warning: commands will be executed using /bin/sh
job 6037 at Fri Nov 13 07:09:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse42-151112/YutaMouse42-151112
ElecNo	3
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 15.92 and 23.87 GB of RAM.
Memory request: 7.96 GB would take us to total of 7.96 GB.
----------------------------------------------------------
Loaded 4431629 data points of dimension 24.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 2.65 GB would take us to total of 10.61 GB.
------ Running on subset of 1477209 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 14 (10720 points): Lose 426.046736 but Gain 2308.420571
Iteration 0F (96.490000 sec): 19 clusters
  Score: Raw -111179938.883655 + Penalty 41551.570285 = -111138387.313370
  nChanged 1394272
Iteration 1F (137.460000 sec): 19 clusters
  Score: Raw -118323725.333842 + Penalty 41551.570285 = -118282173.763557
  nChanged 539850
Iteration 2F (178.270000 sec): 19 clusters
  Score: Raw -119670082.548457 + Penalty 41551.570285 = -119628530.978173
  nChanged 321284
Iteration 3F (218.340000 sec): 19 clusters
  Score: Raw -120329742.457657 + Penalty 41551.570285 = -120288190.887372
  nChanged 200668
Iteration 4F (260.370000 sec): 19 clusters
  Score: Raw -120725947.360407 + Penalty 41551.570285 = -120684395.790122
  nChanged 133536
Iteration 5F (302.270000 sec): 19 clusters
  Score: Raw -120969791.082854 + Penalty 41551.570285 = -120928239.512570
  nChanged 89045
Iteration 6F (345.260000 sec): 19 clusters
  Score: Raw -121070944.828836 + Penalty 41551.570285 = -121029393.258552
  nChanged 70040
Iteration 7Q (376.530000 sec): 19 clusters
  Score: Raw -121163716.585422 + Penalty 41551.570285 = -121122165.015137
  nChanged 69243
Iteration 8Q (408.590000 sec): 19 clusters
  Score: Raw -121284242.691986 + Penalty 41551.570285 = -121242691.121701
  nChanged 71119
Iteration 9Q (440.620000 sec): 19 clusters
  Score: Raw -121396399.762263 + Penalty 41551.570285 = -121354848.191978
  nChanged 68095
Iteration 10Q (472.160000 sec): 19 clusters
  Score: Raw -121490429.523210 + Penalty 41551.570285 = -121448877.952925
  nChanged 63315
Iteration 11Q (504.070000 sec): 19 clusters
  Score: Raw -121585274.693929 + Penalty 41551.570285 = -121543723.123644
  nChanged 55711
Iteration 12Q (538.610000 sec): 19 clusters
  Score: Raw -121682002.645769 + Penalty 41551.570285 = -121640451.075485
  nChanged 46388
Iteration 13Q (572.380000 sec): 19 clusters
  Score: Raw -121749709.697246 + Penalty 41551.570285 = -121708158.126961
  nChanged 34713
Iteration 14Q (603.600000 sec): 19 clusters
  Score: Raw -121775190.380109 + Penalty 41551.570285 = -121733638.809825
  nChanged 23546
Iteration 15Q (635.780000 sec): 19 clusters
  Score: Raw -121784927.259566 + Penalty 41551.570285 = -121743375.689282
  nChanged 16617
Iteration 16Q (670.770000 sec): 19 clusters
  Score: Raw -121794223.516305 + Penalty 41551.570285 = -121752671.946021
  nChanged 13478
Iteration 17Q (707.260000 sec): 19 clusters
  Score: Raw -121806975.229211 + Penalty 41551.570285 = -121765423.658926
  nChanged 11268
Iteration 18Q (742.880000 sec): 19 clusters
  Score: Raw -121813343.032783 + Penalty 41551.570285 = -121771791.462498
  nChanged 9110
Iteration 19Q (779.280000 sec): 19 clusters
  Score: Raw -121815234.709262 + Penalty 41551.570285 = -121773683.138978
  nChanged 6973
Writing temp clu file 
Because OldScore, -121771791.462498, is greater than current (better) Score,-121773683.138978 
 Compute initial score before splitting:   Score: Raw -121815234.709262 + Penalty 41551.570285 = -121773683.138978
Memory request: 0.06 GB would take us to total of 10.68 GB.

 Trying to split cluster 1 (34995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (779.820000 sec): 2 clusters
  Score: Raw -2876024.447976 + Penalty 1700.231077 = -2874324.216899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (780.090000 sec): 3 clusters
  Score: Raw -2854073.096640 + Penalty 3400.462154 = -2850672.634486
  nChanged 16273
		SP:Iteration 1F (780.400000 sec): 3 clusters
  Score: Raw -2863780.059608 + Penalty 3400.462154 = -2860379.597454
  nChanged 1954
		SP:Iteration 2F (780.750000 sec): 3 clusters
  Score: Raw -2864960.225578 + Penalty 3400.462154 = -2861559.763424
  nChanged 2282
		SP:Iteration 3F (781.050000 sec): 3 clusters
  Score: Raw -2866840.808965 + Penalty 3400.462154 = -2863440.346811
  nChanged 2777
		SP:Iteration 4F (781.350000 sec): 3 clusters
  Score: Raw -2869687.732990 + Penalty 3400.462154 = -2866287.270836
  nChanged 3277
		SP:Iteration 5F (781.690000 sec): 3 clusters
  Score: Raw -2873223.475473 + Penalty 3400.462154 = -2869823.013320
  nChanged 3105
		SP:Iteration 6F (782.010000 sec): 3 clusters
  Score: Raw -2876229.685676 + Penalty 3400.462154 = -2872829.223522
  nChanged 2388
		SP:Iteration 7F (782.340000 sec): 3 clusters
  Score: Raw -2878293.325825 + Penalty 3400.462154 = -2874892.863671
  nChanged 1582
		SP:Iteration 8Q (782.770000 sec): 3 clusters
  Score: Raw -2879487.665814 + Penalty 3400.462154 = -2876087.203660
  nChanged 1020
		SP:Iteration 9Q (783.130000 sec): 3 clusters
  Score: Raw -2880122.210726 + Penalty 3400.462154 = -2876721.748572
  nChanged 684
		SP:Iteration 10Q (783.520000 sec): 3 clusters
  Score: Raw -2880486.415005 + Penalty 3400.462154 = -2877085.952852
  nChanged 505
		SP:Iteration 11Q (783.850000 sec): 3 clusters
  Score: Raw -2880699.090872 + Penalty 3400.462154 = -2877298.628718
  nChanged 394
		SP:Iteration 12Q (784.240000 sec): 3 clusters
  Score: Raw -2880839.803428 + Penalty 3400.462154 = -2877439.341274
  nChanged 327
		SP:Iteration 13Q (784.580000 sec): 3 clusters
  Score: Raw -2880943.373418 + Penalty 3400.462154 = -2877542.911264
  nChanged 290
		SP:Iteration 14Q (784.910000 sec): 3 clusters
  Score: Raw -2881024.378065 + Penalty 3400.462154 = -2877623.915911
  nChanged 266
		SP:Iteration 15Q (785.230000 sec): 3 clusters
  Score: Raw -2881090.434023 + Penalty 3400.462154 = -2877689.971869
  nChanged 245
		SP:Iteration 16Q (785.570000 sec): 3 clusters
  Score: Raw -2881143.749816 + Penalty 3400.462154 = -2877743.287662
  nChanged 221
		SP:Iteration 17Q (785.910000 sec): 3 clusters
  Score: Raw -2881191.071009 + Penalty 3400.462154 = -2877790.608855
  nChanged 194
		SP:Iteration 18Q (786.210000 sec): 3 clusters
  Score: Raw -2881233.609046 + Penalty 3400.462154 = -2877833.146892
  nChanged 205
		SP:Iteration 19Q (786.530000 sec): 3 clusters
  Score: Raw -2881273.784339 + Penalty 3400.462154 = -2877873.322185
  nChanged 179
		SP:Iteration 20F (786.820000 sec): 3 clusters
  Score: Raw -2881308.718074 + Penalty 3400.462154 = -2877908.255920
  nChanged 179
		SP:Iteration 21Q (787.170000 sec): 3 clusters
  Score: Raw -2881340.980231 + Penalty 3400.462154 = -2877940.518078
  nChanged 146
		SP:Iteration 22Q (787.500000 sec): 3 clusters
  Score: Raw -2881362.250753 + Penalty 3400.462154 = -2877961.788600
  nChanged 129
		SP:Iteration 23Q (787.810000 sec): 3 clusters
  Score: Raw -2881381.502171 + Penalty 3400.462154 = -2877981.040017
  nChanged 111
		SP:Iteration 24Q (788.140000 sec): 3 clusters
  Score: Raw -2881396.694635 + Penalty 3400.462154 = -2877996.232481
  nChanged 100
		SP:Iteration 25Q (788.490000 sec): 3 clusters
  Score: Raw -2881408.660242 + Penalty 3400.462154 = -2878008.198088
  nChanged 96
		SP:Iteration 26Q (788.830000 sec): 3 clusters
  Score: Raw -2881420.764399 + Penalty 3400.462154 = -2878020.302245
  nChanged 81
		SP:Iteration 27Q (789.170000 sec): 3 clusters
  Score: Raw -2881430.750740 + Penalty 3400.462154 = -2878030.288586
  nChanged 79
		SP:Iteration 28Q (789.480000 sec): 3 clusters
  Score: Raw -2881439.382096 + Penalty 3400.462154 = -2878038.919942
  nChanged 72
		SP:Iteration 29Q (789.810000 sec): 3 clusters
  Score: Raw -2881446.597314 + Penalty 3400.462154 = -2878046.135160
  nChanged 61
		SP:Iteration 30Q (790.150000 sec): 3 clusters
  Score: Raw -2881452.914205 + Penalty 3400.462154 = -2878052.452051
  nChanged 67
		SP:Iteration 31Q (790.470000 sec): 3 clusters
  Score: Raw -2881459.714182 + Penalty 3400.462154 = -2878059.252028
  nChanged 56
		SP:Iteration 32Q (790.830000 sec): 3 clusters
  Score: Raw -2881465.471317 + Penalty 3400.462154 = -2878065.009163
  nChanged 52
		SP:Iteration 33Q (791.130000 sec): 3 clusters
  Score: Raw -2881471.149935 + Penalty 3400.462154 = -2878070.687782
  nChanged 47
		SP:Iteration 34Q (791.470000 sec): 3 clusters
  Score: Raw -2881476.129520 + Penalty 3400.462154 = -2878075.667366
  nChanged 45
		SP:Iteration 35Q (791.770000 sec): 3 clusters
  Score: Raw -2881480.539333 + Penalty 3400.462154 = -2878080.077179
  nChanged 35
		SP:Iteration 36Q (792.110000 sec): 3 clusters
  Score: Raw -2881483.692275 + Penalty 3400.462154 = -2878083.230122
  nChanged 33
		SP:Iteration 37Q (792.410000 sec): 3 clusters
  Score: Raw -2881486.750840 + Penalty 3400.462154 = -2878086.288686
  nChanged 36
		SP:Iteration 38Q (792.760000 sec): 3 clusters
  Score: Raw -2881489.617139 + Penalty 3400.462154 = -2878089.154985
  nChanged 34
		SP:Iteration 39Q (793.130000 sec): 3 clusters
  Score: Raw -2881492.041984 + Penalty 3400.462154 = -2878091.579831
  nChanged 31
		SP:Iteration 40F (793.460000 sec): 3 clusters
  Score: Raw -2881494.272821 + Penalty 3400.462154 = -2878093.810667
  nChanged 36
		SP:Iteration 41Q (793.760000 sec): 3 clusters
  Score: Raw -2881497.595159 + Penalty 3400.462154 = -2878097.133005
  nChanged 37
		SP:Iteration 42Q (794.120000 sec): 3 clusters
  Score: Raw -2881500.780233 + Penalty 3400.462154 = -2878100.318079
  nChanged 30
		SP:Iteration 43Q (794.420000 sec): 3 clusters
  Score: Raw -2881503.194374 + Penalty 3400.462154 = -2878102.732221
  nChanged 34
		SP:Iteration 44Q (794.760000 sec): 3 clusters
  Score: Raw -2881506.787923 + Penalty 3400.462154 = -2878106.325770
  nChanged 34
		SP:Iteration 45Q (795.090000 sec): 3 clusters
  Score: Raw -2881509.690705 + Penalty 3400.462154 = -2878109.228551
  nChanged 25
		SP:Iteration 46Q (795.420000 sec): 3 clusters
  Score: Raw -2881512.092957 + Penalty 3400.462154 = -2878111.630803
  nChanged 34
		SP:Iteration 47Q (795.730000 sec): 3 clusters
  Score: Raw -2881515.423646 + Penalty 3400.462154 = -2878114.961492
  nChanged 29
		SP:Iteration 48Q (796.050000 sec): 3 clusters
  Score: Raw -2881518.013895 + Penalty 3400.462154 = -2878117.551741
  nChanged 32
		SP:Iteration 49Q (796.370000 sec): 3 clusters
  Score: Raw -2881520.823515 + Penalty 3400.462154 = -2878120.361362
  nChanged 35
		SP:Iteration 50Q (796.710000 sec): 3 clusters
  Score: Raw -2881523.926434 + Penalty 3400.462154 = -2878123.464280
  nChanged 37
		SP:Iteration 51Q (797.020000 sec): 3 clusters
  Score: Raw -2881526.936962 + Penalty 3400.462154 = -2878126.474808
  nChanged 30
		SP:Iteration 52Q (797.370000 sec): 3 clusters
  Score: Raw -2881528.958138 + Penalty 3400.462154 = -2878128.495984
  nChanged 21
		SP:Iteration 53Q (797.720000 sec): 3 clusters
  Score: Raw -2881530.580026 + Penalty 3400.462154 = -2878130.117872
  nChanged 22
		SP:Iteration 54Q (798.060000 sec): 3 clusters
  Score: Raw -2881532.021803 + Penalty 3400.462154 = -2878131.559649
  nChanged 16
		SP:Iteration 55Q (798.420000 sec): 3 clusters
  Score: Raw -2881533.000195 + Penalty 3400.462154 = -2878132.538041
  nChanged 11
		SP:Iteration 56Q (798.740000 sec): 3 clusters
  Score: Raw -2881533.814788 + Penalty 3400.462154 = -2878133.352635
  nChanged 10
		SP:Iteration 57Q (799.040000 sec): 3 clusters
  Score: Raw -2881534.407447 + Penalty 3400.462154 = -2878133.945293
  nChanged 9
		SP:Iteration 58Q (799.370000 sec): 3 clusters
  Score: Raw -2881535.048308 + Penalty 3400.462154 = -2878134.586155
  nChanged 8
		SP:Iteration 59Q (799.690000 sec): 3 clusters
  Score: Raw -2881535.448015 + Penalty 3400.462154 = -2878134.985862
  nChanged 6
		SP:Iteration 60F (800.000000 sec): 3 clusters
  Score: Raw -2881535.677966 + Penalty 3400.462154 = -2878135.215812
  nChanged 5
		SP:Iteration 61Q (800.260000 sec): 3 clusters
  Score: Raw -2881535.842884 + Penalty 3400.462154 = -2878135.380730
  nChanged 4
		SP:Iteration 62Q (800.580000 sec): 3 clusters
  Score: Raw -2881536.037127 + Penalty 3400.462154 = -2878135.574973
  nChanged 4
		SP:Iteration 63Q (800.910000 sec): 3 clusters
  Score: Raw -2881536.287526 + Penalty 3400.462154 = -2878135.825372
  nChanged 8
		SP:Iteration 64Q (801.220000 sec): 3 clusters
  Score: Raw -2881537.010151 + Penalty 3400.462154 = -2878136.547997
  nChanged 15
		SP:Iteration 65Q (801.510000 sec): 3 clusters
  Score: Raw -2881538.513552 + Penalty 3400.462154 = -2878138.051398
  nChanged 15
		SP:Iteration 66Q (801.850000 sec): 3 clusters
  Score: Raw -2881539.951488 + Penalty 3400.462154 = -2878139.489334
  nChanged 18
		SP:Iteration 67Q (802.170000 sec): 3 clusters
  Score: Raw -2881541.367042 + Penalty 3400.462154 = -2878140.904889
  nChanged 14
		SP:Iteration 68Q (802.570000 sec): 3 clusters
  Score: Raw -2881542.018766 + Penalty 3400.462154 = -2878141.556612
  nChanged 9
		SP:Iteration 69Q (802.930000 sec): 3 clusters
  Score: Raw -2881542.623493 + Penalty 3400.462154 = -2878142.161339
  nChanged 10
		SP:Iteration 70Q (803.250000 sec): 3 clusters
  Score: Raw -2881543.752980 + Penalty 3400.462154 = -2878143.290826
  nChanged 15
		SP:Iteration 71Q (803.570000 sec): 3 clusters
  Score: Raw -2881545.535479 + Penalty 3400.462154 = -2878145.073325
  nChanged 21
		SP:Iteration 72Q (803.890000 sec): 3 clusters
  Score: Raw -2881547.678165 + Penalty 3400.462154 = -2878147.216011
  nChanged 22
		SP:Iteration 73Q (804.200000 sec): 3 clusters
  Score: Raw -2881550.316884 + Penalty 3400.462154 = -2878149.854730
  nChanged 25
		SP:Iteration 74Q (804.490000 sec): 3 clusters
  Score: Raw -2881552.891489 + Penalty 3400.462154 = -2878152.429335
  nChanged 24
		SP:Iteration 75Q (804.780000 sec): 3 clusters
  Score: Raw -2881554.611572 + Penalty 3400.462154 = -2878154.149419
  nChanged 21
		SP:Iteration 76Q (805.100000 sec): 3 clusters
  Score: Raw -2881556.074837 + Penalty 3400.462154 = -2878155.612683
  nChanged 21
		SP:Iteration 77Q (805.410000 sec): 3 clusters
  Score: Raw -2881557.951144 + Penalty 3400.462154 = -2878157.488990
  nChanged 27
		SP:Iteration 78Q (805.790000 sec): 3 clusters
  Score: Raw -2881559.805026 + Penalty 3400.462154 = -2878159.342872
  nChanged 21
		SP:Iteration 79Q (806.070000 sec): 3 clusters
  Score: Raw -2881561.187779 + Penalty 3400.462154 = -2878160.725626
  nChanged 17
		SP:Iteration 80F (806.390000 sec): 3 clusters
  Score: Raw -2881562.175423 + Penalty 3400.462154 = -2878161.713269
  nChanged 13
		SP:Iteration 81Q (806.670000 sec): 3 clusters
  Score: Raw -2881563.367676 + Penalty 3400.462154 = -2878162.905522
  nChanged 20
		SP:Iteration 82Q (807.000000 sec): 3 clusters
  Score: Raw -2881565.934394 + Penalty 3400.462154 = -2878165.472240
  nChanged 24
		SP:Iteration 83Q (807.310000 sec): 3 clusters
  Score: Raw -2881569.642099 + Penalty 3400.462154 = -2878169.179945
  nChanged 40
		SP:Iteration 84Q (807.590000 sec): 3 clusters
  Score: Raw -2881575.469891 + Penalty 3400.462154 = -2878175.007737
  nChanged 43
		SP:Iteration 85Q (807.900000 sec): 3 clusters
  Score: Raw -2881582.681337 + Penalty 3400.462154 = -2878182.219183
  nChanged 46
		SP:Iteration 86Q (808.230000 sec): 3 clusters
  Score: Raw -2881588.207940 + Penalty 3400.462154 = -2878187.745786
  nChanged 44
		SP:Iteration 87Q (808.590000 sec): 3 clusters
  Score: Raw -2881593.940592 + Penalty 3400.462154 = -2878193.478438
  nChanged 41
		SP:Iteration 88Q (809.000000 sec): 3 clusters
  Score: Raw -2881599.786519 + Penalty 3400.462154 = -2878199.324365
  nChanged 47
		SP:Iteration 89Q (809.360000 sec): 3 clusters
  Score: Raw -2881607.343839 + Penalty 3400.462154 = -2878206.881685
  nChanged 46
		SP:Iteration 90Q (809.740000 sec): 3 clusters
  Score: Raw -2881614.019362 + Penalty 3400.462154 = -2878213.557208
  nChanged 42
		SP:Iteration 91Q (810.100000 sec): 3 clusters
  Score: Raw -2881620.229933 + Penalty 3400.462154 = -2878219.767779
  nChanged 34
		SP:Iteration 92Q (810.510000 sec): 3 clusters
  Score: Raw -2881625.195536 + Penalty 3400.462154 = -2878224.733382
  nChanged 39
		SP:Iteration 93Q (810.820000 sec): 3 clusters
  Score: Raw -2881631.495301 + Penalty 3400.462154 = -2878231.033147
  nChanged 47
		SP:Iteration 94Q (811.200000 sec): 3 clusters
  Score: Raw -2881641.097155 + Penalty 3400.462154 = -2878240.635001
  nChanged 52
		SP:Iteration 95Q (811.530000 sec): 3 clusters
  Score: Raw -2881653.441187 + Penalty 3400.462154 = -2878252.979033
  nChanged 68
		SP:Iteration 96Q (811.890000 sec): 3 clusters
  Score: Raw -2881670.872382 + Penalty 3400.462154 = -2878270.410229
  nChanged 67
		SP:Iteration 97Q (812.230000 sec): 3 clusters
  Score: Raw -2881688.006832 + Penalty 3400.462154 = -2878287.544678
  nChanged 67
		SP:Iteration 98Q (812.560000 sec): 3 clusters
  Score: Raw -2881708.620893 + Penalty 3400.462154 = -2878308.158739
  nChanged 74
		SP:Iteration 99Q (812.850000 sec): 3 clusters
  Score: Raw -2881738.362523 + Penalty 3400.462154 = -2878337.900369
  nChanged 94
		SP:Iteration 100F (813.160000 sec): 3 clusters
  Score: Raw -2881775.410413 + Penalty 3400.462154 = -2878374.948259
  nChanged 111
		SP:Iteration 101Q (813.470000 sec): 3 clusters
  Score: Raw -2881822.574096 + Penalty 3400.462154 = -2878422.111942
  nChanged 118
		SP:Iteration 102Q (813.790000 sec): 3 clusters
  Score: Raw -2881873.657080 + Penalty 3400.462154 = -2878473.194926
  nChanged 121
		SP:Iteration 103Q (814.110000 sec): 3 clusters
  Score: Raw -2881928.279477 + Penalty 3400.462154 = -2878527.817324
  nChanged 135
		SP:Iteration 104Q (814.450000 sec): 3 clusters
  Score: Raw -2881977.317480 + Penalty 3400.462154 = -2878576.855326
  nChanged 114
		SP:Iteration 105Q (814.800000 sec): 3 clusters
  Score: Raw -2882015.581862 + Penalty 3400.462154 = -2878615.119708
  nChanged 91
		SP:Iteration 106Q (815.110000 sec): 3 clusters
  Score: Raw -2882043.287778 + Penalty 3400.462154 = -2878642.825624
  nChanged 87
		SP:Iteration 107Q (815.450000 sec): 3 clusters
  Score: Raw -2882064.250746 + Penalty 3400.462154 = -2878663.788592
  nChanged 74
		SP:Iteration 108Q (815.750000 sec): 3 clusters
  Score: Raw -2882082.179920 + Penalty 3400.462154 = -2878681.717766
  nChanged 60
		SP:Iteration 109Q (816.090000 sec): 3 clusters
  Score: Raw -2882093.955596 + Penalty 3400.462154 = -2878693.493443
  nChanged 61
		SP:Iteration 110Q (816.410000 sec): 3 clusters
  Score: Raw -2882105.333159 + Penalty 3400.462154 = -2878704.871005
  nChanged 53
		SP:Iteration 111Q (816.720000 sec): 3 clusters
  Score: Raw -2882111.778396 + Penalty 3400.462154 = -2878711.316242
  nChanged 32
		SP:Iteration 112Q (817.050000 sec): 3 clusters
  Score: Raw -2882115.859545 + Penalty 3400.462154 = -2878715.397392
  nChanged 23
		SP:Iteration 113Q (817.310000 sec): 3 clusters
  Score: Raw -2882118.105942 + Penalty 3400.462154 = -2878717.643789
  nChanged 23
		SP:Iteration 114Q (817.670000 sec): 3 clusters
  Score: Raw -2882120.617277 + Penalty 3400.462154 = -2878720.155123
  nChanged 17
		SP:Iteration 115Q (818.000000 sec): 3 clusters
  Score: Raw -2882122.892121 + Penalty 3400.462154 = -2878722.429967
  nChanged 12
		SP:Iteration 116Q (818.270000 sec): 3 clusters
  Score: Raw -2882124.201956 + Penalty 3400.462154 = -2878723.739802
  nChanged 10
		SP:Iteration 117Q (818.630000 sec): 3 clusters
  Score: Raw -2882125.625439 + Penalty 3400.462154 = -2878725.163285
  nChanged 10
		SP:Iteration 118Q (818.930000 sec): 3 clusters
  Score: Raw -2882126.281581 + Penalty 3400.462154 = -2878725.819427
  nChanged 8
		SP:Iteration 119Q (819.260000 sec): 3 clusters
  Score: Raw -2882127.116767 + Penalty 3400.462154 = -2878726.654613
  nChanged 7
		SP:Iteration 120F (819.590000 sec): 3 clusters
  Score: Raw -2882128.262888 + Penalty 3400.462154 = -2878727.800734
  nChanged 11
		SP:Iteration 121Q (819.890000 sec): 3 clusters
  Score: Raw -2882129.773761 + Penalty 3400.462154 = -2878729.311607
  nChanged 13
		SP:Iteration 122Q (820.210000 sec): 3 clusters
  Score: Raw -2882131.831107 + Penalty 3400.462154 = -2878731.368953
  nChanged 23
		SP:Iteration 123Q (820.500000 sec): 3 clusters
  Score: Raw -2882134.889741 + Penalty 3400.462154 = -2878734.427588
  nChanged 21
		SP:Iteration 124Q (820.800000 sec): 3 clusters
  Score: Raw -2882138.411738 + Penalty 3400.462154 = -2878737.949584
  nChanged 18
		SP:Iteration 125Q (821.130000 sec): 3 clusters
  Score: Raw -2882141.662892 + Penalty 3400.462154 = -2878741.200738
  nChanged 21
		SP:Iteration 126Q (821.440000 sec): 3 clusters
  Score: Raw -2882144.381509 + Penalty 3400.462154 = -2878743.919355
  nChanged 18
		SP:Iteration 127Q (821.760000 sec): 3 clusters
  Score: Raw -2882145.795924 + Penalty 3400.462154 = -2878745.333771
  nChanged 14
		SP:Iteration 128Q (822.110000 sec): 3 clusters
  Score: Raw -2882147.272303 + Penalty 3400.462154 = -2878746.810149
  nChanged 9
		SP:Iteration 129Q (822.430000 sec): 3 clusters
  Score: Raw -2882147.972139 + Penalty 3400.462154 = -2878747.509985
  nChanged 8
		SP:Iteration 130Q (822.720000 sec): 3 clusters
  Score: Raw -2882148.839446 + Penalty 3400.462154 = -2878748.377293
  nChanged 8
		SP:Iteration 131Q (823.050000 sec): 3 clusters
  Score: Raw -2882149.759948 + Penalty 3400.462154 = -2878749.297794
  nChanged 9
		SP:Iteration 132Q (823.350000 sec): 3 clusters
  Score: Raw -2882150.454325 + Penalty 3400.462154 = -2878749.992172
  nChanged 5
		SP:Iteration 133Q (823.660000 sec): 3 clusters
  Score: Raw -2882150.854963 + Penalty 3400.462154 = -2878750.392810
  nChanged 3
		SP:Iteration 134Q (823.950000 sec): 3 clusters
  Score: Raw -2882151.002410 + Penalty 3400.462154 = -2878750.540256
  nChanged 2
		SP:Iteration 135Q (824.270000 sec): 3 clusters
  Score: Raw -2882151.124155 + Penalty 3400.462154 = -2878750.662001
  nChanged 2
		SP:Iteration 136Q (824.620000 sec): 3 clusters
  Score: Raw -2882151.169830 + Penalty 3400.462154 = -2878750.707676
  nChanged 1
		SP:Iteration 137Q (824.920000 sec): 3 clusters
  Score: Raw -2882151.236666 + Penalty 3400.462154 = -2878750.774513
  nChanged 1
		SP:Iteration 138Q (825.200000 sec): 3 clusters
  Score: Raw -2882151.289439 + Penalty 3400.462154 = -2878750.827285
  nChanged 0
		SP:Iteration 139F (825.490000 sec): 3 clusters
  Score: Raw -2882151.289439 + Penalty 3400.462154 = -2878750.827285
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 14.
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 2 (5174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (825.630000 sec): 2 clusters
  Score: Raw -362778.956326 + Penalty 1389.602721 = -361389.353605
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (825.810000 sec): 3 clusters
  Score: Raw -360323.924961 + Penalty 2779.205443 = -357544.719518
  nChanged 2247
		SP:Iteration 1F (826.000000 sec): 3 clusters
  Score: Raw -364211.868047 + Penalty 2779.205443 = -361432.662605
  nChanged 891
		SP:Iteration 2F (826.170000 sec): 3 clusters
  Score: Raw -366608.002207 + Penalty 2779.205443 = -363828.796764
  nChanged 477
		SP:Iteration 3F (826.390000 sec): 3 clusters
  Score: Raw -367952.994817 + Penalty 2779.205443 = -365173.789374
  nChanged 321
		SP:Iteration 4F (826.590000 sec): 3 clusters
  Score: Raw -369508.223802 + Penalty 2779.205443 = -366729.018359
  nChanged 349
		SP:Iteration 5F (826.760000 sec): 3 clusters
  Score: Raw -372145.376578 + Penalty 2779.205443 = -369366.171135
  nChanged 161
		SP:Iteration 6Q (826.970000 sec): 3 clusters
  Score: Raw -372654.471446 + Penalty 2779.205443 = -369875.266004
  nChanged 97
		SP:Iteration 7Q (827.140000 sec): 3 clusters
  Score: Raw -372861.506417 + Penalty 2779.205443 = -370082.300974
  nChanged 88
		SP:Iteration 8Q (827.340000 sec): 3 clusters
  Score: Raw -373153.349050 + Penalty 2779.205443 = -370374.143607
  nChanged 103
		SP:Iteration 9Q (827.510000 sec): 3 clusters
  Score: Raw -373628.705308 + Penalty 2779.205443 = -370849.499865
  nChanged 69
		SP:Iteration 10Q (827.700000 sec): 3 clusters
  Score: Raw -374028.167677 + Penalty 2779.205443 = -371248.962234
  nChanged 48
		SP:Iteration 11Q (827.890000 sec): 3 clusters
  Score: Raw -374318.483504 + Penalty 2779.205443 = -371539.278062
  nChanged 37
		SP:Iteration 12Q (828.050000 sec): 3 clusters
  Score: Raw -374542.839842 + Penalty 2779.205443 = -371763.634399
  nChanged 40
		SP:Iteration 13Q (828.220000 sec): 3 clusters
  Score: Raw -374860.666606 + Penalty 2779.205443 = -372081.461163
  nChanged 42
		SP:Iteration 14Q (828.420000 sec): 3 clusters
  Score: Raw -375516.822238 + Penalty 2779.205443 = -372737.616795
  nChanged 75
		SP:Iteration 15Q (828.560000 sec): 3 clusters
  Score: Raw -377026.012318 + Penalty 2779.205443 = -374246.806875
  nChanged 104
		SP:Iteration 16Q (828.730000 sec): 3 clusters
  Score: Raw -377735.662058 + Penalty 2779.205443 = -374956.456615
  nChanged 93
		SP:Iteration 17Q (828.930000 sec): 3 clusters
  Score: Raw -378245.133825 + Penalty 2779.205443 = -375465.928382
  nChanged 62
		SP:Iteration 18Q (829.160000 sec): 3 clusters
  Score: Raw -378634.883370 + Penalty 2779.205443 = -375855.677927
  nChanged 51
		SP:Iteration 19Q (829.320000 sec): 3 clusters
  Score: Raw -378882.637270 + Penalty 2779.205443 = -376103.431828
  nChanged 28
		SP:Iteration 20F (829.450000 sec): 3 clusters
  Score: Raw -379323.968860 + Penalty 2779.205443 = -376544.763417
  nChanged 124
		SP:Iteration 21Q (829.610000 sec): 3 clusters
  Score: Raw -380882.017143 + Penalty 2779.205443 = -378102.811700
  nChanged 97
		SP:Iteration 22Q (829.840000 sec): 3 clusters
  Score: Raw -384645.196388 + Penalty 2779.205443 = -381865.990945
  nChanged 13
		SP:Iteration 23Q (830.010000 sec): 3 clusters
  Score: Raw -384719.743650 + Penalty 2779.205443 = -381940.538207
  nChanged 2
		SP:Iteration 24Q (830.180000 sec): 3 clusters
  Score: Raw -384722.943518 + Penalty 2779.205443 = -381943.738075
  nChanged 0
		SP:Iteration 25F (830.380000 sec): 3 clusters
  Score: Raw -384737.157725 + Penalty 2779.205443 = -381957.952282
  nChanged 1
		SP:Iteration 26Q (830.550000 sec): 3 clusters
  Score: Raw -384742.584021 + Penalty 2779.205443 = -381963.378578
  nChanged 0
		SP:Iteration 27F (830.770000 sec): 3 clusters
  Score: Raw -384742.584021 + Penalty 2779.205443 = -381963.378578
  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 10.68 GB.

 Trying to split cluster 3 (18493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (830.940000 sec): 2 clusters
  Score: Raw -1461581.201656 + Penalty 1596.586479 = -1459984.615178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (831.220000 sec): 3 clusters
  Score: Raw -1450739.601393 + Penalty 3193.172957 = -1447546.428436
  nChanged 8491
		SP:Iteration 1F (831.470000 sec): 3 clusters
  Score: Raw -1460176.706285 + Penalty 3193.172957 = -1456983.533328
  nChanged 2943
		SP:Iteration 2F (831.720000 sec): 3 clusters
  Score: Raw -1465008.524157 + Penalty 3193.172957 = -1461815.351199
  nChanged 1969
		SP:Iteration 3F (831.960000 sec): 3 clusters
  Score: Raw -1466682.224051 + Penalty 3193.172957 = -1463489.051094
  nChanged 913
		SP:Iteration 4Q (832.220000 sec): 3 clusters
  Score: Raw -1467082.574730 + Penalty 3193.172957 = -1463889.401773
  nChanged 440
		SP:Iteration 5Q (832.470000 sec): 3 clusters
  Score: Raw -1467214.754235 + Penalty 3193.172957 = -1464021.581278
  nChanged 275
		SP:Iteration 6Q (832.760000 sec): 3 clusters
  Score: Raw -1467281.699908 + Penalty 3193.172957 = -1464088.526950
  nChanged 165
		SP:Iteration 7Q (833.010000 sec): 3 clusters
  Score: Raw -1467318.462072 + Penalty 3193.172957 = -1464125.289115
  nChanged 110
		SP:Iteration 8Q (833.240000 sec): 3 clusters
  Score: Raw -1467335.872451 + Penalty 3193.172957 = -1464142.699493
  nChanged 73
		SP:Iteration 9Q (833.520000 sec): 3 clusters
  Score: Raw -1467346.600539 + Penalty 3193.172957 = -1464153.427581
  nChanged 49
		SP:Iteration 10Q (833.770000 sec): 3 clusters
  Score: Raw -1467353.301137 + Penalty 3193.172957 = -1464160.128179
  nChanged 34
		SP:Iteration 11Q (834.040000 sec): 3 clusters
  Score: Raw -1467357.423125 + Penalty 3193.172957 = -1464164.250168
  nChanged 34
		SP:Iteration 12Q (834.320000 sec): 3 clusters
  Score: Raw -1467360.876193 + Penalty 3193.172957 = -1464167.703236
  nChanged 25
		SP:Iteration 13Q (834.540000 sec): 3 clusters
  Score: Raw -1467363.428544 + Penalty 3193.172957 = -1464170.255586
  nChanged 18
		SP:Iteration 14Q (834.750000 sec): 3 clusters
  Score: Raw -1467365.300330 + Penalty 3193.172957 = -1464172.127373
  nChanged 10
		SP:Iteration 15Q (835.020000 sec): 3 clusters
  Score: Raw -1467367.052515 + Penalty 3193.172957 = -1464173.879557
  nChanged 19
		SP:Iteration 16Q (835.280000 sec): 3 clusters
  Score: Raw -1467369.229501 + Penalty 3193.172957 = -1464176.056544
  nChanged 14
		SP:Iteration 17Q (835.540000 sec): 3 clusters
  Score: Raw -1467370.437487 + Penalty 3193.172957 = -1464177.264530
  nChanged 12
		SP:Iteration 18Q (835.740000 sec): 3 clusters
  Score: Raw -1467371.563453 + Penalty 3193.172957 = -1464178.390496
  nChanged 14
		SP:Iteration 19Q (836.010000 sec): 3 clusters
  Score: Raw -1467372.493989 + Penalty 3193.172957 = -1464179.321032
  nChanged 13
		SP:Iteration 20F (836.220000 sec): 3 clusters
  Score: Raw -1467374.744746 + Penalty 3193.172957 = -1464181.571789
  nChanged 9
		SP:Iteration 21Q (836.450000 sec): 3 clusters
  Score: Raw -1467375.543695 + Penalty 3193.172957 = -1464182.370738
  nChanged 10
		SP:Iteration 22Q (836.700000 sec): 3 clusters
  Score: Raw -1467376.404073 + Penalty 3193.172957 = -1464183.231115
  nChanged 7
		SP:Iteration 23Q (836.940000 sec): 3 clusters
  Score: Raw -1467377.056038 + Penalty 3193.172957 = -1464183.883081
  nChanged 8
		SP:Iteration 24Q (837.180000 sec): 3 clusters
  Score: Raw -1467377.501448 + Penalty 3193.172957 = -1464184.328491
  nChanged 8
		SP:Iteration 25Q (837.460000 sec): 3 clusters
  Score: Raw -1467378.036521 + Penalty 3193.172957 = -1464184.863564
  nChanged 7
		SP:Iteration 26Q (837.710000 sec): 3 clusters
  Score: Raw -1467378.537465 + Penalty 3193.172957 = -1464185.364508
  nChanged 8
		SP:Iteration 27Q (837.930000 sec): 3 clusters
  Score: Raw -1467379.192492 + Penalty 3193.172957 = -1464186.019534
  nChanged 12
		SP:Iteration 28Q (838.200000 sec): 3 clusters
  Score: Raw -1467380.086979 + Penalty 3193.172957 = -1464186.914022
  nChanged 11
		SP:Iteration 29Q (838.460000 sec): 3 clusters
  Score: Raw -1467381.059846 + Penalty 3193.172957 = -1464187.886889
  nChanged 12
		SP:Iteration 30Q (838.750000 sec): 3 clusters
  Score: Raw -1467382.016821 + Penalty 3193.172957 = -1464188.843864
  nChanged 14
		SP:Iteration 31Q (838.970000 sec): 3 clusters
  Score: Raw -1467383.275418 + Penalty 3193.172957 = -1464190.102461
  nChanged 13
		SP:Iteration 32Q (839.290000 sec): 3 clusters
  Score: Raw -1467384.743212 + Penalty 3193.172957 = -1464191.570254
  nChanged 18
		SP:Iteration 33Q (839.510000 sec): 3 clusters
  Score: Raw -1467387.356329 + Penalty 3193.172957 = -1464194.183372
  nChanged 30
		SP:Iteration 34Q (839.740000 sec): 3 clusters
  Score: Raw -1467391.787524 + Penalty 3193.172957 = -1464198.614567
  nChanged 44
		SP:Iteration 35Q (840.020000 sec): 3 clusters
  Score: Raw -1467397.661915 + Penalty 3193.172957 = -1464204.488958
  nChanged 40
		SP:Iteration 36Q (840.290000 sec): 3 clusters
  Score: Raw -1467403.693588 + Penalty 3193.172957 = -1464210.520631
  nChanged 38
		SP:Iteration 37Q (840.540000 sec): 3 clusters
  Score: Raw -1467409.014365 + Penalty 3193.172957 = -1464215.841408
  nChanged 51
		SP:Iteration 38Q (840.830000 sec): 3 clusters
  Score: Raw -1467420.107307 + Penalty 3193.172957 = -1464226.934350
  nChanged 81
		SP:Iteration 39Q (841.060000 sec): 3 clusters
  Score: Raw -1467446.402086 + Penalty 3193.172957 = -1464253.229129
  nChanged 110
		SP:Iteration 40F (841.320000 sec): 3 clusters
  Score: Raw -1467495.604863 + Penalty 3193.172957 = -1464302.431906
  nChanged 160
		SP:Iteration 41Q (841.560000 sec): 3 clusters
  Score: Raw -1467592.473538 + Penalty 3193.172957 = -1464399.300580
  nChanged 210
		SP:Iteration 42Q (841.840000 sec): 3 clusters
  Score: Raw -1467769.260395 + Penalty 3193.172957 = -1464576.087438
  nChanged 312
		SP:Iteration 43Q (842.060000 sec): 3 clusters
  Score: Raw -1468232.172454 + Penalty 3193.172957 = -1465038.999497
  nChanged 428
		SP:Iteration 44Q (842.310000 sec): 3 clusters
  Score: Raw -1469206.001074 + Penalty 3193.172957 = -1466012.828117
  nChanged 484
		SP:Iteration 45Q (842.520000 sec): 3 clusters
  Score: Raw -1470197.526750 + Penalty 3193.172957 = -1467004.353792
  nChanged 395
		SP:Iteration 46Q (842.760000 sec): 3 clusters
  Score: Raw -1470592.546397 + Penalty 3193.172957 = -1467399.373439
  nChanged 314
		SP:Iteration 47Q (843.020000 sec): 3 clusters
  Score: Raw -1471005.221071 + Penalty 3193.172957 = -1467812.048114
  nChanged 294
		SP:Iteration 48Q (843.230000 sec): 3 clusters
  Score: Raw -1471400.442883 + Penalty 3193.172957 = -1468207.269926
  nChanged 263
		SP:Iteration 49Q (843.510000 sec): 3 clusters
  Score: Raw -1471573.427660 + Penalty 3193.172957 = -1468380.254703
  nChanged 180
		SP:Iteration 50Q (843.760000 sec): 3 clusters
  Score: Raw -1471622.401987 + Penalty 3193.172957 = -1468429.229030
  nChanged 111
		SP:Iteration 51Q (844.010000 sec): 3 clusters
  Score: Raw -1471641.843384 + Penalty 3193.172957 = -1468448.670426
  nChanged 60
		SP:Iteration 52Q (844.250000 sec): 3 clusters
  Score: Raw -1471650.351478 + Penalty 3193.172957 = -1468457.178521
  nChanged 51
		SP:Iteration 53Q (844.510000 sec): 3 clusters
  Score: Raw -1471657.070594 + Penalty 3193.172957 = -1468463.897636
  nChanged 42
		SP:Iteration 54Q (844.770000 sec): 3 clusters
  Score: Raw -1471662.221764 + Penalty 3193.172957 = -1468469.048806
  nChanged 36
		SP:Iteration 55Q (845.030000 sec): 3 clusters
  Score: Raw -1471665.793144 + Penalty 3193.172957 = -1468472.620187
  nChanged 32
		SP:Iteration 56Q (845.310000 sec): 3 clusters
  Score: Raw -1471669.423201 + Penalty 3193.172957 = -1468476.250244
  nChanged 39
		SP:Iteration 57Q (845.560000 sec): 3 clusters
  Score: Raw -1471674.549377 + Penalty 3193.172957 = -1468481.376419
  nChanged 45
		SP:Iteration 58Q (845.810000 sec): 3 clusters
  Score: Raw -1471679.951013 + Penalty 3193.172957 = -1468486.778056
  nChanged 39
		SP:Iteration 59Q (846.040000 sec): 3 clusters
  Score: Raw -1471685.012854 + Penalty 3193.172957 = -1468491.839897
  nChanged 37
		SP:Iteration 60F (846.260000 sec): 3 clusters
  Score: Raw -1471689.754170 + Penalty 3193.172957 = -1468496.581213
  nChanged 33
		SP:Iteration 61Q (846.530000 sec): 3 clusters
  Score: Raw -1471693.283097 + Penalty 3193.172957 = -1468500.110140
  nChanged 28
		SP:Iteration 62Q (846.820000 sec): 3 clusters
  Score: Raw -1471695.706840 + Penalty 3193.172957 = -1468502.533883
  nChanged 18
		SP:Iteration 63Q (847.060000 sec): 3 clusters
  Score: Raw -1471697.148577 + Penalty 3193.172957 = -1468503.975619
  nChanged 15
		SP:Iteration 64Q (847.320000 sec): 3 clusters
  Score: Raw -1471698.180723 + Penalty 3193.172957 = -1468505.007766
  nChanged 7
		SP:Iteration 65Q (847.570000 sec): 3 clusters
  Score: Raw -1471698.564293 + Penalty 3193.172957 = -1468505.391335
  nChanged 6
		SP:Iteration 66Q (847.800000 sec): 3 clusters
  Score: Raw -1471698.892530 + Penalty 3193.172957 = -1468505.719573
  nChanged 7
		SP:Iteration 67Q (848.030000 sec): 3 clusters
  Score: Raw -1471699.249103 + Penalty 3193.172957 = -1468506.076146
  nChanged 2
		SP:Iteration 68Q (848.310000 sec): 3 clusters
  Score: Raw -1471699.366174 + Penalty 3193.172957 = -1468506.193217
  nChanged 3
		SP:Iteration 69Q (848.500000 sec): 3 clusters
  Score: Raw -1471699.490181 + Penalty 3193.172957 = -1468506.317223
  nChanged 1
		SP:Iteration 70Q (848.790000 sec): 3 clusters
  Score: Raw -1471699.564514 + Penalty 3193.172957 = -1468506.391556
  nChanged 1
		SP:Iteration 71Q (849.050000 sec): 3 clusters
  Score: Raw -1471699.647388 + Penalty 3193.172957 = -1468506.474431
  nChanged 0
		SP:Iteration 72F (849.270000 sec): 3 clusters
  Score: Raw -1471699.647388 + Penalty 3193.172957 = -1468506.474431
  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 10.68 GB.

 Trying to split cluster 4 (28019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (849.530000 sec): 2 clusters
  Score: Raw -2222760.822907 + Penalty 1664.103696 = -2221096.719210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (849.760000 sec): 3 clusters
  Score: Raw -2205517.788658 + Penalty 3328.207392 = -2202189.581265
  nChanged 12955
		SP:Iteration 1F (850.060000 sec): 3 clusters
  Score: Raw -2213707.030874 + Penalty 3328.207392 = -2210378.823481
  nChanged 2242
		SP:Iteration 2F (850.400000 sec): 3 clusters
  Score: Raw -2215489.082820 + Penalty 3328.207392 = -2212160.875428
  nChanged 2411
		SP:Iteration 3F (850.680000 sec): 3 clusters
  Score: Raw -2217710.737209 + Penalty 3328.207392 = -2214382.529816
  nChanged 2283
		SP:Iteration 4F (850.990000 sec): 3 clusters
  Score: Raw -2219822.382789 + Penalty 3328.207392 = -2216494.175397
  nChanged 1962
		SP:Iteration 5F (851.280000 sec): 3 clusters
  Score: Raw -2221795.214098 + Penalty 3328.207392 = -2218467.006706
  nChanged 1703
		SP:Iteration 6F (851.570000 sec): 3 clusters
  Score: Raw -2223695.456948 + Penalty 3328.207392 = -2220367.249556
  nChanged 1430
		SP:Iteration 7F (851.920000 sec): 3 clusters
  Score: Raw -2225071.936841 + Penalty 3328.207392 = -2221743.729449
  nChanged 1100
		SP:Iteration 8Q (852.160000 sec): 3 clusters
  Score: Raw -2225837.899496 + Penalty 3328.207392 = -2222509.692104
  nChanged 826
		SP:Iteration 9Q (852.440000 sec): 3 clusters
  Score: Raw -2226364.384713 + Penalty 3328.207392 = -2223036.177321
  nChanged 660
		SP:Iteration 10Q (852.740000 sec): 3 clusters
  Score: Raw -2226778.922414 + Penalty 3328.207392 = -2223450.715021
  nChanged 567
		SP:Iteration 11Q (853.040000 sec): 3 clusters
  Score: Raw -2227120.302073 + Penalty 3328.207392 = -2223792.094681
  nChanged 480
		SP:Iteration 12Q (853.320000 sec): 3 clusters
  Score: Raw -2227357.518989 + Penalty 3328.207392 = -2224029.311597
  nChanged 386
		SP:Iteration 13Q (853.610000 sec): 3 clusters
  Score: Raw -2227505.413045 + Penalty 3328.207392 = -2224177.205653
  nChanged 294
		SP:Iteration 14Q (853.930000 sec): 3 clusters
  Score: Raw -2227612.862131 + Penalty 3328.207392 = -2224284.654739
  nChanged 260
		SP:Iteration 15Q (854.200000 sec): 3 clusters
  Score: Raw -2227715.807070 + Penalty 3328.207392 = -2224387.599677
  nChanged 226
		SP:Iteration 16Q (854.510000 sec): 3 clusters
  Score: Raw -2227831.753746 + Penalty 3328.207392 = -2224503.546354
  nChanged 263
		SP:Iteration 17Q (854.790000 sec): 3 clusters
  Score: Raw -2227993.675966 + Penalty 3328.207392 = -2224665.468573
  nChanged 275
		SP:Iteration 18Q (855.040000 sec): 3 clusters
  Score: Raw -2228165.929906 + Penalty 3328.207392 = -2224837.722513
  nChanged 258
		SP:Iteration 19Q (855.400000 sec): 3 clusters
  Score: Raw -2228331.260111 + Penalty 3328.207392 = -2225003.052718
  nChanged 270
		SP:Iteration 20F (855.710000 sec): 3 clusters
  Score: Raw -2228460.225320 + Penalty 3328.207392 = -2225132.017928
  nChanged 183
		SP:Iteration 21Q (856.030000 sec): 3 clusters
  Score: Raw -2228528.901967 + Penalty 3328.207392 = -2225200.694575
  nChanged 171
		SP:Iteration 22Q (856.290000 sec): 3 clusters
  Score: Raw -2228580.441205 + Penalty 3328.207392 = -2225252.233812
  nChanged 129
		SP:Iteration 23Q (856.610000 sec): 3 clusters
  Score: Raw -2228614.081528 + Penalty 3328.207392 = -2225285.874136
  nChanged 98
		SP:Iteration 24Q (856.850000 sec): 3 clusters
  Score: Raw -2228635.903924 + Penalty 3328.207392 = -2225307.696532
  nChanged 82
		SP:Iteration 25Q (857.110000 sec): 3 clusters
  Score: Raw -2228655.958994 + Penalty 3328.207392 = -2225327.751601
  nChanged 95
		SP:Iteration 26Q (857.420000 sec): 3 clusters
  Score: Raw -2228682.334834 + Penalty 3328.207392 = -2225354.127442
  nChanged 101
		SP:Iteration 27Q (857.730000 sec): 3 clusters
  Score: Raw -2228709.737964 + Penalty 3328.207392 = -2225381.530571
  nChanged 99
		SP:Iteration 28Q (858.040000 sec): 3 clusters
  Score: Raw -2228744.609819 + Penalty 3328.207392 = -2225416.402427
  nChanged 97
		SP:Iteration 29Q (858.330000 sec): 3 clusters
  Score: Raw -2228792.448214 + Penalty 3328.207392 = -2225464.240822
  nChanged 129
		SP:Iteration 30Q (858.630000 sec): 3 clusters
  Score: Raw -2228885.370468 + Penalty 3328.207392 = -2225557.163076
  nChanged 187
		SP:Iteration 31Q (858.890000 sec): 3 clusters
  Score: Raw -2229085.843337 + Penalty 3328.207392 = -2225757.635945
  nChanged 304
		SP:Iteration 32Q (859.180000 sec): 3 clusters
  Score: Raw -2229480.173734 + Penalty 3328.207392 = -2226151.966342
  nChanged 395
		SP:Iteration 33Q (859.470000 sec): 3 clusters
  Score: Raw -2229973.104960 + Penalty 3328.207392 = -2226644.897568
  nChanged 381
		SP:Iteration 34Q (859.780000 sec): 3 clusters
  Score: Raw -2230367.710356 + Penalty 3328.207392 = -2227039.502964
  nChanged 316
		SP:Iteration 35Q (860.060000 sec): 3 clusters
  Score: Raw -2230651.555083 + Penalty 3328.207392 = -2227323.347690
  nChanged 247
		SP:Iteration 36Q (860.350000 sec): 3 clusters
  Score: Raw -2230880.983339 + Penalty 3328.207392 = -2227552.775947
  nChanged 199
		SP:Iteration 37Q (860.580000 sec): 3 clusters
  Score: Raw -2230996.029952 + Penalty 3328.207392 = -2227667.822560
  nChanged 165
		SP:Iteration 38Q (860.840000 sec): 3 clusters
  Score: Raw -2231107.826250 + Penalty 3328.207392 = -2227779.618858
  nChanged 133
		SP:Iteration 39Q (861.120000 sec): 3 clusters
  Score: Raw -2231161.776377 + Penalty 3328.207392 = -2227833.568984
  nChanged 120
		SP:Iteration 40F (861.400000 sec): 3 clusters
  Score: Raw -2231344.322240 + Penalty 3328.207392 = -2228016.114847
  nChanged 159
		SP:Iteration 41Q (861.680000 sec): 3 clusters
  Score: Raw -2231421.336525 + Penalty 3328.207392 = -2228093.129133
  nChanged 145
		SP:Iteration 42Q (861.950000 sec): 3 clusters
  Score: Raw -2231465.396978 + Penalty 3328.207392 = -2228137.189585
  nChanged 133
		SP:Iteration 43Q (862.230000 sec): 3 clusters
  Score: Raw -2231495.972472 + Penalty 3328.207392 = -2228167.765079
  nChanged 87
		SP:Iteration 44Q (862.510000 sec): 3 clusters
  Score: Raw -2231514.063581 + Penalty 3328.207392 = -2228185.856189
  nChanged 70
		SP:Iteration 45Q (862.820000 sec): 3 clusters
  Score: Raw -2231523.727599 + Penalty 3328.207392 = -2228195.520206
  nChanged 52
		SP:Iteration 46Q (863.080000 sec): 3 clusters
  Score: Raw -2231530.091609 + Penalty 3328.207392 = -2228201.884217
  nChanged 44
		SP:Iteration 47Q (863.390000 sec): 3 clusters
  Score: Raw -2231534.496669 + Penalty 3328.207392 = -2228206.289276
  nChanged 41
		SP:Iteration 48Q (863.660000 sec): 3 clusters
  Score: Raw -2231537.844832 + Penalty 3328.207392 = -2228209.637439
  nChanged 34
		SP:Iteration 49Q (863.890000 sec): 3 clusters
  Score: Raw -2231540.346102 + Penalty 3328.207392 = -2228212.138710
  nChanged 26
		SP:Iteration 50Q (864.180000 sec): 3 clusters
  Score: Raw -2231541.936503 + Penalty 3328.207392 = -2228213.729110
  nChanged 16
		SP:Iteration 51Q (864.480000 sec): 3 clusters
  Score: Raw -2231542.945011 + Penalty 3328.207392 = -2228214.737619
  nChanged 7
		SP:Iteration 52Q (864.770000 sec): 3 clusters
  Score: Raw -2231543.234857 + Penalty 3328.207392 = -2228215.027465
  nChanged 4
		SP:Iteration 53Q (865.080000 sec): 3 clusters
  Score: Raw -2231543.487271 + Penalty 3328.207392 = -2228215.279879
  nChanged 8
		SP:Iteration 54Q (865.340000 sec): 3 clusters
  Score: Raw -2231543.948465 + Penalty 3328.207392 = -2228215.741072
  nChanged 10
		SP:Iteration 55Q (865.650000 sec): 3 clusters
  Score: Raw -2231544.442697 + Penalty 3328.207392 = -2228216.235304
  nChanged 8
		SP:Iteration 56Q (865.970000 sec): 3 clusters
  Score: Raw -2231544.934024 + Penalty 3328.207392 = -2228216.726631
  nChanged 5
		SP:Iteration 57Q (866.280000 sec): 3 clusters
  Score: Raw -2231545.153822 + Penalty 3328.207392 = -2228216.946430
  nChanged 4
		SP:Iteration 58Q (866.550000 sec): 3 clusters
  Score: Raw -2231545.259153 + Penalty 3328.207392 = -2228217.051761
  nChanged 3
		SP:Iteration 59Q (866.820000 sec): 3 clusters
  Score: Raw -2231545.377195 + Penalty 3328.207392 = -2228217.169802
  nChanged 2
		SP:Iteration 60F (867.150000 sec): 3 clusters
  Score: Raw -2231545.493494 + Penalty 3328.207392 = -2228217.286102
  nChanged 4
		SP:Iteration 61Q (867.420000 sec): 3 clusters
  Score: Raw -2231545.624831 + Penalty 3328.207392 = -2228217.417438
  nChanged 5
		SP:Iteration 62Q (867.700000 sec): 3 clusters
  Score: Raw -2231545.873489 + Penalty 3328.207392 = -2228217.666097
  nChanged 4
		SP:Iteration 63Q (868.000000 sec): 3 clusters
  Score: Raw -2231546.169614 + Penalty 3328.207392 = -2228217.962221
  nChanged 3
		SP:Iteration 64Q (868.320000 sec): 3 clusters
  Score: Raw -2231546.318103 + Penalty 3328.207392 = -2228218.110710
  nChanged 4
		SP:Iteration 65Q (868.590000 sec): 3 clusters
  Score: Raw -2231546.545708 + Penalty 3328.207392 = -2228218.338315
  nChanged 4
		SP:Iteration 66Q (868.910000 sec): 3 clusters
  Score: Raw -2231546.721211 + Penalty 3328.207392 = -2228218.513818
  nChanged 3
		SP:Iteration 67Q (869.210000 sec): 3 clusters
  Score: Raw -2231546.872350 + Penalty 3328.207392 = -2228218.664957
  nChanged 7
		SP:Iteration 68Q (869.500000 sec): 3 clusters
  Score: Raw -2231547.210502 + Penalty 3328.207392 = -2228219.003110
  nChanged 7
		SP:Iteration 69Q (869.750000 sec): 3 clusters
  Score: Raw -2231547.701070 + Penalty 3328.207392 = -2228219.493678
  nChanged 6
		SP:Iteration 70Q (870.030000 sec): 3 clusters
  Score: Raw -2231548.069670 + Penalty 3328.207392 = -2228219.862277
  nChanged 7
		SP:Iteration 71Q (870.290000 sec): 3 clusters
  Score: Raw -2231548.479490 + Penalty 3328.207392 = -2228220.272098
  nChanged 7
		SP:Iteration 72Q (870.620000 sec): 3 clusters
  Score: Raw -2231548.755610 + Penalty 3328.207392 = -2228220.548218
  nChanged 5
		SP:Iteration 73Q (870.920000 sec): 3 clusters
  Score: Raw -2231548.984752 + Penalty 3328.207392 = -2228220.777359
  nChanged 6
		SP:Iteration 74Q (871.170000 sec): 3 clusters
  Score: Raw -2231549.272117 + Penalty 3328.207392 = -2228221.064725
  nChanged 8
		SP:Iteration 75Q (871.480000 sec): 3 clusters
  Score: Raw -2231549.691941 + Penalty 3328.207392 = -2228221.484548
  nChanged 4
		SP:Iteration 76Q (871.780000 sec): 3 clusters
  Score: Raw -2231549.880111 + Penalty 3328.207392 = -2228221.672719
  nChanged 6
		SP:Iteration 77Q (872.050000 sec): 3 clusters
  Score: Raw -2231550.249585 + Penalty 3328.207392 = -2228222.042193
  nChanged 7
		SP:Iteration 78Q (872.290000 sec): 3 clusters
  Score: Raw -2231550.766918 + Penalty 3328.207392 = -2228222.559526
  nChanged 5
		SP:Iteration 79Q (872.610000 sec): 3 clusters
  Score: Raw -2231550.998147 + Penalty 3328.207392 = -2228222.790754
  nChanged 3
		SP:Iteration 80F (872.920000 sec): 3 clusters
  Score: Raw -2231551.064238 + Penalty 3328.207392 = -2228222.856846
  nChanged 3
		SP:Iteration 81Q (873.190000 sec): 3 clusters
  Score: Raw -2231551.172968 + Penalty 3328.207392 = -2228222.965576
  nChanged 1
		SP:Iteration 82Q (873.440000 sec): 3 clusters
  Score: Raw -2231551.193098 + Penalty 3328.207392 = -2228222.985705
  nChanged 0
		SP:Iteration 83F (873.800000 sec): 3 clusters
  Score: Raw -2231551.193098 + Penalty 3328.207392 = -2228222.985705
  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 10.68 GB.

 Trying to split cluster 5 (154841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (874.700000 sec): 2 clusters
  Score: Raw -13316073.239470 + Penalty 1941.900035 = -13314131.339435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (875.690000 sec): 3 clusters
  Score: Raw -13213947.023284 + Penalty 3883.800070 = -13210063.223214
  nChanged 74731
		SP:Iteration 1F (876.570000 sec): 3 clusters
  Score: Raw -13258439.793041 + Penalty 3883.800070 = -13254555.992970
  nChanged 5066
		SP:Iteration 2Q (877.460000 sec): 3 clusters
  Score: Raw -13259845.307645 + Penalty 3883.800070 = -13255961.507574
  nChanged 5889
		SP:Iteration 3Q (878.430000 sec): 3 clusters
  Score: Raw -13261978.523905 + Penalty 3883.800070 = -13258094.723834
  nChanged 7022
		SP:Iteration 4Q (879.290000 sec): 3 clusters
  Score: Raw -13265360.601462 + Penalty 3883.800070 = -13261476.801392
  nChanged 8879
		SP:Iteration 5F (880.090000 sec): 3 clusters
  Score: Raw -13270750.512181 + Penalty 3883.800070 = -13266866.712111
  nChanged 10853
		SP:Iteration 6F (880.850000 sec): 3 clusters
  Score: Raw -13278614.109463 + Penalty 3883.800070 = -13274730.309393
  nChanged 12103
		SP:Iteration 7F (881.680000 sec): 3 clusters
  Score: Raw -13288566.208356 + Penalty 3883.800070 = -13284682.408286
  nChanged 11563
		SP:Iteration 8F (882.500000 sec): 3 clusters
  Score: Raw -13298841.128792 + Penalty 3883.800070 = -13294957.328722
  nChanged 9209
		SP:Iteration 9F (883.280000 sec): 3 clusters
  Score: Raw -13307268.094447 + Penalty 3883.800070 = -13303384.294376
  nChanged 5769
		SP:Iteration 10Q (884.160000 sec): 3 clusters
  Score: Raw -13312391.250011 + Penalty 3883.800070 = -13308507.449941
  nChanged 2786
		SP:Iteration 11Q (885.010000 sec): 3 clusters
  Score: Raw -13314682.922428 + Penalty 3883.800070 = -13310799.122358
  nChanged 1165
		SP:Iteration 12Q (885.800000 sec): 3 clusters
  Score: Raw -13315582.984538 + Penalty 3883.800070 = -13311699.184468
  nChanged 527
		SP:Iteration 13Q (886.590000 sec): 3 clusters
  Score: Raw -13315997.879259 + Penalty 3883.800070 = -13312114.079189
  nChanged 238
		SP:Iteration 14Q (887.370000 sec): 3 clusters
  Score: Raw -13316195.048850 + Penalty 3883.800070 = -13312311.248779
  nChanged 132
		SP:Iteration 15Q (888.120000 sec): 3 clusters
  Score: Raw -13316291.310337 + Penalty 3883.800070 = -13312407.510267
  nChanged 81
		SP:Iteration 16Q (888.870000 sec): 3 clusters
  Score: Raw -13316346.009358 + Penalty 3883.800070 = -13312462.209288
  nChanged 58
		SP:Iteration 17Q (889.660000 sec): 3 clusters
  Score: Raw -13316381.054600 + Penalty 3883.800070 = -13312497.254530
  nChanged 41
		SP:Iteration 18Q (890.420000 sec): 3 clusters
  Score: Raw -13316406.368258 + Penalty 3883.800070 = -13312522.568188
  nChanged 35
		SP:Iteration 19Q (891.240000 sec): 3 clusters
  Score: Raw -13316430.027068 + Penalty 3883.800070 = -13312546.226998
  nChanged 27
		SP:Iteration 20F (892.180000 sec): 3 clusters
  Score: Raw -13316445.639850 + Penalty 3883.800070 = -13312561.839780
  nChanged 13
		SP:Iteration 21Q (893.070000 sec): 3 clusters
  Score: Raw -13316452.133466 + Penalty 3883.800070 = -13312568.333396
  nChanged 9
		SP:Iteration 22Q (893.870000 sec): 3 clusters
  Score: Raw -13316457.741635 + Penalty 3883.800070 = -13312573.941565
  nChanged 10
		SP:Iteration 23Q (894.740000 sec): 3 clusters
  Score: Raw -13316466.529279 + Penalty 3883.800070 = -13312582.729209
  nChanged 20
		SP:Iteration 24Q (895.510000 sec): 3 clusters
  Score: Raw -13316475.876633 + Penalty 3883.800070 = -13312592.076562
  nChanged 11
		SP:Iteration 25Q (896.300000 sec): 3 clusters
  Score: Raw -13316483.342886 + Penalty 3883.800070 = -13312599.542815
  nChanged 11
		SP:Iteration 26Q (897.020000 sec): 3 clusters
  Score: Raw -13316489.670389 + Penalty 3883.800070 = -13312605.870318
  nChanged 12
		SP:Iteration 27Q (897.740000 sec): 3 clusters
  Score: Raw -13316495.850400 + Penalty 3883.800070 = -13312612.050329
  nChanged 9
		SP:Iteration 28Q (898.560000 sec): 3 clusters
  Score: Raw -13316501.995739 + Penalty 3883.800070 = -13312618.195669
  nChanged 8
		SP:Iteration 29Q (899.260000 sec): 3 clusters
  Score: Raw -13316507.221163 + Penalty 3883.800070 = -13312623.421093
  nChanged 7
		SP:Iteration 30Q (900.050000 sec): 3 clusters
  Score: Raw -13316513.830837 + Penalty 3883.800070 = -13312630.030767
  nChanged 7
		SP:Iteration 31Q (900.740000 sec): 3 clusters
  Score: Raw -13316518.716816 + Penalty 3883.800070 = -13312634.916746
  nChanged 7
		SP:Iteration 32Q (901.420000 sec): 3 clusters
  Score: Raw -13316522.247794 + Penalty 3883.800070 = -13312638.447723
  nChanged 5
		SP:Iteration 33Q (902.200000 sec): 3 clusters
  Score: Raw -13316524.347771 + Penalty 3883.800070 = -13312640.547700
  nChanged 0
		SP:Iteration 34F (903.040000 sec): 3 clusters
  Score: Raw -13316524.347771 + Penalty 3883.800070 = -13312640.547700
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 6 (40798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (903.360000 sec): 2 clusters
  Score: Raw -3168480.924080 + Penalty 1725.163105 = -3166755.760975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (903.730000 sec): 3 clusters
  Score: Raw -3142972.542335 + Penalty 3450.326210 = -3139522.216125
  nChanged 19184
		SP:Iteration 1F (904.050000 sec): 3 clusters
  Score: Raw -3157548.386999 + Penalty 3450.326210 = -3154098.060788
  nChanged 3983
		SP:Iteration 2F (904.410000 sec): 3 clusters
  Score: Raw -3162761.530094 + Penalty 3450.326210 = -3159311.203883
  nChanged 4159
		SP:Iteration 3F (904.740000 sec): 3 clusters
  Score: Raw -3166957.709246 + Penalty 3450.326210 = -3163507.383035
  nChanged 3435
		SP:Iteration 4F (905.100000 sec): 3 clusters
  Score: Raw -3169411.657756 + Penalty 3450.326210 = -3165961.331546
  nChanged 2384
		SP:Iteration 5F (905.460000 sec): 3 clusters
  Score: Raw -3170607.752109 + Penalty 3450.326210 = -3167157.425898
  nChanged 1601
		SP:Iteration 6Q (905.830000 sec): 3 clusters
  Score: Raw -3171276.924024 + Penalty 3450.326210 = -3167826.597814
  nChanged 1252
		SP:Iteration 7Q (906.160000 sec): 3 clusters
  Score: Raw -3171727.536261 + Penalty 3450.326210 = -3168277.210050
  nChanged 998
		SP:Iteration 8Q (906.540000 sec): 3 clusters
  Score: Raw -3172044.907356 + Penalty 3450.326210 = -3168594.581146
  nChanged 867
		SP:Iteration 9Q (906.880000 sec): 3 clusters
  Score: Raw -3172308.972610 + Penalty 3450.326210 = -3168858.646399
  nChanged 823
		SP:Iteration 10Q (907.240000 sec): 3 clusters
  Score: Raw -3172582.811079 + Penalty 3450.326210 = -3169132.484869
  nChanged 786
		SP:Iteration 11Q (907.550000 sec): 3 clusters
  Score: Raw -3172875.882583 + Penalty 3450.326210 = -3169425.556373
  nChanged 818
		SP:Iteration 12Q (907.930000 sec): 3 clusters
  Score: Raw -3173172.340894 + Penalty 3450.326210 = -3169722.014684
  nChanged 790
		SP:Iteration 13Q (908.250000 sec): 3 clusters
  Score: Raw -3173456.456938 + Penalty 3450.326210 = -3170006.130728
  nChanged 793
		SP:Iteration 14Q (908.590000 sec): 3 clusters
  Score: Raw -3173719.807306 + Penalty 3450.326210 = -3170269.481095
  nChanged 741
		SP:Iteration 15Q (908.880000 sec): 3 clusters
  Score: Raw -3173970.986245 + Penalty 3450.326210 = -3170520.660035
  nChanged 695
		SP:Iteration 16Q (909.270000 sec): 3 clusters
  Score: Raw -3174201.766643 + Penalty 3450.326210 = -3170751.440433
  nChanged 637
		SP:Iteration 17Q (909.610000 sec): 3 clusters
  Score: Raw -3174427.389780 + Penalty 3450.326210 = -3170977.063570
  nChanged 611
		SP:Iteration 18Q (909.900000 sec): 3 clusters
  Score: Raw -3174651.480117 + Penalty 3450.326210 = -3171201.153907
  nChanged 612
		SP:Iteration 19Q (910.230000 sec): 3 clusters
  Score: Raw -3174859.850214 + Penalty 3450.326210 = -3171409.524003
  nChanged 528
		SP:Iteration 20F (910.600000 sec): 3 clusters
  Score: Raw -3175031.588125 + Penalty 3450.326210 = -3171581.261915
  nChanged 508
		SP:Iteration 21Q (910.950000 sec): 3 clusters
  Score: Raw -3175171.467820 + Penalty 3450.326210 = -3171721.141609
  nChanged 446
		SP:Iteration 22Q (911.250000 sec): 3 clusters
  Score: Raw -3175290.031463 + Penalty 3450.326210 = -3171839.705253
  nChanged 440
		SP:Iteration 23Q (911.600000 sec): 3 clusters
  Score: Raw -3175398.029862 + Penalty 3450.326210 = -3171947.703651
  nChanged 437
		SP:Iteration 24Q (911.940000 sec): 3 clusters
  Score: Raw -3175493.427051 + Penalty 3450.326210 = -3172043.100841
  nChanged 422
		SP:Iteration 25Q (912.240000 sec): 3 clusters
  Score: Raw -3175577.233771 + Penalty 3450.326210 = -3172126.907560
  nChanged 377
		SP:Iteration 26Q (912.510000 sec): 3 clusters
  Score: Raw -3175652.237052 + Penalty 3450.326210 = -3172201.910842
  nChanged 376
		SP:Iteration 27Q (912.840000 sec): 3 clusters
  Score: Raw -3175728.513606 + Penalty 3450.326210 = -3172278.187396
  nChanged 390
		SP:Iteration 28Q (913.190000 sec): 3 clusters
  Score: Raw -3175800.635478 + Penalty 3450.326210 = -3172350.309267
  nChanged 358
		SP:Iteration 29Q (913.490000 sec): 3 clusters
  Score: Raw -3175867.922173 + Penalty 3450.326210 = -3172417.595962
  nChanged 355
		SP:Iteration 30Q (913.780000 sec): 3 clusters
  Score: Raw -3175934.166404 + Penalty 3450.326210 = -3172483.840193
  nChanged 340
		SP:Iteration 31Q (914.130000 sec): 3 clusters
  Score: Raw -3175997.570956 + Penalty 3450.326210 = -3172547.244746
  nChanged 339
		SP:Iteration 32Q (914.420000 sec): 3 clusters
  Score: Raw -3176064.619169 + Penalty 3450.326210 = -3172614.292958
  nChanged 337
		SP:Iteration 33Q (914.760000 sec): 3 clusters
  Score: Raw -3176125.696624 + Penalty 3450.326210 = -3172675.370413
  nChanged 327
		SP:Iteration 34Q (915.040000 sec): 3 clusters
  Score: Raw -3176183.042100 + Penalty 3450.326210 = -3172732.715889
  nChanged 308
		SP:Iteration 35Q (915.370000 sec): 3 clusters
  Score: Raw -3176241.881421 + Penalty 3450.326210 = -3172791.555211
  nChanged 322
		SP:Iteration 36Q (915.680000 sec): 3 clusters
  Score: Raw -3176297.851350 + Penalty 3450.326210 = -3172847.525140
  nChanged 270
		SP:Iteration 37Q (916.000000 sec): 3 clusters
  Score: Raw -3176345.787918 + Penalty 3450.326210 = -3172895.461708
  nChanged 270
		SP:Iteration 38Q (916.360000 sec): 3 clusters
  Score: Raw -3176391.879715 + Penalty 3450.326210 = -3172941.553505
  nChanged 272
		SP:Iteration 39Q (916.690000 sec): 3 clusters
  Score: Raw -3176437.437549 + Penalty 3450.326210 = -3172987.111339
  nChanged 235
		SP:Iteration 40F (917.010000 sec): 3 clusters
  Score: Raw -3176471.581607 + Penalty 3450.326210 = -3173021.255396
  nChanged 222
		SP:Iteration 41Q (917.380000 sec): 3 clusters
  Score: Raw -3176504.306181 + Penalty 3450.326210 = -3173053.979971
  nChanged 197
		SP:Iteration 42Q (917.720000 sec): 3 clusters
  Score: Raw -3176530.300360 + Penalty 3450.326210 = -3173079.974150
  nChanged 177
		SP:Iteration 43Q (918.080000 sec): 3 clusters
  Score: Raw -3176554.786580 + Penalty 3450.326210 = -3173104.460369
  nChanged 197
		SP:Iteration 44Q (918.390000 sec): 3 clusters
  Score: Raw -3176588.085714 + Penalty 3450.326210 = -3173137.759503
  nChanged 208
		SP:Iteration 45Q (918.740000 sec): 3 clusters
  Score: Raw -3176626.798068 + Penalty 3450.326210 = -3173176.471858
  nChanged 196
		SP:Iteration 46Q (919.060000 sec): 3 clusters
  Score: Raw -3176659.968644 + Penalty 3450.326210 = -3173209.642434
  nChanged 178
		SP:Iteration 47Q (919.440000 sec): 3 clusters
  Score: Raw -3176692.148067 + Penalty 3450.326210 = -3173241.821857
  nChanged 167
		SP:Iteration 48Q (919.760000 sec): 3 clusters
  Score: Raw -3176720.341573 + Penalty 3450.326210 = -3173270.015363
  nChanged 175
		SP:Iteration 49Q (920.100000 sec): 3 clusters
  Score: Raw -3176747.687267 + Penalty 3450.326210 = -3173297.361056
  nChanged 152
		SP:Iteration 50Q (920.470000 sec): 3 clusters
  Score: Raw -3176773.254452 + Penalty 3450.326210 = -3173322.928241
  nChanged 138
		SP:Iteration 51Q (920.910000 sec): 3 clusters
  Score: Raw -3176796.995109 + Penalty 3450.326210 = -3173346.668899
  nChanged 151
		SP:Iteration 52Q (921.270000 sec): 3 clusters
  Score: Raw -3176821.750555 + Penalty 3450.326210 = -3173371.424345
  nChanged 132
		SP:Iteration 53Q (921.630000 sec): 3 clusters
  Score: Raw -3176843.325516 + Penalty 3450.326210 = -3173392.999306
  nChanged 141
		SP:Iteration 54Q (922.010000 sec): 3 clusters
  Score: Raw -3176869.347418 + Penalty 3450.326210 = -3173419.021208
  nChanged 134
		SP:Iteration 55Q (922.350000 sec): 3 clusters
  Score: Raw -3176892.427590 + Penalty 3450.326210 = -3173442.101380
  nChanged 116
		SP:Iteration 56Q (922.730000 sec): 3 clusters
  Score: Raw -3176911.300600 + Penalty 3450.326210 = -3173460.974390
  nChanged 107
		SP:Iteration 57Q (923.090000 sec): 3 clusters
  Score: Raw -3176926.690690 + Penalty 3450.326210 = -3173476.364479
  nChanged 117
		SP:Iteration 58Q (923.460000 sec): 3 clusters
  Score: Raw -3176945.028401 + Penalty 3450.326210 = -3173494.702191
  nChanged 114
		SP:Iteration 59Q (923.830000 sec): 3 clusters
  Score: Raw -3176966.974611 + Penalty 3450.326210 = -3173516.648401
  nChanged 122
		SP:Iteration 60F (924.160000 sec): 3 clusters
  Score: Raw -3176999.015005 + Penalty 3450.326210 = -3173548.688794
  nChanged 151
		SP:Iteration 61Q (924.530000 sec): 3 clusters
  Score: Raw -3177051.430714 + Penalty 3450.326210 = -3173601.104504
  nChanged 185
		SP:Iteration 62Q (924.900000 sec): 3 clusters
  Score: Raw -3177137.043454 + Penalty 3450.326210 = -3173686.717244
  nChanged 223
		SP:Iteration 63Q (925.280000 sec): 3 clusters
  Score: Raw -3177258.780581 + Penalty 3450.326210 = -3173808.454371
  nChanged 233
		SP:Iteration 64Q (925.580000 sec): 3 clusters
  Score: Raw -3177434.686724 + Penalty 3450.326210 = -3173984.360514
  nChanged 216
		SP:Iteration 65Q (925.950000 sec): 3 clusters
  Score: Raw -3177611.759832 + Penalty 3450.326210 = -3174161.433622
  nChanged 199
		SP:Iteration 66Q (926.290000 sec): 3 clusters
  Score: Raw -3177720.173276 + Penalty 3450.326210 = -3174269.847066
  nChanged 141
		SP:Iteration 67Q (926.670000 sec): 3 clusters
  Score: Raw -3177765.207096 + Penalty 3450.326210 = -3174314.880885
  nChanged 116
		SP:Iteration 68Q (927.010000 sec): 3 clusters
  Score: Raw -3177787.159532 + Penalty 3450.326210 = -3174336.833322
  nChanged 68
		SP:Iteration 69Q (927.390000 sec): 3 clusters
  Score: Raw -3177798.294346 + Penalty 3450.326210 = -3174347.968136
  nChanged 46
		SP:Iteration 70Q (927.710000 sec): 3 clusters
  Score: Raw -3177804.148097 + Penalty 3450.326210 = -3174353.821887
  nChanged 29
		SP:Iteration 71Q (928.010000 sec): 3 clusters
  Score: Raw -3177807.298639 + Penalty 3450.326210 = -3174356.972428
  nChanged 24
		SP:Iteration 72Q (928.350000 sec): 3 clusters
  Score: Raw -3177809.596501 + Penalty 3450.326210 = -3174359.270290
  nChanged 12
		SP:Iteration 73Q (928.660000 sec): 3 clusters
  Score: Raw -3177810.858235 + Penalty 3450.326210 = -3174360.532025
  nChanged 9
		SP:Iteration 74Q (928.990000 sec): 3 clusters
  Score: Raw -3177811.808580 + Penalty 3450.326210 = -3174361.482369
  nChanged 8
		SP:Iteration 75Q (929.330000 sec): 3 clusters
  Score: Raw -3177812.653504 + Penalty 3450.326210 = -3174362.327294
  nChanged 10
		SP:Iteration 76Q (929.720000 sec): 3 clusters
  Score: Raw -3177813.412300 + Penalty 3450.326210 = -3174363.086089
  nChanged 7
		SP:Iteration 77Q (930.060000 sec): 3 clusters
  Score: Raw -3177813.798972 + Penalty 3450.326210 = -3174363.472762
  nChanged 9
		SP:Iteration 78Q (930.410000 sec): 3 clusters
  Score: Raw -3177814.417624 + Penalty 3450.326210 = -3174364.091414
  nChanged 5
		SP:Iteration 79Q (930.740000 sec): 3 clusters
  Score: Raw -3177814.757836 + Penalty 3450.326210 = -3174364.431626
  nChanged 3
		SP:Iteration 80F (931.090000 sec): 3 clusters
  Score: Raw -3177814.933127 + Penalty 3450.326210 = -3174364.606916
  nChanged 2
		SP:Iteration 81Q (931.470000 sec): 3 clusters
  Score: Raw -3177815.117598 + Penalty 3450.326210 = -3174364.791387
  nChanged 3
		SP:Iteration 82Q (931.830000 sec): 3 clusters
  Score: Raw -3177815.346091 + Penalty 3450.326210 = -3174365.019880
  nChanged 3
		SP:Iteration 83Q (932.200000 sec): 3 clusters
  Score: Raw -3177815.676906 + Penalty 3450.326210 = -3174365.350696
  nChanged 7
		SP:Iteration 84Q (932.570000 sec): 3 clusters
  Score: Raw -3177816.575148 + Penalty 3450.326210 = -3174366.248938
  nChanged 5
		SP:Iteration 85Q (932.960000 sec): 3 clusters
  Score: Raw -3177817.200016 + Penalty 3450.326210 = -3174366.873806
  nChanged 4
		SP:Iteration 86Q (933.310000 sec): 3 clusters
  Score: Raw -3177817.992957 + Penalty 3450.326210 = -3174367.666746
  nChanged 13
		SP:Iteration 87Q (933.650000 sec): 3 clusters
  Score: Raw -3177818.806620 + Penalty 3450.326210 = -3174368.480409
  nChanged 5
		SP:Iteration 88Q (933.950000 sec): 3 clusters
  Score: Raw -3177819.233047 + Penalty 3450.326210 = -3174368.906836
  nChanged 5
		SP:Iteration 89Q (934.300000 sec): 3 clusters
  Score: Raw -3177820.222183 + Penalty 3450.326210 = -3174369.895973
  nChanged 6
		SP:Iteration 90Q (934.640000 sec): 3 clusters
  Score: Raw -3177821.280158 + Penalty 3450.326210 = -3174370.953947
  nChanged 8
		SP:Iteration 91Q (935.040000 sec): 3 clusters
  Score: Raw -3177822.251844 + Penalty 3450.326210 = -3174371.925633
  nChanged 4
		SP:Iteration 92Q (935.320000 sec): 3 clusters
  Score: Raw -3177822.845530 + Penalty 3450.326210 = -3174372.519320
  nChanged 7
		SP:Iteration 93Q (935.690000 sec): 3 clusters
  Score: Raw -3177823.826452 + Penalty 3450.326210 = -3174373.500241
  nChanged 7
		SP:Iteration 94Q (936.090000 sec): 3 clusters
  Score: Raw -3177824.479213 + Penalty 3450.326210 = -3174374.153002
  nChanged 4
		SP:Iteration 95Q (936.420000 sec): 3 clusters
  Score: Raw -3177824.787003 + Penalty 3450.326210 = -3174374.460792
  nChanged 3
		SP:Iteration 96Q (936.700000 sec): 3 clusters
  Score: Raw -3177824.898620 + Penalty 3450.326210 = -3174374.572410
  nChanged 1
		SP:Iteration 97Q (937.070000 sec): 3 clusters
  Score: Raw -3177824.953481 + Penalty 3450.326210 = -3174374.627270
  nChanged 2
		SP:Iteration 98Q (937.420000 sec): 3 clusters
  Score: Raw -3177825.042763 + Penalty 3450.326210 = -3174374.716553
  nChanged 0
		SP:Iteration 99F (937.730000 sec): 3 clusters
  Score: Raw -3177825.042763 + Penalty 3450.326210 = -3174374.716553
  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 10.68 GB.

 Trying to split cluster 7 (89988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (938.230000 sec): 2 clusters
  Score: Raw -7865938.090883 + Penalty 1853.707636 = -7864084.383247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (938.820000 sec): 3 clusters
  Score: Raw -7807809.717271 + Penalty 3707.415272 = -7804102.301998
  nChanged 42785
		SP:Iteration 1F (939.450000 sec): 3 clusters
  Score: Raw -7833024.537591 + Penalty 3707.415272 = -7829317.122319
  nChanged 4315
		SP:Iteration 2Q (939.990000 sec): 3 clusters
  Score: Raw -7835236.734923 + Penalty 3707.415272 = -7831529.319651
  nChanged 5980
		SP:Iteration 3F (940.540000 sec): 3 clusters
  Score: Raw -7839687.855321 + Penalty 3707.415272 = -7835980.440048
  nChanged 7749
		SP:Iteration 4F (941.080000 sec): 3 clusters
  Score: Raw -7846623.451956 + Penalty 3707.415272 = -7842916.036684
  nChanged 8220
		SP:Iteration 5F (941.650000 sec): 3 clusters
  Score: Raw -7853688.945169 + Penalty 3707.415272 = -7849981.529897
  nChanged 6698
		SP:Iteration 6F (942.230000 sec): 3 clusters
  Score: Raw -7858125.819545 + Penalty 3707.415272 = -7854418.404272
  nChanged 4693
		SP:Iteration 7F (942.790000 sec): 3 clusters
  Score: Raw -7860209.251829 + Penalty 3707.415272 = -7856501.836557
  nChanged 3036
		SP:Iteration 8Q (943.380000 sec): 3 clusters
  Score: Raw -7861180.958760 + Penalty 3707.415272 = -7857473.543488
  nChanged 2020
		SP:Iteration 9Q (944.010000 sec): 3 clusters
  Score: Raw -7861680.085633 + Penalty 3707.415272 = -7857972.670360
  nChanged 1573
		SP:Iteration 10Q (944.660000 sec): 3 clusters
  Score: Raw -7862020.379243 + Penalty 3707.415272 = -7858312.963971
  nChanged 1501
		SP:Iteration 11Q (945.380000 sec): 3 clusters
  Score: Raw -7862335.654554 + Penalty 3707.415272 = -7858628.239282
  nChanged 1543
		SP:Iteration 12Q (946.070000 sec): 3 clusters
  Score: Raw -7862654.060116 + Penalty 3707.415272 = -7858946.644844
  nChanged 1527
		SP:Iteration 13Q (946.770000 sec): 3 clusters
  Score: Raw -7862963.165520 + Penalty 3707.415272 = -7859255.750248
  nChanged 1562
		SP:Iteration 14Q (947.440000 sec): 3 clusters
  Score: Raw -7863274.846572 + Penalty 3707.415272 = -7859567.431300
  nChanged 1570
		SP:Iteration 15Q (948.030000 sec): 3 clusters
  Score: Raw -7863594.005796 + Penalty 3707.415272 = -7859886.590523
  nChanged 1606
		SP:Iteration 16Q (948.660000 sec): 3 clusters
  Score: Raw -7863920.143584 + Penalty 3707.415272 = -7860212.728312
  nChanged 1610
		SP:Iteration 17Q (949.240000 sec): 3 clusters
  Score: Raw -7864259.021567 + Penalty 3707.415272 = -7860551.606295
  nChanged 1623
		SP:Iteration 18Q (949.820000 sec): 3 clusters
  Score: Raw -7864619.091357 + Penalty 3707.415272 = -7860911.676084
  nChanged 1668
		SP:Iteration 19Q (950.410000 sec): 3 clusters
  Score: Raw -7864981.077004 + Penalty 3707.415272 = -7861273.661732
  nChanged 1593
		SP:Iteration 20F (950.960000 sec): 3 clusters
  Score: Raw -7865311.958934 + Penalty 3707.415272 = -7861604.543662
  nChanged 1482
		SP:Iteration 21Q (951.560000 sec): 3 clusters
  Score: Raw -7865613.483261 + Penalty 3707.415272 = -7861906.067989
  nChanged 1395
		SP:Iteration 22Q (952.150000 sec): 3 clusters
  Score: Raw -7865886.049598 + Penalty 3707.415272 = -7862178.634326
  nChanged 1325
		SP:Iteration 23Q (952.740000 sec): 3 clusters
  Score: Raw -7866140.232419 + Penalty 3707.415272 = -7862432.817147
  nChanged 1276
		SP:Iteration 24Q (953.320000 sec): 3 clusters
  Score: Raw -7866380.880139 + Penalty 3707.415272 = -7862673.464866
  nChanged 1232
		SP:Iteration 25Q (953.880000 sec): 3 clusters
  Score: Raw -7866608.406311 + Penalty 3707.415272 = -7862900.991038
  nChanged 1131
		SP:Iteration 26Q (954.430000 sec): 3 clusters
  Score: Raw -7866811.462602 + Penalty 3707.415272 = -7863104.047330
  nChanged 1054
		SP:Iteration 27Q (955.060000 sec): 3 clusters
  Score: Raw -7866992.522915 + Penalty 3707.415272 = -7863285.107642
  nChanged 995
		SP:Iteration 28Q (955.670000 sec): 3 clusters
  Score: Raw -7867161.886829 + Penalty 3707.415272 = -7863454.471557
  nChanged 981
		SP:Iteration 29Q (956.230000 sec): 3 clusters
  Score: Raw -7867326.030973 + Penalty 3707.415272 = -7863618.615701
  nChanged 877
		SP:Iteration 30Q (956.820000 sec): 3 clusters
  Score: Raw -7867468.972190 + Penalty 3707.415272 = -7863761.556917
  nChanged 824
		SP:Iteration 31Q (957.370000 sec): 3 clusters
  Score: Raw -7867594.837865 + Penalty 3707.415272 = -7863887.422592
  nChanged 737
		SP:Iteration 32Q (957.970000 sec): 3 clusters
  Score: Raw -7867702.966139 + Penalty 3707.415272 = -7863995.550866
  nChanged 700
		SP:Iteration 33Q (958.540000 sec): 3 clusters
  Score: Raw -7867805.777304 + Penalty 3707.415272 = -7864098.362032
  nChanged 643
		SP:Iteration 34Q (959.160000 sec): 3 clusters
  Score: Raw -7867891.454856 + Penalty 3707.415272 = -7864184.039584
  nChanged 570
		SP:Iteration 35Q (959.760000 sec): 3 clusters
  Score: Raw -7867965.221134 + Penalty 3707.415272 = -7864257.805862
  nChanged 521
		SP:Iteration 36Q (960.300000 sec): 3 clusters
  Score: Raw -7868028.408639 + Penalty 3707.415272 = -7864320.993367
  nChanged 451
		SP:Iteration 37Q (960.940000 sec): 3 clusters
  Score: Raw -7868081.444574 + Penalty 3707.415272 = -7864374.029302
  nChanged 431
		SP:Iteration 38Q (961.540000 sec): 3 clusters
  Score: Raw -7868130.435028 + Penalty 3707.415272 = -7864423.019756
  nChanged 408
		SP:Iteration 39Q (962.110000 sec): 3 clusters
  Score: Raw -7868177.506516 + Penalty 3707.415272 = -7864470.091244
  nChanged 400
		SP:Iteration 40F (962.660000 sec): 3 clusters
  Score: Raw -7868221.520035 + Penalty 3707.415272 = -7864514.104763
  nChanged 348
		SP:Iteration 41Q (963.160000 sec): 3 clusters
  Score: Raw -7868256.147131 + Penalty 3707.415272 = -7864548.731858
  nChanged 285
		SP:Iteration 42Q (963.690000 sec): 3 clusters
  Score: Raw -7868284.204413 + Penalty 3707.415272 = -7864576.789141
  nChanged 269
		SP:Iteration 43Q (964.230000 sec): 3 clusters
  Score: Raw -7868308.511398 + Penalty 3707.415272 = -7864601.096126
  nChanged 245
		SP:Iteration 44Q (964.810000 sec): 3 clusters
  Score: Raw -7868329.777128 + Penalty 3707.415272 = -7864622.361856
  nChanged 221
		SP:Iteration 45Q (965.350000 sec): 3 clusters
  Score: Raw -7868350.070071 + Penalty 3707.415272 = -7864642.654798
  nChanged 234
		SP:Iteration 46Q (966.010000 sec): 3 clusters
  Score: Raw -7868371.650250 + Penalty 3707.415272 = -7864664.234978
  nChanged 199
		SP:Iteration 47Q (966.560000 sec): 3 clusters
  Score: Raw -7868390.689944 + Penalty 3707.415272 = -7864683.274672
  nChanged 198
		SP:Iteration 48Q (967.130000 sec): 3 clusters
  Score: Raw -7868408.215478 + Penalty 3707.415272 = -7864700.800206
  nChanged 167
		SP:Iteration 49Q (967.670000 sec): 3 clusters
  Score: Raw -7868421.782201 + Penalty 3707.415272 = -7864714.366929
  nChanged 149
		SP:Iteration 50Q (968.260000 sec): 3 clusters
  Score: Raw -7868433.002371 + Penalty 3707.415272 = -7864725.587099
  nChanged 114
		SP:Iteration 51Q (968.800000 sec): 3 clusters
  Score: Raw -7868440.299759 + Penalty 3707.415272 = -7864732.884487
  nChanged 96
		SP:Iteration 52Q (969.390000 sec): 3 clusters
  Score: Raw -7868445.949629 + Penalty 3707.415272 = -7864738.534357
  nChanged 66
		SP:Iteration 53Q (969.960000 sec): 3 clusters
  Score: Raw -7868449.492860 + Penalty 3707.415272 = -7864742.077587
  nChanged 53
		SP:Iteration 54Q (970.590000 sec): 3 clusters
  Score: Raw -7868452.669427 + Penalty 3707.415272 = -7864745.254154
  nChanged 69
		SP:Iteration 55Q (971.160000 sec): 3 clusters
  Score: Raw -7868455.860564 + Penalty 3707.415272 = -7864748.445292
  nChanged 44
		SP:Iteration 56Q (971.660000 sec): 3 clusters
  Score: Raw -7868457.588622 + Penalty 3707.415272 = -7864750.173350
  nChanged 36
		SP:Iteration 57Q (972.240000 sec): 3 clusters
  Score: Raw -7868459.163634 + Penalty 3707.415272 = -7864751.748362
  nChanged 36
		SP:Iteration 58Q (972.880000 sec): 3 clusters
  Score: Raw -7868460.725236 + Penalty 3707.415272 = -7864753.309964
  nChanged 32
		SP:Iteration 59Q (973.460000 sec): 3 clusters
  Score: Raw -7868462.127926 + Penalty 3707.415272 = -7864754.712654
  nChanged 35
		SP:Iteration 60F (973.990000 sec): 3 clusters
  Score: Raw -7868463.505471 + Penalty 3707.415272 = -7864756.090199
  nChanged 36
		SP:Iteration 61Q (974.560000 sec): 3 clusters
  Score: Raw -7868465.063710 + Penalty 3707.415272 = -7864757.648438
  nChanged 32
		SP:Iteration 62Q (975.160000 sec): 3 clusters
  Score: Raw -7868466.672211 + Penalty 3707.415272 = -7864759.256939
  nChanged 42
		SP:Iteration 63Q (975.670000 sec): 3 clusters
  Score: Raw -7868468.823589 + Penalty 3707.415272 = -7864761.408317
  nChanged 43
		SP:Iteration 64Q (976.240000 sec): 3 clusters
  Score: Raw -7868471.083129 + Penalty 3707.415272 = -7864763.667857
  nChanged 41
		SP:Iteration 65Q (976.840000 sec): 3 clusters
  Score: Raw -7868472.724590 + Penalty 3707.415272 = -7864765.309317
  nChanged 30
		SP:Iteration 66Q (977.430000 sec): 3 clusters
  Score: Raw -7868473.940496 + Penalty 3707.415272 = -7864766.525224
  nChanged 28
		SP:Iteration 67Q (977.980000 sec): 3 clusters
  Score: Raw -7868475.069347 + Penalty 3707.415272 = -7864767.654075
  nChanged 24
		SP:Iteration 68Q (978.550000 sec): 3 clusters
  Score: Raw -7868475.976940 + Penalty 3707.415272 = -7864768.561668
  nChanged 26
		SP:Iteration 69Q (979.150000 sec): 3 clusters
  Score: Raw -7868477.015649 + Penalty 3707.415272 = -7864769.600377
  nChanged 16
		SP:Iteration 70Q (979.680000 sec): 3 clusters
  Score: Raw -7868477.602542 + Penalty 3707.415272 = -7864770.187270
  nChanged 19
		SP:Iteration 71Q (980.240000 sec): 3 clusters
  Score: Raw -7868478.240195 + Penalty 3707.415272 = -7864770.824923
  nChanged 14
		SP:Iteration 72Q (980.740000 sec): 3 clusters
  Score: Raw -7868478.686347 + Penalty 3707.415272 = -7864771.271074
  nChanged 10
		SP:Iteration 73Q (981.280000 sec): 3 clusters
  Score: Raw -7868478.955271 + Penalty 3707.415272 = -7864771.539999
  nChanged 6
		SP:Iteration 74Q (981.820000 sec): 3 clusters
  Score: Raw -7868479.145990 + Penalty 3707.415272 = -7864771.730718
  nChanged 5
		SP:Iteration 75Q (982.300000 sec): 3 clusters
  Score: Raw -7868479.312896 + Penalty 3707.415272 = -7864771.897623
  nChanged 5
		SP:Iteration 76Q (982.860000 sec): 3 clusters
  Score: Raw -7868479.463914 + Penalty 3707.415272 = -7864772.048642
  nChanged 3
		SP:Iteration 77Q (983.380000 sec): 3 clusters
  Score: Raw -7868479.520293 + Penalty 3707.415272 = -7864772.105021
  nChanged 1
		SP:Iteration 78Q (983.930000 sec): 3 clusters
  Score: Raw -7868479.533417 + Penalty 3707.415272 = -7864772.118144
  nChanged 0
		SP:Iteration 79F (984.520000 sec): 3 clusters
  Score: Raw -7868479.533417 + Penalty 3707.415272 = -7864772.118144
  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 10.68 GB.

 Trying to split cluster 8 (42902 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (984.860000 sec): 2 clusters
  Score: Raw -3598702.491427 + Penalty 1733.334480 = -3596969.156947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (985.220000 sec): 3 clusters
  Score: Raw -3571752.371413 + Penalty 3466.668960 = -3568285.702452
  nChanged 20126
		SP:Iteration 1F (985.610000 sec): 3 clusters
  Score: Raw -3587146.889512 + Penalty 3466.668960 = -3583680.220551
  nChanged 4749
		SP:Iteration 2F (985.920000 sec): 3 clusters
  Score: Raw -3592901.707462 + Penalty 3466.668960 = -3589435.038502
  nChanged 4947
		SP:Iteration 3F (986.320000 sec): 3 clusters
  Score: Raw -3598614.063069 + Penalty 3466.668960 = -3595147.394109
  nChanged 3616
		SP:Iteration 4F (986.700000 sec): 3 clusters
  Score: Raw -3601409.584331 + Penalty 3466.668960 = -3597942.915371
  nChanged 2208
		SP:Iteration 5F (987.060000 sec): 3 clusters
  Score: Raw -3602520.184662 + Penalty 3466.668960 = -3599053.515702
  nChanged 1303
		SP:Iteration 6Q (987.420000 sec): 3 clusters
  Score: Raw -3602964.096864 + Penalty 3466.668960 = -3599497.427903
  nChanged 871
		SP:Iteration 7Q (987.770000 sec): 3 clusters
  Score: Raw -3603192.973998 + Penalty 3466.668960 = -3599726.305037
  nChanged 656
		SP:Iteration 8Q (988.150000 sec): 3 clusters
  Score: Raw -3603346.170106 + Penalty 3466.668960 = -3599879.501146
  nChanged 517
		SP:Iteration 9Q (988.550000 sec): 3 clusters
  Score: Raw -3603457.396493 + Penalty 3466.668960 = -3599990.727533
  nChanged 426
		SP:Iteration 10Q (988.940000 sec): 3 clusters
  Score: Raw -3603543.822099 + Penalty 3466.668960 = -3600077.153139
  nChanged 378
		SP:Iteration 11Q (989.300000 sec): 3 clusters
  Score: Raw -3603620.172233 + Penalty 3466.668960 = -3600153.503273
  nChanged 354
		SP:Iteration 12Q (989.760000 sec): 3 clusters
  Score: Raw -3603703.064794 + Penalty 3466.668960 = -3600236.395834
  nChanged 350
		SP:Iteration 13Q (990.130000 sec): 3 clusters
  Score: Raw -3603809.666255 + Penalty 3466.668960 = -3600342.997295
  nChanged 397
		SP:Iteration 14Q (990.510000 sec): 3 clusters
  Score: Raw -3603957.291829 + Penalty 3466.668960 = -3600490.622868
  nChanged 422
		SP:Iteration 15Q (990.940000 sec): 3 clusters
  Score: Raw -3604123.621770 + Penalty 3466.668960 = -3600656.952810
  nChanged 444
		SP:Iteration 16Q (991.310000 sec): 3 clusters
  Score: Raw -3604269.280224 + Penalty 3466.668960 = -3600802.611264
  nChanged 439
		SP:Iteration 17Q (991.740000 sec): 3 clusters
  Score: Raw -3604369.668510 + Penalty 3466.668960 = -3600902.999550
  nChanged 390
		SP:Iteration 18Q (992.160000 sec): 3 clusters
  Score: Raw -3604447.578638 + Penalty 3466.668960 = -3600980.909678
  nChanged 366
		SP:Iteration 19Q (992.560000 sec): 3 clusters
  Score: Raw -3604513.778181 + Penalty 3466.668960 = -3601047.109220
  nChanged 342
		SP:Iteration 20F (992.910000 sec): 3 clusters
  Score: Raw -3604570.680047 + Penalty 3466.668960 = -3601104.011087
  nChanged 315
		SP:Iteration 21Q (993.320000 sec): 3 clusters
  Score: Raw -3604626.793133 + Penalty 3466.668960 = -3601160.124173
  nChanged 288
		SP:Iteration 22Q (993.670000 sec): 3 clusters
  Score: Raw -3604675.305080 + Penalty 3466.668960 = -3601208.636120
  nChanged 270
		SP:Iteration 23Q (994.060000 sec): 3 clusters
  Score: Raw -3604720.173862 + Penalty 3466.668960 = -3601253.504902
  nChanged 245
		SP:Iteration 24Q (994.480000 sec): 3 clusters
  Score: Raw -3604758.557181 + Penalty 3466.668960 = -3601291.888221
  nChanged 244
		SP:Iteration 25Q (994.840000 sec): 3 clusters
  Score: Raw -3604797.184467 + Penalty 3466.668960 = -3601330.515507
  nChanged 228
		SP:Iteration 26Q (995.240000 sec): 3 clusters
  Score: Raw -3604830.119033 + Penalty 3466.668960 = -3601363.450073
  nChanged 197
		SP:Iteration 27Q (995.610000 sec): 3 clusters
  Score: Raw -3604859.182017 + Penalty 3466.668960 = -3601392.513057
  nChanged 183
		SP:Iteration 28Q (995.930000 sec): 3 clusters
  Score: Raw -3604887.296594 + Penalty 3466.668960 = -3601420.627634
  nChanged 179
		SP:Iteration 29Q (996.300000 sec): 3 clusters
  Score: Raw -3604914.553034 + Penalty 3466.668960 = -3601447.884073
  nChanged 183
		SP:Iteration 30Q (996.650000 sec): 3 clusters
  Score: Raw -3604942.295080 + Penalty 3466.668960 = -3601475.626119
  nChanged 179
		SP:Iteration 31Q (997.110000 sec): 3 clusters
  Score: Raw -3604970.957460 + Penalty 3466.668960 = -3601504.288500
  nChanged 180
		SP:Iteration 32Q (997.490000 sec): 3 clusters
  Score: Raw -3604998.675714 + Penalty 3466.668960 = -3601532.006754
  nChanged 194
		SP:Iteration 33Q (997.890000 sec): 3 clusters
  Score: Raw -3605031.520381 + Penalty 3466.668960 = -3601564.851421
  nChanged 175
		SP:Iteration 34Q (998.280000 sec): 3 clusters
  Score: Raw -3605059.747260 + Penalty 3466.668960 = -3601593.078300
  nChanged 182
		SP:Iteration 35Q (998.690000 sec): 3 clusters
  Score: Raw -3605092.603843 + Penalty 3466.668960 = -3601625.934883
  nChanged 198
		SP:Iteration 36Q (999.060000 sec): 3 clusters
  Score: Raw -3605134.675041 + Penalty 3466.668960 = -3601668.006081
  nChanged 221
		SP:Iteration 37Q (999.470000 sec): 3 clusters
  Score: Raw -3605188.270293 + Penalty 3466.668960 = -3601721.601333
  nChanged 250
		SP:Iteration 38Q (999.830000 sec): 3 clusters
  Score: Raw -3605250.225166 + Penalty 3466.668960 = -3601783.556206
  nChanged 289
		SP:Iteration 39Q (1000.240000 sec): 3 clusters
  Score: Raw -3605321.571639 + Penalty 3466.668960 = -3601854.902679
  nChanged 276
		SP:Iteration 40F (1000.590000 sec): 3 clusters
  Score: Raw -3605392.880928 + Penalty 3466.668960 = -3601926.211968
  nChanged 261
		SP:Iteration 41Q (1001.020000 sec): 3 clusters
  Score: Raw -3605459.808225 + Penalty 3466.668960 = -3601993.139265
  nChanged 287
		SP:Iteration 42Q (1001.390000 sec): 3 clusters
  Score: Raw -3605531.793628 + Penalty 3466.668960 = -3602065.124667
  nChanged 306
		SP:Iteration 43Q (1001.800000 sec): 3 clusters
  Score: Raw -3605624.200086 + Penalty 3466.668960 = -3602157.531126
  nChanged 325
		SP:Iteration 44Q (1002.220000 sec): 3 clusters
  Score: Raw -3605727.467333 + Penalty 3466.668960 = -3602260.798373
  nChanged 360
		SP:Iteration 45Q (1002.650000 sec): 3 clusters
  Score: Raw -3605856.787528 + Penalty 3466.668960 = -3602390.118568
  nChanged 386
		SP:Iteration 46Q (1003.050000 sec): 3 clusters
  Score: Raw -3606006.893717 + Penalty 3466.668960 = -3602540.224756
  nChanged 357
		SP:Iteration 47Q (1003.550000 sec): 3 clusters
  Score: Raw -3606156.808478 + Penalty 3466.668960 = -3602690.139518
  nChanged 384
		SP:Iteration 48Q (1003.930000 sec): 3 clusters
  Score: Raw -3606314.009413 + Penalty 3466.668960 = -3602847.340452
  nChanged 398
		SP:Iteration 49Q (1004.330000 sec): 3 clusters
  Score: Raw -3606450.832082 + Penalty 3466.668960 = -3602984.163122
  nChanged 360
		SP:Iteration 50Q (1004.710000 sec): 3 clusters
  Score: Raw -3606556.188268 + Penalty 3466.668960 = -3603089.519308
  nChanged 303
		SP:Iteration 51Q (1005.120000 sec): 3 clusters
  Score: Raw -3606640.787931 + Penalty 3466.668960 = -3603174.118971
  nChanged 297
		SP:Iteration 52Q (1005.530000 sec): 3 clusters
  Score: Raw -3606726.650127 + Penalty 3466.668960 = -3603259.981167
  nChanged 301
		SP:Iteration 53Q (1005.900000 sec): 3 clusters
  Score: Raw -3606821.932980 + Penalty 3466.668960 = -3603355.264020
  nChanged 336
		SP:Iteration 54Q (1006.290000 sec): 3 clusters
  Score: Raw -3606942.936535 + Penalty 3466.668960 = -3603476.267575
  nChanged 347
		SP:Iteration 55Q (1006.700000 sec): 3 clusters
  Score: Raw -3607097.341163 + Penalty 3466.668960 = -3603630.672203
  nChanged 402
		SP:Iteration 56Q (1007.040000 sec): 3 clusters
  Score: Raw -3607288.742348 + Penalty 3466.668960 = -3603822.073387
  nChanged 442
		SP:Iteration 57Q (1007.410000 sec): 3 clusters
  Score: Raw -3607497.629806 + Penalty 3466.668960 = -3604030.960846
  nChanged 479
		SP:Iteration 58Q (1007.770000 sec): 3 clusters
  Score: Raw -3607711.488847 + Penalty 3466.668960 = -3604244.819887
  nChanged 468
		SP:Iteration 59Q (1008.150000 sec): 3 clusters
  Score: Raw -3607909.115947 + Penalty 3466.668960 = -3604442.446987
  nChanged 477
		SP:Iteration 60F (1008.540000 sec): 3 clusters
  Score: Raw -3608093.885286 + Penalty 3466.668960 = -3604627.216325
  nChanged 486
		SP:Iteration 61Q (1008.890000 sec): 3 clusters
  Score: Raw -3608278.904515 + Penalty 3466.668960 = -3604812.235555
  nChanged 435
		SP:Iteration 62Q (1009.280000 sec): 3 clusters
  Score: Raw -3608437.836638 + Penalty 3466.668960 = -3604971.167677
  nChanged 443
		SP:Iteration 63Q (1009.560000 sec): 3 clusters
  Score: Raw -3608607.450670 + Penalty 3466.668960 = -3605140.781710
  nChanged 437
		SP:Iteration 64Q (1009.940000 sec): 3 clusters
  Score: Raw -3608781.433761 + Penalty 3466.668960 = -3605314.764801
  nChanged 435
		SP:Iteration 65Q (1010.290000 sec): 3 clusters
  Score: Raw -3608950.778993 + Penalty 3466.668960 = -3605484.110032
  nChanged 459
		SP:Iteration 66Q (1010.620000 sec): 3 clusters
  Score: Raw -3609120.579523 + Penalty 3466.668960 = -3605653.910563
  nChanged 460
		SP:Iteration 67Q (1010.940000 sec): 3 clusters
  Score: Raw -3609279.085921 + Penalty 3466.668960 = -3605812.416961
  nChanged 444
		SP:Iteration 68Q (1011.340000 sec): 3 clusters
  Score: Raw -3609426.170805 + Penalty 3466.668960 = -3605959.501845
  nChanged 439
		SP:Iteration 69Q (1011.700000 sec): 3 clusters
  Score: Raw -3609554.880895 + Penalty 3466.668960 = -3606088.211935
  nChanged 400
		SP:Iteration 70Q (1011.980000 sec): 3 clusters
  Score: Raw -3609675.093152 + Penalty 3466.668960 = -3606208.424192
  nChanged 415
		SP:Iteration 71Q (1012.350000 sec): 3 clusters
  Score: Raw -3609805.575940 + Penalty 3466.668960 = -3606338.906980
  nChanged 448
		SP:Iteration 72Q (1012.660000 sec): 3 clusters
  Score: Raw -3609956.199296 + Penalty 3466.668960 = -3606489.530335
  nChanged 488
		SP:Iteration 73Q (1013.040000 sec): 3 clusters
  Score: Raw -3610139.832202 + Penalty 3466.668960 = -3606673.163242
  nChanged 539
		SP:Iteration 74Q (1013.420000 sec): 3 clusters
  Score: Raw -3610367.173220 + Penalty 3466.668960 = -3606900.504260
  nChanged 614
		SP:Iteration 75Q (1013.800000 sec): 3 clusters
  Score: Raw -3610669.015026 + Penalty 3466.668960 = -3607202.346066
  nChanged 717
		SP:Iteration 76Q (1014.180000 sec): 3 clusters
  Score: Raw -3611102.144046 + Penalty 3466.668960 = -3607635.475085
  nChanged 812
		SP:Iteration 77Q (1014.520000 sec): 3 clusters
  Score: Raw -3611620.741236 + Penalty 3466.668960 = -3608154.072276
  nChanged 830
		SP:Iteration 78Q (1014.940000 sec): 3 clusters
  Score: Raw -3612131.894016 + Penalty 3466.668960 = -3608665.225056
  nChanged 751
		SP:Iteration 79Q (1015.320000 sec): 3 clusters
  Score: Raw -3612487.230251 + Penalty 3466.668960 = -3609020.561291
  nChanged 632
		SP:Iteration 80F (1015.680000 sec): 3 clusters
  Score: Raw -3612772.054007 + Penalty 3466.668960 = -3609305.385046
  nChanged 544
		SP:Iteration 81Q (1016.110000 sec): 3 clusters
  Score: Raw -3612963.486780 + Penalty 3466.668960 = -3609496.817819
  nChanged 428
		SP:Iteration 82Q (1016.430000 sec): 3 clusters
  Score: Raw -3613088.104746 + Penalty 3466.668960 = -3609621.435786
  nChanged 364
		SP:Iteration 83Q (1016.840000 sec): 3 clusters
  Score: Raw -3613187.081968 + Penalty 3466.668960 = -3609720.413007
  nChanged 309
		SP:Iteration 84Q (1017.200000 sec): 3 clusters
  Score: Raw -3613260.408892 + Penalty 3466.668960 = -3609793.739932
  nChanged 268
		SP:Iteration 85Q (1017.580000 sec): 3 clusters
  Score: Raw -3613320.281571 + Penalty 3466.668960 = -3609853.612611
  nChanged 215
		SP:Iteration 86Q (1017.990000 sec): 3 clusters
  Score: Raw -3613373.093166 + Penalty 3466.668960 = -3609906.424206
  nChanged 199
		SP:Iteration 87Q (1018.310000 sec): 3 clusters
  Score: Raw -3613417.777591 + Penalty 3466.668960 = -3609951.108631
  nChanged 179
		SP:Iteration 88Q (1018.630000 sec): 3 clusters
  Score: Raw -3613453.468558 + Penalty 3466.668960 = -3609986.799598
  nChanged 136
		SP:Iteration 89Q (1018.980000 sec): 3 clusters
  Score: Raw -3613480.363930 + Penalty 3466.668960 = -3610013.694969
  nChanged 138
		SP:Iteration 90Q (1019.370000 sec): 3 clusters
  Score: Raw -3613505.204149 + Penalty 3466.668960 = -3610038.535189
  nChanged 134
		SP:Iteration 91Q (1019.790000 sec): 3 clusters
  Score: Raw -3613528.712271 + Penalty 3466.668960 = -3610062.043311
  nChanged 124
		SP:Iteration 92Q (1020.170000 sec): 3 clusters
  Score: Raw -3613545.901508 + Penalty 3466.668960 = -3610079.232547
  nChanged 117
		SP:Iteration 93Q (1020.520000 sec): 3 clusters
  Score: Raw -3613558.850443 + Penalty 3466.668960 = -3610092.181483
  nChanged 80
		SP:Iteration 94Q (1020.880000 sec): 3 clusters
  Score: Raw -3613566.390238 + Penalty 3466.668960 = -3610099.721277
  nChanged 79
		SP:Iteration 95Q (1021.210000 sec): 3 clusters
  Score: Raw -3613576.302806 + Penalty 3466.668960 = -3610109.633846
  nChanged 82
		SP:Iteration 96Q (1021.600000 sec): 3 clusters
  Score: Raw -3613587.795078 + Penalty 3466.668960 = -3610121.126118
  nChanged 77
		SP:Iteration 97Q (1021.950000 sec): 3 clusters
  Score: Raw -3613598.639497 + Penalty 3466.668960 = -3610131.970537
  nChanged 81
		SP:Iteration 98Q (1022.340000 sec): 3 clusters
  Score: Raw -3613608.794651 + Penalty 3466.668960 = -3610142.125691
  nChanged 81
		SP:Iteration 99Q (1022.630000 sec): 3 clusters
  Score: Raw -3613626.717073 + Penalty 3466.668960 = -3610160.048113
  nChanged 92
		SP:Iteration 100F (1023.030000 sec): 3 clusters
  Score: Raw -3613641.973278 + Penalty 3466.668960 = -3610175.304318
  nChanged 89
		SP:Iteration 101Q (1023.380000 sec): 3 clusters
  Score: Raw -3613655.911030 + Penalty 3466.668960 = -3610189.242070
  nChanged 101
		SP:Iteration 102Q (1023.730000 sec): 3 clusters
  Score: Raw -3613671.465430 + Penalty 3466.668960 = -3610204.796470
  nChanged 90
		SP:Iteration 103Q (1024.090000 sec): 3 clusters
  Score: Raw -3613682.340719 + Penalty 3466.668960 = -3610215.671758
  nChanged 81
		SP:Iteration 104Q (1024.470000 sec): 3 clusters
  Score: Raw -3613692.493790 + Penalty 3466.668960 = -3610225.824830
  nChanged 70
		SP:Iteration 105Q (1024.860000 sec): 3 clusters
  Score: Raw -3613698.999262 + Penalty 3466.668960 = -3610232.330302
  nChanged 58
		SP:Iteration 106Q (1025.270000 sec): 3 clusters
  Score: Raw -3613706.162583 + Penalty 3466.668960 = -3610239.493623
  nChanged 70
		SP:Iteration 107Q (1025.600000 sec): 3 clusters
  Score: Raw -3613718.721462 + Penalty 3466.668960 = -3610252.052502
  nChanged 75
		SP:Iteration 108Q (1025.950000 sec): 3 clusters
  Score: Raw -3613736.835512 + Penalty 3466.668960 = -3610270.166552
  nChanged 66
		SP:Iteration 109Q (1026.330000 sec): 3 clusters
  Score: Raw -3613749.204549 + Penalty 3466.668960 = -3610282.535589
  nChanged 56
		SP:Iteration 110Q (1026.710000 sec): 3 clusters
  Score: Raw -3613756.701351 + Penalty 3466.668960 = -3610290.032391
  nChanged 47
		SP:Iteration 111Q (1027.090000 sec): 3 clusters
  Score: Raw -3613762.747304 + Penalty 3466.668960 = -3610296.078344
  nChanged 55
		SP:Iteration 112Q (1027.450000 sec): 3 clusters
  Score: Raw -3613768.871339 + Penalty 3466.668960 = -3610302.202379
  nChanged 59
		SP:Iteration 113Q (1027.790000 sec): 3 clusters
  Score: Raw -3613774.267424 + Penalty 3466.668960 = -3610307.598464
  nChanged 51
		SP:Iteration 114Q (1028.170000 sec): 3 clusters
  Score: Raw -3613778.886228 + Penalty 3466.668960 = -3610312.217268
  nChanged 46
		SP:Iteration 115Q (1028.560000 sec): 3 clusters
  Score: Raw -3613782.542314 + Penalty 3466.668960 = -3610315.873354
  nChanged 47
		SP:Iteration 116Q (1028.960000 sec): 3 clusters
  Score: Raw -3613786.579163 + Penalty 3466.668960 = -3610319.910203
  nChanged 49
		SP:Iteration 117Q (1029.300000 sec): 3 clusters
  Score: Raw -3613791.096105 + Penalty 3466.668960 = -3610324.427145
  nChanged 50
		SP:Iteration 118Q (1029.670000 sec): 3 clusters
  Score: Raw -3613797.688891 + Penalty 3466.668960 = -3610331.019931
  nChanged 59
		SP:Iteration 119Q (1030.020000 sec): 3 clusters
  Score: Raw -3613804.926457 + Penalty 3466.668960 = -3610338.257497
  nChanged 55
		SP:Iteration 120F (1030.450000 sec): 3 clusters
  Score: Raw -3613812.032599 + Penalty 3466.668960 = -3610345.363639
  nChanged 56
		SP:Iteration 121Q (1030.800000 sec): 3 clusters
  Score: Raw -3613819.512978 + Penalty 3466.668960 = -3610352.844018
  nChanged 46
		SP:Iteration 122Q (1031.090000 sec): 3 clusters
  Score: Raw -3613824.895187 + Penalty 3466.668960 = -3610358.226226
  nChanged 57
		SP:Iteration 123Q (1031.490000 sec): 3 clusters
  Score: Raw -3613832.642156 + Penalty 3466.668960 = -3610365.973195
  nChanged 56
		SP:Iteration 124Q (1031.820000 sec): 3 clusters
  Score: Raw -3613839.851231 + Penalty 3466.668960 = -3610373.182271
  nChanged 61
		SP:Iteration 125Q (1032.200000 sec): 3 clusters
  Score: Raw -3613846.255870 + Penalty 3466.668960 = -3610379.586910
  nChanged 58
		SP:Iteration 126Q (1032.570000 sec): 3 clusters
  Score: Raw -3613854.029573 + Penalty 3466.668960 = -3610387.360612
  nChanged 63
		SP:Iteration 127Q (1032.910000 sec): 3 clusters
  Score: Raw -3613863.633590 + Penalty 3466.668960 = -3610396.964629
  nChanged 62
		SP:Iteration 128Q (1033.280000 sec): 3 clusters
  Score: Raw -3613869.724935 + Penalty 3466.668960 = -3610403.055974
  nChanged 43
		SP:Iteration 129Q (1033.630000 sec): 3 clusters
  Score: Raw -3613873.446232 + Penalty 3466.668960 = -3610406.777272
  nChanged 39
		SP:Iteration 130Q (1033.990000 sec): 3 clusters
  Score: Raw -3613876.495007 + Penalty 3466.668960 = -3610409.826047
  nChanged 43
		SP:Iteration 131Q (1034.380000 sec): 3 clusters
  Score: Raw -3613880.221659 + Penalty 3466.668960 = -3610413.552699
  nChanged 35
		SP:Iteration 132Q (1034.740000 sec): 3 clusters
  Score: Raw -3613882.583469 + Penalty 3466.668960 = -3610415.914509
  nChanged 28
		SP:Iteration 133Q (1035.070000 sec): 3 clusters
  Score: Raw -3613884.991428 + Penalty 3466.668960 = -3610418.322468
  nChanged 24
		SP:Iteration 134Q (1035.420000 sec): 3 clusters
  Score: Raw -3613886.529020 + Penalty 3466.668960 = -3610419.860059
  nChanged 16
		SP:Iteration 135Q (1035.820000 sec): 3 clusters
  Score: Raw -3613887.319982 + Penalty 3466.668960 = -3610420.651021
  nChanged 16
		SP:Iteration 136Q (1036.170000 sec): 3 clusters
  Score: Raw -3613888.151118 + Penalty 3466.668960 = -3610421.482158
  nChanged 16
		SP:Iteration 137Q (1036.530000 sec): 3 clusters
  Score: Raw -3613889.095683 + Penalty 3466.668960 = -3610422.426723
  nChanged 12
		SP:Iteration 138Q (1036.930000 sec): 3 clusters
  Score: Raw -3613889.800605 + Penalty 3466.668960 = -3610423.131644
  nChanged 8
		SP:Iteration 139Q (1037.290000 sec): 3 clusters
  Score: Raw -3613890.084502 + Penalty 3466.668960 = -3610423.415542
  nChanged 4
		SP:Iteration 140F (1037.670000 sec): 3 clusters
  Score: Raw -3613890.215962 + Penalty 3466.668960 = -3610423.547002
  nChanged 4
		SP:Iteration 141Q (1038.030000 sec): 3 clusters
  Score: Raw -3613890.307322 + Penalty 3466.668960 = -3610423.638362
  nChanged 2
		SP:Iteration 142Q (1038.390000 sec): 3 clusters
  Score: Raw -3613890.374491 + Penalty 3466.668960 = -3610423.705531
  nChanged 1
		SP:Iteration 143Q (1038.760000 sec): 3 clusters
  Score: Raw -3613890.401672 + Penalty 3466.668960 = -3610423.732711
  nChanged 1
		SP:Iteration 144Q (1039.190000 sec): 3 clusters
  Score: Raw -3613890.439803 + Penalty 3466.668960 = -3610423.770842
  nChanged 0
		SP:Iteration 145F (1039.510000 sec): 3 clusters
  Score: Raw -3613890.439803 + Penalty 3466.668960 = -3610423.770842
  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 10.68 GB.

 Trying to split cluster 9 (86502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1040.010000 sec): 2 clusters
  Score: Raw -7442282.687661 + Penalty 1847.287457 = -7440435.400203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1040.610000 sec): 3 clusters
  Score: Raw -7385949.513228 + Penalty 3694.574915 = -7382254.938313
  nChanged 41363
		SP:Iteration 1F (1041.210000 sec): 3 clusters
  Score: Raw -7409983.987144 + Penalty 3694.574915 = -7406289.412229
  nChanged 3356
		SP:Iteration 2Q (1041.810000 sec): 3 clusters
  Score: Raw -7411547.377178 + Penalty 3694.574915 = -7407852.802264
  nChanged 4127
		SP:Iteration 3Q (1042.440000 sec): 3 clusters
  Score: Raw -7414974.146097 + Penalty 3694.574915 = -7411279.571183
  nChanged 5426
		SP:Iteration 4F (1042.980000 sec): 3 clusters
  Score: Raw -7421977.605863 + Penalty 3694.574915 = -7418283.030948
  nChanged 7703
		SP:Iteration 5F (1043.560000 sec): 3 clusters
  Score: Raw -7436261.037866 + Penalty 3694.574915 = -7432566.462952
  nChanged 11250
		SP:Iteration 6F (1044.190000 sec): 3 clusters
  Score: Raw -7458519.731918 + Penalty 3694.574915 = -7454825.157003
  nChanged 10948
		SP:Iteration 7F (1044.780000 sec): 3 clusters
  Score: Raw -7474744.040719 + Penalty 3694.574915 = -7471049.465804
  nChanged 5102
		SP:Iteration 8F (1045.300000 sec): 3 clusters
  Score: Raw -7480434.716221 + Penalty 3694.574915 = -7476740.141307
  nChanged 1828
		SP:Iteration 9Q (1045.800000 sec): 3 clusters
  Score: Raw -7481916.367617 + Penalty 3694.574915 = -7478221.792702
  nChanged 834
		SP:Iteration 10Q (1046.430000 sec): 3 clusters
  Score: Raw -7482342.356631 + Penalty 3694.574915 = -7478647.781717
  nChanged 482
		SP:Iteration 11Q (1047.060000 sec): 3 clusters
  Score: Raw -7482526.064146 + Penalty 3694.574915 = -7478831.489231
  nChanged 366
		SP:Iteration 12Q (1047.570000 sec): 3 clusters
  Score: Raw -7482651.035511 + Penalty 3694.574915 = -7478956.460596
  nChanged 311
		SP:Iteration 13Q (1048.080000 sec): 3 clusters
  Score: Raw -7482757.641650 + Penalty 3694.574915 = -7479063.066735
  nChanged 281
		SP:Iteration 14Q (1048.660000 sec): 3 clusters
  Score: Raw -7482865.140111 + Penalty 3694.574915 = -7479170.565196
  nChanged 271
		SP:Iteration 15Q (1049.190000 sec): 3 clusters
  Score: Raw -7482967.062780 + Penalty 3694.574915 = -7479272.487866
  nChanged 253
		SP:Iteration 16Q (1049.770000 sec): 3 clusters
  Score: Raw -7483066.489368 + Penalty 3694.574915 = -7479371.914454
  nChanged 268
		SP:Iteration 17Q (1050.300000 sec): 3 clusters
  Score: Raw -7483161.728260 + Penalty 3694.574915 = -7479467.153345
  nChanged 196
		SP:Iteration 18Q (1050.920000 sec): 3 clusters
  Score: Raw -7483211.605725 + Penalty 3694.574915 = -7479517.030811
  nChanged 157
		SP:Iteration 19Q (1051.500000 sec): 3 clusters
  Score: Raw -7483240.709338 + Penalty 3694.574915 = -7479546.134424
  nChanged 118
		SP:Iteration 20F (1052.090000 sec): 3 clusters
  Score: Raw -7483257.202476 + Penalty 3694.574915 = -7479562.627561
  nChanged 94
		SP:Iteration 21Q (1052.650000 sec): 3 clusters
  Score: Raw -7483267.723979 + Penalty 3694.574915 = -7479573.149065
  nChanged 71
		SP:Iteration 22Q (1053.220000 sec): 3 clusters
  Score: Raw -7483274.684835 + Penalty 3694.574915 = -7479580.109921
  nChanged 53
		SP:Iteration 23Q (1053.730000 sec): 3 clusters
  Score: Raw -7483279.156521 + Penalty 3694.574915 = -7479584.581606
  nChanged 49
		SP:Iteration 24Q (1054.240000 sec): 3 clusters
  Score: Raw -7483282.653131 + Penalty 3694.574915 = -7479588.078216
  nChanged 34
		SP:Iteration 25Q (1054.720000 sec): 3 clusters
  Score: Raw -7483284.311951 + Penalty 3694.574915 = -7479589.737037
  nChanged 22
		SP:Iteration 26Q (1055.220000 sec): 3 clusters
  Score: Raw -7483285.137566 + Penalty 3694.574915 = -7479590.562652
  nChanged 17
		SP:Iteration 27Q (1055.710000 sec): 3 clusters
  Score: Raw -7483285.733341 + Penalty 3694.574915 = -7479591.158426
  nChanged 13
		SP:Iteration 28Q (1056.210000 sec): 3 clusters
  Score: Raw -7483286.049189 + Penalty 3694.574915 = -7479591.474274
  nChanged 7
		SP:Iteration 29Q (1056.740000 sec): 3 clusters
  Score: Raw -7483286.207033 + Penalty 3694.574915 = -7479591.632119
  nChanged 7
		SP:Iteration 30Q (1057.240000 sec): 3 clusters
  Score: Raw -7483286.308980 + Penalty 3694.574915 = -7479591.734065
  nChanged 5
		SP:Iteration 31Q (1057.760000 sec): 3 clusters
  Score: Raw -7483286.412009 + Penalty 3694.574915 = -7479591.837095
  nChanged 5
		SP:Iteration 32Q (1058.280000 sec): 3 clusters
  Score: Raw -7483286.534623 + Penalty 3694.574915 = -7479591.959708
  nChanged 4
		SP:Iteration 33Q (1058.770000 sec): 3 clusters
  Score: Raw -7483286.637449 + Penalty 3694.574915 = -7479592.062535
  nChanged 2
		SP:Iteration 34Q (1059.290000 sec): 3 clusters
  Score: Raw -7483286.671140 + Penalty 3694.574915 = -7479592.096225
  nChanged 1
		SP:Iteration 35Q (1059.820000 sec): 3 clusters
  Score: Raw -7483286.682684 + Penalty 3694.574915 = -7479592.107769
  nChanged 1
		SP:Iteration 36Q (1060.340000 sec): 3 clusters
  Score: Raw -7483286.694005 + Penalty 3694.574915 = -7479592.119091
  nChanged 0
		SP:Iteration 37F (1060.880000 sec): 3 clusters
  Score: Raw -7483286.694005 + Penalty 3694.574915 = -7479592.119091
  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 10.68 GB.

 Trying to split cluster 10 (32139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1061.120000 sec): 2 clusters
  Score: Raw -2744911.253836 + Penalty 1686.396648 = -2743224.857189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1061.380000 sec): 3 clusters
  Score: Raw -2725213.217972 + Penalty 3372.793296 = -2721840.424676
  nChanged 14716
		SP:Iteration 1F (1061.710000 sec): 3 clusters
  Score: Raw -2734104.441816 + Penalty 3372.793296 = -2730731.648521
  nChanged 2030
		SP:Iteration 2F (1062.070000 sec): 3 clusters
  Score: Raw -2735353.268438 + Penalty 3372.793296 = -2731980.475143
  nChanged 2297
		SP:Iteration 3F (1062.390000 sec): 3 clusters
  Score: Raw -2737034.696282 + Penalty 3372.793296 = -2733661.902986
  nChanged 2402
		SP:Iteration 4F (1062.690000 sec): 3 clusters
  Score: Raw -2738862.816411 + Penalty 3372.793296 = -2735490.023115
  nChanged 2354
		SP:Iteration 5F (1063.010000 sec): 3 clusters
  Score: Raw -2740644.484460 + Penalty 3372.793296 = -2737271.691164
  nChanged 2088
		SP:Iteration 6F (1063.340000 sec): 3 clusters
  Score: Raw -2742074.160984 + Penalty 3372.793296 = -2738701.367688
  nChanged 1589
		SP:Iteration 7Q (1063.640000 sec): 3 clusters
  Score: Raw -2742976.337582 + Penalty 3372.793296 = -2739603.544286
  nChanged 1230
		SP:Iteration 8Q (1063.960000 sec): 3 clusters
  Score: Raw -2743578.223966 + Penalty 3372.793296 = -2740205.430671
  nChanged 955
		SP:Iteration 9Q (1064.250000 sec): 3 clusters
  Score: Raw -2743952.438273 + Penalty 3372.793296 = -2740579.644978
  nChanged 721
		SP:Iteration 10Q (1064.540000 sec): 3 clusters
  Score: Raw -2744168.806320 + Penalty 3372.793296 = -2740796.013024
  nChanged 550
		SP:Iteration 11Q (1064.860000 sec): 3 clusters
  Score: Raw -2744288.343635 + Penalty 3372.793296 = -2740915.550339
  nChanged 394
		SP:Iteration 12Q (1065.220000 sec): 3 clusters
  Score: Raw -2744363.582275 + Penalty 3372.793296 = -2740990.788980
  nChanged 341
		SP:Iteration 13Q (1065.540000 sec): 3 clusters
  Score: Raw -2744426.602929 + Penalty 3372.793296 = -2741053.809633
  nChanged 290
		SP:Iteration 14Q (1065.880000 sec): 3 clusters
  Score: Raw -2744473.681101 + Penalty 3372.793296 = -2741100.887805
  nChanged 253
		SP:Iteration 15Q (1066.200000 sec): 3 clusters
  Score: Raw -2744514.863898 + Penalty 3372.793296 = -2741142.070603
  nChanged 250
		SP:Iteration 16Q (1066.540000 sec): 3 clusters
  Score: Raw -2744558.056568 + Penalty 3372.793296 = -2741185.263272
  nChanged 256
		SP:Iteration 17Q (1066.840000 sec): 3 clusters
  Score: Raw -2744601.692051 + Penalty 3372.793296 = -2741228.898756
  nChanged 224
		SP:Iteration 18Q (1067.210000 sec): 3 clusters
  Score: Raw -2744641.120162 + Penalty 3372.793296 = -2741268.326867
  nChanged 207
		SP:Iteration 19Q (1067.550000 sec): 3 clusters
  Score: Raw -2744678.017027 + Penalty 3372.793296 = -2741305.223731
  nChanged 222
		SP:Iteration 20F (1067.880000 sec): 3 clusters
  Score: Raw -2744712.205083 + Penalty 3372.793296 = -2741339.411788
  nChanged 212
		SP:Iteration 21Q (1068.210000 sec): 3 clusters
  Score: Raw -2744746.531233 + Penalty 3372.793296 = -2741373.737937
  nChanged 191
		SP:Iteration 22Q (1068.520000 sec): 3 clusters
  Score: Raw -2744774.293007 + Penalty 3372.793296 = -2741401.499711
  nChanged 166
		SP:Iteration 23Q (1068.900000 sec): 3 clusters
  Score: Raw -2744795.774205 + Penalty 3372.793296 = -2741422.980909
  nChanged 143
		SP:Iteration 24Q (1069.220000 sec): 3 clusters
  Score: Raw -2744813.834507 + Penalty 3372.793296 = -2741441.041211
  nChanged 137
		SP:Iteration 25Q (1069.580000 sec): 3 clusters
  Score: Raw -2744828.209859 + Penalty 3372.793296 = -2741455.416564
  nChanged 107
		SP:Iteration 26Q (1069.910000 sec): 3 clusters
  Score: Raw -2744838.060959 + Penalty 3372.793296 = -2741465.267663
  nChanged 95
		SP:Iteration 27Q (1070.230000 sec): 3 clusters
  Score: Raw -2744845.719771 + Penalty 3372.793296 = -2741472.926475
  nChanged 88
		SP:Iteration 28Q (1070.540000 sec): 3 clusters
  Score: Raw -2744853.238985 + Penalty 3372.793296 = -2741480.445690
  nChanged 88
		SP:Iteration 29Q (1070.920000 sec): 3 clusters
  Score: Raw -2744859.482072 + Penalty 3372.793296 = -2741486.688776
  nChanged 69
		SP:Iteration 30Q (1071.260000 sec): 3 clusters
  Score: Raw -2744864.264280 + Penalty 3372.793296 = -2741491.470985
  nChanged 50
		SP:Iteration 31Q (1071.600000 sec): 3 clusters
  Score: Raw -2744867.302785 + Penalty 3372.793296 = -2741494.509489
  nChanged 63
		SP:Iteration 32Q (1071.930000 sec): 3 clusters
  Score: Raw -2744872.063950 + Penalty 3372.793296 = -2741499.270655
  nChanged 71
		SP:Iteration 33Q (1072.270000 sec): 3 clusters
  Score: Raw -2744876.739710 + Penalty 3372.793296 = -2741503.946414
  nChanged 60
		SP:Iteration 34Q (1072.600000 sec): 3 clusters
  Score: Raw -2744880.489582 + Penalty 3372.793296 = -2741507.696287
  nChanged 62
		SP:Iteration 35Q (1072.940000 sec): 3 clusters
  Score: Raw -2744884.621645 + Penalty 3372.793296 = -2741511.828349
  nChanged 68
		SP:Iteration 36Q (1073.290000 sec): 3 clusters
  Score: Raw -2744889.289016 + Penalty 3372.793296 = -2741516.495721
  nChanged 63
		SP:Iteration 37Q (1073.630000 sec): 3 clusters
  Score: Raw -2744893.198700 + Penalty 3372.793296 = -2741520.405404
  nChanged 55
		SP:Iteration 38Q (1073.970000 sec): 3 clusters
  Score: Raw -2744896.436684 + Penalty 3372.793296 = -2741523.643388
  nChanged 52
		SP:Iteration 39Q (1074.360000 sec): 3 clusters
  Score: Raw -2744899.804697 + Penalty 3372.793296 = -2741527.011401
  nChanged 50
		SP:Iteration 40F (1074.650000 sec): 3 clusters
  Score: Raw -2744902.805252 + Penalty 3372.793296 = -2741530.011956
  nChanged 48
		SP:Iteration 41Q (1074.950000 sec): 3 clusters
  Score: Raw -2744905.924221 + Penalty 3372.793296 = -2741533.130925
  nChanged 49
		SP:Iteration 42Q (1075.270000 sec): 3 clusters
  Score: Raw -2744908.940585 + Penalty 3372.793296 = -2741536.147289
  nChanged 43
		SP:Iteration 43Q (1075.590000 sec): 3 clusters
  Score: Raw -2744911.737575 + Penalty 3372.793296 = -2741538.944279
  nChanged 52
		SP:Iteration 44Q (1075.930000 sec): 3 clusters
  Score: Raw -2744914.620956 + Penalty 3372.793296 = -2741541.827660
  nChanged 34
		SP:Iteration 45Q (1076.230000 sec): 3 clusters
  Score: Raw -2744916.139250 + Penalty 3372.793296 = -2741543.345955
  nChanged 24
		SP:Iteration 46Q (1076.530000 sec): 3 clusters
  Score: Raw -2744917.208415 + Penalty 3372.793296 = -2741544.415119
  nChanged 23
		SP:Iteration 47Q (1076.870000 sec): 3 clusters
  Score: Raw -2744918.178817 + Penalty 3372.793296 = -2741545.385521
  nChanged 24
		SP:Iteration 48Q (1077.180000 sec): 3 clusters
  Score: Raw -2744919.250469 + Penalty 3372.793296 = -2741546.457173
  nChanged 22
		SP:Iteration 49Q (1077.500000 sec): 3 clusters
  Score: Raw -2744920.338865 + Penalty 3372.793296 = -2741547.545569
  nChanged 22
		SP:Iteration 50Q (1077.810000 sec): 3 clusters
  Score: Raw -2744921.374349 + Penalty 3372.793296 = -2741548.581053
  nChanged 25
		SP:Iteration 51Q (1078.140000 sec): 3 clusters
  Score: Raw -2744922.449953 + Penalty 3372.793296 = -2741549.656658
  nChanged 26
		SP:Iteration 52Q (1078.460000 sec): 3 clusters
  Score: Raw -2744923.665124 + Penalty 3372.793296 = -2741550.871828
  nChanged 19
		SP:Iteration 53Q (1078.830000 sec): 3 clusters
  Score: Raw -2744924.421928 + Penalty 3372.793296 = -2741551.628633
  nChanged 22
		SP:Iteration 54Q (1079.110000 sec): 3 clusters
  Score: Raw -2744925.155806 + Penalty 3372.793296 = -2741552.362511
  nChanged 18
		SP:Iteration 55Q (1079.430000 sec): 3 clusters
  Score: Raw -2744925.557133 + Penalty 3372.793296 = -2741552.763837
  nChanged 10
		SP:Iteration 56Q (1079.790000 sec): 3 clusters
  Score: Raw -2744925.804449 + Penalty 3372.793296 = -2741553.011153
  nChanged 6
		SP:Iteration 57Q (1080.110000 sec): 3 clusters
  Score: Raw -2744926.047291 + Penalty 3372.793296 = -2741553.253996
  nChanged 7
		SP:Iteration 58Q (1080.470000 sec): 3 clusters
  Score: Raw -2744926.219041 + Penalty 3372.793296 = -2741553.425745
  nChanged 7
		SP:Iteration 59Q (1080.830000 sec): 3 clusters
  Score: Raw -2744926.476851 + Penalty 3372.793296 = -2741553.683556
  nChanged 6
		SP:Iteration 60F (1081.160000 sec): 3 clusters
  Score: Raw -2744926.654008 + Penalty 3372.793296 = -2741553.860713
  nChanged 7
		SP:Iteration 61Q (1081.560000 sec): 3 clusters
  Score: Raw -2744926.835002 + Penalty 3372.793296 = -2741554.041706
  nChanged 8
		SP:Iteration 62Q (1081.870000 sec): 3 clusters
  Score: Raw -2744927.097893 + Penalty 3372.793296 = -2741554.304598
  nChanged 8
		SP:Iteration 63Q (1082.180000 sec): 3 clusters
  Score: Raw -2744927.388178 + Penalty 3372.793296 = -2741554.594882
  nChanged 11
		SP:Iteration 64Q (1082.530000 sec): 3 clusters
  Score: Raw -2744927.775402 + Penalty 3372.793296 = -2741554.982106
  nChanged 6
		SP:Iteration 65Q (1082.860000 sec): 3 clusters
  Score: Raw -2744927.985397 + Penalty 3372.793296 = -2741555.192101
  nChanged 7
		SP:Iteration 66Q (1083.190000 sec): 3 clusters
  Score: Raw -2744928.331262 + Penalty 3372.793296 = -2741555.537967
  nChanged 7
		SP:Iteration 67Q (1083.550000 sec): 3 clusters
  Score: Raw -2744928.682208 + Penalty 3372.793296 = -2741555.888913
  nChanged 9
		SP:Iteration 68Q (1083.880000 sec): 3 clusters
  Score: Raw -2744928.907170 + Penalty 3372.793296 = -2741556.113875
  nChanged 8
		SP:Iteration 69Q (1084.230000 sec): 3 clusters
  Score: Raw -2744929.125304 + Penalty 3372.793296 = -2741556.332009
  nChanged 4
		SP:Iteration 70Q (1084.590000 sec): 3 clusters
  Score: Raw -2744929.288510 + Penalty 3372.793296 = -2741556.495214
  nChanged 8
		SP:Iteration 71Q (1084.880000 sec): 3 clusters
  Score: Raw -2744929.488799 + Penalty 3372.793296 = -2741556.695504
  nChanged 1
		SP:Iteration 72Q (1085.210000 sec): 3 clusters
  Score: Raw -2744929.514097 + Penalty 3372.793296 = -2741556.720801
  nChanged 1
		SP:Iteration 73Q (1085.560000 sec): 3 clusters
  Score: Raw -2744929.524156 + Penalty 3372.793296 = -2741556.730861
  nChanged 2
		SP:Iteration 74Q (1085.900000 sec): 3 clusters
  Score: Raw -2744929.679830 + Penalty 3372.793296 = -2741556.886535
  nChanged 5
		SP:Iteration 75Q (1086.320000 sec): 3 clusters
  Score: Raw -2744929.865839 + Penalty 3372.793296 = -2741557.072544
  nChanged 2
		SP:Iteration 76Q (1086.640000 sec): 3 clusters
  Score: Raw -2744930.051394 + Penalty 3372.793296 = -2741557.258098
  nChanged 1
		SP:Iteration 77Q (1087.010000 sec): 3 clusters
  Score: Raw -2744930.073388 + Penalty 3372.793296 = -2741557.280092
  nChanged 2
		SP:Iteration 78Q (1087.310000 sec): 3 clusters
  Score: Raw -2744930.222636 + Penalty 3372.793296 = -2741557.429340
  nChanged 2
		SP:Iteration 79Q (1087.670000 sec): 3 clusters
  Score: Raw -2744930.260641 + Penalty 3372.793296 = -2741557.467345
  nChanged 1
		SP:Iteration 80F (1087.990000 sec): 3 clusters
  Score: Raw -2744930.296877 + Penalty 3372.793296 = -2741557.503581
  nChanged 4
		SP:Iteration 81Q (1088.310000 sec): 3 clusters
  Score: Raw -2744930.460367 + Penalty 3372.793296 = -2741557.667071
  nChanged 1
		SP:Iteration 82Q (1088.660000 sec): 3 clusters
  Score: Raw -2744930.511806 + Penalty 3372.793296 = -2741557.718510
  nChanged 2
		SP:Iteration 83Q (1088.990000 sec): 3 clusters
  Score: Raw -2744930.550457 + Penalty 3372.793296 = -2741557.757162
  nChanged 4
		SP:Iteration 84Q (1089.310000 sec): 3 clusters
  Score: Raw -2744930.669567 + Penalty 3372.793296 = -2741557.876271
  nChanged 1
		SP:Iteration 85Q (1089.670000 sec): 3 clusters
  Score: Raw -2744930.695601 + Penalty 3372.793296 = -2741557.902305
  nChanged 0
		SP:Iteration 86F (1090.020000 sec): 3 clusters
  Score: Raw -2744930.695601 + Penalty 3372.793296 = -2741557.902305
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 11 (495035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1093.120000 sec): 2 clusters
  Score: Raw -43131460.810159 + Penalty 2130.762359 = -43129330.047800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1095.320000 sec): 3 clusters
  Score: Raw -42797750.584268 + Penalty 4261.524717 = -42793489.059551
  nChanged 243090
		SP:Iteration 1F (1097.410000 sec): 3 clusters
  Score: Raw -42946511.445523 + Penalty 4261.524717 = -42942249.920806
  nChanged 18620
		SP:Iteration 2Q (1099.800000 sec): 3 clusters
  Score: Raw -42955083.387155 + Penalty 4261.524717 = -42950821.862438
  nChanged 25989
		SP:Iteration 3F (1102.050000 sec): 3 clusters
  Score: Raw -42972734.097069 + Penalty 4261.524717 = -42968472.572352
  nChanged 35443
		SP:Iteration 4F (1104.330000 sec): 3 clusters
  Score: Raw -43001421.593271 + Penalty 4261.524717 = -42997160.068554
  nChanged 41367
		SP:Iteration 5F (1106.680000 sec): 3 clusters
  Score: Raw -43033390.574764 + Penalty 4261.524717 = -43029129.050046
  nChanged 39183
		SP:Iteration 6F (1108.890000 sec): 3 clusters
  Score: Raw -43057543.956348 + Penalty 4261.524717 = -43053282.431631
  nChanged 30621
		SP:Iteration 7F (1111.300000 sec): 3 clusters
  Score: Raw -43071057.941256 + Penalty 4261.524717 = -43066796.416538
  nChanged 20653
		SP:Iteration 8Q (1113.770000 sec): 3 clusters
  Score: Raw -43077586.934993 + Penalty 4261.524717 = -43073325.410275
  nChanged 13935
		SP:Iteration 9Q (1116.400000 sec): 3 clusters
  Score: Raw -43081186.051992 + Penalty 4261.524717 = -43076924.527275
  nChanged 10291
		SP:Iteration 10Q (1118.690000 sec): 3 clusters
  Score: Raw -43083929.857756 + Penalty 4261.524717 = -43079668.333038
  nChanged 8819
		SP:Iteration 11Q (1120.870000 sec): 3 clusters
  Score: Raw -43086725.441070 + Penalty 4261.524717 = -43082463.916353
  nChanged 9000
		SP:Iteration 12Q (1123.200000 sec): 3 clusters
  Score: Raw -43090117.551257 + Penalty 4261.524717 = -43085856.026539
  nChanged 10139
		SP:Iteration 13Q (1125.460000 sec): 3 clusters
  Score: Raw -43094739.562221 + Penalty 4261.524717 = -43090478.037504
  nChanged 11991
		SP:Iteration 14Q (1127.800000 sec): 3 clusters
  Score: Raw -43101127.994849 + Penalty 4261.524717 = -43096866.470131
  nChanged 13735
		SP:Iteration 15Q (1130.060000 sec): 3 clusters
  Score: Raw -43109451.301240 + Penalty 4261.524717 = -43105189.776522
  nChanged 14654
		SP:Iteration 16Q (1132.190000 sec): 3 clusters
  Score: Raw -43118152.890037 + Penalty 4261.524717 = -43113891.365320
  nChanged 13732
		SP:Iteration 17Q (1134.410000 sec): 3 clusters
  Score: Raw -43125030.538498 + Penalty 4261.524717 = -43120769.013781
  nChanged 10580
		SP:Iteration 18Q (1136.500000 sec): 3 clusters
  Score: Raw -43128994.658262 + Penalty 4261.524717 = -43124733.133545
  nChanged 7530
		SP:Iteration 19Q (1139.530000 sec): 3 clusters
  Score: Raw -43131183.299959 + Penalty 4261.524717 = -43126921.775242
  nChanged 5687
		SP:Iteration 20F (1141.960000 sec): 3 clusters
  Score: Raw -43132596.902591 + Penalty 4261.524717 = -43128335.377873
  nChanged 4636
		SP:Iteration 21Q (1144.150000 sec): 3 clusters
  Score: Raw -43133620.331637 + Penalty 4261.524717 = -43129358.806919
  nChanged 4062
		SP:Iteration 22Q (1146.390000 sec): 3 clusters
  Score: Raw -43134424.211067 + Penalty 4261.524717 = -43130162.686349
  nChanged 3454
		SP:Iteration 23Q (1148.610000 sec): 3 clusters
  Score: Raw -43135034.623262 + Penalty 4261.524717 = -43130773.098545
  nChanged 2986
		SP:Iteration 24Q (1151.090000 sec): 3 clusters
  Score: Raw -43135510.285302 + Penalty 4261.524717 = -43131248.760585
  nChanged 2556
		SP:Iteration 25Q (1153.350000 sec): 3 clusters
  Score: Raw -43135866.975332 + Penalty 4261.524717 = -43131605.450614
  nChanged 2190
		SP:Iteration 26Q (1155.470000 sec): 3 clusters
  Score: Raw -43136132.316295 + Penalty 4261.524717 = -43131870.791577
  nChanged 1943
		SP:Iteration 27Q (1157.450000 sec): 3 clusters
  Score: Raw -43136338.294445 + Penalty 4261.524717 = -43132076.769727
  nChanged 1652
		SP:Iteration 28Q (1159.410000 sec): 3 clusters
  Score: Raw -43136495.323525 + Penalty 4261.524717 = -43132233.798808
  nChanged 1460
		SP:Iteration 29Q (1161.570000 sec): 3 clusters
  Score: Raw -43136619.941681 + Penalty 4261.524717 = -43132358.416964
  nChanged 1285
		SP:Iteration 30Q (1164.040000 sec): 3 clusters
  Score: Raw -43136719.253084 + Penalty 4261.524717 = -43132457.728367
  nChanged 1133
		SP:Iteration 31Q (1166.740000 sec): 3 clusters
  Score: Raw -43136801.553668 + Penalty 4261.524717 = -43132540.028951
  nChanged 1086
		SP:Iteration 32Q (1169.150000 sec): 3 clusters
  Score: Raw -43136876.709129 + Penalty 4261.524717 = -43132615.184412
  nChanged 1017
		SP:Iteration 33Q (1171.410000 sec): 3 clusters
  Score: Raw -43136938.049376 + Penalty 4261.524717 = -43132676.524658
  nChanged 919
		SP:Iteration 34Q (1173.430000 sec): 3 clusters
  Score: Raw -43136987.186142 + Penalty 4261.524717 = -43132725.661425
  nChanged 857
		SP:Iteration 35Q (1175.600000 sec): 3 clusters
  Score: Raw -43137027.952949 + Penalty 4261.524717 = -43132766.428231
  nChanged 741
		SP:Iteration 36Q (1177.740000 sec): 3 clusters
  Score: Raw -43137056.940317 + Penalty 4261.524717 = -43132795.415599
  nChanged 658
		SP:Iteration 37Q (1179.700000 sec): 3 clusters
  Score: Raw -43137080.550053 + Penalty 4261.524717 = -43132819.025336
  nChanged 617
		SP:Iteration 38Q (1181.770000 sec): 3 clusters
  Score: Raw -43137101.080617 + Penalty 4261.524717 = -43132839.555900
  nChanged 598
		SP:Iteration 39Q (1184.040000 sec): 3 clusters
  Score: Raw -43137119.918168 + Penalty 4261.524717 = -43132858.393450
  nChanged 539
		SP:Iteration 40F (1186.320000 sec): 3 clusters
  Score: Raw -43137135.987897 + Penalty 4261.524717 = -43132874.463180
  nChanged 502
		SP:Iteration 41Q (1188.790000 sec): 3 clusters
  Score: Raw -43137149.972324 + Penalty 4261.524717 = -43132888.447606
  nChanged 464
		SP:Iteration 42Q (1191.010000 sec): 3 clusters
  Score: Raw -43137161.868154 + Penalty 4261.524717 = -43132900.343436
  nChanged 427
		SP:Iteration 43Q (1193.240000 sec): 3 clusters
  Score: Raw -43137171.818151 + Penalty 4261.524717 = -43132910.293434
  nChanged 389
		SP:Iteration 44Q (1195.690000 sec): 3 clusters
  Score: Raw -43137180.590789 + Penalty 4261.524717 = -43132919.066072
  nChanged 402
		SP:Iteration 45Q (1197.810000 sec): 3 clusters
  Score: Raw -43137189.278977 + Penalty 4261.524717 = -43132927.754259
  nChanged 373
		SP:Iteration 46Q (1199.950000 sec): 3 clusters
  Score: Raw -43137196.573852 + Penalty 4261.524717 = -43132935.049135
  nChanged 355
		SP:Iteration 47Q (1202.200000 sec): 3 clusters
  Score: Raw -43137202.788590 + Penalty 4261.524717 = -43132941.263872
  nChanged 323
		SP:Iteration 48Q (1204.440000 sec): 3 clusters
  Score: Raw -43137208.637254 + Penalty 4261.524717 = -43132947.112536
  nChanged 321
		SP:Iteration 49Q (1206.660000 sec): 3 clusters
  Score: Raw -43137214.393546 + Penalty 4261.524717 = -43132952.868829
  nChanged 289
		SP:Iteration 50Q (1208.910000 sec): 3 clusters
  Score: Raw -43137219.166969 + Penalty 4261.524717 = -43132957.642251
  nChanged 265
		SP:Iteration 51Q (1211.120000 sec): 3 clusters
  Score: Raw -43137223.288411 + Penalty 4261.524717 = -43132961.763694
  nChanged 254
		SP:Iteration 52Q (1213.400000 sec): 3 clusters
  Score: Raw -43137227.042845 + Penalty 4261.524717 = -43132965.518127
  nChanged 216
		SP:Iteration 53Q (1215.580000 sec): 3 clusters
  Score: Raw -43137229.991820 + Penalty 4261.524717 = -43132968.467102
  nChanged 182
		SP:Iteration 54Q (1217.790000 sec): 3 clusters
  Score: Raw -43137232.111003 + Penalty 4261.524717 = -43132970.586286
  nChanged 163
		SP:Iteration 55Q (1220.020000 sec): 3 clusters
  Score: Raw -43137233.747919 + Penalty 4261.524717 = -43132972.223202
  nChanged 145
		SP:Iteration 56Q (1222.180000 sec): 3 clusters
  Score: Raw -43137235.129574 + Penalty 4261.524717 = -43132973.604856
  nChanged 130
		SP:Iteration 57Q (1224.470000 sec): 3 clusters
  Score: Raw -43137236.292257 + Penalty 4261.524717 = -43132974.767539
  nChanged 113
		SP:Iteration 58Q (1226.820000 sec): 3 clusters
  Score: Raw -43137237.288921 + Penalty 4261.524717 = -43132975.764203
  nChanged 99
		SP:Iteration 59Q (1229.020000 sec): 3 clusters
  Score: Raw -43137238.134986 + Penalty 4261.524717 = -43132976.610269
  nChanged 99
		SP:Iteration 60F (1231.170000 sec): 3 clusters
  Score: Raw -43137238.875474 + Penalty 4261.524717 = -43132977.350757
  nChanged 89
		SP:Iteration 61Q (1233.330000 sec): 3 clusters
  Score: Raw -43137239.522274 + Penalty 4261.524717 = -43132977.997557
  nChanged 70
		SP:Iteration 62Q (1235.480000 sec): 3 clusters
  Score: Raw -43137239.994875 + Penalty 4261.524717 = -43132978.470157
  nChanged 67
		SP:Iteration 63Q (1237.570000 sec): 3 clusters
  Score: Raw -43137240.463273 + Penalty 4261.524717 = -43132978.938555
  nChanged 56
		SP:Iteration 64Q (1239.760000 sec): 3 clusters
  Score: Raw -43137240.878939 + Penalty 4261.524717 = -43132979.354222
  nChanged 58
		SP:Iteration 65Q (1241.940000 sec): 3 clusters
  Score: Raw -43137241.238990 + Penalty 4261.524717 = -43132979.714273
  nChanged 43
		SP:Iteration 66Q (1244.250000 sec): 3 clusters
  Score: Raw -43137241.451480 + Penalty 4261.524717 = -43132979.926762
  nChanged 46
		SP:Iteration 67Q (1246.540000 sec): 3 clusters
  Score: Raw -43137241.686402 + Penalty 4261.524717 = -43132980.161684
  nChanged 44
		SP:Iteration 68Q (1248.710000 sec): 3 clusters
  Score: Raw -43137241.917019 + Penalty 4261.524717 = -43132980.392302
  nChanged 49
		SP:Iteration 69Q (1250.950000 sec): 3 clusters
  Score: Raw -43137242.247472 + Penalty 4261.524717 = -43132980.722755
  nChanged 48
		SP:Iteration 70Q (1253.140000 sec): 3 clusters
  Score: Raw -43137242.522898 + Penalty 4261.524717 = -43132980.998181
  nChanged 37
		SP:Iteration 71Q (1255.350000 sec): 3 clusters
  Score: Raw -43137242.746421 + Penalty 4261.524717 = -43132981.221703
  nChanged 36
		SP:Iteration 72Q (1257.260000 sec): 3 clusters
  Score: Raw -43137242.943316 + Penalty 4261.524717 = -43132981.418599
  nChanged 33
		SP:Iteration 73Q (1259.190000 sec): 3 clusters
  Score: Raw -43137243.118031 + Penalty 4261.524717 = -43132981.593313
  nChanged 26
		SP:Iteration 74Q (1261.070000 sec): 3 clusters
  Score: Raw -43137243.247836 + Penalty 4261.524717 = -43132981.723118
  nChanged 31
		SP:Iteration 75Q (1262.990000 sec): 3 clusters
  Score: Raw -43137243.403746 + Penalty 4261.524717 = -43132981.879029
  nChanged 39
		SP:Iteration 76Q (1264.910000 sec): 3 clusters
  Score: Raw -43137243.601449 + Penalty 4261.524717 = -43132982.076731
  nChanged 34
		SP:Iteration 77Q (1266.900000 sec): 3 clusters
  Score: Raw -43137243.784038 + Penalty 4261.524717 = -43132982.259320
  nChanged 34
		SP:Iteration 78Q (1269.000000 sec): 3 clusters
  Score: Raw -43137243.963452 + Penalty 4261.524717 = -43132982.438735
  nChanged 45
		SP:Iteration 79Q (1271.130000 sec): 3 clusters
  Score: Raw -43137244.236310 + Penalty 4261.524717 = -43132982.711593
  nChanged 46
		SP:Iteration 80F (1273.120000 sec): 3 clusters
  Score: Raw -43137244.485367 + Penalty 4261.524717 = -43132982.960650
  nChanged 42
		SP:Iteration 81Q (1275.140000 sec): 3 clusters
  Score: Raw -43137244.721715 + Penalty 4261.524717 = -43132983.196997
  nChanged 46
		SP:Iteration 82Q (1277.440000 sec): 3 clusters
  Score: Raw -43137245.020231 + Penalty 4261.524717 = -43132983.495514
  nChanged 45
		SP:Iteration 83Q (1280.180000 sec): 3 clusters
  Score: Raw -43137245.320054 + Penalty 4261.524717 = -43132983.795336
  nChanged 47
		SP:Iteration 84Q (1282.260000 sec): 3 clusters
  Score: Raw -43137245.606330 + Penalty 4261.524717 = -43132984.081613
  nChanged 42
		SP:Iteration 85Q (1284.350000 sec): 3 clusters
  Score: Raw -43137245.841048 + Penalty 4261.524717 = -43132984.316330
  nChanged 36
		SP:Iteration 86Q (1286.640000 sec): 3 clusters
  Score: Raw -43137246.046990 + Penalty 4261.524717 = -43132984.522272
  nChanged 35
		SP:Iteration 87Q (1288.740000 sec): 3 clusters
  Score: Raw -43137246.210862 + Penalty 4261.524717 = -43132984.686145
  nChanged 35
		SP:Iteration 88Q (1290.640000 sec): 3 clusters
  Score: Raw -43137246.406623 + Penalty 4261.524717 = -43132984.881905
  nChanged 41
		SP:Iteration 89Q (1292.640000 sec): 3 clusters
  Score: Raw -43137246.670539 + Penalty 4261.524717 = -43132985.145821
  nChanged 53
		SP:Iteration 90Q (1294.600000 sec): 3 clusters
  Score: Raw -43137247.043906 + Penalty 4261.524717 = -43132985.519188
  nChanged 52
		SP:Iteration 91Q (1296.580000 sec): 3 clusters
  Score: Raw -43137247.463478 + Penalty 4261.524717 = -43132985.938760
  nChanged 46
		SP:Iteration 92Q (1298.480000 sec): 3 clusters
  Score: Raw -43137247.752556 + Penalty 4261.524717 = -43132986.227839
  nChanged 41
		SP:Iteration 93Q (1300.400000 sec): 3 clusters
  Score: Raw -43137247.984640 + Penalty 4261.524717 = -43132986.459922
  nChanged 36
		SP:Iteration 94Q (1302.500000 sec): 3 clusters
  Score: Raw -43137248.196606 + Penalty 4261.524717 = -43132986.671888
  nChanged 42
		SP:Iteration 95Q (1305.230000 sec): 3 clusters
  Score: Raw -43137248.422817 + Penalty 4261.524717 = -43132986.898100
  nChanged 31
		SP:Iteration 96Q (1307.630000 sec): 3 clusters
  Score: Raw -43137248.544701 + Penalty 4261.524717 = -43132987.019984
  nChanged 19
		SP:Iteration 97Q (1309.840000 sec): 3 clusters
  Score: Raw -43137248.641640 + Penalty 4261.524717 = -43132987.116923
  nChanged 19
		SP:Iteration 98Q (1311.910000 sec): 3 clusters
  Score: Raw -43137248.714607 + Penalty 4261.524717 = -43132987.189889
  nChanged 16
		SP:Iteration 99Q (1314.040000 sec): 3 clusters
  Score: Raw -43137248.792381 + Penalty 4261.524717 = -43132987.267664
  nChanged 18
		SP:Iteration 100F (1316.150000 sec): 3 clusters
  Score: Raw -43137248.882117 + Penalty 4261.524717 = -43132987.357399
  nChanged 21
		SP:Iteration 101Q (1318.140000 sec): 3 clusters
  Score: Raw -43137248.964353 + Penalty 4261.524717 = -43132987.439635
  nChanged 17
		SP:Iteration 102Q (1320.260000 sec): 3 clusters
  Score: Raw -43137249.025137 + Penalty 4261.524717 = -43132987.500419
  nChanged 11
		SP:Iteration 103Q (1322.230000 sec): 3 clusters
  Score: Raw -43137249.054084 + Penalty 4261.524717 = -43132987.529366
  nChanged 8
		SP:Iteration 104Q (1324.250000 sec): 3 clusters
  Score: Raw -43137249.075786 + Penalty 4261.524717 = -43132987.551069
  nChanged 7
		SP:Iteration 105Q (1326.800000 sec): 3 clusters
  Score: Raw -43137249.103194 + Penalty 4261.524717 = -43132987.578476
  nChanged 6
		SP:Iteration 106Q (1329.090000 sec): 3 clusters
  Score: Raw -43137249.118688 + Penalty 4261.524717 = -43132987.593971
  nChanged 9
		SP:Iteration 107Q (1331.210000 sec): 3 clusters
  Score: Raw -43137249.149647 + Penalty 4261.524717 = -43132987.624930
  nChanged 12
		SP:Iteration 108Q (1333.390000 sec): 3 clusters
  Score: Raw -43137249.192598 + Penalty 4261.524717 = -43132987.667880
  nChanged 12
		SP:Iteration 109Q (1335.600000 sec): 3 clusters
  Score: Raw -43137249.222283 + Penalty 4261.524717 = -43132987.697566
  nChanged 7
		SP:Iteration 110Q (1337.600000 sec): 3 clusters
  Score: Raw -43137249.237991 + Penalty 4261.524717 = -43132987.713273
  nChanged 6
		SP:Iteration 111Q (1339.700000 sec): 3 clusters
  Score: Raw -43137249.255588 + Penalty 4261.524717 = -43132987.730871
  nChanged 3
		SP:Iteration 112Q (1341.810000 sec): 3 clusters
  Score: Raw -43137249.265379 + Penalty 4261.524717 = -43132987.740662
  nChanged 5
		SP:Iteration 113Q (1344.090000 sec): 3 clusters
  Score: Raw -43137249.279274 + Penalty 4261.524717 = -43132987.754557
  nChanged 8
		SP:Iteration 114Q (1346.420000 sec): 3 clusters
  Score: Raw -43137249.294191 + Penalty 4261.524717 = -43132987.769473
  nChanged 0
		SP:Iteration 115F (1349.000000 sec): 3 clusters
  Score: Raw -43137249.294191 + Penalty 4261.524717 = -43132987.769473
  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 10.68 GB.

 Trying to split cluster 12 (37650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1349.600000 sec): 2 clusters
  Score: Raw -3108575.450238 + Penalty 1712.114338 = -3106863.335901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1349.980000 sec): 3 clusters
  Score: Raw -3085193.011606 + Penalty 3424.228676 = -3081768.782930
  nChanged 17501
		SP:Iteration 1F (1350.330000 sec): 3 clusters
  Score: Raw -3098692.673717 + Penalty 3424.228676 = -3095268.445041
  nChanged 3958
		SP:Iteration 2F (1350.650000 sec): 3 clusters
  Score: Raw -3103841.088579 + Penalty 3424.228676 = -3100416.859903
  nChanged 4176
		SP:Iteration 3F (1351.060000 sec): 3 clusters
  Score: Raw -3109141.436630 + Penalty 3424.228676 = -3105717.207954
  nChanged 3264
		SP:Iteration 4F (1351.380000 sec): 3 clusters
  Score: Raw -3113011.918369 + Penalty 3424.228676 = -3109587.689693
  nChanged 2403
		SP:Iteration 5F (1351.820000 sec): 3 clusters
  Score: Raw -3115892.415688 + Penalty 3424.228676 = -3112468.187012
  nChanged 1698
		SP:Iteration 6Q (1352.180000 sec): 3 clusters
  Score: Raw -3117653.996099 + Penalty 3424.228676 = -3114229.767423
  nChanged 1146
		SP:Iteration 7Q (1352.530000 sec): 3 clusters
  Score: Raw -3118412.855710 + Penalty 3424.228676 = -3114988.627034
  nChanged 666
		SP:Iteration 8Q (1352.880000 sec): 3 clusters
  Score: Raw -3118696.561716 + Penalty 3424.228676 = -3115272.333040
  nChanged 399
		SP:Iteration 9Q (1353.200000 sec): 3 clusters
  Score: Raw -3118823.688352 + Penalty 3424.228676 = -3115399.459676
  nChanged 276
		SP:Iteration 10Q (1353.540000 sec): 3 clusters
  Score: Raw -3118897.082909 + Penalty 3424.228676 = -3115472.854233
  nChanged 190
		SP:Iteration 11Q (1353.890000 sec): 3 clusters
  Score: Raw -3118938.611624 + Penalty 3424.228676 = -3115514.382948
  nChanged 152
		SP:Iteration 12Q (1354.250000 sec): 3 clusters
  Score: Raw -3118966.019372 + Penalty 3424.228676 = -3115541.790696
  nChanged 118
		SP:Iteration 13Q (1354.620000 sec): 3 clusters
  Score: Raw -3118986.859884 + Penalty 3424.228676 = -3115562.631208
  nChanged 102
		SP:Iteration 14Q (1354.990000 sec): 3 clusters
  Score: Raw -3119002.285708 + Penalty 3424.228676 = -3115578.057032
  nChanged 101
		SP:Iteration 15Q (1355.380000 sec): 3 clusters
  Score: Raw -3119015.696163 + Penalty 3424.228676 = -3115591.467488
  nChanged 86
		SP:Iteration 16Q (1355.710000 sec): 3 clusters
  Score: Raw -3119024.089153 + Penalty 3424.228676 = -3115599.860477
  nChanged 67
		SP:Iteration 17Q (1356.070000 sec): 3 clusters
  Score: Raw -3119031.005357 + Penalty 3424.228676 = -3115606.776682
  nChanged 62
		SP:Iteration 18Q (1356.390000 sec): 3 clusters
  Score: Raw -3119037.012490 + Penalty 3424.228676 = -3115612.783815
  nChanged 57
		SP:Iteration 19Q (1356.770000 sec): 3 clusters
  Score: Raw -3119042.447765 + Penalty 3424.228676 = -3115618.219089
  nChanged 73
		SP:Iteration 20F (1357.170000 sec): 3 clusters
  Score: Raw -3119048.777470 + Penalty 3424.228676 = -3115624.548795
  nChanged 59
		SP:Iteration 21Q (1357.520000 sec): 3 clusters
  Score: Raw -3119053.026814 + Penalty 3424.228676 = -3115628.798138
  nChanged 48
		SP:Iteration 22Q (1357.890000 sec): 3 clusters
  Score: Raw -3119056.428478 + Penalty 3424.228676 = -3115632.199803
  nChanged 45
		SP:Iteration 23Q (1358.260000 sec): 3 clusters
  Score: Raw -3119059.409965 + Penalty 3424.228676 = -3115635.181289
  nChanged 42
		SP:Iteration 24Q (1358.590000 sec): 3 clusters
  Score: Raw -3119062.176056 + Penalty 3424.228676 = -3115637.947380
  nChanged 32
		SP:Iteration 25Q (1358.950000 sec): 3 clusters
  Score: Raw -3119064.309648 + Penalty 3424.228676 = -3115640.080972
  nChanged 40
		SP:Iteration 26Q (1359.280000 sec): 3 clusters
  Score: Raw -3119066.926868 + Penalty 3424.228676 = -3115642.698193
  nChanged 27
		SP:Iteration 27Q (1359.590000 sec): 3 clusters
  Score: Raw -3119068.220512 + Penalty 3424.228676 = -3115643.991837
  nChanged 15
		SP:Iteration 28Q (1359.960000 sec): 3 clusters
  Score: Raw -3119068.889326 + Penalty 3424.228676 = -3115644.660650
  nChanged 11
		SP:Iteration 29Q (1360.370000 sec): 3 clusters
  Score: Raw -3119069.664837 + Penalty 3424.228676 = -3115645.436161
  nChanged 12
		SP:Iteration 30Q (1360.760000 sec): 3 clusters
  Score: Raw -3119070.128202 + Penalty 3424.228676 = -3115645.899526
  nChanged 11
		SP:Iteration 31Q (1361.170000 sec): 3 clusters
  Score: Raw -3119070.424709 + Penalty 3424.228676 = -3115646.196033
  nChanged 8
		SP:Iteration 32Q (1361.510000 sec): 3 clusters
  Score: Raw -3119070.843341 + Penalty 3424.228676 = -3115646.614665
  nChanged 14
		SP:Iteration 33Q (1361.850000 sec): 3 clusters
  Score: Raw -3119071.476810 + Penalty 3424.228676 = -3115647.248134
  nChanged 12
		SP:Iteration 34Q (1362.190000 sec): 3 clusters
  Score: Raw -3119071.842217 + Penalty 3424.228676 = -3115647.613541
  nChanged 6
		SP:Iteration 35Q (1362.570000 sec): 3 clusters
  Score: Raw -3119071.993516 + Penalty 3424.228676 = -3115647.764841
  nChanged 6
		SP:Iteration 36Q (1362.940000 sec): 3 clusters
  Score: Raw -3119072.138748 + Penalty 3424.228676 = -3115647.910072
  nChanged 4
		SP:Iteration 37Q (1363.290000 sec): 3 clusters
  Score: Raw -3119072.312661 + Penalty 3424.228676 = -3115648.083985
  nChanged 5
		SP:Iteration 38Q (1363.610000 sec): 3 clusters
  Score: Raw -3119072.418672 + Penalty 3424.228676 = -3115648.189996
  nChanged 0
		SP:Iteration 39F (1363.910000 sec): 3 clusters
  Score: Raw -3119072.418672 + Penalty 3424.228676 = -3115648.189996
  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 10.68 GB.

 Trying to split cluster 13 (105422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1364.510000 sec): 2 clusters
  Score: Raw -8124819.139411 + Penalty 1879.430576 = -8122939.708835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1365.160000 sec): 3 clusters
  Score: Raw -8056304.731675 + Penalty 3758.861152 = -8052545.870523
  nChanged 50450
		SP:Iteration 1F (1365.820000 sec): 3 clusters
  Score: Raw -8088055.942276 + Penalty 3758.861152 = -8084297.081124
  nChanged 6169
		SP:Iteration 2F (1366.500000 sec): 3 clusters
  Score: Raw -8091463.588953 + Penalty 3758.861152 = -8087704.727801
  nChanged 6891
		SP:Iteration 3F (1367.150000 sec): 3 clusters
  Score: Raw -8095644.411131 + Penalty 3758.861152 = -8091885.549979
  nChanged 7263
		SP:Iteration 4F (1367.760000 sec): 3 clusters
  Score: Raw -8100185.312847 + Penalty 3758.861152 = -8096426.451695
  nChanged 7031
		SP:Iteration 5F (1368.390000 sec): 3 clusters
  Score: Raw -8104244.353238 + Penalty 3758.861152 = -8100485.492086
  nChanged 6086
		SP:Iteration 6F (1368.960000 sec): 3 clusters
  Score: Raw -8107295.922657 + Penalty 3758.861152 = -8103537.061505
  nChanged 4977
		SP:Iteration 7Q (1369.610000 sec): 3 clusters
  Score: Raw -8109417.143986 + Penalty 3758.861152 = -8105658.282834
  nChanged 3928
		SP:Iteration 8Q (1370.330000 sec): 3 clusters
  Score: Raw -8110807.399575 + Penalty 3758.861152 = -8107048.538423
  nChanged 3063
		SP:Iteration 9Q (1371.030000 sec): 3 clusters
  Score: Raw -8111755.443178 + Penalty 3758.861152 = -8107996.582026
  nChanged 2545
		SP:Iteration 10Q (1371.690000 sec): 3 clusters
  Score: Raw -8112503.371945 + Penalty 3758.861152 = -8108744.510793
  nChanged 2212
		SP:Iteration 11Q (1372.340000 sec): 3 clusters
  Score: Raw -8113131.622733 + Penalty 3758.861152 = -8109372.761581
  nChanged 2046
		SP:Iteration 12Q (1373.060000 sec): 3 clusters
  Score: Raw -8113692.573061 + Penalty 3758.861152 = -8109933.711908
  nChanged 1890
		SP:Iteration 13Q (1373.730000 sec): 3 clusters
  Score: Raw -8114213.452485 + Penalty 3758.861152 = -8110454.591333
  nChanged 1901
		SP:Iteration 14Q (1374.470000 sec): 3 clusters
  Score: Raw -8114742.046139 + Penalty 3758.861152 = -8110983.184986
  nChanged 2002
		SP:Iteration 15Q (1375.200000 sec): 3 clusters
  Score: Raw -8115324.743903 + Penalty 3758.861152 = -8111565.882751
  nChanged 2067
		SP:Iteration 16Q (1375.970000 sec): 3 clusters
  Score: Raw -8115967.896177 + Penalty 3758.861152 = -8112209.035025
  nChanged 2151
		SP:Iteration 17Q (1376.700000 sec): 3 clusters
  Score: Raw -8116675.936870 + Penalty 3758.861152 = -8112917.075718
  nChanged 2332
		SP:Iteration 18Q (1377.460000 sec): 3 clusters
  Score: Raw -8117474.854641 + Penalty 3758.861152 = -8113715.993489
  nChanged 2402
		SP:Iteration 19Q (1378.110000 sec): 3 clusters
  Score: Raw -8118344.910220 + Penalty 3758.861152 = -8114586.049068
  nChanged 2412
		SP:Iteration 20F (1378.780000 sec): 3 clusters
  Score: Raw -8119273.489581 + Penalty 3758.861152 = -8115514.628429
  nChanged 2420
		SP:Iteration 21Q (1379.440000 sec): 3 clusters
  Score: Raw -8120224.417806 + Penalty 3758.861152 = -8116465.556654
  nChanged 2350
		SP:Iteration 22Q (1380.150000 sec): 3 clusters
  Score: Raw -8121156.660437 + Penalty 3758.861152 = -8117397.799285
  nChanged 2326
		SP:Iteration 23Q (1380.870000 sec): 3 clusters
  Score: Raw -8122076.289977 + Penalty 3758.861152 = -8118317.428825
  nChanged 2141
		SP:Iteration 24Q (1381.550000 sec): 3 clusters
  Score: Raw -8122905.383253 + Penalty 3758.861152 = -8119146.522101
  nChanged 2009
		SP:Iteration 25Q (1382.190000 sec): 3 clusters
  Score: Raw -8123667.574502 + Penalty 3758.861152 = -8119908.713349
  nChanged 1880
		SP:Iteration 26Q (1382.860000 sec): 3 clusters
  Score: Raw -8124393.770090 + Penalty 3758.861152 = -8120634.908938
  nChanged 1764
		SP:Iteration 27Q (1383.480000 sec): 3 clusters
  Score: Raw -8125097.848236 + Penalty 3758.861152 = -8121338.987084
  nChanged 1588
		SP:Iteration 28Q (1384.100000 sec): 3 clusters
  Score: Raw -8125731.682638 + Penalty 3758.861152 = -8121972.821486
  nChanged 1477
		SP:Iteration 29Q (1384.710000 sec): 3 clusters
  Score: Raw -8126328.492518 + Penalty 3758.861152 = -8122569.631366
  nChanged 1341
		SP:Iteration 30Q (1385.350000 sec): 3 clusters
  Score: Raw -8126865.124212 + Penalty 3758.861152 = -8123106.263060
  nChanged 1175
		SP:Iteration 31Q (1385.990000 sec): 3 clusters
  Score: Raw -8127304.333361 + Penalty 3758.861152 = -8123545.472209
  nChanged 1011
		SP:Iteration 32Q (1386.590000 sec): 3 clusters
  Score: Raw -8127669.091571 + Penalty 3758.861152 = -8123910.230419
  nChanged 873
		SP:Iteration 33Q (1387.210000 sec): 3 clusters
  Score: Raw -8127970.529478 + Penalty 3758.861152 = -8124211.668326
  nChanged 756
		SP:Iteration 34Q (1387.910000 sec): 3 clusters
  Score: Raw -8128223.423852 + Penalty 3758.861152 = -8124464.562699
  nChanged 621
		SP:Iteration 35Q (1388.530000 sec): 3 clusters
  Score: Raw -8128436.857132 + Penalty 3758.861152 = -8124677.995980
  nChanged 567
		SP:Iteration 36Q (1389.130000 sec): 3 clusters
  Score: Raw -8128657.151405 + Penalty 3758.861152 = -8124898.290253
  nChanged 465
		SP:Iteration 37Q (1389.810000 sec): 3 clusters
  Score: Raw -8128829.582809 + Penalty 3758.861152 = -8125070.721657
  nChanged 388
		SP:Iteration 38Q (1390.380000 sec): 3 clusters
  Score: Raw -8128973.606126 + Penalty 3758.861152 = -8125214.744974
  nChanged 345
		SP:Iteration 39Q (1390.970000 sec): 3 clusters
  Score: Raw -8129096.504071 + Penalty 3758.861152 = -8125337.642918
  nChanged 292
		SP:Iteration 40F (1391.620000 sec): 3 clusters
  Score: Raw -8129224.856231 + Penalty 3758.861152 = -8125465.995079
  nChanged 301
		SP:Iteration 41Q (1392.250000 sec): 3 clusters
  Score: Raw -8129328.580744 + Penalty 3758.861152 = -8125569.719592
  nChanged 249
		SP:Iteration 42Q (1392.850000 sec): 3 clusters
  Score: Raw -8129393.507504 + Penalty 3758.861152 = -8125634.646351
  nChanged 188
		SP:Iteration 43Q (1393.460000 sec): 3 clusters
  Score: Raw -8129439.939692 + Penalty 3758.861152 = -8125681.078539
  nChanged 171
		SP:Iteration 44Q (1394.040000 sec): 3 clusters
  Score: Raw -8129482.038228 + Penalty 3758.861152 = -8125723.177076
  nChanged 184
		SP:Iteration 45Q (1394.650000 sec): 3 clusters
  Score: Raw -8129531.872939 + Penalty 3758.861152 = -8125773.011786
  nChanged 175
		SP:Iteration 46Q (1395.240000 sec): 3 clusters
  Score: Raw -8129582.190293 + Penalty 3758.861152 = -8125823.329141
  nChanged 165
		SP:Iteration 47Q (1395.820000 sec): 3 clusters
  Score: Raw -8129625.125868 + Penalty 3758.861152 = -8125866.264715
  nChanged 152
		SP:Iteration 48Q (1396.450000 sec): 3 clusters
  Score: Raw -8129664.472259 + Penalty 3758.861152 = -8125905.611106
  nChanged 158
		SP:Iteration 49Q (1397.050000 sec): 3 clusters
  Score: Raw -8129701.792809 + Penalty 3758.861152 = -8125942.931656
  nChanged 147
		SP:Iteration 50Q (1397.660000 sec): 3 clusters
  Score: Raw -8129733.156470 + Penalty 3758.861152 = -8125974.295318
  nChanged 121
		SP:Iteration 51Q (1398.270000 sec): 3 clusters
  Score: Raw -8129755.344910 + Penalty 3758.861152 = -8125996.483758
  nChanged 106
		SP:Iteration 52Q (1398.910000 sec): 3 clusters
  Score: Raw -8129774.228033 + Penalty 3758.861152 = -8126015.366881
  nChanged 94
		SP:Iteration 53Q (1399.570000 sec): 3 clusters
  Score: Raw -8129790.144456 + Penalty 3758.861152 = -8126031.283304
  nChanged 74
		SP:Iteration 54Q (1400.260000 sec): 3 clusters
  Score: Raw -8129801.241367 + Penalty 3758.861152 = -8126042.380215
  nChanged 69
		SP:Iteration 55Q (1400.900000 sec): 3 clusters
  Score: Raw -8129813.185886 + Penalty 3758.861152 = -8126054.324734
  nChanged 59
		SP:Iteration 56Q (1401.650000 sec): 3 clusters
  Score: Raw -8129822.654372 + Penalty 3758.861152 = -8126063.793220
  nChanged 61
		SP:Iteration 57Q (1402.320000 sec): 3 clusters
  Score: Raw -8129831.168307 + Penalty 3758.861152 = -8126072.307155
  nChanged 42
		SP:Iteration 58Q (1402.970000 sec): 3 clusters
  Score: Raw -8129836.019151 + Penalty 3758.861152 = -8126077.157999
  nChanged 31
		SP:Iteration 59Q (1403.600000 sec): 3 clusters
  Score: Raw -8129839.746968 + Penalty 3758.861152 = -8126080.885815
  nChanged 26
		SP:Iteration 60F (1404.240000 sec): 3 clusters
  Score: Raw -8129842.327424 + Penalty 3758.861152 = -8126083.466271
  nChanged 15
		SP:Iteration 61Q (1404.900000 sec): 3 clusters
  Score: Raw -8129843.600720 + Penalty 3758.861152 = -8126084.739568
  nChanged 10
		SP:Iteration 62Q (1405.470000 sec): 3 clusters
  Score: Raw -8129844.434232 + Penalty 3758.861152 = -8126085.573080
  nChanged 7
		SP:Iteration 63Q (1406.050000 sec): 3 clusters
  Score: Raw -8129845.003315 + Penalty 3758.861152 = -8126086.142163
  nChanged 10
		SP:Iteration 64Q (1406.630000 sec): 3 clusters
  Score: Raw -8129845.773015 + Penalty 3758.861152 = -8126086.911863
  nChanged 9
		SP:Iteration 65Q (1407.190000 sec): 3 clusters
  Score: Raw -8129846.361368 + Penalty 3758.861152 = -8126087.500216
  nChanged 6
		SP:Iteration 66Q (1407.730000 sec): 3 clusters
  Score: Raw -8129846.599756 + Penalty 3758.861152 = -8126087.738604
  nChanged 3
		SP:Iteration 67Q (1408.330000 sec): 3 clusters
  Score: Raw -8129846.744091 + Penalty 3758.861152 = -8126087.882938
  nChanged 3
		SP:Iteration 68Q (1408.920000 sec): 3 clusters
  Score: Raw -8129846.799184 + Penalty 3758.861152 = -8126087.938032
  nChanged 2
		SP:Iteration 69Q (1409.440000 sec): 3 clusters
  Score: Raw -8129846.872287 + Penalty 3758.861152 = -8126088.011135
  nChanged 1
		SP:Iteration 70Q (1409.960000 sec): 3 clusters
  Score: Raw -8129846.919341 + Penalty 3758.861152 = -8126088.058188
  nChanged 0
		SP:Iteration 71F (1410.550000 sec): 3 clusters
  Score: Raw -8129846.919341 + Penalty 3758.861152 = -8126088.058188
  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 10.68 GB.

 Trying to split cluster 15 (66817 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1410.870000 sec): 2 clusters
  Score: Raw -5730483.788046 + Penalty 1805.328333 = -5728678.459713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1411.370000 sec): 3 clusters
  Score: Raw -5687591.053738 + Penalty 3610.656666 = -5683980.397072
  nChanged 31777
		SP:Iteration 1F (1411.880000 sec): 3 clusters
  Score: Raw -5707653.815857 + Penalty 3610.656666 = -5704043.159191
  nChanged 4845
		SP:Iteration 2F (1412.400000 sec): 3 clusters
  Score: Raw -5711861.422329 + Penalty 3610.656666 = -5708250.765664
  nChanged 6685
		SP:Iteration 3F (1412.930000 sec): 3 clusters
  Score: Raw -5718926.186863 + Penalty 3610.656666 = -5715315.530197
  nChanged 6870
		SP:Iteration 4F (1413.450000 sec): 3 clusters
  Score: Raw -5725217.480118 + Penalty 3610.656666 = -5721606.823452
  nChanged 4938
		SP:Iteration 5F (1413.960000 sec): 3 clusters
  Score: Raw -5728428.001484 + Penalty 3610.656666 = -5724817.344818
  nChanged 2958
		SP:Iteration 6Q (1414.490000 sec): 3 clusters
  Score: Raw -5729749.854357 + Penalty 3610.656666 = -5726139.197691
  nChanged 1807
		SP:Iteration 7Q (1415.040000 sec): 3 clusters
  Score: Raw -5730396.096394 + Penalty 3610.656666 = -5726785.439728
  nChanged 1153
		SP:Iteration 8Q (1415.540000 sec): 3 clusters
  Score: Raw -5730672.146432 + Penalty 3610.656666 = -5727061.489766
  nChanged 744
		SP:Iteration 9Q (1416.050000 sec): 3 clusters
  Score: Raw -5730805.731168 + Penalty 3610.656666 = -5727195.074502
  nChanged 547
		SP:Iteration 10Q (1416.520000 sec): 3 clusters
  Score: Raw -5730876.038112 + Penalty 3610.656666 = -5727265.381446
  nChanged 397
		SP:Iteration 11Q (1417.030000 sec): 3 clusters
  Score: Raw -5730914.631892 + Penalty 3610.656666 = -5727303.975226
  nChanged 275
		SP:Iteration 12Q (1417.520000 sec): 3 clusters
  Score: Raw -5730935.288314 + Penalty 3610.656666 = -5727324.631648
  nChanged 203
		SP:Iteration 13Q (1418.060000 sec): 3 clusters
  Score: Raw -5730947.980685 + Penalty 3610.656666 = -5727337.324019
  nChanged 151
		SP:Iteration 14Q (1418.560000 sec): 3 clusters
  Score: Raw -5730955.920569 + Penalty 3610.656666 = -5727345.263903
  nChanged 128
		SP:Iteration 15Q (1419.110000 sec): 3 clusters
  Score: Raw -5730961.993267 + Penalty 3610.656666 = -5727351.336601
  nChanged 123
		SP:Iteration 16Q (1419.660000 sec): 3 clusters
  Score: Raw -5730968.396759 + Penalty 3610.656666 = -5727357.740094
  nChanged 140
		SP:Iteration 17Q (1420.200000 sec): 3 clusters
  Score: Raw -5730975.474200 + Penalty 3610.656666 = -5727364.817534
  nChanged 135
		SP:Iteration 18Q (1420.740000 sec): 3 clusters
  Score: Raw -5730981.505093 + Penalty 3610.656666 = -5727370.848427
  nChanged 117
		SP:Iteration 19Q (1421.360000 sec): 3 clusters
  Score: Raw -5730987.301654 + Penalty 3610.656666 = -5727376.644988
  nChanged 151
		SP:Iteration 20F (1421.880000 sec): 3 clusters
  Score: Raw -5730995.881788 + Penalty 3610.656666 = -5727385.225122
  nChanged 144
		SP:Iteration 21Q (1422.370000 sec): 3 clusters
  Score: Raw -5731004.802765 + Penalty 3610.656666 = -5727394.146100
  nChanged 165
		SP:Iteration 22Q (1422.950000 sec): 3 clusters
  Score: Raw -5731014.899780 + Penalty 3610.656666 = -5727404.243114
  nChanged 162
		SP:Iteration 23Q (1423.470000 sec): 3 clusters
  Score: Raw -5731025.757230 + Penalty 3610.656666 = -5727415.100565
  nChanged 157
		SP:Iteration 24Q (1424.030000 sec): 3 clusters
  Score: Raw -5731036.123905 + Penalty 3610.656666 = -5727425.467239
  nChanged 138
		SP:Iteration 25Q (1424.550000 sec): 3 clusters
  Score: Raw -5731045.705092 + Penalty 3610.656666 = -5727435.048426
  nChanged 150
		SP:Iteration 26Q (1425.020000 sec): 3 clusters
  Score: Raw -5731056.260699 + Penalty 3610.656666 = -5727445.604034
  nChanged 138
		SP:Iteration 27Q (1425.500000 sec): 3 clusters
  Score: Raw -5731064.271291 + Penalty 3610.656666 = -5727453.614626
  nChanged 132
		SP:Iteration 28Q (1425.990000 sec): 3 clusters
  Score: Raw -5731072.898747 + Penalty 3610.656666 = -5727462.242081
  nChanged 156
		SP:Iteration 29Q (1426.460000 sec): 3 clusters
  Score: Raw -5731081.135255 + Penalty 3610.656666 = -5727470.478589
  nChanged 144
		SP:Iteration 30Q (1426.910000 sec): 3 clusters
  Score: Raw -5731089.744021 + Penalty 3610.656666 = -5727479.087355
  nChanged 163
		SP:Iteration 31Q (1427.390000 sec): 3 clusters
  Score: Raw -5731100.984126 + Penalty 3610.656666 = -5727490.327461
  nChanged 191
		SP:Iteration 32Q (1427.860000 sec): 3 clusters
  Score: Raw -5731113.744592 + Penalty 3610.656666 = -5727503.087926
  nChanged 205
		SP:Iteration 33Q (1428.330000 sec): 3 clusters
  Score: Raw -5731127.796303 + Penalty 3610.656666 = -5727517.139637
  nChanged 209
		SP:Iteration 34Q (1428.770000 sec): 3 clusters
  Score: Raw -5731143.929555 + Penalty 3610.656666 = -5727533.272889
  nChanged 238
		SP:Iteration 35Q (1429.210000 sec): 3 clusters
  Score: Raw -5731164.565174 + Penalty 3610.656666 = -5727553.908508
  nChanged 273
		SP:Iteration 36Q (1429.670000 sec): 3 clusters
  Score: Raw -5731189.624554 + Penalty 3610.656666 = -5727578.967889
  nChanged 295
		SP:Iteration 37Q (1430.130000 sec): 3 clusters
  Score: Raw -5731217.074291 + Penalty 3610.656666 = -5727606.417626
  nChanged 330
		SP:Iteration 38Q (1430.580000 sec): 3 clusters
  Score: Raw -5731249.967454 + Penalty 3610.656666 = -5727639.310788
  nChanged 350
		SP:Iteration 39Q (1431.060000 sec): 3 clusters
  Score: Raw -5731290.692503 + Penalty 3610.656666 = -5727680.035838
  nChanged 409
		SP:Iteration 40F (1431.540000 sec): 3 clusters
  Score: Raw -5731345.844623 + Penalty 3610.656666 = -5727735.187957
  nChanged 464
		SP:Iteration 41Q (1431.990000 sec): 3 clusters
  Score: Raw -5731420.801545 + Penalty 3610.656666 = -5727810.144879
  nChanged 536
		SP:Iteration 42Q (1432.470000 sec): 3 clusters
  Score: Raw -5731521.437848 + Penalty 3610.656666 = -5727910.781182
  nChanged 578
		SP:Iteration 43Q (1432.930000 sec): 3 clusters
  Score: Raw -5731637.405727 + Penalty 3610.656666 = -5728026.749061
  nChanged 640
		SP:Iteration 44Q (1433.360000 sec): 3 clusters
  Score: Raw -5731759.911523 + Penalty 3610.656666 = -5728149.254857
  nChanged 609
		SP:Iteration 45Q (1433.790000 sec): 3 clusters
  Score: Raw -5731868.119107 + Penalty 3610.656666 = -5728257.462441
  nChanged 659
		SP:Iteration 46Q (1434.210000 sec): 3 clusters
  Score: Raw -5731980.897842 + Penalty 3610.656666 = -5728370.241176
  nChanged 628
		SP:Iteration 47Q (1434.670000 sec): 3 clusters
  Score: Raw -5732079.345853 + Penalty 3610.656666 = -5728468.689187
  nChanged 667
		SP:Iteration 48Q (1435.140000 sec): 3 clusters
  Score: Raw -5732178.503062 + Penalty 3610.656666 = -5728567.846396
  nChanged 675
		SP:Iteration 49Q (1435.590000 sec): 3 clusters
  Score: Raw -5732276.500257 + Penalty 3610.656666 = -5728665.843591
  nChanged 684
		SP:Iteration 50Q (1436.100000 sec): 3 clusters
  Score: Raw -5732376.916872 + Penalty 3610.656666 = -5728766.260206
  nChanged 679
		SP:Iteration 51Q (1436.570000 sec): 3 clusters
  Score: Raw -5732476.930027 + Penalty 3610.656666 = -5728866.273361
  nChanged 724
		SP:Iteration 52Q (1437.070000 sec): 3 clusters
  Score: Raw -5732583.639713 + Penalty 3610.656666 = -5728972.983047
  nChanged 744
		SP:Iteration 53Q (1437.590000 sec): 3 clusters
  Score: Raw -5732698.365920 + Penalty 3610.656666 = -5729087.709254
  nChanged 724
		SP:Iteration 54Q (1438.100000 sec): 3 clusters
  Score: Raw -5732812.786851 + Penalty 3610.656666 = -5729202.130185
  nChanged 759
		SP:Iteration 55Q (1438.620000 sec): 3 clusters
  Score: Raw -5732928.079397 + Penalty 3610.656666 = -5729317.422731
  nChanged 748
		SP:Iteration 56Q (1439.100000 sec): 3 clusters
  Score: Raw -5733041.615755 + Penalty 3610.656666 = -5729430.959089
  nChanged 746
		SP:Iteration 57Q (1439.580000 sec): 3 clusters
  Score: Raw -5733154.180884 + Penalty 3610.656666 = -5729543.524218
  nChanged 772
		SP:Iteration 58Q (1440.100000 sec): 3 clusters
  Score: Raw -5733271.880176 + Penalty 3610.656666 = -5729661.223510
  nChanged 755
		SP:Iteration 59Q (1440.580000 sec): 3 clusters
  Score: Raw -5733388.468479 + Penalty 3610.656666 = -5729777.811813
  nChanged 778
		SP:Iteration 60F (1441.090000 sec): 3 clusters
  Score: Raw -5733511.175029 + Penalty 3610.656666 = -5729900.518363
  nChanged 773
		SP:Iteration 61Q (1441.570000 sec): 3 clusters
  Score: Raw -5733626.908281 + Penalty 3610.656666 = -5730016.251615
  nChanged 754
		SP:Iteration 62Q (1442.050000 sec): 3 clusters
  Score: Raw -5733736.526059 + Penalty 3610.656666 = -5730125.869393
  nChanged 726
		SP:Iteration 63Q (1442.550000 sec): 3 clusters
  Score: Raw -5733839.317160 + Penalty 3610.656666 = -5730228.660495
  nChanged 689
		SP:Iteration 64Q (1443.030000 sec): 3 clusters
  Score: Raw -5733933.879630 + Penalty 3610.656666 = -5730323.222964
  nChanged 657
		SP:Iteration 65Q (1443.510000 sec): 3 clusters
  Score: Raw -5734022.994164 + Penalty 3610.656666 = -5730412.337498
  nChanged 638
		SP:Iteration 66Q (1443.990000 sec): 3 clusters
  Score: Raw -5734107.623473 + Penalty 3610.656666 = -5730496.966807
  nChanged 592
		SP:Iteration 67Q (1444.470000 sec): 3 clusters
  Score: Raw -5734182.899119 + Penalty 3610.656666 = -5730572.242453
  nChanged 560
		SP:Iteration 68Q (1444.940000 sec): 3 clusters
  Score: Raw -5734251.038559 + Penalty 3610.656666 = -5730640.381893
  nChanged 552
		SP:Iteration 69Q (1445.390000 sec): 3 clusters
  Score: Raw -5734312.158900 + Penalty 3610.656666 = -5730701.502234
  nChanged 469
		SP:Iteration 70Q (1445.850000 sec): 3 clusters
  Score: Raw -5734362.578112 + Penalty 3610.656666 = -5730751.921446
  nChanged 450
		SP:Iteration 71Q (1446.280000 sec): 3 clusters
  Score: Raw -5734408.847252 + Penalty 3610.656666 = -5730798.190586
  nChanged 410
		SP:Iteration 72Q (1446.730000 sec): 3 clusters
  Score: Raw -5734448.738096 + Penalty 3610.656666 = -5730838.081430
  nChanged 405
		SP:Iteration 73Q (1447.200000 sec): 3 clusters
  Score: Raw -5734487.172741 + Penalty 3610.656666 = -5730876.516075
  nChanged 360
		SP:Iteration 74Q (1447.630000 sec): 3 clusters
  Score: Raw -5734519.157352 + Penalty 3610.656666 = -5730908.500686
  nChanged 342
		SP:Iteration 75Q (1448.070000 sec): 3 clusters
  Score: Raw -5734548.956809 + Penalty 3610.656666 = -5730938.300143
  nChanged 341
		SP:Iteration 76Q (1448.590000 sec): 3 clusters
  Score: Raw -5734578.956469 + Penalty 3610.656666 = -5730968.299803
  nChanged 327
		SP:Iteration 77Q (1449.080000 sec): 3 clusters
  Score: Raw -5734607.008650 + Penalty 3610.656666 = -5730996.351984
  nChanged 311
		SP:Iteration 78Q (1449.540000 sec): 3 clusters
  Score: Raw -5734632.169989 + Penalty 3610.656666 = -5731021.513323
  nChanged 280
		SP:Iteration 79Q (1450.030000 sec): 3 clusters
  Score: Raw -5734654.105440 + Penalty 3610.656666 = -5731043.448774
  nChanged 255
		SP:Iteration 80F (1450.480000 sec): 3 clusters
  Score: Raw -5734673.217277 + Penalty 3610.656666 = -5731062.560612
  nChanged 243
		SP:Iteration 81Q (1450.970000 sec): 3 clusters
  Score: Raw -5734692.470884 + Penalty 3610.656666 = -5731081.814218
  nChanged 251
		SP:Iteration 82Q (1451.490000 sec): 3 clusters
  Score: Raw -5734711.476112 + Penalty 3610.656666 = -5731100.819446
  nChanged 258
		SP:Iteration 83Q (1452.000000 sec): 3 clusters
  Score: Raw -5734730.987250 + Penalty 3610.656666 = -5731120.330584
  nChanged 246
		SP:Iteration 84Q (1452.450000 sec): 3 clusters
  Score: Raw -5734749.331953 + Penalty 3610.656666 = -5731138.675287
  nChanged 225
		SP:Iteration 85Q (1452.970000 sec): 3 clusters
  Score: Raw -5734765.978094 + Penalty 3610.656666 = -5731155.321428
  nChanged 210
		SP:Iteration 86Q (1453.500000 sec): 3 clusters
  Score: Raw -5734780.165558 + Penalty 3610.656666 = -5731169.508892
  nChanged 180
		SP:Iteration 87Q (1453.950000 sec): 3 clusters
  Score: Raw -5734792.224967 + Penalty 3610.656666 = -5731181.568301
  nChanged 178
		SP:Iteration 88Q (1454.480000 sec): 3 clusters
  Score: Raw -5734803.066884 + Penalty 3610.656666 = -5731192.410218
  nChanged 169
		SP:Iteration 89Q (1454.960000 sec): 3 clusters
  Score: Raw -5734812.939497 + Penalty 3610.656666 = -5731202.282831
  nChanged 157
		SP:Iteration 90Q (1455.490000 sec): 3 clusters
  Score: Raw -5734822.284202 + Penalty 3610.656666 = -5731211.627537
  nChanged 144
		SP:Iteration 91Q (1456.010000 sec): 3 clusters
  Score: Raw -5734830.546949 + Penalty 3610.656666 = -5731219.890283
  nChanged 135
		SP:Iteration 92Q (1456.510000 sec): 3 clusters
  Score: Raw -5734838.286362 + Penalty 3610.656666 = -5731227.629696
  nChanged 126
		SP:Iteration 93Q (1457.030000 sec): 3 clusters
  Score: Raw -5734845.340411 + Penalty 3610.656666 = -5731234.683745
  nChanged 116
		SP:Iteration 94Q (1457.540000 sec): 3 clusters
  Score: Raw -5734851.380262 + Penalty 3610.656666 = -5731240.723596
  nChanged 127
		SP:Iteration 95Q (1458.010000 sec): 3 clusters
  Score: Raw -5734858.013584 + Penalty 3610.656666 = -5731247.356918
  nChanged 114
		SP:Iteration 96Q (1458.510000 sec): 3 clusters
  Score: Raw -5734863.962817 + Penalty 3610.656666 = -5731253.306151
  nChanged 114
		SP:Iteration 97Q (1458.980000 sec): 3 clusters
  Score: Raw -5734870.756883 + Penalty 3610.656666 = -5731260.100217
  nChanged 112
		SP:Iteration 98Q (1459.490000 sec): 3 clusters
  Score: Raw -5734876.253492 + Penalty 3610.656666 = -5731265.596826
  nChanged 97
		SP:Iteration 99Q (1459.970000 sec): 3 clusters
  Score: Raw -5734881.040904 + Penalty 3610.656666 = -5731270.384238
  nChanged 88
		SP:Iteration 100F (1460.450000 sec): 3 clusters
  Score: Raw -5734885.154871 + Penalty 3610.656666 = -5731274.498205
  nChanged 68
		SP:Iteration 101Q (1460.940000 sec): 3 clusters
  Score: Raw -5734887.905987 + Penalty 3610.656666 = -5731277.249321
  nChanged 59
		SP:Iteration 102Q (1461.350000 sec): 3 clusters
  Score: Raw -5734890.411625 + Penalty 3610.656666 = -5731279.754959
  nChanged 58
		SP:Iteration 103Q (1461.850000 sec): 3 clusters
  Score: Raw -5734892.567747 + Penalty 3610.656666 = -5731281.911081
  nChanged 46
		SP:Iteration 104Q (1462.330000 sec): 3 clusters
  Score: Raw -5734894.241871 + Penalty 3610.656666 = -5731283.585205
  nChanged 32
		SP:Iteration 105Q (1462.780000 sec): 3 clusters
  Score: Raw -5734895.219809 + Penalty 3610.656666 = -5731284.563143
  nChanged 35
		SP:Iteration 106Q (1463.270000 sec): 3 clusters
  Score: Raw -5734896.525930 + Penalty 3610.656666 = -5731285.869264
  nChanged 29
		SP:Iteration 107Q (1463.750000 sec): 3 clusters
  Score: Raw -5734897.640706 + Penalty 3610.656666 = -5731286.984041
  nChanged 35
		SP:Iteration 108Q (1464.240000 sec): 3 clusters
  Score: Raw -5734899.051173 + Penalty 3610.656666 = -5731288.394507
  nChanged 41
		SP:Iteration 109Q (1464.690000 sec): 3 clusters
  Score: Raw -5734900.312421 + Penalty 3610.656666 = -5731289.655755
  nChanged 29
		SP:Iteration 110Q (1465.140000 sec): 3 clusters
  Score: Raw -5734901.212396 + Penalty 3610.656666 = -5731290.555730
  nChanged 28
		SP:Iteration 111Q (1465.600000 sec): 3 clusters
  Score: Raw -5734902.029950 + Penalty 3610.656666 = -5731291.373284
  nChanged 22
		SP:Iteration 112Q (1466.110000 sec): 3 clusters
  Score: Raw -5734902.786290 + Penalty 3610.656666 = -5731292.129624
  nChanged 39
		SP:Iteration 113Q (1466.590000 sec): 3 clusters
  Score: Raw -5734904.143812 + Penalty 3610.656666 = -5731293.487146
  nChanged 41
		SP:Iteration 114Q (1467.090000 sec): 3 clusters
  Score: Raw -5734905.766015 + Penalty 3610.656666 = -5731295.109349
  nChanged 43
		SP:Iteration 115Q (1467.600000 sec): 3 clusters
  Score: Raw -5734907.025421 + Penalty 3610.656666 = -5731296.368756
  nChanged 35
		SP:Iteration 116Q (1468.010000 sec): 3 clusters
  Score: Raw -5734908.304590 + Penalty 3610.656666 = -5731297.647924
  nChanged 39
		SP:Iteration 117Q (1468.470000 sec): 3 clusters
  Score: Raw -5734909.695000 + Penalty 3610.656666 = -5731299.038334
  nChanged 36
		SP:Iteration 118Q (1468.910000 sec): 3 clusters
  Score: Raw -5734910.882350 + Penalty 3610.656666 = -5731300.225684
  nChanged 34
		SP:Iteration 119Q (1469.420000 sec): 3 clusters
  Score: Raw -5734912.012238 + Penalty 3610.656666 = -5731301.355573
  nChanged 29
		SP:Iteration 120F (1469.970000 sec): 3 clusters
  Score: Raw -5734912.896452 + Penalty 3610.656666 = -5731302.239786
  nChanged 27
		SP:Iteration 121Q (1470.480000 sec): 3 clusters
  Score: Raw -5734913.601916 + Penalty 3610.656666 = -5731302.945250
  nChanged 22
		SP:Iteration 122Q (1470.950000 sec): 3 clusters
  Score: Raw -5734914.194125 + Penalty 3610.656666 = -5731303.537459
  nChanged 15
		SP:Iteration 123Q (1471.430000 sec): 3 clusters
  Score: Raw -5734914.574974 + Penalty 3610.656666 = -5731303.918308
  nChanged 12
		SP:Iteration 124Q (1471.860000 sec): 3 clusters
  Score: Raw -5734914.927003 + Penalty 3610.656666 = -5731304.270337
  nChanged 12
		SP:Iteration 125Q (1472.380000 sec): 3 clusters
  Score: Raw -5734915.249470 + Penalty 3610.656666 = -5731304.592805
  nChanged 16
		SP:Iteration 126Q (1472.860000 sec): 3 clusters
  Score: Raw -5734915.575988 + Penalty 3610.656666 = -5731304.919322
  nChanged 11
		SP:Iteration 127Q (1473.330000 sec): 3 clusters
  Score: Raw -5734915.900713 + Penalty 3610.656666 = -5731305.244047
  nChanged 14
		SP:Iteration 128Q (1473.830000 sec): 3 clusters
  Score: Raw -5734916.207469 + Penalty 3610.656666 = -5731305.550803
  nChanged 11
		SP:Iteration 129Q (1474.360000 sec): 3 clusters
  Score: Raw -5734916.532214 + Penalty 3610.656666 = -5731305.875548
  nChanged 12
		SP:Iteration 130Q (1474.850000 sec): 3 clusters
  Score: Raw -5734916.848884 + Penalty 3610.656666 = -5731306.192218
  nChanged 12
		SP:Iteration 131Q (1475.340000 sec): 3 clusters
  Score: Raw -5734917.206602 + Penalty 3610.656666 = -5731306.549936
  nChanged 5
		SP:Iteration 132Q (1475.840000 sec): 3 clusters
  Score: Raw -5734917.353599 + Penalty 3610.656666 = -5731306.696933
  nChanged 9
		SP:Iteration 133Q (1476.330000 sec): 3 clusters
  Score: Raw -5734917.646057 + Penalty 3610.656666 = -5731306.989391
  nChanged 12
		SP:Iteration 134Q (1476.820000 sec): 3 clusters
  Score: Raw -5734917.978901 + Penalty 3610.656666 = -5731307.322235
  nChanged 16
		SP:Iteration 135Q (1477.330000 sec): 3 clusters
  Score: Raw -5734918.433429 + Penalty 3610.656666 = -5731307.776763
  nChanged 21
		SP:Iteration 136Q (1477.820000 sec): 3 clusters
  Score: Raw -5734918.975336 + Penalty 3610.656666 = -5731308.318671
  nChanged 14
		SP:Iteration 137Q (1478.340000 sec): 3 clusters
  Score: Raw -5734919.368062 + Penalty 3610.656666 = -5731308.711396
  nChanged 12
		SP:Iteration 138Q (1478.840000 sec): 3 clusters
  Score: Raw -5734919.660741 + Penalty 3610.656666 = -5731309.004075
  nChanged 10
		SP:Iteration 139Q (1479.320000 sec): 3 clusters
  Score: Raw -5734919.910453 + Penalty 3610.656666 = -5731309.253787
  nChanged 8
		SP:Iteration 140F (1479.840000 sec): 3 clusters
  Score: Raw -5734920.121985 + Penalty 3610.656666 = -5731309.465320
  nChanged 5
		SP:Iteration 141Q (1480.310000 sec): 3 clusters
  Score: Raw -5734920.223999 + Penalty 3610.656666 = -5731309.567333
  nChanged 5
		SP:Iteration 142Q (1480.770000 sec): 3 clusters
  Score: Raw -5734920.314321 + Penalty 3610.656666 = -5731309.657655
  nChanged 6
		SP:Iteration 143Q (1481.240000 sec): 3 clusters
  Score: Raw -5734920.426974 + Penalty 3610.656666 = -5731309.770309
  nChanged 4
		SP:Iteration 144Q (1481.730000 sec): 3 clusters
  Score: Raw -5734920.545328 + Penalty 3610.656666 = -5731309.888662
  nChanged 5
		SP:Iteration 145Q (1482.200000 sec): 3 clusters
  Score: Raw -5734920.675342 + Penalty 3610.656666 = -5731310.018676
  nChanged 8
		SP:Iteration 146Q (1482.700000 sec): 3 clusters
  Score: Raw -5734920.806210 + Penalty 3610.656666 = -5731310.149544
  nChanged 6
		SP:Iteration 147Q (1483.180000 sec): 3 clusters
  Score: Raw -5734920.918250 + Penalty 3610.656666 = -5731310.261585
  nChanged 5
		SP:Iteration 148Q (1483.640000 sec): 3 clusters
  Score: Raw -5734921.012619 + Penalty 3610.656666 = -5731310.355953
  nChanged 7
		SP:Iteration 149Q (1484.090000 sec): 3 clusters
  Score: Raw -5734921.233544 + Penalty 3610.656666 = -5731310.576878
  nChanged 10
		SP:Iteration 150Q (1484.540000 sec): 3 clusters
  Score: Raw -5734921.508468 + Penalty 3610.656666 = -5731310.851802
  nChanged 8
		SP:Iteration 151Q (1484.990000 sec): 3 clusters
  Score: Raw -5734921.702136 + Penalty 3610.656666 = -5731311.045470
  nChanged 7
		SP:Iteration 152Q (1485.470000 sec): 3 clusters
  Score: Raw -5734921.836817 + Penalty 3610.656666 = -5731311.180151
  nChanged 10
		SP:Iteration 153Q (1485.950000 sec): 3 clusters
  Score: Raw -5734922.055105 + Penalty 3610.656666 = -5731311.398439
  nChanged 7
		SP:Iteration 154Q (1486.430000 sec): 3 clusters
  Score: Raw -5734922.176715 + Penalty 3610.656666 = -5731311.520049
  nChanged 4
		SP:Iteration 155Q (1486.930000 sec): 3 clusters
  Score: Raw -5734922.234488 + Penalty 3610.656666 = -5731311.577822
  nChanged 1
		SP:Iteration 156Q (1487.450000 sec): 3 clusters
  Score: Raw -5734922.261786 + Penalty 3610.656666 = -5731311.605120
  nChanged 1
		SP:Iteration 157Q (1487.950000 sec): 3 clusters
  Score: Raw -5734922.286466 + Penalty 3610.656666 = -5731311.629800
  nChanged 2
		SP:Iteration 158Q (1488.430000 sec): 3 clusters
  Score: Raw -5734922.322600 + Penalty 3610.656666 = -5731311.665934
  nChanged 3
		SP:Iteration 159Q (1488.870000 sec): 3 clusters
  Score: Raw -5734922.405670 + Penalty 3610.656666 = -5731311.749004
  nChanged 5
		SP:Iteration 160F (1489.320000 sec): 3 clusters
  Score: Raw -5734922.509407 + Penalty 3610.656666 = -5731311.852741
  nChanged 1
		SP:Iteration 161Q (1489.730000 sec): 3 clusters
  Score: Raw -5734922.532415 + Penalty 3610.656666 = -5731311.875749
  nChanged 0
		SP:Iteration 162F (1490.260000 sec): 3 clusters
  Score: Raw -5734922.532415 + Penalty 3610.656666 = -5731311.875749
  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 10.68 GB.

 Trying to split cluster 16 (2526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1490.400000 sec): 2 clusters
  Score: Raw -187471.632717 + Penalty 1273.088749 = -186198.543967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1490.590000 sec): 3 clusters
  Score: Raw -186446.720407 + Penalty 2546.177498 = -183900.542909
  nChanged 963
		SP:Iteration 1F (1490.760000 sec): 3 clusters
  Score: Raw -188516.756037 + Penalty 2546.177498 = -185970.578539
  nChanged 428
		SP:Iteration 2F (1490.970000 sec): 3 clusters
  Score: Raw -190614.754292 + Penalty 2546.177498 = -188068.576794
  nChanged 301
		SP:Iteration 3F (1491.170000 sec): 3 clusters
  Score: Raw -191983.404184 + Penalty 2546.177498 = -189437.226686
  nChanged 208
		SP:Iteration 4F (1491.370000 sec): 3 clusters
  Score: Raw -193046.397872 + Penalty 2546.177498 = -190500.220373
  nChanged 117
		SP:Iteration 5Q (1491.560000 sec): 3 clusters
  Score: Raw -193775.360987 + Penalty 2546.177498 = -191229.183488
  nChanged 28
		SP:Iteration 6Q (1491.760000 sec): 3 clusters
  Score: Raw -193857.553556 + Penalty 2546.177498 = -191311.376058
  nChanged 14
		SP:Iteration 7Q (1491.970000 sec): 3 clusters
  Score: Raw -193880.320428 + Penalty 2546.177498 = -191334.142930
  nChanged 12
		SP:Iteration 8Q (1492.130000 sec): 3 clusters
  Score: Raw -193905.289098 + Penalty 2546.177498 = -191359.111599
  nChanged 7
		SP:Iteration 9Q (1492.310000 sec): 3 clusters
  Score: Raw -193911.949319 + Penalty 2546.177498 = -191365.771821
  nChanged 6
		SP:Iteration 10Q (1492.450000 sec): 3 clusters
  Score: Raw -193918.461393 + Penalty 2546.177498 = -191372.283895
  nChanged 11
		SP:Iteration 11Q (1492.610000 sec): 3 clusters
  Score: Raw -193937.947682 + Penalty 2546.177498 = -191391.770183
  nChanged 16
		SP:Iteration 12Q (1492.790000 sec): 3 clusters
  Score: Raw -193993.518614 + Penalty 2546.177498 = -191447.341115
  nChanged 31
		SP:Iteration 13Q (1492.930000 sec): 3 clusters
  Score: Raw -194276.289177 + Penalty 2546.177498 = -191730.111678
  nChanged 16
		SP:Iteration 14Q (1493.120000 sec): 3 clusters
  Score: Raw -194568.350893 + Penalty 2546.177498 = -192022.173395
  nChanged 2
		SP:Iteration 15Q (1493.300000 sec): 3 clusters
  Score: Raw -194575.040214 + Penalty 2546.177498 = -192028.862715
  nChanged 0
		SP:Iteration 16F (1493.480000 sec): 3 clusters
  Score: Raw -194575.040214 + Penalty 2546.177498 = -192028.862715
  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 10.68 GB.

 Trying to split cluster 17 (24690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1493.730000 sec): 2 clusters
  Score: Raw -1965996.492366 + Penalty 1643.549957 = -1964352.942409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1493.980000 sec): 3 clusters
  Score: Raw -1951040.337417 + Penalty 3287.099914 = -1947753.237503
  nChanged 11384
		SP:Iteration 1F (1494.340000 sec): 3 clusters
  Score: Raw -1958674.895157 + Penalty 3287.099914 = -1955387.795242
  nChanged 2203
		SP:Iteration 2F (1494.640000 sec): 3 clusters
  Score: Raw -1961125.508996 + Penalty 3287.099914 = -1957838.409082
  nChanged 2375
		SP:Iteration 3F (1495.000000 sec): 3 clusters
  Score: Raw -1963530.652341 + Penalty 3287.099914 = -1960243.552427
  nChanged 2523
		SP:Iteration 4F (1495.280000 sec): 3 clusters
  Score: Raw -1966044.787446 + Penalty 3287.099914 = -1962757.687531
  nChanged 2301
		SP:Iteration 5F (1495.550000 sec): 3 clusters
  Score: Raw -1968308.219087 + Penalty 3287.099914 = -1965021.119173
  nChanged 1814
		SP:Iteration 6F (1495.860000 sec): 3 clusters
  Score: Raw -1970083.150577 + Penalty 3287.099914 = -1966796.050662
  nChanged 1289
		SP:Iteration 7F (1496.180000 sec): 3 clusters
  Score: Raw -1971498.538495 + Penalty 3287.099914 = -1968211.438581
  nChanged 1014
		SP:Iteration 8Q (1496.570000 sec): 3 clusters
  Score: Raw -1972722.576008 + Penalty 3287.099914 = -1969435.476094
  nChanged 727
		SP:Iteration 9Q (1496.840000 sec): 3 clusters
  Score: Raw -1973128.329762 + Penalty 3287.099914 = -1969841.229848
  nChanged 402
		SP:Iteration 10Q (1497.180000 sec): 3 clusters
  Score: Raw -1973225.595191 + Penalty 3287.099914 = -1969938.495276
  nChanged 206
		SP:Iteration 11Q (1497.490000 sec): 3 clusters
  Score: Raw -1973274.836406 + Penalty 3287.099914 = -1969987.736492
  nChanged 127
		SP:Iteration 12Q (1497.800000 sec): 3 clusters
  Score: Raw -1973308.389434 + Penalty 3287.099914 = -1970021.289520
  nChanged 107
		SP:Iteration 13Q (1498.100000 sec): 3 clusters
  Score: Raw -1973330.595791 + Penalty 3287.099914 = -1970043.495877
  nChanged 85
		SP:Iteration 14Q (1498.440000 sec): 3 clusters
  Score: Raw -1973345.246119 + Penalty 3287.099914 = -1970058.146205
  nChanged 77
		SP:Iteration 15Q (1498.760000 sec): 3 clusters
  Score: Raw -1973355.759833 + Penalty 3287.099914 = -1970068.659919
  nChanged 37
		SP:Iteration 16Q (1499.040000 sec): 3 clusters
  Score: Raw -1973359.396872 + Penalty 3287.099914 = -1970072.296958
  nChanged 31
		SP:Iteration 17Q (1499.350000 sec): 3 clusters
  Score: Raw -1973362.761248 + Penalty 3287.099914 = -1970075.661334
  nChanged 31
		SP:Iteration 18Q (1499.640000 sec): 3 clusters
  Score: Raw -1973366.216611 + Penalty 3287.099914 = -1970079.116697
  nChanged 29
		SP:Iteration 19Q (1499.960000 sec): 3 clusters
  Score: Raw -1973368.975733 + Penalty 3287.099914 = -1970081.875818
  nChanged 19
		SP:Iteration 20F (1500.290000 sec): 3 clusters
  Score: Raw -1973370.362477 + Penalty 3287.099914 = -1970083.262562
  nChanged 14
		SP:Iteration 21Q (1500.590000 sec): 3 clusters
  Score: Raw -1973371.501344 + Penalty 3287.099914 = -1970084.401430
  nChanged 10
		SP:Iteration 22Q (1500.900000 sec): 3 clusters
  Score: Raw -1973372.006810 + Penalty 3287.099914 = -1970084.906895
  nChanged 2
		SP:Iteration 23Q (1501.160000 sec): 3 clusters
  Score: Raw -1973372.101555 + Penalty 3287.099914 = -1970085.001641
  nChanged 2
		SP:Iteration 24Q (1501.420000 sec): 3 clusters
  Score: Raw -1973372.219646 + Penalty 3287.099914 = -1970085.119732
  nChanged 4
		SP:Iteration 25Q (1501.760000 sec): 3 clusters
  Score: Raw -1973372.394484 + Penalty 3287.099914 = -1970085.294569
  nChanged 3
		SP:Iteration 26Q (1502.030000 sec): 3 clusters
  Score: Raw -1973372.611644 + Penalty 3287.099914 = -1970085.511730
  nChanged 1
		SP:Iteration 27Q (1502.330000 sec): 3 clusters
  Score: Raw -1973372.689614 + Penalty 3287.099914 = -1970085.589700
  nChanged 1
		SP:Iteration 28Q (1502.640000 sec): 3 clusters
  Score: Raw -1973372.744597 + Penalty 3287.099914 = -1970085.644682
  nChanged 1
		SP:Iteration 29Q (1502.940000 sec): 3 clusters
  Score: Raw -1973372.801003 + Penalty 3287.099914 = -1970085.701089
  nChanged 1
		SP:Iteration 30Q (1503.260000 sec): 3 clusters
  Score: Raw -1973372.843992 + Penalty 3287.099914 = -1970085.744077
  nChanged 1
		SP:Iteration 31Q (1503.530000 sec): 3 clusters
  Score: Raw -1973372.875089 + Penalty 3287.099914 = -1970085.775174
  nChanged 0
		SP:Iteration 32F (1503.830000 sec): 3 clusters
  Score: Raw -1973372.875089 + Penalty 3287.099914 = -1970085.775174
  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 10.68 GB.

 Trying to split cluster 18 (18617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1504.000000 sec): 2 clusters
  Score: Raw -1339738.472880 + Penalty 1597.672443 = -1338140.800437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1504.240000 sec): 3 clusters
  Score: Raw -1328910.631800 + Penalty 3195.344887 = -1325715.286914
  nChanged 8520
		SP:Iteration 1F (1504.510000 sec): 3 clusters
  Score: Raw -1337160.277810 + Penalty 3195.344887 = -1333964.932923
  nChanged 2398
		SP:Iteration 2F (1504.770000 sec): 3 clusters
  Score: Raw -1340855.575974 + Penalty 3195.344887 = -1337660.231087
  nChanged 2171
		SP:Iteration 3F (1505.010000 sec): 3 clusters
  Score: Raw -1344290.680070 + Penalty 3195.344887 = -1341095.335184
  nChanged 1630
		SP:Iteration 4F (1505.350000 sec): 3 clusters
  Score: Raw -1346757.917341 + Penalty 3195.344887 = -1343562.572454
  nChanged 1123
		SP:Iteration 5F (1505.660000 sec): 3 clusters
  Score: Raw -1348219.075073 + Penalty 3195.344887 = -1345023.730186
  nChanged 731
		SP:Iteration 6Q (1505.940000 sec): 3 clusters
  Score: Raw -1348846.350462 + Penalty 3195.344887 = -1345651.005575
  nChanged 411
		SP:Iteration 7Q (1506.220000 sec): 3 clusters
  Score: Raw -1349045.716552 + Penalty 3195.344887 = -1345850.371665
  nChanged 276
		SP:Iteration 8Q (1506.470000 sec): 3 clusters
  Score: Raw -1349155.735068 + Penalty 3195.344887 = -1345960.390181
  nChanged 194
		SP:Iteration 9Q (1506.740000 sec): 3 clusters
  Score: Raw -1349234.174779 + Penalty 3195.344887 = -1346038.829893
  nChanged 161
		SP:Iteration 10Q (1506.980000 sec): 3 clusters
  Score: Raw -1349292.217087 + Penalty 3195.344887 = -1346096.872200
  nChanged 139
		SP:Iteration 11Q (1507.290000 sec): 3 clusters
  Score: Raw -1349333.512631 + Penalty 3195.344887 = -1346138.167744
  nChanged 121
		SP:Iteration 12Q (1507.590000 sec): 3 clusters
  Score: Raw -1349365.987757 + Penalty 3195.344887 = -1346170.642870
  nChanged 108
		SP:Iteration 13Q (1507.820000 sec): 3 clusters
  Score: Raw -1349408.095945 + Penalty 3195.344887 = -1346212.751058
  nChanged 79
		SP:Iteration 14Q (1508.070000 sec): 3 clusters
  Score: Raw -1349426.394161 + Penalty 3195.344887 = -1346231.049275
  nChanged 63
		SP:Iteration 15Q (1508.310000 sec): 3 clusters
  Score: Raw -1349434.267347 + Penalty 3195.344887 = -1346238.922461
  nChanged 43
		SP:Iteration 16Q (1508.570000 sec): 3 clusters
  Score: Raw -1349438.513466 + Penalty 3195.344887 = -1346243.168580
  nChanged 30
		SP:Iteration 17Q (1508.860000 sec): 3 clusters
  Score: Raw -1349441.178254 + Penalty 3195.344887 = -1346245.833368
  nChanged 18
		SP:Iteration 18Q (1509.130000 sec): 3 clusters
  Score: Raw -1349442.404534 + Penalty 3195.344887 = -1346247.059647
  nChanged 9
		SP:Iteration 19Q (1509.410000 sec): 3 clusters
  Score: Raw -1349443.075865 + Penalty 3195.344887 = -1346247.730978
  nChanged 8
		SP:Iteration 20F (1509.650000 sec): 3 clusters
  Score: Raw -1349443.501616 + Penalty 3195.344887 = -1346248.156729
  nChanged 6
		SP:Iteration 21Q (1509.970000 sec): 3 clusters
  Score: Raw -1349443.961468 + Penalty 3195.344887 = -1346248.616581
  nChanged 10
		SP:Iteration 22Q (1510.250000 sec): 3 clusters
  Score: Raw -1349444.549078 + Penalty 3195.344887 = -1346249.204191
  nChanged 3
		SP:Iteration 23Q (1510.490000 sec): 3 clusters
  Score: Raw -1349444.740664 + Penalty 3195.344887 = -1346249.395778
  nChanged 0
		SP:Iteration 24F (1510.770000 sec): 3 clusters
  Score: Raw -1349444.740664 + Penalty 3195.344887 = -1346249.395778
  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 10.68 GB.

 Trying to split cluster 19 (192573 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1511.790000 sec): 2 clusters
  Score: Raw -16543583.564670 + Penalty 1977.337470 = -16541606.227201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1512.750000 sec): 3 clusters
  Score: Raw -16416446.614933 + Penalty 3954.674939 = -16412491.939994
  nChanged 93152
		SP:Iteration 1F (1513.800000 sec): 3 clusters
  Score: Raw -16473010.789971 + Penalty 3954.674939 = -16469056.115032
  nChanged 8017
		SP:Iteration 2Q (1514.940000 sec): 3 clusters
  Score: Raw -16476480.639921 + Penalty 3954.674939 = -16472525.964982
  nChanged 10494
		SP:Iteration 3F (1515.960000 sec): 3 clusters
  Score: Raw -16482812.281654 + Penalty 3954.674939 = -16478857.606715
  nChanged 13701
		SP:Iteration 4F (1516.980000 sec): 3 clusters
  Score: Raw -16493385.580471 + Penalty 3954.674939 = -16489430.905532
  nChanged 15956
		SP:Iteration 5F (1517.930000 sec): 3 clusters
  Score: Raw -16507299.812460 + Penalty 3954.674939 = -16503345.137521
  nChanged 15186
		SP:Iteration 6F (1518.900000 sec): 3 clusters
  Score: Raw -16521168.196498 + Penalty 3954.674939 = -16517213.521559
  nChanged 11882
		SP:Iteration 7F (1519.840000 sec): 3 clusters
  Score: Raw -16532508.794061 + Penalty 3954.674939 = -16528554.119122
  nChanged 7745
		SP:Iteration 8Q (1520.910000 sec): 3 clusters
  Score: Raw -16540186.543219 + Penalty 3954.674939 = -16536231.868280
  nChanged 4582
		SP:Iteration 9Q (1521.920000 sec): 3 clusters
  Score: Raw -16545120.463166 + Penalty 3954.674939 = -16541165.788226
  nChanged 2716
		SP:Iteration 10Q (1522.890000 sec): 3 clusters
  Score: Raw -16547510.633027 + Penalty 3954.674939 = -16543555.958088
  nChanged 1836
		SP:Iteration 11Q (1523.980000 sec): 3 clusters
  Score: Raw -16548445.793618 + Penalty 3954.674939 = -16544491.118679
  nChanged 1187
		SP:Iteration 12Q (1525.000000 sec): 3 clusters
  Score: Raw -16548834.083257 + Penalty 3954.674939 = -16544879.408318
  nChanged 724
		SP:Iteration 13Q (1526.050000 sec): 3 clusters
  Score: Raw -16548991.121215 + Penalty 3954.674939 = -16545036.446276
  nChanged 477
		SP:Iteration 14Q (1527.130000 sec): 3 clusters
  Score: Raw -16549067.569801 + Penalty 3954.674939 = -16545112.894862
  nChanged 322
		SP:Iteration 15Q (1528.080000 sec): 3 clusters
  Score: Raw -16549104.774530 + Penalty 3954.674939 = -16545150.099591
  nChanged 209
		SP:Iteration 16Q (1528.990000 sec): 3 clusters
  Score: Raw -16549121.548841 + Penalty 3954.674939 = -16545166.873902
  nChanged 163
		SP:Iteration 17Q (1529.870000 sec): 3 clusters
  Score: Raw -16549130.649151 + Penalty 3954.674939 = -16545175.974212
  nChanged 100
		SP:Iteration 18Q (1530.740000 sec): 3 clusters
  Score: Raw -16549135.532356 + Penalty 3954.674939 = -16545180.857417
  nChanged 64
		SP:Iteration 19Q (1531.720000 sec): 3 clusters
  Score: Raw -16549137.816596 + Penalty 3954.674939 = -16545183.141657
  nChanged 33
		SP:Iteration 20F (1532.710000 sec): 3 clusters
  Score: Raw -16549139.804394 + Penalty 3954.674939 = -16545185.129455
  nChanged 29
		SP:Iteration 21Q (1533.610000 sec): 3 clusters
  Score: Raw -16549140.581312 + Penalty 3954.674939 = -16545185.906373
  nChanged 27
		SP:Iteration 22Q (1534.470000 sec): 3 clusters
  Score: Raw -16549141.467291 + Penalty 3954.674939 = -16545186.792352
  nChanged 29
		SP:Iteration 23Q (1535.310000 sec): 3 clusters
  Score: Raw -16549142.325063 + Penalty 3954.674939 = -16545187.650124
  nChanged 28
		SP:Iteration 24Q (1536.180000 sec): 3 clusters
  Score: Raw -16549142.990890 + Penalty 3954.674939 = -16545188.315951
  nChanged 15
		SP:Iteration 25Q (1537.010000 sec): 3 clusters
  Score: Raw -16549143.350449 + Penalty 3954.674939 = -16545188.675510
  nChanged 14
		SP:Iteration 26Q (1537.960000 sec): 3 clusters
  Score: Raw -16549143.794504 + Penalty 3954.674939 = -16545189.119565
  nChanged 20
		SP:Iteration 27Q (1538.990000 sec): 3 clusters
  Score: Raw -16549144.513082 + Penalty 3954.674939 = -16545189.838143
  nChanged 23
		SP:Iteration 28Q (1539.950000 sec): 3 clusters
  Score: Raw -16549145.195322 + Penalty 3954.674939 = -16545190.520383
  nChanged 19
		SP:Iteration 29Q (1540.910000 sec): 3 clusters
  Score: Raw -16549145.709573 + Penalty 3954.674939 = -16545191.034633
  nChanged 12
		SP:Iteration 30Q (1541.810000 sec): 3 clusters
  Score: Raw -16549145.973683 + Penalty 3954.674939 = -16545191.298744
  nChanged 12
		SP:Iteration 31Q (1542.740000 sec): 3 clusters
  Score: Raw -16549146.207715 + Penalty 3954.674939 = -16545191.532776
  nChanged 16
		SP:Iteration 32Q (1543.690000 sec): 3 clusters
  Score: Raw -16549146.640172 + Penalty 3954.674939 = -16545191.965233
  nChanged 15
		SP:Iteration 33Q (1544.720000 sec): 3 clusters
  Score: Raw -16549147.008944 + Penalty 3954.674939 = -16545192.334005
  nChanged 10
		SP:Iteration 34Q (1545.820000 sec): 3 clusters
  Score: Raw -16549147.227466 + Penalty 3954.674939 = -16545192.552527
  nChanged 11
		SP:Iteration 35Q (1546.810000 sec): 3 clusters
  Score: Raw -16549147.517850 + Penalty 3954.674939 = -16545192.842911
  nChanged 12
		SP:Iteration 36Q (1547.840000 sec): 3 clusters
  Score: Raw -16549147.788567 + Penalty 3954.674939 = -16545193.113628
  nChanged 14
		SP:Iteration 37Q (1548.900000 sec): 3 clusters
  Score: Raw -16549148.140862 + Penalty 3954.674939 = -16545193.465923
  nChanged 14
		SP:Iteration 38Q (1549.780000 sec): 3 clusters
  Score: Raw -16549148.449919 + Penalty 3954.674939 = -16545193.774980
  nChanged 17
		SP:Iteration 39Q (1550.710000 sec): 3 clusters
  Score: Raw -16549148.815827 + Penalty 3954.674939 = -16545194.140888
  nChanged 11
		SP:Iteration 40F (1551.700000 sec): 3 clusters
  Score: Raw -16549149.135385 + Penalty 3954.674939 = -16545194.460446
  nChanged 12
		SP:Iteration 41Q (1552.550000 sec): 3 clusters
  Score: Raw -16549149.471327 + Penalty 3954.674939 = -16545194.796388
  nChanged 15
		SP:Iteration 42Q (1553.540000 sec): 3 clusters
  Score: Raw -16549149.945764 + Penalty 3954.674939 = -16545195.270825
  nChanged 15
		SP:Iteration 43Q (1554.460000 sec): 3 clusters
  Score: Raw -16549150.292057 + Penalty 3954.674939 = -16545195.617118
  nChanged 16
		SP:Iteration 44Q (1555.360000 sec): 3 clusters
  Score: Raw -16549150.671409 + Penalty 3954.674939 = -16545195.996470
  nChanged 15
		SP:Iteration 45Q (1556.220000 sec): 3 clusters
  Score: Raw -16549150.950872 + Penalty 3954.674939 = -16545196.275933
  nChanged 10
		SP:Iteration 46Q (1557.210000 sec): 3 clusters
  Score: Raw -16549151.141452 + Penalty 3954.674939 = -16545196.466513
  nChanged 7
		SP:Iteration 47Q (1558.240000 sec): 3 clusters
  Score: Raw -16549151.250713 + Penalty 3954.674939 = -16545196.575774
  nChanged 2
		SP:Iteration 48Q (1559.250000 sec): 3 clusters
  Score: Raw -16549151.283165 + Penalty 3954.674939 = -16545196.608226
  nChanged 3
		SP:Iteration 49Q (1560.260000 sec): 3 clusters
  Score: Raw -16549151.367724 + Penalty 3954.674939 = -16545196.692785
  nChanged 2
		SP:Iteration 50Q (1561.200000 sec): 3 clusters
  Score: Raw -16549151.470341 + Penalty 3954.674939 = -16545196.795402
  nChanged 3
		SP:Iteration 51Q (1562.160000 sec): 3 clusters
  Score: Raw -16549151.514012 + Penalty 3954.674939 = -16545196.839073
  nChanged 2
		SP:Iteration 52Q (1563.210000 sec): 3 clusters
  Score: Raw -16549151.541086 + Penalty 3954.674939 = -16545196.866147
  nChanged 2
		SP:Iteration 53Q (1564.310000 sec): 3 clusters
  Score: Raw -16549151.568584 + Penalty 3954.674939 = -16545196.893645
  nChanged 0
		SP:Iteration 54F (1565.380000 sec): 3 clusters
  Score: Raw -16549151.568584 + Penalty 3954.674939 = -16545196.893645
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Iteration 20F (1648.730000 sec): 35 clusters
  Score: Raw -122031600.792472 + Penalty 78486.299426 = -121953114.493046
  nChanged 56459
Iteration 21Q (1697.040000 sec): 35 clusters
  Score: Raw -122054163.909383 + Penalty 78486.299426 = -121975677.609956
  nChanged 26019
Iteration 22Q (1748.110000 sec): 35 clusters
  Score: Raw -122063290.851458 + Penalty 78486.299426 = -121984804.552032
  nChanged 18804
Iteration 23Q (1798.470000 sec): 35 clusters
  Score: Raw -122068656.099597 + Penalty 78486.299426 = -121990169.800171
  nChanged 14945
Iteration 24Q (1852.030000 sec): 35 clusters
  Score: Raw -122072228.613366 + Penalty 78486.299426 = -121993742.313940
  nChanged 12542
Iteration 25Q (1904.820000 sec): 35 clusters
  Score: Raw -122074795.145772 + Penalty 78486.299426 = -121996308.846346
  nChanged 10722
Iteration 26Q (1961.510000 sec): 35 clusters
  Score: Raw -122076805.840415 + Penalty 78486.299426 = -121998319.540989
  nChanged 9514
Iteration 27Q (2018.090000 sec): 35 clusters
  Score: Raw -122078480.276270 + Penalty 78486.299426 = -121999993.976843
  nChanged 8650
Iteration 28Q (2074.090000 sec): 35 clusters
  Score: Raw -122079928.269385 + Penalty 78486.299426 = -122001441.969959
  nChanged 8030
Iteration 29Q (2126.250000 sec): 35 clusters
  Score: Raw -122081270.486613 + Penalty 78486.299426 = -122002784.187187
  nChanged 7662
Iteration 30Q (2183.720000 sec): 35 clusters
  Score: Raw -122082454.031133 + Penalty 78486.299426 = -122003967.731707
  nChanged 7257
Iteration 31Q (2239.090000 sec): 35 clusters
  Score: Raw -122083524.556858 + Penalty 78486.299426 = -122005038.257432
  nChanged 6897
Iteration 32Q (2297.230000 sec): 35 clusters
  Score: Raw -122084533.898173 + Penalty 78486.299426 = -122006047.598747
  nChanged 6601
Iteration 33Q (2352.260000 sec): 35 clusters
  Score: Raw -122085538.141006 + Penalty 78486.299426 = -122007051.841580
  nChanged 6483
Iteration 34Q (2405.660000 sec): 35 clusters
  Score: Raw -122086623.091081 + Penalty 78486.299426 = -122008136.791655
  nChanged 6445
Iteration 35Q (2463.130000 sec): 35 clusters
  Score: Raw -122087823.133919 + Penalty 78486.299426 = -122009336.834492
  nChanged 6424
Iteration 36Q (2524.220000 sec): 35 clusters
  Score: Raw -122089208.911135 + Penalty 78486.299426 = -122010722.611709
  nChanged 6415
Iteration 37Q (2586.150000 sec): 35 clusters
  Score: Raw -122090752.135757 + Penalty 78486.299426 = -122012265.836330
  nChanged 6418
Iteration 38Q (2649.210000 sec): 35 clusters
  Score: Raw -122092172.718938 + Penalty 78486.299426 = -122013686.419511
  nChanged 6194
Iteration 39Q (2704.440000 sec): 35 clusters
  Score: Raw -122093243.406196 + Penalty 78486.299426 = -122014757.106770
  nChanged 5845
Iteration 40F (2783.560000 sec): 35 clusters
  Score: Raw -122094876.472889 + Penalty 78486.299426 = -122016390.173463
  nChanged 6346
Iteration 41Q (2835.410000 sec): 35 clusters
  Score: Raw -122096204.604643 + Penalty 78486.299426 = -122017718.305216
  nChanged 6469
Iteration 42Q (2893.970000 sec): 35 clusters
  Score: Raw -122097328.659278 + Penalty 78486.299426 = -122018842.359852
  nChanged 6343
Iteration 43Q (2951.590000 sec): 35 clusters
  Score: Raw -122098324.371933 + Penalty 78486.299426 = -122019838.072506
  nChanged 6224
Iteration 44Q (3006.780000 sec): 35 clusters
  Score: Raw -122099206.114560 + Penalty 78486.299426 = -122020719.815133
  nChanged 5960
Iteration 45Q (3057.340000 sec): 35 clusters
  Score: Raw -122099985.515819 + Penalty 78486.299426 = -122021499.216393
  nChanged 5594
Iteration 46Q (3104.910000 sec): 35 clusters
  Score: Raw -122100700.783281 + Penalty 78486.299426 = -122022214.483855
  nChanged 5187
Iteration 47Q (3160.430000 sec): 35 clusters
  Score: Raw -122101372.581554 + Penalty 78486.299426 = -122022886.282128
  nChanged 5037
Iteration 48Q (3218.150000 sec): 35 clusters
  Score: Raw -122102079.556291 + Penalty 78486.299426 = -122023593.256864
  nChanged 4863
Iteration 49Q (3263.850000 sec): 35 clusters
  Score: Raw -122102753.927812 + Penalty 78486.299426 = -122024267.628385
  nChanged 4747
Iteration 50Q (3317.730000 sec): 35 clusters
  Score: Raw -122103396.250792 + Penalty 78486.299426 = -122024909.951366
  nChanged 4551
Iteration 51Q (3371.410000 sec): 35 clusters
  Score: Raw -122104057.951702 + Penalty 78486.299426 = -122025571.652276
  nChanged 4529
Iteration 52Q (3420.190000 sec): 35 clusters
  Score: Raw -122104800.250456 + Penalty 78486.299426 = -122026313.951029
  nChanged 4543
Iteration 53Q (3471.120000 sec): 35 clusters
  Score: Raw -122105759.160858 + Penalty 78486.299426 = -122027272.861432
  nChanged 4725
Iteration 54Q (3527.700000 sec): 35 clusters
  Score: Raw -122107188.034751 + Penalty 78486.299426 = -122028701.735324
  nChanged 4966
Iteration 55Q (3581.360000 sec): 35 clusters
  Score: Raw -122109457.040368 + Penalty 78486.299426 = -122030970.740941
  nChanged 5543
Iteration 56Q (3632.630000 sec): 35 clusters
  Score: Raw -122112410.644389 + Penalty 78486.299426 = -122033924.344962
  nChanged 6002
Iteration 57Q (3686.190000 sec): 35 clusters
  Score: Raw -122114725.362236 + Penalty 78486.299426 = -122036239.062809
  nChanged 6123
Iteration 58Q (3735.460000 sec): 35 clusters
  Score: Raw -122116255.126581 + Penalty 78486.299426 = -122037768.827154
  nChanged 5560
Writing temp clu file 
Because OldScore, -122036239.062809, is greater than current (better) Score,-122037768.827154 
 Compute initial score before splitting:   Score: Raw -122116255.126581 + Penalty 78486.299426 = -122037768.827154
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 1 (49013 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3736.260000 sec): 2 clusters
  Score: Raw -4066939.080511 + Penalty 1754.974138 = -4065184.106374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3736.700000 sec): 3 clusters
  Score: Raw -4035880.555063 + Penalty 3509.948276 = -4032370.606788
  nChanged 23042
		SP:Iteration 1F (3737.100000 sec): 3 clusters
  Score: Raw -4049548.170171 + Penalty 3509.948276 = -4046038.221896
  nChanged 2434
		SP:Iteration 2Q (3737.480000 sec): 3 clusters
  Score: Raw -4050692.440867 + Penalty 3509.948276 = -4047182.492592
  nChanged 2771
		SP:Iteration 3F (3737.820000 sec): 3 clusters
  Score: Raw -4052244.333476 + Penalty 3509.948276 = -4048734.385200
  nChanged 3092
		SP:Iteration 4F (3738.200000 sec): 3 clusters
  Score: Raw -4054242.236631 + Penalty 3509.948276 = -4050732.288356
  nChanged 3316
		SP:Iteration 5F (3738.580000 sec): 3 clusters
  Score: Raw -4056598.624628 + Penalty 3509.948276 = -4053088.676353
  nChanged 3306
		SP:Iteration 6F (3738.970000 sec): 3 clusters
  Score: Raw -4059087.693097 + Penalty 3509.948276 = -4055577.744822
  nChanged 3016
		SP:Iteration 7F (3739.340000 sec): 3 clusters
  Score: Raw -4061145.559520 + Penalty 3509.948276 = -4057635.611244
  nChanged 2390
		SP:Iteration 8Q (3739.800000 sec): 3 clusters
  Score: Raw -4062548.429992 + Penalty 3509.948276 = -4059038.481717
  nChanged 1755
		SP:Iteration 9Q (3740.200000 sec): 3 clusters
  Score: Raw -4063377.215842 + Penalty 3509.948276 = -4059867.267567
  nChanged 1325
		SP:Iteration 10Q (3740.580000 sec): 3 clusters
  Score: Raw -4063913.632099 + Penalty 3509.948276 = -4060403.683824
  nChanged 970
		SP:Iteration 11Q (3740.980000 sec): 3 clusters
  Score: Raw -4064265.464321 + Penalty 3509.948276 = -4060755.516045
  nChanged 844
		SP:Iteration 12Q (3741.380000 sec): 3 clusters
  Score: Raw -4064548.919684 + Penalty 3509.948276 = -4061038.971409
  nChanged 726
		SP:Iteration 13Q (3741.800000 sec): 3 clusters
  Score: Raw -4064766.352089 + Penalty 3509.948276 = -4061256.403814
  nChanged 584
		SP:Iteration 14Q (3742.230000 sec): 3 clusters
  Score: Raw -4064913.290676 + Penalty 3509.948276 = -4061403.342400
  nChanged 505
		SP:Iteration 15Q (3742.630000 sec): 3 clusters
  Score: Raw -4065030.651441 + Penalty 3509.948276 = -4061520.703165
  nChanged 457
		SP:Iteration 16Q (3743.060000 sec): 3 clusters
  Score: Raw -4065125.002017 + Penalty 3509.948276 = -4061615.053741
  nChanged 388
		SP:Iteration 17Q (3743.490000 sec): 3 clusters
  Score: Raw -4065189.395976 + Penalty 3509.948276 = -4061679.447701
  nChanged 321
		SP:Iteration 18Q (3743.920000 sec): 3 clusters
  Score: Raw -4065239.062229 + Penalty 3509.948276 = -4061729.113953
  nChanged 266
		SP:Iteration 19Q (3744.380000 sec): 3 clusters
  Score: Raw -4065276.676822 + Penalty 3509.948276 = -4061766.728546
  nChanged 254
		SP:Iteration 20F (3744.810000 sec): 3 clusters
  Score: Raw -4065310.745270 + Penalty 3509.948276 = -4061800.796994
  nChanged 230
		SP:Iteration 21Q (3745.240000 sec): 3 clusters
  Score: Raw -4065340.723127 + Penalty 3509.948276 = -4061830.774851
  nChanged 230
		SP:Iteration 22Q (3745.650000 sec): 3 clusters
  Score: Raw -4065367.763768 + Penalty 3509.948276 = -4061857.815492
  nChanged 203
		SP:Iteration 23Q (3746.040000 sec): 3 clusters
  Score: Raw -4065387.288378 + Penalty 3509.948276 = -4061877.340102
  nChanged 171
		SP:Iteration 24Q (3746.440000 sec): 3 clusters
  Score: Raw -4065405.241166 + Penalty 3509.948276 = -4061895.292891
  nChanged 164
		SP:Iteration 25Q (3746.800000 sec): 3 clusters
  Score: Raw -4065419.917166 + Penalty 3509.948276 = -4061909.968891
  nChanged 147
		SP:Iteration 26Q (3747.210000 sec): 3 clusters
  Score: Raw -4065433.024234 + Penalty 3509.948276 = -4061923.075958
  nChanged 140
		SP:Iteration 27Q (3747.560000 sec): 3 clusters
  Score: Raw -4065446.007676 + Penalty 3509.948276 = -4061936.059400
  nChanged 138
		SP:Iteration 28Q (3747.960000 sec): 3 clusters
  Score: Raw -4065459.368715 + Penalty 3509.948276 = -4061949.420440
  nChanged 118
		SP:Iteration 29Q (3748.340000 sec): 3 clusters
  Score: Raw -4065474.969593 + Penalty 3509.948276 = -4061965.021318
  nChanged 137
		SP:Iteration 30Q (3748.700000 sec): 3 clusters
  Score: Raw -4065491.998557 + Penalty 3509.948276 = -4061982.050281
  nChanged 157
		SP:Iteration 31Q (3749.130000 sec): 3 clusters
  Score: Raw -4065518.626291 + Penalty 3509.948276 = -4062008.678016
  nChanged 178
		SP:Iteration 32Q (3749.550000 sec): 3 clusters
  Score: Raw -4065551.017051 + Penalty 3509.948276 = -4062041.068776
  nChanged 189
		SP:Iteration 33Q (3749.950000 sec): 3 clusters
  Score: Raw -4065590.147488 + Penalty 3509.948276 = -4062080.199212
  nChanged 221
		SP:Iteration 34Q (3750.380000 sec): 3 clusters
  Score: Raw -4065639.165257 + Penalty 3509.948276 = -4062129.216981
  nChanged 232
		SP:Iteration 35Q (3750.780000 sec): 3 clusters
  Score: Raw -4065700.081696 + Penalty 3509.948276 = -4062190.133421
  nChanged 303
		SP:Iteration 36Q (3751.190000 sec): 3 clusters
  Score: Raw -4065790.166197 + Penalty 3509.948276 = -4062280.217922
  nChanged 354
		SP:Iteration 37Q (3751.600000 sec): 3 clusters
  Score: Raw -4065914.949334 + Penalty 3509.948276 = -4062405.001059
  nChanged 387
		SP:Iteration 38Q (3752.000000 sec): 3 clusters
  Score: Raw -4066039.285362 + Penalty 3509.948276 = -4062529.337086
  nChanged 403
		SP:Iteration 39Q (3752.400000 sec): 3 clusters
  Score: Raw -4066164.363533 + Penalty 3509.948276 = -4062654.415257
  nChanged 417
		SP:Iteration 40F (3752.810000 sec): 3 clusters
  Score: Raw -4066275.623426 + Penalty 3509.948276 = -4062765.675150
  nChanged 418
		SP:Iteration 41Q (3753.190000 sec): 3 clusters
  Score: Raw -4066382.219794 + Penalty 3509.948276 = -4062872.271518
  nChanged 369
		SP:Iteration 42Q (3753.600000 sec): 3 clusters
  Score: Raw -4066472.922043 + Penalty 3509.948276 = -4062962.973768
  nChanged 372
		SP:Iteration 43Q (3753.990000 sec): 3 clusters
  Score: Raw -4066560.027340 + Penalty 3509.948276 = -4063050.079064
  nChanged 371
		SP:Iteration 44Q (3754.370000 sec): 3 clusters
  Score: Raw -4066644.943522 + Penalty 3509.948276 = -4063134.995246
  nChanged 362
		SP:Iteration 45Q (3754.810000 sec): 3 clusters
  Score: Raw -4066727.050013 + Penalty 3509.948276 = -4063217.101737
  nChanged 367
		SP:Iteration 46Q (3755.210000 sec): 3 clusters
  Score: Raw -4066801.606189 + Penalty 3509.948276 = -4063291.657913
  nChanged 298
		SP:Iteration 47Q (3755.630000 sec): 3 clusters
  Score: Raw -4066856.529313 + Penalty 3509.948276 = -4063346.581037
  nChanged 264
		SP:Iteration 48Q (3756.020000 sec): 3 clusters
  Score: Raw -4066899.650065 + Penalty 3509.948276 = -4063389.701790
  nChanged 246
		SP:Iteration 49Q (3756.450000 sec): 3 clusters
  Score: Raw -4066938.484355 + Penalty 3509.948276 = -4063428.536079
  nChanged 263
		SP:Iteration 50Q (3756.870000 sec): 3 clusters
  Score: Raw -4066981.027200 + Penalty 3509.948276 = -4063471.078925
  nChanged 240
		SP:Iteration 51Q (3757.310000 sec): 3 clusters
  Score: Raw -4067014.754562 + Penalty 3509.948276 = -4063504.806287
  nChanged 231
		SP:Iteration 52Q (3757.750000 sec): 3 clusters
  Score: Raw -4067043.573464 + Penalty 3509.948276 = -4063533.625188
  nChanged 198
		SP:Iteration 53Q (3758.190000 sec): 3 clusters
  Score: Raw -4067069.531469 + Penalty 3509.948276 = -4063559.583193
  nChanged 198
		SP:Iteration 54Q (3758.650000 sec): 3 clusters
  Score: Raw -4067093.083030 + Penalty 3509.948276 = -4063583.134754
  nChanged 198
		SP:Iteration 55Q (3759.070000 sec): 3 clusters
  Score: Raw -4067117.614883 + Penalty 3509.948276 = -4063607.666607
  nChanged 211
		SP:Iteration 56Q (3759.520000 sec): 3 clusters
  Score: Raw -4067147.452427 + Penalty 3509.948276 = -4063637.504152
  nChanged 224
		SP:Iteration 57Q (3759.920000 sec): 3 clusters
  Score: Raw -4067180.271401 + Penalty 3509.948276 = -4063670.323126
  nChanged 228
		SP:Iteration 58Q (3760.350000 sec): 3 clusters
  Score: Raw -4067215.465526 + Penalty 3509.948276 = -4063705.517251
  nChanged 217
		SP:Iteration 59Q (3760.760000 sec): 3 clusters
  Score: Raw -4067247.652461 + Penalty 3509.948276 = -4063737.704186
  nChanged 208
		SP:Iteration 60F (3761.210000 sec): 3 clusters
  Score: Raw -4067278.609078 + Penalty 3509.948276 = -4063768.660802
  nChanged 216
		SP:Iteration 61Q (3761.670000 sec): 3 clusters
  Score: Raw -4067309.636584 + Penalty 3509.948276 = -4063799.688308
  nChanged 194
		SP:Iteration 62Q (3762.090000 sec): 3 clusters
  Score: Raw -4067335.149011 + Penalty 3509.948276 = -4063825.200735
  nChanged 208
		SP:Iteration 63Q (3762.550000 sec): 3 clusters
  Score: Raw -4067363.950173 + Penalty 3509.948276 = -4063854.001897
  nChanged 209
		SP:Iteration 64Q (3762.970000 sec): 3 clusters
  Score: Raw -4067392.268429 + Penalty 3509.948276 = -4063882.320153
  nChanged 191
		SP:Iteration 65Q (3763.350000 sec): 3 clusters
  Score: Raw -4067419.791698 + Penalty 3509.948276 = -4063909.843422
  nChanged 181
		SP:Iteration 66Q (3763.800000 sec): 3 clusters
  Score: Raw -4067445.325796 + Penalty 3509.948276 = -4063935.377521
  nChanged 180
		SP:Iteration 67Q (3764.240000 sec): 3 clusters
  Score: Raw -4067469.570735 + Penalty 3509.948276 = -4063959.622460
  nChanged 173
		SP:Iteration 68Q (3764.620000 sec): 3 clusters
  Score: Raw -4067493.908000 + Penalty 3509.948276 = -4063983.959725
  nChanged 190
		SP:Iteration 69Q (3765.040000 sec): 3 clusters
  Score: Raw -4067521.893436 + Penalty 3509.948276 = -4064011.945160
  nChanged 199
		SP:Iteration 70Q (3765.460000 sec): 3 clusters
  Score: Raw -4067549.439535 + Penalty 3509.948276 = -4064039.491259
  nChanged 189
		SP:Iteration 71Q (3765.890000 sec): 3 clusters
  Score: Raw -4067575.183834 + Penalty 3509.948276 = -4064065.235558
  nChanged 186
		SP:Iteration 72Q (3766.280000 sec): 3 clusters
  Score: Raw -4067600.685261 + Penalty 3509.948276 = -4064090.736986
  nChanged 171
		SP:Iteration 73Q (3766.700000 sec): 3 clusters
  Score: Raw -4067624.155277 + Penalty 3509.948276 = -4064114.207001
  nChanged 166
		SP:Iteration 74Q (3767.090000 sec): 3 clusters
  Score: Raw -4067647.080231 + Penalty 3509.948276 = -4064137.131955
  nChanged 154
		SP:Iteration 75Q (3767.460000 sec): 3 clusters
  Score: Raw -4067667.636351 + Penalty 3509.948276 = -4064157.688075
  nChanged 136
		SP:Iteration 76Q (3767.860000 sec): 3 clusters
  Score: Raw -4067685.022330 + Penalty 3509.948276 = -4064175.074055
  nChanged 121
		SP:Iteration 77Q (3768.220000 sec): 3 clusters
  Score: Raw -4067701.394632 + Penalty 3509.948276 = -4064191.446357
  nChanged 128
		SP:Iteration 78Q (3768.620000 sec): 3 clusters
  Score: Raw -4067718.338573 + Penalty 3509.948276 = -4064208.390297
  nChanged 131
		SP:Iteration 79Q (3768.960000 sec): 3 clusters
  Score: Raw -4067737.195979 + Penalty 3509.948276 = -4064227.247704
  nChanged 138
		SP:Iteration 80F (3769.350000 sec): 3 clusters
  Score: Raw -4067756.604701 + Penalty 3509.948276 = -4064246.656425
  nChanged 134
		SP:Iteration 81Q (3769.730000 sec): 3 clusters
  Score: Raw -4067774.150582 + Penalty 3509.948276 = -4064264.202307
  nChanged 129
		SP:Iteration 82Q (3770.070000 sec): 3 clusters
  Score: Raw -4067790.010285 + Penalty 3509.948276 = -4064280.062009
  nChanged 135
		SP:Iteration 83Q (3770.430000 sec): 3 clusters
  Score: Raw -4067810.238865 + Penalty 3509.948276 = -4064300.290589
  nChanged 178
		SP:Iteration 84Q (3770.810000 sec): 3 clusters
  Score: Raw -4067843.351457 + Penalty 3509.948276 = -4064333.403182
  nChanged 194
		SP:Iteration 85Q (3771.210000 sec): 3 clusters
  Score: Raw -4067881.212776 + Penalty 3509.948276 = -4064371.264500
  nChanged 205
		SP:Iteration 86Q (3771.570000 sec): 3 clusters
  Score: Raw -4067922.170902 + Penalty 3509.948276 = -4064412.222626
  nChanged 199
		SP:Iteration 87Q (3772.000000 sec): 3 clusters
  Score: Raw -4067962.618723 + Penalty 3509.948276 = -4064452.670447
  nChanged 192
		SP:Iteration 88Q (3772.390000 sec): 3 clusters
  Score: Raw -4068002.379481 + Penalty 3509.948276 = -4064492.431206
  nChanged 173
		SP:Iteration 89Q (3772.820000 sec): 3 clusters
  Score: Raw -4068039.692510 + Penalty 3509.948276 = -4064529.744234
  nChanged 179
		SP:Iteration 90Q (3773.210000 sec): 3 clusters
  Score: Raw -4068073.689931 + Penalty 3509.948276 = -4064563.741655
  nChanged 165
		SP:Iteration 91Q (3773.650000 sec): 3 clusters
  Score: Raw -4068102.092381 + Penalty 3509.948276 = -4064592.144105
  nChanged 152
		SP:Iteration 92Q (3774.080000 sec): 3 clusters
  Score: Raw -4068131.068207 + Penalty 3509.948276 = -4064621.119931
  nChanged 152
		SP:Iteration 93Q (3774.550000 sec): 3 clusters
  Score: Raw -4068164.097452 + Penalty 3509.948276 = -4064654.149176
  nChanged 157
		SP:Iteration 94Q (3774.970000 sec): 3 clusters
  Score: Raw -4068195.777540 + Penalty 3509.948276 = -4064685.829264
  nChanged 151
		SP:Iteration 95Q (3775.340000 sec): 3 clusters
  Score: Raw -4068224.456727 + Penalty 3509.948276 = -4064714.508452
  nChanged 147
		SP:Iteration 96Q (3775.740000 sec): 3 clusters
  Score: Raw -4068252.486508 + Penalty 3509.948276 = -4064742.538232
  nChanged 141
		SP:Iteration 97Q (3776.190000 sec): 3 clusters
  Score: Raw -4068280.484711 + Penalty 3509.948276 = -4064770.536435
  nChanged 136
		SP:Iteration 98Q (3776.630000 sec): 3 clusters
  Score: Raw -4068305.996951 + Penalty 3509.948276 = -4064796.048676
  nChanged 142
		SP:Iteration 99Q (3777.070000 sec): 3 clusters
  Score: Raw -4068333.318914 + Penalty 3509.948276 = -4064823.370638
  nChanged 130
		SP:Iteration 100F (3777.490000 sec): 3 clusters
  Score: Raw -4068354.635015 + Penalty 3509.948276 = -4064844.686739
  nChanged 99
		SP:Iteration 101Q (3777.850000 sec): 3 clusters
  Score: Raw -4068369.237207 + Penalty 3509.948276 = -4064859.288932
  nChanged 82
		SP:Iteration 102Q (3778.250000 sec): 3 clusters
  Score: Raw -4068380.813493 + Penalty 3509.948276 = -4064870.865217
  nChanged 84
		SP:Iteration 103Q (3778.610000 sec): 3 clusters
  Score: Raw -4068390.957983 + Penalty 3509.948276 = -4064881.009707
  nChanged 82
		SP:Iteration 104Q (3779.000000 sec): 3 clusters
  Score: Raw -4068401.662834 + Penalty 3509.948276 = -4064891.714559
  nChanged 71
		SP:Iteration 105Q (3779.390000 sec): 3 clusters
  Score: Raw -4068411.493043 + Penalty 3509.948276 = -4064901.544768
  nChanged 77
		SP:Iteration 106Q (3779.760000 sec): 3 clusters
  Score: Raw -4068422.189022 + Penalty 3509.948276 = -4064912.240747
  nChanged 62
		SP:Iteration 107Q (3780.180000 sec): 3 clusters
  Score: Raw -4068431.277779 + Penalty 3509.948276 = -4064921.329504
  nChanged 65
		SP:Iteration 108Q (3780.590000 sec): 3 clusters
  Score: Raw -4068439.910905 + Penalty 3509.948276 = -4064929.962629
  nChanged 57
		SP:Iteration 109Q (3781.000000 sec): 3 clusters
  Score: Raw -4068449.572167 + Penalty 3509.948276 = -4064939.623891
  nChanged 61
		SP:Iteration 110Q (3781.430000 sec): 3 clusters
  Score: Raw -4068459.097426 + Penalty 3509.948276 = -4064949.149151
  nChanged 54
		SP:Iteration 111Q (3781.860000 sec): 3 clusters
  Score: Raw -4068464.956408 + Penalty 3509.948276 = -4064955.008132
  nChanged 35
		SP:Iteration 112Q (3782.270000 sec): 3 clusters
  Score: Raw -4068468.767144 + Penalty 3509.948276 = -4064958.818869
  nChanged 29
		SP:Iteration 113Q (3782.670000 sec): 3 clusters
  Score: Raw -4068472.521563 + Penalty 3509.948276 = -4064962.573287
  nChanged 29
		SP:Iteration 114Q (3783.140000 sec): 3 clusters
  Score: Raw -4068475.998089 + Penalty 3509.948276 = -4064966.049814
  nChanged 26
		SP:Iteration 115Q (3783.560000 sec): 3 clusters
  Score: Raw -4068478.785093 + Penalty 3509.948276 = -4064968.836817
  nChanged 20
		SP:Iteration 116Q (3783.980000 sec): 3 clusters
  Score: Raw -4068480.799824 + Penalty 3509.948276 = -4064970.851549
  nChanged 14
		SP:Iteration 117Q (3784.360000 sec): 3 clusters
  Score: Raw -4068482.039335 + Penalty 3509.948276 = -4064972.091060
  nChanged 11
		SP:Iteration 118Q (3784.740000 sec): 3 clusters
  Score: Raw -4068482.989286 + Penalty 3509.948276 = -4064973.041010
  nChanged 13
		SP:Iteration 119Q (3785.120000 sec): 3 clusters
  Score: Raw -4068484.197501 + Penalty 3509.948276 = -4064974.249225
  nChanged 15
		SP:Iteration 120F (3785.560000 sec): 3 clusters
  Score: Raw -4068485.182857 + Penalty 3509.948276 = -4064975.234581
  nChanged 5
		SP:Iteration 121Q (3785.930000 sec): 3 clusters
  Score: Raw -4068485.438255 + Penalty 3509.948276 = -4064975.489979
  nChanged 4
		SP:Iteration 122Q (3786.320000 sec): 3 clusters
  Score: Raw -4068485.953904 + Penalty 3509.948276 = -4064976.005628
  nChanged 6
		SP:Iteration 123Q (3786.760000 sec): 3 clusters
  Score: Raw -4068486.330426 + Penalty 3509.948276 = -4064976.382151
  nChanged 6
		SP:Iteration 124Q (3787.160000 sec): 3 clusters
  Score: Raw -4068486.894181 + Penalty 3509.948276 = -4064976.945905
  nChanged 8
		SP:Iteration 125Q (3787.550000 sec): 3 clusters
  Score: Raw -4068487.615679 + Penalty 3509.948276 = -4064977.667403
  nChanged 7
		SP:Iteration 126Q (3787.940000 sec): 3 clusters
  Score: Raw -4068488.410158 + Penalty 3509.948276 = -4064978.461883
  nChanged 11
		SP:Iteration 127Q (3788.310000 sec): 3 clusters
  Score: Raw -4068489.739651 + Penalty 3509.948276 = -4064979.791375
  nChanged 12
		SP:Iteration 128Q (3788.690000 sec): 3 clusters
  Score: Raw -4068491.179524 + Penalty 3509.948276 = -4064981.231249
  nChanged 16
		SP:Iteration 129Q (3789.100000 sec): 3 clusters
  Score: Raw -4068492.839958 + Penalty 3509.948276 = -4064982.891682
  nChanged 15
		SP:Iteration 130Q (3789.500000 sec): 3 clusters
  Score: Raw -4068494.013326 + Penalty 3509.948276 = -4064984.065050
  nChanged 15
		SP:Iteration 131Q (3789.910000 sec): 3 clusters
  Score: Raw -4068495.558482 + Penalty 3509.948276 = -4064985.610206
  nChanged 18
		SP:Iteration 132Q (3790.280000 sec): 3 clusters
  Score: Raw -4068497.120177 + Penalty 3509.948276 = -4064987.171902
  nChanged 14
		SP:Iteration 133Q (3790.640000 sec): 3 clusters
  Score: Raw -4068498.549308 + Penalty 3509.948276 = -4064988.601032
  nChanged 16
		SP:Iteration 134Q (3791.020000 sec): 3 clusters
  Score: Raw -4068500.492127 + Penalty 3509.948276 = -4064990.543851
  nChanged 12
		SP:Iteration 135Q (3791.410000 sec): 3 clusters
  Score: Raw -4068501.589748 + Penalty 3509.948276 = -4064991.641472
  nChanged 13
		SP:Iteration 136Q (3791.800000 sec): 3 clusters
  Score: Raw -4068502.669025 + Penalty 3509.948276 = -4064992.720749
  nChanged 3
		SP:Iteration 137Q (3792.190000 sec): 3 clusters
  Score: Raw -4068502.875851 + Penalty 3509.948276 = -4064992.927575
  nChanged 1
		SP:Iteration 138Q (3792.610000 sec): 3 clusters
  Score: Raw -4068502.978259 + Penalty 3509.948276 = -4064993.029983
  nChanged 1
		SP:Iteration 139Q (3793.020000 sec): 3 clusters
  Score: Raw -4068503.037409 + Penalty 3509.948276 = -4064993.089133
  nChanged 2
		SP:Iteration 140F (3793.460000 sec): 3 clusters
  Score: Raw -4068503.248341 + Penalty 3509.948276 = -4064993.300066
  nChanged 4
		SP:Iteration 141Q (3793.870000 sec): 3 clusters
  Score: Raw -4068503.598673 + Penalty 3509.948276 = -4064993.650397
  nChanged 5
		SP:Iteration 142Q (3794.290000 sec): 3 clusters
  Score: Raw -4068503.811636 + Penalty 3509.948276 = -4064993.863360
  nChanged 2
		SP:Iteration 143Q (3794.690000 sec): 3 clusters
  Score: Raw -4068503.853005 + Penalty 3509.948276 = -4064993.904730
  nChanged 0
		SP:Iteration 144F (3795.100000 sec): 3 clusters
  Score: Raw -4068503.853005 + Penalty 3509.948276 = -4064993.904730
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 2 (2724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3795.210000 sec): 2 clusters
  Score: Raw -207172.785290 + Penalty 1285.351708 = -205887.433582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3795.420000 sec): 3 clusters
  Score: Raw -206033.766576 + Penalty 2570.703417 = -203463.063159
  nChanged 1105
		SP:Iteration 1F (3795.600000 sec): 3 clusters
  Score: Raw -207440.674325 + Penalty 2570.703417 = -204869.970908
  nChanged 410
		SP:Iteration 2F (3795.760000 sec): 3 clusters
  Score: Raw -208736.571215 + Penalty 2570.703417 = -206165.867798
  nChanged 310
		SP:Iteration 3F (3795.950000 sec): 3 clusters
  Score: Raw -209517.520688 + Penalty 2570.703417 = -206946.817272
  nChanged 218
		SP:Iteration 4F (3796.150000 sec): 3 clusters
  Score: Raw -209978.742118 + Penalty 2570.703417 = -207408.038701
  nChanged 137
		SP:Iteration 5F (3796.340000 sec): 3 clusters
  Score: Raw -210303.057894 + Penalty 2570.703417 = -207732.354477
  nChanged 85
		SP:Iteration 6Q (3796.540000 sec): 3 clusters
  Score: Raw -210379.238792 + Penalty 2570.703417 = -207808.535375
  nChanged 51
		SP:Iteration 7Q (3796.720000 sec): 3 clusters
  Score: Raw -210424.693162 + Penalty 2570.703417 = -207853.989745
  nChanged 49
		SP:Iteration 8Q (3796.950000 sec): 3 clusters
  Score: Raw -210476.247225 + Penalty 2570.703417 = -207905.543808
  nChanged 55
		SP:Iteration 9Q (3797.130000 sec): 3 clusters
  Score: Raw -210545.214492 + Penalty 2570.703417 = -207974.511076
  nChanged 65
		SP:Iteration 10Q (3797.320000 sec): 3 clusters
  Score: Raw -210664.631280 + Penalty 2570.703417 = -208093.927863
  nChanged 69
		SP:Iteration 11Q (3797.510000 sec): 3 clusters
  Score: Raw -210868.809523 + Penalty 2570.703417 = -208298.106106
  nChanged 63
		SP:Iteration 12Q (3797.740000 sec): 3 clusters
  Score: Raw -210953.600147 + Penalty 2570.703417 = -208382.896730
  nChanged 45
		SP:Iteration 13Q (3797.900000 sec): 3 clusters
  Score: Raw -210984.809000 + Penalty 2570.703417 = -208414.105584
  nChanged 21
		SP:Iteration 14Q (3798.060000 sec): 3 clusters
  Score: Raw -211001.571824 + Penalty 2570.703417 = -208430.868407
  nChanged 22
		SP:Iteration 15Q (3798.220000 sec): 3 clusters
  Score: Raw -211016.054559 + Penalty 2570.703417 = -208445.351143
  nChanged 11
		SP:Iteration 16Q (3798.440000 sec): 3 clusters
  Score: Raw -211023.334876 + Penalty 2570.703417 = -208452.631460
  nChanged 4
		SP:Iteration 17Q (3798.630000 sec): 3 clusters
  Score: Raw -211025.083062 + Penalty 2570.703417 = -208454.379645
  nChanged 1
		SP:Iteration 18Q (3798.820000 sec): 3 clusters
  Score: Raw -211025.279719 + Penalty 2570.703417 = -208454.576302
  nChanged 2
		SP:Iteration 19Q (3798.980000 sec): 3 clusters
  Score: Raw -211026.422323 + Penalty 2570.703417 = -208455.718906
  nChanged 1
		SP:Iteration 20F (3799.180000 sec): 3 clusters
  Score: Raw -211032.253130 + Penalty 2570.703417 = -208461.549713
  nChanged 1
		SP:Iteration 21Q (3799.400000 sec): 3 clusters
  Score: Raw -211037.428128 + Penalty 2570.703417 = -208466.724711
  nChanged 0
		SP:Iteration 22F (3799.560000 sec): 3 clusters
  Score: Raw -211037.428128 + Penalty 2570.703417 = -208466.724711
  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 10.68 GB.

 Trying to split cluster 3 (6454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3799.730000 sec): 2 clusters
  Score: Raw -545622.251474 + Penalty 1425.523998 = -544196.727476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3799.930000 sec): 3 clusters
  Score: Raw -542202.660753 + Penalty 2851.047996 = -539351.612757
  nChanged 2670
		SP:Iteration 1F (3800.160000 sec): 3 clusters
  Score: Raw -543931.202487 + Penalty 2851.047996 = -541080.154491
  nChanged 570
		SP:Iteration 2F (3800.380000 sec): 3 clusters
  Score: Raw -544408.827630 + Penalty 2851.047996 = -541557.779634
  nChanged 503
		SP:Iteration 3F (3800.600000 sec): 3 clusters
  Score: Raw -544805.386223 + Penalty 2851.047996 = -541954.338227
  nChanged 435
		SP:Iteration 4F (3800.870000 sec): 3 clusters
  Score: Raw -545178.792728 + Penalty 2851.047996 = -542327.744732
  nChanged 416
		SP:Iteration 5F (3801.140000 sec): 3 clusters
  Score: Raw -545574.452581 + Penalty 2851.047996 = -542723.404585
  nChanged 359
		SP:Iteration 6F (3801.400000 sec): 3 clusters
  Score: Raw -545962.038351 + Penalty 2851.047996 = -543110.990355
  nChanged 309
		SP:Iteration 7Q (3801.620000 sec): 3 clusters
  Score: Raw -546318.708150 + Penalty 2851.047996 = -543467.660153
  nChanged 238
		SP:Iteration 8Q (3801.900000 sec): 3 clusters
  Score: Raw -546552.082522 + Penalty 2851.047996 = -543701.034526
  nChanged 196
		SP:Iteration 9Q (3802.110000 sec): 3 clusters
  Score: Raw -546701.237309 + Penalty 2851.047996 = -543850.189313
  nChanged 124
		SP:Iteration 10Q (3802.310000 sec): 3 clusters
  Score: Raw -546775.383622 + Penalty 2851.047996 = -543924.335626
  nChanged 58
		SP:Iteration 11Q (3802.520000 sec): 3 clusters
  Score: Raw -546799.843486 + Penalty 2851.047996 = -543948.795490
  nChanged 34
		SP:Iteration 12Q (3802.720000 sec): 3 clusters
  Score: Raw -546808.125589 + Penalty 2851.047996 = -543957.077593
  nChanged 22
		SP:Iteration 13Q (3802.920000 sec): 3 clusters
  Score: Raw -546813.657195 + Penalty 2851.047996 = -543962.609199
  nChanged 9
		SP:Iteration 14Q (3803.140000 sec): 3 clusters
  Score: Raw -546815.684348 + Penalty 2851.047996 = -543964.636352
  nChanged 10
		SP:Iteration 15Q (3803.340000 sec): 3 clusters
  Score: Raw -546819.230906 + Penalty 2851.047996 = -543968.182910
  nChanged 13
		SP:Iteration 16Q (3803.520000 sec): 3 clusters
  Score: Raw -546822.136028 + Penalty 2851.047996 = -543971.088032
  nChanged 8
		SP:Iteration 17Q (3803.720000 sec): 3 clusters
  Score: Raw -546823.631635 + Penalty 2851.047996 = -543972.583639
  nChanged 8
		SP:Iteration 18Q (3803.910000 sec): 3 clusters
  Score: Raw -546826.073794 + Penalty 2851.047996 = -543975.025798
  nChanged 9
		SP:Iteration 19Q (3804.130000 sec): 3 clusters
  Score: Raw -546827.306728 + Penalty 2851.047996 = -543976.258732
  nChanged 1
		SP:Iteration 20F (3804.330000 sec): 3 clusters
  Score: Raw -546827.516239 + Penalty 2851.047996 = -543976.468243
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 4 (5253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3804.440000 sec): 2 clusters
  Score: Raw -421762.874756 + Penalty 1392.065126 = -420370.809631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3804.660000 sec): 3 clusters
  Score: Raw -419065.042811 + Penalty 2784.130252 = -416280.912560
  nChanged 2134
		SP:Iteration 1F (3804.840000 sec): 3 clusters
  Score: Raw -420419.452683 + Penalty 2784.130252 = -417635.322431
  nChanged 464
		SP:Iteration 2F (3805.040000 sec): 3 clusters
  Score: Raw -420824.398369 + Penalty 2784.130252 = -418040.268117
  nChanged 398
		SP:Iteration 3F (3805.230000 sec): 3 clusters
  Score: Raw -421177.216730 + Penalty 2784.130252 = -418393.086479
  nChanged 344
		SP:Iteration 4F (3805.430000 sec): 3 clusters
  Score: Raw -421488.385678 + Penalty 2784.130252 = -418704.255426
  nChanged 273
		SP:Iteration 5F (3805.620000 sec): 3 clusters
  Score: Raw -421726.337589 + Penalty 2784.130252 = -418942.207337
  nChanged 214
		SP:Iteration 6Q (3805.820000 sec): 3 clusters
  Score: Raw -421898.896260 + Penalty 2784.130252 = -419114.766008
  nChanged 193
		SP:Iteration 7Q (3806.020000 sec): 3 clusters
  Score: Raw -422051.217857 + Penalty 2784.130252 = -419267.087605
  nChanged 181
		SP:Iteration 8Q (3806.220000 sec): 3 clusters
  Score: Raw -422199.853356 + Penalty 2784.130252 = -419415.723104
  nChanged 180
		SP:Iteration 9Q (3806.470000 sec): 3 clusters
  Score: Raw -422354.874007 + Penalty 2784.130252 = -419570.743756
  nChanged 168
		SP:Iteration 10Q (3806.640000 sec): 3 clusters
  Score: Raw -422501.292447 + Penalty 2784.130252 = -419717.162195
  nChanged 145
		SP:Iteration 11Q (3806.870000 sec): 3 clusters
  Score: Raw -422638.079668 + Penalty 2784.130252 = -419853.949416
  nChanged 115
		SP:Iteration 12Q (3807.060000 sec): 3 clusters
  Score: Raw -422745.900717 + Penalty 2784.130252 = -419961.770466
  nChanged 90
		SP:Iteration 13Q (3807.260000 sec): 3 clusters
  Score: Raw -422813.749897 + Penalty 2784.130252 = -420029.619645
  nChanged 64
		SP:Iteration 14Q (3807.510000 sec): 3 clusters
  Score: Raw -422844.833185 + Penalty 2784.130252 = -420060.702933
  nChanged 48
		SP:Iteration 15Q (3807.720000 sec): 3 clusters
  Score: Raw -422865.617815 + Penalty 2784.130252 = -420081.487563
  nChanged 29
		SP:Iteration 16Q (3807.920000 sec): 3 clusters
  Score: Raw -422875.544493 + Penalty 2784.130252 = -420091.414241
  nChanged 23
		SP:Iteration 17Q (3808.080000 sec): 3 clusters
  Score: Raw -422883.594768 + Penalty 2784.130252 = -420099.464516
  nChanged 23
		SP:Iteration 18Q (3808.270000 sec): 3 clusters
  Score: Raw -422891.436434 + Penalty 2784.130252 = -420107.306182
  nChanged 23
		SP:Iteration 19Q (3808.470000 sec): 3 clusters
  Score: Raw -422899.678276 + Penalty 2784.130252 = -420115.548024
  nChanged 24
		SP:Iteration 20F (3808.680000 sec): 3 clusters
  Score: Raw -422909.012429 + Penalty 2784.130252 = -420124.882178
  nChanged 16
		SP:Iteration 21Q (3808.880000 sec): 3 clusters
  Score: Raw -422914.414872 + Penalty 2784.130252 = -420130.284621
  nChanged 18
		SP:Iteration 22Q (3809.070000 sec): 3 clusters
  Score: Raw -422919.807569 + Penalty 2784.130252 = -420135.677317
  nChanged 21
		SP:Iteration 23Q (3809.270000 sec): 3 clusters
  Score: Raw -422929.353961 + Penalty 2784.130252 = -420145.223709
  nChanged 28
		SP:Iteration 24Q (3809.510000 sec): 3 clusters
  Score: Raw -422939.287929 + Penalty 2784.130252 = -420155.157677
  nChanged 32
		SP:Iteration 25Q (3809.690000 sec): 3 clusters
  Score: Raw -422950.582531 + Penalty 2784.130252 = -420166.452279
  nChanged 31
		SP:Iteration 26Q (3809.900000 sec): 3 clusters
  Score: Raw -422962.687031 + Penalty 2784.130252 = -420178.556779
  nChanged 33
		SP:Iteration 27Q (3810.160000 sec): 3 clusters
  Score: Raw -422979.763732 + Penalty 2784.130252 = -420195.633480
  nChanged 38
		SP:Iteration 28Q (3810.340000 sec): 3 clusters
  Score: Raw -422998.721227 + Penalty 2784.130252 = -420214.590975
  nChanged 38
		SP:Iteration 29Q (3810.540000 sec): 3 clusters
  Score: Raw -423024.866451 + Penalty 2784.130252 = -420240.736199
  nChanged 55
		SP:Iteration 30Q (3810.740000 sec): 3 clusters
  Score: Raw -423075.022697 + Penalty 2784.130252 = -420290.892446
  nChanged 62
		SP:Iteration 31Q (3810.970000 sec): 3 clusters
  Score: Raw -423145.432092 + Penalty 2784.130252 = -420361.301840
  nChanged 75
		SP:Iteration 32Q (3811.180000 sec): 3 clusters
  Score: Raw -423243.947164 + Penalty 2784.130252 = -420459.816912
  nChanged 111
		SP:Iteration 33Q (3811.380000 sec): 3 clusters
  Score: Raw -423406.542135 + Penalty 2784.130252 = -420622.411884
  nChanged 95
		SP:Iteration 34Q (3811.630000 sec): 3 clusters
  Score: Raw -423548.606536 + Penalty 2784.130252 = -420764.476285
  nChanged 69
		SP:Iteration 35Q (3811.790000 sec): 3 clusters
  Score: Raw -423623.741898 + Penalty 2784.130252 = -420839.611646
  nChanged 55
		SP:Iteration 36Q (3812.000000 sec): 3 clusters
  Score: Raw -423667.001320 + Penalty 2784.130252 = -420882.871068
  nChanged 35
		SP:Iteration 37Q (3812.160000 sec): 3 clusters
  Score: Raw -423692.704831 + Penalty 2784.130252 = -420908.574579
  nChanged 34
		SP:Iteration 38Q (3812.370000 sec): 3 clusters
  Score: Raw -423715.991155 + Penalty 2784.130252 = -420931.860903
  nChanged 28
		SP:Iteration 39Q (3812.590000 sec): 3 clusters
  Score: Raw -423730.449184 + Penalty 2784.130252 = -420946.318933
  nChanged 19
		SP:Iteration 40F (3812.840000 sec): 3 clusters
  Score: Raw -423740.218652 + Penalty 2784.130252 = -420956.088400
  nChanged 13
		SP:Iteration 41Q (3813.060000 sec): 3 clusters
  Score: Raw -423747.642931 + Penalty 2784.130252 = -420963.512679
  nChanged 9
		SP:Iteration 42Q (3813.240000 sec): 3 clusters
  Score: Raw -423752.140401 + Penalty 2784.130252 = -420968.010149
  nChanged 11
		SP:Iteration 43Q (3813.450000 sec): 3 clusters
  Score: Raw -423758.599802 + Penalty 2784.130252 = -420974.469550
  nChanged 13
		SP:Iteration 44Q (3813.680000 sec): 3 clusters
  Score: Raw -423764.910828 + Penalty 2784.130252 = -420980.780577
  nChanged 13
		SP:Iteration 45Q (3813.850000 sec): 3 clusters
  Score: Raw -423769.878278 + Penalty 2784.130252 = -420985.748026
  nChanged 12
		SP:Iteration 46Q (3814.080000 sec): 3 clusters
  Score: Raw -423774.251169 + Penalty 2784.130252 = -420990.120917
  nChanged 9
		SP:Iteration 47Q (3814.290000 sec): 3 clusters
  Score: Raw -423777.453512 + Penalty 2784.130252 = -420993.323260
  nChanged 8
		SP:Iteration 48Q (3814.470000 sec): 3 clusters
  Score: Raw -423779.795659 + Penalty 2784.130252 = -420995.665407
  nChanged 6
		SP:Iteration 49Q (3814.680000 sec): 3 clusters
  Score: Raw -423781.771834 + Penalty 2784.130252 = -420997.641582
  nChanged 2
		SP:Iteration 50Q (3814.870000 sec): 3 clusters
  Score: Raw -423782.220602 + Penalty 2784.130252 = -420998.090350
  nChanged 2
		SP:Iteration 51Q (3815.090000 sec): 3 clusters
  Score: Raw -423782.562954 + Penalty 2784.130252 = -420998.432702
  nChanged 1
		SP:Iteration 52Q (3815.330000 sec): 3 clusters
  Score: Raw -423782.637872 + Penalty 2784.130252 = -420998.507621
  nChanged 0
		SP:Iteration 53F (3815.510000 sec): 3 clusters
  Score: Raw -423782.637872 + Penalty 2784.130252 = -420998.507621
  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 10.68 GB.

 Trying to split cluster 5 (159184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3816.290000 sec): 2 clusters
  Score: Raw -13665577.001487 + Penalty 1946.395107 = -13663630.606380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3817.070000 sec): 3 clusters
  Score: Raw -13560413.467755 + Penalty 3892.790215 = -13556520.677540
  nChanged 76917
		SP:Iteration 1F (3817.960000 sec): 3 clusters
  Score: Raw -13606309.102368 + Penalty 3892.790215 = -13602416.312153
  nChanged 5576
		SP:Iteration 2Q (3818.870000 sec): 3 clusters
  Score: Raw -13608114.255626 + Penalty 3892.790215 = -13604221.465412
  nChanged 6602
		SP:Iteration 3Q (3819.720000 sec): 3 clusters
  Score: Raw -13610913.187953 + Penalty 3892.790215 = -13607020.397738
  nChanged 8120
		SP:Iteration 4F (3820.490000 sec): 3 clusters
  Score: Raw -13615088.899702 + Penalty 3892.790215 = -13611196.109487
  nChanged 9503
		SP:Iteration 5F (3821.370000 sec): 3 clusters
  Score: Raw -13620515.747057 + Penalty 3892.790215 = -13616622.956842
  nChanged 9997
		SP:Iteration 6F (3822.260000 sec): 3 clusters
  Score: Raw -13626046.932559 + Penalty 3892.790215 = -13622154.142345
  nChanged 9600
		SP:Iteration 7F (3823.110000 sec): 3 clusters
  Score: Raw -13630845.445341 + Penalty 3892.790215 = -13626952.655126
  nChanged 8407
		SP:Iteration 8F (3823.950000 sec): 3 clusters
  Score: Raw -13634518.459156 + Penalty 3892.790215 = -13630625.668941
  nChanged 6886
		SP:Iteration 9Q (3824.840000 sec): 3 clusters
  Score: Raw -13637205.562807 + Penalty 3892.790215 = -13633312.772592
  nChanged 5609
		SP:Iteration 10Q (3825.690000 sec): 3 clusters
  Score: Raw -13639449.352684 + Penalty 3892.790215 = -13635556.562469
  nChanged 4924
		SP:Iteration 11Q (3826.580000 sec): 3 clusters
  Score: Raw -13641715.397120 + Penalty 3892.790215 = -13637822.606906
  nChanged 4638
		SP:Iteration 12Q (3827.510000 sec): 3 clusters
  Score: Raw -13644032.164285 + Penalty 3892.790215 = -13640139.374070
  nChanged 4325
		SP:Iteration 13Q (3828.460000 sec): 3 clusters
  Score: Raw -13646018.389467 + Penalty 3892.790215 = -13642125.599252
  nChanged 3806
		SP:Iteration 14Q (3829.400000 sec): 3 clusters
  Score: Raw -13647588.136656 + Penalty 3892.790215 = -13643695.346441
  nChanged 3384
		SP:Iteration 15Q (3830.320000 sec): 3 clusters
  Score: Raw -13648870.671332 + Penalty 3892.790215 = -13644977.881117
  nChanged 3183
		SP:Iteration 16Q (3831.240000 sec): 3 clusters
  Score: Raw -13649943.015675 + Penalty 3892.790215 = -13646050.225460
  nChanged 3070
		SP:Iteration 17Q (3832.130000 sec): 3 clusters
  Score: Raw -13650960.682505 + Penalty 3892.790215 = -13647067.892291
  nChanged 3097
		SP:Iteration 18Q (3833.010000 sec): 3 clusters
  Score: Raw -13652020.518516 + Penalty 3892.790215 = -13648127.728302
  nChanged 3091
		SP:Iteration 19Q (3833.960000 sec): 3 clusters
  Score: Raw -13653100.922362 + Penalty 3892.790215 = -13649208.132147
  nChanged 3116
		SP:Iteration 20F (3834.890000 sec): 3 clusters
  Score: Raw -13654221.930183 + Penalty 3892.790215 = -13650329.139969
  nChanged 3066
		SP:Iteration 21Q (3835.810000 sec): 3 clusters
  Score: Raw -13655329.516934 + Penalty 3892.790215 = -13651436.726719
  nChanged 2998
		SP:Iteration 22Q (3836.690000 sec): 3 clusters
  Score: Raw -13656409.866930 + Penalty 3892.790215 = -13652517.076716
  nChanged 2907
		SP:Iteration 23Q (3837.610000 sec): 3 clusters
  Score: Raw -13657471.624797 + Penalty 3892.790215 = -13653578.834582
  nChanged 2858
		SP:Iteration 24Q (3838.500000 sec): 3 clusters
  Score: Raw -13658549.408539 + Penalty 3892.790215 = -13654656.618325
  nChanged 2744
		SP:Iteration 25Q (3839.380000 sec): 3 clusters
  Score: Raw -13659600.950570 + Penalty 3892.790215 = -13655708.160356
  nChanged 2620
		SP:Iteration 26Q (3840.250000 sec): 3 clusters
  Score: Raw -13660613.339214 + Penalty 3892.790215 = -13656720.548999
  nChanged 2514
		SP:Iteration 27Q (3841.100000 sec): 3 clusters
  Score: Raw -13661603.759954 + Penalty 3892.790215 = -13657710.969739
  nChanged 2334
		SP:Iteration 28Q (3841.960000 sec): 3 clusters
  Score: Raw -13662546.073158 + Penalty 3892.790215 = -13658653.282943
  nChanged 2146
		SP:Iteration 29Q (3842.780000 sec): 3 clusters
  Score: Raw -13663429.148788 + Penalty 3892.790215 = -13659536.358573
  nChanged 1958
		SP:Iteration 30Q (3843.610000 sec): 3 clusters
  Score: Raw -13664240.913576 + Penalty 3892.790215 = -13660348.123361
  nChanged 1758
		SP:Iteration 31Q (3844.430000 sec): 3 clusters
  Score: Raw -13664975.579272 + Penalty 3892.790215 = -13661082.789058
  nChanged 1494
		SP:Iteration 32Q (3845.200000 sec): 3 clusters
  Score: Raw -13665589.123289 + Penalty 3892.790215 = -13661696.333074
  nChanged 1276
		SP:Iteration 33Q (3846.070000 sec): 3 clusters
  Score: Raw -13666093.261179 + Penalty 3892.790215 = -13662200.470965
  nChanged 1068
		SP:Iteration 34Q (3846.860000 sec): 3 clusters
  Score: Raw -13666499.422586 + Penalty 3892.790215 = -13662606.632371
  nChanged 932
		SP:Iteration 35Q (3847.630000 sec): 3 clusters
  Score: Raw -13666843.775769 + Penalty 3892.790215 = -13662950.985555
  nChanged 798
		SP:Iteration 36Q (3848.470000 sec): 3 clusters
  Score: Raw -13667126.818276 + Penalty 3892.790215 = -13663234.028062
  nChanged 651
		SP:Iteration 37Q (3849.390000 sec): 3 clusters
  Score: Raw -13667325.031361 + Penalty 3892.790215 = -13663432.241146
  nChanged 501
		SP:Iteration 38Q (3850.220000 sec): 3 clusters
  Score: Raw -13667453.981064 + Penalty 3892.790215 = -13663561.190849
  nChanged 418
		SP:Iteration 39Q (3851.000000 sec): 3 clusters
  Score: Raw -13667548.392306 + Penalty 3892.790215 = -13663655.602092
  nChanged 368
		SP:Iteration 40F (3851.910000 sec): 3 clusters
  Score: Raw -13667636.345493 + Penalty 3892.790215 = -13663743.555278
  nChanged 305
		SP:Iteration 41Q (3852.750000 sec): 3 clusters
  Score: Raw -13667694.265581 + Penalty 3892.790215 = -13663801.475367
  nChanged 230
		SP:Iteration 42Q (3853.620000 sec): 3 clusters
  Score: Raw -13667733.180731 + Penalty 3892.790215 = -13663840.390516
  nChanged 199
		SP:Iteration 43Q (3854.410000 sec): 3 clusters
  Score: Raw -13667762.802847 + Penalty 3892.790215 = -13663870.012633
  nChanged 157
		SP:Iteration 44Q (3855.220000 sec): 3 clusters
  Score: Raw -13667783.821071 + Penalty 3892.790215 = -13663891.030856
  nChanged 150
		SP:Iteration 45Q (3855.980000 sec): 3 clusters
  Score: Raw -13667803.102324 + Penalty 3892.790215 = -13663910.312109
  nChanged 132
		SP:Iteration 46Q (3856.660000 sec): 3 clusters
  Score: Raw -13667817.420581 + Penalty 3892.790215 = -13663924.630367
  nChanged 117
		SP:Iteration 47Q (3857.360000 sec): 3 clusters
  Score: Raw -13667829.561125 + Penalty 3892.790215 = -13663936.770910
  nChanged 110
		SP:Iteration 48Q (3858.100000 sec): 3 clusters
  Score: Raw -13667841.132515 + Penalty 3892.790215 = -13663948.342300
  nChanged 101
		SP:Iteration 49Q (3858.920000 sec): 3 clusters
  Score: Raw -13667850.261174 + Penalty 3892.790215 = -13663957.470959
  nChanged 84
		SP:Iteration 50Q (3859.780000 sec): 3 clusters
  Score: Raw -13667857.214722 + Penalty 3892.790215 = -13663964.424507
  nChanged 68
		SP:Iteration 51Q (3860.560000 sec): 3 clusters
  Score: Raw -13667862.311849 + Penalty 3892.790215 = -13663969.521634
  nChanged 50
		SP:Iteration 52Q (3861.280000 sec): 3 clusters
  Score: Raw -13667866.570080 + Penalty 3892.790215 = -13663973.779865
  nChanged 44
		SP:Iteration 53Q (3862.060000 sec): 3 clusters
  Score: Raw -13667869.989479 + Penalty 3892.790215 = -13663977.199264
  nChanged 39
		SP:Iteration 54Q (3862.820000 sec): 3 clusters
  Score: Raw -13667873.124679 + Penalty 3892.790215 = -13663980.334465
  nChanged 26
		SP:Iteration 55Q (3863.720000 sec): 3 clusters
  Score: Raw -13667874.837887 + Penalty 3892.790215 = -13663982.047672
  nChanged 25
		SP:Iteration 56Q (3864.590000 sec): 3 clusters
  Score: Raw -13667876.484476 + Penalty 3892.790215 = -13663983.694262
  nChanged 21
		SP:Iteration 57Q (3865.460000 sec): 3 clusters
  Score: Raw -13667877.731022 + Penalty 3892.790215 = -13663984.940808
  nChanged 12
		SP:Iteration 58Q (3866.340000 sec): 3 clusters
  Score: Raw -13667878.451567 + Penalty 3892.790215 = -13663985.661353
  nChanged 16
		SP:Iteration 59Q (3867.120000 sec): 3 clusters
  Score: Raw -13667879.375562 + Penalty 3892.790215 = -13663986.585347
  nChanged 10
		SP:Iteration 60F (3867.940000 sec): 3 clusters
  Score: Raw -13667879.811319 + Penalty 3892.790215 = -13663987.021104
  nChanged 5
		SP:Iteration 61Q (3868.840000 sec): 3 clusters
  Score: Raw -13667880.202738 + Penalty 3892.790215 = -13663987.412523
  nChanged 5
		SP:Iteration 62Q (3869.600000 sec): 3 clusters
  Score: Raw -13667880.608161 + Penalty 3892.790215 = -13663987.817946
  nChanged 8
		SP:Iteration 63Q (3870.400000 sec): 3 clusters
  Score: Raw -13667881.294913 + Penalty 3892.790215 = -13663988.504698
  nChanged 7
		SP:Iteration 64Q (3871.160000 sec): 3 clusters
  Score: Raw -13667881.671465 + Penalty 3892.790215 = -13663988.881250
  nChanged 6
		SP:Iteration 65Q (3872.020000 sec): 3 clusters
  Score: Raw -13667881.984261 + Penalty 3892.790215 = -13663989.194047
  nChanged 4
		SP:Iteration 66Q (3872.840000 sec): 3 clusters
  Score: Raw -13667882.133503 + Penalty 3892.790215 = -13663989.343288
  nChanged 2
		SP:Iteration 67Q (3873.630000 sec): 3 clusters
  Score: Raw -13667882.162684 + Penalty 3892.790215 = -13663989.372469
  nChanged 0
		SP:Iteration 68F (3874.470000 sec): 3 clusters
  Score: Raw -13667882.162684 + Penalty 3892.790215 = -13663989.372469
  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 10.68 GB.

 Trying to split cluster 6 (4322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3874.680000 sec): 2 clusters
  Score: Raw -376745.731556 + Penalty 1360.364450 = -375385.367106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3874.910000 sec): 3 clusters
  Score: Raw -374579.043998 + Penalty 2720.728900 = -371858.315099
  nChanged 1733
		SP:Iteration 1F (3875.100000 sec): 3 clusters
  Score: Raw -375619.907561 + Penalty 2720.728900 = -372899.178661
  nChanged 368
		SP:Iteration 2F (3875.340000 sec): 3 clusters
  Score: Raw -375908.289782 + Penalty 2720.728900 = -373187.560882
  nChanged 342
		SP:Iteration 3F (3875.530000 sec): 3 clusters
  Score: Raw -376274.870315 + Penalty 2720.728900 = -373554.141416
  nChanged 375
		SP:Iteration 4F (3875.730000 sec): 3 clusters
  Score: Raw -376764.344277 + Penalty 2720.728900 = -374043.615377
  nChanged 367
		SP:Iteration 5F (3875.930000 sec): 3 clusters
  Score: Raw -377235.709788 + Penalty 2720.728900 = -374514.980889
  nChanged 284
		SP:Iteration 6F (3876.120000 sec): 3 clusters
  Score: Raw -377538.294583 + Penalty 2720.728900 = -374817.565684
  nChanged 187
		SP:Iteration 7Q (3876.300000 sec): 3 clusters
  Score: Raw -377699.798123 + Penalty 2720.728900 = -374979.069224
  nChanged 102
		SP:Iteration 8Q (3876.490000 sec): 3 clusters
  Score: Raw -377761.260882 + Penalty 2720.728900 = -375040.531983
  nChanged 54
		SP:Iteration 9Q (3876.710000 sec): 3 clusters
  Score: Raw -377794.334402 + Penalty 2720.728900 = -375073.605503
  nChanged 39
		SP:Iteration 10Q (3876.940000 sec): 3 clusters
  Score: Raw -377814.637923 + Penalty 2720.728900 = -375093.909023
  nChanged 33
		SP:Iteration 11Q (3877.160000 sec): 3 clusters
  Score: Raw -377827.756384 + Penalty 2720.728900 = -375107.027485
  nChanged 26
		SP:Iteration 12Q (3877.370000 sec): 3 clusters
  Score: Raw -377839.330333 + Penalty 2720.728900 = -375118.601434
  nChanged 22
		SP:Iteration 13Q (3877.580000 sec): 3 clusters
  Score: Raw -377847.707767 + Penalty 2720.728900 = -375126.978868
  nChanged 13
		SP:Iteration 14Q (3877.820000 sec): 3 clusters
  Score: Raw -377852.069381 + Penalty 2720.728900 = -375131.340481
  nChanged 9
		SP:Iteration 15Q (3878.010000 sec): 3 clusters
  Score: Raw -377855.549840 + Penalty 2720.728900 = -375134.820941
  nChanged 8
		SP:Iteration 16Q (3878.210000 sec): 3 clusters
  Score: Raw -377858.823904 + Penalty 2720.728900 = -375138.095005
  nChanged 6
		SP:Iteration 17Q (3878.450000 sec): 3 clusters
  Score: Raw -377860.987554 + Penalty 2720.728900 = -375140.258654
  nChanged 4
		SP:Iteration 18Q (3878.690000 sec): 3 clusters
  Score: Raw -377863.097124 + Penalty 2720.728900 = -375142.368224
  nChanged 6
		SP:Iteration 19Q (3878.940000 sec): 3 clusters
  Score: Raw -377865.289738 + Penalty 2720.728900 = -375144.560838
  nChanged 9
		SP:Iteration 20F (3879.150000 sec): 3 clusters
  Score: Raw -377868.808679 + Penalty 2720.728900 = -375148.079780
  nChanged 10
		SP:Iteration 21Q (3879.350000 sec): 3 clusters
  Score: Raw -377871.118628 + Penalty 2720.728900 = -375150.389728
  nChanged 8
		SP:Iteration 22Q (3879.560000 sec): 3 clusters
  Score: Raw -377872.883039 + Penalty 2720.728900 = -375152.154139
  nChanged 4
		SP:Iteration 23Q (3879.750000 sec): 3 clusters
  Score: Raw -377873.858540 + Penalty 2720.728900 = -375153.129640
  nChanged 1
		SP:Iteration 24Q (3879.950000 sec): 3 clusters
  Score: Raw -377874.003569 + Penalty 2720.728900 = -375153.274669
  nChanged 0
		SP:Iteration 25F (3880.140000 sec): 3 clusters
  Score: Raw -377874.003569 + Penalty 2720.728900 = -375153.274669
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 7 (11490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3880.340000 sec): 2 clusters
  Score: Raw -1082538.654415 + Penalty 1519.250260 = -1081019.404154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3880.560000 sec): 3 clusters
  Score: Raw -1075967.030553 + Penalty 3038.500521 = -1072928.530032
  nChanged 4960
		SP:Iteration 1F (3880.830000 sec): 3 clusters
  Score: Raw -1078633.326937 + Penalty 3038.500521 = -1075594.826417
  nChanged 674
		SP:Iteration 2F (3881.080000 sec): 3 clusters
  Score: Raw -1078950.720177 + Penalty 3038.500521 = -1075912.219656
  nChanged 631
		SP:Iteration 3F (3881.280000 sec): 3 clusters
  Score: Raw -1079260.464857 + Penalty 3038.500521 = -1076221.964336
  nChanged 622
		SP:Iteration 4F (3881.550000 sec): 3 clusters
  Score: Raw -1079607.530900 + Penalty 3038.500521 = -1076569.030379
  nChanged 615
		SP:Iteration 5F (3881.770000 sec): 3 clusters
  Score: Raw -1079995.203947 + Penalty 3038.500521 = -1076956.703427
  nChanged 646
		SP:Iteration 6F (3882.040000 sec): 3 clusters
  Score: Raw -1080438.869139 + Penalty 3038.500521 = -1077400.368618
  nChanged 644
		SP:Iteration 7F (3882.320000 sec): 3 clusters
  Score: Raw -1080911.385877 + Penalty 3038.500521 = -1077872.885356
  nChanged 581
		SP:Iteration 8F (3882.590000 sec): 3 clusters
  Score: Raw -1081395.540063 + Penalty 3038.500521 = -1078357.039543
  nChanged 496
		SP:Iteration 9Q (3882.800000 sec): 3 clusters
  Score: Raw -1081801.452635 + Penalty 3038.500521 = -1078762.952115
  nChanged 375
		SP:Iteration 10Q (3883.040000 sec): 3 clusters
  Score: Raw -1082124.174572 + Penalty 3038.500521 = -1079085.674051
  nChanged 261
		SP:Iteration 11Q (3883.310000 sec): 3 clusters
  Score: Raw -1082344.634588 + Penalty 3038.500521 = -1079306.134067
  nChanged 165
		SP:Iteration 12Q (3883.560000 sec): 3 clusters
  Score: Raw -1082484.530937 + Penalty 3038.500521 = -1079446.030416
  nChanged 104
		SP:Iteration 13Q (3883.830000 sec): 3 clusters
  Score: Raw -1082578.267051 + Penalty 3038.500521 = -1079539.766531
  nChanged 69
		SP:Iteration 14Q (3884.020000 sec): 3 clusters
  Score: Raw -1082649.223701 + Penalty 3038.500521 = -1079610.723180
  nChanged 38
		SP:Iteration 15Q (3884.270000 sec): 3 clusters
  Score: Raw -1082694.638372 + Penalty 3038.500521 = -1079656.137851
  nChanged 31
		SP:Iteration 16Q (3884.460000 sec): 3 clusters
  Score: Raw -1082722.579753 + Penalty 3038.500521 = -1079684.079233
  nChanged 17
		SP:Iteration 17Q (3884.700000 sec): 3 clusters
  Score: Raw -1082741.775897 + Penalty 3038.500521 = -1079703.275377
  nChanged 11
		SP:Iteration 18Q (3884.990000 sec): 3 clusters
  Score: Raw -1082750.117140 + Penalty 3038.500521 = -1079711.616620
  nChanged 5
		SP:Iteration 19Q (3885.200000 sec): 3 clusters
  Score: Raw -1082756.435744 + Penalty 3038.500521 = -1079717.935224
  nChanged 7
		SP:Iteration 20F (3885.440000 sec): 3 clusters
  Score: Raw -1082764.064621 + Penalty 3038.500521 = -1079725.564101
  nChanged 8
		SP:Iteration 21Q (3885.610000 sec): 3 clusters
  Score: Raw -1082770.949289 + Penalty 3038.500521 = -1079732.448769
  nChanged 7
		SP:Iteration 22Q (3885.840000 sec): 3 clusters
  Score: Raw -1082776.402510 + Penalty 3038.500521 = -1079737.901990
  nChanged 4
		SP:Iteration 23Q (3886.040000 sec): 3 clusters
  Score: Raw -1082779.076487 + Penalty 3038.500521 = -1079740.575966
  nChanged 2
		SP:Iteration 24Q (3886.260000 sec): 3 clusters
  Score: Raw -1082780.610269 + Penalty 3038.500521 = -1079742.109748
  nChanged 2
		SP:Iteration 25Q (3886.470000 sec): 3 clusters
  Score: Raw -1082783.115756 + Penalty 3038.500521 = -1079744.615235
  nChanged 2
		SP:Iteration 26Q (3886.740000 sec): 3 clusters
  Score: Raw -1082785.359340 + Penalty 3038.500521 = -1079746.858819
  nChanged 1
		SP:Iteration 27Q (3886.920000 sec): 3 clusters
  Score: Raw -1082787.441853 + Penalty 3038.500521 = -1079748.941332
  nChanged 1
		SP:Iteration 28Q (3887.130000 sec): 3 clusters
  Score: Raw -1082787.987182 + Penalty 3038.500521 = -1079749.486662
  nChanged 0
		SP:Iteration 29F (3887.340000 sec): 3 clusters
  Score: Raw -1082787.987182 + Penalty 3038.500521 = -1079749.486662
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 8 (35361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3887.600000 sec): 2 clusters
  Score: Raw -2950680.506703 + Penalty 1701.921779 = -2948978.584923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3887.940000 sec): 3 clusters
  Score: Raw -2928717.919744 + Penalty 3403.843559 = -2925314.076185
  nChanged 16375
		SP:Iteration 1F (3888.380000 sec): 3 clusters
  Score: Raw -2939290.238620 + Penalty 3403.843559 = -2935886.395061
  nChanged 2979
		SP:Iteration 2F (3888.670000 sec): 3 clusters
  Score: Raw -2942459.579595 + Penalty 3403.843559 = -2939055.736036
  nChanged 3608
		SP:Iteration 3F (3889.020000 sec): 3 clusters
  Score: Raw -2945809.538239 + Penalty 3403.843559 = -2942405.694680
  nChanged 3048
		SP:Iteration 4F (3889.330000 sec): 3 clusters
  Score: Raw -2948071.516478 + Penalty 3403.843559 = -2944667.672919
  nChanged 2310
		SP:Iteration 5F (3889.680000 sec): 3 clusters
  Score: Raw -2949368.857448 + Penalty 3403.843559 = -2945965.013889
  nChanged 1583
		SP:Iteration 6Q (3889.990000 sec): 3 clusters
  Score: Raw -2950068.263812 + Penalty 3403.843559 = -2946664.420253
  nChanged 1190
		SP:Iteration 7Q (3890.350000 sec): 3 clusters
  Score: Raw -2950580.342892 + Penalty 3403.843559 = -2947176.499333
  nChanged 960
		SP:Iteration 8Q (3890.710000 sec): 3 clusters
  Score: Raw -2950972.626226 + Penalty 3403.843559 = -2947568.782667
  nChanged 858
		SP:Iteration 9Q (3891.100000 sec): 3 clusters
  Score: Raw -2951341.454423 + Penalty 3403.843559 = -2947937.610864
  nChanged 788
		SP:Iteration 10Q (3891.470000 sec): 3 clusters
  Score: Raw -2951730.925771 + Penalty 3403.843559 = -2948327.082212
  nChanged 808
		SP:Iteration 11Q (3891.890000 sec): 3 clusters
  Score: Raw -2952154.027602 + Penalty 3403.843559 = -2948750.184043
  nChanged 728
		SP:Iteration 12Q (3892.230000 sec): 3 clusters
  Score: Raw -2952553.144547 + Penalty 3403.843559 = -2949149.300988
  nChanged 695
		SP:Iteration 13Q (3892.570000 sec): 3 clusters
  Score: Raw -2952902.350710 + Penalty 3403.843559 = -2949498.507151
  nChanged 658
		SP:Iteration 14Q (3892.950000 sec): 3 clusters
  Score: Raw -2953243.569086 + Penalty 3403.843559 = -2949839.725527
  nChanged 564
		SP:Iteration 15Q (3893.250000 sec): 3 clusters
  Score: Raw -2953543.984374 + Penalty 3403.843559 = -2950140.140815
  nChanged 507
		SP:Iteration 16Q (3893.610000 sec): 3 clusters
  Score: Raw -2953794.695688 + Penalty 3403.843559 = -2950390.852129
  nChanged 472
		SP:Iteration 17Q (3893.970000 sec): 3 clusters
  Score: Raw -2954017.837896 + Penalty 3403.843559 = -2950613.994337
  nChanged 402
		SP:Iteration 18Q (3894.310000 sec): 3 clusters
  Score: Raw -2954217.200430 + Penalty 3403.843559 = -2950813.356872
  nChanged 398
		SP:Iteration 19Q (3894.690000 sec): 3 clusters
  Score: Raw -2954409.235293 + Penalty 3403.843559 = -2951005.391734
  nChanged 369
		SP:Iteration 20F (3895.110000 sec): 3 clusters
  Score: Raw -2954565.104816 + Penalty 3403.843559 = -2951161.261257
  nChanged 318
		SP:Iteration 21Q (3895.430000 sec): 3 clusters
  Score: Raw -2954677.065800 + Penalty 3403.843559 = -2951273.222241
  nChanged 243
		SP:Iteration 22Q (3895.790000 sec): 3 clusters
  Score: Raw -2954741.640488 + Penalty 3403.843559 = -2951337.796929
  nChanged 199
		SP:Iteration 23Q (3896.240000 sec): 3 clusters
  Score: Raw -2954790.253647 + Penalty 3403.843559 = -2951386.410088
  nChanged 168
		SP:Iteration 24Q (3896.550000 sec): 3 clusters
  Score: Raw -2954826.506615 + Penalty 3403.843559 = -2951422.663057
  nChanged 152
		SP:Iteration 25Q (3896.950000 sec): 3 clusters
  Score: Raw -2954853.782768 + Penalty 3403.843559 = -2951449.939209
  nChanged 119
		SP:Iteration 26Q (3897.290000 sec): 3 clusters
  Score: Raw -2954873.882015 + Penalty 3403.843559 = -2951470.038456
  nChanged 107
		SP:Iteration 27Q (3897.610000 sec): 3 clusters
  Score: Raw -2954886.872679 + Penalty 3403.843559 = -2951483.029120
  nChanged 73
		SP:Iteration 28Q (3897.930000 sec): 3 clusters
  Score: Raw -2954893.724138 + Penalty 3403.843559 = -2951489.880580
  nChanged 36
		SP:Iteration 29Q (3898.340000 sec): 3 clusters
  Score: Raw -2954896.834796 + Penalty 3403.843559 = -2951492.991237
  nChanged 25
		SP:Iteration 30Q (3898.690000 sec): 3 clusters
  Score: Raw -2954898.628353 + Penalty 3403.843559 = -2951494.784794
  nChanged 22
		SP:Iteration 31Q (3899.000000 sec): 3 clusters
  Score: Raw -2954900.220303 + Penalty 3403.843559 = -2951496.376744
  nChanged 26
		SP:Iteration 32Q (3899.390000 sec): 3 clusters
  Score: Raw -2954902.137453 + Penalty 3403.843559 = -2951498.293894
  nChanged 20
		SP:Iteration 33Q (3899.710000 sec): 3 clusters
  Score: Raw -2954903.150749 + Penalty 3403.843559 = -2951499.307190
  nChanged 15
		SP:Iteration 34Q (3900.080000 sec): 3 clusters
  Score: Raw -2954903.922647 + Penalty 3403.843559 = -2951500.079088
  nChanged 17
		SP:Iteration 35Q (3900.420000 sec): 3 clusters
  Score: Raw -2954905.213365 + Penalty 3403.843559 = -2951501.369806
  nChanged 19
		SP:Iteration 36Q (3900.750000 sec): 3 clusters
  Score: Raw -2954906.146701 + Penalty 3403.843559 = -2951502.303142
  nChanged 18
		SP:Iteration 37Q (3901.100000 sec): 3 clusters
  Score: Raw -2954907.221445 + Penalty 3403.843559 = -2951503.377886
  nChanged 23
		SP:Iteration 38Q (3901.390000 sec): 3 clusters
  Score: Raw -2954909.179830 + Penalty 3403.843559 = -2951505.336271
  nChanged 21
		SP:Iteration 39Q (3901.760000 sec): 3 clusters
  Score: Raw -2954910.268916 + Penalty 3403.843559 = -2951506.425357
  nChanged 11
		SP:Iteration 40F (3902.090000 sec): 3 clusters
  Score: Raw -2954910.728507 + Penalty 3403.843559 = -2951506.884948
  nChanged 3
		SP:Iteration 41Q (3902.430000 sec): 3 clusters
  Score: Raw -2954910.811321 + Penalty 3403.843559 = -2951506.967762
  nChanged 3
		SP:Iteration 42Q (3902.850000 sec): 3 clusters
  Score: Raw -2954911.007945 + Penalty 3403.843559 = -2951507.164386
  nChanged 3
		SP:Iteration 43Q (3903.240000 sec): 3 clusters
  Score: Raw -2954911.165086 + Penalty 3403.843559 = -2951507.321527
  nChanged 3
		SP:Iteration 44Q (3903.600000 sec): 3 clusters
  Score: Raw -2954911.337930 + Penalty 3403.843559 = -2951507.494371
  nChanged 1
		SP:Iteration 45Q (3904.000000 sec): 3 clusters
  Score: Raw -2954911.386578 + Penalty 3403.843559 = -2951507.543019
  nChanged 0
		SP:Iteration 46F (3904.350000 sec): 3 clusters
  Score: Raw -2954911.386578 + Penalty 3403.843559 = -2951507.543019
  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 10.68 GB.

 Trying to split cluster 9 (32407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3904.600000 sec): 2 clusters
  Score: Raw -2804826.495921 + Penalty 1687.746081 = -2803138.749840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3904.940000 sec): 3 clusters
  Score: Raw -2784825.462167 + Penalty 3375.492162 = -2781449.970006
  nChanged 14970
		SP:Iteration 1F (3905.290000 sec): 3 clusters
  Score: Raw -2793665.833158 + Penalty 3375.492162 = -2790290.340996
  nChanged 1889
		SP:Iteration 2F (3905.570000 sec): 3 clusters
  Score: Raw -2794557.273476 + Penalty 3375.492162 = -2791181.781314
  nChanged 1918
		SP:Iteration 3F (3905.920000 sec): 3 clusters
  Score: Raw -2795538.317142 + Penalty 3375.492162 = -2792162.824980
  nChanged 2031
		SP:Iteration 4F (3906.260000 sec): 3 clusters
  Score: Raw -2796648.277811 + Penalty 3375.492162 = -2793272.785649
  nChanged 2011
		SP:Iteration 5F (3906.660000 sec): 3 clusters
  Score: Raw -2797709.413227 + Penalty 3375.492162 = -2794333.921065
  nChanged 1827
		SP:Iteration 6F (3907.000000 sec): 3 clusters
  Score: Raw -2798608.099807 + Penalty 3375.492162 = -2795232.607645
  nChanged 1542
		SP:Iteration 7Q (3907.370000 sec): 3 clusters
  Score: Raw -2799232.955506 + Penalty 3375.492162 = -2795857.463345
  nChanged 1162
		SP:Iteration 8Q (3907.730000 sec): 3 clusters
  Score: Raw -2799637.054529 + Penalty 3375.492162 = -2796261.562367
  nChanged 930
		SP:Iteration 9Q (3908.090000 sec): 3 clusters
  Score: Raw -2799937.577775 + Penalty 3375.492162 = -2796562.085614
  nChanged 787
		SP:Iteration 10Q (3908.480000 sec): 3 clusters
  Score: Raw -2800176.837552 + Penalty 3375.492162 = -2796801.345390
  nChanged 690
		SP:Iteration 11Q (3908.830000 sec): 3 clusters
  Score: Raw -2800388.550717 + Penalty 3375.492162 = -2797013.058555
  nChanged 652
		SP:Iteration 12Q (3909.240000 sec): 3 clusters
  Score: Raw -2800614.853194 + Penalty 3375.492162 = -2797239.361033
  nChanged 667
		SP:Iteration 13Q (3909.630000 sec): 3 clusters
  Score: Raw -2800890.879312 + Penalty 3375.492162 = -2797515.387150
  nChanged 757
		SP:Iteration 14Q (3909.950000 sec): 3 clusters
  Score: Raw -2801251.260834 + Penalty 3375.492162 = -2797875.768673
  nChanged 763
		SP:Iteration 15Q (3910.330000 sec): 3 clusters
  Score: Raw -2801700.498356 + Penalty 3375.492162 = -2798325.006195
  nChanged 776
		SP:Iteration 16Q (3910.690000 sec): 3 clusters
  Score: Raw -2802285.527074 + Penalty 3375.492162 = -2798910.034913
  nChanged 766
		SP:Iteration 17Q (3911.070000 sec): 3 clusters
  Score: Raw -2802951.141273 + Penalty 3375.492162 = -2799575.649111
  nChanged 689
		SP:Iteration 18Q (3911.450000 sec): 3 clusters
  Score: Raw -2803514.298897 + Penalty 3375.492162 = -2800138.806736
  nChanged 530
		SP:Iteration 19Q (3911.770000 sec): 3 clusters
  Score: Raw -2803887.373592 + Penalty 3375.492162 = -2800511.881431
  nChanged 400
		SP:Iteration 20F (3912.080000 sec): 3 clusters
  Score: Raw -2804121.328232 + Penalty 3375.492162 = -2800745.836071
  nChanged 317
		SP:Iteration 21Q (3912.400000 sec): 3 clusters
  Score: Raw -2804291.000714 + Penalty 3375.492162 = -2800915.508553
  nChanged 291
		SP:Iteration 22Q (3912.710000 sec): 3 clusters
  Score: Raw -2804454.881872 + Penalty 3375.492162 = -2801079.389711
  nChanged 252
		SP:Iteration 23Q (3913.040000 sec): 3 clusters
  Score: Raw -2804595.438220 + Penalty 3375.492162 = -2801219.946058
  nChanged 221
		SP:Iteration 24Q (3913.400000 sec): 3 clusters
  Score: Raw -2804726.396368 + Penalty 3375.492162 = -2801350.904206
  nChanged 206
		SP:Iteration 25Q (3913.730000 sec): 3 clusters
  Score: Raw -2804837.556353 + Penalty 3375.492162 = -2801462.064191
  nChanged 164
		SP:Iteration 26Q (3914.000000 sec): 3 clusters
  Score: Raw -2804914.455346 + Penalty 3375.492162 = -2801538.963184
  nChanged 121
		SP:Iteration 27Q (3914.320000 sec): 3 clusters
  Score: Raw -2804963.943535 + Penalty 3375.492162 = -2801588.451373
  nChanged 101
		SP:Iteration 28Q (3914.620000 sec): 3 clusters
  Score: Raw -2805005.580169 + Penalty 3375.492162 = -2801630.088008
  nChanged 83
		SP:Iteration 29Q (3914.960000 sec): 3 clusters
  Score: Raw -2805040.624092 + Penalty 3375.492162 = -2801665.131931
  nChanged 70
		SP:Iteration 30Q (3915.280000 sec): 3 clusters
  Score: Raw -2805064.805905 + Penalty 3375.492162 = -2801689.313744
  nChanged 72
		SP:Iteration 31Q (3915.560000 sec): 3 clusters
  Score: Raw -2805093.081699 + Penalty 3375.492162 = -2801717.589538
  nChanged 64
		SP:Iteration 32Q (3915.870000 sec): 3 clusters
  Score: Raw -2805120.742857 + Penalty 3375.492162 = -2801745.250696
  nChanged 74
		SP:Iteration 33Q (3916.180000 sec): 3 clusters
  Score: Raw -2805156.817079 + Penalty 3375.492162 = -2801781.324918
  nChanged 71
		SP:Iteration 34Q (3916.480000 sec): 3 clusters
  Score: Raw -2805182.489055 + Penalty 3375.492162 = -2801806.996894
  nChanged 43
		SP:Iteration 35Q (3916.800000 sec): 3 clusters
  Score: Raw -2805196.380837 + Penalty 3375.492162 = -2801820.888675
  nChanged 40
		SP:Iteration 36Q (3917.130000 sec): 3 clusters
  Score: Raw -2805210.060963 + Penalty 3375.492162 = -2801834.568802
  nChanged 32
		SP:Iteration 37Q (3917.410000 sec): 3 clusters
  Score: Raw -2805219.296503 + Penalty 3375.492162 = -2801843.804342
  nChanged 24
		SP:Iteration 38Q (3917.720000 sec): 3 clusters
  Score: Raw -2805225.226234 + Penalty 3375.492162 = -2801849.734073
  nChanged 17
		SP:Iteration 39Q (3918.020000 sec): 3 clusters
  Score: Raw -2805230.024803 + Penalty 3375.492162 = -2801854.532641
  nChanged 22
		SP:Iteration 40F (3918.340000 sec): 3 clusters
  Score: Raw -2805235.670309 + Penalty 3375.492162 = -2801860.178148
  nChanged 16
		SP:Iteration 41Q (3918.680000 sec): 3 clusters
  Score: Raw -2805238.957829 + Penalty 3375.492162 = -2801863.465667
  nChanged 15
		SP:Iteration 42Q (3919.000000 sec): 3 clusters
  Score: Raw -2805242.593156 + Penalty 3375.492162 = -2801867.100994
  nChanged 8
		SP:Iteration 43Q (3919.360000 sec): 3 clusters
  Score: Raw -2805244.595595 + Penalty 3375.492162 = -2801869.103433
  nChanged 10
		SP:Iteration 44Q (3919.680000 sec): 3 clusters
  Score: Raw -2805246.711649 + Penalty 3375.492162 = -2801871.219488
  nChanged 11
		SP:Iteration 45Q (3920.000000 sec): 3 clusters
  Score: Raw -2805249.481058 + Penalty 3375.492162 = -2801873.988896
  nChanged 4
		SP:Iteration 46Q (3920.300000 sec): 3 clusters
  Score: Raw -2805250.404332 + Penalty 3375.492162 = -2801874.912171
  nChanged 3
		SP:Iteration 47Q (3920.640000 sec): 3 clusters
  Score: Raw -2805251.031158 + Penalty 3375.492162 = -2801875.538997
  nChanged 3
		SP:Iteration 48Q (3920.940000 sec): 3 clusters
  Score: Raw -2805251.257690 + Penalty 3375.492162 = -2801875.765528
  nChanged 2
		SP:Iteration 49Q (3921.260000 sec): 3 clusters
  Score: Raw -2805251.749224 + Penalty 3375.492162 = -2801876.257062
  nChanged 2
		SP:Iteration 50Q (3921.540000 sec): 3 clusters
  Score: Raw -2805252.588446 + Penalty 3375.492162 = -2801877.096284
  nChanged 2
		SP:Iteration 51Q (3921.920000 sec): 3 clusters
  Score: Raw -2805253.327926 + Penalty 3375.492162 = -2801877.835765
  nChanged 4
		SP:Iteration 52Q (3922.210000 sec): 3 clusters
  Score: Raw -2805254.769666 + Penalty 3375.492162 = -2801879.277504
  nChanged 8
		SP:Iteration 53Q (3922.540000 sec): 3 clusters
  Score: Raw -2805257.333013 + Penalty 3375.492162 = -2801881.840852
  nChanged 3
		SP:Iteration 54Q (3922.890000 sec): 3 clusters
  Score: Raw -2805258.243137 + Penalty 3375.492162 = -2801882.750976
  nChanged 3
		SP:Iteration 55Q (3923.220000 sec): 3 clusters
  Score: Raw -2805258.917040 + Penalty 3375.492162 = -2801883.424879
  nChanged 3
		SP:Iteration 56Q (3923.620000 sec): 3 clusters
  Score: Raw -2805259.655528 + Penalty 3375.492162 = -2801884.163366
  nChanged 3
		SP:Iteration 57Q (3923.890000 sec): 3 clusters
  Score: Raw -2805260.346813 + Penalty 3375.492162 = -2801884.854651
  nChanged 2
		SP:Iteration 58Q (3924.250000 sec): 3 clusters
  Score: Raw -2805260.982435 + Penalty 3375.492162 = -2801885.490273
  nChanged 3
		SP:Iteration 59Q (3924.580000 sec): 3 clusters
  Score: Raw -2805261.519112 + Penalty 3375.492162 = -2801886.026950
  nChanged 2
		SP:Iteration 60F (3924.930000 sec): 3 clusters
  Score: Raw -2805261.970138 + Penalty 3375.492162 = -2801886.477976
  nChanged 1
		SP:Iteration 61Q (3925.300000 sec): 3 clusters
  Score: Raw -2805262.232599 + Penalty 3375.492162 = -2801886.740437
  nChanged 0
		SP:Iteration 62F (3925.630000 sec): 3 clusters
  Score: Raw -2805262.232599 + Penalty 3375.492162 = -2801886.740437
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 10 (31069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3925.860000 sec): 2 clusters
  Score: Raw -2651964.264421 + Penalty 1680.894445 = -2650283.369975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3926.200000 sec): 3 clusters
  Score: Raw -2633047.329991 + Penalty 3361.788890 = -2629685.541101
  nChanged 14209
		SP:Iteration 1F (3926.560000 sec): 3 clusters
  Score: Raw -2641943.882229 + Penalty 3361.788890 = -2638582.093339
  nChanged 2235
		SP:Iteration 2F (3926.880000 sec): 3 clusters
  Score: Raw -2643518.980581 + Penalty 3361.788890 = -2640157.191691
  nChanged 2470
		SP:Iteration 3F (3927.240000 sec): 3 clusters
  Score: Raw -2645418.031111 + Penalty 3361.788890 = -2642056.242221
  nChanged 2432
		SP:Iteration 4F (3927.600000 sec): 3 clusters
  Score: Raw -2647375.866775 + Penalty 3361.788890 = -2644014.077885
  nChanged 2186
		SP:Iteration 5F (3927.900000 sec): 3 clusters
  Score: Raw -2648977.684356 + Penalty 3361.788890 = -2645615.895465
  nChanged 1633
		SP:Iteration 6F (3928.280000 sec): 3 clusters
  Score: Raw -2650050.413480 + Penalty 3361.788890 = -2646688.624590
  nChanged 1181
		SP:Iteration 7Q (3928.620000 sec): 3 clusters
  Score: Raw -2650812.604049 + Penalty 3361.788890 = -2647450.815159
  nChanged 911
		SP:Iteration 8Q (3928.930000 sec): 3 clusters
  Score: Raw -2651354.495243 + Penalty 3361.788890 = -2647992.706353
  nChanged 717
		SP:Iteration 9Q (3929.290000 sec): 3 clusters
  Score: Raw -2651690.416231 + Penalty 3361.788890 = -2648328.627341
  nChanged 555
		SP:Iteration 10Q (3929.620000 sec): 3 clusters
  Score: Raw -2651891.107916 + Penalty 3361.788890 = -2648529.319026
  nChanged 453
		SP:Iteration 11Q (3929.930000 sec): 3 clusters
  Score: Raw -2652039.532123 + Penalty 3361.788890 = -2648677.743233
  nChanged 409
		SP:Iteration 12Q (3930.240000 sec): 3 clusters
  Score: Raw -2652164.845977 + Penalty 3361.788890 = -2648803.057086
  nChanged 339
		SP:Iteration 13Q (3930.560000 sec): 3 clusters
  Score: Raw -2652274.013591 + Penalty 3361.788890 = -2648912.224701
  nChanged 314
		SP:Iteration 14Q (3930.840000 sec): 3 clusters
  Score: Raw -2652371.681667 + Penalty 3361.788890 = -2649009.892776
  nChanged 312
		SP:Iteration 15Q (3931.150000 sec): 3 clusters
  Score: Raw -2652462.694738 + Penalty 3361.788890 = -2649100.905847
  nChanged 299
		SP:Iteration 16Q (3931.460000 sec): 3 clusters
  Score: Raw -2652542.096365 + Penalty 3361.788890 = -2649180.307475
  nChanged 291
		SP:Iteration 17Q (3931.740000 sec): 3 clusters
  Score: Raw -2652617.304469 + Penalty 3361.788890 = -2649255.515579
  nChanged 265
		SP:Iteration 18Q (3932.030000 sec): 3 clusters
  Score: Raw -2652684.259394 + Penalty 3361.788890 = -2649322.470503
  nChanged 228
		SP:Iteration 19Q (3932.370000 sec): 3 clusters
  Score: Raw -2652737.770630 + Penalty 3361.788890 = -2649375.981740
  nChanged 221
		SP:Iteration 20F (3932.710000 sec): 3 clusters
  Score: Raw -2652790.379106 + Penalty 3361.788890 = -2649428.590215
  nChanged 198
		SP:Iteration 21Q (3933.060000 sec): 3 clusters
  Score: Raw -2652836.999696 + Penalty 3361.788890 = -2649475.210806
  nChanged 194
		SP:Iteration 22Q (3933.420000 sec): 3 clusters
  Score: Raw -2652884.086207 + Penalty 3361.788890 = -2649522.297317
  nChanged 173
		SP:Iteration 23Q (3933.740000 sec): 3 clusters
  Score: Raw -2652926.207209 + Penalty 3361.788890 = -2649564.418319
  nChanged 165
		SP:Iteration 24Q (3934.080000 sec): 3 clusters
  Score: Raw -2652967.815746 + Penalty 3361.788890 = -2649606.026855
  nChanged 155
		SP:Iteration 25Q (3934.360000 sec): 3 clusters
  Score: Raw -2653005.938975 + Penalty 3361.788890 = -2649644.150085
  nChanged 133
		SP:Iteration 26Q (3934.690000 sec): 3 clusters
  Score: Raw -2653036.437264 + Penalty 3361.788890 = -2649674.648374
  nChanged 146
		SP:Iteration 27Q (3934.990000 sec): 3 clusters
  Score: Raw -2653078.161110 + Penalty 3361.788890 = -2649716.372220
  nChanged 137
		SP:Iteration 28Q (3935.310000 sec): 3 clusters
  Score: Raw -2653121.989669 + Penalty 3361.788890 = -2649760.200779
  nChanged 140
		SP:Iteration 29Q (3935.620000 sec): 3 clusters
  Score: Raw -2653166.004649 + Penalty 3361.788890 = -2649804.215759
  nChanged 109
		SP:Iteration 30Q (3935.990000 sec): 3 clusters
  Score: Raw -2653200.870746 + Penalty 3361.788890 = -2649839.081856
  nChanged 114
		SP:Iteration 31Q (3936.360000 sec): 3 clusters
  Score: Raw -2653245.383065 + Penalty 3361.788890 = -2649883.594175
  nChanged 137
		SP:Iteration 32Q (3936.680000 sec): 3 clusters
  Score: Raw -2653304.866540 + Penalty 3361.788890 = -2649943.077650
  nChanged 118
		SP:Iteration 33Q (3937.040000 sec): 3 clusters
  Score: Raw -2653374.459407 + Penalty 3361.788890 = -2650012.670517
  nChanged 141
		SP:Iteration 34Q (3937.320000 sec): 3 clusters
  Score: Raw -2653495.465640 + Penalty 3361.788890 = -2650133.676749
  nChanged 166
		SP:Iteration 35Q (3937.680000 sec): 3 clusters
  Score: Raw -2653687.339803 + Penalty 3361.788890 = -2650325.550912
  nChanged 187
		SP:Iteration 36Q (3938.010000 sec): 3 clusters
  Score: Raw -2653961.309034 + Penalty 3361.788890 = -2650599.520144
  nChanged 202
		SP:Iteration 37Q (3938.340000 sec): 3 clusters
  Score: Raw -2654181.967279 + Penalty 3361.788890 = -2650820.178389
  nChanged 160
		SP:Iteration 38Q (3938.660000 sec): 3 clusters
  Score: Raw -2654244.763442 + Penalty 3361.788890 = -2650882.974551
  nChanged 96
		SP:Iteration 39Q (3938.970000 sec): 3 clusters
  Score: Raw -2654268.217397 + Penalty 3361.788890 = -2650906.428506
  nChanged 60
		SP:Iteration 40F (3939.340000 sec): 3 clusters
  Score: Raw -2654277.945421 + Penalty 3361.788890 = -2650916.156530
  nChanged 30
		SP:Iteration 41Q (3939.640000 sec): 3 clusters
  Score: Raw -2654282.690469 + Penalty 3361.788890 = -2650920.901579
  nChanged 25
		SP:Iteration 42Q (3939.990000 sec): 3 clusters
  Score: Raw -2654286.064005 + Penalty 3361.788890 = -2650924.275115
  nChanged 15
		SP:Iteration 43Q (3940.300000 sec): 3 clusters
  Score: Raw -2654287.396354 + Penalty 3361.788890 = -2650925.607464
  nChanged 5
		SP:Iteration 44Q (3940.590000 sec): 3 clusters
  Score: Raw -2654288.048789 + Penalty 3361.788890 = -2650926.259899
  nChanged 5
		SP:Iteration 45Q (3940.920000 sec): 3 clusters
  Score: Raw -2654288.429123 + Penalty 3361.788890 = -2650926.640232
  nChanged 1
		SP:Iteration 46Q (3941.270000 sec): 3 clusters
  Score: Raw -2654288.572485 + Penalty 3361.788890 = -2650926.783594
  nChanged 2
		SP:Iteration 47Q (3941.570000 sec): 3 clusters
  Score: Raw -2654288.617671 + Penalty 3361.788890 = -2650926.828780
  nChanged 1
		SP:Iteration 48Q (3941.930000 sec): 3 clusters
  Score: Raw -2654288.781121 + Penalty 3361.788890 = -2650926.992230
  nChanged 1
		SP:Iteration 49Q (3942.200000 sec): 3 clusters
  Score: Raw -2654288.844182 + Penalty 3361.788890 = -2650927.055291
  nChanged 0
		SP:Iteration 50F (3942.590000 sec): 3 clusters
  Score: Raw -2654288.844182 + Penalty 3361.788890 = -2650927.055291
  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 10.68 GB.

 Trying to split cluster 11 (306367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3943.960000 sec): 2 clusters
  Score: Raw -27048459.271387 + Penalty 2052.787589 = -27046406.483798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3945.450000 sec): 3 clusters
  Score: Raw -26843841.724331 + Penalty 4105.575178 = -26839736.149153
  nChanged 149277
		SP:Iteration 1F (3946.960000 sec): 3 clusters
  Score: Raw -26932850.545801 + Penalty 4105.575178 = -26928744.970623
  nChanged 9061
		SP:Iteration 2Q (3948.580000 sec): 3 clusters
  Score: Raw -26935115.932913 + Penalty 4105.575178 = -26931010.357735
  nChanged 11909
		SP:Iteration 3Q (3950.190000 sec): 3 clusters
  Score: Raw -26939381.408523 + Penalty 4105.575178 = -26935275.833345
  nChanged 16723
		SP:Iteration 4F (3951.650000 sec): 3 clusters
  Score: Raw -26948112.306865 + Penalty 4105.575178 = -26944006.731687
  nChanged 22706
		SP:Iteration 5F (3953.170000 sec): 3 clusters
  Score: Raw -26964251.410382 + Penalty 4105.575178 = -26960145.835204
  nChanged 26927
		SP:Iteration 6F (3954.680000 sec): 3 clusters
  Score: Raw -26986903.532851 + Penalty 4105.575178 = -26982797.957673
  nChanged 24685
		SP:Iteration 7F (3956.100000 sec): 3 clusters
  Score: Raw -27008420.102782 + Penalty 4105.575178 = -27004314.527604
  nChanged 17996
		SP:Iteration 8F (3957.670000 sec): 3 clusters
  Score: Raw -27024062.793766 + Penalty 4105.575178 = -27019957.218588
  nChanged 11691
		SP:Iteration 9Q (3959.360000 sec): 3 clusters
  Score: Raw -27034374.081646 + Penalty 4105.575178 = -27030268.506468
  nChanged 7179
		SP:Iteration 10Q (3960.910000 sec): 3 clusters
  Score: Raw -27040649.800400 + Penalty 4105.575178 = -27036544.225223
  nChanged 4071
		SP:Iteration 11Q (3962.320000 sec): 3 clusters
  Score: Raw -27044240.491140 + Penalty 4105.575178 = -27040134.915962
  nChanged 2382
		SP:Iteration 12Q (3963.630000 sec): 3 clusters
  Score: Raw -27046391.546898 + Penalty 4105.575178 = -27042285.971720
  nChanged 1485
		SP:Iteration 13Q (3964.950000 sec): 3 clusters
  Score: Raw -27047672.205312 + Penalty 4105.575178 = -27043566.630134
  nChanged 1012
		SP:Iteration 14Q (3966.180000 sec): 3 clusters
  Score: Raw -27048462.062412 + Penalty 4105.575178 = -27044356.487234
  nChanged 673
		SP:Iteration 15Q (3967.430000 sec): 3 clusters
  Score: Raw -27048901.804630 + Penalty 4105.575178 = -27044796.229452
  nChanged 522
		SP:Iteration 16Q (3968.620000 sec): 3 clusters
  Score: Raw -27049155.264603 + Penalty 4105.575178 = -27045049.689425
  nChanged 388
		SP:Iteration 17Q (3969.860000 sec): 3 clusters
  Score: Raw -27049301.867844 + Penalty 4105.575178 = -27045196.292666
  nChanged 288
		SP:Iteration 18Q (3971.170000 sec): 3 clusters
  Score: Raw -27049399.124794 + Penalty 4105.575178 = -27045293.549616
  nChanged 220
		SP:Iteration 19Q (3972.650000 sec): 3 clusters
  Score: Raw -27049465.694778 + Penalty 4105.575178 = -27045360.119600
  nChanged 182
		SP:Iteration 20F (3974.430000 sec): 3 clusters
  Score: Raw -27049514.620545 + Penalty 4105.575178 = -27045409.045368
  nChanged 176
		SP:Iteration 21Q (3975.710000 sec): 3 clusters
  Score: Raw -27049562.983636 + Penalty 4105.575178 = -27045457.408459
  nChanged 156
		SP:Iteration 22Q (3976.930000 sec): 3 clusters
  Score: Raw -27049598.284104 + Penalty 4105.575178 = -27045492.708926
  nChanged 127
		SP:Iteration 23Q (3978.240000 sec): 3 clusters
  Score: Raw -27049625.906417 + Penalty 4105.575178 = -27045520.331239
  nChanged 103
		SP:Iteration 24Q (3979.530000 sec): 3 clusters
  Score: Raw -27049646.405924 + Penalty 4105.575178 = -27045540.830747
  nChanged 103
		SP:Iteration 25Q (3980.880000 sec): 3 clusters
  Score: Raw -27049663.205464 + Penalty 4105.575178 = -27045557.630287
  nChanged 71
		SP:Iteration 26Q (3982.160000 sec): 3 clusters
  Score: Raw -27049673.681983 + Penalty 4105.575178 = -27045568.106805
  nChanged 68
		SP:Iteration 27Q (3983.500000 sec): 3 clusters
  Score: Raw -27049685.553140 + Penalty 4105.575178 = -27045579.977962
  nChanged 62
		SP:Iteration 28Q (3984.850000 sec): 3 clusters
  Score: Raw -27049696.106834 + Penalty 4105.575178 = -27045590.531657
  nChanged 56
		SP:Iteration 29Q (3986.140000 sec): 3 clusters
  Score: Raw -27049704.525229 + Penalty 4105.575178 = -27045598.950052
  nChanged 45
		SP:Iteration 30Q (3987.400000 sec): 3 clusters
  Score: Raw -27049710.785961 + Penalty 4105.575178 = -27045605.210784
  nChanged 39
		SP:Iteration 31Q (3988.680000 sec): 3 clusters
  Score: Raw -27049716.054584 + Penalty 4105.575178 = -27045610.479406
  nChanged 39
		SP:Iteration 32Q (3990.060000 sec): 3 clusters
  Score: Raw -27049721.077416 + Penalty 4105.575178 = -27045615.502238
  nChanged 41
		SP:Iteration 33Q (3991.360000 sec): 3 clusters
  Score: Raw -27049726.009300 + Penalty 4105.575178 = -27045620.434122
  nChanged 30
		SP:Iteration 34Q (3992.540000 sec): 3 clusters
  Score: Raw -27049729.855209 + Penalty 4105.575178 = -27045624.280031
  nChanged 17
		SP:Iteration 35Q (3993.960000 sec): 3 clusters
  Score: Raw -27049731.990849 + Penalty 4105.575178 = -27045626.415671
  nChanged 20
		SP:Iteration 36Q (3995.230000 sec): 3 clusters
  Score: Raw -27049734.116626 + Penalty 4105.575178 = -27045628.541448
  nChanged 15
		SP:Iteration 37Q (3996.590000 sec): 3 clusters
  Score: Raw -27049735.311349 + Penalty 4105.575178 = -27045629.736171
  nChanged 15
		SP:Iteration 38Q (3997.880000 sec): 3 clusters
  Score: Raw -27049737.092682 + Penalty 4105.575178 = -27045631.517504
  nChanged 15
		SP:Iteration 39Q (3999.210000 sec): 3 clusters
  Score: Raw -27049738.308598 + Penalty 4105.575178 = -27045632.733420
  nChanged 10
		SP:Iteration 40F (4000.680000 sec): 3 clusters
  Score: Raw -27049739.075782 + Penalty 4105.575178 = -27045633.500605
  nChanged 8
		SP:Iteration 41Q (4001.900000 sec): 3 clusters
  Score: Raw -27049739.530148 + Penalty 4105.575178 = -27045633.954970
  nChanged 1
		SP:Iteration 42Q (4003.110000 sec): 3 clusters
  Score: Raw -27049739.557737 + Penalty 4105.575178 = -27045633.982559
  nChanged 0
		SP:Iteration 43F (4004.610000 sec): 3 clusters
  Score: Raw -27049739.557737 + Penalty 4105.575178 = -27045633.982559
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 12 (11263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4004.950000 sec): 2 clusters
  Score: Raw -926650.427248 + Penalty 1516.007723 = -925134.419525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4005.250000 sec): 3 clusters
  Score: Raw -920225.959159 + Penalty 3032.015446 = -917193.943713
  nChanged 4935
		SP:Iteration 1F (4005.490000 sec): 3 clusters
  Score: Raw -923502.422150 + Penalty 3032.015446 = -920470.406704
  nChanged 1071
		SP:Iteration 2F (4005.750000 sec): 3 clusters
  Score: Raw -924465.385022 + Penalty 3032.015446 = -921433.369576
  nChanged 1042
		SP:Iteration 3F (4006.050000 sec): 3 clusters
  Score: Raw -925412.220772 + Penalty 3032.015446 = -922380.205325
  nChanged 860
		SP:Iteration 4F (4006.270000 sec): 3 clusters
  Score: Raw -926152.839993 + Penalty 3032.015446 = -923120.824547
  nChanged 666
		SP:Iteration 5F (4006.540000 sec): 3 clusters
  Score: Raw -926637.506025 + Penalty 3032.015446 = -923605.490579
  nChanged 461
		SP:Iteration 6Q (4006.730000 sec): 3 clusters
  Score: Raw -926948.790446 + Penalty 3032.015446 = -923916.775000
  nChanged 322
		SP:Iteration 7Q (4006.990000 sec): 3 clusters
  Score: Raw -927167.071656 + Penalty 3032.015446 = -924135.056210
  nChanged 283
		SP:Iteration 8Q (4007.200000 sec): 3 clusters
  Score: Raw -927358.653100 + Penalty 3032.015446 = -924326.637654
  nChanged 234
		SP:Iteration 9Q (4007.420000 sec): 3 clusters
  Score: Raw -927536.047753 + Penalty 3032.015446 = -924504.032307
  nChanged 228
		SP:Iteration 10Q (4007.650000 sec): 3 clusters
  Score: Raw -927721.637471 + Penalty 3032.015446 = -924689.622025
  nChanged 215
		SP:Iteration 11Q (4007.870000 sec): 3 clusters
  Score: Raw -927900.914092 + Penalty 3032.015446 = -924868.898646
  nChanged 227
		SP:Iteration 12Q (4008.090000 sec): 3 clusters
  Score: Raw -928107.194437 + Penalty 3032.015446 = -925075.178991
  nChanged 204
		SP:Iteration 13Q (4008.310000 sec): 3 clusters
  Score: Raw -928309.068987 + Penalty 3032.015446 = -925277.053541
  nChanged 181
		SP:Iteration 14Q (4008.520000 sec): 3 clusters
  Score: Raw -928499.289982 + Penalty 3032.015446 = -925467.274535
  nChanged 161
		SP:Iteration 15Q (4008.780000 sec): 3 clusters
  Score: Raw -928635.743640 + Penalty 3032.015446 = -925603.728193
  nChanged 125
		SP:Iteration 16Q (4008.980000 sec): 3 clusters
  Score: Raw -928722.847873 + Penalty 3032.015446 = -925690.832427
  nChanged 107
		SP:Iteration 17Q (4009.230000 sec): 3 clusters
  Score: Raw -928773.167911 + Penalty 3032.015446 = -925741.152465
  nChanged 78
		SP:Iteration 18Q (4009.430000 sec): 3 clusters
  Score: Raw -928800.278768 + Penalty 3032.015446 = -925768.263322
  nChanged 59
		SP:Iteration 19Q (4009.630000 sec): 3 clusters
  Score: Raw -928821.016726 + Penalty 3032.015446 = -925789.001279
  nChanged 46
		SP:Iteration 20F (4009.860000 sec): 3 clusters
  Score: Raw -928835.925459 + Penalty 3032.015446 = -925803.910013
  nChanged 29
		SP:Iteration 21Q (4010.100000 sec): 3 clusters
  Score: Raw -928843.055562 + Penalty 3032.015446 = -925811.040115
  nChanged 25
		SP:Iteration 22Q (4010.350000 sec): 3 clusters
  Score: Raw -928848.148624 + Penalty 3032.015446 = -925816.133178
  nChanged 18
		SP:Iteration 23Q (4010.570000 sec): 3 clusters
  Score: Raw -928851.434908 + Penalty 3032.015446 = -925819.419462
  nChanged 9
		SP:Iteration 24Q (4010.750000 sec): 3 clusters
  Score: Raw -928853.157701 + Penalty 3032.015446 = -925821.142255
  nChanged 5
		SP:Iteration 25Q (4011.030000 sec): 3 clusters
  Score: Raw -928853.964356 + Penalty 3032.015446 = -925821.948910
  nChanged 2
		SP:Iteration 26Q (4011.260000 sec): 3 clusters
  Score: Raw -928854.158935 + Penalty 3032.015446 = -925822.143489
  nChanged 3
		SP:Iteration 27Q (4011.540000 sec): 3 clusters
  Score: Raw -928854.576356 + Penalty 3032.015446 = -925822.560910
  nChanged 4
		SP:Iteration 28Q (4011.810000 sec): 3 clusters
  Score: Raw -928855.041496 + Penalty 3032.015446 = -925823.026050
  nChanged 7
		SP:Iteration 29Q (4012.060000 sec): 3 clusters
  Score: Raw -928855.874219 + Penalty 3032.015446 = -925823.858773
  nChanged 6
		SP:Iteration 30Q (4012.320000 sec): 3 clusters
  Score: Raw -928856.985666 + Penalty 3032.015446 = -925824.970220
  nChanged 7
		SP:Iteration 31Q (4012.530000 sec): 3 clusters
  Score: Raw -928857.907818 + Penalty 3032.015446 = -925825.892372
  nChanged 4
		SP:Iteration 32Q (4012.820000 sec): 3 clusters
  Score: Raw -928858.276097 + Penalty 3032.015446 = -925826.260651
  nChanged 4
		SP:Iteration 33Q (4013.040000 sec): 3 clusters
  Score: Raw -928858.984785 + Penalty 3032.015446 = -925826.969339
  nChanged 3
		SP:Iteration 34Q (4013.290000 sec): 3 clusters
  Score: Raw -928859.651187 + Penalty 3032.015446 = -925827.635740
  nChanged 6
		SP:Iteration 35Q (4013.500000 sec): 3 clusters
  Score: Raw -928860.315046 + Penalty 3032.015446 = -925828.299599
  nChanged 3
		SP:Iteration 36Q (4013.720000 sec): 3 clusters
  Score: Raw -928860.613955 + Penalty 3032.015446 = -925828.598508
  nChanged 2
		SP:Iteration 37Q (4013.950000 sec): 3 clusters
  Score: Raw -928860.846237 + Penalty 3032.015446 = -925828.830791
  nChanged 3
		SP:Iteration 38Q (4014.160000 sec): 3 clusters
  Score: Raw -928861.535524 + Penalty 3032.015446 = -925829.520077
  nChanged 2
		SP:Iteration 39Q (4014.440000 sec): 3 clusters
  Score: Raw -928861.731253 + Penalty 3032.015446 = -925829.715807
  nChanged 2
		SP:Iteration 40F (4014.680000 sec): 3 clusters
  Score: Raw -928862.021703 + Penalty 3032.015446 = -925830.006257
  nChanged 5
		SP:Iteration 41Q (4014.920000 sec): 3 clusters
  Score: Raw -928862.773571 + Penalty 3032.015446 = -925830.758125
  nChanged 5
		SP:Iteration 42Q (4015.120000 sec): 3 clusters
  Score: Raw -928863.492024 + Penalty 3032.015446 = -925831.476578
  nChanged 6
		SP:Iteration 43Q (4015.320000 sec): 3 clusters
  Score: Raw -928864.082923 + Penalty 3032.015446 = -925832.067476
  nChanged 2
		SP:Iteration 44Q (4015.520000 sec): 3 clusters
  Score: Raw -928864.469744 + Penalty 3032.015446 = -925832.454297
  nChanged 4
		SP:Iteration 45Q (4015.730000 sec): 3 clusters
  Score: Raw -928865.320552 + Penalty 3032.015446 = -925833.305106
  nChanged 6
		SP:Iteration 46Q (4015.960000 sec): 3 clusters
  Score: Raw -928866.046154 + Penalty 3032.015446 = -925834.030707
  nChanged 3
		SP:Iteration 47Q (4016.160000 sec): 3 clusters
  Score: Raw -928866.602792 + Penalty 3032.015446 = -925834.587345
  nChanged 3
		SP:Iteration 48Q (4016.410000 sec): 3 clusters
  Score: Raw -928867.088440 + Penalty 3032.015446 = -925835.072994
  nChanged 4
		SP:Iteration 49Q (4016.610000 sec): 3 clusters
  Score: Raw -928867.408157 + Penalty 3032.015446 = -925835.392711
  nChanged 2
		SP:Iteration 50Q (4016.830000 sec): 3 clusters
  Score: Raw -928867.604667 + Penalty 3032.015446 = -925835.589221
  nChanged 1
		SP:Iteration 51Q (4017.050000 sec): 3 clusters
  Score: Raw -928867.817382 + Penalty 3032.015446 = -925835.801936
  nChanged 2
		SP:Iteration 52Q (4017.290000 sec): 3 clusters
  Score: Raw -928867.931208 + Penalty 3032.015446 = -925835.915762
  nChanged 1
		SP:Iteration 53Q (4017.520000 sec): 3 clusters
  Score: Raw -928867.963684 + Penalty 3032.015446 = -925835.948238
  nChanged 0
		SP:Iteration 54F (4017.770000 sec): 3 clusters
  Score: Raw -928867.963684 + Penalty 3032.015446 = -925835.948238
  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 10.68 GB.

 Trying to split cluster 13 (82251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4018.180000 sec): 2 clusters
  Score: Raw -6351561.054903 + Penalty 1839.098759 = -6349721.956144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4018.730000 sec): 3 clusters
  Score: Raw -6298307.354797 + Penalty 3678.197519 = -6294629.157278
  nChanged 39098
		SP:Iteration 1F (4019.260000 sec): 3 clusters
  Score: Raw -6321875.025544 + Penalty 3678.197519 = -6318196.828025
  nChanged 3830
		SP:Iteration 2Q (4019.830000 sec): 3 clusters
  Score: Raw -6323350.820450 + Penalty 3678.197519 = -6319672.622931
  nChanged 4188
		SP:Iteration 3F (4020.370000 sec): 3 clusters
  Score: Raw -6325204.382130 + Penalty 3678.197519 = -6321526.184611
  nChanged 4647
		SP:Iteration 4F (4020.890000 sec): 3 clusters
  Score: Raw -6327425.705172 + Penalty 3678.197519 = -6323747.507653
  nChanged 4780
		SP:Iteration 5F (4021.450000 sec): 3 clusters
  Score: Raw -6329780.528796 + Penalty 3678.197519 = -6326102.331277
  nChanged 4660
		SP:Iteration 6F (4021.970000 sec): 3 clusters
  Score: Raw -6332208.342238 + Penalty 3678.197519 = -6328530.144719
  nChanged 4596
		SP:Iteration 7F (4022.530000 sec): 3 clusters
  Score: Raw -6334883.844058 + Penalty 3678.197519 = -6331205.646540
  nChanged 4499
		SP:Iteration 8F (4023.080000 sec): 3 clusters
  Score: Raw -6337610.403708 + Penalty 3678.197519 = -6333932.206189
  nChanged 4013
		SP:Iteration 9Q (4023.660000 sec): 3 clusters
  Score: Raw -6340205.337620 + Penalty 3678.197519 = -6336527.140101
  nChanged 3510
		SP:Iteration 10Q (4024.280000 sec): 3 clusters
  Score: Raw -6342575.749442 + Penalty 3678.197519 = -6338897.551923
  nChanged 3005
		SP:Iteration 11Q (4024.900000 sec): 3 clusters
  Score: Raw -6344584.235480 + Penalty 3678.197519 = -6340906.037961
  nChanged 2579
		SP:Iteration 12Q (4025.500000 sec): 3 clusters
  Score: Raw -6346177.497665 + Penalty 3678.197519 = -6342499.300147
  nChanged 2253
		SP:Iteration 13Q (4026.150000 sec): 3 clusters
  Score: Raw -6347549.894277 + Penalty 3678.197519 = -6343871.696758
  nChanged 1881
		SP:Iteration 14Q (4026.670000 sec): 3 clusters
  Score: Raw -6348627.181832 + Penalty 3678.197519 = -6344948.984313
  nChanged 1623
		SP:Iteration 15Q (4027.160000 sec): 3 clusters
  Score: Raw -6349517.599981 + Penalty 3678.197519 = -6345839.402463
  nChanged 1436
		SP:Iteration 16Q (4027.630000 sec): 3 clusters
  Score: Raw -6350266.692961 + Penalty 3678.197519 = -6346588.495442
  nChanged 1243
		SP:Iteration 17Q (4028.130000 sec): 3 clusters
  Score: Raw -6350899.613842 + Penalty 3678.197519 = -6347221.416323
  nChanged 1043
		SP:Iteration 18Q (4028.600000 sec): 3 clusters
  Score: Raw -6351384.263386 + Penalty 3678.197519 = -6347706.065867
  nChanged 864
		SP:Iteration 19Q (4029.080000 sec): 3 clusters
  Score: Raw -6351766.472070 + Penalty 3678.197519 = -6348088.274552
  nChanged 746
		SP:Iteration 20F (4029.600000 sec): 3 clusters
  Score: Raw -6352063.819836 + Penalty 3678.197519 = -6348385.622318
  nChanged 646
		SP:Iteration 21Q (4030.120000 sec): 3 clusters
  Score: Raw -6352300.927311 + Penalty 3678.197519 = -6348622.729792
  nChanged 527
		SP:Iteration 22Q (4030.630000 sec): 3 clusters
  Score: Raw -6352468.720256 + Penalty 3678.197519 = -6348790.522737
  nChanged 417
		SP:Iteration 23Q (4031.110000 sec): 3 clusters
  Score: Raw -6352591.633599 + Penalty 3678.197519 = -6348913.436080
  nChanged 399
		SP:Iteration 24Q (4031.590000 sec): 3 clusters
  Score: Raw -6352716.835791 + Penalty 3678.197519 = -6349038.638272
  nChanged 357
		SP:Iteration 25Q (4032.110000 sec): 3 clusters
  Score: Raw -6352822.659718 + Penalty 3678.197519 = -6349144.462199
  nChanged 298
		SP:Iteration 26Q (4032.620000 sec): 3 clusters
  Score: Raw -6352906.714219 + Penalty 3678.197519 = -6349228.516700
  nChanged 288
		SP:Iteration 27Q (4033.160000 sec): 3 clusters
  Score: Raw -6352982.016003 + Penalty 3678.197519 = -6349303.818485
  nChanged 220
		SP:Iteration 28Q (4033.690000 sec): 3 clusters
  Score: Raw -6353041.827689 + Penalty 3678.197519 = -6349363.630170
  nChanged 225
		SP:Iteration 29Q (4034.230000 sec): 3 clusters
  Score: Raw -6353111.255673 + Penalty 3678.197519 = -6349433.058154
  nChanged 220
		SP:Iteration 30Q (4034.780000 sec): 3 clusters
  Score: Raw -6353178.106566 + Penalty 3678.197519 = -6349499.909048
  nChanged 196
		SP:Iteration 31Q (4035.340000 sec): 3 clusters
  Score: Raw -6353240.849458 + Penalty 3678.197519 = -6349562.651939
  nChanged 193
		SP:Iteration 32Q (4035.910000 sec): 3 clusters
  Score: Raw -6353299.187765 + Penalty 3678.197519 = -6349620.990246
  nChanged 200
		SP:Iteration 33Q (4036.430000 sec): 3 clusters
  Score: Raw -6353357.602721 + Penalty 3678.197519 = -6349679.405203
  nChanged 160
		SP:Iteration 34Q (4036.950000 sec): 3 clusters
  Score: Raw -6353396.819993 + Penalty 3678.197519 = -6349718.622474
  nChanged 135
		SP:Iteration 35Q (4037.450000 sec): 3 clusters
  Score: Raw -6353427.380049 + Penalty 3678.197519 = -6349749.182531
  nChanged 114
		SP:Iteration 36Q (4037.990000 sec): 3 clusters
  Score: Raw -6353454.578508 + Penalty 3678.197519 = -6349776.380990
  nChanged 109
		SP:Iteration 37Q (4038.530000 sec): 3 clusters
  Score: Raw -6353476.467596 + Penalty 3678.197519 = -6349798.270078
  nChanged 89
		SP:Iteration 38Q (4039.100000 sec): 3 clusters
  Score: Raw -6353494.707961 + Penalty 3678.197519 = -6349816.510442
  nChanged 77
		SP:Iteration 39Q (4039.650000 sec): 3 clusters
  Score: Raw -6353508.005754 + Penalty 3678.197519 = -6349829.808235
  nChanged 56
		SP:Iteration 40F (4040.230000 sec): 3 clusters
  Score: Raw -6353517.985831 + Penalty 3678.197519 = -6349839.788312
  nChanged 55
		SP:Iteration 41Q (4040.840000 sec): 3 clusters
  Score: Raw -6353526.479120 + Penalty 3678.197519 = -6349848.281601
  nChanged 50
		SP:Iteration 42Q (4041.400000 sec): 3 clusters
  Score: Raw -6353535.259946 + Penalty 3678.197519 = -6349857.062427
  nChanged 46
		SP:Iteration 43Q (4041.880000 sec): 3 clusters
  Score: Raw -6353545.194476 + Penalty 3678.197519 = -6349866.996957
  nChanged 52
		SP:Iteration 44Q (4042.420000 sec): 3 clusters
  Score: Raw -6353554.610592 + Penalty 3678.197519 = -6349876.413073
  nChanged 43
		SP:Iteration 45Q (4042.940000 sec): 3 clusters
  Score: Raw -6353561.712112 + Penalty 3678.197519 = -6349883.514594
  nChanged 49
		SP:Iteration 46Q (4043.550000 sec): 3 clusters
  Score: Raw -6353570.302742 + Penalty 3678.197519 = -6349892.105224
  nChanged 35
		SP:Iteration 47Q (4044.100000 sec): 3 clusters
  Score: Raw -6353576.043600 + Penalty 3678.197519 = -6349897.846081
  nChanged 35
		SP:Iteration 48Q (4044.650000 sec): 3 clusters
  Score: Raw -6353580.816932 + Penalty 3678.197519 = -6349902.619413
  nChanged 24
		SP:Iteration 49Q (4045.200000 sec): 3 clusters
  Score: Raw -6353584.266420 + Penalty 3678.197519 = -6349906.068901
  nChanged 28
		SP:Iteration 50Q (4045.710000 sec): 3 clusters
  Score: Raw -6353587.594536 + Penalty 3678.197519 = -6349909.397017
  nChanged 23
		SP:Iteration 51Q (4046.220000 sec): 3 clusters
  Score: Raw -6353590.539254 + Penalty 3678.197519 = -6349912.341735
  nChanged 19
		SP:Iteration 52Q (4046.760000 sec): 3 clusters
  Score: Raw -6353592.240147 + Penalty 3678.197519 = -6349914.042628
  nChanged 10
		SP:Iteration 53Q (4047.260000 sec): 3 clusters
  Score: Raw -6353592.940543 + Penalty 3678.197519 = -6349914.743024
  nChanged 5
		SP:Iteration 54Q (4047.780000 sec): 3 clusters
  Score: Raw -6353593.291374 + Penalty 3678.197519 = -6349915.093856
  nChanged 5
		SP:Iteration 55Q (4048.360000 sec): 3 clusters
  Score: Raw -6353593.733043 + Penalty 3678.197519 = -6349915.535524
  nChanged 7
		SP:Iteration 56Q (4048.910000 sec): 3 clusters
  Score: Raw -6353594.377616 + Penalty 3678.197519 = -6349916.180097
  nChanged 5
		SP:Iteration 57Q (4049.440000 sec): 3 clusters
  Score: Raw -6353594.802191 + Penalty 3678.197519 = -6349916.604673
  nChanged 4
		SP:Iteration 58Q (4049.980000 sec): 3 clusters
  Score: Raw -6353595.061592 + Penalty 3678.197519 = -6349916.864073
  nChanged 2
		SP:Iteration 59Q (4050.480000 sec): 3 clusters
  Score: Raw -6353595.340355 + Penalty 3678.197519 = -6349917.142836
  nChanged 4
		SP:Iteration 60F (4051.020000 sec): 3 clusters
  Score: Raw -6353595.667908 + Penalty 3678.197519 = -6349917.470389
  nChanged 3
		SP:Iteration 61Q (4051.570000 sec): 3 clusters
  Score: Raw -6353595.986016 + Penalty 3678.197519 = -6349917.788497
  nChanged 4
		SP:Iteration 62Q (4052.110000 sec): 3 clusters
  Score: Raw -6353596.237041 + Penalty 3678.197519 = -6349918.039522
  nChanged 3
		SP:Iteration 63Q (4052.670000 sec): 3 clusters
  Score: Raw -6353596.544003 + Penalty 3678.197519 = -6349918.346484
  nChanged 3
		SP:Iteration 64Q (4053.290000 sec): 3 clusters
  Score: Raw -6353596.834014 + Penalty 3678.197519 = -6349918.636496
  nChanged 4
		SP:Iteration 65Q (4053.770000 sec): 3 clusters
  Score: Raw -6353597.125764 + Penalty 3678.197519 = -6349918.928246
  nChanged 2
		SP:Iteration 66Q (4054.350000 sec): 3 clusters
  Score: Raw -6353597.204060 + Penalty 3678.197519 = -6349919.006541
  nChanged 0
		SP:Iteration 67F (4054.970000 sec): 3 clusters
  Score: Raw -6353597.204060 + Penalty 3678.197519 = -6349919.006541
  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 10.68 GB.

 Trying to split cluster 14 (8908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4055.160000 sec): 2 clusters
  Score: Raw -748391.909772 + Penalty 1477.889567 = -746914.020205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4055.420000 sec): 3 clusters
  Score: Raw -743379.191054 + Penalty 2955.779134 = -740423.411920
  nChanged 3841
		SP:Iteration 1F (4055.620000 sec): 3 clusters
  Score: Raw -745533.234437 + Penalty 2955.779134 = -742577.455303
  nChanged 681
		SP:Iteration 2F (4055.830000 sec): 3 clusters
  Score: Raw -745929.113990 + Penalty 2955.779134 = -742973.334855
  nChanged 617
		SP:Iteration 3F (4056.070000 sec): 3 clusters
  Score: Raw -746311.889247 + Penalty 2955.779134 = -743356.110113
  nChanged 584
		SP:Iteration 4F (4056.300000 sec): 3 clusters
  Score: Raw -746681.149046 + Penalty 2955.779134 = -743725.369912
  nChanged 527
		SP:Iteration 5F (4056.550000 sec): 3 clusters
  Score: Raw -747018.676652 + Penalty 2955.779134 = -744062.897518
  nChanged 464
		SP:Iteration 6F (4056.760000 sec): 3 clusters
  Score: Raw -747316.904195 + Penalty 2955.779134 = -744361.125061
  nChanged 417
		SP:Iteration 7Q (4057.010000 sec): 3 clusters
  Score: Raw -747563.657446 + Penalty 2955.779134 = -744607.878312
  nChanged 342
		SP:Iteration 8Q (4057.230000 sec): 3 clusters
  Score: Raw -747786.415730 + Penalty 2955.779134 = -744830.636596
  nChanged 322
		SP:Iteration 9Q (4057.410000 sec): 3 clusters
  Score: Raw -748007.770025 + Penalty 2955.779134 = -745051.990890
  nChanged 277
		SP:Iteration 10Q (4057.610000 sec): 3 clusters
  Score: Raw -748178.691850 + Penalty 2955.779134 = -745222.912716
  nChanged 225
		SP:Iteration 11Q (4057.840000 sec): 3 clusters
  Score: Raw -748310.985901 + Penalty 2955.779134 = -745355.206767
  nChanged 176
		SP:Iteration 12Q (4058.010000 sec): 3 clusters
  Score: Raw -748410.232405 + Penalty 2955.779134 = -745454.453270
  nChanged 131
		SP:Iteration 13Q (4058.260000 sec): 3 clusters
  Score: Raw -748469.104157 + Penalty 2955.779134 = -745513.325022
  nChanged 95
		SP:Iteration 14Q (4058.480000 sec): 3 clusters
  Score: Raw -748506.564685 + Penalty 2955.779134 = -745550.785550
  nChanged 91
		SP:Iteration 15Q (4058.760000 sec): 3 clusters
  Score: Raw -748543.578968 + Penalty 2955.779134 = -745587.799834
  nChanged 75
		SP:Iteration 16Q (4058.970000 sec): 3 clusters
  Score: Raw -748577.860366 + Penalty 2955.779134 = -745622.081231
  nChanged 70
		SP:Iteration 17Q (4059.210000 sec): 3 clusters
  Score: Raw -748607.709450 + Penalty 2955.779134 = -745651.930315
  nChanged 50
		SP:Iteration 18Q (4059.450000 sec): 3 clusters
  Score: Raw -748626.771472 + Penalty 2955.779134 = -745670.992338
  nChanged 40
		SP:Iteration 19Q (4059.650000 sec): 3 clusters
  Score: Raw -748640.861076 + Penalty 2955.779134 = -745685.081942
  nChanged 38
		SP:Iteration 20F (4059.910000 sec): 3 clusters
  Score: Raw -748655.325688 + Penalty 2955.779134 = -745699.546554
  nChanged 36
		SP:Iteration 21Q (4060.080000 sec): 3 clusters
  Score: Raw -748665.729422 + Penalty 2955.779134 = -745709.950288
  nChanged 29
		SP:Iteration 22Q (4060.290000 sec): 3 clusters
  Score: Raw -748675.267446 + Penalty 2955.779134 = -745719.488312
  nChanged 29
		SP:Iteration 23Q (4060.560000 sec): 3 clusters
  Score: Raw -748684.194096 + Penalty 2955.779134 = -745728.414962
  nChanged 23
		SP:Iteration 24Q (4060.750000 sec): 3 clusters
  Score: Raw -748690.833986 + Penalty 2955.779134 = -745735.054852
  nChanged 22
		SP:Iteration 25Q (4060.990000 sec): 3 clusters
  Score: Raw -748696.542810 + Penalty 2955.779134 = -745740.763676
  nChanged 22
		SP:Iteration 26Q (4061.190000 sec): 3 clusters
  Score: Raw -748702.806742 + Penalty 2955.779134 = -745747.027608
  nChanged 24
		SP:Iteration 27Q (4061.440000 sec): 3 clusters
  Score: Raw -748710.310375 + Penalty 2955.779134 = -745754.531241
  nChanged 16
		SP:Iteration 28Q (4061.670000 sec): 3 clusters
  Score: Raw -748715.083167 + Penalty 2955.779134 = -745759.304033
  nChanged 18
		SP:Iteration 29Q (4061.910000 sec): 3 clusters
  Score: Raw -748719.460618 + Penalty 2955.779134 = -745763.681484
  nChanged 11
		SP:Iteration 30Q (4062.110000 sec): 3 clusters
  Score: Raw -748721.945976 + Penalty 2955.779134 = -745766.166842
  nChanged 11
		SP:Iteration 31Q (4062.310000 sec): 3 clusters
  Score: Raw -748724.706739 + Penalty 2955.779134 = -745768.927605
  nChanged 10
		SP:Iteration 32Q (4062.570000 sec): 3 clusters
  Score: Raw -748727.013424 + Penalty 2955.779134 = -745771.234290
  nChanged 8
		SP:Iteration 33Q (4062.790000 sec): 3 clusters
  Score: Raw -748728.832835 + Penalty 2955.779134 = -745773.053701
  nChanged 6
		SP:Iteration 34Q (4063.080000 sec): 3 clusters
  Score: Raw -748730.542855 + Penalty 2955.779134 = -745774.763721
  nChanged 7
		SP:Iteration 35Q (4063.270000 sec): 3 clusters
  Score: Raw -748732.270717 + Penalty 2955.779134 = -745776.491582
  nChanged 7
		SP:Iteration 36Q (4063.490000 sec): 3 clusters
  Score: Raw -748733.801986 + Penalty 2955.779134 = -745778.022852
  nChanged 7
		SP:Iteration 37Q (4063.720000 sec): 3 clusters
  Score: Raw -748735.544931 + Penalty 2955.779134 = -745779.765797
  nChanged 7
		SP:Iteration 38Q (4063.910000 sec): 3 clusters
  Score: Raw -748738.100341 + Penalty 2955.779134 = -745782.321207
  nChanged 12
		SP:Iteration 39Q (4064.120000 sec): 3 clusters
  Score: Raw -748741.513510 + Penalty 2955.779134 = -745785.734376
  nChanged 9
		SP:Iteration 40F (4064.390000 sec): 3 clusters
  Score: Raw -748743.244363 + Penalty 2955.779134 = -745787.465229
  nChanged 5
		SP:Iteration 41Q (4064.570000 sec): 3 clusters
  Score: Raw -748744.235175 + Penalty 2955.779134 = -745788.456041
  nChanged 3
		SP:Iteration 42Q (4064.800000 sec): 3 clusters
  Score: Raw -748744.787092 + Penalty 2955.779134 = -745789.007958
  nChanged 1
		SP:Iteration 43Q (4065.030000 sec): 3 clusters
  Score: Raw -748745.171389 + Penalty 2955.779134 = -745789.392255
  nChanged 1
		SP:Iteration 44Q (4065.250000 sec): 3 clusters
  Score: Raw -748745.293079 + Penalty 2955.779134 = -745789.513945
  nChanged 1
		SP:Iteration 45Q (4065.470000 sec): 3 clusters
  Score: Raw -748745.395404 + Penalty 2955.779134 = -745789.616270
  nChanged 1
		SP:Iteration 46Q (4065.690000 sec): 3 clusters
  Score: Raw -748745.861529 + Penalty 2955.779134 = -745790.082394
  nChanged 2
		SP:Iteration 47Q (4065.950000 sec): 3 clusters
  Score: Raw -748746.194348 + Penalty 2955.779134 = -745790.415214
  nChanged 0
		SP:Iteration 48F (4066.170000 sec): 3 clusters
  Score: Raw -748746.194348 + Penalty 2955.779134 = -745790.415214
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 15 (33745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4066.450000 sec): 2 clusters
  Score: Raw -3014644.815542 + Penalty 1694.320475 = -3012950.495067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4066.830000 sec): 3 clusters
  Score: Raw -2993677.799437 + Penalty 3388.640950 = -2990289.158488
  nChanged 15536
		SP:Iteration 1F (4067.100000 sec): 3 clusters
  Score: Raw -3002214.393951 + Penalty 3388.640950 = -2998825.753001
  nChanged 1351
		SP:Iteration 2Q (4067.490000 sec): 3 clusters
  Score: Raw -3002627.341456 + Penalty 3388.640950 = -2999238.700507
  nChanged 1407
		SP:Iteration 3Q (4067.800000 sec): 3 clusters
  Score: Raw -3003176.491551 + Penalty 3388.640950 = -2999787.850602
  nChanged 1655
		SP:Iteration 4Q (4068.140000 sec): 3 clusters
  Score: Raw -3003939.640992 + Penalty 3388.640950 = -3000551.000042
  nChanged 1954
		SP:Iteration 5F (4068.500000 sec): 3 clusters
  Score: Raw -3005049.641835 + Penalty 3388.640950 = -3001661.000886
  nChanged 2360
		SP:Iteration 6F (4068.800000 sec): 3 clusters
  Score: Raw -3006739.217532 + Penalty 3388.640950 = -3003350.576582
  nChanged 2649
		SP:Iteration 7F (4069.160000 sec): 3 clusters
  Score: Raw -3008976.871255 + Penalty 3388.640950 = -3005588.230305
  nChanged 2447
		SP:Iteration 8F (4069.500000 sec): 3 clusters
  Score: Raw -3011257.814904 + Penalty 3388.640950 = -3007869.173955
  nChanged 1701
		SP:Iteration 9F (4069.940000 sec): 3 clusters
  Score: Raw -3013001.647155 + Penalty 3388.640950 = -3009613.006206
  nChanged 984
		SP:Iteration 10Q (4070.270000 sec): 3 clusters
  Score: Raw -3014048.594090 + Penalty 3388.640950 = -3010659.953140
  nChanged 579
		SP:Iteration 11Q (4070.630000 sec): 3 clusters
  Score: Raw -3014667.684525 + Penalty 3388.640950 = -3011279.043576
  nChanged 382
		SP:Iteration 12Q (4071.030000 sec): 3 clusters
  Score: Raw -3015147.643196 + Penalty 3388.640950 = -3011759.002246
  nChanged 269
		SP:Iteration 13Q (4071.420000 sec): 3 clusters
  Score: Raw -3015456.016466 + Penalty 3388.640950 = -3012067.375517
  nChanged 243
		SP:Iteration 14Q (4071.750000 sec): 3 clusters
  Score: Raw -3015609.808651 + Penalty 3388.640950 = -3012221.167701
  nChanged 172
		SP:Iteration 15Q (4072.120000 sec): 3 clusters
  Score: Raw -3015699.777779 + Penalty 3388.640950 = -3012311.136830
  nChanged 153
		SP:Iteration 16Q (4072.440000 sec): 3 clusters
  Score: Raw -3015772.788834 + Penalty 3388.640950 = -3012384.147884
  nChanged 131
		SP:Iteration 17Q (4072.780000 sec): 3 clusters
  Score: Raw -3015826.579099 + Penalty 3388.640950 = -3012437.938149
  nChanged 108
		SP:Iteration 18Q (4073.160000 sec): 3 clusters
  Score: Raw -3015875.353023 + Penalty 3388.640950 = -3012486.712073
  nChanged 106
		SP:Iteration 19Q (4073.520000 sec): 3 clusters
  Score: Raw -3015910.253872 + Penalty 3388.640950 = -3012521.612923
  nChanged 73
		SP:Iteration 20F (4073.830000 sec): 3 clusters
  Score: Raw -3015929.425524 + Penalty 3388.640950 = -3012540.784574
  nChanged 63
		SP:Iteration 21Q (4074.230000 sec): 3 clusters
  Score: Raw -3015946.031752 + Penalty 3388.640950 = -3012557.390803
  nChanged 56
		SP:Iteration 22Q (4074.550000 sec): 3 clusters
  Score: Raw -3015959.282199 + Penalty 3388.640950 = -3012570.641249
  nChanged 46
		SP:Iteration 23Q (4074.870000 sec): 3 clusters
  Score: Raw -3015971.872367 + Penalty 3388.640950 = -3012583.231417
  nChanged 42
		SP:Iteration 24Q (4075.280000 sec): 3 clusters
  Score: Raw -3015981.820150 + Penalty 3388.640950 = -3012593.179201
  nChanged 32
		SP:Iteration 25Q (4075.630000 sec): 3 clusters
  Score: Raw -3015988.588170 + Penalty 3388.640950 = -3012599.947220
  nChanged 29
		SP:Iteration 26Q (4075.960000 sec): 3 clusters
  Score: Raw -3015995.137904 + Penalty 3388.640950 = -3012606.496954
  nChanged 22
		SP:Iteration 27Q (4076.330000 sec): 3 clusters
  Score: Raw -3015999.118948 + Penalty 3388.640950 = -3012610.477998
  nChanged 19
		SP:Iteration 28Q (4076.680000 sec): 3 clusters
  Score: Raw -3016001.978031 + Penalty 3388.640950 = -3012613.337082
  nChanged 17
		SP:Iteration 29Q (4077.020000 sec): 3 clusters
  Score: Raw -3016004.615504 + Penalty 3388.640950 = -3012615.974554
  nChanged 23
		SP:Iteration 30Q (4077.330000 sec): 3 clusters
  Score: Raw -3016008.410660 + Penalty 3388.640950 = -3012619.769711
  nChanged 18
		SP:Iteration 31Q (4077.670000 sec): 3 clusters
  Score: Raw -3016011.392809 + Penalty 3388.640950 = -3012622.751859
  nChanged 11
		SP:Iteration 32Q (4078.060000 sec): 3 clusters
  Score: Raw -3016012.938596 + Penalty 3388.640950 = -3012624.297646
  nChanged 6
		SP:Iteration 33Q (4078.390000 sec): 3 clusters
  Score: Raw -3016013.710319 + Penalty 3388.640950 = -3012625.069369
  nChanged 5
		SP:Iteration 34Q (4078.800000 sec): 3 clusters
  Score: Raw -3016014.449847 + Penalty 3388.640950 = -3012625.808897
  nChanged 6
		SP:Iteration 35Q (4079.120000 sec): 3 clusters
  Score: Raw -3016015.529620 + Penalty 3388.640950 = -3012626.888670
  nChanged 9
		SP:Iteration 36Q (4079.450000 sec): 3 clusters
  Score: Raw -3016016.793579 + Penalty 3388.640950 = -3012628.152629
  nChanged 5
		SP:Iteration 37Q (4079.760000 sec): 3 clusters
  Score: Raw -3016017.445883 + Penalty 3388.640950 = -3012628.804933
  nChanged 4
		SP:Iteration 38Q (4080.110000 sec): 3 clusters
  Score: Raw -3016017.920275 + Penalty 3388.640950 = -3012629.279325
  nChanged 4
		SP:Iteration 39Q (4080.430000 sec): 3 clusters
  Score: Raw -3016018.488598 + Penalty 3388.640950 = -3012629.847648
  nChanged 3
		SP:Iteration 40F (4080.760000 sec): 3 clusters
  Score: Raw -3016018.812261 + Penalty 3388.640950 = -3012630.171311
  nChanged 6
		SP:Iteration 41Q (4081.100000 sec): 3 clusters
  Score: Raw -3016019.483931 + Penalty 3388.640950 = -3012630.842981
  nChanged 8
		SP:Iteration 42Q (4081.480000 sec): 3 clusters
  Score: Raw -3016020.815027 + Penalty 3388.640950 = -3012632.174077
  nChanged 5
		SP:Iteration 43Q (4081.840000 sec): 3 clusters
  Score: Raw -3016021.359255 + Penalty 3388.640950 = -3012632.718305
  nChanged 5
		SP:Iteration 44Q (4082.200000 sec): 3 clusters
  Score: Raw -3016022.164755 + Penalty 3388.640950 = -3012633.523806
  nChanged 5
		SP:Iteration 45Q (4082.550000 sec): 3 clusters
  Score: Raw -3016022.781255 + Penalty 3388.640950 = -3012634.140306
  nChanged 6
		SP:Iteration 46Q (4082.910000 sec): 3 clusters
  Score: Raw -3016023.343339 + Penalty 3388.640950 = -3012634.702390
  nChanged 3
		SP:Iteration 47Q (4083.310000 sec): 3 clusters
  Score: Raw -3016023.902890 + Penalty 3388.640950 = -3012635.261940
  nChanged 10
		SP:Iteration 48Q (4083.600000 sec): 3 clusters
  Score: Raw -3016025.387958 + Penalty 3388.640950 = -3012636.747009
  nChanged 11
		SP:Iteration 49Q (4083.970000 sec): 3 clusters
  Score: Raw -3016026.977556 + Penalty 3388.640950 = -3012638.336606
  nChanged 9
		SP:Iteration 50Q (4084.320000 sec): 3 clusters
  Score: Raw -3016028.438624 + Penalty 3388.640950 = -3012639.797675
  nChanged 9
		SP:Iteration 51Q (4084.740000 sec): 3 clusters
  Score: Raw -3016029.710947 + Penalty 3388.640950 = -3012641.069997
  nChanged 7
		SP:Iteration 52Q (4085.120000 sec): 3 clusters
  Score: Raw -3016030.418821 + Penalty 3388.640950 = -3012641.777871
  nChanged 10
		SP:Iteration 53Q (4085.440000 sec): 3 clusters
  Score: Raw -3016031.528807 + Penalty 3388.640950 = -3012642.887857
  nChanged 4
		SP:Iteration 54Q (4085.790000 sec): 3 clusters
  Score: Raw -3016032.199466 + Penalty 3388.640950 = -3012643.558516
  nChanged 9
		SP:Iteration 55Q (4086.160000 sec): 3 clusters
  Score: Raw -3016033.338343 + Penalty 3388.640950 = -3012644.697393
  nChanged 6
		SP:Iteration 56Q (4086.500000 sec): 3 clusters
  Score: Raw -3016033.766319 + Penalty 3388.640950 = -3012645.125369
  nChanged 1
		SP:Iteration 57Q (4086.850000 sec): 3 clusters
  Score: Raw -3016033.807464 + Penalty 3388.640950 = -3012645.166515
  nChanged 0
		SP:Iteration 58F (4087.240000 sec): 3 clusters
  Score: Raw -3016033.807464 + Penalty 3388.640950 = -3012645.166515
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 16 (789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4087.380000 sec): 2 clusters
  Score: Raw -67424.259156 + Penalty 1083.999527 = -66340.259629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4087.540000 sec): 3 clusters
  Score: Raw -67230.326588 + Penalty 2167.999054 = -65062.327533
  nChanged 210
		SP:Iteration 1F (4087.740000 sec): 3 clusters
  Score: Raw -67450.683267 + Penalty 2167.999054 = -65282.684212
  nChanged 71
		SP:Iteration 2F (4087.920000 sec): 3 clusters
  Score: Raw -67540.261185 + Penalty 2167.999054 = -65372.262130
  nChanged 48
		SP:Iteration 3F (4088.120000 sec): 3 clusters
  Score: Raw -67615.011583 + Penalty 2167.999054 = -65447.012529
  nChanged 36
		SP:Iteration 4Q (4088.270000 sec): 3 clusters
  Score: Raw -67685.275026 + Penalty 2167.999054 = -65517.275972
  nChanged 35
		SP:Iteration 5Q (4088.530000 sec): 3 clusters
  Score: Raw -67768.926964 + Penalty 2167.999054 = -65600.927910
  nChanged 47
		SP:Iteration 6F (4088.710000 sec): 3 clusters
  Score: Raw -67903.958883 + Penalty 2167.999054 = -65735.959829
  nChanged 43
		SP:Iteration 7F (4088.890000 sec): 3 clusters
  Score: Raw -68106.514226 + Penalty 2167.999054 = -65938.515172
  nChanged 36
		SP:Iteration 8Q (4089.060000 sec): 3 clusters
  Score: Raw -68217.606092 + Penalty 2167.999054 = -66049.607038
  nChanged 29
		SP:Iteration 9Q (4089.240000 sec): 3 clusters
  Score: Raw -68275.570749 + Penalty 2167.999054 = -66107.571695
  nChanged 16
		SP:Iteration 10Q (4089.490000 sec): 3 clusters
  Score: Raw -68312.285206 + Penalty 2167.999054 = -66144.286152
  nChanged 14
		SP:Iteration 11Q (4089.700000 sec): 3 clusters
  Score: Raw -68335.814684 + Penalty 2167.999054 = -66167.815629
  nChanged 8
		SP:Iteration 12Q (4089.860000 sec): 3 clusters
  Score: Raw -68354.078428 + Penalty 2167.999054 = -66186.079374
  nChanged 7
		SP:Iteration 13Q (4090.060000 sec): 3 clusters
  Score: Raw -68363.813153 + Penalty 2167.999054 = -66195.814099
  nChanged 5
		SP:Iteration 14Q (4090.240000 sec): 3 clusters
  Score: Raw -68372.474554 + Penalty 2167.999054 = -66204.475500
  nChanged 9
		SP:Iteration 15Q (4090.420000 sec): 3 clusters
  Score: Raw -68400.212244 + Penalty 2167.999054 = -66232.213190
  nChanged 17
		SP:Iteration 16Q (4090.600000 sec): 3 clusters
  Score: Raw -68515.216247 + Penalty 2167.999054 = -66347.217193
  nChanged 17
		SP:Iteration 17Q (4090.830000 sec): 3 clusters
  Score: Raw -68802.877975 + Penalty 2167.999054 = -66634.878921
  nChanged 7
		SP:Iteration 18Q (4091.020000 sec): 3 clusters
  Score: Raw -68880.610022 + Penalty 2167.999054 = -66712.610967
  nChanged 2
		SP:Iteration 19Q (4091.180000 sec): 3 clusters
  Score: Raw -68883.613789 + Penalty 2167.999054 = -66715.614734
  nChanged 0
		SP:Iteration 20F (4091.350000 sec): 3 clusters
  Score: Raw -68883.613789 + Penalty 2167.999054 = -66715.614734
  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 10.68 GB.

 Trying to split cluster 17 (7765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4091.500000 sec): 2 clusters
  Score: Raw -587192.020241 + Penalty 1455.574532 = -585736.445709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4091.760000 sec): 3 clusters
  Score: Raw -583054.111816 + Penalty 2911.149064 = -580142.962752
  nChanged 3315
		SP:Iteration 1F (4092.020000 sec): 3 clusters
  Score: Raw -585215.677367 + Penalty 2911.149064 = -582304.528303
  nChanged 693
		SP:Iteration 2F (4092.220000 sec): 3 clusters
  Score: Raw -585890.269177 + Penalty 2911.149064 = -582979.120113
  nChanged 665
		SP:Iteration 3F (4092.430000 sec): 3 clusters
  Score: Raw -586596.605293 + Penalty 2911.149064 = -583685.456229
  nChanged 705
		SP:Iteration 4F (4092.680000 sec): 3 clusters
  Score: Raw -587538.409249 + Penalty 2911.149064 = -584627.260185
  nChanged 738
		SP:Iteration 5F (4092.870000 sec): 3 clusters
  Score: Raw -588631.062903 + Penalty 2911.149064 = -585719.913839
  nChanged 643
		SP:Iteration 6F (4093.080000 sec): 3 clusters
  Score: Raw -589637.773540 + Penalty 2911.149064 = -586726.624476
  nChanged 436
		SP:Iteration 7F (4093.330000 sec): 3 clusters
  Score: Raw -590175.368682 + Penalty 2911.149064 = -587264.219618
  nChanged 223
		SP:Iteration 8Q (4093.550000 sec): 3 clusters
  Score: Raw -590308.988551 + Penalty 2911.149064 = -587397.839487
  nChanged 101
		SP:Iteration 9Q (4093.770000 sec): 3 clusters
  Score: Raw -590339.882410 + Penalty 2911.149064 = -587428.733346
  nChanged 36
		SP:Iteration 10Q (4093.980000 sec): 3 clusters
  Score: Raw -590348.367620 + Penalty 2911.149064 = -587437.218556
  nChanged 29
		SP:Iteration 11Q (4094.220000 sec): 3 clusters
  Score: Raw -590353.012820 + Penalty 2911.149064 = -587441.863756
  nChanged 10
		SP:Iteration 12Q (4094.460000 sec): 3 clusters
  Score: Raw -590354.240380 + Penalty 2911.149064 = -587443.091316
  nChanged 6
		SP:Iteration 13Q (4094.700000 sec): 3 clusters
  Score: Raw -590354.969286 + Penalty 2911.149064 = -587443.820222
  nChanged 4
		SP:Iteration 14Q (4094.940000 sec): 3 clusters
  Score: Raw -590355.463156 + Penalty 2911.149064 = -587444.314092
  nChanged 2
		SP:Iteration 15Q (4095.150000 sec): 3 clusters
  Score: Raw -590355.933885 + Penalty 2911.149064 = -587444.784821
  nChanged 4
		SP:Iteration 16Q (4095.420000 sec): 3 clusters
  Score: Raw -590356.367610 + Penalty 2911.149064 = -587445.218546
  nChanged 1
		SP:Iteration 17Q (4095.680000 sec): 3 clusters
  Score: Raw -590356.461493 + Penalty 2911.149064 = -587445.312429
  nChanged 1
		SP:Iteration 18Q (4095.870000 sec): 3 clusters
  Score: Raw -590356.531999 + Penalty 2911.149064 = -587445.382935
  nChanged 0
		SP:Iteration 19F (4096.090000 sec): 3 clusters
  Score: Raw -590356.531999 + Penalty 2911.149064 = -587445.382935
  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 10.68 GB.

 Trying to split cluster 18 (4201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4096.220000 sec): 2 clusters
  Score: Raw -342614.854091 + Penalty 1355.750154 = -341259.103936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4096.450000 sec): 3 clusters
  Score: Raw -340674.499595 + Penalty 2711.500308 = -337962.999287
  nChanged 1721
		SP:Iteration 1F (4096.610000 sec): 3 clusters
  Score: Raw -343576.168776 + Penalty 2711.500308 = -340864.668468
  nChanged 791
		SP:Iteration 2F (4096.840000 sec): 3 clusters
  Score: Raw -345180.400042 + Penalty 2711.500308 = -342468.899734
  nChanged 505
		SP:Iteration 3F (4097.040000 sec): 3 clusters
  Score: Raw -345983.537190 + Penalty 2711.500308 = -343272.036882
  nChanged 194
		SP:Iteration 4Q (4097.250000 sec): 3 clusters
  Score: Raw -346310.504534 + Penalty 2711.500308 = -343599.004226
  nChanged 90
		SP:Iteration 5Q (4097.470000 sec): 3 clusters
  Score: Raw -346450.233071 + Penalty 2711.500308 = -343738.732763
  nChanged 52
		SP:Iteration 6Q (4097.660000 sec): 3 clusters
  Score: Raw -346525.126359 + Penalty 2711.500308 = -343813.626051
  nChanged 33
		SP:Iteration 7Q (4097.840000 sec): 3 clusters
  Score: Raw -346557.411351 + Penalty 2711.500308 = -343845.911043
  nChanged 14
		SP:Iteration 8Q (4098.020000 sec): 3 clusters
  Score: Raw -346574.670052 + Penalty 2711.500308 = -343863.169744
  nChanged 10
		SP:Iteration 9Q (4098.220000 sec): 3 clusters
  Score: Raw -346588.513498 + Penalty 2711.500308 = -343877.013190
  nChanged 11
		SP:Iteration 10Q (4098.420000 sec): 3 clusters
  Score: Raw -346602.264088 + Penalty 2711.500308 = -343890.763780
  nChanged 13
		SP:Iteration 11Q (4098.590000 sec): 3 clusters
  Score: Raw -346616.809071 + Penalty 2711.500308 = -343905.308763
  nChanged 16
		SP:Iteration 12Q (4098.810000 sec): 3 clusters
  Score: Raw -346629.293034 + Penalty 2711.500308 = -343917.792726
  nChanged 9
		SP:Iteration 13Q (4098.990000 sec): 3 clusters
  Score: Raw -346637.493356 + Penalty 2711.500308 = -343925.993048
  nChanged 4
		SP:Iteration 14Q (4099.170000 sec): 3 clusters
  Score: Raw -346640.751217 + Penalty 2711.500308 = -343929.250909
  nChanged 5
		SP:Iteration 15Q (4099.390000 sec): 3 clusters
  Score: Raw -346646.878078 + Penalty 2711.500308 = -343935.377770
  nChanged 9
		SP:Iteration 16Q (4099.570000 sec): 3 clusters
  Score: Raw -346659.731086 + Penalty 2711.500308 = -343948.230778
  nChanged 12
		SP:Iteration 17Q (4099.750000 sec): 3 clusters
  Score: Raw -346679.634420 + Penalty 2711.500308 = -343968.134112
  nChanged 13
		SP:Iteration 18Q (4099.900000 sec): 3 clusters
  Score: Raw -346709.787715 + Penalty 2711.500308 = -343998.287407
  nChanged 14
		SP:Iteration 19Q (4100.090000 sec): 3 clusters
  Score: Raw -346746.118919 + Penalty 2711.500308 = -344034.618611
  nChanged 18
		SP:Iteration 20F (4100.300000 sec): 3 clusters
  Score: Raw -346790.850613 + Penalty 2711.500308 = -344079.350305
  nChanged 15
		SP:Iteration 21Q (4100.510000 sec): 3 clusters
  Score: Raw -346821.473532 + Penalty 2711.500308 = -344109.973223
  nChanged 12
		SP:Iteration 22Q (4100.710000 sec): 3 clusters
  Score: Raw -346853.451233 + Penalty 2711.500308 = -344141.950925
  nChanged 9
		SP:Iteration 23Q (4100.890000 sec): 3 clusters
  Score: Raw -346883.511529 + Penalty 2711.500308 = -344172.011221
  nChanged 10
		SP:Iteration 24Q (4101.080000 sec): 3 clusters
  Score: Raw -346929.606304 + Penalty 2711.500308 = -344218.105996
  nChanged 4
		SP:Iteration 25Q (4101.300000 sec): 3 clusters
  Score: Raw -346941.782159 + Penalty 2711.500308 = -344230.281851
  nChanged 3
		SP:Iteration 26Q (4101.530000 sec): 3 clusters
  Score: Raw -346952.103659 + Penalty 2711.500308 = -344240.603351
  nChanged 1
		SP:Iteration 27Q (4101.740000 sec): 3 clusters
  Score: Raw -346954.360247 + Penalty 2711.500308 = -344242.859939
  nChanged 1
		SP:Iteration 28Q (4101.930000 sec): 3 clusters
  Score: Raw -346955.085542 + Penalty 2711.500308 = -344243.585234
  nChanged 0
		SP:Iteration 29F (4102.110000 sec): 3 clusters
  Score: Raw -346955.085542 + Penalty 2711.500308 = -344243.585234
  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 10.68 GB.

 Trying to split cluster 19 (180614 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4103.050000 sec): 2 clusters
  Score: Raw -15557103.509064 + Penalty 1966.919083 = -15555136.589981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4103.930000 sec): 3 clusters
  Score: Raw -15437790.474216 + Penalty 3933.838167 = -15433856.636049
  nChanged 87470
		SP:Iteration 1F (4104.790000 sec): 3 clusters
  Score: Raw -15490022.636250 + Penalty 3933.838167 = -15486088.798083
  nChanged 6587
		SP:Iteration 2Q (4105.730000 sec): 3 clusters
  Score: Raw -15492069.382997 + Penalty 3933.838167 = -15488135.544830
  nChanged 8038
		SP:Iteration 3Q (4106.730000 sec): 3 clusters
  Score: Raw -15495329.320499 + Penalty 3933.838167 = -15491395.482332
  nChanged 9704
		SP:Iteration 4F (4107.640000 sec): 3 clusters
  Score: Raw -15500471.528510 + Penalty 3933.838167 = -15496537.690343
  nChanged 11667
		SP:Iteration 5F (4108.620000 sec): 3 clusters
  Score: Raw -15508062.620311 + Penalty 3933.838167 = -15504128.782145
  nChanged 12561
		SP:Iteration 6F (4109.550000 sec): 3 clusters
  Score: Raw -15517688.158018 + Penalty 3933.838167 = -15513754.319851
  nChanged 11801
		SP:Iteration 7F (4110.380000 sec): 3 clusters
  Score: Raw -15527687.390007 + Penalty 3933.838167 = -15523753.551840
  nChanged 9373
		SP:Iteration 8F (4111.280000 sec): 3 clusters
  Score: Raw -15536252.257058 + Penalty 3933.838167 = -15532318.418891
  nChanged 6885
		SP:Iteration 9Q (4112.380000 sec): 3 clusters
  Score: Raw -15542600.521395 + Penalty 3933.838167 = -15538666.683229
  nChanged 4568
		SP:Iteration 10Q (4113.380000 sec): 3 clusters
  Score: Raw -15546458.869230 + Penalty 3933.838167 = -15542525.031063
  nChanged 3160
		SP:Iteration 11Q (4114.280000 sec): 3 clusters
  Score: Raw -15548839.681318 + Penalty 3933.838167 = -15544905.843152
  nChanged 2372
		SP:Iteration 12Q (4115.200000 sec): 3 clusters
  Score: Raw -15550448.649329 + Penalty 3933.838167 = -15546514.811163
  nChanged 1805
		SP:Iteration 13Q (4116.080000 sec): 3 clusters
  Score: Raw -15551598.007242 + Penalty 3933.838167 = -15547664.169075
  nChanged 1447
		SP:Iteration 14Q (4116.880000 sec): 3 clusters
  Score: Raw -15552454.628035 + Penalty 3933.838167 = -15548520.789868
  nChanged 1244
		SP:Iteration 15Q (4117.660000 sec): 3 clusters
  Score: Raw -15553176.845777 + Penalty 3933.838167 = -15549243.007610
  nChanged 1118
		SP:Iteration 16Q (4118.440000 sec): 3 clusters
  Score: Raw -15553819.471456 + Penalty 3933.838167 = -15549885.633289
  nChanged 962
		SP:Iteration 17Q (4119.220000 sec): 3 clusters
  Score: Raw -15554331.818802 + Penalty 3933.838167 = -15550397.980635
  nChanged 817
		SP:Iteration 18Q (4120.070000 sec): 3 clusters
  Score: Raw -15554736.225885 + Penalty 3933.838167 = -15550802.387718
  nChanged 708
		SP:Iteration 19Q (4120.990000 sec): 3 clusters
  Score: Raw -15555062.487887 + Penalty 3933.838167 = -15551128.649721
  nChanged 634
		SP:Iteration 20F (4121.960000 sec): 3 clusters
  Score: Raw -15555343.554494 + Penalty 3933.838167 = -15551409.716327
  nChanged 541
		SP:Iteration 21Q (4122.840000 sec): 3 clusters
  Score: Raw -15555573.733812 + Penalty 3933.838167 = -15551639.895646
  nChanged 516
		SP:Iteration 22Q (4123.760000 sec): 3 clusters
  Score: Raw -15555796.763940 + Penalty 3933.838167 = -15551862.925773
  nChanged 477
		SP:Iteration 23Q (4124.560000 sec): 3 clusters
  Score: Raw -15556000.444866 + Penalty 3933.838167 = -15552066.606699
  nChanged 457
		SP:Iteration 24Q (4125.370000 sec): 3 clusters
  Score: Raw -15556186.484114 + Penalty 3933.838167 = -15552252.645947
  nChanged 397
		SP:Iteration 25Q (4126.230000 sec): 3 clusters
  Score: Raw -15556359.822727 + Penalty 3933.838167 = -15552425.984560
  nChanged 386
		SP:Iteration 26Q (4127.120000 sec): 3 clusters
  Score: Raw -15556517.431754 + Penalty 3933.838167 = -15552583.593588
  nChanged 326
		SP:Iteration 27Q (4128.070000 sec): 3 clusters
  Score: Raw -15556642.848914 + Penalty 3933.838167 = -15552709.010747
  nChanged 297
		SP:Iteration 28Q (4129.030000 sec): 3 clusters
  Score: Raw -15556751.108795 + Penalty 3933.838167 = -15552817.270628
  nChanged 233
		SP:Iteration 29Q (4129.850000 sec): 3 clusters
  Score: Raw -15556831.670872 + Penalty 3933.838167 = -15552897.832705
  nChanged 203
		SP:Iteration 30Q (4130.790000 sec): 3 clusters
  Score: Raw -15556902.671099 + Penalty 3933.838167 = -15552968.832933
  nChanged 179
		SP:Iteration 31Q (4131.690000 sec): 3 clusters
  Score: Raw -15556961.508561 + Penalty 3933.838167 = -15553027.670394
  nChanged 153
		SP:Iteration 32Q (4132.550000 sec): 3 clusters
  Score: Raw -15557009.241450 + Penalty 3933.838167 = -15553075.403284
  nChanged 145
		SP:Iteration 33Q (4133.430000 sec): 3 clusters
  Score: Raw -15557057.722643 + Penalty 3933.838167 = -15553123.884476
  nChanged 145
		SP:Iteration 34Q (4134.350000 sec): 3 clusters
  Score: Raw -15557104.231029 + Penalty 3933.838167 = -15553170.392862
  nChanged 104
		SP:Iteration 35Q (4135.230000 sec): 3 clusters
  Score: Raw -15557135.196231 + Penalty 3933.838167 = -15553201.358064
  nChanged 116
		SP:Iteration 36Q (4136.060000 sec): 3 clusters
  Score: Raw -15557171.006559 + Penalty 3933.838167 = -15553237.168392
  nChanged 89
		SP:Iteration 37Q (4136.710000 sec): 3 clusters
  Score: Raw -15557202.234907 + Penalty 3933.838167 = -15553268.396740
  nChanged 90
		SP:Iteration 38Q (4137.480000 sec): 3 clusters
  Score: Raw -15557233.222274 + Penalty 3933.838167 = -15553299.384107
  nChanged 81
		SP:Iteration 39Q (4138.240000 sec): 3 clusters
  Score: Raw -15557259.106666 + Penalty 3933.838167 = -15553325.268499
  nChanged 72
		SP:Iteration 40F (4139.070000 sec): 3 clusters
  Score: Raw -15557280.737118 + Penalty 3933.838167 = -15553346.898951
  nChanged 62
		SP:Iteration 41Q (4139.930000 sec): 3 clusters
  Score: Raw -15557300.026732 + Penalty 3933.838167 = -15553366.188565
  nChanged 51
		SP:Iteration 42Q (4140.800000 sec): 3 clusters
  Score: Raw -15557317.114180 + Penalty 3933.838167 = -15553383.276013
  nChanged 60
		SP:Iteration 43Q (4141.600000 sec): 3 clusters
  Score: Raw -15557334.504987 + Penalty 3933.838167 = -15553400.666820
  nChanged 41
		SP:Iteration 44Q (4142.440000 sec): 3 clusters
  Score: Raw -15557348.395409 + Penalty 3933.838167 = -15553414.557243
  nChanged 43
		SP:Iteration 45Q (4143.330000 sec): 3 clusters
  Score: Raw -15557361.773851 + Penalty 3933.838167 = -15553427.935685
  nChanged 36
		SP:Iteration 46Q (4144.210000 sec): 3 clusters
  Score: Raw -15557370.838330 + Penalty 3933.838167 = -15553437.000164
  nChanged 33
		SP:Iteration 47Q (4145.040000 sec): 3 clusters
  Score: Raw -15557380.514114 + Penalty 3933.838167 = -15553446.675947
  nChanged 28
		SP:Iteration 48Q (4145.910000 sec): 3 clusters
  Score: Raw -15557388.446691 + Penalty 3933.838167 = -15553454.608524
  nChanged 21
		SP:Iteration 49Q (4146.690000 sec): 3 clusters
  Score: Raw -15557395.383283 + Penalty 3933.838167 = -15553461.545116
  nChanged 19
		SP:Iteration 50Q (4147.510000 sec): 3 clusters
  Score: Raw -15557402.581205 + Penalty 3933.838167 = -15553468.743038
  nChanged 20
		SP:Iteration 51Q (4148.350000 sec): 3 clusters
  Score: Raw -15557408.076848 + Penalty 3933.838167 = -15553474.238681
  nChanged 19
		SP:Iteration 52Q (4149.210000 sec): 3 clusters
  Score: Raw -15557412.383728 + Penalty 3933.838167 = -15553478.545561
  nChanged 12
		SP:Iteration 53Q (4150.060000 sec): 3 clusters
  Score: Raw -15557415.720282 + Penalty 3933.838167 = -15553481.882115
  nChanged 15
		SP:Iteration 54Q (4150.920000 sec): 3 clusters
  Score: Raw -15557420.059662 + Penalty 3933.838167 = -15553486.221495
  nChanged 13
		SP:Iteration 55Q (4151.750000 sec): 3 clusters
  Score: Raw -15557424.000929 + Penalty 3933.838167 = -15553490.162762
  nChanged 10
		SP:Iteration 56Q (4152.610000 sec): 3 clusters
  Score: Raw -15557426.935432 + Penalty 3933.838167 = -15553493.097265
  nChanged 15
		SP:Iteration 57Q (4153.370000 sec): 3 clusters
  Score: Raw -15557431.160251 + Penalty 3933.838167 = -15553497.322084
  nChanged 15
		SP:Iteration 58Q (4154.190000 sec): 3 clusters
  Score: Raw -15557434.867206 + Penalty 3933.838167 = -15553501.029039
  nChanged 15
		SP:Iteration 59Q (4155.030000 sec): 3 clusters
  Score: Raw -15557439.790946 + Penalty 3933.838167 = -15553505.952779
  nChanged 15
		SP:Iteration 60F (4155.870000 sec): 3 clusters
  Score: Raw -15557443.787589 + Penalty 3933.838167 = -15553509.949422
  nChanged 11
		SP:Iteration 61Q (4156.750000 sec): 3 clusters
  Score: Raw -15557447.315320 + Penalty 3933.838167 = -15553513.477153
  nChanged 14
		SP:Iteration 62Q (4157.640000 sec): 3 clusters
  Score: Raw -15557450.718623 + Penalty 3933.838167 = -15553516.880456
  nChanged 14
		SP:Iteration 63Q (4158.440000 sec): 3 clusters
  Score: Raw -15557453.421657 + Penalty 3933.838167 = -15553519.583490
  nChanged 8
		SP:Iteration 64Q (4159.220000 sec): 3 clusters
  Score: Raw -15557455.300085 + Penalty 3933.838167 = -15553521.461918
  nChanged 7
		SP:Iteration 65Q (4159.960000 sec): 3 clusters
  Score: Raw -15557457.664560 + Penalty 3933.838167 = -15553523.826393
  nChanged 10
		SP:Iteration 66Q (4160.660000 sec): 3 clusters
  Score: Raw -15557460.558114 + Penalty 3933.838167 = -15553526.719947
  nChanged 17
		SP:Iteration 67Q (4161.380000 sec): 3 clusters
  Score: Raw -15557465.299424 + Penalty 3933.838167 = -15553531.461257
  nChanged 15
		SP:Iteration 68Q (4162.160000 sec): 3 clusters
  Score: Raw -15557470.256079 + Penalty 3933.838167 = -15553536.417913
  nChanged 13
		SP:Iteration 69Q (4163.030000 sec): 3 clusters
  Score: Raw -15557473.336595 + Penalty 3933.838167 = -15553539.498429
  nChanged 11
		SP:Iteration 70Q (4163.950000 sec): 3 clusters
  Score: Raw -15557476.228255 + Penalty 3933.838167 = -15553542.390089
  nChanged 12
		SP:Iteration 71Q (4164.820000 sec): 3 clusters
  Score: Raw -15557478.689035 + Penalty 3933.838167 = -15553544.850868
  nChanged 6
		SP:Iteration 72Q (4165.780000 sec): 3 clusters
  Score: Raw -15557480.249054 + Penalty 3933.838167 = -15553546.410888
  nChanged 4
		SP:Iteration 73Q (4166.630000 sec): 3 clusters
  Score: Raw -15557481.084420 + Penalty 3933.838167 = -15553547.246253
  nChanged 5
		SP:Iteration 74Q (4167.460000 sec): 3 clusters
  Score: Raw -15557482.178159 + Penalty 3933.838167 = -15553548.339992
  nChanged 3
		SP:Iteration 75Q (4168.280000 sec): 3 clusters
  Score: Raw -15557482.705140 + Penalty 3933.838167 = -15553548.866973
  nChanged 3
		SP:Iteration 76Q (4169.120000 sec): 3 clusters
  Score: Raw -15557483.645689 + Penalty 3933.838167 = -15553549.807522
  nChanged 2
		SP:Iteration 77Q (4170.040000 sec): 3 clusters
  Score: Raw -15557484.145781 + Penalty 3933.838167 = -15553550.307614
  nChanged 3
		SP:Iteration 78Q (4170.940000 sec): 3 clusters
  Score: Raw -15557485.038491 + Penalty 3933.838167 = -15553551.200324
  nChanged 7
		SP:Iteration 79Q (4171.820000 sec): 3 clusters
  Score: Raw -15557487.022644 + Penalty 3933.838167 = -15553553.184477
  nChanged 9
		SP:Iteration 80F (4172.790000 sec): 3 clusters
  Score: Raw -15557489.228777 + Penalty 3933.838167 = -15553555.390610
  nChanged 6
		SP:Iteration 81Q (4173.670000 sec): 3 clusters
  Score: Raw -15557490.382327 + Penalty 3933.838167 = -15553556.544160
  nChanged 7
		SP:Iteration 82Q (4174.510000 sec): 3 clusters
  Score: Raw -15557492.343715 + Penalty 3933.838167 = -15553558.505548
  nChanged 6
		SP:Iteration 83Q (4175.410000 sec): 3 clusters
  Score: Raw -15557493.883473 + Penalty 3933.838167 = -15553560.045307
  nChanged 4
		SP:Iteration 84Q (4176.210000 sec): 3 clusters
  Score: Raw -15557494.848439 + Penalty 3933.838167 = -15553561.010273
  nChanged 7
		SP:Iteration 85Q (4177.070000 sec): 3 clusters
  Score: Raw -15557496.347735 + Penalty 3933.838167 = -15553562.509568
  nChanged 2
		SP:Iteration 86Q (4177.910000 sec): 3 clusters
  Score: Raw -15557496.853858 + Penalty 3933.838167 = -15553563.015691
  nChanged 0
		SP:Iteration 87F (4178.790000 sec): 3 clusters
  Score: Raw -15557496.853858 + Penalty 3933.838167 = -15553563.015691
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 20 (2443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4179.030000 sec): 2 clusters
  Score: Raw -181475.159936 + Penalty 1267.659587 = -180207.500349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4179.190000 sec): 3 clusters
  Score: Raw -180536.087888 + Penalty 2535.319173 = -178000.768715
  nChanged 942
		SP:Iteration 1F (4179.370000 sec): 3 clusters
  Score: Raw -182034.313701 + Penalty 2535.319173 = -179498.994528
  nChanged 361
		SP:Iteration 2F (4179.570000 sec): 3 clusters
  Score: Raw -182846.455677 + Penalty 2535.319173 = -180311.136504
  nChanged 257
		SP:Iteration 3F (4179.810000 sec): 3 clusters
  Score: Raw -183689.674724 + Penalty 2535.319173 = -181154.355551
  nChanged 181
		SP:Iteration 4F (4179.970000 sec): 3 clusters
  Score: Raw -184449.964690 + Penalty 2535.319173 = -181914.645517
  nChanged 121
		SP:Iteration 5Q (4180.190000 sec): 3 clusters
  Score: Raw -184998.793995 + Penalty 2535.319173 = -182463.474822
  nChanged 52
		SP:Iteration 6Q (4180.370000 sec): 3 clusters
  Score: Raw -185242.963672 + Penalty 2535.319173 = -182707.644499
  nChanged 10
		SP:Iteration 7Q (4180.530000 sec): 3 clusters
  Score: Raw -185287.937027 + Penalty 2535.319173 = -182752.617854
  nChanged 2
		SP:Iteration 8Q (4180.770000 sec): 3 clusters
  Score: Raw -185333.502587 + Penalty 2535.319173 = -182798.183413
  nChanged 4
		SP:Iteration 9Q (4180.930000 sec): 3 clusters
  Score: Raw -185339.608580 + Penalty 2535.319173 = -182804.289407
  nChanged 1
		SP:Iteration 10Q (4181.130000 sec): 3 clusters
  Score: Raw -185342.036862 + Penalty 2535.319173 = -182806.717689
  nChanged 2
		SP:Iteration 11Q (4181.310000 sec): 3 clusters
  Score: Raw -185344.287876 + Penalty 2535.319173 = -182808.968703
  nChanged 1
		SP:Iteration 12Q (4181.530000 sec): 3 clusters
  Score: Raw -185345.604678 + Penalty 2535.319173 = -182810.285504
  nChanged 0
		SP:Iteration 13F (4181.740000 sec): 3 clusters
  Score: Raw -185345.604678 + Penalty 2535.319173 = -182810.285504
  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 10.68 GB.

 Trying to split cluster 21 (8183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4181.920000 sec): 2 clusters
  Score: Raw -621608.118061 + Penalty 1464.094793 = -620144.023268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4182.120000 sec): 3 clusters
  Score: Raw -617086.765497 + Penalty 2928.189586 = -614158.575911
  nChanged 3540
		SP:Iteration 1F (4182.430000 sec): 3 clusters
  Score: Raw -619457.122440 + Penalty 2928.189586 = -616528.932854
  nChanged 715
		SP:Iteration 2F (4182.610000 sec): 3 clusters
  Score: Raw -620097.551627 + Penalty 2928.189586 = -617169.362041
  nChanged 712
		SP:Iteration 3F (4182.850000 sec): 3 clusters
  Score: Raw -620885.154728 + Penalty 2928.189586 = -617956.965142
  nChanged 730
		SP:Iteration 4F (4183.100000 sec): 3 clusters
  Score: Raw -621801.097590 + Penalty 2928.189586 = -618872.908005
  nChanged 645
		SP:Iteration 5F (4183.360000 sec): 3 clusters
  Score: Raw -622490.610677 + Penalty 2928.189586 = -619562.421091
  nChanged 459
		SP:Iteration 6F (4183.620000 sec): 3 clusters
  Score: Raw -622838.610010 + Penalty 2928.189586 = -619910.420424
  nChanged 339
		SP:Iteration 7Q (4183.880000 sec): 3 clusters
  Score: Raw -623063.532188 + Penalty 2928.189586 = -620135.342602
  nChanged 299
		SP:Iteration 8Q (4184.110000 sec): 3 clusters
  Score: Raw -623222.856018 + Penalty 2928.189586 = -620294.666432
  nChanged 220
		SP:Iteration 9Q (4184.310000 sec): 3 clusters
  Score: Raw -623323.939666 + Penalty 2928.189586 = -620395.750081
  nChanged 158
		SP:Iteration 10Q (4184.570000 sec): 3 clusters
  Score: Raw -623377.851665 + Penalty 2928.189586 = -620449.662079
  nChanged 106
		SP:Iteration 11Q (4184.760000 sec): 3 clusters
  Score: Raw -623412.476571 + Penalty 2928.189586 = -620484.286985
  nChanged 98
		SP:Iteration 12Q (4184.990000 sec): 3 clusters
  Score: Raw -623438.628534 + Penalty 2928.189586 = -620510.438948
  nChanged 77
		SP:Iteration 13Q (4185.240000 sec): 3 clusters
  Score: Raw -623455.756146 + Penalty 2928.189586 = -620527.566560
  nChanged 60
		SP:Iteration 14Q (4185.450000 sec): 3 clusters
  Score: Raw -623467.667188 + Penalty 2928.189586 = -620539.477602
  nChanged 50
		SP:Iteration 15Q (4185.630000 sec): 3 clusters
  Score: Raw -623475.771909 + Penalty 2928.189586 = -620547.582323
  nChanged 35
		SP:Iteration 16Q (4185.850000 sec): 3 clusters
  Score: Raw -623480.165051 + Penalty 2928.189586 = -620551.975465
  nChanged 31
		SP:Iteration 17Q (4186.070000 sec): 3 clusters
  Score: Raw -623485.391824 + Penalty 2928.189586 = -620557.202238
  nChanged 29
		SP:Iteration 18Q (4186.290000 sec): 3 clusters
  Score: Raw -623490.285413 + Penalty 2928.189586 = -620562.095827
  nChanged 24
		SP:Iteration 19Q (4186.550000 sec): 3 clusters
  Score: Raw -623495.079225 + Penalty 2928.189586 = -620566.889639
  nChanged 30
		SP:Iteration 20F (4186.780000 sec): 3 clusters
  Score: Raw -623500.588394 + Penalty 2928.189586 = -620572.398808
  nChanged 31
		SP:Iteration 21Q (4187.040000 sec): 3 clusters
  Score: Raw -623504.575236 + Penalty 2928.189586 = -620576.385650
  nChanged 26
		SP:Iteration 22Q (4187.240000 sec): 3 clusters
  Score: Raw -623508.246823 + Penalty 2928.189586 = -620580.057237
  nChanged 26
		SP:Iteration 23Q (4187.460000 sec): 3 clusters
  Score: Raw -623511.748066 + Penalty 2928.189586 = -620583.558480
  nChanged 24
		SP:Iteration 24Q (4187.710000 sec): 3 clusters
  Score: Raw -623514.089896 + Penalty 2928.189586 = -620585.900310
  nChanged 14
		SP:Iteration 25Q (4187.950000 sec): 3 clusters
  Score: Raw -623515.794317 + Penalty 2928.189586 = -620587.604731
  nChanged 15
		SP:Iteration 26Q (4188.200000 sec): 3 clusters
  Score: Raw -623517.587803 + Penalty 2928.189586 = -620589.398217
  nChanged 15
		SP:Iteration 27Q (4188.470000 sec): 3 clusters
  Score: Raw -623519.364325 + Penalty 2928.189586 = -620591.174739
  nChanged 12
		SP:Iteration 28Q (4188.730000 sec): 3 clusters
  Score: Raw -623520.501219 + Penalty 2928.189586 = -620592.311633
  nChanged 11
		SP:Iteration 29Q (4188.970000 sec): 3 clusters
  Score: Raw -623522.166488 + Penalty 2928.189586 = -620593.976902
  nChanged 12
		SP:Iteration 30Q (4189.150000 sec): 3 clusters
  Score: Raw -623524.167243 + Penalty 2928.189586 = -620595.977658
  nChanged 13
		SP:Iteration 31Q (4189.390000 sec): 3 clusters
  Score: Raw -623526.232785 + Penalty 2928.189586 = -620598.043199
  nChanged 18
		SP:Iteration 32Q (4189.650000 sec): 3 clusters
  Score: Raw -623528.404936 + Penalty 2928.189586 = -620600.215350
  nChanged 13
		SP:Iteration 33Q (4189.850000 sec): 3 clusters
  Score: Raw -623529.776067 + Penalty 2928.189586 = -620601.586481
  nChanged 10
		SP:Iteration 34Q (4190.040000 sec): 3 clusters
  Score: Raw -623531.113079 + Penalty 2928.189586 = -620602.923493
  nChanged 8
		SP:Iteration 35Q (4190.250000 sec): 3 clusters
  Score: Raw -623532.193102 + Penalty 2928.189586 = -620604.003516
  nChanged 8
		SP:Iteration 36Q (4190.510000 sec): 3 clusters
  Score: Raw -623533.226245 + Penalty 2928.189586 = -620605.036659
  nChanged 10
		SP:Iteration 37Q (4190.730000 sec): 3 clusters
  Score: Raw -623534.968460 + Penalty 2928.189586 = -620606.778874
  nChanged 13
		SP:Iteration 38Q (4190.940000 sec): 3 clusters
  Score: Raw -623536.872009 + Penalty 2928.189586 = -620608.682423
  nChanged 17
		SP:Iteration 39Q (4191.230000 sec): 3 clusters
  Score: Raw -623538.877777 + Penalty 2928.189586 = -620610.688192
  nChanged 14
		SP:Iteration 40F (4191.470000 sec): 3 clusters
  Score: Raw -623540.642883 + Penalty 2928.189586 = -620612.453297
  nChanged 12
		SP:Iteration 41Q (4191.670000 sec): 3 clusters
  Score: Raw -623542.975697 + Penalty 2928.189586 = -620614.786111
  nChanged 6
		SP:Iteration 42Q (4191.910000 sec): 3 clusters
  Score: Raw -623544.199691 + Penalty 2928.189586 = -620616.010105
  nChanged 10
		SP:Iteration 43Q (4192.150000 sec): 3 clusters
  Score: Raw -623545.880654 + Penalty 2928.189586 = -620617.691068
  nChanged 6
		SP:Iteration 44Q (4192.340000 sec): 3 clusters
  Score: Raw -623547.058881 + Penalty 2928.189586 = -620618.869295
  nChanged 8
		SP:Iteration 45Q (4192.560000 sec): 3 clusters
  Score: Raw -623547.911309 + Penalty 2928.189586 = -620619.721723
  nChanged 3
		SP:Iteration 46Q (4192.820000 sec): 3 clusters
  Score: Raw -623548.270557 + Penalty 2928.189586 = -620620.080971
  nChanged 2
		SP:Iteration 47Q (4193.040000 sec): 3 clusters
  Score: Raw -623548.582752 + Penalty 2928.189586 = -620620.393166
  nChanged 7
		SP:Iteration 48Q (4193.280000 sec): 3 clusters
  Score: Raw -623549.290405 + Penalty 2928.189586 = -620621.100819
  nChanged 3
		SP:Iteration 49Q (4193.510000 sec): 3 clusters
  Score: Raw -623549.531537 + Penalty 2928.189586 = -620621.341951
  nChanged 1
		SP:Iteration 50Q (4193.700000 sec): 3 clusters
  Score: Raw -623549.559423 + Penalty 2928.189586 = -620621.369837
  nChanged 0
		SP:Iteration 51F (4193.990000 sec): 3 clusters
  Score: Raw -623549.559423 + Penalty 2928.189586 = -620621.369837
  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 10.68 GB.

 Trying to split cluster 22 (16760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4194.160000 sec): 2 clusters
  Score: Raw -1367383.922408 + Penalty 1580.596936 = -1365803.325472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4194.440000 sec): 3 clusters
  Score: Raw -1357488.190781 + Penalty 3161.193872 = -1354326.996909
  nChanged 7484
		SP:Iteration 1F (4194.670000 sec): 3 clusters
  Score: Raw -1362380.534862 + Penalty 3161.193872 = -1359219.340991
  nChanged 1581
		SP:Iteration 2F (4194.930000 sec): 3 clusters
  Score: Raw -1364138.141520 + Penalty 3161.193872 = -1360976.947649
  nChanged 1798
		SP:Iteration 3F (4195.230000 sec): 3 clusters
  Score: Raw -1366522.917380 + Penalty 3161.193872 = -1363361.723508
  nChanged 1536
		SP:Iteration 4F (4195.510000 sec): 3 clusters
  Score: Raw -1368324.253552 + Penalty 3161.193872 = -1365163.059681
  nChanged 1094
		SP:Iteration 5F (4195.820000 sec): 3 clusters
  Score: Raw -1369076.978121 + Penalty 3161.193872 = -1365915.784249
  nChanged 647
		SP:Iteration 6Q (4196.120000 sec): 3 clusters
  Score: Raw -1369425.129960 + Penalty 3161.193872 = -1366263.936088
  nChanged 359
		SP:Iteration 7Q (4196.430000 sec): 3 clusters
  Score: Raw -1369615.304786 + Penalty 3161.193872 = -1366454.110915
  nChanged 279
		SP:Iteration 8Q (4196.720000 sec): 3 clusters
  Score: Raw -1369777.333290 + Penalty 3161.193872 = -1366616.139418
  nChanged 248
		SP:Iteration 9Q (4197.000000 sec): 3 clusters
  Score: Raw -1369952.633124 + Penalty 3161.193872 = -1366791.439252
  nChanged 225
		SP:Iteration 10Q (4197.280000 sec): 3 clusters
  Score: Raw -1370148.579843 + Penalty 3161.193872 = -1366987.385972
  nChanged 222
		SP:Iteration 11Q (4197.560000 sec): 3 clusters
  Score: Raw -1370353.779688 + Penalty 3161.193872 = -1367192.585816
  nChanged 190
		SP:Iteration 12Q (4197.870000 sec): 3 clusters
  Score: Raw -1370552.698098 + Penalty 3161.193872 = -1367391.504226
  nChanged 172
		SP:Iteration 13Q (4198.160000 sec): 3 clusters
  Score: Raw -1370746.450565 + Penalty 3161.193872 = -1367585.256693
  nChanged 159
		SP:Iteration 14Q (4198.390000 sec): 3 clusters
  Score: Raw -1370981.508669 + Penalty 3161.193872 = -1367820.314798
  nChanged 140
		SP:Iteration 15Q (4198.690000 sec): 3 clusters
  Score: Raw -1371170.100242 + Penalty 3161.193872 = -1368008.906370
  nChanged 107
		SP:Iteration 16Q (4198.970000 sec): 3 clusters
  Score: Raw -1371258.192513 + Penalty 3161.193872 = -1368096.998642
  nChanged 69
		SP:Iteration 17Q (4199.230000 sec): 3 clusters
  Score: Raw -1371292.301093 + Penalty 3161.193872 = -1368131.107221
  nChanged 39
		SP:Iteration 18Q (4199.520000 sec): 3 clusters
  Score: Raw -1371305.030951 + Penalty 3161.193872 = -1368143.837080
  nChanged 26
		SP:Iteration 19Q (4199.810000 sec): 3 clusters
  Score: Raw -1371311.496905 + Penalty 3161.193872 = -1368150.303033
  nChanged 10
		SP:Iteration 20F (4200.060000 sec): 3 clusters
  Score: Raw -1371313.146166 + Penalty 3161.193872 = -1368151.952294
  nChanged 7
		SP:Iteration 21Q (4200.360000 sec): 3 clusters
  Score: Raw -1371314.033137 + Penalty 3161.193872 = -1368152.839266
  nChanged 4
		SP:Iteration 22Q (4200.580000 sec): 3 clusters
  Score: Raw -1371314.508189 + Penalty 3161.193872 = -1368153.314318
  nChanged 1
		SP:Iteration 23Q (4200.870000 sec): 3 clusters
  Score: Raw -1371314.594811 + Penalty 3161.193872 = -1368153.400940
  nChanged 2
		SP:Iteration 24Q (4201.130000 sec): 3 clusters
  Score: Raw -1371314.754231 + Penalty 3161.193872 = -1368153.560359
  nChanged 1
		SP:Iteration 25Q (4201.350000 sec): 3 clusters
  Score: Raw -1371314.833910 + Penalty 3161.193872 = -1368153.640039
  nChanged 0
		SP:Iteration 26F (4201.670000 sec): 3 clusters
  Score: Raw -1371314.833910 + Penalty 3161.193872 = -1368153.640039
  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 10.68 GB.

 Trying to split cluster 23 (28466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4201.920000 sec): 2 clusters
  Score: Raw -2201147.068592 + Penalty 1666.675672 = -2199480.392920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4202.220000 sec): 3 clusters
  Score: Raw -2183779.264614 + Penalty 3333.351343 = -2180445.913271
  nChanged 13010
		SP:Iteration 1F (4202.560000 sec): 3 clusters
  Score: Raw -2191748.134415 + Penalty 3333.351343 = -2188414.783071
  nChanged 2113
		SP:Iteration 2F (4202.900000 sec): 3 clusters
  Score: Raw -2193581.900415 + Penalty 3333.351343 = -2190248.549071
  nChanged 2478
		SP:Iteration 3F (4203.210000 sec): 3 clusters
  Score: Raw -2195983.413141 + Penalty 3333.351343 = -2192650.061798
  nChanged 2628
		SP:Iteration 4F (4203.510000 sec): 3 clusters
  Score: Raw -2198486.779375 + Penalty 3333.351343 = -2195153.428031
  nChanged 2364
		SP:Iteration 5F (4203.820000 sec): 3 clusters
  Score: Raw -2200423.976567 + Penalty 3333.351343 = -2197090.625224
  nChanged 1783
		SP:Iteration 6F (4204.130000 sec): 3 clusters
  Score: Raw -2201548.503609 + Penalty 3333.351343 = -2198215.152266
  nChanged 1239
		SP:Iteration 7Q (4204.470000 sec): 3 clusters
  Score: Raw -2202118.634199 + Penalty 3333.351343 = -2198785.282856
  nChanged 875
		SP:Iteration 8Q (4204.800000 sec): 3 clusters
  Score: Raw -2202466.913878 + Penalty 3333.351343 = -2199133.562535
  nChanged 671
		SP:Iteration 9Q (4205.130000 sec): 3 clusters
  Score: Raw -2202688.375766 + Penalty 3333.351343 = -2199355.024422
  nChanged 528
		SP:Iteration 10Q (4205.490000 sec): 3 clusters
  Score: Raw -2202849.197765 + Penalty 3333.351343 = -2199515.846421
  nChanged 462
		SP:Iteration 11Q (4205.810000 sec): 3 clusters
  Score: Raw -2202988.682205 + Penalty 3333.351343 = -2199655.330862
  nChanged 417
		SP:Iteration 12Q (4206.150000 sec): 3 clusters
  Score: Raw -2203131.419260 + Penalty 3333.351343 = -2199798.067917
  nChanged 411
		SP:Iteration 13Q (4206.500000 sec): 3 clusters
  Score: Raw -2203263.715082 + Penalty 3333.351343 = -2199930.363738
  nChanged 370
		SP:Iteration 14Q (4206.880000 sec): 3 clusters
  Score: Raw -2203376.807080 + Penalty 3333.351343 = -2200043.455736
  nChanged 325
		SP:Iteration 15Q (4207.140000 sec): 3 clusters
  Score: Raw -2203481.812955 + Penalty 3333.351343 = -2200148.461612
  nChanged 309
		SP:Iteration 16Q (4207.470000 sec): 3 clusters
  Score: Raw -2203580.087339 + Penalty 3333.351343 = -2200246.735996
  nChanged 304
		SP:Iteration 17Q (4207.750000 sec): 3 clusters
  Score: Raw -2203670.726626 + Penalty 3333.351343 = -2200337.375283
  nChanged 270
		SP:Iteration 18Q (4208.060000 sec): 3 clusters
  Score: Raw -2203736.401552 + Penalty 3333.351343 = -2200403.050209
  nChanged 230
		SP:Iteration 19Q (4208.360000 sec): 3 clusters
  Score: Raw -2203791.939282 + Penalty 3333.351343 = -2200458.587939
  nChanged 214
		SP:Iteration 20F (4208.670000 sec): 3 clusters
  Score: Raw -2203842.746674 + Penalty 3333.351343 = -2200509.395331
  nChanged 209
		SP:Iteration 21Q (4208.950000 sec): 3 clusters
  Score: Raw -2203894.693752 + Penalty 3333.351343 = -2200561.342409
  nChanged 207
		SP:Iteration 22Q (4209.250000 sec): 3 clusters
  Score: Raw -2203938.110252 + Penalty 3333.351343 = -2200604.758909
  nChanged 170
		SP:Iteration 23Q (4209.560000 sec): 3 clusters
  Score: Raw -2203971.013243 + Penalty 3333.351343 = -2200637.661900
  nChanged 157
		SP:Iteration 24Q (4209.820000 sec): 3 clusters
  Score: Raw -2203998.868713 + Penalty 3333.351343 = -2200665.517370
  nChanged 148
		SP:Iteration 25Q (4210.110000 sec): 3 clusters
  Score: Raw -2204023.777721 + Penalty 3333.351343 = -2200690.426378
  nChanged 136
		SP:Iteration 26Q (4210.380000 sec): 3 clusters
  Score: Raw -2204046.621845 + Penalty 3333.351343 = -2200713.270502
  nChanged 130
		SP:Iteration 27Q (4210.650000 sec): 3 clusters
  Score: Raw -2204067.853381 + Penalty 3333.351343 = -2200734.502038
  nChanged 124
		SP:Iteration 28Q (4210.940000 sec): 3 clusters
  Score: Raw -2204088.949662 + Penalty 3333.351343 = -2200755.598319
  nChanged 121
		SP:Iteration 29Q (4211.260000 sec): 3 clusters
  Score: Raw -2204111.408610 + Penalty 3333.351343 = -2200778.057267
  nChanged 117
		SP:Iteration 30Q (4211.570000 sec): 3 clusters
  Score: Raw -2204132.713203 + Penalty 3333.351343 = -2200799.361860
  nChanged 104
		SP:Iteration 31Q (4211.890000 sec): 3 clusters
  Score: Raw -2204154.489716 + Penalty 3333.351343 = -2200821.138372
  nChanged 114
		SP:Iteration 32Q (4212.200000 sec): 3 clusters
  Score: Raw -2204177.536259 + Penalty 3333.351343 = -2200844.184916
  nChanged 104
		SP:Iteration 33Q (4212.540000 sec): 3 clusters
  Score: Raw -2204194.453640 + Penalty 3333.351343 = -2200861.102297
  nChanged 85
		SP:Iteration 34Q (4212.860000 sec): 3 clusters
  Score: Raw -2204208.863575 + Penalty 3333.351343 = -2200875.512232
  nChanged 87
		SP:Iteration 35Q (4213.170000 sec): 3 clusters
  Score: Raw -2204222.691996 + Penalty 3333.351343 = -2200889.340653
  nChanged 85
		SP:Iteration 36Q (4213.520000 sec): 3 clusters
  Score: Raw -2204233.664455 + Penalty 3333.351343 = -2200900.313112
  nChanged 80
		SP:Iteration 37Q (4213.830000 sec): 3 clusters
  Score: Raw -2204245.415495 + Penalty 3333.351343 = -2200912.064152
  nChanged 81
		SP:Iteration 38Q (4214.130000 sec): 3 clusters
  Score: Raw -2204256.162931 + Penalty 3333.351343 = -2200922.811587
  nChanged 71
		SP:Iteration 39Q (4214.500000 sec): 3 clusters
  Score: Raw -2204265.189201 + Penalty 3333.351343 = -2200931.837858
  nChanged 75
		SP:Iteration 40F (4214.830000 sec): 3 clusters
  Score: Raw -2204274.730849 + Penalty 3333.351343 = -2200941.379505
  nChanged 76
		SP:Iteration 41Q (4215.090000 sec): 3 clusters
  Score: Raw -2204284.298443 + Penalty 3333.351343 = -2200950.947100
  nChanged 57
		SP:Iteration 42Q (4215.400000 sec): 3 clusters
  Score: Raw -2204291.071904 + Penalty 3333.351343 = -2200957.720561
  nChanged 53
		SP:Iteration 43Q (4215.760000 sec): 3 clusters
  Score: Raw -2204297.842825 + Penalty 3333.351343 = -2200964.491482
  nChanged 59
		SP:Iteration 44Q (4216.090000 sec): 3 clusters
  Score: Raw -2204305.126053 + Penalty 3333.351343 = -2200971.774710
  nChanged 51
		SP:Iteration 45Q (4216.450000 sec): 3 clusters
  Score: Raw -2204311.964961 + Penalty 3333.351343 = -2200978.613618
  nChanged 50
		SP:Iteration 46Q (4216.720000 sec): 3 clusters
  Score: Raw -2204318.613859 + Penalty 3333.351343 = -2200985.262516
  nChanged 49
		SP:Iteration 47Q (4217.060000 sec): 3 clusters
  Score: Raw -2204325.611401 + Penalty 3333.351343 = -2200992.260058
  nChanged 43
		SP:Iteration 48Q (4217.410000 sec): 3 clusters
  Score: Raw -2204331.089958 + Penalty 3333.351343 = -2200997.738614
  nChanged 44
		SP:Iteration 49Q (4217.720000 sec): 3 clusters
  Score: Raw -2204335.555461 + Penalty 3333.351343 = -2201002.204117
  nChanged 45
		SP:Iteration 50Q (4218.010000 sec): 3 clusters
  Score: Raw -2204340.608520 + Penalty 3333.351343 = -2201007.257176
  nChanged 39
		SP:Iteration 51Q (4218.300000 sec): 3 clusters
  Score: Raw -2204343.868000 + Penalty 3333.351343 = -2201010.516657
  nChanged 31
		SP:Iteration 52Q (4218.620000 sec): 3 clusters
  Score: Raw -2204347.112226 + Penalty 3333.351343 = -2201013.760882
  nChanged 39
		SP:Iteration 53Q (4218.930000 sec): 3 clusters
  Score: Raw -2204351.904377 + Penalty 3333.351343 = -2201018.553034
  nChanged 41
		SP:Iteration 54Q (4219.240000 sec): 3 clusters
  Score: Raw -2204357.332051 + Penalty 3333.351343 = -2201023.980708
  nChanged 35
		SP:Iteration 55Q (4219.560000 sec): 3 clusters
  Score: Raw -2204361.763600 + Penalty 3333.351343 = -2201028.412257
  nChanged 35
		SP:Iteration 56Q (4219.850000 sec): 3 clusters
  Score: Raw -2204366.072007 + Penalty 3333.351343 = -2201032.720664
  nChanged 43
		SP:Iteration 57Q (4220.130000 sec): 3 clusters
  Score: Raw -2204372.220946 + Penalty 3333.351343 = -2201038.869602
  nChanged 47
		SP:Iteration 58Q (4220.460000 sec): 3 clusters
  Score: Raw -2204377.934085 + Penalty 3333.351343 = -2201044.582742
  nChanged 42
		SP:Iteration 59Q (4220.770000 sec): 3 clusters
  Score: Raw -2204382.629332 + Penalty 3333.351343 = -2201049.277989
  nChanged 29
		SP:Iteration 60F (4221.130000 sec): 3 clusters
  Score: Raw -2204386.237625 + Penalty 3333.351343 = -2201052.886282
  nChanged 30
		SP:Iteration 61Q (4221.470000 sec): 3 clusters
  Score: Raw -2204390.122913 + Penalty 3333.351343 = -2201056.771570
  nChanged 33
		SP:Iteration 62Q (4221.760000 sec): 3 clusters
  Score: Raw -2204393.691516 + Penalty 3333.351343 = -2201060.340172
  nChanged 24
		SP:Iteration 63Q (4222.090000 sec): 3 clusters
  Score: Raw -2204396.331169 + Penalty 3333.351343 = -2201062.979825
  nChanged 24
		SP:Iteration 64Q (4222.430000 sec): 3 clusters
  Score: Raw -2204399.245564 + Penalty 3333.351343 = -2201065.894220
  nChanged 19
		SP:Iteration 65Q (4222.750000 sec): 3 clusters
  Score: Raw -2204401.797390 + Penalty 3333.351343 = -2201068.446047
  nChanged 22
		SP:Iteration 66Q (4223.060000 sec): 3 clusters
  Score: Raw -2204403.504115 + Penalty 3333.351343 = -2201070.152771
  nChanged 19
		SP:Iteration 67Q (4223.360000 sec): 3 clusters
  Score: Raw -2204405.861288 + Penalty 3333.351343 = -2201072.509945
  nChanged 20
		SP:Iteration 68Q (4223.710000 sec): 3 clusters
  Score: Raw -2204407.997727 + Penalty 3333.351343 = -2201074.646384
  nChanged 21
		SP:Iteration 69Q (4224.000000 sec): 3 clusters
  Score: Raw -2204410.727412 + Penalty 3333.351343 = -2201077.376069
  nChanged 31
		SP:Iteration 70Q (4224.330000 sec): 3 clusters
  Score: Raw -2204417.169447 + Penalty 3333.351343 = -2201083.818104
  nChanged 43
		SP:Iteration 71Q (4224.630000 sec): 3 clusters
  Score: Raw -2204424.587256 + Penalty 3333.351343 = -2201091.235913
  nChanged 46
		SP:Iteration 72Q (4224.950000 sec): 3 clusters
  Score: Raw -2204432.592790 + Penalty 3333.351343 = -2201099.241446
  nChanged 45
		SP:Iteration 73Q (4225.300000 sec): 3 clusters
  Score: Raw -2204438.658488 + Penalty 3333.351343 = -2201105.307145
  nChanged 36
		SP:Iteration 74Q (4225.630000 sec): 3 clusters
  Score: Raw -2204443.409130 + Penalty 3333.351343 = -2201110.057786
  nChanged 32
		SP:Iteration 75Q (4225.940000 sec): 3 clusters
  Score: Raw -2204446.975017 + Penalty 3333.351343 = -2201113.623674
  nChanged 33
		SP:Iteration 76Q (4226.240000 sec): 3 clusters
  Score: Raw -2204450.853276 + Penalty 3333.351343 = -2201117.501932
  nChanged 27
		SP:Iteration 77Q (4226.580000 sec): 3 clusters
  Score: Raw -2204454.380821 + Penalty 3333.351343 = -2201121.029477
  nChanged 25
		SP:Iteration 78Q (4226.890000 sec): 3 clusters
  Score: Raw -2204458.769851 + Penalty 3333.351343 = -2201125.418508
  nChanged 23
		SP:Iteration 79Q (4227.200000 sec): 3 clusters
  Score: Raw -2204462.651111 + Penalty 3333.351343 = -2201129.299767
  nChanged 20
		SP:Iteration 80F (4227.490000 sec): 3 clusters
  Score: Raw -2204464.802115 + Penalty 3333.351343 = -2201131.450772
  nChanged 25
		SP:Iteration 81Q (4227.760000 sec): 3 clusters
  Score: Raw -2204468.490551 + Penalty 3333.351343 = -2201135.139207
  nChanged 27
		SP:Iteration 82Q (4228.040000 sec): 3 clusters
  Score: Raw -2204472.582557 + Penalty 3333.351343 = -2201139.231213
  nChanged 27
		SP:Iteration 83Q (4228.360000 sec): 3 clusters
  Score: Raw -2204475.125965 + Penalty 3333.351343 = -2201141.774622
  nChanged 19
		SP:Iteration 84Q (4228.670000 sec): 3 clusters
  Score: Raw -2204476.917354 + Penalty 3333.351343 = -2201143.566011
  nChanged 18
		SP:Iteration 85Q (4228.940000 sec): 3 clusters
  Score: Raw -2204478.392148 + Penalty 3333.351343 = -2201145.040805
  nChanged 13
		SP:Iteration 86Q (4229.230000 sec): 3 clusters
  Score: Raw -2204479.282704 + Penalty 3333.351343 = -2201145.931361
  nChanged 6
		SP:Iteration 87Q (4229.510000 sec): 3 clusters
  Score: Raw -2204479.781789 + Penalty 3333.351343 = -2201146.430446
  nChanged 6
		SP:Iteration 88Q (4229.800000 sec): 3 clusters
  Score: Raw -2204480.429184 + Penalty 3333.351343 = -2201147.077841
  nChanged 13
		SP:Iteration 89Q (4230.120000 sec): 3 clusters
  Score: Raw -2204482.281874 + Penalty 3333.351343 = -2201148.930530
  nChanged 17
		SP:Iteration 90Q (4230.420000 sec): 3 clusters
  Score: Raw -2204484.947326 + Penalty 3333.351343 = -2201151.595983
  nChanged 18
		SP:Iteration 91Q (4230.680000 sec): 3 clusters
  Score: Raw -2204487.609368 + Penalty 3333.351343 = -2201154.258025
  nChanged 21
		SP:Iteration 92Q (4230.990000 sec): 3 clusters
  Score: Raw -2204490.801778 + Penalty 3333.351343 = -2201157.450435
  nChanged 17
		SP:Iteration 93Q (4231.270000 sec): 3 clusters
  Score: Raw -2204492.386019 + Penalty 3333.351343 = -2201159.034676
  nChanged 13
		SP:Iteration 94Q (4231.590000 sec): 3 clusters
  Score: Raw -2204493.759964 + Penalty 3333.351343 = -2201160.408621
  nChanged 12
		SP:Iteration 95Q (4231.880000 sec): 3 clusters
  Score: Raw -2204495.703415 + Penalty 3333.351343 = -2201162.352072
  nChanged 18
		SP:Iteration 96Q (4232.230000 sec): 3 clusters
  Score: Raw -2204498.599959 + Penalty 3333.351343 = -2201165.248616
  nChanged 23
		SP:Iteration 97Q (4232.510000 sec): 3 clusters
  Score: Raw -2204503.501680 + Penalty 3333.351343 = -2201170.150337
  nChanged 27
		SP:Iteration 98Q (4232.860000 sec): 3 clusters
  Score: Raw -2204509.348588 + Penalty 3333.351343 = -2201175.997245
  nChanged 17
		SP:Iteration 99Q (4233.220000 sec): 3 clusters
  Score: Raw -2204511.444075 + Penalty 3333.351343 = -2201178.092732
  nChanged 14
		SP:Iteration 100F (4233.530000 sec): 3 clusters
  Score: Raw -2204513.320396 + Penalty 3333.351343 = -2201179.969053
  nChanged 14
		SP:Iteration 101Q (4233.860000 sec): 3 clusters
  Score: Raw -2204514.874419 + Penalty 3333.351343 = -2201181.523076
  nChanged 17
		SP:Iteration 102Q (4234.190000 sec): 3 clusters
  Score: Raw -2204516.895824 + Penalty 3333.351343 = -2201183.544480
  nChanged 13
		SP:Iteration 103Q (4234.520000 sec): 3 clusters
  Score: Raw -2204517.957426 + Penalty 3333.351343 = -2201184.606083
  nChanged 11
		SP:Iteration 104Q (4234.870000 sec): 3 clusters
  Score: Raw -2204519.188121 + Penalty 3333.351343 = -2201185.836778
  nChanged 10
		SP:Iteration 105Q (4235.150000 sec): 3 clusters
  Score: Raw -2204520.689997 + Penalty 3333.351343 = -2201187.338653
  nChanged 10
		SP:Iteration 106Q (4235.480000 sec): 3 clusters
  Score: Raw -2204522.128869 + Penalty 3333.351343 = -2201188.777526
  nChanged 16
		SP:Iteration 107Q (4235.750000 sec): 3 clusters
  Score: Raw -2204524.299272 + Penalty 3333.351343 = -2201190.947929
  nChanged 16
		SP:Iteration 108Q (4236.060000 sec): 3 clusters
  Score: Raw -2204525.736329 + Penalty 3333.351343 = -2201192.384985
  nChanged 12
		SP:Iteration 109Q (4236.350000 sec): 3 clusters
  Score: Raw -2204526.723260 + Penalty 3333.351343 = -2201193.371917
  nChanged 3
		SP:Iteration 110Q (4236.660000 sec): 3 clusters
  Score: Raw -2204526.874578 + Penalty 3333.351343 = -2201193.523235
  nChanged 2
		SP:Iteration 111Q (4236.930000 sec): 3 clusters
  Score: Raw -2204527.090830 + Penalty 3333.351343 = -2201193.739487
  nChanged 2
		SP:Iteration 112Q (4237.250000 sec): 3 clusters
  Score: Raw -2204527.258890 + Penalty 3333.351343 = -2201193.907547
  nChanged 0
		SP:Iteration 113F (4237.550000 sec): 3 clusters
  Score: Raw -2204527.258890 + Penalty 3333.351343 = -2201193.907547
  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 10.68 GB.

 Trying to split cluster 24 (80703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4238.000000 sec): 2 clusters
  Score: Raw -6983966.050835 + Penalty 1836.011292 = -6982130.039543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4238.530000 sec): 3 clusters
  Score: Raw -6931891.196373 + Penalty 3672.022584 = -6928219.173789
  nChanged 38283
		SP:Iteration 1F (4239.030000 sec): 3 clusters
  Score: Raw -6955042.654069 + Penalty 3672.022584 = -6951370.631485
  nChanged 3929
		SP:Iteration 2Q (4239.560000 sec): 3 clusters
  Score: Raw -6956798.357858 + Penalty 3672.022584 = -6953126.335274
  nChanged 4397
		SP:Iteration 3F (4240.110000 sec): 3 clusters
  Score: Raw -6958952.896703 + Penalty 3672.022584 = -6955280.874119
  nChanged 4837
		SP:Iteration 4F (4240.730000 sec): 3 clusters
  Score: Raw -6961416.733760 + Penalty 3672.022584 = -6957744.711176
  nChanged 5072
		SP:Iteration 5F (4241.330000 sec): 3 clusters
  Score: Raw -6964058.191372 + Penalty 3672.022584 = -6960386.168788
  nChanged 4970
		SP:Iteration 6F (4241.870000 sec): 3 clusters
  Score: Raw -6966625.199113 + Penalty 3672.022584 = -6962953.176529
  nChanged 4588
		SP:Iteration 7F (4242.450000 sec): 3 clusters
  Score: Raw -6968991.757731 + Penalty 3672.022584 = -6965319.735147
  nChanged 3970
		SP:Iteration 8Q (4243.080000 sec): 3 clusters
  Score: Raw -6970999.274305 + Penalty 3672.022584 = -6967327.251721
  nChanged 3552
		SP:Iteration 9Q (4243.740000 sec): 3 clusters
  Score: Raw -6972848.554556 + Penalty 3672.022584 = -6969176.531972
  nChanged 3319
		SP:Iteration 10Q (4244.410000 sec): 3 clusters
  Score: Raw -6974641.251868 + Penalty 3672.022584 = -6970969.229284
  nChanged 3243
		SP:Iteration 11Q (4244.990000 sec): 3 clusters
  Score: Raw -6976517.748060 + Penalty 3672.022584 = -6972845.725476
  nChanged 2975
		SP:Iteration 12Q (4245.590000 sec): 3 clusters
  Score: Raw -6978296.768395 + Penalty 3672.022584 = -6974624.745811
  nChanged 2628
		SP:Iteration 13Q (4246.220000 sec): 3 clusters
  Score: Raw -6979958.381800 + Penalty 3672.022584 = -6976286.359216
  nChanged 2221
		SP:Iteration 14Q (4246.780000 sec): 3 clusters
  Score: Raw -6981411.526646 + Penalty 3672.022584 = -6977739.504062
  nChanged 1679
		SP:Iteration 15Q (4247.340000 sec): 3 clusters
  Score: Raw -6982510.840905 + Penalty 3672.022584 = -6978838.818321
  nChanged 1135
		SP:Iteration 16Q (4247.950000 sec): 3 clusters
  Score: Raw -6983262.589444 + Penalty 3672.022584 = -6979590.566860
  nChanged 742
		SP:Iteration 17Q (4248.580000 sec): 3 clusters
  Score: Raw -6983758.131059 + Penalty 3672.022584 = -6980086.108475
  nChanged 462
		SP:Iteration 18Q (4249.140000 sec): 3 clusters
  Score: Raw -6984064.643391 + Penalty 3672.022584 = -6980392.620807
  nChanged 298
		SP:Iteration 19Q (4249.680000 sec): 3 clusters
  Score: Raw -6984247.814540 + Penalty 3672.022584 = -6980575.791956
  nChanged 215
		SP:Iteration 20F (4250.260000 sec): 3 clusters
  Score: Raw -6984368.182130 + Penalty 3672.022584 = -6980696.159546
  nChanged 146
		SP:Iteration 21Q (4250.790000 sec): 3 clusters
  Score: Raw -6984436.605028 + Penalty 3672.022584 = -6980764.582444
  nChanged 104
		SP:Iteration 22Q (4251.290000 sec): 3 clusters
  Score: Raw -6984482.361135 + Penalty 3672.022584 = -6980810.338551
  nChanged 80
		SP:Iteration 23Q (4251.800000 sec): 3 clusters
  Score: Raw -6984524.599706 + Penalty 3672.022584 = -6980852.577122
  nChanged 78
		SP:Iteration 24Q (4252.330000 sec): 3 clusters
  Score: Raw -6984562.667579 + Penalty 3672.022584 = -6980890.644995
  nChanged 67
		SP:Iteration 25Q (4252.830000 sec): 3 clusters
  Score: Raw -6984589.458856 + Penalty 3672.022584 = -6980917.436271
  nChanged 45
		SP:Iteration 26Q (4253.300000 sec): 3 clusters
  Score: Raw -6984608.102886 + Penalty 3672.022584 = -6980936.080302
  nChanged 39
		SP:Iteration 27Q (4253.820000 sec): 3 clusters
  Score: Raw -6984621.380115 + Penalty 3672.022584 = -6980949.357531
  nChanged 23
		SP:Iteration 28Q (4254.300000 sec): 3 clusters
  Score: Raw -6984631.354493 + Penalty 3672.022584 = -6980959.331908
  nChanged 38
		SP:Iteration 29Q (4254.790000 sec): 3 clusters
  Score: Raw -6984650.642993 + Penalty 3672.022584 = -6980978.620408
  nChanged 40
		SP:Iteration 30Q (4255.350000 sec): 3 clusters
  Score: Raw -6984670.714418 + Penalty 3672.022584 = -6980998.691834
  nChanged 29
		SP:Iteration 31Q (4255.840000 sec): 3 clusters
  Score: Raw -6984686.972333 + Penalty 3672.022584 = -6981014.949749
  nChanged 28
		SP:Iteration 32Q (4256.400000 sec): 3 clusters
  Score: Raw -6984698.916434 + Penalty 3672.022584 = -6981026.893850
  nChanged 16
		SP:Iteration 33Q (4256.870000 sec): 3 clusters
  Score: Raw -6984706.501219 + Penalty 3672.022584 = -6981034.478635
  nChanged 9
		SP:Iteration 34Q (4257.340000 sec): 3 clusters
  Score: Raw -6984709.738177 + Penalty 3672.022584 = -6981037.715593
  nChanged 8
		SP:Iteration 35Q (4257.870000 sec): 3 clusters
  Score: Raw -6984712.055456 + Penalty 3672.022584 = -6981040.032872
  nChanged 8
		SP:Iteration 36Q (4258.400000 sec): 3 clusters
  Score: Raw -6984714.312482 + Penalty 3672.022584 = -6981042.289898
  nChanged 2
		SP:Iteration 37Q (4258.850000 sec): 3 clusters
  Score: Raw -6984714.633579 + Penalty 3672.022584 = -6981042.610995
  nChanged 1
		SP:Iteration 38Q (4259.380000 sec): 3 clusters
  Score: Raw -6984714.760582 + Penalty 3672.022584 = -6981042.737998
  nChanged 1
		SP:Iteration 39Q (4259.840000 sec): 3 clusters
  Score: Raw -6984714.873021 + Penalty 3672.022584 = -6981042.850437
  nChanged 0
		SP:Iteration 40F (4260.380000 sec): 3 clusters
  Score: Raw -6984714.873021 + Penalty 3672.022584 = -6981042.850437
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 25 (19276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4260.590000 sec): 2 clusters
  Score: Raw -1668879.823262 + Penalty 1603.325113 = -1667276.498149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4260.890000 sec): 3 clusters
  Score: Raw -1657509.366758 + Penalty 3206.650225 = -1654302.716532
  nChanged 8702
		SP:Iteration 1F (4261.230000 sec): 3 clusters
  Score: Raw -1666536.044673 + Penalty 3206.650225 = -1663329.394447
  nChanged 2737
		SP:Iteration 2F (4261.460000 sec): 3 clusters
  Score: Raw -1671639.403257 + Penalty 3206.650225 = -1668432.753031
  nChanged 2074
		SP:Iteration 3F (4261.740000 sec): 3 clusters
  Score: Raw -1673944.510425 + Penalty 3206.650225 = -1670737.860199
  nChanged 1024
		SP:Iteration 4F (4261.970000 sec): 3 clusters
  Score: Raw -1674606.415631 + Penalty 3206.650225 = -1671399.765406
  nChanged 513
		SP:Iteration 5Q (4262.240000 sec): 3 clusters
  Score: Raw -1674779.286325 + Penalty 3206.650225 = -1671572.636100
  nChanged 254
		SP:Iteration 6Q (4262.540000 sec): 3 clusters
  Score: Raw -1674839.703154 + Penalty 3206.650225 = -1671633.052929
  nChanged 174
		SP:Iteration 7Q (4262.860000 sec): 3 clusters
  Score: Raw -1674871.487072 + Penalty 3206.650225 = -1671664.836847
  nChanged 113
		SP:Iteration 8Q (4263.120000 sec): 3 clusters
  Score: Raw -1674891.518789 + Penalty 3206.650225 = -1671684.868564
  nChanged 94
		SP:Iteration 9Q (4263.410000 sec): 3 clusters
  Score: Raw -1674907.144556 + Penalty 3206.650225 = -1671700.494331
  nChanged 96
		SP:Iteration 10Q (4263.650000 sec): 3 clusters
  Score: Raw -1674922.450092 + Penalty 3206.650225 = -1671715.799867
  nChanged 81
		SP:Iteration 11Q (4263.940000 sec): 3 clusters
  Score: Raw -1674935.520465 + Penalty 3206.650225 = -1671728.870240
  nChanged 83
		SP:Iteration 12Q (4264.260000 sec): 3 clusters
  Score: Raw -1674949.075111 + Penalty 3206.650225 = -1671742.424885
  nChanged 66
		SP:Iteration 13Q (4264.580000 sec): 3 clusters
  Score: Raw -1674959.058058 + Penalty 3206.650225 = -1671752.407832
  nChanged 64
		SP:Iteration 14Q (4264.860000 sec): 3 clusters
  Score: Raw -1674968.546602 + Penalty 3206.650225 = -1671761.896377
  nChanged 64
		SP:Iteration 15Q (4265.160000 sec): 3 clusters
  Score: Raw -1674976.250531 + Penalty 3206.650225 = -1671769.600306
  nChanged 58
		SP:Iteration 16Q (4265.400000 sec): 3 clusters
  Score: Raw -1674982.319971 + Penalty 3206.650225 = -1671775.669745
  nChanged 54
		SP:Iteration 17Q (4265.720000 sec): 3 clusters
  Score: Raw -1674986.961142 + Penalty 3206.650225 = -1671780.310917
  nChanged 41
		SP:Iteration 18Q (4265.990000 sec): 3 clusters
  Score: Raw -1674990.998618 + Penalty 3206.650225 = -1671784.348393
  nChanged 40
		SP:Iteration 19Q (4266.290000 sec): 3 clusters
  Score: Raw -1674994.624278 + Penalty 3206.650225 = -1671787.974052
  nChanged 29
		SP:Iteration 20F (4266.580000 sec): 3 clusters
  Score: Raw -1674996.721682 + Penalty 3206.650225 = -1671790.071457
  nChanged 26
		SP:Iteration 21Q (4266.870000 sec): 3 clusters
  Score: Raw -1674998.362399 + Penalty 3206.650225 = -1671791.712173
  nChanged 18
		SP:Iteration 22Q (4267.120000 sec): 3 clusters
  Score: Raw -1674999.238226 + Penalty 3206.650225 = -1671792.588001
  nChanged 14
		SP:Iteration 23Q (4267.350000 sec): 3 clusters
  Score: Raw -1675000.093945 + Penalty 3206.650225 = -1671793.443720
  nChanged 14
		SP:Iteration 24Q (4267.610000 sec): 3 clusters
  Score: Raw -1675000.854741 + Penalty 3206.650225 = -1671794.204515
  nChanged 11
		SP:Iteration 25Q (4267.880000 sec): 3 clusters
  Score: Raw -1675001.620027 + Penalty 3206.650225 = -1671794.969802
  nChanged 8
		SP:Iteration 26Q (4268.130000 sec): 3 clusters
  Score: Raw -1675002.137003 + Penalty 3206.650225 = -1671795.486778
  nChanged 8
		SP:Iteration 27Q (4268.390000 sec): 3 clusters
  Score: Raw -1675002.826999 + Penalty 3206.650225 = -1671796.176774
  nChanged 10
		SP:Iteration 28Q (4268.690000 sec): 3 clusters
  Score: Raw -1675003.526928 + Penalty 3206.650225 = -1671796.876703
  nChanged 7
		SP:Iteration 29Q (4268.920000 sec): 3 clusters
  Score: Raw -1675004.073053 + Penalty 3206.650225 = -1671797.422827
  nChanged 10
		SP:Iteration 30Q (4269.190000 sec): 3 clusters
  Score: Raw -1675005.106552 + Penalty 3206.650225 = -1671798.456326
  nChanged 14
		SP:Iteration 31Q (4269.410000 sec): 3 clusters
  Score: Raw -1675006.079411 + Penalty 3206.650225 = -1671799.429186
  nChanged 14
		SP:Iteration 32Q (4269.720000 sec): 3 clusters
  Score: Raw -1675006.952971 + Penalty 3206.650225 = -1671800.302746
  nChanged 18
		SP:Iteration 33Q (4269.980000 sec): 3 clusters
  Score: Raw -1675008.407986 + Penalty 3206.650225 = -1671801.757760
  nChanged 17
		SP:Iteration 34Q (4270.260000 sec): 3 clusters
  Score: Raw -1675009.403134 + Penalty 3206.650225 = -1671802.752909
  nChanged 16
		SP:Iteration 35Q (4270.580000 sec): 3 clusters
  Score: Raw -1675010.373883 + Penalty 3206.650225 = -1671803.723658
  nChanged 12
		SP:Iteration 36Q (4270.850000 sec): 3 clusters
  Score: Raw -1675010.977242 + Penalty 3206.650225 = -1671804.327017
  nChanged 9
		SP:Iteration 37Q (4271.100000 sec): 3 clusters
  Score: Raw -1675011.575170 + Penalty 3206.650225 = -1671804.924945
  nChanged 6
		SP:Iteration 38Q (4271.340000 sec): 3 clusters
  Score: Raw -1675011.933363 + Penalty 3206.650225 = -1671805.283138
  nChanged 6
		SP:Iteration 39Q (4271.670000 sec): 3 clusters
  Score: Raw -1675012.191341 + Penalty 3206.650225 = -1671805.541116
  nChanged 6
		SP:Iteration 40F (4271.930000 sec): 3 clusters
  Score: Raw -1675012.471418 + Penalty 3206.650225 = -1671805.821192
  nChanged 4
		SP:Iteration 41Q (4272.210000 sec): 3 clusters
  Score: Raw -1675012.716140 + Penalty 3206.650225 = -1671806.065915
  nChanged 7
		SP:Iteration 42Q (4272.520000 sec): 3 clusters
  Score: Raw -1675013.058718 + Penalty 3206.650225 = -1671806.408492
  nChanged 3
		SP:Iteration 43Q (4272.800000 sec): 3 clusters
  Score: Raw -1675013.204757 + Penalty 3206.650225 = -1671806.554532
  nChanged 3
		SP:Iteration 44Q (4273.100000 sec): 3 clusters
  Score: Raw -1675013.283998 + Penalty 3206.650225 = -1671806.633773
  nChanged 0
		SP:Iteration 45F (4273.390000 sec): 3 clusters
  Score: Raw -1675013.283998 + Penalty 3206.650225 = -1671806.633773
  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 10.68 GB.

 Trying to split cluster 26 (58974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4273.790000 sec): 2 clusters
  Score: Raw -5150301.474712 + Penalty 1785.038442 = -5148516.436270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4274.250000 sec): 3 clusters
  Score: Raw -5112532.695914 + Penalty 3570.076883 = -5108962.619031
  nChanged 27907
		SP:Iteration 1F (4274.700000 sec): 3 clusters
  Score: Raw -5129168.372101 + Penalty 3570.076883 = -5125598.295218
  nChanged 3391
		SP:Iteration 2F (4275.190000 sec): 3 clusters
  Score: Raw -5131193.682472 + Penalty 3570.076883 = -5127623.605589
  nChanged 4397
		SP:Iteration 3F (4275.620000 sec): 3 clusters
  Score: Raw -5134689.340559 + Penalty 3570.076883 = -5131119.263676
  nChanged 5123
		SP:Iteration 4F (4276.090000 sec): 3 clusters
  Score: Raw -5139133.733927 + Penalty 3570.076883 = -5135563.657044
  nChanged 4982
		SP:Iteration 5F (4276.530000 sec): 3 clusters
  Score: Raw -5142954.496858 + Penalty 3570.076883 = -5139384.419975
  nChanged 3836
		SP:Iteration 6F (4277.020000 sec): 3 clusters
  Score: Raw -5145217.924087 + Penalty 3570.076883 = -5141647.847204
  nChanged 2677
		SP:Iteration 7Q (4277.560000 sec): 3 clusters
  Score: Raw -5146347.547399 + Penalty 3570.076883 = -5142777.470516
  nChanged 1879
		SP:Iteration 8Q (4278.110000 sec): 3 clusters
  Score: Raw -5146963.352530 + Penalty 3570.076883 = -5143393.275647
  nChanged 1437
		SP:Iteration 9Q (4278.610000 sec): 3 clusters
  Score: Raw -5147370.615127 + Penalty 3570.076883 = -5143800.538244
  nChanged 1154
		SP:Iteration 10Q (4279.090000 sec): 3 clusters
  Score: Raw -5147666.123373 + Penalty 3570.076883 = -5144096.046490
  nChanged 1034
		SP:Iteration 11Q (4279.540000 sec): 3 clusters
  Score: Raw -5147899.835352 + Penalty 3570.076883 = -5144329.758469
  nChanged 1021
		SP:Iteration 12Q (4280.000000 sec): 3 clusters
  Score: Raw -5148140.772754 + Penalty 3570.076883 = -5144570.695871
  nChanged 1068
		SP:Iteration 13Q (4280.470000 sec): 3 clusters
  Score: Raw -5148407.124176 + Penalty 3570.076883 = -5144837.047293
  nChanged 1122
		SP:Iteration 14Q (4280.950000 sec): 3 clusters
  Score: Raw -5148675.866617 + Penalty 3570.076883 = -5145105.789734
  nChanged 1135
		SP:Iteration 15Q (4281.410000 sec): 3 clusters
  Score: Raw -5148958.298174 + Penalty 3570.076883 = -5145388.221291
  nChanged 1182
		SP:Iteration 16Q (4281.860000 sec): 3 clusters
  Score: Raw -5149263.789397 + Penalty 3570.076883 = -5145693.712514
  nChanged 1166
		SP:Iteration 17Q (4282.330000 sec): 3 clusters
  Score: Raw -5149578.648235 + Penalty 3570.076883 = -5146008.571352
  nChanged 1209
		SP:Iteration 18Q (4282.760000 sec): 3 clusters
  Score: Raw -5149928.522014 + Penalty 3570.076883 = -5146358.445131
  nChanged 1230
		SP:Iteration 19Q (4283.190000 sec): 3 clusters
  Score: Raw -5150304.807984 + Penalty 3570.076883 = -5146734.731101
  nChanged 1191
		SP:Iteration 20F (4283.650000 sec): 3 clusters
  Score: Raw -5150683.760339 + Penalty 3570.076883 = -5147113.683456
  nChanged 1171
		SP:Iteration 21Q (4284.130000 sec): 3 clusters
  Score: Raw -5151064.728267 + Penalty 3570.076883 = -5147494.651384
  nChanged 1083
		SP:Iteration 22Q (4284.580000 sec): 3 clusters
  Score: Raw -5151411.368562 + Penalty 3570.076883 = -5147841.291679
  nChanged 1022
		SP:Iteration 23Q (4285.050000 sec): 3 clusters
  Score: Raw -5151725.159281 + Penalty 3570.076883 = -5148155.082398
  nChanged 895
		SP:Iteration 24Q (4285.490000 sec): 3 clusters
  Score: Raw -5152000.827168 + Penalty 3570.076883 = -5148430.750285
  nChanged 818
		SP:Iteration 25Q (4285.920000 sec): 3 clusters
  Score: Raw -5152252.820401 + Penalty 3570.076883 = -5148682.743518
  nChanged 745
		SP:Iteration 26Q (4286.330000 sec): 3 clusters
  Score: Raw -5152464.470708 + Penalty 3570.076883 = -5148894.393825
  nChanged 638
		SP:Iteration 27Q (4286.770000 sec): 3 clusters
  Score: Raw -5152624.306788 + Penalty 3570.076883 = -5149054.229904
  nChanged 556
		SP:Iteration 28Q (4287.200000 sec): 3 clusters
  Score: Raw -5152751.247852 + Penalty 3570.076883 = -5149181.170969
  nChanged 466
		SP:Iteration 29Q (4287.660000 sec): 3 clusters
  Score: Raw -5152846.323854 + Penalty 3570.076883 = -5149276.246971
  nChanged 393
		SP:Iteration 30Q (4288.080000 sec): 3 clusters
  Score: Raw -5152917.209617 + Penalty 3570.076883 = -5149347.132734
  nChanged 348
		SP:Iteration 31Q (4288.520000 sec): 3 clusters
  Score: Raw -5152976.848443 + Penalty 3570.076883 = -5149406.771560
  nChanged 307
		SP:Iteration 32Q (4288.950000 sec): 3 clusters
  Score: Raw -5153022.361219 + Penalty 3570.076883 = -5149452.284336
  nChanged 247
		SP:Iteration 33Q (4289.360000 sec): 3 clusters
  Score: Raw -5153058.276638 + Penalty 3570.076883 = -5149488.199755
  nChanged 194
		SP:Iteration 34Q (4289.820000 sec): 3 clusters
  Score: Raw -5153082.014059 + Penalty 3570.076883 = -5149511.937176
  nChanged 164
		SP:Iteration 35Q (4290.260000 sec): 3 clusters
  Score: Raw -5153100.181195 + Penalty 3570.076883 = -5149530.104312
  nChanged 130
		SP:Iteration 36Q (4290.710000 sec): 3 clusters
  Score: Raw -5153114.092877 + Penalty 3570.076883 = -5149544.015994
  nChanged 109
		SP:Iteration 37Q (4291.150000 sec): 3 clusters
  Score: Raw -5153122.621650 + Penalty 3570.076883 = -5149552.544767
  nChanged 75
		SP:Iteration 38Q (4291.550000 sec): 3 clusters
  Score: Raw -5153126.852528 + Penalty 3570.076883 = -5149556.775645
  nChanged 48
		SP:Iteration 39Q (4292.020000 sec): 3 clusters
  Score: Raw -5153129.660626 + Penalty 3570.076883 = -5149559.583743
  nChanged 43
		SP:Iteration 40F (4292.470000 sec): 3 clusters
  Score: Raw -5153132.070110 + Penalty 3570.076883 = -5149561.993227
  nChanged 34
		SP:Iteration 41Q (4292.940000 sec): 3 clusters
  Score: Raw -5153133.995095 + Penalty 3570.076883 = -5149563.918212
  nChanged 39
		SP:Iteration 42Q (4293.410000 sec): 3 clusters
  Score: Raw -5153136.335631 + Penalty 3570.076883 = -5149566.258748
  nChanged 30
		SP:Iteration 43Q (4293.860000 sec): 3 clusters
  Score: Raw -5153138.027070 + Penalty 3570.076883 = -5149567.950187
  nChanged 25
		SP:Iteration 44Q (4294.270000 sec): 3 clusters
  Score: Raw -5153139.341597 + Penalty 3570.076883 = -5149569.264714
  nChanged 18
		SP:Iteration 45Q (4294.690000 sec): 3 clusters
  Score: Raw -5153140.388640 + Penalty 3570.076883 = -5149570.311757
  nChanged 25
		SP:Iteration 46Q (4295.120000 sec): 3 clusters
  Score: Raw -5153141.773143 + Penalty 3570.076883 = -5149571.696260
  nChanged 21
		SP:Iteration 47Q (4295.550000 sec): 3 clusters
  Score: Raw -5153143.146221 + Penalty 3570.076883 = -5149573.069338
  nChanged 15
		SP:Iteration 48Q (4296.010000 sec): 3 clusters
  Score: Raw -5153144.005474 + Penalty 3570.076883 = -5149573.928591
  nChanged 18
		SP:Iteration 49Q (4296.430000 sec): 3 clusters
  Score: Raw -5153144.965077 + Penalty 3570.076883 = -5149574.888194
  nChanged 23
		SP:Iteration 50Q (4296.840000 sec): 3 clusters
  Score: Raw -5153146.139110 + Penalty 3570.076883 = -5149576.062227
  nChanged 13
		SP:Iteration 51Q (4297.300000 sec): 3 clusters
  Score: Raw -5153146.725738 + Penalty 3570.076883 = -5149576.648855
  nChanged 6
		SP:Iteration 52Q (4297.710000 sec): 3 clusters
  Score: Raw -5153146.900911 + Penalty 3570.076883 = -5149576.824028
  nChanged 3
		SP:Iteration 53Q (4298.160000 sec): 3 clusters
  Score: Raw -5153147.010562 + Penalty 3570.076883 = -5149576.933679
  nChanged 5
		SP:Iteration 54Q (4298.560000 sec): 3 clusters
  Score: Raw -5153147.228825 + Penalty 3570.076883 = -5149577.151942
  nChanged 6
		SP:Iteration 55Q (4299.020000 sec): 3 clusters
  Score: Raw -5153147.468528 + Penalty 3570.076883 = -5149577.391645
  nChanged 6
		SP:Iteration 56Q (4299.450000 sec): 3 clusters
  Score: Raw -5153147.758897 + Penalty 3570.076883 = -5149577.682014
  nChanged 5
		SP:Iteration 57Q (4299.870000 sec): 3 clusters
  Score: Raw -5153147.996892 + Penalty 3570.076883 = -5149577.920009
  nChanged 5
		SP:Iteration 58Q (4300.280000 sec): 3 clusters
  Score: Raw -5153148.186685 + Penalty 3570.076883 = -5149578.109802
  nChanged 6
		SP:Iteration 59Q (4300.680000 sec): 3 clusters
  Score: Raw -5153148.403138 + Penalty 3570.076883 = -5149578.326255
  nChanged 4
		SP:Iteration 60F (4301.140000 sec): 3 clusters
  Score: Raw -5153148.542936 + Penalty 3570.076883 = -5149578.466053
  nChanged 2
		SP:Iteration 61Q (4301.560000 sec): 3 clusters
  Score: Raw -5153148.604356 + Penalty 3570.076883 = -5149578.527473
  nChanged 4
		SP:Iteration 62Q (4301.960000 sec): 3 clusters
  Score: Raw -5153148.816983 + Penalty 3570.076883 = -5149578.740100
  nChanged 3
		SP:Iteration 63Q (4302.420000 sec): 3 clusters
  Score: Raw -5153148.954783 + Penalty 3570.076883 = -5149578.877900
  nChanged 4
		SP:Iteration 64Q (4302.820000 sec): 3 clusters
  Score: Raw -5153149.076577 + Penalty 3570.076883 = -5149578.999694
  nChanged 1
		SP:Iteration 65Q (4303.300000 sec): 3 clusters
  Score: Raw -5153149.111306 + Penalty 3570.076883 = -5149579.034423
  nChanged 1
		SP:Iteration 66Q (4303.730000 sec): 3 clusters
  Score: Raw -5153149.193804 + Penalty 3570.076883 = -5149579.116921
  nChanged 1
		SP:Iteration 67Q (4304.170000 sec): 3 clusters
  Score: Raw -5153149.216326 + Penalty 3570.076883 = -5149579.139443
  nChanged 0
		SP:Iteration 68F (4304.560000 sec): 3 clusters
  Score: Raw -5153149.216326 + Penalty 3570.076883 = -5149579.139443
  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 10.68 GB.

 Trying to split cluster 27 (154022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4305.340000 sec): 2 clusters
  Score: Raw -13571922.336896 + Penalty 1941.038243 = -13569981.298652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4306.150000 sec): 3 clusters
  Score: Raw -13470772.636081 + Penalty 3882.076487 = -13466890.559595
  nChanged 74150
		SP:Iteration 1F (4306.940000 sec): 3 clusters
  Score: Raw -13515264.084866 + Penalty 3882.076487 = -13511382.008379
  nChanged 6808
		SP:Iteration 2Q (4307.940000 sec): 3 clusters
  Score: Raw -13518152.045208 + Penalty 3882.076487 = -13514269.968721
  nChanged 9380
		SP:Iteration 3F (4308.780000 sec): 3 clusters
  Score: Raw -13523698.620905 + Penalty 3882.076487 = -13519816.544418
  nChanged 11901
		SP:Iteration 4F (4309.600000 sec): 3 clusters
  Score: Raw -13532140.469372 + Penalty 3882.076487 = -13528258.392886
  nChanged 12837
		SP:Iteration 5F (4310.400000 sec): 3 clusters
  Score: Raw -13541043.217609 + Penalty 3882.076487 = -13537161.141123
  nChanged 10970
		SP:Iteration 6F (4311.190000 sec): 3 clusters
  Score: Raw -13547418.627014 + Penalty 3882.076487 = -13543536.550527
  nChanged 8109
		SP:Iteration 7F (4311.980000 sec): 3 clusters
  Score: Raw -13551269.466217 + Penalty 3882.076487 = -13547387.389730
  nChanged 5927
		SP:Iteration 8Q (4312.740000 sec): 3 clusters
  Score: Raw -13553882.402294 + Penalty 3882.076487 = -13550000.325807
  nChanged 4934
		SP:Iteration 9Q (4313.500000 sec): 3 clusters
  Score: Raw -13556189.720764 + Penalty 3882.076487 = -13552307.644277
  nChanged 4766
		SP:Iteration 10Q (4314.270000 sec): 3 clusters
  Score: Raw -13558733.254543 + Penalty 3882.076487 = -13554851.178056
  nChanged 4823
		SP:Iteration 11Q (4315.080000 sec): 3 clusters
  Score: Raw -13561746.005300 + Penalty 3882.076487 = -13557863.928814
  nChanged 4635
		SP:Iteration 12Q (4315.870000 sec): 3 clusters
  Score: Raw -13565109.169502 + Penalty 3882.076487 = -13561227.093015
  nChanged 3855
		SP:Iteration 13Q (4316.740000 sec): 3 clusters
  Score: Raw -13568164.372910 + Penalty 3882.076487 = -13564282.296423
  nChanged 2734
		SP:Iteration 14Q (4317.620000 sec): 3 clusters
  Score: Raw -13570555.340386 + Penalty 3882.076487 = -13566673.263900
  nChanged 1698
		SP:Iteration 15Q (4318.400000 sec): 3 clusters
  Score: Raw -13572376.211980 + Penalty 3882.076487 = -13568494.135493
  nChanged 868
		SP:Iteration 16Q (4319.200000 sec): 3 clusters
  Score: Raw -13573391.505466 + Penalty 3882.076487 = -13569509.428980
  nChanged 582
		SP:Iteration 17Q (4319.980000 sec): 3 clusters
  Score: Raw -13573950.301484 + Penalty 3882.076487 = -13570068.224997
  nChanged 415
		SP:Iteration 18Q (4320.760000 sec): 3 clusters
  Score: Raw -13574277.138557 + Penalty 3882.076487 = -13570395.062071
  nChanged 283
		SP:Iteration 19Q (4321.590000 sec): 3 clusters
  Score: Raw -13574476.270477 + Penalty 3882.076487 = -13570594.193990
  nChanged 198
		SP:Iteration 20F (4322.460000 sec): 3 clusters
  Score: Raw -13574581.092051 + Penalty 3882.076487 = -13570699.015564
  nChanged 136
		SP:Iteration 21Q (4323.240000 sec): 3 clusters
  Score: Raw -13574637.407167 + Penalty 3882.076487 = -13570755.330681
  nChanged 115
		SP:Iteration 22Q (4323.980000 sec): 3 clusters
  Score: Raw -13574668.999852 + Penalty 3882.076487 = -13570786.923365
  nChanged 82
		SP:Iteration 23Q (4324.810000 sec): 3 clusters
  Score: Raw -13574689.170930 + Penalty 3882.076487 = -13570807.094444
  nChanged 72
		SP:Iteration 24Q (4325.600000 sec): 3 clusters
  Score: Raw -13574701.986090 + Penalty 3882.076487 = -13570819.909603
  nChanged 49
		SP:Iteration 25Q (4326.420000 sec): 3 clusters
  Score: Raw -13574712.239320 + Penalty 3882.076487 = -13570830.162833
  nChanged 51
		SP:Iteration 26Q (4327.220000 sec): 3 clusters
  Score: Raw -13574720.583047 + Penalty 3882.076487 = -13570838.506561
  nChanged 18
		SP:Iteration 27Q (4327.980000 sec): 3 clusters
  Score: Raw -13574722.762017 + Penalty 3882.076487 = -13570840.685530
  nChanged 12
		SP:Iteration 28Q (4328.770000 sec): 3 clusters
  Score: Raw -13574723.886846 + Penalty 3882.076487 = -13570841.810359
  nChanged 8
		SP:Iteration 29Q (4329.560000 sec): 3 clusters
  Score: Raw -13574724.487777 + Penalty 3882.076487 = -13570842.411290
  nChanged 3
		SP:Iteration 30Q (4330.330000 sec): 3 clusters
  Score: Raw -13574724.704903 + Penalty 3882.076487 = -13570842.628416
  nChanged 4
		SP:Iteration 31Q (4331.150000 sec): 3 clusters
  Score: Raw -13574725.142763 + Penalty 3882.076487 = -13570843.066277
  nChanged 7
		SP:Iteration 32Q (4331.950000 sec): 3 clusters
  Score: Raw -13574726.032990 + Penalty 3882.076487 = -13570843.956503
  nChanged 6
		SP:Iteration 33Q (4332.740000 sec): 3 clusters
  Score: Raw -13574726.564130 + Penalty 3882.076487 = -13570844.487643
  nChanged 2
		SP:Iteration 34Q (4333.560000 sec): 3 clusters
  Score: Raw -13574726.777201 + Penalty 3882.076487 = -13570844.700714
  nChanged 2
		SP:Iteration 35Q (4334.280000 sec): 3 clusters
  Score: Raw -13574727.011702 + Penalty 3882.076487 = -13570844.935216
  nChanged 2
		SP:Iteration 36Q (4335.040000 sec): 3 clusters
  Score: Raw -13574727.063247 + Penalty 3882.076487 = -13570844.986760
  nChanged 0
		SP:Iteration 37F (4335.910000 sec): 3 clusters
  Score: Raw -13574727.063247 + Penalty 3882.076487 = -13570844.986760
  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 10.68 GB.

 Trying to split cluster 28 (19004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4336.100000 sec): 2 clusters
  Score: Raw -1575244.606157 + Penalty 1601.015774 = -1573643.590383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4336.390000 sec): 3 clusters
  Score: Raw -1563922.168287 + Penalty 3202.031548 = -1560720.136739
  nChanged 8534
		SP:Iteration 1F (4336.650000 sec): 3 clusters
  Score: Raw -1569073.571159 + Penalty 3202.031548 = -1565871.539611
  nChanged 1498
		SP:Iteration 2F (4336.860000 sec): 3 clusters
  Score: Raw -1570141.263184 + Penalty 3202.031548 = -1566939.231636
  nChanged 1581
		SP:Iteration 3F (4337.130000 sec): 3 clusters
  Score: Raw -1571435.345528 + Penalty 3202.031548 = -1568233.313980
  nChanged 1587
		SP:Iteration 4F (4337.400000 sec): 3 clusters
  Score: Raw -1572741.595394 + Penalty 3202.031548 = -1569539.563846
  nChanged 1404
		SP:Iteration 5F (4337.650000 sec): 3 clusters
  Score: Raw -1573773.298055 + Penalty 3202.031548 = -1570571.266507
  nChanged 1045
		SP:Iteration 6F (4337.930000 sec): 3 clusters
  Score: Raw -1574450.312310 + Penalty 3202.031548 = -1571248.280763
  nChanged 806
		SP:Iteration 7Q (4338.210000 sec): 3 clusters
  Score: Raw -1574990.209251 + Penalty 3202.031548 = -1571788.177703
  nChanged 659
		SP:Iteration 8Q (4338.500000 sec): 3 clusters
  Score: Raw -1575512.150393 + Penalty 3202.031548 = -1572310.118846
  nChanged 682
		SP:Iteration 9Q (4338.790000 sec): 3 clusters
  Score: Raw -1576080.103999 + Penalty 3202.031548 = -1572878.072451
  nChanged 646
		SP:Iteration 10Q (4339.030000 sec): 3 clusters
  Score: Raw -1576591.865007 + Penalty 3202.031548 = -1573389.833459
  nChanged 647
		SP:Iteration 11Q (4339.300000 sec): 3 clusters
  Score: Raw -1577193.765059 + Penalty 3202.031548 = -1573991.733512
  nChanged 653
		SP:Iteration 12Q (4339.540000 sec): 3 clusters
  Score: Raw -1577848.082324 + Penalty 3202.031548 = -1574646.050777
  nChanged 568
		SP:Iteration 13Q (4339.800000 sec): 3 clusters
  Score: Raw -1578392.581181 + Penalty 3202.031548 = -1575190.549633
  nChanged 456
		SP:Iteration 14Q (4340.020000 sec): 3 clusters
  Score: Raw -1578682.337477 + Penalty 3202.031548 = -1575480.305930
  nChanged 306
		SP:Iteration 15Q (4340.290000 sec): 3 clusters
  Score: Raw -1578839.890624 + Penalty 3202.031548 = -1575637.859076
  nChanged 227
		SP:Iteration 16Q (4340.520000 sec): 3 clusters
  Score: Raw -1578951.917736 + Penalty 3202.031548 = -1575749.886188
  nChanged 175
		SP:Iteration 17Q (4340.780000 sec): 3 clusters
  Score: Raw -1579022.976716 + Penalty 3202.031548 = -1575820.945168
  nChanged 135
		SP:Iteration 18Q (4340.980000 sec): 3 clusters
  Score: Raw -1579076.078084 + Penalty 3202.031548 = -1575874.046536
  nChanged 107
		SP:Iteration 19Q (4341.250000 sec): 3 clusters
  Score: Raw -1579119.647718 + Penalty 3202.031548 = -1575917.616170
  nChanged 92
		SP:Iteration 20F (4341.510000 sec): 3 clusters
  Score: Raw -1579153.529956 + Penalty 3202.031548 = -1575951.498408
  nChanged 80
		SP:Iteration 21Q (4341.760000 sec): 3 clusters
  Score: Raw -1579177.028944 + Penalty 3202.031548 = -1575974.997396
  nChanged 71
		SP:Iteration 22Q (4342.000000 sec): 3 clusters
  Score: Raw -1579193.534934 + Penalty 3202.031548 = -1575991.503386
  nChanged 57
		SP:Iteration 23Q (4342.270000 sec): 3 clusters
  Score: Raw -1579208.489680 + Penalty 3202.031548 = -1576006.458132
  nChanged 49
		SP:Iteration 24Q (4342.580000 sec): 3 clusters
  Score: Raw -1579218.096861 + Penalty 3202.031548 = -1576016.065313
  nChanged 34
		SP:Iteration 25Q (4342.800000 sec): 3 clusters
  Score: Raw -1579224.318768 + Penalty 3202.031548 = -1576022.287221
  nChanged 27
		SP:Iteration 26Q (4343.070000 sec): 3 clusters
  Score: Raw -1579229.784933 + Penalty 3202.031548 = -1576027.753385
  nChanged 23
		SP:Iteration 27Q (4343.280000 sec): 3 clusters
  Score: Raw -1579233.041362 + Penalty 3202.031548 = -1576031.009814
  nChanged 22
		SP:Iteration 28Q (4343.610000 sec): 3 clusters
  Score: Raw -1579235.295391 + Penalty 3202.031548 = -1576033.263843
  nChanged 14
		SP:Iteration 29Q (4343.840000 sec): 3 clusters
  Score: Raw -1579236.462911 + Penalty 3202.031548 = -1576034.431363
  nChanged 5
		SP:Iteration 30Q (4344.090000 sec): 3 clusters
  Score: Raw -1579236.771748 + Penalty 3202.031548 = -1576034.740200
  nChanged 1
		SP:Iteration 31Q (4344.310000 sec): 3 clusters
  Score: Raw -1579236.808202 + Penalty 3202.031548 = -1576034.776655
  nChanged 1
		SP:Iteration 32Q (4344.580000 sec): 3 clusters
  Score: Raw -1579236.895396 + Penalty 3202.031548 = -1576034.863849
  nChanged 5
		SP:Iteration 33Q (4344.830000 sec): 3 clusters
  Score: Raw -1579237.205393 + Penalty 3202.031548 = -1576035.173845
  nChanged 3
		SP:Iteration 34Q (4345.070000 sec): 3 clusters
  Score: Raw -1579237.376019 + Penalty 3202.031548 = -1576035.344471
  nChanged 2
		SP:Iteration 35Q (4345.300000 sec): 3 clusters
  Score: Raw -1579237.488815 + Penalty 3202.031548 = -1576035.457267
  nChanged 0
		SP:Iteration 36F (4345.540000 sec): 3 clusters
  Score: Raw -1579237.488815 + Penalty 3202.031548 = -1576035.457267
  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 10.68 GB.

 Trying to split cluster 29 (6809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4345.670000 sec): 2 clusters
  Score: Raw -518556.125141 + Penalty 1434.225089 = -517121.900053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4345.880000 sec): 3 clusters
  Score: Raw -514850.010768 + Penalty 2868.450177 = -511981.560591
  nChanged 2909
		SP:Iteration 1F (4346.100000 sec): 3 clusters
  Score: Raw -516648.955426 + Penalty 2868.450177 = -513780.505249
  nChanged 606
		SP:Iteration 2F (4346.280000 sec): 3 clusters
  Score: Raw -517220.344575 + Penalty 2868.450177 = -514351.894398
  nChanged 612
		SP:Iteration 3F (4346.470000 sec): 3 clusters
  Score: Raw -517909.611494 + Penalty 2868.450177 = -515041.161317
  nChanged 608
		SP:Iteration 4F (4346.700000 sec): 3 clusters
  Score: Raw -518684.385927 + Penalty 2868.450177 = -515815.935750
  nChanged 557
		SP:Iteration 5F (4346.930000 sec): 3 clusters
  Score: Raw -519373.373925 + Penalty 2868.450177 = -516504.923748
  nChanged 453
		SP:Iteration 6F (4347.140000 sec): 3 clusters
  Score: Raw -519936.690189 + Penalty 2868.450177 = -517068.240012
  nChanged 369
		SP:Iteration 7F (4347.350000 sec): 3 clusters
  Score: Raw -520356.081637 + Penalty 2868.450177 = -517487.631460
  nChanged 286
		SP:Iteration 8Q (4347.560000 sec): 3 clusters
  Score: Raw -520608.978687 + Penalty 2868.450177 = -517740.528510
  nChanged 203
		SP:Iteration 9Q (4347.720000 sec): 3 clusters
  Score: Raw -520791.182271 + Penalty 2868.450177 = -517922.732094
  nChanged 165
		SP:Iteration 10Q (4347.940000 sec): 3 clusters
  Score: Raw -520972.044921 + Penalty 2868.450177 = -518103.594743
  nChanged 162
		SP:Iteration 11Q (4348.180000 sec): 3 clusters
  Score: Raw -521122.513157 + Penalty 2868.450177 = -518254.062979
  nChanged 121
		SP:Iteration 12Q (4348.370000 sec): 3 clusters
  Score: Raw -521184.537633 + Penalty 2868.450177 = -518316.087456
  nChanged 63
		SP:Iteration 13Q (4348.580000 sec): 3 clusters
  Score: Raw -521207.856410 + Penalty 2868.450177 = -518339.406232
  nChanged 43
		SP:Iteration 14Q (4348.800000 sec): 3 clusters
  Score: Raw -521222.668911 + Penalty 2868.450177 = -518354.218734
  nChanged 28
		SP:Iteration 15Q (4349.020000 sec): 3 clusters
  Score: Raw -521231.789348 + Penalty 2868.450177 = -518363.339171
  nChanged 23
		SP:Iteration 16Q (4349.230000 sec): 3 clusters
  Score: Raw -521238.225767 + Penalty 2868.450177 = -518369.775590
  nChanged 23
		SP:Iteration 17Q (4349.440000 sec): 3 clusters
  Score: Raw -521242.217736 + Penalty 2868.450177 = -518373.767558
  nChanged 16
		SP:Iteration 18Q (4349.680000 sec): 3 clusters
  Score: Raw -521245.182108 + Penalty 2868.450177 = -518376.731931
  nChanged 12
		SP:Iteration 19Q (4349.890000 sec): 3 clusters
  Score: Raw -521246.233530 + Penalty 2868.450177 = -518377.783352
  nChanged 6
		SP:Iteration 20F (4350.130000 sec): 3 clusters
  Score: Raw -521247.535149 + Penalty 2868.450177 = -518379.084972
  nChanged 6
		SP:Iteration 21Q (4350.330000 sec): 3 clusters
  Score: Raw -521249.227169 + Penalty 2868.450177 = -518380.776992
  nChanged 11
		SP:Iteration 22Q (4350.550000 sec): 3 clusters
  Score: Raw -521252.723006 + Penalty 2868.450177 = -518384.272829
  nChanged 16
		SP:Iteration 23Q (4350.740000 sec): 3 clusters
  Score: Raw -521258.728421 + Penalty 2868.450177 = -518390.278244
  nChanged 19
		SP:Iteration 24Q (4350.920000 sec): 3 clusters
  Score: Raw -521271.631682 + Penalty 2868.450177 = -518403.181504
  nChanged 26
		SP:Iteration 25Q (4351.150000 sec): 3 clusters
  Score: Raw -521285.795647 + Penalty 2868.450177 = -518417.345470
  nChanged 23
		SP:Iteration 26Q (4351.380000 sec): 3 clusters
  Score: Raw -521294.539472 + Penalty 2868.450177 = -518426.089294
  nChanged 21
		SP:Iteration 27Q (4351.600000 sec): 3 clusters
  Score: Raw -521299.199458 + Penalty 2868.450177 = -518430.749280
  nChanged 13
		SP:Iteration 28Q (4351.780000 sec): 3 clusters
  Score: Raw -521301.059528 + Penalty 2868.450177 = -518432.609350
  nChanged 5
		SP:Iteration 29Q (4352.020000 sec): 3 clusters
  Score: Raw -521301.815763 + Penalty 2868.450177 = -518433.365585
  nChanged 6
		SP:Iteration 30Q (4352.180000 sec): 3 clusters
  Score: Raw -521302.592462 + Penalty 2868.450177 = -518434.142285
  nChanged 4
		SP:Iteration 31Q (4352.430000 sec): 3 clusters
  Score: Raw -521302.858406 + Penalty 2868.450177 = -518434.408228
  nChanged 2
		SP:Iteration 32Q (4352.660000 sec): 3 clusters
  Score: Raw -521303.230643 + Penalty 2868.450177 = -518434.780465
  nChanged 4
		SP:Iteration 33Q (4352.880000 sec): 3 clusters
  Score: Raw -521303.956903 + Penalty 2868.450177 = -518435.506725
  nChanged 4
		SP:Iteration 34Q (4353.060000 sec): 3 clusters
  Score: Raw -521304.484971 + Penalty 2868.450177 = -518436.034794
  nChanged 1
		SP:Iteration 35Q (4353.310000 sec): 3 clusters
  Score: Raw -521304.548174 + Penalty 2868.450177 = -518436.097996
  nChanged 1
		SP:Iteration 36Q (4353.490000 sec): 3 clusters
  Score: Raw -521304.644316 + Penalty 2868.450177 = -518436.194139
  nChanged 0
		SP:Iteration 37F (4353.740000 sec): 3 clusters
  Score: Raw -521304.644316 + Penalty 2868.450177 = -518436.194139
  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 10.68 GB.

 Trying to split cluster 30 (42526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4353.980000 sec): 2 clusters
  Score: Raw -3509576.353335 + Penalty 1731.904027 = -3507844.449308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4354.320000 sec): 3 clusters
  Score: Raw -3482726.918968 + Penalty 3463.808053 = -3479263.110915
  nChanged 19891
		SP:Iteration 1F (4354.610000 sec): 3 clusters
  Score: Raw -3494260.220106 + Penalty 3463.808053 = -3490796.412053
  nChanged 1984
		SP:Iteration 2Q (4354.980000 sec): 3 clusters
  Score: Raw -3495053.307744 + Penalty 3463.808053 = -3491589.499691
  nChanged 2135
		SP:Iteration 3F (4355.320000 sec): 3 clusters
  Score: Raw -3496075.066004 + Penalty 3463.808053 = -3492611.257951
  nChanged 2325
		SP:Iteration 4F (4355.680000 sec): 3 clusters
  Score: Raw -3497328.340814 + Penalty 3463.808053 = -3493864.532761
  nChanged 2468
		SP:Iteration 5F (4356.020000 sec): 3 clusters
  Score: Raw -3498798.752598 + Penalty 3463.808053 = -3495334.944545
  nChanged 2627
		SP:Iteration 6F (4356.370000 sec): 3 clusters
  Score: Raw -3500530.587694 + Penalty 3463.808053 = -3497066.779641
  nChanged 2702
		SP:Iteration 7F (4356.730000 sec): 3 clusters
  Score: Raw -3502427.931338 + Penalty 3463.808053 = -3498964.123284
  nChanged 2532
		SP:Iteration 8F (4357.100000 sec): 3 clusters
  Score: Raw -3504223.712368 + Penalty 3463.808053 = -3500759.904315
  nChanged 2293
		SP:Iteration 9F (4357.490000 sec): 3 clusters
  Score: Raw -3505685.426041 + Penalty 3463.808053 = -3502221.617988
  nChanged 1824
		SP:Iteration 10Q (4357.800000 sec): 3 clusters
  Score: Raw -3506654.620132 + Penalty 3463.808053 = -3503190.812079
  nChanged 1438
		SP:Iteration 11Q (4358.180000 sec): 3 clusters
  Score: Raw -3507315.608941 + Penalty 3463.808053 = -3503851.800888
  nChanged 1124
		SP:Iteration 12Q (4358.490000 sec): 3 clusters
  Score: Raw -3507725.042597 + Penalty 3463.808053 = -3504261.234544
  nChanged 910
		SP:Iteration 13Q (4358.890000 sec): 3 clusters
  Score: Raw -3507994.269673 + Penalty 3463.808053 = -3504530.461620
  nChanged 713
		SP:Iteration 14Q (4359.250000 sec): 3 clusters
  Score: Raw -3508172.461723 + Penalty 3463.808053 = -3504708.653670
  nChanged 532
		SP:Iteration 15Q (4359.620000 sec): 3 clusters
  Score: Raw -3508284.855033 + Penalty 3463.808053 = -3504821.046980
  nChanged 469
		SP:Iteration 16Q (4359.990000 sec): 3 clusters
  Score: Raw -3508398.220587 + Penalty 3463.808053 = -3504934.412533
  nChanged 435
		SP:Iteration 17Q (4360.360000 sec): 3 clusters
  Score: Raw -3508499.366712 + Penalty 3463.808053 = -3505035.558659
  nChanged 415
		SP:Iteration 18Q (4360.770000 sec): 3 clusters
  Score: Raw -3508581.350647 + Penalty 3463.808053 = -3505117.542594
  nChanged 348
		SP:Iteration 19Q (4361.230000 sec): 3 clusters
  Score: Raw -3508647.145880 + Penalty 3463.808053 = -3505183.337827
  nChanged 359
		SP:Iteration 20F (4361.580000 sec): 3 clusters
  Score: Raw -3508717.555293 + Penalty 3463.808053 = -3505253.747240
  nChanged 358
		SP:Iteration 21Q (4361.960000 sec): 3 clusters
  Score: Raw -3508792.676700 + Penalty 3463.808053 = -3505328.868647
  nChanged 361
		SP:Iteration 22Q (4362.330000 sec): 3 clusters
  Score: Raw -3508869.292181 + Penalty 3463.808053 = -3505405.484128
  nChanged 343
		SP:Iteration 23Q (4362.720000 sec): 3 clusters
  Score: Raw -3508947.811726 + Penalty 3463.808053 = -3505484.003673
  nChanged 366
		SP:Iteration 24Q (4363.090000 sec): 3 clusters
  Score: Raw -3509030.535693 + Penalty 3463.808053 = -3505566.727640
  nChanged 352
		SP:Iteration 25Q (4363.440000 sec): 3 clusters
  Score: Raw -3509100.572538 + Penalty 3463.808053 = -3505636.764485
  nChanged 325
		SP:Iteration 26Q (4363.820000 sec): 3 clusters
  Score: Raw -3509166.948986 + Penalty 3463.808053 = -3505703.140933
  nChanged 351
		SP:Iteration 27Q (4364.220000 sec): 3 clusters
  Score: Raw -3509240.465356 + Penalty 3463.808053 = -3505776.657303
  nChanged 352
		SP:Iteration 28Q (4364.630000 sec): 3 clusters
  Score: Raw -3509314.264429 + Penalty 3463.808053 = -3505850.456376
  nChanged 299
		SP:Iteration 29Q (4365.010000 sec): 3 clusters
  Score: Raw -3509378.079842 + Penalty 3463.808053 = -3505914.271789
  nChanged 336
		SP:Iteration 30Q (4365.330000 sec): 3 clusters
  Score: Raw -3509446.578119 + Penalty 3463.808053 = -3505982.770065
  nChanged 333
		SP:Iteration 31Q (4365.750000 sec): 3 clusters
  Score: Raw -3509512.810956 + Penalty 3463.808053 = -3506049.002903
  nChanged 331
		SP:Iteration 32Q (4366.170000 sec): 3 clusters
  Score: Raw -3509576.159681 + Penalty 3463.808053 = -3506112.351628
  nChanged 316
		SP:Iteration 33Q (4366.530000 sec): 3 clusters
  Score: Raw -3509643.854389 + Penalty 3463.808053 = -3506180.046336
  nChanged 350
		SP:Iteration 34Q (4366.950000 sec): 3 clusters
  Score: Raw -3509721.605050 + Penalty 3463.808053 = -3506257.796997
  nChanged 336
		SP:Iteration 35Q (4367.350000 sec): 3 clusters
  Score: Raw -3509797.901264 + Penalty 3463.808053 = -3506334.093211
  nChanged 315
		SP:Iteration 36Q (4367.740000 sec): 3 clusters
  Score: Raw -3509861.889209 + Penalty 3463.808053 = -3506398.081156
  nChanged 307
		SP:Iteration 37Q (4368.110000 sec): 3 clusters
  Score: Raw -3509919.361027 + Penalty 3463.808053 = -3506455.552974
  nChanged 274
		SP:Iteration 38Q (4368.490000 sec): 3 clusters
  Score: Raw -3509964.734300 + Penalty 3463.808053 = -3506500.926247
  nChanged 248
		SP:Iteration 39Q (4368.810000 sec): 3 clusters
  Score: Raw -3510005.575262 + Penalty 3463.808053 = -3506541.767209
  nChanged 253
		SP:Iteration 40F (4369.190000 sec): 3 clusters
  Score: Raw -3510045.442027 + Penalty 3463.808053 = -3506581.633974
  nChanged 240
		SP:Iteration 41Q (4369.520000 sec): 3 clusters
  Score: Raw -3510083.238770 + Penalty 3463.808053 = -3506619.430717
  nChanged 227
		SP:Iteration 42Q (4369.890000 sec): 3 clusters
  Score: Raw -3510118.535780 + Penalty 3463.808053 = -3506654.727726
  nChanged 238
		SP:Iteration 43Q (4370.230000 sec): 3 clusters
  Score: Raw -3510155.941628 + Penalty 3463.808053 = -3506692.133575
  nChanged 207
		SP:Iteration 44Q (4370.590000 sec): 3 clusters
  Score: Raw -3510191.246078 + Penalty 3463.808053 = -3506727.438025
  nChanged 218
		SP:Iteration 45Q (4370.910000 sec): 3 clusters
  Score: Raw -3510233.896762 + Penalty 3463.808053 = -3506770.088709
  nChanged 232
		SP:Iteration 46Q (4371.270000 sec): 3 clusters
  Score: Raw -3510278.000120 + Penalty 3463.808053 = -3506814.192067
  nChanged 201
		SP:Iteration 47Q (4371.630000 sec): 3 clusters
  Score: Raw -3510316.063815 + Penalty 3463.808053 = -3506852.255762
  nChanged 177
		SP:Iteration 48Q (4371.970000 sec): 3 clusters
  Score: Raw -3510345.931742 + Penalty 3463.808053 = -3506882.123689
  nChanged 177
		SP:Iteration 49Q (4372.340000 sec): 3 clusters
  Score: Raw -3510374.620245 + Penalty 3463.808053 = -3506910.812192
  nChanged 148
		SP:Iteration 50Q (4372.770000 sec): 3 clusters
  Score: Raw -3510398.207059 + Penalty 3463.808053 = -3506934.399006
  nChanged 146
		SP:Iteration 51Q (4373.140000 sec): 3 clusters
  Score: Raw -3510422.874569 + Penalty 3463.808053 = -3506959.066516
  nChanged 171
		SP:Iteration 52Q (4373.520000 sec): 3 clusters
  Score: Raw -3510455.436215 + Penalty 3463.808053 = -3506991.628162
  nChanged 154
		SP:Iteration 53Q (4373.880000 sec): 3 clusters
  Score: Raw -3510483.777030 + Penalty 3463.808053 = -3507019.968977
  nChanged 156
		SP:Iteration 54Q (4374.200000 sec): 3 clusters
  Score: Raw -3510512.079973 + Penalty 3463.808053 = -3507048.271920
  nChanged 158
		SP:Iteration 55Q (4374.580000 sec): 3 clusters
  Score: Raw -3510541.987864 + Penalty 3463.808053 = -3507078.179811
  nChanged 157
		SP:Iteration 56Q (4374.860000 sec): 3 clusters
  Score: Raw -3510571.564465 + Penalty 3463.808053 = -3507107.756412
  nChanged 131
		SP:Iteration 57Q (4375.250000 sec): 3 clusters
  Score: Raw -3510595.138741 + Penalty 3463.808053 = -3507131.330687
  nChanged 119
		SP:Iteration 58Q (4375.580000 sec): 3 clusters
  Score: Raw -3510615.442510 + Penalty 3463.808053 = -3507151.634457
  nChanged 123
		SP:Iteration 59Q (4376.030000 sec): 3 clusters
  Score: Raw -3510634.062979 + Penalty 3463.808053 = -3507170.254926
  nChanged 119
		SP:Iteration 60F (4376.390000 sec): 3 clusters
  Score: Raw -3510653.552206 + Penalty 3463.808053 = -3507189.744153
  nChanged 100
		SP:Iteration 61Q (4376.720000 sec): 3 clusters
  Score: Raw -3510671.199700 + Penalty 3463.808053 = -3507207.391647
  nChanged 124
		SP:Iteration 62Q (4377.090000 sec): 3 clusters
  Score: Raw -3510690.451858 + Penalty 3463.808053 = -3507226.643805
  nChanged 124
		SP:Iteration 63Q (4377.440000 sec): 3 clusters
  Score: Raw -3510712.549380 + Penalty 3463.808053 = -3507248.741327
  nChanged 115
		SP:Iteration 64Q (4377.850000 sec): 3 clusters
  Score: Raw -3510729.883530 + Penalty 3463.808053 = -3507266.075476
  nChanged 107
		SP:Iteration 65Q (4378.200000 sec): 3 clusters
  Score: Raw -3510746.719181 + Penalty 3463.808053 = -3507282.911128
  nChanged 106
		SP:Iteration 66Q (4378.540000 sec): 3 clusters
  Score: Raw -3510762.586987 + Penalty 3463.808053 = -3507298.778933
  nChanged 99
		SP:Iteration 67Q (4378.950000 sec): 3 clusters
  Score: Raw -3510777.263689 + Penalty 3463.808053 = -3507313.455636
  nChanged 86
		SP:Iteration 68Q (4379.390000 sec): 3 clusters
  Score: Raw -3510790.074852 + Penalty 3463.808053 = -3507326.266799
  nChanged 77
		SP:Iteration 69Q (4379.770000 sec): 3 clusters
  Score: Raw -3510801.635649 + Penalty 3463.808053 = -3507337.827596
  nChanged 75
		SP:Iteration 70Q (4380.160000 sec): 3 clusters
  Score: Raw -3510814.508003 + Penalty 3463.808053 = -3507350.699950
  nChanged 86
		SP:Iteration 71Q (4380.530000 sec): 3 clusters
  Score: Raw -3510831.458467 + Penalty 3463.808053 = -3507367.650414
  nChanged 107
		SP:Iteration 72Q (4380.920000 sec): 3 clusters
  Score: Raw -3510853.630596 + Penalty 3463.808053 = -3507389.822543
  nChanged 115
		SP:Iteration 73Q (4381.300000 sec): 3 clusters
  Score: Raw -3510876.655599 + Penalty 3463.808053 = -3507412.847546
  nChanged 112
		SP:Iteration 74Q (4381.660000 sec): 3 clusters
  Score: Raw -3510904.244465 + Penalty 3463.808053 = -3507440.436412
  nChanged 120
		SP:Iteration 75Q (4382.020000 sec): 3 clusters
  Score: Raw -3510931.281254 + Penalty 3463.808053 = -3507467.473201
  nChanged 125
		SP:Iteration 76Q (4382.450000 sec): 3 clusters
  Score: Raw -3510954.048159 + Penalty 3463.808053 = -3507490.240106
  nChanged 94
		SP:Iteration 77Q (4382.820000 sec): 3 clusters
  Score: Raw -3510975.167161 + Penalty 3463.808053 = -3507511.359108
  nChanged 102
		SP:Iteration 78Q (4383.200000 sec): 3 clusters
  Score: Raw -3510996.785460 + Penalty 3463.808053 = -3507532.977407
  nChanged 83
		SP:Iteration 79Q (4383.550000 sec): 3 clusters
  Score: Raw -3511013.932616 + Penalty 3463.808053 = -3507550.124563
  nChanged 83
		SP:Iteration 80F (4383.950000 sec): 3 clusters
  Score: Raw -3511032.007662 + Penalty 3463.808053 = -3507568.199609
  nChanged 84
		SP:Iteration 81Q (4384.330000 sec): 3 clusters
  Score: Raw -3511047.190164 + Penalty 3463.808053 = -3507583.382111
  nChanged 72
		SP:Iteration 82Q (4384.710000 sec): 3 clusters
  Score: Raw -3511062.262100 + Penalty 3463.808053 = -3507598.454047
  nChanged 86
		SP:Iteration 83Q (4385.140000 sec): 3 clusters
  Score: Raw -3511080.865975 + Penalty 3463.808053 = -3507617.057922
  nChanged 82
		SP:Iteration 84Q (4385.500000 sec): 3 clusters
  Score: Raw -3511098.837698 + Penalty 3463.808053 = -3507635.029644
  nChanged 83
		SP:Iteration 85Q (4385.880000 sec): 3 clusters
  Score: Raw -3511115.967500 + Penalty 3463.808053 = -3507652.159447
  nChanged 78
		SP:Iteration 86Q (4386.230000 sec): 3 clusters
  Score: Raw -3511132.110014 + Penalty 3463.808053 = -3507668.301961
  nChanged 78
		SP:Iteration 87Q (4386.630000 sec): 3 clusters
  Score: Raw -3511146.987850 + Penalty 3463.808053 = -3507683.179797
  nChanged 72
		SP:Iteration 88Q (4387.010000 sec): 3 clusters
  Score: Raw -3511161.080200 + Penalty 3463.808053 = -3507697.272147
  nChanged 68
		SP:Iteration 89Q (4387.350000 sec): 3 clusters
  Score: Raw -3511174.182763 + Penalty 3463.808053 = -3507710.374710
  nChanged 59
		SP:Iteration 90Q (4387.740000 sec): 3 clusters
  Score: Raw -3511184.197355 + Penalty 3463.808053 = -3507720.389302
  nChanged 58
		SP:Iteration 91Q (4388.100000 sec): 3 clusters
  Score: Raw -3511192.756022 + Penalty 3463.808053 = -3507728.947969
  nChanged 50
		SP:Iteration 92Q (4388.500000 sec): 3 clusters
  Score: Raw -3511200.921859 + Penalty 3463.808053 = -3507737.113806
  nChanged 44
		SP:Iteration 93Q (4388.880000 sec): 3 clusters
  Score: Raw -3511207.254488 + Penalty 3463.808053 = -3507743.446435
  nChanged 41
		SP:Iteration 94Q (4389.250000 sec): 3 clusters
  Score: Raw -3511212.138612 + Penalty 3463.808053 = -3507748.330559
  nChanged 31
		SP:Iteration 95Q (4389.580000 sec): 3 clusters
  Score: Raw -3511216.738690 + Penalty 3463.808053 = -3507752.930637
  nChanged 27
		SP:Iteration 96Q (4389.970000 sec): 3 clusters
  Score: Raw -3511220.602324 + Penalty 3463.808053 = -3507756.794271
  nChanged 23
		SP:Iteration 97Q (4390.320000 sec): 3 clusters
  Score: Raw -3511223.053102 + Penalty 3463.808053 = -3507759.245049
  nChanged 18
		SP:Iteration 98Q (4390.700000 sec): 3 clusters
  Score: Raw -3511225.320723 + Penalty 3463.808053 = -3507761.512670
  nChanged 12
		SP:Iteration 99Q (4391.080000 sec): 3 clusters
  Score: Raw -3511226.764439 + Penalty 3463.808053 = -3507762.956385
  nChanged 14
		SP:Iteration 100F (4391.440000 sec): 3 clusters
  Score: Raw -3511229.133897 + Penalty 3463.808053 = -3507765.325844
  nChanged 18
		SP:Iteration 101Q (4391.810000 sec): 3 clusters
  Score: Raw -3511232.267421 + Penalty 3463.808053 = -3507768.459368
  nChanged 25
		SP:Iteration 102Q (4392.210000 sec): 3 clusters
  Score: Raw -3511235.865922 + Penalty 3463.808053 = -3507772.057869
  nChanged 23
		SP:Iteration 103Q (4392.610000 sec): 3 clusters
  Score: Raw -3511239.456569 + Penalty 3463.808053 = -3507775.648516
  nChanged 20
		SP:Iteration 104Q (4393.050000 sec): 3 clusters
  Score: Raw -3511243.407585 + Penalty 3463.808053 = -3507779.599532
  nChanged 24
		SP:Iteration 105Q (4393.410000 sec): 3 clusters
  Score: Raw -3511246.559491 + Penalty 3463.808053 = -3507782.751438
  nChanged 16
		SP:Iteration 106Q (4393.810000 sec): 3 clusters
  Score: Raw -3511248.617426 + Penalty 3463.808053 = -3507784.809373
  nChanged 14
		SP:Iteration 107Q (4394.160000 sec): 3 clusters
  Score: Raw -3511250.800661 + Penalty 3463.808053 = -3507786.992608
  nChanged 11
		SP:Iteration 108Q (4394.540000 sec): 3 clusters
  Score: Raw -3511252.010793 + Penalty 3463.808053 = -3507788.202740
  nChanged 11
		SP:Iteration 109Q (4394.980000 sec): 3 clusters
  Score: Raw -3511253.066069 + Penalty 3463.808053 = -3507789.258016
  nChanged 6
		SP:Iteration 110Q (4395.380000 sec): 3 clusters
  Score: Raw -3511253.812925 + Penalty 3463.808053 = -3507790.004872
  nChanged 10
		SP:Iteration 111Q (4395.800000 sec): 3 clusters
  Score: Raw -3511255.712392 + Penalty 3463.808053 = -3507791.904339
  nChanged 14
		SP:Iteration 112Q (4396.210000 sec): 3 clusters
  Score: Raw -3511258.014632 + Penalty 3463.808053 = -3507794.206579
  nChanged 19
		SP:Iteration 113Q (4396.590000 sec): 3 clusters
  Score: Raw -3511261.228362 + Penalty 3463.808053 = -3507797.420308
  nChanged 23
		SP:Iteration 114Q (4396.980000 sec): 3 clusters
  Score: Raw -3511264.062618 + Penalty 3463.808053 = -3507800.254565
  nChanged 18
		SP:Iteration 115Q (4397.340000 sec): 3 clusters
  Score: Raw -3511266.335364 + Penalty 3463.808053 = -3507802.527311
  nChanged 20
		SP:Iteration 116Q (4397.720000 sec): 3 clusters
  Score: Raw -3511268.761107 + Penalty 3463.808053 = -3507804.953054
  nChanged 13
		SP:Iteration 117Q (4398.110000 sec): 3 clusters
  Score: Raw -3511270.465218 + Penalty 3463.808053 = -3507806.657164
  nChanged 17
		SP:Iteration 118Q (4398.450000 sec): 3 clusters
  Score: Raw -3511273.671939 + Penalty 3463.808053 = -3507809.863886
  nChanged 19
		SP:Iteration 119Q (4398.860000 sec): 3 clusters
  Score: Raw -3511276.611277 + Penalty 3463.808053 = -3507812.803223
  nChanged 20
		SP:Iteration 120F (4399.220000 sec): 3 clusters
  Score: Raw -3511279.386355 + Penalty 3463.808053 = -3507815.578302
  nChanged 14
		SP:Iteration 121Q (4399.580000 sec): 3 clusters
  Score: Raw -3511281.171284 + Penalty 3463.808053 = -3507817.363231
  nChanged 13
		SP:Iteration 122Q (4399.890000 sec): 3 clusters
  Score: Raw -3511283.343779 + Penalty 3463.808053 = -3507819.535726
  nChanged 19
		SP:Iteration 123Q (4400.290000 sec): 3 clusters
  Score: Raw -3511285.940730 + Penalty 3463.808053 = -3507822.132677
  nChanged 12
		SP:Iteration 124Q (4400.620000 sec): 3 clusters
  Score: Raw -3511287.232834 + Penalty 3463.808053 = -3507823.424781
  nChanged 8
		SP:Iteration 125Q (4400.990000 sec): 3 clusters
  Score: Raw -3511288.452096 + Penalty 3463.808053 = -3507824.644043
  nChanged 14
		SP:Iteration 126Q (4401.380000 sec): 3 clusters
  Score: Raw -3511290.234545 + Penalty 3463.808053 = -3507826.426491
  nChanged 12
		SP:Iteration 127Q (4401.740000 sec): 3 clusters
  Score: Raw -3511291.936148 + Penalty 3463.808053 = -3507828.128095
  nChanged 10
		SP:Iteration 128Q (4402.130000 sec): 3 clusters
  Score: Raw -3511293.487188 + Penalty 3463.808053 = -3507829.679135
  nChanged 8
		SP:Iteration 129Q (4402.480000 sec): 3 clusters
  Score: Raw -3511294.880461 + Penalty 3463.808053 = -3507831.072408
  nChanged 7
		SP:Iteration 130Q (4402.860000 sec): 3 clusters
  Score: Raw -3511295.874739 + Penalty 3463.808053 = -3507832.066686
  nChanged 11
		SP:Iteration 131Q (4403.270000 sec): 3 clusters
  Score: Raw -3511297.496176 + Penalty 3463.808053 = -3507833.688123
  nChanged 9
		SP:Iteration 132Q (4403.650000 sec): 3 clusters
  Score: Raw -3511298.883611 + Penalty 3463.808053 = -3507835.075558
  nChanged 10
		SP:Iteration 133Q (4404.050000 sec): 3 clusters
  Score: Raw -3511300.348941 + Penalty 3463.808053 = -3507836.540888
  nChanged 11
		SP:Iteration 134Q (4404.380000 sec): 3 clusters
  Score: Raw -3511302.134735 + Penalty 3463.808053 = -3507838.326682
  nChanged 17
		SP:Iteration 135Q (4404.730000 sec): 3 clusters
  Score: Raw -3511304.519856 + Penalty 3463.808053 = -3507840.711803
  nChanged 14
		SP:Iteration 136Q (4405.100000 sec): 3 clusters
  Score: Raw -3511306.945516 + Penalty 3463.808053 = -3507843.137462
  nChanged 19
		SP:Iteration 137Q (4405.440000 sec): 3 clusters
  Score: Raw -3511309.642283 + Penalty 3463.808053 = -3507845.834230
  nChanged 15
		SP:Iteration 138Q (4405.830000 sec): 3 clusters
  Score: Raw -3511311.648773 + Penalty 3463.808053 = -3507847.840720
  nChanged 9
		SP:Iteration 139Q (4406.150000 sec): 3 clusters
  Score: Raw -3511312.853274 + Penalty 3463.808053 = -3507849.045221
  nChanged 6
		SP:Iteration 140F (4406.570000 sec): 3 clusters
  Score: Raw -3511313.808661 + Penalty 3463.808053 = -3507850.000608
  nChanged 10
		SP:Iteration 141Q (4406.910000 sec): 3 clusters
  Score: Raw -3511314.808946 + Penalty 3463.808053 = -3507851.000893
  nChanged 10
		SP:Iteration 142Q (4407.260000 sec): 3 clusters
  Score: Raw -3511315.856785 + Penalty 3463.808053 = -3507852.048732
  nChanged 9
		SP:Iteration 143Q (4407.700000 sec): 3 clusters
  Score: Raw -3511317.133234 + Penalty 3463.808053 = -3507853.325181
  nChanged 8
		SP:Iteration 144Q (4408.010000 sec): 3 clusters
  Score: Raw -3511318.043046 + Penalty 3463.808053 = -3507854.234993
  nChanged 9
		SP:Iteration 145Q (4408.350000 sec): 3 clusters
  Score: Raw -3511318.994140 + Penalty 3463.808053 = -3507855.186087
  nChanged 6
		SP:Iteration 146Q (4408.680000 sec): 3 clusters
  Score: Raw -3511319.849940 + Penalty 3463.808053 = -3507856.041887
  nChanged 8
		SP:Iteration 147Q (4409.100000 sec): 3 clusters
  Score: Raw -3511322.060850 + Penalty 3463.808053 = -3507858.252797
  nChanged 21
		SP:Iteration 148Q (4409.480000 sec): 3 clusters
  Score: Raw -3511328.319168 + Penalty 3463.808053 = -3507864.511115
  nChanged 30
		SP:Iteration 149Q (4409.870000 sec): 3 clusters
  Score: Raw -3511335.694438 + Penalty 3463.808053 = -3507871.886385
  nChanged 35
		SP:Iteration 150Q (4410.260000 sec): 3 clusters
  Score: Raw -3511342.382668 + Penalty 3463.808053 = -3507878.574615
  nChanged 30
		SP:Iteration 151Q (4410.600000 sec): 3 clusters
  Score: Raw -3511348.707085 + Penalty 3463.808053 = -3507884.899032
  nChanged 27
		SP:Iteration 152Q (4410.970000 sec): 3 clusters
  Score: Raw -3511354.408655 + Penalty 3463.808053 = -3507890.600602
  nChanged 28
		SP:Iteration 153Q (4411.350000 sec): 3 clusters
  Score: Raw -3511359.794836 + Penalty 3463.808053 = -3507895.986783
  nChanged 20
		SP:Iteration 154Q (4411.710000 sec): 3 clusters
  Score: Raw -3511364.333418 + Penalty 3463.808053 = -3507900.525365
  nChanged 27
		SP:Iteration 155Q (4412.100000 sec): 3 clusters
  Score: Raw -3511368.923290 + Penalty 3463.808053 = -3507905.115237
  nChanged 29
		SP:Iteration 156Q (4412.430000 sec): 3 clusters
  Score: Raw -3511374.351741 + Penalty 3463.808053 = -3507910.543688
  nChanged 24
		SP:Iteration 157Q (4412.800000 sec): 3 clusters
  Score: Raw -3511378.303043 + Penalty 3463.808053 = -3507914.494990
  nChanged 27
		SP:Iteration 158Q (4413.130000 sec): 3 clusters
  Score: Raw -3511382.196476 + Penalty 3463.808053 = -3507918.388423
  nChanged 18
		SP:Iteration 159Q (4413.440000 sec): 3 clusters
  Score: Raw -3511385.006629 + Penalty 3463.808053 = -3507921.198576
  nChanged 15
		SP:Iteration 160F (4413.870000 sec): 3 clusters
  Score: Raw -3511387.345681 + Penalty 3463.808053 = -3507923.537628
  nChanged 11
		SP:Iteration 161Q (4414.200000 sec): 3 clusters
  Score: Raw -3511388.664469 + Penalty 3463.808053 = -3507924.856416
  nChanged 4
		SP:Iteration 162Q (4414.620000 sec): 3 clusters
  Score: Raw -3511389.136066 + Penalty 3463.808053 = -3507925.328012
  nChanged 8
		SP:Iteration 163Q (4414.950000 sec): 3 clusters
  Score: Raw -3511390.603388 + Penalty 3463.808053 = -3507926.795335
  nChanged 8
		SP:Iteration 164Q (4415.360000 sec): 3 clusters
  Score: Raw -3511391.859550 + Penalty 3463.808053 = -3507928.051497
  nChanged 11
		SP:Iteration 165Q (4415.730000 sec): 3 clusters
  Score: Raw -3511393.326227 + Penalty 3463.808053 = -3507929.518174
  nChanged 11
		SP:Iteration 166Q (4416.090000 sec): 3 clusters
  Score: Raw -3511394.517189 + Penalty 3463.808053 = -3507930.709136
  nChanged 8
		SP:Iteration 167Q (4416.430000 sec): 3 clusters
  Score: Raw -3511396.109031 + Penalty 3463.808053 = -3507932.300978
  nChanged 8
		SP:Iteration 168Q (4416.850000 sec): 3 clusters
  Score: Raw -3511397.195770 + Penalty 3463.808053 = -3507933.387717
  nChanged 8
		SP:Iteration 169Q (4417.190000 sec): 3 clusters
  Score: Raw -3511398.146787 + Penalty 3463.808053 = -3507934.338734
  nChanged 7
		SP:Iteration 170Q (4417.570000 sec): 3 clusters
  Score: Raw -3511399.046041 + Penalty 3463.808053 = -3507935.237988
  nChanged 6
		SP:Iteration 171Q (4417.890000 sec): 3 clusters
  Score: Raw -3511399.980500 + Penalty 3463.808053 = -3507936.172447
  nChanged 2
		SP:Iteration 172Q (4418.270000 sec): 3 clusters
  Score: Raw -3511400.209978 + Penalty 3463.808053 = -3507936.401925
  nChanged 1
		SP:Iteration 173Q (4418.590000 sec): 3 clusters
  Score: Raw -3511400.245690 + Penalty 3463.808053 = -3507936.437637
  nChanged 0
		SP:Iteration 174F (4419.010000 sec): 3 clusters
  Score: Raw -3511400.245690 + Penalty 3463.808053 = -3507936.437637
  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 10.68 GB.

 Trying to split cluster 31 (7183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4419.210000 sec): 2 clusters
  Score: Raw -535565.789494 + Penalty 1442.914265 = -534122.875229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4419.440000 sec): 3 clusters
  Score: Raw -531814.691643 + Penalty 2885.828531 = -528928.863112
  nChanged 3112
		SP:Iteration 1F (4419.610000 sec): 3 clusters
  Score: Raw -535095.970403 + Penalty 2885.828531 = -532210.141872
  nChanged 1056
		SP:Iteration 2F (4419.790000 sec): 3 clusters
  Score: Raw -536670.782081 + Penalty 2885.828531 = -533784.953550
  nChanged 754
		SP:Iteration 3F (4419.990000 sec): 3 clusters
  Score: Raw -537692.351043 + Penalty 2885.828531 = -534806.522512
  nChanged 468
		SP:Iteration 4F (4420.160000 sec): 3 clusters
  Score: Raw -538348.385275 + Penalty 2885.828531 = -535462.556744
  nChanged 308
		SP:Iteration 5Q (4420.380000 sec): 3 clusters
  Score: Raw -538801.612139 + Penalty 2885.828531 = -535915.783609
  nChanged 232
		SP:Iteration 6Q (4420.570000 sec): 3 clusters
  Score: Raw -539144.747725 + Penalty 2885.828531 = -536258.919195
  nChanged 232
		SP:Iteration 7Q (4420.750000 sec): 3 clusters
  Score: Raw -539430.961658 + Penalty 2885.828531 = -536545.133127
  nChanged 214
		SP:Iteration 8Q (4420.950000 sec): 3 clusters
  Score: Raw -539675.388946 + Penalty 2885.828531 = -536789.560415
  nChanged 201
		SP:Iteration 9Q (4421.150000 sec): 3 clusters
  Score: Raw -539831.097885 + Penalty 2885.828531 = -536945.269354
  nChanged 132
		SP:Iteration 10Q (4421.360000 sec): 3 clusters
  Score: Raw -539904.293837 + Penalty 2885.828531 = -537018.465306
  nChanged 105
		SP:Iteration 11Q (4421.550000 sec): 3 clusters
  Score: Raw -539957.532072 + Penalty 2885.828531 = -537071.703541
  nChanged 86
		SP:Iteration 12Q (4421.740000 sec): 3 clusters
  Score: Raw -540000.919187 + Penalty 2885.828531 = -537115.090656
  nChanged 70
		SP:Iteration 13Q (4421.930000 sec): 3 clusters
  Score: Raw -540040.525941 + Penalty 2885.828531 = -537154.697411
  nChanged 64
		SP:Iteration 14Q (4422.150000 sec): 3 clusters
  Score: Raw -540065.957563 + Penalty 2885.828531 = -537180.129032
  nChanged 54
		SP:Iteration 15Q (4422.390000 sec): 3 clusters
  Score: Raw -540085.876031 + Penalty 2885.828531 = -537200.047500
  nChanged 47
		SP:Iteration 16Q (4422.570000 sec): 3 clusters
  Score: Raw -540100.090023 + Penalty 2885.828531 = -537214.261493
  nChanged 37
		SP:Iteration 17Q (4422.780000 sec): 3 clusters
  Score: Raw -540107.457945 + Penalty 2885.828531 = -537221.629414
  nChanged 23
		SP:Iteration 18Q (4423.030000 sec): 3 clusters
  Score: Raw -540112.125223 + Penalty 2885.828531 = -537226.296692
  nChanged 20
		SP:Iteration 19Q (4423.210000 sec): 3 clusters
  Score: Raw -540115.233527 + Penalty 2885.828531 = -537229.404996
  nChanged 14
		SP:Iteration 20F (4423.420000 sec): 3 clusters
  Score: Raw -540117.501335 + Penalty 2885.828531 = -537231.672804
  nChanged 12
		SP:Iteration 21Q (4423.650000 sec): 3 clusters
  Score: Raw -540118.813467 + Penalty 2885.828531 = -537232.984937
  nChanged 9
		SP:Iteration 22Q (4423.870000 sec): 3 clusters
  Score: Raw -540120.582013 + Penalty 2885.828531 = -537234.753482
  nChanged 6
		SP:Iteration 23Q (4424.060000 sec): 3 clusters
  Score: Raw -540121.292290 + Penalty 2885.828531 = -537235.463759
  nChanged 5
		SP:Iteration 24Q (4424.290000 sec): 3 clusters
  Score: Raw -540122.013107 + Penalty 2885.828531 = -537236.184576
  nChanged 3
		SP:Iteration 25Q (4424.480000 sec): 3 clusters
  Score: Raw -540122.631762 + Penalty 2885.828531 = -537236.803231
  nChanged 1
		SP:Iteration 26Q (4424.690000 sec): 3 clusters
  Score: Raw -540122.710053 + Penalty 2885.828531 = -537236.881522
  nChanged 0
		SP:Iteration 27F (4424.870000 sec): 3 clusters
  Score: Raw -540122.710053 + Penalty 2885.828531 = -537236.881522
  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 10.68 GB.

 Trying to split cluster 32 (26124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4425.100000 sec): 2 clusters
  Score: Raw -2208728.862478 + Penalty 1652.724078 = -2207076.138400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4425.400000 sec): 3 clusters
  Score: Raw -2192780.813517 + Penalty 3305.448156 = -2189475.365361
  nChanged 11906
		SP:Iteration 1F (4425.700000 sec): 3 clusters
  Score: Raw -2199499.869885 + Penalty 3305.448156 = -2196194.421729
  nChanged 1214
		SP:Iteration 2Q (4426.060000 sec): 3 clusters
  Score: Raw -2199897.040457 + Penalty 3305.448156 = -2196591.592301
  nChanged 1122
		SP:Iteration 3Q (4426.360000 sec): 3 clusters
  Score: Raw -2200261.009565 + Penalty 3305.448156 = -2196955.561408
  nChanged 1036
		SP:Iteration 4Q (4426.700000 sec): 3 clusters
  Score: Raw -2200602.675099 + Penalty 3305.448156 = -2197297.226943
  nChanged 1027
		SP:Iteration 5Q (4427.010000 sec): 3 clusters
  Score: Raw -2200964.451289 + Penalty 3305.448156 = -2197659.003132
  nChanged 1042
		SP:Iteration 6Q (4427.330000 sec): 3 clusters
  Score: Raw -2201380.220150 + Penalty 3305.448156 = -2198074.771994
  nChanged 1119
		SP:Iteration 7Q (4427.640000 sec): 3 clusters
  Score: Raw -2201965.094535 + Penalty 3305.448156 = -2198659.646379
  nChanged 1254
		SP:Iteration 8Q (4427.960000 sec): 3 clusters
  Score: Raw -2202761.049827 + Penalty 3305.448156 = -2199455.601671
  nChanged 1292
		SP:Iteration 9Q (4428.270000 sec): 3 clusters
  Score: Raw -2203671.977675 + Penalty 3305.448156 = -2200366.529519
  nChanged 1258
		SP:Iteration 10Q (4428.650000 sec): 3 clusters
  Score: Raw -2204459.821384 + Penalty 3305.448156 = -2201154.373228
  nChanged 958
		SP:Iteration 11Q (4429.020000 sec): 3 clusters
  Score: Raw -2204882.804913 + Penalty 3305.448156 = -2201577.356757
  nChanged 647
		SP:Iteration 12Q (4429.320000 sec): 3 clusters
  Score: Raw -2205094.083733 + Penalty 3305.448156 = -2201788.635577
  nChanged 463
		SP:Iteration 13Q (4429.640000 sec): 3 clusters
  Score: Raw -2205240.027953 + Penalty 3305.448156 = -2201934.579797
  nChanged 426
		SP:Iteration 14Q (4429.950000 sec): 3 clusters
  Score: Raw -2205382.104382 + Penalty 3305.448156 = -2202076.656226
  nChanged 445
		SP:Iteration 15Q (4430.190000 sec): 3 clusters
  Score: Raw -2205531.029345 + Penalty 3305.448156 = -2202225.581189
  nChanged 434
		SP:Iteration 16Q (4430.490000 sec): 3 clusters
  Score: Raw -2205678.452366 + Penalty 3305.448156 = -2202373.004210
  nChanged 444
		SP:Iteration 17Q (4430.800000 sec): 3 clusters
  Score: Raw -2205837.110067 + Penalty 3305.448156 = -2202531.661911
  nChanged 474
		SP:Iteration 18Q (4431.090000 sec): 3 clusters
  Score: Raw -2206016.822880 + Penalty 3305.448156 = -2202711.374724
  nChanged 473
		SP:Iteration 19Q (4431.400000 sec): 3 clusters
  Score: Raw -2206198.038579 + Penalty 3305.448156 = -2202892.590423
  nChanged 499
		SP:Iteration 20F (4431.700000 sec): 3 clusters
  Score: Raw -2206410.496193 + Penalty 3305.448156 = -2203105.048037
  nChanged 518
		SP:Iteration 21Q (4432.020000 sec): 3 clusters
  Score: Raw -2206644.856716 + Penalty 3305.448156 = -2203339.408560
  nChanged 494
		SP:Iteration 22Q (4432.350000 sec): 3 clusters
  Score: Raw -2206894.923119 + Penalty 3305.448156 = -2203589.474963
  nChanged 506
		SP:Iteration 23Q (4432.670000 sec): 3 clusters
  Score: Raw -2207186.400047 + Penalty 3305.448156 = -2203880.951891
  nChanged 490
		SP:Iteration 24Q (4432.950000 sec): 3 clusters
  Score: Raw -2207470.303594 + Penalty 3305.448156 = -2204164.855438
  nChanged 418
		SP:Iteration 25Q (4433.290000 sec): 3 clusters
  Score: Raw -2207725.899937 + Penalty 3305.448156 = -2204420.451781
  nChanged 409
		SP:Iteration 26Q (4433.530000 sec): 3 clusters
  Score: Raw -2207997.913736 + Penalty 3305.448156 = -2204692.465580
  nChanged 390
		SP:Iteration 27Q (4433.910000 sec): 3 clusters
  Score: Raw -2208271.186667 + Penalty 3305.448156 = -2204965.738511
  nChanged 329
		SP:Iteration 28Q (4434.180000 sec): 3 clusters
  Score: Raw -2208514.639709 + Penalty 3305.448156 = -2205209.191553
  nChanged 225
		SP:Iteration 29Q (4434.480000 sec): 3 clusters
  Score: Raw -2208668.184972 + Penalty 3305.448156 = -2205362.736816
  nChanged 161
		SP:Iteration 30Q (4434.780000 sec): 3 clusters
  Score: Raw -2208787.679920 + Penalty 3305.448156 = -2205482.231764
  nChanged 134
		SP:Iteration 31Q (4435.040000 sec): 3 clusters
  Score: Raw -2208895.518886 + Penalty 3305.448156 = -2205590.070730
  nChanged 92
		SP:Iteration 32Q (4435.330000 sec): 3 clusters
  Score: Raw -2208968.396211 + Penalty 3305.448156 = -2205662.948055
  nChanged 52
		SP:Iteration 33Q (4435.640000 sec): 3 clusters
  Score: Raw -2208998.190894 + Penalty 3305.448156 = -2205692.742738
  nChanged 43
		SP:Iteration 34Q (4435.950000 sec): 3 clusters
  Score: Raw -2209020.393199 + Penalty 3305.448156 = -2205714.945043
  nChanged 27
		SP:Iteration 35Q (4436.270000 sec): 3 clusters
  Score: Raw -2209036.407802 + Penalty 3305.448156 = -2205730.959645
  nChanged 29
		SP:Iteration 36Q (4436.570000 sec): 3 clusters
  Score: Raw -2209052.175902 + Penalty 3305.448156 = -2205746.727746
  nChanged 20
		SP:Iteration 37Q (4436.860000 sec): 3 clusters
  Score: Raw -2209063.163004 + Penalty 3305.448156 = -2205757.714848
  nChanged 16
		SP:Iteration 38Q (4437.120000 sec): 3 clusters
  Score: Raw -2209069.331957 + Penalty 3305.448156 = -2205763.883801
  nChanged 9
		SP:Iteration 39Q (4437.460000 sec): 3 clusters
  Score: Raw -2209073.702671 + Penalty 3305.448156 = -2205768.254515
  nChanged 7
		SP:Iteration 40F (4437.760000 sec): 3 clusters
  Score: Raw -2209077.337522 + Penalty 3305.448156 = -2205771.889366
  nChanged 10
		SP:Iteration 41Q (4438.060000 sec): 3 clusters
  Score: Raw -2209082.922341 + Penalty 3305.448156 = -2205777.474185
  nChanged 7
		SP:Iteration 42Q (4438.300000 sec): 3 clusters
  Score: Raw -2209085.752320 + Penalty 3305.448156 = -2205780.304164
  nChanged 3
		SP:Iteration 43Q (4438.620000 sec): 3 clusters
  Score: Raw -2209087.464887 + Penalty 3305.448156 = -2205782.016731
  nChanged 5
		SP:Iteration 44Q (4438.900000 sec): 3 clusters
  Score: Raw -2209088.880049 + Penalty 3305.448156 = -2205783.431893
  nChanged 4
		SP:Iteration 45Q (4439.190000 sec): 3 clusters
  Score: Raw -2209089.865358 + Penalty 3305.448156 = -2205784.417202
  nChanged 1
		SP:Iteration 46Q (4439.480000 sec): 3 clusters
  Score: Raw -2209090.229298 + Penalty 3305.448156 = -2205784.781142
  nChanged 1
		SP:Iteration 47Q (4439.770000 sec): 3 clusters
  Score: Raw -2209090.688967 + Penalty 3305.448156 = -2205785.240811
  nChanged 1
		SP:Iteration 48Q (4440.060000 sec): 3 clusters
  Score: Raw -2209090.863821 + Penalty 3305.448156 = -2205785.415665
  nChanged 1
		SP:Iteration 49Q (4440.320000 sec): 3 clusters
  Score: Raw -2209091.238150 + Penalty 3305.448156 = -2205785.789994
  nChanged 0
		SP:Iteration 50F (4440.660000 sec): 3 clusters
  Score: Raw -2209091.238150 + Penalty 3305.448156 = -2205785.789994
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 33 (7450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4440.760000 sec): 2 clusters
  Score: Raw -517366.082732 + Penalty 1448.845013 = -515917.237719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4441.000000 sec): 3 clusters
  Score: Raw -513310.552968 + Penalty 2897.690026 = -510412.862942
  nChanged 3182
		SP:Iteration 1F (4441.220000 sec): 3 clusters
  Score: Raw -515727.090552 + Penalty 2897.690026 = -512829.400526
  nChanged 887
		SP:Iteration 2F (4441.420000 sec): 3 clusters
  Score: Raw -516850.747879 + Penalty 2897.690026 = -513953.057853
  nChanged 829
		SP:Iteration 3F (4441.610000 sec): 3 clusters
  Score: Raw -517881.152534 + Penalty 2897.690026 = -514983.462508
  nChanged 613
		SP:Iteration 4F (4441.830000 sec): 3 clusters
  Score: Raw -518517.026530 + Penalty 2897.690026 = -515619.336504
  nChanged 417
		SP:Iteration 5F (4442.040000 sec): 3 clusters
  Score: Raw -518860.035244 + Penalty 2897.690026 = -515962.345217
  nChanged 275
		SP:Iteration 6Q (4442.210000 sec): 3 clusters
  Score: Raw -519073.185839 + Penalty 2897.690026 = -516175.495813
  nChanged 223
		SP:Iteration 7Q (4442.410000 sec): 3 clusters
  Score: Raw -519224.605007 + Penalty 2897.690026 = -516326.914981
  nChanged 174
		SP:Iteration 8Q (4442.600000 sec): 3 clusters
  Score: Raw -519313.874673 + Penalty 2897.690026 = -516416.184647
  nChanged 131
		SP:Iteration 9Q (4442.790000 sec): 3 clusters
  Score: Raw -519360.361333 + Penalty 2897.690026 = -516462.671306
  nChanged 90
		SP:Iteration 10Q (4443.040000 sec): 3 clusters
  Score: Raw -519395.401925 + Penalty 2897.690026 = -516497.711899
  nChanged 79
		SP:Iteration 11Q (4443.200000 sec): 3 clusters
  Score: Raw -519421.894866 + Penalty 2897.690026 = -516524.204840
  nChanged 72
		SP:Iteration 12Q (4443.410000 sec): 3 clusters
  Score: Raw -519448.923759 + Penalty 2897.690026 = -516551.233732
  nChanged 67
		SP:Iteration 13Q (4443.560000 sec): 3 clusters
  Score: Raw -519469.659868 + Penalty 2897.690026 = -516571.969841
  nChanged 62
		SP:Iteration 14Q (4443.750000 sec): 3 clusters
  Score: Raw -519488.711390 + Penalty 2897.690026 = -516591.021364
  nChanged 54
		SP:Iteration 15Q (4443.930000 sec): 3 clusters
  Score: Raw -519502.780373 + Penalty 2897.690026 = -516605.090346
  nChanged 59
		SP:Iteration 16Q (4444.130000 sec): 3 clusters
  Score: Raw -519519.392100 + Penalty 2897.690026 = -516621.702074
  nChanged 50
		SP:Iteration 17Q (4444.360000 sec): 3 clusters
  Score: Raw -519537.525030 + Penalty 2897.690026 = -516639.835004
  nChanged 61
		SP:Iteration 18Q (4444.630000 sec): 3 clusters
  Score: Raw -519554.005956 + Penalty 2897.690026 = -516656.315930
  nChanged 56
		SP:Iteration 19Q (4444.860000 sec): 3 clusters
  Score: Raw -519567.767925 + Penalty 2897.690026 = -516670.077899
  nChanged 45
		SP:Iteration 20F (4445.090000 sec): 3 clusters
  Score: Raw -519579.700910 + Penalty 2897.690026 = -516682.010884
  nChanged 45
		SP:Iteration 21Q (4445.310000 sec): 3 clusters
  Score: Raw -519592.302202 + Penalty 2897.690026 = -516694.612176
  nChanged 42
		SP:Iteration 22Q (4445.560000 sec): 3 clusters
  Score: Raw -519604.368661 + Penalty 2897.690026 = -516706.678635
  nChanged 44
		SP:Iteration 23Q (4445.770000 sec): 3 clusters
  Score: Raw -519624.301985 + Penalty 2897.690026 = -516726.611958
  nChanged 45
		SP:Iteration 24Q (4445.960000 sec): 3 clusters
  Score: Raw -519665.452950 + Penalty 2897.690026 = -516767.762924
  nChanged 68
		SP:Iteration 25Q (4446.160000 sec): 3 clusters
  Score: Raw -519707.893351 + Penalty 2897.690026 = -516810.203325
  nChanged 65
		SP:Iteration 26Q (4446.360000 sec): 3 clusters
  Score: Raw -519727.059523 + Penalty 2897.690026 = -516829.369497
  nChanged 51
		SP:Iteration 27Q (4446.570000 sec): 3 clusters
  Score: Raw -519741.073201 + Penalty 2897.690026 = -516843.383175
  nChanged 33
		SP:Iteration 28Q (4446.790000 sec): 3 clusters
  Score: Raw -519747.145103 + Penalty 2897.690026 = -516849.455077
  nChanged 17
		SP:Iteration 29Q (4447.000000 sec): 3 clusters
  Score: Raw -519750.143715 + Penalty 2897.690026 = -516852.453689
  nChanged 18
		SP:Iteration 30Q (4447.240000 sec): 3 clusters
  Score: Raw -519752.992920 + Penalty 2897.690026 = -516855.302893
  nChanged 15
		SP:Iteration 31Q (4447.470000 sec): 3 clusters
  Score: Raw -519754.597766 + Penalty 2897.690026 = -516856.907740
  nChanged 11
		SP:Iteration 32Q (4447.730000 sec): 3 clusters
  Score: Raw -519755.689894 + Penalty 2897.690026 = -516857.999867
  nChanged 6
		SP:Iteration 33Q (4447.920000 sec): 3 clusters
  Score: Raw -519756.514051 + Penalty 2897.690026 = -516858.824024
  nChanged 7
		SP:Iteration 34Q (4448.150000 sec): 3 clusters
  Score: Raw -519757.415432 + Penalty 2897.690026 = -516859.725406
  nChanged 7
		SP:Iteration 35Q (4448.350000 sec): 3 clusters
  Score: Raw -519758.119776 + Penalty 2897.690026 = -516860.429749
  nChanged 2
		SP:Iteration 36Q (4448.550000 sec): 3 clusters
  Score: Raw -519758.380804 + Penalty 2897.690026 = -516860.690778
  nChanged 2
		SP:Iteration 37Q (4448.770000 sec): 3 clusters
  Score: Raw -519758.614353 + Penalty 2897.690026 = -516860.924327
  nChanged 2
		SP:Iteration 38Q (4448.990000 sec): 3 clusters
  Score: Raw -519758.714037 + Penalty 2897.690026 = -516861.024011
  nChanged 1
		SP:Iteration 39Q (4449.260000 sec): 3 clusters
  Score: Raw -519758.883387 + Penalty 2897.690026 = -516861.193361
  nChanged 1
		SP:Iteration 40F (4449.500000 sec): 3 clusters
  Score: Raw -519759.097360 + Penalty 2897.690026 = -516861.407334
  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 10.68 GB.

 Trying to split cluster 34 (26092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4449.760000 sec): 2 clusters
  Score: Raw -2206596.254460 + Penalty 1652.524905 = -2204943.729555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4450.030000 sec): 3 clusters
  Score: Raw -2190665.764710 + Penalty 3305.049811 = -2187360.714900
  nChanged 11944
		SP:Iteration 1F (4450.340000 sec): 3 clusters
  Score: Raw -2198067.828889 + Penalty 3305.049811 = -2194762.779078
  nChanged 1789
		SP:Iteration 2F (4450.610000 sec): 3 clusters
  Score: Raw -2199495.790282 + Penalty 3305.049811 = -2196190.740471
  nChanged 2064
		SP:Iteration 3F (4450.910000 sec): 3 clusters
  Score: Raw -2201250.580056 + Penalty 3305.049811 = -2197945.530245
  nChanged 2198
		SP:Iteration 4F (4451.240000 sec): 3 clusters
  Score: Raw -2202959.894008 + Penalty 3305.049811 = -2199654.844197
  nChanged 1956
		SP:Iteration 5F (4451.500000 sec): 3 clusters
  Score: Raw -2204237.769160 + Penalty 3305.049811 = -2200932.719350
  nChanged 1463
		SP:Iteration 6F (4451.810000 sec): 3 clusters
  Score: Raw -2205054.012651 + Penalty 3305.049811 = -2201748.962841
  nChanged 920
		SP:Iteration 7Q (4452.120000 sec): 3 clusters
  Score: Raw -2205454.589892 + Penalty 3305.049811 = -2202149.540081
  nChanged 634
		SP:Iteration 8Q (4452.460000 sec): 3 clusters
  Score: Raw -2205679.475417 + Penalty 3305.049811 = -2202374.425606
  nChanged 432
		SP:Iteration 9Q (4452.760000 sec): 3 clusters
  Score: Raw -2205803.383782 + Penalty 3305.049811 = -2202498.333971
  nChanged 350
		SP:Iteration 10Q (4453.080000 sec): 3 clusters
  Score: Raw -2205903.951331 + Penalty 3305.049811 = -2202598.901520
  nChanged 317
		SP:Iteration 11Q (4453.450000 sec): 3 clusters
  Score: Raw -2205989.805059 + Penalty 3305.049811 = -2202684.755248
  nChanged 282
		SP:Iteration 12Q (4453.740000 sec): 3 clusters
  Score: Raw -2206069.954014 + Penalty 3305.049811 = -2202764.904203
  nChanged 286
		SP:Iteration 13Q (4454.060000 sec): 3 clusters
  Score: Raw -2206149.582570 + Penalty 3305.049811 = -2202844.532759
  nChanged 294
		SP:Iteration 14Q (4454.370000 sec): 3 clusters
  Score: Raw -2206232.330908 + Penalty 3305.049811 = -2202927.281098
  nChanged 286
		SP:Iteration 15Q (4454.670000 sec): 3 clusters
  Score: Raw -2206311.352553 + Penalty 3305.049811 = -2203006.302742
  nChanged 270
		SP:Iteration 16Q (4454.940000 sec): 3 clusters
  Score: Raw -2206387.286403 + Penalty 3305.049811 = -2203082.236593
  nChanged 270
		SP:Iteration 17Q (4455.280000 sec): 3 clusters
  Score: Raw -2206472.201201 + Penalty 3305.049811 = -2203167.151391
  nChanged 288
		SP:Iteration 18Q (4455.540000 sec): 3 clusters
  Score: Raw -2206576.386894 + Penalty 3305.049811 = -2203271.337083
  nChanged 260
		SP:Iteration 19Q (4455.810000 sec): 3 clusters
  Score: Raw -2206700.243891 + Penalty 3305.049811 = -2203395.194081
  nChanged 260
		SP:Iteration 20F (4456.120000 sec): 3 clusters
  Score: Raw -2206844.883043 + Penalty 3305.049811 = -2203539.833232
  nChanged 247
		SP:Iteration 21Q (4456.420000 sec): 3 clusters
  Score: Raw -2207038.078323 + Penalty 3305.049811 = -2203733.028512
  nChanged 268
		SP:Iteration 22Q (4456.740000 sec): 3 clusters
  Score: Raw -2207220.637774 + Penalty 3305.049811 = -2203915.587964
  nChanged 241
		SP:Iteration 23Q (4457.040000 sec): 3 clusters
  Score: Raw -2207358.267122 + Penalty 3305.049811 = -2204053.217311
  nChanged 219
		SP:Iteration 24Q (4457.360000 sec): 3 clusters
  Score: Raw -2207465.181052 + Penalty 3305.049811 = -2204160.131241
  nChanged 187
		SP:Iteration 25Q (4457.650000 sec): 3 clusters
  Score: Raw -2207535.131042 + Penalty 3305.049811 = -2204230.081232
  nChanged 171
		SP:Iteration 26Q (4457.940000 sec): 3 clusters
  Score: Raw -2207594.469048 + Penalty 3305.049811 = -2204289.419238
  nChanged 156
		SP:Iteration 27Q (4458.230000 sec): 3 clusters
  Score: Raw -2207647.359221 + Penalty 3305.049811 = -2204342.309411
  nChanged 128
		SP:Iteration 28Q (4458.530000 sec): 3 clusters
  Score: Raw -2207686.304651 + Penalty 3305.049811 = -2204381.254840
  nChanged 118
		SP:Iteration 29Q (4458.830000 sec): 3 clusters
  Score: Raw -2207720.312942 + Penalty 3305.049811 = -2204415.263131
  nChanged 110
		SP:Iteration 30Q (4459.140000 sec): 3 clusters
  Score: Raw -2207750.237515 + Penalty 3305.049811 = -2204445.187704
  nChanged 92
		SP:Iteration 31Q (4459.440000 sec): 3 clusters
  Score: Raw -2207777.406245 + Penalty 3305.049811 = -2204472.356435
  nChanged 71
		SP:Iteration 32Q (4459.710000 sec): 3 clusters
  Score: Raw -2207800.406721 + Penalty 3305.049811 = -2204495.356911
  nChanged 77
		SP:Iteration 33Q (4460.010000 sec): 3 clusters
  Score: Raw -2207822.321354 + Penalty 3305.049811 = -2204517.271543
  nChanged 70
		SP:Iteration 34Q (4460.310000 sec): 3 clusters
  Score: Raw -2207841.818217 + Penalty 3305.049811 = -2204536.768407
  nChanged 62
		SP:Iteration 35Q (4460.660000 sec): 3 clusters
  Score: Raw -2207856.297919 + Penalty 3305.049811 = -2204551.248109
  nChanged 59
		SP:Iteration 36Q (4460.940000 sec): 3 clusters
  Score: Raw -2207871.458063 + Penalty 3305.049811 = -2204566.408252
  nChanged 63
		SP:Iteration 37Q (4461.260000 sec): 3 clusters
  Score: Raw -2207888.006056 + Penalty 3305.049811 = -2204582.956246
  nChanged 59
		SP:Iteration 38Q (4461.550000 sec): 3 clusters
  Score: Raw -2207900.269028 + Penalty 3305.049811 = -2204595.219217
  nChanged 49
		SP:Iteration 39Q (4461.900000 sec): 3 clusters
  Score: Raw -2207910.120454 + Penalty 3305.049811 = -2204605.070643
  nChanged 46
		SP:Iteration 40F (4462.200000 sec): 3 clusters
  Score: Raw -2207917.335089 + Penalty 3305.049811 = -2204612.285278
  nChanged 38
		SP:Iteration 41Q (4462.490000 sec): 3 clusters
  Score: Raw -2207922.793224 + Penalty 3305.049811 = -2204617.743414
  nChanged 30
		SP:Iteration 42Q (4462.730000 sec): 3 clusters
  Score: Raw -2207926.978006 + Penalty 3305.049811 = -2204621.928196
  nChanged 30
		SP:Iteration 43Q (4463.030000 sec): 3 clusters
  Score: Raw -2207930.792741 + Penalty 3305.049811 = -2204625.742931
  nChanged 24
		SP:Iteration 44Q (4463.330000 sec): 3 clusters
  Score: Raw -2207934.344622 + Penalty 3305.049811 = -2204629.294812
  nChanged 22
		SP:Iteration 45Q (4463.660000 sec): 3 clusters
  Score: Raw -2207937.610251 + Penalty 3305.049811 = -2204632.560440
  nChanged 22
		SP:Iteration 46Q (4463.970000 sec): 3 clusters
  Score: Raw -2207941.309591 + Penalty 3305.049811 = -2204636.259780
  nChanged 20
		SP:Iteration 47Q (4464.260000 sec): 3 clusters
  Score: Raw -2207943.732231 + Penalty 3305.049811 = -2204638.682421
  nChanged 19
		SP:Iteration 48Q (4464.570000 sec): 3 clusters
  Score: Raw -2207946.108485 + Penalty 3305.049811 = -2204641.058674
  nChanged 20
		SP:Iteration 49Q (4464.860000 sec): 3 clusters
  Score: Raw -2207948.654754 + Penalty 3305.049811 = -2204643.604943
  nChanged 14
		SP:Iteration 50Q (4465.140000 sec): 3 clusters
  Score: Raw -2207950.091949 + Penalty 3305.049811 = -2204645.042139
  nChanged 12
		SP:Iteration 51Q (4465.460000 sec): 3 clusters
  Score: Raw -2207952.262991 + Penalty 3305.049811 = -2204647.213180
  nChanged 10
		SP:Iteration 52Q (4465.720000 sec): 3 clusters
  Score: Raw -2207953.874714 + Penalty 3305.049811 = -2204648.824903
  nChanged 11
		SP:Iteration 53Q (4466.010000 sec): 3 clusters
  Score: Raw -2207955.006984 + Penalty 3305.049811 = -2204649.957173
  nChanged 11
		SP:Iteration 54Q (4466.320000 sec): 3 clusters
  Score: Raw -2207956.308708 + Penalty 3305.049811 = -2204651.258897
  nChanged 11
		SP:Iteration 55Q (4466.640000 sec): 3 clusters
  Score: Raw -2207957.605621 + Penalty 3305.049811 = -2204652.555810
  nChanged 8
		SP:Iteration 56Q (4466.920000 sec): 3 clusters
  Score: Raw -2207958.658913 + Penalty 3305.049811 = -2204653.609102
  nChanged 4
		SP:Iteration 57Q (4467.230000 sec): 3 clusters
  Score: Raw -2207959.232148 + Penalty 3305.049811 = -2204654.182337
  nChanged 3
		SP:Iteration 58Q (4467.530000 sec): 3 clusters
  Score: Raw -2207959.440660 + Penalty 3305.049811 = -2204654.390850
  nChanged 2
		SP:Iteration 59Q (4467.850000 sec): 3 clusters
  Score: Raw -2207959.551126 + Penalty 3305.049811 = -2204654.501315
  nChanged 4
		SP:Iteration 60F (4468.200000 sec): 3 clusters
  Score: Raw -2207960.006418 + Penalty 3305.049811 = -2204654.956607
  nChanged 5
		SP:Iteration 61Q (4468.480000 sec): 3 clusters
  Score: Raw -2207960.603691 + Penalty 3305.049811 = -2204655.553881
  nChanged 4
		SP:Iteration 62Q (4468.800000 sec): 3 clusters
  Score: Raw -2207960.909493 + Penalty 3305.049811 = -2204655.859682
  nChanged 0
		SP:Iteration 63F (4469.140000 sec): 3 clusters
  Score: Raw -2207960.909493 + Penalty 3305.049811 = -2204655.859682
  nChanged 0
Iteration 59Q (4559.990000 sec): 57 clusters
  Score: Raw -122198885.540297 + Penalty 129271.551996 = -122069613.988300
  nChanged 24633
Iteration 60F (4697.200000 sec): 57 clusters
  Score: Raw -122212309.960327 + Penalty 129271.551996 = -122083038.408330
  nChanged 19089
Iteration 61Q (4781.130000 sec): 57 clusters
  Score: Raw -122218619.510818 + Penalty 129271.551996 = -122089347.958822
  nChanged 12328
Iteration 62Q (4866.960000 sec): 57 clusters
  Score: Raw -122222040.858371 + Penalty 129271.551996 = -122092769.306375
  nChanged 9769
Iteration 63Q (4941.750000 sec): 57 clusters
  Score: Raw -122224545.257234 + Penalty 129271.551996 = -122095273.705237
  nChanged 8383
Iteration 64Q (5015.920000 sec): 57 clusters
  Score: Raw -122226512.867116 + Penalty 129271.551996 = -122097241.315120
  nChanged 7348
Iteration 65Q (5088.520000 sec): 57 clusters
  Score: Raw -122228069.278932 + Penalty 129271.551996 = -122098797.726936
  nChanged 6540
Iteration 66Q (5161.110000 sec): 57 clusters
  Score: Raw -122229325.291317 + Penalty 129271.551996 = -122100053.739321
  nChanged 5856
Iteration 67Q (5234.370000 sec): 57 clusters
  Score: Raw -122230345.670397 + Penalty 129271.551996 = -122101074.118400
  nChanged 5153
Iteration 68Q (5308.800000 sec): 57 clusters
  Score: Raw -122231211.877625 + Penalty 129271.551996 = -122101940.325628
  nChanged 4653
Iteration 69Q (5391.740000 sec): 57 clusters
  Score: Raw -122231890.645312 + Penalty 129271.551996 = -122102619.093316
  nChanged 4290
Iteration 70Q (5473.480000 sec): 57 clusters
  Score: Raw -122232418.281571 + Penalty 129271.551996 = -122103146.729575
  nChanged 3858
Iteration 71Q (5555.320000 sec): 57 clusters
  Score: Raw -122232851.368159 + Penalty 129271.551996 = -122103579.816162
  nChanged 3519
Iteration 72Q (5639.430000 sec): 57 clusters
  Score: Raw -122233203.758621 + Penalty 129271.551996 = -122103932.206625
  nChanged 3239
Iteration 73Q (5721.330000 sec): 57 clusters
  Score: Raw -122233509.073773 + Penalty 129271.551996 = -122104237.521777
  nChanged 2970
Iteration 74Q (5811.990000 sec): 57 clusters
  Score: Raw -122233771.277853 + Penalty 129271.551996 = -122104499.725857
  nChanged 2752
Iteration 75Q (5895.900000 sec): 57 clusters
  Score: Raw -122233995.871712 + Penalty 129271.551996 = -122104724.319716
  nChanged 2514
Iteration 76Q (5983.230000 sec): 57 clusters
  Score: Raw -122234195.736248 + Penalty 129271.551996 = -122104924.184252
  nChanged 2377
Iteration 77Q (6065.460000 sec): 57 clusters
  Score: Raw -122234374.741510 + Penalty 129271.551996 = -122105103.189514
  nChanged 2264
Iteration 78Q (6148.930000 sec): 57 clusters
  Score: Raw -122234542.049958 + Penalty 129271.551996 = -122105270.497961
  nChanged 2088
Iteration 79Q (6230.450000 sec): 57 clusters
  Score: Raw -122234686.656360 + Penalty 129271.551996 = -122105415.104363
  nChanged 1968
Iteration 80F (6364.570000 sec): 57 clusters
  Score: Raw -122235177.671702 + Penalty 129271.551996 = -122105906.119706
  nChanged 2337
Iteration 81Q (6435.390000 sec): 57 clusters
  Score: Raw -122235542.717304 + Penalty 129271.551996 = -122106271.165308
  nChanged 2425
Iteration 82Q (6512.910000 sec): 57 clusters
  Score: Raw -122235856.429793 + Penalty 129271.551996 = -122106584.877796
  nChanged 2366
Iteration 83Q (6595.460000 sec): 57 clusters
  Score: Raw -122236123.458748 + Penalty 129271.551996 = -122106851.906752
  nChanged 2290
Iteration 84Q (6673.730000 sec): 57 clusters
  Score: Raw -122236356.765785 + Penalty 129271.551996 = -122107085.213789
  nChanged 2257
Iteration 85Q (6746.160000 sec): 57 clusters
  Score: Raw -122236559.525471 + Penalty 129271.551996 = -122107287.973475
  nChanged 2141
Iteration 86Q (6822.600000 sec): 57 clusters
  Score: Raw -122236737.493012 + Penalty 129271.551996 = -122107465.941015
  nChanged 2017
Iteration 87Q (6903.060000 sec): 57 clusters
  Score: Raw -122236894.863739 + Penalty 129271.551996 = -122107623.311742
  nChanged 1965
Iteration 88Q (6985.520000 sec): 57 clusters
  Score: Raw -122237049.206724 + Penalty 129271.551996 = -122107777.654728
  nChanged 1874
Iteration 89Q (7067.070000 sec): 57 clusters
  Score: Raw -122237197.273033 + Penalty 129271.551996 = -122107925.721037
  nChanged 1684
Iteration 90Q (7141.200000 sec): 57 clusters
  Score: Raw -122237330.771509 + Penalty 129271.551996 = -122108059.219512
  nChanged 1742
Iteration 91Q (7214.700000 sec): 57 clusters
  Score: Raw -122237471.156592 + Penalty 129271.551996 = -122108199.604595
  nChanged 1657
Iteration 92Q (7291.660000 sec): 57 clusters
  Score: Raw -122237602.690389 + Penalty 129271.551996 = -122108331.138392
  nChanged 1594
Iteration 93Q (7373.170000 sec): 57 clusters
  Score: Raw -122237732.544342 + Penalty 129271.551996 = -122108460.992345
  nChanged 1596
Iteration 94Q (7442.850000 sec): 57 clusters
  Score: Raw -122237856.282443 + Penalty 129271.551996 = -122108584.730447
  nChanged 1554
Iteration 95Q (7522.180000 sec): 57 clusters
  Score: Raw -122237980.935982 + Penalty 129271.551996 = -122108709.383985
  nChanged 1542
Iteration 96Q (7599.700000 sec): 57 clusters
  Score: Raw -122238106.329250 + Penalty 129271.551996 = -122108834.777253
  nChanged 1534
Iteration 97Q (7673.870000 sec): 57 clusters
  Score: Raw -122238222.157763 + Penalty 129271.551996 = -122108950.605767
  nChanged 1524
Iteration 98Q (7759.670000 sec): 57 clusters
  Score: Raw -122238331.330550 + Penalty 129271.551996 = -122109059.778554
  nChanged 1516
Writing temp clu file 
Because OldScore, -122108950.605767, is greater than current (better) Score,-122109059.778554 
 Compute initial score before splitting:   Score: Raw -122238331.330550 + Penalty 129271.551996 = -122109059.778554
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 1 (51682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7760.330000 sec): 2 clusters
  Score: Raw -4275633.848294 + Penalty 1763.590536 = -4273870.257758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7760.760000 sec): 3 clusters
  Score: Raw -4242677.986132 + Penalty 3527.181072 = -4239150.805060
  nChanged 24403
		SP:Iteration 1F (7761.230000 sec): 3 clusters
  Score: Raw -4256911.786862 + Penalty 3527.181072 = -4253384.605790
  nChanged 2421
		SP:Iteration 2Q (7761.670000 sec): 3 clusters
  Score: Raw -4257951.141383 + Penalty 3527.181072 = -4254423.960311
  nChanged 2642
		SP:Iteration 3F (7762.110000 sec): 3 clusters
  Score: Raw -4259228.578870 + Penalty 3527.181072 = -4255701.397798
  nChanged 2857
		SP:Iteration 4F (7762.550000 sec): 3 clusters
  Score: Raw -4260792.570924 + Penalty 3527.181072 = -4257265.389852
  nChanged 3118
		SP:Iteration 5F (7762.970000 sec): 3 clusters
  Score: Raw -4262640.450609 + Penalty 3527.181072 = -4259113.269536
  nChanged 3252
		SP:Iteration 6F (7763.370000 sec): 3 clusters
  Score: Raw -4264570.913694 + Penalty 3527.181072 = -4261043.732622
  nChanged 3060
		SP:Iteration 7F (7763.770000 sec): 3 clusters
  Score: Raw -4266320.625633 + Penalty 3527.181072 = -4262793.444561
  nChanged 2722
		SP:Iteration 8F (7764.150000 sec): 3 clusters
  Score: Raw -4267768.782952 + Penalty 3527.181072 = -4264241.601880
  nChanged 2214
		SP:Iteration 9Q (7764.520000 sec): 3 clusters
  Score: Raw -4268803.068876 + Penalty 3527.181072 = -4265275.887804
  nChanged 1723
		SP:Iteration 10Q (7764.940000 sec): 3 clusters
  Score: Raw -4269481.295884 + Penalty 3527.181072 = -4265954.114811
  nChanged 1360
		SP:Iteration 11Q (7765.370000 sec): 3 clusters
  Score: Raw -4269916.782432 + Penalty 3527.181072 = -4266389.601360
  nChanged 1020
		SP:Iteration 12Q (7765.800000 sec): 3 clusters
  Score: Raw -4270183.136273 + Penalty 3527.181072 = -4266655.955201
  nChanged 780
		SP:Iteration 13Q (7766.210000 sec): 3 clusters
  Score: Raw -4270355.919948 + Penalty 3527.181072 = -4266828.738876
  nChanged 643
		SP:Iteration 14Q (7766.670000 sec): 3 clusters
  Score: Raw -4270485.660548 + Penalty 3527.181072 = -4266958.479475
  nChanged 589
		SP:Iteration 15Q (7767.050000 sec): 3 clusters
  Score: Raw -4270605.428371 + Penalty 3527.181072 = -4267078.247298
  nChanged 543
		SP:Iteration 16Q (7767.560000 sec): 3 clusters
  Score: Raw -4270715.516479 + Penalty 3527.181072 = -4267188.335407
  nChanged 507
		SP:Iteration 17Q (7767.990000 sec): 3 clusters
  Score: Raw -4270813.273722 + Penalty 3527.181072 = -4267286.092650
  nChanged 529
		SP:Iteration 18Q (7768.420000 sec): 3 clusters
  Score: Raw -4270913.824087 + Penalty 3527.181072 = -4267386.643015
  nChanged 506
		SP:Iteration 19Q (7768.800000 sec): 3 clusters
  Score: Raw -4271002.773548 + Penalty 3527.181072 = -4267475.592475
  nChanged 478
		SP:Iteration 20F (7769.260000 sec): 3 clusters
  Score: Raw -4271090.219902 + Penalty 3527.181072 = -4267563.038830
  nChanged 484
		SP:Iteration 21Q (7769.670000 sec): 3 clusters
  Score: Raw -4271185.783657 + Penalty 3527.181072 = -4267658.602585
  nChanged 499
		SP:Iteration 22Q (7770.120000 sec): 3 clusters
  Score: Raw -4271288.158246 + Penalty 3527.181072 = -4267760.977174
  nChanged 516
		SP:Iteration 23Q (7770.480000 sec): 3 clusters
  Score: Raw -4271396.045402 + Penalty 3527.181072 = -4267868.864330
  nChanged 536
		SP:Iteration 24Q (7770.930000 sec): 3 clusters
  Score: Raw -4271517.358193 + Penalty 3527.181072 = -4267990.177121
  nChanged 543
		SP:Iteration 25Q (7771.330000 sec): 3 clusters
  Score: Raw -4271642.213523 + Penalty 3527.181072 = -4268115.032450
  nChanged 560
		SP:Iteration 26Q (7771.740000 sec): 3 clusters
  Score: Raw -4271773.508804 + Penalty 3527.181072 = -4268246.327732
  nChanged 537
		SP:Iteration 27Q (7772.120000 sec): 3 clusters
  Score: Raw -4271901.868542 + Penalty 3527.181072 = -4268374.687469
  nChanged 541
		SP:Iteration 28Q (7772.590000 sec): 3 clusters
  Score: Raw -4272030.150102 + Penalty 3527.181072 = -4268502.969030
  nChanged 534
		SP:Iteration 29Q (7772.980000 sec): 3 clusters
  Score: Raw -4272162.855054 + Penalty 3527.181072 = -4268635.673982
  nChanged 522
		SP:Iteration 30Q (7773.390000 sec): 3 clusters
  Score: Raw -4272302.883915 + Penalty 3527.181072 = -4268775.702843
  nChanged 525
		SP:Iteration 31Q (7773.820000 sec): 3 clusters
  Score: Raw -4272443.690983 + Penalty 3527.181072 = -4268916.509911
  nChanged 547
		SP:Iteration 32Q (7774.260000 sec): 3 clusters
  Score: Raw -4272599.466958 + Penalty 3527.181072 = -4269072.285886
  nChanged 582
		SP:Iteration 33Q (7774.640000 sec): 3 clusters
  Score: Raw -4272768.832878 + Penalty 3527.181072 = -4269241.651805
  nChanged 576
		SP:Iteration 34Q (7775.110000 sec): 3 clusters
  Score: Raw -4272945.634320 + Penalty 3527.181072 = -4269418.453248
  nChanged 592
		SP:Iteration 35Q (7775.550000 sec): 3 clusters
  Score: Raw -4273129.595140 + Penalty 3527.181072 = -4269602.414068
  nChanged 564
		SP:Iteration 36Q (7775.960000 sec): 3 clusters
  Score: Raw -4273320.945938 + Penalty 3527.181072 = -4269793.764866
  nChanged 570
		SP:Iteration 37Q (7776.400000 sec): 3 clusters
  Score: Raw -4273524.837276 + Penalty 3527.181072 = -4269997.656204
  nChanged 554
		SP:Iteration 38Q (7776.790000 sec): 3 clusters
  Score: Raw -4273715.595649 + Penalty 3527.181072 = -4270188.414577
  nChanged 514
		SP:Iteration 39Q (7777.180000 sec): 3 clusters
  Score: Raw -4273889.522671 + Penalty 3527.181072 = -4270362.341599
  nChanged 478
		SP:Iteration 40F (7777.610000 sec): 3 clusters
  Score: Raw -4274041.634922 + Penalty 3527.181072 = -4270514.453850
  nChanged 468
		SP:Iteration 41Q (7778.090000 sec): 3 clusters
  Score: Raw -4274201.273576 + Penalty 3527.181072 = -4270674.092504
  nChanged 458
		SP:Iteration 42Q (7778.440000 sec): 3 clusters
  Score: Raw -4274356.906573 + Penalty 3527.181072 = -4270829.725501
  nChanged 394
		SP:Iteration 43Q (7778.810000 sec): 3 clusters
  Score: Raw -4274484.819739 + Penalty 3527.181072 = -4270957.638666
  nChanged 370
		SP:Iteration 44Q (7779.270000 sec): 3 clusters
  Score: Raw -4274601.873486 + Penalty 3527.181072 = -4271074.692414
  nChanged 368
		SP:Iteration 45Q (7779.710000 sec): 3 clusters
  Score: Raw -4274716.587345 + Penalty 3527.181072 = -4271189.406272
  nChanged 333
		SP:Iteration 46Q (7780.110000 sec): 3 clusters
  Score: Raw -4274819.771341 + Penalty 3527.181072 = -4271292.590269
  nChanged 329
		SP:Iteration 47Q (7780.530000 sec): 3 clusters
  Score: Raw -4274918.361055 + Penalty 3527.181072 = -4271391.179983
  nChanged 326
		SP:Iteration 48Q (7780.930000 sec): 3 clusters
  Score: Raw -4275021.026521 + Penalty 3527.181072 = -4271493.845449
  nChanged 309
		SP:Iteration 49Q (7781.360000 sec): 3 clusters
  Score: Raw -4275130.995457 + Penalty 3527.181072 = -4271603.814385
  nChanged 339
		SP:Iteration 50Q (7781.750000 sec): 3 clusters
  Score: Raw -4275267.589694 + Penalty 3527.181072 = -4271740.408622
  nChanged 309
		SP:Iteration 51Q (7782.170000 sec): 3 clusters
  Score: Raw -4275396.591654 + Penalty 3527.181072 = -4271869.410582
  nChanged 279
		SP:Iteration 52Q (7782.620000 sec): 3 clusters
  Score: Raw -4275514.488100 + Penalty 3527.181072 = -4271987.307028
  nChanged 255
		SP:Iteration 53Q (7783.050000 sec): 3 clusters
  Score: Raw -4275615.486773 + Penalty 3527.181072 = -4272088.305701
  nChanged 225
		SP:Iteration 54Q (7783.450000 sec): 3 clusters
  Score: Raw -4275696.733963 + Penalty 3527.181072 = -4272169.552891
  nChanged 204
		SP:Iteration 55Q (7783.930000 sec): 3 clusters
  Score: Raw -4275768.713148 + Penalty 3527.181072 = -4272241.532076
  nChanged 206
		SP:Iteration 56Q (7784.310000 sec): 3 clusters
  Score: Raw -4275839.538878 + Penalty 3527.181072 = -4272312.357806
  nChanged 193
		SP:Iteration 57Q (7784.810000 sec): 3 clusters
  Score: Raw -4275900.530526 + Penalty 3527.181072 = -4272373.349454
  nChanged 136
		SP:Iteration 58Q (7785.170000 sec): 3 clusters
  Score: Raw -4275940.298996 + Penalty 3527.181072 = -4272413.117924
  nChanged 120
		SP:Iteration 59Q (7785.600000 sec): 3 clusters
  Score: Raw -4275973.517872 + Penalty 3527.181072 = -4272446.336800
  nChanged 107
		SP:Iteration 60F (7786.050000 sec): 3 clusters
  Score: Raw -4276001.995653 + Penalty 3527.181072 = -4272474.814581
  nChanged 100
		SP:Iteration 61Q (7786.460000 sec): 3 clusters
  Score: Raw -4276032.274130 + Penalty 3527.181072 = -4272505.093058
  nChanged 94
		SP:Iteration 62Q (7786.880000 sec): 3 clusters
  Score: Raw -4276061.730583 + Penalty 3527.181072 = -4272534.549511
  nChanged 98
		SP:Iteration 63Q (7787.240000 sec): 3 clusters
  Score: Raw -4276091.099900 + Penalty 3527.181072 = -4272563.918828
  nChanged 92
		SP:Iteration 64Q (7787.650000 sec): 3 clusters
  Score: Raw -4276117.084772 + Penalty 3527.181072 = -4272589.903700
  nChanged 80
		SP:Iteration 65Q (7788.080000 sec): 3 clusters
  Score: Raw -4276135.872815 + Penalty 3527.181072 = -4272608.691743
  nChanged 63
		SP:Iteration 66Q (7788.430000 sec): 3 clusters
  Score: Raw -4276151.730583 + Penalty 3527.181072 = -4272624.549511
  nChanged 55
		SP:Iteration 67Q (7788.810000 sec): 3 clusters
  Score: Raw -4276165.524020 + Penalty 3527.181072 = -4272638.342948
  nChanged 52
		SP:Iteration 68Q (7789.170000 sec): 3 clusters
  Score: Raw -4276179.831766 + Penalty 3527.181072 = -4272652.650694
  nChanged 44
		SP:Iteration 69Q (7789.570000 sec): 3 clusters
  Score: Raw -4276191.007728 + Penalty 3527.181072 = -4272663.826656
  nChanged 39
		SP:Iteration 70Q (7789.960000 sec): 3 clusters
  Score: Raw -4276201.097416 + Penalty 3527.181072 = -4272673.916344
  nChanged 33
		SP:Iteration 71Q (7790.350000 sec): 3 clusters
  Score: Raw -4276207.979660 + Penalty 3527.181072 = -4272680.798588
  nChanged 26
		SP:Iteration 72Q (7790.780000 sec): 3 clusters
  Score: Raw -4276214.088212 + Penalty 3527.181072 = -4272686.907140
  nChanged 27
		SP:Iteration 73Q (7791.160000 sec): 3 clusters
  Score: Raw -4276221.082241 + Penalty 3527.181072 = -4272693.901169
  nChanged 33
		SP:Iteration 74Q (7791.540000 sec): 3 clusters
  Score: Raw -4276231.542727 + Penalty 3527.181072 = -4272704.361655
  nChanged 30
		SP:Iteration 75Q (7791.970000 sec): 3 clusters
  Score: Raw -4276238.902310 + Penalty 3527.181072 = -4272711.721237
  nChanged 24
		SP:Iteration 76Q (7792.390000 sec): 3 clusters
  Score: Raw -4276246.867194 + Penalty 3527.181072 = -4272719.686122
  nChanged 32
		SP:Iteration 77Q (7792.800000 sec): 3 clusters
  Score: Raw -4276255.709772 + Penalty 3527.181072 = -4272728.528700
  nChanged 29
		SP:Iteration 78Q (7793.220000 sec): 3 clusters
  Score: Raw -4276263.104434 + Penalty 3527.181072 = -4272735.923361
  nChanged 31
		SP:Iteration 79Q (7793.570000 sec): 3 clusters
  Score: Raw -4276271.772488 + Penalty 3527.181072 = -4272744.591416
  nChanged 31
		SP:Iteration 80F (7793.960000 sec): 3 clusters
  Score: Raw -4276280.673221 + Penalty 3527.181072 = -4272753.492149
  nChanged 27
		SP:Iteration 81Q (7794.330000 sec): 3 clusters
  Score: Raw -4276287.072446 + Penalty 3527.181072 = -4272759.891374
  nChanged 23
		SP:Iteration 82Q (7794.670000 sec): 3 clusters
  Score: Raw -4276292.933518 + Penalty 3527.181072 = -4272765.752446
  nChanged 28
		SP:Iteration 83Q (7795.090000 sec): 3 clusters
  Score: Raw -4276302.512884 + Penalty 3527.181072 = -4272775.331812
  nChanged 30
		SP:Iteration 84Q (7795.520000 sec): 3 clusters
  Score: Raw -4276311.594866 + Penalty 3527.181072 = -4272784.413794
  nChanged 28
		SP:Iteration 85Q (7795.880000 sec): 3 clusters
  Score: Raw -4276321.078808 + Penalty 3527.181072 = -4272793.897736
  nChanged 29
		SP:Iteration 86Q (7796.290000 sec): 3 clusters
  Score: Raw -4276329.876098 + Penalty 3527.181072 = -4272802.695026
  nChanged 20
		SP:Iteration 87Q (7796.630000 sec): 3 clusters
  Score: Raw -4276335.909597 + Penalty 3527.181072 = -4272808.728525
  nChanged 29
		SP:Iteration 88Q (7797.100000 sec): 3 clusters
  Score: Raw -4276346.317197 + Penalty 3527.181072 = -4272819.136125
  nChanged 30
		SP:Iteration 89Q (7797.470000 sec): 3 clusters
  Score: Raw -4276357.317553 + Penalty 3527.181072 = -4272830.136481
  nChanged 27
		SP:Iteration 90Q (7797.840000 sec): 3 clusters
  Score: Raw -4276368.288285 + Penalty 3527.181072 = -4272841.107213
  nChanged 27
		SP:Iteration 91Q (7798.210000 sec): 3 clusters
  Score: Raw -4276378.219656 + Penalty 3527.181072 = -4272851.038584
  nChanged 20
		SP:Iteration 92Q (7798.570000 sec): 3 clusters
  Score: Raw -4276383.909386 + Penalty 3527.181072 = -4272856.728314
  nChanged 25
		SP:Iteration 93Q (7798.950000 sec): 3 clusters
  Score: Raw -4276390.778684 + Penalty 3527.181072 = -4272863.597612
  nChanged 22
		SP:Iteration 94Q (7799.350000 sec): 3 clusters
  Score: Raw -4276399.285000 + Penalty 3527.181072 = -4272872.103928
  nChanged 24
		SP:Iteration 95Q (7799.710000 sec): 3 clusters
  Score: Raw -4276411.978053 + Penalty 3527.181072 = -4272884.796981
  nChanged 32
		SP:Iteration 96Q (7800.110000 sec): 3 clusters
  Score: Raw -4276429.684800 + Penalty 3527.181072 = -4272902.503728
  nChanged 37
		SP:Iteration 97Q (7800.590000 sec): 3 clusters
  Score: Raw -4276446.789699 + Penalty 3527.181072 = -4272919.608627
  nChanged 44
		SP:Iteration 98Q (7800.970000 sec): 3 clusters
  Score: Raw -4276468.920833 + Penalty 3527.181072 = -4272941.739761
  nChanged 42
		SP:Iteration 99Q (7801.360000 sec): 3 clusters
  Score: Raw -4276487.454179 + Penalty 3527.181072 = -4272960.273107
  nChanged 37
		SP:Iteration 100F (7801.770000 sec): 3 clusters
  Score: Raw -4276501.978321 + Penalty 3527.181072 = -4272974.797249
  nChanged 35
		SP:Iteration 101Q (7802.200000 sec): 3 clusters
  Score: Raw -4276516.387820 + Penalty 3527.181072 = -4272989.206748
  nChanged 42
		SP:Iteration 102Q (7802.570000 sec): 3 clusters
  Score: Raw -4276532.141408 + Penalty 3527.181072 = -4273004.960336
  nChanged 30
		SP:Iteration 103Q (7802.990000 sec): 3 clusters
  Score: Raw -4276543.247705 + Penalty 3527.181072 = -4273016.066633
  nChanged 29
		SP:Iteration 104Q (7803.340000 sec): 3 clusters
  Score: Raw -4276555.853339 + Penalty 3527.181072 = -4273028.672267
  nChanged 26
		SP:Iteration 105Q (7803.790000 sec): 3 clusters
  Score: Raw -4276565.406381 + Penalty 3527.181072 = -4273038.225309
  nChanged 24
		SP:Iteration 106Q (7804.210000 sec): 3 clusters
  Score: Raw -4276573.056651 + Penalty 3527.181072 = -4273045.875578
  nChanged 17
		SP:Iteration 107Q (7804.630000 sec): 3 clusters
  Score: Raw -4276578.209326 + Penalty 3527.181072 = -4273051.028254
  nChanged 10
		SP:Iteration 108Q (7805.010000 sec): 3 clusters
  Score: Raw -4276581.506834 + Penalty 3527.181072 = -4273054.325762
  nChanged 16
		SP:Iteration 109Q (7805.360000 sec): 3 clusters
  Score: Raw -4276586.024435 + Penalty 3527.181072 = -4273058.843363
  nChanged 6
		SP:Iteration 110Q (7805.800000 sec): 3 clusters
  Score: Raw -4276587.858738 + Penalty 3527.181072 = -4273060.677665
  nChanged 7
		SP:Iteration 111Q (7806.210000 sec): 3 clusters
  Score: Raw -4276589.603083 + Penalty 3527.181072 = -4273062.422011
  nChanged 5
		SP:Iteration 112Q (7806.630000 sec): 3 clusters
  Score: Raw -4276590.680181 + Penalty 3527.181072 = -4273063.499109
  nChanged 7
		SP:Iteration 113Q (7807.030000 sec): 3 clusters
  Score: Raw -4276592.342606 + Penalty 3527.181072 = -4273065.161534
  nChanged 2
		SP:Iteration 114Q (7807.470000 sec): 3 clusters
  Score: Raw -4276592.875594 + Penalty 3527.181072 = -4273065.694522
  nChanged 2
		SP:Iteration 115Q (7807.880000 sec): 3 clusters
  Score: Raw -4276593.208153 + Penalty 3527.181072 = -4273066.027081
  nChanged 0
		SP:Iteration 116F (7808.350000 sec): 3 clusters
  Score: Raw -4276593.208153 + Penalty 3527.181072 = -4273066.027081
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 2 (1138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7808.500000 sec): 2 clusters
  Score: Raw -85654.635193 + Penalty 1143.516987 = -84511.118205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7808.700000 sec): 3 clusters
  Score: Raw -85375.992272 + Penalty 2287.033975 = -83088.958297
  nChanged 383
		SP:Iteration 1F (7808.910000 sec): 3 clusters
  Score: Raw -85906.327713 + Penalty 2287.033975 = -83619.293738
  nChanged 144
		SP:Iteration 2F (7809.080000 sec): 3 clusters
  Score: Raw -86273.871556 + Penalty 2287.033975 = -83986.837581
  nChanged 126
		SP:Iteration 3F (7809.270000 sec): 3 clusters
  Score: Raw -86682.149620 + Penalty 2287.033975 = -84395.115645
  nChanged 120
		SP:Iteration 4F (7809.450000 sec): 3 clusters
  Score: Raw -87077.541574 + Penalty 2287.033975 = -84790.507600
  nChanged 58
		SP:Iteration 5F (7809.660000 sec): 3 clusters
  Score: Raw -87234.100068 + Penalty 2287.033975 = -84947.066093
  nChanged 26
		SP:Iteration 6Q (7809.830000 sec): 3 clusters
  Score: Raw -87270.690615 + Penalty 2287.033975 = -84983.656641
  nChanged 12
		SP:Iteration 7Q (7810.030000 sec): 3 clusters
  Score: Raw -87294.120059 + Penalty 2287.033975 = -85007.086084
  nChanged 7
		SP:Iteration 8Q (7810.220000 sec): 3 clusters
  Score: Raw -87305.982784 + Penalty 2287.033975 = -85018.948809
  nChanged 4
		SP:Iteration 9Q (7810.450000 sec): 3 clusters
  Score: Raw -87309.553197 + Penalty 2287.033975 = -85022.519222
  nChanged 0
		SP:Iteration 10F (7810.660000 sec): 3 clusters
  Score: Raw -87309.553197 + Penalty 2287.033975 = -85022.519222
  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 10.68 GB.

 Trying to split cluster 3 (6258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7810.820000 sec): 2 clusters
  Score: Raw -526807.467012 + Penalty 1420.512588 = -525386.954425
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7811.100000 sec): 3 clusters
  Score: Raw -523489.241829 + Penalty 2841.025175 = -520648.216654
  nChanged 2563
		SP:Iteration 1F (7811.320000 sec): 3 clusters
  Score: Raw -524937.170782 + Penalty 2841.025175 = -522096.145607
  nChanged 404
		SP:Iteration 2F (7811.520000 sec): 3 clusters
  Score: Raw -525199.056197 + Penalty 2841.025175 = -522358.031022
  nChanged 390
		SP:Iteration 3F (7811.740000 sec): 3 clusters
  Score: Raw -525451.650463 + Penalty 2841.025175 = -522610.625287
  nChanged 338
		SP:Iteration 4F (7811.930000 sec): 3 clusters
  Score: Raw -525666.799087 + Penalty 2841.025175 = -522825.773912
  nChanged 326
		SP:Iteration 5F (7812.120000 sec): 3 clusters
  Score: Raw -525890.470277 + Penalty 2841.025175 = -523049.445102
  nChanged 332
		SP:Iteration 6F (7812.320000 sec): 3 clusters
  Score: Raw -526128.662215 + Penalty 2841.025175 = -523287.637039
  nChanged 354
		SP:Iteration 7F (7812.510000 sec): 3 clusters
  Score: Raw -526445.433099 + Penalty 2841.025175 = -523604.407923
  nChanged 381
		SP:Iteration 8F (7812.720000 sec): 3 clusters
  Score: Raw -526794.743545 + Penalty 2841.025175 = -523953.718369
  nChanged 331
		SP:Iteration 9F (7812.940000 sec): 3 clusters
  Score: Raw -527104.989218 + Penalty 2841.025175 = -524263.964043
  nChanged 274
		SP:Iteration 10Q (7813.140000 sec): 3 clusters
  Score: Raw -527384.052451 + Penalty 2841.025175 = -524543.027276
  nChanged 238
		SP:Iteration 11Q (7813.320000 sec): 3 clusters
  Score: Raw -527598.726331 + Penalty 2841.025175 = -524757.701156
  nChanged 177
		SP:Iteration 12Q (7813.540000 sec): 3 clusters
  Score: Raw -527734.395285 + Penalty 2841.025175 = -524893.370109
  nChanged 130
		SP:Iteration 13Q (7813.750000 sec): 3 clusters
  Score: Raw -527824.090447 + Penalty 2841.025175 = -524983.065272
  nChanged 96
		SP:Iteration 14Q (7813.970000 sec): 3 clusters
  Score: Raw -527883.524866 + Penalty 2841.025175 = -525042.499691
  nChanged 78
		SP:Iteration 15Q (7814.200000 sec): 3 clusters
  Score: Raw -527924.519535 + Penalty 2841.025175 = -525083.494360
  nChanged 62
		SP:Iteration 16Q (7814.370000 sec): 3 clusters
  Score: Raw -527954.091555 + Penalty 2841.025175 = -525113.066380
  nChanged 52
		SP:Iteration 17Q (7814.560000 sec): 3 clusters
  Score: Raw -527979.699050 + Penalty 2841.025175 = -525138.673875
  nChanged 44
		SP:Iteration 18Q (7814.770000 sec): 3 clusters
  Score: Raw -528002.075909 + Penalty 2841.025175 = -525161.050733
  nChanged 46
		SP:Iteration 19Q (7814.980000 sec): 3 clusters
  Score: Raw -528022.242782 + Penalty 2841.025175 = -525181.217607
  nChanged 40
		SP:Iteration 20F (7815.230000 sec): 3 clusters
  Score: Raw -528038.267954 + Penalty 2841.025175 = -525197.242779
  nChanged 23
		SP:Iteration 21Q (7815.430000 sec): 3 clusters
  Score: Raw -528045.467202 + Penalty 2841.025175 = -525204.442027
  nChanged 17
		SP:Iteration 22Q (7815.620000 sec): 3 clusters
  Score: Raw -528050.032103 + Penalty 2841.025175 = -525209.006928
  nChanged 16
		SP:Iteration 23Q (7815.870000 sec): 3 clusters
  Score: Raw -528054.296429 + Penalty 2841.025175 = -525213.271253
  nChanged 13
		SP:Iteration 24Q (7816.060000 sec): 3 clusters
  Score: Raw -528056.487048 + Penalty 2841.025175 = -525215.461873
  nChanged 8
		SP:Iteration 25Q (7816.270000 sec): 3 clusters
  Score: Raw -528058.318171 + Penalty 2841.025175 = -525217.292995
  nChanged 9
		SP:Iteration 26Q (7816.470000 sec): 3 clusters
  Score: Raw -528060.452416 + Penalty 2841.025175 = -525219.427240
  nChanged 7
		SP:Iteration 27Q (7816.750000 sec): 3 clusters
  Score: Raw -528061.552480 + Penalty 2841.025175 = -525220.527305
  nChanged 5
		SP:Iteration 28Q (7816.950000 sec): 3 clusters
  Score: Raw -528062.514252 + Penalty 2841.025175 = -525221.489076
  nChanged 2
		SP:Iteration 29Q (7817.170000 sec): 3 clusters
  Score: Raw -528063.027736 + Penalty 2841.025175 = -525222.002561
  nChanged 2
		SP:Iteration 30Q (7817.410000 sec): 3 clusters
  Score: Raw -528063.260529 + Penalty 2841.025175 = -525222.235354
  nChanged 0
		SP:Iteration 31F (7817.590000 sec): 3 clusters
  Score: Raw -528063.260529 + Penalty 2841.025175 = -525222.235354
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 4 (6288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7817.740000 sec): 2 clusters
  Score: Raw -534076.000876 + Penalty 1421.289729 = -532654.711147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7817.970000 sec): 3 clusters
  Score: Raw -530699.005575 + Penalty 2842.579459 = -527856.426117
  nChanged 2652
		SP:Iteration 1F (7818.210000 sec): 3 clusters
  Score: Raw -532176.593768 + Penalty 2842.579459 = -529334.014309
  nChanged 424
		SP:Iteration 2F (7818.470000 sec): 3 clusters
  Score: Raw -532400.249707 + Penalty 2842.579459 = -529557.670249
  nChanged 349
		SP:Iteration 3F (7818.650000 sec): 3 clusters
  Score: Raw -532603.953933 + Penalty 2842.579459 = -529761.374474
  nChanged 300
		SP:Iteration 4Q (7818.880000 sec): 3 clusters
  Score: Raw -532777.225341 + Penalty 2842.579459 = -529934.645882
  nChanged 268
		SP:Iteration 5Q (7819.090000 sec): 3 clusters
  Score: Raw -532945.057731 + Penalty 2842.579459 = -530102.478272
  nChanged 243
		SP:Iteration 6Q (7819.260000 sec): 3 clusters
  Score: Raw -533084.922350 + Penalty 2842.579459 = -530242.342891
  nChanged 227
		SP:Iteration 7Q (7819.470000 sec): 3 clusters
  Score: Raw -533207.516328 + Penalty 2842.579459 = -530364.936869
  nChanged 218
		SP:Iteration 8Q (7819.680000 sec): 3 clusters
  Score: Raw -533335.557010 + Penalty 2842.579459 = -530492.977551
  nChanged 206
		SP:Iteration 9Q (7819.860000 sec): 3 clusters
  Score: Raw -533454.063186 + Penalty 2842.579459 = -530611.483727
  nChanged 191
		SP:Iteration 10Q (7820.060000 sec): 3 clusters
  Score: Raw -533570.631858 + Penalty 2842.579459 = -530728.052399
  nChanged 210
		SP:Iteration 11Q (7820.280000 sec): 3 clusters
  Score: Raw -533698.210098 + Penalty 2842.579459 = -530855.630639
  nChanged 208
		SP:Iteration 12Q (7820.540000 sec): 3 clusters
  Score: Raw -533846.359405 + Penalty 2842.579459 = -531003.779947
  nChanged 217
		SP:Iteration 13Q (7820.750000 sec): 3 clusters
  Score: Raw -534024.533523 + Penalty 2842.579459 = -531181.954064
  nChanged 213
		SP:Iteration 14Q (7820.980000 sec): 3 clusters
  Score: Raw -534211.901936 + Penalty 2842.579459 = -531369.322477
  nChanged 230
		SP:Iteration 15Q (7821.190000 sec): 3 clusters
  Score: Raw -534452.859283 + Penalty 2842.579459 = -531610.279824
  nChanged 196
		SP:Iteration 16Q (7821.380000 sec): 3 clusters
  Score: Raw -534702.649583 + Penalty 2842.579459 = -531860.070124
  nChanged 180
		SP:Iteration 17Q (7821.590000 sec): 3 clusters
  Score: Raw -534930.947347 + Penalty 2842.579459 = -532088.367888
  nChanged 181
		SP:Iteration 18Q (7821.840000 sec): 3 clusters
  Score: Raw -535143.121194 + Penalty 2842.579459 = -532300.541735
  nChanged 152
		SP:Iteration 19Q (7822.030000 sec): 3 clusters
  Score: Raw -535325.359063 + Penalty 2842.579459 = -532482.779604
  nChanged 121
		SP:Iteration 20F (7822.230000 sec): 3 clusters
  Score: Raw -535435.205984 + Penalty 2842.579459 = -532592.626526
  nChanged 101
		SP:Iteration 21Q (7822.480000 sec): 3 clusters
  Score: Raw -535501.749328 + Penalty 2842.579459 = -532659.169870
  nChanged 62
		SP:Iteration 22Q (7822.680000 sec): 3 clusters
  Score: Raw -535533.891905 + Penalty 2842.579459 = -532691.312447
  nChanged 32
		SP:Iteration 23Q (7822.910000 sec): 3 clusters
  Score: Raw -535545.218126 + Penalty 2842.579459 = -532702.638667
  nChanged 19
		SP:Iteration 24Q (7823.120000 sec): 3 clusters
  Score: Raw -535550.540850 + Penalty 2842.579459 = -532707.961392
  nChanged 10
		SP:Iteration 25Q (7823.300000 sec): 3 clusters
  Score: Raw -535552.732930 + Penalty 2842.579459 = -532710.153472
  nChanged 8
		SP:Iteration 26Q (7823.500000 sec): 3 clusters
  Score: Raw -535554.267731 + Penalty 2842.579459 = -532711.688273
  nChanged 6
		SP:Iteration 27Q (7823.680000 sec): 3 clusters
  Score: Raw -535555.409484 + Penalty 2842.579459 = -532712.830026
  nChanged 1
		SP:Iteration 28Q (7823.840000 sec): 3 clusters
  Score: Raw -535555.669452 + Penalty 2842.579459 = -532713.089994
  nChanged 0
		SP:Iteration 29F (7824.080000 sec): 3 clusters
  Score: Raw -535555.669452 + Penalty 2842.579459 = -532713.089994
  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 10.68 GB.

 Trying to split cluster 5 (7943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7824.180000 sec): 2 clusters
  Score: Raw -668252.687553 + Penalty 1459.257526 = -666793.430026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7824.420000 sec): 3 clusters
  Score: Raw -663923.630406 + Penalty 2918.515053 = -661005.115353
  nChanged 3330
		SP:Iteration 1F (7824.620000 sec): 3 clusters
  Score: Raw -665737.606176 + Penalty 2918.515053 = -662819.091123
  nChanged 556
		SP:Iteration 2F (7824.830000 sec): 3 clusters
  Score: Raw -666049.814336 + Penalty 2918.515053 = -663131.299283
  nChanged 474
		SP:Iteration 3F (7825.050000 sec): 3 clusters
  Score: Raw -666321.057209 + Penalty 2918.515053 = -663402.542156
  nChanged 420
		SP:Iteration 4F (7825.230000 sec): 3 clusters
  Score: Raw -666530.499615 + Penalty 2918.515053 = -663611.984562
  nChanged 388
		SP:Iteration 5Q (7825.500000 sec): 3 clusters
  Score: Raw -666748.075603 + Penalty 2918.515053 = -663829.560550
  nChanged 329
		SP:Iteration 6Q (7825.690000 sec): 3 clusters
  Score: Raw -666947.544348 + Penalty 2918.515053 = -664029.029295
  nChanged 324
		SP:Iteration 7Q (7825.920000 sec): 3 clusters
  Score: Raw -667147.857408 + Penalty 2918.515053 = -664229.342355
  nChanged 322
		SP:Iteration 8Q (7826.180000 sec): 3 clusters
  Score: Raw -667334.963733 + Penalty 2918.515053 = -664416.448680
  nChanged 291
		SP:Iteration 9Q (7826.440000 sec): 3 clusters
  Score: Raw -667505.685340 + Penalty 2918.515053 = -664587.170287
  nChanged 246
		SP:Iteration 10Q (7826.700000 sec): 3 clusters
  Score: Raw -667632.872007 + Penalty 2918.515053 = -664714.356955
  nChanged 206
		SP:Iteration 11Q (7826.900000 sec): 3 clusters
  Score: Raw -667725.687607 + Penalty 2918.515053 = -664807.172554
  nChanged 164
		SP:Iteration 12Q (7827.140000 sec): 3 clusters
  Score: Raw -667804.988136 + Penalty 2918.515053 = -664886.473083
  nChanged 151
		SP:Iteration 13Q (7827.340000 sec): 3 clusters
  Score: Raw -667874.097940 + Penalty 2918.515053 = -664955.582888
  nChanged 141
		SP:Iteration 14Q (7827.580000 sec): 3 clusters
  Score: Raw -667937.104863 + Penalty 2918.515053 = -665018.589810
  nChanged 129
		SP:Iteration 15Q (7827.840000 sec): 3 clusters
  Score: Raw -667991.894060 + Penalty 2918.515053 = -665073.379007
  nChanged 118
		SP:Iteration 16Q (7828.070000 sec): 3 clusters
  Score: Raw -668038.695483 + Penalty 2918.515053 = -665120.180430
  nChanged 105
		SP:Iteration 17Q (7828.360000 sec): 3 clusters
  Score: Raw -668077.671815 + Penalty 2918.515053 = -665159.156762
  nChanged 95
		SP:Iteration 18Q (7828.580000 sec): 3 clusters
  Score: Raw -668113.547080 + Penalty 2918.515053 = -665195.032027
  nChanged 103
		SP:Iteration 19Q (7828.800000 sec): 3 clusters
  Score: Raw -668147.342497 + Penalty 2918.515053 = -665228.827444
  nChanged 76
		SP:Iteration 20F (7829.050000 sec): 3 clusters
  Score: Raw -668171.861926 + Penalty 2918.515053 = -665253.346874
  nChanged 68
		SP:Iteration 21Q (7829.310000 sec): 3 clusters
  Score: Raw -668194.032844 + Penalty 2918.515053 = -665275.517791
  nChanged 66
		SP:Iteration 22Q (7829.510000 sec): 3 clusters
  Score: Raw -668210.001234 + Penalty 2918.515053 = -665291.486181
  nChanged 42
		SP:Iteration 23Q (7829.770000 sec): 3 clusters
  Score: Raw -668220.577620 + Penalty 2918.515053 = -665302.062567
  nChanged 44
		SP:Iteration 24Q (7830.000000 sec): 3 clusters
  Score: Raw -668230.299038 + Penalty 2918.515053 = -665311.783985
  nChanged 40
		SP:Iteration 25Q (7830.210000 sec): 3 clusters
  Score: Raw -668240.526214 + Penalty 2918.515053 = -665322.011161
  nChanged 47
		SP:Iteration 26Q (7830.440000 sec): 3 clusters
  Score: Raw -668250.653256 + Penalty 2918.515053 = -665332.138203
  nChanged 44
		SP:Iteration 27Q (7830.630000 sec): 3 clusters
  Score: Raw -668262.839073 + Penalty 2918.515053 = -665344.324020
  nChanged 45
		SP:Iteration 28Q (7830.880000 sec): 3 clusters
  Score: Raw -668273.895057 + Penalty 2918.515053 = -665355.380004
  nChanged 45
		SP:Iteration 29Q (7831.120000 sec): 3 clusters
  Score: Raw -668284.702133 + Penalty 2918.515053 = -665366.187080
  nChanged 41
		SP:Iteration 30Q (7831.360000 sec): 3 clusters
  Score: Raw -668293.859627 + Penalty 2918.515053 = -665375.344574
  nChanged 39
		SP:Iteration 31Q (7831.590000 sec): 3 clusters
  Score: Raw -668302.984515 + Penalty 2918.515053 = -665384.469463
  nChanged 35
		SP:Iteration 32Q (7831.790000 sec): 3 clusters
  Score: Raw -668310.064748 + Penalty 2918.515053 = -665391.549695
  nChanged 31
		SP:Iteration 33Q (7832.040000 sec): 3 clusters
  Score: Raw -668318.773704 + Penalty 2918.515053 = -665400.258652
  nChanged 41
		SP:Iteration 34Q (7832.260000 sec): 3 clusters
  Score: Raw -668327.940006 + Penalty 2918.515053 = -665409.424953
  nChanged 35
		SP:Iteration 35Q (7832.460000 sec): 3 clusters
  Score: Raw -668335.785518 + Penalty 2918.515053 = -665417.270465
  nChanged 28
		SP:Iteration 36Q (7832.720000 sec): 3 clusters
  Score: Raw -668344.472916 + Penalty 2918.515053 = -665425.957863
  nChanged 28
		SP:Iteration 37Q (7832.880000 sec): 3 clusters
  Score: Raw -668352.687004 + Penalty 2918.515053 = -665434.171951
  nChanged 34
		SP:Iteration 38Q (7833.070000 sec): 3 clusters
  Score: Raw -668362.519516 + Penalty 2918.515053 = -665444.004463
  nChanged 34
		SP:Iteration 39Q (7833.280000 sec): 3 clusters
  Score: Raw -668371.954570 + Penalty 2918.515053 = -665453.439517
  nChanged 39
		SP:Iteration 40F (7833.480000 sec): 3 clusters
  Score: Raw -668382.693364 + Penalty 2918.515053 = -665464.178311
  nChanged 40
		SP:Iteration 41Q (7833.700000 sec): 3 clusters
  Score: Raw -668392.599732 + Penalty 2918.515053 = -665474.084679
  nChanged 39
		SP:Iteration 42Q (7833.910000 sec): 3 clusters
  Score: Raw -668402.089969 + Penalty 2918.515053 = -665483.574916
  nChanged 38
		SP:Iteration 43Q (7834.150000 sec): 3 clusters
  Score: Raw -668411.962082 + Penalty 2918.515053 = -665493.447029
  nChanged 37
		SP:Iteration 44Q (7834.350000 sec): 3 clusters
  Score: Raw -668419.978848 + Penalty 2918.515053 = -665501.463795
  nChanged 31
		SP:Iteration 45Q (7834.580000 sec): 3 clusters
  Score: Raw -668428.473147 + Penalty 2918.515053 = -665509.958094
  nChanged 27
		SP:Iteration 46Q (7834.790000 sec): 3 clusters
  Score: Raw -668434.971387 + Penalty 2918.515053 = -665516.456334
  nChanged 19
		SP:Iteration 47Q (7835.030000 sec): 3 clusters
  Score: Raw -668439.046240 + Penalty 2918.515053 = -665520.531188
  nChanged 24
		SP:Iteration 48Q (7835.250000 sec): 3 clusters
  Score: Raw -668442.519393 + Penalty 2918.515053 = -665524.004340
  nChanged 19
		SP:Iteration 49Q (7835.450000 sec): 3 clusters
  Score: Raw -668445.989791 + Penalty 2918.515053 = -665527.474738
  nChanged 16
		SP:Iteration 50Q (7835.660000 sec): 3 clusters
  Score: Raw -668448.411530 + Penalty 2918.515053 = -665529.896477
  nChanged 14
		SP:Iteration 51Q (7835.920000 sec): 3 clusters
  Score: Raw -668450.424346 + Penalty 2918.515053 = -665531.909293
  nChanged 7
		SP:Iteration 52Q (7836.150000 sec): 3 clusters
  Score: Raw -668451.823432 + Penalty 2918.515053 = -665533.308380
  nChanged 11
		SP:Iteration 53Q (7836.410000 sec): 3 clusters
  Score: Raw -668453.444584 + Penalty 2918.515053 = -665534.929531
  nChanged 7
		SP:Iteration 54Q (7836.590000 sec): 3 clusters
  Score: Raw -668454.405517 + Penalty 2918.515053 = -665535.890464
  nChanged 6
		SP:Iteration 55Q (7836.810000 sec): 3 clusters
  Score: Raw -668455.568173 + Penalty 2918.515053 = -665537.053120
  nChanged 5
		SP:Iteration 56Q (7837.080000 sec): 3 clusters
  Score: Raw -668456.134895 + Penalty 2918.515053 = -665537.619842
  nChanged 7
		SP:Iteration 57Q (7837.270000 sec): 3 clusters
  Score: Raw -668456.785999 + Penalty 2918.515053 = -665538.270946
  nChanged 4
		SP:Iteration 58Q (7837.520000 sec): 3 clusters
  Score: Raw -668457.142606 + Penalty 2918.515053 = -665538.627553
  nChanged 2
		SP:Iteration 59Q (7837.800000 sec): 3 clusters
  Score: Raw -668457.401393 + Penalty 2918.515053 = -665538.886340
  nChanged 1
		SP:Iteration 60F (7838.030000 sec): 3 clusters
  Score: Raw -668457.470582 + Penalty 2918.515053 = -665538.955529
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 6 (4273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7838.110000 sec): 2 clusters
  Score: Raw -373589.025707 + Penalty 1358.511608 = -372230.514098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7838.330000 sec): 3 clusters
  Score: Raw -371509.076974 + Penalty 2717.023217 = -368792.053758
  nChanged 1698
		SP:Iteration 1F (7838.540000 sec): 3 clusters
  Score: Raw -372554.200933 + Penalty 2717.023217 = -369837.177717
  nChanged 384
		SP:Iteration 2F (7838.770000 sec): 3 clusters
  Score: Raw -372853.287363 + Penalty 2717.023217 = -370136.264146
  nChanged 334
		SP:Iteration 3F (7838.970000 sec): 3 clusters
  Score: Raw -373152.819775 + Penalty 2717.023217 = -370435.796559
  nChanged 321
		SP:Iteration 4F (7839.150000 sec): 3 clusters
  Score: Raw -373491.346470 + Penalty 2717.023217 = -370774.323254
  nChanged 312
		SP:Iteration 5F (7839.350000 sec): 3 clusters
  Score: Raw -373889.336340 + Penalty 2717.023217 = -371172.313123
  nChanged 269
		SP:Iteration 6F (7839.560000 sec): 3 clusters
  Score: Raw -374185.515006 + Penalty 2717.023217 = -371468.491789
  nChanged 201
		SP:Iteration 7Q (7839.770000 sec): 3 clusters
  Score: Raw -374355.322623 + Penalty 2717.023217 = -371638.299406
  nChanged 131
		SP:Iteration 8Q (7839.970000 sec): 3 clusters
  Score: Raw -374436.964747 + Penalty 2717.023217 = -371719.941530
  nChanged 70
		SP:Iteration 9Q (7840.170000 sec): 3 clusters
  Score: Raw -374468.296580 + Penalty 2717.023217 = -371751.273364
  nChanged 31
		SP:Iteration 10Q (7840.340000 sec): 3 clusters
  Score: Raw -374482.498571 + Penalty 2717.023217 = -371765.475354
  nChanged 22
		SP:Iteration 11Q (7840.570000 sec): 3 clusters
  Score: Raw -374489.424470 + Penalty 2717.023217 = -371772.401253
  nChanged 12
		SP:Iteration 12Q (7840.740000 sec): 3 clusters
  Score: Raw -374493.163701 + Penalty 2717.023217 = -371776.140485
  nChanged 10
		SP:Iteration 13Q (7840.950000 sec): 3 clusters
  Score: Raw -374496.650935 + Penalty 2717.023217 = -371779.627719
  nChanged 8
		SP:Iteration 14Q (7841.160000 sec): 3 clusters
  Score: Raw -374498.744611 + Penalty 2717.023217 = -371781.721394
  nChanged 7
		SP:Iteration 15Q (7841.370000 sec): 3 clusters
  Score: Raw -374500.199699 + Penalty 2717.023217 = -371783.176482
  nChanged 1
		SP:Iteration 16Q (7841.560000 sec): 3 clusters
  Score: Raw -374500.446038 + Penalty 2717.023217 = -371783.422821
  nChanged 0
		SP:Iteration 17F (7841.730000 sec): 3 clusters
  Score: Raw -374500.446038 + Penalty 2717.023217 = -371783.422821
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 7 (9820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7841.900000 sec): 2 clusters
  Score: Raw -927693.257370 + Penalty 1493.728665 = -926199.528705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7842.090000 sec): 3 clusters
  Score: Raw -922042.047152 + Penalty 2987.457330 = -919054.589821
  nChanged 4271
		SP:Iteration 1F (7842.330000 sec): 3 clusters
  Score: Raw -924304.573573 + Penalty 2987.457330 = -921317.116243
  nChanged 519
		SP:Iteration 2F (7842.570000 sec): 3 clusters
  Score: Raw -924510.208731 + Penalty 2987.457330 = -921522.751401
  nChanged 477
		SP:Iteration 3Q (7842.800000 sec): 3 clusters
  Score: Raw -924702.915793 + Penalty 2987.457330 = -921715.458462
  nChanged 414
		SP:Iteration 4Q (7843.010000 sec): 3 clusters
  Score: Raw -924875.987148 + Penalty 2987.457330 = -921888.529818
  nChanged 394
		SP:Iteration 5Q (7843.240000 sec): 3 clusters
  Score: Raw -925049.224927 + Penalty 2987.457330 = -922061.767597
  nChanged 406
		SP:Iteration 6Q (7843.470000 sec): 3 clusters
  Score: Raw -925260.902028 + Penalty 2987.457330 = -922273.444698
  nChanged 451
		SP:Iteration 7Q (7843.640000 sec): 3 clusters
  Score: Raw -925514.824170 + Penalty 2987.457330 = -922527.366839
  nChanged 496
		SP:Iteration 8F (7843.910000 sec): 3 clusters
  Score: Raw -925858.979487 + Penalty 2987.457330 = -922871.522157
  nChanged 539
		SP:Iteration 9F (7844.070000 sec): 3 clusters
  Score: Raw -926253.949146 + Penalty 2987.457330 = -923266.491815
  nChanged 514
		SP:Iteration 10F (7844.330000 sec): 3 clusters
  Score: Raw -926663.892764 + Penalty 2987.457330 = -923676.435433
  nChanged 465
		SP:Iteration 11Q (7844.580000 sec): 3 clusters
  Score: Raw -927083.360840 + Penalty 2987.457330 = -924095.903509
  nChanged 349
		SP:Iteration 12Q (7844.830000 sec): 3 clusters
  Score: Raw -927397.249718 + Penalty 2987.457330 = -924409.792387
  nChanged 192
		SP:Iteration 13Q (7845.010000 sec): 3 clusters
  Score: Raw -927572.608248 + Penalty 2987.457330 = -924585.150918
  nChanged 111
		SP:Iteration 14Q (7845.210000 sec): 3 clusters
  Score: Raw -927681.829743 + Penalty 2987.457330 = -924694.372412
  nChanged 59
		SP:Iteration 15Q (7845.410000 sec): 3 clusters
  Score: Raw -927749.686068 + Penalty 2987.457330 = -924762.228738
  nChanged 38
		SP:Iteration 16Q (7845.660000 sec): 3 clusters
  Score: Raw -927790.299960 + Penalty 2987.457330 = -924802.842630
  nChanged 30
		SP:Iteration 17Q (7845.900000 sec): 3 clusters
  Score: Raw -927824.229368 + Penalty 2987.457330 = -924836.772038
  nChanged 13
		SP:Iteration 18Q (7846.130000 sec): 3 clusters
  Score: Raw -927839.711938 + Penalty 2987.457330 = -924852.254608
  nChanged 12
		SP:Iteration 19Q (7846.300000 sec): 3 clusters
  Score: Raw -927851.872891 + Penalty 2987.457330 = -924864.415560
  nChanged 10
		SP:Iteration 20F (7846.530000 sec): 3 clusters
  Score: Raw -927863.283486 + Penalty 2987.457330 = -924875.826156
  nChanged 6
		SP:Iteration 21Q (7846.760000 sec): 3 clusters
  Score: Raw -927870.709997 + Penalty 2987.457330 = -924883.252667
  nChanged 8
		SP:Iteration 22Q (7846.960000 sec): 3 clusters
  Score: Raw -927880.724887 + Penalty 2987.457330 = -924893.267556
  nChanged 9
		SP:Iteration 23Q (7847.150000 sec): 3 clusters
  Score: Raw -927894.053149 + Penalty 2987.457330 = -924906.595818
  nChanged 6
		SP:Iteration 24Q (7847.350000 sec): 3 clusters
  Score: Raw -927899.732889 + Penalty 2987.457330 = -924912.275559
  nChanged 4
		SP:Iteration 25Q (7847.550000 sec): 3 clusters
  Score: Raw -927904.391057 + Penalty 2987.457330 = -924916.933726
  nChanged 3
		SP:Iteration 26Q (7847.790000 sec): 3 clusters
  Score: Raw -927907.615173 + Penalty 2987.457330 = -924920.157842
  nChanged 3
		SP:Iteration 27Q (7847.990000 sec): 3 clusters
  Score: Raw -927909.419734 + Penalty 2987.457330 = -924921.962403
  nChanged 2
		SP:Iteration 28Q (7848.190000 sec): 3 clusters
  Score: Raw -927910.987114 + Penalty 2987.457330 = -924923.529783
  nChanged 2
		SP:Iteration 29Q (7848.410000 sec): 3 clusters
  Score: Raw -927913.865473 + Penalty 2987.457330 = -924926.408143
  nChanged 2
		SP:Iteration 30Q (7848.610000 sec): 3 clusters
  Score: Raw -927916.132229 + Penalty 2987.457330 = -924928.674899
  nChanged 1
		SP:Iteration 31Q (7848.830000 sec): 3 clusters
  Score: Raw -927917.746040 + Penalty 2987.457330 = -924930.288709
  nChanged 1
		SP:Iteration 32Q (7849.060000 sec): 3 clusters
  Score: Raw -927919.522382 + Penalty 2987.457330 = -924932.065051
  nChanged 3
		SP:Iteration 33Q (7849.290000 sec): 3 clusters
  Score: Raw -927921.710674 + Penalty 2987.457330 = -924934.253344
  nChanged 1
		SP:Iteration 34Q (7849.550000 sec): 3 clusters
  Score: Raw -927922.023211 + Penalty 2987.457330 = -924934.565880
  nChanged 0
		SP:Iteration 35F (7849.770000 sec): 3 clusters
  Score: Raw -927922.023211 + Penalty 2987.457330 = -924934.565880
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 8 (27419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7849.980000 sec): 2 clusters
  Score: Raw -2317895.588950 + Penalty 1660.586116 = -2316235.002834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7850.300000 sec): 3 clusters
  Score: Raw -2301061.165415 + Penalty 3321.172232 = -2297739.993183
  nChanged 12651
		SP:Iteration 1F (7850.630000 sec): 3 clusters
  Score: Raw -2308676.688236 + Penalty 3321.172232 = -2305355.516004
  nChanged 1797
		SP:Iteration 2F (7850.910000 sec): 3 clusters
  Score: Raw -2309737.752509 + Penalty 3321.172232 = -2306416.580277
  nChanged 1957
		SP:Iteration 3F (7851.190000 sec): 3 clusters
  Score: Raw -2310991.354285 + Penalty 3321.172232 = -2307670.182053
  nChanged 1870
		SP:Iteration 4F (7851.540000 sec): 3 clusters
  Score: Raw -2312065.098732 + Penalty 3321.172232 = -2308743.926500
  nChanged 1573
		SP:Iteration 5F (7851.840000 sec): 3 clusters
  Score: Raw -2312851.029726 + Penalty 3321.172232 = -2309529.857494
  nChanged 1307
		SP:Iteration 6Q (7852.150000 sec): 3 clusters
  Score: Raw -2313423.289889 + Penalty 3321.172232 = -2310102.117658
  nChanged 1043
		SP:Iteration 7Q (7852.480000 sec): 3 clusters
  Score: Raw -2313819.659956 + Penalty 3321.172232 = -2310498.487725
  nChanged 841
		SP:Iteration 8Q (7852.740000 sec): 3 clusters
  Score: Raw -2314140.225686 + Penalty 3321.172232 = -2310819.053454
  nChanged 769
		SP:Iteration 9Q (7853.050000 sec): 3 clusters
  Score: Raw -2314465.226853 + Penalty 3321.172232 = -2311144.054621
  nChanged 835
		SP:Iteration 10Q (7853.320000 sec): 3 clusters
  Score: Raw -2314872.289274 + Penalty 3321.172232 = -2311551.117043
  nChanged 909
		SP:Iteration 11Q (7853.640000 sec): 3 clusters
  Score: Raw -2315391.209133 + Penalty 3321.172232 = -2312070.036901
  nChanged 1051
		SP:Iteration 12Q (7853.940000 sec): 3 clusters
  Score: Raw -2316147.530561 + Penalty 3321.172232 = -2312826.358329
  nChanged 1278
		SP:Iteration 13Q (7854.260000 sec): 3 clusters
  Score: Raw -2317318.198707 + Penalty 3321.172232 = -2313997.026475
  nChanged 1334
		SP:Iteration 14Q (7854.540000 sec): 3 clusters
  Score: Raw -2318608.087193 + Penalty 3321.172232 = -2315286.914961
  nChanged 1078
		SP:Iteration 15Q (7854.880000 sec): 3 clusters
  Score: Raw -2319471.456050 + Penalty 3321.172232 = -2316150.283818
  nChanged 796
		SP:Iteration 16Q (7855.160000 sec): 3 clusters
  Score: Raw -2319910.115183 + Penalty 3321.172232 = -2316588.942951
  nChanged 530
		SP:Iteration 17Q (7855.500000 sec): 3 clusters
  Score: Raw -2320118.669959 + Penalty 3321.172232 = -2316797.497727
  nChanged 380
		SP:Iteration 18Q (7855.760000 sec): 3 clusters
  Score: Raw -2320234.632162 + Penalty 3321.172232 = -2316913.459930
  nChanged 277
		SP:Iteration 19Q (7856.050000 sec): 3 clusters
  Score: Raw -2320315.279463 + Penalty 3321.172232 = -2316994.107231
  nChanged 236
		SP:Iteration 20F (7856.400000 sec): 3 clusters
  Score: Raw -2320384.063438 + Penalty 3321.172232 = -2317062.891206
  nChanged 223
		SP:Iteration 21Q (7856.690000 sec): 3 clusters
  Score: Raw -2320458.330460 + Penalty 3321.172232 = -2317137.158228
  nChanged 228
		SP:Iteration 22Q (7857.000000 sec): 3 clusters
  Score: Raw -2320534.172095 + Penalty 3321.172232 = -2317212.999863
  nChanged 219
		SP:Iteration 23Q (7857.320000 sec): 3 clusters
  Score: Raw -2320590.995072 + Penalty 3321.172232 = -2317269.822840
  nChanged 193
		SP:Iteration 24Q (7857.620000 sec): 3 clusters
  Score: Raw -2320644.126849 + Penalty 3321.172232 = -2317322.954617
  nChanged 182
		SP:Iteration 25Q (7857.940000 sec): 3 clusters
  Score: Raw -2320694.549047 + Penalty 3321.172232 = -2317373.376815
  nChanged 186
		SP:Iteration 26Q (7858.270000 sec): 3 clusters
  Score: Raw -2320746.194245 + Penalty 3321.172232 = -2317425.022013
  nChanged 195
		SP:Iteration 27Q (7858.550000 sec): 3 clusters
  Score: Raw -2320805.155890 + Penalty 3321.172232 = -2317483.983658
  nChanged 190
		SP:Iteration 28Q (7858.910000 sec): 3 clusters
  Score: Raw -2320861.857675 + Penalty 3321.172232 = -2317540.685443
  nChanged 193
		SP:Iteration 29Q (7859.220000 sec): 3 clusters
  Score: Raw -2320917.122141 + Penalty 3321.172232 = -2317595.949909
  nChanged 166
		SP:Iteration 30Q (7859.520000 sec): 3 clusters
  Score: Raw -2320963.863295 + Penalty 3321.172232 = -2317642.691063
  nChanged 165
		SP:Iteration 31Q (7859.800000 sec): 3 clusters
  Score: Raw -2321009.494351 + Penalty 3321.172232 = -2317688.322119
  nChanged 168
		SP:Iteration 32Q (7860.120000 sec): 3 clusters
  Score: Raw -2321051.427237 + Penalty 3321.172232 = -2317730.255005
  nChanged 141
		SP:Iteration 33Q (7860.380000 sec): 3 clusters
  Score: Raw -2321083.839656 + Penalty 3321.172232 = -2317762.667424
  nChanged 129
		SP:Iteration 34Q (7860.680000 sec): 3 clusters
  Score: Raw -2321116.462675 + Penalty 3321.172232 = -2317795.290443
  nChanged 125
		SP:Iteration 35Q (7861.030000 sec): 3 clusters
  Score: Raw -2321145.694277 + Penalty 3321.172232 = -2317824.522045
  nChanged 111
		SP:Iteration 36Q (7861.330000 sec): 3 clusters
  Score: Raw -2321169.675196 + Penalty 3321.172232 = -2317848.502964
  nChanged 104
		SP:Iteration 37Q (7861.610000 sec): 3 clusters
  Score: Raw -2321188.718438 + Penalty 3321.172232 = -2317867.546206
  nChanged 86
		SP:Iteration 38Q (7861.920000 sec): 3 clusters
  Score: Raw -2321202.391677 + Penalty 3321.172232 = -2317881.219445
  nChanged 69
		SP:Iteration 39Q (7862.200000 sec): 3 clusters
  Score: Raw -2321210.984806 + Penalty 3321.172232 = -2317889.812574
  nChanged 52
		SP:Iteration 40F (7862.500000 sec): 3 clusters
  Score: Raw -2321218.514160 + Penalty 3321.172232 = -2317897.341928
  nChanged 44
		SP:Iteration 41Q (7862.820000 sec): 3 clusters
  Score: Raw -2321223.189558 + Penalty 3321.172232 = -2317902.017326
  nChanged 38
		SP:Iteration 42Q (7863.130000 sec): 3 clusters
  Score: Raw -2321226.078551 + Penalty 3321.172232 = -2317904.906319
  nChanged 36
		SP:Iteration 43Q (7863.500000 sec): 3 clusters
  Score: Raw -2321228.613307 + Penalty 3321.172232 = -2317907.441076
  nChanged 29
		SP:Iteration 44Q (7863.760000 sec): 3 clusters
  Score: Raw -2321230.538786 + Penalty 3321.172232 = -2317909.366554
  nChanged 24
		SP:Iteration 45Q (7864.080000 sec): 3 clusters
  Score: Raw -2321232.185917 + Penalty 3321.172232 = -2317911.013685
  nChanged 29
		SP:Iteration 46Q (7864.380000 sec): 3 clusters
  Score: Raw -2321233.906828 + Penalty 3321.172232 = -2317912.734596
  nChanged 19
		SP:Iteration 47Q (7864.700000 sec): 3 clusters
  Score: Raw -2321235.008373 + Penalty 3321.172232 = -2317913.836141
  nChanged 17
		SP:Iteration 48Q (7865.070000 sec): 3 clusters
  Score: Raw -2321236.251770 + Penalty 3321.172232 = -2317915.079538
  nChanged 22
		SP:Iteration 49Q (7865.350000 sec): 3 clusters
  Score: Raw -2321238.001947 + Penalty 3321.172232 = -2317916.829715
  nChanged 24
		SP:Iteration 50Q (7865.680000 sec): 3 clusters
  Score: Raw -2321239.777649 + Penalty 3321.172232 = -2317918.605417
  nChanged 21
		SP:Iteration 51Q (7866.000000 sec): 3 clusters
  Score: Raw -2321240.705771 + Penalty 3321.172232 = -2317919.533539
  nChanged 13
		SP:Iteration 52Q (7866.340000 sec): 3 clusters
  Score: Raw -2321241.291474 + Penalty 3321.172232 = -2317920.119242
  nChanged 12
		SP:Iteration 53Q (7866.660000 sec): 3 clusters
  Score: Raw -2321242.077869 + Penalty 3321.172232 = -2317920.905637
  nChanged 14
		SP:Iteration 54Q (7867.030000 sec): 3 clusters
  Score: Raw -2321242.760136 + Penalty 3321.172232 = -2317921.587904
  nChanged 16
		SP:Iteration 55Q (7867.330000 sec): 3 clusters
  Score: Raw -2321243.814013 + Penalty 3321.172232 = -2317922.641781
  nChanged 20
		SP:Iteration 56Q (7867.740000 sec): 3 clusters
  Score: Raw -2321245.302051 + Penalty 3321.172232 = -2317924.129819
  nChanged 26
		SP:Iteration 57Q (7868.020000 sec): 3 clusters
  Score: Raw -2321248.155259 + Penalty 3321.172232 = -2317926.983027
  nChanged 29
		SP:Iteration 58Q (7868.340000 sec): 3 clusters
  Score: Raw -2321251.299567 + Penalty 3321.172232 = -2317930.127335
  nChanged 36
		SP:Iteration 59Q (7868.650000 sec): 3 clusters
  Score: Raw -2321254.883188 + Penalty 3321.172232 = -2317933.710956
  nChanged 35
		SP:Iteration 60F (7868.950000 sec): 3 clusters
  Score: Raw -2321257.170423 + Penalty 3321.172232 = -2317935.998191
  nChanged 28
		SP:Iteration 61Q (7869.280000 sec): 3 clusters
  Score: Raw -2321258.839986 + Penalty 3321.172232 = -2317937.667754
  nChanged 16
		SP:Iteration 62Q (7869.600000 sec): 3 clusters
  Score: Raw -2321259.763869 + Penalty 3321.172232 = -2317938.591637
  nChanged 14
		SP:Iteration 63Q (7869.970000 sec): 3 clusters
  Score: Raw -2321260.648675 + Penalty 3321.172232 = -2317939.476443
  nChanged 14
		SP:Iteration 64Q (7870.290000 sec): 3 clusters
  Score: Raw -2321261.571907 + Penalty 3321.172232 = -2317940.399675
  nChanged 26
		SP:Iteration 65Q (7870.610000 sec): 3 clusters
  Score: Raw -2321263.285441 + Penalty 3321.172232 = -2317942.113209
  nChanged 22
		SP:Iteration 66Q (7870.870000 sec): 3 clusters
  Score: Raw -2321264.623653 + Penalty 3321.172232 = -2317943.451421
  nChanged 20
		SP:Iteration 67Q (7871.190000 sec): 3 clusters
  Score: Raw -2321265.917261 + Penalty 3321.172232 = -2317944.745029
  nChanged 19
		SP:Iteration 68Q (7871.470000 sec): 3 clusters
  Score: Raw -2321267.106051 + Penalty 3321.172232 = -2317945.933819
  nChanged 19
		SP:Iteration 69Q (7871.830000 sec): 3 clusters
  Score: Raw -2321268.535415 + Penalty 3321.172232 = -2317947.363183
  nChanged 18
		SP:Iteration 70Q (7872.170000 sec): 3 clusters
  Score: Raw -2321269.894550 + Penalty 3321.172232 = -2317948.722318
  nChanged 18
		SP:Iteration 71Q (7872.450000 sec): 3 clusters
  Score: Raw -2321271.193762 + Penalty 3321.172232 = -2317950.021530
  nChanged 18
		SP:Iteration 72Q (7872.750000 sec): 3 clusters
  Score: Raw -2321272.208099 + Penalty 3321.172232 = -2317951.035867
  nChanged 13
		SP:Iteration 73Q (7873.070000 sec): 3 clusters
  Score: Raw -2321273.020129 + Penalty 3321.172232 = -2317951.847897
  nChanged 10
		SP:Iteration 74Q (7873.400000 sec): 3 clusters
  Score: Raw -2321273.512677 + Penalty 3321.172232 = -2317952.340445
  nChanged 6
		SP:Iteration 75Q (7873.680000 sec): 3 clusters
  Score: Raw -2321273.757592 + Penalty 3321.172232 = -2317952.585361
  nChanged 6
		SP:Iteration 76Q (7873.970000 sec): 3 clusters
  Score: Raw -2321274.056927 + Penalty 3321.172232 = -2317952.884695
  nChanged 5
		SP:Iteration 77Q (7874.270000 sec): 3 clusters
  Score: Raw -2321274.245241 + Penalty 3321.172232 = -2317953.073009
  nChanged 2
		SP:Iteration 78Q (7874.580000 sec): 3 clusters
  Score: Raw -2321274.358648 + Penalty 3321.172232 = -2317953.186416
  nChanged 1
		SP:Iteration 79Q (7874.870000 sec): 3 clusters
  Score: Raw -2321274.419973 + Penalty 3321.172232 = -2317953.247741
  nChanged 0
		SP:Iteration 80F (7875.140000 sec): 3 clusters
  Score: Raw -2321274.419973 + Penalty 3321.172232 = -2317953.247741
  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 10.68 GB.

 Trying to split cluster 9 (31089 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7875.390000 sec): 2 clusters
  Score: Raw -2692661.318156 + Penalty 1680.999017 = -2690980.319139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7875.680000 sec): 3 clusters
  Score: Raw -2673354.983374 + Penalty 3361.998035 = -2669992.985339
  nChanged 14400
		SP:Iteration 1F (7875.980000 sec): 3 clusters
  Score: Raw -2681489.081275 + Penalty 3361.998035 = -2678127.083241
  nChanged 1551
		SP:Iteration 2Q (7876.290000 sec): 3 clusters
  Score: Raw -2682116.757411 + Penalty 3361.998035 = -2678754.759376
  nChanged 1764
		SP:Iteration 3F (7876.570000 sec): 3 clusters
  Score: Raw -2683073.934620 + Penalty 3361.998035 = -2679711.936585
  nChanged 2079
		SP:Iteration 4F (7876.900000 sec): 3 clusters
  Score: Raw -2684370.344557 + Penalty 3361.998035 = -2681008.346522
  nChanged 2139
		SP:Iteration 5F (7877.230000 sec): 3 clusters
  Score: Raw -2685835.207950 + Penalty 3361.998035 = -2682473.209915
  nChanged 2005
		SP:Iteration 6F (7877.600000 sec): 3 clusters
  Score: Raw -2687281.016589 + Penalty 3361.998035 = -2683919.018555
  nChanged 1766
		SP:Iteration 7F (7877.980000 sec): 3 clusters
  Score: Raw -2688702.589067 + Penalty 3361.998035 = -2685340.591032
  nChanged 1549
		SP:Iteration 8Q (7878.340000 sec): 3 clusters
  Score: Raw -2689968.747450 + Penalty 3361.998035 = -2686606.749415
  nChanged 1207
		SP:Iteration 9Q (7878.650000 sec): 3 clusters
  Score: Raw -2690809.643379 + Penalty 3361.998035 = -2687447.645345
  nChanged 889
		SP:Iteration 10Q (7879.020000 sec): 3 clusters
  Score: Raw -2691310.288062 + Penalty 3361.998035 = -2687948.290028
  nChanged 577
		SP:Iteration 11Q (7879.410000 sec): 3 clusters
  Score: Raw -2691603.983882 + Penalty 3361.998035 = -2688241.985847
  nChanged 427
		SP:Iteration 12Q (7879.700000 sec): 3 clusters
  Score: Raw -2691865.109951 + Penalty 3361.998035 = -2688503.111916
  nChanged 402
		SP:Iteration 13Q (7880.030000 sec): 3 clusters
  Score: Raw -2692131.267330 + Penalty 3361.998035 = -2688769.269295
  nChanged 385
		SP:Iteration 14Q (7880.350000 sec): 3 clusters
  Score: Raw -2692438.207246 + Penalty 3361.998035 = -2689076.209212
  nChanged 408
		SP:Iteration 15Q (7880.660000 sec): 3 clusters
  Score: Raw -2692762.124633 + Penalty 3361.998035 = -2689400.126598
  nChanged 374
		SP:Iteration 16Q (7881.010000 sec): 3 clusters
  Score: Raw -2692984.516552 + Penalty 3361.998035 = -2689622.518518
  nChanged 328
		SP:Iteration 17Q (7881.310000 sec): 3 clusters
  Score: Raw -2693140.336676 + Penalty 3361.998035 = -2689778.338641
  nChanged 253
		SP:Iteration 18Q (7881.630000 sec): 3 clusters
  Score: Raw -2693238.434008 + Penalty 3361.998035 = -2689876.435973
  nChanged 199
		SP:Iteration 19Q (7881.890000 sec): 3 clusters
  Score: Raw -2693312.671270 + Penalty 3361.998035 = -2689950.673235
  nChanged 173
		SP:Iteration 20F (7882.190000 sec): 3 clusters
  Score: Raw -2693374.263347 + Penalty 3361.998035 = -2690012.265313
  nChanged 146
		SP:Iteration 21Q (7882.520000 sec): 3 clusters
  Score: Raw -2693416.933649 + Penalty 3361.998035 = -2690054.935614
  nChanged 121
		SP:Iteration 22Q (7882.820000 sec): 3 clusters
  Score: Raw -2693442.389156 + Penalty 3361.998035 = -2690080.391121
  nChanged 93
		SP:Iteration 23Q (7883.120000 sec): 3 clusters
  Score: Raw -2693459.147326 + Penalty 3361.998035 = -2690097.149292
  nChanged 81
		SP:Iteration 24Q (7883.410000 sec): 3 clusters
  Score: Raw -2693473.214897 + Penalty 3361.998035 = -2690111.216862
  nChanged 84
		SP:Iteration 25Q (7883.720000 sec): 3 clusters
  Score: Raw -2693487.080398 + Penalty 3361.998035 = -2690125.082363
  nChanged 70
		SP:Iteration 26Q (7884.000000 sec): 3 clusters
  Score: Raw -2693498.177908 + Penalty 3361.998035 = -2690136.179874
  nChanged 57
		SP:Iteration 27Q (7884.360000 sec): 3 clusters
  Score: Raw -2693505.047961 + Penalty 3361.998035 = -2690143.049926
  nChanged 51
		SP:Iteration 28Q (7884.670000 sec): 3 clusters
  Score: Raw -2693511.422512 + Penalty 3361.998035 = -2690149.424478
  nChanged 61
		SP:Iteration 29Q (7885.000000 sec): 3 clusters
  Score: Raw -2693519.586808 + Penalty 3361.998035 = -2690157.588773
  nChanged 48
		SP:Iteration 30Q (7885.280000 sec): 3 clusters
  Score: Raw -2693525.905782 + Penalty 3361.998035 = -2690163.907747
  nChanged 42
		SP:Iteration 31Q (7885.530000 sec): 3 clusters
  Score: Raw -2693530.430592 + Penalty 3361.998035 = -2690168.432558
  nChanged 39
		SP:Iteration 32Q (7885.860000 sec): 3 clusters
  Score: Raw -2693535.470569 + Penalty 3361.998035 = -2690173.472534
  nChanged 31
		SP:Iteration 33Q (7886.150000 sec): 3 clusters
  Score: Raw -2693539.477192 + Penalty 3361.998035 = -2690177.479158
  nChanged 35
		SP:Iteration 34Q (7886.440000 sec): 3 clusters
  Score: Raw -2693543.390061 + Penalty 3361.998035 = -2690181.392027
  nChanged 32
		SP:Iteration 35Q (7886.790000 sec): 3 clusters
  Score: Raw -2693546.821553 + Penalty 3361.998035 = -2690184.823518
  nChanged 31
		SP:Iteration 36Q (7887.040000 sec): 3 clusters
  Score: Raw -2693550.970503 + Penalty 3361.998035 = -2690188.972468
  nChanged 33
		SP:Iteration 37Q (7887.330000 sec): 3 clusters
  Score: Raw -2693554.072582 + Penalty 3361.998035 = -2690192.074547
  nChanged 25
		SP:Iteration 38Q (7887.640000 sec): 3 clusters
  Score: Raw -2693556.213918 + Penalty 3361.998035 = -2690194.215883
  nChanged 20
		SP:Iteration 39Q (7887.980000 sec): 3 clusters
  Score: Raw -2693557.965898 + Penalty 3361.998035 = -2690195.967864
  nChanged 15
		SP:Iteration 40F (7888.320000 sec): 3 clusters
  Score: Raw -2693559.174471 + Penalty 3361.998035 = -2690197.176436
  nChanged 13
		SP:Iteration 41Q (7888.640000 sec): 3 clusters
  Score: Raw -2693560.041144 + Penalty 3361.998035 = -2690198.043109
  nChanged 14
		SP:Iteration 42Q (7888.950000 sec): 3 clusters
  Score: Raw -2693561.317775 + Penalty 3361.998035 = -2690199.319740
  nChanged 21
		SP:Iteration 43Q (7889.250000 sec): 3 clusters
  Score: Raw -2693563.335225 + Penalty 3361.998035 = -2690201.337190
  nChanged 17
		SP:Iteration 44Q (7889.540000 sec): 3 clusters
  Score: Raw -2693565.091350 + Penalty 3361.998035 = -2690203.093315
  nChanged 13
		SP:Iteration 45Q (7889.790000 sec): 3 clusters
  Score: Raw -2693565.932203 + Penalty 3361.998035 = -2690203.934169
  nChanged 7
		SP:Iteration 46Q (7890.120000 sec): 3 clusters
  Score: Raw -2693566.595948 + Penalty 3361.998035 = -2690204.597913
  nChanged 12
		SP:Iteration 47Q (7890.430000 sec): 3 clusters
  Score: Raw -2693567.758042 + Penalty 3361.998035 = -2690205.760007
  nChanged 11
		SP:Iteration 48Q (7890.740000 sec): 3 clusters
  Score: Raw -2693568.678968 + Penalty 3361.998035 = -2690206.680933
  nChanged 11
		SP:Iteration 49Q (7891.100000 sec): 3 clusters
  Score: Raw -2693570.032937 + Penalty 3361.998035 = -2690208.034903
  nChanged 13
		SP:Iteration 50Q (7891.380000 sec): 3 clusters
  Score: Raw -2693571.358589 + Penalty 3361.998035 = -2690209.360554
  nChanged 11
		SP:Iteration 51Q (7891.700000 sec): 3 clusters
  Score: Raw -2693572.235434 + Penalty 3361.998035 = -2690210.237400
  nChanged 7
		SP:Iteration 52Q (7892.020000 sec): 3 clusters
  Score: Raw -2693572.825155 + Penalty 3361.998035 = -2690210.827120
  nChanged 9
		SP:Iteration 53Q (7892.300000 sec): 3 clusters
  Score: Raw -2693573.553377 + Penalty 3361.998035 = -2690211.555342
  nChanged 6
		SP:Iteration 54Q (7892.640000 sec): 3 clusters
  Score: Raw -2693573.966989 + Penalty 3361.998035 = -2690211.968954
  nChanged 8
		SP:Iteration 55Q (7892.960000 sec): 3 clusters
  Score: Raw -2693574.538826 + Penalty 3361.998035 = -2690212.540791
  nChanged 10
		SP:Iteration 56Q (7893.280000 sec): 3 clusters
  Score: Raw -2693575.221202 + Penalty 3361.998035 = -2690213.223167
  nChanged 4
		SP:Iteration 57Q (7893.570000 sec): 3 clusters
  Score: Raw -2693575.438584 + Penalty 3361.998035 = -2690213.440549
  nChanged 2
		SP:Iteration 58Q (7893.940000 sec): 3 clusters
  Score: Raw -2693575.570745 + Penalty 3361.998035 = -2690213.572711
  nChanged 2
		SP:Iteration 59Q (7894.250000 sec): 3 clusters
  Score: Raw -2693575.774805 + Penalty 3361.998035 = -2690213.776770
  nChanged 2
		SP:Iteration 60F (7894.560000 sec): 3 clusters
  Score: Raw -2693575.863102 + Penalty 3361.998035 = -2690213.865067
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 10 (27926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7894.820000 sec): 2 clusters
  Score: Raw -2393357.004872 + Penalty 1663.563433 = -2391693.441439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7895.130000 sec): 3 clusters
  Score: Raw -2376097.995030 + Penalty 3327.126866 = -2372770.868164
  nChanged 12981
		SP:Iteration 1F (7895.460000 sec): 3 clusters
  Score: Raw -2383695.531829 + Penalty 3327.126866 = -2380368.404963
  nChanged 1737
		SP:Iteration 2F (7895.770000 sec): 3 clusters
  Score: Raw -2384779.808782 + Penalty 3327.126866 = -2381452.681917
  nChanged 2019
		SP:Iteration 3F (7896.070000 sec): 3 clusters
  Score: Raw -2386262.987582 + Penalty 3327.126866 = -2382935.860716
  nChanged 2183
		SP:Iteration 4F (7896.460000 sec): 3 clusters
  Score: Raw -2387874.958575 + Penalty 3327.126866 = -2384547.831709
  nChanged 1912
		SP:Iteration 5F (7896.760000 sec): 3 clusters
  Score: Raw -2389164.196988 + Penalty 3327.126866 = -2385837.070122
  nChanged 1595
		SP:Iteration 6F (7897.090000 sec): 3 clusters
  Score: Raw -2390060.498258 + Penalty 3327.126866 = -2386733.371392
  nChanged 1223
		SP:Iteration 7Q (7897.430000 sec): 3 clusters
  Score: Raw -2390695.220970 + Penalty 3327.126866 = -2387368.094104
  nChanged 985
		SP:Iteration 8Q (7897.780000 sec): 3 clusters
  Score: Raw -2391220.578089 + Penalty 3327.126866 = -2387893.451223
  nChanged 831
		SP:Iteration 9Q (7898.090000 sec): 3 clusters
  Score: Raw -2391624.373980 + Penalty 3327.126866 = -2388297.247114
  nChanged 623
		SP:Iteration 10Q (7898.400000 sec): 3 clusters
  Score: Raw -2391881.730765 + Penalty 3327.126866 = -2388554.603899
  nChanged 487
		SP:Iteration 11Q (7898.740000 sec): 3 clusters
  Score: Raw -2392026.656138 + Penalty 3327.126866 = -2388699.529272
  nChanged 343
		SP:Iteration 12Q (7899.040000 sec): 3 clusters
  Score: Raw -2392119.622665 + Penalty 3327.126866 = -2388792.495799
  nChanged 286
		SP:Iteration 13Q (7899.320000 sec): 3 clusters
  Score: Raw -2392189.678635 + Penalty 3327.126866 = -2388862.551769
  nChanged 234
		SP:Iteration 14Q (7899.640000 sec): 3 clusters
  Score: Raw -2392247.653144 + Penalty 3327.126866 = -2388920.526278
  nChanged 242
		SP:Iteration 15Q (7899.970000 sec): 3 clusters
  Score: Raw -2392305.684455 + Penalty 3327.126866 = -2388978.557590
  nChanged 235
		SP:Iteration 16Q (7900.250000 sec): 3 clusters
  Score: Raw -2392363.314225 + Penalty 3327.126866 = -2389036.187359
  nChanged 224
		SP:Iteration 17Q (7900.590000 sec): 3 clusters
  Score: Raw -2392414.889484 + Penalty 3327.126866 = -2389087.762618
  nChanged 213
		SP:Iteration 18Q (7900.860000 sec): 3 clusters
  Score: Raw -2392461.299060 + Penalty 3327.126866 = -2389134.172194
  nChanged 203
		SP:Iteration 19Q (7901.190000 sec): 3 clusters
  Score: Raw -2392502.874645 + Penalty 3327.126866 = -2389175.747779
  nChanged 200
		SP:Iteration 20F (7901.450000 sec): 3 clusters
  Score: Raw -2392542.121181 + Penalty 3327.126866 = -2389214.994315
  nChanged 203
		SP:Iteration 21Q (7901.780000 sec): 3 clusters
  Score: Raw -2392577.892184 + Penalty 3327.126866 = -2389250.765318
  nChanged 183
		SP:Iteration 22Q (7902.110000 sec): 3 clusters
  Score: Raw -2392608.613541 + Penalty 3327.126866 = -2389281.486675
  nChanged 178
		SP:Iteration 23Q (7902.420000 sec): 3 clusters
  Score: Raw -2392637.588914 + Penalty 3327.126866 = -2389310.462049
  nChanged 173
		SP:Iteration 24Q (7902.730000 sec): 3 clusters
  Score: Raw -2392666.032063 + Penalty 3327.126866 = -2389338.905197
  nChanged 159
		SP:Iteration 25Q (7903.070000 sec): 3 clusters
  Score: Raw -2392691.977375 + Penalty 3327.126866 = -2389364.850509
  nChanged 154
		SP:Iteration 26Q (7903.380000 sec): 3 clusters
  Score: Raw -2392717.255306 + Penalty 3327.126866 = -2389390.128440
  nChanged 142
		SP:Iteration 27Q (7903.700000 sec): 3 clusters
  Score: Raw -2392741.131329 + Penalty 3327.126866 = -2389414.004463
  nChanged 160
		SP:Iteration 28Q (7904.020000 sec): 3 clusters
  Score: Raw -2392768.767871 + Penalty 3327.126866 = -2389441.641005
  nChanged 144
		SP:Iteration 29Q (7904.390000 sec): 3 clusters
  Score: Raw -2392790.923421 + Penalty 3327.126866 = -2389463.796555
  nChanged 145
		SP:Iteration 30Q (7904.710000 sec): 3 clusters
  Score: Raw -2392812.104406 + Penalty 3327.126866 = -2389484.977540
  nChanged 135
		SP:Iteration 31Q (7905.060000 sec): 3 clusters
  Score: Raw -2392830.318222 + Penalty 3327.126866 = -2389503.191356
  nChanged 136
		SP:Iteration 32Q (7905.440000 sec): 3 clusters
  Score: Raw -2392851.205387 + Penalty 3327.126866 = -2389524.078521
  nChanged 145
		SP:Iteration 33Q (7905.750000 sec): 3 clusters
  Score: Raw -2392875.605227 + Penalty 3327.126866 = -2389548.478361
  nChanged 157
		SP:Iteration 34Q (7906.080000 sec): 3 clusters
  Score: Raw -2392901.386637 + Penalty 3327.126866 = -2389574.259771
  nChanged 145
		SP:Iteration 35Q (7906.410000 sec): 3 clusters
  Score: Raw -2392922.451130 + Penalty 3327.126866 = -2389595.324264
  nChanged 139
		SP:Iteration 36Q (7906.740000 sec): 3 clusters
  Score: Raw -2392941.868914 + Penalty 3327.126866 = -2389614.742048
  nChanged 132
		SP:Iteration 37Q (7907.050000 sec): 3 clusters
  Score: Raw -2392960.048344 + Penalty 3327.126866 = -2389632.921478
  nChanged 124
		SP:Iteration 38Q (7907.370000 sec): 3 clusters
  Score: Raw -2392976.730433 + Penalty 3327.126866 = -2389649.603567
  nChanged 126
		SP:Iteration 39Q (7907.670000 sec): 3 clusters
  Score: Raw -2392993.928400 + Penalty 3327.126866 = -2389666.801534
  nChanged 128
		SP:Iteration 40F (7907.970000 sec): 3 clusters
  Score: Raw -2393010.394694 + Penalty 3327.126866 = -2389683.267828
  nChanged 112
		SP:Iteration 41Q (7908.320000 sec): 3 clusters
  Score: Raw -2393023.715663 + Penalty 3327.126866 = -2389696.588797
  nChanged 121
		SP:Iteration 42Q (7908.680000 sec): 3 clusters
  Score: Raw -2393039.021307 + Penalty 3327.126866 = -2389711.894442
  nChanged 112
		SP:Iteration 43Q (7908.960000 sec): 3 clusters
  Score: Raw -2393055.863655 + Penalty 3327.126866 = -2389728.736789
  nChanged 121
		SP:Iteration 44Q (7909.270000 sec): 3 clusters
  Score: Raw -2393073.561078 + Penalty 3327.126866 = -2389746.434213
  nChanged 112
		SP:Iteration 45Q (7909.580000 sec): 3 clusters
  Score: Raw -2393091.500729 + Penalty 3327.126866 = -2389764.373863
  nChanged 127
		SP:Iteration 46Q (7909.890000 sec): 3 clusters
  Score: Raw -2393112.699243 + Penalty 3327.126866 = -2389785.572377
  nChanged 139
		SP:Iteration 47Q (7910.220000 sec): 3 clusters
  Score: Raw -2393136.431761 + Penalty 3327.126866 = -2389809.304895
  nChanged 148
		SP:Iteration 48Q (7910.530000 sec): 3 clusters
  Score: Raw -2393162.652042 + Penalty 3327.126866 = -2389835.525176
  nChanged 158
		SP:Iteration 49Q (7910.820000 sec): 3 clusters
  Score: Raw -2393190.675932 + Penalty 3327.126866 = -2389863.549066
  nChanged 149
		SP:Iteration 50Q (7911.130000 sec): 3 clusters
  Score: Raw -2393215.314765 + Penalty 3327.126866 = -2389888.187899
  nChanged 149
		SP:Iteration 51Q (7911.430000 sec): 3 clusters
  Score: Raw -2393244.470762 + Penalty 3327.126866 = -2389917.343896
  nChanged 156
		SP:Iteration 52Q (7911.740000 sec): 3 clusters
  Score: Raw -2393275.123572 + Penalty 3327.126866 = -2389947.996707
  nChanged 165
		SP:Iteration 53Q (7912.020000 sec): 3 clusters
  Score: Raw -2393313.370552 + Penalty 3327.126866 = -2389986.243686
  nChanged 177
		SP:Iteration 54Q (7912.320000 sec): 3 clusters
  Score: Raw -2393350.521704 + Penalty 3327.126866 = -2390023.394838
  nChanged 161
		SP:Iteration 55Q (7912.600000 sec): 3 clusters
  Score: Raw -2393381.885312 + Penalty 3327.126866 = -2390054.758446
  nChanged 181
		SP:Iteration 56Q (7912.880000 sec): 3 clusters
  Score: Raw -2393423.132487 + Penalty 3327.126866 = -2390096.005621
  nChanged 183
		SP:Iteration 57Q (7913.160000 sec): 3 clusters
  Score: Raw -2393469.014307 + Penalty 3327.126866 = -2390141.887441
  nChanged 168
		SP:Iteration 58Q (7913.480000 sec): 3 clusters
  Score: Raw -2393510.972171 + Penalty 3327.126866 = -2390183.845305
  nChanged 159
		SP:Iteration 59Q (7913.760000 sec): 3 clusters
  Score: Raw -2393546.668072 + Penalty 3327.126866 = -2390219.541206
  nChanged 137
		SP:Iteration 60F (7914.070000 sec): 3 clusters
  Score: Raw -2393576.281415 + Penalty 3327.126866 = -2390249.154550
  nChanged 138
		SP:Iteration 61Q (7914.330000 sec): 3 clusters
  Score: Raw -2393604.837793 + Penalty 3327.126866 = -2390277.710927
  nChanged 136
		SP:Iteration 62Q (7914.680000 sec): 3 clusters
  Score: Raw -2393632.993185 + Penalty 3327.126866 = -2390305.866320
  nChanged 141
		SP:Iteration 63Q (7914.940000 sec): 3 clusters
  Score: Raw -2393663.682684 + Penalty 3327.126866 = -2390336.555818
  nChanged 126
		SP:Iteration 64Q (7915.250000 sec): 3 clusters
  Score: Raw -2393687.176019 + Penalty 3327.126866 = -2390360.049153
  nChanged 105
		SP:Iteration 65Q (7915.550000 sec): 3 clusters
  Score: Raw -2393707.062956 + Penalty 3327.126866 = -2390379.936090
  nChanged 109
		SP:Iteration 66Q (7915.810000 sec): 3 clusters
  Score: Raw -2393729.224115 + Penalty 3327.126866 = -2390402.097249
  nChanged 106
		SP:Iteration 67Q (7916.050000 sec): 3 clusters
  Score: Raw -2393754.298388 + Penalty 3327.126866 = -2390427.171523
  nChanged 119
		SP:Iteration 68Q (7916.380000 sec): 3 clusters
  Score: Raw -2393780.232816 + Penalty 3327.126866 = -2390453.105950
  nChanged 95
		SP:Iteration 69Q (7916.620000 sec): 3 clusters
  Score: Raw -2393798.141872 + Penalty 3327.126866 = -2390471.015006
  nChanged 77
		SP:Iteration 70Q (7916.890000 sec): 3 clusters
  Score: Raw -2393812.583374 + Penalty 3327.126866 = -2390485.456508
  nChanged 82
		SP:Iteration 71Q (7917.190000 sec): 3 clusters
  Score: Raw -2393830.009079 + Penalty 3327.126866 = -2390502.882213
  nChanged 77
		SP:Iteration 72Q (7917.510000 sec): 3 clusters
  Score: Raw -2393845.970272 + Penalty 3327.126866 = -2390518.843406
  nChanged 84
		SP:Iteration 73Q (7917.800000 sec): 3 clusters
  Score: Raw -2393863.764223 + Penalty 3327.126866 = -2390536.637357
  nChanged 78
		SP:Iteration 74Q (7918.100000 sec): 3 clusters
  Score: Raw -2393882.385596 + Penalty 3327.126866 = -2390555.258730
  nChanged 69
		SP:Iteration 75Q (7918.370000 sec): 3 clusters
  Score: Raw -2393897.034336 + Penalty 3327.126866 = -2390569.907470
  nChanged 66
		SP:Iteration 76Q (7918.670000 sec): 3 clusters
  Score: Raw -2393911.708061 + Penalty 3327.126866 = -2390584.581195
  nChanged 64
		SP:Iteration 77Q (7918.920000 sec): 3 clusters
  Score: Raw -2393922.831400 + Penalty 3327.126866 = -2390595.704534
  nChanged 50
		SP:Iteration 78Q (7919.230000 sec): 3 clusters
  Score: Raw -2393932.785065 + Penalty 3327.126866 = -2390605.658199
  nChanged 58
		SP:Iteration 79Q (7919.510000 sec): 3 clusters
  Score: Raw -2393947.497096 + Penalty 3327.126866 = -2390620.370230
  nChanged 66
		SP:Iteration 80F (7919.860000 sec): 3 clusters
  Score: Raw -2393964.041271 + Penalty 3327.126866 = -2390636.914405
  nChanged 66
		SP:Iteration 81Q (7920.140000 sec): 3 clusters
  Score: Raw -2393980.442347 + Penalty 3327.126866 = -2390653.315481
  nChanged 54
		SP:Iteration 82Q (7920.420000 sec): 3 clusters
  Score: Raw -2393994.192302 + Penalty 3327.126866 = -2390667.065436
  nChanged 51
		SP:Iteration 83Q (7920.740000 sec): 3 clusters
  Score: Raw -2394004.321573 + Penalty 3327.126866 = -2390677.194707
  nChanged 37
		SP:Iteration 84Q (7921.040000 sec): 3 clusters
  Score: Raw -2394011.143509 + Penalty 3327.126866 = -2390684.016643
  nChanged 29
		SP:Iteration 85Q (7921.340000 sec): 3 clusters
  Score: Raw -2394016.470430 + Penalty 3327.126866 = -2390689.343564
  nChanged 29
		SP:Iteration 86Q (7921.620000 sec): 3 clusters
  Score: Raw -2394022.319528 + Penalty 3327.126866 = -2390695.192662
  nChanged 29
		SP:Iteration 87Q (7921.870000 sec): 3 clusters
  Score: Raw -2394028.087921 + Penalty 3327.126866 = -2390700.961055
  nChanged 31
		SP:Iteration 88Q (7922.160000 sec): 3 clusters
  Score: Raw -2394034.982269 + Penalty 3327.126866 = -2390707.855403
  nChanged 30
		SP:Iteration 89Q (7922.520000 sec): 3 clusters
  Score: Raw -2394041.497283 + Penalty 3327.126866 = -2390714.370417
  nChanged 30
		SP:Iteration 90Q (7922.770000 sec): 3 clusters
  Score: Raw -2394047.446854 + Penalty 3327.126866 = -2390720.319989
  nChanged 30
		SP:Iteration 91Q (7923.050000 sec): 3 clusters
  Score: Raw -2394053.089787 + Penalty 3327.126866 = -2390725.962921
  nChanged 30
		SP:Iteration 92Q (7923.370000 sec): 3 clusters
  Score: Raw -2394058.799819 + Penalty 3327.126866 = -2390731.672953
  nChanged 28
		SP:Iteration 93Q (7923.630000 sec): 3 clusters
  Score: Raw -2394063.450045 + Penalty 3327.126866 = -2390736.323179
  nChanged 23
		SP:Iteration 94Q (7923.940000 sec): 3 clusters
  Score: Raw -2394067.212133 + Penalty 3327.126866 = -2390740.085267
  nChanged 19
		SP:Iteration 95Q (7924.220000 sec): 3 clusters
  Score: Raw -2394071.424623 + Penalty 3327.126866 = -2390744.297757
  nChanged 22
		SP:Iteration 96Q (7924.500000 sec): 3 clusters
  Score: Raw -2394075.063693 + Penalty 3327.126866 = -2390747.936827
  nChanged 21
		SP:Iteration 97Q (7924.820000 sec): 3 clusters
  Score: Raw -2394078.876464 + Penalty 3327.126866 = -2390751.749599
  nChanged 20
		SP:Iteration 98Q (7925.060000 sec): 3 clusters
  Score: Raw -2394083.307273 + Penalty 3327.126866 = -2390756.180407
  nChanged 19
		SP:Iteration 99Q (7925.360000 sec): 3 clusters
  Score: Raw -2394088.169561 + Penalty 3327.126866 = -2390761.042695
  nChanged 19
		SP:Iteration 100F (7925.660000 sec): 3 clusters
  Score: Raw -2394091.755491 + Penalty 3327.126866 = -2390764.628625
  nChanged 15
		SP:Iteration 101Q (7925.920000 sec): 3 clusters
  Score: Raw -2394094.610903 + Penalty 3327.126866 = -2390767.484037
  nChanged 13
		SP:Iteration 102Q (7926.200000 sec): 3 clusters
  Score: Raw -2394097.043660 + Penalty 3327.126866 = -2390769.916794
  nChanged 15
		SP:Iteration 103Q (7926.490000 sec): 3 clusters
  Score: Raw -2394099.549182 + Penalty 3327.126866 = -2390772.422316
  nChanged 11
		SP:Iteration 104Q (7926.840000 sec): 3 clusters
  Score: Raw -2394101.438488 + Penalty 3327.126866 = -2390774.311622
  nChanged 17
		SP:Iteration 105Q (7927.110000 sec): 3 clusters
  Score: Raw -2394103.886841 + Penalty 3327.126866 = -2390776.759975
  nChanged 13
		SP:Iteration 106Q (7927.420000 sec): 3 clusters
  Score: Raw -2394105.773319 + Penalty 3327.126866 = -2390778.646453
  nChanged 9
		SP:Iteration 107Q (7927.700000 sec): 3 clusters
  Score: Raw -2394106.785042 + Penalty 3327.126866 = -2390779.658176
  nChanged 4
		SP:Iteration 108Q (7928.040000 sec): 3 clusters
  Score: Raw -2394107.463730 + Penalty 3327.126866 = -2390780.336864
  nChanged 4
		SP:Iteration 109Q (7928.360000 sec): 3 clusters
  Score: Raw -2394108.117670 + Penalty 3327.126866 = -2390780.990804
  nChanged 5
		SP:Iteration 110Q (7928.630000 sec): 3 clusters
  Score: Raw -2394108.790233 + Penalty 3327.126866 = -2390781.663367
  nChanged 3
		SP:Iteration 111Q (7928.920000 sec): 3 clusters
  Score: Raw -2394109.314595 + Penalty 3327.126866 = -2390782.187730
  nChanged 3
		SP:Iteration 112Q (7929.290000 sec): 3 clusters
  Score: Raw -2394109.834408 + Penalty 3327.126866 = -2390782.707542
  nChanged 4
		SP:Iteration 113Q (7929.560000 sec): 3 clusters
  Score: Raw -2394110.471857 + Penalty 3327.126866 = -2390783.344991
  nChanged 6
		SP:Iteration 114Q (7929.840000 sec): 3 clusters
  Score: Raw -2394111.135107 + Penalty 3327.126866 = -2390784.008241
  nChanged 3
		SP:Iteration 115Q (7930.120000 sec): 3 clusters
  Score: Raw -2394111.679217 + Penalty 3327.126866 = -2390784.552351
  nChanged 4
		SP:Iteration 116Q (7930.410000 sec): 3 clusters
  Score: Raw -2394112.197753 + Penalty 3327.126866 = -2390785.070887
  nChanged 7
		SP:Iteration 117Q (7930.730000 sec): 3 clusters
  Score: Raw -2394113.074378 + Penalty 3327.126866 = -2390785.947512
  nChanged 4
		SP:Iteration 118Q (7931.040000 sec): 3 clusters
  Score: Raw -2394113.334466 + Penalty 3327.126866 = -2390786.207600
  nChanged 2
		SP:Iteration 119Q (7931.320000 sec): 3 clusters
  Score: Raw -2394113.473743 + Penalty 3327.126866 = -2390786.346877
  nChanged 0
		SP:Iteration 120F (7931.600000 sec): 3 clusters
  Score: Raw -2394113.473743 + Penalty 3327.126866 = -2390786.346877
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 11 (294254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7932.870000 sec): 2 clusters
  Score: Raw -26040834.469215 + Penalty 2046.232276 = -26038788.236939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7934.420000 sec): 3 clusters
  Score: Raw -25844701.410612 + Penalty 4092.464551 = -25840608.946061
  nChanged 143184
		SP:Iteration 1F (7935.870000 sec): 3 clusters
  Score: Raw -25931243.007755 + Penalty 4092.464551 = -25927150.543204
  nChanged 11705
		SP:Iteration 2Q (7937.330000 sec): 3 clusters
  Score: Raw -25935540.922455 + Penalty 4092.464551 = -25931448.457904
  nChanged 17087
		SP:Iteration 3F (7938.610000 sec): 3 clusters
  Score: Raw -25944715.154540 + Penalty 4092.464551 = -25940622.689989
  nChanged 24070
		SP:Iteration 4F (7939.930000 sec): 3 clusters
  Score: Raw -25962638.457031 + Penalty 4092.464551 = -25958545.992480
  nChanged 29006
		SP:Iteration 5F (7941.330000 sec): 3 clusters
  Score: Raw -25989999.681840 + Penalty 4092.464551 = -25985907.217289
  nChanged 26017
		SP:Iteration 6F (7942.690000 sec): 3 clusters
  Score: Raw -26016864.861340 + Penalty 4092.464551 = -26012772.396789
  nChanged 15418
		SP:Iteration 7F (7944.010000 sec): 3 clusters
  Score: Raw -26032288.514059 + Penalty 4092.464551 = -26028196.049508
  nChanged 6337
		SP:Iteration 8Q (7945.410000 sec): 3 clusters
  Score: Raw -26038201.730737 + Penalty 4092.464551 = -26034109.266185
  nChanged 2176
		SP:Iteration 9Q (7946.630000 sec): 3 clusters
  Score: Raw -26040091.436787 + Penalty 4092.464551 = -26035998.972236
  nChanged 682
		SP:Iteration 10Q (7947.760000 sec): 3 clusters
  Score: Raw -26040686.964039 + Penalty 4092.464551 = -26036594.499488
  nChanged 227
		SP:Iteration 11Q (7948.870000 sec): 3 clusters
  Score: Raw -26040869.135186 + Penalty 4092.464551 = -26036776.670635
  nChanged 96
		SP:Iteration 12Q (7949.990000 sec): 3 clusters
  Score: Raw -26040941.772914 + Penalty 4092.464551 = -26036849.308363
  nChanged 54
		SP:Iteration 13Q (7951.040000 sec): 3 clusters
  Score: Raw -26040986.556784 + Penalty 4092.464551 = -26036894.092232
  nChanged 41
		SP:Iteration 14Q (7952.060000 sec): 3 clusters
  Score: Raw -26041017.104817 + Penalty 4092.464551 = -26036924.640265
  nChanged 32
		SP:Iteration 15Q (7953.070000 sec): 3 clusters
  Score: Raw -26041045.273817 + Penalty 4092.464551 = -26036952.809266
  nChanged 21
		SP:Iteration 16Q (7954.250000 sec): 3 clusters
  Score: Raw -26041064.053985 + Penalty 4092.464551 = -26036971.589434
  nChanged 28
		SP:Iteration 17Q (7955.530000 sec): 3 clusters
  Score: Raw -26041087.088752 + Penalty 4092.464551 = -26036994.624201
  nChanged 27
		SP:Iteration 18Q (7956.850000 sec): 3 clusters
  Score: Raw -26041112.529615 + Penalty 4092.464551 = -26037020.065064
  nChanged 20
		SP:Iteration 19Q (7958.140000 sec): 3 clusters
  Score: Raw -26041130.681787 + Penalty 4092.464551 = -26037038.217236
  nChanged 22
		SP:Iteration 20F (7959.570000 sec): 3 clusters
  Score: Raw -26041143.901612 + Penalty 4092.464551 = -26037051.437061
  nChanged 14
		SP:Iteration 21Q (7960.710000 sec): 3 clusters
  Score: Raw -26041152.836919 + Penalty 4092.464551 = -26037060.372368
  nChanged 8
		SP:Iteration 22Q (7961.910000 sec): 3 clusters
  Score: Raw -26041158.864192 + Penalty 4092.464551 = -26037066.399641
  nChanged 11
		SP:Iteration 23Q (7963.170000 sec): 3 clusters
  Score: Raw -26041165.709484 + Penalty 4092.464551 = -26037073.244933
  nChanged 11
		SP:Iteration 24Q (7964.360000 sec): 3 clusters
  Score: Raw -26041174.793062 + Penalty 4092.464551 = -26037082.328511
  nChanged 11
		SP:Iteration 25Q (7965.520000 sec): 3 clusters
  Score: Raw -26041186.471143 + Penalty 4092.464551 = -26037094.006592
  nChanged 14
		SP:Iteration 26Q (7966.490000 sec): 3 clusters
  Score: Raw -26041197.139292 + Penalty 4092.464551 = -26037104.674741
  nChanged 7
		SP:Iteration 27Q (7967.600000 sec): 3 clusters
  Score: Raw -26041202.458224 + Penalty 4092.464551 = -26037109.993673
  nChanged 7
		SP:Iteration 28Q (7968.750000 sec): 3 clusters
  Score: Raw -26041206.259928 + Penalty 4092.464551 = -26037113.795377
  nChanged 3
		SP:Iteration 29Q (7969.900000 sec): 3 clusters
  Score: Raw -26041207.889865 + Penalty 4092.464551 = -26037115.425314
  nChanged 2
		SP:Iteration 30Q (7971.020000 sec): 3 clusters
  Score: Raw -26041209.499763 + Penalty 4092.464551 = -26037117.035212
  nChanged 4
		SP:Iteration 31Q (7972.170000 sec): 3 clusters
  Score: Raw -26041213.811865 + Penalty 4092.464551 = -26037121.347314
  nChanged 4
		SP:Iteration 32Q (7973.250000 sec): 3 clusters
  Score: Raw -26041215.094874 + Penalty 4092.464551 = -26037122.630323
  nChanged 0
		SP:Iteration 33F (7974.570000 sec): 3 clusters
  Score: Raw -26041215.094874 + Penalty 4092.464551 = -26037122.630323
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 12 (4046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7974.830000 sec): 2 clusters
  Score: Raw -348916.049595 + Penalty 1349.641153 = -347566.408442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7975.040000 sec): 3 clusters
  Score: Raw -346964.367937 + Penalty 2699.282306 = -344265.085631
  nChanged 1579
		SP:Iteration 1F (7975.240000 sec): 3 clusters
  Score: Raw -347919.907585 + Penalty 2699.282306 = -345220.625280
  nChanged 335
		SP:Iteration 2F (7975.450000 sec): 3 clusters
  Score: Raw -348168.129865 + Penalty 2699.282306 = -345468.847560
  nChanged 276
		SP:Iteration 3F (7975.620000 sec): 3 clusters
  Score: Raw -348378.387143 + Penalty 2699.282306 = -345679.104837
  nChanged 246
		SP:Iteration 4F (7975.840000 sec): 3 clusters
  Score: Raw -348570.148110 + Penalty 2699.282306 = -345870.865804
  nChanged 213
		SP:Iteration 5F (7976.040000 sec): 3 clusters
  Score: Raw -348758.396142 + Penalty 2699.282306 = -346059.113836
  nChanged 187
		SP:Iteration 6Q (7976.240000 sec): 3 clusters
  Score: Raw -348916.254465 + Penalty 2699.282306 = -346216.972160
  nChanged 171
		SP:Iteration 7Q (7976.420000 sec): 3 clusters
  Score: Raw -349039.002740 + Penalty 2699.282306 = -346339.720434
  nChanged 141
		SP:Iteration 8Q (7976.660000 sec): 3 clusters
  Score: Raw -349136.146624 + Penalty 2699.282306 = -346436.864318
  nChanged 127
		SP:Iteration 9Q (7976.870000 sec): 3 clusters
  Score: Raw -349219.824407 + Penalty 2699.282306 = -346520.542101
  nChanged 113
		SP:Iteration 10Q (7977.080000 sec): 3 clusters
  Score: Raw -349289.592457 + Penalty 2699.282306 = -346590.310152
  nChanged 87
		SP:Iteration 11Q (7977.280000 sec): 3 clusters
  Score: Raw -349345.803196 + Penalty 2699.282306 = -346646.520890
  nChanged 72
		SP:Iteration 12Q (7977.500000 sec): 3 clusters
  Score: Raw -349393.746131 + Penalty 2699.282306 = -346694.463825
  nChanged 74
		SP:Iteration 13Q (7977.720000 sec): 3 clusters
  Score: Raw -349444.914769 + Penalty 2699.282306 = -346745.632463
  nChanged 74
		SP:Iteration 14Q (7977.910000 sec): 3 clusters
  Score: Raw -349506.893664 + Penalty 2699.282306 = -346807.611358
  nChanged 72
		SP:Iteration 15Q (7978.110000 sec): 3 clusters
  Score: Raw -349585.786405 + Penalty 2699.282306 = -346886.504100
  nChanged 70
		SP:Iteration 16Q (7978.320000 sec): 3 clusters
  Score: Raw -349662.956684 + Penalty 2699.282306 = -346963.674379
  nChanged 61
		SP:Iteration 17Q (7978.510000 sec): 3 clusters
  Score: Raw -349749.436335 + Penalty 2699.282306 = -347050.154029
  nChanged 67
		SP:Iteration 18Q (7978.660000 sec): 3 clusters
  Score: Raw -349858.211210 + Penalty 2699.282306 = -347158.928904
  nChanged 68
		SP:Iteration 19Q (7978.860000 sec): 3 clusters
  Score: Raw -349941.248009 + Penalty 2699.282306 = -347241.965703
  nChanged 51
		SP:Iteration 20F (7979.090000 sec): 3 clusters
  Score: Raw -349975.134920 + Penalty 2699.282306 = -347275.852615
  nChanged 28
		SP:Iteration 21Q (7979.270000 sec): 3 clusters
  Score: Raw -349987.246250 + Penalty 2699.282306 = -347287.963944
  nChanged 15
		SP:Iteration 22Q (7979.480000 sec): 3 clusters
  Score: Raw -349991.886386 + Penalty 2699.282306 = -347292.604080
  nChanged 11
		SP:Iteration 23Q (7979.680000 sec): 3 clusters
  Score: Raw -349996.452019 + Penalty 2699.282306 = -347297.169713
  nChanged 16
		SP:Iteration 24Q (7979.840000 sec): 3 clusters
  Score: Raw -350001.770056 + Penalty 2699.282306 = -347302.487750
  nChanged 8
		SP:Iteration 25Q (7980.050000 sec): 3 clusters
  Score: Raw -350003.784669 + Penalty 2699.282306 = -347304.502363
  nChanged 5
		SP:Iteration 26Q (7980.210000 sec): 3 clusters
  Score: Raw -350005.492110 + Penalty 2699.282306 = -347306.209805
  nChanged 6
		SP:Iteration 27Q (7980.410000 sec): 3 clusters
  Score: Raw -350007.330548 + Penalty 2699.282306 = -347308.048242
  nChanged 3
		SP:Iteration 28Q (7980.600000 sec): 3 clusters
  Score: Raw -350007.849943 + Penalty 2699.282306 = -347308.567637
  nChanged 0
		SP:Iteration 29F (7980.830000 sec): 3 clusters
  Score: Raw -350007.849943 + Penalty 2699.282306 = -347308.567637
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 13 (53469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7981.160000 sec): 2 clusters
  Score: Raw -4115380.403761 + Penalty 1769.114315 = -4113611.289446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7981.570000 sec): 3 clusters
  Score: Raw -4081250.613302 + Penalty 3538.228631 = -4077712.384671
  nChanged 25259
		SP:Iteration 1F (7982.010000 sec): 3 clusters
  Score: Raw -4096389.888310 + Penalty 3538.228631 = -4092851.659680
  nChanged 3129
		SP:Iteration 2F (7982.410000 sec): 3 clusters
  Score: Raw -4097898.560538 + Penalty 3538.228631 = -4094360.331907
  nChanged 3319
		SP:Iteration 3F (7982.800000 sec): 3 clusters
  Score: Raw -4099658.682948 + Penalty 3538.228631 = -4096120.454317
  nChanged 3440
		SP:Iteration 4F (7983.240000 sec): 3 clusters
  Score: Raw -4101578.843968 + Penalty 3538.228631 = -4098040.615337
  nChanged 3287
		SP:Iteration 5F (7983.610000 sec): 3 clusters
  Score: Raw -4103423.224344 + Penalty 3538.228631 = -4099884.995713
  nChanged 3073
		SP:Iteration 6F (7984.000000 sec): 3 clusters
  Score: Raw -4105270.431534 + Penalty 3538.228631 = -4101732.202903
  nChanged 2853
		SP:Iteration 7F (7984.390000 sec): 3 clusters
  Score: Raw -4107135.635690 + Penalty 3538.228631 = -4103597.407059
  nChanged 2642
		SP:Iteration 8Q (7984.810000 sec): 3 clusters
  Score: Raw -4108925.991141 + Penalty 3538.228631 = -4105387.762510
  nChanged 2454
		SP:Iteration 9Q (7985.250000 sec): 3 clusters
  Score: Raw -4110729.996973 + Penalty 3538.228631 = -4107191.768342
  nChanged 2069
		SP:Iteration 10Q (7985.670000 sec): 3 clusters
  Score: Raw -4112273.614696 + Penalty 3538.228631 = -4108735.386066
  nChanged 1633
		SP:Iteration 11Q (7986.140000 sec): 3 clusters
  Score: Raw -4113450.372300 + Penalty 3538.228631 = -4109912.143669
  nChanged 1247
		SP:Iteration 12Q (7986.550000 sec): 3 clusters
  Score: Raw -4114362.634464 + Penalty 3538.228631 = -4110824.405833
  nChanged 968
		SP:Iteration 13Q (7986.950000 sec): 3 clusters
  Score: Raw -4115090.546908 + Penalty 3538.228631 = -4111552.318277
  nChanged 727
		SP:Iteration 14Q (7987.410000 sec): 3 clusters
  Score: Raw -4115600.153935 + Penalty 3538.228631 = -4112061.925304
  nChanged 536
		SP:Iteration 15Q (7987.830000 sec): 3 clusters
  Score: Raw -4115986.488690 + Penalty 3538.228631 = -4112448.260059
  nChanged 431
		SP:Iteration 16Q (7988.260000 sec): 3 clusters
  Score: Raw -4116255.841292 + Penalty 3538.228631 = -4112717.612661
  nChanged 312
		SP:Iteration 17Q (7988.640000 sec): 3 clusters
  Score: Raw -4116413.437902 + Penalty 3538.228631 = -4112875.209271
  nChanged 204
		SP:Iteration 18Q (7989.080000 sec): 3 clusters
  Score: Raw -4116500.359291 + Penalty 3538.228631 = -4112962.130660
  nChanged 137
		SP:Iteration 19Q (7989.510000 sec): 3 clusters
  Score: Raw -4116547.379796 + Penalty 3538.228631 = -4113009.151165
  nChanged 99
		SP:Iteration 20F (7989.970000 sec): 3 clusters
  Score: Raw -4116584.075815 + Penalty 3538.228631 = -4113045.847185
  nChanged 70
		SP:Iteration 21Q (7990.330000 sec): 3 clusters
  Score: Raw -4116609.441255 + Penalty 3538.228631 = -4113071.212624
  nChanged 85
		SP:Iteration 22Q (7990.780000 sec): 3 clusters
  Score: Raw -4116639.516293 + Penalty 3538.228631 = -4113101.287663
  nChanged 77
		SP:Iteration 23Q (7991.130000 sec): 3 clusters
  Score: Raw -4116664.160561 + Penalty 3538.228631 = -4113125.931931
  nChanged 54
		SP:Iteration 24Q (7991.550000 sec): 3 clusters
  Score: Raw -4116680.849249 + Penalty 3538.228631 = -4113142.620618
  nChanged 46
		SP:Iteration 25Q (7991.910000 sec): 3 clusters
  Score: Raw -4116691.020515 + Penalty 3538.228631 = -4113152.791884
  nChanged 30
		SP:Iteration 26Q (7992.280000 sec): 3 clusters
  Score: Raw -4116697.975571 + Penalty 3538.228631 = -4113159.746940
  nChanged 25
		SP:Iteration 27Q (7992.680000 sec): 3 clusters
  Score: Raw -4116702.131324 + Penalty 3538.228631 = -4113163.902694
  nChanged 18
		SP:Iteration 28Q (7993.100000 sec): 3 clusters
  Score: Raw -4116706.014960 + Penalty 3538.228631 = -4113167.786330
  nChanged 13
		SP:Iteration 29Q (7993.560000 sec): 3 clusters
  Score: Raw -4116708.293726 + Penalty 3538.228631 = -4113170.065095
  nChanged 7
		SP:Iteration 30Q (7993.980000 sec): 3 clusters
  Score: Raw -4116709.450349 + Penalty 3538.228631 = -4113171.221718
  nChanged 9
		SP:Iteration 31Q (7994.450000 sec): 3 clusters
  Score: Raw -4116711.162114 + Penalty 3538.228631 = -4113172.933483
  nChanged 9
		SP:Iteration 32Q (7994.890000 sec): 3 clusters
  Score: Raw -4116712.530840 + Penalty 3538.228631 = -4113174.302210
  nChanged 7
		SP:Iteration 33Q (7995.310000 sec): 3 clusters
  Score: Raw -4116713.955518 + Penalty 3538.228631 = -4113175.726888
  nChanged 11
		SP:Iteration 34Q (7995.670000 sec): 3 clusters
  Score: Raw -4116715.977926 + Penalty 3538.228631 = -4113177.749295
  nChanged 7
		SP:Iteration 35Q (7996.020000 sec): 3 clusters
  Score: Raw -4116717.093157 + Penalty 3538.228631 = -4113178.864526
  nChanged 7
		SP:Iteration 36Q (7996.400000 sec): 3 clusters
  Score: Raw -4116718.490776 + Penalty 3538.228631 = -4113180.262145
  nChanged 3
		SP:Iteration 37Q (7996.790000 sec): 3 clusters
  Score: Raw -4116719.482202 + Penalty 3538.228631 = -4113181.253571
  nChanged 2
		SP:Iteration 38Q (7997.170000 sec): 3 clusters
  Score: Raw -4116719.854379 + Penalty 3538.228631 = -4113181.625748
  nChanged 2
		SP:Iteration 39Q (7997.590000 sec): 3 clusters
  Score: Raw -4116720.163638 + Penalty 3538.228631 = -4113181.935008
  nChanged 3
		SP:Iteration 40F (7998.020000 sec): 3 clusters
  Score: Raw -4116720.471682 + Penalty 3538.228631 = -4113182.243051
  nChanged 1
		SP:Iteration 41Q (7998.470000 sec): 3 clusters
  Score: Raw -4116720.529344 + Penalty 3538.228631 = -4113182.300713
  nChanged 0
		SP:Iteration 42F (7998.940000 sec): 3 clusters
  Score: Raw -4116720.529344 + Penalty 3538.228631 = -4113182.300713
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 14 (8988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7999.100000 sec): 2 clusters
  Score: Raw -756373.219020 + Penalty 1479.342415 = -754893.876604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7999.350000 sec): 3 clusters
  Score: Raw -751376.387419 + Penalty 2958.684831 = -748417.702588
  nChanged 3845
		SP:Iteration 1F (7999.540000 sec): 3 clusters
  Score: Raw -753607.541284 + Penalty 2958.684831 = -750648.856453
  nChanged 655
		SP:Iteration 2F (7999.750000 sec): 3 clusters
  Score: Raw -753996.833764 + Penalty 2958.684831 = -751038.148933
  nChanged 580
		SP:Iteration 3F (7999.950000 sec): 3 clusters
  Score: Raw -754350.012318 + Penalty 2958.684831 = -751391.327487
  nChanged 517
		SP:Iteration 4F (8000.190000 sec): 3 clusters
  Score: Raw -754641.041000 + Penalty 2958.684831 = -751682.356169
  nChanged 414
		SP:Iteration 5Q (8000.380000 sec): 3 clusters
  Score: Raw -754867.120397 + Penalty 2958.684831 = -751908.435566
  nChanged 376
		SP:Iteration 6Q (8000.630000 sec): 3 clusters
  Score: Raw -755111.168267 + Penalty 2958.684831 = -752152.483436
  nChanged 370
		SP:Iteration 7Q (8000.850000 sec): 3 clusters
  Score: Raw -755337.023148 + Penalty 2958.684831 = -752378.338317
  nChanged 350
		SP:Iteration 8Q (8001.090000 sec): 3 clusters
  Score: Raw -755537.275114 + Penalty 2958.684831 = -752578.590283
  nChanged 322
		SP:Iteration 9Q (8001.290000 sec): 3 clusters
  Score: Raw -755696.023761 + Penalty 2958.684831 = -752737.338930
  nChanged 251
		SP:Iteration 10Q (8001.480000 sec): 3 clusters
  Score: Raw -755822.920707 + Penalty 2958.684831 = -752864.235876
  nChanged 228
		SP:Iteration 11Q (8001.670000 sec): 3 clusters
  Score: Raw -755929.516263 + Penalty 2958.684831 = -752970.831433
  nChanged 199
		SP:Iteration 12Q (8001.910000 sec): 3 clusters
  Score: Raw -756011.232460 + Penalty 2958.684831 = -753052.547629
  nChanged 161
		SP:Iteration 13Q (8002.170000 sec): 3 clusters
  Score: Raw -756072.581189 + Penalty 2958.684831 = -753113.896358
  nChanged 145
		SP:Iteration 14Q (8002.400000 sec): 3 clusters
  Score: Raw -756122.688602 + Penalty 2958.684831 = -753164.003771
  nChanged 111
		SP:Iteration 15Q (8002.590000 sec): 3 clusters
  Score: Raw -756156.850487 + Penalty 2958.684831 = -753198.165656
  nChanged 92
		SP:Iteration 16Q (8002.820000 sec): 3 clusters
  Score: Raw -756182.202250 + Penalty 2958.684831 = -753223.517419
  nChanged 79
		SP:Iteration 17Q (8003.080000 sec): 3 clusters
  Score: Raw -756201.850546 + Penalty 2958.684831 = -753243.165716
  nChanged 86
		SP:Iteration 18Q (8003.290000 sec): 3 clusters
  Score: Raw -756221.239494 + Penalty 2958.684831 = -753262.554663
  nChanged 58
		SP:Iteration 19Q (8003.510000 sec): 3 clusters
  Score: Raw -756231.054375 + Penalty 2958.684831 = -753272.369544
  nChanged 53
		SP:Iteration 20F (8003.740000 sec): 3 clusters
  Score: Raw -756240.994467 + Penalty 2958.684831 = -753282.309636
  nChanged 46
		SP:Iteration 21Q (8004.040000 sec): 3 clusters
  Score: Raw -756249.909801 + Penalty 2958.684831 = -753291.224970
  nChanged 44
		SP:Iteration 22Q (8004.250000 sec): 3 clusters
  Score: Raw -756258.906094 + Penalty 2958.684831 = -753300.221263
  nChanged 46
		SP:Iteration 23Q (8004.490000 sec): 3 clusters
  Score: Raw -756265.820261 + Penalty 2958.684831 = -753307.135430
  nChanged 29
		SP:Iteration 24Q (8004.730000 sec): 3 clusters
  Score: Raw -756271.118451 + Penalty 2958.684831 = -753312.433620
  nChanged 29
		SP:Iteration 25Q (8004.950000 sec): 3 clusters
  Score: Raw -756275.384664 + Penalty 2958.684831 = -753316.699834
  nChanged 15
		SP:Iteration 26Q (8005.200000 sec): 3 clusters
  Score: Raw -756277.475050 + Penalty 2958.684831 = -753318.790220
  nChanged 15
		SP:Iteration 27Q (8005.410000 sec): 3 clusters
  Score: Raw -756279.947787 + Penalty 2958.684831 = -753321.262956
  nChanged 10
		SP:Iteration 28Q (8005.690000 sec): 3 clusters
  Score: Raw -756281.271998 + Penalty 2958.684831 = -753322.587167
  nChanged 8
		SP:Iteration 29Q (8005.870000 sec): 3 clusters
  Score: Raw -756282.387411 + Penalty 2958.684831 = -753323.702580
  nChanged 9
		SP:Iteration 30Q (8006.110000 sec): 3 clusters
  Score: Raw -756283.388653 + Penalty 2958.684831 = -753324.703822
  nChanged 7
		SP:Iteration 31Q (8006.310000 sec): 3 clusters
  Score: Raw -756284.023820 + Penalty 2958.684831 = -753325.338989
  nChanged 4
		SP:Iteration 32Q (8006.550000 sec): 3 clusters
  Score: Raw -756284.789429 + Penalty 2958.684831 = -753326.104598
  nChanged 8
		SP:Iteration 33Q (8006.780000 sec): 3 clusters
  Score: Raw -756286.065994 + Penalty 2958.684831 = -753327.381163
  nChanged 9
		SP:Iteration 34Q (8007.020000 sec): 3 clusters
  Score: Raw -756287.447299 + Penalty 2958.684831 = -753328.762468
  nChanged 10
		SP:Iteration 35Q (8007.290000 sec): 3 clusters
  Score: Raw -756288.628049 + Penalty 2958.684831 = -753329.943218
  nChanged 14
		SP:Iteration 36Q (8007.510000 sec): 3 clusters
  Score: Raw -756290.572342 + Penalty 2958.684831 = -753331.887512
  nChanged 13
		SP:Iteration 37Q (8007.740000 sec): 3 clusters
  Score: Raw -756292.438147 + Penalty 2958.684831 = -753333.753316
  nChanged 14
		SP:Iteration 38Q (8007.970000 sec): 3 clusters
  Score: Raw -756293.942354 + Penalty 2958.684831 = -753335.257524
  nChanged 7
		SP:Iteration 39Q (8008.200000 sec): 3 clusters
  Score: Raw -756294.504961 + Penalty 2958.684831 = -753335.820130
  nChanged 5
		SP:Iteration 40F (8008.390000 sec): 3 clusters
  Score: Raw -756294.944829 + Penalty 2958.684831 = -753336.259999
  nChanged 7
		SP:Iteration 41Q (8008.640000 sec): 3 clusters
  Score: Raw -756295.766096 + Penalty 2958.684831 = -753337.081265
  nChanged 3
		SP:Iteration 42Q (8008.830000 sec): 3 clusters
  Score: Raw -756296.110657 + Penalty 2958.684831 = -753337.425826
  nChanged 5
		SP:Iteration 43Q (8009.030000 sec): 3 clusters
  Score: Raw -756296.824911 + Penalty 2958.684831 = -753338.140080
  nChanged 8
		SP:Iteration 44Q (8009.240000 sec): 3 clusters
  Score: Raw -756297.876264 + Penalty 2958.684831 = -753339.191433
  nChanged 7
		SP:Iteration 45Q (8009.490000 sec): 3 clusters
  Score: Raw -756298.613730 + Penalty 2958.684831 = -753339.928899
  nChanged 4
		SP:Iteration 46Q (8009.710000 sec): 3 clusters
  Score: Raw -756298.875309 + Penalty 2958.684831 = -753340.190478
  nChanged 4
		SP:Iteration 47Q (8009.970000 sec): 3 clusters
  Score: Raw -756299.284827 + Penalty 2958.684831 = -753340.599996
  nChanged 1
		SP:Iteration 48Q (8010.210000 sec): 3 clusters
  Score: Raw -756299.357017 + Penalty 2958.684831 = -753340.672186
  nChanged 1
		SP:Iteration 49Q (8010.440000 sec): 3 clusters
  Score: Raw -756299.391492 + Penalty 2958.684831 = -753340.706661
  nChanged 0
		SP:Iteration 50F (8010.630000 sec): 3 clusters
  Score: Raw -756299.391492 + Penalty 2958.684831 = -753340.706661
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 15 (41687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8010.920000 sec): 2 clusters
  Score: Raw -3687564.651183 + Penalty 1728.665999 = -3685835.985184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8011.370000 sec): 3 clusters
  Score: Raw -3661403.943091 + Penalty 3457.331998 = -3657946.611093
  nChanged 19406
		SP:Iteration 1F (8011.770000 sec): 3 clusters
  Score: Raw -3672453.056766 + Penalty 3457.331998 = -3668995.724768
  nChanged 1765
		SP:Iteration 2Q (8012.150000 sec): 3 clusters
  Score: Raw -3673013.415479 + Penalty 3457.331998 = -3669556.083481
  nChanged 1740
		SP:Iteration 3Q (8012.590000 sec): 3 clusters
  Score: Raw -3673639.337794 + Penalty 3457.331998 = -3670182.005796
  nChanged 1883
		SP:Iteration 4Q (8012.960000 sec): 3 clusters
  Score: Raw -3674481.091868 + Penalty 3457.331998 = -3671023.759870
  nChanged 2119
		SP:Iteration 5F (8013.350000 sec): 3 clusters
  Score: Raw -3675615.560952 + Penalty 3457.331998 = -3672158.228954
  nChanged 2208
		SP:Iteration 6F (8013.730000 sec): 3 clusters
  Score: Raw -3676943.296659 + Penalty 3457.331998 = -3673485.964661
  nChanged 2275
		SP:Iteration 7F (8014.110000 sec): 3 clusters
  Score: Raw -3678447.019562 + Penalty 3457.331998 = -3674989.687564
  nChanged 2277
		SP:Iteration 8F (8014.450000 sec): 3 clusters
  Score: Raw -3680081.133643 + Penalty 3457.331998 = -3676623.801645
  nChanged 2214
		SP:Iteration 9F (8014.830000 sec): 3 clusters
  Score: Raw -3681801.248749 + Penalty 3457.331998 = -3678343.916751
  nChanged 2024
		SP:Iteration 10Q (8015.230000 sec): 3 clusters
  Score: Raw -3683388.006160 + Penalty 3457.331998 = -3679930.674162
  nChanged 1615
		SP:Iteration 11Q (8015.610000 sec): 3 clusters
  Score: Raw -3684618.471633 + Penalty 3457.331998 = -3681161.139635
  nChanged 1246
		SP:Iteration 12Q (8015.960000 sec): 3 clusters
  Score: Raw -3685558.238957 + Penalty 3457.331998 = -3682100.906959
  nChanged 970
		SP:Iteration 13Q (8016.370000 sec): 3 clusters
  Score: Raw -3686312.892796 + Penalty 3457.331998 = -3682855.560798
  nChanged 688
		SP:Iteration 14Q (8016.770000 sec): 3 clusters
  Score: Raw -3686857.003895 + Penalty 3457.331998 = -3683399.671897
  nChanged 458
		SP:Iteration 15Q (8017.130000 sec): 3 clusters
  Score: Raw -3687217.678610 + Penalty 3457.331998 = -3683760.346612
  nChanged 285
		SP:Iteration 16Q (8017.470000 sec): 3 clusters
  Score: Raw -3687430.587331 + Penalty 3457.331998 = -3683973.255334
  nChanged 159
		SP:Iteration 17Q (8017.880000 sec): 3 clusters
  Score: Raw -3687552.281667 + Penalty 3457.331998 = -3684094.949670
  nChanged 91
		SP:Iteration 18Q (8018.270000 sec): 3 clusters
  Score: Raw -3687624.978789 + Penalty 3457.331998 = -3684167.646791
  nChanged 36
		SP:Iteration 19Q (8018.650000 sec): 3 clusters
  Score: Raw -3687650.256934 + Penalty 3457.331998 = -3684192.924936
  nChanged 32
		SP:Iteration 20F (8018.970000 sec): 3 clusters
  Score: Raw -3687676.552211 + Penalty 3457.331998 = -3684219.220213
  nChanged 29
		SP:Iteration 21Q (8019.340000 sec): 3 clusters
  Score: Raw -3687698.664204 + Penalty 3457.331998 = -3684241.332206
  nChanged 16
		SP:Iteration 22Q (8019.740000 sec): 3 clusters
  Score: Raw -3687712.590309 + Penalty 3457.331998 = -3684255.258312
  nChanged 17
		SP:Iteration 23Q (8020.110000 sec): 3 clusters
  Score: Raw -3687722.076024 + Penalty 3457.331998 = -3684264.744026
  nChanged 5
		SP:Iteration 24Q (8020.450000 sec): 3 clusters
  Score: Raw -3687726.276789 + Penalty 3457.331998 = -3684268.944792
  nChanged 6
		SP:Iteration 25Q (8020.830000 sec): 3 clusters
  Score: Raw -3687731.976511 + Penalty 3457.331998 = -3684274.644513
  nChanged 7
		SP:Iteration 26Q (8021.150000 sec): 3 clusters
  Score: Raw -3687737.638550 + Penalty 3457.331998 = -3684280.306552
  nChanged 6
		SP:Iteration 27Q (8021.530000 sec): 3 clusters
  Score: Raw -3687741.319240 + Penalty 3457.331998 = -3684283.987242
  nChanged 4
		SP:Iteration 28Q (8021.870000 sec): 3 clusters
  Score: Raw -3687745.457965 + Penalty 3457.331998 = -3684288.125968
  nChanged 5
		SP:Iteration 29Q (8022.230000 sec): 3 clusters
  Score: Raw -3687749.126227 + Penalty 3457.331998 = -3684291.794229
  nChanged 5
		SP:Iteration 30Q (8022.590000 sec): 3 clusters
  Score: Raw -3687752.690147 + Penalty 3457.331998 = -3684295.358149
  nChanged 1
		SP:Iteration 31Q (8022.950000 sec): 3 clusters
  Score: Raw -3687753.353752 + Penalty 3457.331998 = -3684296.021754
  nChanged 2
		SP:Iteration 32Q (8023.300000 sec): 3 clusters
  Score: Raw -3687754.903563 + Penalty 3457.331998 = -3684297.571565
  nChanged 2
		SP:Iteration 33Q (8023.610000 sec): 3 clusters
  Score: Raw -3687757.700294 + Penalty 3457.331998 = -3684300.368297
  nChanged 2
		SP:Iteration 34Q (8023.990000 sec): 3 clusters
  Score: Raw -3687759.367243 + Penalty 3457.331998 = -3684302.035246
  nChanged 4
		SP:Iteration 35Q (8024.390000 sec): 3 clusters
  Score: Raw -3687764.392653 + Penalty 3457.331998 = -3684307.060656
  nChanged 5
		SP:Iteration 36Q (8024.750000 sec): 3 clusters
  Score: Raw -3687769.102715 + Penalty 3457.331998 = -3684311.770718
  nChanged 6
		SP:Iteration 37Q (8025.070000 sec): 3 clusters
  Score: Raw -3687773.697395 + Penalty 3457.331998 = -3684316.365397
  nChanged 3
		SP:Iteration 38Q (8025.440000 sec): 3 clusters
  Score: Raw -3687776.200328 + Penalty 3457.331998 = -3684318.868330
  nChanged 1
		SP:Iteration 39Q (8025.830000 sec): 3 clusters
  Score: Raw -3687776.983347 + Penalty 3457.331998 = -3684319.651350
  nChanged 1
		SP:Iteration 40F (8026.270000 sec): 3 clusters
  Score: Raw -3687777.350756 + Penalty 3457.331998 = -3684320.018758
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 16 (316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8026.380000 sec): 2 clusters
  Score: Raw -26309.007397 + Penalty 935.308110 = -25373.699288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8026.590000 sec): 3 clusters
  Score: Raw -26327.286347 + Penalty 1870.616219 = -24456.670127
  nChanged 69
		SP:Iteration 1F (8026.770000 sec): 3 clusters
  Score: Raw -26452.161233 + Penalty 1870.616219 = -24581.545013
  nChanged 23
		SP:Iteration 2F (8027.000000 sec): 3 clusters
  Score: Raw -26510.375570 + Penalty 1870.616219 = -24639.759351
  nChanged 14
		SP:Iteration 3Q (8027.190000 sec): 3 clusters
  Score: Raw -26560.192854 + Penalty 1870.616219 = -24689.576635
  nChanged 14
		SP:Iteration 4Q (8027.350000 sec): 3 clusters
  Score: Raw -26616.278216 + Penalty 1870.616219 = -24745.661996
  nChanged 11
		SP:Iteration 5Q (8027.560000 sec): 3 clusters
  Score: Raw -26643.299962 + Penalty 1870.616219 = -24772.683743
  nChanged 14
		SP:Iteration 6Q (8027.750000 sec): 3 clusters
  Score: Raw -26686.646733 + Penalty 1870.616219 = -24816.030514
  nChanged 12
		SP:Iteration 7Q (8027.940000 sec): 3 clusters
  Score: Raw -26757.044873 + Penalty 1870.616219 = -24886.428654
  nChanged 11
		SP:Iteration 8Q (8028.140000 sec): 3 clusters
  Score: Raw -26807.344501 + Penalty 1870.616219 = -24936.728281
  nChanged 13
		SP:Iteration 9Q (8028.290000 sec): 3 clusters
  Score: Raw -26870.700117 + Penalty 1870.616219 = -25000.083898
  nChanged 6
		SP:Iteration 10Q (8028.490000 sec): 3 clusters
  Score: Raw -26905.573676 + Penalty 1870.616219 = -25034.957457
  nChanged 4
		SP:Iteration 11Q (8028.690000 sec): 3 clusters
  Score: Raw -26920.272003 + Penalty 1870.616219 = -25049.655784
  nChanged 1
		SP:Iteration 12Q (8028.860000 sec): 3 clusters
  Score: Raw -26922.175419 + Penalty 1870.616219 = -25051.559199
  nChanged 0
		SP:Iteration 13F (8029.040000 sec): 3 clusters
  Score: Raw -26922.768285 + Penalty 1870.616219 = -25052.152066
  nChanged 2
		SP:Iteration 14Q (8029.230000 sec): 3 clusters
  Score: Raw -26943.340274 + Penalty 1870.616219 = -25072.724055
  nChanged 2
		SP:Iteration 15Q (8029.430000 sec): 3 clusters
  Score: Raw -26959.852390 + Penalty 1870.616219 = -25089.236171
  nChanged 1
		SP:Iteration 16Q (8029.610000 sec): 3 clusters
  Score: Raw -26963.126111 + Penalty 1870.616219 = -25092.509891
  nChanged 1
		SP:Iteration 17Q (8029.770000 sec): 3 clusters
  Score: Raw -26965.544889 + Penalty 1870.616219 = -25094.928670
  nChanged 1
		SP:Iteration 18Q (8029.970000 sec): 3 clusters
  Score: Raw -26969.574378 + Penalty 1870.616219 = -25098.958159
  nChanged 0
		SP:Iteration 19F (8030.170000 sec): 3 clusters
  Score: Raw -26969.574378 + Penalty 1870.616219 = -25098.958159
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 17 (6374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8030.300000 sec): 2 clusters
  Score: Raw -478964.089934 + Penalty 1423.497155 = -477540.592779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8030.530000 sec): 3 clusters
  Score: Raw -475584.921280 + Penalty 2846.994311 = -472737.926969
  nChanged 2637
		SP:Iteration 1F (8030.750000 sec): 3 clusters
  Score: Raw -477172.105674 + Penalty 2846.994311 = -474325.111363
  nChanged 524
		SP:Iteration 2F (8030.960000 sec): 3 clusters
  Score: Raw -477567.638844 + Penalty 2846.994311 = -474720.644533
  nChanged 507
		SP:Iteration 3F (8031.180000 sec): 3 clusters
  Score: Raw -477985.151056 + Penalty 2846.994311 = -475138.156746
  nChanged 464
		SP:Iteration 4F (8031.400000 sec): 3 clusters
  Score: Raw -478332.531288 + Penalty 2846.994311 = -475485.536977
  nChanged 378
		SP:Iteration 5F (8031.610000 sec): 3 clusters
  Score: Raw -478584.234086 + Penalty 2846.994311 = -475737.239775
  nChanged 313
		SP:Iteration 6Q (8031.860000 sec): 3 clusters
  Score: Raw -478770.054140 + Penalty 2846.994311 = -475923.059829
  nChanged 256
		SP:Iteration 7Q (8032.070000 sec): 3 clusters
  Score: Raw -478895.761968 + Penalty 2846.994311 = -476048.767657
  nChanged 195
		SP:Iteration 8Q (8032.260000 sec): 3 clusters
  Score: Raw -478998.684686 + Penalty 2846.994311 = -476151.690375
  nChanged 164
		SP:Iteration 9Q (8032.470000 sec): 3 clusters
  Score: Raw -479080.144830 + Penalty 2846.994311 = -476233.150519
  nChanged 127
		SP:Iteration 10Q (8032.680000 sec): 3 clusters
  Score: Raw -479135.371239 + Penalty 2846.994311 = -476288.376928
  nChanged 112
		SP:Iteration 11Q (8032.930000 sec): 3 clusters
  Score: Raw -479183.814405 + Penalty 2846.994311 = -476336.820094
  nChanged 103
		SP:Iteration 12Q (8033.140000 sec): 3 clusters
  Score: Raw -479226.607357 + Penalty 2846.994311 = -476379.613046
  nChanged 91
		SP:Iteration 13Q (8033.340000 sec): 3 clusters
  Score: Raw -479267.248001 + Penalty 2846.994311 = -476420.253691
  nChanged 117
		SP:Iteration 14Q (8033.540000 sec): 3 clusters
  Score: Raw -479321.643062 + Penalty 2846.994311 = -476474.648751
  nChanged 128
		SP:Iteration 15Q (8033.750000 sec): 3 clusters
  Score: Raw -479395.790602 + Penalty 2846.994311 = -476548.796291
  nChanged 134
		SP:Iteration 16Q (8034.020000 sec): 3 clusters
  Score: Raw -479464.902719 + Penalty 2846.994311 = -476617.908408
  nChanged 119
		SP:Iteration 17Q (8034.240000 sec): 3 clusters
  Score: Raw -479526.838944 + Penalty 2846.994311 = -476679.844633
  nChanged 116
		SP:Iteration 18Q (8034.440000 sec): 3 clusters
  Score: Raw -479590.117601 + Penalty 2846.994311 = -476743.123290
  nChanged 100
		SP:Iteration 19Q (8034.640000 sec): 3 clusters
  Score: Raw -479638.507705 + Penalty 2846.994311 = -476791.513394
  nChanged 81
		SP:Iteration 20F (8034.850000 sec): 3 clusters
  Score: Raw -479677.048755 + Penalty 2846.994311 = -476830.054444
  nChanged 71
		SP:Iteration 21Q (8035.030000 sec): 3 clusters
  Score: Raw -479708.899199 + Penalty 2846.994311 = -476861.904888
  nChanged 57
		SP:Iteration 22Q (8035.240000 sec): 3 clusters
  Score: Raw -479735.110938 + Penalty 2846.994311 = -476888.116627
  nChanged 47
		SP:Iteration 23Q (8035.430000 sec): 3 clusters
  Score: Raw -479757.979060 + Penalty 2846.994311 = -476910.984749
  nChanged 35
		SP:Iteration 24Q (8035.620000 sec): 3 clusters
  Score: Raw -479775.815575 + Penalty 2846.994311 = -476928.821265
  nChanged 32
		SP:Iteration 25Q (8035.820000 sec): 3 clusters
  Score: Raw -479790.506714 + Penalty 2846.994311 = -476943.512403
  nChanged 26
		SP:Iteration 26Q (8036.030000 sec): 3 clusters
  Score: Raw -479802.651370 + Penalty 2846.994311 = -476955.657059
  nChanged 20
		SP:Iteration 27Q (8036.250000 sec): 3 clusters
  Score: Raw -479812.545361 + Penalty 2846.994311 = -476965.551050
  nChanged 13
		SP:Iteration 28Q (8036.480000 sec): 3 clusters
  Score: Raw -479817.420177 + Penalty 2846.994311 = -476970.425866
  nChanged 8
		SP:Iteration 29Q (8036.660000 sec): 3 clusters
  Score: Raw -479820.614572 + Penalty 2846.994311 = -476973.620261
  nChanged 3
		SP:Iteration 30Q (8036.890000 sec): 3 clusters
  Score: Raw -479821.866111 + Penalty 2846.994311 = -476974.871800
  nChanged 2
		SP:Iteration 31Q (8037.070000 sec): 3 clusters
  Score: Raw -479822.741241 + Penalty 2846.994311 = -476975.746930
  nChanged 2
		SP:Iteration 32Q (8037.270000 sec): 3 clusters
  Score: Raw -479823.242050 + Penalty 2846.994311 = -476976.247739
  nChanged 1
		SP:Iteration 33Q (8037.490000 sec): 3 clusters
  Score: Raw -479823.379090 + Penalty 2846.994311 = -476976.384779
  nChanged 0
		SP:Iteration 34F (8037.670000 sec): 3 clusters
  Score: Raw -479823.379090 + Penalty 2846.994311 = -476976.384779
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 18 (495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8037.790000 sec): 2 clusters
  Score: Raw -43084.304345 + Penalty 1008.240636 = -42076.063708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8038.010000 sec): 3 clusters
  Score: Raw -43052.460981 + Penalty 2016.481273 = -41035.979709
  nChanged 109
		SP:Iteration 1F (8038.240000 sec): 3 clusters
  Score: Raw -43189.848136 + Penalty 2016.481273 = -41173.366863
  nChanged 20
		SP:Iteration 2Q (8038.400000 sec): 3 clusters
  Score: Raw -43230.792956 + Penalty 2016.481273 = -41214.311684
  nChanged 11
		SP:Iteration 3Q (8038.540000 sec): 3 clusters
  Score: Raw -43253.700264 + Penalty 2016.481273 = -41237.218992
  nChanged 8
		SP:Iteration 4Q (8038.710000 sec): 3 clusters
  Score: Raw -43260.541699 + Penalty 2016.481273 = -41244.060426
  nChanged 2
		SP:Iteration 5Q (8038.920000 sec): 3 clusters
  Score: Raw -43264.066392 + Penalty 2016.481273 = -41247.585119
  nChanged 4
		SP:Iteration 6Q (8039.090000 sec): 3 clusters
  Score: Raw -43269.144489 + Penalty 2016.481273 = -41252.663216
  nChanged 0
		SP:Iteration 7F (8039.210000 sec): 3 clusters
  Score: Raw -43269.144489 + Penalty 2016.481273 = -41252.663216
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 19 (179426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8040.150000 sec): 2 clusters
  Score: Raw -15464829.699196 + Penalty 1965.846699 = -15462863.852497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8041.240000 sec): 3 clusters
  Score: Raw -15346255.692994 + Penalty 3931.693397 = -15342323.999597
  nChanged 86606
		SP:Iteration 1F (8042.330000 sec): 3 clusters
  Score: Raw -15397472.230346 + Penalty 3931.693397 = -15393540.536949
  nChanged 5323
		SP:Iteration 2Q (8043.370000 sec): 3 clusters
  Score: Raw -15398717.025806 + Penalty 3931.693397 = -15394785.332409
  nChanged 5762
		SP:Iteration 3Q (8044.330000 sec): 3 clusters
  Score: Raw -15400279.149590 + Penalty 3931.693397 = -15396347.456192
  nChanged 6514
		SP:Iteration 4Q (8045.190000 sec): 3 clusters
  Score: Raw -15402338.375171 + Penalty 3931.693397 = -15398406.681773
  nChanged 7584
		SP:Iteration 5Q (8046.140000 sec): 3 clusters
  Score: Raw -15405319.332569 + Penalty 3931.693397 = -15401387.639172
  nChanged 8960
		SP:Iteration 6Q (8047.050000 sec): 3 clusters
  Score: Raw -15409633.282665 + Penalty 3931.693397 = -15405701.589267
  nChanged 10296
		SP:Iteration 7F (8047.930000 sec): 3 clusters
  Score: Raw -15415408.692504 + Penalty 3931.693397 = -15411476.999107
  nChanged 11217
		SP:Iteration 8F (8048.800000 sec): 3 clusters
  Score: Raw -15422648.162334 + Penalty 3931.693397 = -15418716.468936
  nChanged 11213
		SP:Iteration 9F (8049.740000 sec): 3 clusters
  Score: Raw -15430795.004824 + Penalty 3931.693397 = -15426863.311426
  nChanged 10616
		SP:Iteration 10F (8050.670000 sec): 3 clusters
  Score: Raw -15439143.991271 + Penalty 3931.693397 = -15435212.297874
  nChanged 9366
		SP:Iteration 11F (8051.580000 sec): 3 clusters
  Score: Raw -15446965.429923 + Penalty 3931.693397 = -15443033.736525
  nChanged 7814
		SP:Iteration 12Q (8052.510000 sec): 3 clusters
  Score: Raw -15453779.112132 + Penalty 3931.693397 = -15449847.418734
  nChanged 5931
		SP:Iteration 13Q (8053.480000 sec): 3 clusters
  Score: Raw -15459157.738223 + Penalty 3931.693397 = -15455226.044826
  nChanged 3868
		SP:Iteration 14Q (8054.360000 sec): 3 clusters
  Score: Raw -15462586.387756 + Penalty 3931.693397 = -15458654.694359
  nChanged 1863
		SP:Iteration 15Q (8055.290000 sec): 3 clusters
  Score: Raw -15464124.024943 + Penalty 3931.693397 = -15460192.331545
  nChanged 696
		SP:Iteration 16Q (8056.190000 sec): 3 clusters
  Score: Raw -15464691.039339 + Penalty 3931.693397 = -15460759.345941
  nChanged 236
		SP:Iteration 17Q (8057.010000 sec): 3 clusters
  Score: Raw -15464922.919538 + Penalty 3931.693397 = -15460991.226141
  nChanged 97
		SP:Iteration 18Q (8057.860000 sec): 3 clusters
  Score: Raw -15465045.037493 + Penalty 3931.693397 = -15461113.344096
  nChanged 49
		SP:Iteration 19Q (8058.640000 sec): 3 clusters
  Score: Raw -15465110.782844 + Penalty 3931.693397 = -15461179.089447
  nChanged 35
		SP:Iteration 20F (8059.550000 sec): 3 clusters
  Score: Raw -15465146.368230 + Penalty 3931.693397 = -15461214.674833
  nChanged 24
		SP:Iteration 21Q (8060.430000 sec): 3 clusters
  Score: Raw -15465167.648049 + Penalty 3931.693397 = -15461235.954652
  nChanged 14
		SP:Iteration 22Q (8061.310000 sec): 3 clusters
  Score: Raw -15465180.588407 + Penalty 3931.693397 = -15461248.895010
  nChanged 14
		SP:Iteration 23Q (8062.210000 sec): 3 clusters
  Score: Raw -15465192.612565 + Penalty 3931.693397 = -15461260.919168
  nChanged 11
		SP:Iteration 24Q (8063.070000 sec): 3 clusters
  Score: Raw -15465203.797115 + Penalty 3931.693397 = -15461272.103717
  nChanged 8
		SP:Iteration 25Q (8063.950000 sec): 3 clusters
  Score: Raw -15465210.017061 + Penalty 3931.693397 = -15461278.323664
  nChanged 7
		SP:Iteration 26Q (8064.800000 sec): 3 clusters
  Score: Raw -15465215.213791 + Penalty 3931.693397 = -15461283.520394
  nChanged 2
		SP:Iteration 27Q (8065.590000 sec): 3 clusters
  Score: Raw -15465215.840985 + Penalty 3931.693397 = -15461284.147587
  nChanged 2
		SP:Iteration 28Q (8066.480000 sec): 3 clusters
  Score: Raw -15465217.145622 + Penalty 3931.693397 = -15461285.452225
  nChanged 2
		SP:Iteration 29Q (8067.430000 sec): 3 clusters
  Score: Raw -15465219.078838 + Penalty 3931.693397 = -15461287.385441
  nChanged 3
		SP:Iteration 30Q (8068.250000 sec): 3 clusters
  Score: Raw -15465222.255706 + Penalty 3931.693397 = -15461290.562308
  nChanged 5
		SP:Iteration 31Q (8069.190000 sec): 3 clusters
  Score: Raw -15465226.136878 + Penalty 3931.693397 = -15461294.443481
  nChanged 2
		SP:Iteration 32Q (8070.160000 sec): 3 clusters
  Score: Raw -15465227.449320 + Penalty 3931.693397 = -15461295.755922
  nChanged 2
		SP:Iteration 33Q (8071.060000 sec): 3 clusters
  Score: Raw -15465228.421937 + Penalty 3931.693397 = -15461296.728540
  nChanged 1
		SP:Iteration 34Q (8072.100000 sec): 3 clusters
  Score: Raw -15465230.231929 + Penalty 3931.693397 = -15461298.538531
  nChanged 2
		SP:Iteration 35Q (8073.060000 sec): 3 clusters
  Score: Raw -15465231.839417 + Penalty 3931.693397 = -15461300.146019
  nChanged 1
		SP:Iteration 36Q (8073.860000 sec): 3 clusters
  Score: Raw -15465232.667358 + Penalty 3931.693397 = -15461300.973961
  nChanged 1
		SP:Iteration 37Q (8074.660000 sec): 3 clusters
  Score: Raw -15465233.318624 + Penalty 3931.693397 = -15461301.625227
  nChanged 0
		SP:Iteration 38F (8075.580000 sec): 3 clusters
  Score: Raw -15465233.318624 + Penalty 3931.693397 = -15461301.625227
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 20 (1206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8075.780000 sec): 2 clusters
  Score: Raw -93967.870231 + Penalty 1152.947961 = -92814.922270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8076.000000 sec): 3 clusters
  Score: Raw -93583.042917 + Penalty 2305.895923 = -91277.146994
  nChanged 403
		SP:Iteration 1F (8076.190000 sec): 3 clusters
  Score: Raw -94051.855830 + Penalty 2305.895923 = -91745.959907
  nChanged 130
		SP:Iteration 2F (8076.400000 sec): 3 clusters
  Score: Raw -94322.496336 + Penalty 2305.895923 = -92016.600414
  nChanged 82
		SP:Iteration 3F (8076.580000 sec): 3 clusters
  Score: Raw -94449.054448 + Penalty 2305.895923 = -92143.158525
  nChanged 70
		SP:Iteration 4F (8076.820000 sec): 3 clusters
  Score: Raw -94573.490058 + Penalty 2305.895923 = -92267.594135
  nChanged 53
		SP:Iteration 5Q (8077.000000 sec): 3 clusters
  Score: Raw -94718.071239 + Penalty 2305.895923 = -92412.175316
  nChanged 54
		SP:Iteration 6Q (8077.180000 sec): 3 clusters
  Score: Raw -94831.207217 + Penalty 2305.895923 = -92525.311294
  nChanged 53
		SP:Iteration 7Q (8077.340000 sec): 3 clusters
  Score: Raw -94935.490561 + Penalty 2305.895923 = -92629.594639
  nChanged 53
		SP:Iteration 8Q (8077.500000 sec): 3 clusters
  Score: Raw -95052.588251 + Penalty 2305.895923 = -92746.692328
  nChanged 55
		SP:Iteration 9Q (8077.690000 sec): 3 clusters
  Score: Raw -95182.266764 + Penalty 2305.895923 = -92876.370841
  nChanged 37
		SP:Iteration 10Q (8077.940000 sec): 3 clusters
  Score: Raw -95308.679410 + Penalty 2305.895923 = -93002.783488
  nChanged 41
		SP:Iteration 11Q (8078.100000 sec): 3 clusters
  Score: Raw -95490.388515 + Penalty 2305.895923 = -93184.492592
  nChanged 22
		SP:Iteration 12Q (8078.290000 sec): 3 clusters
  Score: Raw -95544.238441 + Penalty 2305.895923 = -93238.342518
  nChanged 11
		SP:Iteration 13Q (8078.470000 sec): 3 clusters
  Score: Raw -95555.727368 + Penalty 2305.895923 = -93249.831445
  nChanged 5
		SP:Iteration 14Q (8078.670000 sec): 3 clusters
  Score: Raw -95561.575267 + Penalty 2305.895923 = -93255.679344
  nChanged 2
		SP:Iteration 15Q (8078.870000 sec): 3 clusters
  Score: Raw -95566.036400 + Penalty 2305.895923 = -93260.140477
  nChanged 1
		SP:Iteration 16Q (8079.040000 sec): 3 clusters
  Score: Raw -95566.284259 + Penalty 2305.895923 = -93260.388336
  nChanged 0
		SP:Iteration 17F (8079.230000 sec): 3 clusters
  Score: Raw -95566.284259 + Penalty 2305.895923 = -93260.388336
  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 10.68 GB.

 Trying to split cluster 21 (2735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8079.360000 sec): 2 clusters
  Score: Raw -196335.308971 + Penalty 1286.006591 = -195049.302380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8079.530000 sec): 3 clusters
  Score: Raw -195121.815549 + Penalty 2572.013182 = -192549.802367
  nChanged 1028
		SP:Iteration 1F (8079.730000 sec): 3 clusters
  Score: Raw -195915.228729 + Penalty 2572.013182 = -193343.215547
  nChanged 296
		SP:Iteration 2F (8079.940000 sec): 3 clusters
  Score: Raw -196205.043471 + Penalty 2572.013182 = -193633.030289
  nChanged 188
		SP:Iteration 3F (8080.180000 sec): 3 clusters
  Score: Raw -196402.512625 + Penalty 2572.013182 = -193830.499442
  nChanged 142
		SP:Iteration 4F (8080.400000 sec): 3 clusters
  Score: Raw -196524.100559 + Penalty 2572.013182 = -193952.087377
  nChanged 105
		SP:Iteration 5Q (8080.520000 sec): 3 clusters
  Score: Raw -196642.737477 + Penalty 2572.013182 = -194070.724295
  nChanged 94
		SP:Iteration 6Q (8080.720000 sec): 3 clusters
  Score: Raw -196706.245091 + Penalty 2572.013182 = -194134.231909
  nChanged 66
		SP:Iteration 7Q (8080.880000 sec): 3 clusters
  Score: Raw -196754.370821 + Penalty 2572.013182 = -194182.357638
  nChanged 65
		SP:Iteration 8Q (8081.070000 sec): 3 clusters
  Score: Raw -196800.635352 + Penalty 2572.013182 = -194228.622170
  nChanged 54
		SP:Iteration 9Q (8081.210000 sec): 3 clusters
  Score: Raw -196838.703974 + Penalty 2572.013182 = -194266.690792
  nChanged 53
		SP:Iteration 10Q (8081.430000 sec): 3 clusters
  Score: Raw -196876.626747 + Penalty 2572.013182 = -194304.613564
  nChanged 54
		SP:Iteration 11Q (8081.580000 sec): 3 clusters
  Score: Raw -196922.862531 + Penalty 2572.013182 = -194350.849349
  nChanged 46
		SP:Iteration 12Q (8081.770000 sec): 3 clusters
  Score: Raw -196968.205049 + Penalty 2572.013182 = -194396.191867
  nChanged 44
		SP:Iteration 13Q (8081.960000 sec): 3 clusters
  Score: Raw -197008.040149 + Penalty 2572.013182 = -194436.026966
  nChanged 28
		SP:Iteration 14Q (8082.160000 sec): 3 clusters
  Score: Raw -197027.467347 + Penalty 2572.013182 = -194455.454165
  nChanged 27
		SP:Iteration 15Q (8082.340000 sec): 3 clusters
  Score: Raw -197043.327626 + Penalty 2572.013182 = -194471.314444
  nChanged 20
		SP:Iteration 16Q (8082.510000 sec): 3 clusters
  Score: Raw -197058.581037 + Penalty 2572.013182 = -194486.567855
  nChanged 23
		SP:Iteration 17Q (8082.690000 sec): 3 clusters
  Score: Raw -197073.050262 + Penalty 2572.013182 = -194501.037080
  nChanged 22
		SP:Iteration 18Q (8082.860000 sec): 3 clusters
  Score: Raw -197086.028212 + Penalty 2572.013182 = -194514.015029
  nChanged 12
		SP:Iteration 19Q (8083.060000 sec): 3 clusters
  Score: Raw -197092.380611 + Penalty 2572.013182 = -194520.367428
  nChanged 9
		SP:Iteration 20F (8083.280000 sec): 3 clusters
  Score: Raw -197099.082248 + Penalty 2572.013182 = -194527.069066
  nChanged 13
		SP:Iteration 21Q (8083.480000 sec): 3 clusters
  Score: Raw -197113.105949 + Penalty 2572.013182 = -194541.092767
  nChanged 26
		SP:Iteration 22Q (8083.650000 sec): 3 clusters
  Score: Raw -197132.581647 + Penalty 2572.013182 = -194560.568464
  nChanged 21
		SP:Iteration 23Q (8083.870000 sec): 3 clusters
  Score: Raw -197152.798862 + Penalty 2572.013182 = -194580.785679
  nChanged 27
		SP:Iteration 24Q (8084.080000 sec): 3 clusters
  Score: Raw -197187.041429 + Penalty 2572.013182 = -194615.028247
  nChanged 34
		SP:Iteration 25Q (8084.270000 sec): 3 clusters
  Score: Raw -197209.507567 + Penalty 2572.013182 = -194637.494385
  nChanged 23
		SP:Iteration 26Q (8084.480000 sec): 3 clusters
  Score: Raw -197225.465173 + Penalty 2572.013182 = -194653.451990
  nChanged 15
		SP:Iteration 27Q (8084.680000 sec): 3 clusters
  Score: Raw -197236.730359 + Penalty 2572.013182 = -194664.717177
  nChanged 14
		SP:Iteration 28Q (8084.870000 sec): 3 clusters
  Score: Raw -197242.679510 + Penalty 2572.013182 = -194670.666328
  nChanged 7
		SP:Iteration 29Q (8085.080000 sec): 3 clusters
  Score: Raw -197245.621025 + Penalty 2572.013182 = -194673.607843
  nChanged 6
		SP:Iteration 30Q (8085.240000 sec): 3 clusters
  Score: Raw -197250.690674 + Penalty 2572.013182 = -194678.677492
  nChanged 13
		SP:Iteration 31Q (8085.440000 sec): 3 clusters
  Score: Raw -197255.118662 + Penalty 2572.013182 = -194683.105480
  nChanged 6
		SP:Iteration 32Q (8085.600000 sec): 3 clusters
  Score: Raw -197257.783694 + Penalty 2572.013182 = -194685.770512
  nChanged 6
		SP:Iteration 33Q (8085.750000 sec): 3 clusters
  Score: Raw -197264.853455 + Penalty 2572.013182 = -194692.840272
  nChanged 8
		SP:Iteration 34Q (8085.960000 sec): 3 clusters
  Score: Raw -197272.887005 + Penalty 2572.013182 = -194700.873823
  nChanged 8
		SP:Iteration 35Q (8086.120000 sec): 3 clusters
  Score: Raw -197280.636424 + Penalty 2572.013182 = -194708.623242
  nChanged 9
		SP:Iteration 36Q (8086.320000 sec): 3 clusters
  Score: Raw -197287.910073 + Penalty 2572.013182 = -194715.896890
  nChanged 16
		SP:Iteration 37Q (8086.480000 sec): 3 clusters
  Score: Raw -197299.696472 + Penalty 2572.013182 = -194727.683290
  nChanged 12
		SP:Iteration 38Q (8086.690000 sec): 3 clusters
  Score: Raw -197306.584293 + Penalty 2572.013182 = -194734.571111
  nChanged 7
		SP:Iteration 39Q (8086.860000 sec): 3 clusters
  Score: Raw -197309.285659 + Penalty 2572.013182 = -194737.272477
  nChanged 3
		SP:Iteration 40F (8087.020000 sec): 3 clusters
  Score: Raw -197310.255798 + Penalty 2572.013182 = -194738.242616
  nChanged 4
		SP:Iteration 41Q (8087.250000 sec): 3 clusters
  Score: Raw -197311.350212 + Penalty 2572.013182 = -194739.337030
  nChanged 4
		SP:Iteration 42Q (8087.400000 sec): 3 clusters
  Score: Raw -197312.902488 + Penalty 2572.013182 = -194740.889305
  nChanged 4
		SP:Iteration 43Q (8087.560000 sec): 3 clusters
  Score: Raw -197315.386450 + Penalty 2572.013182 = -194743.373268
  nChanged 5
		SP:Iteration 44Q (8087.780000 sec): 3 clusters
  Score: Raw -197319.114844 + Penalty 2572.013182 = -194747.101662
  nChanged 5
		SP:Iteration 45Q (8087.940000 sec): 3 clusters
  Score: Raw -197320.919771 + Penalty 2572.013182 = -194748.906589
  nChanged 4
		SP:Iteration 46Q (8088.140000 sec): 3 clusters
  Score: Raw -197321.766801 + Penalty 2572.013182 = -194749.753619
  nChanged 2
		SP:Iteration 47Q (8088.310000 sec): 3 clusters
  Score: Raw -197322.706212 + Penalty 2572.013182 = -194750.693030
  nChanged 3
		SP:Iteration 48Q (8088.460000 sec): 3 clusters
  Score: Raw -197323.995891 + Penalty 2572.013182 = -194751.982709
  nChanged 1
		SP:Iteration 49Q (8088.680000 sec): 3 clusters
  Score: Raw -197324.239365 + Penalty 2572.013182 = -194752.226183
  nChanged 1
		SP:Iteration 50Q (8088.820000 sec): 3 clusters
  Score: Raw -197324.592232 + Penalty 2572.013182 = -194752.579049
  nChanged 1
		SP:Iteration 51Q (8089.020000 sec): 3 clusters
  Score: Raw -197324.906694 + Penalty 2572.013182 = -194752.893512
  nChanged 0
		SP:Iteration 52F (8089.180000 sec): 3 clusters
  Score: Raw -197324.906694 + Penalty 2572.013182 = -194752.893512
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 22 (4108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8089.280000 sec): 2 clusters
  Score: Raw -331477.006577 + Penalty 1352.112380 = -330124.894197
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8089.480000 sec): 3 clusters
  Score: Raw -329459.933424 + Penalty 2704.224761 = -326755.708663
  nChanged 1619
		SP:Iteration 1F (8089.720000 sec): 3 clusters
  Score: Raw -330360.123861 + Penalty 2704.224761 = -327655.899100
  nChanged 361
		SP:Iteration 2F (8089.900000 sec): 3 clusters
  Score: Raw -330594.678083 + Penalty 2704.224761 = -327890.453322
  nChanged 257
		SP:Iteration 3F (8090.070000 sec): 3 clusters
  Score: Raw -330775.327172 + Penalty 2704.224761 = -328071.102411
  nChanged 232
		SP:Iteration 4F (8090.260000 sec): 3 clusters
  Score: Raw -330927.432293 + Penalty 2704.224761 = -328223.207532
  nChanged 201
		SP:Iteration 5Q (8090.440000 sec): 3 clusters
  Score: Raw -331048.475824 + Penalty 2704.224761 = -328344.251064
  nChanged 172
		SP:Iteration 6Q (8090.630000 sec): 3 clusters
  Score: Raw -331165.958620 + Penalty 2704.224761 = -328461.733859
  nChanged 156
		SP:Iteration 7Q (8090.820000 sec): 3 clusters
  Score: Raw -331260.103330 + Penalty 2704.224761 = -328555.878570
  nChanged 132
		SP:Iteration 8Q (8091.000000 sec): 3 clusters
  Score: Raw -331332.853781 + Penalty 2704.224761 = -328628.629021
  nChanged 103
		SP:Iteration 9Q (8091.170000 sec): 3 clusters
  Score: Raw -331390.447713 + Penalty 2704.224761 = -328686.222953
  nChanged 95
		SP:Iteration 10Q (8091.370000 sec): 3 clusters
  Score: Raw -331439.701183 + Penalty 2704.224761 = -328735.476422
  nChanged 93
		SP:Iteration 11Q (8091.530000 sec): 3 clusters
  Score: Raw -331492.501384 + Penalty 2704.224761 = -328788.276623
  nChanged 82
		SP:Iteration 12Q (8091.730000 sec): 3 clusters
  Score: Raw -331532.626133 + Penalty 2704.224761 = -328828.401373
  nChanged 72
		SP:Iteration 13Q (8091.930000 sec): 3 clusters
  Score: Raw -331573.575127 + Penalty 2704.224761 = -328869.350366
  nChanged 82
		SP:Iteration 14Q (8092.120000 sec): 3 clusters
  Score: Raw -331617.238072 + Penalty 2704.224761 = -328913.013311
  nChanged 74
		SP:Iteration 15Q (8092.260000 sec): 3 clusters
  Score: Raw -331663.888568 + Penalty 2704.224761 = -328959.663808
  nChanged 68
		SP:Iteration 16Q (8092.460000 sec): 3 clusters
  Score: Raw -331712.018601 + Penalty 2704.224761 = -329007.793841
  nChanged 66
		SP:Iteration 17Q (8092.660000 sec): 3 clusters
  Score: Raw -331761.094218 + Penalty 2704.224761 = -329056.869458
  nChanged 54
		SP:Iteration 18Q (8092.830000 sec): 3 clusters
  Score: Raw -331790.785215 + Penalty 2704.224761 = -329086.560454
  nChanged 39
		SP:Iteration 19Q (8093.000000 sec): 3 clusters
  Score: Raw -331813.769714 + Penalty 2704.224761 = -329109.544954
  nChanged 33
		SP:Iteration 20F (8093.180000 sec): 3 clusters
  Score: Raw -331831.897912 + Penalty 2704.224761 = -329127.673151
  nChanged 25
		SP:Iteration 21Q (8093.370000 sec): 3 clusters
  Score: Raw -331846.737203 + Penalty 2704.224761 = -329142.512443
  nChanged 27
		SP:Iteration 22Q (8093.560000 sec): 3 clusters
  Score: Raw -331862.241393 + Penalty 2704.224761 = -329158.016632
  nChanged 17
		SP:Iteration 23Q (8093.710000 sec): 3 clusters
  Score: Raw -331872.963694 + Penalty 2704.224761 = -329168.738933
  nChanged 17
		SP:Iteration 24Q (8093.900000 sec): 3 clusters
  Score: Raw -331881.737790 + Penalty 2704.224761 = -329177.513029
  nChanged 6
		SP:Iteration 25Q (8094.070000 sec): 3 clusters
  Score: Raw -331884.216929 + Penalty 2704.224761 = -329179.992169
  nChanged 4
		SP:Iteration 26Q (8094.260000 sec): 3 clusters
  Score: Raw -331886.748852 + Penalty 2704.224761 = -329182.524091
  nChanged 3
		SP:Iteration 27Q (8094.430000 sec): 3 clusters
  Score: Raw -331888.343580 + Penalty 2704.224761 = -329184.118819
  nChanged 4
		SP:Iteration 28Q (8094.620000 sec): 3 clusters
  Score: Raw -331889.863305 + Penalty 2704.224761 = -329185.638545
  nChanged 3
		SP:Iteration 29Q (8094.790000 sec): 3 clusters
  Score: Raw -331890.976721 + Penalty 2704.224761 = -329186.751960
  nChanged 1
		SP:Iteration 30Q (8094.960000 sec): 3 clusters
  Score: Raw -331891.391566 + Penalty 2704.224761 = -329187.166806
  nChanged 0
		SP:Iteration 31F (8095.140000 sec): 3 clusters
  Score: Raw -331891.391566 + Penalty 2704.224761 = -329187.166806
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 23 (22882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8095.310000 sec): 2 clusters
  Score: Raw -1804516.266548 + Penalty 1631.192201 = -1802885.074347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8095.600000 sec): 3 clusters
  Score: Raw -1790822.299035 + Penalty 3262.384403 = -1787559.914632
  nChanged 10329
		SP:Iteration 1F (8095.840000 sec): 3 clusters
  Score: Raw -1796759.187592 + Penalty 3262.384403 = -1793496.803190
  nChanged 1330
		SP:Iteration 2F (8096.110000 sec): 3 clusters
  Score: Raw -1797403.158084 + Penalty 3262.384403 = -1794140.773682
  nChanged 1301
		SP:Iteration 3F (8096.360000 sec): 3 clusters
  Score: Raw -1798057.285213 + Penalty 3262.384403 = -1794794.900810
  nChanged 1328
		SP:Iteration 4F (8096.650000 sec): 3 clusters
  Score: Raw -1798832.941800 + Penalty 3262.384403 = -1795570.557397
  nChanged 1408
		SP:Iteration 5F (8096.910000 sec): 3 clusters
  Score: Raw -1799715.505557 + Penalty 3262.384403 = -1796453.121155
  nChanged 1363
		SP:Iteration 6F (8097.200000 sec): 3 clusters
  Score: Raw -1800649.643520 + Penalty 3262.384403 = -1797387.259118
  nChanged 1293
		SP:Iteration 7F (8097.460000 sec): 3 clusters
  Score: Raw -1801460.359643 + Penalty 3262.384403 = -1798197.975241
  nChanged 1132
		SP:Iteration 8Q (8097.790000 sec): 3 clusters
  Score: Raw -1802087.162494 + Penalty 3262.384403 = -1798824.778091
  nChanged 935
		SP:Iteration 9Q (8098.080000 sec): 3 clusters
  Score: Raw -1802555.415709 + Penalty 3262.384403 = -1799293.031307
  nChanged 781
		SP:Iteration 10Q (8098.360000 sec): 3 clusters
  Score: Raw -1802889.727766 + Penalty 3262.384403 = -1799627.343363
  nChanged 620
		SP:Iteration 11Q (8098.670000 sec): 3 clusters
  Score: Raw -1803124.739867 + Penalty 3262.384403 = -1799862.355465
  nChanged 506
		SP:Iteration 12Q (8098.920000 sec): 3 clusters
  Score: Raw -1803312.336991 + Penalty 3262.384403 = -1800049.952588
  nChanged 438
		SP:Iteration 13Q (8099.230000 sec): 3 clusters
  Score: Raw -1803458.668036 + Penalty 3262.384403 = -1800196.283633
  nChanged 385
		SP:Iteration 14Q (8099.520000 sec): 3 clusters
  Score: Raw -1803574.113323 + Penalty 3262.384403 = -1800311.728921
  nChanged 328
		SP:Iteration 15Q (8099.790000 sec): 3 clusters
  Score: Raw -1803669.661115 + Penalty 3262.384403 = -1800407.276712
  nChanged 302
		SP:Iteration 16Q (8100.110000 sec): 3 clusters
  Score: Raw -1803756.402482 + Penalty 3262.384403 = -1800494.018080
  nChanged 262
		SP:Iteration 17Q (8100.380000 sec): 3 clusters
  Score: Raw -1803848.637104 + Penalty 3262.384403 = -1800586.252701
  nChanged 275
		SP:Iteration 18Q (8100.700000 sec): 3 clusters
  Score: Raw -1803952.378475 + Penalty 3262.384403 = -1800689.994072
  nChanged 293
		SP:Iteration 19Q (8101.000000 sec): 3 clusters
  Score: Raw -1804082.484483 + Penalty 3262.384403 = -1800820.100080
  nChanged 295
		SP:Iteration 20F (8101.300000 sec): 3 clusters
  Score: Raw -1804225.775731 + Penalty 3262.384403 = -1800963.391329
  nChanged 329
		SP:Iteration 21Q (8101.560000 sec): 3 clusters
  Score: Raw -1804403.938561 + Penalty 3262.384403 = -1801141.554159
  nChanged 349
		SP:Iteration 22Q (8101.880000 sec): 3 clusters
  Score: Raw -1804603.531347 + Penalty 3262.384403 = -1801341.146944
  nChanged 353
		SP:Iteration 23Q (8102.130000 sec): 3 clusters
  Score: Raw -1804783.509375 + Penalty 3262.384403 = -1801521.124972
  nChanged 329
		SP:Iteration 24Q (8102.450000 sec): 3 clusters
  Score: Raw -1804944.129701 + Penalty 3262.384403 = -1801681.745298
  nChanged 287
		SP:Iteration 25Q (8102.760000 sec): 3 clusters
  Score: Raw -1805093.746432 + Penalty 3262.384403 = -1801831.362029
  nChanged 277
		SP:Iteration 26Q (8103.030000 sec): 3 clusters
  Score: Raw -1805225.619787 + Penalty 3262.384403 = -1801963.235384
  nChanged 282
		SP:Iteration 27Q (8103.330000 sec): 3 clusters
  Score: Raw -1805349.843090 + Penalty 3262.384403 = -1802087.458687
  nChanged 256
		SP:Iteration 28Q (8103.600000 sec): 3 clusters
  Score: Raw -1805452.212412 + Penalty 3262.384403 = -1802189.828010
  nChanged 220
		SP:Iteration 29Q (8103.880000 sec): 3 clusters
  Score: Raw -1805520.297224 + Penalty 3262.384403 = -1802257.912821
  nChanged 204
		SP:Iteration 30Q (8104.170000 sec): 3 clusters
  Score: Raw -1805577.430316 + Penalty 3262.384403 = -1802315.045914
  nChanged 185
		SP:Iteration 31Q (8104.450000 sec): 3 clusters
  Score: Raw -1805624.640634 + Penalty 3262.384403 = -1802362.256232
  nChanged 148
		SP:Iteration 32Q (8104.720000 sec): 3 clusters
  Score: Raw -1805661.774781 + Penalty 3262.384403 = -1802399.390379
  nChanged 140
		SP:Iteration 33Q (8105.010000 sec): 3 clusters
  Score: Raw -1805693.395362 + Penalty 3262.384403 = -1802431.010960
  nChanged 150
		SP:Iteration 34Q (8105.290000 sec): 3 clusters
  Score: Raw -1805727.153633 + Penalty 3262.384403 = -1802464.769230
  nChanged 133
		SP:Iteration 35Q (8105.560000 sec): 3 clusters
  Score: Raw -1805755.157926 + Penalty 3262.384403 = -1802492.773524
  nChanged 126
		SP:Iteration 36Q (8105.790000 sec): 3 clusters
  Score: Raw -1805780.330519 + Penalty 3262.384403 = -1802517.946117
  nChanged 118
		SP:Iteration 37Q (8106.070000 sec): 3 clusters
  Score: Raw -1805806.274869 + Penalty 3262.384403 = -1802543.890466
  nChanged 126
		SP:Iteration 38Q (8106.330000 sec): 3 clusters
  Score: Raw -1805836.142621 + Penalty 3262.384403 = -1802573.758219
  nChanged 121
		SP:Iteration 39Q (8106.590000 sec): 3 clusters
  Score: Raw -1805861.329791 + Penalty 3262.384403 = -1802598.945388
  nChanged 108
		SP:Iteration 40F (8106.840000 sec): 3 clusters
  Score: Raw -1805885.536273 + Penalty 3262.384403 = -1802623.151870
  nChanged 121
		SP:Iteration 41Q (8107.130000 sec): 3 clusters
  Score: Raw -1805915.247248 + Penalty 3262.384403 = -1802652.862845
  nChanged 129
		SP:Iteration 42Q (8107.360000 sec): 3 clusters
  Score: Raw -1805948.118687 + Penalty 3262.384403 = -1802685.734284
  nChanged 135
		SP:Iteration 43Q (8107.600000 sec): 3 clusters
  Score: Raw -1805986.306724 + Penalty 3262.384403 = -1802723.922321
  nChanged 119
		SP:Iteration 44Q (8107.830000 sec): 3 clusters
  Score: Raw -1806019.137224 + Penalty 3262.384403 = -1802756.752821
  nChanged 132
		SP:Iteration 45Q (8108.140000 sec): 3 clusters
  Score: Raw -1806052.081096 + Penalty 3262.384403 = -1802789.696694
  nChanged 115
		SP:Iteration 46Q (8108.390000 sec): 3 clusters
  Score: Raw -1806080.816049 + Penalty 3262.384403 = -1802818.431647
  nChanged 105
		SP:Iteration 47Q (8108.640000 sec): 3 clusters
  Score: Raw -1806105.137789 + Penalty 3262.384403 = -1802842.753387
  nChanged 84
		SP:Iteration 48Q (8108.950000 sec): 3 clusters
  Score: Raw -1806124.201643 + Penalty 3262.384403 = -1802861.817240
  nChanged 76
		SP:Iteration 49Q (8109.250000 sec): 3 clusters
  Score: Raw -1806139.814333 + Penalty 3262.384403 = -1802877.429930
  nChanged 58
		SP:Iteration 50Q (8109.540000 sec): 3 clusters
  Score: Raw -1806150.012599 + Penalty 3262.384403 = -1802887.628196
  nChanged 49
		SP:Iteration 51Q (8109.820000 sec): 3 clusters
  Score: Raw -1806157.554455 + Penalty 3262.384403 = -1802895.170052
  nChanged 44
		SP:Iteration 52Q (8110.110000 sec): 3 clusters
  Score: Raw -1806164.262542 + Penalty 3262.384403 = -1802901.878139
  nChanged 32
		SP:Iteration 53Q (8110.390000 sec): 3 clusters
  Score: Raw -1806167.473330 + Penalty 3262.384403 = -1802905.088928
  nChanged 20
		SP:Iteration 54Q (8110.680000 sec): 3 clusters
  Score: Raw -1806170.615355 + Penalty 3262.384403 = -1802908.230952
  nChanged 28
		SP:Iteration 55Q (8110.960000 sec): 3 clusters
  Score: Raw -1806174.988455 + Penalty 3262.384403 = -1802912.604053
  nChanged 34
		SP:Iteration 56Q (8111.230000 sec): 3 clusters
  Score: Raw -1806180.530282 + Penalty 3262.384403 = -1802918.145879
  nChanged 41
		SP:Iteration 57Q (8111.490000 sec): 3 clusters
  Score: Raw -1806188.115310 + Penalty 3262.384403 = -1802925.730907
  nChanged 48
		SP:Iteration 58Q (8111.750000 sec): 3 clusters
  Score: Raw -1806196.298618 + Penalty 3262.384403 = -1802933.914216
  nChanged 40
		SP:Iteration 59Q (8112.030000 sec): 3 clusters
  Score: Raw -1806202.399692 + Penalty 3262.384403 = -1802940.015290
  nChanged 33
		SP:Iteration 60F (8112.320000 sec): 3 clusters
  Score: Raw -1806207.296355 + Penalty 3262.384403 = -1802944.911952
  nChanged 28
		SP:Iteration 61Q (8112.610000 sec): 3 clusters
  Score: Raw -1806211.972404 + Penalty 3262.384403 = -1802949.588001
  nChanged 38
		SP:Iteration 62Q (8112.890000 sec): 3 clusters
  Score: Raw -1806216.925281 + Penalty 3262.384403 = -1802954.540878
  nChanged 31
		SP:Iteration 63Q (8113.130000 sec): 3 clusters
  Score: Raw -1806221.321660 + Penalty 3262.384403 = -1802958.937258
  nChanged 24
		SP:Iteration 64Q (8113.410000 sec): 3 clusters
  Score: Raw -1806224.503221 + Penalty 3262.384403 = -1802962.118819
  nChanged 20
		SP:Iteration 65Q (8113.720000 sec): 3 clusters
  Score: Raw -1806226.346549 + Penalty 3262.384403 = -1802963.962146
  nChanged 10
		SP:Iteration 66Q (8113.970000 sec): 3 clusters
  Score: Raw -1806227.600546 + Penalty 3262.384403 = -1802965.216143
  nChanged 14
		SP:Iteration 67Q (8114.250000 sec): 3 clusters
  Score: Raw -1806228.888765 + Penalty 3262.384403 = -1802966.504362
  nChanged 4
		SP:Iteration 68Q (8114.480000 sec): 3 clusters
  Score: Raw -1806229.192031 + Penalty 3262.384403 = -1802966.807629
  nChanged 5
		SP:Iteration 69Q (8114.780000 sec): 3 clusters
  Score: Raw -1806229.587240 + Penalty 3262.384403 = -1802967.202837
  nChanged 6
		SP:Iteration 70Q (8115.050000 sec): 3 clusters
  Score: Raw -1806230.151667 + Penalty 3262.384403 = -1802967.767265
  nChanged 4
		SP:Iteration 71Q (8115.350000 sec): 3 clusters
  Score: Raw -1806230.417570 + Penalty 3262.384403 = -1802968.033167
  nChanged 2
		SP:Iteration 72Q (8115.650000 sec): 3 clusters
  Score: Raw -1806230.603904 + Penalty 3262.384403 = -1802968.219501
  nChanged 1
		SP:Iteration 73Q (8115.930000 sec): 3 clusters
  Score: Raw -1806230.692279 + Penalty 3262.384403 = -1802968.307876
  nChanged 0
		SP:Iteration 74F (8116.210000 sec): 3 clusters
  Score: Raw -1806230.692279 + Penalty 3262.384403 = -1802968.307876
  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 10.68 GB.

 Trying to split cluster 24 (78304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8116.650000 sec): 2 clusters
  Score: Raw -6808108.519267 + Penalty 1831.107520 = -6806277.411747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8117.180000 sec): 3 clusters
  Score: Raw -6757435.020087 + Penalty 3662.215039 = -6753772.805048
  nChanged 37434
		SP:Iteration 1F (8117.690000 sec): 3 clusters
  Score: Raw -6779389.249309 + Penalty 3662.215039 = -6775727.034270
  nChanged 3102
		SP:Iteration 2Q (8118.210000 sec): 3 clusters
  Score: Raw -6780441.175543 + Penalty 3662.215039 = -6776778.960504
  nChanged 3519
		SP:Iteration 3Q (8118.780000 sec): 3 clusters
  Score: Raw -6781792.267052 + Penalty 3662.215039 = -6778130.052013
  nChanged 3894
		SP:Iteration 4Q (8119.310000 sec): 3 clusters
  Score: Raw -6783392.198813 + Penalty 3662.215039 = -6779729.983774
  nChanged 4204
		SP:Iteration 5F (8119.860000 sec): 3 clusters
  Score: Raw -6785269.669532 + Penalty 3662.215039 = -6781607.454493
  nChanged 4447
		SP:Iteration 6F (8120.410000 sec): 3 clusters
  Score: Raw -6787461.720489 + Penalty 3662.215039 = -6783799.505450
  nChanged 4415
		SP:Iteration 7F (8120.940000 sec): 3 clusters
  Score: Raw -6789867.560745 + Penalty 3662.215039 = -6786205.345706
  nChanged 4177
		SP:Iteration 8F (8121.510000 sec): 3 clusters
  Score: Raw -6792496.533936 + Penalty 3662.215039 = -6788834.318897
  nChanged 3961
		SP:Iteration 9F (8122.030000 sec): 3 clusters
  Score: Raw -6795456.484133 + Penalty 3662.215039 = -6791794.269093
  nChanged 3569
		SP:Iteration 10Q (8122.620000 sec): 3 clusters
  Score: Raw -6798450.909153 + Penalty 3662.215039 = -6794788.694114
  nChanged 2928
		SP:Iteration 11Q (8123.170000 sec): 3 clusters
  Score: Raw -6800875.154336 + Penalty 3662.215039 = -6797212.939297
  nChanged 2341
		SP:Iteration 12Q (8123.750000 sec): 3 clusters
  Score: Raw -6802571.485841 + Penalty 3662.215039 = -6798909.270802
  nChanged 1774
		SP:Iteration 13Q (8124.270000 sec): 3 clusters
  Score: Raw -6803672.182725 + Penalty 3662.215039 = -6800009.967686
  nChanged 1514
		SP:Iteration 14Q (8124.810000 sec): 3 clusters
  Score: Raw -6804524.698550 + Penalty 3662.215039 = -6800862.483511
  nChanged 1342
		SP:Iteration 15Q (8125.360000 sec): 3 clusters
  Score: Raw -6805255.682570 + Penalty 3662.215039 = -6801593.467531
  nChanged 1200
		SP:Iteration 16Q (8125.920000 sec): 3 clusters
  Score: Raw -6805900.946643 + Penalty 3662.215039 = -6802238.731604
  nChanged 1082
		SP:Iteration 17Q (8126.490000 sec): 3 clusters
  Score: Raw -6806457.676456 + Penalty 3662.215039 = -6802795.461417
  nChanged 923
		SP:Iteration 18Q (8127.030000 sec): 3 clusters
  Score: Raw -6806925.003192 + Penalty 3662.215039 = -6803262.788153
  nChanged 813
		SP:Iteration 19Q (8127.530000 sec): 3 clusters
  Score: Raw -6807331.756695 + Penalty 3662.215039 = -6803669.541656
  nChanged 660
		SP:Iteration 20F (8128.050000 sec): 3 clusters
  Score: Raw -6807648.923443 + Penalty 3662.215039 = -6803986.708404
  nChanged 544
		SP:Iteration 21Q (8128.590000 sec): 3 clusters
  Score: Raw -6807910.258782 + Penalty 3662.215039 = -6804248.043743
  nChanged 454
		SP:Iteration 22Q (8129.170000 sec): 3 clusters
  Score: Raw -6808119.597794 + Penalty 3662.215039 = -6804457.382755
  nChanged 393
		SP:Iteration 23Q (8129.690000 sec): 3 clusters
  Score: Raw -6808300.192771 + Penalty 3662.215039 = -6804637.977732
  nChanged 331
		SP:Iteration 24Q (8130.240000 sec): 3 clusters
  Score: Raw -6808443.414981 + Penalty 3662.215039 = -6804781.199942
  nChanged 246
		SP:Iteration 25Q (8130.770000 sec): 3 clusters
  Score: Raw -6808540.048088 + Penalty 3662.215039 = -6804877.833049
  nChanged 187
		SP:Iteration 26Q (8131.290000 sec): 3 clusters
  Score: Raw -6808613.251343 + Penalty 3662.215039 = -6804951.036304
  nChanged 142
		SP:Iteration 27Q (8131.780000 sec): 3 clusters
  Score: Raw -6808663.942323 + Penalty 3662.215039 = -6805001.727284
  nChanged 124
		SP:Iteration 28Q (8132.250000 sec): 3 clusters
  Score: Raw -6808710.556593 + Penalty 3662.215039 = -6805048.341554
  nChanged 110
		SP:Iteration 29Q (8132.750000 sec): 3 clusters
  Score: Raw -6808748.753295 + Penalty 3662.215039 = -6805086.538256
  nChanged 94
		SP:Iteration 30Q (8133.210000 sec): 3 clusters
  Score: Raw -6808779.608820 + Penalty 3662.215039 = -6805117.393781
  nChanged 75
		SP:Iteration 31Q (8133.720000 sec): 3 clusters
  Score: Raw -6808802.991043 + Penalty 3662.215039 = -6805140.776004
  nChanged 63
		SP:Iteration 32Q (8134.190000 sec): 3 clusters
  Score: Raw -6808821.071178 + Penalty 3662.215039 = -6805158.856139
  nChanged 47
		SP:Iteration 33Q (8134.700000 sec): 3 clusters
  Score: Raw -6808834.738361 + Penalty 3662.215039 = -6805172.523322
  nChanged 28
		SP:Iteration 34Q (8135.200000 sec): 3 clusters
  Score: Raw -6808840.239080 + Penalty 3662.215039 = -6805178.024041
  nChanged 30
		SP:Iteration 35Q (8135.740000 sec): 3 clusters
  Score: Raw -6808846.479288 + Penalty 3662.215039 = -6805184.264249
  nChanged 18
		SP:Iteration 36Q (8136.240000 sec): 3 clusters
  Score: Raw -6808849.471054 + Penalty 3662.215039 = -6805187.256015
  nChanged 15
		SP:Iteration 37Q (8136.780000 sec): 3 clusters
  Score: Raw -6808853.067653 + Penalty 3662.215039 = -6805190.852614
  nChanged 18
		SP:Iteration 38Q (8137.250000 sec): 3 clusters
  Score: Raw -6808856.275109 + Penalty 3662.215039 = -6805194.060070
  nChanged 13
		SP:Iteration 39Q (8137.790000 sec): 3 clusters
  Score: Raw -6808859.458498 + Penalty 3662.215039 = -6805197.243459
  nChanged 13
		SP:Iteration 40F (8138.350000 sec): 3 clusters
  Score: Raw -6808861.582082 + Penalty 3662.215039 = -6805199.367043
  nChanged 7
		SP:Iteration 41Q (8138.820000 sec): 3 clusters
  Score: Raw -6808863.084959 + Penalty 3662.215039 = -6805200.869920
  nChanged 6
		SP:Iteration 42Q (8139.360000 sec): 3 clusters
  Score: Raw -6808864.407011 + Penalty 3662.215039 = -6805202.191972
  nChanged 7
		SP:Iteration 43Q (8139.930000 sec): 3 clusters
  Score: Raw -6808865.818508 + Penalty 3662.215039 = -6805203.603469
  nChanged 6
		SP:Iteration 44Q (8140.460000 sec): 3 clusters
  Score: Raw -6808867.082819 + Penalty 3662.215039 = -6805204.867780
  nChanged 13
		SP:Iteration 45Q (8141.020000 sec): 3 clusters
  Score: Raw -6808869.482715 + Penalty 3662.215039 = -6805207.267676
  nChanged 6
		SP:Iteration 46Q (8141.570000 sec): 3 clusters
  Score: Raw -6808870.610874 + Penalty 3662.215039 = -6805208.395835
  nChanged 3
		SP:Iteration 47Q (8142.110000 sec): 3 clusters
  Score: Raw -6808870.871753 + Penalty 3662.215039 = -6805208.656714
  nChanged 1
		SP:Iteration 48Q (8142.610000 sec): 3 clusters
  Score: Raw -6808870.992859 + Penalty 3662.215039 = -6805208.777820
  nChanged 1
		SP:Iteration 49Q (8143.140000 sec): 3 clusters
  Score: Raw -6808871.149259 + Penalty 3662.215039 = -6805208.934220
  nChanged 1
		SP:Iteration 50Q (8143.650000 sec): 3 clusters
  Score: Raw -6808871.455084 + Penalty 3662.215039 = -6805209.240045
  nChanged 3
		SP:Iteration 51Q (8144.130000 sec): 3 clusters
  Score: Raw -6808872.071639 + Penalty 3662.215039 = -6805209.856600
  nChanged 8
		SP:Iteration 52Q (8144.590000 sec): 3 clusters
  Score: Raw -6808873.546169 + Penalty 3662.215039 = -6805211.331130
  nChanged 6
		SP:Iteration 53Q (8145.090000 sec): 3 clusters
  Score: Raw -6808875.140761 + Penalty 3662.215039 = -6805212.925722
  nChanged 8
		SP:Iteration 54Q (8145.590000 sec): 3 clusters
  Score: Raw -6808877.127678 + Penalty 3662.215039 = -6805214.912639
  nChanged 6
		SP:Iteration 55Q (8146.150000 sec): 3 clusters
  Score: Raw -6808878.174242 + Penalty 3662.215039 = -6805215.959203
  nChanged 3
		SP:Iteration 56Q (8146.610000 sec): 3 clusters
  Score: Raw -6808878.759156 + Penalty 3662.215039 = -6805216.544117
  nChanged 3
		SP:Iteration 57Q (8147.120000 sec): 3 clusters
  Score: Raw -6808879.284161 + Penalty 3662.215039 = -6805217.069122
  nChanged 2
		SP:Iteration 58Q (8147.610000 sec): 3 clusters
  Score: Raw -6808879.435061 + Penalty 3662.215039 = -6805217.220022
  nChanged 0
		SP:Iteration 59F (8148.120000 sec): 3 clusters
  Score: Raw -6808879.435061 + Penalty 3662.215039 = -6805217.220022
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 25 (13164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8148.270000 sec): 2 clusters
  Score: Raw -1173178.199777 + Penalty 1541.351680 = -1171636.848097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8148.590000 sec): 3 clusters
  Score: Raw -1165528.782082 + Penalty 3082.703361 = -1162446.078721
  nChanged 5789
		SP:Iteration 1F (8148.810000 sec): 3 clusters
  Score: Raw -1168618.946979 + Penalty 3082.703361 = -1165536.243618
  nChanged 716
		SP:Iteration 2F (8149.110000 sec): 3 clusters
  Score: Raw -1168888.777152 + Penalty 3082.703361 = -1165806.073791
  nChanged 614
		SP:Iteration 3Q (8149.390000 sec): 3 clusters
  Score: Raw -1169114.658550 + Penalty 3082.703361 = -1166031.955190
  nChanged 574
		SP:Iteration 4Q (8149.600000 sec): 3 clusters
  Score: Raw -1169346.101327 + Penalty 3082.703361 = -1166263.397966
  nChanged 620
		SP:Iteration 5Q (8149.890000 sec): 3 clusters
  Score: Raw -1169622.389315 + Penalty 3082.703361 = -1166539.685954
  nChanged 668
		SP:Iteration 6F (8150.130000 sec): 3 clusters
  Score: Raw -1169954.103382 + Penalty 3082.703361 = -1166871.400022
  nChanged 701
		SP:Iteration 7F (8150.410000 sec): 3 clusters
  Score: Raw -1170345.221083 + Penalty 3082.703361 = -1167262.517723
  nChanged 706
		SP:Iteration 8F (8150.690000 sec): 3 clusters
  Score: Raw -1170784.502908 + Penalty 3082.703361 = -1167701.799548
  nChanged 646
		SP:Iteration 9Q (8151.050000 sec): 3 clusters
  Score: Raw -1171212.313859 + Penalty 3082.703361 = -1168129.610498
  nChanged 570
		SP:Iteration 10Q (8151.310000 sec): 3 clusters
  Score: Raw -1171646.360806 + Penalty 3082.703361 = -1168563.657446
  nChanged 508
		SP:Iteration 11Q (8151.540000 sec): 3 clusters
  Score: Raw -1172132.447473 + Penalty 3082.703361 = -1169049.744112
  nChanged 443
		SP:Iteration 12Q (8151.790000 sec): 3 clusters
  Score: Raw -1172645.672024 + Penalty 3082.703361 = -1169562.968663
  nChanged 364
		SP:Iteration 13Q (8152.090000 sec): 3 clusters
  Score: Raw -1173041.831268 + Penalty 3082.703361 = -1169959.127908
  nChanged 278
		SP:Iteration 14Q (8152.330000 sec): 3 clusters
  Score: Raw -1173282.944163 + Penalty 3082.703361 = -1170200.240803
  nChanged 155
		SP:Iteration 15Q (8152.550000 sec): 3 clusters
  Score: Raw -1173369.849185 + Penalty 3082.703361 = -1170287.145824
  nChanged 105
		SP:Iteration 16Q (8152.790000 sec): 3 clusters
  Score: Raw -1173422.988605 + Penalty 3082.703361 = -1170340.285244
  nChanged 80
		SP:Iteration 17Q (8153.050000 sec): 3 clusters
  Score: Raw -1173459.587617 + Penalty 3082.703361 = -1170376.884256
  nChanged 49
		SP:Iteration 18Q (8153.330000 sec): 3 clusters
  Score: Raw -1173476.038313 + Penalty 3082.703361 = -1170393.334952
  nChanged 35
		SP:Iteration 19Q (8153.570000 sec): 3 clusters
  Score: Raw -1173486.876897 + Penalty 3082.703361 = -1170404.173536
  nChanged 30
		SP:Iteration 20F (8153.850000 sec): 3 clusters
  Score: Raw -1173495.837925 + Penalty 3082.703361 = -1170413.134564
  nChanged 23
		SP:Iteration 21Q (8154.070000 sec): 3 clusters
  Score: Raw -1173502.601423 + Penalty 3082.703361 = -1170419.898062
  nChanged 23
		SP:Iteration 22Q (8154.320000 sec): 3 clusters
  Score: Raw -1173507.996677 + Penalty 3082.703361 = -1170425.293317
  nChanged 12
		SP:Iteration 23Q (8154.550000 sec): 3 clusters
  Score: Raw -1173511.082578 + Penalty 3082.703361 = -1170428.379217
  nChanged 14
		SP:Iteration 24Q (8154.800000 sec): 3 clusters
  Score: Raw -1173515.844558 + Penalty 3082.703361 = -1170433.141197
  nChanged 15
		SP:Iteration 25Q (8155.010000 sec): 3 clusters
  Score: Raw -1173520.118720 + Penalty 3082.703361 = -1170437.415359
  nChanged 11
		SP:Iteration 26Q (8155.230000 sec): 3 clusters
  Score: Raw -1173522.887849 + Penalty 3082.703361 = -1170440.184488
  nChanged 10
		SP:Iteration 27Q (8155.520000 sec): 3 clusters
  Score: Raw -1173525.010640 + Penalty 3082.703361 = -1170442.307280
  nChanged 9
		SP:Iteration 28Q (8155.740000 sec): 3 clusters
  Score: Raw -1173527.180259 + Penalty 3082.703361 = -1170444.476898
  nChanged 7
		SP:Iteration 29Q (8155.990000 sec): 3 clusters
  Score: Raw -1173528.789451 + Penalty 3082.703361 = -1170446.086091
  nChanged 11
		SP:Iteration 30Q (8156.250000 sec): 3 clusters
  Score: Raw -1173531.984233 + Penalty 3082.703361 = -1170449.280872
  nChanged 6
		SP:Iteration 31Q (8156.520000 sec): 3 clusters
  Score: Raw -1173533.374828 + Penalty 3082.703361 = -1170450.671468
  nChanged 6
		SP:Iteration 32Q (8156.760000 sec): 3 clusters
  Score: Raw -1173534.159063 + Penalty 3082.703361 = -1170451.455702
  nChanged 3
		SP:Iteration 33Q (8156.970000 sec): 3 clusters
  Score: Raw -1173534.604289 + Penalty 3082.703361 = -1170451.900929
  nChanged 2
		SP:Iteration 34Q (8157.200000 sec): 3 clusters
  Score: Raw -1173534.863737 + Penalty 3082.703361 = -1170452.160377
  nChanged 0
		SP:Iteration 35F (8157.470000 sec): 3 clusters
  Score: Raw -1173534.863737 + Penalty 3082.703361 = -1170452.160377
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 26 (55156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8157.880000 sec): 2 clusters
  Score: Raw -4778460.000078 + Penalty 1774.162132 = -4776685.837946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8158.360000 sec): 3 clusters
  Score: Raw -4743459.238855 + Penalty 3548.324264 = -4739910.914591
  nChanged 25987
		SP:Iteration 1F (8158.790000 sec): 3 clusters
  Score: Raw -4758795.061272 + Penalty 3548.324264 = -4755246.737008
  nChanged 3180
		SP:Iteration 2F (8159.250000 sec): 3 clusters
  Score: Raw -4760281.360142 + Penalty 3548.324264 = -4756733.035878
  nChanged 3708
		SP:Iteration 3F (8159.700000 sec): 3 clusters
  Score: Raw -4762299.512222 + Penalty 3548.324264 = -4758751.187958
  nChanged 3898
		SP:Iteration 4F (8160.150000 sec): 3 clusters
  Score: Raw -4764667.557213 + Penalty 3548.324264 = -4761119.232949
  nChanged 3866
		SP:Iteration 5F (8160.630000 sec): 3 clusters
  Score: Raw -4767260.325128 + Penalty 3548.324264 = -4763712.000864
  nChanged 3608
		SP:Iteration 6F (8161.090000 sec): 3 clusters
  Score: Raw -4769831.493937 + Penalty 3548.324264 = -4766283.169673
  nChanged 3110
		SP:Iteration 7F (8161.560000 sec): 3 clusters
  Score: Raw -4772136.177925 + Penalty 3548.324264 = -4768587.853661
  nChanged 2672
		SP:Iteration 8Q (8162.020000 sec): 3 clusters
  Score: Raw -4774200.518606 + Penalty 3548.324264 = -4770652.194342
  nChanged 2129
		SP:Iteration 9Q (8162.470000 sec): 3 clusters
  Score: Raw -4775875.600123 + Penalty 3548.324264 = -4772327.275859
  nChanged 1512
		SP:Iteration 10Q (8162.880000 sec): 3 clusters
  Score: Raw -4777034.838132 + Penalty 3548.324264 = -4773486.513868
  nChanged 976
		SP:Iteration 11Q (8163.330000 sec): 3 clusters
  Score: Raw -4777747.997876 + Penalty 3548.324264 = -4774199.673612
  nChanged 594
		SP:Iteration 12Q (8163.800000 sec): 3 clusters
  Score: Raw -4778177.390040 + Penalty 3548.324264 = -4774629.065776
  nChanged 369
		SP:Iteration 13Q (8164.220000 sec): 3 clusters
  Score: Raw -4778435.361057 + Penalty 3548.324264 = -4774887.036793
  nChanged 226
		SP:Iteration 14Q (8164.620000 sec): 3 clusters
  Score: Raw -4778584.444639 + Penalty 3548.324264 = -4775036.120375
  nChanged 140
		SP:Iteration 15Q (8165.020000 sec): 3 clusters
  Score: Raw -4778668.115996 + Penalty 3548.324264 = -4775119.791732
  nChanged 80
		SP:Iteration 16Q (8165.490000 sec): 3 clusters
  Score: Raw -4778704.898141 + Penalty 3548.324264 = -4775156.573877
  nChanged 50
		SP:Iteration 17Q (8165.930000 sec): 3 clusters
  Score: Raw -4778728.683309 + Penalty 3548.324264 = -4775180.359045
  nChanged 37
		SP:Iteration 18Q (8166.320000 sec): 3 clusters
  Score: Raw -4778746.149960 + Penalty 3548.324264 = -4775197.825696
  nChanged 30
		SP:Iteration 19Q (8166.730000 sec): 3 clusters
  Score: Raw -4778760.283736 + Penalty 3548.324264 = -4775211.959471
  nChanged 18
		SP:Iteration 20F (8167.170000 sec): 3 clusters
  Score: Raw -4778767.065523 + Penalty 3548.324264 = -4775218.741259
  nChanged 9
		SP:Iteration 21Q (8167.580000 sec): 3 clusters
  Score: Raw -4778770.659989 + Penalty 3548.324264 = -4775222.335724
  nChanged 9
		SP:Iteration 22Q (8167.970000 sec): 3 clusters
  Score: Raw -4778774.153981 + Penalty 3548.324264 = -4775225.829717
  nChanged 8
		SP:Iteration 23Q (8168.450000 sec): 3 clusters
  Score: Raw -4778777.365315 + Penalty 3548.324264 = -4775229.041051
  nChanged 10
		SP:Iteration 24Q (8168.850000 sec): 3 clusters
  Score: Raw -4778782.213113 + Penalty 3548.324264 = -4775233.888848
  nChanged 13
		SP:Iteration 25Q (8169.260000 sec): 3 clusters
  Score: Raw -4778789.863002 + Penalty 3548.324264 = -4775241.538738
  nChanged 13
		SP:Iteration 26Q (8169.630000 sec): 3 clusters
  Score: Raw -4778794.555240 + Penalty 3548.324264 = -4775246.230976
  nChanged 8
		SP:Iteration 27Q (8170.100000 sec): 3 clusters
  Score: Raw -4778798.064450 + Penalty 3548.324264 = -4775249.740186
  nChanged 11
		SP:Iteration 28Q (8170.550000 sec): 3 clusters
  Score: Raw -4778802.697092 + Penalty 3548.324264 = -4775254.372827
  nChanged 8
		SP:Iteration 29Q (8170.980000 sec): 3 clusters
  Score: Raw -4778806.198830 + Penalty 3548.324264 = -4775257.874566
  nChanged 5
		SP:Iteration 30Q (8171.370000 sec): 3 clusters
  Score: Raw -4778807.954306 + Penalty 3548.324264 = -4775259.630042
  nChanged 2
		SP:Iteration 31Q (8171.790000 sec): 3 clusters
  Score: Raw -4778808.829546 + Penalty 3548.324264 = -4775260.505281
  nChanged 2
		SP:Iteration 32Q (8172.220000 sec): 3 clusters
  Score: Raw -4778809.468948 + Penalty 3548.324264 = -4775261.144684
  nChanged 2
		SP:Iteration 33Q (8172.640000 sec): 3 clusters
  Score: Raw -4778810.067334 + Penalty 3548.324264 = -4775261.743070
  nChanged 0
		SP:Iteration 34F (8173.150000 sec): 3 clusters
  Score: Raw -4778810.067334 + Penalty 3548.324264 = -4775261.743070
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 27 (146549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8173.890000 sec): 2 clusters
  Score: Raw -12964317.916614 + Penalty 1932.956207 = -12962384.960407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8174.830000 sec): 3 clusters
  Score: Raw -12867952.338708 + Penalty 3865.912415 = -12864086.426294
  nChanged 70594
		SP:Iteration 1F (8175.690000 sec): 3 clusters
  Score: Raw -12911498.401428 + Penalty 3865.912415 = -12907632.489013
  nChanged 8291
		SP:Iteration 2F (8176.510000 sec): 3 clusters
  Score: Raw -12915958.222190 + Penalty 3865.912415 = -12912092.309775
  nChanged 10233
		SP:Iteration 3F (8177.390000 sec): 3 clusters
  Score: Raw -12922335.416760 + Penalty 3865.912415 = -12918469.504345
  nChanged 11195
		SP:Iteration 4F (8178.310000 sec): 3 clusters
  Score: Raw -12929265.968260 + Penalty 3865.912415 = -12925400.055845
  nChanged 10272
		SP:Iteration 5F (8179.100000 sec): 3 clusters
  Score: Raw -12934775.502003 + Penalty 3865.912415 = -12930909.589588
  nChanged 8056
		SP:Iteration 6F (8179.910000 sec): 3 clusters
  Score: Raw -12938085.793389 + Penalty 3865.912415 = -12934219.880974
  nChanged 5985
		SP:Iteration 7Q (8180.770000 sec): 3 clusters
  Score: Raw -12939940.098211 + Penalty 3865.912415 = -12936074.185796
  nChanged 4209
		SP:Iteration 8Q (8181.640000 sec): 3 clusters
  Score: Raw -12940997.400957 + Penalty 3865.912415 = -12937131.488542
  nChanged 3146
		SP:Iteration 9Q (8182.550000 sec): 3 clusters
  Score: Raw -12941746.260230 + Penalty 3865.912415 = -12937880.347815
  nChanged 2911
		SP:Iteration 10Q (8183.460000 sec): 3 clusters
  Score: Raw -12942477.925591 + Penalty 3865.912415 = -12938612.013176
  nChanged 3042
		SP:Iteration 11Q (8184.320000 sec): 3 clusters
  Score: Raw -12943279.262940 + Penalty 3865.912415 = -12939413.350525
  nChanged 3360
		SP:Iteration 12Q (8185.220000 sec): 3 clusters
  Score: Raw -12944212.477297 + Penalty 3865.912415 = -12940346.564882
  nChanged 3788
		SP:Iteration 13Q (8186.090000 sec): 3 clusters
  Score: Raw -12945325.609772 + Penalty 3865.912415 = -12941459.697357
  nChanged 4278
		SP:Iteration 14Q (8186.930000 sec): 3 clusters
  Score: Raw -12946687.939147 + Penalty 3865.912415 = -12942822.026732
  nChanged 4706
		SP:Iteration 15Q (8187.820000 sec): 3 clusters
  Score: Raw -12948316.127788 + Penalty 3865.912415 = -12944450.215373
  nChanged 5127
		SP:Iteration 16Q (8188.640000 sec): 3 clusters
  Score: Raw -12950195.092708 + Penalty 3865.912415 = -12946329.180293
  nChanged 5311
		SP:Iteration 17Q (8189.480000 sec): 3 clusters
  Score: Raw -12952198.722960 + Penalty 3865.912415 = -12948332.810545
  nChanged 5303
		SP:Iteration 18Q (8190.290000 sec): 3 clusters
  Score: Raw -12954248.403324 + Penalty 3865.912415 = -12950382.490909
  nChanged 5219
		SP:Iteration 19Q (8191.110000 sec): 3 clusters
  Score: Raw -12956281.165492 + Penalty 3865.912415 = -12952415.253077
  nChanged 4899
		SP:Iteration 20F (8191.890000 sec): 3 clusters
  Score: Raw -12958168.626818 + Penalty 3865.912415 = -12954302.714403
  nChanged 4486
		SP:Iteration 21Q (8192.690000 sec): 3 clusters
  Score: Raw -12959820.310903 + Penalty 3865.912415 = -12955954.398488
  nChanged 3878
		SP:Iteration 22Q (8193.450000 sec): 3 clusters
  Score: Raw -12961188.232430 + Penalty 3865.912415 = -12957322.320015
  nChanged 3492
		SP:Iteration 23Q (8194.220000 sec): 3 clusters
  Score: Raw -12962378.876398 + Penalty 3865.912415 = -12958512.963984
  nChanged 2998
		SP:Iteration 24Q (8194.970000 sec): 3 clusters
  Score: Raw -12963362.995367 + Penalty 3865.912415 = -12959497.082952
  nChanged 2528
		SP:Iteration 25Q (8195.710000 sec): 3 clusters
  Score: Raw -12964114.905133 + Penalty 3865.912415 = -12960248.992718
  nChanged 2045
		SP:Iteration 26Q (8196.450000 sec): 3 clusters
  Score: Raw -12964667.088872 + Penalty 3865.912415 = -12960801.176458
  nChanged 1688
		SP:Iteration 27Q (8197.150000 sec): 3 clusters
  Score: Raw -12965079.615091 + Penalty 3865.912415 = -12961213.702676
  nChanged 1320
		SP:Iteration 28Q (8197.890000 sec): 3 clusters
  Score: Raw -12965366.961310 + Penalty 3865.912415 = -12961501.048895
  nChanged 1087
		SP:Iteration 29Q (8198.560000 sec): 3 clusters
  Score: Raw -12965591.814469 + Penalty 3865.912415 = -12961725.902054
  nChanged 882
		SP:Iteration 30Q (8199.280000 sec): 3 clusters
  Score: Raw -12965754.590976 + Penalty 3865.912415 = -12961888.678561
  nChanged 729
		SP:Iteration 31Q (8199.930000 sec): 3 clusters
  Score: Raw -12965879.556496 + Penalty 3865.912415 = -12962013.644081
  nChanged 558
		SP:Iteration 32Q (8200.740000 sec): 3 clusters
  Score: Raw -12965965.746010 + Penalty 3865.912415 = -12962099.833595
  nChanged 475
		SP:Iteration 33Q (8201.540000 sec): 3 clusters
  Score: Raw -12966032.500746 + Penalty 3865.912415 = -12962166.588331
  nChanged 370
		SP:Iteration 34Q (8202.310000 sec): 3 clusters
  Score: Raw -12966080.631993 + Penalty 3865.912415 = -12962214.719578
  nChanged 318
		SP:Iteration 35Q (8203.040000 sec): 3 clusters
  Score: Raw -12966119.557362 + Penalty 3865.912415 = -12962253.644947
  nChanged 293
		SP:Iteration 36Q (8203.770000 sec): 3 clusters
  Score: Raw -12966153.575139 + Penalty 3865.912415 = -12962287.662725
  nChanged 254
		SP:Iteration 37Q (8204.430000 sec): 3 clusters
  Score: Raw -12966181.694601 + Penalty 3865.912415 = -12962315.782187
  nChanged 211
		SP:Iteration 38Q (8205.110000 sec): 3 clusters
  Score: Raw -12966204.434875 + Penalty 3865.912415 = -12962338.522460
  nChanged 184
		SP:Iteration 39Q (8205.890000 sec): 3 clusters
  Score: Raw -12966224.571827 + Penalty 3865.912415 = -12962358.659412
  nChanged 181
		SP:Iteration 40F (8206.700000 sec): 3 clusters
  Score: Raw -12966243.936908 + Penalty 3865.912415 = -12962378.024493
  nChanged 171
		SP:Iteration 41Q (8207.480000 sec): 3 clusters
  Score: Raw -12966261.765030 + Penalty 3865.912415 = -12962395.852615
  nChanged 174
		SP:Iteration 42Q (8208.200000 sec): 3 clusters
  Score: Raw -12966277.646704 + Penalty 3865.912415 = -12962411.734289
  nChanged 133
		SP:Iteration 43Q (8208.920000 sec): 3 clusters
  Score: Raw -12966288.316165 + Penalty 3865.912415 = -12962422.403750
  nChanged 114
		SP:Iteration 44Q (8209.680000 sec): 3 clusters
  Score: Raw -12966297.881754 + Penalty 3865.912415 = -12962431.969339
  nChanged 88
		SP:Iteration 45Q (8210.440000 sec): 3 clusters
  Score: Raw -12966304.341708 + Penalty 3865.912415 = -12962438.429293
  nChanged 83
		SP:Iteration 46Q (8211.260000 sec): 3 clusters
  Score: Raw -12966309.241730 + Penalty 3865.912415 = -12962443.329315
  nChanged 58
		SP:Iteration 47Q (8212.020000 sec): 3 clusters
  Score: Raw -12966313.053200 + Penalty 3865.912415 = -12962447.140785
  nChanged 60
		SP:Iteration 48Q (8212.670000 sec): 3 clusters
  Score: Raw -12966317.097223 + Penalty 3865.912415 = -12962451.184808
  nChanged 54
		SP:Iteration 49Q (8213.340000 sec): 3 clusters
  Score: Raw -12966320.755949 + Penalty 3865.912415 = -12962454.843534
  nChanged 62
		SP:Iteration 50Q (8214.050000 sec): 3 clusters
  Score: Raw -12966324.971092 + Penalty 3865.912415 = -12962459.058677
  nChanged 51
		SP:Iteration 51Q (8214.750000 sec): 3 clusters
  Score: Raw -12966328.354624 + Penalty 3865.912415 = -12962462.442209
  nChanged 58
		SP:Iteration 52Q (8215.540000 sec): 3 clusters
  Score: Raw -12966331.823071 + Penalty 3865.912415 = -12962465.910656
  nChanged 39
		SP:Iteration 53Q (8216.320000 sec): 3 clusters
  Score: Raw -12966334.200568 + Penalty 3865.912415 = -12962468.288153
  nChanged 40
		SP:Iteration 54Q (8217.060000 sec): 3 clusters
  Score: Raw -12966336.460541 + Penalty 3865.912415 = -12962470.548126
  nChanged 31
		SP:Iteration 55Q (8217.800000 sec): 3 clusters
  Score: Raw -12966338.299184 + Penalty 3865.912415 = -12962472.386769
  nChanged 23
		SP:Iteration 56Q (8218.580000 sec): 3 clusters
  Score: Raw -12966339.418761 + Penalty 3865.912415 = -12962473.506346
  nChanged 19
		SP:Iteration 57Q (8219.420000 sec): 3 clusters
  Score: Raw -12966340.417841 + Penalty 3865.912415 = -12962474.505426
  nChanged 17
		SP:Iteration 58Q (8220.180000 sec): 3 clusters
  Score: Raw -12966341.282525 + Penalty 3865.912415 = -12962475.370111
  nChanged 17
		SP:Iteration 59Q (8221.040000 sec): 3 clusters
  Score: Raw -12966342.112442 + Penalty 3865.912415 = -12962476.200027
  nChanged 15
		SP:Iteration 60F (8221.860000 sec): 3 clusters
  Score: Raw -12966342.791198 + Penalty 3865.912415 = -12962476.878784
  nChanged 22
		SP:Iteration 61Q (8222.660000 sec): 3 clusters
  Score: Raw -12966343.864758 + Penalty 3865.912415 = -12962477.952343
  nChanged 19
		SP:Iteration 62Q (8223.410000 sec): 3 clusters
  Score: Raw -12966344.698304 + Penalty 3865.912415 = -12962478.785889
  nChanged 18
		SP:Iteration 63Q (8224.150000 sec): 3 clusters
  Score: Raw -12966345.641080 + Penalty 3865.912415 = -12962479.728665
  nChanged 13
		SP:Iteration 64Q (8224.890000 sec): 3 clusters
  Score: Raw -12966346.458089 + Penalty 3865.912415 = -12962480.545674
  nChanged 13
		SP:Iteration 65Q (8225.700000 sec): 3 clusters
  Score: Raw -12966347.044711 + Penalty 3865.912415 = -12962481.132296
  nChanged 11
		SP:Iteration 66Q (8226.470000 sec): 3 clusters
  Score: Raw -12966347.469138 + Penalty 3865.912415 = -12962481.556723
  nChanged 6
		SP:Iteration 67Q (8227.270000 sec): 3 clusters
  Score: Raw -12966347.717823 + Penalty 3865.912415 = -12962481.805409
  nChanged 6
		SP:Iteration 68Q (8228.030000 sec): 3 clusters
  Score: Raw -12966348.009088 + Penalty 3865.912415 = -12962482.096673
  nChanged 11
		SP:Iteration 69Q (8228.790000 sec): 3 clusters
  Score: Raw -12966348.566984 + Penalty 3865.912415 = -12962482.654569
  nChanged 17
		SP:Iteration 70Q (8229.550000 sec): 3 clusters
  Score: Raw -12966349.376349 + Penalty 3865.912415 = -12962483.463934
  nChanged 21
		SP:Iteration 71Q (8230.340000 sec): 3 clusters
  Score: Raw -12966350.427507 + Penalty 3865.912415 = -12962484.515093
  nChanged 13
		SP:Iteration 72Q (8231.130000 sec): 3 clusters
  Score: Raw -12966350.970996 + Penalty 3865.912415 = -12962485.058581
  nChanged 10
		SP:Iteration 73Q (8231.940000 sec): 3 clusters
  Score: Raw -12966351.379729 + Penalty 3865.912415 = -12962485.467314
  nChanged 12
		SP:Iteration 74Q (8232.790000 sec): 3 clusters
  Score: Raw -12966351.931104 + Penalty 3865.912415 = -12962486.018690
  nChanged 12
		SP:Iteration 75Q (8233.560000 sec): 3 clusters
  Score: Raw -12966352.543817 + Penalty 3865.912415 = -12962486.631402
  nChanged 11
		SP:Iteration 76Q (8234.330000 sec): 3 clusters
  Score: Raw -12966353.041081 + Penalty 3865.912415 = -12962487.128666
  nChanged 7
		SP:Iteration 77Q (8235.110000 sec): 3 clusters
  Score: Raw -12966353.333503 + Penalty 3865.912415 = -12962487.421088
  nChanged 5
		SP:Iteration 78Q (8235.890000 sec): 3 clusters
  Score: Raw -12966353.563009 + Penalty 3865.912415 = -12962487.650594
  nChanged 5
		SP:Iteration 79Q (8236.610000 sec): 3 clusters
  Score: Raw -12966353.769391 + Penalty 3865.912415 = -12962487.856976
  nChanged 7
		SP:Iteration 80F (8237.350000 sec): 3 clusters
  Score: Raw -12966354.026048 + Penalty 3865.912415 = -12962488.113633
  nChanged 2
		SP:Iteration 81Q (8238.020000 sec): 3 clusters
  Score: Raw -12966354.085831 + Penalty 3865.912415 = -12962488.173416
  nChanged 2
		SP:Iteration 82Q (8238.710000 sec): 3 clusters
  Score: Raw -12966354.145624 + Penalty 3865.912415 = -12962488.233209
  nChanged 2
		SP:Iteration 83Q (8239.450000 sec): 3 clusters
  Score: Raw -12966354.203177 + Penalty 3865.912415 = -12962488.290762
  nChanged 3
		SP:Iteration 84Q (8240.140000 sec): 3 clusters
  Score: Raw -12966354.314166 + Penalty 3865.912415 = -12962488.401751
  nChanged 2
		SP:Iteration 85Q (8240.910000 sec): 3 clusters
  Score: Raw -12966354.365294 + Penalty 3865.912415 = -12962488.452879
  nChanged 1
		SP:Iteration 86Q (8241.680000 sec): 3 clusters
  Score: Raw -12966354.392200 + Penalty 3865.912415 = -12962488.479785
  nChanged 0
		SP:Iteration 87F (8242.510000 sec): 3 clusters
  Score: Raw -12966354.392200 + Penalty 3865.912415 = -12962488.479785
  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 10.68 GB.

 Trying to split cluster 28 (6402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8242.690000 sec): 2 clusters
  Score: Raw -533791.681415 + Penalty 1424.209430 = -532367.471985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8242.930000 sec): 3 clusters
  Score: Raw -530348.077653 + Penalty 2848.418859 = -527499.658794
  nChanged 2655
		SP:Iteration 1F (8243.160000 sec): 3 clusters
  Score: Raw -531969.969197 + Penalty 2848.418859 = -529121.550338
  nChanged 546
		SP:Iteration 2F (8243.350000 sec): 3 clusters
  Score: Raw -532345.118700 + Penalty 2848.418859 = -529496.699840
  nChanged 474
		SP:Iteration 3F (8243.590000 sec): 3 clusters
  Score: Raw -532694.050896 + Penalty 2848.418859 = -529845.632037
  nChanged 432
		SP:Iteration 4F (8243.780000 sec): 3 clusters
  Score: Raw -533039.765608 + Penalty 2848.418859 = -530191.346748
  nChanged 421
		SP:Iteration 5F (8244.060000 sec): 3 clusters
  Score: Raw -533372.504482 + Penalty 2848.418859 = -530524.085623
  nChanged 375
		SP:Iteration 6F (8244.260000 sec): 3 clusters
  Score: Raw -533651.196664 + Penalty 2848.418859 = -530802.777805
  nChanged 283
		SP:Iteration 7Q (8244.490000 sec): 3 clusters
  Score: Raw -533823.538394 + Penalty 2848.418859 = -530975.119535
  nChanged 197
		SP:Iteration 8Q (8244.750000 sec): 3 clusters
  Score: Raw -533911.851857 + Penalty 2848.418859 = -531063.432998
  nChanged 159
		SP:Iteration 9Q (8244.990000 sec): 3 clusters
  Score: Raw -533970.462839 + Penalty 2848.418859 = -531122.043980
  nChanged 101
		SP:Iteration 10Q (8245.290000 sec): 3 clusters
  Score: Raw -534001.400643 + Penalty 2848.418859 = -531152.981784
  nChanged 59
		SP:Iteration 11Q (8245.550000 sec): 3 clusters
  Score: Raw -534016.650058 + Penalty 2848.418859 = -531168.231199
  nChanged 51
		SP:Iteration 12Q (8245.760000 sec): 3 clusters
  Score: Raw -534027.720848 + Penalty 2848.418859 = -531179.301989
  nChanged 34
		SP:Iteration 13Q (8245.970000 sec): 3 clusters
  Score: Raw -534034.708465 + Penalty 2848.418859 = -531186.289605
  nChanged 28
		SP:Iteration 14Q (8246.160000 sec): 3 clusters
  Score: Raw -534040.578418 + Penalty 2848.418859 = -531192.159559
  nChanged 26
		SP:Iteration 15Q (8246.380000 sec): 3 clusters
  Score: Raw -534047.296081 + Penalty 2848.418859 = -531198.877221
  nChanged 26
		SP:Iteration 16Q (8246.640000 sec): 3 clusters
  Score: Raw -534053.356752 + Penalty 2848.418859 = -531204.937893
  nChanged 24
		SP:Iteration 17Q (8246.850000 sec): 3 clusters
  Score: Raw -534058.139365 + Penalty 2848.418859 = -531209.720506
  nChanged 20
		SP:Iteration 18Q (8247.070000 sec): 3 clusters
  Score: Raw -534062.494076 + Penalty 2848.418859 = -531214.075217
  nChanged 12
		SP:Iteration 19Q (8247.260000 sec): 3 clusters
  Score: Raw -534064.277339 + Penalty 2848.418859 = -531215.858480
  nChanged 7
		SP:Iteration 20F (8247.480000 sec): 3 clusters
  Score: Raw -534065.108546 + Penalty 2848.418859 = -531216.689687
  nChanged 7
		SP:Iteration 21Q (8247.670000 sec): 3 clusters
  Score: Raw -534066.207457 + Penalty 2848.418859 = -531217.788598
  nChanged 3
		SP:Iteration 22Q (8247.870000 sec): 3 clusters
  Score: Raw -534066.740058 + Penalty 2848.418859 = -531218.321199
  nChanged 3
		SP:Iteration 23Q (8248.030000 sec): 3 clusters
  Score: Raw -534067.108481 + Penalty 2848.418859 = -531218.689621
  nChanged 2
		SP:Iteration 24Q (8248.280000 sec): 3 clusters
  Score: Raw -534067.274899 + Penalty 2848.418859 = -531218.856039
  nChanged 2
		SP:Iteration 25Q (8248.450000 sec): 3 clusters
  Score: Raw -534067.875500 + Penalty 2848.418859 = -531219.456640
  nChanged 4
		SP:Iteration 26Q (8248.660000 sec): 3 clusters
  Score: Raw -534068.886845 + Penalty 2848.418859 = -531220.467985
  nChanged 5
		SP:Iteration 27Q (8248.860000 sec): 3 clusters
  Score: Raw -534069.907666 + Penalty 2848.418859 = -531221.488807
  nChanged 6
		SP:Iteration 28Q (8249.050000 sec): 3 clusters
  Score: Raw -534070.972828 + Penalty 2848.418859 = -531222.553969
  nChanged 7
		SP:Iteration 29Q (8249.280000 sec): 3 clusters
  Score: Raw -534072.497524 + Penalty 2848.418859 = -531224.078665
  nChanged 6
		SP:Iteration 30Q (8249.510000 sec): 3 clusters
  Score: Raw -534073.407409 + Penalty 2848.418859 = -531224.988550
  nChanged 6
		SP:Iteration 31Q (8249.740000 sec): 3 clusters
  Score: Raw -534074.138968 + Penalty 2848.418859 = -531225.720109
  nChanged 1
		SP:Iteration 32Q (8249.990000 sec): 3 clusters
  Score: Raw -534074.246820 + Penalty 2848.418859 = -531225.827961
  nChanged 1
		SP:Iteration 33Q (8250.190000 sec): 3 clusters
  Score: Raw -534074.318845 + Penalty 2848.418859 = -531225.899986
  nChanged 0
		SP:Iteration 34F (8250.400000 sec): 3 clusters
  Score: Raw -534074.318845 + Penalty 2848.418859 = -531225.899986
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 29 (3607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8250.540000 sec): 2 clusters
  Score: Raw -283906.103864 + Penalty 1330.977648 = -282575.126216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8250.750000 sec): 3 clusters
  Score: Raw -282220.886517 + Penalty 2661.955296 = -279558.931221
  nChanged 1372
		SP:Iteration 1F (8250.900000 sec): 3 clusters
  Score: Raw -283259.991668 + Penalty 2661.955296 = -280598.036371
  nChanged 358
		SP:Iteration 2F (8251.090000 sec): 3 clusters
  Score: Raw -283697.998230 + Penalty 2661.955296 = -281036.042934
  nChanged 313
		SP:Iteration 3F (8251.270000 sec): 3 clusters
  Score: Raw -284018.567371 + Penalty 2661.955296 = -281356.612074
  nChanged 236
		SP:Iteration 4F (8251.470000 sec): 3 clusters
  Score: Raw -284228.748996 + Penalty 2661.955296 = -281566.793699
  nChanged 177
		SP:Iteration 5Q (8251.620000 sec): 3 clusters
  Score: Raw -284350.697208 + Penalty 2661.955296 = -281688.741911
  nChanged 132
		SP:Iteration 6Q (8251.810000 sec): 3 clusters
  Score: Raw -284440.632421 + Penalty 2661.955296 = -281778.677125
  nChanged 106
		SP:Iteration 7Q (8251.980000 sec): 3 clusters
  Score: Raw -284521.687929 + Penalty 2661.955296 = -281859.732633
  nChanged 97
		SP:Iteration 8Q (8252.180000 sec): 3 clusters
  Score: Raw -284583.960543 + Penalty 2661.955296 = -281922.005246
  nChanged 81
		SP:Iteration 9Q (8252.330000 sec): 3 clusters
  Score: Raw -284638.513954 + Penalty 2661.955296 = -281976.558658
  nChanged 61
		SP:Iteration 10Q (8252.530000 sec): 3 clusters
  Score: Raw -284674.104959 + Penalty 2661.955296 = -282012.149663
  nChanged 61
		SP:Iteration 11Q (8252.700000 sec): 3 clusters
  Score: Raw -284706.597285 + Penalty 2661.955296 = -282044.641988
  nChanged 42
		SP:Iteration 12Q (8252.870000 sec): 3 clusters
  Score: Raw -284725.230075 + Penalty 2661.955296 = -282063.274779
  nChanged 39
		SP:Iteration 13Q (8253.060000 sec): 3 clusters
  Score: Raw -284738.663421 + Penalty 2661.955296 = -282076.708125
  nChanged 22
		SP:Iteration 14Q (8253.250000 sec): 3 clusters
  Score: Raw -284749.338964 + Penalty 2661.955296 = -282087.383667
  nChanged 19
		SP:Iteration 15Q (8253.430000 sec): 3 clusters
  Score: Raw -284758.852390 + Penalty 2661.955296 = -282096.897094
  nChanged 18
		SP:Iteration 16Q (8253.600000 sec): 3 clusters
  Score: Raw -284764.721926 + Penalty 2661.955296 = -282102.766630
  nChanged 12
		SP:Iteration 17Q (8253.780000 sec): 3 clusters
  Score: Raw -284769.387731 + Penalty 2661.955296 = -282107.432435
  nChanged 11
		SP:Iteration 18Q (8253.960000 sec): 3 clusters
  Score: Raw -284772.109060 + Penalty 2661.955296 = -282110.153764
  nChanged 6
		SP:Iteration 19Q (8254.150000 sec): 3 clusters
  Score: Raw -284773.353927 + Penalty 2661.955296 = -282111.398631
  nChanged 1
		SP:Iteration 20F (8254.340000 sec): 3 clusters
  Score: Raw -284773.468878 + Penalty 2661.955296 = -282111.513582
  nChanged 1
		SP:Iteration 21Q (8254.570000 sec): 3 clusters
  Score: Raw -284773.816661 + Penalty 2661.955296 = -282111.861365
  nChanged 0
		SP:Iteration 22F (8254.780000 sec): 3 clusters
  Score: Raw -284773.816661 + Penalty 2661.955296 = -282111.861365
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 30 (4023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8254.860000 sec): 2 clusters
  Score: Raw -345770.669518 + Penalty 1348.714765 = -344421.954753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8255.070000 sec): 3 clusters
  Score: Raw -343736.037443 + Penalty 2697.429531 = -341038.607912
  nChanged 1656
		SP:Iteration 1F (8255.300000 sec): 3 clusters
  Score: Raw -344667.242834 + Penalty 2697.429531 = -341969.813303
  nChanged 307
		SP:Iteration 2F (8255.510000 sec): 3 clusters
  Score: Raw -344833.570970 + Penalty 2697.429531 = -342136.141439
  nChanged 188
		SP:Iteration 3Q (8255.680000 sec): 3 clusters
  Score: Raw -344944.237468 + Penalty 2697.429531 = -342246.807937
  nChanged 158
		SP:Iteration 4Q (8255.910000 sec): 3 clusters
  Score: Raw -345022.720745 + Penalty 2697.429531 = -342325.291214
  nChanged 111
		SP:Iteration 5Q (8256.100000 sec): 3 clusters
  Score: Raw -345082.694912 + Penalty 2697.429531 = -342385.265381
  nChanged 107
		SP:Iteration 6Q (8256.330000 sec): 3 clusters
  Score: Raw -345129.614949 + Penalty 2697.429531 = -342432.185418
  nChanged 87
		SP:Iteration 7Q (8256.510000 sec): 3 clusters
  Score: Raw -345167.328520 + Penalty 2697.429531 = -342469.898989
  nChanged 78
		SP:Iteration 8Q (8256.710000 sec): 3 clusters
  Score: Raw -345197.345165 + Penalty 2697.429531 = -342499.915634
  nChanged 72
		SP:Iteration 9Q (8256.960000 sec): 3 clusters
  Score: Raw -345223.866857 + Penalty 2697.429531 = -342526.437326
  nChanged 57
		SP:Iteration 10Q (8257.120000 sec): 3 clusters
  Score: Raw -345244.112410 + Penalty 2697.429531 = -342546.682879
  nChanged 59
		SP:Iteration 11Q (8257.340000 sec): 3 clusters
  Score: Raw -345262.164219 + Penalty 2697.429531 = -342564.734688
  nChanged 51
		SP:Iteration 12Q (8257.510000 sec): 3 clusters
  Score: Raw -345279.977577 + Penalty 2697.429531 = -342582.548046
  nChanged 46
		SP:Iteration 13Q (8257.760000 sec): 3 clusters
  Score: Raw -345297.160318 + Penalty 2697.429531 = -342599.730787
  nChanged 61
		SP:Iteration 14Q (8257.990000 sec): 3 clusters
  Score: Raw -345319.397437 + Penalty 2697.429531 = -342621.967907
  nChanged 60
		SP:Iteration 15Q (8258.210000 sec): 3 clusters
  Score: Raw -345348.069629 + Penalty 2697.429531 = -342650.640098
  nChanged 65
		SP:Iteration 16Q (8258.420000 sec): 3 clusters
  Score: Raw -345379.538030 + Penalty 2697.429531 = -342682.108500
  nChanged 82
		SP:Iteration 17Q (8258.630000 sec): 3 clusters
  Score: Raw -345414.458572 + Penalty 2697.429531 = -342717.029041
  nChanged 77
		SP:Iteration 18Q (8258.860000 sec): 3 clusters
  Score: Raw -345444.017802 + Penalty 2697.429531 = -342746.588271
  nChanged 56
		SP:Iteration 19Q (8259.090000 sec): 3 clusters
  Score: Raw -345465.936841 + Penalty 2697.429531 = -342768.507310
  nChanged 52
		SP:Iteration 20F (8259.270000 sec): 3 clusters
  Score: Raw -345489.677084 + Penalty 2697.429531 = -342792.247553
  nChanged 58
		SP:Iteration 21Q (8259.450000 sec): 3 clusters
  Score: Raw -345518.245131 + Penalty 2697.429531 = -342820.815600
  nChanged 56
		SP:Iteration 22Q (8259.660000 sec): 3 clusters
  Score: Raw -345542.310405 + Penalty 2697.429531 = -342844.880874
  nChanged 56
		SP:Iteration 23Q (8259.850000 sec): 3 clusters
  Score: Raw -345563.640743 + Penalty 2697.429531 = -342866.211213
  nChanged 51
		SP:Iteration 24Q (8260.030000 sec): 3 clusters
  Score: Raw -345587.711966 + Penalty 2697.429531 = -342890.282435
  nChanged 58
		SP:Iteration 25Q (8260.220000 sec): 3 clusters
  Score: Raw -345610.545809 + Penalty 2697.429531 = -342913.116278
  nChanged 60
		SP:Iteration 26Q (8260.370000 sec): 3 clusters
  Score: Raw -345634.552932 + Penalty 2697.429531 = -342937.123401
  nChanged 55
		SP:Iteration 27Q (8260.590000 sec): 3 clusters
  Score: Raw -345661.735399 + Penalty 2697.429531 = -342964.305868
  nChanged 59
		SP:Iteration 28Q (8260.810000 sec): 3 clusters
  Score: Raw -345690.322629 + Penalty 2697.429531 = -342992.893098
  nChanged 55
		SP:Iteration 29Q (8261.010000 sec): 3 clusters
  Score: Raw -345718.142681 + Penalty 2697.429531 = -343020.713150
  nChanged 49
		SP:Iteration 30Q (8261.180000 sec): 3 clusters
  Score: Raw -345740.305596 + Penalty 2697.429531 = -343042.876065
  nChanged 49
		SP:Iteration 31Q (8261.330000 sec): 3 clusters
  Score: Raw -345761.846127 + Penalty 2697.429531 = -343064.416596
  nChanged 47
		SP:Iteration 32Q (8261.540000 sec): 3 clusters
  Score: Raw -345783.425572 + Penalty 2697.429531 = -343085.996042
  nChanged 49
		SP:Iteration 33Q (8261.760000 sec): 3 clusters
  Score: Raw -345806.432081 + Penalty 2697.429531 = -343109.002550
  nChanged 40
		SP:Iteration 34Q (8261.930000 sec): 3 clusters
  Score: Raw -345823.185111 + Penalty 2697.429531 = -343125.755580
  nChanged 28
		SP:Iteration 35Q (8262.120000 sec): 3 clusters
  Score: Raw -345833.640977 + Penalty 2697.429531 = -343136.211447
  nChanged 28
		SP:Iteration 36Q (8262.360000 sec): 3 clusters
  Score: Raw -345842.737694 + Penalty 2697.429531 = -343145.308163
  nChanged 19
		SP:Iteration 37Q (8262.550000 sec): 3 clusters
  Score: Raw -345849.910639 + Penalty 2697.429531 = -343152.481108
  nChanged 25
		SP:Iteration 38Q (8262.720000 sec): 3 clusters
  Score: Raw -345860.313038 + Penalty 2697.429531 = -343162.883507
  nChanged 26
		SP:Iteration 39Q (8262.920000 sec): 3 clusters
  Score: Raw -345869.554984 + Penalty 2697.429531 = -343172.125453
  nChanged 19
		SP:Iteration 40F (8263.080000 sec): 3 clusters
  Score: Raw -345874.854629 + Penalty 2697.429531 = -343177.425098
  nChanged 11
		SP:Iteration 41Q (8263.290000 sec): 3 clusters
  Score: Raw -345877.357886 + Penalty 2697.429531 = -343179.928356
  nChanged 5
		SP:Iteration 42Q (8263.460000 sec): 3 clusters
  Score: Raw -345878.397560 + Penalty 2697.429531 = -343180.968029
  nChanged 1
		SP:Iteration 43Q (8263.670000 sec): 3 clusters
  Score: Raw -345878.658278 + Penalty 2697.429531 = -343181.228747
  nChanged 5
		SP:Iteration 44Q (8263.880000 sec): 3 clusters
  Score: Raw -345880.399095 + Penalty 2697.429531 = -343182.969564
  nChanged 4
		SP:Iteration 45Q (8264.020000 sec): 3 clusters
  Score: Raw -345881.048523 + Penalty 2697.429531 = -343183.618992
  nChanged 0
		SP:Iteration 46F (8264.220000 sec): 3 clusters
  Score: Raw -345881.048523 + Penalty 2697.429531 = -343183.618992
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 31 (3559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8264.310000 sec): 2 clusters
  Score: Raw -271063.988872 + Penalty 1328.800669 = -269735.188203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8264.520000 sec): 3 clusters
  Score: Raw -269466.963022 + Penalty 2657.601338 = -266809.361684
  nChanged 1420
		SP:Iteration 1F (8264.730000 sec): 3 clusters
  Score: Raw -271174.706235 + Penalty 2657.601338 = -268517.104897
  nChanged 455
		SP:Iteration 2F (8264.890000 sec): 3 clusters
  Score: Raw -271758.837775 + Penalty 2657.601338 = -269101.236437
  nChanged 273
		SP:Iteration 3F (8265.110000 sec): 3 clusters
  Score: Raw -272043.309561 + Penalty 2657.601338 = -269385.708223
  nChanged 213
		SP:Iteration 4F (8265.320000 sec): 3 clusters
  Score: Raw -272259.988267 + Penalty 2657.601338 = -269602.386930
  nChanged 130
		SP:Iteration 5Q (8265.590000 sec): 3 clusters
  Score: Raw -272372.026532 + Penalty 2657.601338 = -269714.425194
  nChanged 94
		SP:Iteration 6Q (8265.760000 sec): 3 clusters
  Score: Raw -272439.932144 + Penalty 2657.601338 = -269782.330807
  nChanged 55
		SP:Iteration 7Q (8265.980000 sec): 3 clusters
  Score: Raw -272477.934516 + Penalty 2657.601338 = -269820.333178
  nChanged 38
		SP:Iteration 8Q (8266.130000 sec): 3 clusters
  Score: Raw -272501.682142 + Penalty 2657.601338 = -269844.080804
  nChanged 35
		SP:Iteration 9Q (8266.340000 sec): 3 clusters
  Score: Raw -272523.935211 + Penalty 2657.601338 = -269866.333874
  nChanged 31
		SP:Iteration 10Q (8266.540000 sec): 3 clusters
  Score: Raw -272546.396468 + Penalty 2657.601338 = -269888.795130
  nChanged 28
		SP:Iteration 11Q (8266.710000 sec): 3 clusters
  Score: Raw -272566.377594 + Penalty 2657.601338 = -269908.776256
  nChanged 25
		SP:Iteration 12Q (8266.900000 sec): 3 clusters
  Score: Raw -272586.005026 + Penalty 2657.601338 = -269928.403688
  nChanged 19
		SP:Iteration 13Q (8267.040000 sec): 3 clusters
  Score: Raw -272607.254850 + Penalty 2657.601338 = -269949.653512
  nChanged 18
		SP:Iteration 14Q (8267.230000 sec): 3 clusters
  Score: Raw -272626.081009 + Penalty 2657.601338 = -269968.479671
  nChanged 16
		SP:Iteration 15Q (8267.420000 sec): 3 clusters
  Score: Raw -272637.830191 + Penalty 2657.601338 = -269980.228853
  nChanged 11
		SP:Iteration 16Q (8267.610000 sec): 3 clusters
  Score: Raw -272650.017727 + Penalty 2657.601338 = -269992.416389
  nChanged 17
		SP:Iteration 17Q (8267.820000 sec): 3 clusters
  Score: Raw -272669.403192 + Penalty 2657.601338 = -270011.801854
  nChanged 8
		SP:Iteration 18Q (8268.030000 sec): 3 clusters
  Score: Raw -272675.874407 + Penalty 2657.601338 = -270018.273069
  nChanged 6
		SP:Iteration 19Q (8268.220000 sec): 3 clusters
  Score: Raw -272681.005593 + Penalty 2657.601338 = -270023.404256
  nChanged 2
		SP:Iteration 20F (8268.390000 sec): 3 clusters
  Score: Raw -272681.764074 + Penalty 2657.601338 = -270024.162736
  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 10.68 GB.

 Trying to split cluster 32 (37009 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8268.680000 sec): 2 clusters
  Score: Raw -3121484.348748 + Penalty 1709.323916 = -3119775.024832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8269.000000 sec): 3 clusters
  Score: Raw -3098518.559202 + Penalty 3418.647832 = -3095099.911371
  nChanged 17162
		SP:Iteration 1F (8269.390000 sec): 3 clusters
  Score: Raw -3107890.465614 + Penalty 3418.647832 = -3104471.817782
  nChanged 1408
		SP:Iteration 2Q (8269.700000 sec): 3 clusters
  Score: Raw -3108223.575255 + Penalty 3418.647832 = -3104804.927423
  nChanged 1293
		SP:Iteration 3Q (8270.100000 sec): 3 clusters
  Score: Raw -3108528.336735 + Penalty 3418.647832 = -3105109.688904
  nChanged 1136
		SP:Iteration 4Q (8270.470000 sec): 3 clusters
  Score: Raw -3108793.171207 + Penalty 3418.647832 = -3105374.523376
  nChanged 1104
		SP:Iteration 5Q (8270.890000 sec): 3 clusters
  Score: Raw -3109078.999543 + Penalty 3418.647832 = -3105660.351712
  nChanged 1262
		SP:Iteration 6Q (8271.230000 sec): 3 clusters
  Score: Raw -3109474.017577 + Penalty 3418.647832 = -3106055.369745
  nChanged 1493
		SP:Iteration 7Q (8271.590000 sec): 3 clusters
  Score: Raw -3110041.858037 + Penalty 3418.647832 = -3106623.210205
  nChanged 1882
		SP:Iteration 8F (8271.930000 sec): 3 clusters
  Score: Raw -3110989.730680 + Penalty 3418.647832 = -3107571.082848
  nChanged 2382
		SP:Iteration 9F (8272.340000 sec): 3 clusters
  Score: Raw -3112512.396491 + Penalty 3418.647832 = -3109093.748660
  nChanged 2825
		SP:Iteration 10F (8272.680000 sec): 3 clusters
  Score: Raw -3114775.109608 + Penalty 3418.647832 = -3111356.461776
  nChanged 2890
		SP:Iteration 11F (8273.040000 sec): 3 clusters
  Score: Raw -3117452.062073 + Penalty 3418.647832 = -3114033.414242
  nChanged 2265
		SP:Iteration 12F (8273.430000 sec): 3 clusters
  Score: Raw -3119649.041913 + Penalty 3418.647832 = -3116230.394082
  nChanged 1229
		SP:Iteration 13Q (8273.860000 sec): 3 clusters
  Score: Raw -3120826.484689 + Penalty 3418.647832 = -3117407.836857
  nChanged 521
		SP:Iteration 14Q (8274.220000 sec): 3 clusters
  Score: Raw -3121327.371778 + Penalty 3418.647832 = -3117908.723946
  nChanged 164
		SP:Iteration 15Q (8274.560000 sec): 3 clusters
  Score: Raw -3121514.126049 + Penalty 3418.647832 = -3118095.478217
  nChanged 55
		SP:Iteration 16Q (8274.910000 sec): 3 clusters
  Score: Raw -3121583.753346 + Penalty 3418.647832 = -3118165.105514
  nChanged 21
		SP:Iteration 17Q (8275.230000 sec): 3 clusters
  Score: Raw -3121620.722272 + Penalty 3418.647832 = -3118202.074441
  nChanged 11
		SP:Iteration 18Q (8275.550000 sec): 3 clusters
  Score: Raw -3121640.233126 + Penalty 3418.647832 = -3118221.585295
  nChanged 11
		SP:Iteration 19Q (8275.910000 sec): 3 clusters
  Score: Raw -3121658.475221 + Penalty 3418.647832 = -3118239.827390
  nChanged 5
		SP:Iteration 20F (8276.260000 sec): 3 clusters
  Score: Raw -3121665.099830 + Penalty 3418.647832 = -3118246.451998
  nChanged 2
		SP:Iteration 21Q (8276.580000 sec): 3 clusters
  Score: Raw -3121670.608026 + Penalty 3418.647832 = -3118251.960195
  nChanged 3
		SP:Iteration 22Q (8276.930000 sec): 3 clusters
  Score: Raw -3121674.887535 + Penalty 3418.647832 = -3118256.239703
  nChanged 2
		SP:Iteration 23Q (8277.260000 sec): 3 clusters
  Score: Raw -3121681.536487 + Penalty 3418.647832 = -3118262.888656
  nChanged 3
		SP:Iteration 24Q (8277.630000 sec): 3 clusters
  Score: Raw -3121689.761777 + Penalty 3418.647832 = -3118271.113945
  nChanged 2
		SP:Iteration 25Q (8277.920000 sec): 3 clusters
  Score: Raw -3121692.178695 + Penalty 3418.647832 = -3118273.530863
  nChanged 2
		SP:Iteration 26Q (8278.260000 sec): 3 clusters
  Score: Raw -3121696.324614 + Penalty 3418.647832 = -3118277.676782
  nChanged 3
		SP:Iteration 27Q (8278.640000 sec): 3 clusters
  Score: Raw -3121701.776414 + Penalty 3418.647832 = -3118283.128583
  nChanged 2
		SP:Iteration 28Q (8278.980000 sec): 3 clusters
  Score: Raw -3121705.250496 + Penalty 3418.647832 = -3118286.602664
  nChanged 0
		SP:Iteration 29F (8279.320000 sec): 3 clusters
  Score: Raw -3121705.250496 + Penalty 3418.647832 = -3118286.602664
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 33 (3775 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8279.470000 sec): 2 clusters
  Score: Raw -269591.139622 + Penalty 1338.375295 = -268252.764327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8279.640000 sec): 3 clusters
  Score: Raw -267755.491539 + Penalty 2676.750590 = -265078.740949
  nChanged 1506
		SP:Iteration 1F (8279.910000 sec): 3 clusters
  Score: Raw -268760.817609 + Penalty 2676.750590 = -266084.067019
  nChanged 357
		SP:Iteration 2F (8280.080000 sec): 3 clusters
  Score: Raw -269097.212836 + Penalty 2676.750590 = -266420.462246
  nChanged 304
		SP:Iteration 3F (8280.330000 sec): 3 clusters
  Score: Raw -269382.879811 + Penalty 2676.750590 = -266706.129221
  nChanged 251
		SP:Iteration 4F (8280.550000 sec): 3 clusters
  Score: Raw -269614.937311 + Penalty 2676.750590 = -266938.186721
  nChanged 209
		SP:Iteration 5F (8280.750000 sec): 3 clusters
  Score: Raw -269798.498807 + Penalty 2676.750590 = -267121.748217
  nChanged 183
		SP:Iteration 6Q (8280.950000 sec): 3 clusters
  Score: Raw -269966.744018 + Penalty 2676.750590 = -267289.993428
  nChanged 133
		SP:Iteration 7Q (8281.180000 sec): 3 clusters
  Score: Raw -270087.597784 + Penalty 2676.750590 = -267410.847194
  nChanged 135
		SP:Iteration 8Q (8281.410000 sec): 3 clusters
  Score: Raw -270188.774177 + Penalty 2676.750590 = -267512.023587
  nChanged 90
		SP:Iteration 9Q (8281.560000 sec): 3 clusters
  Score: Raw -270246.901237 + Penalty 2676.750590 = -267570.150647
  nChanged 69
		SP:Iteration 10Q (8281.820000 sec): 3 clusters
  Score: Raw -270283.993664 + Penalty 2676.750590 = -267607.243074
  nChanged 45
		SP:Iteration 11Q (8282.010000 sec): 3 clusters
  Score: Raw -270311.328657 + Penalty 2676.750590 = -267634.578067
  nChanged 39
		SP:Iteration 12Q (8282.210000 sec): 3 clusters
  Score: Raw -270336.880939 + Penalty 2676.750590 = -267660.130349
  nChanged 37
		SP:Iteration 13Q (8282.430000 sec): 3 clusters
  Score: Raw -270351.796986 + Penalty 2676.750590 = -267675.046396
  nChanged 36
		SP:Iteration 14Q (8282.650000 sec): 3 clusters
  Score: Raw -270370.807624 + Penalty 2676.750590 = -267694.057034
  nChanged 35
		SP:Iteration 15Q (8282.810000 sec): 3 clusters
  Score: Raw -270386.395592 + Penalty 2676.750590 = -267709.645002
  nChanged 31
		SP:Iteration 16Q (8283.070000 sec): 3 clusters
  Score: Raw -270400.199920 + Penalty 2676.750590 = -267723.449330
  nChanged 32
		SP:Iteration 17Q (8283.280000 sec): 3 clusters
  Score: Raw -270410.574206 + Penalty 2676.750590 = -267733.823616
  nChanged 27
		SP:Iteration 18Q (8283.460000 sec): 3 clusters
  Score: Raw -270431.303557 + Penalty 2676.750590 = -267754.552967
  nChanged 25
		SP:Iteration 19Q (8283.670000 sec): 3 clusters
  Score: Raw -270451.233016 + Penalty 2676.750590 = -267774.482426
  nChanged 29
		SP:Iteration 20F (8283.900000 sec): 3 clusters
  Score: Raw -270478.564780 + Penalty 2676.750590 = -267801.814190
  nChanged 23
		SP:Iteration 21Q (8284.120000 sec): 3 clusters
  Score: Raw -270501.046472 + Penalty 2676.750590 = -267824.295882
  nChanged 22
		SP:Iteration 22Q (8284.350000 sec): 3 clusters
  Score: Raw -270511.288283 + Penalty 2676.750590 = -267834.537693
  nChanged 17
		SP:Iteration 23Q (8284.530000 sec): 3 clusters
  Score: Raw -270516.794205 + Penalty 2676.750590 = -267840.043615
  nChanged 14
		SP:Iteration 24Q (8284.770000 sec): 3 clusters
  Score: Raw -270520.705878 + Penalty 2676.750590 = -267843.955287
  nChanged 8
		SP:Iteration 25Q (8284.980000 sec): 3 clusters
  Score: Raw -270522.228827 + Penalty 2676.750590 = -267845.478237
  nChanged 4
		SP:Iteration 26Q (8285.170000 sec): 3 clusters
  Score: Raw -270523.391555 + Penalty 2676.750590 = -267846.640965
  nChanged 3
		SP:Iteration 27Q (8285.360000 sec): 3 clusters
  Score: Raw -270523.819423 + Penalty 2676.750590 = -267847.068833
  nChanged 4
		SP:Iteration 28Q (8285.570000 sec): 3 clusters
  Score: Raw -270524.576660 + Penalty 2676.750590 = -267847.826070
  nChanged 3
		SP:Iteration 29Q (8285.780000 sec): 3 clusters
  Score: Raw -270525.319199 + Penalty 2676.750590 = -267848.568609
  nChanged 0
		SP:Iteration 30F (8285.950000 sec): 3 clusters
  Score: Raw -270525.319199 + Penalty 2676.750590 = -267848.568609
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 34 (24232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8286.200000 sec): 2 clusters
  Score: Raw -2049343.280471 + Penalty 1640.507270 = -2047702.773202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8286.490000 sec): 3 clusters
  Score: Raw -2034584.430750 + Penalty 3281.014540 = -2031303.416210
  nChanged 11148
		SP:Iteration 1F (8286.760000 sec): 3 clusters
  Score: Raw -2040727.415472 + Penalty 3281.014540 = -2037446.400932
  nChanged 1139
		SP:Iteration 2Q (8287.030000 sec): 3 clusters
  Score: Raw -2041202.541901 + Penalty 3281.014540 = -2037921.527361
  nChanged 1132
		SP:Iteration 3Q (8287.350000 sec): 3 clusters
  Score: Raw -2041762.481966 + Penalty 3281.014540 = -2038481.467426
  nChanged 1247
		SP:Iteration 4F (8287.650000 sec): 3 clusters
  Score: Raw -2042536.103258 + Penalty 3281.014540 = -2039255.088718
  nChanged 1444
		SP:Iteration 5F (8287.910000 sec): 3 clusters
  Score: Raw -2043627.319403 + Penalty 3281.014540 = -2040346.304863
  nChanged 1612
		SP:Iteration 6F (8288.240000 sec): 3 clusters
  Score: Raw -2044901.466737 + Penalty 3281.014540 = -2041620.452197
  nChanged 1615
		SP:Iteration 7F (8288.510000 sec): 3 clusters
  Score: Raw -2046102.767140 + Penalty 3281.014540 = -2042821.752600
  nChanged 1423
		SP:Iteration 8F (8288.820000 sec): 3 clusters
  Score: Raw -2046904.692752 + Penalty 3281.014540 = -2043623.678212
  nChanged 1019
		SP:Iteration 9Q (8289.070000 sec): 3 clusters
  Score: Raw -2047305.509262 + Penalty 3281.014540 = -2044024.494722
  nChanged 667
		SP:Iteration 10Q (8289.390000 sec): 3 clusters
  Score: Raw -2047485.931688 + Penalty 3281.014540 = -2044204.917149
  nChanged 449
		SP:Iteration 11Q (8289.650000 sec): 3 clusters
  Score: Raw -2047582.850378 + Penalty 3281.014540 = -2044301.835839
  nChanged 291
		SP:Iteration 12Q (8289.950000 sec): 3 clusters
  Score: Raw -2047636.073462 + Penalty 3281.014540 = -2044355.058922
  nChanged 208
		SP:Iteration 13Q (8290.270000 sec): 3 clusters
  Score: Raw -2047667.098179 + Penalty 3281.014540 = -2044386.083639
  nChanged 195
		SP:Iteration 14Q (8290.580000 sec): 3 clusters
  Score: Raw -2047690.394631 + Penalty 3281.014540 = -2044409.380091
  nChanged 146
		SP:Iteration 15Q (8290.930000 sec): 3 clusters
  Score: Raw -2047707.666938 + Penalty 3281.014540 = -2044426.652398
  nChanged 111
		SP:Iteration 16Q (8291.230000 sec): 3 clusters
  Score: Raw -2047720.412680 + Penalty 3281.014540 = -2044439.398141
  nChanged 108
		SP:Iteration 17Q (8291.590000 sec): 3 clusters
  Score: Raw -2047732.564720 + Penalty 3281.014540 = -2044451.550181
  nChanged 102
		SP:Iteration 18Q (8291.890000 sec): 3 clusters
  Score: Raw -2047743.131813 + Penalty 3281.014540 = -2044462.117273
  nChanged 100
		SP:Iteration 19Q (8292.190000 sec): 3 clusters
  Score: Raw -2047753.424537 + Penalty 3281.014540 = -2044472.409998
  nChanged 96
		SP:Iteration 20F (8292.490000 sec): 3 clusters
  Score: Raw -2047764.582466 + Penalty 3281.014540 = -2044483.567926
  nChanged 87
		SP:Iteration 21Q (8292.810000 sec): 3 clusters
  Score: Raw -2047772.606863 + Penalty 3281.014540 = -2044491.592323
  nChanged 80
		SP:Iteration 22Q (8293.090000 sec): 3 clusters
  Score: Raw -2047778.979392 + Penalty 3281.014540 = -2044497.964853
  nChanged 74
		SP:Iteration 23Q (8293.410000 sec): 3 clusters
  Score: Raw -2047785.186486 + Penalty 3281.014540 = -2044504.171946
  nChanged 58
		SP:Iteration 24Q (8293.710000 sec): 3 clusters
  Score: Raw -2047789.721312 + Penalty 3281.014540 = -2044508.706773
  nChanged 55
		SP:Iteration 25Q (8294.030000 sec): 3 clusters
  Score: Raw -2047794.573286 + Penalty 3281.014540 = -2044513.558747
  nChanged 52
		SP:Iteration 26Q (8294.280000 sec): 3 clusters
  Score: Raw -2047798.811449 + Penalty 3281.014540 = -2044517.796909
  nChanged 59
		SP:Iteration 27Q (8294.570000 sec): 3 clusters
  Score: Raw -2047802.996517 + Penalty 3281.014540 = -2044521.981977
  nChanged 52
		SP:Iteration 28Q (8294.830000 sec): 3 clusters
  Score: Raw -2047806.185311 + Penalty 3281.014540 = -2044525.170771
  nChanged 40
		SP:Iteration 29Q (8295.080000 sec): 3 clusters
  Score: Raw -2047809.025819 + Penalty 3281.014540 = -2044528.011279
  nChanged 42
		SP:Iteration 30Q (8295.380000 sec): 3 clusters
  Score: Raw -2047812.069294 + Penalty 3281.014540 = -2044531.054754
  nChanged 47
		SP:Iteration 31Q (8295.710000 sec): 3 clusters
  Score: Raw -2047815.645625 + Penalty 3281.014540 = -2044534.631085
  nChanged 37
		SP:Iteration 32Q (8296.020000 sec): 3 clusters
  Score: Raw -2047818.331253 + Penalty 3281.014540 = -2044537.316714
  nChanged 30
		SP:Iteration 33Q (8296.290000 sec): 3 clusters
  Score: Raw -2047820.612370 + Penalty 3281.014540 = -2044539.597831
  nChanged 39
		SP:Iteration 34Q (8296.640000 sec): 3 clusters
  Score: Raw -2047823.440979 + Penalty 3281.014540 = -2044542.426439
  nChanged 37
		SP:Iteration 35Q (8296.990000 sec): 3 clusters
  Score: Raw -2047826.229576 + Penalty 3281.014540 = -2044545.215036
  nChanged 41
		SP:Iteration 36Q (8297.290000 sec): 3 clusters
  Score: Raw -2047828.898776 + Penalty 3281.014540 = -2044547.884237
  nChanged 39
		SP:Iteration 37Q (8297.590000 sec): 3 clusters
  Score: Raw -2047831.222898 + Penalty 3281.014540 = -2044550.208358
  nChanged 33
		SP:Iteration 38Q (8297.910000 sec): 3 clusters
  Score: Raw -2047833.155341 + Penalty 3281.014540 = -2044552.140802
  nChanged 29
		SP:Iteration 39Q (8298.190000 sec): 3 clusters
  Score: Raw -2047835.176880 + Penalty 3281.014540 = -2044554.162340
  nChanged 28
		SP:Iteration 40F (8298.560000 sec): 3 clusters
  Score: Raw -2047836.901635 + Penalty 3281.014540 = -2044555.887095
  nChanged 30
		SP:Iteration 41Q (8298.920000 sec): 3 clusters
  Score: Raw -2047838.905342 + Penalty 3281.014540 = -2044557.890802
  nChanged 34
		SP:Iteration 42Q (8299.210000 sec): 3 clusters
  Score: Raw -2047841.203999 + Penalty 3281.014540 = -2044560.189459
  nChanged 34
		SP:Iteration 43Q (8299.550000 sec): 3 clusters
  Score: Raw -2047843.222509 + Penalty 3281.014540 = -2044562.207969
  nChanged 37
		SP:Iteration 44Q (8299.850000 sec): 3 clusters
  Score: Raw -2047845.954693 + Penalty 3281.014540 = -2044564.940153
  nChanged 37
		SP:Iteration 45Q (8300.170000 sec): 3 clusters
  Score: Raw -2047848.990846 + Penalty 3281.014540 = -2044567.976306
  nChanged 46
		SP:Iteration 46Q (8300.500000 sec): 3 clusters
  Score: Raw -2047852.301983 + Penalty 3281.014540 = -2044571.287444
  nChanged 46
		SP:Iteration 47Q (8300.810000 sec): 3 clusters
  Score: Raw -2047856.474677 + Penalty 3281.014540 = -2044575.460138
  nChanged 45
		SP:Iteration 48Q (8301.140000 sec): 3 clusters
  Score: Raw -2047860.641661 + Penalty 3281.014540 = -2044579.627121
  nChanged 37
		SP:Iteration 49Q (8301.430000 sec): 3 clusters
  Score: Raw -2047863.341187 + Penalty 3281.014540 = -2044582.326648
  nChanged 35
		SP:Iteration 50Q (8301.770000 sec): 3 clusters
  Score: Raw -2047865.925192 + Penalty 3281.014540 = -2044584.910652
  nChanged 40
		SP:Iteration 51Q (8302.090000 sec): 3 clusters
  Score: Raw -2047868.649462 + Penalty 3281.014540 = -2044587.634922
  nChanged 36
		SP:Iteration 52Q (8302.380000 sec): 3 clusters
  Score: Raw -2047871.251103 + Penalty 3281.014540 = -2044590.236563
  nChanged 42
		SP:Iteration 53Q (8302.690000 sec): 3 clusters
  Score: Raw -2047874.395082 + Penalty 3281.014540 = -2044593.380543
  nChanged 47
		SP:Iteration 54Q (8302.960000 sec): 3 clusters
  Score: Raw -2047878.370768 + Penalty 3281.014540 = -2044597.356229
  nChanged 41
		SP:Iteration 55Q (8303.250000 sec): 3 clusters
  Score: Raw -2047882.425049 + Penalty 3281.014540 = -2044601.410510
  nChanged 47
		SP:Iteration 56Q (8303.560000 sec): 3 clusters
  Score: Raw -2047886.694664 + Penalty 3281.014540 = -2044605.680124
  nChanged 46
		SP:Iteration 57Q (8303.900000 sec): 3 clusters
  Score: Raw -2047890.436458 + Penalty 3281.014540 = -2044609.421919
  nChanged 46
		SP:Iteration 58Q (8304.190000 sec): 3 clusters
  Score: Raw -2047893.474359 + Penalty 3281.014540 = -2044612.459819
  nChanged 36
		SP:Iteration 59Q (8304.530000 sec): 3 clusters
  Score: Raw -2047895.808713 + Penalty 3281.014540 = -2044614.794173
  nChanged 37
		SP:Iteration 60F (8304.840000 sec): 3 clusters
  Score: Raw -2047898.139861 + Penalty 3281.014540 = -2044617.125321
  nChanged 30
		SP:Iteration 61Q (8305.100000 sec): 3 clusters
  Score: Raw -2047900.617483 + Penalty 3281.014540 = -2044619.602944
  nChanged 41
		SP:Iteration 62Q (8305.420000 sec): 3 clusters
  Score: Raw -2047903.968958 + Penalty 3281.014540 = -2044622.954419
  nChanged 48
		SP:Iteration 63Q (8305.730000 sec): 3 clusters
  Score: Raw -2047907.397565 + Penalty 3281.014540 = -2044626.383025
  nChanged 36
		SP:Iteration 64Q (8306.050000 sec): 3 clusters
  Score: Raw -2047910.175618 + Penalty 3281.014540 = -2044629.161078
  nChanged 47
		SP:Iteration 65Q (8306.350000 sec): 3 clusters
  Score: Raw -2047914.991577 + Penalty 3281.014540 = -2044633.977037
  nChanged 54
		SP:Iteration 66Q (8306.630000 sec): 3 clusters
  Score: Raw -2047921.828356 + Penalty 3281.014540 = -2044640.813816
  nChanged 75
		SP:Iteration 67Q (8306.940000 sec): 3 clusters
  Score: Raw -2047932.648887 + Penalty 3281.014540 = -2044651.634347
  nChanged 88
		SP:Iteration 68Q (8307.230000 sec): 3 clusters
  Score: Raw -2047943.642829 + Penalty 3281.014540 = -2044662.628289
  nChanged 88
		SP:Iteration 69Q (8307.530000 sec): 3 clusters
  Score: Raw -2047954.127948 + Penalty 3281.014540 = -2044673.113408
  nChanged 72
		SP:Iteration 70Q (8307.850000 sec): 3 clusters
  Score: Raw -2047962.788098 + Penalty 3281.014540 = -2044681.773559
  nChanged 67
		SP:Iteration 71Q (8308.140000 sec): 3 clusters
  Score: Raw -2047969.299220 + Penalty 3281.014540 = -2044688.284680
  nChanged 44
		SP:Iteration 72Q (8308.510000 sec): 3 clusters
  Score: Raw -2047973.475493 + Penalty 3281.014540 = -2044692.460954
  nChanged 50
		SP:Iteration 73Q (8308.800000 sec): 3 clusters
  Score: Raw -2047977.782788 + Penalty 3281.014540 = -2044696.768248
  nChanged 55
		SP:Iteration 74Q (8309.120000 sec): 3 clusters
  Score: Raw -2047983.798146 + Penalty 3281.014540 = -2044702.783607
  nChanged 68
		SP:Iteration 75Q (8309.430000 sec): 3 clusters
  Score: Raw -2047991.105404 + Penalty 3281.014540 = -2044710.090864
  nChanged 61
		SP:Iteration 76Q (8309.710000 sec): 3 clusters
  Score: Raw -2047998.304323 + Penalty 3281.014540 = -2044717.289783
  nChanged 63
		SP:Iteration 77Q (8310.010000 sec): 3 clusters
  Score: Raw -2048007.547853 + Penalty 3281.014540 = -2044726.533313
  nChanged 79
		SP:Iteration 78Q (8310.360000 sec): 3 clusters
  Score: Raw -2048021.259018 + Penalty 3281.014540 = -2044740.244478
  nChanged 106
		SP:Iteration 79Q (8310.660000 sec): 3 clusters
  Score: Raw -2048046.125563 + Penalty 3281.014540 = -2044765.111024
  nChanged 124
		SP:Iteration 80F (8310.950000 sec): 3 clusters
  Score: Raw -2048070.163403 + Penalty 3281.014540 = -2044789.148863
  nChanged 113
		SP:Iteration 81Q (8311.260000 sec): 3 clusters
  Score: Raw -2048093.550338 + Penalty 3281.014540 = -2044812.535799
  nChanged 128
		SP:Iteration 82Q (8311.600000 sec): 3 clusters
  Score: Raw -2048119.141930 + Penalty 3281.014540 = -2044838.127390
  nChanged 149
		SP:Iteration 83Q (8311.900000 sec): 3 clusters
  Score: Raw -2048149.980209 + Penalty 3281.014540 = -2044868.965670
  nChanged 159
		SP:Iteration 84Q (8312.220000 sec): 3 clusters
  Score: Raw -2048182.585497 + Penalty 3281.014540 = -2044901.570957
  nChanged 171
		SP:Iteration 85Q (8312.560000 sec): 3 clusters
  Score: Raw -2048217.265847 + Penalty 3281.014540 = -2044936.251307
  nChanged 170
		SP:Iteration 86Q (8312.850000 sec): 3 clusters
  Score: Raw -2048262.973809 + Penalty 3281.014540 = -2044981.959269
  nChanged 174
		SP:Iteration 87Q (8313.160000 sec): 3 clusters
  Score: Raw -2048314.475551 + Penalty 3281.014540 = -2045033.461011
  nChanged 190
		SP:Iteration 88Q (8313.420000 sec): 3 clusters
  Score: Raw -2048373.024635 + Penalty 3281.014540 = -2045092.010095
  nChanged 199
		SP:Iteration 89Q (8313.710000 sec): 3 clusters
  Score: Raw -2048428.126101 + Penalty 3281.014540 = -2045147.111562
  nChanged 194
		SP:Iteration 90Q (8313.990000 sec): 3 clusters
  Score: Raw -2048488.661962 + Penalty 3281.014540 = -2045207.647423
  nChanged 193
		SP:Iteration 91Q (8314.310000 sec): 3 clusters
  Score: Raw -2048546.096406 + Penalty 3281.014540 = -2045265.081866
  nChanged 203
		SP:Iteration 92Q (8314.590000 sec): 3 clusters
  Score: Raw -2048603.514164 + Penalty 3281.014540 = -2045322.499624
  nChanged 199
		SP:Iteration 93Q (8314.910000 sec): 3 clusters
  Score: Raw -2048656.617064 + Penalty 3281.014540 = -2045375.602525
  nChanged 194
		SP:Iteration 94Q (8315.250000 sec): 3 clusters
  Score: Raw -2048708.210421 + Penalty 3281.014540 = -2045427.195881
  nChanged 205
		SP:Iteration 95Q (8315.580000 sec): 3 clusters
  Score: Raw -2048760.445342 + Penalty 3281.014540 = -2045479.430802
  nChanged 201
		SP:Iteration 96Q (8315.890000 sec): 3 clusters
  Score: Raw -2048813.983162 + Penalty 3281.014540 = -2045532.968622
  nChanged 194
		SP:Iteration 97Q (8316.200000 sec): 3 clusters
  Score: Raw -2048861.128701 + Penalty 3281.014540 = -2045580.114161
  nChanged 197
		SP:Iteration 98Q (8316.470000 sec): 3 clusters
  Score: Raw -2048912.688231 + Penalty 3281.014540 = -2045631.673692
  nChanged 182
		SP:Iteration 99Q (8316.760000 sec): 3 clusters
  Score: Raw -2048961.980233 + Penalty 3281.014540 = -2045680.965693
  nChanged 185
		SP:Iteration 100F (8317.030000 sec): 3 clusters
  Score: Raw -2049013.225035 + Penalty 3281.014540 = -2045732.210495
  nChanged 189
		SP:Iteration 101Q (8317.320000 sec): 3 clusters
  Score: Raw -2049071.688662 + Penalty 3281.014540 = -2045790.674123
  nChanged 184
		SP:Iteration 102Q (8317.600000 sec): 3 clusters
  Score: Raw -2049127.257107 + Penalty 3281.014540 = -2045846.242567
  nChanged 182
		SP:Iteration 103Q (8317.890000 sec): 3 clusters
  Score: Raw -2049178.648113 + Penalty 3281.014540 = -2045897.633573
  nChanged 176
		SP:Iteration 104Q (8318.150000 sec): 3 clusters
  Score: Raw -2049231.457354 + Penalty 3281.014540 = -2045950.442814
  nChanged 180
		SP:Iteration 105Q (8318.400000 sec): 3 clusters
  Score: Raw -2049285.341586 + Penalty 3281.014540 = -2046004.327047
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		SP:Iteration 106Q (8318.670000 sec): 3 clusters
  Score: Raw -2049329.273832 + Penalty 3281.014540 = -2046048.259292
  nChanged 136
		SP:Iteration 107Q (8318.920000 sec): 3 clusters
  Score: Raw -2049363.620694 + Penalty 3281.014540 = -2046082.606154
  nChanged 127
		SP:Iteration 108Q (8319.240000 sec): 3 clusters
  Score: Raw -2049395.470819 + Penalty 3281.014540 = -2046114.456279
  nChanged 114
		SP:Iteration 109Q (8319.510000 sec): 3 clusters
  Score: Raw -2049424.898704 + Penalty 3281.014540 = -2046143.884164
  nChanged 87
		SP:Iteration 110Q (8319.790000 sec): 3 clusters
  Score: Raw -2049445.849483 + Penalty 3281.014540 = -2046164.834943
  nChanged 74
		SP:Iteration 111Q (8320.130000 sec): 3 clusters
  Score: Raw -2049462.700200 + Penalty 3281.014540 = -2046181.685660
  nChanged 74
		SP:Iteration 112Q (8320.450000 sec): 3 clusters
  Score: Raw -2049482.426888 + Penalty 3281.014540 = -2046201.412348
  nChanged 80
		SP:Iteration 113Q (8320.750000 sec): 3 clusters
  Score: Raw -2049500.168150 + Penalty 3281.014540 = -2046219.153611
  nChanged 60
		SP:Iteration 114Q (8321.080000 sec): 3 clusters
  Score: Raw -2049513.816117 + Penalty 3281.014540 = -2046232.801577
  nChanged 65
		SP:Iteration 115Q (8321.410000 sec): 3 clusters
  Score: Raw -2049529.705026 + Penalty 3281.014540 = -2046248.690486
  nChanged 62
		SP:Iteration 116Q (8321.730000 sec): 3 clusters
  Score: Raw -2049545.515738 + Penalty 3281.014540 = -2046264.501198
  nChanged 54
		SP:Iteration 117Q (8322.020000 sec): 3 clusters
  Score: Raw -2049559.020529 + Penalty 3281.014540 = -2046278.005989
  nChanged 54
		SP:Iteration 118Q (8322.320000 sec): 3 clusters
  Score: Raw -2049573.878083 + Penalty 3281.014540 = -2046292.863543
  nChanged 45
		SP:Iteration 119Q (8322.570000 sec): 3 clusters
  Score: Raw -2049583.589715 + Penalty 3281.014540 = -2046302.575176
  nChanged 33
		SP:Iteration 120F (8322.840000 sec): 3 clusters
  Score: Raw -2049590.641861 + Penalty 3281.014540 = -2046309.627321
  nChanged 30
		SP:Iteration 121Q (8323.130000 sec): 3 clusters
  Score: Raw -2049596.596809 + Penalty 3281.014540 = -2046315.582269
  nChanged 37
		SP:Iteration 122Q (8323.460000 sec): 3 clusters
  Score: Raw -2049603.617510 + Penalty 3281.014540 = -2046322.602971
  nChanged 30
		SP:Iteration 123Q (8323.770000 sec): 3 clusters
  Score: Raw -2049609.579355 + Penalty 3281.014540 = -2046328.564815
  nChanged 25
		SP:Iteration 124Q (8324.070000 sec): 3 clusters
  Score: Raw -2049614.522697 + Penalty 3281.014540 = -2046333.508157
  nChanged 21
		SP:Iteration 125Q (8324.390000 sec): 3 clusters
  Score: Raw -2049619.191698 + Penalty 3281.014540 = -2046338.177159
  nChanged 22
		SP:Iteration 126Q (8324.680000 sec): 3 clusters
  Score: Raw -2049623.447971 + Penalty 3281.014540 = -2046342.433431
  nChanged 17
		SP:Iteration 127Q (8325.010000 sec): 3 clusters
  Score: Raw -2049626.547569 + Penalty 3281.014540 = -2046345.533029
  nChanged 20
		SP:Iteration 128Q (8325.230000 sec): 3 clusters
  Score: Raw -2049630.372656 + Penalty 3281.014540 = -2046349.358116
  nChanged 16
		SP:Iteration 129Q (8325.600000 sec): 3 clusters
  Score: Raw -2049633.206213 + Penalty 3281.014540 = -2046352.191674
  nChanged 9
		SP:Iteration 130Q (8325.900000 sec): 3 clusters
  Score: Raw -2049635.362524 + Penalty 3281.014540 = -2046354.347984
  nChanged 11
		SP:Iteration 131Q (8326.190000 sec): 3 clusters
  Score: Raw -2049638.251865 + Penalty 3281.014540 = -2046357.237326
  nChanged 17
		SP:Iteration 132Q (8326.480000 sec): 3 clusters
  Score: Raw -2049642.834969 + Penalty 3281.014540 = -2046361.820430
  nChanged 19
		SP:Iteration 133Q (8326.790000 sec): 3 clusters
  Score: Raw -2049647.111189 + Penalty 3281.014540 = -2046366.096650
  nChanged 16
		SP:Iteration 134Q (8327.100000 sec): 3 clusters
  Score: Raw -2049650.448322 + Penalty 3281.014540 = -2046369.433782
  nChanged 11
		SP:Iteration 135Q (8327.380000 sec): 3 clusters
  Score: Raw -2049652.516723 + Penalty 3281.014540 = -2046371.502183
  nChanged 11
		SP:Iteration 136Q (8327.710000 sec): 3 clusters
  Score: Raw -2049654.448342 + Penalty 3281.014540 = -2046373.433802
  nChanged 10
		SP:Iteration 137Q (8327.970000 sec): 3 clusters
  Score: Raw -2049656.592736 + Penalty 3281.014540 = -2046375.578196
  nChanged 12
		SP:Iteration 138Q (8328.280000 sec): 3 clusters
  Score: Raw -2049659.745983 + Penalty 3281.014540 = -2046378.731443
  nChanged 25
		SP:Iteration 139Q (8328.610000 sec): 3 clusters
  Score: Raw -2049666.447360 + Penalty 3281.014540 = -2046385.432820
  nChanged 26
		SP:Iteration 140F (8328.940000 sec): 3 clusters
  Score: Raw -2049673.399928 + Penalty 3281.014540 = -2046392.385388
  nChanged 33
		SP:Iteration 141Q (8329.310000 sec): 3 clusters
  Score: Raw -2049683.548813 + Penalty 3281.014540 = -2046402.534273
  nChanged 25
		SP:Iteration 142Q (8329.570000 sec): 3 clusters
  Score: Raw -2049691.294513 + Penalty 3281.014540 = -2046410.279973
  nChanged 31
		SP:Iteration 143Q (8329.920000 sec): 3 clusters
  Score: Raw -2049698.726780 + Penalty 3281.014540 = -2046417.712240
  nChanged 15
		SP:Iteration 144Q (8330.170000 sec): 3 clusters
  Score: Raw -2049702.615800 + Penalty 3281.014540 = -2046421.601260
  nChanged 18
		SP:Iteration 145Q (8330.470000 sec): 3 clusters
  Score: Raw -2049706.341464 + Penalty 3281.014540 = -2046425.326924
  nChanged 19
		SP:Iteration 146Q (8330.760000 sec): 3 clusters
  Score: Raw -2049710.507140 + Penalty 3281.014540 = -2046429.492600
  nChanged 24
		SP:Iteration 147Q (8330.990000 sec): 3 clusters
  Score: Raw -2049716.221898 + Penalty 3281.014540 = -2046435.207358
  nChanged 29
		SP:Iteration 148Q (8331.280000 sec): 3 clusters
  Score: Raw -2049723.919020 + Penalty 3281.014540 = -2046442.904481
  nChanged 28
		SP:Iteration 149Q (8331.580000 sec): 3 clusters
  Score: Raw -2049730.506086 + Penalty 3281.014540 = -2046449.491546
  nChanged 24
		SP:Iteration 150Q (8331.880000 sec): 3 clusters
  Score: Raw -2049736.040474 + Penalty 3281.014540 = -2046455.025934
  nChanged 16
		SP:Iteration 151Q (8332.140000 sec): 3 clusters
  Score: Raw -2049739.293021 + Penalty 3281.014540 = -2046458.278482
  nChanged 15
		SP:Iteration 152Q (8332.440000 sec): 3 clusters
  Score: Raw -2049742.604069 + Penalty 3281.014540 = -2046461.589529
  nChanged 18
		SP:Iteration 153Q (8332.750000 sec): 3 clusters
  Score: Raw -2049746.571679 + Penalty 3281.014540 = -2046465.557139
  nChanged 18
		SP:Iteration 154Q (8333.030000 sec): 3 clusters
  Score: Raw -2049750.282963 + Penalty 3281.014540 = -2046469.268423
  nChanged 10
		SP:Iteration 155Q (8333.340000 sec): 3 clusters
  Score: Raw -2049752.708058 + Penalty 3281.014540 = -2046471.693519
  nChanged 8
		SP:Iteration 156Q (8333.670000 sec): 3 clusters
  Score: Raw -2049753.952316 + Penalty 3281.014540 = -2046472.937776
  nChanged 11
		SP:Iteration 157Q (8333.930000 sec): 3 clusters
  Score: Raw -2049756.805541 + Penalty 3281.014540 = -2046475.791001
  nChanged 13
		SP:Iteration 158Q (8334.200000 sec): 3 clusters
  Score: Raw -2049760.341734 + Penalty 3281.014540 = -2046479.327194
  nChanged 12
		SP:Iteration 159Q (8334.500000 sec): 3 clusters
  Score: Raw -2049763.143229 + Penalty 3281.014540 = -2046482.128689
  nChanged 8
		SP:Iteration 160F (8334.780000 sec): 3 clusters
  Score: Raw -2049764.491343 + Penalty 3281.014540 = -2046483.476803
  nChanged 4
		SP:Iteration 161Q (8335.090000 sec): 3 clusters
  Score: Raw -2049764.948238 + Penalty 3281.014540 = -2046483.933698
  nChanged 2
		SP:Iteration 162Q (8335.430000 sec): 3 clusters
  Score: Raw -2049765.280982 + Penalty 3281.014540 = -2046484.266442
  nChanged 3
		SP:Iteration 163Q (8335.650000 sec): 3 clusters
  Score: Raw -2049765.881279 + Penalty 3281.014540 = -2046484.866739
  nChanged 4
		SP:Iteration 164Q (8335.970000 sec): 3 clusters
  Score: Raw -2049766.952227 + Penalty 3281.014540 = -2046485.937688
  nChanged 6
		SP:Iteration 165Q (8336.230000 sec): 3 clusters
  Score: Raw -2049768.426836 + Penalty 3281.014540 = -2046487.412297
  nChanged 11
		SP:Iteration 166Q (8336.490000 sec): 3 clusters
  Score: Raw -2049771.081735 + Penalty 3281.014540 = -2046490.067196
  nChanged 6
		SP:Iteration 167Q (8336.780000 sec): 3 clusters
  Score: Raw -2049773.150428 + Penalty 3281.014540 = -2046492.135888
  nChanged 7
		SP:Iteration 168Q (8337.080000 sec): 3 clusters
  Score: Raw -2049774.386005 + Penalty 3281.014540 = -2046493.371465
  nChanged 3
		SP:Iteration 169Q (8337.370000 sec): 3 clusters
  Score: Raw -2049774.702943 + Penalty 3281.014540 = -2046493.688404
  nChanged 1
		SP:Iteration 170Q (8337.670000 sec): 3 clusters
  Score: Raw -2049774.776030 + Penalty 3281.014540 = -2046493.761491
  nChanged 1
		SP:Iteration 171Q (8337.990000 sec): 3 clusters
  Score: Raw -2049774.922330 + Penalty 3281.014540 = -2046493.907790
  nChanged 2
		SP:Iteration 172Q (8338.250000 sec): 3 clusters
  Score: Raw -2049775.283633 + Penalty 3281.014540 = -2046494.269093
  nChanged 1
		SP:Iteration 173Q (8338.520000 sec): 3 clusters
  Score: Raw -2049775.484322 + Penalty 3281.014540 = -2046494.469782
  nChanged 0
		SP:Iteration 174F (8338.830000 sec): 3 clusters
  Score: Raw -2049775.484322 + Penalty 3281.014540 = -2046494.469782
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 35 (1574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8338.970000 sec): 2 clusters
  Score: Raw -126341.471943 + Penalty 1196.223507 = -125145.248436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8339.130000 sec): 3 clusters
  Score: Raw -125814.095041 + Penalty 2392.447014 = -123421.648026
  nChanged 538
		SP:Iteration 1F (8339.350000 sec): 3 clusters
  Score: Raw -126433.086121 + Penalty 2392.447014 = -124040.639106
  nChanged 190
		SP:Iteration 2F (8339.490000 sec): 3 clusters
  Score: Raw -126792.448159 + Penalty 2392.447014 = -124400.001145
  nChanged 165
		SP:Iteration 3F (8339.670000 sec): 3 clusters
  Score: Raw -127273.686134 + Penalty 2392.447014 = -124881.239120
  nChanged 135
		SP:Iteration 4F (8339.830000 sec): 3 clusters
  Score: Raw -128016.821542 + Penalty 2392.447014 = -125624.374528
  nChanged 100
		SP:Iteration 5F (8340.010000 sec): 3 clusters
  Score: Raw -128661.622826 + Penalty 2392.447014 = -126269.175811
  nChanged 52
		SP:Iteration 6Q (8340.150000 sec): 3 clusters
  Score: Raw -128913.062874 + Penalty 2392.447014 = -126520.615859
  nChanged 32
		SP:Iteration 7Q (8340.330000 sec): 3 clusters
  Score: Raw -129008.031656 + Penalty 2392.447014 = -126615.584642
  nChanged 18
		SP:Iteration 8Q (8340.510000 sec): 3 clusters
  Score: Raw -129081.781296 + Penalty 2392.447014 = -126689.334281
  nChanged 7
		SP:Iteration 9Q (8340.720000 sec): 3 clusters
  Score: Raw -129099.779304 + Penalty 2392.447014 = -126707.332289
  nChanged 0
		SP:Iteration 10F (8340.860000 sec): 3 clusters
  Score: Raw -129099.779304 + Penalty 2392.447014 = -126707.332289
  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 10.68 GB.

 Trying to split cluster 36 (3745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8341.010000 sec): 2 clusters
  Score: Raw -301431.031765 + Penalty 1337.078746 = -300093.953019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8341.190000 sec): 3 clusters
  Score: Raw -299585.651741 + Penalty 2674.157491 = -296911.494249
  nChanged 1447
		SP:Iteration 1F (8341.360000 sec): 3 clusters
  Score: Raw -300464.558241 + Penalty 2674.157491 = -297790.400750
  nChanged 295
		SP:Iteration 2F (8341.530000 sec): 3 clusters
  Score: Raw -300661.384297 + Penalty 2674.157491 = -297987.226806
  nChanged 212
		SP:Iteration 3F (8341.680000 sec): 3 clusters
  Score: Raw -300793.225388 + Penalty 2674.157491 = -298119.067897
  nChanged 162
		SP:Iteration 4Q (8341.880000 sec): 3 clusters
  Score: Raw -300891.077133 + Penalty 2674.157491 = -298216.919642
  nChanged 145
		SP:Iteration 5Q (8342.040000 sec): 3 clusters
  Score: Raw -300990.296661 + Penalty 2674.157491 = -298316.139170
  nChanged 141
		SP:Iteration 6Q (8342.260000 sec): 3 clusters
  Score: Raw -301087.323787 + Penalty 2674.157491 = -298413.166296
  nChanged 152
		SP:Iteration 7Q (8342.460000 sec): 3 clusters
  Score: Raw -301200.877165 + Penalty 2674.157491 = -298526.719674
  nChanged 136
		SP:Iteration 8Q (8342.640000 sec): 3 clusters
  Score: Raw -301289.860872 + Penalty 2674.157491 = -298615.703381
  nChanged 94
		SP:Iteration 9Q (8342.840000 sec): 3 clusters
  Score: Raw -301353.921070 + Penalty 2674.157491 = -298679.763579
  nChanged 92
		SP:Iteration 10Q (8343.050000 sec): 3 clusters
  Score: Raw -301404.488710 + Penalty 2674.157491 = -298730.331219
  nChanged 82
		SP:Iteration 11Q (8343.310000 sec): 3 clusters
  Score: Raw -301445.440581 + Penalty 2674.157491 = -298771.283090
  nChanged 66
		SP:Iteration 12Q (8343.530000 sec): 3 clusters
  Score: Raw -301487.846522 + Penalty 2674.157491 = -298813.689031
  nChanged 58
		SP:Iteration 13Q (8343.710000 sec): 3 clusters
  Score: Raw -301517.939351 + Penalty 2674.157491 = -298843.781860
  nChanged 55
		SP:Iteration 14Q (8343.950000 sec): 3 clusters
  Score: Raw -301544.376907 + Penalty 2674.157491 = -298870.219416
  nChanged 48
		SP:Iteration 15Q (8344.170000 sec): 3 clusters
  Score: Raw -301573.828376 + Penalty 2674.157491 = -298899.670885
  nChanged 46
		SP:Iteration 16Q (8344.410000 sec): 3 clusters
  Score: Raw -301604.948591 + Penalty 2674.157491 = -298930.791100
  nChanged 38
		SP:Iteration 17Q (8344.620000 sec): 3 clusters
  Score: Raw -301626.839606 + Penalty 2674.157491 = -298952.682114
  nChanged 28
		SP:Iteration 18Q (8344.880000 sec): 3 clusters
  Score: Raw -301643.154679 + Penalty 2674.157491 = -298968.997188
  nChanged 25
		SP:Iteration 19Q (8345.100000 sec): 3 clusters
  Score: Raw -301658.252429 + Penalty 2674.157491 = -298984.094937
  nChanged 25
		SP:Iteration 20F (8345.310000 sec): 3 clusters
  Score: Raw -301672.829763 + Penalty 2674.157491 = -298998.672272
  nChanged 24
		SP:Iteration 21Q (8345.490000 sec): 3 clusters
  Score: Raw -301685.287365 + Penalty 2674.157491 = -299011.129874
  nChanged 14
		SP:Iteration 22Q (8345.710000 sec): 3 clusters
  Score: Raw -301695.205819 + Penalty 2674.157491 = -299021.048328
  nChanged 19
		SP:Iteration 23Q (8345.920000 sec): 3 clusters
  Score: Raw -301709.679002 + Penalty 2674.157491 = -299035.521511
  nChanged 18
		SP:Iteration 24Q (8346.170000 sec): 3 clusters
  Score: Raw -301723.765900 + Penalty 2674.157491 = -299049.608409
  nChanged 13
		SP:Iteration 25Q (8346.340000 sec): 3 clusters
  Score: Raw -301733.540102 + Penalty 2674.157491 = -299059.382611
  nChanged 19
		SP:Iteration 26Q (8346.540000 sec): 3 clusters
  Score: Raw -301743.677550 + Penalty 2674.157491 = -299069.520059
  nChanged 9
		SP:Iteration 27Q (8346.730000 sec): 3 clusters
  Score: Raw -301751.253476 + Penalty 2674.157491 = -299077.095985
  nChanged 7
		SP:Iteration 28Q (8346.960000 sec): 3 clusters
  Score: Raw -301753.927322 + Penalty 2674.157491 = -299079.769831
  nChanged 3
		SP:Iteration 29Q (8347.150000 sec): 3 clusters
  Score: Raw -301754.724589 + Penalty 2674.157491 = -299080.567097
  nChanged 2
		SP:Iteration 30Q (8347.350000 sec): 3 clusters
  Score: Raw -301755.143644 + Penalty 2674.157491 = -299080.986153
  nChanged 0
		SP:Iteration 31F (8347.560000 sec): 3 clusters
  Score: Raw -301755.143644 + Penalty 2674.157491 = -299080.986153
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 37 (156294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8348.440000 sec): 2 clusters
  Score: Raw -13423256.609129 + Penalty 1943.417796 = -13421313.191333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8349.390000 sec): 3 clusters
  Score: Raw -13320317.510116 + Penalty 3886.835592 = -13316430.674525
  nChanged 75458
		SP:Iteration 1F (8350.360000 sec): 3 clusters
  Score: Raw -13365056.247253 + Penalty 3886.835592 = -13361169.411661
  nChanged 5697
		SP:Iteration 2Q (8351.370000 sec): 3 clusters
  Score: Raw -13366915.384711 + Penalty 3886.835592 = -13363028.549119
  nChanged 6653
		SP:Iteration 3Q (8352.380000 sec): 3 clusters
  Score: Raw -13369612.715348 + Penalty 3886.835592 = -13365725.879756
  nChanged 7918
		SP:Iteration 4F (8353.280000 sec): 3 clusters
  Score: Raw -13373719.951630 + Penalty 3886.835592 = -13369833.116038
  nChanged 9440
		SP:Iteration 5F (8354.210000 sec): 3 clusters
  Score: Raw -13379794.747278 + Penalty 3886.835592 = -13375907.911687
  nChanged 10533
		SP:Iteration 6F (8355.100000 sec): 3 clusters
  Score: Raw -13387793.303260 + Penalty 3886.835592 = -13383906.467668
  nChanged 10391
		SP:Iteration 7F (8355.970000 sec): 3 clusters
  Score: Raw -13396144.018691 + Penalty 3886.835592 = -13392257.183100
  nChanged 8891
		SP:Iteration 8F (8356.840000 sec): 3 clusters
  Score: Raw -13403006.108752 + Penalty 3886.835592 = -13399119.273160
  nChanged 6903
		SP:Iteration 9Q (8357.710000 sec): 3 clusters
  Score: Raw -13408007.665006 + Penalty 3886.835592 = -13404120.829414
  nChanged 5304
		SP:Iteration 10Q (8358.540000 sec): 3 clusters
  Score: Raw -13411514.761035 + Penalty 3886.835592 = -13407627.925444
  nChanged 4215
		SP:Iteration 11Q (8359.500000 sec): 3 clusters
  Score: Raw -13414227.815935 + Penalty 3886.835592 = -13410340.980344
  nChanged 3511
		SP:Iteration 12Q (8360.360000 sec): 3 clusters
  Score: Raw -13416399.404356 + Penalty 3886.835592 = -13412512.568764
  nChanged 2952
		SP:Iteration 13Q (8361.230000 sec): 3 clusters
  Score: Raw -13418219.607870 + Penalty 3886.835592 = -13414332.772278
  nChanged 2344
		SP:Iteration 14Q (8361.990000 sec): 3 clusters
  Score: Raw -13419657.187838 + Penalty 3886.835592 = -13415770.352247
  nChanged 1909
		SP:Iteration 15Q (8362.810000 sec): 3 clusters
  Score: Raw -13420789.558633 + Penalty 3886.835592 = -13416902.723042
  nChanged 1428
		SP:Iteration 16Q (8363.620000 sec): 3 clusters
  Score: Raw -13421622.787366 + Penalty 3886.835592 = -13417735.951775
  nChanged 1093
		SP:Iteration 17Q (8364.310000 sec): 3 clusters
  Score: Raw -13422259.019649 + Penalty 3886.835592 = -13418372.184058
  nChanged 798
		SP:Iteration 18Q (8365.020000 sec): 3 clusters
  Score: Raw -13422728.009336 + Penalty 3886.835592 = -13418841.173745
  nChanged 584
		SP:Iteration 19Q (8365.730000 sec): 3 clusters
  Score: Raw -13423065.395295 + Penalty 3886.835592 = -13419178.559703
  nChanged 409
		SP:Iteration 20F (8366.480000 sec): 3 clusters
  Score: Raw -13423279.392080 + Penalty 3886.835592 = -13419392.556489
  nChanged 284
		SP:Iteration 21Q (8367.180000 sec): 3 clusters
  Score: Raw -13423433.194386 + Penalty 3886.835592 = -13419546.358794
  nChanged 227
		SP:Iteration 22Q (8367.850000 sec): 3 clusters
  Score: Raw -13423553.078913 + Penalty 3886.835592 = -13419666.243321
  nChanged 154
		SP:Iteration 23Q (8368.690000 sec): 3 clusters
  Score: Raw -13423628.112966 + Penalty 3886.835592 = -13419741.277374
  nChanged 108
		SP:Iteration 24Q (8369.450000 sec): 3 clusters
  Score: Raw -13423676.343682 + Penalty 3886.835592 = -13419789.508090
  nChanged 90
		SP:Iteration 25Q (8370.170000 sec): 3 clusters
  Score: Raw -13423720.022386 + Penalty 3886.835592 = -13419833.186795
  nChanged 85
		SP:Iteration 26Q (8370.900000 sec): 3 clusters
  Score: Raw -13423757.957703 + Penalty 3886.835592 = -13419871.122111
  nChanged 76
		SP:Iteration 27Q (8371.650000 sec): 3 clusters
  Score: Raw -13423788.804937 + Penalty 3886.835592 = -13419901.969345
  nChanged 51
		SP:Iteration 28Q (8372.420000 sec): 3 clusters
  Score: Raw -13423809.740878 + Penalty 3886.835592 = -13419922.905286
  nChanged 47
		SP:Iteration 29Q (8373.200000 sec): 3 clusters
  Score: Raw -13423832.042353 + Penalty 3886.835592 = -13419945.206761
  nChanged 42
		SP:Iteration 30Q (8373.970000 sec): 3 clusters
  Score: Raw -13423857.775366 + Penalty 3886.835592 = -13419970.939774
  nChanged 50
		SP:Iteration 31Q (8374.770000 sec): 3 clusters
  Score: Raw -13423880.924140 + Penalty 3886.835592 = -13419994.088549
  nChanged 36
		SP:Iteration 32Q (8375.490000 sec): 3 clusters
  Score: Raw -13423901.326314 + Penalty 3886.835592 = -13420014.490722
  nChanged 40
		SP:Iteration 33Q (8376.210000 sec): 3 clusters
  Score: Raw -13423917.141019 + Penalty 3886.835592 = -13420030.305428
  nChanged 34
		SP:Iteration 34Q (8377.010000 sec): 3 clusters
  Score: Raw -13423935.375942 + Penalty 3886.835592 = -13420048.540351
  nChanged 33
		SP:Iteration 35Q (8377.780000 sec): 3 clusters
  Score: Raw -13423951.825520 + Penalty 3886.835592 = -13420064.989929
  nChanged 36
		SP:Iteration 36Q (8378.490000 sec): 3 clusters
  Score: Raw -13423963.219646 + Penalty 3886.835592 = -13420076.384055
  nChanged 22
		SP:Iteration 37Q (8379.210000 sec): 3 clusters
  Score: Raw -13423972.351697 + Penalty 3886.835592 = -13420085.516105
  nChanged 29
		SP:Iteration 38Q (8379.970000 sec): 3 clusters
  Score: Raw -13423983.345143 + Penalty 3886.835592 = -13420096.509552
  nChanged 26
		SP:Iteration 39Q (8380.790000 sec): 3 clusters
  Score: Raw -13423992.191722 + Penalty 3886.835592 = -13420105.356130
  nChanged 20
		SP:Iteration 40F (8381.610000 sec): 3 clusters
  Score: Raw -13423999.129295 + Penalty 3886.835592 = -13420112.293704
  nChanged 15
		SP:Iteration 41Q (8382.290000 sec): 3 clusters
  Score: Raw -13424004.714188 + Penalty 3886.835592 = -13420117.878597
  nChanged 14
		SP:Iteration 42Q (8382.970000 sec): 3 clusters
  Score: Raw -13424009.605368 + Penalty 3886.835592 = -13420122.769777
  nChanged 9
		SP:Iteration 43Q (8383.660000 sec): 3 clusters
  Score: Raw -13424012.225802 + Penalty 3886.835592 = -13420125.390210
  nChanged 9
		SP:Iteration 44Q (8384.360000 sec): 3 clusters
  Score: Raw -13424014.598825 + Penalty 3886.835592 = -13420127.763233
  nChanged 5
		SP:Iteration 45Q (8385.060000 sec): 3 clusters
  Score: Raw -13424016.074874 + Penalty 3886.835592 = -13420129.239283
  nChanged 4
		SP:Iteration 46Q (8385.700000 sec): 3 clusters
  Score: Raw -13424017.134108 + Penalty 3886.835592 = -13420130.298517
  nChanged 7
		SP:Iteration 47Q (8386.390000 sec): 3 clusters
  Score: Raw -13424018.718365 + Penalty 3886.835592 = -13420131.882774
  nChanged 6
		SP:Iteration 48Q (8387.110000 sec): 3 clusters
  Score: Raw -13424020.232477 + Penalty 3886.835592 = -13420133.396885
  nChanged 7
		SP:Iteration 49Q (8387.880000 sec): 3 clusters
  Score: Raw -13424021.957521 + Penalty 3886.835592 = -13420135.121929
  nChanged 4
		SP:Iteration 50Q (8388.630000 sec): 3 clusters
  Score: Raw -13424023.143921 + Penalty 3886.835592 = -13420136.308330
  nChanged 9
		SP:Iteration 51Q (8389.350000 sec): 3 clusters
  Score: Raw -13424025.784874 + Penalty 3886.835592 = -13420138.949282
  nChanged 13
		SP:Iteration 52Q (8390.060000 sec): 3 clusters
  Score: Raw -13424029.208339 + Penalty 3886.835592 = -13420142.372747
  nChanged 10
		SP:Iteration 53Q (8390.800000 sec): 3 clusters
  Score: Raw -13424032.372357 + Penalty 3886.835592 = -13420145.536766
  nChanged 9
		SP:Iteration 54Q (8391.520000 sec): 3 clusters
  Score: Raw -13424035.943946 + Penalty 3886.835592 = -13420149.108354
  nChanged 13
		SP:Iteration 55Q (8392.230000 sec): 3 clusters
  Score: Raw -13424039.717886 + Penalty 3886.835592 = -13420152.882294
  nChanged 13
		SP:Iteration 56Q (8392.940000 sec): 3 clusters
  Score: Raw -13424042.967755 + Penalty 3886.835592 = -13420156.132164
  nChanged 8
		SP:Iteration 57Q (8393.600000 sec): 3 clusters
  Score: Raw -13424045.558177 + Penalty 3886.835592 = -13420158.722586
  nChanged 6
		SP:Iteration 58Q (8394.320000 sec): 3 clusters
  Score: Raw -13424047.257144 + Penalty 3886.835592 = -13420160.421553
  nChanged 3
		SP:Iteration 59Q (8395.060000 sec): 3 clusters
  Score: Raw -13424048.155174 + Penalty 3886.835592 = -13420161.319582
  nChanged 5
		SP:Iteration 60F (8395.910000 sec): 3 clusters
  Score: Raw -13424049.791016 + Penalty 3886.835592 = -13420162.955425
  nChanged 4
		SP:Iteration 61Q (8396.600000 sec): 3 clusters
  Score: Raw -13424050.934419 + Penalty 3886.835592 = -13420164.098828
  nChanged 4
		SP:Iteration 62Q (8397.290000 sec): 3 clusters
  Score: Raw -13424052.349977 + Penalty 3886.835592 = -13420165.514385
  nChanged 4
		SP:Iteration 63Q (8398.000000 sec): 3 clusters
  Score: Raw -13424053.300162 + Penalty 3886.835592 = -13420166.464570
  nChanged 3
		SP:Iteration 64Q (8398.740000 sec): 3 clusters
  Score: Raw -13424053.893466 + Penalty 3886.835592 = -13420167.057874
  nChanged 2
		SP:Iteration 65Q (8399.470000 sec): 3 clusters
  Score: Raw -13424054.196299 + Penalty 3886.835592 = -13420167.360708
  nChanged 1
		SP:Iteration 66Q (8400.110000 sec): 3 clusters
  Score: Raw -13424054.383142 + Penalty 3886.835592 = -13420167.547550
  nChanged 0
		SP:Iteration 67F (8400.960000 sec): 3 clusters
  Score: Raw -13424054.383142 + Penalty 3886.835592 = -13420167.547550
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 38 (9014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8401.160000 sec): 2 clusters
  Score: Raw -742669.962228 + Penalty 1479.811808 = -741190.150420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8401.400000 sec): 3 clusters
  Score: Raw -737659.113887 + Penalty 2959.623616 = -734699.490271
  nChanged 3787
		SP:Iteration 1F (8401.620000 sec): 3 clusters
  Score: Raw -739866.522386 + Penalty 2959.623616 = -736906.898770
  nChanged 633
		SP:Iteration 2F (8401.870000 sec): 3 clusters
  Score: Raw -740275.036149 + Penalty 2959.623616 = -737315.412533
  nChanged 604
		SP:Iteration 3F (8402.110000 sec): 3 clusters
  Score: Raw -740753.763192 + Penalty 2959.623616 = -737794.139576
  nChanged 687
		SP:Iteration 4F (8402.290000 sec): 3 clusters
  Score: Raw -741343.497010 + Penalty 2959.623616 = -738383.873394
  nChanged 723
		SP:Iteration 5F (8402.560000 sec): 3 clusters
  Score: Raw -742005.702233 + Penalty 2959.623616 = -739046.078617
  nChanged 631
		SP:Iteration 6F (8402.770000 sec): 3 clusters
  Score: Raw -742645.133767 + Penalty 2959.623616 = -739685.510150
  nChanged 543
		SP:Iteration 7F (8403.080000 sec): 3 clusters
  Score: Raw -743264.623252 + Penalty 2959.623616 = -740304.999636
  nChanged 438
		SP:Iteration 8Q (8403.300000 sec): 3 clusters
  Score: Raw -743710.440058 + Penalty 2959.623616 = -740750.816442
  nChanged 273
		SP:Iteration 9Q (8403.540000 sec): 3 clusters
  Score: Raw -743936.097520 + Penalty 2959.623616 = -740976.473904
  nChanged 190
		SP:Iteration 10Q (8403.760000 sec): 3 clusters
  Score: Raw -744099.185126 + Penalty 2959.623616 = -741139.561510
  nChanged 156
		SP:Iteration 11Q (8404.000000 sec): 3 clusters
  Score: Raw -744223.954337 + Penalty 2959.623616 = -741264.330721
  nChanged 113
		SP:Iteration 12Q (8404.290000 sec): 3 clusters
  Score: Raw -744300.225835 + Penalty 2959.623616 = -741340.602219
  nChanged 80
		SP:Iteration 13Q (8404.530000 sec): 3 clusters
  Score: Raw -744350.951988 + Penalty 2959.623616 = -741391.328372
  nChanged 64
		SP:Iteration 14Q (8404.750000 sec): 3 clusters
  Score: Raw -744380.306382 + Penalty 2959.623616 = -741420.682766
  nChanged 48
		SP:Iteration 15Q (8404.940000 sec): 3 clusters
  Score: Raw -744392.560037 + Penalty 2959.623616 = -741432.936421
  nChanged 27
		SP:Iteration 16Q (8405.190000 sec): 3 clusters
  Score: Raw -744399.755604 + Penalty 2959.623616 = -741440.131988
  nChanged 20
		SP:Iteration 17Q (8405.430000 sec): 3 clusters
  Score: Raw -744404.696561 + Penalty 2959.623616 = -741445.072945
  nChanged 18
		SP:Iteration 18Q (8405.680000 sec): 3 clusters
  Score: Raw -744408.964408 + Penalty 2959.623616 = -741449.340792
  nChanged 12
		SP:Iteration 19Q (8405.890000 sec): 3 clusters
  Score: Raw -744411.411789 + Penalty 2959.623616 = -741451.788173
  nChanged 17
		SP:Iteration 20F (8406.110000 sec): 3 clusters
  Score: Raw -744416.579682 + Penalty 2959.623616 = -741456.956066
  nChanged 13
		SP:Iteration 21Q (8406.310000 sec): 3 clusters
  Score: Raw -744419.480387 + Penalty 2959.623616 = -741459.856771
  nChanged 7
		SP:Iteration 22Q (8406.580000 sec): 3 clusters
  Score: Raw -744420.806878 + Penalty 2959.623616 = -741461.183262
  nChanged 2
		SP:Iteration 23Q (8406.800000 sec): 3 clusters
  Score: Raw -744421.186876 + Penalty 2959.623616 = -741461.563260
  nChanged 3
		SP:Iteration 24Q (8407.040000 sec): 3 clusters
  Score: Raw -744421.574156 + Penalty 2959.623616 = -741461.950540
  nChanged 0
		SP:Iteration 25F (8407.290000 sec): 3 clusters
  Score: Raw -744421.574156 + Penalty 2959.623616 = -741461.950540
  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 10.68 GB.

 Trying to split cluster 39 (2913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8407.410000 sec): 2 clusters
  Score: Raw -252277.659225 + Penalty 1296.252548 = -250981.406677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8407.600000 sec): 3 clusters
  Score: Raw -250891.228756 + Penalty 2592.505096 = -248298.723660
  nChanged 1139
		SP:Iteration 1F (8407.810000 sec): 3 clusters
  Score: Raw -251565.240479 + Penalty 2592.505096 = -248972.735383
  nChanged 234
		SP:Iteration 2F (8408.010000 sec): 3 clusters
  Score: Raw -251710.335782 + Penalty 2592.505096 = -249117.830686
  nChanged 142
		SP:Iteration 3Q (8408.230000 sec): 3 clusters
  Score: Raw -251790.751634 + Penalty 2592.505096 = -249198.246538
  nChanged 111
		SP:Iteration 4Q (8408.430000 sec): 3 clusters
  Score: Raw -251859.186751 + Penalty 2592.505096 = -249266.681655
  nChanged 99
		SP:Iteration 5Q (8408.640000 sec): 3 clusters
  Score: Raw -251918.465166 + Penalty 2592.505096 = -249325.960070
  nChanged 101
		SP:Iteration 6Q (8408.820000 sec): 3 clusters
  Score: Raw -251971.811047 + Penalty 2592.505096 = -249379.305951
  nChanged 62
		SP:Iteration 7Q (8409.020000 sec): 3 clusters
  Score: Raw -252005.632347 + Penalty 2592.505096 = -249413.127251
  nChanged 75
		SP:Iteration 8Q (8409.220000 sec): 3 clusters
  Score: Raw -252046.700558 + Penalty 2592.505096 = -249454.195462
  nChanged 56
		SP:Iteration 9Q (8409.410000 sec): 3 clusters
  Score: Raw -252073.373982 + Penalty 2592.505096 = -249480.868886
  nChanged 35
		SP:Iteration 10Q (8409.570000 sec): 3 clusters
  Score: Raw -252092.500495 + Penalty 2592.505096 = -249499.995399
  nChanged 41
		SP:Iteration 11Q (8409.760000 sec): 3 clusters
  Score: Raw -252113.154057 + Penalty 2592.505096 = -249520.648961
  nChanged 40
		SP:Iteration 12Q (8409.950000 sec): 3 clusters
  Score: Raw -252134.796312 + Penalty 2592.505096 = -249542.291216
  nChanged 35
		SP:Iteration 13Q (8410.150000 sec): 3 clusters
  Score: Raw -252149.154135 + Penalty 2592.505096 = -249556.649039
  nChanged 36
		SP:Iteration 14Q (8410.330000 sec): 3 clusters
  Score: Raw -252167.817243 + Penalty 2592.505096 = -249575.312147
  nChanged 36
		SP:Iteration 15Q (8410.520000 sec): 3 clusters
  Score: Raw -252183.792168 + Penalty 2592.505096 = -249591.287072
  nChanged 33
		SP:Iteration 16Q (8410.730000 sec): 3 clusters
  Score: Raw -252199.372053 + Penalty 2592.505096 = -249606.866957
  nChanged 29
		SP:Iteration 17Q (8410.950000 sec): 3 clusters
  Score: Raw -252213.840569 + Penalty 2592.505096 = -249621.335473
  nChanged 26
		SP:Iteration 18Q (8411.170000 sec): 3 clusters
  Score: Raw -252226.877143 + Penalty 2592.505096 = -249634.372047
  nChanged 24
		SP:Iteration 19Q (8411.440000 sec): 3 clusters
  Score: Raw -252239.842140 + Penalty 2592.505096 = -249647.337044
  nChanged 22
		SP:Iteration 20F (8411.710000 sec): 3 clusters
  Score: Raw -252253.496972 + Penalty 2592.505096 = -249660.991876
  nChanged 17
		SP:Iteration 21Q (8411.950000 sec): 3 clusters
  Score: Raw -252262.192925 + Penalty 2592.505096 = -249669.687829
  nChanged 12
		SP:Iteration 22Q (8412.140000 sec): 3 clusters
  Score: Raw -252268.645803 + Penalty 2592.505096 = -249676.140707
  nChanged 13
		SP:Iteration 23Q (8412.360000 sec): 3 clusters
  Score: Raw -252275.854315 + Penalty 2592.505096 = -249683.349219
  nChanged 13
		SP:Iteration 24Q (8412.520000 sec): 3 clusters
  Score: Raw -252282.669506 + Penalty 2592.505096 = -249690.164410
  nChanged 11
		SP:Iteration 25Q (8412.720000 sec): 3 clusters
  Score: Raw -252288.484792 + Penalty 2592.505096 = -249695.979696
  nChanged 12
		SP:Iteration 26Q (8412.910000 sec): 3 clusters
  Score: Raw -252293.460843 + Penalty 2592.505096 = -249700.955747
  nChanged 10
		SP:Iteration 27Q (8413.130000 sec): 3 clusters
  Score: Raw -252298.526213 + Penalty 2592.505096 = -249706.021117
  nChanged 16
		SP:Iteration 28Q (8413.300000 sec): 3 clusters
  Score: Raw -252304.607393 + Penalty 2592.505096 = -249712.102297
  nChanged 7
		SP:Iteration 29Q (8413.460000 sec): 3 clusters
  Score: Raw -252307.339586 + Penalty 2592.505096 = -249714.834490
  nChanged 6
		SP:Iteration 30Q (8413.640000 sec): 3 clusters
  Score: Raw -252309.408473 + Penalty 2592.505096 = -249716.903377
  nChanged 4
		SP:Iteration 31Q (8413.890000 sec): 3 clusters
  Score: Raw -252311.631037 + Penalty 2592.505096 = -249719.125941
  nChanged 7
		SP:Iteration 32Q (8414.080000 sec): 3 clusters
  Score: Raw -252315.520183 + Penalty 2592.505096 = -249723.015087
  nChanged 9
		SP:Iteration 33Q (8414.300000 sec): 3 clusters
  Score: Raw -252319.418311 + Penalty 2592.505096 = -249726.913215
  nChanged 3
		SP:Iteration 34Q (8414.460000 sec): 3 clusters
  Score: Raw -252320.874736 + Penalty 2592.505096 = -249728.369640
  nChanged 1
		SP:Iteration 35Q (8414.630000 sec): 3 clusters
  Score: Raw -252321.486425 + Penalty 2592.505096 = -249728.981329
  nChanged 1
		SP:Iteration 36Q (8414.820000 sec): 3 clusters
  Score: Raw -252321.949113 + Penalty 2592.505096 = -249729.444017
  nChanged 3
		SP:Iteration 37Q (8415.080000 sec): 3 clusters
  Score: Raw -252322.762712 + Penalty 2592.505096 = -249730.257616
  nChanged 0
		SP:Iteration 38F (8415.240000 sec): 3 clusters
  Score: Raw -252322.762712 + Penalty 2592.505096 = -249730.257616
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 40 (6965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8415.380000 sec): 2 clusters
  Score: Raw -580168.794048 + Penalty 1437.906094 = -578730.887954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8415.630000 sec): 3 clusters
  Score: Raw -576415.772379 + Penalty 2875.812188 = -573539.960191
  nChanged 2951
		SP:Iteration 1F (8415.860000 sec): 3 clusters
  Score: Raw -578033.597419 + Penalty 2875.812188 = -575157.785231
  nChanged 483
		SP:Iteration 2F (8416.120000 sec): 3 clusters
  Score: Raw -578297.001804 + Penalty 2875.812188 = -575421.189616
  nChanged 372
		SP:Iteration 3F (8416.340000 sec): 3 clusters
  Score: Raw -578508.795619 + Penalty 2875.812188 = -575632.983431
  nChanged 378
		SP:Iteration 4F (8416.590000 sec): 3 clusters
  Score: Raw -578741.799261 + Penalty 2875.812188 = -575865.987073
  nChanged 359
		SP:Iteration 5F (8416.850000 sec): 3 clusters
  Score: Raw -578959.762319 + Penalty 2875.812188 = -576083.950131
  nChanged 382
		SP:Iteration 6F (8417.050000 sec): 3 clusters
  Score: Raw -579242.740551 + Penalty 2875.812188 = -576366.928363
  nChanged 388
		SP:Iteration 7F (8417.290000 sec): 3 clusters
  Score: Raw -579534.972185 + Penalty 2875.812188 = -576659.159997
  nChanged 352
		SP:Iteration 8F (8417.530000 sec): 3 clusters
  Score: Raw -579801.331868 + Penalty 2875.812188 = -576925.519680
  nChanged 277
		SP:Iteration 9Q (8417.790000 sec): 3 clusters
  Score: Raw -579995.576891 + Penalty 2875.812188 = -577119.764703
  nChanged 189
		SP:Iteration 10Q (8418.000000 sec): 3 clusters
  Score: Raw -580113.165147 + Penalty 2875.812188 = -577237.352958
  nChanged 135
		SP:Iteration 11Q (8418.210000 sec): 3 clusters
  Score: Raw -580192.105439 + Penalty 2875.812188 = -577316.293251
  nChanged 87
		SP:Iteration 12Q (8418.450000 sec): 3 clusters
  Score: Raw -580246.294925 + Penalty 2875.812188 = -577370.482737
  nChanged 70
		SP:Iteration 13Q (8418.660000 sec): 3 clusters
  Score: Raw -580289.380758 + Penalty 2875.812188 = -577413.568570
  nChanged 49
		SP:Iteration 14Q (8418.850000 sec): 3 clusters
  Score: Raw -580315.662410 + Penalty 2875.812188 = -577439.850222
  nChanged 34
		SP:Iteration 15Q (8419.050000 sec): 3 clusters
  Score: Raw -580334.697609 + Penalty 2875.812188 = -577458.885421
  nChanged 25
		SP:Iteration 16Q (8419.270000 sec): 3 clusters
  Score: Raw -580347.202115 + Penalty 2875.812188 = -577471.389927
  nChanged 17
		SP:Iteration 17Q (8419.500000 sec): 3 clusters
  Score: Raw -580357.960361 + Penalty 2875.812188 = -577482.148173
  nChanged 19
		SP:Iteration 18Q (8419.730000 sec): 3 clusters
  Score: Raw -580376.606001 + Penalty 2875.812188 = -577500.793813
  nChanged 23
		SP:Iteration 19Q (8419.950000 sec): 3 clusters
  Score: Raw -580393.831196 + Penalty 2875.812188 = -577518.019008
  nChanged 19
		SP:Iteration 20F (8420.170000 sec): 3 clusters
  Score: Raw -580403.905085 + Penalty 2875.812188 = -577528.092897
  nChanged 12
		SP:Iteration 21Q (8420.390000 sec): 3 clusters
  Score: Raw -580410.215032 + Penalty 2875.812188 = -577534.402844
  nChanged 9
		SP:Iteration 22Q (8420.600000 sec): 3 clusters
  Score: Raw -580413.731130 + Penalty 2875.812188 = -577537.918942
  nChanged 5
		SP:Iteration 23Q (8420.800000 sec): 3 clusters
  Score: Raw -580415.442685 + Penalty 2875.812188 = -577539.630497
  nChanged 2
		SP:Iteration 24Q (8421.000000 sec): 3 clusters
  Score: Raw -580416.241743 + Penalty 2875.812188 = -577540.429555
  nChanged 2
		SP:Iteration 25Q (8421.290000 sec): 3 clusters
  Score: Raw -580416.961137 + Penalty 2875.812188 = -577541.148949
  nChanged 0
		SP:Iteration 26F (8421.460000 sec): 3 clusters
  Score: Raw -580416.961137 + Penalty 2875.812188 = -577541.148949
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 41 (6073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8421.630000 sec): 2 clusters
  Score: Raw -496662.933151 + Penalty 1415.636299 = -495247.296852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8421.880000 sec): 3 clusters
  Score: Raw -493451.219462 + Penalty 2831.272599 = -490619.946864
  nChanged 2460
		SP:Iteration 1F (8422.130000 sec): 3 clusters
  Score: Raw -494841.323063 + Penalty 2831.272599 = -492010.050464
  nChanged 447
		SP:Iteration 2F (8422.330000 sec): 3 clusters
  Score: Raw -495072.351164 + Penalty 2831.272599 = -492241.078565
  nChanged 325
		SP:Iteration 3F (8422.530000 sec): 3 clusters
  Score: Raw -495230.196602 + Penalty 2831.272599 = -492398.924004
  nChanged 262
		SP:Iteration 4Q (8422.730000 sec): 3 clusters
  Score: Raw -495367.389638 + Penalty 2831.272599 = -492536.117039
  nChanged 245
		SP:Iteration 5Q (8422.970000 sec): 3 clusters
  Score: Raw -495490.031135 + Penalty 2831.272599 = -492658.758536
  nChanged 220
		SP:Iteration 6Q (8423.190000 sec): 3 clusters
  Score: Raw -495619.283386 + Penalty 2831.272599 = -492788.010788
  nChanged 233
		SP:Iteration 7Q (8423.410000 sec): 3 clusters
  Score: Raw -495780.077297 + Penalty 2831.272599 = -492948.804699
  nChanged 249
		SP:Iteration 8Q (8423.610000 sec): 3 clusters
  Score: Raw -495965.903455 + Penalty 2831.272599 = -493134.630856
  nChanged 249
		SP:Iteration 9Q (8423.830000 sec): 3 clusters
  Score: Raw -496141.108986 + Penalty 2831.272599 = -493309.836388
  nChanged 227
		SP:Iteration 10Q (8424.040000 sec): 3 clusters
  Score: Raw -496298.936732 + Penalty 2831.272599 = -493467.664134
  nChanged 230
		SP:Iteration 11Q (8424.310000 sec): 3 clusters
  Score: Raw -496451.889108 + Penalty 2831.272599 = -493620.616509
  nChanged 211
		SP:Iteration 12Q (8424.510000 sec): 3 clusters
  Score: Raw -496579.217168 + Penalty 2831.272599 = -493747.944570
  nChanged 178
		SP:Iteration 13Q (8424.730000 sec): 3 clusters
  Score: Raw -496701.185651 + Penalty 2831.272599 = -493869.913052
  nChanged 162
		SP:Iteration 14Q (8424.950000 sec): 3 clusters
  Score: Raw -496793.834969 + Penalty 2831.272599 = -493962.562371
  nChanged 130
		SP:Iteration 15Q (8425.190000 sec): 3 clusters
  Score: Raw -496867.759359 + Penalty 2831.272599 = -494036.486760
  nChanged 115
		SP:Iteration 16Q (8425.400000 sec): 3 clusters
  Score: Raw -496930.149644 + Penalty 2831.272599 = -494098.877045
  nChanged 104
		SP:Iteration 17Q (8425.630000 sec): 3 clusters
  Score: Raw -496981.631866 + Penalty 2831.272599 = -494150.359268
  nChanged 91
		SP:Iteration 18Q (8425.790000 sec): 3 clusters
  Score: Raw -497029.967584 + Penalty 2831.272599 = -494198.694985
  nChanged 85
		SP:Iteration 19Q (8426.000000 sec): 3 clusters
  Score: Raw -497069.439801 + Penalty 2831.272599 = -494238.167202
  nChanged 65
		SP:Iteration 20F (8426.160000 sec): 3 clusters
  Score: Raw -497099.932791 + Penalty 2831.272599 = -494268.660192
  nChanged 53
		SP:Iteration 21Q (8426.390000 sec): 3 clusters
  Score: Raw -497121.267210 + Penalty 2831.272599 = -494289.994611
  nChanged 39
		SP:Iteration 22Q (8426.610000 sec): 3 clusters
  Score: Raw -497136.252556 + Penalty 2831.272599 = -494304.979957
  nChanged 41
		SP:Iteration 23Q (8426.810000 sec): 3 clusters
  Score: Raw -497147.523499 + Penalty 2831.272599 = -494316.250900
  nChanged 35
		SP:Iteration 24Q (8427.040000 sec): 3 clusters
  Score: Raw -497156.777113 + Penalty 2831.272599 = -494325.504514
  nChanged 26
		SP:Iteration 25Q (8427.300000 sec): 3 clusters
  Score: Raw -497162.164685 + Penalty 2831.272599 = -494330.892086
  nChanged 18
		SP:Iteration 26Q (8427.530000 sec): 3 clusters
  Score: Raw -497166.864462 + Penalty 2831.272599 = -494335.591863
  nChanged 20
		SP:Iteration 27Q (8427.750000 sec): 3 clusters
  Score: Raw -497172.056400 + Penalty 2831.272599 = -494340.783801
  nChanged 18
		SP:Iteration 28Q (8427.970000 sec): 3 clusters
  Score: Raw -497176.304607 + Penalty 2831.272599 = -494345.032009
  nChanged 18
		SP:Iteration 29Q (8428.140000 sec): 3 clusters
  Score: Raw -497180.813556 + Penalty 2831.272599 = -494349.540957
  nChanged 17
		SP:Iteration 30Q (8428.370000 sec): 3 clusters
  Score: Raw -497185.307358 + Penalty 2831.272599 = -494354.034759
  nChanged 18
		SP:Iteration 31Q (8428.540000 sec): 3 clusters
  Score: Raw -497189.702444 + Penalty 2831.272599 = -494358.429846
  nChanged 17
		SP:Iteration 32Q (8428.760000 sec): 3 clusters
  Score: Raw -497194.550781 + Penalty 2831.272599 = -494363.278183
  nChanged 19
		SP:Iteration 33Q (8428.920000 sec): 3 clusters
  Score: Raw -497201.885516 + Penalty 2831.272599 = -494370.612917
  nChanged 22
		SP:Iteration 34Q (8429.160000 sec): 3 clusters
  Score: Raw -497207.004282 + Penalty 2831.272599 = -494375.731683
  nChanged 15
		SP:Iteration 35Q (8429.390000 sec): 3 clusters
  Score: Raw -497209.940149 + Penalty 2831.272599 = -494378.667550
  nChanged 11
		SP:Iteration 36Q (8429.580000 sec): 3 clusters
  Score: Raw -497212.387579 + Penalty 2831.272599 = -494381.114980
  nChanged 7
		SP:Iteration 37Q (8429.810000 sec): 3 clusters
  Score: Raw -497213.410046 + Penalty 2831.272599 = -494382.137447
  nChanged 3
		SP:Iteration 38Q (8430.080000 sec): 3 clusters
  Score: Raw -497213.858566 + Penalty 2831.272599 = -494382.585967
  nChanged 2
		SP:Iteration 39Q (8430.290000 sec): 3 clusters
  Score: Raw -497214.048696 + Penalty 2831.272599 = -494382.776097
  nChanged 1
		SP:Iteration 40F (8430.500000 sec): 3 clusters
  Score: Raw -497214.179825 + Penalty 2831.272599 = -494382.907227
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 42 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8430.580000 sec): 2 clusters
  Score: Raw -43339.896402 + Penalty 1002.561744 = -42337.334658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8430.770000 sec): 3 clusters
  Score: Raw -43299.707904 + Penalty 2005.123488 = -41294.584416
  nChanged 104
		SP:Iteration 1F (8431.020000 sec): 3 clusters
  Score: Raw -43453.731080 + Penalty 2005.123488 = -41448.607592
  nChanged 25
		SP:Iteration 2F (8431.260000 sec): 3 clusters
  Score: Raw -43490.185979 + Penalty 2005.123488 = -41485.062491
  nChanged 7
		SP:Iteration 3Q (8431.430000 sec): 3 clusters
  Score: Raw -43497.774523 + Penalty 2005.123488 = -41492.651035
  nChanged 4
		SP:Iteration 4Q (8431.690000 sec): 3 clusters
  Score: Raw -43503.538651 + Penalty 2005.123488 = -41498.415163
  nChanged 2
		SP:Iteration 5Q (8431.880000 sec): 3 clusters
  Score: Raw -43504.922837 + Penalty 2005.123488 = -41499.799349
  nChanged 0
		SP:Iteration 6F (8432.100000 sec): 3 clusters
  Score: Raw -43504.922837 + Penalty 2005.123488 = -41499.799349
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 43 (5122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8432.220000 sec): 2 clusters
  Score: Raw -406674.903117 + Penalty 1387.961293 = -405286.941824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8432.430000 sec): 3 clusters
  Score: Raw -404002.257274 + Penalty 2775.922587 = -401226.334688
  nChanged 2118
		SP:Iteration 1F (8432.600000 sec): 3 clusters
  Score: Raw -405188.299713 + Penalty 2775.922587 = -402412.377126
  nChanged 359
		SP:Iteration 2F (8432.870000 sec): 3 clusters
  Score: Raw -405420.390839 + Penalty 2775.922587 = -402644.468252
  nChanged 293
		SP:Iteration 3F (8433.070000 sec): 3 clusters
  Score: Raw -405633.672104 + Penalty 2775.922587 = -402857.749518
  nChanged 309
		SP:Iteration 4F (8433.270000 sec): 3 clusters
  Score: Raw -405867.231938 + Penalty 2775.922587 = -403091.309352
  nChanged 309
		SP:Iteration 5F (8433.490000 sec): 3 clusters
  Score: Raw -406096.490523 + Penalty 2775.922587 = -403320.567937
  nChanged 302
		SP:Iteration 6F (8433.670000 sec): 3 clusters
  Score: Raw -406321.741678 + Penalty 2775.922587 = -403545.819091
  nChanged 306
		SP:Iteration 7F (8433.860000 sec): 3 clusters
  Score: Raw -406571.632709 + Penalty 2775.922587 = -403795.710123
  nChanged 263
		SP:Iteration 8F (8434.050000 sec): 3 clusters
  Score: Raw -406766.622527 + Penalty 2775.922587 = -403990.699940
  nChanged 220
		SP:Iteration 9Q (8434.250000 sec): 3 clusters
  Score: Raw -406908.459297 + Penalty 2775.922587 = -404132.536710
  nChanged 170
		SP:Iteration 10Q (8434.450000 sec): 3 clusters
  Score: Raw -407004.668649 + Penalty 2775.922587 = -404228.746062
  nChanged 132
		SP:Iteration 11Q (8434.640000 sec): 3 clusters
  Score: Raw -407077.986901 + Penalty 2775.922587 = -404302.064314
  nChanged 118
		SP:Iteration 12Q (8434.830000 sec): 3 clusters
  Score: Raw -407143.063691 + Penalty 2775.922587 = -404367.141105
  nChanged 108
		SP:Iteration 13Q (8435.000000 sec): 3 clusters
  Score: Raw -407208.068798 + Penalty 2775.922587 = -404432.146211
  nChanged 87
		SP:Iteration 14Q (8435.200000 sec): 3 clusters
  Score: Raw -407257.258590 + Penalty 2775.922587 = -404481.336004
  nChanged 79
		SP:Iteration 15Q (8435.390000 sec): 3 clusters
  Score: Raw -407307.157730 + Penalty 2775.922587 = -404531.235144
  nChanged 65
		SP:Iteration 16Q (8435.610000 sec): 3 clusters
  Score: Raw -407338.582186 + Penalty 2775.922587 = -404562.659599
  nChanged 53
		SP:Iteration 17Q (8435.800000 sec): 3 clusters
  Score: Raw -407362.165633 + Penalty 2775.922587 = -404586.243046
  nChanged 40
		SP:Iteration 18Q (8435.990000 sec): 3 clusters
  Score: Raw -407381.450037 + Penalty 2775.922587 = -404605.527450
  nChanged 40
		SP:Iteration 19Q (8436.180000 sec): 3 clusters
  Score: Raw -407399.532229 + Penalty 2775.922587 = -404623.609642
  nChanged 32
		SP:Iteration 20F (8436.390000 sec): 3 clusters
  Score: Raw -407413.004530 + Penalty 2775.922587 = -404637.081944
  nChanged 24
		SP:Iteration 21Q (8436.630000 sec): 3 clusters
  Score: Raw -407422.817829 + Penalty 2775.922587 = -404646.895242
  nChanged 21
		SP:Iteration 22Q (8436.840000 sec): 3 clusters
  Score: Raw -407432.594873 + Penalty 2775.922587 = -404656.672287
  nChanged 22
		SP:Iteration 23Q (8437.030000 sec): 3 clusters
  Score: Raw -407442.966418 + Penalty 2775.922587 = -404667.043831
  nChanged 23
		SP:Iteration 24Q (8437.270000 sec): 3 clusters
  Score: Raw -407452.418863 + Penalty 2775.922587 = -404676.496276
  nChanged 14
		SP:Iteration 25Q (8437.490000 sec): 3 clusters
  Score: Raw -407457.299583 + Penalty 2775.922587 = -404681.376997
  nChanged 8
		SP:Iteration 26Q (8437.670000 sec): 3 clusters
  Score: Raw -407459.483945 + Penalty 2775.922587 = -404683.561358
  nChanged 5
		SP:Iteration 27Q (8437.870000 sec): 3 clusters
  Score: Raw -407460.881158 + Penalty 2775.922587 = -404684.958572
  nChanged 4
		SP:Iteration 28Q (8438.090000 sec): 3 clusters
  Score: Raw -407462.103813 + Penalty 2775.922587 = -404686.181226
  nChanged 4
		SP:Iteration 29Q (8438.310000 sec): 3 clusters
  Score: Raw -407463.412852 + Penalty 2775.922587 = -404687.490265
  nChanged 6
		SP:Iteration 30Q (8438.520000 sec): 3 clusters
  Score: Raw -407464.988965 + Penalty 2775.922587 = -404689.066378
  nChanged 1
		SP:Iteration 31Q (8438.680000 sec): 3 clusters
  Score: Raw -407465.162075 + Penalty 2775.922587 = -404689.239488
  nChanged 0
		SP:Iteration 32F (8438.870000 sec): 3 clusters
  Score: Raw -407465.162075 + Penalty 2775.922587 = -404689.239488
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 44 (3414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8439.010000 sec): 2 clusters
  Score: Raw -283865.557005 + Penalty 1322.041484 = -282543.515520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8439.250000 sec): 3 clusters
  Score: Raw -282230.886100 + Penalty 2644.082969 = -279586.803131
  nChanged 1346
		SP:Iteration 1F (8439.410000 sec): 3 clusters
  Score: Raw -283101.907561 + Penalty 2644.082969 = -280457.824593
  nChanged 323
		SP:Iteration 2F (8439.610000 sec): 3 clusters
  Score: Raw -283370.601915 + Penalty 2644.082969 = -280726.518946
  nChanged 258
		SP:Iteration 3F (8439.810000 sec): 3 clusters
  Score: Raw -283628.699408 + Penalty 2644.082969 = -280984.616439
  nChanged 224
		SP:Iteration 4F (8439.980000 sec): 3 clusters
  Score: Raw -283871.999042 + Penalty 2644.082969 = -281227.916074
  nChanged 193
		SP:Iteration 5F (8440.150000 sec): 3 clusters
  Score: Raw -284076.347344 + Penalty 2644.082969 = -281432.264375
  nChanged 159
		SP:Iteration 6Q (8440.360000 sec): 3 clusters
  Score: Raw -284212.228606 + Penalty 2644.082969 = -281568.145638
  nChanged 119
		SP:Iteration 7Q (8440.570000 sec): 3 clusters
  Score: Raw -284313.948486 + Penalty 2644.082969 = -281669.865518
  nChanged 97
		SP:Iteration 8Q (8440.790000 sec): 3 clusters
  Score: Raw -284389.008561 + Penalty 2644.082969 = -281744.925593
  nChanged 78
		SP:Iteration 9Q (8440.940000 sec): 3 clusters
  Score: Raw -284446.600953 + Penalty 2644.082969 = -281802.517985
  nChanged 61
		SP:Iteration 10Q (8441.160000 sec): 3 clusters
  Score: Raw -284486.191254 + Penalty 2644.082969 = -281842.108285
  nChanged 58
		SP:Iteration 11Q (8441.320000 sec): 3 clusters
  Score: Raw -284512.689709 + Penalty 2644.082969 = -281868.606741
  nChanged 36
		SP:Iteration 12Q (8441.470000 sec): 3 clusters
  Score: Raw -284531.085016 + Penalty 2644.082969 = -281887.002048
  nChanged 36
		SP:Iteration 13Q (8441.710000 sec): 3 clusters
  Score: Raw -284548.976852 + Penalty 2644.082969 = -281904.893884
  nChanged 26
		SP:Iteration 14Q (8441.920000 sec): 3 clusters
  Score: Raw -284557.158771 + Penalty 2644.082969 = -281913.075803
  nChanged 23
		SP:Iteration 15Q (8442.080000 sec): 3 clusters
  Score: Raw -284564.974434 + Penalty 2644.082969 = -281920.891466
  nChanged 19
		SP:Iteration 16Q (8442.230000 sec): 3 clusters
  Score: Raw -284575.086627 + Penalty 2644.082969 = -281931.003659
  nChanged 23
		SP:Iteration 17Q (8442.430000 sec): 3 clusters
  Score: Raw -284585.690463 + Penalty 2644.082969 = -281941.607495
  nChanged 26
		SP:Iteration 18Q (8442.610000 sec): 3 clusters
  Score: Raw -284598.142157 + Penalty 2644.082969 = -281954.059189
  nChanged 19
		SP:Iteration 19Q (8442.770000 sec): 3 clusters
  Score: Raw -284608.312714 + Penalty 2644.082969 = -281964.229746
  nChanged 21
		SP:Iteration 20F (8442.960000 sec): 3 clusters
  Score: Raw -284615.690830 + Penalty 2644.082969 = -281971.607861
  nChanged 16
		SP:Iteration 21Q (8443.120000 sec): 3 clusters
  Score: Raw -284623.031172 + Penalty 2644.082969 = -281978.948204
  nChanged 13
		SP:Iteration 22Q (8443.320000 sec): 3 clusters
  Score: Raw -284628.009209 + Penalty 2644.082969 = -281983.926240
  nChanged 12
		SP:Iteration 23Q (8443.450000 sec): 3 clusters
  Score: Raw -284630.840166 + Penalty 2644.082969 = -281986.757197
  nChanged 12
		SP:Iteration 24Q (8443.620000 sec): 3 clusters
  Score: Raw -284633.711157 + Penalty 2644.082969 = -281989.628188
  nChanged 4
		SP:Iteration 25Q (8443.790000 sec): 3 clusters
  Score: Raw -284634.672498 + Penalty 2644.082969 = -281990.589530
  nChanged 1
		SP:Iteration 26Q (8444.010000 sec): 3 clusters
  Score: Raw -284634.965426 + Penalty 2644.082969 = -281990.882457
  nChanged 1
		SP:Iteration 27Q (8444.190000 sec): 3 clusters
  Score: Raw -284635.245553 + Penalty 2644.082969 = -281991.162584
  nChanged 0
		SP:Iteration 28F (8444.360000 sec): 3 clusters
  Score: Raw -284635.245553 + Penalty 2644.082969 = -281991.162584
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 45 (1236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8444.510000 sec): 2 clusters
  Score: Raw -93006.660979 + Penalty 1156.940791 = -91849.720187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8444.700000 sec): 3 clusters
  Score: Raw -92719.728309 + Penalty 2313.881582 = -90405.846727
  nChanged 431
		SP:Iteration 1F (8444.880000 sec): 3 clusters
  Score: Raw -93297.751365 + Penalty 2313.881582 = -90983.869782
  nChanged 164
		SP:Iteration 2F (8445.070000 sec): 3 clusters
  Score: Raw -93800.360491 + Penalty 2313.881582 = -91486.478909
  nChanged 136
		SP:Iteration 3F (8445.220000 sec): 3 clusters
  Score: Raw -94321.035000 + Penalty 2313.881582 = -92007.153418
  nChanged 102
		SP:Iteration 4F (8445.390000 sec): 3 clusters
  Score: Raw -94705.874105 + Penalty 2313.881582 = -92391.992523
  nChanged 60
		SP:Iteration 5Q (8445.600000 sec): 3 clusters
  Score: Raw -94930.071079 + Penalty 2313.881582 = -92616.189497
  nChanged 35
		SP:Iteration 6Q (8445.820000 sec): 3 clusters
  Score: Raw -94986.851433 + Penalty 2313.881582 = -92672.969851
  nChanged 9
		SP:Iteration 7Q (8445.960000 sec): 3 clusters
  Score: Raw -94999.773840 + Penalty 2313.881582 = -92685.892257
  nChanged 10
		SP:Iteration 8Q (8446.180000 sec): 3 clusters
  Score: Raw -95024.030366 + Penalty 2313.881582 = -92710.148784
  nChanged 7
		SP:Iteration 9Q (8446.320000 sec): 3 clusters
  Score: Raw -95036.502620 + Penalty 2313.881582 = -92722.621038
  nChanged 3
		SP:Iteration 10Q (8446.500000 sec): 3 clusters
  Score: Raw -95039.125889 + Penalty 2313.881582 = -92725.244307
  nChanged 0
		SP:Iteration 11F (8446.650000 sec): 3 clusters
  Score: Raw -95039.125889 + Penalty 2313.881582 = -92725.244307
  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 10.68 GB.

 Trying to split cluster 46 (4299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8446.790000 sec): 2 clusters
  Score: Raw -343938.336313 + Penalty 1359.497379 = -342578.838934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8447.030000 sec): 3 clusters
  Score: Raw -341720.743253 + Penalty 2718.994758 = -339001.748495
  nChanged 1733
		SP:Iteration 1F (8447.250000 sec): 3 clusters
  Score: Raw -342697.603938 + Penalty 2718.994758 = -339978.609180
  nChanged 316
		SP:Iteration 2F (8447.440000 sec): 3 clusters
  Score: Raw -342864.758787 + Penalty 2718.994758 = -340145.764029
  nChanged 218
		SP:Iteration 3F (8447.640000 sec): 3 clusters
  Score: Raw -342989.789869 + Penalty 2718.994758 = -340270.795111
  nChanged 179
		SP:Iteration 4Q (8447.830000 sec): 3 clusters
  Score: Raw -343083.478959 + Penalty 2718.994758 = -340364.484201
  nChanged 158
		SP:Iteration 5Q (8448.030000 sec): 3 clusters
  Score: Raw -343179.834648 + Penalty 2718.994758 = -340460.839890
  nChanged 165
		SP:Iteration 6Q (8448.220000 sec): 3 clusters
  Score: Raw -343335.588593 + Penalty 2718.994758 = -340616.593835
  nChanged 240
		SP:Iteration 7F (8448.430000 sec): 3 clusters
  Score: Raw -343550.245245 + Penalty 2718.994758 = -340831.250487
  nChanged 267
		SP:Iteration 8F (8448.630000 sec): 3 clusters
  Score: Raw -343851.927277 + Penalty 2718.994758 = -341132.932519
  nChanged 314
		SP:Iteration 9F (8448.840000 sec): 3 clusters
  Score: Raw -344265.750190 + Penalty 2718.994758 = -341546.755432
  nChanged 284
		SP:Iteration 10F (8449.070000 sec): 3 clusters
  Score: Raw -344824.903026 + Penalty 2718.994758 = -342105.908268
  nChanged 286
		SP:Iteration 11F (8449.240000 sec): 3 clusters
  Score: Raw -345472.417790 + Penalty 2718.994758 = -342753.423032
  nChanged 213
		SP:Iteration 12Q (8449.430000 sec): 3 clusters
  Score: Raw -345955.047202 + Penalty 2718.994758 = -343236.052444
  nChanged 166
		SP:Iteration 13Q (8449.650000 sec): 3 clusters
  Score: Raw -346260.679441 + Penalty 2718.994758 = -343541.684684
  nChanged 107
		SP:Iteration 14Q (8449.880000 sec): 3 clusters
  Score: Raw -346414.927821 + Penalty 2718.994758 = -343695.933063
  nChanged 89
		SP:Iteration 15Q (8450.070000 sec): 3 clusters
  Score: Raw -346520.992153 + Penalty 2718.994758 = -343801.997395
  nChanged 71
		SP:Iteration 16Q (8450.310000 sec): 3 clusters
  Score: Raw -346587.814214 + Penalty 2718.994758 = -343868.819456
  nChanged 40
		SP:Iteration 17Q (8450.510000 sec): 3 clusters
  Score: Raw -346618.096545 + Penalty 2718.994758 = -343899.101787
  nChanged 30
		SP:Iteration 18Q (8450.690000 sec): 3 clusters
  Score: Raw -346634.446644 + Penalty 2718.994758 = -343915.451886
  nChanged 17
		SP:Iteration 19Q (8450.900000 sec): 3 clusters
  Score: Raw -346642.315572 + Penalty 2718.994758 = -343923.320814
  nChanged 11
		SP:Iteration 20F (8451.110000 sec): 3 clusters
  Score: Raw -346646.598573 + Penalty 2718.994758 = -343927.603815
  nChanged 9
		SP:Iteration 21Q (8451.300000 sec): 3 clusters
  Score: Raw -346649.047910 + Penalty 2718.994758 = -343930.053152
  nChanged 5
		SP:Iteration 22Q (8451.510000 sec): 3 clusters
  Score: Raw -346649.936206 + Penalty 2718.994758 = -343930.941448
  nChanged 0
		SP:Iteration 23F (8451.710000 sec): 3 clusters
  Score: Raw -346649.936206 + Penalty 2718.994758 = -343930.941448
  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 10.68 GB.

 Trying to split cluster 47 (15641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8451.880000 sec): 2 clusters
  Score: Raw -1292517.883527 + Penalty 1569.368279 = -1290948.515247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8452.160000 sec): 3 clusters
  Score: Raw -1283372.910297 + Penalty 3138.736559 = -1280234.173738
  nChanged 6970
		SP:Iteration 1F (8452.440000 sec): 3 clusters
  Score: Raw -1287344.746615 + Penalty 3138.736559 = -1284206.010056
  nChanged 973
		SP:Iteration 2F (8452.730000 sec): 3 clusters
  Score: Raw -1287834.863272 + Penalty 3138.736559 = -1284696.126713
  nChanged 951
		SP:Iteration 3F (8452.970000 sec): 3 clusters
  Score: Raw -1288367.804683 + Penalty 3138.736559 = -1285229.068124
  nChanged 938
		SP:Iteration 4F (8453.220000 sec): 3 clusters
  Score: Raw -1288956.053278 + Penalty 3138.736559 = -1285817.316719
  nChanged 1011
		SP:Iteration 5F (8453.460000 sec): 3 clusters
  Score: Raw -1289635.847651 + Penalty 3138.736559 = -1286497.111092
  nChanged 998
		SP:Iteration 6F (8453.750000 sec): 3 clusters
  Score: Raw -1290375.419986 + Penalty 3138.736559 = -1287236.683427
  nChanged 893
		SP:Iteration 7F (8453.990000 sec): 3 clusters
  Score: Raw -1291058.834933 + Penalty 3138.736559 = -1287920.098374
  nChanged 735
		SP:Iteration 8Q (8454.270000 sec): 3 clusters
  Score: Raw -1291683.889030 + Penalty 3138.736559 = -1288545.152471
  nChanged 582
		SP:Iteration 9Q (8454.580000 sec): 3 clusters
  Score: Raw -1292220.218950 + Penalty 3138.736559 = -1289081.482391
  nChanged 402
		SP:Iteration 10Q (8454.820000 sec): 3 clusters
  Score: Raw -1292579.641689 + Penalty 3138.736559 = -1289440.905130
  nChanged 285
		SP:Iteration 11Q (8455.090000 sec): 3 clusters
  Score: Raw -1292857.370802 + Penalty 3138.736559 = -1289718.634243
  nChanged 203
		SP:Iteration 12Q (8455.430000 sec): 3 clusters
  Score: Raw -1293030.009490 + Penalty 3138.736559 = -1289891.272931
  nChanged 156
		SP:Iteration 13Q (8455.680000 sec): 3 clusters
  Score: Raw -1293152.305304 + Penalty 3138.736559 = -1290013.568745
  nChanged 120
		SP:Iteration 14Q (8456.030000 sec): 3 clusters
  Score: Raw -1293225.382364 + Penalty 3138.736559 = -1290086.645805
  nChanged 87
		SP:Iteration 15Q (8456.290000 sec): 3 clusters
  Score: Raw -1293273.081074 + Penalty 3138.736559 = -1290134.344515
  nChanged 61
		SP:Iteration 16Q (8456.600000 sec): 3 clusters
  Score: Raw -1293296.017439 + Penalty 3138.736559 = -1290157.280880
  nChanged 34
		SP:Iteration 17Q (8456.830000 sec): 3 clusters
  Score: Raw -1293309.544480 + Penalty 3138.736559 = -1290170.807921
  nChanged 32
		SP:Iteration 18Q (8457.080000 sec): 3 clusters
  Score: Raw -1293319.665875 + Penalty 3138.736559 = -1290180.929316
  nChanged 23
		SP:Iteration 19Q (8457.340000 sec): 3 clusters
  Score: Raw -1293325.807407 + Penalty 3138.736559 = -1290187.070848
  nChanged 15
		SP:Iteration 20F (8457.660000 sec): 3 clusters
  Score: Raw -1293328.461974 + Penalty 3138.736559 = -1290189.725415
  nChanged 7
		SP:Iteration 21Q (8457.890000 sec): 3 clusters
  Score: Raw -1293329.903382 + Penalty 3138.736559 = -1290191.166823
  nChanged 9
		SP:Iteration 22Q (8458.140000 sec): 3 clusters
  Score: Raw -1293331.831585 + Penalty 3138.736559 = -1290193.095026
  nChanged 5
		SP:Iteration 23Q (8458.370000 sec): 3 clusters
  Score: Raw -1293332.979394 + Penalty 3138.736559 = -1290194.242835
  nChanged 4
		SP:Iteration 24Q (8458.670000 sec): 3 clusters
  Score: Raw -1293333.756147 + Penalty 3138.736559 = -1290195.019588
  nChanged 4
		SP:Iteration 25Q (8458.920000 sec): 3 clusters
  Score: Raw -1293334.169147 + Penalty 3138.736559 = -1290195.432588
  nChanged 1
		SP:Iteration 26Q (8459.170000 sec): 3 clusters
  Score: Raw -1293334.581387 + Penalty 3138.736559 = -1290195.844828
  nChanged 7
		SP:Iteration 27Q (8459.450000 sec): 3 clusters
  Score: Raw -1293335.995788 + Penalty 3138.736559 = -1290197.259229
  nChanged 5
		SP:Iteration 28Q (8459.750000 sec): 3 clusters
  Score: Raw -1293337.322820 + Penalty 3138.736559 = -1290198.586261
  nChanged 4
		SP:Iteration 29Q (8460.020000 sec): 3 clusters
  Score: Raw -1293338.156786 + Penalty 3138.736559 = -1290199.420228
  nChanged 2
		SP:Iteration 30Q (8460.280000 sec): 3 clusters
  Score: Raw -1293338.371755 + Penalty 3138.736559 = -1290199.635196
  nChanged 1
		SP:Iteration 31Q (8460.570000 sec): 3 clusters
  Score: Raw -1293338.577590 + Penalty 3138.736559 = -1290199.841031
  nChanged 2
		SP:Iteration 32Q (8460.780000 sec): 3 clusters
  Score: Raw -1293338.939574 + Penalty 3138.736559 = -1290200.203015
  nChanged 4
		SP:Iteration 33Q (8461.050000 sec): 3 clusters
  Score: Raw -1293339.761349 + Penalty 3138.736559 = -1290201.024791
  nChanged 4
		SP:Iteration 34Q (8461.330000 sec): 3 clusters
  Score: Raw -1293340.611437 + Penalty 3138.736559 = -1290201.874878
  nChanged 2
		SP:Iteration 35Q (8461.630000 sec): 3 clusters
  Score: Raw -1293340.837494 + Penalty 3138.736559 = -1290202.100935
  nChanged 3
		SP:Iteration 36Q (8461.890000 sec): 3 clusters
  Score: Raw -1293341.272836 + Penalty 3138.736559 = -1290202.536277
  nChanged 1
		SP:Iteration 37Q (8462.180000 sec): 3 clusters
  Score: Raw -1293341.393633 + Penalty 3138.736559 = -1290202.657074
  nChanged 1
		SP:Iteration 38Q (8462.440000 sec): 3 clusters
  Score: Raw -1293341.604863 + Penalty 3138.736559 = -1290202.868304
  nChanged 1
		SP:Iteration 39Q (8462.740000 sec): 3 clusters
  Score: Raw -1293341.815135 + Penalty 3138.736559 = -1290203.078576
  nChanged 3
		SP:Iteration 40F (8463.050000 sec): 3 clusters
  Score: Raw -1293342.690213 + Penalty 3138.736559 = -1290203.953654
  nChanged 1
		SP:Iteration 41Q (8463.330000 sec): 3 clusters
  Score: Raw -1293342.794174 + Penalty 3138.736559 = -1290204.057615
  nChanged 1
		SP:Iteration 42Q (8463.560000 sec): 3 clusters
  Score: Raw -1293342.898338 + Penalty 3138.736559 = -1290204.161779
  nChanged 0
		SP:Iteration 43F (8463.860000 sec): 3 clusters
  Score: Raw -1293342.898338 + Penalty 3138.736559 = -1290204.161779
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 48 (4784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8464.000000 sec): 2 clusters
  Score: Raw -365222.712334 + Penalty 1376.867748 = -363845.844586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8464.240000 sec): 3 clusters
  Score: Raw -362793.800156 + Penalty 2753.735496 = -360040.064660
  nChanged 1910
		SP:Iteration 1F (8464.440000 sec): 3 clusters
  Score: Raw -363928.830407 + Penalty 2753.735496 = -361175.094911
  nChanged 374
		SP:Iteration 2F (8464.710000 sec): 3 clusters
  Score: Raw -364178.333467 + Penalty 2753.735496 = -361424.597971
  nChanged 298
		SP:Iteration 3F (8464.930000 sec): 3 clusters
  Score: Raw -364371.903030 + Penalty 2753.735496 = -361618.167534
  nChanged 232
		SP:Iteration 4Q (8465.140000 sec): 3 clusters
  Score: Raw -364518.088724 + Penalty 2753.735496 = -361764.353228
  nChanged 199
		SP:Iteration 5Q (8465.370000 sec): 3 clusters
  Score: Raw -364657.644734 + Penalty 2753.735496 = -361903.909238
  nChanged 186
		SP:Iteration 6Q (8465.570000 sec): 3 clusters
  Score: Raw -364810.745424 + Penalty 2753.735496 = -362057.009928
  nChanged 222
		SP:Iteration 7Q (8465.780000 sec): 3 clusters
  Score: Raw -364996.071861 + Penalty 2753.735496 = -362242.336365
  nChanged 214
		SP:Iteration 8Q (8465.970000 sec): 3 clusters
  Score: Raw -365171.184744 + Penalty 2753.735496 = -362417.449248
  nChanged 190
		SP:Iteration 9Q (8466.220000 sec): 3 clusters
  Score: Raw -365302.395840 + Penalty 2753.735496 = -362548.660344
  nChanged 159
		SP:Iteration 10Q (8466.430000 sec): 3 clusters
  Score: Raw -365390.129899 + Penalty 2753.735496 = -362636.394403
  nChanged 124
		SP:Iteration 11Q (8466.620000 sec): 3 clusters
  Score: Raw -365455.942211 + Penalty 2753.735496 = -362702.206715
  nChanged 97
		SP:Iteration 12Q (8466.860000 sec): 3 clusters
  Score: Raw -365502.757695 + Penalty 2753.735496 = -362749.022199
  nChanged 83
		SP:Iteration 13Q (8467.060000 sec): 3 clusters
  Score: Raw -365540.244893 + Penalty 2753.735496 = -362786.509397
  nChanged 65
		SP:Iteration 14Q (8467.300000 sec): 3 clusters
  Score: Raw -365565.593819 + Penalty 2753.735496 = -362811.858323
  nChanged 57
		SP:Iteration 15Q (8467.540000 sec): 3 clusters
  Score: Raw -365584.240783 + Penalty 2753.735496 = -362830.505287
  nChanged 30
		SP:Iteration 16Q (8467.720000 sec): 3 clusters
  Score: Raw -365595.598006 + Penalty 2753.735496 = -362841.862510
  nChanged 31
		SP:Iteration 17Q (8467.970000 sec): 3 clusters
  Score: Raw -365606.893478 + Penalty 2753.735496 = -362853.157982
  nChanged 22
		SP:Iteration 18Q (8468.150000 sec): 3 clusters
  Score: Raw -365615.559625 + Penalty 2753.735496 = -362861.824129
  nChanged 28
		SP:Iteration 19Q (8468.350000 sec): 3 clusters
  Score: Raw -365624.740403 + Penalty 2753.735496 = -362871.004907
  nChanged 26
		SP:Iteration 20F (8468.560000 sec): 3 clusters
  Score: Raw -365632.637801 + Penalty 2753.735496 = -362878.902305
  nChanged 14
		SP:Iteration 21Q (8468.790000 sec): 3 clusters
  Score: Raw -365638.025541 + Penalty 2753.735496 = -362884.290044
  nChanged 11
		SP:Iteration 22Q (8468.990000 sec): 3 clusters
  Score: Raw -365641.579563 + Penalty 2753.735496 = -362887.844067
  nChanged 10
		SP:Iteration 23Q (8469.220000 sec): 3 clusters
  Score: Raw -365645.001362 + Penalty 2753.735496 = -362891.265866
  nChanged 13
		SP:Iteration 24Q (8469.420000 sec): 3 clusters
  Score: Raw -365647.741717 + Penalty 2753.735496 = -362894.006221
  nChanged 10
		SP:Iteration 25Q (8469.630000 sec): 3 clusters
  Score: Raw -365649.778706 + Penalty 2753.735496 = -362896.043209
  nChanged 8
		SP:Iteration 26Q (8469.840000 sec): 3 clusters
  Score: Raw -365652.910913 + Penalty 2753.735496 = -362899.175417
  nChanged 14
		SP:Iteration 27Q (8470.070000 sec): 3 clusters
  Score: Raw -365656.085679 + Penalty 2753.735496 = -362902.350183
  nChanged 8
		SP:Iteration 28Q (8470.290000 sec): 3 clusters
  Score: Raw -365658.183925 + Penalty 2753.735496 = -362904.448429
  nChanged 8
		SP:Iteration 29Q (8470.500000 sec): 3 clusters
  Score: Raw -365659.816955 + Penalty 2753.735496 = -362906.081458
  nChanged 2
		SP:Iteration 30Q (8470.710000 sec): 3 clusters
  Score: Raw -365660.027380 + Penalty 2753.735496 = -362906.291884
  nChanged 1
		SP:Iteration 31Q (8470.900000 sec): 3 clusters
  Score: Raw -365660.231979 + Penalty 2753.735496 = -362906.496483
  nChanged 2
		SP:Iteration 32Q (8471.140000 sec): 3 clusters
  Score: Raw -365660.626872 + Penalty 2753.735496 = -362906.891376
  nChanged 3
		SP:Iteration 33Q (8471.350000 sec): 3 clusters
  Score: Raw -365661.414161 + Penalty 2753.735496 = -362907.678665
  nChanged 1
		SP:Iteration 34Q (8471.580000 sec): 3 clusters
  Score: Raw -365661.533398 + Penalty 2753.735496 = -362907.797902
  nChanged 2
		SP:Iteration 35Q (8471.810000 sec): 3 clusters
  Score: Raw -365662.015015 + Penalty 2753.735496 = -362908.279519
  nChanged 1
		SP:Iteration 36Q (8472.010000 sec): 3 clusters
  Score: Raw -365662.632329 + Penalty 2753.735496 = -362908.896833
  nChanged 6
		SP:Iteration 37Q (8472.320000 sec): 3 clusters
  Score: Raw -365664.124840 + Penalty 2753.735496 = -362910.389344
  nChanged 6
		SP:Iteration 38Q (8472.510000 sec): 3 clusters
  Score: Raw -365666.161016 + Penalty 2753.735496 = -362912.425520
  nChanged 2
		SP:Iteration 39Q (8472.730000 sec): 3 clusters
  Score: Raw -365666.559855 + Penalty 2753.735496 = -362912.824358
  nChanged 0
		SP:Iteration 40F (8472.930000 sec): 3 clusters
  Score: Raw -365666.559855 + Penalty 2753.735496 = -362912.824358
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 49 (8906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8473.060000 sec): 2 clusters
  Score: Raw -739388.986853 + Penalty 1477.853079 = -737911.133774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8473.290000 sec): 3 clusters
  Score: Raw -734361.017160 + Penalty 2955.706158 = -731405.311002
  nChanged 3816
		SP:Iteration 1F (8473.470000 sec): 3 clusters
  Score: Raw -736649.563574 + Penalty 2955.706158 = -733693.857416
  nChanged 723
		SP:Iteration 2F (8473.680000 sec): 3 clusters
  Score: Raw -737199.893123 + Penalty 2955.706158 = -734244.186965
  nChanged 637
		SP:Iteration 3F (8473.890000 sec): 3 clusters
  Score: Raw -737740.454816 + Penalty 2955.706158 = -734784.748658
  nChanged 613
		SP:Iteration 4F (8474.110000 sec): 3 clusters
  Score: Raw -738246.528966 + Penalty 2955.706158 = -735290.822808
  nChanged 570
		SP:Iteration 5F (8474.350000 sec): 3 clusters
  Score: Raw -738785.775969 + Penalty 2955.706158 = -735830.069812
  nChanged 561
		SP:Iteration 6F (8474.630000 sec): 3 clusters
  Score: Raw -739440.094277 + Penalty 2955.706158 = -736484.388119
  nChanged 584
		SP:Iteration 7F (8474.810000 sec): 3 clusters
  Score: Raw -740154.659106 + Penalty 2955.706158 = -737198.952948
  nChanged 524
		SP:Iteration 8F (8475.050000 sec): 3 clusters
  Score: Raw -740727.233520 + Penalty 2955.706158 = -737771.527362
  nChanged 386
		SP:Iteration 9Q (8475.270000 sec): 3 clusters
  Score: Raw -741078.885453 + Penalty 2955.706158 = -738123.179295
  nChanged 318
		SP:Iteration 10Q (8475.580000 sec): 3 clusters
  Score: Raw -741301.843450 + Penalty 2955.706158 = -738346.137293
  nChanged 203
		SP:Iteration 11Q (8475.750000 sec): 3 clusters
  Score: Raw -741407.726560 + Penalty 2955.706158 = -738452.020402
  nChanged 129
		SP:Iteration 12Q (8475.950000 sec): 3 clusters
  Score: Raw -741466.055494 + Penalty 2955.706158 = -738510.349337
  nChanged 108
		SP:Iteration 13Q (8476.130000 sec): 3 clusters
  Score: Raw -741500.171459 + Penalty 2955.706158 = -738544.465301
  nChanged 60
		SP:Iteration 14Q (8476.380000 sec): 3 clusters
  Score: Raw -741516.206679 + Penalty 2955.706158 = -738560.500521
  nChanged 43
		SP:Iteration 15Q (8476.610000 sec): 3 clusters
  Score: Raw -741527.707978 + Penalty 2955.706158 = -738572.001820
  nChanged 26
		SP:Iteration 16Q (8476.840000 sec): 3 clusters
  Score: Raw -741533.825957 + Penalty 2955.706158 = -738578.119799
  nChanged 25
		SP:Iteration 17Q (8477.050000 sec): 3 clusters
  Score: Raw -741541.152214 + Penalty 2955.706158 = -738585.446056
  nChanged 27
		SP:Iteration 18Q (8477.240000 sec): 3 clusters
  Score: Raw -741548.500707 + Penalty 2955.706158 = -738592.794549
  nChanged 16
		SP:Iteration 19Q (8477.440000 sec): 3 clusters
  Score: Raw -741551.238742 + Penalty 2955.706158 = -738595.532584
  nChanged 13
		SP:Iteration 20F (8477.720000 sec): 3 clusters
  Score: Raw -741553.157088 + Penalty 2955.706158 = -738597.450931
  nChanged 9
		SP:Iteration 21Q (8477.930000 sec): 3 clusters
  Score: Raw -741553.921165 + Penalty 2955.706158 = -738598.215007
  nChanged 6
		SP:Iteration 22Q (8478.120000 sec): 3 clusters
  Score: Raw -741554.598020 + Penalty 2955.706158 = -738598.891862
  nChanged 5
		SP:Iteration 23Q (8478.320000 sec): 3 clusters
  Score: Raw -741555.126404 + Penalty 2955.706158 = -738599.420246
  nChanged 4
		SP:Iteration 24Q (8478.560000 sec): 3 clusters
  Score: Raw -741555.354788 + Penalty 2955.706158 = -738599.648630
  nChanged 1
		SP:Iteration 25Q (8478.750000 sec): 3 clusters
  Score: Raw -741555.532478 + Penalty 2955.706158 = -738599.826320
  nChanged 0
		SP:Iteration 26F (8478.960000 sec): 3 clusters
  Score: Raw -741555.532478 + Penalty 2955.706158 = -738599.826320
  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 10.68 GB.

 Trying to split cluster 50 (7444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8479.130000 sec): 2 clusters
  Score: Raw -695670.580678 + Penalty 1448.714088 = -694221.866590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8479.330000 sec): 3 clusters
  Score: Raw -691531.719460 + Penalty 2897.428176 = -688634.291285
  nChanged 3162
		SP:Iteration 1F (8479.540000 sec): 3 clusters
  Score: Raw -693205.829332 + Penalty 2897.428176 = -690308.401156
  nChanged 431
		SP:Iteration 2F (8479.830000 sec): 3 clusters
  Score: Raw -693378.455784 + Penalty 2897.428176 = -690481.027608
  nChanged 330
		SP:Iteration 3Q (8480.050000 sec): 3 clusters
  Score: Raw -693499.089205 + Penalty 2897.428176 = -690601.661029
  nChanged 265
		SP:Iteration 4Q (8480.280000 sec): 3 clusters
  Score: Raw -693582.397743 + Penalty 2897.428176 = -690684.969567
  nChanged 209
		SP:Iteration 5Q (8480.480000 sec): 3 clusters
  Score: Raw -693637.752939 + Penalty 2897.428176 = -690740.324763
  nChanged 160
		SP:Iteration 6Q (8480.720000 sec): 3 clusters
  Score: Raw -693681.759001 + Penalty 2897.428176 = -690784.330826
  nChanged 132
		SP:Iteration 7Q (8480.950000 sec): 3 clusters
  Score: Raw -693719.581044 + Penalty 2897.428176 = -690822.152868
  nChanged 124
		SP:Iteration 8Q (8481.180000 sec): 3 clusters
  Score: Raw -693752.235675 + Penalty 2897.428176 = -690854.807500
  nChanged 126
		SP:Iteration 9Q (8481.390000 sec): 3 clusters
  Score: Raw -693790.979027 + Penalty 2897.428176 = -690893.550851
  nChanged 113
		SP:Iteration 10Q (8481.580000 sec): 3 clusters
  Score: Raw -693824.601703 + Penalty 2897.428176 = -690927.173527
  nChanged 105
		SP:Iteration 11Q (8481.810000 sec): 3 clusters
  Score: Raw -693860.777325 + Penalty 2897.428176 = -690963.349149
  nChanged 114
		SP:Iteration 12Q (8482.030000 sec): 3 clusters
  Score: Raw -693898.209243 + Penalty 2897.428176 = -691000.781067
  nChanged 134
		SP:Iteration 13Q (8482.290000 sec): 3 clusters
  Score: Raw -693946.719856 + Penalty 2897.428176 = -691049.291681
  nChanged 148
		SP:Iteration 14Q (8482.460000 sec): 3 clusters
  Score: Raw -693997.784124 + Penalty 2897.428176 = -691100.355948
  nChanged 154
		SP:Iteration 15Q (8482.710000 sec): 3 clusters
  Score: Raw -694057.532468 + Penalty 2897.428176 = -691160.104293
  nChanged 171
		SP:Iteration 16Q (8482.970000 sec): 3 clusters
  Score: Raw -694130.561188 + Penalty 2897.428176 = -691233.133012
  nChanged 201
		SP:Iteration 17Q (8483.140000 sec): 3 clusters
  Score: Raw -694237.571264 + Penalty 2897.428176 = -691340.143088
  nChanged 236
		SP:Iteration 18Q (8483.410000 sec): 3 clusters
  Score: Raw -694366.612519 + Penalty 2897.428176 = -691469.184343
  nChanged 261
		SP:Iteration 19Q (8483.610000 sec): 3 clusters
  Score: Raw -694528.137587 + Penalty 2897.428176 = -691630.709411
  nChanged 285
		SP:Iteration 20F (8483.890000 sec): 3 clusters
  Score: Raw -694719.984041 + Penalty 2897.428176 = -691822.555865
  nChanged 304
		SP:Iteration 21Q (8484.100000 sec): 3 clusters
  Score: Raw -694951.812642 + Penalty 2897.428176 = -692054.384467
  nChanged 282
		SP:Iteration 22Q (8484.300000 sec): 3 clusters
  Score: Raw -695181.878734 + Penalty 2897.428176 = -692284.450558
  nChanged 219
		SP:Iteration 23Q (8484.500000 sec): 3 clusters
  Score: Raw -695363.622190 + Penalty 2897.428176 = -692466.194014
  nChanged 171
		SP:Iteration 24Q (8484.680000 sec): 3 clusters
  Score: Raw -695520.320468 + Penalty 2897.428176 = -692622.892293
  nChanged 112
		SP:Iteration 25Q (8484.860000 sec): 3 clusters
  Score: Raw -695627.124368 + Penalty 2897.428176 = -692729.696192
  nChanged 70
		SP:Iteration 26Q (8485.040000 sec): 3 clusters
  Score: Raw -695689.080433 + Penalty 2897.428176 = -692791.652258
  nChanged 33
		SP:Iteration 27Q (8485.290000 sec): 3 clusters
  Score: Raw -695718.335222 + Penalty 2897.428176 = -692820.907046
  nChanged 24
		SP:Iteration 28Q (8485.480000 sec): 3 clusters
  Score: Raw -695740.026454 + Penalty 2897.428176 = -692842.598278
  nChanged 14
		SP:Iteration 29Q (8485.700000 sec): 3 clusters
  Score: Raw -695754.125326 + Penalty 2897.428176 = -692856.697150
  nChanged 18
		SP:Iteration 30Q (8485.900000 sec): 3 clusters
  Score: Raw -695768.646379 + Penalty 2897.428176 = -692871.218203
  nChanged 14
		SP:Iteration 31Q (8486.080000 sec): 3 clusters
  Score: Raw -695785.268508 + Penalty 2897.428176 = -692887.840332
  nChanged 18
		SP:Iteration 32Q (8486.320000 sec): 3 clusters
  Score: Raw -695803.534123 + Penalty 2897.428176 = -692906.105947
  nChanged 18
		SP:Iteration 33Q (8486.550000 sec): 3 clusters
  Score: Raw -695819.698180 + Penalty 2897.428176 = -692922.270004
  nChanged 13
		SP:Iteration 34Q (8486.700000 sec): 3 clusters
  Score: Raw -695834.517137 + Penalty 2897.428176 = -692937.088962
  nChanged 8
		SP:Iteration 35Q (8486.880000 sec): 3 clusters
  Score: Raw -695841.502133 + Penalty 2897.428176 = -692944.073957
  nChanged 5
		SP:Iteration 36Q (8487.100000 sec): 3 clusters
  Score: Raw -695845.442020 + Penalty 2897.428176 = -692948.013844
  nChanged 2
		SP:Iteration 37Q (8487.290000 sec): 3 clusters
  Score: Raw -695846.744328 + Penalty 2897.428176 = -692949.316152
  nChanged 1
		SP:Iteration 38Q (8487.500000 sec): 3 clusters
  Score: Raw -695847.495435 + Penalty 2897.428176 = -692950.067260
  nChanged 0
		SP:Iteration 39F (8487.680000 sec): 3 clusters
  Score: Raw -695847.495435 + Penalty 2897.428176 = -692950.067260
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 51 (11542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8487.800000 sec): 2 clusters
  Score: Raw -984361.143463 + Penalty 1519.984023 = -982841.159440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8488.070000 sec): 3 clusters
  Score: Raw -977717.364300 + Penalty 3039.968046 = -974677.396253
  nChanged 5029
		SP:Iteration 1F (8488.280000 sec): 3 clusters
  Score: Raw -980637.094596 + Penalty 3039.968046 = -977597.126549
  nChanged 789
		SP:Iteration 2F (8488.510000 sec): 3 clusters
  Score: Raw -981061.060918 + Penalty 3039.968046 = -978021.092872
  nChanged 713
		SP:Iteration 3F (8488.730000 sec): 3 clusters
  Score: Raw -981443.154021 + Penalty 3039.968046 = -978403.185975
  nChanged 634
		SP:Iteration 4F (8488.960000 sec): 3 clusters
  Score: Raw -981809.575055 + Penalty 3039.968046 = -978769.607009
  nChanged 599
		SP:Iteration 5F (8489.190000 sec): 3 clusters
  Score: Raw -982167.164445 + Penalty 3039.968046 = -979127.196398
  nChanged 600
		SP:Iteration 6F (8489.440000 sec): 3 clusters
  Score: Raw -982574.961178 + Penalty 3039.968046 = -979534.993132
  nChanged 555
		SP:Iteration 7Q (8489.640000 sec): 3 clusters
  Score: Raw -982917.960845 + Penalty 3039.968046 = -979877.992799
  nChanged 482
		SP:Iteration 8Q (8489.920000 sec): 3 clusters
  Score: Raw -983166.610719 + Penalty 3039.968046 = -980126.642672
  nChanged 369
		SP:Iteration 9Q (8490.180000 sec): 3 clusters
  Score: Raw -983329.996594 + Penalty 3039.968046 = -980290.028548
  nChanged 270
		SP:Iteration 10Q (8490.470000 sec): 3 clusters
  Score: Raw -983429.604288 + Penalty 3039.968046 = -980389.636242
  nChanged 216
		SP:Iteration 11Q (8490.710000 sec): 3 clusters
  Score: Raw -983495.722981 + Penalty 3039.968046 = -980455.754935
  nChanged 171
		SP:Iteration 12Q (8490.990000 sec): 3 clusters
  Score: Raw -983537.592663 + Penalty 3039.968046 = -980497.624617
  nChanged 135
		SP:Iteration 13Q (8491.210000 sec): 3 clusters
  Score: Raw -983580.958478 + Penalty 3039.968046 = -980540.990432
  nChanged 130
		SP:Iteration 14Q (8491.470000 sec): 3 clusters
  Score: Raw -983616.742247 + Penalty 3039.968046 = -980576.774201
  nChanged 142
		SP:Iteration 15Q (8491.680000 sec): 3 clusters
  Score: Raw -983649.375154 + Penalty 3039.968046 = -980609.407107
  nChanged 119
		SP:Iteration 16Q (8491.980000 sec): 3 clusters
  Score: Raw -983678.337939 + Penalty 3039.968046 = -980638.369892
  nChanged 118
		SP:Iteration 17Q (8492.220000 sec): 3 clusters
  Score: Raw -983709.425511 + Penalty 3039.968046 = -980669.457464
  nChanged 121
		SP:Iteration 18Q (8492.540000 sec): 3 clusters
  Score: Raw -983740.685515 + Penalty 3039.968046 = -980700.717469
  nChanged 120
		SP:Iteration 19Q (8492.810000 sec): 3 clusters
  Score: Raw -983772.036262 + Penalty 3039.968046 = -980732.068216
  nChanged 111
		SP:Iteration 20F (8493.100000 sec): 3 clusters
  Score: Raw -983799.373048 + Penalty 3039.968046 = -980759.405002
  nChanged 101
		SP:Iteration 21Q (8493.350000 sec): 3 clusters
  Score: Raw -983821.020353 + Penalty 3039.968046 = -980781.052307
  nChanged 80
		SP:Iteration 22Q (8493.610000 sec): 3 clusters
  Score: Raw -983840.184892 + Penalty 3039.968046 = -980800.216846
  nChanged 75
		SP:Iteration 23Q (8493.890000 sec): 3 clusters
  Score: Raw -983857.518193 + Penalty 3039.968046 = -980817.550147
  nChanged 78
		SP:Iteration 24Q (8494.130000 sec): 3 clusters
  Score: Raw -983878.701825 + Penalty 3039.968046 = -980838.733779
  nChanged 82
		SP:Iteration 25Q (8494.400000 sec): 3 clusters
  Score: Raw -983903.419157 + Penalty 3039.968046 = -980863.451110
  nChanged 92
		SP:Iteration 26Q (8494.690000 sec): 3 clusters
  Score: Raw -983926.567055 + Penalty 3039.968046 = -980886.599008
  nChanged 92
		SP:Iteration 27Q (8494.930000 sec): 3 clusters
  Score: Raw -983947.910101 + Penalty 3039.968046 = -980907.942055
  nChanged 76
		SP:Iteration 28Q (8495.150000 sec): 3 clusters
  Score: Raw -983964.433260 + Penalty 3039.968046 = -980924.465214
  nChanged 74
		SP:Iteration 29Q (8495.440000 sec): 3 clusters
  Score: Raw -983978.306673 + Penalty 3039.968046 = -980938.338627
  nChanged 70
		SP:Iteration 30Q (8495.640000 sec): 3 clusters
  Score: Raw -983991.436986 + Penalty 3039.968046 = -980951.468940
  nChanged 63
		SP:Iteration 31Q (8495.930000 sec): 3 clusters
  Score: Raw -984005.890985 + Penalty 3039.968046 = -980965.922938
  nChanged 67
		SP:Iteration 32Q (8496.180000 sec): 3 clusters
  Score: Raw -984018.361645 + Penalty 3039.968046 = -980978.393599
  nChanged 68
		SP:Iteration 33Q (8496.410000 sec): 3 clusters
  Score: Raw -984031.797356 + Penalty 3039.968046 = -980991.829309
  nChanged 64
		SP:Iteration 34Q (8496.640000 sec): 3 clusters
  Score: Raw -984045.942840 + Penalty 3039.968046 = -981005.974793
  nChanged 67
		SP:Iteration 35Q (8496.920000 sec): 3 clusters
  Score: Raw -984060.859958 + Penalty 3039.968046 = -981020.891911
  nChanged 69
		SP:Iteration 36Q (8497.200000 sec): 3 clusters
  Score: Raw -984075.643653 + Penalty 3039.968046 = -981035.675606
  nChanged 65
		SP:Iteration 37Q (8497.410000 sec): 3 clusters
  Score: Raw -984087.911417 + Penalty 3039.968046 = -981047.943371
  nChanged 58
		SP:Iteration 38Q (8497.620000 sec): 3 clusters
  Score: Raw -984099.954465 + Penalty 3039.968046 = -981059.986419
  nChanged 50
		SP:Iteration 39Q (8497.830000 sec): 3 clusters
  Score: Raw -984107.377898 + Penalty 3039.968046 = -981067.409851
  nChanged 48
		SP:Iteration 40F (8498.100000 sec): 3 clusters
  Score: Raw -984115.880249 + Penalty 3039.968046 = -981075.912202
  nChanged 44
		SP:Iteration 41Q (8498.310000 sec): 3 clusters
  Score: Raw -984124.044019 + Penalty 3039.968046 = -981084.075973
  nChanged 44
		SP:Iteration 42Q (8498.620000 sec): 3 clusters
  Score: Raw -984131.498476 + Penalty 3039.968046 = -981091.530430
  nChanged 35
		SP:Iteration 43Q (8498.820000 sec): 3 clusters
  Score: Raw -984136.201415 + Penalty 3039.968046 = -981096.233368
  nChanged 25
		SP:Iteration 44Q (8499.060000 sec): 3 clusters
  Score: Raw -984139.348225 + Penalty 3039.968046 = -981099.380178
  nChanged 22
		SP:Iteration 45Q (8499.300000 sec): 3 clusters
  Score: Raw -984141.543077 + Penalty 3039.968046 = -981101.575031
  nChanged 14
		SP:Iteration 46Q (8499.650000 sec): 3 clusters
  Score: Raw -984142.909642 + Penalty 3039.968046 = -981102.941596
  nChanged 14
		SP:Iteration 47Q (8499.900000 sec): 3 clusters
  Score: Raw -984143.977843 + Penalty 3039.968046 = -981104.009797
  nChanged 13
		SP:Iteration 48Q (8500.100000 sec): 3 clusters
  Score: Raw -984145.144862 + Penalty 3039.968046 = -981105.176816
  nChanged 14
		SP:Iteration 49Q (8500.360000 sec): 3 clusters
  Score: Raw -984146.277096 + Penalty 3039.968046 = -981106.309049
  nChanged 10
		SP:Iteration 50Q (8500.590000 sec): 3 clusters
  Score: Raw -984147.501364 + Penalty 3039.968046 = -981107.533318
  nChanged 14
		SP:Iteration 51Q (8500.800000 sec): 3 clusters
  Score: Raw -984148.867065 + Penalty 3039.968046 = -981108.899019
  nChanged 12
		SP:Iteration 52Q (8501.020000 sec): 3 clusters
  Score: Raw -984150.331662 + Penalty 3039.968046 = -981110.363616
  nChanged 10
		SP:Iteration 53Q (8501.260000 sec): 3 clusters
  Score: Raw -984151.402031 + Penalty 3039.968046 = -981111.433984
  nChanged 6
		SP:Iteration 54Q (8501.480000 sec): 3 clusters
  Score: Raw -984152.006889 + Penalty 3039.968046 = -981112.038842
  nChanged 8
		SP:Iteration 55Q (8501.710000 sec): 3 clusters
  Score: Raw -984152.650272 + Penalty 3039.968046 = -981112.682225
  nChanged 7
		SP:Iteration 56Q (8501.930000 sec): 3 clusters
  Score: Raw -984153.473652 + Penalty 3039.968046 = -981113.505605
  nChanged 11
		SP:Iteration 57Q (8502.220000 sec): 3 clusters
  Score: Raw -984154.228145 + Penalty 3039.968046 = -981114.260099
  nChanged 6
		SP:Iteration 58Q (8502.430000 sec): 3 clusters
  Score: Raw -984154.674048 + Penalty 3039.968046 = -981114.706002
  nChanged 5
		SP:Iteration 59Q (8502.680000 sec): 3 clusters
  Score: Raw -984155.220816 + Penalty 3039.968046 = -981115.252770
  nChanged 5
		SP:Iteration 60F (8503.000000 sec): 3 clusters
  Score: Raw -984155.762180 + Penalty 3039.968046 = -981115.794134
  nChanged 4
		SP:Iteration 61Q (8503.310000 sec): 3 clusters
  Score: Raw -984156.045157 + Penalty 3039.968046 = -981116.077111
  nChanged 1
		SP:Iteration 62Q (8503.530000 sec): 3 clusters
  Score: Raw -984156.228806 + Penalty 3039.968046 = -981116.260760
  nChanged 3
		SP:Iteration 63Q (8503.820000 sec): 3 clusters
  Score: Raw -984156.561047 + Penalty 3039.968046 = -981116.593001
  nChanged 3
		SP:Iteration 64Q (8504.080000 sec): 3 clusters
  Score: Raw -984156.956429 + Penalty 3039.968046 = -981116.988382
  nChanged 4
		SP:Iteration 65Q (8504.270000 sec): 3 clusters
  Score: Raw -984157.347126 + Penalty 3039.968046 = -981117.379080
  nChanged 3
		SP:Iteration 66Q (8504.580000 sec): 3 clusters
  Score: Raw -984157.590590 + Penalty 3039.968046 = -981117.622544
  nChanged 4
		SP:Iteration 67Q (8504.860000 sec): 3 clusters
  Score: Raw -984158.020271 + Penalty 3039.968046 = -981118.052225
  nChanged 4
		SP:Iteration 68Q (8505.090000 sec): 3 clusters
  Score: Raw -984158.388579 + Penalty 3039.968046 = -981118.420533
  nChanged 2
		SP:Iteration 69Q (8505.300000 sec): 3 clusters
  Score: Raw -984158.586250 + Penalty 3039.968046 = -981118.618203
  nChanged 1
		SP:Iteration 70Q (8505.560000 sec): 3 clusters
  Score: Raw -984158.634547 + Penalty 3039.968046 = -981118.666500
  nChanged 1
		SP:Iteration 71Q (8505.800000 sec): 3 clusters
  Score: Raw -984158.838929 + Penalty 3039.968046 = -981118.870882
  nChanged 3
		SP:Iteration 72Q (8506.080000 sec): 3 clusters
  Score: Raw -984159.200522 + Penalty 3039.968046 = -981119.232475
  nChanged 5
		SP:Iteration 73Q (8506.350000 sec): 3 clusters
  Score: Raw -984159.607820 + Penalty 3039.968046 = -981119.639774
  nChanged 6
		SP:Iteration 74Q (8506.600000 sec): 3 clusters
  Score: Raw -984160.097261 + Penalty 3039.968046 = -981120.129214
  nChanged 6
		SP:Iteration 75Q (8506.870000 sec): 3 clusters
  Score: Raw -984160.582413 + Penalty 3039.968046 = -981120.614366
  nChanged 8
		SP:Iteration 76Q (8507.130000 sec): 3 clusters
  Score: Raw -984161.510097 + Penalty 3039.968046 = -981121.542051
  nChanged 8
		SP:Iteration 77Q (8507.340000 sec): 3 clusters
  Score: Raw -984162.444735 + Penalty 3039.968046 = -981122.476689
  nChanged 12
		SP:Iteration 78Q (8507.580000 sec): 3 clusters
  Score: Raw -984163.577696 + Penalty 3039.968046 = -981123.609650
  nChanged 11
		SP:Iteration 79Q (8507.800000 sec): 3 clusters
  Score: Raw -984164.609915 + Penalty 3039.968046 = -981124.641868
  nChanged 7
		SP:Iteration 80F (8508.030000 sec): 3 clusters
  Score: Raw -984165.193454 + Penalty 3039.968046 = -981125.225407
  nChanged 7
		SP:Iteration 81Q (8508.250000 sec): 3 clusters
  Score: Raw -984165.605279 + Penalty 3039.968046 = -981125.637233
  nChanged 4
		SP:Iteration 82Q (8508.500000 sec): 3 clusters
  Score: Raw -984165.826216 + Penalty 3039.968046 = -981125.858170
  nChanged 5
		SP:Iteration 83Q (8508.720000 sec): 3 clusters
  Score: Raw -984166.639110 + Penalty 3039.968046 = -981126.671064
  nChanged 8
		SP:Iteration 84Q (8508.950000 sec): 3 clusters
  Score: Raw -984167.883657 + Penalty 3039.968046 = -981127.915610
  nChanged 12
		SP:Iteration 85Q (8509.190000 sec): 3 clusters
  Score: Raw -984169.482656 + Penalty 3039.968046 = -981129.514609
  nChanged 17
		SP:Iteration 86Q (8509.360000 sec): 3 clusters
  Score: Raw -984170.981246 + Penalty 3039.968046 = -981131.013199
  nChanged 13
		SP:Iteration 87Q (8509.580000 sec): 3 clusters
  Score: Raw -984171.890129 + Penalty 3039.968046 = -981131.922082
  nChanged 10
		SP:Iteration 88Q (8509.800000 sec): 3 clusters
  Score: Raw -984172.568213 + Penalty 3039.968046 = -981132.600166
  nChanged 11
		SP:Iteration 89Q (8509.960000 sec): 3 clusters
  Score: Raw -984173.431118 + Penalty 3039.968046 = -981133.463071
  nChanged 9
		SP:Iteration 90Q (8510.180000 sec): 3 clusters
  Score: Raw -984174.573807 + Penalty 3039.968046 = -981134.605760
  nChanged 7
		SP:Iteration 91Q (8510.380000 sec): 3 clusters
  Score: Raw -984175.219545 + Penalty 3039.968046 = -981135.251499
  nChanged 10
		SP:Iteration 92Q (8510.590000 sec): 3 clusters
  Score: Raw -984176.010934 + Penalty 3039.968046 = -981136.042888
  nChanged 7
		SP:Iteration 93Q (8510.790000 sec): 3 clusters
  Score: Raw -984176.784747 + Penalty 3039.968046 = -981136.816701
  nChanged 10
		SP:Iteration 94Q (8510.990000 sec): 3 clusters
  Score: Raw -984177.977058 + Penalty 3039.968046 = -981138.009011
  nChanged 12
		SP:Iteration 95Q (8511.270000 sec): 3 clusters
  Score: Raw -984179.173311 + Penalty 3039.968046 = -981139.205265
  nChanged 11
		SP:Iteration 96Q (8511.540000 sec): 3 clusters
  Score: Raw -984180.108354 + Penalty 3039.968046 = -981140.140308
  nChanged 10
		SP:Iteration 97Q (8511.850000 sec): 3 clusters
  Score: Raw -984181.359025 + Penalty 3039.968046 = -981141.390978
  nChanged 8
		SP:Iteration 98Q (8512.080000 sec): 3 clusters
  Score: Raw -984182.313611 + Penalty 3039.968046 = -981142.345565
  nChanged 14
		SP:Iteration 99Q (8512.280000 sec): 3 clusters
  Score: Raw -984183.640807 + Penalty 3039.968046 = -981143.672761
  nChanged 12
		SP:Iteration 100F (8512.520000 sec): 3 clusters
  Score: Raw -984184.935695 + Penalty 3039.968046 = -981144.967648
  nChanged 11
		SP:Iteration 101Q (8512.790000 sec): 3 clusters
  Score: Raw -984186.001172 + Penalty 3039.968046 = -981146.033126
  nChanged 9
		SP:Iteration 102Q (8513.040000 sec): 3 clusters
  Score: Raw -984186.997778 + Penalty 3039.968046 = -981147.029732
  nChanged 8
		SP:Iteration 103Q (8513.250000 sec): 3 clusters
  Score: Raw -984187.907937 + Penalty 3039.968046 = -981147.939891
  nChanged 11
		SP:Iteration 104Q (8513.510000 sec): 3 clusters
  Score: Raw -984188.782472 + Penalty 3039.968046 = -981148.814426
  nChanged 5
		SP:Iteration 105Q (8513.790000 sec): 3 clusters
  Score: Raw -984189.064583 + Penalty 3039.968046 = -981149.096537
  nChanged 7
		SP:Iteration 106Q (8514.030000 sec): 3 clusters
  Score: Raw -984189.523109 + Penalty 3039.968046 = -981149.555062
  nChanged 6
		SP:Iteration 107Q (8514.260000 sec): 3 clusters
  Score: Raw -984190.196194 + Penalty 3039.968046 = -981150.228147
  nChanged 6
		SP:Iteration 108Q (8514.540000 sec): 3 clusters
  Score: Raw -984190.853553 + Penalty 3039.968046 = -981150.885506
  nChanged 11
		SP:Iteration 109Q (8514.760000 sec): 3 clusters
  Score: Raw -984192.041424 + Penalty 3039.968046 = -981152.073378
  nChanged 14
		SP:Iteration 110Q (8515.050000 sec): 3 clusters
  Score: Raw -984193.704903 + Penalty 3039.968046 = -981153.736857
  nChanged 15
		SP:Iteration 111Q (8515.270000 sec): 3 clusters
  Score: Raw -984195.442775 + Penalty 3039.968046 = -981155.474729
  nChanged 10
		SP:Iteration 112Q (8515.550000 sec): 3 clusters
  Score: Raw -984196.286648 + Penalty 3039.968046 = -981156.318601
  nChanged 12
		SP:Iteration 113Q (8515.840000 sec): 3 clusters
  Score: Raw -984197.670754 + Penalty 3039.968046 = -981157.702707
  nChanged 20
		SP:Iteration 114Q (8516.050000 sec): 3 clusters
  Score: Raw -984200.150095 + Penalty 3039.968046 = -981160.182048
  nChanged 21
		SP:Iteration 115Q (8516.290000 sec): 3 clusters
  Score: Raw -984202.601032 + Penalty 3039.968046 = -981162.632985
  nChanged 15
		SP:Iteration 116Q (8516.610000 sec): 3 clusters
  Score: Raw -984204.609764 + Penalty 3039.968046 = -981164.641718
  nChanged 15
		SP:Iteration 117Q (8516.830000 sec): 3 clusters
  Score: Raw -984205.959172 + Penalty 3039.968046 = -981165.991126
  nChanged 12
		SP:Iteration 118Q (8517.150000 sec): 3 clusters
  Score: Raw -984207.283202 + Penalty 3039.968046 = -981167.315156
  nChanged 13
		SP:Iteration 119Q (8517.350000 sec): 3 clusters
  Score: Raw -984208.277744 + Penalty 3039.968046 = -981168.309697
  nChanged 10
		SP:Iteration 120F (8517.610000 sec): 3 clusters
  Score: Raw -984209.033245 + Penalty 3039.968046 = -981169.065198
  nChanged 9
		SP:Iteration 121Q (8517.870000 sec): 3 clusters
  Score: Raw -984210.113471 + Penalty 3039.968046 = -981170.145425
  nChanged 13
		SP:Iteration 122Q (8518.090000 sec): 3 clusters
  Score: Raw -984211.752621 + Penalty 3039.968046 = -981171.784575
  nChanged 10
		SP:Iteration 123Q (8518.330000 sec): 3 clusters
  Score: Raw -984212.897113 + Penalty 3039.968046 = -981172.929067
  nChanged 11
		SP:Iteration 124Q (8518.610000 sec): 3 clusters
  Score: Raw -984214.398027 + Penalty 3039.968046 = -981174.429980
  nChanged 20
		SP:Iteration 125Q (8518.830000 sec): 3 clusters
  Score: Raw -984217.025876 + Penalty 3039.968046 = -981177.057830
  nChanged 20
		SP:Iteration 126Q (8519.110000 sec): 3 clusters
  Score: Raw -984219.657793 + Penalty 3039.968046 = -981179.689747
  nChanged 18
		SP:Iteration 127Q (8519.330000 sec): 3 clusters
  Score: Raw -984221.924600 + Penalty 3039.968046 = -981181.956553
  nChanged 14
		SP:Iteration 128Q (8519.600000 sec): 3 clusters
  Score: Raw -984223.633568 + Penalty 3039.968046 = -981183.665521
  nChanged 17
		SP:Iteration 129Q (8519.830000 sec): 3 clusters
  Score: Raw -984225.556450 + Penalty 3039.968046 = -981185.588403
  nChanged 15
		SP:Iteration 130Q (8520.050000 sec): 3 clusters
  Score: Raw -984227.386100 + Penalty 3039.968046 = -981187.418054
  nChanged 14
		SP:Iteration 131Q (8520.330000 sec): 3 clusters
  Score: Raw -984228.847584 + Penalty 3039.968046 = -981188.879537
  nChanged 14
		SP:Iteration 132Q (8520.540000 sec): 3 clusters
  Score: Raw -984231.052793 + Penalty 3039.968046 = -981191.084746
  nChanged 15
		SP:Iteration 133Q (8520.790000 sec): 3 clusters
  Score: Raw -984232.420553 + Penalty 3039.968046 = -981192.452507
  nChanged 12
		SP:Iteration 134Q (8521.000000 sec): 3 clusters
  Score: Raw -984233.476824 + Penalty 3039.968046 = -981193.508778
  nChanged 11
		SP:Iteration 135Q (8521.240000 sec): 3 clusters
  Score: Raw -984234.460607 + Penalty 3039.968046 = -981194.492560
  nChanged 12
		SP:Iteration 136Q (8521.450000 sec): 3 clusters
  Score: Raw -984235.412543 + Penalty 3039.968046 = -981195.444496
  nChanged 10
		SP:Iteration 137Q (8521.650000 sec): 3 clusters
  Score: Raw -984236.062337 + Penalty 3039.968046 = -981196.094290
  nChanged 9
		SP:Iteration 138Q (8521.890000 sec): 3 clusters
  Score: Raw -984236.735822 + Penalty 3039.968046 = -981196.767775
  nChanged 7
		SP:Iteration 139Q (8522.120000 sec): 3 clusters
  Score: Raw -984237.345986 + Penalty 3039.968046 = -981197.377940
  nChanged 11
		SP:Iteration 140F (8522.380000 sec): 3 clusters
  Score: Raw -984238.246556 + Penalty 3039.968046 = -981198.278509
  nChanged 5
		SP:Iteration 141Q (8522.540000 sec): 3 clusters
  Score: Raw -984238.749102 + Penalty 3039.968046 = -981198.781056
  nChanged 5
		SP:Iteration 142Q (8522.770000 sec): 3 clusters
  Score: Raw -984239.519641 + Penalty 3039.968046 = -981199.551595
  nChanged 5
		SP:Iteration 143Q (8523.010000 sec): 3 clusters
  Score: Raw -984240.229137 + Penalty 3039.968046 = -981200.261090
  nChanged 5
		SP:Iteration 144Q (8523.250000 sec): 3 clusters
  Score: Raw -984240.662282 + Penalty 3039.968046 = -981200.694235
  nChanged 6
		SP:Iteration 145Q (8523.480000 sec): 3 clusters
  Score: Raw -984241.054727 + Penalty 3039.968046 = -981201.086681
  nChanged 5
		SP:Iteration 146Q (8523.720000 sec): 3 clusters
  Score: Raw -984241.413929 + Penalty 3039.968046 = -981201.445883
  nChanged 6
		SP:Iteration 147Q (8523.960000 sec): 3 clusters
  Score: Raw -984242.144039 + Penalty 3039.968046 = -981202.175993
  nChanged 10
		SP:Iteration 148Q (8524.220000 sec): 3 clusters
  Score: Raw -984243.237784 + Penalty 3039.968046 = -981203.269738
  nChanged 8
		SP:Iteration 149Q (8524.510000 sec): 3 clusters
  Score: Raw -984244.041260 + Penalty 3039.968046 = -981204.073214
  nChanged 5
		SP:Iteration 150Q (8524.770000 sec): 3 clusters
  Score: Raw -984244.636547 + Penalty 3039.968046 = -981204.668500
  nChanged 7
		SP:Iteration 151Q (8525.090000 sec): 3 clusters
  Score: Raw -984245.498293 + Penalty 3039.968046 = -981205.530247
  nChanged 7
		SP:Iteration 152Q (8525.340000 sec): 3 clusters
  Score: Raw -984246.134053 + Penalty 3039.968046 = -981206.166006
  nChanged 9
		SP:Iteration 153Q (8525.610000 sec): 3 clusters
  Score: Raw -984246.978015 + Penalty 3039.968046 = -981207.009969
  nChanged 8
		SP:Iteration 154Q (8525.900000 sec): 3 clusters
  Score: Raw -984248.201202 + Penalty 3039.968046 = -981208.233155
  nChanged 15
		SP:Iteration 155Q (8526.120000 sec): 3 clusters
  Score: Raw -984250.333581 + Penalty 3039.968046 = -981210.365535
  nChanged 12
		SP:Iteration 156Q (8526.370000 sec): 3 clusters
  Score: Raw -984251.815849 + Penalty 3039.968046 = -981211.847802
  nChanged 11
		SP:Iteration 157Q (8526.600000 sec): 3 clusters
  Score: Raw -984252.737666 + Penalty 3039.968046 = -981212.769619
  nChanged 5
		SP:Iteration 158Q (8526.860000 sec): 3 clusters
  Score: Raw -984253.274081 + Penalty 3039.968046 = -981213.306035
  nChanged 6
		SP:Iteration 159Q (8527.070000 sec): 3 clusters
  Score: Raw -984253.763560 + Penalty 3039.968046 = -981213.795513
  nChanged 3
		SP:Iteration 160F (8527.290000 sec): 3 clusters
  Score: Raw -984254.067006 + Penalty 3039.968046 = -981214.098959
  nChanged 1
		SP:Iteration 161Q (8527.540000 sec): 3 clusters
  Score: Raw -984254.202858 + Penalty 3039.968046 = -981214.234812
  nChanged 1
		SP:Iteration 162Q (8527.730000 sec): 3 clusters
  Score: Raw -984254.470380 + Penalty 3039.968046 = -981214.502333
  nChanged 1
		SP:Iteration 163Q (8527.940000 sec): 3 clusters
  Score: Raw -984254.534020 + Penalty 3039.968046 = -981214.565974
  nChanged 0
		SP:Iteration 164F (8528.150000 sec): 3 clusters
  Score: Raw -984254.534020 + Penalty 3039.968046 = -981214.565974
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 52 (14882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8528.350000 sec): 2 clusters
  Score: Raw -1252273.038383 + Penalty 1561.285003 = -1250711.753380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8528.560000 sec): 3 clusters
  Score: Raw -1243554.114185 + Penalty 3122.570005 = -1240431.544180
  nChanged 6573
		SP:Iteration 1F (8528.820000 sec): 3 clusters
  Score: Raw -1247166.910268 + Penalty 3122.570005 = -1244044.340262
  nChanged 954
		SP:Iteration 2F (8529.030000 sec): 3 clusters
  Score: Raw -1247732.156729 + Penalty 3122.570005 = -1244609.586724
  nChanged 1078
		SP:Iteration 3F (8529.300000 sec): 3 clusters
  Score: Raw -1248552.880238 + Penalty 3122.570005 = -1245430.310232
  nChanged 1206
		SP:Iteration 4F (8529.520000 sec): 3 clusters
  Score: Raw -1249612.749193 + Penalty 3122.570005 = -1246490.179188
  nChanged 1195
		SP:Iteration 5F (8529.780000 sec): 3 clusters
  Score: Raw -1250643.262038 + Penalty 3122.570005 = -1247520.692033
  nChanged 1004
		SP:Iteration 6F (8530.030000 sec): 3 clusters
  Score: Raw -1251329.425452 + Penalty 3122.570005 = -1248206.855447
  nChanged 712
		SP:Iteration 7Q (8530.310000 sec): 3 clusters
  Score: Raw -1251709.032480 + Penalty 3122.570005 = -1248586.462474
  nChanged 495
		SP:Iteration 8Q (8530.570000 sec): 3 clusters
  Score: Raw -1251949.712328 + Penalty 3122.570005 = -1248827.142323
  nChanged 383
		SP:Iteration 9Q (8530.780000 sec): 3 clusters
  Score: Raw -1252135.287402 + Penalty 3122.570005 = -1249012.717396
  nChanged 348
		SP:Iteration 10Q (8531.020000 sec): 3 clusters
  Score: Raw -1252322.088531 + Penalty 3122.570005 = -1249199.518526
  nChanged 329
		SP:Iteration 11Q (8531.290000 sec): 3 clusters
  Score: Raw -1252480.982331 + Penalty 3122.570005 = -1249358.412326
  nChanged 272
		SP:Iteration 12Q (8531.580000 sec): 3 clusters
  Score: Raw -1252619.650123 + Penalty 3122.570005 = -1249497.080118
  nChanged 210
		SP:Iteration 13Q (8531.810000 sec): 3 clusters
  Score: Raw -1252721.402552 + Penalty 3122.570005 = -1249598.832547
  nChanged 186
		SP:Iteration 14Q (8532.070000 sec): 3 clusters
  Score: Raw -1252808.151742 + Penalty 3122.570005 = -1249685.581737
  nChanged 170
		SP:Iteration 15Q (8532.330000 sec): 3 clusters
  Score: Raw -1252862.819871 + Penalty 3122.570005 = -1249740.249866
  nChanged 120
		SP:Iteration 16Q (8532.580000 sec): 3 clusters
  Score: Raw -1252901.622085 + Penalty 3122.570005 = -1249779.052080
  nChanged 97
		SP:Iteration 17Q (8532.840000 sec): 3 clusters
  Score: Raw -1252927.694924 + Penalty 3122.570005 = -1249805.124919
  nChanged 68
		SP:Iteration 18Q (8533.130000 sec): 3 clusters
  Score: Raw -1252939.318492 + Penalty 3122.570005 = -1249816.748487
  nChanged 47
		SP:Iteration 19Q (8533.420000 sec): 3 clusters
  Score: Raw -1252947.573966 + Penalty 3122.570005 = -1249825.003961
  nChanged 46
		SP:Iteration 20F (8533.650000 sec): 3 clusters
  Score: Raw -1252955.054285 + Penalty 3122.570005 = -1249832.484280
  nChanged 33
		SP:Iteration 21Q (8533.930000 sec): 3 clusters
  Score: Raw -1252960.731180 + Penalty 3122.570005 = -1249838.161175
  nChanged 40
		SP:Iteration 22Q (8534.200000 sec): 3 clusters
  Score: Raw -1252968.527443 + Penalty 3122.570005 = -1249845.957438
  nChanged 48
		SP:Iteration 23Q (8534.510000 sec): 3 clusters
  Score: Raw -1252978.255691 + Penalty 3122.570005 = -1249855.685686
  nChanged 64
		SP:Iteration 24Q (8534.730000 sec): 3 clusters
  Score: Raw -1252991.158342 + Penalty 3122.570005 = -1249868.588337
  nChanged 57
		SP:Iteration 25Q (8534.940000 sec): 3 clusters
  Score: Raw -1253001.523660 + Penalty 3122.570005 = -1249878.953655
  nChanged 49
		SP:Iteration 26Q (8535.170000 sec): 3 clusters
  Score: Raw -1253010.437975 + Penalty 3122.570005 = -1249887.867970
  nChanged 44
		SP:Iteration 27Q (8535.390000 sec): 3 clusters
  Score: Raw -1253016.798090 + Penalty 3122.570005 = -1249894.228085
  nChanged 37
		SP:Iteration 28Q (8535.620000 sec): 3 clusters
  Score: Raw -1253023.375156 + Penalty 3122.570005 = -1249900.805151
  nChanged 29
		SP:Iteration 29Q (8535.850000 sec): 3 clusters
  Score: Raw -1253027.874533 + Penalty 3122.570005 = -1249905.304528
  nChanged 37
		SP:Iteration 30Q (8536.120000 sec): 3 clusters
  Score: Raw -1253032.751281 + Penalty 3122.570005 = -1249910.181276
  nChanged 24
		SP:Iteration 31Q (8536.400000 sec): 3 clusters
  Score: Raw -1253035.597402 + Penalty 3122.570005 = -1249913.027397
  nChanged 24
		SP:Iteration 32Q (8536.660000 sec): 3 clusters
  Score: Raw -1253039.083855 + Penalty 3122.570005 = -1249916.513850
  nChanged 21
		SP:Iteration 33Q (8536.840000 sec): 3 clusters
  Score: Raw -1253041.586398 + Penalty 3122.570005 = -1249919.016393
  nChanged 23
		SP:Iteration 34Q (8537.090000 sec): 3 clusters
  Score: Raw -1253044.430448 + Penalty 3122.570005 = -1249921.860443
  nChanged 26
		SP:Iteration 35Q (8537.340000 sec): 3 clusters
  Score: Raw -1253048.644392 + Penalty 3122.570005 = -1249926.074387
  nChanged 26
		SP:Iteration 36Q (8537.590000 sec): 3 clusters
  Score: Raw -1253051.946193 + Penalty 3122.570005 = -1249929.376188
  nChanged 20
		SP:Iteration 37Q (8537.850000 sec): 3 clusters
  Score: Raw -1253053.990699 + Penalty 3122.570005 = -1249931.420694
  nChanged 23
		SP:Iteration 38Q (8538.060000 sec): 3 clusters
  Score: Raw -1253056.169080 + Penalty 3122.570005 = -1249933.599075
  nChanged 21
		SP:Iteration 39Q (8538.350000 sec): 3 clusters
  Score: Raw -1253058.766491 + Penalty 3122.570005 = -1249936.196485
  nChanged 25
		SP:Iteration 40F (8538.580000 sec): 3 clusters
  Score: Raw -1253062.204303 + Penalty 3122.570005 = -1249939.634298
  nChanged 19
		SP:Iteration 41Q (8538.830000 sec): 3 clusters
  Score: Raw -1253064.856977 + Penalty 3122.570005 = -1249942.286972
  nChanged 21
		SP:Iteration 42Q (8539.120000 sec): 3 clusters
  Score: Raw -1253068.528924 + Penalty 3122.570005 = -1249945.958919
  nChanged 26
		SP:Iteration 43Q (8539.350000 sec): 3 clusters
  Score: Raw -1253072.261220 + Penalty 3122.570005 = -1249949.691215
  nChanged 32
		SP:Iteration 44Q (8539.660000 sec): 3 clusters
  Score: Raw -1253076.887631 + Penalty 3122.570005 = -1249954.317626
  nChanged 38
		SP:Iteration 45Q (8539.960000 sec): 3 clusters
  Score: Raw -1253082.603862 + Penalty 3122.570005 = -1249960.033857
  nChanged 35
		SP:Iteration 46Q (8540.220000 sec): 3 clusters
  Score: Raw -1253087.598188 + Penalty 3122.570005 = -1249965.028183
  nChanged 35
		SP:Iteration 47Q (8540.470000 sec): 3 clusters
  Score: Raw -1253093.234198 + Penalty 3122.570005 = -1249970.664193
  nChanged 41
		SP:Iteration 48Q (8540.770000 sec): 3 clusters
  Score: Raw -1253099.224951 + Penalty 3122.570005 = -1249976.654946
  nChanged 32
		SP:Iteration 49Q (8541.050000 sec): 3 clusters
  Score: Raw -1253104.522575 + Penalty 3122.570005 = -1249981.952570
  nChanged 31
		SP:Iteration 50Q (8541.330000 sec): 3 clusters
  Score: Raw -1253109.712636 + Penalty 3122.570005 = -1249987.142630
  nChanged 29
		SP:Iteration 51Q (8541.580000 sec): 3 clusters
  Score: Raw -1253113.671668 + Penalty 3122.570005 = -1249991.101663
  nChanged 28
		SP:Iteration 52Q (8541.810000 sec): 3 clusters
  Score: Raw -1253118.044489 + Penalty 3122.570005 = -1249995.474484
  nChanged 24
		SP:Iteration 53Q (8542.070000 sec): 3 clusters
  Score: Raw -1253121.537858 + Penalty 3122.570005 = -1249998.967853
  nChanged 22
		SP:Iteration 54Q (8542.310000 sec): 3 clusters
  Score: Raw -1253124.177623 + Penalty 3122.570005 = -1250001.607618
  nChanged 13
		SP:Iteration 55Q (8542.590000 sec): 3 clusters
  Score: Raw -1253125.174800 + Penalty 3122.570005 = -1250002.604795
  nChanged 15
		SP:Iteration 56Q (8542.850000 sec): 3 clusters
  Score: Raw -1253126.562090 + Penalty 3122.570005 = -1250003.992085
  nChanged 4
		SP:Iteration 57Q (8543.130000 sec): 3 clusters
  Score: Raw -1253126.983350 + Penalty 3122.570005 = -1250004.413345
  nChanged 5
		SP:Iteration 58Q (8543.380000 sec): 3 clusters
  Score: Raw -1253127.289354 + Penalty 3122.570005 = -1250004.719349
  nChanged 2
		SP:Iteration 59Q (8543.630000 sec): 3 clusters
  Score: Raw -1253127.603055 + Penalty 3122.570005 = -1250005.033050
  nChanged 1
		SP:Iteration 60F (8543.960000 sec): 3 clusters
  Score: Raw -1253127.657178 + Penalty 3122.570005 = -1250005.087173
  nChanged 1
		SP:Iteration 61Q (8544.200000 sec): 3 clusters
  Score: Raw -1253127.718780 + Penalty 3122.570005 = -1250005.148775
  nChanged 1
		SP:Iteration 62Q (8544.440000 sec): 3 clusters
  Score: Raw -1253127.803259 + Penalty 3122.570005 = -1250005.233254
  nChanged 0
		SP:Iteration 63F (8544.700000 sec): 3 clusters
  Score: Raw -1253127.803259 + Penalty 3122.570005 = -1250005.233254
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 53 (4113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8544.830000 sec): 2 clusters
  Score: Raw -322877.959850 + Penalty 1352.310045 = -321525.649805
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8545.060000 sec): 3 clusters
  Score: Raw -320846.611438 + Penalty 2704.620090 = -318141.991348
  nChanged 1635
		SP:Iteration 1F (8545.260000 sec): 3 clusters
  Score: Raw -321861.919325 + Penalty 2704.620090 = -319157.299235
  nChanged 419
		SP:Iteration 2F (8545.470000 sec): 3 clusters
  Score: Raw -322266.729863 + Penalty 2704.620090 = -319562.109773
  nChanged 388
		SP:Iteration 3F (8545.670000 sec): 3 clusters
  Score: Raw -322678.904747 + Penalty 2704.620090 = -319974.284657
  nChanged 314
		SP:Iteration 4F (8545.840000 sec): 3 clusters
  Score: Raw -323039.831985 + Penalty 2704.620090 = -320335.211895
  nChanged 247
		SP:Iteration 5F (8546.090000 sec): 3 clusters
  Score: Raw -323302.571315 + Penalty 2704.620090 = -320597.951226
  nChanged 201
		SP:Iteration 6Q (8546.290000 sec): 3 clusters
  Score: Raw -323506.267157 + Penalty 2704.620090 = -320801.647067
  nChanged 180
		SP:Iteration 7Q (8546.490000 sec): 3 clusters
  Score: Raw -323676.892524 + Penalty 2704.620090 = -320972.272434
  nChanged 135
		SP:Iteration 8Q (8546.670000 sec): 3 clusters
  Score: Raw -323815.028662 + Penalty 2704.620090 = -321110.408572
  nChanged 126
		SP:Iteration 9Q (8546.840000 sec): 3 clusters
  Score: Raw -323951.802284 + Penalty 2704.620090 = -321247.182195
  nChanged 90
		SP:Iteration 10Q (8547.030000 sec): 3 clusters
  Score: Raw -324064.759619 + Penalty 2704.620090 = -321360.139530
  nChanged 89
		SP:Iteration 11Q (8547.190000 sec): 3 clusters
  Score: Raw -324183.840472 + Penalty 2704.620090 = -321479.220382
  nChanged 87
		SP:Iteration 12Q (8547.370000 sec): 3 clusters
  Score: Raw -324263.621893 + Penalty 2704.620090 = -321559.001803
  nChanged 72
		SP:Iteration 13Q (8547.550000 sec): 3 clusters
  Score: Raw -324335.777051 + Penalty 2704.620090 = -321631.156961
  nChanged 68
		SP:Iteration 14Q (8547.770000 sec): 3 clusters
  Score: Raw -324387.334591 + Penalty 2704.620090 = -321682.714501
  nChanged 46
		SP:Iteration 15Q (8547.980000 sec): 3 clusters
  Score: Raw -324420.675649 + Penalty 2704.620090 = -321716.055559
  nChanged 38
		SP:Iteration 16Q (8548.180000 sec): 3 clusters
  Score: Raw -324454.438083 + Penalty 2704.620090 = -321749.817994
  nChanged 37
		SP:Iteration 17Q (8548.370000 sec): 3 clusters
  Score: Raw -324495.037031 + Penalty 2704.620090 = -321790.416941
  nChanged 39
		SP:Iteration 18Q (8548.530000 sec): 3 clusters
  Score: Raw -324539.107496 + Penalty 2704.620090 = -321834.487406
  nChanged 33
		SP:Iteration 19Q (8548.770000 sec): 3 clusters
  Score: Raw -324564.401774 + Penalty 2704.620090 = -321859.781684
  nChanged 21
		SP:Iteration 20F (8548.980000 sec): 3 clusters
  Score: Raw -324581.614061 + Penalty 2704.620090 = -321876.993971
  nChanged 13
		SP:Iteration 21Q (8549.160000 sec): 3 clusters
  Score: Raw -324588.291307 + Penalty 2704.620090 = -321883.671217
  nChanged 2
		SP:Iteration 22Q (8549.380000 sec): 3 clusters
  Score: Raw -324588.705955 + Penalty 2704.620090 = -321884.085865
  nChanged 2
		SP:Iteration 23Q (8549.550000 sec): 3 clusters
  Score: Raw -324589.075727 + Penalty 2704.620090 = -321884.455638
  nChanged 1
		SP:Iteration 24Q (8549.710000 sec): 3 clusters
  Score: Raw -324589.299990 + Penalty 2704.620090 = -321884.679901
  nChanged 3
		SP:Iteration 25Q (8549.850000 sec): 3 clusters
  Score: Raw -324589.733427 + Penalty 2704.620090 = -321885.113337
  nChanged 1
		SP:Iteration 26Q (8550.090000 sec): 3 clusters
  Score: Raw -324589.913340 + Penalty 2704.620090 = -321885.293251
  nChanged 0
		SP:Iteration 27F (8550.240000 sec): 3 clusters
  Score: Raw -324589.913340 + Penalty 2704.620090 = -321885.293251
  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 10.68 GB.

 Trying to split cluster 54 (29864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8550.530000 sec): 2 clusters
  Score: Raw -2443446.377393 + Penalty 1674.466466 = -2441771.910927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8550.880000 sec): 3 clusters
  Score: Raw -2425158.536038 + Penalty 3348.932932 = -2421809.603106
  nChanged 13752
		SP:Iteration 1F (8551.250000 sec): 3 clusters
  Score: Raw -2432899.127420 + Penalty 3348.932932 = -2429550.194488
  nChanged 1565
		SP:Iteration 2F (8551.610000 sec): 3 clusters
  Score: Raw -2433496.161078 + Penalty 3348.932932 = -2430147.228146
  nChanged 1455
		SP:Iteration 3Q (8551.960000 sec): 3 clusters
  Score: Raw -2434079.031664 + Penalty 3348.932932 = -2430730.098732
  nChanged 1428
		SP:Iteration 4Q (8552.290000 sec): 3 clusters
  Score: Raw -2434639.440549 + Penalty 3348.932932 = -2431290.507617
  nChanged 1363
		SP:Iteration 5Q (8552.650000 sec): 3 clusters
  Score: Raw -2435207.233996 + Penalty 3348.932932 = -2431858.301064
  nChanged 1367
		SP:Iteration 6Q (8553.040000 sec): 3 clusters
  Score: Raw -2435832.127094 + Penalty 3348.932932 = -2432483.194162
  nChanged 1419
		SP:Iteration 7Q (8553.370000 sec): 3 clusters
  Score: Raw -2436487.514782 + Penalty 3348.932932 = -2433138.581850
  nChanged 1394
		SP:Iteration 8Q (8553.700000 sec): 3 clusters
  Score: Raw -2437132.596598 + Penalty 3348.932932 = -2433783.663666
  nChanged 1295
		SP:Iteration 9Q (8554.040000 sec): 3 clusters
  Score: Raw -2437696.921551 + Penalty 3348.932932 = -2434347.988620
  nChanged 1195
		SP:Iteration 10Q (8554.390000 sec): 3 clusters
  Score: Raw -2438189.246510 + Penalty 3348.932932 = -2434840.313578
  nChanged 1061
		SP:Iteration 11Q (8554.720000 sec): 3 clusters
  Score: Raw -2438591.820832 + Penalty 3348.932932 = -2435242.887900
  nChanged 953
		SP:Iteration 12Q (8555.050000 sec): 3 clusters
  Score: Raw -2438983.437073 + Penalty 3348.932932 = -2435634.504141
  nChanged 877
		SP:Iteration 13Q (8555.420000 sec): 3 clusters
  Score: Raw -2439343.630433 + Penalty 3348.932932 = -2435994.697502
  nChanged 848
		SP:Iteration 14Q (8555.780000 sec): 3 clusters
  Score: Raw -2439716.865300 + Penalty 3348.932932 = -2436367.932368
  nChanged 792
		SP:Iteration 15Q (8556.110000 sec): 3 clusters
  Score: Raw -2440035.412532 + Penalty 3348.932932 = -2436686.479601
  nChanged 703
		SP:Iteration 16Q (8556.400000 sec): 3 clusters
  Score: Raw -2440296.462318 + Penalty 3348.932932 = -2436947.529386
  nChanged 603
		SP:Iteration 17Q (8556.680000 sec): 3 clusters
  Score: Raw -2440497.691880 + Penalty 3348.932932 = -2437148.758948
  nChanged 537
		SP:Iteration 18Q (8556.970000 sec): 3 clusters
  Score: Raw -2440675.250050 + Penalty 3348.932932 = -2437326.317118
  nChanged 521
		SP:Iteration 19Q (8557.350000 sec): 3 clusters
  Score: Raw -2440855.292142 + Penalty 3348.932932 = -2437506.359211
  nChanged 498
		SP:Iteration 20F (8557.690000 sec): 3 clusters
  Score: Raw -2441027.375048 + Penalty 3348.932932 = -2437678.442117
  nChanged 492
		SP:Iteration 21Q (8557.960000 sec): 3 clusters
  Score: Raw -2441208.188887 + Penalty 3348.932932 = -2437859.255955
  nChanged 487
		SP:Iteration 22Q (8558.260000 sec): 3 clusters
  Score: Raw -2441414.690965 + Penalty 3348.932932 = -2438065.758033
  nChanged 524
		SP:Iteration 23Q (8558.580000 sec): 3 clusters
  Score: Raw -2441649.610456 + Penalty 3348.932932 = -2438300.677525
  nChanged 500
		SP:Iteration 24Q (8558.830000 sec): 3 clusters
  Score: Raw -2441887.066842 + Penalty 3348.932932 = -2438538.133911
  nChanged 467
		SP:Iteration 25Q (8559.160000 sec): 3 clusters
  Score: Raw -2442131.132567 + Penalty 3348.932932 = -2438782.199636
  nChanged 446
		SP:Iteration 26Q (8559.480000 sec): 3 clusters
  Score: Raw -2442361.994169 + Penalty 3348.932932 = -2439013.061237
  nChanged 429
		SP:Iteration 27Q (8559.840000 sec): 3 clusters
  Score: Raw -2442592.785162 + Penalty 3348.932932 = -2439243.852231
  nChanged 388
		SP:Iteration 28Q (8560.130000 sec): 3 clusters
  Score: Raw -2442773.281876 + Penalty 3348.932932 = -2439424.348944
  nChanged 375
		SP:Iteration 29Q (8560.470000 sec): 3 clusters
  Score: Raw -2442931.990132 + Penalty 3348.932932 = -2439583.057200
  nChanged 340
		SP:Iteration 30Q (8560.770000 sec): 3 clusters
  Score: Raw -2443060.151897 + Penalty 3348.932932 = -2439711.218965
  nChanged 314
		SP:Iteration 31Q (8561.040000 sec): 3 clusters
  Score: Raw -2443174.297294 + Penalty 3348.932932 = -2439825.364363
  nChanged 295
		SP:Iteration 32Q (8561.340000 sec): 3 clusters
  Score: Raw -2443279.818939 + Penalty 3348.932932 = -2439930.886008
  nChanged 267
		SP:Iteration 33Q (8561.640000 sec): 3 clusters
  Score: Raw -2443369.772792 + Penalty 3348.932932 = -2440020.839860
  nChanged 253
		SP:Iteration 34Q (8561.950000 sec): 3 clusters
  Score: Raw -2443462.922493 + Penalty 3348.932932 = -2440113.989561
  nChanged 265
		SP:Iteration 35Q (8562.270000 sec): 3 clusters
  Score: Raw -2443567.043172 + Penalty 3348.932932 = -2440218.110241
  nChanged 257
		SP:Iteration 36Q (8562.590000 sec): 3 clusters
  Score: Raw -2443664.082543 + Penalty 3348.932932 = -2440315.149611
  nChanged 224
		SP:Iteration 37Q (8562.940000 sec): 3 clusters
  Score: Raw -2443737.342932 + Penalty 3348.932932 = -2440388.410001
  nChanged 191
		SP:Iteration 38Q (8563.260000 sec): 3 clusters
  Score: Raw -2443796.597481 + Penalty 3348.932932 = -2440447.664549
  nChanged 178
		SP:Iteration 39Q (8563.610000 sec): 3 clusters
  Score: Raw -2443854.596181 + Penalty 3348.932932 = -2440505.663249
  nChanged 189
		SP:Iteration 40F (8563.950000 sec): 3 clusters
  Score: Raw -2443923.263897 + Penalty 3348.932932 = -2440574.330965
  nChanged 166
		SP:Iteration 41Q (8564.250000 sec): 3 clusters
  Score: Raw -2443982.575735 + Penalty 3348.932932 = -2440633.642803
  nChanged 147
		SP:Iteration 42Q (8564.540000 sec): 3 clusters
  Score: Raw -2444030.909287 + Penalty 3348.932932 = -2440681.976355
  nChanged 125
		SP:Iteration 43Q (8564.830000 sec): 3 clusters
  Score: Raw -2444065.060589 + Penalty 3348.932932 = -2440716.127658
  nChanged 110
		SP:Iteration 44Q (8565.130000 sec): 3 clusters
  Score: Raw -2444092.404422 + Penalty 3348.932932 = -2440743.471491
  nChanged 83
		SP:Iteration 45Q (8565.470000 sec): 3 clusters
  Score: Raw -2444112.238643 + Penalty 3348.932932 = -2440763.305712
  nChanged 74
		SP:Iteration 46Q (8565.790000 sec): 3 clusters
  Score: Raw -2444134.452693 + Penalty 3348.932932 = -2440785.519761
  nChanged 88
		SP:Iteration 47Q (8566.110000 sec): 3 clusters
  Score: Raw -2444158.999356 + Penalty 3348.932932 = -2440810.066424
  nChanged 86
		SP:Iteration 48Q (8566.390000 sec): 3 clusters
  Score: Raw -2444182.436202 + Penalty 3348.932932 = -2440833.503270
  nChanged 70
		SP:Iteration 49Q (8566.660000 sec): 3 clusters
  Score: Raw -2444200.513136 + Penalty 3348.932932 = -2440851.580204
  nChanged 58
		SP:Iteration 50Q (8567.010000 sec): 3 clusters
  Score: Raw -2444213.932486 + Penalty 3348.932932 = -2440864.999554
  nChanged 50
		SP:Iteration 51Q (8567.330000 sec): 3 clusters
  Score: Raw -2444224.737705 + Penalty 3348.932932 = -2440875.804773
  nChanged 41
		SP:Iteration 52Q (8567.590000 sec): 3 clusters
  Score: Raw -2444231.704440 + Penalty 3348.932932 = -2440882.771508
  nChanged 29
		SP:Iteration 53Q (8567.950000 sec): 3 clusters
  Score: Raw -2444237.203374 + Penalty 3348.932932 = -2440888.270442
  nChanged 29
		SP:Iteration 54Q (8568.280000 sec): 3 clusters
  Score: Raw -2444242.373725 + Penalty 3348.932932 = -2440893.440793
  nChanged 23
		SP:Iteration 55Q (8568.650000 sec): 3 clusters
  Score: Raw -2444245.873758 + Penalty 3348.932932 = -2440896.940826
  nChanged 25
		SP:Iteration 56Q (8568.990000 sec): 3 clusters
  Score: Raw -2444250.653421 + Penalty 3348.932932 = -2440901.720489
  nChanged 22
		SP:Iteration 57Q (8569.360000 sec): 3 clusters
  Score: Raw -2444254.659045 + Penalty 3348.932932 = -2440905.726113
  nChanged 24
		SP:Iteration 58Q (8569.740000 sec): 3 clusters
  Score: Raw -2444258.291341 + Penalty 3348.932932 = -2440909.358409
  nChanged 8
		SP:Iteration 59Q (8570.060000 sec): 3 clusters
  Score: Raw -2444259.942977 + Penalty 3348.932932 = -2440911.010046
  nChanged 8
		SP:Iteration 60F (8570.450000 sec): 3 clusters
  Score: Raw -2444262.240855 + Penalty 3348.932932 = -2440913.307923
  nChanged 13
		SP:Iteration 61Q (8570.740000 sec): 3 clusters
  Score: Raw -2444264.568549 + Penalty 3348.932932 = -2440915.635617
  nChanged 9
		SP:Iteration 62Q (8571.020000 sec): 3 clusters
  Score: Raw -2444266.024159 + Penalty 3348.932932 = -2440917.091227
  nChanged 4
		SP:Iteration 63Q (8571.340000 sec): 3 clusters
  Score: Raw -2444266.803751 + Penalty 3348.932932 = -2440917.870820
  nChanged 6
		SP:Iteration 64Q (8571.630000 sec): 3 clusters
  Score: Raw -2444267.973935 + Penalty 3348.932932 = -2440919.041003
  nChanged 7
		SP:Iteration 65Q (8571.930000 sec): 3 clusters
  Score: Raw -2444268.921884 + Penalty 3348.932932 = -2440919.988952
  nChanged 5
		SP:Iteration 66Q (8572.250000 sec): 3 clusters
  Score: Raw -2444269.494578 + Penalty 3348.932932 = -2440920.561646
  nChanged 5
		SP:Iteration 67Q (8572.520000 sec): 3 clusters
  Score: Raw -2444270.227942 + Penalty 3348.932932 = -2440921.295010
  nChanged 5
		SP:Iteration 68Q (8572.850000 sec): 3 clusters
  Score: Raw -2444270.836678 + Penalty 3348.932932 = -2440921.903746
  nChanged 2
		SP:Iteration 69Q (8573.120000 sec): 3 clusters
  Score: Raw -2444271.031919 + Penalty 3348.932932 = -2440922.098987
  nChanged 2
		SP:Iteration 70Q (8573.390000 sec): 3 clusters
  Score: Raw -2444271.262190 + Penalty 3348.932932 = -2440922.329258
  nChanged 2
		SP:Iteration 71Q (8573.730000 sec): 3 clusters
  Score: Raw -2444271.695515 + Penalty 3348.932932 = -2440922.762583
  nChanged 3
		SP:Iteration 72Q (8574.020000 sec): 3 clusters
  Score: Raw -2444272.047736 + Penalty 3348.932932 = -2440923.114804
  nChanged 1
		SP:Iteration 73Q (8574.320000 sec): 3 clusters
  Score: Raw -2444272.150517 + Penalty 3348.932932 = -2440923.217585
  nChanged 0
		SP:Iteration 74F (8574.660000 sec): 3 clusters
  Score: Raw -2444272.150517 + Penalty 3348.932932 = -2440923.217585
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 55 (4498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8574.780000 sec): 2 clusters
  Score: Raw -337040.373096 + Penalty 1366.850572 = -335673.522524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8575.020000 sec): 3 clusters
  Score: Raw -334807.954909 + Penalty 2733.701143 = -332074.253766
  nChanged 1797
		SP:Iteration 1F (8575.260000 sec): 3 clusters
  Score: Raw -335781.822280 + Penalty 2733.701143 = -333048.121137
  nChanged 359
		SP:Iteration 2F (8575.460000 sec): 3 clusters
  Score: Raw -336051.022878 + Penalty 2733.701143 = -333317.321735
  nChanged 317
		SP:Iteration 3F (8575.680000 sec): 3 clusters
  Score: Raw -336291.870350 + Penalty 2733.701143 = -333558.169207
  nChanged 254
		SP:Iteration 4F (8575.900000 sec): 3 clusters
  Score: Raw -336495.453418 + Penalty 2733.701143 = -333761.752275
  nChanged 254
		SP:Iteration 5F (8576.120000 sec): 3 clusters
  Score: Raw -336722.569529 + Penalty 2733.701143 = -333988.868386
  nChanged 224
		SP:Iteration 6Q (8576.320000 sec): 3 clusters
  Score: Raw -336907.928044 + Penalty 2733.701143 = -334174.226901
  nChanged 204
		SP:Iteration 7Q (8576.520000 sec): 3 clusters
  Score: Raw -337050.893950 + Penalty 2733.701143 = -334317.192807
  nChanged 166
		SP:Iteration 8Q (8576.730000 sec): 3 clusters
  Score: Raw -337146.994642 + Penalty 2733.701143 = -334413.293499
  nChanged 117
		SP:Iteration 9Q (8576.930000 sec): 3 clusters
  Score: Raw -337204.006278 + Penalty 2733.701143 = -334470.305134
  nChanged 89
		SP:Iteration 10Q (8577.140000 sec): 3 clusters
  Score: Raw -337250.843142 + Penalty 2733.701143 = -334517.141999
  nChanged 90
		SP:Iteration 11Q (8577.340000 sec): 3 clusters
  Score: Raw -337298.189304 + Penalty 2733.701143 = -334564.488161
  nChanged 76
		SP:Iteration 12Q (8577.550000 sec): 3 clusters
  Score: Raw -337333.589042 + Penalty 2733.701143 = -334599.887899
  nChanged 75
		SP:Iteration 13Q (8577.750000 sec): 3 clusters
  Score: Raw -337370.706664 + Penalty 2733.701143 = -334637.005521
  nChanged 80
		SP:Iteration 14Q (8577.920000 sec): 3 clusters
  Score: Raw -337411.067341 + Penalty 2733.701143 = -334677.366198
  nChanged 80
		SP:Iteration 15Q (8578.150000 sec): 3 clusters
  Score: Raw -337450.004888 + Penalty 2733.701143 = -334716.303745
  nChanged 70
		SP:Iteration 16Q (8578.390000 sec): 3 clusters
  Score: Raw -337487.403461 + Penalty 2733.701143 = -334753.702318
  nChanged 60
		SP:Iteration 17Q (8578.570000 sec): 3 clusters
  Score: Raw -337519.550947 + Penalty 2733.701143 = -334785.849804
  nChanged 65
		SP:Iteration 18Q (8578.770000 sec): 3 clusters
  Score: Raw -337557.031337 + Penalty 2733.701143 = -334823.330194
  nChanged 64
		SP:Iteration 19Q (8578.980000 sec): 3 clusters
  Score: Raw -337593.983216 + Penalty 2733.701143 = -334860.282073
  nChanged 57
		SP:Iteration 20F (8579.200000 sec): 3 clusters
  Score: Raw -337619.786232 + Penalty 2733.701143 = -334886.085089
  nChanged 52
		SP:Iteration 21Q (8579.390000 sec): 3 clusters
  Score: Raw -337642.129951 + Penalty 2733.701143 = -334908.428808
  nChanged 41
		SP:Iteration 22Q (8579.640000 sec): 3 clusters
  Score: Raw -337656.256063 + Penalty 2733.701143 = -334922.554920
  nChanged 30
		SP:Iteration 23Q (8579.810000 sec): 3 clusters
  Score: Raw -337666.489604 + Penalty 2733.701143 = -334932.788461
  nChanged 32
		SP:Iteration 24Q (8580.010000 sec): 3 clusters
  Score: Raw -337675.257686 + Penalty 2733.701143 = -334941.556543
  nChanged 24
		SP:Iteration 25Q (8580.250000 sec): 3 clusters
  Score: Raw -337681.676865 + Penalty 2733.701143 = -334947.975722
  nChanged 17
		SP:Iteration 26Q (8580.450000 sec): 3 clusters
  Score: Raw -337686.046686 + Penalty 2733.701143 = -334952.345543
  nChanged 16
		SP:Iteration 27Q (8580.610000 sec): 3 clusters
  Score: Raw -337689.656449 + Penalty 2733.701143 = -334955.955306
  nChanged 8
		SP:Iteration 28Q (8580.810000 sec): 3 clusters
  Score: Raw -337690.943826 + Penalty 2733.701143 = -334957.242683
  nChanged 6
		SP:Iteration 29Q (8581.030000 sec): 3 clusters
  Score: Raw -337692.484086 + Penalty 2733.701143 = -334958.782943
  nChanged 6
		SP:Iteration 30Q (8581.250000 sec): 3 clusters
  Score: Raw -337693.725964 + Penalty 2733.701143 = -334960.024821
  nChanged 10
		SP:Iteration 31Q (8581.450000 sec): 3 clusters
  Score: Raw -337695.604937 + Penalty 2733.701143 = -334961.903793
  nChanged 5
		SP:Iteration 32Q (8581.630000 sec): 3 clusters
  Score: Raw -337697.094794 + Penalty 2733.701143 = -334963.393651
  nChanged 5
		SP:Iteration 33Q (8581.850000 sec): 3 clusters
  Score: Raw -337698.346458 + Penalty 2733.701143 = -334964.645315
  nChanged 3
		SP:Iteration 34Q (8582.060000 sec): 3 clusters
  Score: Raw -337699.116897 + Penalty 2733.701143 = -334965.415753
  nChanged 2
		SP:Iteration 35Q (8582.220000 sec): 3 clusters
  Score: Raw -337699.491981 + Penalty 2733.701143 = -334965.790838
  nChanged 1
		SP:Iteration 36Q (8582.450000 sec): 3 clusters
  Score: Raw -337699.583327 + Penalty 2733.701143 = -334965.882184
  nChanged 1
		SP:Iteration 37Q (8582.610000 sec): 3 clusters
  Score: Raw -337699.718907 + Penalty 2733.701143 = -334966.017764
  nChanged 0
		SP:Iteration 38F (8582.820000 sec): 3 clusters
  Score: Raw -337699.718907 + Penalty 2733.701143 = -334966.017764
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 56 (4794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8582.970000 sec): 2 clusters
  Score: Raw -351292.205847 + Penalty 1377.207067 = -349914.998780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8583.170000 sec): 3 clusters
  Score: Raw -348867.564745 + Penalty 2754.414135 = -346113.150611
  nChanged 1959
		SP:Iteration 1F (8583.370000 sec): 3 clusters
  Score: Raw -350117.425009 + Penalty 2754.414135 = -347363.010874
  nChanged 408
		SP:Iteration 2F (8583.610000 sec): 3 clusters
  Score: Raw -350430.418635 + Penalty 2754.414135 = -347676.004500
  nChanged 331
		SP:Iteration 3F (8583.810000 sec): 3 clusters
  Score: Raw -350666.407003 + Penalty 2754.414135 = -347911.992868
  nChanged 263
		SP:Iteration 4F (8584.010000 sec): 3 clusters
  Score: Raw -350885.002944 + Penalty 2754.414135 = -348130.588809
  nChanged 227
		SP:Iteration 5Q (8584.170000 sec): 3 clusters
  Score: Raw -351087.996946 + Penalty 2754.414135 = -348333.582811
  nChanged 223
		SP:Iteration 6Q (8584.360000 sec): 3 clusters
  Score: Raw -351277.172437 + Penalty 2754.414135 = -348522.758302
  nChanged 182
		SP:Iteration 7Q (8584.590000 sec): 3 clusters
  Score: Raw -351431.038145 + Penalty 2754.414135 = -348676.624010
  nChanged 172
		SP:Iteration 8Q (8584.740000 sec): 3 clusters
  Score: Raw -351576.391266 + Penalty 2754.414135 = -348821.977132
  nChanged 177
		SP:Iteration 9Q (8585.000000 sec): 3 clusters
  Score: Raw -351731.729984 + Penalty 2754.414135 = -348977.315849
  nChanged 180
		SP:Iteration 10Q (8585.190000 sec): 3 clusters
  Score: Raw -351897.091931 + Penalty 2754.414135 = -349142.677796
  nChanged 182
		SP:Iteration 11Q (8585.390000 sec): 3 clusters
  Score: Raw -352057.899896 + Penalty 2754.414135 = -349303.485761
  nChanged 152
		SP:Iteration 12Q (8585.570000 sec): 3 clusters
  Score: Raw -352186.781836 + Penalty 2754.414135 = -349432.367701
  nChanged 133
		SP:Iteration 13Q (8585.800000 sec): 3 clusters
  Score: Raw -352276.910484 + Penalty 2754.414135 = -349522.496349
  nChanged 104
		SP:Iteration 14Q (8585.990000 sec): 3 clusters
  Score: Raw -352326.472336 + Penalty 2754.414135 = -349572.058201
  nChanged 80
		SP:Iteration 15Q (8586.220000 sec): 3 clusters
  Score: Raw -352361.965700 + Penalty 2754.414135 = -349607.551565
  nChanged 59
		SP:Iteration 16Q (8586.470000 sec): 3 clusters
  Score: Raw -352386.146468 + Penalty 2754.414135 = -349631.732334
  nChanged 40
		SP:Iteration 17Q (8586.660000 sec): 3 clusters
  Score: Raw -352400.144974 + Penalty 2754.414135 = -349645.730839
  nChanged 35
		SP:Iteration 18Q (8586.940000 sec): 3 clusters
  Score: Raw -352411.254306 + Penalty 2754.414135 = -349656.840171
  nChanged 32
		SP:Iteration 19Q (8587.130000 sec): 3 clusters
  Score: Raw -352420.923974 + Penalty 2754.414135 = -349666.509839
  nChanged 19
		SP:Iteration 20F (8587.310000 sec): 3 clusters
  Score: Raw -352425.890743 + Penalty 2754.414135 = -349671.476608
  nChanged 11
		SP:Iteration 21Q (8587.490000 sec): 3 clusters
  Score: Raw -352428.843011 + Penalty 2754.414135 = -349674.428877
  nChanged 13
		SP:Iteration 22Q (8587.640000 sec): 3 clusters
  Score: Raw -352433.663072 + Penalty 2754.414135 = -349679.248937
  nChanged 12
		SP:Iteration 23Q (8587.850000 sec): 3 clusters
  Score: Raw -352439.698589 + Penalty 2754.414135 = -349685.284454
  nChanged 16
		SP:Iteration 24Q (8588.050000 sec): 3 clusters
  Score: Raw -352444.591755 + Penalty 2754.414135 = -349690.177620
  nChanged 13
		SP:Iteration 25Q (8588.240000 sec): 3 clusters
  Score: Raw -352449.548060 + Penalty 2754.414135 = -349695.133925
  nChanged 11
		SP:Iteration 26Q (8588.460000 sec): 3 clusters
  Score: Raw -352452.615777 + Penalty 2754.414135 = -349698.201642
  nChanged 6
		SP:Iteration 27Q (8588.640000 sec): 3 clusters
  Score: Raw -352453.878745 + Penalty 2754.414135 = -349699.464610
  nChanged 2
		SP:Iteration 28Q (8588.850000 sec): 3 clusters
  Score: Raw -352454.154517 + Penalty 2754.414135 = -349699.740382
  nChanged 2
		SP:Iteration 29Q (8589.070000 sec): 3 clusters
  Score: Raw -352455.243334 + Penalty 2754.414135 = -349700.829200
  nChanged 4
		SP:Iteration 30Q (8589.270000 sec): 3 clusters
  Score: Raw -352456.751332 + Penalty 2754.414135 = -349702.337197
  nChanged 4
		SP:Iteration 31Q (8589.440000 sec): 3 clusters
  Score: Raw -352458.241602 + Penalty 2754.414135 = -349703.827467
  nChanged 10
		SP:Iteration 32Q (8589.630000 sec): 3 clusters
  Score: Raw -352460.669163 + Penalty 2754.414135 = -349706.255028
  nChanged 3
		SP:Iteration 33Q (8589.830000 sec): 3 clusters
  Score: Raw -352461.190024 + Penalty 2754.414135 = -349706.775889
  nChanged 3
		SP:Iteration 34Q (8590.000000 sec): 3 clusters
  Score: Raw -352462.003513 + Penalty 2754.414135 = -349707.589378
  nChanged 5
		SP:Iteration 35Q (8590.220000 sec): 3 clusters
  Score: Raw -352463.532852 + Penalty 2754.414135 = -349709.118717
  nChanged 4
		SP:Iteration 36Q (8590.410000 sec): 3 clusters
  Score: Raw -352464.216940 + Penalty 2754.414135 = -349709.802805
  nChanged 6
		SP:Iteration 37Q (8590.610000 sec): 3 clusters
  Score: Raw -352466.182673 + Penalty 2754.414135 = -349711.768538
  nChanged 7
		SP:Iteration 38Q (8590.830000 sec): 3 clusters
  Score: Raw -352469.325110 + Penalty 2754.414135 = -349714.910976
  nChanged 9
		SP:Iteration 39Q (8591.040000 sec): 3 clusters
  Score: Raw -352472.722381 + Penalty 2754.414135 = -349718.308246
  nChanged 5
		SP:Iteration 40F (8591.270000 sec): 3 clusters
  Score: Raw -352475.018276 + Penalty 2754.414135 = -349720.604141
  nChanged 8
		SP:Iteration 41Q (8591.470000 sec): 3 clusters
  Score: Raw -352476.379433 + Penalty 2754.414135 = -349721.965298
  nChanged 2
		SP:Iteration 42Q (8591.630000 sec): 3 clusters
  Score: Raw -352477.314342 + Penalty 2754.414135 = -349722.900207
  nChanged 4
		SP:Iteration 43Q (8591.820000 sec): 3 clusters
  Score: Raw -352478.290138 + Penalty 2754.414135 = -349723.876003
  nChanged 3
		SP:Iteration 44Q (8592.050000 sec): 3 clusters
  Score: Raw -352479.197365 + Penalty 2754.414135 = -349724.783230
  nChanged 3
		SP:Iteration 45Q (8592.290000 sec): 3 clusters
  Score: Raw -352480.329897 + Penalty 2754.414135 = -349725.915762
  nChanged 4
		SP:Iteration 46Q (8592.470000 sec): 3 clusters
  Score: Raw -352480.754037 + Penalty 2754.414135 = -349726.339902
  nChanged 0
		SP:Iteration 47F (8592.690000 sec): 3 clusters
  Score: Raw -352480.754037 + Penalty 2754.414135 = -349726.339902
  nChanged 0
Iteration 99Q (8695.650000 sec): 70 clusters
  Score: Raw -122269705.654188 + Penalty 159281.019424 = -122110424.634764
  nChanged 11541
Iteration 100F (8865.670000 sec): 70 clusters
  Score: Raw -122276227.476452 + Penalty 159281.019424 = -122116946.457027
  nChanged 11256
Iteration 101Q (8976.260000 sec): 70 clusters
  Score: Raw -122279972.961062 + Penalty 159281.019424 = -122120691.941638
  nChanged 7971
Iteration 102Q (9079.670000 sec): 70 clusters
  Score: Raw -122281932.268732 + Penalty 159281.019424 = -122122651.249308
  nChanged 6621
Iteration 103Q (9188.310000 sec): 70 clusters
  Score: Raw -122283273.724265 + Penalty 159281.019424 = -122123992.704841
  nChanged 5768
Iteration 104Q (9289.730000 sec): 70 clusters
  Score: Raw -122284210.479989 + Penalty 159281.019424 = -122124929.460564
  nChanged 4859
Iteration 105Q (9400.150000 sec): 70 clusters
  Score: Raw -122284899.600929 + Penalty 159281.019424 = -122125618.581505
  nChanged 4458
Iteration 106Q (9500.990000 sec): 70 clusters
  Score: Raw -122285457.705921 + Penalty 159281.019424 = -122126176.686497
  nChanged 4084
Iteration 107Q (9594.660000 sec): 70 clusters
  Score: Raw -122285920.829365 + Penalty 159281.019424 = -122126639.809940
  nChanged 3782
Iteration 108Q (9695.600000 sec): 70 clusters
  Score: Raw -122286330.321269 + Penalty 159281.019424 = -122127049.301845
  nChanged 3434
Iteration 109Q (9793.300000 sec): 70 clusters
  Score: Raw -122286686.699116 + Penalty 159281.019424 = -122127405.679692
  nChanged 3271
Iteration 110Q (9884.640000 sec): 70 clusters
  Score: Raw -122287031.154986 + Penalty 159281.019424 = -122127750.135562
  nChanged 3004
Iteration 111Q (9987.110000 sec): 70 clusters
  Score: Raw -122287407.759292 + Penalty 159281.019424 = -122128126.739868
  nChanged 2868
Iteration 112Q (10086.100000 sec): 70 clusters
  Score: Raw -122287859.394985 + Penalty 159281.019424 = -122128578.375561
  nChanged 2789
Iteration 113Q (10190.330000 sec): 70 clusters
  Score: Raw -122288213.964702 + Penalty 159281.019424 = -122128932.945278
  nChanged 2616
Iteration 114Q (10294.560000 sec): 70 clusters
  Score: Raw -122288439.815783 + Penalty 159281.019424 = -122129158.796358
  nChanged 2497
Iteration 115Q (10394.850000 sec): 70 clusters
  Score: Raw -122288651.779101 + Penalty 159281.019424 = -122129370.759677
  nChanged 2397
Iteration 116Q (10492.120000 sec): 70 clusters
  Score: Raw -122288857.967860 + Penalty 159281.019424 = -122129576.948436
  nChanged 2329
Iteration 117Q (10595.020000 sec): 70 clusters
  Score: Raw -122289038.942140 + Penalty 159281.019424 = -122129757.922715
  nChanged 2209
Iteration 118Q (10695.750000 sec): 70 clusters
  Score: Raw -122289220.259746 + Penalty 159281.019424 = -122129939.240322
  nChanged 2246
Iteration 119Q (10799.770000 sec): 70 clusters
  Score: Raw -122289395.953047 + Penalty 159281.019424 = -122130114.933623
  nChanged 2092
Iteration 120F (10972.910000 sec): 70 clusters
  Score: Raw -122289666.714775 + Penalty 159281.019424 = -122130385.695351
  nChanged 2162
Iteration 121Q (11076.340000 sec): 70 clusters
  Score: Raw -122289879.286589 + Penalty 159281.019424 = -122130598.267164
  nChanged 2233
Iteration 122Q (11175.900000 sec): 70 clusters
  Score: Raw -122290069.521271 + Penalty 159281.019424 = -122130788.501847
  nChanged 2223
Iteration 123Q (11270.050000 sec): 70 clusters
  Score: Raw -122290247.440915 + Penalty 159281.019424 = -122130966.421491
  nChanged 2132
Iteration 124Q (11363.580000 sec): 70 clusters
  Score: Raw -122290406.536638 + Penalty 159281.019424 = -122131125.517214
  nChanged 2095
Iteration 125Q (11452.950000 sec): 70 clusters
  Score: Raw -122290552.830078 + Penalty 159281.019424 = -122131271.810654
  nChanged 2008
Iteration 126Q (11541.040000 sec): 70 clusters
  Score: Raw -122290694.288636 + Penalty 159281.019424 = -122131413.269212
  nChanged 1985
Iteration 127Q (11638.700000 sec): 70 clusters
  Score: Raw -122290852.404415 + Penalty 159281.019424 = -122131571.384990
  nChanged 1985
Iteration 128Q (11735.180000 sec): 70 clusters
  Score: Raw -122291021.031464 + Penalty 159281.019424 = -122131740.012039
  nChanged 2032
Iteration 129Q (11830.170000 sec): 70 clusters
  Score: Raw -122291196.848466 + Penalty 159281.019424 = -122131915.829042
  nChanged 1998
Iteration 130Q (11927.410000 sec): 70 clusters
  Score: Raw -122291374.495500 + Penalty 159281.019424 = -122132093.476076
  nChanged 1946
Iteration 131Q (12031.550000 sec): 70 clusters
  Score: Raw -122291545.943259 + Penalty 159281.019424 = -122132264.923834
  nChanged 1947
Iteration 132Q (12132.270000 sec): 70 clusters
  Score: Raw -122291725.531310 + Penalty 159281.019424 = -122132444.511886
  nChanged 1951
Iteration 133Q (12229.840000 sec): 70 clusters
  Score: Raw -122291901.713831 + Penalty 159281.019424 = -122132620.694407
  nChanged 1975
Iteration 134Q (12326.690000 sec): 70 clusters
  Score: Raw -122292074.190232 + Penalty 159281.019424 = -122132793.170808
  nChanged 1913
Iteration 135Q (12433.290000 sec): 70 clusters
  Score: Raw -122292239.388401 + Penalty 159281.019424 = -122132958.368977
  nChanged 1854
Iteration 136Q (12539.630000 sec): 70 clusters
  Score: Raw -122292386.526566 + Penalty 159281.019424 = -122133105.507142
  nChanged 1813
Iteration 137Q (12644.100000 sec): 70 clusters
  Score: Raw -122292516.384271 + Penalty 159281.019424 = -122133235.364847
  nChanged 1824
Iteration 138Q (12754.140000 sec): 70 clusters
  Score: Raw -122292639.905810 + Penalty 159281.019424 = -122133358.886386
  nChanged 1712
Writing temp clu file 
Because OldScore, -122133235.364847, is greater than current (better) Score,-122133358.886386 
 Compute initial score before splitting:   Score: Raw -122292639.905810 + Penalty 159281.019424 = -122133358.886386
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 1 (52085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12754.730000 sec): 2 clusters
  Score: Raw -4300458.316752 + Penalty 1764.852745 = -4298693.464006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12755.120000 sec): 3 clusters
  Score: Raw -4267453.339827 + Penalty 3529.705490 = -4263923.634337
  nChanged 24534
		SP:Iteration 1F (12755.510000 sec): 3 clusters
  Score: Raw -4281546.004739 + Penalty 3529.705490 = -4278016.299248
  nChanged 2394
		SP:Iteration 2Q (12755.960000 sec): 3 clusters
  Score: Raw -4282409.457909 + Penalty 3529.705490 = -4278879.752419
  nChanged 2605
		SP:Iteration 3F (12756.400000 sec): 3 clusters
  Score: Raw -4283587.952753 + Penalty 3529.705490 = -4280058.247263
  nChanged 2975
		SP:Iteration 4F (12756.830000 sec): 3 clusters
  Score: Raw -4285182.739735 + Penalty 3529.705490 = -4281653.034245
  nChanged 3274
		SP:Iteration 5F (12757.270000 sec): 3 clusters
  Score: Raw -4287253.533485 + Penalty 3529.705490 = -4283723.827995
  nChanged 3326
		SP:Iteration 6F (12757.660000 sec): 3 clusters
  Score: Raw -4289626.604449 + Penalty 3529.705490 = -4286096.898958
  nChanged 3069
		SP:Iteration 7F (12758.080000 sec): 3 clusters
  Score: Raw -4292012.476806 + Penalty 3529.705490 = -4288482.771316
  nChanged 2708
		SP:Iteration 8F (12758.490000 sec): 3 clusters
  Score: Raw -4293949.845309 + Penalty 3529.705490 = -4290420.139819
  nChanged 2180
		SP:Iteration 9Q (12758.950000 sec): 3 clusters
  Score: Raw -4295426.464009 + Penalty 3529.705490 = -4291896.758518
  nChanged 1628
		SP:Iteration 10Q (12759.390000 sec): 3 clusters
  Score: Raw -4296455.490961 + Penalty 3529.705490 = -4292925.785470
  nChanged 1271
		SP:Iteration 11Q (12759.820000 sec): 3 clusters
  Score: Raw -4297155.243051 + Penalty 3529.705490 = -4293625.537561
  nChanged 1050
		SP:Iteration 12Q (12760.200000 sec): 3 clusters
  Score: Raw -4297706.421445 + Penalty 3529.705490 = -4294176.715954
  nChanged 985
		SP:Iteration 13Q (12760.630000 sec): 3 clusters
  Score: Raw -4298209.467990 + Penalty 3529.705490 = -4294679.762500
  nChanged 934
		SP:Iteration 14Q (12761.030000 sec): 3 clusters
  Score: Raw -4298683.908257 + Penalty 3529.705490 = -4295154.202767
  nChanged 836
		SP:Iteration 15Q (12761.460000 sec): 3 clusters
  Score: Raw -4299124.120517 + Penalty 3529.705490 = -4295594.415027
  nChanged 710
		SP:Iteration 16Q (12761.930000 sec): 3 clusters
  Score: Raw -4299490.883725 + Penalty 3529.705490 = -4295961.178234
  nChanged 594
		SP:Iteration 17Q (12762.360000 sec): 3 clusters
  Score: Raw -4299788.222142 + Penalty 3529.705490 = -4296258.516651
  nChanged 491
		SP:Iteration 18Q (12762.790000 sec): 3 clusters
  Score: Raw -4300033.858865 + Penalty 3529.705490 = -4296504.153374
  nChanged 403
		SP:Iteration 19Q (12763.190000 sec): 3 clusters
  Score: Raw -4300236.882763 + Penalty 3529.705490 = -4296707.177272
  nChanged 322
		SP:Iteration 20F (12763.600000 sec): 3 clusters
  Score: Raw -4300398.385557 + Penalty 3529.705490 = -4296868.680067
  nChanged 253
		SP:Iteration 21Q (12763.930000 sec): 3 clusters
  Score: Raw -4300527.074558 + Penalty 3529.705490 = -4296997.369068
  nChanged 211
		SP:Iteration 22Q (12764.360000 sec): 3 clusters
  Score: Raw -4300630.668305 + Penalty 3529.705490 = -4297100.962814
  nChanged 188
		SP:Iteration 23Q (12764.730000 sec): 3 clusters
  Score: Raw -4300718.275639 + Penalty 3529.705490 = -4297188.570149
  nChanged 151
		SP:Iteration 24Q (12765.180000 sec): 3 clusters
  Score: Raw -4300781.979593 + Penalty 3529.705490 = -4297252.274103
  nChanged 126
		SP:Iteration 25Q (12765.580000 sec): 3 clusters
  Score: Raw -4300830.285836 + Penalty 3529.705490 = -4297300.580346
  nChanged 86
		SP:Iteration 26Q (12766.000000 sec): 3 clusters
  Score: Raw -4300870.546297 + Penalty 3529.705490 = -4297340.840806
  nChanged 83
		SP:Iteration 27Q (12766.350000 sec): 3 clusters
  Score: Raw -4300905.145499 + Penalty 3529.705490 = -4297375.440008
  nChanged 68
		SP:Iteration 28Q (12766.730000 sec): 3 clusters
  Score: Raw -4300930.853618 + Penalty 3529.705490 = -4297401.148127
  nChanged 51
		SP:Iteration 29Q (12767.080000 sec): 3 clusters
  Score: Raw -4300948.473886 + Penalty 3529.705490 = -4297418.768396
  nChanged 38
		SP:Iteration 30Q (12767.480000 sec): 3 clusters
  Score: Raw -4300962.153991 + Penalty 3529.705490 = -4297432.448500
  nChanged 32
		SP:Iteration 31Q (12767.940000 sec): 3 clusters
  Score: Raw -4300972.627543 + Penalty 3529.705490 = -4297442.922053
  nChanged 28
		SP:Iteration 32Q (12768.360000 sec): 3 clusters
  Score: Raw -4300981.500179 + Penalty 3529.705490 = -4297451.794688
  nChanged 25
		SP:Iteration 33Q (12768.720000 sec): 3 clusters
  Score: Raw -4300991.609312 + Penalty 3529.705490 = -4297461.903821
  nChanged 28
		SP:Iteration 34Q (12769.080000 sec): 3 clusters
  Score: Raw -4301002.172486 + Penalty 3529.705490 = -4297472.466996
  nChanged 24
		SP:Iteration 35Q (12769.510000 sec): 3 clusters
  Score: Raw -4301010.628539 + Penalty 3529.705490 = -4297480.923048
  nChanged 22
		SP:Iteration 36Q (12769.950000 sec): 3 clusters
  Score: Raw -4301018.442168 + Penalty 3529.705490 = -4297488.736678
  nChanged 18
		SP:Iteration 37Q (12770.380000 sec): 3 clusters
  Score: Raw -4301023.628035 + Penalty 3529.705490 = -4297493.922545
  nChanged 12
		SP:Iteration 38Q (12770.740000 sec): 3 clusters
  Score: Raw -4301027.344092 + Penalty 3529.705490 = -4297497.638602
  nChanged 9
		SP:Iteration 39Q (12771.110000 sec): 3 clusters
  Score: Raw -4301031.029061 + Penalty 3529.705490 = -4297501.323570
  nChanged 12
		SP:Iteration 40F (12771.490000 sec): 3 clusters
  Score: Raw -4301036.950735 + Penalty 3529.705490 = -4297507.245245
  nChanged 14
		SP:Iteration 41Q (12771.850000 sec): 3 clusters
  Score: Raw -4301042.482253 + Penalty 3529.705490 = -4297512.776762
  nChanged 9
		SP:Iteration 42Q (12772.200000 sec): 3 clusters
  Score: Raw -4301047.535128 + Penalty 3529.705490 = -4297517.829637
  nChanged 15
		SP:Iteration 43Q (12772.580000 sec): 3 clusters
  Score: Raw -4301054.150664 + Penalty 3529.705490 = -4297524.445174
  nChanged 14
		SP:Iteration 44Q (12772.940000 sec): 3 clusters
  Score: Raw -4301059.763103 + Penalty 3529.705490 = -4297530.057613
  nChanged 9
		SP:Iteration 45Q (12773.340000 sec): 3 clusters
  Score: Raw -4301062.345877 + Penalty 3529.705490 = -4297532.640386
  nChanged 8
		SP:Iteration 46Q (12773.810000 sec): 3 clusters
  Score: Raw -4301065.914146 + Penalty 3529.705490 = -4297536.208656
  nChanged 10
		SP:Iteration 47Q (12774.180000 sec): 3 clusters
  Score: Raw -4301070.290779 + Penalty 3529.705490 = -4297540.585289
  nChanged 16
		SP:Iteration 48Q (12774.600000 sec): 3 clusters
  Score: Raw -4301078.742955 + Penalty 3529.705490 = -4297549.037465
  nChanged 24
		SP:Iteration 49Q (12774.980000 sec): 3 clusters
  Score: Raw -4301088.782943 + Penalty 3529.705490 = -4297559.077452
  nChanged 19
		SP:Iteration 50Q (12775.390000 sec): 3 clusters
  Score: Raw -4301099.971288 + Penalty 3529.705490 = -4297570.265797
  nChanged 21
		SP:Iteration 51Q (12775.860000 sec): 3 clusters
  Score: Raw -4301109.087931 + Penalty 3529.705490 = -4297579.382441
  nChanged 22
		SP:Iteration 52Q (12776.280000 sec): 3 clusters
  Score: Raw -4301121.441142 + Penalty 3529.705490 = -4297591.735652
  nChanged 20
		SP:Iteration 53Q (12776.640000 sec): 3 clusters
  Score: Raw -4301133.924376 + Penalty 3529.705490 = -4297604.218885
  nChanged 25
		SP:Iteration 54Q (12777.050000 sec): 3 clusters
  Score: Raw -4301145.266739 + Penalty 3529.705490 = -4297615.561249
  nChanged 24
		SP:Iteration 55Q (12777.510000 sec): 3 clusters
  Score: Raw -4301157.810111 + Penalty 3529.705490 = -4297628.104620
  nChanged 19
		SP:Iteration 56Q (12777.900000 sec): 3 clusters
  Score: Raw -4301168.719819 + Penalty 3529.705490 = -4297639.014329
  nChanged 25
		SP:Iteration 57Q (12778.330000 sec): 3 clusters
  Score: Raw -4301179.180421 + Penalty 3529.705490 = -4297649.474931
  nChanged 18
		SP:Iteration 58Q (12778.780000 sec): 3 clusters
  Score: Raw -4301188.530035 + Penalty 3529.705490 = -4297658.824545
  nChanged 19
		SP:Iteration 59Q (12779.090000 sec): 3 clusters
  Score: Raw -4301203.614937 + Penalty 3529.705490 = -4297673.909446
  nChanged 20
		SP:Iteration 60F (12779.500000 sec): 3 clusters
  Score: Raw -4301213.638515 + Penalty 3529.705490 = -4297683.933025
  nChanged 16
		SP:Iteration 61Q (12779.880000 sec): 3 clusters
  Score: Raw -4301219.929499 + Penalty 3529.705490 = -4297690.224009
  nChanged 13
		SP:Iteration 62Q (12780.290000 sec): 3 clusters
  Score: Raw -4301223.560310 + Penalty 3529.705490 = -4297693.854820
  nChanged 8
		SP:Iteration 63Q (12780.740000 sec): 3 clusters
  Score: Raw -4301225.583337 + Penalty 3529.705490 = -4297695.877847
  nChanged 6
		SP:Iteration 64Q (12781.110000 sec): 3 clusters
  Score: Raw -4301227.848556 + Penalty 3529.705490 = -4297698.143066
  nChanged 5
		SP:Iteration 65Q (12781.470000 sec): 3 clusters
  Score: Raw -4301229.894892 + Penalty 3529.705490 = -4297700.189402
  nChanged 6
		SP:Iteration 66Q (12781.860000 sec): 3 clusters
  Score: Raw -4301232.957665 + Penalty 3529.705490 = -4297703.252174
  nChanged 8
		SP:Iteration 67Q (12782.290000 sec): 3 clusters
  Score: Raw -4301236.060631 + Penalty 3529.705490 = -4297706.355141
  nChanged 5
		SP:Iteration 68Q (12782.760000 sec): 3 clusters
  Score: Raw -4301237.554726 + Penalty 3529.705490 = -4297707.849235
  nChanged 3
		SP:Iteration 69Q (12783.140000 sec): 3 clusters
  Score: Raw -4301239.244243 + Penalty 3529.705490 = -4297709.538752
  nChanged 3
		SP:Iteration 70Q (12783.500000 sec): 3 clusters
  Score: Raw -4301240.441946 + Penalty 3529.705490 = -4297710.736455
  nChanged 5
		SP:Iteration 71Q (12783.880000 sec): 3 clusters
  Score: Raw -4301242.243633 + Penalty 3529.705490 = -4297712.538143
  nChanged 1
		SP:Iteration 72Q (12784.290000 sec): 3 clusters
  Score: Raw -4301242.496486 + Penalty 3529.705490 = -4297712.790996
  nChanged 1
		SP:Iteration 73Q (12784.700000 sec): 3 clusters
  Score: Raw -4301242.881544 + Penalty 3529.705490 = -4297713.176054
  nChanged 1
		SP:Iteration 74Q (12785.120000 sec): 3 clusters
  Score: Raw -4301243.014742 + Penalty 3529.705490 = -4297713.309251
  nChanged 0
		SP:Iteration 75F (12785.520000 sec): 3 clusters
  Score: Raw -4301243.014742 + Penalty 3529.705490 = -4297713.309251
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 2 (246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12785.660000 sec): 2 clusters
  Score: Raw -16869.252686 + Penalty 894.616375 = -15974.636311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12785.820000 sec): 3 clusters
  Score: Raw -17001.708252 + Penalty 1789.232749 = -15212.475503
  nChanged 49
		SP:Iteration 1F (12786.050000 sec): 3 clusters
  Score: Raw -17146.084181 + Penalty 1789.232749 = -15356.851432
  nChanged 14
		SP:Iteration 2F (12786.250000 sec): 3 clusters
  Score: Raw -17179.341687 + Penalty 1789.232749 = -15390.108937
  nChanged 4
		SP:Iteration 3Q (12786.360000 sec): 3 clusters
  Score: Raw -17196.518697 + Penalty 1789.232749 = -15407.285948
  nChanged 2
		SP:Iteration 4Q (12786.480000 sec): 3 clusters
  Score: Raw -17203.165195 + Penalty 1789.232749 = -15413.932446
  nChanged 0
		SP:Iteration 5F (12786.600000 sec): 3 clusters
  Score: Raw -17203.165195 + Penalty 1789.232749 = -15413.932446
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 3 (5691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12786.720000 sec): 2 clusters
  Score: Raw -479247.730140 + Penalty 1405.079205 = -477842.650935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12786.920000 sec): 3 clusters
  Score: Raw -476259.328233 + Penalty 2810.158409 = -473449.169823
  nChanged 2315
		SP:Iteration 1F (12787.080000 sec): 3 clusters
  Score: Raw -477606.109397 + Penalty 2810.158409 = -474795.950988
  nChanged 477
		SP:Iteration 2F (12787.230000 sec): 3 clusters
  Score: Raw -477981.196514 + Penalty 2810.158409 = -475171.038105
  nChanged 455
		SP:Iteration 3F (12787.350000 sec): 3 clusters
  Score: Raw -478393.685696 + Penalty 2810.158409 = -475583.527287
  nChanged 405
		SP:Iteration 4F (12787.500000 sec): 3 clusters
  Score: Raw -478761.890781 + Penalty 2810.158409 = -475951.732372
  nChanged 353
		SP:Iteration 5F (12787.660000 sec): 3 clusters
  Score: Raw -479021.214939 + Penalty 2810.158409 = -476211.056530
  nChanged 259
		SP:Iteration 6Q (12787.830000 sec): 3 clusters
  Score: Raw -479171.658452 + Penalty 2810.158409 = -476361.500043
  nChanged 195
		SP:Iteration 7Q (12787.990000 sec): 3 clusters
  Score: Raw -479283.471191 + Penalty 2810.158409 = -476473.312782
  nChanged 161
		SP:Iteration 8Q (12788.110000 sec): 3 clusters
  Score: Raw -479381.093097 + Penalty 2810.158409 = -476570.934688
  nChanged 115
		SP:Iteration 9Q (12788.270000 sec): 3 clusters
  Score: Raw -479431.460583 + Penalty 2810.158409 = -476621.302174
  nChanged 83
		SP:Iteration 10Q (12788.430000 sec): 3 clusters
  Score: Raw -479466.047160 + Penalty 2810.158409 = -476655.888751
  nChanged 52
		SP:Iteration 11Q (12788.590000 sec): 3 clusters
  Score: Raw -479488.924310 + Penalty 2810.158409 = -476678.765901
  nChanged 51
		SP:Iteration 12Q (12788.820000 sec): 3 clusters
  Score: Raw -479506.190684 + Penalty 2810.158409 = -476696.032275
  nChanged 46
		SP:Iteration 13Q (12789.010000 sec): 3 clusters
  Score: Raw -479521.117768 + Penalty 2810.158409 = -476710.959359
  nChanged 39
		SP:Iteration 14Q (12789.170000 sec): 3 clusters
  Score: Raw -479535.725375 + Penalty 2810.158409 = -476725.566965
  nChanged 46
		SP:Iteration 15Q (12789.410000 sec): 3 clusters
  Score: Raw -479551.639508 + Penalty 2810.158409 = -476741.481099
  nChanged 44
		SP:Iteration 16Q (12789.570000 sec): 3 clusters
  Score: Raw -479565.879754 + Penalty 2810.158409 = -476755.721345
  nChanged 38
		SP:Iteration 17Q (12789.790000 sec): 3 clusters
  Score: Raw -479578.341928 + Penalty 2810.158409 = -476768.183519
  nChanged 35
		SP:Iteration 18Q (12790.000000 sec): 3 clusters
  Score: Raw -479589.795971 + Penalty 2810.158409 = -476779.637562
  nChanged 30
		SP:Iteration 19Q (12790.180000 sec): 3 clusters
  Score: Raw -479597.222741 + Penalty 2810.158409 = -476787.064332
  nChanged 21
		SP:Iteration 20F (12790.310000 sec): 3 clusters
  Score: Raw -479602.977463 + Penalty 2810.158409 = -476792.819054
  nChanged 22
		SP:Iteration 21Q (12790.520000 sec): 3 clusters
  Score: Raw -479608.512436 + Penalty 2810.158409 = -476798.354027
  nChanged 21
		SP:Iteration 22Q (12790.690000 sec): 3 clusters
  Score: Raw -479614.273820 + Penalty 2810.158409 = -476804.115411
  nChanged 25
		SP:Iteration 23Q (12790.870000 sec): 3 clusters
  Score: Raw -479625.883536 + Penalty 2810.158409 = -476815.725127
  nChanged 39
		SP:Iteration 24Q (12791.050000 sec): 3 clusters
  Score: Raw -479642.437058 + Penalty 2810.158409 = -476832.278649
  nChanged 58
		SP:Iteration 25Q (12791.250000 sec): 3 clusters
  Score: Raw -479664.760321 + Penalty 2810.158409 = -476854.601912
  nChanged 56
		SP:Iteration 26Q (12791.440000 sec): 3 clusters
  Score: Raw -479688.894709 + Penalty 2810.158409 = -476878.736300
  nChanged 55
		SP:Iteration 27Q (12791.660000 sec): 3 clusters
  Score: Raw -479707.171855 + Penalty 2810.158409 = -476897.013446
  nChanged 50
		SP:Iteration 28Q (12791.870000 sec): 3 clusters
  Score: Raw -479723.166179 + Penalty 2810.158409 = -476913.007770
  nChanged 32
		SP:Iteration 29Q (12792.040000 sec): 3 clusters
  Score: Raw -479737.764324 + Penalty 2810.158409 = -476927.605915
  nChanged 43
		SP:Iteration 30Q (12792.210000 sec): 3 clusters
  Score: Raw -479751.186100 + Penalty 2810.158409 = -476941.027691
  nChanged 31
		SP:Iteration 31Q (12792.440000 sec): 3 clusters
  Score: Raw -479764.216764 + Penalty 2810.158409 = -476954.058355
  nChanged 30
		SP:Iteration 32Q (12792.650000 sec): 3 clusters
  Score: Raw -479775.647759 + Penalty 2810.158409 = -476965.489349
  nChanged 29
		SP:Iteration 33Q (12792.840000 sec): 3 clusters
  Score: Raw -479786.898221 + Penalty 2810.158409 = -476976.739812
  nChanged 36
		SP:Iteration 34Q (12793.030000 sec): 3 clusters
  Score: Raw -479799.346086 + Penalty 2810.158409 = -476989.187677
  nChanged 29
		SP:Iteration 35Q (12793.210000 sec): 3 clusters
  Score: Raw -479806.379019 + Penalty 2810.158409 = -476996.220610
  nChanged 18
		SP:Iteration 36Q (12793.410000 sec): 3 clusters
  Score: Raw -479813.118596 + Penalty 2810.158409 = -477002.960187
  nChanged 17
		SP:Iteration 37Q (12793.610000 sec): 3 clusters
  Score: Raw -479821.363222 + Penalty 2810.158409 = -477011.204813
  nChanged 24
		SP:Iteration 38Q (12793.840000 sec): 3 clusters
  Score: Raw -479831.583985 + Penalty 2810.158409 = -477021.425576
  nChanged 23
		SP:Iteration 39Q (12794.030000 sec): 3 clusters
  Score: Raw -479838.776587 + Penalty 2810.158409 = -477028.618178
  nChanged 21
		SP:Iteration 40F (12794.190000 sec): 3 clusters
  Score: Raw -479846.561687 + Penalty 2810.158409 = -477036.403278
  nChanged 17
		SP:Iteration 41Q (12794.410000 sec): 3 clusters
  Score: Raw -479852.581640 + Penalty 2810.158409 = -477042.423231
  nChanged 20
		SP:Iteration 42Q (12794.650000 sec): 3 clusters
  Score: Raw -479858.714964 + Penalty 2810.158409 = -477048.556554
  nChanged 15
		SP:Iteration 43Q (12794.870000 sec): 3 clusters
  Score: Raw -479861.858453 + Penalty 2810.158409 = -477051.700044
  nChanged 8
		SP:Iteration 44Q (12795.100000 sec): 3 clusters
  Score: Raw -479863.529125 + Penalty 2810.158409 = -477053.370716
  nChanged 6
		SP:Iteration 45Q (12795.350000 sec): 3 clusters
  Score: Raw -479864.913782 + Penalty 2810.158409 = -477054.755373
  nChanged 7
		SP:Iteration 46Q (12795.540000 sec): 3 clusters
  Score: Raw -479866.964771 + Penalty 2810.158409 = -477056.806362
  nChanged 8
		SP:Iteration 47Q (12795.800000 sec): 3 clusters
  Score: Raw -479869.282135 + Penalty 2810.158409 = -477059.123725
  nChanged 6
		SP:Iteration 48Q (12795.990000 sec): 3 clusters
  Score: Raw -479870.736893 + Penalty 2810.158409 = -477060.578484
  nChanged 2
		SP:Iteration 49Q (12796.210000 sec): 3 clusters
  Score: Raw -479871.267171 + Penalty 2810.158409 = -477061.108762
  nChanged 1
		SP:Iteration 50Q (12796.420000 sec): 3 clusters
  Score: Raw -479871.372210 + Penalty 2810.158409 = -477061.213801
  nChanged 1
		SP:Iteration 51Q (12796.630000 sec): 3 clusters
  Score: Raw -479871.656716 + Penalty 2810.158409 = -477061.498307
  nChanged 0
		SP:Iteration 52F (12796.830000 sec): 3 clusters
  Score: Raw -479871.656716 + Penalty 2810.158409 = -477061.498307
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 4 (4130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12796.910000 sec): 2 clusters
  Score: Raw -350384.526230 + Penalty 1352.980311 = -349031.545918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12797.110000 sec): 3 clusters
  Score: Raw -348281.381600 + Penalty 2705.960623 = -345575.420977
  nChanged 1660
		SP:Iteration 1F (12797.270000 sec): 3 clusters
  Score: Raw -349242.257022 + Penalty 2705.960623 = -346536.296399
  nChanged 322
		SP:Iteration 2F (12797.480000 sec): 3 clusters
  Score: Raw -349422.639466 + Penalty 2705.960623 = -346716.678843
  nChanged 225
		SP:Iteration 3F (12797.710000 sec): 3 clusters
  Score: Raw -349539.886209 + Penalty 2705.960623 = -346833.925586
  nChanged 154
		SP:Iteration 4Q (12797.920000 sec): 3 clusters
  Score: Raw -349608.691969 + Penalty 2705.960623 = -346902.731346
  nChanged 135
		SP:Iteration 5Q (12798.130000 sec): 3 clusters
  Score: Raw -349677.272154 + Penalty 2705.960623 = -346971.311531
  nChanged 119
		SP:Iteration 6Q (12798.320000 sec): 3 clusters
  Score: Raw -349727.942674 + Penalty 2705.960623 = -347021.982051
  nChanged 106
		SP:Iteration 7Q (12798.520000 sec): 3 clusters
  Score: Raw -349773.511512 + Penalty 2705.960623 = -347067.550889
  nChanged 101
		SP:Iteration 8Q (12798.690000 sec): 3 clusters
  Score: Raw -349820.866957 + Penalty 2705.960623 = -347114.906334
  nChanged 95
		SP:Iteration 9Q (12798.860000 sec): 3 clusters
  Score: Raw -349864.115041 + Penalty 2705.960623 = -347158.154418
  nChanged 92
		SP:Iteration 10Q (12799.050000 sec): 3 clusters
  Score: Raw -349910.020417 + Penalty 2705.960623 = -347204.059795
  nChanged 90
		SP:Iteration 11Q (12799.230000 sec): 3 clusters
  Score: Raw -349955.802990 + Penalty 2705.960623 = -347249.842367
  nChanged 92
		SP:Iteration 12Q (12799.410000 sec): 3 clusters
  Score: Raw -350002.519885 + Penalty 2705.960623 = -347296.559262
  nChanged 80
		SP:Iteration 13Q (12799.580000 sec): 3 clusters
  Score: Raw -350040.276532 + Penalty 2705.960623 = -347334.315909
  nChanged 83
		SP:Iteration 14Q (12799.790000 sec): 3 clusters
  Score: Raw -350075.990946 + Penalty 2705.960623 = -347370.030323
  nChanged 68
		SP:Iteration 15Q (12799.970000 sec): 3 clusters
  Score: Raw -350111.794393 + Penalty 2705.960623 = -347405.833770
  nChanged 81
		SP:Iteration 16Q (12800.180000 sec): 3 clusters
  Score: Raw -350153.442153 + Penalty 2705.960623 = -347447.481530
  nChanged 84
		SP:Iteration 17Q (12800.400000 sec): 3 clusters
  Score: Raw -350193.095373 + Penalty 2705.960623 = -347487.134750
  nChanged 73
		SP:Iteration 18Q (12800.580000 sec): 3 clusters
  Score: Raw -350223.024968 + Penalty 2705.960623 = -347517.064345
  nChanged 61
		SP:Iteration 19Q (12800.760000 sec): 3 clusters
  Score: Raw -350247.059034 + Penalty 2705.960623 = -347541.098411
  nChanged 67
		SP:Iteration 20F (12800.960000 sec): 3 clusters
  Score: Raw -350274.441435 + Penalty 2705.960623 = -347568.480812
  nChanged 50
		SP:Iteration 21Q (12801.180000 sec): 3 clusters
  Score: Raw -350293.374836 + Penalty 2705.960623 = -347587.414214
  nChanged 46
		SP:Iteration 22Q (12801.380000 sec): 3 clusters
  Score: Raw -350311.262022 + Penalty 2705.960623 = -347605.301399
  nChanged 37
		SP:Iteration 23Q (12801.540000 sec): 3 clusters
  Score: Raw -350324.712020 + Penalty 2705.960623 = -347618.751397
  nChanged 35
		SP:Iteration 24Q (12801.720000 sec): 3 clusters
  Score: Raw -350339.126967 + Penalty 2705.960623 = -347633.166344
  nChanged 35
		SP:Iteration 25Q (12801.920000 sec): 3 clusters
  Score: Raw -350356.290767 + Penalty 2705.960623 = -347650.330144
  nChanged 43
		SP:Iteration 26Q (12802.110000 sec): 3 clusters
  Score: Raw -350378.138479 + Penalty 2705.960623 = -347672.177856
  nChanged 36
		SP:Iteration 27Q (12802.310000 sec): 3 clusters
  Score: Raw -350394.864122 + Penalty 2705.960623 = -347688.903499
  nChanged 41
		SP:Iteration 28Q (12802.490000 sec): 3 clusters
  Score: Raw -350414.621088 + Penalty 2705.960623 = -347708.660465
  nChanged 42
		SP:Iteration 29Q (12802.690000 sec): 3 clusters
  Score: Raw -350432.223049 + Penalty 2705.960623 = -347726.262426
  nChanged 34
		SP:Iteration 30Q (12802.900000 sec): 3 clusters
  Score: Raw -350449.534904 + Penalty 2705.960623 = -347743.574281
  nChanged 32
		SP:Iteration 31Q (12803.050000 sec): 3 clusters
  Score: Raw -350466.107747 + Penalty 2705.960623 = -347760.147124
  nChanged 38
		SP:Iteration 32Q (12803.230000 sec): 3 clusters
  Score: Raw -350482.628129 + Penalty 2705.960623 = -347776.667506
  nChanged 27
		SP:Iteration 33Q (12803.450000 sec): 3 clusters
  Score: Raw -350494.124131 + Penalty 2705.960623 = -347788.163508
  nChanged 28
		SP:Iteration 34Q (12803.610000 sec): 3 clusters
  Score: Raw -350507.056048 + Penalty 2705.960623 = -347801.095425
  nChanged 30
		SP:Iteration 35Q (12803.820000 sec): 3 clusters
  Score: Raw -350524.142887 + Penalty 2705.960623 = -347818.182264
  nChanged 39
		SP:Iteration 36Q (12804.030000 sec): 3 clusters
  Score: Raw -350544.256960 + Penalty 2705.960623 = -347838.296337
  nChanged 36
		SP:Iteration 37Q (12804.250000 sec): 3 clusters
  Score: Raw -350560.104104 + Penalty 2705.960623 = -347854.143481
  nChanged 26
		SP:Iteration 38Q (12804.430000 sec): 3 clusters
  Score: Raw -350574.024047 + Penalty 2705.960623 = -347868.063424
  nChanged 23
		SP:Iteration 39Q (12804.620000 sec): 3 clusters
  Score: Raw -350586.303929 + Penalty 2705.960623 = -347880.343306
  nChanged 30
		SP:Iteration 40F (12804.840000 sec): 3 clusters
  Score: Raw -350603.904549 + Penalty 2705.960623 = -347897.943926
  nChanged 26
		SP:Iteration 41Q (12805.050000 sec): 3 clusters
  Score: Raw -350618.373032 + Penalty 2705.960623 = -347912.412409
  nChanged 22
		SP:Iteration 42Q (12805.250000 sec): 3 clusters
  Score: Raw -350629.769639 + Penalty 2705.960623 = -347923.809016
  nChanged 25
		SP:Iteration 43Q (12805.440000 sec): 3 clusters
  Score: Raw -350643.148837 + Penalty 2705.960623 = -347937.188214
  nChanged 17
		SP:Iteration 44Q (12805.640000 sec): 3 clusters
  Score: Raw -350651.312527 + Penalty 2705.960623 = -347945.351904
  nChanged 9
		SP:Iteration 45Q (12805.830000 sec): 3 clusters
  Score: Raw -350655.305236 + Penalty 2705.960623 = -347949.344613
  nChanged 11
		SP:Iteration 46Q (12805.990000 sec): 3 clusters
  Score: Raw -350660.754447 + Penalty 2705.960623 = -347954.793824
  nChanged 9
		SP:Iteration 47Q (12806.210000 sec): 3 clusters
  Score: Raw -350666.176512 + Penalty 2705.960623 = -347960.215889
  nChanged 8
		SP:Iteration 48Q (12806.370000 sec): 3 clusters
  Score: Raw -350669.042953 + Penalty 2705.960623 = -347963.082330
  nChanged 5
		SP:Iteration 49Q (12806.560000 sec): 3 clusters
  Score: Raw -350670.833815 + Penalty 2705.960623 = -347964.873192
  nChanged 2
		SP:Iteration 50Q (12806.720000 sec): 3 clusters
  Score: Raw -350671.484278 + Penalty 2705.960623 = -347965.523655
  nChanged 2
		SP:Iteration 51Q (12806.960000 sec): 3 clusters
  Score: Raw -350672.278677 + Penalty 2705.960623 = -347966.318054
  nChanged 1
		SP:Iteration 52Q (12807.120000 sec): 3 clusters
  Score: Raw -350673.061772 + Penalty 2705.960623 = -347967.101149
  nChanged 1
		SP:Iteration 53Q (12807.290000 sec): 3 clusters
  Score: Raw -350673.414007 + Penalty 2705.960623 = -347967.453384
  nChanged 1
		SP:Iteration 54Q (12807.500000 sec): 3 clusters
  Score: Raw -350674.282308 + Penalty 2705.960623 = -347968.321685
  nChanged 1
		SP:Iteration 55Q (12807.640000 sec): 3 clusters
  Score: Raw -350674.575114 + Penalty 2705.960623 = -347968.614491
  nChanged 0
		SP:Iteration 56F (12807.820000 sec): 3 clusters
  Score: Raw -350674.575114 + Penalty 2705.960623 = -347968.614491
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 5 (7988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12807.960000 sec): 2 clusters
  Score: Raw -664086.240867 + Penalty 1460.175550 = -662626.065316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12808.140000 sec): 3 clusters
  Score: Raw -659638.136159 + Penalty 2920.351101 = -656717.785058
  nChanged 3438
		SP:Iteration 1F (12808.360000 sec): 3 clusters
  Score: Raw -661557.433070 + Penalty 2920.351101 = -658637.081969
  nChanged 545
		SP:Iteration 2F (12808.570000 sec): 3 clusters
  Score: Raw -661850.294868 + Penalty 2920.351101 = -658929.943767
  nChanged 488
		SP:Iteration 3F (12808.780000 sec): 3 clusters
  Score: Raw -662131.314212 + Penalty 2920.351101 = -659210.963111
  nChanged 445
		SP:Iteration 4F (12809.000000 sec): 3 clusters
  Score: Raw -662389.866496 + Penalty 2920.351101 = -659469.515396
  nChanged 403
		SP:Iteration 5F (12809.190000 sec): 3 clusters
  Score: Raw -662630.475531 + Penalty 2920.351101 = -659710.124430
  nChanged 367
		SP:Iteration 6Q (12809.430000 sec): 3 clusters
  Score: Raw -662834.311364 + Penalty 2920.351101 = -659913.960264
  nChanged 316
		SP:Iteration 7Q (12809.700000 sec): 3 clusters
  Score: Raw -663001.791745 + Penalty 2920.351101 = -660081.440644
  nChanged 279
		SP:Iteration 8Q (12809.900000 sec): 3 clusters
  Score: Raw -663134.032920 + Penalty 2920.351101 = -660213.681820
  nChanged 231
		SP:Iteration 9Q (12810.110000 sec): 3 clusters
  Score: Raw -663244.256816 + Penalty 2920.351101 = -660323.905715
  nChanged 204
		SP:Iteration 10Q (12810.340000 sec): 3 clusters
  Score: Raw -663337.213515 + Penalty 2920.351101 = -660416.862414
  nChanged 166
		SP:Iteration 11Q (12810.570000 sec): 3 clusters
  Score: Raw -663404.421017 + Penalty 2920.351101 = -660484.069916
  nChanged 141
		SP:Iteration 12Q (12810.760000 sec): 3 clusters
  Score: Raw -663471.633515 + Penalty 2920.351101 = -660551.282415
  nChanged 125
		SP:Iteration 13Q (12811.030000 sec): 3 clusters
  Score: Raw -663534.946000 + Penalty 2920.351101 = -660614.594899
  nChanged 133
		SP:Iteration 14Q (12811.220000 sec): 3 clusters
  Score: Raw -663594.735077 + Penalty 2920.351101 = -660674.383976
  nChanged 131
		SP:Iteration 15Q (12811.450000 sec): 3 clusters
  Score: Raw -663646.106630 + Penalty 2920.351101 = -660725.755530
  nChanged 109
		SP:Iteration 16Q (12811.700000 sec): 3 clusters
  Score: Raw -663688.934382 + Penalty 2920.351101 = -660768.583282
  nChanged 83
		SP:Iteration 17Q (12811.900000 sec): 3 clusters
  Score: Raw -663720.548008 + Penalty 2920.351101 = -660800.196907
  nChanged 85
		SP:Iteration 18Q (12812.110000 sec): 3 clusters
  Score: Raw -663752.656156 + Penalty 2920.351101 = -660832.305056
  nChanged 72
		SP:Iteration 19Q (12812.340000 sec): 3 clusters
  Score: Raw -663777.977736 + Penalty 2920.351101 = -660857.626635
  nChanged 70
		SP:Iteration 20F (12812.600000 sec): 3 clusters
  Score: Raw -663801.038416 + Penalty 2920.351101 = -660880.687315
  nChanged 72
		SP:Iteration 21Q (12812.810000 sec): 3 clusters
  Score: Raw -663825.913353 + Penalty 2920.351101 = -660905.562253
  nChanged 63
		SP:Iteration 22Q (12813.020000 sec): 3 clusters
  Score: Raw -663845.534200 + Penalty 2920.351101 = -660925.183099
  nChanged 58
		SP:Iteration 23Q (12813.280000 sec): 3 clusters
  Score: Raw -663864.609782 + Penalty 2920.351101 = -660944.258681
  nChanged 50
		SP:Iteration 24Q (12813.500000 sec): 3 clusters
  Score: Raw -663881.405909 + Penalty 2920.351101 = -660961.054808
  nChanged 54
		SP:Iteration 25Q (12813.740000 sec): 3 clusters
  Score: Raw -663897.696925 + Penalty 2920.351101 = -660977.345824
  nChanged 58
		SP:Iteration 26Q (12813.980000 sec): 3 clusters
  Score: Raw -663917.663666 + Penalty 2920.351101 = -660997.312565
  nChanged 61
		SP:Iteration 27Q (12814.190000 sec): 3 clusters
  Score: Raw -663937.921500 + Penalty 2920.351101 = -661017.570399
  nChanged 63
		SP:Iteration 28Q (12814.400000 sec): 3 clusters
  Score: Raw -663959.719923 + Penalty 2920.351101 = -661039.368823
  nChanged 48
		SP:Iteration 29Q (12814.630000 sec): 3 clusters
  Score: Raw -663973.895994 + Penalty 2920.351101 = -661053.544893
  nChanged 38
		SP:Iteration 30Q (12814.860000 sec): 3 clusters
  Score: Raw -663985.459345 + Penalty 2920.351101 = -661065.108244
  nChanged 38
		SP:Iteration 31Q (12815.090000 sec): 3 clusters
  Score: Raw -663997.569575 + Penalty 2920.351101 = -661077.218474
  nChanged 36
		SP:Iteration 32Q (12815.380000 sec): 3 clusters
  Score: Raw -664008.333235 + Penalty 2920.351101 = -661087.982134
  nChanged 39
		SP:Iteration 33Q (12815.580000 sec): 3 clusters
  Score: Raw -664022.269456 + Penalty 2920.351101 = -661101.918355
  nChanged 42
		SP:Iteration 34Q (12815.860000 sec): 3 clusters
  Score: Raw -664038.860472 + Penalty 2920.351101 = -661118.509371
  nChanged 49
		SP:Iteration 35Q (12816.010000 sec): 3 clusters
  Score: Raw -664057.784316 + Penalty 2920.351101 = -661137.433215
  nChanged 46
		SP:Iteration 36Q (12816.290000 sec): 3 clusters
  Score: Raw -664077.774114 + Penalty 2920.351101 = -661157.423013
  nChanged 42
		SP:Iteration 37Q (12816.530000 sec): 3 clusters
  Score: Raw -664092.817075 + Penalty 2920.351101 = -661172.465974
  nChanged 40
		SP:Iteration 38Q (12816.710000 sec): 3 clusters
  Score: Raw -664105.418317 + Penalty 2920.351101 = -661185.067217
  nChanged 30
		SP:Iteration 39Q (12816.890000 sec): 3 clusters
  Score: Raw -664115.254275 + Penalty 2920.351101 = -661194.903174
  nChanged 34
		SP:Iteration 40F (12817.110000 sec): 3 clusters
  Score: Raw -664126.426615 + Penalty 2920.351101 = -661206.075514
  nChanged 35
		SP:Iteration 41Q (12817.290000 sec): 3 clusters
  Score: Raw -664140.571264 + Penalty 2920.351101 = -661220.220163
  nChanged 30
		SP:Iteration 42Q (12817.500000 sec): 3 clusters
  Score: Raw -664152.151911 + Penalty 2920.351101 = -661231.800811
  nChanged 37
		SP:Iteration 43Q (12817.710000 sec): 3 clusters
  Score: Raw -664165.181389 + Penalty 2920.351101 = -661244.830289
  nChanged 38
		SP:Iteration 44Q (12817.950000 sec): 3 clusters
  Score: Raw -664176.712191 + Penalty 2920.351101 = -661256.361090
  nChanged 26
		SP:Iteration 45Q (12818.150000 sec): 3 clusters
  Score: Raw -664182.739511 + Penalty 2920.351101 = -661262.388410
  nChanged 15
		SP:Iteration 46Q (12818.330000 sec): 3 clusters
  Score: Raw -664187.418428 + Penalty 2920.351101 = -661267.067327
  nChanged 13
		SP:Iteration 47Q (12818.550000 sec): 3 clusters
  Score: Raw -664191.157834 + Penalty 2920.351101 = -661270.806734
  nChanged 10
		SP:Iteration 48Q (12818.770000 sec): 3 clusters
  Score: Raw -664193.608916 + Penalty 2920.351101 = -661273.257815
  nChanged 13
		SP:Iteration 49Q (12818.990000 sec): 3 clusters
  Score: Raw -664198.340283 + Penalty 2920.351101 = -661277.989182
  nChanged 16
		SP:Iteration 50Q (12819.200000 sec): 3 clusters
  Score: Raw -664204.806936 + Penalty 2920.351101 = -661284.455835
  nChanged 12
		SP:Iteration 51Q (12819.390000 sec): 3 clusters
  Score: Raw -664209.326111 + Penalty 2920.351101 = -661288.975011
  nChanged 9
		SP:Iteration 52Q (12819.600000 sec): 3 clusters
  Score: Raw -664212.422121 + Penalty 2920.351101 = -661292.071020
  nChanged 8
		SP:Iteration 53Q (12819.830000 sec): 3 clusters
  Score: Raw -664215.025463 + Penalty 2920.351101 = -661294.674363
  nChanged 8
		SP:Iteration 54Q (12820.030000 sec): 3 clusters
  Score: Raw -664217.468603 + Penalty 2920.351101 = -661297.117502
  nChanged 10
		SP:Iteration 55Q (12820.230000 sec): 3 clusters
  Score: Raw -664220.422579 + Penalty 2920.351101 = -661300.071478
  nChanged 8
		SP:Iteration 56Q (12820.410000 sec): 3 clusters
  Score: Raw -664222.647534 + Penalty 2920.351101 = -661302.296434
  nChanged 6
		SP:Iteration 57Q (12820.600000 sec): 3 clusters
  Score: Raw -664224.452564 + Penalty 2920.351101 = -661304.101463
  nChanged 4
		SP:Iteration 58Q (12820.840000 sec): 3 clusters
  Score: Raw -664225.389276 + Penalty 2920.351101 = -661305.038175
  nChanged 5
		SP:Iteration 59Q (12821.080000 sec): 3 clusters
  Score: Raw -664227.153035 + Penalty 2920.351101 = -661306.801935
  nChanged 5
		SP:Iteration 60F (12821.280000 sec): 3 clusters
  Score: Raw -664227.793504 + Penalty 2920.351101 = -661307.442404
  nChanged 5
		SP:Iteration 61Q (12821.490000 sec): 3 clusters
  Score: Raw -664229.777309 + Penalty 2920.351101 = -661309.426208
  nChanged 6
		SP:Iteration 62Q (12821.740000 sec): 3 clusters
  Score: Raw -664231.271353 + Penalty 2920.351101 = -661310.920252
  nChanged 5
		SP:Iteration 63Q (12821.960000 sec): 3 clusters
  Score: Raw -664232.844958 + Penalty 2920.351101 = -661312.493857
  nChanged 5
		SP:Iteration 64Q (12822.200000 sec): 3 clusters
  Score: Raw -664234.323958 + Penalty 2920.351101 = -661313.972857
  nChanged 5
		SP:Iteration 65Q (12822.400000 sec): 3 clusters
  Score: Raw -664235.532941 + Penalty 2920.351101 = -661315.181840
  nChanged 4
		SP:Iteration 66Q (12822.640000 sec): 3 clusters
  Score: Raw -664236.474798 + Penalty 2920.351101 = -661316.123697
  nChanged 5
		SP:Iteration 67Q (12822.840000 sec): 3 clusters
  Score: Raw -664238.428820 + Penalty 2920.351101 = -661318.077720
  nChanged 5
		SP:Iteration 68Q (12823.060000 sec): 3 clusters
  Score: Raw -664240.650020 + Penalty 2920.351101 = -661320.298919
  nChanged 8
		SP:Iteration 69Q (12823.360000 sec): 3 clusters
  Score: Raw -664243.868968 + Penalty 2920.351101 = -661323.517867
  nChanged 9
		SP:Iteration 70Q (12823.590000 sec): 3 clusters
  Score: Raw -664247.145719 + Penalty 2920.351101 = -661326.794618
  nChanged 10
		SP:Iteration 71Q (12823.770000 sec): 3 clusters
  Score: Raw -664251.340076 + Penalty 2920.351101 = -661330.988975
  nChanged 9
		SP:Iteration 72Q (12823.990000 sec): 3 clusters
  Score: Raw -664254.657572 + Penalty 2920.351101 = -661334.306471
  nChanged 9
		SP:Iteration 73Q (12824.190000 sec): 3 clusters
  Score: Raw -664257.475235 + Penalty 2920.351101 = -661337.124134
  nChanged 7
		SP:Iteration 74Q (12824.420000 sec): 3 clusters
  Score: Raw -664259.410106 + Penalty 2920.351101 = -661339.059005
  nChanged 6
		SP:Iteration 75Q (12824.620000 sec): 3 clusters
  Score: Raw -664260.819916 + Penalty 2920.351101 = -661340.468816
  nChanged 7
		SP:Iteration 76Q (12824.840000 sec): 3 clusters
  Score: Raw -664262.052584 + Penalty 2920.351101 = -661341.701484
  nChanged 3
		SP:Iteration 77Q (12825.080000 sec): 3 clusters
  Score: Raw -664262.959173 + Penalty 2920.351101 = -661342.608073
  nChanged 3
		SP:Iteration 78Q (12825.320000 sec): 3 clusters
  Score: Raw -664264.231500 + Penalty 2920.351101 = -661343.880399
  nChanged 2
		SP:Iteration 79Q (12825.580000 sec): 3 clusters
  Score: Raw -664264.652955 + Penalty 2920.351101 = -661344.301854
  nChanged 3
		SP:Iteration 80F (12825.780000 sec): 3 clusters
  Score: Raw -664265.593949 + Penalty 2920.351101 = -661345.242848
  nChanged 3
		SP:Iteration 81Q (12825.980000 sec): 3 clusters
  Score: Raw -664266.359012 + Penalty 2920.351101 = -661346.007911
  nChanged 0
		SP:Iteration 82F (12826.200000 sec): 3 clusters
  Score: Raw -664266.359012 + Penalty 2920.351101 = -661346.007911
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 6 (4226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12826.330000 sec): 2 clusters
  Score: Raw -370177.675194 + Penalty 1356.714320 = -368820.960874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12826.580000 sec): 3 clusters
  Score: Raw -368036.689509 + Penalty 2713.428639 = -365323.260869
  nChanged 1715
		SP:Iteration 1F (12826.740000 sec): 3 clusters
  Score: Raw -368972.047034 + Penalty 2713.428639 = -366258.618395
  nChanged 298
		SP:Iteration 2F (12826.960000 sec): 3 clusters
  Score: Raw -369117.086527 + Penalty 2713.428639 = -366403.657888
  nChanged 183
		SP:Iteration 3Q (12827.170000 sec): 3 clusters
  Score: Raw -369195.163552 + Penalty 2713.428639 = -366481.734913
  nChanged 134
		SP:Iteration 4Q (12827.370000 sec): 3 clusters
  Score: Raw -369245.209999 + Penalty 2713.428639 = -366531.781360
  nChanged 111
		SP:Iteration 5Q (12827.580000 sec): 3 clusters
  Score: Raw -369285.414796 + Penalty 2713.428639 = -366571.986157
  nChanged 108
		SP:Iteration 6Q (12827.790000 sec): 3 clusters
  Score: Raw -369328.187582 + Penalty 2713.428639 = -366614.758943
  nChanged 112
		SP:Iteration 7Q (12827.950000 sec): 3 clusters
  Score: Raw -369380.583497 + Penalty 2713.428639 = -366667.154857
  nChanged 121
		SP:Iteration 8Q (12828.170000 sec): 3 clusters
  Score: Raw -369434.970199 + Penalty 2713.428639 = -366721.541560
  nChanged 116
		SP:Iteration 9Q (12828.350000 sec): 3 clusters
  Score: Raw -369491.239012 + Penalty 2713.428639 = -366777.810373
  nChanged 141
		SP:Iteration 10Q (12828.550000 sec): 3 clusters
  Score: Raw -369574.984412 + Penalty 2713.428639 = -366861.555773
  nChanged 180
		SP:Iteration 11Q (12828.730000 sec): 3 clusters
  Score: Raw -369715.639156 + Penalty 2713.428639 = -367002.210517
  nChanged 242
		SP:Iteration 12F (12828.930000 sec): 3 clusters
  Score: Raw -369950.750123 + Penalty 2713.428639 = -367237.321483
  nChanged 258
		SP:Iteration 13F (12829.120000 sec): 3 clusters
  Score: Raw -370233.085145 + Penalty 2713.428639 = -367519.656506
  nChanged 228
		SP:Iteration 14F (12829.360000 sec): 3 clusters
  Score: Raw -370467.935787 + Penalty 2713.428639 = -367754.507148
  nChanged 151
		SP:Iteration 15Q (12829.520000 sec): 3 clusters
  Score: Raw -370623.818880 + Penalty 2713.428639 = -367910.390241
  nChanged 115
		SP:Iteration 16Q (12829.710000 sec): 3 clusters
  Score: Raw -370752.643018 + Penalty 2713.428639 = -368039.214379
  nChanged 89
		SP:Iteration 17Q (12829.930000 sec): 3 clusters
  Score: Raw -370831.385411 + Penalty 2713.428639 = -368117.956771
  nChanged 48
		SP:Iteration 18Q (12830.100000 sec): 3 clusters
  Score: Raw -370878.390264 + Penalty 2713.428639 = -368164.961625
  nChanged 41
		SP:Iteration 19Q (12830.330000 sec): 3 clusters
  Score: Raw -370912.260814 + Penalty 2713.428639 = -368198.832175
  nChanged 31
		SP:Iteration 20F (12830.520000 sec): 3 clusters
  Score: Raw -370931.289382 + Penalty 2713.428639 = -368217.860743
  nChanged 25
		SP:Iteration 21Q (12830.700000 sec): 3 clusters
  Score: Raw -370946.988957 + Penalty 2713.428639 = -368233.560318
  nChanged 20
		SP:Iteration 22Q (12830.860000 sec): 3 clusters
  Score: Raw -370958.568747 + Penalty 2713.428639 = -368245.140107
  nChanged 13
		SP:Iteration 23Q (12831.050000 sec): 3 clusters
  Score: Raw -370964.067390 + Penalty 2713.428639 = -368250.638750
  nChanged 6
		SP:Iteration 24Q (12831.230000 sec): 3 clusters
  Score: Raw -370967.859246 + Penalty 2713.428639 = -368254.430607
  nChanged 4
		SP:Iteration 25Q (12831.410000 sec): 3 clusters
  Score: Raw -370969.375173 + Penalty 2713.428639 = -368255.946533
  nChanged 5
		SP:Iteration 26Q (12831.640000 sec): 3 clusters
  Score: Raw -370972.378419 + Penalty 2713.428639 = -368258.949780
  nChanged 4
		SP:Iteration 27Q (12831.790000 sec): 3 clusters
  Score: Raw -370975.079014 + Penalty 2713.428639 = -368261.650374
  nChanged 6
		SP:Iteration 28Q (12832.000000 sec): 3 clusters
  Score: Raw -370978.187751 + Penalty 2713.428639 = -368264.759112
  nChanged 2
		SP:Iteration 29Q (12832.200000 sec): 3 clusters
  Score: Raw -370979.519852 + Penalty 2713.428639 = -368266.091212
  nChanged 1
		SP:Iteration 30Q (12832.400000 sec): 3 clusters
  Score: Raw -370979.947289 + Penalty 2713.428639 = -368266.518650
  nChanged 1
		SP:Iteration 31Q (12832.560000 sec): 3 clusters
  Score: Raw -370980.441397 + Penalty 2713.428639 = -368267.012757
  nChanged 0
		SP:Iteration 32F (12832.740000 sec): 3 clusters
  Score: Raw -370980.441397 + Penalty 2713.428639 = -368267.012757
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 7 (9170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12832.890000 sec): 2 clusters
  Score: Raw -867400.201174 + Penalty 1482.600042 = -865917.601132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12833.080000 sec): 3 clusters
  Score: Raw -862187.607615 + Penalty 2965.200084 = -859222.407531
  nChanged 3961
		SP:Iteration 1F (12833.280000 sec): 3 clusters
  Score: Raw -864340.048793 + Penalty 2965.200084 = -861374.848709
  nChanged 552
		SP:Iteration 2F (12833.550000 sec): 3 clusters
  Score: Raw -864582.420289 + Penalty 2965.200084 = -861617.220205
  nChanged 478
		SP:Iteration 3F (12833.740000 sec): 3 clusters
  Score: Raw -864790.491912 + Penalty 2965.200084 = -861825.291828
  nChanged 418
		SP:Iteration 4Q (12833.950000 sec): 3 clusters
  Score: Raw -864991.956829 + Penalty 2965.200084 = -862026.756745
  nChanged 401
		SP:Iteration 5Q (12834.160000 sec): 3 clusters
  Score: Raw -865213.474205 + Penalty 2965.200084 = -862248.274121
  nChanged 415
		SP:Iteration 6Q (12834.380000 sec): 3 clusters
  Score: Raw -865457.904482 + Penalty 2965.200084 = -862492.704398
  nChanged 442
		SP:Iteration 7Q (12834.620000 sec): 3 clusters
  Score: Raw -865743.686285 + Penalty 2965.200084 = -862778.486202
  nChanged 437
		SP:Iteration 8Q (12834.820000 sec): 3 clusters
  Score: Raw -866038.340082 + Penalty 2965.200084 = -863073.139999
  nChanged 413
		SP:Iteration 9Q (12835.100000 sec): 3 clusters
  Score: Raw -866353.577521 + Penalty 2965.200084 = -863388.377437
  nChanged 403
		SP:Iteration 10Q (12835.280000 sec): 3 clusters
  Score: Raw -866692.929146 + Penalty 2965.200084 = -863727.729063
  nChanged 295
		SP:Iteration 11Q (12835.500000 sec): 3 clusters
  Score: Raw -866973.983778 + Penalty 2965.200084 = -864008.783694
  nChanged 229
		SP:Iteration 12Q (12835.730000 sec): 3 clusters
  Score: Raw -867176.792155 + Penalty 2965.200084 = -864211.592072
  nChanged 138
		SP:Iteration 13Q (12835.950000 sec): 3 clusters
  Score: Raw -867287.017613 + Penalty 2965.200084 = -864321.817529
  nChanged 97
		SP:Iteration 14Q (12836.220000 sec): 3 clusters
  Score: Raw -867376.132900 + Penalty 2965.200084 = -864410.932816
  nChanged 76
		SP:Iteration 15Q (12836.440000 sec): 3 clusters
  Score: Raw -867451.864538 + Penalty 2965.200084 = -864486.664454
  nChanged 36
		SP:Iteration 16Q (12836.650000 sec): 3 clusters
  Score: Raw -867483.836262 + Penalty 2965.200084 = -864518.636178
  nChanged 24
		SP:Iteration 17Q (12836.870000 sec): 3 clusters
  Score: Raw -867509.503365 + Penalty 2965.200084 = -864544.303281
  nChanged 19
		SP:Iteration 18Q (12837.080000 sec): 3 clusters
  Score: Raw -867531.779161 + Penalty 2965.200084 = -864566.579078
  nChanged 17
		SP:Iteration 19Q (12837.280000 sec): 3 clusters
  Score: Raw -867551.229059 + Penalty 2965.200084 = -864586.028975
  nChanged 12
		SP:Iteration 20F (12837.580000 sec): 3 clusters
  Score: Raw -867564.599884 + Penalty 2965.200084 = -864599.399801
  nChanged 11
		SP:Iteration 21Q (12837.780000 sec): 3 clusters
  Score: Raw -867575.903790 + Penalty 2965.200084 = -864610.703706
  nChanged 7
		SP:Iteration 22Q (12837.970000 sec): 3 clusters
  Score: Raw -867585.633769 + Penalty 2965.200084 = -864620.433685
  nChanged 5
		SP:Iteration 23Q (12838.230000 sec): 3 clusters
  Score: Raw -867590.619955 + Penalty 2965.200084 = -864625.419871
  nChanged 3
		SP:Iteration 24Q (12838.410000 sec): 3 clusters
  Score: Raw -867595.123663 + Penalty 2965.200084 = -864629.923579
  nChanged 4
		SP:Iteration 25Q (12838.640000 sec): 3 clusters
  Score: Raw -867600.545561 + Penalty 2965.200084 = -864635.345477
  nChanged 4
		SP:Iteration 26Q (12838.830000 sec): 3 clusters
  Score: Raw -867604.989226 + Penalty 2965.200084 = -864639.789142
  nChanged 1
		SP:Iteration 27Q (12839.030000 sec): 3 clusters
  Score: Raw -867606.092933 + Penalty 2965.200084 = -864640.892850
  nChanged 0
		SP:Iteration 28F (12839.260000 sec): 3 clusters
  Score: Raw -867606.092933 + Penalty 2965.200084 = -864640.892850
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 8 (15045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12839.400000 sec): 2 clusters
  Score: Raw -1281331.889661 + Penalty 1563.055161 = -1279768.834501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12839.660000 sec): 3 clusters
  Score: Raw -1272610.356825 + Penalty 3126.110321 = -1269484.246504
  nChanged 6685
		SP:Iteration 1F (12839.880000 sec): 3 clusters
  Score: Raw -1276414.063395 + Penalty 3126.110321 = -1273287.953073
  nChanged 1130
		SP:Iteration 2F (12840.150000 sec): 3 clusters
  Score: Raw -1277180.688011 + Penalty 3126.110321 = -1274054.577690
  nChanged 1239
		SP:Iteration 3F (12840.420000 sec): 3 clusters
  Score: Raw -1278115.386366 + Penalty 3126.110321 = -1274989.276044
  nChanged 1166
		SP:Iteration 4F (12840.610000 sec): 3 clusters
  Score: Raw -1278942.633395 + Penalty 3126.110321 = -1275816.523074
  nChanged 987
		SP:Iteration 5F (12840.890000 sec): 3 clusters
  Score: Raw -1279512.115632 + Penalty 3126.110321 = -1276386.005311
  nChanged 762
		SP:Iteration 6F (12841.140000 sec): 3 clusters
  Score: Raw -1279887.178467 + Penalty 3126.110321 = -1276761.068146
  nChanged 562
		SP:Iteration 7Q (12841.370000 sec): 3 clusters
  Score: Raw -1280112.746210 + Penalty 3126.110321 = -1276986.635888
  nChanged 395
		SP:Iteration 8Q (12841.640000 sec): 3 clusters
  Score: Raw -1280241.739453 + Penalty 3126.110321 = -1277115.629131
  nChanged 274
		SP:Iteration 9Q (12841.880000 sec): 3 clusters
  Score: Raw -1280311.772015 + Penalty 3126.110321 = -1277185.661694
  nChanged 197
		SP:Iteration 10Q (12842.140000 sec): 3 clusters
  Score: Raw -1280355.635878 + Penalty 3126.110321 = -1277229.525556
  nChanged 154
		SP:Iteration 11Q (12842.400000 sec): 3 clusters
  Score: Raw -1280390.496662 + Penalty 3126.110321 = -1277264.386341
  nChanged 124
		SP:Iteration 12Q (12842.660000 sec): 3 clusters
  Score: Raw -1280418.746271 + Penalty 3126.110321 = -1277292.635949
  nChanged 126
		SP:Iteration 13Q (12842.900000 sec): 3 clusters
  Score: Raw -1280446.966691 + Penalty 3126.110321 = -1277320.856370
  nChanged 133
		SP:Iteration 14Q (12843.160000 sec): 3 clusters
  Score: Raw -1280479.122125 + Penalty 3126.110321 = -1277353.011804
  nChanged 128
		SP:Iteration 15Q (12843.420000 sec): 3 clusters
  Score: Raw -1280510.563897 + Penalty 3126.110321 = -1277384.453576
  nChanged 133
		SP:Iteration 16Q (12843.700000 sec): 3 clusters
  Score: Raw -1280544.786178 + Penalty 3126.110321 = -1277418.675856
  nChanged 135
		SP:Iteration 17Q (12843.910000 sec): 3 clusters
  Score: Raw -1280582.078235 + Penalty 3126.110321 = -1277455.967914
  nChanged 140
		SP:Iteration 18Q (12844.210000 sec): 3 clusters
  Score: Raw -1280622.062467 + Penalty 3126.110321 = -1277495.952145
  nChanged 143
		SP:Iteration 19Q (12844.420000 sec): 3 clusters
  Score: Raw -1280667.223558 + Penalty 3126.110321 = -1277541.113236
  nChanged 156
		SP:Iteration 20F (12844.650000 sec): 3 clusters
  Score: Raw -1280720.700175 + Penalty 3126.110321 = -1277594.589854
  nChanged 162
		SP:Iteration 21Q (12844.870000 sec): 3 clusters
  Score: Raw -1280773.231043 + Penalty 3126.110321 = -1277647.120721
  nChanged 157
		SP:Iteration 22Q (12845.120000 sec): 3 clusters
  Score: Raw -1280827.479444 + Penalty 3126.110321 = -1277701.369122
  nChanged 159
		SP:Iteration 23Q (12845.330000 sec): 3 clusters
  Score: Raw -1280880.793414 + Penalty 3126.110321 = -1277754.683092
  nChanged 136
		SP:Iteration 24Q (12845.600000 sec): 3 clusters
  Score: Raw -1280924.367271 + Penalty 3126.110321 = -1277798.256949
  nChanged 131
		SP:Iteration 25Q (12845.850000 sec): 3 clusters
  Score: Raw -1280968.175339 + Penalty 3126.110321 = -1277842.065018
  nChanged 143
		SP:Iteration 26Q (12846.060000 sec): 3 clusters
  Score: Raw -1281029.244020 + Penalty 3126.110321 = -1277903.133699
  nChanged 118
		SP:Iteration 27Q (12846.290000 sec): 3 clusters
  Score: Raw -1281075.812104 + Penalty 3126.110321 = -1277949.701782
  nChanged 114
		SP:Iteration 28Q (12846.560000 sec): 3 clusters
  Score: Raw -1281120.130135 + Penalty 3126.110321 = -1277994.019814
  nChanged 106
		SP:Iteration 29Q (12846.760000 sec): 3 clusters
  Score: Raw -1281159.202908 + Penalty 3126.110321 = -1278033.092587
  nChanged 92
		SP:Iteration 30Q (12846.990000 sec): 3 clusters
  Score: Raw -1281190.270197 + Penalty 3126.110321 = -1278064.159876
  nChanged 76
		SP:Iteration 31Q (12847.260000 sec): 3 clusters
  Score: Raw -1281212.258182 + Penalty 3126.110321 = -1278086.147860
  nChanged 60
		SP:Iteration 32Q (12847.450000 sec): 3 clusters
  Score: Raw -1281232.605138 + Penalty 3126.110321 = -1278106.494816
  nChanged 64
		SP:Iteration 33Q (12847.710000 sec): 3 clusters
  Score: Raw -1281254.138659 + Penalty 3126.110321 = -1278128.028338
  nChanged 61
		SP:Iteration 34Q (12847.940000 sec): 3 clusters
  Score: Raw -1281276.652864 + Penalty 3126.110321 = -1278150.542543
  nChanged 58
		SP:Iteration 35Q (12848.230000 sec): 3 clusters
  Score: Raw -1281299.165865 + Penalty 3126.110321 = -1278173.055544
  nChanged 55
		SP:Iteration 36Q (12848.460000 sec): 3 clusters
  Score: Raw -1281319.823000 + Penalty 3126.110321 = -1278193.712678
  nChanged 56
		SP:Iteration 37Q (12848.730000 sec): 3 clusters
  Score: Raw -1281343.822033 + Penalty 3126.110321 = -1278217.711711
  nChanged 56
		SP:Iteration 38Q (12848.940000 sec): 3 clusters
  Score: Raw -1281369.318224 + Penalty 3126.110321 = -1278243.207902
  nChanged 43
		SP:Iteration 39Q (12849.200000 sec): 3 clusters
  Score: Raw -1281386.611510 + Penalty 3126.110321 = -1278260.501188
  nChanged 53
		SP:Iteration 40F (12849.460000 sec): 3 clusters
  Score: Raw -1281408.951534 + Penalty 3126.110321 = -1278282.841213
  nChanged 41
		SP:Iteration 41Q (12849.740000 sec): 3 clusters
  Score: Raw -1281428.002800 + Penalty 3126.110321 = -1278301.892479
  nChanged 35
		SP:Iteration 42Q (12850.010000 sec): 3 clusters
  Score: Raw -1281441.742528 + Penalty 3126.110321 = -1278315.632207
  nChanged 24
		SP:Iteration 43Q (12850.230000 sec): 3 clusters
  Score: Raw -1281450.166010 + Penalty 3126.110321 = -1278324.055689
  nChanged 24
		SP:Iteration 44Q (12850.490000 sec): 3 clusters
  Score: Raw -1281460.755620 + Penalty 3126.110321 = -1278334.645299
  nChanged 21
		SP:Iteration 45Q (12850.750000 sec): 3 clusters
  Score: Raw -1281471.001129 + Penalty 3126.110321 = -1278344.890807
  nChanged 17
		SP:Iteration 46Q (12851.000000 sec): 3 clusters
  Score: Raw -1281477.789529 + Penalty 3126.110321 = -1278351.679208
  nChanged 16
		SP:Iteration 47Q (12851.260000 sec): 3 clusters
  Score: Raw -1281483.701746 + Penalty 3126.110321 = -1278357.591425
  nChanged 11
		SP:Iteration 48Q (12851.480000 sec): 3 clusters
  Score: Raw -1281487.931163 + Penalty 3126.110321 = -1278361.820841
  nChanged 8
		SP:Iteration 49Q (12851.700000 sec): 3 clusters
  Score: Raw -1281492.684893 + Penalty 3126.110321 = -1278366.574571
  nChanged 14
		SP:Iteration 50Q (12851.980000 sec): 3 clusters
  Score: Raw -1281497.567412 + Penalty 3126.110321 = -1278371.457090
  nChanged 8
		SP:Iteration 51Q (12852.240000 sec): 3 clusters
  Score: Raw -1281502.100135 + Penalty 3126.110321 = -1278375.989813
  nChanged 8
		SP:Iteration 52Q (12852.480000 sec): 3 clusters
  Score: Raw -1281506.547403 + Penalty 3126.110321 = -1278380.437081
  nChanged 8
		SP:Iteration 53Q (12852.710000 sec): 3 clusters
  Score: Raw -1281510.091066 + Penalty 3126.110321 = -1278383.980744
  nChanged 9
		SP:Iteration 54Q (12852.970000 sec): 3 clusters
  Score: Raw -1281512.786331 + Penalty 3126.110321 = -1278386.676010
  nChanged 4
		SP:Iteration 55Q (12853.220000 sec): 3 clusters
  Score: Raw -1281513.860250 + Penalty 3126.110321 = -1278387.749929
  nChanged 3
		SP:Iteration 56Q (12853.490000 sec): 3 clusters
  Score: Raw -1281515.490044 + Penalty 3126.110321 = -1278389.379722
  nChanged 2
		SP:Iteration 57Q (12853.790000 sec): 3 clusters
  Score: Raw -1281516.705958 + Penalty 3126.110321 = -1278390.595637
  nChanged 1
		SP:Iteration 58Q (12854.010000 sec): 3 clusters
  Score: Raw -1281517.145524 + Penalty 3126.110321 = -1278391.035203
  nChanged 0
		SP:Iteration 59F (12854.260000 sec): 3 clusters
  Score: Raw -1281517.145524 + Penalty 3126.110321 = -1278391.035203
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 9 (30383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12854.530000 sec): 2 clusters
  Score: Raw -2630794.625460 + Penalty 1677.266260 = -2629117.359201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12854.830000 sec): 3 clusters
  Score: Raw -2611986.421785 + Penalty 3354.532519 = -2608631.889266
  nChanged 14021
		SP:Iteration 1F (12855.130000 sec): 3 clusters
  Score: Raw -2620125.811670 + Penalty 3354.532519 = -2616771.279151
  nChanged 1392
		SP:Iteration 2Q (12855.490000 sec): 3 clusters
  Score: Raw -2620711.375553 + Penalty 3354.532519 = -2617356.843034
  nChanged 1439
		SP:Iteration 3Q (12855.800000 sec): 3 clusters
  Score: Raw -2621539.423527 + Penalty 3354.532519 = -2618184.891008
  nChanged 1654
		SP:Iteration 4F (12856.120000 sec): 3 clusters
  Score: Raw -2622666.943246 + Penalty 3354.532519 = -2619312.410727
  nChanged 1767
		SP:Iteration 5F (12856.390000 sec): 3 clusters
  Score: Raw -2623806.882557 + Penalty 3354.532519 = -2620452.350038
  nChanged 1764
		SP:Iteration 6F (12856.710000 sec): 3 clusters
  Score: Raw -2624827.145115 + Penalty 3354.532519 = -2621472.612596
  nChanged 1596
		SP:Iteration 7F (12857.040000 sec): 3 clusters
  Score: Raw -2625687.048024 + Penalty 3354.532519 = -2622332.515505
  nChanged 1433
		SP:Iteration 8Q (12857.370000 sec): 3 clusters
  Score: Raw -2626390.728890 + Penalty 3354.532519 = -2623036.196371
  nChanged 1228
		SP:Iteration 9Q (12857.710000 sec): 3 clusters
  Score: Raw -2626850.419536 + Penalty 3354.532519 = -2623495.887017
  nChanged 906
		SP:Iteration 10Q (12858.030000 sec): 3 clusters
  Score: Raw -2627145.559558 + Penalty 3354.532519 = -2623791.027039
  nChanged 723
		SP:Iteration 11Q (12858.400000 sec): 3 clusters
  Score: Raw -2627352.899496 + Penalty 3354.532519 = -2623998.366977
  nChanged 595
		SP:Iteration 12Q (12858.740000 sec): 3 clusters
  Score: Raw -2627527.090918 + Penalty 3354.532519 = -2624172.558399
  nChanged 560
		SP:Iteration 13Q (12859.020000 sec): 3 clusters
  Score: Raw -2627696.581285 + Penalty 3354.532519 = -2624342.048766
  nChanged 546
		SP:Iteration 14Q (12859.340000 sec): 3 clusters
  Score: Raw -2627841.695774 + Penalty 3354.532519 = -2624487.163255
  nChanged 486
		SP:Iteration 15Q (12859.640000 sec): 3 clusters
  Score: Raw -2627978.891532 + Penalty 3354.532519 = -2624624.359013
  nChanged 478
		SP:Iteration 16Q (12859.980000 sec): 3 clusters
  Score: Raw -2628139.341749 + Penalty 3354.532519 = -2624784.809230
  nChanged 548
		SP:Iteration 17Q (12860.260000 sec): 3 clusters
  Score: Raw -2628326.231687 + Penalty 3354.532519 = -2624971.699168
  nChanged 547
		SP:Iteration 18Q (12860.590000 sec): 3 clusters
  Score: Raw -2628519.805583 + Penalty 3354.532519 = -2625165.273064
  nChanged 563
		SP:Iteration 19Q (12860.880000 sec): 3 clusters
  Score: Raw -2628723.644627 + Penalty 3354.532519 = -2625369.112108
  nChanged 565
		SP:Iteration 20F (12861.160000 sec): 3 clusters
  Score: Raw -2628944.929648 + Penalty 3354.532519 = -2625590.397129
  nChanged 600
		SP:Iteration 21Q (12861.470000 sec): 3 clusters
  Score: Raw -2629202.157994 + Penalty 3354.532519 = -2625847.625474
  nChanged 608
		SP:Iteration 22Q (12861.780000 sec): 3 clusters
  Score: Raw -2629458.442616 + Penalty 3354.532519 = -2626103.910096
  nChanged 611
		SP:Iteration 23Q (12862.040000 sec): 3 clusters
  Score: Raw -2629725.952388 + Penalty 3354.532519 = -2626371.419869
  nChanged 609
		SP:Iteration 24Q (12862.390000 sec): 3 clusters
  Score: Raw -2630018.335193 + Penalty 3354.532519 = -2626663.802674
  nChanged 586
		SP:Iteration 25Q (12862.710000 sec): 3 clusters
  Score: Raw -2630298.450079 + Penalty 3354.532519 = -2626943.917559
  nChanged 586
		SP:Iteration 26Q (12863.020000 sec): 3 clusters
  Score: Raw -2630551.335550 + Penalty 3354.532519 = -2627196.803031
  nChanged 539
		SP:Iteration 27Q (12863.320000 sec): 3 clusters
  Score: Raw -2630762.335470 + Penalty 3354.532519 = -2627407.802951
  nChanged 503
		SP:Iteration 28Q (12863.660000 sec): 3 clusters
  Score: Raw -2630950.554225 + Penalty 3354.532519 = -2627596.021706
  nChanged 449
		SP:Iteration 29Q (12864.000000 sec): 3 clusters
  Score: Raw -2631117.361473 + Penalty 3354.532519 = -2627762.828954
  nChanged 424
		SP:Iteration 30Q (12864.240000 sec): 3 clusters
  Score: Raw -2631259.129391 + Penalty 3354.532519 = -2627904.596872
  nChanged 356
		SP:Iteration 31Q (12864.580000 sec): 3 clusters
  Score: Raw -2631365.422953 + Penalty 3354.532519 = -2628010.890434
  nChanged 268
		SP:Iteration 32Q (12864.940000 sec): 3 clusters
  Score: Raw -2631439.960436 + Penalty 3354.532519 = -2628085.427917
  nChanged 249
		SP:Iteration 33Q (12865.280000 sec): 3 clusters
  Score: Raw -2631509.508083 + Penalty 3354.532519 = -2628154.975564
  nChanged 219
		SP:Iteration 34Q (12865.580000 sec): 3 clusters
  Score: Raw -2631566.091047 + Penalty 3354.532519 = -2628211.558528
  nChanged 169
		SP:Iteration 35Q (12865.880000 sec): 3 clusters
  Score: Raw -2631606.052060 + Penalty 3354.532519 = -2628251.519541
  nChanged 146
		SP:Iteration 36Q (12866.220000 sec): 3 clusters
  Score: Raw -2631636.539735 + Penalty 3354.532519 = -2628282.007216
  nChanged 116
		SP:Iteration 37Q (12866.560000 sec): 3 clusters
  Score: Raw -2631660.170825 + Penalty 3354.532519 = -2628305.638306
  nChanged 112
		SP:Iteration 38Q (12866.860000 sec): 3 clusters
  Score: Raw -2631684.727310 + Penalty 3354.532519 = -2628330.194791
  nChanged 109
		SP:Iteration 39Q (12867.220000 sec): 3 clusters
  Score: Raw -2631708.656980 + Penalty 3354.532519 = -2628354.124461
  nChanged 95
		SP:Iteration 40F (12867.560000 sec): 3 clusters
  Score: Raw -2631729.351405 + Penalty 3354.532519 = -2628374.818886
  nChanged 89
		SP:Iteration 41Q (12867.810000 sec): 3 clusters
  Score: Raw -2631747.401776 + Penalty 3354.532519 = -2628392.869257
  nChanged 76
		SP:Iteration 42Q (12868.110000 sec): 3 clusters
  Score: Raw -2631761.438895 + Penalty 3354.532519 = -2628406.906376
  nChanged 61
		SP:Iteration 43Q (12868.360000 sec): 3 clusters
  Score: Raw -2631772.056026 + Penalty 3354.532519 = -2628417.523507
  nChanged 42
		SP:Iteration 44Q (12868.690000 sec): 3 clusters
  Score: Raw -2631778.892462 + Penalty 3354.532519 = -2628424.359943
  nChanged 43
		SP:Iteration 45Q (12869.030000 sec): 3 clusters
  Score: Raw -2631785.747830 + Penalty 3354.532519 = -2628431.215311
  nChanged 35
		SP:Iteration 46Q (12869.300000 sec): 3 clusters
  Score: Raw -2631792.112391 + Penalty 3354.532519 = -2628437.579872
  nChanged 35
		SP:Iteration 47Q (12869.600000 sec): 3 clusters
  Score: Raw -2631798.846205 + Penalty 3354.532519 = -2628444.313686
  nChanged 35
		SP:Iteration 48Q (12869.930000 sec): 3 clusters
  Score: Raw -2631805.529337 + Penalty 3354.532519 = -2628450.996818
  nChanged 32
		SP:Iteration 49Q (12870.240000 sec): 3 clusters
  Score: Raw -2631810.325275 + Penalty 3354.532519 = -2628455.792756
  nChanged 28
		SP:Iteration 50Q (12870.570000 sec): 3 clusters
  Score: Raw -2631815.155882 + Penalty 3354.532519 = -2628460.623362
  nChanged 28
		SP:Iteration 51Q (12870.840000 sec): 3 clusters
  Score: Raw -2631820.252965 + Penalty 3354.532519 = -2628465.720445
  nChanged 23
		SP:Iteration 52Q (12871.170000 sec): 3 clusters
  Score: Raw -2631823.987723 + Penalty 3354.532519 = -2628469.455204
  nChanged 24
		SP:Iteration 53Q (12871.510000 sec): 3 clusters
  Score: Raw -2631827.093690 + Penalty 3354.532519 = -2628472.561171
  nChanged 23
		SP:Iteration 54Q (12871.770000 sec): 3 clusters
  Score: Raw -2631830.615701 + Penalty 3354.532519 = -2628476.083182
  nChanged 24
		SP:Iteration 55Q (12872.100000 sec): 3 clusters
  Score: Raw -2631835.443074 + Penalty 3354.532519 = -2628480.910555
  nChanged 24
		SP:Iteration 56Q (12872.400000 sec): 3 clusters
  Score: Raw -2631838.827450 + Penalty 3354.532519 = -2628484.294931
  nChanged 25
		SP:Iteration 57Q (12872.700000 sec): 3 clusters
  Score: Raw -2631842.863861 + Penalty 3354.532519 = -2628488.331342
  nChanged 20
		SP:Iteration 58Q (12873.050000 sec): 3 clusters
  Score: Raw -2631845.931721 + Penalty 3354.532519 = -2628491.399202
  nChanged 17
		SP:Iteration 59Q (12873.350000 sec): 3 clusters
  Score: Raw -2631848.195206 + Penalty 3354.532519 = -2628493.662687
  nChanged 16
		SP:Iteration 60F (12873.600000 sec): 3 clusters
  Score: Raw -2631849.761847 + Penalty 3354.532519 = -2628495.229328
  nChanged 7
		SP:Iteration 61Q (12873.920000 sec): 3 clusters
  Score: Raw -2631850.811740 + Penalty 3354.532519 = -2628496.279221
  nChanged 9
		SP:Iteration 62Q (12874.220000 sec): 3 clusters
  Score: Raw -2631851.976827 + Penalty 3354.532519 = -2628497.444308
  nChanged 15
		SP:Iteration 63Q (12874.530000 sec): 3 clusters
  Score: Raw -2631854.153533 + Penalty 3354.532519 = -2628499.621014
  nChanged 9
		SP:Iteration 64Q (12874.780000 sec): 3 clusters
  Score: Raw -2631855.080958 + Penalty 3354.532519 = -2628500.548439
  nChanged 6
		SP:Iteration 65Q (12875.100000 sec): 3 clusters
  Score: Raw -2631856.199730 + Penalty 3354.532519 = -2628501.667210
  nChanged 8
		SP:Iteration 66Q (12875.350000 sec): 3 clusters
  Score: Raw -2631857.237745 + Penalty 3354.532519 = -2628502.705226
  nChanged 11
		SP:Iteration 67Q (12875.670000 sec): 3 clusters
  Score: Raw -2631858.763883 + Penalty 3354.532519 = -2628504.231364
  nChanged 9
		SP:Iteration 68Q (12875.950000 sec): 3 clusters
  Score: Raw -2631859.935142 + Penalty 3354.532519 = -2628505.402623
  nChanged 12
		SP:Iteration 69Q (12876.230000 sec): 3 clusters
  Score: Raw -2631861.457404 + Penalty 3354.532519 = -2628506.924885
  nChanged 11
		SP:Iteration 70Q (12876.580000 sec): 3 clusters
  Score: Raw -2631863.231712 + Penalty 3354.532519 = -2628508.699193
  nChanged 13
		SP:Iteration 71Q (12876.860000 sec): 3 clusters
  Score: Raw -2631864.723230 + Penalty 3354.532519 = -2628510.190711
  nChanged 10
		SP:Iteration 72Q (12877.180000 sec): 3 clusters
  Score: Raw -2631865.922549 + Penalty 3354.532519 = -2628511.390029
  nChanged 7
		SP:Iteration 73Q (12877.500000 sec): 3 clusters
  Score: Raw -2631866.913407 + Penalty 3354.532519 = -2628512.380888
  nChanged 10
		SP:Iteration 74Q (12877.800000 sec): 3 clusters
  Score: Raw -2631868.624404 + Penalty 3354.532519 = -2628514.091885
  nChanged 14
		SP:Iteration 75Q (12878.110000 sec): 3 clusters
  Score: Raw -2631870.850875 + Penalty 3354.532519 = -2628516.318356
  nChanged 14
		SP:Iteration 76Q (12878.430000 sec): 3 clusters
  Score: Raw -2631873.162754 + Penalty 3354.532519 = -2628518.630235
  nChanged 15
		SP:Iteration 77Q (12878.770000 sec): 3 clusters
  Score: Raw -2631875.153994 + Penalty 3354.532519 = -2628520.621475
  nChanged 14
		SP:Iteration 78Q (12879.090000 sec): 3 clusters
  Score: Raw -2631877.525667 + Penalty 3354.532519 = -2628522.993148
  nChanged 15
		SP:Iteration 79Q (12879.360000 sec): 3 clusters
  Score: Raw -2631879.260407 + Penalty 3354.532519 = -2628524.727888
  nChanged 12
		SP:Iteration 80F (12879.690000 sec): 3 clusters
  Score: Raw -2631880.906815 + Penalty 3354.532519 = -2628526.374296
  nChanged 13
		SP:Iteration 81Q (12880.010000 sec): 3 clusters
  Score: Raw -2631883.396072 + Penalty 3354.532519 = -2628528.863553
  nChanged 22
		SP:Iteration 82Q (12880.360000 sec): 3 clusters
  Score: Raw -2631888.435772 + Penalty 3354.532519 = -2628533.903253
  nChanged 26
		SP:Iteration 83Q (12880.660000 sec): 3 clusters
  Score: Raw -2631893.959997 + Penalty 3354.532519 = -2628539.427478
  nChanged 29
		SP:Iteration 84Q (12880.940000 sec): 3 clusters
  Score: Raw -2631900.112757 + Penalty 3354.532519 = -2628545.580238
  nChanged 27
		SP:Iteration 85Q (12881.280000 sec): 3 clusters
  Score: Raw -2631905.986485 + Penalty 3354.532519 = -2628551.453966
  nChanged 31
		SP:Iteration 86Q (12881.570000 sec): 3 clusters
  Score: Raw -2631913.080058 + Penalty 3354.532519 = -2628558.547539
  nChanged 42
		SP:Iteration 87Q (12881.860000 sec): 3 clusters
  Score: Raw -2631923.691239 + Penalty 3354.532519 = -2628569.158720
  nChanged 39
		SP:Iteration 88Q (12882.150000 sec): 3 clusters
  Score: Raw -2631934.018829 + Penalty 3354.532519 = -2628579.486310
  nChanged 42
		SP:Iteration 89Q (12882.430000 sec): 3 clusters
  Score: Raw -2631943.429472 + Penalty 3354.532519 = -2628588.896953
  nChanged 37
		SP:Iteration 90Q (12882.750000 sec): 3 clusters
  Score: Raw -2631951.560137 + Penalty 3354.532519 = -2628597.027617
  nChanged 31
		SP:Iteration 91Q (12883.040000 sec): 3 clusters
  Score: Raw -2631957.766282 + Penalty 3354.532519 = -2628603.233763
  nChanged 29
		SP:Iteration 92Q (12883.370000 sec): 3 clusters
  Score: Raw -2631962.365856 + Penalty 3354.532519 = -2628607.833337
  nChanged 29
		SP:Iteration 93Q (12883.670000 sec): 3 clusters
  Score: Raw -2631967.738117 + Penalty 3354.532519 = -2628613.205598
  nChanged 26
		SP:Iteration 94Q (12884.020000 sec): 3 clusters
  Score: Raw -2631972.398935 + Penalty 3354.532519 = -2628617.866415
  nChanged 19
		SP:Iteration 95Q (12884.330000 sec): 3 clusters
  Score: Raw -2631975.072990 + Penalty 3354.532519 = -2628620.540471
  nChanged 16
		SP:Iteration 96Q (12884.610000 sec): 3 clusters
  Score: Raw -2631976.982818 + Penalty 3354.532519 = -2628622.450298
  nChanged 10
		SP:Iteration 97Q (12884.930000 sec): 3 clusters
  Score: Raw -2631978.283441 + Penalty 3354.532519 = -2628623.750922
  nChanged 10
		SP:Iteration 98Q (12885.250000 sec): 3 clusters
  Score: Raw -2631979.903411 + Penalty 3354.532519 = -2628625.370892
  nChanged 8
		SP:Iteration 99Q (12885.550000 sec): 3 clusters
  Score: Raw -2631981.175552 + Penalty 3354.532519 = -2628626.643033
  nChanged 7
		SP:Iteration 100F (12885.860000 sec): 3 clusters
  Score: Raw -2631982.290668 + Penalty 3354.532519 = -2628627.758149
  nChanged 9
		SP:Iteration 101Q (12886.210000 sec): 3 clusters
  Score: Raw -2631983.714458 + Penalty 3354.532519 = -2628629.181938
  nChanged 15
		SP:Iteration 102Q (12886.500000 sec): 3 clusters
  Score: Raw -2631985.647691 + Penalty 3354.532519 = -2628631.115172
  nChanged 11
		SP:Iteration 103Q (12886.860000 sec): 3 clusters
  Score: Raw -2631986.833614 + Penalty 3354.532519 = -2628632.301095
  nChanged 8
		SP:Iteration 104Q (12887.160000 sec): 3 clusters
  Score: Raw -2631987.724333 + Penalty 3354.532519 = -2628633.191814
  nChanged 4
		SP:Iteration 105Q (12887.430000 sec): 3 clusters
  Score: Raw -2631988.091641 + Penalty 3354.532519 = -2628633.559122
  nChanged 6
		SP:Iteration 106Q (12887.710000 sec): 3 clusters
  Score: Raw -2631988.862730 + Penalty 3354.532519 = -2628634.330211
  nChanged 8
		SP:Iteration 107Q (12888.030000 sec): 3 clusters
  Score: Raw -2631989.965297 + Penalty 3354.532519 = -2628635.432778
  nChanged 5
		SP:Iteration 108Q (12888.400000 sec): 3 clusters
  Score: Raw -2631990.546386 + Penalty 3354.532519 = -2628636.013867
  nChanged 3
		SP:Iteration 109Q (12888.690000 sec): 3 clusters
  Score: Raw -2631990.790274 + Penalty 3354.532519 = -2628636.257755
  nChanged 2
		SP:Iteration 110Q (12889.060000 sec): 3 clusters
  Score: Raw -2631990.975326 + Penalty 3354.532519 = -2628636.442807
  nChanged 2
		SP:Iteration 111Q (12889.340000 sec): 3 clusters
  Score: Raw -2631991.121837 + Penalty 3354.532519 = -2628636.589318
  nChanged 1
		SP:Iteration 112Q (12889.650000 sec): 3 clusters
  Score: Raw -2631991.203396 + Penalty 3354.532519 = -2628636.670877
  nChanged 0
		SP:Iteration 113F (12889.990000 sec): 3 clusters
  Score: Raw -2631991.203396 + Penalty 3354.532519 = -2628636.670877
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 10 (26078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12890.190000 sec): 2 clusters
  Score: Raw -2240315.047243 + Penalty 1652.437690 = -2238662.609553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12890.530000 sec): 3 clusters
  Score: Raw -2224304.685248 + Penalty 3304.875381 = -2220999.809867
  nChanged 11906
		SP:Iteration 1F (12890.800000 sec): 3 clusters
  Score: Raw -2231165.644480 + Penalty 3304.875381 = -2227860.769099
  nChanged 1411
		SP:Iteration 2F (12891.090000 sec): 3 clusters
  Score: Raw -2231753.870250 + Penalty 3304.875381 = -2228448.994869
  nChanged 1347
		SP:Iteration 3F (12891.380000 sec): 3 clusters
  Score: Raw -2232373.868972 + Penalty 3304.875381 = -2229068.993591
  nChanged 1431
		SP:Iteration 4F (12891.620000 sec): 3 clusters
  Score: Raw -2233105.038134 + Penalty 3304.875381 = -2229800.162753
  nChanged 1477
		SP:Iteration 5F (12891.960000 sec): 3 clusters
  Score: Raw -2233897.517452 + Penalty 3304.875381 = -2230592.642071
  nChanged 1509
		SP:Iteration 6F (12892.230000 sec): 3 clusters
  Score: Raw -2234712.281100 + Penalty 3304.875381 = -2231407.405719
  nChanged 1352
		SP:Iteration 7F (12892.520000 sec): 3 clusters
  Score: Raw -2235425.100724 + Penalty 3304.875381 = -2232120.225343
  nChanged 1250
		SP:Iteration 8Q (12892.800000 sec): 3 clusters
  Score: Raw -2236069.461822 + Penalty 3304.875381 = -2232764.586441
  nChanged 1095
		SP:Iteration 9Q (12893.050000 sec): 3 clusters
  Score: Raw -2236637.696401 + Penalty 3304.875381 = -2233332.821020
  nChanged 997
		SP:Iteration 10Q (12893.360000 sec): 3 clusters
  Score: Raw -2237190.869416 + Penalty 3304.875381 = -2233885.994035
  nChanged 868
		SP:Iteration 11Q (12893.700000 sec): 3 clusters
  Score: Raw -2237680.007511 + Penalty 3304.875381 = -2234375.132130
  nChanged 752
		SP:Iteration 12Q (12894.060000 sec): 3 clusters
  Score: Raw -2238127.776581 + Penalty 3304.875381 = -2234822.901200
  nChanged 700
		SP:Iteration 13Q (12894.320000 sec): 3 clusters
  Score: Raw -2238590.857637 + Penalty 3304.875381 = -2235285.982256
  nChanged 610
		SP:Iteration 14Q (12894.670000 sec): 3 clusters
  Score: Raw -2239052.298158 + Penalty 3304.875381 = -2235747.422777
  nChanged 532
		SP:Iteration 15Q (12894.960000 sec): 3 clusters
  Score: Raw -2239447.522137 + Penalty 3304.875381 = -2236142.646756
  nChanged 381
		SP:Iteration 16Q (12895.320000 sec): 3 clusters
  Score: Raw -2239719.685772 + Penalty 3304.875381 = -2236414.810391
  nChanged 337
		SP:Iteration 17Q (12895.660000 sec): 3 clusters
  Score: Raw -2239954.141436 + Penalty 3304.875381 = -2236649.266055
  nChanged 281
		SP:Iteration 18Q (12895.890000 sec): 3 clusters
  Score: Raw -2240173.050092 + Penalty 3304.875381 = -2236868.174711
  nChanged 223
		SP:Iteration 19Q (12896.210000 sec): 3 clusters
  Score: Raw -2240358.214545 + Penalty 3304.875381 = -2237053.339164
  nChanged 197
		SP:Iteration 20F (12896.490000 sec): 3 clusters
  Score: Raw -2240498.654255 + Penalty 3304.875381 = -2237193.778874
  nChanged 185
		SP:Iteration 21Q (12896.780000 sec): 3 clusters
  Score: Raw -2240590.919715 + Penalty 3304.875381 = -2237286.044334
  nChanged 134
		SP:Iteration 22Q (12897.110000 sec): 3 clusters
  Score: Raw -2240666.592053 + Penalty 3304.875381 = -2237361.716672
  nChanged 134
		SP:Iteration 23Q (12897.400000 sec): 3 clusters
  Score: Raw -2240739.448186 + Penalty 3304.875381 = -2237434.572805
  nChanged 119
		SP:Iteration 24Q (12897.760000 sec): 3 clusters
  Score: Raw -2240798.772733 + Penalty 3304.875381 = -2237493.897352
  nChanged 108
		SP:Iteration 25Q (12898.110000 sec): 3 clusters
  Score: Raw -2240848.646843 + Penalty 3304.875381 = -2237543.771462
  nChanged 90
		SP:Iteration 26Q (12898.420000 sec): 3 clusters
  Score: Raw -2240881.742189 + Penalty 3304.875381 = -2237576.866808
  nChanged 65
		SP:Iteration 27Q (12898.690000 sec): 3 clusters
  Score: Raw -2240908.110091 + Penalty 3304.875381 = -2237603.234710
  nChanged 68
		SP:Iteration 28Q (12898.990000 sec): 3 clusters
  Score: Raw -2240934.734910 + Penalty 3304.875381 = -2237629.859529
  nChanged 60
		SP:Iteration 29Q (12899.240000 sec): 3 clusters
  Score: Raw -2240958.545940 + Penalty 3304.875381 = -2237653.670559
  nChanged 55
		SP:Iteration 30Q (12899.520000 sec): 3 clusters
  Score: Raw -2240975.449432 + Penalty 3304.875381 = -2237670.574051
  nChanged 38
		SP:Iteration 31Q (12899.860000 sec): 3 clusters
  Score: Raw -2240985.846523 + Penalty 3304.875381 = -2237680.971142
  nChanged 36
		SP:Iteration 32Q (12900.160000 sec): 3 clusters
  Score: Raw -2240993.659055 + Penalty 3304.875381 = -2237688.783674
  nChanged 22
		SP:Iteration 33Q (12900.460000 sec): 3 clusters
  Score: Raw -2240998.910348 + Penalty 3304.875381 = -2237694.034967
  nChanged 25
		SP:Iteration 34Q (12900.760000 sec): 3 clusters
  Score: Raw -2241003.484360 + Penalty 3304.875381 = -2237698.608979
  nChanged 15
		SP:Iteration 35Q (12901.020000 sec): 3 clusters
  Score: Raw -2241006.607999 + Penalty 3304.875381 = -2237701.732618
  nChanged 12
		SP:Iteration 36Q (12901.320000 sec): 3 clusters
  Score: Raw -2241008.309866 + Penalty 3304.875381 = -2237703.434485
  nChanged 8
		SP:Iteration 37Q (12901.590000 sec): 3 clusters
  Score: Raw -2241009.515806 + Penalty 3304.875381 = -2237704.640425
  nChanged 5
		SP:Iteration 38Q (12901.880000 sec): 3 clusters
  Score: Raw -2241010.417185 + Penalty 3304.875381 = -2237705.541804
  nChanged 1
		SP:Iteration 39Q (12902.210000 sec): 3 clusters
  Score: Raw -2241010.575046 + Penalty 3304.875381 = -2237705.699665
  nChanged 1
		SP:Iteration 40F (12902.530000 sec): 3 clusters
  Score: Raw -2241010.813064 + Penalty 3304.875381 = -2237705.937683
  nChanged 1
		SP:Iteration 41Q (12902.830000 sec): 3 clusters
  Score: Raw -2241010.994637 + Penalty 3304.875381 = -2237706.119256
  nChanged 0
		SP:Iteration 42F (12903.200000 sec): 3 clusters
  Score: Raw -2241010.994637 + Penalty 3304.875381 = -2237706.119256
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 11 (285238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12904.560000 sec): 2 clusters
  Score: Raw -25299831.550738 + Penalty 2041.175370 = -25297790.375368
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12905.960000 sec): 3 clusters
  Score: Raw -25109528.700949 + Penalty 4082.350740 = -25105446.350209
  nChanged 139073
		SP:Iteration 1F (12907.310000 sec): 3 clusters
  Score: Raw -25191317.923276 + Penalty 4082.350740 = -25187235.572536
  nChanged 6739
		SP:Iteration 2Q (12908.810000 sec): 3 clusters
  Score: Raw -25192493.871432 + Penalty 4082.350740 = -25188411.520693
  nChanged 7710
		SP:Iteration 3Q (12910.190000 sec): 3 clusters
  Score: Raw -25194171.298868 + Penalty 4082.350740 = -25190088.948128
  nChanged 9324
		SP:Iteration 4Q (12911.730000 sec): 3 clusters
  Score: Raw -25196795.921481 + Penalty 4082.350740 = -25192713.570742
  nChanged 11639
		SP:Iteration 5Q (12913.100000 sec): 3 clusters
  Score: Raw -25200970.949725 + Penalty 4082.350740 = -25196888.598985
  nChanged 14434
		SP:Iteration 6F (12914.440000 sec): 3 clusters
  Score: Raw -25207497.486122 + Penalty 4082.350740 = -25203415.135383
  nChanged 17327
		SP:Iteration 7F (12915.780000 sec): 3 clusters
  Score: Raw -25216609.857643 + Penalty 4082.350740 = -25212527.506904
  nChanged 18728
		SP:Iteration 8F (12917.170000 sec): 3 clusters
  Score: Raw -25226985.610694 + Penalty 4082.350740 = -25222903.259955
  nChanged 17706
		SP:Iteration 9F (12918.510000 sec): 3 clusters
  Score: Raw -25236728.444373 + Penalty 4082.350740 = -25232646.093633
  nChanged 15309
		SP:Iteration 10F (12919.860000 sec): 3 clusters
  Score: Raw -25244738.170780 + Penalty 4082.350740 = -25240655.820041
  nChanged 12673
		SP:Iteration 11Q (12921.200000 sec): 3 clusters
  Score: Raw -25251485.010323 + Penalty 4082.350740 = -25247402.659583
  nChanged 10905
		SP:Iteration 12Q (12922.690000 sec): 3 clusters
  Score: Raw -25257911.855233 + Penalty 4082.350740 = -25253829.504493
  nChanged 10113
		SP:Iteration 13Q (12924.050000 sec): 3 clusters
  Score: Raw -25264797.617839 + Penalty 4082.350740 = -25260715.267100
  nChanged 9635
		SP:Iteration 14Q (12925.480000 sec): 3 clusters
  Score: Raw -25272480.249736 + Penalty 4082.350740 = -25268397.898996
  nChanged 8456
		SP:Iteration 15Q (12926.930000 sec): 3 clusters
  Score: Raw -25279948.736693 + Penalty 4082.350740 = -25275866.385953
  nChanged 6701
		SP:Iteration 16Q (12928.210000 sec): 3 clusters
  Score: Raw -25285963.730920 + Penalty 4082.350740 = -25281881.380180
  nChanged 4906
		SP:Iteration 17Q (12929.450000 sec): 3 clusters
  Score: Raw -25289845.331787 + Penalty 4082.350740 = -25285762.981048
  nChanged 3523
		SP:Iteration 18Q (12930.760000 sec): 3 clusters
  Score: Raw -25292268.009111 + Penalty 4082.350740 = -25288185.658372
  nChanged 2752
		SP:Iteration 19Q (12932.090000 sec): 3 clusters
  Score: Raw -25293910.319809 + Penalty 4082.350740 = -25289827.969070
  nChanged 2309
		SP:Iteration 20F (12933.460000 sec): 3 clusters
  Score: Raw -25295194.253480 + Penalty 4082.350740 = -25291111.902740
  nChanged 1990
		SP:Iteration 21Q (12934.820000 sec): 3 clusters
  Score: Raw -25296233.667564 + Penalty 4082.350740 = -25292151.316824
  nChanged 1702
		SP:Iteration 22Q (12936.080000 sec): 3 clusters
  Score: Raw -25297087.005775 + Penalty 4082.350740 = -25293004.655035
  nChanged 1408
		SP:Iteration 23Q (12937.370000 sec): 3 clusters
  Score: Raw -25297751.544143 + Penalty 4082.350740 = -25293669.193403
  nChanged 1158
		SP:Iteration 24Q (12938.620000 sec): 3 clusters
  Score: Raw -25298264.892084 + Penalty 4082.350740 = -25294182.541344
  nChanged 982
		SP:Iteration 25Q (12939.830000 sec): 3 clusters
  Score: Raw -25298681.069211 + Penalty 4082.350740 = -25294598.718472
  nChanged 839
		SP:Iteration 26Q (12941.100000 sec): 3 clusters
  Score: Raw -25299018.648265 + Penalty 4082.350740 = -25294936.297526
  nChanged 715
		SP:Iteration 27Q (12942.400000 sec): 3 clusters
  Score: Raw -25299300.128663 + Penalty 4082.350740 = -25295217.777924
  nChanged 622
		SP:Iteration 28Q (12943.990000 sec): 3 clusters
  Score: Raw -25299531.578577 + Penalty 4082.350740 = -25295449.227837
  nChanged 529
		SP:Iteration 29Q (12945.710000 sec): 3 clusters
  Score: Raw -25299705.367297 + Penalty 4082.350740 = -25295623.016557
  nChanged 448
		SP:Iteration 30Q (12947.010000 sec): 3 clusters
  Score: Raw -25299846.798165 + Penalty 4082.350740 = -25295764.447426
  nChanged 382
		SP:Iteration 31Q (12948.320000 sec): 3 clusters
  Score: Raw -25299957.544838 + Penalty 4082.350740 = -25295875.194099
  nChanged 324
		SP:Iteration 32Q (12949.600000 sec): 3 clusters
  Score: Raw -25300049.282803 + Penalty 4082.350740 = -25295966.932063
  nChanged 301
		SP:Iteration 33Q (12950.780000 sec): 3 clusters
  Score: Raw -25300130.964323 + Penalty 4082.350740 = -25296048.613583
  nChanged 247
		SP:Iteration 34Q (12951.970000 sec): 3 clusters
  Score: Raw -25300198.453849 + Penalty 4082.350740 = -25296116.103109
  nChanged 227
		SP:Iteration 35Q (12953.140000 sec): 3 clusters
  Score: Raw -25300258.851961 + Penalty 4082.350740 = -25296176.501221
  nChanged 185
		SP:Iteration 36Q (12954.410000 sec): 3 clusters
  Score: Raw -25300302.213680 + Penalty 4082.350740 = -25296219.862940
  nChanged 145
		SP:Iteration 37Q (12955.600000 sec): 3 clusters
  Score: Raw -25300336.003501 + Penalty 4082.350740 = -25296253.652762
  nChanged 140
		SP:Iteration 38Q (12956.820000 sec): 3 clusters
  Score: Raw -25300367.867609 + Penalty 4082.350740 = -25296285.516870
  nChanged 133
		SP:Iteration 39Q (12958.000000 sec): 3 clusters
  Score: Raw -25300396.998574 + Penalty 4082.350740 = -25296314.647834
  nChanged 102
		SP:Iteration 40F (12959.440000 sec): 3 clusters
  Score: Raw -25300417.345652 + Penalty 4082.350740 = -25296334.994912
  nChanged 101
		SP:Iteration 41Q (12960.530000 sec): 3 clusters
  Score: Raw -25300437.552762 + Penalty 4082.350740 = -25296355.202022
  nChanged 89
		SP:Iteration 42Q (12961.670000 sec): 3 clusters
  Score: Raw -25300455.420063 + Penalty 4082.350740 = -25296373.069323
  nChanged 82
		SP:Iteration 43Q (12962.810000 sec): 3 clusters
  Score: Raw -25300470.448233 + Penalty 4082.350740 = -25296388.097494
  nChanged 75
		SP:Iteration 44Q (12963.970000 sec): 3 clusters
  Score: Raw -25300483.475384 + Penalty 4082.350740 = -25296401.124644
  nChanged 64
		SP:Iteration 45Q (12965.300000 sec): 3 clusters
  Score: Raw -25300495.527814 + Penalty 4082.350740 = -25296413.177075
  nChanged 58
		SP:Iteration 46Q (12966.610000 sec): 3 clusters
  Score: Raw -25300504.546235 + Penalty 4082.350740 = -25296422.195495
  nChanged 45
		SP:Iteration 47Q (12968.010000 sec): 3 clusters
  Score: Raw -25300511.415451 + Penalty 4082.350740 = -25296429.064711
  nChanged 38
		SP:Iteration 48Q (12969.420000 sec): 3 clusters
  Score: Raw -25300517.884464 + Penalty 4082.350740 = -25296435.533725
  nChanged 39
		SP:Iteration 49Q (12970.730000 sec): 3 clusters
  Score: Raw -25300524.908932 + Penalty 4082.350740 = -25296442.558193
  nChanged 49
		SP:Iteration 50Q (12971.900000 sec): 3 clusters
  Score: Raw -25300533.503568 + Penalty 4082.350740 = -25296451.152829
  nChanged 40
		SP:Iteration 51Q (12973.080000 sec): 3 clusters
  Score: Raw -25300538.978209 + Penalty 4082.350740 = -25296456.627470
  nChanged 33
		SP:Iteration 52Q (12974.240000 sec): 3 clusters
  Score: Raw -25300543.171346 + Penalty 4082.350740 = -25296460.820607
  nChanged 21
		SP:Iteration 53Q (12975.390000 sec): 3 clusters
  Score: Raw -25300545.533411 + Penalty 4082.350740 = -25296463.182672
  nChanged 21
		SP:Iteration 54Q (12976.500000 sec): 3 clusters
  Score: Raw -25300548.584447 + Penalty 4082.350740 = -25296466.233708
  nChanged 17
		SP:Iteration 55Q (12977.560000 sec): 3 clusters
  Score: Raw -25300551.777651 + Penalty 4082.350740 = -25296469.426912
  nChanged 17
		SP:Iteration 56Q (12978.850000 sec): 3 clusters
  Score: Raw -25300554.327713 + Penalty 4082.350740 = -25296471.976974
  nChanged 18
		SP:Iteration 57Q (12980.060000 sec): 3 clusters
  Score: Raw -25300556.566675 + Penalty 4082.350740 = -25296474.215936
  nChanged 18
		SP:Iteration 58Q (12981.300000 sec): 3 clusters
  Score: Raw -25300558.900549 + Penalty 4082.350740 = -25296476.549810
  nChanged 15
		SP:Iteration 59Q (12982.530000 sec): 3 clusters
  Score: Raw -25300560.985157 + Penalty 4082.350740 = -25296478.634418
  nChanged 16
		SP:Iteration 60F (12983.960000 sec): 3 clusters
  Score: Raw -25300563.782672 + Penalty 4082.350740 = -25296481.431933
  nChanged 21
		SP:Iteration 61Q (12985.150000 sec): 3 clusters
  Score: Raw -25300567.371494 + Penalty 4082.350740 = -25296485.020755
  nChanged 18
		SP:Iteration 62Q (12986.420000 sec): 3 clusters
  Score: Raw -25300570.430008 + Penalty 4082.350740 = -25296488.079268
  nChanged 26
		SP:Iteration 63Q (12987.680000 sec): 3 clusters
  Score: Raw -25300574.815438 + Penalty 4082.350740 = -25296492.464698
  nChanged 25
		SP:Iteration 64Q (12988.840000 sec): 3 clusters
  Score: Raw -25300579.185178 + Penalty 4082.350740 = -25296496.834438
  nChanged 25
		SP:Iteration 65Q (12990.030000 sec): 3 clusters
  Score: Raw -25300583.192286 + Penalty 4082.350740 = -25296500.841546
  nChanged 22
		SP:Iteration 66Q (12991.180000 sec): 3 clusters
  Score: Raw -25300586.973560 + Penalty 4082.350740 = -25296504.622820
  nChanged 19
		SP:Iteration 67Q (12992.280000 sec): 3 clusters
  Score: Raw -25300590.216559 + Penalty 4082.350740 = -25296507.865819
  nChanged 14
		SP:Iteration 68Q (12993.350000 sec): 3 clusters
  Score: Raw -25300592.433358 + Penalty 4082.350740 = -25296510.082618
  nChanged 9
		SP:Iteration 69Q (12994.440000 sec): 3 clusters
  Score: Raw -25300593.174621 + Penalty 4082.350740 = -25296510.823882
  nChanged 4
		SP:Iteration 70Q (12995.710000 sec): 3 clusters
  Score: Raw -25300593.601613 + Penalty 4082.350740 = -25296511.250874
  nChanged 7
		SP:Iteration 71Q (12996.860000 sec): 3 clusters
  Score: Raw -25300594.393929 + Penalty 4082.350740 = -25296512.043190
  nChanged 3
		SP:Iteration 72Q (12997.960000 sec): 3 clusters
  Score: Raw -25300594.694931 + Penalty 4082.350740 = -25296512.344192
  nChanged 3
		SP:Iteration 73Q (12999.060000 sec): 3 clusters
  Score: Raw -25300595.095831 + Penalty 4082.350740 = -25296512.745092
  nChanged 4
		SP:Iteration 74Q (12999.870000 sec): 3 clusters
  Score: Raw -25300595.647748 + Penalty 4082.350740 = -25296513.297008
  nChanged 3
		SP:Iteration 75Q (13000.730000 sec): 3 clusters
  Score: Raw -25300595.946566 + Penalty 4082.350740 = -25296513.595827
  nChanged 3
		SP:Iteration 76Q (13001.570000 sec): 3 clusters
  Score: Raw -25300596.302139 + Penalty 4082.350740 = -25296513.951400
  nChanged 5
		SP:Iteration 77Q (13002.600000 sec): 3 clusters
  Score: Raw -25300596.969728 + Penalty 4082.350740 = -25296514.618988
  nChanged 8
		SP:Iteration 78Q (13003.560000 sec): 3 clusters
  Score: Raw -25300597.857055 + Penalty 4082.350740 = -25296515.506316
  nChanged 7
		SP:Iteration 79Q (13004.580000 sec): 3 clusters
  Score: Raw -25300598.785213 + Penalty 4082.350740 = -25296516.434473
  nChanged 8
		SP:Iteration 80F (13005.870000 sec): 3 clusters
  Score: Raw -25300599.894584 + Penalty 4082.350740 = -25296517.543844
  nChanged 9
		SP:Iteration 81Q (13006.940000 sec): 3 clusters
  Score: Raw -25300601.436076 + Penalty 4082.350740 = -25296519.085337
  nChanged 10
		SP:Iteration 82Q (13008.030000 sec): 3 clusters
  Score: Raw -25300602.844352 + Penalty 4082.350740 = -25296520.493613
  nChanged 12
		SP:Iteration 83Q (13009.180000 sec): 3 clusters
  Score: Raw -25300604.495062 + Penalty 4082.350740 = -25296522.144323
  nChanged 8
		SP:Iteration 84Q (13010.310000 sec): 3 clusters
  Score: Raw -25300605.553673 + Penalty 4082.350740 = -25296523.202933
  nChanged 8
		SP:Iteration 85Q (13011.610000 sec): 3 clusters
  Score: Raw -25300606.634498 + Penalty 4082.350740 = -25296524.283759
  nChanged 4
		SP:Iteration 86Q (13012.760000 sec): 3 clusters
  Score: Raw -25300607.477339 + Penalty 4082.350740 = -25296525.126599
  nChanged 3
		SP:Iteration 87Q (13013.860000 sec): 3 clusters
  Score: Raw -25300607.919323 + Penalty 4082.350740 = -25296525.568584
  nChanged 0
		SP:Iteration 88F (13015.190000 sec): 3 clusters
  Score: Raw -25300607.919323 + Penalty 4082.350740 = -25296525.568584
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 12 (5256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13015.490000 sec): 2 clusters
  Score: Raw -450260.085865 + Penalty 1392.157904 = -448867.927962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13015.710000 sec): 3 clusters
  Score: Raw -447535.119718 + Penalty 2784.315807 = -444750.803911
  nChanged 2142
		SP:Iteration 1F (13015.910000 sec): 3 clusters
  Score: Raw -448700.631257 + Penalty 2784.315807 = -445916.315450
  nChanged 396
		SP:Iteration 2F (13016.110000 sec): 3 clusters
  Score: Raw -448921.416089 + Penalty 2784.315807 = -446137.100282
  nChanged 312
		SP:Iteration 3F (13016.330000 sec): 3 clusters
  Score: Raw -449106.655537 + Penalty 2784.315807 = -446322.339730
  nChanged 247
		SP:Iteration 4Q (13016.520000 sec): 3 clusters
  Score: Raw -449282.030984 + Penalty 2784.315807 = -446497.715177
  nChanged 265
		SP:Iteration 5F (13016.700000 sec): 3 clusters
  Score: Raw -449467.733139 + Penalty 2784.315807 = -446683.417332
  nChanged 271
		SP:Iteration 6F (13016.930000 sec): 3 clusters
  Score: Raw -449694.132881 + Penalty 2784.315807 = -446909.817074
  nChanged 278
		SP:Iteration 7F (13017.080000 sec): 3 clusters
  Score: Raw -449976.497507 + Penalty 2784.315807 = -447192.181700
  nChanged 295
		SP:Iteration 8F (13017.280000 sec): 3 clusters
  Score: Raw -450326.632300 + Penalty 2784.315807 = -447542.316493
  nChanged 308
		SP:Iteration 9F (13017.460000 sec): 3 clusters
  Score: Raw -450769.144817 + Penalty 2784.315807 = -447984.829010
  nChanged 284
		SP:Iteration 10F (13017.640000 sec): 3 clusters
  Score: Raw -451114.274622 + Penalty 2784.315807 = -448329.958815
  nChanged 228
		SP:Iteration 11Q (13017.880000 sec): 3 clusters
  Score: Raw -451328.736196 + Penalty 2784.315807 = -448544.420389
  nChanged 150
		SP:Iteration 12Q (13018.040000 sec): 3 clusters
  Score: Raw -451434.958200 + Penalty 2784.315807 = -448650.642393
  nChanged 95
		SP:Iteration 13Q (13018.230000 sec): 3 clusters
  Score: Raw -451488.380285 + Penalty 2784.315807 = -448704.064478
  nChanged 61
		SP:Iteration 14Q (13018.420000 sec): 3 clusters
  Score: Raw -451511.969653 + Penalty 2784.315807 = -448727.653846
  nChanged 41
		SP:Iteration 15Q (13018.600000 sec): 3 clusters
  Score: Raw -451524.941993 + Penalty 2784.315807 = -448740.626186
  nChanged 25
		SP:Iteration 16Q (13018.790000 sec): 3 clusters
  Score: Raw -451531.302006 + Penalty 2784.315807 = -448746.986199
  nChanged 13
		SP:Iteration 17Q (13018.980000 sec): 3 clusters
  Score: Raw -451534.197703 + Penalty 2784.315807 = -448749.881896
  nChanged 7
		SP:Iteration 18Q (13019.200000 sec): 3 clusters
  Score: Raw -451535.723175 + Penalty 2784.315807 = -448751.407368
  nChanged 7
		SP:Iteration 19Q (13019.380000 sec): 3 clusters
  Score: Raw -451536.774498 + Penalty 2784.315807 = -448752.458690
  nChanged 2
		SP:Iteration 20F (13019.600000 sec): 3 clusters
  Score: Raw -451537.159110 + Penalty 2784.315807 = -448752.843303
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 13 (32601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13019.840000 sec): 2 clusters
  Score: Raw -2492508.761885 + Penalty 1688.715964 = -2490820.045920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13020.140000 sec): 3 clusters
  Score: Raw -2472363.066811 + Penalty 3377.431929 = -2468985.634882
  nChanged 15080
		SP:Iteration 1F (13020.440000 sec): 3 clusters
  Score: Raw -2481208.065323 + Penalty 3377.431929 = -2477830.633394
  nChanged 1882
		SP:Iteration 2F (13020.760000 sec): 3 clusters
  Score: Raw -2482139.846712 + Penalty 3377.431929 = -2478762.414783
  nChanged 1975
		SP:Iteration 3F (13021.050000 sec): 3 clusters
  Score: Raw -2483234.332014 + Penalty 3377.431929 = -2479856.900086
  nChanged 1989
		SP:Iteration 4F (13021.390000 sec): 3 clusters
  Score: Raw -2484366.067617 + Penalty 3377.431929 = -2480988.635689
  nChanged 1995
		SP:Iteration 5F (13021.700000 sec): 3 clusters
  Score: Raw -2485617.733788 + Penalty 3377.431929 = -2482240.301859
  nChanged 2001
		SP:Iteration 6F (13022.010000 sec): 3 clusters
  Score: Raw -2487074.210437 + Penalty 3377.431929 = -2483696.778508
  nChanged 1952
		SP:Iteration 7F (13022.320000 sec): 3 clusters
  Score: Raw -2488635.156701 + Penalty 3377.431929 = -2485257.724773
  nChanged 1742
		SP:Iteration 8F (13022.630000 sec): 3 clusters
  Score: Raw -2490166.163379 + Penalty 3377.431929 = -2486788.731450
  nChanged 1393
		SP:Iteration 9Q (13022.950000 sec): 3 clusters
  Score: Raw -2491421.113329 + Penalty 3377.431929 = -2488043.681400
  nChanged 1037
		SP:Iteration 10Q (13023.310000 sec): 3 clusters
  Score: Raw -2492328.409552 + Penalty 3377.431929 = -2488950.977624
  nChanged 645
		SP:Iteration 11Q (13023.620000 sec): 3 clusters
  Score: Raw -2492866.216081 + Penalty 3377.431929 = -2489488.784152
  nChanged 437
		SP:Iteration 12Q (13023.900000 sec): 3 clusters
  Score: Raw -2493197.999747 + Penalty 3377.431929 = -2489820.567819
  nChanged 272
		SP:Iteration 13Q (13024.250000 sec): 3 clusters
  Score: Raw -2493353.407853 + Penalty 3377.431929 = -2489975.975924
  nChanged 186
		SP:Iteration 14Q (13024.560000 sec): 3 clusters
  Score: Raw -2493442.915041 + Penalty 3377.431929 = -2490065.483112
  nChanged 130
		SP:Iteration 15Q (13024.850000 sec): 3 clusters
  Score: Raw -2493505.142180 + Penalty 3377.431929 = -2490127.710251
  nChanged 101
		SP:Iteration 16Q (13025.200000 sec): 3 clusters
  Score: Raw -2493546.805902 + Penalty 3377.431929 = -2490169.373974
  nChanged 58
		SP:Iteration 17Q (13025.500000 sec): 3 clusters
  Score: Raw -2493568.154406 + Penalty 3377.431929 = -2490190.722478
  nChanged 56
		SP:Iteration 18Q (13025.790000 sec): 3 clusters
  Score: Raw -2493588.282856 + Penalty 3377.431929 = -2490210.850927
  nChanged 42
		SP:Iteration 19Q (13026.110000 sec): 3 clusters
  Score: Raw -2493604.011786 + Penalty 3377.431929 = -2490226.579857
  nChanged 40
		SP:Iteration 20F (13026.390000 sec): 3 clusters
  Score: Raw -2493617.299692 + Penalty 3377.431929 = -2490239.867763
  nChanged 25
		SP:Iteration 21Q (13026.730000 sec): 3 clusters
  Score: Raw -2493625.941606 + Penalty 3377.431929 = -2490248.509677
  nChanged 19
		SP:Iteration 22Q (13027.010000 sec): 3 clusters
  Score: Raw -2493632.400480 + Penalty 3377.431929 = -2490254.968552
  nChanged 17
		SP:Iteration 23Q (13027.280000 sec): 3 clusters
  Score: Raw -2493638.717609 + Penalty 3377.431929 = -2490261.285680
  nChanged 14
		SP:Iteration 24Q (13027.630000 sec): 3 clusters
  Score: Raw -2493642.196613 + Penalty 3377.431929 = -2490264.764685
  nChanged 11
		SP:Iteration 25Q (13027.910000 sec): 3 clusters
  Score: Raw -2493647.048494 + Penalty 3377.431929 = -2490269.616565
  nChanged 10
		SP:Iteration 26Q (13028.220000 sec): 3 clusters
  Score: Raw -2493650.296547 + Penalty 3377.431929 = -2490272.864619
  nChanged 12
		SP:Iteration 27Q (13028.530000 sec): 3 clusters
  Score: Raw -2493654.068872 + Penalty 3377.431929 = -2490276.636943
  nChanged 11
		SP:Iteration 28Q (13028.810000 sec): 3 clusters
  Score: Raw -2493656.781736 + Penalty 3377.431929 = -2490279.349808
  nChanged 5
		SP:Iteration 29Q (13029.170000 sec): 3 clusters
  Score: Raw -2493657.990432 + Penalty 3377.431929 = -2490280.558504
  nChanged 4
		SP:Iteration 30Q (13029.440000 sec): 3 clusters
  Score: Raw -2493658.718017 + Penalty 3377.431929 = -2490281.286089
  nChanged 2
		SP:Iteration 31Q (13029.790000 sec): 3 clusters
  Score: Raw -2493659.011846 + Penalty 3377.431929 = -2490281.579917
  nChanged 0
		SP:Iteration 32F (13030.100000 sec): 3 clusters
  Score: Raw -2493659.011846 + Penalty 3377.431929 = -2490281.579917
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 14 (7658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13030.260000 sec): 2 clusters
  Score: Raw -649214.806186 + Penalty 1453.319746 = -647761.486440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13030.490000 sec): 3 clusters
  Score: Raw -645076.946496 + Penalty 2906.639493 = -642170.307004
  nChanged 3189
		SP:Iteration 1F (13030.710000 sec): 3 clusters
  Score: Raw -646857.793148 + Penalty 2906.639493 = -643951.153655
  nChanged 517
		SP:Iteration 2F (13030.920000 sec): 3 clusters
  Score: Raw -647146.258739 + Penalty 2906.639493 = -644239.619246
  nChanged 483
		SP:Iteration 3F (13031.170000 sec): 3 clusters
  Score: Raw -647444.541617 + Penalty 2906.639493 = -644537.902124
  nChanged 443
		SP:Iteration 4F (13031.370000 sec): 3 clusters
  Score: Raw -647686.458668 + Penalty 2906.639493 = -644779.819175
  nChanged 380
		SP:Iteration 5Q (13031.570000 sec): 3 clusters
  Score: Raw -647864.868505 + Penalty 2906.639493 = -644958.229012
  nChanged 305
		SP:Iteration 6Q (13031.860000 sec): 3 clusters
  Score: Raw -648003.746296 + Penalty 2906.639493 = -645097.106803
  nChanged 253
		SP:Iteration 7Q (13032.050000 sec): 3 clusters
  Score: Raw -648131.564397 + Penalty 2906.639493 = -645224.924904
  nChanged 223
		SP:Iteration 8Q (13032.270000 sec): 3 clusters
  Score: Raw -648231.392112 + Penalty 2906.639493 = -645324.752619
  nChanged 191
		SP:Iteration 9Q (13032.490000 sec): 3 clusters
  Score: Raw -648323.026752 + Penalty 2906.639493 = -645416.387260
  nChanged 202
		SP:Iteration 10Q (13032.710000 sec): 3 clusters
  Score: Raw -648413.228155 + Penalty 2906.639493 = -645506.588662
  nChanged 190
		SP:Iteration 11Q (13032.920000 sec): 3 clusters
  Score: Raw -648498.941700 + Penalty 2906.639493 = -645592.302208
  nChanged 167
		SP:Iteration 12Q (13033.120000 sec): 3 clusters
  Score: Raw -648568.521040 + Penalty 2906.639493 = -645661.881547
  nChanged 141
		SP:Iteration 13Q (13033.360000 sec): 3 clusters
  Score: Raw -648630.097744 + Penalty 2906.639493 = -645723.458251
  nChanged 130
		SP:Iteration 14Q (13033.510000 sec): 3 clusters
  Score: Raw -648689.482845 + Penalty 2906.639493 = -645782.843352
  nChanged 129
		SP:Iteration 15Q (13033.720000 sec): 3 clusters
  Score: Raw -648753.052815 + Penalty 2906.639493 = -645846.413322
  nChanged 120
		SP:Iteration 16Q (13033.920000 sec): 3 clusters
  Score: Raw -648813.406900 + Penalty 2906.639493 = -645906.767407
  nChanged 116
		SP:Iteration 17Q (13034.110000 sec): 3 clusters
  Score: Raw -648867.936393 + Penalty 2906.639493 = -645961.296900
  nChanged 104
		SP:Iteration 18Q (13034.300000 sec): 3 clusters
  Score: Raw -648913.226612 + Penalty 2906.639493 = -646006.587119
  nChanged 87
		SP:Iteration 19Q (13034.430000 sec): 3 clusters
  Score: Raw -648950.989682 + Penalty 2906.639493 = -646044.350189
  nChanged 80
		SP:Iteration 20F (13034.620000 sec): 3 clusters
  Score: Raw -648986.369721 + Penalty 2906.639493 = -646079.730228
  nChanged 73
		SP:Iteration 21Q (13034.850000 sec): 3 clusters
  Score: Raw -649016.375711 + Penalty 2906.639493 = -646109.736218
  nChanged 56
		SP:Iteration 22Q (13035.040000 sec): 3 clusters
  Score: Raw -649036.746267 + Penalty 2906.639493 = -646130.106774
  nChanged 52
		SP:Iteration 23Q (13035.220000 sec): 3 clusters
  Score: Raw -649054.435297 + Penalty 2906.639493 = -646147.795805
  nChanged 52
		SP:Iteration 24Q (13035.450000 sec): 3 clusters
  Score: Raw -649069.728870 + Penalty 2906.639493 = -646163.089377
  nChanged 47
		SP:Iteration 25Q (13035.640000 sec): 3 clusters
  Score: Raw -649080.944520 + Penalty 2906.639493 = -646174.305027
  nChanged 35
		SP:Iteration 26Q (13035.840000 sec): 3 clusters
  Score: Raw -649091.063644 + Penalty 2906.639493 = -646184.424151
  nChanged 35
		SP:Iteration 27Q (13036.050000 sec): 3 clusters
  Score: Raw -649101.651869 + Penalty 2906.639493 = -646195.012377
  nChanged 42
		SP:Iteration 28Q (13036.250000 sec): 3 clusters
  Score: Raw -649116.279804 + Penalty 2906.639493 = -646209.640311
  nChanged 45
		SP:Iteration 29Q (13036.460000 sec): 3 clusters
  Score: Raw -649130.578038 + Penalty 2906.639493 = -646223.938545
  nChanged 41
		SP:Iteration 30Q (13036.680000 sec): 3 clusters
  Score: Raw -649143.198437 + Penalty 2906.639493 = -646236.558944
  nChanged 34
		SP:Iteration 31Q (13036.870000 sec): 3 clusters
  Score: Raw -649152.662768 + Penalty 2906.639493 = -646246.023275
  nChanged 24
		SP:Iteration 32Q (13037.060000 sec): 3 clusters
  Score: Raw -649160.564245 + Penalty 2906.639493 = -646253.924752
  nChanged 29
		SP:Iteration 33Q (13037.240000 sec): 3 clusters
  Score: Raw -649170.604184 + Penalty 2906.639493 = -646263.964691
  nChanged 39
		SP:Iteration 34Q (13037.480000 sec): 3 clusters
  Score: Raw -649184.267363 + Penalty 2906.639493 = -646277.627871
  nChanged 45
		SP:Iteration 35Q (13037.660000 sec): 3 clusters
  Score: Raw -649200.233859 + Penalty 2906.639493 = -646293.594366
  nChanged 49
		SP:Iteration 36Q (13037.880000 sec): 3 clusters
  Score: Raw -649220.832054 + Penalty 2906.639493 = -646314.192561
  nChanged 51
		SP:Iteration 37Q (13038.090000 sec): 3 clusters
  Score: Raw -649240.974747 + Penalty 2906.639493 = -646334.335254
  nChanged 33
		SP:Iteration 38Q (13038.290000 sec): 3 clusters
  Score: Raw -649250.474841 + Penalty 2906.639493 = -646343.835348
  nChanged 24
		SP:Iteration 39Q (13038.440000 sec): 3 clusters
  Score: Raw -649258.474780 + Penalty 2906.639493 = -646351.835287
  nChanged 34
		SP:Iteration 40F (13038.680000 sec): 3 clusters
  Score: Raw -649269.938502 + Penalty 2906.639493 = -646363.299009
  nChanged 34
		SP:Iteration 41Q (13038.870000 sec): 3 clusters
  Score: Raw -649283.110379 + Penalty 2906.639493 = -646376.470886
  nChanged 29
		SP:Iteration 42Q (13039.060000 sec): 3 clusters
  Score: Raw -649294.451686 + Penalty 2906.639493 = -646387.812193
  nChanged 30
		SP:Iteration 43Q (13039.280000 sec): 3 clusters
  Score: Raw -649304.888226 + Penalty 2906.639493 = -646398.248733
  nChanged 26
		SP:Iteration 44Q (13039.480000 sec): 3 clusters
  Score: Raw -649313.633220 + Penalty 2906.639493 = -646406.993728
  nChanged 18
		SP:Iteration 45Q (13039.700000 sec): 3 clusters
  Score: Raw -649319.145167 + Penalty 2906.639493 = -646412.505674
  nChanged 19
		SP:Iteration 46Q (13039.880000 sec): 3 clusters
  Score: Raw -649324.009419 + Penalty 2906.639493 = -646417.369926
  nChanged 14
		SP:Iteration 47Q (13040.080000 sec): 3 clusters
  Score: Raw -649328.653633 + Penalty 2906.639493 = -646422.014141
  nChanged 12
		SP:Iteration 48Q (13040.280000 sec): 3 clusters
  Score: Raw -649331.473560 + Penalty 2906.639493 = -646424.834067
  nChanged 12
		SP:Iteration 49Q (13040.500000 sec): 3 clusters
  Score: Raw -649334.419155 + Penalty 2906.639493 = -646427.779662
  nChanged 11
		SP:Iteration 50Q (13040.710000 sec): 3 clusters
  Score: Raw -649338.659156 + Penalty 2906.639493 = -646432.019663
  nChanged 12
		SP:Iteration 51Q (13040.920000 sec): 3 clusters
  Score: Raw -649342.471894 + Penalty 2906.639493 = -646435.832402
  nChanged 14
		SP:Iteration 52Q (13041.180000 sec): 3 clusters
  Score: Raw -649347.459110 + Penalty 2906.639493 = -646440.819617
  nChanged 12
		SP:Iteration 53Q (13041.370000 sec): 3 clusters
  Score: Raw -649353.624474 + Penalty 2906.639493 = -646446.984981
  nChanged 17
		SP:Iteration 54Q (13041.620000 sec): 3 clusters
  Score: Raw -649360.094918 + Penalty 2906.639493 = -646453.455425
  nChanged 18
		SP:Iteration 55Q (13041.820000 sec): 3 clusters
  Score: Raw -649366.308908 + Penalty 2906.639493 = -646459.669416
  nChanged 22
		SP:Iteration 56Q (13042.050000 sec): 3 clusters
  Score: Raw -649378.624720 + Penalty 2906.639493 = -646471.985228
  nChanged 30
		SP:Iteration 57Q (13042.260000 sec): 3 clusters
  Score: Raw -649393.282772 + Penalty 2906.639493 = -646486.643279
  nChanged 25
		SP:Iteration 58Q (13042.470000 sec): 3 clusters
  Score: Raw -649406.906918 + Penalty 2906.639493 = -646500.267425
  nChanged 29
		SP:Iteration 59Q (13042.660000 sec): 3 clusters
  Score: Raw -649420.429741 + Penalty 2906.639493 = -646513.790248
  nChanged 30
		SP:Iteration 60F (13042.860000 sec): 3 clusters
  Score: Raw -649437.191636 + Penalty 2906.639493 = -646530.552143
  nChanged 38
		SP:Iteration 61Q (13043.100000 sec): 3 clusters
  Score: Raw -649455.203970 + Penalty 2906.639493 = -646548.564477
  nChanged 28
		SP:Iteration 62Q (13043.320000 sec): 3 clusters
  Score: Raw -649467.225327 + Penalty 2906.639493 = -646560.585834
  nChanged 17
		SP:Iteration 63Q (13043.510000 sec): 3 clusters
  Score: Raw -649476.234365 + Penalty 2906.639493 = -646569.594872
  nChanged 14
		SP:Iteration 64Q (13043.720000 sec): 3 clusters
  Score: Raw -649482.481389 + Penalty 2906.639493 = -646575.841896
  nChanged 20
		SP:Iteration 65Q (13043.900000 sec): 3 clusters
  Score: Raw -649492.148610 + Penalty 2906.639493 = -646585.509117
  nChanged 25
		SP:Iteration 66Q (13044.100000 sec): 3 clusters
  Score: Raw -649504.341902 + Penalty 2906.639493 = -646597.702410
  nChanged 34
		SP:Iteration 67Q (13044.300000 sec): 3 clusters
  Score: Raw -649526.440156 + Penalty 2906.639493 = -646619.800663
  nChanged 35
		SP:Iteration 68Q (13044.570000 sec): 3 clusters
  Score: Raw -649544.621656 + Penalty 2906.639493 = -646637.982163
  nChanged 27
		SP:Iteration 69Q (13044.740000 sec): 3 clusters
  Score: Raw -649557.065503 + Penalty 2906.639493 = -646650.426010
  nChanged 23
		SP:Iteration 70Q (13044.980000 sec): 3 clusters
  Score: Raw -649565.261173 + Penalty 2906.639493 = -646658.621680
  nChanged 15
		SP:Iteration 71Q (13045.150000 sec): 3 clusters
  Score: Raw -649572.653437 + Penalty 2906.639493 = -646666.013944
  nChanged 12
		SP:Iteration 72Q (13045.370000 sec): 3 clusters
  Score: Raw -649577.037647 + Penalty 2906.639493 = -646670.398154
  nChanged 5
		SP:Iteration 73Q (13045.560000 sec): 3 clusters
  Score: Raw -649579.056114 + Penalty 2906.639493 = -646672.416621
  nChanged 4
		SP:Iteration 74Q (13045.780000 sec): 3 clusters
  Score: Raw -649580.115311 + Penalty 2906.639493 = -646673.475818
  nChanged 2
		SP:Iteration 75Q (13046.000000 sec): 3 clusters
  Score: Raw -649580.786478 + Penalty 2906.639493 = -646674.146985
  nChanged 0
		SP:Iteration 76F (13046.220000 sec): 3 clusters
  Score: Raw -649580.786478 + Penalty 2906.639493 = -646674.146985
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 15 (42239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13046.490000 sec): 2 clusters
  Score: Raw -3733570.579433 + Penalty 1730.803627 = -3731839.775806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13046.860000 sec): 3 clusters
  Score: Raw -3707131.949041 + Penalty 3461.607254 = -3703670.341787
  nChanged 19714
		SP:Iteration 1F (13047.270000 sec): 3 clusters
  Score: Raw -3717924.019985 + Penalty 3461.607254 = -3714462.412731
  nChanged 1678
		SP:Iteration 2Q (13047.670000 sec): 3 clusters
  Score: Raw -3718394.563027 + Penalty 3461.607254 = -3714932.955773
  nChanged 1652
		SP:Iteration 3Q (13048.000000 sec): 3 clusters
  Score: Raw -3718865.850245 + Penalty 3461.607254 = -3715404.242991
  nChanged 1558
		SP:Iteration 4Q (13048.420000 sec): 3 clusters
  Score: Raw -3719359.406454 + Penalty 3461.607254 = -3715897.799199
  nChanged 1558
		SP:Iteration 5Q (13048.800000 sec): 3 clusters
  Score: Raw -3719876.220494 + Penalty 3461.607254 = -3716414.613240
  nChanged 1641
		SP:Iteration 6Q (13049.160000 sec): 3 clusters
  Score: Raw -3720524.499639 + Penalty 3461.607254 = -3717062.892385
  nChanged 1822
		SP:Iteration 7Q (13049.580000 sec): 3 clusters
  Score: Raw -3721336.307542 + Penalty 3461.607254 = -3717874.700288
  nChanged 1963
		SP:Iteration 8Q (13049.940000 sec): 3 clusters
  Score: Raw -3722339.377735 + Penalty 3461.607254 = -3718877.770481
  nChanged 2146
		SP:Iteration 9F (13050.270000 sec): 3 clusters
  Score: Raw -3723600.883133 + Penalty 3461.607254 = -3720139.275879
  nChanged 2262
		SP:Iteration 10F (13050.680000 sec): 3 clusters
  Score: Raw -3725081.794565 + Penalty 3461.607254 = -3721620.187311
  nChanged 2159
		SP:Iteration 11F (13051.060000 sec): 3 clusters
  Score: Raw -3726614.591957 + Penalty 3461.607254 = -3723152.984703
  nChanged 2027
		SP:Iteration 12Q (13051.440000 sec): 3 clusters
  Score: Raw -3728166.967682 + Penalty 3461.607254 = -3724705.360428
  nChanged 1776
		SP:Iteration 13Q (13051.800000 sec): 3 clusters
  Score: Raw -3729555.407555 + Penalty 3461.607254 = -3726093.800300
  nChanged 1392
		SP:Iteration 14Q (13052.170000 sec): 3 clusters
  Score: Raw -3730618.393121 + Penalty 3461.607254 = -3727156.785866
  nChanged 1053
		SP:Iteration 15Q (13052.560000 sec): 3 clusters
  Score: Raw -3731387.641100 + Penalty 3461.607254 = -3727926.033845
  nChanged 819
		SP:Iteration 16Q (13052.960000 sec): 3 clusters
  Score: Raw -3731912.636606 + Penalty 3461.607254 = -3728451.029351
  nChanged 612
		SP:Iteration 17Q (13053.330000 sec): 3 clusters
  Score: Raw -3732286.547064 + Penalty 3461.607254 = -3728824.939809
  nChanged 514
		SP:Iteration 18Q (13053.670000 sec): 3 clusters
  Score: Raw -3732601.994643 + Penalty 3461.607254 = -3729140.387389
  nChanged 424
		SP:Iteration 19Q (13054.060000 sec): 3 clusters
  Score: Raw -3732840.978885 + Penalty 3461.607254 = -3729379.371630
  nChanged 349
		SP:Iteration 20F (13054.390000 sec): 3 clusters
  Score: Raw -3733027.283982 + Penalty 3461.607254 = -3729565.676728
  nChanged 269
		SP:Iteration 21Q (13054.730000 sec): 3 clusters
  Score: Raw -3733160.754514 + Penalty 3461.607254 = -3729699.147260
  nChanged 217
		SP:Iteration 22Q (13055.090000 sec): 3 clusters
  Score: Raw -3733268.757611 + Penalty 3461.607254 = -3729807.150357
  nChanged 170
		SP:Iteration 23Q (13055.450000 sec): 3 clusters
  Score: Raw -3733358.289605 + Penalty 3461.607254 = -3729896.682350
  nChanged 150
		SP:Iteration 24Q (13055.800000 sec): 3 clusters
  Score: Raw -3733441.415075 + Penalty 3461.607254 = -3729979.807821
  nChanged 127
		SP:Iteration 25Q (13056.160000 sec): 3 clusters
  Score: Raw -3733513.639021 + Penalty 3461.607254 = -3730052.031767
  nChanged 112
		SP:Iteration 26Q (13056.550000 sec): 3 clusters
  Score: Raw -3733578.194689 + Penalty 3461.607254 = -3730116.587434
  nChanged 88
		SP:Iteration 27Q (13056.890000 sec): 3 clusters
  Score: Raw -3733627.312794 + Penalty 3461.607254 = -3730165.705540
  nChanged 69
		SP:Iteration 28Q (13057.200000 sec): 3 clusters
  Score: Raw -3733665.436597 + Penalty 3461.607254 = -3730203.829343
  nChanged 44
		SP:Iteration 29Q (13057.550000 sec): 3 clusters
  Score: Raw -3733687.049235 + Penalty 3461.607254 = -3730225.441980
  nChanged 33
		SP:Iteration 30Q (13057.950000 sec): 3 clusters
  Score: Raw -3733702.258852 + Penalty 3461.607254 = -3730240.651598
  nChanged 25
		SP:Iteration 31Q (13058.300000 sec): 3 clusters
  Score: Raw -3733714.009112 + Penalty 3461.607254 = -3730252.401858
  nChanged 22
		SP:Iteration 32Q (13058.660000 sec): 3 clusters
  Score: Raw -3733726.095728 + Penalty 3461.607254 = -3730264.488473
  nChanged 29
		SP:Iteration 33Q (13059.020000 sec): 3 clusters
  Score: Raw -3733743.579120 + Penalty 3461.607254 = -3730281.971866
  nChanged 25
		SP:Iteration 34Q (13059.370000 sec): 3 clusters
  Score: Raw -3733759.120662 + Penalty 3461.607254 = -3730297.513408
  nChanged 20
		SP:Iteration 35Q (13059.750000 sec): 3 clusters
  Score: Raw -3733772.651022 + Penalty 3461.607254 = -3730311.043768
  nChanged 17
		SP:Iteration 36Q (13060.050000 sec): 3 clusters
  Score: Raw -3733783.530002 + Penalty 3461.607254 = -3730321.922748
  nChanged 18
		SP:Iteration 37Q (13060.390000 sec): 3 clusters
  Score: Raw -3733794.809483 + Penalty 3461.607254 = -3730333.202229
  nChanged 21
		SP:Iteration 38Q (13060.790000 sec): 3 clusters
  Score: Raw -3733810.251517 + Penalty 3461.607254 = -3730348.644263
  nChanged 15
		SP:Iteration 39Q (13061.170000 sec): 3 clusters
  Score: Raw -3733819.316317 + Penalty 3461.607254 = -3730357.709063
  nChanged 10
		SP:Iteration 40F (13061.470000 sec): 3 clusters
  Score: Raw -3733823.671181 + Penalty 3461.607254 = -3730362.063927
  nChanged 7
		SP:Iteration 41Q (13061.860000 sec): 3 clusters
  Score: Raw -3733828.347104 + Penalty 3461.607254 = -3730366.739850
  nChanged 9
		SP:Iteration 42Q (13062.210000 sec): 3 clusters
  Score: Raw -3733833.845093 + Penalty 3461.607254 = -3730372.237839
  nChanged 11
		SP:Iteration 43Q (13062.560000 sec): 3 clusters
  Score: Raw -3733842.293466 + Penalty 3461.607254 = -3730380.686212
  nChanged 10
		SP:Iteration 44Q (13062.920000 sec): 3 clusters
  Score: Raw -3733848.774154 + Penalty 3461.607254 = -3730387.166900
  nChanged 7
		SP:Iteration 45Q (13063.260000 sec): 3 clusters
  Score: Raw -3733853.165323 + Penalty 3461.607254 = -3730391.558068
  nChanged 5
		SP:Iteration 46Q (13063.630000 sec): 3 clusters
  Score: Raw -3733857.563884 + Penalty 3461.607254 = -3730395.956630
  nChanged 8
		SP:Iteration 47Q (13063.910000 sec): 3 clusters
  Score: Raw -3733862.466833 + Penalty 3461.607254 = -3730400.859579
  nChanged 5
		SP:Iteration 48Q (13064.220000 sec): 3 clusters
  Score: Raw -3733865.355474 + Penalty 3461.607254 = -3730403.748219
  nChanged 3
		SP:Iteration 49Q (13064.540000 sec): 3 clusters
  Score: Raw -3733866.864402 + Penalty 3461.607254 = -3730405.257148
  nChanged 1
		SP:Iteration 50Q (13064.830000 sec): 3 clusters
  Score: Raw -3733867.263093 + Penalty 3461.607254 = -3730405.655839
  nChanged 0
		SP:Iteration 51F (13065.200000 sec): 3 clusters
  Score: Raw -3733867.263093 + Penalty 3461.607254 = -3730405.655839
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 16 (316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13065.290000 sec): 2 clusters
  Score: Raw -26309.007397 + Penalty 935.308110 = -25373.699288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13065.520000 sec): 3 clusters
  Score: Raw -26409.407963 + Penalty 1870.616219 = -24538.791743
  nChanged 67
		SP:Iteration 1F (13065.680000 sec): 3 clusters
  Score: Raw -26574.343471 + Penalty 1870.616219 = -24703.727252
  nChanged 21
		SP:Iteration 2F (13065.870000 sec): 3 clusters
  Score: Raw -26628.844771 + Penalty 1870.616219 = -24758.228551
  nChanged 11
		SP:Iteration 3Q (13066.080000 sec): 3 clusters
  Score: Raw -26652.058276 + Penalty 1870.616219 = -24781.442057
  nChanged 9
		SP:Iteration 4Q (13066.230000 sec): 3 clusters
  Score: Raw -26683.869168 + Penalty 1870.616219 = -24813.252949
  nChanged 13
		SP:Iteration 5Q (13066.410000 sec): 3 clusters
  Score: Raw -26719.358800 + Penalty 1870.616219 = -24848.742581
  nChanged 11
		SP:Iteration 6Q (13066.610000 sec): 3 clusters
  Score: Raw -26748.208608 + Penalty 1870.616219 = -24877.592388
  nChanged 5
		SP:Iteration 7Q (13066.740000 sec): 3 clusters
  Score: Raw -26758.379169 + Penalty 1870.616219 = -24887.762950
  nChanged 1
		SP:Iteration 8Q (13066.930000 sec): 3 clusters
  Score: Raw -26759.746777 + Penalty 1870.616219 = -24889.130558
  nChanged 0
		SP:Iteration 9F (13067.100000 sec): 3 clusters
  Score: Raw -26759.746777 + Penalty 1870.616219 = -24889.130558
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 17 (6473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13067.230000 sec): 2 clusters
  Score: Raw -487398.408743 + Penalty 1426.001681 = -485972.407062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13067.470000 sec): 3 clusters
  Score: Raw -483954.982950 + Penalty 2852.003362 = -481102.979589
  nChanged 2749
		SP:Iteration 1F (13067.650000 sec): 3 clusters
  Score: Raw -485783.578383 + Penalty 2852.003362 = -482931.575022
  nChanged 617
		SP:Iteration 2F (13067.830000 sec): 3 clusters
  Score: Raw -486346.265300 + Penalty 2852.003362 = -483494.261938
  nChanged 573
		SP:Iteration 3F (13068.050000 sec): 3 clusters
  Score: Raw -486767.538765 + Penalty 2852.003362 = -483915.535404
  nChanged 436
		SP:Iteration 4F (13068.220000 sec): 3 clusters
  Score: Raw -487109.073126 + Penalty 2852.003362 = -484257.069764
  nChanged 356
		SP:Iteration 5F (13068.450000 sec): 3 clusters
  Score: Raw -487367.762681 + Penalty 2852.003362 = -484515.759320
  nChanged 277
		SP:Iteration 6Q (13068.640000 sec): 3 clusters
  Score: Raw -487537.588889 + Penalty 2852.003362 = -484685.585527
  nChanged 212
		SP:Iteration 7Q (13068.850000 sec): 3 clusters
  Score: Raw -487657.628323 + Penalty 2852.003362 = -484805.624962
  nChanged 169
		SP:Iteration 8Q (13069.070000 sec): 3 clusters
  Score: Raw -487785.636922 + Penalty 2852.003362 = -484933.633561
  nChanged 146
		SP:Iteration 9Q (13069.250000 sec): 3 clusters
  Score: Raw -487883.558565 + Penalty 2852.003362 = -485031.555204
  nChanged 109
		SP:Iteration 10Q (13069.490000 sec): 3 clusters
  Score: Raw -487944.289018 + Penalty 2852.003362 = -485092.285657
  nChanged 93
		SP:Iteration 11Q (13069.670000 sec): 3 clusters
  Score: Raw -487984.564661 + Penalty 2852.003362 = -485132.561299
  nChanged 67
		SP:Iteration 12Q (13069.890000 sec): 3 clusters
  Score: Raw -488015.361703 + Penalty 2852.003362 = -485163.358342
  nChanged 63
		SP:Iteration 13Q (13070.090000 sec): 3 clusters
  Score: Raw -488043.288810 + Penalty 2852.003362 = -485191.285449
  nChanged 28
		SP:Iteration 14Q (13070.310000 sec): 3 clusters
  Score: Raw -488058.498309 + Penalty 2852.003362 = -485206.494948
  nChanged 19
		SP:Iteration 15Q (13070.520000 sec): 3 clusters
  Score: Raw -488065.928788 + Penalty 2852.003362 = -485213.925427
  nChanged 19
		SP:Iteration 16Q (13070.690000 sec): 3 clusters
  Score: Raw -488075.319007 + Penalty 2852.003362 = -485223.315646
  nChanged 16
		SP:Iteration 17Q (13070.930000 sec): 3 clusters
  Score: Raw -488079.782764 + Penalty 2852.003362 = -485227.779402
  nChanged 13
		SP:Iteration 18Q (13071.140000 sec): 3 clusters
  Score: Raw -488084.049574 + Penalty 2852.003362 = -485232.046213
  nChanged 14
		SP:Iteration 19Q (13071.310000 sec): 3 clusters
  Score: Raw -488089.197520 + Penalty 2852.003362 = -485237.194158
  nChanged 11
		SP:Iteration 20F (13071.520000 sec): 3 clusters
  Score: Raw -488096.616279 + Penalty 2852.003362 = -485244.612917
  nChanged 11
		SP:Iteration 21Q (13071.710000 sec): 3 clusters
  Score: Raw -488100.586798 + Penalty 2852.003362 = -485248.583436
  nChanged 9
		SP:Iteration 22Q (13071.920000 sec): 3 clusters
  Score: Raw -488103.512529 + Penalty 2852.003362 = -485251.509168
  nChanged 6
		SP:Iteration 23Q (13072.120000 sec): 3 clusters
  Score: Raw -488106.838423 + Penalty 2852.003362 = -485254.835061
  nChanged 9
		SP:Iteration 24Q (13072.320000 sec): 3 clusters
  Score: Raw -488109.287783 + Penalty 2852.003362 = -485257.284421
  nChanged 6
		SP:Iteration 25Q (13072.520000 sec): 3 clusters
  Score: Raw -488111.086515 + Penalty 2852.003362 = -485259.083154
  nChanged 6
		SP:Iteration 26Q (13072.740000 sec): 3 clusters
  Score: Raw -488112.812874 + Penalty 2852.003362 = -485260.809512
  nChanged 4
		SP:Iteration 27Q (13072.900000 sec): 3 clusters
  Score: Raw -488113.605892 + Penalty 2852.003362 = -485261.602530
  nChanged 2
		SP:Iteration 28Q (13073.080000 sec): 3 clusters
  Score: Raw -488113.830060 + Penalty 2852.003362 = -485261.826698
  nChanged 1
		SP:Iteration 29Q (13073.280000 sec): 3 clusters
  Score: Raw -488114.136327 + Penalty 2852.003362 = -485262.132965
  nChanged 3
		SP:Iteration 30Q (13073.480000 sec): 3 clusters
  Score: Raw -488115.159115 + Penalty 2852.003362 = -485263.155754
  nChanged 5
		SP:Iteration 31Q (13073.700000 sec): 3 clusters
  Score: Raw -488116.338390 + Penalty 2852.003362 = -485264.335028
  nChanged 4
		SP:Iteration 32Q (13073.930000 sec): 3 clusters
  Score: Raw -488117.107888 + Penalty 2852.003362 = -485265.104527
  nChanged 6
		SP:Iteration 33Q (13074.170000 sec): 3 clusters
  Score: Raw -488118.539479 + Penalty 2852.003362 = -485266.536117
  nChanged 2
		SP:Iteration 34Q (13074.420000 sec): 3 clusters
  Score: Raw -488119.093618 + Penalty 2852.003362 = -485267.090257
  nChanged 0
		SP:Iteration 35F (13074.600000 sec): 3 clusters
  Score: Raw -488119.093618 + Penalty 2852.003362 = -485267.090257
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 18 (495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13074.680000 sec): 2 clusters
  Score: Raw -43084.069131 + Penalty 1008.240636 = -42075.828494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13074.850000 sec): 3 clusters
  Score: Raw -43047.801956 + Penalty 2016.481273 = -41031.320683
  nChanged 108
		SP:Iteration 1F (13075.040000 sec): 3 clusters
  Score: Raw -43220.003085 + Penalty 2016.481273 = -41203.521812
  nChanged 37
		SP:Iteration 2F (13075.260000 sec): 3 clusters
  Score: Raw -43302.909717 + Penalty 2016.481273 = -41286.428444
  nChanged 25
		SP:Iteration 3F (13075.440000 sec): 3 clusters
  Score: Raw -43366.002409 + Penalty 2016.481273 = -41349.521136
  nChanged 16
		SP:Iteration 4Q (13075.640000 sec): 3 clusters
  Score: Raw -43389.124246 + Penalty 2016.481273 = -41372.642974
  nChanged 7
		SP:Iteration 5Q (13075.840000 sec): 3 clusters
  Score: Raw -43410.479446 + Penalty 2016.481273 = -41393.998173
  nChanged 10
		SP:Iteration 6Q (13075.990000 sec): 3 clusters
  Score: Raw -43436.699395 + Penalty 2016.481273 = -41420.218122
  nChanged 5
		SP:Iteration 7Q (13076.210000 sec): 3 clusters
  Score: Raw -43444.191676 + Penalty 2016.481273 = -41427.710404
  nChanged 3
		SP:Iteration 8Q (13076.350000 sec): 3 clusters
  Score: Raw -43449.855810 + Penalty 2016.481273 = -41433.374538
  nChanged 3
		SP:Iteration 9Q (13076.540000 sec): 3 clusters
  Score: Raw -43457.864843 + Penalty 2016.481273 = -41441.383570
  nChanged 6
		SP:Iteration 10Q (13076.750000 sec): 3 clusters
  Score: Raw -43474.298747 + Penalty 2016.481273 = -41457.817474
  nChanged 8
		SP:Iteration 11Q (13076.920000 sec): 3 clusters
  Score: Raw -43498.710110 + Penalty 2016.481273 = -41482.228837
  nChanged 7
		SP:Iteration 12Q (13077.080000 sec): 3 clusters
  Score: Raw -43525.478516 + Penalty 2016.481273 = -41508.997243
  nChanged 1
		SP:Iteration 13Q (13077.250000 sec): 3 clusters
  Score: Raw -43526.192914 + Penalty 2016.481273 = -41509.711642
  nChanged 1
		SP:Iteration 14Q (13077.460000 sec): 3 clusters
  Score: Raw -43526.729856 + Penalty 2016.481273 = -41510.248584
  nChanged 1
		SP:Iteration 15Q (13077.640000 sec): 3 clusters
  Score: Raw -43528.509901 + Penalty 2016.481273 = -41512.028628
  nChanged 0
		SP:Iteration 16F (13077.830000 sec): 3 clusters
  Score: Raw -43528.509901 + Penalty 2016.481273 = -41512.028628
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 19 (177312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13078.620000 sec): 2 clusters
  Score: Raw -15288360.959567 + Penalty 1963.920753 = -15286397.038814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13079.540000 sec): 3 clusters
  Score: Raw -15170889.480859 + Penalty 3927.841506 = -15166961.639353
  nChanged 86121
		SP:Iteration 1F (13080.430000 sec): 3 clusters
  Score: Raw -15221106.027527 + Penalty 3927.841506 = -15217178.186021
  nChanged 4375
		SP:Iteration 2Q (13081.500000 sec): 3 clusters
  Score: Raw -15221947.370551 + Penalty 3927.841506 = -15218019.529045
  nChanged 4844
		SP:Iteration 3Q (13082.700000 sec): 3 clusters
  Score: Raw -15223128.281723 + Penalty 3927.841506 = -15219200.440217
  nChanged 5846
		SP:Iteration 4Q (13083.730000 sec): 3 clusters
  Score: Raw -15225068.199835 + Penalty 3927.841506 = -15221140.358330
  nChanged 7892
		SP:Iteration 5Q (13084.810000 sec): 3 clusters
  Score: Raw -15228680.889450 + Penalty 3927.841506 = -15224753.047944
  nChanged 11205
		SP:Iteration 6F (13085.710000 sec): 3 clusters
  Score: Raw -15235736.315237 + Penalty 3927.841506 = -15231808.473732
  nChanged 15028
		SP:Iteration 7F (13086.640000 sec): 3 clusters
  Score: Raw -15247878.429408 + Penalty 3927.841506 = -15243950.587903
  nChanged 16682
		SP:Iteration 8F (13087.530000 sec): 3 clusters
  Score: Raw -15263697.638097 + Penalty 3927.841506 = -15259769.796591
  nChanged 13900
		SP:Iteration 9F (13088.370000 sec): 3 clusters
  Score: Raw -15277652.090524 + Penalty 3927.841506 = -15273724.249018
  nChanged 7633
		SP:Iteration 10Q (13089.280000 sec): 3 clusters
  Score: Raw -15285069.551339 + Penalty 3927.841506 = -15281141.709833
  nChanged 2737
		SP:Iteration 11Q (13090.050000 sec): 3 clusters
  Score: Raw -15287494.870568 + Penalty 3927.841506 = -15283567.029063
  nChanged 771
		SP:Iteration 12Q (13090.880000 sec): 3 clusters
  Score: Raw -15288157.114237 + Penalty 3927.841506 = -15284229.272731
  nChanged 213
		SP:Iteration 13Q (13091.660000 sec): 3 clusters
  Score: Raw -15288368.398414 + Penalty 3927.841506 = -15284440.556908
  nChanged 72
		SP:Iteration 14Q (13092.500000 sec): 3 clusters
  Score: Raw -15288454.088592 + Penalty 3927.841506 = -15284526.247086
  nChanged 32
		SP:Iteration 15Q (13093.320000 sec): 3 clusters
  Score: Raw -15288493.753170 + Penalty 3927.841506 = -15284565.911665
  nChanged 19
		SP:Iteration 16Q (13094.170000 sec): 3 clusters
  Score: Raw -15288523.579327 + Penalty 3927.841506 = -15284595.737822
  nChanged 14
		SP:Iteration 17Q (13094.950000 sec): 3 clusters
  Score: Raw -15288544.222958 + Penalty 3927.841506 = -15284616.381453
  nChanged 10
		SP:Iteration 18Q (13095.810000 sec): 3 clusters
  Score: Raw -15288555.278067 + Penalty 3927.841506 = -15284627.436561
  nChanged 7
		SP:Iteration 19Q (13096.610000 sec): 3 clusters
  Score: Raw -15288562.364453 + Penalty 3927.841506 = -15284634.522947
  nChanged 6
		SP:Iteration 20F (13097.580000 sec): 3 clusters
  Score: Raw -15288568.717366 + Penalty 3927.841506 = -15284640.875860
  nChanged 3
		SP:Iteration 21Q (13098.420000 sec): 3 clusters
  Score: Raw -15288571.194517 + Penalty 3927.841506 = -15284643.353012
  nChanged 2
		SP:Iteration 22Q (13099.200000 sec): 3 clusters
  Score: Raw -15288573.555571 + Penalty 3927.841506 = -15284645.714065
  nChanged 1
		SP:Iteration 23Q (13100.150000 sec): 3 clusters
  Score: Raw -15288574.933506 + Penalty 3927.841506 = -15284647.092000
  nChanged 2
		SP:Iteration 24Q (13100.940000 sec): 3 clusters
  Score: Raw -15288576.694115 + Penalty 3927.841506 = -15284648.852609
  nChanged 0
		SP:Iteration 25F (13101.910000 sec): 3 clusters
  Score: Raw -15288576.694115 + Penalty 3927.841506 = -15284648.852609
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 20 (472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13102.090000 sec): 2 clusters
  Score: Raw -39501.348692 + Penalty 1000.509085 = -38500.839607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13102.270000 sec): 3 clusters
  Score: Raw -39464.914454 + Penalty 2001.018170 = -37463.896283
  nChanged 104
		SP:Iteration 1F (13102.490000 sec): 3 clusters
  Score: Raw -39608.229494 + Penalty 2001.018170 = -37607.211324
  nChanged 21
		SP:Iteration 2Q (13102.670000 sec): 3 clusters
  Score: Raw -39640.995082 + Penalty 2001.018170 = -37639.976911
  nChanged 11
		SP:Iteration 3Q (13102.870000 sec): 3 clusters
  Score: Raw -39657.274464 + Penalty 2001.018170 = -37656.256293
  nChanged 7
		SP:Iteration 4Q (13103.010000 sec): 3 clusters
  Score: Raw -39674.753764 + Penalty 2001.018170 = -37673.735593
  nChanged 6
		SP:Iteration 5Q (13103.200000 sec): 3 clusters
  Score: Raw -39693.095160 + Penalty 2001.018170 = -37692.076990
  nChanged 3
		SP:Iteration 6Q (13103.400000 sec): 3 clusters
  Score: Raw -39708.495785 + Penalty 2001.018170 = -37707.477615
  nChanged 2
		SP:Iteration 7Q (13103.550000 sec): 3 clusters
  Score: Raw -39710.953950 + Penalty 2001.018170 = -37709.935779
  nChanged 2
		SP:Iteration 8Q (13103.750000 sec): 3 clusters
  Score: Raw -39713.374176 + Penalty 2001.018170 = -37712.356005
  nChanged 2
		SP:Iteration 9Q (13103.910000 sec): 3 clusters
  Score: Raw -39715.691615 + Penalty 2001.018170 = -37714.673444
  nChanged 1
		SP:Iteration 10Q (13104.070000 sec): 3 clusters
  Score: Raw -39717.415968 + Penalty 2001.018170 = -37716.397797
  nChanged 0
		SP:Iteration 11F (13104.230000 sec): 3 clusters
  Score: Raw -39717.415968 + Penalty 2001.018170 = -37716.397797
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 21 (2518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13104.380000 sec): 2 clusters
  Score: Raw -179868.084249 + Penalty 1272.573285 = -178595.510964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13104.560000 sec): 3 clusters
  Score: Raw -178708.933502 + Penalty 2545.146570 = -176163.786933
  nChanged 972
		SP:Iteration 1F (13104.710000 sec): 3 clusters
  Score: Raw -179389.888022 + Penalty 2545.146570 = -176844.741452
  nChanged 235
		SP:Iteration 2F (13104.890000 sec): 3 clusters
  Score: Raw -179591.319935 + Penalty 2545.146570 = -177046.173366
  nChanged 166
		SP:Iteration 3F (13105.040000 sec): 3 clusters
  Score: Raw -179763.770578 + Penalty 2545.146570 = -177218.624008
  nChanged 147
		SP:Iteration 4F (13105.230000 sec): 3 clusters
  Score: Raw -179930.390947 + Penalty 2545.146570 = -177385.244377
  nChanged 133
		SP:Iteration 5F (13105.450000 sec): 3 clusters
  Score: Raw -180064.834988 + Penalty 2545.146570 = -177519.688418
  nChanged 113
		SP:Iteration 6Q (13105.640000 sec): 3 clusters
  Score: Raw -180173.534864 + Penalty 2545.146570 = -177628.388295
  nChanged 94
		SP:Iteration 7Q (13105.800000 sec): 3 clusters
  Score: Raw -180257.563629 + Penalty 2545.146570 = -177712.417059
  nChanged 78
		SP:Iteration 8Q (13105.970000 sec): 3 clusters
  Score: Raw -180321.500091 + Penalty 2545.146570 = -177776.353521
  nChanged 58
		SP:Iteration 9Q (13106.160000 sec): 3 clusters
  Score: Raw -180358.716742 + Penalty 2545.146570 = -177813.570172
  nChanged 50
		SP:Iteration 10Q (13106.330000 sec): 3 clusters
  Score: Raw -180397.499813 + Penalty 2545.146570 = -177852.353244
  nChanged 52
		SP:Iteration 11Q (13106.500000 sec): 3 clusters
  Score: Raw -180429.290462 + Penalty 2545.146570 = -177884.143892
  nChanged 34
		SP:Iteration 12Q (13106.690000 sec): 3 clusters
  Score: Raw -180455.040546 + Penalty 2545.146570 = -177909.893976
  nChanged 30
		SP:Iteration 13Q (13106.860000 sec): 3 clusters
  Score: Raw -180469.221309 + Penalty 2545.146570 = -177924.074739
  nChanged 18
		SP:Iteration 14Q (13107.030000 sec): 3 clusters
  Score: Raw -180481.052817 + Penalty 2545.146570 = -177935.906248
  nChanged 19
		SP:Iteration 15Q (13107.230000 sec): 3 clusters
  Score: Raw -180491.399746 + Penalty 2545.146570 = -177946.253176
  nChanged 25
		SP:Iteration 16Q (13107.410000 sec): 3 clusters
  Score: Raw -180504.625279 + Penalty 2545.146570 = -177959.478709
  nChanged 17
		SP:Iteration 17Q (13107.580000 sec): 3 clusters
  Score: Raw -180514.692949 + Penalty 2545.146570 = -177969.546379
  nChanged 11
		SP:Iteration 18Q (13107.770000 sec): 3 clusters
  Score: Raw -180519.321899 + Penalty 2545.146570 = -177974.175330
  nChanged 6
		SP:Iteration 19Q (13107.930000 sec): 3 clusters
  Score: Raw -180521.709131 + Penalty 2545.146570 = -177976.562561
  nChanged 8
		SP:Iteration 20F (13108.140000 sec): 3 clusters
  Score: Raw -180525.665026 + Penalty 2545.146570 = -177980.518456
  nChanged 7
		SP:Iteration 21Q (13108.340000 sec): 3 clusters
  Score: Raw -180528.795913 + Penalty 2545.146570 = -177983.649344
  nChanged 7
		SP:Iteration 22Q (13108.470000 sec): 3 clusters
  Score: Raw -180531.412925 + Penalty 2545.146570 = -177986.266355
  nChanged 4
		SP:Iteration 23Q (13108.660000 sec): 3 clusters
  Score: Raw -180533.010067 + Penalty 2545.146570 = -177987.863497
  nChanged 3
		SP:Iteration 24Q (13108.880000 sec): 3 clusters
  Score: Raw -180533.577546 + Penalty 2545.146570 = -177988.430976
  nChanged 1
		SP:Iteration 25Q (13109.050000 sec): 3 clusters
  Score: Raw -180533.726120 + Penalty 2545.146570 = -177988.579550
  nChanged 1
		SP:Iteration 26Q (13109.230000 sec): 3 clusters
  Score: Raw -180534.412758 + Penalty 2545.146570 = -177989.266188
  nChanged 3
		SP:Iteration 27Q (13109.440000 sec): 3 clusters
  Score: Raw -180535.054645 + Penalty 2545.146570 = -177989.908075
  nChanged 0
		SP:Iteration 28F (13109.610000 sec): 3 clusters
  Score: Raw -180535.054645 + Penalty 2545.146570 = -177989.908075
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 22 (4207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13109.750000 sec): 2 clusters
  Score: Raw -339824.074522 + Penalty 1355.982076 = -338468.092446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13109.970000 sec): 3 clusters
  Score: Raw -337678.784184 + Penalty 2711.964152 = -334966.820032
  nChanged 1703
		SP:Iteration 1F (13110.140000 sec): 3 clusters
  Score: Raw -338640.243619 + Penalty 2711.964152 = -335928.279466
  nChanged 325
		SP:Iteration 2F (13110.340000 sec): 3 clusters
  Score: Raw -338815.727629 + Penalty 2711.964152 = -336103.763477
  nChanged 216
		SP:Iteration 3F (13110.540000 sec): 3 clusters
  Score: Raw -338948.036649 + Penalty 2711.964152 = -336236.072497
  nChanged 203
		SP:Iteration 4Q (13110.750000 sec): 3 clusters
  Score: Raw -339069.984918 + Penalty 2711.964152 = -336358.020766
  nChanged 182
		SP:Iteration 5Q (13110.970000 sec): 3 clusters
  Score: Raw -339186.770696 + Penalty 2711.964152 = -336474.806544
  nChanged 152
		SP:Iteration 6Q (13111.240000 sec): 3 clusters
  Score: Raw -339293.679933 + Penalty 2711.964152 = -336581.715780
  nChanged 152
		SP:Iteration 7Q (13111.440000 sec): 3 clusters
  Score: Raw -339410.753801 + Penalty 2711.964152 = -336698.789649
  nChanged 144
		SP:Iteration 8Q (13111.680000 sec): 3 clusters
  Score: Raw -339515.972495 + Penalty 2711.964152 = -336804.008343
  nChanged 129
		SP:Iteration 9Q (13111.890000 sec): 3 clusters
  Score: Raw -339606.967906 + Penalty 2711.964152 = -336895.003754
  nChanged 104
		SP:Iteration 10Q (13112.070000 sec): 3 clusters
  Score: Raw -339676.656300 + Penalty 2711.964152 = -336964.692148
  nChanged 85
		SP:Iteration 11Q (13112.270000 sec): 3 clusters
  Score: Raw -339730.821168 + Penalty 2711.964152 = -337018.857016
  nChanged 77
		SP:Iteration 12Q (13112.470000 sec): 3 clusters
  Score: Raw -339785.802951 + Penalty 2711.964152 = -337073.838799
  nChanged 58
		SP:Iteration 13Q (13112.670000 sec): 3 clusters
  Score: Raw -339829.786027 + Penalty 2711.964152 = -337117.821875
  nChanged 45
		SP:Iteration 14Q (13112.900000 sec): 3 clusters
  Score: Raw -339856.199838 + Penalty 2711.964152 = -337144.235686
  nChanged 34
		SP:Iteration 15Q (13113.090000 sec): 3 clusters
  Score: Raw -339875.497290 + Penalty 2711.964152 = -337163.533138
  nChanged 36
		SP:Iteration 16Q (13113.300000 sec): 3 clusters
  Score: Raw -339896.118073 + Penalty 2711.964152 = -337184.153921
  nChanged 33
		SP:Iteration 17Q (13113.520000 sec): 3 clusters
  Score: Raw -339912.566024 + Penalty 2711.964152 = -337200.601872
  nChanged 24
		SP:Iteration 18Q (13113.710000 sec): 3 clusters
  Score: Raw -339926.928866 + Penalty 2711.964152 = -337214.964714
  nChanged 24
		SP:Iteration 19Q (13113.910000 sec): 3 clusters
  Score: Raw -339940.015437 + Penalty 2711.964152 = -337228.051284
  nChanged 22
		SP:Iteration 20F (13114.090000 sec): 3 clusters
  Score: Raw -339950.842892 + Penalty 2711.964152 = -337238.878739
  nChanged 18
		SP:Iteration 21Q (13114.300000 sec): 3 clusters
  Score: Raw -339958.782959 + Penalty 2711.964152 = -337246.818807
  nChanged 17
		SP:Iteration 22Q (13114.480000 sec): 3 clusters
  Score: Raw -339966.302124 + Penalty 2711.964152 = -337254.337972
  nChanged 22
		SP:Iteration 23Q (13114.670000 sec): 3 clusters
  Score: Raw -339980.046848 + Penalty 2711.964152 = -337268.082696
  nChanged 21
		SP:Iteration 24Q (13114.880000 sec): 3 clusters
  Score: Raw -339991.819265 + Penalty 2711.964152 = -337279.855113
  nChanged 22
		SP:Iteration 25Q (13115.070000 sec): 3 clusters
  Score: Raw -340008.823668 + Penalty 2711.964152 = -337296.859516
  nChanged 25
		SP:Iteration 26Q (13115.270000 sec): 3 clusters
  Score: Raw -340024.786825 + Penalty 2711.964152 = -337312.822673
  nChanged 16
		SP:Iteration 27Q (13115.520000 sec): 3 clusters
  Score: Raw -340035.292796 + Penalty 2711.964152 = -337323.328644
  nChanged 13
		SP:Iteration 28Q (13115.710000 sec): 3 clusters
  Score: Raw -340045.091648 + Penalty 2711.964152 = -337333.127495
  nChanged 13
		SP:Iteration 29Q (13115.900000 sec): 3 clusters
  Score: Raw -340053.685351 + Penalty 2711.964152 = -337341.721199
  nChanged 11
		SP:Iteration 30Q (13116.110000 sec): 3 clusters
  Score: Raw -340064.749531 + Penalty 2711.964152 = -337352.785379
  nChanged 14
		SP:Iteration 31Q (13116.290000 sec): 3 clusters
  Score: Raw -340077.893615 + Penalty 2711.964152 = -337365.929463
  nChanged 13
		SP:Iteration 32Q (13116.510000 sec): 3 clusters
  Score: Raw -340087.661656 + Penalty 2711.964152 = -337375.697504
  nChanged 10
		SP:Iteration 33Q (13116.720000 sec): 3 clusters
  Score: Raw -340096.876951 + Penalty 2711.964152 = -337384.912799
  nChanged 10
		SP:Iteration 34Q (13116.930000 sec): 3 clusters
  Score: Raw -340106.320636 + Penalty 2711.964152 = -337394.356483
  nChanged 10
		SP:Iteration 35Q (13117.130000 sec): 3 clusters
  Score: Raw -340116.917972 + Penalty 2711.964152 = -337404.953819
  nChanged 10
		SP:Iteration 36Q (13117.320000 sec): 3 clusters
  Score: Raw -340136.937845 + Penalty 2711.964152 = -337424.973692
  nChanged 15
		SP:Iteration 37Q (13117.470000 sec): 3 clusters
  Score: Raw -340154.635195 + Penalty 2711.964152 = -337442.671043
  nChanged 8
		SP:Iteration 38Q (13117.620000 sec): 3 clusters
  Score: Raw -340162.433856 + Penalty 2711.964152 = -337450.469704
  nChanged 5
		SP:Iteration 39Q (13117.830000 sec): 3 clusters
  Score: Raw -340166.701106 + Penalty 2711.964152 = -337454.736954
  nChanged 2
		SP:Iteration 40F (13117.950000 sec): 3 clusters
  Score: Raw -340168.065425 + Penalty 2711.964152 = -337456.101273
  nChanged 1
		SP:Iteration 41Q (13118.100000 sec): 3 clusters
  Score: Raw -340168.793993 + Penalty 2711.964152 = -337456.829841
  nChanged 1
		SP:Iteration 42Q (13118.220000 sec): 3 clusters
  Score: Raw -340169.523142 + Penalty 2711.964152 = -337457.558990
  nChanged 1
		SP:Iteration 43Q (13118.360000 sec): 3 clusters
  Score: Raw -340170.521579 + Penalty 2711.964152 = -337458.557426
  nChanged 1
		SP:Iteration 44Q (13118.510000 sec): 3 clusters
  Score: Raw -340171.698214 + Penalty 2711.964152 = -337459.734062
  nChanged 1
		SP:Iteration 45Q (13118.640000 sec): 3 clusters
  Score: Raw -340172.411043 + Penalty 2711.964152 = -337460.446891
  nChanged 1
		SP:Iteration 46Q (13118.800000 sec): 3 clusters
  Score: Raw -340173.106053 + Penalty 2711.964152 = -337461.141901
  nChanged 0
		SP:Iteration 47F (13118.940000 sec): 3 clusters
  Score: Raw -340173.106053 + Penalty 2711.964152 = -337461.141901
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 23 (15132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13119.130000 sec): 2 clusters
  Score: Raw -1199830.883051 + Penalty 1563.992135 = -1198266.890916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13119.340000 sec): 3 clusters
  Score: Raw -1190874.409050 + Penalty 3127.984270 = -1187746.424780
  nChanged 6774
		SP:Iteration 1F (13119.640000 sec): 3 clusters
  Score: Raw -1194782.376439 + Penalty 3127.984270 = -1191654.392169
  nChanged 936
		SP:Iteration 2F (13119.890000 sec): 3 clusters
  Score: Raw -1195196.627832 + Penalty 3127.984270 = -1192068.643561
  nChanged 783
		SP:Iteration 3F (13120.150000 sec): 3 clusters
  Score: Raw -1195504.068207 + Penalty 3127.984270 = -1192376.083937
  nChanged 678
		SP:Iteration 4Q (13120.350000 sec): 3 clusters
  Score: Raw -1195747.508006 + Penalty 3127.984270 = -1192619.523736
  nChanged 583
		SP:Iteration 5Q (13120.600000 sec): 3 clusters
  Score: Raw -1195982.221774 + Penalty 3127.984270 = -1192854.237504
  nChanged 549
		SP:Iteration 6Q (13120.890000 sec): 3 clusters
  Score: Raw -1196208.701924 + Penalty 3127.984270 = -1193080.717653
  nChanged 585
		SP:Iteration 7Q (13121.120000 sec): 3 clusters
  Score: Raw -1196467.037654 + Penalty 3127.984270 = -1193339.053384
  nChanged 532
		SP:Iteration 8Q (13121.380000 sec): 3 clusters
  Score: Raw -1196726.529452 + Penalty 3127.984270 = -1193598.545181
  nChanged 539
		SP:Iteration 9Q (13121.590000 sec): 3 clusters
  Score: Raw -1197032.757577 + Penalty 3127.984270 = -1193904.773307
  nChanged 624
		SP:Iteration 10Q (13121.860000 sec): 3 clusters
  Score: Raw -1197417.321641 + Penalty 3127.984270 = -1194289.337370
  nChanged 607
		SP:Iteration 11Q (13122.120000 sec): 3 clusters
  Score: Raw -1197786.794014 + Penalty 3127.984270 = -1194658.809744
  nChanged 559
		SP:Iteration 12Q (13122.370000 sec): 3 clusters
  Score: Raw -1198123.786693 + Penalty 3127.984270 = -1194995.802423
  nChanged 496
		SP:Iteration 13Q (13122.660000 sec): 3 clusters
  Score: Raw -1198397.529385 + Penalty 3127.984270 = -1195269.545115
  nChanged 434
		SP:Iteration 14Q (13122.890000 sec): 3 clusters
  Score: Raw -1198604.548996 + Penalty 3127.984270 = -1195476.564726
  nChanged 331
		SP:Iteration 15Q (13123.110000 sec): 3 clusters
  Score: Raw -1198752.950888 + Penalty 3127.984270 = -1195624.966617
  nChanged 305
		SP:Iteration 16Q (13123.320000 sec): 3 clusters
  Score: Raw -1198887.057536 + Penalty 3127.984270 = -1195759.073266
  nChanged 301
		SP:Iteration 17Q (13123.590000 sec): 3 clusters
  Score: Raw -1199026.280011 + Penalty 3127.984270 = -1195898.295741
  nChanged 281
		SP:Iteration 18Q (13123.850000 sec): 3 clusters
  Score: Raw -1199170.258868 + Penalty 3127.984270 = -1196042.274598
  nChanged 328
		SP:Iteration 19Q (13124.070000 sec): 3 clusters
  Score: Raw -1199388.568290 + Penalty 3127.984270 = -1196260.584019
  nChanged 367
		SP:Iteration 20F (13124.380000 sec): 3 clusters
  Score: Raw -1199696.802535 + Penalty 3127.984270 = -1196568.818265
  nChanged 399
		SP:Iteration 21Q (13124.670000 sec): 3 clusters
  Score: Raw -1200040.455038 + Penalty 3127.984270 = -1196912.470768
  nChanged 409
		SP:Iteration 22Q (13124.860000 sec): 3 clusters
  Score: Raw -1200390.704542 + Penalty 3127.984270 = -1197262.720271
  nChanged 387
		SP:Iteration 23Q (13125.120000 sec): 3 clusters
  Score: Raw -1200697.318480 + Penalty 3127.984270 = -1197569.334209
  nChanged 323
		SP:Iteration 24Q (13125.370000 sec): 3 clusters
  Score: Raw -1200929.745915 + Penalty 3127.984270 = -1197801.761644
  nChanged 242
		SP:Iteration 25Q (13125.620000 sec): 3 clusters
  Score: Raw -1201071.630405 + Penalty 3127.984270 = -1197943.646135
  nChanged 181
		SP:Iteration 26Q (13125.810000 sec): 3 clusters
  Score: Raw -1201152.645890 + Penalty 3127.984270 = -1198024.661620
  nChanged 128
		SP:Iteration 27Q (13126.050000 sec): 3 clusters
  Score: Raw -1201192.714414 + Penalty 3127.984270 = -1198064.730144
  nChanged 99
		SP:Iteration 28Q (13126.310000 sec): 3 clusters
  Score: Raw -1201220.517705 + Penalty 3127.984270 = -1198092.533434
  nChanged 76
		SP:Iteration 29Q (13126.510000 sec): 3 clusters
  Score: Raw -1201244.460583 + Penalty 3127.984270 = -1198116.476312
  nChanged 81
		SP:Iteration 30Q (13126.740000 sec): 3 clusters
  Score: Raw -1201267.498072 + Penalty 3127.984270 = -1198139.513802
  nChanged 87
		SP:Iteration 31Q (13126.990000 sec): 3 clusters
  Score: Raw -1201292.158068 + Penalty 3127.984270 = -1198164.173798
  nChanged 69
		SP:Iteration 32Q (13127.200000 sec): 3 clusters
  Score: Raw -1201309.765940 + Penalty 3127.984270 = -1198181.781670
  nChanged 71
		SP:Iteration 33Q (13127.450000 sec): 3 clusters
  Score: Raw -1201327.621151 + Penalty 3127.984270 = -1198199.636880
  nChanged 71
		SP:Iteration 34Q (13127.720000 sec): 3 clusters
  Score: Raw -1201342.462938 + Penalty 3127.984270 = -1198214.478668
  nChanged 61
		SP:Iteration 35Q (13127.980000 sec): 3 clusters
  Score: Raw -1201354.737146 + Penalty 3127.984270 = -1198226.752876
  nChanged 53
		SP:Iteration 36Q (13128.210000 sec): 3 clusters
  Score: Raw -1201364.559081 + Penalty 3127.984270 = -1198236.574811
  nChanged 42
		SP:Iteration 37Q (13128.490000 sec): 3 clusters
  Score: Raw -1201371.012023 + Penalty 3127.984270 = -1198243.027752
  nChanged 36
		SP:Iteration 38Q (13128.730000 sec): 3 clusters
  Score: Raw -1201376.224998 + Penalty 3127.984270 = -1198248.240728
  nChanged 37
		SP:Iteration 39Q (13128.980000 sec): 3 clusters
  Score: Raw -1201381.485994 + Penalty 3127.984270 = -1198253.501724
  nChanged 32
		SP:Iteration 40F (13129.210000 sec): 3 clusters
  Score: Raw -1201385.482393 + Penalty 3127.984270 = -1198257.498123
  nChanged 34
		SP:Iteration 41Q (13129.450000 sec): 3 clusters
  Score: Raw -1201389.444420 + Penalty 3127.984270 = -1198261.460150
  nChanged 30
		SP:Iteration 42Q (13129.710000 sec): 3 clusters
  Score: Raw -1201393.364641 + Penalty 3127.984270 = -1198265.380371
  nChanged 32
		SP:Iteration 43Q (13129.930000 sec): 3 clusters
  Score: Raw -1201397.250965 + Penalty 3127.984270 = -1198269.266695
  nChanged 20
		SP:Iteration 44Q (13130.150000 sec): 3 clusters
  Score: Raw -1201399.566800 + Penalty 3127.984270 = -1198271.582530
  nChanged 21
		SP:Iteration 45Q (13130.390000 sec): 3 clusters
  Score: Raw -1201401.666532 + Penalty 3127.984270 = -1198273.682262
  nChanged 22
		SP:Iteration 46Q (13130.630000 sec): 3 clusters
  Score: Raw -1201404.163479 + Penalty 3127.984270 = -1198276.179209
  nChanged 18
		SP:Iteration 47Q (13130.860000 sec): 3 clusters
  Score: Raw -1201406.185294 + Penalty 3127.984270 = -1198278.201023
  nChanged 17
		SP:Iteration 48Q (13131.120000 sec): 3 clusters
  Score: Raw -1201408.292673 + Penalty 3127.984270 = -1198280.308403
  nChanged 20
		SP:Iteration 49Q (13131.330000 sec): 3 clusters
  Score: Raw -1201410.579816 + Penalty 3127.984270 = -1198282.595545
  nChanged 16
		SP:Iteration 50Q (13131.600000 sec): 3 clusters
  Score: Raw -1201412.444746 + Penalty 3127.984270 = -1198284.460476
  nChanged 22
		SP:Iteration 51Q (13131.830000 sec): 3 clusters
  Score: Raw -1201415.104925 + Penalty 3127.984270 = -1198287.120654
  nChanged 20
		SP:Iteration 52Q (13132.070000 sec): 3 clusters
  Score: Raw -1201417.450699 + Penalty 3127.984270 = -1198289.466428
  nChanged 16
		SP:Iteration 53Q (13132.340000 sec): 3 clusters
  Score: Raw -1201418.918135 + Penalty 3127.984270 = -1198290.933865
  nChanged 7
		SP:Iteration 54Q (13132.550000 sec): 3 clusters
  Score: Raw -1201419.322254 + Penalty 3127.984270 = -1198291.337984
  nChanged 4
		SP:Iteration 55Q (13132.770000 sec): 3 clusters
  Score: Raw -1201419.582265 + Penalty 3127.984270 = -1198291.597995
  nChanged 1
		SP:Iteration 56Q (13133.020000 sec): 3 clusters
  Score: Raw -1201419.663689 + Penalty 3127.984270 = -1198291.679418
  nChanged 1
		SP:Iteration 57Q (13133.270000 sec): 3 clusters
  Score: Raw -1201419.692014 + Penalty 3127.984270 = -1198291.707744
  nChanged 0
		SP:Iteration 58F (13133.520000 sec): 3 clusters
  Score: Raw -1201419.692014 + Penalty 3127.984270 = -1198291.707744
  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 10.68 GB.

 Trying to split cluster 24 (78453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13133.870000 sec): 2 clusters
  Score: Raw -6824527.974070 + Penalty 1831.416437 = -6822696.557633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13134.420000 sec): 3 clusters
  Score: Raw -6773965.868320 + Penalty 3662.832874 = -6770303.035445
  nChanged 37306
		SP:Iteration 1F (13134.990000 sec): 3 clusters
  Score: Raw -6795686.517839 + Penalty 3662.832874 = -6792023.684965
  nChanged 3226
		SP:Iteration 2Q (13135.570000 sec): 3 clusters
  Score: Raw -6796840.198299 + Penalty 3662.832874 = -6793177.365424
  nChanged 3726
		SP:Iteration 3Q (13136.160000 sec): 3 clusters
  Score: Raw -6798494.531981 + Penalty 3662.832874 = -6794831.699107
  nChanged 4285
		SP:Iteration 4F (13136.690000 sec): 3 clusters
  Score: Raw -6800659.237925 + Penalty 3662.832874 = -6796996.405050
  nChanged 4798
		SP:Iteration 5F (13137.200000 sec): 3 clusters
  Score: Raw -6803270.349498 + Penalty 3662.832874 = -6799607.516623
  nChanged 4780
		SP:Iteration 6F (13137.750000 sec): 3 clusters
  Score: Raw -6805792.241872 + Penalty 3662.832874 = -6802129.408997
  nChanged 4510
		SP:Iteration 7F (13138.270000 sec): 3 clusters
  Score: Raw -6807981.963103 + Penalty 3662.832874 = -6804319.130229
  nChanged 4032
		SP:Iteration 8F (13138.800000 sec): 3 clusters
  Score: Raw -6809691.410506 + Penalty 3662.832874 = -6806028.577632
  nChanged 3434
		SP:Iteration 9Q (13139.340000 sec): 3 clusters
  Score: Raw -6810958.957064 + Penalty 3662.832874 = -6807296.124189
  nChanged 2783
		SP:Iteration 10Q (13139.880000 sec): 3 clusters
  Score: Raw -6811903.385898 + Penalty 3662.832874 = -6808240.553023
  nChanged 2429
		SP:Iteration 11Q (13140.420000 sec): 3 clusters
  Score: Raw -6812686.506433 + Penalty 3662.832874 = -6809023.673558
  nChanged 2151
		SP:Iteration 12Q (13140.910000 sec): 3 clusters
  Score: Raw -6813359.825663 + Penalty 3662.832874 = -6809696.992789
  nChanged 2067
		SP:Iteration 13Q (13141.400000 sec): 3 clusters
  Score: Raw -6814034.012935 + Penalty 3662.832874 = -6810371.180061
  nChanged 2058
		SP:Iteration 14Q (13141.920000 sec): 3 clusters
  Score: Raw -6814738.828101 + Penalty 3662.832874 = -6811075.995226
  nChanged 2141
		SP:Iteration 15Q (13142.450000 sec): 3 clusters
  Score: Raw -6815513.784022 + Penalty 3662.832874 = -6811850.951147
  nChanged 2211
		SP:Iteration 16Q (13143.010000 sec): 3 clusters
  Score: Raw -6816383.514975 + Penalty 3662.832874 = -6812720.682101
  nChanged 2254
		SP:Iteration 17Q (13143.560000 sec): 3 clusters
  Score: Raw -6817372.837170 + Penalty 3662.832874 = -6813710.004295
  nChanged 2292
		SP:Iteration 18Q (13144.120000 sec): 3 clusters
  Score: Raw -6818505.204638 + Penalty 3662.832874 = -6814842.371763
  nChanged 2194
		SP:Iteration 19Q (13144.670000 sec): 3 clusters
  Score: Raw -6819734.403851 + Penalty 3662.832874 = -6816071.570977
  nChanged 2030
		SP:Iteration 20F (13145.180000 sec): 3 clusters
  Score: Raw -6821007.534062 + Penalty 3662.832874 = -6817344.701188
  nChanged 1804
		SP:Iteration 21Q (13145.670000 sec): 3 clusters
  Score: Raw -6822238.751369 + Penalty 3662.832874 = -6818575.918494
  nChanged 1429
		SP:Iteration 22Q (13146.210000 sec): 3 clusters
  Score: Raw -6823224.361608 + Penalty 3662.832874 = -6819561.528733
  nChanged 1018
		SP:Iteration 23Q (13146.700000 sec): 3 clusters
  Score: Raw -6823935.994268 + Penalty 3662.832874 = -6820273.161394
  nChanged 648
		SP:Iteration 24Q (13147.290000 sec): 3 clusters
  Score: Raw -6824375.571489 + Penalty 3662.832874 = -6820712.738614
  nChanged 398
		SP:Iteration 25Q (13147.820000 sec): 3 clusters
  Score: Raw -6824659.711079 + Penalty 3662.832874 = -6820996.878204
  nChanged 266
		SP:Iteration 26Q (13148.310000 sec): 3 clusters
  Score: Raw -6824838.419083 + Penalty 3662.832874 = -6821175.586208
  nChanged 200
		SP:Iteration 27Q (13148.850000 sec): 3 clusters
  Score: Raw -6824943.562516 + Penalty 3662.832874 = -6821280.729642
  nChanged 129
		SP:Iteration 28Q (13149.420000 sec): 3 clusters
  Score: Raw -6825009.092454 + Penalty 3662.832874 = -6821346.259579
  nChanged 86
		SP:Iteration 29Q (13149.950000 sec): 3 clusters
  Score: Raw -6825055.948754 + Penalty 3662.832874 = -6821393.115880
  nChanged 77
		SP:Iteration 30Q (13150.520000 sec): 3 clusters
  Score: Raw -6825088.099436 + Penalty 3662.832874 = -6821425.266562
  nChanged 57
		SP:Iteration 31Q (13151.070000 sec): 3 clusters
  Score: Raw -6825112.305252 + Penalty 3662.832874 = -6821449.472377
  nChanged 50
		SP:Iteration 32Q (13151.570000 sec): 3 clusters
  Score: Raw -6825134.006568 + Penalty 3662.832874 = -6821471.173693
  nChanged 37
		SP:Iteration 33Q (13152.070000 sec): 3 clusters
  Score: Raw -6825147.862957 + Penalty 3662.832874 = -6821485.030082
  nChanged 28
		SP:Iteration 34Q (13152.550000 sec): 3 clusters
  Score: Raw -6825158.083692 + Penalty 3662.832874 = -6821495.250817
  nChanged 24
		SP:Iteration 35Q (13153.040000 sec): 3 clusters
  Score: Raw -6825166.948462 + Penalty 3662.832874 = -6821504.115588
  nChanged 19
		SP:Iteration 36Q (13153.630000 sec): 3 clusters
  Score: Raw -6825174.081228 + Penalty 3662.832874 = -6821511.248354
  nChanged 18
		SP:Iteration 37Q (13154.220000 sec): 3 clusters
  Score: Raw -6825180.727279 + Penalty 3662.832874 = -6821517.894404
  nChanged 17
		SP:Iteration 38Q (13154.810000 sec): 3 clusters
  Score: Raw -6825187.173063 + Penalty 3662.832874 = -6821524.340189
  nChanged 15
		SP:Iteration 39Q (13155.440000 sec): 3 clusters
  Score: Raw -6825192.095040 + Penalty 3662.832874 = -6821529.262165
  nChanged 12
		SP:Iteration 40F (13156.040000 sec): 3 clusters
  Score: Raw -6825196.503252 + Penalty 3662.832874 = -6821533.670378
  nChanged 8
		SP:Iteration 41Q (13156.570000 sec): 3 clusters
  Score: Raw -6825199.260148 + Penalty 3662.832874 = -6821536.427274
  nChanged 8
		SP:Iteration 42Q (13157.150000 sec): 3 clusters
  Score: Raw -6825201.493429 + Penalty 3662.832874 = -6821538.660554
  nChanged 7
		SP:Iteration 43Q (13157.640000 sec): 3 clusters
  Score: Raw -6825204.662943 + Penalty 3662.832874 = -6821541.830068
  nChanged 13
		SP:Iteration 44Q (13158.150000 sec): 3 clusters
  Score: Raw -6825209.144710 + Penalty 3662.832874 = -6821546.311836
  nChanged 12
		SP:Iteration 45Q (13158.660000 sec): 3 clusters
  Score: Raw -6825214.406662 + Penalty 3662.832874 = -6821551.573787
  nChanged 9
		SP:Iteration 46Q (13159.130000 sec): 3 clusters
  Score: Raw -6825217.690293 + Penalty 3662.832874 = -6821554.857419
  nChanged 10
		SP:Iteration 47Q (13159.560000 sec): 3 clusters
  Score: Raw -6825221.799039 + Penalty 3662.832874 = -6821558.966165
  nChanged 13
		SP:Iteration 48Q (13160.080000 sec): 3 clusters
  Score: Raw -6825225.547010 + Penalty 3662.832874 = -6821562.714135
  nChanged 10
		SP:Iteration 49Q (13160.530000 sec): 3 clusters
  Score: Raw -6825229.335431 + Penalty 3662.832874 = -6821566.502557
  nChanged 6
		SP:Iteration 50Q (13161.060000 sec): 3 clusters
  Score: Raw -6825231.775227 + Penalty 3662.832874 = -6821568.942352
  nChanged 2
		SP:Iteration 51Q (13161.500000 sec): 3 clusters
  Score: Raw -6825232.461661 + Penalty 3662.832874 = -6821569.628787
  nChanged 2
		SP:Iteration 52Q (13161.890000 sec): 3 clusters
  Score: Raw -6825233.322846 + Penalty 3662.832874 = -6821570.489971
  nChanged 2
		SP:Iteration 53Q (13162.430000 sec): 3 clusters
  Score: Raw -6825234.248227 + Penalty 3662.832874 = -6821571.415352
  nChanged 2
		SP:Iteration 54Q (13162.990000 sec): 3 clusters
  Score: Raw -6825234.513394 + Penalty 3662.832874 = -6821571.680519
  nChanged 3
		SP:Iteration 55Q (13163.450000 sec): 3 clusters
  Score: Raw -6825235.457455 + Penalty 3662.832874 = -6821572.624580
  nChanged 3
		SP:Iteration 56Q (13163.880000 sec): 3 clusters
  Score: Raw -6825235.964694 + Penalty 3662.832874 = -6821573.131819
  nChanged 1
		SP:Iteration 57Q (13164.390000 sec): 3 clusters
  Score: Raw -6825236.299270 + Penalty 3662.832874 = -6821573.466396
  nChanged 1
		SP:Iteration 58Q (13164.860000 sec): 3 clusters
  Score: Raw -6825236.458654 + Penalty 3662.832874 = -6821573.625779
  nChanged 0
		SP:Iteration 59F (13165.380000 sec): 3 clusters
  Score: Raw -6825236.458654 + Penalty 3662.832874 = -6821573.625779
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 25 (13144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13165.540000 sec): 2 clusters
  Score: Raw -1171200.401665 + Penalty 1541.104607 = -1169659.297057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13165.780000 sec): 3 clusters
  Score: Raw -1163470.908936 + Penalty 3082.209214 = -1160388.699722
  nChanged 5824
		SP:Iteration 1F (13165.990000 sec): 3 clusters
  Score: Raw -1166652.663055 + Penalty 3082.209214 = -1163570.453841
  nChanged 811
		SP:Iteration 2F (13166.240000 sec): 3 clusters
  Score: Raw -1166984.425104 + Penalty 3082.209214 = -1163902.215890
  nChanged 653
		SP:Iteration 3Q (13166.500000 sec): 3 clusters
  Score: Raw -1167250.072861 + Penalty 3082.209214 = -1164167.863646
  nChanged 646
		SP:Iteration 4Q (13166.760000 sec): 3 clusters
  Score: Raw -1167590.574523 + Penalty 3082.209214 = -1164508.365309
  nChanged 731
		SP:Iteration 5F (13167.040000 sec): 3 clusters
  Score: Raw -1168064.167711 + Penalty 3082.209214 = -1164981.958496
  nChanged 839
		SP:Iteration 6F (13167.300000 sec): 3 clusters
  Score: Raw -1168689.312809 + Penalty 3082.209214 = -1165607.103594
  nChanged 876
		SP:Iteration 7F (13167.520000 sec): 3 clusters
  Score: Raw -1169448.280860 + Penalty 3082.209214 = -1166366.071645
  nChanged 804
		SP:Iteration 8F (13167.760000 sec): 3 clusters
  Score: Raw -1170165.399758 + Penalty 3082.209214 = -1167083.190543
  nChanged 558
		SP:Iteration 9Q (13168.020000 sec): 3 clusters
  Score: Raw -1170657.837607 + Penalty 3082.209214 = -1167575.628393
  nChanged 350
		SP:Iteration 10Q (13168.240000 sec): 3 clusters
  Score: Raw -1170977.738953 + Penalty 3082.209214 = -1167895.529739
  nChanged 179
		SP:Iteration 11Q (13168.450000 sec): 3 clusters
  Score: Raw -1171144.512624 + Penalty 3082.209214 = -1168062.303410
  nChanged 91
		SP:Iteration 12Q (13168.750000 sec): 3 clusters
  Score: Raw -1171244.356392 + Penalty 3082.209214 = -1168162.147178
  nChanged 45
		SP:Iteration 13Q (13168.980000 sec): 3 clusters
  Score: Raw -1171294.817558 + Penalty 3082.209214 = -1168212.608344
  nChanged 17
		SP:Iteration 14Q (13169.210000 sec): 3 clusters
  Score: Raw -1171319.348826 + Penalty 3082.209214 = -1168237.139612
  nChanged 12
		SP:Iteration 15Q (13169.430000 sec): 3 clusters
  Score: Raw -1171336.029532 + Penalty 3082.209214 = -1168253.820317
  nChanged 5
		SP:Iteration 16Q (13169.650000 sec): 3 clusters
  Score: Raw -1171342.009348 + Penalty 3082.209214 = -1168259.800133
  nChanged 6
		SP:Iteration 17Q (13169.850000 sec): 3 clusters
  Score: Raw -1171347.918258 + Penalty 3082.209214 = -1168265.709044
  nChanged 8
		SP:Iteration 18Q (13170.070000 sec): 3 clusters
  Score: Raw -1171360.928006 + Penalty 3082.209214 = -1168278.718791
  nChanged 4
		SP:Iteration 19Q (13170.280000 sec): 3 clusters
  Score: Raw -1171365.361207 + Penalty 3082.209214 = -1168283.151992
  nChanged 0
		SP:Iteration 20F (13170.480000 sec): 3 clusters
  Score: Raw -1171365.361207 + Penalty 3082.209214 = -1168283.151992
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 26 (54643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13170.830000 sec): 2 clusters
  Score: Raw -4729569.592905 + Penalty 1772.643665 = -4727796.949241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13171.290000 sec): 3 clusters
  Score: Raw -4694725.341124 + Penalty 3545.287329 = -4691180.053795
  nChanged 25767
		SP:Iteration 1F (13171.710000 sec): 3 clusters
  Score: Raw -4709269.562296 + Penalty 3545.287329 = -4705724.274967
  nChanged 1976
		SP:Iteration 2Q (13172.150000 sec): 3 clusters
  Score: Raw -4709782.364441 + Penalty 3545.287329 = -4706237.077112
  nChanged 2146
		SP:Iteration 3Q (13172.580000 sec): 3 clusters
  Score: Raw -4710455.835550 + Penalty 3545.287329 = -4706910.548221
  nChanged 2490
		SP:Iteration 4Q (13173.000000 sec): 3 clusters
  Score: Raw -4711512.022182 + Penalty 3545.287329 = -4707966.734853
  nChanged 3193
		SP:Iteration 5F (13173.370000 sec): 3 clusters
  Score: Raw -4713304.819281 + Penalty 3545.287329 = -4709759.531951
  nChanged 3958
		SP:Iteration 6F (13173.790000 sec): 3 clusters
  Score: Raw -4716081.387050 + Penalty 3545.287329 = -4712536.099721
  nChanged 4385
		SP:Iteration 7F (13174.230000 sec): 3 clusters
  Score: Raw -4719662.583595 + Penalty 3545.287329 = -4716117.296265
  nChanged 4053
		SP:Iteration 8F (13174.610000 sec): 3 clusters
  Score: Raw -4723155.326201 + Penalty 3545.287329 = -4719610.038872
  nChanged 3112
		SP:Iteration 9F (13174.990000 sec): 3 clusters
  Score: Raw -4725848.294658 + Penalty 3545.287329 = -4722303.007329
  nChanged 2057
		SP:Iteration 10Q (13175.360000 sec): 3 clusters
  Score: Raw -4727645.475449 + Penalty 3545.287329 = -4724100.188120
  nChanged 1221
		SP:Iteration 11Q (13175.770000 sec): 3 clusters
  Score: Raw -4728705.092862 + Penalty 3545.287329 = -4725159.805533
  nChanged 693
		SP:Iteration 12Q (13176.180000 sec): 3 clusters
  Score: Raw -4729297.747620 + Penalty 3545.287329 = -4725752.460291
  nChanged 334
		SP:Iteration 13Q (13176.610000 sec): 3 clusters
  Score: Raw -4729560.342538 + Penalty 3545.287329 = -4726015.055209
  nChanged 183
		SP:Iteration 14Q (13177.040000 sec): 3 clusters
  Score: Raw -4729680.984905 + Penalty 3545.287329 = -4726135.697576
  nChanged 90
		SP:Iteration 15Q (13177.410000 sec): 3 clusters
  Score: Raw -4729741.810740 + Penalty 3545.287329 = -4726196.523411
  nChanged 51
		SP:Iteration 16Q (13177.810000 sec): 3 clusters
  Score: Raw -4729772.738599 + Penalty 3545.287329 = -4726227.451270
  nChanged 47
		SP:Iteration 17Q (13178.280000 sec): 3 clusters
  Score: Raw -4729801.848748 + Penalty 3545.287329 = -4726256.561418
  nChanged 28
		SP:Iteration 18Q (13178.670000 sec): 3 clusters
  Score: Raw -4729818.439558 + Penalty 3545.287329 = -4726273.152229
  nChanged 21
		SP:Iteration 19Q (13179.090000 sec): 3 clusters
  Score: Raw -4729829.723847 + Penalty 3545.287329 = -4726284.436518
  nChanged 14
		SP:Iteration 20F (13179.520000 sec): 3 clusters
  Score: Raw -4729836.244533 + Penalty 3545.287329 = -4726290.957204
  nChanged 16
		SP:Iteration 21Q (13179.890000 sec): 3 clusters
  Score: Raw -4729847.072962 + Penalty 3545.287329 = -4726301.785633
  nChanged 17
		SP:Iteration 22Q (13180.300000 sec): 3 clusters
  Score: Raw -4729860.881370 + Penalty 3545.287329 = -4726315.594041
  nChanged 18
		SP:Iteration 23Q (13180.710000 sec): 3 clusters
  Score: Raw -4729874.491838 + Penalty 3545.287329 = -4726329.204509
  nChanged 11
		SP:Iteration 24Q (13181.150000 sec): 3 clusters
  Score: Raw -4729879.916788 + Penalty 3545.287329 = -4726334.629459
  nChanged 8
		SP:Iteration 25Q (13181.540000 sec): 3 clusters
  Score: Raw -4729882.684773 + Penalty 3545.287329 = -4726337.397444
  nChanged 4
		SP:Iteration 26Q (13181.900000 sec): 3 clusters
  Score: Raw -4729884.383840 + Penalty 3545.287329 = -4726339.096511
  nChanged 3
		SP:Iteration 27Q (13182.280000 sec): 3 clusters
  Score: Raw -4729886.022335 + Penalty 3545.287329 = -4726340.735005
  nChanged 1
		SP:Iteration 28Q (13182.680000 sec): 3 clusters
  Score: Raw -4729886.907393 + Penalty 3545.287329 = -4726341.620063
  nChanged 3
		SP:Iteration 29Q (13183.050000 sec): 3 clusters
  Score: Raw -4729888.482593 + Penalty 3545.287329 = -4726343.195264
  nChanged 1
		SP:Iteration 30Q (13183.470000 sec): 3 clusters
  Score: Raw -4729888.669102 + Penalty 3545.287329 = -4726343.381773
  nChanged 1
		SP:Iteration 31Q (13183.850000 sec): 3 clusters
  Score: Raw -4729888.788398 + Penalty 3545.287329 = -4726343.501068
  nChanged 0
		SP:Iteration 32F (13184.260000 sec): 3 clusters
  Score: Raw -4729888.788398 + Penalty 3545.287329 = -4726343.501068
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 27 (147504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13184.950000 sec): 2 clusters
  Score: Raw -12891823.217952 + Penalty 1934.011718 = -12889889.206234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13185.910000 sec): 3 clusters
  Score: Raw -12794929.271662 + Penalty 3868.023436 = -12791061.248226
  nChanged 71212
		SP:Iteration 1F (13186.800000 sec): 3 clusters
  Score: Raw -12836424.276406 + Penalty 3868.023436 = -12832556.252970
  nChanged 4391
		SP:Iteration 2Q (13187.720000 sec): 3 clusters
  Score: Raw -12837351.860786 + Penalty 3868.023436 = -12833483.837350
  nChanged 4646
		SP:Iteration 3Q (13188.610000 sec): 3 clusters
  Score: Raw -12838450.609565 + Penalty 3868.023436 = -12834582.586129
  nChanged 5109
		SP:Iteration 4Q (13189.480000 sec): 3 clusters
  Score: Raw -12839844.835481 + Penalty 3868.023436 = -12835976.812044
  nChanged 5691
		SP:Iteration 5Q (13190.280000 sec): 3 clusters
  Score: Raw -12841766.160006 + Penalty 3868.023436 = -12837898.136570
  nChanged 6754
		SP:Iteration 6Q (13191.190000 sec): 3 clusters
  Score: Raw -12844629.311758 + Penalty 3868.023436 = -12840761.288322
  nChanged 7982
		SP:Iteration 7F (13192.090000 sec): 3 clusters
  Score: Raw -12848811.970780 + Penalty 3868.023436 = -12844943.947344
  nChanged 8925
		SP:Iteration 8F (13192.900000 sec): 3 clusters
  Score: Raw -12854524.807223 + Penalty 3868.023436 = -12850656.783787
  nChanged 9372
		SP:Iteration 9F (13193.740000 sec): 3 clusters
  Score: Raw -12861300.168663 + Penalty 3868.023436 = -12857432.145226
  nChanged 9008
		SP:Iteration 10F (13194.510000 sec): 3 clusters
  Score: Raw -12868395.861418 + Penalty 3868.023436 = -12864527.837982
  nChanged 7725
		SP:Iteration 11F (13195.410000 sec): 3 clusters
  Score: Raw -12874727.064824 + Penalty 3868.023436 = -12870859.041387
  nChanged 6247
		SP:Iteration 12Q (13196.290000 sec): 3 clusters
  Score: Raw -12879852.061253 + Penalty 3868.023436 = -12875984.037817
  nChanged 4704
		SP:Iteration 13Q (13197.120000 sec): 3 clusters
  Score: Raw -12883632.861991 + Penalty 3868.023436 = -12879764.838555
  nChanged 3430
		SP:Iteration 14Q (13197.940000 sec): 3 clusters
  Score: Raw -12886306.364741 + Penalty 3868.023436 = -12882438.341304
  nChanged 2490
		SP:Iteration 15Q (13198.890000 sec): 3 clusters
  Score: Raw -12888192.701349 + Penalty 3868.023436 = -12884324.677912
  nChanged 1772
		SP:Iteration 16Q (13199.760000 sec): 3 clusters
  Score: Raw -12889501.379570 + Penalty 3868.023436 = -12885633.356134
  nChanged 1237
		SP:Iteration 17Q (13200.570000 sec): 3 clusters
  Score: Raw -12890415.244746 + Penalty 3868.023436 = -12886547.221310
  nChanged 832
		SP:Iteration 18Q (13201.480000 sec): 3 clusters
  Score: Raw -12891002.362743 + Penalty 3868.023436 = -12887134.339307
  nChanged 610
		SP:Iteration 19Q (13202.340000 sec): 3 clusters
  Score: Raw -12891426.807870 + Penalty 3868.023436 = -12887558.784434
  nChanged 410
		SP:Iteration 20F (13203.200000 sec): 3 clusters
  Score: Raw -12891693.310391 + Penalty 3868.023436 = -12887825.286955
  nChanged 307
		SP:Iteration 21Q (13204.060000 sec): 3 clusters
  Score: Raw -12891883.403659 + Penalty 3868.023436 = -12888015.380223
  nChanged 212
		SP:Iteration 22Q (13204.920000 sec): 3 clusters
  Score: Raw -12892006.241872 + Penalty 3868.023436 = -12888138.218436
  nChanged 165
		SP:Iteration 23Q (13205.740000 sec): 3 clusters
  Score: Raw -12892086.327227 + Penalty 3868.023436 = -12888218.303791
  nChanged 124
		SP:Iteration 24Q (13206.440000 sec): 3 clusters
  Score: Raw -12892148.153293 + Penalty 3868.023436 = -12888280.129857
  nChanged 93
		SP:Iteration 25Q (13207.220000 sec): 3 clusters
  Score: Raw -12892192.956144 + Penalty 3868.023436 = -12888324.932708
  nChanged 77
		SP:Iteration 26Q (13207.970000 sec): 3 clusters
  Score: Raw -12892220.947368 + Penalty 3868.023436 = -12888352.923931
  nChanged 51
		SP:Iteration 27Q (13208.720000 sec): 3 clusters
  Score: Raw -12892239.452986 + Penalty 3868.023436 = -12888371.429550
  nChanged 52
		SP:Iteration 28Q (13209.600000 sec): 3 clusters
  Score: Raw -12892256.830073 + Penalty 3868.023436 = -12888388.806636
  nChanged 39
		SP:Iteration 29Q (13210.390000 sec): 3 clusters
  Score: Raw -12892273.200424 + Penalty 3868.023436 = -12888405.176988
  nChanged 38
		SP:Iteration 30Q (13211.050000 sec): 3 clusters
  Score: Raw -12892284.484338 + Penalty 3868.023436 = -12888416.460901
  nChanged 32
		SP:Iteration 31Q (13211.730000 sec): 3 clusters
  Score: Raw -12892295.900015 + Penalty 3868.023436 = -12888427.876579
  nChanged 20
		SP:Iteration 32Q (13212.390000 sec): 3 clusters
  Score: Raw -12892301.257729 + Penalty 3868.023436 = -12888433.234293
  nChanged 19
		SP:Iteration 33Q (13213.050000 sec): 3 clusters
  Score: Raw -12892306.047544 + Penalty 3868.023436 = -12888438.024108
  nChanged 10
		SP:Iteration 34Q (13213.650000 sec): 3 clusters
  Score: Raw -12892308.378086 + Penalty 3868.023436 = -12888440.354649
  nChanged 6
		SP:Iteration 35Q (13214.360000 sec): 3 clusters
  Score: Raw -12892310.029209 + Penalty 3868.023436 = -12888442.005772
  nChanged 9
		SP:Iteration 36Q (13215.040000 sec): 3 clusters
  Score: Raw -12892312.407642 + Penalty 3868.023436 = -12888444.384206
  nChanged 4
		SP:Iteration 37Q (13215.720000 sec): 3 clusters
  Score: Raw -12892313.531913 + Penalty 3868.023436 = -12888445.508477
  nChanged 8
		SP:Iteration 38Q (13216.370000 sec): 3 clusters
  Score: Raw -12892314.946633 + Penalty 3868.023436 = -12888446.923197
  nChanged 3
		SP:Iteration 39Q (13217.120000 sec): 3 clusters
  Score: Raw -12892315.565565 + Penalty 3868.023436 = -12888447.542129
  nChanged 1
		SP:Iteration 40F (13217.900000 sec): 3 clusters
  Score: Raw -12892315.786844 + Penalty 3868.023436 = -12888447.763407
  nChanged 2
		SP:Iteration 41Q (13218.640000 sec): 3 clusters
  Score: Raw -12892316.130979 + Penalty 3868.023436 = -12888448.107542
  nChanged 1
		SP:Iteration 42Q (13219.390000 sec): 3 clusters
  Score: Raw -12892316.327395 + Penalty 3868.023436 = -12888448.303959
  nChanged 1
		SP:Iteration 43Q (13220.180000 sec): 3 clusters
  Score: Raw -12892316.468730 + Penalty 3868.023436 = -12888448.445294
  nChanged 1
		SP:Iteration 44Q (13220.900000 sec): 3 clusters
  Score: Raw -12892316.694059 + Penalty 3868.023436 = -12888448.670623
  nChanged 0
		SP:Iteration 45F (13221.720000 sec): 3 clusters
  Score: Raw -12892316.694059 + Penalty 3868.023436 = -12888448.670623
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 28 (6282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13221.910000 sec): 2 clusters
  Score: Raw -524359.202915 + Penalty 1421.134598 = -522938.068317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13222.100000 sec): 3 clusters
  Score: Raw -521065.909698 + Penalty 2842.269196 = -518223.640502
  nChanged 2594
		SP:Iteration 1F (13222.320000 sec): 3 clusters
  Score: Raw -522597.924880 + Penalty 2842.269196 = -519755.655684
  nChanged 459
		SP:Iteration 2F (13222.520000 sec): 3 clusters
  Score: Raw -522892.641450 + Penalty 2842.269196 = -520050.372254
  nChanged 419
		SP:Iteration 3F (13222.710000 sec): 3 clusters
  Score: Raw -523191.636002 + Penalty 2842.269196 = -520349.366806
  nChanged 408
		SP:Iteration 4F (13222.890000 sec): 3 clusters
  Score: Raw -523496.535713 + Penalty 2842.269196 = -520654.266517
  nChanged 415
		SP:Iteration 5F (13223.060000 sec): 3 clusters
  Score: Raw -523795.821152 + Penalty 2842.269196 = -520953.551956
  nChanged 348
		SP:Iteration 6F (13223.270000 sec): 3 clusters
  Score: Raw -524037.699991 + Penalty 2842.269196 = -521195.430794
  nChanged 268
		SP:Iteration 7Q (13223.470000 sec): 3 clusters
  Score: Raw -524226.710152 + Penalty 2842.269196 = -521384.440956
  nChanged 225
		SP:Iteration 8Q (13223.690000 sec): 3 clusters
  Score: Raw -524363.764879 + Penalty 2842.269196 = -521521.495683
  nChanged 154
		SP:Iteration 9Q (13223.850000 sec): 3 clusters
  Score: Raw -524449.042156 + Penalty 2842.269196 = -521606.772960
  nChanged 124
		SP:Iteration 10Q (13224.070000 sec): 3 clusters
  Score: Raw -524509.802929 + Penalty 2842.269196 = -521667.533733
  nChanged 89
		SP:Iteration 11Q (13224.270000 sec): 3 clusters
  Score: Raw -524546.837492 + Penalty 2842.269196 = -521704.568296
  nChanged 55
		SP:Iteration 12Q (13224.460000 sec): 3 clusters
  Score: Raw -524567.094814 + Penalty 2842.269196 = -521724.825618
  nChanged 44
		SP:Iteration 13Q (13224.680000 sec): 3 clusters
  Score: Raw -524589.000722 + Penalty 2842.269196 = -521746.731526
  nChanged 34
		SP:Iteration 14Q (13224.870000 sec): 3 clusters
  Score: Raw -524601.347129 + Penalty 2842.269196 = -521759.077933
  nChanged 26
		SP:Iteration 15Q (13225.060000 sec): 3 clusters
  Score: Raw -524611.513325 + Penalty 2842.269196 = -521769.244129
  nChanged 23
		SP:Iteration 16Q (13225.270000 sec): 3 clusters
  Score: Raw -524619.906757 + Penalty 2842.269196 = -521777.637561
  nChanged 18
		SP:Iteration 17Q (13225.500000 sec): 3 clusters
  Score: Raw -524627.724491 + Penalty 2842.269196 = -521785.455295
  nChanged 13
		SP:Iteration 18Q (13225.700000 sec): 3 clusters
  Score: Raw -524632.182600 + Penalty 2842.269196 = -521789.913404
  nChanged 15
		SP:Iteration 19Q (13225.900000 sec): 3 clusters
  Score: Raw -524636.890903 + Penalty 2842.269196 = -521794.621707
  nChanged 11
		SP:Iteration 20F (13226.080000 sec): 3 clusters
  Score: Raw -524639.922304 + Penalty 2842.269196 = -521797.653108
  nChanged 11
		SP:Iteration 21Q (13226.250000 sec): 3 clusters
  Score: Raw -524643.976115 + Penalty 2842.269196 = -521801.706919
  nChanged 12
		SP:Iteration 22Q (13226.470000 sec): 3 clusters
  Score: Raw -524648.405987 + Penalty 2842.269196 = -521806.136791
  nChanged 12
		SP:Iteration 23Q (13226.640000 sec): 3 clusters
  Score: Raw -524652.809856 + Penalty 2842.269196 = -521810.540660
  nChanged 12
		SP:Iteration 24Q (13226.840000 sec): 3 clusters
  Score: Raw -524657.194449 + Penalty 2842.269196 = -521814.925253
  nChanged 8
		SP:Iteration 25Q (13227.060000 sec): 3 clusters
  Score: Raw -524658.800654 + Penalty 2842.269196 = -521816.531458
  nChanged 3
		SP:Iteration 26Q (13227.220000 sec): 3 clusters
  Score: Raw -524659.589144 + Penalty 2842.269196 = -521817.319948
  nChanged 4
		SP:Iteration 27Q (13227.450000 sec): 3 clusters
  Score: Raw -524660.772882 + Penalty 2842.269196 = -521818.503686
  nChanged 3
		SP:Iteration 28Q (13227.680000 sec): 3 clusters
  Score: Raw -524661.451027 + Penalty 2842.269196 = -521819.181831
  nChanged 1
		SP:Iteration 29Q (13227.840000 sec): 3 clusters
  Score: Raw -524661.630927 + Penalty 2842.269196 = -521819.361731
  nChanged 0
		SP:Iteration 30F (13228.070000 sec): 3 clusters
  Score: Raw -524661.630927 + Penalty 2842.269196 = -521819.361731
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 29 (3474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13228.160000 sec): 2 clusters
  Score: Raw -273664.204605 + Penalty 1324.872566 = -272339.332038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13228.390000 sec): 3 clusters
  Score: Raw -271987.283113 + Penalty 2649.745133 = -269337.537980
  nChanged 1310
		SP:Iteration 1F (13228.560000 sec): 3 clusters
  Score: Raw -272749.201721 + Penalty 2649.745133 = -270099.456588
  nChanged 286
		SP:Iteration 2F (13228.760000 sec): 3 clusters
  Score: Raw -272967.924092 + Penalty 2649.745133 = -270318.178959
  nChanged 207
		SP:Iteration 3F (13228.910000 sec): 3 clusters
  Score: Raw -273129.200120 + Penalty 2649.745133 = -270479.454987
  nChanged 183
		SP:Iteration 4F (13229.140000 sec): 3 clusters
  Score: Raw -273291.230894 + Penalty 2649.745133 = -270641.485762
  nChanged 170
		SP:Iteration 5Q (13229.320000 sec): 3 clusters
  Score: Raw -273457.736424 + Penalty 2649.745133 = -270807.991292
  nChanged 168
		SP:Iteration 6Q (13229.510000 sec): 3 clusters
  Score: Raw -273601.780626 + Penalty 2649.745133 = -270952.035494
  nChanged 150
		SP:Iteration 7Q (13229.740000 sec): 3 clusters
  Score: Raw -273723.814217 + Penalty 2649.745133 = -271074.069085
  nChanged 144
		SP:Iteration 8Q (13229.940000 sec): 3 clusters
  Score: Raw -273854.699193 + Penalty 2649.745133 = -271204.954061
  nChanged 123
		SP:Iteration 9Q (13230.100000 sec): 3 clusters
  Score: Raw -273954.696859 + Penalty 2649.745133 = -271304.951726
  nChanged 103
		SP:Iteration 10Q (13230.270000 sec): 3 clusters
  Score: Raw -274032.087919 + Penalty 2649.745133 = -271382.342786
  nChanged 75
		SP:Iteration 11Q (13230.480000 sec): 3 clusters
  Score: Raw -274082.889913 + Penalty 2649.745133 = -271433.144781
  nChanged 60
		SP:Iteration 12Q (13230.660000 sec): 3 clusters
  Score: Raw -274119.469227 + Penalty 2649.745133 = -271469.724094
  nChanged 56
		SP:Iteration 13Q (13230.830000 sec): 3 clusters
  Score: Raw -274154.199891 + Penalty 2649.745133 = -271504.454758
  nChanged 46
		SP:Iteration 14Q (13231.030000 sec): 3 clusters
  Score: Raw -274185.139264 + Penalty 2649.745133 = -271535.394131
  nChanged 37
		SP:Iteration 15Q (13231.200000 sec): 3 clusters
  Score: Raw -274217.693072 + Penalty 2649.745133 = -271567.947940
  nChanged 39
		SP:Iteration 16Q (13231.370000 sec): 3 clusters
  Score: Raw -274249.552586 + Penalty 2649.745133 = -271599.807453
  nChanged 35
		SP:Iteration 17Q (13231.550000 sec): 3 clusters
  Score: Raw -274280.566124 + Penalty 2649.745133 = -271630.820991
  nChanged 35
		SP:Iteration 18Q (13231.720000 sec): 3 clusters
  Score: Raw -274305.664411 + Penalty 2649.745133 = -271655.919278
  nChanged 31
		SP:Iteration 19Q (13231.960000 sec): 3 clusters
  Score: Raw -274325.893982 + Penalty 2649.745133 = -271676.148850
  nChanged 23
		SP:Iteration 20F (13232.140000 sec): 3 clusters
  Score: Raw -274336.903285 + Penalty 2649.745133 = -271687.158153
  nChanged 16
		SP:Iteration 21Q (13232.320000 sec): 3 clusters
  Score: Raw -274343.915036 + Penalty 2649.745133 = -271694.169904
  nChanged 18
		SP:Iteration 22Q (13232.540000 sec): 3 clusters
  Score: Raw -274351.826030 + Penalty 2649.745133 = -271702.080898
  nChanged 12
		SP:Iteration 23Q (13232.750000 sec): 3 clusters
  Score: Raw -274355.606564 + Penalty 2649.745133 = -271705.861432
  nChanged 7
		SP:Iteration 24Q (13232.930000 sec): 3 clusters
  Score: Raw -274357.549356 + Penalty 2649.745133 = -271707.804223
  nChanged 5
		SP:Iteration 25Q (13233.150000 sec): 3 clusters
  Score: Raw -274359.340919 + Penalty 2649.745133 = -271709.595786
  nChanged 4
		SP:Iteration 26Q (13233.290000 sec): 3 clusters
  Score: Raw -274360.168383 + Penalty 2649.745133 = -271710.423251
  nChanged 0
		SP:Iteration 27F (13233.500000 sec): 3 clusters
  Score: Raw -274360.168383 + Penalty 2649.745133 = -271710.423251
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 30 (4043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13233.620000 sec): 2 clusters
  Score: Raw -346680.878172 + Penalty 1349.520619 = -345331.357553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13233.820000 sec): 3 clusters
  Score: Raw -344631.985352 + Penalty 2699.041238 = -341932.944114
  nChanged 1616
		SP:Iteration 1F (13233.990000 sec): 3 clusters
  Score: Raw -345521.806462 + Penalty 2699.041238 = -342822.765224
  nChanged 278
		SP:Iteration 2F (13234.210000 sec): 3 clusters
  Score: Raw -345672.254757 + Penalty 2699.041238 = -342973.213519
  nChanged 198
		SP:Iteration 3Q (13234.380000 sec): 3 clusters
  Score: Raw -345784.354826 + Penalty 2699.041238 = -343085.313589
  nChanged 162
		SP:Iteration 4Q (13234.560000 sec): 3 clusters
  Score: Raw -345859.012229 + Penalty 2699.041238 = -343159.970991
  nChanged 125
		SP:Iteration 5Q (13234.760000 sec): 3 clusters
  Score: Raw -345912.438097 + Penalty 2699.041238 = -343213.396859
  nChanged 105
		SP:Iteration 6Q (13234.950000 sec): 3 clusters
  Score: Raw -345958.584462 + Penalty 2699.041238 = -343259.543224
  nChanged 93
		SP:Iteration 7Q (13235.150000 sec): 3 clusters
  Score: Raw -346002.890106 + Penalty 2699.041238 = -343303.848868
  nChanged 90
		SP:Iteration 8Q (13235.340000 sec): 3 clusters
  Score: Raw -346038.906374 + Penalty 2699.041238 = -343339.865136
  nChanged 84
		SP:Iteration 9Q (13235.550000 sec): 3 clusters
  Score: Raw -346078.987187 + Penalty 2699.041238 = -343379.945949
  nChanged 78
		SP:Iteration 10Q (13235.750000 sec): 3 clusters
  Score: Raw -346114.560337 + Penalty 2699.041238 = -343415.519099
  nChanged 77
		SP:Iteration 11Q (13235.960000 sec): 3 clusters
  Score: Raw -346148.292049 + Penalty 2699.041238 = -343449.250811
  nChanged 67
		SP:Iteration 12Q (13236.180000 sec): 3 clusters
  Score: Raw -346178.405333 + Penalty 2699.041238 = -343479.364096
  nChanged 68
		SP:Iteration 13Q (13236.370000 sec): 3 clusters
  Score: Raw -346211.130582 + Penalty 2699.041238 = -343512.089344
  nChanged 56
		SP:Iteration 14Q (13236.570000 sec): 3 clusters
  Score: Raw -346233.875968 + Penalty 2699.041238 = -343534.834730
  nChanged 61
		SP:Iteration 15Q (13236.750000 sec): 3 clusters
  Score: Raw -346261.359528 + Penalty 2699.041238 = -343562.318290
  nChanged 75
		SP:Iteration 16Q (13236.960000 sec): 3 clusters
  Score: Raw -346298.365175 + Penalty 2699.041238 = -343599.323938
  nChanged 83
		SP:Iteration 17Q (13237.180000 sec): 3 clusters
  Score: Raw -346350.003467 + Penalty 2699.041238 = -343650.962229
  nChanged 91
		SP:Iteration 18Q (13237.370000 sec): 3 clusters
  Score: Raw -346409.617321 + Penalty 2699.041238 = -343710.576084
  nChanged 94
		SP:Iteration 19Q (13237.580000 sec): 3 clusters
  Score: Raw -346470.701899 + Penalty 2699.041238 = -343771.660662
  nChanged 86
		SP:Iteration 20F (13237.770000 sec): 3 clusters
  Score: Raw -346519.445132 + Penalty 2699.041238 = -343820.403895
  nChanged 72
		SP:Iteration 21Q (13237.930000 sec): 3 clusters
  Score: Raw -346564.800152 + Penalty 2699.041238 = -343865.758914
  nChanged 57
		SP:Iteration 22Q (13238.180000 sec): 3 clusters
  Score: Raw -346602.447248 + Penalty 2699.041238 = -343903.406011
  nChanged 62
		SP:Iteration 23Q (13238.400000 sec): 3 clusters
  Score: Raw -346638.202885 + Penalty 2699.041238 = -343939.161647
  nChanged 44
		SP:Iteration 24Q (13238.580000 sec): 3 clusters
  Score: Raw -346660.396324 + Penalty 2699.041238 = -343961.355087
  nChanged 31
		SP:Iteration 25Q (13238.790000 sec): 3 clusters
  Score: Raw -346676.980478 + Penalty 2699.041238 = -343977.939241
  nChanged 32
		SP:Iteration 26Q (13238.990000 sec): 3 clusters
  Score: Raw -346692.725309 + Penalty 2699.041238 = -343993.684072
  nChanged 21
		SP:Iteration 27Q (13239.170000 sec): 3 clusters
  Score: Raw -346702.935278 + Penalty 2699.041238 = -344003.894040
  nChanged 19
		SP:Iteration 28Q (13239.370000 sec): 3 clusters
  Score: Raw -346714.709941 + Penalty 2699.041238 = -344015.668703
  nChanged 19
		SP:Iteration 29Q (13239.580000 sec): 3 clusters
  Score: Raw -346726.392697 + Penalty 2699.041238 = -344027.351460
  nChanged 20
		SP:Iteration 30Q (13239.780000 sec): 3 clusters
  Score: Raw -346737.881515 + Penalty 2699.041238 = -344038.840277
  nChanged 11
		SP:Iteration 31Q (13239.950000 sec): 3 clusters
  Score: Raw -346742.604029 + Penalty 2699.041238 = -344043.562792
  nChanged 5
		SP:Iteration 32Q (13240.140000 sec): 3 clusters
  Score: Raw -346744.420150 + Penalty 2699.041238 = -344045.378912
  nChanged 10
		SP:Iteration 33Q (13240.360000 sec): 3 clusters
  Score: Raw -346749.006564 + Penalty 2699.041238 = -344049.965326
  nChanged 9
		SP:Iteration 34Q (13240.530000 sec): 3 clusters
  Score: Raw -346752.897046 + Penalty 2699.041238 = -344053.855809
  nChanged 14
		SP:Iteration 35Q (13240.730000 sec): 3 clusters
  Score: Raw -346758.510457 + Penalty 2699.041238 = -344059.469220
  nChanged 11
		SP:Iteration 36Q (13240.920000 sec): 3 clusters
  Score: Raw -346763.123458 + Penalty 2699.041238 = -344064.082220
  nChanged 7
		SP:Iteration 37Q (13241.100000 sec): 3 clusters
  Score: Raw -346765.251282 + Penalty 2699.041238 = -344066.210045
  nChanged 7
		SP:Iteration 38Q (13241.300000 sec): 3 clusters
  Score: Raw -346768.217952 + Penalty 2699.041238 = -344069.176715
  nChanged 8
		SP:Iteration 39Q (13241.530000 sec): 3 clusters
  Score: Raw -346774.420204 + Penalty 2699.041238 = -344075.378966
  nChanged 12
		SP:Iteration 40F (13241.700000 sec): 3 clusters
  Score: Raw -346779.907214 + Penalty 2699.041238 = -344080.865976
  nChanged 13
		SP:Iteration 41Q (13241.870000 sec): 3 clusters
  Score: Raw -346785.844386 + Penalty 2699.041238 = -344086.803149
  nChanged 9
		SP:Iteration 42Q (13242.120000 sec): 3 clusters
  Score: Raw -346790.093672 + Penalty 2699.041238 = -344091.052434
  nChanged 10
		SP:Iteration 43Q (13242.260000 sec): 3 clusters
  Score: Raw -346795.284758 + Penalty 2699.041238 = -344096.243520
  nChanged 14
		SP:Iteration 44Q (13242.420000 sec): 3 clusters
  Score: Raw -346802.238287 + Penalty 2699.041238 = -344103.197049
  nChanged 9
		SP:Iteration 45Q (13242.640000 sec): 3 clusters
  Score: Raw -346808.608463 + Penalty 2699.041238 = -344109.567225
  nChanged 12
		SP:Iteration 46Q (13242.850000 sec): 3 clusters
  Score: Raw -346815.112357 + Penalty 2699.041238 = -344116.071119
  nChanged 8
		SP:Iteration 47Q (13243.050000 sec): 3 clusters
  Score: Raw -346820.481156 + Penalty 2699.041238 = -344121.439919
  nChanged 6
		SP:Iteration 48Q (13243.290000 sec): 3 clusters
  Score: Raw -346824.725882 + Penalty 2699.041238 = -344125.684644
  nChanged 5
		SP:Iteration 49Q (13243.460000 sec): 3 clusters
  Score: Raw -346827.388961 + Penalty 2699.041238 = -344128.347724
  nChanged 3
		SP:Iteration 50Q (13243.640000 sec): 3 clusters
  Score: Raw -346830.415694 + Penalty 2699.041238 = -344131.374456
  nChanged 7
		SP:Iteration 51Q (13243.890000 sec): 3 clusters
  Score: Raw -346835.905392 + Penalty 2699.041238 = -344136.864154
  nChanged 6
		SP:Iteration 52Q (13244.130000 sec): 3 clusters
  Score: Raw -346838.683373 + Penalty 2699.041238 = -344139.642136
  nChanged 4
		SP:Iteration 53Q (13244.350000 sec): 3 clusters
  Score: Raw -346841.241316 + Penalty 2699.041238 = -344142.200078
  nChanged 6
		SP:Iteration 54Q (13244.540000 sec): 3 clusters
  Score: Raw -346844.782412 + Penalty 2699.041238 = -344145.741175
  nChanged 2
		SP:Iteration 55Q (13244.740000 sec): 3 clusters
  Score: Raw -346847.487474 + Penalty 2699.041238 = -344148.446237
  nChanged 7
		SP:Iteration 56Q (13244.930000 sec): 3 clusters
  Score: Raw -346851.511746 + Penalty 2699.041238 = -344152.470509
  nChanged 5
		SP:Iteration 57Q (13245.130000 sec): 3 clusters
  Score: Raw -346853.445221 + Penalty 2699.041238 = -344154.403983
  nChanged 3
		SP:Iteration 58Q (13245.330000 sec): 3 clusters
  Score: Raw -346855.056494 + Penalty 2699.041238 = -344156.015256
  nChanged 4
		SP:Iteration 59Q (13245.510000 sec): 3 clusters
  Score: Raw -346857.633584 + Penalty 2699.041238 = -344158.592347
  nChanged 5
		SP:Iteration 60F (13245.700000 sec): 3 clusters
  Score: Raw -346862.464791 + Penalty 2699.041238 = -344163.423553
  nChanged 5
		SP:Iteration 61Q (13245.900000 sec): 3 clusters
  Score: Raw -346865.592082 + Penalty 2699.041238 = -344166.550844
  nChanged 4
		SP:Iteration 62Q (13246.120000 sec): 3 clusters
  Score: Raw -346868.487967 + Penalty 2699.041238 = -344169.446730
  nChanged 5
		SP:Iteration 63Q (13246.270000 sec): 3 clusters
  Score: Raw -346870.835433 + Penalty 2699.041238 = -344171.794196
  nChanged 1
		SP:Iteration 64Q (13246.460000 sec): 3 clusters
  Score: Raw -346871.377883 + Penalty 2699.041238 = -344172.336645
  nChanged 2
		SP:Iteration 65Q (13246.650000 sec): 3 clusters
  Score: Raw -346872.532506 + Penalty 2699.041238 = -344173.491268
  nChanged 2
		SP:Iteration 66Q (13246.840000 sec): 3 clusters
  Score: Raw -346873.355211 + Penalty 2699.041238 = -344174.313973
  nChanged 2
		SP:Iteration 67Q (13247.000000 sec): 3 clusters
  Score: Raw -346874.540726 + Penalty 2699.041238 = -344175.499488
  nChanged 0
		SP:Iteration 68F (13247.190000 sec): 3 clusters
  Score: Raw -346874.540726 + Penalty 2699.041238 = -344175.499488
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 31 (6812 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13247.360000 sec): 2 clusters
  Score: Raw -543421.659811 + Penalty 1434.296669 = -541987.363141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13247.560000 sec): 3 clusters
  Score: Raw -539720.892471 + Penalty 2868.593339 = -536852.299132
  nChanged 2799
		SP:Iteration 1F (13247.740000 sec): 3 clusters
  Score: Raw -541337.185713 + Penalty 2868.593339 = -538468.592375
  nChanged 542
		SP:Iteration 2F (13247.980000 sec): 3 clusters
  Score: Raw -541705.278329 + Penalty 2868.593339 = -538836.684990
  nChanged 466
		SP:Iteration 3F (13248.160000 sec): 3 clusters
  Score: Raw -542029.680675 + Penalty 2868.593339 = -539161.087336
  nChanged 417
		SP:Iteration 4F (13248.360000 sec): 3 clusters
  Score: Raw -542298.410064 + Penalty 2868.593339 = -539429.816725
  nChanged 360
		SP:Iteration 5F (13248.590000 sec): 3 clusters
  Score: Raw -542542.564194 + Penalty 2868.593339 = -539673.970856
  nChanged 347
		SP:Iteration 6F (13248.810000 sec): 3 clusters
  Score: Raw -542797.669017 + Penalty 2868.593339 = -539929.075678
  nChanged 330
		SP:Iteration 7Q (13249.020000 sec): 3 clusters
  Score: Raw -543022.067659 + Penalty 2868.593339 = -540153.474320
  nChanged 289
		SP:Iteration 8Q (13249.250000 sec): 3 clusters
  Score: Raw -543195.946753 + Penalty 2868.593339 = -540327.353414
  nChanged 247
		SP:Iteration 9Q (13249.440000 sec): 3 clusters
  Score: Raw -543349.819137 + Penalty 2868.593339 = -540481.225798
  nChanged 221
		SP:Iteration 10Q (13249.600000 sec): 3 clusters
  Score: Raw -543469.534769 + Penalty 2868.593339 = -540600.941431
  nChanged 179
		SP:Iteration 11Q (13249.800000 sec): 3 clusters
  Score: Raw -543549.523271 + Penalty 2868.593339 = -540680.929932
  nChanged 131
		SP:Iteration 12Q (13249.960000 sec): 3 clusters
  Score: Raw -543604.859552 + Penalty 2868.593339 = -540736.266213
  nChanged 100
		SP:Iteration 13Q (13250.180000 sec): 3 clusters
  Score: Raw -543645.984097 + Penalty 2868.593339 = -540777.390759
  nChanged 97
		SP:Iteration 14Q (13250.370000 sec): 3 clusters
  Score: Raw -543677.992709 + Penalty 2868.593339 = -540809.399370
  nChanged 64
		SP:Iteration 15Q (13250.560000 sec): 3 clusters
  Score: Raw -543693.334276 + Penalty 2868.593339 = -540824.740937
  nChanged 46
		SP:Iteration 16Q (13250.740000 sec): 3 clusters
  Score: Raw -543703.892296 + Penalty 2868.593339 = -540835.298957
  nChanged 44
		SP:Iteration 17Q (13250.960000 sec): 3 clusters
  Score: Raw -543715.098961 + Penalty 2868.593339 = -540846.505622
  nChanged 37
		SP:Iteration 18Q (13251.160000 sec): 3 clusters
  Score: Raw -543729.099087 + Penalty 2868.593339 = -540860.505749
  nChanged 35
		SP:Iteration 19Q (13251.330000 sec): 3 clusters
  Score: Raw -543742.511976 + Penalty 2868.593339 = -540873.918638
  nChanged 47
		SP:Iteration 20F (13251.550000 sec): 3 clusters
  Score: Raw -543771.167314 + Penalty 2868.593339 = -540902.573976
  nChanged 56
		SP:Iteration 21Q (13251.700000 sec): 3 clusters
  Score: Raw -543803.236919 + Penalty 2868.593339 = -540934.643581
  nChanged 66
		SP:Iteration 22Q (13251.930000 sec): 3 clusters
  Score: Raw -543841.207408 + Penalty 2868.593339 = -540972.614069
  nChanged 55
		SP:Iteration 23Q (13252.110000 sec): 3 clusters
  Score: Raw -543869.982356 + Penalty 2868.593339 = -541001.389017
  nChanged 48
		SP:Iteration 24Q (13252.340000 sec): 3 clusters
  Score: Raw -543888.948422 + Penalty 2868.593339 = -541020.355083
  nChanged 55
		SP:Iteration 25Q (13252.520000 sec): 3 clusters
  Score: Raw -543903.094401 + Penalty 2868.593339 = -541034.501062
  nChanged 29
		SP:Iteration 26Q (13252.700000 sec): 3 clusters
  Score: Raw -543911.761234 + Penalty 2868.593339 = -541043.167895
  nChanged 28
		SP:Iteration 27Q (13252.880000 sec): 3 clusters
  Score: Raw -543918.105862 + Penalty 2868.593339 = -541049.512524
  nChanged 25
		SP:Iteration 28Q (13253.080000 sec): 3 clusters
  Score: Raw -543922.645893 + Penalty 2868.593339 = -541054.052554
  nChanged 21
		SP:Iteration 29Q (13253.260000 sec): 3 clusters
  Score: Raw -543926.759228 + Penalty 2868.593339 = -541058.165889
  nChanged 18
		SP:Iteration 30Q (13253.460000 sec): 3 clusters
  Score: Raw -543929.955507 + Penalty 2868.593339 = -541061.362168
  nChanged 12
		SP:Iteration 31Q (13253.650000 sec): 3 clusters
  Score: Raw -543931.750245 + Penalty 2868.593339 = -541063.156907
  nChanged 10
		SP:Iteration 32Q (13253.840000 sec): 3 clusters
  Score: Raw -543933.663000 + Penalty 2868.593339 = -541065.069662
  nChanged 4
		SP:Iteration 33Q (13253.970000 sec): 3 clusters
  Score: Raw -543934.475765 + Penalty 2868.593339 = -541065.882427
  nChanged 6
		SP:Iteration 34Q (13254.140000 sec): 3 clusters
  Score: Raw -543935.406246 + Penalty 2868.593339 = -541066.812908
  nChanged 3
		SP:Iteration 35Q (13254.360000 sec): 3 clusters
  Score: Raw -543936.123732 + Penalty 2868.593339 = -541067.530394
  nChanged 5
		SP:Iteration 36Q (13254.580000 sec): 3 clusters
  Score: Raw -543936.690099 + Penalty 2868.593339 = -541068.096761
  nChanged 1
		SP:Iteration 37Q (13254.780000 sec): 3 clusters
  Score: Raw -543936.809724 + Penalty 2868.593339 = -541068.216385
  nChanged 0
		SP:Iteration 38F (13255.000000 sec): 3 clusters
  Score: Raw -543936.809724 + Penalty 2868.593339 = -541068.216385
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 32 (31740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13255.210000 sec): 2 clusters
  Score: Raw -2676522.645603 + Penalty 1684.366612 = -2674838.278992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13255.530000 sec): 3 clusters
  Score: Raw -2656866.565501 + Penalty 3368.733223 = -2653497.832278
  nChanged 14595
		SP:Iteration 1F (13255.840000 sec): 3 clusters
  Score: Raw -2665087.320405 + Penalty 3368.733223 = -2661718.587182
  nChanged 1372
		SP:Iteration 2Q (13256.160000 sec): 3 clusters
  Score: Raw -2665493.015035 + Penalty 3368.733223 = -2662124.281812
  nChanged 1289
		SP:Iteration 3Q (13256.470000 sec): 3 clusters
  Score: Raw -2665901.495720 + Penalty 3368.733223 = -2662532.762497
  nChanged 1356
		SP:Iteration 4Q (13256.770000 sec): 3 clusters
  Score: Raw -2666409.331228 + Penalty 3368.733223 = -2663040.598005
  nChanged 1510
		SP:Iteration 5Q (13257.110000 sec): 3 clusters
  Score: Raw -2667124.222019 + Penalty 3368.733223 = -2663755.488796
  nChanged 1850
		SP:Iteration 6F (13257.470000 sec): 3 clusters
  Score: Raw -2668230.122276 + Penalty 3368.733223 = -2664861.389053
  nChanged 2130
		SP:Iteration 7F (13257.790000 sec): 3 clusters
  Score: Raw -2669810.634401 + Penalty 3368.733223 = -2666441.901178
  nChanged 2237
		SP:Iteration 8F (13258.130000 sec): 3 clusters
  Score: Raw -2671713.192414 + Penalty 3368.733223 = -2668344.459191
  nChanged 2003
		SP:Iteration 9F (13258.400000 sec): 3 clusters
  Score: Raw -2673568.759047 + Penalty 3368.733223 = -2670200.025824
  nChanged 1443
		SP:Iteration 10Q (13258.730000 sec): 3 clusters
  Score: Raw -2674924.027108 + Penalty 3368.733223 = -2671555.293885
  nChanged 914
		SP:Iteration 11Q (13259.090000 sec): 3 clusters
  Score: Raw -2675778.950325 + Penalty 3368.733223 = -2672410.217102
  nChanged 498
		SP:Iteration 12Q (13259.350000 sec): 3 clusters
  Score: Raw -2676259.373985 + Penalty 3368.733223 = -2672890.640762
  nChanged 255
		SP:Iteration 13Q (13259.650000 sec): 3 clusters
  Score: Raw -2676493.410515 + Penalty 3368.733223 = -2673124.677292
  nChanged 148
		SP:Iteration 14Q (13259.940000 sec): 3 clusters
  Score: Raw -2676629.800762 + Penalty 3368.733223 = -2673261.067539
  nChanged 91
		SP:Iteration 15Q (13260.240000 sec): 3 clusters
  Score: Raw -2676715.930929 + Penalty 3368.733223 = -2673347.197706
  nChanged 46
		SP:Iteration 16Q (13260.540000 sec): 3 clusters
  Score: Raw -2676757.701966 + Penalty 3368.733223 = -2673388.968743
  nChanged 24
		SP:Iteration 17Q (13260.940000 sec): 3 clusters
  Score: Raw -2676778.313171 + Penalty 3368.733223 = -2673409.579948
  nChanged 19
		SP:Iteration 18Q (13261.230000 sec): 3 clusters
  Score: Raw -2676792.112479 + Penalty 3368.733223 = -2673423.379256
  nChanged 12
		SP:Iteration 19Q (13261.550000 sec): 3 clusters
  Score: Raw -2676799.394107 + Penalty 3368.733223 = -2673430.660884
  nChanged 4
		SP:Iteration 20F (13261.850000 sec): 3 clusters
  Score: Raw -2676803.150306 + Penalty 3368.733223 = -2673434.417082
  nChanged 2
		SP:Iteration 21Q (13262.180000 sec): 3 clusters
  Score: Raw -2676803.898637 + Penalty 3368.733223 = -2673435.165414
  nChanged 0
		SP:Iteration 22F (13262.480000 sec): 3 clusters
  Score: Raw -2676803.898637 + Penalty 3368.733223 = -2673435.165414
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 33 (3556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13262.570000 sec): 2 clusters
  Score: Raw -254361.023786 + Penalty 1328.663634 = -253032.360152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13262.780000 sec): 3 clusters
  Score: Raw -252673.505983 + Penalty 2657.327269 = -250016.178714
  nChanged 1366
		SP:Iteration 1F (13262.940000 sec): 3 clusters
  Score: Raw -253633.208875 + Penalty 2657.327269 = -250975.881606
  nChanged 364
		SP:Iteration 2F (13263.150000 sec): 3 clusters
  Score: Raw -254030.203938 + Penalty 2657.327269 = -251372.876669
  nChanged 306
		SP:Iteration 3F (13263.380000 sec): 3 clusters
  Score: Raw -254352.295326 + Penalty 2657.327269 = -251694.968057
  nChanged 215
		SP:Iteration 4F (13263.530000 sec): 3 clusters
  Score: Raw -254528.435944 + Penalty 2657.327269 = -251871.108675
  nChanged 142
		SP:Iteration 5Q (13263.690000 sec): 3 clusters
  Score: Raw -254634.801302 + Penalty 2657.327269 = -251977.474033
  nChanged 116
		SP:Iteration 6Q (13263.930000 sec): 3 clusters
  Score: Raw -254711.728538 + Penalty 2657.327269 = -252054.401269
  nChanged 109
		SP:Iteration 7Q (13264.110000 sec): 3 clusters
  Score: Raw -254785.196229 + Penalty 2657.327269 = -252127.868960
  nChanged 92
		SP:Iteration 8Q (13264.320000 sec): 3 clusters
  Score: Raw -254842.453506 + Penalty 2657.327269 = -252185.126237
  nChanged 84
		SP:Iteration 9Q (13264.490000 sec): 3 clusters
  Score: Raw -254890.712325 + Penalty 2657.327269 = -252233.385056
  nChanged 55
		SP:Iteration 10Q (13264.660000 sec): 3 clusters
  Score: Raw -254914.350869 + Penalty 2657.327269 = -252257.023600
  nChanged 39
		SP:Iteration 11Q (13264.900000 sec): 3 clusters
  Score: Raw -254927.257819 + Penalty 2657.327269 = -252269.930550
  nChanged 20
		SP:Iteration 12Q (13265.120000 sec): 3 clusters
  Score: Raw -254934.822359 + Penalty 2657.327269 = -252277.495090
  nChanged 19
		SP:Iteration 13Q (13265.330000 sec): 3 clusters
  Score: Raw -254941.600388 + Penalty 2657.327269 = -252284.273119
  nChanged 11
		SP:Iteration 14Q (13265.470000 sec): 3 clusters
  Score: Raw -254944.101394 + Penalty 2657.327269 = -252286.774125
  nChanged 5
		SP:Iteration 15Q (13265.640000 sec): 3 clusters
  Score: Raw -254945.644579 + Penalty 2657.327269 = -252288.317310
  nChanged 6
		SP:Iteration 16Q (13265.820000 sec): 3 clusters
  Score: Raw -254946.677170 + Penalty 2657.327269 = -252289.349901
  nChanged 4
		SP:Iteration 17Q (13266.040000 sec): 3 clusters
  Score: Raw -254947.814522 + Penalty 2657.327269 = -252290.487253
  nChanged 4
		SP:Iteration 18Q (13266.240000 sec): 3 clusters
  Score: Raw -254949.244189 + Penalty 2657.327269 = -252291.916920
  nChanged 4
		SP:Iteration 19Q (13266.410000 sec): 3 clusters
  Score: Raw -254953.323441 + Penalty 2657.327269 = -252295.996172
  nChanged 8
		SP:Iteration 20F (13266.600000 sec): 3 clusters
  Score: Raw -254957.051840 + Penalty 2657.327269 = -252299.724571
  nChanged 9
		SP:Iteration 21Q (13266.810000 sec): 3 clusters
  Score: Raw -254959.881445 + Penalty 2657.327269 = -252302.554176
  nChanged 6
		SP:Iteration 22Q (13266.950000 sec): 3 clusters
  Score: Raw -254962.054267 + Penalty 2657.327269 = -252304.726998
  nChanged 7
		SP:Iteration 23Q (13267.090000 sec): 3 clusters
  Score: Raw -254964.010345 + Penalty 2657.327269 = -252306.683076
  nChanged 9
		SP:Iteration 24Q (13267.260000 sec): 3 clusters
  Score: Raw -254966.571701 + Penalty 2657.327269 = -252309.244432
  nChanged 7
		SP:Iteration 25Q (13267.460000 sec): 3 clusters
  Score: Raw -254967.808392 + Penalty 2657.327269 = -252310.481123
  nChanged 4
		SP:Iteration 26Q (13267.640000 sec): 3 clusters
  Score: Raw -254969.242103 + Penalty 2657.327269 = -252311.914834
  nChanged 2
		SP:Iteration 27Q (13267.800000 sec): 3 clusters
  Score: Raw -254970.375375 + Penalty 2657.327269 = -252313.048106
  nChanged 2
		SP:Iteration 28Q (13267.990000 sec): 3 clusters
  Score: Raw -254971.227660 + Penalty 2657.327269 = -252313.900391
  nChanged 4
		SP:Iteration 29Q (13268.170000 sec): 3 clusters
  Score: Raw -254972.125296 + Penalty 2657.327269 = -252314.798027
  nChanged 3
		SP:Iteration 30Q (13268.360000 sec): 3 clusters
  Score: Raw -254972.919380 + Penalty 2657.327269 = -252315.592111
  nChanged 3
		SP:Iteration 31Q (13268.580000 sec): 3 clusters
  Score: Raw -254973.250269 + Penalty 2657.327269 = -252315.923000
  nChanged 5
		SP:Iteration 32Q (13268.760000 sec): 3 clusters
  Score: Raw -254975.443789 + Penalty 2657.327269 = -252318.116520
  nChanged 6
		SP:Iteration 33Q (13268.950000 sec): 3 clusters
  Score: Raw -254976.827148 + Penalty 2657.327269 = -252319.499879
  nChanged 8
		SP:Iteration 34Q (13269.180000 sec): 3 clusters
  Score: Raw -254979.688180 + Penalty 2657.327269 = -252322.360911
  nChanged 9
		SP:Iteration 35Q (13269.330000 sec): 3 clusters
  Score: Raw -254982.227550 + Penalty 2657.327269 = -252324.900281
  nChanged 6
		SP:Iteration 36Q (13269.540000 sec): 3 clusters
  Score: Raw -254983.860426 + Penalty 2657.327269 = -252326.533157
  nChanged 9
		SP:Iteration 37Q (13269.730000 sec): 3 clusters
  Score: Raw -254986.351865 + Penalty 2657.327269 = -252329.024596
  nChanged 8
		SP:Iteration 38Q (13269.960000 sec): 3 clusters
  Score: Raw -254988.351719 + Penalty 2657.327269 = -252331.024451
  nChanged 9
		SP:Iteration 39Q (13270.200000 sec): 3 clusters
  Score: Raw -254992.003079 + Penalty 2657.327269 = -252334.675810
  nChanged 16
		SP:Iteration 40F (13270.400000 sec): 3 clusters
  Score: Raw -254998.782413 + Penalty 2657.327269 = -252341.455144
  nChanged 18
		SP:Iteration 41Q (13270.600000 sec): 3 clusters
  Score: Raw -255007.649100 + Penalty 2657.327269 = -252350.321831
  nChanged 20
		SP:Iteration 42Q (13270.800000 sec): 3 clusters
  Score: Raw -255013.460542 + Penalty 2657.327269 = -252356.133273
  nChanged 12
		SP:Iteration 43Q (13271.020000 sec): 3 clusters
  Score: Raw -255017.930070 + Penalty 2657.327269 = -252360.602801
  nChanged 13
		SP:Iteration 44Q (13271.220000 sec): 3 clusters
  Score: Raw -255021.648531 + Penalty 2657.327269 = -252364.321262
  nChanged 19
		SP:Iteration 45Q (13271.410000 sec): 3 clusters
  Score: Raw -255029.677366 + Penalty 2657.327269 = -252372.350097
  nChanged 17
		SP:Iteration 46Q (13271.620000 sec): 3 clusters
  Score: Raw -255035.134702 + Penalty 2657.327269 = -252377.807433
  nChanged 12
		SP:Iteration 47Q (13271.800000 sec): 3 clusters
  Score: Raw -255043.633756 + Penalty 2657.327269 = -252386.306487
  nChanged 10
		SP:Iteration 48Q (13272.040000 sec): 3 clusters
  Score: Raw -255050.285407 + Penalty 2657.327269 = -252392.958138
  nChanged 9
		SP:Iteration 49Q (13272.190000 sec): 3 clusters
  Score: Raw -255053.482174 + Penalty 2657.327269 = -252396.154905
  nChanged 9
		SP:Iteration 50Q (13272.420000 sec): 3 clusters
  Score: Raw -255058.601798 + Penalty 2657.327269 = -252401.274530
  nChanged 10
		SP:Iteration 51Q (13272.580000 sec): 3 clusters
  Score: Raw -255061.947266 + Penalty 2657.327269 = -252404.619997
  nChanged 11
		SP:Iteration 52Q (13272.780000 sec): 3 clusters
  Score: Raw -255067.212477 + Penalty 2657.327269 = -252409.885209
  nChanged 11
		SP:Iteration 53Q (13272.990000 sec): 3 clusters
  Score: Raw -255075.325629 + Penalty 2657.327269 = -252417.998360
  nChanged 19
		SP:Iteration 54Q (13273.160000 sec): 3 clusters
  Score: Raw -255087.524461 + Penalty 2657.327269 = -252430.197192
  nChanged 23
		SP:Iteration 55Q (13273.340000 sec): 3 clusters
  Score: Raw -255099.386157 + Penalty 2657.327269 = -252442.058888
  nChanged 33
		SP:Iteration 56Q (13273.550000 sec): 3 clusters
  Score: Raw -255111.073519 + Penalty 2657.327269 = -252453.746251
  nChanged 23
		SP:Iteration 57Q (13273.730000 sec): 3 clusters
  Score: Raw -255122.235878 + Penalty 2657.327269 = -252464.908609
  nChanged 29
		SP:Iteration 58Q (13273.910000 sec): 3 clusters
  Score: Raw -255137.324364 + Penalty 2657.327269 = -252479.997095
  nChanged 31
		SP:Iteration 59Q (13274.140000 sec): 3 clusters
  Score: Raw -255152.556149 + Penalty 2657.327269 = -252495.228880
  nChanged 27
		SP:Iteration 60F (13274.350000 sec): 3 clusters
  Score: Raw -255167.098105 + Penalty 2657.327269 = -252509.770836
  nChanged 30
		SP:Iteration 61Q (13274.510000 sec): 3 clusters
  Score: Raw -255186.431894 + Penalty 2657.327269 = -252529.104625
  nChanged 31
		SP:Iteration 62Q (13274.730000 sec): 3 clusters
  Score: Raw -255199.993761 + Penalty 2657.327269 = -252542.666493
  nChanged 26
		SP:Iteration 63Q (13274.880000 sec): 3 clusters
  Score: Raw -255211.782197 + Penalty 2657.327269 = -252554.454928
  nChanged 17
		SP:Iteration 64Q (13275.090000 sec): 3 clusters
  Score: Raw -255218.044612 + Penalty 2657.327269 = -252560.717343
  nChanged 12
		SP:Iteration 65Q (13275.250000 sec): 3 clusters
  Score: Raw -255221.358848 + Penalty 2657.327269 = -252564.031579
  nChanged 12
		SP:Iteration 66Q (13275.440000 sec): 3 clusters
  Score: Raw -255226.077842 + Penalty 2657.327269 = -252568.750573
  nChanged 18
		SP:Iteration 67Q (13275.660000 sec): 3 clusters
  Score: Raw -255235.424116 + Penalty 2657.327269 = -252578.096847
  nChanged 24
		SP:Iteration 68Q (13275.810000 sec): 3 clusters
  Score: Raw -255244.383205 + Penalty 2657.327269 = -252587.055936
  nChanged 22
		SP:Iteration 69Q (13276.020000 sec): 3 clusters
  Score: Raw -255251.910869 + Penalty 2657.327269 = -252594.583600
  nChanged 22
		SP:Iteration 70Q (13276.180000 sec): 3 clusters
  Score: Raw -255259.409126 + Penalty 2657.327269 = -252602.081857
  nChanged 24
		SP:Iteration 71Q (13276.370000 sec): 3 clusters
  Score: Raw -255266.536164 + Penalty 2657.327269 = -252609.208895
  nChanged 24
		SP:Iteration 72Q (13276.590000 sec): 3 clusters
  Score: Raw -255272.628842 + Penalty 2657.327269 = -252615.301573
  nChanged 7
		SP:Iteration 73Q (13276.780000 sec): 3 clusters
  Score: Raw -255274.481698 + Penalty 2657.327269 = -252617.154429
  nChanged 8
		SP:Iteration 74Q (13276.950000 sec): 3 clusters
  Score: Raw -255276.412991 + Penalty 2657.327269 = -252619.085722
  nChanged 11
		SP:Iteration 75Q (13277.110000 sec): 3 clusters
  Score: Raw -255279.956568 + Penalty 2657.327269 = -252622.629299
  nChanged 14
		SP:Iteration 76Q (13277.260000 sec): 3 clusters
  Score: Raw -255284.980164 + Penalty 2657.327269 = -252627.652895
  nChanged 13
		SP:Iteration 77Q (13277.400000 sec): 3 clusters
  Score: Raw -255290.325755 + Penalty 2657.327269 = -252632.998486
  nChanged 11
		SP:Iteration 78Q (13277.600000 sec): 3 clusters
  Score: Raw -255295.146007 + Penalty 2657.327269 = -252637.818738
  nChanged 14
		SP:Iteration 79Q (13277.760000 sec): 3 clusters
  Score: Raw -255301.008840 + Penalty 2657.327269 = -252643.681571
  nChanged 14
		SP:Iteration 80F (13277.940000 sec): 3 clusters
  Score: Raw -255304.927466 + Penalty 2657.327269 = -252647.600197
  nChanged 8
		SP:Iteration 81Q (13278.160000 sec): 3 clusters
  Score: Raw -255307.420360 + Penalty 2657.327269 = -252650.093091
  nChanged 6
		SP:Iteration 82Q (13278.340000 sec): 3 clusters
  Score: Raw -255309.274821 + Penalty 2657.327269 = -252651.947552
  nChanged 3
		SP:Iteration 83Q (13278.520000 sec): 3 clusters
  Score: Raw -255310.112818 + Penalty 2657.327269 = -252652.785549
  nChanged 4
		SP:Iteration 84Q (13278.680000 sec): 3 clusters
  Score: Raw -255310.667046 + Penalty 2657.327269 = -252653.339777
  nChanged 0
		SP:Iteration 85F (13278.880000 sec): 3 clusters
  Score: Raw -255310.667046 + Penalty 2657.327269 = -252653.339777
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 34 (23375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13279.060000 sec): 2 clusters
  Score: Raw -1978351.501361 + Penalty 1634.656133 = -1976716.845228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13279.340000 sec): 3 clusters
  Score: Raw -1964014.793092 + Penalty 3269.312265 = -1960745.480827
  nChanged 10740
		SP:Iteration 1F (13279.610000 sec): 3 clusters
  Score: Raw -1969972.474752 + Penalty 3269.312265 = -1966703.162487
  nChanged 1244
		SP:Iteration 2F (13279.860000 sec): 3 clusters
  Score: Raw -1970577.156956 + Penalty 3269.312265 = -1967307.844691
  nChanged 1370
		SP:Iteration 3F (13280.170000 sec): 3 clusters
  Score: Raw -1971444.495423 + Penalty 3269.312265 = -1968175.183158
  nChanged 1647
		SP:Iteration 4F (13280.450000 sec): 3 clusters
  Score: Raw -1972697.843484 + Penalty 3269.312265 = -1969428.531219
  nChanged 1780
		SP:Iteration 5F (13280.700000 sec): 3 clusters
  Score: Raw -1974037.284808 + Penalty 3269.312265 = -1970767.972543
  nChanged 1701
		SP:Iteration 6F (13280.930000 sec): 3 clusters
  Score: Raw -1975174.275910 + Penalty 3269.312265 = -1971904.963645
  nChanged 1396
		SP:Iteration 7F (13281.210000 sec): 3 clusters
  Score: Raw -1975919.676186 + Penalty 3269.312265 = -1972650.363921
  nChanged 1030
		SP:Iteration 8Q (13281.540000 sec): 3 clusters
  Score: Raw -1976358.366725 + Penalty 3269.312265 = -1973089.054459
  nChanged 734
		SP:Iteration 9Q (13281.800000 sec): 3 clusters
  Score: Raw -1976664.816757 + Penalty 3269.312265 = -1973395.504492
  nChanged 580
		SP:Iteration 10Q (13282.130000 sec): 3 clusters
  Score: Raw -1976892.283027 + Penalty 3269.312265 = -1973622.970762
  nChanged 483
		SP:Iteration 11Q (13282.430000 sec): 3 clusters
  Score: Raw -1977110.536535 + Penalty 3269.312265 = -1973841.224270
  nChanged 385
		SP:Iteration 12Q (13282.690000 sec): 3 clusters
  Score: Raw -1977290.071668 + Penalty 3269.312265 = -1974020.759403
  nChanged 318
		SP:Iteration 13Q (13283.010000 sec): 3 clusters
  Score: Raw -1977414.859337 + Penalty 3269.312265 = -1974145.547072
  nChanged 275
		SP:Iteration 14Q (13283.310000 sec): 3 clusters
  Score: Raw -1977502.672877 + Penalty 3269.312265 = -1974233.360612
  nChanged 256
		SP:Iteration 15Q (13283.600000 sec): 3 clusters
  Score: Raw -1977575.633458 + Penalty 3269.312265 = -1974306.321193
  nChanged 252
		SP:Iteration 16Q (13283.890000 sec): 3 clusters
  Score: Raw -1977642.862130 + Penalty 3269.312265 = -1974373.549865
  nChanged 235
		SP:Iteration 17Q (13284.130000 sec): 3 clusters
  Score: Raw -1977707.162347 + Penalty 3269.312265 = -1974437.850082
  nChanged 231
		SP:Iteration 18Q (13284.430000 sec): 3 clusters
  Score: Raw -1977777.814574 + Penalty 3269.312265 = -1974508.502309
  nChanged 222
		SP:Iteration 19Q (13284.760000 sec): 3 clusters
  Score: Raw -1977851.995897 + Penalty 3269.312265 = -1974582.683632
  nChanged 227
		SP:Iteration 20F (13285.040000 sec): 3 clusters
  Score: Raw -1977932.048045 + Penalty 3269.312265 = -1974662.735780
  nChanged 230
		SP:Iteration 21Q (13285.390000 sec): 3 clusters
  Score: Raw -1978032.737379 + Penalty 3269.312265 = -1974763.425114
  nChanged 226
		SP:Iteration 22Q (13285.670000 sec): 3 clusters
  Score: Raw -1978161.077440 + Penalty 3269.312265 = -1974891.765175
  nChanged 256
		SP:Iteration 23Q (13285.940000 sec): 3 clusters
  Score: Raw -1978385.390459 + Penalty 3269.312265 = -1975116.078194
  nChanged 284
		SP:Iteration 24Q (13286.210000 sec): 3 clusters
  Score: Raw -1978682.002356 + Penalty 3269.312265 = -1975412.690091
  nChanged 269
		SP:Iteration 25Q (13286.510000 sec): 3 clusters
  Score: Raw -1978925.246334 + Penalty 3269.312265 = -1975655.934069
  nChanged 205
		SP:Iteration 26Q (13286.760000 sec): 3 clusters
  Score: Raw -1979055.323289 + Penalty 3269.312265 = -1975786.011023
  nChanged 186
		SP:Iteration 27Q (13287.000000 sec): 3 clusters
  Score: Raw -1979143.547461 + Penalty 3269.312265 = -1975874.235196
  nChanged 157
		SP:Iteration 28Q (13287.270000 sec): 3 clusters
  Score: Raw -1979204.485697 + Penalty 3269.312265 = -1975935.173432
  nChanged 123
		SP:Iteration 29Q (13287.520000 sec): 3 clusters
  Score: Raw -1979248.744797 + Penalty 3269.312265 = -1975979.432532
  nChanged 125
		SP:Iteration 30Q (13287.760000 sec): 3 clusters
  Score: Raw -1979282.960722 + Penalty 3269.312265 = -1976013.648457
  nChanged 99
		SP:Iteration 31Q (13288.080000 sec): 3 clusters
  Score: Raw -1979306.517238 + Penalty 3269.312265 = -1976037.204973
  nChanged 83
		SP:Iteration 32Q (13288.330000 sec): 3 clusters
  Score: Raw -1979321.534592 + Penalty 3269.312265 = -1976052.222327
  nChanged 59
		SP:Iteration 33Q (13288.640000 sec): 3 clusters
  Score: Raw -1979330.895396 + Penalty 3269.312265 = -1976061.583131
  nChanged 52
		SP:Iteration 34Q (13288.910000 sec): 3 clusters
  Score: Raw -1979339.178987 + Penalty 3269.312265 = -1976069.866722
  nChanged 48
		SP:Iteration 35Q (13289.180000 sec): 3 clusters
  Score: Raw -1979347.620331 + Penalty 3269.312265 = -1976078.308066
  nChanged 45
		SP:Iteration 36Q (13289.440000 sec): 3 clusters
  Score: Raw -1979357.311640 + Penalty 3269.312265 = -1976087.999375
  nChanged 41
		SP:Iteration 37Q (13289.660000 sec): 3 clusters
  Score: Raw -1979364.419710 + Penalty 3269.312265 = -1976095.107445
  nChanged 35
		SP:Iteration 38Q (13289.910000 sec): 3 clusters
  Score: Raw -1979371.345892 + Penalty 3269.312265 = -1976102.033627
  nChanged 35
		SP:Iteration 39Q (13290.190000 sec): 3 clusters
  Score: Raw -1979377.628705 + Penalty 3269.312265 = -1976108.316440
  nChanged 32
		SP:Iteration 40F (13290.420000 sec): 3 clusters
  Score: Raw -1979382.622156 + Penalty 3269.312265 = -1976113.309891
  nChanged 25
		SP:Iteration 41Q (13290.710000 sec): 3 clusters
  Score: Raw -1979385.844893 + Penalty 3269.312265 = -1976116.532628
  nChanged 20
		SP:Iteration 42Q (13290.990000 sec): 3 clusters
  Score: Raw -1979388.634023 + Penalty 3269.312265 = -1976119.321758
  nChanged 17
		SP:Iteration 43Q (13291.230000 sec): 3 clusters
  Score: Raw -1979390.882977 + Penalty 3269.312265 = -1976121.570711
  nChanged 18
		SP:Iteration 44Q (13291.530000 sec): 3 clusters
  Score: Raw -1979393.687440 + Penalty 3269.312265 = -1976124.375175
  nChanged 17
		SP:Iteration 45Q (13291.750000 sec): 3 clusters
  Score: Raw -1979396.158854 + Penalty 3269.312265 = -1976126.846589
  nChanged 20
		SP:Iteration 46Q (13292.000000 sec): 3 clusters
  Score: Raw -1979398.885033 + Penalty 3269.312265 = -1976129.572767
  nChanged 16
		SP:Iteration 47Q (13292.260000 sec): 3 clusters
  Score: Raw -1979400.842289 + Penalty 3269.312265 = -1976131.530024
  nChanged 14
		SP:Iteration 48Q (13292.530000 sec): 3 clusters
  Score: Raw -1979402.770706 + Penalty 3269.312265 = -1976133.458441
  nChanged 15
		SP:Iteration 49Q (13292.800000 sec): 3 clusters
  Score: Raw -1979404.928955 + Penalty 3269.312265 = -1976135.616690
  nChanged 10
		SP:Iteration 50Q (13293.080000 sec): 3 clusters
  Score: Raw -1979406.382899 + Penalty 3269.312265 = -1976137.070634
  nChanged 8
		SP:Iteration 51Q (13293.340000 sec): 3 clusters
  Score: Raw -1979407.323734 + Penalty 3269.312265 = -1976138.011469
  nChanged 8
		SP:Iteration 52Q (13293.620000 sec): 3 clusters
  Score: Raw -1979408.241253 + Penalty 3269.312265 = -1976138.928988
  nChanged 10
		SP:Iteration 53Q (13293.860000 sec): 3 clusters
  Score: Raw -1979409.937591 + Penalty 3269.312265 = -1976140.625326
  nChanged 9
		SP:Iteration 54Q (13294.110000 sec): 3 clusters
  Score: Raw -1979411.676077 + Penalty 3269.312265 = -1976142.363812
  nChanged 11
		SP:Iteration 55Q (13294.420000 sec): 3 clusters
  Score: Raw -1979413.199691 + Penalty 3269.312265 = -1976143.887426
  nChanged 11
		SP:Iteration 56Q (13294.650000 sec): 3 clusters
  Score: Raw -1979414.533387 + Penalty 3269.312265 = -1976145.221122
  nChanged 9
		SP:Iteration 57Q (13294.880000 sec): 3 clusters
  Score: Raw -1979415.604194 + Penalty 3269.312265 = -1976146.291929
  nChanged 10
		SP:Iteration 58Q (13295.150000 sec): 3 clusters
  Score: Raw -1979417.073047 + Penalty 3269.312265 = -1976147.760782
  nChanged 4
		SP:Iteration 59Q (13295.440000 sec): 3 clusters
  Score: Raw -1979417.635265 + Penalty 3269.312265 = -1976148.323000
  nChanged 5
		SP:Iteration 60F (13295.690000 sec): 3 clusters
  Score: Raw -1979418.057926 + Penalty 3269.312265 = -1976148.745661
  nChanged 3
		SP:Iteration 61Q (13295.980000 sec): 3 clusters
  Score: Raw -1979418.341909 + Penalty 3269.312265 = -1976149.029644
  nChanged 4
		SP:Iteration 62Q (13296.260000 sec): 3 clusters
  Score: Raw -1979418.822328 + Penalty 3269.312265 = -1976149.510063
  nChanged 1
		SP:Iteration 63Q (13296.500000 sec): 3 clusters
  Score: Raw -1979418.879753 + Penalty 3269.312265 = -1976149.567488
  nChanged 1
		SP:Iteration 64Q (13296.810000 sec): 3 clusters
  Score: Raw -1979418.912629 + Penalty 3269.312265 = -1976149.600364
  nChanged 1
		SP:Iteration 65Q (13297.130000 sec): 3 clusters
  Score: Raw -1979419.087487 + Penalty 3269.312265 = -1976149.775222
  nChanged 2
		SP:Iteration 66Q (13297.370000 sec): 3 clusters
  Score: Raw -1979419.184048 + Penalty 3269.312265 = -1976149.871783
  nChanged 2
		SP:Iteration 67Q (13297.620000 sec): 3 clusters
  Score: Raw -1979419.416296 + Penalty 3269.312265 = -1976150.104031
  nChanged 0
		SP:Iteration 68F (13297.900000 sec): 3 clusters
  Score: Raw -1979419.416296 + Penalty 3269.312265 = -1976150.104031
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 35 (397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13298.040000 sec): 2 clusters
  Score: Raw -33159.773608 + Penalty 972.389646 = -32187.383962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13298.200000 sec): 3 clusters
  Score: Raw -33194.395190 + Penalty 1944.779291 = -31249.615898
  nChanged 85
		SP:Iteration 1F (13298.370000 sec): 3 clusters
  Score: Raw -33345.012739 + Penalty 1944.779291 = -31400.233448
  nChanged 15
		SP:Iteration 2Q (13298.540000 sec): 3 clusters
  Score: Raw -33373.807372 + Penalty 1944.779291 = -31429.028080
  nChanged 9
		SP:Iteration 3Q (13298.760000 sec): 3 clusters
  Score: Raw -33388.370488 + Penalty 1944.779291 = -31443.591197
  nChanged 6
		SP:Iteration 4Q (13298.930000 sec): 3 clusters
  Score: Raw -33405.985255 + Penalty 1944.779291 = -31461.205964
  nChanged 7
		SP:Iteration 5Q (13299.160000 sec): 3 clusters
  Score: Raw -33428.939905 + Penalty 1944.779291 = -31484.160614
  nChanged 10
		SP:Iteration 6Q (13299.320000 sec): 3 clusters
  Score: Raw -33462.994076 + Penalty 1944.779291 = -31518.214785
  nChanged 13
		SP:Iteration 7Q (13299.500000 sec): 3 clusters
  Score: Raw -33508.448971 + Penalty 1944.779291 = -31563.669680
  nChanged 9
		SP:Iteration 8Q (13299.660000 sec): 3 clusters
  Score: Raw -33536.569208 + Penalty 1944.779291 = -31591.789916
  nChanged 3
		SP:Iteration 9Q (13299.840000 sec): 3 clusters
  Score: Raw -33563.133372 + Penalty 1944.779291 = -31618.354080
  nChanged 6
		SP:Iteration 10Q (13300.030000 sec): 3 clusters
  Score: Raw -33591.004226 + Penalty 1944.779291 = -31646.224935
  nChanged 6
		SP:Iteration 11Q (13300.300000 sec): 3 clusters
  Score: Raw -33661.258729 + Penalty 1944.779291 = -31716.479437
  nChanged 10
		SP:Iteration 12Q (13300.470000 sec): 3 clusters
  Score: Raw -33796.285277 + Penalty 1944.779291 = -31851.505986
  nChanged 9
		SP:Iteration 13Q (13300.620000 sec): 3 clusters
  Score: Raw -33829.920524 + Penalty 1944.779291 = -31885.141233
  nChanged 13
		SP:Iteration 14Q (13300.790000 sec): 3 clusters
  Score: Raw -33888.521378 + Penalty 1944.779291 = -31943.742087
  nChanged 8
		SP:Iteration 15Q (13301.000000 sec): 3 clusters
  Score: Raw -33943.914145 + Penalty 1944.779291 = -31999.134854
  nChanged 10
		SP:Iteration 16Q (13301.170000 sec): 3 clusters
  Score: Raw -34045.515323 + Penalty 1944.779291 = -32100.736032
  nChanged 6
		SP:Iteration 17Q (13301.390000 sec): 3 clusters
  Score: Raw -34118.288514 + Penalty 1944.779291 = -32173.509223
  nChanged 5
		SP:Iteration 18Q (13301.600000 sec): 3 clusters
  Score: Raw -34143.067037 + Penalty 1944.779291 = -32198.287745
  nChanged 2
		SP:Iteration 19Q (13301.800000 sec): 3 clusters
  Score: Raw -34163.977498 + Penalty 1944.779291 = -32219.198207
  nChanged 4
		SP:Iteration 20F (13301.990000 sec): 3 clusters
  Score: Raw -34236.877085 + Penalty 1944.779291 = -32292.097794
  nChanged 5
		SP:Iteration 21Q (13302.140000 sec): 3 clusters
  Score: Raw -34326.796367 + Penalty 1944.779291 = -32382.017075
  nChanged 1
		SP:Iteration 22Q (13302.320000 sec): 3 clusters
  Score: Raw -34336.799494 + Penalty 1944.779291 = -32392.020202
  nChanged 4
		SP:Iteration 23Q (13302.480000 sec): 3 clusters
  Score: Raw -34381.571042 + Penalty 1944.779291 = -32436.791751
  nChanged 3
		SP:Iteration 24Q (13302.660000 sec): 3 clusters
  Score: Raw -34415.968110 + Penalty 1944.779291 = -32471.188819
  nChanged 2
		SP:Iteration 25Q (13302.840000 sec): 3 clusters
  Score: Raw -34437.888747 + Penalty 1944.779291 = -32493.109456
  nChanged 1
		SP:Iteration 26Q (13303.050000 sec): 3 clusters
  Score: Raw -34440.905223 + Penalty 1944.779291 = -32496.125932
  nChanged 0
		SP:Iteration 27F (13303.250000 sec): 3 clusters
  Score: Raw -34440.905223 + Penalty 1944.779291 = -32496.125932
  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 10.68 GB.

 Trying to split cluster 36 (3905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13303.380000 sec): 2 clusters
  Score: Raw -314379.432932 + Penalty 1343.877123 = -313035.555809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13303.560000 sec): 3 clusters
  Score: Raw -312449.704674 + Penalty 2687.754245 = -309761.950428
  nChanged 1533
		SP:Iteration 1F (13303.730000 sec): 3 clusters
  Score: Raw -313307.568249 + Penalty 2687.754245 = -310619.814003
  nChanged 301
		SP:Iteration 2F (13303.910000 sec): 3 clusters
  Score: Raw -313484.289605 + Penalty 2687.754245 = -310796.535360
  nChanged 208
		SP:Iteration 3F (13304.120000 sec): 3 clusters
  Score: Raw -313596.266633 + Penalty 2687.754245 = -310908.512387
  nChanged 164
		SP:Iteration 4Q (13304.320000 sec): 3 clusters
  Score: Raw -313687.011350 + Penalty 2687.754245 = -310999.257105
  nChanged 142
		SP:Iteration 5Q (13304.490000 sec): 3 clusters
  Score: Raw -313758.194107 + Penalty 2687.754245 = -311070.439862
  nChanged 98
		SP:Iteration 6Q (13304.670000 sec): 3 clusters
  Score: Raw -313806.465199 + Penalty 2687.754245 = -311118.710954
  nChanged 92
		SP:Iteration 7Q (13304.850000 sec): 3 clusters
  Score: Raw -313853.079696 + Penalty 2687.754245 = -311165.325451
  nChanged 86
		SP:Iteration 8Q (13305.070000 sec): 3 clusters
  Score: Raw -313895.972878 + Penalty 2687.754245 = -311208.218633
  nChanged 85
		SP:Iteration 9Q (13305.240000 sec): 3 clusters
  Score: Raw -313937.510297 + Penalty 2687.754245 = -311249.756051
  nChanged 78
		SP:Iteration 10Q (13305.400000 sec): 3 clusters
  Score: Raw -313973.729215 + Penalty 2687.754245 = -311285.974970
  nChanged 70
		SP:Iteration 11Q (13305.590000 sec): 3 clusters
  Score: Raw -314015.199176 + Penalty 2687.754245 = -311327.444931
  nChanged 82
		SP:Iteration 12Q (13305.810000 sec): 3 clusters
  Score: Raw -314057.822429 + Penalty 2687.754245 = -311370.068184
  nChanged 84
		SP:Iteration 13Q (13306.000000 sec): 3 clusters
  Score: Raw -314095.126897 + Penalty 2687.754245 = -311407.372652
  nChanged 76
		SP:Iteration 14Q (13306.190000 sec): 3 clusters
  Score: Raw -314127.617008 + Penalty 2687.754245 = -311439.862763
  nChanged 64
		SP:Iteration 15Q (13306.400000 sec): 3 clusters
  Score: Raw -314154.882579 + Penalty 2687.754245 = -311467.128333
  nChanged 46
		SP:Iteration 16Q (13306.590000 sec): 3 clusters
  Score: Raw -314173.788179 + Penalty 2687.754245 = -311486.033934
  nChanged 50
		SP:Iteration 17Q (13306.790000 sec): 3 clusters
  Score: Raw -314193.552375 + Penalty 2687.754245 = -311505.798130
  nChanged 50
		SP:Iteration 18Q (13306.990000 sec): 3 clusters
  Score: Raw -314221.382252 + Penalty 2687.754245 = -311533.628006
  nChanged 66
		SP:Iteration 19Q (13307.190000 sec): 3 clusters
  Score: Raw -314254.004689 + Penalty 2687.754245 = -311566.250444
  nChanged 72
		SP:Iteration 20F (13307.370000 sec): 3 clusters
  Score: Raw -314287.350980 + Penalty 2687.754245 = -311599.596735
  nChanged 69
		SP:Iteration 21Q (13307.530000 sec): 3 clusters
  Score: Raw -314333.362198 + Penalty 2687.754245 = -311645.607953
  nChanged 82
		SP:Iteration 22Q (13307.690000 sec): 3 clusters
  Score: Raw -314387.355809 + Penalty 2687.754245 = -311699.601564
  nChanged 82
		SP:Iteration 23Q (13307.880000 sec): 3 clusters
  Score: Raw -314435.925367 + Penalty 2687.754245 = -311748.171122
  nChanged 70
		SP:Iteration 24Q (13308.100000 sec): 3 clusters
  Score: Raw -314479.059001 + Penalty 2687.754245 = -311791.304756
  nChanged 62
		SP:Iteration 25Q (13308.270000 sec): 3 clusters
  Score: Raw -314510.098673 + Penalty 2687.754245 = -311822.344428
  nChanged 49
		SP:Iteration 26Q (13308.410000 sec): 3 clusters
  Score: Raw -314529.060218 + Penalty 2687.754245 = -311841.305972
  nChanged 37
		SP:Iteration 27Q (13308.610000 sec): 3 clusters
  Score: Raw -314548.275409 + Penalty 2687.754245 = -311860.521163
  nChanged 36
		SP:Iteration 28Q (13308.790000 sec): 3 clusters
  Score: Raw -314563.593789 + Penalty 2687.754245 = -311875.839544
  nChanged 30
		SP:Iteration 29Q (13308.970000 sec): 3 clusters
  Score: Raw -314575.256520 + Penalty 2687.754245 = -311887.502275
  nChanged 31
		SP:Iteration 30Q (13309.200000 sec): 3 clusters
  Score: Raw -314586.554947 + Penalty 2687.754245 = -311898.800702
  nChanged 22
		SP:Iteration 31Q (13309.370000 sec): 3 clusters
  Score: Raw -314594.442745 + Penalty 2687.754245 = -311906.688499
  nChanged 17
		SP:Iteration 32Q (13309.570000 sec): 3 clusters
  Score: Raw -314601.816531 + Penalty 2687.754245 = -311914.062285
  nChanged 20
		SP:Iteration 33Q (13309.740000 sec): 3 clusters
  Score: Raw -314610.338255 + Penalty 2687.754245 = -311922.584010
  nChanged 23
		SP:Iteration 34Q (13309.930000 sec): 3 clusters
  Score: Raw -314620.140236 + Penalty 2687.754245 = -311932.385990
  nChanged 25
		SP:Iteration 35Q (13310.200000 sec): 3 clusters
  Score: Raw -314632.988449 + Penalty 2687.754245 = -311945.234203
  nChanged 27
		SP:Iteration 36Q (13310.450000 sec): 3 clusters
  Score: Raw -314649.849788 + Penalty 2687.754245 = -311962.095543
  nChanged 33
		SP:Iteration 37Q (13310.590000 sec): 3 clusters
  Score: Raw -314667.240709 + Penalty 2687.754245 = -311979.486463
  nChanged 34
		SP:Iteration 38Q (13310.850000 sec): 3 clusters
  Score: Raw -314685.736919 + Penalty 2687.754245 = -311997.982674
  nChanged 39
		SP:Iteration 39Q (13311.030000 sec): 3 clusters
  Score: Raw -314711.226389 + Penalty 2687.754245 = -312023.472144
  nChanged 44
		SP:Iteration 40F (13311.200000 sec): 3 clusters
  Score: Raw -314741.075277 + Penalty 2687.754245 = -312053.321032
  nChanged 43
		SP:Iteration 41Q (13311.370000 sec): 3 clusters
  Score: Raw -314775.264004 + Penalty 2687.754245 = -312087.509759
  nChanged 38
		SP:Iteration 42Q (13311.550000 sec): 3 clusters
  Score: Raw -314798.091824 + Penalty 2687.754245 = -312110.337579
  nChanged 30
		SP:Iteration 43Q (13311.760000 sec): 3 clusters
  Score: Raw -314808.656331 + Penalty 2687.754245 = -312120.902086
  nChanged 13
		SP:Iteration 44Q (13311.930000 sec): 3 clusters
  Score: Raw -314814.037562 + Penalty 2687.754245 = -312126.283317
  nChanged 15
		SP:Iteration 45Q (13312.130000 sec): 3 clusters
  Score: Raw -314820.834777 + Penalty 2687.754245 = -312133.080531
  nChanged 11
		SP:Iteration 46Q (13312.330000 sec): 3 clusters
  Score: Raw -314825.551075 + Penalty 2687.754245 = -312137.796830
  nChanged 8
		SP:Iteration 47Q (13312.510000 sec): 3 clusters
  Score: Raw -314827.945145 + Penalty 2687.754245 = -312140.190900
  nChanged 5
		SP:Iteration 48Q (13312.700000 sec): 3 clusters
  Score: Raw -314829.076871 + Penalty 2687.754245 = -312141.322626
  nChanged 2
		SP:Iteration 49Q (13312.860000 sec): 3 clusters
  Score: Raw -314829.743342 + Penalty 2687.754245 = -312141.989096
  nChanged 1
		SP:Iteration 50Q (13313.070000 sec): 3 clusters
  Score: Raw -314830.112686 + Penalty 2687.754245 = -312142.358441
  nChanged 3
		SP:Iteration 51Q (13313.270000 sec): 3 clusters
  Score: Raw -314830.815562 + Penalty 2687.754245 = -312143.061317
  nChanged 3
		SP:Iteration 52Q (13313.420000 sec): 3 clusters
  Score: Raw -314832.108298 + Penalty 2687.754245 = -312144.354052
  nChanged 5
		SP:Iteration 53Q (13313.600000 sec): 3 clusters
  Score: Raw -314834.485789 + Penalty 2687.754245 = -312146.731544
  nChanged 5
		SP:Iteration 54Q (13313.790000 sec): 3 clusters
  Score: Raw -314836.894323 + Penalty 2687.754245 = -312149.140077
  nChanged 3
		SP:Iteration 55Q (13313.970000 sec): 3 clusters
  Score: Raw -314838.545702 + Penalty 2687.754245 = -312150.791457
  nChanged 0
		SP:Iteration 56F (13314.230000 sec): 3 clusters
  Score: Raw -314838.545702 + Penalty 2687.754245 = -312150.791457
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 37 (160149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13314.950000 sec): 2 clusters
  Score: Raw -13729133.689942 + Penalty 1947.377236 = -13727186.312707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13315.760000 sec): 3 clusters
  Score: Raw -13623827.647388 + Penalty 3894.754471 = -13619932.892917
  nChanged 77111
		SP:Iteration 1F (13316.650000 sec): 3 clusters
  Score: Raw -13669507.810153 + Penalty 3894.754471 = -13665613.055682
  nChanged 6691
		SP:Iteration 2Q (13317.570000 sec): 3 clusters
  Score: Raw -13671833.812247 + Penalty 3894.754471 = -13667939.057776
  nChanged 8566
		SP:Iteration 3F (13318.400000 sec): 3 clusters
  Score: Raw -13675860.310146 + Penalty 3894.754471 = -13671965.555675
  nChanged 10980
		SP:Iteration 4F (13319.260000 sec): 3 clusters
  Score: Raw -13682712.442767 + Penalty 3894.754471 = -13678817.688296
  nChanged 12902
		SP:Iteration 5F (13320.100000 sec): 3 clusters
  Score: Raw -13692409.004246 + Penalty 3894.754471 = -13688514.249775
  nChanged 12889
		SP:Iteration 6F (13320.860000 sec): 3 clusters
  Score: Raw -13703219.811445 + Penalty 3894.754471 = -13699325.056974
  nChanged 10927
		SP:Iteration 7F (13321.740000 sec): 3 clusters
  Score: Raw -13712784.976707 + Penalty 3894.754471 = -13708890.222236
  nChanged 8147
		SP:Iteration 8F (13322.570000 sec): 3 clusters
  Score: Raw -13720297.350046 + Penalty 3894.754471 = -13716402.595575
  nChanged 5231
		SP:Iteration 9Q (13323.510000 sec): 3 clusters
  Score: Raw -13725245.118882 + Penalty 3894.754471 = -13721350.364411
  nChanged 2701
		SP:Iteration 10Q (13324.420000 sec): 3 clusters
  Score: Raw -13727782.513419 + Penalty 3894.754471 = -13723887.758948
  nChanged 1071
		SP:Iteration 11Q (13325.280000 sec): 3 clusters
  Score: Raw -13728734.809671 + Penalty 3894.754471 = -13724840.055200
  nChanged 393
		SP:Iteration 12Q (13326.050000 sec): 3 clusters
  Score: Raw -13729096.825411 + Penalty 3894.754471 = -13725202.070939
  nChanged 185
		SP:Iteration 13Q (13326.860000 sec): 3 clusters
  Score: Raw -13729277.067934 + Penalty 3894.754471 = -13725382.313463
  nChanged 127
		SP:Iteration 14Q (13327.620000 sec): 3 clusters
  Score: Raw -13729379.220067 + Penalty 3894.754471 = -13725484.465596
  nChanged 88
		SP:Iteration 15Q (13328.460000 sec): 3 clusters
  Score: Raw -13729456.777663 + Penalty 3894.754471 = -13725562.023192
  nChanged 48
		SP:Iteration 16Q (13329.370000 sec): 3 clusters
  Score: Raw -13729502.203393 + Penalty 3894.754471 = -13725607.448922
  nChanged 45
		SP:Iteration 17Q (13330.120000 sec): 3 clusters
  Score: Raw -13729532.259251 + Penalty 3894.754471 = -13725637.504780
  nChanged 33
		SP:Iteration 18Q (13330.970000 sec): 3 clusters
  Score: Raw -13729556.895588 + Penalty 3894.754471 = -13725662.141117
  nChanged 22
		SP:Iteration 19Q (13331.720000 sec): 3 clusters
  Score: Raw -13729578.690749 + Penalty 3894.754471 = -13725683.936278
  nChanged 32
		SP:Iteration 20F (13332.530000 sec): 3 clusters
  Score: Raw -13729603.582325 + Penalty 3894.754471 = -13725708.827854
  nChanged 25
		SP:Iteration 21Q (13333.240000 sec): 3 clusters
  Score: Raw -13729624.332333 + Penalty 3894.754471 = -13725729.577862
  nChanged 30
		SP:Iteration 22Q (13333.920000 sec): 3 clusters
  Score: Raw -13729648.563459 + Penalty 3894.754471 = -13725753.808988
  nChanged 28
		SP:Iteration 23Q (13334.680000 sec): 3 clusters
  Score: Raw -13729665.723609 + Penalty 3894.754471 = -13725770.969138
  nChanged 16
		SP:Iteration 24Q (13335.440000 sec): 3 clusters
  Score: Raw -13729675.433977 + Penalty 3894.754471 = -13725780.679506
  nChanged 15
		SP:Iteration 25Q (13336.190000 sec): 3 clusters
  Score: Raw -13729685.588084 + Penalty 3894.754471 = -13725790.833613
  nChanged 13
		SP:Iteration 26Q (13336.850000 sec): 3 clusters
  Score: Raw -13729693.992935 + Penalty 3894.754471 = -13725799.238464
  nChanged 10
		SP:Iteration 27Q (13337.600000 sec): 3 clusters
  Score: Raw -13729700.580410 + Penalty 3894.754471 = -13725805.825939
  nChanged 12
		SP:Iteration 28Q (13338.460000 sec): 3 clusters
  Score: Raw -13729706.604193 + Penalty 3894.754471 = -13725811.849722
  nChanged 7
		SP:Iteration 29Q (13339.260000 sec): 3 clusters
  Score: Raw -13729711.697682 + Penalty 3894.754471 = -13725816.943211
  nChanged 11
		SP:Iteration 30Q (13340.040000 sec): 3 clusters
  Score: Raw -13729718.357081 + Penalty 3894.754471 = -13725823.602610
  nChanged 10
		SP:Iteration 31Q (13340.800000 sec): 3 clusters
  Score: Raw -13729723.476345 + Penalty 3894.754471 = -13725828.721874
  nChanged 7
		SP:Iteration 32Q (13341.600000 sec): 3 clusters
  Score: Raw -13729726.978191 + Penalty 3894.754471 = -13725832.223720
  nChanged 6
		SP:Iteration 33Q (13342.360000 sec): 3 clusters
  Score: Raw -13729729.608894 + Penalty 3894.754471 = -13725834.854423
  nChanged 2
		SP:Iteration 34Q (13343.070000 sec): 3 clusters
  Score: Raw -13729730.507522 + Penalty 3894.754471 = -13725835.753051
  nChanged 0
		SP:Iteration 35F (13343.940000 sec): 3 clusters
  Score: Raw -13729730.507522 + Penalty 3894.754471 = -13725835.753051
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 38 (9468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13344.090000 sec): 2 clusters
  Score: Raw -788052.582175 + Penalty 1487.796858 = -786564.785317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13344.310000 sec): 3 clusters
  Score: Raw -782795.741009 + Penalty 2975.593715 = -779820.147294
  nChanged 4026
		SP:Iteration 1F (13344.570000 sec): 3 clusters
  Score: Raw -784893.607925 + Penalty 2975.593715 = -781918.014209
  nChanged 520
		SP:Iteration 2F (13344.750000 sec): 3 clusters
  Score: Raw -785101.590392 + Penalty 2975.593715 = -782125.996677
  nChanged 460
		SP:Iteration 3Q (13344.990000 sec): 3 clusters
  Score: Raw -785290.323908 + Penalty 2975.593715 = -782314.730192
  nChanged 408
		SP:Iteration 4Q (13345.160000 sec): 3 clusters
  Score: Raw -785460.878312 + Penalty 2975.593715 = -782485.284597
  nChanged 403
		SP:Iteration 5Q (13345.410000 sec): 3 clusters
  Score: Raw -785634.557787 + Penalty 2975.593715 = -782658.964072
  nChanged 368
		SP:Iteration 6Q (13345.580000 sec): 3 clusters
  Score: Raw -785797.345078 + Penalty 2975.593715 = -782821.751362
  nChanged 355
		SP:Iteration 7Q (13345.830000 sec): 3 clusters
  Score: Raw -785957.929237 + Penalty 2975.593715 = -782982.335521
  nChanged 388
		SP:Iteration 8Q (13345.990000 sec): 3 clusters
  Score: Raw -786133.016995 + Penalty 2975.593715 = -783157.423279
  nChanged 339
		SP:Iteration 9Q (13346.230000 sec): 3 clusters
  Score: Raw -786287.580986 + Penalty 2975.593715 = -783311.987271
  nChanged 327
		SP:Iteration 10Q (13346.410000 sec): 3 clusters
  Score: Raw -786438.269598 + Penalty 2975.593715 = -783462.675882
  nChanged 344
		SP:Iteration 11Q (13346.620000 sec): 3 clusters
  Score: Raw -786606.862371 + Penalty 2975.593715 = -783631.268655
  nChanged 304
		SP:Iteration 12Q (13346.830000 sec): 3 clusters
  Score: Raw -786754.439713 + Penalty 2975.593715 = -783778.845997
  nChanged 257
		SP:Iteration 13Q (13347.050000 sec): 3 clusters
  Score: Raw -786875.915779 + Penalty 2975.593715 = -783900.322063
  nChanged 248
		SP:Iteration 14Q (13347.260000 sec): 3 clusters
  Score: Raw -787003.353955 + Penalty 2975.593715 = -784027.760240
  nChanged 234
		SP:Iteration 15Q (13347.490000 sec): 3 clusters
  Score: Raw -787131.688822 + Penalty 2975.593715 = -784156.095107
  nChanged 222
		SP:Iteration 16Q (13347.680000 sec): 3 clusters
  Score: Raw -787264.124842 + Penalty 2975.593715 = -784288.531126
  nChanged 204
		SP:Iteration 17Q (13347.930000 sec): 3 clusters
  Score: Raw -787399.686951 + Penalty 2975.593715 = -784424.093236
  nChanged 182
		SP:Iteration 18Q (13348.110000 sec): 3 clusters
  Score: Raw -787522.756969 + Penalty 2975.593715 = -784547.163254
  nChanged 170
		SP:Iteration 19Q (13348.320000 sec): 3 clusters
  Score: Raw -787628.212001 + Penalty 2975.593715 = -784652.618285
  nChanged 133
		SP:Iteration 20F (13348.570000 sec): 3 clusters
  Score: Raw -787718.512587 + Penalty 2975.593715 = -784742.918871
  nChanged 122
		SP:Iteration 21Q (13348.750000 sec): 3 clusters
  Score: Raw -787801.154187 + Penalty 2975.593715 = -784825.560472
  nChanged 116
		SP:Iteration 22Q (13348.920000 sec): 3 clusters
  Score: Raw -787880.369797 + Penalty 2975.593715 = -784904.776082
  nChanged 106
		SP:Iteration 23Q (13349.160000 sec): 3 clusters
  Score: Raw -787939.647805 + Penalty 2975.593715 = -784964.054089
  nChanged 90
		SP:Iteration 24Q (13349.350000 sec): 3 clusters
  Score: Raw -787987.581088 + Penalty 2975.593715 = -785011.987373
  nChanged 65
		SP:Iteration 25Q (13349.560000 sec): 3 clusters
  Score: Raw -788015.861158 + Penalty 2975.593715 = -785040.267443
  nChanged 62
		SP:Iteration 26Q (13349.790000 sec): 3 clusters
  Score: Raw -788043.144421 + Penalty 2975.593715 = -785067.550706
  nChanged 54
		SP:Iteration 27Q (13349.950000 sec): 3 clusters
  Score: Raw -788072.302832 + Penalty 2975.593715 = -785096.709116
  nChanged 45
		SP:Iteration 28Q (13350.160000 sec): 3 clusters
  Score: Raw -788099.486555 + Penalty 2975.593715 = -785123.892839
  nChanged 49
		SP:Iteration 29Q (13350.400000 sec): 3 clusters
  Score: Raw -788122.713076 + Penalty 2975.593715 = -785147.119360
  nChanged 38
		SP:Iteration 30Q (13350.580000 sec): 3 clusters
  Score: Raw -788145.654770 + Penalty 2975.593715 = -785170.061055
  nChanged 39
		SP:Iteration 31Q (13350.790000 sec): 3 clusters
  Score: Raw -788164.174321 + Penalty 2975.593715 = -785188.580605
  nChanged 33
		SP:Iteration 32Q (13350.990000 sec): 3 clusters
  Score: Raw -788179.153965 + Penalty 2975.593715 = -785203.560250
  nChanged 21
		SP:Iteration 33Q (13351.210000 sec): 3 clusters
  Score: Raw -788189.186722 + Penalty 2975.593715 = -785213.593006
  nChanged 28
		SP:Iteration 34Q (13351.430000 sec): 3 clusters
  Score: Raw -788202.705506 + Penalty 2975.593715 = -785227.111790
  nChanged 16
		SP:Iteration 35Q (13351.690000 sec): 3 clusters
  Score: Raw -788210.766092 + Penalty 2975.593715 = -785235.172376
  nChanged 16
		SP:Iteration 36Q (13351.910000 sec): 3 clusters
  Score: Raw -788219.944077 + Penalty 2975.593715 = -785244.350362
  nChanged 13
		SP:Iteration 37Q (13352.100000 sec): 3 clusters
  Score: Raw -788227.150226 + Penalty 2975.593715 = -785251.556511
  nChanged 10
		SP:Iteration 38Q (13352.340000 sec): 3 clusters
  Score: Raw -788230.930890 + Penalty 2975.593715 = -785255.337175
  nChanged 9
		SP:Iteration 39Q (13352.510000 sec): 3 clusters
  Score: Raw -788234.573850 + Penalty 2975.593715 = -785258.980135
  nChanged 5
		SP:Iteration 40F (13352.730000 sec): 3 clusters
  Score: Raw -788236.646571 + Penalty 2975.593715 = -785261.052856
  nChanged 7
		SP:Iteration 41Q (13352.960000 sec): 3 clusters
  Score: Raw -788238.386918 + Penalty 2975.593715 = -785262.793202
  nChanged 1
		SP:Iteration 42Q (13353.150000 sec): 3 clusters
  Score: Raw -788238.919212 + Penalty 2975.593715 = -785263.325497
  nChanged 2
		SP:Iteration 43Q (13353.360000 sec): 3 clusters
  Score: Raw -788239.852438 + Penalty 2975.593715 = -785264.258722
  nChanged 2
		SP:Iteration 44Q (13353.540000 sec): 3 clusters
  Score: Raw -788241.701671 + Penalty 2975.593715 = -785266.107955
  nChanged 6
		SP:Iteration 45Q (13353.760000 sec): 3 clusters
  Score: Raw -788243.395770 + Penalty 2975.593715 = -785267.802055
  nChanged 7
		SP:Iteration 46Q (13353.950000 sec): 3 clusters
  Score: Raw -788246.402704 + Penalty 2975.593715 = -785270.808988
  nChanged 7
		SP:Iteration 47Q (13354.160000 sec): 3 clusters
  Score: Raw -788250.163680 + Penalty 2975.593715 = -785274.569965
  nChanged 5
		SP:Iteration 48Q (13354.380000 sec): 3 clusters
  Score: Raw -788251.736324 + Penalty 2975.593715 = -785276.142609
  nChanged 1
		SP:Iteration 49Q (13354.580000 sec): 3 clusters
  Score: Raw -788252.416853 + Penalty 2975.593715 = -785276.823137
  nChanged 1
		SP:Iteration 50Q (13354.820000 sec): 3 clusters
  Score: Raw -788252.735768 + Penalty 2975.593715 = -785277.142053
  nChanged 0
		SP:Iteration 51F (13355.020000 sec): 3 clusters
  Score: Raw -788252.735768 + Penalty 2975.593715 = -785277.142053
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 39 (3121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13355.110000 sec): 2 clusters
  Score: Raw -269774.863802 + Penalty 1307.460171 = -268467.403631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13355.310000 sec): 3 clusters
  Score: Raw -268297.220464 + Penalty 2614.920341 = -265682.300122
  nChanged 1185
		SP:Iteration 1F (13355.470000 sec): 3 clusters
  Score: Raw -268984.411798 + Penalty 2614.920341 = -266369.491456
  nChanged 253
		SP:Iteration 2F (13355.670000 sec): 3 clusters
  Score: Raw -269119.936938 + Penalty 2614.920341 = -266505.016596
  nChanged 146
		SP:Iteration 3Q (13355.830000 sec): 3 clusters
  Score: Raw -269192.440045 + Penalty 2614.920341 = -266577.519704
  nChanged 106
		SP:Iteration 4Q (13355.980000 sec): 3 clusters
  Score: Raw -269251.994471 + Penalty 2614.920341 = -266637.074130
  nChanged 106
		SP:Iteration 5Q (13356.150000 sec): 3 clusters
  Score: Raw -269305.945162 + Penalty 2614.920341 = -266691.024821
  nChanged 84
		SP:Iteration 6Q (13356.320000 sec): 3 clusters
  Score: Raw -269348.386831 + Penalty 2614.920341 = -266733.466490
  nChanged 92
		SP:Iteration 7Q (13356.510000 sec): 3 clusters
  Score: Raw -269397.853558 + Penalty 2614.920341 = -266782.933216
  nChanged 90
		SP:Iteration 8Q (13356.680000 sec): 3 clusters
  Score: Raw -269443.885633 + Penalty 2614.920341 = -266828.965292
  nChanged 96
		SP:Iteration 9Q (13356.900000 sec): 3 clusters
  Score: Raw -269489.782085 + Penalty 2614.920341 = -266874.861743
  nChanged 71
		SP:Iteration 10Q (13357.070000 sec): 3 clusters
  Score: Raw -269530.535955 + Penalty 2614.920341 = -266915.615614
  nChanged 68
		SP:Iteration 11Q (13357.250000 sec): 3 clusters
  Score: Raw -269567.211009 + Penalty 2614.920341 = -266952.290668
  nChanged 63
		SP:Iteration 12Q (13357.440000 sec): 3 clusters
  Score: Raw -269600.383414 + Penalty 2614.920341 = -266985.463073
  nChanged 50
		SP:Iteration 13Q (13357.610000 sec): 3 clusters
  Score: Raw -269625.193150 + Penalty 2614.920341 = -267010.272809
  nChanged 46
		SP:Iteration 14Q (13357.740000 sec): 3 clusters
  Score: Raw -269649.215065 + Penalty 2614.920341 = -267034.294724
  nChanged 57
		SP:Iteration 15Q (13357.940000 sec): 3 clusters
  Score: Raw -269680.133978 + Penalty 2614.920341 = -267065.213637
  nChanged 50
		SP:Iteration 16Q (13358.110000 sec): 3 clusters
  Score: Raw -269711.349483 + Penalty 2614.920341 = -267096.429142
  nChanged 53
		SP:Iteration 17Q (13358.260000 sec): 3 clusters
  Score: Raw -269752.161446 + Penalty 2614.920341 = -267137.241104
  nChanged 47
		SP:Iteration 18Q (13358.460000 sec): 3 clusters
  Score: Raw -269784.550737 + Penalty 2614.920341 = -267169.630395
  nChanged 37
		SP:Iteration 19Q (13358.650000 sec): 3 clusters
  Score: Raw -269808.121308 + Penalty 2614.920341 = -267193.200967
  nChanged 32
		SP:Iteration 20F (13358.820000 sec): 3 clusters
  Score: Raw -269832.808195 + Penalty 2614.920341 = -267217.887853
  nChanged 26
		SP:Iteration 21Q (13358.980000 sec): 3 clusters
  Score: Raw -269848.184871 + Penalty 2614.920341 = -267233.264529
  nChanged 15
		SP:Iteration 22Q (13359.210000 sec): 3 clusters
  Score: Raw -269857.512513 + Penalty 2614.920341 = -267242.592171
  nChanged 9
		SP:Iteration 23Q (13359.380000 sec): 3 clusters
  Score: Raw -269863.927672 + Penalty 2614.920341 = -267249.007331
  nChanged 14
		SP:Iteration 24Q (13359.560000 sec): 3 clusters
  Score: Raw -269875.689778 + Penalty 2614.920341 = -267260.769437
  nChanged 12
		SP:Iteration 25Q (13359.740000 sec): 3 clusters
  Score: Raw -269883.805356 + Penalty 2614.920341 = -267268.885014
  nChanged 10
		SP:Iteration 26Q (13359.880000 sec): 3 clusters
  Score: Raw -269893.329874 + Penalty 2614.920341 = -267278.409533
  nChanged 13
		SP:Iteration 27Q (13360.100000 sec): 3 clusters
  Score: Raw -269902.705117 + Penalty 2614.920341 = -267287.784776
  nChanged 10
		SP:Iteration 28Q (13360.300000 sec): 3 clusters
  Score: Raw -269908.207798 + Penalty 2614.920341 = -267293.287457
  nChanged 4
		SP:Iteration 29Q (13360.490000 sec): 3 clusters
  Score: Raw -269910.148305 + Penalty 2614.920341 = -267295.227964
  nChanged 2
		SP:Iteration 30Q (13360.620000 sec): 3 clusters
  Score: Raw -269911.752820 + Penalty 2614.920341 = -267296.832479
  nChanged 4
		SP:Iteration 31Q (13360.840000 sec): 3 clusters
  Score: Raw -269913.378270 + Penalty 2614.920341 = -267298.457929
  nChanged 3
		SP:Iteration 32Q (13360.990000 sec): 3 clusters
  Score: Raw -269915.459903 + Penalty 2614.920341 = -267300.539562
  nChanged 3
		SP:Iteration 33Q (13361.150000 sec): 3 clusters
  Score: Raw -269917.307431 + Penalty 2614.920341 = -267302.387090
  nChanged 3
		SP:Iteration 34Q (13361.350000 sec): 3 clusters
  Score: Raw -269919.323459 + Penalty 2614.920341 = -267304.403118
  nChanged 4
		SP:Iteration 35Q (13361.540000 sec): 3 clusters
  Score: Raw -269921.192717 + Penalty 2614.920341 = -267306.272376
  nChanged 4
		SP:Iteration 36Q (13361.780000 sec): 3 clusters
  Score: Raw -269923.427017 + Penalty 2614.920341 = -267308.506676
  nChanged 0
		SP:Iteration 37F (13361.940000 sec): 3 clusters
  Score: Raw -269923.427017 + Penalty 2614.920341 = -267308.506676
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 40 (6901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13362.040000 sec): 2 clusters
  Score: Raw -575263.595113 + Penalty 1436.406011 = -573827.189102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13362.280000 sec): 3 clusters
  Score: Raw -571570.836485 + Penalty 2872.812022 = -568698.024462
  nChanged 2879
		SP:Iteration 1F (13362.490000 sec): 3 clusters
  Score: Raw -573132.349716 + Penalty 2872.812022 = -570259.537694
  nChanged 509
		SP:Iteration 2F (13362.680000 sec): 3 clusters
  Score: Raw -573473.717992 + Penalty 2872.812022 = -570600.905970
  nChanged 525
		SP:Iteration 3F (13362.900000 sec): 3 clusters
  Score: Raw -573915.004767 + Penalty 2872.812022 = -571042.192745
  nChanged 564
		SP:Iteration 4F (13363.110000 sec): 3 clusters
  Score: Raw -574422.927971 + Penalty 2872.812022 = -571550.115948
  nChanged 516
		SP:Iteration 5F (13363.330000 sec): 3 clusters
  Score: Raw -574844.393882 + Penalty 2872.812022 = -571971.581860
  nChanged 385
		SP:Iteration 6F (13363.530000 sec): 3 clusters
  Score: Raw -575126.508600 + Penalty 2872.812022 = -572253.696578
  nChanged 330
		SP:Iteration 7Q (13363.800000 sec): 3 clusters
  Score: Raw -575335.944318 + Penalty 2872.812022 = -572463.132296
  nChanged 215
		SP:Iteration 8Q (13363.990000 sec): 3 clusters
  Score: Raw -575465.629937 + Penalty 2872.812022 = -572592.817914
  nChanged 165
		SP:Iteration 9Q (13364.180000 sec): 3 clusters
  Score: Raw -575536.729201 + Penalty 2872.812022 = -572663.917179
  nChanged 111
		SP:Iteration 10Q (13364.420000 sec): 3 clusters
  Score: Raw -575568.003216 + Penalty 2872.812022 = -572695.191194
  nChanged 65
		SP:Iteration 11Q (13364.650000 sec): 3 clusters
  Score: Raw -575587.589125 + Penalty 2872.812022 = -572714.777102
  nChanged 61
		SP:Iteration 12Q (13364.910000 sec): 3 clusters
  Score: Raw -575603.520109 + Penalty 2872.812022 = -572730.708086
  nChanged 39
		SP:Iteration 13Q (13365.090000 sec): 3 clusters
  Score: Raw -575611.691767 + Penalty 2872.812022 = -572738.879745
  nChanged 33
		SP:Iteration 14Q (13365.360000 sec): 3 clusters
  Score: Raw -575621.040900 + Penalty 2872.812022 = -572748.228877
  nChanged 32
		SP:Iteration 15Q (13365.520000 sec): 3 clusters
  Score: Raw -575630.412788 + Penalty 2872.812022 = -572757.600766
  nChanged 28
		SP:Iteration 16Q (13365.750000 sec): 3 clusters
  Score: Raw -575637.257868 + Penalty 2872.812022 = -572764.445845
  nChanged 23
		SP:Iteration 17Q (13365.970000 sec): 3 clusters
  Score: Raw -575641.466616 + Penalty 2872.812022 = -572768.654594
  nChanged 13
		SP:Iteration 18Q (13366.160000 sec): 3 clusters
  Score: Raw -575644.206482 + Penalty 2872.812022 = -572771.394460
  nChanged 19
		SP:Iteration 19Q (13366.280000 sec): 3 clusters
  Score: Raw -575647.874942 + Penalty 2872.812022 = -572775.062920
  nChanged 19
		SP:Iteration 20F (13366.500000 sec): 3 clusters
  Score: Raw -575651.201316 + Penalty 2872.812022 = -572778.389293
  nChanged 17
		SP:Iteration 21Q (13366.660000 sec): 3 clusters
  Score: Raw -575654.349225 + Penalty 2872.812022 = -572781.537203
  nChanged 19
		SP:Iteration 22Q (13366.880000 sec): 3 clusters
  Score: Raw -575657.355607 + Penalty 2872.812022 = -572784.543584
  nChanged 13
		SP:Iteration 23Q (13367.040000 sec): 3 clusters
  Score: Raw -575659.270481 + Penalty 2872.812022 = -572786.458458
  nChanged 6
		SP:Iteration 24Q (13367.240000 sec): 3 clusters
  Score: Raw -575659.941351 + Penalty 2872.812022 = -572787.129329
  nChanged 1
		SP:Iteration 25Q (13367.450000 sec): 3 clusters
  Score: Raw -575660.062075 + Penalty 2872.812022 = -572787.250053
  nChanged 2
		SP:Iteration 26Q (13367.710000 sec): 3 clusters
  Score: Raw -575660.389719 + Penalty 2872.812022 = -572787.577697
  nChanged 1
		SP:Iteration 27Q (13367.870000 sec): 3 clusters
  Score: Raw -575660.496380 + Penalty 2872.812022 = -572787.684357
  nChanged 0
		SP:Iteration 28F (13368.040000 sec): 3 clusters
  Score: Raw -575660.496380 + Penalty 2872.812022 = -572787.684357
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 41 (8095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13368.160000 sec): 2 clusters
  Score: Raw -654945.635912 + Penalty 1462.337803 = -653483.298109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13368.380000 sec): 3 clusters
  Score: Raw -650486.704119 + Penalty 2924.675606 = -647562.028513
  nChanged 3449
		SP:Iteration 1F (13368.580000 sec): 3 clusters
  Score: Raw -652391.953271 + Penalty 2924.675606 = -649467.277665
  nChanged 569
		SP:Iteration 2F (13368.820000 sec): 3 clusters
  Score: Raw -652733.769871 + Penalty 2924.675606 = -649809.094265
  nChanged 503
		SP:Iteration 3F (13369.010000 sec): 3 clusters
  Score: Raw -653027.942406 + Penalty 2924.675606 = -650103.266800
  nChanged 454
		SP:Iteration 4F (13369.200000 sec): 3 clusters
  Score: Raw -653307.831580 + Penalty 2924.675606 = -650383.155974
  nChanged 443
		SP:Iteration 5F (13369.420000 sec): 3 clusters
  Score: Raw -653600.277194 + Penalty 2924.675606 = -650675.601587
  nChanged 429
		SP:Iteration 6F (13369.640000 sec): 3 clusters
  Score: Raw -653889.799680 + Penalty 2924.675606 = -650965.124074
  nChanged 427
		SP:Iteration 7F (13369.840000 sec): 3 clusters
  Score: Raw -654217.771315 + Penalty 2924.675606 = -651293.095708
  nChanged 401
		SP:Iteration 8Q (13370.060000 sec): 3 clusters
  Score: Raw -654525.094914 + Penalty 2924.675606 = -651600.419308
  nChanged 335
		SP:Iteration 9Q (13370.300000 sec): 3 clusters
  Score: Raw -654754.863181 + Penalty 2924.675606 = -651830.187574
  nChanged 286
		SP:Iteration 10Q (13370.500000 sec): 3 clusters
  Score: Raw -654929.200436 + Penalty 2924.675606 = -652004.524830
  nChanged 242
		SP:Iteration 11Q (13370.680000 sec): 3 clusters
  Score: Raw -655048.321534 + Penalty 2924.675606 = -652123.645927
  nChanged 180
		SP:Iteration 12Q (13370.900000 sec): 3 clusters
  Score: Raw -655121.869009 + Penalty 2924.675606 = -652197.193402
  nChanged 116
		SP:Iteration 13Q (13371.120000 sec): 3 clusters
  Score: Raw -655160.476352 + Penalty 2924.675606 = -652235.800746
  nChanged 86
		SP:Iteration 14Q (13371.350000 sec): 3 clusters
  Score: Raw -655186.481978 + Penalty 2924.675606 = -652261.806371
  nChanged 64
		SP:Iteration 15Q (13371.540000 sec): 3 clusters
  Score: Raw -655204.508382 + Penalty 2924.675606 = -652279.832776
  nChanged 60
		SP:Iteration 16Q (13371.800000 sec): 3 clusters
  Score: Raw -655219.714647 + Penalty 2924.675606 = -652295.039041
  nChanged 52
		SP:Iteration 17Q (13372.010000 sec): 3 clusters
  Score: Raw -655231.072930 + Penalty 2924.675606 = -652306.397323
  nChanged 36
		SP:Iteration 18Q (13372.240000 sec): 3 clusters
  Score: Raw -655240.239673 + Penalty 2924.675606 = -652315.564066
  nChanged 34
		SP:Iteration 19Q (13372.450000 sec): 3 clusters
  Score: Raw -655246.937320 + Penalty 2924.675606 = -652322.261714
  nChanged 27
		SP:Iteration 20F (13372.680000 sec): 3 clusters
  Score: Raw -655250.931863 + Penalty 2924.675606 = -652326.256256
  nChanged 14
		SP:Iteration 21Q (13372.890000 sec): 3 clusters
  Score: Raw -655253.246676 + Penalty 2924.675606 = -652328.571069
  nChanged 11
		SP:Iteration 22Q (13373.130000 sec): 3 clusters
  Score: Raw -655254.856377 + Penalty 2924.675606 = -652330.180770
  nChanged 10
		SP:Iteration 23Q (13373.340000 sec): 3 clusters
  Score: Raw -655256.271438 + Penalty 2924.675606 = -652331.595831
  nChanged 11
		SP:Iteration 24Q (13373.580000 sec): 3 clusters
  Score: Raw -655258.133221 + Penalty 2924.675606 = -652333.457614
  nChanged 11
		SP:Iteration 25Q (13373.800000 sec): 3 clusters
  Score: Raw -655259.811798 + Penalty 2924.675606 = -652335.136192
  nChanged 8
		SP:Iteration 26Q (13374.010000 sec): 3 clusters
  Score: Raw -655261.008613 + Penalty 2924.675606 = -652336.333006
  nChanged 7
		SP:Iteration 27Q (13374.220000 sec): 3 clusters
  Score: Raw -655261.911250 + Penalty 2924.675606 = -652337.235644
  nChanged 4
		SP:Iteration 28Q (13374.450000 sec): 3 clusters
  Score: Raw -655262.582417 + Penalty 2924.675606 = -652337.906811
  nChanged 5
		SP:Iteration 29Q (13374.660000 sec): 3 clusters
  Score: Raw -655263.149718 + Penalty 2924.675606 = -652338.474111
  nChanged 4
		SP:Iteration 30Q (13374.880000 sec): 3 clusters
  Score: Raw -655263.802275 + Penalty 2924.675606 = -652339.126668
  nChanged 7
		SP:Iteration 31Q (13375.070000 sec): 3 clusters
  Score: Raw -655264.886816 + Penalty 2924.675606 = -652340.211210
  nChanged 7
		SP:Iteration 32Q (13375.310000 sec): 3 clusters
  Score: Raw -655266.178421 + Penalty 2924.675606 = -652341.502815
  nChanged 8
		SP:Iteration 33Q (13375.470000 sec): 3 clusters
  Score: Raw -655267.120437 + Penalty 2924.675606 = -652342.444830
  nChanged 6
		SP:Iteration 34Q (13375.660000 sec): 3 clusters
  Score: Raw -655267.929401 + Penalty 2924.675606 = -652343.253795
  nChanged 5
		SP:Iteration 35Q (13375.860000 sec): 3 clusters
  Score: Raw -655268.585663 + Penalty 2924.675606 = -652343.910056
  nChanged 2
		SP:Iteration 36Q (13376.060000 sec): 3 clusters
  Score: Raw -655268.819706 + Penalty 2924.675606 = -652344.144100
  nChanged 2
		SP:Iteration 37Q (13376.300000 sec): 3 clusters
  Score: Raw -655269.311432 + Penalty 2924.675606 = -652344.635826
  nChanged 5
		SP:Iteration 38Q (13376.500000 sec): 3 clusters
  Score: Raw -655270.186591 + Penalty 2924.675606 = -652345.510985
  nChanged 6
		SP:Iteration 39Q (13376.700000 sec): 3 clusters
  Score: Raw -655271.223502 + Penalty 2924.675606 = -652346.547896
  nChanged 8
		SP:Iteration 40F (13376.880000 sec): 3 clusters
  Score: Raw -655271.966488 + Penalty 2924.675606 = -652347.290881
  nChanged 5
		SP:Iteration 41Q (13377.090000 sec): 3 clusters
  Score: Raw -655272.527002 + Penalty 2924.675606 = -652347.851395
  nChanged 4
		SP:Iteration 42Q (13377.330000 sec): 3 clusters
  Score: Raw -655273.076797 + Penalty 2924.675606 = -652348.401190
  nChanged 4
		SP:Iteration 43Q (13377.540000 sec): 3 clusters
  Score: Raw -655273.557478 + Penalty 2924.675606 = -652348.881871
  nChanged 5
		SP:Iteration 44Q (13377.730000 sec): 3 clusters
  Score: Raw -655274.171102 + Penalty 2924.675606 = -652349.495496
  nChanged 5
		SP:Iteration 45Q (13377.930000 sec): 3 clusters
  Score: Raw -655274.708663 + Penalty 2924.675606 = -652350.033057
  nChanged 6
		SP:Iteration 46Q (13378.110000 sec): 3 clusters
  Score: Raw -655275.657095 + Penalty 2924.675606 = -652350.981489
  nChanged 6
		SP:Iteration 47Q (13378.330000 sec): 3 clusters
  Score: Raw -655276.553522 + Penalty 2924.675606 = -652351.877915
  nChanged 2
		SP:Iteration 48Q (13378.570000 sec): 3 clusters
  Score: Raw -655276.787221 + Penalty 2924.675606 = -652352.111615
  nChanged 3
		SP:Iteration 49Q (13378.780000 sec): 3 clusters
  Score: Raw -655277.221838 + Penalty 2924.675606 = -652352.546231
  nChanged 4
		SP:Iteration 50Q (13378.980000 sec): 3 clusters
  Score: Raw -655277.810609 + Penalty 2924.675606 = -652353.135003
  nChanged 3
		SP:Iteration 51Q (13379.170000 sec): 3 clusters
  Score: Raw -655278.104259 + Penalty 2924.675606 = -652353.428653
  nChanged 2
		SP:Iteration 52Q (13379.360000 sec): 3 clusters
  Score: Raw -655278.336129 + Penalty 2924.675606 = -652353.660522
  nChanged 1
		SP:Iteration 53Q (13379.540000 sec): 3 clusters
  Score: Raw -655278.477047 + Penalty 2924.675606 = -652353.801441
  nChanged 5
		SP:Iteration 54Q (13379.750000 sec): 3 clusters
  Score: Raw -655279.048693 + Penalty 2924.675606 = -652354.373086
  nChanged 2
		SP:Iteration 55Q (13379.930000 sec): 3 clusters
  Score: Raw -655279.336335 + Penalty 2924.675606 = -652354.660729
  nChanged 1
		SP:Iteration 56Q (13380.170000 sec): 3 clusters
  Score: Raw -655279.531644 + Penalty 2924.675606 = -652354.856037
  nChanged 3
		SP:Iteration 57Q (13380.320000 sec): 3 clusters
  Score: Raw -655279.870390 + Penalty 2924.675606 = -652355.194784
  nChanged 3
		SP:Iteration 58Q (13380.540000 sec): 3 clusters
  Score: Raw -655280.188653 + Penalty 2924.675606 = -652355.513046
  nChanged 1
		SP:Iteration 59Q (13380.740000 sec): 3 clusters
  Score: Raw -655280.319284 + Penalty 2924.675606 = -652355.643677
  nChanged 0
		SP:Iteration 60F (13380.970000 sec): 3 clusters
  Score: Raw -655280.319284 + Penalty 2924.675606 = -652355.643677
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 42 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13381.050000 sec): 2 clusters
  Score: Raw -43339.896402 + Penalty 1002.561744 = -42337.334658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13381.210000 sec): 3 clusters
  Score: Raw -43271.075830 + Penalty 2005.123488 = -41265.952342
  nChanged 89
		SP:Iteration 1F (13381.410000 sec): 3 clusters
  Score: Raw -43396.048573 + Penalty 2005.123488 = -41390.925085
  nChanged 20
		SP:Iteration 2Q (13381.560000 sec): 3 clusters
  Score: Raw -43430.004191 + Penalty 2005.123488 = -41424.880702
  nChanged 8
		SP:Iteration 3Q (13381.760000 sec): 3 clusters
  Score: Raw -43443.937090 + Penalty 2005.123488 = -41438.813602
  nChanged 3
		SP:Iteration 4Q (13381.920000 sec): 3 clusters
  Score: Raw -43447.882570 + Penalty 2005.123488 = -41442.759082
  nChanged 3
		SP:Iteration 5Q (13382.110000 sec): 3 clusters
  Score: Raw -43453.289345 + Penalty 2005.123488 = -41448.165856
  nChanged 2
		SP:Iteration 6Q (13382.280000 sec): 3 clusters
  Score: Raw -43459.614166 + Penalty 2005.123488 = -41454.490678
  nChanged 3
		SP:Iteration 7Q (13382.450000 sec): 3 clusters
  Score: Raw -43462.336497 + Penalty 2005.123488 = -41457.213009
  nChanged 0
		SP:Iteration 8F (13382.620000 sec): 3 clusters
  Score: Raw -43462.336497 + Penalty 2005.123488 = -41457.213009
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 43 (5228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13382.740000 sec): 2 clusters
  Score: Raw -415875.225314 + Penalty 1391.289912 = -414483.935402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13382.960000 sec): 3 clusters
  Score: Raw -413205.185562 + Penalty 2782.579824 = -410422.605737
  nChanged 2091
		SP:Iteration 1F (13383.130000 sec): 3 clusters
  Score: Raw -414370.001357 + Penalty 2782.579824 = -411587.421533
  nChanged 384
		SP:Iteration 2F (13383.350000 sec): 3 clusters
  Score: Raw -414590.293639 + Penalty 2782.579824 = -411807.713815
  nChanged 298
		SP:Iteration 3F (13383.530000 sec): 3 clusters
  Score: Raw -414785.409920 + Penalty 2782.579824 = -412002.830095
  nChanged 308
		SP:Iteration 4F (13383.730000 sec): 3 clusters
  Score: Raw -414996.374036 + Penalty 2782.579824 = -412213.794212
  nChanged 322
		SP:Iteration 5F (13383.890000 sec): 3 clusters
  Score: Raw -415243.964980 + Penalty 2782.579824 = -412461.385156
  nChanged 316
		SP:Iteration 6F (13384.120000 sec): 3 clusters
  Score: Raw -415508.660349 + Penalty 2782.579824 = -412726.080525
  nChanged 332
		SP:Iteration 7F (13384.280000 sec): 3 clusters
  Score: Raw -415799.321462 + Penalty 2782.579824 = -413016.741638
  nChanged 278
		SP:Iteration 8F (13384.420000 sec): 3 clusters
  Score: Raw -416027.866774 + Penalty 2782.579824 = -413245.286950
  nChanged 252
		SP:Iteration 9Q (13384.660000 sec): 3 clusters
  Score: Raw -416233.933223 + Penalty 2782.579824 = -413451.353399
  nChanged 211
		SP:Iteration 10Q (13384.810000 sec): 3 clusters
  Score: Raw -416382.211184 + Penalty 2782.579824 = -413599.631359
  nChanged 149
		SP:Iteration 11Q (13385.010000 sec): 3 clusters
  Score: Raw -416484.783909 + Penalty 2782.579824 = -413702.204084
  nChanged 132
		SP:Iteration 12Q (13385.220000 sec): 3 clusters
  Score: Raw -416579.987976 + Penalty 2782.579824 = -413797.408152
  nChanged 97
		SP:Iteration 13Q (13385.400000 sec): 3 clusters
  Score: Raw -416659.736320 + Penalty 2782.579824 = -413877.156495
  nChanged 97
		SP:Iteration 14Q (13385.570000 sec): 3 clusters
  Score: Raw -416764.882252 + Penalty 2782.579824 = -413982.302428
  nChanged 141
		SP:Iteration 15Q (13385.770000 sec): 3 clusters
  Score: Raw -416987.194972 + Penalty 2782.579824 = -414204.615147
  nChanged 193
		SP:Iteration 16Q (13385.980000 sec): 3 clusters
  Score: Raw -417452.977118 + Penalty 2782.579824 = -414670.397294
  nChanged 226
		SP:Iteration 17Q (13386.210000 sec): 3 clusters
  Score: Raw -418139.955330 + Penalty 2782.579824 = -415357.375506
  nChanged 135
		SP:Iteration 18Q (13386.400000 sec): 3 clusters
  Score: Raw -418434.881883 + Penalty 2782.579824 = -415652.302059
  nChanged 73
		SP:Iteration 19Q (13386.580000 sec): 3 clusters
  Score: Raw -418560.592569 + Penalty 2782.579824 = -415778.012745
  nChanged 69
		SP:Iteration 20F (13386.750000 sec): 3 clusters
  Score: Raw -418674.998084 + Penalty 2782.579824 = -415892.418260
  nChanged 67
		SP:Iteration 21Q (13386.950000 sec): 3 clusters
  Score: Raw -418779.242529 + Penalty 2782.579824 = -415996.662705
  nChanged 61
		SP:Iteration 22Q (13387.150000 sec): 3 clusters
  Score: Raw -418870.262388 + Penalty 2782.579824 = -416087.682564
  nChanged 56
		SP:Iteration 23Q (13387.340000 sec): 3 clusters
  Score: Raw -418946.412217 + Penalty 2782.579824 = -416163.832393
  nChanged 51
		SP:Iteration 24Q (13387.540000 sec): 3 clusters
  Score: Raw -419002.223165 + Penalty 2782.579824 = -416219.643341
  nChanged 25
		SP:Iteration 25Q (13387.760000 sec): 3 clusters
  Score: Raw -419020.494082 + Penalty 2782.579824 = -416237.914258
  nChanged 18
		SP:Iteration 26Q (13387.930000 sec): 3 clusters
  Score: Raw -419031.206147 + Penalty 2782.579824 = -416248.626323
  nChanged 10
		SP:Iteration 27Q (13388.180000 sec): 3 clusters
  Score: Raw -419036.672943 + Penalty 2782.579824 = -416254.093119
  nChanged 8
		SP:Iteration 28Q (13388.340000 sec): 3 clusters
  Score: Raw -419039.185826 + Penalty 2782.579824 = -416256.606002
  nChanged 3
		SP:Iteration 29Q (13388.560000 sec): 3 clusters
  Score: Raw -419039.807519 + Penalty 2782.579824 = -416257.227695
  nChanged 2
		SP:Iteration 30Q (13388.760000 sec): 3 clusters
  Score: Raw -419040.229706 + Penalty 2782.579824 = -416257.649882
  nChanged 1
		SP:Iteration 31Q (13388.980000 sec): 3 clusters
  Score: Raw -419040.343614 + Penalty 2782.579824 = -416257.763789
  nChanged 0
		SP:Iteration 32F (13389.140000 sec): 3 clusters
  Score: Raw -419040.343614 + Penalty 2782.579824 = -416257.763789
  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 10.68 GB.

 Trying to split cluster 44 (3362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13389.280000 sec): 2 clusters
  Score: Raw -279627.465815 + Penalty 1319.547339 = -278307.918477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13389.530000 sec): 3 clusters
  Score: Raw -278013.085912 + Penalty 2639.094677 = -275373.991235
  nChanged 1303
		SP:Iteration 1F (13389.730000 sec): 3 clusters
  Score: Raw -278847.784891 + Penalty 2639.094677 = -276208.690213
  nChanged 283
		SP:Iteration 2F (13389.930000 sec): 3 clusters
  Score: Raw -279082.269814 + Penalty 2639.094677 = -276443.175137
  nChanged 245
		SP:Iteration 3F (13390.090000 sec): 3 clusters
  Score: Raw -279319.837293 + Penalty 2639.094677 = -276680.742616
  nChanged 188
		SP:Iteration 4F (13390.270000 sec): 3 clusters
  Score: Raw -279527.367910 + Penalty 2639.094677 = -276888.273233
  nChanged 197
		SP:Iteration 5F (13390.480000 sec): 3 clusters
  Score: Raw -279709.638882 + Penalty 2639.094677 = -277070.544205
  nChanged 176
		SP:Iteration 6F (13390.670000 sec): 3 clusters
  Score: Raw -279845.920175 + Penalty 2639.094677 = -277206.825498
  nChanged 142
		SP:Iteration 7Q (13390.880000 sec): 3 clusters
  Score: Raw -279951.773054 + Penalty 2639.094677 = -277312.678377
  nChanged 122
		SP:Iteration 8Q (13391.070000 sec): 3 clusters
  Score: Raw -280053.223564 + Penalty 2639.094677 = -277414.128887
  nChanged 101
		SP:Iteration 9Q (13391.270000 sec): 3 clusters
  Score: Raw -280138.261104 + Penalty 2639.094677 = -277499.166427
  nChanged 113
		SP:Iteration 10Q (13391.460000 sec): 3 clusters
  Score: Raw -280236.155241 + Penalty 2639.094677 = -277597.060564
  nChanged 90
		SP:Iteration 11Q (13391.640000 sec): 3 clusters
  Score: Raw -280316.644591 + Penalty 2639.094677 = -277677.549914
  nChanged 70
		SP:Iteration 12Q (13391.860000 sec): 3 clusters
  Score: Raw -280365.847670 + Penalty 2639.094677 = -277726.752993
  nChanged 55
		SP:Iteration 13Q (13392.030000 sec): 3 clusters
  Score: Raw -280396.333883 + Penalty 2639.094677 = -277757.239206
  nChanged 38
		SP:Iteration 14Q (13392.180000 sec): 3 clusters
  Score: Raw -280417.552173 + Penalty 2639.094677 = -277778.457496
  nChanged 29
		SP:Iteration 15Q (13392.360000 sec): 3 clusters
  Score: Raw -280429.944076 + Penalty 2639.094677 = -277790.849399
  nChanged 26
		SP:Iteration 16Q (13392.580000 sec): 3 clusters
  Score: Raw -280440.363139 + Penalty 2639.094677 = -277801.268462
  nChanged 17
		SP:Iteration 17Q (13392.740000 sec): 3 clusters
  Score: Raw -280444.438728 + Penalty 2639.094677 = -277805.344050
  nChanged 7
		SP:Iteration 18Q (13392.950000 sec): 3 clusters
  Score: Raw -280445.702002 + Penalty 2639.094677 = -277806.607325
  nChanged 0
		SP:Iteration 19F (13393.120000 sec): 3 clusters
  Score: Raw -280445.702002 + Penalty 2639.094677 = -277806.607325
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 45 (278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13393.240000 sec): 2 clusters
  Score: Raw -18980.823084 + Penalty 914.488431 = -18066.334653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13393.430000 sec): 3 clusters
  Score: Raw -19083.346968 + Penalty 1828.976862 = -17254.370106
  nChanged 70
		SP:Iteration 1F (13393.640000 sec): 3 clusters
  Score: Raw -19270.185277 + Penalty 1828.976862 = -17441.208415
  nChanged 17
		SP:Iteration 2F (13393.820000 sec): 3 clusters
  Score: Raw -19346.075890 + Penalty 1828.976862 = -17517.099028
  nChanged 4
		SP:Iteration 3Q (13394.040000 sec): 3 clusters
  Score: Raw -19358.393085 + Penalty 1828.976862 = -17529.416223
  nChanged 1
		SP:Iteration 4Q (13394.230000 sec): 3 clusters
  Score: Raw -19374.429495 + Penalty 1828.976862 = -17545.452633
  nChanged 1
		SP:Iteration 5Q (13394.410000 sec): 3 clusters
  Score: Raw -19376.687258 + Penalty 1828.976862 = -17547.710396
  nChanged 0
		SP:Iteration 6F (13394.610000 sec): 3 clusters
  Score: Raw -19376.687258 + Penalty 1828.976862 = -17547.710396
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 46 (1851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13394.680000 sec): 2 clusters
  Score: Raw -147536.592644 + Penalty 1222.565713 = -146314.026931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13394.890000 sec): 3 clusters
  Score: Raw -146754.607273 + Penalty 2445.131427 = -144309.475846
  nChanged 667
		SP:Iteration 1F (13395.040000 sec): 3 clusters
  Score: Raw -147201.413900 + Penalty 2445.131427 = -144756.282474
  nChanged 173
		SP:Iteration 2F (13395.200000 sec): 3 clusters
  Score: Raw -147357.652178 + Penalty 2445.131427 = -144912.520752
  nChanged 105
		SP:Iteration 3F (13395.390000 sec): 3 clusters
  Score: Raw -147454.107913 + Penalty 2445.131427 = -145008.976486
  nChanged 74
		SP:Iteration 4Q (13395.600000 sec): 3 clusters
  Score: Raw -147519.673367 + Penalty 2445.131427 = -145074.541940
  nChanged 56
		SP:Iteration 5Q (13395.740000 sec): 3 clusters
  Score: Raw -147562.122612 + Penalty 2445.131427 = -145116.991185
  nChanged 42
		SP:Iteration 6Q (13395.910000 sec): 3 clusters
  Score: Raw -147593.811400 + Penalty 2445.131427 = -145148.679974
  nChanged 32
		SP:Iteration 7Q (13396.130000 sec): 3 clusters
  Score: Raw -147617.694442 + Penalty 2445.131427 = -145172.563015
  nChanged 27
		SP:Iteration 8Q (13396.300000 sec): 3 clusters
  Score: Raw -147635.700702 + Penalty 2445.131427 = -145190.569275
  nChanged 29
		SP:Iteration 9Q (13396.480000 sec): 3 clusters
  Score: Raw -147657.639955 + Penalty 2445.131427 = -145212.508529
  nChanged 28
		SP:Iteration 10Q (13396.620000 sec): 3 clusters
  Score: Raw -147678.228929 + Penalty 2445.131427 = -145233.097502
  nChanged 20
		SP:Iteration 11Q (13396.840000 sec): 3 clusters
  Score: Raw -147692.723918 + Penalty 2445.131427 = -145247.592491
  nChanged 17
		SP:Iteration 12Q (13397.040000 sec): 3 clusters
  Score: Raw -147702.437439 + Penalty 2445.131427 = -145257.306012
  nChanged 12
		SP:Iteration 13Q (13397.220000 sec): 3 clusters
  Score: Raw -147710.595784 + Penalty 2445.131427 = -145265.464358
  nChanged 8
		SP:Iteration 14Q (13397.380000 sec): 3 clusters
  Score: Raw -147715.330396 + Penalty 2445.131427 = -145270.198970
  nChanged 9
		SP:Iteration 15Q (13397.570000 sec): 3 clusters
  Score: Raw -147718.971948 + Penalty 2445.131427 = -145273.840522
  nChanged 3
		SP:Iteration 16Q (13397.740000 sec): 3 clusters
  Score: Raw -147720.739713 + Penalty 2445.131427 = -145275.608286
  nChanged 4
		SP:Iteration 17Q (13397.910000 sec): 3 clusters
  Score: Raw -147723.315113 + Penalty 2445.131427 = -145278.183686
  nChanged 4
		SP:Iteration 18Q (13398.060000 sec): 3 clusters
  Score: Raw -147724.951020 + Penalty 2445.131427 = -145279.819593
  nChanged 3
		SP:Iteration 19Q (13398.260000 sec): 3 clusters
  Score: Raw -147726.588537 + Penalty 2445.131427 = -145281.457111
  nChanged 3
		SP:Iteration 20F (13398.420000 sec): 3 clusters
  Score: Raw -147728.186559 + Penalty 2445.131427 = -145283.055132
  nChanged 1
		SP:Iteration 21Q (13398.600000 sec): 3 clusters
  Score: Raw -147729.171812 + Penalty 2445.131427 = -145284.040386
  nChanged 2
		SP:Iteration 22Q (13398.800000 sec): 3 clusters
  Score: Raw -147730.658281 + Penalty 2445.131427 = -145285.526854
  nChanged 3
		SP:Iteration 23Q (13398.940000 sec): 3 clusters
  Score: Raw -147731.883986 + Penalty 2445.131427 = -145286.752560
  nChanged 2
		SP:Iteration 24Q (13399.180000 sec): 3 clusters
  Score: Raw -147732.484264 + Penalty 2445.131427 = -145287.352838
  nChanged 2
		SP:Iteration 25Q (13399.370000 sec): 3 clusters
  Score: Raw -147733.273061 + Penalty 2445.131427 = -145288.141635
  nChanged 0
		SP:Iteration 26F (13399.520000 sec): 3 clusters
  Score: Raw -147733.273061 + Penalty 2445.131427 = -145288.141635
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 47 (15271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13399.720000 sec): 2 clusters
  Score: Raw -1262943.726715 + Penalty 1565.478019 = -1261378.248696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13399.920000 sec): 3 clusters
  Score: Raw -1254059.415049 + Penalty 3130.956037 = -1250928.459012
  nChanged 6722
		SP:Iteration 1F (13400.220000 sec): 3 clusters
  Score: Raw -1257875.058502 + Penalty 3130.956037 = -1254744.102465
  nChanged 1008
		SP:Iteration 2F (13400.460000 sec): 3 clusters
  Score: Raw -1258411.387504 + Penalty 3130.956037 = -1255280.431467
  nChanged 952
		SP:Iteration 3F (13400.710000 sec): 3 clusters
  Score: Raw -1258951.510977 + Penalty 3130.956037 = -1255820.554940
  nChanged 884
		SP:Iteration 4F (13400.950000 sec): 3 clusters
  Score: Raw -1259430.217300 + Penalty 3130.956037 = -1256299.261262
  nChanged 838
		SP:Iteration 5F (13401.150000 sec): 3 clusters
  Score: Raw -1259868.989762 + Penalty 3130.956037 = -1256738.033725
  nChanged 713
		SP:Iteration 6Q (13401.420000 sec): 3 clusters
  Score: Raw -1260233.789501 + Penalty 3130.956037 = -1257102.833463
  nChanged 624
		SP:Iteration 7Q (13401.680000 sec): 3 clusters
  Score: Raw -1260547.768480 + Penalty 3130.956037 = -1257416.812442
  nChanged 604
		SP:Iteration 8Q (13401.980000 sec): 3 clusters
  Score: Raw -1260878.012531 + Penalty 3130.956037 = -1257747.056494
  nChanged 579
		SP:Iteration 9Q (13402.240000 sec): 3 clusters
  Score: Raw -1261210.701481 + Penalty 3130.956037 = -1258079.745444
  nChanged 577
		SP:Iteration 10Q (13402.450000 sec): 3 clusters
  Score: Raw -1261540.190441 + Penalty 3130.956037 = -1258409.234404
  nChanged 549
		SP:Iteration 11Q (13402.710000 sec): 3 clusters
  Score: Raw -1261848.066850 + Penalty 3130.956037 = -1258717.110812
  nChanged 508
		SP:Iteration 12Q (13402.930000 sec): 3 clusters
  Score: Raw -1262175.771896 + Penalty 3130.956037 = -1259044.815859
  nChanged 474
		SP:Iteration 13Q (13403.170000 sec): 3 clusters
  Score: Raw -1262516.236134 + Penalty 3130.956037 = -1259385.280097
  nChanged 476
		SP:Iteration 14Q (13403.390000 sec): 3 clusters
  Score: Raw -1262882.010604 + Penalty 3130.956037 = -1259751.054566
  nChanged 465
		SP:Iteration 15Q (13403.710000 sec): 3 clusters
  Score: Raw -1263275.738803 + Penalty 3130.956037 = -1260144.782766
  nChanged 450
		SP:Iteration 16Q (13403.970000 sec): 3 clusters
  Score: Raw -1263675.992789 + Penalty 3130.956037 = -1260545.036752
  nChanged 403
		SP:Iteration 17Q (13404.200000 sec): 3 clusters
  Score: Raw -1264030.383293 + Penalty 3130.956037 = -1260899.427256
  nChanged 381
		SP:Iteration 18Q (13404.450000 sec): 3 clusters
  Score: Raw -1264354.271010 + Penalty 3130.956037 = -1261223.314973
  nChanged 319
		SP:Iteration 19Q (13404.760000 sec): 3 clusters
  Score: Raw -1264600.656099 + Penalty 3130.956037 = -1261469.700062
  nChanged 256
		SP:Iteration 20F (13404.980000 sec): 3 clusters
  Score: Raw -1264748.749706 + Penalty 3130.956037 = -1261617.793668
  nChanged 197
		SP:Iteration 21Q (13405.210000 sec): 3 clusters
  Score: Raw -1264832.646526 + Penalty 3130.956037 = -1261701.690489
  nChanged 133
		SP:Iteration 22Q (13405.410000 sec): 3 clusters
  Score: Raw -1264869.377184 + Penalty 3130.956037 = -1261738.421147
  nChanged 83
		SP:Iteration 23Q (13405.640000 sec): 3 clusters
  Score: Raw -1264888.120498 + Penalty 3130.956037 = -1261757.164460
  nChanged 70
		SP:Iteration 24Q (13405.900000 sec): 3 clusters
  Score: Raw -1264900.513810 + Penalty 3130.956037 = -1261769.557773
  nChanged 39
		SP:Iteration 25Q (13406.230000 sec): 3 clusters
  Score: Raw -1264906.401792 + Penalty 3130.956037 = -1261775.445754
  nChanged 26
		SP:Iteration 26Q (13406.430000 sec): 3 clusters
  Score: Raw -1264910.038630 + Penalty 3130.956037 = -1261779.082593
  nChanged 26
		SP:Iteration 27Q (13406.630000 sec): 3 clusters
  Score: Raw -1264913.928981 + Penalty 3130.956037 = -1261782.972944
  nChanged 16
		SP:Iteration 28Q (13406.860000 sec): 3 clusters
  Score: Raw -1264915.928750 + Penalty 3130.956037 = -1261784.972712
  nChanged 17
		SP:Iteration 29Q (13407.080000 sec): 3 clusters
  Score: Raw -1264917.357497 + Penalty 3130.956037 = -1261786.401460
  nChanged 11
		SP:Iteration 30Q (13407.340000 sec): 3 clusters
  Score: Raw -1264918.483955 + Penalty 3130.956037 = -1261787.527917
  nChanged 12
		SP:Iteration 31Q (13407.560000 sec): 3 clusters
  Score: Raw -1264919.338149 + Penalty 3130.956037 = -1261788.382112
  nChanged 11
		SP:Iteration 32Q (13407.820000 sec): 3 clusters
  Score: Raw -1264920.014773 + Penalty 3130.956037 = -1261789.058735
  nChanged 4
		SP:Iteration 33Q (13408.070000 sec): 3 clusters
  Score: Raw -1264920.307977 + Penalty 3130.956037 = -1261789.351939
  nChanged 2
		SP:Iteration 34Q (13408.300000 sec): 3 clusters
  Score: Raw -1264920.458812 + Penalty 3130.956037 = -1261789.502775
  nChanged 1
		SP:Iteration 35Q (13408.520000 sec): 3 clusters
  Score: Raw -1264920.505532 + Penalty 3130.956037 = -1261789.549495
  nChanged 1
		SP:Iteration 36Q (13408.780000 sec): 3 clusters
  Score: Raw -1264920.627376 + Penalty 3130.956037 = -1261789.671339
  nChanged 3
		SP:Iteration 37Q (13408.990000 sec): 3 clusters
  Score: Raw -1264920.902023 + Penalty 3130.956037 = -1261789.945985
  nChanged 3
		SP:Iteration 38Q (13409.250000 sec): 3 clusters
  Score: Raw -1264921.112780 + Penalty 3130.956037 = -1261790.156742
  nChanged 5
		SP:Iteration 39Q (13409.450000 sec): 3 clusters
  Score: Raw -1264921.544747 + Penalty 3130.956037 = -1261790.588710
  nChanged 5
		SP:Iteration 40F (13409.690000 sec): 3 clusters
  Score: Raw -1264921.884518 + Penalty 3130.956037 = -1261790.928480
  nChanged 6
		SP:Iteration 41Q (13409.970000 sec): 3 clusters
  Score: Raw -1264922.706333 + Penalty 3130.956037 = -1261791.750295
  nChanged 8
		SP:Iteration 42Q (13410.180000 sec): 3 clusters
  Score: Raw -1264923.417708 + Penalty 3130.956037 = -1261792.461671
  nChanged 1
		SP:Iteration 43Q (13410.470000 sec): 3 clusters
  Score: Raw -1264923.474557 + Penalty 3130.956037 = -1261792.518519
  nChanged 2
		SP:Iteration 44Q (13410.710000 sec): 3 clusters
  Score: Raw -1264923.682594 + Penalty 3130.956037 = -1261792.726557
  nChanged 1
		SP:Iteration 45Q (13410.920000 sec): 3 clusters
  Score: Raw -1264923.829660 + Penalty 3130.956037 = -1261792.873622
  nChanged 1
		SP:Iteration 46Q (13411.140000 sec): 3 clusters
  Score: Raw -1264923.924748 + Penalty 3130.956037 = -1261792.968710
  nChanged 0
		SP:Iteration 47F (13411.370000 sec): 3 clusters
  Score: Raw -1264923.924748 + Penalty 3130.956037 = -1261792.968710
  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 10.68 GB.

 Trying to split cluster 48 (7191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13411.510000 sec): 2 clusters
  Score: Raw -549282.832438 + Penalty 1443.095148 = -547839.737291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13411.680000 sec): 3 clusters
  Score: Raw -545415.790932 + Penalty 2886.190295 = -542529.600637
  nChanged 3041
		SP:Iteration 1F (13411.900000 sec): 3 clusters
  Score: Raw -547233.554440 + Penalty 2886.190295 = -544347.364145
  nChanged 558
		SP:Iteration 2F (13412.120000 sec): 3 clusters
  Score: Raw -547608.221899 + Penalty 2886.190295 = -544722.031604
  nChanged 468
		SP:Iteration 3F (13412.320000 sec): 3 clusters
  Score: Raw -547921.107849 + Penalty 2886.190295 = -545034.917554
  nChanged 408
		SP:Iteration 4F (13412.470000 sec): 3 clusters
  Score: Raw -548207.127926 + Penalty 2886.190295 = -545320.937631
  nChanged 369
		SP:Iteration 5F (13412.660000 sec): 3 clusters
  Score: Raw -548442.764460 + Penalty 2886.190295 = -545556.574165
  nChanged 341
		SP:Iteration 6Q (13412.810000 sec): 3 clusters
  Score: Raw -548649.133794 + Penalty 2886.190295 = -545762.943499
  nChanged 305
		SP:Iteration 7Q (13412.970000 sec): 3 clusters
  Score: Raw -548818.960847 + Penalty 2886.190295 = -545932.770552
  nChanged 227
		SP:Iteration 8Q (13413.170000 sec): 3 clusters
  Score: Raw -548914.740955 + Penalty 2886.190295 = -546028.550660
  nChanged 172
		SP:Iteration 9Q (13413.390000 sec): 3 clusters
  Score: Raw -548986.264463 + Penalty 2886.190295 = -546100.074168
  nChanged 133
		SP:Iteration 10Q (13413.620000 sec): 3 clusters
  Score: Raw -549029.823059 + Penalty 2886.190295 = -546143.632764
  nChanged 105
		SP:Iteration 11Q (13413.850000 sec): 3 clusters
  Score: Raw -549063.438995 + Penalty 2886.190295 = -546177.248700
  nChanged 87
		SP:Iteration 12Q (13414.070000 sec): 3 clusters
  Score: Raw -549096.769302 + Penalty 2886.190295 = -546210.579007
  nChanged 97
		SP:Iteration 13Q (13414.270000 sec): 3 clusters
  Score: Raw -549131.225698 + Penalty 2886.190295 = -546245.035403
  nChanged 95
		SP:Iteration 14Q (13414.510000 sec): 3 clusters
  Score: Raw -549161.026045 + Penalty 2886.190295 = -546274.835750
  nChanged 74
		SP:Iteration 15Q (13414.710000 sec): 3 clusters
  Score: Raw -549181.987802 + Penalty 2886.190295 = -546295.797507
  nChanged 59
		SP:Iteration 16Q (13414.950000 sec): 3 clusters
  Score: Raw -549195.349668 + Penalty 2886.190295 = -546309.159373
  nChanged 49
		SP:Iteration 17Q (13415.170000 sec): 3 clusters
  Score: Raw -549208.739972 + Penalty 2886.190295 = -546322.549677
  nChanged 42
		SP:Iteration 18Q (13415.420000 sec): 3 clusters
  Score: Raw -549217.863521 + Penalty 2886.190295 = -546331.673226
  nChanged 37
		SP:Iteration 19Q (13415.670000 sec): 3 clusters
  Score: Raw -549229.110996 + Penalty 2886.190295 = -546342.920701
  nChanged 47
		SP:Iteration 20F (13415.880000 sec): 3 clusters
  Score: Raw -549243.603043 + Penalty 2886.190295 = -546357.412748
  nChanged 53
		SP:Iteration 21Q (13416.050000 sec): 3 clusters
  Score: Raw -549257.830731 + Penalty 2886.190295 = -546371.640436
  nChanged 59
		SP:Iteration 22Q (13416.290000 sec): 3 clusters
  Score: Raw -549270.698524 + Penalty 2886.190295 = -546384.508229
  nChanged 45
		SP:Iteration 23Q (13416.540000 sec): 3 clusters
  Score: Raw -549280.911026 + Penalty 2886.190295 = -546394.720731
  nChanged 41
		SP:Iteration 24Q (13416.750000 sec): 3 clusters
  Score: Raw -549290.659974 + Penalty 2886.190295 = -546404.469679
  nChanged 37
		SP:Iteration 25Q (13417.010000 sec): 3 clusters
  Score: Raw -549301.432355 + Penalty 2886.190295 = -546415.242060
  nChanged 31
		SP:Iteration 26Q (13417.250000 sec): 3 clusters
  Score: Raw -549309.156450 + Penalty 2886.190295 = -546422.966155
  nChanged 25
		SP:Iteration 27Q (13417.480000 sec): 3 clusters
  Score: Raw -549314.121174 + Penalty 2886.190295 = -546427.930879
  nChanged 25
		SP:Iteration 28Q (13417.680000 sec): 3 clusters
  Score: Raw -549320.060320 + Penalty 2886.190295 = -546433.870025
  nChanged 25
		SP:Iteration 29Q (13417.940000 sec): 3 clusters
  Score: Raw -549327.673463 + Penalty 2886.190295 = -546441.483168
  nChanged 29
		SP:Iteration 30Q (13418.150000 sec): 3 clusters
  Score: Raw -549336.540446 + Penalty 2886.190295 = -546450.350151
  nChanged 25
		SP:Iteration 31Q (13418.370000 sec): 3 clusters
  Score: Raw -549340.977253 + Penalty 2886.190295 = -546454.786958
  nChanged 11
		SP:Iteration 32Q (13418.560000 sec): 3 clusters
  Score: Raw -549343.125923 + Penalty 2886.190295 = -546456.935628
  nChanged 11
		SP:Iteration 33Q (13418.830000 sec): 3 clusters
  Score: Raw -549345.359040 + Penalty 2886.190295 = -546459.168745
  nChanged 9
		SP:Iteration 34Q (13419.040000 sec): 3 clusters
  Score: Raw -549346.769352 + Penalty 2886.190295 = -546460.579057
  nChanged 4
		SP:Iteration 35Q (13419.260000 sec): 3 clusters
  Score: Raw -549347.257171 + Penalty 2886.190295 = -546461.066876
  nChanged 4
		SP:Iteration 36Q (13419.480000 sec): 3 clusters
  Score: Raw -549347.665432 + Penalty 2886.190295 = -546461.475137
  nChanged 2
		SP:Iteration 37Q (13419.680000 sec): 3 clusters
  Score: Raw -549347.879599 + Penalty 2886.190295 = -546461.689304
  nChanged 1
		SP:Iteration 38Q (13419.890000 sec): 3 clusters
  Score: Raw -549348.126474 + Penalty 2886.190295 = -546461.936179
  nChanged 2
		SP:Iteration 39Q (13420.100000 sec): 3 clusters
  Score: Raw -549348.454531 + Penalty 2886.190295 = -546462.264236
  nChanged 2
		SP:Iteration 40F (13420.310000 sec): 3 clusters
  Score: Raw -549348.595230 + Penalty 2886.190295 = -546462.404935
  nChanged 1
		SP:Iteration 41Q (13420.550000 sec): 3 clusters
  Score: Raw -549348.799080 + Penalty 2886.190295 = -546462.608785
  nChanged 1
		SP:Iteration 42Q (13420.770000 sec): 3 clusters
  Score: Raw -549348.903140 + Penalty 2886.190295 = -546462.712845
  nChanged 1
		SP:Iteration 43Q (13420.980000 sec): 3 clusters
  Score: Raw -549349.058942 + Penalty 2886.190295 = -546462.868647
  nChanged 1
		SP:Iteration 44Q (13421.250000 sec): 3 clusters
  Score: Raw -549349.157153 + Penalty 2886.190295 = -546462.966858
  nChanged 1
		SP:Iteration 45Q (13421.470000 sec): 3 clusters
  Score: Raw -549349.224904 + Penalty 2886.190295 = -546463.034609
  nChanged 0
		SP:Iteration 46F (13421.680000 sec): 3 clusters
  Score: Raw -549349.224904 + Penalty 2886.190295 = -546463.034609
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 49 (3819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13421.830000 sec): 2 clusters
  Score: Raw -323803.701243 + Penalty 1340.258382 = -322463.442862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13422.010000 sec): 3 clusters
  Score: Raw -321901.195268 + Penalty 2680.516763 = -319220.678505
  nChanged 1516
		SP:Iteration 1F (13422.190000 sec): 3 clusters
  Score: Raw -322836.834667 + Penalty 2680.516763 = -320156.317903
  nChanged 326
		SP:Iteration 2F (13422.360000 sec): 3 clusters
  Score: Raw -323068.035731 + Penalty 2680.516763 = -320387.518967
  nChanged 254
		SP:Iteration 3F (13422.530000 sec): 3 clusters
  Score: Raw -323253.190731 + Penalty 2680.516763 = -320572.673968
  nChanged 194
		SP:Iteration 4F (13422.750000 sec): 3 clusters
  Score: Raw -323409.407544 + Penalty 2680.516763 = -320728.890780
  nChanged 172
		SP:Iteration 5Q (13422.970000 sec): 3 clusters
  Score: Raw -323533.809038 + Penalty 2680.516763 = -320853.292274
  nChanged 138
		SP:Iteration 6Q (13423.170000 sec): 3 clusters
  Score: Raw -323621.684062 + Penalty 2680.516763 = -320941.167299
  nChanged 122
		SP:Iteration 7Q (13423.400000 sec): 3 clusters
  Score: Raw -323702.186461 + Penalty 2680.516763 = -321021.669698
  nChanged 132
		SP:Iteration 8Q (13423.590000 sec): 3 clusters
  Score: Raw -323814.584177 + Penalty 2680.516763 = -321134.067413
  nChanged 134
		SP:Iteration 9Q (13423.780000 sec): 3 clusters
  Score: Raw -323931.167067 + Penalty 2680.516763 = -321250.650303
  nChanged 132
		SP:Iteration 10Q (13424.030000 sec): 3 clusters
  Score: Raw -324042.031782 + Penalty 2680.516763 = -321361.515018
  nChanged 104
		SP:Iteration 11Q (13424.200000 sec): 3 clusters
  Score: Raw -324130.686637 + Penalty 2680.516763 = -321450.169874
  nChanged 99
		SP:Iteration 12Q (13424.390000 sec): 3 clusters
  Score: Raw -324220.793745 + Penalty 2680.516763 = -321540.276981
  nChanged 85
		SP:Iteration 13Q (13424.560000 sec): 3 clusters
  Score: Raw -324284.883803 + Penalty 2680.516763 = -321604.367040
  nChanged 73
		SP:Iteration 14Q (13424.750000 sec): 3 clusters
  Score: Raw -324347.160301 + Penalty 2680.516763 = -321666.643538
  nChanged 65
		SP:Iteration 15Q (13424.930000 sec): 3 clusters
  Score: Raw -324391.138166 + Penalty 2680.516763 = -321710.621403
  nChanged 42
		SP:Iteration 16Q (13425.130000 sec): 3 clusters
  Score: Raw -324418.571372 + Penalty 2680.516763 = -321738.054609
  nChanged 34
		SP:Iteration 17Q (13425.290000 sec): 3 clusters
  Score: Raw -324431.975866 + Penalty 2680.516763 = -321751.459103
  nChanged 21
		SP:Iteration 18Q (13425.520000 sec): 3 clusters
  Score: Raw -324439.856290 + Penalty 2680.516763 = -321759.339526
  nChanged 14
		SP:Iteration 19Q (13425.700000 sec): 3 clusters
  Score: Raw -324445.379401 + Penalty 2680.516763 = -321764.862638
  nChanged 12
		SP:Iteration 20F (13425.910000 sec): 3 clusters
  Score: Raw -324448.687267 + Penalty 2680.516763 = -321768.170503
  nChanged 6
		SP:Iteration 21Q (13426.100000 sec): 3 clusters
  Score: Raw -324450.067356 + Penalty 2680.516763 = -321769.550593
  nChanged 3
		SP:Iteration 22Q (13426.280000 sec): 3 clusters
  Score: Raw -324450.490909 + Penalty 2680.516763 = -321769.974146
  nChanged 3
		SP:Iteration 23Q (13426.470000 sec): 3 clusters
  Score: Raw -324450.751537 + Penalty 2680.516763 = -321770.234774
  nChanged 1
		SP:Iteration 24Q (13426.680000 sec): 3 clusters
  Score: Raw -324450.827283 + Penalty 2680.516763 = -321770.310519
  nChanged 0
		SP:Iteration 25F (13426.860000 sec): 3 clusters
  Score: Raw -324450.827283 + Penalty 2680.516763 = -321770.310519
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 50 (7999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13427.010000 sec): 2 clusters
  Score: Raw -746084.177780 + Penalty 1460.399170 = -744623.778611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13427.230000 sec): 3 clusters
  Score: Raw -741671.996289 + Penalty 2920.798339 = -738751.197950
  nChanged 3381
		SP:Iteration 1F (13427.430000 sec): 3 clusters
  Score: Raw -743400.193652 + Penalty 2920.798339 = -740479.395312
  nChanged 445
		SP:Iteration 2F (13427.680000 sec): 3 clusters
  Score: Raw -743585.986557 + Penalty 2920.798339 = -740665.188217
  nChanged 344
		SP:Iteration 3Q (13427.890000 sec): 3 clusters
  Score: Raw -743726.736521 + Penalty 2920.798339 = -740805.938182
  nChanged 286
		SP:Iteration 4Q (13428.080000 sec): 3 clusters
  Score: Raw -743828.913500 + Penalty 2920.798339 = -740908.115161
  nChanged 259
		SP:Iteration 5Q (13428.300000 sec): 3 clusters
  Score: Raw -743920.142070 + Penalty 2920.798339 = -740999.343731
  nChanged 229
		SP:Iteration 6Q (13428.540000 sec): 3 clusters
  Score: Raw -744008.008113 + Penalty 2920.798339 = -741087.209774
  nChanged 234
		SP:Iteration 7Q (13428.800000 sec): 3 clusters
  Score: Raw -744103.228144 + Penalty 2920.798339 = -741182.429805
  nChanged 258
		SP:Iteration 8Q (13429.030000 sec): 3 clusters
  Score: Raw -744219.624591 + Penalty 2920.798339 = -741298.826252
  nChanged 285
		SP:Iteration 9Q (13429.240000 sec): 3 clusters
  Score: Raw -744375.207175 + Penalty 2920.798339 = -741454.408836
  nChanged 356
		SP:Iteration 10Q (13429.460000 sec): 3 clusters
  Score: Raw -744596.507084 + Penalty 2920.798339 = -741675.708745
  nChanged 402
		SP:Iteration 11F (13429.680000 sec): 3 clusters
  Score: Raw -744888.271826 + Penalty 2920.798339 = -741967.473486
  nChanged 414
		SP:Iteration 12F (13429.850000 sec): 3 clusters
  Score: Raw -745231.052055 + Penalty 2920.798339 = -742310.253716
  nChanged 376
		SP:Iteration 13Q (13430.100000 sec): 3 clusters
  Score: Raw -745545.510280 + Penalty 2920.798339 = -742624.711941
  nChanged 256
		SP:Iteration 14Q (13430.280000 sec): 3 clusters
  Score: Raw -745763.876816 + Penalty 2920.798339 = -742843.078476
  nChanged 193
		SP:Iteration 15Q (13430.500000 sec): 3 clusters
  Score: Raw -745952.386963 + Penalty 2920.798339 = -743031.588624
  nChanged 123
		SP:Iteration 16Q (13430.720000 sec): 3 clusters
  Score: Raw -746079.731225 + Penalty 2920.798339 = -743158.932886
  nChanged 58
		SP:Iteration 17Q (13430.900000 sec): 3 clusters
  Score: Raw -746144.437441 + Penalty 2920.798339 = -743223.639102
  nChanged 40
		SP:Iteration 18Q (13431.120000 sec): 3 clusters
  Score: Raw -746194.205659 + Penalty 2920.798339 = -743273.407319
  nChanged 29
		SP:Iteration 19Q (13431.350000 sec): 3 clusters
  Score: Raw -746232.665602 + Penalty 2920.798339 = -743311.867262
  nChanged 14
		SP:Iteration 20F (13431.540000 sec): 3 clusters
  Score: Raw -746252.346922 + Penalty 2920.798339 = -743331.548583
  nChanged 8
		SP:Iteration 21Q (13431.730000 sec): 3 clusters
  Score: Raw -746261.584365 + Penalty 2920.798339 = -743340.786026
  nChanged 5
		SP:Iteration 22Q (13431.960000 sec): 3 clusters
  Score: Raw -746270.788158 + Penalty 2920.798339 = -743349.989819
  nChanged 5
		SP:Iteration 23Q (13432.170000 sec): 3 clusters
  Score: Raw -746278.114529 + Penalty 2920.798339 = -743357.316190
  nChanged 5
		SP:Iteration 24Q (13432.370000 sec): 3 clusters
  Score: Raw -746285.155922 + Penalty 2920.798339 = -743364.357583
  nChanged 3
		SP:Iteration 25Q (13432.610000 sec): 3 clusters
  Score: Raw -746289.864137 + Penalty 2920.798339 = -743369.065798
  nChanged 3
		SP:Iteration 26Q (13432.830000 sec): 3 clusters
  Score: Raw -746294.062511 + Penalty 2920.798339 = -743373.264172
  nChanged 4
		SP:Iteration 27Q (13433.050000 sec): 3 clusters
  Score: Raw -746298.969073 + Penalty 2920.798339 = -743378.170734
  nChanged 3
		SP:Iteration 28Q (13433.290000 sec): 3 clusters
  Score: Raw -746303.472455 + Penalty 2920.798339 = -743382.674116
  nChanged 1
		SP:Iteration 29Q (13433.480000 sec): 3 clusters
  Score: Raw -746305.572474 + Penalty 2920.798339 = -743384.774135
  nChanged 2
		SP:Iteration 30Q (13433.690000 sec): 3 clusters
  Score: Raw -746307.815770 + Penalty 2920.798339 = -743387.017431
  nChanged 0
		SP:Iteration 31F (13433.920000 sec): 3 clusters
  Score: Raw -746307.815770 + Penalty 2920.798339 = -743387.017431
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 51 (13421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13434.110000 sec): 2 clusters
  Score: Raw -1140922.639886 + Penalty 1544.493588 = -1139378.146298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13434.320000 sec): 3 clusters
  Score: Raw -1133078.006615 + Penalty 3088.987175 = -1129989.019440
  nChanged 5891
		SP:Iteration 1F (13434.590000 sec): 3 clusters
  Score: Raw -1136263.783205 + Penalty 3088.987175 = -1133174.796030
  nChanged 787
		SP:Iteration 2F (13434.820000 sec): 3 clusters
  Score: Raw -1136581.561526 + Penalty 3088.987175 = -1133492.574351
  nChanged 665
		SP:Iteration 3Q (13435.080000 sec): 3 clusters
  Score: Raw -1136830.418659 + Penalty 3088.987175 = -1133741.431483
  nChanged 589
		SP:Iteration 4Q (13435.330000 sec): 3 clusters
  Score: Raw -1137066.812976 + Penalty 3088.987175 = -1133977.825801
  nChanged 529
		SP:Iteration 5Q (13435.580000 sec): 3 clusters
  Score: Raw -1137300.152233 + Penalty 3088.987175 = -1134211.165058
  nChanged 530
		SP:Iteration 6Q (13435.840000 sec): 3 clusters
  Score: Raw -1137546.785716 + Penalty 3088.987175 = -1134457.798541
  nChanged 555
		SP:Iteration 7Q (13436.070000 sec): 3 clusters
  Score: Raw -1137839.336722 + Penalty 3088.987175 = -1134750.349547
  nChanged 604
		SP:Iteration 8Q (13436.320000 sec): 3 clusters
  Score: Raw -1138157.197632 + Penalty 3088.987175 = -1135068.210457
  nChanged 627
		SP:Iteration 9Q (13436.590000 sec): 3 clusters
  Score: Raw -1138518.189647 + Penalty 3088.987175 = -1135429.202472
  nChanged 592
		SP:Iteration 10Q (13436.850000 sec): 3 clusters
  Score: Raw -1138834.280613 + Penalty 3088.987175 = -1135745.293438
  nChanged 512
		SP:Iteration 11Q (13437.090000 sec): 3 clusters
  Score: Raw -1139082.978920 + Penalty 3088.987175 = -1135993.991745
  nChanged 472
		SP:Iteration 12Q (13437.300000 sec): 3 clusters
  Score: Raw -1139312.135292 + Penalty 3088.987175 = -1136223.148117
  nChanged 435
		SP:Iteration 13Q (13437.620000 sec): 3 clusters
  Score: Raw -1139507.131789 + Penalty 3088.987175 = -1136418.144614
  nChanged 393
		SP:Iteration 14Q (13437.900000 sec): 3 clusters
  Score: Raw -1139668.973341 + Penalty 3088.987175 = -1136579.986166
  nChanged 309
		SP:Iteration 15Q (13438.110000 sec): 3 clusters
  Score: Raw -1139781.017862 + Penalty 3088.987175 = -1136692.030686
  nChanged 265
		SP:Iteration 16Q (13438.370000 sec): 3 clusters
  Score: Raw -1139869.496308 + Penalty 3088.987175 = -1136780.509133
  nChanged 223
		SP:Iteration 17Q (13438.600000 sec): 3 clusters
  Score: Raw -1139932.242853 + Penalty 3088.987175 = -1136843.255677
  nChanged 173
		SP:Iteration 18Q (13438.870000 sec): 3 clusters
  Score: Raw -1139978.248207 + Penalty 3088.987175 = -1136889.261032
  nChanged 141
		SP:Iteration 19Q (13439.090000 sec): 3 clusters
  Score: Raw -1140017.224301 + Penalty 3088.987175 = -1136928.237125
  nChanged 135
		SP:Iteration 20F (13439.360000 sec): 3 clusters
  Score: Raw -1140050.329394 + Penalty 3088.987175 = -1136961.342219
  nChanged 116
		SP:Iteration 21Q (13439.590000 sec): 3 clusters
  Score: Raw -1140074.052062 + Penalty 3088.987175 = -1136985.064887
  nChanged 91
		SP:Iteration 22Q (13439.790000 sec): 3 clusters
  Score: Raw -1140090.781391 + Penalty 3088.987175 = -1137001.794216
  nChanged 91
		SP:Iteration 23Q (13440.030000 sec): 3 clusters
  Score: Raw -1140108.542138 + Penalty 3088.987175 = -1137019.554963
  nChanged 78
		SP:Iteration 24Q (13440.330000 sec): 3 clusters
  Score: Raw -1140121.779285 + Penalty 3088.987175 = -1137032.792110
  nChanged 69
		SP:Iteration 25Q (13440.550000 sec): 3 clusters
  Score: Raw -1140133.052742 + Penalty 3088.987175 = -1137044.065567
  nChanged 62
		SP:Iteration 26Q (13440.810000 sec): 3 clusters
  Score: Raw -1140141.510657 + Penalty 3088.987175 = -1137052.523481
  nChanged 53
		SP:Iteration 27Q (13441.070000 sec): 3 clusters
  Score: Raw -1140147.853115 + Penalty 3088.987175 = -1137058.865940
  nChanged 32
		SP:Iteration 28Q (13441.330000 sec): 3 clusters
  Score: Raw -1140150.959430 + Penalty 3088.987175 = -1137061.972254
  nChanged 23
		SP:Iteration 29Q (13441.550000 sec): 3 clusters
  Score: Raw -1140154.383987 + Penalty 3088.987175 = -1137065.396812
  nChanged 26
		SP:Iteration 30Q (13441.780000 sec): 3 clusters
  Score: Raw -1140158.435865 + Penalty 3088.987175 = -1137069.448690
  nChanged 30
		SP:Iteration 31Q (13441.970000 sec): 3 clusters
  Score: Raw -1140162.579067 + Penalty 3088.987175 = -1137073.591892
  nChanged 27
		SP:Iteration 32Q (13442.240000 sec): 3 clusters
  Score: Raw -1140166.403018 + Penalty 3088.987175 = -1137077.415843
  nChanged 33
		SP:Iteration 33Q (13442.460000 sec): 3 clusters
  Score: Raw -1140171.533431 + Penalty 3088.987175 = -1137082.546256
  nChanged 53
		SP:Iteration 34Q (13442.720000 sec): 3 clusters
  Score: Raw -1140179.099717 + Penalty 3088.987175 = -1137090.112542
  nChanged 54
		SP:Iteration 35Q (13442.960000 sec): 3 clusters
  Score: Raw -1140187.281895 + Penalty 3088.987175 = -1137098.294720
  nChanged 58
		SP:Iteration 36Q (13443.240000 sec): 3 clusters
  Score: Raw -1140195.501479 + Penalty 3088.987175 = -1137106.514304
  nChanged 48
		SP:Iteration 37Q (13443.480000 sec): 3 clusters
  Score: Raw -1140203.618882 + Penalty 3088.987175 = -1137114.631707
  nChanged 45
		SP:Iteration 38Q (13443.770000 sec): 3 clusters
  Score: Raw -1140211.558846 + Penalty 3088.987175 = -1137122.571671
  nChanged 48
		SP:Iteration 39Q (13444.010000 sec): 3 clusters
  Score: Raw -1140220.329594 + Penalty 3088.987175 = -1137131.342419
  nChanged 58
		SP:Iteration 40F (13444.230000 sec): 3 clusters
  Score: Raw -1140231.746091 + Penalty 3088.987175 = -1137142.758916
  nChanged 55
		SP:Iteration 41Q (13444.470000 sec): 3 clusters
  Score: Raw -1140239.784477 + Penalty 3088.987175 = -1137150.797302
  nChanged 42
		SP:Iteration 42Q (13444.710000 sec): 3 clusters
  Score: Raw -1140245.842402 + Penalty 3088.987175 = -1137156.855227
  nChanged 43
		SP:Iteration 43Q (13444.950000 sec): 3 clusters
  Score: Raw -1140253.499076 + Penalty 3088.987175 = -1137164.511901
  nChanged 46
		SP:Iteration 44Q (13445.130000 sec): 3 clusters
  Score: Raw -1140261.032800 + Penalty 3088.987175 = -1137172.045625
  nChanged 43
		SP:Iteration 45Q (13445.370000 sec): 3 clusters
  Score: Raw -1140269.060034 + Penalty 3088.987175 = -1137180.072859
  nChanged 57
		SP:Iteration 46Q (13445.640000 sec): 3 clusters
  Score: Raw -1140279.046910 + Penalty 3088.987175 = -1137190.059735
  nChanged 51
		SP:Iteration 47Q (13445.870000 sec): 3 clusters
  Score: Raw -1140287.615891 + Penalty 3088.987175 = -1137198.628716
  nChanged 62
		SP:Iteration 48Q (13446.070000 sec): 3 clusters
  Score: Raw -1140298.613299 + Penalty 3088.987175 = -1137209.626124
  nChanged 59
		SP:Iteration 49Q (13446.330000 sec): 3 clusters
  Score: Raw -1140308.707301 + Penalty 3088.987175 = -1137219.720126
  nChanged 60
		SP:Iteration 50Q (13446.530000 sec): 3 clusters
  Score: Raw -1140318.580585 + Penalty 3088.987175 = -1137229.593410
  nChanged 48
		SP:Iteration 51Q (13446.750000 sec): 3 clusters
  Score: Raw -1140328.252908 + Penalty 3088.987175 = -1137239.265733
  nChanged 66
		SP:Iteration 52Q (13446.970000 sec): 3 clusters
  Score: Raw -1140341.859725 + Penalty 3088.987175 = -1137252.872549
  nChanged 70
		SP:Iteration 53Q (13447.200000 sec): 3 clusters
  Score: Raw -1140355.209122 + Penalty 3088.987175 = -1137266.221947
  nChanged 62
		SP:Iteration 54Q (13447.390000 sec): 3 clusters
  Score: Raw -1140365.360717 + Penalty 3088.987175 = -1137276.373542
  nChanged 44
		SP:Iteration 55Q (13447.670000 sec): 3 clusters
  Score: Raw -1140371.137373 + Penalty 3088.987175 = -1137282.150198
  nChanged 36
		SP:Iteration 56Q (13447.880000 sec): 3 clusters
  Score: Raw -1140376.676684 + Penalty 3088.987175 = -1137287.689509
  nChanged 38
		SP:Iteration 57Q (13448.090000 sec): 3 clusters
  Score: Raw -1140383.127532 + Penalty 3088.987175 = -1137294.140357
  nChanged 47
		SP:Iteration 58Q (13448.340000 sec): 3 clusters
  Score: Raw -1140390.926873 + Penalty 3088.987175 = -1137301.939698
  nChanged 51
		SP:Iteration 59Q (13448.600000 sec): 3 clusters
  Score: Raw -1140401.140710 + Penalty 3088.987175 = -1137312.153535
  nChanged 67
		SP:Iteration 60F (13448.860000 sec): 3 clusters
  Score: Raw -1140415.644354 + Penalty 3088.987175 = -1137326.657179
  nChanged 74
		SP:Iteration 61Q (13449.110000 sec): 3 clusters
  Score: Raw -1140432.326122 + Penalty 3088.987175 = -1137343.338947
  nChanged 68
		SP:Iteration 62Q (13449.280000 sec): 3 clusters
  Score: Raw -1140448.957151 + Penalty 3088.987175 = -1137359.969976
  nChanged 73
		SP:Iteration 63Q (13449.490000 sec): 3 clusters
  Score: Raw -1140467.026703 + Penalty 3088.987175 = -1137378.039528
  nChanged 79
		SP:Iteration 64Q (13449.750000 sec): 3 clusters
  Score: Raw -1140491.663954 + Penalty 3088.987175 = -1137402.676779
  nChanged 77
		SP:Iteration 65Q (13449.990000 sec): 3 clusters
  Score: Raw -1140513.539673 + Penalty 3088.987175 = -1137424.552498
  nChanged 76
		SP:Iteration 66Q (13450.270000 sec): 3 clusters
  Score: Raw -1140532.323448 + Penalty 3088.987175 = -1137443.336273
  nChanged 76
		SP:Iteration 67Q (13450.480000 sec): 3 clusters
  Score: Raw -1140552.968070 + Penalty 3088.987175 = -1137463.980895
  nChanged 77
		SP:Iteration 68Q (13450.770000 sec): 3 clusters
  Score: Raw -1140577.719142 + Penalty 3088.987175 = -1137488.731966
  nChanged 83
		SP:Iteration 69Q (13451.020000 sec): 3 clusters
  Score: Raw -1140602.533595 + Penalty 3088.987175 = -1137513.546420
  nChanged 99
		SP:Iteration 70Q (13451.290000 sec): 3 clusters
  Score: Raw -1140634.346354 + Penalty 3088.987175 = -1137545.359179
  nChanged 97
		SP:Iteration 71Q (13451.560000 sec): 3 clusters
  Score: Raw -1140665.417797 + Penalty 3088.987175 = -1137576.430622
  nChanged 94
		SP:Iteration 72Q (13451.780000 sec): 3 clusters
  Score: Raw -1140698.235495 + Penalty 3088.987175 = -1137609.248320
  nChanged 86
		SP:Iteration 73Q (13452.040000 sec): 3 clusters
  Score: Raw -1140721.038403 + Penalty 3088.987175 = -1137632.051228
  nChanged 80
		SP:Iteration 74Q (13452.270000 sec): 3 clusters
  Score: Raw -1140740.683415 + Penalty 3088.987175 = -1137651.696240
  nChanged 80
		SP:Iteration 75Q (13452.530000 sec): 3 clusters
  Score: Raw -1140761.917528 + Penalty 3088.987175 = -1137672.930353
  nChanged 84
		SP:Iteration 76Q (13452.820000 sec): 3 clusters
  Score: Raw -1140787.808176 + Penalty 3088.987175 = -1137698.821001
  nChanged 93
		SP:Iteration 77Q (13453.060000 sec): 3 clusters
  Score: Raw -1140813.460559 + Penalty 3088.987175 = -1137724.473384
  nChanged 94
		SP:Iteration 78Q (13453.340000 sec): 3 clusters
  Score: Raw -1140843.967920 + Penalty 3088.987175 = -1137754.980745
  nChanged 101
		SP:Iteration 79Q (13453.580000 sec): 3 clusters
  Score: Raw -1140873.354938 + Penalty 3088.987175 = -1137784.367763
  nChanged 91
		SP:Iteration 80F (13453.840000 sec): 3 clusters
  Score: Raw -1140894.120154 + Penalty 3088.987175 = -1137805.132979
  nChanged 76
		SP:Iteration 81Q (13454.120000 sec): 3 clusters
  Score: Raw -1140911.898788 + Penalty 3088.987175 = -1137822.911613
  nChanged 71
		SP:Iteration 82Q (13454.320000 sec): 3 clusters
  Score: Raw -1140927.327114 + Penalty 3088.987175 = -1137838.339939
  nChanged 59
		SP:Iteration 83Q (13454.540000 sec): 3 clusters
  Score: Raw -1140939.431218 + Penalty 3088.987175 = -1137850.444043
  nChanged 53
		SP:Iteration 84Q (13454.820000 sec): 3 clusters
  Score: Raw -1140951.607251 + Penalty 3088.987175 = -1137862.620076
  nChanged 45
		SP:Iteration 85Q (13455.090000 sec): 3 clusters
  Score: Raw -1140960.867827 + Penalty 3088.987175 = -1137871.880652
  nChanged 51
		SP:Iteration 86Q (13455.330000 sec): 3 clusters
  Score: Raw -1140969.695342 + Penalty 3088.987175 = -1137880.708167
  nChanged 39
		SP:Iteration 87Q (13455.530000 sec): 3 clusters
  Score: Raw -1140976.667205 + Penalty 3088.987175 = -1137887.680029
  nChanged 36
		SP:Iteration 88Q (13455.760000 sec): 3 clusters
  Score: Raw -1140984.044883 + Penalty 3088.987175 = -1137895.057708
  nChanged 40
		SP:Iteration 89Q (13456.050000 sec): 3 clusters
  Score: Raw -1140991.500910 + Penalty 3088.987175 = -1137902.513735
  nChanged 40
		SP:Iteration 90Q (13456.280000 sec): 3 clusters
  Score: Raw -1140997.729906 + Penalty 3088.987175 = -1137908.742731
  nChanged 38
		SP:Iteration 91Q (13456.590000 sec): 3 clusters
  Score: Raw -1141003.490261 + Penalty 3088.987175 = -1137914.503086
  nChanged 39
		SP:Iteration 92Q (13456.790000 sec): 3 clusters
  Score: Raw -1141009.647011 + Penalty 3088.987175 = -1137920.659836
  nChanged 33
		SP:Iteration 93Q (13457.050000 sec): 3 clusters
  Score: Raw -1141013.761223 + Penalty 3088.987175 = -1137924.774048
  nChanged 27
		SP:Iteration 94Q (13457.390000 sec): 3 clusters
  Score: Raw -1141017.085681 + Penalty 3088.987175 = -1137928.098506
  nChanged 18
		SP:Iteration 95Q (13457.630000 sec): 3 clusters
  Score: Raw -1141019.975727 + Penalty 3088.987175 = -1137930.988552
  nChanged 25
		SP:Iteration 96Q (13457.860000 sec): 3 clusters
  Score: Raw -1141023.955502 + Penalty 3088.987175 = -1137934.968327
  nChanged 25
		SP:Iteration 97Q (13458.110000 sec): 3 clusters
  Score: Raw -1141026.743453 + Penalty 3088.987175 = -1137937.756278
  nChanged 24
		SP:Iteration 98Q (13458.360000 sec): 3 clusters
  Score: Raw -1141029.880963 + Penalty 3088.987175 = -1137940.893788
  nChanged 23
		SP:Iteration 99Q (13458.620000 sec): 3 clusters
  Score: Raw -1141033.011979 + Penalty 3088.987175 = -1137944.024804
  nChanged 17
		SP:Iteration 100F (13458.880000 sec): 3 clusters
  Score: Raw -1141035.010001 + Penalty 3088.987175 = -1137946.022826
  nChanged 16
		SP:Iteration 101Q (13459.100000 sec): 3 clusters
  Score: Raw -1141037.190256 + Penalty 3088.987175 = -1137948.203081
  nChanged 16
		SP:Iteration 102Q (13459.380000 sec): 3 clusters
  Score: Raw -1141039.071441 + Penalty 3088.987175 = -1137950.084266
  nChanged 15
		SP:Iteration 103Q (13459.610000 sec): 3 clusters
  Score: Raw -1141040.799901 + Penalty 3088.987175 = -1137951.812726
  nChanged 16
		SP:Iteration 104Q (13459.900000 sec): 3 clusters
  Score: Raw -1141042.872841 + Penalty 3088.987175 = -1137953.885666
  nChanged 14
		SP:Iteration 105Q (13460.150000 sec): 3 clusters
  Score: Raw -1141044.373155 + Penalty 3088.987175 = -1137955.385980
  nChanged 10
		SP:Iteration 106Q (13460.390000 sec): 3 clusters
  Score: Raw -1141045.267961 + Penalty 3088.987175 = -1137956.280786
  nChanged 11
		SP:Iteration 107Q (13460.630000 sec): 3 clusters
  Score: Raw -1141046.117754 + Penalty 3088.987175 = -1137957.130579
  nChanged 7
		SP:Iteration 108Q (13460.840000 sec): 3 clusters
  Score: Raw -1141046.638723 + Penalty 3088.987175 = -1137957.651548
  nChanged 5
		SP:Iteration 109Q (13461.050000 sec): 3 clusters
  Score: Raw -1141047.068257 + Penalty 3088.987175 = -1137958.081082
  nChanged 4
		SP:Iteration 110Q (13461.230000 sec): 3 clusters
  Score: Raw -1141047.875717 + Penalty 3088.987175 = -1137958.888542
  nChanged 7
		SP:Iteration 111Q (13461.490000 sec): 3 clusters
  Score: Raw -1141048.555676 + Penalty 3088.987175 = -1137959.568501
  nChanged 4
		SP:Iteration 112Q (13461.710000 sec): 3 clusters
  Score: Raw -1141048.762424 + Penalty 3088.987175 = -1137959.775248
  nChanged 4
		SP:Iteration 113Q (13461.940000 sec): 3 clusters
  Score: Raw -1141049.034782 + Penalty 3088.987175 = -1137960.047607
  nChanged 5
		SP:Iteration 114Q (13462.160000 sec): 3 clusters
  Score: Raw -1141049.412538 + Penalty 3088.987175 = -1137960.425363
  nChanged 4
		SP:Iteration 115Q (13462.390000 sec): 3 clusters
  Score: Raw -1141049.833616 + Penalty 3088.987175 = -1137960.846441
  nChanged 3
		SP:Iteration 116Q (13462.580000 sec): 3 clusters
  Score: Raw -1141050.094116 + Penalty 3088.987175 = -1137961.106941
  nChanged 4
		SP:Iteration 117Q (13462.820000 sec): 3 clusters
  Score: Raw -1141050.392525 + Penalty 3088.987175 = -1137961.405350
  nChanged 2
		SP:Iteration 118Q (13463.030000 sec): 3 clusters
  Score: Raw -1141050.585905 + Penalty 3088.987175 = -1137961.598730
  nChanged 3
		SP:Iteration 119Q (13463.280000 sec): 3 clusters
  Score: Raw -1141050.868524 + Penalty 3088.987175 = -1137961.881349
  nChanged 2
		SP:Iteration 120F (13463.500000 sec): 3 clusters
  Score: Raw -1141051.244215 + Penalty 3088.987175 = -1137962.257040
  nChanged 4
		SP:Iteration 121Q (13463.760000 sec): 3 clusters
  Score: Raw -1141051.893065 + Penalty 3088.987175 = -1137962.905889
  nChanged 6
		SP:Iteration 122Q (13463.950000 sec): 3 clusters
  Score: Raw -1141052.418205 + Penalty 3088.987175 = -1137963.431029
  nChanged 2
		SP:Iteration 123Q (13464.130000 sec): 3 clusters
  Score: Raw -1141052.660703 + Penalty 3088.987175 = -1137963.673528
  nChanged 4
		SP:Iteration 124Q (13464.390000 sec): 3 clusters
  Score: Raw -1141053.118544 + Penalty 3088.987175 = -1137964.131369
  nChanged 5
		SP:Iteration 125Q (13464.590000 sec): 3 clusters
  Score: Raw -1141053.727909 + Penalty 3088.987175 = -1137964.740734
  nChanged 3
		SP:Iteration 126Q (13464.880000 sec): 3 clusters
  Score: Raw -1141053.998726 + Penalty 3088.987175 = -1137965.011551
  nChanged 3
		SP:Iteration 127Q (13465.060000 sec): 3 clusters
  Score: Raw -1141054.328939 + Penalty 3088.987175 = -1137965.341764
  nChanged 4
		SP:Iteration 128Q (13465.330000 sec): 3 clusters
  Score: Raw -1141054.577250 + Penalty 3088.987175 = -1137965.590075
  nChanged 0
		SP:Iteration 129F (13465.550000 sec): 3 clusters
  Score: Raw -1141054.577250 + Penalty 3088.987175 = -1137965.590075
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 52 (13748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13465.680000 sec): 2 clusters
  Score: Raw -1156410.400311 + Penalty 1548.405404 = -1154861.994907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13465.920000 sec): 3 clusters
  Score: Raw -1148388.585785 + Penalty 3096.810807 = -1145291.774978
  nChanged 6083
		SP:Iteration 1F (13466.120000 sec): 3 clusters
  Score: Raw -1151863.445458 + Penalty 3096.810807 = -1148766.634650
  nChanged 896
		SP:Iteration 2F (13466.380000 sec): 3 clusters
  Score: Raw -1152292.597879 + Penalty 3096.810807 = -1149195.787072
  nChanged 801
		SP:Iteration 3F (13466.600000 sec): 3 clusters
  Score: Raw -1152714.284208 + Penalty 3096.810807 = -1149617.473400
  nChanged 796
		SP:Iteration 4F (13466.840000 sec): 3 clusters
  Score: Raw -1153133.174160 + Penalty 3096.810807 = -1150036.363353
  nChanged 706
		SP:Iteration 5F (13467.060000 sec): 3 clusters
  Score: Raw -1153553.093591 + Penalty 3096.810807 = -1150456.282783
  nChanged 673
		SP:Iteration 6Q (13467.280000 sec): 3 clusters
  Score: Raw -1153961.598844 + Penalty 3096.810807 = -1150864.788036
  nChanged 619
		SP:Iteration 7Q (13467.510000 sec): 3 clusters
  Score: Raw -1154318.393564 + Penalty 3096.810807 = -1151221.582757
  nChanged 568
		SP:Iteration 8Q (13467.760000 sec): 3 clusters
  Score: Raw -1154675.289816 + Penalty 3096.810807 = -1151578.479009
  nChanged 537
		SP:Iteration 9Q (13468.010000 sec): 3 clusters
  Score: Raw -1155027.581048 + Penalty 3096.810807 = -1151930.770241
  nChanged 506
		SP:Iteration 10Q (13468.300000 sec): 3 clusters
  Score: Raw -1155367.885278 + Penalty 3096.810807 = -1152271.074471
  nChanged 469
		SP:Iteration 11Q (13468.540000 sec): 3 clusters
  Score: Raw -1155653.360623 + Penalty 3096.810807 = -1152556.549816
  nChanged 383
		SP:Iteration 12Q (13468.780000 sec): 3 clusters
  Score: Raw -1155906.000432 + Penalty 3096.810807 = -1152809.189625
  nChanged 330
		SP:Iteration 13Q (13469.020000 sec): 3 clusters
  Score: Raw -1156122.235810 + Penalty 3096.810807 = -1153025.425002
  nChanged 302
		SP:Iteration 14Q (13469.280000 sec): 3 clusters
  Score: Raw -1156342.801551 + Penalty 3096.810807 = -1153245.990744
  nChanged 247
		SP:Iteration 15Q (13469.460000 sec): 3 clusters
  Score: Raw -1156515.949334 + Penalty 3096.810807 = -1153419.138527
  nChanged 209
		SP:Iteration 16Q (13469.740000 sec): 3 clusters
  Score: Raw -1156650.249401 + Penalty 3096.810807 = -1153553.438594
  nChanged 177
		SP:Iteration 17Q (13469.960000 sec): 3 clusters
  Score: Raw -1156748.874592 + Penalty 3096.810807 = -1153652.063784
  nChanged 150
		SP:Iteration 18Q (13470.170000 sec): 3 clusters
  Score: Raw -1156823.280155 + Penalty 3096.810807 = -1153726.469348
  nChanged 117
		SP:Iteration 19Q (13470.400000 sec): 3 clusters
  Score: Raw -1156875.139024 + Penalty 3096.810807 = -1153778.328217
  nChanged 96
		SP:Iteration 20F (13470.610000 sec): 3 clusters
  Score: Raw -1156916.977693 + Penalty 3096.810807 = -1153820.166886
  nChanged 83
		SP:Iteration 21Q (13470.840000 sec): 3 clusters
  Score: Raw -1156945.755129 + Penalty 3096.810807 = -1153848.944322
  nChanged 64
		SP:Iteration 22Q (13471.040000 sec): 3 clusters
  Score: Raw -1156962.775237 + Penalty 3096.810807 = -1153865.964430
  nChanged 50
		SP:Iteration 23Q (13471.260000 sec): 3 clusters
  Score: Raw -1156972.964436 + Penalty 3096.810807 = -1153876.153629
  nChanged 27
		SP:Iteration 24Q (13471.500000 sec): 3 clusters
  Score: Raw -1156978.763559 + Penalty 3096.810807 = -1153881.952751
  nChanged 23
		SP:Iteration 25Q (13471.680000 sec): 3 clusters
  Score: Raw -1156983.052444 + Penalty 3096.810807 = -1153886.241636
  nChanged 19
		SP:Iteration 26Q (13471.890000 sec): 3 clusters
  Score: Raw -1156986.117155 + Penalty 3096.810807 = -1153889.306347
  nChanged 13
		SP:Iteration 27Q (13472.140000 sec): 3 clusters
  Score: Raw -1156987.848318 + Penalty 3096.810807 = -1153891.037511
  nChanged 9
		SP:Iteration 28Q (13472.310000 sec): 3 clusters
  Score: Raw -1156988.989096 + Penalty 3096.810807 = -1153892.178289
  nChanged 11
		SP:Iteration 29Q (13472.520000 sec): 3 clusters
  Score: Raw -1156990.144576 + Penalty 3096.810807 = -1153893.333769
  nChanged 7
		SP:Iteration 30Q (13472.750000 sec): 3 clusters
  Score: Raw -1156991.037904 + Penalty 3096.810807 = -1153894.227097
  nChanged 8
		SP:Iteration 31Q (13472.940000 sec): 3 clusters
  Score: Raw -1156992.189474 + Penalty 3096.810807 = -1153895.378666
  nChanged 8
		SP:Iteration 32Q (13473.160000 sec): 3 clusters
  Score: Raw -1156993.324427 + Penalty 3096.810807 = -1153896.513619
  nChanged 7
		SP:Iteration 33Q (13473.420000 sec): 3 clusters
  Score: Raw -1156994.953235 + Penalty 3096.810807 = -1153898.142427
  nChanged 7
		SP:Iteration 34Q (13473.710000 sec): 3 clusters
  Score: Raw -1156995.766091 + Penalty 3096.810807 = -1153898.955284
  nChanged 5
		SP:Iteration 35Q (13473.940000 sec): 3 clusters
  Score: Raw -1156996.611872 + Penalty 3096.810807 = -1153899.801064
  nChanged 6
		SP:Iteration 36Q (13474.160000 sec): 3 clusters
  Score: Raw -1156997.446121 + Penalty 3096.810807 = -1153900.635313
  nChanged 7
		SP:Iteration 37Q (13474.370000 sec): 3 clusters
  Score: Raw -1156998.445932 + Penalty 3096.810807 = -1153901.635125
  nChanged 5
		SP:Iteration 38Q (13474.630000 sec): 3 clusters
  Score: Raw -1156998.924441 + Penalty 3096.810807 = -1153902.113634
  nChanged 2
		SP:Iteration 39Q (13474.840000 sec): 3 clusters
  Score: Raw -1156999.083281 + Penalty 3096.810807 = -1153902.272474
  nChanged 0
		SP:Iteration 40F (13475.040000 sec): 3 clusters
  Score: Raw -1156999.083281 + Penalty 3096.810807 = -1153902.272474
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 53 (4668 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13475.160000 sec): 2 clusters
  Score: Raw -378637.723637 + Penalty 1372.878974 = -377264.844663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13475.380000 sec): 3 clusters
  Score: Raw -376247.104782 + Penalty 2745.757948 = -373501.346834
  nChanged 1885
		SP:Iteration 1F (13475.560000 sec): 3 clusters
  Score: Raw -377322.946068 + Penalty 2745.757948 = -374577.188120
  nChanged 330
		SP:Iteration 2F (13475.720000 sec): 3 clusters
  Score: Raw -377503.508012 + Penalty 2745.757948 = -374757.750064
  nChanged 232
		SP:Iteration 3Q (13475.960000 sec): 3 clusters
  Score: Raw -377633.352843 + Penalty 2745.757948 = -374887.594895
  nChanged 190
		SP:Iteration 4Q (13476.180000 sec): 3 clusters
  Score: Raw -377727.247813 + Penalty 2745.757948 = -374981.489865
  nChanged 160
		SP:Iteration 5Q (13476.330000 sec): 3 clusters
  Score: Raw -377798.852379 + Penalty 2745.757948 = -375053.094431
  nChanged 115
		SP:Iteration 6Q (13476.540000 sec): 3 clusters
  Score: Raw -377848.824987 + Penalty 2745.757948 = -375103.067039
  nChanged 113
		SP:Iteration 7Q (13476.750000 sec): 3 clusters
  Score: Raw -377900.470853 + Penalty 2745.757948 = -375154.712905
  nChanged 102
		SP:Iteration 8Q (13476.960000 sec): 3 clusters
  Score: Raw -377942.400073 + Penalty 2745.757948 = -375196.642125
  nChanged 92
		SP:Iteration 9Q (13477.160000 sec): 3 clusters
  Score: Raw -377990.897521 + Penalty 2745.757948 = -375245.139573
  nChanged 95
		SP:Iteration 10Q (13477.340000 sec): 3 clusters
  Score: Raw -378042.684806 + Penalty 2745.757948 = -375296.926858
  nChanged 114
		SP:Iteration 11Q (13477.510000 sec): 3 clusters
  Score: Raw -378097.184830 + Penalty 2745.757948 = -375351.426882
  nChanged 108
		SP:Iteration 12Q (13477.710000 sec): 3 clusters
  Score: Raw -378151.987402 + Penalty 2745.757948 = -375406.229454
  nChanged 106
		SP:Iteration 13Q (13477.920000 sec): 3 clusters
  Score: Raw -378203.634398 + Penalty 2745.757948 = -375457.876450
  nChanged 91
		SP:Iteration 14Q (13478.100000 sec): 3 clusters
  Score: Raw -378250.980615 + Penalty 2745.757948 = -375505.222667
  nChanged 120
		SP:Iteration 15Q (13478.280000 sec): 3 clusters
  Score: Raw -378308.465026 + Penalty 2745.757948 = -375562.707078
  nChanged 122
		SP:Iteration 16Q (13478.480000 sec): 3 clusters
  Score: Raw -378388.082608 + Penalty 2745.757948 = -375642.324660
  nChanged 124
		SP:Iteration 17Q (13478.700000 sec): 3 clusters
  Score: Raw -378464.080248 + Penalty 2745.757948 = -375718.322301
  nChanged 135
		SP:Iteration 18Q (13478.860000 sec): 3 clusters
  Score: Raw -378546.306096 + Penalty 2745.757948 = -375800.548148
  nChanged 122
		SP:Iteration 19Q (13479.030000 sec): 3 clusters
  Score: Raw -378614.809240 + Penalty 2745.757948 = -375869.051292
  nChanged 114
		SP:Iteration 20F (13479.220000 sec): 3 clusters
  Score: Raw -378689.175615 + Penalty 2745.757948 = -375943.417667
  nChanged 114
		SP:Iteration 21Q (13479.420000 sec): 3 clusters
  Score: Raw -378769.096281 + Penalty 2745.757948 = -376023.338333
  nChanged 109
		SP:Iteration 22Q (13479.620000 sec): 3 clusters
  Score: Raw -378833.942205 + Penalty 2745.757948 = -376088.184257
  nChanged 72
		SP:Iteration 23Q (13479.800000 sec): 3 clusters
  Score: Raw -378865.972625 + Penalty 2745.757948 = -376120.214677
  nChanged 58
		SP:Iteration 24Q (13480.000000 sec): 3 clusters
  Score: Raw -378887.222304 + Penalty 2745.757948 = -376141.464356
  nChanged 42
		SP:Iteration 25Q (13480.180000 sec): 3 clusters
  Score: Raw -378903.842136 + Penalty 2745.757948 = -376158.084188
  nChanged 27
		SP:Iteration 26Q (13480.380000 sec): 3 clusters
  Score: Raw -378912.924714 + Penalty 2745.757948 = -376167.166766
  nChanged 24
		SP:Iteration 27Q (13480.580000 sec): 3 clusters
  Score: Raw -378920.052528 + Penalty 2745.757948 = -376174.294581
  nChanged 20
		SP:Iteration 28Q (13480.800000 sec): 3 clusters
  Score: Raw -378925.453450 + Penalty 2745.757948 = -376179.695502
  nChanged 19
		SP:Iteration 29Q (13481.000000 sec): 3 clusters
  Score: Raw -378930.802399 + Penalty 2745.757948 = -376185.044451
  nChanged 18
		SP:Iteration 30Q (13481.210000 sec): 3 clusters
  Score: Raw -378938.634144 + Penalty 2745.757948 = -376192.876196
  nChanged 20
		SP:Iteration 31Q (13481.390000 sec): 3 clusters
  Score: Raw -378944.748305 + Penalty 2745.757948 = -376198.990357
  nChanged 13
		SP:Iteration 32Q (13481.640000 sec): 3 clusters
  Score: Raw -378950.907726 + Penalty 2745.757948 = -376205.149778
  nChanged 13
		SP:Iteration 33Q (13481.900000 sec): 3 clusters
  Score: Raw -378953.826784 + Penalty 2745.757948 = -376208.068836
  nChanged 6
		SP:Iteration 34Q (13482.080000 sec): 3 clusters
  Score: Raw -378955.420256 + Penalty 2745.757948 = -376209.662308
  nChanged 4
		SP:Iteration 35Q (13482.300000 sec): 3 clusters
  Score: Raw -378956.233332 + Penalty 2745.757948 = -376210.475384
  nChanged 4
		SP:Iteration 36Q (13482.520000 sec): 3 clusters
  Score: Raw -378957.489289 + Penalty 2745.757948 = -376211.731341
  nChanged 8
		SP:Iteration 37Q (13482.700000 sec): 3 clusters
  Score: Raw -378960.502259 + Penalty 2745.757948 = -376214.744311
  nChanged 10
		SP:Iteration 38Q (13482.880000 sec): 3 clusters
  Score: Raw -378962.659028 + Penalty 2745.757948 = -376216.901080
  nChanged 6
		SP:Iteration 39Q (13483.070000 sec): 3 clusters
  Score: Raw -378963.835739 + Penalty 2745.757948 = -376218.077791
  nChanged 3
		SP:Iteration 40F (13483.290000 sec): 3 clusters
  Score: Raw -378964.883001 + Penalty 2745.757948 = -376219.125053
  nChanged 3
		SP:Iteration 41Q (13483.480000 sec): 3 clusters
  Score: Raw -378965.398744 + Penalty 2745.757948 = -376219.640796
  nChanged 3
		SP:Iteration 42Q (13483.640000 sec): 3 clusters
  Score: Raw -378966.741657 + Penalty 2745.757948 = -376220.983709
  nChanged 2
		SP:Iteration 43Q (13483.860000 sec): 3 clusters
  Score: Raw -378966.977401 + Penalty 2745.757948 = -376221.219453
  nChanged 0
		SP:Iteration 44F (13484.020000 sec): 3 clusters
  Score: Raw -378966.977401 + Penalty 2745.757948 = -376221.219453
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 54 (28057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13484.260000 sec): 2 clusters
  Score: Raw -2295988.959100 + Penalty 1664.323933 = -2294324.635167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13484.580000 sec): 3 clusters
  Score: Raw -2278814.227529 + Penalty 3328.647866 = -2275485.579663
  nChanged 12807
		SP:Iteration 1F (13484.870000 sec): 3 clusters
  Score: Raw -2286049.426328 + Penalty 3328.647866 = -2282720.778462
  nChanged 1495
		SP:Iteration 2F (13485.150000 sec): 3 clusters
  Score: Raw -2286737.992676 + Penalty 3328.647866 = -2283409.344810
  nChanged 1558
		SP:Iteration 3F (13485.480000 sec): 3 clusters
  Score: Raw -2287545.709988 + Penalty 3328.647866 = -2284217.062122
  nChanged 1626
		SP:Iteration 4F (13485.770000 sec): 3 clusters
  Score: Raw -2288493.677449 + Penalty 3328.647866 = -2285165.029583
  nChanged 1697
		SP:Iteration 5F (13486.030000 sec): 3 clusters
  Score: Raw -2289469.439325 + Penalty 3328.647866 = -2286140.791459
  nChanged 1634
		SP:Iteration 6F (13486.340000 sec): 3 clusters
  Score: Raw -2290385.453663 + Penalty 3328.647866 = -2287056.805797
  nChanged 1539
		SP:Iteration 7F (13486.610000 sec): 3 clusters
  Score: Raw -2291191.790487 + Penalty 3328.647866 = -2287863.142621
  nChanged 1371
		SP:Iteration 8Q (13486.920000 sec): 3 clusters
  Score: Raw -2291824.520894 + Penalty 3328.647866 = -2288495.873028
  nChanged 1164
		SP:Iteration 9Q (13487.250000 sec): 3 clusters
  Score: Raw -2292305.800310 + Penalty 3328.647866 = -2288977.152444
  nChanged 1018
		SP:Iteration 10Q (13487.540000 sec): 3 clusters
  Score: Raw -2292696.692951 + Penalty 3328.647866 = -2289368.045085
  nChanged 907
		SP:Iteration 11Q (13487.810000 sec): 3 clusters
  Score: Raw -2293060.125152 + Penalty 3328.647866 = -2289731.477286
  nChanged 934
		SP:Iteration 12Q (13488.110000 sec): 3 clusters
  Score: Raw -2293477.146395 + Penalty 3328.647866 = -2290148.498528
  nChanged 953
		SP:Iteration 13Q (13488.400000 sec): 3 clusters
  Score: Raw -2293967.023068 + Penalty 3328.647866 = -2290638.375202
  nChanged 985
		SP:Iteration 14Q (13488.720000 sec): 3 clusters
  Score: Raw -2294516.565414 + Penalty 3328.647866 = -2291187.917548
  nChanged 929
		SP:Iteration 15Q (13489.000000 sec): 3 clusters
  Score: Raw -2295005.866835 + Penalty 3328.647866 = -2291677.218969
  nChanged 820
		SP:Iteration 16Q (13489.300000 sec): 3 clusters
  Score: Raw -2295401.432263 + Penalty 3328.647866 = -2292072.784397
  nChanged 672
		SP:Iteration 17Q (13489.600000 sec): 3 clusters
  Score: Raw -2295701.145603 + Penalty 3328.647866 = -2292372.497737
  nChanged 563
		SP:Iteration 18Q (13489.910000 sec): 3 clusters
  Score: Raw -2295942.683527 + Penalty 3328.647866 = -2292614.035661
  nChanged 506
		SP:Iteration 19Q (13490.210000 sec): 3 clusters
  Score: Raw -2296142.270604 + Penalty 3328.647866 = -2292813.622737
  nChanged 435
		SP:Iteration 20F (13490.500000 sec): 3 clusters
  Score: Raw -2296297.266641 + Penalty 3328.647866 = -2292968.618775
  nChanged 398
		SP:Iteration 21Q (13490.820000 sec): 3 clusters
  Score: Raw -2296430.917002 + Penalty 3328.647866 = -2293102.269136
  nChanged 334
		SP:Iteration 22Q (13491.130000 sec): 3 clusters
  Score: Raw -2296545.250517 + Penalty 3328.647866 = -2293216.602651
  nChanged 321
		SP:Iteration 23Q (13491.420000 sec): 3 clusters
  Score: Raw -2296648.018175 + Penalty 3328.647866 = -2293319.370309
  nChanged 272
		SP:Iteration 24Q (13491.720000 sec): 3 clusters
  Score: Raw -2296731.584716 + Penalty 3328.647866 = -2293402.936850
  nChanged 209
		SP:Iteration 25Q (13491.950000 sec): 3 clusters
  Score: Raw -2296790.639896 + Penalty 3328.647866 = -2293461.992030
  nChanged 190
		SP:Iteration 26Q (13492.260000 sec): 3 clusters
  Score: Raw -2296840.227966 + Penalty 3328.647866 = -2293511.580100
  nChanged 145
		SP:Iteration 27Q (13492.510000 sec): 3 clusters
  Score: Raw -2296877.276865 + Penalty 3328.647866 = -2293548.628999
  nChanged 119
		SP:Iteration 28Q (13492.830000 sec): 3 clusters
  Score: Raw -2296904.156039 + Penalty 3328.647866 = -2293575.508173
  nChanged 106
		SP:Iteration 29Q (13493.100000 sec): 3 clusters
  Score: Raw -2296927.549044 + Penalty 3328.647866 = -2293598.901178
  nChanged 102
		SP:Iteration 30Q (13493.380000 sec): 3 clusters
  Score: Raw -2296946.979642 + Penalty 3328.647866 = -2293618.331775
  nChanged 82
		SP:Iteration 31Q (13493.680000 sec): 3 clusters
  Score: Raw -2296962.197238 + Penalty 3328.647866 = -2293633.549372
  nChanged 65
		SP:Iteration 32Q (13493.950000 sec): 3 clusters
  Score: Raw -2296974.660039 + Penalty 3328.647866 = -2293646.012173
  nChanged 54
		SP:Iteration 33Q (13494.250000 sec): 3 clusters
  Score: Raw -2296984.991425 + Penalty 3328.647866 = -2293656.343559
  nChanged 48
		SP:Iteration 34Q (13494.540000 sec): 3 clusters
  Score: Raw -2296992.874566 + Penalty 3328.647866 = -2293664.226700
  nChanged 44
		SP:Iteration 35Q (13494.840000 sec): 3 clusters
  Score: Raw -2296999.486882 + Penalty 3328.647866 = -2293670.839016
  nChanged 35
		SP:Iteration 36Q (13495.110000 sec): 3 clusters
  Score: Raw -2297005.109597 + Penalty 3328.647866 = -2293676.461731
  nChanged 34
		SP:Iteration 37Q (13495.400000 sec): 3 clusters
  Score: Raw -2297010.579458 + Penalty 3328.647866 = -2293681.931592
  nChanged 25
		SP:Iteration 38Q (13495.690000 sec): 3 clusters
  Score: Raw -2297014.216476 + Penalty 3328.647866 = -2293685.568610
  nChanged 23
		SP:Iteration 39Q (13495.930000 sec): 3 clusters
  Score: Raw -2297017.257592 + Penalty 3328.647866 = -2293688.609726
  nChanged 15
		SP:Iteration 40F (13496.250000 sec): 3 clusters
  Score: Raw -2297019.409376 + Penalty 3328.647866 = -2293690.761510
  nChanged 23
		SP:Iteration 41Q (13496.520000 sec): 3 clusters
  Score: Raw -2297023.028774 + Penalty 3328.647866 = -2293694.380908
  nChanged 17
		SP:Iteration 42Q (13496.830000 sec): 3 clusters
  Score: Raw -2297025.631856 + Penalty 3328.647866 = -2293696.983990
  nChanged 10
		SP:Iteration 43Q (13497.150000 sec): 3 clusters
  Score: Raw -2297026.744749 + Penalty 3328.647866 = -2293698.096883
  nChanged 11
		SP:Iteration 44Q (13497.430000 sec): 3 clusters
  Score: Raw -2297028.140610 + Penalty 3328.647866 = -2293699.492744
  nChanged 12
		SP:Iteration 45Q (13497.770000 sec): 3 clusters
  Score: Raw -2297029.817460 + Penalty 3328.647866 = -2293701.169594
  nChanged 8
		SP:Iteration 46Q (13498.050000 sec): 3 clusters
  Score: Raw -2297031.017387 + Penalty 3328.647866 = -2293702.369521
  nChanged 17
		SP:Iteration 47Q (13498.400000 sec): 3 clusters
  Score: Raw -2297033.900773 + Penalty 3328.647866 = -2293705.252907
  nChanged 17
		SP:Iteration 48Q (13498.690000 sec): 3 clusters
  Score: Raw -2297036.516504 + Penalty 3328.647866 = -2293707.868638
  nChanged 12
		SP:Iteration 49Q (13498.970000 sec): 3 clusters
  Score: Raw -2297038.406746 + Penalty 3328.647866 = -2293709.758880
  nChanged 9
		SP:Iteration 50Q (13499.290000 sec): 3 clusters
  Score: Raw -2297039.609914 + Penalty 3328.647866 = -2293710.962048
  nChanged 10
		SP:Iteration 51Q (13499.560000 sec): 3 clusters
  Score: Raw -2297041.272315 + Penalty 3328.647866 = -2293712.624449
  nChanged 10
		SP:Iteration 52Q (13499.850000 sec): 3 clusters
  Score: Raw -2297043.136363 + Penalty 3328.647866 = -2293714.488497
  nChanged 10
		SP:Iteration 53Q (13500.150000 sec): 3 clusters
  Score: Raw -2297044.212943 + Penalty 3328.647866 = -2293715.565077
  nChanged 8
		SP:Iteration 54Q (13500.400000 sec): 3 clusters
  Score: Raw -2297044.898524 + Penalty 3328.647866 = -2293716.250658
  nChanged 4
		SP:Iteration 55Q (13500.730000 sec): 3 clusters
  Score: Raw -2297045.235675 + Penalty 3328.647866 = -2293716.587809
  nChanged 2
		SP:Iteration 56Q (13500.960000 sec): 3 clusters
  Score: Raw -2297045.584528 + Penalty 3328.647866 = -2293716.936662
  nChanged 3
		SP:Iteration 57Q (13501.210000 sec): 3 clusters
  Score: Raw -2297045.955257 + Penalty 3328.647866 = -2293717.307391
  nChanged 4
		SP:Iteration 58Q (13501.530000 sec): 3 clusters
  Score: Raw -2297046.609560 + Penalty 3328.647866 = -2293717.961694
  nChanged 6
		SP:Iteration 59Q (13501.800000 sec): 3 clusters
  Score: Raw -2297047.218244 + Penalty 3328.647866 = -2293718.570378
  nChanged 3
		SP:Iteration 60F (13502.100000 sec): 3 clusters
  Score: Raw -2297047.684353 + Penalty 3328.647866 = -2293719.036487
  nChanged 4
		SP:Iteration 61Q (13502.400000 sec): 3 clusters
  Score: Raw -2297048.163816 + Penalty 3328.647866 = -2293719.515949
  nChanged 4
		SP:Iteration 62Q (13502.700000 sec): 3 clusters
  Score: Raw -2297048.642428 + Penalty 3328.647866 = -2293719.994562
  nChanged 5
		SP:Iteration 63Q (13502.960000 sec): 3 clusters
  Score: Raw -2297049.511118 + Penalty 3328.647866 = -2293720.863251
  nChanged 4
		SP:Iteration 64Q (13503.290000 sec): 3 clusters
  Score: Raw -2297049.876994 + Penalty 3328.647866 = -2293721.229128
  nChanged 1
		SP:Iteration 65Q (13503.620000 sec): 3 clusters
  Score: Raw -2297050.027407 + Penalty 3328.647866 = -2293721.379541
  nChanged 2
		SP:Iteration 66Q (13503.930000 sec): 3 clusters
  Score: Raw -2297050.412000 + Penalty 3328.647866 = -2293721.764134
  nChanged 3
		SP:Iteration 67Q (13504.220000 sec): 3 clusters
  Score: Raw -2297050.632242 + Penalty 3328.647866 = -2293721.984376
  nChanged 1
		SP:Iteration 68Q (13504.480000 sec): 3 clusters
  Score: Raw -2297050.753529 + Penalty 3328.647866 = -2293722.105663
  nChanged 1
		SP:Iteration 69Q (13504.820000 sec): 3 clusters
  Score: Raw -2297050.825797 + Penalty 3328.647866 = -2293722.177931
  nChanged 0
		SP:Iteration 70F (13505.120000 sec): 3 clusters
  Score: Raw -2297050.825797 + Penalty 3328.647866 = -2293722.177931
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 55 (4227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13505.260000 sec): 2 clusters
  Score: Raw -315439.098338 + Penalty 1356.752768 = -314082.345570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13505.420000 sec): 3 clusters
  Score: Raw -313318.156452 + Penalty 2713.505535 = -310604.650917
  nChanged 1689
		SP:Iteration 1F (13505.630000 sec): 3 clusters
  Score: Raw -314520.896374 + Penalty 2713.505535 = -311807.390839
  nChanged 405
		SP:Iteration 2F (13505.820000 sec): 3 clusters
  Score: Raw -314839.014772 + Penalty 2713.505535 = -312125.509237
  nChanged 293
		SP:Iteration 3F (13506.020000 sec): 3 clusters
  Score: Raw -315062.035952 + Penalty 2713.505535 = -312348.530417
  nChanged 255
		SP:Iteration 4F (13506.200000 sec): 3 clusters
  Score: Raw -315253.908204 + Penalty 2713.505535 = -312540.402669
  nChanged 209
		SP:Iteration 5Q (13506.380000 sec): 3 clusters
  Score: Raw -315415.179128 + Penalty 2713.505535 = -312701.673593
  nChanged 157
		SP:Iteration 6Q (13506.580000 sec): 3 clusters
  Score: Raw -315515.517405 + Penalty 2713.505535 = -312802.011870
  nChanged 126
		SP:Iteration 7Q (13506.780000 sec): 3 clusters
  Score: Raw -315589.685615 + Penalty 2713.505535 = -312876.180080
  nChanged 102
		SP:Iteration 8Q (13506.960000 sec): 3 clusters
  Score: Raw -315647.897504 + Penalty 2713.505535 = -312934.391969
  nChanged 95
		SP:Iteration 9Q (13507.160000 sec): 3 clusters
  Score: Raw -315712.250842 + Penalty 2713.505535 = -312998.745307
  nChanged 98
		SP:Iteration 10Q (13507.340000 sec): 3 clusters
  Score: Raw -315769.579803 + Penalty 2713.505535 = -313056.074268
  nChanged 87
		SP:Iteration 11Q (13507.530000 sec): 3 clusters
  Score: Raw -315813.152376 + Penalty 2713.505535 = -313099.646841
  nChanged 72
		SP:Iteration 12Q (13507.720000 sec): 3 clusters
  Score: Raw -315850.653666 + Penalty 2713.505535 = -313137.148131
  nChanged 66
		SP:Iteration 13Q (13507.920000 sec): 3 clusters
  Score: Raw -315888.373225 + Penalty 2713.505535 = -313174.867690
  nChanged 66
		SP:Iteration 14Q (13508.120000 sec): 3 clusters
  Score: Raw -315925.105491 + Penalty 2713.505535 = -313211.599955
  nChanged 74
		SP:Iteration 15Q (13508.320000 sec): 3 clusters
  Score: Raw -315967.822476 + Penalty 2713.505535 = -313254.316941
  nChanged 74
		SP:Iteration 16Q (13508.480000 sec): 3 clusters
  Score: Raw -316011.390247 + Penalty 2713.505535 = -313297.884712
  nChanged 86
		SP:Iteration 17Q (13508.690000 sec): 3 clusters
  Score: Raw -316061.424958 + Penalty 2713.505535 = -313347.919423
  nChanged 84
		SP:Iteration 18Q (13508.900000 sec): 3 clusters
  Score: Raw -316101.742709 + Penalty 2713.505535 = -313388.237173
  nChanged 71
		SP:Iteration 19Q (13509.120000 sec): 3 clusters
  Score: Raw -316134.517657 + Penalty 2713.505535 = -313421.012122
  nChanged 63
		SP:Iteration 20F (13509.300000 sec): 3 clusters
  Score: Raw -316164.393156 + Penalty 2713.505535 = -313450.887620
  nChanged 54
		SP:Iteration 21Q (13509.500000 sec): 3 clusters
  Score: Raw -316191.622948 + Penalty 2713.505535 = -313478.117413
  nChanged 50
		SP:Iteration 22Q (13509.700000 sec): 3 clusters
  Score: Raw -316216.313253 + Penalty 2713.505535 = -313502.807718
  nChanged 53
		SP:Iteration 23Q (13509.890000 sec): 3 clusters
  Score: Raw -316241.655422 + Penalty 2713.505535 = -313528.149887
  nChanged 44
		SP:Iteration 24Q (13510.100000 sec): 3 clusters
  Score: Raw -316263.178647 + Penalty 2713.505535 = -313549.673112
  nChanged 37
		SP:Iteration 25Q (13510.300000 sec): 3 clusters
  Score: Raw -316278.937577 + Penalty 2713.505535 = -313565.432041
  nChanged 28
		SP:Iteration 26Q (13510.500000 sec): 3 clusters
  Score: Raw -316288.333829 + Penalty 2713.505535 = -313574.828294
  nChanged 22
		SP:Iteration 27Q (13510.710000 sec): 3 clusters
  Score: Raw -316293.464241 + Penalty 2713.505535 = -313579.958706
  nChanged 11
		SP:Iteration 28Q (13510.890000 sec): 3 clusters
  Score: Raw -316295.436620 + Penalty 2713.505535 = -313581.931085
  nChanged 10
		SP:Iteration 29Q (13511.080000 sec): 3 clusters
  Score: Raw -316298.572432 + Penalty 2713.505535 = -313585.066896
  nChanged 11
		SP:Iteration 30Q (13511.320000 sec): 3 clusters
  Score: Raw -316301.673817 + Penalty 2713.505535 = -313588.168282
  nChanged 7
		SP:Iteration 31Q (13511.490000 sec): 3 clusters
  Score: Raw -316303.749379 + Penalty 2713.505535 = -313590.243844
  nChanged 3
		SP:Iteration 32Q (13511.630000 sec): 3 clusters
  Score: Raw -316305.274500 + Penalty 2713.505535 = -313591.768965
  nChanged 7
		SP:Iteration 33Q (13511.870000 sec): 3 clusters
  Score: Raw -316309.369236 + Penalty 2713.505535 = -313595.863700
  nChanged 8
		SP:Iteration 34Q (13512.040000 sec): 3 clusters
  Score: Raw -316311.117322 + Penalty 2713.505535 = -313597.611786
  nChanged 4
		SP:Iteration 35Q (13512.230000 sec): 3 clusters
  Score: Raw -316311.929218 + Penalty 2713.505535 = -313598.423683
  nChanged 3
		SP:Iteration 36Q (13512.400000 sec): 3 clusters
  Score: Raw -316312.484073 + Penalty 2713.505535 = -313598.978538
  nChanged 5
		SP:Iteration 37Q (13512.580000 sec): 3 clusters
  Score: Raw -316313.259534 + Penalty 2713.505535 = -313599.753999
  nChanged 2
		SP:Iteration 38Q (13512.780000 sec): 3 clusters
  Score: Raw -316313.411712 + Penalty 2713.505535 = -313599.906177
  nChanged 0
		SP:Iteration 39F (13512.980000 sec): 3 clusters
  Score: Raw -316313.411712 + Penalty 2713.505535 = -313599.906177
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 56 (5298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13513.080000 sec): 2 clusters
  Score: Raw -389621.620130 + Penalty 1393.451259 = -388228.168871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13513.270000 sec): 3 clusters
  Score: Raw -386819.971457 + Penalty 2786.902518 = -384033.068939
  nChanged 2200
		SP:Iteration 1F (13513.480000 sec): 3 clusters
  Score: Raw -388289.258897 + Penalty 2786.902518 = -385502.356380
  nChanged 542
		SP:Iteration 2F (13513.670000 sec): 3 clusters
  Score: Raw -388797.654607 + Penalty 2786.902518 = -386010.752089
  nChanged 455
		SP:Iteration 3F (13513.850000 sec): 3 clusters
  Score: Raw -389220.630166 + Penalty 2786.902518 = -386433.727648
  nChanged 341
		SP:Iteration 4F (13514.040000 sec): 3 clusters
  Score: Raw -389533.112793 + Penalty 2786.902518 = -386746.210275
  nChanged 301
		SP:Iteration 5F (13514.290000 sec): 3 clusters
  Score: Raw -389808.490426 + Penalty 2786.902518 = -387021.587909
  nChanged 237
		SP:Iteration 6Q (13514.460000 sec): 3 clusters
  Score: Raw -389994.489876 + Penalty 2786.902518 = -387207.587358
  nChanged 198
		SP:Iteration 7Q (13514.650000 sec): 3 clusters
  Score: Raw -390123.966083 + Penalty 2786.902518 = -387337.063565
  nChanged 164
		SP:Iteration 8Q (13514.830000 sec): 3 clusters
  Score: Raw -390232.783583 + Penalty 2786.902518 = -387445.881065
  nChanged 151
		SP:Iteration 9Q (13515.030000 sec): 3 clusters
  Score: Raw -390321.551966 + Penalty 2786.902518 = -387534.649448
  nChanged 116
		SP:Iteration 10Q (13515.220000 sec): 3 clusters
  Score: Raw -390394.575909 + Penalty 2786.902518 = -387607.673392
  nChanged 102
		SP:Iteration 11Q (13515.420000 sec): 3 clusters
  Score: Raw -390456.533575 + Penalty 2786.902518 = -387669.631057
  nChanged 84
		SP:Iteration 12Q (13515.620000 sec): 3 clusters
  Score: Raw -390508.859369 + Penalty 2786.902518 = -387721.956851
  nChanged 88
		SP:Iteration 13Q (13515.800000 sec): 3 clusters
  Score: Raw -390563.690220 + Penalty 2786.902518 = -387776.787702
  nChanged 64
		SP:Iteration 14Q (13516.010000 sec): 3 clusters
  Score: Raw -390598.430262 + Penalty 2786.902518 = -387811.527745
  nChanged 55
		SP:Iteration 15Q (13516.180000 sec): 3 clusters
  Score: Raw -390620.772018 + Penalty 2786.902518 = -387833.869500
  nChanged 45
		SP:Iteration 16Q (13516.410000 sec): 3 clusters
  Score: Raw -390638.769071 + Penalty 2786.902518 = -387851.866553
  nChanged 34
		SP:Iteration 17Q (13516.600000 sec): 3 clusters
  Score: Raw -390648.417560 + Penalty 2786.902518 = -387861.515042
  nChanged 19
		SP:Iteration 18Q (13516.810000 sec): 3 clusters
  Score: Raw -390653.786493 + Penalty 2786.902518 = -387866.883975
  nChanged 14
		SP:Iteration 19Q (13517.000000 sec): 3 clusters
  Score: Raw -390657.594521 + Penalty 2786.902518 = -387870.692004
  nChanged 13
		SP:Iteration 20F (13517.200000 sec): 3 clusters
  Score: Raw -390660.241672 + Penalty 2786.902518 = -387873.339154
  nChanged 9
		SP:Iteration 21Q (13517.350000 sec): 3 clusters
  Score: Raw -390662.570364 + Penalty 2786.902518 = -387875.667846
  nChanged 12
		SP:Iteration 22Q (13517.580000 sec): 3 clusters
  Score: Raw -390665.434205 + Penalty 2786.902518 = -387878.531687
  nChanged 12
		SP:Iteration 23Q (13517.770000 sec): 3 clusters
  Score: Raw -390668.689559 + Penalty 2786.902518 = -387881.787041
  nChanged 9
		SP:Iteration 24Q (13517.960000 sec): 3 clusters
  Score: Raw -390670.391564 + Penalty 2786.902518 = -387883.489046
  nChanged 7
		SP:Iteration 25Q (13518.150000 sec): 3 clusters
  Score: Raw -390673.455296 + Penalty 2786.902518 = -387886.552779
  nChanged 10
		SP:Iteration 26Q (13518.360000 sec): 3 clusters
  Score: Raw -390675.542146 + Penalty 2786.902518 = -387888.639628
  nChanged 6
		SP:Iteration 27Q (13518.530000 sec): 3 clusters
  Score: Raw -390677.708881 + Penalty 2786.902518 = -387890.806363
  nChanged 6
		SP:Iteration 28Q (13518.720000 sec): 3 clusters
  Score: Raw -390679.307705 + Penalty 2786.902518 = -387892.405187
  nChanged 8
		SP:Iteration 29Q (13518.920000 sec): 3 clusters
  Score: Raw -390680.992273 + Penalty 2786.902518 = -387894.089756
  nChanged 9
		SP:Iteration 30Q (13519.100000 sec): 3 clusters
  Score: Raw -390683.140198 + Penalty 2786.902518 = -387896.237680
  nChanged 11
		SP:Iteration 31Q (13519.300000 sec): 3 clusters
  Score: Raw -390684.946599 + Penalty 2786.902518 = -387898.044081
  nChanged 7
		SP:Iteration 32Q (13519.530000 sec): 3 clusters
  Score: Raw -390686.975064 + Penalty 2786.902518 = -387900.072546
  nChanged 9
		SP:Iteration 33Q (13519.760000 sec): 3 clusters
  Score: Raw -390689.243258 + Penalty 2786.902518 = -387902.340740
  nChanged 8
		SP:Iteration 34Q (13519.930000 sec): 3 clusters
  Score: Raw -390693.587919 + Penalty 2786.902518 = -387906.685401
  nChanged 14
		SP:Iteration 35Q (13520.160000 sec): 3 clusters
  Score: Raw -390696.155696 + Penalty 2786.902518 = -387909.253179
  nChanged 5
		SP:Iteration 36Q (13520.360000 sec): 3 clusters
  Score: Raw -390697.814670 + Penalty 2786.902518 = -387910.912152
  nChanged 9
		SP:Iteration 37Q (13520.540000 sec): 3 clusters
  Score: Raw -390699.652014 + Penalty 2786.902518 = -387912.749496
  nChanged 3
		SP:Iteration 38Q (13520.710000 sec): 3 clusters
  Score: Raw -390700.564227 + Penalty 2786.902518 = -387913.661709
  nChanged 4
		SP:Iteration 39Q (13520.940000 sec): 3 clusters
  Score: Raw -390701.197061 + Penalty 2786.902518 = -387914.294543
  nChanged 3
		SP:Iteration 40F (13521.170000 sec): 3 clusters
  Score: Raw -390701.488845 + Penalty 2786.902518 = -387914.586327
  nChanged 2
		SP:Iteration 41Q (13521.340000 sec): 3 clusters
  Score: Raw -390701.873402 + Penalty 2786.902518 = -387914.970884
  nChanged 1
		SP:Iteration 42Q (13521.540000 sec): 3 clusters
  Score: Raw -390702.021406 + Penalty 2786.902518 = -387915.118888
  nChanged 1
		SP:Iteration 43Q (13521.800000 sec): 3 clusters
  Score: Raw -390702.226174 + Penalty 2786.902518 = -387915.323656
  nChanged 1
		SP:Iteration 44Q (13521.990000 sec): 3 clusters
  Score: Raw -390702.459228 + Penalty 2786.902518 = -387915.556711
  nChanged 2
		SP:Iteration 45Q (13522.240000 sec): 3 clusters
  Score: Raw -390702.621224 + Penalty 2786.902518 = -387915.718706
  nChanged 0
		SP:Iteration 46F (13522.410000 sec): 3 clusters
  Score: Raw -390702.621224 + Penalty 2786.902518 = -387915.718706
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 57 (820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13522.530000 sec): 2 clusters
  Score: Raw -65273.235468 + Penalty 1090.261955 = -64182.973513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13522.700000 sec): 3 clusters
  Score: Raw -65078.972875 + Penalty 2180.523911 = -62898.448964
  nChanged 211
		SP:Iteration 1F (13522.910000 sec): 3 clusters
  Score: Raw -65287.836620 + Penalty 2180.523911 = -63107.312710
  nChanged 47
		SP:Iteration 2F (13523.080000 sec): 3 clusters
  Score: Raw -65350.269494 + Penalty 2180.523911 = -63169.745583
  nChanged 31
		SP:Iteration 3Q (13523.240000 sec): 3 clusters
  Score: Raw -65394.300683 + Penalty 2180.523911 = -63213.776772
  nChanged 28
		SP:Iteration 4Q (13523.420000 sec): 3 clusters
  Score: Raw -65432.867579 + Penalty 2180.523911 = -63252.343668
  nChanged 19
		SP:Iteration 5Q (13523.600000 sec): 3 clusters
  Score: Raw -65464.954075 + Penalty 2180.523911 = -63284.430164
  nChanged 20
		SP:Iteration 6Q (13523.740000 sec): 3 clusters
  Score: Raw -65501.697448 + Penalty 2180.523911 = -63321.173538
  nChanged 17
		SP:Iteration 7Q (13523.930000 sec): 3 clusters
  Score: Raw -65530.390180 + Penalty 2180.523911 = -63349.866270
  nChanged 16
		SP:Iteration 8Q (13524.080000 sec): 3 clusters
  Score: Raw -65563.709920 + Penalty 2180.523911 = -63383.186009
  nChanged 22
		SP:Iteration 9Q (13524.270000 sec): 3 clusters
  Score: Raw -65603.441482 + Penalty 2180.523911 = -63422.917572
  nChanged 25
		SP:Iteration 10Q (13524.500000 sec): 3 clusters
  Score: Raw -65664.893028 + Penalty 2180.523911 = -63484.369118
  nChanged 26
		SP:Iteration 11Q (13524.640000 sec): 3 clusters
  Score: Raw -65725.753479 + Penalty 2180.523911 = -63545.229569
  nChanged 20
		SP:Iteration 12Q (13524.830000 sec): 3 clusters
  Score: Raw -65762.506806 + Penalty 2180.523911 = -63581.982895
  nChanged 10
		SP:Iteration 13Q (13525.040000 sec): 3 clusters
  Score: Raw -65782.005975 + Penalty 2180.523911 = -63601.482065
  nChanged 7
		SP:Iteration 14Q (13525.190000 sec): 3 clusters
  Score: Raw -65796.293969 + Penalty 2180.523911 = -63615.770059
  nChanged 6
		SP:Iteration 15Q (13525.380000 sec): 3 clusters
  Score: Raw -65806.541454 + Penalty 2180.523911 = -63626.017543
  nChanged 8
		SP:Iteration 16Q (13525.570000 sec): 3 clusters
  Score: Raw -65818.795417 + Penalty 2180.523911 = -63638.271506
  nChanged 3
		SP:Iteration 17Q (13525.760000 sec): 3 clusters
  Score: Raw -65826.327478 + Penalty 2180.523911 = -63645.803567
  nChanged 4
		SP:Iteration 18Q (13525.960000 sec): 3 clusters
  Score: Raw -65833.124934 + Penalty 2180.523911 = -63652.601024
  nChanged 3
		SP:Iteration 19Q (13526.100000 sec): 3 clusters
  Score: Raw -65836.868537 + Penalty 2180.523911 = -63656.344626
  nChanged 4
		SP:Iteration 20F (13526.300000 sec): 3 clusters
  Score: Raw -65846.606508 + Penalty 2180.523911 = -63666.082598
  nChanged 6
		SP:Iteration 21Q (13526.480000 sec): 3 clusters
  Score: Raw -65860.986330 + Penalty 2180.523911 = -63680.462420
  nChanged 8
		SP:Iteration 22Q (13526.710000 sec): 3 clusters
  Score: Raw -65878.633649 + Penalty 2180.523911 = -63698.109738
  nChanged 10
		SP:Iteration 23Q (13526.880000 sec): 3 clusters
  Score: Raw -65900.054377 + Penalty 2180.523911 = -63719.530467
  nChanged 9
		SP:Iteration 24Q (13527.090000 sec): 3 clusters
  Score: Raw -65921.302985 + Penalty 2180.523911 = -63740.779075
  nChanged 6
		SP:Iteration 25Q (13527.240000 sec): 3 clusters
  Score: Raw -65940.748674 + Penalty 2180.523911 = -63760.224763
  nChanged 7
		SP:Iteration 26Q (13527.460000 sec): 3 clusters
  Score: Raw -65953.483499 + Penalty 2180.523911 = -63772.959589
  nChanged 3
		SP:Iteration 27Q (13527.630000 sec): 3 clusters
  Score: Raw -65961.997002 + Penalty 2180.523911 = -63781.473091
  nChanged 3
		SP:Iteration 28Q (13527.800000 sec): 3 clusters
  Score: Raw -65965.260059 + Penalty 2180.523911 = -63784.736148
  nChanged 1
		SP:Iteration 29Q (13527.960000 sec): 3 clusters
  Score: Raw -65966.725321 + Penalty 2180.523911 = -63786.201410
  nChanged 2
		SP:Iteration 30Q (13528.140000 sec): 3 clusters
  Score: Raw -65971.583311 + Penalty 2180.523911 = -63791.059400
  nChanged 5
		SP:Iteration 31Q (13528.340000 sec): 3 clusters
  Score: Raw -65983.407662 + Penalty 2180.523911 = -63802.883751
  nChanged 8
		SP:Iteration 32Q (13528.490000 sec): 3 clusters
  Score: Raw -66002.814172 + Penalty 2180.523911 = -63822.290262
  nChanged 7
		SP:Iteration 33Q (13528.680000 sec): 3 clusters
  Score: Raw -66018.799013 + Penalty 2180.523911 = -63838.275102
  nChanged 6
		SP:Iteration 34Q (13528.880000 sec): 3 clusters
  Score: Raw -66028.109242 + Penalty 2180.523911 = -63847.585331
  nChanged 4
		SP:Iteration 35Q (13529.070000 sec): 3 clusters
  Score: Raw -66036.013971 + Penalty 2180.523911 = -63855.490061
  nChanged 2
		SP:Iteration 36Q (13529.270000 sec): 3 clusters
  Score: Raw -66041.559214 + Penalty 2180.523911 = -63861.035304
  nChanged 2
		SP:Iteration 37Q (13529.420000 sec): 3 clusters
  Score: Raw -66045.339897 + Penalty 2180.523911 = -63864.815986
  nChanged 2
		SP:Iteration 38Q (13529.640000 sec): 3 clusters
  Score: Raw -66047.849715 + Penalty 2180.523911 = -63867.325804
  nChanged 2
		SP:Iteration 39Q (13529.780000 sec): 3 clusters
  Score: Raw -66055.443021 + Penalty 2180.523911 = -63874.919111
  nChanged 3
		SP:Iteration 40F (13529.980000 sec): 3 clusters
  Score: Raw -66065.274147 + Penalty 2180.523911 = -63884.750236
  nChanged 8
		SP:Iteration 41Q (13530.130000 sec): 3 clusters
  Score: Raw -66138.905876 + Penalty 2180.523911 = -63958.381966
  nChanged 13
		SP:Iteration 42Q (13530.340000 sec): 3 clusters
  Score: Raw -66482.555016 + Penalty 2180.523911 = -64302.031105
  nChanged 4
		SP:Iteration 43Q (13530.520000 sec): 3 clusters
  Score: Raw -66713.972708 + Penalty 2180.523911 = -64533.448798
  nChanged 6
		SP:Iteration 44Q (13530.690000 sec): 3 clusters
  Score: Raw -66721.964645 + Penalty 2180.523911 = -64541.440735
  nChanged 2
		SP:Iteration 45Q (13530.860000 sec): 3 clusters
  Score: Raw -66724.181474 + Penalty 2180.523911 = -64543.657564
  nChanged 1
		SP:Iteration 46Q (13531.000000 sec): 3 clusters
  Score: Raw -66725.836228 + Penalty 2180.523911 = -64545.312318
  nChanged 0
		SP:Iteration 47F (13531.190000 sec): 3 clusters
  Score: Raw -66725.836228 + Penalty 2180.523911 = -64545.312318
  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 10.68 GB.

 Trying to split cluster 58 (4336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13531.320000 sec): 2 clusters
  Score: Raw -370869.814587 + Penalty 1360.889976 = -369508.924611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13531.520000 sec): 3 clusters
  Score: Raw -368647.889472 + Penalty 2721.779952 = -365926.109520
  nChanged 1743
		SP:Iteration 1F (13531.710000 sec): 3 clusters
  Score: Raw -369599.705084 + Penalty 2721.779952 = -366877.925133
  nChanged 317
		SP:Iteration 2F (13531.890000 sec): 3 clusters
  Score: Raw -369785.345664 + Penalty 2721.779952 = -367063.565712
  nChanged 222
		SP:Iteration 3F (13532.070000 sec): 3 clusters
  Score: Raw -369894.885651 + Penalty 2721.779952 = -367173.105700
  nChanged 178
		SP:Iteration 4Q (13532.290000 sec): 3 clusters
  Score: Raw -370000.790378 + Penalty 2721.779952 = -367279.010427
  nChanged 170
		SP:Iteration 5Q (13532.440000 sec): 3 clusters
  Score: Raw -370097.786476 + Penalty 2721.779952 = -367376.006524
  nChanged 171
		SP:Iteration 6Q (13532.660000 sec): 3 clusters
  Score: Raw -370198.434090 + Penalty 2721.779952 = -367476.654138
  nChanged 149
		SP:Iteration 7Q (13532.860000 sec): 3 clusters
  Score: Raw -370294.341854 + Penalty 2721.779952 = -367572.561902
  nChanged 160
		SP:Iteration 8Q (13533.070000 sec): 3 clusters
  Score: Raw -370394.325343 + Penalty 2721.779952 = -367672.545391
  nChanged 155
		SP:Iteration 9Q (13533.240000 sec): 3 clusters
  Score: Raw -370502.315402 + Penalty 2721.779952 = -367780.535451
  nChanged 160
		SP:Iteration 10Q (13533.430000 sec): 3 clusters
  Score: Raw -370622.555069 + Penalty 2721.779952 = -367900.775117
  nChanged 167
		SP:Iteration 11Q (13533.640000 sec): 3 clusters
  Score: Raw -370757.603460 + Penalty 2721.779952 = -368035.823508
  nChanged 144
		SP:Iteration 12Q (13533.830000 sec): 3 clusters
  Score: Raw -370879.505585 + Penalty 2721.779952 = -368157.725634
  nChanged 130
		SP:Iteration 13Q (13534.010000 sec): 3 clusters
  Score: Raw -371013.451056 + Penalty 2721.779952 = -368291.671104
  nChanged 108
		SP:Iteration 14Q (13534.200000 sec): 3 clusters
  Score: Raw -371109.908077 + Penalty 2721.779952 = -368388.128125
  nChanged 74
		SP:Iteration 15Q (13534.380000 sec): 3 clusters
  Score: Raw -371177.582841 + Penalty 2721.779952 = -368455.802890
  nChanged 48
		SP:Iteration 16Q (13534.580000 sec): 3 clusters
  Score: Raw -371215.540166 + Penalty 2721.779952 = -368493.760215
  nChanged 50
		SP:Iteration 17Q (13534.770000 sec): 3 clusters
  Score: Raw -371256.476350 + Penalty 2721.779952 = -368534.696398
  nChanged 50
		SP:Iteration 18Q (13534.950000 sec): 3 clusters
  Score: Raw -371295.921047 + Penalty 2721.779952 = -368574.141095
  nChanged 48
		SP:Iteration 19Q (13535.130000 sec): 3 clusters
  Score: Raw -371352.235479 + Penalty 2721.779952 = -368630.455528
  nChanged 50
		SP:Iteration 20F (13535.370000 sec): 3 clusters
  Score: Raw -371412.703859 + Penalty 2721.779952 = -368690.923907
  nChanged 34
		SP:Iteration 21Q (13535.560000 sec): 3 clusters
  Score: Raw -371436.534383 + Penalty 2721.779952 = -368714.754432
  nChanged 23
		SP:Iteration 22Q (13535.750000 sec): 3 clusters
  Score: Raw -371444.866444 + Penalty 2721.779952 = -368723.086492
  nChanged 12
		SP:Iteration 23Q (13536.000000 sec): 3 clusters
  Score: Raw -371448.305572 + Penalty 2721.779952 = -368726.525620
  nChanged 3
		SP:Iteration 24Q (13536.210000 sec): 3 clusters
  Score: Raw -371448.812919 + Penalty 2721.779952 = -368727.032967
  nChanged 2
		SP:Iteration 25Q (13536.380000 sec): 3 clusters
  Score: Raw -371449.099626 + Penalty 2721.779952 = -368727.319674
  nChanged 1
		SP:Iteration 26Q (13536.590000 sec): 3 clusters
  Score: Raw -371449.517684 + Penalty 2721.779952 = -368727.737732
  nChanged 1
		SP:Iteration 27Q (13536.780000 sec): 3 clusters
  Score: Raw -371449.620627 + Penalty 2721.779952 = -368727.840675
  nChanged 0
		SP:Iteration 28F (13536.950000 sec): 3 clusters
  Score: Raw -371449.620627 + Penalty 2721.779952 = -368727.840675
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 59 (17517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13537.090000 sec): 2 clusters
  Score: Raw -1507158.511789 + Penalty 1587.775657 = -1505570.736133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13537.370000 sec): 3 clusters
  Score: Raw -1496746.038412 + Penalty 3175.551313 = -1493570.487098
  nChanged 7831
		SP:Iteration 1F (13537.630000 sec): 3 clusters
  Score: Raw -1501093.170483 + Penalty 3175.551313 = -1497917.619170
  nChanged 1025
		SP:Iteration 2F (13537.940000 sec): 3 clusters
  Score: Raw -1501546.664117 + Penalty 3175.551313 = -1498371.112804
  nChanged 966
		SP:Iteration 3F (13538.250000 sec): 3 clusters
  Score: Raw -1502001.347741 + Penalty 3175.551313 = -1498825.796428
  nChanged 935
		SP:Iteration 4F (13538.480000 sec): 3 clusters
  Score: Raw -1502471.858933 + Penalty 3175.551313 = -1499296.307620
  nChanged 1006
		SP:Iteration 5F (13538.700000 sec): 3 clusters
  Score: Raw -1503027.120670 + Penalty 3175.551313 = -1499851.569357
  nChanged 1024
		SP:Iteration 6F (13538.940000 sec): 3 clusters
  Score: Raw -1503632.967220 + Penalty 3175.551313 = -1500457.415907
  nChanged 1037
		SP:Iteration 7F (13539.180000 sec): 3 clusters
  Score: Raw -1504289.809508 + Penalty 3175.551313 = -1501114.258195
  nChanged 940
		SP:Iteration 8F (13539.460000 sec): 3 clusters
  Score: Raw -1504913.903956 + Penalty 3175.551313 = -1501738.352643
  nChanged 786
		SP:Iteration 9Q (13539.700000 sec): 3 clusters
  Score: Raw -1505395.809117 + Penalty 3175.551313 = -1502220.257804
  nChanged 621
		SP:Iteration 10Q (13540.010000 sec): 3 clusters
  Score: Raw -1505795.239806 + Penalty 3175.551313 = -1502619.688493
  nChanged 545
		SP:Iteration 11Q (13540.200000 sec): 3 clusters
  Score: Raw -1506199.355803 + Penalty 3175.551313 = -1503023.804490
  nChanged 474
		SP:Iteration 12Q (13540.540000 sec): 3 clusters
  Score: Raw -1506587.444992 + Penalty 3175.551313 = -1503411.893679
  nChanged 352
		SP:Iteration 13Q (13540.790000 sec): 3 clusters
  Score: Raw -1506866.934311 + Penalty 3175.551313 = -1503691.382998
  nChanged 225
		SP:Iteration 14Q (13541.040000 sec): 3 clusters
  Score: Raw -1507045.375244 + Penalty 3175.551313 = -1503869.823931
  nChanged 164
		SP:Iteration 15Q (13541.280000 sec): 3 clusters
  Score: Raw -1507156.131679 + Penalty 3175.551313 = -1503980.580366
  nChanged 132
		SP:Iteration 16Q (13541.550000 sec): 3 clusters
  Score: Raw -1507243.132958 + Penalty 3175.551313 = -1504067.581645
  nChanged 96
		SP:Iteration 17Q (13541.770000 sec): 3 clusters
  Score: Raw -1507296.708596 + Penalty 3175.551313 = -1504121.157283
  nChanged 71
		SP:Iteration 18Q (13542.060000 sec): 3 clusters
  Score: Raw -1507334.566056 + Penalty 3175.551313 = -1504159.014743
  nChanged 53
		SP:Iteration 19Q (13542.310000 sec): 3 clusters
  Score: Raw -1507360.652255 + Penalty 3175.551313 = -1504185.100942
  nChanged 38
		SP:Iteration 20F (13542.550000 sec): 3 clusters
  Score: Raw -1507380.181431 + Penalty 3175.551313 = -1504204.630118
  nChanged 28
		SP:Iteration 21Q (13542.780000 sec): 3 clusters
  Score: Raw -1507392.591732 + Penalty 3175.551313 = -1504217.040419
  nChanged 27
		SP:Iteration 22Q (13543.000000 sec): 3 clusters
  Score: Raw -1507403.620161 + Penalty 3175.551313 = -1504228.068848
  nChanged 21
		SP:Iteration 23Q (13543.240000 sec): 3 clusters
  Score: Raw -1507412.400171 + Penalty 3175.551313 = -1504236.848858
  nChanged 22
		SP:Iteration 24Q (13543.490000 sec): 3 clusters
  Score: Raw -1507425.093442 + Penalty 3175.551313 = -1504249.542129
  nChanged 19
		SP:Iteration 25Q (13543.780000 sec): 3 clusters
  Score: Raw -1507433.097277 + Penalty 3175.551313 = -1504257.545964
  nChanged 10
		SP:Iteration 26Q (13544.030000 sec): 3 clusters
  Score: Raw -1507437.286011 + Penalty 3175.551313 = -1504261.734698
  nChanged 10
		SP:Iteration 27Q (13544.300000 sec): 3 clusters
  Score: Raw -1507440.774192 + Penalty 3175.551313 = -1504265.222879
  nChanged 7
		SP:Iteration 28Q (13544.580000 sec): 3 clusters
  Score: Raw -1507442.726014 + Penalty 3175.551313 = -1504267.174701
  nChanged 4
		SP:Iteration 29Q (13544.840000 sec): 3 clusters
  Score: Raw -1507443.506646 + Penalty 3175.551313 = -1504267.955333
  nChanged 1
		SP:Iteration 30Q (13545.070000 sec): 3 clusters
  Score: Raw -1507443.717580 + Penalty 3175.551313 = -1504268.166267
  nChanged 0
		SP:Iteration 31F (13545.370000 sec): 3 clusters
  Score: Raw -1507443.717580 + Penalty 3175.551313 = -1504268.166267
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 60 (668 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13545.490000 sec): 2 clusters
  Score: Raw -53234.254900 + Penalty 1056.946828 = -52177.308071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13545.730000 sec): 3 clusters
  Score: Raw -53070.987530 + Penalty 2113.893656 = -50957.093873
  nChanged 181
		SP:Iteration 1F (13545.900000 sec): 3 clusters
  Score: Raw -53301.739341 + Penalty 2113.893656 = -51187.845684
  nChanged 57
		SP:Iteration 2F (13546.100000 sec): 3 clusters
  Score: Raw -53377.119285 + Penalty 2113.893656 = -51263.225629
  nChanged 21
		SP:Iteration 3Q (13546.280000 sec): 3 clusters
  Score: Raw -53406.644076 + Penalty 2113.893656 = -51292.750420
  nChanged 10
		SP:Iteration 4Q (13546.450000 sec): 3 clusters
  Score: Raw -53415.945742 + Penalty 2113.893656 = -51302.052085
  nChanged 3
		SP:Iteration 5Q (13546.640000 sec): 3 clusters
  Score: Raw -53418.755435 + Penalty 2113.893656 = -51304.861779
  nChanged 2
		SP:Iteration 6Q (13546.810000 sec): 3 clusters
  Score: Raw -53420.795159 + Penalty 2113.893656 = -51306.901503
  nChanged 2
		SP:Iteration 7Q (13546.970000 sec): 3 clusters
  Score: Raw -53422.756444 + Penalty 2113.893656 = -51308.862787
  nChanged 3
		SP:Iteration 8Q (13547.200000 sec): 3 clusters
  Score: Raw -53424.958488 + Penalty 2113.893656 = -51311.064832
  nChanged 1
		SP:Iteration 9Q (13547.400000 sec): 3 clusters
  Score: Raw -53425.568633 + Penalty 2113.893656 = -51311.674976
  nChanged 0
		SP:Iteration 10F (13547.580000 sec): 3 clusters
  Score: Raw -53425.568633 + Penalty 2113.893656 = -51311.674976
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 61 (9682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13547.720000 sec): 2 clusters
  Score: Raw -804884.246783 + Penalty 1491.428863 = -803392.817920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13547.980000 sec): 3 clusters
  Score: Raw -799422.176536 + Penalty 2982.857725 = -796439.318811
  nChanged 4202
		SP:Iteration 1F (13548.170000 sec): 3 clusters
  Score: Raw -801679.026516 + Penalty 2982.857725 = -798696.168790
  nChanged 604
		SP:Iteration 2F (13548.390000 sec): 3 clusters
  Score: Raw -801944.561298 + Penalty 2982.857725 = -798961.703573
  nChanged 506
		SP:Iteration 3F (13548.610000 sec): 3 clusters
  Score: Raw -802187.226817 + Penalty 2982.857725 = -799204.369092
  nChanged 491
		SP:Iteration 4F (13548.840000 sec): 3 clusters
  Score: Raw -802422.913093 + Penalty 2982.857725 = -799440.055367
  nChanged 466
		SP:Iteration 5Q (13549.050000 sec): 3 clusters
  Score: Raw -802661.887138 + Penalty 2982.857725 = -799679.029413
  nChanged 455
		SP:Iteration 6Q (13549.280000 sec): 3 clusters
  Score: Raw -802913.219353 + Penalty 2982.857725 = -799930.361628
  nChanged 443
		SP:Iteration 7Q (13549.510000 sec): 3 clusters
  Score: Raw -803181.268775 + Penalty 2982.857725 = -800198.411049
  nChanged 469
		SP:Iteration 8Q (13549.770000 sec): 3 clusters
  Score: Raw -803498.399861 + Penalty 2982.857725 = -800515.542135
  nChanged 471
		SP:Iteration 9Q (13549.980000 sec): 3 clusters
  Score: Raw -803865.745985 + Penalty 2982.857725 = -800882.888259
  nChanged 493
		SP:Iteration 10F (13550.270000 sec): 3 clusters
  Score: Raw -804303.484598 + Penalty 2982.857725 = -801320.626872
  nChanged 444
		SP:Iteration 11Q (13550.450000 sec): 3 clusters
  Score: Raw -804737.659108 + Penalty 2982.857725 = -801754.801383
  nChanged 403
		SP:Iteration 12Q (13550.650000 sec): 3 clusters
  Score: Raw -805205.159947 + Penalty 2982.857725 = -802222.302222
  nChanged 331
		SP:Iteration 13Q (13550.890000 sec): 3 clusters
  Score: Raw -805555.516200 + Penalty 2982.857725 = -802572.658474
  nChanged 257
		SP:Iteration 14Q (13551.110000 sec): 3 clusters
  Score: Raw -805753.259406 + Penalty 2982.857725 = -802770.401680
  nChanged 155
		SP:Iteration 15Q (13551.320000 sec): 3 clusters
  Score: Raw -805841.441220 + Penalty 2982.857725 = -802858.583494
  nChanged 101
		SP:Iteration 16Q (13551.530000 sec): 3 clusters
  Score: Raw -805885.198393 + Penalty 2982.857725 = -802902.340668
  nChanged 82
		SP:Iteration 17Q (13551.740000 sec): 3 clusters
  Score: Raw -805908.649611 + Penalty 2982.857725 = -802925.791886
  nChanged 47
		SP:Iteration 18Q (13551.950000 sec): 3 clusters
  Score: Raw -805921.263798 + Penalty 2982.857725 = -802938.406073
  nChanged 26
		SP:Iteration 19Q (13552.150000 sec): 3 clusters
  Score: Raw -805928.630749 + Penalty 2982.857725 = -802945.773023
  nChanged 28
		SP:Iteration 20F (13552.360000 sec): 3 clusters
  Score: Raw -805934.196984 + Penalty 2982.857725 = -802951.339259
  nChanged 19
		SP:Iteration 21Q (13552.610000 sec): 3 clusters
  Score: Raw -805938.065570 + Penalty 2982.857725 = -802955.207844
  nChanged 17
		SP:Iteration 22Q (13552.820000 sec): 3 clusters
  Score: Raw -805941.272974 + Penalty 2982.857725 = -802958.415248
  nChanged 14
		SP:Iteration 23Q (13553.040000 sec): 3 clusters
  Score: Raw -805943.365803 + Penalty 2982.857725 = -802960.508078
  nChanged 9
		SP:Iteration 24Q (13553.300000 sec): 3 clusters
  Score: Raw -805944.417349 + Penalty 2982.857725 = -802961.559624
  nChanged 6
		SP:Iteration 25Q (13553.500000 sec): 3 clusters
  Score: Raw -805945.634744 + Penalty 2982.857725 = -802962.777019
  nChanged 5
		SP:Iteration 26Q (13553.720000 sec): 3 clusters
  Score: Raw -805946.865745 + Penalty 2982.857725 = -802964.008020
  nChanged 8
		SP:Iteration 27Q (13553.960000 sec): 3 clusters
  Score: Raw -805948.154647 + Penalty 2982.857725 = -802965.296921
  nChanged 11
		SP:Iteration 28Q (13554.190000 sec): 3 clusters
  Score: Raw -805950.524391 + Penalty 2982.857725 = -802967.666665
  nChanged 9
		SP:Iteration 29Q (13554.410000 sec): 3 clusters
  Score: Raw -805951.831363 + Penalty 2982.857725 = -802968.973638
  nChanged 5
		SP:Iteration 30Q (13554.670000 sec): 3 clusters
  Score: Raw -805952.440404 + Penalty 2982.857725 = -802969.582679
  nChanged 5
		SP:Iteration 31Q (13554.940000 sec): 3 clusters
  Score: Raw -805953.172394 + Penalty 2982.857725 = -802970.314669
  nChanged 4
		SP:Iteration 32Q (13555.190000 sec): 3 clusters
  Score: Raw -805953.603625 + Penalty 2982.857725 = -802970.745900
  nChanged 3
		SP:Iteration 33Q (13555.380000 sec): 3 clusters
  Score: Raw -805953.913121 + Penalty 2982.857725 = -802971.055396
  nChanged 3
		SP:Iteration 34Q (13555.640000 sec): 3 clusters
  Score: Raw -805954.172597 + Penalty 2982.857725 = -802971.314872
  nChanged 2
		SP:Iteration 35Q (13555.850000 sec): 3 clusters
  Score: Raw -805954.369681 + Penalty 2982.857725 = -802971.511955
  nChanged 0
		SP:Iteration 36F (13556.090000 sec): 3 clusters
  Score: Raw -805954.369681 + Penalty 2982.857725 = -802971.511955
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 62 (13882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13556.260000 sec): 2 clusters
  Score: Raw -1336741.765958 + Penalty 1549.981601 = -1335191.784357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13556.480000 sec): 3 clusters
  Score: Raw -1328590.156696 + Penalty 3099.963203 = -1325490.193493
  nChanged 6176
		SP:Iteration 1F (13556.730000 sec): 3 clusters
  Score: Raw -1331880.927510 + Penalty 3099.963203 = -1328780.964308
  nChanged 662
		SP:Iteration 2Q (13556.970000 sec): 3 clusters
  Score: Raw -1332092.699985 + Penalty 3099.963203 = -1328992.736783
  nChanged 571
		SP:Iteration 3Q (13557.210000 sec): 3 clusters
  Score: Raw -1332297.806655 + Penalty 3099.963203 = -1329197.843452
  nChanged 512
		SP:Iteration 4Q (13557.490000 sec): 3 clusters
  Score: Raw -1332490.323652 + Penalty 3099.963203 = -1329390.360449
  nChanged 521
		SP:Iteration 5Q (13557.690000 sec): 3 clusters
  Score: Raw -1332709.758968 + Penalty 3099.963203 = -1329609.795765
  nChanged 600
		SP:Iteration 6Q (13558.000000 sec): 3 clusters
  Score: Raw -1333007.307080 + Penalty 3099.963203 = -1329907.343878
  nChanged 685
		SP:Iteration 7Q (13558.260000 sec): 3 clusters
  Score: Raw -1333407.800223 + Penalty 3099.963203 = -1330307.837020
  nChanged 816
		SP:Iteration 8F (13558.470000 sec): 3 clusters
  Score: Raw -1333971.985661 + Penalty 3099.963203 = -1330872.022459
  nChanged 916
		SP:Iteration 9F (13558.710000 sec): 3 clusters
  Score: Raw -1334722.794457 + Penalty 3099.963203 = -1331622.831254
  nChanged 850
		SP:Iteration 10F (13558.930000 sec): 3 clusters
  Score: Raw -1335487.885990 + Penalty 3099.963203 = -1332387.922788
  nChanged 650
		SP:Iteration 11Q (13559.180000 sec): 3 clusters
  Score: Raw -1336123.635596 + Penalty 3099.963203 = -1333023.672394
  nChanged 400
		SP:Iteration 12Q (13559.450000 sec): 3 clusters
  Score: Raw -1336510.463590 + Penalty 3099.963203 = -1333410.500388
  nChanged 184
		SP:Iteration 13Q (13559.620000 sec): 3 clusters
  Score: Raw -1336690.320528 + Penalty 3099.963203 = -1333590.357326
  nChanged 92
		SP:Iteration 14Q (13559.900000 sec): 3 clusters
  Score: Raw -1336794.154723 + Penalty 3099.963203 = -1333694.191520
  nChanged 40
		SP:Iteration 15Q (13560.080000 sec): 3 clusters
  Score: Raw -1336849.692256 + Penalty 3099.963203 = -1333749.729054
  nChanged 25
		SP:Iteration 16Q (13560.300000 sec): 3 clusters
  Score: Raw -1336880.849244 + Penalty 3099.963203 = -1333780.886042
  nChanged 17
		SP:Iteration 17Q (13560.520000 sec): 3 clusters
  Score: Raw -1336899.297579 + Penalty 3099.963203 = -1333799.334376
  nChanged 4
		SP:Iteration 18Q (13560.720000 sec): 3 clusters
  Score: Raw -1336905.354173 + Penalty 3099.963203 = -1333805.390970
  nChanged 2
		SP:Iteration 19Q (13560.980000 sec): 3 clusters
  Score: Raw -1336907.213849 + Penalty 3099.963203 = -1333807.250646
  nChanged 1
		SP:Iteration 20F (13561.210000 sec): 3 clusters
  Score: Raw -1336907.619146 + Penalty 3099.963203 = -1333807.655943
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 63 (1044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13561.310000 sec): 2 clusters
  Score: Raw -74878.948085 + Penalty 1129.507400 = -73749.440685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13561.470000 sec): 3 clusters
  Score: Raw -74572.377960 + Penalty 2259.014800 = -72313.363160
  nChanged 315
		SP:Iteration 1F (13561.640000 sec): 3 clusters
  Score: Raw -74908.981810 + Penalty 2259.014800 = -72649.967010
  nChanged 75
		SP:Iteration 2F (13561.810000 sec): 3 clusters
  Score: Raw -74992.109538 + Penalty 2259.014800 = -72733.094738
  nChanged 43
		SP:Iteration 3Q (13562.000000 sec): 3 clusters
  Score: Raw -75044.992817 + Penalty 2259.014800 = -72785.978018
  nChanged 36
		SP:Iteration 4Q (13562.190000 sec): 3 clusters
  Score: Raw -75096.162835 + Penalty 2259.014800 = -72837.148035
  nChanged 21
		SP:Iteration 5Q (13562.370000 sec): 3 clusters
  Score: Raw -75127.666153 + Penalty 2259.014800 = -72868.651353
  nChanged 30
		SP:Iteration 6Q (13562.570000 sec): 3 clusters
  Score: Raw -75179.995288 + Penalty 2259.014800 = -72920.980488
  nChanged 30
		SP:Iteration 7Q (13562.770000 sec): 3 clusters
  Score: Raw -75232.655142 + Penalty 2259.014800 = -72973.640342
  nChanged 26
		SP:Iteration 8Q (13562.980000 sec): 3 clusters
  Score: Raw -75281.311029 + Penalty 2259.014800 = -73022.296230
  nChanged 35
		SP:Iteration 9Q (13563.160000 sec): 3 clusters
  Score: Raw -75351.101522 + Penalty 2259.014800 = -73092.086723
  nChanged 29
		SP:Iteration 10Q (13563.410000 sec): 3 clusters
  Score: Raw -75394.333765 + Penalty 2259.014800 = -73135.318966
  nChanged 25
		SP:Iteration 11Q (13563.600000 sec): 3 clusters
  Score: Raw -75426.769923 + Penalty 2259.014800 = -73167.755123
  nChanged 19
		SP:Iteration 12Q (13563.800000 sec): 3 clusters
  Score: Raw -75466.583974 + Penalty 2259.014800 = -73207.569175
  nChanged 16
		SP:Iteration 13Q (13564.000000 sec): 3 clusters
  Score: Raw -75499.100707 + Penalty 2259.014800 = -73240.085907
  nChanged 12
		SP:Iteration 14Q (13564.270000 sec): 3 clusters
  Score: Raw -75520.251523 + Penalty 2259.014800 = -73261.236723
  nChanged 10
		SP:Iteration 15Q (13564.470000 sec): 3 clusters
  Score: Raw -75533.517176 + Penalty 2259.014800 = -73274.502377
  nChanged 6
		SP:Iteration 16Q (13564.650000 sec): 3 clusters
  Score: Raw -75543.249653 + Penalty 2259.014800 = -73284.234853
  nChanged 4
		SP:Iteration 17Q (13564.890000 sec): 3 clusters
  Score: Raw -75554.301795 + Penalty 2259.014800 = -73295.286996
  nChanged 7
		SP:Iteration 18Q (13565.060000 sec): 3 clusters
  Score: Raw -75562.179448 + Penalty 2259.014800 = -73303.164648
  nChanged 2
		SP:Iteration 19Q (13565.280000 sec): 3 clusters
  Score: Raw -75564.037753 + Penalty 2259.014800 = -73305.022953
  nChanged 1
		SP:Iteration 20F (13565.500000 sec): 3 clusters
  Score: Raw -75565.266164 + Penalty 2259.014800 = -73306.251364
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 64 (1248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13565.600000 sec): 2 clusters
  Score: Raw -102876.241413 + Penalty 1158.510852 = -101717.730561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13565.860000 sec): 3 clusters
  Score: Raw -102426.064986 + Penalty 2317.021703 = -100109.043282
  nChanged 392
		SP:Iteration 1F (13566.030000 sec): 3 clusters
  Score: Raw -102759.600617 + Penalty 2317.021703 = -100442.578913
  nChanged 89
		SP:Iteration 2F (13566.240000 sec): 3 clusters
  Score: Raw -102853.467536 + Penalty 2317.021703 = -100536.445833
  nChanged 63
		SP:Iteration 3F (13566.420000 sec): 3 clusters
  Score: Raw -102936.072325 + Penalty 2317.021703 = -100619.050621
  nChanged 55
		SP:Iteration 4Q (13566.560000 sec): 3 clusters
  Score: Raw -103012.252175 + Penalty 2317.021703 = -100695.230472
  nChanged 46
		SP:Iteration 5Q (13566.770000 sec): 3 clusters
  Score: Raw -103085.990438 + Penalty 2317.021703 = -100768.968735
  nChanged 44
		SP:Iteration 6Q (13567.000000 sec): 3 clusters
  Score: Raw -103187.407444 + Penalty 2317.021703 = -100870.385740
  nChanged 54
		SP:Iteration 7Q (13567.170000 sec): 3 clusters
  Score: Raw -103401.315408 + Penalty 2317.021703 = -101084.293705
  nChanged 69
		SP:Iteration 8F (13567.390000 sec): 3 clusters
  Score: Raw -103730.428238 + Penalty 2317.021703 = -101413.406534
  nChanged 95
		SP:Iteration 9F (13567.600000 sec): 3 clusters
  Score: Raw -104169.030407 + Penalty 2317.021703 = -101852.008703
  nChanged 88
		SP:Iteration 10F (13567.740000 sec): 3 clusters
  Score: Raw -104445.976992 + Penalty 2317.021703 = -102128.955289
  nChanged 66
		SP:Iteration 11F (13567.930000 sec): 3 clusters
  Score: Raw -104639.518900 + Penalty 2317.021703 = -102322.497196
  nChanged 42
		SP:Iteration 12Q (13568.110000 sec): 3 clusters
  Score: Raw -104781.685408 + Penalty 2317.021703 = -102464.663704
  nChanged 25
		SP:Iteration 13Q (13568.280000 sec): 3 clusters
  Score: Raw -104890.783117 + Penalty 2317.021703 = -102573.761414
  nChanged 21
		SP:Iteration 14Q (13568.490000 sec): 3 clusters
  Score: Raw -105077.182208 + Penalty 2317.021703 = -102760.160505
  nChanged 8
		SP:Iteration 15Q (13568.650000 sec): 3 clusters
  Score: Raw -105224.610217 + Penalty 2317.021703 = -102907.588513
  nChanged 1
		SP:Iteration 16Q (13568.800000 sec): 3 clusters
  Score: Raw -105238.648168 + Penalty 2317.021703 = -102921.626464
  nChanged 0
		SP:Iteration 17F (13568.970000 sec): 3 clusters
  Score: Raw -105238.648168 + Penalty 2317.021703 = -102921.626464
  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 10.68 GB.

 Trying to split cluster 65 (1622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13569.130000 sec): 2 clusters
  Score: Raw -134578.332331 + Penalty 1201.104976 = -133377.227356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13569.330000 sec): 3 clusters
  Score: Raw -133898.977150 + Penalty 2402.209951 = -131496.767199
  nChanged 542
		SP:Iteration 1F (13569.520000 sec): 3 clusters
  Score: Raw -134255.916880 + Penalty 2402.209951 = -131853.706929
  nChanged 116
		SP:Iteration 2F (13569.740000 sec): 3 clusters
  Score: Raw -134353.617527 + Penalty 2402.209951 = -131951.407576
  nChanged 79
		SP:Iteration 3Q (13569.900000 sec): 3 clusters
  Score: Raw -134416.641763 + Penalty 2402.209951 = -132014.431812
  nChanged 60
		SP:Iteration 4Q (13570.120000 sec): 3 clusters
  Score: Raw -134461.913086 + Penalty 2402.209951 = -132059.703135
  nChanged 46
		SP:Iteration 5Q (13570.270000 sec): 3 clusters
  Score: Raw -134493.061515 + Penalty 2402.209951 = -132090.851564
  nChanged 26
		SP:Iteration 6Q (13570.480000 sec): 3 clusters
  Score: Raw -134514.029754 + Penalty 2402.209951 = -132111.819803
  nChanged 17
		SP:Iteration 7Q (13570.630000 sec): 3 clusters
  Score: Raw -134524.729862 + Penalty 2402.209951 = -132122.519911
  nChanged 11
		SP:Iteration 8Q (13570.830000 sec): 3 clusters
  Score: Raw -134530.465367 + Penalty 2402.209951 = -132128.255416
  nChanged 6
		SP:Iteration 9Q (13570.970000 sec): 3 clusters
  Score: Raw -134532.769690 + Penalty 2402.209951 = -132130.559739
  nChanged 0
		SP:Iteration 10F (13571.160000 sec): 3 clusters
  Score: Raw -134532.769690 + Penalty 2402.209951 = -132130.559739
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 66 (1041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13571.320000 sec): 2 clusters
  Score: Raw -82080.497650 + Penalty 1129.039774 = -80951.457876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13571.480000 sec): 3 clusters
  Score: Raw -81728.876139 + Penalty 2258.079547 = -79470.796592
  nChanged 321
		SP:Iteration 1F (13571.660000 sec): 3 clusters
  Score: Raw -82094.188285 + Penalty 2258.079547 = -79836.108738
  nChanged 89
		SP:Iteration 2F (13571.890000 sec): 3 clusters
  Score: Raw -82278.990496 + Penalty 2258.079547 = -80020.910949
  nChanged 70
		SP:Iteration 3F (13572.100000 sec): 3 clusters
  Score: Raw -82452.108435 + Penalty 2258.079547 = -80194.028888
  nChanged 58
		SP:Iteration 4F (13572.310000 sec): 3 clusters
  Score: Raw -82593.907762 + Penalty 2258.079547 = -80335.828215
  nChanged 53
		SP:Iteration 5F (13572.450000 sec): 3 clusters
  Score: Raw -82727.893903 + Penalty 2258.079547 = -80469.814355
  nChanged 43
		SP:Iteration 6Q (13572.640000 sec): 3 clusters
  Score: Raw -82835.652459 + Penalty 2258.079547 = -80577.572912
  nChanged 28
		SP:Iteration 7Q (13572.850000 sec): 3 clusters
  Score: Raw -82917.735494 + Penalty 2258.079547 = -80659.655946
  nChanged 25
		SP:Iteration 8Q (13573.040000 sec): 3 clusters
  Score: Raw -83013.205931 + Penalty 2258.079547 = -80755.126383
  nChanged 20
		SP:Iteration 9Q (13573.240000 sec): 3 clusters
  Score: Raw -83066.576345 + Penalty 2258.079547 = -80808.496798
  nChanged 17
		SP:Iteration 10Q (13573.390000 sec): 3 clusters
  Score: Raw -83103.208548 + Penalty 2258.079547 = -80845.129001
  nChanged 14
		SP:Iteration 11Q (13573.570000 sec): 3 clusters
  Score: Raw -83132.125771 + Penalty 2258.079547 = -80874.046224
  nChanged 8
		SP:Iteration 12Q (13573.770000 sec): 3 clusters
  Score: Raw -83146.274453 + Penalty 2258.079547 = -80888.194906
  nChanged 6
		SP:Iteration 13Q (13573.970000 sec): 3 clusters
  Score: Raw -83153.580563 + Penalty 2258.079547 = -80895.501016
  nChanged 5
		SP:Iteration 14Q (13574.220000 sec): 3 clusters
  Score: Raw -83160.929282 + Penalty 2258.079547 = -80902.849735
  nChanged 5
		SP:Iteration 15Q (13574.400000 sec): 3 clusters
  Score: Raw -83164.550504 + Penalty 2258.079547 = -80906.470957
  nChanged 0
		SP:Iteration 16F (13574.600000 sec): 3 clusters
  Score: Raw -83164.550504 + Penalty 2258.079547 = -80906.470957
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 67 (2715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13574.720000 sec): 2 clusters
  Score: Raw -222772.740815 + Penalty 1284.813925 = -221487.926890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13574.920000 sec): 3 clusters
  Score: Raw -221517.934735 + Penalty 2569.627851 = -218948.306885
  nChanged 1030
		SP:Iteration 1F (13575.060000 sec): 3 clusters
  Score: Raw -222206.258173 + Penalty 2569.627851 = -219636.630323
  nChanged 236
		SP:Iteration 2F (13575.260000 sec): 3 clusters
  Score: Raw -222379.201861 + Penalty 2569.627851 = -219809.574011
  nChanged 154
		SP:Iteration 3F (13575.450000 sec): 3 clusters
  Score: Raw -222486.499479 + Penalty 2569.627851 = -219916.871628
  nChanged 117
		SP:Iteration 4Q (13575.630000 sec): 3 clusters
  Score: Raw -222567.371913 + Penalty 2569.627851 = -219997.744063
  nChanged 93
		SP:Iteration 5Q (13575.840000 sec): 3 clusters
  Score: Raw -222631.323504 + Penalty 2569.627851 = -220061.695653
  nChanged 100
		SP:Iteration 6Q (13575.980000 sec): 3 clusters
  Score: Raw -222696.960980 + Penalty 2569.627851 = -220127.333130
  nChanged 76
		SP:Iteration 7Q (13576.190000 sec): 3 clusters
  Score: Raw -222751.041661 + Penalty 2569.627851 = -220181.413811
  nChanged 71
		SP:Iteration 8Q (13576.340000 sec): 3 clusters
  Score: Raw -222786.849981 + Penalty 2569.627851 = -220217.222131
  nChanged 44
		SP:Iteration 9Q (13576.540000 sec): 3 clusters
  Score: Raw -222806.130349 + Penalty 2569.627851 = -220236.502498
  nChanged 25
		SP:Iteration 10Q (13576.700000 sec): 3 clusters
  Score: Raw -222816.186585 + Penalty 2569.627851 = -220246.558735
  nChanged 23
		SP:Iteration 11Q (13576.930000 sec): 3 clusters
  Score: Raw -222828.936097 + Penalty 2569.627851 = -220259.308246
  nChanged 20
		SP:Iteration 12Q (13577.090000 sec): 3 clusters
  Score: Raw -222838.487077 + Penalty 2569.627851 = -220268.859226
  nChanged 17
		SP:Iteration 13Q (13577.280000 sec): 3 clusters
  Score: Raw -222846.363178 + Penalty 2569.627851 = -220276.735328
  nChanged 12
		SP:Iteration 14Q (13577.480000 sec): 3 clusters
  Score: Raw -222852.332180 + Penalty 2569.627851 = -220282.704330
  nChanged 19
		SP:Iteration 15Q (13577.690000 sec): 3 clusters
  Score: Raw -222861.654525 + Penalty 2569.627851 = -220292.026675
  nChanged 17
		SP:Iteration 16Q (13577.820000 sec): 3 clusters
  Score: Raw -222870.970356 + Penalty 2569.627851 = -220301.342505
  nChanged 15
		SP:Iteration 17Q (13577.990000 sec): 3 clusters
  Score: Raw -222881.283111 + Penalty 2569.627851 = -220311.655261
  nChanged 18
		SP:Iteration 18Q (13578.150000 sec): 3 clusters
  Score: Raw -222889.051662 + Penalty 2569.627851 = -220319.423811
  nChanged 19
		SP:Iteration 19Q (13578.330000 sec): 3 clusters
  Score: Raw -222899.283627 + Penalty 2569.627851 = -220329.655776
  nChanged 21
		SP:Iteration 20F (13578.520000 sec): 3 clusters
  Score: Raw -222910.580696 + Penalty 2569.627851 = -220340.952845
  nChanged 18
		SP:Iteration 21Q (13578.750000 sec): 3 clusters
  Score: Raw -222921.645101 + Penalty 2569.627851 = -220352.017250
  nChanged 17
		SP:Iteration 22Q (13578.950000 sec): 3 clusters
  Score: Raw -222931.826183 + Penalty 2569.627851 = -220362.198332
  nChanged 20
		SP:Iteration 23Q (13579.090000 sec): 3 clusters
  Score: Raw -222943.151544 + Penalty 2569.627851 = -220373.523694
  nChanged 18
		SP:Iteration 24Q (13579.300000 sec): 3 clusters
  Score: Raw -222953.846012 + Penalty 2569.627851 = -220384.218161
  nChanged 17
		SP:Iteration 25Q (13579.440000 sec): 3 clusters
  Score: Raw -222963.776843 + Penalty 2569.627851 = -220394.148992
  nChanged 22
		SP:Iteration 26Q (13579.610000 sec): 3 clusters
  Score: Raw -222977.074207 + Penalty 2569.627851 = -220407.446356
  nChanged 18
		SP:Iteration 27Q (13579.820000 sec): 3 clusters
  Score: Raw -222983.776989 + Penalty 2569.627851 = -220414.149139
  nChanged 6
		SP:Iteration 28Q (13579.960000 sec): 3 clusters
  Score: Raw -222986.593223 + Penalty 2569.627851 = -220416.965372
  nChanged 6
		SP:Iteration 29Q (13580.210000 sec): 3 clusters
  Score: Raw -222990.110782 + Penalty 2569.627851 = -220420.482932
  nChanged 8
		SP:Iteration 30Q (13580.400000 sec): 3 clusters
  Score: Raw -222993.253692 + Penalty 2569.627851 = -220423.625842
  nChanged 6
		SP:Iteration 31Q (13580.590000 sec): 3 clusters
  Score: Raw -222996.531696 + Penalty 2569.627851 = -220426.903846
  nChanged 6
		SP:Iteration 32Q (13580.760000 sec): 3 clusters
  Score: Raw -223000.001472 + Penalty 2569.627851 = -220430.373621
  nChanged 7
		SP:Iteration 33Q (13580.970000 sec): 3 clusters
  Score: Raw -223004.680947 + Penalty 2569.627851 = -220435.053097
  nChanged 10
		SP:Iteration 34Q (13581.110000 sec): 3 clusters
  Score: Raw -223009.893626 + Penalty 2569.627851 = -220440.265776
  nChanged 12
		SP:Iteration 35Q (13581.310000 sec): 3 clusters
  Score: Raw -223014.897603 + Penalty 2569.627851 = -220445.269753
  nChanged 14
		SP:Iteration 36Q (13581.490000 sec): 3 clusters
  Score: Raw -223021.171683 + Penalty 2569.627851 = -220451.543832
  nChanged 9
		SP:Iteration 37Q (13581.680000 sec): 3 clusters
  Score: Raw -223025.247880 + Penalty 2569.627851 = -220455.620029
  nChanged 10
		SP:Iteration 38Q (13581.870000 sec): 3 clusters
  Score: Raw -223029.491441 + Penalty 2569.627851 = -220459.863590
  nChanged 6
		SP:Iteration 39Q (13582.070000 sec): 3 clusters
  Score: Raw -223033.444583 + Penalty 2569.627851 = -220463.816733
  nChanged 8
		SP:Iteration 40F (13582.280000 sec): 3 clusters
  Score: Raw -223035.992106 + Penalty 2569.627851 = -220466.364256
  nChanged 4
		SP:Iteration 41Q (13582.490000 sec): 3 clusters
  Score: Raw -223038.374964 + Penalty 2569.627851 = -220468.747113
  nChanged 6
		SP:Iteration 42Q (13582.690000 sec): 3 clusters
  Score: Raw -223040.518169 + Penalty 2569.627851 = -220470.890318
  nChanged 2
		SP:Iteration 43Q (13582.870000 sec): 3 clusters
  Score: Raw -223041.329642 + Penalty 2569.627851 = -220471.701792
  nChanged 4
		SP:Iteration 44Q (13583.070000 sec): 3 clusters
  Score: Raw -223043.035981 + Penalty 2569.627851 = -220473.408130
  nChanged 4
		SP:Iteration 45Q (13583.250000 sec): 3 clusters
  Score: Raw -223045.797307 + Penalty 2569.627851 = -220476.169457
  nChanged 6
		SP:Iteration 46Q (13583.430000 sec): 3 clusters
  Score: Raw -223048.008203 + Penalty 2569.627851 = -220478.380353
  nChanged 3
		SP:Iteration 47Q (13583.580000 sec): 3 clusters
  Score: Raw -223049.290962 + Penalty 2569.627851 = -220479.663112
  nChanged 4
		SP:Iteration 48Q (13583.760000 sec): 3 clusters
  Score: Raw -223050.754908 + Penalty 2569.627851 = -220481.127057
  nChanged 2
		SP:Iteration 49Q (13583.950000 sec): 3 clusters
  Score: Raw -223052.518614 + Penalty 2569.627851 = -220482.890763
  nChanged 3
		SP:Iteration 50Q (13584.100000 sec): 3 clusters
  Score: Raw -223053.492232 + Penalty 2569.627851 = -220483.864381
  nChanged 1
		SP:Iteration 51Q (13584.310000 sec): 3 clusters
  Score: Raw -223053.966042 + Penalty 2569.627851 = -220484.338192
  nChanged 2
		SP:Iteration 52Q (13584.480000 sec): 3 clusters
  Score: Raw -223054.768052 + Penalty 2569.627851 = -220485.140201
  nChanged 2
		SP:Iteration 53Q (13584.680000 sec): 3 clusters
  Score: Raw -223055.611637 + Penalty 2569.627851 = -220485.983786
  nChanged 1
		SP:Iteration 54Q (13584.850000 sec): 3 clusters
  Score: Raw -223055.936945 + Penalty 2569.627851 = -220486.309095
  nChanged 1
		SP:Iteration 55Q (13585.040000 sec): 3 clusters
  Score: Raw -223056.285705 + Penalty 2569.627851 = -220486.657854
  nChanged 2
		SP:Iteration 56Q (13585.270000 sec): 3 clusters
  Score: Raw -223056.964563 + Penalty 2569.627851 = -220487.336712
  nChanged 1
		SP:Iteration 57Q (13585.490000 sec): 3 clusters
  Score: Raw -223057.271487 + Penalty 2569.627851 = -220487.643636
  nChanged 1
		SP:Iteration 58Q (13585.690000 sec): 3 clusters
  Score: Raw -223057.493186 + Penalty 2569.627851 = -220487.865335
  nChanged 1
		SP:Iteration 59Q (13585.860000 sec): 3 clusters
  Score: Raw -223057.722639 + Penalty 2569.627851 = -220488.094789
  nChanged 1
		SP:Iteration 60F (13586.050000 sec): 3 clusters
  Score: Raw -223058.087034 + Penalty 2569.627851 = -220488.459184
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 68 (5413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13586.190000 sec): 2 clusters
  Score: Raw -448506.567076 + Penalty 1396.940796 = -447109.626280
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13586.380000 sec): 3 clusters
  Score: Raw -445635.768217 + Penalty 2793.881593 = -442841.886625
  nChanged 2236
		SP:Iteration 1F (13586.610000 sec): 3 clusters
  Score: Raw -447146.690146 + Penalty 2793.881593 = -444352.808553
  nChanged 505
		SP:Iteration 2F (13586.790000 sec): 3 clusters
  Score: Raw -447637.775854 + Penalty 2793.881593 = -444843.894262
  nChanged 441
		SP:Iteration 3F (13586.970000 sec): 3 clusters
  Score: Raw -447987.874317 + Penalty 2793.881593 = -445193.992724
  nChanged 365
		SP:Iteration 4F (13587.200000 sec): 3 clusters
  Score: Raw -448224.297350 + Penalty 2793.881593 = -445430.415757
  nChanged 279
		SP:Iteration 5F (13587.380000 sec): 3 clusters
  Score: Raw -448400.929460 + Penalty 2793.881593 = -445607.047867
  nChanged 231
		SP:Iteration 6Q (13587.600000 sec): 3 clusters
  Score: Raw -448532.404135 + Penalty 2793.881593 = -445738.522543
  nChanged 189
		SP:Iteration 7Q (13587.800000 sec): 3 clusters
  Score: Raw -448627.828841 + Penalty 2793.881593 = -445833.947248
  nChanged 138
		SP:Iteration 8Q (13588.010000 sec): 3 clusters
  Score: Raw -448689.001205 + Penalty 2793.881593 = -445895.119612
  nChanged 96
		SP:Iteration 9Q (13588.200000 sec): 3 clusters
  Score: Raw -448729.539060 + Penalty 2793.881593 = -445935.657468
  nChanged 77
		SP:Iteration 10Q (13588.480000 sec): 3 clusters
  Score: Raw -448756.846612 + Penalty 2793.881593 = -445962.965019
  nChanged 66
		SP:Iteration 11Q (13588.690000 sec): 3 clusters
  Score: Raw -448787.175387 + Penalty 2793.881593 = -445993.293794
  nChanged 74
		SP:Iteration 12Q (13588.910000 sec): 3 clusters
  Score: Raw -448819.460226 + Penalty 2793.881593 = -446025.578633
  nChanged 74
		SP:Iteration 13Q (13589.100000 sec): 3 clusters
  Score: Raw -448850.627518 + Penalty 2793.881593 = -446056.745926
  nChanged 72
		SP:Iteration 14Q (13589.340000 sec): 3 clusters
  Score: Raw -448880.009719 + Penalty 2793.881593 = -446086.128126
  nChanged 60
		SP:Iteration 15Q (13589.550000 sec): 3 clusters
  Score: Raw -448902.872973 + Penalty 2793.881593 = -446108.991380
  nChanged 45
		SP:Iteration 16Q (13589.760000 sec): 3 clusters
  Score: Raw -448921.532049 + Penalty 2793.881593 = -446127.650456
  nChanged 52
		SP:Iteration 17Q (13590.000000 sec): 3 clusters
  Score: Raw -448944.445019 + Penalty 2793.881593 = -446150.563426
  nChanged 56
		SP:Iteration 18Q (13590.220000 sec): 3 clusters
  Score: Raw -448968.815797 + Penalty 2793.881593 = -446174.934205
  nChanged 49
		SP:Iteration 19Q (13590.400000 sec): 3 clusters
  Score: Raw -448996.500398 + Penalty 2793.881593 = -446202.618805
  nChanged 52
		SP:Iteration 20F (13590.600000 sec): 3 clusters
  Score: Raw -449021.068884 + Penalty 2793.881593 = -446227.187291
  nChanged 42
		SP:Iteration 21Q (13590.820000 sec): 3 clusters
  Score: Raw -449044.315824 + Penalty 2793.881593 = -446250.434232
  nChanged 42
		SP:Iteration 22Q (13591.030000 sec): 3 clusters
  Score: Raw -449063.377702 + Penalty 2793.881593 = -446269.496109
  nChanged 36
		SP:Iteration 23Q (13591.280000 sec): 3 clusters
  Score: Raw -449080.355549 + Penalty 2793.881593 = -446286.473956
  nChanged 42
		SP:Iteration 24Q (13591.490000 sec): 3 clusters
  Score: Raw -449102.596470 + Penalty 2793.881593 = -446308.714877
  nChanged 51
		SP:Iteration 25Q (13591.710000 sec): 3 clusters
  Score: Raw -449127.264574 + Penalty 2793.881593 = -446333.382982
  nChanged 49
		SP:Iteration 26Q (13591.920000 sec): 3 clusters
  Score: Raw -449152.175835 + Penalty 2793.881593 = -446358.294242
  nChanged 41
		SP:Iteration 27Q (13592.110000 sec): 3 clusters
  Score: Raw -449169.934272 + Penalty 2793.881593 = -446376.052680
  nChanged 36
		SP:Iteration 28Q (13592.320000 sec): 3 clusters
  Score: Raw -449186.467664 + Penalty 2793.881593 = -446392.586071
  nChanged 36
		SP:Iteration 29Q (13592.520000 sec): 3 clusters
  Score: Raw -449205.405038 + Penalty 2793.881593 = -446411.523445
  nChanged 36
		SP:Iteration 30Q (13592.690000 sec): 3 clusters
  Score: Raw -449222.070434 + Penalty 2793.881593 = -446428.188841
  nChanged 25
		SP:Iteration 31Q (13592.860000 sec): 3 clusters
  Score: Raw -449231.215135 + Penalty 2793.881593 = -446437.333543
  nChanged 18
		SP:Iteration 32Q (13593.080000 sec): 3 clusters
  Score: Raw -449237.965759 + Penalty 2793.881593 = -446444.084166
  nChanged 20
		SP:Iteration 33Q (13593.290000 sec): 3 clusters
  Score: Raw -449245.314515 + Penalty 2793.881593 = -446451.432922
  nChanged 21
		SP:Iteration 34Q (13593.480000 sec): 3 clusters
  Score: Raw -449252.173315 + Penalty 2793.881593 = -446458.291722
  nChanged 18
		SP:Iteration 35Q (13593.650000 sec): 3 clusters
  Score: Raw -449259.627798 + Penalty 2793.881593 = -446465.746205
  nChanged 24
		SP:Iteration 36Q (13593.850000 sec): 3 clusters
  Score: Raw -449268.131987 + Penalty 2793.881593 = -446474.250395
  nChanged 19
		SP:Iteration 37Q (13594.010000 sec): 3 clusters
  Score: Raw -449275.807061 + Penalty 2793.881593 = -446481.925468
  nChanged 15
		SP:Iteration 38Q (13594.190000 sec): 3 clusters
  Score: Raw -449282.972365 + Penalty 2793.881593 = -446489.090772
  nChanged 13
		SP:Iteration 39Q (13594.400000 sec): 3 clusters
  Score: Raw -449288.670410 + Penalty 2793.881593 = -446494.788817
  nChanged 17
		SP:Iteration 40F (13594.600000 sec): 3 clusters
  Score: Raw -449297.605996 + Penalty 2793.881593 = -446503.724404
  nChanged 21
		SP:Iteration 41Q (13594.800000 sec): 3 clusters
  Score: Raw -449308.960195 + Penalty 2793.881593 = -446515.078602
  nChanged 23
		SP:Iteration 42Q (13594.970000 sec): 3 clusters
  Score: Raw -449319.021267 + Penalty 2793.881593 = -446525.139674
  nChanged 22
		SP:Iteration 43Q (13595.200000 sec): 3 clusters
  Score: Raw -449330.748209 + Penalty 2793.881593 = -446536.866616
  nChanged 28
		SP:Iteration 44Q (13595.420000 sec): 3 clusters
  Score: Raw -449346.147825 + Penalty 2793.881593 = -446552.266232
  nChanged 23
		SP:Iteration 45Q (13595.600000 sec): 3 clusters
  Score: Raw -449358.143960 + Penalty 2793.881593 = -446564.262367
  nChanged 21
		SP:Iteration 46Q (13595.830000 sec): 3 clusters
  Score: Raw -449369.815143 + Penalty 2793.881593 = -446575.933550
  nChanged 16
		SP:Iteration 47Q (13595.990000 sec): 3 clusters
  Score: Raw -449375.573097 + Penalty 2793.881593 = -446581.691504
  nChanged 11
		SP:Iteration 48Q (13596.220000 sec): 3 clusters
  Score: Raw -449379.080324 + Penalty 2793.881593 = -446585.198732
  nChanged 6
		SP:Iteration 49Q (13596.360000 sec): 3 clusters
  Score: Raw -449381.311433 + Penalty 2793.881593 = -446587.429840
  nChanged 3
		SP:Iteration 50Q (13596.560000 sec): 3 clusters
  Score: Raw -449382.055673 + Penalty 2793.881593 = -446588.174080
  nChanged 1
		SP:Iteration 51Q (13596.730000 sec): 3 clusters
  Score: Raw -449382.574066 + Penalty 2793.881593 = -446588.692473
  nChanged 1
		SP:Iteration 52Q (13596.910000 sec): 3 clusters
  Score: Raw -449382.787148 + Penalty 2793.881593 = -446588.905555
  nChanged 0
		SP:Iteration 53F (13597.110000 sec): 3 clusters
  Score: Raw -449382.787148 + Penalty 2793.881593 = -446588.905555
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 69 (2300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13597.240000 sec): 2 clusters
  Score: Raw -180405.750016 + Penalty 1257.857965 = -179147.892050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13597.400000 sec): 3 clusters
  Score: Raw -179399.493773 + Penalty 2515.715931 = -176883.777843
  nChanged 828
		SP:Iteration 1F (13597.570000 sec): 3 clusters
  Score: Raw -179948.955082 + Penalty 2515.715931 = -177433.239151
  nChanged 195
		SP:Iteration 2F (13597.780000 sec): 3 clusters
  Score: Raw -180077.542328 + Penalty 2515.715931 = -177561.826397
  nChanged 120
		SP:Iteration 3F (13597.950000 sec): 3 clusters
  Score: Raw -180155.190990 + Penalty 2515.715931 = -177639.475060
  nChanged 83
		SP:Iteration 4Q (13598.140000 sec): 3 clusters
  Score: Raw -180213.010186 + Penalty 2515.715931 = -177697.294255
  nChanged 57
		SP:Iteration 5Q (13598.330000 sec): 3 clusters
  Score: Raw -180248.034401 + Penalty 2515.715931 = -177732.318470
  nChanged 43
		SP:Iteration 6Q (13598.490000 sec): 3 clusters
  Score: Raw -180268.890242 + Penalty 2515.715931 = -177753.174311
  nChanged 35
		SP:Iteration 7Q (13598.620000 sec): 3 clusters
  Score: Raw -180289.448074 + Penalty 2515.715931 = -177773.732144
  nChanged 34
		SP:Iteration 8Q (13598.860000 sec): 3 clusters
  Score: Raw -180311.419490 + Penalty 2515.715931 = -177795.703559
  nChanged 41
		SP:Iteration 9Q (13599.040000 sec): 3 clusters
  Score: Raw -180355.964489 + Penalty 2515.715931 = -177840.248558
  nChanged 55
		SP:Iteration 10Q (13599.230000 sec): 3 clusters
  Score: Raw -180412.581785 + Penalty 2515.715931 = -177896.865855
  nChanged 48
		SP:Iteration 11Q (13599.440000 sec): 3 clusters
  Score: Raw -180460.868297 + Penalty 2515.715931 = -177945.152366
  nChanged 60
		SP:Iteration 12Q (13599.590000 sec): 3 clusters
  Score: Raw -180509.318596 + Penalty 2515.715931 = -177993.602665
  nChanged 70
		SP:Iteration 13Q (13599.810000 sec): 3 clusters
  Score: Raw -180576.820476 + Penalty 2515.715931 = -178061.104546
  nChanged 73
		SP:Iteration 14Q (13599.960000 sec): 3 clusters
  Score: Raw -180625.930434 + Penalty 2515.715931 = -178110.214504
  nChanged 40
		SP:Iteration 15Q (13600.120000 sec): 3 clusters
  Score: Raw -180654.045467 + Penalty 2515.715931 = -178138.329536
  nChanged 34
		SP:Iteration 16Q (13600.310000 sec): 3 clusters
  Score: Raw -180676.032456 + Penalty 2515.715931 = -178160.316526
  nChanged 37
		SP:Iteration 17Q (13600.530000 sec): 3 clusters
  Score: Raw -180699.578171 + Penalty 2515.715931 = -178183.862241
  nChanged 28
		SP:Iteration 18Q (13600.750000 sec): 3 clusters
  Score: Raw -180720.958065 + Penalty 2515.715931 = -178205.242135
  nChanged 29
		SP:Iteration 19Q (13600.930000 sec): 3 clusters
  Score: Raw -180748.636908 + Penalty 2515.715931 = -178232.920977
  nChanged 37
		SP:Iteration 20F (13601.130000 sec): 3 clusters
  Score: Raw -180777.393020 + Penalty 2515.715931 = -178261.677089
  nChanged 30
		SP:Iteration 21Q (13601.290000 sec): 3 clusters
  Score: Raw -180799.116113 + Penalty 2515.715931 = -178283.400182
  nChanged 18
		SP:Iteration 22Q (13601.500000 sec): 3 clusters
  Score: Raw -180807.896503 + Penalty 2515.715931 = -178292.180573
  nChanged 10
		SP:Iteration 23Q (13601.660000 sec): 3 clusters
  Score: Raw -180812.223243 + Penalty 2515.715931 = -178296.507312
  nChanged 9
		SP:Iteration 24Q (13601.870000 sec): 3 clusters
  Score: Raw -180814.805915 + Penalty 2515.715931 = -178299.089984
  nChanged 5
		SP:Iteration 25Q (13602.070000 sec): 3 clusters
  Score: Raw -180816.647959 + Penalty 2515.715931 = -178300.932028
  nChanged 6
		SP:Iteration 26Q (13602.260000 sec): 3 clusters
  Score: Raw -180818.917096 + Penalty 2515.715931 = -178303.201166
  nChanged 2
		SP:Iteration 27Q (13602.420000 sec): 3 clusters
  Score: Raw -180819.219595 + Penalty 2515.715931 = -178303.503665
  nChanged 0
		SP:Iteration 28F (13602.610000 sec): 3 clusters
  Score: Raw -180819.219595 + Penalty 2515.715931 = -178303.503665
  nChanged 0
Deleting Class 35 (160 points): Lose 2302.475153 but Gain 2308.420571
Iteration 139Q (13695.840000 sec): 75 clusters
  Score: Raw -122304769.802268 + Penalty 170823.122281 = -122133946.679987
  nChanged 6594
Iteration 140F (13869.740000 sec): 75 clusters
  Score: Raw -122308331.521668 + Penalty 170823.122281 = -122137508.399387
  nChanged 6131
Iteration 141Q (13959.350000 sec): 75 clusters
  Score: Raw -122310378.267908 + Penalty 170823.122281 = -122139555.145627
  nChanged 4808
Iteration 142Q (14061.750000 sec): 75 clusters
  Score: Raw -122311437.671977 + Penalty 170823.122281 = -122140614.549696
  nChanged 4055
Iteration 143Q (14152.940000 sec): 75 clusters
  Score: Raw -122312104.286928 + Penalty 170823.122281 = -122141281.164647
  nChanged 3471
Iteration 144Q (14256.580000 sec): 75 clusters
  Score: Raw -122312586.197205 + Penalty 170823.122281 = -122141763.074924
  nChanged 3096
Iteration 145Q (14362.750000 sec): 75 clusters
  Score: Raw -122312972.558069 + Penalty 170823.122281 = -122142149.435788
  nChanged 2937
Iteration 146Q (14469.710000 sec): 75 clusters
  Score: Raw -122313324.138451 + Penalty 170823.122281 = -122142501.016170
  nChanged 2649
Iteration 147Q (14572.580000 sec): 75 clusters
  Score: Raw -122313618.575628 + Penalty 170823.122281 = -122142795.453347
  nChanged 2421
Iteration 148Q (14678.970000 sec): 75 clusters
  Score: Raw -122313880.346877 + Penalty 170823.122281 = -122143057.224596
  nChanged 2360
Iteration 149Q (14791.160000 sec): 75 clusters
  Score: Raw -122314106.036545 + Penalty 170823.122281 = -122143282.914264
  nChanged 2240
Iteration 150Q (14892.450000 sec): 75 clusters
  Score: Raw -122314308.484558 + Penalty 170823.122281 = -122143485.362277
  nChanged 2077
Iteration 151Q (14992.660000 sec): 75 clusters
  Score: Raw -122314483.404225 + Penalty 170823.122281 = -122143660.281944
  nChanged 1877
Iteration 152Q (15091.560000 sec): 75 clusters
  Score: Raw -122314632.623714 + Penalty 170823.122281 = -122143809.501433
  nChanged 1835
Iteration 153Q (15195.380000 sec): 75 clusters
  Score: Raw -122314764.310847 + Penalty 170823.122281 = -122143941.188566
  nChanged 1726
Iteration 154Q (15297.980000 sec): 75 clusters
  Score: Raw -122314889.021709 + Penalty 170823.122281 = -122144065.899428
  nChanged 1693
Iteration 155Q (15401.130000 sec): 75 clusters
  Score: Raw -122315010.359861 + Penalty 170823.122281 = -122144187.237580
  nChanged 1681
Iteration 156Q (15497.330000 sec): 75 clusters
  Score: Raw -122315127.876511 + Penalty 170823.122281 = -122144304.754230
  nChanged 1653
Iteration 157Q (15604.270000 sec): 75 clusters
  Score: Raw -122315238.462349 + Penalty 170823.122281 = -122144415.340068
  nChanged 1567
Iteration 158Q (15707.780000 sec): 75 clusters
  Score: Raw -122315341.229838 + Penalty 170823.122281 = -122144518.107557
  nChanged 1519
Iteration 159Q (15803.010000 sec): 75 clusters
  Score: Raw -122315437.374919 + Penalty 170823.122281 = -122144614.252638
  nChanged 1463
Iteration 160F (15986.900000 sec): 75 clusters
  Score: Raw -122315549.087407 + Penalty 170823.122281 = -122144725.965126
  nChanged 1464
Iteration 161Q (16084.530000 sec): 75 clusters
  Score: Raw -122315672.877201 + Penalty 170823.122281 = -122144849.754920
  nChanged 1380
Iteration 162Q (16185.940000 sec): 75 clusters
  Score: Raw -122315805.431710 + Penalty 170823.122281 = -122144982.309429
  nChanged 1368
Iteration 163Q (16300.740000 sec): 75 clusters
  Score: Raw -122315922.547254 + Penalty 170823.122281 = -122145099.424973
  nChanged 1351
Iteration 164Q (16415.480000 sec): 75 clusters
  Score: Raw -122316003.418726 + Penalty 170823.122281 = -122145180.296445
  nChanged 1325
Iteration 165Q (16527.330000 sec): 75 clusters
  Score: Raw -122316087.405250 + Penalty 170823.122281 = -122145264.282969
  nChanged 1349
Iteration 166Q (16656.060000 sec): 75 clusters
  Score: Raw -122316177.348624 + Penalty 170823.122281 = -122145354.226343
  nChanged 1362
Iteration 167Q (16778.460000 sec): 75 clusters
  Score: Raw -122316263.628383 + Penalty 170823.122281 = -122145440.506102
  nChanged 1349
Iteration 168Q (16899.800000 sec): 75 clusters
  Score: Raw -122316357.472672 + Penalty 170823.122281 = -122145534.350391
  nChanged 1339
Iteration 169Q (17009.270000 sec): 75 clusters
  Score: Raw -122316458.072518 + Penalty 170823.122281 = -122145634.950237
  nChanged 1300
Iteration 170Q (17114.700000 sec): 75 clusters
  Score: Raw -122316544.911280 + Penalty 170823.122281 = -122145721.788999
  nChanged 1243
Iteration 171Q (17220.420000 sec): 75 clusters
  Score: Raw -122316629.440380 + Penalty 170823.122281 = -122145806.318099
  nChanged 1258
Iteration 172Q (17330.040000 sec): 75 clusters
  Score: Raw -122316716.724638 + Penalty 170823.122281 = -122145893.602357
  nChanged 1206
Iteration 173Q (17424.810000 sec): 75 clusters
  Score: Raw -122316793.637615 + Penalty 170823.122281 = -122145970.515334
  nChanged 1174
Iteration 174Q (17517.480000 sec): 75 clusters
  Score: Raw -122316865.205811 + Penalty 170823.122281 = -122146042.083530
  nChanged 1148
Iteration 175Q (17619.690000 sec): 75 clusters
  Score: Raw -122316939.832149 + Penalty 170823.122281 = -122146116.709868
  nChanged 1132
Iteration 176Q (17725.590000 sec): 75 clusters
  Score: Raw -122317011.205555 + Penalty 170823.122281 = -122146188.083274
  nChanged 1099
Iteration 177Q (17830.810000 sec): 75 clusters
  Score: Raw -122317087.342811 + Penalty 170823.122281 = -122146264.220530
  nChanged 1082
Iteration 178Q (17926.430000 sec): 75 clusters
  Score: Raw -122317169.832098 + Penalty 170823.122281 = -122146346.709817
  nChanged 1038
Writing temp clu file 
Because OldScore, -122146264.220530, is greater than current (better) Score,-122146346.709817 
 Compute initial score before splitting:   Score: Raw -122317169.832098 + Penalty 170823.122281 = -122146346.709817
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 1 (54232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17927.250000 sec): 2 clusters
  Score: Raw -4475932.575424 + Penalty 1771.416793 = -4474161.158631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17927.710000 sec): 3 clusters
  Score: Raw -4441263.172435 + Penalty 3542.833586 = -4437720.338849
  nChanged 25659
		SP:Iteration 1F (17928.120000 sec): 3 clusters
  Score: Raw -4456353.161916 + Penalty 3542.833586 = -4452810.328329
  nChanged 2440
		SP:Iteration 2Q (17928.580000 sec): 3 clusters
  Score: Raw -4457359.075183 + Penalty 3542.833586 = -4453816.241597
  nChanged 2800
		SP:Iteration 3F (17929.010000 sec): 3 clusters
  Score: Raw -4458786.781705 + Penalty 3542.833586 = -4455243.948118
  nChanged 3286
		SP:Iteration 4F (17929.450000 sec): 3 clusters
  Score: Raw -4460714.257307 + Penalty 3542.833586 = -4457171.423721
  nChanged 3559
		SP:Iteration 5F (17929.880000 sec): 3 clusters
  Score: Raw -4462993.338967 + Penalty 3542.833586 = -4459450.505381
  nChanged 3591
		SP:Iteration 6F (17930.320000 sec): 3 clusters
  Score: Raw -4465399.233036 + Penalty 3542.833586 = -4461856.399450
  nChanged 3349
		SP:Iteration 7F (17930.760000 sec): 3 clusters
  Score: Raw -4467498.649657 + Penalty 3542.833586 = -4463955.816071
  nChanged 2839
		SP:Iteration 8F (17931.190000 sec): 3 clusters
  Score: Raw -4469056.646817 + Penalty 3542.833586 = -4465513.813231
  nChanged 2138
		SP:Iteration 9Q (17931.640000 sec): 3 clusters
  Score: Raw -4469952.113243 + Penalty 3542.833586 = -4466409.279657
  nChanged 1519
		SP:Iteration 10Q (17932.100000 sec): 3 clusters
  Score: Raw -4470456.467935 + Penalty 3542.833586 = -4466913.634349
  nChanged 1101
		SP:Iteration 11Q (17932.560000 sec): 3 clusters
  Score: Raw -4470773.645453 + Penalty 3542.833586 = -4467230.811867
  nChanged 908
		SP:Iteration 12Q (17933.010000 sec): 3 clusters
  Score: Raw -4471025.435460 + Penalty 3542.833586 = -4467482.601874
  nChanged 782
		SP:Iteration 13Q (17933.490000 sec): 3 clusters
  Score: Raw -4471233.046916 + Penalty 3542.833586 = -4467690.213330
  nChanged 706
		SP:Iteration 14Q (17933.930000 sec): 3 clusters
  Score: Raw -4471410.157208 + Penalty 3542.833586 = -4467867.323622
  nChanged 662
		SP:Iteration 15Q (17934.390000 sec): 3 clusters
  Score: Raw -4471595.395489 + Penalty 3542.833586 = -4468052.561902
  nChanged 695
		SP:Iteration 16Q (17934.850000 sec): 3 clusters
  Score: Raw -4471792.799226 + Penalty 3542.833586 = -4468249.965640
  nChanged 726
		SP:Iteration 17Q (17935.290000 sec): 3 clusters
  Score: Raw -4472001.974042 + Penalty 3542.833586 = -4468459.140456
  nChanged 705
		SP:Iteration 18Q (17935.810000 sec): 3 clusters
  Score: Raw -4472194.114969 + Penalty 3542.833586 = -4468651.281383
  nChanged 643
		SP:Iteration 19Q (17936.290000 sec): 3 clusters
  Score: Raw -4472352.067988 + Penalty 3542.833586 = -4468809.234402
  nChanged 580
		SP:Iteration 20F (17936.790000 sec): 3 clusters
  Score: Raw -4472491.164565 + Penalty 3542.833586 = -4468948.330979
  nChanged 555
		SP:Iteration 21Q (17937.170000 sec): 3 clusters
  Score: Raw -4472620.879516 + Penalty 3542.833586 = -4469078.045929
  nChanged 534
		SP:Iteration 22Q (17937.660000 sec): 3 clusters
  Score: Raw -4472744.280096 + Penalty 3542.833586 = -4469201.446510
  nChanged 506
		SP:Iteration 23Q (17938.140000 sec): 3 clusters
  Score: Raw -4472852.016623 + Penalty 3542.833586 = -4469309.183037
  nChanged 435
		SP:Iteration 24Q (17938.620000 sec): 3 clusters
  Score: Raw -4472934.648552 + Penalty 3542.833586 = -4469391.814966
  nChanged 411
		SP:Iteration 25Q (17939.110000 sec): 3 clusters
  Score: Raw -4473001.247096 + Penalty 3542.833586 = -4469458.413510
  nChanged 321
		SP:Iteration 26Q (17939.590000 sec): 3 clusters
  Score: Raw -4473046.530627 + Penalty 3542.833586 = -4469503.697041
  nChanged 274
		SP:Iteration 27Q (17940.070000 sec): 3 clusters
  Score: Raw -4473079.068255 + Penalty 3542.833586 = -4469536.234669
  nChanged 252
		SP:Iteration 28Q (17940.500000 sec): 3 clusters
  Score: Raw -4473106.773871 + Penalty 3542.833586 = -4469563.940284
  nChanged 239
		SP:Iteration 29Q (17940.940000 sec): 3 clusters
  Score: Raw -4473132.612823 + Penalty 3542.833586 = -4469589.779237
  nChanged 203
		SP:Iteration 30Q (17941.380000 sec): 3 clusters
  Score: Raw -4473152.385605 + Penalty 3542.833586 = -4469609.552019
  nChanged 188
		SP:Iteration 31Q (17941.800000 sec): 3 clusters
  Score: Raw -4473168.100343 + Penalty 3542.833586 = -4469625.266757
  nChanged 152
		SP:Iteration 32Q (17942.260000 sec): 3 clusters
  Score: Raw -4473178.970560 + Penalty 3542.833586 = -4469636.136973
  nChanged 118
		SP:Iteration 33Q (17942.710000 sec): 3 clusters
  Score: Raw -4473187.756133 + Penalty 3542.833586 = -4469644.922546
  nChanged 117
		SP:Iteration 34Q (17943.150000 sec): 3 clusters
  Score: Raw -4473195.263653 + Penalty 3542.833586 = -4469652.430067
  nChanged 91
		SP:Iteration 35Q (17943.640000 sec): 3 clusters
  Score: Raw -4473200.811339 + Penalty 3542.833586 = -4469657.977753
  nChanged 83
		SP:Iteration 36Q (17944.090000 sec): 3 clusters
  Score: Raw -4473205.222515 + Penalty 3542.833586 = -4469662.388929
  nChanged 78
		SP:Iteration 37Q (17944.540000 sec): 3 clusters
  Score: Raw -4473208.781862 + Penalty 3542.833586 = -4469665.948275
  nChanged 79
		SP:Iteration 38Q (17945.000000 sec): 3 clusters
  Score: Raw -4473212.418320 + Penalty 3542.833586 = -4469669.584734
  nChanged 60
		SP:Iteration 39Q (17945.430000 sec): 3 clusters
  Score: Raw -4473215.357476 + Penalty 3542.833586 = -4469672.523890
  nChanged 67
		SP:Iteration 40F (17945.840000 sec): 3 clusters
  Score: Raw -4473218.010328 + Penalty 3542.833586 = -4469675.176742
  nChanged 53
		SP:Iteration 41Q (17946.320000 sec): 3 clusters
  Score: Raw -4473220.211419 + Penalty 3542.833586 = -4469677.377833
  nChanged 57
		SP:Iteration 42Q (17946.810000 sec): 3 clusters
  Score: Raw -4473222.559231 + Penalty 3542.833586 = -4469679.725645
  nChanged 56
		SP:Iteration 43Q (17947.270000 sec): 3 clusters
  Score: Raw -4473224.931674 + Penalty 3542.833586 = -4469682.098088
  nChanged 49
		SP:Iteration 44Q (17947.740000 sec): 3 clusters
  Score: Raw -4473227.304278 + Penalty 3542.833586 = -4469684.470692
  nChanged 37
		SP:Iteration 45Q (17948.220000 sec): 3 clusters
  Score: Raw -4473228.694722 + Penalty 3542.833586 = -4469685.861135
  nChanged 36
		SP:Iteration 46Q (17948.670000 sec): 3 clusters
  Score: Raw -4473229.996027 + Penalty 3542.833586 = -4469687.162440
  nChanged 37
		SP:Iteration 47Q (17949.140000 sec): 3 clusters
  Score: Raw -4473231.585522 + Penalty 3542.833586 = -4469688.751936
  nChanged 44
		SP:Iteration 48Q (17949.600000 sec): 3 clusters
  Score: Raw -4473233.234462 + Penalty 3542.833586 = -4469690.400876
  nChanged 40
		SP:Iteration 49Q (17950.080000 sec): 3 clusters
  Score: Raw -4473234.810844 + Penalty 3542.833586 = -4469691.977258
  nChanged 36
		SP:Iteration 50Q (17950.610000 sec): 3 clusters
  Score: Raw -4473236.178217 + Penalty 3542.833586 = -4469693.344631
  nChanged 41
		SP:Iteration 51Q (17951.050000 sec): 3 clusters
  Score: Raw -4473238.030510 + Penalty 3542.833586 = -4469695.196924
  nChanged 44
		SP:Iteration 52Q (17951.490000 sec): 3 clusters
  Score: Raw -4473239.880828 + Penalty 3542.833586 = -4469697.047242
  nChanged 41
		SP:Iteration 53Q (17951.930000 sec): 3 clusters
  Score: Raw -4473241.593133 + Penalty 3542.833586 = -4469698.759547
  nChanged 44
		SP:Iteration 54Q (17952.350000 sec): 3 clusters
  Score: Raw -4473243.596754 + Penalty 3542.833586 = -4469700.763168
  nChanged 48
		SP:Iteration 55Q (17952.860000 sec): 3 clusters
  Score: Raw -4473245.350108 + Penalty 3542.833586 = -4469702.516522
  nChanged 39
		SP:Iteration 56Q (17953.320000 sec): 3 clusters
  Score: Raw -4473246.526132 + Penalty 3542.833586 = -4469703.692546
  nChanged 35
		SP:Iteration 57Q (17953.740000 sec): 3 clusters
  Score: Raw -4473247.558489 + Penalty 3542.833586 = -4469704.724903
  nChanged 21
		SP:Iteration 58Q (17954.210000 sec): 3 clusters
  Score: Raw -4473248.095252 + Penalty 3542.833586 = -4469705.261666
  nChanged 18
		SP:Iteration 59Q (17954.680000 sec): 3 clusters
  Score: Raw -4473248.426243 + Penalty 3542.833586 = -4469705.592657
  nChanged 9
		SP:Iteration 60F (17955.120000 sec): 3 clusters
  Score: Raw -4473248.567464 + Penalty 3542.833586 = -4469705.733878
  nChanged 4
		SP:Iteration 61Q (17955.570000 sec): 3 clusters
  Score: Raw -4473248.644343 + Penalty 3542.833586 = -4469705.810757
  nChanged 9
		SP:Iteration 62Q (17956.040000 sec): 3 clusters
  Score: Raw -4473248.836433 + Penalty 3542.833586 = -4469706.002847
  nChanged 9
		SP:Iteration 63Q (17956.470000 sec): 3 clusters
  Score: Raw -4473249.017146 + Penalty 3542.833586 = -4469706.183560
  nChanged 5
		SP:Iteration 64Q (17956.930000 sec): 3 clusters
  Score: Raw -4473249.132023 + Penalty 3542.833586 = -4469706.298436
  nChanged 3
		SP:Iteration 65Q (17957.400000 sec): 3 clusters
  Score: Raw -4473249.170404 + Penalty 3542.833586 = -4469706.336818
  nChanged 1
		SP:Iteration 66Q (17957.890000 sec): 3 clusters
  Score: Raw -4473249.182852 + Penalty 3542.833586 = -4469706.349266
  nChanged 3
		SP:Iteration 67Q (17958.350000 sec): 3 clusters
  Score: Raw -4473249.240153 + Penalty 3542.833586 = -4469706.406567
  nChanged 4
		SP:Iteration 68Q (17958.760000 sec): 3 clusters
  Score: Raw -4473249.344842 + Penalty 3542.833586 = -4469706.511256
  nChanged 4
		SP:Iteration 69Q (17959.230000 sec): 3 clusters
  Score: Raw -4473249.464680 + Penalty 3542.833586 = -4469706.631094
  nChanged 7
		SP:Iteration 70Q (17959.680000 sec): 3 clusters
  Score: Raw -4473249.661230 + Penalty 3542.833586 = -4469706.827644
  nChanged 6
		SP:Iteration 71Q (17960.130000 sec): 3 clusters
  Score: Raw -4473249.772517 + Penalty 3542.833586 = -4469706.938930
  nChanged 0
		SP:Iteration 72F (17960.520000 sec): 3 clusters
  Score: Raw -4473249.772517 + Penalty 3542.833586 = -4469706.938930
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 2 (255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17960.650000 sec): 2 clusters
  Score: Raw -17561.008423 + Penalty 900.455326 = -16660.553097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17960.830000 sec): 3 clusters
  Score: Raw -17645.757411 + Penalty 1800.910652 = -15844.846759
  nChanged 45
		SP:Iteration 1F (17961.040000 sec): 3 clusters
  Score: Raw -17778.772966 + Penalty 1800.910652 = -15977.862314
  nChanged 15
		SP:Iteration 2F (17961.200000 sec): 3 clusters
  Score: Raw -17824.057186 + Penalty 1800.910652 = -16023.146534
  nChanged 6
		SP:Iteration 3Q (17961.360000 sec): 3 clusters
  Score: Raw -17854.020763 + Penalty 1800.910652 = -16053.110111
  nChanged 5
		SP:Iteration 4Q (17961.590000 sec): 3 clusters
  Score: Raw -17872.822616 + Penalty 1800.910652 = -16071.911963
  nChanged 1
		SP:Iteration 5Q (17961.760000 sec): 3 clusters
  Score: Raw -17880.679614 + Penalty 1800.910652 = -16079.768961
  nChanged 0
		SP:Iteration 6F (17961.950000 sec): 3 clusters
  Score: Raw -17880.679614 + Penalty 1800.910652 = -16079.768961
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 3 (5581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17962.080000 sec): 2 clusters
  Score: Raw -469999.895949 + Penalty 1401.907528 = -468597.988421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17962.340000 sec): 3 clusters
  Score: Raw -467133.108408 + Penalty 2803.815057 = -464329.293352
  nChanged 2262
		SP:Iteration 1F (17962.560000 sec): 3 clusters
  Score: Raw -468340.368142 + Penalty 2803.815057 = -465536.553086
  nChanged 370
		SP:Iteration 2F (17962.780000 sec): 3 clusters
  Score: Raw -468596.121823 + Penalty 2803.815057 = -465792.306766
  nChanged 297
		SP:Iteration 3F (17962.940000 sec): 3 clusters
  Score: Raw -468824.663161 + Penalty 2803.815057 = -466020.848104
  nChanged 259
		SP:Iteration 4Q (17963.110000 sec): 3 clusters
  Score: Raw -469009.504232 + Penalty 2803.815057 = -466205.689176
  nChanged 238
		SP:Iteration 5Q (17963.310000 sec): 3 clusters
  Score: Raw -469131.763589 + Penalty 2803.815057 = -466327.948533
  nChanged 186
		SP:Iteration 6Q (17963.500000 sec): 3 clusters
  Score: Raw -469226.620599 + Penalty 2803.815057 = -466422.805542
  nChanged 179
		SP:Iteration 7Q (17963.740000 sec): 3 clusters
  Score: Raw -469312.804658 + Penalty 2803.815057 = -466508.989601
  nChanged 171
		SP:Iteration 8Q (17963.940000 sec): 3 clusters
  Score: Raw -469398.853485 + Penalty 2803.815057 = -466595.038429
  nChanged 160
		SP:Iteration 9Q (17964.150000 sec): 3 clusters
  Score: Raw -469485.085527 + Penalty 2803.815057 = -466681.270471
  nChanged 172
		SP:Iteration 10Q (17964.420000 sec): 3 clusters
  Score: Raw -469567.886255 + Penalty 2803.815057 = -466764.071199
  nChanged 160
		SP:Iteration 11Q (17964.630000 sec): 3 clusters
  Score: Raw -469657.261841 + Penalty 2803.815057 = -466853.446785
  nChanged 157
		SP:Iteration 12Q (17964.820000 sec): 3 clusters
  Score: Raw -469743.547012 + Penalty 2803.815057 = -466939.731956
  nChanged 140
		SP:Iteration 13Q (17965.070000 sec): 3 clusters
  Score: Raw -469811.017250 + Penalty 2803.815057 = -467007.202193
  nChanged 126
		SP:Iteration 14Q (17965.320000 sec): 3 clusters
  Score: Raw -469876.486447 + Penalty 2803.815057 = -467072.671390
  nChanged 130
		SP:Iteration 15Q (17965.540000 sec): 3 clusters
  Score: Raw -469941.744056 + Penalty 2803.815057 = -467137.929000
  nChanged 112
		SP:Iteration 16Q (17965.770000 sec): 3 clusters
  Score: Raw -469994.795940 + Penalty 2803.815057 = -467190.980884
  nChanged 115
		SP:Iteration 17Q (17965.980000 sec): 3 clusters
  Score: Raw -470044.265767 + Penalty 2803.815057 = -467240.450710
  nChanged 98
		SP:Iteration 18Q (17966.180000 sec): 3 clusters
  Score: Raw -470092.846491 + Penalty 2803.815057 = -467289.031435
  nChanged 88
		SP:Iteration 19Q (17966.420000 sec): 3 clusters
  Score: Raw -470140.748998 + Penalty 2803.815057 = -467336.933942
  nChanged 103
		SP:Iteration 20F (17966.640000 sec): 3 clusters
  Score: Raw -470193.600963 + Penalty 2803.815057 = -467389.785907
  nChanged 88
		SP:Iteration 21Q (17966.880000 sec): 3 clusters
  Score: Raw -470237.985001 + Penalty 2803.815057 = -467434.169945
  nChanged 75
		SP:Iteration 22Q (17967.110000 sec): 3 clusters
  Score: Raw -470270.901340 + Penalty 2803.815057 = -467467.086283
  nChanged 62
		SP:Iteration 23Q (17967.310000 sec): 3 clusters
  Score: Raw -470298.704718 + Penalty 2803.815057 = -467494.889661
  nChanged 56
		SP:Iteration 24Q (17967.510000 sec): 3 clusters
  Score: Raw -470322.211395 + Penalty 2803.815057 = -467518.396338
  nChanged 49
		SP:Iteration 25Q (17967.750000 sec): 3 clusters
  Score: Raw -470341.346583 + Penalty 2803.815057 = -467537.531526
  nChanged 44
		SP:Iteration 26Q (17967.990000 sec): 3 clusters
  Score: Raw -470354.611426 + Penalty 2803.815057 = -467550.796369
  nChanged 43
		SP:Iteration 27Q (17968.180000 sec): 3 clusters
  Score: Raw -470366.655353 + Penalty 2803.815057 = -467562.840296
  nChanged 35
		SP:Iteration 28Q (17968.360000 sec): 3 clusters
  Score: Raw -470377.237940 + Penalty 2803.815057 = -467573.422884
  nChanged 35
		SP:Iteration 29Q (17968.560000 sec): 3 clusters
  Score: Raw -470390.146177 + Penalty 2803.815057 = -467586.331120
  nChanged 40
		SP:Iteration 30Q (17968.730000 sec): 3 clusters
  Score: Raw -470405.245616 + Penalty 2803.815057 = -467601.430559
  nChanged 40
		SP:Iteration 31Q (17968.920000 sec): 3 clusters
  Score: Raw -470423.623968 + Penalty 2803.815057 = -467619.808912
  nChanged 38
		SP:Iteration 32Q (17969.090000 sec): 3 clusters
  Score: Raw -470440.043126 + Penalty 2803.815057 = -467636.228069
  nChanged 49
		SP:Iteration 33Q (17969.300000 sec): 3 clusters
  Score: Raw -470457.106558 + Penalty 2803.815057 = -467653.291501
  nChanged 38
		SP:Iteration 34Q (17969.480000 sec): 3 clusters
  Score: Raw -470469.711993 + Penalty 2803.815057 = -467665.896936
  nChanged 34
		SP:Iteration 35Q (17969.690000 sec): 3 clusters
  Score: Raw -470484.098120 + Penalty 2803.815057 = -467680.283064
  nChanged 36
		SP:Iteration 36Q (17969.880000 sec): 3 clusters
  Score: Raw -470498.145477 + Penalty 2803.815057 = -467694.330420
  nChanged 40
		SP:Iteration 37Q (17970.080000 sec): 3 clusters
  Score: Raw -470512.358638 + Penalty 2803.815057 = -467708.543582
  nChanged 39
		SP:Iteration 38Q (17970.310000 sec): 3 clusters
  Score: Raw -470527.411034 + Penalty 2803.815057 = -467723.595977
  nChanged 35
		SP:Iteration 39Q (17970.590000 sec): 3 clusters
  Score: Raw -470545.660955 + Penalty 2803.815057 = -467741.845898
  nChanged 40
		SP:Iteration 40F (17970.820000 sec): 3 clusters
  Score: Raw -470558.092653 + Penalty 2803.815057 = -467754.277597
  nChanged 26
		SP:Iteration 41Q (17971.020000 sec): 3 clusters
  Score: Raw -470568.659617 + Penalty 2803.815057 = -467764.844561
  nChanged 19
		SP:Iteration 42Q (17971.290000 sec): 3 clusters
  Score: Raw -470577.266171 + Penalty 2803.815057 = -467773.451114
  nChanged 31
		SP:Iteration 43Q (17971.490000 sec): 3 clusters
  Score: Raw -470588.785503 + Penalty 2803.815057 = -467784.970447
  nChanged 23
		SP:Iteration 44Q (17971.710000 sec): 3 clusters
  Score: Raw -470600.156845 + Penalty 2803.815057 = -467796.341788
  nChanged 19
		SP:Iteration 45Q (17971.970000 sec): 3 clusters
  Score: Raw -470607.899731 + Penalty 2803.815057 = -467804.084675
  nChanged 20
		SP:Iteration 46Q (17972.200000 sec): 3 clusters
  Score: Raw -470614.360570 + Penalty 2803.815057 = -467810.545514
  nChanged 19
		SP:Iteration 47Q (17972.490000 sec): 3 clusters
  Score: Raw -470619.697078 + Penalty 2803.815057 = -467815.882022
  nChanged 17
		SP:Iteration 48Q (17972.740000 sec): 3 clusters
  Score: Raw -470624.922105 + Penalty 2803.815057 = -467821.107049
  nChanged 12
		SP:Iteration 49Q (17972.920000 sec): 3 clusters
  Score: Raw -470628.337792 + Penalty 2803.815057 = -467824.522735
  nChanged 12
		SP:Iteration 50Q (17973.130000 sec): 3 clusters
  Score: Raw -470631.502179 + Penalty 2803.815057 = -467827.687123
  nChanged 8
		SP:Iteration 51Q (17973.320000 sec): 3 clusters
  Score: Raw -470633.805017 + Penalty 2803.815057 = -467829.989960
  nChanged 5
		SP:Iteration 52Q (17973.520000 sec): 3 clusters
  Score: Raw -470634.862679 + Penalty 2803.815057 = -467831.047623
  nChanged 7
		SP:Iteration 53Q (17973.750000 sec): 3 clusters
  Score: Raw -470636.573302 + Penalty 2803.815057 = -467832.758245
  nChanged 5
		SP:Iteration 54Q (17973.980000 sec): 3 clusters
  Score: Raw -470637.523290 + Penalty 2803.815057 = -467833.708234
  nChanged 4
		SP:Iteration 55Q (17974.180000 sec): 3 clusters
  Score: Raw -470638.142830 + Penalty 2803.815057 = -467834.327774
  nChanged 1
		SP:Iteration 56Q (17974.400000 sec): 3 clusters
  Score: Raw -470638.318713 + Penalty 2803.815057 = -467834.503656
  nChanged 0
		SP:Iteration 57F (17974.560000 sec): 3 clusters
  Score: Raw -470638.318713 + Penalty 2803.815057 = -467834.503656
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 4 (4368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17974.670000 sec): 2 clusters
  Score: Raw -369263.053110 + Penalty 1362.084834 = -367900.968275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17974.940000 sec): 3 clusters
  Score: Raw -367029.114994 + Penalty 2724.169668 = -364304.945326
  nChanged 1722
		SP:Iteration 1F (17975.110000 sec): 3 clusters
  Score: Raw -368063.479019 + Penalty 2724.169668 = -365339.309350
  nChanged 350
		SP:Iteration 2F (17975.360000 sec): 3 clusters
  Score: Raw -368282.922796 + Penalty 2724.169668 = -365558.753128
  nChanged 288
		SP:Iteration 3F (17975.570000 sec): 3 clusters
  Score: Raw -368479.231028 + Penalty 2724.169668 = -365755.061360
  nChanged 246
		SP:Iteration 4F (17975.790000 sec): 3 clusters
  Score: Raw -368635.386769 + Penalty 2724.169668 = -365911.217100
  nChanged 208
		SP:Iteration 5Q (17976.040000 sec): 3 clusters
  Score: Raw -368771.589212 + Penalty 2724.169668 = -366047.419544
  nChanged 189
		SP:Iteration 6Q (17976.270000 sec): 3 clusters
  Score: Raw -368914.712932 + Penalty 2724.169668 = -366190.543264
  nChanged 181
		SP:Iteration 7Q (17976.450000 sec): 3 clusters
  Score: Raw -369037.684295 + Penalty 2724.169668 = -366313.514627
  nChanged 153
		SP:Iteration 8Q (17976.660000 sec): 3 clusters
  Score: Raw -369136.459358 + Penalty 2724.169668 = -366412.289690
  nChanged 125
		SP:Iteration 9Q (17976.860000 sec): 3 clusters
  Score: Raw -369216.958236 + Penalty 2724.169668 = -366492.788568
  nChanged 120
		SP:Iteration 10Q (17977.040000 sec): 3 clusters
  Score: Raw -369296.567813 + Penalty 2724.169668 = -366572.398145
  nChanged 89
		SP:Iteration 11Q (17977.250000 sec): 3 clusters
  Score: Raw -369349.340385 + Penalty 2724.169668 = -366625.170717
  nChanged 71
		SP:Iteration 12Q (17977.490000 sec): 3 clusters
  Score: Raw -369391.192636 + Penalty 2724.169668 = -366667.022968
  nChanged 56
		SP:Iteration 13Q (17977.670000 sec): 3 clusters
  Score: Raw -369424.898015 + Penalty 2724.169668 = -366700.728347
  nChanged 53
		SP:Iteration 14Q (17977.870000 sec): 3 clusters
  Score: Raw -369453.911194 + Penalty 2724.169668 = -366729.741526
  nChanged 38
		SP:Iteration 15Q (17978.120000 sec): 3 clusters
  Score: Raw -369473.549710 + Penalty 2724.169668 = -366749.380042
  nChanged 30
		SP:Iteration 16Q (17978.330000 sec): 3 clusters
  Score: Raw -369490.033767 + Penalty 2724.169668 = -366765.864099
  nChanged 28
		SP:Iteration 17Q (17978.560000 sec): 3 clusters
  Score: Raw -369505.982858 + Penalty 2724.169668 = -366781.813189
  nChanged 22
		SP:Iteration 18Q (17978.770000 sec): 3 clusters
  Score: Raw -369518.139321 + Penalty 2724.169668 = -366793.969652
  nChanged 16
		SP:Iteration 19Q (17978.930000 sec): 3 clusters
  Score: Raw -369528.293356 + Penalty 2724.169668 = -366804.123688
  nChanged 13
		SP:Iteration 20F (17979.160000 sec): 3 clusters
  Score: Raw -369534.849571 + Penalty 2724.169668 = -366810.679903
  nChanged 15
		SP:Iteration 21Q (17979.350000 sec): 3 clusters
  Score: Raw -369542.304498 + Penalty 2724.169668 = -366818.134830
  nChanged 12
		SP:Iteration 22Q (17979.550000 sec): 3 clusters
  Score: Raw -369549.913455 + Penalty 2724.169668 = -366825.743787
  nChanged 9
		SP:Iteration 23Q (17979.710000 sec): 3 clusters
  Score: Raw -369557.536074 + Penalty 2724.169668 = -366833.366406
  nChanged 10
		SP:Iteration 24Q (17979.910000 sec): 3 clusters
  Score: Raw -369564.627229 + Penalty 2724.169668 = -366840.457561
  nChanged 7
		SP:Iteration 25Q (17980.090000 sec): 3 clusters
  Score: Raw -369572.934688 + Penalty 2724.169668 = -366848.765020
  nChanged 10
		SP:Iteration 26Q (17980.310000 sec): 3 clusters
  Score: Raw -369581.462467 + Penalty 2724.169668 = -366857.292799
  nChanged 7
		SP:Iteration 27Q (17980.500000 sec): 3 clusters
  Score: Raw -369585.155348 + Penalty 2724.169668 = -366860.985680
  nChanged 5
		SP:Iteration 28Q (17980.710000 sec): 3 clusters
  Score: Raw -369589.312227 + Penalty 2724.169668 = -366865.142559
  nChanged 8
		SP:Iteration 29Q (17980.930000 sec): 3 clusters
  Score: Raw -369593.765551 + Penalty 2724.169668 = -366869.595883
  nChanged 5
		SP:Iteration 30Q (17981.140000 sec): 3 clusters
  Score: Raw -369597.080553 + Penalty 2724.169668 = -366872.910885
  nChanged 1
		SP:Iteration 31Q (17981.310000 sec): 3 clusters
  Score: Raw -369597.251554 + Penalty 2724.169668 = -366873.081886
  nChanged 0
		SP:Iteration 32F (17981.490000 sec): 3 clusters
  Score: Raw -369597.251554 + Penalty 2724.169668 = -366873.081886
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 5 (7030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17981.640000 sec): 2 clusters
  Score: Raw -581213.886373 + Penalty 1439.415573 = -579774.470800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17981.850000 sec): 3 clusters
  Score: Raw -577435.194974 + Penalty 2878.831145 = -574556.363829
  nChanged 2932
		SP:Iteration 1F (17982.090000 sec): 3 clusters
  Score: Raw -579005.721913 + Penalty 2878.831145 = -576126.890768
  nChanged 395
		SP:Iteration 2F (17982.290000 sec): 3 clusters
  Score: Raw -579181.811899 + Penalty 2878.831145 = -576302.980754
  nChanged 299
		SP:Iteration 3Q (17982.540000 sec): 3 clusters
  Score: Raw -579302.659056 + Penalty 2878.831145 = -576423.827911
  nChanged 280
		SP:Iteration 4Q (17982.750000 sec): 3 clusters
  Score: Raw -579412.429155 + Penalty 2878.831145 = -576533.598010
  nChanged 269
		SP:Iteration 5Q (17982.920000 sec): 3 clusters
  Score: Raw -579530.146858 + Penalty 2878.831145 = -576651.315713
  nChanged 244
		SP:Iteration 6Q (17983.120000 sec): 3 clusters
  Score: Raw -579644.913423 + Penalty 2878.831145 = -576766.082277
  nChanged 243
		SP:Iteration 7Q (17983.340000 sec): 3 clusters
  Score: Raw -579757.973020 + Penalty 2878.831145 = -576879.141875
  nChanged 230
		SP:Iteration 8Q (17983.540000 sec): 3 clusters
  Score: Raw -579861.654272 + Penalty 2878.831145 = -576982.823127
  nChanged 228
		SP:Iteration 9Q (17983.770000 sec): 3 clusters
  Score: Raw -579975.894306 + Penalty 2878.831145 = -577097.063161
  nChanged 234
		SP:Iteration 10Q (17983.950000 sec): 3 clusters
  Score: Raw -580084.909889 + Penalty 2878.831145 = -577206.078744
  nChanged 210
		SP:Iteration 11Q (17984.190000 sec): 3 clusters
  Score: Raw -580183.670075 + Penalty 2878.831145 = -577304.838930
  nChanged 182
		SP:Iteration 12Q (17984.420000 sec): 3 clusters
  Score: Raw -580255.220114 + Penalty 2878.831145 = -577376.388969
  nChanged 169
		SP:Iteration 13Q (17984.630000 sec): 3 clusters
  Score: Raw -580310.809305 + Penalty 2878.831145 = -577431.978160
  nChanged 150
		SP:Iteration 14Q (17984.870000 sec): 3 clusters
  Score: Raw -580366.675553 + Penalty 2878.831145 = -577487.844408
  nChanged 144
		SP:Iteration 15Q (17985.080000 sec): 3 clusters
  Score: Raw -580422.888274 + Penalty 2878.831145 = -577544.057129
  nChanged 130
		SP:Iteration 16Q (17985.310000 sec): 3 clusters
  Score: Raw -580472.842794 + Penalty 2878.831145 = -577594.011649
  nChanged 116
		SP:Iteration 17Q (17985.500000 sec): 3 clusters
  Score: Raw -580519.501032 + Penalty 2878.831145 = -577640.669887
  nChanged 110
		SP:Iteration 18Q (17985.780000 sec): 3 clusters
  Score: Raw -580563.403653 + Penalty 2878.831145 = -577684.572508
  nChanged 106
		SP:Iteration 19Q (17985.960000 sec): 3 clusters
  Score: Raw -580604.707647 + Penalty 2878.831145 = -577725.876502
  nChanged 110
		SP:Iteration 20F (17986.200000 sec): 3 clusters
  Score: Raw -580649.516690 + Penalty 2878.831145 = -577770.685545
  nChanged 106
		SP:Iteration 21Q (17986.420000 sec): 3 clusters
  Score: Raw -580696.321203 + Penalty 2878.831145 = -577817.490058
  nChanged 109
		SP:Iteration 22Q (17986.610000 sec): 3 clusters
  Score: Raw -580743.717611 + Penalty 2878.831145 = -577864.886466
  nChanged 94
		SP:Iteration 23Q (17986.830000 sec): 3 clusters
  Score: Raw -580788.391719 + Penalty 2878.831145 = -577909.560574
  nChanged 90
		SP:Iteration 24Q (17987.070000 sec): 3 clusters
  Score: Raw -580828.794417 + Penalty 2878.831145 = -577949.963272
  nChanged 88
		SP:Iteration 25Q (17987.280000 sec): 3 clusters
  Score: Raw -580864.359062 + Penalty 2878.831145 = -577985.527917
  nChanged 80
		SP:Iteration 26Q (17987.500000 sec): 3 clusters
  Score: Raw -580901.223933 + Penalty 2878.831145 = -578022.392788
  nChanged 83
		SP:Iteration 27Q (17987.720000 sec): 3 clusters
  Score: Raw -580949.336045 + Penalty 2878.831145 = -578070.504900
  nChanged 74
		SP:Iteration 28Q (17987.910000 sec): 3 clusters
  Score: Raw -580986.282075 + Penalty 2878.831145 = -578107.450930
  nChanged 72
		SP:Iteration 29Q (17988.100000 sec): 3 clusters
  Score: Raw -581021.387774 + Penalty 2878.831145 = -578142.556629
  nChanged 65
		SP:Iteration 30Q (17988.290000 sec): 3 clusters
  Score: Raw -581050.814146 + Penalty 2878.831145 = -578171.983001
  nChanged 59
		SP:Iteration 31Q (17988.490000 sec): 3 clusters
  Score: Raw -581077.919268 + Penalty 2878.831145 = -578199.088123
  nChanged 43
		SP:Iteration 32Q (17988.700000 sec): 3 clusters
  Score: Raw -581098.300528 + Penalty 2878.831145 = -578219.469383
  nChanged 42
		SP:Iteration 33Q (17988.910000 sec): 3 clusters
  Score: Raw -581115.963163 + Penalty 2878.831145 = -578237.132018
  nChanged 43
		SP:Iteration 34Q (17989.090000 sec): 3 clusters
  Score: Raw -581134.746068 + Penalty 2878.831145 = -578255.914923
  nChanged 40
		SP:Iteration 35Q (17989.350000 sec): 3 clusters
  Score: Raw -581152.885105 + Penalty 2878.831145 = -578274.053960
  nChanged 55
		SP:Iteration 36Q (17989.590000 sec): 3 clusters
  Score: Raw -581181.061693 + Penalty 2878.831145 = -578302.230548
  nChanged 52
		SP:Iteration 37Q (17989.770000 sec): 3 clusters
  Score: Raw -581208.654820 + Penalty 2878.831145 = -578329.823675
  nChanged 39
		SP:Iteration 38Q (17989.990000 sec): 3 clusters
  Score: Raw -581227.951423 + Penalty 2878.831145 = -578349.120278
  nChanged 44
		SP:Iteration 39Q (17990.190000 sec): 3 clusters
  Score: Raw -581248.900513 + Penalty 2878.831145 = -578370.069368
  nChanged 30
		SP:Iteration 40F (17990.410000 sec): 3 clusters
  Score: Raw -581261.236091 + Penalty 2878.831145 = -578382.404945
  nChanged 30
		SP:Iteration 41Q (17990.590000 sec): 3 clusters
  Score: Raw -581277.596491 + Penalty 2878.831145 = -578398.765345
  nChanged 30
		SP:Iteration 42Q (17990.800000 sec): 3 clusters
  Score: Raw -581294.397772 + Penalty 2878.831145 = -578415.566627
  nChanged 30
		SP:Iteration 43Q (17990.990000 sec): 3 clusters
  Score: Raw -581310.955566 + Penalty 2878.831145 = -578432.124421
  nChanged 23
		SP:Iteration 44Q (17991.180000 sec): 3 clusters
  Score: Raw -581319.387255 + Penalty 2878.831145 = -578440.556110
  nChanged 20
		SP:Iteration 45Q (17991.370000 sec): 3 clusters
  Score: Raw -581330.880810 + Penalty 2878.831145 = -578452.049665
  nChanged 26
		SP:Iteration 46Q (17991.570000 sec): 3 clusters
  Score: Raw -581344.698099 + Penalty 2878.831145 = -578465.866954
  nChanged 26
		SP:Iteration 47Q (17991.770000 sec): 3 clusters
  Score: Raw -581358.485886 + Penalty 2878.831145 = -578479.654740
  nChanged 19
		SP:Iteration 48Q (17991.950000 sec): 3 clusters
  Score: Raw -581372.474104 + Penalty 2878.831145 = -578493.642958
  nChanged 20
		SP:Iteration 49Q (17992.180000 sec): 3 clusters
  Score: Raw -581383.189505 + Penalty 2878.831145 = -578504.358360
  nChanged 10
		SP:Iteration 50Q (17992.380000 sec): 3 clusters
  Score: Raw -581389.692146 + Penalty 2878.831145 = -578510.861001
  nChanged 11
		SP:Iteration 51Q (17992.570000 sec): 3 clusters
  Score: Raw -581394.920810 + Penalty 2878.831145 = -578516.089665
  nChanged 8
		SP:Iteration 52Q (17992.760000 sec): 3 clusters
  Score: Raw -581397.302953 + Penalty 2878.831145 = -578518.471808
  nChanged 5
		SP:Iteration 53Q (17992.950000 sec): 3 clusters
  Score: Raw -581398.678349 + Penalty 2878.831145 = -578519.847204
  nChanged 1
		SP:Iteration 54Q (17993.170000 sec): 3 clusters
  Score: Raw -581399.024494 + Penalty 2878.831145 = -578520.193349
  nChanged 1
		SP:Iteration 55Q (17993.350000 sec): 3 clusters
  Score: Raw -581399.533073 + Penalty 2878.831145 = -578520.701928
  nChanged 2
		SP:Iteration 56Q (17993.550000 sec): 3 clusters
  Score: Raw -581400.609398 + Penalty 2878.831145 = -578521.778253
  nChanged 3
		SP:Iteration 57Q (17993.750000 sec): 3 clusters
  Score: Raw -581401.467008 + Penalty 2878.831145 = -578522.635863
  nChanged 3
		SP:Iteration 58Q (17993.960000 sec): 3 clusters
  Score: Raw -581402.365840 + Penalty 2878.831145 = -578523.534695
  nChanged 2
		SP:Iteration 59Q (17994.130000 sec): 3 clusters
  Score: Raw -581402.730808 + Penalty 2878.831145 = -578523.899663
  nChanged 1
		SP:Iteration 60F (17994.360000 sec): 3 clusters
  Score: Raw -581403.137525 + Penalty 2878.831145 = -578524.306380
  nChanged 5
		SP:Iteration 61Q (17994.510000 sec): 3 clusters
  Score: Raw -581404.913731 + Penalty 2878.831145 = -578526.082586
  nChanged 4
		SP:Iteration 62Q (17994.690000 sec): 3 clusters
  Score: Raw -581406.322198 + Penalty 2878.831145 = -578527.491053
  nChanged 4
		SP:Iteration 63Q (17994.910000 sec): 3 clusters
  Score: Raw -581408.492752 + Penalty 2878.831145 = -578529.661607
  nChanged 5
		SP:Iteration 64Q (17995.090000 sec): 3 clusters
  Score: Raw -581410.246568 + Penalty 2878.831145 = -578531.415423
  nChanged 5
		SP:Iteration 65Q (17995.290000 sec): 3 clusters
  Score: Raw -581413.001337 + Penalty 2878.831145 = -578534.170192
  nChanged 7
		SP:Iteration 66Q (17995.490000 sec): 3 clusters
  Score: Raw -581415.754648 + Penalty 2878.831145 = -578536.923503
  nChanged 7
		SP:Iteration 67Q (17995.680000 sec): 3 clusters
  Score: Raw -581422.212548 + Penalty 2878.831145 = -578543.381403
  nChanged 10
		SP:Iteration 68Q (17995.870000 sec): 3 clusters
  Score: Raw -581434.825827 + Penalty 2878.831145 = -578555.994682
  nChanged 15
		SP:Iteration 69Q (17996.070000 sec): 3 clusters
  Score: Raw -581444.701101 + Penalty 2878.831145 = -578565.869956
  nChanged 10
		SP:Iteration 70Q (17996.290000 sec): 3 clusters
  Score: Raw -581452.535253 + Penalty 2878.831145 = -578573.704108
  nChanged 12
		SP:Iteration 71Q (17996.450000 sec): 3 clusters
  Score: Raw -581460.326046 + Penalty 2878.831145 = -578581.494901
  nChanged 8
		SP:Iteration 72Q (17996.650000 sec): 3 clusters
  Score: Raw -581464.390650 + Penalty 2878.831145 = -578585.559505
  nChanged 9
		SP:Iteration 73Q (17996.860000 sec): 3 clusters
  Score: Raw -581469.105862 + Penalty 2878.831145 = -578590.274717
  nChanged 3
		SP:Iteration 74Q (17997.050000 sec): 3 clusters
  Score: Raw -581471.205453 + Penalty 2878.831145 = -578592.374308
  nChanged 1
		SP:Iteration 75Q (17997.280000 sec): 3 clusters
  Score: Raw -581472.083147 + Penalty 2878.831145 = -578593.252002
  nChanged 1
		SP:Iteration 76Q (17997.520000 sec): 3 clusters
  Score: Raw -581472.232591 + Penalty 2878.831145 = -578593.401446
  nChanged 0
		SP:Iteration 77F (17997.710000 sec): 3 clusters
  Score: Raw -581472.232591 + Penalty 2878.831145 = -578593.401446
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 6 (4264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17997.810000 sec): 2 clusters
  Score: Raw -373487.720919 + Penalty 1358.168982 = -372129.551937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17998.000000 sec): 3 clusters
  Score: Raw -371393.868794 + Penalty 2716.337964 = -368677.530830
  nChanged 1715
		SP:Iteration 1F (17998.160000 sec): 3 clusters
  Score: Raw -372696.724041 + Penalty 2716.337964 = -369980.386077
  nChanged 495
		SP:Iteration 2F (17998.370000 sec): 3 clusters
  Score: Raw -373308.293809 + Penalty 2716.337964 = -370591.955845
  nChanged 429
		SP:Iteration 3F (17998.570000 sec): 3 clusters
  Score: Raw -373816.502076 + Penalty 2716.337964 = -371100.164112
  nChanged 294
		SP:Iteration 4F (17998.760000 sec): 3 clusters
  Score: Raw -374060.466080 + Penalty 2716.337964 = -371344.128116
  nChanged 187
		SP:Iteration 5Q (17998.980000 sec): 3 clusters
  Score: Raw -374179.178270 + Penalty 2716.337964 = -371462.840306
  nChanged 109
		SP:Iteration 6Q (17999.200000 sec): 3 clusters
  Score: Raw -374229.288645 + Penalty 2716.337964 = -371512.950681
  nChanged 70
		SP:Iteration 7Q (17999.390000 sec): 3 clusters
  Score: Raw -374253.632750 + Penalty 2716.337964 = -371537.294786
  nChanged 30
		SP:Iteration 8Q (17999.630000 sec): 3 clusters
  Score: Raw -374263.226461 + Penalty 2716.337964 = -371546.888498
  nChanged 28
		SP:Iteration 9Q (17999.860000 sec): 3 clusters
  Score: Raw -374273.606380 + Penalty 2716.337964 = -371557.268416
  nChanged 27
		SP:Iteration 10Q (18000.080000 sec): 3 clusters
  Score: Raw -374283.329798 + Penalty 2716.337964 = -371566.991834
  nChanged 20
		SP:Iteration 11Q (18000.250000 sec): 3 clusters
  Score: Raw -374289.629472 + Penalty 2716.337964 = -371573.291508
  nChanged 19
		SP:Iteration 12Q (18000.480000 sec): 3 clusters
  Score: Raw -374295.433824 + Penalty 2716.337964 = -371579.095860
  nChanged 7
		SP:Iteration 13Q (18000.750000 sec): 3 clusters
  Score: Raw -374296.988653 + Penalty 2716.337964 = -371580.650689
  nChanged 3
		SP:Iteration 14Q (18000.950000 sec): 3 clusters
  Score: Raw -374297.688763 + Penalty 2716.337964 = -371581.350799
  nChanged 3
		SP:Iteration 15Q (18001.150000 sec): 3 clusters
  Score: Raw -374298.465037 + Penalty 2716.337964 = -371582.127073
  nChanged 2
		SP:Iteration 16Q (18001.400000 sec): 3 clusters
  Score: Raw -374298.740851 + Penalty 2716.337964 = -371582.402888
  nChanged 0
		SP:Iteration 17F (18001.580000 sec): 3 clusters
  Score: Raw -374298.740851 + Penalty 2716.337964 = -371582.402888
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 7 (6899 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18001.730000 sec): 2 clusters
  Score: Raw -655878.158077 + Penalty 1436.358910 = -654441.799167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18001.990000 sec): 3 clusters
  Score: Raw -652106.267779 + Penalty 2872.717820 = -649233.549959
  nChanged 2911
		SP:Iteration 1F (18002.180000 sec): 3 clusters
  Score: Raw -653618.954095 + Penalty 2872.717820 = -650746.236276
  nChanged 420
		SP:Iteration 2F (18002.390000 sec): 3 clusters
  Score: Raw -653800.061919 + Penalty 2872.717820 = -650927.344100
  nChanged 298
		SP:Iteration 3Q (18002.590000 sec): 3 clusters
  Score: Raw -653906.288703 + Penalty 2872.717820 = -651033.570884
  nChanged 244
		SP:Iteration 4Q (18002.830000 sec): 3 clusters
  Score: Raw -653979.175786 + Penalty 2872.717820 = -651106.457966
  nChanged 167
		SP:Iteration 5Q (18003.060000 sec): 3 clusters
  Score: Raw -654033.048838 + Penalty 2872.717820 = -651160.331019
  nChanged 169
		SP:Iteration 6Q (18003.300000 sec): 3 clusters
  Score: Raw -654080.191159 + Penalty 2872.717820 = -651207.473339
  nChanged 136
		SP:Iteration 7Q (18003.520000 sec): 3 clusters
  Score: Raw -654115.851299 + Penalty 2872.717820 = -651243.133479
  nChanged 123
		SP:Iteration 8Q (18003.750000 sec): 3 clusters
  Score: Raw -654148.239729 + Penalty 2872.717820 = -651275.521910
  nChanged 108
		SP:Iteration 9Q (18003.990000 sec): 3 clusters
  Score: Raw -654177.649345 + Penalty 2872.717820 = -651304.931525
  nChanged 115
		SP:Iteration 10Q (18004.200000 sec): 3 clusters
  Score: Raw -654210.439534 + Penalty 2872.717820 = -651337.721715
  nChanged 120
		SP:Iteration 11Q (18004.450000 sec): 3 clusters
  Score: Raw -654251.075503 + Penalty 2872.717820 = -651378.357683
  nChanged 132
		SP:Iteration 12Q (18004.670000 sec): 3 clusters
  Score: Raw -654298.106374 + Penalty 2872.717820 = -651425.388554
  nChanged 140
		SP:Iteration 13Q (18004.900000 sec): 3 clusters
  Score: Raw -654352.141786 + Penalty 2872.717820 = -651479.423966
  nChanged 181
		SP:Iteration 14Q (18005.090000 sec): 3 clusters
  Score: Raw -654431.842236 + Penalty 2872.717820 = -651559.124417
  nChanged 193
		SP:Iteration 15Q (18005.290000 sec): 3 clusters
  Score: Raw -654531.043920 + Penalty 2872.717820 = -651658.326100
  nChanged 231
		SP:Iteration 16Q (18005.500000 sec): 3 clusters
  Score: Raw -654651.374974 + Penalty 2872.717820 = -651778.657155
  nChanged 233
		SP:Iteration 17Q (18005.740000 sec): 3 clusters
  Score: Raw -654777.429348 + Penalty 2872.717820 = -651904.711528
  nChanged 248
		SP:Iteration 18Q (18005.960000 sec): 3 clusters
  Score: Raw -654937.272316 + Penalty 2872.717820 = -652064.554496
  nChanged 293
		SP:Iteration 19Q (18006.210000 sec): 3 clusters
  Score: Raw -655148.652966 + Penalty 2872.717820 = -652275.935146
  nChanged 256
		SP:Iteration 20F (18006.470000 sec): 3 clusters
  Score: Raw -655354.518593 + Penalty 2872.717820 = -652481.800773
  nChanged 243
		SP:Iteration 21Q (18006.710000 sec): 3 clusters
  Score: Raw -655555.146278 + Penalty 2872.717820 = -652682.428459
  nChanged 174
		SP:Iteration 22Q (18006.900000 sec): 3 clusters
  Score: Raw -655713.306899 + Penalty 2872.717820 = -652840.589080
  nChanged 122
		SP:Iteration 23Q (18007.130000 sec): 3 clusters
  Score: Raw -655826.180138 + Penalty 2872.717820 = -652953.462318
  nChanged 88
		SP:Iteration 24Q (18007.350000 sec): 3 clusters
  Score: Raw -655899.654306 + Penalty 2872.717820 = -653026.936486
  nChanged 47
		SP:Iteration 25Q (18007.520000 sec): 3 clusters
  Score: Raw -655944.192145 + Penalty 2872.717820 = -653071.474325
  nChanged 33
		SP:Iteration 26Q (18007.700000 sec): 3 clusters
  Score: Raw -655974.020652 + Penalty 2872.717820 = -653101.302832
  nChanged 19
		SP:Iteration 27Q (18007.930000 sec): 3 clusters
  Score: Raw -655990.262672 + Penalty 2872.717820 = -653117.544852
  nChanged 13
		SP:Iteration 28Q (18008.170000 sec): 3 clusters
  Score: Raw -656006.642263 + Penalty 2872.717820 = -653133.924444
  nChanged 14
		SP:Iteration 29Q (18008.340000 sec): 3 clusters
  Score: Raw -656019.873559 + Penalty 2872.717820 = -653147.155739
  nChanged 11
		SP:Iteration 30Q (18008.600000 sec): 3 clusters
  Score: Raw -656032.415281 + Penalty 2872.717820 = -653159.697462
  nChanged 13
		SP:Iteration 31Q (18008.780000 sec): 3 clusters
  Score: Raw -656047.182824 + Penalty 2872.717820 = -653174.465005
  nChanged 6
		SP:Iteration 32Q (18009.000000 sec): 3 clusters
  Score: Raw -656053.995168 + Penalty 2872.717820 = -653181.277349
  nChanged 7
		SP:Iteration 33Q (18009.200000 sec): 3 clusters
  Score: Raw -656061.533510 + Penalty 2872.717820 = -653188.815690
  nChanged 5
		SP:Iteration 34Q (18009.430000 sec): 3 clusters
  Score: Raw -656064.812254 + Penalty 2872.717820 = -653192.094435
  nChanged 2
		SP:Iteration 35Q (18009.640000 sec): 3 clusters
  Score: Raw -656066.464433 + Penalty 2872.717820 = -653193.746614
  nChanged 4
		SP:Iteration 36Q (18009.900000 sec): 3 clusters
  Score: Raw -656069.707304 + Penalty 2872.717820 = -653196.989485
  nChanged 1
		SP:Iteration 37Q (18010.160000 sec): 3 clusters
  Score: Raw -656070.840904 + Penalty 2872.717820 = -653198.123084
  nChanged 1
		SP:Iteration 38Q (18010.360000 sec): 3 clusters
  Score: Raw -656071.462566 + Penalty 2872.717820 = -653198.744746
  nChanged 3
		SP:Iteration 39Q (18010.550000 sec): 3 clusters
  Score: Raw -656073.576070 + Penalty 2872.717820 = -653200.858251
  nChanged 4
		SP:Iteration 40F (18010.780000 sec): 3 clusters
  Score: Raw -656077.499598 + Penalty 2872.717820 = -653204.781778
  nChanged 2
		SP:Iteration 41Q (18010.990000 sec): 3 clusters
  Score: Raw -656079.081461 + Penalty 2872.717820 = -653206.363641
  nChanged 1
		SP:Iteration 42Q (18011.170000 sec): 3 clusters
  Score: Raw -656080.381666 + Penalty 2872.717820 = -653207.663846
  nChanged 1
		SP:Iteration 43Q (18011.420000 sec): 3 clusters
  Score: Raw -656080.778674 + Penalty 2872.717820 = -653208.060855
  nChanged 0
		SP:Iteration 44F (18011.630000 sec): 3 clusters
  Score: Raw -656080.778674 + Penalty 2872.717820 = -653208.060855
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 8 (14970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18011.770000 sec): 2 clusters
  Score: Raw -1275071.895987 + Penalty 1562.243065 = -1273509.652921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18011.990000 sec): 3 clusters
  Score: Raw -1266350.972696 + Penalty 3124.486130 = -1263226.486566
  nChanged 6614
		SP:Iteration 1F (18012.280000 sec): 3 clusters
  Score: Raw -1270218.093631 + Penalty 3124.486130 = -1267093.607501
  nChanged 1077
		SP:Iteration 2F (18012.490000 sec): 3 clusters
  Score: Raw -1270906.712437 + Penalty 3124.486130 = -1267782.226306
  nChanged 1211
		SP:Iteration 3F (18012.740000 sec): 3 clusters
  Score: Raw -1271778.512322 + Penalty 3124.486130 = -1268654.026192
  nChanged 1153
		SP:Iteration 4F (18013.030000 sec): 3 clusters
  Score: Raw -1272571.238752 + Penalty 3124.486130 = -1269446.752622
  nChanged 969
		SP:Iteration 5F (18013.300000 sec): 3 clusters
  Score: Raw -1273168.746321 + Penalty 3124.486130 = -1270044.260191
  nChanged 768
		SP:Iteration 6F (18013.530000 sec): 3 clusters
  Score: Raw -1273597.432513 + Penalty 3124.486130 = -1270472.946382
  nChanged 579
		SP:Iteration 7Q (18013.820000 sec): 3 clusters
  Score: Raw -1273864.299802 + Penalty 3124.486130 = -1270739.813672
  nChanged 437
		SP:Iteration 8Q (18014.060000 sec): 3 clusters
  Score: Raw -1274051.123504 + Penalty 3124.486130 = -1270926.637374
  nChanged 343
		SP:Iteration 9Q (18014.340000 sec): 3 clusters
  Score: Raw -1274190.434854 + Penalty 3124.486130 = -1271065.948724
  nChanged 287
		SP:Iteration 10Q (18014.600000 sec): 3 clusters
  Score: Raw -1274294.895852 + Penalty 3124.486130 = -1271170.409721
  nChanged 250
		SP:Iteration 11Q (18014.830000 sec): 3 clusters
  Score: Raw -1274386.469561 + Penalty 3124.486130 = -1271261.983431
  nChanged 241
		SP:Iteration 12Q (18015.150000 sec): 3 clusters
  Score: Raw -1274475.364705 + Penalty 3124.486130 = -1271350.878575
  nChanged 201
		SP:Iteration 13Q (18015.420000 sec): 3 clusters
  Score: Raw -1274547.187411 + Penalty 3124.486130 = -1271422.701281
  nChanged 187
		SP:Iteration 14Q (18015.690000 sec): 3 clusters
  Score: Raw -1274618.614523 + Penalty 3124.486130 = -1271494.128393
  nChanged 164
		SP:Iteration 15Q (18016.010000 sec): 3 clusters
  Score: Raw -1274685.737419 + Penalty 3124.486130 = -1271561.251289
  nChanged 145
		SP:Iteration 16Q (18016.300000 sec): 3 clusters
  Score: Raw -1274745.495307 + Penalty 3124.486130 = -1271621.009177
  nChanged 135
		SP:Iteration 17Q (18016.600000 sec): 3 clusters
  Score: Raw -1274798.702842 + Penalty 3124.486130 = -1271674.216712
  nChanged 120
		SP:Iteration 18Q (18016.890000 sec): 3 clusters
  Score: Raw -1274849.295642 + Penalty 3124.486130 = -1271724.809512
  nChanged 116
		SP:Iteration 19Q (18017.130000 sec): 3 clusters
  Score: Raw -1274900.962572 + Penalty 3124.486130 = -1271776.476442
  nChanged 122
		SP:Iteration 20F (18017.440000 sec): 3 clusters
  Score: Raw -1274962.682038 + Penalty 3124.486130 = -1271838.195908
  nChanged 122
		SP:Iteration 21Q (18017.710000 sec): 3 clusters
  Score: Raw -1275027.979453 + Penalty 3124.486130 = -1271903.493322
  nChanged 105
		SP:Iteration 22Q (18017.970000 sec): 3 clusters
  Score: Raw -1275086.825340 + Penalty 3124.486130 = -1271962.339210
  nChanged 74
		SP:Iteration 23Q (18018.200000 sec): 3 clusters
  Score: Raw -1275124.131878 + Penalty 3124.486130 = -1271999.645747
  nChanged 66
		SP:Iteration 24Q (18018.460000 sec): 3 clusters
  Score: Raw -1275151.881939 + Penalty 3124.486130 = -1272027.395809
  nChanged 48
		SP:Iteration 25Q (18018.710000 sec): 3 clusters
  Score: Raw -1275177.741747 + Penalty 3124.486130 = -1272053.255617
  nChanged 46
		SP:Iteration 26Q (18018.980000 sec): 3 clusters
  Score: Raw -1275204.983432 + Penalty 3124.486130 = -1272080.497302
  nChanged 48
		SP:Iteration 27Q (18019.230000 sec): 3 clusters
  Score: Raw -1275233.345371 + Penalty 3124.486130 = -1272108.859241
  nChanged 42
		SP:Iteration 28Q (18019.500000 sec): 3 clusters
  Score: Raw -1275254.071192 + Penalty 3124.486130 = -1272129.585062
  nChanged 25
		SP:Iteration 29Q (18019.790000 sec): 3 clusters
  Score: Raw -1275265.727576 + Penalty 3124.486130 = -1272141.241445
  nChanged 19
		SP:Iteration 30Q (18020.000000 sec): 3 clusters
  Score: Raw -1275273.991537 + Penalty 3124.486130 = -1272149.505407
  nChanged 14
		SP:Iteration 31Q (18020.330000 sec): 3 clusters
  Score: Raw -1275280.835795 + Penalty 3124.486130 = -1272156.349664
  nChanged 17
		SP:Iteration 32Q (18020.560000 sec): 3 clusters
  Score: Raw -1275288.220200 + Penalty 3124.486130 = -1272163.734070
  nChanged 12
		SP:Iteration 33Q (18020.800000 sec): 3 clusters
  Score: Raw -1275294.007379 + Penalty 3124.486130 = -1272169.521249
  nChanged 12
		SP:Iteration 34Q (18021.080000 sec): 3 clusters
  Score: Raw -1275299.148766 + Penalty 3124.486130 = -1272174.662635
  nChanged 9
		SP:Iteration 35Q (18021.340000 sec): 3 clusters
  Score: Raw -1275301.993361 + Penalty 3124.486130 = -1272177.507231
  nChanged 6
		SP:Iteration 36Q (18021.560000 sec): 3 clusters
  Score: Raw -1275304.689240 + Penalty 3124.486130 = -1272180.203110
  nChanged 5
		SP:Iteration 37Q (18021.830000 sec): 3 clusters
  Score: Raw -1275306.857180 + Penalty 3124.486130 = -1272182.371050
  nChanged 7
		SP:Iteration 38Q (18022.150000 sec): 3 clusters
  Score: Raw -1275309.717367 + Penalty 3124.486130 = -1272185.231237
  nChanged 2
		SP:Iteration 39Q (18022.400000 sec): 3 clusters
  Score: Raw -1275310.503559 + Penalty 3124.486130 = -1272186.017429
  nChanged 1
		SP:Iteration 40F (18022.630000 sec): 3 clusters
  Score: Raw -1275310.969384 + Penalty 3124.486130 = -1272186.483253
  nChanged 2
		SP:Iteration 41Q (18022.900000 sec): 3 clusters
  Score: Raw -1275312.029634 + Penalty 3124.486130 = -1272187.543504
  nChanged 2
		SP:Iteration 42Q (18023.180000 sec): 3 clusters
  Score: Raw -1275312.716036 + Penalty 3124.486130 = -1272188.229906
  nChanged 1
		SP:Iteration 43Q (18023.440000 sec): 3 clusters
  Score: Raw -1275313.245223 + Penalty 3124.486130 = -1272188.759093
  nChanged 0
		SP:Iteration 44F (18023.700000 sec): 3 clusters
  Score: Raw -1275313.245223 + Penalty 3124.486130 = -1272188.759093
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 9 (30078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18023.970000 sec): 2 clusters
  Score: Raw -2603672.592413 + Penalty 1675.626759 = -2601996.965654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18024.290000 sec): 3 clusters
  Score: Raw -2585015.185354 + Penalty 3351.253518 = -2581663.931836
  nChanged 13894
		SP:Iteration 1F (18024.610000 sec): 3 clusters
  Score: Raw -2592832.011975 + Penalty 3351.253518 = -2589480.758457
  nChanged 1344
		SP:Iteration 2Q (18024.980000 sec): 3 clusters
  Score: Raw -2593265.139646 + Penalty 3351.253518 = -2589913.886128
  nChanged 1322
		SP:Iteration 3Q (18025.350000 sec): 3 clusters
  Score: Raw -2593693.771895 + Penalty 3351.253518 = -2590342.518377
  nChanged 1283
		SP:Iteration 4Q (18025.680000 sec): 3 clusters
  Score: Raw -2594136.199553 + Penalty 3351.253518 = -2590784.946035
  nChanged 1331
		SP:Iteration 5Q (18026.030000 sec): 3 clusters
  Score: Raw -2594666.186726 + Penalty 3351.253518 = -2591314.933207
  nChanged 1475
		SP:Iteration 6Q (18026.360000 sec): 3 clusters
  Score: Raw -2595380.338416 + Penalty 3351.253518 = -2592029.084898
  nChanged 1701
		SP:Iteration 7F (18026.700000 sec): 3 clusters
  Score: Raw -2596305.446585 + Penalty 3351.253518 = -2592954.193067
  nChanged 1761
		SP:Iteration 8F (18027.140000 sec): 3 clusters
  Score: Raw -2597339.118841 + Penalty 3351.253518 = -2593987.865323
  nChanged 1752
		SP:Iteration 9F (18027.430000 sec): 3 clusters
  Score: Raw -2598429.920775 + Penalty 3351.253518 = -2595078.667256
  nChanged 1606
		SP:Iteration 10F (18027.730000 sec): 3 clusters
  Score: Raw -2599382.671862 + Penalty 3351.253518 = -2596031.418344
  nChanged 1361
		SP:Iteration 11Q (18028.050000 sec): 3 clusters
  Score: Raw -2600207.862452 + Penalty 3351.253518 = -2596856.608934
  nChanged 1150
		SP:Iteration 12Q (18028.410000 sec): 3 clusters
  Score: Raw -2600946.068791 + Penalty 3351.253518 = -2597594.815273
  nChanged 967
		SP:Iteration 13Q (18028.720000 sec): 3 clusters
  Score: Raw -2601605.663568 + Penalty 3351.253518 = -2598254.410050
  nChanged 769
		SP:Iteration 14Q (18029.080000 sec): 3 clusters
  Score: Raw -2602187.553717 + Penalty 3351.253518 = -2598836.300199
  nChanged 607
		SP:Iteration 15Q (18029.410000 sec): 3 clusters
  Score: Raw -2602658.374991 + Penalty 3351.253518 = -2599307.121473
  nChanged 476
		SP:Iteration 16Q (18029.720000 sec): 3 clusters
  Score: Raw -2603036.356448 + Penalty 3351.253518 = -2599685.102930
  nChanged 359
		SP:Iteration 17Q (18030.020000 sec): 3 clusters
  Score: Raw -2603314.168029 + Penalty 3351.253518 = -2599962.914511
  nChanged 277
		SP:Iteration 18Q (18030.350000 sec): 3 clusters
  Score: Raw -2603513.831906 + Penalty 3351.253518 = -2600162.578387
  nChanged 204
		SP:Iteration 19Q (18030.690000 sec): 3 clusters
  Score: Raw -2603660.980511 + Penalty 3351.253518 = -2600309.726993
  nChanged 136
		SP:Iteration 20F (18030.970000 sec): 3 clusters
  Score: Raw -2603740.833075 + Penalty 3351.253518 = -2600389.579557
  nChanged 99
		SP:Iteration 21Q (18031.290000 sec): 3 clusters
  Score: Raw -2603810.100354 + Penalty 3351.253518 = -2600458.846836
  nChanged 77
		SP:Iteration 22Q (18031.590000 sec): 3 clusters
  Score: Raw -2603865.174481 + Penalty 3351.253518 = -2600513.920963
  nChanged 64
		SP:Iteration 23Q (18031.870000 sec): 3 clusters
  Score: Raw -2603918.398401 + Penalty 3351.253518 = -2600567.144883
  nChanged 59
		SP:Iteration 24Q (18032.170000 sec): 3 clusters
  Score: Raw -2603972.289313 + Penalty 3351.253518 = -2600621.035795
  nChanged 65
		SP:Iteration 25Q (18032.460000 sec): 3 clusters
  Score: Raw -2604026.919808 + Penalty 3351.253518 = -2600675.666290
  nChanged 72
		SP:Iteration 26Q (18032.770000 sec): 3 clusters
  Score: Raw -2604061.573278 + Penalty 3351.253518 = -2600710.319760
  nChanged 54
		SP:Iteration 27Q (18033.100000 sec): 3 clusters
  Score: Raw -2604086.645578 + Penalty 3351.253518 = -2600735.392060
  nChanged 40
		SP:Iteration 28Q (18033.360000 sec): 3 clusters
  Score: Raw -2604101.069586 + Penalty 3351.253518 = -2600749.816068
  nChanged 29
		SP:Iteration 29Q (18033.660000 sec): 3 clusters
  Score: Raw -2604110.213675 + Penalty 3351.253518 = -2600758.960157
  nChanged 22
		SP:Iteration 30Q (18033.950000 sec): 3 clusters
  Score: Raw -2604116.188261 + Penalty 3351.253518 = -2600764.934743
  nChanged 16
		SP:Iteration 31Q (18034.260000 sec): 3 clusters
  Score: Raw -2604121.245648 + Penalty 3351.253518 = -2600769.992130
  nChanged 14
		SP:Iteration 32Q (18034.530000 sec): 3 clusters
  Score: Raw -2604126.855912 + Penalty 3351.253518 = -2600775.602394
  nChanged 13
		SP:Iteration 33Q (18034.880000 sec): 3 clusters
  Score: Raw -2604132.542871 + Penalty 3351.253518 = -2600781.289353
  nChanged 17
		SP:Iteration 34Q (18035.210000 sec): 3 clusters
  Score: Raw -2604137.045835 + Penalty 3351.253518 = -2600785.792317
  nChanged 13
		SP:Iteration 35Q (18035.480000 sec): 3 clusters
  Score: Raw -2604141.433554 + Penalty 3351.253518 = -2600790.180036
  nChanged 5
		SP:Iteration 36Q (18035.810000 sec): 3 clusters
  Score: Raw -2604142.692053 + Penalty 3351.253518 = -2600791.438535
  nChanged 6
		SP:Iteration 37Q (18036.150000 sec): 3 clusters
  Score: Raw -2604144.083542 + Penalty 3351.253518 = -2600792.830024
  nChanged 5
		SP:Iteration 38Q (18036.450000 sec): 3 clusters
  Score: Raw -2604144.851514 + Penalty 3351.253518 = -2600793.597996
  nChanged 1
		SP:Iteration 39Q (18036.770000 sec): 3 clusters
  Score: Raw -2604145.243026 + Penalty 3351.253518 = -2600793.989508
  nChanged 1
		SP:Iteration 40F (18037.100000 sec): 3 clusters
  Score: Raw -2604145.589672 + Penalty 3351.253518 = -2600794.336154
  nChanged 1
		SP:Iteration 41Q (18037.490000 sec): 3 clusters
  Score: Raw -2604146.202090 + Penalty 3351.253518 = -2600794.948572
  nChanged 3
		SP:Iteration 42Q (18037.780000 sec): 3 clusters
  Score: Raw -2604147.260298 + Penalty 3351.253518 = -2600796.006780
  nChanged 2
		SP:Iteration 43Q (18038.130000 sec): 3 clusters
  Score: Raw -2604147.853044 + Penalty 3351.253518 = -2600796.599526
  nChanged 1
		SP:Iteration 44Q (18038.490000 sec): 3 clusters
  Score: Raw -2604147.911120 + Penalty 3351.253518 = -2600796.657602
  nChanged 0
		SP:Iteration 45F (18038.770000 sec): 3 clusters
  Score: Raw -2604147.911120 + Penalty 3351.253518 = -2600796.657602
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 10 (26164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18038.990000 sec): 2 clusters
  Score: Raw -2248407.802698 + Penalty 1652.972701 = -2246754.829997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18039.330000 sec): 3 clusters
  Score: Raw -2232366.647017 + Penalty 3305.945402 = -2229060.701615
  nChanged 12016
		SP:Iteration 1F (18039.670000 sec): 3 clusters
  Score: Raw -2238942.300037 + Penalty 3305.945402 = -2235636.354635
  nChanged 1423
		SP:Iteration 2F (18040.050000 sec): 3 clusters
  Score: Raw -2239576.120788 + Penalty 3305.945402 = -2236270.175386
  nChanged 1475
		SP:Iteration 3F (18040.350000 sec): 3 clusters
  Score: Raw -2240285.225510 + Penalty 3305.945402 = -2236979.280108
  nChanged 1485
		SP:Iteration 4F (18040.630000 sec): 3 clusters
  Score: Raw -2241032.799612 + Penalty 3305.945402 = -2237726.854210
  nChanged 1460
		SP:Iteration 5F (18040.960000 sec): 3 clusters
  Score: Raw -2241809.052163 + Penalty 3305.945402 = -2238503.106761
  nChanged 1428
		SP:Iteration 6F (18041.240000 sec): 3 clusters
  Score: Raw -2242577.970558 + Penalty 3305.945402 = -2239272.025156
  nChanged 1332
		SP:Iteration 7F (18041.530000 sec): 3 clusters
  Score: Raw -2243324.471890 + Penalty 3305.945402 = -2240018.526487
  nChanged 1268
		SP:Iteration 8Q (18041.890000 sec): 3 clusters
  Score: Raw -2244016.050774 + Penalty 3305.945402 = -2240710.105372
  nChanged 1071
		SP:Iteration 9Q (18042.190000 sec): 3 clusters
  Score: Raw -2244597.513874 + Penalty 3305.945402 = -2241291.568472
  nChanged 966
		SP:Iteration 10Q (18042.470000 sec): 3 clusters
  Score: Raw -2245066.322078 + Penalty 3305.945402 = -2241760.376675
  nChanged 778
		SP:Iteration 11Q (18042.800000 sec): 3 clusters
  Score: Raw -2245373.638540 + Penalty 3305.945402 = -2242067.693138
  nChanged 617
		SP:Iteration 12Q (18043.160000 sec): 3 clusters
  Score: Raw -2245575.558325 + Penalty 3305.945402 = -2242269.612923
  nChanged 456
		SP:Iteration 13Q (18043.490000 sec): 3 clusters
  Score: Raw -2245697.012351 + Penalty 3305.945402 = -2242391.066949
  nChanged 378
		SP:Iteration 14Q (18043.770000 sec): 3 clusters
  Score: Raw -2245789.812171 + Penalty 3305.945402 = -2242483.866768
  nChanged 280
		SP:Iteration 15Q (18044.080000 sec): 3 clusters
  Score: Raw -2245842.698288 + Penalty 3305.945402 = -2242536.752886
  nChanged 234
		SP:Iteration 16Q (18044.380000 sec): 3 clusters
  Score: Raw -2245885.274022 + Penalty 3305.945402 = -2242579.328620
  nChanged 213
		SP:Iteration 17Q (18044.730000 sec): 3 clusters
  Score: Raw -2245921.744090 + Penalty 3305.945402 = -2242615.798688
  nChanged 180
		SP:Iteration 18Q (18044.970000 sec): 3 clusters
  Score: Raw -2245954.035872 + Penalty 3305.945402 = -2242648.090470
  nChanged 183
		SP:Iteration 19Q (18045.270000 sec): 3 clusters
  Score: Raw -2245982.930385 + Penalty 3305.945402 = -2242676.984983
  nChanged 162
		SP:Iteration 20F (18045.570000 sec): 3 clusters
  Score: Raw -2246007.146288 + Penalty 3305.945402 = -2242701.200886
  nChanged 167
		SP:Iteration 21Q (18045.810000 sec): 3 clusters
  Score: Raw -2246030.970157 + Penalty 3305.945402 = -2242725.024755
  nChanged 142
		SP:Iteration 22Q (18046.130000 sec): 3 clusters
  Score: Raw -2246053.092825 + Penalty 3305.945402 = -2242747.147423
  nChanged 145
		SP:Iteration 23Q (18046.400000 sec): 3 clusters
  Score: Raw -2246074.691490 + Penalty 3305.945402 = -2242768.746088
  nChanged 165
		SP:Iteration 24Q (18046.710000 sec): 3 clusters
  Score: Raw -2246095.940252 + Penalty 3305.945402 = -2242789.994849
  nChanged 130
		SP:Iteration 25Q (18047.060000 sec): 3 clusters
  Score: Raw -2246114.218492 + Penalty 3305.945402 = -2242808.273090
  nChanged 124
		SP:Iteration 26Q (18047.360000 sec): 3 clusters
  Score: Raw -2246130.954315 + Penalty 3305.945402 = -2242825.008913
  nChanged 126
		SP:Iteration 27Q (18047.670000 sec): 3 clusters
  Score: Raw -2246147.191314 + Penalty 3305.945402 = -2242841.245911
  nChanged 127
		SP:Iteration 28Q (18047.930000 sec): 3 clusters
  Score: Raw -2246165.188890 + Penalty 3305.945402 = -2242859.243488
  nChanged 136
		SP:Iteration 29Q (18048.310000 sec): 3 clusters
  Score: Raw -2246185.374176 + Penalty 3305.945402 = -2242879.428773
  nChanged 141
		SP:Iteration 30Q (18048.620000 sec): 3 clusters
  Score: Raw -2246208.259018 + Penalty 3305.945402 = -2242902.313615
  nChanged 146
		SP:Iteration 31Q (18048.940000 sec): 3 clusters
  Score: Raw -2246232.564090 + Penalty 3305.945402 = -2242926.618688
  nChanged 172
		SP:Iteration 32Q (18049.240000 sec): 3 clusters
  Score: Raw -2246267.956093 + Penalty 3305.945402 = -2242962.010691
  nChanged 223
		SP:Iteration 33Q (18049.550000 sec): 3 clusters
  Score: Raw -2246318.794234 + Penalty 3305.945402 = -2243012.848832
  nChanged 258
		SP:Iteration 34Q (18049.860000 sec): 3 clusters
  Score: Raw -2246379.595284 + Penalty 3305.945402 = -2243073.649881
  nChanged 249
		SP:Iteration 35Q (18050.170000 sec): 3 clusters
  Score: Raw -2246436.295897 + Penalty 3305.945402 = -2243130.350495
  nChanged 241
		SP:Iteration 36Q (18050.460000 sec): 3 clusters
  Score: Raw -2246499.951199 + Penalty 3305.945402 = -2243194.005797
  nChanged 277
		SP:Iteration 37Q (18050.780000 sec): 3 clusters
  Score: Raw -2246581.098337 + Penalty 3305.945402 = -2243275.152935
  nChanged 290
		SP:Iteration 38Q (18051.110000 sec): 3 clusters
  Score: Raw -2246664.049146 + Penalty 3305.945402 = -2243358.103744
  nChanged 316
		SP:Iteration 39Q (18051.440000 sec): 3 clusters
  Score: Raw -2246784.092240 + Penalty 3305.945402 = -2243478.146838
  nChanged 378
		SP:Iteration 40F (18051.750000 sec): 3 clusters
  Score: Raw -2246968.871864 + Penalty 3305.945402 = -2243662.926462
  nChanged 439
		SP:Iteration 41Q (18052.060000 sec): 3 clusters
  Score: Raw -2247224.701344 + Penalty 3305.945402 = -2243918.755942
  nChanged 527
		SP:Iteration 42Q (18052.430000 sec): 3 clusters
  Score: Raw -2247594.654289 + Penalty 3305.945402 = -2244288.708887
  nChanged 592
		SP:Iteration 43Q (18052.740000 sec): 3 clusters
  Score: Raw -2248111.969282 + Penalty 3305.945402 = -2244806.023880
  nChanged 642
		SP:Iteration 44Q (18053.040000 sec): 3 clusters
  Score: Raw -2248800.360993 + Penalty 3305.945402 = -2245494.415591
  nChanged 691
		SP:Iteration 45Q (18053.350000 sec): 3 clusters
  Score: Raw -2249620.868116 + Penalty 3305.945402 = -2246314.922714
  nChanged 654
		SP:Iteration 46Q (18053.750000 sec): 3 clusters
  Score: Raw -2250255.530431 + Penalty 3305.945402 = -2246949.585028
  nChanged 519
		SP:Iteration 47Q (18054.050000 sec): 3 clusters
  Score: Raw -2250620.345800 + Penalty 3305.945402 = -2247314.400398
  nChanged 390
		SP:Iteration 48Q (18054.390000 sec): 3 clusters
  Score: Raw -2250792.240334 + Penalty 3305.945402 = -2247486.294931
  nChanged 237
		SP:Iteration 49Q (18054.680000 sec): 3 clusters
  Score: Raw -2250851.664627 + Penalty 3305.945402 = -2247545.719225
  nChanged 135
		SP:Iteration 50Q (18055.000000 sec): 3 clusters
  Score: Raw -2250875.996272 + Penalty 3305.945402 = -2247570.050870
  nChanged 92
		SP:Iteration 51Q (18055.300000 sec): 3 clusters
  Score: Raw -2250888.769890 + Penalty 3305.945402 = -2247582.824488
  nChanged 51
		SP:Iteration 52Q (18055.650000 sec): 3 clusters
  Score: Raw -2250894.185677 + Penalty 3305.945402 = -2247588.240275
  nChanged 41
		SP:Iteration 53Q (18055.960000 sec): 3 clusters
  Score: Raw -2250897.126111 + Penalty 3305.945402 = -2247591.180709
  nChanged 22
		SP:Iteration 54Q (18056.240000 sec): 3 clusters
  Score: Raw -2250898.545842 + Penalty 3305.945402 = -2247592.600440
  nChanged 14
		SP:Iteration 55Q (18056.530000 sec): 3 clusters
  Score: Raw -2250899.480459 + Penalty 3305.945402 = -2247593.535057
  nChanged 17
		SP:Iteration 56Q (18056.820000 sec): 3 clusters
  Score: Raw -2250901.748504 + Penalty 3305.945402 = -2247595.803102
  nChanged 17
		SP:Iteration 57Q (18057.080000 sec): 3 clusters
  Score: Raw -2250903.108298 + Penalty 3305.945402 = -2247597.162896
  nChanged 13
		SP:Iteration 58Q (18057.360000 sec): 3 clusters
  Score: Raw -2250903.829745 + Penalty 3305.945402 = -2247597.884343
  nChanged 7
		SP:Iteration 59Q (18057.730000 sec): 3 clusters
  Score: Raw -2250904.061957 + Penalty 3305.945402 = -2247598.116554
  nChanged 2
		SP:Iteration 60F (18058.000000 sec): 3 clusters
  Score: Raw -2250912.115130 + Penalty 3305.945402 = -2247606.169728
  nChanged 17
		SP:Iteration 61Q (18058.310000 sec): 3 clusters
  Score: Raw -2250914.812377 + Penalty 3305.945402 = -2247608.866975
  nChanged 19
		SP:Iteration 62Q (18058.620000 sec): 3 clusters
  Score: Raw -2250916.506754 + Penalty 3305.945402 = -2247610.561352
  nChanged 19
		SP:Iteration 63Q (18058.920000 sec): 3 clusters
  Score: Raw -2250917.970152 + Penalty 3305.945402 = -2247612.024750
  nChanged 22
		SP:Iteration 64Q (18059.270000 sec): 3 clusters
  Score: Raw -2250919.232089 + Penalty 3305.945402 = -2247613.286687
  nChanged 13
		SP:Iteration 65Q (18059.550000 sec): 3 clusters
  Score: Raw -2250919.864112 + Penalty 3305.945402 = -2247613.918710
  nChanged 7
		SP:Iteration 66Q (18059.890000 sec): 3 clusters
  Score: Raw -2250920.225076 + Penalty 3305.945402 = -2247614.279674
  nChanged 7
		SP:Iteration 67Q (18060.220000 sec): 3 clusters
  Score: Raw -2250920.479876 + Penalty 3305.945402 = -2247614.534474
  nChanged 2
		SP:Iteration 68Q (18060.570000 sec): 3 clusters
  Score: Raw -2250920.507532 + Penalty 3305.945402 = -2247614.562130
  nChanged 1
		SP:Iteration 69Q (18060.920000 sec): 3 clusters
  Score: Raw -2250920.517585 + Penalty 3305.945402 = -2247614.572183
  nChanged 0
		SP:Iteration 70F (18061.240000 sec): 3 clusters
  Score: Raw -2250920.517585 + Penalty 3305.945402 = -2247614.572183
  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 10.68 GB.

 Trying to split cluster 11 (278713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18062.650000 sec): 2 clusters
  Score: Raw -24755741.855063 + Penalty 2037.414902 = -24753704.440161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18063.960000 sec): 3 clusters
  Score: Raw -24570168.587670 + Penalty 4074.829804 = -24566093.757866
  nChanged 135690
		SP:Iteration 1F (18065.410000 sec): 3 clusters
  Score: Raw -24654829.780824 + Penalty 4074.829804 = -24650754.951020
  nChanged 13912
		SP:Iteration 2Q (18066.900000 sec): 3 clusters
  Score: Raw -24661217.864874 + Penalty 4074.829804 = -24657143.035071
  nChanged 17312
		SP:Iteration 3F (18068.310000 sec): 3 clusters
  Score: Raw -24670778.648605 + Penalty 4074.829804 = -24666703.818801
  nChanged 19542
		SP:Iteration 4F (18069.780000 sec): 3 clusters
  Score: Raw -24682439.230239 + Penalty 4074.829804 = -24678364.400435
  nChanged 19288
		SP:Iteration 5F (18071.130000 sec): 3 clusters
  Score: Raw -24694282.543011 + Penalty 4074.829804 = -24690207.713208
  nChanged 17305
		SP:Iteration 6F (18072.600000 sec): 3 clusters
  Score: Raw -24705783.497441 + Penalty 4074.829804 = -24701708.667638
  nChanged 15978
		SP:Iteration 7F (18074.020000 sec): 3 clusters
  Score: Raw -24719770.137213 + Penalty 4074.829804 = -24715695.307409
  nChanged 16283
		SP:Iteration 8F (18075.400000 sec): 3 clusters
  Score: Raw -24740175.982458 + Penalty 4074.829804 = -24736101.152655
  nChanged 15261
		SP:Iteration 9F (18076.760000 sec): 3 clusters
  Score: Raw -24761745.566531 + Penalty 4074.829804 = -24757670.736727
  nChanged 10017
		SP:Iteration 10Q (18078.140000 sec): 3 clusters
  Score: Raw -24771650.820752 + Penalty 4074.829804 = -24767575.990948
  nChanged 5257
		SP:Iteration 11Q (18079.320000 sec): 3 clusters
  Score: Raw -24774691.507463 + Penalty 4074.829804 = -24770616.677659
  nChanged 3072
		SP:Iteration 12Q (18080.590000 sec): 3 clusters
  Score: Raw -24775895.184577 + Penalty 4074.829804 = -24771820.354773
  nChanged 2032
		SP:Iteration 13Q (18081.870000 sec): 3 clusters
  Score: Raw -24776476.736945 + Penalty 4074.829804 = -24772401.907141
  nChanged 1398
		SP:Iteration 14Q (18083.200000 sec): 3 clusters
  Score: Raw -24776795.829709 + Penalty 4074.829804 = -24772720.999906
  nChanged 1049
		SP:Iteration 15Q (18084.450000 sec): 3 clusters
  Score: Raw -24776978.927717 + Penalty 4074.829804 = -24772904.097914
  nChanged 775
		SP:Iteration 16Q (18085.650000 sec): 3 clusters
  Score: Raw -24777075.768302 + Penalty 4074.829804 = -24773000.938499
  nChanged 570
		SP:Iteration 17Q (18086.770000 sec): 3 clusters
  Score: Raw -24777126.959652 + Penalty 4074.829804 = -24773052.129848
  nChanged 385
		SP:Iteration 18Q (18087.940000 sec): 3 clusters
  Score: Raw -24777155.021118 + Penalty 4074.829804 = -24773080.191315
  nChanged 306
		SP:Iteration 19Q (18089.200000 sec): 3 clusters
  Score: Raw -24777173.190398 + Penalty 4074.829804 = -24773098.360594
  nChanged 221
		SP:Iteration 20F (18090.510000 sec): 3 clusters
  Score: Raw -24777182.373597 + Penalty 4074.829804 = -24773107.543793
  nChanged 168
		SP:Iteration 21Q (18091.780000 sec): 3 clusters
  Score: Raw -24777187.169877 + Penalty 4074.829804 = -24773112.340073
  nChanged 116
		SP:Iteration 22Q (18092.980000 sec): 3 clusters
  Score: Raw -24777189.780881 + Penalty 4074.829804 = -24773114.951077
  nChanged 78
		SP:Iteration 23Q (18094.260000 sec): 3 clusters
  Score: Raw -24777191.207267 + Penalty 4074.829804 = -24773116.377463
  nChanged 63
		SP:Iteration 24Q (18095.550000 sec): 3 clusters
  Score: Raw -24777192.396699 + Penalty 4074.829804 = -24773117.566896
  nChanged 64
		SP:Iteration 25Q (18096.890000 sec): 3 clusters
  Score: Raw -24777193.227396 + Penalty 4074.829804 = -24773118.397592
  nChanged 44
		SP:Iteration 26Q (18098.230000 sec): 3 clusters
  Score: Raw -24777193.689604 + Penalty 4074.829804 = -24773118.859800
  nChanged 28
		SP:Iteration 27Q (18099.480000 sec): 3 clusters
  Score: Raw -24777193.972106 + Penalty 4074.829804 = -24773119.142302
  nChanged 31
		SP:Iteration 28Q (18100.760000 sec): 3 clusters
  Score: Raw -24777194.309186 + Penalty 4074.829804 = -24773119.479382
  nChanged 35
		SP:Iteration 29Q (18101.980000 sec): 3 clusters
  Score: Raw -24777194.723721 + Penalty 4074.829804 = -24773119.893917
  nChanged 41
		SP:Iteration 30Q (18103.190000 sec): 3 clusters
  Score: Raw -24777195.070682 + Penalty 4074.829804 = -24773120.240878
  nChanged 20
		SP:Iteration 31Q (18104.380000 sec): 3 clusters
  Score: Raw -24777195.238348 + Penalty 4074.829804 = -24773120.408544
  nChanged 13
		SP:Iteration 32Q (18105.510000 sec): 3 clusters
  Score: Raw -24777195.317479 + Penalty 4074.829804 = -24773120.487675
  nChanged 8
		SP:Iteration 33Q (18106.760000 sec): 3 clusters
  Score: Raw -24777195.364833 + Penalty 4074.829804 = -24773120.535029
  nChanged 3
		SP:Iteration 34Q (18108.020000 sec): 3 clusters
  Score: Raw -24777195.377770 + Penalty 4074.829804 = -24773120.547966
  nChanged 2
		SP:Iteration 35Q (18109.350000 sec): 3 clusters
  Score: Raw -24777195.394044 + Penalty 4074.829804 = -24773120.564240
  nChanged 3
		SP:Iteration 36Q (18110.690000 sec): 3 clusters
  Score: Raw -24777195.410919 + Penalty 4074.829804 = -24773120.581115
  nChanged 1
		SP:Iteration 37Q (18112.040000 sec): 3 clusters
  Score: Raw -24777195.413395 + Penalty 4074.829804 = -24773120.583591
  nChanged 0
		SP:Iteration 38F (18113.430000 sec): 3 clusters
  Score: Raw -24777195.413395 + Penalty 4074.829804 = -24773120.583591
  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 10.68 GB.

 Trying to split cluster 12 (5454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18113.700000 sec): 2 clusters
  Score: Raw -466916.944304 + Penalty 1398.166992 = -465518.777312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18113.920000 sec): 3 clusters
  Score: Raw -464111.034363 + Penalty 2796.333983 = -461314.700380
  nChanged 2233
		SP:Iteration 1F (18114.090000 sec): 3 clusters
  Score: Raw -465336.674249 + Penalty 2796.333983 = -462540.340266
  nChanged 397
		SP:Iteration 2F (18114.280000 sec): 3 clusters
  Score: Raw -465628.805123 + Penalty 2796.333983 = -462832.471140
  nChanged 361
		SP:Iteration 3F (18114.520000 sec): 3 clusters
  Score: Raw -465951.424612 + Penalty 2796.333983 = -463155.090629
  nChanged 363
		SP:Iteration 4F (18114.700000 sec): 3 clusters
  Score: Raw -466296.876518 + Penalty 2796.333983 = -463500.542535
  nChanged 353
		SP:Iteration 5F (18114.910000 sec): 3 clusters
  Score: Raw -466675.081957 + Penalty 2796.333983 = -463878.747974
  nChanged 338
		SP:Iteration 6F (18115.190000 sec): 3 clusters
  Score: Raw -467032.539512 + Penalty 2796.333983 = -464236.205529
  nChanged 343
		SP:Iteration 7F (18115.470000 sec): 3 clusters
  Score: Raw -467410.606011 + Penalty 2796.333983 = -464614.272028
  nChanged 275
		SP:Iteration 8F (18115.720000 sec): 3 clusters
  Score: Raw -467701.955588 + Penalty 2796.333983 = -464905.621604
  nChanged 218
		SP:Iteration 9Q (18115.970000 sec): 3 clusters
  Score: Raw -467890.040201 + Penalty 2796.333983 = -465093.706218
  nChanged 149
		SP:Iteration 10Q (18116.150000 sec): 3 clusters
  Score: Raw -468012.488862 + Penalty 2796.333983 = -465216.154879
  nChanged 112
		SP:Iteration 11Q (18116.350000 sec): 3 clusters
  Score: Raw -468085.506971 + Penalty 2796.333983 = -465289.172988
  nChanged 81
		SP:Iteration 12Q (18116.600000 sec): 3 clusters
  Score: Raw -468116.599301 + Penalty 2796.333983 = -465320.265318
  nChanged 54
		SP:Iteration 13Q (18116.820000 sec): 3 clusters
  Score: Raw -468137.894843 + Penalty 2796.333983 = -465341.560860
  nChanged 42
		SP:Iteration 14Q (18117.090000 sec): 3 clusters
  Score: Raw -468151.069497 + Penalty 2796.333983 = -465354.735513
  nChanged 26
		SP:Iteration 15Q (18117.310000 sec): 3 clusters
  Score: Raw -468156.667124 + Penalty 2796.333983 = -465360.333141
  nChanged 12
		SP:Iteration 16Q (18117.500000 sec): 3 clusters
  Score: Raw -468158.954729 + Penalty 2796.333983 = -465362.620746
  nChanged 12
		SP:Iteration 17Q (18117.750000 sec): 3 clusters
  Score: Raw -468160.750621 + Penalty 2796.333983 = -465364.416638
  nChanged 4
		SP:Iteration 18Q (18117.960000 sec): 3 clusters
  Score: Raw -468161.304320 + Penalty 2796.333983 = -465364.970337
  nChanged 3
		SP:Iteration 19Q (18118.160000 sec): 3 clusters
  Score: Raw -468162.338772 + Penalty 2796.333983 = -465366.004788
  nChanged 5
		SP:Iteration 20F (18118.380000 sec): 3 clusters
  Score: Raw -468163.543266 + Penalty 2796.333983 = -465367.209282
  nChanged 8
		SP:Iteration 21Q (18118.590000 sec): 3 clusters
  Score: Raw -468165.558442 + Penalty 2796.333983 = -465369.224459
  nChanged 8
		SP:Iteration 22Q (18118.820000 sec): 3 clusters
  Score: Raw -468167.213540 + Penalty 2796.333983 = -465370.879557
  nChanged 6
		SP:Iteration 23Q (18119.080000 sec): 3 clusters
  Score: Raw -468168.142919 + Penalty 2796.333983 = -465371.808935
  nChanged 6
		SP:Iteration 24Q (18119.300000 sec): 3 clusters
  Score: Raw -468169.358484 + Penalty 2796.333983 = -465373.024501
  nChanged 3
		SP:Iteration 25Q (18119.520000 sec): 3 clusters
  Score: Raw -468169.896778 + Penalty 2796.333983 = -465373.562795
  nChanged 3
		SP:Iteration 26Q (18119.780000 sec): 3 clusters
  Score: Raw -468170.194307 + Penalty 2796.333983 = -465373.860324
  nChanged 0
		SP:Iteration 27F (18120.030000 sec): 3 clusters
  Score: Raw -468170.194307 + Penalty 2796.333983 = -465373.860324
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 13 (22359 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18120.270000 sec): 2 clusters
  Score: Raw -1708326.380838 + Penalty 1627.434933 = -1706698.945904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18120.600000 sec): 3 clusters
  Score: Raw -1694869.750791 + Penalty 3254.869866 = -1691614.880925
  nChanged 10150
		SP:Iteration 1F (18120.900000 sec): 3 clusters
  Score: Raw -1700820.934517 + Penalty 3254.869866 = -1697566.064651
  nChanged 1375
		SP:Iteration 2F (18121.220000 sec): 3 clusters
  Score: Raw -1701558.624136 + Penalty 3254.869866 = -1698303.754270
  nChanged 1397
		SP:Iteration 3F (18121.520000 sec): 3 clusters
  Score: Raw -1702373.421485 + Penalty 3254.869866 = -1699118.551618
  nChanged 1329
		SP:Iteration 4F (18121.850000 sec): 3 clusters
  Score: Raw -1703200.275337 + Penalty 3254.869866 = -1699945.405471
  nChanged 1389
		SP:Iteration 5F (18122.130000 sec): 3 clusters
  Score: Raw -1704180.550743 + Penalty 3254.869866 = -1700925.680877
  nChanged 1372
		SP:Iteration 6F (18122.380000 sec): 3 clusters
  Score: Raw -1705244.249184 + Penalty 3254.869866 = -1701989.379318
  nChanged 1336
		SP:Iteration 7F (18122.710000 sec): 3 clusters
  Score: Raw -1706358.424551 + Penalty 3254.869866 = -1703103.554685
  nChanged 1168
		SP:Iteration 8F (18123.010000 sec): 3 clusters
  Score: Raw -1707439.901024 + Penalty 3254.869866 = -1704185.031158
  nChanged 991
		SP:Iteration 9Q (18123.330000 sec): 3 clusters
  Score: Raw -1708354.894097 + Penalty 3254.869866 = -1705100.024231
  nChanged 706
		SP:Iteration 10Q (18123.600000 sec): 3 clusters
  Score: Raw -1708962.377588 + Penalty 3254.869866 = -1705707.507722
  nChanged 507
		SP:Iteration 11Q (18123.900000 sec): 3 clusters
  Score: Raw -1709371.707253 + Penalty 3254.869866 = -1706116.837387
  nChanged 372
		SP:Iteration 12Q (18124.260000 sec): 3 clusters
  Score: Raw -1709660.807489 + Penalty 3254.869866 = -1706405.937623
  nChanged 250
		SP:Iteration 13Q (18124.580000 sec): 3 clusters
  Score: Raw -1709803.109068 + Penalty 3254.869866 = -1706548.239202
  nChanged 172
		SP:Iteration 14Q (18124.950000 sec): 3 clusters
  Score: Raw -1709878.438371 + Penalty 3254.869866 = -1706623.568505
  nChanged 114
		SP:Iteration 15Q (18125.320000 sec): 3 clusters
  Score: Raw -1709914.051417 + Penalty 3254.869866 = -1706659.181551
  nChanged 81
		SP:Iteration 16Q (18125.660000 sec): 3 clusters
  Score: Raw -1709931.392187 + Penalty 3254.869866 = -1706676.522321
  nChanged 47
		SP:Iteration 17Q (18126.000000 sec): 3 clusters
  Score: Raw -1709940.161390 + Penalty 3254.869866 = -1706685.291524
  nChanged 32
		SP:Iteration 18Q (18126.310000 sec): 3 clusters
  Score: Raw -1709946.081513 + Penalty 3254.869866 = -1706691.211646
  nChanged 29
		SP:Iteration 19Q (18126.590000 sec): 3 clusters
  Score: Raw -1709952.274457 + Penalty 3254.869866 = -1706697.404591
  nChanged 24
		SP:Iteration 20F (18126.950000 sec): 3 clusters
  Score: Raw -1709956.318404 + Penalty 3254.869866 = -1706701.448538
  nChanged 10
		SP:Iteration 21Q (18127.250000 sec): 3 clusters
  Score: Raw -1709957.460939 + Penalty 3254.869866 = -1706702.591073
  nChanged 10
		SP:Iteration 22Q (18127.500000 sec): 3 clusters
  Score: Raw -1709960.002886 + Penalty 3254.869866 = -1706705.133020
  nChanged 14
		SP:Iteration 23Q (18127.830000 sec): 3 clusters
  Score: Raw -1709961.974001 + Penalty 3254.869866 = -1706707.104135
  nChanged 11
		SP:Iteration 24Q (18128.190000 sec): 3 clusters
  Score: Raw -1709963.270150 + Penalty 3254.869866 = -1706708.400284
  nChanged 9
		SP:Iteration 25Q (18128.470000 sec): 3 clusters
  Score: Raw -1709964.212463 + Penalty 3254.869866 = -1706709.342597
  nChanged 9
		SP:Iteration 26Q (18128.750000 sec): 3 clusters
  Score: Raw -1709965.319049 + Penalty 3254.869866 = -1706710.449183
  nChanged 15
		SP:Iteration 27Q (18129.040000 sec): 3 clusters
  Score: Raw -1709967.377045 + Penalty 3254.869866 = -1706712.507179
  nChanged 15
		SP:Iteration 28Q (18129.290000 sec): 3 clusters
  Score: Raw -1709969.573755 + Penalty 3254.869866 = -1706714.703889
  nChanged 10
		SP:Iteration 29Q (18129.580000 sec): 3 clusters
  Score: Raw -1709971.085174 + Penalty 3254.869866 = -1706716.215308
  nChanged 5
		SP:Iteration 30Q (18129.880000 sec): 3 clusters
  Score: Raw -1709972.052448 + Penalty 3254.869866 = -1706717.182582
  nChanged 6
		SP:Iteration 31Q (18130.190000 sec): 3 clusters
  Score: Raw -1709973.262721 + Penalty 3254.869866 = -1706718.392854
  nChanged 4
		SP:Iteration 32Q (18130.450000 sec): 3 clusters
  Score: Raw -1709973.591971 + Penalty 3254.869866 = -1706718.722105
  nChanged 3
		SP:Iteration 33Q (18130.720000 sec): 3 clusters
  Score: Raw -1709973.818710 + Penalty 3254.869866 = -1706718.948844
  nChanged 3
		SP:Iteration 34Q (18130.950000 sec): 3 clusters
  Score: Raw -1709974.240441 + Penalty 3254.869866 = -1706719.370575
  nChanged 6
		SP:Iteration 35Q (18131.230000 sec): 3 clusters
  Score: Raw -1709975.133702 + Penalty 3254.869866 = -1706720.263836
  nChanged 3
		SP:Iteration 36Q (18131.500000 sec): 3 clusters
  Score: Raw -1709975.513149 + Penalty 3254.869866 = -1706720.643283
  nChanged 4
		SP:Iteration 37Q (18131.770000 sec): 3 clusters
  Score: Raw -1709976.147654 + Penalty 3254.869866 = -1706721.277788
  nChanged 3
		SP:Iteration 38Q (18132.030000 sec): 3 clusters
  Score: Raw -1709976.874571 + Penalty 3254.869866 = -1706722.004705
  nChanged 4
		SP:Iteration 39Q (18132.260000 sec): 3 clusters
  Score: Raw -1709977.492387 + Penalty 3254.869866 = -1706722.622521
  nChanged 2
		SP:Iteration 40F (18132.600000 sec): 3 clusters
  Score: Raw -1709977.742155 + Penalty 3254.869866 = -1706722.872289
  nChanged 3
		SP:Iteration 41Q (18132.860000 sec): 3 clusters
  Score: Raw -1709977.983456 + Penalty 3254.869866 = -1706723.113590
  nChanged 1
		SP:Iteration 42Q (18133.150000 sec): 3 clusters
  Score: Raw -1709978.414471 + Penalty 3254.869866 = -1706723.544605
  nChanged 2
		SP:Iteration 43Q (18133.440000 sec): 3 clusters
  Score: Raw -1709978.779032 + Penalty 3254.869866 = -1706723.909166
  nChanged 0
		SP:Iteration 44F (18133.760000 sec): 3 clusters
  Score: Raw -1709978.779032 + Penalty 3254.869866 = -1706723.909166
  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 10.68 GB.

 Trying to split cluster 14 (7402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18133.900000 sec): 2 clusters
  Score: Raw -628329.689982 + Penalty 1447.794646 = -626881.895336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18134.110000 sec): 3 clusters
  Score: Raw -624294.826865 + Penalty 2895.589292 = -621399.237573
  nChanged 3136
		SP:Iteration 1F (18134.300000 sec): 3 clusters
  Score: Raw -626041.333158 + Penalty 2895.589292 = -623145.743866
  nChanged 516
		SP:Iteration 2F (18134.560000 sec): 3 clusters
  Score: Raw -626327.118574 + Penalty 2895.589292 = -623431.529283
  nChanged 450
		SP:Iteration 3F (18134.810000 sec): 3 clusters
  Score: Raw -626586.181687 + Penalty 2895.589292 = -623690.592395
  nChanged 421
		SP:Iteration 4F (18135.000000 sec): 3 clusters
  Score: Raw -626811.321241 + Penalty 2895.589292 = -623915.731949
  nChanged 380
		SP:Iteration 5F (18135.270000 sec): 3 clusters
  Score: Raw -627033.696174 + Penalty 2895.589292 = -624138.106883
  nChanged 356
		SP:Iteration 6Q (18135.480000 sec): 3 clusters
  Score: Raw -627236.925286 + Penalty 2895.589292 = -624341.335994
  nChanged 330
		SP:Iteration 7Q (18135.740000 sec): 3 clusters
  Score: Raw -627441.528357 + Penalty 2895.589292 = -624545.939065
  nChanged 310
		SP:Iteration 8Q (18135.990000 sec): 3 clusters
  Score: Raw -627646.961261 + Penalty 2895.589292 = -624751.371969
  nChanged 243
		SP:Iteration 9Q (18136.250000 sec): 3 clusters
  Score: Raw -627779.905156 + Penalty 2895.589292 = -624884.315864
  nChanged 199
		SP:Iteration 10Q (18136.500000 sec): 3 clusters
  Score: Raw -627891.399621 + Penalty 2895.589292 = -624995.810329
  nChanged 167
		SP:Iteration 11Q (18136.690000 sec): 3 clusters
  Score: Raw -627989.627538 + Penalty 2895.589292 = -625094.038246
  nChanged 156
		SP:Iteration 12Q (18136.930000 sec): 3 clusters
  Score: Raw -628081.091476 + Penalty 2895.589292 = -625185.502184
  nChanged 147
		SP:Iteration 13Q (18137.190000 sec): 3 clusters
  Score: Raw -628165.296058 + Penalty 2895.589292 = -625269.706766
  nChanged 116
		SP:Iteration 14Q (18137.420000 sec): 3 clusters
  Score: Raw -628242.340597 + Penalty 2895.589292 = -625346.751305
  nChanged 107
		SP:Iteration 15Q (18137.630000 sec): 3 clusters
  Score: Raw -628294.824257 + Penalty 2895.589292 = -625399.234966
  nChanged 78
		SP:Iteration 16Q (18137.850000 sec): 3 clusters
  Score: Raw -628330.520322 + Penalty 2895.589292 = -625434.931030
  nChanged 63
		SP:Iteration 17Q (18138.090000 sec): 3 clusters
  Score: Raw -628364.278553 + Penalty 2895.589292 = -625468.689261
  nChanged 70
		SP:Iteration 18Q (18138.330000 sec): 3 clusters
  Score: Raw -628394.026533 + Penalty 2895.589292 = -625498.437241
  nChanged 59
		SP:Iteration 19Q (18138.570000 sec): 3 clusters
  Score: Raw -628425.768911 + Penalty 2895.589292 = -625530.179619
  nChanged 58
		SP:Iteration 20F (18138.810000 sec): 3 clusters
  Score: Raw -628457.218260 + Penalty 2895.589292 = -625561.628968
  nChanged 56
		SP:Iteration 21Q (18139.030000 sec): 3 clusters
  Score: Raw -628482.907493 + Penalty 2895.589292 = -625587.318202
  nChanged 54
		SP:Iteration 22Q (18139.260000 sec): 3 clusters
  Score: Raw -628513.460784 + Penalty 2895.589292 = -625617.871493
  nChanged 52
		SP:Iteration 23Q (18139.490000 sec): 3 clusters
  Score: Raw -628535.168247 + Penalty 2895.589292 = -625639.578955
  nChanged 36
		SP:Iteration 24Q (18139.710000 sec): 3 clusters
  Score: Raw -628551.404228 + Penalty 2895.589292 = -625655.814937
  nChanged 37
		SP:Iteration 25Q (18139.920000 sec): 3 clusters
  Score: Raw -628566.584954 + Penalty 2895.589292 = -625670.995662
  nChanged 32
		SP:Iteration 26Q (18140.140000 sec): 3 clusters
  Score: Raw -628580.651844 + Penalty 2895.589292 = -625685.062552
  nChanged 28
		SP:Iteration 27Q (18140.350000 sec): 3 clusters
  Score: Raw -628590.798501 + Penalty 2895.589292 = -625695.209209
  nChanged 24
		SP:Iteration 28Q (18140.540000 sec): 3 clusters
  Score: Raw -628599.829725 + Penalty 2895.589292 = -625704.240433
  nChanged 23
		SP:Iteration 29Q (18140.760000 sec): 3 clusters
  Score: Raw -628608.986069 + Penalty 2895.589292 = -625713.396778
  nChanged 23
		SP:Iteration 30Q (18141.020000 sec): 3 clusters
  Score: Raw -628616.992072 + Penalty 2895.589292 = -625721.402780
  nChanged 27
		SP:Iteration 31Q (18141.250000 sec): 3 clusters
  Score: Raw -628627.034677 + Penalty 2895.589292 = -625731.445386
  nChanged 24
		SP:Iteration 32Q (18141.450000 sec): 3 clusters
  Score: Raw -628634.949651 + Penalty 2895.589292 = -625739.360359
  nChanged 17
		SP:Iteration 33Q (18141.710000 sec): 3 clusters
  Score: Raw -628638.343110 + Penalty 2895.589292 = -625742.753818
  nChanged 13
		SP:Iteration 34Q (18141.940000 sec): 3 clusters
  Score: Raw -628640.969109 + Penalty 2895.589292 = -625745.379817
  nChanged 11
		SP:Iteration 35Q (18142.180000 sec): 3 clusters
  Score: Raw -628643.016708 + Penalty 2895.589292 = -625747.427416
  nChanged 7
		SP:Iteration 36Q (18142.400000 sec): 3 clusters
  Score: Raw -628645.200807 + Penalty 2895.589292 = -625749.611515
  nChanged 8
		SP:Iteration 37Q (18142.640000 sec): 3 clusters
  Score: Raw -628648.549012 + Penalty 2895.589292 = -625752.959721
  nChanged 11
		SP:Iteration 38Q (18142.820000 sec): 3 clusters
  Score: Raw -628652.383010 + Penalty 2895.589292 = -625756.793718
  nChanged 15
		SP:Iteration 39Q (18143.010000 sec): 3 clusters
  Score: Raw -628656.599839 + Penalty 2895.589292 = -625761.010547
  nChanged 14
		SP:Iteration 40F (18143.190000 sec): 3 clusters
  Score: Raw -628660.825015 + Penalty 2895.589292 = -625765.235723
  nChanged 19
		SP:Iteration 41Q (18143.400000 sec): 3 clusters
  Score: Raw -628666.146278 + Penalty 2895.589292 = -625770.556987
  nChanged 16
		SP:Iteration 42Q (18143.640000 sec): 3 clusters
  Score: Raw -628671.922812 + Penalty 2895.589292 = -625776.333520
  nChanged 14
		SP:Iteration 43Q (18143.870000 sec): 3 clusters
  Score: Raw -628675.042668 + Penalty 2895.589292 = -625779.453376
  nChanged 6
		SP:Iteration 44Q (18144.030000 sec): 3 clusters
  Score: Raw -628676.164188 + Penalty 2895.589292 = -625780.574896
  nChanged 4
		SP:Iteration 45Q (18144.210000 sec): 3 clusters
  Score: Raw -628677.327982 + Penalty 2895.589292 = -625781.738691
  nChanged 8
		SP:Iteration 46Q (18144.400000 sec): 3 clusters
  Score: Raw -628679.200025 + Penalty 2895.589292 = -625783.610733
  nChanged 6
		SP:Iteration 47Q (18144.620000 sec): 3 clusters
  Score: Raw -628681.341081 + Penalty 2895.589292 = -625785.751790
  nChanged 8
		SP:Iteration 48Q (18144.820000 sec): 3 clusters
  Score: Raw -628682.880338 + Penalty 2895.589292 = -625787.291046
  nChanged 4
		SP:Iteration 49Q (18145.060000 sec): 3 clusters
  Score: Raw -628683.909320 + Penalty 2895.589292 = -625788.320028
  nChanged 7
		SP:Iteration 50Q (18145.270000 sec): 3 clusters
  Score: Raw -628685.067758 + Penalty 2895.589292 = -625789.478467
  nChanged 3
		SP:Iteration 51Q (18145.450000 sec): 3 clusters
  Score: Raw -628685.631390 + Penalty 2895.589292 = -625790.042099
  nChanged 4
		SP:Iteration 52Q (18145.700000 sec): 3 clusters
  Score: Raw -628686.634935 + Penalty 2895.589292 = -625791.045644
  nChanged 1
		SP:Iteration 53Q (18145.960000 sec): 3 clusters
  Score: Raw -628686.987010 + Penalty 2895.589292 = -625791.397718
  nChanged 3
		SP:Iteration 54Q (18146.150000 sec): 3 clusters
  Score: Raw -628687.807784 + Penalty 2895.589292 = -625792.218492
  nChanged 3
		SP:Iteration 55Q (18146.400000 sec): 3 clusters
  Score: Raw -628688.504331 + Penalty 2895.589292 = -625792.915039
  nChanged 2
		SP:Iteration 56Q (18146.670000 sec): 3 clusters
  Score: Raw -628688.845335 + Penalty 2895.589292 = -625793.256043
  nChanged 2
		SP:Iteration 57Q (18146.840000 sec): 3 clusters
  Score: Raw -628689.324228 + Penalty 2895.589292 = -625793.734936
  nChanged 2
		SP:Iteration 58Q (18147.030000 sec): 3 clusters
  Score: Raw -628689.604090 + Penalty 2895.589292 = -625794.014798
  nChanged 1
		SP:Iteration 59Q (18147.250000 sec): 3 clusters
  Score: Raw -628689.795834 + Penalty 2895.589292 = -625794.206543
  nChanged 1
		SP:Iteration 60F (18147.520000 sec): 3 clusters
  Score: Raw -628690.080259 + Penalty 2895.589292 = -625794.490968
  nChanged 1
		SP:Iteration 61Q (18147.750000 sec): 3 clusters
  Score: Raw -628690.594201 + Penalty 2895.589292 = -625795.004909
  nChanged 2
		SP:Iteration 62Q (18148.010000 sec): 3 clusters
  Score: Raw -628691.134650 + Penalty 2895.589292 = -625795.545359
  nChanged 0
		SP:Iteration 63F (18148.190000 sec): 3 clusters
  Score: Raw -628691.134650 + Penalty 2895.589292 = -625795.545359
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 15 (42731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18148.530000 sec): 2 clusters
  Score: Raw -3774688.934124 + Penalty 1732.685489 = -3772956.248635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18148.940000 sec): 3 clusters
  Score: Raw -3747914.494645 + Penalty 3465.370978 = -3744449.123667
  nChanged 19844
		SP:Iteration 1F (18149.350000 sec): 3 clusters
  Score: Raw -3759007.559577 + Penalty 3465.370978 = -3755542.188600
  nChanged 1801
		SP:Iteration 2Q (18149.750000 sec): 3 clusters
  Score: Raw -3759622.653219 + Penalty 3465.370978 = -3756157.282241
  nChanged 1992
		SP:Iteration 3Q (18150.170000 sec): 3 clusters
  Score: Raw -3760461.917322 + Penalty 3465.370978 = -3756996.546345
  nChanged 2287
		SP:Iteration 4F (18150.570000 sec): 3 clusters
  Score: Raw -3761696.382162 + Penalty 3465.370978 = -3758231.011184
  nChanged 2831
		SP:Iteration 5F (18150.930000 sec): 3 clusters
  Score: Raw -3763645.036867 + Penalty 3465.370978 = -3760179.665890
  nChanged 3277
		SP:Iteration 6F (18151.340000 sec): 3 clusters
  Score: Raw -3766368.784258 + Penalty 3465.370978 = -3762903.413280
  nChanged 3373
		SP:Iteration 7F (18151.740000 sec): 3 clusters
  Score: Raw -3769474.354857 + Penalty 3465.370978 = -3766008.983880
  nChanged 2670
		SP:Iteration 8F (18152.110000 sec): 3 clusters
  Score: Raw -3772058.110628 + Penalty 3465.370978 = -3768592.739651
  nChanged 1586
		SP:Iteration 9Q (18152.500000 sec): 3 clusters
  Score: Raw -3773656.824194 + Penalty 3465.370978 = -3770191.453217
  nChanged 720
		SP:Iteration 10Q (18152.860000 sec): 3 clusters
  Score: Raw -3774560.151868 + Penalty 3465.370978 = -3771094.780890
  nChanged 338
		SP:Iteration 11Q (18153.170000 sec): 3 clusters
  Score: Raw -3774999.484977 + Penalty 3465.370978 = -3771534.113999
  nChanged 203
		SP:Iteration 12Q (18153.520000 sec): 3 clusters
  Score: Raw -3775241.178093 + Penalty 3465.370978 = -3771775.807116
  nChanged 159
		SP:Iteration 13Q (18153.900000 sec): 3 clusters
  Score: Raw -3775361.256079 + Penalty 3465.370978 = -3771895.885101
  nChanged 111
		SP:Iteration 14Q (18154.300000 sec): 3 clusters
  Score: Raw -3775437.451602 + Penalty 3465.370978 = -3771972.080624
  nChanged 101
		SP:Iteration 15Q (18154.620000 sec): 3 clusters
  Score: Raw -3775498.945439 + Penalty 3465.370978 = -3772033.574462
  nChanged 94
		SP:Iteration 16Q (18154.990000 sec): 3 clusters
  Score: Raw -3775552.018524 + Penalty 3465.370978 = -3772086.647547
  nChanged 88
		SP:Iteration 17Q (18155.360000 sec): 3 clusters
  Score: Raw -3775597.589329 + Penalty 3465.370978 = -3772132.218351
  nChanged 94
		SP:Iteration 18Q (18155.750000 sec): 3 clusters
  Score: Raw -3775640.111130 + Penalty 3465.370978 = -3772174.740153
  nChanged 87
		SP:Iteration 19Q (18156.130000 sec): 3 clusters
  Score: Raw -3775680.727222 + Penalty 3465.370978 = -3772215.356244
  nChanged 88
		SP:Iteration 20F (18156.520000 sec): 3 clusters
  Score: Raw -3775719.786375 + Penalty 3465.370978 = -3772254.415397
  nChanged 68
		SP:Iteration 21Q (18156.910000 sec): 3 clusters
  Score: Raw -3775746.417390 + Penalty 3465.370978 = -3772281.046412
  nChanged 66
		SP:Iteration 22Q (18157.270000 sec): 3 clusters
  Score: Raw -3775772.075890 + Penalty 3465.370978 = -3772306.704913
  nChanged 63
		SP:Iteration 23Q (18157.690000 sec): 3 clusters
  Score: Raw -3775797.904188 + Penalty 3465.370978 = -3772332.533211
  nChanged 62
		SP:Iteration 24Q (18158.030000 sec): 3 clusters
  Score: Raw -3775819.649534 + Penalty 3465.370978 = -3772354.278556
  nChanged 60
		SP:Iteration 25Q (18158.420000 sec): 3 clusters
  Score: Raw -3775839.829208 + Penalty 3465.370978 = -3772374.458231
  nChanged 45
		SP:Iteration 26Q (18158.760000 sec): 3 clusters
  Score: Raw -3775851.736583 + Penalty 3465.370978 = -3772386.365605
  nChanged 33
		SP:Iteration 27Q (18159.200000 sec): 3 clusters
  Score: Raw -3775860.193044 + Penalty 3465.370978 = -3772394.822066
  nChanged 21
		SP:Iteration 28Q (18159.560000 sec): 3 clusters
  Score: Raw -3775864.194750 + Penalty 3465.370978 = -3772398.823772
  nChanged 17
		SP:Iteration 29Q (18159.960000 sec): 3 clusters
  Score: Raw -3775867.308639 + Penalty 3465.370978 = -3772401.937661
  nChanged 12
		SP:Iteration 30Q (18160.360000 sec): 3 clusters
  Score: Raw -3775869.293919 + Penalty 3465.370978 = -3772403.922941
  nChanged 10
		SP:Iteration 31Q (18160.750000 sec): 3 clusters
  Score: Raw -3775871.354251 + Penalty 3465.370978 = -3772405.983274
  nChanged 11
		SP:Iteration 32Q (18161.130000 sec): 3 clusters
  Score: Raw -3775873.089798 + Penalty 3465.370978 = -3772407.718820
  nChanged 8
		SP:Iteration 33Q (18161.450000 sec): 3 clusters
  Score: Raw -3775874.376426 + Penalty 3465.370978 = -3772409.005448
  nChanged 5
		SP:Iteration 34Q (18161.770000 sec): 3 clusters
  Score: Raw -3775875.312375 + Penalty 3465.370978 = -3772409.941398
  nChanged 6
		SP:Iteration 35Q (18162.120000 sec): 3 clusters
  Score: Raw -3775876.364641 + Penalty 3465.370978 = -3772410.993663
  nChanged 7
		SP:Iteration 36Q (18162.430000 sec): 3 clusters
  Score: Raw -3775877.289562 + Penalty 3465.370978 = -3772411.918585
  nChanged 4
		SP:Iteration 37Q (18162.730000 sec): 3 clusters
  Score: Raw -3775877.829692 + Penalty 3465.370978 = -3772412.458714
  nChanged 1
		SP:Iteration 38Q (18163.050000 sec): 3 clusters
  Score: Raw -3775877.939429 + Penalty 3465.370978 = -3772412.568451
  nChanged 0
		SP:Iteration 39F (18163.370000 sec): 3 clusters
  Score: Raw -3775877.939429 + Penalty 3465.370978 = -3772412.568451
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 16 (316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18163.500000 sec): 2 clusters
  Score: Raw -26309.007397 + Penalty 935.308110 = -25373.699288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18163.680000 sec): 3 clusters
  Score: Raw -26408.197427 + Penalty 1870.616219 = -24537.581208
  nChanged 69
		SP:Iteration 1F (18163.870000 sec): 3 clusters
  Score: Raw -26542.550802 + Penalty 1870.616219 = -24671.934583
  nChanged 21
		SP:Iteration 2F (18164.070000 sec): 3 clusters
  Score: Raw -26594.183595 + Penalty 1870.616219 = -24723.567376
  nChanged 14
		SP:Iteration 3Q (18164.250000 sec): 3 clusters
  Score: Raw -26634.255317 + Penalty 1870.616219 = -24763.639098
  nChanged 8
		SP:Iteration 4Q (18164.440000 sec): 3 clusters
  Score: Raw -26684.759309 + Penalty 1870.616219 = -24814.143090
  nChanged 6
		SP:Iteration 5Q (18164.690000 sec): 3 clusters
  Score: Raw -26718.235674 + Penalty 1870.616219 = -24847.619454
  nChanged 5
		SP:Iteration 6Q (18164.840000 sec): 3 clusters
  Score: Raw -26731.239664 + Penalty 1870.616219 = -24860.623445
  nChanged 3
		SP:Iteration 7Q (18164.980000 sec): 3 clusters
  Score: Raw -26736.603642 + Penalty 1870.616219 = -24865.987422
  nChanged 0
		SP:Iteration 8F (18165.200000 sec): 3 clusters
  Score: Raw -26736.603642 + Penalty 1870.616219 = -24865.987422
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 17 (7675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18165.360000 sec): 2 clusters
  Score: Raw -580160.030776 + Penalty 1453.680081 = -578706.350695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18165.610000 sec): 3 clusters
  Score: Raw -575976.865072 + Penalty 2907.360161 = -573069.504911
  nChanged 3239
		SP:Iteration 1F (18165.830000 sec): 3 clusters
  Score: Raw -577864.163608 + Penalty 2907.360161 = -574956.803447
  nChanged 647
		SP:Iteration 2F (18166.070000 sec): 3 clusters
  Score: Raw -578393.626548 + Penalty 2907.360161 = -575486.266387
  nChanged 633
		SP:Iteration 3F (18166.240000 sec): 3 clusters
  Score: Raw -578961.977362 + Penalty 2907.360161 = -576054.617201
  nChanged 561
		SP:Iteration 4F (18166.460000 sec): 3 clusters
  Score: Raw -579433.436508 + Penalty 2907.360161 = -576526.076347
  nChanged 441
		SP:Iteration 5F (18166.680000 sec): 3 clusters
  Score: Raw -579753.794893 + Penalty 2907.360161 = -576846.434732
  nChanged 330
		SP:Iteration 6Q (18166.890000 sec): 3 clusters
  Score: Raw -579971.305606 + Penalty 2907.360161 = -577063.945444
  nChanged 273
		SP:Iteration 7Q (18167.130000 sec): 3 clusters
  Score: Raw -580127.382028 + Penalty 2907.360161 = -577220.021867
  nChanged 212
		SP:Iteration 8Q (18167.370000 sec): 3 clusters
  Score: Raw -580227.957566 + Penalty 2907.360161 = -577320.597405
  nChanged 164
		SP:Iteration 9Q (18167.610000 sec): 3 clusters
  Score: Raw -580297.434818 + Penalty 2907.360161 = -577390.074657
  nChanged 128
		SP:Iteration 10Q (18167.800000 sec): 3 clusters
  Score: Raw -580351.157955 + Penalty 2907.360161 = -577443.797793
  nChanged 101
		SP:Iteration 11Q (18168.030000 sec): 3 clusters
  Score: Raw -580385.171285 + Penalty 2907.360161 = -577477.811124
  nChanged 67
		SP:Iteration 12Q (18168.250000 sec): 3 clusters
  Score: Raw -580411.977379 + Penalty 2907.360161 = -577504.617218
  nChanged 80
		SP:Iteration 13Q (18168.510000 sec): 3 clusters
  Score: Raw -580448.922014 + Penalty 2907.360161 = -577541.561853
  nChanged 78
		SP:Iteration 14Q (18168.700000 sec): 3 clusters
  Score: Raw -580475.732286 + Penalty 2907.360161 = -577568.372125
  nChanged 58
		SP:Iteration 15Q (18168.930000 sec): 3 clusters
  Score: Raw -580499.313472 + Penalty 2907.360161 = -577591.953311
  nChanged 56
		SP:Iteration 16Q (18169.130000 sec): 3 clusters
  Score: Raw -580524.995843 + Penalty 2907.360161 = -577617.635682
  nChanged 56
		SP:Iteration 17Q (18169.300000 sec): 3 clusters
  Score: Raw -580552.307673 + Penalty 2907.360161 = -577644.947512
  nChanged 62
		SP:Iteration 18Q (18169.530000 sec): 3 clusters
  Score: Raw -580589.920459 + Penalty 2907.360161 = -577682.560298
  nChanged 72
		SP:Iteration 19Q (18169.750000 sec): 3 clusters
  Score: Raw -580637.219439 + Penalty 2907.360161 = -577729.859278
  nChanged 69
		SP:Iteration 20F (18169.960000 sec): 3 clusters
  Score: Raw -580683.652066 + Penalty 2907.360161 = -577776.291905
  nChanged 66
		SP:Iteration 21Q (18170.180000 sec): 3 clusters
  Score: Raw -580730.169860 + Penalty 2907.360161 = -577822.809699
  nChanged 49
		SP:Iteration 22Q (18170.370000 sec): 3 clusters
  Score: Raw -580753.869255 + Penalty 2907.360161 = -577846.509094
  nChanged 42
		SP:Iteration 23Q (18170.590000 sec): 3 clusters
  Score: Raw -580771.440397 + Penalty 2907.360161 = -577864.080236
  nChanged 34
		SP:Iteration 24Q (18170.780000 sec): 3 clusters
  Score: Raw -580782.504725 + Penalty 2907.360161 = -577875.144564
  nChanged 21
		SP:Iteration 25Q (18170.990000 sec): 3 clusters
  Score: Raw -580790.061102 + Penalty 2907.360161 = -577882.700941
  nChanged 24
		SP:Iteration 26Q (18171.180000 sec): 3 clusters
  Score: Raw -580804.749602 + Penalty 2907.360161 = -577897.389441
  nChanged 26
		SP:Iteration 27Q (18171.410000 sec): 3 clusters
  Score: Raw -580819.280397 + Penalty 2907.360161 = -577911.920236
  nChanged 18
		SP:Iteration 28Q (18171.580000 sec): 3 clusters
  Score: Raw -580825.153205 + Penalty 2907.360161 = -577917.793044
  nChanged 17
		SP:Iteration 29Q (18171.790000 sec): 3 clusters
  Score: Raw -580830.507652 + Penalty 2907.360161 = -577923.147491
  nChanged 13
		SP:Iteration 30Q (18172.020000 sec): 3 clusters
  Score: Raw -580836.136329 + Penalty 2907.360161 = -577928.776168
  nChanged 16
		SP:Iteration 31Q (18172.270000 sec): 3 clusters
  Score: Raw -580841.024316 + Penalty 2907.360161 = -577933.664155
  nChanged 16
		SP:Iteration 32Q (18172.460000 sec): 3 clusters
  Score: Raw -580845.274220 + Penalty 2907.360161 = -577937.914059
  nChanged 11
		SP:Iteration 33Q (18172.700000 sec): 3 clusters
  Score: Raw -580849.027044 + Penalty 2907.360161 = -577941.666883
  nChanged 7
		SP:Iteration 34Q (18172.880000 sec): 3 clusters
  Score: Raw -580850.770096 + Penalty 2907.360161 = -577943.409935
  nChanged 1
		SP:Iteration 35Q (18173.120000 sec): 3 clusters
  Score: Raw -580850.952121 + Penalty 2907.360161 = -577943.591960
  nChanged 1
		SP:Iteration 36Q (18173.330000 sec): 3 clusters
  Score: Raw -580851.330522 + Penalty 2907.360161 = -577943.970361
  nChanged 2
		SP:Iteration 37Q (18173.540000 sec): 3 clusters
  Score: Raw -580851.686559 + Penalty 2907.360161 = -577944.326398
  nChanged 1
		SP:Iteration 38Q (18173.760000 sec): 3 clusters
  Score: Raw -580852.167681 + Penalty 2907.360161 = -577944.807520
  nChanged 4
		SP:Iteration 39Q (18173.960000 sec): 3 clusters
  Score: Raw -580852.942448 + Penalty 2907.360161 = -577945.582287
  nChanged 5
		SP:Iteration 40F (18174.170000 sec): 3 clusters
  Score: Raw -580854.727316 + Penalty 2907.360161 = -577947.367155
  nChanged 4
		SP:Iteration 41Q (18174.370000 sec): 3 clusters
  Score: Raw -580855.353126 + Penalty 2907.360161 = -577947.992965
  nChanged 5
		SP:Iteration 42Q (18174.590000 sec): 3 clusters
  Score: Raw -580856.860779 + Penalty 2907.360161 = -577949.500618
  nChanged 4
		SP:Iteration 43Q (18174.750000 sec): 3 clusters
  Score: Raw -580858.031339 + Penalty 2907.360161 = -577950.671178
  nChanged 2
		SP:Iteration 44Q (18174.940000 sec): 3 clusters
  Score: Raw -580858.341321 + Penalty 2907.360161 = -577950.981160
  nChanged 2
		SP:Iteration 45Q (18175.130000 sec): 3 clusters
  Score: Raw -580859.826826 + Penalty 2907.360161 = -577952.466665
  nChanged 4
		SP:Iteration 46Q (18175.350000 sec): 3 clusters
  Score: Raw -580861.026361 + Penalty 2907.360161 = -577953.666199
  nChanged 6
		SP:Iteration 47Q (18175.570000 sec): 3 clusters
  Score: Raw -580863.049651 + Penalty 2907.360161 = -577955.689490
  nChanged 7
		SP:Iteration 48Q (18175.780000 sec): 3 clusters
  Score: Raw -580864.563664 + Penalty 2907.360161 = -577957.203503
  nChanged 4
		SP:Iteration 49Q (18175.970000 sec): 3 clusters
  Score: Raw -580865.921613 + Penalty 2907.360161 = -577958.561452
  nChanged 4
		SP:Iteration 50Q (18176.190000 sec): 3 clusters
  Score: Raw -580867.705768 + Penalty 2907.360161 = -577960.345607
  nChanged 3
		SP:Iteration 51Q (18176.390000 sec): 3 clusters
  Score: Raw -580868.220071 + Penalty 2907.360161 = -577960.859910
  nChanged 2
		SP:Iteration 52Q (18176.630000 sec): 3 clusters
  Score: Raw -580870.452443 + Penalty 2907.360161 = -577963.092282
  nChanged 8
		SP:Iteration 53Q (18176.830000 sec): 3 clusters
  Score: Raw -580874.439903 + Penalty 2907.360161 = -577967.079742
  nChanged 4
		SP:Iteration 54Q (18177.060000 sec): 3 clusters
  Score: Raw -580876.987523 + Penalty 2907.360161 = -577969.627362
  nChanged 3
		SP:Iteration 55Q (18177.220000 sec): 3 clusters
  Score: Raw -580877.851993 + Penalty 2907.360161 = -577970.491832
  nChanged 3
		SP:Iteration 56Q (18177.410000 sec): 3 clusters
  Score: Raw -580878.313461 + Penalty 2907.360161 = -577970.953300
  nChanged 2
		SP:Iteration 57Q (18177.630000 sec): 3 clusters
  Score: Raw -580879.108626 + Penalty 2907.360161 = -577971.748465
  nChanged 5
		SP:Iteration 58Q (18177.850000 sec): 3 clusters
  Score: Raw -580880.326456 + Penalty 2907.360161 = -577972.966295
  nChanged 1
		SP:Iteration 59Q (18178.050000 sec): 3 clusters
  Score: Raw -580880.618550 + Penalty 2907.360161 = -577973.258389
  nChanged 1
		SP:Iteration 60F (18178.290000 sec): 3 clusters
  Score: Raw -580880.936571 + Penalty 2907.360161 = -577973.576410
  nChanged 2
		SP:Iteration 61Q (18178.500000 sec): 3 clusters
  Score: Raw -580881.174047 + Penalty 2907.360161 = -577973.813886
  nChanged 1
		SP:Iteration 62Q (18178.690000 sec): 3 clusters
  Score: Raw -580881.269562 + Penalty 2907.360161 = -577973.909401
  nChanged 1
		SP:Iteration 63Q (18178.910000 sec): 3 clusters
  Score: Raw -580881.360905 + Penalty 2907.360161 = -577974.000744
  nChanged 0
		SP:Iteration 64F (18179.150000 sec): 3 clusters
  Score: Raw -580881.360905 + Penalty 2907.360161 = -577974.000744
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 18 (494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18179.230000 sec): 2 clusters
  Score: Raw -42994.692926 + Penalty 1007.912022 = -41986.780904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18179.390000 sec): 3 clusters
  Score: Raw -42941.911780 + Penalty 2015.824043 = -40926.087737
  nChanged 120
		SP:Iteration 1F (18179.540000 sec): 3 clusters
  Score: Raw -43127.619336 + Penalty 2015.824043 = -41111.795293
  nChanged 32
		SP:Iteration 2F (18179.730000 sec): 3 clusters
  Score: Raw -43188.579542 + Penalty 2015.824043 = -41172.755499
  nChanged 16
		SP:Iteration 3Q (18179.930000 sec): 3 clusters
  Score: Raw -43210.835587 + Penalty 2015.824043 = -41195.011544
  nChanged 16
		SP:Iteration 4Q (18180.110000 sec): 3 clusters
  Score: Raw -43251.731043 + Penalty 2015.824043 = -41235.906999
  nChanged 9
		SP:Iteration 5Q (18180.310000 sec): 3 clusters
  Score: Raw -43270.533666 + Penalty 2015.824043 = -41254.709622
  nChanged 7
		SP:Iteration 6Q (18180.500000 sec): 3 clusters
  Score: Raw -43286.558002 + Penalty 2015.824043 = -41270.733959
  nChanged 9
		SP:Iteration 7Q (18180.660000 sec): 3 clusters
  Score: Raw -43307.322278 + Penalty 2015.824043 = -41291.498235
  nChanged 9
		SP:Iteration 8Q (18180.850000 sec): 3 clusters
  Score: Raw -43322.071758 + Penalty 2015.824043 = -41306.247715
  nChanged 5
		SP:Iteration 9Q (18181.020000 sec): 3 clusters
  Score: Raw -43328.922017 + Penalty 2015.824043 = -41313.097974
  nChanged 4
		SP:Iteration 10Q (18181.230000 sec): 3 clusters
  Score: Raw -43340.160375 + Penalty 2015.824043 = -41324.336332
  nChanged 5
		SP:Iteration 11Q (18181.400000 sec): 3 clusters
  Score: Raw -43356.874961 + Penalty 2015.824043 = -41341.050918
  nChanged 3
		SP:Iteration 12Q (18181.560000 sec): 3 clusters
  Score: Raw -43366.160029 + Penalty 2015.824043 = -41350.335986
  nChanged 7
		SP:Iteration 13Q (18181.710000 sec): 3 clusters
  Score: Raw -43396.477219 + Penalty 2015.824043 = -41380.653176
  nChanged 10
		SP:Iteration 14Q (18181.860000 sec): 3 clusters
  Score: Raw -43424.673868 + Penalty 2015.824043 = -41408.849825
  nChanged 9
		SP:Iteration 15Q (18182.040000 sec): 3 clusters
  Score: Raw -43438.207777 + Penalty 2015.824043 = -41422.383734
  nChanged 5
		SP:Iteration 16Q (18182.220000 sec): 3 clusters
  Score: Raw -43450.809356 + Penalty 2015.824043 = -41434.985313
  nChanged 5
		SP:Iteration 17Q (18182.430000 sec): 3 clusters
  Score: Raw -43457.604982 + Penalty 2015.824043 = -41441.780938
  nChanged 3
		SP:Iteration 18Q (18182.610000 sec): 3 clusters
  Score: Raw -43462.930887 + Penalty 2015.824043 = -41447.106844
  nChanged 2
		SP:Iteration 19Q (18182.770000 sec): 3 clusters
  Score: Raw -43465.300786 + Penalty 2015.824043 = -41449.476743
  nChanged 1
		SP:Iteration 20F (18182.970000 sec): 3 clusters
  Score: Raw -43467.667114 + Penalty 2015.824043 = -41451.843070
  nChanged 1
		SP:Iteration 21Q (18183.120000 sec): 3 clusters
  Score: Raw -43469.896054 + Penalty 2015.824043 = -41454.072011
  nChanged 0
		SP:Iteration 22F (18183.270000 sec): 3 clusters
  Score: Raw -43469.896054 + Penalty 2015.824043 = -41454.072011
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 19 (175398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18184.100000 sec): 2 clusters
  Score: Raw -15130452.283645 + Penalty 1962.157105 = -15128490.126540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18184.970000 sec): 3 clusters
  Score: Raw -15014811.533770 + Penalty 3924.314211 = -15010887.219559
  nChanged 84533
		SP:Iteration 1F (18185.860000 sec): 3 clusters
  Score: Raw -15065093.100824 + Penalty 3924.314211 = -15061168.786613
  nChanged 5876
		SP:Iteration 2Q (18186.830000 sec): 3 clusters
  Score: Raw -15067133.723856 + Penalty 3924.314211 = -15063209.409645
  nChanged 7296
		SP:Iteration 3Q (18187.870000 sec): 3 clusters
  Score: Raw -15070552.328018 + Penalty 3924.314211 = -15066628.013808
  nChanged 9491
		SP:Iteration 4F (18188.800000 sec): 3 clusters
  Score: Raw -15076266.049161 + Penalty 3924.314211 = -15072341.734950
  nChanged 12389
		SP:Iteration 5F (18189.720000 sec): 3 clusters
  Score: Raw -15085658.407973 + Penalty 3924.314211 = -15081734.093762
  nChanged 14804
		SP:Iteration 6F (18190.690000 sec): 3 clusters
  Score: Raw -15098876.225988 + Penalty 3924.314211 = -15094951.911777
  nChanged 14571
		SP:Iteration 7F (18191.600000 sec): 3 clusters
  Score: Raw -15112754.499177 + Penalty 3924.314211 = -15108830.184966
  nChanged 10491
		SP:Iteration 8F (18192.540000 sec): 3 clusters
  Score: Raw -15122588.615209 + Penalty 3924.314211 = -15118664.300999
  nChanged 5559
		SP:Iteration 9Q (18193.510000 sec): 3 clusters
  Score: Raw -15127563.333792 + Penalty 3924.314211 = -15123639.019581
  nChanged 2326
		SP:Iteration 10Q (18194.330000 sec): 3 clusters
  Score: Raw -15129547.962898 + Penalty 3924.314211 = -15125623.648687
  nChanged 804
		SP:Iteration 11Q (18195.150000 sec): 3 clusters
  Score: Raw -15130217.673068 + Penalty 3924.314211 = -15126293.358857
  nChanged 298
		SP:Iteration 12Q (18196.000000 sec): 3 clusters
  Score: Raw -15130458.686820 + Penalty 3924.314211 = -15126534.372609
  nChanged 147
		SP:Iteration 13Q (18196.850000 sec): 3 clusters
  Score: Raw -15130569.385879 + Penalty 3924.314211 = -15126645.071668
  nChanged 82
		SP:Iteration 14Q (18197.700000 sec): 3 clusters
  Score: Raw -15130632.153727 + Penalty 3924.314211 = -15126707.839516
  nChanged 43
		SP:Iteration 15Q (18198.480000 sec): 3 clusters
  Score: Raw -15130670.021953 + Penalty 3924.314211 = -15126745.707743
  nChanged 35
		SP:Iteration 16Q (18199.250000 sec): 3 clusters
  Score: Raw -15130696.791400 + Penalty 3924.314211 = -15126772.477189
  nChanged 22
		SP:Iteration 17Q (18200.020000 sec): 3 clusters
  Score: Raw -15130709.961970 + Penalty 3924.314211 = -15126785.647760
  nChanged 11
		SP:Iteration 18Q (18200.880000 sec): 3 clusters
  Score: Raw -15130717.699452 + Penalty 3924.314211 = -15126793.385241
  nChanged 9
		SP:Iteration 19Q (18201.710000 sec): 3 clusters
  Score: Raw -15130723.872391 + Penalty 3924.314211 = -15126799.558181
  nChanged 6
		SP:Iteration 20F (18202.560000 sec): 3 clusters
  Score: Raw -15130726.897096 + Penalty 3924.314211 = -15126802.582885
  nChanged 4
		SP:Iteration 21Q (18203.320000 sec): 3 clusters
  Score: Raw -15130729.128510 + Penalty 3924.314211 = -15126804.814299
  nChanged 2
		SP:Iteration 22Q (18204.070000 sec): 3 clusters
  Score: Raw -15130730.419550 + Penalty 3924.314211 = -15126806.105339
  nChanged 0
		SP:Iteration 23F (18204.920000 sec): 3 clusters
  Score: Raw -15130730.419550 + Penalty 3924.314211 = -15126806.105339
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 20 (472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18205.120000 sec): 2 clusters
  Score: Raw -39501.348692 + Penalty 1000.509085 = -38500.839607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18205.320000 sec): 3 clusters
  Score: Raw -39430.783771 + Penalty 2001.018170 = -37429.765601
  nChanged 113
		SP:Iteration 1F (18205.500000 sec): 3 clusters
  Score: Raw -39591.295688 + Penalty 2001.018170 = -37590.277518
  nChanged 32
		SP:Iteration 2F (18205.640000 sec): 3 clusters
  Score: Raw -39672.083624 + Penalty 2001.018170 = -37671.065454
  nChanged 24
		SP:Iteration 3F (18205.840000 sec): 3 clusters
  Score: Raw -39777.393731 + Penalty 2001.018170 = -37776.375560
  nChanged 22
		SP:Iteration 4Q (18206.030000 sec): 3 clusters
  Score: Raw -39911.715958 + Penalty 2001.018170 = -37910.697788
  nChanged 25
		SP:Iteration 5F (18206.260000 sec): 3 clusters
  Score: Raw -40151.329924 + Penalty 2001.018170 = -38150.311754
  nChanged 25
		SP:Iteration 6F (18206.440000 sec): 3 clusters
  Score: Raw -40271.785521 + Penalty 2001.018170 = -38270.767350
  nChanged 17
		SP:Iteration 7Q (18206.630000 sec): 3 clusters
  Score: Raw -40313.932317 + Penalty 2001.018170 = -38312.914147
  nChanged 11
		SP:Iteration 8Q (18206.840000 sec): 3 clusters
  Score: Raw -40342.238907 + Penalty 2001.018170 = -38341.220737
  nChanged 9
		SP:Iteration 9Q (18207.010000 sec): 3 clusters
  Score: Raw -40367.333903 + Penalty 2001.018170 = -38366.315733
  nChanged 5
		SP:Iteration 10Q (18207.190000 sec): 3 clusters
  Score: Raw -40379.841288 + Penalty 2001.018170 = -38378.823117
  nChanged 4
		SP:Iteration 11Q (18207.400000 sec): 3 clusters
  Score: Raw -40388.401532 + Penalty 2001.018170 = -38387.383362
  nChanged 2
		SP:Iteration 12Q (18207.560000 sec): 3 clusters
  Score: Raw -40392.466549 + Penalty 2001.018170 = -38391.448379
  nChanged 1
		SP:Iteration 13Q (18207.710000 sec): 3 clusters
  Score: Raw -40394.284604 + Penalty 2001.018170 = -38393.266433
  nChanged 2
		SP:Iteration 14Q (18207.880000 sec): 3 clusters
  Score: Raw -40402.636941 + Penalty 2001.018170 = -38401.618771
  nChanged 2
		SP:Iteration 15Q (18208.050000 sec): 3 clusters
  Score: Raw -40412.158350 + Penalty 2001.018170 = -38411.140180
  nChanged 1
		SP:Iteration 16Q (18208.270000 sec): 3 clusters
  Score: Raw -40415.162750 + Penalty 2001.018170 = -38414.144579
  nChanged 1
		SP:Iteration 17Q (18208.450000 sec): 3 clusters
  Score: Raw -40418.882273 + Penalty 2001.018170 = -38417.864103
  nChanged 2
		SP:Iteration 18Q (18208.640000 sec): 3 clusters
  Score: Raw -40422.576864 + Penalty 2001.018170 = -38421.558694
  nChanged 0
		SP:Iteration 19F (18208.810000 sec): 3 clusters
  Score: Raw -40422.576864 + Penalty 2001.018170 = -38421.558694
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 21 (2561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18208.940000 sec): 2 clusters
  Score: Raw -182732.231097 + Penalty 1275.324877 = -181456.906220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18209.100000 sec): 3 clusters
  Score: Raw -181582.394745 + Penalty 2550.649753 = -179031.744992
  nChanged 911
		SP:Iteration 1F (18209.310000 sec): 3 clusters
  Score: Raw -182151.307771 + Penalty 2550.649753 = -179600.658018
  nChanged 228
		SP:Iteration 2F (18209.460000 sec): 3 clusters
  Score: Raw -182402.964751 + Penalty 2550.649753 = -179852.314998
  nChanged 204
		SP:Iteration 3F (18209.650000 sec): 3 clusters
  Score: Raw -182674.969923 + Penalty 2550.649753 = -180124.320170
  nChanged 200
		SP:Iteration 4F (18209.840000 sec): 3 clusters
  Score: Raw -182916.724461 + Penalty 2550.649753 = -180366.074708
  nChanged 148
		SP:Iteration 5F (18210.060000 sec): 3 clusters
  Score: Raw -183077.241175 + Penalty 2550.649753 = -180526.591422
  nChanged 122
		SP:Iteration 6Q (18210.260000 sec): 3 clusters
  Score: Raw -183195.480146 + Penalty 2550.649753 = -180644.830393
  nChanged 107
		SP:Iteration 7Q (18210.450000 sec): 3 clusters
  Score: Raw -183266.624079 + Penalty 2550.649753 = -180715.974326
  nChanged 67
		SP:Iteration 8Q (18210.660000 sec): 3 clusters
  Score: Raw -183312.934055 + Penalty 2550.649753 = -180762.284302
  nChanged 52
		SP:Iteration 9Q (18210.800000 sec): 3 clusters
  Score: Raw -183347.396572 + Penalty 2550.649753 = -180796.746819
  nChanged 44
		SP:Iteration 10Q (18210.980000 sec): 3 clusters
  Score: Raw -183375.722173 + Penalty 2550.649753 = -180825.072420
  nChanged 37
		SP:Iteration 11Q (18211.190000 sec): 3 clusters
  Score: Raw -183395.907311 + Penalty 2550.649753 = -180845.257558
  nChanged 26
		SP:Iteration 12Q (18211.390000 sec): 3 clusters
  Score: Raw -183408.929313 + Penalty 2550.649753 = -180858.279560
  nChanged 17
		SP:Iteration 13Q (18211.560000 sec): 3 clusters
  Score: Raw -183415.040733 + Penalty 2550.649753 = -180864.390980
  nChanged 12
		SP:Iteration 14Q (18211.780000 sec): 3 clusters
  Score: Raw -183418.652241 + Penalty 2550.649753 = -180868.002488
  nChanged 6
		SP:Iteration 15Q (18211.940000 sec): 3 clusters
  Score: Raw -183420.833612 + Penalty 2550.649753 = -180870.183859
  nChanged 4
		SP:Iteration 16Q (18212.150000 sec): 3 clusters
  Score: Raw -183422.806146 + Penalty 2550.649753 = -180872.156393
  nChanged 7
		SP:Iteration 17Q (18212.320000 sec): 3 clusters
  Score: Raw -183424.223368 + Penalty 2550.649753 = -180873.573615
  nChanged 4
		SP:Iteration 18Q (18212.500000 sec): 3 clusters
  Score: Raw -183425.590974 + Penalty 2550.649753 = -180874.941221
  nChanged 1
		SP:Iteration 19Q (18212.650000 sec): 3 clusters
  Score: Raw -183426.052282 + Penalty 2550.649753 = -180875.402529
  nChanged 1
		SP:Iteration 20F (18212.860000 sec): 3 clusters
  Score: Raw -183426.355569 + Penalty 2550.649753 = -180875.705816
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 22 (4311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18212.970000 sec): 2 clusters
  Score: Raw -348054.730138 + Penalty 1359.950341 = -346694.779798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18213.160000 sec): 3 clusters
  Score: Raw -345876.183542 + Penalty 2719.900682 = -343156.282860
  nChanged 1680
		SP:Iteration 1F (18213.370000 sec): 3 clusters
  Score: Raw -346971.356464 + Penalty 2719.900682 = -344251.455782
  nChanged 372
		SP:Iteration 2F (18213.580000 sec): 3 clusters
  Score: Raw -347225.631095 + Penalty 2719.900682 = -344505.730414
  nChanged 283
		SP:Iteration 3F (18213.750000 sec): 3 clusters
  Score: Raw -347432.442808 + Penalty 2719.900682 = -344712.542126
  nChanged 234
		SP:Iteration 4F (18213.930000 sec): 3 clusters
  Score: Raw -347606.190677 + Penalty 2719.900682 = -344886.289995
  nChanged 197
		SP:Iteration 5Q (18214.120000 sec): 3 clusters
  Score: Raw -347740.266441 + Penalty 2719.900682 = -345020.365759
  nChanged 154
		SP:Iteration 6Q (18214.340000 sec): 3 clusters
  Score: Raw -347857.572057 + Penalty 2719.900682 = -345137.671375
  nChanged 136
		SP:Iteration 7Q (18214.540000 sec): 3 clusters
  Score: Raw -347944.768192 + Penalty 2719.900682 = -345224.867511
  nChanged 128
		SP:Iteration 8Q (18214.770000 sec): 3 clusters
  Score: Raw -348027.589357 + Penalty 2719.900682 = -345307.688675
  nChanged 110
		SP:Iteration 9Q (18214.950000 sec): 3 clusters
  Score: Raw -348102.122280 + Penalty 2719.900682 = -345382.221598
  nChanged 102
		SP:Iteration 10Q (18215.170000 sec): 3 clusters
  Score: Raw -348171.643290 + Penalty 2719.900682 = -345451.742608
  nChanged 77
		SP:Iteration 11Q (18215.400000 sec): 3 clusters
  Score: Raw -348223.738644 + Penalty 2719.900682 = -345503.837963
  nChanged 64
		SP:Iteration 12Q (18215.600000 sec): 3 clusters
  Score: Raw -348265.282417 + Penalty 2719.900682 = -345545.381735
  nChanged 51
		SP:Iteration 13Q (18215.800000 sec): 3 clusters
  Score: Raw -348296.659328 + Penalty 2719.900682 = -345576.758646
  nChanged 44
		SP:Iteration 14Q (18216.000000 sec): 3 clusters
  Score: Raw -348323.980569 + Penalty 2719.900682 = -345604.079887
  nChanged 33
		SP:Iteration 15Q (18216.210000 sec): 3 clusters
  Score: Raw -348343.416876 + Penalty 2719.900682 = -345623.516194
  nChanged 23
		SP:Iteration 16Q (18216.420000 sec): 3 clusters
  Score: Raw -348358.589545 + Penalty 2719.900682 = -345638.688863
  nChanged 15
		SP:Iteration 17Q (18216.620000 sec): 3 clusters
  Score: Raw -348368.303548 + Penalty 2719.900682 = -345648.402866
  nChanged 8
		SP:Iteration 18Q (18216.840000 sec): 3 clusters
  Score: Raw -348372.804588 + Penalty 2719.900682 = -345652.903906
  nChanged 15
		SP:Iteration 19Q (18217.040000 sec): 3 clusters
  Score: Raw -348380.711311 + Penalty 2719.900682 = -345660.810629
  nChanged 7
		SP:Iteration 20F (18217.240000 sec): 3 clusters
  Score: Raw -348383.893708 + Penalty 2719.900682 = -345663.993027
  nChanged 12
		SP:Iteration 21Q (18217.530000 sec): 3 clusters
  Score: Raw -348389.602899 + Penalty 2719.900682 = -345669.702217
  nChanged 14
		SP:Iteration 22Q (18217.690000 sec): 3 clusters
  Score: Raw -348396.555448 + Penalty 2719.900682 = -345676.654766
  nChanged 12
		SP:Iteration 23Q (18217.910000 sec): 3 clusters
  Score: Raw -348403.063571 + Penalty 2719.900682 = -345683.162889
  nChanged 6
		SP:Iteration 24Q (18218.130000 sec): 3 clusters
  Score: Raw -348407.751286 + Penalty 2719.900682 = -345687.850605
  nChanged 8
		SP:Iteration 25Q (18218.330000 sec): 3 clusters
  Score: Raw -348413.073552 + Penalty 2719.900682 = -345693.172870
  nChanged 2
		SP:Iteration 26Q (18218.510000 sec): 3 clusters
  Score: Raw -348414.169603 + Penalty 2719.900682 = -345694.268922
  nChanged 3
		SP:Iteration 27Q (18218.650000 sec): 3 clusters
  Score: Raw -348415.654274 + Penalty 2719.900682 = -345695.753593
  nChanged 4
		SP:Iteration 28Q (18218.840000 sec): 3 clusters
  Score: Raw -348417.285415 + Penalty 2719.900682 = -345697.384733
  nChanged 2
		SP:Iteration 29Q (18219.030000 sec): 3 clusters
  Score: Raw -348418.161285 + Penalty 2719.900682 = -345698.260604
  nChanged 1
		SP:Iteration 30Q (18219.210000 sec): 3 clusters
  Score: Raw -348418.834114 + Penalty 2719.900682 = -345698.933432
  nChanged 0
		SP:Iteration 31F (18219.420000 sec): 3 clusters
  Score: Raw -348418.834114 + Penalty 2719.900682 = -345698.933432
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 23 (6749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18219.530000 sec): 2 clusters
  Score: Raw -556465.316451 + Penalty 1432.786814 = -555032.529637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18219.790000 sec): 3 clusters
  Score: Raw -552766.383264 + Penalty 2865.573628 = -549900.809636
  nChanged 2844
		SP:Iteration 1F (18219.980000 sec): 3 clusters
  Score: Raw -554195.187345 + Penalty 2865.573628 = -551329.613717
  nChanged 453
		SP:Iteration 2F (18220.190000 sec): 3 clusters
  Score: Raw -554418.057420 + Penalty 2865.573628 = -551552.483792
  nChanged 387
		SP:Iteration 3F (18220.410000 sec): 3 clusters
  Score: Raw -554605.674855 + Penalty 2865.573628 = -551740.101227
  nChanged 300
		SP:Iteration 4Q (18220.640000 sec): 3 clusters
  Score: Raw -554734.534389 + Penalty 2865.573628 = -551868.960761
  nChanged 258
		SP:Iteration 5Q (18220.830000 sec): 3 clusters
  Score: Raw -554858.571459 + Penalty 2865.573628 = -551992.997831
  nChanged 253
		SP:Iteration 6Q (18221.060000 sec): 3 clusters
  Score: Raw -554983.454987 + Penalty 2865.573628 = -552117.881359
  nChanged 224
		SP:Iteration 7Q (18221.330000 sec): 3 clusters
  Score: Raw -555087.483869 + Penalty 2865.573628 = -552221.910241
  nChanged 221
		SP:Iteration 8Q (18221.540000 sec): 3 clusters
  Score: Raw -555197.333445 + Penalty 2865.573628 = -552331.759817
  nChanged 235
		SP:Iteration 9Q (18221.760000 sec): 3 clusters
  Score: Raw -555322.210444 + Penalty 2865.573628 = -552456.636816
  nChanged 256
		SP:Iteration 10Q (18221.970000 sec): 3 clusters
  Score: Raw -555465.679663 + Penalty 2865.573628 = -552600.106035
  nChanged 261
		SP:Iteration 11Q (18222.170000 sec): 3 clusters
  Score: Raw -555619.357539 + Penalty 2865.573628 = -552753.783911
  nChanged 255
		SP:Iteration 12Q (18222.400000 sec): 3 clusters
  Score: Raw -555772.190795 + Penalty 2865.573628 = -552906.617167
  nChanged 230
		SP:Iteration 13Q (18222.590000 sec): 3 clusters
  Score: Raw -555925.164701 + Penalty 2865.573628 = -553059.591073
  nChanged 228
		SP:Iteration 14Q (18222.840000 sec): 3 clusters
  Score: Raw -556080.789321 + Penalty 2865.573628 = -553215.215693
  nChanged 207
		SP:Iteration 15Q (18223.050000 sec): 3 clusters
  Score: Raw -556240.523928 + Penalty 2865.573628 = -553374.950300
  nChanged 173
		SP:Iteration 16Q (18223.220000 sec): 3 clusters
  Score: Raw -556371.340938 + Penalty 2865.573628 = -553505.767310
  nChanged 139
		SP:Iteration 17Q (18223.400000 sec): 3 clusters
  Score: Raw -556484.612505 + Penalty 2865.573628 = -553619.038877
  nChanged 96
		SP:Iteration 18Q (18223.610000 sec): 3 clusters
  Score: Raw -556561.608602 + Penalty 2865.573628 = -553696.034974
  nChanged 60
		SP:Iteration 19Q (18223.810000 sec): 3 clusters
  Score: Raw -556617.553738 + Penalty 2865.573628 = -553751.980110
  nChanged 44
		SP:Iteration 20F (18224.010000 sec): 3 clusters
  Score: Raw -556658.459438 + Penalty 2865.573628 = -553792.885810
  nChanged 30
		SP:Iteration 21Q (18224.210000 sec): 3 clusters
  Score: Raw -556682.783157 + Penalty 2865.573628 = -553817.209529
  nChanged 18
		SP:Iteration 22Q (18224.430000 sec): 3 clusters
  Score: Raw -556694.975031 + Penalty 2865.573628 = -553829.401403
  nChanged 11
		SP:Iteration 23Q (18224.610000 sec): 3 clusters
  Score: Raw -556702.436939 + Penalty 2865.573628 = -553836.863311
  nChanged 7
		SP:Iteration 24Q (18224.870000 sec): 3 clusters
  Score: Raw -556706.188096 + Penalty 2865.573628 = -553840.614468
  nChanged 6
		SP:Iteration 25Q (18225.040000 sec): 3 clusters
  Score: Raw -556709.708593 + Penalty 2865.573628 = -553844.134965
  nChanged 7
		SP:Iteration 26Q (18225.270000 sec): 3 clusters
  Score: Raw -556715.241252 + Penalty 2865.573628 = -553849.667624
  nChanged 2
		SP:Iteration 27Q (18225.450000 sec): 3 clusters
  Score: Raw -556716.129960 + Penalty 2865.573628 = -553850.556332
  nChanged 2
		SP:Iteration 28Q (18225.730000 sec): 3 clusters
  Score: Raw -556717.345824 + Penalty 2865.573628 = -553851.772195
  nChanged 0
		SP:Iteration 29F (18225.940000 sec): 3 clusters
  Score: Raw -556717.345824 + Penalty 2865.573628 = -553851.772195
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 24 (78007 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18226.440000 sec): 2 clusters
  Score: Raw -6811247.797621 + Penalty 1830.490000 = -6809417.307622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18227.000000 sec): 3 clusters
  Score: Raw -6761037.655974 + Penalty 3660.980000 = -6757376.675975
  nChanged 37128
		SP:Iteration 1F (18227.570000 sec): 3 clusters
  Score: Raw -6782773.049014 + Penalty 3660.980000 = -6779112.069014
  nChanged 2946
		SP:Iteration 2Q (18228.080000 sec): 3 clusters
  Score: Raw -6783667.746536 + Penalty 3660.980000 = -6780006.766536
  nChanged 3210
		SP:Iteration 3Q (18228.630000 sec): 3 clusters
  Score: Raw -6784814.769248 + Penalty 3660.980000 = -6781153.789248
  nChanged 3583
		SP:Iteration 4Q (18229.190000 sec): 3 clusters
  Score: Raw -6786255.736051 + Penalty 3660.980000 = -6782594.756051
  nChanged 3874
		SP:Iteration 5Q (18229.790000 sec): 3 clusters
  Score: Raw -6787988.514679 + Penalty 3660.980000 = -6784327.534679
  nChanged 4163
		SP:Iteration 6F (18230.340000 sec): 3 clusters
  Score: Raw -6790041.932727 + Penalty 3660.980000 = -6786380.952727
  nChanged 4192
		SP:Iteration 7F (18230.920000 sec): 3 clusters
  Score: Raw -6792256.277863 + Penalty 3660.980000 = -6788595.297863
  nChanged 4116
		SP:Iteration 8F (18231.470000 sec): 3 clusters
  Score: Raw -6794440.872280 + Penalty 3660.980000 = -6790779.892281
  nChanged 3925
		SP:Iteration 9F (18232.000000 sec): 3 clusters
  Score: Raw -6796468.500385 + Penalty 3660.980000 = -6792807.520385
  nChanged 3479
		SP:Iteration 10Q (18232.540000 sec): 3 clusters
  Score: Raw -6798150.821910 + Penalty 3660.980000 = -6794489.841911
  nChanged 3094
		SP:Iteration 11Q (18233.100000 sec): 3 clusters
  Score: Raw -6799613.917485 + Penalty 3660.980000 = -6795952.937485
  nChanged 2817
		SP:Iteration 12Q (18233.610000 sec): 3 clusters
  Score: Raw -6800814.345433 + Penalty 3660.980000 = -6797153.365434
  nChanged 2345
		SP:Iteration 13Q (18234.180000 sec): 3 clusters
  Score: Raw -6801658.121102 + Penalty 3660.980000 = -6797997.141102
  nChanged 1814
		SP:Iteration 14Q (18234.750000 sec): 3 clusters
  Score: Raw -6802146.275698 + Penalty 3660.980000 = -6798485.295699
  nChanged 1270
		SP:Iteration 15Q (18235.290000 sec): 3 clusters
  Score: Raw -6802401.453017 + Penalty 3660.980000 = -6798740.473017
  nChanged 918
		SP:Iteration 16Q (18235.830000 sec): 3 clusters
  Score: Raw -6802554.749565 + Penalty 3660.980000 = -6798893.769565
  nChanged 745
		SP:Iteration 17Q (18236.370000 sec): 3 clusters
  Score: Raw -6802665.335254 + Penalty 3660.980000 = -6799004.355255
  nChanged 631
		SP:Iteration 18Q (18236.950000 sec): 3 clusters
  Score: Raw -6802761.611521 + Penalty 3660.980000 = -6799100.631521
  nChanged 612
		SP:Iteration 19Q (18237.470000 sec): 3 clusters
  Score: Raw -6802847.651196 + Penalty 3660.980000 = -6799186.671196
  nChanged 564
		SP:Iteration 20F (18237.970000 sec): 3 clusters
  Score: Raw -6802921.161347 + Penalty 3660.980000 = -6799260.181348
  nChanged 532
		SP:Iteration 21Q (18238.440000 sec): 3 clusters
  Score: Raw -6802986.483150 + Penalty 3660.980000 = -6799325.503150
  nChanged 504
		SP:Iteration 22Q (18238.940000 sec): 3 clusters
  Score: Raw -6803052.692241 + Penalty 3660.980000 = -6799391.712241
  nChanged 479
		SP:Iteration 23Q (18239.520000 sec): 3 clusters
  Score: Raw -6803109.200372 + Penalty 3660.980000 = -6799448.220372
  nChanged 431
		SP:Iteration 24Q (18240.070000 sec): 3 clusters
  Score: Raw -6803161.108807 + Penalty 3660.980000 = -6799500.128808
  nChanged 448
		SP:Iteration 25Q (18240.670000 sec): 3 clusters
  Score: Raw -6803210.337328 + Penalty 3660.980000 = -6799549.357329
  nChanged 429
		SP:Iteration 26Q (18241.260000 sec): 3 clusters
  Score: Raw -6803260.866186 + Penalty 3660.980000 = -6799599.886186
  nChanged 409
		SP:Iteration 27Q (18241.790000 sec): 3 clusters
  Score: Raw -6803305.913211 + Penalty 3660.980000 = -6799644.933211
  nChanged 402
		SP:Iteration 28Q (18242.350000 sec): 3 clusters
  Score: Raw -6803350.306652 + Penalty 3660.980000 = -6799689.326653
  nChanged 384
		SP:Iteration 29Q (18242.930000 sec): 3 clusters
  Score: Raw -6803392.582831 + Penalty 3660.980000 = -6799731.602831
  nChanged 381
		SP:Iteration 30Q (18243.470000 sec): 3 clusters
  Score: Raw -6803431.406921 + Penalty 3660.980000 = -6799770.426922
  nChanged 342
		SP:Iteration 31Q (18244.020000 sec): 3 clusters
  Score: Raw -6803462.125017 + Penalty 3660.980000 = -6799801.145017
  nChanged 333
		SP:Iteration 32Q (18244.650000 sec): 3 clusters
  Score: Raw -6803492.465525 + Penalty 3660.980000 = -6799831.485525
  nChanged 325
		SP:Iteration 33Q (18245.220000 sec): 3 clusters
  Score: Raw -6803521.433467 + Penalty 3660.980000 = -6799860.453468
  nChanged 332
		SP:Iteration 34Q (18245.790000 sec): 3 clusters
  Score: Raw -6803550.554221 + Penalty 3660.980000 = -6799889.574221
  nChanged 293
		SP:Iteration 35Q (18246.320000 sec): 3 clusters
  Score: Raw -6803578.948447 + Penalty 3660.980000 = -6799917.968447
  nChanged 318
		SP:Iteration 36Q (18246.870000 sec): 3 clusters
  Score: Raw -6803606.957496 + Penalty 3660.980000 = -6799945.977496
  nChanged 278
		SP:Iteration 37Q (18247.450000 sec): 3 clusters
  Score: Raw -6803631.224945 + Penalty 3660.980000 = -6799970.244946
  nChanged 319
		SP:Iteration 38Q (18248.060000 sec): 3 clusters
  Score: Raw -6803655.959682 + Penalty 3660.980000 = -6799994.979682
  nChanged 274
		SP:Iteration 39Q (18248.620000 sec): 3 clusters
  Score: Raw -6803677.662536 + Penalty 3660.980000 = -6800016.682536
  nChanged 247
		SP:Iteration 40F (18249.190000 sec): 3 clusters
  Score: Raw -6803694.564812 + Penalty 3660.980000 = -6800033.584812
  nChanged 249
		SP:Iteration 41Q (18249.730000 sec): 3 clusters
  Score: Raw -6803710.543926 + Penalty 3660.980000 = -6800049.563927
  nChanged 238
		SP:Iteration 42Q (18250.270000 sec): 3 clusters
  Score: Raw -6803727.869626 + Penalty 3660.980000 = -6800066.889626
  nChanged 272
		SP:Iteration 43Q (18250.760000 sec): 3 clusters
  Score: Raw -6803750.165868 + Penalty 3660.980000 = -6800089.185868
  nChanged 272
		SP:Iteration 44Q (18251.280000 sec): 3 clusters
  Score: Raw -6803773.072788 + Penalty 3660.980000 = -6800112.092788
  nChanged 291
		SP:Iteration 45Q (18251.850000 sec): 3 clusters
  Score: Raw -6803795.640332 + Penalty 3660.980000 = -6800134.660332
  nChanged 262
		SP:Iteration 46Q (18252.370000 sec): 3 clusters
  Score: Raw -6803815.311491 + Penalty 3660.980000 = -6800154.331491
  nChanged 259
		SP:Iteration 47Q (18252.910000 sec): 3 clusters
  Score: Raw -6803834.846045 + Penalty 3660.980000 = -6800173.866045
  nChanged 245
		SP:Iteration 48Q (18253.450000 sec): 3 clusters
  Score: Raw -6803854.600220 + Penalty 3660.980000 = -6800193.620220
  nChanged 275
		SP:Iteration 49Q (18254.010000 sec): 3 clusters
  Score: Raw -6803877.113632 + Penalty 3660.980000 = -6800216.133632
  nChanged 276
		SP:Iteration 50Q (18254.580000 sec): 3 clusters
  Score: Raw -6803897.269713 + Penalty 3660.980000 = -6800236.289713
  nChanged 280
		SP:Iteration 51Q (18255.110000 sec): 3 clusters
  Score: Raw -6803918.408227 + Penalty 3660.980000 = -6800257.428228
  nChanged 256
		SP:Iteration 52Q (18255.660000 sec): 3 clusters
  Score: Raw -6803937.941718 + Penalty 3660.980000 = -6800276.961718
  nChanged 248
		SP:Iteration 53Q (18256.190000 sec): 3 clusters
  Score: Raw -6803955.460195 + Penalty 3660.980000 = -6800294.480195
  nChanged 259
		SP:Iteration 54Q (18256.710000 sec): 3 clusters
  Score: Raw -6803973.484528 + Penalty 3660.980000 = -6800312.504528
  nChanged 259
		SP:Iteration 55Q (18257.240000 sec): 3 clusters
  Score: Raw -6803991.659485 + Penalty 3660.980000 = -6800330.679485
  nChanged 257
		SP:Iteration 56Q (18257.770000 sec): 3 clusters
  Score: Raw -6804009.657508 + Penalty 3660.980000 = -6800348.677508
  nChanged 255
		SP:Iteration 57Q (18258.300000 sec): 3 clusters
  Score: Raw -6804026.360692 + Penalty 3660.980000 = -6800365.380692
  nChanged 263
		SP:Iteration 58Q (18258.860000 sec): 3 clusters
  Score: Raw -6804044.035834 + Penalty 3660.980000 = -6800383.055834
  nChanged 260
		SP:Iteration 59Q (18259.400000 sec): 3 clusters
  Score: Raw -6804061.772966 + Penalty 3660.980000 = -6800400.792966
  nChanged 259
		SP:Iteration 60F (18259.890000 sec): 3 clusters
  Score: Raw -6804081.692531 + Penalty 3660.980000 = -6800420.712531
  nChanged 288
		SP:Iteration 61Q (18260.460000 sec): 3 clusters
  Score: Raw -6804103.537167 + Penalty 3660.980000 = -6800442.557167
  nChanged 278
		SP:Iteration 62Q (18261.040000 sec): 3 clusters
  Score: Raw -6804125.178918 + Penalty 3660.980000 = -6800464.198918
  nChanged 274
		SP:Iteration 63Q (18261.610000 sec): 3 clusters
  Score: Raw -6804148.129687 + Penalty 3660.980000 = -6800487.149687
  nChanged 302
		SP:Iteration 64Q (18262.120000 sec): 3 clusters
  Score: Raw -6804173.436426 + Penalty 3660.980000 = -6800512.456426
  nChanged 299
		SP:Iteration 65Q (18262.660000 sec): 3 clusters
  Score: Raw -6804198.529937 + Penalty 3660.980000 = -6800537.549938
  nChanged 322
		SP:Iteration 66Q (18263.180000 sec): 3 clusters
  Score: Raw -6804226.425552 + Penalty 3660.980000 = -6800565.445553
  nChanged 327
		SP:Iteration 67Q (18263.740000 sec): 3 clusters
  Score: Raw -6804257.971807 + Penalty 3660.980000 = -6800596.991807
  nChanged 377
		SP:Iteration 68Q (18264.220000 sec): 3 clusters
  Score: Raw -6804295.834848 + Penalty 3660.980000 = -6800634.854849
  nChanged 396
		SP:Iteration 69Q (18264.760000 sec): 3 clusters
  Score: Raw -6804336.236071 + Penalty 3660.980000 = -6800675.256071
  nChanged 419
		SP:Iteration 70Q (18265.280000 sec): 3 clusters
  Score: Raw -6804383.313314 + Penalty 3660.980000 = -6800722.333314
  nChanged 478
		SP:Iteration 71Q (18265.820000 sec): 3 clusters
  Score: Raw -6804439.678360 + Penalty 3660.980000 = -6800778.698361
  nChanged 504
		SP:Iteration 72Q (18266.310000 sec): 3 clusters
  Score: Raw -6804507.157378 + Penalty 3660.980000 = -6800846.177379
  nChanged 578
		SP:Iteration 73Q (18266.820000 sec): 3 clusters
  Score: Raw -6804595.778330 + Penalty 3660.980000 = -6800934.798330
  nChanged 650
		SP:Iteration 74Q (18267.360000 sec): 3 clusters
  Score: Raw -6804702.719440 + Penalty 3660.980000 = -6801041.739440
  nChanged 674
		SP:Iteration 75Q (18267.930000 sec): 3 clusters
  Score: Raw -6804821.147673 + Penalty 3660.980000 = -6801160.167674
  nChanged 721
		SP:Iteration 76Q (18268.480000 sec): 3 clusters
  Score: Raw -6804951.400126 + Penalty 3660.980000 = -6801290.420126
  nChanged 764
		SP:Iteration 77Q (18269.050000 sec): 3 clusters
  Score: Raw -6805099.177815 + Penalty 3660.980000 = -6801438.197815
  nChanged 808
		SP:Iteration 78Q (18269.600000 sec): 3 clusters
  Score: Raw -6805268.205019 + Penalty 3660.980000 = -6801607.225020
  nChanged 850
		SP:Iteration 79Q (18270.170000 sec): 3 clusters
  Score: Raw -6805461.628243 + Penalty 3660.980000 = -6801800.648243
  nChanged 920
		SP:Iteration 80F (18270.650000 sec): 3 clusters
  Score: Raw -6805681.791087 + Penalty 3660.980000 = -6802020.811088
  nChanged 936
		SP:Iteration 81Q (18271.140000 sec): 3 clusters
  Score: Raw -6805911.063979 + Penalty 3660.980000 = -6802250.083979
  nChanged 975
		SP:Iteration 82Q (18271.650000 sec): 3 clusters
  Score: Raw -6806171.026629 + Penalty 3660.980000 = -6802510.046630
  nChanged 1016
		SP:Iteration 83Q (18272.090000 sec): 3 clusters
  Score: Raw -6806466.763659 + Penalty 3660.980000 = -6802805.783659
  nChanged 1050
		SP:Iteration 84Q (18272.540000 sec): 3 clusters
  Score: Raw -6806797.587864 + Penalty 3660.980000 = -6803136.607864
  nChanged 1096
		SP:Iteration 85Q (18273.000000 sec): 3 clusters
  Score: Raw -6807190.612187 + Penalty 3660.980000 = -6803529.632187
  nChanged 1159
		SP:Iteration 86Q (18273.440000 sec): 3 clusters
  Score: Raw -6807656.940413 + Penalty 3660.980000 = -6803995.960414
  nChanged 1220
		SP:Iteration 87Q (18273.930000 sec): 3 clusters
  Score: Raw -6808200.956959 + Penalty 3660.980000 = -6804539.976960
  nChanged 1181
		SP:Iteration 88Q (18274.440000 sec): 3 clusters
  Score: Raw -6808746.762680 + Penalty 3660.980000 = -6805085.782680
  nChanged 1073
		SP:Iteration 89Q (18274.930000 sec): 3 clusters
  Score: Raw -6809233.575734 + Penalty 3660.980000 = -6805572.595734
  nChanged 971
		SP:Iteration 90Q (18275.380000 sec): 3 clusters
  Score: Raw -6809671.714143 + Penalty 3660.980000 = -6806010.734143
  nChanged 837
		SP:Iteration 91Q (18275.860000 sec): 3 clusters
  Score: Raw -6810027.322437 + Penalty 3660.980000 = -6806366.342437
  nChanged 711
		SP:Iteration 92Q (18276.380000 sec): 3 clusters
  Score: Raw -6810309.498285 + Penalty 3660.980000 = -6806648.518286
  nChanged 605
		SP:Iteration 93Q (18276.860000 sec): 3 clusters
  Score: Raw -6810548.670764 + Penalty 3660.980000 = -6806887.690765
  nChanged 500
		SP:Iteration 94Q (18277.410000 sec): 3 clusters
  Score: Raw -6810738.431432 + Penalty 3660.980000 = -6807077.451432
  nChanged 438
		SP:Iteration 95Q (18277.960000 sec): 3 clusters
  Score: Raw -6810906.015706 + Penalty 3660.980000 = -6807245.035706
  nChanged 413
		SP:Iteration 96Q (18278.510000 sec): 3 clusters
  Score: Raw -6811067.400447 + Penalty 3660.980000 = -6807406.420447
  nChanged 349
		SP:Iteration 97Q (18279.080000 sec): 3 clusters
  Score: Raw -6811211.055432 + Penalty 3660.980000 = -6807550.075432
  nChanged 281
		SP:Iteration 98Q (18279.610000 sec): 3 clusters
  Score: Raw -6811320.396313 + Penalty 3660.980000 = -6807659.416314
  nChanged 244
		SP:Iteration 99Q (18280.120000 sec): 3 clusters
  Score: Raw -6811418.633118 + Penalty 3660.980000 = -6807757.653118
  nChanged 224
		SP:Iteration 100F (18280.640000 sec): 3 clusters
  Score: Raw -6811503.755451 + Penalty 3660.980000 = -6807842.775452
  nChanged 168
		SP:Iteration 101Q (18281.150000 sec): 3 clusters
  Score: Raw -6811565.662270 + Penalty 3660.980000 = -6807904.682270
  nChanged 139
		SP:Iteration 102Q (18281.680000 sec): 3 clusters
  Score: Raw -6811612.925546 + Penalty 3660.980000 = -6807951.945546
  nChanged 118
		SP:Iteration 103Q (18282.240000 sec): 3 clusters
  Score: Raw -6811654.525806 + Penalty 3660.980000 = -6807993.545806
  nChanged 101
		SP:Iteration 104Q (18282.790000 sec): 3 clusters
  Score: Raw -6811687.329157 + Penalty 3660.980000 = -6808026.349158
  nChanged 75
		SP:Iteration 105Q (18283.300000 sec): 3 clusters
  Score: Raw -6811714.214585 + Penalty 3660.980000 = -6808053.234585
  nChanged 65
		SP:Iteration 106Q (18283.790000 sec): 3 clusters
  Score: Raw -6811732.402729 + Penalty 3660.980000 = -6808071.422730
  nChanged 58
		SP:Iteration 107Q (18284.270000 sec): 3 clusters
  Score: Raw -6811751.097520 + Penalty 3660.980000 = -6808090.117520
  nChanged 70
		SP:Iteration 108Q (18284.780000 sec): 3 clusters
  Score: Raw -6811778.200214 + Penalty 3660.980000 = -6808117.220214
  nChanged 55
		SP:Iteration 109Q (18285.300000 sec): 3 clusters
  Score: Raw -6811798.396129 + Penalty 3660.980000 = -6808137.416130
  nChanged 45
		SP:Iteration 110Q (18285.760000 sec): 3 clusters
  Score: Raw -6811809.055954 + Penalty 3660.980000 = -6808148.075955
  nChanged 37
		SP:Iteration 111Q (18286.260000 sec): 3 clusters
  Score: Raw -6811819.913976 + Penalty 3660.980000 = -6808158.933976
  nChanged 36
		SP:Iteration 112Q (18286.750000 sec): 3 clusters
  Score: Raw -6811831.959183 + Penalty 3660.980000 = -6808170.979184
  nChanged 31
		SP:Iteration 113Q (18287.220000 sec): 3 clusters
  Score: Raw -6811840.922713 + Penalty 3660.980000 = -6808179.942713
  nChanged 27
		SP:Iteration 114Q (18287.690000 sec): 3 clusters
  Score: Raw -6811848.939207 + Penalty 3660.980000 = -6808187.959208
  nChanged 21
		SP:Iteration 115Q (18288.210000 sec): 3 clusters
  Score: Raw -6811856.619476 + Penalty 3660.980000 = -6808195.639476
  nChanged 23
		SP:Iteration 116Q (18288.730000 sec): 3 clusters
  Score: Raw -6811864.856047 + Penalty 3660.980000 = -6808203.876048
  nChanged 30
		SP:Iteration 117Q (18289.210000 sec): 3 clusters
  Score: Raw -6811874.291058 + Penalty 3660.980000 = -6808213.311058
  nChanged 21
		SP:Iteration 118Q (18289.690000 sec): 3 clusters
  Score: Raw -6811880.913782 + Penalty 3660.980000 = -6808219.933782
  nChanged 23
		SP:Iteration 119Q (18290.210000 sec): 3 clusters
  Score: Raw -6811887.185833 + Penalty 3660.980000 = -6808226.205833
  nChanged 19
		SP:Iteration 120F (18290.790000 sec): 3 clusters
  Score: Raw -6811892.692790 + Penalty 3660.980000 = -6808231.712790
  nChanged 13
		SP:Iteration 121Q (18291.220000 sec): 3 clusters
  Score: Raw -6811896.749413 + Penalty 3660.980000 = -6808235.769413
  nChanged 13
		SP:Iteration 122Q (18291.710000 sec): 3 clusters
  Score: Raw -6811899.214205 + Penalty 3660.980000 = -6808238.234205
  nChanged 14
		SP:Iteration 123Q (18292.240000 sec): 3 clusters
  Score: Raw -6811902.538509 + Penalty 3660.980000 = -6808241.558509
  nChanged 10
		SP:Iteration 124Q (18292.700000 sec): 3 clusters
  Score: Raw -6811904.415125 + Penalty 3660.980000 = -6808243.435126
  nChanged 5
		SP:Iteration 125Q (18293.200000 sec): 3 clusters
  Score: Raw -6811905.462157 + Penalty 3660.980000 = -6808244.482157
  nChanged 8
		SP:Iteration 126Q (18293.670000 sec): 3 clusters
  Score: Raw -6811907.343850 + Penalty 3660.980000 = -6808246.363850
  nChanged 7
		SP:Iteration 127Q (18294.120000 sec): 3 clusters
  Score: Raw -6811908.887328 + Penalty 3660.980000 = -6808247.907328
  nChanged 4
		SP:Iteration 128Q (18294.600000 sec): 3 clusters
  Score: Raw -6811910.016367 + Penalty 3660.980000 = -6808249.036367
  nChanged 4
		SP:Iteration 129Q (18295.100000 sec): 3 clusters
  Score: Raw -6811910.621002 + Penalty 3660.980000 = -6808249.641002
  nChanged 1
		SP:Iteration 130Q (18295.560000 sec): 3 clusters
  Score: Raw -6811910.689162 + Penalty 3660.980000 = -6808249.709162
  nChanged 1
		SP:Iteration 131Q (18296.050000 sec): 3 clusters
  Score: Raw -6811910.840493 + Penalty 3660.980000 = -6808249.860493
  nChanged 0
		SP:Iteration 132F (18296.520000 sec): 3 clusters
  Score: Raw -6811910.840493 + Penalty 3660.980000 = -6808249.860493
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 25 (13168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18296.660000 sec): 2 clusters
  Score: Raw -1173157.383239 + Penalty 1541.401050 = -1171615.982189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18296.910000 sec): 3 clusters
  Score: Raw -1165533.534751 + Penalty 3082.802100 = -1162450.732651
  nChanged 5695
		SP:Iteration 1F (18297.160000 sec): 3 clusters
  Score: Raw -1168825.093338 + Penalty 3082.802100 = -1165742.291238
  nChanged 854
		SP:Iteration 2F (18297.420000 sec): 3 clusters
  Score: Raw -1169270.329952 + Penalty 3082.802100 = -1166187.527852
  nChanged 785
		SP:Iteration 3F (18297.610000 sec): 3 clusters
  Score: Raw -1169697.314257 + Penalty 3082.802100 = -1166614.512157
  nChanged 736
		SP:Iteration 4F (18297.870000 sec): 3 clusters
  Score: Raw -1170130.010445 + Penalty 3082.802100 = -1167047.208345
  nChanged 724
		SP:Iteration 5F (18298.080000 sec): 3 clusters
  Score: Raw -1170545.785568 + Penalty 3082.802100 = -1167462.983468
  nChanged 647
		SP:Iteration 6Q (18298.330000 sec): 3 clusters
  Score: Raw -1170920.543172 + Penalty 3082.802100 = -1167837.741072
  nChanged 595
		SP:Iteration 7Q (18298.560000 sec): 3 clusters
  Score: Raw -1171205.215734 + Penalty 3082.802100 = -1168122.413634
  nChanged 480
		SP:Iteration 8Q (18298.760000 sec): 3 clusters
  Score: Raw -1171411.863256 + Penalty 3082.802100 = -1168329.061156
  nChanged 428
		SP:Iteration 9Q (18298.990000 sec): 3 clusters
  Score: Raw -1171581.911708 + Penalty 3082.802100 = -1168499.109608
  nChanged 352
		SP:Iteration 10Q (18299.280000 sec): 3 clusters
  Score: Raw -1171712.420664 + Penalty 3082.802100 = -1168629.618564
  nChanged 325
		SP:Iteration 11Q (18299.530000 sec): 3 clusters
  Score: Raw -1171825.280546 + Penalty 3082.802100 = -1168742.478446
  nChanged 273
		SP:Iteration 12Q (18299.780000 sec): 3 clusters
  Score: Raw -1171924.929953 + Penalty 3082.802100 = -1168842.127853
  nChanged 266
		SP:Iteration 13Q (18300.020000 sec): 3 clusters
  Score: Raw -1172025.599311 + Penalty 3082.802100 = -1168942.797211
  nChanged 252
		SP:Iteration 14Q (18300.230000 sec): 3 clusters
  Score: Raw -1172112.390306 + Penalty 3082.802100 = -1169029.588206
  nChanged 225
		SP:Iteration 15Q (18300.480000 sec): 3 clusters
  Score: Raw -1172184.597872 + Penalty 3082.802100 = -1169101.795772
  nChanged 207
		SP:Iteration 16Q (18300.760000 sec): 3 clusters
  Score: Raw -1172257.363741 + Penalty 3082.802100 = -1169174.561641
  nChanged 196
		SP:Iteration 17Q (18301.070000 sec): 3 clusters
  Score: Raw -1172329.180016 + Penalty 3082.802100 = -1169246.377916
  nChanged 195
		SP:Iteration 18Q (18301.310000 sec): 3 clusters
  Score: Raw -1172390.489686 + Penalty 3082.802100 = -1169307.687586
  nChanged 168
		SP:Iteration 19Q (18301.600000 sec): 3 clusters
  Score: Raw -1172438.413784 + Penalty 3082.802100 = -1169355.611684
  nChanged 159
		SP:Iteration 20F (18301.800000 sec): 3 clusters
  Score: Raw -1172481.178316 + Penalty 3082.802100 = -1169398.376216
  nChanged 124
		SP:Iteration 21Q (18302.060000 sec): 3 clusters
  Score: Raw -1172509.446143 + Penalty 3082.802100 = -1169426.644043
  nChanged 103
		SP:Iteration 22Q (18302.320000 sec): 3 clusters
  Score: Raw -1172529.964316 + Penalty 3082.802100 = -1169447.162216
  nChanged 93
		SP:Iteration 23Q (18302.660000 sec): 3 clusters
  Score: Raw -1172547.179904 + Penalty 3082.802100 = -1169464.377804
  nChanged 77
		SP:Iteration 24Q (18302.940000 sec): 3 clusters
  Score: Raw -1172558.714602 + Penalty 3082.802100 = -1169475.912502
  nChanged 64
		SP:Iteration 25Q (18303.210000 sec): 3 clusters
  Score: Raw -1172568.902647 + Penalty 3082.802100 = -1169486.100547
  nChanged 71
		SP:Iteration 26Q (18303.460000 sec): 3 clusters
  Score: Raw -1172579.806186 + Penalty 3082.802100 = -1169497.004086
  nChanged 62
		SP:Iteration 27Q (18303.720000 sec): 3 clusters
  Score: Raw -1172588.147235 + Penalty 3082.802100 = -1169505.345135
  nChanged 46
		SP:Iteration 28Q (18303.960000 sec): 3 clusters
  Score: Raw -1172595.353300 + Penalty 3082.802100 = -1169512.551200
  nChanged 47
		SP:Iteration 29Q (18304.220000 sec): 3 clusters
  Score: Raw -1172601.478680 + Penalty 3082.802100 = -1169518.676580
  nChanged 46
		SP:Iteration 30Q (18304.510000 sec): 3 clusters
  Score: Raw -1172608.348719 + Penalty 3082.802100 = -1169525.546619
  nChanged 46
		SP:Iteration 31Q (18304.740000 sec): 3 clusters
  Score: Raw -1172615.023772 + Penalty 3082.802100 = -1169532.221672
  nChanged 37
		SP:Iteration 32Q (18305.060000 sec): 3 clusters
  Score: Raw -1172619.908465 + Penalty 3082.802100 = -1169537.106365
  nChanged 43
		SP:Iteration 33Q (18305.290000 sec): 3 clusters
  Score: Raw -1172626.661862 + Penalty 3082.802100 = -1169543.859762
  nChanged 41
		SP:Iteration 34Q (18305.550000 sec): 3 clusters
  Score: Raw -1172633.172172 + Penalty 3082.802100 = -1169550.370072
  nChanged 40
		SP:Iteration 35Q (18305.800000 sec): 3 clusters
  Score: Raw -1172639.390273 + Penalty 3082.802100 = -1169556.588173
  nChanged 34
		SP:Iteration 36Q (18306.120000 sec): 3 clusters
  Score: Raw -1172644.468092 + Penalty 3082.802100 = -1169561.665992
  nChanged 38
		SP:Iteration 37Q (18306.350000 sec): 3 clusters
  Score: Raw -1172649.821785 + Penalty 3082.802100 = -1169567.019685
  nChanged 39
		SP:Iteration 38Q (18306.590000 sec): 3 clusters
  Score: Raw -1172656.174962 + Penalty 3082.802100 = -1169573.372862
  nChanged 50
		SP:Iteration 39Q (18306.880000 sec): 3 clusters
  Score: Raw -1172664.687362 + Penalty 3082.802100 = -1169581.885262
  nChanged 59
		SP:Iteration 40F (18307.110000 sec): 3 clusters
  Score: Raw -1172674.375477 + Penalty 3082.802100 = -1169591.573377
  nChanged 60
		SP:Iteration 41Q (18307.330000 sec): 3 clusters
  Score: Raw -1172687.038027 + Penalty 3082.802100 = -1169604.235927
  nChanged 65
		SP:Iteration 42Q (18307.620000 sec): 3 clusters
  Score: Raw -1172698.554242 + Penalty 3082.802100 = -1169615.752142
  nChanged 60
		SP:Iteration 43Q (18307.860000 sec): 3 clusters
  Score: Raw -1172708.467231 + Penalty 3082.802100 = -1169625.665131
  nChanged 53
		SP:Iteration 44Q (18308.120000 sec): 3 clusters
  Score: Raw -1172717.981852 + Penalty 3082.802100 = -1169635.179752
  nChanged 67
		SP:Iteration 45Q (18308.380000 sec): 3 clusters
  Score: Raw -1172730.431719 + Penalty 3082.802100 = -1169647.629619
  nChanged 81
		SP:Iteration 46Q (18308.660000 sec): 3 clusters
  Score: Raw -1172749.004457 + Penalty 3082.802100 = -1169666.202357
  nChanged 94
		SP:Iteration 47Q (18308.900000 sec): 3 clusters
  Score: Raw -1172771.908418 + Penalty 3082.802100 = -1169689.106318
  nChanged 93
		SP:Iteration 48Q (18309.160000 sec): 3 clusters
  Score: Raw -1172792.695249 + Penalty 3082.802100 = -1169709.893149
  nChanged 90
		SP:Iteration 49Q (18309.520000 sec): 3 clusters
  Score: Raw -1172811.944401 + Penalty 3082.802100 = -1169729.142301
  nChanged 93
		SP:Iteration 50Q (18309.780000 sec): 3 clusters
  Score: Raw -1172837.388162 + Penalty 3082.802100 = -1169754.586062
  nChanged 114
		SP:Iteration 51Q (18310.050000 sec): 3 clusters
  Score: Raw -1172870.764661 + Penalty 3082.802100 = -1169787.962561
  nChanged 127
		SP:Iteration 52Q (18310.290000 sec): 3 clusters
  Score: Raw -1172911.198890 + Penalty 3082.802100 = -1169828.396790
  nChanged 129
		SP:Iteration 53Q (18310.540000 sec): 3 clusters
  Score: Raw -1172956.173387 + Penalty 3082.802100 = -1169873.371287
  nChanged 156
		SP:Iteration 54Q (18310.740000 sec): 3 clusters
  Score: Raw -1173009.836049 + Penalty 3082.802100 = -1169927.033949
  nChanged 147
		SP:Iteration 55Q (18310.960000 sec): 3 clusters
  Score: Raw -1173056.930910 + Penalty 3082.802100 = -1169974.128810
  nChanged 148
		SP:Iteration 56Q (18311.250000 sec): 3 clusters
  Score: Raw -1173103.204246 + Penalty 3082.802100 = -1170020.402146
  nChanged 144
		SP:Iteration 57Q (18311.490000 sec): 3 clusters
  Score: Raw -1173154.291197 + Penalty 3082.802100 = -1170071.489097
  nChanged 146
		SP:Iteration 58Q (18311.760000 sec): 3 clusters
  Score: Raw -1173206.415097 + Penalty 3082.802100 = -1170123.612997
  nChanged 147
		SP:Iteration 59Q (18312.060000 sec): 3 clusters
  Score: Raw -1173258.759350 + Penalty 3082.802100 = -1170175.957250
  nChanged 133
		SP:Iteration 60F (18312.320000 sec): 3 clusters
  Score: Raw -1173305.935691 + Penalty 3082.802100 = -1170223.133591
  nChanged 108
		SP:Iteration 61Q (18312.530000 sec): 3 clusters
  Score: Raw -1173338.316344 + Penalty 3082.802100 = -1170255.514244
  nChanged 105
		SP:Iteration 62Q (18312.740000 sec): 3 clusters
  Score: Raw -1173373.263933 + Penalty 3082.802100 = -1170290.461833
  nChanged 111
		SP:Iteration 63Q (18312.990000 sec): 3 clusters
  Score: Raw -1173411.260384 + Penalty 3082.802100 = -1170328.458284
  nChanged 97
		SP:Iteration 64Q (18313.310000 sec): 3 clusters
  Score: Raw -1173439.467152 + Penalty 3082.802100 = -1170356.665052
  nChanged 88
		SP:Iteration 65Q (18313.580000 sec): 3 clusters
  Score: Raw -1173459.884858 + Penalty 3082.802100 = -1170377.082758
  nChanged 62
		SP:Iteration 66Q (18313.840000 sec): 3 clusters
  Score: Raw -1173471.908638 + Penalty 3082.802100 = -1170389.106538
  nChanged 50
		SP:Iteration 67Q (18314.090000 sec): 3 clusters
  Score: Raw -1173481.857523 + Penalty 3082.802100 = -1170399.055423
  nChanged 49
		SP:Iteration 68Q (18314.300000 sec): 3 clusters
  Score: Raw -1173490.578109 + Penalty 3082.802100 = -1170407.776009
  nChanged 42
		SP:Iteration 69Q (18314.520000 sec): 3 clusters
  Score: Raw -1173497.125363 + Penalty 3082.802100 = -1170414.323263
  nChanged 33
		SP:Iteration 70Q (18314.760000 sec): 3 clusters
  Score: Raw -1173501.838281 + Penalty 3082.802100 = -1170419.036181
  nChanged 22
		SP:Iteration 71Q (18315.000000 sec): 3 clusters
  Score: Raw -1173505.132684 + Penalty 3082.802100 = -1170422.330584
  nChanged 24
		SP:Iteration 72Q (18315.270000 sec): 3 clusters
  Score: Raw -1173509.070316 + Penalty 3082.802100 = -1170426.268216
  nChanged 24
		SP:Iteration 73Q (18315.540000 sec): 3 clusters
  Score: Raw -1173512.897025 + Penalty 3082.802100 = -1170430.094925
  nChanged 27
		SP:Iteration 74Q (18315.880000 sec): 3 clusters
  Score: Raw -1173517.923616 + Penalty 3082.802100 = -1170435.121516
  nChanged 28
		SP:Iteration 75Q (18316.100000 sec): 3 clusters
  Score: Raw -1173521.799611 + Penalty 3082.802100 = -1170438.997511
  nChanged 24
		SP:Iteration 76Q (18316.310000 sec): 3 clusters
  Score: Raw -1173525.209228 + Penalty 3082.802100 = -1170442.407128
  nChanged 23
		SP:Iteration 77Q (18316.580000 sec): 3 clusters
  Score: Raw -1173528.466923 + Penalty 3082.802100 = -1170445.664823
  nChanged 16
		SP:Iteration 78Q (18316.840000 sec): 3 clusters
  Score: Raw -1173531.141024 + Penalty 3082.802100 = -1170448.338924
  nChanged 25
		SP:Iteration 79Q (18317.100000 sec): 3 clusters
  Score: Raw -1173535.029554 + Penalty 3082.802100 = -1170452.227454
  nChanged 24
		SP:Iteration 80F (18317.360000 sec): 3 clusters
  Score: Raw -1173538.633229 + Penalty 3082.802100 = -1170455.831129
  nChanged 22
		SP:Iteration 81Q (18317.590000 sec): 3 clusters
  Score: Raw -1173541.457901 + Penalty 3082.802100 = -1170458.655801
  nChanged 16
		SP:Iteration 82Q (18317.850000 sec): 3 clusters
  Score: Raw -1173543.599088 + Penalty 3082.802100 = -1170460.796988
  nChanged 15
		SP:Iteration 83Q (18318.110000 sec): 3 clusters
  Score: Raw -1173545.056150 + Penalty 3082.802100 = -1170462.254050
  nChanged 12
		SP:Iteration 84Q (18318.320000 sec): 3 clusters
  Score: Raw -1173546.375277 + Penalty 3082.802100 = -1170463.573177
  nChanged 11
		SP:Iteration 85Q (18318.550000 sec): 3 clusters
  Score: Raw -1173547.561173 + Penalty 3082.802100 = -1170464.759073
  nChanged 16
		SP:Iteration 86Q (18318.770000 sec): 3 clusters
  Score: Raw -1173550.045463 + Penalty 3082.802100 = -1170467.243363
  nChanged 19
		SP:Iteration 87Q (18319.020000 sec): 3 clusters
  Score: Raw -1173552.755553 + Penalty 3082.802100 = -1170469.953453
  nChanged 17
		SP:Iteration 88Q (18319.270000 sec): 3 clusters
  Score: Raw -1173555.412122 + Penalty 3082.802100 = -1170472.610022
  nChanged 8
		SP:Iteration 89Q (18319.450000 sec): 3 clusters
  Score: Raw -1173556.539111 + Penalty 3082.802100 = -1170473.737011
  nChanged 10
		SP:Iteration 90Q (18319.680000 sec): 3 clusters
  Score: Raw -1173557.977590 + Penalty 3082.802100 = -1170475.175490
  nChanged 10
		SP:Iteration 91Q (18319.920000 sec): 3 clusters
  Score: Raw -1173559.352028 + Penalty 3082.802100 = -1170476.549928
  nChanged 4
		SP:Iteration 92Q (18320.170000 sec): 3 clusters
  Score: Raw -1173559.877208 + Penalty 3082.802100 = -1170477.075108
  nChanged 6
		SP:Iteration 93Q (18320.390000 sec): 3 clusters
  Score: Raw -1173560.557973 + Penalty 3082.802100 = -1170477.755873
  nChanged 6
		SP:Iteration 94Q (18320.660000 sec): 3 clusters
  Score: Raw -1173561.160965 + Penalty 3082.802100 = -1170478.358865
  nChanged 8
		SP:Iteration 95Q (18320.930000 sec): 3 clusters
  Score: Raw -1173562.284750 + Penalty 3082.802100 = -1170479.482650
  nChanged 11
		SP:Iteration 96Q (18321.170000 sec): 3 clusters
  Score: Raw -1173563.442699 + Penalty 3082.802100 = -1170480.640599
  nChanged 16
		SP:Iteration 97Q (18321.460000 sec): 3 clusters
  Score: Raw -1173564.969215 + Penalty 3082.802100 = -1170482.167115
  nChanged 4
		SP:Iteration 98Q (18321.710000 sec): 3 clusters
  Score: Raw -1173565.335160 + Penalty 3082.802100 = -1170482.533060
  nChanged 3
		SP:Iteration 99Q (18321.960000 sec): 3 clusters
  Score: Raw -1173565.701239 + Penalty 3082.802100 = -1170482.899139
  nChanged 7
		SP:Iteration 100F (18322.180000 sec): 3 clusters
  Score: Raw -1173566.576349 + Penalty 3082.802100 = -1170483.774249
  nChanged 10
		SP:Iteration 101Q (18322.440000 sec): 3 clusters
  Score: Raw -1173567.842956 + Penalty 3082.802100 = -1170485.040856
  nChanged 11
		SP:Iteration 102Q (18322.700000 sec): 3 clusters
  Score: Raw -1173569.428919 + Penalty 3082.802100 = -1170486.626819
  nChanged 16
		SP:Iteration 103Q (18322.960000 sec): 3 clusters
  Score: Raw -1173571.377158 + Penalty 3082.802100 = -1170488.575058
  nChanged 11
		SP:Iteration 104Q (18323.230000 sec): 3 clusters
  Score: Raw -1173573.188491 + Penalty 3082.802100 = -1170490.386391
  nChanged 17
		SP:Iteration 105Q (18323.460000 sec): 3 clusters
  Score: Raw -1173575.593221 + Penalty 3082.802100 = -1170492.791121
  nChanged 14
		SP:Iteration 106Q (18323.720000 sec): 3 clusters
  Score: Raw -1173577.013574 + Penalty 3082.802100 = -1170494.211474
  nChanged 13
		SP:Iteration 107Q (18323.950000 sec): 3 clusters
  Score: Raw -1173578.613190 + Penalty 3082.802100 = -1170495.811090
  nChanged 16
		SP:Iteration 108Q (18324.150000 sec): 3 clusters
  Score: Raw -1173581.011480 + Penalty 3082.802100 = -1170498.209380
  nChanged 16
		SP:Iteration 109Q (18324.400000 sec): 3 clusters
  Score: Raw -1173583.537452 + Penalty 3082.802100 = -1170500.735352
  nChanged 16
		SP:Iteration 110Q (18324.660000 sec): 3 clusters
  Score: Raw -1173585.271450 + Penalty 3082.802100 = -1170502.469350
  nChanged 12
		SP:Iteration 111Q (18324.890000 sec): 3 clusters
  Score: Raw -1173587.291287 + Penalty 3082.802100 = -1170504.489187
  nChanged 15
		SP:Iteration 112Q (18325.110000 sec): 3 clusters
  Score: Raw -1173589.813334 + Penalty 3082.802100 = -1170507.011235
  nChanged 14
		SP:Iteration 113Q (18325.390000 sec): 3 clusters
  Score: Raw -1173592.234143 + Penalty 3082.802100 = -1170509.432043
  nChanged 14
		SP:Iteration 114Q (18325.620000 sec): 3 clusters
  Score: Raw -1173593.947210 + Penalty 3082.802100 = -1170511.145110
  nChanged 16
		SP:Iteration 115Q (18325.880000 sec): 3 clusters
  Score: Raw -1173595.669240 + Penalty 3082.802100 = -1170512.867140
  nChanged 12
		SP:Iteration 116Q (18326.140000 sec): 3 clusters
  Score: Raw -1173597.060373 + Penalty 3082.802100 = -1170514.258273
  nChanged 7
		SP:Iteration 117Q (18326.360000 sec): 3 clusters
  Score: Raw -1173597.705819 + Penalty 3082.802100 = -1170514.903719
  nChanged 5
		SP:Iteration 118Q (18326.570000 sec): 3 clusters
  Score: Raw -1173598.292840 + Penalty 3082.802100 = -1170515.490740
  nChanged 8
		SP:Iteration 119Q (18326.810000 sec): 3 clusters
  Score: Raw -1173599.222834 + Penalty 3082.802100 = -1170516.420734
  nChanged 7
		SP:Iteration 120F (18327.060000 sec): 3 clusters
  Score: Raw -1173599.960904 + Penalty 3082.802100 = -1170517.158804
  nChanged 4
		SP:Iteration 121Q (18327.250000 sec): 3 clusters
  Score: Raw -1173600.336174 + Penalty 3082.802100 = -1170517.534074
  nChanged 1
		SP:Iteration 122Q (18327.480000 sec): 3 clusters
  Score: Raw -1173600.610966 + Penalty 3082.802100 = -1170517.808866
  nChanged 4
		SP:Iteration 123Q (18327.730000 sec): 3 clusters
  Score: Raw -1173600.898638 + Penalty 3082.802100 = -1170518.096538
  nChanged 2
		SP:Iteration 124Q (18327.950000 sec): 3 clusters
  Score: Raw -1173601.156698 + Penalty 3082.802100 = -1170518.354598
  nChanged 2
		SP:Iteration 125Q (18328.150000 sec): 3 clusters
  Score: Raw -1173601.289530 + Penalty 3082.802100 = -1170518.487430
  nChanged 1
		SP:Iteration 126Q (18328.370000 sec): 3 clusters
  Score: Raw -1173601.378309 + Penalty 3082.802100 = -1170518.576209
  nChanged 1
		SP:Iteration 127Q (18328.570000 sec): 3 clusters
  Score: Raw -1173601.437593 + Penalty 3082.802100 = -1170518.635493
  nChanged 1
		SP:Iteration 128Q (18328.830000 sec): 3 clusters
  Score: Raw -1173601.588537 + Penalty 3082.802100 = -1170518.786437
  nChanged 1
		SP:Iteration 129Q (18329.060000 sec): 3 clusters
  Score: Raw -1173601.620523 + Penalty 3082.802100 = -1170518.818423
  nChanged 0
		SP:Iteration 130F (18329.280000 sec): 3 clusters
  Score: Raw -1173601.620523 + Penalty 3082.802100 = -1170518.818423
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 26 (53419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18329.600000 sec): 2 clusters
  Score: Raw -4634581.154373 + Penalty 1768.962287 = -4632812.192086
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18330.060000 sec): 3 clusters
  Score: Raw -4600686.407726 + Penalty 3537.924574 = -4597148.483151
  nChanged 25069
		SP:Iteration 1F (18330.460000 sec): 3 clusters
  Score: Raw -4615342.753321 + Penalty 3537.924574 = -4611804.828747
  nChanged 2620
		SP:Iteration 2Q (18330.890000 sec): 3 clusters
  Score: Raw -4616386.907952 + Penalty 3537.924574 = -4612848.983378
  nChanged 2934
		SP:Iteration 3F (18331.300000 sec): 3 clusters
  Score: Raw -4617719.143440 + Penalty 3537.924574 = -4614181.218865
  nChanged 3143
		SP:Iteration 4F (18331.690000 sec): 3 clusters
  Score: Raw -4619329.631938 + Penalty 3537.924574 = -4615791.707364
  nChanged 3276
		SP:Iteration 5F (18332.100000 sec): 3 clusters
  Score: Raw -4620959.196565 + Penalty 3537.924574 = -4617421.271991
  nChanged 3041
		SP:Iteration 6F (18332.530000 sec): 3 clusters
  Score: Raw -4622395.494594 + Penalty 3537.924574 = -4618857.570020
  nChanged 2654
		SP:Iteration 7Q (18332.930000 sec): 3 clusters
  Score: Raw -4623483.141891 + Penalty 3537.924574 = -4619945.217317
  nChanged 2184
		SP:Iteration 8Q (18333.370000 sec): 3 clusters
  Score: Raw -4624267.021328 + Penalty 3537.924574 = -4620729.096754
  nChanged 1682
		SP:Iteration 9Q (18333.790000 sec): 3 clusters
  Score: Raw -4624824.234623 + Penalty 3537.924574 = -4621286.310049
  nChanged 1497
		SP:Iteration 10Q (18334.250000 sec): 3 clusters
  Score: Raw -4625360.914304 + Penalty 3537.924574 = -4621822.989730
  nChanged 1502
		SP:Iteration 11Q (18334.700000 sec): 3 clusters
  Score: Raw -4625987.420008 + Penalty 3537.924574 = -4622449.495434
  nChanged 1636
		SP:Iteration 12Q (18335.180000 sec): 3 clusters
  Score: Raw -4626771.725038 + Penalty 3537.924574 = -4623233.800464
  nChanged 1818
		SP:Iteration 13Q (18335.660000 sec): 3 clusters
  Score: Raw -4627755.748865 + Penalty 3537.924574 = -4624217.824291
  nChanged 1881
		SP:Iteration 14Q (18336.100000 sec): 3 clusters
  Score: Raw -4628973.590167 + Penalty 3537.924574 = -4625435.665592
  nChanged 2033
		SP:Iteration 15Q (18336.550000 sec): 3 clusters
  Score: Raw -4630482.283841 + Penalty 3537.924574 = -4626944.359267
  nChanged 1861
		SP:Iteration 16Q (18336.990000 sec): 3 clusters
  Score: Raw -4631979.996938 + Penalty 3537.924574 = -4628442.072364
  nChanged 1440
		SP:Iteration 17Q (18337.460000 sec): 3 clusters
  Score: Raw -4633174.104654 + Penalty 3537.924574 = -4629636.180080
  nChanged 964
		SP:Iteration 18Q (18337.830000 sec): 3 clusters
  Score: Raw -4634007.787799 + Penalty 3537.924574 = -4630469.863224
  nChanged 536
		SP:Iteration 19Q (18338.220000 sec): 3 clusters
  Score: Raw -4634469.621014 + Penalty 3537.924574 = -4630931.696440
  nChanged 282
		SP:Iteration 20F (18338.630000 sec): 3 clusters
  Score: Raw -4634671.508803 + Penalty 3537.924574 = -4631133.584229
  nChanged 162
		SP:Iteration 21Q (18339.070000 sec): 3 clusters
  Score: Raw -4634776.369342 + Penalty 3537.924574 = -4631238.444768
  nChanged 101
		SP:Iteration 22Q (18339.480000 sec): 3 clusters
  Score: Raw -4634833.233488 + Penalty 3537.924574 = -4631295.308914
  nChanged 65
		SP:Iteration 23Q (18339.860000 sec): 3 clusters
  Score: Raw -4634866.681700 + Penalty 3537.924574 = -4631328.757126
  nChanged 43
		SP:Iteration 24Q (18340.290000 sec): 3 clusters
  Score: Raw -4634886.207591 + Penalty 3537.924574 = -4631348.283017
  nChanged 30
		SP:Iteration 25Q (18340.650000 sec): 3 clusters
  Score: Raw -4634898.301651 + Penalty 3537.924574 = -4631360.377077
  nChanged 22
		SP:Iteration 26Q (18341.080000 sec): 3 clusters
  Score: Raw -4634906.592379 + Penalty 3537.924574 = -4631368.667805
  nChanged 15
		SP:Iteration 27Q (18341.440000 sec): 3 clusters
  Score: Raw -4634911.163324 + Penalty 3537.924574 = -4631373.238750
  nChanged 8
		SP:Iteration 28Q (18341.860000 sec): 3 clusters
  Score: Raw -4634914.164242 + Penalty 3537.924574 = -4631376.239667
  nChanged 8
		SP:Iteration 29Q (18342.250000 sec): 3 clusters
  Score: Raw -4634918.007582 + Penalty 3537.924574 = -4631380.083007
  nChanged 8
		SP:Iteration 30Q (18342.640000 sec): 3 clusters
  Score: Raw -4634921.507059 + Penalty 3537.924574 = -4631383.582484
  nChanged 11
		SP:Iteration 31Q (18343.030000 sec): 3 clusters
  Score: Raw -4634926.103640 + Penalty 3537.924574 = -4631388.179066
  nChanged 9
		SP:Iteration 32Q (18343.400000 sec): 3 clusters
  Score: Raw -4634930.519150 + Penalty 3537.924574 = -4631392.594575
  nChanged 11
		SP:Iteration 33Q (18343.760000 sec): 3 clusters
  Score: Raw -4634933.867814 + Penalty 3537.924574 = -4631395.943240
  nChanged 8
		SP:Iteration 34Q (18344.190000 sec): 3 clusters
  Score: Raw -4634936.412333 + Penalty 3537.924574 = -4631398.487758
  nChanged 6
		SP:Iteration 35Q (18344.590000 sec): 3 clusters
  Score: Raw -4634938.364557 + Penalty 3537.924574 = -4631400.439982
  nChanged 5
		SP:Iteration 36Q (18344.950000 sec): 3 clusters
  Score: Raw -4634939.948290 + Penalty 3537.924574 = -4631402.023716
  nChanged 4
		SP:Iteration 37Q (18345.330000 sec): 3 clusters
  Score: Raw -4634941.636015 + Penalty 3537.924574 = -4631403.711441
  nChanged 2
		SP:Iteration 38Q (18345.740000 sec): 3 clusters
  Score: Raw -4634942.635359 + Penalty 3537.924574 = -4631404.710785
  nChanged 4
		SP:Iteration 39Q (18346.120000 sec): 3 clusters
  Score: Raw -4634945.395176 + Penalty 3537.924574 = -4631407.470601
  nChanged 6
		SP:Iteration 40F (18346.540000 sec): 3 clusters
  Score: Raw -4634947.352870 + Penalty 3537.924574 = -4631409.428295
  nChanged 4
		SP:Iteration 41Q (18347.010000 sec): 3 clusters
  Score: Raw -4634948.902253 + Penalty 3537.924574 = -4631410.977679
  nChanged 2
		SP:Iteration 42Q (18347.420000 sec): 3 clusters
  Score: Raw -4634949.369346 + Penalty 3537.924574 = -4631411.444772
  nChanged 3
		SP:Iteration 43Q (18347.840000 sec): 3 clusters
  Score: Raw -4634950.140151 + Penalty 3537.924574 = -4631412.215577
  nChanged 2
		SP:Iteration 44Q (18348.230000 sec): 3 clusters
  Score: Raw -4634950.626804 + Penalty 3537.924574 = -4631412.702229
  nChanged 0
		SP:Iteration 45F (18348.660000 sec): 3 clusters
  Score: Raw -4634950.626804 + Penalty 3537.924574 = -4631412.702229
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 27 (150980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18349.420000 sec): 2 clusters
  Score: Raw -13128296.495477 + Penalty 1937.796682 = -13126358.698795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18350.270000 sec): 3 clusters
  Score: Raw -13029047.537172 + Penalty 3875.593363 = -13025171.943809
  nChanged 72774
		SP:Iteration 1F (18351.060000 sec): 3 clusters
  Score: Raw -13071731.103721 + Penalty 3875.593363 = -13067855.510357
  nChanged 4681
		SP:Iteration 2Q (18351.980000 sec): 3 clusters
  Score: Raw -13072932.474122 + Penalty 3875.593363 = -13069056.880759
  nChanged 5575
		SP:Iteration 3Q (18352.850000 sec): 3 clusters
  Score: Raw -13074824.926677 + Penalty 3875.593363 = -13070949.333314
  nChanged 7127
		SP:Iteration 4Q (18353.770000 sec): 3 clusters
  Score: Raw -13077992.399001 + Penalty 3875.593363 = -13074116.805637
  nChanged 8823
		SP:Iteration 5F (18354.630000 sec): 3 clusters
  Score: Raw -13083098.539144 + Penalty 3875.593363 = -13079222.945781
  nChanged 10695
		SP:Iteration 6F (18355.450000 sec): 3 clusters
  Score: Raw -13090775.431722 + Penalty 3875.593363 = -13086899.838358
  nChanged 11509
		SP:Iteration 7F (18356.290000 sec): 3 clusters
  Score: Raw -13100428.543662 + Penalty 3875.593363 = -13096552.950299
  nChanged 10688
		SP:Iteration 8F (18357.130000 sec): 3 clusters
  Score: Raw -13110103.028496 + Penalty 3875.593363 = -13106227.435133
  nChanged 8406
		SP:Iteration 9F (18357.990000 sec): 3 clusters
  Score: Raw -13117811.397753 + Penalty 3875.593363 = -13113935.804390
  nChanged 5824
		SP:Iteration 10Q (18358.840000 sec): 3 clusters
  Score: Raw -13123093.225180 + Penalty 3875.593363 = -13119217.631816
  nChanged 3369
		SP:Iteration 11Q (18359.670000 sec): 3 clusters
  Score: Raw -13126020.082223 + Penalty 3875.593363 = -13122144.488860
  nChanged 1692
		SP:Iteration 12Q (18360.380000 sec): 3 clusters
  Score: Raw -13127398.373370 + Penalty 3875.593363 = -13123522.780006
  nChanged 790
		SP:Iteration 13Q (18361.150000 sec): 3 clusters
  Score: Raw -13127998.337465 + Penalty 3875.593363 = -13124122.744102
  nChanged 352
		SP:Iteration 14Q (18361.950000 sec): 3 clusters
  Score: Raw -13128271.515871 + Penalty 3875.593363 = -13124395.922508
  nChanged 181
		SP:Iteration 15Q (18362.710000 sec): 3 clusters
  Score: Raw -13128423.546599 + Penalty 3875.593363 = -13124547.953235
  nChanged 101
		SP:Iteration 16Q (18363.460000 sec): 3 clusters
  Score: Raw -13128491.477231 + Penalty 3875.593363 = -13124615.883867
  nChanged 71
		SP:Iteration 17Q (18364.200000 sec): 3 clusters
  Score: Raw -13128539.446964 + Penalty 3875.593363 = -13124663.853601
  nChanged 45
		SP:Iteration 18Q (18364.940000 sec): 3 clusters
  Score: Raw -13128566.845414 + Penalty 3875.593363 = -13124691.252051
  nChanged 31
		SP:Iteration 19Q (18365.740000 sec): 3 clusters
  Score: Raw -13128589.749534 + Penalty 3875.593363 = -13124714.156171
  nChanged 33
		SP:Iteration 20F (18366.640000 sec): 3 clusters
  Score: Raw -13128616.702248 + Penalty 3875.593363 = -13124741.108884
  nChanged 22
		SP:Iteration 21Q (18367.480000 sec): 3 clusters
  Score: Raw -13128632.030339 + Penalty 3875.593363 = -13124756.436976
  nChanged 21
		SP:Iteration 22Q (18368.330000 sec): 3 clusters
  Score: Raw -13128645.396091 + Penalty 3875.593363 = -13124769.802728
  nChanged 16
		SP:Iteration 23Q (18369.080000 sec): 3 clusters
  Score: Raw -13128657.281863 + Penalty 3875.593363 = -13124781.688500
  nChanged 14
		SP:Iteration 24Q (18369.830000 sec): 3 clusters
  Score: Raw -13128665.768407 + Penalty 3875.593363 = -13124790.175044
  nChanged 16
		SP:Iteration 25Q (18370.580000 sec): 3 clusters
  Score: Raw -13128674.131263 + Penalty 3875.593363 = -13124798.537900
  nChanged 13
		SP:Iteration 26Q (18371.360000 sec): 3 clusters
  Score: Raw -13128682.711965 + Penalty 3875.593363 = -13124807.118602
  nChanged 10
		SP:Iteration 27Q (18372.120000 sec): 3 clusters
  Score: Raw -13128691.866975 + Penalty 3875.593363 = -13124816.273612
  nChanged 12
		SP:Iteration 28Q (18372.960000 sec): 3 clusters
  Score: Raw -13128699.273057 + Penalty 3875.593363 = -13124823.679694
  nChanged 7
		SP:Iteration 29Q (18373.810000 sec): 3 clusters
  Score: Raw -13128703.755687 + Penalty 3875.593363 = -13124828.162323
  nChanged 10
		SP:Iteration 30Q (18374.580000 sec): 3 clusters
  Score: Raw -13128712.526927 + Penalty 3875.593363 = -13124836.933564
  nChanged 10
		SP:Iteration 31Q (18375.380000 sec): 3 clusters
  Score: Raw -13128718.566863 + Penalty 3875.593363 = -13124842.973500
  nChanged 2
		SP:Iteration 32Q (18376.200000 sec): 3 clusters
  Score: Raw -13128720.161487 + Penalty 3875.593363 = -13124844.568124
  nChanged 5
		SP:Iteration 33Q (18376.970000 sec): 3 clusters
  Score: Raw -13128723.120115 + Penalty 3875.593363 = -13124847.526751
  nChanged 4
		SP:Iteration 34Q (18377.740000 sec): 3 clusters
  Score: Raw -13128725.989779 + Penalty 3875.593363 = -13124850.396415
  nChanged 2
		SP:Iteration 35Q (18378.540000 sec): 3 clusters
  Score: Raw -13128727.190192 + Penalty 3875.593363 = -13124851.596829
  nChanged 2
		SP:Iteration 36Q (18379.360000 sec): 3 clusters
  Score: Raw -13128727.993534 + Penalty 3875.593363 = -13124852.400171
  nChanged 1
		SP:Iteration 37Q (18380.060000 sec): 3 clusters
  Score: Raw -13128728.181969 + Penalty 3875.593363 = -13124852.588605
  nChanged 0
		SP:Iteration 38F (18380.900000 sec): 3 clusters
  Score: Raw -13128728.181969 + Penalty 3875.593363 = -13124852.588605
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 28 (6286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18381.120000 sec): 2 clusters
  Score: Raw -524687.633184 + Penalty 1421.238035 = -523266.395149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18381.350000 sec): 3 clusters
  Score: Raw -521351.933829 + Penalty 2842.476071 = -518509.457758
  nChanged 2571
		SP:Iteration 1F (18381.530000 sec): 3 clusters
  Score: Raw -522937.129770 + Penalty 2842.476071 = -520094.653699
  nChanged 450
		SP:Iteration 2F (18381.730000 sec): 3 clusters
  Score: Raw -523203.733415 + Penalty 2842.476071 = -520361.257345
  nChanged 383
		SP:Iteration 3F (18381.980000 sec): 3 clusters
  Score: Raw -523441.565632 + Penalty 2842.476071 = -520599.089562
  nChanged 385
		SP:Iteration 4F (18382.160000 sec): 3 clusters
  Score: Raw -523714.534874 + Penalty 2842.476071 = -520872.058804
  nChanged 374
		SP:Iteration 5F (18382.340000 sec): 3 clusters
  Score: Raw -523986.922663 + Penalty 2842.476071 = -521144.446593
  nChanged 329
		SP:Iteration 6F (18382.530000 sec): 3 clusters
  Score: Raw -524233.625315 + Penalty 2842.476071 = -521391.149244
  nChanged 291
		SP:Iteration 7Q (18382.700000 sec): 3 clusters
  Score: Raw -524421.627850 + Penalty 2842.476071 = -521579.151780
  nChanged 249
		SP:Iteration 8Q (18382.900000 sec): 3 clusters
  Score: Raw -524561.769298 + Penalty 2842.476071 = -521719.293227
  nChanged 167
		SP:Iteration 9Q (18383.120000 sec): 3 clusters
  Score: Raw -524644.344871 + Penalty 2842.476071 = -521801.868800
  nChanged 113
		SP:Iteration 10Q (18383.350000 sec): 3 clusters
  Score: Raw -524690.182036 + Penalty 2842.476071 = -521847.705965
  nChanged 85
		SP:Iteration 11Q (18383.550000 sec): 3 clusters
  Score: Raw -524721.949383 + Penalty 2842.476071 = -521879.473312
  nChanged 64
		SP:Iteration 12Q (18383.770000 sec): 3 clusters
  Score: Raw -524744.772459 + Penalty 2842.476071 = -521902.296388
  nChanged 48
		SP:Iteration 13Q (18384.010000 sec): 3 clusters
  Score: Raw -524760.135048 + Penalty 2842.476071 = -521917.658978
  nChanged 41
		SP:Iteration 14Q (18384.280000 sec): 3 clusters
  Score: Raw -524771.000340 + Penalty 2842.476071 = -521928.524269
  nChanged 30
		SP:Iteration 15Q (18384.480000 sec): 3 clusters
  Score: Raw -524778.783945 + Penalty 2842.476071 = -521936.307874
  nChanged 18
		SP:Iteration 16Q (18384.750000 sec): 3 clusters
  Score: Raw -524784.565082 + Penalty 2842.476071 = -521942.089012
  nChanged 20
		SP:Iteration 17Q (18384.990000 sec): 3 clusters
  Score: Raw -524789.035653 + Penalty 2842.476071 = -521946.559583
  nChanged 16
		SP:Iteration 18Q (18385.230000 sec): 3 clusters
  Score: Raw -524792.846063 + Penalty 2842.476071 = -521950.369993
  nChanged 13
		SP:Iteration 19Q (18385.430000 sec): 3 clusters
  Score: Raw -524795.344806 + Penalty 2842.476071 = -521952.868735
  nChanged 13
		SP:Iteration 20F (18385.650000 sec): 3 clusters
  Score: Raw -524798.396663 + Penalty 2842.476071 = -521955.920592
  nChanged 7
		SP:Iteration 21Q (18385.900000 sec): 3 clusters
  Score: Raw -524800.391385 + Penalty 2842.476071 = -521957.915315
  nChanged 8
		SP:Iteration 22Q (18386.110000 sec): 3 clusters
  Score: Raw -524802.814249 + Penalty 2842.476071 = -521960.338178
  nChanged 8
		SP:Iteration 23Q (18386.360000 sec): 3 clusters
  Score: Raw -524804.547393 + Penalty 2842.476071 = -521962.071323
  nChanged 1
		SP:Iteration 24Q (18386.550000 sec): 3 clusters
  Score: Raw -524804.634318 + Penalty 2842.476071 = -521962.158247
  nChanged 0
		SP:Iteration 25F (18386.830000 sec): 3 clusters
  Score: Raw -524804.634318 + Penalty 2842.476071 = -521962.158247
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 29 (3532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18386.950000 sec): 2 clusters
  Score: Raw -278301.917282 + Penalty 1327.563179 = -276974.354103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18387.120000 sec): 3 clusters
  Score: Raw -276593.869615 + Penalty 2655.126358 = -273938.743258
  nChanged 1374
		SP:Iteration 1F (18387.310000 sec): 3 clusters
  Score: Raw -277504.758140 + Penalty 2655.126358 = -274849.631782
  nChanged 286
		SP:Iteration 2F (18387.510000 sec): 3 clusters
  Score: Raw -277714.069081 + Penalty 2655.126358 = -275058.942723
  nChanged 222
		SP:Iteration 3F (18387.750000 sec): 3 clusters
  Score: Raw -277915.366589 + Penalty 2655.126358 = -275260.240231
  nChanged 207
		SP:Iteration 4F (18387.940000 sec): 3 clusters
  Score: Raw -278103.811238 + Penalty 2655.126358 = -275448.684880
  nChanged 195
		SP:Iteration 5F (18388.140000 sec): 3 clusters
  Score: Raw -278293.382916 + Penalty 2655.126358 = -275638.256558
  nChanged 168
		SP:Iteration 6Q (18388.350000 sec): 3 clusters
  Score: Raw -278434.340167 + Penalty 2655.126358 = -275779.213809
  nChanged 125
		SP:Iteration 7Q (18388.510000 sec): 3 clusters
  Score: Raw -278531.265852 + Penalty 2655.126358 = -275876.139494
  nChanged 103
		SP:Iteration 8Q (18388.750000 sec): 3 clusters
  Score: Raw -278605.799323 + Penalty 2655.126358 = -275950.672966
  nChanged 75
		SP:Iteration 9Q (18388.930000 sec): 3 clusters
  Score: Raw -278671.755727 + Penalty 2655.126358 = -276016.629369
  nChanged 67
		SP:Iteration 10Q (18389.180000 sec): 3 clusters
  Score: Raw -278719.759378 + Penalty 2655.126358 = -276064.633020
  nChanged 62
		SP:Iteration 11Q (18389.390000 sec): 3 clusters
  Score: Raw -278768.347188 + Penalty 2655.126358 = -276113.220831
  nChanged 60
		SP:Iteration 12Q (18389.590000 sec): 3 clusters
  Score: Raw -278805.194504 + Penalty 2655.126358 = -276150.068146
  nChanged 61
		SP:Iteration 13Q (18389.810000 sec): 3 clusters
  Score: Raw -278848.550049 + Penalty 2655.126358 = -276193.423691
  nChanged 63
		SP:Iteration 14Q (18390.110000 sec): 3 clusters
  Score: Raw -278886.585032 + Penalty 2655.126358 = -276231.458675
  nChanged 52
		SP:Iteration 15Q (18390.350000 sec): 3 clusters
  Score: Raw -278917.416473 + Penalty 2655.126358 = -276262.290115
  nChanged 44
		SP:Iteration 16Q (18390.590000 sec): 3 clusters
  Score: Raw -278941.804245 + Penalty 2655.126358 = -276286.677888
  nChanged 29
		SP:Iteration 17Q (18390.720000 sec): 3 clusters
  Score: Raw -278958.279501 + Penalty 2655.126358 = -276303.153143
  nChanged 29
		SP:Iteration 18Q (18390.920000 sec): 3 clusters
  Score: Raw -278972.524240 + Penalty 2655.126358 = -276317.397882
  nChanged 21
		SP:Iteration 19Q (18391.130000 sec): 3 clusters
  Score: Raw -278980.108904 + Penalty 2655.126358 = -276324.982546
  nChanged 20
		SP:Iteration 20F (18391.390000 sec): 3 clusters
  Score: Raw -278990.788404 + Penalty 2655.126358 = -276335.662047
  nChanged 14
		SP:Iteration 21Q (18391.580000 sec): 3 clusters
  Score: Raw -278997.566253 + Penalty 2655.126358 = -276342.439895
  nChanged 14
		SP:Iteration 22Q (18391.820000 sec): 3 clusters
  Score: Raw -279002.576125 + Penalty 2655.126358 = -276347.449767
  nChanged 13
		SP:Iteration 23Q (18392.020000 sec): 3 clusters
  Score: Raw -279007.249004 + Penalty 2655.126358 = -276352.122646
  nChanged 14
		SP:Iteration 24Q (18392.230000 sec): 3 clusters
  Score: Raw -279012.836963 + Penalty 2655.126358 = -276357.710605
  nChanged 14
		SP:Iteration 25Q (18392.420000 sec): 3 clusters
  Score: Raw -279018.047978 + Penalty 2655.126358 = -276362.921620
  nChanged 14
		SP:Iteration 26Q (18392.620000 sec): 3 clusters
  Score: Raw -279022.233944 + Penalty 2655.126358 = -276367.107587
  nChanged 8
		SP:Iteration 27Q (18392.800000 sec): 3 clusters
  Score: Raw -279024.050750 + Penalty 2655.126358 = -276368.924393
  nChanged 7
		SP:Iteration 28Q (18393.060000 sec): 3 clusters
  Score: Raw -279025.829760 + Penalty 2655.126358 = -276370.703402
  nChanged 6
		SP:Iteration 29Q (18393.230000 sec): 3 clusters
  Score: Raw -279028.455438 + Penalty 2655.126358 = -276373.329081
  nChanged 6
		SP:Iteration 30Q (18393.420000 sec): 3 clusters
  Score: Raw -279030.904702 + Penalty 2655.126358 = -276375.778345
  nChanged 5
		SP:Iteration 31Q (18393.590000 sec): 3 clusters
  Score: Raw -279032.984847 + Penalty 2655.126358 = -276377.858489
  nChanged 3
		SP:Iteration 32Q (18393.830000 sec): 3 clusters
  Score: Raw -279033.683584 + Penalty 2655.126358 = -276378.557226
  nChanged 1
		SP:Iteration 33Q (18394.050000 sec): 3 clusters
  Score: Raw -279033.893000 + Penalty 2655.126358 = -276378.766642
  nChanged 0
		SP:Iteration 34F (18394.270000 sec): 3 clusters
  Score: Raw -279033.893000 + Penalty 2655.126358 = -276378.766642
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 30 (3944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18394.440000 sec): 2 clusters
  Score: Raw -338069.221084 + Penalty 1345.491991 = -336723.729092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18394.670000 sec): 3 clusters
  Score: Raw -336119.114568 + Penalty 2690.983983 = -333428.130586
  nChanged 1518
		SP:Iteration 1F (18394.860000 sec): 3 clusters
  Score: Raw -336915.536841 + Penalty 2690.983983 = -334224.552858
  nChanged 260
		SP:Iteration 2F (18395.130000 sec): 3 clusters
  Score: Raw -337054.027813 + Penalty 2690.983983 = -334363.043831
  nChanged 192
		SP:Iteration 3Q (18395.370000 sec): 3 clusters
  Score: Raw -337146.417755 + Penalty 2690.983983 = -334455.433773
  nChanged 147
		SP:Iteration 4Q (18395.610000 sec): 3 clusters
  Score: Raw -337217.501817 + Penalty 2690.983983 = -334526.517835
  nChanged 126
		SP:Iteration 5Q (18395.850000 sec): 3 clusters
  Score: Raw -337280.469159 + Penalty 2690.983983 = -334589.485176
  nChanged 95
		SP:Iteration 6Q (18396.020000 sec): 3 clusters
  Score: Raw -337318.411523 + Penalty 2690.983983 = -334627.427540
  nChanged 71
		SP:Iteration 7Q (18396.240000 sec): 3 clusters
  Score: Raw -337343.729969 + Penalty 2690.983983 = -334652.745987
  nChanged 56
		SP:Iteration 8Q (18396.470000 sec): 3 clusters
  Score: Raw -337362.071590 + Penalty 2690.983983 = -334671.087608
  nChanged 44
		SP:Iteration 9Q (18396.710000 sec): 3 clusters
  Score: Raw -337373.086703 + Penalty 2690.983983 = -334682.102720
  nChanged 33
		SP:Iteration 10Q (18396.860000 sec): 3 clusters
  Score: Raw -337381.603792 + Penalty 2690.983983 = -334690.619810
  nChanged 21
		SP:Iteration 11Q (18397.080000 sec): 3 clusters
  Score: Raw -337387.523264 + Penalty 2690.983983 = -334696.539281
  nChanged 25
		SP:Iteration 12Q (18397.290000 sec): 3 clusters
  Score: Raw -337396.123278 + Penalty 2690.983983 = -334705.139295
  nChanged 30
		SP:Iteration 13Q (18397.480000 sec): 3 clusters
  Score: Raw -337406.606404 + Penalty 2690.983983 = -334715.622422
  nChanged 33
		SP:Iteration 14Q (18397.670000 sec): 3 clusters
  Score: Raw -337419.016129 + Penalty 2690.983983 = -334728.032147
  nChanged 38
		SP:Iteration 15Q (18397.830000 sec): 3 clusters
  Score: Raw -337429.705880 + Penalty 2690.983983 = -334738.721897
  nChanged 26
		SP:Iteration 16Q (18398.010000 sec): 3 clusters
  Score: Raw -337439.760184 + Penalty 2690.983983 = -334748.776202
  nChanged 34
		SP:Iteration 17Q (18398.200000 sec): 3 clusters
  Score: Raw -337451.120550 + Penalty 2690.983983 = -334760.136568
  nChanged 30
		SP:Iteration 18Q (18398.380000 sec): 3 clusters
  Score: Raw -337463.786545 + Penalty 2690.983983 = -334772.802562
  nChanged 29
		SP:Iteration 19Q (18398.560000 sec): 3 clusters
  Score: Raw -337471.976181 + Penalty 2690.983983 = -334780.992198
  nChanged 22
		SP:Iteration 20F (18398.740000 sec): 3 clusters
  Score: Raw -337479.239528 + Penalty 2690.983983 = -334788.255545
  nChanged 25
		SP:Iteration 21Q (18398.910000 sec): 3 clusters
  Score: Raw -337486.340935 + Penalty 2690.983983 = -334795.356952
  nChanged 19
		SP:Iteration 22Q (18399.090000 sec): 3 clusters
  Score: Raw -337491.734487 + Penalty 2690.983983 = -334800.750505
  nChanged 22
		SP:Iteration 23Q (18399.280000 sec): 3 clusters
  Score: Raw -337496.617216 + Penalty 2690.983983 = -334805.633234
  nChanged 18
		SP:Iteration 24Q (18399.480000 sec): 3 clusters
  Score: Raw -337500.758230 + Penalty 2690.983983 = -334809.774248
  nChanged 14
		SP:Iteration 25Q (18399.710000 sec): 3 clusters
  Score: Raw -337506.471825 + Penalty 2690.983983 = -334815.487842
  nChanged 18
		SP:Iteration 26Q (18399.920000 sec): 3 clusters
  Score: Raw -337513.121623 + Penalty 2690.983983 = -334822.137640
  nChanged 28
		SP:Iteration 27Q (18400.160000 sec): 3 clusters
  Score: Raw -337523.162717 + Penalty 2690.983983 = -334832.178735
  nChanged 29
		SP:Iteration 28Q (18400.390000 sec): 3 clusters
  Score: Raw -337531.972726 + Penalty 2690.983983 = -334840.988743
  nChanged 32
		SP:Iteration 29Q (18400.570000 sec): 3 clusters
  Score: Raw -337540.376375 + Penalty 2690.983983 = -334849.392392
  nChanged 20
		SP:Iteration 30Q (18400.830000 sec): 3 clusters
  Score: Raw -337545.177183 + Penalty 2690.983983 = -334854.193200
  nChanged 19
		SP:Iteration 31Q (18401.040000 sec): 3 clusters
  Score: Raw -337549.712125 + Penalty 2690.983983 = -334858.728142
  nChanged 14
		SP:Iteration 32Q (18401.240000 sec): 3 clusters
  Score: Raw -337553.092943 + Penalty 2690.983983 = -334862.108961
  nChanged 19
		SP:Iteration 33Q (18401.400000 sec): 3 clusters
  Score: Raw -337560.117350 + Penalty 2690.983983 = -334869.133367
  nChanged 21
		SP:Iteration 34Q (18401.620000 sec): 3 clusters
  Score: Raw -337566.656639 + Penalty 2690.983983 = -334875.672657
  nChanged 20
		SP:Iteration 35Q (18401.770000 sec): 3 clusters
  Score: Raw -337574.249576 + Penalty 2690.983983 = -334883.265594
  nChanged 22
		SP:Iteration 36Q (18401.980000 sec): 3 clusters
  Score: Raw -337582.177798 + Penalty 2690.983983 = -334891.193815
  nChanged 29
		SP:Iteration 37Q (18402.150000 sec): 3 clusters
  Score: Raw -337590.205131 + Penalty 2690.983983 = -334899.221149
  nChanged 30
		SP:Iteration 38Q (18402.390000 sec): 3 clusters
  Score: Raw -337600.824232 + Penalty 2690.983983 = -334909.840249
  nChanged 37
		SP:Iteration 39Q (18402.550000 sec): 3 clusters
  Score: Raw -337613.540538 + Penalty 2690.983983 = -334922.556555
  nChanged 28
		SP:Iteration 40F (18402.740000 sec): 3 clusters
  Score: Raw -337623.524566 + Penalty 2690.983983 = -334932.540583
  nChanged 22
		SP:Iteration 41Q (18402.950000 sec): 3 clusters
  Score: Raw -337631.434772 + Penalty 2690.983983 = -334940.450790
  nChanged 27
		SP:Iteration 42Q (18403.130000 sec): 3 clusters
  Score: Raw -337640.531512 + Penalty 2690.983983 = -334949.547529
  nChanged 22
		SP:Iteration 43Q (18403.360000 sec): 3 clusters
  Score: Raw -337648.777037 + Penalty 2690.983983 = -334957.793055
  nChanged 30
		SP:Iteration 44Q (18403.540000 sec): 3 clusters
  Score: Raw -337658.373740 + Penalty 2690.983983 = -334967.389758
  nChanged 24
		SP:Iteration 45Q (18403.730000 sec): 3 clusters
  Score: Raw -337665.605608 + Penalty 2690.983983 = -334974.621625
  nChanged 21
		SP:Iteration 46Q (18403.930000 sec): 3 clusters
  Score: Raw -337670.919787 + Penalty 2690.983983 = -334979.935805
  nChanged 19
		SP:Iteration 47Q (18404.120000 sec): 3 clusters
  Score: Raw -337677.388591 + Penalty 2690.983983 = -334986.404609
  nChanged 21
		SP:Iteration 48Q (18404.310000 sec): 3 clusters
  Score: Raw -337682.750590 + Penalty 2690.983983 = -334991.766607
  nChanged 15
		SP:Iteration 49Q (18404.470000 sec): 3 clusters
  Score: Raw -337685.773600 + Penalty 2690.983983 = -334994.789618
  nChanged 11
		SP:Iteration 50Q (18404.700000 sec): 3 clusters
  Score: Raw -337687.923918 + Penalty 2690.983983 = -334996.939936
  nChanged 9
		SP:Iteration 51Q (18404.860000 sec): 3 clusters
  Score: Raw -337691.647449 + Penalty 2690.983983 = -335000.663466
  nChanged 16
		SP:Iteration 52Q (18405.030000 sec): 3 clusters
  Score: Raw -337697.230254 + Penalty 2690.983983 = -335006.246271
  nChanged 24
		SP:Iteration 53Q (18405.220000 sec): 3 clusters
  Score: Raw -337705.610172 + Penalty 2690.983983 = -335014.626189
  nChanged 21
		SP:Iteration 54Q (18405.430000 sec): 3 clusters
  Score: Raw -337711.894166 + Penalty 2690.983983 = -335020.910183
  nChanged 24
		SP:Iteration 55Q (18405.590000 sec): 3 clusters
  Score: Raw -337720.220295 + Penalty 2690.983983 = -335029.236312
  nChanged 25
		SP:Iteration 56Q (18405.780000 sec): 3 clusters
  Score: Raw -337731.042008 + Penalty 2690.983983 = -335040.058026
  nChanged 40
		SP:Iteration 57Q (18405.930000 sec): 3 clusters
  Score: Raw -337750.352629 + Penalty 2690.983983 = -335059.368646
  nChanged 49
		SP:Iteration 58Q (18406.120000 sec): 3 clusters
  Score: Raw -337773.294845 + Penalty 2690.983983 = -335082.310862
  nChanged 49
		SP:Iteration 59Q (18406.320000 sec): 3 clusters
  Score: Raw -337795.470580 + Penalty 2690.983983 = -335104.486597
  nChanged 56
		SP:Iteration 60F (18406.500000 sec): 3 clusters
  Score: Raw -337819.918713 + Penalty 2690.983983 = -335128.934730
  nChanged 57
		SP:Iteration 61Q (18406.680000 sec): 3 clusters
  Score: Raw -337846.941187 + Penalty 2690.983983 = -335155.957204
  nChanged 61
		SP:Iteration 62Q (18406.880000 sec): 3 clusters
  Score: Raw -337881.071957 + Penalty 2690.983983 = -335190.087975
  nChanged 57
		SP:Iteration 63Q (18407.110000 sec): 3 clusters
  Score: Raw -337911.431137 + Penalty 2690.983983 = -335220.447155
  nChanged 49
		SP:Iteration 64Q (18407.300000 sec): 3 clusters
  Score: Raw -337936.374759 + Penalty 2690.983983 = -335245.390776
  nChanged 51
		SP:Iteration 65Q (18407.540000 sec): 3 clusters
  Score: Raw -337963.669733 + Penalty 2690.983983 = -335272.685751
  nChanged 41
		SP:Iteration 66Q (18407.720000 sec): 3 clusters
  Score: Raw -337983.803447 + Penalty 2690.983983 = -335292.819464
  nChanged 36
		SP:Iteration 67Q (18407.890000 sec): 3 clusters
  Score: Raw -338002.167706 + Penalty 2690.983983 = -335311.183723
  nChanged 34
		SP:Iteration 68Q (18408.080000 sec): 3 clusters
  Score: Raw -338020.003423 + Penalty 2690.983983 = -335329.019440
  nChanged 30
		SP:Iteration 69Q (18408.300000 sec): 3 clusters
  Score: Raw -338033.847779 + Penalty 2690.983983 = -335342.863797
  nChanged 28
		SP:Iteration 70Q (18408.480000 sec): 3 clusters
  Score: Raw -338044.085996 + Penalty 2690.983983 = -335353.102014
  nChanged 31
		SP:Iteration 71Q (18408.740000 sec): 3 clusters
  Score: Raw -338055.251834 + Penalty 2690.983983 = -335364.267851
  nChanged 27
		SP:Iteration 72Q (18408.970000 sec): 3 clusters
  Score: Raw -338064.677507 + Penalty 2690.983983 = -335373.693525
  nChanged 28
		SP:Iteration 73Q (18409.180000 sec): 3 clusters
  Score: Raw -338080.974631 + Penalty 2690.983983 = -335389.990648
  nChanged 28
		SP:Iteration 74Q (18409.370000 sec): 3 clusters
  Score: Raw -338097.699335 + Penalty 2690.983983 = -335406.715352
  nChanged 37
		SP:Iteration 75Q (18409.570000 sec): 3 clusters
  Score: Raw -338114.857838 + Penalty 2690.983983 = -335423.873856
  nChanged 34
		SP:Iteration 76Q (18409.770000 sec): 3 clusters
  Score: Raw -338130.549799 + Penalty 2690.983983 = -335439.565816
  nChanged 30
		SP:Iteration 77Q (18409.940000 sec): 3 clusters
  Score: Raw -338142.166146 + Penalty 2690.983983 = -335451.182164
  nChanged 20
		SP:Iteration 78Q (18410.140000 sec): 3 clusters
  Score: Raw -338150.074347 + Penalty 2690.983983 = -335459.090364
  nChanged 23
		SP:Iteration 79Q (18410.330000 sec): 3 clusters
  Score: Raw -338158.934193 + Penalty 2690.983983 = -335467.950210
  nChanged 24
		SP:Iteration 80F (18410.530000 sec): 3 clusters
  Score: Raw -338169.713204 + Penalty 2690.983983 = -335478.729221
  nChanged 24
		SP:Iteration 81Q (18410.750000 sec): 3 clusters
  Score: Raw -338178.455056 + Penalty 2690.983983 = -335487.471074
  nChanged 18
		SP:Iteration 82Q (18410.940000 sec): 3 clusters
  Score: Raw -338187.472643 + Penalty 2690.983983 = -335496.488661
  nChanged 16
		SP:Iteration 83Q (18411.130000 sec): 3 clusters
  Score: Raw -338193.157209 + Penalty 2690.983983 = -335502.173227
  nChanged 13
		SP:Iteration 84Q (18411.360000 sec): 3 clusters
  Score: Raw -338198.441744 + Penalty 2690.983983 = -335507.457761
  nChanged 11
		SP:Iteration 85Q (18411.580000 sec): 3 clusters
  Score: Raw -338201.118376 + Penalty 2690.983983 = -335510.134393
  nChanged 9
		SP:Iteration 86Q (18411.820000 sec): 3 clusters
  Score: Raw -338204.402756 + Penalty 2690.983983 = -335513.418773
  nChanged 7
		SP:Iteration 87Q (18412.040000 sec): 3 clusters
  Score: Raw -338206.367579 + Penalty 2690.983983 = -335515.383596
  nChanged 5
		SP:Iteration 88Q (18412.300000 sec): 3 clusters
  Score: Raw -338208.265295 + Penalty 2690.983983 = -335517.281313
  nChanged 3
		SP:Iteration 89Q (18412.520000 sec): 3 clusters
  Score: Raw -338209.623186 + Penalty 2690.983983 = -335518.639204
  nChanged 5
		SP:Iteration 90Q (18412.730000 sec): 3 clusters
  Score: Raw -338210.861232 + Penalty 2690.983983 = -335519.877249
  nChanged 4
		SP:Iteration 91Q (18412.930000 sec): 3 clusters
  Score: Raw -338211.843428 + Penalty 2690.983983 = -335520.859445
  nChanged 1
		SP:Iteration 92Q (18413.110000 sec): 3 clusters
  Score: Raw -338212.076710 + Penalty 2690.983983 = -335521.092727
  nChanged 1
		SP:Iteration 93Q (18413.290000 sec): 3 clusters
  Score: Raw -338212.184708 + Penalty 2690.983983 = -335521.200725
  nChanged 0
		SP:Iteration 94F (18413.470000 sec): 3 clusters
  Score: Raw -338212.184708 + Penalty 2690.983983 = -335521.200725
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 31 (7403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18413.630000 sec): 2 clusters
  Score: Raw -590085.680945 + Penalty 1447.816598 = -588637.864347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18413.870000 sec): 3 clusters
  Score: Raw -586033.153460 + Penalty 2895.633196 = -583137.520265
  nChanged 3139
		SP:Iteration 1F (18414.070000 sec): 3 clusters
  Score: Raw -587719.717346 + Penalty 2895.633196 = -584824.084150
  nChanged 503
		SP:Iteration 2F (18414.280000 sec): 3 clusters
  Score: Raw -587936.840416 + Penalty 2895.633196 = -585041.207220
  nChanged 369
		SP:Iteration 3Q (18414.510000 sec): 3 clusters
  Score: Raw -588078.705459 + Penalty 2895.633196 = -585183.072263
  nChanged 269
		SP:Iteration 4Q (18414.710000 sec): 3 clusters
  Score: Raw -588192.790065 + Penalty 2895.633196 = -585297.156869
  nChanged 261
		SP:Iteration 5Q (18414.910000 sec): 3 clusters
  Score: Raw -588304.573793 + Penalty 2895.633196 = -585408.940598
  nChanged 264
		SP:Iteration 6Q (18415.170000 sec): 3 clusters
  Score: Raw -588419.816633 + Penalty 2895.633196 = -585524.183437
  nChanged 256
		SP:Iteration 7Q (18415.360000 sec): 3 clusters
  Score: Raw -588534.923716 + Penalty 2895.633196 = -585639.290520
  nChanged 262
		SP:Iteration 8Q (18415.560000 sec): 3 clusters
  Score: Raw -588633.592689 + Penalty 2895.633196 = -585737.959493
  nChanged 236
		SP:Iteration 9Q (18415.800000 sec): 3 clusters
  Score: Raw -588726.547975 + Penalty 2895.633196 = -585830.914779
  nChanged 243
		SP:Iteration 10Q (18415.990000 sec): 3 clusters
  Score: Raw -588839.432510 + Penalty 2895.633196 = -585943.799314
  nChanged 254
		SP:Iteration 11Q (18416.270000 sec): 3 clusters
  Score: Raw -588958.912480 + Penalty 2895.633196 = -586063.279284
  nChanged 256
		SP:Iteration 12Q (18416.490000 sec): 3 clusters
  Score: Raw -589084.812526 + Penalty 2895.633196 = -586189.179330
  nChanged 257
		SP:Iteration 13Q (18416.740000 sec): 3 clusters
  Score: Raw -589218.142031 + Penalty 2895.633196 = -586322.508836
  nChanged 257
		SP:Iteration 14Q (18416.970000 sec): 3 clusters
  Score: Raw -589366.572694 + Penalty 2895.633196 = -586470.939498
  nChanged 249
		SP:Iteration 15Q (18417.240000 sec): 3 clusters
  Score: Raw -589538.143194 + Penalty 2895.633196 = -586642.509998
  nChanged 252
		SP:Iteration 16Q (18417.480000 sec): 3 clusters
  Score: Raw -589742.016177 + Penalty 2895.633196 = -586846.382981
  nChanged 215
		SP:Iteration 17Q (18417.710000 sec): 3 clusters
  Score: Raw -589909.807905 + Penalty 2895.633196 = -587014.174709
  nChanged 174
		SP:Iteration 18Q (18417.950000 sec): 3 clusters
  Score: Raw -590058.949066 + Penalty 2895.633196 = -587163.315870
  nChanged 147
		SP:Iteration 19Q (18418.130000 sec): 3 clusters
  Score: Raw -590186.980458 + Penalty 2895.633196 = -587291.347262
  nChanged 114
		SP:Iteration 20F (18418.380000 sec): 3 clusters
  Score: Raw -590278.327578 + Penalty 2895.633196 = -587382.694383
  nChanged 87
		SP:Iteration 21Q (18418.540000 sec): 3 clusters
  Score: Raw -590337.479186 + Penalty 2895.633196 = -587441.845990
  nChanged 46
		SP:Iteration 22Q (18418.740000 sec): 3 clusters
  Score: Raw -590366.840407 + Penalty 2895.633196 = -587471.207211
  nChanged 34
		SP:Iteration 23Q (18418.900000 sec): 3 clusters
  Score: Raw -590390.326351 + Penalty 2895.633196 = -587494.693155
  nChanged 33
		SP:Iteration 24Q (18419.130000 sec): 3 clusters
  Score: Raw -590410.419715 + Penalty 2895.633196 = -587514.786519
  nChanged 26
		SP:Iteration 25Q (18419.340000 sec): 3 clusters
  Score: Raw -590426.537294 + Penalty 2895.633196 = -587530.904098
  nChanged 15
		SP:Iteration 26Q (18419.520000 sec): 3 clusters
  Score: Raw -590436.430448 + Penalty 2895.633196 = -587540.797253
  nChanged 16
		SP:Iteration 27Q (18419.710000 sec): 3 clusters
  Score: Raw -590450.501573 + Penalty 2895.633196 = -587554.868377
  nChanged 16
		SP:Iteration 28Q (18419.950000 sec): 3 clusters
  Score: Raw -590462.154228 + Penalty 2895.633196 = -587566.521032
  nChanged 14
		SP:Iteration 29Q (18420.190000 sec): 3 clusters
  Score: Raw -590471.214125 + Penalty 2895.633196 = -587575.580929
  nChanged 10
		SP:Iteration 30Q (18420.390000 sec): 3 clusters
  Score: Raw -590478.647486 + Penalty 2895.633196 = -587583.014290
  nChanged 13
		SP:Iteration 31Q (18420.660000 sec): 3 clusters
  Score: Raw -590488.544154 + Penalty 2895.633196 = -587592.910958
  nChanged 11
		SP:Iteration 32Q (18420.880000 sec): 3 clusters
  Score: Raw -590499.239530 + Penalty 2895.633196 = -587603.606334
  nChanged 11
		SP:Iteration 33Q (18421.090000 sec): 3 clusters
  Score: Raw -590513.637146 + Penalty 2895.633196 = -587618.003950
  nChanged 12
		SP:Iteration 34Q (18421.300000 sec): 3 clusters
  Score: Raw -590534.114554 + Penalty 2895.633196 = -587638.481358
  nChanged 21
		SP:Iteration 35Q (18421.530000 sec): 3 clusters
  Score: Raw -590563.096341 + Penalty 2895.633196 = -587667.463145
  nChanged 20
		SP:Iteration 36Q (18421.760000 sec): 3 clusters
  Score: Raw -590576.646168 + Penalty 2895.633196 = -587681.012972
  nChanged 16
		SP:Iteration 37Q (18422.050000 sec): 3 clusters
  Score: Raw -590589.707894 + Penalty 2895.633196 = -587694.074699
  nChanged 9
		SP:Iteration 38Q (18422.240000 sec): 3 clusters
  Score: Raw -590594.117942 + Penalty 2895.633196 = -587698.484746
  nChanged 4
		SP:Iteration 39Q (18422.450000 sec): 3 clusters
  Score: Raw -590595.612516 + Penalty 2895.633196 = -587699.979321
  nChanged 2
		SP:Iteration 40F (18422.660000 sec): 3 clusters
  Score: Raw -590596.784081 + Penalty 2895.633196 = -587701.150885
  nChanged 1
		SP:Iteration 41Q (18422.900000 sec): 3 clusters
  Score: Raw -590597.170192 + Penalty 2895.633196 = -587701.536996
  nChanged 0
		SP:Iteration 42F (18423.150000 sec): 3 clusters
  Score: Raw -590597.170192 + Penalty 2895.633196 = -587701.536996
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 32 (29270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18423.400000 sec): 2 clusters
  Score: Raw -2467805.157585 + Penalty 1671.201737 = -2466133.955848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18423.700000 sec): 3 clusters
  Score: Raw -2449710.199453 + Penalty 3342.403473 = -2446367.795980
  nChanged 13613
		SP:Iteration 1F (18424.000000 sec): 3 clusters
  Score: Raw -2457335.313797 + Penalty 3342.403473 = -2453992.910324
  nChanged 1256
		SP:Iteration 2Q (18424.300000 sec): 3 clusters
  Score: Raw -2457727.690690 + Penalty 3342.403473 = -2454385.287217
  nChanged 1174
		SP:Iteration 3Q (18424.640000 sec): 3 clusters
  Score: Raw -2458096.105225 + Penalty 3342.403473 = -2454753.701752
  nChanged 1125
		SP:Iteration 4Q (18424.920000 sec): 3 clusters
  Score: Raw -2458448.122155 + Penalty 3342.403473 = -2455105.718681
  nChanged 1112
		SP:Iteration 5Q (18425.220000 sec): 3 clusters
  Score: Raw -2458817.478744 + Penalty 3342.403473 = -2455475.075271
  nChanged 1127
		SP:Iteration 6Q (18425.550000 sec): 3 clusters
  Score: Raw -2459232.994169 + Penalty 3342.403473 = -2455890.590696
  nChanged 1208
		SP:Iteration 7Q (18425.820000 sec): 3 clusters
  Score: Raw -2459734.005148 + Penalty 3342.403473 = -2456391.601674
  nChanged 1329
		SP:Iteration 8Q (18426.130000 sec): 3 clusters
  Score: Raw -2460376.367346 + Penalty 3342.403473 = -2457033.963872
  nChanged 1383
		SP:Iteration 9Q (18426.470000 sec): 3 clusters
  Score: Raw -2461149.589362 + Penalty 3342.403473 = -2457807.185888
  nChanged 1372
		SP:Iteration 10Q (18426.800000 sec): 3 clusters
  Score: Raw -2462002.826545 + Penalty 3342.403473 = -2458660.423072
  nChanged 1391
		SP:Iteration 11Q (18427.170000 sec): 3 clusters
  Score: Raw -2462963.241628 + Penalty 3342.403473 = -2459620.838155
  nChanged 1296
		SP:Iteration 12Q (18427.500000 sec): 3 clusters
  Score: Raw -2463904.507469 + Penalty 3342.403473 = -2460562.103996
  nChanged 1111
		SP:Iteration 13Q (18427.850000 sec): 3 clusters
  Score: Raw -2464742.099491 + Penalty 3342.403473 = -2461399.696018
  nChanged 922
		SP:Iteration 14Q (18428.210000 sec): 3 clusters
  Score: Raw -2465464.897256 + Penalty 3342.403473 = -2462122.493782
  nChanged 717
		SP:Iteration 15Q (18428.490000 sec): 3 clusters
  Score: Raw -2465976.249054 + Penalty 3342.403473 = -2462633.845580
  nChanged 580
		SP:Iteration 16Q (18428.800000 sec): 3 clusters
  Score: Raw -2466348.149803 + Penalty 3342.403473 = -2463005.746330
  nChanged 510
		SP:Iteration 17Q (18429.120000 sec): 3 clusters
  Score: Raw -2466681.463852 + Penalty 3342.403473 = -2463339.060379
  nChanged 404
		SP:Iteration 18Q (18429.480000 sec): 3 clusters
  Score: Raw -2466930.343266 + Penalty 3342.403473 = -2463587.939792
  nChanged 327
		SP:Iteration 19Q (18429.780000 sec): 3 clusters
  Score: Raw -2467126.340805 + Penalty 3342.403473 = -2463783.937331
  nChanged 282
		SP:Iteration 20F (18430.090000 sec): 3 clusters
  Score: Raw -2467298.811331 + Penalty 3342.403473 = -2463956.407858
  nChanged 217
		SP:Iteration 21Q (18430.370000 sec): 3 clusters
  Score: Raw -2467429.177844 + Penalty 3342.403473 = -2464086.774370
  nChanged 174
		SP:Iteration 22Q (18430.650000 sec): 3 clusters
  Score: Raw -2467540.573564 + Penalty 3342.403473 = -2464198.170091
  nChanged 144
		SP:Iteration 23Q (18430.940000 sec): 3 clusters
  Score: Raw -2467630.948923 + Penalty 3342.403473 = -2464288.545450
  nChanged 116
		SP:Iteration 24Q (18431.250000 sec): 3 clusters
  Score: Raw -2467703.738277 + Penalty 3342.403473 = -2464361.334804
  nChanged 97
		SP:Iteration 25Q (18431.570000 sec): 3 clusters
  Score: Raw -2467762.214744 + Penalty 3342.403473 = -2464419.811271
  nChanged 76
		SP:Iteration 26Q (18431.870000 sec): 3 clusters
  Score: Raw -2467808.842652 + Penalty 3342.403473 = -2464466.439179
  nChanged 71
		SP:Iteration 27Q (18432.180000 sec): 3 clusters
  Score: Raw -2467856.683156 + Penalty 3342.403473 = -2464514.279682
  nChanged 59
		SP:Iteration 28Q (18432.500000 sec): 3 clusters
  Score: Raw -2467895.799054 + Penalty 3342.403473 = -2464553.395581
  nChanged 39
		SP:Iteration 29Q (18432.800000 sec): 3 clusters
  Score: Raw -2467924.689699 + Penalty 3342.403473 = -2464582.286226
  nChanged 38
		SP:Iteration 30Q (18433.090000 sec): 3 clusters
  Score: Raw -2467951.056698 + Penalty 3342.403473 = -2464608.653225
  nChanged 19
		SP:Iteration 31Q (18433.400000 sec): 3 clusters
  Score: Raw -2467963.883086 + Penalty 3342.403473 = -2464621.479613
  nChanged 14
		SP:Iteration 32Q (18433.690000 sec): 3 clusters
  Score: Raw -2467972.716371 + Penalty 3342.403473 = -2464630.312897
  nChanged 9
		SP:Iteration 33Q (18434.000000 sec): 3 clusters
  Score: Raw -2467979.043859 + Penalty 3342.403473 = -2464636.640385
  nChanged 10
		SP:Iteration 34Q (18434.300000 sec): 3 clusters
  Score: Raw -2467985.579968 + Penalty 3342.403473 = -2464643.176495
  nChanged 11
		SP:Iteration 35Q (18434.600000 sec): 3 clusters
  Score: Raw -2467992.685969 + Penalty 3342.403473 = -2464650.282496
  nChanged 2
		SP:Iteration 36Q (18434.910000 sec): 3 clusters
  Score: Raw -2467993.881602 + Penalty 3342.403473 = -2464651.478129
  nChanged 4
		SP:Iteration 37Q (18435.210000 sec): 3 clusters
  Score: Raw -2467996.372974 + Penalty 3342.403473 = -2464653.969501
  nChanged 9
		SP:Iteration 38Q (18435.530000 sec): 3 clusters
  Score: Raw -2468001.542772 + Penalty 3342.403473 = -2464659.139299
  nChanged 7
		SP:Iteration 39Q (18435.850000 sec): 3 clusters
  Score: Raw -2468005.328296 + Penalty 3342.403473 = -2464662.924823
  nChanged 2
		SP:Iteration 40F (18436.230000 sec): 3 clusters
  Score: Raw -2468006.401182 + Penalty 3342.403473 = -2464663.997708
  nChanged 1
		SP:Iteration 41Q (18436.570000 sec): 3 clusters
  Score: Raw -2468006.603989 + Penalty 3342.403473 = -2464664.200515
  nChanged 1
		SP:Iteration 42Q (18436.870000 sec): 3 clusters
  Score: Raw -2468007.346773 + Penalty 3342.403473 = -2464664.943299
  nChanged 1
		SP:Iteration 43Q (18437.140000 sec): 3 clusters
  Score: Raw -2468007.608136 + Penalty 3342.403473 = -2464665.204663
  nChanged 0
		SP:Iteration 44F (18437.400000 sec): 3 clusters
  Score: Raw -2468007.608136 + Penalty 3342.403473 = -2464665.204663
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 33 (3495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18437.580000 sec): 2 clusters
  Score: Raw -250211.008100 + Penalty 1325.851906 = -248885.156193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18437.770000 sec): 3 clusters
  Score: Raw -248578.835235 + Penalty 2651.703813 = -245927.131422
  nChanged 1377
		SP:Iteration 1F (18437.950000 sec): 3 clusters
  Score: Raw -249584.402639 + Penalty 2651.703813 = -246932.698826
  nChanged 354
		SP:Iteration 2F (18438.180000 sec): 3 clusters
  Score: Raw -249942.775788 + Penalty 2651.703813 = -247291.071975
  nChanged 288
		SP:Iteration 3F (18438.380000 sec): 3 clusters
  Score: Raw -250223.473576 + Penalty 2651.703813 = -247571.769763
  nChanged 199
		SP:Iteration 4F (18438.560000 sec): 3 clusters
  Score: Raw -250365.544556 + Penalty 2651.703813 = -247713.840743
  nChanged 142
		SP:Iteration 5Q (18438.770000 sec): 3 clusters
  Score: Raw -250457.217015 + Penalty 2651.703813 = -247805.513202
  nChanged 98
		SP:Iteration 6Q (18438.980000 sec): 3 clusters
  Score: Raw -250514.755576 + Penalty 2651.703813 = -247863.051763
  nChanged 67
		SP:Iteration 7Q (18439.160000 sec): 3 clusters
  Score: Raw -250550.742851 + Penalty 2651.703813 = -247899.039038
  nChanged 48
		SP:Iteration 8Q (18439.330000 sec): 3 clusters
  Score: Raw -250574.283934 + Penalty 2651.703813 = -247922.580122
  nChanged 43
		SP:Iteration 9Q (18439.510000 sec): 3 clusters
  Score: Raw -250592.918649 + Penalty 2651.703813 = -247941.214836
  nChanged 34
		SP:Iteration 10Q (18439.700000 sec): 3 clusters
  Score: Raw -250606.707606 + Penalty 2651.703813 = -247955.003793
  nChanged 27
		SP:Iteration 11Q (18439.880000 sec): 3 clusters
  Score: Raw -250621.053590 + Penalty 2651.703813 = -247969.349778
  nChanged 27
		SP:Iteration 12Q (18440.110000 sec): 3 clusters
  Score: Raw -250635.249962 + Penalty 2651.703813 = -247983.546150
  nChanged 22
		SP:Iteration 13Q (18440.280000 sec): 3 clusters
  Score: Raw -250644.357998 + Penalty 2651.703813 = -247992.654185
  nChanged 14
		SP:Iteration 14Q (18440.540000 sec): 3 clusters
  Score: Raw -250652.909578 + Penalty 2651.703813 = -248001.205766
  nChanged 13
		SP:Iteration 15Q (18440.790000 sec): 3 clusters
  Score: Raw -250661.050693 + Penalty 2651.703813 = -248009.346881
  nChanged 15
		SP:Iteration 16Q (18440.970000 sec): 3 clusters
  Score: Raw -250666.919406 + Penalty 2651.703813 = -248015.215593
  nChanged 15
		SP:Iteration 17Q (18441.230000 sec): 3 clusters
  Score: Raw -250672.069296 + Penalty 2651.703813 = -248020.365484
  nChanged 10
		SP:Iteration 18Q (18441.420000 sec): 3 clusters
  Score: Raw -250676.915704 + Penalty 2651.703813 = -248025.211892
  nChanged 14
		SP:Iteration 19Q (18441.590000 sec): 3 clusters
  Score: Raw -250684.329273 + Penalty 2651.703813 = -248032.625460
  nChanged 17
		SP:Iteration 20F (18441.760000 sec): 3 clusters
  Score: Raw -250691.735841 + Penalty 2651.703813 = -248040.032028
  nChanged 12
		SP:Iteration 21Q (18442.020000 sec): 3 clusters
  Score: Raw -250696.140972 + Penalty 2651.703813 = -248044.437159
  nChanged 10
		SP:Iteration 22Q (18442.230000 sec): 3 clusters
  Score: Raw -250702.208621 + Penalty 2651.703813 = -248050.504808
  nChanged 12
		SP:Iteration 23Q (18442.460000 sec): 3 clusters
  Score: Raw -250707.944008 + Penalty 2651.703813 = -248056.240195
  nChanged 7
		SP:Iteration 24Q (18442.640000 sec): 3 clusters
  Score: Raw -250709.849557 + Penalty 2651.703813 = -248058.145745
  nChanged 3
		SP:Iteration 25Q (18442.880000 sec): 3 clusters
  Score: Raw -250710.699391 + Penalty 2651.703813 = -248058.995578
  nChanged 6
		SP:Iteration 26Q (18443.070000 sec): 3 clusters
  Score: Raw -250713.449405 + Penalty 2651.703813 = -248061.745592
  nChanged 8
		SP:Iteration 27Q (18443.280000 sec): 3 clusters
  Score: Raw -250716.182672 + Penalty 2651.703813 = -248064.478859
  nChanged 6
		SP:Iteration 28Q (18443.490000 sec): 3 clusters
  Score: Raw -250718.351774 + Penalty 2651.703813 = -248066.647961
  nChanged 4
		SP:Iteration 29Q (18443.740000 sec): 3 clusters
  Score: Raw -250721.637847 + Penalty 2651.703813 = -248069.934035
  nChanged 4
		SP:Iteration 30Q (18443.910000 sec): 3 clusters
  Score: Raw -250722.545733 + Penalty 2651.703813 = -248070.841920
  nChanged 2
		SP:Iteration 31Q (18444.120000 sec): 3 clusters
  Score: Raw -250723.598916 + Penalty 2651.703813 = -248071.895103
  nChanged 4
		SP:Iteration 32Q (18444.340000 sec): 3 clusters
  Score: Raw -250725.821659 + Penalty 2651.703813 = -248074.117846
  nChanged 3
		SP:Iteration 33Q (18444.540000 sec): 3 clusters
  Score: Raw -250726.971591 + Penalty 2651.703813 = -248075.267778
  nChanged 2
		SP:Iteration 34Q (18444.730000 sec): 3 clusters
  Score: Raw -250727.503332 + Penalty 2651.703813 = -248075.799519
  nChanged 2
		SP:Iteration 35Q (18444.920000 sec): 3 clusters
  Score: Raw -250728.789049 + Penalty 2651.703813 = -248077.085236
  nChanged 2
		SP:Iteration 36Q (18445.120000 sec): 3 clusters
  Score: Raw -250729.082485 + Penalty 2651.703813 = -248077.378672
  nChanged 0
		SP:Iteration 37F (18445.330000 sec): 3 clusters
  Score: Raw -250729.082485 + Penalty 2651.703813 = -248077.378672
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 34 (23215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18445.550000 sec): 2 clusters
  Score: Raw -1975677.559775 + Penalty 1633.540009 = -1974044.019767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18445.870000 sec): 3 clusters
  Score: Raw -1961517.309106 + Penalty 3267.080018 = -1958250.229088
  nChanged 10697
		SP:Iteration 1F (18446.190000 sec): 3 clusters
  Score: Raw -1967263.887597 + Penalty 3267.080018 = -1963996.807580
  nChanged 1027
		SP:Iteration 2Q (18446.460000 sec): 3 clusters
  Score: Raw -1967592.018826 + Penalty 3267.080018 = -1964324.938808
  nChanged 1015
		SP:Iteration 3Q (18446.840000 sec): 3 clusters
  Score: Raw -1967960.283487 + Penalty 3267.080018 = -1964693.203470
  nChanged 1052
		SP:Iteration 4Q (18447.130000 sec): 3 clusters
  Score: Raw -1968417.526691 + Penalty 3267.080018 = -1965150.446674
  nChanged 1254
		SP:Iteration 5F (18447.440000 sec): 3 clusters
  Score: Raw -1969078.878841 + Penalty 3267.080018 = -1965811.798823
  nChanged 1482
		SP:Iteration 6F (18447.750000 sec): 3 clusters
  Score: Raw -1970011.405999 + Penalty 3267.080018 = -1966744.325981
  nChanged 1672
		SP:Iteration 7F (18448.080000 sec): 3 clusters
  Score: Raw -1971255.535915 + Penalty 3267.080018 = -1967988.455898
  nChanged 1578
		SP:Iteration 8F (18448.400000 sec): 3 clusters
  Score: Raw -1972490.510913 + Penalty 3267.080018 = -1969223.430896
  nChanged 1225
		SP:Iteration 9F (18448.690000 sec): 3 clusters
  Score: Raw -1973546.703933 + Penalty 3267.080018 = -1970279.623915
  nChanged 836
		SP:Iteration 10Q (18449.020000 sec): 3 clusters
  Score: Raw -1974332.054851 + Penalty 3267.080018 = -1971064.974834
  nChanged 526
		SP:Iteration 11Q (18449.280000 sec): 3 clusters
  Score: Raw -1974773.301538 + Penalty 3267.080018 = -1971506.221520
  nChanged 358
		SP:Iteration 12Q (18449.560000 sec): 3 clusters
  Score: Raw -1975120.978644 + Penalty 3267.080018 = -1971853.898627
  nChanged 290
		SP:Iteration 13Q (18449.840000 sec): 3 clusters
  Score: Raw -1975463.794781 + Penalty 3267.080018 = -1972196.714763
  nChanged 211
		SP:Iteration 14Q (18450.110000 sec): 3 clusters
  Score: Raw -1975749.647614 + Penalty 3267.080018 = -1972482.567597
  nChanged 172
		SP:Iteration 15Q (18450.380000 sec): 3 clusters
  Score: Raw -1975907.323484 + Penalty 3267.080018 = -1972640.243467
  nChanged 147
		SP:Iteration 16Q (18450.630000 sec): 3 clusters
  Score: Raw -1976022.723440 + Penalty 3267.080018 = -1972755.643423
  nChanged 130
		SP:Iteration 17Q (18450.920000 sec): 3 clusters
  Score: Raw -1976087.401037 + Penalty 3267.080018 = -1972820.321020
  nChanged 99
		SP:Iteration 18Q (18451.200000 sec): 3 clusters
  Score: Raw -1976123.583269 + Penalty 3267.080018 = -1972856.503251
  nChanged 69
		SP:Iteration 19Q (18451.500000 sec): 3 clusters
  Score: Raw -1976142.846676 + Penalty 3267.080018 = -1972875.766658
  nChanged 48
		SP:Iteration 20F (18451.750000 sec): 3 clusters
  Score: Raw -1976153.761742 + Penalty 3267.080018 = -1972886.681725
  nChanged 38
		SP:Iteration 21Q (18452.000000 sec): 3 clusters
  Score: Raw -1976161.830119 + Penalty 3267.080018 = -1972894.750101
  nChanged 36
		SP:Iteration 22Q (18452.280000 sec): 3 clusters
  Score: Raw -1976169.870895 + Penalty 3267.080018 = -1972902.790878
  nChanged 31
		SP:Iteration 23Q (18452.520000 sec): 3 clusters
  Score: Raw -1976177.713282 + Penalty 3267.080018 = -1972910.633265
  nChanged 36
		SP:Iteration 24Q (18452.800000 sec): 3 clusters
  Score: Raw -1976186.328295 + Penalty 3267.080018 = -1972919.248277
  nChanged 23
		SP:Iteration 25Q (18453.100000 sec): 3 clusters
  Score: Raw -1976189.816697 + Penalty 3267.080018 = -1972922.736679
  nChanged 14
		SP:Iteration 26Q (18453.370000 sec): 3 clusters
  Score: Raw -1976191.934198 + Penalty 3267.080018 = -1972924.854180
  nChanged 15
		SP:Iteration 27Q (18453.610000 sec): 3 clusters
  Score: Raw -1976194.528669 + Penalty 3267.080018 = -1972927.448651
  nChanged 13
		SP:Iteration 28Q (18453.910000 sec): 3 clusters
  Score: Raw -1976196.866859 + Penalty 3267.080018 = -1972929.786841
  nChanged 18
		SP:Iteration 29Q (18454.180000 sec): 3 clusters
  Score: Raw -1976200.106483 + Penalty 3267.080018 = -1972933.026466
  nChanged 15
		SP:Iteration 30Q (18454.460000 sec): 3 clusters
  Score: Raw -1976202.809551 + Penalty 3267.080018 = -1972935.729533
  nChanged 13
		SP:Iteration 31Q (18454.740000 sec): 3 clusters
  Score: Raw -1976204.803177 + Penalty 3267.080018 = -1972937.723160
  nChanged 7
		SP:Iteration 32Q (18455.010000 sec): 3 clusters
  Score: Raw -1976205.571470 + Penalty 3267.080018 = -1972938.491452
  nChanged 4
		SP:Iteration 33Q (18455.280000 sec): 3 clusters
  Score: Raw -1976206.176555 + Penalty 3267.080018 = -1972939.096538
  nChanged 6
		SP:Iteration 34Q (18455.590000 sec): 3 clusters
  Score: Raw -1976206.886612 + Penalty 3267.080018 = -1972939.806595
  nChanged 7
		SP:Iteration 35Q (18455.880000 sec): 3 clusters
  Score: Raw -1976207.612592 + Penalty 3267.080018 = -1972940.532574
  nChanged 3
		SP:Iteration 36Q (18456.150000 sec): 3 clusters
  Score: Raw -1976208.068052 + Penalty 3267.080018 = -1972940.988034
  nChanged 3
		SP:Iteration 37Q (18456.430000 sec): 3 clusters
  Score: Raw -1976208.384630 + Penalty 3267.080018 = -1972941.304612
  nChanged 2
		SP:Iteration 38Q (18456.700000 sec): 3 clusters
  Score: Raw -1976208.544213 + Penalty 3267.080018 = -1972941.464196
  nChanged 1
		SP:Iteration 39Q (18457.030000 sec): 3 clusters
  Score: Raw -1976208.643142 + Penalty 3267.080018 = -1972941.563124
  nChanged 0
		SP:Iteration 40F (18457.350000 sec): 3 clusters
  Score: Raw -1976208.643142 + Penalty 3267.080018 = -1972941.563124
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 36 (3963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18457.480000 sec): 2 clusters
  Score: Raw -319106.590752 + Penalty 1346.272946 = -317760.317806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18457.680000 sec): 3 clusters
  Score: Raw -317105.321414 + Penalty 2692.545893 = -314412.775521
  nChanged 1569
		SP:Iteration 1F (18457.890000 sec): 3 clusters
  Score: Raw -317956.123585 + Penalty 2692.545893 = -315263.577693
  nChanged 273
		SP:Iteration 2F (18458.110000 sec): 3 clusters
  Score: Raw -318116.182321 + Penalty 2692.545893 = -315423.636429
  nChanged 222
		SP:Iteration 3F (18458.300000 sec): 3 clusters
  Score: Raw -318251.629850 + Penalty 2692.545893 = -315559.083958
  nChanged 173
		SP:Iteration 4Q (18458.500000 sec): 3 clusters
  Score: Raw -318378.075691 + Penalty 2692.545893 = -315685.529798
  nChanged 162
		SP:Iteration 5Q (18458.720000 sec): 3 clusters
  Score: Raw -318488.602066 + Penalty 2692.545893 = -315796.056174
  nChanged 137
		SP:Iteration 6Q (18458.900000 sec): 3 clusters
  Score: Raw -318600.805566 + Penalty 2692.545893 = -315908.259674
  nChanged 156
		SP:Iteration 7Q (18459.080000 sec): 3 clusters
  Score: Raw -318710.201412 + Penalty 2692.545893 = -316017.655519
  nChanged 120
		SP:Iteration 8Q (18459.290000 sec): 3 clusters
  Score: Raw -318779.026475 + Penalty 2692.545893 = -316086.480582
  nChanged 96
		SP:Iteration 9Q (18459.510000 sec): 3 clusters
  Score: Raw -318841.221334 + Penalty 2692.545893 = -316148.675441
  nChanged 93
		SP:Iteration 10Q (18459.680000 sec): 3 clusters
  Score: Raw -318901.455852 + Penalty 2692.545893 = -316208.909959
  nChanged 92
		SP:Iteration 11Q (18459.890000 sec): 3 clusters
  Score: Raw -318956.796236 + Penalty 2692.545893 = -316264.250343
  nChanged 86
		SP:Iteration 12Q (18460.110000 sec): 3 clusters
  Score: Raw -319006.388488 + Penalty 2692.545893 = -316313.842596
  nChanged 83
		SP:Iteration 13Q (18460.330000 sec): 3 clusters
  Score: Raw -319058.374645 + Penalty 2692.545893 = -316365.828752
  nChanged 86
		SP:Iteration 14Q (18460.560000 sec): 3 clusters
  Score: Raw -319120.159593 + Penalty 2692.545893 = -316427.613700
  nChanged 97
		SP:Iteration 15Q (18460.760000 sec): 3 clusters
  Score: Raw -319184.029792 + Penalty 2692.545893 = -316491.483899
  nChanged 82
		SP:Iteration 16Q (18460.990000 sec): 3 clusters
  Score: Raw -319230.408420 + Penalty 2692.545893 = -316537.862528
  nChanged 64
		SP:Iteration 17Q (18461.190000 sec): 3 clusters
  Score: Raw -319268.455824 + Penalty 2692.545893 = -316575.909931
  nChanged 68
		SP:Iteration 18Q (18461.420000 sec): 3 clusters
  Score: Raw -319321.891846 + Penalty 2692.545893 = -316629.345954
  nChanged 69
		SP:Iteration 19Q (18461.610000 sec): 3 clusters
  Score: Raw -319379.150442 + Penalty 2692.545893 = -316686.604549
  nChanged 59
		SP:Iteration 20F (18461.820000 sec): 3 clusters
  Score: Raw -319427.564203 + Penalty 2692.545893 = -316735.018310
  nChanged 46
		SP:Iteration 21Q (18462.040000 sec): 3 clusters
  Score: Raw -319462.792759 + Penalty 2692.545893 = -316770.246866
  nChanged 37
		SP:Iteration 22Q (18462.270000 sec): 3 clusters
  Score: Raw -319496.897933 + Penalty 2692.545893 = -316804.352040
  nChanged 29
		SP:Iteration 23Q (18462.480000 sec): 3 clusters
  Score: Raw -319512.144165 + Penalty 2692.545893 = -316819.598273
  nChanged 18
		SP:Iteration 24Q (18462.650000 sec): 3 clusters
  Score: Raw -319519.224484 + Penalty 2692.545893 = -316826.678592
  nChanged 15
		SP:Iteration 25Q (18462.860000 sec): 3 clusters
  Score: Raw -319525.730294 + Penalty 2692.545893 = -316833.184401
  nChanged 11
		SP:Iteration 26Q (18463.070000 sec): 3 clusters
  Score: Raw -319530.282723 + Penalty 2692.545893 = -316837.736831
  nChanged 11
		SP:Iteration 27Q (18463.250000 sec): 3 clusters
  Score: Raw -319535.173175 + Penalty 2692.545893 = -316842.627282
  nChanged 14
		SP:Iteration 28Q (18463.450000 sec): 3 clusters
  Score: Raw -319539.347151 + Penalty 2692.545893 = -316846.801259
  nChanged 4
		SP:Iteration 29Q (18463.670000 sec): 3 clusters
  Score: Raw -319540.963685 + Penalty 2692.545893 = -316848.417792
  nChanged 0
		SP:Iteration 30F (18463.910000 sec): 3 clusters
  Score: Raw -319540.963685 + Penalty 2692.545893 = -316848.417792
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 37 (159554 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18464.780000 sec): 2 clusters
  Score: Raw -13682240.845290 + Penalty 1946.772377 = -13680294.072913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18465.610000 sec): 3 clusters
  Score: Raw -13577470.335782 + Penalty 3893.544753 = -13573576.791029
  nChanged 76903
		SP:Iteration 1F (18466.430000 sec): 3 clusters
  Score: Raw -13622906.110818 + Penalty 3893.544753 = -13619012.566065
  nChanged 5555
		SP:Iteration 2Q (18467.320000 sec): 3 clusters
  Score: Raw -13624626.886923 + Penalty 3893.544753 = -13620733.342170
  nChanged 6430
		SP:Iteration 3Q (18468.230000 sec): 3 clusters
  Score: Raw -13627254.743752 + Penalty 3893.544753 = -13623361.198999
  nChanged 7823
		SP:Iteration 4Q (18469.120000 sec): 3 clusters
  Score: Raw -13631356.547623 + Penalty 3893.544753 = -13627463.002870
  nChanged 9215
		SP:Iteration 5F (18469.950000 sec): 3 clusters
  Score: Raw -13637252.296175 + Penalty 3893.544753 = -13633358.751422
  nChanged 10104
		SP:Iteration 6F (18470.830000 sec): 3 clusters
  Score: Raw -13644666.001630 + Penalty 3893.544753 = -13640772.456877
  nChanged 10071
		SP:Iteration 7F (18471.730000 sec): 3 clusters
  Score: Raw -13652494.785362 + Penalty 3893.544753 = -13648601.240609
  nChanged 9546
		SP:Iteration 8F (18472.590000 sec): 3 clusters
  Score: Raw -13659842.922005 + Penalty 3893.544753 = -13655949.377251
  nChanged 8408
		SP:Iteration 9F (18473.510000 sec): 3 clusters
  Score: Raw -13665960.538829 + Penalty 3893.544753 = -13662066.994076
  nChanged 7278
		SP:Iteration 10Q (18474.560000 sec): 3 clusters
  Score: Raw -13670669.168896 + Penalty 3893.544753 = -13666775.624143
  nChanged 6047
		SP:Iteration 11Q (18475.510000 sec): 3 clusters
  Score: Raw -13674124.299279 + Penalty 3893.544753 = -13670230.754526
  nChanged 4946
		SP:Iteration 12Q (18476.450000 sec): 3 clusters
  Score: Raw -13676646.730711 + Penalty 3893.544753 = -13672753.185958
  nChanged 4076
		SP:Iteration 13Q (18477.300000 sec): 3 clusters
  Score: Raw -13678569.406994 + Penalty 3893.544753 = -13674675.862241
  nChanged 3223
		SP:Iteration 14Q (18478.100000 sec): 3 clusters
  Score: Raw -13679936.515750 + Penalty 3893.544753 = -13676042.970997
  nChanged 2417
		SP:Iteration 15Q (18478.840000 sec): 3 clusters
  Score: Raw -13680846.041234 + Penalty 3893.544753 = -13676952.496480
  nChanged 1846
		SP:Iteration 16Q (18479.600000 sec): 3 clusters
  Score: Raw -13681481.833213 + Penalty 3893.544753 = -13677588.288459
  nChanged 1372
		SP:Iteration 17Q (18480.340000 sec): 3 clusters
  Score: Raw -13681906.618773 + Penalty 3893.544753 = -13678013.074020
  nChanged 988
		SP:Iteration 18Q (18481.100000 sec): 3 clusters
  Score: Raw -13682179.419095 + Penalty 3893.544753 = -13678285.874342
  nChanged 747
		SP:Iteration 19Q (18481.880000 sec): 3 clusters
  Score: Raw -13682369.077982 + Penalty 3893.544753 = -13678475.533229
  nChanged 610
		SP:Iteration 20F (18482.740000 sec): 3 clusters
  Score: Raw -13682521.914327 + Penalty 3893.544753 = -13678628.369574
  nChanged 505
		SP:Iteration 21Q (18483.510000 sec): 3 clusters
  Score: Raw -13682639.555758 + Penalty 3893.544753 = -13678746.011005
  nChanged 415
		SP:Iteration 22Q (18484.250000 sec): 3 clusters
  Score: Raw -13682731.006019 + Penalty 3893.544753 = -13678837.461266
  nChanged 304
		SP:Iteration 23Q (18484.990000 sec): 3 clusters
  Score: Raw -13682786.878505 + Penalty 3893.544753 = -13678893.333752
  nChanged 267
		SP:Iteration 24Q (18485.740000 sec): 3 clusters
  Score: Raw -13682835.731178 + Penalty 3893.544753 = -13678942.186425
  nChanged 202
		SP:Iteration 25Q (18486.570000 sec): 3 clusters
  Score: Raw -13682873.842593 + Penalty 3893.544753 = -13678980.297840
  nChanged 191
		SP:Iteration 26Q (18487.400000 sec): 3 clusters
  Score: Raw -13682910.530297 + Penalty 3893.544753 = -13679016.985544
  nChanged 185
		SP:Iteration 27Q (18488.170000 sec): 3 clusters
  Score: Raw -13682942.089327 + Penalty 3893.544753 = -13679048.544574
  nChanged 142
		SP:Iteration 28Q (18488.940000 sec): 3 clusters
  Score: Raw -13682965.653423 + Penalty 3893.544753 = -13679072.108670
  nChanged 116
		SP:Iteration 29Q (18489.710000 sec): 3 clusters
  Score: Raw -13682984.533943 + Penalty 3893.544753 = -13679090.989190
  nChanged 95
		SP:Iteration 30Q (18490.550000 sec): 3 clusters
  Score: Raw -13682998.050572 + Penalty 3893.544753 = -13679104.505819
  nChanged 79
		SP:Iteration 31Q (18491.360000 sec): 3 clusters
  Score: Raw -13683009.197681 + Penalty 3893.544753 = -13679115.652928
  nChanged 69
		SP:Iteration 32Q (18492.070000 sec): 3 clusters
  Score: Raw -13683018.297489 + Penalty 3893.544753 = -13679124.752736
  nChanged 56
		SP:Iteration 33Q (18492.810000 sec): 3 clusters
  Score: Raw -13683026.506751 + Penalty 3893.544753 = -13679132.961998
  nChanged 58
		SP:Iteration 34Q (18493.510000 sec): 3 clusters
  Score: Raw -13683034.252473 + Penalty 3893.544753 = -13679140.707720
  nChanged 51
		SP:Iteration 35Q (18494.300000 sec): 3 clusters
  Score: Raw -13683041.913527 + Penalty 3893.544753 = -13679148.368773
  nChanged 59
		SP:Iteration 36Q (18495.030000 sec): 3 clusters
  Score: Raw -13683049.841326 + Penalty 3893.544753 = -13679156.296573
  nChanged 50
		SP:Iteration 37Q (18495.730000 sec): 3 clusters
  Score: Raw -13683056.607837 + Penalty 3893.544753 = -13679163.063084
  nChanged 44
		SP:Iteration 38Q (18496.530000 sec): 3 clusters
  Score: Raw -13683061.288069 + Penalty 3893.544753 = -13679167.743316
  nChanged 32
		SP:Iteration 39Q (18497.250000 sec): 3 clusters
  Score: Raw -13683064.990137 + Penalty 3893.544753 = -13679171.445383
  nChanged 27
		SP:Iteration 40F (18498.100000 sec): 3 clusters
  Score: Raw -13683067.830092 + Penalty 3893.544753 = -13679174.285339
  nChanged 24
		SP:Iteration 41Q (18498.920000 sec): 3 clusters
  Score: Raw -13683070.553970 + Penalty 3893.544753 = -13679177.009216
  nChanged 26
		SP:Iteration 42Q (18499.700000 sec): 3 clusters
  Score: Raw -13683073.607468 + Penalty 3893.544753 = -13679180.062715
  nChanged 30
		SP:Iteration 43Q (18500.500000 sec): 3 clusters
  Score: Raw -13683077.038210 + Penalty 3893.544753 = -13679183.493456
  nChanged 30
		SP:Iteration 44Q (18501.390000 sec): 3 clusters
  Score: Raw -13683081.365698 + Penalty 3893.544753 = -13679187.820945
  nChanged 30
		SP:Iteration 45Q (18502.130000 sec): 3 clusters
  Score: Raw -13683085.188942 + Penalty 3893.544753 = -13679191.644189
  nChanged 31
		SP:Iteration 46Q (18502.980000 sec): 3 clusters
  Score: Raw -13683089.076314 + Penalty 3893.544753 = -13679195.531560
  nChanged 17
		SP:Iteration 47Q (18503.850000 sec): 3 clusters
  Score: Raw -13683090.495585 + Penalty 3893.544753 = -13679196.950832
  nChanged 16
		SP:Iteration 48Q (18504.550000 sec): 3 clusters
  Score: Raw -13683091.999993 + Penalty 3893.544753 = -13679198.455240
  nChanged 13
		SP:Iteration 49Q (18505.310000 sec): 3 clusters
  Score: Raw -13683093.464841 + Penalty 3893.544753 = -13679199.920088
  nChanged 10
		SP:Iteration 50Q (18506.080000 sec): 3 clusters
  Score: Raw -13683094.390386 + Penalty 3893.544753 = -13679200.845633
  nChanged 8
		SP:Iteration 51Q (18506.950000 sec): 3 clusters
  Score: Raw -13683095.255396 + Penalty 3893.544753 = -13679201.710643
  nChanged 6
		SP:Iteration 52Q (18507.660000 sec): 3 clusters
  Score: Raw -13683095.853742 + Penalty 3893.544753 = -13679202.308989
  nChanged 5
		SP:Iteration 53Q (18508.410000 sec): 3 clusters
  Score: Raw -13683096.340059 + Penalty 3893.544753 = -13679202.795306
  nChanged 8
		SP:Iteration 54Q (18509.200000 sec): 3 clusters
  Score: Raw -13683097.260143 + Penalty 3893.544753 = -13679203.715390
  nChanged 8
		SP:Iteration 55Q (18509.960000 sec): 3 clusters
  Score: Raw -13683098.003121 + Penalty 3893.544753 = -13679204.458368
  nChanged 6
		SP:Iteration 56Q (18510.750000 sec): 3 clusters
  Score: Raw -13683098.460320 + Penalty 3893.544753 = -13679204.915567
  nChanged 4
		SP:Iteration 57Q (18511.540000 sec): 3 clusters
  Score: Raw -13683098.794411 + Penalty 3893.544753 = -13679205.249658
  nChanged 3
		SP:Iteration 58Q (18512.260000 sec): 3 clusters
  Score: Raw -13683099.102190 + Penalty 3893.544753 = -13679205.557436
  nChanged 4
		SP:Iteration 59Q (18513.040000 sec): 3 clusters
  Score: Raw -13683099.466211 + Penalty 3893.544753 = -13679205.921458
  nChanged 2
		SP:Iteration 60F (18513.860000 sec): 3 clusters
  Score: Raw -13683099.617500 + Penalty 3893.544753 = -13679206.072747
  nChanged 1
		SP:Iteration 61Q (18514.630000 sec): 3 clusters
  Score: Raw -13683099.652230 + Penalty 3893.544753 = -13679206.107477
  nChanged 0
		SP:Iteration 62F (18515.480000 sec): 3 clusters
  Score: Raw -13683099.652230 + Penalty 3893.544753 = -13679206.107477
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 38 (9542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18515.690000 sec): 2 clusters
  Score: Raw -793396.073224 + Penalty 1489.061988 = -791907.011236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18515.910000 sec): 3 clusters
  Score: Raw -788024.798352 + Penalty 2978.123975 = -785046.674376
  nChanged 4126
		SP:Iteration 1F (18516.100000 sec): 3 clusters
  Score: Raw -790291.819599 + Penalty 2978.123975 = -787313.695624
  nChanged 607
		SP:Iteration 2F (18516.330000 sec): 3 clusters
  Score: Raw -790579.400030 + Penalty 2978.123975 = -787601.276054
  nChanged 537
		SP:Iteration 3F (18516.550000 sec): 3 clusters
  Score: Raw -790852.899784 + Penalty 2978.123975 = -787874.775808
  nChanged 524
		SP:Iteration 4F (18516.820000 sec): 3 clusters
  Score: Raw -791140.665622 + Penalty 2978.123975 = -788162.541646
  nChanged 506
		SP:Iteration 5F (18517.040000 sec): 3 clusters
  Score: Raw -791464.613315 + Penalty 2978.123975 = -788486.489339
  nChanged 552
		SP:Iteration 6F (18517.240000 sec): 3 clusters
  Score: Raw -791819.304509 + Penalty 2978.123975 = -788841.180533
  nChanged 496
		SP:Iteration 7F (18517.450000 sec): 3 clusters
  Score: Raw -792159.685002 + Penalty 2978.123975 = -789181.561027
  nChanged 440
		SP:Iteration 8Q (18517.680000 sec): 3 clusters
  Score: Raw -792453.054942 + Penalty 2978.123975 = -789474.930967
  nChanged 346
		SP:Iteration 9Q (18517.900000 sec): 3 clusters
  Score: Raw -792704.471040 + Penalty 2978.123975 = -789726.347064
  nChanged 275
		SP:Iteration 10Q (18518.130000 sec): 3 clusters
  Score: Raw -792909.452930 + Penalty 2978.123975 = -789931.328955
  nChanged 226
		SP:Iteration 11Q (18518.350000 sec): 3 clusters
  Score: Raw -793094.814465 + Penalty 2978.123975 = -790116.690490
  nChanged 194
		SP:Iteration 12Q (18518.550000 sec): 3 clusters
  Score: Raw -793260.115808 + Penalty 2978.123975 = -790281.991833
  nChanged 137
		SP:Iteration 13Q (18518.780000 sec): 3 clusters
  Score: Raw -793378.467229 + Penalty 2978.123975 = -790400.343253
  nChanged 85
		SP:Iteration 14Q (18519.000000 sec): 3 clusters
  Score: Raw -793448.688603 + Penalty 2978.123975 = -790470.564627
  nChanged 59
		SP:Iteration 15Q (18519.170000 sec): 3 clusters
  Score: Raw -793497.564645 + Penalty 2978.123975 = -790519.440669
  nChanged 47
		SP:Iteration 16Q (18519.430000 sec): 3 clusters
  Score: Raw -793537.179483 + Penalty 2978.123975 = -790559.055508
  nChanged 36
		SP:Iteration 17Q (18519.660000 sec): 3 clusters
  Score: Raw -793566.799750 + Penalty 2978.123975 = -790588.675775
  nChanged 19
		SP:Iteration 18Q (18519.910000 sec): 3 clusters
  Score: Raw -793584.194523 + Penalty 2978.123975 = -790606.070548
  nChanged 17
		SP:Iteration 19Q (18520.140000 sec): 3 clusters
  Score: Raw -793596.935097 + Penalty 2978.123975 = -790618.811122
  nChanged 11
		SP:Iteration 20F (18520.330000 sec): 3 clusters
  Score: Raw -793606.354544 + Penalty 2978.123975 = -790628.230569
  nChanged 13
		SP:Iteration 21Q (18520.570000 sec): 3 clusters
  Score: Raw -793618.484089 + Penalty 2978.123975 = -790640.360113
  nChanged 7
		SP:Iteration 22Q (18520.780000 sec): 3 clusters
  Score: Raw -793624.970022 + Penalty 2978.123975 = -790646.846046
  nChanged 6
		SP:Iteration 23Q (18521.010000 sec): 3 clusters
  Score: Raw -793628.526947 + Penalty 2978.123975 = -790650.402972
  nChanged 0
		SP:Iteration 24F (18521.220000 sec): 3 clusters
  Score: Raw -793628.526947 + Penalty 2978.123975 = -790650.402972
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 39 (3205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18521.300000 sec): 2 clusters
  Score: Raw -276450.463563 + Penalty 1311.775948 = -275138.687616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18521.500000 sec): 3 clusters
  Score: Raw -274919.460813 + Penalty 2623.551895 = -272295.908918
  nChanged 1215
		SP:Iteration 1F (18521.730000 sec): 3 clusters
  Score: Raw -275629.305506 + Penalty 2623.551895 = -273005.753611
  nChanged 223
		SP:Iteration 2F (18521.930000 sec): 3 clusters
  Score: Raw -275750.396914 + Penalty 2623.551895 = -273126.845019
  nChanged 118
		SP:Iteration 3Q (18522.170000 sec): 3 clusters
  Score: Raw -275808.686149 + Penalty 2623.551895 = -273185.134254
  nChanged 101
		SP:Iteration 4Q (18522.330000 sec): 3 clusters
  Score: Raw -275850.268561 + Penalty 2623.551895 = -273226.716666
  nChanged 56
		SP:Iteration 5Q (18522.560000 sec): 3 clusters
  Score: Raw -275871.120174 + Penalty 2623.551895 = -273247.568279
  nChanged 45
		SP:Iteration 6Q (18522.740000 sec): 3 clusters
  Score: Raw -275887.476095 + Penalty 2623.551895 = -273263.924200
  nChanged 52
		SP:Iteration 7Q (18522.920000 sec): 3 clusters
  Score: Raw -275907.925861 + Penalty 2623.551895 = -273284.373966
  nChanged 47
		SP:Iteration 8Q (18523.160000 sec): 3 clusters
  Score: Raw -275926.715789 + Penalty 2623.551895 = -273303.163894
  nChanged 39
		SP:Iteration 9Q (18523.310000 sec): 3 clusters
  Score: Raw -275941.177159 + Penalty 2623.551895 = -273317.625264
  nChanged 43
		SP:Iteration 10Q (18523.490000 sec): 3 clusters
  Score: Raw -275958.020079 + Penalty 2623.551895 = -273334.468183
  nChanged 51
		SP:Iteration 11Q (18523.630000 sec): 3 clusters
  Score: Raw -275977.106313 + Penalty 2623.551895 = -273353.554418
  nChanged 39
		SP:Iteration 12Q (18523.780000 sec): 3 clusters
  Score: Raw -275994.398061 + Penalty 2623.551895 = -273370.846166
  nChanged 58
		SP:Iteration 13Q (18523.920000 sec): 3 clusters
  Score: Raw -276021.986255 + Penalty 2623.551895 = -273398.434360
  nChanged 60
		SP:Iteration 14Q (18524.060000 sec): 3 clusters
  Score: Raw -276048.520486 + Penalty 2623.551895 = -273424.968591
  nChanged 61
		SP:Iteration 15Q (18524.240000 sec): 3 clusters
  Score: Raw -276078.219659 + Penalty 2623.551895 = -273454.667764
  nChanged 59
		SP:Iteration 16Q (18524.440000 sec): 3 clusters
  Score: Raw -276102.024937 + Penalty 2623.551895 = -273478.473042
  nChanged 57
		SP:Iteration 17Q (18524.670000 sec): 3 clusters
  Score: Raw -276126.101127 + Penalty 2623.551895 = -273502.549232
  nChanged 57
		SP:Iteration 18Q (18524.930000 sec): 3 clusters
  Score: Raw -276153.623009 + Penalty 2623.551895 = -273530.071114
  nChanged 65
		SP:Iteration 19Q (18525.100000 sec): 3 clusters
  Score: Raw -276182.663716 + Penalty 2623.551895 = -273559.111821
  nChanged 59
		SP:Iteration 20F (18525.270000 sec): 3 clusters
  Score: Raw -276213.267768 + Penalty 2623.551895 = -273589.715873
  nChanged 58
		SP:Iteration 21Q (18525.420000 sec): 3 clusters
  Score: Raw -276242.544824 + Penalty 2623.551895 = -273618.992929
  nChanged 53
		SP:Iteration 22Q (18525.560000 sec): 3 clusters
  Score: Raw -276270.707157 + Penalty 2623.551895 = -273647.155262
  nChanged 51
		SP:Iteration 23Q (18525.720000 sec): 3 clusters
  Score: Raw -276297.343792 + Penalty 2623.551895 = -273673.791897
  nChanged 42
		SP:Iteration 24Q (18525.890000 sec): 3 clusters
  Score: Raw -276323.381021 + Penalty 2623.551895 = -273699.829126
  nChanged 35
		SP:Iteration 25Q (18526.100000 sec): 3 clusters
  Score: Raw -276350.068337 + Penalty 2623.551895 = -273726.516442
  nChanged 36
		SP:Iteration 26Q (18526.340000 sec): 3 clusters
  Score: Raw -276378.611989 + Penalty 2623.551895 = -273755.060094
  nChanged 37
		SP:Iteration 27Q (18526.520000 sec): 3 clusters
  Score: Raw -276403.534996 + Penalty 2623.551895 = -273779.983101
  nChanged 34
		SP:Iteration 28Q (18526.690000 sec): 3 clusters
  Score: Raw -276424.653999 + Penalty 2623.551895 = -273801.102104
  nChanged 31
		SP:Iteration 29Q (18526.870000 sec): 3 clusters
  Score: Raw -276445.237579 + Penalty 2623.551895 = -273821.685684
  nChanged 26
		SP:Iteration 30Q (18527.050000 sec): 3 clusters
  Score: Raw -276464.295947 + Penalty 2623.551895 = -273840.744052
  nChanged 21
		SP:Iteration 31Q (18527.190000 sec): 3 clusters
  Score: Raw -276480.480253 + Penalty 2623.551895 = -273856.928358
  nChanged 18
		SP:Iteration 32Q (18527.400000 sec): 3 clusters
  Score: Raw -276492.542458 + Penalty 2623.551895 = -273868.990563
  nChanged 14
		SP:Iteration 33Q (18527.610000 sec): 3 clusters
  Score: Raw -276502.906522 + Penalty 2623.551895 = -273879.354627
  nChanged 9
		SP:Iteration 34Q (18527.800000 sec): 3 clusters
  Score: Raw -276508.602114 + Penalty 2623.551895 = -273885.050219
  nChanged 6
		SP:Iteration 35Q (18528.000000 sec): 3 clusters
  Score: Raw -276512.683782 + Penalty 2623.551895 = -273889.131887
  nChanged 6
		SP:Iteration 36Q (18528.210000 sec): 3 clusters
  Score: Raw -276516.799598 + Penalty 2623.551895 = -273893.247703
  nChanged 6
		SP:Iteration 37Q (18528.370000 sec): 3 clusters
  Score: Raw -276523.693149 + Penalty 2623.551895 = -273900.141254
  nChanged 10
		SP:Iteration 38Q (18528.610000 sec): 3 clusters
  Score: Raw -276529.459878 + Penalty 2623.551895 = -273905.907983
  nChanged 8
		SP:Iteration 39Q (18528.800000 sec): 3 clusters
  Score: Raw -276537.034559 + Penalty 2623.551895 = -273913.482664
  nChanged 10
		SP:Iteration 40F (18529.020000 sec): 3 clusters
  Score: Raw -276545.971064 + Penalty 2623.551895 = -273922.419169
  nChanged 11
		SP:Iteration 41Q (18529.230000 sec): 3 clusters
  Score: Raw -276554.761493 + Penalty 2623.551895 = -273931.209598
  nChanged 6
		SP:Iteration 42Q (18529.470000 sec): 3 clusters
  Score: Raw -276560.097314 + Penalty 2623.551895 = -273936.545419
  nChanged 5
		SP:Iteration 43Q (18529.680000 sec): 3 clusters
  Score: Raw -276563.667691 + Penalty 2623.551895 = -273940.115796
  nChanged 6
		SP:Iteration 44Q (18529.920000 sec): 3 clusters
  Score: Raw -276566.264024 + Penalty 2623.551895 = -273942.712129
  nChanged 2
		SP:Iteration 45Q (18530.130000 sec): 3 clusters
  Score: Raw -276567.042709 + Penalty 2623.551895 = -273943.490814
  nChanged 1
		SP:Iteration 46Q (18530.340000 sec): 3 clusters
  Score: Raw -276568.990134 + Penalty 2623.551895 = -273945.438239
  nChanged 3
		SP:Iteration 47Q (18530.530000 sec): 3 clusters
  Score: Raw -276571.697295 + Penalty 2623.551895 = -273948.145400
  nChanged 0
		SP:Iteration 48F (18530.780000 sec): 3 clusters
  Score: Raw -276571.697295 + Penalty 2623.551895 = -273948.145400
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 40 (6898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18530.890000 sec): 2 clusters
  Score: Raw -575052.121204 + Penalty 1436.335354 = -573615.785851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18531.150000 sec): 3 clusters
  Score: Raw -571308.547691 + Penalty 2872.670708 = -568435.876983
  nChanged 2846
		SP:Iteration 1F (18531.350000 sec): 3 clusters
  Score: Raw -572842.057358 + Penalty 2872.670708 = -569969.386650
  nChanged 488
		SP:Iteration 2F (18531.550000 sec): 3 clusters
  Score: Raw -573095.850007 + Penalty 2872.670708 = -570223.179299
  nChanged 389
		SP:Iteration 3F (18531.770000 sec): 3 clusters
  Score: Raw -573286.572828 + Penalty 2872.670708 = -570413.902120
  nChanged 322
		SP:Iteration 4Q (18531.980000 sec): 3 clusters
  Score: Raw -573441.978851 + Penalty 2872.670708 = -570569.308143
  nChanged 291
		SP:Iteration 5Q (18532.200000 sec): 3 clusters
  Score: Raw -573571.981573 + Penalty 2872.670708 = -570699.310865
  nChanged 251
		SP:Iteration 6Q (18532.410000 sec): 3 clusters
  Score: Raw -573694.235551 + Penalty 2872.670708 = -570821.564843
  nChanged 232
		SP:Iteration 7Q (18532.670000 sec): 3 clusters
  Score: Raw -573803.088198 + Penalty 2872.670708 = -570930.417490
  nChanged 207
		SP:Iteration 8Q (18532.860000 sec): 3 clusters
  Score: Raw -573895.742293 + Penalty 2872.670708 = -571023.071585
  nChanged 192
		SP:Iteration 9Q (18533.130000 sec): 3 clusters
  Score: Raw -573992.984251 + Penalty 2872.670708 = -571120.313543
  nChanged 205
		SP:Iteration 10Q (18533.370000 sec): 3 clusters
  Score: Raw -574101.882422 + Penalty 2872.670708 = -571229.211714
  nChanged 233
		SP:Iteration 11Q (18533.580000 sec): 3 clusters
  Score: Raw -574230.847180 + Penalty 2872.670708 = -571358.176472
  nChanged 256
		SP:Iteration 12Q (18533.780000 sec): 3 clusters
  Score: Raw -574384.566379 + Penalty 2872.670708 = -571511.895671
  nChanged 243
		SP:Iteration 13Q (18533.990000 sec): 3 clusters
  Score: Raw -574532.536982 + Penalty 2872.670708 = -571659.866274
  nChanged 227
		SP:Iteration 14Q (18534.170000 sec): 3 clusters
  Score: Raw -574691.609025 + Penalty 2872.670708 = -571818.938317
  nChanged 231
		SP:Iteration 15Q (18534.360000 sec): 3 clusters
  Score: Raw -574849.248503 + Penalty 2872.670708 = -571976.577795
  nChanged 189
		SP:Iteration 16Q (18534.560000 sec): 3 clusters
  Score: Raw -574980.242097 + Penalty 2872.670708 = -572107.571389
  nChanged 164
		SP:Iteration 17Q (18534.780000 sec): 3 clusters
  Score: Raw -575083.644651 + Penalty 2872.670708 = -572210.973944
  nChanged 141
		SP:Iteration 18Q (18534.940000 sec): 3 clusters
  Score: Raw -575162.425790 + Penalty 2872.670708 = -572289.755082
  nChanged 110
		SP:Iteration 19Q (18535.120000 sec): 3 clusters
  Score: Raw -575224.053802 + Penalty 2872.670708 = -572351.383094
  nChanged 98
		SP:Iteration 20F (18535.320000 sec): 3 clusters
  Score: Raw -575279.476211 + Penalty 2872.670708 = -572406.805503
  nChanged 75
		SP:Iteration 21Q (18535.530000 sec): 3 clusters
  Score: Raw -575316.024729 + Penalty 2872.670708 = -572443.354021
  nChanged 76
		SP:Iteration 22Q (18535.780000 sec): 3 clusters
  Score: Raw -575352.944908 + Penalty 2872.670708 = -572480.274200
  nChanged 65
		SP:Iteration 23Q (18536.000000 sec): 3 clusters
  Score: Raw -575386.680001 + Penalty 2872.670708 = -572514.009293
  nChanged 66
		SP:Iteration 24Q (18536.200000 sec): 3 clusters
  Score: Raw -575423.564439 + Penalty 2872.670708 = -572550.893732
  nChanged 57
		SP:Iteration 25Q (18536.370000 sec): 3 clusters
  Score: Raw -575456.447385 + Penalty 2872.670708 = -572583.776677
  nChanged 48
		SP:Iteration 26Q (18536.550000 sec): 3 clusters
  Score: Raw -575478.046099 + Penalty 2872.670708 = -572605.375392
  nChanged 40
		SP:Iteration 27Q (18536.780000 sec): 3 clusters
  Score: Raw -575498.490140 + Penalty 2872.670708 = -572625.819432
  nChanged 36
		SP:Iteration 28Q (18537.000000 sec): 3 clusters
  Score: Raw -575522.514800 + Penalty 2872.670708 = -572649.844092
  nChanged 44
		SP:Iteration 29Q (18537.240000 sec): 3 clusters
  Score: Raw -575548.927608 + Penalty 2872.670708 = -572676.256900
  nChanged 39
		SP:Iteration 30Q (18537.460000 sec): 3 clusters
  Score: Raw -575573.738242 + Penalty 2872.670708 = -572701.067534
  nChanged 23
		SP:Iteration 31Q (18537.660000 sec): 3 clusters
  Score: Raw -575587.061299 + Penalty 2872.670708 = -572714.390591
  nChanged 23
		SP:Iteration 32Q (18537.840000 sec): 3 clusters
  Score: Raw -575605.782948 + Penalty 2872.670708 = -572733.112240
  nChanged 29
		SP:Iteration 33Q (18538.040000 sec): 3 clusters
  Score: Raw -575626.103821 + Penalty 2872.670708 = -572753.433113
  nChanged 29
		SP:Iteration 34Q (18538.230000 sec): 3 clusters
  Score: Raw -575642.639910 + Penalty 2872.670708 = -572769.969202
  nChanged 21
		SP:Iteration 35Q (18538.430000 sec): 3 clusters
  Score: Raw -575658.586400 + Penalty 2872.670708 = -572785.915692
  nChanged 24
		SP:Iteration 36Q (18538.650000 sec): 3 clusters
  Score: Raw -575675.046291 + Penalty 2872.670708 = -572802.375583
  nChanged 19
		SP:Iteration 37Q (18538.890000 sec): 3 clusters
  Score: Raw -575685.204564 + Penalty 2872.670708 = -572812.533856
  nChanged 15
		SP:Iteration 38Q (18539.050000 sec): 3 clusters
  Score: Raw -575695.293360 + Penalty 2872.670708 = -572822.622652
  nChanged 10
		SP:Iteration 39Q (18539.230000 sec): 3 clusters
  Score: Raw -575700.227437 + Penalty 2872.670708 = -572827.556729
  nChanged 12
		SP:Iteration 40F (18539.400000 sec): 3 clusters
  Score: Raw -575707.116103 + Penalty 2872.670708 = -572834.445395
  nChanged 10
		SP:Iteration 41Q (18539.600000 sec): 3 clusters
  Score: Raw -575711.687398 + Penalty 2872.670708 = -572839.016690
  nChanged 9
		SP:Iteration 42Q (18539.800000 sec): 3 clusters
  Score: Raw -575716.423357 + Penalty 2872.670708 = -572843.752650
  nChanged 5
		SP:Iteration 43Q (18540.000000 sec): 3 clusters
  Score: Raw -575718.407238 + Penalty 2872.670708 = -572845.736530
  nChanged 3
		SP:Iteration 44Q (18540.260000 sec): 3 clusters
  Score: Raw -575719.578523 + Penalty 2872.670708 = -572846.907815
  nChanged 1
		SP:Iteration 45Q (18540.440000 sec): 3 clusters
  Score: Raw -575719.655271 + Penalty 2872.670708 = -572846.984563
  nChanged 0
		SP:Iteration 46F (18540.640000 sec): 3 clusters
  Score: Raw -575719.655271 + Penalty 2872.670708 = -572846.984563
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 41 (8410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18540.820000 sec): 2 clusters
  Score: Raw -675069.857651 + Penalty 1468.541222 = -673601.316429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18541.000000 sec): 3 clusters
  Score: Raw -670387.181888 + Penalty 2937.082445 = -667450.099444
  nChanged 3558
		SP:Iteration 1F (18541.240000 sec): 3 clusters
  Score: Raw -672279.791374 + Penalty 2937.082445 = -669342.708930
  nChanged 544
		SP:Iteration 2F (18541.440000 sec): 3 clusters
  Score: Raw -672551.801963 + Penalty 2937.082445 = -669614.719518
  nChanged 455
		SP:Iteration 3F (18541.630000 sec): 3 clusters
  Score: Raw -672783.620022 + Penalty 2937.082445 = -669846.537577
  nChanged 444
		SP:Iteration 4F (18541.860000 sec): 3 clusters
  Score: Raw -672996.245439 + Penalty 2937.082445 = -670059.162994
  nChanged 368
		SP:Iteration 5Q (18542.110000 sec): 3 clusters
  Score: Raw -673185.714452 + Penalty 2937.082445 = -670248.632008
  nChanged 344
		SP:Iteration 6Q (18542.300000 sec): 3 clusters
  Score: Raw -673362.149544 + Penalty 2937.082445 = -670425.067100
  nChanged 298
		SP:Iteration 7Q (18542.510000 sec): 3 clusters
  Score: Raw -673509.663335 + Penalty 2937.082445 = -670572.580891
  nChanged 291
		SP:Iteration 8Q (18542.690000 sec): 3 clusters
  Score: Raw -673648.571097 + Penalty 2937.082445 = -670711.488652
  nChanged 282
		SP:Iteration 9Q (18542.890000 sec): 3 clusters
  Score: Raw -673783.277955 + Penalty 2937.082445 = -670846.195511
  nChanged 270
		SP:Iteration 10Q (18543.130000 sec): 3 clusters
  Score: Raw -673921.567232 + Penalty 2937.082445 = -670984.484787
  nChanged 295
		SP:Iteration 11Q (18543.410000 sec): 3 clusters
  Score: Raw -674073.032258 + Penalty 2937.082445 = -671135.949813
  nChanged 270
		SP:Iteration 12Q (18543.630000 sec): 3 clusters
  Score: Raw -674211.651148 + Penalty 2937.082445 = -671274.568703
  nChanged 226
		SP:Iteration 13Q (18543.860000 sec): 3 clusters
  Score: Raw -674352.961909 + Penalty 2937.082445 = -671415.879464
  nChanged 213
		SP:Iteration 14Q (18544.150000 sec): 3 clusters
  Score: Raw -674463.957781 + Penalty 2937.082445 = -671526.875337
  nChanged 196
		SP:Iteration 15Q (18544.370000 sec): 3 clusters
  Score: Raw -674549.745029 + Penalty 2937.082445 = -671612.662584
  nChanged 153
		SP:Iteration 16Q (18544.600000 sec): 3 clusters
  Score: Raw -674612.853320 + Penalty 2937.082445 = -671675.770876
  nChanged 132
		SP:Iteration 17Q (18544.840000 sec): 3 clusters
  Score: Raw -674665.341329 + Penalty 2937.082445 = -671728.258884
  nChanged 108
		SP:Iteration 18Q (18545.060000 sec): 3 clusters
  Score: Raw -674701.516883 + Penalty 2937.082445 = -671764.434438
  nChanged 91
		SP:Iteration 19Q (18545.230000 sec): 3 clusters
  Score: Raw -674732.218744 + Penalty 2937.082445 = -671795.136299
  nChanged 107
		SP:Iteration 20F (18545.440000 sec): 3 clusters
  Score: Raw -674768.910861 + Penalty 2937.082445 = -671831.828416
  nChanged 94
		SP:Iteration 21Q (18545.660000 sec): 3 clusters
  Score: Raw -674796.171826 + Penalty 2937.082445 = -671859.089381
  nChanged 78
		SP:Iteration 22Q (18545.850000 sec): 3 clusters
  Score: Raw -674823.863874 + Penalty 2937.082445 = -671886.781429
  nChanged 93
		SP:Iteration 23Q (18546.030000 sec): 3 clusters
  Score: Raw -674852.826185 + Penalty 2937.082445 = -671915.743740
  nChanged 72
		SP:Iteration 24Q (18546.220000 sec): 3 clusters
  Score: Raw -674876.794049 + Penalty 2937.082445 = -671939.711604
  nChanged 64
		SP:Iteration 25Q (18546.430000 sec): 3 clusters
  Score: Raw -674901.448121 + Penalty 2937.082445 = -671964.365676
  nChanged 75
		SP:Iteration 26Q (18546.630000 sec): 3 clusters
  Score: Raw -674927.781422 + Penalty 2937.082445 = -671990.698978
  nChanged 70
		SP:Iteration 27Q (18546.840000 sec): 3 clusters
  Score: Raw -674949.460387 + Penalty 2937.082445 = -672012.377943
  nChanged 62
		SP:Iteration 28Q (18547.060000 sec): 3 clusters
  Score: Raw -674968.942754 + Penalty 2937.082445 = -672031.860309
  nChanged 64
		SP:Iteration 29Q (18547.280000 sec): 3 clusters
  Score: Raw -674986.747897 + Penalty 2937.082445 = -672049.665452
  nChanged 52
		SP:Iteration 30Q (18547.480000 sec): 3 clusters
  Score: Raw -675005.865699 + Penalty 2937.082445 = -672068.783254
  nChanged 56
		SP:Iteration 31Q (18547.710000 sec): 3 clusters
  Score: Raw -675022.126295 + Penalty 2937.082445 = -672085.043850
  nChanged 56
		SP:Iteration 32Q (18547.920000 sec): 3 clusters
  Score: Raw -675037.355871 + Penalty 2937.082445 = -672100.273426
  nChanged 54
		SP:Iteration 33Q (18548.170000 sec): 3 clusters
  Score: Raw -675050.886740 + Penalty 2937.082445 = -672113.804295
  nChanged 52
		SP:Iteration 34Q (18548.450000 sec): 3 clusters
  Score: Raw -675068.325300 + Penalty 2937.082445 = -672131.242855
  nChanged 56
		SP:Iteration 35Q (18548.650000 sec): 3 clusters
  Score: Raw -675086.811624 + Penalty 2937.082445 = -672149.729179
  nChanged 58
		SP:Iteration 36Q (18548.830000 sec): 3 clusters
  Score: Raw -675104.844014 + Penalty 2937.082445 = -672167.761569
  nChanged 50
		SP:Iteration 37Q (18549.020000 sec): 3 clusters
  Score: Raw -675121.848558 + Penalty 2937.082445 = -672184.766114
  nChanged 55
		SP:Iteration 38Q (18549.270000 sec): 3 clusters
  Score: Raw -675136.457407 + Penalty 2937.082445 = -672199.374962
  nChanged 47
		SP:Iteration 39Q (18549.530000 sec): 3 clusters
  Score: Raw -675145.251074 + Penalty 2937.082445 = -672208.168629
  nChanged 39
		SP:Iteration 40F (18549.730000 sec): 3 clusters
  Score: Raw -675152.914627 + Penalty 2937.082445 = -672215.832182
  nChanged 34
		SP:Iteration 41Q (18549.930000 sec): 3 clusters
  Score: Raw -675160.163792 + Penalty 2937.082445 = -672223.081347
  nChanged 34
		SP:Iteration 42Q (18550.170000 sec): 3 clusters
  Score: Raw -675167.000783 + Penalty 2937.082445 = -672229.918339
  nChanged 29
		SP:Iteration 43Q (18550.380000 sec): 3 clusters
  Score: Raw -675172.228417 + Penalty 2937.082445 = -672235.145972
  nChanged 24
		SP:Iteration 44Q (18550.580000 sec): 3 clusters
  Score: Raw -675175.781898 + Penalty 2937.082445 = -672238.699453
  nChanged 19
		SP:Iteration 45Q (18550.810000 sec): 3 clusters
  Score: Raw -675179.309668 + Penalty 2937.082445 = -672242.227224
  nChanged 17
		SP:Iteration 46Q (18551.010000 sec): 3 clusters
  Score: Raw -675181.837450 + Penalty 2937.082445 = -672244.755005
  nChanged 12
		SP:Iteration 47Q (18551.260000 sec): 3 clusters
  Score: Raw -675183.980722 + Penalty 2937.082445 = -672246.898277
  nChanged 11
		SP:Iteration 48Q (18551.430000 sec): 3 clusters
  Score: Raw -675185.539867 + Penalty 2937.082445 = -672248.457423
  nChanged 13
		SP:Iteration 49Q (18551.670000 sec): 3 clusters
  Score: Raw -675187.280621 + Penalty 2937.082445 = -672250.198176
  nChanged 12
		SP:Iteration 50Q (18551.870000 sec): 3 clusters
  Score: Raw -675189.605383 + Penalty 2937.082445 = -672252.522938
  nChanged 14
		SP:Iteration 51Q (18552.100000 sec): 3 clusters
  Score: Raw -675192.467795 + Penalty 2937.082445 = -672255.385350
  nChanged 14
		SP:Iteration 52Q (18552.290000 sec): 3 clusters
  Score: Raw -675195.728737 + Penalty 2937.082445 = -672258.646292
  nChanged 9
		SP:Iteration 53Q (18552.470000 sec): 3 clusters
  Score: Raw -675197.673402 + Penalty 2937.082445 = -672260.590958
  nChanged 11
		SP:Iteration 54Q (18552.700000 sec): 3 clusters
  Score: Raw -675199.320603 + Penalty 2937.082445 = -672262.238158
  nChanged 14
		SP:Iteration 55Q (18552.910000 sec): 3 clusters
  Score: Raw -675201.361486 + Penalty 2937.082445 = -672264.279041
  nChanged 15
		SP:Iteration 56Q (18553.120000 sec): 3 clusters
  Score: Raw -675203.470361 + Penalty 2937.082445 = -672266.387916
  nChanged 9
		SP:Iteration 57Q (18553.330000 sec): 3 clusters
  Score: Raw -675204.638008 + Penalty 2937.082445 = -672267.555564
  nChanged 13
		SP:Iteration 58Q (18553.560000 sec): 3 clusters
  Score: Raw -675206.654386 + Penalty 2937.082445 = -672269.571942
  nChanged 11
		SP:Iteration 59Q (18553.760000 sec): 3 clusters
  Score: Raw -675208.301239 + Penalty 2937.082445 = -672271.218795
  nChanged 13
		SP:Iteration 60F (18553.970000 sec): 3 clusters
  Score: Raw -675210.409046 + Penalty 2937.082445 = -672273.326601
  nChanged 11
		SP:Iteration 61Q (18554.180000 sec): 3 clusters
  Score: Raw -675211.980569 + Penalty 2937.082445 = -672274.898124
  nChanged 12
		SP:Iteration 62Q (18554.390000 sec): 3 clusters
  Score: Raw -675213.583176 + Penalty 2937.082445 = -672276.500731
  nChanged 7
		SP:Iteration 63Q (18554.600000 sec): 3 clusters
  Score: Raw -675214.952559 + Penalty 2937.082445 = -672277.870114
  nChanged 12
		SP:Iteration 64Q (18554.780000 sec): 3 clusters
  Score: Raw -675216.456154 + Penalty 2937.082445 = -672279.373709
  nChanged 10
		SP:Iteration 65Q (18555.030000 sec): 3 clusters
  Score: Raw -675217.927254 + Penalty 2937.082445 = -672280.844809
  nChanged 9
		SP:Iteration 66Q (18555.250000 sec): 3 clusters
  Score: Raw -675218.951652 + Penalty 2937.082445 = -672281.869207
  nChanged 6
		SP:Iteration 67Q (18555.500000 sec): 3 clusters
  Score: Raw -675219.339996 + Penalty 2937.082445 = -672282.257551
  nChanged 1
		SP:Iteration 68Q (18555.690000 sec): 3 clusters
  Score: Raw -675219.461778 + Penalty 2937.082445 = -672282.379333
  nChanged 1
		SP:Iteration 69Q (18555.900000 sec): 3 clusters
  Score: Raw -675219.534579 + Penalty 2937.082445 = -672282.452134
  nChanged 1
		SP:Iteration 70Q (18556.120000 sec): 3 clusters
  Score: Raw -675219.597881 + Penalty 2937.082445 = -672282.515436
  nChanged 0
		SP:Iteration 71F (18556.300000 sec): 3 clusters
  Score: Raw -675219.597881 + Penalty 2937.082445 = -672282.515436
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 42 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18556.430000 sec): 2 clusters
  Score: Raw -43339.896402 + Penalty 1002.561744 = -42337.334658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18556.680000 sec): 3 clusters
  Score: Raw -43292.111230 + Penalty 2005.123488 = -41286.987742
  nChanged 106
		SP:Iteration 1F (18556.840000 sec): 3 clusters
  Score: Raw -43451.682518 + Penalty 2005.123488 = -41446.559030
  nChanged 21
		SP:Iteration 2Q (18557.050000 sec): 3 clusters
  Score: Raw -43478.279748 + Penalty 2005.123488 = -41473.156260
  nChanged 5
		SP:Iteration 3Q (18557.290000 sec): 3 clusters
  Score: Raw -43486.305290 + Penalty 2005.123488 = -41481.181802
  nChanged 1
		SP:Iteration 4Q (18557.450000 sec): 3 clusters
  Score: Raw -43487.300609 + Penalty 2005.123488 = -41482.177121
  nChanged 0
		SP:Iteration 5F (18557.670000 sec): 3 clusters
  Score: Raw -43487.300609 + Penalty 2005.123488 = -41482.177121
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 43 (8582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18557.820000 sec): 2 clusters
  Score: Raw -701935.389635 + Penalty 1471.831118 = -700463.558516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18558.050000 sec): 3 clusters
  Score: Raw -697201.963025 + Penalty 2943.662236 = -694258.300788
  nChanged 3644
		SP:Iteration 1F (18558.250000 sec): 3 clusters
  Score: Raw -699122.397136 + Penalty 2943.662236 = -696178.734899
  nChanged 545
		SP:Iteration 2F (18558.490000 sec): 3 clusters
  Score: Raw -699362.383606 + Penalty 2943.662236 = -696418.721370
  nChanged 417
		SP:Iteration 3Q (18558.710000 sec): 3 clusters
  Score: Raw -699536.162037 + Penalty 2943.662236 = -696592.499801
  nChanged 373
		SP:Iteration 4Q (18558.930000 sec): 3 clusters
  Score: Raw -699695.518042 + Penalty 2943.662236 = -696751.855806
  nChanged 380
		SP:Iteration 5Q (18559.180000 sec): 3 clusters
  Score: Raw -699870.726155 + Penalty 2943.662236 = -696927.063919
  nChanged 376
		SP:Iteration 6Q (18559.410000 sec): 3 clusters
  Score: Raw -700049.065582 + Penalty 2943.662236 = -697105.403346
  nChanged 350
		SP:Iteration 7Q (18559.580000 sec): 3 clusters
  Score: Raw -700231.184275 + Penalty 2943.662236 = -697287.522038
  nChanged 359
		SP:Iteration 8Q (18559.790000 sec): 3 clusters
  Score: Raw -700415.546101 + Penalty 2943.662236 = -697471.883865
  nChanged 332
		SP:Iteration 9Q (18560.040000 sec): 3 clusters
  Score: Raw -700598.022117 + Penalty 2943.662236 = -697654.359880
  nChanged 319
		SP:Iteration 10Q (18560.280000 sec): 3 clusters
  Score: Raw -700782.443551 + Penalty 2943.662236 = -697838.781315
  nChanged 325
		SP:Iteration 11Q (18560.490000 sec): 3 clusters
  Score: Raw -700976.876173 + Penalty 2943.662236 = -698033.213937
  nChanged 350
		SP:Iteration 12Q (18560.710000 sec): 3 clusters
  Score: Raw -701193.317149 + Penalty 2943.662236 = -698249.654912
  nChanged 325
		SP:Iteration 13Q (18560.940000 sec): 3 clusters
  Score: Raw -701387.170454 + Penalty 2943.662236 = -698443.508218
  nChanged 287
		SP:Iteration 14Q (18561.200000 sec): 3 clusters
  Score: Raw -701580.128169 + Penalty 2943.662236 = -698636.465933
  nChanged 305
		SP:Iteration 15Q (18561.400000 sec): 3 clusters
  Score: Raw -701792.517958 + Penalty 2943.662236 = -698848.855722
  nChanged 276
		SP:Iteration 16Q (18561.600000 sec): 3 clusters
  Score: Raw -701979.015365 + Penalty 2943.662236 = -699035.353128
  nChanged 232
		SP:Iteration 17Q (18561.840000 sec): 3 clusters
  Score: Raw -702147.817417 + Penalty 2943.662236 = -699204.155181
  nChanged 199
		SP:Iteration 18Q (18562.120000 sec): 3 clusters
  Score: Raw -702291.118963 + Penalty 2943.662236 = -699347.456727
  nChanged 163
		SP:Iteration 19Q (18562.340000 sec): 3 clusters
  Score: Raw -702406.114373 + Penalty 2943.662236 = -699462.452136
  nChanged 106
		SP:Iteration 20F (18562.550000 sec): 3 clusters
  Score: Raw -702480.368495 + Penalty 2943.662236 = -699536.706259
  nChanged 72
		SP:Iteration 21Q (18562.780000 sec): 3 clusters
  Score: Raw -702525.797029 + Penalty 2943.662236 = -699582.134793
  nChanged 46
		SP:Iteration 22Q (18563.020000 sec): 3 clusters
  Score: Raw -702555.855721 + Penalty 2943.662236 = -699612.193485
  nChanged 45
		SP:Iteration 23Q (18563.270000 sec): 3 clusters
  Score: Raw -702582.017164 + Penalty 2943.662236 = -699638.354928
  nChanged 23
		SP:Iteration 24Q (18563.470000 sec): 3 clusters
  Score: Raw -702592.641322 + Penalty 2943.662236 = -699648.979086
  nChanged 17
		SP:Iteration 25Q (18563.710000 sec): 3 clusters
  Score: Raw -702600.143584 + Penalty 2943.662236 = -699656.481348
  nChanged 14
		SP:Iteration 26Q (18563.970000 sec): 3 clusters
  Score: Raw -702607.926355 + Penalty 2943.662236 = -699664.264119
  nChanged 11
		SP:Iteration 27Q (18564.190000 sec): 3 clusters
  Score: Raw -702613.053696 + Penalty 2943.662236 = -699669.391460
  nChanged 6
		SP:Iteration 28Q (18564.400000 sec): 3 clusters
  Score: Raw -702615.462570 + Penalty 2943.662236 = -699671.800334
  nChanged 3
		SP:Iteration 29Q (18564.650000 sec): 3 clusters
  Score: Raw -702617.978903 + Penalty 2943.662236 = -699674.316667
  nChanged 1
		SP:Iteration 30Q (18564.870000 sec): 3 clusters
  Score: Raw -702618.288990 + Penalty 2943.662236 = -699674.626753
  nChanged 1
		SP:Iteration 31Q (18565.080000 sec): 3 clusters
  Score: Raw -702618.743016 + Penalty 2943.662236 = -699675.080780
  nChanged 2
		SP:Iteration 32Q (18565.310000 sec): 3 clusters
  Score: Raw -702619.569405 + Penalty 2943.662236 = -699675.907169
  nChanged 0
		SP:Iteration 33F (18565.520000 sec): 3 clusters
  Score: Raw -702619.569405 + Penalty 2943.662236 = -699675.907169
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 44 (3363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18565.690000 sec): 2 clusters
  Score: Raw -279698.414596 + Penalty 1319.595666 = -278378.818931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18565.850000 sec): 3 clusters
  Score: Raw -278084.282178 + Penalty 2639.191331 = -275445.090847
  nChanged 1296
		SP:Iteration 1F (18566.070000 sec): 3 clusters
  Score: Raw -278860.871302 + Penalty 2639.191331 = -276221.679971
  nChanged 268
		SP:Iteration 2F (18566.290000 sec): 3 clusters
  Score: Raw -279041.145407 + Penalty 2639.191331 = -276401.954075
  nChanged 209
		SP:Iteration 3F (18566.440000 sec): 3 clusters
  Score: Raw -279208.201511 + Penalty 2639.191331 = -276569.010180
  nChanged 198
		SP:Iteration 4F (18566.690000 sec): 3 clusters
  Score: Raw -279410.241719 + Penalty 2639.191331 = -276771.050387
  nChanged 186
		SP:Iteration 5F (18566.910000 sec): 3 clusters
  Score: Raw -279642.703603 + Penalty 2639.191331 = -277003.512271
  nChanged 195
		SP:Iteration 6F (18567.080000 sec): 3 clusters
  Score: Raw -279830.412825 + Penalty 2639.191331 = -277191.221493
  nChanged 153
		SP:Iteration 7Q (18567.260000 sec): 3 clusters
  Score: Raw -279958.869119 + Penalty 2639.191331 = -277319.677788
  nChanged 125
		SP:Iteration 8Q (18567.490000 sec): 3 clusters
  Score: Raw -280060.403765 + Penalty 2639.191331 = -277421.212434
  nChanged 79
		SP:Iteration 9Q (18567.630000 sec): 3 clusters
  Score: Raw -280112.740645 + Penalty 2639.191331 = -277473.549313
  nChanged 50
		SP:Iteration 10Q (18567.860000 sec): 3 clusters
  Score: Raw -280143.076173 + Penalty 2639.191331 = -277503.884842
  nChanged 31
		SP:Iteration 11Q (18568.090000 sec): 3 clusters
  Score: Raw -280160.421637 + Penalty 2639.191331 = -277521.230305
  nChanged 24
		SP:Iteration 12Q (18568.270000 sec): 3 clusters
  Score: Raw -280173.413100 + Penalty 2639.191331 = -277534.221769
  nChanged 22
		SP:Iteration 13Q (18568.470000 sec): 3 clusters
  Score: Raw -280184.672070 + Penalty 2639.191331 = -277545.480739
  nChanged 15
		SP:Iteration 14Q (18568.670000 sec): 3 clusters
  Score: Raw -280191.902147 + Penalty 2639.191331 = -277552.710816
  nChanged 18
		SP:Iteration 15Q (18568.830000 sec): 3 clusters
  Score: Raw -280203.898604 + Penalty 2639.191331 = -277564.707272
  nChanged 22
		SP:Iteration 16Q (18569.040000 sec): 3 clusters
  Score: Raw -280213.815917 + Penalty 2639.191331 = -277574.624585
  nChanged 15
		SP:Iteration 17Q (18569.200000 sec): 3 clusters
  Score: Raw -280219.721184 + Penalty 2639.191331 = -277580.529852
  nChanged 10
		SP:Iteration 18Q (18569.390000 sec): 3 clusters
  Score: Raw -280224.510067 + Penalty 2639.191331 = -277585.318736
  nChanged 16
		SP:Iteration 19Q (18569.600000 sec): 3 clusters
  Score: Raw -280231.277540 + Penalty 2639.191331 = -277592.086208
  nChanged 12
		SP:Iteration 20F (18569.830000 sec): 3 clusters
  Score: Raw -280239.306354 + Penalty 2639.191331 = -277600.115023
  nChanged 13
		SP:Iteration 21Q (18570.060000 sec): 3 clusters
  Score: Raw -280245.244830 + Penalty 2639.191331 = -277606.053498
  nChanged 15
		SP:Iteration 22Q (18570.270000 sec): 3 clusters
  Score: Raw -280252.270400 + Penalty 2639.191331 = -277613.079069
  nChanged 13
		SP:Iteration 23Q (18570.510000 sec): 3 clusters
  Score: Raw -280259.543001 + Penalty 2639.191331 = -277620.351669
  nChanged 17
		SP:Iteration 24Q (18570.670000 sec): 3 clusters
  Score: Raw -280267.025695 + Penalty 2639.191331 = -277627.834364
  nChanged 16
		SP:Iteration 25Q (18570.940000 sec): 3 clusters
  Score: Raw -280272.515442 + Penalty 2639.191331 = -277633.324111
  nChanged 11
		SP:Iteration 26Q (18571.130000 sec): 3 clusters
  Score: Raw -280276.853967 + Penalty 2639.191331 = -277637.662635
  nChanged 9
		SP:Iteration 27Q (18571.340000 sec): 3 clusters
  Score: Raw -280281.524847 + Penalty 2639.191331 = -277642.333515
  nChanged 13
		SP:Iteration 28Q (18571.590000 sec): 3 clusters
  Score: Raw -280286.959653 + Penalty 2639.191331 = -277647.768322
  nChanged 11
		SP:Iteration 29Q (18571.800000 sec): 3 clusters
  Score: Raw -280292.653422 + Penalty 2639.191331 = -277653.462091
  nChanged 16
		SP:Iteration 30Q (18572.010000 sec): 3 clusters
  Score: Raw -280298.527574 + Penalty 2639.191331 = -277659.336243
  nChanged 10
		SP:Iteration 31Q (18572.190000 sec): 3 clusters
  Score: Raw -280302.795889 + Penalty 2639.191331 = -277663.604558
  nChanged 10
		SP:Iteration 32Q (18572.410000 sec): 3 clusters
  Score: Raw -280305.933665 + Penalty 2639.191331 = -277666.742334
  nChanged 7
		SP:Iteration 33Q (18572.670000 sec): 3 clusters
  Score: Raw -280308.072217 + Penalty 2639.191331 = -277668.880886
  nChanged 7
		SP:Iteration 34Q (18572.840000 sec): 3 clusters
  Score: Raw -280311.368971 + Penalty 2639.191331 = -277672.177639
  nChanged 9
		SP:Iteration 35Q (18573.010000 sec): 3 clusters
  Score: Raw -280317.968538 + Penalty 2639.191331 = -277678.777207
  nChanged 16
		SP:Iteration 36Q (18573.200000 sec): 3 clusters
  Score: Raw -280328.047080 + Penalty 2639.191331 = -277688.855749
  nChanged 15
		SP:Iteration 37Q (18573.380000 sec): 3 clusters
  Score: Raw -280335.585896 + Penalty 2639.191331 = -277696.394565
  nChanged 17
		SP:Iteration 38Q (18573.620000 sec): 3 clusters
  Score: Raw -280342.191736 + Penalty 2639.191331 = -277703.000405
  nChanged 13
		SP:Iteration 39Q (18573.820000 sec): 3 clusters
  Score: Raw -280346.253124 + Penalty 2639.191331 = -277707.061793
  nChanged 10
		SP:Iteration 40F (18573.980000 sec): 3 clusters
  Score: Raw -280349.494900 + Penalty 2639.191331 = -277710.303569
  nChanged 12
		SP:Iteration 41Q (18574.120000 sec): 3 clusters
  Score: Raw -280354.518406 + Penalty 2639.191331 = -277715.327075
  nChanged 8
		SP:Iteration 42Q (18574.300000 sec): 3 clusters
  Score: Raw -280358.040174 + Penalty 2639.191331 = -277718.848843
  nChanged 10
		SP:Iteration 43Q (18574.480000 sec): 3 clusters
  Score: Raw -280360.925984 + Penalty 2639.191331 = -277721.734653
  nChanged 2
		SP:Iteration 44Q (18574.660000 sec): 3 clusters
  Score: Raw -280361.480253 + Penalty 2639.191331 = -277722.288922
  nChanged 2
		SP:Iteration 45Q (18574.830000 sec): 3 clusters
  Score: Raw -280361.793364 + Penalty 2639.191331 = -277722.602033
  nChanged 1
		SP:Iteration 46Q (18575.050000 sec): 3 clusters
  Score: Raw -280361.966265 + Penalty 2639.191331 = -277722.774934
  nChanged 1
		SP:Iteration 47Q (18575.180000 sec): 3 clusters
  Score: Raw -280362.361391 + Penalty 2639.191331 = -277723.170060
  nChanged 3
		SP:Iteration 48Q (18575.360000 sec): 3 clusters
  Score: Raw -280362.905627 + Penalty 2639.191331 = -277723.714295
  nChanged 1
		SP:Iteration 49Q (18575.510000 sec): 3 clusters
  Score: Raw -280363.224602 + Penalty 2639.191331 = -277724.033271
  nChanged 1
		SP:Iteration 50Q (18575.680000 sec): 3 clusters
  Score: Raw -280363.416523 + Penalty 2639.191331 = -277724.225192
  nChanged 0
		SP:Iteration 51F (18575.900000 sec): 3 clusters
  Score: Raw -280363.416523 + Penalty 2639.191331 = -277724.225192
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 45 (290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18576.000000 sec): 2 clusters
  Score: Raw -19820.340556 + Penalty 921.355650 = -18898.984906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18576.180000 sec): 3 clusters
  Score: Raw -19920.992803 + Penalty 1842.711300 = -18078.281503
  nChanged 68
		SP:Iteration 1F (18576.360000 sec): 3 clusters
  Score: Raw -20085.727875 + Penalty 1842.711300 = -18243.016575
  nChanged 9
		SP:Iteration 2Q (18576.540000 sec): 3 clusters
  Score: Raw -20107.026406 + Penalty 1842.711300 = -18264.315106
  nChanged 1
		SP:Iteration 3Q (18576.760000 sec): 3 clusters
  Score: Raw -20107.869892 + Penalty 1842.711300 = -18265.158592
  nChanged 0
		SP:Iteration 4F (18576.970000 sec): 3 clusters
  Score: Raw -20107.869892 + Penalty 1842.711300 = -18265.158592
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 46 (1821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18577.080000 sec): 2 clusters
  Score: Raw -145138.094486 + Penalty 1219.910425 = -143918.184060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18577.290000 sec): 3 clusters
  Score: Raw -144411.961337 + Penalty 2439.820851 = -141972.140486
  nChanged 602
		SP:Iteration 1F (18577.480000 sec): 3 clusters
  Score: Raw -144779.907388 + Penalty 2439.820851 = -142340.086537
  nChanged 137
		SP:Iteration 2F (18577.730000 sec): 3 clusters
  Score: Raw -144876.931124 + Penalty 2439.820851 = -142437.110273
  nChanged 73
		SP:Iteration 3Q (18577.900000 sec): 3 clusters
  Score: Raw -144933.187310 + Penalty 2439.820851 = -142493.366459
  nChanged 56
		SP:Iteration 4Q (18578.100000 sec): 3 clusters
  Score: Raw -144974.234070 + Penalty 2439.820851 = -142534.413219
  nChanged 47
		SP:Iteration 5Q (18578.350000 sec): 3 clusters
  Score: Raw -145012.762806 + Penalty 2439.820851 = -142572.941955
  nChanged 47
		SP:Iteration 6Q (18578.520000 sec): 3 clusters
  Score: Raw -145049.785246 + Penalty 2439.820851 = -142609.964395
  nChanged 54
		SP:Iteration 7Q (18578.720000 sec): 3 clusters
  Score: Raw -145093.182288 + Penalty 2439.820851 = -142653.361437
  nChanged 49
		SP:Iteration 8Q (18578.920000 sec): 3 clusters
  Score: Raw -145134.070677 + Penalty 2439.820851 = -142694.249826
  nChanged 44
		SP:Iteration 9Q (18579.180000 sec): 3 clusters
  Score: Raw -145174.394190 + Penalty 2439.820851 = -142734.573340
  nChanged 39
		SP:Iteration 10Q (18579.370000 sec): 3 clusters
  Score: Raw -145207.695649 + Penalty 2439.820851 = -142767.874798
  nChanged 37
		SP:Iteration 11Q (18579.580000 sec): 3 clusters
  Score: Raw -145236.625924 + Penalty 2439.820851 = -142796.805073
  nChanged 29
		SP:Iteration 12Q (18579.760000 sec): 3 clusters
  Score: Raw -145256.617734 + Penalty 2439.820851 = -142816.796883
  nChanged 22
		SP:Iteration 13Q (18579.970000 sec): 3 clusters
  Score: Raw -145270.369619 + Penalty 2439.820851 = -142830.548768
  nChanged 14
		SP:Iteration 14Q (18580.150000 sec): 3 clusters
  Score: Raw -145281.796046 + Penalty 2439.820851 = -142841.975195
  nChanged 19
		SP:Iteration 15Q (18580.300000 sec): 3 clusters
  Score: Raw -145297.483638 + Penalty 2439.820851 = -142857.662787
  nChanged 20
		SP:Iteration 16Q (18580.530000 sec): 3 clusters
  Score: Raw -145315.226127 + Penalty 2439.820851 = -142875.405276
  nChanged 24
		SP:Iteration 17Q (18580.700000 sec): 3 clusters
  Score: Raw -145332.484384 + Penalty 2439.820851 = -142892.663533
  nChanged 28
		SP:Iteration 18Q (18580.940000 sec): 3 clusters
  Score: Raw -145355.717924 + Penalty 2439.820851 = -142915.897073
  nChanged 21
		SP:Iteration 19Q (18581.110000 sec): 3 clusters
  Score: Raw -145368.485829 + Penalty 2439.820851 = -142928.664978
  nChanged 18
		SP:Iteration 20F (18581.300000 sec): 3 clusters
  Score: Raw -145380.570477 + Penalty 2439.820851 = -142940.749626
  nChanged 14
		SP:Iteration 21Q (18581.570000 sec): 3 clusters
  Score: Raw -145386.773543 + Penalty 2439.820851 = -142946.952692
  nChanged 6
		SP:Iteration 22Q (18581.800000 sec): 3 clusters
  Score: Raw -145389.741780 + Penalty 2439.820851 = -142949.920929
  nChanged 8
		SP:Iteration 23Q (18582.020000 sec): 3 clusters
  Score: Raw -145394.314448 + Penalty 2439.820851 = -142954.493597
  nChanged 7
		SP:Iteration 24Q (18582.260000 sec): 3 clusters
  Score: Raw -145397.491892 + Penalty 2439.820851 = -142957.671041
  nChanged 5
		SP:Iteration 25Q (18582.440000 sec): 3 clusters
  Score: Raw -145399.987677 + Penalty 2439.820851 = -142960.166827
  nChanged 5
		SP:Iteration 26Q (18582.580000 sec): 3 clusters
  Score: Raw -145402.707113 + Penalty 2439.820851 = -142962.886262
  nChanged 5
		SP:Iteration 27Q (18582.770000 sec): 3 clusters
  Score: Raw -145407.820404 + Penalty 2439.820851 = -142967.999553
  nChanged 10
		SP:Iteration 28Q (18583.030000 sec): 3 clusters
  Score: Raw -145414.202762 + Penalty 2439.820851 = -142974.381911
  nChanged 12
		SP:Iteration 29Q (18583.240000 sec): 3 clusters
  Score: Raw -145421.093344 + Penalty 2439.820851 = -142981.272493
  nChanged 10
		SP:Iteration 30Q (18583.440000 sec): 3 clusters
  Score: Raw -145426.849157 + Penalty 2439.820851 = -142987.028306
  nChanged 8
		SP:Iteration 31Q (18583.600000 sec): 3 clusters
  Score: Raw -145429.931262 + Penalty 2439.820851 = -142990.110411
  nChanged 6
		SP:Iteration 32Q (18583.830000 sec): 3 clusters
  Score: Raw -145433.978273 + Penalty 2439.820851 = -142994.157422
  nChanged 8
		SP:Iteration 33Q (18584.010000 sec): 3 clusters
  Score: Raw -145437.482631 + Penalty 2439.820851 = -142997.661780
  nChanged 8
		SP:Iteration 34Q (18584.230000 sec): 3 clusters
  Score: Raw -145443.334275 + Penalty 2439.820851 = -143003.513425
  nChanged 10
		SP:Iteration 35Q (18584.430000 sec): 3 clusters
  Score: Raw -145450.478095 + Penalty 2439.820851 = -143010.657244
  nChanged 8
		SP:Iteration 36Q (18584.630000 sec): 3 clusters
  Score: Raw -145455.162226 + Penalty 2439.820851 = -143015.341376
  nChanged 9
		SP:Iteration 37Q (18584.810000 sec): 3 clusters
  Score: Raw -145459.758462 + Penalty 2439.820851 = -143019.937611
  nChanged 7
		SP:Iteration 38Q (18585.010000 sec): 3 clusters
  Score: Raw -145464.199295 + Penalty 2439.820851 = -143024.378444
  nChanged 11
		SP:Iteration 39Q (18585.210000 sec): 3 clusters
  Score: Raw -145470.717235 + Penalty 2439.820851 = -143030.896384
  nChanged 12
		SP:Iteration 40F (18585.400000 sec): 3 clusters
  Score: Raw -145478.550649 + Penalty 2439.820851 = -143038.729798
  nChanged 15
		SP:Iteration 41Q (18585.600000 sec): 3 clusters
  Score: Raw -145487.985079 + Penalty 2439.820851 = -143048.164228
  nChanged 9
		SP:Iteration 42Q (18585.790000 sec): 3 clusters
  Score: Raw -145495.259045 + Penalty 2439.820851 = -143055.438194
  nChanged 9
		SP:Iteration 43Q (18585.980000 sec): 3 clusters
  Score: Raw -145502.840966 + Penalty 2439.820851 = -143063.020116
  nChanged 9
		SP:Iteration 44Q (18586.180000 sec): 3 clusters
  Score: Raw -145507.330057 + Penalty 2439.820851 = -143067.509206
  nChanged 5
		SP:Iteration 45Q (18586.380000 sec): 3 clusters
  Score: Raw -145509.561008 + Penalty 2439.820851 = -143069.740157
  nChanged 5
		SP:Iteration 46Q (18586.580000 sec): 3 clusters
  Score: Raw -145512.974265 + Penalty 2439.820851 = -143073.153414
  nChanged 8
		SP:Iteration 47Q (18586.820000 sec): 3 clusters
  Score: Raw -145517.957196 + Penalty 2439.820851 = -143078.136345
  nChanged 5
		SP:Iteration 48Q (18586.990000 sec): 3 clusters
  Score: Raw -145521.780566 + Penalty 2439.820851 = -143081.959715
  nChanged 6
		SP:Iteration 49Q (18587.230000 sec): 3 clusters
  Score: Raw -145524.886122 + Penalty 2439.820851 = -143085.065271
  nChanged 6
		SP:Iteration 50Q (18587.450000 sec): 3 clusters
  Score: Raw -145528.640977 + Penalty 2439.820851 = -143088.820126
  nChanged 8
		SP:Iteration 51Q (18587.610000 sec): 3 clusters
  Score: Raw -145535.267907 + Penalty 2439.820851 = -143095.447057
  nChanged 13
		SP:Iteration 52Q (18587.780000 sec): 3 clusters
  Score: Raw -145544.369777 + Penalty 2439.820851 = -143104.548926
  nChanged 12
		SP:Iteration 53Q (18588.000000 sec): 3 clusters
  Score: Raw -145552.693087 + Penalty 2439.820851 = -143112.872236
  nChanged 10
		SP:Iteration 54Q (18588.160000 sec): 3 clusters
  Score: Raw -145559.916550 + Penalty 2439.820851 = -143120.095699
  nChanged 8
		SP:Iteration 55Q (18588.320000 sec): 3 clusters
  Score: Raw -145565.769889 + Penalty 2439.820851 = -143125.949038
  nChanged 6
		SP:Iteration 56Q (18588.550000 sec): 3 clusters
  Score: Raw -145570.973666 + Penalty 2439.820851 = -143131.152815
  nChanged 7
		SP:Iteration 57Q (18588.730000 sec): 3 clusters
  Score: Raw -145577.537513 + Penalty 2439.820851 = -143137.716662
  nChanged 11
		SP:Iteration 58Q (18588.910000 sec): 3 clusters
  Score: Raw -145584.922376 + Penalty 2439.820851 = -143145.101526
  nChanged 9
		SP:Iteration 59Q (18589.140000 sec): 3 clusters
  Score: Raw -145593.639387 + Penalty 2439.820851 = -143153.818536
  nChanged 14
		SP:Iteration 60F (18589.310000 sec): 3 clusters
  Score: Raw -145605.489676 + Penalty 2439.820851 = -143165.668825
  nChanged 18
		SP:Iteration 61Q (18589.500000 sec): 3 clusters
  Score: Raw -145622.712954 + Penalty 2439.820851 = -143182.892103
  nChanged 13
		SP:Iteration 62Q (18589.720000 sec): 3 clusters
  Score: Raw -145634.089292 + Penalty 2439.820851 = -143194.268441
  nChanged 13
		SP:Iteration 63Q (18589.890000 sec): 3 clusters
  Score: Raw -145643.216209 + Penalty 2439.820851 = -143203.395359
  nChanged 8
		SP:Iteration 64Q (18590.060000 sec): 3 clusters
  Score: Raw -145650.883272 + Penalty 2439.820851 = -143211.062421
  nChanged 9
		SP:Iteration 65Q (18590.270000 sec): 3 clusters
  Score: Raw -145657.526306 + Penalty 2439.820851 = -143217.705456
  nChanged 10
		SP:Iteration 66Q (18590.430000 sec): 3 clusters
  Score: Raw -145664.005490 + Penalty 2439.820851 = -143224.184640
  nChanged 9
		SP:Iteration 67Q (18590.610000 sec): 3 clusters
  Score: Raw -145669.672099 + Penalty 2439.820851 = -143229.851248
  nChanged 10
		SP:Iteration 68Q (18590.820000 sec): 3 clusters
  Score: Raw -145680.960559 + Penalty 2439.820851 = -143241.139708
  nChanged 11
		SP:Iteration 69Q (18590.980000 sec): 3 clusters
  Score: Raw -145692.027698 + Penalty 2439.820851 = -143252.206847
  nChanged 13
		SP:Iteration 70Q (18591.220000 sec): 3 clusters
  Score: Raw -145710.678523 + Penalty 2439.820851 = -143270.857672
  nChanged 15
		SP:Iteration 71Q (18591.390000 sec): 3 clusters
  Score: Raw -145732.168132 + Penalty 2439.820851 = -143292.347281
  nChanged 9
		SP:Iteration 72Q (18591.560000 sec): 3 clusters
  Score: Raw -145742.128720 + Penalty 2439.820851 = -143302.307869
  nChanged 6
		SP:Iteration 73Q (18591.730000 sec): 3 clusters
  Score: Raw -145748.468422 + Penalty 2439.820851 = -143308.647571
  nChanged 5
		SP:Iteration 74Q (18591.960000 sec): 3 clusters
  Score: Raw -145757.285284 + Penalty 2439.820851 = -143317.464433
  nChanged 11
		SP:Iteration 75Q (18592.140000 sec): 3 clusters
  Score: Raw -145766.630378 + Penalty 2439.820851 = -143326.809527
  nChanged 3
		SP:Iteration 76Q (18592.350000 sec): 3 clusters
  Score: Raw -145768.349925 + Penalty 2439.820851 = -143328.529074
  nChanged 5
		SP:Iteration 77Q (18592.540000 sec): 3 clusters
  Score: Raw -145772.220999 + Penalty 2439.820851 = -143332.400148
  nChanged 2
		SP:Iteration 78Q (18592.730000 sec): 3 clusters
  Score: Raw -145773.661943 + Penalty 2439.820851 = -143333.841092
  nChanged 1
		SP:Iteration 79Q (18592.880000 sec): 3 clusters
  Score: Raw -145774.572216 + Penalty 2439.820851 = -143334.751365
  nChanged 1
		SP:Iteration 80F (18593.080000 sec): 3 clusters
  Score: Raw -145775.789359 + Penalty 2439.820851 = -143335.968508
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 47 (7687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18593.200000 sec): 2 clusters
  Score: Raw -640067.139097 + Penalty 1453.933954 = -638613.205143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18593.480000 sec): 3 clusters
  Score: Raw -635841.712831 + Penalty 2907.867908 = -632933.844924
  nChanged 3227
		SP:Iteration 1F (18593.680000 sec): 3 clusters
  Score: Raw -637711.924750 + Penalty 2907.867908 = -634804.056843
  nChanged 537
		SP:Iteration 2F (18593.880000 sec): 3 clusters
  Score: Raw -637960.414086 + Penalty 2907.867908 = -635052.546179
  nChanged 401
		SP:Iteration 3F (18594.120000 sec): 3 clusters
  Score: Raw -638144.843496 + Penalty 2907.867908 = -635236.975588
  nChanged 326
		SP:Iteration 4Q (18594.340000 sec): 3 clusters
  Score: Raw -638286.286484 + Penalty 2907.867908 = -635378.418577
  nChanged 289
		SP:Iteration 5Q (18594.530000 sec): 3 clusters
  Score: Raw -638413.482844 + Penalty 2907.867908 = -635505.614937
  nChanged 271
		SP:Iteration 6Q (18594.730000 sec): 3 clusters
  Score: Raw -638525.711416 + Penalty 2907.867908 = -635617.843508
  nChanged 225
		SP:Iteration 7Q (18594.960000 sec): 3 clusters
  Score: Raw -638622.949467 + Penalty 2907.867908 = -635715.081559
  nChanged 229
		SP:Iteration 8Q (18595.190000 sec): 3 clusters
  Score: Raw -638723.703281 + Penalty 2907.867908 = -635815.835373
  nChanged 198
		SP:Iteration 9Q (18595.370000 sec): 3 clusters
  Score: Raw -638807.689076 + Penalty 2907.867908 = -635899.821169
  nChanged 191
		SP:Iteration 10Q (18595.630000 sec): 3 clusters
  Score: Raw -638885.828306 + Penalty 2907.867908 = -635977.960399
  nChanged 190
		SP:Iteration 11Q (18595.820000 sec): 3 clusters
  Score: Raw -638975.740832 + Penalty 2907.867908 = -636067.872924
  nChanged 180
		SP:Iteration 12Q (18596.060000 sec): 3 clusters
  Score: Raw -639066.869648 + Penalty 2907.867908 = -636159.001741
  nChanged 191
		SP:Iteration 13Q (18596.290000 sec): 3 clusters
  Score: Raw -639166.545663 + Penalty 2907.867908 = -636258.677755
  nChanged 187
		SP:Iteration 14Q (18596.510000 sec): 3 clusters
  Score: Raw -639279.621719 + Penalty 2907.867908 = -636371.753812
  nChanged 213
		SP:Iteration 15Q (18596.800000 sec): 3 clusters
  Score: Raw -639430.003744 + Penalty 2907.867908 = -636522.135836
  nChanged 224
		SP:Iteration 16Q (18597.020000 sec): 3 clusters
  Score: Raw -639588.515046 + Penalty 2907.867908 = -636680.647138
  nChanged 225
		SP:Iteration 17Q (18597.260000 sec): 3 clusters
  Score: Raw -639731.831142 + Penalty 2907.867908 = -636823.963235
  nChanged 194
		SP:Iteration 18Q (18597.490000 sec): 3 clusters
  Score: Raw -639852.438408 + Penalty 2907.867908 = -636944.570501
  nChanged 168
		SP:Iteration 19Q (18597.760000 sec): 3 clusters
  Score: Raw -639937.443223 + Penalty 2907.867908 = -637029.575315
  nChanged 138
		SP:Iteration 20F (18597.950000 sec): 3 clusters
  Score: Raw -640002.863124 + Penalty 2907.867908 = -637094.995217
  nChanged 105
		SP:Iteration 21Q (18598.200000 sec): 3 clusters
  Score: Raw -640048.778134 + Penalty 2907.867908 = -637140.910226
  nChanged 81
		SP:Iteration 22Q (18598.440000 sec): 3 clusters
  Score: Raw -640076.846755 + Penalty 2907.867908 = -637168.978847
  nChanged 66
		SP:Iteration 23Q (18598.710000 sec): 3 clusters
  Score: Raw -640095.034201 + Penalty 2907.867908 = -637187.166293
  nChanged 53
		SP:Iteration 24Q (18598.920000 sec): 3 clusters
  Score: Raw -640108.990725 + Penalty 2907.867908 = -637201.122817
  nChanged 36
		SP:Iteration 25Q (18599.140000 sec): 3 clusters
  Score: Raw -640118.603702 + Penalty 2907.867908 = -637210.735794
  nChanged 33
		SP:Iteration 26Q (18599.380000 sec): 3 clusters
  Score: Raw -640128.269898 + Penalty 2907.867908 = -637220.401990
  nChanged 23
		SP:Iteration 27Q (18599.600000 sec): 3 clusters
  Score: Raw -640136.820928 + Penalty 2907.867908 = -637228.953021
  nChanged 30
		SP:Iteration 28Q (18599.850000 sec): 3 clusters
  Score: Raw -640146.564598 + Penalty 2907.867908 = -637238.696691
  nChanged 36
		SP:Iteration 29Q (18600.040000 sec): 3 clusters
  Score: Raw -640156.308201 + Penalty 2907.867908 = -637248.440293
  nChanged 36
		SP:Iteration 30Q (18600.220000 sec): 3 clusters
  Score: Raw -640165.085833 + Penalty 2907.867908 = -637257.217926
  nChanged 35
		SP:Iteration 31Q (18600.460000 sec): 3 clusters
  Score: Raw -640172.742048 + Penalty 2907.867908 = -637264.874140
  nChanged 24
		SP:Iteration 32Q (18600.690000 sec): 3 clusters
  Score: Raw -640177.836559 + Penalty 2907.867908 = -637269.968651
  nChanged 24
		SP:Iteration 33Q (18600.900000 sec): 3 clusters
  Score: Raw -640181.328773 + Penalty 2907.867908 = -637273.460866
  nChanged 12
		SP:Iteration 34Q (18601.120000 sec): 3 clusters
  Score: Raw -640182.723743 + Penalty 2907.867908 = -637274.855835
  nChanged 4
		SP:Iteration 35Q (18601.400000 sec): 3 clusters
  Score: Raw -640183.135088 + Penalty 2907.867908 = -637275.267181
  nChanged 6
		SP:Iteration 36Q (18601.600000 sec): 3 clusters
  Score: Raw -640183.901771 + Penalty 2907.867908 = -637276.033863
  nChanged 4
		SP:Iteration 37Q (18601.850000 sec): 3 clusters
  Score: Raw -640184.490017 + Penalty 2907.867908 = -637276.622110
  nChanged 2
		SP:Iteration 38Q (18602.020000 sec): 3 clusters
  Score: Raw -640184.682785 + Penalty 2907.867908 = -637276.814878
  nChanged 0
		SP:Iteration 39F (18602.210000 sec): 3 clusters
  Score: Raw -640184.682785 + Penalty 2907.867908 = -637276.814878
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 48 (9508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18602.320000 sec): 2 clusters
  Score: Raw -726006.403747 + Penalty 1488.481935 = -724517.921812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18602.560000 sec): 3 clusters
  Score: Raw -720749.977948 + Penalty 2976.963869 = -717773.014079
  nChanged 4092
		SP:Iteration 1F (18602.770000 sec): 3 clusters
  Score: Raw -723217.032679 + Penalty 2976.963869 = -720240.068809
  nChanged 717
		SP:Iteration 2F (18603.030000 sec): 3 clusters
  Score: Raw -723621.519464 + Penalty 2976.963869 = -720644.555595
  nChanged 598
		SP:Iteration 3F (18603.200000 sec): 3 clusters
  Score: Raw -723978.245253 + Penalty 2976.963869 = -721001.281384
  nChanged 575
		SP:Iteration 4F (18603.440000 sec): 3 clusters
  Score: Raw -724372.066523 + Penalty 2976.963869 = -721395.102653
  nChanged 537
		SP:Iteration 5F (18603.700000 sec): 3 clusters
  Score: Raw -724740.943654 + Penalty 2976.963869 = -721763.979785
  nChanged 468
		SP:Iteration 6Q (18603.930000 sec): 3 clusters
  Score: Raw -725072.922285 + Penalty 2976.963869 = -722095.958416
  nChanged 406
		SP:Iteration 7Q (18604.180000 sec): 3 clusters
  Score: Raw -725333.098649 + Penalty 2976.963869 = -722356.134779
  nChanged 344
		SP:Iteration 8Q (18604.390000 sec): 3 clusters
  Score: Raw -725536.297843 + Penalty 2976.963869 = -722559.333974
  nChanged 282
		SP:Iteration 9Q (18604.600000 sec): 3 clusters
  Score: Raw -725691.337860 + Penalty 2976.963869 = -722714.373991
  nChanged 205
		SP:Iteration 10Q (18604.830000 sec): 3 clusters
  Score: Raw -725786.647115 + Penalty 2976.963869 = -722809.683246
  nChanged 166
		SP:Iteration 11Q (18605.060000 sec): 3 clusters
  Score: Raw -725865.846715 + Penalty 2976.963869 = -722888.882846
  nChanged 166
		SP:Iteration 12Q (18605.280000 sec): 3 clusters
  Score: Raw -725952.951247 + Penalty 2976.963869 = -722975.987377
  nChanged 141
		SP:Iteration 13Q (18605.550000 sec): 3 clusters
  Score: Raw -726032.349526 + Penalty 2976.963869 = -723055.385657
  nChanged 125
		SP:Iteration 14Q (18605.780000 sec): 3 clusters
  Score: Raw -726093.149771 + Penalty 2976.963869 = -723116.185902
  nChanged 96
		SP:Iteration 15Q (18606.000000 sec): 3 clusters
  Score: Raw -726140.119910 + Penalty 2976.963869 = -723163.156041
  nChanged 84
		SP:Iteration 16Q (18606.250000 sec): 3 clusters
  Score: Raw -726186.895650 + Penalty 2976.963869 = -723209.931780
  nChanged 104
		SP:Iteration 17Q (18606.470000 sec): 3 clusters
  Score: Raw -726249.635549 + Penalty 2976.963869 = -723272.671679
  nChanged 90
		SP:Iteration 18Q (18606.710000 sec): 3 clusters
  Score: Raw -726301.724198 + Penalty 2976.963869 = -723324.760328
  nChanged 79
		SP:Iteration 19Q (18606.970000 sec): 3 clusters
  Score: Raw -726354.484669 + Penalty 2976.963869 = -723377.520800
  nChanged 89
		SP:Iteration 20F (18607.170000 sec): 3 clusters
  Score: Raw -726406.121610 + Penalty 2976.963869 = -723429.157741
  nChanged 72
		SP:Iteration 21Q (18607.420000 sec): 3 clusters
  Score: Raw -726443.638266 + Penalty 2976.963869 = -723466.674397
  nChanged 67
		SP:Iteration 22Q (18607.670000 sec): 3 clusters
  Score: Raw -726473.595224 + Penalty 2976.963869 = -723496.631354
  nChanged 58
		SP:Iteration 23Q (18607.940000 sec): 3 clusters
  Score: Raw -726500.490335 + Penalty 2976.963869 = -723523.526465
  nChanged 53
		SP:Iteration 24Q (18608.180000 sec): 3 clusters
  Score: Raw -726530.573831 + Penalty 2976.963869 = -723553.609962
  nChanged 55
		SP:Iteration 25Q (18608.380000 sec): 3 clusters
  Score: Raw -726552.434828 + Penalty 2976.963869 = -723575.470959
  nChanged 60
		SP:Iteration 26Q (18608.670000 sec): 3 clusters
  Score: Raw -726577.175960 + Penalty 2976.963869 = -723600.212091
  nChanged 52
		SP:Iteration 27Q (18608.870000 sec): 3 clusters
  Score: Raw -726599.370120 + Penalty 2976.963869 = -723622.406251
  nChanged 53
		SP:Iteration 28Q (18609.080000 sec): 3 clusters
  Score: Raw -726619.621359 + Penalty 2976.963869 = -723642.657490
  nChanged 36
		SP:Iteration 29Q (18609.380000 sec): 3 clusters
  Score: Raw -726631.394119 + Penalty 2976.963869 = -723654.430250
  nChanged 28
		SP:Iteration 30Q (18609.580000 sec): 3 clusters
  Score: Raw -726640.006057 + Penalty 2976.963869 = -723663.042188
  nChanged 26
		SP:Iteration 31Q (18609.780000 sec): 3 clusters
  Score: Raw -726648.457923 + Penalty 2976.963869 = -723671.494053
  nChanged 22
		SP:Iteration 32Q (18609.970000 sec): 3 clusters
  Score: Raw -726654.569140 + Penalty 2976.963869 = -723677.605270
  nChanged 17
		SP:Iteration 33Q (18610.180000 sec): 3 clusters
  Score: Raw -726661.086759 + Penalty 2976.963869 = -723684.122890
  nChanged 14
		SP:Iteration 34Q (18610.380000 sec): 3 clusters
  Score: Raw -726667.206520 + Penalty 2976.963869 = -723690.242650
  nChanged 17
		SP:Iteration 35Q (18610.640000 sec): 3 clusters
  Score: Raw -726671.366676 + Penalty 2976.963869 = -723694.402807
  nChanged 12
		SP:Iteration 36Q (18610.840000 sec): 3 clusters
  Score: Raw -726674.565182 + Penalty 2976.963869 = -723697.601313
  nChanged 6
		SP:Iteration 37Q (18611.070000 sec): 3 clusters
  Score: Raw -726675.779394 + Penalty 2976.963869 = -723698.815525
  nChanged 6
		SP:Iteration 38Q (18611.320000 sec): 3 clusters
  Score: Raw -726676.632645 + Penalty 2976.963869 = -723699.668776
  nChanged 2
		SP:Iteration 39Q (18611.520000 sec): 3 clusters
  Score: Raw -726677.102012 + Penalty 2976.963869 = -723700.138143
  nChanged 3
		SP:Iteration 40F (18611.740000 sec): 3 clusters
  Score: Raw -726677.673611 + Penalty 2976.963869 = -723700.709742
  nChanged 4
		SP:Iteration 41Q (18612.010000 sec): 3 clusters
  Score: Raw -726678.807824 + Penalty 2976.963869 = -723701.843954
  nChanged 7
		SP:Iteration 42Q (18612.250000 sec): 3 clusters
  Score: Raw -726683.417705 + Penalty 2976.963869 = -723706.453835
  nChanged 7
		SP:Iteration 43Q (18612.500000 sec): 3 clusters
  Score: Raw -726684.699635 + Penalty 2976.963869 = -723707.735766
  nChanged 1
		SP:Iteration 44Q (18612.770000 sec): 3 clusters
  Score: Raw -726684.914265 + Penalty 2976.963869 = -723707.950396
  nChanged 1
		SP:Iteration 45Q (18612.960000 sec): 3 clusters
  Score: Raw -726685.015522 + Penalty 2976.963869 = -723708.051653
  nChanged 1
		SP:Iteration 46Q (18613.210000 sec): 3 clusters
  Score: Raw -726685.157876 + Penalty 2976.963869 = -723708.194007
  nChanged 1
		SP:Iteration 47Q (18613.430000 sec): 3 clusters
  Score: Raw -726685.481558 + Penalty 2976.963869 = -723708.517689
  nChanged 0
		SP:Iteration 48F (18613.690000 sec): 3 clusters
  Score: Raw -726685.481558 + Penalty 2976.963869 = -723708.517689
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 49 (4023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18613.790000 sec): 2 clusters
  Score: Raw -340474.252260 + Penalty 1348.714765 = -339125.537494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18613.990000 sec): 3 clusters
  Score: Raw -338433.577537 + Penalty 2697.429531 = -335736.148006
  nChanged 1619
		SP:Iteration 1F (18614.230000 sec): 3 clusters
  Score: Raw -339336.813975 + Penalty 2697.429531 = -336639.384444
  nChanged 298
		SP:Iteration 2F (18614.450000 sec): 3 clusters
  Score: Raw -339513.263458 + Penalty 2697.429531 = -336815.833927
  nChanged 236
		SP:Iteration 3F (18614.640000 sec): 3 clusters
  Score: Raw -339646.228226 + Penalty 2697.429531 = -336948.798695
  nChanged 176
		SP:Iteration 4Q (18614.870000 sec): 3 clusters
  Score: Raw -339744.648153 + Penalty 2697.429531 = -337047.218622
  nChanged 154
		SP:Iteration 5Q (18615.070000 sec): 3 clusters
  Score: Raw -339830.262376 + Penalty 2697.429531 = -337132.832845
  nChanged 116
		SP:Iteration 6Q (18615.290000 sec): 3 clusters
  Score: Raw -339901.977345 + Penalty 2697.429531 = -337204.547814
  nChanged 114
		SP:Iteration 7Q (18615.550000 sec): 3 clusters
  Score: Raw -339970.250528 + Penalty 2697.429531 = -337272.820997
  nChanged 119
		SP:Iteration 8Q (18615.750000 sec): 3 clusters
  Score: Raw -340034.585030 + Penalty 2697.429531 = -337337.155499
  nChanged 106
		SP:Iteration 9Q (18615.980000 sec): 3 clusters
  Score: Raw -340091.040165 + Penalty 2697.429531 = -337393.610635
  nChanged 93
		SP:Iteration 10Q (18616.180000 sec): 3 clusters
  Score: Raw -340136.230683 + Penalty 2697.429531 = -337438.801152
  nChanged 87
		SP:Iteration 11Q (18616.480000 sec): 3 clusters
  Score: Raw -340195.145662 + Penalty 2697.429531 = -337497.716132
  nChanged 107
		SP:Iteration 12Q (18616.690000 sec): 3 clusters
  Score: Raw -340267.628723 + Penalty 2697.429531 = -337570.199192
  nChanged 112
		SP:Iteration 13Q (18616.960000 sec): 3 clusters
  Score: Raw -340342.412851 + Penalty 2697.429531 = -337644.983320
  nChanged 102
		SP:Iteration 14Q (18617.130000 sec): 3 clusters
  Score: Raw -340408.722484 + Penalty 2697.429531 = -337711.292953
  nChanged 106
		SP:Iteration 15Q (18617.290000 sec): 3 clusters
  Score: Raw -340470.237899 + Penalty 2697.429531 = -337772.808368
  nChanged 89
		SP:Iteration 16Q (18617.480000 sec): 3 clusters
  Score: Raw -340525.681651 + Penalty 2697.429531 = -337828.252120
  nChanged 84
		SP:Iteration 17Q (18617.720000 sec): 3 clusters
  Score: Raw -340569.183897 + Penalty 2697.429531 = -337871.754366
  nChanged 75
		SP:Iteration 18Q (18617.920000 sec): 3 clusters
  Score: Raw -340617.995535 + Penalty 2697.429531 = -337920.566004
  nChanged 85
		SP:Iteration 19Q (18618.120000 sec): 3 clusters
  Score: Raw -340689.170290 + Penalty 2697.429531 = -337991.740759
  nChanged 86
		SP:Iteration 20F (18618.340000 sec): 3 clusters
  Score: Raw -340750.002107 + Penalty 2697.429531 = -338052.572576
  nChanged 90
		SP:Iteration 21Q (18618.590000 sec): 3 clusters
  Score: Raw -340824.200773 + Penalty 2697.429531 = -338126.771242
  nChanged 88
		SP:Iteration 22Q (18618.800000 sec): 3 clusters
  Score: Raw -340900.917251 + Penalty 2697.429531 = -338203.487720
  nChanged 82
		SP:Iteration 23Q (18619.010000 sec): 3 clusters
  Score: Raw -340978.529637 + Penalty 2697.429531 = -338281.100107
  nChanged 76
		SP:Iteration 24Q (18619.220000 sec): 3 clusters
  Score: Raw -341039.923108 + Penalty 2697.429531 = -338342.493577
  nChanged 73
		SP:Iteration 25Q (18619.450000 sec): 3 clusters
  Score: Raw -341101.902567 + Penalty 2697.429531 = -338404.473036
  nChanged 61
		SP:Iteration 26Q (18619.610000 sec): 3 clusters
  Score: Raw -341142.906851 + Penalty 2697.429531 = -338445.477320
  nChanged 39
		SP:Iteration 27Q (18619.840000 sec): 3 clusters
  Score: Raw -341171.649855 + Penalty 2697.429531 = -338474.220324
  nChanged 34
		SP:Iteration 28Q (18620.100000 sec): 3 clusters
  Score: Raw -341193.125657 + Penalty 2697.429531 = -338495.696126
  nChanged 33
		SP:Iteration 29Q (18620.290000 sec): 3 clusters
  Score: Raw -341212.788854 + Penalty 2697.429531 = -338515.359323
  nChanged 27
		SP:Iteration 30Q (18620.460000 sec): 3 clusters
  Score: Raw -341226.043717 + Penalty 2697.429531 = -338528.614186
  nChanged 18
		SP:Iteration 31Q (18620.630000 sec): 3 clusters
  Score: Raw -341233.375431 + Penalty 2697.429531 = -338535.945900
  nChanged 18
		SP:Iteration 32Q (18620.870000 sec): 3 clusters
  Score: Raw -341241.562346 + Penalty 2697.429531 = -338544.132815
  nChanged 11
		SP:Iteration 33Q (18621.100000 sec): 3 clusters
  Score: Raw -341244.205447 + Penalty 2697.429531 = -338546.775916
  nChanged 8
		SP:Iteration 34Q (18621.290000 sec): 3 clusters
  Score: Raw -341246.783480 + Penalty 2697.429531 = -338549.353949
  nChanged 4
		SP:Iteration 35Q (18621.500000 sec): 3 clusters
  Score: Raw -341248.247825 + Penalty 2697.429531 = -338550.818294
  nChanged 5
		SP:Iteration 36Q (18621.720000 sec): 3 clusters
  Score: Raw -341250.042517 + Penalty 2697.429531 = -338552.612986
  nChanged 9
		SP:Iteration 37Q (18621.880000 sec): 3 clusters
  Score: Raw -341252.556046 + Penalty 2697.429531 = -338555.126515
  nChanged 4
		SP:Iteration 38Q (18622.080000 sec): 3 clusters
  Score: Raw -341254.199934 + Penalty 2697.429531 = -338556.770403
  nChanged 3
		SP:Iteration 39Q (18622.290000 sec): 3 clusters
  Score: Raw -341255.125896 + Penalty 2697.429531 = -338557.696365
  nChanged 4
		SP:Iteration 40F (18622.490000 sec): 3 clusters
  Score: Raw -341256.329677 + Penalty 2697.429531 = -338558.900146
  nChanged 2
		SP:Iteration 41Q (18622.760000 sec): 3 clusters
  Score: Raw -341256.623820 + Penalty 2697.429531 = -338559.194289
  nChanged 3
		SP:Iteration 42Q (18623.000000 sec): 3 clusters
  Score: Raw -341257.585384 + Penalty 2697.429531 = -338560.155853
  nChanged 3
		SP:Iteration 43Q (18623.260000 sec): 3 clusters
  Score: Raw -341258.521054 + Penalty 2697.429531 = -338561.091523
  nChanged 0
		SP:Iteration 44F (18623.440000 sec): 3 clusters
  Score: Raw -341258.521054 + Penalty 2697.429531 = -338561.091523
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 50 (7882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18623.590000 sec): 2 clusters
  Score: Raw -734743.254426 + Penalty 1458.004756 = -733285.249670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18623.820000 sec): 3 clusters
  Score: Raw -730366.760361 + Penalty 2916.009511 = -727450.750850
  nChanged 3360
		SP:Iteration 1F (18624.070000 sec): 3 clusters
  Score: Raw -732118.437019 + Penalty 2916.009511 = -729202.427508
  nChanged 480
		SP:Iteration 2F (18624.290000 sec): 3 clusters
  Score: Raw -732323.277854 + Penalty 2916.009511 = -729407.268343
  nChanged 422
		SP:Iteration 3F (18624.510000 sec): 3 clusters
  Score: Raw -732496.086331 + Penalty 2916.009511 = -729580.076819
  nChanged 311
		SP:Iteration 4Q (18624.790000 sec): 3 clusters
  Score: Raw -732619.194994 + Penalty 2916.009511 = -729703.185482
  nChanged 276
		SP:Iteration 5Q (18625.020000 sec): 3 clusters
  Score: Raw -732732.718533 + Penalty 2916.009511 = -729816.709022
  nChanged 291
		SP:Iteration 6Q (18625.240000 sec): 3 clusters
  Score: Raw -732859.460013 + Penalty 2916.009511 = -729943.450501
  nChanged 274
		SP:Iteration 7Q (18625.440000 sec): 3 clusters
  Score: Raw -732976.243462 + Penalty 2916.009511 = -730060.233950
  nChanged 287
		SP:Iteration 8Q (18625.670000 sec): 3 clusters
  Score: Raw -733119.312607 + Penalty 2916.009511 = -730203.303096
  nChanged 305
		SP:Iteration 9Q (18625.930000 sec): 3 clusters
  Score: Raw -733268.688223 + Penalty 2916.009511 = -730352.678712
  nChanged 301
		SP:Iteration 10Q (18626.130000 sec): 3 clusters
  Score: Raw -733437.428860 + Penalty 2916.009511 = -730521.419349
  nChanged 305
		SP:Iteration 11Q (18626.380000 sec): 3 clusters
  Score: Raw -733633.024272 + Penalty 2916.009511 = -730717.014761
  nChanged 321
		SP:Iteration 12Q (18626.600000 sec): 3 clusters
  Score: Raw -733848.735392 + Penalty 2916.009511 = -730932.725881
  nChanged 287
		SP:Iteration 13Q (18626.790000 sec): 3 clusters
  Score: Raw -734052.400349 + Penalty 2916.009511 = -731136.390838
  nChanged 247
		SP:Iteration 14Q (18627.010000 sec): 3 clusters
  Score: Raw -734235.327153 + Penalty 2916.009511 = -731319.317641
  nChanged 214
		SP:Iteration 15Q (18627.220000 sec): 3 clusters
  Score: Raw -734391.338714 + Penalty 2916.009511 = -731475.329203
  nChanged 159
		SP:Iteration 16Q (18627.430000 sec): 3 clusters
  Score: Raw -734505.464970 + Penalty 2916.009511 = -731589.455459
  nChanged 128
		SP:Iteration 17Q (18627.680000 sec): 3 clusters
  Score: Raw -734594.032648 + Penalty 2916.009511 = -731678.023136
  nChanged 96
		SP:Iteration 18Q (18627.900000 sec): 3 clusters
  Score: Raw -734646.994637 + Penalty 2916.009511 = -731730.985126
  nChanged 70
		SP:Iteration 19Q (18628.120000 sec): 3 clusters
  Score: Raw -734688.851192 + Penalty 2916.009511 = -731772.841680
  nChanged 60
		SP:Iteration 20F (18628.380000 sec): 3 clusters
  Score: Raw -734728.838885 + Penalty 2916.009511 = -731812.829374
  nChanged 55
		SP:Iteration 21Q (18628.580000 sec): 3 clusters
  Score: Raw -734762.160043 + Penalty 2916.009511 = -731846.150532
  nChanged 48
		SP:Iteration 22Q (18628.880000 sec): 3 clusters
  Score: Raw -734787.122800 + Penalty 2916.009511 = -731871.113289
  nChanged 39
		SP:Iteration 23Q (18629.090000 sec): 3 clusters
  Score: Raw -734806.982738 + Penalty 2916.009511 = -731890.973227
  nChanged 36
		SP:Iteration 24Q (18629.280000 sec): 3 clusters
  Score: Raw -734826.695879 + Penalty 2916.009511 = -731910.686367
  nChanged 26
		SP:Iteration 25Q (18629.520000 sec): 3 clusters
  Score: Raw -734840.376650 + Penalty 2916.009511 = -731924.367138
  nChanged 26
		SP:Iteration 26Q (18629.710000 sec): 3 clusters
  Score: Raw -734852.871061 + Penalty 2916.009511 = -731936.861549
  nChanged 18
		SP:Iteration 27Q (18629.960000 sec): 3 clusters
  Score: Raw -734859.473699 + Penalty 2916.009511 = -731943.464187
  nChanged 13
		SP:Iteration 28Q (18630.240000 sec): 3 clusters
  Score: Raw -734864.777476 + Penalty 2916.009511 = -731948.767965
  nChanged 13
		SP:Iteration 29Q (18630.430000 sec): 3 clusters
  Score: Raw -734868.701703 + Penalty 2916.009511 = -731952.692192
  nChanged 9
		SP:Iteration 30Q (18630.640000 sec): 3 clusters
  Score: Raw -734872.269598 + Penalty 2916.009511 = -731956.260087
  nChanged 15
		SP:Iteration 31Q (18630.890000 sec): 3 clusters
  Score: Raw -734880.116062 + Penalty 2916.009511 = -731964.106550
  nChanged 20
		SP:Iteration 32Q (18631.080000 sec): 3 clusters
  Score: Raw -734888.397526 + Penalty 2916.009511 = -731972.388014
  nChanged 15
		SP:Iteration 33Q (18631.320000 sec): 3 clusters
  Score: Raw -734893.775483 + Penalty 2916.009511 = -731977.765972
  nChanged 7
		SP:Iteration 34Q (18631.620000 sec): 3 clusters
  Score: Raw -734895.418973 + Penalty 2916.009511 = -731979.409462
  nChanged 2
		SP:Iteration 35Q (18631.810000 sec): 3 clusters
  Score: Raw -734895.739306 + Penalty 2916.009511 = -731979.729795
  nChanged 0
		SP:Iteration 36F (18632.040000 sec): 3 clusters
  Score: Raw -734895.739306 + Penalty 2916.009511 = -731979.729795
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 51 (13642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18632.210000 sec): 2 clusters
  Score: Raw -1158038.872560 + Penalty 1547.147639 = -1156491.724921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18632.490000 sec): 3 clusters
  Score: Raw -1150069.450504 + Penalty 3094.295278 = -1146975.155226
  nChanged 6068
		SP:Iteration 1F (18632.760000 sec): 3 clusters
  Score: Raw -1153310.254867 + Penalty 3094.295278 = -1150215.959589
  nChanged 779
		SP:Iteration 2F (18633.050000 sec): 3 clusters
  Score: Raw -1153658.166085 + Penalty 3094.295278 = -1150563.870806
  nChanged 760
		SP:Iteration 3F (18633.300000 sec): 3 clusters
  Score: Raw -1154051.765930 + Penalty 3094.295278 = -1150957.470652
  nChanged 735
		SP:Iteration 4F (18633.500000 sec): 3 clusters
  Score: Raw -1154469.746601 + Penalty 3094.295278 = -1151375.451323
  nChanged 707
		SP:Iteration 5F (18633.760000 sec): 3 clusters
  Score: Raw -1154944.822186 + Penalty 3094.295278 = -1151850.526908
  nChanged 744
		SP:Iteration 6F (18633.970000 sec): 3 clusters
  Score: Raw -1155406.017391 + Penalty 3094.295278 = -1152311.722113
  nChanged 706
		SP:Iteration 7F (18634.220000 sec): 3 clusters
  Score: Raw -1155833.613801 + Penalty 3094.295278 = -1152739.318522
  nChanged 604
		SP:Iteration 8Q (18634.460000 sec): 3 clusters
  Score: Raw -1156124.937886 + Penalty 3094.295278 = -1153030.642608
  nChanged 479
		SP:Iteration 9Q (18634.720000 sec): 3 clusters
  Score: Raw -1156332.553126 + Penalty 3094.295278 = -1153238.257848
  nChanged 391
		SP:Iteration 10Q (18634.950000 sec): 3 clusters
  Score: Raw -1156480.438676 + Penalty 3094.295278 = -1153386.143397
  nChanged 318
		SP:Iteration 11Q (18635.200000 sec): 3 clusters
  Score: Raw -1156592.508924 + Penalty 3094.295278 = -1153498.213646
  nChanged 298
		SP:Iteration 12Q (18635.450000 sec): 3 clusters
  Score: Raw -1156704.177145 + Penalty 3094.295278 = -1153609.881867
  nChanged 256
		SP:Iteration 13Q (18635.690000 sec): 3 clusters
  Score: Raw -1156788.851087 + Penalty 3094.295278 = -1153694.555809
  nChanged 252
		SP:Iteration 14Q (18635.870000 sec): 3 clusters
  Score: Raw -1156872.444791 + Penalty 3094.295278 = -1153778.149513
  nChanged 254
		SP:Iteration 15Q (18636.100000 sec): 3 clusters
  Score: Raw -1156962.770041 + Penalty 3094.295278 = -1153868.474763
  nChanged 246
		SP:Iteration 16Q (18636.360000 sec): 3 clusters
  Score: Raw -1157050.924562 + Penalty 3094.295278 = -1153956.629284
  nChanged 225
		SP:Iteration 17Q (18636.590000 sec): 3 clusters
  Score: Raw -1157128.014843 + Penalty 3094.295278 = -1154033.719565
  nChanged 216
		SP:Iteration 18Q (18636.820000 sec): 3 clusters
  Score: Raw -1157200.589366 + Penalty 3094.295278 = -1154106.294088
  nChanged 205
		SP:Iteration 19Q (18637.030000 sec): 3 clusters
  Score: Raw -1157271.180483 + Penalty 3094.295278 = -1154176.885204
  nChanged 212
		SP:Iteration 20F (18637.250000 sec): 3 clusters
  Score: Raw -1157349.316880 + Penalty 3094.295278 = -1154255.021602
  nChanged 224
		SP:Iteration 21Q (18637.510000 sec): 3 clusters
  Score: Raw -1157429.212428 + Penalty 3094.295278 = -1154334.917149
  nChanged 196
		SP:Iteration 22Q (18637.720000 sec): 3 clusters
  Score: Raw -1157502.597429 + Penalty 3094.295278 = -1154408.302151
  nChanged 197
		SP:Iteration 23Q (18637.980000 sec): 3 clusters
  Score: Raw -1157581.655083 + Penalty 3094.295278 = -1154487.359804
  nChanged 199
		SP:Iteration 24Q (18638.180000 sec): 3 clusters
  Score: Raw -1157671.976134 + Penalty 3094.295278 = -1154577.680856
  nChanged 220
		SP:Iteration 25Q (18638.470000 sec): 3 clusters
  Score: Raw -1157779.755170 + Penalty 3094.295278 = -1154685.459892
  nChanged 200
		SP:Iteration 26Q (18638.670000 sec): 3 clusters
  Score: Raw -1157874.481950 + Penalty 3094.295278 = -1154780.186672
  nChanged 192
		SP:Iteration 27Q (18638.900000 sec): 3 clusters
  Score: Raw -1157965.166482 + Penalty 3094.295278 = -1154870.871204
  nChanged 191
		SP:Iteration 28Q (18639.110000 sec): 3 clusters
  Score: Raw -1158051.865849 + Penalty 3094.295278 = -1154957.570571
  nChanged 167
		SP:Iteration 29Q (18639.380000 sec): 3 clusters
  Score: Raw -1158127.327934 + Penalty 3094.295278 = -1155033.032656
  nChanged 127
		SP:Iteration 30Q (18639.600000 sec): 3 clusters
  Score: Raw -1158183.597299 + Penalty 3094.295278 = -1155089.302021
  nChanged 95
		SP:Iteration 31Q (18639.810000 sec): 3 clusters
  Score: Raw -1158222.180805 + Penalty 3094.295278 = -1155127.885527
  nChanged 82
		SP:Iteration 32Q (18640.030000 sec): 3 clusters
  Score: Raw -1158256.245973 + Penalty 3094.295278 = -1155161.950695
  nChanged 77
		SP:Iteration 33Q (18640.300000 sec): 3 clusters
  Score: Raw -1158288.782111 + Penalty 3094.295278 = -1155194.486833
  nChanged 73
		SP:Iteration 34Q (18640.530000 sec): 3 clusters
  Score: Raw -1158316.113109 + Penalty 3094.295278 = -1155221.817830
  nChanged 54
		SP:Iteration 35Q (18640.780000 sec): 3 clusters
  Score: Raw -1158334.469846 + Penalty 3094.295278 = -1155240.174568
  nChanged 37
		SP:Iteration 36Q (18641.020000 sec): 3 clusters
  Score: Raw -1158349.204765 + Penalty 3094.295278 = -1155254.909487
  nChanged 32
		SP:Iteration 37Q (18641.230000 sec): 3 clusters
  Score: Raw -1158361.194004 + Penalty 3094.295278 = -1155266.898726
  nChanged 26
		SP:Iteration 38Q (18641.490000 sec): 3 clusters
  Score: Raw -1158369.620403 + Penalty 3094.295278 = -1155275.325125
  nChanged 29
		SP:Iteration 39Q (18641.670000 sec): 3 clusters
  Score: Raw -1158379.929983 + Penalty 3094.295278 = -1155285.634705
  nChanged 35
		SP:Iteration 40F (18641.920000 sec): 3 clusters
  Score: Raw -1158397.209711 + Penalty 3094.295278 = -1155302.914433
  nChanged 35
		SP:Iteration 41Q (18642.130000 sec): 3 clusters
  Score: Raw -1158414.676648 + Penalty 3094.295278 = -1155320.381370
  nChanged 31
		SP:Iteration 42Q (18642.390000 sec): 3 clusters
  Score: Raw -1158426.368600 + Penalty 3094.295278 = -1155332.073322
  nChanged 22
		SP:Iteration 43Q (18642.620000 sec): 3 clusters
  Score: Raw -1158434.796824 + Penalty 3094.295278 = -1155340.501545
  nChanged 21
		SP:Iteration 44Q (18642.830000 sec): 3 clusters
  Score: Raw -1158442.770704 + Penalty 3094.295278 = -1155348.475426
  nChanged 19
		SP:Iteration 45Q (18643.070000 sec): 3 clusters
  Score: Raw -1158450.308777 + Penalty 3094.295278 = -1155356.013499
  nChanged 23
		SP:Iteration 46Q (18643.270000 sec): 3 clusters
  Score: Raw -1158460.361008 + Penalty 3094.295278 = -1155366.065730
  nChanged 15
		SP:Iteration 47Q (18643.490000 sec): 3 clusters
  Score: Raw -1158465.274484 + Penalty 3094.295278 = -1155370.979206
  nChanged 6
		SP:Iteration 48Q (18643.720000 sec): 3 clusters
  Score: Raw -1158467.261261 + Penalty 3094.295278 = -1155372.965983
  nChanged 5
		SP:Iteration 49Q (18643.920000 sec): 3 clusters
  Score: Raw -1158469.321984 + Penalty 3094.295278 = -1155375.026706
  nChanged 8
		SP:Iteration 50Q (18644.140000 sec): 3 clusters
  Score: Raw -1158472.072026 + Penalty 3094.295278 = -1155377.776748
  nChanged 9
		SP:Iteration 51Q (18644.410000 sec): 3 clusters
  Score: Raw -1158475.146726 + Penalty 3094.295278 = -1155380.851448
  nChanged 5
		SP:Iteration 52Q (18644.590000 sec): 3 clusters
  Score: Raw -1158476.897941 + Penalty 3094.295278 = -1155382.602663
  nChanged 2
		SP:Iteration 53Q (18644.820000 sec): 3 clusters
  Score: Raw -1158478.188408 + Penalty 3094.295278 = -1155383.893129
  nChanged 4
		SP:Iteration 54Q (18645.070000 sec): 3 clusters
  Score: Raw -1158479.355317 + Penalty 3094.295278 = -1155385.060039
  nChanged 3
		SP:Iteration 55Q (18645.290000 sec): 3 clusters
  Score: Raw -1158480.619533 + Penalty 3094.295278 = -1155386.324254
  nChanged 4
		SP:Iteration 56Q (18645.530000 sec): 3 clusters
  Score: Raw -1158481.532375 + Penalty 3094.295278 = -1155387.237097
  nChanged 2
		SP:Iteration 57Q (18645.730000 sec): 3 clusters
  Score: Raw -1158482.038587 + Penalty 3094.295278 = -1155387.743308
  nChanged 4
		SP:Iteration 58Q (18645.970000 sec): 3 clusters
  Score: Raw -1158483.303482 + Penalty 3094.295278 = -1155389.008204
  nChanged 5
		SP:Iteration 59Q (18646.200000 sec): 3 clusters
  Score: Raw -1158484.939897 + Penalty 3094.295278 = -1155390.644619
  nChanged 5
		SP:Iteration 60F (18646.410000 sec): 3 clusters
  Score: Raw -1158486.425050 + Penalty 3094.295278 = -1155392.129772
  nChanged 4
		SP:Iteration 61Q (18646.650000 sec): 3 clusters
  Score: Raw -1158487.919416 + Penalty 3094.295278 = -1155393.624138
  nChanged 5
		SP:Iteration 62Q (18646.830000 sec): 3 clusters
  Score: Raw -1158489.259693 + Penalty 3094.295278 = -1155394.964414
  nChanged 1
		SP:Iteration 63Q (18647.070000 sec): 3 clusters
  Score: Raw -1158489.533707 + Penalty 3094.295278 = -1155395.238429
  nChanged 0
		SP:Iteration 64F (18647.300000 sec): 3 clusters
  Score: Raw -1158489.533707 + Penalty 3094.295278 = -1155395.238429
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 52 (13793 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18647.430000 sec): 2 clusters
  Score: Raw -1159879.686737 + Penalty 1548.936431 = -1158330.750306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18647.670000 sec): 3 clusters
  Score: Raw -1151873.059823 + Penalty 3097.872861 = -1148775.186962
  nChanged 6021
		SP:Iteration 1F (18647.930000 sec): 3 clusters
  Score: Raw -1155193.332096 + Penalty 3097.872861 = -1152095.459235
  nChanged 891
		SP:Iteration 2F (18648.170000 sec): 3 clusters
  Score: Raw -1155662.035924 + Penalty 3097.872861 = -1152564.163062
  nChanged 889
		SP:Iteration 3F (18648.370000 sec): 3 clusters
  Score: Raw -1156163.632164 + Penalty 3097.872861 = -1153065.759302
  nChanged 856
		SP:Iteration 4F (18648.600000 sec): 3 clusters
  Score: Raw -1156684.826955 + Penalty 3097.872861 = -1153586.954094
  nChanged 900
		SP:Iteration 5F (18648.870000 sec): 3 clusters
  Score: Raw -1157276.279239 + Penalty 3097.872861 = -1154178.406378
  nChanged 877
		SP:Iteration 6F (18649.080000 sec): 3 clusters
  Score: Raw -1157936.861662 + Penalty 3097.872861 = -1154838.988801
  nChanged 805
		SP:Iteration 7F (18649.350000 sec): 3 clusters
  Score: Raw -1158515.817574 + Penalty 3097.872861 = -1155417.944713
  nChanged 569
		SP:Iteration 8Q (18649.540000 sec): 3 clusters
  Score: Raw -1158939.032551 + Penalty 3097.872861 = -1155841.159690
  nChanged 469
		SP:Iteration 9Q (18649.780000 sec): 3 clusters
  Score: Raw -1159306.779017 + Penalty 3097.872861 = -1156208.906155
  nChanged 356
		SP:Iteration 10Q (18650.000000 sec): 3 clusters
  Score: Raw -1159575.393034 + Penalty 3097.872861 = -1156477.520173
  nChanged 252
		SP:Iteration 11Q (18650.220000 sec): 3 clusters
  Score: Raw -1159771.043730 + Penalty 3097.872861 = -1156673.170869
  nChanged 195
		SP:Iteration 12Q (18650.460000 sec): 3 clusters
  Score: Raw -1159912.282553 + Penalty 3097.872861 = -1156814.409692
  nChanged 139
		SP:Iteration 13Q (18650.690000 sec): 3 clusters
  Score: Raw -1159999.353890 + Penalty 3097.872861 = -1156901.481029
  nChanged 104
		SP:Iteration 14Q (18650.960000 sec): 3 clusters
  Score: Raw -1160072.344542 + Penalty 3097.872861 = -1156974.471681
  nChanged 89
		SP:Iteration 15Q (18651.160000 sec): 3 clusters
  Score: Raw -1160130.446111 + Penalty 3097.872861 = -1157032.573250
  nChanged 77
		SP:Iteration 16Q (18651.410000 sec): 3 clusters
  Score: Raw -1160169.843286 + Penalty 3097.872861 = -1157071.970425
  nChanged 52
		SP:Iteration 17Q (18651.590000 sec): 3 clusters
  Score: Raw -1160195.485389 + Penalty 3097.872861 = -1157097.612528
  nChanged 45
		SP:Iteration 18Q (18651.820000 sec): 3 clusters
  Score: Raw -1160214.214136 + Penalty 3097.872861 = -1157116.341275
  nChanged 28
		SP:Iteration 19Q (18652.110000 sec): 3 clusters
  Score: Raw -1160225.575822 + Penalty 3097.872861 = -1157127.702960
  nChanged 20
		SP:Iteration 20F (18652.310000 sec): 3 clusters
  Score: Raw -1160231.165008 + Penalty 3097.872861 = -1157133.292146
  nChanged 14
		SP:Iteration 21Q (18652.570000 sec): 3 clusters
  Score: Raw -1160234.893640 + Penalty 3097.872861 = -1157137.020779
  nChanged 10
		SP:Iteration 22Q (18652.770000 sec): 3 clusters
  Score: Raw -1160237.531037 + Penalty 3097.872861 = -1157139.658176
  nChanged 11
		SP:Iteration 23Q (18652.970000 sec): 3 clusters
  Score: Raw -1160241.384852 + Penalty 3097.872861 = -1157143.511991
  nChanged 10
		SP:Iteration 24Q (18653.190000 sec): 3 clusters
  Score: Raw -1160243.684826 + Penalty 3097.872861 = -1157145.811965
  nChanged 5
		SP:Iteration 25Q (18653.430000 sec): 3 clusters
  Score: Raw -1160244.584744 + Penalty 3097.872861 = -1157146.711883
  nChanged 2
		SP:Iteration 26Q (18653.650000 sec): 3 clusters
  Score: Raw -1160245.148136 + Penalty 3097.872861 = -1157147.275274
  nChanged 1
		SP:Iteration 27Q (18653.910000 sec): 3 clusters
  Score: Raw -1160245.368130 + Penalty 3097.872861 = -1157147.495269
  nChanged 5
		SP:Iteration 28Q (18654.130000 sec): 3 clusters
  Score: Raw -1160246.278366 + Penalty 3097.872861 = -1157148.405505
  nChanged 3
		SP:Iteration 29Q (18654.320000 sec): 3 clusters
  Score: Raw -1160246.650570 + Penalty 3097.872861 = -1157148.777708
  nChanged 1
		SP:Iteration 30Q (18654.550000 sec): 3 clusters
  Score: Raw -1160246.802559 + Penalty 3097.872861 = -1157148.929698
  nChanged 1
		SP:Iteration 31Q (18654.770000 sec): 3 clusters
  Score: Raw -1160246.898407 + Penalty 3097.872861 = -1157149.025546
  nChanged 1
		SP:Iteration 32Q (18655.010000 sec): 3 clusters
  Score: Raw -1160247.246757 + Penalty 3097.872861 = -1157149.373896
  nChanged 1
		SP:Iteration 33Q (18655.240000 sec): 3 clusters
  Score: Raw -1160247.646825 + Penalty 3097.872861 = -1157149.773964
  nChanged 2
		SP:Iteration 34Q (18655.460000 sec): 3 clusters
  Score: Raw -1160248.295646 + Penalty 3097.872861 = -1157150.422785
  nChanged 4
		SP:Iteration 35Q (18655.730000 sec): 3 clusters
  Score: Raw -1160249.253200 + Penalty 3097.872861 = -1157151.380339
  nChanged 0
		SP:Iteration 36F (18655.960000 sec): 3 clusters
  Score: Raw -1160249.253200 + Penalty 3097.872861 = -1157151.380339
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 53 (5479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18656.040000 sec): 2 clusters
  Score: Raw -443673.361248 + Penalty 1398.910156 = -442274.451092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18656.220000 sec): 3 clusters
  Score: Raw -440794.091260 + Penalty 2797.820311 = -437996.270949
  nChanged 2211
		SP:Iteration 1F (18656.450000 sec): 3 clusters
  Score: Raw -441959.834750 + Penalty 2797.820311 = -439162.014439
  nChanged 381
		SP:Iteration 2F (18656.640000 sec): 3 clusters
  Score: Raw -442182.756721 + Penalty 2797.820311 = -439384.936410
  nChanged 332
		SP:Iteration 3F (18656.820000 sec): 3 clusters
  Score: Raw -442358.990286 + Penalty 2797.820311 = -439561.169974
  nChanged 280
		SP:Iteration 4F (18657.030000 sec): 3 clusters
  Score: Raw -442529.427369 + Penalty 2797.820311 = -439731.607057
  nChanged 268
		SP:Iteration 5Q (18657.250000 sec): 3 clusters
  Score: Raw -442705.462323 + Penalty 2797.820311 = -439907.642012
  nChanged 238
		SP:Iteration 6Q (18657.450000 sec): 3 clusters
  Score: Raw -442863.367745 + Penalty 2797.820311 = -440065.547434
  nChanged 231
		SP:Iteration 7Q (18657.690000 sec): 3 clusters
  Score: Raw -443008.867399 + Penalty 2797.820311 = -440211.047087
  nChanged 226
		SP:Iteration 8Q (18657.870000 sec): 3 clusters
  Score: Raw -443175.271987 + Penalty 2797.820311 = -440377.451675
  nChanged 210
		SP:Iteration 9Q (18658.080000 sec): 3 clusters
  Score: Raw -443320.420969 + Penalty 2797.820311 = -440522.600658
  nChanged 183
		SP:Iteration 10Q (18658.280000 sec): 3 clusters
  Score: Raw -443429.638804 + Penalty 2797.820311 = -440631.818492
  nChanged 174
		SP:Iteration 11Q (18658.480000 sec): 3 clusters
  Score: Raw -443519.849238 + Penalty 2797.820311 = -440722.028926
  nChanged 119
		SP:Iteration 12Q (18658.680000 sec): 3 clusters
  Score: Raw -443578.771028 + Penalty 2797.820311 = -440780.950717
  nChanged 112
		SP:Iteration 13Q (18658.860000 sec): 3 clusters
  Score: Raw -443627.627606 + Penalty 2797.820311 = -440829.807294
  nChanged 86
		SP:Iteration 14Q (18659.060000 sec): 3 clusters
  Score: Raw -443667.212119 + Penalty 2797.820311 = -440869.391807
  nChanged 86
		SP:Iteration 15Q (18659.240000 sec): 3 clusters
  Score: Raw -443705.637196 + Penalty 2797.820311 = -440907.816885
  nChanged 72
		SP:Iteration 16Q (18659.430000 sec): 3 clusters
  Score: Raw -443732.497463 + Penalty 2797.820311 = -440934.677151
  nChanged 59
		SP:Iteration 17Q (18659.640000 sec): 3 clusters
  Score: Raw -443752.146842 + Penalty 2797.820311 = -440954.326531
  nChanged 45
		SP:Iteration 18Q (18659.870000 sec): 3 clusters
  Score: Raw -443765.545994 + Penalty 2797.820311 = -440967.725682
  nChanged 40
		SP:Iteration 19Q (18660.060000 sec): 3 clusters
  Score: Raw -443777.136360 + Penalty 2797.820311 = -440979.316048
  nChanged 30
		SP:Iteration 20F (18660.270000 sec): 3 clusters
  Score: Raw -443786.044334 + Penalty 2797.820311 = -440988.224023
  nChanged 25
		SP:Iteration 21Q (18660.470000 sec): 3 clusters
  Score: Raw -443792.075871 + Penalty 2797.820311 = -440994.255560
  nChanged 15
		SP:Iteration 22Q (18660.700000 sec): 3 clusters
  Score: Raw -443795.183401 + Penalty 2797.820311 = -440997.363089
  nChanged 13
		SP:Iteration 23Q (18660.880000 sec): 3 clusters
  Score: Raw -443798.723296 + Penalty 2797.820311 = -441000.902985
  nChanged 16
		SP:Iteration 24Q (18661.050000 sec): 3 clusters
  Score: Raw -443802.233006 + Penalty 2797.820311 = -441004.412695
  nChanged 16
		SP:Iteration 25Q (18661.270000 sec): 3 clusters
  Score: Raw -443805.552120 + Penalty 2797.820311 = -441007.731809
  nChanged 9
		SP:Iteration 26Q (18661.490000 sec): 3 clusters
  Score: Raw -443807.274964 + Penalty 2797.820311 = -441009.454653
  nChanged 3
		SP:Iteration 27Q (18661.700000 sec): 3 clusters
  Score: Raw -443807.658094 + Penalty 2797.820311 = -441009.837782
  nChanged 2
		SP:Iteration 28Q (18661.910000 sec): 3 clusters
  Score: Raw -443808.006906 + Penalty 2797.820311 = -441010.186594
  nChanged 2
		SP:Iteration 29Q (18662.110000 sec): 3 clusters
  Score: Raw -443808.187351 + Penalty 2797.820311 = -441010.367039
  nChanged 2
		SP:Iteration 30Q (18662.300000 sec): 3 clusters
  Score: Raw -443808.523824 + Penalty 2797.820311 = -441010.703513
  nChanged 2
		SP:Iteration 31Q (18662.560000 sec): 3 clusters
  Score: Raw -443808.822251 + Penalty 2797.820311 = -441011.001939
  nChanged 1
		SP:Iteration 32Q (18662.770000 sec): 3 clusters
  Score: Raw -443809.053544 + Penalty 2797.820311 = -441011.233233
  nChanged 3
		SP:Iteration 33Q (18663.020000 sec): 3 clusters
  Score: Raw -443809.467126 + Penalty 2797.820311 = -441011.646814
  nChanged 4
		SP:Iteration 34Q (18663.220000 sec): 3 clusters
  Score: Raw -443810.058359 + Penalty 2797.820311 = -441012.238047
  nChanged 6
		SP:Iteration 35Q (18663.460000 sec): 3 clusters
  Score: Raw -443811.406519 + Penalty 2797.820311 = -441013.586207
  nChanged 5
		SP:Iteration 36Q (18663.680000 sec): 3 clusters
  Score: Raw -443812.410720 + Penalty 2797.820311 = -441014.590409
  nChanged 7
		SP:Iteration 37Q (18663.870000 sec): 3 clusters
  Score: Raw -443813.377924 + Penalty 2797.820311 = -441015.557613
  nChanged 7
		SP:Iteration 38Q (18664.090000 sec): 3 clusters
  Score: Raw -443814.939743 + Penalty 2797.820311 = -441017.119431
  nChanged 8
		SP:Iteration 39Q (18664.320000 sec): 3 clusters
  Score: Raw -443816.081406 + Penalty 2797.820311 = -441018.261095
  nChanged 4
		SP:Iteration 40F (18664.520000 sec): 3 clusters
  Score: Raw -443817.016661 + Penalty 2797.820311 = -441019.196349
  nChanged 3
		SP:Iteration 41Q (18664.710000 sec): 3 clusters
  Score: Raw -443817.311973 + Penalty 2797.820311 = -441019.491662
  nChanged 4
		SP:Iteration 42Q (18664.870000 sec): 3 clusters
  Score: Raw -443818.273510 + Penalty 2797.820311 = -441020.453198
  nChanged 9
		SP:Iteration 43Q (18665.060000 sec): 3 clusters
  Score: Raw -443820.703944 + Penalty 2797.820311 = -441022.883633
  nChanged 7
		SP:Iteration 44Q (18665.260000 sec): 3 clusters
  Score: Raw -443822.467625 + Penalty 2797.820311 = -441024.647314
  nChanged 11
		SP:Iteration 45Q (18665.450000 sec): 3 clusters
  Score: Raw -443825.262467 + Penalty 2797.820311 = -441027.442156
  nChanged 10
		SP:Iteration 46Q (18665.650000 sec): 3 clusters
  Score: Raw -443827.393748 + Penalty 2797.820311 = -441029.573436
  nChanged 10
		SP:Iteration 47Q (18665.830000 sec): 3 clusters
  Score: Raw -443829.311816 + Penalty 2797.820311 = -441031.491505
  nChanged 8
		SP:Iteration 48Q (18666.060000 sec): 3 clusters
  Score: Raw -443831.355839 + Penalty 2797.820311 = -441033.535527
  nChanged 5
		SP:Iteration 49Q (18666.240000 sec): 3 clusters
  Score: Raw -443832.512145 + Penalty 2797.820311 = -441034.691833
  nChanged 7
		SP:Iteration 50Q (18666.400000 sec): 3 clusters
  Score: Raw -443833.706321 + Penalty 2797.820311 = -441035.886010
  nChanged 4
		SP:Iteration 51Q (18666.630000 sec): 3 clusters
  Score: Raw -443834.494717 + Penalty 2797.820311 = -441036.674406
  nChanged 4
		SP:Iteration 52Q (18666.790000 sec): 3 clusters
  Score: Raw -443835.175273 + Penalty 2797.820311 = -441037.354962
  nChanged 1
		SP:Iteration 53Q (18666.980000 sec): 3 clusters
  Score: Raw -443835.315732 + Penalty 2797.820311 = -441037.495420
  nChanged 0
		SP:Iteration 54F (18667.180000 sec): 3 clusters
  Score: Raw -443835.315732 + Penalty 2797.820311 = -441037.495420
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 54 (26869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18667.360000 sec): 2 clusters
  Score: Raw -2199823.456570 + Penalty 1657.293379 = -2198166.163191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18667.630000 sec): 3 clusters
  Score: Raw -2183386.988124 + Penalty 3314.586758 = -2180072.401367
  nChanged 12307
		SP:Iteration 1F (18667.890000 sec): 3 clusters
  Score: Raw -2190595.605097 + Penalty 3314.586758 = -2187281.018340
  nChanged 1718
		SP:Iteration 2F (18668.180000 sec): 3 clusters
  Score: Raw -2191754.387275 + Penalty 3314.586758 = -2188439.800518
  nChanged 1968
		SP:Iteration 3F (18668.480000 sec): 3 clusters
  Score: Raw -2193207.123635 + Penalty 3314.586758 = -2189892.536878
  nChanged 1958
		SP:Iteration 4F (18668.740000 sec): 3 clusters
  Score: Raw -2194519.766833 + Penalty 3314.586758 = -2191205.180076
  nChanged 1780
		SP:Iteration 5F (18669.030000 sec): 3 clusters
  Score: Raw -2195507.827153 + Penalty 3314.586758 = -2192193.240395
  nChanged 1473
		SP:Iteration 6F (18669.330000 sec): 3 clusters
  Score: Raw -2196249.687789 + Penalty 3314.586758 = -2192935.101032
  nChanged 1262
		SP:Iteration 7Q (18669.640000 sec): 3 clusters
  Score: Raw -2196878.372263 + Penalty 3314.586758 = -2193563.785505
  nChanged 1079
		SP:Iteration 8Q (18669.900000 sec): 3 clusters
  Score: Raw -2197482.998125 + Penalty 3314.586758 = -2194168.411367
  nChanged 1021
		SP:Iteration 9Q (18670.180000 sec): 3 clusters
  Score: Raw -2198058.222746 + Penalty 3314.586758 = -2194743.635988
  nChanged 876
		SP:Iteration 10Q (18670.490000 sec): 3 clusters
  Score: Raw -2198480.617279 + Penalty 3314.586758 = -2195166.030522
  nChanged 707
		SP:Iteration 11Q (18670.770000 sec): 3 clusters
  Score: Raw -2198804.950085 + Penalty 3314.586758 = -2195490.363328
  nChanged 644
		SP:Iteration 12Q (18671.100000 sec): 3 clusters
  Score: Raw -2199076.371314 + Penalty 3314.586758 = -2195761.784556
  nChanged 586
		SP:Iteration 13Q (18671.430000 sec): 3 clusters
  Score: Raw -2199326.129609 + Penalty 3314.586758 = -2196011.542851
  nChanged 564
		SP:Iteration 14Q (18671.770000 sec): 3 clusters
  Score: Raw -2199569.510238 + Penalty 3314.586758 = -2196254.923481
  nChanged 546
		SP:Iteration 15Q (18672.080000 sec): 3 clusters
  Score: Raw -2199798.645407 + Penalty 3314.586758 = -2196484.058650
  nChanged 457
		SP:Iteration 16Q (18672.440000 sec): 3 clusters
  Score: Raw -2199969.314279 + Penalty 3314.586758 = -2196654.727521
  nChanged 400
		SP:Iteration 17Q (18672.730000 sec): 3 clusters
  Score: Raw -2200109.002447 + Penalty 3314.586758 = -2196794.415690
  nChanged 360
		SP:Iteration 18Q (18673.010000 sec): 3 clusters
  Score: Raw -2200230.971969 + Penalty 3314.586758 = -2196916.385212
  nChanged 328
		SP:Iteration 19Q (18673.340000 sec): 3 clusters
  Score: Raw -2200345.191048 + Penalty 3314.586758 = -2197030.604291
  nChanged 290
		SP:Iteration 20F (18673.630000 sec): 3 clusters
  Score: Raw -2200445.335425 + Penalty 3314.586758 = -2197130.748668
  nChanged 284
		SP:Iteration 21Q (18673.900000 sec): 3 clusters
  Score: Raw -2200539.535317 + Penalty 3314.586758 = -2197224.948559
  nChanged 221
		SP:Iteration 22Q (18674.210000 sec): 3 clusters
  Score: Raw -2200600.745960 + Penalty 3314.586758 = -2197286.159203
  nChanged 175
		SP:Iteration 23Q (18674.450000 sec): 3 clusters
  Score: Raw -2200645.138699 + Penalty 3314.586758 = -2197330.551942
  nChanged 152
		SP:Iteration 24Q (18674.740000 sec): 3 clusters
  Score: Raw -2200687.407302 + Penalty 3314.586758 = -2197372.820544
  nChanged 126
		SP:Iteration 25Q (18675.040000 sec): 3 clusters
  Score: Raw -2200718.008808 + Penalty 3314.586758 = -2197403.422051
  nChanged 106
		SP:Iteration 26Q (18675.330000 sec): 3 clusters
  Score: Raw -2200740.749952 + Penalty 3314.586758 = -2197426.163194
  nChanged 77
		SP:Iteration 27Q (18675.630000 sec): 3 clusters
  Score: Raw -2200757.066696 + Penalty 3314.586758 = -2197442.479938
  nChanged 82
		SP:Iteration 28Q (18675.930000 sec): 3 clusters
  Score: Raw -2200771.090586 + Penalty 3314.586758 = -2197456.503828
  nChanged 64
		SP:Iteration 29Q (18676.200000 sec): 3 clusters
  Score: Raw -2200783.011013 + Penalty 3314.586758 = -2197468.424255
  nChanged 56
		SP:Iteration 30Q (18676.470000 sec): 3 clusters
  Score: Raw -2200794.277561 + Penalty 3314.586758 = -2197479.690804
  nChanged 54
		SP:Iteration 31Q (18676.790000 sec): 3 clusters
  Score: Raw -2200805.057553 + Penalty 3314.586758 = -2197490.470796
  nChanged 54
		SP:Iteration 32Q (18677.050000 sec): 3 clusters
  Score: Raw -2200815.044043 + Penalty 3314.586758 = -2197500.457285
  nChanged 50
		SP:Iteration 33Q (18677.360000 sec): 3 clusters
  Score: Raw -2200824.971317 + Penalty 3314.586758 = -2197510.384560
  nChanged 44
		SP:Iteration 34Q (18677.690000 sec): 3 clusters
  Score: Raw -2200832.276660 + Penalty 3314.586758 = -2197517.689902
  nChanged 43
		SP:Iteration 35Q (18678.050000 sec): 3 clusters
  Score: Raw -2200839.537610 + Penalty 3314.586758 = -2197524.950853
  nChanged 40
		SP:Iteration 36Q (18678.360000 sec): 3 clusters
  Score: Raw -2200846.452055 + Penalty 3314.586758 = -2197531.865298
  nChanged 29
		SP:Iteration 37Q (18678.620000 sec): 3 clusters
  Score: Raw -2200850.813451 + Penalty 3314.586758 = -2197536.226694
  nChanged 20
		SP:Iteration 38Q (18678.920000 sec): 3 clusters
  Score: Raw -2200854.017778 + Penalty 3314.586758 = -2197539.431020
  nChanged 14
		SP:Iteration 39Q (18679.150000 sec): 3 clusters
  Score: Raw -2200855.700485 + Penalty 3314.586758 = -2197541.113728
  nChanged 12
		SP:Iteration 40F (18679.460000 sec): 3 clusters
  Score: Raw -2200857.139780 + Penalty 3314.586758 = -2197542.553022
  nChanged 7
		SP:Iteration 41Q (18679.710000 sec): 3 clusters
  Score: Raw -2200858.150811 + Penalty 3314.586758 = -2197543.564054
  nChanged 7
		SP:Iteration 42Q (18680.040000 sec): 3 clusters
  Score: Raw -2200859.397264 + Penalty 3314.586758 = -2197544.810506
  nChanged 9
		SP:Iteration 43Q (18680.340000 sec): 3 clusters
  Score: Raw -2200860.498385 + Penalty 3314.586758 = -2197545.911628
  nChanged 6
		SP:Iteration 44Q (18680.630000 sec): 3 clusters
  Score: Raw -2200861.368404 + Penalty 3314.586758 = -2197546.781646
  nChanged 7
		SP:Iteration 45Q (18680.920000 sec): 3 clusters
  Score: Raw -2200862.415532 + Penalty 3314.586758 = -2197547.828775
  nChanged 6
		SP:Iteration 46Q (18681.230000 sec): 3 clusters
  Score: Raw -2200863.079344 + Penalty 3314.586758 = -2197548.492586
  nChanged 3
		SP:Iteration 47Q (18681.500000 sec): 3 clusters
  Score: Raw -2200863.420360 + Penalty 3314.586758 = -2197548.833602
  nChanged 1
		SP:Iteration 48Q (18681.810000 sec): 3 clusters
  Score: Raw -2200863.527230 + Penalty 3314.586758 = -2197548.940473
  nChanged 0
		SP:Iteration 49F (18682.110000 sec): 3 clusters
  Score: Raw -2200863.527230 + Penalty 3314.586758 = -2197548.940473
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 55 (3825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18682.230000 sec): 2 clusters
  Score: Raw -284492.881021 + Penalty 1340.513484 = -283152.367537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18682.410000 sec): 3 clusters
  Score: Raw -282618.407231 + Penalty 2681.026968 = -279937.380263
  nChanged 1480
		SP:Iteration 1F (18682.630000 sec): 3 clusters
  Score: Raw -283547.878987 + Penalty 2681.026968 = -280866.852020
  nChanged 339
		SP:Iteration 2F (18682.830000 sec): 3 clusters
  Score: Raw -283822.911869 + Penalty 2681.026968 = -281141.884902
  nChanged 270
		SP:Iteration 3F (18683.010000 sec): 3 clusters
  Score: Raw -284033.536205 + Penalty 2681.026968 = -281352.509238
  nChanged 207
		SP:Iteration 4F (18683.200000 sec): 3 clusters
  Score: Raw -284194.431284 + Penalty 2681.026968 = -281513.404317
  nChanged 204
		SP:Iteration 5F (18683.370000 sec): 3 clusters
  Score: Raw -284342.788112 + Penalty 2681.026968 = -281661.761144
  nChanged 154
		SP:Iteration 6Q (18683.600000 sec): 3 clusters
  Score: Raw -284456.938047 + Penalty 2681.026968 = -281775.911079
  nChanged 137
		SP:Iteration 7Q (18683.770000 sec): 3 clusters
  Score: Raw -284550.744379 + Penalty 2681.026968 = -281869.717411
  nChanged 109
		SP:Iteration 8Q (18683.960000 sec): 3 clusters
  Score: Raw -284609.012924 + Penalty 2681.026968 = -281927.985956
  nChanged 87
		SP:Iteration 9Q (18684.150000 sec): 3 clusters
  Score: Raw -284650.722040 + Penalty 2681.026968 = -281969.695072
  nChanged 78
		SP:Iteration 10Q (18684.310000 sec): 3 clusters
  Score: Raw -284691.783540 + Penalty 2681.026968 = -282010.756573
  nChanged 60
		SP:Iteration 11Q (18684.530000 sec): 3 clusters
  Score: Raw -284718.760544 + Penalty 2681.026968 = -282037.733577
  nChanged 47
		SP:Iteration 12Q (18684.690000 sec): 3 clusters
  Score: Raw -284738.918388 + Penalty 2681.026968 = -282057.891421
  nChanged 42
		SP:Iteration 13Q (18684.870000 sec): 3 clusters
  Score: Raw -284756.320109 + Penalty 2681.026968 = -282075.293142
  nChanged 32
		SP:Iteration 14Q (18685.090000 sec): 3 clusters
  Score: Raw -284770.837316 + Penalty 2681.026968 = -282089.810348
  nChanged 36
		SP:Iteration 15Q (18685.280000 sec): 3 clusters
  Score: Raw -284786.525421 + Penalty 2681.026968 = -282105.498454
  nChanged 28
		SP:Iteration 16Q (18685.520000 sec): 3 clusters
  Score: Raw -284794.040084 + Penalty 2681.026968 = -282113.013117
  nChanged 24
		SP:Iteration 17Q (18685.730000 sec): 3 clusters
  Score: Raw -284800.444418 + Penalty 2681.026968 = -282119.417451
  nChanged 16
		SP:Iteration 18Q (18685.900000 sec): 3 clusters
  Score: Raw -284805.306457 + Penalty 2681.026968 = -282124.279489
  nChanged 18
		SP:Iteration 19Q (18686.070000 sec): 3 clusters
  Score: Raw -284812.157420 + Penalty 2681.026968 = -282131.130452
  nChanged 22
		SP:Iteration 20F (18686.260000 sec): 3 clusters
  Score: Raw -284819.289141 + Penalty 2681.026968 = -282138.262174
  nChanged 15
		SP:Iteration 21Q (18686.410000 sec): 3 clusters
  Score: Raw -284825.167042 + Penalty 2681.026968 = -282144.140075
  nChanged 24
		SP:Iteration 22Q (18686.620000 sec): 3 clusters
  Score: Raw -284834.339708 + Penalty 2681.026968 = -282153.312741
  nChanged 25
		SP:Iteration 23Q (18686.800000 sec): 3 clusters
  Score: Raw -284843.343915 + Penalty 2681.026968 = -282162.316947
  nChanged 24
		SP:Iteration 24Q (18686.940000 sec): 3 clusters
  Score: Raw -284852.189804 + Penalty 2681.026968 = -282171.162837
  nChanged 21
		SP:Iteration 25Q (18687.100000 sec): 3 clusters
  Score: Raw -284859.785623 + Penalty 2681.026968 = -282178.758656
  nChanged 17
		SP:Iteration 26Q (18687.320000 sec): 3 clusters
  Score: Raw -284866.987688 + Penalty 2681.026968 = -282185.960720
  nChanged 13
		SP:Iteration 27Q (18687.540000 sec): 3 clusters
  Score: Raw -284871.857153 + Penalty 2681.026968 = -282190.830186
  nChanged 15
		SP:Iteration 28Q (18687.710000 sec): 3 clusters
  Score: Raw -284876.186049 + Penalty 2681.026968 = -282195.159082
  nChanged 14
		SP:Iteration 29Q (18687.880000 sec): 3 clusters
  Score: Raw -284879.689067 + Penalty 2681.026968 = -282198.662099
  nChanged 11
		SP:Iteration 30Q (18688.030000 sec): 3 clusters
  Score: Raw -284883.823860 + Penalty 2681.026968 = -282202.796892
  nChanged 14
		SP:Iteration 31Q (18688.220000 sec): 3 clusters
  Score: Raw -284888.361775 + Penalty 2681.026968 = -282207.334808
  nChanged 12
		SP:Iteration 32Q (18688.430000 sec): 3 clusters
  Score: Raw -284894.145749 + Penalty 2681.026968 = -282213.118781
  nChanged 18
		SP:Iteration 33Q (18688.590000 sec): 3 clusters
  Score: Raw -284904.186289 + Penalty 2681.026968 = -282223.159322
  nChanged 23
		SP:Iteration 34Q (18688.800000 sec): 3 clusters
  Score: Raw -284915.616006 + Penalty 2681.026968 = -282234.589039
  nChanged 28
		SP:Iteration 35Q (18688.950000 sec): 3 clusters
  Score: Raw -284924.575539 + Penalty 2681.026968 = -282243.548571
  nChanged 19
		SP:Iteration 36Q (18689.150000 sec): 3 clusters
  Score: Raw -284930.907067 + Penalty 2681.026968 = -282249.880099
  nChanged 20
		SP:Iteration 37Q (18689.300000 sec): 3 clusters
  Score: Raw -284939.022021 + Penalty 2681.026968 = -282257.995054
  nChanged 18
		SP:Iteration 38Q (18689.510000 sec): 3 clusters
  Score: Raw -284948.991233 + Penalty 2681.026968 = -282267.964266
  nChanged 22
		SP:Iteration 39Q (18689.700000 sec): 3 clusters
  Score: Raw -284958.724628 + Penalty 2681.026968 = -282277.697660
  nChanged 23
		SP:Iteration 40F (18689.890000 sec): 3 clusters
  Score: Raw -284971.312263 + Penalty 2681.026968 = -282290.285295
  nChanged 30
		SP:Iteration 41Q (18690.060000 sec): 3 clusters
  Score: Raw -284983.985700 + Penalty 2681.026968 = -282302.958732
  nChanged 24
		SP:Iteration 42Q (18690.250000 sec): 3 clusters
  Score: Raw -284992.435697 + Penalty 2681.026968 = -282311.408730
  nChanged 19
		SP:Iteration 43Q (18690.420000 sec): 3 clusters
  Score: Raw -284998.123202 + Penalty 2681.026968 = -282317.096234
  nChanged 17
		SP:Iteration 44Q (18690.630000 sec): 3 clusters
  Score: Raw -285004.032285 + Penalty 2681.026968 = -282323.005317
  nChanged 21
		SP:Iteration 45Q (18690.810000 sec): 3 clusters
  Score: Raw -285012.911081 + Penalty 2681.026968 = -282331.884113
  nChanged 20
		SP:Iteration 46Q (18691.050000 sec): 3 clusters
  Score: Raw -285023.969933 + Penalty 2681.026968 = -282342.942965
  nChanged 21
		SP:Iteration 47Q (18691.260000 sec): 3 clusters
  Score: Raw -285033.711209 + Penalty 2681.026968 = -282352.684242
  nChanged 24
		SP:Iteration 48Q (18691.430000 sec): 3 clusters
  Score: Raw -285044.760530 + Penalty 2681.026968 = -282363.733562
  nChanged 27
		SP:Iteration 49Q (18691.630000 sec): 3 clusters
  Score: Raw -285057.473454 + Penalty 2681.026968 = -282376.446487
  nChanged 27
		SP:Iteration 50Q (18691.790000 sec): 3 clusters
  Score: Raw -285071.533043 + Penalty 2681.026968 = -282390.506076
  nChanged 28
		SP:Iteration 51Q (18692.010000 sec): 3 clusters
  Score: Raw -285084.523539 + Penalty 2681.026968 = -282403.496571
  nChanged 24
		SP:Iteration 52Q (18692.180000 sec): 3 clusters
  Score: Raw -285099.727414 + Penalty 2681.026968 = -282418.700446
  nChanged 31
		SP:Iteration 53Q (18692.380000 sec): 3 clusters
  Score: Raw -285121.984992 + Penalty 2681.026968 = -282440.958024
  nChanged 32
		SP:Iteration 54Q (18692.560000 sec): 3 clusters
  Score: Raw -285149.700703 + Penalty 2681.026968 = -282468.673736
  nChanged 36
		SP:Iteration 55Q (18692.770000 sec): 3 clusters
  Score: Raw -285172.507309 + Penalty 2681.026968 = -282491.480342
  nChanged 35
		SP:Iteration 56Q (18692.930000 sec): 3 clusters
  Score: Raw -285196.240381 + Penalty 2681.026968 = -282515.213413
  nChanged 34
		SP:Iteration 57Q (18693.100000 sec): 3 clusters
  Score: Raw -285215.818963 + Penalty 2681.026968 = -282534.791995
  nChanged 20
		SP:Iteration 58Q (18693.280000 sec): 3 clusters
  Score: Raw -285227.214816 + Penalty 2681.026968 = -282546.187848
  nChanged 17
		SP:Iteration 59Q (18693.460000 sec): 3 clusters
  Score: Raw -285238.792168 + Penalty 2681.026968 = -282557.765200
  nChanged 20
		SP:Iteration 60F (18693.660000 sec): 3 clusters
  Score: Raw -285248.280816 + Penalty 2681.026968 = -282567.253849
  nChanged 15
		SP:Iteration 61Q (18693.850000 sec): 3 clusters
  Score: Raw -285255.967579 + Penalty 2681.026968 = -282574.940612
  nChanged 16
		SP:Iteration 62Q (18694.020000 sec): 3 clusters
  Score: Raw -285261.389906 + Penalty 2681.026968 = -282580.362939
  nChanged 12
		SP:Iteration 63Q (18694.240000 sec): 3 clusters
  Score: Raw -285268.726397 + Penalty 2681.026968 = -282587.699430
  nChanged 14
		SP:Iteration 64Q (18694.410000 sec): 3 clusters
  Score: Raw -285276.182378 + Penalty 2681.026968 = -282595.155410
  nChanged 12
		SP:Iteration 65Q (18694.590000 sec): 3 clusters
  Score: Raw -285282.790225 + Penalty 2681.026968 = -282601.763258
  nChanged 14
		SP:Iteration 66Q (18694.760000 sec): 3 clusters
  Score: Raw -285288.912227 + Penalty 2681.026968 = -282607.885260
  nChanged 10
		SP:Iteration 67Q (18694.970000 sec): 3 clusters
  Score: Raw -285292.638140 + Penalty 2681.026968 = -282611.611173
  nChanged 4
		SP:Iteration 68Q (18695.180000 sec): 3 clusters
  Score: Raw -285293.855382 + Penalty 2681.026968 = -282612.828414
  nChanged 2
		SP:Iteration 69Q (18695.330000 sec): 3 clusters
  Score: Raw -285294.993730 + Penalty 2681.026968 = -282613.966762
  nChanged 3
		SP:Iteration 70Q (18695.500000 sec): 3 clusters
  Score: Raw -285296.043833 + Penalty 2681.026968 = -282615.016865
  nChanged 2
		SP:Iteration 71Q (18695.690000 sec): 3 clusters
  Score: Raw -285296.981882 + Penalty 2681.026968 = -282615.954915
  nChanged 3
		SP:Iteration 72Q (18695.880000 sec): 3 clusters
  Score: Raw -285299.188720 + Penalty 2681.026968 = -282618.161753
  nChanged 2
		SP:Iteration 73Q (18696.080000 sec): 3 clusters
  Score: Raw -285300.266385 + Penalty 2681.026968 = -282619.239418
  nChanged 4
		SP:Iteration 74Q (18696.230000 sec): 3 clusters
  Score: Raw -285301.440543 + Penalty 2681.026968 = -282620.413575
  nChanged 2
		SP:Iteration 75Q (18696.400000 sec): 3 clusters
  Score: Raw -285302.546907 + Penalty 2681.026968 = -282621.519939
  nChanged 3
		SP:Iteration 76Q (18696.590000 sec): 3 clusters
  Score: Raw -285304.193157 + Penalty 2681.026968 = -282623.166190
  nChanged 3
		SP:Iteration 77Q (18696.800000 sec): 3 clusters
  Score: Raw -285305.353552 + Penalty 2681.026968 = -282624.326585
  nChanged 2
		SP:Iteration 78Q (18696.970000 sec): 3 clusters
  Score: Raw -285306.724301 + Penalty 2681.026968 = -282625.697334
  nChanged 4
		SP:Iteration 79Q (18697.120000 sec): 3 clusters
  Score: Raw -285308.576984 + Penalty 2681.026968 = -282627.550017
  nChanged 0
		SP:Iteration 80F (18697.290000 sec): 3 clusters
  Score: Raw -285308.576984 + Penalty 2681.026968 = -282627.550017
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 56 (5508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18697.400000 sec): 2 clusters
  Score: Raw -405203.436443 + Penalty 1399.767990 = -403803.668453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18697.610000 sec): 3 clusters
  Score: Raw -402375.635165 + Penalty 2799.535979 = -399576.099186
  nChanged 2245
		SP:Iteration 1F (18697.790000 sec): 3 clusters
  Score: Raw -403782.879869 + Penalty 2799.535979 = -400983.343890
  nChanged 540
		SP:Iteration 2F (18697.990000 sec): 3 clusters
  Score: Raw -404339.811400 + Penalty 2799.535979 = -401540.275421
  nChanged 486
		SP:Iteration 3F (18698.170000 sec): 3 clusters
  Score: Raw -404929.855065 + Penalty 2799.535979 = -402130.319086
  nChanged 485
		SP:Iteration 4F (18698.350000 sec): 3 clusters
  Score: Raw -405491.651520 + Penalty 2799.535979 = -402692.115541
  nChanged 391
		SP:Iteration 5F (18698.570000 sec): 3 clusters
  Score: Raw -405845.492216 + Penalty 2799.535979 = -403045.956236
  nChanged 244
		SP:Iteration 6Q (18698.750000 sec): 3 clusters
  Score: Raw -406013.549660 + Penalty 2799.535979 = -403214.013680
  nChanged 184
		SP:Iteration 7Q (18698.920000 sec): 3 clusters
  Score: Raw -406121.250789 + Penalty 2799.535979 = -403321.714810
  nChanged 132
		SP:Iteration 8Q (18699.120000 sec): 3 clusters
  Score: Raw -406186.194547 + Penalty 2799.535979 = -403386.658568
  nChanged 102
		SP:Iteration 9Q (18699.340000 sec): 3 clusters
  Score: Raw -406223.218928 + Penalty 2799.535979 = -403423.682948
  nChanged 55
		SP:Iteration 10Q (18699.520000 sec): 3 clusters
  Score: Raw -406243.662128 + Penalty 2799.535979 = -403444.126149
  nChanged 38
		SP:Iteration 11Q (18699.730000 sec): 3 clusters
  Score: Raw -406253.225095 + Penalty 2799.535979 = -403453.689116
  nChanged 17
		SP:Iteration 12Q (18699.920000 sec): 3 clusters
  Score: Raw -406257.262101 + Penalty 2799.535979 = -403457.726122
  nChanged 13
		SP:Iteration 13Q (18700.130000 sec): 3 clusters
  Score: Raw -406260.286903 + Penalty 2799.535979 = -403460.750924
  nChanged 12
		SP:Iteration 14Q (18700.330000 sec): 3 clusters
  Score: Raw -406263.419430 + Penalty 2799.535979 = -403463.883451
  nChanged 10
		SP:Iteration 15Q (18700.510000 sec): 3 clusters
  Score: Raw -406267.322881 + Penalty 2799.535979 = -403467.786902
  nChanged 14
		SP:Iteration 16Q (18700.720000 sec): 3 clusters
  Score: Raw -406271.240587 + Penalty 2799.535979 = -403471.704608
  nChanged 13
		SP:Iteration 17Q (18700.910000 sec): 3 clusters
  Score: Raw -406274.046115 + Penalty 2799.535979 = -403474.510136
  nChanged 9
		SP:Iteration 18Q (18701.110000 sec): 3 clusters
  Score: Raw -406277.227258 + Penalty 2799.535979 = -403477.691279
  nChanged 12
		SP:Iteration 19Q (18701.320000 sec): 3 clusters
  Score: Raw -406280.511072 + Penalty 2799.535979 = -403480.975093
  nChanged 9
		SP:Iteration 20F (18701.530000 sec): 3 clusters
  Score: Raw -406282.202128 + Penalty 2799.535979 = -403482.666149
  nChanged 7
		SP:Iteration 21Q (18701.680000 sec): 3 clusters
  Score: Raw -406283.282173 + Penalty 2799.535979 = -403483.746194
  nChanged 8
		SP:Iteration 22Q (18701.920000 sec): 3 clusters
  Score: Raw -406285.770801 + Penalty 2799.535979 = -403486.234821
  nChanged 8
		SP:Iteration 23Q (18702.100000 sec): 3 clusters
  Score: Raw -406288.052174 + Penalty 2799.535979 = -403488.516195
  nChanged 8
		SP:Iteration 24Q (18702.300000 sec): 3 clusters
  Score: Raw -406289.604151 + Penalty 2799.535979 = -403490.068172
  nChanged 8
		SP:Iteration 25Q (18702.490000 sec): 3 clusters
  Score: Raw -406291.669485 + Penalty 2799.535979 = -403492.133505
  nChanged 6
		SP:Iteration 26Q (18702.640000 sec): 3 clusters
  Score: Raw -406292.646994 + Penalty 2799.535979 = -403493.111014
  nChanged 7
		SP:Iteration 27Q (18702.840000 sec): 3 clusters
  Score: Raw -406294.071482 + Penalty 2799.535979 = -403494.535502
  nChanged 6
		SP:Iteration 28Q (18703.060000 sec): 3 clusters
  Score: Raw -406295.182315 + Penalty 2799.535979 = -403495.646336
  nChanged 5
		SP:Iteration 29Q (18703.230000 sec): 3 clusters
  Score: Raw -406296.372871 + Penalty 2799.535979 = -403496.836892
  nChanged 6
		SP:Iteration 30Q (18703.420000 sec): 3 clusters
  Score: Raw -406297.594641 + Penalty 2799.535979 = -403498.058661
  nChanged 4
		SP:Iteration 31Q (18703.640000 sec): 3 clusters
  Score: Raw -406298.237607 + Penalty 2799.535979 = -403498.701627
  nChanged 2
		SP:Iteration 32Q (18703.810000 sec): 3 clusters
  Score: Raw -406298.502058 + Penalty 2799.535979 = -403498.966078
  nChanged 0
		SP:Iteration 33F (18704.000000 sec): 3 clusters
  Score: Raw -406298.502058 + Penalty 2799.535979 = -403498.966078
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 57 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18704.120000 sec): 2 clusters
  Score: Raw -30630.179858 + Penalty 960.504455 = -29669.675403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18704.310000 sec): 3 clusters
  Score: Raw -30621.607066 + Penalty 1921.008909 = -28700.598157
  nChanged 67
		SP:Iteration 1F (18704.480000 sec): 3 clusters
  Score: Raw -30746.155639 + Penalty 1921.008909 = -28825.146730
  nChanged 17
		SP:Iteration 2Q (18704.690000 sec): 3 clusters
  Score: Raw -30775.735022 + Penalty 1921.008909 = -28854.726113
  nChanged 8
		SP:Iteration 3Q (18704.870000 sec): 3 clusters
  Score: Raw -30788.705852 + Penalty 1921.008909 = -28867.696943
  nChanged 5
		SP:Iteration 4Q (18705.040000 sec): 3 clusters
  Score: Raw -30797.078177 + Penalty 1921.008909 = -28876.069268
  nChanged 0
		SP:Iteration 5F (18705.190000 sec): 3 clusters
  Score: Raw -30797.078177 + Penalty 1921.008909 = -28876.069268
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 58 (5173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18705.290000 sec): 2 clusters
  Score: Raw -439310.832337 + Penalty 1389.571311 = -437921.261026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18705.510000 sec): 3 clusters
  Score: Raw -436640.507905 + Penalty 2779.142623 = -433861.365282
  nChanged 2044
		SP:Iteration 1F (18705.700000 sec): 3 clusters
  Score: Raw -437771.471846 + Penalty 2779.142623 = -434992.329223
  nChanged 364
		SP:Iteration 2F (18705.880000 sec): 3 clusters
  Score: Raw -437930.904512 + Penalty 2779.142623 = -435151.761889
  nChanged 222
		SP:Iteration 3Q (18706.100000 sec): 3 clusters
  Score: Raw -438021.445652 + Penalty 2779.142623 = -435242.303030
  nChanged 177
		SP:Iteration 4Q (18706.240000 sec): 3 clusters
  Score: Raw -438090.986959 + Penalty 2779.142623 = -435311.844336
  nChanged 136
		SP:Iteration 5Q (18706.440000 sec): 3 clusters
  Score: Raw -438145.222968 + Penalty 2779.142623 = -435366.080346
  nChanged 123
		SP:Iteration 6Q (18706.600000 sec): 3 clusters
  Score: Raw -438190.820737 + Penalty 2779.142623 = -435411.678114
  nChanged 116
		SP:Iteration 7Q (18706.800000 sec): 3 clusters
  Score: Raw -438247.692974 + Penalty 2779.142623 = -435468.550351
  nChanged 129
		SP:Iteration 8Q (18707.000000 sec): 3 clusters
  Score: Raw -438311.730914 + Penalty 2779.142623 = -435532.588292
  nChanged 141
		SP:Iteration 9Q (18707.170000 sec): 3 clusters
  Score: Raw -438399.896938 + Penalty 2779.142623 = -435620.754315
  nChanged 153
		SP:Iteration 10Q (18707.350000 sec): 3 clusters
  Score: Raw -438486.612613 + Penalty 2779.142623 = -435707.469990
  nChanged 153
		SP:Iteration 11Q (18707.540000 sec): 3 clusters
  Score: Raw -438589.583017 + Penalty 2779.142623 = -435810.440395
  nChanged 160
		SP:Iteration 12Q (18707.780000 sec): 3 clusters
  Score: Raw -438691.758503 + Penalty 2779.142623 = -435912.615880
  nChanged 159
		SP:Iteration 13Q (18707.950000 sec): 3 clusters
  Score: Raw -438789.049783 + Penalty 2779.142623 = -436009.907160
  nChanged 160
		SP:Iteration 14Q (18708.120000 sec): 3 clusters
  Score: Raw -438908.734275 + Penalty 2779.142623 = -436129.591652
  nChanged 172
		SP:Iteration 15Q (18708.350000 sec): 3 clusters
  Score: Raw -439038.447780 + Penalty 2779.142623 = -436259.305157
  nChanged 196
		SP:Iteration 16Q (18708.580000 sec): 3 clusters
  Score: Raw -439195.167531 + Penalty 2779.142623 = -436416.024908
  nChanged 168
		SP:Iteration 17Q (18708.740000 sec): 3 clusters
  Score: Raw -439321.446345 + Penalty 2779.142623 = -436542.303723
  nChanged 156
		SP:Iteration 18Q (18708.920000 sec): 3 clusters
  Score: Raw -439420.000781 + Penalty 2779.142623 = -436640.858158
  nChanged 110
		SP:Iteration 19Q (18709.100000 sec): 3 clusters
  Score: Raw -439477.418714 + Penalty 2779.142623 = -436698.276091
  nChanged 85
		SP:Iteration 20F (18709.320000 sec): 3 clusters
  Score: Raw -439515.437305 + Penalty 2779.142623 = -436736.294683
  nChanged 65
		SP:Iteration 21Q (18709.470000 sec): 3 clusters
  Score: Raw -439533.782119 + Penalty 2779.142623 = -436754.639496
  nChanged 31
		SP:Iteration 22Q (18709.720000 sec): 3 clusters
  Score: Raw -439543.444108 + Penalty 2779.142623 = -436764.301486
  nChanged 26
		SP:Iteration 23Q (18709.910000 sec): 3 clusters
  Score: Raw -439549.872867 + Penalty 2779.142623 = -436770.730245
  nChanged 22
		SP:Iteration 24Q (18710.090000 sec): 3 clusters
  Score: Raw -439554.996845 + Penalty 2779.142623 = -436775.854222
  nChanged 14
		SP:Iteration 25Q (18710.320000 sec): 3 clusters
  Score: Raw -439558.397467 + Penalty 2779.142623 = -436779.254844
  nChanged 12
		SP:Iteration 26Q (18710.510000 sec): 3 clusters
  Score: Raw -439560.351250 + Penalty 2779.142623 = -436781.208628
  nChanged 10
		SP:Iteration 27Q (18710.680000 sec): 3 clusters
  Score: Raw -439562.653911 + Penalty 2779.142623 = -436783.511289
  nChanged 8
		SP:Iteration 28Q (18710.880000 sec): 3 clusters
  Score: Raw -439564.114656 + Penalty 2779.142623 = -436784.972033
  nChanged 7
		SP:Iteration 29Q (18711.080000 sec): 3 clusters
  Score: Raw -439565.824834 + Penalty 2779.142623 = -436786.682211
  nChanged 8
		SP:Iteration 30Q (18711.280000 sec): 3 clusters
  Score: Raw -439567.349295 + Penalty 2779.142623 = -436788.206672
  nChanged 5
		SP:Iteration 31Q (18711.490000 sec): 3 clusters
  Score: Raw -439568.366688 + Penalty 2779.142623 = -436789.224065
  nChanged 8
		SP:Iteration 32Q (18711.690000 sec): 3 clusters
  Score: Raw -439569.604936 + Penalty 2779.142623 = -436790.462313
  nChanged 3
		SP:Iteration 33Q (18711.860000 sec): 3 clusters
  Score: Raw -439570.007230 + Penalty 2779.142623 = -436790.864607
  nChanged 2
		SP:Iteration 34Q (18712.100000 sec): 3 clusters
  Score: Raw -439570.095500 + Penalty 2779.142623 = -436790.952877
  nChanged 0
		SP:Iteration 35F (18712.270000 sec): 3 clusters
  Score: Raw -439570.095500 + Penalty 2779.142623 = -436790.952877
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 59 (17980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18712.460000 sec): 2 clusters
  Score: Raw -1546494.735627 + Penalty 1592.014988 = -1544902.720640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18712.740000 sec): 3 clusters
  Score: Raw -1535778.063622 + Penalty 3184.029975 = -1532594.033647
  nChanged 8033
		SP:Iteration 1F (18712.980000 sec): 3 clusters
  Score: Raw -1540181.173130 + Penalty 3184.029975 = -1536997.143155
  nChanged 966
		SP:Iteration 2F (18713.240000 sec): 3 clusters
  Score: Raw -1540563.270855 + Penalty 3184.029975 = -1537379.240880
  nChanged 911
		SP:Iteration 3F (18713.520000 sec): 3 clusters
  Score: Raw -1540986.198072 + Penalty 3184.029975 = -1537802.168097
  nChanged 987
		SP:Iteration 4F (18713.740000 sec): 3 clusters
  Score: Raw -1541459.988370 + Penalty 3184.029975 = -1538275.958394
  nChanged 1031
		SP:Iteration 5F (18714.000000 sec): 3 clusters
  Score: Raw -1542001.808182 + Penalty 3184.029975 = -1538817.778207
  nChanged 1083
		SP:Iteration 6F (18714.250000 sec): 3 clusters
  Score: Raw -1542615.356597 + Penalty 3184.029975 = -1539431.326621
  nChanged 1062
		SP:Iteration 7F (18714.560000 sec): 3 clusters
  Score: Raw -1543269.212144 + Penalty 3184.029975 = -1540085.182169
  nChanged 996
		SP:Iteration 8F (18714.810000 sec): 3 clusters
  Score: Raw -1543885.420119 + Penalty 3184.029975 = -1540701.390144
  nChanged 848
		SP:Iteration 9Q (18715.050000 sec): 3 clusters
  Score: Raw -1544448.186427 + Penalty 3184.029975 = -1541264.156452
  nChanged 727
		SP:Iteration 10Q (18715.300000 sec): 3 clusters
  Score: Raw -1544986.423416 + Penalty 3184.029975 = -1541802.393441
  nChanged 604
		SP:Iteration 11Q (18715.570000 sec): 3 clusters
  Score: Raw -1545457.756833 + Penalty 3184.029975 = -1542273.726858
  nChanged 468
		SP:Iteration 12Q (18715.810000 sec): 3 clusters
  Score: Raw -1545830.558937 + Penalty 3184.029975 = -1542646.528961
  nChanged 377
		SP:Iteration 13Q (18716.100000 sec): 3 clusters
  Score: Raw -1546123.413461 + Penalty 3184.029975 = -1542939.383486
  nChanged 244
		SP:Iteration 14Q (18716.360000 sec): 3 clusters
  Score: Raw -1546302.275314 + Penalty 3184.029975 = -1543118.245339
  nChanged 209
		SP:Iteration 15Q (18716.580000 sec): 3 clusters
  Score: Raw -1546432.327059 + Penalty 3184.029975 = -1543248.297084
  nChanged 158
		SP:Iteration 16Q (18716.860000 sec): 3 clusters
  Score: Raw -1546529.337227 + Penalty 3184.029975 = -1543345.307252
  nChanged 124
		SP:Iteration 17Q (18717.130000 sec): 3 clusters
  Score: Raw -1546592.886186 + Penalty 3184.029975 = -1543408.856211
  nChanged 79
		SP:Iteration 18Q (18717.370000 sec): 3 clusters
  Score: Raw -1546625.426293 + Penalty 3184.029975 = -1543441.396318
  nChanged 54
		SP:Iteration 19Q (18717.640000 sec): 3 clusters
  Score: Raw -1546645.337979 + Penalty 3184.029975 = -1543461.308004
  nChanged 40
		SP:Iteration 20F (18717.880000 sec): 3 clusters
  Score: Raw -1546659.316516 + Penalty 3184.029975 = -1543475.286541
  nChanged 46
		SP:Iteration 21Q (18718.170000 sec): 3 clusters
  Score: Raw -1546674.401746 + Penalty 3184.029975 = -1543490.371770
  nChanged 35
		SP:Iteration 22Q (18718.440000 sec): 3 clusters
  Score: Raw -1546683.670380 + Penalty 3184.029975 = -1543499.640405
  nChanged 30
		SP:Iteration 23Q (18718.660000 sec): 3 clusters
  Score: Raw -1546693.751681 + Penalty 3184.029975 = -1543509.721706
  nChanged 18
		SP:Iteration 24Q (18718.980000 sec): 3 clusters
  Score: Raw -1546698.401206 + Penalty 3184.029975 = -1543514.371231
  nChanged 11
		SP:Iteration 25Q (18719.260000 sec): 3 clusters
  Score: Raw -1546701.427724 + Penalty 3184.029975 = -1543517.397749
  nChanged 13
		SP:Iteration 26Q (18719.570000 sec): 3 clusters
  Score: Raw -1546707.839709 + Penalty 3184.029975 = -1543523.809733
  nChanged 21
		SP:Iteration 27Q (18719.850000 sec): 3 clusters
  Score: Raw -1546713.732037 + Penalty 3184.029975 = -1543529.702062
  nChanged 16
		SP:Iteration 28Q (18720.130000 sec): 3 clusters
  Score: Raw -1546719.052279 + Penalty 3184.029975 = -1543535.022304
  nChanged 13
		SP:Iteration 29Q (18720.420000 sec): 3 clusters
  Score: Raw -1546722.709872 + Penalty 3184.029975 = -1543538.679897
  nChanged 8
		SP:Iteration 30Q (18720.660000 sec): 3 clusters
  Score: Raw -1546725.203139 + Penalty 3184.029975 = -1543541.173164
  nChanged 6
		SP:Iteration 31Q (18720.900000 sec): 3 clusters
  Score: Raw -1546727.815336 + Penalty 3184.029975 = -1543543.785361
  nChanged 9
		SP:Iteration 32Q (18721.220000 sec): 3 clusters
  Score: Raw -1546731.484070 + Penalty 3184.029975 = -1543547.454095
  nChanged 12
		SP:Iteration 33Q (18721.540000 sec): 3 clusters
  Score: Raw -1546735.870260 + Penalty 3184.029975 = -1543551.840285
  nChanged 5
		SP:Iteration 34Q (18721.850000 sec): 3 clusters
  Score: Raw -1546736.928876 + Penalty 3184.029975 = -1543552.898900
  nChanged 5
		SP:Iteration 35Q (18722.150000 sec): 3 clusters
  Score: Raw -1546738.406430 + Penalty 3184.029975 = -1543554.376455
  nChanged 4
		SP:Iteration 36Q (18722.400000 sec): 3 clusters
  Score: Raw -1546739.661667 + Penalty 3184.029975 = -1543555.631692
  nChanged 1
		SP:Iteration 37Q (18722.680000 sec): 3 clusters
  Score: Raw -1546740.354285 + Penalty 3184.029975 = -1543556.324310
  nChanged 2
		SP:Iteration 38Q (18722.910000 sec): 3 clusters
  Score: Raw -1546741.233168 + Penalty 3184.029975 = -1543557.203192
  nChanged 4
		SP:Iteration 39Q (18723.200000 sec): 3 clusters
  Score: Raw -1546742.266084 + Penalty 3184.029975 = -1543558.236109
  nChanged 2
		SP:Iteration 40F (18723.450000 sec): 3 clusters
  Score: Raw -1546742.896323 + Penalty 3184.029975 = -1543558.866348
  nChanged 2
		SP:Iteration 41Q (18723.720000 sec): 3 clusters
  Score: Raw -1546743.168153 + Penalty 3184.029975 = -1543559.138177
  nChanged 0
		SP:Iteration 42F (18723.950000 sec): 3 clusters
  Score: Raw -1546743.168153 + Penalty 3184.029975 = -1543559.138177
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 60 (667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18724.070000 sec): 2 clusters
  Score: Raw -53165.856023 + Penalty 1056.703382 = -52109.152640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18724.290000 sec): 3 clusters
  Score: Raw -53025.717312 + Penalty 2113.406765 = -50912.310547
  nChanged 168
		SP:Iteration 1F (18724.440000 sec): 3 clusters
  Score: Raw -53251.383632 + Penalty 2113.406765 = -51137.976867
  nChanged 57
		SP:Iteration 2F (18724.620000 sec): 3 clusters
  Score: Raw -53352.014974 + Penalty 2113.406765 = -51238.608209
  nChanged 35
		SP:Iteration 3F (18724.800000 sec): 3 clusters
  Score: Raw -53450.846879 + Penalty 2113.406765 = -51337.440115
  nChanged 33
		SP:Iteration 4Q (18725.000000 sec): 3 clusters
  Score: Raw -53654.424701 + Penalty 2113.406765 = -51541.017936
  nChanged 39
		SP:Iteration 5F (18725.170000 sec): 3 clusters
  Score: Raw -53874.560595 + Penalty 2113.406765 = -51761.153830
  nChanged 34
		SP:Iteration 6F (18725.360000 sec): 3 clusters
  Score: Raw -53944.863607 + Penalty 2113.406765 = -51831.456842
  nChanged 21
		SP:Iteration 7Q (18725.510000 sec): 3 clusters
  Score: Raw -53977.491669 + Penalty 2113.406765 = -51864.084904
  nChanged 14
		SP:Iteration 8Q (18725.690000 sec): 3 clusters
  Score: Raw -54008.640478 + Penalty 2113.406765 = -51895.233713
  nChanged 16
		SP:Iteration 9Q (18725.890000 sec): 3 clusters
  Score: Raw -54039.926680 + Penalty 2113.406765 = -51926.519915
  nChanged 6
		SP:Iteration 10Q (18726.080000 sec): 3 clusters
  Score: Raw -54056.407971 + Penalty 2113.406765 = -51943.001206
  nChanged 5
		SP:Iteration 11Q (18726.230000 sec): 3 clusters
  Score: Raw -54072.634563 + Penalty 2113.406765 = -51959.227798
  nChanged 7
		SP:Iteration 12Q (18726.450000 sec): 3 clusters
  Score: Raw -54093.596143 + Penalty 2113.406765 = -51980.189378
  nChanged 2
		SP:Iteration 13Q (18726.670000 sec): 3 clusters
  Score: Raw -54096.470108 + Penalty 2113.406765 = -51983.063343
  nChanged 2
		SP:Iteration 14Q (18726.890000 sec): 3 clusters
  Score: Raw -54099.752931 + Penalty 2113.406765 = -51986.346166
  nChanged 1
		SP:Iteration 15Q (18727.090000 sec): 3 clusters
  Score: Raw -54101.489619 + Penalty 2113.406765 = -51988.082854
  nChanged 1
		SP:Iteration 16Q (18727.310000 sec): 3 clusters
  Score: Raw -54103.146061 + Penalty 2113.406765 = -51989.739296
  nChanged 1
		SP:Iteration 17Q (18727.500000 sec): 3 clusters
  Score: Raw -54106.261894 + Penalty 2113.406765 = -51992.855129
  nChanged 2
		SP:Iteration 18Q (18727.640000 sec): 3 clusters
  Score: Raw -54116.260358 + Penalty 2113.406765 = -52002.853593
  nChanged 3
		SP:Iteration 19Q (18727.830000 sec): 3 clusters
  Score: Raw -54129.941451 + Penalty 2113.406765 = -52016.534686
  nChanged 3
		SP:Iteration 20F (18728.070000 sec): 3 clusters
  Score: Raw -54137.305165 + Penalty 2113.406765 = -52023.898400
  nChanged 3
		SP:Iteration 21Q (18728.250000 sec): 3 clusters
  Score: Raw -54145.696591 + Penalty 2113.406765 = -52032.289826
  nChanged 3
		SP:Iteration 22Q (18728.400000 sec): 3 clusters
  Score: Raw -54152.179872 + Penalty 2113.406765 = -52038.773107
  nChanged 3
		SP:Iteration 23Q (18728.550000 sec): 3 clusters
  Score: Raw -54156.272616 + Penalty 2113.406765 = -52042.865851
  nChanged 0
		SP:Iteration 24F (18728.750000 sec): 3 clusters
  Score: Raw -54156.272616 + Penalty 2113.406765 = -52042.865851
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 61 (11465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18728.920000 sec): 2 clusters
  Score: Raw -943953.087432 + Penalty 1518.896307 = -942434.191125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18729.160000 sec): 3 clusters
  Score: Raw -937407.292393 + Penalty 3037.792613 = -934369.499780
  nChanged 5006
		SP:Iteration 1F (18729.390000 sec): 3 clusters
  Score: Raw -940142.861391 + Penalty 3037.792613 = -937105.068778
  nChanged 759
		SP:Iteration 2F (18729.640000 sec): 3 clusters
  Score: Raw -940526.676892 + Penalty 3037.792613 = -937488.884279
  nChanged 703
		SP:Iteration 3F (18729.860000 sec): 3 clusters
  Score: Raw -940951.152792 + Penalty 3037.792613 = -937913.360178
  nChanged 698
		SP:Iteration 4F (18730.140000 sec): 3 clusters
  Score: Raw -941421.663550 + Penalty 3037.792613 = -938383.870936
  nChanged 707
		SP:Iteration 5F (18730.450000 sec): 3 clusters
  Score: Raw -941907.573113 + Penalty 3037.792613 = -938869.780499
  nChanged 663
		SP:Iteration 6F (18730.710000 sec): 3 clusters
  Score: Raw -942368.004411 + Penalty 3037.792613 = -939330.211798
  nChanged 577
		SP:Iteration 7F (18730.960000 sec): 3 clusters
  Score: Raw -942769.041205 + Penalty 3037.792613 = -939731.248591
  nChanged 475
		SP:Iteration 8Q (18731.220000 sec): 3 clusters
  Score: Raw -943148.107767 + Penalty 3037.792613 = -940110.315154
  nChanged 406
		SP:Iteration 9Q (18731.520000 sec): 3 clusters
  Score: Raw -943481.803701 + Penalty 3037.792613 = -940444.011088
  nChanged 294
		SP:Iteration 10Q (18731.730000 sec): 3 clusters
  Score: Raw -943746.591377 + Penalty 3037.792613 = -940708.798763
  nChanged 213
		SP:Iteration 11Q (18732.000000 sec): 3 clusters
  Score: Raw -943944.595651 + Penalty 3037.792613 = -940906.803037
  nChanged 154
		SP:Iteration 12Q (18732.220000 sec): 3 clusters
  Score: Raw -944087.157935 + Penalty 3037.792613 = -941049.365321
  nChanged 106
		SP:Iteration 13Q (18732.470000 sec): 3 clusters
  Score: Raw -944167.212061 + Penalty 3037.792613 = -941129.419447
  nChanged 80
		SP:Iteration 14Q (18732.720000 sec): 3 clusters
  Score: Raw -944224.018517 + Penalty 3037.792613 = -941186.225904
  nChanged 66
		SP:Iteration 15Q (18732.960000 sec): 3 clusters
  Score: Raw -944268.454300 + Penalty 3037.792613 = -941230.661686
  nChanged 52
		SP:Iteration 16Q (18733.200000 sec): 3 clusters
  Score: Raw -944312.005679 + Penalty 3037.792613 = -941274.213066
  nChanged 60
		SP:Iteration 17Q (18733.390000 sec): 3 clusters
  Score: Raw -944362.802930 + Penalty 3037.792613 = -941325.010316
  nChanged 40
		SP:Iteration 18Q (18733.610000 sec): 3 clusters
  Score: Raw -944391.575554 + Penalty 3037.792613 = -941353.782940
  nChanged 35
		SP:Iteration 19Q (18733.840000 sec): 3 clusters
  Score: Raw -944417.099123 + Penalty 3037.792613 = -941379.306510
  nChanged 28
		SP:Iteration 20F (18734.110000 sec): 3 clusters
  Score: Raw -944437.271779 + Penalty 3037.792613 = -941399.479165
  nChanged 24
		SP:Iteration 21Q (18734.320000 sec): 3 clusters
  Score: Raw -944449.492124 + Penalty 3037.792613 = -941411.699510
  nChanged 19
		SP:Iteration 22Q (18734.540000 sec): 3 clusters
  Score: Raw -944460.019896 + Penalty 3037.792613 = -941422.227283
  nChanged 16
		SP:Iteration 23Q (18734.700000 sec): 3 clusters
  Score: Raw -944468.431944 + Penalty 3037.792613 = -941430.639330
  nChanged 10
		SP:Iteration 24Q (18734.960000 sec): 3 clusters
  Score: Raw -944471.642670 + Penalty 3037.792613 = -941433.850056
  nChanged 7
		SP:Iteration 25Q (18735.160000 sec): 3 clusters
  Score: Raw -944474.416634 + Penalty 3037.792613 = -941436.624020
  nChanged 11
		SP:Iteration 26Q (18735.430000 sec): 3 clusters
  Score: Raw -944478.217935 + Penalty 3037.792613 = -941440.425322
  nChanged 3
		SP:Iteration 27Q (18735.740000 sec): 3 clusters
  Score: Raw -944479.609721 + Penalty 3037.792613 = -941441.817107
  nChanged 4
		SP:Iteration 28Q (18735.980000 sec): 3 clusters
  Score: Raw -944481.405132 + Penalty 3037.792613 = -941443.612518
  nChanged 3
		SP:Iteration 29Q (18736.160000 sec): 3 clusters
  Score: Raw -944482.603688 + Penalty 3037.792613 = -941444.811075
  nChanged 3
		SP:Iteration 30Q (18736.430000 sec): 3 clusters
  Score: Raw -944484.746187 + Penalty 3037.792613 = -941446.953573
  nChanged 7
		SP:Iteration 31Q (18736.660000 sec): 3 clusters
  Score: Raw -944487.389564 + Penalty 3037.792613 = -941449.596951
  nChanged 2
		SP:Iteration 32Q (18736.900000 sec): 3 clusters
  Score: Raw -944488.051149 + Penalty 3037.792613 = -941450.258536
  nChanged 2
		SP:Iteration 33Q (18737.170000 sec): 3 clusters
  Score: Raw -944488.837335 + Penalty 3037.792613 = -941451.044721
  nChanged 3
		SP:Iteration 34Q (18737.360000 sec): 3 clusters
  Score: Raw -944489.794340 + Penalty 3037.792613 = -941452.001726
  nChanged 2
		SP:Iteration 35Q (18737.600000 sec): 3 clusters
  Score: Raw -944490.507936 + Penalty 3037.792613 = -941452.715323
  nChanged 0
		SP:Iteration 36F (18737.890000 sec): 3 clusters
  Score: Raw -944490.507936 + Penalty 3037.792613 = -941452.715323
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 62 (19815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18738.090000 sec): 2 clusters
  Score: Raw -1891888.876774 + Penalty 1607.806607 = -1890281.070167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18738.320000 sec): 3 clusters
  Score: Raw -1879989.789383 + Penalty 3215.613214 = -1876774.176169
  nChanged 8886
		SP:Iteration 1F (18738.590000 sec): 3 clusters
  Score: Raw -1884675.103296 + Penalty 3215.613214 = -1881459.490082
  nChanged 922
		SP:Iteration 2Q (18738.910000 sec): 3 clusters
  Score: Raw -1884935.083125 + Penalty 3215.613214 = -1881719.469911
  nChanged 774
		SP:Iteration 3Q (18739.210000 sec): 3 clusters
  Score: Raw -1885147.649724 + Penalty 3215.613214 = -1881932.036510
  nChanged 673
		SP:Iteration 4Q (18739.530000 sec): 3 clusters
  Score: Raw -1885310.429129 + Penalty 3215.613214 = -1882094.815915
  nChanged 535
		SP:Iteration 5Q (18739.790000 sec): 3 clusters
  Score: Raw -1885423.957974 + Penalty 3215.613214 = -1882208.344760
  nChanged 478
		SP:Iteration 6Q (18740.060000 sec): 3 clusters
  Score: Raw -1885521.365097 + Penalty 3215.613214 = -1882305.751883
  nChanged 426
		SP:Iteration 7Q (18740.370000 sec): 3 clusters
  Score: Raw -1885612.881148 + Penalty 3215.613214 = -1882397.267934
  nChanged 422
		SP:Iteration 8Q (18740.610000 sec): 3 clusters
  Score: Raw -1885701.555110 + Penalty 3215.613214 = -1882485.941896
  nChanged 451
		SP:Iteration 9Q (18740.900000 sec): 3 clusters
  Score: Raw -1885815.865425 + Penalty 3215.613214 = -1882600.252211
  nChanged 487
		SP:Iteration 10Q (18741.160000 sec): 3 clusters
  Score: Raw -1885961.354944 + Penalty 3215.613214 = -1882745.741730
  nChanged 566
		SP:Iteration 11Q (18741.440000 sec): 3 clusters
  Score: Raw -1886161.035614 + Penalty 3215.613214 = -1882945.422400
  nChanged 737
		SP:Iteration 12Q (18741.730000 sec): 3 clusters
  Score: Raw -1886495.734604 + Penalty 3215.613214 = -1883280.121389
  nChanged 963
		SP:Iteration 13Q (18742.020000 sec): 3 clusters
  Score: Raw -1887097.149368 + Penalty 3215.613214 = -1883881.536154
  nChanged 1200
		SP:Iteration 14F (18742.270000 sec): 3 clusters
  Score: Raw -1888008.072035 + Penalty 3215.613214 = -1884792.458821
  nChanged 1280
		SP:Iteration 15F (18742.530000 sec): 3 clusters
  Score: Raw -1889114.586925 + Penalty 3215.613214 = -1885898.973711
  nChanged 1135
		SP:Iteration 16F (18742.820000 sec): 3 clusters
  Score: Raw -1890161.745335 + Penalty 3215.613214 = -1886946.132120
  nChanged 815
		SP:Iteration 17Q (18743.070000 sec): 3 clusters
  Score: Raw -1890911.479843 + Penalty 3215.613214 = -1887695.866629
  nChanged 536
		SP:Iteration 18Q (18743.360000 sec): 3 clusters
  Score: Raw -1891429.285075 + Penalty 3215.613214 = -1888213.671861
  nChanged 298
		SP:Iteration 19Q (18743.590000 sec): 3 clusters
  Score: Raw -1891730.807291 + Penalty 3215.613214 = -1888515.194077
  nChanged 139
		SP:Iteration 20F (18743.870000 sec): 3 clusters
  Score: Raw -1891875.183854 + Penalty 3215.613214 = -1888659.570639
  nChanged 54
		SP:Iteration 21Q (18744.140000 sec): 3 clusters
  Score: Raw -1891934.803298 + Penalty 3215.613214 = -1888719.190083
  nChanged 31
		SP:Iteration 22Q (18744.390000 sec): 3 clusters
  Score: Raw -1891973.678021 + Penalty 3215.613214 = -1888758.064807
  nChanged 18
		SP:Iteration 23Q (18744.670000 sec): 3 clusters
  Score: Raw -1892001.431090 + Penalty 3215.613214 = -1888785.817875
  nChanged 13
		SP:Iteration 24Q (18744.920000 sec): 3 clusters
  Score: Raw -1892014.323873 + Penalty 3215.613214 = -1888798.710658
  nChanged 6
		SP:Iteration 25Q (18745.170000 sec): 3 clusters
  Score: Raw -1892019.583400 + Penalty 3215.613214 = -1888803.970185
  nChanged 9
		SP:Iteration 26Q (18745.420000 sec): 3 clusters
  Score: Raw -1892027.453146 + Penalty 3215.613214 = -1888811.839932
  nChanged 5
		SP:Iteration 27Q (18745.690000 sec): 3 clusters
  Score: Raw -1892033.736370 + Penalty 3215.613214 = -1888818.123155
  nChanged 6
		SP:Iteration 28Q (18745.920000 sec): 3 clusters
  Score: Raw -1892043.188387 + Penalty 3215.613214 = -1888827.575173
  nChanged 4
		SP:Iteration 29Q (18746.180000 sec): 3 clusters
  Score: Raw -1892048.523293 + Penalty 3215.613214 = -1888832.910078
  nChanged 3
		SP:Iteration 30Q (18746.380000 sec): 3 clusters
  Score: Raw -1892054.485010 + Penalty 3215.613214 = -1888838.871796
  nChanged 0
		SP:Iteration 31F (18746.600000 sec): 3 clusters
  Score: Raw -1892054.485010 + Penalty 3215.613214 = -1888838.871796
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 63 (1107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18746.740000 sec): 2 clusters
  Score: Raw -78794.261572 + Penalty 1139.028952 = -77655.232621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18746.900000 sec): 3 clusters
  Score: Raw -78491.860631 + Penalty 2278.057903 = -76213.802728
  nChanged 335
		SP:Iteration 1F (18747.090000 sec): 3 clusters
  Score: Raw -79009.547754 + Penalty 2278.057903 = -76731.489851
  nChanged 125
		SP:Iteration 2F (18747.250000 sec): 3 clusters
  Score: Raw -79232.206366 + Penalty 2278.057903 = -76954.148463
  nChanged 77
		SP:Iteration 3F (18747.460000 sec): 3 clusters
  Score: Raw -79372.075921 + Penalty 2278.057903 = -77094.018018
  nChanged 39
		SP:Iteration 4Q (18747.600000 sec): 3 clusters
  Score: Raw -79452.960890 + Penalty 2278.057903 = -77174.902987
  nChanged 33
		SP:Iteration 5Q (18747.760000 sec): 3 clusters
  Score: Raw -79517.828728 + Penalty 2278.057903 = -77239.770825
  nChanged 27
		SP:Iteration 6Q (18747.940000 sec): 3 clusters
  Score: Raw -79567.431367 + Penalty 2278.057903 = -77289.373464
  nChanged 19
		SP:Iteration 7Q (18748.130000 sec): 3 clusters
  Score: Raw -79600.979222 + Penalty 2278.057903 = -77322.921319
  nChanged 16
		SP:Iteration 8Q (18748.290000 sec): 3 clusters
  Score: Raw -79623.664098 + Penalty 2278.057903 = -77345.606195
  nChanged 10
		SP:Iteration 9Q (18748.490000 sec): 3 clusters
  Score: Raw -79638.733284 + Penalty 2278.057903 = -77360.675381
  nChanged 5
		SP:Iteration 10Q (18748.660000 sec): 3 clusters
  Score: Raw -79649.199386 + Penalty 2278.057903 = -77371.141483
  nChanged 3
		SP:Iteration 11Q (18748.830000 sec): 3 clusters
  Score: Raw -79652.613093 + Penalty 2278.057903 = -77374.555190
  nChanged 0
		SP:Iteration 12F (18748.970000 sec): 3 clusters
  Score: Raw -79652.613093 + Penalty 2278.057903 = -77374.555190
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 64 (429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18749.100000 sec): 2 clusters
  Score: Raw -36671.700292 + Penalty 984.986749 = -35686.713543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18749.240000 sec): 3 clusters
  Score: Raw -36631.672341 + Penalty 1969.973499 = -34661.698843
  nChanged 85
		SP:Iteration 1F (18749.410000 sec): 3 clusters
  Score: Raw -36771.413808 + Penalty 1969.973499 = -34801.440309
  nChanged 26
		SP:Iteration 2F (18749.580000 sec): 3 clusters
  Score: Raw -36832.576225 + Penalty 1969.973499 = -34862.602727
  nChanged 21
		SP:Iteration 3Q (18749.760000 sec): 3 clusters
  Score: Raw -36877.942127 + Penalty 1969.973499 = -34907.968628
  nChanged 10
		SP:Iteration 4Q (18749.950000 sec): 3 clusters
  Score: Raw -36893.089796 + Penalty 1969.973499 = -34923.116298
  nChanged 5
		SP:Iteration 5Q (18750.120000 sec): 3 clusters
  Score: Raw -36907.528072 + Penalty 1969.973499 = -34937.554574
  nChanged 11
		SP:Iteration 6Q (18750.310000 sec): 3 clusters
  Score: Raw -36931.783278 + Penalty 1969.973499 = -34961.809779
  nChanged 6
		SP:Iteration 7Q (18750.470000 sec): 3 clusters
  Score: Raw -36955.423430 + Penalty 1969.973499 = -34985.449932
  nChanged 8
		SP:Iteration 8Q (18750.680000 sec): 3 clusters
  Score: Raw -36987.169834 + Penalty 1969.973499 = -35017.196335
  nChanged 9
		SP:Iteration 9Q (18750.850000 sec): 3 clusters
  Score: Raw -37022.768881 + Penalty 1969.973499 = -35052.795382
  nChanged 10
		SP:Iteration 10Q (18751.070000 sec): 3 clusters
  Score: Raw -37086.598428 + Penalty 1969.973499 = -35116.624930
  nChanged 11
		SP:Iteration 11Q (18751.230000 sec): 3 clusters
  Score: Raw -37217.004183 + Penalty 1969.973499 = -35247.030684
  nChanged 9
		SP:Iteration 12Q (18751.440000 sec): 3 clusters
  Score: Raw -37465.545447 + Penalty 1969.973499 = -35495.571948
  nChanged 10
		SP:Iteration 13Q (18751.590000 sec): 3 clusters
  Score: Raw -37498.049636 + Penalty 1969.973499 = -35528.076138
  nChanged 5
		SP:Iteration 14Q (18751.810000 sec): 3 clusters
  Score: Raw -37506.110159 + Penalty 1969.973499 = -35536.136660
  nChanged 3
		SP:Iteration 15Q (18752.010000 sec): 3 clusters
  Score: Raw -37512.264020 + Penalty 1969.973499 = -35542.290521
  nChanged 1
		SP:Iteration 16Q (18752.170000 sec): 3 clusters
  Score: Raw -37515.290466 + Penalty 1969.973499 = -35545.316967
  nChanged 1
		SP:Iteration 17Q (18752.370000 sec): 3 clusters
  Score: Raw -37516.518493 + Penalty 1969.973499 = -35546.544994
  nChanged 0
		SP:Iteration 18F (18752.530000 sec): 3 clusters
  Score: Raw -37516.518493 + Penalty 1969.973499 = -35546.544994
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 65 (1595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18752.640000 sec): 2 clusters
  Score: Raw -132488.967018 + Penalty 1198.377215 = -131290.589803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18752.820000 sec): 3 clusters
  Score: Raw -131889.824933 + Penalty 2396.754430 = -129493.070503
  nChanged 526
		SP:Iteration 1F (18753.000000 sec): 3 clusters
  Score: Raw -132257.344928 + Penalty 2396.754430 = -129860.590498
  nChanged 121
		SP:Iteration 2F (18753.250000 sec): 3 clusters
  Score: Raw -132337.568774 + Penalty 2396.754430 = -129940.814344
  nChanged 75
		SP:Iteration 3Q (18753.440000 sec): 3 clusters
  Score: Raw -132388.934269 + Penalty 2396.754430 = -129992.179839
  nChanged 41
		SP:Iteration 4Q (18753.650000 sec): 3 clusters
  Score: Raw -132417.234804 + Penalty 2396.754430 = -130020.480374
  nChanged 44
		SP:Iteration 5Q (18753.830000 sec): 3 clusters
  Score: Raw -132449.636844 + Penalty 2396.754430 = -130052.882414
  nChanged 39
		SP:Iteration 6Q (18753.970000 sec): 3 clusters
  Score: Raw -132476.890947 + Penalty 2396.754430 = -130080.136517
  nChanged 28
		SP:Iteration 7Q (18754.180000 sec): 3 clusters
  Score: Raw -132493.456123 + Penalty 2396.754430 = -130096.701693
  nChanged 24
		SP:Iteration 8Q (18754.340000 sec): 3 clusters
  Score: Raw -132509.829039 + Penalty 2396.754430 = -130113.074609
  nChanged 27
		SP:Iteration 9Q (18754.530000 sec): 3 clusters
  Score: Raw -132527.097297 + Penalty 2396.754430 = -130130.342867
  nChanged 26
		SP:Iteration 10Q (18754.730000 sec): 3 clusters
  Score: Raw -132542.012898 + Penalty 2396.754430 = -130145.258468
  nChanged 22
		SP:Iteration 11Q (18754.900000 sec): 3 clusters
  Score: Raw -132555.992762 + Penalty 2396.754430 = -130159.238332
  nChanged 28
		SP:Iteration 12Q (18755.110000 sec): 3 clusters
  Score: Raw -132573.541487 + Penalty 2396.754430 = -130176.787057
  nChanged 15
		SP:Iteration 13Q (18755.270000 sec): 3 clusters
  Score: Raw -132581.770951 + Penalty 2396.754430 = -130185.016521
  nChanged 11
		SP:Iteration 14Q (18755.460000 sec): 3 clusters
  Score: Raw -132587.649389 + Penalty 2396.754430 = -130190.894959
  nChanged 14
		SP:Iteration 15Q (18755.660000 sec): 3 clusters
  Score: Raw -132597.033242 + Penalty 2396.754430 = -130200.278812
  nChanged 12
		SP:Iteration 16Q (18755.840000 sec): 3 clusters
  Score: Raw -132604.919035 + Penalty 2396.754430 = -130208.164605
  nChanged 13
		SP:Iteration 17Q (18756.040000 sec): 3 clusters
  Score: Raw -132610.676834 + Penalty 2396.754430 = -130213.922404
  nChanged 11
		SP:Iteration 18Q (18756.230000 sec): 3 clusters
  Score: Raw -132616.502089 + Penalty 2396.754430 = -130219.747659
  nChanged 12
		SP:Iteration 19Q (18756.450000 sec): 3 clusters
  Score: Raw -132622.949586 + Penalty 2396.754430 = -130226.195156
  nChanged 9
		SP:Iteration 20F (18756.660000 sec): 3 clusters
  Score: Raw -132627.796848 + Penalty 2396.754430 = -130231.042418
  nChanged 8
		SP:Iteration 21Q (18756.790000 sec): 3 clusters
  Score: Raw -132633.090166 + Penalty 2396.754430 = -130236.335736
  nChanged 10
		SP:Iteration 22Q (18756.990000 sec): 3 clusters
  Score: Raw -132639.093787 + Penalty 2396.754430 = -130242.339357
  nChanged 9
		SP:Iteration 23Q (18757.160000 sec): 3 clusters
  Score: Raw -132645.590383 + Penalty 2396.754430 = -130248.835953
  nChanged 9
		SP:Iteration 24Q (18757.380000 sec): 3 clusters
  Score: Raw -132650.903478 + Penalty 2396.754430 = -130254.149048
  nChanged 8
		SP:Iteration 25Q (18757.570000 sec): 3 clusters
  Score: Raw -132656.984036 + Penalty 2396.754430 = -130260.229606
  nChanged 11
		SP:Iteration 26Q (18757.730000 sec): 3 clusters
  Score: Raw -132664.309870 + Penalty 2396.754430 = -130267.555440
  nChanged 7
		SP:Iteration 27Q (18757.900000 sec): 3 clusters
  Score: Raw -132668.086141 + Penalty 2396.754430 = -130271.331711
  nChanged 5
		SP:Iteration 28Q (18758.100000 sec): 3 clusters
  Score: Raw -132669.876553 + Penalty 2396.754430 = -130273.122123
  nChanged 3
		SP:Iteration 29Q (18758.290000 sec): 3 clusters
  Score: Raw -132671.178715 + Penalty 2396.754430 = -130274.424285
  nChanged 4
		SP:Iteration 30Q (18758.470000 sec): 3 clusters
  Score: Raw -132675.029333 + Penalty 2396.754430 = -130278.274903
  nChanged 3
		SP:Iteration 31Q (18758.620000 sec): 3 clusters
  Score: Raw -132677.502865 + Penalty 2396.754430 = -130280.748435
  nChanged 8
		SP:Iteration 32Q (18758.770000 sec): 3 clusters
  Score: Raw -132682.854027 + Penalty 2396.754430 = -130286.099597
  nChanged 4
		SP:Iteration 33Q (18758.950000 sec): 3 clusters
  Score: Raw -132685.067284 + Penalty 2396.754430 = -130288.312854
  nChanged 2
		SP:Iteration 34Q (18759.090000 sec): 3 clusters
  Score: Raw -132686.087533 + Penalty 2396.754430 = -130289.333103
  nChanged 1
		SP:Iteration 35Q (18759.280000 sec): 3 clusters
  Score: Raw -132686.339562 + Penalty 2396.754430 = -130289.585132
  nChanged 0
		SP:Iteration 36F (18759.470000 sec): 3 clusters
  Score: Raw -132686.339562 + Penalty 2396.754430 = -130289.585132
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 66 (1041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18759.560000 sec): 2 clusters
  Score: Raw -82079.917946 + Penalty 1129.039774 = -80950.878172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18759.790000 sec): 3 clusters
  Score: Raw -81730.208704 + Penalty 2258.079547 = -79472.129157
  nChanged 309
		SP:Iteration 1F (18759.940000 sec): 3 clusters
  Score: Raw -82085.766971 + Penalty 2258.079547 = -79827.687424
  nChanged 106
		SP:Iteration 2F (18760.110000 sec): 3 clusters
  Score: Raw -82270.773923 + Penalty 2258.079547 = -80012.694376
  nChanged 77
		SP:Iteration 3F (18760.310000 sec): 3 clusters
  Score: Raw -82452.094787 + Penalty 2258.079547 = -80194.015240
  nChanged 77
		SP:Iteration 4F (18760.500000 sec): 3 clusters
  Score: Raw -82664.241533 + Penalty 2258.079547 = -80406.161986
  nChanged 60
		SP:Iteration 5F (18760.630000 sec): 3 clusters
  Score: Raw -82822.242257 + Penalty 2258.079547 = -80564.162710
  nChanged 52
		SP:Iteration 6Q (18760.830000 sec): 3 clusters
  Score: Raw -82990.400371 + Penalty 2258.079547 = -80732.320824
  nChanged 37
		SP:Iteration 7Q (18761.040000 sec): 3 clusters
  Score: Raw -83112.687448 + Penalty 2258.079547 = -80854.607900
  nChanged 16
		SP:Iteration 8Q (18761.220000 sec): 3 clusters
  Score: Raw -83133.173834 + Penalty 2258.079547 = -80875.094286
  nChanged 8
		SP:Iteration 9Q (18761.410000 sec): 3 clusters
  Score: Raw -83145.010808 + Penalty 2258.079547 = -80886.931261
  nChanged 7
		SP:Iteration 10Q (18761.560000 sec): 3 clusters
  Score: Raw -83154.927492 + Penalty 2258.079547 = -80896.847945
  nChanged 6
		SP:Iteration 11Q (18761.750000 sec): 3 clusters
  Score: Raw -83162.433932 + Penalty 2258.079547 = -80904.354385
  nChanged 7
		SP:Iteration 12Q (18761.860000 sec): 3 clusters
  Score: Raw -83184.691053 + Penalty 2258.079547 = -80926.611505
  nChanged 11
		SP:Iteration 13Q (18762.010000 sec): 3 clusters
  Score: Raw -83240.308477 + Penalty 2258.079547 = -80982.228930
  nChanged 22
		SP:Iteration 14Q (18762.270000 sec): 3 clusters
  Score: Raw -83413.474151 + Penalty 2258.079547 = -81155.394604
  nChanged 13
		SP:Iteration 15Q (18762.450000 sec): 3 clusters
  Score: Raw -83462.924834 + Penalty 2258.079547 = -81204.845287
  nChanged 0
		SP:Iteration 16F (18762.640000 sec): 3 clusters
  Score: Raw -83462.924834 + Penalty 2258.079547 = -81204.845287
  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 10.68 GB.

 Trying to split cluster 67 (2714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18762.770000 sec): 2 clusters
  Score: Raw -222667.377304 + Penalty 1284.754062 = -221382.623243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18763.000000 sec): 3 clusters
  Score: Raw -221446.497794 + Penalty 2569.508123 = -218876.989671
  nChanged 1004
		SP:Iteration 1F (18763.210000 sec): 3 clusters
  Score: Raw -222079.928188 + Penalty 2569.508123 = -219510.420065
  nChanged 218
		SP:Iteration 2F (18763.440000 sec): 3 clusters
  Score: Raw -222242.880182 + Penalty 2569.508123 = -219673.372059
  nChanged 144
		SP:Iteration 3F (18763.650000 sec): 3 clusters
  Score: Raw -222357.929009 + Penalty 2569.508123 = -219788.420886
  nChanged 134
		SP:Iteration 4Q (18763.820000 sec): 3 clusters
  Score: Raw -222467.530839 + Penalty 2569.508123 = -219898.022716
  nChanged 122
		SP:Iteration 5Q (18764.040000 sec): 3 clusters
  Score: Raw -222563.283711 + Penalty 2569.508123 = -219993.775588
  nChanged 114
		SP:Iteration 6Q (18764.230000 sec): 3 clusters
  Score: Raw -222649.706328 + Penalty 2569.508123 = -220080.198205
  nChanged 100
		SP:Iteration 7Q (18764.420000 sec): 3 clusters
  Score: Raw -222726.938085 + Penalty 2569.508123 = -220157.429962
  nChanged 81
		SP:Iteration 8Q (18764.610000 sec): 3 clusters
  Score: Raw -222787.120979 + Penalty 2569.508123 = -220217.612856
  nChanged 83
		SP:Iteration 9Q (18764.850000 sec): 3 clusters
  Score: Raw -222855.143029 + Penalty 2569.508123 = -220285.634906
  nChanged 82
		SP:Iteration 10Q (18765.010000 sec): 3 clusters
  Score: Raw -222918.258879 + Penalty 2569.508123 = -220348.750756
  nChanged 71
		SP:Iteration 11Q (18765.180000 sec): 3 clusters
  Score: Raw -222976.176112 + Penalty 2569.508123 = -220406.667989
  nChanged 55
		SP:Iteration 12Q (18765.380000 sec): 3 clusters
  Score: Raw -223022.628967 + Penalty 2569.508123 = -220453.120844
  nChanged 53
		SP:Iteration 13Q (18765.570000 sec): 3 clusters
  Score: Raw -223075.432693 + Penalty 2569.508123 = -220505.924570
  nChanged 59
		SP:Iteration 14Q (18765.740000 sec): 3 clusters
  Score: Raw -223127.264784 + Penalty 2569.508123 = -220557.756661
  nChanged 39
		SP:Iteration 15Q (18765.910000 sec): 3 clusters
  Score: Raw -223151.653281 + Penalty 2569.508123 = -220582.145158
  nChanged 25
		SP:Iteration 16Q (18766.110000 sec): 3 clusters
  Score: Raw -223169.638770 + Penalty 2569.508123 = -220600.130647
  nChanged 20
		SP:Iteration 17Q (18766.380000 sec): 3 clusters
  Score: Raw -223187.981600 + Penalty 2569.508123 = -220618.473476
  nChanged 23
		SP:Iteration 18Q (18766.610000 sec): 3 clusters
  Score: Raw -223208.101673 + Penalty 2569.508123 = -220638.593550
  nChanged 17
		SP:Iteration 19Q (18766.800000 sec): 3 clusters
  Score: Raw -223219.392410 + Penalty 2569.508123 = -220649.884287
  nChanged 19
		SP:Iteration 20F (18767.000000 sec): 3 clusters
  Score: Raw -223235.490706 + Penalty 2569.508123 = -220665.982583
  nChanged 18
		SP:Iteration 21Q (18767.200000 sec): 3 clusters
  Score: Raw -223250.899775 + Penalty 2569.508123 = -220681.391651
  nChanged 18
		SP:Iteration 22Q (18767.410000 sec): 3 clusters
  Score: Raw -223269.341965 + Penalty 2569.508123 = -220699.833842
  nChanged 20
		SP:Iteration 23Q (18767.600000 sec): 3 clusters
  Score: Raw -223286.041419 + Penalty 2569.508123 = -220716.533296
  nChanged 15
		SP:Iteration 24Q (18767.770000 sec): 3 clusters
  Score: Raw -223294.387522 + Penalty 2569.508123 = -220724.879399
  nChanged 7
		SP:Iteration 25Q (18767.930000 sec): 3 clusters
  Score: Raw -223297.954410 + Penalty 2569.508123 = -220728.446287
  nChanged 4
		SP:Iteration 26Q (18768.130000 sec): 3 clusters
  Score: Raw -223299.251639 + Penalty 2569.508123 = -220729.743516
  nChanged 2
		SP:Iteration 27Q (18768.310000 sec): 3 clusters
  Score: Raw -223300.385852 + Penalty 2569.508123 = -220730.877729
  nChanged 0
		SP:Iteration 28F (18768.480000 sec): 3 clusters
  Score: Raw -223300.385852 + Penalty 2569.508123 = -220730.877729
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 68 (5503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18768.640000 sec): 2 clusters
  Score: Raw -456266.211535 + Penalty 1399.620410 = -454866.591125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18768.840000 sec): 3 clusters
  Score: Raw -453422.678275 + Penalty 2799.240820 = -450623.437455
  nChanged 2181
		SP:Iteration 1F (18769.070000 sec): 3 clusters
  Score: Raw -454855.857797 + Penalty 2799.240820 = -452056.616977
  nChanged 504
		SP:Iteration 2F (18769.340000 sec): 3 clusters
  Score: Raw -455379.378831 + Penalty 2799.240820 = -452580.138011
  nChanged 438
		SP:Iteration 3F (18769.500000 sec): 3 clusters
  Score: Raw -455735.934709 + Penalty 2799.240820 = -452936.693889
  nChanged 362
		SP:Iteration 4F (18769.740000 sec): 3 clusters
  Score: Raw -456004.934203 + Penalty 2799.240820 = -453205.693383
  nChanged 308
		SP:Iteration 5F (18769.990000 sec): 3 clusters
  Score: Raw -456243.410660 + Penalty 2799.240820 = -453444.169840
  nChanged 269
		SP:Iteration 6Q (18770.210000 sec): 3 clusters
  Score: Raw -456452.637529 + Penalty 2799.240820 = -453653.396709
  nChanged 234
		SP:Iteration 7Q (18770.440000 sec): 3 clusters
  Score: Raw -456634.577184 + Penalty 2799.240820 = -453835.336364
  nChanged 189
		SP:Iteration 8Q (18770.660000 sec): 3 clusters
  Score: Raw -456780.635202 + Penalty 2799.240820 = -453981.394382
  nChanged 129
		SP:Iteration 9Q (18770.880000 sec): 3 clusters
  Score: Raw -456875.072637 + Penalty 2799.240820 = -454075.831817
  nChanged 88
		SP:Iteration 10Q (18771.050000 sec): 3 clusters
  Score: Raw -456939.724603 + Penalty 2799.240820 = -454140.483783
  nChanged 66
		SP:Iteration 11Q (18771.270000 sec): 3 clusters
  Score: Raw -456991.391171 + Penalty 2799.240820 = -454192.150351
  nChanged 46
		SP:Iteration 12Q (18771.470000 sec): 3 clusters
  Score: Raw -457027.339169 + Penalty 2799.240820 = -454228.098349
  nChanged 50
		SP:Iteration 13Q (18771.690000 sec): 3 clusters
  Score: Raw -457084.179058 + Penalty 2799.240820 = -454284.938238
  nChanged 52
		SP:Iteration 14Q (18771.870000 sec): 3 clusters
  Score: Raw -457136.555920 + Penalty 2799.240820 = -454337.315100
  nChanged 42
		SP:Iteration 15Q (18772.160000 sec): 3 clusters
  Score: Raw -457184.380324 + Penalty 2799.240820 = -454385.139504
  nChanged 32
		SP:Iteration 16Q (18772.340000 sec): 3 clusters
  Score: Raw -457214.895585 + Penalty 2799.240820 = -454415.654765
  nChanged 19
		SP:Iteration 17Q (18772.560000 sec): 3 clusters
  Score: Raw -457231.055055 + Penalty 2799.240820 = -454431.814235
  nChanged 15
		SP:Iteration 18Q (18772.770000 sec): 3 clusters
  Score: Raw -457240.324223 + Penalty 2799.240820 = -454441.083403
  nChanged 18
		SP:Iteration 19Q (18772.940000 sec): 3 clusters
  Score: Raw -457255.668999 + Penalty 2799.240820 = -454456.428179
  nChanged 13
		SP:Iteration 20F (18773.170000 sec): 3 clusters
  Score: Raw -457270.079341 + Penalty 2799.240820 = -454470.838521
  nChanged 21
		SP:Iteration 21Q (18773.380000 sec): 3 clusters
  Score: Raw -457292.522297 + Penalty 2799.240820 = -454493.281477
  nChanged 15
		SP:Iteration 22Q (18773.590000 sec): 3 clusters
  Score: Raw -457300.970870 + Penalty 2799.240820 = -454501.730050
  nChanged 10
		SP:Iteration 23Q (18773.800000 sec): 3 clusters
  Score: Raw -457305.067408 + Penalty 2799.240820 = -454505.826588
  nChanged 3
		SP:Iteration 24Q (18774.010000 sec): 3 clusters
  Score: Raw -457305.994399 + Penalty 2799.240820 = -454506.753579
  nChanged 2
		SP:Iteration 25Q (18774.210000 sec): 3 clusters
  Score: Raw -457307.578630 + Penalty 2799.240820 = -454508.337810
  nChanged 0
		SP:Iteration 26F (18774.420000 sec): 3 clusters
  Score: Raw -457307.578630 + Penalty 2799.240820 = -454508.337810
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 69 (2543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18774.560000 sec): 2 clusters
  Score: Raw -199179.040970 + Penalty 1274.178712 = -197904.862258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18774.760000 sec): 3 clusters
  Score: Raw -198023.661162 + Penalty 2548.357424 = -195475.303738
  nChanged 964
		SP:Iteration 1F (18774.960000 sec): 3 clusters
  Score: Raw -198657.602218 + Penalty 2548.357424 = -196109.244794
  nChanged 212
		SP:Iteration 2F (18775.190000 sec): 3 clusters
  Score: Raw -198806.699884 + Penalty 2548.357424 = -196258.342460
  nChanged 121
		SP:Iteration 3Q (18775.370000 sec): 3 clusters
  Score: Raw -198908.872391 + Penalty 2548.357424 = -196360.514967
  nChanged 108
		SP:Iteration 4Q (18775.510000 sec): 3 clusters
  Score: Raw -198982.547595 + Penalty 2548.357424 = -196434.190171
  nChanged 80
		SP:Iteration 5Q (18775.680000 sec): 3 clusters
  Score: Raw -199042.447051 + Penalty 2548.357424 = -196494.089627
  nChanged 77
		SP:Iteration 6Q (18775.880000 sec): 3 clusters
  Score: Raw -199099.703384 + Penalty 2548.357424 = -196551.345960
  nChanged 68
		SP:Iteration 7Q (18776.100000 sec): 3 clusters
  Score: Raw -199152.599239 + Penalty 2548.357424 = -196604.241815
  nChanged 60
		SP:Iteration 8Q (18776.260000 sec): 3 clusters
  Score: Raw -199194.470767 + Penalty 2548.357424 = -196646.113343
  nChanged 57
		SP:Iteration 9Q (18776.410000 sec): 3 clusters
  Score: Raw -199243.488655 + Penalty 2548.357424 = -196695.131231
  nChanged 62
		SP:Iteration 10Q (18776.560000 sec): 3 clusters
  Score: Raw -199295.634694 + Penalty 2548.357424 = -196747.277270
  nChanged 57
		SP:Iteration 11Q (18776.720000 sec): 3 clusters
  Score: Raw -199341.452942 + Penalty 2548.357424 = -196793.095519
  nChanged 52
		SP:Iteration 12Q (18776.860000 sec): 3 clusters
  Score: Raw -199376.898471 + Penalty 2548.357424 = -196828.541047
  nChanged 48
		SP:Iteration 13Q (18777.040000 sec): 3 clusters
  Score: Raw -199412.014671 + Penalty 2548.357424 = -196863.657247
  nChanged 54
		SP:Iteration 14Q (18777.200000 sec): 3 clusters
  Score: Raw -199449.214560 + Penalty 2548.357424 = -196900.857136
  nChanged 47
		SP:Iteration 15Q (18777.390000 sec): 3 clusters
  Score: Raw -199483.599817 + Penalty 2548.357424 = -196935.242393
  nChanged 42
		SP:Iteration 16Q (18777.550000 sec): 3 clusters
  Score: Raw -199517.941219 + Penalty 2548.357424 = -196969.583795
  nChanged 37
		SP:Iteration 17Q (18777.770000 sec): 3 clusters
  Score: Raw -199541.855282 + Penalty 2548.357424 = -196993.497859
  nChanged 26
		SP:Iteration 18Q (18777.900000 sec): 3 clusters
  Score: Raw -199556.172664 + Penalty 2548.357424 = -197007.815241
  nChanged 20
		SP:Iteration 19Q (18778.060000 sec): 3 clusters
  Score: Raw -199572.596727 + Penalty 2548.357424 = -197024.239304
  nChanged 25
		SP:Iteration 20F (18778.240000 sec): 3 clusters
  Score: Raw -199585.500099 + Penalty 2548.357424 = -197037.142675
  nChanged 11
		SP:Iteration 21Q (18778.430000 sec): 3 clusters
  Score: Raw -199591.300799 + Penalty 2548.357424 = -197042.943375
  nChanged 10
		SP:Iteration 22Q (18778.610000 sec): 3 clusters
  Score: Raw -199597.370460 + Penalty 2548.357424 = -197049.013036
  nChanged 13
		SP:Iteration 23Q (18778.740000 sec): 3 clusters
  Score: Raw -199606.796221 + Penalty 2548.357424 = -197058.438798
  nChanged 14
		SP:Iteration 24Q (18778.940000 sec): 3 clusters
  Score: Raw -199613.706143 + Penalty 2548.357424 = -197065.348719
  nChanged 5
		SP:Iteration 25Q (18779.100000 sec): 3 clusters
  Score: Raw -199615.271279 + Penalty 2548.357424 = -197066.913855
  nChanged 6
		SP:Iteration 26Q (18779.230000 sec): 3 clusters
  Score: Raw -199619.064921 + Penalty 2548.357424 = -197070.707497
  nChanged 12
		SP:Iteration 27Q (18779.360000 sec): 3 clusters
  Score: Raw -199624.647534 + Penalty 2548.357424 = -197076.290110
  nChanged 11
		SP:Iteration 28Q (18779.480000 sec): 3 clusters
  Score: Raw -199630.477312 + Penalty 2548.357424 = -197082.119889
  nChanged 8
		SP:Iteration 29Q (18779.620000 sec): 3 clusters
  Score: Raw -199634.025958 + Penalty 2548.357424 = -197085.668534
  nChanged 10
		SP:Iteration 30Q (18779.800000 sec): 3 clusters
  Score: Raw -199638.795122 + Penalty 2548.357424 = -197090.437699
  nChanged 9
		SP:Iteration 31Q (18779.950000 sec): 3 clusters
  Score: Raw -199642.739277 + Penalty 2548.357424 = -197094.381853
  nChanged 7
		SP:Iteration 32Q (18780.110000 sec): 3 clusters
  Score: Raw -199644.914925 + Penalty 2548.357424 = -197096.557501
  nChanged 5
		SP:Iteration 33Q (18780.280000 sec): 3 clusters
  Score: Raw -199646.717826 + Penalty 2548.357424 = -197098.360402
  nChanged 8
		SP:Iteration 34Q (18780.450000 sec): 3 clusters
  Score: Raw -199650.142315 + Penalty 2548.357424 = -197101.784891
  nChanged 10
		SP:Iteration 35Q (18780.660000 sec): 3 clusters
  Score: Raw -199653.027113 + Penalty 2548.357424 = -197104.669689
  nChanged 6
		SP:Iteration 36Q (18780.830000 sec): 3 clusters
  Score: Raw -199655.222630 + Penalty 2548.357424 = -197106.865207
  nChanged 2
		SP:Iteration 37Q (18780.990000 sec): 3 clusters
  Score: Raw -199655.934148 + Penalty 2548.357424 = -197107.576724
  nChanged 4
		SP:Iteration 38Q (18781.220000 sec): 3 clusters
  Score: Raw -199657.676094 + Penalty 2548.357424 = -197109.318671
  nChanged 3
		SP:Iteration 39Q (18781.400000 sec): 3 clusters
  Score: Raw -199658.612607 + Penalty 2548.357424 = -197110.255184
  nChanged 1
		SP:Iteration 40F (18781.580000 sec): 3 clusters
  Score: Raw -199659.202260 + Penalty 2548.357424 = -197110.844837
  nChanged 2
		SP:Iteration 41Q (18781.770000 sec): 3 clusters
  Score: Raw -199659.731087 + Penalty 2548.357424 = -197111.373663
  nChanged 2
		SP:Iteration 42Q (18781.910000 sec): 3 clusters
  Score: Raw -199660.501525 + Penalty 2548.357424 = -197112.144101
  nChanged 2
		SP:Iteration 43Q (18782.100000 sec): 3 clusters
  Score: Raw -199661.001756 + Penalty 2548.357424 = -197112.644332
  nChanged 0
		SP:Iteration 44F (18782.220000 sec): 3 clusters
  Score: Raw -199661.001756 + Penalty 2548.357424 = -197112.644332
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 70 (8862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18782.380000 sec): 2 clusters
  Score: Raw -711001.666366 + Penalty 1477.048260 = -709524.618106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18782.640000 sec): 3 clusters
  Score: Raw -706043.580691 + Penalty 2954.096519 = -703089.484172
  nChanged 3743
		SP:Iteration 1F (18782.830000 sec): 3 clusters
  Score: Raw -708071.457701 + Penalty 2954.096519 = -705117.361181
  nChanged 586
		SP:Iteration 2F (18783.000000 sec): 3 clusters
  Score: Raw -708412.077940 + Penalty 2954.096519 = -705457.981421
  nChanged 562
		SP:Iteration 3F (18783.220000 sec): 3 clusters
  Score: Raw -708762.982840 + Penalty 2954.096519 = -705808.886321
  nChanged 535
		SP:Iteration 4F (18783.410000 sec): 3 clusters
  Score: Raw -709120.490213 + Penalty 2954.096519 = -706166.393694
  nChanged 526
		SP:Iteration 5F (18783.690000 sec): 3 clusters
  Score: Raw -709485.801715 + Penalty 2954.096519 = -706531.705196
  nChanged 498
		SP:Iteration 6F (18783.870000 sec): 3 clusters
  Score: Raw -709832.575752 + Penalty 2954.096519 = -706878.479233
  nChanged 502
		SP:Iteration 7F (18784.070000 sec): 3 clusters
  Score: Raw -710165.604724 + Penalty 2954.096519 = -707211.508204
  nChanged 397
		SP:Iteration 8Q (18784.210000 sec): 3 clusters
  Score: Raw -710374.777585 + Penalty 2954.096519 = -707420.681066
  nChanged 294
		SP:Iteration 9Q (18784.360000 sec): 3 clusters
  Score: Raw -710500.994971 + Penalty 2954.096519 = -707546.898452
  nChanged 212
		SP:Iteration 10Q (18784.530000 sec): 3 clusters
  Score: Raw -710588.873345 + Penalty 2954.096519 = -707634.776825
  nChanged 197
		SP:Iteration 11Q (18784.690000 sec): 3 clusters
  Score: Raw -710680.341388 + Penalty 2954.096519 = -707726.244868
  nChanged 185
		SP:Iteration 12Q (18784.860000 sec): 3 clusters
  Score: Raw -710761.031169 + Penalty 2954.096519 = -707806.934650
  nChanged 176
		SP:Iteration 13Q (18785.130000 sec): 3 clusters
  Score: Raw -710832.880088 + Penalty 2954.096519 = -707878.783568
  nChanged 166
		SP:Iteration 14Q (18785.340000 sec): 3 clusters
  Score: Raw -710904.558858 + Penalty 2954.096519 = -707950.462339
  nChanged 161
		SP:Iteration 15Q (18785.490000 sec): 3 clusters
  Score: Raw -710967.018238 + Penalty 2954.096519 = -708012.921719
  nChanged 144
		SP:Iteration 16Q (18785.700000 sec): 3 clusters
  Score: Raw -711018.989262 + Penalty 2954.096519 = -708064.892742
  nChanged 126
		SP:Iteration 17Q (18785.910000 sec): 3 clusters
  Score: Raw -711066.340952 + Penalty 2954.096519 = -708112.244433
  nChanged 115
		SP:Iteration 18Q (18786.060000 sec): 3 clusters
  Score: Raw -711105.849029 + Penalty 2954.096519 = -708151.752509
  nChanged 113
		SP:Iteration 19Q (18786.320000 sec): 3 clusters
  Score: Raw -711145.586244 + Penalty 2954.096519 = -708191.489725
  nChanged 111
		SP:Iteration 20F (18786.540000 sec): 3 clusters
  Score: Raw -711186.565964 + Penalty 2954.096519 = -708232.469445
  nChanged 112
		SP:Iteration 21Q (18786.770000 sec): 3 clusters
  Score: Raw -711226.230184 + Penalty 2954.096519 = -708272.133665
  nChanged 122
		SP:Iteration 22Q (18786.950000 sec): 3 clusters
  Score: Raw -711269.415130 + Penalty 2954.096519 = -708315.318610
  nChanged 106
		SP:Iteration 23Q (18787.120000 sec): 3 clusters
  Score: Raw -711305.590920 + Penalty 2954.096519 = -708351.494401
  nChanged 85
		SP:Iteration 24Q (18787.360000 sec): 3 clusters
  Score: Raw -711331.429949 + Penalty 2954.096519 = -708377.333429
  nChanged 85
		SP:Iteration 25Q (18787.630000 sec): 3 clusters
  Score: Raw -711362.826087 + Penalty 2954.096519 = -708408.729567
  nChanged 83
		SP:Iteration 26Q (18787.850000 sec): 3 clusters
  Score: Raw -711400.890918 + Penalty 2954.096519 = -708446.794398
  nChanged 99
		SP:Iteration 27Q (18788.080000 sec): 3 clusters
  Score: Raw -711433.060532 + Penalty 2954.096519 = -708478.964013
  nChanged 88
		SP:Iteration 28Q (18788.270000 sec): 3 clusters
  Score: Raw -711462.323615 + Penalty 2954.096519 = -708508.227096
  nChanged 85
		SP:Iteration 29Q (18788.470000 sec): 3 clusters
  Score: Raw -711494.700472 + Penalty 2954.096519 = -708540.603953
  nChanged 94
		SP:Iteration 30Q (18788.670000 sec): 3 clusters
  Score: Raw -711526.471601 + Penalty 2954.096519 = -708572.375082
  nChanged 85
		SP:Iteration 31Q (18788.880000 sec): 3 clusters
  Score: Raw -711556.727633 + Penalty 2954.096519 = -708602.631114
  nChanged 77
		SP:Iteration 32Q (18789.100000 sec): 3 clusters
  Score: Raw -711580.185593 + Penalty 2954.096519 = -708626.089074
  nChanged 63
		SP:Iteration 33Q (18789.330000 sec): 3 clusters
  Score: Raw -711595.278372 + Penalty 2954.096519 = -708641.181853
  nChanged 45
		SP:Iteration 34Q (18789.570000 sec): 3 clusters
  Score: Raw -711606.956769 + Penalty 2954.096519 = -708652.860250
  nChanged 44
		SP:Iteration 35Q (18789.780000 sec): 3 clusters
  Score: Raw -711617.365481 + Penalty 2954.096519 = -708663.268962
  nChanged 29
		SP:Iteration 36Q (18789.970000 sec): 3 clusters
  Score: Raw -711623.111762 + Penalty 2954.096519 = -708669.015243
  nChanged 27
		SP:Iteration 37Q (18790.150000 sec): 3 clusters
  Score: Raw -711628.054809 + Penalty 2954.096519 = -708673.958290
  nChanged 22
		SP:Iteration 38Q (18790.380000 sec): 3 clusters
  Score: Raw -711632.096403 + Penalty 2954.096519 = -708677.999883
  nChanged 21
		SP:Iteration 39Q (18790.610000 sec): 3 clusters
  Score: Raw -711635.635455 + Penalty 2954.096519 = -708681.538936
  nChanged 12
		SP:Iteration 40F (18790.860000 sec): 3 clusters
  Score: Raw -711637.956150 + Penalty 2954.096519 = -708683.859631
  nChanged 11
		SP:Iteration 41Q (18791.090000 sec): 3 clusters
  Score: Raw -711640.419664 + Penalty 2954.096519 = -708686.323145
  nChanged 10
		SP:Iteration 42Q (18791.260000 sec): 3 clusters
  Score: Raw -711643.115085 + Penalty 2954.096519 = -708689.018565
  nChanged 14
		SP:Iteration 43Q (18791.510000 sec): 3 clusters
  Score: Raw -711646.759949 + Penalty 2954.096519 = -708692.663430
  nChanged 21
		SP:Iteration 44Q (18791.740000 sec): 3 clusters
  Score: Raw -711652.455318 + Penalty 2954.096519 = -708698.358798
  nChanged 30
		SP:Iteration 45Q (18791.930000 sec): 3 clusters
  Score: Raw -711660.084289 + Penalty 2954.096519 = -708705.987770
  nChanged 23
		SP:Iteration 46Q (18792.170000 sec): 3 clusters
  Score: Raw -711664.361485 + Penalty 2954.096519 = -708710.264966
  nChanged 23
		SP:Iteration 47Q (18792.420000 sec): 3 clusters
  Score: Raw -711669.735128 + Penalty 2954.096519 = -708715.638608
  nChanged 21
		SP:Iteration 48Q (18792.600000 sec): 3 clusters
  Score: Raw -711675.013488 + Penalty 2954.096519 = -708720.916969
  nChanged 21
		SP:Iteration 49Q (18792.850000 sec): 3 clusters
  Score: Raw -711679.237867 + Penalty 2954.096519 = -708725.141347
  nChanged 20
		SP:Iteration 50Q (18793.060000 sec): 3 clusters
  Score: Raw -711684.111163 + Penalty 2954.096519 = -708730.014644
  nChanged 19
		SP:Iteration 51Q (18793.340000 sec): 3 clusters
  Score: Raw -711689.388640 + Penalty 2954.096519 = -708735.292120
  nChanged 20
		SP:Iteration 52Q (18793.550000 sec): 3 clusters
  Score: Raw -711693.229008 + Penalty 2954.096519 = -708739.132488
  nChanged 19
		SP:Iteration 53Q (18793.820000 sec): 3 clusters
  Score: Raw -711698.638074 + Penalty 2954.096519 = -708744.541555
  nChanged 24
		SP:Iteration 54Q (18794.010000 sec): 3 clusters
  Score: Raw -711705.382168 + Penalty 2954.096519 = -708751.285649
  nChanged 19
		SP:Iteration 55Q (18794.220000 sec): 3 clusters
  Score: Raw -711709.381733 + Penalty 2954.096519 = -708755.285214
  nChanged 11
		SP:Iteration 56Q (18794.460000 sec): 3 clusters
  Score: Raw -711711.421159 + Penalty 2954.096519 = -708757.324640
  nChanged 9
		SP:Iteration 57Q (18794.690000 sec): 3 clusters
  Score: Raw -711713.035717 + Penalty 2954.096519 = -708758.939197
  nChanged 5
		SP:Iteration 58Q (18794.870000 sec): 3 clusters
  Score: Raw -711713.796542 + Penalty 2954.096519 = -708759.700022
  nChanged 3
		SP:Iteration 59Q (18795.070000 sec): 3 clusters
  Score: Raw -711714.479200 + Penalty 2954.096519 = -708760.382680
  nChanged 5
		SP:Iteration 60F (18795.310000 sec): 3 clusters
  Score: Raw -711715.120290 + Penalty 2954.096519 = -708761.023771
  nChanged 4
		SP:Iteration 61Q (18795.570000 sec): 3 clusters
  Score: Raw -711715.697696 + Penalty 2954.096519 = -708761.601177
  nChanged 3
		SP:Iteration 62Q (18795.830000 sec): 3 clusters
  Score: Raw -711716.226189 + Penalty 2954.096519 = -708762.129669
  nChanged 4
		SP:Iteration 63Q (18796.040000 sec): 3 clusters
  Score: Raw -711716.758868 + Penalty 2954.096519 = -708762.662349
  nChanged 3
		SP:Iteration 64Q (18796.250000 sec): 3 clusters
  Score: Raw -711717.202676 + Penalty 2954.096519 = -708763.106157
  nChanged 3
		SP:Iteration 65Q (18796.480000 sec): 3 clusters
  Score: Raw -711717.800484 + Penalty 2954.096519 = -708763.703965
  nChanged 2
		SP:Iteration 66Q (18796.730000 sec): 3 clusters
  Score: Raw -711718.035293 + Penalty 2954.096519 = -708763.938774
  nChanged 2
		SP:Iteration 67Q (18796.960000 sec): 3 clusters
  Score: Raw -711718.265923 + Penalty 2954.096519 = -708764.169404
  nChanged 1
		SP:Iteration 68Q (18797.220000 sec): 3 clusters
  Score: Raw -711718.469228 + Penalty 2954.096519 = -708764.372709
  nChanged 0
		SP:Iteration 69F (18797.430000 sec): 3 clusters
  Score: Raw -711718.469228 + Penalty 2954.096519 = -708764.372709
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 71 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18797.540000 sec): 2 clusters
  Score: Raw -22520.273555 + Penalty 896.586096 = -21623.687460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18797.770000 sec): 3 clusters
  Score: Raw -22580.631960 + Penalty 1793.172191 = -20787.459769
  nChanged 35
		SP:Iteration 1F (18797.930000 sec): 3 clusters
  Score: Raw -22666.077901 + Penalty 1793.172191 = -20872.905709
  nChanged 7
		SP:Iteration 2Q (18798.130000 sec): 3 clusters
  Score: Raw -22692.900292 + Penalty 1793.172191 = -20899.728101
  nChanged 8
		SP:Iteration 3Q (18798.350000 sec): 3 clusters
  Score: Raw -22710.921246 + Penalty 1793.172191 = -20917.749055
  nChanged 0
		SP:Iteration 4F (18798.480000 sec): 3 clusters
  Score: Raw -22710.921246 + Penalty 1793.172191 = -20917.749055
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 72 (2911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18798.600000 sec): 2 clusters
  Score: Raw -235929.580249 + Penalty 1296.140941 = -234633.439309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18798.800000 sec): 3 clusters
  Score: Raw -234602.209653 + Penalty 2592.281882 = -232009.927771
  nChanged 1065
		SP:Iteration 1F (18799.000000 sec): 3 clusters
  Score: Raw -235517.309451 + Penalty 2592.281882 = -232925.027569
  nChanged 328
		SP:Iteration 2F (18799.180000 sec): 3 clusters
  Score: Raw -235927.450798 + Penalty 2592.281882 = -233335.168916
  nChanged 268
		SP:Iteration 3F (18799.380000 sec): 3 clusters
  Score: Raw -236233.452364 + Penalty 2592.281882 = -233641.170483
  nChanged 187
		SP:Iteration 4F (18799.580000 sec): 3 clusters
  Score: Raw -236409.833738 + Penalty 2592.281882 = -233817.551857
  nChanged 130
		SP:Iteration 5Q (18799.810000 sec): 3 clusters
  Score: Raw -236519.195307 + Penalty 2592.281882 = -233926.913425
  nChanged 96
		SP:Iteration 6Q (18799.980000 sec): 3 clusters
  Score: Raw -236580.369764 + Penalty 2592.281882 = -233988.087882
  nChanged 52
		SP:Iteration 7Q (18800.130000 sec): 3 clusters
  Score: Raw -236606.619810 + Penalty 2592.281882 = -234014.337928
  nChanged 17
		SP:Iteration 8Q (18800.300000 sec): 3 clusters
  Score: Raw -236614.055449 + Penalty 2592.281882 = -234021.773567
  nChanged 14
		SP:Iteration 9Q (18800.480000 sec): 3 clusters
  Score: Raw -236620.020720 + Penalty 2592.281882 = -234027.738839
  nChanged 13
		SP:Iteration 10Q (18800.640000 sec): 3 clusters
  Score: Raw -236624.956274 + Penalty 2592.281882 = -234032.674392
  nChanged 9
		SP:Iteration 11Q (18800.850000 sec): 3 clusters
  Score: Raw -236629.339039 + Penalty 2592.281882 = -234037.057157
  nChanged 9
		SP:Iteration 12Q (18800.980000 sec): 3 clusters
  Score: Raw -236634.528456 + Penalty 2592.281882 = -234042.246574
  nChanged 7
		SP:Iteration 13Q (18801.190000 sec): 3 clusters
  Score: Raw -236636.818808 + Penalty 2592.281882 = -234044.536926
  nChanged 4
		SP:Iteration 14Q (18801.390000 sec): 3 clusters
  Score: Raw -236638.135014 + Penalty 2592.281882 = -234045.853133
  nChanged 4
		SP:Iteration 15Q (18801.580000 sec): 3 clusters
  Score: Raw -236639.559597 + Penalty 2592.281882 = -234047.277716
  nChanged 2
		SP:Iteration 16Q (18801.780000 sec): 3 clusters
  Score: Raw -236639.960976 + Penalty 2592.281882 = -234047.679095
  nChanged 0
		SP:Iteration 17F (18801.990000 sec): 3 clusters
  Score: Raw -236639.960976 + Penalty 2592.281882 = -234047.679095
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 73 (7884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18802.080000 sec): 2 clusters
  Score: Raw -660440.472473 + Penalty 1458.045984 = -658982.426489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18802.300000 sec): 3 clusters
  Score: Raw -656182.307857 + Penalty 2916.091967 = -653266.215890
  nChanged 3303
		SP:Iteration 1F (18802.500000 sec): 3 clusters
  Score: Raw -658083.908800 + Penalty 2916.091967 = -655167.816833
  nChanged 645
		SP:Iteration 2F (18802.670000 sec): 3 clusters
  Score: Raw -658537.550103 + Penalty 2916.091967 = -655621.458136
  nChanged 633
		SP:Iteration 3F (18802.860000 sec): 3 clusters
  Score: Raw -659056.909522 + Penalty 2916.091967 = -656140.817555
  nChanged 578
		SP:Iteration 4F (18803.050000 sec): 3 clusters
  Score: Raw -659612.681476 + Penalty 2916.091967 = -656696.589509
  nChanged 529
		SP:Iteration 5F (18803.240000 sec): 3 clusters
  Score: Raw -660108.225688 + Penalty 2916.091967 = -657192.133721
  nChanged 443
		SP:Iteration 6F (18803.450000 sec): 3 clusters
  Score: Raw -660431.657936 + Penalty 2916.091967 = -657515.565968
  nChanged 330
		SP:Iteration 7Q (18803.660000 sec): 3 clusters
  Score: Raw -660610.367795 + Penalty 2916.091967 = -657694.275828
  nChanged 210
		SP:Iteration 8Q (18803.850000 sec): 3 clusters
  Score: Raw -660714.074853 + Penalty 2916.091967 = -657797.982886
  nChanged 145
		SP:Iteration 9Q (18804.120000 sec): 3 clusters
  Score: Raw -660768.102517 + Penalty 2916.091967 = -657852.010550
  nChanged 115
		SP:Iteration 10Q (18804.270000 sec): 3 clusters
  Score: Raw -660809.813761 + Penalty 2916.091967 = -657893.721794
  nChanged 95
		SP:Iteration 11Q (18804.520000 sec): 3 clusters
  Score: Raw -660846.418419 + Penalty 2916.091967 = -657930.326452
  nChanged 72
		SP:Iteration 12Q (18804.740000 sec): 3 clusters
  Score: Raw -660871.796040 + Penalty 2916.091967 = -657955.704073
  nChanged 50
		SP:Iteration 13Q (18805.020000 sec): 3 clusters
  Score: Raw -660890.904396 + Penalty 2916.091967 = -657974.812429
  nChanged 50
		SP:Iteration 14Q (18805.230000 sec): 3 clusters
  Score: Raw -660909.854051 + Penalty 2916.091967 = -657993.762084
  nChanged 46
		SP:Iteration 15Q (18805.430000 sec): 3 clusters
  Score: Raw -660927.722965 + Penalty 2916.091967 = -658011.630997
  nChanged 51
		SP:Iteration 16Q (18805.690000 sec): 3 clusters
  Score: Raw -660946.071769 + Penalty 2916.091967 = -658029.979802
  nChanged 50
		SP:Iteration 17Q (18805.880000 sec): 3 clusters
  Score: Raw -660962.181763 + Penalty 2916.091967 = -658046.089795
  nChanged 43
		SP:Iteration 18Q (18806.100000 sec): 3 clusters
  Score: Raw -660981.003535 + Penalty 2916.091967 = -658064.911568
  nChanged 43
		SP:Iteration 19Q (18806.290000 sec): 3 clusters
  Score: Raw -660996.483386 + Penalty 2916.091967 = -658080.391419
  nChanged 33
		SP:Iteration 20F (18806.520000 sec): 3 clusters
  Score: Raw -661009.597327 + Penalty 2916.091967 = -658093.505360
  nChanged 39
		SP:Iteration 21Q (18806.700000 sec): 3 clusters
  Score: Raw -661021.900061 + Penalty 2916.091967 = -658105.808094
  nChanged 23
		SP:Iteration 22Q (18806.940000 sec): 3 clusters
  Score: Raw -661031.938462 + Penalty 2916.091967 = -658115.846495
  nChanged 27
		SP:Iteration 23Q (18807.190000 sec): 3 clusters
  Score: Raw -661046.744807 + Penalty 2916.091967 = -658130.652840
  nChanged 34
		SP:Iteration 24Q (18807.390000 sec): 3 clusters
  Score: Raw -661069.461741 + Penalty 2916.091967 = -658153.369774
  nChanged 45
		SP:Iteration 25Q (18807.580000 sec): 3 clusters
  Score: Raw -661095.437412 + Penalty 2916.091967 = -658179.345445
  nChanged 42
		SP:Iteration 26Q (18807.760000 sec): 3 clusters
  Score: Raw -661114.626702 + Penalty 2916.091967 = -658198.534735
  nChanged 32
		SP:Iteration 27Q (18807.990000 sec): 3 clusters
  Score: Raw -661130.166293 + Penalty 2916.091967 = -658214.074326
  nChanged 27
		SP:Iteration 28Q (18808.230000 sec): 3 clusters
  Score: Raw -661144.394341 + Penalty 2916.091967 = -658228.302374
  nChanged 38
		SP:Iteration 29Q (18808.450000 sec): 3 clusters
  Score: Raw -661161.727797 + Penalty 2916.091967 = -658245.635830
  nChanged 25
		SP:Iteration 30Q (18808.710000 sec): 3 clusters
  Score: Raw -661174.884698 + Penalty 2916.091967 = -658258.792731
  nChanged 27
		SP:Iteration 31Q (18808.900000 sec): 3 clusters
  Score: Raw -661185.750938 + Penalty 2916.091967 = -658269.658971
  nChanged 28
		SP:Iteration 32Q (18809.130000 sec): 3 clusters
  Score: Raw -661196.256695 + Penalty 2916.091967 = -658280.164728
  nChanged 20
		SP:Iteration 33Q (18809.380000 sec): 3 clusters
  Score: Raw -661203.276432 + Penalty 2916.091967 = -658287.184464
  nChanged 20
		SP:Iteration 34Q (18809.630000 sec): 3 clusters
  Score: Raw -661211.413123 + Penalty 2916.091967 = -658295.321155
  nChanged 18
		SP:Iteration 35Q (18809.820000 sec): 3 clusters
  Score: Raw -661218.176004 + Penalty 2916.091967 = -658302.084037
  nChanged 13
		SP:Iteration 36Q (18810.020000 sec): 3 clusters
  Score: Raw -661223.376238 + Penalty 2916.091967 = -658307.284271
  nChanged 16
		SP:Iteration 37Q (18810.220000 sec): 3 clusters
  Score: Raw -661229.039179 + Penalty 2916.091967 = -658312.947212
  nChanged 15
		SP:Iteration 38Q (18810.440000 sec): 3 clusters
  Score: Raw -661233.452444 + Penalty 2916.091967 = -658317.360477
  nChanged 14
		SP:Iteration 39Q (18810.640000 sec): 3 clusters
  Score: Raw -661236.681031 + Penalty 2916.091967 = -658320.589064
  nChanged 10
		SP:Iteration 40F (18810.870000 sec): 3 clusters
  Score: Raw -661238.390379 + Penalty 2916.091967 = -658322.298412
  nChanged 1
		SP:Iteration 41Q (18811.080000 sec): 3 clusters
  Score: Raw -661238.591342 + Penalty 2916.091967 = -658322.499375
  nChanged 4
		SP:Iteration 42Q (18811.280000 sec): 3 clusters
  Score: Raw -661240.084552 + Penalty 2916.091967 = -658323.992585
  nChanged 4
		SP:Iteration 43Q (18811.510000 sec): 3 clusters
  Score: Raw -661241.570066 + Penalty 2916.091967 = -658325.478099
  nChanged 4
		SP:Iteration 44Q (18811.720000 sec): 3 clusters
  Score: Raw -661242.592849 + Penalty 2916.091967 = -658326.500882
  nChanged 2
		SP:Iteration 45Q (18811.930000 sec): 3 clusters
  Score: Raw -661243.281709 + Penalty 2916.091967 = -658327.189742
  nChanged 2
		SP:Iteration 46Q (18812.150000 sec): 3 clusters
  Score: Raw -661244.735204 + Penalty 2916.091967 = -658328.643237
  nChanged 1
		SP:Iteration 47Q (18812.360000 sec): 3 clusters
  Score: Raw -661244.988144 + Penalty 2916.091967 = -658328.896177
  nChanged 2
		SP:Iteration 48Q (18812.560000 sec): 3 clusters
  Score: Raw -661245.337312 + Penalty 2916.091967 = -658329.245345
  nChanged 1
		SP:Iteration 49Q (18812.780000 sec): 3 clusters
  Score: Raw -661245.447916 + Penalty 2916.091967 = -658329.355949
  nChanged 0
		SP:Iteration 50F (18812.990000 sec): 3 clusters
  Score: Raw -661245.447916 + Penalty 2916.091967 = -658329.355949
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 74 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18813.120000 sec): 2 clusters
  Score: Raw -37802.525888 + Penalty 998.778504 = -36803.747384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18813.360000 sec): 3 clusters
  Score: Raw -37734.046160 + Penalty 1997.557009 = -35736.489152
  nChanged 103
		SP:Iteration 1F (18813.510000 sec): 3 clusters
  Score: Raw -37899.818023 + Penalty 1997.557009 = -35902.261015
  nChanged 32
		SP:Iteration 2F (18813.710000 sec): 3 clusters
  Score: Raw -37965.709666 + Penalty 1997.557009 = -35968.152657
  nChanged 16
		SP:Iteration 3Q (18813.910000 sec): 3 clusters
  Score: Raw -38001.538763 + Penalty 1997.557009 = -36003.981754
  nChanged 10
		SP:Iteration 4Q (18814.100000 sec): 3 clusters
  Score: Raw -38014.648771 + Penalty 1997.557009 = -36017.091762
  nChanged 2
		SP:Iteration 5Q (18814.250000 sec): 3 clusters
  Score: Raw -38019.406651 + Penalty 1997.557009 = -36021.849642
  nChanged 2
		SP:Iteration 6Q (18814.440000 sec): 3 clusters
  Score: Raw -38022.463544 + Penalty 1997.557009 = -36024.906535
  nChanged 0
		SP:Iteration 7F (18814.670000 sec): 3 clusters
  Score: Raw -38022.463544 + Penalty 1997.557009 = -36024.906535
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 75 (914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18814.750000 sec): 2 clusters
  Score: Raw -76651.422737 + Penalty 1107.897468 = -75543.525269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18814.960000 sec): 3 clusters
  Score: Raw -76340.009502 + Penalty 2215.794936 = -74124.214566
  nChanged 270
		SP:Iteration 1F (18815.160000 sec): 3 clusters
  Score: Raw -76576.714424 + Penalty 2215.794936 = -74360.919489
  nChanged 59
		SP:Iteration 2F (18815.370000 sec): 3 clusters
  Score: Raw -76644.305707 + Penalty 2215.794936 = -74428.510771
  nChanged 46
		SP:Iteration 3F (18815.520000 sec): 3 clusters
  Score: Raw -76694.750257 + Penalty 2215.794936 = -74478.955321
  nChanged 23
		SP:Iteration 4Q (18815.720000 sec): 3 clusters
  Score: Raw -76718.599239 + Penalty 2215.794936 = -74502.804304
  nChanged 16
		SP:Iteration 5Q (18815.860000 sec): 3 clusters
  Score: Raw -76733.925059 + Penalty 2215.794936 = -74518.130123
  nChanged 11
		SP:Iteration 6Q (18816.080000 sec): 3 clusters
  Score: Raw -76745.701353 + Penalty 2215.794936 = -74529.906417
  nChanged 11
		SP:Iteration 7Q (18816.250000 sec): 3 clusters
  Score: Raw -76756.543497 + Penalty 2215.794936 = -74540.748561
  nChanged 10
		SP:Iteration 8Q (18816.440000 sec): 3 clusters
  Score: Raw -76771.363354 + Penalty 2215.794936 = -74555.568419
  nChanged 10
		SP:Iteration 9Q (18816.650000 sec): 3 clusters
  Score: Raw -76779.343778 + Penalty 2215.794936 = -74563.548842
  nChanged 5
		SP:Iteration 10Q (18816.780000 sec): 3 clusters
  Score: Raw -76782.821903 + Penalty 2215.794936 = -74567.026967
  nChanged 6
		SP:Iteration 11Q (18817.010000 sec): 3 clusters
  Score: Raw -76788.516668 + Penalty 2215.794936 = -74572.721732
  nChanged 7
		SP:Iteration 12Q (18817.190000 sec): 3 clusters
  Score: Raw -76797.826978 + Penalty 2215.794936 = -74582.032043
  nChanged 7
		SP:Iteration 13Q (18817.340000 sec): 3 clusters
  Score: Raw -76806.556883 + Penalty 2215.794936 = -74590.761947
  nChanged 4
		SP:Iteration 14Q (18817.550000 sec): 3 clusters
  Score: Raw -76809.192497 + Penalty 2215.794936 = -74593.397561
  nChanged 1
		SP:Iteration 15Q (18817.750000 sec): 3 clusters
  Score: Raw -76810.047046 + Penalty 2215.794936 = -74594.252110
  nChanged 1
		SP:Iteration 16Q (18817.940000 sec): 3 clusters
  Score: Raw -76811.333938 + Penalty 2215.794936 = -74595.539003
  nChanged 1
		SP:Iteration 17Q (18818.140000 sec): 3 clusters
  Score: Raw -76811.910042 + Penalty 2215.794936 = -74596.115106
  nChanged 0
		SP:Iteration 18F (18818.320000 sec): 3 clusters
  Score: Raw -76811.910042 + Penalty 2215.794936 = -74596.115106
  nChanged 0
Iteration 179Q (18952.580000 sec): 79 clusters
  Score: Raw -122352653.820326 + Penalty 180056.804566 = -122172597.015759
  nChanged 16170
Iteration 180F (19136.150000 sec): 79 clusters
  Score: Raw -122358411.730378 + Penalty 180056.804566 = -122178354.925812
  nChanged 15602
Iteration 181Q (19253.570000 sec): 79 clusters
  Score: Raw -122361084.827436 + Penalty 180056.804566 = -122181028.022869
  nChanged 10020
Iteration 182Q (19367.860000 sec): 79 clusters
  Score: Raw -122362647.367827 + Penalty 180056.804566 = -122182590.563260
  nChanged 7873
Iteration 183Q (19478.600000 sec): 79 clusters
  Score: Raw -122363667.546218 + Penalty 180056.804566 = -122183610.741652
  nChanged 6497
Iteration 184Q (19588.590000 sec): 79 clusters
  Score: Raw -122364404.338057 + Penalty 180056.804566 = -122184347.533491
  nChanged 5533
Iteration 185Q (19699.180000 sec): 79 clusters
  Score: Raw -122364960.161080 + Penalty 180056.804566 = -122184903.356514
  nChanged 4831
Iteration 186Q (19813.330000 sec): 79 clusters
  Score: Raw -122365398.889470 + Penalty 180056.804566 = -122185342.084903
  nChanged 4404
Iteration 187Q (19921.820000 sec): 79 clusters
  Score: Raw -122365770.967949 + Penalty 180056.804566 = -122185714.163383
  nChanged 3888
Iteration 188Q (20032.450000 sec): 79 clusters
  Score: Raw -122366066.829242 + Penalty 180056.804566 = -122186010.024675
  nChanged 3290
Iteration 189Q (20152.430000 sec): 79 clusters
  Score: Raw -122366297.903391 + Penalty 180056.804566 = -122186241.098824
  nChanged 2924
Iteration 190Q (20261.920000 sec): 79 clusters
  Score: Raw -122366484.404467 + Penalty 180056.804566 = -122186427.599901
  nChanged 2533
Iteration 191Q (20379.500000 sec): 79 clusters
  Score: Raw -122366638.675728 + Penalty 180056.804566 = -122186581.871161
  nChanged 2289
Iteration 192Q (20490.990000 sec): 79 clusters
  Score: Raw -122366773.862642 + Penalty 180056.804566 = -122186717.058075
  nChanged 2098
Iteration 193Q (20606.100000 sec): 79 clusters
  Score: Raw -122366892.467986 + Penalty 180056.804566 = -122186835.663419
  nChanged 1915
Iteration 194Q (20709.450000 sec): 79 clusters
  Score: Raw -122366998.231363 + Penalty 180056.804566 = -122186941.426797
  nChanged 1796
Iteration 195Q (20823.940000 sec): 79 clusters
  Score: Raw -122367088.749835 + Penalty 180056.804566 = -122187031.945268
  nChanged 1587
Iteration 196Q (20932.590000 sec): 79 clusters
  Score: Raw -122367169.327917 + Penalty 180056.804566 = -122187112.523350
  nChanged 1468
Iteration 197Q (21053.540000 sec): 79 clusters
  Score: Raw -122367244.765983 + Penalty 180056.804566 = -122187187.961417
  nChanged 1485
Iteration 198Q (21165.500000 sec): 79 clusters
  Score: Raw -122367325.346810 + Penalty 180056.804566 = -122187268.542244
  nChanged 1386
Iteration 199Q (21277.500000 sec): 79 clusters
  Score: Raw -122367398.555402 + Penalty 180056.804566 = -122187341.750836
  nChanged 1369
Iteration 200F (21466.560000 sec): 79 clusters
  Score: Raw -122367467.940896 + Penalty 180056.804566 = -122187411.136330
  nChanged 1294
Iteration 201Q (21585.140000 sec): 79 clusters
  Score: Raw -122367533.634306 + Penalty 180056.804566 = -122187476.829740
  nChanged 1259
Iteration 202Q (21690.250000 sec): 79 clusters
  Score: Raw -122367594.271904 + Penalty 180056.804566 = -122187537.467338
  nChanged 1146
Iteration 203Q (21801.740000 sec): 79 clusters
  Score: Raw -122367648.523900 + Penalty 180056.804566 = -122187591.719334
  nChanged 1098
Iteration 204Q (21925.560000 sec): 79 clusters
  Score: Raw -122367696.342493 + Penalty 180056.804566 = -122187639.537927
  nChanged 1052
Iteration 205Q (22044.070000 sec): 79 clusters
  Score: Raw -122367739.196307 + Penalty 180056.804566 = -122187682.391740
  nChanged 981
Iteration 206Q (22161.180000 sec): 79 clusters
  Score: Raw -122367780.361550 + Penalty 180056.804566 = -122187723.556984
  nChanged 977
Iteration 207Q (22274.790000 sec): 79 clusters
  Score: Raw -122367818.669354 + Penalty 180056.804566 = -122187761.864788
  nChanged 899
Iteration 208Q (22397.300000 sec): 79 clusters
  Score: Raw -122367854.292125 + Penalty 180056.804566 = -122187797.487559
  nChanged 849
Iteration 209Q (22514.870000 sec): 79 clusters
  Score: Raw -122367885.722822 + Penalty 180056.804566 = -122187828.918256
  nChanged 836
Iteration 210Q (22615.760000 sec): 79 clusters
  Score: Raw -122367918.824482 + Penalty 180056.804566 = -122187862.019916
  nChanged 814
Iteration 211Q (22719.830000 sec): 79 clusters
  Score: Raw -122367952.409513 + Penalty 180056.804566 = -122187895.604946
  nChanged 831
Iteration 212Q (22832.530000 sec): 79 clusters
  Score: Raw -122367983.416114 + Penalty 180056.804566 = -122187926.611547
  nChanged 744
Iteration 213Q (22949.480000 sec): 79 clusters
  Score: Raw -122368011.930109 + Penalty 180056.804566 = -122187955.125542
  nChanged 717
Iteration 214Q (23061.870000 sec): 79 clusters
  Score: Raw -122368037.828272 + Penalty 180056.804566 = -122187981.023705
  nChanged 699
Iteration 215Q (23179.960000 sec): 79 clusters
  Score: Raw -122368062.746760 + Penalty 180056.804566 = -122188005.942193
  nChanged 722
Iteration 216Q (23291.270000 sec): 79 clusters
  Score: Raw -122368088.154087 + Penalty 180056.804566 = -122188031.349521
  nChanged 716
Iteration 217Q (23405.630000 sec): 79 clusters
  Score: Raw -122368118.144351 + Penalty 180056.804566 = -122188061.339784
  nChanged 704
Iteration 218Q (23517.450000 sec): 79 clusters
  Score: Raw -122368147.580506 + Penalty 180056.804566 = -122188090.775940
  nChanged 690
Writing temp clu file 
Because OldScore, -122188061.339784, is greater than current (better) Score,-122188090.775940 
 Compute initial score before splitting:   Score: Raw -122368147.580506 + Penalty 180056.804566 = -122188090.775940
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 1 (57551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23518.240000 sec): 2 clusters
  Score: Raw -4756836.434769 + Penalty 1781.069353 = -4755055.365415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23518.660000 sec): 3 clusters
  Score: Raw -4720270.850585 + Penalty 3562.138707 = -4716708.711878
  nChanged 26871
		SP:Iteration 1F (23519.110000 sec): 3 clusters
  Score: Raw -4735616.714686 + Penalty 3562.138707 = -4732054.575979
  nChanged 2285
		SP:Iteration 2Q (23519.560000 sec): 3 clusters
  Score: Raw -4736366.217117 + Penalty 3562.138707 = -4732804.078410
  nChanged 2549
		SP:Iteration 3Q (23520.020000 sec): 3 clusters
  Score: Raw -4737373.051203 + Penalty 3562.138707 = -4733810.912496
  nChanged 2911
		SP:Iteration 4F (23520.500000 sec): 3 clusters
  Score: Raw -4738882.568441 + Penalty 3562.138707 = -4735320.429735
  nChanged 3427
		SP:Iteration 5F (23520.990000 sec): 3 clusters
  Score: Raw -4741099.838007 + Penalty 3562.138707 = -4737537.699300
  nChanged 3709
		SP:Iteration 6F (23521.430000 sec): 3 clusters
  Score: Raw -4743943.888890 + Penalty 3562.138707 = -4740381.750183
  nChanged 3688
		SP:Iteration 7F (23521.870000 sec): 3 clusters
  Score: Raw -4747116.066825 + Penalty 3562.138707 = -4743553.928119
  nChanged 3140
		SP:Iteration 8F (23522.340000 sec): 3 clusters
  Score: Raw -4749892.121083 + Penalty 3562.138707 = -4746329.982376
  nChanged 2458
		SP:Iteration 9Q (23522.780000 sec): 3 clusters
  Score: Raw -4751902.294019 + Penalty 3562.138707 = -4748340.155312
  nChanged 1781
		SP:Iteration 10Q (23523.290000 sec): 3 clusters
  Score: Raw -4753190.380017 + Penalty 3562.138707 = -4749628.241310
  nChanged 1366
		SP:Iteration 11Q (23523.790000 sec): 3 clusters
  Score: Raw -4754158.414458 + Penalty 3562.138707 = -4750596.275751
  nChanged 1134
		SP:Iteration 12Q (23524.300000 sec): 3 clusters
  Score: Raw -4754932.981495 + Penalty 3562.138707 = -4751370.842788
  nChanged 973
		SP:Iteration 13Q (23524.740000 sec): 3 clusters
  Score: Raw -4755622.449604 + Penalty 3562.138707 = -4752060.310897
  nChanged 817
		SP:Iteration 14Q (23525.170000 sec): 3 clusters
  Score: Raw -4756179.175524 + Penalty 3562.138707 = -4752617.036817
  nChanged 657
		SP:Iteration 15Q (23525.600000 sec): 3 clusters
  Score: Raw -4756589.521454 + Penalty 3562.138707 = -4753027.382747
  nChanged 584
		SP:Iteration 16Q (23526.090000 sec): 3 clusters
  Score: Raw -4756927.533951 + Penalty 3562.138707 = -4753365.395244
  nChanged 457
		SP:Iteration 17Q (23526.480000 sec): 3 clusters
  Score: Raw -4757183.913421 + Penalty 3562.138707 = -4753621.774714
  nChanged 412
		SP:Iteration 18Q (23526.930000 sec): 3 clusters
  Score: Raw -4757374.665261 + Penalty 3562.138707 = -4753812.526554
  nChanged 306
		SP:Iteration 19Q (23527.330000 sec): 3 clusters
  Score: Raw -4757507.657630 + Penalty 3562.138707 = -4753945.518923
  nChanged 268
		SP:Iteration 20F (23527.770000 sec): 3 clusters
  Score: Raw -4757611.089188 + Penalty 3562.138707 = -4754048.950481
  nChanged 224
		SP:Iteration 21Q (23528.220000 sec): 3 clusters
  Score: Raw -4757695.097105 + Penalty 3562.138707 = -4754132.958399
  nChanged 194
		SP:Iteration 22Q (23528.750000 sec): 3 clusters
  Score: Raw -4757763.853417 + Penalty 3562.138707 = -4754201.714710
  nChanged 160
		SP:Iteration 23Q (23529.220000 sec): 3 clusters
  Score: Raw -4757807.526449 + Penalty 3562.138707 = -4754245.387742
  nChanged 129
		SP:Iteration 24Q (23529.620000 sec): 3 clusters
  Score: Raw -4757847.185888 + Penalty 3562.138707 = -4754285.047181
  nChanged 124
		SP:Iteration 25Q (23530.070000 sec): 3 clusters
  Score: Raw -4757881.288190 + Penalty 3562.138707 = -4754319.149484
  nChanged 104
		SP:Iteration 26Q (23530.500000 sec): 3 clusters
  Score: Raw -4757904.440297 + Penalty 3562.138707 = -4754342.301590
  nChanged 88
		SP:Iteration 27Q (23530.890000 sec): 3 clusters
  Score: Raw -4757923.779058 + Penalty 3562.138707 = -4754361.640351
  nChanged 64
		SP:Iteration 28Q (23531.260000 sec): 3 clusters
  Score: Raw -4757937.246985 + Penalty 3562.138707 = -4754375.108278
  nChanged 68
		SP:Iteration 29Q (23531.610000 sec): 3 clusters
  Score: Raw -4757950.737217 + Penalty 3562.138707 = -4754388.598510
  nChanged 54
		SP:Iteration 30Q (23532.100000 sec): 3 clusters
  Score: Raw -4757960.731203 + Penalty 3562.138707 = -4754398.592496
  nChanged 51
		SP:Iteration 31Q (23532.490000 sec): 3 clusters
  Score: Raw -4757968.093992 + Penalty 3562.138707 = -4754405.955285
  nChanged 29
		SP:Iteration 32Q (23532.970000 sec): 3 clusters
  Score: Raw -4757972.790029 + Penalty 3562.138707 = -4754410.651322
  nChanged 28
		SP:Iteration 33Q (23533.350000 sec): 3 clusters
  Score: Raw -4757977.217497 + Penalty 3562.138707 = -4754415.078790
  nChanged 23
		SP:Iteration 34Q (23533.800000 sec): 3 clusters
  Score: Raw -4757980.732406 + Penalty 3562.138707 = -4754418.593699
  nChanged 19
		SP:Iteration 35Q (23534.190000 sec): 3 clusters
  Score: Raw -4757984.507422 + Penalty 3562.138707 = -4754422.368715
  nChanged 19
		SP:Iteration 36Q (23534.560000 sec): 3 clusters
  Score: Raw -4757988.248283 + Penalty 3562.138707 = -4754426.109576
  nChanged 21
		SP:Iteration 37Q (23534.980000 sec): 3 clusters
  Score: Raw -4757992.400833 + Penalty 3562.138707 = -4754430.262127
  nChanged 27
		SP:Iteration 38Q (23535.370000 sec): 3 clusters
  Score: Raw -4757996.770437 + Penalty 3562.138707 = -4754434.631730
  nChanged 21
		SP:Iteration 39Q (23535.750000 sec): 3 clusters
  Score: Raw -4757999.881381 + Penalty 3562.138707 = -4754437.742674
  nChanged 26
		SP:Iteration 40F (23536.170000 sec): 3 clusters
  Score: Raw -4758005.118299 + Penalty 3562.138707 = -4754442.979592
  nChanged 23
		SP:Iteration 41Q (23536.590000 sec): 3 clusters
  Score: Raw -4758009.208494 + Penalty 3562.138707 = -4754447.069787
  nChanged 28
		SP:Iteration 42Q (23537.000000 sec): 3 clusters
  Score: Raw -4758014.490067 + Penalty 3562.138707 = -4754452.351361
  nChanged 32
		SP:Iteration 43Q (23537.390000 sec): 3 clusters
  Score: Raw -4758019.360752 + Penalty 3562.138707 = -4754457.222045
  nChanged 25
		SP:Iteration 44Q (23537.850000 sec): 3 clusters
  Score: Raw -4758023.049004 + Penalty 3562.138707 = -4754460.910297
  nChanged 19
		SP:Iteration 45Q (23538.280000 sec): 3 clusters
  Score: Raw -4758025.132619 + Penalty 3562.138707 = -4754462.993912
  nChanged 12
		SP:Iteration 46Q (23538.650000 sec): 3 clusters
  Score: Raw -4758026.395143 + Penalty 3562.138707 = -4754464.256436
  nChanged 11
		SP:Iteration 47Q (23539.140000 sec): 3 clusters
  Score: Raw -4758028.002070 + Penalty 3562.138707 = -4754465.863363
  nChanged 12
		SP:Iteration 48Q (23539.580000 sec): 3 clusters
  Score: Raw -4758029.597522 + Penalty 3562.138707 = -4754467.458815
  nChanged 10
		SP:Iteration 49Q (23539.980000 sec): 3 clusters
  Score: Raw -4758031.099606 + Penalty 3562.138707 = -4754468.960899
  nChanged 12
		SP:Iteration 50Q (23540.410000 sec): 3 clusters
  Score: Raw -4758032.688674 + Penalty 3562.138707 = -4754470.549967
  nChanged 14
		SP:Iteration 51Q (23540.850000 sec): 3 clusters
  Score: Raw -4758034.100766 + Penalty 3562.138707 = -4754471.962059
  nChanged 12
		SP:Iteration 52Q (23541.240000 sec): 3 clusters
  Score: Raw -4758035.773938 + Penalty 3562.138707 = -4754473.635231
  nChanged 12
		SP:Iteration 53Q (23541.680000 sec): 3 clusters
  Score: Raw -4758037.765041 + Penalty 3562.138707 = -4754475.626334
  nChanged 21
		SP:Iteration 54Q (23542.110000 sec): 3 clusters
  Score: Raw -4758041.163522 + Penalty 3562.138707 = -4754479.024815
  nChanged 15
		SP:Iteration 55Q (23542.530000 sec): 3 clusters
  Score: Raw -4758043.185444 + Penalty 3562.138707 = -4754481.046737
  nChanged 13
		SP:Iteration 56Q (23543.010000 sec): 3 clusters
  Score: Raw -4758045.010701 + Penalty 3562.138707 = -4754482.871994
  nChanged 11
		SP:Iteration 57Q (23543.400000 sec): 3 clusters
  Score: Raw -4758046.536336 + Penalty 3562.138707 = -4754484.397629
  nChanged 11
		SP:Iteration 58Q (23543.850000 sec): 3 clusters
  Score: Raw -4758048.012738 + Penalty 3562.138707 = -4754485.874031
  nChanged 11
		SP:Iteration 59Q (23544.290000 sec): 3 clusters
  Score: Raw -4758049.333106 + Penalty 3562.138707 = -4754487.194399
  nChanged 11
		SP:Iteration 60F (23544.730000 sec): 3 clusters
  Score: Raw -4758050.529664 + Penalty 3562.138707 = -4754488.390957
  nChanged 9
		SP:Iteration 61Q (23545.150000 sec): 3 clusters
  Score: Raw -4758051.656593 + Penalty 3562.138707 = -4754489.517886
  nChanged 11
		SP:Iteration 62Q (23545.560000 sec): 3 clusters
  Score: Raw -4758053.223201 + Penalty 3562.138707 = -4754491.084494
  nChanged 17
		SP:Iteration 63Q (23545.890000 sec): 3 clusters
  Score: Raw -4758056.200130 + Penalty 3562.138707 = -4754494.061423
  nChanged 22
		SP:Iteration 64Q (23546.310000 sec): 3 clusters
  Score: Raw -4758059.869540 + Penalty 3562.138707 = -4754497.730833
  nChanged 18
		SP:Iteration 65Q (23546.750000 sec): 3 clusters
  Score: Raw -4758062.547425 + Penalty 3562.138707 = -4754500.408718
  nChanged 12
		SP:Iteration 66Q (23547.270000 sec): 3 clusters
  Score: Raw -4758063.835687 + Penalty 3562.138707 = -4754501.696980
  nChanged 13
		SP:Iteration 67Q (23547.710000 sec): 3 clusters
  Score: Raw -4758065.421481 + Penalty 3562.138707 = -4754503.282774
  nChanged 9
		SP:Iteration 68Q (23548.110000 sec): 3 clusters
  Score: Raw -4758066.741036 + Penalty 3562.138707 = -4754504.602329
  nChanged 8
		SP:Iteration 69Q (23548.550000 sec): 3 clusters
  Score: Raw -4758067.370862 + Penalty 3562.138707 = -4754505.232155
  nChanged 7
		SP:Iteration 70Q (23548.980000 sec): 3 clusters
  Score: Raw -4758068.102846 + Penalty 3562.138707 = -4754505.964139
  nChanged 2
		SP:Iteration 71Q (23549.380000 sec): 3 clusters
  Score: Raw -4758068.289762 + Penalty 3562.138707 = -4754506.151055
  nChanged 3
		SP:Iteration 72Q (23549.760000 sec): 3 clusters
  Score: Raw -4758068.538311 + Penalty 3562.138707 = -4754506.399605
  nChanged 2
		SP:Iteration 73Q (23550.110000 sec): 3 clusters
  Score: Raw -4758068.776424 + Penalty 3562.138707 = -4754506.637717
  nChanged 3
		SP:Iteration 74Q (23550.510000 sec): 3 clusters
  Score: Raw -4758069.135190 + Penalty 3562.138707 = -4754506.996483
  nChanged 5
		SP:Iteration 75Q (23550.930000 sec): 3 clusters
  Score: Raw -4758069.521024 + Penalty 3562.138707 = -4754507.382318
  nChanged 8
		SP:Iteration 76Q (23551.360000 sec): 3 clusters
  Score: Raw -4758070.292849 + Penalty 3562.138707 = -4754508.154142
  nChanged 4
		SP:Iteration 77Q (23551.770000 sec): 3 clusters
  Score: Raw -4758070.843386 + Penalty 3562.138707 = -4754508.704680
  nChanged 5
		SP:Iteration 78Q (23552.160000 sec): 3 clusters
  Score: Raw -4758071.221741 + Penalty 3562.138707 = -4754509.083034
  nChanged 3
		SP:Iteration 79Q (23552.590000 sec): 3 clusters
  Score: Raw -4758071.432465 + Penalty 3562.138707 = -4754509.293758
  nChanged 4
		SP:Iteration 80F (23552.970000 sec): 3 clusters
  Score: Raw -4758071.985908 + Penalty 3562.138707 = -4754509.847202
  nChanged 4
		SP:Iteration 81Q (23553.430000 sec): 3 clusters
  Score: Raw -4758072.370121 + Penalty 3562.138707 = -4754510.231414
  nChanged 4
		SP:Iteration 82Q (23553.850000 sec): 3 clusters
  Score: Raw -4758072.710918 + Penalty 3562.138707 = -4754510.572211
  nChanged 3
		SP:Iteration 83Q (23554.240000 sec): 3 clusters
  Score: Raw -4758072.952054 + Penalty 3562.138707 = -4754510.813348
  nChanged 3
		SP:Iteration 84Q (23554.630000 sec): 3 clusters
  Score: Raw -4758073.282753 + Penalty 3562.138707 = -4754511.144046
  nChanged 3
		SP:Iteration 85Q (23555.070000 sec): 3 clusters
  Score: Raw -4758073.815625 + Penalty 3562.138707 = -4754511.676918
  nChanged 3
		SP:Iteration 86Q (23555.520000 sec): 3 clusters
  Score: Raw -4758074.160988 + Penalty 3562.138707 = -4754512.022282
  nChanged 3
		SP:Iteration 87Q (23555.970000 sec): 3 clusters
  Score: Raw -4758074.531235 + Penalty 3562.138707 = -4754512.392528
  nChanged 4
		SP:Iteration 88Q (23556.390000 sec): 3 clusters
  Score: Raw -4758074.951351 + Penalty 3562.138707 = -4754512.812645
  nChanged 4
		SP:Iteration 89Q (23556.810000 sec): 3 clusters
  Score: Raw -4758075.364472 + Penalty 3562.138707 = -4754513.225765
  nChanged 5
		SP:Iteration 90Q (23557.220000 sec): 3 clusters
  Score: Raw -4758075.896673 + Penalty 3562.138707 = -4754513.757966
  nChanged 4
		SP:Iteration 91Q (23557.670000 sec): 3 clusters
  Score: Raw -4758076.565996 + Penalty 3562.138707 = -4754514.427289
  nChanged 7
		SP:Iteration 92Q (23558.130000 sec): 3 clusters
  Score: Raw -4758077.234158 + Penalty 3562.138707 = -4754515.095451
  nChanged 3
		SP:Iteration 93Q (23558.520000 sec): 3 clusters
  Score: Raw -4758077.591560 + Penalty 3562.138707 = -4754515.452853
  nChanged 5
		SP:Iteration 94Q (23558.940000 sec): 3 clusters
  Score: Raw -4758078.045711 + Penalty 3562.138707 = -4754515.907004
  nChanged 2
		SP:Iteration 95Q (23559.330000 sec): 3 clusters
  Score: Raw -4758078.197544 + Penalty 3562.138707 = -4754516.058837
  nChanged 1
		SP:Iteration 96Q (23559.790000 sec): 3 clusters
  Score: Raw -4758078.281019 + Penalty 3562.138707 = -4754516.142312
  nChanged 2
		SP:Iteration 97Q (23560.210000 sec): 3 clusters
  Score: Raw -4758078.810319 + Penalty 3562.138707 = -4754516.671612
  nChanged 7
		SP:Iteration 98Q (23560.620000 sec): 3 clusters
  Score: Raw -4758079.505605 + Penalty 3562.138707 = -4754517.366898
  nChanged 4
		SP:Iteration 99Q (23561.070000 sec): 3 clusters
  Score: Raw -4758079.957187 + Penalty 3562.138707 = -4754517.818480
  nChanged 4
		SP:Iteration 100F (23561.470000 sec): 3 clusters
  Score: Raw -4758080.436309 + Penalty 3562.138707 = -4754518.297602
  nChanged 3
		SP:Iteration 101Q (23561.950000 sec): 3 clusters
  Score: Raw -4758080.822027 + Penalty 3562.138707 = -4754518.683320
  nChanged 5
		SP:Iteration 102Q (23562.370000 sec): 3 clusters
  Score: Raw -4758081.543355 + Penalty 3562.138707 = -4754519.404648
  nChanged 7
		SP:Iteration 103Q (23562.920000 sec): 3 clusters
  Score: Raw -4758082.510700 + Penalty 3562.138707 = -4754520.371993
  nChanged 6
		SP:Iteration 104Q (23563.410000 sec): 3 clusters
  Score: Raw -4758083.098703 + Penalty 3562.138707 = -4754520.959996
  nChanged 4
		SP:Iteration 105Q (23563.880000 sec): 3 clusters
  Score: Raw -4758083.550018 + Penalty 3562.138707 = -4754521.411311
  nChanged 7
		SP:Iteration 106Q (23564.360000 sec): 3 clusters
  Score: Raw -4758084.485798 + Penalty 3562.138707 = -4754522.347091
  nChanged 7
		SP:Iteration 107Q (23564.860000 sec): 3 clusters
  Score: Raw -4758085.230798 + Penalty 3562.138707 = -4754523.092092
  nChanged 2
		SP:Iteration 108Q (23565.290000 sec): 3 clusters
  Score: Raw -4758085.588230 + Penalty 3562.138707 = -4754523.449523
  nChanged 4
		SP:Iteration 109Q (23565.780000 sec): 3 clusters
  Score: Raw -4758085.875534 + Penalty 3562.138707 = -4754523.736827
  nChanged 2
		SP:Iteration 110Q (23566.240000 sec): 3 clusters
  Score: Raw -4758086.053295 + Penalty 3562.138707 = -4754523.914588
  nChanged 1
		SP:Iteration 111Q (23566.680000 sec): 3 clusters
  Score: Raw -4758086.123534 + Penalty 3562.138707 = -4754523.984828
  nChanged 2
		SP:Iteration 112Q (23567.100000 sec): 3 clusters
  Score: Raw -4758086.302381 + Penalty 3562.138707 = -4754524.163674
  nChanged 1
		SP:Iteration 113Q (23567.540000 sec): 3 clusters
  Score: Raw -4758086.433729 + Penalty 3562.138707 = -4754524.295022
  nChanged 2
		SP:Iteration 114Q (23568.020000 sec): 3 clusters
  Score: Raw -4758086.596096 + Penalty 3562.138707 = -4754524.457389
  nChanged 1
		SP:Iteration 115Q (23568.420000 sec): 3 clusters
  Score: Raw -4758086.756603 + Penalty 3562.138707 = -4754524.617896
  nChanged 2
		SP:Iteration 116Q (23568.840000 sec): 3 clusters
  Score: Raw -4758086.987256 + Penalty 3562.138707 = -4754524.848549
  nChanged 1
		SP:Iteration 117Q (23569.280000 sec): 3 clusters
  Score: Raw -4758087.052592 + Penalty 3562.138707 = -4754524.913886
  nChanged 0
		SP:Iteration 118F (23569.700000 sec): 3 clusters
  Score: Raw -4758087.052592 + Penalty 3562.138707 = -4754524.913886
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 2 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23569.820000 sec): 2 clusters
  Score: Raw -17154.331466 + Penalty 896.586096 = -16257.745370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23570.050000 sec): 3 clusters
  Score: Raw -17214.827952 + Penalty 1793.172191 = -15421.655761
  nChanged 36
		SP:Iteration 1F (23570.220000 sec): 3 clusters
  Score: Raw -17298.950352 + Penalty 1793.172191 = -15505.778161
  nChanged 12
		SP:Iteration 2Q (23570.440000 sec): 3 clusters
  Score: Raw -17331.372616 + Penalty 1793.172191 = -15538.200424
  nChanged 6
		SP:Iteration 3Q (23570.630000 sec): 3 clusters
  Score: Raw -17347.109105 + Penalty 1793.172191 = -15553.936913
  nChanged 3
		SP:Iteration 4Q (23570.830000 sec): 3 clusters
  Score: Raw -17351.708600 + Penalty 1793.172191 = -15558.536409
  nChanged 0
		SP:Iteration 5F (23571.060000 sec): 3 clusters
  Score: Raw -17351.708600 + Penalty 1793.172191 = -15558.536409
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 3 (5367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23571.170000 sec): 2 clusters
  Score: Raw -452227.996751 + Penalty 1395.553960 = -450832.442790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23571.360000 sec): 3 clusters
  Score: Raw -449417.044790 + Penalty 2791.107921 = -446625.936869
  nChanged 2220
		SP:Iteration 1F (23571.610000 sec): 3 clusters
  Score: Raw -450625.498365 + Penalty 2791.107921 = -447834.390444
  nChanged 359
		SP:Iteration 2F (23571.820000 sec): 3 clusters
  Score: Raw -450851.050379 + Penalty 2791.107921 = -448059.942458
  nChanged 330
		SP:Iteration 3F (23572.070000 sec): 3 clusters
  Score: Raw -451069.822727 + Penalty 2791.107921 = -448278.714806
  nChanged 298
		SP:Iteration 4F (23572.300000 sec): 3 clusters
  Score: Raw -451279.013450 + Penalty 2791.107921 = -448487.905529
  nChanged 272
		SP:Iteration 5F (23572.560000 sec): 3 clusters
  Score: Raw -451501.678667 + Penalty 2791.107921 = -448710.570746
  nChanged 293
		SP:Iteration 6F (23572.780000 sec): 3 clusters
  Score: Raw -451743.187396 + Penalty 2791.107921 = -448952.079475
  nChanged 274
		SP:Iteration 7F (23573.040000 sec): 3 clusters
  Score: Raw -451928.018515 + Penalty 2791.107921 = -449136.910594
  nChanged 245
		SP:Iteration 8Q (23573.260000 sec): 3 clusters
  Score: Raw -452080.620652 + Penalty 2791.107921 = -449289.512732
  nChanged 184
		SP:Iteration 9Q (23573.440000 sec): 3 clusters
  Score: Raw -452169.206923 + Penalty 2791.107921 = -449378.099002
  nChanged 141
		SP:Iteration 10Q (23573.680000 sec): 3 clusters
  Score: Raw -452248.981212 + Penalty 2791.107921 = -449457.873291
  nChanged 131
		SP:Iteration 11Q (23573.900000 sec): 3 clusters
  Score: Raw -452302.759560 + Penalty 2791.107921 = -449511.651639
  nChanged 96
		SP:Iteration 12Q (23574.090000 sec): 3 clusters
  Score: Raw -452333.758992 + Penalty 2791.107921 = -449542.651071
  nChanged 62
		SP:Iteration 13Q (23574.310000 sec): 3 clusters
  Score: Raw -452352.546893 + Penalty 2791.107921 = -449561.438972
  nChanged 42
		SP:Iteration 14Q (23574.510000 sec): 3 clusters
  Score: Raw -452362.990266 + Penalty 2791.107921 = -449571.882345
  nChanged 32
		SP:Iteration 15Q (23574.710000 sec): 3 clusters
  Score: Raw -452371.400905 + Penalty 2791.107921 = -449580.292984
  nChanged 28
		SP:Iteration 16Q (23574.880000 sec): 3 clusters
  Score: Raw -452377.621374 + Penalty 2791.107921 = -449586.513453
  nChanged 22
		SP:Iteration 17Q (23575.080000 sec): 3 clusters
  Score: Raw -452382.604305 + Penalty 2791.107921 = -449591.496384
  nChanged 16
		SP:Iteration 18Q (23575.280000 sec): 3 clusters
  Score: Raw -452386.169038 + Penalty 2791.107921 = -449595.061117
  nChanged 14
		SP:Iteration 19Q (23575.490000 sec): 3 clusters
  Score: Raw -452389.290054 + Penalty 2791.107921 = -449598.182133
  nChanged 10
		SP:Iteration 20F (23575.680000 sec): 3 clusters
  Score: Raw -452391.036432 + Penalty 2791.107921 = -449599.928511
  nChanged 8
		SP:Iteration 21Q (23575.860000 sec): 3 clusters
  Score: Raw -452392.636344 + Penalty 2791.107921 = -449601.528423
  nChanged 7
		SP:Iteration 22Q (23576.070000 sec): 3 clusters
  Score: Raw -452394.622051 + Penalty 2791.107921 = -449603.514130
  nChanged 10
		SP:Iteration 23Q (23576.280000 sec): 3 clusters
  Score: Raw -452397.245702 + Penalty 2791.107921 = -449606.137781
  nChanged 12
		SP:Iteration 24Q (23576.500000 sec): 3 clusters
  Score: Raw -452400.164094 + Penalty 2791.107921 = -449609.056173
  nChanged 11
		SP:Iteration 25Q (23576.690000 sec): 3 clusters
  Score: Raw -452402.555140 + Penalty 2791.107921 = -449611.447219
  nChanged 13
		SP:Iteration 26Q (23576.910000 sec): 3 clusters
  Score: Raw -452405.453236 + Penalty 2791.107921 = -449614.345315
  nChanged 11
		SP:Iteration 27Q (23577.140000 sec): 3 clusters
  Score: Raw -452407.300822 + Penalty 2791.107921 = -449616.192901
  nChanged 7
		SP:Iteration 28Q (23577.380000 sec): 3 clusters
  Score: Raw -452408.865533 + Penalty 2791.107921 = -449617.757612
  nChanged 12
		SP:Iteration 29Q (23577.590000 sec): 3 clusters
  Score: Raw -452412.750179 + Penalty 2791.107921 = -449621.642258
  nChanged 8
		SP:Iteration 30Q (23577.820000 sec): 3 clusters
  Score: Raw -452415.030026 + Penalty 2791.107921 = -449623.922105
  nChanged 5
		SP:Iteration 31Q (23578.010000 sec): 3 clusters
  Score: Raw -452416.581144 + Penalty 2791.107921 = -449625.473223
  nChanged 10
		SP:Iteration 32Q (23578.170000 sec): 3 clusters
  Score: Raw -452419.336608 + Penalty 2791.107921 = -449628.228687
  nChanged 16
		SP:Iteration 33Q (23578.360000 sec): 3 clusters
  Score: Raw -452425.355593 + Penalty 2791.107921 = -449634.247672
  nChanged 24
		SP:Iteration 34Q (23578.600000 sec): 3 clusters
  Score: Raw -452438.427243 + Penalty 2791.107921 = -449647.319322
  nChanged 31
		SP:Iteration 35Q (23578.780000 sec): 3 clusters
  Score: Raw -452455.803693 + Penalty 2791.107921 = -449664.695772
  nChanged 49
		SP:Iteration 36Q (23579.020000 sec): 3 clusters
  Score: Raw -452484.135869 + Penalty 2791.107921 = -449693.027948
  nChanged 66
		SP:Iteration 37Q (23579.190000 sec): 3 clusters
  Score: Raw -452522.182737 + Penalty 2791.107921 = -449731.074816
  nChanged 72
		SP:Iteration 38Q (23579.470000 sec): 3 clusters
  Score: Raw -452574.707835 + Penalty 2791.107921 = -449783.599914
  nChanged 80
		SP:Iteration 39Q (23579.650000 sec): 3 clusters
  Score: Raw -452633.151409 + Penalty 2791.107921 = -449842.043488
  nChanged 99
		SP:Iteration 40F (23579.870000 sec): 3 clusters
  Score: Raw -452710.476542 + Penalty 2791.107921 = -449919.368621
  nChanged 114
		SP:Iteration 41Q (23580.130000 sec): 3 clusters
  Score: Raw -452798.525670 + Penalty 2791.107921 = -450007.417749
  nChanged 128
		SP:Iteration 42Q (23580.330000 sec): 3 clusters
  Score: Raw -452903.032901 + Penalty 2791.107921 = -450111.924980
  nChanged 136
		SP:Iteration 43Q (23580.530000 sec): 3 clusters
  Score: Raw -453030.322088 + Penalty 2791.107921 = -450239.214167
  nChanged 145
		SP:Iteration 44Q (23580.690000 sec): 3 clusters
  Score: Raw -453161.459896 + Penalty 2791.107921 = -450370.351975
  nChanged 124
		SP:Iteration 45Q (23580.930000 sec): 3 clusters
  Score: Raw -453248.173936 + Penalty 2791.107921 = -450457.066015
  nChanged 77
		SP:Iteration 46Q (23581.170000 sec): 3 clusters
  Score: Raw -453293.684281 + Penalty 2791.107921 = -450502.576360
  nChanged 63
		SP:Iteration 47Q (23581.350000 sec): 3 clusters
  Score: Raw -453323.717900 + Penalty 2791.107921 = -450532.609979
  nChanged 37
		SP:Iteration 48Q (23581.530000 sec): 3 clusters
  Score: Raw -453340.417551 + Penalty 2791.107921 = -450549.309631
  nChanged 30
		SP:Iteration 49Q (23581.710000 sec): 3 clusters
  Score: Raw -453351.218948 + Penalty 2791.107921 = -450560.111027
  nChanged 20
		SP:Iteration 50Q (23581.880000 sec): 3 clusters
  Score: Raw -453356.343921 + Penalty 2791.107921 = -450565.236000
  nChanged 9
		SP:Iteration 51Q (23582.110000 sec): 3 clusters
  Score: Raw -453358.953673 + Penalty 2791.107921 = -450567.845752
  nChanged 5
		SP:Iteration 52Q (23582.290000 sec): 3 clusters
  Score: Raw -453360.676943 + Penalty 2791.107921 = -450569.569022
  nChanged 5
		SP:Iteration 53Q (23582.510000 sec): 3 clusters
  Score: Raw -453361.770594 + Penalty 2791.107921 = -450570.662673
  nChanged 2
		SP:Iteration 54Q (23582.710000 sec): 3 clusters
  Score: Raw -453362.721423 + Penalty 2791.107921 = -450571.613502
  nChanged 3
		SP:Iteration 55Q (23582.900000 sec): 3 clusters
  Score: Raw -453363.354564 + Penalty 2791.107921 = -450572.246643
  nChanged 1
		SP:Iteration 56Q (23583.090000 sec): 3 clusters
  Score: Raw -453363.705040 + Penalty 2791.107921 = -450572.597119
  nChanged 2
		SP:Iteration 57Q (23583.270000 sec): 3 clusters
  Score: Raw -453364.096149 + Penalty 2791.107921 = -450572.988228
  nChanged 2
		SP:Iteration 58Q (23583.490000 sec): 3 clusters
  Score: Raw -453364.503239 + Penalty 2791.107921 = -450573.395318
  nChanged 1
		SP:Iteration 59Q (23583.670000 sec): 3 clusters
  Score: Raw -453364.606018 + Penalty 2791.107921 = -450573.498097
  nChanged 1
		SP:Iteration 60F (23583.910000 sec): 3 clusters
  Score: Raw -453364.657373 + Penalty 2791.107921 = -450573.549452
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 4 (4398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23583.990000 sec): 2 clusters
  Score: Raw -371618.439640 + Penalty 1363.197090 = -370255.242550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23584.170000 sec): 3 clusters
  Score: Raw -369382.336301 + Penalty 2726.394181 = -366655.942120
  nChanged 1779
		SP:Iteration 1F (23584.360000 sec): 3 clusters
  Score: Raw -370379.441716 + Penalty 2726.394181 = -367653.047535
  nChanged 332
		SP:Iteration 2F (23584.530000 sec): 3 clusters
  Score: Raw -370554.203676 + Penalty 2726.394181 = -367827.809496
  nChanged 221
		SP:Iteration 3F (23584.710000 sec): 3 clusters
  Score: Raw -370671.032290 + Penalty 2726.394181 = -367944.638109
  nChanged 182
		SP:Iteration 4Q (23584.920000 sec): 3 clusters
  Score: Raw -370769.076315 + Penalty 2726.394181 = -368042.682134
  nChanged 174
		SP:Iteration 5Q (23585.120000 sec): 3 clusters
  Score: Raw -370876.599840 + Penalty 2726.394181 = -368150.205659
  nChanged 181
		SP:Iteration 6Q (23585.320000 sec): 3 clusters
  Score: Raw -370991.570377 + Penalty 2726.394181 = -368265.176197
  nChanged 173
		SP:Iteration 7Q (23585.520000 sec): 3 clusters
  Score: Raw -371120.398296 + Penalty 2726.394181 = -368394.004116
  nChanged 166
		SP:Iteration 8Q (23585.700000 sec): 3 clusters
  Score: Raw -371233.990212 + Penalty 2726.394181 = -368507.596031
  nChanged 131
		SP:Iteration 9Q (23585.920000 sec): 3 clusters
  Score: Raw -371316.947639 + Penalty 2726.394181 = -368590.553458
  nChanged 115
		SP:Iteration 10Q (23586.080000 sec): 3 clusters
  Score: Raw -371396.902550 + Penalty 2726.394181 = -368670.508370
  nChanged 104
		SP:Iteration 11Q (23586.310000 sec): 3 clusters
  Score: Raw -371470.632330 + Penalty 2726.394181 = -368744.238149
  nChanged 111
		SP:Iteration 12Q (23586.480000 sec): 3 clusters
  Score: Raw -371564.601248 + Penalty 2726.394181 = -368838.207067
  nChanged 86
		SP:Iteration 13Q (23586.680000 sec): 3 clusters
  Score: Raw -371632.561900 + Penalty 2726.394181 = -368906.167719
  nChanged 70
		SP:Iteration 14Q (23586.870000 sec): 3 clusters
  Score: Raw -371685.372333 + Penalty 2726.394181 = -368958.978153
  nChanged 72
		SP:Iteration 15Q (23587.040000 sec): 3 clusters
  Score: Raw -371735.847663 + Penalty 2726.394181 = -369009.453482
  nChanged 49
		SP:Iteration 16Q (23587.270000 sec): 3 clusters
  Score: Raw -371771.299087 + Penalty 2726.394181 = -369044.904906
  nChanged 45
		SP:Iteration 17Q (23587.460000 sec): 3 clusters
  Score: Raw -371811.005441 + Penalty 2726.394181 = -369084.611260
  nChanged 38
		SP:Iteration 18Q (23587.670000 sec): 3 clusters
  Score: Raw -371842.701929 + Penalty 2726.394181 = -369116.307749
  nChanged 24
		SP:Iteration 19Q (23587.860000 sec): 3 clusters
  Score: Raw -371860.241375 + Penalty 2726.394181 = -369133.847194
  nChanged 13
		SP:Iteration 20F (23588.030000 sec): 3 clusters
  Score: Raw -371867.047549 + Penalty 2726.394181 = -369140.653368
  nChanged 11
		SP:Iteration 21Q (23588.270000 sec): 3 clusters
  Score: Raw -371873.323120 + Penalty 2726.394181 = -369146.928939
  nChanged 6
		SP:Iteration 22Q (23588.480000 sec): 3 clusters
  Score: Raw -371877.033832 + Penalty 2726.394181 = -369150.639651
  nChanged 5
		SP:Iteration 23Q (23588.630000 sec): 3 clusters
  Score: Raw -371879.054780 + Penalty 2726.394181 = -369152.660600
  nChanged 4
		SP:Iteration 24Q (23588.900000 sec): 3 clusters
  Score: Raw -371880.519261 + Penalty 2726.394181 = -369154.125081
  nChanged 2
		SP:Iteration 25Q (23589.090000 sec): 3 clusters
  Score: Raw -371881.856828 + Penalty 2726.394181 = -369155.462647
  nChanged 2
		SP:Iteration 26Q (23589.270000 sec): 3 clusters
  Score: Raw -371883.000432 + Penalty 2726.394181 = -369156.606252
  nChanged 2
		SP:Iteration 27Q (23589.480000 sec): 3 clusters
  Score: Raw -371884.350902 + Penalty 2726.394181 = -369157.956721
  nChanged 1
		SP:Iteration 28Q (23589.690000 sec): 3 clusters
  Score: Raw -371884.780835 + Penalty 2726.394181 = -369158.386655
  nChanged 0
		SP:Iteration 29F (23589.890000 sec): 3 clusters
  Score: Raw -371884.780835 + Penalty 2726.394181 = -369158.386655
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 5 (6945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23590.010000 sec): 2 clusters
  Score: Raw -574035.148498 + Penalty 1437.438804 = -572597.709694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23590.230000 sec): 3 clusters
  Score: Raw -570276.674915 + Penalty 2874.877608 = -567401.797307
  nChanged 2920
		SP:Iteration 1F (23590.430000 sec): 3 clusters
  Score: Raw -571869.894620 + Penalty 2874.877608 = -568995.017012
  nChanged 416
		SP:Iteration 2F (23590.650000 sec): 3 clusters
  Score: Raw -572058.355916 + Penalty 2874.877608 = -569183.478308
  nChanged 350
		SP:Iteration 3F (23590.840000 sec): 3 clusters
  Score: Raw -572226.913175 + Penalty 2874.877608 = -569352.035567
  nChanged 291
		SP:Iteration 4Q (23591.060000 sec): 3 clusters
  Score: Raw -572356.389527 + Penalty 2874.877608 = -569481.511919
  nChanged 252
		SP:Iteration 5Q (23591.280000 sec): 3 clusters
  Score: Raw -572468.063298 + Penalty 2874.877608 = -569593.185690
  nChanged 246
		SP:Iteration 6Q (23591.500000 sec): 3 clusters
  Score: Raw -572579.843571 + Penalty 2874.877608 = -569704.965963
  nChanged 239
		SP:Iteration 7Q (23591.720000 sec): 3 clusters
  Score: Raw -572684.126242 + Penalty 2874.877608 = -569809.248634
  nChanged 225
		SP:Iteration 8Q (23591.960000 sec): 3 clusters
  Score: Raw -572783.082072 + Penalty 2874.877608 = -569908.204464
  nChanged 208
		SP:Iteration 9Q (23592.120000 sec): 3 clusters
  Score: Raw -572880.564607 + Penalty 2874.877608 = -570005.686999
  nChanged 200
		SP:Iteration 10Q (23592.330000 sec): 3 clusters
  Score: Raw -572981.476336 + Penalty 2874.877608 = -570106.598728
  nChanged 206
		SP:Iteration 11Q (23592.560000 sec): 3 clusters
  Score: Raw -573089.080418 + Penalty 2874.877608 = -570214.202810
  nChanged 217
		SP:Iteration 12Q (23592.760000 sec): 3 clusters
  Score: Raw -573205.458953 + Penalty 2874.877608 = -570330.581345
  nChanged 201
		SP:Iteration 13Q (23593.030000 sec): 3 clusters
  Score: Raw -573312.746419 + Penalty 2874.877608 = -570437.868811
  nChanged 187
		SP:Iteration 14Q (23593.240000 sec): 3 clusters
  Score: Raw -573422.098759 + Penalty 2874.877608 = -570547.221151
  nChanged 168
		SP:Iteration 15Q (23593.440000 sec): 3 clusters
  Score: Raw -573508.216299 + Penalty 2874.877608 = -570633.338691
  nChanged 146
		SP:Iteration 16Q (23593.650000 sec): 3 clusters
  Score: Raw -573586.457423 + Penalty 2874.877608 = -570711.579815
  nChanged 159
		SP:Iteration 17Q (23593.870000 sec): 3 clusters
  Score: Raw -573691.741319 + Penalty 2874.877608 = -570816.863711
  nChanged 151
		SP:Iteration 18Q (23594.060000 sec): 3 clusters
  Score: Raw -573788.720170 + Penalty 2874.877608 = -570913.842562
  nChanged 132
		SP:Iteration 19Q (23594.290000 sec): 3 clusters
  Score: Raw -573878.776909 + Penalty 2874.877608 = -571003.899301
  nChanged 103
		SP:Iteration 20F (23594.530000 sec): 3 clusters
  Score: Raw -573944.222752 + Penalty 2874.877608 = -571069.345144
  nChanged 88
		SP:Iteration 21Q (23594.770000 sec): 3 clusters
  Score: Raw -573994.172532 + Penalty 2874.877608 = -571119.294924
  nChanged 80
		SP:Iteration 22Q (23594.970000 sec): 3 clusters
  Score: Raw -574041.426386 + Penalty 2874.877608 = -571166.548778
  nChanged 64
		SP:Iteration 23Q (23595.220000 sec): 3 clusters
  Score: Raw -574077.660935 + Penalty 2874.877608 = -571202.783327
  nChanged 62
		SP:Iteration 24Q (23595.400000 sec): 3 clusters
  Score: Raw -574110.590999 + Penalty 2874.877608 = -571235.713391
  nChanged 40
		SP:Iteration 25Q (23595.630000 sec): 3 clusters
  Score: Raw -574133.640997 + Penalty 2874.877608 = -571258.763389
  nChanged 36
		SP:Iteration 26Q (23595.870000 sec): 3 clusters
  Score: Raw -574151.607753 + Penalty 2874.877608 = -571276.730145
  nChanged 38
		SP:Iteration 27Q (23596.110000 sec): 3 clusters
  Score: Raw -574171.873463 + Penalty 2874.877608 = -571296.995855
  nChanged 35
		SP:Iteration 28Q (23596.320000 sec): 3 clusters
  Score: Raw -574189.307427 + Penalty 2874.877608 = -571314.429820
  nChanged 24
		SP:Iteration 29Q (23596.500000 sec): 3 clusters
  Score: Raw -574202.035415 + Penalty 2874.877608 = -571327.157807
  nChanged 16
		SP:Iteration 30Q (23596.770000 sec): 3 clusters
  Score: Raw -574211.194872 + Penalty 2874.877608 = -571336.317264
  nChanged 16
		SP:Iteration 31Q (23596.980000 sec): 3 clusters
  Score: Raw -574219.082914 + Penalty 2874.877608 = -571344.205306
  nChanged 8
		SP:Iteration 32Q (23597.170000 sec): 3 clusters
  Score: Raw -574223.641843 + Penalty 2874.877608 = -571348.764235
  nChanged 7
		SP:Iteration 33Q (23597.390000 sec): 3 clusters
  Score: Raw -574227.936539 + Penalty 2874.877608 = -571353.058931
  nChanged 5
		SP:Iteration 34Q (23597.620000 sec): 3 clusters
  Score: Raw -574229.329007 + Penalty 2874.877608 = -571354.451399
  nChanged 3
		SP:Iteration 35Q (23597.810000 sec): 3 clusters
  Score: Raw -574232.289801 + Penalty 2874.877608 = -571357.412193
  nChanged 4
		SP:Iteration 36Q (23598.060000 sec): 3 clusters
  Score: Raw -574235.787916 + Penalty 2874.877608 = -571360.910308
  nChanged 6
		SP:Iteration 37Q (23598.250000 sec): 3 clusters
  Score: Raw -574239.928307 + Penalty 2874.877608 = -571365.050699
  nChanged 1
		SP:Iteration 38Q (23598.510000 sec): 3 clusters
  Score: Raw -574240.408792 + Penalty 2874.877608 = -571365.531184
  nChanged 2
		SP:Iteration 39Q (23598.690000 sec): 3 clusters
  Score: Raw -574241.444749 + Penalty 2874.877608 = -571366.567141
  nChanged 3
		SP:Iteration 40F (23598.930000 sec): 3 clusters
  Score: Raw -574242.765924 + Penalty 2874.877608 = -571367.888316
  nChanged 3
		SP:Iteration 41Q (23599.140000 sec): 3 clusters
  Score: Raw -574243.987305 + Penalty 2874.877608 = -571369.109698
  nChanged 2
		SP:Iteration 42Q (23599.350000 sec): 3 clusters
  Score: Raw -574244.826817 + Penalty 2874.877608 = -571369.949209
  nChanged 2
		SP:Iteration 43Q (23599.520000 sec): 3 clusters
  Score: Raw -574246.385670 + Penalty 2874.877608 = -571371.508062
  nChanged 1
		SP:Iteration 44Q (23599.750000 sec): 3 clusters
  Score: Raw -574247.438191 + Penalty 2874.877608 = -571372.560583
  nChanged 2
		SP:Iteration 45Q (23599.970000 sec): 3 clusters
  Score: Raw -574249.227660 + Penalty 2874.877608 = -571374.350052
  nChanged 2
		SP:Iteration 46Q (23600.150000 sec): 3 clusters
  Score: Raw -574250.099011 + Penalty 2874.877608 = -571375.221403
  nChanged 0
		SP:Iteration 47F (23600.360000 sec): 3 clusters
  Score: Raw -574250.099011 + Penalty 2874.877608 = -571375.221403
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 6 (4012 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23600.490000 sec): 2 clusters
  Score: Raw -351841.959356 + Penalty 1348.269837 = -350493.689519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23600.680000 sec): 3 clusters
  Score: Raw -349900.871164 + Penalty 2696.539673 = -347204.331491
  nChanged 1546
		SP:Iteration 1F (23600.890000 sec): 3 clusters
  Score: Raw -350745.693754 + Penalty 2696.539673 = -348049.154081
  nChanged 283
		SP:Iteration 2F (23601.110000 sec): 3 clusters
  Score: Raw -350942.357580 + Penalty 2696.539673 = -348245.817907
  nChanged 220
		SP:Iteration 3F (23601.300000 sec): 3 clusters
  Score: Raw -351071.404864 + Penalty 2696.539673 = -348374.865190
  nChanged 156
		SP:Iteration 4Q (23601.520000 sec): 3 clusters
  Score: Raw -351154.542534 + Penalty 2696.539673 = -348458.002860
  nChanged 131
		SP:Iteration 5Q (23601.700000 sec): 3 clusters
  Score: Raw -351220.816064 + Penalty 2696.539673 = -348524.276391
  nChanged 111
		SP:Iteration 6Q (23601.870000 sec): 3 clusters
  Score: Raw -351283.563081 + Penalty 2696.539673 = -348587.023408
  nChanged 114
		SP:Iteration 7Q (23602.100000 sec): 3 clusters
  Score: Raw -351361.386055 + Penalty 2696.539673 = -348664.846382
  nChanged 128
		SP:Iteration 8Q (23602.280000 sec): 3 clusters
  Score: Raw -351462.502471 + Penalty 2696.539673 = -348765.962797
  nChanged 136
		SP:Iteration 9Q (23602.520000 sec): 3 clusters
  Score: Raw -351580.984763 + Penalty 2696.539673 = -348884.445090
  nChanged 153
		SP:Iteration 10Q (23602.700000 sec): 3 clusters
  Score: Raw -351754.654643 + Penalty 2696.539673 = -349058.114970
  nChanged 169
		SP:Iteration 11Q (23602.900000 sec): 3 clusters
  Score: Raw -351963.014225 + Penalty 2696.539673 = -349266.474552
  nChanged 166
		SP:Iteration 12Q (23603.090000 sec): 3 clusters
  Score: Raw -352142.618558 + Penalty 2696.539673 = -349446.078885
  nChanged 172
		SP:Iteration 13Q (23603.300000 sec): 3 clusters
  Score: Raw -352278.014687 + Penalty 2696.539673 = -349581.475014
  nChanged 145
		SP:Iteration 14Q (23603.490000 sec): 3 clusters
  Score: Raw -352379.827510 + Penalty 2696.539673 = -349683.287837
  nChanged 122
		SP:Iteration 15Q (23603.690000 sec): 3 clusters
  Score: Raw -352442.506841 + Penalty 2696.539673 = -349745.967168
  nChanged 79
		SP:Iteration 16Q (23603.860000 sec): 3 clusters
  Score: Raw -352475.628612 + Penalty 2696.539673 = -349779.088939
  nChanged 57
		SP:Iteration 17Q (23604.050000 sec): 3 clusters
  Score: Raw -352497.240959 + Penalty 2696.539673 = -349800.701286
  nChanged 43
		SP:Iteration 18Q (23604.210000 sec): 3 clusters
  Score: Raw -352510.983088 + Penalty 2696.539673 = -349814.443414
  nChanged 28
		SP:Iteration 19Q (23604.390000 sec): 3 clusters
  Score: Raw -352522.398645 + Penalty 2696.539673 = -349825.858971
  nChanged 34
		SP:Iteration 20F (23604.610000 sec): 3 clusters
  Score: Raw -352533.069308 + Penalty 2696.539673 = -349836.529635
  nChanged 18
		SP:Iteration 21Q (23604.820000 sec): 3 clusters
  Score: Raw -352537.471412 + Penalty 2696.539673 = -349840.931738
  nChanged 13
		SP:Iteration 22Q (23604.990000 sec): 3 clusters
  Score: Raw -352541.233748 + Penalty 2696.539673 = -349844.694075
  nChanged 8
		SP:Iteration 23Q (23605.210000 sec): 3 clusters
  Score: Raw -352543.054622 + Penalty 2696.539673 = -349846.514949
  nChanged 9
		SP:Iteration 24Q (23605.390000 sec): 3 clusters
  Score: Raw -352545.626702 + Penalty 2696.539673 = -349849.087029
  nChanged 10
		SP:Iteration 25Q (23605.580000 sec): 3 clusters
  Score: Raw -352548.481559 + Penalty 2696.539673 = -349851.941886
  nChanged 11
		SP:Iteration 26Q (23605.810000 sec): 3 clusters
  Score: Raw -352551.326690 + Penalty 2696.539673 = -349854.787017
  nChanged 8
		SP:Iteration 27Q (23606.010000 sec): 3 clusters
  Score: Raw -352553.234601 + Penalty 2696.539673 = -349856.694927
  nChanged 5
		SP:Iteration 28Q (23606.180000 sec): 3 clusters
  Score: Raw -352554.284404 + Penalty 2696.539673 = -349857.744731
  nChanged 4
		SP:Iteration 29Q (23606.370000 sec): 3 clusters
  Score: Raw -352555.075940 + Penalty 2696.539673 = -349858.536267
  nChanged 4
		SP:Iteration 30Q (23606.600000 sec): 3 clusters
  Score: Raw -352555.912326 + Penalty 2696.539673 = -349859.372652
  nChanged 6
		SP:Iteration 31Q (23606.810000 sec): 3 clusters
  Score: Raw -352557.492622 + Penalty 2696.539673 = -349860.952949
  nChanged 2
		SP:Iteration 32Q (23607.000000 sec): 3 clusters
  Score: Raw -352557.966228 + Penalty 2696.539673 = -349861.426555
  nChanged 3
		SP:Iteration 33Q (23607.140000 sec): 3 clusters
  Score: Raw -352558.847577 + Penalty 2696.539673 = -349862.307904
  nChanged 3
		SP:Iteration 34Q (23607.300000 sec): 3 clusters
  Score: Raw -352559.530093 + Penalty 2696.539673 = -349862.990419
  nChanged 4
		SP:Iteration 35Q (23607.510000 sec): 3 clusters
  Score: Raw -352560.428219 + Penalty 2696.539673 = -349863.888546
  nChanged 3
		SP:Iteration 36Q (23607.690000 sec): 3 clusters
  Score: Raw -352561.092303 + Penalty 2696.539673 = -349864.552629
  nChanged 2
		SP:Iteration 37Q (23607.840000 sec): 3 clusters
  Score: Raw -352561.358222 + Penalty 2696.539673 = -349864.818549
  nChanged 0
		SP:Iteration 38F (23608.040000 sec): 3 clusters
  Score: Raw -352561.358222 + Penalty 2696.539673 = -349864.818549
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 7 (6841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23608.150000 sec): 2 clusters
  Score: Raw -650433.222435 + Penalty 1434.986995 = -648998.235440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23608.390000 sec): 3 clusters
  Score: Raw -646737.668139 + Penalty 2869.973990 = -643867.694150
  nChanged 2828
		SP:Iteration 1F (23608.600000 sec): 3 clusters
  Score: Raw -648194.218886 + Penalty 2869.973990 = -645324.244897
  nChanged 389
		SP:Iteration 2F (23608.830000 sec): 3 clusters
  Score: Raw -648356.057318 + Penalty 2869.973990 = -645486.083329
  nChanged 306
		SP:Iteration 3Q (23609.060000 sec): 3 clusters
  Score: Raw -648480.787547 + Penalty 2869.973990 = -645610.813557
  nChanged 262
		SP:Iteration 4Q (23609.270000 sec): 3 clusters
  Score: Raw -648586.246587 + Penalty 2869.973990 = -645716.272597
  nChanged 240
		SP:Iteration 5Q (23609.460000 sec): 3 clusters
  Score: Raw -648673.980001 + Penalty 2869.973990 = -645804.006011
  nChanged 193
		SP:Iteration 6Q (23609.720000 sec): 3 clusters
  Score: Raw -648743.981562 + Penalty 2869.973990 = -645874.007573
  nChanged 171
		SP:Iteration 7Q (23609.900000 sec): 3 clusters
  Score: Raw -648799.955705 + Penalty 2869.973990 = -645929.981716
  nChanged 160
		SP:Iteration 8Q (23610.090000 sec): 3 clusters
  Score: Raw -648850.297302 + Penalty 2869.973990 = -645980.323312
  nChanged 142
		SP:Iteration 9Q (23610.270000 sec): 3 clusters
  Score: Raw -648890.369655 + Penalty 2869.973990 = -646020.395666
  nChanged 129
		SP:Iteration 10Q (23610.470000 sec): 3 clusters
  Score: Raw -648923.152958 + Penalty 2869.973990 = -646053.178969
  nChanged 105
		SP:Iteration 11Q (23610.650000 sec): 3 clusters
  Score: Raw -648951.041469 + Penalty 2869.973990 = -646081.067479
  nChanged 103
		SP:Iteration 12Q (23610.830000 sec): 3 clusters
  Score: Raw -648973.853548 + Penalty 2869.973990 = -646103.879558
  nChanged 80
		SP:Iteration 13Q (23611.010000 sec): 3 clusters
  Score: Raw -648990.731128 + Penalty 2869.973990 = -646120.757139
  nChanged 68
		SP:Iteration 14Q (23611.260000 sec): 3 clusters
  Score: Raw -649009.563626 + Penalty 2869.973990 = -646139.589637
  nChanged 73
		SP:Iteration 15Q (23611.420000 sec): 3 clusters
  Score: Raw -649027.373243 + Penalty 2869.973990 = -646157.399254
  nChanged 69
		SP:Iteration 16Q (23611.650000 sec): 3 clusters
  Score: Raw -649044.511822 + Penalty 2869.973990 = -646174.537832
  nChanged 79
		SP:Iteration 17Q (23611.830000 sec): 3 clusters
  Score: Raw -649066.780889 + Penalty 2869.973990 = -646196.806899
  nChanged 109
		SP:Iteration 18Q (23612.060000 sec): 3 clusters
  Score: Raw -649103.094786 + Penalty 2869.973990 = -646233.120796
  nChanged 123
		SP:Iteration 19Q (23612.240000 sec): 3 clusters
  Score: Raw -649151.201792 + Penalty 2869.973990 = -646281.227802
  nChanged 135
		SP:Iteration 20F (23612.410000 sec): 3 clusters
  Score: Raw -649203.698354 + Penalty 2869.973990 = -646333.724364
  nChanged 140
		SP:Iteration 21Q (23612.620000 sec): 3 clusters
  Score: Raw -649258.292550 + Penalty 2869.973990 = -646388.318561
  nChanged 151
		SP:Iteration 22Q (23612.820000 sec): 3 clusters
  Score: Raw -649324.571990 + Penalty 2869.973990 = -646454.598000
  nChanged 158
		SP:Iteration 23Q (23613.010000 sec): 3 clusters
  Score: Raw -649400.306629 + Penalty 2869.973990 = -646530.332640
  nChanged 153
		SP:Iteration 24Q (23613.210000 sec): 3 clusters
  Score: Raw -649472.141592 + Penalty 2869.973990 = -646602.167603
  nChanged 153
		SP:Iteration 25Q (23613.420000 sec): 3 clusters
  Score: Raw -649549.759070 + Penalty 2869.973990 = -646679.785081
  nChanged 167
		SP:Iteration 26Q (23613.610000 sec): 3 clusters
  Score: Raw -649622.154631 + Penalty 2869.973990 = -646752.180642
  nChanged 129
		SP:Iteration 27Q (23613.790000 sec): 3 clusters
  Score: Raw -649691.071122 + Penalty 2869.973990 = -646821.097132
  nChanged 120
		SP:Iteration 28Q (23614.030000 sec): 3 clusters
  Score: Raw -649757.996953 + Penalty 2869.973990 = -646888.022963
  nChanged 122
		SP:Iteration 29Q (23614.240000 sec): 3 clusters
  Score: Raw -649815.625712 + Penalty 2869.973990 = -646945.651722
  nChanged 110
		SP:Iteration 30Q (23614.390000 sec): 3 clusters
  Score: Raw -649869.358415 + Penalty 2869.973990 = -646999.384426
  nChanged 89
		SP:Iteration 31Q (23614.590000 sec): 3 clusters
  Score: Raw -649910.843079 + Penalty 2869.973990 = -647040.869089
  nChanged 82
		SP:Iteration 32Q (23614.790000 sec): 3 clusters
  Score: Raw -649949.783885 + Penalty 2869.973990 = -647079.809895
  nChanged 84
		SP:Iteration 33Q (23614.960000 sec): 3 clusters
  Score: Raw -649987.043917 + Penalty 2869.973990 = -647117.069927
  nChanged 82
		SP:Iteration 34Q (23615.150000 sec): 3 clusters
  Score: Raw -650022.349874 + Penalty 2869.973990 = -647152.375884
  nChanged 71
		SP:Iteration 35Q (23615.390000 sec): 3 clusters
  Score: Raw -650056.051843 + Penalty 2869.973990 = -647186.077853
  nChanged 61
		SP:Iteration 36Q (23615.560000 sec): 3 clusters
  Score: Raw -650080.665728 + Penalty 2869.973990 = -647210.691738
  nChanged 64
		SP:Iteration 37Q (23615.780000 sec): 3 clusters
  Score: Raw -650110.837945 + Penalty 2869.973990 = -647240.863955
  nChanged 69
		SP:Iteration 38Q (23615.990000 sec): 3 clusters
  Score: Raw -650142.593352 + Penalty 2869.973990 = -647272.619363
  nChanged 55
		SP:Iteration 39Q (23616.190000 sec): 3 clusters
  Score: Raw -650164.684970 + Penalty 2869.973990 = -647294.710981
  nChanged 49
		SP:Iteration 40F (23616.370000 sec): 3 clusters
  Score: Raw -650184.529393 + Penalty 2869.973990 = -647314.555403
  nChanged 58
		SP:Iteration 41Q (23616.610000 sec): 3 clusters
  Score: Raw -650211.629976 + Penalty 2869.973990 = -647341.655987
  nChanged 54
		SP:Iteration 42Q (23616.780000 sec): 3 clusters
  Score: Raw -650235.518392 + Penalty 2869.973990 = -647365.544402
  nChanged 53
		SP:Iteration 43Q (23617.010000 sec): 3 clusters
  Score: Raw -650259.804125 + Penalty 2869.973990 = -647389.830136
  nChanged 41
		SP:Iteration 44Q (23617.210000 sec): 3 clusters
  Score: Raw -650277.950206 + Penalty 2869.973990 = -647407.976216
  nChanged 42
		SP:Iteration 45Q (23617.390000 sec): 3 clusters
  Score: Raw -650299.887824 + Penalty 2869.973990 = -647429.913835
  nChanged 42
		SP:Iteration 46Q (23617.650000 sec): 3 clusters
  Score: Raw -650321.374117 + Penalty 2869.973990 = -647451.400128
  nChanged 31
		SP:Iteration 47Q (23617.860000 sec): 3 clusters
  Score: Raw -650337.264535 + Penalty 2869.973990 = -647467.290545
  nChanged 26
		SP:Iteration 48Q (23618.070000 sec): 3 clusters
  Score: Raw -650346.934267 + Penalty 2869.973990 = -647476.960277
  nChanged 20
		SP:Iteration 49Q (23618.250000 sec): 3 clusters
  Score: Raw -650355.048506 + Penalty 2869.973990 = -647485.074516
  nChanged 27
		SP:Iteration 50Q (23618.460000 sec): 3 clusters
  Score: Raw -650366.318590 + Penalty 2869.973990 = -647496.344601
  nChanged 25
		SP:Iteration 51Q (23618.640000 sec): 3 clusters
  Score: Raw -650377.612386 + Penalty 2869.973990 = -647507.638397
  nChanged 23
		SP:Iteration 52Q (23618.860000 sec): 3 clusters
  Score: Raw -650387.291773 + Penalty 2869.973990 = -647517.317783
  nChanged 26
		SP:Iteration 53Q (23619.050000 sec): 3 clusters
  Score: Raw -650398.033661 + Penalty 2869.973990 = -647528.059671
  nChanged 25
		SP:Iteration 54Q (23619.260000 sec): 3 clusters
  Score: Raw -650410.944520 + Penalty 2869.973990 = -647540.970530
  nChanged 17
		SP:Iteration 55Q (23619.490000 sec): 3 clusters
  Score: Raw -650418.026185 + Penalty 2869.973990 = -647548.052195
  nChanged 14
		SP:Iteration 56Q (23619.690000 sec): 3 clusters
  Score: Raw -650426.614937 + Penalty 2869.973990 = -647556.640947
  nChanged 19
		SP:Iteration 57Q (23619.890000 sec): 3 clusters
  Score: Raw -650438.229075 + Penalty 2869.973990 = -647568.255086
  nChanged 25
		SP:Iteration 58Q (23620.080000 sec): 3 clusters
  Score: Raw -650453.636486 + Penalty 2869.973990 = -647583.662496
  nChanged 21
		SP:Iteration 59Q (23620.330000 sec): 3 clusters
  Score: Raw -650464.999853 + Penalty 2869.973990 = -647595.025863
  nChanged 15
		SP:Iteration 60F (23620.520000 sec): 3 clusters
  Score: Raw -650471.893927 + Penalty 2869.973990 = -647601.919938
  nChanged 19
		SP:Iteration 61Q (23620.700000 sec): 3 clusters
  Score: Raw -650483.763293 + Penalty 2869.973990 = -647613.789303
  nChanged 14
		SP:Iteration 62Q (23620.920000 sec): 3 clusters
  Score: Raw -650492.668785 + Penalty 2869.973990 = -647622.694795
  nChanged 16
		SP:Iteration 63Q (23621.150000 sec): 3 clusters
  Score: Raw -650502.910184 + Penalty 2869.973990 = -647632.936195
  nChanged 18
		SP:Iteration 64Q (23621.370000 sec): 3 clusters
  Score: Raw -650514.642372 + Penalty 2869.973990 = -647644.668383
  nChanged 18
		SP:Iteration 65Q (23621.530000 sec): 3 clusters
  Score: Raw -650525.285417 + Penalty 2869.973990 = -647655.311428
  nChanged 15
		SP:Iteration 66Q (23621.750000 sec): 3 clusters
  Score: Raw -650535.450613 + Penalty 2869.973990 = -647665.476624
  nChanged 13
		SP:Iteration 67Q (23621.930000 sec): 3 clusters
  Score: Raw -650543.188670 + Penalty 2869.973990 = -647673.214681
  nChanged 13
		SP:Iteration 68Q (23622.190000 sec): 3 clusters
  Score: Raw -650553.607432 + Penalty 2869.973990 = -647683.633443
  nChanged 10
		SP:Iteration 69Q (23622.390000 sec): 3 clusters
  Score: Raw -650560.374960 + Penalty 2869.973990 = -647690.400971
  nChanged 7
		SP:Iteration 70Q (23622.610000 sec): 3 clusters
  Score: Raw -650565.043219 + Penalty 2869.973990 = -647695.069229
  nChanged 6
		SP:Iteration 71Q (23622.840000 sec): 3 clusters
  Score: Raw -650567.738803 + Penalty 2869.973990 = -647697.764813
  nChanged 5
		SP:Iteration 72Q (23623.060000 sec): 3 clusters
  Score: Raw -650571.522121 + Penalty 2869.973990 = -647701.548132
  nChanged 8
		SP:Iteration 73Q (23623.280000 sec): 3 clusters
  Score: Raw -650577.681670 + Penalty 2869.973990 = -647707.707681
  nChanged 5
		SP:Iteration 74Q (23623.470000 sec): 3 clusters
  Score: Raw -650580.100670 + Penalty 2869.973990 = -647710.126680
  nChanged 3
		SP:Iteration 75Q (23623.680000 sec): 3 clusters
  Score: Raw -650581.895839 + Penalty 2869.973990 = -647711.921849
  nChanged 5
		SP:Iteration 76Q (23623.890000 sec): 3 clusters
  Score: Raw -650585.416490 + Penalty 2869.973990 = -647715.442501
  nChanged 3
		SP:Iteration 77Q (23624.090000 sec): 3 clusters
  Score: Raw -650588.287147 + Penalty 2869.973990 = -647718.313157
  nChanged 2
		SP:Iteration 78Q (23624.290000 sec): 3 clusters
  Score: Raw -650589.747940 + Penalty 2869.973990 = -647719.773951
  nChanged 2
		SP:Iteration 79Q (23624.510000 sec): 3 clusters
  Score: Raw -650590.868798 + Penalty 2869.973990 = -647720.894809
  nChanged 2
		SP:Iteration 80F (23624.730000 sec): 3 clusters
  Score: Raw -650591.585610 + Penalty 2869.973990 = -647721.611620
  nChanged 2
		SP:Iteration 81Q (23624.990000 sec): 3 clusters
  Score: Raw -650592.464774 + Penalty 2869.973990 = -647722.490785
  nChanged 0
		SP:Iteration 82F (23625.200000 sec): 3 clusters
  Score: Raw -650592.464774 + Penalty 2869.973990 = -647722.490785
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 8 (14691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23625.350000 sec): 2 clusters
  Score: Raw -1252130.603670 + Penalty 1559.185930 = -1250571.417740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23625.640000 sec): 3 clusters
  Score: Raw -1243532.954584 + Penalty 3118.371861 = -1240414.582723
  nChanged 6507
		SP:Iteration 1F (23625.850000 sec): 3 clusters
  Score: Raw -1247116.408262 + Penalty 3118.371861 = -1243998.036402
  nChanged 990
		SP:Iteration 2F (23626.110000 sec): 3 clusters
  Score: Raw -1247680.254860 + Penalty 3118.371861 = -1244561.883000
  nChanged 978
		SP:Iteration 3F (23626.350000 sec): 3 clusters
  Score: Raw -1248298.044963 + Penalty 3118.371861 = -1245179.673102
  nChanged 982
		SP:Iteration 4F (23626.570000 sec): 3 clusters
  Score: Raw -1248952.694638 + Penalty 3118.371861 = -1245834.322778
  nChanged 976
		SP:Iteration 5F (23626.830000 sec): 3 clusters
  Score: Raw -1249615.110132 + Penalty 3118.371861 = -1246496.738271
  nChanged 861
		SP:Iteration 6F (23627.050000 sec): 3 clusters
  Score: Raw -1250134.112914 + Penalty 3118.371861 = -1247015.741053
  nChanged 746
		SP:Iteration 7F (23627.320000 sec): 3 clusters
  Score: Raw -1250528.228498 + Penalty 3118.371861 = -1247409.856638
  nChanged 598
		SP:Iteration 8Q (23627.520000 sec): 3 clusters
  Score: Raw -1250782.350261 + Penalty 3118.371861 = -1247663.978400
  nChanged 432
		SP:Iteration 9Q (23627.780000 sec): 3 clusters
  Score: Raw -1250933.295902 + Penalty 3118.371861 = -1247814.924042
  nChanged 311
		SP:Iteration 10Q (23628.070000 sec): 3 clusters
  Score: Raw -1251021.614801 + Penalty 3118.371861 = -1247903.242941
  nChanged 246
		SP:Iteration 11Q (23628.320000 sec): 3 clusters
  Score: Raw -1251083.706065 + Penalty 3118.371861 = -1247965.334204
  nChanged 195
		SP:Iteration 12Q (23628.530000 sec): 3 clusters
  Score: Raw -1251128.939002 + Penalty 3118.371861 = -1248010.567141
  nChanged 164
		SP:Iteration 13Q (23628.790000 sec): 3 clusters
  Score: Raw -1251162.106129 + Penalty 3118.371861 = -1248043.734268
  nChanged 144
		SP:Iteration 14Q (23629.030000 sec): 3 clusters
  Score: Raw -1251185.704898 + Penalty 3118.371861 = -1248067.333037
  nChanged 124
		SP:Iteration 15Q (23629.310000 sec): 3 clusters
  Score: Raw -1251207.307945 + Penalty 3118.371861 = -1248088.936084
  nChanged 104
		SP:Iteration 16Q (23629.520000 sec): 3 clusters
  Score: Raw -1251222.934662 + Penalty 3118.371861 = -1248104.562801
  nChanged 79
		SP:Iteration 17Q (23629.790000 sec): 3 clusters
  Score: Raw -1251233.389459 + Penalty 3118.371861 = -1248115.017599
  nChanged 78
		SP:Iteration 18Q (23630.010000 sec): 3 clusters
  Score: Raw -1251243.455938 + Penalty 3118.371861 = -1248125.084078
  nChanged 68
		SP:Iteration 19Q (23630.230000 sec): 3 clusters
  Score: Raw -1251251.675866 + Penalty 3118.371861 = -1248133.304006
  nChanged 56
		SP:Iteration 20F (23630.480000 sec): 3 clusters
  Score: Raw -1251259.201565 + Penalty 3118.371861 = -1248140.829705
  nChanged 62
		SP:Iteration 21Q (23630.730000 sec): 3 clusters
  Score: Raw -1251269.787801 + Penalty 3118.371861 = -1248151.415940
  nChanged 73
		SP:Iteration 22Q (23630.910000 sec): 3 clusters
  Score: Raw -1251280.305532 + Penalty 3118.371861 = -1248161.933671
  nChanged 66
		SP:Iteration 23Q (23631.190000 sec): 3 clusters
  Score: Raw -1251288.441153 + Penalty 3118.371861 = -1248170.069292
  nChanged 59
		SP:Iteration 24Q (23631.440000 sec): 3 clusters
  Score: Raw -1251295.616238 + Penalty 3118.371861 = -1248177.244377
  nChanged 64
		SP:Iteration 25Q (23631.640000 sec): 3 clusters
  Score: Raw -1251303.669800 + Penalty 3118.371861 = -1248185.297940
  nChanged 69
		SP:Iteration 26Q (23631.880000 sec): 3 clusters
  Score: Raw -1251312.061607 + Penalty 3118.371861 = -1248193.689747
  nChanged 61
		SP:Iteration 27Q (23632.120000 sec): 3 clusters
  Score: Raw -1251318.592644 + Penalty 3118.371861 = -1248200.220783
  nChanged 60
		SP:Iteration 28Q (23632.360000 sec): 3 clusters
  Score: Raw -1251325.450988 + Penalty 3118.371861 = -1248207.079127
  nChanged 66
		SP:Iteration 29Q (23632.590000 sec): 3 clusters
  Score: Raw -1251332.290355 + Penalty 3118.371861 = -1248213.918494
  nChanged 51
		SP:Iteration 30Q (23632.810000 sec): 3 clusters
  Score: Raw -1251338.394829 + Penalty 3118.371861 = -1248220.022968
  nChanged 64
		SP:Iteration 31Q (23633.060000 sec): 3 clusters
  Score: Raw -1251346.987285 + Penalty 3118.371861 = -1248228.615424
  nChanged 75
		SP:Iteration 32Q (23633.300000 sec): 3 clusters
  Score: Raw -1251357.376542 + Penalty 3118.371861 = -1248239.004681
  nChanged 65
		SP:Iteration 33Q (23633.520000 sec): 3 clusters
  Score: Raw -1251367.141755 + Penalty 3118.371861 = -1248248.769894
  nChanged 72
		SP:Iteration 34Q (23633.780000 sec): 3 clusters
  Score: Raw -1251378.007909 + Penalty 3118.371861 = -1248259.636048
  nChanged 63
		SP:Iteration 35Q (23633.990000 sec): 3 clusters
  Score: Raw -1251387.970106 + Penalty 3118.371861 = -1248269.598245
  nChanged 81
		SP:Iteration 36Q (23634.220000 sec): 3 clusters
  Score: Raw -1251399.617926 + Penalty 3118.371861 = -1248281.246066
  nChanged 89
		SP:Iteration 37Q (23634.470000 sec): 3 clusters
  Score: Raw -1251415.297201 + Penalty 3118.371861 = -1248296.925340
  nChanged 86
		SP:Iteration 38Q (23634.720000 sec): 3 clusters
  Score: Raw -1251429.061623 + Penalty 3118.371861 = -1248310.689762
  nChanged 82
		SP:Iteration 39Q (23635.010000 sec): 3 clusters
  Score: Raw -1251440.974452 + Penalty 3118.371861 = -1248322.602591
  nChanged 80
		SP:Iteration 40F (23635.260000 sec): 3 clusters
  Score: Raw -1251454.329534 + Penalty 3118.371861 = -1248335.957673
  nChanged 96
		SP:Iteration 41Q (23635.500000 sec): 3 clusters
  Score: Raw -1251470.082169 + Penalty 3118.371861 = -1248351.710309
  nChanged 95
		SP:Iteration 42Q (23635.780000 sec): 3 clusters
  Score: Raw -1251487.178977 + Penalty 3118.371861 = -1248368.807116
  nChanged 100
		SP:Iteration 43Q (23636.070000 sec): 3 clusters
  Score: Raw -1251503.424926 + Penalty 3118.371861 = -1248385.053065
  nChanged 104
		SP:Iteration 44Q (23636.310000 sec): 3 clusters
  Score: Raw -1251518.374501 + Penalty 3118.371861 = -1248400.002641
  nChanged 87
		SP:Iteration 45Q (23636.550000 sec): 3 clusters
  Score: Raw -1251531.613090 + Penalty 3118.371861 = -1248413.241229
  nChanged 83
		SP:Iteration 46Q (23636.800000 sec): 3 clusters
  Score: Raw -1251544.606133 + Penalty 3118.371861 = -1248426.234273
  nChanged 92
		SP:Iteration 47Q (23637.090000 sec): 3 clusters
  Score: Raw -1251558.541644 + Penalty 3118.371861 = -1248440.169784
  nChanged 105
		SP:Iteration 48Q (23637.360000 sec): 3 clusters
  Score: Raw -1251577.181825 + Penalty 3118.371861 = -1248458.809965
  nChanged 107
		SP:Iteration 49Q (23637.620000 sec): 3 clusters
  Score: Raw -1251596.501367 + Penalty 3118.371861 = -1248478.129506
  nChanged 101
		SP:Iteration 50Q (23637.850000 sec): 3 clusters
  Score: Raw -1251615.850699 + Penalty 3118.371861 = -1248497.478838
  nChanged 114
		SP:Iteration 51Q (23638.130000 sec): 3 clusters
  Score: Raw -1251636.702280 + Penalty 3118.371861 = -1248518.330419
  nChanged 121
		SP:Iteration 52Q (23638.430000 sec): 3 clusters
  Score: Raw -1251665.530148 + Penalty 3118.371861 = -1248547.158287
  nChanged 145
		SP:Iteration 53Q (23638.650000 sec): 3 clusters
  Score: Raw -1251700.537034 + Penalty 3118.371861 = -1248582.165173
  nChanged 142
		SP:Iteration 54Q (23638.890000 sec): 3 clusters
  Score: Raw -1251731.052594 + Penalty 3118.371861 = -1248612.680734
  nChanged 134
		SP:Iteration 55Q (23639.190000 sec): 3 clusters
  Score: Raw -1251760.115378 + Penalty 3118.371861 = -1248641.743517
  nChanged 138
		SP:Iteration 56Q (23639.450000 sec): 3 clusters
  Score: Raw -1251794.276426 + Penalty 3118.371861 = -1248675.904565
  nChanged 148
		SP:Iteration 57Q (23639.710000 sec): 3 clusters
  Score: Raw -1251833.095385 + Penalty 3118.371861 = -1248714.723525
  nChanged 144
		SP:Iteration 58Q (23639.940000 sec): 3 clusters
  Score: Raw -1251876.137950 + Penalty 3118.371861 = -1248757.766090
  nChanged 138
		SP:Iteration 59Q (23640.220000 sec): 3 clusters
  Score: Raw -1251914.003976 + Penalty 3118.371861 = -1248795.632115
  nChanged 148
		SP:Iteration 60F (23640.480000 sec): 3 clusters
  Score: Raw -1251956.368919 + Penalty 3118.371861 = -1248837.997059
  nChanged 130
		SP:Iteration 61Q (23640.770000 sec): 3 clusters
  Score: Raw -1251996.015699 + Penalty 3118.371861 = -1248877.643838
  nChanged 134
		SP:Iteration 62Q (23641.090000 sec): 3 clusters
  Score: Raw -1252045.954224 + Penalty 3118.371861 = -1248927.582363
  nChanged 132
		SP:Iteration 63Q (23641.320000 sec): 3 clusters
  Score: Raw -1252097.031525 + Penalty 3118.371861 = -1248978.659664
  nChanged 135
		SP:Iteration 64Q (23641.650000 sec): 3 clusters
  Score: Raw -1252150.819414 + Penalty 3118.371861 = -1249032.447553
  nChanged 135
		SP:Iteration 65Q (23641.920000 sec): 3 clusters
  Score: Raw -1252201.363327 + Penalty 3118.371861 = -1249082.991466
  nChanged 116
		SP:Iteration 66Q (23642.180000 sec): 3 clusters
  Score: Raw -1252237.540943 + Penalty 3118.371861 = -1249119.169083
  nChanged 88
		SP:Iteration 67Q (23642.440000 sec): 3 clusters
  Score: Raw -1252268.262289 + Penalty 3118.371861 = -1249149.890428
  nChanged 96
		SP:Iteration 68Q (23642.710000 sec): 3 clusters
  Score: Raw -1252305.194917 + Penalty 3118.371861 = -1249186.823056
  nChanged 90
		SP:Iteration 69Q (23642.950000 sec): 3 clusters
  Score: Raw -1252332.228167 + Penalty 3118.371861 = -1249213.856306
  nChanged 64
		SP:Iteration 70Q (23643.190000 sec): 3 clusters
  Score: Raw -1252350.490569 + Penalty 3118.371861 = -1249232.118708
  nChanged 59
		SP:Iteration 71Q (23643.420000 sec): 3 clusters
  Score: Raw -1252366.432297 + Penalty 3118.371861 = -1249248.060437
  nChanged 57
		SP:Iteration 72Q (23643.640000 sec): 3 clusters
  Score: Raw -1252382.428574 + Penalty 3118.371861 = -1249264.056713
  nChanged 55
		SP:Iteration 73Q (23643.910000 sec): 3 clusters
  Score: Raw -1252397.533468 + Penalty 3118.371861 = -1249279.161607
  nChanged 49
		SP:Iteration 74Q (23644.140000 sec): 3 clusters
  Score: Raw -1252410.339969 + Penalty 3118.371861 = -1249291.968108
  nChanged 42
		SP:Iteration 75Q (23644.360000 sec): 3 clusters
  Score: Raw -1252420.710656 + Penalty 3118.371861 = -1249302.338796
  nChanged 34
		SP:Iteration 76Q (23644.610000 sec): 3 clusters
  Score: Raw -1252429.360537 + Penalty 3118.371861 = -1249310.988676
  nChanged 43
		SP:Iteration 77Q (23644.830000 sec): 3 clusters
  Score: Raw -1252441.492037 + Penalty 3118.371861 = -1249323.120177
  nChanged 38
		SP:Iteration 78Q (23645.090000 sec): 3 clusters
  Score: Raw -1252451.932635 + Penalty 3118.371861 = -1249333.560775
  nChanged 33
		SP:Iteration 79Q (23645.330000 sec): 3 clusters
  Score: Raw -1252462.464140 + Penalty 3118.371861 = -1249344.092279
  nChanged 38
		SP:Iteration 80F (23645.570000 sec): 3 clusters
  Score: Raw -1252474.677459 + Penalty 3118.371861 = -1249356.305598
  nChanged 40
		SP:Iteration 81Q (23645.880000 sec): 3 clusters
  Score: Raw -1252486.922177 + Penalty 3118.371861 = -1249368.550316
  nChanged 33
		SP:Iteration 82Q (23646.150000 sec): 3 clusters
  Score: Raw -1252496.280781 + Penalty 3118.371861 = -1249377.908920
  nChanged 28
		SP:Iteration 83Q (23646.390000 sec): 3 clusters
  Score: Raw -1252503.612094 + Penalty 3118.371861 = -1249385.240234
  nChanged 27
		SP:Iteration 84Q (23646.660000 sec): 3 clusters
  Score: Raw -1252511.878492 + Penalty 3118.371861 = -1249393.506632
  nChanged 28
		SP:Iteration 85Q (23646.980000 sec): 3 clusters
  Score: Raw -1252520.134627 + Penalty 3118.371861 = -1249401.762766
  nChanged 18
		SP:Iteration 86Q (23647.190000 sec): 3 clusters
  Score: Raw -1252526.263458 + Penalty 3118.371861 = -1249407.891597
  nChanged 21
		SP:Iteration 87Q (23647.420000 sec): 3 clusters
  Score: Raw -1252532.597993 + Penalty 3118.371861 = -1249414.226132
  nChanged 18
		SP:Iteration 88Q (23647.680000 sec): 3 clusters
  Score: Raw -1252536.804426 + Penalty 3118.371861 = -1249418.432565
  nChanged 12
		SP:Iteration 89Q (23647.940000 sec): 3 clusters
  Score: Raw -1252539.806607 + Penalty 3118.371861 = -1249421.434746
  nChanged 10
		SP:Iteration 90Q (23648.200000 sec): 3 clusters
  Score: Raw -1252542.963637 + Penalty 3118.371861 = -1249424.591776
  nChanged 15
		SP:Iteration 91Q (23648.480000 sec): 3 clusters
  Score: Raw -1252547.553023 + Penalty 3118.371861 = -1249429.181163
  nChanged 8
		SP:Iteration 92Q (23648.710000 sec): 3 clusters
  Score: Raw -1252549.723629 + Penalty 3118.371861 = -1249431.351768
  nChanged 10
		SP:Iteration 93Q (23649.020000 sec): 3 clusters
  Score: Raw -1252552.614448 + Penalty 3118.371861 = -1249434.242587
  nChanged 6
		SP:Iteration 94Q (23649.240000 sec): 3 clusters
  Score: Raw -1252554.206863 + Penalty 3118.371861 = -1249435.835002
  nChanged 6
		SP:Iteration 95Q (23649.500000 sec): 3 clusters
  Score: Raw -1252555.377925 + Penalty 3118.371861 = -1249437.006065
  nChanged 7
		SP:Iteration 96Q (23649.740000 sec): 3 clusters
  Score: Raw -1252557.096105 + Penalty 3118.371861 = -1249438.724244
  nChanged 9
		SP:Iteration 97Q (23649.970000 sec): 3 clusters
  Score: Raw -1252559.869690 + Penalty 3118.371861 = -1249441.497829
  nChanged 5
		SP:Iteration 98Q (23650.210000 sec): 3 clusters
  Score: Raw -1252561.410048 + Penalty 3118.371861 = -1249443.038187
  nChanged 9
		SP:Iteration 99Q (23650.450000 sec): 3 clusters
  Score: Raw -1252563.297359 + Penalty 3118.371861 = -1249444.925498
  nChanged 6
		SP:Iteration 100F (23650.700000 sec): 3 clusters
  Score: Raw -1252564.880360 + Penalty 3118.371861 = -1249446.508499
  nChanged 4
		SP:Iteration 101Q (23650.870000 sec): 3 clusters
  Score: Raw -1252565.500572 + Penalty 3118.371861 = -1249447.128711
  nChanged 3
		SP:Iteration 102Q (23651.160000 sec): 3 clusters
  Score: Raw -1252566.022680 + Penalty 3118.371861 = -1249447.650820
  nChanged 0
		SP:Iteration 103F (23651.390000 sec): 3 clusters
  Score: Raw -1252566.022680 + Penalty 3118.371861 = -1249447.650820
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 9 (24968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23651.620000 sec): 2 clusters
  Score: Raw -2176642.433794 + Penalty 1645.369421 = -2174997.064373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23651.870000 sec): 3 clusters
  Score: Raw -2161453.290324 + Penalty 3290.738842 = -2158162.551481
  nChanged 11432
		SP:Iteration 1F (23652.170000 sec): 3 clusters
  Score: Raw -2168036.924494 + Penalty 3290.738842 = -2164746.185652
  nChanged 1271
		SP:Iteration 2F (23652.470000 sec): 3 clusters
  Score: Raw -2168605.019331 + Penalty 3290.738842 = -2165314.280489
  nChanged 1251
		SP:Iteration 3F (23652.820000 sec): 3 clusters
  Score: Raw -2169192.994725 + Penalty 3290.738842 = -2165902.255883
  nChanged 1284
		SP:Iteration 4F (23653.160000 sec): 3 clusters
  Score: Raw -2169840.241164 + Penalty 3290.738842 = -2166549.502322
  nChanged 1351
		SP:Iteration 5F (23653.450000 sec): 3 clusters
  Score: Raw -2170579.823538 + Penalty 3290.738842 = -2167289.084696
  nChanged 1332
		SP:Iteration 6F (23653.790000 sec): 3 clusters
  Score: Raw -2171330.738532 + Penalty 3290.738842 = -2168039.999689
  nChanged 1270
		SP:Iteration 7F (23654.030000 sec): 3 clusters
  Score: Raw -2171979.031908 + Penalty 3290.738842 = -2168688.293065
  nChanged 1042
		SP:Iteration 8Q (23654.340000 sec): 3 clusters
  Score: Raw -2172437.439767 + Penalty 3290.738842 = -2169146.700925
  nChanged 900
		SP:Iteration 9Q (23654.700000 sec): 3 clusters
  Score: Raw -2172790.191972 + Penalty 3290.738842 = -2169499.453130
  nChanged 716
		SP:Iteration 10Q (23655.040000 sec): 3 clusters
  Score: Raw -2173058.115117 + Penalty 3290.738842 = -2169767.376274
  nChanged 635
		SP:Iteration 11Q (23655.380000 sec): 3 clusters
  Score: Raw -2173276.079864 + Penalty 3290.738842 = -2169985.341022
  nChanged 517
		SP:Iteration 12Q (23655.720000 sec): 3 clusters
  Score: Raw -2173443.098878 + Penalty 3290.738842 = -2170152.360036
  nChanged 483
		SP:Iteration 13Q (23656.010000 sec): 3 clusters
  Score: Raw -2173575.251014 + Penalty 3290.738842 = -2170284.512172
  nChanged 377
		SP:Iteration 14Q (23656.360000 sec): 3 clusters
  Score: Raw -2173657.011324 + Penalty 3290.738842 = -2170366.272481
  nChanged 279
		SP:Iteration 15Q (23656.640000 sec): 3 clusters
  Score: Raw -2173706.004450 + Penalty 3290.738842 = -2170415.265608
  nChanged 210
		SP:Iteration 16Q (23656.980000 sec): 3 clusters
  Score: Raw -2173741.578578 + Penalty 3290.738842 = -2170450.839735
  nChanged 186
		SP:Iteration 17Q (23657.280000 sec): 3 clusters
  Score: Raw -2173769.478208 + Penalty 3290.738842 = -2170478.739366
  nChanged 160
		SP:Iteration 18Q (23657.570000 sec): 3 clusters
  Score: Raw -2173793.392140 + Penalty 3290.738842 = -2170502.653297
  nChanged 169
		SP:Iteration 19Q (23657.890000 sec): 3 clusters
  Score: Raw -2173819.653225 + Penalty 3290.738842 = -2170528.914383
  nChanged 166
		SP:Iteration 20F (23658.200000 sec): 3 clusters
  Score: Raw -2173844.766623 + Penalty 3290.738842 = -2170554.027781
  nChanged 170
		SP:Iteration 21Q (23658.510000 sec): 3 clusters
  Score: Raw -2173871.764833 + Penalty 3290.738842 = -2170581.025991
  nChanged 167
		SP:Iteration 22Q (23658.840000 sec): 3 clusters
  Score: Raw -2173898.117458 + Penalty 3290.738842 = -2170607.378615
  nChanged 165
		SP:Iteration 23Q (23659.170000 sec): 3 clusters
  Score: Raw -2173922.831815 + Penalty 3290.738842 = -2170632.092973
  nChanged 175
		SP:Iteration 24Q (23659.470000 sec): 3 clusters
  Score: Raw -2173951.886703 + Penalty 3290.738842 = -2170661.147861
  nChanged 188
		SP:Iteration 25Q (23659.720000 sec): 3 clusters
  Score: Raw -2173987.293113 + Penalty 3290.738842 = -2170696.554271
  nChanged 203
		SP:Iteration 26Q (23659.970000 sec): 3 clusters
  Score: Raw -2174026.709049 + Penalty 3290.738842 = -2170735.970207
  nChanged 222
		SP:Iteration 27Q (23660.260000 sec): 3 clusters
  Score: Raw -2174065.113657 + Penalty 3290.738842 = -2170774.374815
  nChanged 218
		SP:Iteration 28Q (23660.580000 sec): 3 clusters
  Score: Raw -2174109.150876 + Penalty 3290.738842 = -2170818.412034
  nChanged 253
		SP:Iteration 29Q (23660.930000 sec): 3 clusters
  Score: Raw -2174170.148877 + Penalty 3290.738842 = -2170879.410034
  nChanged 271
		SP:Iteration 30Q (23661.240000 sec): 3 clusters
  Score: Raw -2174233.639706 + Penalty 3290.738842 = -2170942.900863
  nChanged 293
		SP:Iteration 31Q (23661.580000 sec): 3 clusters
  Score: Raw -2174313.002841 + Penalty 3290.738842 = -2171022.263998
  nChanged 324
		SP:Iteration 32Q (23661.910000 sec): 3 clusters
  Score: Raw -2174409.640527 + Penalty 3290.738842 = -2171118.901684
  nChanged 375
		SP:Iteration 33Q (23662.210000 sec): 3 clusters
  Score: Raw -2174525.907852 + Penalty 3290.738842 = -2171235.169010
  nChanged 414
		SP:Iteration 34Q (23662.530000 sec): 3 clusters
  Score: Raw -2174667.341238 + Penalty 3290.738842 = -2171376.602396
  nChanged 450
		SP:Iteration 35Q (23662.820000 sec): 3 clusters
  Score: Raw -2174843.387805 + Penalty 3290.738842 = -2171552.648963
  nChanged 492
		SP:Iteration 36Q (23663.160000 sec): 3 clusters
  Score: Raw -2175059.254521 + Penalty 3290.738842 = -2171768.515678
  nChanged 494
		SP:Iteration 37Q (23663.450000 sec): 3 clusters
  Score: Raw -2175289.156583 + Penalty 3290.738842 = -2171998.417741
  nChanged 524
		SP:Iteration 38Q (23663.790000 sec): 3 clusters
  Score: Raw -2175549.876658 + Penalty 3290.738842 = -2172259.137815
  nChanged 531
		SP:Iteration 39Q (23664.120000 sec): 3 clusters
  Score: Raw -2175827.945492 + Penalty 3290.738842 = -2172537.206650
  nChanged 479
		SP:Iteration 40F (23664.390000 sec): 3 clusters
  Score: Raw -2176077.441710 + Penalty 3290.738842 = -2172786.702868
  nChanged 450
		SP:Iteration 41Q (23664.750000 sec): 3 clusters
  Score: Raw -2176302.696145 + Penalty 3290.738842 = -2173011.957303
  nChanged 395
		SP:Iteration 42Q (23665.060000 sec): 3 clusters
  Score: Raw -2176469.666602 + Penalty 3290.738842 = -2173178.927760
  nChanged 340
		SP:Iteration 43Q (23665.430000 sec): 3 clusters
  Score: Raw -2176587.628672 + Penalty 3290.738842 = -2173296.889830
  nChanged 248
		SP:Iteration 44Q (23665.730000 sec): 3 clusters
  Score: Raw -2176659.543696 + Penalty 3290.738842 = -2173368.804854
  nChanged 206
		SP:Iteration 45Q (23666.040000 sec): 3 clusters
  Score: Raw -2176714.723541 + Penalty 3290.738842 = -2173423.984698
  nChanged 183
		SP:Iteration 46Q (23666.380000 sec): 3 clusters
  Score: Raw -2176757.170221 + Penalty 3290.738842 = -2173466.431378
  nChanged 154
		SP:Iteration 47Q (23666.700000 sec): 3 clusters
  Score: Raw -2176789.158818 + Penalty 3290.738842 = -2173498.419976
  nChanged 142
		SP:Iteration 48Q (23667.010000 sec): 3 clusters
  Score: Raw -2176819.016331 + Penalty 3290.738842 = -2173528.277489
  nChanged 141
		SP:Iteration 49Q (23667.300000 sec): 3 clusters
  Score: Raw -2176846.818126 + Penalty 3290.738842 = -2173556.079284
  nChanged 146
		SP:Iteration 50Q (23667.600000 sec): 3 clusters
  Score: Raw -2176878.064308 + Penalty 3290.738842 = -2173587.325466
  nChanged 149
		SP:Iteration 51Q (23667.920000 sec): 3 clusters
  Score: Raw -2176908.297199 + Penalty 3290.738842 = -2173617.558356
  nChanged 150
		SP:Iteration 52Q (23668.250000 sec): 3 clusters
  Score: Raw -2176938.764392 + Penalty 3290.738842 = -2173648.025549
  nChanged 130
		SP:Iteration 53Q (23668.540000 sec): 3 clusters
  Score: Raw -2176963.302831 + Penalty 3290.738842 = -2173672.563989
  nChanged 103
		SP:Iteration 54Q (23668.880000 sec): 3 clusters
  Score: Raw -2176982.119496 + Penalty 3290.738842 = -2173691.380654
  nChanged 98
		SP:Iteration 55Q (23669.170000 sec): 3 clusters
  Score: Raw -2177001.375575 + Penalty 3290.738842 = -2173710.636733
  nChanged 96
		SP:Iteration 56Q (23669.480000 sec): 3 clusters
  Score: Raw -2177018.060686 + Penalty 3290.738842 = -2173727.321844
  nChanged 88
		SP:Iteration 57Q (23669.810000 sec): 3 clusters
  Score: Raw -2177030.688413 + Penalty 3290.738842 = -2173739.949571
  nChanged 73
		SP:Iteration 58Q (23670.130000 sec): 3 clusters
  Score: Raw -2177041.666735 + Penalty 3290.738842 = -2173750.927893
  nChanged 62
		SP:Iteration 59Q (23670.500000 sec): 3 clusters
  Score: Raw -2177048.796623 + Penalty 3290.738842 = -2173758.057780
  nChanged 46
		SP:Iteration 60F (23670.780000 sec): 3 clusters
  Score: Raw -2177054.988044 + Penalty 3290.738842 = -2173764.249202
  nChanged 51
		SP:Iteration 61Q (23671.060000 sec): 3 clusters
  Score: Raw -2177060.725780 + Penalty 3290.738842 = -2173769.986938
  nChanged 43
		SP:Iteration 62Q (23671.360000 sec): 3 clusters
  Score: Raw -2177067.169943 + Penalty 3290.738842 = -2173776.431100
  nChanged 51
		SP:Iteration 63Q (23671.690000 sec): 3 clusters
  Score: Raw -2177074.358312 + Penalty 3290.738842 = -2173783.619470
  nChanged 53
		SP:Iteration 64Q (23671.990000 sec): 3 clusters
  Score: Raw -2177081.558062 + Penalty 3290.738842 = -2173790.819220
  nChanged 43
		SP:Iteration 65Q (23672.300000 sec): 3 clusters
  Score: Raw -2177086.767849 + Penalty 3290.738842 = -2173796.029007
  nChanged 47
		SP:Iteration 66Q (23672.680000 sec): 3 clusters
  Score: Raw -2177092.135587 + Penalty 3290.738842 = -2173801.396744
  nChanged 38
		SP:Iteration 67Q (23673.030000 sec): 3 clusters
  Score: Raw -2177096.038552 + Penalty 3290.738842 = -2173805.299710
  nChanged 36
		SP:Iteration 68Q (23673.320000 sec): 3 clusters
  Score: Raw -2177100.196052 + Penalty 3290.738842 = -2173809.457210
  nChanged 36
		SP:Iteration 69Q (23673.660000 sec): 3 clusters
  Score: Raw -2177104.225584 + Penalty 3290.738842 = -2173813.486742
  nChanged 35
		SP:Iteration 70Q (23673.960000 sec): 3 clusters
  Score: Raw -2177108.262461 + Penalty 3290.738842 = -2173817.523619
  nChanged 41
		SP:Iteration 71Q (23674.260000 sec): 3 clusters
  Score: Raw -2177112.653830 + Penalty 3290.738842 = -2173821.914988
  nChanged 40
		SP:Iteration 72Q (23674.530000 sec): 3 clusters
  Score: Raw -2177117.252909 + Penalty 3290.738842 = -2173826.514067
  nChanged 44
		SP:Iteration 73Q (23674.800000 sec): 3 clusters
  Score: Raw -2177123.498541 + Penalty 3290.738842 = -2173832.759699
  nChanged 53
		SP:Iteration 74Q (23675.090000 sec): 3 clusters
  Score: Raw -2177130.156928 + Penalty 3290.738842 = -2173839.418086
  nChanged 48
		SP:Iteration 75Q (23675.390000 sec): 3 clusters
  Score: Raw -2177135.799802 + Penalty 3290.738842 = -2173845.060959
  nChanged 47
		SP:Iteration 76Q (23675.690000 sec): 3 clusters
  Score: Raw -2177140.077576 + Penalty 3290.738842 = -2173849.338734
  nChanged 34
		SP:Iteration 77Q (23675.970000 sec): 3 clusters
  Score: Raw -2177144.426080 + Penalty 3290.738842 = -2173853.687238
  nChanged 35
		SP:Iteration 78Q (23676.220000 sec): 3 clusters
  Score: Raw -2177148.917322 + Penalty 3290.738842 = -2173858.178479
  nChanged 33
		SP:Iteration 79Q (23676.470000 sec): 3 clusters
  Score: Raw -2177153.190441 + Penalty 3290.738842 = -2173862.451599
  nChanged 33
		SP:Iteration 80F (23676.790000 sec): 3 clusters
  Score: Raw -2177157.483831 + Penalty 3290.738842 = -2173866.744989
  nChanged 33
		SP:Iteration 81Q (23677.040000 sec): 3 clusters
  Score: Raw -2177161.455328 + Penalty 3290.738842 = -2173870.716486
  nChanged 33
		SP:Iteration 82Q (23677.310000 sec): 3 clusters
  Score: Raw -2177165.521512 + Penalty 3290.738842 = -2173874.782669
  nChanged 30
		SP:Iteration 83Q (23677.600000 sec): 3 clusters
  Score: Raw -2177168.537583 + Penalty 3290.738842 = -2173877.798740
  nChanged 22
		SP:Iteration 84Q (23677.870000 sec): 3 clusters
  Score: Raw -2177171.048168 + Penalty 3290.738842 = -2173880.309325
  nChanged 24
		SP:Iteration 85Q (23678.140000 sec): 3 clusters
  Score: Raw -2177173.118951 + Penalty 3290.738842 = -2173882.380109
  nChanged 30
		SP:Iteration 86Q (23678.430000 sec): 3 clusters
  Score: Raw -2177176.084779 + Penalty 3290.738842 = -2173885.345937
  nChanged 34
		SP:Iteration 87Q (23678.720000 sec): 3 clusters
  Score: Raw -2177179.774014 + Penalty 3290.738842 = -2173889.035171
  nChanged 33
		SP:Iteration 88Q (23678.980000 sec): 3 clusters
  Score: Raw -2177184.370190 + Penalty 3290.738842 = -2173893.631347
  nChanged 38
		SP:Iteration 89Q (23679.300000 sec): 3 clusters
  Score: Raw -2177189.277284 + Penalty 3290.738842 = -2173898.538441
  nChanged 38
		SP:Iteration 90Q (23679.640000 sec): 3 clusters
  Score: Raw -2177195.171803 + Penalty 3290.738842 = -2173904.432961
  nChanged 40
		SP:Iteration 91Q (23679.950000 sec): 3 clusters
  Score: Raw -2177201.003808 + Penalty 3290.738842 = -2173910.264966
  nChanged 48
		SP:Iteration 92Q (23680.280000 sec): 3 clusters
  Score: Raw -2177207.306678 + Penalty 3290.738842 = -2173916.567835
  nChanged 46
		SP:Iteration 93Q (23680.560000 sec): 3 clusters
  Score: Raw -2177213.360593 + Penalty 3290.738842 = -2173922.621751
  nChanged 41
		SP:Iteration 94Q (23680.830000 sec): 3 clusters
  Score: Raw -2177218.990122 + Penalty 3290.738842 = -2173928.251279
  nChanged 38
		SP:Iteration 95Q (23681.090000 sec): 3 clusters
  Score: Raw -2177223.193665 + Penalty 3290.738842 = -2173932.454823
  nChanged 39
		SP:Iteration 96Q (23681.410000 sec): 3 clusters
  Score: Raw -2177227.822652 + Penalty 3290.738842 = -2173937.083810
  nChanged 42
		SP:Iteration 97Q (23681.730000 sec): 3 clusters
  Score: Raw -2177232.387891 + Penalty 3290.738842 = -2173941.649049
  nChanged 29
		SP:Iteration 98Q (23682.020000 sec): 3 clusters
  Score: Raw -2177235.210282 + Penalty 3290.738842 = -2173944.471440
  nChanged 32
		SP:Iteration 99Q (23682.320000 sec): 3 clusters
  Score: Raw -2177238.498319 + Penalty 3290.738842 = -2173947.759477
  nChanged 29
		SP:Iteration 100F (23682.630000 sec): 3 clusters
  Score: Raw -2177241.942619 + Penalty 3290.738842 = -2173951.203777
  nChanged 27
		SP:Iteration 101Q (23682.950000 sec): 3 clusters
  Score: Raw -2177244.504513 + Penalty 3290.738842 = -2173953.765671
  nChanged 15
		SP:Iteration 102Q (23683.280000 sec): 3 clusters
  Score: Raw -2177245.951572 + Penalty 3290.738842 = -2173955.212730
  nChanged 19
		SP:Iteration 103Q (23683.600000 sec): 3 clusters
  Score: Raw -2177248.035623 + Penalty 3290.738842 = -2173957.296780
  nChanged 19
		SP:Iteration 104Q (23683.900000 sec): 3 clusters
  Score: Raw -2177249.800606 + Penalty 3290.738842 = -2173959.061763
  nChanged 18
		SP:Iteration 105Q (23684.210000 sec): 3 clusters
  Score: Raw -2177251.476984 + Penalty 3290.738842 = -2173960.738141
  nChanged 21
		SP:Iteration 106Q (23684.540000 sec): 3 clusters
  Score: Raw -2177253.307423 + Penalty 3290.738842 = -2173962.568581
  nChanged 18
		SP:Iteration 107Q (23684.870000 sec): 3 clusters
  Score: Raw -2177254.606816 + Penalty 3290.738842 = -2173963.867974
  nChanged 17
		SP:Iteration 108Q (23685.170000 sec): 3 clusters
  Score: Raw -2177255.780865 + Penalty 3290.738842 = -2173965.042023
  nChanged 8
		SP:Iteration 109Q (23685.510000 sec): 3 clusters
  Score: Raw -2177256.499727 + Penalty 3290.738842 = -2173965.760885
  nChanged 10
		SP:Iteration 110Q (23685.810000 sec): 3 clusters
  Score: Raw -2177257.211350 + Penalty 3290.738842 = -2173966.472508
  nChanged 11
		SP:Iteration 111Q (23686.120000 sec): 3 clusters
  Score: Raw -2177258.124084 + Penalty 3290.738842 = -2173967.385242
  nChanged 8
		SP:Iteration 112Q (23686.420000 sec): 3 clusters
  Score: Raw -2177258.722234 + Penalty 3290.738842 = -2173967.983392
  nChanged 7
		SP:Iteration 113Q (23686.740000 sec): 3 clusters
  Score: Raw -2177259.431794 + Penalty 3290.738842 = -2173968.692952
  nChanged 6
		SP:Iteration 114Q (23687.020000 sec): 3 clusters
  Score: Raw -2177260.070871 + Penalty 3290.738842 = -2173969.332029
  nChanged 9
		SP:Iteration 115Q (23687.260000 sec): 3 clusters
  Score: Raw -2177260.898797 + Penalty 3290.738842 = -2173970.159954
  nChanged 11
		SP:Iteration 116Q (23687.620000 sec): 3 clusters
  Score: Raw -2177261.797803 + Penalty 3290.738842 = -2173971.058961
  nChanged 9
		SP:Iteration 117Q (23687.910000 sec): 3 clusters
  Score: Raw -2177262.549059 + Penalty 3290.738842 = -2173971.810216
  nChanged 6
		SP:Iteration 118Q (23688.240000 sec): 3 clusters
  Score: Raw -2177262.982009 + Penalty 3290.738842 = -2173972.243166
  nChanged 7
		SP:Iteration 119Q (23688.540000 sec): 3 clusters
  Score: Raw -2177263.507575 + Penalty 3290.738842 = -2173972.768732
  nChanged 4
		SP:Iteration 120F (23688.840000 sec): 3 clusters
  Score: Raw -2177263.645511 + Penalty 3290.738842 = -2173972.906668
  nChanged 6
		SP:Iteration 121Q (23689.100000 sec): 3 clusters
  Score: Raw -2177263.995177 + Penalty 3290.738842 = -2173973.256334
  nChanged 9
		SP:Iteration 122Q (23689.380000 sec): 3 clusters
  Score: Raw -2177264.999358 + Penalty 3290.738842 = -2173974.260516
  nChanged 12
		SP:Iteration 123Q (23689.690000 sec): 3 clusters
  Score: Raw -2177266.351952 + Penalty 3290.738842 = -2173975.613109
  nChanged 10
		SP:Iteration 124Q (23690.040000 sec): 3 clusters
  Score: Raw -2177267.113096 + Penalty 3290.738842 = -2173976.374254
  nChanged 13
		SP:Iteration 125Q (23690.340000 sec): 3 clusters
  Score: Raw -2177268.215329 + Penalty 3290.738842 = -2173977.476487
  nChanged 7
		SP:Iteration 126Q (23690.630000 sec): 3 clusters
  Score: Raw -2177268.824027 + Penalty 3290.738842 = -2173978.085184
  nChanged 9
		SP:Iteration 127Q (23690.890000 sec): 3 clusters
  Score: Raw -2177269.359585 + Penalty 3290.738842 = -2173978.620742
  nChanged 4
		SP:Iteration 128Q (23691.190000 sec): 3 clusters
  Score: Raw -2177269.867714 + Penalty 3290.738842 = -2173979.128872
  nChanged 9
		SP:Iteration 129Q (23691.450000 sec): 3 clusters
  Score: Raw -2177271.048662 + Penalty 3290.738842 = -2173980.309820
  nChanged 6
		SP:Iteration 130Q (23691.740000 sec): 3 clusters
  Score: Raw -2177271.503808 + Penalty 3290.738842 = -2173980.764965
  nChanged 3
		SP:Iteration 131Q (23692.080000 sec): 3 clusters
  Score: Raw -2177271.672580 + Penalty 3290.738842 = -2173980.933738
  nChanged 1
		SP:Iteration 132Q (23692.350000 sec): 3 clusters
  Score: Raw -2177271.762871 + Penalty 3290.738842 = -2173981.024028
  nChanged 3
		SP:Iteration 133Q (23692.630000 sec): 3 clusters
  Score: Raw -2177272.085902 + Penalty 3290.738842 = -2173981.347060
  nChanged 3
		SP:Iteration 134Q (23692.930000 sec): 3 clusters
  Score: Raw -2177272.227720 + Penalty 3290.738842 = -2173981.488878
  nChanged 2
		SP:Iteration 135Q (23693.290000 sec): 3 clusters
  Score: Raw -2177272.401269 + Penalty 3290.738842 = -2173981.662427
  nChanged 3
		SP:Iteration 136Q (23693.610000 sec): 3 clusters
  Score: Raw -2177272.576755 + Penalty 3290.738842 = -2173981.837913
  nChanged 1
		SP:Iteration 137Q (23693.920000 sec): 3 clusters
  Score: Raw -2177272.705956 + Penalty 3290.738842 = -2173981.967114
  nChanged 0
		SP:Iteration 138F (23694.300000 sec): 3 clusters
  Score: Raw -2177272.705956 + Penalty 3290.738842 = -2173981.967114
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 10 (16578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23694.480000 sec): 2 clusters
  Score: Raw -1438168.503606 + Penalty 1578.822667 = -1436589.680939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23694.760000 sec): 3 clusters
  Score: Raw -1428306.123447 + Penalty 3157.645333 = -1425148.478114
  nChanged 7454
		SP:Iteration 1F (23695.080000 sec): 3 clusters
  Score: Raw -1432425.427870 + Penalty 3157.645333 = -1429267.782537
  nChanged 1001
		SP:Iteration 2F (23695.320000 sec): 3 clusters
  Score: Raw -1432852.623363 + Penalty 3157.645333 = -1429694.978030
  nChanged 1011
		SP:Iteration 3F (23695.580000 sec): 3 clusters
  Score: Raw -1433387.068023 + Penalty 3157.645333 = -1430229.422689
  nChanged 1034
		SP:Iteration 4F (23695.840000 sec): 3 clusters
  Score: Raw -1433974.009775 + Penalty 3157.645333 = -1430816.364442
  nChanged 1060
		SP:Iteration 5F (23696.080000 sec): 3 clusters
  Score: Raw -1434619.271888 + Penalty 3157.645333 = -1431461.626555
  nChanged 956
		SP:Iteration 6F (23696.300000 sec): 3 clusters
  Score: Raw -1435173.888414 + Penalty 3157.645333 = -1432016.243081
  nChanged 839
		SP:Iteration 7F (23696.580000 sec): 3 clusters
  Score: Raw -1435636.047730 + Penalty 3157.645333 = -1432478.402397
  nChanged 644
		SP:Iteration 8Q (23696.810000 sec): 3 clusters
  Score: Raw -1435950.983689 + Penalty 3157.645333 = -1432793.338356
  nChanged 516
		SP:Iteration 9Q (23697.050000 sec): 3 clusters
  Score: Raw -1436188.739962 + Penalty 3157.645333 = -1433031.094629
  nChanged 426
		SP:Iteration 10Q (23697.340000 sec): 3 clusters
  Score: Raw -1436388.132116 + Penalty 3157.645333 = -1433230.486783
  nChanged 375
		SP:Iteration 11Q (23697.590000 sec): 3 clusters
  Score: Raw -1436568.375244 + Penalty 3157.645333 = -1433410.729911
  nChanged 365
		SP:Iteration 12Q (23697.850000 sec): 3 clusters
  Score: Raw -1436773.437408 + Penalty 3157.645333 = -1433615.792075
  nChanged 344
		SP:Iteration 13Q (23698.120000 sec): 3 clusters
  Score: Raw -1436959.511767 + Penalty 3157.645333 = -1433801.866434
  nChanged 328
		SP:Iteration 14Q (23698.400000 sec): 3 clusters
  Score: Raw -1437143.219093 + Penalty 3157.645333 = -1433985.573760
  nChanged 309
		SP:Iteration 15Q (23698.640000 sec): 3 clusters
  Score: Raw -1437320.560461 + Penalty 3157.645333 = -1434162.915128
  nChanged 287
		SP:Iteration 16Q (23698.890000 sec): 3 clusters
  Score: Raw -1437505.418578 + Penalty 3157.645333 = -1434347.773245
  nChanged 268
		SP:Iteration 17Q (23699.180000 sec): 3 clusters
  Score: Raw -1437680.456223 + Penalty 3157.645333 = -1434522.810890
  nChanged 213
		SP:Iteration 18Q (23699.410000 sec): 3 clusters
  Score: Raw -1437835.915187 + Penalty 3157.645333 = -1434678.269854
  nChanged 181
		SP:Iteration 19Q (23699.710000 sec): 3 clusters
  Score: Raw -1437963.037838 + Penalty 3157.645333 = -1434805.392505
  nChanged 127
		SP:Iteration 20F (23699.940000 sec): 3 clusters
  Score: Raw -1438056.400885 + Penalty 3157.645333 = -1434898.755552
  nChanged 105
		SP:Iteration 21Q (23700.190000 sec): 3 clusters
  Score: Raw -1438140.645531 + Penalty 3157.645333 = -1434983.000198
  nChanged 84
		SP:Iteration 22Q (23700.460000 sec): 3 clusters
  Score: Raw -1438206.600042 + Penalty 3157.645333 = -1435048.954709
  nChanged 52
		SP:Iteration 23Q (23700.710000 sec): 3 clusters
  Score: Raw -1438247.535268 + Penalty 3157.645333 = -1435089.889935
  nChanged 37
		SP:Iteration 24Q (23700.950000 sec): 3 clusters
  Score: Raw -1438277.272953 + Penalty 3157.645333 = -1435119.627620
  nChanged 29
		SP:Iteration 25Q (23701.230000 sec): 3 clusters
  Score: Raw -1438301.442446 + Penalty 3157.645333 = -1435143.797113
  nChanged 15
		SP:Iteration 26Q (23701.470000 sec): 3 clusters
  Score: Raw -1438312.481073 + Penalty 3157.645333 = -1435154.835739
  nChanged 14
		SP:Iteration 27Q (23701.720000 sec): 3 clusters
  Score: Raw -1438323.059940 + Penalty 3157.645333 = -1435165.414607
  nChanged 12
		SP:Iteration 28Q (23701.990000 sec): 3 clusters
  Score: Raw -1438334.312203 + Penalty 3157.645333 = -1435176.666870
  nChanged 13
		SP:Iteration 29Q (23702.250000 sec): 3 clusters
  Score: Raw -1438344.068022 + Penalty 3157.645333 = -1435186.422689
  nChanged 10
		SP:Iteration 30Q (23702.540000 sec): 3 clusters
  Score: Raw -1438353.370305 + Penalty 3157.645333 = -1435195.724972
  nChanged 6
		SP:Iteration 31Q (23702.790000 sec): 3 clusters
  Score: Raw -1438359.347606 + Penalty 3157.645333 = -1435201.702273
  nChanged 9
		SP:Iteration 32Q (23703.020000 sec): 3 clusters
  Score: Raw -1438366.565165 + Penalty 3157.645333 = -1435208.919832
  nChanged 4
		SP:Iteration 33Q (23703.280000 sec): 3 clusters
  Score: Raw -1438371.772308 + Penalty 3157.645333 = -1435214.126975
  nChanged 4
		SP:Iteration 34Q (23703.510000 sec): 3 clusters
  Score: Raw -1438374.805933 + Penalty 3157.645333 = -1435217.160600
  nChanged 6
		SP:Iteration 35Q (23703.780000 sec): 3 clusters
  Score: Raw -1438378.812696 + Penalty 3157.645333 = -1435221.167363
  nChanged 3
		SP:Iteration 36Q (23704.010000 sec): 3 clusters
  Score: Raw -1438381.577409 + Penalty 3157.645333 = -1435223.932075
  nChanged 7
		SP:Iteration 37Q (23704.260000 sec): 3 clusters
  Score: Raw -1438388.271637 + Penalty 3157.645333 = -1435230.626304
  nChanged 6
		SP:Iteration 38Q (23704.500000 sec): 3 clusters
  Score: Raw -1438393.615777 + Penalty 3157.645333 = -1435235.970444
  nChanged 4
		SP:Iteration 39Q (23704.730000 sec): 3 clusters
  Score: Raw -1438398.203921 + Penalty 3157.645333 = -1435240.558588
  nChanged 3
		SP:Iteration 40F (23704.990000 sec): 3 clusters
  Score: Raw -1438402.154858 + Penalty 3157.645333 = -1435244.509525
  nChanged 5
		SP:Iteration 41Q (23705.280000 sec): 3 clusters
  Score: Raw -1438407.360363 + Penalty 3157.645333 = -1435249.715030
  nChanged 7
		SP:Iteration 42Q (23705.500000 sec): 3 clusters
  Score: Raw -1438413.665178 + Penalty 3157.645333 = -1435256.019845
  nChanged 2
		SP:Iteration 43Q (23705.790000 sec): 3 clusters
  Score: Raw -1438414.943058 + Penalty 3157.645333 = -1435257.297725
  nChanged 0
		SP:Iteration 44F (23705.970000 sec): 3 clusters
  Score: Raw -1438414.943058 + Penalty 3157.645333 = -1435257.297725
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 11 (80618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23706.440000 sec): 2 clusters
  Score: Raw -7193458.596171 + Penalty 1835.840050 = -7191622.756121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23706.930000 sec): 3 clusters
  Score: Raw -7141523.205810 + Penalty 3671.680099 = -7137851.525710
  nChanged 38224
		SP:Iteration 1F (23707.460000 sec): 3 clusters
  Score: Raw -7164009.106579 + Penalty 3671.680099 = -7160337.426480
  nChanged 3444
		SP:Iteration 2Q (23707.970000 sec): 3 clusters
  Score: Raw -7165553.075384 + Penalty 3671.680099 = -7161881.395285
  nChanged 4260
		SP:Iteration 3F (23708.510000 sec): 3 clusters
  Score: Raw -7167992.766104 + Penalty 3671.680099 = -7164321.086005
  nChanged 5061
		SP:Iteration 4F (23709.060000 sec): 3 clusters
  Score: Raw -7171545.138114 + Penalty 3671.680099 = -7167873.458015
  nChanged 5567
		SP:Iteration 5F (23709.580000 sec): 3 clusters
  Score: Raw -7175919.473728 + Penalty 3671.680099 = -7172247.793629
  nChanged 5612
		SP:Iteration 6F (23710.130000 sec): 3 clusters
  Score: Raw -7180404.685287 + Penalty 3671.680099 = -7176733.005188
  nChanged 5147
		SP:Iteration 7F (23710.690000 sec): 3 clusters
  Score: Raw -7184303.647682 + Penalty 3671.680099 = -7180631.967583
  nChanged 4412
		SP:Iteration 8F (23711.220000 sec): 3 clusters
  Score: Raw -7187238.197177 + Penalty 3671.680099 = -7183566.517078
  nChanged 3461
		SP:Iteration 9Q (23711.760000 sec): 3 clusters
  Score: Raw -7189142.718311 + Penalty 3671.680099 = -7185471.038212
  nChanged 2739
		SP:Iteration 10Q (23712.290000 sec): 3 clusters
  Score: Raw -7190456.787907 + Penalty 3671.680099 = -7186785.107808
  nChanged 2211
		SP:Iteration 11Q (23712.830000 sec): 3 clusters
  Score: Raw -7191377.022409 + Penalty 3671.680099 = -7187705.342310
  nChanged 1878
		SP:Iteration 12Q (23713.420000 sec): 3 clusters
  Score: Raw -7192043.379271 + Penalty 3671.680099 = -7188371.699172
  nChanged 1628
		SP:Iteration 13Q (23714.030000 sec): 3 clusters
  Score: Raw -7192546.041545 + Penalty 3671.680099 = -7188874.361446
  nChanged 1456
		SP:Iteration 14Q (23714.600000 sec): 3 clusters
  Score: Raw -7192961.965701 + Penalty 3671.680099 = -7189290.285601
  nChanged 1312
		SP:Iteration 15Q (23715.120000 sec): 3 clusters
  Score: Raw -7193324.440909 + Penalty 3671.680099 = -7189652.760809
  nChanged 1190
		SP:Iteration 16Q (23715.720000 sec): 3 clusters
  Score: Raw -7193640.123912 + Penalty 3671.680099 = -7189968.443813
  nChanged 1023
		SP:Iteration 17Q (23716.240000 sec): 3 clusters
  Score: Raw -7193894.840400 + Penalty 3671.680099 = -7190223.160300
  nChanged 866
		SP:Iteration 18Q (23716.770000 sec): 3 clusters
  Score: Raw -7194089.234709 + Penalty 3671.680099 = -7190417.554610
  nChanged 658
		SP:Iteration 19Q (23717.310000 sec): 3 clusters
  Score: Raw -7194215.815741 + Penalty 3671.680099 = -7190544.135642
  nChanged 595
		SP:Iteration 20F (23717.860000 sec): 3 clusters
  Score: Raw -7194327.927686 + Penalty 3671.680099 = -7190656.247587
  nChanged 508
		SP:Iteration 21Q (23718.420000 sec): 3 clusters
  Score: Raw -7194416.109237 + Penalty 3671.680099 = -7190744.429138
  nChanged 448
		SP:Iteration 22Q (23718.980000 sec): 3 clusters
  Score: Raw -7194491.078690 + Penalty 3671.680099 = -7190819.398591
  nChanged 398
		SP:Iteration 23Q (23719.550000 sec): 3 clusters
  Score: Raw -7194559.341197 + Penalty 3671.680099 = -7190887.661098
  nChanged 338
		SP:Iteration 24Q (23720.120000 sec): 3 clusters
  Score: Raw -7194612.917636 + Penalty 3671.680099 = -7190941.237537
  nChanged 292
		SP:Iteration 25Q (23720.650000 sec): 3 clusters
  Score: Raw -7194659.191952 + Penalty 3671.680099 = -7190987.511852
  nChanged 267
		SP:Iteration 26Q (23721.150000 sec): 3 clusters
  Score: Raw -7194696.028557 + Penalty 3671.680099 = -7191024.348458
  nChanged 197
		SP:Iteration 27Q (23721.630000 sec): 3 clusters
  Score: Raw -7194720.678400 + Penalty 3671.680099 = -7191048.998300
  nChanged 162
		SP:Iteration 28Q (23722.110000 sec): 3 clusters
  Score: Raw -7194738.667419 + Penalty 3671.680099 = -7191066.987319
  nChanged 146
		SP:Iteration 29Q (23722.630000 sec): 3 clusters
  Score: Raw -7194755.472437 + Penalty 3671.680099 = -7191083.792338
  nChanged 119
		SP:Iteration 30Q (23723.160000 sec): 3 clusters
  Score: Raw -7194768.591332 + Penalty 3671.680099 = -7191096.911233
  nChanged 110
		SP:Iteration 31Q (23723.680000 sec): 3 clusters
  Score: Raw -7194780.459002 + Penalty 3671.680099 = -7191108.778902
  nChanged 114
		SP:Iteration 32Q (23724.200000 sec): 3 clusters
  Score: Raw -7194793.063759 + Penalty 3671.680099 = -7191121.383660
  nChanged 98
		SP:Iteration 33Q (23724.690000 sec): 3 clusters
  Score: Raw -7194802.892748 + Penalty 3671.680099 = -7191131.212648
  nChanged 83
		SP:Iteration 34Q (23725.220000 sec): 3 clusters
  Score: Raw -7194811.453720 + Penalty 3671.680099 = -7191139.773621
  nChanged 72
		SP:Iteration 35Q (23725.730000 sec): 3 clusters
  Score: Raw -7194818.509790 + Penalty 3671.680099 = -7191146.829690
  nChanged 64
		SP:Iteration 36Q (23726.260000 sec): 3 clusters
  Score: Raw -7194824.897571 + Penalty 3671.680099 = -7191153.217471
  nChanged 59
		SP:Iteration 37Q (23726.830000 sec): 3 clusters
  Score: Raw -7194829.894737 + Penalty 3671.680099 = -7191158.214638
  nChanged 57
		SP:Iteration 38Q (23727.370000 sec): 3 clusters
  Score: Raw -7194835.167280 + Penalty 3671.680099 = -7191163.487181
  nChanged 54
		SP:Iteration 39Q (23727.920000 sec): 3 clusters
  Score: Raw -7194838.740424 + Penalty 3671.680099 = -7191167.060325
  nChanged 41
		SP:Iteration 40F (23728.560000 sec): 3 clusters
  Score: Raw -7194841.370542 + Penalty 3671.680099 = -7191169.690442
  nChanged 27
		SP:Iteration 41Q (23729.120000 sec): 3 clusters
  Score: Raw -7194842.966680 + Penalty 3671.680099 = -7191171.286581
  nChanged 22
		SP:Iteration 42Q (23729.660000 sec): 3 clusters
  Score: Raw -7194844.441356 + Penalty 3671.680099 = -7191172.761257
  nChanged 17
		SP:Iteration 43Q (23730.220000 sec): 3 clusters
  Score: Raw -7194845.803794 + Penalty 3671.680099 = -7191174.123695
  nChanged 19
		SP:Iteration 44Q (23730.720000 sec): 3 clusters
  Score: Raw -7194847.055305 + Penalty 3671.680099 = -7191175.375205
  nChanged 18
		SP:Iteration 45Q (23731.250000 sec): 3 clusters
  Score: Raw -7194848.165738 + Penalty 3671.680099 = -7191176.485638
  nChanged 18
		SP:Iteration 46Q (23731.720000 sec): 3 clusters
  Score: Raw -7194849.242923 + Penalty 3671.680099 = -7191177.562823
  nChanged 14
		SP:Iteration 47Q (23732.290000 sec): 3 clusters
  Score: Raw -7194850.143959 + Penalty 3671.680099 = -7191178.463860
  nChanged 11
		SP:Iteration 48Q (23732.860000 sec): 3 clusters
  Score: Raw -7194850.769971 + Penalty 3671.680099 = -7191179.089872
  nChanged 9
		SP:Iteration 49Q (23733.420000 sec): 3 clusters
  Score: Raw -7194851.264130 + Penalty 3671.680099 = -7191179.584031
  nChanged 11
		SP:Iteration 50Q (23733.950000 sec): 3 clusters
  Score: Raw -7194851.889720 + Penalty 3671.680099 = -7191180.209621
  nChanged 9
		SP:Iteration 51Q (23734.510000 sec): 3 clusters
  Score: Raw -7194852.404820 + Penalty 3671.680099 = -7191180.724721
  nChanged 13
		SP:Iteration 52Q (23735.050000 sec): 3 clusters
  Score: Raw -7194853.276668 + Penalty 3671.680099 = -7191181.596569
  nChanged 14
		SP:Iteration 53Q (23735.610000 sec): 3 clusters
  Score: Raw -7194854.182781 + Penalty 3671.680099 = -7191182.502681
  nChanged 8
		SP:Iteration 54Q (23736.140000 sec): 3 clusters
  Score: Raw -7194854.538140 + Penalty 3671.680099 = -7191182.858041
  nChanged 6
		SP:Iteration 55Q (23736.650000 sec): 3 clusters
  Score: Raw -7194854.893851 + Penalty 3671.680099 = -7191183.213752
  nChanged 4
		SP:Iteration 56Q (23737.190000 sec): 3 clusters
  Score: Raw -7194855.112837 + Penalty 3671.680099 = -7191183.432738
  nChanged 5
		SP:Iteration 57Q (23737.730000 sec): 3 clusters
  Score: Raw -7194855.388900 + Penalty 3671.680099 = -7191183.708801
  nChanged 5
		SP:Iteration 58Q (23738.240000 sec): 3 clusters
  Score: Raw -7194855.702935 + Penalty 3671.680099 = -7191184.022835
  nChanged 6
		SP:Iteration 59Q (23738.750000 sec): 3 clusters
  Score: Raw -7194856.026740 + Penalty 3671.680099 = -7191184.346641
  nChanged 7
		SP:Iteration 60F (23739.280000 sec): 3 clusters
  Score: Raw -7194856.690991 + Penalty 3671.680099 = -7191185.010892
  nChanged 8
		SP:Iteration 61Q (23739.850000 sec): 3 clusters
  Score: Raw -7194857.089472 + Penalty 3671.680099 = -7191185.409372
  nChanged 7
		SP:Iteration 62Q (23740.410000 sec): 3 clusters
  Score: Raw -7194857.458741 + Penalty 3671.680099 = -7191185.778641
  nChanged 5
		SP:Iteration 63Q (23740.950000 sec): 3 clusters
  Score: Raw -7194857.819866 + Penalty 3671.680099 = -7191186.139767
  nChanged 6
		SP:Iteration 64Q (23741.490000 sec): 3 clusters
  Score: Raw -7194858.189205 + Penalty 3671.680099 = -7191186.509106
  nChanged 7
		SP:Iteration 65Q (23742.080000 sec): 3 clusters
  Score: Raw -7194858.713072 + Penalty 3671.680099 = -7191187.032973
  nChanged 9
		SP:Iteration 66Q (23742.610000 sec): 3 clusters
  Score: Raw -7194859.153532 + Penalty 3671.680099 = -7191187.473433
  nChanged 8
		SP:Iteration 67Q (23743.150000 sec): 3 clusters
  Score: Raw -7194859.542776 + Penalty 3671.680099 = -7191187.862677
  nChanged 9
		SP:Iteration 68Q (23743.710000 sec): 3 clusters
  Score: Raw -7194859.945692 + Penalty 3671.680099 = -7191188.265592
  nChanged 4
		SP:Iteration 69Q (23744.280000 sec): 3 clusters
  Score: Raw -7194860.170667 + Penalty 3671.680099 = -7191188.490568
  nChanged 7
		SP:Iteration 70Q (23744.790000 sec): 3 clusters
  Score: Raw -7194860.516422 + Penalty 3671.680099 = -7191188.836322
  nChanged 9
		SP:Iteration 71Q (23745.350000 sec): 3 clusters
  Score: Raw -7194861.236975 + Penalty 3671.680099 = -7191189.556876
  nChanged 16
		SP:Iteration 72Q (23745.880000 sec): 3 clusters
  Score: Raw -7194862.387993 + Penalty 3671.680099 = -7191190.707894
  nChanged 17
		SP:Iteration 73Q (23746.400000 sec): 3 clusters
  Score: Raw -7194863.881743 + Penalty 3671.680099 = -7191192.201644
  nChanged 18
		SP:Iteration 74Q (23746.970000 sec): 3 clusters
  Score: Raw -7194865.203762 + Penalty 3671.680099 = -7191193.523663
  nChanged 21
		SP:Iteration 75Q (23747.490000 sec): 3 clusters
  Score: Raw -7194867.017911 + Penalty 3671.680099 = -7191195.337811
  nChanged 23
		SP:Iteration 76Q (23748.060000 sec): 3 clusters
  Score: Raw -7194868.420823 + Penalty 3671.680099 = -7191196.740724
  nChanged 17
		SP:Iteration 77Q (23748.630000 sec): 3 clusters
  Score: Raw -7194869.441860 + Penalty 3671.680099 = -7191197.761760
  nChanged 14
		SP:Iteration 78Q (23749.210000 sec): 3 clusters
  Score: Raw -7194870.308288 + Penalty 3671.680099 = -7191198.628189
  nChanged 11
		SP:Iteration 79Q (23749.800000 sec): 3 clusters
  Score: Raw -7194870.789081 + Penalty 3671.680099 = -7191199.108982
  nChanged 8
		SP:Iteration 80F (23750.370000 sec): 3 clusters
  Score: Raw -7194871.136170 + Penalty 3671.680099 = -7191199.456070
  nChanged 4
		SP:Iteration 81Q (23750.990000 sec): 3 clusters
  Score: Raw -7194871.308110 + Penalty 3671.680099 = -7191199.628011
  nChanged 1
		SP:Iteration 82Q (23751.590000 sec): 3 clusters
  Score: Raw -7194871.346009 + Penalty 3671.680099 = -7191199.665910
  nChanged 2
		SP:Iteration 83Q (23752.210000 sec): 3 clusters
  Score: Raw -7194871.512597 + Penalty 3671.680099 = -7191199.832497
  nChanged 4
		SP:Iteration 84Q (23752.790000 sec): 3 clusters
  Score: Raw -7194871.820921 + Penalty 3671.680099 = -7191200.140822
  nChanged 6
		SP:Iteration 85Q (23753.380000 sec): 3 clusters
  Score: Raw -7194872.260001 + Penalty 3671.680099 = -7191200.579901
  nChanged 6
		SP:Iteration 86Q (23753.950000 sec): 3 clusters
  Score: Raw -7194872.775760 + Penalty 3671.680099 = -7191201.095661
  nChanged 8
		SP:Iteration 87Q (23754.480000 sec): 3 clusters
  Score: Raw -7194873.230200 + Penalty 3671.680099 = -7191201.550101
  nChanged 4
		SP:Iteration 88Q (23755.010000 sec): 3 clusters
  Score: Raw -7194873.414373 + Penalty 3671.680099 = -7191201.734274
  nChanged 4
		SP:Iteration 89Q (23755.580000 sec): 3 clusters
  Score: Raw -7194873.636420 + Penalty 3671.680099 = -7191201.956321
  nChanged 6
		SP:Iteration 90Q (23756.130000 sec): 3 clusters
  Score: Raw -7194874.025325 + Penalty 3671.680099 = -7191202.345225
  nChanged 7
		SP:Iteration 91Q (23756.700000 sec): 3 clusters
  Score: Raw -7194874.407069 + Penalty 3671.680099 = -7191202.726970
  nChanged 7
		SP:Iteration 92Q (23757.270000 sec): 3 clusters
  Score: Raw -7194874.687706 + Penalty 3671.680099 = -7191203.007606
  nChanged 6
		SP:Iteration 93Q (23757.870000 sec): 3 clusters
  Score: Raw -7194875.072079 + Penalty 3671.680099 = -7191203.391980
  nChanged 2
		SP:Iteration 94Q (23758.430000 sec): 3 clusters
  Score: Raw -7194875.157283 + Penalty 3671.680099 = -7191203.477183
  nChanged 2
		SP:Iteration 95Q (23759.050000 sec): 3 clusters
  Score: Raw -7194875.229799 + Penalty 3671.680099 = -7191203.549700
  nChanged 1
		SP:Iteration 96Q (23759.600000 sec): 3 clusters
  Score: Raw -7194875.266181 + Penalty 3671.680099 = -7191203.586082
  nChanged 0
		SP:Iteration 97F (23760.150000 sec): 3 clusters
  Score: Raw -7194875.266181 + Penalty 3671.680099 = -7191203.586082
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 12 (5598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23760.330000 sec): 2 clusters
  Score: Raw -479273.984171 + Penalty 1402.401759 = -477871.582412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23760.540000 sec): 3 clusters
  Score: Raw -476304.951080 + Penalty 2804.803518 = -473500.147562
  nChanged 2345
		SP:Iteration 1F (23760.720000 sec): 3 clusters
  Score: Raw -477552.523270 + Penalty 2804.803518 = -474747.719752
  nChanged 366
		SP:Iteration 2F (23760.960000 sec): 3 clusters
  Score: Raw -477725.691210 + Penalty 2804.803518 = -474920.887693
  nChanged 269
		SP:Iteration 3Q (23761.180000 sec): 3 clusters
  Score: Raw -477848.803120 + Penalty 2804.803518 = -475043.999603
  nChanged 207
		SP:Iteration 4Q (23761.380000 sec): 3 clusters
  Score: Raw -477950.435975 + Penalty 2804.803518 = -475145.632457
  nChanged 218
		SP:Iteration 5Q (23761.580000 sec): 3 clusters
  Score: Raw -478053.919135 + Penalty 2804.803518 = -475249.115617
  nChanged 248
		SP:Iteration 6Q (23761.780000 sec): 3 clusters
  Score: Raw -478193.199160 + Penalty 2804.803518 = -475388.395643
  nChanged 267
		SP:Iteration 7Q (23762.040000 sec): 3 clusters
  Score: Raw -478372.436491 + Penalty 2804.803518 = -475567.632973
  nChanged 301
		SP:Iteration 8F (23762.210000 sec): 3 clusters
  Score: Raw -478623.018875 + Penalty 2804.803518 = -475818.215358
  nChanged 294
		SP:Iteration 9F (23762.420000 sec): 3 clusters
  Score: Raw -478896.669071 + Penalty 2804.803518 = -476091.865553
  nChanged 266
		SP:Iteration 10Q (23762.640000 sec): 3 clusters
  Score: Raw -479203.312656 + Penalty 2804.803518 = -476398.509139
  nChanged 218
		SP:Iteration 11Q (23762.890000 sec): 3 clusters
  Score: Raw -479488.715626 + Penalty 2804.803518 = -476683.912109
  nChanged 172
		SP:Iteration 12Q (23763.070000 sec): 3 clusters
  Score: Raw -479705.065583 + Penalty 2804.803518 = -476900.262065
  nChanged 155
		SP:Iteration 13Q (23763.290000 sec): 3 clusters
  Score: Raw -479872.204528 + Penalty 2804.803518 = -477067.401010
  nChanged 130
		SP:Iteration 14Q (23763.480000 sec): 3 clusters
  Score: Raw -479982.960005 + Penalty 2804.803518 = -477178.156487
  nChanged 95
		SP:Iteration 15Q (23763.710000 sec): 3 clusters
  Score: Raw -480045.977969 + Penalty 2804.803518 = -477241.174451
  nChanged 69
		SP:Iteration 16Q (23763.880000 sec): 3 clusters
  Score: Raw -480093.699648 + Penalty 2804.803518 = -477288.896130
  nChanged 52
		SP:Iteration 17Q (23764.080000 sec): 3 clusters
  Score: Raw -480127.068300 + Penalty 2804.803518 = -477322.264782
  nChanged 55
		SP:Iteration 18Q (23764.350000 sec): 3 clusters
  Score: Raw -480157.496285 + Penalty 2804.803518 = -477352.692767
  nChanged 43
		SP:Iteration 19Q (23764.540000 sec): 3 clusters
  Score: Raw -480180.093505 + Penalty 2804.803518 = -477375.289987
  nChanged 35
		SP:Iteration 20F (23764.760000 sec): 3 clusters
  Score: Raw -480196.415818 + Penalty 2804.803518 = -477391.612300
  nChanged 36
		SP:Iteration 21Q (23765.020000 sec): 3 clusters
  Score: Raw -480211.584628 + Penalty 2804.803518 = -477406.781110
  nChanged 22
		SP:Iteration 22Q (23765.250000 sec): 3 clusters
  Score: Raw -480222.237063 + Penalty 2804.803518 = -477417.433545
  nChanged 29
		SP:Iteration 23Q (23765.500000 sec): 3 clusters
  Score: Raw -480236.698129 + Penalty 2804.803518 = -477431.894611
  nChanged 28
		SP:Iteration 24Q (23765.680000 sec): 3 clusters
  Score: Raw -480251.632864 + Penalty 2804.803518 = -477446.829346
  nChanged 40
		SP:Iteration 25Q (23765.960000 sec): 3 clusters
  Score: Raw -480271.041374 + Penalty 2804.803518 = -477466.237856
  nChanged 38
		SP:Iteration 26Q (23766.150000 sec): 3 clusters
  Score: Raw -480289.078075 + Penalty 2804.803518 = -477484.274558
  nChanged 37
		SP:Iteration 27Q (23766.390000 sec): 3 clusters
  Score: Raw -480307.992394 + Penalty 2804.803518 = -477503.188877
  nChanged 33
		SP:Iteration 28Q (23766.580000 sec): 3 clusters
  Score: Raw -480328.847943 + Penalty 2804.803518 = -477524.044426
  nChanged 46
		SP:Iteration 29Q (23766.780000 sec): 3 clusters
  Score: Raw -480355.001531 + Penalty 2804.803518 = -477550.198013
  nChanged 43
		SP:Iteration 30Q (23767.000000 sec): 3 clusters
  Score: Raw -480376.745552 + Penalty 2804.803518 = -477571.942034
  nChanged 34
		SP:Iteration 31Q (23767.180000 sec): 3 clusters
  Score: Raw -480391.313926 + Penalty 2804.803518 = -477586.510409
  nChanged 27
		SP:Iteration 32Q (23767.360000 sec): 3 clusters
  Score: Raw -480400.970146 + Penalty 2804.803518 = -477596.166629
  nChanged 19
		SP:Iteration 33Q (23767.550000 sec): 3 clusters
  Score: Raw -480405.565848 + Penalty 2804.803518 = -477600.762330
  nChanged 17
		SP:Iteration 34Q (23767.760000 sec): 3 clusters
  Score: Raw -480410.450341 + Penalty 2804.803518 = -477605.646823
  nChanged 23
		SP:Iteration 35Q (23767.960000 sec): 3 clusters
  Score: Raw -480417.409858 + Penalty 2804.803518 = -477612.606340
  nChanged 29
		SP:Iteration 36Q (23768.170000 sec): 3 clusters
  Score: Raw -480426.519015 + Penalty 2804.803518 = -477621.715497
  nChanged 23
		SP:Iteration 37Q (23768.380000 sec): 3 clusters
  Score: Raw -480433.191088 + Penalty 2804.803518 = -477628.387570
  nChanged 16
		SP:Iteration 38Q (23768.570000 sec): 3 clusters
  Score: Raw -480436.818761 + Penalty 2804.803518 = -477632.015244
  nChanged 12
		SP:Iteration 39Q (23768.720000 sec): 3 clusters
  Score: Raw -480439.975891 + Penalty 2804.803518 = -477635.172374
  nChanged 9
		SP:Iteration 40F (23768.940000 sec): 3 clusters
  Score: Raw -480442.582421 + Penalty 2804.803518 = -477637.778903
  nChanged 7
		SP:Iteration 41Q (23769.180000 sec): 3 clusters
  Score: Raw -480444.552953 + Penalty 2804.803518 = -477639.749435
  nChanged 8
		SP:Iteration 42Q (23769.390000 sec): 3 clusters
  Score: Raw -480447.287219 + Penalty 2804.803518 = -477642.483701
  nChanged 11
		SP:Iteration 43Q (23769.660000 sec): 3 clusters
  Score: Raw -480450.488671 + Penalty 2804.803518 = -477645.685153
  nChanged 6
		SP:Iteration 44Q (23769.840000 sec): 3 clusters
  Score: Raw -480451.922761 + Penalty 2804.803518 = -477647.119243
  nChanged 7
		SP:Iteration 45Q (23770.070000 sec): 3 clusters
  Score: Raw -480453.623322 + Penalty 2804.803518 = -477648.819804
  nChanged 13
		SP:Iteration 46Q (23770.320000 sec): 3 clusters
  Score: Raw -480459.645986 + Penalty 2804.803518 = -477654.842468
  nChanged 19
		SP:Iteration 47Q (23770.530000 sec): 3 clusters
  Score: Raw -480466.971302 + Penalty 2804.803518 = -477662.167785
  nChanged 17
		SP:Iteration 48Q (23770.740000 sec): 3 clusters
  Score: Raw -480472.719006 + Penalty 2804.803518 = -477667.915488
  nChanged 16
		SP:Iteration 49Q (23770.960000 sec): 3 clusters
  Score: Raw -480478.647475 + Penalty 2804.803518 = -477673.843957
  nChanged 15
		SP:Iteration 50Q (23771.210000 sec): 3 clusters
  Score: Raw -480483.191579 + Penalty 2804.803518 = -477678.388062
  nChanged 13
		SP:Iteration 51Q (23771.350000 sec): 3 clusters
  Score: Raw -480487.869356 + Penalty 2804.803518 = -477683.065838
  nChanged 13
		SP:Iteration 52Q (23771.550000 sec): 3 clusters
  Score: Raw -480491.532992 + Penalty 2804.803518 = -477686.729474
  nChanged 13
		SP:Iteration 53Q (23771.740000 sec): 3 clusters
  Score: Raw -480494.492287 + Penalty 2804.803518 = -477689.688770
  nChanged 8
		SP:Iteration 54Q (23771.950000 sec): 3 clusters
  Score: Raw -480495.844489 + Penalty 2804.803518 = -477691.040971
  nChanged 5
		SP:Iteration 55Q (23772.160000 sec): 3 clusters
  Score: Raw -480496.391211 + Penalty 2804.803518 = -477691.587693
  nChanged 2
		SP:Iteration 56Q (23772.400000 sec): 3 clusters
  Score: Raw -480497.027979 + Penalty 2804.803518 = -477692.224461
  nChanged 6
		SP:Iteration 57Q (23772.650000 sec): 3 clusters
  Score: Raw -480498.107746 + Penalty 2804.803518 = -477693.304228
  nChanged 3
		SP:Iteration 58Q (23772.860000 sec): 3 clusters
  Score: Raw -480498.921705 + Penalty 2804.803518 = -477694.118188
  nChanged 7
		SP:Iteration 59Q (23773.100000 sec): 3 clusters
  Score: Raw -480500.328261 + Penalty 2804.803518 = -477695.524743
  nChanged 5
		SP:Iteration 60F (23773.300000 sec): 3 clusters
  Score: Raw -480501.554279 + Penalty 2804.803518 = -477696.750761
  nChanged 7
		SP:Iteration 61Q (23773.520000 sec): 3 clusters
  Score: Raw -480503.438497 + Penalty 2804.803518 = -477698.634979
  nChanged 7
		SP:Iteration 62Q (23773.750000 sec): 3 clusters
  Score: Raw -480505.052659 + Penalty 2804.803518 = -477700.249142
  nChanged 4
		SP:Iteration 63Q (23773.930000 sec): 3 clusters
  Score: Raw -480505.838318 + Penalty 2804.803518 = -477701.034800
  nChanged 3
		SP:Iteration 64Q (23774.120000 sec): 3 clusters
  Score: Raw -480506.259673 + Penalty 2804.803518 = -477701.456155
  nChanged 4
		SP:Iteration 65Q (23774.380000 sec): 3 clusters
  Score: Raw -480507.120816 + Penalty 2804.803518 = -477702.317298
  nChanged 7
		SP:Iteration 66Q (23774.590000 sec): 3 clusters
  Score: Raw -480508.855727 + Penalty 2804.803518 = -477704.052209
  nChanged 9
		SP:Iteration 67Q (23774.870000 sec): 3 clusters
  Score: Raw -480511.349885 + Penalty 2804.803518 = -477706.546367
  nChanged 7
		SP:Iteration 68Q (23775.140000 sec): 3 clusters
  Score: Raw -480513.176216 + Penalty 2804.803518 = -477708.372698
  nChanged 8
		SP:Iteration 69Q (23775.360000 sec): 3 clusters
  Score: Raw -480515.470728 + Penalty 2804.803518 = -477710.667210
  nChanged 12
		SP:Iteration 70Q (23775.590000 sec): 3 clusters
  Score: Raw -480518.258419 + Penalty 2804.803518 = -477713.454901
  nChanged 10
		SP:Iteration 71Q (23775.790000 sec): 3 clusters
  Score: Raw -480520.467447 + Penalty 2804.803518 = -477715.663929
  nChanged 9
		SP:Iteration 72Q (23776.000000 sec): 3 clusters
  Score: Raw -480522.002602 + Penalty 2804.803518 = -477717.199084
  nChanged 5
		SP:Iteration 73Q (23776.220000 sec): 3 clusters
  Score: Raw -480522.907803 + Penalty 2804.803518 = -477718.104285
  nChanged 3
		SP:Iteration 74Q (23776.430000 sec): 3 clusters
  Score: Raw -480523.411173 + Penalty 2804.803518 = -477718.607655
  nChanged 3
		SP:Iteration 75Q (23776.600000 sec): 3 clusters
  Score: Raw -480523.918936 + Penalty 2804.803518 = -477719.115418
  nChanged 2
		SP:Iteration 76Q (23776.790000 sec): 3 clusters
  Score: Raw -480524.226286 + Penalty 2804.803518 = -477719.422768
  nChanged 0
		SP:Iteration 77F (23777.010000 sec): 3 clusters
  Score: Raw -480524.226286 + Penalty 2804.803518 = -477719.422768
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 13 (4892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23777.160000 sec): 2 clusters
  Score: Raw -386514.099456 + Penalty 1380.495431 = -385133.604025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23777.330000 sec): 3 clusters
  Score: Raw -384001.593380 + Penalty 2760.990861 = -381240.602518
  nChanged 1997
		SP:Iteration 1F (23777.550000 sec): 3 clusters
  Score: Raw -385139.539957 + Penalty 2760.990861 = -382378.549096
  nChanged 359
		SP:Iteration 2F (23777.760000 sec): 3 clusters
  Score: Raw -385428.609931 + Penalty 2760.990861 = -382667.619070
  nChanged 325
		SP:Iteration 3F (23777.940000 sec): 3 clusters
  Score: Raw -385675.502765 + Penalty 2760.990861 = -382914.511903
  nChanged 292
		SP:Iteration 4F (23778.140000 sec): 3 clusters
  Score: Raw -385900.965166 + Penalty 2760.990861 = -383139.974304
  nChanged 283
		SP:Iteration 5F (23778.320000 sec): 3 clusters
  Score: Raw -386120.022171 + Penalty 2760.990861 = -383359.031309
  nChanged 241
		SP:Iteration 6Q (23778.490000 sec): 3 clusters
  Score: Raw -386299.657928 + Penalty 2760.990861 = -383538.667066
  nChanged 193
		SP:Iteration 7Q (23778.670000 sec): 3 clusters
  Score: Raw -386466.855618 + Penalty 2760.990861 = -383705.864757
  nChanged 167
		SP:Iteration 8Q (23778.900000 sec): 3 clusters
  Score: Raw -386610.950208 + Penalty 2760.990861 = -383849.959346
  nChanged 128
		SP:Iteration 9Q (23779.060000 sec): 3 clusters
  Score: Raw -386703.634530 + Penalty 2760.990861 = -383942.643668
  nChanged 109
		SP:Iteration 10Q (23779.290000 sec): 3 clusters
  Score: Raw -386795.696690 + Penalty 2760.990861 = -384034.705828
  nChanged 93
		SP:Iteration 11Q (23779.480000 sec): 3 clusters
  Score: Raw -386882.994457 + Penalty 2760.990861 = -384122.003596
  nChanged 94
		SP:Iteration 12Q (23779.700000 sec): 3 clusters
  Score: Raw -386957.466275 + Penalty 2760.990861 = -384196.475414
  nChanged 77
		SP:Iteration 13Q (23779.910000 sec): 3 clusters
  Score: Raw -387003.250160 + Penalty 2760.990861 = -384242.259299
  nChanged 46
		SP:Iteration 14Q (23780.140000 sec): 3 clusters
  Score: Raw -387023.329160 + Penalty 2760.990861 = -384262.338298
  nChanged 27
		SP:Iteration 15Q (23780.320000 sec): 3 clusters
  Score: Raw -387038.043811 + Penalty 2760.990861 = -384277.052950
  nChanged 37
		SP:Iteration 16Q (23780.510000 sec): 3 clusters
  Score: Raw -387054.493400 + Penalty 2760.990861 = -384293.502538
  nChanged 35
		SP:Iteration 17Q (23780.700000 sec): 3 clusters
  Score: Raw -387069.305655 + Penalty 2760.990861 = -384308.314793
  nChanged 34
		SP:Iteration 18Q (23780.960000 sec): 3 clusters
  Score: Raw -387085.340063 + Penalty 2760.990861 = -384324.349202
  nChanged 40
		SP:Iteration 19Q (23781.150000 sec): 3 clusters
  Score: Raw -387106.032058 + Penalty 2760.990861 = -384345.041196
  nChanged 40
		SP:Iteration 20F (23781.390000 sec): 3 clusters
  Score: Raw -387126.755146 + Penalty 2760.990861 = -384365.764285
  nChanged 35
		SP:Iteration 21Q (23781.580000 sec): 3 clusters
  Score: Raw -387140.950434 + Penalty 2760.990861 = -384379.959573
  nChanged 28
		SP:Iteration 22Q (23781.760000 sec): 3 clusters
  Score: Raw -387154.220315 + Penalty 2760.990861 = -384393.229454
  nChanged 21
		SP:Iteration 23Q (23781.940000 sec): 3 clusters
  Score: Raw -387165.200909 + Penalty 2760.990861 = -384404.210048
  nChanged 30
		SP:Iteration 24Q (23782.140000 sec): 3 clusters
  Score: Raw -387180.667678 + Penalty 2760.990861 = -384419.676817
  nChanged 20
		SP:Iteration 25Q (23782.390000 sec): 3 clusters
  Score: Raw -387188.121304 + Penalty 2760.990861 = -384427.130442
  nChanged 19
		SP:Iteration 26Q (23782.580000 sec): 3 clusters
  Score: Raw -387198.447501 + Penalty 2760.990861 = -384437.456639
  nChanged 28
		SP:Iteration 27Q (23782.810000 sec): 3 clusters
  Score: Raw -387215.727498 + Penalty 2760.990861 = -384454.736636
  nChanged 32
		SP:Iteration 28Q (23783.040000 sec): 3 clusters
  Score: Raw -387229.685918 + Penalty 2760.990861 = -384468.695057
  nChanged 22
		SP:Iteration 29Q (23783.270000 sec): 3 clusters
  Score: Raw -387236.846811 + Penalty 2760.990861 = -384475.855949
  nChanged 12
		SP:Iteration 30Q (23783.490000 sec): 3 clusters
  Score: Raw -387240.623449 + Penalty 2760.990861 = -384479.632587
  nChanged 8
		SP:Iteration 31Q (23783.670000 sec): 3 clusters
  Score: Raw -387243.528451 + Penalty 2760.990861 = -384482.537590
  nChanged 8
		SP:Iteration 32Q (23783.880000 sec): 3 clusters
  Score: Raw -387246.451266 + Penalty 2760.990861 = -384485.460404
  nChanged 8
		SP:Iteration 33Q (23784.050000 sec): 3 clusters
  Score: Raw -387248.536472 + Penalty 2760.990861 = -384487.545611
  nChanged 7
		SP:Iteration 34Q (23784.260000 sec): 3 clusters
  Score: Raw -387250.371580 + Penalty 2760.990861 = -384489.380718
  nChanged 5
		SP:Iteration 35Q (23784.470000 sec): 3 clusters
  Score: Raw -387251.491023 + Penalty 2760.990861 = -384490.500162
  nChanged 2
		SP:Iteration 36Q (23784.670000 sec): 3 clusters
  Score: Raw -387252.090082 + Penalty 2760.990861 = -384491.099220
  nChanged 0
		SP:Iteration 37F (23784.860000 sec): 3 clusters
  Score: Raw -387252.090082 + Penalty 2760.990861 = -384491.099220
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 14 (7409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23785.000000 sec): 2 clusters
  Score: Raw -629159.175691 + Penalty 1447.948248 = -627711.227443
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23785.260000 sec): 3 clusters
  Score: Raw -625104.903798 + Penalty 2895.896496 = -622209.007302
  nChanged 3111
		SP:Iteration 1F (23785.500000 sec): 3 clusters
  Score: Raw -626767.470339 + Penalty 2895.896496 = -623871.573843
  nChanged 486
		SP:Iteration 2F (23785.740000 sec): 3 clusters
  Score: Raw -627014.142638 + Penalty 2895.896496 = -624118.246142
  nChanged 410
		SP:Iteration 3F (23785.980000 sec): 3 clusters
  Score: Raw -627194.316244 + Penalty 2895.896496 = -624298.419748
  nChanged 332
		SP:Iteration 4Q (23786.190000 sec): 3 clusters
  Score: Raw -627336.328598 + Penalty 2895.896496 = -624440.432102
  nChanged 294
		SP:Iteration 5Q (23786.400000 sec): 3 clusters
  Score: Raw -627465.382825 + Penalty 2895.896496 = -624569.486330
  nChanged 294
		SP:Iteration 6Q (23786.640000 sec): 3 clusters
  Score: Raw -627588.510831 + Penalty 2895.896496 = -624692.614335
  nChanged 235
		SP:Iteration 7Q (23786.880000 sec): 3 clusters
  Score: Raw -627694.556524 + Penalty 2895.896496 = -624798.660028
  nChanged 234
		SP:Iteration 8Q (23787.100000 sec): 3 clusters
  Score: Raw -627803.434377 + Penalty 2895.896496 = -624907.537881
  nChanged 232
		SP:Iteration 9Q (23787.320000 sec): 3 clusters
  Score: Raw -627911.074739 + Penalty 2895.896496 = -625015.178243
  nChanged 230
		SP:Iteration 10Q (23787.580000 sec): 3 clusters
  Score: Raw -628021.330289 + Penalty 2895.896496 = -625125.433793
  nChanged 246
		SP:Iteration 11Q (23787.790000 sec): 3 clusters
  Score: Raw -628153.523993 + Penalty 2895.896496 = -625257.627497
  nChanged 239
		SP:Iteration 12Q (23788.010000 sec): 3 clusters
  Score: Raw -628267.736119 + Penalty 2895.896496 = -625371.839623
  nChanged 225
		SP:Iteration 13Q (23788.190000 sec): 3 clusters
  Score: Raw -628365.001501 + Penalty 2895.896496 = -625469.105006
  nChanged 183
		SP:Iteration 14Q (23788.430000 sec): 3 clusters
  Score: Raw -628451.888161 + Penalty 2895.896496 = -625555.991665
  nChanged 182
		SP:Iteration 15Q (23788.690000 sec): 3 clusters
  Score: Raw -628521.553574 + Penalty 2895.896496 = -625625.657078
  nChanged 138
		SP:Iteration 16Q (23788.930000 sec): 3 clusters
  Score: Raw -628577.759912 + Penalty 2895.896496 = -625681.863416
  nChanged 125
		SP:Iteration 17Q (23789.120000 sec): 3 clusters
  Score: Raw -628626.114499 + Penalty 2895.896496 = -625730.218004
  nChanged 110
		SP:Iteration 18Q (23789.350000 sec): 3 clusters
  Score: Raw -628660.259878 + Penalty 2895.896496 = -625764.363382
  nChanged 101
		SP:Iteration 19Q (23789.590000 sec): 3 clusters
  Score: Raw -628694.729799 + Penalty 2895.896496 = -625798.833303
  nChanged 106
		SP:Iteration 20F (23789.820000 sec): 3 clusters
  Score: Raw -628731.871827 + Penalty 2895.896496 = -625835.975331
  nChanged 91
		SP:Iteration 21Q (23789.990000 sec): 3 clusters
  Score: Raw -628757.437635 + Penalty 2895.896496 = -625861.541139
  nChanged 79
		SP:Iteration 22Q (23790.220000 sec): 3 clusters
  Score: Raw -628777.463481 + Penalty 2895.896496 = -625881.566985
  nChanged 68
		SP:Iteration 23Q (23790.470000 sec): 3 clusters
  Score: Raw -628792.517478 + Penalty 2895.896496 = -625896.620982
  nChanged 45
		SP:Iteration 24Q (23790.720000 sec): 3 clusters
  Score: Raw -628805.403302 + Penalty 2895.896496 = -625909.506806
  nChanged 54
		SP:Iteration 25Q (23790.980000 sec): 3 clusters
  Score: Raw -628818.555926 + Penalty 2895.896496 = -625922.659430
  nChanged 59
		SP:Iteration 26Q (23791.220000 sec): 3 clusters
  Score: Raw -628835.087776 + Penalty 2895.896496 = -625939.191280
  nChanged 61
		SP:Iteration 27Q (23791.370000 sec): 3 clusters
  Score: Raw -628856.568651 + Penalty 2895.896496 = -625960.672155
  nChanged 61
		SP:Iteration 28Q (23791.620000 sec): 3 clusters
  Score: Raw -628877.592435 + Penalty 2895.896496 = -625981.695939
  nChanged 67
		SP:Iteration 29Q (23791.800000 sec): 3 clusters
  Score: Raw -628904.028322 + Penalty 2895.896496 = -626008.131826
  nChanged 77
		SP:Iteration 30Q (23791.940000 sec): 3 clusters
  Score: Raw -628930.895389 + Penalty 2895.896496 = -626034.998893
  nChanged 79
		SP:Iteration 31Q (23792.140000 sec): 3 clusters
  Score: Raw -628956.036629 + Penalty 2895.896496 = -626060.140133
  nChanged 60
		SP:Iteration 32Q (23792.330000 sec): 3 clusters
  Score: Raw -628973.401950 + Penalty 2895.896496 = -626077.505454
  nChanged 47
		SP:Iteration 33Q (23792.500000 sec): 3 clusters
  Score: Raw -628990.062681 + Penalty 2895.896496 = -626094.166185
  nChanged 50
		SP:Iteration 34Q (23792.740000 sec): 3 clusters
  Score: Raw -629001.877499 + Penalty 2895.896496 = -626105.981003
  nChanged 42
		SP:Iteration 35Q (23792.930000 sec): 3 clusters
  Score: Raw -629015.320805 + Penalty 2895.896496 = -626119.424309
  nChanged 32
		SP:Iteration 36Q (23793.140000 sec): 3 clusters
  Score: Raw -629025.049843 + Penalty 2895.896496 = -626129.153348
  nChanged 37
		SP:Iteration 37Q (23793.360000 sec): 3 clusters
  Score: Raw -629034.657176 + Penalty 2895.896496 = -626138.760681
  nChanged 31
		SP:Iteration 38Q (23793.580000 sec): 3 clusters
  Score: Raw -629041.688413 + Penalty 2895.896496 = -626145.791917
  nChanged 30
		SP:Iteration 39Q (23793.790000 sec): 3 clusters
  Score: Raw -629052.908800 + Penalty 2895.896496 = -626157.012305
  nChanged 33
		SP:Iteration 40F (23793.980000 sec): 3 clusters
  Score: Raw -629062.063867 + Penalty 2895.896496 = -626166.167371
  nChanged 30
		SP:Iteration 41Q (23794.160000 sec): 3 clusters
  Score: Raw -629071.234682 + Penalty 2895.896496 = -626175.338186
  nChanged 28
		SP:Iteration 42Q (23794.370000 sec): 3 clusters
  Score: Raw -629082.753818 + Penalty 2895.896496 = -626186.857322
  nChanged 37
		SP:Iteration 43Q (23794.580000 sec): 3 clusters
  Score: Raw -629094.567091 + Penalty 2895.896496 = -626198.670595
  nChanged 38
		SP:Iteration 44Q (23794.800000 sec): 3 clusters
  Score: Raw -629105.136052 + Penalty 2895.896496 = -626209.239556
  nChanged 29
		SP:Iteration 45Q (23795.000000 sec): 3 clusters
  Score: Raw -629114.577760 + Penalty 2895.896496 = -626218.681265
  nChanged 26
		SP:Iteration 46Q (23795.260000 sec): 3 clusters
  Score: Raw -629120.550008 + Penalty 2895.896496 = -626224.653512
  nChanged 25
		SP:Iteration 47Q (23795.480000 sec): 3 clusters
  Score: Raw -629126.329613 + Penalty 2895.896496 = -626230.433117
  nChanged 23
		SP:Iteration 48Q (23795.680000 sec): 3 clusters
  Score: Raw -629131.931262 + Penalty 2895.896496 = -626236.034767
  nChanged 21
		SP:Iteration 49Q (23795.860000 sec): 3 clusters
  Score: Raw -629137.830784 + Penalty 2895.896496 = -626241.934288
  nChanged 25
		SP:Iteration 50Q (23796.120000 sec): 3 clusters
  Score: Raw -629143.156607 + Penalty 2895.896496 = -626247.260111
  nChanged 22
		SP:Iteration 51Q (23796.320000 sec): 3 clusters
  Score: Raw -629148.602231 + Penalty 2895.896496 = -626252.705735
  nChanged 19
		SP:Iteration 52Q (23796.530000 sec): 3 clusters
  Score: Raw -629154.892694 + Penalty 2895.896496 = -626258.996199
  nChanged 24
		SP:Iteration 53Q (23796.770000 sec): 3 clusters
  Score: Raw -629161.961431 + Penalty 2895.896496 = -626266.064935
  nChanged 18
		SP:Iteration 54Q (23796.970000 sec): 3 clusters
  Score: Raw -629167.491587 + Penalty 2895.896496 = -626271.595091
  nChanged 22
		SP:Iteration 55Q (23797.220000 sec): 3 clusters
  Score: Raw -629173.235108 + Penalty 2895.896496 = -626277.338612
  nChanged 22
		SP:Iteration 56Q (23797.440000 sec): 3 clusters
  Score: Raw -629179.689022 + Penalty 2895.896496 = -626283.792526
  nChanged 21
		SP:Iteration 57Q (23797.680000 sec): 3 clusters
  Score: Raw -629184.921816 + Penalty 2895.896496 = -626289.025320
  nChanged 21
		SP:Iteration 58Q (23797.880000 sec): 3 clusters
  Score: Raw -629189.132799 + Penalty 2895.896496 = -626293.236303
  nChanged 18
		SP:Iteration 59Q (23798.080000 sec): 3 clusters
  Score: Raw -629194.088829 + Penalty 2895.896496 = -626298.192334
  nChanged 23
		SP:Iteration 60F (23798.350000 sec): 3 clusters
  Score: Raw -629200.066579 + Penalty 2895.896496 = -626304.170083
  nChanged 29
		SP:Iteration 61Q (23798.590000 sec): 3 clusters
  Score: Raw -629208.786198 + Penalty 2895.896496 = -626312.889702
  nChanged 24
		SP:Iteration 62Q (23798.800000 sec): 3 clusters
  Score: Raw -629218.529471 + Penalty 2895.896496 = -626322.632975
  nChanged 32
		SP:Iteration 63Q (23798.980000 sec): 3 clusters
  Score: Raw -629230.386501 + Penalty 2895.896496 = -626334.490005
  nChanged 34
		SP:Iteration 64Q (23799.200000 sec): 3 clusters
  Score: Raw -629244.289941 + Penalty 2895.896496 = -626348.393445
  nChanged 36
		SP:Iteration 65Q (23799.440000 sec): 3 clusters
  Score: Raw -629257.597282 + Penalty 2895.896496 = -626361.700786
  nChanged 38
		SP:Iteration 66Q (23799.650000 sec): 3 clusters
  Score: Raw -629272.812916 + Penalty 2895.896496 = -626376.916420
  nChanged 33
		SP:Iteration 67Q (23799.820000 sec): 3 clusters
  Score: Raw -629283.277480 + Penalty 2895.896496 = -626387.380984
  nChanged 26
		SP:Iteration 68Q (23800.040000 sec): 3 clusters
  Score: Raw -629290.118465 + Penalty 2895.896496 = -626394.221969
  nChanged 22
		SP:Iteration 69Q (23800.250000 sec): 3 clusters
  Score: Raw -629296.153540 + Penalty 2895.896496 = -626400.257044
  nChanged 15
		SP:Iteration 70Q (23800.480000 sec): 3 clusters
  Score: Raw -629300.098640 + Penalty 2895.896496 = -626404.202144
  nChanged 16
		SP:Iteration 71Q (23800.700000 sec): 3 clusters
  Score: Raw -629304.373468 + Penalty 2895.896496 = -626408.476972
  nChanged 14
		SP:Iteration 72Q (23800.940000 sec): 3 clusters
  Score: Raw -629307.545345 + Penalty 2895.896496 = -626411.648849
  nChanged 9
		SP:Iteration 73Q (23801.120000 sec): 3 clusters
  Score: Raw -629310.347696 + Penalty 2895.896496 = -626414.451201
  nChanged 12
		SP:Iteration 74Q (23801.330000 sec): 3 clusters
  Score: Raw -629314.441464 + Penalty 2895.896496 = -626418.544968
  nChanged 13
		SP:Iteration 75Q (23801.510000 sec): 3 clusters
  Score: Raw -629318.114136 + Penalty 2895.896496 = -626422.217640
  nChanged 17
		SP:Iteration 76Q (23801.690000 sec): 3 clusters
  Score: Raw -629322.030109 + Penalty 2895.896496 = -626426.133613
  nChanged 11
		SP:Iteration 77Q (23801.930000 sec): 3 clusters
  Score: Raw -629325.080318 + Penalty 2895.896496 = -626429.183823
  nChanged 13
		SP:Iteration 78Q (23802.100000 sec): 3 clusters
  Score: Raw -629329.160467 + Penalty 2895.896496 = -626433.263971
  nChanged 17
		SP:Iteration 79Q (23802.380000 sec): 3 clusters
  Score: Raw -629334.045399 + Penalty 2895.896496 = -626438.148903
  nChanged 12
		SP:Iteration 80F (23802.560000 sec): 3 clusters
  Score: Raw -629336.382714 + Penalty 2895.896496 = -626440.486218
  nChanged 8
		SP:Iteration 81Q (23802.820000 sec): 3 clusters
  Score: Raw -629339.564000 + Penalty 2895.896496 = -626443.667505
  nChanged 13
		SP:Iteration 82Q (23803.070000 sec): 3 clusters
  Score: Raw -629343.881415 + Penalty 2895.896496 = -626447.984919
  nChanged 11
		SP:Iteration 83Q (23803.320000 sec): 3 clusters
  Score: Raw -629347.067027 + Penalty 2895.896496 = -626451.170531
  nChanged 16
		SP:Iteration 84Q (23803.570000 sec): 3 clusters
  Score: Raw -629350.891871 + Penalty 2895.896496 = -626454.995375
  nChanged 13
		SP:Iteration 85Q (23803.800000 sec): 3 clusters
  Score: Raw -629354.303502 + Penalty 2895.896496 = -626458.407006
  nChanged 10
		SP:Iteration 86Q (23804.010000 sec): 3 clusters
  Score: Raw -629356.172772 + Penalty 2895.896496 = -626460.276276
  nChanged 7
		SP:Iteration 87Q (23804.230000 sec): 3 clusters
  Score: Raw -629357.582848 + Penalty 2895.896496 = -626461.686352
  nChanged 4
		SP:Iteration 88Q (23804.460000 sec): 3 clusters
  Score: Raw -629358.699900 + Penalty 2895.896496 = -626462.803404
  nChanged 3
		SP:Iteration 89Q (23804.640000 sec): 3 clusters
  Score: Raw -629359.710347 + Penalty 2895.896496 = -626463.813851
  nChanged 1
		SP:Iteration 90Q (23804.810000 sec): 3 clusters
  Score: Raw -629359.898616 + Penalty 2895.896496 = -626464.002120
  nChanged 2
		SP:Iteration 91Q (23805.020000 sec): 3 clusters
  Score: Raw -629360.130765 + Penalty 2895.896496 = -626464.234269
  nChanged 0
		SP:Iteration 92F (23805.300000 sec): 3 clusters
  Score: Raw -629360.130765 + Penalty 2895.896496 = -626464.234269
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 15 (42723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23805.540000 sec): 2 clusters
  Score: Raw -3773941.556703 + Penalty 1732.655063 = -3772208.901640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23805.910000 sec): 3 clusters
  Score: Raw -3747220.179981 + Penalty 3465.310126 = -3743754.869855
  nChanged 19952
		SP:Iteration 1F (23806.250000 sec): 3 clusters
  Score: Raw -3758375.518362 + Penalty 3465.310126 = -3754910.208236
  nChanged 1764
		SP:Iteration 2Q (23806.610000 sec): 3 clusters
  Score: Raw -3758944.823522 + Penalty 3465.310126 = -3755479.513396
  nChanged 1759
		SP:Iteration 3Q (23807.020000 sec): 3 clusters
  Score: Raw -3759556.345684 + Penalty 3465.310126 = -3756091.035558
  nChanged 1798
		SP:Iteration 4Q (23807.450000 sec): 3 clusters
  Score: Raw -3760226.769116 + Penalty 3465.310126 = -3756761.458990
  nChanged 1811
		SP:Iteration 5Q (23807.820000 sec): 3 clusters
  Score: Raw -3760961.799452 + Penalty 3465.310126 = -3757496.489326
  nChanged 1880
		SP:Iteration 6Q (23808.190000 sec): 3 clusters
  Score: Raw -3761749.030650 + Penalty 3465.310126 = -3758283.720524
  nChanged 1852
		SP:Iteration 7Q (23808.620000 sec): 3 clusters
  Score: Raw -3762569.198890 + Penalty 3465.310126 = -3759103.888764
  nChanged 1951
		SP:Iteration 8Q (23809.020000 sec): 3 clusters
  Score: Raw -3763502.855869 + Penalty 3465.310126 = -3760037.545743
  nChanged 2002
		SP:Iteration 9Q (23809.410000 sec): 3 clusters
  Score: Raw -3764567.316953 + Penalty 3465.310126 = -3761102.006827
  nChanged 2025
		SP:Iteration 10Q (23809.780000 sec): 3 clusters
  Score: Raw -3765713.668805 + Penalty 3465.310126 = -3762248.358678
  nChanged 1831
		SP:Iteration 11Q (23810.160000 sec): 3 clusters
  Score: Raw -3766632.868054 + Penalty 3465.310126 = -3763167.557928
  nChanged 1539
		SP:Iteration 12Q (23810.610000 sec): 3 clusters
  Score: Raw -3767174.145056 + Penalty 3465.310126 = -3763708.834930
  nChanged 1023
		SP:Iteration 13Q (23810.970000 sec): 3 clusters
  Score: Raw -3767428.721645 + Penalty 3465.310126 = -3763963.411519
  nChanged 658
		SP:Iteration 14Q (23811.400000 sec): 3 clusters
  Score: Raw -3767552.339872 + Penalty 3465.310126 = -3764087.029745
  nChanged 461
		SP:Iteration 15Q (23811.780000 sec): 3 clusters
  Score: Raw -3767620.229712 + Penalty 3465.310126 = -3764154.919586
  nChanged 346
		SP:Iteration 16Q (23812.130000 sec): 3 clusters
  Score: Raw -3767666.499883 + Penalty 3465.310126 = -3764201.189757
  nChanged 303
		SP:Iteration 17Q (23812.510000 sec): 3 clusters
  Score: Raw -3767705.379211 + Penalty 3465.310126 = -3764240.069085
  nChanged 274
		SP:Iteration 18Q (23812.890000 sec): 3 clusters
  Score: Raw -3767739.743100 + Penalty 3465.310126 = -3764274.432973
  nChanged 243
		SP:Iteration 19Q (23813.290000 sec): 3 clusters
  Score: Raw -3767767.608167 + Penalty 3465.310126 = -3764302.298041
  nChanged 205
		SP:Iteration 20F (23813.700000 sec): 3 clusters
  Score: Raw -3767788.327045 + Penalty 3465.310126 = -3764323.016919
  nChanged 198
		SP:Iteration 21Q (23814.040000 sec): 3 clusters
  Score: Raw -3767806.603579 + Penalty 3465.310126 = -3764341.293453
  nChanged 174
		SP:Iteration 22Q (23814.430000 sec): 3 clusters
  Score: Raw -3767821.444866 + Penalty 3465.310126 = -3764356.134740
  nChanged 166
		SP:Iteration 23Q (23814.810000 sec): 3 clusters
  Score: Raw -3767834.457028 + Penalty 3465.310126 = -3764369.146902
  nChanged 135
		SP:Iteration 24Q (23815.220000 sec): 3 clusters
  Score: Raw -3767843.770825 + Penalty 3465.310126 = -3764378.460699
  nChanged 127
		SP:Iteration 25Q (23815.630000 sec): 3 clusters
  Score: Raw -3767853.674350 + Penalty 3465.310126 = -3764388.364224
  nChanged 127
		SP:Iteration 26Q (23815.990000 sec): 3 clusters
  Score: Raw -3767863.141038 + Penalty 3465.310126 = -3764397.830912
  nChanged 123
		SP:Iteration 27Q (23816.380000 sec): 3 clusters
  Score: Raw -3767871.052355 + Penalty 3465.310126 = -3764405.742229
  nChanged 108
		SP:Iteration 28Q (23816.750000 sec): 3 clusters
  Score: Raw -3767876.979967 + Penalty 3465.310126 = -3764411.669841
  nChanged 97
		SP:Iteration 29Q (23817.230000 sec): 3 clusters
  Score: Raw -3767881.939321 + Penalty 3465.310126 = -3764416.629195
  nChanged 87
		SP:Iteration 30Q (23817.600000 sec): 3 clusters
  Score: Raw -3767886.821813 + Penalty 3465.310126 = -3764421.511686
  nChanged 72
		SP:Iteration 31Q (23817.960000 sec): 3 clusters
  Score: Raw -3767890.543275 + Penalty 3465.310126 = -3764425.233149
  nChanged 74
		SP:Iteration 32Q (23818.350000 sec): 3 clusters
  Score: Raw -3767894.197034 + Penalty 3465.310126 = -3764428.886907
  nChanged 69
		SP:Iteration 33Q (23818.710000 sec): 3 clusters
  Score: Raw -3767897.013234 + Penalty 3465.310126 = -3764431.703108
  nChanged 50
		SP:Iteration 34Q (23819.030000 sec): 3 clusters
  Score: Raw -3767898.932751 + Penalty 3465.310126 = -3764433.622625
  nChanged 49
		SP:Iteration 35Q (23819.420000 sec): 3 clusters
  Score: Raw -3767900.520086 + Penalty 3465.310126 = -3764435.209960
  nChanged 39
		SP:Iteration 36Q (23819.790000 sec): 3 clusters
  Score: Raw -3767901.838988 + Penalty 3465.310126 = -3764436.528862
  nChanged 43
		SP:Iteration 37Q (23820.130000 sec): 3 clusters
  Score: Raw -3767903.400734 + Penalty 3465.310126 = -3764438.090608
  nChanged 35
		SP:Iteration 38Q (23820.500000 sec): 3 clusters
  Score: Raw -3767905.125667 + Penalty 3465.310126 = -3764439.815541
  nChanged 38
		SP:Iteration 39Q (23820.900000 sec): 3 clusters
  Score: Raw -3767906.697091 + Penalty 3465.310126 = -3764441.386965
  nChanged 36
		SP:Iteration 40F (23821.240000 sec): 3 clusters
  Score: Raw -3767907.906147 + Penalty 3465.310126 = -3764442.596021
  nChanged 25
		SP:Iteration 41Q (23821.570000 sec): 3 clusters
  Score: Raw -3767908.601160 + Penalty 3465.310126 = -3764443.291034
  nChanged 28
		SP:Iteration 42Q (23821.910000 sec): 3 clusters
  Score: Raw -3767909.309718 + Penalty 3465.310126 = -3764443.999592
  nChanged 23
		SP:Iteration 43Q (23822.260000 sec): 3 clusters
  Score: Raw -3767909.957533 + Penalty 3465.310126 = -3764444.647407
  nChanged 21
		SP:Iteration 44Q (23822.650000 sec): 3 clusters
  Score: Raw -3767910.699830 + Penalty 3465.310126 = -3764445.389703
  nChanged 22
		SP:Iteration 45Q (23823.010000 sec): 3 clusters
  Score: Raw -3767911.296285 + Penalty 3465.310126 = -3764445.986159
  nChanged 18
		SP:Iteration 46Q (23823.430000 sec): 3 clusters
  Score: Raw -3767911.760433 + Penalty 3465.310126 = -3764446.450307
  nChanged 19
		SP:Iteration 47Q (23823.790000 sec): 3 clusters
  Score: Raw -3767912.305191 + Penalty 3465.310126 = -3764446.995064
  nChanged 13
		SP:Iteration 48Q (23824.160000 sec): 3 clusters
  Score: Raw -3767912.699857 + Penalty 3465.310126 = -3764447.389731
  nChanged 10
		SP:Iteration 49Q (23824.510000 sec): 3 clusters
  Score: Raw -3767912.909839 + Penalty 3465.310126 = -3764447.599713
  nChanged 12
		SP:Iteration 50Q (23824.880000 sec): 3 clusters
  Score: Raw -3767913.209585 + Penalty 3465.310126 = -3764447.899458
  nChanged 11
		SP:Iteration 51Q (23825.220000 sec): 3 clusters
  Score: Raw -3767913.445922 + Penalty 3465.310126 = -3764448.135795
  nChanged 15
		SP:Iteration 52Q (23825.590000 sec): 3 clusters
  Score: Raw -3767913.855164 + Penalty 3465.310126 = -3764448.545038
  nChanged 17
		SP:Iteration 53Q (23825.970000 sec): 3 clusters
  Score: Raw -3767914.316541 + Penalty 3465.310126 = -3764449.006415
  nChanged 13
		SP:Iteration 54Q (23826.310000 sec): 3 clusters
  Score: Raw -3767914.743409 + Penalty 3465.310126 = -3764449.433283
  nChanged 25
		SP:Iteration 55Q (23826.650000 sec): 3 clusters
  Score: Raw -3767915.481676 + Penalty 3465.310126 = -3764450.171550
  nChanged 19
		SP:Iteration 56Q (23826.970000 sec): 3 clusters
  Score: Raw -3767916.021087 + Penalty 3465.310126 = -3764450.710960
  nChanged 17
		SP:Iteration 57Q (23827.330000 sec): 3 clusters
  Score: Raw -3767916.550432 + Penalty 3465.310126 = -3764451.240306
  nChanged 21
		SP:Iteration 58Q (23827.680000 sec): 3 clusters
  Score: Raw -3767917.142598 + Penalty 3465.310126 = -3764451.832472
  nChanged 13
		SP:Iteration 59Q (23828.050000 sec): 3 clusters
  Score: Raw -3767917.369043 + Penalty 3465.310126 = -3764452.058916
  nChanged 9
		SP:Iteration 60F (23828.370000 sec): 3 clusters
  Score: Raw -3767917.642114 + Penalty 3465.310126 = -3764452.331988
  nChanged 12
		SP:Iteration 61Q (23828.760000 sec): 3 clusters
  Score: Raw -3767917.910226 + Penalty 3465.310126 = -3764452.600100
  nChanged 13
		SP:Iteration 62Q (23829.170000 sec): 3 clusters
  Score: Raw -3767918.374432 + Penalty 3465.310126 = -3764453.064306
  nChanged 15
		SP:Iteration 63Q (23829.590000 sec): 3 clusters
  Score: Raw -3767918.828289 + Penalty 3465.310126 = -3764453.518163
  nChanged 16
		SP:Iteration 64Q (23829.970000 sec): 3 clusters
  Score: Raw -3767919.221259 + Penalty 3465.310126 = -3764453.911133
  nChanged 10
		SP:Iteration 65Q (23830.350000 sec): 3 clusters
  Score: Raw -3767919.476552 + Penalty 3465.310126 = -3764454.166426
  nChanged 12
		SP:Iteration 66Q (23830.770000 sec): 3 clusters
  Score: Raw -3767919.820756 + Penalty 3465.310126 = -3764454.510629
  nChanged 13
		SP:Iteration 67Q (23831.180000 sec): 3 clusters
  Score: Raw -3767920.208037 + Penalty 3465.310126 = -3764454.897911
  nChanged 16
		SP:Iteration 68Q (23831.550000 sec): 3 clusters
  Score: Raw -3767920.616855 + Penalty 3465.310126 = -3764455.306729
  nChanged 18
		SP:Iteration 69Q (23831.970000 sec): 3 clusters
  Score: Raw -3767921.116300 + Penalty 3465.310126 = -3764455.806173
  nChanged 19
		SP:Iteration 70Q (23832.370000 sec): 3 clusters
  Score: Raw -3767921.630067 + Penalty 3465.310126 = -3764456.319941
  nChanged 16
		SP:Iteration 71Q (23832.770000 sec): 3 clusters
  Score: Raw -3767922.044711 + Penalty 3465.310126 = -3764456.734585
  nChanged 18
		SP:Iteration 72Q (23833.170000 sec): 3 clusters
  Score: Raw -3767922.637389 + Penalty 3465.310126 = -3764457.327263
  nChanged 23
		SP:Iteration 73Q (23833.570000 sec): 3 clusters
  Score: Raw -3767923.238172 + Penalty 3465.310126 = -3764457.928045
  nChanged 18
		SP:Iteration 74Q (23833.940000 sec): 3 clusters
  Score: Raw -3767923.768673 + Penalty 3465.310126 = -3764458.458547
  nChanged 23
		SP:Iteration 75Q (23834.340000 sec): 3 clusters
  Score: Raw -3767924.588706 + Penalty 3465.310126 = -3764459.278579
  nChanged 29
		SP:Iteration 76Q (23834.740000 sec): 3 clusters
  Score: Raw -3767925.698442 + Penalty 3465.310126 = -3764460.388316
  nChanged 26
		SP:Iteration 77Q (23835.140000 sec): 3 clusters
  Score: Raw -3767926.412020 + Penalty 3465.310126 = -3764461.101894
  nChanged 20
		SP:Iteration 78Q (23835.540000 sec): 3 clusters
  Score: Raw -3767926.906575 + Penalty 3465.310126 = -3764461.596449
  nChanged 9
		SP:Iteration 79Q (23835.910000 sec): 3 clusters
  Score: Raw -3767927.094038 + Penalty 3465.310126 = -3764461.783912
  nChanged 5
		SP:Iteration 80F (23836.300000 sec): 3 clusters
  Score: Raw -3767927.274166 + Penalty 3465.310126 = -3764461.964039
  nChanged 10
		SP:Iteration 81Q (23836.640000 sec): 3 clusters
  Score: Raw -3767927.513729 + Penalty 3465.310126 = -3764462.203603
  nChanged 8
		SP:Iteration 82Q (23837.000000 sec): 3 clusters
  Score: Raw -3767927.740291 + Penalty 3465.310126 = -3764462.430165
  nChanged 14
		SP:Iteration 83Q (23837.370000 sec): 3 clusters
  Score: Raw -3767928.079830 + Penalty 3465.310126 = -3764462.769703
  nChanged 9
		SP:Iteration 84Q (23837.660000 sec): 3 clusters
  Score: Raw -3767928.290437 + Penalty 3465.310126 = -3764462.980311
  nChanged 4
		SP:Iteration 85Q (23838.040000 sec): 3 clusters
  Score: Raw -3767928.391786 + Penalty 3465.310126 = -3764463.081659
  nChanged 5
		SP:Iteration 86Q (23838.370000 sec): 3 clusters
  Score: Raw -3767928.474488 + Penalty 3465.310126 = -3764463.164362
  nChanged 4
		SP:Iteration 87Q (23838.660000 sec): 3 clusters
  Score: Raw -3767928.574886 + Penalty 3465.310126 = -3764463.264760
  nChanged 7
		SP:Iteration 88Q (23839.020000 sec): 3 clusters
  Score: Raw -3767928.726731 + Penalty 3465.310126 = -3764463.416605
  nChanged 4
		SP:Iteration 89Q (23839.370000 sec): 3 clusters
  Score: Raw -3767928.810222 + Penalty 3465.310126 = -3764463.500096
  nChanged 2
		SP:Iteration 90Q (23839.700000 sec): 3 clusters
  Score: Raw -3767928.849902 + Penalty 3465.310126 = -3764463.539776
  nChanged 4
		SP:Iteration 91Q (23840.090000 sec): 3 clusters
  Score: Raw -3767928.913674 + Penalty 3465.310126 = -3764463.603548
  nChanged 1
		SP:Iteration 92Q (23840.430000 sec): 3 clusters
  Score: Raw -3767928.978218 + Penalty 3465.310126 = -3764463.668092
  nChanged 1
		SP:Iteration 93Q (23840.780000 sec): 3 clusters
  Score: Raw -3767929.000023 + Penalty 3465.310126 = -3764463.689897
  nChanged 0
		SP:Iteration 94F (23841.100000 sec): 3 clusters
  Score: Raw -3767929.000023 + Penalty 3465.310126 = -3764463.689897
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 16 (316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23841.240000 sec): 2 clusters
  Score: Raw -26309.007397 + Penalty 935.308110 = -25373.699288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23841.460000 sec): 3 clusters
  Score: Raw -26415.843201 + Penalty 1870.616219 = -24545.226981
  nChanged 72
		SP:Iteration 1F (23841.620000 sec): 3 clusters
  Score: Raw -26557.513536 + Penalty 1870.616219 = -24686.897316
  nChanged 21
		SP:Iteration 2F (23841.830000 sec): 3 clusters
  Score: Raw -26635.594982 + Penalty 1870.616219 = -24764.978763
  nChanged 14
		SP:Iteration 3Q (23842.020000 sec): 3 clusters
  Score: Raw -26675.582465 + Penalty 1870.616219 = -24804.966246
  nChanged 11
		SP:Iteration 4Q (23842.220000 sec): 3 clusters
  Score: Raw -26703.580014 + Penalty 1870.616219 = -24832.963795
  nChanged 9
		SP:Iteration 5Q (23842.440000 sec): 3 clusters
  Score: Raw -26727.130095 + Penalty 1870.616219 = -24856.513875
  nChanged 3
		SP:Iteration 6Q (23842.570000 sec): 3 clusters
  Score: Raw -26734.447996 + Penalty 1870.616219 = -24863.831777
  nChanged 1
		SP:Iteration 7Q (23842.780000 sec): 3 clusters
  Score: Raw -26739.933816 + Penalty 1870.616219 = -24869.317596
  nChanged 4
		SP:Iteration 8Q (23842.990000 sec): 3 clusters
  Score: Raw -26749.185788 + Penalty 1870.616219 = -24878.569569
  nChanged 6
		SP:Iteration 9Q (23843.180000 sec): 3 clusters
  Score: Raw -26766.621618 + Penalty 1870.616219 = -24896.005399
  nChanged 4
		SP:Iteration 10Q (23843.390000 sec): 3 clusters
  Score: Raw -26775.366817 + Penalty 1870.616219 = -24904.750597
  nChanged 2
		SP:Iteration 11Q (23843.590000 sec): 3 clusters
  Score: Raw -26782.431374 + Penalty 1870.616219 = -24911.815155
  nChanged 1
		SP:Iteration 12Q (23843.800000 sec): 3 clusters
  Score: Raw -26786.992455 + Penalty 1870.616219 = -24916.376236
  nChanged 1
		SP:Iteration 13Q (23843.980000 sec): 3 clusters
  Score: Raw -26789.701566 + Penalty 1870.616219 = -24919.085347
  nChanged 0
		SP:Iteration 14F (23844.180000 sec): 3 clusters
  Score: Raw -26789.701566 + Penalty 1870.616219 = -24919.085347
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 17 (8254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23844.360000 sec): 2 clusters
  Score: Raw -624477.165592 + Penalty 1465.498647 = -623011.666946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23844.550000 sec): 3 clusters
  Score: Raw -619867.376751 + Penalty 2930.997293 = -616936.379457
  nChanged 3554
		SP:Iteration 1F (23844.800000 sec): 3 clusters
  Score: Raw -622133.589775 + Penalty 2930.997293 = -619202.592482
  nChanged 738
		SP:Iteration 2F (23845.040000 sec): 3 clusters
  Score: Raw -622640.800692 + Penalty 2930.997293 = -619709.803399
  nChanged 629
		SP:Iteration 3F (23845.240000 sec): 3 clusters
  Score: Raw -623064.736424 + Penalty 2930.997293 = -620133.739130
  nChanged 512
		SP:Iteration 4F (23845.400000 sec): 3 clusters
  Score: Raw -623405.765949 + Penalty 2930.997293 = -620474.768655
  nChanged 480
		SP:Iteration 5F (23845.660000 sec): 3 clusters
  Score: Raw -623774.977596 + Penalty 2930.997293 = -620843.980302
  nChanged 434
		SP:Iteration 6F (23845.930000 sec): 3 clusters
  Score: Raw -624083.253456 + Penalty 2930.997293 = -621152.256163
  nChanged 371
		SP:Iteration 7Q (23846.100000 sec): 3 clusters
  Score: Raw -624347.937269 + Penalty 2930.997293 = -621416.939976
  nChanged 313
		SP:Iteration 8Q (23846.340000 sec): 3 clusters
  Score: Raw -624570.565563 + Penalty 2930.997293 = -621639.568270
  nChanged 247
		SP:Iteration 9Q (23846.550000 sec): 3 clusters
  Score: Raw -624745.731462 + Penalty 2930.997293 = -621814.734169
  nChanged 203
		SP:Iteration 10Q (23846.800000 sec): 3 clusters
  Score: Raw -624876.448598 + Penalty 2930.997293 = -621945.451305
  nChanged 143
		SP:Iteration 11Q (23847.010000 sec): 3 clusters
  Score: Raw -624965.129152 + Penalty 2930.997293 = -622034.131859
  nChanged 110
		SP:Iteration 12Q (23847.240000 sec): 3 clusters
  Score: Raw -625017.490995 + Penalty 2930.997293 = -622086.493702
  nChanged 84
		SP:Iteration 13Q (23847.450000 sec): 3 clusters
  Score: Raw -625050.785743 + Penalty 2930.997293 = -622119.788450
  nChanged 67
		SP:Iteration 14Q (23847.700000 sec): 3 clusters
  Score: Raw -625079.225930 + Penalty 2930.997293 = -622148.228636
  nChanged 54
		SP:Iteration 15Q (23847.920000 sec): 3 clusters
  Score: Raw -625099.252039 + Penalty 2930.997293 = -622168.254746
  nChanged 41
		SP:Iteration 16Q (23848.150000 sec): 3 clusters
  Score: Raw -625111.143433 + Penalty 2930.997293 = -622180.146140
  nChanged 32
		SP:Iteration 17Q (23848.370000 sec): 3 clusters
  Score: Raw -625121.213555 + Penalty 2930.997293 = -622190.216262
  nChanged 27
		SP:Iteration 18Q (23848.550000 sec): 3 clusters
  Score: Raw -625128.264243 + Penalty 2930.997293 = -622197.266950
  nChanged 17
		SP:Iteration 19Q (23848.780000 sec): 3 clusters
  Score: Raw -625132.261708 + Penalty 2930.997293 = -622201.264414
  nChanged 18
		SP:Iteration 20F (23849.020000 sec): 3 clusters
  Score: Raw -625135.903349 + Penalty 2930.997293 = -622204.906056
  nChanged 17
		SP:Iteration 21Q (23849.200000 sec): 3 clusters
  Score: Raw -625140.447188 + Penalty 2930.997293 = -622209.449894
  nChanged 12
		SP:Iteration 22Q (23849.430000 sec): 3 clusters
  Score: Raw -625146.404373 + Penalty 2930.997293 = -622215.407080
  nChanged 17
		SP:Iteration 23Q (23849.620000 sec): 3 clusters
  Score: Raw -625152.290940 + Penalty 2930.997293 = -622221.293647
  nChanged 14
		SP:Iteration 24Q (23849.840000 sec): 3 clusters
  Score: Raw -625158.113652 + Penalty 2930.997293 = -622227.116359
  nChanged 16
		SP:Iteration 25Q (23850.050000 sec): 3 clusters
  Score: Raw -625162.037449 + Penalty 2930.997293 = -622231.040156
  nChanged 9
		SP:Iteration 26Q (23850.310000 sec): 3 clusters
  Score: Raw -625164.204722 + Penalty 2930.997293 = -622233.207429
  nChanged 4
		SP:Iteration 27Q (23850.510000 sec): 3 clusters
  Score: Raw -625165.577493 + Penalty 2930.997293 = -622234.580200
  nChanged 4
		SP:Iteration 28Q (23850.730000 sec): 3 clusters
  Score: Raw -625166.744028 + Penalty 2930.997293 = -622235.746735
  nChanged 7
		SP:Iteration 29Q (23850.940000 sec): 3 clusters
  Score: Raw -625167.936657 + Penalty 2930.997293 = -622236.939364
  nChanged 6
		SP:Iteration 30Q (23851.130000 sec): 3 clusters
  Score: Raw -625168.981935 + Penalty 2930.997293 = -622237.984641
  nChanged 7
		SP:Iteration 31Q (23851.310000 sec): 3 clusters
  Score: Raw -625170.339971 + Penalty 2930.997293 = -622239.342678
  nChanged 6
		SP:Iteration 32Q (23851.480000 sec): 3 clusters
  Score: Raw -625171.230041 + Penalty 2930.997293 = -622240.232748
  nChanged 4
		SP:Iteration 33Q (23851.680000 sec): 3 clusters
  Score: Raw -625172.036890 + Penalty 2930.997293 = -622241.039596
  nChanged 3
		SP:Iteration 34Q (23851.870000 sec): 3 clusters
  Score: Raw -625172.766809 + Penalty 2930.997293 = -622241.769516
  nChanged 5
		SP:Iteration 35Q (23852.100000 sec): 3 clusters
  Score: Raw -625174.822770 + Penalty 2930.997293 = -622243.825477
  nChanged 8
		SP:Iteration 36Q (23852.350000 sec): 3 clusters
  Score: Raw -625176.778148 + Penalty 2930.997293 = -622245.780855
  nChanged 7
		SP:Iteration 37Q (23852.570000 sec): 3 clusters
  Score: Raw -625178.081857 + Penalty 2930.997293 = -622247.084563
  nChanged 10
		SP:Iteration 38Q (23852.790000 sec): 3 clusters
  Score: Raw -625179.668504 + Penalty 2930.997293 = -622248.671211
  nChanged 5
		SP:Iteration 39Q (23853.060000 sec): 3 clusters
  Score: Raw -625180.393782 + Penalty 2930.997293 = -622249.396489
  nChanged 4
		SP:Iteration 40F (23853.280000 sec): 3 clusters
  Score: Raw -625180.730037 + Penalty 2930.997293 = -622249.732743
  nChanged 5
		SP:Iteration 41Q (23853.480000 sec): 3 clusters
  Score: Raw -625181.382029 + Penalty 2930.997293 = -622250.384736
  nChanged 8
		SP:Iteration 42Q (23853.650000 sec): 3 clusters
  Score: Raw -625182.675218 + Penalty 2930.997293 = -622251.677925
  nChanged 10
		SP:Iteration 43Q (23853.910000 sec): 3 clusters
  Score: Raw -625184.591037 + Penalty 2930.997293 = -622253.593744
  nChanged 10
		SP:Iteration 44Q (23854.110000 sec): 3 clusters
  Score: Raw -625187.123692 + Penalty 2930.997293 = -622256.126399
  nChanged 14
		SP:Iteration 45Q (23854.300000 sec): 3 clusters
  Score: Raw -625190.932801 + Penalty 2930.997293 = -622259.935508
  nChanged 17
		SP:Iteration 46Q (23854.550000 sec): 3 clusters
  Score: Raw -625197.496932 + Penalty 2930.997293 = -622266.499639
  nChanged 19
		SP:Iteration 47Q (23854.720000 sec): 3 clusters
  Score: Raw -625203.213436 + Penalty 2930.997293 = -622272.216142
  nChanged 17
		SP:Iteration 48Q (23854.960000 sec): 3 clusters
  Score: Raw -625208.167557 + Penalty 2930.997293 = -622277.170264
  nChanged 13
		SP:Iteration 49Q (23855.240000 sec): 3 clusters
  Score: Raw -625211.596611 + Penalty 2930.997293 = -622280.599318
  nChanged 15
		SP:Iteration 50Q (23855.460000 sec): 3 clusters
  Score: Raw -625216.487766 + Penalty 2930.997293 = -622285.490473
  nChanged 14
		SP:Iteration 51Q (23855.740000 sec): 3 clusters
  Score: Raw -625219.570826 + Penalty 2930.997293 = -622288.573532
  nChanged 8
		SP:Iteration 52Q (23855.960000 sec): 3 clusters
  Score: Raw -625222.140559 + Penalty 2930.997293 = -622291.143266
  nChanged 9
		SP:Iteration 53Q (23856.190000 sec): 3 clusters
  Score: Raw -625224.765809 + Penalty 2930.997293 = -622293.768516
  nChanged 8
		SP:Iteration 54Q (23856.450000 sec): 3 clusters
  Score: Raw -625226.934672 + Penalty 2930.997293 = -622295.937379
  nChanged 4
		SP:Iteration 55Q (23856.630000 sec): 3 clusters
  Score: Raw -625227.572342 + Penalty 2930.997293 = -622296.575048
  nChanged 1
		SP:Iteration 56Q (23856.890000 sec): 3 clusters
  Score: Raw -625227.821740 + Penalty 2930.997293 = -622296.824447
  nChanged 0
		SP:Iteration 57F (23857.110000 sec): 3 clusters
  Score: Raw -625227.821740 + Penalty 2930.997293 = -622296.824447
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 18 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23857.230000 sec): 2 clusters
  Score: Raw -43235.079453 + Penalty 1008.895879 = -42226.183573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23857.380000 sec): 3 clusters
  Score: Raw -43161.240822 + Penalty 2017.791758 = -41143.449063
  nChanged 123
		SP:Iteration 1F (23857.600000 sec): 3 clusters
  Score: Raw -43325.308613 + Penalty 2017.791758 = -41307.516855
  nChanged 28
		SP:Iteration 2F (23857.770000 sec): 3 clusters
  Score: Raw -43374.098525 + Penalty 2017.791758 = -41356.306767
  nChanged 24
		SP:Iteration 3Q (23857.920000 sec): 3 clusters
  Score: Raw -43407.848304 + Penalty 2017.791758 = -41390.056546
  nChanged 12
		SP:Iteration 4Q (23858.110000 sec): 3 clusters
  Score: Raw -43424.475820 + Penalty 2017.791758 = -41406.684061
  nChanged 3
		SP:Iteration 5Q (23858.320000 sec): 3 clusters
  Score: Raw -43427.968200 + Penalty 2017.791758 = -41410.176441
  nChanged 1
		SP:Iteration 6Q (23858.480000 sec): 3 clusters
  Score: Raw -43430.980821 + Penalty 2017.791758 = -41413.189063
  nChanged 0
		SP:Iteration 7F (23858.670000 sec): 3 clusters
  Score: Raw -43430.980821 + Penalty 2017.791758 = -41413.189063
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 19 (172871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23859.470000 sec): 2 clusters
  Score: Raw -14922033.269903 + Penalty 1959.798901 = -14920073.471002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23860.340000 sec): 3 clusters
  Score: Raw -14807855.625025 + Penalty 3919.597802 = -14803936.027223
  nChanged 83492
		SP:Iteration 1F (23861.230000 sec): 3 clusters
  Score: Raw -14856929.828758 + Penalty 3919.597802 = -14853010.230956
  nChanged 4581
		SP:Iteration 2Q (23862.200000 sec): 3 clusters
  Score: Raw -14857872.999355 + Penalty 3919.597802 = -14853953.401552
  nChanged 5196
		SP:Iteration 3Q (23863.120000 sec): 3 clusters
  Score: Raw -14859249.621191 + Penalty 3919.597802 = -14855330.023389
  nChanged 6845
		SP:Iteration 4Q (23864.040000 sec): 3 clusters
  Score: Raw -14861681.076740 + Penalty 3919.597802 = -14857761.478938
  nChanged 9245
		SP:Iteration 5F (23865.030000 sec): 3 clusters
  Score: Raw -14866255.824542 + Penalty 3919.597802 = -14862336.226739
  nChanged 12480
		SP:Iteration 6F (23865.980000 sec): 3 clusters
  Score: Raw -14874689.722739 + Penalty 3919.597802 = -14870770.124936
  nChanged 15118
		SP:Iteration 7F (23866.970000 sec): 3 clusters
  Score: Raw -14887568.886024 + Penalty 3919.597802 = -14883649.288221
  nChanged 14919
		SP:Iteration 8F (23867.900000 sec): 3 clusters
  Score: Raw -14901952.229821 + Penalty 3919.597802 = -14898032.632018
  nChanged 10972
		SP:Iteration 9F (23868.850000 sec): 3 clusters
  Score: Raw -14912675.438907 + Penalty 3919.597802 = -14908755.841104
  nChanged 5977
		SP:Iteration 10Q (23869.810000 sec): 3 clusters
  Score: Raw -14918203.807706 + Penalty 3919.597802 = -14914284.209904
  nChanged 2789
		SP:Iteration 11Q (23870.680000 sec): 3 clusters
  Score: Raw -14920642.530769 + Penalty 3919.597802 = -14916722.932967
  nChanged 1200
		SP:Iteration 12Q (23871.520000 sec): 3 clusters
  Score: Raw -14921749.025868 + Penalty 3919.597802 = -14917829.428066
  nChanged 526
		SP:Iteration 13Q (23872.390000 sec): 3 clusters
  Score: Raw -14922193.520255 + Penalty 3919.597802 = -14918273.922453
  nChanged 312
		SP:Iteration 14Q (23873.270000 sec): 3 clusters
  Score: Raw -14922414.805045 + Penalty 3919.597802 = -14918495.207242
  nChanged 220
		SP:Iteration 15Q (23874.110000 sec): 3 clusters
  Score: Raw -14922523.357666 + Penalty 3919.597802 = -14918603.759863
  nChanged 129
		SP:Iteration 16Q (23874.930000 sec): 3 clusters
  Score: Raw -14922589.024785 + Penalty 3919.597802 = -14918669.426983
  nChanged 98
		SP:Iteration 17Q (23875.750000 sec): 3 clusters
  Score: Raw -14922624.317323 + Penalty 3919.597802 = -14918704.719521
  nChanged 62
		SP:Iteration 18Q (23876.510000 sec): 3 clusters
  Score: Raw -14922644.874313 + Penalty 3919.597802 = -14918725.276510
  nChanged 54
		SP:Iteration 19Q (23877.150000 sec): 3 clusters
  Score: Raw -14922667.161148 + Penalty 3919.597802 = -14918747.563345
  nChanged 63
		SP:Iteration 20F (23877.980000 sec): 3 clusters
  Score: Raw -14922687.208946 + Penalty 3919.597802 = -14918767.611144
  nChanged 36
		SP:Iteration 21Q (23878.720000 sec): 3 clusters
  Score: Raw -14922700.544560 + Penalty 3919.597802 = -14918780.946757
  nChanged 42
		SP:Iteration 22Q (23879.500000 sec): 3 clusters
  Score: Raw -14922713.816460 + Penalty 3919.597802 = -14918794.218657
  nChanged 39
		SP:Iteration 23Q (23880.260000 sec): 3 clusters
  Score: Raw -14922725.093074 + Penalty 3919.597802 = -14918805.495271
  nChanged 26
		SP:Iteration 24Q (23880.980000 sec): 3 clusters
  Score: Raw -14922731.021538 + Penalty 3919.597802 = -14918811.423735
  nChanged 18
		SP:Iteration 25Q (23881.630000 sec): 3 clusters
  Score: Raw -14922735.200931 + Penalty 3919.597802 = -14918815.603129
  nChanged 13
		SP:Iteration 26Q (23882.270000 sec): 3 clusters
  Score: Raw -14922738.149425 + Penalty 3919.597802 = -14918818.551623
  nChanged 9
		SP:Iteration 27Q (23882.950000 sec): 3 clusters
  Score: Raw -14922740.082337 + Penalty 3919.597802 = -14918820.484535
  nChanged 8
		SP:Iteration 28Q (23883.670000 sec): 3 clusters
  Score: Raw -14922741.927491 + Penalty 3919.597802 = -14918822.329689
  nChanged 6
		SP:Iteration 29Q (23884.340000 sec): 3 clusters
  Score: Raw -14922743.779585 + Penalty 3919.597802 = -14918824.181782
  nChanged 10
		SP:Iteration 30Q (23884.980000 sec): 3 clusters
  Score: Raw -14922746.149670 + Penalty 3919.597802 = -14918826.551868
  nChanged 7
		SP:Iteration 31Q (23885.640000 sec): 3 clusters
  Score: Raw -14922748.449445 + Penalty 3919.597802 = -14918828.851643
  nChanged 6
		SP:Iteration 32Q (23886.320000 sec): 3 clusters
  Score: Raw -14922750.007891 + Penalty 3919.597802 = -14918830.410088
  nChanged 8
		SP:Iteration 33Q (23887.110000 sec): 3 clusters
  Score: Raw -14922752.857592 + Penalty 3919.597802 = -14918833.259790
  nChanged 12
		SP:Iteration 34Q (23887.890000 sec): 3 clusters
  Score: Raw -14922756.760077 + Penalty 3919.597802 = -14918837.162274
  nChanged 12
		SP:Iteration 35Q (23888.690000 sec): 3 clusters
  Score: Raw -14922759.231290 + Penalty 3919.597802 = -14918839.633487
  nChanged 16
		SP:Iteration 36Q (23889.450000 sec): 3 clusters
  Score: Raw -14922762.446255 + Penalty 3919.597802 = -14918842.848453
  nChanged 11
		SP:Iteration 37Q (23890.250000 sec): 3 clusters
  Score: Raw -14922765.079823 + Penalty 3919.597802 = -14918845.482020
  nChanged 10
		SP:Iteration 38Q (23891.010000 sec): 3 clusters
  Score: Raw -14922767.665442 + Penalty 3919.597802 = -14918848.067639
  nChanged 9
		SP:Iteration 39Q (23891.760000 sec): 3 clusters
  Score: Raw -14922768.991618 + Penalty 3919.597802 = -14918849.393816
  nChanged 5
		SP:Iteration 40F (23892.720000 sec): 3 clusters
  Score: Raw -14922769.718281 + Penalty 3919.597802 = -14918850.120478
  nChanged 4
		SP:Iteration 41Q (23893.440000 sec): 3 clusters
  Score: Raw -14922770.360341 + Penalty 3919.597802 = -14918850.762539
  nChanged 8
		SP:Iteration 42Q (23894.200000 sec): 3 clusters
  Score: Raw -14922772.187169 + Penalty 3919.597802 = -14918852.589366
  nChanged 4
		SP:Iteration 43Q (23894.920000 sec): 3 clusters
  Score: Raw -14922774.018630 + Penalty 3919.597802 = -14918854.420828
  nChanged 11
		SP:Iteration 44Q (23895.610000 sec): 3 clusters
  Score: Raw -14922776.569482 + Penalty 3919.597802 = -14918856.971680
  nChanged 4
		SP:Iteration 45Q (23896.260000 sec): 3 clusters
  Score: Raw -14922777.275634 + Penalty 3919.597802 = -14918857.677831
  nChanged 4
		SP:Iteration 46Q (23896.910000 sec): 3 clusters
  Score: Raw -14922778.122429 + Penalty 3919.597802 = -14918858.524626
  nChanged 5
		SP:Iteration 47Q (23897.580000 sec): 3 clusters
  Score: Raw -14922779.044569 + Penalty 3919.597802 = -14918859.446766
  nChanged 4
		SP:Iteration 48Q (23898.270000 sec): 3 clusters
  Score: Raw -14922780.216243 + Penalty 3919.597802 = -14918860.618441
  nChanged 3
		SP:Iteration 49Q (23898.940000 sec): 3 clusters
  Score: Raw -14922780.715112 + Penalty 3919.597802 = -14918861.117309
  nChanged 0
		SP:Iteration 50F (23899.780000 sec): 3 clusters
  Score: Raw -14922780.715112 + Penalty 3919.597802 = -14918861.117309
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 20 (472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23899.960000 sec): 2 clusters
  Score: Raw -39501.348692 + Penalty 1000.509085 = -38500.839607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23900.140000 sec): 3 clusters
  Score: Raw -39466.493339 + Penalty 2001.018170 = -37465.475169
  nChanged 87
		SP:Iteration 1F (23900.280000 sec): 3 clusters
  Score: Raw -39597.470722 + Penalty 2001.018170 = -37596.452552
  nChanged 20
		SP:Iteration 2Q (23900.480000 sec): 3 clusters
  Score: Raw -39643.478544 + Penalty 2001.018170 = -37642.460373
  nChanged 21
		SP:Iteration 3Q (23900.640000 sec): 3 clusters
  Score: Raw -39693.538577 + Penalty 2001.018170 = -37692.520406
  nChanged 10
		SP:Iteration 4Q (23900.820000 sec): 3 clusters
  Score: Raw -39712.530518 + Penalty 2001.018170 = -37711.512347
  nChanged 14
		SP:Iteration 5Q (23900.960000 sec): 3 clusters
  Score: Raw -39760.578219 + Penalty 2001.018170 = -37759.560049
  nChanged 19
		SP:Iteration 6Q (23901.130000 sec): 3 clusters
  Score: Raw -39860.350385 + Penalty 2001.018170 = -37859.332215
  nChanged 27
		SP:Iteration 7F (23901.340000 sec): 3 clusters
  Score: Raw -40052.382301 + Penalty 2001.018170 = -38051.364131
  nChanged 23
		SP:Iteration 8Q (23901.480000 sec): 3 clusters
  Score: Raw -40247.216050 + Penalty 2001.018170 = -38246.197880
  nChanged 23
		SP:Iteration 9Q (23901.710000 sec): 3 clusters
  Score: Raw -40330.867654 + Penalty 2001.018170 = -38329.849484
  nChanged 12
		SP:Iteration 10Q (23901.890000 sec): 3 clusters
  Score: Raw -40352.856099 + Penalty 2001.018170 = -38351.837928
  nChanged 9
		SP:Iteration 11Q (23902.090000 sec): 3 clusters
  Score: Raw -40374.216356 + Penalty 2001.018170 = -38373.198186
  nChanged 9
		SP:Iteration 12Q (23902.250000 sec): 3 clusters
  Score: Raw -40396.657074 + Penalty 2001.018170 = -38395.638904
  nChanged 7
		SP:Iteration 13Q (23902.400000 sec): 3 clusters
  Score: Raw -40414.296960 + Penalty 2001.018170 = -38413.278790
  nChanged 5
		SP:Iteration 14Q (23902.600000 sec): 3 clusters
  Score: Raw -40428.790656 + Penalty 2001.018170 = -38427.772486
  nChanged 2
		SP:Iteration 15Q (23902.750000 sec): 3 clusters
  Score: Raw -40434.942083 + Penalty 2001.018170 = -38433.923913
  nChanged 1
		SP:Iteration 16Q (23902.950000 sec): 3 clusters
  Score: Raw -40437.127232 + Penalty 2001.018170 = -38436.109062
  nChanged 0
		SP:Iteration 17F (23903.110000 sec): 3 clusters
  Score: Raw -40437.127232 + Penalty 2001.018170 = -38436.109062
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 21 (2604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23903.210000 sec): 2 clusters
  Score: Raw -185309.162999 + Penalty 1278.030651 = -184031.132349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23903.420000 sec): 3 clusters
  Score: Raw -184165.575056 + Penalty 2556.061301 = -181609.513755
  nChanged 963
		SP:Iteration 1F (23903.590000 sec): 3 clusters
  Score: Raw -184880.073304 + Penalty 2556.061301 = -182324.012003
  nChanged 252
		SP:Iteration 2F (23903.830000 sec): 3 clusters
  Score: Raw -185107.306520 + Penalty 2556.061301 = -182551.245219
  nChanged 157
		SP:Iteration 3F (23904.000000 sec): 3 clusters
  Score: Raw -185239.037316 + Penalty 2556.061301 = -182682.976015
  nChanged 122
		SP:Iteration 4Q (23904.170000 sec): 3 clusters
  Score: Raw -185323.289806 + Penalty 2556.061301 = -182767.228505
  nChanged 101
		SP:Iteration 5Q (23904.360000 sec): 3 clusters
  Score: Raw -185389.228155 + Penalty 2556.061301 = -182833.166854
  nChanged 74
		SP:Iteration 6Q (23904.550000 sec): 3 clusters
  Score: Raw -185435.596890 + Penalty 2556.061301 = -182879.535589
  nChanged 57
		SP:Iteration 7Q (23904.780000 sec): 3 clusters
  Score: Raw -185471.421988 + Penalty 2556.061301 = -182915.360687
  nChanged 44
		SP:Iteration 8Q (23904.950000 sec): 3 clusters
  Score: Raw -185517.057402 + Penalty 2556.061301 = -182960.996101
  nChanged 48
		SP:Iteration 9Q (23905.170000 sec): 3 clusters
  Score: Raw -185565.946702 + Penalty 2556.061301 = -183009.885401
  nChanged 53
		SP:Iteration 10Q (23905.360000 sec): 3 clusters
  Score: Raw -185611.183427 + Penalty 2556.061301 = -183055.122126
  nChanged 61
		SP:Iteration 11Q (23905.530000 sec): 3 clusters
  Score: Raw -185678.784564 + Penalty 2556.061301 = -183122.723263
  nChanged 58
		SP:Iteration 12Q (23905.710000 sec): 3 clusters
  Score: Raw -185729.487422 + Penalty 2556.061301 = -183173.426121
  nChanged 52
		SP:Iteration 13Q (23905.890000 sec): 3 clusters
  Score: Raw -185759.630918 + Penalty 2556.061301 = -183203.569617
  nChanged 40
		SP:Iteration 14Q (23906.060000 sec): 3 clusters
  Score: Raw -185782.044706 + Penalty 2556.061301 = -183225.983405
  nChanged 32
		SP:Iteration 15Q (23906.270000 sec): 3 clusters
  Score: Raw -185804.934620 + Penalty 2556.061301 = -183248.873319
  nChanged 32
		SP:Iteration 16Q (23906.450000 sec): 3 clusters
  Score: Raw -185826.036062 + Penalty 2556.061301 = -183269.974761
  nChanged 31
		SP:Iteration 17Q (23906.640000 sec): 3 clusters
  Score: Raw -185844.921354 + Penalty 2556.061301 = -183288.860053
  nChanged 24
		SP:Iteration 18Q (23906.850000 sec): 3 clusters
  Score: Raw -185861.780736 + Penalty 2556.061301 = -183305.719435
  nChanged 20
		SP:Iteration 19Q (23907.020000 sec): 3 clusters
  Score: Raw -185871.196335 + Penalty 2556.061301 = -183315.135034
  nChanged 13
		SP:Iteration 20F (23907.270000 sec): 3 clusters
  Score: Raw -185877.760187 + Penalty 2556.061301 = -183321.698886
  nChanged 8
		SP:Iteration 21Q (23907.450000 sec): 3 clusters
  Score: Raw -185881.214729 + Penalty 2556.061301 = -183325.153428
  nChanged 7
		SP:Iteration 22Q (23907.650000 sec): 3 clusters
  Score: Raw -185882.849252 + Penalty 2556.061301 = -183326.787951
  nChanged 3
		SP:Iteration 23Q (23907.790000 sec): 3 clusters
  Score: Raw -185883.649640 + Penalty 2556.061301 = -183327.588339
  nChanged 1
		SP:Iteration 24Q (23908.010000 sec): 3 clusters
  Score: Raw -185883.756925 + Penalty 2556.061301 = -183327.695624
  nChanged 0
		SP:Iteration 25F (23908.170000 sec): 3 clusters
  Score: Raw -185883.756925 + Penalty 2556.061301 = -183327.695624
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 22 (4606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23908.270000 sec): 2 clusters
  Score: Raw -370718.987538 + Penalty 1370.706201 = -369348.281338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23908.470000 sec): 3 clusters
  Score: Raw -368385.061522 + Penalty 2741.412401 = -365643.649121
  nChanged 1846
		SP:Iteration 1F (23908.680000 sec): 3 clusters
  Score: Raw -369357.970612 + Penalty 2741.412401 = -366616.558211
  nChanged 344
		SP:Iteration 2F (23908.870000 sec): 3 clusters
  Score: Raw -369543.550139 + Penalty 2741.412401 = -366802.137737
  nChanged 272
		SP:Iteration 3F (23909.040000 sec): 3 clusters
  Score: Raw -369694.163594 + Penalty 2741.412401 = -366952.751193
  nChanged 243
		SP:Iteration 4F (23909.240000 sec): 3 clusters
  Score: Raw -369844.012899 + Penalty 2741.412401 = -367102.600498
  nChanged 226
		SP:Iteration 5Q (23909.430000 sec): 3 clusters
  Score: Raw -369975.182937 + Penalty 2741.412401 = -367233.770536
  nChanged 194
		SP:Iteration 6Q (23909.680000 sec): 3 clusters
  Score: Raw -370090.185909 + Penalty 2741.412401 = -367348.773508
  nChanged 179
		SP:Iteration 7Q (23909.890000 sec): 3 clusters
  Score: Raw -370194.051741 + Penalty 2741.412401 = -367452.639340
  nChanged 155
		SP:Iteration 8Q (23910.060000 sec): 3 clusters
  Score: Raw -370278.679436 + Penalty 2741.412401 = -367537.267035
  nChanged 140
		SP:Iteration 9Q (23910.220000 sec): 3 clusters
  Score: Raw -370358.413448 + Penalty 2741.412401 = -367617.001046
  nChanged 120
		SP:Iteration 10Q (23910.410000 sec): 3 clusters
  Score: Raw -370419.115464 + Penalty 2741.412401 = -367677.703063
  nChanged 88
		SP:Iteration 11Q (23910.610000 sec): 3 clusters
  Score: Raw -370469.496106 + Penalty 2741.412401 = -367728.083705
  nChanged 82
		SP:Iteration 12Q (23910.830000 sec): 3 clusters
  Score: Raw -370512.196442 + Penalty 2741.412401 = -367770.784041
  nChanged 67
		SP:Iteration 13Q (23911.020000 sec): 3 clusters
  Score: Raw -370545.430943 + Penalty 2741.412401 = -367804.018542
  nChanged 65
		SP:Iteration 14Q (23911.220000 sec): 3 clusters
  Score: Raw -370578.552115 + Penalty 2741.412401 = -367837.139714
  nChanged 68
		SP:Iteration 15Q (23911.470000 sec): 3 clusters
  Score: Raw -370616.300479 + Penalty 2741.412401 = -367874.888078
  nChanged 66
		SP:Iteration 16Q (23911.660000 sec): 3 clusters
  Score: Raw -370653.411028 + Penalty 2741.412401 = -367911.998626
  nChanged 72
		SP:Iteration 17Q (23911.810000 sec): 3 clusters
  Score: Raw -370694.997021 + Penalty 2741.412401 = -367953.584620
  nChanged 68
		SP:Iteration 18Q (23912.040000 sec): 3 clusters
  Score: Raw -370733.189738 + Penalty 2741.412401 = -367991.777337
  nChanged 51
		SP:Iteration 19Q (23912.280000 sec): 3 clusters
  Score: Raw -370759.218238 + Penalty 2741.412401 = -368017.805837
  nChanged 46
		SP:Iteration 20F (23912.500000 sec): 3 clusters
  Score: Raw -370789.870993 + Penalty 2741.412401 = -368048.458592
  nChanged 58
		SP:Iteration 21Q (23912.680000 sec): 3 clusters
  Score: Raw -370833.416769 + Penalty 2741.412401 = -368092.004368
  nChanged 68
		SP:Iteration 22Q (23912.840000 sec): 3 clusters
  Score: Raw -370886.505438 + Penalty 2741.412401 = -368145.093037
  nChanged 65
		SP:Iteration 23Q (23913.040000 sec): 3 clusters
  Score: Raw -370932.441062 + Penalty 2741.412401 = -368191.028661
  nChanged 32
		SP:Iteration 24Q (23913.220000 sec): 3 clusters
  Score: Raw -370955.468321 + Penalty 2741.412401 = -368214.055920
  nChanged 31
		SP:Iteration 25Q (23913.420000 sec): 3 clusters
  Score: Raw -370979.187818 + Penalty 2741.412401 = -368237.775417
  nChanged 28
		SP:Iteration 26Q (23913.620000 sec): 3 clusters
  Score: Raw -370998.555350 + Penalty 2741.412401 = -368257.142949
  nChanged 17
		SP:Iteration 27Q (23913.840000 sec): 3 clusters
  Score: Raw -371009.623609 + Penalty 2741.412401 = -368268.211207
  nChanged 18
		SP:Iteration 28Q (23914.080000 sec): 3 clusters
  Score: Raw -371016.863201 + Penalty 2741.412401 = -368275.450799
  nChanged 7
		SP:Iteration 29Q (23914.300000 sec): 3 clusters
  Score: Raw -371020.387141 + Penalty 2741.412401 = -368278.974740
  nChanged 9
		SP:Iteration 30Q (23914.520000 sec): 3 clusters
  Score: Raw -371025.656273 + Penalty 2741.412401 = -368284.243871
  nChanged 8
		SP:Iteration 31Q (23914.770000 sec): 3 clusters
  Score: Raw -371029.382721 + Penalty 2741.412401 = -368287.970320
  nChanged 6
		SP:Iteration 32Q (23914.940000 sec): 3 clusters
  Score: Raw -371031.713038 + Penalty 2741.412401 = -368290.300636
  nChanged 5
		SP:Iteration 33Q (23915.200000 sec): 3 clusters
  Score: Raw -371035.491553 + Penalty 2741.412401 = -368294.079151
  nChanged 4
		SP:Iteration 34Q (23915.440000 sec): 3 clusters
  Score: Raw -371037.141467 + Penalty 2741.412401 = -368295.729066
  nChanged 1
		SP:Iteration 35Q (23915.660000 sec): 3 clusters
  Score: Raw -371038.091052 + Penalty 2741.412401 = -368296.678651
  nChanged 2
		SP:Iteration 36Q (23915.850000 sec): 3 clusters
  Score: Raw -371039.082962 + Penalty 2741.412401 = -368297.670561
  nChanged 3
		SP:Iteration 37Q (23916.080000 sec): 3 clusters
  Score: Raw -371040.114998 + Penalty 2741.412401 = -368298.702597
  nChanged 1
		SP:Iteration 38Q (23916.300000 sec): 3 clusters
  Score: Raw -371040.472851 + Penalty 2741.412401 = -368299.060450
  nChanged 1
		SP:Iteration 39Q (23916.490000 sec): 3 clusters
  Score: Raw -371040.837688 + Penalty 2741.412401 = -368299.425286
  nChanged 0
		SP:Iteration 40F (23916.740000 sec): 3 clusters
  Score: Raw -371040.837688 + Penalty 2741.412401 = -368299.425286
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 23 (6147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23916.880000 sec): 2 clusters
  Score: Raw -509107.187345 + Penalty 1417.604408 = -507689.582937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23917.120000 sec): 3 clusters
  Score: Raw -505844.491901 + Penalty 2835.208817 = -503009.283084
  nChanged 2571
		SP:Iteration 1F (23917.390000 sec): 3 clusters
  Score: Raw -507183.674613 + Penalty 2835.208817 = -504348.465796
  nChanged 420
		SP:Iteration 2F (23917.590000 sec): 3 clusters
  Score: Raw -507386.709754 + Penalty 2835.208817 = -504551.500937
  nChanged 328
		SP:Iteration 3F (23917.820000 sec): 3 clusters
  Score: Raw -507550.785752 + Penalty 2835.208817 = -504715.576935
  nChanged 284
		SP:Iteration 4Q (23918.060000 sec): 3 clusters
  Score: Raw -507709.490288 + Penalty 2835.208817 = -504874.281471
  nChanged 265
		SP:Iteration 5Q (23918.340000 sec): 3 clusters
  Score: Raw -507847.852331 + Penalty 2835.208817 = -505012.643514
  nChanged 251
		SP:Iteration 6Q (23918.550000 sec): 3 clusters
  Score: Raw -507960.882529 + Penalty 2835.208817 = -505125.673712
  nChanged 186
		SP:Iteration 7Q (23918.760000 sec): 3 clusters
  Score: Raw -508033.770314 + Penalty 2835.208817 = -505198.561497
  nChanged 156
		SP:Iteration 8Q (23918.960000 sec): 3 clusters
  Score: Raw -508095.625392 + Penalty 2835.208817 = -505260.416575
  nChanged 147
		SP:Iteration 9Q (23919.230000 sec): 3 clusters
  Score: Raw -508157.623352 + Penalty 2835.208817 = -505322.414535
  nChanged 173
		SP:Iteration 10Q (23919.400000 sec): 3 clusters
  Score: Raw -508222.618634 + Penalty 2835.208817 = -505387.409817
  nChanged 153
		SP:Iteration 11Q (23919.610000 sec): 3 clusters
  Score: Raw -508281.986055 + Penalty 2835.208817 = -505446.777238
  nChanged 129
		SP:Iteration 12Q (23919.750000 sec): 3 clusters
  Score: Raw -508334.051535 + Penalty 2835.208817 = -505498.842718
  nChanged 129
		SP:Iteration 13Q (23919.950000 sec): 3 clusters
  Score: Raw -508384.390973 + Penalty 2835.208817 = -505549.182156
  nChanged 114
		SP:Iteration 14Q (23920.170000 sec): 3 clusters
  Score: Raw -508426.155596 + Penalty 2835.208817 = -505590.946779
  nChanged 102
		SP:Iteration 15Q (23920.360000 sec): 3 clusters
  Score: Raw -508470.826158 + Penalty 2835.208817 = -505635.617341
  nChanged 108
		SP:Iteration 16Q (23920.530000 sec): 3 clusters
  Score: Raw -508516.126807 + Penalty 2835.208817 = -505680.917990
  nChanged 112
		SP:Iteration 17Q (23920.730000 sec): 3 clusters
  Score: Raw -508574.418246 + Penalty 2835.208817 = -505739.209429
  nChanged 119
		SP:Iteration 18Q (23920.920000 sec): 3 clusters
  Score: Raw -508645.724211 + Penalty 2835.208817 = -505810.515394
  nChanged 133
		SP:Iteration 19Q (23921.100000 sec): 3 clusters
  Score: Raw -508722.457261 + Penalty 2835.208817 = -505887.248444
  nChanged 128
		SP:Iteration 20F (23921.290000 sec): 3 clusters
  Score: Raw -508803.414823 + Penalty 2835.208817 = -505968.206006
  nChanged 126
		SP:Iteration 21Q (23921.480000 sec): 3 clusters
  Score: Raw -508889.766590 + Penalty 2835.208817 = -506054.557773
  nChanged 132
		SP:Iteration 22Q (23921.700000 sec): 3 clusters
  Score: Raw -508978.780236 + Penalty 2835.208817 = -506143.571419
  nChanged 124
		SP:Iteration 23Q (23921.910000 sec): 3 clusters
  Score: Raw -509060.377570 + Penalty 2835.208817 = -506225.168753
  nChanged 100
		SP:Iteration 24Q (23922.150000 sec): 3 clusters
  Score: Raw -509128.753430 + Penalty 2835.208817 = -506293.544613
  nChanged 80
		SP:Iteration 25Q (23922.330000 sec): 3 clusters
  Score: Raw -509184.354732 + Penalty 2835.208817 = -506349.145915
  nChanged 58
		SP:Iteration 26Q (23922.550000 sec): 3 clusters
  Score: Raw -509220.986292 + Penalty 2835.208817 = -506385.777475
  nChanged 41
		SP:Iteration 27Q (23922.730000 sec): 3 clusters
  Score: Raw -509240.498693 + Penalty 2835.208817 = -506405.289876
  nChanged 27
		SP:Iteration 28Q (23922.910000 sec): 3 clusters
  Score: Raw -509253.466200 + Penalty 2835.208817 = -506418.257383
  nChanged 31
		SP:Iteration 29Q (23923.130000 sec): 3 clusters
  Score: Raw -509268.286010 + Penalty 2835.208817 = -506433.077193
  nChanged 27
		SP:Iteration 30Q (23923.320000 sec): 3 clusters
  Score: Raw -509279.809439 + Penalty 2835.208817 = -506444.600622
  nChanged 17
		SP:Iteration 31Q (23923.490000 sec): 3 clusters
  Score: Raw -509285.232997 + Penalty 2835.208817 = -506450.024180
  nChanged 11
		SP:Iteration 32Q (23923.700000 sec): 3 clusters
  Score: Raw -509289.691230 + Penalty 2835.208817 = -506454.482413
  nChanged 11
		SP:Iteration 33Q (23923.920000 sec): 3 clusters
  Score: Raw -509293.148026 + Penalty 2835.208817 = -506457.939209
  nChanged 6
		SP:Iteration 34Q (23924.130000 sec): 3 clusters
  Score: Raw -509295.861032 + Penalty 2835.208817 = -506460.652215
  nChanged 5
		SP:Iteration 35Q (23924.310000 sec): 3 clusters
  Score: Raw -509297.962704 + Penalty 2835.208817 = -506462.753887
  nChanged 10
		SP:Iteration 36Q (23924.530000 sec): 3 clusters
  Score: Raw -509299.941808 + Penalty 2835.208817 = -506464.732991
  nChanged 2
		SP:Iteration 37Q (23924.720000 sec): 3 clusters
  Score: Raw -509300.707502 + Penalty 2835.208817 = -506465.498685
  nChanged 2
		SP:Iteration 38Q (23924.910000 sec): 3 clusters
  Score: Raw -509301.155712 + Penalty 2835.208817 = -506465.946895
  nChanged 4
		SP:Iteration 39Q (23925.090000 sec): 3 clusters
  Score: Raw -509302.616437 + Penalty 2835.208817 = -506467.407620
  nChanged 3
		SP:Iteration 40F (23925.290000 sec): 3 clusters
  Score: Raw -509303.503140 + Penalty 2835.208817 = -506468.294323
  nChanged 5
		SP:Iteration 41Q (23925.510000 sec): 3 clusters
  Score: Raw -509305.513123 + Penalty 2835.208817 = -506470.304306
  nChanged 5
		SP:Iteration 42Q (23925.700000 sec): 3 clusters
  Score: Raw -509306.838467 + Penalty 2835.208817 = -506471.629650
  nChanged 6
		SP:Iteration 43Q (23925.910000 sec): 3 clusters
  Score: Raw -509308.834719 + Penalty 2835.208817 = -506473.625902
  nChanged 9
		SP:Iteration 44Q (23926.130000 sec): 3 clusters
  Score: Raw -509311.713850 + Penalty 2835.208817 = -506476.505033
  nChanged 8
		SP:Iteration 45Q (23926.310000 sec): 3 clusters
  Score: Raw -509313.924190 + Penalty 2835.208817 = -506478.715373
  nChanged 7
		SP:Iteration 46Q (23926.490000 sec): 3 clusters
  Score: Raw -509315.616435 + Penalty 2835.208817 = -506480.407618
  nChanged 7
		SP:Iteration 47Q (23926.680000 sec): 3 clusters
  Score: Raw -509317.563886 + Penalty 2835.208817 = -506482.355069
  nChanged 1
		SP:Iteration 48Q (23926.860000 sec): 3 clusters
  Score: Raw -509317.681471 + Penalty 2835.208817 = -506482.472654
  nChanged 2
		SP:Iteration 49Q (23927.050000 sec): 3 clusters
  Score: Raw -509318.259604 + Penalty 2835.208817 = -506483.050787
  nChanged 3
		SP:Iteration 50Q (23927.260000 sec): 3 clusters
  Score: Raw -509319.012380 + Penalty 2835.208817 = -506483.803563
  nChanged 3
		SP:Iteration 51Q (23927.520000 sec): 3 clusters
  Score: Raw -509319.844412 + Penalty 2835.208817 = -506484.635595
  nChanged 3
		SP:Iteration 52Q (23927.690000 sec): 3 clusters
  Score: Raw -509321.350426 + Penalty 2835.208817 = -506486.141609
  nChanged 4
		SP:Iteration 53Q (23927.900000 sec): 3 clusters
  Score: Raw -509322.691462 + Penalty 2835.208817 = -506487.482645
  nChanged 6
		SP:Iteration 54Q (23928.100000 sec): 3 clusters
  Score: Raw -509324.652244 + Penalty 2835.208817 = -506489.443427
  nChanged 8
		SP:Iteration 55Q (23928.290000 sec): 3 clusters
  Score: Raw -509327.101045 + Penalty 2835.208817 = -506491.892228
  nChanged 7
		SP:Iteration 56Q (23928.450000 sec): 3 clusters
  Score: Raw -509329.662454 + Penalty 2835.208817 = -506494.453637
  nChanged 8
		SP:Iteration 57Q (23928.640000 sec): 3 clusters
  Score: Raw -509332.989016 + Penalty 2835.208817 = -506497.780199
  nChanged 7
		SP:Iteration 58Q (23928.840000 sec): 3 clusters
  Score: Raw -509335.626582 + Penalty 2835.208817 = -506500.417766
  nChanged 6
		SP:Iteration 59Q (23929.050000 sec): 3 clusters
  Score: Raw -509338.478901 + Penalty 2835.208817 = -506503.270084
  nChanged 7
		SP:Iteration 60F (23929.280000 sec): 3 clusters
  Score: Raw -509341.090597 + Penalty 2835.208817 = -506505.881780
  nChanged 4
		SP:Iteration 61Q (23929.500000 sec): 3 clusters
  Score: Raw -509342.361116 + Penalty 2835.208817 = -506507.152299
  nChanged 3
		SP:Iteration 62Q (23929.720000 sec): 3 clusters
  Score: Raw -509343.275470 + Penalty 2835.208817 = -506508.066653
  nChanged 4
		SP:Iteration 63Q (23929.940000 sec): 3 clusters
  Score: Raw -509344.928372 + Penalty 2835.208817 = -506509.719555
  nChanged 9
		SP:Iteration 64Q (23930.180000 sec): 3 clusters
  Score: Raw -509348.177467 + Penalty 2835.208817 = -506512.968650
  nChanged 4
		SP:Iteration 65Q (23930.380000 sec): 3 clusters
  Score: Raw -509349.327565 + Penalty 2835.208817 = -506514.118748
  nChanged 3
		SP:Iteration 66Q (23930.600000 sec): 3 clusters
  Score: Raw -509350.777560 + Penalty 2835.208817 = -506515.568743
  nChanged 5
		SP:Iteration 67Q (23930.860000 sec): 3 clusters
  Score: Raw -509352.039261 + Penalty 2835.208817 = -506516.830444
  nChanged 1
		SP:Iteration 68Q (23931.040000 sec): 3 clusters
  Score: Raw -509352.770894 + Penalty 2835.208817 = -506517.562077
  nChanged 2
		SP:Iteration 69Q (23931.250000 sec): 3 clusters
  Score: Raw -509353.842844 + Penalty 2835.208817 = -506518.634027
  nChanged 2
		SP:Iteration 70Q (23931.440000 sec): 3 clusters
  Score: Raw -509355.043176 + Penalty 2835.208817 = -506519.834359
  nChanged 3
		SP:Iteration 71Q (23931.640000 sec): 3 clusters
  Score: Raw -509356.850505 + Penalty 2835.208817 = -506521.641688
  nChanged 5
		SP:Iteration 72Q (23931.820000 sec): 3 clusters
  Score: Raw -509358.440574 + Penalty 2835.208817 = -506523.231757
  nChanged 1
		SP:Iteration 73Q (23932.000000 sec): 3 clusters
  Score: Raw -509358.971923 + Penalty 2835.208817 = -506523.763106
  nChanged 2
		SP:Iteration 74Q (23932.220000 sec): 3 clusters
  Score: Raw -509359.379578 + Penalty 2835.208817 = -506524.170761
  nChanged 1
		SP:Iteration 75Q (23932.400000 sec): 3 clusters
  Score: Raw -509360.322666 + Penalty 2835.208817 = -506525.113849
  nChanged 1
		SP:Iteration 76Q (23932.610000 sec): 3 clusters
  Score: Raw -509360.683629 + Penalty 2835.208817 = -506525.474812
  nChanged 0
		SP:Iteration 77F (23932.840000 sec): 3 clusters
  Score: Raw -509360.683629 + Penalty 2835.208817 = -506525.474812
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 24 (77638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23933.190000 sec): 2 clusters
  Score: Raw -6780708.477789 + Penalty 1829.719495 = -6778878.758294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23933.710000 sec): 3 clusters
  Score: Raw -6730631.195975 + Penalty 3659.438990 = -6726971.756985
  nChanged 36822
		SP:Iteration 1F (23934.210000 sec): 3 clusters
  Score: Raw -6751895.307369 + Penalty 3659.438990 = -6748235.868379
  nChanged 2993
		SP:Iteration 2Q (23934.750000 sec): 3 clusters
  Score: Raw -6752833.854042 + Penalty 3659.438990 = -6749174.415052
  nChanged 3456
		SP:Iteration 3Q (23935.280000 sec): 3 clusters
  Score: Raw -6754246.819210 + Penalty 3659.438990 = -6750587.380220
  nChanged 4297
		SP:Iteration 4F (23935.770000 sec): 3 clusters
  Score: Raw -6756459.939460 + Penalty 3659.438990 = -6752800.500469
  nChanged 5233
		SP:Iteration 5F (23936.270000 sec): 3 clusters
  Score: Raw -6759573.370967 + Penalty 3659.438990 = -6755913.931977
  nChanged 5463
		SP:Iteration 6F (23936.760000 sec): 3 clusters
  Score: Raw -6762966.843028 + Penalty 3659.438990 = -6759307.404038
  nChanged 5118
		SP:Iteration 7F (23937.250000 sec): 3 clusters
  Score: Raw -6766065.633320 + Penalty 3659.438990 = -6762406.194330
  nChanged 4351
		SP:Iteration 8F (23937.730000 sec): 3 clusters
  Score: Raw -6768629.175247 + Penalty 3659.438990 = -6764969.736257
  nChanged 3687
		SP:Iteration 9Q (23938.290000 sec): 3 clusters
  Score: Raw -6770815.023526 + Penalty 3659.438990 = -6767155.584536
  nChanged 3261
		SP:Iteration 10Q (23938.850000 sec): 3 clusters
  Score: Raw -6772843.822404 + Penalty 3659.438990 = -6769184.383414
  nChanged 2970
		SP:Iteration 11Q (23939.400000 sec): 3 clusters
  Score: Raw -6774737.767218 + Penalty 3659.438990 = -6771078.328228
  nChanged 2524
		SP:Iteration 12Q (23939.950000 sec): 3 clusters
  Score: Raw -6776390.832056 + Penalty 3659.438990 = -6772731.393066
  nChanged 2109
		SP:Iteration 13Q (23940.470000 sec): 3 clusters
  Score: Raw -6777776.556048 + Penalty 3659.438990 = -6774117.117058
  nChanged 1629
		SP:Iteration 14Q (23940.960000 sec): 3 clusters
  Score: Raw -6778839.033307 + Penalty 3659.438990 = -6775179.594317
  nChanged 1175
		SP:Iteration 15Q (23941.480000 sec): 3 clusters
  Score: Raw -6779583.983579 + Penalty 3659.438990 = -6775924.544589
  nChanged 816
		SP:Iteration 16Q (23942.020000 sec): 3 clusters
  Score: Raw -6780068.654821 + Penalty 3659.438990 = -6776409.215831
  nChanged 563
		SP:Iteration 17Q (23942.540000 sec): 3 clusters
  Score: Raw -6780375.935947 + Penalty 3659.438990 = -6776716.496957
  nChanged 401
		SP:Iteration 18Q (23943.040000 sec): 3 clusters
  Score: Raw -6780580.893066 + Penalty 3659.438990 = -6776921.454076
  nChanged 310
		SP:Iteration 19Q (23943.560000 sec): 3 clusters
  Score: Raw -6780726.950590 + Penalty 3659.438990 = -6777067.511600
  nChanged 252
		SP:Iteration 20F (23944.040000 sec): 3 clusters
  Score: Raw -6780857.665828 + Penalty 3659.438990 = -6777198.226838
  nChanged 207
		SP:Iteration 21Q (23944.530000 sec): 3 clusters
  Score: Raw -6780962.920561 + Penalty 3659.438990 = -6777303.481571
  nChanged 143
		SP:Iteration 22Q (23945.000000 sec): 3 clusters
  Score: Raw -6781025.093631 + Penalty 3659.438990 = -6777365.654641
  nChanged 117
		SP:Iteration 23Q (23945.460000 sec): 3 clusters
  Score: Raw -6781077.639947 + Penalty 3659.438990 = -6777418.200957
  nChanged 89
		SP:Iteration 24Q (23946.020000 sec): 3 clusters
  Score: Raw -6781117.827307 + Penalty 3659.438990 = -6777458.388317
  nChanged 65
		SP:Iteration 25Q (23946.560000 sec): 3 clusters
  Score: Raw -6781148.468808 + Penalty 3659.438990 = -6777489.029818
  nChanged 53
		SP:Iteration 26Q (23947.050000 sec): 3 clusters
  Score: Raw -6781173.297509 + Penalty 3659.438990 = -6777513.858519
  nChanged 55
		SP:Iteration 27Q (23947.490000 sec): 3 clusters
  Score: Raw -6781202.383960 + Penalty 3659.438990 = -6777542.944970
  nChanged 66
		SP:Iteration 28Q (23947.950000 sec): 3 clusters
  Score: Raw -6781240.179483 + Penalty 3659.438990 = -6777580.740493
  nChanged 57
		SP:Iteration 29Q (23948.410000 sec): 3 clusters
  Score: Raw -6781273.121772 + Penalty 3659.438990 = -6777613.682782
  nChanged 52
		SP:Iteration 30Q (23948.880000 sec): 3 clusters
  Score: Raw -6781295.918115 + Penalty 3659.438990 = -6777636.479125
  nChanged 47
		SP:Iteration 31Q (23949.430000 sec): 3 clusters
  Score: Raw -6781317.502661 + Penalty 3659.438990 = -6777658.063671
  nChanged 45
		SP:Iteration 32Q (23949.880000 sec): 3 clusters
  Score: Raw -6781332.114403 + Penalty 3659.438990 = -6777672.675413
  nChanged 27
		SP:Iteration 33Q (23950.360000 sec): 3 clusters
  Score: Raw -6781339.714800 + Penalty 3659.438990 = -6777680.275810
  nChanged 21
		SP:Iteration 34Q (23950.780000 sec): 3 clusters
  Score: Raw -6781344.712302 + Penalty 3659.438990 = -6777685.273312
  nChanged 17
		SP:Iteration 35Q (23951.240000 sec): 3 clusters
  Score: Raw -6781348.740232 + Penalty 3659.438990 = -6777689.301242
  nChanged 10
		SP:Iteration 36Q (23951.660000 sec): 3 clusters
  Score: Raw -6781352.031925 + Penalty 3659.438990 = -6777692.592935
  nChanged 10
		SP:Iteration 37Q (23952.050000 sec): 3 clusters
  Score: Raw -6781354.155507 + Penalty 3659.438990 = -6777694.716517
  nChanged 13
		SP:Iteration 38Q (23952.480000 sec): 3 clusters
  Score: Raw -6781356.997688 + Penalty 3659.438990 = -6777697.558698
  nChanged 4
		SP:Iteration 39Q (23952.920000 sec): 3 clusters
  Score: Raw -6781357.769531 + Penalty 3659.438990 = -6777698.330541
  nChanged 7
		SP:Iteration 40F (23953.380000 sec): 3 clusters
  Score: Raw -6781359.999349 + Penalty 3659.438990 = -6777700.560359
  nChanged 9
		SP:Iteration 41Q (23953.860000 sec): 3 clusters
  Score: Raw -6781361.614342 + Penalty 3659.438990 = -6777702.175352
  nChanged 7
		SP:Iteration 42Q (23954.330000 sec): 3 clusters
  Score: Raw -6781363.415218 + Penalty 3659.438990 = -6777703.976228
  nChanged 5
		SP:Iteration 43Q (23954.830000 sec): 3 clusters
  Score: Raw -6781364.747934 + Penalty 3659.438990 = -6777705.308944
  nChanged 4
		SP:Iteration 44Q (23955.300000 sec): 3 clusters
  Score: Raw -6781365.543312 + Penalty 3659.438990 = -6777706.104322
  nChanged 3
		SP:Iteration 45Q (23955.810000 sec): 3 clusters
  Score: Raw -6781366.402949 + Penalty 3659.438990 = -6777706.963959
  nChanged 1
		SP:Iteration 46Q (23956.260000 sec): 3 clusters
  Score: Raw -6781366.641293 + Penalty 3659.438990 = -6777707.202303
  nChanged 1
		SP:Iteration 47Q (23956.760000 sec): 3 clusters
  Score: Raw -6781366.717971 + Penalty 3659.438990 = -6777707.278981
  nChanged 1
		SP:Iteration 48Q (23957.240000 sec): 3 clusters
  Score: Raw -6781367.180663 + Penalty 3659.438990 = -6777707.741673
  nChanged 3
		SP:Iteration 49Q (23957.690000 sec): 3 clusters
  Score: Raw -6781368.106719 + Penalty 3659.438990 = -6777708.667729
  nChanged 2
		SP:Iteration 50Q (23958.170000 sec): 3 clusters
  Score: Raw -6781368.527683 + Penalty 3659.438990 = -6777709.088693
  nChanged 4
		SP:Iteration 51Q (23958.690000 sec): 3 clusters
  Score: Raw -6781369.477779 + Penalty 3659.438990 = -6777710.038789
  nChanged 1
		SP:Iteration 52Q (23959.190000 sec): 3 clusters
  Score: Raw -6781369.689642 + Penalty 3659.438990 = -6777710.250652
  nChanged 0
		SP:Iteration 53F (23959.700000 sec): 3 clusters
  Score: Raw -6781369.689642 + Penalty 3659.438990 = -6777710.250652
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 25 (13202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23959.870000 sec): 2 clusters
  Score: Raw -1176041.004384 + Penalty 1541.820087 = -1174499.184297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23960.150000 sec): 3 clusters
  Score: Raw -1168296.152443 + Penalty 3083.640174 = -1165212.512269
  nChanged 5822
		SP:Iteration 1F (23960.410000 sec): 3 clusters
  Score: Raw -1171439.094720 + Penalty 3083.640174 = -1168355.454546
  nChanged 739
		SP:Iteration 2F (23960.690000 sec): 3 clusters
  Score: Raw -1171747.513096 + Penalty 3083.640174 = -1168663.872922
  nChanged 666
		SP:Iteration 3F (23960.940000 sec): 3 clusters
  Score: Raw -1172011.816033 + Penalty 3083.640174 = -1168928.175859
  nChanged 623
		SP:Iteration 4Q (23961.200000 sec): 3 clusters
  Score: Raw -1172276.978238 + Penalty 3083.640174 = -1169193.338064
  nChanged 607
		SP:Iteration 5Q (23961.470000 sec): 3 clusters
  Score: Raw -1172536.878375 + Penalty 3083.640174 = -1169453.238201
  nChanged 570
		SP:Iteration 6Q (23961.740000 sec): 3 clusters
  Score: Raw -1172799.649415 + Penalty 3083.640174 = -1169716.009241
  nChanged 547
		SP:Iteration 7Q (23961.960000 sec): 3 clusters
  Score: Raw -1173067.370479 + Penalty 3083.640174 = -1169983.730306
  nChanged 546
		SP:Iteration 8Q (23962.230000 sec): 3 clusters
  Score: Raw -1173325.088043 + Penalty 3083.640174 = -1170241.447869
  nChanged 579
		SP:Iteration 9Q (23962.460000 sec): 3 clusters
  Score: Raw -1173629.429435 + Penalty 3083.640174 = -1170545.789261
  nChanged 566
		SP:Iteration 10Q (23962.710000 sec): 3 clusters
  Score: Raw -1173979.452155 + Penalty 3083.640174 = -1170895.811981
  nChanged 588
		SP:Iteration 11Q (23962.980000 sec): 3 clusters
  Score: Raw -1174363.107036 + Penalty 3083.640174 = -1171279.466862
  nChanged 573
		SP:Iteration 12Q (23963.200000 sec): 3 clusters
  Score: Raw -1174723.337395 + Penalty 3083.640174 = -1171639.697221
  nChanged 498
		SP:Iteration 13Q (23963.490000 sec): 3 clusters
  Score: Raw -1174994.974910 + Penalty 3083.640174 = -1171911.334736
  nChanged 360
		SP:Iteration 14Q (23963.760000 sec): 3 clusters
  Score: Raw -1175170.703222 + Penalty 3083.640174 = -1172087.063048
  nChanged 316
		SP:Iteration 15Q (23964.000000 sec): 3 clusters
  Score: Raw -1175320.261367 + Penalty 3083.640174 = -1172236.621194
  nChanged 306
		SP:Iteration 16Q (23964.210000 sec): 3 clusters
  Score: Raw -1175470.326385 + Penalty 3083.640174 = -1172386.686211
  nChanged 268
		SP:Iteration 17Q (23964.500000 sec): 3 clusters
  Score: Raw -1175597.004739 + Penalty 3083.640174 = -1172513.364565
  nChanged 269
		SP:Iteration 18Q (23964.740000 sec): 3 clusters
  Score: Raw -1175702.248106 + Penalty 3083.640174 = -1172618.607932
  nChanged 221
		SP:Iteration 19Q (23964.970000 sec): 3 clusters
  Score: Raw -1175784.794124 + Penalty 3083.640174 = -1172701.153950
  nChanged 178
		SP:Iteration 20F (23965.230000 sec): 3 clusters
  Score: Raw -1175847.644998 + Penalty 3083.640174 = -1172764.004824
  nChanged 168
		SP:Iteration 21Q (23965.460000 sec): 3 clusters
  Score: Raw -1175902.881505 + Penalty 3083.640174 = -1172819.241331
  nChanged 143
		SP:Iteration 22Q (23965.690000 sec): 3 clusters
  Score: Raw -1175951.718284 + Penalty 3083.640174 = -1172868.078110
  nChanged 138
		SP:Iteration 23Q (23965.940000 sec): 3 clusters
  Score: Raw -1175990.502736 + Penalty 3083.640174 = -1172906.862562
  nChanged 108
		SP:Iteration 24Q (23966.210000 sec): 3 clusters
  Score: Raw -1176017.417981 + Penalty 3083.640174 = -1172933.777807
  nChanged 112
		SP:Iteration 25Q (23966.480000 sec): 3 clusters
  Score: Raw -1176047.183678 + Penalty 3083.640174 = -1172963.543504
  nChanged 91
		SP:Iteration 26Q (23966.770000 sec): 3 clusters
  Score: Raw -1176069.810453 + Penalty 3083.640174 = -1172986.170279
  nChanged 76
		SP:Iteration 27Q (23967.000000 sec): 3 clusters
  Score: Raw -1176089.765507 + Penalty 3083.640174 = -1173006.125333
  nChanged 88
		SP:Iteration 28Q (23967.260000 sec): 3 clusters
  Score: Raw -1176112.213768 + Penalty 3083.640174 = -1173028.573594
  nChanged 86
		SP:Iteration 29Q (23967.540000 sec): 3 clusters
  Score: Raw -1176138.659032 + Penalty 3083.640174 = -1173055.018858
  nChanged 102
		SP:Iteration 30Q (23967.800000 sec): 3 clusters
  Score: Raw -1176165.763417 + Penalty 3083.640174 = -1173082.123243
  nChanged 88
		SP:Iteration 31Q (23968.020000 sec): 3 clusters
  Score: Raw -1176188.794889 + Penalty 3083.640174 = -1173105.154715
  nChanged 78
		SP:Iteration 32Q (23968.290000 sec): 3 clusters
  Score: Raw -1176207.936404 + Penalty 3083.640174 = -1173124.296230
  nChanged 64
		SP:Iteration 33Q (23968.510000 sec): 3 clusters
  Score: Raw -1176223.322767 + Penalty 3083.640174 = -1173139.682593
  nChanged 67
		SP:Iteration 34Q (23968.800000 sec): 3 clusters
  Score: Raw -1176236.164405 + Penalty 3083.640174 = -1173152.524231
  nChanged 47
		SP:Iteration 35Q (23969.060000 sec): 3 clusters
  Score: Raw -1176243.092220 + Penalty 3083.640174 = -1173159.452046
  nChanged 32
		SP:Iteration 36Q (23969.290000 sec): 3 clusters
  Score: Raw -1176247.065570 + Penalty 3083.640174 = -1173163.425396
  nChanged 25
		SP:Iteration 37Q (23969.500000 sec): 3 clusters
  Score: Raw -1176250.532460 + Penalty 3083.640174 = -1173166.892286
  nChanged 26
		SP:Iteration 38Q (23969.740000 sec): 3 clusters
  Score: Raw -1176253.808018 + Penalty 3083.640174 = -1173170.167844
  nChanged 19
		SP:Iteration 39Q (23969.990000 sec): 3 clusters
  Score: Raw -1176256.117819 + Penalty 3083.640174 = -1173172.477645
  nChanged 19
		SP:Iteration 40F (23970.220000 sec): 3 clusters
  Score: Raw -1176258.816558 + Penalty 3083.640174 = -1173175.176384
  nChanged 19
		SP:Iteration 41Q (23970.450000 sec): 3 clusters
  Score: Raw -1176261.695591 + Penalty 3083.640174 = -1173178.055417
  nChanged 25
		SP:Iteration 42Q (23970.710000 sec): 3 clusters
  Score: Raw -1176264.936493 + Penalty 3083.640174 = -1173181.296319
  nChanged 26
		SP:Iteration 43Q (23970.890000 sec): 3 clusters
  Score: Raw -1176268.564609 + Penalty 3083.640174 = -1173184.924435
  nChanged 25
		SP:Iteration 44Q (23971.140000 sec): 3 clusters
  Score: Raw -1176271.979259 + Penalty 3083.640174 = -1173188.339085
  nChanged 19
		SP:Iteration 45Q (23971.370000 sec): 3 clusters
  Score: Raw -1176275.620606 + Penalty 3083.640174 = -1173191.980432
  nChanged 30
		SP:Iteration 46Q (23971.620000 sec): 3 clusters
  Score: Raw -1176281.375520 + Penalty 3083.640174 = -1173197.735346
  nChanged 28
		SP:Iteration 47Q (23971.800000 sec): 3 clusters
  Score: Raw -1176286.187065 + Penalty 3083.640174 = -1173202.546891
  nChanged 34
		SP:Iteration 48Q (23972.020000 sec): 3 clusters
  Score: Raw -1176293.150506 + Penalty 3083.640174 = -1173209.510332
  nChanged 27
		SP:Iteration 49Q (23972.260000 sec): 3 clusters
  Score: Raw -1176297.158226 + Penalty 3083.640174 = -1173213.518052
  nChanged 28
		SP:Iteration 50Q (23972.540000 sec): 3 clusters
  Score: Raw -1176302.430107 + Penalty 3083.640174 = -1173218.789933
  nChanged 34
		SP:Iteration 51Q (23972.780000 sec): 3 clusters
  Score: Raw -1176307.786659 + Penalty 3083.640174 = -1173224.146485
  nChanged 31
		SP:Iteration 52Q (23972.990000 sec): 3 clusters
  Score: Raw -1176313.079960 + Penalty 3083.640174 = -1173229.439786
  nChanged 38
		SP:Iteration 53Q (23973.210000 sec): 3 clusters
  Score: Raw -1176319.773099 + Penalty 3083.640174 = -1173236.132925
  nChanged 44
		SP:Iteration 54Q (23973.390000 sec): 3 clusters
  Score: Raw -1176325.929620 + Penalty 3083.640174 = -1173242.289446
  nChanged 36
		SP:Iteration 55Q (23973.600000 sec): 3 clusters
  Score: Raw -1176331.100241 + Penalty 3083.640174 = -1173247.460067
  nChanged 26
		SP:Iteration 56Q (23973.830000 sec): 3 clusters
  Score: Raw -1176334.446456 + Penalty 3083.640174 = -1173250.806282
  nChanged 20
		SP:Iteration 57Q (23974.060000 sec): 3 clusters
  Score: Raw -1176336.438342 + Penalty 3083.640174 = -1173252.798168
  nChanged 17
		SP:Iteration 58Q (23974.250000 sec): 3 clusters
  Score: Raw -1176338.331422 + Penalty 3083.640174 = -1173254.691248
  nChanged 15
		SP:Iteration 59Q (23974.470000 sec): 3 clusters
  Score: Raw -1176340.493156 + Penalty 3083.640174 = -1173256.852982
  nChanged 16
		SP:Iteration 60F (23974.660000 sec): 3 clusters
  Score: Raw -1176342.383494 + Penalty 3083.640174 = -1173258.743320
  nChanged 10
		SP:Iteration 61Q (23974.900000 sec): 3 clusters
  Score: Raw -1176343.274801 + Penalty 3083.640174 = -1173259.634627
  nChanged 6
		SP:Iteration 62Q (23975.130000 sec): 3 clusters
  Score: Raw -1176343.983261 + Penalty 3083.640174 = -1173260.343087
  nChanged 3
		SP:Iteration 63Q (23975.400000 sec): 3 clusters
  Score: Raw -1176344.181458 + Penalty 3083.640174 = -1173260.541284
  nChanged 3
		SP:Iteration 64Q (23975.620000 sec): 3 clusters
  Score: Raw -1176344.405978 + Penalty 3083.640174 = -1173260.765804
  nChanged 1
		SP:Iteration 65Q (23975.850000 sec): 3 clusters
  Score: Raw -1176344.460479 + Penalty 3083.640174 = -1173260.820305
  nChanged 0
		SP:Iteration 66F (23976.040000 sec): 3 clusters
  Score: Raw -1176344.460479 + Penalty 3083.640174 = -1173260.820305
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 26 (53289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23976.380000 sec): 2 clusters
  Score: Raw -4623849.543197 + Penalty 1768.566347 = -4622080.976850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23976.800000 sec): 3 clusters
  Score: Raw -4589798.720145 + Penalty 3537.132693 = -4586261.587451
  nChanged 25021
		SP:Iteration 1F (23977.200000 sec): 3 clusters
  Score: Raw -4604481.705092 + Penalty 3537.132693 = -4600944.572399
  nChanged 2613
		SP:Iteration 2Q (23977.650000 sec): 3 clusters
  Score: Raw -4605543.636443 + Penalty 3537.132693 = -4602006.503750
  nChanged 3126
		SP:Iteration 3F (23978.060000 sec): 3 clusters
  Score: Raw -4607181.001553 + Penalty 3537.132693 = -4603643.868860
  nChanged 3848
		SP:Iteration 4F (23978.480000 sec): 3 clusters
  Score: Raw -4609744.237968 + Penalty 3537.132693 = -4606207.105275
  nChanged 4352
		SP:Iteration 5F (23978.840000 sec): 3 clusters
  Score: Raw -4613007.841911 + Penalty 3537.132693 = -4609470.709218
  nChanged 3934
		SP:Iteration 6F (23979.280000 sec): 3 clusters
  Score: Raw -4616080.057688 + Penalty 3537.132693 = -4612542.924994
  nChanged 3202
		SP:Iteration 7F (23979.700000 sec): 3 clusters
  Score: Raw -4618770.042956 + Penalty 3537.132693 = -4615232.910263
  nChanged 2427
		SP:Iteration 8Q (23980.110000 sec): 3 clusters
  Score: Raw -4620940.750819 + Penalty 3537.132693 = -4617403.618125
  nChanged 1641
		SP:Iteration 9Q (23980.570000 sec): 3 clusters
  Score: Raw -4622488.749981 + Penalty 3537.132693 = -4618951.617288
  nChanged 952
		SP:Iteration 10Q (23980.910000 sec): 3 clusters
  Score: Raw -4623363.997981 + Penalty 3537.132693 = -4619826.865288
  nChanged 436
		SP:Iteration 11Q (23981.310000 sec): 3 clusters
  Score: Raw -4623778.461965 + Penalty 3537.132693 = -4620241.329271
  nChanged 204
		SP:Iteration 12Q (23981.670000 sec): 3 clusters
  Score: Raw -4623973.027896 + Penalty 3537.132693 = -4620435.895202
  nChanged 116
		SP:Iteration 13Q (23982.040000 sec): 3 clusters
  Score: Raw -4624084.587978 + Penalty 3537.132693 = -4620547.455285
  nChanged 60
		SP:Iteration 14Q (23982.380000 sec): 3 clusters
  Score: Raw -4624133.304417 + Penalty 3537.132693 = -4620596.171724
  nChanged 34
		SP:Iteration 15Q (23982.750000 sec): 3 clusters
  Score: Raw -4624164.548805 + Penalty 3537.132693 = -4620627.416112
  nChanged 36
		SP:Iteration 16Q (23983.150000 sec): 3 clusters
  Score: Raw -4624197.933287 + Penalty 3537.132693 = -4620660.800594
  nChanged 34
		SP:Iteration 17Q (23983.550000 sec): 3 clusters
  Score: Raw -4624224.116283 + Penalty 3537.132693 = -4620686.983590
  nChanged 21
		SP:Iteration 18Q (23983.930000 sec): 3 clusters
  Score: Raw -4624238.529808 + Penalty 3537.132693 = -4620701.397115
  nChanged 12
		SP:Iteration 19Q (23984.250000 sec): 3 clusters
  Score: Raw -4624247.429448 + Penalty 3537.132693 = -4620710.296755
  nChanged 10
		SP:Iteration 20F (23984.650000 sec): 3 clusters
  Score: Raw -4624255.576586 + Penalty 3537.132693 = -4620718.443892
  nChanged 8
		SP:Iteration 21Q (23985.030000 sec): 3 clusters
  Score: Raw -4624262.584974 + Penalty 3537.132693 = -4620725.452281
  nChanged 5
		SP:Iteration 22Q (23985.430000 sec): 3 clusters
  Score: Raw -4624264.478419 + Penalty 3537.132693 = -4620727.345726
  nChanged 4
		SP:Iteration 23Q (23985.810000 sec): 3 clusters
  Score: Raw -4624267.076058 + Penalty 3537.132693 = -4620729.943365
  nChanged 2
		SP:Iteration 24Q (23986.190000 sec): 3 clusters
  Score: Raw -4624267.442905 + Penalty 3537.132693 = -4620730.310212
  nChanged 1
		SP:Iteration 25Q (23986.580000 sec): 3 clusters
  Score: Raw -4624267.863300 + Penalty 3537.132693 = -4620730.730606
  nChanged 0
		SP:Iteration 26F (23986.990000 sec): 3 clusters
  Score: Raw -4624267.863300 + Penalty 3537.132693 = -4620730.730606
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 27 (155983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23987.650000 sec): 2 clusters
  Score: Raw -13471404.446575 + Penalty 1943.094125 = -13469461.352450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23988.430000 sec): 3 clusters
  Score: Raw -13368539.134685 + Penalty 3886.188249 = -13364652.946435
  nChanged 75484
		SP:Iteration 1F (23989.230000 sec): 3 clusters
  Score: Raw -13412809.818953 + Penalty 3886.188249 = -13408923.630703
  nChanged 4693
		SP:Iteration 2Q (23990.050000 sec): 3 clusters
  Score: Raw -13413838.812118 + Penalty 3886.188249 = -13409952.623869
  nChanged 4931
		SP:Iteration 3Q (23990.930000 sec): 3 clusters
  Score: Raw -13415067.785118 + Penalty 3886.188249 = -13411181.596868
  nChanged 5357
		SP:Iteration 4Q (23991.790000 sec): 3 clusters
  Score: Raw -13416625.225014 + Penalty 3886.188249 = -13412739.036764
  nChanged 6027
		SP:Iteration 5Q (23992.650000 sec): 3 clusters
  Score: Raw -13418654.720861 + Penalty 3886.188249 = -13414768.532612
  nChanged 6663
		SP:Iteration 6Q (23993.470000 sec): 3 clusters
  Score: Raw -13421396.801077 + Penalty 3886.188249 = -13417510.612827
  nChanged 7824
		SP:Iteration 7F (23994.310000 sec): 3 clusters
  Score: Raw -13425243.353912 + Penalty 3886.188249 = -13421357.165662
  nChanged 8780
		SP:Iteration 8F (23995.100000 sec): 3 clusters
  Score: Raw -13430450.818071 + Penalty 3886.188249 = -13426564.629822
  nChanged 9570
		SP:Iteration 9F (23995.950000 sec): 3 clusters
  Score: Raw -13437116.130630 + Penalty 3886.188249 = -13433229.942380
  nChanged 9423
		SP:Iteration 10F (23996.810000 sec): 3 clusters
  Score: Raw -13444547.168205 + Penalty 3886.188249 = -13440660.979956
  nChanged 8184
		SP:Iteration 11F (23997.690000 sec): 3 clusters
  Score: Raw -13451339.539672 + Penalty 3886.188249 = -13447453.351423
  nChanged 6326
		SP:Iteration 12Q (23998.520000 sec): 3 clusters
  Score: Raw -13456361.493474 + Penalty 3886.188249 = -13452475.305225
  nChanged 4810
		SP:Iteration 13Q (23999.380000 sec): 3 clusters
  Score: Raw -13459750.001612 + Penalty 3886.188249 = -13455863.813362
  nChanged 3682
		SP:Iteration 14Q (24000.250000 sec): 3 clusters
  Score: Raw -13462157.459963 + Penalty 3886.188249 = -13458271.271714
  nChanged 3055
		SP:Iteration 15Q (24001.210000 sec): 3 clusters
  Score: Raw -13464112.588013 + Penalty 3886.188249 = -13460226.399763
  nChanged 2591
		SP:Iteration 16Q (24002.100000 sec): 3 clusters
  Score: Raw -13465720.305056 + Penalty 3886.188249 = -13461834.116807
  nChanged 2141
		SP:Iteration 17Q (24003.000000 sec): 3 clusters
  Score: Raw -13467051.334713 + Penalty 3886.188249 = -13463165.146464
  nChanged 1721
		SP:Iteration 18Q (24003.880000 sec): 3 clusters
  Score: Raw -13468108.955030 + Penalty 3886.188249 = -13464222.766781
  nChanged 1398
		SP:Iteration 19Q (24004.660000 sec): 3 clusters
  Score: Raw -13468947.226508 + Penalty 3886.188249 = -13465061.038259
  nChanged 1058
		SP:Iteration 20F (24005.510000 sec): 3 clusters
  Score: Raw -13469562.583259 + Penalty 3886.188249 = -13465676.395010
  nChanged 867
		SP:Iteration 21Q (24006.360000 sec): 3 clusters
  Score: Raw -13470051.313940 + Penalty 3886.188249 = -13466165.125691
  nChanged 702
		SP:Iteration 22Q (24007.260000 sec): 3 clusters
  Score: Raw -13470463.879232 + Penalty 3886.188249 = -13466577.690983
  nChanged 570
		SP:Iteration 23Q (24008.160000 sec): 3 clusters
  Score: Raw -13470793.497904 + Penalty 3886.188249 = -13466907.309654
  nChanged 408
		SP:Iteration 24Q (24008.980000 sec): 3 clusters
  Score: Raw -13471046.657309 + Penalty 3886.188249 = -13467160.469060
  nChanged 288
		SP:Iteration 25Q (24009.730000 sec): 3 clusters
  Score: Raw -13471219.931510 + Penalty 3886.188249 = -13467333.743261
  nChanged 221
		SP:Iteration 26Q (24010.540000 sec): 3 clusters
  Score: Raw -13471367.747600 + Penalty 3886.188249 = -13467481.559350
  nChanged 149
		SP:Iteration 27Q (24011.290000 sec): 3 clusters
  Score: Raw -13471459.014495 + Penalty 3886.188249 = -13467572.826245
  nChanged 100
		SP:Iteration 28Q (24012.010000 sec): 3 clusters
  Score: Raw -13471523.469551 + Penalty 3886.188249 = -13467637.281302
  nChanged 68
		SP:Iteration 29Q (24012.740000 sec): 3 clusters
  Score: Raw -13471562.472617 + Penalty 3886.188249 = -13467676.284367
  nChanged 46
		SP:Iteration 30Q (24013.400000 sec): 3 clusters
  Score: Raw -13471592.714757 + Penalty 3886.188249 = -13467706.526508
  nChanged 32
		SP:Iteration 31Q (24014.020000 sec): 3 clusters
  Score: Raw -13471612.563730 + Penalty 3886.188249 = -13467726.375480
  nChanged 25
		SP:Iteration 32Q (24014.660000 sec): 3 clusters
  Score: Raw -13471624.766541 + Penalty 3886.188249 = -13467738.578291
  nChanged 15
		SP:Iteration 33Q (24015.440000 sec): 3 clusters
  Score: Raw -13471632.095290 + Penalty 3886.188249 = -13467745.907040
  nChanged 10
		SP:Iteration 34Q (24016.240000 sec): 3 clusters
  Score: Raw -13471638.534896 + Penalty 3886.188249 = -13467752.346646
  nChanged 10
		SP:Iteration 35Q (24017.070000 sec): 3 clusters
  Score: Raw -13471643.328319 + Penalty 3886.188249 = -13467757.140069
  nChanged 11
		SP:Iteration 36Q (24017.840000 sec): 3 clusters
  Score: Raw -13471649.082372 + Penalty 3886.188249 = -13467762.894123
  nChanged 7
		SP:Iteration 37Q (24018.550000 sec): 3 clusters
  Score: Raw -13471652.354770 + Penalty 3886.188249 = -13467766.166521
  nChanged 4
		SP:Iteration 38Q (24019.330000 sec): 3 clusters
  Score: Raw -13471654.179818 + Penalty 3886.188249 = -13467767.991568
  nChanged 2
		SP:Iteration 39Q (24020.060000 sec): 3 clusters
  Score: Raw -13471654.989832 + Penalty 3886.188249 = -13467768.801583
  nChanged 2
		SP:Iteration 40F (24020.860000 sec): 3 clusters
  Score: Raw -13471657.087775 + Penalty 3886.188249 = -13467770.899525
  nChanged 2
		SP:Iteration 41Q (24021.470000 sec): 3 clusters
  Score: Raw -13471659.201346 + Penalty 3886.188249 = -13467773.013097
  nChanged 9
		SP:Iteration 42Q (24022.160000 sec): 3 clusters
  Score: Raw -13471665.546173 + Penalty 3886.188249 = -13467779.357924
  nChanged 6
		SP:Iteration 43Q (24022.930000 sec): 3 clusters
  Score: Raw -13471667.817159 + Penalty 3886.188249 = -13467781.628910
  nChanged 5
		SP:Iteration 44Q (24023.650000 sec): 3 clusters
  Score: Raw -13471670.045863 + Penalty 3886.188249 = -13467783.857613
  nChanged 2
		SP:Iteration 45Q (24024.320000 sec): 3 clusters
  Score: Raw -13471670.788228 + Penalty 3886.188249 = -13467784.599979
  nChanged 1
		SP:Iteration 46Q (24025.020000 sec): 3 clusters
  Score: Raw -13471671.106471 + Penalty 3886.188249 = -13467784.918222
  nChanged 2
		SP:Iteration 47Q (24025.750000 sec): 3 clusters
  Score: Raw -13471672.087120 + Penalty 3886.188249 = -13467785.898871
  nChanged 1
		SP:Iteration 48Q (24026.460000 sec): 3 clusters
  Score: Raw -13471672.380715 + Penalty 3886.188249 = -13467786.192465
  nChanged 0
		SP:Iteration 49F (24027.260000 sec): 3 clusters
  Score: Raw -13471672.380715 + Penalty 3886.188249 = -13467786.192465
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 28 (6276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24027.480000 sec): 2 clusters
  Score: Raw -523917.360099 + Penalty 1420.979319 = -522496.380780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24027.670000 sec): 3 clusters
  Score: Raw -520593.408962 + Penalty 2841.958637 = -517751.450325
  nChanged 2570
		SP:Iteration 1F (24027.880000 sec): 3 clusters
  Score: Raw -522122.457995 + Penalty 2841.958637 = -519280.499358
  nChanged 549
		SP:Iteration 2F (24028.080000 sec): 3 clusters
  Score: Raw -522539.333735 + Penalty 2841.958637 = -519697.375098
  nChanged 474
		SP:Iteration 3F (24028.300000 sec): 3 clusters
  Score: Raw -522898.463826 + Penalty 2841.958637 = -520056.505189
  nChanged 428
		SP:Iteration 4F (24028.490000 sec): 3 clusters
  Score: Raw -523228.809025 + Penalty 2841.958637 = -520386.850388
  nChanged 363
		SP:Iteration 5F (24028.710000 sec): 3 clusters
  Score: Raw -523482.282230 + Penalty 2841.958637 = -520640.323593
  nChanged 288
		SP:Iteration 6Q (24028.920000 sec): 3 clusters
  Score: Raw -523659.353341 + Penalty 2841.958637 = -520817.394704
  nChanged 210
		SP:Iteration 7Q (24029.130000 sec): 3 clusters
  Score: Raw -523773.364008 + Penalty 2841.958637 = -520931.405371
  nChanged 165
		SP:Iteration 8Q (24029.380000 sec): 3 clusters
  Score: Raw -523856.397065 + Penalty 2841.958637 = -521014.438428
  nChanged 135
		SP:Iteration 9Q (24029.610000 sec): 3 clusters
  Score: Raw -523928.572542 + Penalty 2841.958637 = -521086.613905
  nChanged 114
		SP:Iteration 10Q (24029.850000 sec): 3 clusters
  Score: Raw -524001.549568 + Penalty 2841.958637 = -521159.590931
  nChanged 116
		SP:Iteration 11Q (24030.110000 sec): 3 clusters
  Score: Raw -524082.677543 + Penalty 2841.958637 = -521240.718906
  nChanged 121
		SP:Iteration 12Q (24030.300000 sec): 3 clusters
  Score: Raw -524191.623743 + Penalty 2841.958637 = -521349.665106
  nChanged 127
		SP:Iteration 13Q (24030.490000 sec): 3 clusters
  Score: Raw -524309.388842 + Penalty 2841.958637 = -521467.430205
  nChanged 140
		SP:Iteration 14Q (24030.760000 sec): 3 clusters
  Score: Raw -524405.217732 + Penalty 2841.958637 = -521563.259095
  nChanged 130
		SP:Iteration 15Q (24030.980000 sec): 3 clusters
  Score: Raw -524483.949382 + Penalty 2841.958637 = -521641.990745
  nChanged 98
		SP:Iteration 16Q (24031.210000 sec): 3 clusters
  Score: Raw -524529.555224 + Penalty 2841.958637 = -521687.596587
  nChanged 84
		SP:Iteration 17Q (24031.410000 sec): 3 clusters
  Score: Raw -524566.673336 + Penalty 2841.958637 = -521724.714699
  nChanged 63
		SP:Iteration 18Q (24031.640000 sec): 3 clusters
  Score: Raw -524595.593782 + Penalty 2841.958637 = -521753.635145
  nChanged 62
		SP:Iteration 19Q (24031.820000 sec): 3 clusters
  Score: Raw -524624.664159 + Penalty 2841.958637 = -521782.705522
  nChanged 60
		SP:Iteration 20F (24032.040000 sec): 3 clusters
  Score: Raw -524649.917462 + Penalty 2841.958637 = -521807.958825
  nChanged 50
		SP:Iteration 21Q (24032.260000 sec): 3 clusters
  Score: Raw -524675.275090 + Penalty 2841.958637 = -521833.316453
  nChanged 50
		SP:Iteration 22Q (24032.430000 sec): 3 clusters
  Score: Raw -524696.975615 + Penalty 2841.958637 = -521855.016978
  nChanged 50
		SP:Iteration 23Q (24032.660000 sec): 3 clusters
  Score: Raw -524714.470481 + Penalty 2841.958637 = -521872.511844
  nChanged 32
		SP:Iteration 24Q (24032.870000 sec): 3 clusters
  Score: Raw -524724.902327 + Penalty 2841.958637 = -521882.943690
  nChanged 32
		SP:Iteration 25Q (24033.150000 sec): 3 clusters
  Score: Raw -524734.851929 + Penalty 2841.958637 = -521892.893292
  nChanged 33
		SP:Iteration 26Q (24033.360000 sec): 3 clusters
  Score: Raw -524742.686470 + Penalty 2841.958637 = -521900.727833
  nChanged 25
		SP:Iteration 27Q (24033.530000 sec): 3 clusters
  Score: Raw -524749.674506 + Penalty 2841.958637 = -521907.715869
  nChanged 20
		SP:Iteration 28Q (24033.790000 sec): 3 clusters
  Score: Raw -524754.319128 + Penalty 2841.958637 = -521912.360491
  nChanged 20
		SP:Iteration 29Q (24034.000000 sec): 3 clusters
  Score: Raw -524758.958318 + Penalty 2841.958637 = -521916.999681
  nChanged 18
		SP:Iteration 30Q (24034.220000 sec): 3 clusters
  Score: Raw -524763.598412 + Penalty 2841.958637 = -521921.639775
  nChanged 16
		SP:Iteration 31Q (24034.420000 sec): 3 clusters
  Score: Raw -524767.899635 + Penalty 2841.958637 = -521925.940998
  nChanged 16
		SP:Iteration 32Q (24034.640000 sec): 3 clusters
  Score: Raw -524772.538698 + Penalty 2841.958637 = -521930.580061
  nChanged 21
		SP:Iteration 33Q (24034.860000 sec): 3 clusters
  Score: Raw -524778.049184 + Penalty 2841.958637 = -521936.090547
  nChanged 12
		SP:Iteration 34Q (24035.090000 sec): 3 clusters
  Score: Raw -524779.949554 + Penalty 2841.958637 = -521937.990917
  nChanged 11
		SP:Iteration 35Q (24035.260000 sec): 3 clusters
  Score: Raw -524782.876011 + Penalty 2841.958637 = -521940.917374
  nChanged 11
		SP:Iteration 36Q (24035.460000 sec): 3 clusters
  Score: Raw -524784.727928 + Penalty 2841.958637 = -521942.769291
  nChanged 5
		SP:Iteration 37Q (24035.650000 sec): 3 clusters
  Score: Raw -524786.114124 + Penalty 2841.958637 = -521944.155487
  nChanged 7
		SP:Iteration 38Q (24035.880000 sec): 3 clusters
  Score: Raw -524787.797450 + Penalty 2841.958637 = -521945.838813
  nChanged 9
		SP:Iteration 39Q (24036.070000 sec): 3 clusters
  Score: Raw -524789.914629 + Penalty 2841.958637 = -521947.955992
  nChanged 5
		SP:Iteration 40F (24036.300000 sec): 3 clusters
  Score: Raw -524790.620680 + Penalty 2841.958637 = -521948.662043
  nChanged 5
		SP:Iteration 41Q (24036.540000 sec): 3 clusters
  Score: Raw -524791.442851 + Penalty 2841.958637 = -521949.484214
  nChanged 6
		SP:Iteration 42Q (24036.730000 sec): 3 clusters
  Score: Raw -524792.579799 + Penalty 2841.958637 = -521950.621162
  nChanged 9
		SP:Iteration 43Q (24036.940000 sec): 3 clusters
  Score: Raw -524794.458072 + Penalty 2841.958637 = -521952.499435
  nChanged 6
		SP:Iteration 44Q (24037.170000 sec): 3 clusters
  Score: Raw -524795.442831 + Penalty 2841.958637 = -521953.484194
  nChanged 2
		SP:Iteration 45Q (24037.370000 sec): 3 clusters
  Score: Raw -524795.675442 + Penalty 2841.958637 = -521953.716805
  nChanged 2
		SP:Iteration 46Q (24037.580000 sec): 3 clusters
  Score: Raw -524796.194934 + Penalty 2841.958637 = -521954.236297
  nChanged 1
		SP:Iteration 47Q (24037.840000 sec): 3 clusters
  Score: Raw -524796.262599 + Penalty 2841.958637 = -521954.303962
  nChanged 0
		SP:Iteration 48F (24038.060000 sec): 3 clusters
  Score: Raw -524796.262599 + Penalty 2841.958637 = -521954.303962
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 29 (3580 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24038.170000 sec): 2 clusters
  Score: Raw -280735.893969 + Penalty 1329.756688 = -279406.137281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24038.410000 sec): 3 clusters
  Score: Raw -278986.288679 + Penalty 2659.513376 = -276326.775304
  nChanged 1410
		SP:Iteration 1F (24038.580000 sec): 3 clusters
  Score: Raw -279898.047208 + Penalty 2659.513376 = -277238.533832
  nChanged 354
		SP:Iteration 2F (24038.790000 sec): 3 clusters
  Score: Raw -280223.147025 + Penalty 2659.513376 = -277563.633649
  nChanged 272
		SP:Iteration 3F (24038.970000 sec): 3 clusters
  Score: Raw -280481.948871 + Penalty 2659.513376 = -277822.435495
  nChanged 224
		SP:Iteration 4F (24039.230000 sec): 3 clusters
  Score: Raw -280705.938463 + Penalty 2659.513376 = -278046.425087
  nChanged 192
		SP:Iteration 5F (24039.390000 sec): 3 clusters
  Score: Raw -280901.364349 + Penalty 2659.513376 = -278241.850974
  nChanged 176
		SP:Iteration 6Q (24039.590000 sec): 3 clusters
  Score: Raw -281045.480354 + Penalty 2659.513376 = -278385.966979
  nChanged 125
		SP:Iteration 7Q (24039.840000 sec): 3 clusters
  Score: Raw -281132.313934 + Penalty 2659.513376 = -278472.800558
  nChanged 91
		SP:Iteration 8Q (24040.000000 sec): 3 clusters
  Score: Raw -281193.248791 + Penalty 2659.513376 = -278533.735415
  nChanged 72
		SP:Iteration 9Q (24040.180000 sec): 3 clusters
  Score: Raw -281241.304183 + Penalty 2659.513376 = -278581.790807
  nChanged 52
		SP:Iteration 10Q (24040.370000 sec): 3 clusters
  Score: Raw -281276.853584 + Penalty 2659.513376 = -278617.340208
  nChanged 52
		SP:Iteration 11Q (24040.610000 sec): 3 clusters
  Score: Raw -281312.844541 + Penalty 2659.513376 = -278653.331165
  nChanged 56
		SP:Iteration 12Q (24040.770000 sec): 3 clusters
  Score: Raw -281358.749504 + Penalty 2659.513376 = -278699.236128
  nChanged 59
		SP:Iteration 13Q (24040.950000 sec): 3 clusters
  Score: Raw -281406.666738 + Penalty 2659.513376 = -278747.153362
  nChanged 46
		SP:Iteration 14Q (24041.140000 sec): 3 clusters
  Score: Raw -281441.407492 + Penalty 2659.513376 = -278781.894116
  nChanged 51
		SP:Iteration 15Q (24041.300000 sec): 3 clusters
  Score: Raw -281473.552968 + Penalty 2659.513376 = -278814.039592
  nChanged 37
		SP:Iteration 16Q (24041.500000 sec): 3 clusters
  Score: Raw -281491.971845 + Penalty 2659.513376 = -278832.458469
  nChanged 26
		SP:Iteration 17Q (24041.690000 sec): 3 clusters
  Score: Raw -281504.557476 + Penalty 2659.513376 = -278845.044100
  nChanged 19
		SP:Iteration 18Q (24041.910000 sec): 3 clusters
  Score: Raw -281510.848733 + Penalty 2659.513376 = -278851.335357
  nChanged 11
		SP:Iteration 19Q (24042.120000 sec): 3 clusters
  Score: Raw -281513.642605 + Penalty 2659.513376 = -278854.129229
  nChanged 7
		SP:Iteration 20F (24042.340000 sec): 3 clusters
  Score: Raw -281515.310563 + Penalty 2659.513376 = -278855.797187
  nChanged 2
		SP:Iteration 21Q (24042.550000 sec): 3 clusters
  Score: Raw -281516.088222 + Penalty 2659.513376 = -278856.574846
  nChanged 3
		SP:Iteration 22Q (24042.780000 sec): 3 clusters
  Score: Raw -281517.025295 + Penalty 2659.513376 = -278857.511919
  nChanged 5
		SP:Iteration 23Q (24042.980000 sec): 3 clusters
  Score: Raw -281518.406793 + Penalty 2659.513376 = -278858.893417
  nChanged 2
		SP:Iteration 24Q (24043.220000 sec): 3 clusters
  Score: Raw -281519.524482 + Penalty 2659.513376 = -278860.011106
  nChanged 2
		SP:Iteration 25Q (24043.420000 sec): 3 clusters
  Score: Raw -281520.133305 + Penalty 2659.513376 = -278860.619929
  nChanged 2
		SP:Iteration 26Q (24043.670000 sec): 3 clusters
  Score: Raw -281521.377522 + Penalty 2659.513376 = -278861.864146
  nChanged 1
		SP:Iteration 27Q (24043.920000 sec): 3 clusters
  Score: Raw -281521.588297 + Penalty 2659.513376 = -278862.074921
  nChanged 2
		SP:Iteration 28Q (24044.110000 sec): 3 clusters
  Score: Raw -281521.922216 + Penalty 2659.513376 = -278862.408840
  nChanged 1
		SP:Iteration 29Q (24044.340000 sec): 3 clusters
  Score: Raw -281522.084433 + Penalty 2659.513376 = -278862.571057
  nChanged 0
		SP:Iteration 30F (24044.530000 sec): 3 clusters
  Score: Raw -281522.084433 + Penalty 2659.513376 = -278862.571057
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 30 (3916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24044.630000 sec): 2 clusters
  Score: Raw -335832.821691 + Penalty 1344.334226 = -334488.487466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24044.880000 sec): 3 clusters
  Score: Raw -333933.099493 + Penalty 2688.668451 = -331244.431042
  nChanged 1546
		SP:Iteration 1F (24045.080000 sec): 3 clusters
  Score: Raw -334811.415814 + Penalty 2688.668451 = -332122.747363
  nChanged 295
		SP:Iteration 2F (24045.330000 sec): 3 clusters
  Score: Raw -335002.688750 + Penalty 2688.668451 = -332314.020299
  nChanged 241
		SP:Iteration 3F (24045.510000 sec): 3 clusters
  Score: Raw -335158.866803 + Penalty 2688.668451 = -332470.198352
  nChanged 193
		SP:Iteration 4Q (24045.720000 sec): 3 clusters
  Score: Raw -335298.399241 + Penalty 2688.668451 = -332609.730789
  nChanged 184
		SP:Iteration 5Q (24045.870000 sec): 3 clusters
  Score: Raw -335433.614726 + Penalty 2688.668451 = -332744.946275
  nChanged 144
		SP:Iteration 6Q (24046.060000 sec): 3 clusters
  Score: Raw -335534.864263 + Penalty 2688.668451 = -332846.195812
  nChanged 125
		SP:Iteration 7Q (24046.290000 sec): 3 clusters
  Score: Raw -335615.739492 + Penalty 2688.668451 = -332927.071040
  nChanged 91
		SP:Iteration 8Q (24046.480000 sec): 3 clusters
  Score: Raw -335676.775033 + Penalty 2688.668451 = -332988.106581
  nChanged 74
		SP:Iteration 9Q (24046.670000 sec): 3 clusters
  Score: Raw -335730.315813 + Penalty 2688.668451 = -333041.647362
  nChanged 72
		SP:Iteration 10Q (24046.890000 sec): 3 clusters
  Score: Raw -335772.715453 + Penalty 2688.668451 = -333084.047001
  nChanged 52
		SP:Iteration 11Q (24047.110000 sec): 3 clusters
  Score: Raw -335808.789981 + Penalty 2688.668451 = -333120.121530
  nChanged 43
		SP:Iteration 12Q (24047.300000 sec): 3 clusters
  Score: Raw -335834.953742 + Penalty 2688.668451 = -333146.285291
  nChanged 20
		SP:Iteration 13Q (24047.520000 sec): 3 clusters
  Score: Raw -335846.883235 + Penalty 2688.668451 = -333158.214784
  nChanged 25
		SP:Iteration 14Q (24047.730000 sec): 3 clusters
  Score: Raw -335862.219929 + Penalty 2688.668451 = -333173.551478
  nChanged 28
		SP:Iteration 15Q (24047.910000 sec): 3 clusters
  Score: Raw -335880.151502 + Penalty 2688.668451 = -333191.483051
  nChanged 22
		SP:Iteration 16Q (24048.160000 sec): 3 clusters
  Score: Raw -335894.237984 + Penalty 2688.668451 = -333205.569533
  nChanged 23
		SP:Iteration 17Q (24048.300000 sec): 3 clusters
  Score: Raw -335912.111181 + Penalty 2688.668451 = -333223.442730
  nChanged 27
		SP:Iteration 18Q (24048.490000 sec): 3 clusters
  Score: Raw -335932.207051 + Penalty 2688.668451 = -333243.538600
  nChanged 21
		SP:Iteration 19Q (24048.730000 sec): 3 clusters
  Score: Raw -335946.682762 + Penalty 2688.668451 = -333258.014311
  nChanged 22
		SP:Iteration 20F (24048.930000 sec): 3 clusters
  Score: Raw -335959.602921 + Penalty 2688.668451 = -333270.934470
  nChanged 14
		SP:Iteration 21Q (24049.150000 sec): 3 clusters
  Score: Raw -335970.811227 + Penalty 2688.668451 = -333282.142776
  nChanged 13
		SP:Iteration 22Q (24049.330000 sec): 3 clusters
  Score: Raw -335980.197396 + Penalty 2688.668451 = -333291.528945
  nChanged 13
		SP:Iteration 23Q (24049.490000 sec): 3 clusters
  Score: Raw -335987.155566 + Penalty 2688.668451 = -333298.487114
  nChanged 13
		SP:Iteration 24Q (24049.680000 sec): 3 clusters
  Score: Raw -335996.390107 + Penalty 2688.668451 = -333307.721656
  nChanged 12
		SP:Iteration 25Q (24049.860000 sec): 3 clusters
  Score: Raw -336005.482551 + Penalty 2688.668451 = -333316.814100
  nChanged 7
		SP:Iteration 26Q (24050.010000 sec): 3 clusters
  Score: Raw -336009.228815 + Penalty 2688.668451 = -333320.560364
  nChanged 7
		SP:Iteration 27Q (24050.230000 sec): 3 clusters
  Score: Raw -336012.817887 + Penalty 2688.668451 = -333324.149436
  nChanged 6
		SP:Iteration 28Q (24050.430000 sec): 3 clusters
  Score: Raw -336015.593108 + Penalty 2688.668451 = -333326.924656
  nChanged 3
		SP:Iteration 29Q (24050.650000 sec): 3 clusters
  Score: Raw -336017.356784 + Penalty 2688.668451 = -333328.688333
  nChanged 2
		SP:Iteration 30Q (24050.860000 sec): 3 clusters
  Score: Raw -336018.347547 + Penalty 2688.668451 = -333329.679096
  nChanged 1
		SP:Iteration 31Q (24051.070000 sec): 3 clusters
  Score: Raw -336019.194785 + Penalty 2688.668451 = -333330.526333
  nChanged 0
		SP:Iteration 32F (24051.290000 sec): 3 clusters
  Score: Raw -336019.194785 + Penalty 2688.668451 = -333330.526333
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 31 (7113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24051.390000 sec): 2 clusters
  Score: Raw -565184.488289 + Penalty 1441.322898 = -563743.165391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24051.560000 sec): 3 clusters
  Score: Raw -561302.387303 + Penalty 2882.645797 = -558419.741506
  nChanged 2990
		SP:Iteration 1F (24051.770000 sec): 3 clusters
  Score: Raw -562986.594952 + Penalty 2882.645797 = -560103.949155
  nChanged 593
		SP:Iteration 2F (24052.000000 sec): 3 clusters
  Score: Raw -563401.078509 + Penalty 2882.645797 = -560518.432712
  nChanged 553
		SP:Iteration 3F (24052.220000 sec): 3 clusters
  Score: Raw -563794.608312 + Penalty 2882.645797 = -560911.962515
  nChanged 428
		SP:Iteration 4F (24052.450000 sec): 3 clusters
  Score: Raw -564071.845799 + Penalty 2882.645797 = -561189.200002
  nChanged 366
		SP:Iteration 5F (24052.670000 sec): 3 clusters
  Score: Raw -564297.303140 + Penalty 2882.645797 = -561414.657343
  nChanged 344
		SP:Iteration 6Q (24052.850000 sec): 3 clusters
  Score: Raw -564524.670093 + Penalty 2882.645797 = -561642.024297
  nChanged 317
		SP:Iteration 7Q (24053.090000 sec): 3 clusters
  Score: Raw -564755.061282 + Penalty 2882.645797 = -561872.415486
  nChanged 317
		SP:Iteration 8Q (24053.310000 sec): 3 clusters
  Score: Raw -564970.223280 + Penalty 2882.645797 = -562087.577483
  nChanged 266
		SP:Iteration 9Q (24053.550000 sec): 3 clusters
  Score: Raw -565161.798973 + Penalty 2882.645797 = -562279.153176
  nChanged 239
		SP:Iteration 10Q (24053.790000 sec): 3 clusters
  Score: Raw -565329.278554 + Penalty 2882.645797 = -562446.632758
  nChanged 217
		SP:Iteration 11Q (24054.050000 sec): 3 clusters
  Score: Raw -565490.069779 + Penalty 2882.645797 = -562607.423982
  nChanged 195
		SP:Iteration 12Q (24054.260000 sec): 3 clusters
  Score: Raw -565622.711980 + Penalty 2882.645797 = -562740.066183
  nChanged 153
		SP:Iteration 13Q (24054.430000 sec): 3 clusters
  Score: Raw -565715.046442 + Penalty 2882.645797 = -562832.400645
  nChanged 128
		SP:Iteration 14Q (24054.690000 sec): 3 clusters
  Score: Raw -565796.487167 + Penalty 2882.645797 = -562913.841370
  nChanged 111
		SP:Iteration 15Q (24054.890000 sec): 3 clusters
  Score: Raw -565863.958379 + Penalty 2882.645797 = -562981.312583
  nChanged 81
		SP:Iteration 16Q (24055.140000 sec): 3 clusters
  Score: Raw -565909.423229 + Penalty 2882.645797 = -563026.777432
  nChanged 64
		SP:Iteration 17Q (24055.390000 sec): 3 clusters
  Score: Raw -565934.641828 + Penalty 2882.645797 = -563051.996031
  nChanged 41
		SP:Iteration 18Q (24055.590000 sec): 3 clusters
  Score: Raw -565944.413216 + Penalty 2882.645797 = -563061.767420
  nChanged 30
		SP:Iteration 19Q (24055.810000 sec): 3 clusters
  Score: Raw -565950.732247 + Penalty 2882.645797 = -563068.086451
  nChanged 20
		SP:Iteration 20F (24056.070000 sec): 3 clusters
  Score: Raw -565955.084079 + Penalty 2882.645797 = -563072.438282
  nChanged 12
		SP:Iteration 21Q (24056.290000 sec): 3 clusters
  Score: Raw -565956.658837 + Penalty 2882.645797 = -563074.013040
  nChanged 13
		SP:Iteration 22Q (24056.500000 sec): 3 clusters
  Score: Raw -565958.599295 + Penalty 2882.645797 = -563075.953499
  nChanged 9
		SP:Iteration 23Q (24056.710000 sec): 3 clusters
  Score: Raw -565959.620276 + Penalty 2882.645797 = -563076.974480
  nChanged 5
		SP:Iteration 24Q (24056.880000 sec): 3 clusters
  Score: Raw -565960.415532 + Penalty 2882.645797 = -563077.769735
  nChanged 7
		SP:Iteration 25Q (24057.090000 sec): 3 clusters
  Score: Raw -565961.416528 + Penalty 2882.645797 = -563078.770731
  nChanged 5
		SP:Iteration 26Q (24057.350000 sec): 3 clusters
  Score: Raw -565961.832382 + Penalty 2882.645797 = -563079.186585
  nChanged 0
		SP:Iteration 27F (24057.550000 sec): 3 clusters
  Score: Raw -565961.832382 + Penalty 2882.645797 = -563079.186585
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 32 (25760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24057.770000 sec): 2 clusters
  Score: Raw -2175017.082886 + Penalty 1650.443954 = -2173366.638932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24058.090000 sec): 3 clusters
  Score: Raw -2159167.817234 + Penalty 3300.887909 = -2155866.929325
  nChanged 11824
		SP:Iteration 1F (24058.390000 sec): 3 clusters
  Score: Raw -2165533.664236 + Penalty 3300.887909 = -2162232.776327
  nChanged 1271
		SP:Iteration 2Q (24058.700000 sec): 3 clusters
  Score: Raw -2166002.170315 + Penalty 3300.887909 = -2162701.282407
  nChanged 1318
		SP:Iteration 3F (24059.010000 sec): 3 clusters
  Score: Raw -2166602.047736 + Penalty 3300.887909 = -2163301.159827
  nChanged 1615
		SP:Iteration 4F (24059.330000 sec): 3 clusters
  Score: Raw -2167538.352027 + Penalty 3300.887909 = -2164237.464119
  nChanged 1937
		SP:Iteration 5F (24059.570000 sec): 3 clusters
  Score: Raw -2168967.185611 + Penalty 3300.887909 = -2165666.297703
  nChanged 2110
		SP:Iteration 6F (24059.840000 sec): 3 clusters
  Score: Raw -2170863.555194 + Penalty 3300.887909 = -2167562.667286
  nChanged 1973
		SP:Iteration 7F (24060.170000 sec): 3 clusters
  Score: Raw -2172808.564236 + Penalty 3300.887909 = -2169507.676328
  nChanged 1290
		SP:Iteration 8F (24060.480000 sec): 3 clusters
  Score: Raw -2174067.830559 + Penalty 3300.887909 = -2170766.942650
  nChanged 667
		SP:Iteration 9Q (24060.760000 sec): 3 clusters
  Score: Raw -2174746.319647 + Penalty 3300.887909 = -2171445.431739
  nChanged 274
		SP:Iteration 10Q (24061.100000 sec): 3 clusters
  Score: Raw -2175033.845896 + Penalty 3300.887909 = -2171732.957988
  nChanged 95
		SP:Iteration 11Q (24061.370000 sec): 3 clusters
  Score: Raw -2175141.194286 + Penalty 3300.887909 = -2171840.306378
  nChanged 40
		SP:Iteration 12Q (24061.670000 sec): 3 clusters
  Score: Raw -2175191.405685 + Penalty 3300.887909 = -2171890.517776
  nChanged 22
		SP:Iteration 13Q (24062.030000 sec): 3 clusters
  Score: Raw -2175216.764791 + Penalty 3300.887909 = -2171915.876883
  nChanged 10
		SP:Iteration 14Q (24062.270000 sec): 3 clusters
  Score: Raw -2175232.749818 + Penalty 3300.887909 = -2171931.861909
  nChanged 11
		SP:Iteration 15Q (24062.610000 sec): 3 clusters
  Score: Raw -2175246.550675 + Penalty 3300.887909 = -2171945.662767
  nChanged 6
		SP:Iteration 16Q (24062.880000 sec): 3 clusters
  Score: Raw -2175254.454614 + Penalty 3300.887909 = -2171953.566706
  nChanged 6
		SP:Iteration 17Q (24063.190000 sec): 3 clusters
  Score: Raw -2175263.798840 + Penalty 3300.887909 = -2171962.910932
  nChanged 7
		SP:Iteration 18Q (24063.470000 sec): 3 clusters
  Score: Raw -2175271.157151 + Penalty 3300.887909 = -2171970.269242
  nChanged 3
		SP:Iteration 19Q (24063.770000 sec): 3 clusters
  Score: Raw -2175273.755723 + Penalty 3300.887909 = -2171972.867815
  nChanged 2
		SP:Iteration 20F (24064.050000 sec): 3 clusters
  Score: Raw -2175275.865943 + Penalty 3300.887909 = -2171974.978035
  nChanged 3
		SP:Iteration 21Q (24064.320000 sec): 3 clusters
  Score: Raw -2175278.724779 + Penalty 3300.887909 = -2171977.836871
  nChanged 2
		SP:Iteration 22Q (24064.580000 sec): 3 clusters
  Score: Raw -2175283.963862 + Penalty 3300.887909 = -2171983.075953
  nChanged 3
		SP:Iteration 23Q (24064.810000 sec): 3 clusters
  Score: Raw -2175289.871292 + Penalty 3300.887909 = -2171988.983383
  nChanged 4
		SP:Iteration 24Q (24065.100000 sec): 3 clusters
  Score: Raw -2175294.544177 + Penalty 3300.887909 = -2171993.656268
  nChanged 1
		SP:Iteration 25Q (24065.390000 sec): 3 clusters
  Score: Raw -2175296.075285 + Penalty 3300.887909 = -2171995.187377
  nChanged 2
		SP:Iteration 26Q (24065.680000 sec): 3 clusters
  Score: Raw -2175298.306118 + Penalty 3300.887909 = -2171997.418210
  nChanged 0
		SP:Iteration 27F (24066.020000 sec): 3 clusters
  Score: Raw -2175298.306118 + Penalty 3300.887909 = -2171997.418210
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 33 (3497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24066.160000 sec): 2 clusters
  Score: Raw -250430.904567 + Penalty 1325.944870 = -249104.959698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24066.390000 sec): 3 clusters
  Score: Raw -248792.769452 + Penalty 2651.889740 = -246140.879712
  nChanged 1353
		SP:Iteration 1F (24066.600000 sec): 3 clusters
  Score: Raw -249745.143005 + Penalty 2651.889740 = -247093.253265
  nChanged 322
		SP:Iteration 2F (24066.790000 sec): 3 clusters
  Score: Raw -250036.591135 + Penalty 2651.889740 = -247384.701396
  nChanged 274
		SP:Iteration 3F (24067.000000 sec): 3 clusters
  Score: Raw -250244.254945 + Penalty 2651.889740 = -247592.365206
  nChanged 188
		SP:Iteration 4F (24067.240000 sec): 3 clusters
  Score: Raw -250450.817512 + Penalty 2651.889740 = -247798.927773
  nChanged 195
		SP:Iteration 5F (24067.400000 sec): 3 clusters
  Score: Raw -250667.283656 + Penalty 2651.889740 = -248015.393917
  nChanged 194
		SP:Iteration 6F (24067.630000 sec): 3 clusters
  Score: Raw -250894.583598 + Penalty 2651.889740 = -248242.693859
  nChanged 160
		SP:Iteration 7Q (24067.870000 sec): 3 clusters
  Score: Raw -251072.704926 + Penalty 2651.889740 = -248420.815186
  nChanged 134
		SP:Iteration 8Q (24068.130000 sec): 3 clusters
  Score: Raw -251220.594286 + Penalty 2651.889740 = -248568.704546
  nChanged 123
		SP:Iteration 9Q (24068.270000 sec): 3 clusters
  Score: Raw -251354.017340 + Penalty 2651.889740 = -248702.127600
  nChanged 99
		SP:Iteration 10Q (24068.480000 sec): 3 clusters
  Score: Raw -251430.221453 + Penalty 2651.889740 = -248778.331714
  nChanged 65
		SP:Iteration 11Q (24068.670000 sec): 3 clusters
  Score: Raw -251467.275812 + Penalty 2651.889740 = -248815.386073
  nChanged 39
		SP:Iteration 12Q (24068.890000 sec): 3 clusters
  Score: Raw -251482.264458 + Penalty 2651.889740 = -248830.374718
  nChanged 23
		SP:Iteration 13Q (24069.090000 sec): 3 clusters
  Score: Raw -251488.555921 + Penalty 2651.889740 = -248836.666182
  nChanged 8
		SP:Iteration 14Q (24069.270000 sec): 3 clusters
  Score: Raw -251490.655776 + Penalty 2651.889740 = -248838.766036
  nChanged 6
		SP:Iteration 15Q (24069.430000 sec): 3 clusters
  Score: Raw -251492.968727 + Penalty 2651.889740 = -248841.078987
  nChanged 4
		SP:Iteration 16Q (24069.650000 sec): 3 clusters
  Score: Raw -251494.696821 + Penalty 2651.889740 = -248842.807081
  nChanged 5
		SP:Iteration 17Q (24069.860000 sec): 3 clusters
  Score: Raw -251496.032118 + Penalty 2651.889740 = -248844.142378
  nChanged 2
		SP:Iteration 18Q (24070.060000 sec): 3 clusters
  Score: Raw -251496.610487 + Penalty 2651.889740 = -248844.720747
  nChanged 2
		SP:Iteration 19Q (24070.320000 sec): 3 clusters
  Score: Raw -251496.900585 + Penalty 2651.889740 = -248845.010846
  nChanged 1
		SP:Iteration 20F (24070.530000 sec): 3 clusters
  Score: Raw -251497.135508 + Penalty 2651.889740 = -248845.245769
  nChanged 1
		SP:Iteration 21Q (24070.750000 sec): 3 clusters
  Score: Raw -251497.649368 + Penalty 2651.889740 = -248845.759628
  nChanged 3
		SP:Iteration 22Q (24070.950000 sec): 3 clusters
  Score: Raw -251498.341686 + Penalty 2651.889740 = -248846.451946
  nChanged 2
		SP:Iteration 23Q (24071.160000 sec): 3 clusters
  Score: Raw -251498.777067 + Penalty 2651.889740 = -248846.887327
  nChanged 2
		SP:Iteration 24Q (24071.400000 sec): 3 clusters
  Score: Raw -251499.586547 + Penalty 2651.889740 = -248847.696808
  nChanged 2
		SP:Iteration 25Q (24071.640000 sec): 3 clusters
  Score: Raw -251499.779111 + Penalty 2651.889740 = -248847.889372
  nChanged 1
		SP:Iteration 26Q (24071.860000 sec): 3 clusters
  Score: Raw -251500.029435 + Penalty 2651.889740 = -248848.139696
  nChanged 0
		SP:Iteration 27F (24072.110000 sec): 3 clusters
  Score: Raw -251500.029435 + Penalty 2651.889740 = -248848.139696
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 34 (22867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24072.280000 sec): 2 clusters
  Score: Raw -1946960.619008 + Penalty 1631.085642 = -1945329.533366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24072.620000 sec): 3 clusters
  Score: Raw -1933015.367188 + Penalty 3262.171283 = -1929753.195905
  nChanged 10413
		SP:Iteration 1F (24072.920000 sec): 3 clusters
  Score: Raw -1938871.680436 + Penalty 3262.171283 = -1935609.509153
  nChanged 1076
		SP:Iteration 2Q (24073.260000 sec): 3 clusters
  Score: Raw -1939269.705979 + Penalty 3262.171283 = -1936007.534696
  nChanged 1050
		SP:Iteration 3Q (24073.580000 sec): 3 clusters
  Score: Raw -1939710.720644 + Penalty 3262.171283 = -1936448.549361
  nChanged 1076
		SP:Iteration 4Q (24073.870000 sec): 3 clusters
  Score: Raw -1940197.635681 + Penalty 3262.171283 = -1936935.464398
  nChanged 1122
		SP:Iteration 5Q (24074.170000 sec): 3 clusters
  Score: Raw -1940763.558635 + Penalty 3262.171283 = -1937501.387352
  nChanged 1233
		SP:Iteration 6F (24074.460000 sec): 3 clusters
  Score: Raw -1941442.304151 + Penalty 3262.171283 = -1938180.132868
  nChanged 1257
		SP:Iteration 7F (24074.740000 sec): 3 clusters
  Score: Raw -1942155.300216 + Penalty 3262.171283 = -1938893.128933
  nChanged 1239
		SP:Iteration 8F (24075.040000 sec): 3 clusters
  Score: Raw -1942929.085387 + Penalty 3262.171283 = -1939666.914104
  nChanged 1272
		SP:Iteration 9F (24075.310000 sec): 3 clusters
  Score: Raw -1943763.278836 + Penalty 3262.171283 = -1940501.107553
  nChanged 1088
		SP:Iteration 10Q (24075.590000 sec): 3 clusters
  Score: Raw -1944439.881949 + Penalty 3262.171283 = -1941177.710666
  nChanged 887
		SP:Iteration 11Q (24075.900000 sec): 3 clusters
  Score: Raw -1944961.993289 + Penalty 3262.171283 = -1941699.822006
  nChanged 657
		SP:Iteration 12Q (24076.170000 sec): 3 clusters
  Score: Raw -1945305.049756 + Penalty 3262.171283 = -1942042.878473
  nChanged 459
		SP:Iteration 13Q (24076.440000 sec): 3 clusters
  Score: Raw -1945525.511477 + Penalty 3262.171283 = -1942263.340194
  nChanged 358
		SP:Iteration 14Q (24076.760000 sec): 3 clusters
  Score: Raw -1945719.346110 + Penalty 3262.171283 = -1942457.174827
  nChanged 284
		SP:Iteration 15Q (24077.070000 sec): 3 clusters
  Score: Raw -1945890.333795 + Penalty 3262.171283 = -1942628.162512
  nChanged 256
		SP:Iteration 16Q (24077.390000 sec): 3 clusters
  Score: Raw -1946103.668206 + Penalty 3262.171283 = -1942841.496922
  nChanged 268
		SP:Iteration 17Q (24077.730000 sec): 3 clusters
  Score: Raw -1946347.720722 + Penalty 3262.171283 = -1943085.549439
  nChanged 235
		SP:Iteration 18Q (24078.060000 sec): 3 clusters
  Score: Raw -1946633.465434 + Penalty 3262.171283 = -1943371.294150
  nChanged 231
		SP:Iteration 19Q (24078.330000 sec): 3 clusters
  Score: Raw -1946866.908050 + Penalty 3262.171283 = -1943604.736767
  nChanged 206
		SP:Iteration 20F (24078.590000 sec): 3 clusters
  Score: Raw -1947017.373348 + Penalty 3262.171283 = -1943755.202065
  nChanged 177
		SP:Iteration 21Q (24078.860000 sec): 3 clusters
  Score: Raw -1947111.238425 + Penalty 3262.171283 = -1943849.067142
  nChanged 156
		SP:Iteration 22Q (24079.140000 sec): 3 clusters
  Score: Raw -1947189.054939 + Penalty 3262.171283 = -1943926.883656
  nChanged 141
		SP:Iteration 23Q (24079.410000 sec): 3 clusters
  Score: Raw -1947248.172907 + Penalty 3262.171283 = -1943986.001624
  nChanged 135
		SP:Iteration 24Q (24079.670000 sec): 3 clusters
  Score: Raw -1947294.033867 + Penalty 3262.171283 = -1944031.862584
  nChanged 98
		SP:Iteration 25Q (24080.000000 sec): 3 clusters
  Score: Raw -1947320.022951 + Penalty 3262.171283 = -1944057.851668
  nChanged 81
		SP:Iteration 26Q (24080.210000 sec): 3 clusters
  Score: Raw -1947339.346879 + Penalty 3262.171283 = -1944077.175595
  nChanged 67
		SP:Iteration 27Q (24080.530000 sec): 3 clusters
  Score: Raw -1947356.413296 + Penalty 3262.171283 = -1944094.242013
  nChanged 61
		SP:Iteration 28Q (24080.790000 sec): 3 clusters
  Score: Raw -1947368.481690 + Penalty 3262.171283 = -1944106.310407
  nChanged 58
		SP:Iteration 29Q (24081.070000 sec): 3 clusters
  Score: Raw -1947379.394044 + Penalty 3262.171283 = -1944117.222761
  nChanged 44
		SP:Iteration 30Q (24081.330000 sec): 3 clusters
  Score: Raw -1947387.008814 + Penalty 3262.171283 = -1944124.837531
  nChanged 35
		SP:Iteration 31Q (24081.630000 sec): 3 clusters
  Score: Raw -1947395.191198 + Penalty 3262.171283 = -1944133.019915
  nChanged 41
		SP:Iteration 32Q (24081.980000 sec): 3 clusters
  Score: Raw -1947403.157181 + Penalty 3262.171283 = -1944140.985898
  nChanged 31
		SP:Iteration 33Q (24082.270000 sec): 3 clusters
  Score: Raw -1947408.177249 + Penalty 3262.171283 = -1944146.005966
  nChanged 27
		SP:Iteration 34Q (24082.520000 sec): 3 clusters
  Score: Raw -1947412.833987 + Penalty 3262.171283 = -1944150.662703
  nChanged 26
		SP:Iteration 35Q (24082.840000 sec): 3 clusters
  Score: Raw -1947416.093284 + Penalty 3262.171283 = -1944153.922001
  nChanged 19
		SP:Iteration 36Q (24083.110000 sec): 3 clusters
  Score: Raw -1947418.571571 + Penalty 3262.171283 = -1944156.400288
  nChanged 17
		SP:Iteration 37Q (24083.400000 sec): 3 clusters
  Score: Raw -1947420.651979 + Penalty 3262.171283 = -1944158.480696
  nChanged 13
		SP:Iteration 38Q (24083.680000 sec): 3 clusters
  Score: Raw -1947422.419808 + Penalty 3262.171283 = -1944160.248525
  nChanged 10
		SP:Iteration 39Q (24083.950000 sec): 3 clusters
  Score: Raw -1947423.913573 + Penalty 3262.171283 = -1944161.742290
  nChanged 11
		SP:Iteration 40F (24084.230000 sec): 3 clusters
  Score: Raw -1947425.336100 + Penalty 3262.171283 = -1944163.164817
  nChanged 9
		SP:Iteration 41Q (24084.530000 sec): 3 clusters
  Score: Raw -1947426.564310 + Penalty 3262.171283 = -1944164.393027
  nChanged 13
		SP:Iteration 42Q (24084.800000 sec): 3 clusters
  Score: Raw -1947428.044912 + Penalty 3262.171283 = -1944165.873629
  nChanged 10
		SP:Iteration 43Q (24085.110000 sec): 3 clusters
  Score: Raw -1947429.268836 + Penalty 3262.171283 = -1944167.097553
  nChanged 6
		SP:Iteration 44Q (24085.410000 sec): 3 clusters
  Score: Raw -1947430.174905 + Penalty 3262.171283 = -1944168.003622
  nChanged 8
		SP:Iteration 45Q (24085.680000 sec): 3 clusters
  Score: Raw -1947431.189486 + Penalty 3262.171283 = -1944169.018202
  nChanged 12
		SP:Iteration 46Q (24085.950000 sec): 3 clusters
  Score: Raw -1947433.251700 + Penalty 3262.171283 = -1944171.080417
  nChanged 13
		SP:Iteration 47Q (24086.220000 sec): 3 clusters
  Score: Raw -1947434.604843 + Penalty 3262.171283 = -1944172.433560
  nChanged 12
		SP:Iteration 48Q (24086.500000 sec): 3 clusters
  Score: Raw -1947435.851758 + Penalty 3262.171283 = -1944173.680475
  nChanged 6
		SP:Iteration 49Q (24086.810000 sec): 3 clusters
  Score: Raw -1947436.556528 + Penalty 3262.171283 = -1944174.385245
  nChanged 4
		SP:Iteration 50Q (24087.080000 sec): 3 clusters
  Score: Raw -1947436.960801 + Penalty 3262.171283 = -1944174.789517
  nChanged 1
		SP:Iteration 51Q (24087.360000 sec): 3 clusters
  Score: Raw -1947437.083940 + Penalty 3262.171283 = -1944174.912657
  nChanged 2
		SP:Iteration 52Q (24087.600000 sec): 3 clusters
  Score: Raw -1947437.502810 + Penalty 3262.171283 = -1944175.331527
  nChanged 3
		SP:Iteration 53Q (24087.870000 sec): 3 clusters
  Score: Raw -1947437.909436 + Penalty 3262.171283 = -1944175.738152
  nChanged 0
		SP:Iteration 54F (24088.160000 sec): 3 clusters
  Score: Raw -1947437.909436 + Penalty 3262.171283 = -1944175.738152
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 35 (9487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24088.320000 sec): 2 clusters
  Score: Raw -824957.626520 + Penalty 1488.122629 = -823469.503890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24088.590000 sec): 3 clusters
  Score: Raw -819591.930364 + Penalty 2976.245259 = -816615.685105
  nChanged 4147
		SP:Iteration 1F (24088.800000 sec): 3 clusters
  Score: Raw -821821.506083 + Penalty 2976.245259 = -818845.260825
  nChanged 554
		SP:Iteration 2F (24089.050000 sec): 3 clusters
  Score: Raw -822075.169839 + Penalty 2976.245259 = -819098.924580
  nChanged 509
		SP:Iteration 3F (24089.300000 sec): 3 clusters
  Score: Raw -822315.519519 + Penalty 2976.245259 = -819339.274260
  nChanged 467
		SP:Iteration 4Q (24089.550000 sec): 3 clusters
  Score: Raw -822561.162431 + Penalty 2976.245259 = -819584.917172
  nChanged 455
		SP:Iteration 5Q (24089.760000 sec): 3 clusters
  Score: Raw -822816.162850 + Penalty 2976.245259 = -819839.917591
  nChanged 449
		SP:Iteration 6Q (24090.020000 sec): 3 clusters
  Score: Raw -823067.408078 + Penalty 2976.245259 = -820091.162819
  nChanged 422
		SP:Iteration 7Q (24090.250000 sec): 3 clusters
  Score: Raw -823289.862557 + Penalty 2976.245259 = -820313.617298
  nChanged 376
		SP:Iteration 8Q (24090.450000 sec): 3 clusters
  Score: Raw -823472.807240 + Penalty 2976.245259 = -820496.561981
  nChanged 329
		SP:Iteration 9Q (24090.660000 sec): 3 clusters
  Score: Raw -823633.901714 + Penalty 2976.245259 = -820657.656455
  nChanged 304
		SP:Iteration 10Q (24090.890000 sec): 3 clusters
  Score: Raw -823797.021320 + Penalty 2976.245259 = -820820.776061
  nChanged 322
		SP:Iteration 11Q (24091.120000 sec): 3 clusters
  Score: Raw -823975.365760 + Penalty 2976.245259 = -820999.120501
  nChanged 293
		SP:Iteration 12Q (24091.340000 sec): 3 clusters
  Score: Raw -824141.881725 + Penalty 2976.245259 = -821165.636466
  nChanged 273
		SP:Iteration 13Q (24091.600000 sec): 3 clusters
  Score: Raw -824279.839741 + Penalty 2976.245259 = -821303.594482
  nChanged 219
		SP:Iteration 14Q (24091.860000 sec): 3 clusters
  Score: Raw -824397.853971 + Penalty 2976.245259 = -821421.608712
  nChanged 190
		SP:Iteration 15Q (24092.130000 sec): 3 clusters
  Score: Raw -824490.087488 + Penalty 2976.245259 = -821513.842229
  nChanged 152
		SP:Iteration 16Q (24092.350000 sec): 3 clusters
  Score: Raw -824556.211810 + Penalty 2976.245259 = -821579.966551
  nChanged 118
		SP:Iteration 17Q (24092.600000 sec): 3 clusters
  Score: Raw -824608.067054 + Penalty 2976.245259 = -821631.821796
  nChanged 112
		SP:Iteration 18Q (24092.850000 sec): 3 clusters
  Score: Raw -824652.215669 + Penalty 2976.245259 = -821675.970410
  nChanged 95
		SP:Iteration 19Q (24093.040000 sec): 3 clusters
  Score: Raw -824691.117578 + Penalty 2976.245259 = -821714.872319
  nChanged 106
		SP:Iteration 20F (24093.230000 sec): 3 clusters
  Score: Raw -824730.194705 + Penalty 2976.245259 = -821753.949447
  nChanged 101
		SP:Iteration 21Q (24093.520000 sec): 3 clusters
  Score: Raw -824768.039948 + Penalty 2976.245259 = -821791.794689
  nChanged 90
		SP:Iteration 22Q (24093.710000 sec): 3 clusters
  Score: Raw -824801.487274 + Penalty 2976.245259 = -821825.242015
  nChanged 81
		SP:Iteration 23Q (24093.940000 sec): 3 clusters
  Score: Raw -824827.422832 + Penalty 2976.245259 = -821851.177573
  nChanged 69
		SP:Iteration 24Q (24094.180000 sec): 3 clusters
  Score: Raw -824846.044410 + Penalty 2976.245259 = -821869.799152
  nChanged 57
		SP:Iteration 25Q (24094.390000 sec): 3 clusters
  Score: Raw -824860.563172 + Penalty 2976.245259 = -821884.317914
  nChanged 45
		SP:Iteration 26Q (24094.570000 sec): 3 clusters
  Score: Raw -824870.345820 + Penalty 2976.245259 = -821894.100561
  nChanged 42
		SP:Iteration 27Q (24094.800000 sec): 3 clusters
  Score: Raw -824881.145239 + Penalty 2976.245259 = -821904.899980
  nChanged 41
		SP:Iteration 28Q (24095.010000 sec): 3 clusters
  Score: Raw -824891.439474 + Penalty 2976.245259 = -821915.194215
  nChanged 35
		SP:Iteration 29Q (24095.200000 sec): 3 clusters
  Score: Raw -824899.021136 + Penalty 2976.245259 = -821922.775877
  nChanged 41
		SP:Iteration 30Q (24095.460000 sec): 3 clusters
  Score: Raw -824911.514031 + Penalty 2976.245259 = -821935.268772
  nChanged 45
		SP:Iteration 31Q (24095.720000 sec): 3 clusters
  Score: Raw -824922.160026 + Penalty 2976.245259 = -821945.914768
  nChanged 46
		SP:Iteration 32Q (24095.910000 sec): 3 clusters
  Score: Raw -824932.449485 + Penalty 2976.245259 = -821956.204226
  nChanged 38
		SP:Iteration 33Q (24096.120000 sec): 3 clusters
  Score: Raw -824940.145013 + Penalty 2976.245259 = -821963.899754
  nChanged 32
		SP:Iteration 34Q (24096.330000 sec): 3 clusters
  Score: Raw -824947.420825 + Penalty 2976.245259 = -821971.175566
  nChanged 25
		SP:Iteration 35Q (24096.570000 sec): 3 clusters
  Score: Raw -824951.700891 + Penalty 2976.245259 = -821975.455633
  nChanged 19
		SP:Iteration 36Q (24096.800000 sec): 3 clusters
  Score: Raw -824955.095783 + Penalty 2976.245259 = -821978.850524
  nChanged 12
		SP:Iteration 37Q (24096.990000 sec): 3 clusters
  Score: Raw -824956.982756 + Penalty 2976.245259 = -821980.737497
  nChanged 15
		SP:Iteration 38Q (24097.230000 sec): 3 clusters
  Score: Raw -824959.864739 + Penalty 2976.245259 = -821983.619480
  nChanged 18
		SP:Iteration 39Q (24097.470000 sec): 3 clusters
  Score: Raw -824964.443114 + Penalty 2976.245259 = -821988.197855
  nChanged 22
		SP:Iteration 40F (24097.690000 sec): 3 clusters
  Score: Raw -824968.523590 + Penalty 2976.245259 = -821992.278331
  nChanged 14
		SP:Iteration 41Q (24097.900000 sec): 3 clusters
  Score: Raw -824971.483149 + Penalty 2976.245259 = -821995.237891
  nChanged 14
		SP:Iteration 42Q (24098.100000 sec): 3 clusters
  Score: Raw -824974.558541 + Penalty 2976.245259 = -821998.313282
  nChanged 17
		SP:Iteration 43Q (24098.320000 sec): 3 clusters
  Score: Raw -824976.940191 + Penalty 2976.245259 = -822000.694932
  nChanged 7
		SP:Iteration 44Q (24098.530000 sec): 3 clusters
  Score: Raw -824977.929670 + Penalty 2976.245259 = -822001.684411
  nChanged 5
		SP:Iteration 45Q (24098.730000 sec): 3 clusters
  Score: Raw -824978.658702 + Penalty 2976.245259 = -822002.413443
  nChanged 3
		SP:Iteration 46Q (24098.980000 sec): 3 clusters
  Score: Raw -824978.933898 + Penalty 2976.245259 = -822002.688639
  nChanged 2
		SP:Iteration 47Q (24099.230000 sec): 3 clusters
  Score: Raw -824979.150326 + Penalty 2976.245259 = -822002.905067
  nChanged 1
		SP:Iteration 48Q (24099.430000 sec): 3 clusters
  Score: Raw -824979.370166 + Penalty 2976.245259 = -822003.124908
  nChanged 1
		SP:Iteration 49Q (24099.660000 sec): 3 clusters
  Score: Raw -824979.540355 + Penalty 2976.245259 = -822003.295096
  nChanged 1
		SP:Iteration 50Q (24099.950000 sec): 3 clusters
  Score: Raw -824979.837763 + Penalty 2976.245259 = -822003.592504
  nChanged 1
		SP:Iteration 51Q (24100.130000 sec): 3 clusters
  Score: Raw -824980.051097 + Penalty 2976.245259 = -822003.805838
  nChanged 0
		SP:Iteration 52F (24100.340000 sec): 3 clusters
  Score: Raw -824980.051097 + Penalty 2976.245259 = -822003.805838
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 36 (3986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24100.440000 sec): 2 clusters
  Score: Raw -320858.476854 + Penalty 1347.213319 = -319511.263535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24100.670000 sec): 3 clusters
  Score: Raw -318854.947807 + Penalty 2694.426638 = -316160.521170
  nChanged 1578
		SP:Iteration 1F (24100.850000 sec): 3 clusters
  Score: Raw -319732.549719 + Penalty 2694.426638 = -317038.123081
  nChanged 308
		SP:Iteration 2F (24101.070000 sec): 3 clusters
  Score: Raw -319930.626982 + Penalty 2694.426638 = -317236.200344
  nChanged 238
		SP:Iteration 3F (24101.280000 sec): 3 clusters
  Score: Raw -320085.873077 + Penalty 2694.426638 = -317391.446440
  nChanged 205
		SP:Iteration 4F (24101.490000 sec): 3 clusters
  Score: Raw -320213.718401 + Penalty 2694.426638 = -317519.291763
  nChanged 159
		SP:Iteration 5Q (24101.650000 sec): 3 clusters
  Score: Raw -320326.382783 + Penalty 2694.426638 = -317631.956146
  nChanged 148
		SP:Iteration 6Q (24101.860000 sec): 3 clusters
  Score: Raw -320425.069469 + Penalty 2694.426638 = -317730.642831
  nChanged 134
		SP:Iteration 7Q (24102.070000 sec): 3 clusters
  Score: Raw -320505.735288 + Penalty 2694.426638 = -317811.308650
  nChanged 111
		SP:Iteration 8Q (24102.250000 sec): 3 clusters
  Score: Raw -320572.049094 + Penalty 2694.426638 = -317877.622456
  nChanged 102
		SP:Iteration 9Q (24102.450000 sec): 3 clusters
  Score: Raw -320640.635758 + Penalty 2694.426638 = -317946.209120
  nChanged 105
		SP:Iteration 10Q (24102.620000 sec): 3 clusters
  Score: Raw -320714.018681 + Penalty 2694.426638 = -318019.592043
  nChanged 84
		SP:Iteration 11Q (24102.790000 sec): 3 clusters
  Score: Raw -320760.533439 + Penalty 2694.426638 = -318066.106802
  nChanged 80
		SP:Iteration 12Q (24102.970000 sec): 3 clusters
  Score: Raw -320812.485988 + Penalty 2694.426638 = -318118.059351
  nChanged 74
		SP:Iteration 13Q (24103.180000 sec): 3 clusters
  Score: Raw -320859.111399 + Penalty 2694.426638 = -318164.684761
  nChanged 64
		SP:Iteration 14Q (24103.350000 sec): 3 clusters
  Score: Raw -320895.828641 + Penalty 2694.426638 = -318201.402004
  nChanged 53
		SP:Iteration 15Q (24103.560000 sec): 3 clusters
  Score: Raw -320926.690910 + Penalty 2694.426638 = -318232.264272
  nChanged 45
		SP:Iteration 16Q (24103.730000 sec): 3 clusters
  Score: Raw -320947.235864 + Penalty 2694.426638 = -318252.809227
  nChanged 25
		SP:Iteration 17Q (24103.980000 sec): 3 clusters
  Score: Raw -320960.324410 + Penalty 2694.426638 = -318265.897773
  nChanged 26
		SP:Iteration 18Q (24104.130000 sec): 3 clusters
  Score: Raw -320973.643615 + Penalty 2694.426638 = -318279.216977
  nChanged 24
		SP:Iteration 19Q (24104.390000 sec): 3 clusters
  Score: Raw -320986.673878 + Penalty 2694.426638 = -318292.247241
  nChanged 25
		SP:Iteration 20F (24104.570000 sec): 3 clusters
  Score: Raw -320998.690215 + Penalty 2694.426638 = -318304.263578
  nChanged 20
		SP:Iteration 21Q (24104.740000 sec): 3 clusters
  Score: Raw -321007.682944 + Penalty 2694.426638 = -318313.256307
  nChanged 14
		SP:Iteration 22Q (24104.950000 sec): 3 clusters
  Score: Raw -321012.772024 + Penalty 2694.426638 = -318318.345386
  nChanged 8
		SP:Iteration 23Q (24105.160000 sec): 3 clusters
  Score: Raw -321015.053335 + Penalty 2694.426638 = -318320.626697
  nChanged 8
		SP:Iteration 24Q (24105.350000 sec): 3 clusters
  Score: Raw -321016.992753 + Penalty 2694.426638 = -318322.566116
  nChanged 7
		SP:Iteration 25Q (24105.520000 sec): 3 clusters
  Score: Raw -321019.411183 + Penalty 2694.426638 = -318324.984545
  nChanged 5
		SP:Iteration 26Q (24105.760000 sec): 3 clusters
  Score: Raw -321022.736234 + Penalty 2694.426638 = -318328.309597
  nChanged 9
		SP:Iteration 27Q (24105.940000 sec): 3 clusters
  Score: Raw -321027.383273 + Penalty 2694.426638 = -318332.956635
  nChanged 9
		SP:Iteration 28Q (24106.180000 sec): 3 clusters
  Score: Raw -321030.987386 + Penalty 2694.426638 = -318336.560748
  nChanged 5
		SP:Iteration 29Q (24106.360000 sec): 3 clusters
  Score: Raw -321033.143722 + Penalty 2694.426638 = -318338.717084
  nChanged 2
		SP:Iteration 30Q (24106.550000 sec): 3 clusters
  Score: Raw -321033.576687 + Penalty 2694.426638 = -318339.150049
  nChanged 0
		SP:Iteration 31F (24106.780000 sec): 3 clusters
  Score: Raw -321033.576687 + Penalty 2694.426638 = -318339.150049
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 37 (158361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24107.510000 sec): 2 clusters
  Score: Raw -13587266.342527 + Penalty 1945.552784 = -13585320.789744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24108.290000 sec): 3 clusters
  Score: Raw -13483021.933804 + Penalty 3891.105568 = -13479130.828237
  nChanged 76447
		SP:Iteration 1F (24109.070000 sec): 3 clusters
  Score: Raw -13530181.001947 + Penalty 3891.105568 = -13526289.896379
  nChanged 8490
		SP:Iteration 2F (24109.860000 sec): 3 clusters
  Score: Raw -13534192.190311 + Penalty 3891.105568 = -13530301.084743
  nChanged 10824
		SP:Iteration 3F (24110.680000 sec): 3 clusters
  Score: Raw -13540515.177341 + Penalty 3891.105568 = -13536624.071774
  nChanged 11934
		SP:Iteration 4F (24111.470000 sec): 3 clusters
  Score: Raw -13548157.723185 + Penalty 3891.105568 = -13544266.617617
  nChanged 11502
		SP:Iteration 5F (24112.280000 sec): 3 clusters
  Score: Raw -13555307.231452 + Penalty 3891.105568 = -13551416.125885
  nChanged 9571
		SP:Iteration 6F (24113.130000 sec): 3 clusters
  Score: Raw -13561167.043523 + Penalty 3891.105568 = -13557275.937956
  nChanged 8116
		SP:Iteration 7F (24113.920000 sec): 3 clusters
  Score: Raw -13566557.141516 + Penalty 3891.105568 = -13562666.035949
  nChanged 7358
		SP:Iteration 8Q (24114.820000 sec): 3 clusters
  Score: Raw -13572190.023650 + Penalty 3891.105568 = -13568298.918082
  nChanged 6672
		SP:Iteration 9Q (24115.670000 sec): 3 clusters
  Score: Raw -13578087.475049 + Penalty 3891.105568 = -13574196.369482
  nChanged 5022
		SP:Iteration 10Q (24116.490000 sec): 3 clusters
  Score: Raw -13582861.197562 + Penalty 3891.105568 = -13578970.091995
  nChanged 2907
		SP:Iteration 11Q (24117.340000 sec): 3 clusters
  Score: Raw -13585603.993165 + Penalty 3891.105568 = -13581712.887597
  nChanged 1224
		SP:Iteration 12Q (24118.090000 sec): 3 clusters
  Score: Raw -13586735.104093 + Penalty 3891.105568 = -13582843.998526
  nChanged 468
		SP:Iteration 13Q (24118.750000 sec): 3 clusters
  Score: Raw -13587185.928074 + Penalty 3891.105568 = -13583294.822506
  nChanged 208
		SP:Iteration 14Q (24119.460000 sec): 3 clusters
  Score: Raw -13587390.100725 + Penalty 3891.105568 = -13583498.995158
  nChanged 128
		SP:Iteration 15Q (24120.210000 sec): 3 clusters
  Score: Raw -13587506.822437 + Penalty 3891.105568 = -13583615.716869
  nChanged 84
		SP:Iteration 16Q (24120.950000 sec): 3 clusters
  Score: Raw -13587568.803666 + Penalty 3891.105568 = -13583677.698098
  nChanged 47
		SP:Iteration 17Q (24121.710000 sec): 3 clusters
  Score: Raw -13587604.496262 + Penalty 3891.105568 = -13583713.390694
  nChanged 42
		SP:Iteration 18Q (24122.370000 sec): 3 clusters
  Score: Raw -13587634.021720 + Penalty 3891.105568 = -13583742.916152
  nChanged 33
		SP:Iteration 19Q (24123.010000 sec): 3 clusters
  Score: Raw -13587651.984941 + Penalty 3891.105568 = -13583760.879374
  nChanged 21
		SP:Iteration 20F (24123.770000 sec): 3 clusters
  Score: Raw -13587665.143745 + Penalty 3891.105568 = -13583774.038177
  nChanged 15
		SP:Iteration 21Q (24124.490000 sec): 3 clusters
  Score: Raw -13587672.405972 + Penalty 3891.105568 = -13583781.300405
  nChanged 9
		SP:Iteration 22Q (24125.290000 sec): 3 clusters
  Score: Raw -13587676.755809 + Penalty 3891.105568 = -13583785.650241
  nChanged 4
		SP:Iteration 23Q (24126.010000 sec): 3 clusters
  Score: Raw -13587678.791186 + Penalty 3891.105568 = -13583787.685618
  nChanged 5
		SP:Iteration 24Q (24126.770000 sec): 3 clusters
  Score: Raw -13587682.238426 + Penalty 3891.105568 = -13583791.132858
  nChanged 6
		SP:Iteration 25Q (24127.570000 sec): 3 clusters
  Score: Raw -13587685.878129 + Penalty 3891.105568 = -13583794.772561
  nChanged 5
		SP:Iteration 26Q (24128.350000 sec): 3 clusters
  Score: Raw -13587687.671079 + Penalty 3891.105568 = -13583796.565511
  nChanged 4
		SP:Iteration 27Q (24129.050000 sec): 3 clusters
  Score: Raw -13587688.691641 + Penalty 3891.105568 = -13583797.586074
  nChanged 3
		SP:Iteration 28Q (24129.710000 sec): 3 clusters
  Score: Raw -13587690.343190 + Penalty 3891.105568 = -13583799.237622
  nChanged 4
		SP:Iteration 29Q (24130.380000 sec): 3 clusters
  Score: Raw -13587692.730774 + Penalty 3891.105568 = -13583801.625207
  nChanged 4
		SP:Iteration 30Q (24131.030000 sec): 3 clusters
  Score: Raw -13587695.205997 + Penalty 3891.105568 = -13583804.100429
  nChanged 9
		SP:Iteration 31Q (24131.790000 sec): 3 clusters
  Score: Raw -13587702.161756 + Penalty 3891.105568 = -13583811.056189
  nChanged 9
		SP:Iteration 32Q (24132.540000 sec): 3 clusters
  Score: Raw -13587705.780735 + Penalty 3891.105568 = -13583814.675167
  nChanged 5
		SP:Iteration 33Q (24133.290000 sec): 3 clusters
  Score: Raw -13587709.503019 + Penalty 3891.105568 = -13583818.397451
  nChanged 7
		SP:Iteration 34Q (24133.960000 sec): 3 clusters
  Score: Raw -13587713.068977 + Penalty 3891.105568 = -13583821.963409
  nChanged 7
		SP:Iteration 35Q (24134.640000 sec): 3 clusters
  Score: Raw -13587715.730836 + Penalty 3891.105568 = -13583824.625269
  nChanged 6
		SP:Iteration 36Q (24135.340000 sec): 3 clusters
  Score: Raw -13587718.907752 + Penalty 3891.105568 = -13583827.802184
  nChanged 10
		SP:Iteration 37Q (24136.100000 sec): 3 clusters
  Score: Raw -13587723.923007 + Penalty 3891.105568 = -13583832.817440
  nChanged 11
		SP:Iteration 38Q (24136.790000 sec): 3 clusters
  Score: Raw -13587731.280616 + Penalty 3891.105568 = -13583840.175048
  nChanged 12
		SP:Iteration 39Q (24137.570000 sec): 3 clusters
  Score: Raw -13587738.700413 + Penalty 3891.105568 = -13583847.594845
  nChanged 16
		SP:Iteration 40F (24138.410000 sec): 3 clusters
  Score: Raw -13587747.348577 + Penalty 3891.105568 = -13583856.243009
  nChanged 17
		SP:Iteration 41Q (24139.080000 sec): 3 clusters
  Score: Raw -13587755.717187 + Penalty 3891.105568 = -13583864.611620
  nChanged 17
		SP:Iteration 42Q (24139.790000 sec): 3 clusters
  Score: Raw -13587765.863298 + Penalty 3891.105568 = -13583874.757730
  nChanged 20
		SP:Iteration 43Q (24140.470000 sec): 3 clusters
  Score: Raw -13587779.144527 + Penalty 3891.105568 = -13583888.038959
  nChanged 16
		SP:Iteration 44Q (24141.230000 sec): 3 clusters
  Score: Raw -13587790.152387 + Penalty 3891.105568 = -13583899.046819
  nChanged 18
		SP:Iteration 45Q (24141.960000 sec): 3 clusters
  Score: Raw -13587801.909293 + Penalty 3891.105568 = -13583910.803726
  nChanged 16
		SP:Iteration 46Q (24142.700000 sec): 3 clusters
  Score: Raw -13587813.237216 + Penalty 3891.105568 = -13583922.131648
  nChanged 17
		SP:Iteration 47Q (24143.510000 sec): 3 clusters
  Score: Raw -13587821.286536 + Penalty 3891.105568 = -13583930.180968
  nChanged 8
		SP:Iteration 48Q (24144.330000 sec): 3 clusters
  Score: Raw -13587826.390302 + Penalty 3891.105568 = -13583935.284734
  nChanged 6
		SP:Iteration 49Q (24145.250000 sec): 3 clusters
  Score: Raw -13587830.954879 + Penalty 3891.105568 = -13583939.849311
  nChanged 7
		SP:Iteration 50Q (24146.100000 sec): 3 clusters
  Score: Raw -13587834.688812 + Penalty 3891.105568 = -13583943.583244
  nChanged 8
		SP:Iteration 51Q (24146.980000 sec): 3 clusters
  Score: Raw -13587838.078912 + Penalty 3891.105568 = -13583946.973344
  nChanged 12
		SP:Iteration 52Q (24147.790000 sec): 3 clusters
  Score: Raw -13587844.872476 + Penalty 3891.105568 = -13583953.766909
  nChanged 9
		SP:Iteration 53Q (24148.580000 sec): 3 clusters
  Score: Raw -13587850.291246 + Penalty 3891.105568 = -13583959.185678
  nChanged 11
		SP:Iteration 54Q (24149.320000 sec): 3 clusters
  Score: Raw -13587854.972705 + Penalty 3891.105568 = -13583963.867138
  nChanged 8
		SP:Iteration 55Q (24150.160000 sec): 3 clusters
  Score: Raw -13587860.069805 + Penalty 3891.105568 = -13583968.964237
  nChanged 4
		SP:Iteration 56Q (24150.990000 sec): 3 clusters
  Score: Raw -13587861.814953 + Penalty 3891.105568 = -13583970.709385
  nChanged 3
		SP:Iteration 57Q (24151.740000 sec): 3 clusters
  Score: Raw -13587863.635202 + Penalty 3891.105568 = -13583972.529634
  nChanged 4
		SP:Iteration 58Q (24152.530000 sec): 3 clusters
  Score: Raw -13587865.282307 + Penalty 3891.105568 = -13583974.176739
  nChanged 3
		SP:Iteration 59Q (24153.390000 sec): 3 clusters
  Score: Raw -13587866.706400 + Penalty 3891.105568 = -13583975.600832
  nChanged 3
		SP:Iteration 60F (24154.260000 sec): 3 clusters
  Score: Raw -13587867.631123 + Penalty 3891.105568 = -13583976.525555
  nChanged 1
		SP:Iteration 61Q (24155.090000 sec): 3 clusters
  Score: Raw -13587868.780477 + Penalty 3891.105568 = -13583977.674909
  nChanged 3
		SP:Iteration 62Q (24155.810000 sec): 3 clusters
  Score: Raw -13587869.738599 + Penalty 3891.105568 = -13583978.633031
  nChanged 0
		SP:Iteration 63F (24156.630000 sec): 3 clusters
  Score: Raw -13587869.738599 + Penalty 3891.105568 = -13583978.633031
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 38 (9946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24156.820000 sec): 2 clusters
  Score: Raw -825480.729121 + Penalty 1495.800433 = -823984.928688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24157.020000 sec): 3 clusters
  Score: Raw -819908.586802 + Penalty 2991.600865 = -816916.985937
  nChanged 4244
		SP:Iteration 1F (24157.270000 sec): 3 clusters
  Score: Raw -822230.793735 + Penalty 2991.600865 = -819239.192869
  nChanged 646
		SP:Iteration 2F (24157.510000 sec): 3 clusters
  Score: Raw -822549.940916 + Penalty 2991.600865 = -819558.340050
  nChanged 557
		SP:Iteration 3F (24157.730000 sec): 3 clusters
  Score: Raw -822829.847933 + Penalty 2991.600865 = -819838.247068
  nChanged 472
		SP:Iteration 4Q (24158.020000 sec): 3 clusters
  Score: Raw -823068.018759 + Penalty 2991.600865 = -820076.417894
  nChanged 411
		SP:Iteration 5Q (24158.270000 sec): 3 clusters
  Score: Raw -823285.327018 + Penalty 2991.600865 = -820293.726152
  nChanged 398
		SP:Iteration 6Q (24158.510000 sec): 3 clusters
  Score: Raw -823479.081332 + Penalty 2991.600865 = -820487.480466
  nChanged 379
		SP:Iteration 7Q (24158.770000 sec): 3 clusters
  Score: Raw -823663.797902 + Penalty 2991.600865 = -820672.197037
  nChanged 331
		SP:Iteration 8Q (24159.000000 sec): 3 clusters
  Score: Raw -823821.140659 + Penalty 2991.600865 = -820829.539794
  nChanged 315
		SP:Iteration 9Q (24159.250000 sec): 3 clusters
  Score: Raw -823969.261602 + Penalty 2991.600865 = -820977.660737
  nChanged 290
		SP:Iteration 10Q (24159.510000 sec): 3 clusters
  Score: Raw -824096.257337 + Penalty 2991.600865 = -821104.656472
  nChanged 283
		SP:Iteration 11Q (24159.710000 sec): 3 clusters
  Score: Raw -824214.421043 + Penalty 2991.600865 = -821222.820178
  nChanged 259
		SP:Iteration 12Q (24159.970000 sec): 3 clusters
  Score: Raw -824328.158740 + Penalty 2991.600865 = -821336.557874
  nChanged 237
		SP:Iteration 13Q (24160.150000 sec): 3 clusters
  Score: Raw -824412.162625 + Penalty 2991.600865 = -821420.561760
  nChanged 178
		SP:Iteration 14Q (24160.390000 sec): 3 clusters
  Score: Raw -824470.229755 + Penalty 2991.600865 = -821478.628890
  nChanged 162
		SP:Iteration 15Q (24160.620000 sec): 3 clusters
  Score: Raw -824512.556284 + Penalty 2991.600865 = -821520.955418
  nChanged 113
		SP:Iteration 16Q (24160.840000 sec): 3 clusters
  Score: Raw -824540.110476 + Penalty 2991.600865 = -821548.509610
  nChanged 102
		SP:Iteration 17Q (24161.070000 sec): 3 clusters
  Score: Raw -824564.075555 + Penalty 2991.600865 = -821572.474690
  nChanged 72
		SP:Iteration 18Q (24161.290000 sec): 3 clusters
  Score: Raw -824579.097930 + Penalty 2991.600865 = -821587.497064
  nChanged 60
		SP:Iteration 19Q (24161.550000 sec): 3 clusters
  Score: Raw -824588.661684 + Penalty 2991.600865 = -821597.060819
  nChanged 42
		SP:Iteration 20F (24161.820000 sec): 3 clusters
  Score: Raw -824594.826763 + Penalty 2991.600865 = -821603.225898
  nChanged 34
		SP:Iteration 21Q (24162.140000 sec): 3 clusters
  Score: Raw -824600.113152 + Penalty 2991.600865 = -821608.512287
  nChanged 36
		SP:Iteration 22Q (24162.370000 sec): 3 clusters
  Score: Raw -824604.668111 + Penalty 2991.600865 = -821613.067246
  nChanged 31
		SP:Iteration 23Q (24162.560000 sec): 3 clusters
  Score: Raw -824609.142720 + Penalty 2991.600865 = -821617.541854
  nChanged 33
		SP:Iteration 24Q (24162.870000 sec): 3 clusters
  Score: Raw -824613.110366 + Penalty 2991.600865 = -821621.509501
  nChanged 22
		SP:Iteration 25Q (24163.080000 sec): 3 clusters
  Score: Raw -824615.844601 + Penalty 2991.600865 = -821624.243735
  nChanged 28
		SP:Iteration 26Q (24163.300000 sec): 3 clusters
  Score: Raw -824619.795086 + Penalty 2991.600865 = -821628.194220
  nChanged 23
		SP:Iteration 27Q (24163.560000 sec): 3 clusters
  Score: Raw -824623.113168 + Penalty 2991.600865 = -821631.512302
  nChanged 32
		SP:Iteration 28Q (24163.770000 sec): 3 clusters
  Score: Raw -824627.254976 + Penalty 2991.600865 = -821635.654111
  nChanged 26
		SP:Iteration 29Q (24164.050000 sec): 3 clusters
  Score: Raw -824630.877760 + Penalty 2991.600865 = -821639.276895
  nChanged 25
		SP:Iteration 30Q (24164.230000 sec): 3 clusters
  Score: Raw -824633.811177 + Penalty 2991.600865 = -821642.210312
  nChanged 21
		SP:Iteration 31Q (24164.500000 sec): 3 clusters
  Score: Raw -824636.244130 + Penalty 2991.600865 = -821644.643265
  nChanged 20
		SP:Iteration 32Q (24164.740000 sec): 3 clusters
  Score: Raw -824638.756481 + Penalty 2991.600865 = -821647.155615
  nChanged 19
		SP:Iteration 33Q (24164.910000 sec): 3 clusters
  Score: Raw -824640.684831 + Penalty 2991.600865 = -821649.083966
  nChanged 12
		SP:Iteration 34Q (24165.150000 sec): 3 clusters
  Score: Raw -824641.985702 + Penalty 2991.600865 = -821650.384836
  nChanged 11
		SP:Iteration 35Q (24165.400000 sec): 3 clusters
  Score: Raw -824643.183732 + Penalty 2991.600865 = -821651.582867
  nChanged 11
		SP:Iteration 36Q (24165.600000 sec): 3 clusters
  Score: Raw -824644.506103 + Penalty 2991.600865 = -821652.905238
  nChanged 15
		SP:Iteration 37Q (24165.880000 sec): 3 clusters
  Score: Raw -824647.027653 + Penalty 2991.600865 = -821655.426788
  nChanged 13
		SP:Iteration 38Q (24166.060000 sec): 3 clusters
  Score: Raw -824648.385140 + Penalty 2991.600865 = -821656.784274
  nChanged 13
		SP:Iteration 39Q (24166.290000 sec): 3 clusters
  Score: Raw -824649.849860 + Penalty 2991.600865 = -821658.248994
  nChanged 10
		SP:Iteration 40F (24166.540000 sec): 3 clusters
  Score: Raw -824650.891949 + Penalty 2991.600865 = -821659.291083
  nChanged 14
		SP:Iteration 41Q (24166.780000 sec): 3 clusters
  Score: Raw -824653.377265 + Penalty 2991.600865 = -821661.776400
  nChanged 23
		SP:Iteration 42Q (24167.040000 sec): 3 clusters
  Score: Raw -824657.068184 + Penalty 2991.600865 = -821665.467319
  nChanged 15
		SP:Iteration 43Q (24167.240000 sec): 3 clusters
  Score: Raw -824658.755447 + Penalty 2991.600865 = -821667.154582
  nChanged 15
		SP:Iteration 44Q (24167.520000 sec): 3 clusters
  Score: Raw -824660.089462 + Penalty 2991.600865 = -821668.488597
  nChanged 16
		SP:Iteration 45Q (24167.700000 sec): 3 clusters
  Score: Raw -824662.015934 + Penalty 2991.600865 = -821670.415069
  nChanged 15
		SP:Iteration 46Q (24168.000000 sec): 3 clusters
  Score: Raw -824664.156558 + Penalty 2991.600865 = -821672.555693
  nChanged 27
		SP:Iteration 47Q (24168.200000 sec): 3 clusters
  Score: Raw -824668.537043 + Penalty 2991.600865 = -821676.936178
  nChanged 30
		SP:Iteration 48Q (24168.410000 sec): 3 clusters
  Score: Raw -824672.662577 + Penalty 2991.600865 = -821681.061712
  nChanged 29
		SP:Iteration 49Q (24168.650000 sec): 3 clusters
  Score: Raw -824676.320505 + Penalty 2991.600865 = -821684.719640
  nChanged 26
		SP:Iteration 50Q (24168.870000 sec): 3 clusters
  Score: Raw -824679.995784 + Penalty 2991.600865 = -821688.394919
  nChanged 26
		SP:Iteration 51Q (24169.110000 sec): 3 clusters
  Score: Raw -824685.148019 + Penalty 2991.600865 = -821693.547154
  nChanged 34
		SP:Iteration 52Q (24169.360000 sec): 3 clusters
  Score: Raw -824690.887390 + Penalty 2991.600865 = -821699.286525
  nChanged 24
		SP:Iteration 53Q (24169.570000 sec): 3 clusters
  Score: Raw -824694.586477 + Penalty 2991.600865 = -821702.985612
  nChanged 38
		SP:Iteration 54Q (24169.770000 sec): 3 clusters
  Score: Raw -824700.152312 + Penalty 2991.600865 = -821708.551447
  nChanged 28
		SP:Iteration 55Q (24170.030000 sec): 3 clusters
  Score: Raw -824704.224834 + Penalty 2991.600865 = -821712.623969
  nChanged 33
		SP:Iteration 56Q (24170.230000 sec): 3 clusters
  Score: Raw -824709.892118 + Penalty 2991.600865 = -821718.291253
  nChanged 39
		SP:Iteration 57Q (24170.450000 sec): 3 clusters
  Score: Raw -824716.112327 + Penalty 2991.600865 = -821724.511462
  nChanged 30
		SP:Iteration 58Q (24170.690000 sec): 3 clusters
  Score: Raw -824720.283922 + Penalty 2991.600865 = -821728.683057
  nChanged 34
		SP:Iteration 59Q (24170.920000 sec): 3 clusters
  Score: Raw -824723.916238 + Penalty 2991.600865 = -821732.315373
  nChanged 34
		SP:Iteration 60F (24171.180000 sec): 3 clusters
  Score: Raw -824727.898956 + Penalty 2991.600865 = -821736.298091
  nChanged 21
		SP:Iteration 61Q (24171.400000 sec): 3 clusters
  Score: Raw -824730.754983 + Penalty 2991.600865 = -821739.154118
  nChanged 25
		SP:Iteration 62Q (24171.630000 sec): 3 clusters
  Score: Raw -824734.109900 + Penalty 2991.600865 = -821742.509035
  nChanged 29
		SP:Iteration 63Q (24171.850000 sec): 3 clusters
  Score: Raw -824737.512645 + Penalty 2991.600865 = -821745.911779
  nChanged 29
		SP:Iteration 64Q (24172.080000 sec): 3 clusters
  Score: Raw -824741.591502 + Penalty 2991.600865 = -821749.990637
  nChanged 22
		SP:Iteration 65Q (24172.300000 sec): 3 clusters
  Score: Raw -824744.618995 + Penalty 2991.600865 = -821753.018129
  nChanged 35
		SP:Iteration 66Q (24172.550000 sec): 3 clusters
  Score: Raw -824749.846033 + Penalty 2991.600865 = -821758.245168
  nChanged 36
		SP:Iteration 67Q (24172.810000 sec): 3 clusters
  Score: Raw -824756.831691 + Penalty 2991.600865 = -821765.230826
  nChanged 39
		SP:Iteration 68Q (24173.020000 sec): 3 clusters
  Score: Raw -824763.413892 + Penalty 2991.600865 = -821771.813027
  nChanged 29
		SP:Iteration 69Q (24173.210000 sec): 3 clusters
  Score: Raw -824767.321034 + Penalty 2991.600865 = -821775.720169
  nChanged 24
		SP:Iteration 70Q (24173.480000 sec): 3 clusters
  Score: Raw -824771.663170 + Penalty 2991.600865 = -821780.062305
  nChanged 26
		SP:Iteration 71Q (24173.750000 sec): 3 clusters
  Score: Raw -824775.589746 + Penalty 2991.600865 = -821783.988880
  nChanged 25
		SP:Iteration 72Q (24173.930000 sec): 3 clusters
  Score: Raw -824779.600700 + Penalty 2991.600865 = -821787.999835
  nChanged 29
		SP:Iteration 73Q (24174.160000 sec): 3 clusters
  Score: Raw -824783.699756 + Penalty 2991.600865 = -821792.098891
  nChanged 35
		SP:Iteration 74Q (24174.370000 sec): 3 clusters
  Score: Raw -824788.929678 + Penalty 2991.600865 = -821797.328812
  nChanged 25
		SP:Iteration 75Q (24174.560000 sec): 3 clusters
  Score: Raw -824792.310875 + Penalty 2991.600865 = -821800.710009
  nChanged 28
		SP:Iteration 76Q (24174.800000 sec): 3 clusters
  Score: Raw -824796.642968 + Penalty 2991.600865 = -821805.042103
  nChanged 24
		SP:Iteration 77Q (24175.010000 sec): 3 clusters
  Score: Raw -824799.978462 + Penalty 2991.600865 = -821808.377597
  nChanged 28
		SP:Iteration 78Q (24175.240000 sec): 3 clusters
  Score: Raw -824805.927674 + Penalty 2991.600865 = -821814.326809
  nChanged 41
		SP:Iteration 79Q (24175.510000 sec): 3 clusters
  Score: Raw -824813.212171 + Penalty 2991.600865 = -821821.611305
  nChanged 46
		SP:Iteration 80F (24175.750000 sec): 3 clusters
  Score: Raw -824821.958374 + Penalty 2991.600865 = -821830.357509
  nChanged 42
		SP:Iteration 81Q (24176.020000 sec): 3 clusters
  Score: Raw -824830.059925 + Penalty 2991.600865 = -821838.459060
  nChanged 38
		SP:Iteration 82Q (24176.300000 sec): 3 clusters
  Score: Raw -824836.173753 + Penalty 2991.600865 = -821844.572887
  nChanged 36
		SP:Iteration 83Q (24176.480000 sec): 3 clusters
  Score: Raw -824842.017467 + Penalty 2991.600865 = -821850.416601
  nChanged 38
		SP:Iteration 84Q (24176.730000 sec): 3 clusters
  Score: Raw -824847.173698 + Penalty 2991.600865 = -821855.572833
  nChanged 37
		SP:Iteration 85Q (24177.000000 sec): 3 clusters
  Score: Raw -824853.652861 + Penalty 2991.600865 = -821862.051996
  nChanged 40
		SP:Iteration 86Q (24177.180000 sec): 3 clusters
  Score: Raw -824860.830885 + Penalty 2991.600865 = -821869.230020
  nChanged 34
		SP:Iteration 87Q (24177.420000 sec): 3 clusters
  Score: Raw -824865.356243 + Penalty 2991.600865 = -821873.755378
  nChanged 25
		SP:Iteration 88Q (24177.680000 sec): 3 clusters
  Score: Raw -824869.672479 + Penalty 2991.600865 = -821878.071614
  nChanged 24
		SP:Iteration 89Q (24177.920000 sec): 3 clusters
  Score: Raw -824873.710589 + Penalty 2991.600865 = -821882.109723
  nChanged 27
		SP:Iteration 90Q (24178.180000 sec): 3 clusters
  Score: Raw -824879.013744 + Penalty 2991.600865 = -821887.412879
  nChanged 21
		SP:Iteration 91Q (24178.440000 sec): 3 clusters
  Score: Raw -824883.455390 + Penalty 2991.600865 = -821891.854525
  nChanged 30
		SP:Iteration 92Q (24178.650000 sec): 3 clusters
  Score: Raw -824889.264418 + Penalty 2991.600865 = -821897.663553
  nChanged 41
		SP:Iteration 93Q (24178.900000 sec): 3 clusters
  Score: Raw -824898.785955 + Penalty 2991.600865 = -821907.185090
  nChanged 48
		SP:Iteration 94Q (24179.060000 sec): 3 clusters
  Score: Raw -824911.361159 + Penalty 2991.600865 = -821919.760294
  nChanged 53
		SP:Iteration 95Q (24179.300000 sec): 3 clusters
  Score: Raw -824921.940068 + Penalty 2991.600865 = -821930.339202
  nChanged 56
		SP:Iteration 96Q (24179.530000 sec): 3 clusters
  Score: Raw -824934.507200 + Penalty 2991.600865 = -821942.906335
  nChanged 68
		SP:Iteration 97Q (24179.740000 sec): 3 clusters
  Score: Raw -824952.344929 + Penalty 2991.600865 = -821960.744064
  nChanged 62
		SP:Iteration 98Q (24179.980000 sec): 3 clusters
  Score: Raw -824972.310414 + Penalty 2991.600865 = -821980.709549
  nChanged 75
		SP:Iteration 99Q (24180.220000 sec): 3 clusters
  Score: Raw -824997.170134 + Penalty 2991.600865 = -822005.569269
  nChanged 70
		SP:Iteration 100F (24180.470000 sec): 3 clusters
  Score: Raw -825014.446045 + Penalty 2991.600865 = -822022.845180
  nChanged 54
		SP:Iteration 101Q (24180.640000 sec): 3 clusters
  Score: Raw -825026.840376 + Penalty 2991.600865 = -822035.239511
  nChanged 47
		SP:Iteration 102Q (24180.900000 sec): 3 clusters
  Score: Raw -825038.428805 + Penalty 2991.600865 = -822046.827940
  nChanged 52
		SP:Iteration 103Q (24181.160000 sec): 3 clusters
  Score: Raw -825054.165517 + Penalty 2991.600865 = -822062.564652
  nChanged 58
		SP:Iteration 104Q (24181.380000 sec): 3 clusters
  Score: Raw -825073.301252 + Penalty 2991.600865 = -822081.700387
  nChanged 62
		SP:Iteration 105Q (24181.580000 sec): 3 clusters
  Score: Raw -825093.396476 + Penalty 2991.600865 = -822101.795611
  nChanged 64
		SP:Iteration 106Q (24181.810000 sec): 3 clusters
  Score: Raw -825113.718154 + Penalty 2991.600865 = -822122.117289
  nChanged 61
		SP:Iteration 107Q (24182.040000 sec): 3 clusters
  Score: Raw -825132.498172 + Penalty 2991.600865 = -822140.897307
  nChanged 75
		SP:Iteration 108Q (24182.260000 sec): 3 clusters
  Score: Raw -825158.560911 + Penalty 2991.600865 = -822166.960046
  nChanged 79
		SP:Iteration 109Q (24182.500000 sec): 3 clusters
  Score: Raw -825183.650808 + Penalty 2991.600865 = -822192.049942
  nChanged 70
		SP:Iteration 110Q (24182.680000 sec): 3 clusters
  Score: Raw -825208.620588 + Penalty 2991.600865 = -822217.019723
  nChanged 69
		SP:Iteration 111Q (24182.890000 sec): 3 clusters
  Score: Raw -825234.367448 + Penalty 2991.600865 = -822242.766583
  nChanged 73
		SP:Iteration 112Q (24183.120000 sec): 3 clusters
  Score: Raw -825261.858955 + Penalty 2991.600865 = -822270.258090
  nChanged 67
		SP:Iteration 113Q (24183.370000 sec): 3 clusters
  Score: Raw -825287.045854 + Penalty 2991.600865 = -822295.444989
  nChanged 65
		SP:Iteration 114Q (24183.630000 sec): 3 clusters
  Score: Raw -825310.606770 + Penalty 2991.600865 = -822319.005905
  nChanged 58
		SP:Iteration 115Q (24183.810000 sec): 3 clusters
  Score: Raw -825330.260998 + Penalty 2991.600865 = -822338.660132
  nChanged 47
		SP:Iteration 116Q (24184.040000 sec): 3 clusters
  Score: Raw -825346.531340 + Penalty 2991.600865 = -822354.930474
  nChanged 48
		SP:Iteration 117Q (24184.290000 sec): 3 clusters
  Score: Raw -825363.779809 + Penalty 2991.600865 = -822372.178944
  nChanged 53
		SP:Iteration 118Q (24184.480000 sec): 3 clusters
  Score: Raw -825384.937263 + Penalty 2991.600865 = -822393.336398
  nChanged 48
		SP:Iteration 119Q (24184.730000 sec): 3 clusters
  Score: Raw -825403.639945 + Penalty 2991.600865 = -822412.039079
  nChanged 51
		SP:Iteration 120F (24184.950000 sec): 3 clusters
  Score: Raw -825420.865305 + Penalty 2991.600865 = -822429.264439
  nChanged 44
		SP:Iteration 121Q (24185.210000 sec): 3 clusters
  Score: Raw -825433.444033 + Penalty 2991.600865 = -822441.843168
  nChanged 32
		SP:Iteration 122Q (24185.470000 sec): 3 clusters
  Score: Raw -825443.972980 + Penalty 2991.600865 = -822452.372115
  nChanged 28
		SP:Iteration 123Q (24185.710000 sec): 3 clusters
  Score: Raw -825454.238543 + Penalty 2991.600865 = -822462.637677
  nChanged 21
		SP:Iteration 124Q (24185.910000 sec): 3 clusters
  Score: Raw -825461.719053 + Penalty 2991.600865 = -822470.118188
  nChanged 18
		SP:Iteration 125Q (24186.200000 sec): 3 clusters
  Score: Raw -825467.997515 + Penalty 2991.600865 = -822476.396649
  nChanged 21
		SP:Iteration 126Q (24186.440000 sec): 3 clusters
  Score: Raw -825475.094423 + Penalty 2991.600865 = -822483.493558
  nChanged 23
		SP:Iteration 127Q (24186.700000 sec): 3 clusters
  Score: Raw -825481.395772 + Penalty 2991.600865 = -822489.794907
  nChanged 19
		SP:Iteration 128Q (24186.900000 sec): 3 clusters
  Score: Raw -825488.698346 + Penalty 2991.600865 = -822497.097480
  nChanged 22
		SP:Iteration 129Q (24187.120000 sec): 3 clusters
  Score: Raw -825494.929350 + Penalty 2991.600865 = -822503.328485
  nChanged 20
		SP:Iteration 130Q (24187.330000 sec): 3 clusters
  Score: Raw -825501.944550 + Penalty 2991.600865 = -822510.343684
  nChanged 24
		SP:Iteration 131Q (24187.580000 sec): 3 clusters
  Score: Raw -825508.520034 + Penalty 2991.600865 = -822516.919168
  nChanged 24
		SP:Iteration 132Q (24187.780000 sec): 3 clusters
  Score: Raw -825516.336461 + Penalty 2991.600865 = -822524.735596
  nChanged 23
		SP:Iteration 133Q (24187.950000 sec): 3 clusters
  Score: Raw -825525.600731 + Penalty 2991.600865 = -822533.999866
  nChanged 21
		SP:Iteration 134Q (24188.170000 sec): 3 clusters
  Score: Raw -825532.033795 + Penalty 2991.600865 = -822540.432930
  nChanged 16
		SP:Iteration 135Q (24188.350000 sec): 3 clusters
  Score: Raw -825537.198023 + Penalty 2991.600865 = -822545.597158
  nChanged 16
		SP:Iteration 136Q (24188.560000 sec): 3 clusters
  Score: Raw -825543.547508 + Penalty 2991.600865 = -822551.946643
  nChanged 19
		SP:Iteration 137Q (24188.800000 sec): 3 clusters
  Score: Raw -825549.201357 + Penalty 2991.600865 = -822557.600492
  nChanged 11
		SP:Iteration 138Q (24188.990000 sec): 3 clusters
  Score: Raw -825554.215057 + Penalty 2991.600865 = -822562.614192
  nChanged 20
		SP:Iteration 139Q (24189.190000 sec): 3 clusters
  Score: Raw -825561.754949 + Penalty 2991.600865 = -822570.154083
  nChanged 16
		SP:Iteration 140F (24189.400000 sec): 3 clusters
  Score: Raw -825567.421931 + Penalty 2991.600865 = -822575.821065
  nChanged 11
		SP:Iteration 141Q (24189.600000 sec): 3 clusters
  Score: Raw -825571.228719 + Penalty 2991.600865 = -822579.627854
  nChanged 15
		SP:Iteration 142Q (24189.820000 sec): 3 clusters
  Score: Raw -825577.416526 + Penalty 2991.600865 = -822585.815661
  nChanged 20
		SP:Iteration 143Q (24190.030000 sec): 3 clusters
  Score: Raw -825584.343434 + Penalty 2991.600865 = -822592.742569
  nChanged 19
		SP:Iteration 144Q (24190.280000 sec): 3 clusters
  Score: Raw -825589.608822 + Penalty 2991.600865 = -822598.007957
  nChanged 9
		SP:Iteration 145Q (24190.470000 sec): 3 clusters
  Score: Raw -825592.873892 + Penalty 2991.600865 = -822601.273027
  nChanged 10
		SP:Iteration 146Q (24190.670000 sec): 3 clusters
  Score: Raw -825595.913232 + Penalty 2991.600865 = -822604.312367
  nChanged 11
		SP:Iteration 147Q (24190.870000 sec): 3 clusters
  Score: Raw -825599.520052 + Penalty 2991.600865 = -822607.919187
  nChanged 13
		SP:Iteration 148Q (24191.100000 sec): 3 clusters
  Score: Raw -825603.140713 + Penalty 2991.600865 = -822611.539847
  nChanged 12
		SP:Iteration 149Q (24191.310000 sec): 3 clusters
  Score: Raw -825607.869004 + Penalty 2991.600865 = -822616.268139
  nChanged 16
		SP:Iteration 150Q (24191.520000 sec): 3 clusters
  Score: Raw -825614.268505 + Penalty 2991.600865 = -822622.667640
  nChanged 14
		SP:Iteration 151Q (24191.710000 sec): 3 clusters
  Score: Raw -825621.077570 + Penalty 2991.600865 = -822629.476705
  nChanged 18
		SP:Iteration 152Q (24191.910000 sec): 3 clusters
  Score: Raw -825630.665763 + Penalty 2991.600865 = -822639.064898
  nChanged 22
		SP:Iteration 153Q (24192.140000 sec): 3 clusters
  Score: Raw -825642.501504 + Penalty 2991.600865 = -822650.900639
  nChanged 29
		SP:Iteration 154Q (24192.350000 sec): 3 clusters
  Score: Raw -825654.747995 + Penalty 2991.600865 = -822663.147130
  nChanged 16
		SP:Iteration 155Q (24192.570000 sec): 3 clusters
  Score: Raw -825661.826937 + Penalty 2991.600865 = -822670.226072
  nChanged 12
		SP:Iteration 156Q (24192.800000 sec): 3 clusters
  Score: Raw -825668.062753 + Penalty 2991.600865 = -822676.461888
  nChanged 4
		SP:Iteration 157Q (24193.000000 sec): 3 clusters
  Score: Raw -825670.394364 + Penalty 2991.600865 = -822678.793499
  nChanged 3
		SP:Iteration 158Q (24193.270000 sec): 3 clusters
  Score: Raw -825672.829026 + Penalty 2991.600865 = -822681.228161
  nChanged 6
		SP:Iteration 159Q (24193.450000 sec): 3 clusters
  Score: Raw -825675.005150 + Penalty 2991.600865 = -822683.404285
  nChanged 7
		SP:Iteration 160F (24193.690000 sec): 3 clusters
  Score: Raw -825677.392084 + Penalty 2991.600865 = -822685.791219
  nChanged 2
		SP:Iteration 161Q (24193.930000 sec): 3 clusters
  Score: Raw -825677.990870 + Penalty 2991.600865 = -822686.390004
  nChanged 2
		SP:Iteration 162Q (24194.180000 sec): 3 clusters
  Score: Raw -825678.821829 + Penalty 2991.600865 = -822687.220963
  nChanged 3
		SP:Iteration 163Q (24194.390000 sec): 3 clusters
  Score: Raw -825679.531969 + Penalty 2991.600865 = -822687.931104
  nChanged 2
		SP:Iteration 164Q (24194.580000 sec): 3 clusters
  Score: Raw -825680.325149 + Penalty 2991.600865 = -822688.724284
  nChanged 3
		SP:Iteration 165Q (24194.820000 sec): 3 clusters
  Score: Raw -825681.618347 + Penalty 2991.600865 = -822690.017482
  nChanged 4
		SP:Iteration 166Q (24195.010000 sec): 3 clusters
  Score: Raw -825683.262933 + Penalty 2991.600865 = -822691.662068
  nChanged 7
		SP:Iteration 167Q (24195.260000 sec): 3 clusters
  Score: Raw -825686.502934 + Penalty 2991.600865 = -822694.902069
  nChanged 4
		SP:Iteration 168Q (24195.440000 sec): 3 clusters
  Score: Raw -825688.221853 + Penalty 2991.600865 = -822696.620987
  nChanged 3
		SP:Iteration 169Q (24195.710000 sec): 3 clusters
  Score: Raw -825689.546584 + Penalty 2991.600865 = -822697.945719
  nChanged 4
		SP:Iteration 170Q (24195.900000 sec): 3 clusters
  Score: Raw -825691.095910 + Penalty 2991.600865 = -822699.495045
  nChanged 3
		SP:Iteration 171Q (24196.080000 sec): 3 clusters
  Score: Raw -825692.572263 + Penalty 2991.600865 = -822700.971398
  nChanged 1
		SP:Iteration 172Q (24196.320000 sec): 3 clusters
  Score: Raw -825693.067170 + Penalty 2991.600865 = -822701.466305
  nChanged 1
		SP:Iteration 173Q (24196.560000 sec): 3 clusters
  Score: Raw -825693.562718 + Penalty 2991.600865 = -822701.961853
  nChanged 2
		SP:Iteration 174Q (24196.770000 sec): 3 clusters
  Score: Raw -825694.719161 + Penalty 2991.600865 = -822703.118296
  nChanged 2
		SP:Iteration 175Q (24196.940000 sec): 3 clusters
  Score: Raw -825695.780582 + Penalty 2991.600865 = -822704.179717
  nChanged 2
		SP:Iteration 176Q (24197.130000 sec): 3 clusters
  Score: Raw -825696.252068 + Penalty 2991.600865 = -822704.651202
  nChanged 0
		SP:Iteration 177F (24197.360000 sec): 3 clusters
  Score: Raw -825696.252068 + Penalty 2991.600865 = -822704.651202
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 39 (3431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24197.440000 sec): 2 clusters
  Score: Raw -295779.934725 + Penalty 1322.848644 = -294457.086081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24197.640000 sec): 3 clusters
  Score: Raw -294163.247059 + Penalty 2645.697289 = -291517.549770
  nChanged 1291
		SP:Iteration 1F (24197.840000 sec): 3 clusters
  Score: Raw -294902.701790 + Penalty 2645.697289 = -292257.004501
  nChanged 237
		SP:Iteration 2F (24198.060000 sec): 3 clusters
  Score: Raw -295041.591694 + Penalty 2645.697289 = -292395.894405
  nChanged 190
		SP:Iteration 3F (24198.270000 sec): 3 clusters
  Score: Raw -295152.156920 + Penalty 2645.697289 = -292506.459631
  nChanged 134
		SP:Iteration 4Q (24198.460000 sec): 3 clusters
  Score: Raw -295230.832018 + Penalty 2645.697289 = -292585.134730
  nChanged 133
		SP:Iteration 5Q (24198.620000 sec): 3 clusters
  Score: Raw -295305.156545 + Penalty 2645.697289 = -292659.459256
  nChanged 122
		SP:Iteration 6Q (24198.790000 sec): 3 clusters
  Score: Raw -295379.609180 + Penalty 2645.697289 = -292733.911892
  nChanged 114
		SP:Iteration 7Q (24198.920000 sec): 3 clusters
  Score: Raw -295455.870021 + Penalty 2645.697289 = -292810.172732
  nChanged 114
		SP:Iteration 8Q (24199.070000 sec): 3 clusters
  Score: Raw -295529.845463 + Penalty 2645.697289 = -292884.148174
  nChanged 101
		SP:Iteration 9Q (24199.290000 sec): 3 clusters
  Score: Raw -295591.793957 + Penalty 2645.697289 = -292946.096668
  nChanged 82
		SP:Iteration 10Q (24199.470000 sec): 3 clusters
  Score: Raw -295648.976843 + Penalty 2645.697289 = -293003.279554
  nChanged 70
		SP:Iteration 11Q (24199.640000 sec): 3 clusters
  Score: Raw -295689.216764 + Penalty 2645.697289 = -293043.519475
  nChanged 56
		SP:Iteration 12Q (24199.820000 sec): 3 clusters
  Score: Raw -295716.459317 + Penalty 2645.697289 = -293070.762028
  nChanged 41
		SP:Iteration 13Q (24200.020000 sec): 3 clusters
  Score: Raw -295741.724545 + Penalty 2645.697289 = -293096.027256
  nChanged 33
		SP:Iteration 14Q (24200.160000 sec): 3 clusters
  Score: Raw -295760.307632 + Penalty 2645.697289 = -293114.610343
  nChanged 26
		SP:Iteration 15Q (24200.350000 sec): 3 clusters
  Score: Raw -295774.581558 + Penalty 2645.697289 = -293128.884269
  nChanged 25
		SP:Iteration 16Q (24200.580000 sec): 3 clusters
  Score: Raw -295786.356631 + Penalty 2645.697289 = -293140.659342
  nChanged 20
		SP:Iteration 17Q (24200.760000 sec): 3 clusters
  Score: Raw -295797.340966 + Penalty 2645.697289 = -293151.643677
  nChanged 17
		SP:Iteration 18Q (24200.950000 sec): 3 clusters
  Score: Raw -295807.234117 + Penalty 2645.697289 = -293161.536828
  nChanged 22
		SP:Iteration 19Q (24201.120000 sec): 3 clusters
  Score: Raw -295820.895179 + Penalty 2645.697289 = -293175.197890
  nChanged 23
		SP:Iteration 20F (24201.330000 sec): 3 clusters
  Score: Raw -295835.624653 + Penalty 2645.697289 = -293189.927364
  nChanged 23
		SP:Iteration 21Q (24201.550000 sec): 3 clusters
  Score: Raw -295847.142794 + Penalty 2645.697289 = -293201.445505
  nChanged 12
		SP:Iteration 22Q (24201.720000 sec): 3 clusters
  Score: Raw -295853.128940 + Penalty 2645.697289 = -293207.431651
  nChanged 7
		SP:Iteration 23Q (24201.840000 sec): 3 clusters
  Score: Raw -295856.127287 + Penalty 2645.697289 = -293210.429998
  nChanged 8
		SP:Iteration 24Q (24202.060000 sec): 3 clusters
  Score: Raw -295859.468261 + Penalty 2645.697289 = -293213.770972
  nChanged 9
		SP:Iteration 25Q (24202.290000 sec): 3 clusters
  Score: Raw -295865.077547 + Penalty 2645.697289 = -293219.380258
  nChanged 9
		SP:Iteration 26Q (24202.440000 sec): 3 clusters
  Score: Raw -295870.127666 + Penalty 2645.697289 = -293224.430377
  nChanged 5
		SP:Iteration 27Q (24202.630000 sec): 3 clusters
  Score: Raw -295872.968785 + Penalty 2645.697289 = -293227.271496
  nChanged 5
		SP:Iteration 28Q (24202.840000 sec): 3 clusters
  Score: Raw -295875.388887 + Penalty 2645.697289 = -293229.691598
  nChanged 4
		SP:Iteration 29Q (24203.010000 sec): 3 clusters
  Score: Raw -295877.657875 + Penalty 2645.697289 = -293231.960586
  nChanged 2
		SP:Iteration 30Q (24203.270000 sec): 3 clusters
  Score: Raw -295878.398640 + Penalty 2645.697289 = -293232.701351
  nChanged 1
		SP:Iteration 31Q (24203.470000 sec): 3 clusters
  Score: Raw -295879.081872 + Penalty 2645.697289 = -293233.384583
  nChanged 1
		SP:Iteration 32Q (24203.640000 sec): 3 clusters
  Score: Raw -295879.565665 + Penalty 2645.697289 = -293233.868376
  nChanged 2
		SP:Iteration 33Q (24203.820000 sec): 3 clusters
  Score: Raw -295880.793808 + Penalty 2645.697289 = -293235.096519
  nChanged 2
		SP:Iteration 34Q (24204.020000 sec): 3 clusters
  Score: Raw -295882.561365 + Penalty 2645.697289 = -293236.864076
  nChanged 2
		SP:Iteration 35Q (24204.210000 sec): 3 clusters
  Score: Raw -295883.495452 + Penalty 2645.697289 = -293237.798163
  nChanged 3
		SP:Iteration 36Q (24204.380000 sec): 3 clusters
  Score: Raw -295884.660533 + Penalty 2645.697289 = -293238.963244
  nChanged 2
		SP:Iteration 37Q (24204.580000 sec): 3 clusters
  Score: Raw -295886.083797 + Penalty 2645.697289 = -293240.386508
  nChanged 1
		SP:Iteration 38Q (24204.770000 sec): 3 clusters
  Score: Raw -295886.544005 + Penalty 2645.697289 = -293240.846716
  nChanged 0
		SP:Iteration 39F (24204.930000 sec): 3 clusters
  Score: Raw -295886.544005 + Penalty 2645.697289 = -293240.846716
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 40 (6919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24205.040000 sec): 2 clusters
  Score: Raw -576758.070123 + Penalty 1436.829311 = -575321.240812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24205.240000 sec): 3 clusters
  Score: Raw -572979.156267 + Penalty 2873.658622 = -570105.497645
  nChanged 2970
		SP:Iteration 1F (24205.430000 sec): 3 clusters
  Score: Raw -574497.884967 + Penalty 2873.658622 = -571624.226345
  nChanged 435
		SP:Iteration 2F (24205.670000 sec): 3 clusters
  Score: Raw -574696.048162 + Penalty 2873.658622 = -571822.389540
  nChanged 349
		SP:Iteration 3F (24205.880000 sec): 3 clusters
  Score: Raw -574854.760178 + Penalty 2873.658622 = -571981.101556
  nChanged 311
		SP:Iteration 4Q (24206.040000 sec): 3 clusters
  Score: Raw -575000.010938 + Penalty 2873.658622 = -572126.352316
  nChanged 293
		SP:Iteration 5Q (24206.270000 sec): 3 clusters
  Score: Raw -575146.617284 + Penalty 2873.658622 = -572272.958662
  nChanged 265
		SP:Iteration 6Q (24206.480000 sec): 3 clusters
  Score: Raw -575294.112746 + Penalty 2873.658622 = -572420.454124
  nChanged 252
		SP:Iteration 7Q (24206.690000 sec): 3 clusters
  Score: Raw -575444.776269 + Penalty 2873.658622 = -572571.117647
  nChanged 245
		SP:Iteration 8Q (24206.950000 sec): 3 clusters
  Score: Raw -575589.300455 + Penalty 2873.658622 = -572715.641833
  nChanged 252
		SP:Iteration 9Q (24207.170000 sec): 3 clusters
  Score: Raw -575730.393587 + Penalty 2873.658622 = -572856.734965
  nChanged 237
		SP:Iteration 10Q (24207.360000 sec): 3 clusters
  Score: Raw -575871.660120 + Penalty 2873.658622 = -572998.001498
  nChanged 205
		SP:Iteration 11Q (24207.560000 sec): 3 clusters
  Score: Raw -575985.455952 + Penalty 2873.658622 = -573111.797330
  nChanged 206
		SP:Iteration 12Q (24207.790000 sec): 3 clusters
  Score: Raw -576110.508030 + Penalty 2873.658622 = -573236.849408
  nChanged 201
		SP:Iteration 13Q (24207.970000 sec): 3 clusters
  Score: Raw -576250.075230 + Penalty 2873.658622 = -573376.416608
  nChanged 225
		SP:Iteration 14Q (24208.180000 sec): 3 clusters
  Score: Raw -576389.651123 + Penalty 2873.658622 = -573515.992501
  nChanged 195
		SP:Iteration 15Q (24208.380000 sec): 3 clusters
  Score: Raw -576508.451798 + Penalty 2873.658622 = -573634.793176
  nChanged 184
		SP:Iteration 16Q (24208.610000 sec): 3 clusters
  Score: Raw -576651.069301 + Penalty 2873.658622 = -573777.410679
  nChanged 181
		SP:Iteration 17Q (24208.850000 sec): 3 clusters
  Score: Raw -576795.468114 + Penalty 2873.658622 = -573921.809492
  nChanged 189
		SP:Iteration 18Q (24209.040000 sec): 3 clusters
  Score: Raw -576923.345963 + Penalty 2873.658622 = -574049.687341
  nChanged 171
		SP:Iteration 19Q (24209.240000 sec): 3 clusters
  Score: Raw -577016.984892 + Penalty 2873.658622 = -574143.326269
  nChanged 137
		SP:Iteration 20F (24209.470000 sec): 3 clusters
  Score: Raw -577082.625793 + Penalty 2873.658622 = -574208.967171
  nChanged 109
		SP:Iteration 21Q (24209.660000 sec): 3 clusters
  Score: Raw -577129.920889 + Penalty 2873.658622 = -574256.262267
  nChanged 84
		SP:Iteration 22Q (24209.880000 sec): 3 clusters
  Score: Raw -577170.881318 + Penalty 2873.658622 = -574297.222696
  nChanged 84
		SP:Iteration 23Q (24210.110000 sec): 3 clusters
  Score: Raw -577211.512101 + Penalty 2873.658622 = -574337.853479
  nChanged 65
		SP:Iteration 24Q (24210.320000 sec): 3 clusters
  Score: Raw -577237.906685 + Penalty 2873.658622 = -574364.248063
  nChanged 48
		SP:Iteration 25Q (24210.520000 sec): 3 clusters
  Score: Raw -577255.343969 + Penalty 2873.658622 = -574381.685347
  nChanged 41
		SP:Iteration 26Q (24210.740000 sec): 3 clusters
  Score: Raw -577272.125682 + Penalty 2873.658622 = -574398.467060
  nChanged 37
		SP:Iteration 27Q (24210.910000 sec): 3 clusters
  Score: Raw -577283.227335 + Penalty 2873.658622 = -574409.568713
  nChanged 26
		SP:Iteration 28Q (24211.130000 sec): 3 clusters
  Score: Raw -577289.125829 + Penalty 2873.658622 = -574415.467207
  nChanged 13
		SP:Iteration 29Q (24211.320000 sec): 3 clusters
  Score: Raw -577292.193679 + Penalty 2873.658622 = -574418.535057
  nChanged 8
		SP:Iteration 30Q (24211.500000 sec): 3 clusters
  Score: Raw -577293.727961 + Penalty 2873.658622 = -574420.069339
  nChanged 8
		SP:Iteration 31Q (24211.690000 sec): 3 clusters
  Score: Raw -577295.429606 + Penalty 2873.658622 = -574421.770984
  nChanged 11
		SP:Iteration 32Q (24211.900000 sec): 3 clusters
  Score: Raw -577297.450793 + Penalty 2873.658622 = -574423.792171
  nChanged 5
		SP:Iteration 33Q (24212.090000 sec): 3 clusters
  Score: Raw -577298.606779 + Penalty 2873.658622 = -574424.948157
  nChanged 3
		SP:Iteration 34Q (24212.330000 sec): 3 clusters
  Score: Raw -577299.497250 + Penalty 2873.658622 = -574425.838628
  nChanged 3
		SP:Iteration 35Q (24212.490000 sec): 3 clusters
  Score: Raw -577300.076797 + Penalty 2873.658622 = -574426.418175
  nChanged 4
		SP:Iteration 36Q (24212.720000 sec): 3 clusters
  Score: Raw -577300.770020 + Penalty 2873.658622 = -574427.111397
  nChanged 6
		SP:Iteration 37Q (24212.910000 sec): 3 clusters
  Score: Raw -577301.930414 + Penalty 2873.658622 = -574428.271792
  nChanged 6
		SP:Iteration 38Q (24213.120000 sec): 3 clusters
  Score: Raw -577303.534892 + Penalty 2873.658622 = -574429.876270
  nChanged 7
		SP:Iteration 39Q (24213.340000 sec): 3 clusters
  Score: Raw -577305.462557 + Penalty 2873.658622 = -574431.803935
  nChanged 5
		SP:Iteration 40F (24213.580000 sec): 3 clusters
  Score: Raw -577306.955978 + Penalty 2873.658622 = -574433.297356
  nChanged 4
		SP:Iteration 41Q (24213.830000 sec): 3 clusters
  Score: Raw -577308.131929 + Penalty 2873.658622 = -574434.473307
  nChanged 7
		SP:Iteration 42Q (24214.050000 sec): 3 clusters
  Score: Raw -577309.575266 + Penalty 2873.658622 = -574435.916644
  nChanged 3
		SP:Iteration 43Q (24214.320000 sec): 3 clusters
  Score: Raw -577310.326928 + Penalty 2873.658622 = -574436.668306
  nChanged 7
		SP:Iteration 44Q (24214.510000 sec): 3 clusters
  Score: Raw -577311.917777 + Penalty 2873.658622 = -574438.259155
  nChanged 7
		SP:Iteration 45Q (24214.750000 sec): 3 clusters
  Score: Raw -577313.313593 + Penalty 2873.658622 = -574439.654970
  nChanged 8
		SP:Iteration 46Q (24214.990000 sec): 3 clusters
  Score: Raw -577315.697862 + Penalty 2873.658622 = -574442.039240
  nChanged 7
		SP:Iteration 47Q (24215.200000 sec): 3 clusters
  Score: Raw -577316.939574 + Penalty 2873.658622 = -574443.280952
  nChanged 4
		SP:Iteration 48Q (24215.410000 sec): 3 clusters
  Score: Raw -577317.751138 + Penalty 2873.658622 = -574444.092516
  nChanged 3
		SP:Iteration 49Q (24215.600000 sec): 3 clusters
  Score: Raw -577318.430833 + Penalty 2873.658622 = -574444.772211
  nChanged 2
		SP:Iteration 50Q (24215.840000 sec): 3 clusters
  Score: Raw -577318.888567 + Penalty 2873.658622 = -574445.229945
  nChanged 1
		SP:Iteration 51Q (24216.070000 sec): 3 clusters
  Score: Raw -577319.142585 + Penalty 2873.658622 = -574445.483963
  nChanged 2
		SP:Iteration 52Q (24216.280000 sec): 3 clusters
  Score: Raw -577319.711800 + Penalty 2873.658622 = -574446.053177
  nChanged 4
		SP:Iteration 53Q (24216.470000 sec): 3 clusters
  Score: Raw -577320.650570 + Penalty 2873.658622 = -574446.991948
  nChanged 4
		SP:Iteration 54Q (24216.720000 sec): 3 clusters
  Score: Raw -577321.343601 + Penalty 2873.658622 = -574447.684979
  nChanged 5
		SP:Iteration 55Q (24216.940000 sec): 3 clusters
  Score: Raw -577322.458134 + Penalty 2873.658622 = -574448.799512
  nChanged 3
		SP:Iteration 56Q (24217.210000 sec): 3 clusters
  Score: Raw -577322.890537 + Penalty 2873.658622 = -574449.231914
  nChanged 2
		SP:Iteration 57Q (24217.430000 sec): 3 clusters
  Score: Raw -577323.222111 + Penalty 2873.658622 = -574449.563489
  nChanged 2
		SP:Iteration 58Q (24217.630000 sec): 3 clusters
  Score: Raw -577323.470331 + Penalty 2873.658622 = -574449.811708
  nChanged 1
		SP:Iteration 59Q (24217.870000 sec): 3 clusters
  Score: Raw -577323.678934 + Penalty 2873.658622 = -574450.020312
  nChanged 0
		SP:Iteration 60F (24218.040000 sec): 3 clusters
  Score: Raw -577323.678934 + Penalty 2873.658622 = -574450.020312
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 41 (9169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24218.150000 sec): 2 clusters
  Score: Raw -733763.653877 + Penalty 1482.582320 = -732281.071556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24218.380000 sec): 3 clusters
  Score: Raw -728549.691569 + Penalty 2965.164640 = -725584.526928
  nChanged 3939
		SP:Iteration 1F (24218.620000 sec): 3 clusters
  Score: Raw -730813.974477 + Penalty 2965.164640 = -727848.809837
  nChanged 627
		SP:Iteration 2F (24218.800000 sec): 3 clusters
  Score: Raw -731130.997133 + Penalty 2965.164640 = -728165.832493
  nChanged 542
		SP:Iteration 3F (24219.010000 sec): 3 clusters
  Score: Raw -731446.430308 + Penalty 2965.164640 = -728481.265667
  nChanged 543
		SP:Iteration 4F (24219.260000 sec): 3 clusters
  Score: Raw -731782.363912 + Penalty 2965.164640 = -728817.199272
  nChanged 469
		SP:Iteration 5F (24219.480000 sec): 3 clusters
  Score: Raw -732070.006547 + Penalty 2965.164640 = -729104.841907
  nChanged 415
		SP:Iteration 6Q (24219.730000 sec): 3 clusters
  Score: Raw -732369.296406 + Penalty 2965.164640 = -729404.131765
  nChanged 408
		SP:Iteration 7Q (24219.970000 sec): 3 clusters
  Score: Raw -732690.261011 + Penalty 2965.164640 = -729725.096371
  nChanged 403
		SP:Iteration 8Q (24220.130000 sec): 3 clusters
  Score: Raw -733008.220568 + Penalty 2965.164640 = -730043.055927
  nChanged 317
		SP:Iteration 9Q (24220.350000 sec): 3 clusters
  Score: Raw -733249.746835 + Penalty 2965.164640 = -730284.582195
  nChanged 246
		SP:Iteration 10Q (24220.580000 sec): 3 clusters
  Score: Raw -733408.498391 + Penalty 2965.164640 = -730443.333751
  nChanged 203
		SP:Iteration 11Q (24220.810000 sec): 3 clusters
  Score: Raw -733510.565035 + Penalty 2965.164640 = -730545.400395
  nChanged 153
		SP:Iteration 12Q (24220.990000 sec): 3 clusters
  Score: Raw -733582.220358 + Penalty 2965.164640 = -730617.055718
  nChanged 114
		SP:Iteration 13Q (24221.240000 sec): 3 clusters
  Score: Raw -733632.526637 + Penalty 2965.164640 = -730667.361997
  nChanged 82
		SP:Iteration 14Q (24221.440000 sec): 3 clusters
  Score: Raw -733668.154445 + Penalty 2965.164640 = -730702.989805
  nChanged 73
		SP:Iteration 15Q (24221.700000 sec): 3 clusters
  Score: Raw -733693.423438 + Penalty 2965.164640 = -730728.258798
  nChanged 67
		SP:Iteration 16Q (24221.860000 sec): 3 clusters
  Score: Raw -733718.849607 + Penalty 2965.164640 = -730753.684967
  nChanged 53
		SP:Iteration 17Q (24222.050000 sec): 3 clusters
  Score: Raw -733736.376730 + Penalty 2965.164640 = -730771.212090
  nChanged 48
		SP:Iteration 18Q (24222.310000 sec): 3 clusters
  Score: Raw -733752.545789 + Penalty 2965.164640 = -730787.381149
  nChanged 38
		SP:Iteration 19Q (24222.490000 sec): 3 clusters
  Score: Raw -733762.869749 + Penalty 2965.164640 = -730797.705109
  nChanged 27
		SP:Iteration 20F (24222.780000 sec): 3 clusters
  Score: Raw -733770.206769 + Penalty 2965.164640 = -730805.042129
  nChanged 28
		SP:Iteration 21Q (24222.960000 sec): 3 clusters
  Score: Raw -733779.083935 + Penalty 2965.164640 = -730813.919295
  nChanged 34
		SP:Iteration 22Q (24223.240000 sec): 3 clusters
  Score: Raw -733788.026319 + Penalty 2965.164640 = -730822.861678
  nChanged 26
		SP:Iteration 23Q (24223.440000 sec): 3 clusters
  Score: Raw -733796.255804 + Penalty 2965.164640 = -730831.091163
  nChanged 29
		SP:Iteration 24Q (24223.630000 sec): 3 clusters
  Score: Raw -733804.538370 + Penalty 2965.164640 = -730839.373729
  nChanged 26
		SP:Iteration 25Q (24223.900000 sec): 3 clusters
  Score: Raw -733812.079504 + Penalty 2965.164640 = -730846.914864
  nChanged 25
		SP:Iteration 26Q (24224.110000 sec): 3 clusters
  Score: Raw -733817.830188 + Penalty 2965.164640 = -730852.665548
  nChanged 21
		SP:Iteration 27Q (24224.350000 sec): 3 clusters
  Score: Raw -733824.143489 + Penalty 2965.164640 = -730858.978849
  nChanged 23
		SP:Iteration 28Q (24224.640000 sec): 3 clusters
  Score: Raw -733832.412367 + Penalty 2965.164640 = -730867.247727
  nChanged 21
		SP:Iteration 29Q (24224.840000 sec): 3 clusters
  Score: Raw -733837.374403 + Penalty 2965.164640 = -730872.209763
  nChanged 20
		SP:Iteration 30Q (24225.050000 sec): 3 clusters
  Score: Raw -733841.468018 + Penalty 2965.164640 = -730876.303378
  nChanged 13
		SP:Iteration 31Q (24225.250000 sec): 3 clusters
  Score: Raw -733844.861988 + Penalty 2965.164640 = -730879.697348
  nChanged 8
		SP:Iteration 32Q (24225.420000 sec): 3 clusters
  Score: Raw -733846.556620 + Penalty 2965.164640 = -730881.391980
  nChanged 10
		SP:Iteration 33Q (24225.640000 sec): 3 clusters
  Score: Raw -733848.271174 + Penalty 2965.164640 = -730883.106534
  nChanged 7
		SP:Iteration 34Q (24225.800000 sec): 3 clusters
  Score: Raw -733849.886918 + Penalty 2965.164640 = -730884.722278
  nChanged 6
		SP:Iteration 35Q (24226.030000 sec): 3 clusters
  Score: Raw -733851.598513 + Penalty 2965.164640 = -730886.433873
  nChanged 8
		SP:Iteration 36Q (24226.260000 sec): 3 clusters
  Score: Raw -733853.820202 + Penalty 2965.164640 = -730888.655562
  nChanged 7
		SP:Iteration 37Q (24226.500000 sec): 3 clusters
  Score: Raw -733855.106970 + Penalty 2965.164640 = -730889.942330
  nChanged 6
		SP:Iteration 38Q (24226.780000 sec): 3 clusters
  Score: Raw -733856.878099 + Penalty 2965.164640 = -730891.713459
  nChanged 9
		SP:Iteration 39Q (24227.020000 sec): 3 clusters
  Score: Raw -733859.096673 + Penalty 2965.164640 = -730893.932033
  nChanged 6
		SP:Iteration 40F (24227.210000 sec): 3 clusters
  Score: Raw -733860.439587 + Penalty 2965.164640 = -730895.274947
  nChanged 6
		SP:Iteration 41Q (24227.410000 sec): 3 clusters
  Score: Raw -733862.173703 + Penalty 2965.164640 = -730897.009063
  nChanged 6
		SP:Iteration 42Q (24227.620000 sec): 3 clusters
  Score: Raw -733863.507265 + Penalty 2965.164640 = -730898.342625
  nChanged 4
		SP:Iteration 43Q (24227.780000 sec): 3 clusters
  Score: Raw -733864.346851 + Penalty 2965.164640 = -730899.182211
  nChanged 2
		SP:Iteration 44Q (24227.980000 sec): 3 clusters
  Score: Raw -733864.938009 + Penalty 2965.164640 = -730899.773369
  nChanged 4
		SP:Iteration 45Q (24228.210000 sec): 3 clusters
  Score: Raw -733865.724867 + Penalty 2965.164640 = -730900.560227
  nChanged 2
		SP:Iteration 46Q (24228.410000 sec): 3 clusters
  Score: Raw -733866.107976 + Penalty 2965.164640 = -730900.943335
  nChanged 2
		SP:Iteration 47Q (24228.580000 sec): 3 clusters
  Score: Raw -733866.414775 + Penalty 2965.164640 = -730901.250135
  nChanged 2
		SP:Iteration 48Q (24228.720000 sec): 3 clusters
  Score: Raw -733866.777599 + Penalty 2965.164640 = -730901.612959
  nChanged 3
		SP:Iteration 49Q (24228.950000 sec): 3 clusters
  Score: Raw -733867.437657 + Penalty 2965.164640 = -730902.273017
  nChanged 3
		SP:Iteration 50Q (24229.140000 sec): 3 clusters
  Score: Raw -733867.998341 + Penalty 2965.164640 = -730902.833701
  nChanged 3
		SP:Iteration 51Q (24229.380000 sec): 3 clusters
  Score: Raw -733868.471267 + Penalty 2965.164640 = -730903.306627
  nChanged 2
		SP:Iteration 52Q (24229.550000 sec): 3 clusters
  Score: Raw -733868.858454 + Penalty 2965.164640 = -730903.693814
  nChanged 2
		SP:Iteration 53Q (24229.780000 sec): 3 clusters
  Score: Raw -733869.117013 + Penalty 2965.164640 = -730903.952373
  nChanged 2
		SP:Iteration 54Q (24230.000000 sec): 3 clusters
  Score: Raw -733869.515527 + Penalty 2965.164640 = -730904.350887
  nChanged 3
		SP:Iteration 55Q (24230.230000 sec): 3 clusters
  Score: Raw -733870.273416 + Penalty 2965.164640 = -730905.108776
  nChanged 1
		SP:Iteration 56Q (24230.490000 sec): 3 clusters
  Score: Raw -733870.482780 + Penalty 2965.164640 = -730905.318140
  nChanged 2
		SP:Iteration 57Q (24230.680000 sec): 3 clusters
  Score: Raw -733870.836832 + Penalty 2965.164640 = -730905.672192
  nChanged 1
		SP:Iteration 58Q (24230.900000 sec): 3 clusters
  Score: Raw -733871.035337 + Penalty 2965.164640 = -730905.870697
  nChanged 0
		SP:Iteration 59F (24231.100000 sec): 3 clusters
  Score: Raw -733871.035337 + Penalty 2965.164640 = -730905.870697
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 42 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24231.220000 sec): 2 clusters
  Score: Raw -43339.896402 + Penalty 1002.561744 = -42337.334658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24231.400000 sec): 3 clusters
  Score: Raw -43272.094633 + Penalty 2005.123488 = -41266.971144
  nChanged 102
		SP:Iteration 1F (24231.570000 sec): 3 clusters
  Score: Raw -43404.896408 + Penalty 2005.123488 = -41399.772920
  nChanged 28
		SP:Iteration 2F (24231.760000 sec): 3 clusters
  Score: Raw -43452.403079 + Penalty 2005.123488 = -41447.279591
  nChanged 7
		SP:Iteration 3Q (24231.960000 sec): 3 clusters
  Score: Raw -43470.399585 + Penalty 2005.123488 = -41465.276097
  nChanged 10
		SP:Iteration 4Q (24232.120000 sec): 3 clusters
  Score: Raw -43491.470838 + Penalty 2005.123488 = -41486.347350
  nChanged 5
		SP:Iteration 5Q (24232.270000 sec): 3 clusters
  Score: Raw -43498.780154 + Penalty 2005.123488 = -41493.656666
  nChanged 2
		SP:Iteration 6Q (24232.430000 sec): 3 clusters
  Score: Raw -43501.596142 + Penalty 2005.123488 = -41496.472654
  nChanged 2
		SP:Iteration 7Q (24232.640000 sec): 3 clusters
  Score: Raw -43503.463719 + Penalty 2005.123488 = -41498.340231
  nChanged 3
		SP:Iteration 8Q (24232.800000 sec): 3 clusters
  Score: Raw -43507.458170 + Penalty 2005.123488 = -41502.334682
  nChanged 1
		SP:Iteration 9Q (24232.990000 sec): 3 clusters
  Score: Raw -43512.861870 + Penalty 2005.123488 = -41507.738382
  nChanged 3
		SP:Iteration 10Q (24233.180000 sec): 3 clusters
  Score: Raw -43516.711528 + Penalty 2005.123488 = -41511.588040
  nChanged 3
		SP:Iteration 11Q (24233.360000 sec): 3 clusters
  Score: Raw -43521.317366 + Penalty 2005.123488 = -41516.193878
  nChanged 0
		SP:Iteration 12F (24233.540000 sec): 3 clusters
  Score: Raw -43521.317366 + Penalty 2005.123488 = -41516.193878
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 43 (9346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24233.680000 sec): 2 clusters
  Score: Raw -760867.704191 + Penalty 1485.689355 = -759382.014836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24233.910000 sec): 3 clusters
  Score: Raw -755527.546337 + Penalty 2971.378710 = -752556.167627
  nChanged 4059
		SP:Iteration 1F (24234.140000 sec): 3 clusters
  Score: Raw -757835.288900 + Penalty 2971.378710 = -754863.910190
  nChanged 612
		SP:Iteration 2F (24234.310000 sec): 3 clusters
  Score: Raw -758099.527615 + Penalty 2971.378710 = -755128.148905
  nChanged 473
		SP:Iteration 3F (24234.530000 sec): 3 clusters
  Score: Raw -758293.522581 + Penalty 2971.378710 = -755322.143871
  nChanged 425
		SP:Iteration 4Q (24234.750000 sec): 3 clusters
  Score: Raw -758462.128868 + Penalty 2971.378710 = -755490.750158
  nChanged 367
		SP:Iteration 5Q (24234.950000 sec): 3 clusters
  Score: Raw -758600.165746 + Penalty 2971.378710 = -755628.787036
  nChanged 341
		SP:Iteration 6Q (24235.150000 sec): 3 clusters
  Score: Raw -758738.700797 + Penalty 2971.378710 = -755767.322087
  nChanged 347
		SP:Iteration 7Q (24235.360000 sec): 3 clusters
  Score: Raw -758886.974361 + Penalty 2971.378710 = -755915.595651
  nChanged 349
		SP:Iteration 8Q (24235.590000 sec): 3 clusters
  Score: Raw -759042.182460 + Penalty 2971.378710 = -756070.803750
  nChanged 350
		SP:Iteration 9Q (24235.850000 sec): 3 clusters
  Score: Raw -759201.851768 + Penalty 2971.378710 = -756230.473058
  nChanged 356
		SP:Iteration 10Q (24236.060000 sec): 3 clusters
  Score: Raw -759396.079261 + Penalty 2971.378710 = -756424.700551
  nChanged 413
		SP:Iteration 11Q (24236.370000 sec): 3 clusters
  Score: Raw -759648.684710 + Penalty 2971.378710 = -756677.305999
  nChanged 418
		SP:Iteration 12Q (24236.590000 sec): 3 clusters
  Score: Raw -759934.341464 + Penalty 2971.378710 = -756962.962754
  nChanged 431
		SP:Iteration 13Q (24236.810000 sec): 3 clusters
  Score: Raw -760242.586470 + Penalty 2971.378710 = -757271.207760
  nChanged 392
		SP:Iteration 14Q (24237.080000 sec): 3 clusters
  Score: Raw -760532.479320 + Penalty 2971.378710 = -757561.100610
  nChanged 347
		SP:Iteration 15Q (24237.310000 sec): 3 clusters
  Score: Raw -760809.920501 + Penalty 2971.378710 = -757838.541791
  nChanged 305
		SP:Iteration 16Q (24237.540000 sec): 3 clusters
  Score: Raw -761075.955738 + Penalty 2971.378710 = -758104.577027
  nChanged 228
		SP:Iteration 17Q (24237.790000 sec): 3 clusters
  Score: Raw -761259.658006 + Penalty 2971.378710 = -758288.279296
  nChanged 125
		SP:Iteration 18Q (24238.060000 sec): 3 clusters
  Score: Raw -761339.642631 + Penalty 2971.378710 = -758368.263921
  nChanged 59
		SP:Iteration 19Q (24238.310000 sec): 3 clusters
  Score: Raw -761378.231882 + Penalty 2971.378710 = -758406.853172
  nChanged 52
		SP:Iteration 20F (24238.600000 sec): 3 clusters
  Score: Raw -761412.173445 + Penalty 2971.378710 = -758440.794735
  nChanged 28
		SP:Iteration 21Q (24238.830000 sec): 3 clusters
  Score: Raw -761427.594288 + Penalty 2971.378710 = -758456.215578
  nChanged 18
		SP:Iteration 22Q (24239.060000 sec): 3 clusters
  Score: Raw -761439.483345 + Penalty 2971.378710 = -758468.104635
  nChanged 12
		SP:Iteration 23Q (24239.250000 sec): 3 clusters
  Score: Raw -761447.094930 + Penalty 2971.378710 = -758475.716220
  nChanged 6
		SP:Iteration 24Q (24239.500000 sec): 3 clusters
  Score: Raw -761450.883566 + Penalty 2971.378710 = -758479.504856
  nChanged 4
		SP:Iteration 25Q (24239.720000 sec): 3 clusters
  Score: Raw -761453.659672 + Penalty 2971.378710 = -758482.280962
  nChanged 3
		SP:Iteration 26Q (24239.920000 sec): 3 clusters
  Score: Raw -761455.534568 + Penalty 2971.378710 = -758484.155858
  nChanged 3
		SP:Iteration 27Q (24240.130000 sec): 3 clusters
  Score: Raw -761457.536704 + Penalty 2971.378710 = -758486.157994
  nChanged 3
		SP:Iteration 28Q (24240.400000 sec): 3 clusters
  Score: Raw -761458.454760 + Penalty 2971.378710 = -758487.076050
  nChanged 3
		SP:Iteration 29Q (24240.620000 sec): 3 clusters
  Score: Raw -761460.104479 + Penalty 2971.378710 = -758488.725769
  nChanged 4
		SP:Iteration 30Q (24240.890000 sec): 3 clusters
  Score: Raw -761462.030313 + Penalty 2971.378710 = -758490.651603
  nChanged 3
		SP:Iteration 31Q (24241.120000 sec): 3 clusters
  Score: Raw -761463.722790 + Penalty 2971.378710 = -758492.344080
  nChanged 3
		SP:Iteration 32Q (24241.320000 sec): 3 clusters
  Score: Raw -761465.692892 + Penalty 2971.378710 = -758494.314182
  nChanged 2
		SP:Iteration 33Q (24241.530000 sec): 3 clusters
  Score: Raw -761466.171369 + Penalty 2971.378710 = -758494.792659
  nChanged 0
		SP:Iteration 34F (24241.800000 sec): 3 clusters
  Score: Raw -761466.171369 + Penalty 2971.378710 = -758494.792659
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 44 (3363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24241.900000 sec): 2 clusters
  Score: Raw -279698.934840 + Penalty 1319.595666 = -278379.339174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24242.080000 sec): 3 clusters
  Score: Raw -278047.403169 + Penalty 2639.191331 = -275408.211837
  nChanged 1323
		SP:Iteration 1F (24242.260000 sec): 3 clusters
  Score: Raw -278807.426795 + Penalty 2639.191331 = -276168.235464
  nChanged 276
		SP:Iteration 2F (24242.470000 sec): 3 clusters
  Score: Raw -278995.130545 + Penalty 2639.191331 = -276355.939214
  nChanged 200
		SP:Iteration 3F (24242.610000 sec): 3 clusters
  Score: Raw -279140.341825 + Penalty 2639.191331 = -276501.150494
  nChanged 174
		SP:Iteration 4F (24242.800000 sec): 3 clusters
  Score: Raw -279311.894396 + Penalty 2639.191331 = -276672.703065
  nChanged 192
		SP:Iteration 5F (24243.040000 sec): 3 clusters
  Score: Raw -279553.187132 + Penalty 2639.191331 = -276913.995801
  nChanged 248
		SP:Iteration 6F (24243.180000 sec): 3 clusters
  Score: Raw -279844.168651 + Penalty 2639.191331 = -277204.977320
  nChanged 209
		SP:Iteration 7F (24243.380000 sec): 3 clusters
  Score: Raw -280051.067510 + Penalty 2639.191331 = -277411.876179
  nChanged 160
		SP:Iteration 8Q (24243.590000 sec): 3 clusters
  Score: Raw -280184.660127 + Penalty 2639.191331 = -277545.468795
  nChanged 140
		SP:Iteration 9Q (24243.790000 sec): 3 clusters
  Score: Raw -280300.965325 + Penalty 2639.191331 = -277661.773993
  nChanged 121
		SP:Iteration 10Q (24243.980000 sec): 3 clusters
  Score: Raw -280391.815211 + Penalty 2639.191331 = -277752.623880
  nChanged 96
		SP:Iteration 11Q (24244.170000 sec): 3 clusters
  Score: Raw -280446.921998 + Penalty 2639.191331 = -277807.730667
  nChanged 58
		SP:Iteration 12Q (24244.380000 sec): 3 clusters
  Score: Raw -280473.617865 + Penalty 2639.191331 = -277834.426534
  nChanged 36
		SP:Iteration 13Q (24244.570000 sec): 3 clusters
  Score: Raw -280488.988194 + Penalty 2639.191331 = -277849.796862
  nChanged 28
		SP:Iteration 14Q (24244.770000 sec): 3 clusters
  Score: Raw -280500.486857 + Penalty 2639.191331 = -277861.295526
  nChanged 18
		SP:Iteration 15Q (24244.910000 sec): 3 clusters
  Score: Raw -280506.551361 + Penalty 2639.191331 = -277867.360030
  nChanged 11
		SP:Iteration 16Q (24245.110000 sec): 3 clusters
  Score: Raw -280508.851551 + Penalty 2639.191331 = -277869.660220
  nChanged 9
		SP:Iteration 17Q (24245.310000 sec): 3 clusters
  Score: Raw -280511.875472 + Penalty 2639.191331 = -277872.684141
  nChanged 8
		SP:Iteration 18Q (24245.500000 sec): 3 clusters
  Score: Raw -280514.289708 + Penalty 2639.191331 = -277875.098377
  nChanged 0
		SP:Iteration 19F (24245.720000 sec): 3 clusters
  Score: Raw -280514.289708 + Penalty 2639.191331 = -277875.098377
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 45 (278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24245.830000 sec): 2 clusters
  Score: Raw -18953.970447 + Penalty 914.488431 = -18039.482016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24246.000000 sec): 3 clusters
  Score: Raw -19061.987810 + Penalty 1828.976862 = -17233.010948
  nChanged 52
		SP:Iteration 1F (24246.210000 sec): 3 clusters
  Score: Raw -19200.417483 + Penalty 1828.976862 = -17371.440621
  nChanged 20
		SP:Iteration 2F (24246.390000 sec): 3 clusters
  Score: Raw -19259.917857 + Penalty 1828.976862 = -17430.940995
  nChanged 7
		SP:Iteration 3Q (24246.580000 sec): 3 clusters
  Score: Raw -19279.798161 + Penalty 1828.976862 = -17450.821299
  nChanged 3
		SP:Iteration 4Q (24246.760000 sec): 3 clusters
  Score: Raw -19285.239759 + Penalty 1828.976862 = -17456.262897
  nChanged 1
		SP:Iteration 5Q (24246.970000 sec): 3 clusters
  Score: Raw -19286.960205 + Penalty 1828.976862 = -17457.983343
  nChanged 1
		SP:Iteration 6Q (24247.130000 sec): 3 clusters
  Score: Raw -19287.617844 + Penalty 1828.976862 = -17458.640982
  nChanged 0
		SP:Iteration 7F (24247.330000 sec): 3 clusters
  Score: Raw -19287.617844 + Penalty 1828.976862 = -17458.640982
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 46 (1809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24247.470000 sec): 2 clusters
  Score: Raw -144308.598163 + Penalty 1218.836041 = -143089.762122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24247.720000 sec): 3 clusters
  Score: Raw -143561.326445 + Penalty 2437.672083 = -141123.654363
  nChanged 610
		SP:Iteration 1F (24247.910000 sec): 3 clusters
  Score: Raw -143931.105834 + Penalty 2437.672083 = -141493.433751
  nChanged 154
		SP:Iteration 2F (24248.070000 sec): 3 clusters
  Score: Raw -144055.017623 + Penalty 2437.672083 = -141617.345540
  nChanged 89
		SP:Iteration 3Q (24248.260000 sec): 3 clusters
  Score: Raw -144122.603882 + Penalty 2437.672083 = -141684.931800
  nChanged 68
		SP:Iteration 4Q (24248.470000 sec): 3 clusters
  Score: Raw -144168.909478 + Penalty 2437.672083 = -141731.237395
  nChanged 50
		SP:Iteration 5Q (24248.670000 sec): 3 clusters
  Score: Raw -144200.097535 + Penalty 2437.672083 = -141762.425453
  nChanged 33
		SP:Iteration 6Q (24248.860000 sec): 3 clusters
  Score: Raw -144221.988606 + Penalty 2437.672083 = -141784.316523
  nChanged 30
		SP:Iteration 7Q (24249.100000 sec): 3 clusters
  Score: Raw -144238.006744 + Penalty 2437.672083 = -141800.334661
  nChanged 29
		SP:Iteration 8Q (24249.290000 sec): 3 clusters
  Score: Raw -144254.162392 + Penalty 2437.672083 = -141816.490309
  nChanged 26
		SP:Iteration 9Q (24249.480000 sec): 3 clusters
  Score: Raw -144270.561314 + Penalty 2437.672083 = -141832.889231
  nChanged 20
		SP:Iteration 10Q (24249.660000 sec): 3 clusters
  Score: Raw -144285.269053 + Penalty 2437.672083 = -141847.596970
  nChanged 30
		SP:Iteration 11Q (24249.920000 sec): 3 clusters
  Score: Raw -144298.886731 + Penalty 2437.672083 = -141861.214648
  nChanged 18
		SP:Iteration 12Q (24250.120000 sec): 3 clusters
  Score: Raw -144307.988138 + Penalty 2437.672083 = -141870.316056
  nChanged 22
		SP:Iteration 13Q (24250.320000 sec): 3 clusters
  Score: Raw -144323.662273 + Penalty 2437.672083 = -141885.990190
  nChanged 23
		SP:Iteration 14Q (24250.540000 sec): 3 clusters
  Score: Raw -144338.819708 + Penalty 2437.672083 = -141901.147626
  nChanged 24
		SP:Iteration 15Q (24250.690000 sec): 3 clusters
  Score: Raw -144354.711456 + Penalty 2437.672083 = -141917.039373
  nChanged 14
		SP:Iteration 16Q (24250.880000 sec): 3 clusters
  Score: Raw -144362.389790 + Penalty 2437.672083 = -141924.717707
  nChanged 13
		SP:Iteration 17Q (24251.080000 sec): 3 clusters
  Score: Raw -144370.600607 + Penalty 2437.672083 = -141932.928524
  nChanged 11
		SP:Iteration 18Q (24251.320000 sec): 3 clusters
  Score: Raw -144376.727507 + Penalty 2437.672083 = -141939.055424
  nChanged 9
		SP:Iteration 19Q (24251.490000 sec): 3 clusters
  Score: Raw -144381.184723 + Penalty 2437.672083 = -141943.512640
  nChanged 10
		SP:Iteration 20F (24251.700000 sec): 3 clusters
  Score: Raw -144387.764803 + Penalty 2437.672083 = -141950.092721
  nChanged 14
		SP:Iteration 21Q (24251.900000 sec): 3 clusters
  Score: Raw -144398.659586 + Penalty 2437.672083 = -141960.987503
  nChanged 19
		SP:Iteration 22Q (24252.060000 sec): 3 clusters
  Score: Raw -144410.277076 + Penalty 2437.672083 = -141972.604993
  nChanged 18
		SP:Iteration 23Q (24252.280000 sec): 3 clusters
  Score: Raw -144418.811336 + Penalty 2437.672083 = -141981.139254
  nChanged 12
		SP:Iteration 24Q (24252.460000 sec): 3 clusters
  Score: Raw -144426.768592 + Penalty 2437.672083 = -141989.096509
  nChanged 15
		SP:Iteration 25Q (24252.680000 sec): 3 clusters
  Score: Raw -144436.914032 + Penalty 2437.672083 = -141999.241949
  nChanged 9
		SP:Iteration 26Q (24252.820000 sec): 3 clusters
  Score: Raw -144440.936212 + Penalty 2437.672083 = -142003.264130
  nChanged 5
		SP:Iteration 27Q (24253.010000 sec): 3 clusters
  Score: Raw -144442.417242 + Penalty 2437.672083 = -142004.745159
  nChanged 4
		SP:Iteration 28Q (24253.190000 sec): 3 clusters
  Score: Raw -144444.152962 + Penalty 2437.672083 = -142006.480879
  nChanged 1
		SP:Iteration 29Q (24253.400000 sec): 3 clusters
  Score: Raw -144444.512459 + Penalty 2437.672083 = -142006.840376
  nChanged 1
		SP:Iteration 30Q (24253.620000 sec): 3 clusters
  Score: Raw -144444.899094 + Penalty 2437.672083 = -142007.227011
  nChanged 0
		SP:Iteration 31F (24253.830000 sec): 3 clusters
  Score: Raw -144444.899094 + Penalty 2437.672083 = -142007.227011
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 47 (7256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24253.970000 sec): 2 clusters
  Score: Raw -605514.427598 + Penalty 1444.557399 = -604069.870199
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24254.200000 sec): 3 clusters
  Score: Raw -601588.184906 + Penalty 2889.114797 = -598699.070109
  nChanged 3040
		SP:Iteration 1F (24254.400000 sec): 3 clusters
  Score: Raw -603234.293550 + Penalty 2889.114797 = -600345.178753
  nChanged 448
		SP:Iteration 2F (24254.670000 sec): 3 clusters
  Score: Raw -603466.194653 + Penalty 2889.114797 = -600577.079856
  nChanged 425
		SP:Iteration 3F (24254.840000 sec): 3 clusters
  Score: Raw -603699.141136 + Penalty 2889.114797 = -600810.026338
  nChanged 394
		SP:Iteration 4F (24255.090000 sec): 3 clusters
  Score: Raw -603928.116820 + Penalty 2889.114797 = -601039.002022
  nChanged 365
		SP:Iteration 5F (24255.290000 sec): 3 clusters
  Score: Raw -604137.669157 + Penalty 2889.114797 = -601248.554360
  nChanged 369
		SP:Iteration 6F (24255.530000 sec): 3 clusters
  Score: Raw -604397.788257 + Penalty 2889.114797 = -601508.673459
  nChanged 418
		SP:Iteration 7F (24255.790000 sec): 3 clusters
  Score: Raw -604694.696919 + Penalty 2889.114797 = -601805.582121
  nChanged 387
		SP:Iteration 8F (24256.040000 sec): 3 clusters
  Score: Raw -604988.282931 + Penalty 2889.114797 = -602099.168133
  nChanged 309
		SP:Iteration 9Q (24256.290000 sec): 3 clusters
  Score: Raw -605213.611155 + Penalty 2889.114797 = -602324.496358
  nChanged 220
		SP:Iteration 10Q (24256.450000 sec): 3 clusters
  Score: Raw -605377.967161 + Penalty 2889.114797 = -602488.852364
  nChanged 170
		SP:Iteration 11Q (24256.670000 sec): 3 clusters
  Score: Raw -605507.890103 + Penalty 2889.114797 = -602618.775306
  nChanged 124
		SP:Iteration 12Q (24256.880000 sec): 3 clusters
  Score: Raw -605603.936422 + Penalty 2889.114797 = -602714.821625
  nChanged 69
		SP:Iteration 13Q (24257.110000 sec): 3 clusters
  Score: Raw -605655.920865 + Penalty 2889.114797 = -602766.806067
  nChanged 47
		SP:Iteration 14Q (24257.310000 sec): 3 clusters
  Score: Raw -605698.303883 + Penalty 2889.114797 = -602809.189086
  nChanged 34
		SP:Iteration 15Q (24257.560000 sec): 3 clusters
  Score: Raw -605719.659284 + Penalty 2889.114797 = -602830.544487
  nChanged 20
		SP:Iteration 16Q (24257.730000 sec): 3 clusters
  Score: Raw -605734.864182 + Penalty 2889.114797 = -602845.749384
  nChanged 10
		SP:Iteration 17Q (24257.950000 sec): 3 clusters
  Score: Raw -605739.346115 + Penalty 2889.114797 = -602850.231318
  nChanged 5
		SP:Iteration 18Q (24258.140000 sec): 3 clusters
  Score: Raw -605742.780723 + Penalty 2889.114797 = -602853.665926
  nChanged 9
		SP:Iteration 19Q (24258.340000 sec): 3 clusters
  Score: Raw -605749.110773 + Penalty 2889.114797 = -602859.995976
  nChanged 6
		SP:Iteration 20F (24258.560000 sec): 3 clusters
  Score: Raw -605754.058582 + Penalty 2889.114797 = -602864.943785
  nChanged 5
		SP:Iteration 21Q (24258.770000 sec): 3 clusters
  Score: Raw -605757.088840 + Penalty 2889.114797 = -602867.974042
  nChanged 4
		SP:Iteration 22Q (24258.970000 sec): 3 clusters
  Score: Raw -605759.981264 + Penalty 2889.114797 = -602870.866467
  nChanged 3
		SP:Iteration 23Q (24259.240000 sec): 3 clusters
  Score: Raw -605762.648746 + Penalty 2889.114797 = -602873.533949
  nChanged 2
		SP:Iteration 24Q (24259.450000 sec): 3 clusters
  Score: Raw -605763.761028 + Penalty 2889.114797 = -602874.646230
  nChanged 0
		SP:Iteration 25F (24259.670000 sec): 3 clusters
  Score: Raw -605763.761028 + Penalty 2889.114797 = -602874.646230
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 48 (10179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24259.820000 sec): 2 clusters
  Score: Raw -778058.637305 + Penalty 1499.563334 = -776559.073972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24260.090000 sec): 3 clusters
  Score: Raw -772299.199462 + Penalty 2999.126667 = -769300.072795
  nChanged 4442
		SP:Iteration 1F (24260.350000 sec): 3 clusters
  Score: Raw -774931.105786 + Penalty 2999.126667 = -771931.979118
  nChanged 757
		SP:Iteration 2F (24260.550000 sec): 3 clusters
  Score: Raw -775364.770721 + Penalty 2999.126667 = -772365.644054
  nChanged 659
		SP:Iteration 3F (24260.760000 sec): 3 clusters
  Score: Raw -775734.713897 + Penalty 2999.126667 = -772735.587229
  nChanged 564
		SP:Iteration 4F (24260.980000 sec): 3 clusters
  Score: Raw -776066.690789 + Penalty 2999.126667 = -773067.564121
  nChanged 476
		SP:Iteration 5Q (24261.200000 sec): 3 clusters
  Score: Raw -776349.840077 + Penalty 2999.126667 = -773350.713409
  nChanged 440
		SP:Iteration 6Q (24261.430000 sec): 3 clusters
  Score: Raw -776583.243100 + Penalty 2999.126667 = -773584.116433
  nChanged 407
		SP:Iteration 7Q (24261.650000 sec): 3 clusters
  Score: Raw -776782.436678 + Penalty 2999.126667 = -773783.310010
  nChanged 325
		SP:Iteration 8Q (24261.870000 sec): 3 clusters
  Score: Raw -776938.283078 + Penalty 2999.126667 = -773939.156411
  nChanged 308
		SP:Iteration 9Q (24262.080000 sec): 3 clusters
  Score: Raw -777088.605361 + Penalty 2999.126667 = -774089.478694
  nChanged 277
		SP:Iteration 10Q (24262.350000 sec): 3 clusters
  Score: Raw -777220.437346 + Penalty 2999.126667 = -774221.310678
  nChanged 251
		SP:Iteration 11Q (24262.550000 sec): 3 clusters
  Score: Raw -777327.326167 + Penalty 2999.126667 = -774328.199499
  nChanged 229
		SP:Iteration 12Q (24262.790000 sec): 3 clusters
  Score: Raw -777410.638932 + Penalty 2999.126667 = -774411.512265
  nChanged 186
		SP:Iteration 13Q (24262.990000 sec): 3 clusters
  Score: Raw -777481.377461 + Penalty 2999.126667 = -774482.250793
  nChanged 171
		SP:Iteration 14Q (24263.190000 sec): 3 clusters
  Score: Raw -777545.150355 + Penalty 2999.126667 = -774546.023688
  nChanged 146
		SP:Iteration 15Q (24263.430000 sec): 3 clusters
  Score: Raw -777600.895909 + Penalty 2999.126667 = -774601.769241
  nChanged 128
		SP:Iteration 16Q (24263.600000 sec): 3 clusters
  Score: Raw -777645.780481 + Penalty 2999.126667 = -774646.653814
  nChanged 126
		SP:Iteration 17Q (24263.830000 sec): 3 clusters
  Score: Raw -777694.121557 + Penalty 2999.126667 = -774694.994890
  nChanged 112
		SP:Iteration 18Q (24264.030000 sec): 3 clusters
  Score: Raw -777724.196611 + Penalty 2999.126667 = -774725.069943
  nChanged 88
		SP:Iteration 19Q (24264.230000 sec): 3 clusters
  Score: Raw -777748.503572 + Penalty 2999.126667 = -774749.376904
  nChanged 84
		SP:Iteration 20F (24264.430000 sec): 3 clusters
  Score: Raw -777769.796085 + Penalty 2999.126667 = -774770.669418
  nChanged 96
		SP:Iteration 21Q (24264.640000 sec): 3 clusters
  Score: Raw -777797.341296 + Penalty 2999.126667 = -774798.214629
  nChanged 87
		SP:Iteration 22Q (24264.850000 sec): 3 clusters
  Score: Raw -777819.598443 + Penalty 2999.126667 = -774820.471775
  nChanged 81
		SP:Iteration 23Q (24265.060000 sec): 3 clusters
  Score: Raw -777848.043177 + Penalty 2999.126667 = -774848.916510
  nChanged 100
		SP:Iteration 24Q (24265.330000 sec): 3 clusters
  Score: Raw -777881.802167 + Penalty 2999.126667 = -774882.675500
  nChanged 98
		SP:Iteration 25Q (24265.510000 sec): 3 clusters
  Score: Raw -777912.192533 + Penalty 2999.126667 = -774913.065866
  nChanged 94
		SP:Iteration 26Q (24265.750000 sec): 3 clusters
  Score: Raw -777940.133689 + Penalty 2999.126667 = -774941.007021
  nChanged 84
		SP:Iteration 27Q (24266.020000 sec): 3 clusters
  Score: Raw -777961.358263 + Penalty 2999.126667 = -774962.231596
  nChanged 73
		SP:Iteration 28Q (24266.300000 sec): 3 clusters
  Score: Raw -777981.342234 + Penalty 2999.126667 = -774982.215567
  nChanged 67
		SP:Iteration 29Q (24266.510000 sec): 3 clusters
  Score: Raw -777997.464120 + Penalty 2999.126667 = -774998.337452
  nChanged 66
		SP:Iteration 30Q (24266.790000 sec): 3 clusters
  Score: Raw -778012.611905 + Penalty 2999.126667 = -775013.485238
  nChanged 69
		SP:Iteration 31Q (24267.000000 sec): 3 clusters
  Score: Raw -778027.155216 + Penalty 2999.126667 = -775028.028549
  nChanged 70
		SP:Iteration 32Q (24267.180000 sec): 3 clusters
  Score: Raw -778043.388750 + Penalty 2999.126667 = -775044.262083
  nChanged 62
		SP:Iteration 33Q (24267.400000 sec): 3 clusters
  Score: Raw -778057.990995 + Penalty 2999.126667 = -775058.864327
  nChanged 57
		SP:Iteration 34Q (24267.640000 sec): 3 clusters
  Score: Raw -778071.053154 + Penalty 2999.126667 = -775071.926487
  nChanged 61
		SP:Iteration 35Q (24267.860000 sec): 3 clusters
  Score: Raw -778083.129613 + Penalty 2999.126667 = -775084.002946
  nChanged 56
		SP:Iteration 36Q (24268.100000 sec): 3 clusters
  Score: Raw -778095.020228 + Penalty 2999.126667 = -775095.893561
  nChanged 61
		SP:Iteration 37Q (24268.310000 sec): 3 clusters
  Score: Raw -778109.589686 + Penalty 2999.126667 = -775110.463019
  nChanged 65
		SP:Iteration 38Q (24268.550000 sec): 3 clusters
  Score: Raw -778124.999660 + Penalty 2999.126667 = -775125.872993
  nChanged 63
		SP:Iteration 39Q (24268.820000 sec): 3 clusters
  Score: Raw -778137.128783 + Penalty 2999.126667 = -775138.002116
  nChanged 62
		SP:Iteration 40F (24269.020000 sec): 3 clusters
  Score: Raw -778150.139988 + Penalty 2999.126667 = -775151.013320
  nChanged 48
		SP:Iteration 41Q (24269.230000 sec): 3 clusters
  Score: Raw -778158.318335 + Penalty 2999.126667 = -775159.191667
  nChanged 43
		SP:Iteration 42Q (24269.440000 sec): 3 clusters
  Score: Raw -778166.010634 + Penalty 2999.126667 = -775166.883967
  nChanged 37
		SP:Iteration 43Q (24269.690000 sec): 3 clusters
  Score: Raw -778171.582114 + Penalty 2999.126667 = -775172.455447
  nChanged 26
		SP:Iteration 44Q (24269.910000 sec): 3 clusters
  Score: Raw -778175.249762 + Penalty 2999.126667 = -775176.123095
  nChanged 30
		SP:Iteration 45Q (24270.120000 sec): 3 clusters
  Score: Raw -778179.403834 + Penalty 2999.126667 = -775180.277167
  nChanged 26
		SP:Iteration 46Q (24270.350000 sec): 3 clusters
  Score: Raw -778183.160213 + Penalty 2999.126667 = -775184.033545
  nChanged 34
		SP:Iteration 47Q (24270.600000 sec): 3 clusters
  Score: Raw -778188.288036 + Penalty 2999.126667 = -775189.161368
  nChanged 22
		SP:Iteration 48Q (24270.850000 sec): 3 clusters
  Score: Raw -778193.021588 + Penalty 2999.126667 = -775193.894921
  nChanged 26
		SP:Iteration 49Q (24271.050000 sec): 3 clusters
  Score: Raw -778197.520573 + Penalty 2999.126667 = -775198.393906
  nChanged 19
		SP:Iteration 50Q (24271.290000 sec): 3 clusters
  Score: Raw -778201.220536 + Penalty 2999.126667 = -775202.093868
  nChanged 31
		SP:Iteration 51Q (24271.520000 sec): 3 clusters
  Score: Raw -778206.845914 + Penalty 2999.126667 = -775207.719247
  nChanged 25
		SP:Iteration 52Q (24271.720000 sec): 3 clusters
  Score: Raw -778211.772898 + Penalty 2999.126667 = -775212.646231
  nChanged 25
		SP:Iteration 53Q (24271.930000 sec): 3 clusters
  Score: Raw -778216.506849 + Penalty 2999.126667 = -775217.380182
  nChanged 26
		SP:Iteration 54Q (24272.130000 sec): 3 clusters
  Score: Raw -778221.377393 + Penalty 2999.126667 = -775222.250725
  nChanged 27
		SP:Iteration 55Q (24272.360000 sec): 3 clusters
  Score: Raw -778226.597852 + Penalty 2999.126667 = -775227.471185
  nChanged 23
		SP:Iteration 56Q (24272.590000 sec): 3 clusters
  Score: Raw -778230.105519 + Penalty 2999.126667 = -775230.978851
  nChanged 19
		SP:Iteration 57Q (24272.770000 sec): 3 clusters
  Score: Raw -778232.379417 + Penalty 2999.126667 = -775233.252750
  nChanged 8
		SP:Iteration 58Q (24273.030000 sec): 3 clusters
  Score: Raw -778233.390478 + Penalty 2999.126667 = -775234.263810
  nChanged 9
		SP:Iteration 59Q (24273.210000 sec): 3 clusters
  Score: Raw -778234.749888 + Penalty 2999.126667 = -775235.623221
  nChanged 9
		SP:Iteration 60F (24273.400000 sec): 3 clusters
  Score: Raw -778236.245109 + Penalty 2999.126667 = -775237.118442
  nChanged 9
		SP:Iteration 61Q (24273.610000 sec): 3 clusters
  Score: Raw -778237.864555 + Penalty 2999.126667 = -775238.737887
  nChanged 9
		SP:Iteration 62Q (24273.810000 sec): 3 clusters
  Score: Raw -778238.968532 + Penalty 2999.126667 = -775239.841864
  nChanged 8
		SP:Iteration 63Q (24274.050000 sec): 3 clusters
  Score: Raw -778240.009047 + Penalty 2999.126667 = -775240.882380
  nChanged 9
		SP:Iteration 64Q (24274.270000 sec): 3 clusters
  Score: Raw -778241.162532 + Penalty 2999.126667 = -775242.035864
  nChanged 10
		SP:Iteration 65Q (24274.450000 sec): 3 clusters
  Score: Raw -778243.268684 + Penalty 2999.126667 = -775244.142016
  nChanged 14
		SP:Iteration 66Q (24274.650000 sec): 3 clusters
  Score: Raw -778245.728928 + Penalty 2999.126667 = -775246.602260
  nChanged 10
		SP:Iteration 67Q (24274.860000 sec): 3 clusters
  Score: Raw -778247.260210 + Penalty 2999.126667 = -775248.133543
  nChanged 11
		SP:Iteration 68Q (24275.050000 sec): 3 clusters
  Score: Raw -778248.703554 + Penalty 2999.126667 = -775249.576886
  nChanged 11
		SP:Iteration 69Q (24275.260000 sec): 3 clusters
  Score: Raw -778250.321288 + Penalty 2999.126667 = -775251.194621
  nChanged 13
		SP:Iteration 70Q (24275.490000 sec): 3 clusters
  Score: Raw -778252.396299 + Penalty 2999.126667 = -775253.269632
  nChanged 18
		SP:Iteration 71Q (24275.750000 sec): 3 clusters
  Score: Raw -778255.208189 + Penalty 2999.126667 = -775256.081522
  nChanged 21
		SP:Iteration 72Q (24275.990000 sec): 3 clusters
  Score: Raw -778259.145594 + Penalty 2999.126667 = -775260.018927
  nChanged 17
		SP:Iteration 73Q (24276.210000 sec): 3 clusters
  Score: Raw -778264.039000 + Penalty 2999.126667 = -775264.912333
  nChanged 18
		SP:Iteration 74Q (24276.480000 sec): 3 clusters
  Score: Raw -778268.575506 + Penalty 2999.126667 = -775269.448839
  nChanged 25
		SP:Iteration 75Q (24276.710000 sec): 3 clusters
  Score: Raw -778274.841931 + Penalty 2999.126667 = -775275.715263
  nChanged 28
		SP:Iteration 76Q (24276.960000 sec): 3 clusters
  Score: Raw -778280.451750 + Penalty 2999.126667 = -775281.325083
  nChanged 19
		SP:Iteration 77Q (24277.150000 sec): 3 clusters
  Score: Raw -778283.421949 + Penalty 2999.126667 = -775284.295282
  nChanged 19
		SP:Iteration 78Q (24277.430000 sec): 3 clusters
  Score: Raw -778285.934874 + Penalty 2999.126667 = -775286.808207
  nChanged 28
		SP:Iteration 79Q (24277.670000 sec): 3 clusters
  Score: Raw -778291.126444 + Penalty 2999.126667 = -775291.999776
  nChanged 18
		SP:Iteration 80F (24277.880000 sec): 3 clusters
  Score: Raw -778295.619270 + Penalty 2999.126667 = -775296.492603
  nChanged 20
		SP:Iteration 81Q (24278.090000 sec): 3 clusters
  Score: Raw -778300.927661 + Penalty 2999.126667 = -775301.800993
  nChanged 17
		SP:Iteration 82Q (24278.330000 sec): 3 clusters
  Score: Raw -778303.514593 + Penalty 2999.126667 = -775304.387925
  nChanged 19
		SP:Iteration 83Q (24278.590000 sec): 3 clusters
  Score: Raw -778307.027911 + Penalty 2999.126667 = -775307.901244
  nChanged 21
		SP:Iteration 84Q (24278.790000 sec): 3 clusters
  Score: Raw -778310.891438 + Penalty 2999.126667 = -775311.764770
  nChanged 24
		SP:Iteration 85Q (24279.030000 sec): 3 clusters
  Score: Raw -778315.021406 + Penalty 2999.126667 = -775315.894739
  nChanged 28
		SP:Iteration 86Q (24279.230000 sec): 3 clusters
  Score: Raw -778320.627687 + Penalty 2999.126667 = -775321.501020
  nChanged 27
		SP:Iteration 87Q (24279.470000 sec): 3 clusters
  Score: Raw -778324.331703 + Penalty 2999.126667 = -775325.205036
  nChanged 23
		SP:Iteration 88Q (24279.750000 sec): 3 clusters
  Score: Raw -778328.457824 + Penalty 2999.126667 = -775329.331157
  nChanged 27
		SP:Iteration 89Q (24280.000000 sec): 3 clusters
  Score: Raw -778333.925358 + Penalty 2999.126667 = -775334.798691
  nChanged 23
		SP:Iteration 90Q (24280.180000 sec): 3 clusters
  Score: Raw -778338.546096 + Penalty 2999.126667 = -775339.419429
  nChanged 20
		SP:Iteration 91Q (24280.460000 sec): 3 clusters
  Score: Raw -778342.713593 + Penalty 2999.126667 = -775343.586926
  nChanged 20
		SP:Iteration 92Q (24280.670000 sec): 3 clusters
  Score: Raw -778346.172272 + Penalty 2999.126667 = -775347.045605
  nChanged 18
		SP:Iteration 93Q (24280.890000 sec): 3 clusters
  Score: Raw -778348.656285 + Penalty 2999.126667 = -775349.529617
  nChanged 17
		SP:Iteration 94Q (24281.170000 sec): 3 clusters
  Score: Raw -778351.049902 + Penalty 2999.126667 = -775351.923235
  nChanged 14
		SP:Iteration 95Q (24281.400000 sec): 3 clusters
  Score: Raw -778353.421375 + Penalty 2999.126667 = -775354.294708
  nChanged 17
		SP:Iteration 96Q (24281.620000 sec): 3 clusters
  Score: Raw -778356.881598 + Penalty 2999.126667 = -775357.754931
  nChanged 23
		SP:Iteration 97Q (24281.850000 sec): 3 clusters
  Score: Raw -778360.963636 + Penalty 2999.126667 = -775361.836969
  nChanged 21
		SP:Iteration 98Q (24282.130000 sec): 3 clusters
  Score: Raw -778364.621352 + Penalty 2999.126667 = -775365.494684
  nChanged 24
		SP:Iteration 99Q (24282.360000 sec): 3 clusters
  Score: Raw -778368.920141 + Penalty 2999.126667 = -775369.793474
  nChanged 22
		SP:Iteration 100F (24282.600000 sec): 3 clusters
  Score: Raw -778371.737221 + Penalty 2999.126667 = -775372.610553
  nChanged 18
		SP:Iteration 101Q (24282.800000 sec): 3 clusters
  Score: Raw -778375.742177 + Penalty 2999.126667 = -775376.615510
  nChanged 19
		SP:Iteration 102Q (24283.020000 sec): 3 clusters
  Score: Raw -778379.028697 + Penalty 2999.126667 = -775379.902030
  nChanged 21
		SP:Iteration 103Q (24283.270000 sec): 3 clusters
  Score: Raw -778381.907415 + Penalty 2999.126667 = -775382.780747
  nChanged 18
		SP:Iteration 104Q (24283.520000 sec): 3 clusters
  Score: Raw -778384.714723 + Penalty 2999.126667 = -775385.588056
  nChanged 22
		SP:Iteration 105Q (24283.740000 sec): 3 clusters
  Score: Raw -778389.143013 + Penalty 2999.126667 = -775390.016346
  nChanged 23
		SP:Iteration 106Q (24283.970000 sec): 3 clusters
  Score: Raw -778393.588948 + Penalty 2999.126667 = -775394.462281
  nChanged 20
		SP:Iteration 107Q (24284.180000 sec): 3 clusters
  Score: Raw -778396.887994 + Penalty 2999.126667 = -775397.761326
  nChanged 19
		SP:Iteration 108Q (24284.410000 sec): 3 clusters
  Score: Raw -778399.565096 + Penalty 2999.126667 = -775400.438429
  nChanged 10
		SP:Iteration 109Q (24284.640000 sec): 3 clusters
  Score: Raw -778400.607473 + Penalty 2999.126667 = -775401.480806
  nChanged 9
		SP:Iteration 110Q (24284.900000 sec): 3 clusters
  Score: Raw -778401.924098 + Penalty 2999.126667 = -775402.797431
  nChanged 10
		SP:Iteration 111Q (24285.100000 sec): 3 clusters
  Score: Raw -778403.170105 + Penalty 2999.126667 = -775404.043437
  nChanged 8
		SP:Iteration 112Q (24285.330000 sec): 3 clusters
  Score: Raw -778404.553591 + Penalty 2999.126667 = -775405.426923
  nChanged 10
		SP:Iteration 113Q (24285.600000 sec): 3 clusters
  Score: Raw -778406.244291 + Penalty 2999.126667 = -775407.117624
  nChanged 12
		SP:Iteration 114Q (24285.820000 sec): 3 clusters
  Score: Raw -778408.129342 + Penalty 2999.126667 = -775409.002674
  nChanged 16
		SP:Iteration 115Q (24286.080000 sec): 3 clusters
  Score: Raw -778411.656726 + Penalty 2999.126667 = -775412.530058
  nChanged 18
		SP:Iteration 116Q (24286.300000 sec): 3 clusters
  Score: Raw -778416.038556 + Penalty 2999.126667 = -775416.911888
  nChanged 18
		SP:Iteration 117Q (24286.510000 sec): 3 clusters
  Score: Raw -778419.441486 + Penalty 2999.126667 = -775420.314818
  nChanged 13
		SP:Iteration 118Q (24286.720000 sec): 3 clusters
  Score: Raw -778422.623813 + Penalty 2999.126667 = -775423.497146
  nChanged 17
		SP:Iteration 119Q (24286.920000 sec): 3 clusters
  Score: Raw -778426.169381 + Penalty 2999.126667 = -775427.042713
  nChanged 14
		SP:Iteration 120F (24287.180000 sec): 3 clusters
  Score: Raw -778428.116311 + Penalty 2999.126667 = -775428.989644
  nChanged 10
		SP:Iteration 121Q (24287.400000 sec): 3 clusters
  Score: Raw -778429.622399 + Penalty 2999.126667 = -775430.495732
  nChanged 8
		SP:Iteration 122Q (24287.620000 sec): 3 clusters
  Score: Raw -778430.955371 + Penalty 2999.126667 = -775431.828703
  nChanged 7
		SP:Iteration 123Q (24287.870000 sec): 3 clusters
  Score: Raw -778431.755463 + Penalty 2999.126667 = -775432.628796
  nChanged 2
		SP:Iteration 124Q (24288.080000 sec): 3 clusters
  Score: Raw -778431.980210 + Penalty 2999.126667 = -775432.853542
  nChanged 2
		SP:Iteration 125Q (24288.340000 sec): 3 clusters
  Score: Raw -778432.291139 + Penalty 2999.126667 = -775433.164471
  nChanged 1
		SP:Iteration 126Q (24288.610000 sec): 3 clusters
  Score: Raw -778432.367981 + Penalty 2999.126667 = -775433.241313
  nChanged 3
		SP:Iteration 127Q (24288.800000 sec): 3 clusters
  Score: Raw -778432.659379 + Penalty 2999.126667 = -775433.532712
  nChanged 2
		SP:Iteration 128Q (24289.050000 sec): 3 clusters
  Score: Raw -778432.944954 + Penalty 2999.126667 = -775433.818287
  nChanged 5
		SP:Iteration 129Q (24289.280000 sec): 3 clusters
  Score: Raw -778433.287286 + Penalty 2999.126667 = -775434.160618
  nChanged 4
		SP:Iteration 130Q (24289.560000 sec): 3 clusters
  Score: Raw -778433.819116 + Penalty 2999.126667 = -775434.692448
  nChanged 8
		SP:Iteration 131Q (24289.740000 sec): 3 clusters
  Score: Raw -778435.110948 + Penalty 2999.126667 = -775435.984281
  nChanged 7
		SP:Iteration 132Q (24289.990000 sec): 3 clusters
  Score: Raw -778436.845325 + Penalty 2999.126667 = -775437.718658
  nChanged 13
		SP:Iteration 133Q (24290.190000 sec): 3 clusters
  Score: Raw -778438.407115 + Penalty 2999.126667 = -775439.280447
  nChanged 9
		SP:Iteration 134Q (24290.420000 sec): 3 clusters
  Score: Raw -778439.573201 + Penalty 2999.126667 = -775440.446534
  nChanged 8
		SP:Iteration 135Q (24290.680000 sec): 3 clusters
  Score: Raw -778441.091967 + Penalty 2999.126667 = -775441.965299
  nChanged 11
		SP:Iteration 136Q (24290.960000 sec): 3 clusters
  Score: Raw -778443.528884 + Penalty 2999.126667 = -775444.402216
  nChanged 9
		SP:Iteration 137Q (24291.160000 sec): 3 clusters
  Score: Raw -778445.070095 + Penalty 2999.126667 = -775445.943428
  nChanged 4
		SP:Iteration 138Q (24291.390000 sec): 3 clusters
  Score: Raw -778445.777037 + Penalty 2999.126667 = -775446.650370
  nChanged 6
		SP:Iteration 139Q (24291.570000 sec): 3 clusters
  Score: Raw -778446.653568 + Penalty 2999.126667 = -775447.526901
  nChanged 5
		SP:Iteration 140F (24291.820000 sec): 3 clusters
  Score: Raw -778447.250172 + Penalty 2999.126667 = -775448.123504
  nChanged 3
		SP:Iteration 141Q (24292.050000 sec): 3 clusters
  Score: Raw -778447.607460 + Penalty 2999.126667 = -775448.480792
  nChanged 2
		SP:Iteration 142Q (24292.260000 sec): 3 clusters
  Score: Raw -778448.096463 + Penalty 2999.126667 = -775448.969796
  nChanged 1
		SP:Iteration 143Q (24292.480000 sec): 3 clusters
  Score: Raw -778448.175802 + Penalty 2999.126667 = -775449.049135
  nChanged 0
		SP:Iteration 144F (24292.730000 sec): 3 clusters
  Score: Raw -778448.175802 + Penalty 2999.126667 = -775449.049135
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 49 (4222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24292.840000 sec): 2 clusters
  Score: Raw -356721.083610 + Penalty 1356.560437 = -355364.523173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24293.060000 sec): 3 clusters
  Score: Raw -354626.395853 + Penalty 2713.120874 = -351913.274979
  nChanged 1644
		SP:Iteration 1F (24293.300000 sec): 3 clusters
  Score: Raw -355695.171420 + Penalty 2713.120874 = -352982.050546
  nChanged 344
		SP:Iteration 2F (24293.500000 sec): 3 clusters
  Score: Raw -355894.327248 + Penalty 2713.120874 = -353181.206374
  nChanged 220
		SP:Iteration 3F (24293.690000 sec): 3 clusters
  Score: Raw -356020.823697 + Penalty 2713.120874 = -353307.702823
  nChanged 174
		SP:Iteration 4Q (24293.890000 sec): 3 clusters
  Score: Raw -356137.671676 + Penalty 2713.120874 = -353424.550802
  nChanged 187
		SP:Iteration 5Q (24294.090000 sec): 3 clusters
  Score: Raw -356253.698282 + Penalty 2713.120874 = -353540.577407
  nChanged 166
		SP:Iteration 6Q (24294.300000 sec): 3 clusters
  Score: Raw -356361.409387 + Penalty 2713.120874 = -353648.288513
  nChanged 142
		SP:Iteration 7Q (24294.480000 sec): 3 clusters
  Score: Raw -356458.886680 + Penalty 2713.120874 = -353745.765806
  nChanged 148
		SP:Iteration 8Q (24294.720000 sec): 3 clusters
  Score: Raw -356567.310819 + Penalty 2713.120874 = -353854.189944
  nChanged 139
		SP:Iteration 9Q (24294.940000 sec): 3 clusters
  Score: Raw -356660.152276 + Penalty 2713.120874 = -353947.031402
  nChanged 116
		SP:Iteration 10Q (24295.110000 sec): 3 clusters
  Score: Raw -356741.633282 + Penalty 2713.120874 = -354028.512408
  nChanged 119
		SP:Iteration 11Q (24295.350000 sec): 3 clusters
  Score: Raw -356823.225985 + Penalty 2713.120874 = -354110.105111
  nChanged 118
		SP:Iteration 12Q (24295.560000 sec): 3 clusters
  Score: Raw -356907.758505 + Penalty 2713.120874 = -354194.637631
  nChanged 99
		SP:Iteration 13Q (24295.760000 sec): 3 clusters
  Score: Raw -356980.455344 + Penalty 2713.120874 = -354267.334470
  nChanged 113
		SP:Iteration 14Q (24295.920000 sec): 3 clusters
  Score: Raw -357085.231762 + Penalty 2713.120874 = -354372.110887
  nChanged 115
		SP:Iteration 15Q (24296.120000 sec): 3 clusters
  Score: Raw -357179.702860 + Penalty 2713.120874 = -354466.581986
  nChanged 104
		SP:Iteration 16Q (24296.300000 sec): 3 clusters
  Score: Raw -357271.770363 + Penalty 2713.120874 = -354558.649489
  nChanged 93
		SP:Iteration 17Q (24296.490000 sec): 3 clusters
  Score: Raw -357353.291100 + Penalty 2713.120874 = -354640.170226
  nChanged 81
		SP:Iteration 18Q (24296.670000 sec): 3 clusters
  Score: Raw -357426.750196 + Penalty 2713.120874 = -354713.629321
  nChanged 67
		SP:Iteration 19Q (24296.860000 sec): 3 clusters
  Score: Raw -357484.292084 + Penalty 2713.120874 = -354771.171210
  nChanged 55
		SP:Iteration 20F (24297.030000 sec): 3 clusters
  Score: Raw -357517.410952 + Penalty 2713.120874 = -354804.290078
  nChanged 36
		SP:Iteration 21Q (24297.250000 sec): 3 clusters
  Score: Raw -357536.822462 + Penalty 2713.120874 = -354823.701588
  nChanged 34
		SP:Iteration 22Q (24297.460000 sec): 3 clusters
  Score: Raw -357551.904257 + Penalty 2713.120874 = -354838.783383
  nChanged 21
		SP:Iteration 23Q (24297.650000 sec): 3 clusters
  Score: Raw -357561.249854 + Penalty 2713.120874 = -354848.128980
  nChanged 21
		SP:Iteration 24Q (24297.860000 sec): 3 clusters
  Score: Raw -357568.014242 + Penalty 2713.120874 = -354854.893368
  nChanged 11
		SP:Iteration 25Q (24298.060000 sec): 3 clusters
  Score: Raw -357571.513734 + Penalty 2713.120874 = -354858.392860
  nChanged 9
		SP:Iteration 26Q (24298.230000 sec): 3 clusters
  Score: Raw -357573.559214 + Penalty 2713.120874 = -354860.438340
  nChanged 5
		SP:Iteration 27Q (24298.450000 sec): 3 clusters
  Score: Raw -357575.374532 + Penalty 2713.120874 = -354862.253658
  nChanged 3
		SP:Iteration 28Q (24298.610000 sec): 3 clusters
  Score: Raw -357576.431055 + Penalty 2713.120874 = -354863.310180
  nChanged 1
		SP:Iteration 29Q (24298.820000 sec): 3 clusters
  Score: Raw -357576.811856 + Penalty 2713.120874 = -354863.690982
  nChanged 0
		SP:Iteration 30F (24299.040000 sec): 3 clusters
  Score: Raw -357576.811856 + Penalty 2713.120874 = -354863.690982
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 50 (7839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24299.230000 sec): 2 clusters
  Score: Raw -730667.618678 + Penalty 1457.115815 = -729210.502863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24299.460000 sec): 3 clusters
  Score: Raw -726369.934982 + Penalty 2914.231630 = -723455.703352
  nChanged 3288
		SP:Iteration 1F (24299.690000 sec): 3 clusters
  Score: Raw -728125.317502 + Penalty 2914.231630 = -725211.085872
  nChanged 502
		SP:Iteration 2F (24299.960000 sec): 3 clusters
  Score: Raw -728336.624248 + Penalty 2914.231630 = -725422.392618
  nChanged 350
		SP:Iteration 3Q (24300.150000 sec): 3 clusters
  Score: Raw -728491.584866 + Penalty 2914.231630 = -725577.353236
  nChanged 323
		SP:Iteration 4Q (24300.370000 sec): 3 clusters
  Score: Raw -728653.329693 + Penalty 2914.231630 = -725739.098063
  nChanged 366
		SP:Iteration 5Q (24300.580000 sec): 3 clusters
  Score: Raw -728869.552939 + Penalty 2914.231630 = -725955.321309
  nChanged 407
		SP:Iteration 6F (24300.830000 sec): 3 clusters
  Score: Raw -729165.480319 + Penalty 2914.231630 = -726251.248689
  nChanged 464
		SP:Iteration 7F (24301.010000 sec): 3 clusters
  Score: Raw -729525.860420 + Penalty 2914.231630 = -726611.628790
  nChanged 402
		SP:Iteration 8F (24301.250000 sec): 3 clusters
  Score: Raw -729883.515519 + Penalty 2914.231630 = -726969.283889
  nChanged 335
		SP:Iteration 9Q (24301.490000 sec): 3 clusters
  Score: Raw -730185.530817 + Penalty 2914.231630 = -727271.299187
  nChanged 249
		SP:Iteration 10Q (24301.740000 sec): 3 clusters
  Score: Raw -730411.843393 + Penalty 2914.231630 = -727497.611763
  nChanged 163
		SP:Iteration 11Q (24301.950000 sec): 3 clusters
  Score: Raw -730547.581380 + Penalty 2914.231630 = -727633.349750
  nChanged 83
		SP:Iteration 12Q (24302.210000 sec): 3 clusters
  Score: Raw -730621.086857 + Penalty 2914.231630 = -727706.855227
  nChanged 64
		SP:Iteration 13Q (24302.400000 sec): 3 clusters
  Score: Raw -730685.957029 + Penalty 2914.231630 = -727771.725399
  nChanged 48
		SP:Iteration 14Q (24302.590000 sec): 3 clusters
  Score: Raw -730736.866693 + Penalty 2914.231630 = -727822.635063
  nChanged 29
		SP:Iteration 15Q (24302.780000 sec): 3 clusters
  Score: Raw -730768.462034 + Penalty 2914.231630 = -727854.230404
  nChanged 23
		SP:Iteration 16Q (24302.950000 sec): 3 clusters
  Score: Raw -730786.759395 + Penalty 2914.231630 = -727872.527765
  nChanged 9
		SP:Iteration 17Q (24303.190000 sec): 3 clusters
  Score: Raw -730796.426356 + Penalty 2914.231630 = -727882.194726
  nChanged 4
		SP:Iteration 18Q (24303.370000 sec): 3 clusters
  Score: Raw -730801.533623 + Penalty 2914.231630 = -727887.301993
  nChanged 6
		SP:Iteration 19Q (24303.560000 sec): 3 clusters
  Score: Raw -730808.092821 + Penalty 2914.231630 = -727893.861191
  nChanged 4
		SP:Iteration 20F (24303.780000 sec): 3 clusters
  Score: Raw -730812.971693 + Penalty 2914.231630 = -727898.740063
  nChanged 6
		SP:Iteration 21Q (24304.040000 sec): 3 clusters
  Score: Raw -730819.813856 + Penalty 2914.231630 = -727905.582226
  nChanged 5
		SP:Iteration 22Q (24304.220000 sec): 3 clusters
  Score: Raw -730824.806459 + Penalty 2914.231630 = -727910.574829
  nChanged 5
		SP:Iteration 23Q (24304.440000 sec): 3 clusters
  Score: Raw -730833.962416 + Penalty 2914.231630 = -727919.730786
  nChanged 7
		SP:Iteration 24Q (24304.700000 sec): 3 clusters
  Score: Raw -730844.994317 + Penalty 2914.231630 = -727930.762687
  nChanged 7
		SP:Iteration 25Q (24304.900000 sec): 3 clusters
  Score: Raw -730853.771867 + Penalty 2914.231630 = -727939.540237
  nChanged 3
		SP:Iteration 26Q (24305.120000 sec): 3 clusters
  Score: Raw -730856.922501 + Penalty 2914.231630 = -727942.690871
  nChanged 4
		SP:Iteration 27Q (24305.270000 sec): 3 clusters
  Score: Raw -730861.969047 + Penalty 2914.231630 = -727947.737417
  nChanged 1
		SP:Iteration 28Q (24305.490000 sec): 3 clusters
  Score: Raw -730864.285800 + Penalty 2914.231630 = -727950.054169
  nChanged 1
		SP:Iteration 29Q (24305.720000 sec): 3 clusters
  Score: Raw -730865.427489 + Penalty 2914.231630 = -727951.195859
  nChanged 0
		SP:Iteration 30F (24305.920000 sec): 3 clusters
  Score: Raw -730865.427489 + Penalty 2914.231630 = -727951.195859
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 51 (12449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24306.090000 sec): 2 clusters
  Score: Raw -1059048.142726 + Penalty 1532.276781 = -1057515.865945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24306.300000 sec): 3 clusters
  Score: Raw -1051859.651283 + Penalty 3064.553563 = -1048795.097720
  nChanged 5461
		SP:Iteration 1F (24306.550000 sec): 3 clusters
  Score: Raw -1054884.096702 + Penalty 3064.553563 = -1051819.543139
  nChanged 771
		SP:Iteration 2F (24306.770000 sec): 3 clusters
  Score: Raw -1055251.364747 + Penalty 3064.553563 = -1052186.811185
  nChanged 638
		SP:Iteration 3F (24306.970000 sec): 3 clusters
  Score: Raw -1055579.444872 + Penalty 3064.553563 = -1052514.891310
  nChanged 631
		SP:Iteration 4F (24307.190000 sec): 3 clusters
  Score: Raw -1055947.220723 + Penalty 3064.553563 = -1052882.667160
  nChanged 592
		SP:Iteration 5Q (24307.390000 sec): 3 clusters
  Score: Raw -1056318.091066 + Penalty 3064.553563 = -1053253.537503
  nChanged 604
		SP:Iteration 6Q (24307.630000 sec): 3 clusters
  Score: Raw -1056730.835811 + Penalty 3064.553563 = -1053666.282248
  nChanged 593
		SP:Iteration 7Q (24307.780000 sec): 3 clusters
  Score: Raw -1057136.386157 + Penalty 3064.553563 = -1054071.832594
  nChanged 542
		SP:Iteration 8Q (24308.010000 sec): 3 clusters
  Score: Raw -1057513.287937 + Penalty 3064.553563 = -1054448.734374
  nChanged 497
		SP:Iteration 9Q (24308.240000 sec): 3 clusters
  Score: Raw -1057865.647884 + Penalty 3064.553563 = -1054801.094322
  nChanged 426
		SP:Iteration 10Q (24308.510000 sec): 3 clusters
  Score: Raw -1058146.978300 + Penalty 3064.553563 = -1055082.424737
  nChanged 339
		SP:Iteration 11Q (24308.710000 sec): 3 clusters
  Score: Raw -1058355.076907 + Penalty 3064.553563 = -1055290.523344
  nChanged 279
		SP:Iteration 12Q (24309.010000 sec): 3 clusters
  Score: Raw -1058522.159291 + Penalty 3064.553563 = -1055457.605728
  nChanged 244
		SP:Iteration 13Q (24309.260000 sec): 3 clusters
  Score: Raw -1058665.729775 + Penalty 3064.553563 = -1055601.176212
  nChanged 209
		SP:Iteration 14Q (24309.430000 sec): 3 clusters
  Score: Raw -1058789.929413 + Penalty 3064.553563 = -1055725.375850
  nChanged 180
		SP:Iteration 15Q (24309.650000 sec): 3 clusters
  Score: Raw -1058896.694738 + Penalty 3064.553563 = -1055832.141175
  nChanged 131
		SP:Iteration 16Q (24309.840000 sec): 3 clusters
  Score: Raw -1058975.300901 + Penalty 3064.553563 = -1055910.747338
  nChanged 98
		SP:Iteration 17Q (24310.040000 sec): 3 clusters
  Score: Raw -1059026.797992 + Penalty 3064.553563 = -1055962.244429
  nChanged 70
		SP:Iteration 18Q (24310.240000 sec): 3 clusters
  Score: Raw -1059063.058043 + Penalty 3064.553563 = -1055998.504480
  nChanged 79
		SP:Iteration 19Q (24310.450000 sec): 3 clusters
  Score: Raw -1059105.177930 + Penalty 3064.553563 = -1056040.624368
  nChanged 69
		SP:Iteration 20F (24310.670000 sec): 3 clusters
  Score: Raw -1059145.363127 + Penalty 3064.553563 = -1056080.809564
  nChanged 63
		SP:Iteration 21Q (24310.890000 sec): 3 clusters
  Score: Raw -1059181.897524 + Penalty 3064.553563 = -1056117.343961
  nChanged 53
		SP:Iteration 22Q (24311.100000 sec): 3 clusters
  Score: Raw -1059212.580432 + Penalty 3064.553563 = -1056148.026869
  nChanged 42
		SP:Iteration 23Q (24311.350000 sec): 3 clusters
  Score: Raw -1059236.595525 + Penalty 3064.553563 = -1056172.041962
  nChanged 30
		SP:Iteration 24Q (24311.580000 sec): 3 clusters
  Score: Raw -1059252.638211 + Penalty 3064.553563 = -1056188.084648
  nChanged 31
		SP:Iteration 25Q (24311.810000 sec): 3 clusters
  Score: Raw -1059271.561569 + Penalty 3064.553563 = -1056207.008006
  nChanged 31
		SP:Iteration 26Q (24312.040000 sec): 3 clusters
  Score: Raw -1059287.275295 + Penalty 3064.553563 = -1056222.721733
  nChanged 23
		SP:Iteration 27Q (24312.230000 sec): 3 clusters
  Score: Raw -1059301.494913 + Penalty 3064.553563 = -1056236.941351
  nChanged 24
		SP:Iteration 28Q (24312.470000 sec): 3 clusters
  Score: Raw -1059312.841783 + Penalty 3064.553563 = -1056248.288221
  nChanged 16
		SP:Iteration 29Q (24312.680000 sec): 3 clusters
  Score: Raw -1059321.240782 + Penalty 3064.553563 = -1056256.687219
  nChanged 15
		SP:Iteration 30Q (24312.880000 sec): 3 clusters
  Score: Raw -1059327.114851 + Penalty 3064.553563 = -1056262.561288
  nChanged 10
		SP:Iteration 31Q (24313.110000 sec): 3 clusters
  Score: Raw -1059332.970209 + Penalty 3064.553563 = -1056268.416647
  nChanged 15
		SP:Iteration 32Q (24313.300000 sec): 3 clusters
  Score: Raw -1059339.497569 + Penalty 3064.553563 = -1056274.944006
  nChanged 8
		SP:Iteration 33Q (24313.530000 sec): 3 clusters
  Score: Raw -1059341.857861 + Penalty 3064.553563 = -1056277.304299
  nChanged 5
		SP:Iteration 34Q (24313.780000 sec): 3 clusters
  Score: Raw -1059343.584357 + Penalty 3064.553563 = -1056279.030795
  nChanged 5
		SP:Iteration 35Q (24314.020000 sec): 3 clusters
  Score: Raw -1059345.513063 + Penalty 3064.553563 = -1056280.959500
  nChanged 5
		SP:Iteration 36Q (24314.220000 sec): 3 clusters
  Score: Raw -1059346.976941 + Penalty 3064.553563 = -1056282.423378
  nChanged 4
		SP:Iteration 37Q (24314.480000 sec): 3 clusters
  Score: Raw -1059347.654781 + Penalty 3064.553563 = -1056283.101219
  nChanged 0
		SP:Iteration 38F (24314.700000 sec): 3 clusters
  Score: Raw -1059347.654781 + Penalty 3064.553563 = -1056283.101219
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 52 (14182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24314.830000 sec): 2 clusters
  Score: Raw -1192818.549837 + Penalty 1553.455936 = -1191265.093902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24315.070000 sec): 3 clusters
  Score: Raw -1184447.783939 + Penalty 3106.911871 = -1181340.872068
  nChanged 6322
		SP:Iteration 1F (24315.330000 sec): 3 clusters
  Score: Raw -1187812.422375 + Penalty 3106.911871 = -1184705.510504
  nChanged 796
		SP:Iteration 2F (24315.560000 sec): 3 clusters
  Score: Raw -1188157.597090 + Penalty 3106.911871 = -1185050.685219
  nChanged 821
		SP:Iteration 3F (24315.810000 sec): 3 clusters
  Score: Raw -1188581.231851 + Penalty 3106.911871 = -1185474.319980
  nChanged 835
		SP:Iteration 4F (24316.040000 sec): 3 clusters
  Score: Raw -1189084.245815 + Penalty 3106.911871 = -1185977.333944
  nChanged 882
		SP:Iteration 5F (24316.250000 sec): 3 clusters
  Score: Raw -1189664.923484 + Penalty 3106.911871 = -1186558.011613
  nChanged 961
		SP:Iteration 6F (24316.450000 sec): 3 clusters
  Score: Raw -1190377.087569 + Penalty 3106.911871 = -1187270.175698
  nChanged 894
		SP:Iteration 7F (24316.650000 sec): 3 clusters
  Score: Raw -1191006.909228 + Penalty 3106.911871 = -1187899.997357
  nChanged 761
		SP:Iteration 8F (24316.880000 sec): 3 clusters
  Score: Raw -1191535.203299 + Penalty 3106.911871 = -1188428.291428
  nChanged 636
		SP:Iteration 9Q (24317.100000 sec): 3 clusters
  Score: Raw -1191901.551927 + Penalty 3106.911871 = -1188794.640056
  nChanged 434
		SP:Iteration 10Q (24317.370000 sec): 3 clusters
  Score: Raw -1192121.412850 + Penalty 3106.911871 = -1189014.500979
  nChanged 342
		SP:Iteration 11Q (24317.630000 sec): 3 clusters
  Score: Raw -1192285.116947 + Penalty 3106.911871 = -1189178.205076
  nChanged 263
		SP:Iteration 12Q (24317.850000 sec): 3 clusters
  Score: Raw -1192411.907422 + Penalty 3106.911871 = -1189304.995551
  nChanged 223
		SP:Iteration 13Q (24318.100000 sec): 3 clusters
  Score: Raw -1192513.255534 + Penalty 3106.911871 = -1189406.343663
  nChanged 184
		SP:Iteration 14Q (24318.340000 sec): 3 clusters
  Score: Raw -1192580.183853 + Penalty 3106.911871 = -1189473.271982
  nChanged 146
		SP:Iteration 15Q (24318.570000 sec): 3 clusters
  Score: Raw -1192632.774572 + Penalty 3106.911871 = -1189525.862701
  nChanged 127
		SP:Iteration 16Q (24318.800000 sec): 3 clusters
  Score: Raw -1192681.566619 + Penalty 3106.911871 = -1189574.654748
  nChanged 112
		SP:Iteration 17Q (24319.050000 sec): 3 clusters
  Score: Raw -1192721.975487 + Penalty 3106.911871 = -1189615.063616
  nChanged 117
		SP:Iteration 18Q (24319.290000 sec): 3 clusters
  Score: Raw -1192763.706610 + Penalty 3106.911871 = -1189656.794739
  nChanged 89
		SP:Iteration 19Q (24319.520000 sec): 3 clusters
  Score: Raw -1192800.578719 + Penalty 3106.911871 = -1189693.666848
  nChanged 89
		SP:Iteration 20F (24319.730000 sec): 3 clusters
  Score: Raw -1192836.244018 + Penalty 3106.911871 = -1189729.332147
  nChanged 82
		SP:Iteration 21Q (24319.960000 sec): 3 clusters
  Score: Raw -1192871.018967 + Penalty 3106.911871 = -1189764.107096
  nChanged 81
		SP:Iteration 22Q (24320.170000 sec): 3 clusters
  Score: Raw -1192901.352338 + Penalty 3106.911871 = -1189794.440467
  nChanged 71
		SP:Iteration 23Q (24320.390000 sec): 3 clusters
  Score: Raw -1192924.735769 + Penalty 3106.911871 = -1189817.823898
  nChanged 58
		SP:Iteration 24Q (24320.670000 sec): 3 clusters
  Score: Raw -1192944.805279 + Penalty 3106.911871 = -1189837.893408
  nChanged 56
		SP:Iteration 25Q (24320.880000 sec): 3 clusters
  Score: Raw -1192960.728844 + Penalty 3106.911871 = -1189853.816973
  nChanged 43
		SP:Iteration 26Q (24321.100000 sec): 3 clusters
  Score: Raw -1192972.225359 + Penalty 3106.911871 = -1189865.313488
  nChanged 27
		SP:Iteration 27Q (24321.350000 sec): 3 clusters
  Score: Raw -1192980.534861 + Penalty 3106.911871 = -1189873.622990
  nChanged 27
		SP:Iteration 28Q (24321.550000 sec): 3 clusters
  Score: Raw -1192990.878447 + Penalty 3106.911871 = -1189883.966576
  nChanged 29
		SP:Iteration 29Q (24321.800000 sec): 3 clusters
  Score: Raw -1193001.639661 + Penalty 3106.911871 = -1189894.727790
  nChanged 32
		SP:Iteration 30Q (24322.040000 sec): 3 clusters
  Score: Raw -1193012.722859 + Penalty 3106.911871 = -1189905.810988
  nChanged 23
		SP:Iteration 31Q (24322.260000 sec): 3 clusters
  Score: Raw -1193019.995032 + Penalty 3106.911871 = -1189913.083161
  nChanged 25
		SP:Iteration 32Q (24322.470000 sec): 3 clusters
  Score: Raw -1193030.176194 + Penalty 3106.911871 = -1189923.264323
  nChanged 21
		SP:Iteration 33Q (24322.670000 sec): 3 clusters
  Score: Raw -1193038.226873 + Penalty 3106.911871 = -1189931.315002
  nChanged 24
		SP:Iteration 34Q (24322.920000 sec): 3 clusters
  Score: Raw -1193047.379346 + Penalty 3106.911871 = -1189940.467475
  nChanged 26
		SP:Iteration 35Q (24323.140000 sec): 3 clusters
  Score: Raw -1193055.742148 + Penalty 3106.911871 = -1189948.830277
  nChanged 16
		SP:Iteration 36Q (24323.370000 sec): 3 clusters
  Score: Raw -1193062.453047 + Penalty 3106.911871 = -1189955.541176
  nChanged 24
		SP:Iteration 37Q (24323.640000 sec): 3 clusters
  Score: Raw -1193070.034025 + Penalty 3106.911871 = -1189963.122154
  nChanged 19
		SP:Iteration 38Q (24323.860000 sec): 3 clusters
  Score: Raw -1193076.543627 + Penalty 3106.911871 = -1189969.631756
  nChanged 16
		SP:Iteration 39Q (24324.060000 sec): 3 clusters
  Score: Raw -1193082.651432 + Penalty 3106.911871 = -1189975.739561
  nChanged 15
		SP:Iteration 40F (24324.290000 sec): 3 clusters
  Score: Raw -1193088.778954 + Penalty 3106.911871 = -1189981.867083
  nChanged 19
		SP:Iteration 41Q (24324.540000 sec): 3 clusters
  Score: Raw -1193097.103181 + Penalty 3106.911871 = -1189990.191310
  nChanged 17
		SP:Iteration 42Q (24324.790000 sec): 3 clusters
  Score: Raw -1193102.898385 + Penalty 3106.911871 = -1189995.986514
  nChanged 11
		SP:Iteration 43Q (24325.030000 sec): 3 clusters
  Score: Raw -1193107.781326 + Penalty 3106.911871 = -1190000.869455
  nChanged 11
		SP:Iteration 44Q (24325.290000 sec): 3 clusters
  Score: Raw -1193112.737561 + Penalty 3106.911871 = -1190005.825690
  nChanged 15
		SP:Iteration 45Q (24325.530000 sec): 3 clusters
  Score: Raw -1193120.915729 + Penalty 3106.911871 = -1190014.003858
  nChanged 19
		SP:Iteration 46Q (24325.770000 sec): 3 clusters
  Score: Raw -1193127.919287 + Penalty 3106.911871 = -1190021.007416
  nChanged 16
		SP:Iteration 47Q (24326.000000 sec): 3 clusters
  Score: Raw -1193133.983966 + Penalty 3106.911871 = -1190027.072095
  nChanged 13
		SP:Iteration 48Q (24326.290000 sec): 3 clusters
  Score: Raw -1193138.631944 + Penalty 3106.911871 = -1190031.720073
  nChanged 7
		SP:Iteration 49Q (24326.520000 sec): 3 clusters
  Score: Raw -1193140.623496 + Penalty 3106.911871 = -1190033.711625
  nChanged 3
		SP:Iteration 50Q (24326.740000 sec): 3 clusters
  Score: Raw -1193142.411289 + Penalty 3106.911871 = -1190035.499418
  nChanged 5
		SP:Iteration 51Q (24326.920000 sec): 3 clusters
  Score: Raw -1193144.435684 + Penalty 3106.911871 = -1190037.523813
  nChanged 8
		SP:Iteration 52Q (24327.160000 sec): 3 clusters
  Score: Raw -1193147.346095 + Penalty 3106.911871 = -1190040.434224
  nChanged 5
		SP:Iteration 53Q (24327.330000 sec): 3 clusters
  Score: Raw -1193149.570324 + Penalty 3106.911871 = -1190042.658453
  nChanged 4
		SP:Iteration 54Q (24327.590000 sec): 3 clusters
  Score: Raw -1193150.883510 + Penalty 3106.911871 = -1190043.971639
  nChanged 0
		SP:Iteration 55F (24327.810000 sec): 3 clusters
  Score: Raw -1193150.883510 + Penalty 3106.911871 = -1190043.971639
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 53 (6271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24327.930000 sec): 2 clusters
  Score: Raw -507708.296148 + Penalty 1420.849805 = -506287.446342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24328.100000 sec): 3 clusters
  Score: Raw -504380.668400 + Penalty 2841.699611 = -501538.968789
  nChanged 2626
		SP:Iteration 1F (24328.310000 sec): 3 clusters
  Score: Raw -505866.572395 + Penalty 2841.699611 = -503024.872784
  nChanged 462
		SP:Iteration 2F (24328.490000 sec): 3 clusters
  Score: Raw -506138.105927 + Penalty 2841.699611 = -503296.406316
  nChanged 362
		SP:Iteration 3F (24328.670000 sec): 3 clusters
  Score: Raw -506349.753875 + Penalty 2841.699611 = -503508.054264
  nChanged 321
		SP:Iteration 4F (24328.850000 sec): 3 clusters
  Score: Raw -506564.178886 + Penalty 2841.699611 = -503722.479275
  nChanged 279
		SP:Iteration 5Q (24329.080000 sec): 3 clusters
  Score: Raw -506738.124368 + Penalty 2841.699611 = -503896.424757
  nChanged 260
		SP:Iteration 6Q (24329.270000 sec): 3 clusters
  Score: Raw -506908.083382 + Penalty 2841.699611 = -504066.383771
  nChanged 273
		SP:Iteration 7Q (24329.500000 sec): 3 clusters
  Score: Raw -507092.250423 + Penalty 2841.699611 = -504250.550813
  nChanged 261
		SP:Iteration 8Q (24329.630000 sec): 3 clusters
  Score: Raw -507274.464202 + Penalty 2841.699611 = -504432.764591
  nChanged 244
		SP:Iteration 9Q (24329.830000 sec): 3 clusters
  Score: Raw -507438.245118 + Penalty 2841.699611 = -504596.545507
  nChanged 169
		SP:Iteration 10Q (24330.040000 sec): 3 clusters
  Score: Raw -507544.311624 + Penalty 2841.699611 = -504702.612013
  nChanged 142
		SP:Iteration 11Q (24330.260000 sec): 3 clusters
  Score: Raw -507634.161823 + Penalty 2841.699611 = -504792.462212
  nChanged 120
		SP:Iteration 12Q (24330.390000 sec): 3 clusters
  Score: Raw -507709.404456 + Penalty 2841.699611 = -504867.704845
  nChanged 88
		SP:Iteration 13Q (24330.600000 sec): 3 clusters
  Score: Raw -507768.548277 + Penalty 2841.699611 = -504926.848666
  nChanged 66
		SP:Iteration 14Q (24330.840000 sec): 3 clusters
  Score: Raw -507807.806304 + Penalty 2841.699611 = -504966.106693
  nChanged 62
		SP:Iteration 15Q (24331.020000 sec): 3 clusters
  Score: Raw -507845.898409 + Penalty 2841.699611 = -505004.198798
  nChanged 48
		SP:Iteration 16Q (24331.220000 sec): 3 clusters
  Score: Raw -507869.143706 + Penalty 2841.699611 = -505027.444095
  nChanged 33
		SP:Iteration 17Q (24331.420000 sec): 3 clusters
  Score: Raw -507887.814576 + Penalty 2841.699611 = -505046.114965
  nChanged 30
		SP:Iteration 18Q (24331.620000 sec): 3 clusters
  Score: Raw -507903.607942 + Penalty 2841.699611 = -505061.908331
  nChanged 29
		SP:Iteration 19Q (24331.850000 sec): 3 clusters
  Score: Raw -507914.645680 + Penalty 2841.699611 = -505072.946069
  nChanged 20
		SP:Iteration 20F (24332.020000 sec): 3 clusters
  Score: Raw -507926.401447 + Penalty 2841.699611 = -505084.701836
  nChanged 30
		SP:Iteration 21Q (24332.210000 sec): 3 clusters
  Score: Raw -507947.946479 + Penalty 2841.699611 = -505106.246868
  nChanged 29
		SP:Iteration 22Q (24332.400000 sec): 3 clusters
  Score: Raw -507965.655444 + Penalty 2841.699611 = -505123.955833
  nChanged 30
		SP:Iteration 23Q (24332.600000 sec): 3 clusters
  Score: Raw -507982.936522 + Penalty 2841.699611 = -505141.236911
  nChanged 17
		SP:Iteration 24Q (24332.780000 sec): 3 clusters
  Score: Raw -507989.551886 + Penalty 2841.699611 = -505147.852276
  nChanged 11
		SP:Iteration 25Q (24333.010000 sec): 3 clusters
  Score: Raw -507996.991006 + Penalty 2841.699611 = -505155.291395
  nChanged 12
		SP:Iteration 26Q (24333.230000 sec): 3 clusters
  Score: Raw -508003.974951 + Penalty 2841.699611 = -505162.275341
  nChanged 14
		SP:Iteration 27Q (24333.450000 sec): 3 clusters
  Score: Raw -508012.317110 + Penalty 2841.699611 = -505170.617500
  nChanged 13
		SP:Iteration 28Q (24333.590000 sec): 3 clusters
  Score: Raw -508018.115402 + Penalty 2841.699611 = -505176.415791
  nChanged 13
		SP:Iteration 29Q (24333.830000 sec): 3 clusters
  Score: Raw -508025.300302 + Penalty 2841.699611 = -505183.600691
  nChanged 10
		SP:Iteration 30Q (24334.030000 sec): 3 clusters
  Score: Raw -508030.084398 + Penalty 2841.699611 = -505188.384787
  nChanged 8
		SP:Iteration 31Q (24334.190000 sec): 3 clusters
  Score: Raw -508033.760743 + Penalty 2841.699611 = -505192.061132
  nChanged 5
		SP:Iteration 32Q (24334.400000 sec): 3 clusters
  Score: Raw -508035.570138 + Penalty 2841.699611 = -505193.870527
  nChanged 6
		SP:Iteration 33Q (24334.600000 sec): 3 clusters
  Score: Raw -508038.591165 + Penalty 2841.699611 = -505196.891554
  nChanged 5
		SP:Iteration 34Q (24334.760000 sec): 3 clusters
  Score: Raw -508040.186602 + Penalty 2841.699611 = -505198.486991
  nChanged 2
		SP:Iteration 35Q (24334.950000 sec): 3 clusters
  Score: Raw -508040.762060 + Penalty 2841.699611 = -505199.062449
  nChanged 2
		SP:Iteration 36Q (24335.140000 sec): 3 clusters
  Score: Raw -508041.249105 + Penalty 2841.699611 = -505199.549494
  nChanged 1
		SP:Iteration 37Q (24335.340000 sec): 3 clusters
  Score: Raw -508041.662181 + Penalty 2841.699611 = -505199.962570
  nChanged 3
		SP:Iteration 38Q (24335.520000 sec): 3 clusters
  Score: Raw -508043.390384 + Penalty 2841.699611 = -505201.690773
  nChanged 4
		SP:Iteration 39Q (24335.720000 sec): 3 clusters
  Score: Raw -508044.460140 + Penalty 2841.699611 = -505202.760529
  nChanged 2
		SP:Iteration 40F (24335.940000 sec): 3 clusters
  Score: Raw -508045.193148 + Penalty 2841.699611 = -505203.493537
  nChanged 3
		SP:Iteration 41Q (24336.120000 sec): 3 clusters
  Score: Raw -508046.643602 + Penalty 2841.699611 = -505204.943992
  nChanged 0
		SP:Iteration 42F (24336.330000 sec): 3 clusters
  Score: Raw -508046.643602 + Penalty 2841.699611 = -505204.943992
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 54 (26544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24336.520000 sec): 2 clusters
  Score: Raw -2173209.311909 + Penalty 1655.315840 = -2171553.996069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24336.830000 sec): 3 clusters
  Score: Raw -2156901.250769 + Penalty 3310.631679 = -2153590.619090
  nChanged 12160
		SP:Iteration 1F (24337.130000 sec): 3 clusters
  Score: Raw -2163844.768878 + Penalty 3310.631679 = -2160534.137199
  nChanged 1519
		SP:Iteration 2F (24337.370000 sec): 3 clusters
  Score: Raw -2164535.190826 + Penalty 3310.631679 = -2161224.559147
  nChanged 1628
		SP:Iteration 3F (24337.640000 sec): 3 clusters
  Score: Raw -2165465.720153 + Penalty 3310.631679 = -2162155.088474
  nChanged 1747
		SP:Iteration 4F (24337.950000 sec): 3 clusters
  Score: Raw -2166638.898853 + Penalty 3310.631679 = -2163328.267174
  nChanged 1818
		SP:Iteration 5F (24338.230000 sec): 3 clusters
  Score: Raw -2168012.601458 + Penalty 3310.631679 = -2164701.969779
  nChanged 1794
		SP:Iteration 6F (24338.540000 sec): 3 clusters
  Score: Raw -2169476.103288 + Penalty 3310.631679 = -2166165.471609
  nChanged 1474
		SP:Iteration 7F (24338.790000 sec): 3 clusters
  Score: Raw -2170736.103958 + Penalty 3310.631679 = -2167425.472279
  nChanged 1220
		SP:Iteration 8Q (24339.090000 sec): 3 clusters
  Score: Raw -2171843.939570 + Penalty 3310.631679 = -2168533.307891
  nChanged 847
		SP:Iteration 9Q (24339.380000 sec): 3 clusters
  Score: Raw -2172601.897257 + Penalty 3310.631679 = -2169291.265578
  nChanged 570
		SP:Iteration 10Q (24339.720000 sec): 3 clusters
  Score: Raw -2173062.905770 + Penalty 3310.631679 = -2169752.274091
  nChanged 383
		SP:Iteration 11Q (24339.970000 sec): 3 clusters
  Score: Raw -2173338.115887 + Penalty 3310.631679 = -2170027.484208
  nChanged 257
		SP:Iteration 12Q (24340.260000 sec): 3 clusters
  Score: Raw -2173484.523411 + Penalty 3310.631679 = -2170173.891732
  nChanged 179
		SP:Iteration 13Q (24340.530000 sec): 3 clusters
  Score: Raw -2173579.709340 + Penalty 3310.631679 = -2170269.077661
  nChanged 136
		SP:Iteration 14Q (24340.850000 sec): 3 clusters
  Score: Raw -2173639.932059 + Penalty 3310.631679 = -2170329.300380
  nChanged 114
		SP:Iteration 15Q (24341.110000 sec): 3 clusters
  Score: Raw -2173686.023550 + Penalty 3310.631679 = -2170375.391871
  nChanged 82
		SP:Iteration 16Q (24341.380000 sec): 3 clusters
  Score: Raw -2173711.932004 + Penalty 3310.631679 = -2170401.300325
  nChanged 57
		SP:Iteration 17Q (24341.650000 sec): 3 clusters
  Score: Raw -2173729.199051 + Penalty 3310.631679 = -2170418.567372
  nChanged 43
		SP:Iteration 18Q (24341.920000 sec): 3 clusters
  Score: Raw -2173743.202553 + Penalty 3310.631679 = -2170432.570874
  nChanged 44
		SP:Iteration 19Q (24342.180000 sec): 3 clusters
  Score: Raw -2173757.693739 + Penalty 3310.631679 = -2170447.062059
  nChanged 34
		SP:Iteration 20F (24342.440000 sec): 3 clusters
  Score: Raw -2173769.411687 + Penalty 3310.631679 = -2170458.780008
  nChanged 36
		SP:Iteration 21Q (24342.710000 sec): 3 clusters
  Score: Raw -2173780.842564 + Penalty 3310.631679 = -2170470.210885
  nChanged 27
		SP:Iteration 22Q (24342.980000 sec): 3 clusters
  Score: Raw -2173788.187298 + Penalty 3310.631679 = -2170477.555619
  nChanged 11
		SP:Iteration 23Q (24343.280000 sec): 3 clusters
  Score: Raw -2173790.731389 + Penalty 3310.631679 = -2170480.099710
  nChanged 6
		SP:Iteration 24Q (24343.520000 sec): 3 clusters
  Score: Raw -2173791.818339 + Penalty 3310.631679 = -2170481.186660
  nChanged 3
		SP:Iteration 25Q (24343.770000 sec): 3 clusters
  Score: Raw -2173792.502780 + Penalty 3310.631679 = -2170481.871101
  nChanged 5
		SP:Iteration 26Q (24344.060000 sec): 3 clusters
  Score: Raw -2173793.922083 + Penalty 3310.631679 = -2170483.290404
  nChanged 4
		SP:Iteration 27Q (24344.290000 sec): 3 clusters
  Score: Raw -2173795.073272 + Penalty 3310.631679 = -2170484.441593
  nChanged 4
		SP:Iteration 28Q (24344.630000 sec): 3 clusters
  Score: Raw -2173795.933811 + Penalty 3310.631679 = -2170485.302132
  nChanged 4
		SP:Iteration 29Q (24344.920000 sec): 3 clusters
  Score: Raw -2173796.335742 + Penalty 3310.631679 = -2170485.704062
  nChanged 2
		SP:Iteration 30Q (24345.210000 sec): 3 clusters
  Score: Raw -2173796.708432 + Penalty 3310.631679 = -2170486.076753
  nChanged 2
		SP:Iteration 31Q (24345.460000 sec): 3 clusters
  Score: Raw -2173796.879951 + Penalty 3310.631679 = -2170486.248272
  nChanged 0
		SP:Iteration 32F (24345.740000 sec): 3 clusters
  Score: Raw -2173796.879951 + Penalty 3310.631679 = -2170486.248272
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 55 (3958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24345.860000 sec): 2 clusters
  Score: Raw -294474.967286 + Penalty 1346.067796 = -293128.899491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24346.020000 sec): 3 clusters
  Score: Raw -292560.053907 + Penalty 2692.135591 = -289867.918316
  nChanged 1555
		SP:Iteration 1F (24346.210000 sec): 3 clusters
  Score: Raw -293624.849781 + Penalty 2692.135591 = -290932.714190
  nChanged 330
		SP:Iteration 2F (24346.370000 sec): 3 clusters
  Score: Raw -293880.912845 + Penalty 2692.135591 = -291188.777254
  nChanged 256
		SP:Iteration 3F (24346.540000 sec): 3 clusters
  Score: Raw -294092.084649 + Penalty 2692.135591 = -291399.949058
  nChanged 205
		SP:Iteration 4F (24346.720000 sec): 3 clusters
  Score: Raw -294246.152160 + Penalty 2692.135591 = -291554.016569
  nChanged 184
		SP:Iteration 5Q (24346.930000 sec): 3 clusters
  Score: Raw -294375.891125 + Penalty 2692.135591 = -291683.755534
  nChanged 163
		SP:Iteration 6Q (24347.080000 sec): 3 clusters
  Score: Raw -294494.018848 + Penalty 2692.135591 = -291801.883257
  nChanged 150
		SP:Iteration 7Q (24347.270000 sec): 3 clusters
  Score: Raw -294592.236982 + Penalty 2692.135591 = -291900.101391
  nChanged 116
		SP:Iteration 8Q (24347.480000 sec): 3 clusters
  Score: Raw -294670.885577 + Penalty 2692.135591 = -291978.749986
  nChanged 113
		SP:Iteration 9Q (24347.650000 sec): 3 clusters
  Score: Raw -294752.612613 + Penalty 2692.135591 = -292060.477022
  nChanged 101
		SP:Iteration 10Q (24347.890000 sec): 3 clusters
  Score: Raw -294820.854148 + Penalty 2692.135591 = -292128.718557
  nChanged 77
		SP:Iteration 11Q (24348.100000 sec): 3 clusters
  Score: Raw -294862.047642 + Penalty 2692.135591 = -292169.912051
  nChanged 62
		SP:Iteration 12Q (24348.270000 sec): 3 clusters
  Score: Raw -294895.401735 + Penalty 2692.135591 = -292203.266144
  nChanged 48
		SP:Iteration 13Q (24348.470000 sec): 3 clusters
  Score: Raw -294915.169014 + Penalty 2692.135591 = -292223.033423
  nChanged 41
		SP:Iteration 14Q (24348.630000 sec): 3 clusters
  Score: Raw -294929.217532 + Penalty 2692.135591 = -292237.081941
  nChanged 32
		SP:Iteration 15Q (24348.820000 sec): 3 clusters
  Score: Raw -294940.518741 + Penalty 2692.135591 = -292248.383150
  nChanged 36
		SP:Iteration 16Q (24349.020000 sec): 3 clusters
  Score: Raw -294955.728098 + Penalty 2692.135591 = -292263.592507
  nChanged 30
		SP:Iteration 17Q (24349.210000 sec): 3 clusters
  Score: Raw -294967.123673 + Penalty 2692.135591 = -292274.988082
  nChanged 22
		SP:Iteration 18Q (24349.410000 sec): 3 clusters
  Score: Raw -294974.154867 + Penalty 2692.135591 = -292282.019276
  nChanged 20
		SP:Iteration 19Q (24349.560000 sec): 3 clusters
  Score: Raw -294980.242071 + Penalty 2692.135591 = -292288.106480
  nChanged 14
		SP:Iteration 20F (24349.730000 sec): 3 clusters
  Score: Raw -294985.382317 + Penalty 2692.135591 = -292293.246726
  nChanged 12
		SP:Iteration 21Q (24349.840000 sec): 3 clusters
  Score: Raw -294989.425225 + Penalty 2692.135591 = -292297.289634
  nChanged 11
		SP:Iteration 22Q (24349.960000 sec): 3 clusters
  Score: Raw -294993.896450 + Penalty 2692.135591 = -292301.760859
  nChanged 9
		SP:Iteration 23Q (24350.090000 sec): 3 clusters
  Score: Raw -294997.692134 + Penalty 2692.135591 = -292305.556543
  nChanged 7
		SP:Iteration 24Q (24350.240000 sec): 3 clusters
  Score: Raw -295000.273250 + Penalty 2692.135591 = -292308.137659
  nChanged 8
		SP:Iteration 25Q (24350.380000 sec): 3 clusters
  Score: Raw -295001.996106 + Penalty 2692.135591 = -292309.860515
  nChanged 8
		SP:Iteration 26Q (24350.500000 sec): 3 clusters
  Score: Raw -295003.436609 + Penalty 2692.135591 = -292311.301018
  nChanged 2
		SP:Iteration 27Q (24350.650000 sec): 3 clusters
  Score: Raw -295004.216090 + Penalty 2692.135591 = -292312.080499
  nChanged 2
		SP:Iteration 28Q (24350.800000 sec): 3 clusters
  Score: Raw -295004.500014 + Penalty 2692.135591 = -292312.364423
  nChanged 0
		SP:Iteration 29F (24350.970000 sec): 3 clusters
  Score: Raw -295004.500014 + Penalty 2692.135591 = -292312.364423
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 56 (5510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24351.100000 sec): 2 clusters
  Score: Raw -405223.376121 + Penalty 1399.826984 = -403823.549136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24351.260000 sec): 3 clusters
  Score: Raw -402385.812385 + Penalty 2799.653968 = -399586.158417
  nChanged 2277
		SP:Iteration 1F (24351.400000 sec): 3 clusters
  Score: Raw -404082.907620 + Penalty 2799.653968 = -401283.253652
  nChanged 607
		SP:Iteration 2F (24351.570000 sec): 3 clusters
  Score: Raw -404831.007078 + Penalty 2799.653968 = -402031.353110
  nChanged 505
		SP:Iteration 3F (24351.800000 sec): 3 clusters
  Score: Raw -405444.699476 + Penalty 2799.653968 = -402645.045508
  nChanged 408
		SP:Iteration 4F (24352.010000 sec): 3 clusters
  Score: Raw -405854.918517 + Penalty 2799.653968 = -403055.264549
  nChanged 294
		SP:Iteration 5F (24352.160000 sec): 3 clusters
  Score: Raw -406070.293496 + Penalty 2799.653968 = -403270.639528
  nChanged 198
		SP:Iteration 6Q (24352.350000 sec): 3 clusters
  Score: Raw -406163.733255 + Penalty 2799.653968 = -403364.079287
  nChanged 127
		SP:Iteration 7Q (24352.520000 sec): 3 clusters
  Score: Raw -406212.760643 + Penalty 2799.653968 = -403413.106675
  nChanged 70
		SP:Iteration 8Q (24352.690000 sec): 3 clusters
  Score: Raw -406235.195406 + Penalty 2799.653968 = -403435.541438
  nChanged 56
		SP:Iteration 9Q (24352.880000 sec): 3 clusters
  Score: Raw -406252.032062 + Penalty 2799.653968 = -403452.378094
  nChanged 39
		SP:Iteration 10Q (24353.140000 sec): 3 clusters
  Score: Raw -406262.142125 + Penalty 2799.653968 = -403462.488157
  nChanged 25
		SP:Iteration 11Q (24353.320000 sec): 3 clusters
  Score: Raw -406269.091069 + Penalty 2799.653968 = -403469.437101
  nChanged 25
		SP:Iteration 12Q (24353.500000 sec): 3 clusters
  Score: Raw -406275.727579 + Penalty 2799.653968 = -403476.073611
  nChanged 18
		SP:Iteration 13Q (24353.700000 sec): 3 clusters
  Score: Raw -406281.249138 + Penalty 2799.653968 = -403481.595170
  nChanged 17
		SP:Iteration 14Q (24353.900000 sec): 3 clusters
  Score: Raw -406285.068941 + Penalty 2799.653968 = -403485.414973
  nChanged 12
		SP:Iteration 15Q (24354.130000 sec): 3 clusters
  Score: Raw -406288.906248 + Penalty 2799.653968 = -403489.252279
  nChanged 10
		SP:Iteration 16Q (24354.340000 sec): 3 clusters
  Score: Raw -406292.104374 + Penalty 2799.653968 = -403492.450405
  nChanged 11
		SP:Iteration 17Q (24354.520000 sec): 3 clusters
  Score: Raw -406295.138997 + Penalty 2799.653968 = -403495.485028
  nChanged 15
		SP:Iteration 18Q (24354.720000 sec): 3 clusters
  Score: Raw -406299.691542 + Penalty 2799.653968 = -403500.037574
  nChanged 17
		SP:Iteration 19Q (24354.930000 sec): 3 clusters
  Score: Raw -406305.731603 + Penalty 2799.653968 = -403506.077635
  nChanged 20
		SP:Iteration 20F (24355.120000 sec): 3 clusters
  Score: Raw -406309.866719 + Penalty 2799.653968 = -403510.212751
  nChanged 16
		SP:Iteration 21Q (24355.310000 sec): 3 clusters
  Score: Raw -406313.971878 + Penalty 2799.653968 = -403514.317910
  nChanged 15
		SP:Iteration 22Q (24355.550000 sec): 3 clusters
  Score: Raw -406317.485230 + Penalty 2799.653968 = -403517.831261
  nChanged 12
		SP:Iteration 23Q (24355.730000 sec): 3 clusters
  Score: Raw -406321.389028 + Penalty 2799.653968 = -403521.735060
  nChanged 16
		SP:Iteration 24Q (24355.900000 sec): 3 clusters
  Score: Raw -406324.501459 + Penalty 2799.653968 = -403524.847491
  nChanged 13
		SP:Iteration 25Q (24356.110000 sec): 3 clusters
  Score: Raw -406326.811533 + Penalty 2799.653968 = -403527.157565
  nChanged 11
		SP:Iteration 26Q (24356.310000 sec): 3 clusters
  Score: Raw -406329.249948 + Penalty 2799.653968 = -403529.595979
  nChanged 4
		SP:Iteration 27Q (24356.510000 sec): 3 clusters
  Score: Raw -406329.907738 + Penalty 2799.653968 = -403530.253770
  nChanged 3
		SP:Iteration 28Q (24356.700000 sec): 3 clusters
  Score: Raw -406330.999868 + Penalty 2799.653968 = -403531.345899
  nChanged 7
		SP:Iteration 29Q (24356.860000 sec): 3 clusters
  Score: Raw -406333.022950 + Penalty 2799.653968 = -403533.368982
  nChanged 10
		SP:Iteration 30Q (24357.060000 sec): 3 clusters
  Score: Raw -406335.488297 + Penalty 2799.653968 = -403535.834329
  nChanged 17
		SP:Iteration 31Q (24357.270000 sec): 3 clusters
  Score: Raw -406339.271242 + Penalty 2799.653968 = -403539.617274
  nChanged 7
		SP:Iteration 32Q (24357.490000 sec): 3 clusters
  Score: Raw -406340.960601 + Penalty 2799.653968 = -403541.306633
  nChanged 9
		SP:Iteration 33Q (24357.690000 sec): 3 clusters
  Score: Raw -406342.570166 + Penalty 2799.653968 = -403542.916198
  nChanged 9
		SP:Iteration 34Q (24357.870000 sec): 3 clusters
  Score: Raw -406344.364819 + Penalty 2799.653968 = -403544.710851
  nChanged 5
		SP:Iteration 35Q (24358.070000 sec): 3 clusters
  Score: Raw -406345.028066 + Penalty 2799.653968 = -403545.374098
  nChanged 2
		SP:Iteration 36Q (24358.240000 sec): 3 clusters
  Score: Raw -406345.147757 + Penalty 2799.653968 = -403545.493789
  nChanged 0
		SP:Iteration 37F (24358.420000 sec): 3 clusters
  Score: Raw -406345.147757 + Penalty 2799.653968 = -403545.493789
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 57 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24358.510000 sec): 2 clusters
  Score: Raw -30630.179858 + Penalty 960.504455 = -29669.675403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24358.730000 sec): 3 clusters
  Score: Raw -30605.688048 + Penalty 1921.008909 = -28684.679138
  nChanged 70
		SP:Iteration 1F (24358.880000 sec): 3 clusters
  Score: Raw -30734.986230 + Penalty 1921.008909 = -28813.977321
  nChanged 17
		SP:Iteration 2Q (24359.060000 sec): 3 clusters
  Score: Raw -30782.982028 + Penalty 1921.008909 = -28861.973119
  nChanged 15
		SP:Iteration 3Q (24359.270000 sec): 3 clusters
  Score: Raw -30817.517944 + Penalty 1921.008909 = -28896.509034
  nChanged 7
		SP:Iteration 4Q (24359.440000 sec): 3 clusters
  Score: Raw -30832.341532 + Penalty 1921.008909 = -28911.332622
  nChanged 4
		SP:Iteration 5Q (24359.610000 sec): 3 clusters
  Score: Raw -30840.179981 + Penalty 1921.008909 = -28919.171072
  nChanged 3
		SP:Iteration 6Q (24359.830000 sec): 3 clusters
  Score: Raw -30851.110948 + Penalty 1921.008909 = -28930.102038
  nChanged 2
		SP:Iteration 7Q (24359.990000 sec): 3 clusters
  Score: Raw -30854.319719 + Penalty 1921.008909 = -28933.310809
  nChanged 0
		SP:Iteration 8F (24360.150000 sec): 3 clusters
  Score: Raw -30854.319719 + Penalty 1921.008909 = -28933.310809
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 58 (5192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24360.300000 sec): 2 clusters
  Score: Raw -441069.440734 + Penalty 1390.167067 = -439679.273667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24360.490000 sec): 3 clusters
  Score: Raw -438296.505274 + Penalty 2780.334134 = -435516.171140
  nChanged 2129
		SP:Iteration 1F (24360.610000 sec): 3 clusters
  Score: Raw -439443.010778 + Penalty 2780.334134 = -436662.676645
  nChanged 395
		SP:Iteration 2F (24360.810000 sec): 3 clusters
  Score: Raw -439660.538861 + Penalty 2780.334134 = -436880.204727
  nChanged 297
		SP:Iteration 3F (24361.010000 sec): 3 clusters
  Score: Raw -439814.602821 + Penalty 2780.334134 = -437034.268687
  nChanged 218
		SP:Iteration 4Q (24361.170000 sec): 3 clusters
  Score: Raw -439936.905336 + Penalty 2780.334134 = -437156.571202
  nChanged 217
		SP:Iteration 5Q (24361.330000 sec): 3 clusters
  Score: Raw -440059.016995 + Penalty 2780.334134 = -437278.682861
  nChanged 215
		SP:Iteration 6Q (24361.510000 sec): 3 clusters
  Score: Raw -440188.416773 + Penalty 2780.334134 = -437408.082639
  nChanged 200
		SP:Iteration 7Q (24361.750000 sec): 3 clusters
  Score: Raw -440327.265041 + Penalty 2780.334134 = -437546.930908
  nChanged 208
		SP:Iteration 8Q (24361.960000 sec): 3 clusters
  Score: Raw -440475.531540 + Penalty 2780.334134 = -437695.197406
  nChanged 210
		SP:Iteration 9Q (24362.170000 sec): 3 clusters
  Score: Raw -440617.436323 + Penalty 2780.334134 = -437837.102189
  nChanged 178
		SP:Iteration 10Q (24362.340000 sec): 3 clusters
  Score: Raw -440726.295341 + Penalty 2780.334134 = -437945.961207
  nChanged 144
		SP:Iteration 11Q (24362.510000 sec): 3 clusters
  Score: Raw -440797.356998 + Penalty 2780.334134 = -438017.022864
  nChanged 123
		SP:Iteration 12Q (24362.690000 sec): 3 clusters
  Score: Raw -440855.226138 + Penalty 2780.334134 = -438074.892004
  nChanged 105
		SP:Iteration 13Q (24362.940000 sec): 3 clusters
  Score: Raw -440893.688647 + Penalty 2780.334134 = -438113.354513
  nChanged 74
		SP:Iteration 14Q (24363.100000 sec): 3 clusters
  Score: Raw -440917.280872 + Penalty 2780.334134 = -438136.946738
  nChanged 57
		SP:Iteration 15Q (24363.310000 sec): 3 clusters
  Score: Raw -440935.885593 + Penalty 2780.334134 = -438155.551459
  nChanged 48
		SP:Iteration 16Q (24363.530000 sec): 3 clusters
  Score: Raw -440949.686454 + Penalty 2780.334134 = -438169.352320
  nChanged 47
		SP:Iteration 17Q (24363.700000 sec): 3 clusters
  Score: Raw -440964.842639 + Penalty 2780.334134 = -438184.508505
  nChanged 64
		SP:Iteration 18Q (24363.900000 sec): 3 clusters
  Score: Raw -440989.406587 + Penalty 2780.334134 = -438209.072453
  nChanged 72
		SP:Iteration 19Q (24364.110000 sec): 3 clusters
  Score: Raw -441015.527154 + Penalty 2780.334134 = -438235.193020
  nChanged 63
		SP:Iteration 20F (24364.310000 sec): 3 clusters
  Score: Raw -441039.321134 + Penalty 2780.334134 = -438258.987000
  nChanged 64
		SP:Iteration 21Q (24364.520000 sec): 3 clusters
  Score: Raw -441061.238673 + Penalty 2780.334134 = -438280.904539
  nChanged 62
		SP:Iteration 22Q (24364.720000 sec): 3 clusters
  Score: Raw -441082.576007 + Penalty 2780.334134 = -438302.241873
  nChanged 61
		SP:Iteration 23Q (24364.870000 sec): 3 clusters
  Score: Raw -441104.727234 + Penalty 2780.334134 = -438324.393100
  nChanged 56
		SP:Iteration 24Q (24365.070000 sec): 3 clusters
  Score: Raw -441124.862623 + Penalty 2780.334134 = -438344.528489
  nChanged 62
		SP:Iteration 25Q (24365.270000 sec): 3 clusters
  Score: Raw -441151.176408 + Penalty 2780.334134 = -438370.842274
  nChanged 49
		SP:Iteration 26Q (24365.450000 sec): 3 clusters
  Score: Raw -441174.020170 + Penalty 2780.334134 = -438393.686036
  nChanged 58
		SP:Iteration 27Q (24365.660000 sec): 3 clusters
  Score: Raw -441196.348125 + Penalty 2780.334134 = -438416.013992
  nChanged 45
		SP:Iteration 28Q (24365.830000 sec): 3 clusters
  Score: Raw -441213.532564 + Penalty 2780.334134 = -438433.198430
  nChanged 49
		SP:Iteration 29Q (24366.050000 sec): 3 clusters
  Score: Raw -441230.988674 + Penalty 2780.334134 = -438450.654540
  nChanged 39
		SP:Iteration 30Q (24366.260000 sec): 3 clusters
  Score: Raw -441244.111791 + Penalty 2780.334134 = -438463.777657
  nChanged 43
		SP:Iteration 31Q (24366.470000 sec): 3 clusters
  Score: Raw -441257.374496 + Penalty 2780.334134 = -438477.040362
  nChanged 34
		SP:Iteration 32Q (24366.620000 sec): 3 clusters
  Score: Raw -441269.588695 + Penalty 2780.334134 = -438489.254561
  nChanged 28
		SP:Iteration 33Q (24366.840000 sec): 3 clusters
  Score: Raw -441277.943424 + Penalty 2780.334134 = -438497.609290
  nChanged 30
		SP:Iteration 34Q (24367.010000 sec): 3 clusters
  Score: Raw -441285.448876 + Penalty 2780.334134 = -438505.114742
  nChanged 26
		SP:Iteration 35Q (24367.180000 sec): 3 clusters
  Score: Raw -441293.045856 + Penalty 2780.334134 = -438512.711722
  nChanged 25
		SP:Iteration 36Q (24367.380000 sec): 3 clusters
  Score: Raw -441302.567371 + Penalty 2780.334134 = -438522.233237
  nChanged 30
		SP:Iteration 37Q (24367.550000 sec): 3 clusters
  Score: Raw -441310.445171 + Penalty 2780.334134 = -438530.111037
  nChanged 28
		SP:Iteration 38Q (24367.780000 sec): 3 clusters
  Score: Raw -441319.102500 + Penalty 2780.334134 = -438538.768366
  nChanged 24
		SP:Iteration 39Q (24367.960000 sec): 3 clusters
  Score: Raw -441324.197086 + Penalty 2780.334134 = -438543.862952
  nChanged 19
		SP:Iteration 40F (24368.140000 sec): 3 clusters
  Score: Raw -441328.127326 + Penalty 2780.334134 = -438547.793192
  nChanged 13
		SP:Iteration 41Q (24368.340000 sec): 3 clusters
  Score: Raw -441330.991119 + Penalty 2780.334134 = -438550.656985
  nChanged 13
		SP:Iteration 42Q (24368.530000 sec): 3 clusters
  Score: Raw -441334.269177 + Penalty 2780.334134 = -438553.935043
  nChanged 17
		SP:Iteration 43Q (24368.750000 sec): 3 clusters
  Score: Raw -441339.110391 + Penalty 2780.334134 = -438558.776257
  nChanged 21
		SP:Iteration 44Q (24368.930000 sec): 3 clusters
  Score: Raw -441344.924697 + Penalty 2780.334134 = -438564.590563
  nChanged 15
		SP:Iteration 45Q (24369.150000 sec): 3 clusters
  Score: Raw -441348.478491 + Penalty 2780.334134 = -438568.144357
  nChanged 13
		SP:Iteration 46Q (24369.370000 sec): 3 clusters
  Score: Raw -441352.091778 + Penalty 2780.334134 = -438571.757644
  nChanged 14
		SP:Iteration 47Q (24369.570000 sec): 3 clusters
  Score: Raw -441356.571360 + Penalty 2780.334134 = -438576.237226
  nChanged 14
		SP:Iteration 48Q (24369.750000 sec): 3 clusters
  Score: Raw -441359.325735 + Penalty 2780.334134 = -438578.991601
  nChanged 8
		SP:Iteration 49Q (24369.930000 sec): 3 clusters
  Score: Raw -441361.095196 + Penalty 2780.334134 = -438580.761062
  nChanged 8
		SP:Iteration 50Q (24370.140000 sec): 3 clusters
  Score: Raw -441362.596938 + Penalty 2780.334134 = -438582.262804
  nChanged 6
		SP:Iteration 51Q (24370.330000 sec): 3 clusters
  Score: Raw -441364.811734 + Penalty 2780.334134 = -438584.477600
  nChanged 9
		SP:Iteration 52Q (24370.550000 sec): 3 clusters
  Score: Raw -441366.522154 + Penalty 2780.334134 = -438586.188020
  nChanged 9
		SP:Iteration 53Q (24370.770000 sec): 3 clusters
  Score: Raw -441368.934928 + Penalty 2780.334134 = -438588.600795
  nChanged 10
		SP:Iteration 54Q (24370.970000 sec): 3 clusters
  Score: Raw -441371.510087 + Penalty 2780.334134 = -438591.175953
  nChanged 10
		SP:Iteration 55Q (24371.130000 sec): 3 clusters
  Score: Raw -441374.420709 + Penalty 2780.334134 = -438594.086575
  nChanged 9
		SP:Iteration 56Q (24371.330000 sec): 3 clusters
  Score: Raw -441376.564193 + Penalty 2780.334134 = -438596.230059
  nChanged 10
		SP:Iteration 57Q (24371.500000 sec): 3 clusters
  Score: Raw -441378.204721 + Penalty 2780.334134 = -438597.870587
  nChanged 7
		SP:Iteration 58Q (24371.710000 sec): 3 clusters
  Score: Raw -441379.024853 + Penalty 2780.334134 = -438598.690719
  nChanged 5
		SP:Iteration 59Q (24371.900000 sec): 3 clusters
  Score: Raw -441379.727661 + Penalty 2780.334134 = -438599.393527
  nChanged 4
		SP:Iteration 60F (24372.080000 sec): 3 clusters
  Score: Raw -441380.098038 + Penalty 2780.334134 = -438599.763904
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 59 (14726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24372.230000 sec): 2 clusters
  Score: Raw -1268303.423194 + Penalty 1559.572612 = -1266743.850583
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24372.490000 sec): 3 clusters
  Score: Raw -1259655.060924 + Penalty 3119.145223 = -1256535.915701
  nChanged 6471
		SP:Iteration 1F (24372.710000 sec): 3 clusters
  Score: Raw -1263010.147424 + Penalty 3119.145223 = -1259891.002201
  nChanged 811
		SP:Iteration 2F (24372.960000 sec): 3 clusters
  Score: Raw -1263362.935251 + Penalty 3119.145223 = -1260243.790028
  nChanged 812
		SP:Iteration 3F (24373.150000 sec): 3 clusters
  Score: Raw -1263801.192779 + Penalty 3119.145223 = -1260682.047556
  nChanged 967
		SP:Iteration 4F (24373.400000 sec): 3 clusters
  Score: Raw -1264395.300570 + Penalty 3119.145223 = -1261276.155346
  nChanged 997
		SP:Iteration 5F (24373.630000 sec): 3 clusters
  Score: Raw -1265020.849494 + Penalty 3119.145223 = -1261901.704271
  nChanged 935
		SP:Iteration 6F (24373.850000 sec): 3 clusters
  Score: Raw -1265595.901295 + Penalty 3119.145223 = -1262476.756071
  nChanged 819
		SP:Iteration 7F (24374.090000 sec): 3 clusters
  Score: Raw -1266074.317456 + Penalty 3119.145223 = -1262955.172232
  nChanged 668
		SP:Iteration 8Q (24374.320000 sec): 3 clusters
  Score: Raw -1266412.130715 + Penalty 3119.145223 = -1263292.985492
  nChanged 544
		SP:Iteration 9Q (24374.550000 sec): 3 clusters
  Score: Raw -1266681.726006 + Penalty 3119.145223 = -1263562.580783
  nChanged 461
		SP:Iteration 10Q (24374.830000 sec): 3 clusters
  Score: Raw -1266950.323745 + Penalty 3119.145223 = -1263831.178522
  nChanged 434
		SP:Iteration 11Q (24375.090000 sec): 3 clusters
  Score: Raw -1267210.892463 + Penalty 3119.145223 = -1264091.747240
  nChanged 392
		SP:Iteration 12Q (24375.360000 sec): 3 clusters
  Score: Raw -1267451.557105 + Penalty 3119.145223 = -1264332.411882
  nChanged 353
		SP:Iteration 13Q (24375.570000 sec): 3 clusters
  Score: Raw -1267656.090952 + Penalty 3119.145223 = -1264536.945729
  nChanged 298
		SP:Iteration 14Q (24375.770000 sec): 3 clusters
  Score: Raw -1267841.041301 + Penalty 3119.145223 = -1264721.896078
  nChanged 259
		SP:Iteration 15Q (24375.990000 sec): 3 clusters
  Score: Raw -1268013.397021 + Penalty 3119.145223 = -1264894.251798
  nChanged 213
		SP:Iteration 16Q (24376.270000 sec): 3 clusters
  Score: Raw -1268149.869981 + Penalty 3119.145223 = -1265030.724758
  nChanged 173
		SP:Iteration 17Q (24376.470000 sec): 3 clusters
  Score: Raw -1268245.746590 + Penalty 3119.145223 = -1265126.601366
  nChanged 128
		SP:Iteration 18Q (24376.700000 sec): 3 clusters
  Score: Raw -1268321.357864 + Penalty 3119.145223 = -1265202.212641
  nChanged 104
		SP:Iteration 19Q (24376.960000 sec): 3 clusters
  Score: Raw -1268392.760826 + Penalty 3119.145223 = -1265273.615602
  nChanged 94
		SP:Iteration 20F (24377.190000 sec): 3 clusters
  Score: Raw -1268447.763947 + Penalty 3119.145223 = -1265328.618723
  nChanged 61
		SP:Iteration 21Q (24377.390000 sec): 3 clusters
  Score: Raw -1268482.328641 + Penalty 3119.145223 = -1265363.183417
  nChanged 54
		SP:Iteration 22Q (24377.620000 sec): 3 clusters
  Score: Raw -1268512.846143 + Penalty 3119.145223 = -1265393.700919
  nChanged 43
		SP:Iteration 23Q (24377.890000 sec): 3 clusters
  Score: Raw -1268541.310705 + Penalty 3119.145223 = -1265422.165482
  nChanged 41
		SP:Iteration 24Q (24378.080000 sec): 3 clusters
  Score: Raw -1268564.406331 + Penalty 3119.145223 = -1265445.261108
  nChanged 32
		SP:Iteration 25Q (24378.330000 sec): 3 clusters
  Score: Raw -1268580.519577 + Penalty 3119.145223 = -1265461.374354
  nChanged 19
		SP:Iteration 26Q (24378.550000 sec): 3 clusters
  Score: Raw -1268591.483585 + Penalty 3119.145223 = -1265472.338361
  nChanged 25
		SP:Iteration 27Q (24378.770000 sec): 3 clusters
  Score: Raw -1268602.205422 + Penalty 3119.145223 = -1265483.060199
  nChanged 23
		SP:Iteration 28Q (24378.980000 sec): 3 clusters
  Score: Raw -1268611.602622 + Penalty 3119.145223 = -1265492.457398
  nChanged 15
		SP:Iteration 29Q (24379.230000 sec): 3 clusters
  Score: Raw -1268616.261110 + Penalty 3119.145223 = -1265497.115887
  nChanged 6
		SP:Iteration 30Q (24379.440000 sec): 3 clusters
  Score: Raw -1268617.974044 + Penalty 3119.145223 = -1265498.828821
  nChanged 5
		SP:Iteration 31Q (24379.660000 sec): 3 clusters
  Score: Raw -1268619.282835 + Penalty 3119.145223 = -1265500.137612
  nChanged 5
		SP:Iteration 32Q (24379.870000 sec): 3 clusters
  Score: Raw -1268622.217348 + Penalty 3119.145223 = -1265503.072125
  nChanged 5
		SP:Iteration 33Q (24380.060000 sec): 3 clusters
  Score: Raw -1268625.274172 + Penalty 3119.145223 = -1265506.128949
  nChanged 5
		SP:Iteration 34Q (24380.310000 sec): 3 clusters
  Score: Raw -1268627.691829 + Penalty 3119.145223 = -1265508.546606
  nChanged 7
		SP:Iteration 35Q (24380.510000 sec): 3 clusters
  Score: Raw -1268630.027319 + Penalty 3119.145223 = -1265510.882095
  nChanged 4
		SP:Iteration 36Q (24380.740000 sec): 3 clusters
  Score: Raw -1268631.579995 + Penalty 3119.145223 = -1265512.434772
  nChanged 4
		SP:Iteration 37Q (24380.910000 sec): 3 clusters
  Score: Raw -1268633.288747 + Penalty 3119.145223 = -1265514.143524
  nChanged 1
		SP:Iteration 38Q (24381.150000 sec): 3 clusters
  Score: Raw -1268633.415803 + Penalty 3119.145223 = -1265514.270580
  nChanged 2
		SP:Iteration 39Q (24381.330000 sec): 3 clusters
  Score: Raw -1268633.862821 + Penalty 3119.145223 = -1265514.717597
  nChanged 3
		SP:Iteration 40F (24381.560000 sec): 3 clusters
  Score: Raw -1268634.883283 + Penalty 3119.145223 = -1265515.738059
  nChanged 4
		SP:Iteration 41Q (24381.810000 sec): 3 clusters
  Score: Raw -1268636.132250 + Penalty 3119.145223 = -1265516.987027
  nChanged 4
		SP:Iteration 42Q (24382.030000 sec): 3 clusters
  Score: Raw -1268637.284287 + Penalty 3119.145223 = -1265518.139064
  nChanged 2
		SP:Iteration 43Q (24382.270000 sec): 3 clusters
  Score: Raw -1268638.225245 + Penalty 3119.145223 = -1265519.080021
  nChanged 3
		SP:Iteration 44Q (24382.470000 sec): 3 clusters
  Score: Raw -1268639.386462 + Penalty 3119.145223 = -1265520.241239
  nChanged 1
		SP:Iteration 45Q (24382.710000 sec): 3 clusters
  Score: Raw -1268639.633258 + Penalty 3119.145223 = -1265520.488035
  nChanged 1
		SP:Iteration 46Q (24382.930000 sec): 3 clusters
  Score: Raw -1268640.173749 + Penalty 3119.145223 = -1265521.028526
  nChanged 3
		SP:Iteration 47Q (24383.140000 sec): 3 clusters
  Score: Raw -1268641.931357 + Penalty 3119.145223 = -1265522.786134
  nChanged 2
		SP:Iteration 48Q (24383.410000 sec): 3 clusters
  Score: Raw -1268643.480007 + Penalty 3119.145223 = -1265524.334784
  nChanged 2
		SP:Iteration 49Q (24383.690000 sec): 3 clusters
  Score: Raw -1268644.448260 + Penalty 3119.145223 = -1265525.303037
  nChanged 1
		SP:Iteration 50Q (24383.920000 sec): 3 clusters
  Score: Raw -1268644.571256 + Penalty 3119.145223 = -1265525.426033
  nChanged 3
		SP:Iteration 51Q (24384.140000 sec): 3 clusters
  Score: Raw -1268645.409572 + Penalty 3119.145223 = -1265526.264349
  nChanged 1
		SP:Iteration 52Q (24384.330000 sec): 3 clusters
  Score: Raw -1268645.530510 + Penalty 3119.145223 = -1265526.385287
  nChanged 0
		SP:Iteration 53F (24384.560000 sec): 3 clusters
  Score: Raw -1268645.530510 + Penalty 3119.145223 = -1265526.385287
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 60 (665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24384.680000 sec): 2 clusters
  Score: Raw -53042.062469 + Penalty 1056.215394 = -51985.847075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24384.830000 sec): 3 clusters
  Score: Raw -52897.884577 + Penalty 2112.430788 = -50785.453789
  nChanged 192
		SP:Iteration 1F (24385.000000 sec): 3 clusters
  Score: Raw -53104.535888 + Penalty 2112.430788 = -50992.105100
  nChanged 52
		SP:Iteration 2F (24385.120000 sec): 3 clusters
  Score: Raw -53190.422767 + Penalty 2112.430788 = -51077.991979
  nChanged 34
		SP:Iteration 3F (24385.290000 sec): 3 clusters
  Score: Raw -53248.461092 + Penalty 2112.430788 = -51136.030304
  nChanged 19
		SP:Iteration 4Q (24385.460000 sec): 3 clusters
  Score: Raw -53277.467299 + Penalty 2112.430788 = -51165.036510
  nChanged 9
		SP:Iteration 5Q (24385.650000 sec): 3 clusters
  Score: Raw -53289.713783 + Penalty 2112.430788 = -51177.282995
  nChanged 5
		SP:Iteration 6Q (24385.820000 sec): 3 clusters
  Score: Raw -53295.482135 + Penalty 2112.430788 = -51183.051346
  nChanged 7
		SP:Iteration 7Q (24385.980000 sec): 3 clusters
  Score: Raw -53303.686901 + Penalty 2112.430788 = -51191.256113
  nChanged 5
		SP:Iteration 8Q (24386.150000 sec): 3 clusters
  Score: Raw -53312.420237 + Penalty 2112.430788 = -51199.989449
  nChanged 8
		SP:Iteration 9Q (24386.330000 sec): 3 clusters
  Score: Raw -53320.387797 + Penalty 2112.430788 = -51207.957009
  nChanged 5
		SP:Iteration 10Q (24386.460000 sec): 3 clusters
  Score: Raw -53325.374900 + Penalty 2112.430788 = -51212.944112
  nChanged 3
		SP:Iteration 11Q (24386.640000 sec): 3 clusters
  Score: Raw -53331.063142 + Penalty 2112.430788 = -51218.632354
  nChanged 2
		SP:Iteration 12Q (24386.840000 sec): 3 clusters
  Score: Raw -53332.333012 + Penalty 2112.430788 = -51219.902224
  nChanged 1
		SP:Iteration 13Q (24386.990000 sec): 3 clusters
  Score: Raw -53332.847725 + Penalty 2112.430788 = -51220.416937
  nChanged 1
		SP:Iteration 14Q (24387.190000 sec): 3 clusters
  Score: Raw -53334.349507 + Penalty 2112.430788 = -51221.918719
  nChanged 3
		SP:Iteration 15Q (24387.340000 sec): 3 clusters
  Score: Raw -53338.199226 + Penalty 2112.430788 = -51225.768438
  nChanged 0
		SP:Iteration 16F (24387.520000 sec): 3 clusters
  Score: Raw -53338.199226 + Penalty 2112.430788 = -51225.768438
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 61 (11326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24387.720000 sec): 2 clusters
  Score: Raw -933174.453314 + Penalty 1516.914140 = -931657.539174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24387.870000 sec): 3 clusters
  Score: Raw -926652.799016 + Penalty 3033.828280 = -923618.970736
  nChanged 5001
		SP:Iteration 1F (24388.080000 sec): 3 clusters
  Score: Raw -929386.536708 + Penalty 3033.828280 = -926352.708428
  nChanged 722
		SP:Iteration 2F (24388.270000 sec): 3 clusters
  Score: Raw -929780.068660 + Penalty 3033.828280 = -926746.240380
  nChanged 657
		SP:Iteration 3F (24388.450000 sec): 3 clusters
  Score: Raw -930195.508335 + Penalty 3033.828280 = -927161.680055
  nChanged 653
		SP:Iteration 4F (24388.700000 sec): 3 clusters
  Score: Raw -930635.184266 + Penalty 3033.828280 = -927601.355986
  nChanged 659
		SP:Iteration 5F (24388.880000 sec): 3 clusters
  Score: Raw -931038.982417 + Penalty 3033.828280 = -928005.154137
  nChanged 617
		SP:Iteration 6F (24389.170000 sec): 3 clusters
  Score: Raw -931486.398799 + Penalty 3033.828280 = -928452.570519
  nChanged 616
		SP:Iteration 7F (24389.360000 sec): 3 clusters
  Score: Raw -931964.056706 + Penalty 3033.828280 = -928930.228426
  nChanged 582
		SP:Iteration 8F (24389.580000 sec): 3 clusters
  Score: Raw -932356.528542 + Penalty 3033.828280 = -929322.700262
  nChanged 464
		SP:Iteration 9Q (24389.800000 sec): 3 clusters
  Score: Raw -932632.853124 + Penalty 3033.828280 = -929599.024844
  nChanged 405
		SP:Iteration 10Q (24390.000000 sec): 3 clusters
  Score: Raw -932848.262145 + Penalty 3033.828280 = -929814.433864
  nChanged 305
		SP:Iteration 11Q (24390.200000 sec): 3 clusters
  Score: Raw -932978.596742 + Penalty 3033.828280 = -929944.768462
  nChanged 237
		SP:Iteration 12Q (24390.440000 sec): 3 clusters
  Score: Raw -933081.031522 + Penalty 3033.828280 = -930047.203242
  nChanged 199
		SP:Iteration 13Q (24390.640000 sec): 3 clusters
  Score: Raw -933158.257422 + Penalty 3033.828280 = -930124.429142
  nChanged 172
		SP:Iteration 14Q (24390.870000 sec): 3 clusters
  Score: Raw -933218.809041 + Penalty 3033.828280 = -930184.980761
  nChanged 144
		SP:Iteration 15Q (24391.090000 sec): 3 clusters
  Score: Raw -933268.116820 + Penalty 3033.828280 = -930234.288539
  nChanged 125
		SP:Iteration 16Q (24391.310000 sec): 3 clusters
  Score: Raw -933302.179034 + Penalty 3033.828280 = -930268.350754
  nChanged 86
		SP:Iteration 17Q (24391.530000 sec): 3 clusters
  Score: Raw -933322.779134 + Penalty 3033.828280 = -930288.950853
  nChanged 62
		SP:Iteration 18Q (24391.710000 sec): 3 clusters
  Score: Raw -933338.912185 + Penalty 3033.828280 = -930305.083905
  nChanged 52
		SP:Iteration 19Q (24391.960000 sec): 3 clusters
  Score: Raw -933349.661325 + Penalty 3033.828280 = -930315.833045
  nChanged 51
		SP:Iteration 20F (24392.130000 sec): 3 clusters
  Score: Raw -933361.791651 + Penalty 3033.828280 = -930327.963371
  nChanged 63
		SP:Iteration 21Q (24392.350000 sec): 3 clusters
  Score: Raw -933376.642507 + Penalty 3033.828280 = -930342.814227
  nChanged 59
		SP:Iteration 22Q (24392.600000 sec): 3 clusters
  Score: Raw -933388.989012 + Penalty 3033.828280 = -930355.160732
  nChanged 52
		SP:Iteration 23Q (24392.760000 sec): 3 clusters
  Score: Raw -933397.661938 + Penalty 3033.828280 = -930363.833658
  nChanged 46
		SP:Iteration 24Q (24393.000000 sec): 3 clusters
  Score: Raw -933406.405111 + Penalty 3033.828280 = -930372.576831
  nChanged 48
		SP:Iteration 25Q (24393.230000 sec): 3 clusters
  Score: Raw -933416.013519 + Penalty 3033.828280 = -930382.185238
  nChanged 42
		SP:Iteration 26Q (24393.360000 sec): 3 clusters
  Score: Raw -933423.559429 + Penalty 3033.828280 = -930389.731148
  nChanged 45
		SP:Iteration 27Q (24393.570000 sec): 3 clusters
  Score: Raw -933430.413618 + Penalty 3033.828280 = -930396.585338
  nChanged 40
		SP:Iteration 28Q (24393.770000 sec): 3 clusters
  Score: Raw -933436.614289 + Penalty 3033.828280 = -930402.786009
  nChanged 31
		SP:Iteration 29Q (24393.950000 sec): 3 clusters
  Score: Raw -933441.747594 + Penalty 3033.828280 = -930407.919314
  nChanged 29
		SP:Iteration 30Q (24394.210000 sec): 3 clusters
  Score: Raw -933446.094248 + Penalty 3033.828280 = -930412.265968
  nChanged 34
		SP:Iteration 31Q (24394.430000 sec): 3 clusters
  Score: Raw -933451.701745 + Penalty 3033.828280 = -930417.873465
  nChanged 29
		SP:Iteration 32Q (24394.630000 sec): 3 clusters
  Score: Raw -933455.632972 + Penalty 3033.828280 = -930421.804692
  nChanged 23
		SP:Iteration 33Q (24394.890000 sec): 3 clusters
  Score: Raw -933458.465608 + Penalty 3033.828280 = -930424.637328
  nChanged 25
		SP:Iteration 34Q (24395.070000 sec): 3 clusters
  Score: Raw -933461.609508 + Penalty 3033.828280 = -930427.781227
  nChanged 22
		SP:Iteration 35Q (24395.300000 sec): 3 clusters
  Score: Raw -933463.683468 + Penalty 3033.828280 = -930429.855188
  nChanged 9
		SP:Iteration 36Q (24395.550000 sec): 3 clusters
  Score: Raw -933464.592739 + Penalty 3033.828280 = -930430.764458
  nChanged 11
		SP:Iteration 37Q (24395.690000 sec): 3 clusters
  Score: Raw -933465.839865 + Penalty 3033.828280 = -930432.011585
  nChanged 12
		SP:Iteration 38Q (24395.890000 sec): 3 clusters
  Score: Raw -933467.482600 + Penalty 3033.828280 = -930433.654320
  nChanged 13
		SP:Iteration 39Q (24396.110000 sec): 3 clusters
  Score: Raw -933469.201773 + Penalty 3033.828280 = -930435.373493
  nChanged 13
		SP:Iteration 40F (24396.320000 sec): 3 clusters
  Score: Raw -933470.514114 + Penalty 3033.828280 = -930436.685834
  nChanged 16
		SP:Iteration 41Q (24396.560000 sec): 3 clusters
  Score: Raw -933473.018591 + Penalty 3033.828280 = -930439.190310
  nChanged 20
		SP:Iteration 42Q (24396.790000 sec): 3 clusters
  Score: Raw -933476.376667 + Penalty 3033.828280 = -930442.548387
  nChanged 22
		SP:Iteration 43Q (24396.980000 sec): 3 clusters
  Score: Raw -933478.821390 + Penalty 3033.828280 = -930444.993110
  nChanged 17
		SP:Iteration 44Q (24397.220000 sec): 3 clusters
  Score: Raw -933480.724508 + Penalty 3033.828280 = -930446.896228
  nChanged 17
		SP:Iteration 45Q (24397.430000 sec): 3 clusters
  Score: Raw -933483.002006 + Penalty 3033.828280 = -930449.173726
  nChanged 21
		SP:Iteration 46Q (24397.650000 sec): 3 clusters
  Score: Raw -933486.526141 + Penalty 3033.828280 = -930452.697861
  nChanged 25
		SP:Iteration 47Q (24397.850000 sec): 3 clusters
  Score: Raw -933490.425173 + Penalty 3033.828280 = -930456.596893
  nChanged 24
		SP:Iteration 48Q (24398.040000 sec): 3 clusters
  Score: Raw -933493.787086 + Penalty 3033.828280 = -930459.958805
  nChanged 16
		SP:Iteration 49Q (24398.270000 sec): 3 clusters
  Score: Raw -933495.974791 + Penalty 3033.828280 = -930462.146511
  nChanged 20
		SP:Iteration 50Q (24398.450000 sec): 3 clusters
  Score: Raw -933499.833500 + Penalty 3033.828280 = -930466.005220
  nChanged 21
		SP:Iteration 51Q (24398.690000 sec): 3 clusters
  Score: Raw -933503.278319 + Penalty 3033.828280 = -930469.450039
  nChanged 19
		SP:Iteration 52Q (24398.930000 sec): 3 clusters
  Score: Raw -933505.899524 + Penalty 3033.828280 = -930472.071244
  nChanged 22
		SP:Iteration 53Q (24399.160000 sec): 3 clusters
  Score: Raw -933508.728662 + Penalty 3033.828280 = -930474.900382
  nChanged 20
		SP:Iteration 54Q (24399.340000 sec): 3 clusters
  Score: Raw -933511.204521 + Penalty 3033.828280 = -930477.376241
  nChanged 16
		SP:Iteration 55Q (24399.570000 sec): 3 clusters
  Score: Raw -933513.082101 + Penalty 3033.828280 = -930479.253821
  nChanged 12
		SP:Iteration 56Q (24399.760000 sec): 3 clusters
  Score: Raw -933514.933328 + Penalty 3033.828280 = -930481.105047
  nChanged 13
		SP:Iteration 57Q (24399.980000 sec): 3 clusters
  Score: Raw -933516.431555 + Penalty 3033.828280 = -930482.603274
  nChanged 7
		SP:Iteration 58Q (24400.170000 sec): 3 clusters
  Score: Raw -933517.255044 + Penalty 3033.828280 = -930483.426764
  nChanged 5
		SP:Iteration 59Q (24400.440000 sec): 3 clusters
  Score: Raw -933517.540094 + Penalty 3033.828280 = -930483.711814
  nChanged 2
		SP:Iteration 60F (24400.680000 sec): 3 clusters
  Score: Raw -933517.756266 + Penalty 3033.828280 = -930483.927986
  nChanged 2
		SP:Iteration 61Q (24400.880000 sec): 3 clusters
  Score: Raw -933517.869684 + Penalty 3033.828280 = -930484.041404
  nChanged 1
		SP:Iteration 62Q (24401.070000 sec): 3 clusters
  Score: Raw -933517.978679 + Penalty 3033.828280 = -930484.150399
  nChanged 0
		SP:Iteration 63F (24401.320000 sec): 3 clusters
  Score: Raw -933517.978679 + Penalty 3033.828280 = -930484.150399
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 62 (26082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24401.460000 sec): 2 clusters
  Score: Raw -2470516.842354 + Penalty 1652.462614 = -2468864.379740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24401.780000 sec): 3 clusters
  Score: Raw -2454438.282347 + Penalty 3304.925228 = -2451133.357120
  nChanged 11995
		SP:Iteration 1F (24402.030000 sec): 3 clusters
  Score: Raw -2460929.308372 + Penalty 3304.925228 = -2457624.383144
  nChanged 1069
		SP:Iteration 2Q (24402.290000 sec): 3 clusters
  Score: Raw -2461245.746629 + Penalty 3304.925228 = -2457940.821402
  nChanged 1034
		SP:Iteration 3Q (24402.600000 sec): 3 clusters
  Score: Raw -2461557.616676 + Penalty 3304.925228 = -2458252.691448
  nChanged 990
		SP:Iteration 4Q (24402.950000 sec): 3 clusters
  Score: Raw -2461887.867020 + Penalty 3304.925228 = -2458582.941792
  nChanged 1068
		SP:Iteration 5Q (24403.250000 sec): 3 clusters
  Score: Raw -2462311.517155 + Penalty 3304.925228 = -2459006.591927
  nChanged 1291
		SP:Iteration 6Q (24403.530000 sec): 3 clusters
  Score: Raw -2462957.524511 + Penalty 3304.925228 = -2459652.599283
  nChanged 1550
		SP:Iteration 7F (24403.810000 sec): 3 clusters
  Score: Raw -2463966.297029 + Penalty 3304.925228 = -2460661.371802
  nChanged 1892
		SP:Iteration 8F (24404.120000 sec): 3 clusters
  Score: Raw -2465512.329075 + Penalty 3304.925228 = -2462207.403848
  nChanged 2052
		SP:Iteration 9F (24404.450000 sec): 3 clusters
  Score: Raw -2467405.671372 + Penalty 3304.925228 = -2464100.746144
  nChanged 1603
		SP:Iteration 10F (24404.710000 sec): 3 clusters
  Score: Raw -2468953.253326 + Penalty 3304.925228 = -2465648.328098
  nChanged 947
		SP:Iteration 11Q (24404.940000 sec): 3 clusters
  Score: Raw -2469859.206163 + Penalty 3304.925228 = -2466554.280936
  nChanged 449
		SP:Iteration 12Q (24405.190000 sec): 3 clusters
  Score: Raw -2470300.244329 + Penalty 3304.925228 = -2466995.319101
  nChanged 191
		SP:Iteration 13Q (24405.530000 sec): 3 clusters
  Score: Raw -2470506.032892 + Penalty 3304.925228 = -2467201.107664
  nChanged 68
		SP:Iteration 14Q (24405.780000 sec): 3 clusters
  Score: Raw -2470593.702535 + Penalty 3304.925228 = -2467288.777308
  nChanged 36
		SP:Iteration 15Q (24406.040000 sec): 3 clusters
  Score: Raw -2470639.355717 + Penalty 3304.925228 = -2467334.430490
  nChanged 20
		SP:Iteration 16Q (24406.290000 sec): 3 clusters
  Score: Raw -2470665.541402 + Penalty 3304.925228 = -2467360.616174
  nChanged 13
		SP:Iteration 17Q (24406.570000 sec): 3 clusters
  Score: Raw -2470680.728580 + Penalty 3304.925228 = -2467375.803352
  nChanged 7
		SP:Iteration 18Q (24406.840000 sec): 3 clusters
  Score: Raw -2470693.525250 + Penalty 3304.925228 = -2467388.600023
  nChanged 7
		SP:Iteration 19Q (24407.090000 sec): 3 clusters
  Score: Raw -2470702.539797 + Penalty 3304.925228 = -2467397.614569
  nChanged 7
		SP:Iteration 20F (24407.370000 sec): 3 clusters
  Score: Raw -2470712.619454 + Penalty 3304.925228 = -2467407.694226
  nChanged 2
		SP:Iteration 21Q (24407.610000 sec): 3 clusters
  Score: Raw -2470715.700383 + Penalty 3304.925228 = -2467410.775156
  nChanged 0
		SP:Iteration 22F (24407.890000 sec): 3 clusters
  Score: Raw -2470715.700383 + Penalty 3304.925228 = -2467410.775156
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 63 (1270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24408.010000 sec): 2 clusters
  Score: Raw -89922.074495 + Penalty 1161.350479 = -88760.724016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24408.140000 sec): 3 clusters
  Score: Raw -89494.887936 + Penalty 2322.700958 = -87172.186978
  nChanged 432
		SP:Iteration 1F (24408.300000 sec): 3 clusters
  Score: Raw -90004.729040 + Penalty 2322.700958 = -87682.028082
  nChanged 118
		SP:Iteration 2F (24408.500000 sec): 3 clusters
  Score: Raw -90217.637344 + Penalty 2322.700958 = -87894.936386
  nChanged 85
		SP:Iteration 3F (24408.640000 sec): 3 clusters
  Score: Raw -90340.004055 + Penalty 2322.700958 = -88017.303097
  nChanged 57
		SP:Iteration 4Q (24408.800000 sec): 3 clusters
  Score: Raw -90418.259028 + Penalty 2322.700958 = -88095.558070
  nChanged 46
		SP:Iteration 5Q (24408.960000 sec): 3 clusters
  Score: Raw -90483.601079 + Penalty 2322.700958 = -88160.900121
  nChanged 42
		SP:Iteration 6Q (24409.140000 sec): 3 clusters
  Score: Raw -90565.879799 + Penalty 2322.700958 = -88243.178840
  nChanged 45
		SP:Iteration 7Q (24409.240000 sec): 3 clusters
  Score: Raw -90623.480774 + Penalty 2322.700958 = -88300.779816
  nChanged 35
		SP:Iteration 8Q (24409.420000 sec): 3 clusters
  Score: Raw -90680.800225 + Penalty 2322.700958 = -88358.099267
  nChanged 32
		SP:Iteration 9Q (24409.590000 sec): 3 clusters
  Score: Raw -90738.689663 + Penalty 2322.700958 = -88415.988705
  nChanged 32
		SP:Iteration 10Q (24409.760000 sec): 3 clusters
  Score: Raw -90793.468475 + Penalty 2322.700958 = -88470.767517
  nChanged 31
		SP:Iteration 11Q (24409.930000 sec): 3 clusters
  Score: Raw -90846.137377 + Penalty 2322.700958 = -88523.436418
  nChanged 25
		SP:Iteration 12Q (24410.130000 sec): 3 clusters
  Score: Raw -90881.520739 + Penalty 2322.700958 = -88558.819780
  nChanged 18
		SP:Iteration 13Q (24410.300000 sec): 3 clusters
  Score: Raw -90918.089622 + Penalty 2322.700958 = -88595.388663
  nChanged 19
		SP:Iteration 14Q (24410.480000 sec): 3 clusters
  Score: Raw -90942.483118 + Penalty 2322.700958 = -88619.782160
  nChanged 14
		SP:Iteration 15Q (24410.660000 sec): 3 clusters
  Score: Raw -90962.382176 + Penalty 2322.700958 = -88639.681217
  nChanged 11
		SP:Iteration 16Q (24410.780000 sec): 3 clusters
  Score: Raw -90983.622061 + Penalty 2322.700958 = -88660.921102
  nChanged 7
		SP:Iteration 17Q (24410.970000 sec): 3 clusters
  Score: Raw -90995.559386 + Penalty 2322.700958 = -88672.858428
  nChanged 2
		SP:Iteration 18Q (24411.140000 sec): 3 clusters
  Score: Raw -91000.131652 + Penalty 2322.700958 = -88677.430694
  nChanged 6
		SP:Iteration 19Q (24411.290000 sec): 3 clusters
  Score: Raw -91012.190001 + Penalty 2322.700958 = -88689.489043
  nChanged 8
		SP:Iteration 20F (24411.430000 sec): 3 clusters
  Score: Raw -91035.303009 + Penalty 2322.700958 = -88712.602051
  nChanged 10
		SP:Iteration 21Q (24411.560000 sec): 3 clusters
  Score: Raw -91054.407437 + Penalty 2322.700958 = -88731.706478
  nChanged 9
		SP:Iteration 22Q (24411.690000 sec): 3 clusters
  Score: Raw -91076.947997 + Penalty 2322.700958 = -88754.247039
  nChanged 5
		SP:Iteration 23Q (24411.820000 sec): 3 clusters
  Score: Raw -91088.928366 + Penalty 2322.700958 = -88766.227408
  nChanged 7
		SP:Iteration 24Q (24411.970000 sec): 3 clusters
  Score: Raw -91095.859677 + Penalty 2322.700958 = -88773.158718
  nChanged 2
		SP:Iteration 25Q (24412.180000 sec): 3 clusters
  Score: Raw -91098.366896 + Penalty 2322.700958 = -88775.665938
  nChanged 1
		SP:Iteration 26Q (24412.370000 sec): 3 clusters
  Score: Raw -91098.808792 + Penalty 2322.700958 = -88776.107834
  nChanged 0
		SP:Iteration 27F (24412.500000 sec): 3 clusters
  Score: Raw -91098.808792 + Penalty 2322.700958 = -88776.107834
  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 10.68 GB.

 Trying to split cluster 64 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24412.600000 sec): 2 clusters
  Score: Raw -36967.533101 + Penalty 986.494881 = -35981.038220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24412.770000 sec): 3 clusters
  Score: Raw -36929.590998 + Penalty 1972.989762 = -34956.601237
  nChanged 87
		SP:Iteration 1F (24412.960000 sec): 3 clusters
  Score: Raw -37145.297988 + Penalty 1972.989762 = -35172.308227
  nChanged 38
		SP:Iteration 2F (24413.070000 sec): 3 clusters
  Score: Raw -37301.107699 + Penalty 1972.989762 = -35328.117938
  nChanged 26
		SP:Iteration 3F (24413.260000 sec): 3 clusters
  Score: Raw -37514.692009 + Penalty 1972.989762 = -35541.702247
  nChanged 19
		SP:Iteration 4Q (24413.400000 sec): 3 clusters
  Score: Raw -37697.464091 + Penalty 1972.989762 = -35724.474329
  nChanged 20
		SP:Iteration 5Q (24413.520000 sec): 3 clusters
  Score: Raw -37808.291997 + Penalty 1972.989762 = -35835.302235
  nChanged 4
		SP:Iteration 6Q (24413.670000 sec): 3 clusters
  Score: Raw -37816.007782 + Penalty 1972.989762 = -35843.018020
  nChanged 0
		SP:Iteration 7F (24413.760000 sec): 3 clusters
  Score: Raw -37816.007782 + Penalty 1972.989762 = -35843.018020
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 65 (1585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24413.820000 sec): 2 clusters
  Score: Raw -131731.727196 + Penalty 1197.355199 = -130534.371997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24414.020000 sec): 3 clusters
  Score: Raw -131122.045109 + Penalty 2394.710398 = -128727.334711
  nChanged 514
		SP:Iteration 1F (24414.170000 sec): 3 clusters
  Score: Raw -131535.571553 + Penalty 2394.710398 = -129140.861155
  nChanged 118
		SP:Iteration 2F (24414.370000 sec): 3 clusters
  Score: Raw -131642.500151 + Penalty 2394.710398 = -129247.789753
  nChanged 86
		SP:Iteration 3F (24414.550000 sec): 3 clusters
  Score: Raw -131714.072044 + Penalty 2394.710398 = -129319.361646
  nChanged 52
		SP:Iteration 4Q (24414.760000 sec): 3 clusters
  Score: Raw -131753.817030 + Penalty 2394.710398 = -129359.106632
  nChanged 42
		SP:Iteration 5Q (24414.910000 sec): 3 clusters
  Score: Raw -131785.999559 + Penalty 2394.710398 = -129391.289161
  nChanged 31
		SP:Iteration 6Q (24415.090000 sec): 3 clusters
  Score: Raw -131808.004698 + Penalty 2394.710398 = -129413.294300
  nChanged 19
		SP:Iteration 7Q (24415.250000 sec): 3 clusters
  Score: Raw -131823.662562 + Penalty 2394.710398 = -129428.952164
  nChanged 21
		SP:Iteration 8Q (24415.420000 sec): 3 clusters
  Score: Raw -131840.559378 + Penalty 2394.710398 = -129445.848980
  nChanged 27
		SP:Iteration 9Q (24415.530000 sec): 3 clusters
  Score: Raw -131858.235784 + Penalty 2394.710398 = -129463.525386
  nChanged 20
		SP:Iteration 10Q (24415.660000 sec): 3 clusters
  Score: Raw -131870.021142 + Penalty 2394.710398 = -129475.310744
  nChanged 18
		SP:Iteration 11Q (24415.780000 sec): 3 clusters
  Score: Raw -131879.654809 + Penalty 2394.710398 = -129484.944411
  nChanged 7
		SP:Iteration 12Q (24415.960000 sec): 3 clusters
  Score: Raw -131885.190248 + Penalty 2394.710398 = -129490.479850
  nChanged 9
		SP:Iteration 13Q (24416.120000 sec): 3 clusters
  Score: Raw -131894.042517 + Penalty 2394.710398 = -129499.332119
  nChanged 13
		SP:Iteration 14Q (24416.310000 sec): 3 clusters
  Score: Raw -131901.908549 + Penalty 2394.710398 = -129507.198151
  nChanged 12
		SP:Iteration 15Q (24416.520000 sec): 3 clusters
  Score: Raw -131907.922088 + Penalty 2394.710398 = -129513.211690
  nChanged 7
		SP:Iteration 16Q (24416.680000 sec): 3 clusters
  Score: Raw -131911.341038 + Penalty 2394.710398 = -129516.630640
  nChanged 9
		SP:Iteration 17Q (24416.860000 sec): 3 clusters
  Score: Raw -131917.076540 + Penalty 2394.710398 = -129522.366142
  nChanged 8
		SP:Iteration 18Q (24417.050000 sec): 3 clusters
  Score: Raw -131922.091544 + Penalty 2394.710398 = -129527.381146
  nChanged 7
		SP:Iteration 19Q (24417.220000 sec): 3 clusters
  Score: Raw -131925.272587 + Penalty 2394.710398 = -129530.562189
  nChanged 5
		SP:Iteration 20F (24417.430000 sec): 3 clusters
  Score: Raw -131929.902180 + Penalty 2394.710398 = -129535.191782
  nChanged 3
		SP:Iteration 21Q (24417.600000 sec): 3 clusters
  Score: Raw -131934.972886 + Penalty 2394.710398 = -129540.262488
  nChanged 11
		SP:Iteration 22Q (24417.770000 sec): 3 clusters
  Score: Raw -131944.898900 + Penalty 2394.710398 = -129550.188502
  nChanged 10
		SP:Iteration 23Q (24417.950000 sec): 3 clusters
  Score: Raw -131953.649422 + Penalty 2394.710398 = -129558.939024
  nChanged 8
		SP:Iteration 24Q (24418.100000 sec): 3 clusters
  Score: Raw -131958.372121 + Penalty 2394.710398 = -129563.661723
  nChanged 12
		SP:Iteration 25Q (24418.330000 sec): 3 clusters
  Score: Raw -131965.165365 + Penalty 2394.710398 = -129570.454967
  nChanged 12
		SP:Iteration 26Q (24418.500000 sec): 3 clusters
  Score: Raw -131974.960286 + Penalty 2394.710398 = -129580.249888
  nChanged 13
		SP:Iteration 27Q (24418.640000 sec): 3 clusters
  Score: Raw -131985.428405 + Penalty 2394.710398 = -129590.718007
  nChanged 13
		SP:Iteration 28Q (24418.820000 sec): 3 clusters
  Score: Raw -131994.605807 + Penalty 2394.710398 = -129599.895409
  nChanged 14
		SP:Iteration 29Q (24419.010000 sec): 3 clusters
  Score: Raw -132005.483328 + Penalty 2394.710398 = -129610.772930
  nChanged 9
		SP:Iteration 30Q (24419.160000 sec): 3 clusters
  Score: Raw -132015.223953 + Penalty 2394.710398 = -129620.513555
  nChanged 11
		SP:Iteration 31Q (24419.350000 sec): 3 clusters
  Score: Raw -132022.531301 + Penalty 2394.710398 = -129627.820903
  nChanged 5
		SP:Iteration 32Q (24419.540000 sec): 3 clusters
  Score: Raw -132025.245916 + Penalty 2394.710398 = -129630.535518
  nChanged 3
		SP:Iteration 33Q (24419.710000 sec): 3 clusters
  Score: Raw -132026.646817 + Penalty 2394.710398 = -129631.936419
  nChanged 1
		SP:Iteration 34Q (24419.850000 sec): 3 clusters
  Score: Raw -132027.349789 + Penalty 2394.710398 = -129632.639391
  nChanged 3
		SP:Iteration 35Q (24420.010000 sec): 3 clusters
  Score: Raw -132029.530763 + Penalty 2394.710398 = -129634.820365
  nChanged 3
		SP:Iteration 36Q (24420.190000 sec): 3 clusters
  Score: Raw -132031.082738 + Penalty 2394.710398 = -129636.372340
  nChanged 3
		SP:Iteration 37Q (24420.310000 sec): 3 clusters
  Score: Raw -132032.553432 + Penalty 2394.710398 = -129637.843034
  nChanged 5
		SP:Iteration 38Q (24420.530000 sec): 3 clusters
  Score: Raw -132037.260763 + Penalty 2394.710398 = -129642.550365
  nChanged 4
		SP:Iteration 39Q (24420.730000 sec): 3 clusters
  Score: Raw -132042.074981 + Penalty 2394.710398 = -129647.364583
  nChanged 6
		SP:Iteration 40F (24420.870000 sec): 3 clusters
  Score: Raw -132046.464789 + Penalty 2394.710398 = -129651.754390
  nChanged 4
		SP:Iteration 41Q (24421.050000 sec): 3 clusters
  Score: Raw -132048.595366 + Penalty 2394.710398 = -129653.884968
  nChanged 4
		SP:Iteration 42Q (24421.250000 sec): 3 clusters
  Score: Raw -132050.306300 + Penalty 2394.710398 = -129655.595902
  nChanged 4
		SP:Iteration 43Q (24421.430000 sec): 3 clusters
  Score: Raw -132053.677529 + Penalty 2394.710398 = -129658.967131
  nChanged 3
		SP:Iteration 44Q (24421.590000 sec): 3 clusters
  Score: Raw -132055.084802 + Penalty 2394.710398 = -129660.374404
  nChanged 0
		SP:Iteration 45F (24421.730000 sec): 3 clusters
  Score: Raw -132055.084802 + Penalty 2394.710398 = -129660.374404
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 66 (450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24421.830000 sec): 2 clusters
  Score: Raw -36746.869961 + Penalty 992.752732 = -35754.117229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24421.960000 sec): 3 clusters
  Score: Raw -36713.208105 + Penalty 1985.505464 = -34727.702640
  nChanged 86
		SP:Iteration 1F (24422.070000 sec): 3 clusters
  Score: Raw -36824.035102 + Penalty 1985.505464 = -34838.529638
  nChanged 24
		SP:Iteration 2F (24422.190000 sec): 3 clusters
  Score: Raw -36862.219781 + Penalty 1985.505464 = -34876.714316
  nChanged 20
		SP:Iteration 3Q (24422.350000 sec): 3 clusters
  Score: Raw -36899.546440 + Penalty 1985.505464 = -34914.040976
  nChanged 8
		SP:Iteration 4Q (24422.530000 sec): 3 clusters
  Score: Raw -36916.285185 + Penalty 1985.505464 = -34930.779721
  nChanged 6
		SP:Iteration 5Q (24422.690000 sec): 3 clusters
  Score: Raw -36929.746702 + Penalty 1985.505464 = -34944.241237
  nChanged 6
		SP:Iteration 6Q (24422.860000 sec): 3 clusters
  Score: Raw -36940.183764 + Penalty 1985.505464 = -34954.678300
  nChanged 3
		SP:Iteration 7Q (24423.000000 sec): 3 clusters
  Score: Raw -36945.020936 + Penalty 1985.505464 = -34959.515472
  nChanged 4
		SP:Iteration 8Q (24423.180000 sec): 3 clusters
  Score: Raw -36949.584249 + Penalty 1985.505464 = -34964.078784
  nChanged 1
		SP:Iteration 9Q (24423.360000 sec): 3 clusters
  Score: Raw -36950.695542 + Penalty 1985.505464 = -34965.190078
  nChanged 1
		SP:Iteration 10Q (24423.560000 sec): 3 clusters
  Score: Raw -36952.223481 + Penalty 1985.505464 = -34966.718016
  nChanged 0
		SP:Iteration 11F (24423.730000 sec): 3 clusters
  Score: Raw -36952.223481 + Penalty 1985.505464 = -34966.718016
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 67 (2742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24423.820000 sec): 2 clusters
  Score: Raw -224710.942194 + Penalty 1286.421965 = -223424.520229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24424.040000 sec): 3 clusters
  Score: Raw -223451.542049 + Penalty 2572.843930 = -220878.698120
  nChanged 1025
		SP:Iteration 1F (24424.350000 sec): 3 clusters
  Score: Raw -224048.054698 + Penalty 2572.843930 = -221475.210769
  nChanged 238
		SP:Iteration 2F (24424.620000 sec): 3 clusters
  Score: Raw -224230.605618 + Penalty 2572.843930 = -221657.761689
  nChanged 178
		SP:Iteration 3F (24424.850000 sec): 3 clusters
  Score: Raw -224357.335494 + Penalty 2572.843930 = -221784.491565
  nChanged 133
		SP:Iteration 4Q (24425.130000 sec): 3 clusters
  Score: Raw -224452.130304 + Penalty 2572.843930 = -221879.286374
  nChanged 101
		SP:Iteration 5Q (24425.370000 sec): 3 clusters
  Score: Raw -224523.994639 + Penalty 2572.843930 = -221951.150709
  nChanged 93
		SP:Iteration 6Q (24425.620000 sec): 3 clusters
  Score: Raw -224587.474859 + Penalty 2572.843930 = -222014.630929
  nChanged 90
		SP:Iteration 7Q (24425.780000 sec): 3 clusters
  Score: Raw -224645.962809 + Penalty 2572.843930 = -222073.118879
  nChanged 67
		SP:Iteration 8Q (24425.950000 sec): 3 clusters
  Score: Raw -224694.047642 + Penalty 2572.843930 = -222121.203712
  nChanged 67
		SP:Iteration 9Q (24426.150000 sec): 3 clusters
  Score: Raw -224741.202634 + Penalty 2572.843930 = -222168.358705
  nChanged 70
		SP:Iteration 10Q (24426.330000 sec): 3 clusters
  Score: Raw -224796.089656 + Penalty 2572.843930 = -222223.245727
  nChanged 72
		SP:Iteration 11Q (24426.510000 sec): 3 clusters
  Score: Raw -224855.494712 + Penalty 2572.843930 = -222282.650783
  nChanged 71
		SP:Iteration 12Q (24426.690000 sec): 3 clusters
  Score: Raw -224905.234218 + Penalty 2572.843930 = -222332.390289
  nChanged 70
		SP:Iteration 13Q (24426.810000 sec): 3 clusters
  Score: Raw -224956.907748 + Penalty 2572.843930 = -222384.063819
  nChanged 69
		SP:Iteration 14Q (24426.970000 sec): 3 clusters
  Score: Raw -225014.110592 + Penalty 2572.843930 = -222441.266662
  nChanged 65
		SP:Iteration 15Q (24427.150000 sec): 3 clusters
  Score: Raw -225077.512052 + Penalty 2572.843930 = -222504.668123
  nChanged 62
		SP:Iteration 16Q (24427.290000 sec): 3 clusters
  Score: Raw -225144.206414 + Penalty 2572.843930 = -222571.362485
  nChanged 64
		SP:Iteration 17Q (24427.440000 sec): 3 clusters
  Score: Raw -225198.572684 + Penalty 2572.843930 = -222625.728754
  nChanged 53
		SP:Iteration 18Q (24427.550000 sec): 3 clusters
  Score: Raw -225234.834207 + Penalty 2572.843930 = -222661.990278
  nChanged 34
		SP:Iteration 19Q (24427.720000 sec): 3 clusters
  Score: Raw -225260.846844 + Penalty 2572.843930 = -222688.002915
  nChanged 34
		SP:Iteration 20F (24427.850000 sec): 3 clusters
  Score: Raw -225286.178825 + Penalty 2572.843930 = -222713.334895
  nChanged 28
		SP:Iteration 21Q (24428.020000 sec): 3 clusters
  Score: Raw -225305.299785 + Penalty 2572.843930 = -222732.455856
  nChanged 16
		SP:Iteration 22Q (24428.180000 sec): 3 clusters
  Score: Raw -225314.944902 + Penalty 2572.843930 = -222742.100973
  nChanged 19
		SP:Iteration 23Q (24428.350000 sec): 3 clusters
  Score: Raw -225325.061681 + Penalty 2572.843930 = -222752.217751
  nChanged 14
		SP:Iteration 24Q (24428.530000 sec): 3 clusters
  Score: Raw -225331.114608 + Penalty 2572.843930 = -222758.270679
  nChanged 7
		SP:Iteration 25Q (24428.710000 sec): 3 clusters
  Score: Raw -225334.614352 + Penalty 2572.843930 = -222761.770422
  nChanged 7
		SP:Iteration 26Q (24428.910000 sec): 3 clusters
  Score: Raw -225338.685566 + Penalty 2572.843930 = -222765.841636
  nChanged 7
		SP:Iteration 27Q (24429.100000 sec): 3 clusters
  Score: Raw -225342.141550 + Penalty 2572.843930 = -222769.297620
  nChanged 3
		SP:Iteration 28Q (24429.270000 sec): 3 clusters
  Score: Raw -225343.582987 + Penalty 2572.843930 = -222770.739058
  nChanged 1
		SP:Iteration 29Q (24429.450000 sec): 3 clusters
  Score: Raw -225343.814769 + Penalty 2572.843930 = -222770.970840
  nChanged 1
		SP:Iteration 30Q (24429.630000 sec): 3 clusters
  Score: Raw -225344.091863 + Penalty 2572.843930 = -222771.247934
  nChanged 0
		SP:Iteration 31F (24429.810000 sec): 3 clusters
  Score: Raw -225344.091863 + Penalty 2572.843930 = -222771.247934
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 68 (5529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24429.900000 sec): 2 clusters
  Score: Raw -458550.826882 + Penalty 1400.386365 = -457150.440517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24430.050000 sec): 3 clusters
  Score: Raw -455565.497029 + Penalty 2800.772730 = -452764.724299
  nChanged 2317
		SP:Iteration 1F (24430.190000 sec): 3 clusters
  Score: Raw -457072.284012 + Penalty 2800.772730 = -454271.511282
  nChanged 497
		SP:Iteration 2F (24430.330000 sec): 3 clusters
  Score: Raw -457466.072107 + Penalty 2800.772730 = -454665.299377
  nChanged 349
		SP:Iteration 3F (24430.530000 sec): 3 clusters
  Score: Raw -457715.134567 + Penalty 2800.772730 = -454914.361837
  nChanged 282
		SP:Iteration 4F (24430.710000 sec): 3 clusters
  Score: Raw -457884.012749 + Penalty 2800.772730 = -455083.240019
  nChanged 224
		SP:Iteration 5Q (24430.910000 sec): 3 clusters
  Score: Raw -457994.485939 + Penalty 2800.772730 = -455193.713209
  nChanged 207
		SP:Iteration 6Q (24431.120000 sec): 3 clusters
  Score: Raw -458113.760424 + Penalty 2800.772730 = -455312.987694
  nChanged 180
		SP:Iteration 7Q (24431.310000 sec): 3 clusters
  Score: Raw -458203.524886 + Penalty 2800.772730 = -455402.752156
  nChanged 155
		SP:Iteration 8Q (24431.540000 sec): 3 clusters
  Score: Raw -458294.323153 + Penalty 2800.772730 = -455493.550423
  nChanged 190
		SP:Iteration 9Q (24431.750000 sec): 3 clusters
  Score: Raw -458413.156107 + Penalty 2800.772730 = -455612.383377
  nChanged 159
		SP:Iteration 10Q (24431.920000 sec): 3 clusters
  Score: Raw -458511.807972 + Penalty 2800.772730 = -455711.035242
  nChanged 190
		SP:Iteration 11Q (24432.100000 sec): 3 clusters
  Score: Raw -458624.260818 + Penalty 2800.772730 = -455823.488087
  nChanged 150
		SP:Iteration 12Q (24432.340000 sec): 3 clusters
  Score: Raw -458695.781269 + Penalty 2800.772730 = -455895.008539
  nChanged 122
		SP:Iteration 13Q (24432.530000 sec): 3 clusters
  Score: Raw -458752.616822 + Penalty 2800.772730 = -455951.844092
  nChanged 103
		SP:Iteration 14Q (24432.690000 sec): 3 clusters
  Score: Raw -458808.966488 + Penalty 2800.772730 = -456008.193758
  nChanged 112
		SP:Iteration 15Q (24432.870000 sec): 3 clusters
  Score: Raw -458867.980989 + Penalty 2800.772730 = -456067.208259
  nChanged 95
		SP:Iteration 16Q (24433.040000 sec): 3 clusters
  Score: Raw -458920.545002 + Penalty 2800.772730 = -456119.772272
  nChanged 83
		SP:Iteration 17Q (24433.260000 sec): 3 clusters
  Score: Raw -458953.866719 + Penalty 2800.772730 = -456153.093989
  nChanged 62
		SP:Iteration 18Q (24433.420000 sec): 3 clusters
  Score: Raw -458982.400022 + Penalty 2800.772730 = -456181.627292
  nChanged 55
		SP:Iteration 19Q (24433.650000 sec): 3 clusters
  Score: Raw -459003.829902 + Penalty 2800.772730 = -456203.057172
  nChanged 48
		SP:Iteration 20F (24433.820000 sec): 3 clusters
  Score: Raw -459022.307973 + Penalty 2800.772730 = -456221.535243
  nChanged 39
		SP:Iteration 21Q (24434.030000 sec): 3 clusters
  Score: Raw -459040.378974 + Penalty 2800.772730 = -456239.606244
  nChanged 48
		SP:Iteration 22Q (24434.280000 sec): 3 clusters
  Score: Raw -459060.545414 + Penalty 2800.772730 = -456259.772684
  nChanged 36
		SP:Iteration 23Q (24434.490000 sec): 3 clusters
  Score: Raw -459073.735219 + Penalty 2800.772730 = -456272.962489
  nChanged 34
		SP:Iteration 24Q (24434.680000 sec): 3 clusters
  Score: Raw -459089.207627 + Penalty 2800.772730 = -456288.434897
  nChanged 40
		SP:Iteration 25Q (24434.820000 sec): 3 clusters
  Score: Raw -459102.120266 + Penalty 2800.772730 = -456301.347536
  nChanged 33
		SP:Iteration 26Q (24434.950000 sec): 3 clusters
  Score: Raw -459117.321630 + Penalty 2800.772730 = -456316.548900
  nChanged 35
		SP:Iteration 27Q (24435.050000 sec): 3 clusters
  Score: Raw -459129.928308 + Penalty 2800.772730 = -456329.155578
  nChanged 33
		SP:Iteration 28Q (24435.170000 sec): 3 clusters
  Score: Raw -459143.521928 + Penalty 2800.772730 = -456342.749198
  nChanged 33
		SP:Iteration 29Q (24435.410000 sec): 3 clusters
  Score: Raw -459160.814148 + Penalty 2800.772730 = -456360.041418
  nChanged 25
		SP:Iteration 30Q (24435.580000 sec): 3 clusters
  Score: Raw -459171.775518 + Penalty 2800.772730 = -456371.002788
  nChanged 19
		SP:Iteration 31Q (24435.820000 sec): 3 clusters
  Score: Raw -459179.303284 + Penalty 2800.772730 = -456378.530554
  nChanged 24
		SP:Iteration 32Q (24436.010000 sec): 3 clusters
  Score: Raw -459187.645210 + Penalty 2800.772730 = -456386.872480
  nChanged 18
		SP:Iteration 33Q (24436.230000 sec): 3 clusters
  Score: Raw -459195.658563 + Penalty 2800.772730 = -456394.885833
  nChanged 21
		SP:Iteration 34Q (24436.390000 sec): 3 clusters
  Score: Raw -459204.422731 + Penalty 2800.772730 = -456403.650001
  nChanged 16
		SP:Iteration 35Q (24436.570000 sec): 3 clusters
  Score: Raw -459213.054781 + Penalty 2800.772730 = -456412.282051
  nChanged 23
		SP:Iteration 36Q (24436.800000 sec): 3 clusters
  Score: Raw -459220.831870 + Penalty 2800.772730 = -456420.059140
  nChanged 20
		SP:Iteration 37Q (24436.980000 sec): 3 clusters
  Score: Raw -459226.178786 + Penalty 2800.772730 = -456425.406056
  nChanged 16
		SP:Iteration 38Q (24437.170000 sec): 3 clusters
  Score: Raw -459230.421698 + Penalty 2800.772730 = -456429.648968
  nChanged 11
		SP:Iteration 39Q (24437.350000 sec): 3 clusters
  Score: Raw -459232.963591 + Penalty 2800.772730 = -456432.190861
  nChanged 9
		SP:Iteration 40F (24437.540000 sec): 3 clusters
  Score: Raw -459235.764380 + Penalty 2800.772730 = -456434.991650
  nChanged 11
		SP:Iteration 41Q (24437.730000 sec): 3 clusters
  Score: Raw -459239.521590 + Penalty 2800.772730 = -456438.748860
  nChanged 11
		SP:Iteration 42Q (24437.910000 sec): 3 clusters
  Score: Raw -459243.190118 + Penalty 2800.772730 = -456442.417388
  nChanged 12
		SP:Iteration 43Q (24438.110000 sec): 3 clusters
  Score: Raw -459247.213948 + Penalty 2800.772730 = -456446.441218
  nChanged 12
		SP:Iteration 44Q (24438.290000 sec): 3 clusters
  Score: Raw -459251.316997 + Penalty 2800.772730 = -456450.544267
  nChanged 12
		SP:Iteration 45Q (24438.470000 sec): 3 clusters
  Score: Raw -459255.220577 + Penalty 2800.772730 = -456454.447847
  nChanged 14
		SP:Iteration 46Q (24438.660000 sec): 3 clusters
  Score: Raw -459259.811091 + Penalty 2800.772730 = -456459.038361
  nChanged 12
		SP:Iteration 47Q (24438.840000 sec): 3 clusters
  Score: Raw -459264.591919 + Penalty 2800.772730 = -456463.819189
  nChanged 16
		SP:Iteration 48Q (24438.940000 sec): 3 clusters
  Score: Raw -459270.505907 + Penalty 2800.772730 = -456469.733177
  nChanged 18
		SP:Iteration 49Q (24439.070000 sec): 3 clusters
  Score: Raw -459278.358696 + Penalty 2800.772730 = -456477.585966
  nChanged 22
		SP:Iteration 50Q (24439.280000 sec): 3 clusters
  Score: Raw -459287.112532 + Penalty 2800.772730 = -456486.339802
  nChanged 16
		SP:Iteration 51Q (24439.490000 sec): 3 clusters
  Score: Raw -459291.757760 + Penalty 2800.772730 = -456490.985029
  nChanged 13
		SP:Iteration 52Q (24439.670000 sec): 3 clusters
  Score: Raw -459296.893002 + Penalty 2800.772730 = -456496.120272
  nChanged 16
		SP:Iteration 53Q (24439.900000 sec): 3 clusters
  Score: Raw -459304.259848 + Penalty 2800.772730 = -456503.487118
  nChanged 19
		SP:Iteration 54Q (24440.100000 sec): 3 clusters
  Score: Raw -459312.681083 + Penalty 2800.772730 = -456511.908353
  nChanged 14
		SP:Iteration 55Q (24440.280000 sec): 3 clusters
  Score: Raw -459319.599536 + Penalty 2800.772730 = -456518.826806
  nChanged 21
		SP:Iteration 56Q (24440.480000 sec): 3 clusters
  Score: Raw -459329.563953 + Penalty 2800.772730 = -456528.791223
  nChanged 19
		SP:Iteration 57Q (24440.670000 sec): 3 clusters
  Score: Raw -459338.810735 + Penalty 2800.772730 = -456538.038005
  nChanged 21
		SP:Iteration 58Q (24440.870000 sec): 3 clusters
  Score: Raw -459349.364196 + Penalty 2800.772730 = -456548.591466
  nChanged 15
		SP:Iteration 59Q (24441.080000 sec): 3 clusters
  Score: Raw -459354.458311 + Penalty 2800.772730 = -456553.685581
  nChanged 16
		SP:Iteration 60F (24441.240000 sec): 3 clusters
  Score: Raw -459360.145979 + Penalty 2800.772730 = -456559.373249
  nChanged 14
		SP:Iteration 61Q (24441.400000 sec): 3 clusters
  Score: Raw -459364.439243 + Penalty 2800.772730 = -456563.666513
  nChanged 8
		SP:Iteration 62Q (24441.600000 sec): 3 clusters
  Score: Raw -459367.003310 + Penalty 2800.772730 = -456566.230580
  nChanged 12
		SP:Iteration 63Q (24441.790000 sec): 3 clusters
  Score: Raw -459371.977511 + Penalty 2800.772730 = -456571.204781
  nChanged 12
		SP:Iteration 64Q (24442.010000 sec): 3 clusters
  Score: Raw -459375.920502 + Penalty 2800.772730 = -456575.147772
  nChanged 8
		SP:Iteration 65Q (24442.200000 sec): 3 clusters
  Score: Raw -459378.352061 + Penalty 2800.772730 = -456577.579331
  nChanged 3
		SP:Iteration 66Q (24442.380000 sec): 3 clusters
  Score: Raw -459378.806137 + Penalty 2800.772730 = -456578.033407
  nChanged 2
		SP:Iteration 67Q (24442.550000 sec): 3 clusters
  Score: Raw -459379.101971 + Penalty 2800.772730 = -456578.329241
  nChanged 5
		SP:Iteration 68Q (24442.780000 sec): 3 clusters
  Score: Raw -459380.097010 + Penalty 2800.772730 = -456579.324280
  nChanged 3
		SP:Iteration 69Q (24442.950000 sec): 3 clusters
  Score: Raw -459380.639306 + Penalty 2800.772730 = -456579.866576
  nChanged 1
		SP:Iteration 70Q (24443.170000 sec): 3 clusters
  Score: Raw -459380.762379 + Penalty 2800.772730 = -456579.989649
  nChanged 1
		SP:Iteration 71Q (24443.360000 sec): 3 clusters
  Score: Raw -459380.896732 + Penalty 2800.772730 = -456580.124002
  nChanged 0
		SP:Iteration 72F (24443.530000 sec): 3 clusters
  Score: Raw -459380.896732 + Penalty 2800.772730 = -456580.124002
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 69 (2874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24443.670000 sec): 2 clusters
  Score: Raw -224283.681645 + Penalty 1294.062261 = -222989.619384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24443.780000 sec): 3 clusters
  Score: Raw -222943.499740 + Penalty 2588.124522 = -220355.375218
  nChanged 1105
		SP:Iteration 1F (24443.910000 sec): 3 clusters
  Score: Raw -223644.186883 + Penalty 2588.124522 = -221056.062362
  nChanged 226
		SP:Iteration 2F (24444.090000 sec): 3 clusters
  Score: Raw -223803.256558 + Penalty 2588.124522 = -221215.132037
  nChanged 162
		SP:Iteration 3F (24444.240000 sec): 3 clusters
  Score: Raw -223908.322909 + Penalty 2588.124522 = -221320.198387
  nChanged 100
		SP:Iteration 4Q (24444.430000 sec): 3 clusters
  Score: Raw -223977.066989 + Penalty 2588.124522 = -221388.942467
  nChanged 101
		SP:Iteration 5Q (24444.590000 sec): 3 clusters
  Score: Raw -224043.947201 + Penalty 2588.124522 = -221455.822679
  nChanged 83
		SP:Iteration 6Q (24444.770000 sec): 3 clusters
  Score: Raw -224104.342634 + Penalty 2588.124522 = -221516.218112
  nChanged 78
		SP:Iteration 7Q (24444.950000 sec): 3 clusters
  Score: Raw -224150.750605 + Penalty 2588.124522 = -221562.626084
  nChanged 60
		SP:Iteration 8Q (24445.130000 sec): 3 clusters
  Score: Raw -224177.121586 + Penalty 2588.124522 = -221588.997065
  nChanged 40
		SP:Iteration 9Q (24445.320000 sec): 3 clusters
  Score: Raw -224195.375689 + Penalty 2588.124522 = -221607.251168
  nChanged 32
		SP:Iteration 10Q (24445.530000 sec): 3 clusters
  Score: Raw -224213.102264 + Penalty 2588.124522 = -221624.977742
  nChanged 35
		SP:Iteration 11Q (24445.700000 sec): 3 clusters
  Score: Raw -224229.749650 + Penalty 2588.124522 = -221641.625129
  nChanged 35
		SP:Iteration 12Q (24445.860000 sec): 3 clusters
  Score: Raw -224250.906954 + Penalty 2588.124522 = -221662.782432
  nChanged 41
		SP:Iteration 13Q (24446.030000 sec): 3 clusters
  Score: Raw -224278.981179 + Penalty 2588.124522 = -221690.856657
  nChanged 48
		SP:Iteration 14Q (24446.190000 sec): 3 clusters
  Score: Raw -224309.116062 + Penalty 2588.124522 = -221720.991540
  nChanged 39
		SP:Iteration 15Q (24446.320000 sec): 3 clusters
  Score: Raw -224334.891226 + Penalty 2588.124522 = -221746.766704
  nChanged 45
		SP:Iteration 16Q (24446.450000 sec): 3 clusters
  Score: Raw -224358.935831 + Penalty 2588.124522 = -221770.811309
  nChanged 40
		SP:Iteration 17Q (24446.610000 sec): 3 clusters
  Score: Raw -224383.887226 + Penalty 2588.124522 = -221795.762704
  nChanged 43
		SP:Iteration 18Q (24446.800000 sec): 3 clusters
  Score: Raw -224405.010742 + Penalty 2588.124522 = -221816.886220
  nChanged 35
		SP:Iteration 19Q (24446.960000 sec): 3 clusters
  Score: Raw -224428.980792 + Penalty 2588.124522 = -221840.856271
  nChanged 32
		SP:Iteration 20F (24447.140000 sec): 3 clusters
  Score: Raw -224449.158264 + Penalty 2588.124522 = -221861.033742
  nChanged 33
		SP:Iteration 21Q (24447.330000 sec): 3 clusters
  Score: Raw -224468.943659 + Penalty 2588.124522 = -221880.819137
  nChanged 27
		SP:Iteration 22Q (24447.520000 sec): 3 clusters
  Score: Raw -224483.551913 + Penalty 2588.124522 = -221895.427391
  nChanged 28
		SP:Iteration 23Q (24447.680000 sec): 3 clusters
  Score: Raw -224501.002518 + Penalty 2588.124522 = -221912.877996
  nChanged 35
		SP:Iteration 24Q (24447.900000 sec): 3 clusters
  Score: Raw -224517.810364 + Penalty 2588.124522 = -221929.685842
  nChanged 30
		SP:Iteration 25Q (24448.080000 sec): 3 clusters
  Score: Raw -224531.312145 + Penalty 2588.124522 = -221943.187623
  nChanged 29
		SP:Iteration 26Q (24448.250000 sec): 3 clusters
  Score: Raw -224544.715781 + Penalty 2588.124522 = -221956.591259
  nChanged 15
		SP:Iteration 27Q (24448.430000 sec): 3 clusters
  Score: Raw -224548.855732 + Penalty 2588.124522 = -221960.731211
  nChanged 7
		SP:Iteration 28Q (24448.630000 sec): 3 clusters
  Score: Raw -224550.681402 + Penalty 2588.124522 = -221962.556881
  nChanged 6
		SP:Iteration 29Q (24448.750000 sec): 3 clusters
  Score: Raw -224552.278854 + Penalty 2588.124522 = -221964.154333
  nChanged 6
		SP:Iteration 30Q (24448.890000 sec): 3 clusters
  Score: Raw -224553.875384 + Penalty 2588.124522 = -221965.750863
  nChanged 6
		SP:Iteration 31Q (24449.050000 sec): 3 clusters
  Score: Raw -224555.623975 + Penalty 2588.124522 = -221967.499453
  nChanged 6
		SP:Iteration 32Q (24449.280000 sec): 3 clusters
  Score: Raw -224557.464560 + Penalty 2588.124522 = -221969.340038
  nChanged 5
		SP:Iteration 33Q (24449.410000 sec): 3 clusters
  Score: Raw -224559.205346 + Penalty 2588.124522 = -221971.080825
  nChanged 9
		SP:Iteration 34Q (24449.530000 sec): 3 clusters
  Score: Raw -224562.561432 + Penalty 2588.124522 = -221974.436911
  nChanged 5
		SP:Iteration 35Q (24449.640000 sec): 3 clusters
  Score: Raw -224563.836289 + Penalty 2588.124522 = -221975.711767
  nChanged 3
		SP:Iteration 36Q (24449.810000 sec): 3 clusters
  Score: Raw -224564.953040 + Penalty 2588.124522 = -221976.828518
  nChanged 4
		SP:Iteration 37Q (24449.980000 sec): 3 clusters
  Score: Raw -224565.881222 + Penalty 2588.124522 = -221977.756700
  nChanged 3
		SP:Iteration 38Q (24450.150000 sec): 3 clusters
  Score: Raw -224566.685682 + Penalty 2588.124522 = -221978.561160
  nChanged 1
		SP:Iteration 39Q (24450.370000 sec): 3 clusters
  Score: Raw -224566.898493 + Penalty 2588.124522 = -221978.773971
  nChanged 0
		SP:Iteration 40F (24450.540000 sec): 3 clusters
  Score: Raw -224566.898493 + Penalty 2588.124522 = -221978.773971
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 70 (8805 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24450.650000 sec): 2 clusters
  Score: Raw -707061.098927 + Penalty 1475.999691 = -705585.099236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24450.870000 sec): 3 clusters
  Score: Raw -702147.528870 + Penalty 2951.999382 = -699195.529488
  nChanged 3791
		SP:Iteration 1F (24451.100000 sec): 3 clusters
  Score: Raw -704411.956197 + Penalty 2951.999382 = -701459.956816
  nChanged 688
		SP:Iteration 2F (24451.270000 sec): 3 clusters
  Score: Raw -704891.508493 + Penalty 2951.999382 = -701939.509111
  nChanged 640
		SP:Iteration 3F (24451.430000 sec): 3 clusters
  Score: Raw -705356.064959 + Penalty 2951.999382 = -702404.065577
  nChanged 609
		SP:Iteration 4F (24451.590000 sec): 3 clusters
  Score: Raw -705784.254302 + Penalty 2951.999382 = -702832.254921
  nChanged 497
		SP:Iteration 5F (24451.810000 sec): 3 clusters
  Score: Raw -706062.871508 + Penalty 2951.999382 = -703110.872127
  nChanged 372
		SP:Iteration 6Q (24452.000000 sec): 3 clusters
  Score: Raw -706242.621213 + Penalty 2951.999382 = -703290.621831
  nChanged 274
		SP:Iteration 7Q (24452.190000 sec): 3 clusters
  Score: Raw -706360.290901 + Penalty 2951.999382 = -703408.291519
  nChanged 230
		SP:Iteration 8Q (24452.330000 sec): 3 clusters
  Score: Raw -706457.144255 + Penalty 2951.999382 = -703505.144873
  nChanged 204
		SP:Iteration 9Q (24452.540000 sec): 3 clusters
  Score: Raw -706529.428661 + Penalty 2951.999382 = -703577.429279
  nChanged 160
		SP:Iteration 10Q (24452.730000 sec): 3 clusters
  Score: Raw -706584.124068 + Penalty 2951.999382 = -703632.124686
  nChanged 127
		SP:Iteration 11Q (24452.910000 sec): 3 clusters
  Score: Raw -706619.242537 + Penalty 2951.999382 = -703667.243155
  nChanged 93
		SP:Iteration 12Q (24453.130000 sec): 3 clusters
  Score: Raw -706641.834487 + Penalty 2951.999382 = -703689.835105
  nChanged 69
		SP:Iteration 13Q (24453.300000 sec): 3 clusters
  Score: Raw -706658.758057 + Penalty 2951.999382 = -703706.758675
  nChanged 68
		SP:Iteration 14Q (24453.510000 sec): 3 clusters
  Score: Raw -706674.035853 + Penalty 2951.999382 = -703722.036471
  nChanged 58
		SP:Iteration 15Q (24453.730000 sec): 3 clusters
  Score: Raw -706686.764456 + Penalty 2951.999382 = -703734.765075
  nChanged 57
		SP:Iteration 16Q (24453.900000 sec): 3 clusters
  Score: Raw -706701.256367 + Penalty 2951.999382 = -703749.256985
  nChanged 50
		SP:Iteration 17Q (24454.090000 sec): 3 clusters
  Score: Raw -706711.129340 + Penalty 2951.999382 = -703759.129959
  nChanged 38
		SP:Iteration 18Q (24454.300000 sec): 3 clusters
  Score: Raw -706717.597874 + Penalty 2951.999382 = -703765.598492
  nChanged 31
		SP:Iteration 19Q (24454.510000 sec): 3 clusters
  Score: Raw -706722.198197 + Penalty 2951.999382 = -703770.198816
  nChanged 24
		SP:Iteration 20F (24454.750000 sec): 3 clusters
  Score: Raw -706726.744313 + Penalty 2951.999382 = -703774.744931
  nChanged 28
		SP:Iteration 21Q (24454.930000 sec): 3 clusters
  Score: Raw -706730.094715 + Penalty 2951.999382 = -703778.095334
  nChanged 15
		SP:Iteration 22Q (24455.180000 sec): 3 clusters
  Score: Raw -706731.787872 + Penalty 2951.999382 = -703779.788490
  nChanged 11
		SP:Iteration 23Q (24455.380000 sec): 3 clusters
  Score: Raw -706733.338202 + Penalty 2951.999382 = -703781.338821
  nChanged 12
		SP:Iteration 24Q (24455.560000 sec): 3 clusters
  Score: Raw -706734.876109 + Penalty 2951.999382 = -703782.876727
  nChanged 13
		SP:Iteration 25Q (24455.790000 sec): 3 clusters
  Score: Raw -706736.841691 + Penalty 2951.999382 = -703784.842309
  nChanged 20
		SP:Iteration 26Q (24455.980000 sec): 3 clusters
  Score: Raw -706739.653794 + Penalty 2951.999382 = -703787.654412
  nChanged 19
		SP:Iteration 27Q (24456.240000 sec): 3 clusters
  Score: Raw -706743.376548 + Penalty 2951.999382 = -703791.377166
  nChanged 20
		SP:Iteration 28Q (24456.460000 sec): 3 clusters
  Score: Raw -706749.119906 + Penalty 2951.999382 = -703797.120524
  nChanged 35
		SP:Iteration 29Q (24456.640000 sec): 3 clusters
  Score: Raw -706756.756799 + Penalty 2951.999382 = -703804.757417
  nChanged 38
		SP:Iteration 30Q (24456.780000 sec): 3 clusters
  Score: Raw -706766.564902 + Penalty 2951.999382 = -703814.565521
  nChanged 44
		SP:Iteration 31Q (24457.040000 sec): 3 clusters
  Score: Raw -706777.873279 + Penalty 2951.999382 = -703825.873898
  nChanged 44
		SP:Iteration 32Q (24457.240000 sec): 3 clusters
  Score: Raw -706790.065679 + Penalty 2951.999382 = -703838.066297
  nChanged 41
		SP:Iteration 33Q (24457.450000 sec): 3 clusters
  Score: Raw -706803.796571 + Penalty 2951.999382 = -703851.797189
  nChanged 55
		SP:Iteration 34Q (24457.640000 sec): 3 clusters
  Score: Raw -706820.906217 + Penalty 2951.999382 = -703868.906835
  nChanged 49
		SP:Iteration 35Q (24457.880000 sec): 3 clusters
  Score: Raw -706836.385927 + Penalty 2951.999382 = -703884.386545
  nChanged 66
		SP:Iteration 36Q (24458.060000 sec): 3 clusters
  Score: Raw -706855.823678 + Penalty 2951.999382 = -703903.824296
  nChanged 66
		SP:Iteration 37Q (24458.280000 sec): 3 clusters
  Score: Raw -706874.943012 + Penalty 2951.999382 = -703922.943630
  nChanged 72
		SP:Iteration 38Q (24458.470000 sec): 3 clusters
  Score: Raw -706903.003758 + Penalty 2951.999382 = -703951.004376
  nChanged 101
		SP:Iteration 39Q (24458.690000 sec): 3 clusters
  Score: Raw -706935.345543 + Penalty 2951.999382 = -703983.346161
  nChanged 85
		SP:Iteration 40F (24458.900000 sec): 3 clusters
  Score: Raw -706961.941680 + Penalty 2951.999382 = -704009.942299
  nChanged 89
		SP:Iteration 41Q (24459.110000 sec): 3 clusters
  Score: Raw -706988.148734 + Penalty 2951.999382 = -704036.149352
  nChanged 85
		SP:Iteration 42Q (24459.310000 sec): 3 clusters
  Score: Raw -707014.825230 + Penalty 2951.999382 = -704062.825848
  nChanged 89
		SP:Iteration 43Q (24459.520000 sec): 3 clusters
  Score: Raw -707041.025140 + Penalty 2951.999382 = -704089.025758
  nChanged 92
		SP:Iteration 44Q (24459.730000 sec): 3 clusters
  Score: Raw -707065.967532 + Penalty 2951.999382 = -704113.968151
  nChanged 80
		SP:Iteration 45Q (24459.940000 sec): 3 clusters
  Score: Raw -707087.834928 + Penalty 2951.999382 = -704135.835546
  nChanged 90
		SP:Iteration 46Q (24460.090000 sec): 3 clusters
  Score: Raw -707117.977318 + Penalty 2951.999382 = -704165.977936
  nChanged 102
		SP:Iteration 47Q (24460.230000 sec): 3 clusters
  Score: Raw -707151.401176 + Penalty 2951.999382 = -704199.401794
  nChanged 93
		SP:Iteration 48Q (24460.380000 sec): 3 clusters
  Score: Raw -707183.206568 + Penalty 2951.999382 = -704231.207186
  nChanged 104
		SP:Iteration 49Q (24460.590000 sec): 3 clusters
  Score: Raw -707222.636681 + Penalty 2951.999382 = -704270.637299
  nChanged 99
		SP:Iteration 50Q (24460.750000 sec): 3 clusters
  Score: Raw -707260.909227 + Penalty 2951.999382 = -704308.909845
  nChanged 104
		SP:Iteration 51Q (24460.930000 sec): 3 clusters
  Score: Raw -707298.582256 + Penalty 2951.999382 = -704346.582875
  nChanged 104
		SP:Iteration 52Q (24461.150000 sec): 3 clusters
  Score: Raw -707336.812242 + Penalty 2951.999382 = -704384.812860
  nChanged 86
		SP:Iteration 53Q (24461.330000 sec): 3 clusters
  Score: Raw -707365.370885 + Penalty 2951.999382 = -704413.371503
  nChanged 101
		SP:Iteration 54Q (24461.490000 sec): 3 clusters
  Score: Raw -707399.811706 + Penalty 2951.999382 = -704447.812324
  nChanged 89
		SP:Iteration 55Q (24461.730000 sec): 3 clusters
  Score: Raw -707433.138777 + Penalty 2951.999382 = -704481.139396
  nChanged 82
		SP:Iteration 56Q (24461.930000 sec): 3 clusters
  Score: Raw -707461.422345 + Penalty 2951.999382 = -704509.422963
  nChanged 75
		SP:Iteration 57Q (24462.170000 sec): 3 clusters
  Score: Raw -707484.381139 + Penalty 2951.999382 = -704532.381758
  nChanged 71
		SP:Iteration 58Q (24462.350000 sec): 3 clusters
  Score: Raw -707503.713712 + Penalty 2951.999382 = -704551.714330
  nChanged 75
		SP:Iteration 59Q (24462.520000 sec): 3 clusters
  Score: Raw -707521.692326 + Penalty 2951.999382 = -704569.692944
  nChanged 61
		SP:Iteration 60F (24462.670000 sec): 3 clusters
  Score: Raw -707541.979830 + Penalty 2951.999382 = -704589.980448
  nChanged 69
		SP:Iteration 61Q (24462.890000 sec): 3 clusters
  Score: Raw -707560.741671 + Penalty 2951.999382 = -704608.742289
  nChanged 66
		SP:Iteration 62Q (24463.100000 sec): 3 clusters
  Score: Raw -707581.846375 + Penalty 2951.999382 = -704629.846993
  nChanged 56
		SP:Iteration 63Q (24463.290000 sec): 3 clusters
  Score: Raw -707597.265862 + Penalty 2951.999382 = -704645.266480
  nChanged 54
		SP:Iteration 64Q (24463.430000 sec): 3 clusters
  Score: Raw -707612.207817 + Penalty 2951.999382 = -704660.208435
  nChanged 50
		SP:Iteration 65Q (24463.570000 sec): 3 clusters
  Score: Raw -707626.154383 + Penalty 2951.999382 = -704674.155001
  nChanged 46
		SP:Iteration 66Q (24463.750000 sec): 3 clusters
  Score: Raw -707639.063465 + Penalty 2951.999382 = -704687.064083
  nChanged 40
		SP:Iteration 67Q (24463.960000 sec): 3 clusters
  Score: Raw -707651.213763 + Penalty 2951.999382 = -704699.214381
  nChanged 43
		SP:Iteration 68Q (24464.170000 sec): 3 clusters
  Score: Raw -707663.618220 + Penalty 2951.999382 = -704711.618838
  nChanged 33
		SP:Iteration 69Q (24464.380000 sec): 3 clusters
  Score: Raw -707672.126479 + Penalty 2951.999382 = -704720.127098
  nChanged 24
		SP:Iteration 70Q (24464.590000 sec): 3 clusters
  Score: Raw -707678.782868 + Penalty 2951.999382 = -704726.783486
  nChanged 21
		SP:Iteration 71Q (24464.770000 sec): 3 clusters
  Score: Raw -707683.801173 + Penalty 2951.999382 = -704731.801791
  nChanged 21
		SP:Iteration 72Q (24464.980000 sec): 3 clusters
  Score: Raw -707688.420810 + Penalty 2951.999382 = -704736.421428
  nChanged 12
		SP:Iteration 73Q (24465.200000 sec): 3 clusters
  Score: Raw -707691.611436 + Penalty 2951.999382 = -704739.612054
  nChanged 13
		SP:Iteration 74Q (24465.450000 sec): 3 clusters
  Score: Raw -707694.143450 + Penalty 2951.999382 = -704742.144068
  nChanged 9
		SP:Iteration 75Q (24465.660000 sec): 3 clusters
  Score: Raw -707696.982257 + Penalty 2951.999382 = -704744.982875
  nChanged 8
		SP:Iteration 76Q (24465.890000 sec): 3 clusters
  Score: Raw -707698.160545 + Penalty 2951.999382 = -704746.161163
  nChanged 6
		SP:Iteration 77Q (24466.100000 sec): 3 clusters
  Score: Raw -707699.104301 + Penalty 2951.999382 = -704747.104919
  nChanged 6
		SP:Iteration 78Q (24466.300000 sec): 3 clusters
  Score: Raw -707700.380878 + Penalty 2951.999382 = -704748.381496
  nChanged 7
		SP:Iteration 79Q (24466.510000 sec): 3 clusters
  Score: Raw -707701.386784 + Penalty 2951.999382 = -704749.387402
  nChanged 8
		SP:Iteration 80F (24466.660000 sec): 3 clusters
  Score: Raw -707702.908074 + Penalty 2951.999382 = -704750.908692
  nChanged 5
		SP:Iteration 81Q (24466.880000 sec): 3 clusters
  Score: Raw -707703.837169 + Penalty 2951.999382 = -704751.837787
  nChanged 5
		SP:Iteration 82Q (24467.080000 sec): 3 clusters
  Score: Raw -707704.720242 + Penalty 2951.999382 = -704752.720860
  nChanged 4
		SP:Iteration 83Q (24467.280000 sec): 3 clusters
  Score: Raw -707705.637776 + Penalty 2951.999382 = -704753.638395
  nChanged 3
		SP:Iteration 84Q (24467.490000 sec): 3 clusters
  Score: Raw -707706.091720 + Penalty 2951.999382 = -704754.092338
  nChanged 3
		SP:Iteration 85Q (24467.730000 sec): 3 clusters
  Score: Raw -707706.577270 + Penalty 2951.999382 = -704754.577888
  nChanged 3
		SP:Iteration 86Q (24467.900000 sec): 3 clusters
  Score: Raw -707706.994056 + Penalty 2951.999382 = -704754.994675
  nChanged 3
		SP:Iteration 87Q (24468.160000 sec): 3 clusters
  Score: Raw -707707.553050 + Penalty 2951.999382 = -704755.553668
  nChanged 3
		SP:Iteration 88Q (24468.380000 sec): 3 clusters
  Score: Raw -707707.988665 + Penalty 2951.999382 = -704755.989283
  nChanged 3
		SP:Iteration 89Q (24468.590000 sec): 3 clusters
  Score: Raw -707708.381509 + Penalty 2951.999382 = -704756.382127
  nChanged 1
		SP:Iteration 90Q (24468.760000 sec): 3 clusters
  Score: Raw -707708.588102 + Penalty 2951.999382 = -704756.588720
  nChanged 2
		SP:Iteration 91Q (24468.960000 sec): 3 clusters
  Score: Raw -707708.986813 + Penalty 2951.999382 = -704756.987432
  nChanged 1
		SP:Iteration 92Q (24469.140000 sec): 3 clusters
  Score: Raw -707709.130522 + Penalty 2951.999382 = -704757.131140
  nChanged 0
		SP:Iteration 93F (24469.380000 sec): 3 clusters
  Score: Raw -707709.130522 + Penalty 2951.999382 = -704757.131140
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 71 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24469.410000 sec): 2 clusters
  Score: Raw -22520.273555 + Penalty 896.586096 = -21623.687460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24469.520000 sec): 3 clusters
  Score: Raw -22569.225776 + Penalty 1793.172191 = -20776.053585
  nChanged 35
		SP:Iteration 1F (24469.640000 sec): 3 clusters
  Score: Raw -22653.282090 + Penalty 1793.172191 = -20860.109898
  nChanged 5
		SP:Iteration 2Q (24469.800000 sec): 3 clusters
  Score: Raw -22664.135671 + Penalty 1793.172191 = -20870.963480
  nChanged 3
		SP:Iteration 3Q (24469.970000 sec): 3 clusters
  Score: Raw -22668.433210 + Penalty 1793.172191 = -20875.261018
  nChanged 2
		SP:Iteration 4Q (24470.140000 sec): 3 clusters
  Score: Raw -22671.990094 + Penalty 1793.172191 = -20878.817903
  nChanged 0
		SP:Iteration 5F (24470.310000 sec): 3 clusters
  Score: Raw -22671.990094 + Penalty 1793.172191 = -20878.817903
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 72 (2898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24470.440000 sec): 2 clusters
  Score: Raw -235078.243177 + Penalty 1295.413620 = -233782.829557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24470.620000 sec): 3 clusters
  Score: Raw -233748.703143 + Penalty 2590.827240 = -231157.875903
  nChanged 1095
		SP:Iteration 1F (24470.800000 sec): 3 clusters
  Score: Raw -234521.108425 + Penalty 2590.827240 = -231930.281185
  nChanged 293
		SP:Iteration 2F (24470.970000 sec): 3 clusters
  Score: Raw -234898.109735 + Penalty 2590.827240 = -232307.282495
  nChanged 256
		SP:Iteration 3F (24471.120000 sec): 3 clusters
  Score: Raw -235233.092733 + Penalty 2590.827240 = -232642.265493
  nChanged 221
		SP:Iteration 4F (24471.290000 sec): 3 clusters
  Score: Raw -235479.810505 + Penalty 2590.827240 = -232888.983265
  nChanged 172
		SP:Iteration 5F (24471.470000 sec): 3 clusters
  Score: Raw -235666.542219 + Penalty 2590.827240 = -233075.714979
  nChanged 120
		SP:Iteration 6Q (24471.620000 sec): 3 clusters
  Score: Raw -235774.813118 + Penalty 2590.827240 = -233183.985879
  nChanged 71
		SP:Iteration 7Q (24471.740000 sec): 3 clusters
  Score: Raw -235816.173911 + Penalty 2590.827240 = -233225.346671
  nChanged 34
		SP:Iteration 8Q (24471.910000 sec): 3 clusters
  Score: Raw -235836.386540 + Penalty 2590.827240 = -233245.559301
  nChanged 17
		SP:Iteration 9Q (24472.070000 sec): 3 clusters
  Score: Raw -235845.593320 + Penalty 2590.827240 = -233254.766080
  nChanged 14
		SP:Iteration 10Q (24472.220000 sec): 3 clusters
  Score: Raw -235852.378611 + Penalty 2590.827240 = -233261.551371
  nChanged 11
		SP:Iteration 11Q (24472.330000 sec): 3 clusters
  Score: Raw -235858.867985 + Penalty 2590.827240 = -233268.040745
  nChanged 7
		SP:Iteration 12Q (24472.440000 sec): 3 clusters
  Score: Raw -235862.229469 + Penalty 2590.827240 = -233271.402229
  nChanged 3
		SP:Iteration 13Q (24472.560000 sec): 3 clusters
  Score: Raw -235864.950582 + Penalty 2590.827240 = -233274.123342
  nChanged 1
		SP:Iteration 14Q (24472.740000 sec): 3 clusters
  Score: Raw -235865.955465 + Penalty 2590.827240 = -233275.128226
  nChanged 2
		SP:Iteration 15Q (24472.900000 sec): 3 clusters
  Score: Raw -235866.860784 + Penalty 2590.827240 = -233276.033544
  nChanged 2
		SP:Iteration 16Q (24473.110000 sec): 3 clusters
  Score: Raw -235867.642118 + Penalty 2590.827240 = -233276.814879
  nChanged 1
		SP:Iteration 17Q (24473.250000 sec): 3 clusters
  Score: Raw -235867.948265 + Penalty 2590.827240 = -233277.121025
  nChanged 1
		SP:Iteration 18Q (24473.430000 sec): 3 clusters
  Score: Raw -235868.721080 + Penalty 2590.827240 = -233277.893840
  nChanged 1
		SP:Iteration 19Q (24473.650000 sec): 3 clusters
  Score: Raw -235868.902651 + Penalty 2590.827240 = -233278.075411
  nChanged 1
		SP:Iteration 20F (24473.810000 sec): 3 clusters
  Score: Raw -235869.266675 + Penalty 2590.827240 = -233278.439435
  nChanged 1
		SP:Iteration 21Q (24473.980000 sec): 3 clusters
  Score: Raw -235869.638661 + Penalty 2590.827240 = -233278.811421
  nChanged 1
		SP:Iteration 22Q (24474.210000 sec): 3 clusters
  Score: Raw -235869.840263 + Penalty 2590.827240 = -233279.013023
  nChanged 0
		SP:Iteration 23F (24474.360000 sec): 3 clusters
  Score: Raw -235869.840263 + Penalty 2590.827240 = -233279.013023
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 73 (7995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24474.490000 sec): 2 clusters
  Score: Raw -669823.795976 + Penalty 1460.317889 = -668363.478087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24474.650000 sec): 3 clusters
  Score: Raw -665461.182774 + Penalty 2920.635778 = -662540.546995
  nChanged 3369
		SP:Iteration 1F (24474.820000 sec): 3 clusters
  Score: Raw -667524.959682 + Penalty 2920.635778 = -664604.323904
  nChanged 750
		SP:Iteration 2F (24474.980000 sec): 3 clusters
  Score: Raw -668232.166868 + Penalty 2920.635778 = -665311.531089
  nChanged 759
		SP:Iteration 3F (24475.200000 sec): 3 clusters
  Score: Raw -668965.985838 + Penalty 2920.635778 = -666045.350060
  nChanged 660
		SP:Iteration 4F (24475.330000 sec): 3 clusters
  Score: Raw -669533.757781 + Penalty 2920.635778 = -666613.122002
  nChanged 484
		SP:Iteration 5F (24475.480000 sec): 3 clusters
  Score: Raw -669870.491707 + Penalty 2920.635778 = -666949.855929
  nChanged 329
		SP:Iteration 6Q (24475.750000 sec): 3 clusters
  Score: Raw -670058.223520 + Penalty 2920.635778 = -667137.587742
  nChanged 227
		SP:Iteration 7Q (24475.980000 sec): 3 clusters
  Score: Raw -670164.547134 + Penalty 2920.635778 = -667243.911356
  nChanged 163
		SP:Iteration 8Q (24476.170000 sec): 3 clusters
  Score: Raw -670226.830959 + Penalty 2920.635778 = -667306.195181
  nChanged 106
		SP:Iteration 9Q (24476.350000 sec): 3 clusters
  Score: Raw -670256.672407 + Penalty 2920.635778 = -667336.036629
  nChanged 81
		SP:Iteration 10Q (24476.610000 sec): 3 clusters
  Score: Raw -670276.106857 + Penalty 2920.635778 = -667355.471079
  nChanged 55
		SP:Iteration 11Q (24476.840000 sec): 3 clusters
  Score: Raw -670290.435403 + Penalty 2920.635778 = -667369.799625
  nChanged 52
		SP:Iteration 12Q (24476.970000 sec): 3 clusters
  Score: Raw -670301.470547 + Penalty 2920.635778 = -667380.834769
  nChanged 47
		SP:Iteration 13Q (24477.120000 sec): 3 clusters
  Score: Raw -670311.944012 + Penalty 2920.635778 = -667391.308234
  nChanged 32
		SP:Iteration 14Q (24477.270000 sec): 3 clusters
  Score: Raw -670319.409055 + Penalty 2920.635778 = -667398.773277
  nChanged 29
		SP:Iteration 15Q (24477.490000 sec): 3 clusters
  Score: Raw -670324.982073 + Penalty 2920.635778 = -667404.346295
  nChanged 22
		SP:Iteration 16Q (24477.710000 sec): 3 clusters
  Score: Raw -670328.996061 + Penalty 2920.635778 = -667408.360283
  nChanged 18
		SP:Iteration 17Q (24477.900000 sec): 3 clusters
  Score: Raw -670332.659768 + Penalty 2920.635778 = -667412.023990
  nChanged 23
		SP:Iteration 18Q (24478.070000 sec): 3 clusters
  Score: Raw -670337.069349 + Penalty 2920.635778 = -667416.433571
  nChanged 12
		SP:Iteration 19Q (24478.180000 sec): 3 clusters
  Score: Raw -670339.349327 + Penalty 2920.635778 = -667418.713549
  nChanged 11
		SP:Iteration 20F (24478.430000 sec): 3 clusters
  Score: Raw -670340.353687 + Penalty 2920.635778 = -667419.717909
  nChanged 7
		SP:Iteration 21Q (24478.670000 sec): 3 clusters
  Score: Raw -670341.367859 + Penalty 2920.635778 = -667420.732080
  nChanged 10
		SP:Iteration 22Q (24478.910000 sec): 3 clusters
  Score: Raw -670342.664902 + Penalty 2920.635778 = -667422.029123
  nChanged 11
		SP:Iteration 23Q (24479.070000 sec): 3 clusters
  Score: Raw -670343.893509 + Penalty 2920.635778 = -667423.257731
  nChanged 7
		SP:Iteration 24Q (24479.270000 sec): 3 clusters
  Score: Raw -670345.186162 + Penalty 2920.635778 = -667424.550383
  nChanged 9
		SP:Iteration 25Q (24479.440000 sec): 3 clusters
  Score: Raw -670346.406373 + Penalty 2920.635778 = -667425.770594
  nChanged 9
		SP:Iteration 26Q (24479.660000 sec): 3 clusters
  Score: Raw -670347.970726 + Penalty 2920.635778 = -667427.334948
  nChanged 12
		SP:Iteration 27Q (24479.880000 sec): 3 clusters
  Score: Raw -670350.286806 + Penalty 2920.635778 = -667429.651028
  nChanged 21
		SP:Iteration 28Q (24480.060000 sec): 3 clusters
  Score: Raw -670353.341046 + Penalty 2920.635778 = -667432.705267
  nChanged 17
		SP:Iteration 29Q (24480.320000 sec): 3 clusters
  Score: Raw -670355.658105 + Penalty 2920.635778 = -667435.022327
  nChanged 11
		SP:Iteration 30Q (24480.550000 sec): 3 clusters
  Score: Raw -670357.587880 + Penalty 2920.635778 = -667436.952101
  nChanged 4
		SP:Iteration 31Q (24480.740000 sec): 3 clusters
  Score: Raw -670357.918415 + Penalty 2920.635778 = -667437.282637
  nChanged 4
		SP:Iteration 32Q (24480.880000 sec): 3 clusters
  Score: Raw -670358.267328 + Penalty 2920.635778 = -667437.631550
  nChanged 3
		SP:Iteration 33Q (24481.080000 sec): 3 clusters
  Score: Raw -670358.883193 + Penalty 2920.635778 = -667438.247415
  nChanged 7
		SP:Iteration 34Q (24481.270000 sec): 3 clusters
  Score: Raw -670359.975688 + Penalty 2920.635778 = -667439.339910
  nChanged 10
		SP:Iteration 35Q (24481.440000 sec): 3 clusters
  Score: Raw -670361.213895 + Penalty 2920.635778 = -667440.578117
  nChanged 4
		SP:Iteration 36Q (24481.580000 sec): 3 clusters
  Score: Raw -670361.789244 + Penalty 2920.635778 = -667441.153466
  nChanged 4
		SP:Iteration 37Q (24481.800000 sec): 3 clusters
  Score: Raw -670362.323105 + Penalty 2920.635778 = -667441.687326
  nChanged 3
		SP:Iteration 38Q (24481.930000 sec): 3 clusters
  Score: Raw -670362.547533 + Penalty 2920.635778 = -667441.911755
  nChanged 1
		SP:Iteration 39Q (24482.070000 sec): 3 clusters
  Score: Raw -670362.709529 + Penalty 2920.635778 = -667442.073751
  nChanged 0
		SP:Iteration 40F (24482.230000 sec): 3 clusters
  Score: Raw -670362.709529 + Penalty 2920.635778 = -667442.073751
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 74 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24482.330000 sec): 2 clusters
  Score: Raw -37802.525888 + Penalty 998.778504 = -36803.747384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24482.440000 sec): 3 clusters
  Score: Raw -37735.075227 + Penalty 1997.557009 = -35737.518218
  nChanged 106
		SP:Iteration 1F (24482.550000 sec): 3 clusters
  Score: Raw -37895.152797 + Penalty 1997.557009 = -35897.595788
  nChanged 30
		SP:Iteration 2F (24482.720000 sec): 3 clusters
  Score: Raw -37958.228940 + Penalty 1997.557009 = -35960.671931
  nChanged 15
		SP:Iteration 3Q (24482.890000 sec): 3 clusters
  Score: Raw -37983.980829 + Penalty 1997.557009 = -35986.423820
  nChanged 8
		SP:Iteration 4Q (24483.100000 sec): 3 clusters
  Score: Raw -37997.993390 + Penalty 1997.557009 = -36000.436381
  nChanged 5
		SP:Iteration 5Q (24483.250000 sec): 3 clusters
  Score: Raw -38016.708033 + Penalty 1997.557009 = -36019.151024
  nChanged 3
		SP:Iteration 6Q (24483.430000 sec): 3 clusters
  Score: Raw -38021.975032 + Penalty 1997.557009 = -36024.418023
  nChanged 4
		SP:Iteration 7Q (24483.600000 sec): 3 clusters
  Score: Raw -38030.216954 + Penalty 1997.557009 = -36032.659946
  nChanged 1
		SP:Iteration 8Q (24483.750000 sec): 3 clusters
  Score: Raw -38032.761236 + Penalty 1997.557009 = -36035.204227
  nChanged 0
		SP:Iteration 9F (24483.940000 sec): 3 clusters
  Score: Raw -38032.761236 + Penalty 1997.557009 = -36035.204227
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 75 (917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24484.060000 sec): 2 clusters
  Score: Raw -76858.370769 + Penalty 1108.429964 = -75749.940805
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24484.220000 sec): 3 clusters
  Score: Raw -76554.325694 + Penalty 2216.859928 = -74337.465766
  nChanged 260
		SP:Iteration 1F (24484.370000 sec): 3 clusters
  Score: Raw -76823.993542 + Penalty 2216.859928 = -74607.133614
  nChanged 60
		SP:Iteration 2F (24484.540000 sec): 3 clusters
  Score: Raw -76904.033558 + Penalty 2216.859928 = -74687.173630
  nChanged 34
		SP:Iteration 3Q (24484.730000 sec): 3 clusters
  Score: Raw -76938.650090 + Penalty 2216.859928 = -74721.790162
  nChanged 27
		SP:Iteration 4Q (24484.890000 sec): 3 clusters
  Score: Raw -76967.229629 + Penalty 2216.859928 = -74750.369700
  nChanged 18
		SP:Iteration 5Q (24485.050000 sec): 3 clusters
  Score: Raw -76989.588585 + Penalty 2216.859928 = -74772.728657
  nChanged 28
		SP:Iteration 6Q (24485.180000 sec): 3 clusters
  Score: Raw -77024.613501 + Penalty 2216.859928 = -74807.753573
  nChanged 20
		SP:Iteration 7Q (24485.410000 sec): 3 clusters
  Score: Raw -77043.311284 + Penalty 2216.859928 = -74826.451355
  nChanged 9
		SP:Iteration 8Q (24485.570000 sec): 3 clusters
  Score: Raw -77052.009496 + Penalty 2216.859928 = -74835.149568
  nChanged 4
		SP:Iteration 9Q (24485.770000 sec): 3 clusters
  Score: Raw -77056.714375 + Penalty 2216.859928 = -74839.854446
  nChanged 7
		SP:Iteration 10Q (24485.940000 sec): 3 clusters
  Score: Raw -77063.490592 + Penalty 2216.859928 = -74846.630663
  nChanged 8
		SP:Iteration 11Q (24486.130000 sec): 3 clusters
  Score: Raw -77071.597629 + Penalty 2216.859928 = -74854.737701
  nChanged 7
		SP:Iteration 12Q (24486.280000 sec): 3 clusters
  Score: Raw -77078.410625 + Penalty 2216.859928 = -74861.550696
  nChanged 3
		SP:Iteration 13Q (24486.510000 sec): 3 clusters
  Score: Raw -77080.518125 + Penalty 2216.859928 = -74863.658197
  nChanged 3
		SP:Iteration 14Q (24486.630000 sec): 3 clusters
  Score: Raw -77081.777283 + Penalty 2216.859928 = -74864.917355
  nChanged 3
		SP:Iteration 15Q (24486.830000 sec): 3 clusters
  Score: Raw -77084.234651 + Penalty 2216.859928 = -74867.374722
  nChanged 2
		SP:Iteration 16Q (24486.980000 sec): 3 clusters
  Score: Raw -77085.826530 + Penalty 2216.859928 = -74868.966602
  nChanged 1
		SP:Iteration 17Q (24487.160000 sec): 3 clusters
  Score: Raw -77086.202956 + Penalty 2216.859928 = -74869.343027
  nChanged 0
		SP:Iteration 18F (24487.290000 sec): 3 clusters
  Score: Raw -77086.202956 + Penalty 2216.859928 = -74869.343027
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 76 (198366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24488.240000 sec): 2 clusters
  Score: Raw -17806643.502450 + Penalty 1982.153727 = -17804661.348723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24489.310000 sec): 3 clusters
  Score: Raw -17675290.915225 + Penalty 3964.307454 = -17671326.607771
  nChanged 96056
		SP:Iteration 1F (24490.400000 sec): 3 clusters
  Score: Raw -17732419.402344 + Penalty 3964.307454 = -17728455.094891
  nChanged 5350
		SP:Iteration 2Q (24491.450000 sec): 3 clusters
  Score: Raw -17733437.701791 + Penalty 3964.307454 = -17729473.394337
  nChanged 5649
		SP:Iteration 3Q (24492.610000 sec): 3 clusters
  Score: Raw -17734571.847028 + Penalty 3964.307454 = -17730607.539574
  nChanged 5997
		SP:Iteration 4Q (24493.820000 sec): 3 clusters
  Score: Raw -17735999.161100 + Penalty 3964.307454 = -17732034.853647
  nChanged 7143
		SP:Iteration 5Q (24494.860000 sec): 3 clusters
  Score: Raw -17738080.455494 + Penalty 3964.307454 = -17734116.148040
  nChanged 8626
		SP:Iteration 6Q (24495.900000 sec): 3 clusters
  Score: Raw -17741401.497260 + Penalty 3964.307454 = -17737437.189806
  nChanged 10964
		SP:Iteration 7F (24496.900000 sec): 3 clusters
  Score: Raw -17746951.904619 + Penalty 3964.307454 = -17742987.597165
  nChanged 13388
		SP:Iteration 8F (24497.960000 sec): 3 clusters
  Score: Raw -17755560.048326 + Penalty 3964.307454 = -17751595.740872
  nChanged 15058
		SP:Iteration 9F (24498.950000 sec): 3 clusters
  Score: Raw -17767350.529059 + Penalty 3964.307454 = -17763386.221606
  nChanged 15186
		SP:Iteration 10F (24499.960000 sec): 3 clusters
  Score: Raw -17780833.552064 + Penalty 3964.307454 = -17776869.244610
  nChanged 12675
		SP:Iteration 11F (24500.940000 sec): 3 clusters
  Score: Raw -17792706.335702 + Penalty 3964.307454 = -17788742.028248
  nChanged 8322
		SP:Iteration 12Q (24502.000000 sec): 3 clusters
  Score: Raw -17800501.156258 + Penalty 3964.307454 = -17796536.848805
  nChanged 4326
		SP:Iteration 13Q (24503.040000 sec): 3 clusters
  Score: Raw -17804407.083925 + Penalty 3964.307454 = -17800442.776471
  nChanged 1793
		SP:Iteration 14Q (24504.130000 sec): 3 clusters
  Score: Raw -17805974.218868 + Penalty 3964.307454 = -17802009.911414
  nChanged 639
		SP:Iteration 15Q (24505.020000 sec): 3 clusters
  Score: Raw -17806521.032557 + Penalty 3964.307454 = -17802556.725103
  nChanged 231
		SP:Iteration 16Q (24505.970000 sec): 3 clusters
  Score: Raw -17806735.500943 + Penalty 3964.307454 = -17802771.193489
  nChanged 92
		SP:Iteration 17Q (24506.890000 sec): 3 clusters
  Score: Raw -17806833.341087 + Penalty 3964.307454 = -17802869.033634
  nChanged 42
		SP:Iteration 18Q (24507.810000 sec): 3 clusters
  Score: Raw -17806877.094837 + Penalty 3964.307454 = -17802912.787383
  nChanged 32
		SP:Iteration 19Q (24508.750000 sec): 3 clusters
  Score: Raw -17806905.560344 + Penalty 3964.307454 = -17802941.252890
  nChanged 20
		SP:Iteration 20F (24509.850000 sec): 3 clusters
  Score: Raw -17806921.971140 + Penalty 3964.307454 = -17802957.663686
  nChanged 19
		SP:Iteration 21Q (24510.800000 sec): 3 clusters
  Score: Raw -17806936.073471 + Penalty 3964.307454 = -17802971.766018
  nChanged 17
		SP:Iteration 22Q (24511.700000 sec): 3 clusters
  Score: Raw -17806948.142822 + Penalty 3964.307454 = -17802983.835368
  nChanged 11
		SP:Iteration 23Q (24512.550000 sec): 3 clusters
  Score: Raw -17806959.964955 + Penalty 3964.307454 = -17802995.657501
  nChanged 7
		SP:Iteration 24Q (24513.630000 sec): 3 clusters
  Score: Raw -17806964.931136 + Penalty 3964.307454 = -17803000.623682
  nChanged 7
		SP:Iteration 25Q (24514.530000 sec): 3 clusters
  Score: Raw -17806969.494176 + Penalty 3964.307454 = -17803005.186723
  nChanged 1
		SP:Iteration 26Q (24515.490000 sec): 3 clusters
  Score: Raw -17806969.765274 + Penalty 3964.307454 = -17803005.457820
  nChanged 1
		SP:Iteration 27Q (24516.490000 sec): 3 clusters
  Score: Raw -17806971.895148 + Penalty 3964.307454 = -17803007.587694
  nChanged 4
		SP:Iteration 28Q (24517.330000 sec): 3 clusters
  Score: Raw -17806979.097512 + Penalty 3964.307454 = -17803014.790059
  nChanged 6
		SP:Iteration 29Q (24518.150000 sec): 3 clusters
  Score: Raw -17806985.632765 + Penalty 3964.307454 = -17803021.325312
  nChanged 4
		SP:Iteration 30Q (24519.010000 sec): 3 clusters
  Score: Raw -17806988.282765 + Penalty 3964.307454 = -17803023.975311
  nChanged 3
		SP:Iteration 31Q (24519.840000 sec): 3 clusters
  Score: Raw -17806990.184032 + Penalty 3964.307454 = -17803025.876579
  nChanged 5
		SP:Iteration 32Q (24520.720000 sec): 3 clusters
  Score: Raw -17806994.018504 + Penalty 3964.307454 = -17803029.711051
  nChanged 7
		SP:Iteration 33Q (24521.660000 sec): 3 clusters
  Score: Raw -17806998.689740 + Penalty 3964.307454 = -17803034.382286
  nChanged 6
		SP:Iteration 34Q (24522.510000 sec): 3 clusters
  Score: Raw -17807003.657859 + Penalty 3964.307454 = -17803039.350405
  nChanged 3
		SP:Iteration 35Q (24523.390000 sec): 3 clusters
  Score: Raw -17807005.788114 + Penalty 3964.307454 = -17803041.480660
  nChanged 1
		SP:Iteration 36Q (24524.300000 sec): 3 clusters
  Score: Raw -17807006.183931 + Penalty 3964.307454 = -17803041.876478
  nChanged 2
		SP:Iteration 37Q (24525.220000 sec): 3 clusters
  Score: Raw -17807008.007604 + Penalty 3964.307454 = -17803043.700150
  nChanged 2
		SP:Iteration 38Q (24526.130000 sec): 3 clusters
  Score: Raw -17807009.969807 + Penalty 3964.307454 = -17803045.662353
  nChanged 0
		SP:Iteration 39F (24527.110000 sec): 3 clusters
  Score: Raw -17807009.969807 + Penalty 3964.307454 = -17803045.662353
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 77 (16949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24527.350000 sec): 2 clusters
  Score: Raw -1318828.281982 + Penalty 1582.419169 = -1317245.862814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24527.600000 sec): 3 clusters
  Score: Raw -1308750.572272 + Penalty 3164.838337 = -1305585.733935
  nChanged 7605
		SP:Iteration 1F (24527.830000 sec): 3 clusters
  Score: Raw -1312896.158021 + Penalty 3164.838337 = -1309731.319683
  nChanged 1042
		SP:Iteration 2F (24528.070000 sec): 3 clusters
  Score: Raw -1313376.144443 + Penalty 3164.838337 = -1310211.306106
  nChanged 952
		SP:Iteration 3F (24528.280000 sec): 3 clusters
  Score: Raw -1313810.369542 + Penalty 3164.838337 = -1310645.531205
  nChanged 890
		SP:Iteration 4F (24528.510000 sec): 3 clusters
  Score: Raw -1314230.770268 + Penalty 3164.838337 = -1311065.931931
  nChanged 830
		SP:Iteration 5Q (24528.790000 sec): 3 clusters
  Score: Raw -1314612.336231 + Penalty 3164.838337 = -1311447.497893
  nChanged 819
		SP:Iteration 6Q (24528.970000 sec): 3 clusters
  Score: Raw -1315008.950691 + Penalty 3164.838337 = -1311844.112354
  nChanged 768
		SP:Iteration 7Q (24529.210000 sec): 3 clusters
  Score: Raw -1315384.638214 + Penalty 3164.838337 = -1312219.799877
  nChanged 698
		SP:Iteration 8Q (24529.480000 sec): 3 clusters
  Score: Raw -1315732.831680 + Penalty 3164.838337 = -1312567.993343
  nChanged 657
		SP:Iteration 9Q (24529.710000 sec): 3 clusters
  Score: Raw -1316069.219961 + Penalty 3164.838337 = -1312904.381624
  nChanged 607
		SP:Iteration 10Q (24529.970000 sec): 3 clusters
  Score: Raw -1316378.276895 + Penalty 3164.838337 = -1313213.438558
  nChanged 552
		SP:Iteration 11Q (24530.210000 sec): 3 clusters
  Score: Raw -1316598.145950 + Penalty 3164.838337 = -1313433.307612
  nChanged 438
		SP:Iteration 12Q (24530.500000 sec): 3 clusters
  Score: Raw -1316753.746422 + Penalty 3164.838337 = -1313588.908085
  nChanged 360
		SP:Iteration 13Q (24530.740000 sec): 3 clusters
  Score: Raw -1316873.106181 + Penalty 3164.838337 = -1313708.267844
  nChanged 313
		SP:Iteration 14Q (24530.990000 sec): 3 clusters
  Score: Raw -1316963.967106 + Penalty 3164.838337 = -1313799.128769
  nChanged 255
		SP:Iteration 15Q (24531.260000 sec): 3 clusters
  Score: Raw -1317028.792701 + Penalty 3164.838337 = -1313863.954364
  nChanged 202
		SP:Iteration 16Q (24531.450000 sec): 3 clusters
  Score: Raw -1317076.717111 + Penalty 3164.838337 = -1313911.878774
  nChanged 180
		SP:Iteration 17Q (24531.670000 sec): 3 clusters
  Score: Raw -1317114.132856 + Penalty 3164.838337 = -1313949.294519
  nChanged 148
		SP:Iteration 18Q (24531.920000 sec): 3 clusters
  Score: Raw -1317142.029436 + Penalty 3164.838337 = -1313977.191099
  nChanged 141
		SP:Iteration 19Q (24532.150000 sec): 3 clusters
  Score: Raw -1317173.387547 + Penalty 3164.838337 = -1314008.549210
  nChanged 127
		SP:Iteration 20F (24532.380000 sec): 3 clusters
  Score: Raw -1317199.010786 + Penalty 3164.838337 = -1314034.172449
  nChanged 135
		SP:Iteration 21Q (24532.620000 sec): 3 clusters
  Score: Raw -1317228.310443 + Penalty 3164.838337 = -1314063.472106
  nChanged 127
		SP:Iteration 22Q (24532.850000 sec): 3 clusters
  Score: Raw -1317253.835987 + Penalty 3164.838337 = -1314088.997650
  nChanged 123
		SP:Iteration 23Q (24533.060000 sec): 3 clusters
  Score: Raw -1317280.879095 + Penalty 3164.838337 = -1314116.040757
  nChanged 114
		SP:Iteration 24Q (24533.320000 sec): 3 clusters
  Score: Raw -1317301.001289 + Penalty 3164.838337 = -1314136.162952
  nChanged 103
		SP:Iteration 25Q (24533.520000 sec): 3 clusters
  Score: Raw -1317317.184250 + Penalty 3164.838337 = -1314152.345913
  nChanged 84
		SP:Iteration 26Q (24533.760000 sec): 3 clusters
  Score: Raw -1317331.255077 + Penalty 3164.838337 = -1314166.416740
  nChanged 81
		SP:Iteration 27Q (24534.000000 sec): 3 clusters
  Score: Raw -1317344.568078 + Penalty 3164.838337 = -1314179.729741
  nChanged 93
		SP:Iteration 28Q (24534.240000 sec): 3 clusters
  Score: Raw -1317361.116207 + Penalty 3164.838337 = -1314196.277870
  nChanged 93
		SP:Iteration 29Q (24534.460000 sec): 3 clusters
  Score: Raw -1317383.469080 + Penalty 3164.838337 = -1314218.630743
  nChanged 112
		SP:Iteration 30Q (24534.680000 sec): 3 clusters
  Score: Raw -1317410.972883 + Penalty 3164.838337 = -1314246.134546
  nChanged 121
		SP:Iteration 31Q (24534.920000 sec): 3 clusters
  Score: Raw -1317451.571773 + Penalty 3164.838337 = -1314286.733436
  nChanged 155
		SP:Iteration 32Q (24535.110000 sec): 3 clusters
  Score: Raw -1317514.592341 + Penalty 3164.838337 = -1314349.754003
  nChanged 185
		SP:Iteration 33Q (24535.360000 sec): 3 clusters
  Score: Raw -1317596.767301 + Penalty 3164.838337 = -1314431.928964
  nChanged 198
		SP:Iteration 34Q (24535.600000 sec): 3 clusters
  Score: Raw -1317697.639787 + Penalty 3164.838337 = -1314532.801450
  nChanged 220
		SP:Iteration 35Q (24535.850000 sec): 3 clusters
  Score: Raw -1317839.448229 + Penalty 3164.838337 = -1314674.609892
  nChanged 261
		SP:Iteration 36Q (24536.060000 sec): 3 clusters
  Score: Raw -1318035.990066 + Penalty 3164.838337 = -1314871.151728
  nChanged 282
		SP:Iteration 37Q (24536.310000 sec): 3 clusters
  Score: Raw -1318228.316818 + Penalty 3164.838337 = -1315063.478481
  nChanged 256
		SP:Iteration 38Q (24536.550000 sec): 3 clusters
  Score: Raw -1318376.510338 + Penalty 3164.838337 = -1315211.672001
  nChanged 225
		SP:Iteration 39Q (24536.840000 sec): 3 clusters
  Score: Raw -1318483.799481 + Penalty 3164.838337 = -1315318.961144
  nChanged 197
		SP:Iteration 40F (24537.040000 sec): 3 clusters
  Score: Raw -1318565.451105 + Penalty 3164.838337 = -1315400.612768
  nChanged 171
		SP:Iteration 41Q (24537.340000 sec): 3 clusters
  Score: Raw -1318631.812831 + Penalty 3164.838337 = -1315466.974494
  nChanged 146
		SP:Iteration 42Q (24537.560000 sec): 3 clusters
  Score: Raw -1318675.502133 + Penalty 3164.838337 = -1315510.663796
  nChanged 119
		SP:Iteration 43Q (24537.740000 sec): 3 clusters
  Score: Raw -1318706.217571 + Penalty 3164.838337 = -1315541.379234
  nChanged 109
		SP:Iteration 44Q (24538.010000 sec): 3 clusters
  Score: Raw -1318733.632024 + Penalty 3164.838337 = -1315568.793687
  nChanged 100
		SP:Iteration 45Q (24538.200000 sec): 3 clusters
  Score: Raw -1318761.383075 + Penalty 3164.838337 = -1315596.544738
  nChanged 99
		SP:Iteration 46Q (24538.450000 sec): 3 clusters
  Score: Raw -1318785.554462 + Penalty 3164.838337 = -1315620.716125
  nChanged 72
		SP:Iteration 47Q (24538.660000 sec): 3 clusters
  Score: Raw -1318799.349628 + Penalty 3164.838337 = -1315634.511291
  nChanged 66
		SP:Iteration 48Q (24538.900000 sec): 3 clusters
  Score: Raw -1318813.701425 + Penalty 3164.838337 = -1315648.863088
  nChanged 70
		SP:Iteration 49Q (24539.120000 sec): 3 clusters
  Score: Raw -1318827.435629 + Penalty 3164.838337 = -1315662.597292
  nChanged 55
		SP:Iteration 50Q (24539.340000 sec): 3 clusters
  Score: Raw -1318839.493261 + Penalty 3164.838337 = -1315674.654924
  nChanged 56
		SP:Iteration 51Q (24539.570000 sec): 3 clusters
  Score: Raw -1318852.164970 + Penalty 3164.838337 = -1315687.326633
  nChanged 46
		SP:Iteration 52Q (24539.820000 sec): 3 clusters
  Score: Raw -1318861.842250 + Penalty 3164.838337 = -1315697.003913
  nChanged 48
		SP:Iteration 53Q (24540.020000 sec): 3 clusters
  Score: Raw -1318874.357765 + Penalty 3164.838337 = -1315709.519428
  nChanged 59
		SP:Iteration 54Q (24540.250000 sec): 3 clusters
  Score: Raw -1318889.633513 + Penalty 3164.838337 = -1315724.795176
  nChanged 61
		SP:Iteration 55Q (24540.500000 sec): 3 clusters
  Score: Raw -1318905.506583 + Penalty 3164.838337 = -1315740.668246
  nChanged 63
		SP:Iteration 56Q (24540.720000 sec): 3 clusters
  Score: Raw -1318923.136897 + Penalty 3164.838337 = -1315758.298560
  nChanged 76
		SP:Iteration 57Q (24540.920000 sec): 3 clusters
  Score: Raw -1318944.287017 + Penalty 3164.838337 = -1315779.448680
  nChanged 72
		SP:Iteration 58Q (24541.220000 sec): 3 clusters
  Score: Raw -1318963.273255 + Penalty 3164.838337 = -1315798.434918
  nChanged 59
		SP:Iteration 59Q (24541.440000 sec): 3 clusters
  Score: Raw -1318975.436683 + Penalty 3164.838337 = -1315810.598346
  nChanged 59
		SP:Iteration 60F (24541.680000 sec): 3 clusters
  Score: Raw -1318989.271831 + Penalty 3164.838337 = -1315824.433494
  nChanged 71
		SP:Iteration 61Q (24541.920000 sec): 3 clusters
  Score: Raw -1319007.625718 + Penalty 3164.838337 = -1315842.787381
  nChanged 62
		SP:Iteration 62Q (24542.190000 sec): 3 clusters
  Score: Raw -1319023.087013 + Penalty 3164.838337 = -1315858.248676
  nChanged 57
		SP:Iteration 63Q (24542.410000 sec): 3 clusters
  Score: Raw -1319038.166861 + Penalty 3164.838337 = -1315873.328524
  nChanged 58
		SP:Iteration 64Q (24542.610000 sec): 3 clusters
  Score: Raw -1319051.968266 + Penalty 3164.838337 = -1315887.129929
  nChanged 53
		SP:Iteration 65Q (24542.860000 sec): 3 clusters
  Score: Raw -1319066.801060 + Penalty 3164.838337 = -1315901.962723
  nChanged 55
		SP:Iteration 66Q (24543.050000 sec): 3 clusters
  Score: Raw -1319082.531763 + Penalty 3164.838337 = -1315917.693425
  nChanged 57
		SP:Iteration 67Q (24543.340000 sec): 3 clusters
  Score: Raw -1319097.282405 + Penalty 3164.838337 = -1315932.444068
  nChanged 63
		SP:Iteration 68Q (24543.550000 sec): 3 clusters
  Score: Raw -1319117.605401 + Penalty 3164.838337 = -1315952.767064
  nChanged 72
		SP:Iteration 69Q (24543.800000 sec): 3 clusters
  Score: Raw -1319140.153574 + Penalty 3164.838337 = -1315975.315237
  nChanged 73
		SP:Iteration 70Q (24544.000000 sec): 3 clusters
  Score: Raw -1319164.512524 + Penalty 3164.838337 = -1315999.674187
  nChanged 74
		SP:Iteration 71Q (24544.290000 sec): 3 clusters
  Score: Raw -1319194.214585 + Penalty 3164.838337 = -1316029.376248
  nChanged 66
		SP:Iteration 72Q (24544.500000 sec): 3 clusters
  Score: Raw -1319218.625606 + Penalty 3164.838337 = -1316053.787269
  nChanged 56
		SP:Iteration 73Q (24544.720000 sec): 3 clusters
  Score: Raw -1319237.163410 + Penalty 3164.838337 = -1316072.325073
  nChanged 55
		SP:Iteration 74Q (24544.950000 sec): 3 clusters
  Score: Raw -1319256.809230 + Penalty 3164.838337 = -1316091.970892
  nChanged 51
		SP:Iteration 75Q (24545.180000 sec): 3 clusters
  Score: Raw -1319274.392325 + Penalty 3164.838337 = -1316109.553988
  nChanged 46
		SP:Iteration 76Q (24545.410000 sec): 3 clusters
  Score: Raw -1319290.775068 + Penalty 3164.838337 = -1316125.936731
  nChanged 48
		SP:Iteration 77Q (24545.640000 sec): 3 clusters
  Score: Raw -1319306.244568 + Penalty 3164.838337 = -1316141.406231
  nChanged 36
		SP:Iteration 78Q (24545.820000 sec): 3 clusters
  Score: Raw -1319318.026367 + Penalty 3164.838337 = -1316153.188030
  nChanged 34
		SP:Iteration 79Q (24546.060000 sec): 3 clusters
  Score: Raw -1319329.904674 + Penalty 3164.838337 = -1316165.066337
  nChanged 29
		SP:Iteration 80F (24546.260000 sec): 3 clusters
  Score: Raw -1319347.260037 + Penalty 3164.838337 = -1316182.421700
  nChanged 44
		SP:Iteration 81Q (24546.420000 sec): 3 clusters
  Score: Raw -1319368.719535 + Penalty 3164.838337 = -1316203.881198
  nChanged 33
		SP:Iteration 82Q (24546.720000 sec): 3 clusters
  Score: Raw -1319384.842134 + Penalty 3164.838337 = -1316220.003797
  nChanged 34
		SP:Iteration 83Q (24546.960000 sec): 3 clusters
  Score: Raw -1319405.641095 + Penalty 3164.838337 = -1316240.802758
  nChanged 41
		SP:Iteration 84Q (24547.220000 sec): 3 clusters
  Score: Raw -1319424.939635 + Penalty 3164.838337 = -1316260.101298
  nChanged 30
		SP:Iteration 85Q (24547.470000 sec): 3 clusters
  Score: Raw -1319438.927271 + Penalty 3164.838337 = -1316274.088934
  nChanged 33
		SP:Iteration 86Q (24547.680000 sec): 3 clusters
  Score: Raw -1319456.051510 + Penalty 3164.838337 = -1316291.213173
  nChanged 43
		SP:Iteration 87Q (24547.930000 sec): 3 clusters
  Score: Raw -1319473.597307 + Penalty 3164.838337 = -1316308.758970
  nChanged 34
		SP:Iteration 88Q (24548.200000 sec): 3 clusters
  Score: Raw -1319490.097689 + Penalty 3164.838337 = -1316325.259352
  nChanged 29
		SP:Iteration 89Q (24548.460000 sec): 3 clusters
  Score: Raw -1319501.811325 + Penalty 3164.838337 = -1316336.972988
  nChanged 25
		SP:Iteration 90Q (24548.680000 sec): 3 clusters
  Score: Raw -1319510.021935 + Penalty 3164.838337 = -1316345.183598
  nChanged 14
		SP:Iteration 91Q (24548.900000 sec): 3 clusters
  Score: Raw -1319515.277557 + Penalty 3164.838337 = -1316350.439220
  nChanged 14
		SP:Iteration 92Q (24549.170000 sec): 3 clusters
  Score: Raw -1319519.735498 + Penalty 3164.838337 = -1316354.897161
  nChanged 13
		SP:Iteration 93Q (24549.440000 sec): 3 clusters
  Score: Raw -1319523.421342 + Penalty 3164.838337 = -1316358.583005
  nChanged 9
		SP:Iteration 94Q (24549.630000 sec): 3 clusters
  Score: Raw -1319526.612986 + Penalty 3164.838337 = -1316361.774649
  nChanged 8
		SP:Iteration 95Q (24549.860000 sec): 3 clusters
  Score: Raw -1319530.206112 + Penalty 3164.838337 = -1316365.367775
  nChanged 13
		SP:Iteration 96Q (24550.100000 sec): 3 clusters
  Score: Raw -1319536.952465 + Penalty 3164.838337 = -1316372.114128
  nChanged 18
		SP:Iteration 97Q (24550.350000 sec): 3 clusters
  Score: Raw -1319545.540136 + Penalty 3164.838337 = -1316380.701799
  nChanged 20
		SP:Iteration 98Q (24550.560000 sec): 3 clusters
  Score: Raw -1319555.229508 + Penalty 3164.838337 = -1316390.391171
  nChanged 17
		SP:Iteration 99Q (24550.820000 sec): 3 clusters
  Score: Raw -1319562.327834 + Penalty 3164.838337 = -1316397.489497
  nChanged 14
		SP:Iteration 100F (24551.050000 sec): 3 clusters
  Score: Raw -1319567.710030 + Penalty 3164.838337 = -1316402.871692
  nChanged 9
		SP:Iteration 101Q (24551.340000 sec): 3 clusters
  Score: Raw -1319570.630787 + Penalty 3164.838337 = -1316405.792450
  nChanged 3
		SP:Iteration 102Q (24551.580000 sec): 3 clusters
  Score: Raw -1319572.070263 + Penalty 3164.838337 = -1316407.231926
  nChanged 4
		SP:Iteration 103Q (24551.860000 sec): 3 clusters
  Score: Raw -1319573.006359 + Penalty 3164.838337 = -1316408.168022
  nChanged 2
		SP:Iteration 104Q (24552.080000 sec): 3 clusters
  Score: Raw -1319573.932561 + Penalty 3164.838337 = -1316409.094224
  nChanged 4
		SP:Iteration 105Q (24552.310000 sec): 3 clusters
  Score: Raw -1319574.979771 + Penalty 3164.838337 = -1316410.141434
  nChanged 4
		SP:Iteration 106Q (24552.580000 sec): 3 clusters
  Score: Raw -1319575.734745 + Penalty 3164.838337 = -1316410.896408
  nChanged 1
		SP:Iteration 107Q (24552.820000 sec): 3 clusters
  Score: Raw -1319576.188750 + Penalty 3164.838337 = -1316411.350413
  nChanged 2
		SP:Iteration 108Q (24553.080000 sec): 3 clusters
  Score: Raw -1319576.785427 + Penalty 3164.838337 = -1316411.947090
  nChanged 5
		SP:Iteration 109Q (24553.300000 sec): 3 clusters
  Score: Raw -1319577.796715 + Penalty 3164.838337 = -1316412.958378
  nChanged 4
		SP:Iteration 110Q (24553.550000 sec): 3 clusters
  Score: Raw -1319579.123068 + Penalty 3164.838337 = -1316414.284731
  nChanged 4
		SP:Iteration 111Q (24553.780000 sec): 3 clusters
  Score: Raw -1319580.653084 + Penalty 3164.838337 = -1316415.814747
  nChanged 7
		SP:Iteration 112Q (24553.990000 sec): 3 clusters
  Score: Raw -1319582.347212 + Penalty 3164.838337 = -1316417.508875
  nChanged 4
		SP:Iteration 113Q (24554.200000 sec): 3 clusters
  Score: Raw -1319583.116388 + Penalty 3164.838337 = -1316418.278051
  nChanged 0
		SP:Iteration 114F (24554.480000 sec): 3 clusters
  Score: Raw -1319583.116388 + Penalty 3164.838337 = -1316418.278051
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 78 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24554.550000 sec): 2 clusters
  Score: Raw -48463.147335 + Penalty 1040.849624 = -47422.297711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24554.760000 sec): 3 clusters
  Score: Raw -48335.092294 + Penalty 2081.699249 = -46253.393045
  nChanged 140
		SP:Iteration 1F (24554.900000 sec): 3 clusters
  Score: Raw -48513.562875 + Penalty 2081.699249 = -46431.863626
  nChanged 34
		SP:Iteration 2F (24555.110000 sec): 3 clusters
  Score: Raw -48560.159249 + Penalty 2081.699249 = -46478.460001
  nChanged 20
		SP:Iteration 3Q (24555.240000 sec): 3 clusters
  Score: Raw -48591.056931 + Penalty 2081.699249 = -46509.357682
  nChanged 13
		SP:Iteration 4Q (24555.400000 sec): 3 clusters
  Score: Raw -48606.463292 + Penalty 2081.699249 = -46524.764043
  nChanged 6
		SP:Iteration 5Q (24555.630000 sec): 3 clusters
  Score: Raw -48613.269810 + Penalty 2081.699249 = -46531.570561
  nChanged 5
		SP:Iteration 6Q (24555.780000 sec): 3 clusters
  Score: Raw -48618.021309 + Penalty 2081.699249 = -46536.322060
  nChanged 3
		SP:Iteration 7Q (24555.950000 sec): 3 clusters
  Score: Raw -48622.431938 + Penalty 2081.699249 = -46540.732689
  nChanged 1
		SP:Iteration 8Q (24556.150000 sec): 3 clusters
  Score: Raw -48623.948571 + Penalty 2081.699249 = -46542.249322
  nChanged 3
		SP:Iteration 9Q (24556.300000 sec): 3 clusters
  Score: Raw -48626.093983 + Penalty 2081.699249 = -46544.394734
  nChanged 2
		SP:Iteration 10Q (24556.520000 sec): 3 clusters
  Score: Raw -48628.219419 + Penalty 2081.699249 = -46546.520171
  nChanged 2
		SP:Iteration 11Q (24556.690000 sec): 3 clusters
  Score: Raw -48630.346625 + Penalty 2081.699249 = -46548.647377
  nChanged 1
		SP:Iteration 12Q (24556.890000 sec): 3 clusters
  Score: Raw -48631.486737 + Penalty 2081.699249 = -46549.787488
  nChanged 0
		SP:Iteration 13F (24557.070000 sec): 3 clusters
  Score: Raw -48631.486737 + Penalty 2081.699249 = -46549.787488
  nChanged 0
Iteration 219Q (24678.720000 sec): 80 clusters
  Score: Raw -122369504.064915 + Penalty 182365.225138 = -122187138.839778
  nChanged 830
Iteration 220F (24881.350000 sec): 80 clusters
  Score: Raw -122369737.071115 + Penalty 182365.225138 = -122187371.845977
  nChanged 969
Iteration 221Q (24963.320000 sec): 80 clusters
  Score: Raw -122369927.024290 + Penalty 182365.225138 = -122187561.799152
  nChanged 928
Iteration 222Q (25093.690000 sec): 80 clusters
  Score: Raw -122370075.062179 + Penalty 182365.225138 = -122187709.837041
  nChanged 857
Iteration 223Q (25227.940000 sec): 80 clusters
  Score: Raw -122370205.187645 + Penalty 182365.225138 = -122187839.962507
  nChanged 894
Iteration 224Q (25369.420000 sec): 80 clusters
  Score: Raw -122370295.453808 + Penalty 182365.225138 = -122187930.228670
  nChanged 887
Iteration 225Q (25517.240000 sec): 80 clusters
  Score: Raw -122370368.022390 + Penalty 182365.225138 = -122188002.797252
  nChanged 927
Iteration 226Q (25661.400000 sec): 80 clusters
  Score: Raw -122370439.393715 + Penalty 182365.225138 = -122188074.168577
  nChanged 938
Iteration 227Q (25811.940000 sec): 80 clusters
  Score: Raw -122370501.501928 + Penalty 182365.225138 = -122188136.276790
  nChanged 899
Iteration 228Q (25951.910000 sec): 80 clusters
  Score: Raw -122370559.603887 + Penalty 182365.225138 = -122188194.378749
  nChanged 888
Iteration 229Q (26100.370000 sec): 80 clusters
  Score: Raw -122370615.350244 + Penalty 182365.225138 = -122188250.125106
  nChanged 851
Iteration 230Q (26241.860000 sec): 80 clusters
  Score: Raw -122370662.009148 + Penalty 182365.225138 = -122188296.784011
  nChanged 833
Iteration 231Q (26385.180000 sec): 80 clusters
  Score: Raw -122370703.385622 + Penalty 182365.225138 = -122188338.160484
  nChanged 859
Iteration 232Q (26516.070000 sec): 80 clusters
  Score: Raw -122370748.625227 + Penalty 182365.225138 = -122188383.400089
  nChanged 823
Iteration 233Q (26658.340000 sec): 80 clusters
  Score: Raw -122370791.981251 + Penalty 182365.225138 = -122188426.756113
  nChanged 840
Iteration 234Q (26810.020000 sec): 80 clusters
  Score: Raw -122370833.364863 + Penalty 182365.225138 = -122188468.139725
  nChanged 841
Iteration 235Q (26940.270000 sec): 80 clusters
  Score: Raw -122370873.066448 + Penalty 182365.225138 = -122188507.841311
  nChanged 838
Iteration 236Q (27086.540000 sec): 80 clusters
  Score: Raw -122370914.977574 + Penalty 182365.225138 = -122188549.752437
  nChanged 820
Iteration 237Q (27233.930000 sec): 80 clusters
  Score: Raw -122370950.438542 + Penalty 182365.225138 = -122188585.213404
  nChanged 858
Iteration 238Q (27376.360000 sec): 80 clusters
  Score: Raw -122370984.646881 + Penalty 182365.225138 = -122188619.421743
  nChanged 823
Iteration 239Q (27525.680000 sec): 80 clusters
  Score: Raw -122371013.814605 + Penalty 182365.225138 = -122188648.589467
  nChanged 740
Iteration 240F (27737.980000 sec): 80 clusters
  Score: Raw -122371040.680543 + Penalty 182365.225138 = -122188675.455406
  nChanged 719
Iteration 241Q (27903.230000 sec): 80 clusters
  Score: Raw -122371068.200017 + Penalty 182365.225138 = -122188702.974879
  nChanged 710
Iteration 242Q (28058.440000 sec): 80 clusters
  Score: Raw -122371095.435902 + Penalty 182365.225138 = -122188730.210764
  nChanged 699
Iteration 243Q (28208.180000 sec): 80 clusters
  Score: Raw -122371119.450207 + Penalty 182365.225138 = -122188754.225069
  nChanged 658
Iteration 244Q (28356.150000 sec): 80 clusters
  Score: Raw -122371143.112455 + Penalty 182365.225138 = -122188777.887317
  nChanged 656
Iteration 245Q (28504.000000 sec): 80 clusters
  Score: Raw -122371165.532877 + Penalty 182365.225138 = -122188800.307739
  nChanged 655
Iteration 246Q (28651.110000 sec): 80 clusters
  Score: Raw -122371187.276469 + Penalty 182365.225138 = -122188822.051331
  nChanged 609
Iteration 247Q (28789.780000 sec): 80 clusters
  Score: Raw -122371207.873137 + Penalty 182365.225138 = -122188842.647999
  nChanged 609
Iteration 248Q (28940.700000 sec): 80 clusters
  Score: Raw -122371226.271523 + Penalty 182365.225138 = -122188861.046385
  nChanged 617
Iteration 249Q (29090.330000 sec): 80 clusters
  Score: Raw -122371244.892868 + Penalty 182365.225138 = -122188879.667730
  nChanged 588
Iteration 250Q (29241.130000 sec): 80 clusters
  Score: Raw -122371265.395144 + Penalty 182365.225138 = -122188900.170006
  nChanged 646
Iteration 251Q (29399.090000 sec): 80 clusters
  Score: Raw -122371288.441641 + Penalty 182365.225138 = -122188923.216503
  nChanged 614
Iteration 252Q (29550.430000 sec): 80 clusters
  Score: Raw -122371307.452067 + Penalty 182365.225138 = -122188942.226929
  nChanged 584
Iteration 253Q (29687.840000 sec): 80 clusters
  Score: Raw -122371328.036525 + Penalty 182365.225138 = -122188962.811388
  nChanged 572
Iteration 254Q (29847.620000 sec): 80 clusters
  Score: Raw -122371348.271789 + Penalty 182365.225138 = -122188983.046652
  nChanged 569
Iteration 255Q (30016.390000 sec): 80 clusters
  Score: Raw -122371366.065764 + Penalty 182365.225138 = -122189000.840626
  nChanged 531
Iteration 256Q (30173.330000 sec): 80 clusters
  Score: Raw -122371382.682681 + Penalty 182365.225138 = -122189017.457543
  nChanged 528
Iteration 257Q (30308.360000 sec): 80 clusters
  Score: Raw -122371399.304464 + Penalty 182365.225138 = -122189034.079326
  nChanged 494
Iteration 258Q (30459.530000 sec): 80 clusters
  Score: Raw -122371415.590114 + Penalty 182365.225138 = -122189050.364976
  nChanged 450
Writing temp clu file 
Because OldScore, -122189034.079326, is greater than current (better) Score,-122189050.364976 
 Compute initial score before splitting:   Score: Raw -122371415.590114 + Penalty 182365.225138 = -122189050.364976
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 1 (55864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30460.270000 sec): 2 clusters
  Score: Raw -4619503.604405 + Penalty 1776.234760 = -4617727.369645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30460.730000 sec): 3 clusters
  Score: Raw -4583984.481360 + Penalty 3552.469519 = -4580432.011841
  nChanged 26221
		SP:Iteration 1F (30461.170000 sec): 3 clusters
  Score: Raw -4599158.778832 + Penalty 3552.469519 = -4595606.309312
  nChanged 2110
		SP:Iteration 2Q (30461.620000 sec): 3 clusters
  Score: Raw -4599764.600021 + Penalty 3552.469519 = -4596212.130502
  nChanged 2170
		SP:Iteration 3Q (30462.100000 sec): 3 clusters
  Score: Raw -4600484.365867 + Penalty 3552.469519 = -4596931.896347
  nChanged 2382
		SP:Iteration 4Q (30462.570000 sec): 3 clusters
  Score: Raw -4601380.856588 + Penalty 3552.469519 = -4597828.387068
  nChanged 2664
		SP:Iteration 5Q (30463.090000 sec): 3 clusters
  Score: Raw -4602523.516823 + Penalty 3552.469519 = -4598971.047304
  nChanged 2849
		SP:Iteration 6F (30463.550000 sec): 3 clusters
  Score: Raw -4603977.857033 + Penalty 3552.469519 = -4600425.387514
  nChanged 3060
		SP:Iteration 7F (30463.970000 sec): 3 clusters
  Score: Raw -4605837.437180 + Penalty 3552.469519 = -4602284.967660
  nChanged 3206
		SP:Iteration 8F (30464.490000 sec): 3 clusters
  Score: Raw -4607948.779789 + Penalty 3552.469519 = -4604396.310269
  nChanged 3030
		SP:Iteration 9F (30464.950000 sec): 3 clusters
  Score: Raw -4609886.636135 + Penalty 3552.469519 = -4606334.166615
  nChanged 2500
		SP:Iteration 10Q (30465.480000 sec): 3 clusters
  Score: Raw -4611218.697177 + Penalty 3552.469519 = -4607666.227658
  nChanged 1933
		SP:Iteration 11Q (30465.930000 sec): 3 clusters
  Score: Raw -4611998.729211 + Penalty 3552.469519 = -4608446.259691
  nChanged 1319
		SP:Iteration 12Q (30466.440000 sec): 3 clusters
  Score: Raw -4612477.627162 + Penalty 3552.469519 = -4608925.157643
  nChanged 1050
		SP:Iteration 13Q (30466.900000 sec): 3 clusters
  Score: Raw -4612855.395056 + Penalty 3552.469519 = -4609302.925536
  nChanged 996
		SP:Iteration 14Q (30467.420000 sec): 3 clusters
  Score: Raw -4613214.450993 + Penalty 3552.469519 = -4609661.981474
  nChanged 944
		SP:Iteration 15Q (30467.870000 sec): 3 clusters
  Score: Raw -4613569.792769 + Penalty 3552.469519 = -4610017.323249
  nChanged 911
		SP:Iteration 16Q (30468.320000 sec): 3 clusters
  Score: Raw -4613910.706749 + Penalty 3552.469519 = -4610358.237230
  nChanged 914
		SP:Iteration 17Q (30468.790000 sec): 3 clusters
  Score: Raw -4614282.995107 + Penalty 3552.469519 = -4610730.525588
  nChanged 913
		SP:Iteration 18Q (30469.270000 sec): 3 clusters
  Score: Raw -4614640.433163 + Penalty 3552.469519 = -4611087.963644
  nChanged 867
		SP:Iteration 19Q (30469.750000 sec): 3 clusters
  Score: Raw -4615004.435908 + Penalty 3552.469519 = -4611451.966388
  nChanged 864
		SP:Iteration 20F (30470.180000 sec): 3 clusters
  Score: Raw -4615354.043654 + Penalty 3552.469519 = -4611801.574134
  nChanged 820
		SP:Iteration 21Q (30470.600000 sec): 3 clusters
  Score: Raw -4615677.414623 + Penalty 3552.469519 = -4612124.945103
  nChanged 767
		SP:Iteration 22Q (30471.030000 sec): 3 clusters
  Score: Raw -4615969.225735 + Penalty 3552.469519 = -4612416.756215
  nChanged 737
		SP:Iteration 23Q (30471.490000 sec): 3 clusters
  Score: Raw -4616259.793383 + Penalty 3552.469519 = -4612707.323863
  nChanged 689
		SP:Iteration 24Q (30471.930000 sec): 3 clusters
  Score: Raw -4616522.634728 + Penalty 3552.469519 = -4612970.165208
  nChanged 647
		SP:Iteration 25Q (30472.410000 sec): 3 clusters
  Score: Raw -4616771.644302 + Penalty 3552.469519 = -4613219.174782
  nChanged 606
		SP:Iteration 26Q (30472.850000 sec): 3 clusters
  Score: Raw -4617011.644692 + Penalty 3552.469519 = -4613459.175173
  nChanged 590
		SP:Iteration 27Q (30473.310000 sec): 3 clusters
  Score: Raw -4617257.527069 + Penalty 3552.469519 = -4613705.057550
  nChanged 582
		SP:Iteration 28Q (30473.790000 sec): 3 clusters
  Score: Raw -4617482.816347 + Penalty 3552.469519 = -4613930.346828
  nChanged 534
		SP:Iteration 29Q (30474.220000 sec): 3 clusters
  Score: Raw -4617687.658036 + Penalty 3552.469519 = -4614135.188516
  nChanged 489
		SP:Iteration 30Q (30474.690000 sec): 3 clusters
  Score: Raw -4617860.923473 + Penalty 3552.469519 = -4614308.453954
  nChanged 450
		SP:Iteration 31Q (30475.120000 sec): 3 clusters
  Score: Raw -4618011.169141 + Penalty 3552.469519 = -4614458.699621
  nChanged 451
		SP:Iteration 32Q (30475.600000 sec): 3 clusters
  Score: Raw -4618142.524894 + Penalty 3552.469519 = -4614590.055374
  nChanged 416
		SP:Iteration 33Q (30476.130000 sec): 3 clusters
  Score: Raw -4618257.500718 + Penalty 3552.469519 = -4614705.031198
  nChanged 363
		SP:Iteration 34Q (30476.520000 sec): 3 clusters
  Score: Raw -4618342.172947 + Penalty 3552.469519 = -4614789.703428
  nChanged 330
		SP:Iteration 35Q (30476.950000 sec): 3 clusters
  Score: Raw -4618413.624022 + Penalty 3552.469519 = -4614861.154503
  nChanged 303
		SP:Iteration 36Q (30477.380000 sec): 3 clusters
  Score: Raw -4618476.215159 + Penalty 3552.469519 = -4614923.745640
  nChanged 274
		SP:Iteration 37Q (30477.790000 sec): 3 clusters
  Score: Raw -4618533.162249 + Penalty 3552.469519 = -4614980.692730
  nChanged 277
		SP:Iteration 38Q (30478.190000 sec): 3 clusters
  Score: Raw -4618598.165272 + Penalty 3552.469519 = -4615045.695752
  nChanged 311
		SP:Iteration 39Q (30478.600000 sec): 3 clusters
  Score: Raw -4618674.650298 + Penalty 3552.469519 = -4615122.180779
  nChanged 309
		SP:Iteration 40F (30479.090000 sec): 3 clusters
  Score: Raw -4618754.335734 + Penalty 3552.469519 = -4615201.866214
  nChanged 315
		SP:Iteration 41Q (30479.590000 sec): 3 clusters
  Score: Raw -4618841.863185 + Penalty 3552.469519 = -4615289.393666
  nChanged 300
		SP:Iteration 42Q (30480.060000 sec): 3 clusters
  Score: Raw -4618928.908288 + Penalty 3552.469519 = -4615376.438768
  nChanged 311
		SP:Iteration 43Q (30480.470000 sec): 3 clusters
  Score: Raw -4619018.065436 + Penalty 3552.469519 = -4615465.595916
  nChanged 315
		SP:Iteration 44Q (30480.900000 sec): 3 clusters
  Score: Raw -4619112.009246 + Penalty 3552.469519 = -4615559.539727
  nChanged 324
		SP:Iteration 45Q (30481.400000 sec): 3 clusters
  Score: Raw -4619217.667895 + Penalty 3552.469519 = -4615665.198375
  nChanged 349
		SP:Iteration 46Q (30481.820000 sec): 3 clusters
  Score: Raw -4619329.971824 + Penalty 3552.469519 = -4615777.502305
  nChanged 340
		SP:Iteration 47Q (30482.290000 sec): 3 clusters
  Score: Raw -4619438.060919 + Penalty 3552.469519 = -4615885.591399
  nChanged 357
		SP:Iteration 48Q (30482.720000 sec): 3 clusters
  Score: Raw -4619571.628039 + Penalty 3552.469519 = -4616019.158519
  nChanged 363
		SP:Iteration 49Q (30483.150000 sec): 3 clusters
  Score: Raw -4619716.516034 + Penalty 3552.469519 = -4616164.046514
  nChanged 366
		SP:Iteration 50Q (30483.520000 sec): 3 clusters
  Score: Raw -4619861.929012 + Penalty 3552.469519 = -4616309.459493
  nChanged 331
		SP:Iteration 51Q (30483.960000 sec): 3 clusters
  Score: Raw -4619985.733400 + Penalty 3552.469519 = -4616433.263880
  nChanged 312
		SP:Iteration 52Q (30484.410000 sec): 3 clusters
  Score: Raw -4620094.535964 + Penalty 3552.469519 = -4616542.066444
  nChanged 290
		SP:Iteration 53Q (30484.840000 sec): 3 clusters
  Score: Raw -4620195.497468 + Penalty 3552.469519 = -4616643.027949
  nChanged 253
		SP:Iteration 54Q (30485.300000 sec): 3 clusters
  Score: Raw -4620276.293725 + Penalty 3552.469519 = -4616723.824206
  nChanged 220
		SP:Iteration 55Q (30485.740000 sec): 3 clusters
  Score: Raw -4620344.604657 + Penalty 3552.469519 = -4616792.135138
  nChanged 197
		SP:Iteration 56Q (30486.180000 sec): 3 clusters
  Score: Raw -4620399.074551 + Penalty 3552.469519 = -4616846.605032
  nChanged 149
		SP:Iteration 57Q (30486.590000 sec): 3 clusters
  Score: Raw -4620440.923656 + Penalty 3552.469519 = -4616888.454136
  nChanged 136
		SP:Iteration 58Q (30487.030000 sec): 3 clusters
  Score: Raw -4620481.991417 + Penalty 3552.469519 = -4616929.521898
  nChanged 153
		SP:Iteration 59Q (30487.480000 sec): 3 clusters
  Score: Raw -4620524.940405 + Penalty 3552.469519 = -4616972.470885
  nChanged 142
		SP:Iteration 60F (30487.980000 sec): 3 clusters
  Score: Raw -4620567.154614 + Penalty 3552.469519 = -4617014.685095
  nChanged 109
		SP:Iteration 61Q (30488.390000 sec): 3 clusters
  Score: Raw -4620596.137164 + Penalty 3552.469519 = -4617043.667644
  nChanged 98
		SP:Iteration 62Q (30488.830000 sec): 3 clusters
  Score: Raw -4620622.489662 + Penalty 3552.469519 = -4617070.020142
  nChanged 80
		SP:Iteration 63Q (30489.290000 sec): 3 clusters
  Score: Raw -4620639.108376 + Penalty 3552.469519 = -4617086.638856
  nChanged 66
		SP:Iteration 64Q (30489.720000 sec): 3 clusters
  Score: Raw -4620650.599420 + Penalty 3552.469519 = -4617098.129900
  nChanged 51
		SP:Iteration 65Q (30490.170000 sec): 3 clusters
  Score: Raw -4620658.112295 + Penalty 3552.469519 = -4617105.642776
  nChanged 30
		SP:Iteration 66Q (30490.580000 sec): 3 clusters
  Score: Raw -4620663.901284 + Penalty 3552.469519 = -4617111.431765
  nChanged 34
		SP:Iteration 67Q (30491.030000 sec): 3 clusters
  Score: Raw -4620669.529860 + Penalty 3552.469519 = -4617117.060340
  nChanged 30
		SP:Iteration 68Q (30491.460000 sec): 3 clusters
  Score: Raw -4620674.119386 + Penalty 3552.469519 = -4617121.649867
  nChanged 25
		SP:Iteration 69Q (30491.950000 sec): 3 clusters
  Score: Raw -4620678.036495 + Penalty 3552.469519 = -4617125.566975
  nChanged 26
		SP:Iteration 70Q (30492.430000 sec): 3 clusters
  Score: Raw -4620682.272968 + Penalty 3552.469519 = -4617129.803449
  nChanged 19
		SP:Iteration 71Q (30492.880000 sec): 3 clusters
  Score: Raw -4620685.321329 + Penalty 3552.469519 = -4617132.851810
  nChanged 17
		SP:Iteration 72Q (30493.390000 sec): 3 clusters
  Score: Raw -4620687.650011 + Penalty 3552.469519 = -4617135.180491
  nChanged 15
		SP:Iteration 73Q (30493.880000 sec): 3 clusters
  Score: Raw -4620689.739388 + Penalty 3552.469519 = -4617137.269868
  nChanged 14
		SP:Iteration 74Q (30494.300000 sec): 3 clusters
  Score: Raw -4620691.742907 + Penalty 3552.469519 = -4617139.273387
  nChanged 9
		SP:Iteration 75Q (30494.750000 sec): 3 clusters
  Score: Raw -4620693.168276 + Penalty 3552.469519 = -4617140.698757
  nChanged 6
		SP:Iteration 76Q (30495.160000 sec): 3 clusters
  Score: Raw -4620694.427431 + Penalty 3552.469519 = -4617141.957911
  nChanged 11
		SP:Iteration 77Q (30495.600000 sec): 3 clusters
  Score: Raw -4620696.083992 + Penalty 3552.469519 = -4617143.614473
  nChanged 8
		SP:Iteration 78Q (30496.040000 sec): 3 clusters
  Score: Raw -4620696.950411 + Penalty 3552.469519 = -4617144.480892
  nChanged 3
		SP:Iteration 79Q (30496.470000 sec): 3 clusters
  Score: Raw -4620697.254733 + Penalty 3552.469519 = -4617144.785214
  nChanged 3
		SP:Iteration 80F (30496.900000 sec): 3 clusters
  Score: Raw -4620697.699625 + Penalty 3552.469519 = -4617145.230105
  nChanged 4
		SP:Iteration 81Q (30497.300000 sec): 3 clusters
  Score: Raw -4620698.489889 + Penalty 3552.469519 = -4617146.020369
  nChanged 5
		SP:Iteration 82Q (30497.720000 sec): 3 clusters
  Score: Raw -4620699.544624 + Penalty 3552.469519 = -4617147.075104
  nChanged 12
		SP:Iteration 83Q (30498.140000 sec): 3 clusters
  Score: Raw -4620701.142964 + Penalty 3552.469519 = -4617148.673445
  nChanged 7
		SP:Iteration 84Q (30498.530000 sec): 3 clusters
  Score: Raw -4620701.840939 + Penalty 3552.469519 = -4617149.371419
  nChanged 5
		SP:Iteration 85Q (30499.010000 sec): 3 clusters
  Score: Raw -4620702.253892 + Penalty 3552.469519 = -4617149.784373
  nChanged 5
		SP:Iteration 86Q (30499.450000 sec): 3 clusters
  Score: Raw -4620703.166245 + Penalty 3552.469519 = -4617150.696725
  nChanged 8
		SP:Iteration 87Q (30499.860000 sec): 3 clusters
  Score: Raw -4620704.122721 + Penalty 3552.469519 = -4617151.653202
  nChanged 8
		SP:Iteration 88Q (30500.400000 sec): 3 clusters
  Score: Raw -4620705.105857 + Penalty 3552.469519 = -4617152.636338
  nChanged 4
		SP:Iteration 89Q (30500.890000 sec): 3 clusters
  Score: Raw -4620706.173155 + Penalty 3552.469519 = -4617153.703635
  nChanged 10
		SP:Iteration 90Q (30501.300000 sec): 3 clusters
  Score: Raw -4620708.212627 + Penalty 3552.469519 = -4617155.743108
  nChanged 18
		SP:Iteration 91Q (30501.650000 sec): 3 clusters
  Score: Raw -4620710.874395 + Penalty 3552.469519 = -4617158.404875
  nChanged 13
		SP:Iteration 92Q (30502.120000 sec): 3 clusters
  Score: Raw -4620712.675077 + Penalty 3552.469519 = -4617160.205558
  nChanged 6
		SP:Iteration 93Q (30502.500000 sec): 3 clusters
  Score: Raw -4620713.499213 + Penalty 3552.469519 = -4617161.029694
  nChanged 9
		SP:Iteration 94Q (30502.930000 sec): 3 clusters
  Score: Raw -4620714.517717 + Penalty 3552.469519 = -4617162.048197
  nChanged 7
		SP:Iteration 95Q (30503.380000 sec): 3 clusters
  Score: Raw -4620715.123764 + Penalty 3552.469519 = -4617162.654244
  nChanged 5
		SP:Iteration 96Q (30503.770000 sec): 3 clusters
  Score: Raw -4620715.526196 + Penalty 3552.469519 = -4617163.056676
  nChanged 2
		SP:Iteration 97Q (30504.180000 sec): 3 clusters
  Score: Raw -4620715.615570 + Penalty 3552.469519 = -4617163.146051
  nChanged 0
		SP:Iteration 98F (30504.560000 sec): 3 clusters
  Score: Raw -4620715.615570 + Penalty 3552.469519 = -4617163.146051
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 2 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30504.640000 sec): 2 clusters
  Score: Raw -16847.360772 + Penalty 893.954459 = -15953.406313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30504.810000 sec): 3 clusters
  Score: Raw -16953.652457 + Penalty 1787.908918 = -15165.743538
  nChanged 41
		SP:Iteration 1F (30504.980000 sec): 3 clusters
  Score: Raw -17043.794305 + Penalty 1787.908918 = -15255.885386
  nChanged 12
		SP:Iteration 2Q (30505.190000 sec): 3 clusters
  Score: Raw -17083.812693 + Penalty 1787.908918 = -15295.903774
  nChanged 4
		SP:Iteration 3Q (30505.380000 sec): 3 clusters
  Score: Raw -17091.125004 + Penalty 1787.908918 = -15303.216086
  nChanged 1
		SP:Iteration 4Q (30505.560000 sec): 3 clusters
  Score: Raw -17093.807165 + Penalty 1787.908918 = -15305.898247
  nChanged 0
		SP:Iteration 5F (30505.730000 sec): 3 clusters
  Score: Raw -17093.807165 + Penalty 1787.908918 = -15305.898247
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 3 (5301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30505.800000 sec): 2 clusters
  Score: Raw -446743.057274 + Penalty 1393.543249 = -445349.514025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30506.040000 sec): 3 clusters
  Score: Raw -443989.953907 + Penalty 2787.086497 = -441202.867409
  nChanged 2151
		SP:Iteration 1F (30506.320000 sec): 3 clusters
  Score: Raw -445282.570893 + Penalty 2787.086497 = -442495.484395
  nChanged 419
		SP:Iteration 2F (30506.520000 sec): 3 clusters
  Score: Raw -445595.080049 + Penalty 2787.086497 = -442807.993552
  nChanged 386
		SP:Iteration 3F (30506.700000 sec): 3 clusters
  Score: Raw -445894.650675 + Penalty 2787.086497 = -443107.564177
  nChanged 367
		SP:Iteration 4F (30506.920000 sec): 3 clusters
  Score: Raw -446218.255094 + Penalty 2787.086497 = -443431.168597
  nChanged 358
		SP:Iteration 5F (30507.100000 sec): 3 clusters
  Score: Raw -446511.201908 + Penalty 2787.086497 = -443724.115411
  nChanged 300
		SP:Iteration 6F (30507.330000 sec): 3 clusters
  Score: Raw -446724.992096 + Penalty 2787.086497 = -443937.905598
  nChanged 232
		SP:Iteration 7Q (30507.510000 sec): 3 clusters
  Score: Raw -446876.735186 + Penalty 2787.086497 = -444089.648688
  nChanged 161
		SP:Iteration 8Q (30507.700000 sec): 3 clusters
  Score: Raw -446962.687232 + Penalty 2787.086497 = -444175.600735
  nChanged 113
		SP:Iteration 9Q (30507.910000 sec): 3 clusters
  Score: Raw -447025.614872 + Penalty 2787.086497 = -444238.528375
  nChanged 102
		SP:Iteration 10Q (30508.110000 sec): 3 clusters
  Score: Raw -447080.265893 + Penalty 2787.086497 = -444293.179395
  nChanged 94
		SP:Iteration 11Q (30508.280000 sec): 3 clusters
  Score: Raw -447129.350474 + Penalty 2787.086497 = -444342.263977
  nChanged 73
		SP:Iteration 12Q (30508.520000 sec): 3 clusters
  Score: Raw -447159.908705 + Penalty 2787.086497 = -444372.822208
  nChanged 57
		SP:Iteration 13Q (30508.690000 sec): 3 clusters
  Score: Raw -447188.143038 + Penalty 2787.086497 = -444401.056541
  nChanged 61
		SP:Iteration 14Q (30508.900000 sec): 3 clusters
  Score: Raw -447219.499622 + Penalty 2787.086497 = -444432.413124
  nChanged 65
		SP:Iteration 15Q (30509.100000 sec): 3 clusters
  Score: Raw -447252.884293 + Penalty 2787.086497 = -444465.797796
  nChanged 63
		SP:Iteration 16Q (30509.340000 sec): 3 clusters
  Score: Raw -447281.720237 + Penalty 2787.086497 = -444494.633740
  nChanged 69
		SP:Iteration 17Q (30509.520000 sec): 3 clusters
  Score: Raw -447312.823994 + Penalty 2787.086497 = -444525.737497
  nChanged 62
		SP:Iteration 18Q (30509.710000 sec): 3 clusters
  Score: Raw -447341.913466 + Penalty 2787.086497 = -444554.826969
  nChanged 76
		SP:Iteration 19Q (30509.930000 sec): 3 clusters
  Score: Raw -447380.472412 + Penalty 2787.086497 = -444593.385915
  nChanged 79
		SP:Iteration 20F (30510.140000 sec): 3 clusters
  Score: Raw -447416.819937 + Penalty 2787.086497 = -444629.733440
  nChanged 86
		SP:Iteration 21Q (30510.320000 sec): 3 clusters
  Score: Raw -447460.870757 + Penalty 2787.086497 = -444673.784260
  nChanged 101
		SP:Iteration 22Q (30510.500000 sec): 3 clusters
  Score: Raw -447513.811211 + Penalty 2787.086497 = -444726.724714
  nChanged 93
		SP:Iteration 23Q (30510.700000 sec): 3 clusters
  Score: Raw -447558.099989 + Penalty 2787.086497 = -444771.013491
  nChanged 82
		SP:Iteration 24Q (30510.890000 sec): 3 clusters
  Score: Raw -447598.092203 + Penalty 2787.086497 = -444811.005706
  nChanged 70
		SP:Iteration 25Q (30511.090000 sec): 3 clusters
  Score: Raw -447634.417661 + Penalty 2787.086497 = -444847.331164
  nChanged 64
		SP:Iteration 26Q (30511.240000 sec): 3 clusters
  Score: Raw -447666.497338 + Penalty 2787.086497 = -444879.410841
  nChanged 61
		SP:Iteration 27Q (30511.400000 sec): 3 clusters
  Score: Raw -447699.249232 + Penalty 2787.086497 = -444912.162735
  nChanged 64
		SP:Iteration 28Q (30511.610000 sec): 3 clusters
  Score: Raw -447730.193769 + Penalty 2787.086497 = -444943.107272
  nChanged 56
		SP:Iteration 29Q (30511.790000 sec): 3 clusters
  Score: Raw -447753.093193 + Penalty 2787.086497 = -444966.006696
  nChanged 49
		SP:Iteration 30Q (30511.980000 sec): 3 clusters
  Score: Raw -447779.915981 + Penalty 2787.086497 = -444992.829484
  nChanged 50
		SP:Iteration 31Q (30512.180000 sec): 3 clusters
  Score: Raw -447804.803742 + Penalty 2787.086497 = -445017.717245
  nChanged 44
		SP:Iteration 32Q (30512.340000 sec): 3 clusters
  Score: Raw -447821.798034 + Penalty 2787.086497 = -445034.711537
  nChanged 42
		SP:Iteration 33Q (30512.540000 sec): 3 clusters
  Score: Raw -447837.926694 + Penalty 2787.086497 = -445050.840197
  nChanged 32
		SP:Iteration 34Q (30512.720000 sec): 3 clusters
  Score: Raw -447848.553403 + Penalty 2787.086497 = -445061.466906
  nChanged 26
		SP:Iteration 35Q (30512.920000 sec): 3 clusters
  Score: Raw -447858.344453 + Penalty 2787.086497 = -445071.257956
  nChanged 24
		SP:Iteration 36Q (30513.100000 sec): 3 clusters
  Score: Raw -447866.807345 + Penalty 2787.086497 = -445079.720848
  nChanged 19
		SP:Iteration 37Q (30513.290000 sec): 3 clusters
  Score: Raw -447872.114951 + Penalty 2787.086497 = -445085.028454
  nChanged 12
		SP:Iteration 38Q (30513.490000 sec): 3 clusters
  Score: Raw -447875.414608 + Penalty 2787.086497 = -445088.328111
  nChanged 9
		SP:Iteration 39Q (30513.680000 sec): 3 clusters
  Score: Raw -447878.125411 + Penalty 2787.086497 = -445091.038914
  nChanged 7
		SP:Iteration 40F (30513.880000 sec): 3 clusters
  Score: Raw -447880.126586 + Penalty 2787.086497 = -445093.040089
  nChanged 4
		SP:Iteration 41Q (30514.060000 sec): 3 clusters
  Score: Raw -447881.503050 + Penalty 2787.086497 = -445094.416553
  nChanged 4
		SP:Iteration 42Q (30514.240000 sec): 3 clusters
  Score: Raw -447882.405081 + Penalty 2787.086497 = -445095.318583
  nChanged 1
		SP:Iteration 43Q (30514.450000 sec): 3 clusters
  Score: Raw -447882.519606 + Penalty 2787.086497 = -445095.433109
  nChanged 0
		SP:Iteration 44F (30514.640000 sec): 3 clusters
  Score: Raw -447882.519606 + Penalty 2787.086497 = -445095.433109
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 4 (4417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30514.770000 sec): 2 clusters
  Score: Raw -373059.651291 + Penalty 1363.897602 = -371695.753689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30514.970000 sec): 3 clusters
  Score: Raw -370847.741795 + Penalty 2727.795204 = -368119.946591
  nChanged 1731
		SP:Iteration 1F (30515.160000 sec): 3 clusters
  Score: Raw -371771.042227 + Penalty 2727.795204 = -369043.247023
  nChanged 313
		SP:Iteration 2F (30515.310000 sec): 3 clusters
  Score: Raw -371918.957808 + Penalty 2727.795204 = -369191.162604
  nChanged 218
		SP:Iteration 3Q (30515.520000 sec): 3 clusters
  Score: Raw -372019.703823 + Penalty 2727.795204 = -369291.908619
  nChanged 165
		SP:Iteration 4Q (30515.730000 sec): 3 clusters
  Score: Raw -372100.695763 + Penalty 2727.795204 = -369372.900560
  nChanged 140
		SP:Iteration 5Q (30515.920000 sec): 3 clusters
  Score: Raw -372166.248864 + Penalty 2727.795204 = -369438.453660
  nChanged 116
		SP:Iteration 6Q (30516.110000 sec): 3 clusters
  Score: Raw -372222.488583 + Penalty 2727.795204 = -369494.693379
  nChanged 100
		SP:Iteration 7Q (30516.290000 sec): 3 clusters
  Score: Raw -372268.620370 + Penalty 2727.795204 = -369540.825166
  nChanged 105
		SP:Iteration 8Q (30516.490000 sec): 3 clusters
  Score: Raw -372327.516768 + Penalty 2727.795204 = -369599.721564
  nChanged 125
		SP:Iteration 9Q (30516.690000 sec): 3 clusters
  Score: Raw -372405.094253 + Penalty 2727.795204 = -369677.299049
  nChanged 135
		SP:Iteration 10Q (30516.860000 sec): 3 clusters
  Score: Raw -372510.432813 + Penalty 2727.795204 = -369782.637609
  nChanged 146
		SP:Iteration 11Q (30517.040000 sec): 3 clusters
  Score: Raw -372625.428240 + Penalty 2727.795204 = -369897.633036
  nChanged 136
		SP:Iteration 12Q (30517.250000 sec): 3 clusters
  Score: Raw -372727.266525 + Penalty 2727.795204 = -369999.471322
  nChanged 118
		SP:Iteration 13Q (30517.440000 sec): 3 clusters
  Score: Raw -372813.002662 + Penalty 2727.795204 = -370085.207458
  nChanged 99
		SP:Iteration 14Q (30517.620000 sec): 3 clusters
  Score: Raw -372874.683783 + Penalty 2727.795204 = -370146.888579
  nChanged 83
		SP:Iteration 15Q (30517.820000 sec): 3 clusters
  Score: Raw -372925.118406 + Penalty 2727.795204 = -370197.323202
  nChanged 87
		SP:Iteration 16Q (30518.050000 sec): 3 clusters
  Score: Raw -372979.133755 + Penalty 2727.795204 = -370251.338552
  nChanged 68
		SP:Iteration 17Q (30518.220000 sec): 3 clusters
  Score: Raw -373021.244249 + Penalty 2727.795204 = -370293.449045
  nChanged 61
		SP:Iteration 18Q (30518.370000 sec): 3 clusters
  Score: Raw -373068.515917 + Penalty 2727.795204 = -370340.720713
  nChanged 67
		SP:Iteration 19Q (30518.570000 sec): 3 clusters
  Score: Raw -373104.553942 + Penalty 2727.795204 = -370376.758739
  nChanged 45
		SP:Iteration 20F (30518.750000 sec): 3 clusters
  Score: Raw -373125.398735 + Penalty 2727.795204 = -370397.603532
  nChanged 36
		SP:Iteration 21Q (30518.930000 sec): 3 clusters
  Score: Raw -373143.493658 + Penalty 2727.795204 = -370415.698454
  nChanged 28
		SP:Iteration 22Q (30519.130000 sec): 3 clusters
  Score: Raw -373156.371791 + Penalty 2727.795204 = -370428.576587
  nChanged 28
		SP:Iteration 23Q (30519.270000 sec): 3 clusters
  Score: Raw -373166.160814 + Penalty 2727.795204 = -370438.365610
  nChanged 26
		SP:Iteration 24Q (30519.510000 sec): 3 clusters
  Score: Raw -373178.797998 + Penalty 2727.795204 = -370451.002794
  nChanged 24
		SP:Iteration 25Q (30519.670000 sec): 3 clusters
  Score: Raw -373187.875583 + Penalty 2727.795204 = -370460.080380
  nChanged 15
		SP:Iteration 26Q (30519.880000 sec): 3 clusters
  Score: Raw -373192.607814 + Penalty 2727.795204 = -370464.812610
  nChanged 8
		SP:Iteration 27Q (30520.070000 sec): 3 clusters
  Score: Raw -373195.666271 + Penalty 2727.795204 = -370467.871067
  nChanged 7
		SP:Iteration 28Q (30520.270000 sec): 3 clusters
  Score: Raw -373197.946128 + Penalty 2727.795204 = -370470.150924
  nChanged 5
		SP:Iteration 29Q (30520.430000 sec): 3 clusters
  Score: Raw -373199.750515 + Penalty 2727.795204 = -370471.955311
  nChanged 4
		SP:Iteration 30Q (30520.620000 sec): 3 clusters
  Score: Raw -373201.100533 + Penalty 2727.795204 = -370473.305329
  nChanged 5
		SP:Iteration 31Q (30520.830000 sec): 3 clusters
  Score: Raw -373204.025790 + Penalty 2727.795204 = -370476.230587
  nChanged 7
		SP:Iteration 32Q (30521.010000 sec): 3 clusters
  Score: Raw -373208.001159 + Penalty 2727.795204 = -370480.205955
  nChanged 7
		SP:Iteration 33Q (30521.190000 sec): 3 clusters
  Score: Raw -373210.587581 + Penalty 2727.795204 = -370482.792378
  nChanged 5
		SP:Iteration 34Q (30521.380000 sec): 3 clusters
  Score: Raw -373211.953773 + Penalty 2727.795204 = -370484.158569
  nChanged 5
		SP:Iteration 35Q (30521.570000 sec): 3 clusters
  Score: Raw -373213.290700 + Penalty 2727.795204 = -370485.495497
  nChanged 3
		SP:Iteration 36Q (30521.770000 sec): 3 clusters
  Score: Raw -373214.146503 + Penalty 2727.795204 = -370486.351299
  nChanged 4
		SP:Iteration 37Q (30521.960000 sec): 3 clusters
  Score: Raw -373215.669921 + Penalty 2727.795204 = -370487.874717
  nChanged 6
		SP:Iteration 38Q (30522.150000 sec): 3 clusters
  Score: Raw -373219.740275 + Penalty 2727.795204 = -370491.945072
  nChanged 4
		SP:Iteration 39Q (30522.350000 sec): 3 clusters
  Score: Raw -373221.873054 + Penalty 2727.795204 = -370494.077850
  nChanged 6
		SP:Iteration 40F (30522.520000 sec): 3 clusters
  Score: Raw -373225.766529 + Penalty 2727.795204 = -370497.971325
  nChanged 8
		SP:Iteration 41Q (30522.760000 sec): 3 clusters
  Score: Raw -373227.874936 + Penalty 2727.795204 = -370500.079732
  nChanged 7
		SP:Iteration 42Q (30522.930000 sec): 3 clusters
  Score: Raw -373229.702223 + Penalty 2727.795204 = -370501.907019
  nChanged 6
		SP:Iteration 43Q (30523.100000 sec): 3 clusters
  Score: Raw -373232.229978 + Penalty 2727.795204 = -370504.434774
  nChanged 4
		SP:Iteration 44Q (30523.280000 sec): 3 clusters
  Score: Raw -373234.494921 + Penalty 2727.795204 = -370506.699717
  nChanged 5
		SP:Iteration 45Q (30523.460000 sec): 3 clusters
  Score: Raw -373236.830825 + Penalty 2727.795204 = -370509.035621
  nChanged 5
		SP:Iteration 46Q (30523.650000 sec): 3 clusters
  Score: Raw -373239.319982 + Penalty 2727.795204 = -370511.524778
  nChanged 3
		SP:Iteration 47Q (30523.840000 sec): 3 clusters
  Score: Raw -373241.582765 + Penalty 2727.795204 = -370513.787561
  nChanged 6
		SP:Iteration 48Q (30524.020000 sec): 3 clusters
  Score: Raw -373243.970321 + Penalty 2727.795204 = -370516.175117
  nChanged 2
		SP:Iteration 49Q (30524.190000 sec): 3 clusters
  Score: Raw -373244.609352 + Penalty 2727.795204 = -370516.814148
  nChanged 1
		SP:Iteration 50Q (30524.390000 sec): 3 clusters
  Score: Raw -373244.944538 + Penalty 2727.795204 = -370517.149334
  nChanged 2
		SP:Iteration 51Q (30524.550000 sec): 3 clusters
  Score: Raw -373245.746116 + Penalty 2727.795204 = -370517.950912
  nChanged 1
		SP:Iteration 52Q (30524.740000 sec): 3 clusters
  Score: Raw -373246.081781 + Penalty 2727.795204 = -370518.286578
  nChanged 0
		SP:Iteration 53F (30524.920000 sec): 3 clusters
  Score: Raw -373246.081781 + Penalty 2727.795204 = -370518.286578
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 5 (6949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30525.000000 sec): 2 clusters
  Score: Raw -574772.373895 + Penalty 1437.532370 = -573334.841526
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30525.230000 sec): 3 clusters
  Score: Raw -570969.330742 + Penalty 2875.064739 = -568094.266002
  nChanged 2971
		SP:Iteration 1F (30525.420000 sec): 3 clusters
  Score: Raw -572679.072569 + Penalty 2875.064739 = -569804.007830
  nChanged 479
		SP:Iteration 2F (30525.610000 sec): 3 clusters
  Score: Raw -572930.120057 + Penalty 2875.064739 = -570055.055318
  nChanged 394
		SP:Iteration 3F (30525.830000 sec): 3 clusters
  Score: Raw -573127.042955 + Penalty 2875.064739 = -570251.978216
  nChanged 334
		SP:Iteration 4Q (30526.020000 sec): 3 clusters
  Score: Raw -573285.967080 + Penalty 2875.064739 = -570410.902341
  nChanged 288
		SP:Iteration 5Q (30526.220000 sec): 3 clusters
  Score: Raw -573420.507455 + Penalty 2875.064739 = -570545.442716
  nChanged 243
		SP:Iteration 6Q (30526.400000 sec): 3 clusters
  Score: Raw -573531.122242 + Penalty 2875.064739 = -570656.057503
  nChanged 220
		SP:Iteration 7Q (30526.630000 sec): 3 clusters
  Score: Raw -573632.997320 + Penalty 2875.064739 = -570757.932581
  nChanged 210
		SP:Iteration 8Q (30526.790000 sec): 3 clusters
  Score: Raw -573732.409758 + Penalty 2875.064739 = -570857.345019
  nChanged 188
		SP:Iteration 9Q (30526.980000 sec): 3 clusters
  Score: Raw -573821.491405 + Penalty 2875.064739 = -570946.426666
  nChanged 181
		SP:Iteration 10Q (30527.150000 sec): 3 clusters
  Score: Raw -573915.807997 + Penalty 2875.064739 = -571040.743258
  nChanged 174
		SP:Iteration 11Q (30527.340000 sec): 3 clusters
  Score: Raw -574005.561297 + Penalty 2875.064739 = -571130.496558
  nChanged 170
		SP:Iteration 12Q (30527.540000 sec): 3 clusters
  Score: Raw -574083.785279 + Penalty 2875.064739 = -571208.720540
  nChanged 163
		SP:Iteration 13Q (30527.770000 sec): 3 clusters
  Score: Raw -574151.377255 + Penalty 2875.064739 = -571276.312516
  nChanged 131
		SP:Iteration 14Q (30527.950000 sec): 3 clusters
  Score: Raw -574202.112629 + Penalty 2875.064739 = -571327.047890
  nChanged 113
		SP:Iteration 15Q (30528.160000 sec): 3 clusters
  Score: Raw -574248.815671 + Penalty 2875.064739 = -571373.750932
  nChanged 97
		SP:Iteration 16Q (30528.390000 sec): 3 clusters
  Score: Raw -574289.810388 + Penalty 2875.064739 = -571414.745649
  nChanged 93
		SP:Iteration 17Q (30528.580000 sec): 3 clusters
  Score: Raw -574329.819347 + Penalty 2875.064739 = -571454.754608
  nChanged 88
		SP:Iteration 18Q (30528.780000 sec): 3 clusters
  Score: Raw -574359.206716 + Penalty 2875.064739 = -571484.141977
  nChanged 68
		SP:Iteration 19Q (30528.990000 sec): 3 clusters
  Score: Raw -574385.351857 + Penalty 2875.064739 = -571510.287118
  nChanged 67
		SP:Iteration 20F (30529.190000 sec): 3 clusters
  Score: Raw -574407.350349 + Penalty 2875.064739 = -571532.285610
  nChanged 51
		SP:Iteration 21Q (30529.370000 sec): 3 clusters
  Score: Raw -574423.829604 + Penalty 2875.064739 = -571548.764865
  nChanged 57
		SP:Iteration 22Q (30529.580000 sec): 3 clusters
  Score: Raw -574442.955806 + Penalty 2875.064739 = -571567.891067
  nChanged 60
		SP:Iteration 23Q (30529.760000 sec): 3 clusters
  Score: Raw -574462.747500 + Penalty 2875.064739 = -571587.682761
  nChanged 55
		SP:Iteration 24Q (30530.000000 sec): 3 clusters
  Score: Raw -574482.870588 + Penalty 2875.064739 = -571607.805849
  nChanged 53
		SP:Iteration 25Q (30530.210000 sec): 3 clusters
  Score: Raw -574501.624527 + Penalty 2875.064739 = -571626.559788
  nChanged 44
		SP:Iteration 26Q (30530.420000 sec): 3 clusters
  Score: Raw -574514.819416 + Penalty 2875.064739 = -571639.754677
  nChanged 34
		SP:Iteration 27Q (30530.640000 sec): 3 clusters
  Score: Raw -574525.075003 + Penalty 2875.064739 = -571650.010264
  nChanged 40
		SP:Iteration 28Q (30530.830000 sec): 3 clusters
  Score: Raw -574538.632935 + Penalty 2875.064739 = -571663.568196
  nChanged 45
		SP:Iteration 29Q (30531.010000 sec): 3 clusters
  Score: Raw -574552.677348 + Penalty 2875.064739 = -571677.612609
  nChanged 45
		SP:Iteration 30Q (30531.190000 sec): 3 clusters
  Score: Raw -574570.241386 + Penalty 2875.064739 = -571695.176647
  nChanged 29
		SP:Iteration 31Q (30531.370000 sec): 3 clusters
  Score: Raw -574579.087797 + Penalty 2875.064739 = -571704.023058
  nChanged 29
		SP:Iteration 32Q (30531.560000 sec): 3 clusters
  Score: Raw -574591.183059 + Penalty 2875.064739 = -571716.118319
  nChanged 32
		SP:Iteration 33Q (30531.750000 sec): 3 clusters
  Score: Raw -574600.818872 + Penalty 2875.064739 = -571725.754133
  nChanged 31
		SP:Iteration 34Q (30531.960000 sec): 3 clusters
  Score: Raw -574609.609389 + Penalty 2875.064739 = -571734.544650
  nChanged 27
		SP:Iteration 35Q (30532.150000 sec): 3 clusters
  Score: Raw -574617.671543 + Penalty 2875.064739 = -571742.606804
  nChanged 30
		SP:Iteration 36Q (30532.350000 sec): 3 clusters
  Score: Raw -574627.553546 + Penalty 2875.064739 = -571752.488807
  nChanged 37
		SP:Iteration 37Q (30532.560000 sec): 3 clusters
  Score: Raw -574641.257475 + Penalty 2875.064739 = -571766.192735
  nChanged 36
		SP:Iteration 38Q (30532.770000 sec): 3 clusters
  Score: Raw -574656.698337 + Penalty 2875.064739 = -571781.633598
  nChanged 35
		SP:Iteration 39Q (30532.980000 sec): 3 clusters
  Score: Raw -574672.061949 + Penalty 2875.064739 = -571796.997210
  nChanged 40
		SP:Iteration 40F (30533.160000 sec): 3 clusters
  Score: Raw -574689.465839 + Penalty 2875.064739 = -571814.401100
  nChanged 45
		SP:Iteration 41Q (30533.370000 sec): 3 clusters
  Score: Raw -574709.628191 + Penalty 2875.064739 = -571834.563452
  nChanged 37
		SP:Iteration 42Q (30533.550000 sec): 3 clusters
  Score: Raw -574726.130955 + Penalty 2875.064739 = -571851.066216
  nChanged 36
		SP:Iteration 43Q (30533.800000 sec): 3 clusters
  Score: Raw -574741.748279 + Penalty 2875.064739 = -571866.683540
  nChanged 26
		SP:Iteration 44Q (30533.980000 sec): 3 clusters
  Score: Raw -574754.167080 + Penalty 2875.064739 = -571879.102341
  nChanged 22
		SP:Iteration 45Q (30534.210000 sec): 3 clusters
  Score: Raw -574762.637095 + Penalty 2875.064739 = -571887.572356
  nChanged 15
		SP:Iteration 46Q (30534.410000 sec): 3 clusters
  Score: Raw -574767.502165 + Penalty 2875.064739 = -571892.437426
  nChanged 11
		SP:Iteration 47Q (30534.580000 sec): 3 clusters
  Score: Raw -574771.582655 + Penalty 2875.064739 = -571896.517916
  nChanged 13
		SP:Iteration 48Q (30534.750000 sec): 3 clusters
  Score: Raw -574777.004156 + Penalty 2875.064739 = -571901.939417
  nChanged 15
		SP:Iteration 49Q (30535.000000 sec): 3 clusters
  Score: Raw -574782.375897 + Penalty 2875.064739 = -571907.311158
  nChanged 16
		SP:Iteration 50Q (30535.160000 sec): 3 clusters
  Score: Raw -574788.477278 + Penalty 2875.064739 = -571913.412539
  nChanged 12
		SP:Iteration 51Q (30535.370000 sec): 3 clusters
  Score: Raw -574791.993012 + Penalty 2875.064739 = -571916.928273
  nChanged 8
		SP:Iteration 52Q (30535.610000 sec): 3 clusters
  Score: Raw -574794.102467 + Penalty 2875.064739 = -571919.037728
  nChanged 3
		SP:Iteration 53Q (30535.790000 sec): 3 clusters
  Score: Raw -574795.147759 + Penalty 2875.064739 = -571920.083020
  nChanged 5
		SP:Iteration 54Q (30536.010000 sec): 3 clusters
  Score: Raw -574797.566491 + Penalty 2875.064739 = -571922.501752
  nChanged 9
		SP:Iteration 55Q (30536.170000 sec): 3 clusters
  Score: Raw -574801.808421 + Penalty 2875.064739 = -571926.743682
  nChanged 4
		SP:Iteration 56Q (30536.420000 sec): 3 clusters
  Score: Raw -574804.092624 + Penalty 2875.064739 = -571929.027885
  nChanged 6
		SP:Iteration 57Q (30536.590000 sec): 3 clusters
  Score: Raw -574806.732755 + Penalty 2875.064739 = -571931.668016
  nChanged 5
		SP:Iteration 58Q (30536.800000 sec): 3 clusters
  Score: Raw -574808.013970 + Penalty 2875.064739 = -571932.949231
  nChanged 5
		SP:Iteration 59Q (30537.000000 sec): 3 clusters
  Score: Raw -574810.532628 + Penalty 2875.064739 = -571935.467889
  nChanged 11
		SP:Iteration 60F (30537.210000 sec): 3 clusters
  Score: Raw -574813.244899 + Penalty 2875.064739 = -571938.180160
  nChanged 3
		SP:Iteration 61Q (30537.420000 sec): 3 clusters
  Score: Raw -574814.693209 + Penalty 2875.064739 = -571939.628470
  nChanged 4
		SP:Iteration 62Q (30537.610000 sec): 3 clusters
  Score: Raw -574815.934087 + Penalty 2875.064739 = -571940.869348
  nChanged 3
		SP:Iteration 63Q (30537.860000 sec): 3 clusters
  Score: Raw -574817.319261 + Penalty 2875.064739 = -571942.254521
  nChanged 3
		SP:Iteration 64Q (30538.050000 sec): 3 clusters
  Score: Raw -574818.848792 + Penalty 2875.064739 = -571943.784053
  nChanged 4
		SP:Iteration 65Q (30538.250000 sec): 3 clusters
  Score: Raw -574821.267711 + Penalty 2875.064739 = -571946.202972
  nChanged 5
		SP:Iteration 66Q (30538.430000 sec): 3 clusters
  Score: Raw -574822.434432 + Penalty 2875.064739 = -571947.369693
  nChanged 1
		SP:Iteration 67Q (30538.640000 sec): 3 clusters
  Score: Raw -574822.766906 + Penalty 2875.064739 = -571947.702167
  nChanged 3
		SP:Iteration 68Q (30538.830000 sec): 3 clusters
  Score: Raw -574823.446697 + Penalty 2875.064739 = -571948.381957
  nChanged 3
		SP:Iteration 69Q (30539.030000 sec): 3 clusters
  Score: Raw -574824.182817 + Penalty 2875.064739 = -571949.118078
  nChanged 6
		SP:Iteration 70Q (30539.220000 sec): 3 clusters
  Score: Raw -574826.572203 + Penalty 2875.064739 = -571951.507463
  nChanged 5
		SP:Iteration 71Q (30539.420000 sec): 3 clusters
  Score: Raw -574827.942501 + Penalty 2875.064739 = -571952.877762
  nChanged 7
		SP:Iteration 72Q (30539.650000 sec): 3 clusters
  Score: Raw -574831.360994 + Penalty 2875.064739 = -571956.296255
  nChanged 8
		SP:Iteration 73Q (30539.810000 sec): 3 clusters
  Score: Raw -574835.381993 + Penalty 2875.064739 = -571960.317254
  nChanged 9
		SP:Iteration 74Q (30540.050000 sec): 3 clusters
  Score: Raw -574838.804314 + Penalty 2875.064739 = -571963.739575
  nChanged 4
		SP:Iteration 75Q (30540.250000 sec): 3 clusters
  Score: Raw -574839.695539 + Penalty 2875.064739 = -571964.630799
  nChanged 1
		SP:Iteration 76Q (30540.420000 sec): 3 clusters
  Score: Raw -574840.063150 + Penalty 2875.064739 = -571964.998411
  nChanged 0
		SP:Iteration 77F (30540.610000 sec): 3 clusters
  Score: Raw -574840.063150 + Penalty 2875.064739 = -571964.998411
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 6 (3772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30540.700000 sec): 2 clusters
  Score: Raw -332564.202978 + Penalty 1338.246105 = -331225.956873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30540.910000 sec): 3 clusters
  Score: Raw -330722.285764 + Penalty 2676.492209 = -328045.793555
  nChanged 1478
		SP:Iteration 1F (30541.080000 sec): 3 clusters
  Score: Raw -331560.417519 + Penalty 2676.492209 = -328883.925309
  nChanged 261
		SP:Iteration 2F (30541.240000 sec): 3 clusters
  Score: Raw -331715.940766 + Penalty 2676.492209 = -329039.448557
  nChanged 182
		SP:Iteration 3Q (30541.400000 sec): 3 clusters
  Score: Raw -331826.213177 + Penalty 2676.492209 = -329149.720968
  nChanged 158
		SP:Iteration 4Q (30541.550000 sec): 3 clusters
  Score: Raw -331915.519667 + Penalty 2676.492209 = -329239.027457
  nChanged 125
		SP:Iteration 5Q (30541.750000 sec): 3 clusters
  Score: Raw -331975.369447 + Penalty 2676.492209 = -329298.877237
  nChanged 107
		SP:Iteration 6Q (30541.920000 sec): 3 clusters
  Score: Raw -332028.951694 + Penalty 2676.492209 = -329352.459485
  nChanged 107
		SP:Iteration 7Q (30542.090000 sec): 3 clusters
  Score: Raw -332074.048192 + Penalty 2676.492209 = -329397.555983
  nChanged 99
		SP:Iteration 8Q (30542.270000 sec): 3 clusters
  Score: Raw -332119.336765 + Penalty 2676.492209 = -329442.844556
  nChanged 118
		SP:Iteration 9Q (30542.450000 sec): 3 clusters
  Score: Raw -332179.455493 + Penalty 2676.492209 = -329502.963284
  nChanged 137
		SP:Iteration 10Q (30542.650000 sec): 3 clusters
  Score: Raw -332270.487912 + Penalty 2676.492209 = -329593.995703
  nChanged 165
		SP:Iteration 11Q (30542.810000 sec): 3 clusters
  Score: Raw -332405.017210 + Penalty 2676.492209 = -329728.525001
  nChanged 184
		SP:Iteration 12Q (30542.970000 sec): 3 clusters
  Score: Raw -332558.049170 + Penalty 2676.492209 = -329881.556961
  nChanged 168
		SP:Iteration 13Q (30543.190000 sec): 3 clusters
  Score: Raw -332691.238419 + Penalty 2676.492209 = -330014.746210
  nChanged 134
		SP:Iteration 14Q (30543.370000 sec): 3 clusters
  Score: Raw -332784.161288 + Penalty 2676.492209 = -330107.669079
  nChanged 88
		SP:Iteration 15Q (30543.520000 sec): 3 clusters
  Score: Raw -332834.011310 + Penalty 2676.492209 = -330157.519101
  nChanged 68
		SP:Iteration 16Q (30543.770000 sec): 3 clusters
  Score: Raw -332872.138904 + Penalty 2676.492209 = -330195.646694
  nChanged 57
		SP:Iteration 17Q (30543.940000 sec): 3 clusters
  Score: Raw -332901.771179 + Penalty 2676.492209 = -330225.278970
  nChanged 32
		SP:Iteration 18Q (30544.150000 sec): 3 clusters
  Score: Raw -332920.736173 + Penalty 2676.492209 = -330244.243964
  nChanged 33
		SP:Iteration 19Q (30544.330000 sec): 3 clusters
  Score: Raw -332936.397578 + Penalty 2676.492209 = -330259.905369
  nChanged 21
		SP:Iteration 20F (30544.530000 sec): 3 clusters
  Score: Raw -332945.054823 + Penalty 2676.492209 = -330268.562614
  nChanged 19
		SP:Iteration 21Q (30544.720000 sec): 3 clusters
  Score: Raw -332952.030615 + Penalty 2676.492209 = -330275.538405
  nChanged 12
		SP:Iteration 22Q (30544.920000 sec): 3 clusters
  Score: Raw -332956.245772 + Penalty 2676.492209 = -330279.753563
  nChanged 10
		SP:Iteration 23Q (30545.080000 sec): 3 clusters
  Score: Raw -332959.736430 + Penalty 2676.492209 = -330283.244221
  nChanged 7
		SP:Iteration 24Q (30545.260000 sec): 3 clusters
  Score: Raw -332961.826153 + Penalty 2676.492209 = -330285.333944
  nChanged 7
		SP:Iteration 25Q (30545.480000 sec): 3 clusters
  Score: Raw -332964.129146 + Penalty 2676.492209 = -330287.636937
  nChanged 5
		SP:Iteration 26Q (30545.630000 sec): 3 clusters
  Score: Raw -332965.728628 + Penalty 2676.492209 = -330289.236419
  nChanged 4
		SP:Iteration 27Q (30545.850000 sec): 3 clusters
  Score: Raw -332966.548060 + Penalty 2676.492209 = -330290.055850
  nChanged 2
		SP:Iteration 28Q (30546.040000 sec): 3 clusters
  Score: Raw -332967.466293 + Penalty 2676.492209 = -330290.974084
  nChanged 4
		SP:Iteration 29Q (30546.220000 sec): 3 clusters
  Score: Raw -332968.524193 + Penalty 2676.492209 = -330292.031984
  nChanged 0
		SP:Iteration 30F (30546.410000 sec): 3 clusters
  Score: Raw -332968.524193 + Penalty 2676.492209 = -330292.031984
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 7 (6841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30546.510000 sec): 2 clusters
  Score: Raw -650433.222435 + Penalty 1434.986995 = -648998.235440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30546.710000 sec): 3 clusters
  Score: Raw -646662.737512 + Penalty 2869.973990 = -643792.763522
  nChanged 2901
		SP:Iteration 1F (30546.900000 sec): 3 clusters
  Score: Raw -648222.441362 + Penalty 2869.973990 = -645352.467373
  nChanged 427
		SP:Iteration 2F (30547.080000 sec): 3 clusters
  Score: Raw -648418.539273 + Penalty 2869.973990 = -645548.565284
  nChanged 312
		SP:Iteration 3Q (30547.290000 sec): 3 clusters
  Score: Raw -648542.645742 + Penalty 2869.973990 = -645672.671752
  nChanged 240
		SP:Iteration 4Q (30547.480000 sec): 3 clusters
  Score: Raw -648628.864899 + Penalty 2869.973990 = -645758.890910
  nChanged 209
		SP:Iteration 5Q (30547.650000 sec): 3 clusters
  Score: Raw -648689.310519 + Penalty 2869.973990 = -645819.336529
  nChanged 154
		SP:Iteration 6Q (30547.850000 sec): 3 clusters
  Score: Raw -648730.171895 + Penalty 2869.973990 = -645860.197905
  nChanged 129
		SP:Iteration 7Q (30547.980000 sec): 3 clusters
  Score: Raw -648767.031736 + Penalty 2869.973990 = -645897.057746
  nChanged 109
		SP:Iteration 8Q (30548.230000 sec): 3 clusters
  Score: Raw -648794.516345 + Penalty 2869.973990 = -645924.542355
  nChanged 85
		SP:Iteration 9Q (30548.440000 sec): 3 clusters
  Score: Raw -648815.155438 + Penalty 2869.973990 = -645945.181448
  nChanged 77
		SP:Iteration 10Q (30548.610000 sec): 3 clusters
  Score: Raw -648831.215619 + Penalty 2869.973990 = -645961.241630
  nChanged 69
		SP:Iteration 11Q (30548.810000 sec): 3 clusters
  Score: Raw -648847.409038 + Penalty 2869.973990 = -645977.435049
  nChanged 74
		SP:Iteration 12Q (30549.020000 sec): 3 clusters
  Score: Raw -648869.111037 + Penalty 2869.973990 = -645999.137048
  nChanged 86
		SP:Iteration 13Q (30549.230000 sec): 3 clusters
  Score: Raw -648893.299142 + Penalty 2869.973990 = -646023.325153
  nChanged 89
		SP:Iteration 14Q (30549.410000 sec): 3 clusters
  Score: Raw -648915.173261 + Penalty 2869.973990 = -646045.199271
  nChanged 82
		SP:Iteration 15Q (30549.610000 sec): 3 clusters
  Score: Raw -648937.901098 + Penalty 2869.973990 = -646067.927109
  nChanged 85
		SP:Iteration 16Q (30549.790000 sec): 3 clusters
  Score: Raw -648964.579612 + Penalty 2869.973990 = -646094.605622
  nChanged 95
		SP:Iteration 17Q (30549.970000 sec): 3 clusters
  Score: Raw -648996.964787 + Penalty 2869.973990 = -646126.990797
  nChanged 103
		SP:Iteration 18Q (30550.170000 sec): 3 clusters
  Score: Raw -649035.732285 + Penalty 2869.973990 = -646165.758296
  nChanged 135
		SP:Iteration 19Q (30550.400000 sec): 3 clusters
  Score: Raw -649091.461902 + Penalty 2869.973990 = -646221.487912
  nChanged 161
		SP:Iteration 20F (30550.560000 sec): 3 clusters
  Score: Raw -649172.955017 + Penalty 2869.973990 = -646302.981028
  nChanged 170
		SP:Iteration 21Q (30550.750000 sec): 3 clusters
  Score: Raw -649264.601512 + Penalty 2869.973990 = -646394.627522
  nChanged 190
		SP:Iteration 22Q (30550.930000 sec): 3 clusters
  Score: Raw -649377.617773 + Penalty 2869.973990 = -646507.643784
  nChanged 206
		SP:Iteration 23Q (30551.110000 sec): 3 clusters
  Score: Raw -649513.952811 + Penalty 2869.973990 = -646643.978822
  nChanged 216
		SP:Iteration 24Q (30551.340000 sec): 3 clusters
  Score: Raw -649646.792389 + Penalty 2869.973990 = -646776.818400
  nChanged 192
		SP:Iteration 25Q (30551.540000 sec): 3 clusters
  Score: Raw -649774.046815 + Penalty 2869.973990 = -646904.072826
  nChanged 170
		SP:Iteration 26Q (30551.740000 sec): 3 clusters
  Score: Raw -649888.081156 + Penalty 2869.973990 = -647018.107167
  nChanged 147
		SP:Iteration 27Q (30551.930000 sec): 3 clusters
  Score: Raw -649982.223035 + Penalty 2869.973990 = -647112.249045
  nChanged 131
		SP:Iteration 28Q (30552.090000 sec): 3 clusters
  Score: Raw -650073.717278 + Penalty 2869.973990 = -647203.743289
  nChanged 107
		SP:Iteration 29Q (30552.330000 sec): 3 clusters
  Score: Raw -650144.556897 + Penalty 2869.973990 = -647274.582908
  nChanged 87
		SP:Iteration 30Q (30552.530000 sec): 3 clusters
  Score: Raw -650194.930132 + Penalty 2869.973990 = -647324.956142
  nChanged 69
		SP:Iteration 31Q (30552.710000 sec): 3 clusters
  Score: Raw -650238.295334 + Penalty 2869.973990 = -647368.321345
  nChanged 57
		SP:Iteration 32Q (30552.920000 sec): 3 clusters
  Score: Raw -650274.923363 + Penalty 2869.973990 = -647404.949373
  nChanged 47
		SP:Iteration 33Q (30553.090000 sec): 3 clusters
  Score: Raw -650301.857822 + Penalty 2869.973990 = -647431.883833
  nChanged 41
		SP:Iteration 34Q (30553.300000 sec): 3 clusters
  Score: Raw -650329.227160 + Penalty 2869.973990 = -647459.253171
  nChanged 43
		SP:Iteration 35Q (30553.480000 sec): 3 clusters
  Score: Raw -650362.552553 + Penalty 2869.973990 = -647492.578563
  nChanged 35
		SP:Iteration 36Q (30553.650000 sec): 3 clusters
  Score: Raw -650387.018572 + Penalty 2869.973990 = -647517.044583
  nChanged 31
		SP:Iteration 37Q (30553.870000 sec): 3 clusters
  Score: Raw -650406.522242 + Penalty 2869.973990 = -647536.548253
  nChanged 30
		SP:Iteration 38Q (30554.070000 sec): 3 clusters
  Score: Raw -650425.957545 + Penalty 2869.973990 = -647555.983555
  nChanged 23
		SP:Iteration 39Q (30554.310000 sec): 3 clusters
  Score: Raw -650442.754225 + Penalty 2869.973990 = -647572.780235
  nChanged 21
		SP:Iteration 40F (30554.490000 sec): 3 clusters
  Score: Raw -650457.800359 + Penalty 2869.973990 = -647587.826369
  nChanged 15
		SP:Iteration 41Q (30554.680000 sec): 3 clusters
  Score: Raw -650467.231578 + Penalty 2869.973990 = -647597.257588
  nChanged 10
		SP:Iteration 42Q (30554.910000 sec): 3 clusters
  Score: Raw -650475.466794 + Penalty 2869.973990 = -647605.492805
  nChanged 12
		SP:Iteration 43Q (30555.080000 sec): 3 clusters
  Score: Raw -650485.645666 + Penalty 2869.973990 = -647615.671676
  nChanged 14
		SP:Iteration 44Q (30555.310000 sec): 3 clusters
  Score: Raw -650495.426455 + Penalty 2869.973990 = -647625.452465
  nChanged 15
		SP:Iteration 45Q (30555.500000 sec): 3 clusters
  Score: Raw -650504.275881 + Penalty 2869.973990 = -647634.301892
  nChanged 14
		SP:Iteration 46Q (30555.710000 sec): 3 clusters
  Score: Raw -650512.722376 + Penalty 2869.973990 = -647642.748386
  nChanged 13
		SP:Iteration 47Q (30555.900000 sec): 3 clusters
  Score: Raw -650521.416353 + Penalty 2869.973990 = -647651.442363
  nChanged 5
		SP:Iteration 48Q (30556.110000 sec): 3 clusters
  Score: Raw -650525.038631 + Penalty 2869.973990 = -647655.064642
  nChanged 4
		SP:Iteration 49Q (30556.270000 sec): 3 clusters
  Score: Raw -650528.745465 + Penalty 2869.973990 = -647658.771475
  nChanged 6
		SP:Iteration 50Q (30556.430000 sec): 3 clusters
  Score: Raw -650532.405917 + Penalty 2869.973990 = -647662.431928
  nChanged 4
		SP:Iteration 51Q (30556.630000 sec): 3 clusters
  Score: Raw -650534.879471 + Penalty 2869.973990 = -647664.905481
  nChanged 1
		SP:Iteration 52Q (30556.830000 sec): 3 clusters
  Score: Raw -650536.663142 + Penalty 2869.973990 = -647666.689152
  nChanged 0
		SP:Iteration 53F (30557.010000 sec): 3 clusters
  Score: Raw -650536.663142 + Penalty 2869.973990 = -647666.689152
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 8 (14616 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30557.170000 sec): 2 clusters
  Score: Raw -1245855.645896 + Penalty 1558.354216 = -1244297.291680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30557.350000 sec): 3 clusters
  Score: Raw -1237173.416449 + Penalty 3116.708432 = -1234056.708017
  nChanged 6562
		SP:Iteration 1F (30557.610000 sec): 3 clusters
  Score: Raw -1241194.169651 + Penalty 3116.708432 = -1238077.461219
  nChanged 1027
		SP:Iteration 2F (30557.860000 sec): 3 clusters
  Score: Raw -1241846.984751 + Penalty 3116.708432 = -1238730.276319
  nChanged 1034
		SP:Iteration 3F (30558.070000 sec): 3 clusters
  Score: Raw -1242554.615413 + Penalty 3116.708432 = -1239437.906982
  nChanged 1002
		SP:Iteration 4F (30558.330000 sec): 3 clusters
  Score: Raw -1243264.193554 + Penalty 3116.708432 = -1240147.485122
  nChanged 908
		SP:Iteration 5F (30558.580000 sec): 3 clusters
  Score: Raw -1243811.525345 + Penalty 3116.708432 = -1240694.816913
  nChanged 690
		SP:Iteration 6Q (30558.830000 sec): 3 clusters
  Score: Raw -1244141.461355 + Penalty 3116.708432 = -1241024.752923
  nChanged 473
		SP:Iteration 7Q (30559.100000 sec): 3 clusters
  Score: Raw -1244373.896889 + Penalty 3116.708432 = -1241257.188457
  nChanged 400
		SP:Iteration 8Q (30559.370000 sec): 3 clusters
  Score: Raw -1244585.104909 + Penalty 3116.708432 = -1241468.396478
  nChanged 387
		SP:Iteration 9Q (30559.610000 sec): 3 clusters
  Score: Raw -1244823.884118 + Penalty 3116.708432 = -1241707.175686
  nChanged 368
		SP:Iteration 10Q (30559.810000 sec): 3 clusters
  Score: Raw -1245040.008376 + Penalty 3116.708432 = -1241923.299944
  nChanged 334
		SP:Iteration 11Q (30560.030000 sec): 3 clusters
  Score: Raw -1245218.461038 + Penalty 3116.708432 = -1242101.752606
  nChanged 278
		SP:Iteration 12Q (30560.300000 sec): 3 clusters
  Score: Raw -1245344.265892 + Penalty 3116.708432 = -1242227.557460
  nChanged 183
		SP:Iteration 13Q (30560.530000 sec): 3 clusters
  Score: Raw -1245403.506223 + Penalty 3116.708432 = -1242286.797791
  nChanged 152
		SP:Iteration 14Q (30560.790000 sec): 3 clusters
  Score: Raw -1245453.861042 + Penalty 3116.708432 = -1242337.152611
  nChanged 133
		SP:Iteration 15Q (30561.050000 sec): 3 clusters
  Score: Raw -1245501.406768 + Penalty 3116.708432 = -1242384.698336
  nChanged 116
		SP:Iteration 16Q (30561.250000 sec): 3 clusters
  Score: Raw -1245537.878004 + Penalty 3116.708432 = -1242421.169572
  nChanged 105
		SP:Iteration 17Q (30561.520000 sec): 3 clusters
  Score: Raw -1245567.464325 + Penalty 3116.708432 = -1242450.755893
  nChanged 107
		SP:Iteration 18Q (30561.750000 sec): 3 clusters
  Score: Raw -1245598.664109 + Penalty 3116.708432 = -1242481.955677
  nChanged 102
		SP:Iteration 19Q (30561.970000 sec): 3 clusters
  Score: Raw -1245632.552856 + Penalty 3116.708432 = -1242515.844424
  nChanged 113
		SP:Iteration 20F (30562.170000 sec): 3 clusters
  Score: Raw -1245671.047953 + Penalty 3116.708432 = -1242554.339521
  nChanged 115
		SP:Iteration 21Q (30562.390000 sec): 3 clusters
  Score: Raw -1245708.716553 + Penalty 3116.708432 = -1242592.008121
  nChanged 118
		SP:Iteration 22Q (30562.630000 sec): 3 clusters
  Score: Raw -1245757.536594 + Penalty 3116.708432 = -1242640.828163
  nChanged 128
		SP:Iteration 23Q (30562.840000 sec): 3 clusters
  Score: Raw -1245822.414136 + Penalty 3116.708432 = -1242705.705704
  nChanged 140
		SP:Iteration 24Q (30563.060000 sec): 3 clusters
  Score: Raw -1245876.110316 + Penalty 3116.708432 = -1242759.401884
  nChanged 115
		SP:Iteration 25Q (30563.310000 sec): 3 clusters
  Score: Raw -1245920.762432 + Penalty 3116.708432 = -1242804.054000
  nChanged 117
		SP:Iteration 26Q (30563.540000 sec): 3 clusters
  Score: Raw -1245959.254614 + Penalty 3116.708432 = -1242842.546183
  nChanged 105
		SP:Iteration 27Q (30563.790000 sec): 3 clusters
  Score: Raw -1245994.049501 + Penalty 3116.708432 = -1242877.341069
  nChanged 100
		SP:Iteration 28Q (30564.010000 sec): 3 clusters
  Score: Raw -1246027.123154 + Penalty 3116.708432 = -1242910.414722
  nChanged 89
		SP:Iteration 29Q (30564.290000 sec): 3 clusters
  Score: Raw -1246054.405211 + Penalty 3116.708432 = -1242937.696779
  nChanged 89
		SP:Iteration 30Q (30564.550000 sec): 3 clusters
  Score: Raw -1246076.801387 + Penalty 3116.708432 = -1242960.092955
  nChanged 64
		SP:Iteration 31Q (30564.770000 sec): 3 clusters
  Score: Raw -1246092.595488 + Penalty 3116.708432 = -1242975.887056
  nChanged 68
		SP:Iteration 32Q (30565.000000 sec): 3 clusters
  Score: Raw -1246111.651843 + Penalty 3116.708432 = -1242994.943411
  nChanged 61
		SP:Iteration 33Q (30565.250000 sec): 3 clusters
  Score: Raw -1246128.897172 + Penalty 3116.708432 = -1243012.188740
  nChanged 52
		SP:Iteration 34Q (30565.470000 sec): 3 clusters
  Score: Raw -1246143.945491 + Penalty 3116.708432 = -1243027.237059
  nChanged 41
		SP:Iteration 35Q (30565.670000 sec): 3 clusters
  Score: Raw -1246154.116625 + Penalty 3116.708432 = -1243037.408193
  nChanged 41
		SP:Iteration 36Q (30565.900000 sec): 3 clusters
  Score: Raw -1246163.592655 + Penalty 3116.708432 = -1243046.884223
  nChanged 31
		SP:Iteration 37Q (30566.110000 sec): 3 clusters
  Score: Raw -1246170.198435 + Penalty 3116.708432 = -1243053.490004
  nChanged 28
		SP:Iteration 38Q (30566.340000 sec): 3 clusters
  Score: Raw -1246173.898479 + Penalty 3116.708432 = -1243057.190047
  nChanged 13
		SP:Iteration 39Q (30566.570000 sec): 3 clusters
  Score: Raw -1246175.771886 + Penalty 3116.708432 = -1243059.063454
  nChanged 15
		SP:Iteration 40F (30566.790000 sec): 3 clusters
  Score: Raw -1246178.721518 + Penalty 3116.708432 = -1243062.013086
  nChanged 23
		SP:Iteration 41Q (30567.050000 sec): 3 clusters
  Score: Raw -1246184.014676 + Penalty 3116.708432 = -1243067.306244
  nChanged 19
		SP:Iteration 42Q (30567.300000 sec): 3 clusters
  Score: Raw -1246188.674950 + Penalty 3116.708432 = -1243071.966518
  nChanged 15
		SP:Iteration 43Q (30567.500000 sec): 3 clusters
  Score: Raw -1246190.984613 + Penalty 3116.708432 = -1243074.276181
  nChanged 12
		SP:Iteration 44Q (30567.740000 sec): 3 clusters
  Score: Raw -1246192.767693 + Penalty 3116.708432 = -1243076.059261
  nChanged 10
		SP:Iteration 45Q (30567.950000 sec): 3 clusters
  Score: Raw -1246194.173321 + Penalty 3116.708432 = -1243077.464889
  nChanged 11
		SP:Iteration 46Q (30568.190000 sec): 3 clusters
  Score: Raw -1246195.430673 + Penalty 3116.708432 = -1243078.722241
  nChanged 8
		SP:Iteration 47Q (30568.430000 sec): 3 clusters
  Score: Raw -1246196.322910 + Penalty 3116.708432 = -1243079.614479
  nChanged 8
		SP:Iteration 48Q (30568.680000 sec): 3 clusters
  Score: Raw -1246197.021999 + Penalty 3116.708432 = -1243080.313567
  nChanged 9
		SP:Iteration 49Q (30568.950000 sec): 3 clusters
  Score: Raw -1246198.560294 + Penalty 3116.708432 = -1243081.851862
  nChanged 13
		SP:Iteration 50Q (30569.160000 sec): 3 clusters
  Score: Raw -1246200.522723 + Penalty 3116.708432 = -1243083.814291
  nChanged 15
		SP:Iteration 51Q (30569.390000 sec): 3 clusters
  Score: Raw -1246203.281410 + Penalty 3116.708432 = -1243086.572978
  nChanged 16
		SP:Iteration 52Q (30569.630000 sec): 3 clusters
  Score: Raw -1246205.718464 + Penalty 3116.708432 = -1243089.010032
  nChanged 9
		SP:Iteration 53Q (30569.860000 sec): 3 clusters
  Score: Raw -1246206.815417 + Penalty 3116.708432 = -1243090.106986
  nChanged 13
		SP:Iteration 54Q (30570.080000 sec): 3 clusters
  Score: Raw -1246208.265517 + Penalty 3116.708432 = -1243091.557085
  nChanged 10
		SP:Iteration 55Q (30570.290000 sec): 3 clusters
  Score: Raw -1246209.302998 + Penalty 3116.708432 = -1243092.594566
  nChanged 12
		SP:Iteration 56Q (30570.530000 sec): 3 clusters
  Score: Raw -1246210.587171 + Penalty 3116.708432 = -1243093.878739
  nChanged 11
		SP:Iteration 57Q (30570.810000 sec): 3 clusters
  Score: Raw -1246211.882667 + Penalty 3116.708432 = -1243095.174235
  nChanged 8
		SP:Iteration 58Q (30571.020000 sec): 3 clusters
  Score: Raw -1246212.923508 + Penalty 3116.708432 = -1243096.215076
  nChanged 7
		SP:Iteration 59Q (30571.300000 sec): 3 clusters
  Score: Raw -1246213.788600 + Penalty 3116.708432 = -1243097.080168
  nChanged 6
		SP:Iteration 60F (30571.560000 sec): 3 clusters
  Score: Raw -1246214.532378 + Penalty 3116.708432 = -1243097.823946
  nChanged 5
		SP:Iteration 61Q (30571.740000 sec): 3 clusters
  Score: Raw -1246214.855741 + Penalty 3116.708432 = -1243098.147309
  nChanged 3
		SP:Iteration 62Q (30571.940000 sec): 3 clusters
  Score: Raw -1246215.000462 + Penalty 3116.708432 = -1243098.292030
  nChanged 1
		SP:Iteration 63Q (30572.140000 sec): 3 clusters
  Score: Raw -1246215.033106 + Penalty 3116.708432 = -1243098.324674
  nChanged 0
		SP:Iteration 64F (30572.410000 sec): 3 clusters
  Score: Raw -1246215.033106 + Penalty 3116.708432 = -1243098.324674
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 9 (24220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30572.620000 sec): 2 clusters
  Score: Raw -2114433.111990 + Penalty 1640.426778 = -2112792.685212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30572.880000 sec): 3 clusters
  Score: Raw -2099770.579051 + Penalty 3280.853556 = -2096489.725495
  nChanged 11059
		SP:Iteration 1F (30573.160000 sec): 3 clusters
  Score: Raw -2106128.420929 + Penalty 3280.853556 = -2102847.567374
  nChanged 1375
		SP:Iteration 2F (30573.480000 sec): 3 clusters
  Score: Raw -2106732.345127 + Penalty 3280.853556 = -2103451.491571
  nChanged 1311
		SP:Iteration 3F (30573.730000 sec): 3 clusters
  Score: Raw -2107338.697799 + Penalty 3280.853556 = -2104057.844243
  nChanged 1318
		SP:Iteration 4F (30574.050000 sec): 3 clusters
  Score: Raw -2108099.996352 + Penalty 3280.853556 = -2104819.142796
  nChanged 1445
		SP:Iteration 5F (30574.320000 sec): 3 clusters
  Score: Raw -2109052.263220 + Penalty 3280.853556 = -2105771.409664
  nChanged 1536
		SP:Iteration 6F (30574.580000 sec): 3 clusters
  Score: Raw -2110096.247740 + Penalty 3280.853556 = -2106815.394185
  nChanged 1424
		SP:Iteration 7F (30574.810000 sec): 3 clusters
  Score: Raw -2111080.382650 + Penalty 3280.853556 = -2107799.529094
  nChanged 1313
		SP:Iteration 8F (30575.080000 sec): 3 clusters
  Score: Raw -2111915.260251 + Penalty 3280.853556 = -2108634.406696
  nChanged 1057
		SP:Iteration 9Q (30575.380000 sec): 3 clusters
  Score: Raw -2112529.911613 + Penalty 3280.853556 = -2109249.058058
  nChanged 805
		SP:Iteration 10Q (30575.640000 sec): 3 clusters
  Score: Raw -2112922.156256 + Penalty 3280.853556 = -2109641.302700
  nChanged 605
		SP:Iteration 11Q (30575.940000 sec): 3 clusters
  Score: Raw -2113154.610071 + Penalty 3280.853556 = -2109873.756515
  nChanged 447
		SP:Iteration 12Q (30576.220000 sec): 3 clusters
  Score: Raw -2113292.281154 + Penalty 3280.853556 = -2110011.427598
  nChanged 335
		SP:Iteration 13Q (30576.510000 sec): 3 clusters
  Score: Raw -2113390.518726 + Penalty 3280.853556 = -2110109.665171
  nChanged 287
		SP:Iteration 14Q (30576.810000 sec): 3 clusters
  Score: Raw -2113489.758782 + Penalty 3280.853556 = -2110208.905227
  nChanged 269
		SP:Iteration 15Q (30577.090000 sec): 3 clusters
  Score: Raw -2113579.604494 + Penalty 3280.853556 = -2110298.750938
  nChanged 242
		SP:Iteration 16Q (30577.380000 sec): 3 clusters
  Score: Raw -2113648.823110 + Penalty 3280.853556 = -2110367.969555
  nChanged 201
		SP:Iteration 17Q (30577.680000 sec): 3 clusters
  Score: Raw -2113704.997773 + Penalty 3280.853556 = -2110424.144218
  nChanged 218
		SP:Iteration 18Q (30577.920000 sec): 3 clusters
  Score: Raw -2113770.889421 + Penalty 3280.853556 = -2110490.035865
  nChanged 238
		SP:Iteration 19Q (30578.230000 sec): 3 clusters
  Score: Raw -2113856.626571 + Penalty 3280.853556 = -2110575.773016
  nChanged 249
		SP:Iteration 20F (30578.540000 sec): 3 clusters
  Score: Raw -2113975.589854 + Penalty 3280.853556 = -2110694.736298
  nChanged 261
		SP:Iteration 21Q (30578.830000 sec): 3 clusters
  Score: Raw -2114103.857959 + Penalty 3280.853556 = -2110823.004404
  nChanged 252
		SP:Iteration 22Q (30579.120000 sec): 3 clusters
  Score: Raw -2114240.351878 + Penalty 3280.853556 = -2110959.498322
  nChanged 272
		SP:Iteration 23Q (30579.410000 sec): 3 clusters
  Score: Raw -2114369.018096 + Penalty 3280.853556 = -2111088.164541
  nChanged 256
		SP:Iteration 24Q (30579.690000 sec): 3 clusters
  Score: Raw -2114471.063295 + Penalty 3280.853556 = -2111190.209740
  nChanged 220
		SP:Iteration 25Q (30580.020000 sec): 3 clusters
  Score: Raw -2114536.888772 + Penalty 3280.853556 = -2111256.035216
  nChanged 179
		SP:Iteration 26Q (30580.280000 sec): 3 clusters
  Score: Raw -2114582.139546 + Penalty 3280.853556 = -2111301.285991
  nChanged 161
		SP:Iteration 27Q (30580.560000 sec): 3 clusters
  Score: Raw -2114615.633544 + Penalty 3280.853556 = -2111334.779989
  nChanged 119
		SP:Iteration 28Q (30580.830000 sec): 3 clusters
  Score: Raw -2114640.948259 + Penalty 3280.853556 = -2111360.094704
  nChanged 100
		SP:Iteration 29Q (30581.110000 sec): 3 clusters
  Score: Raw -2114659.028980 + Penalty 3280.853556 = -2111378.175425
  nChanged 107
		SP:Iteration 30Q (30581.410000 sec): 3 clusters
  Score: Raw -2114679.680437 + Penalty 3280.853556 = -2111398.826881
  nChanged 96
		SP:Iteration 31Q (30581.710000 sec): 3 clusters
  Score: Raw -2114696.123643 + Penalty 3280.853556 = -2111415.270088
  nChanged 94
		SP:Iteration 32Q (30581.980000 sec): 3 clusters
  Score: Raw -2114713.216853 + Penalty 3280.853556 = -2111432.363297
  nChanged 88
		SP:Iteration 33Q (30582.260000 sec): 3 clusters
  Score: Raw -2114728.387503 + Penalty 3280.853556 = -2111447.533948
  nChanged 87
		SP:Iteration 34Q (30582.510000 sec): 3 clusters
  Score: Raw -2114742.012141 + Penalty 3280.853556 = -2111461.158586
  nChanged 84
		SP:Iteration 35Q (30582.760000 sec): 3 clusters
  Score: Raw -2114756.148258 + Penalty 3280.853556 = -2111475.294702
  nChanged 77
		SP:Iteration 36Q (30583.070000 sec): 3 clusters
  Score: Raw -2114770.317383 + Penalty 3280.853556 = -2111489.463828
  nChanged 71
		SP:Iteration 37Q (30583.340000 sec): 3 clusters
  Score: Raw -2114782.672309 + Penalty 3280.853556 = -2111501.818754
  nChanged 72
		SP:Iteration 38Q (30583.560000 sec): 3 clusters
  Score: Raw -2114795.966048 + Penalty 3280.853556 = -2111515.112493
  nChanged 83
		SP:Iteration 39Q (30583.830000 sec): 3 clusters
  Score: Raw -2114811.103965 + Penalty 3280.853556 = -2111530.250409
  nChanged 73
		SP:Iteration 40F (30584.130000 sec): 3 clusters
  Score: Raw -2114824.476255 + Penalty 3280.853556 = -2111543.622699
  nChanged 79
		SP:Iteration 41Q (30584.380000 sec): 3 clusters
  Score: Raw -2114838.394355 + Penalty 3280.853556 = -2111557.540799
  nChanged 64
		SP:Iteration 42Q (30584.660000 sec): 3 clusters
  Score: Raw -2114847.389430 + Penalty 3280.853556 = -2111566.535874
  nChanged 52
		SP:Iteration 43Q (30584.960000 sec): 3 clusters
  Score: Raw -2114853.840820 + Penalty 3280.853556 = -2111572.987265
  nChanged 44
		SP:Iteration 44Q (30585.220000 sec): 3 clusters
  Score: Raw -2114859.150050 + Penalty 3280.853556 = -2111578.296494
  nChanged 50
		SP:Iteration 45Q (30585.540000 sec): 3 clusters
  Score: Raw -2114865.486922 + Penalty 3280.853556 = -2111584.633367
  nChanged 45
		SP:Iteration 46Q (30585.780000 sec): 3 clusters
  Score: Raw -2114870.803922 + Penalty 3280.853556 = -2111589.950366
  nChanged 42
		SP:Iteration 47Q (30586.070000 sec): 3 clusters
  Score: Raw -2114876.216765 + Penalty 3280.853556 = -2111595.363209
  nChanged 41
		SP:Iteration 48Q (30586.320000 sec): 3 clusters
  Score: Raw -2114880.760526 + Penalty 3280.853556 = -2111599.906971
  nChanged 45
		SP:Iteration 49Q (30586.590000 sec): 3 clusters
  Score: Raw -2114886.367252 + Penalty 3280.853556 = -2111605.513697
  nChanged 43
		SP:Iteration 50Q (30586.880000 sec): 3 clusters
  Score: Raw -2114892.176476 + Penalty 3280.853556 = -2111611.322920
  nChanged 47
		SP:Iteration 51Q (30587.190000 sec): 3 clusters
  Score: Raw -2114897.594702 + Penalty 3280.853556 = -2111616.741147
  nChanged 40
		SP:Iteration 52Q (30587.450000 sec): 3 clusters
  Score: Raw -2114903.065532 + Penalty 3280.853556 = -2111622.211976
  nChanged 39
		SP:Iteration 53Q (30587.730000 sec): 3 clusters
  Score: Raw -2114908.319424 + Penalty 3280.853556 = -2111627.465868
  nChanged 37
		SP:Iteration 54Q (30587.990000 sec): 3 clusters
  Score: Raw -2114913.779229 + Penalty 3280.853556 = -2111632.925673
  nChanged 42
		SP:Iteration 55Q (30588.280000 sec): 3 clusters
  Score: Raw -2114919.048731 + Penalty 3280.853556 = -2111638.195175
  nChanged 36
		SP:Iteration 56Q (30588.530000 sec): 3 clusters
  Score: Raw -2114923.987805 + Penalty 3280.853556 = -2111643.134249
  nChanged 36
		SP:Iteration 57Q (30588.830000 sec): 3 clusters
  Score: Raw -2114929.441828 + Penalty 3280.853556 = -2111648.588272
  nChanged 38
		SP:Iteration 58Q (30589.080000 sec): 3 clusters
  Score: Raw -2114934.053915 + Penalty 3280.853556 = -2111653.200359
  nChanged 47
		SP:Iteration 59Q (30589.380000 sec): 3 clusters
  Score: Raw -2114940.636682 + Penalty 3280.853556 = -2111659.783127
  nChanged 39
		SP:Iteration 60F (30589.650000 sec): 3 clusters
  Score: Raw -2114945.743697 + Penalty 3280.853556 = -2111664.890141
  nChanged 33
		SP:Iteration 61Q (30589.950000 sec): 3 clusters
  Score: Raw -2114949.917427 + Penalty 3280.853556 = -2111669.063871
  nChanged 30
		SP:Iteration 62Q (30590.230000 sec): 3 clusters
  Score: Raw -2114953.890327 + Penalty 3280.853556 = -2111673.036771
  nChanged 37
		SP:Iteration 63Q (30590.540000 sec): 3 clusters
  Score: Raw -2114958.337789 + Penalty 3280.853556 = -2111677.484233
  nChanged 41
		SP:Iteration 64Q (30590.880000 sec): 3 clusters
  Score: Raw -2114963.212661 + Penalty 3280.853556 = -2111682.359106
  nChanged 40
		SP:Iteration 65Q (30591.150000 sec): 3 clusters
  Score: Raw -2114968.293190 + Penalty 3280.853556 = -2111687.439634
  nChanged 40
		SP:Iteration 66Q (30591.430000 sec): 3 clusters
  Score: Raw -2114972.976820 + Penalty 3280.853556 = -2111692.123264
  nChanged 36
		SP:Iteration 67Q (30591.730000 sec): 3 clusters
  Score: Raw -2114977.603385 + Penalty 3280.853556 = -2111696.749829
  nChanged 32
		SP:Iteration 68Q (30592.060000 sec): 3 clusters
  Score: Raw -2114982.986256 + Penalty 3280.853556 = -2111702.132701
  nChanged 33
		SP:Iteration 69Q (30592.330000 sec): 3 clusters
  Score: Raw -2114987.273945 + Penalty 3280.853556 = -2111706.420389
  nChanged 28
		SP:Iteration 70Q (30592.610000 sec): 3 clusters
  Score: Raw -2114990.776428 + Penalty 3280.853556 = -2111709.922872
  nChanged 32
		SP:Iteration 71Q (30592.880000 sec): 3 clusters
  Score: Raw -2114994.063954 + Penalty 3280.853556 = -2111713.210398
  nChanged 26
		SP:Iteration 72Q (30593.220000 sec): 3 clusters
  Score: Raw -2114996.664506 + Penalty 3280.853556 = -2111715.810951
  nChanged 21
		SP:Iteration 73Q (30593.510000 sec): 3 clusters
  Score: Raw -2114998.514847 + Penalty 3280.853556 = -2111717.661292
  nChanged 26
		SP:Iteration 74Q (30593.800000 sec): 3 clusters
  Score: Raw -2115001.392851 + Penalty 3280.853556 = -2111720.539295
  nChanged 24
		SP:Iteration 75Q (30594.060000 sec): 3 clusters
  Score: Raw -2115003.589178 + Penalty 3280.853556 = -2111722.735623
  nChanged 22
		SP:Iteration 76Q (30594.330000 sec): 3 clusters
  Score: Raw -2115006.420849 + Penalty 3280.853556 = -2111725.567294
  nChanged 22
		SP:Iteration 77Q (30594.670000 sec): 3 clusters
  Score: Raw -2115008.856347 + Penalty 3280.853556 = -2111728.002792
  nChanged 23
		SP:Iteration 78Q (30594.950000 sec): 3 clusters
  Score: Raw -2115011.244252 + Penalty 3280.853556 = -2111730.390696
  nChanged 21
		SP:Iteration 79Q (30595.230000 sec): 3 clusters
  Score: Raw -2115013.288565 + Penalty 3280.853556 = -2111732.435009
  nChanged 15
		SP:Iteration 80F (30595.490000 sec): 3 clusters
  Score: Raw -2115015.092721 + Penalty 3280.853556 = -2111734.239165
  nChanged 20
		SP:Iteration 81Q (30595.770000 sec): 3 clusters
  Score: Raw -2115017.410837 + Penalty 3280.853556 = -2111736.557281
  nChanged 25
		SP:Iteration 82Q (30596.060000 sec): 3 clusters
  Score: Raw -2115020.123798 + Penalty 3280.853556 = -2111739.270243
  nChanged 22
		SP:Iteration 83Q (30596.380000 sec): 3 clusters
  Score: Raw -2115021.943823 + Penalty 3280.853556 = -2111741.090268
  nChanged 21
		SP:Iteration 84Q (30596.630000 sec): 3 clusters
  Score: Raw -2115023.495095 + Penalty 3280.853556 = -2111742.641540
  nChanged 15
		SP:Iteration 85Q (30596.920000 sec): 3 clusters
  Score: Raw -2115024.825938 + Penalty 3280.853556 = -2111743.972382
  nChanged 20
		SP:Iteration 86Q (30597.130000 sec): 3 clusters
  Score: Raw -2115026.829006 + Penalty 3280.853556 = -2111745.975451
  nChanged 19
		SP:Iteration 87Q (30597.400000 sec): 3 clusters
  Score: Raw -2115028.471776 + Penalty 3280.853556 = -2111747.618220
  nChanged 21
		SP:Iteration 88Q (30597.690000 sec): 3 clusters
  Score: Raw -2115030.297637 + Penalty 3280.853556 = -2111749.444082
  nChanged 17
		SP:Iteration 89Q (30597.970000 sec): 3 clusters
  Score: Raw -2115031.998454 + Penalty 3280.853556 = -2111751.144898
  nChanged 17
		SP:Iteration 90Q (30598.220000 sec): 3 clusters
  Score: Raw -2115033.476041 + Penalty 3280.853556 = -2111752.622486
  nChanged 18
		SP:Iteration 91Q (30598.490000 sec): 3 clusters
  Score: Raw -2115035.181133 + Penalty 3280.853556 = -2111754.327578
  nChanged 18
		SP:Iteration 92Q (30598.770000 sec): 3 clusters
  Score: Raw -2115037.291798 + Penalty 3280.853556 = -2111756.438243
  nChanged 21
		SP:Iteration 93Q (30599.070000 sec): 3 clusters
  Score: Raw -2115039.897336 + Penalty 3280.853556 = -2111759.043781
  nChanged 20
		SP:Iteration 94Q (30599.330000 sec): 3 clusters
  Score: Raw -2115041.506959 + Penalty 3280.853556 = -2111760.653404
  nChanged 11
		SP:Iteration 95Q (30599.610000 sec): 3 clusters
  Score: Raw -2115042.350165 + Penalty 3280.853556 = -2111761.496610
  nChanged 10
		SP:Iteration 96Q (30599.880000 sec): 3 clusters
  Score: Raw -2115043.203883 + Penalty 3280.853556 = -2111762.350327
  nChanged 10
		SP:Iteration 97Q (30600.200000 sec): 3 clusters
  Score: Raw -2115043.947835 + Penalty 3280.853556 = -2111763.094279
  nChanged 9
		SP:Iteration 98Q (30600.480000 sec): 3 clusters
  Score: Raw -2115044.737317 + Penalty 3280.853556 = -2111763.883762
  nChanged 9
		SP:Iteration 99Q (30600.750000 sec): 3 clusters
  Score: Raw -2115045.470248 + Penalty 3280.853556 = -2111764.616692
  nChanged 8
		SP:Iteration 100F (30601.060000 sec): 3 clusters
  Score: Raw -2115046.302263 + Penalty 3280.853556 = -2111765.448708
  nChanged 9
		SP:Iteration 101Q (30601.340000 sec): 3 clusters
  Score: Raw -2115047.045266 + Penalty 3280.853556 = -2111766.191710
  nChanged 8
		SP:Iteration 102Q (30601.580000 sec): 3 clusters
  Score: Raw -2115047.690151 + Penalty 3280.853556 = -2111766.836595
  nChanged 7
		SP:Iteration 103Q (30601.920000 sec): 3 clusters
  Score: Raw -2115048.405184 + Penalty 3280.853556 = -2111767.551628
  nChanged 8
		SP:Iteration 104Q (30602.160000 sec): 3 clusters
  Score: Raw -2115048.995415 + Penalty 3280.853556 = -2111768.141860
  nChanged 5
		SP:Iteration 105Q (30602.410000 sec): 3 clusters
  Score: Raw -2115049.462108 + Penalty 3280.853556 = -2111768.608553
  nChanged 5
		SP:Iteration 106Q (30602.730000 sec): 3 clusters
  Score: Raw -2115049.840566 + Penalty 3280.853556 = -2111768.987011
  nChanged 3
		SP:Iteration 107Q (30603.000000 sec): 3 clusters
  Score: Raw -2115049.952005 + Penalty 3280.853556 = -2111769.098449
  nChanged 1
		SP:Iteration 108Q (30603.230000 sec): 3 clusters
  Score: Raw -2115049.978777 + Penalty 3280.853556 = -2111769.125221
  nChanged 1
		SP:Iteration 109Q (30603.500000 sec): 3 clusters
  Score: Raw -2115050.065194 + Penalty 3280.853556 = -2111769.211639
  nChanged 1
		SP:Iteration 110Q (30603.750000 sec): 3 clusters
  Score: Raw -2115050.089063 + Penalty 3280.853556 = -2111769.235508
  nChanged 0
		SP:Iteration 111F (30604.010000 sec): 3 clusters
  Score: Raw -2115050.089063 + Penalty 3280.853556 = -2111769.235508
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 10 (16510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30604.190000 sec): 2 clusters
  Score: Raw -1432464.419882 + Penalty 1578.154750 = -1430886.265132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30604.410000 sec): 3 clusters
  Score: Raw -1422694.262051 + Penalty 3156.309499 = -1419537.952552
  nChanged 7416
		SP:Iteration 1F (30604.620000 sec): 3 clusters
  Score: Raw -1426840.764838 + Penalty 3156.309499 = -1423684.455338
  nChanged 984
		SP:Iteration 2F (30604.870000 sec): 3 clusters
  Score: Raw -1427306.966679 + Penalty 3156.309499 = -1424150.657180
  nChanged 922
		SP:Iteration 3F (30605.100000 sec): 3 clusters
  Score: Raw -1427724.808292 + Penalty 3156.309499 = -1424568.498793
  nChanged 860
		SP:Iteration 4F (30605.340000 sec): 3 clusters
  Score: Raw -1428117.938744 + Penalty 3156.309499 = -1424961.629244
  nChanged 819
		SP:Iteration 5Q (30605.590000 sec): 3 clusters
  Score: Raw -1428460.660343 + Penalty 3156.309499 = -1425304.350843
  nChanged 711
		SP:Iteration 6Q (30605.860000 sec): 3 clusters
  Score: Raw -1428745.271501 + Penalty 3156.309499 = -1425588.962001
  nChanged 670
		SP:Iteration 7Q (30606.090000 sec): 3 clusters
  Score: Raw -1428988.133993 + Penalty 3156.309499 = -1425831.824493
  nChanged 590
		SP:Iteration 8Q (30606.320000 sec): 3 clusters
  Score: Raw -1429220.386244 + Penalty 3156.309499 = -1426064.076745
  nChanged 539
		SP:Iteration 9Q (30606.580000 sec): 3 clusters
  Score: Raw -1429445.771703 + Penalty 3156.309499 = -1426289.462203
  nChanged 541
		SP:Iteration 10Q (30606.830000 sec): 3 clusters
  Score: Raw -1429652.521746 + Penalty 3156.309499 = -1426496.212246
  nChanged 541
		SP:Iteration 11Q (30607.100000 sec): 3 clusters
  Score: Raw -1429880.542268 + Penalty 3156.309499 = -1426724.232769
  nChanged 502
		SP:Iteration 12Q (30607.320000 sec): 3 clusters
  Score: Raw -1430095.565855 + Penalty 3156.309499 = -1426939.256355
  nChanged 473
		SP:Iteration 13Q (30607.560000 sec): 3 clusters
  Score: Raw -1430304.551137 + Penalty 3156.309499 = -1427148.241637
  nChanged 476
		SP:Iteration 14Q (30607.810000 sec): 3 clusters
  Score: Raw -1430514.065875 + Penalty 3156.309499 = -1427357.756376
  nChanged 434
		SP:Iteration 15Q (30608.040000 sec): 3 clusters
  Score: Raw -1430700.468171 + Penalty 3156.309499 = -1427544.158671
  nChanged 371
		SP:Iteration 16Q (30608.310000 sec): 3 clusters
  Score: Raw -1430861.135700 + Penalty 3156.309499 = -1427704.826201
  nChanged 330
		SP:Iteration 17Q (30608.530000 sec): 3 clusters
  Score: Raw -1430996.299301 + Penalty 3156.309499 = -1427839.989802
  nChanged 300
		SP:Iteration 18Q (30608.840000 sec): 3 clusters
  Score: Raw -1431097.440557 + Penalty 3156.309499 = -1427941.131057
  nChanged 258
		SP:Iteration 19Q (30609.050000 sec): 3 clusters
  Score: Raw -1431172.412900 + Penalty 3156.309499 = -1428016.103401
  nChanged 226
		SP:Iteration 20F (30609.270000 sec): 3 clusters
  Score: Raw -1431236.867733 + Penalty 3156.309499 = -1428080.558233
  nChanged 191
		SP:Iteration 21Q (30609.520000 sec): 3 clusters
  Score: Raw -1431293.409090 + Penalty 3156.309499 = -1428137.099590
  nChanged 179
		SP:Iteration 22Q (30609.760000 sec): 3 clusters
  Score: Raw -1431340.833894 + Penalty 3156.309499 = -1428184.524394
  nChanged 183
		SP:Iteration 23Q (30610.030000 sec): 3 clusters
  Score: Raw -1431385.632840 + Penalty 3156.309499 = -1428229.323341
  nChanged 150
		SP:Iteration 24Q (30610.230000 sec): 3 clusters
  Score: Raw -1431419.323002 + Penalty 3156.309499 = -1428263.013503
  nChanged 148
		SP:Iteration 25Q (30610.470000 sec): 3 clusters
  Score: Raw -1431447.379259 + Penalty 3156.309499 = -1428291.069759
  nChanged 137
		SP:Iteration 26Q (30610.740000 sec): 3 clusters
  Score: Raw -1431475.819879 + Penalty 3156.309499 = -1428319.510379
  nChanged 114
		SP:Iteration 27Q (30610.980000 sec): 3 clusters
  Score: Raw -1431497.973825 + Penalty 3156.309499 = -1428341.664325
  nChanged 113
		SP:Iteration 28Q (30611.250000 sec): 3 clusters
  Score: Raw -1431519.062762 + Penalty 3156.309499 = -1428362.753263
  nChanged 121
		SP:Iteration 29Q (30611.500000 sec): 3 clusters
  Score: Raw -1431542.848448 + Penalty 3156.309499 = -1428386.538948
  nChanged 109
		SP:Iteration 30Q (30611.760000 sec): 3 clusters
  Score: Raw -1431563.313449 + Penalty 3156.309499 = -1428407.003950
  nChanged 105
		SP:Iteration 31Q (30612.020000 sec): 3 clusters
  Score: Raw -1431587.754166 + Penalty 3156.309499 = -1428431.444666
  nChanged 112
		SP:Iteration 32Q (30612.240000 sec): 3 clusters
  Score: Raw -1431610.468319 + Penalty 3156.309499 = -1428454.158820
  nChanged 94
		SP:Iteration 33Q (30612.500000 sec): 3 clusters
  Score: Raw -1431628.168174 + Penalty 3156.309499 = -1428471.858674
  nChanged 79
		SP:Iteration 34Q (30612.720000 sec): 3 clusters
  Score: Raw -1431643.398206 + Penalty 3156.309499 = -1428487.088707
  nChanged 77
		SP:Iteration 35Q (30612.980000 sec): 3 clusters
  Score: Raw -1431656.009799 + Penalty 3156.309499 = -1428499.700299
  nChanged 70
		SP:Iteration 36Q (30613.220000 sec): 3 clusters
  Score: Raw -1431667.570304 + Penalty 3156.309499 = -1428511.260804
  nChanged 83
		SP:Iteration 37Q (30613.460000 sec): 3 clusters
  Score: Raw -1431680.816090 + Penalty 3156.309499 = -1428524.506590
  nChanged 80
		SP:Iteration 38Q (30613.710000 sec): 3 clusters
  Score: Raw -1431698.357094 + Penalty 3156.309499 = -1428542.047594
  nChanged 103
		SP:Iteration 39Q (30613.920000 sec): 3 clusters
  Score: Raw -1431720.162311 + Penalty 3156.309499 = -1428563.852811
  nChanged 90
		SP:Iteration 40F (30614.100000 sec): 3 clusters
  Score: Raw -1431737.500406 + Penalty 3156.309499 = -1428581.190907
  nChanged 78
		SP:Iteration 41Q (30614.370000 sec): 3 clusters
  Score: Raw -1431752.549483 + Penalty 3156.309499 = -1428596.239984
  nChanged 69
		SP:Iteration 42Q (30614.600000 sec): 3 clusters
  Score: Raw -1431766.174315 + Penalty 3156.309499 = -1428609.864815
  nChanged 77
		SP:Iteration 43Q (30614.880000 sec): 3 clusters
  Score: Raw -1431782.468806 + Penalty 3156.309499 = -1428626.159306
  nChanged 91
		SP:Iteration 44Q (30615.120000 sec): 3 clusters
  Score: Raw -1431799.903473 + Penalty 3156.309499 = -1428643.593974
  nChanged 80
		SP:Iteration 45Q (30615.300000 sec): 3 clusters
  Score: Raw -1431815.946748 + Penalty 3156.309499 = -1428659.637248
  nChanged 83
		SP:Iteration 46Q (30615.560000 sec): 3 clusters
  Score: Raw -1431831.515017 + Penalty 3156.309499 = -1428675.205517
  nChanged 76
		SP:Iteration 47Q (30615.820000 sec): 3 clusters
  Score: Raw -1431843.795554 + Penalty 3156.309499 = -1428687.486055
  nChanged 59
		SP:Iteration 48Q (30616.080000 sec): 3 clusters
  Score: Raw -1431855.589635 + Penalty 3156.309499 = -1428699.280136
  nChanged 73
		SP:Iteration 49Q (30616.310000 sec): 3 clusters
  Score: Raw -1431868.311523 + Penalty 3156.309499 = -1428712.002023
  nChanged 72
		SP:Iteration 50Q (30616.570000 sec): 3 clusters
  Score: Raw -1431879.632997 + Penalty 3156.309499 = -1428723.323498
  nChanged 59
		SP:Iteration 51Q (30616.840000 sec): 3 clusters
  Score: Raw -1431888.996661 + Penalty 3156.309499 = -1428732.687161
  nChanged 59
		SP:Iteration 52Q (30617.100000 sec): 3 clusters
  Score: Raw -1431897.391617 + Penalty 3156.309499 = -1428741.082118
  nChanged 43
		SP:Iteration 53Q (30617.320000 sec): 3 clusters
  Score: Raw -1431902.598310 + Penalty 3156.309499 = -1428746.288810
  nChanged 41
		SP:Iteration 54Q (30617.590000 sec): 3 clusters
  Score: Raw -1431907.770354 + Penalty 3156.309499 = -1428751.460854
  nChanged 37
		SP:Iteration 55Q (30617.860000 sec): 3 clusters
  Score: Raw -1431912.567780 + Penalty 3156.309499 = -1428756.258280
  nChanged 30
		SP:Iteration 56Q (30618.130000 sec): 3 clusters
  Score: Raw -1431916.581995 + Penalty 3156.309499 = -1428760.272496
  nChanged 36
		SP:Iteration 57Q (30618.360000 sec): 3 clusters
  Score: Raw -1431921.049349 + Penalty 3156.309499 = -1428764.739849
  nChanged 22
		SP:Iteration 58Q (30618.640000 sec): 3 clusters
  Score: Raw -1431923.522054 + Penalty 3156.309499 = -1428767.212554
  nChanged 30
		SP:Iteration 59Q (30618.890000 sec): 3 clusters
  Score: Raw -1431926.972071 + Penalty 3156.309499 = -1428770.662572
  nChanged 31
		SP:Iteration 60F (30619.120000 sec): 3 clusters
  Score: Raw -1431931.096067 + Penalty 3156.309499 = -1428774.786567
  nChanged 37
		SP:Iteration 61Q (30619.420000 sec): 3 clusters
  Score: Raw -1431935.480798 + Penalty 3156.309499 = -1428779.171299
  nChanged 29
		SP:Iteration 62Q (30619.660000 sec): 3 clusters
  Score: Raw -1431938.776580 + Penalty 3156.309499 = -1428782.467080
  nChanged 23
		SP:Iteration 63Q (30619.900000 sec): 3 clusters
  Score: Raw -1431941.272408 + Penalty 3156.309499 = -1428784.962909
  nChanged 19
		SP:Iteration 64Q (30620.160000 sec): 3 clusters
  Score: Raw -1431943.709707 + Penalty 3156.309499 = -1428787.400207
  nChanged 24
		SP:Iteration 65Q (30620.390000 sec): 3 clusters
  Score: Raw -1431947.288074 + Penalty 3156.309499 = -1428790.978574
  nChanged 35
		SP:Iteration 66Q (30620.670000 sec): 3 clusters
  Score: Raw -1431952.405930 + Penalty 3156.309499 = -1428796.096430
  nChanged 37
		SP:Iteration 67Q (30620.880000 sec): 3 clusters
  Score: Raw -1431958.135161 + Penalty 3156.309499 = -1428801.825662
  nChanged 27
		SP:Iteration 68Q (30621.170000 sec): 3 clusters
  Score: Raw -1431961.717095 + Penalty 3156.309499 = -1428805.407596
  nChanged 25
		SP:Iteration 69Q (30621.380000 sec): 3 clusters
  Score: Raw -1431964.731182 + Penalty 3156.309499 = -1428808.421683
  nChanged 25
		SP:Iteration 70Q (30621.600000 sec): 3 clusters
  Score: Raw -1431968.872531 + Penalty 3156.309499 = -1428812.563031
  nChanged 36
		SP:Iteration 71Q (30621.870000 sec): 3 clusters
  Score: Raw -1431974.294100 + Penalty 3156.309499 = -1428817.984600
  nChanged 33
		SP:Iteration 72Q (30622.080000 sec): 3 clusters
  Score: Raw -1431978.974430 + Penalty 3156.309499 = -1428822.664930
  nChanged 28
		SP:Iteration 73Q (30622.320000 sec): 3 clusters
  Score: Raw -1431983.307335 + Penalty 3156.309499 = -1428826.997835
  nChanged 23
		SP:Iteration 74Q (30622.550000 sec): 3 clusters
  Score: Raw -1431986.188984 + Penalty 3156.309499 = -1428829.879484
  nChanged 21
		SP:Iteration 75Q (30622.790000 sec): 3 clusters
  Score: Raw -1431989.838668 + Penalty 3156.309499 = -1428833.529169
  nChanged 18
		SP:Iteration 76Q (30623.050000 sec): 3 clusters
  Score: Raw -1431992.148996 + Penalty 3156.309499 = -1428835.839497
  nChanged 19
		SP:Iteration 77Q (30623.290000 sec): 3 clusters
  Score: Raw -1431995.840687 + Penalty 3156.309499 = -1428839.531188
  nChanged 20
		SP:Iteration 78Q (30623.520000 sec): 3 clusters
  Score: Raw -1431997.861364 + Penalty 3156.309499 = -1428841.551864
  nChanged 14
		SP:Iteration 79Q (30623.760000 sec): 3 clusters
  Score: Raw -1431998.976969 + Penalty 3156.309499 = -1428842.667470
  nChanged 8
		SP:Iteration 80F (30624.000000 sec): 3 clusters
  Score: Raw -1432000.092849 + Penalty 3156.309499 = -1428843.783349
  nChanged 5
		SP:Iteration 81Q (30624.260000 sec): 3 clusters
  Score: Raw -1432000.883459 + Penalty 3156.309499 = -1428844.573960
  nChanged 6
		SP:Iteration 82Q (30624.500000 sec): 3 clusters
  Score: Raw -1432001.624715 + Penalty 3156.309499 = -1428845.315215
  nChanged 6
		SP:Iteration 83Q (30624.730000 sec): 3 clusters
  Score: Raw -1432002.475897 + Penalty 3156.309499 = -1428846.166398
  nChanged 7
		SP:Iteration 84Q (30625.000000 sec): 3 clusters
  Score: Raw -1432003.458591 + Penalty 3156.309499 = -1428847.149091
  nChanged 12
		SP:Iteration 85Q (30625.230000 sec): 3 clusters
  Score: Raw -1432005.357745 + Penalty 3156.309499 = -1428849.048246
  nChanged 12
		SP:Iteration 86Q (30625.440000 sec): 3 clusters
  Score: Raw -1432007.031648 + Penalty 3156.309499 = -1428850.722148
  nChanged 8
		SP:Iteration 87Q (30625.650000 sec): 3 clusters
  Score: Raw -1432008.062171 + Penalty 3156.309499 = -1428851.752671
  nChanged 9
		SP:Iteration 88Q (30625.940000 sec): 3 clusters
  Score: Raw -1432009.107212 + Penalty 3156.309499 = -1428852.797713
  nChanged 10
		SP:Iteration 89Q (30626.190000 sec): 3 clusters
  Score: Raw -1432010.009999 + Penalty 3156.309499 = -1428853.700500
  nChanged 5
		SP:Iteration 90Q (30626.420000 sec): 3 clusters
  Score: Raw -1432010.710412 + Penalty 3156.309499 = -1428854.400913
  nChanged 5
		SP:Iteration 91Q (30626.680000 sec): 3 clusters
  Score: Raw -1432011.223860 + Penalty 3156.309499 = -1428854.914360
  nChanged 5
		SP:Iteration 92Q (30626.940000 sec): 3 clusters
  Score: Raw -1432012.156956 + Penalty 3156.309499 = -1428855.847456
  nChanged 12
		SP:Iteration 93Q (30627.190000 sec): 3 clusters
  Score: Raw -1432014.562498 + Penalty 3156.309499 = -1428858.252999
  nChanged 13
		SP:Iteration 94Q (30627.430000 sec): 3 clusters
  Score: Raw -1432017.116784 + Penalty 3156.309499 = -1428860.807285
  nChanged 21
		SP:Iteration 95Q (30627.660000 sec): 3 clusters
  Score: Raw -1432019.979210 + Penalty 3156.309499 = -1428863.669710
  nChanged 14
		SP:Iteration 96Q (30627.850000 sec): 3 clusters
  Score: Raw -1432021.451888 + Penalty 3156.309499 = -1428865.142389
  nChanged 19
		SP:Iteration 97Q (30628.100000 sec): 3 clusters
  Score: Raw -1432023.903931 + Penalty 3156.309499 = -1428867.594431
  nChanged 13
		SP:Iteration 98Q (30628.330000 sec): 3 clusters
  Score: Raw -1432026.190059 + Penalty 3156.309499 = -1428869.880559
  nChanged 20
		SP:Iteration 99Q (30628.560000 sec): 3 clusters
  Score: Raw -1432028.665267 + Penalty 3156.309499 = -1428872.355768
  nChanged 16
		SP:Iteration 100F (30628.820000 sec): 3 clusters
  Score: Raw -1432031.517504 + Penalty 3156.309499 = -1428875.208005
  nChanged 22
		SP:Iteration 101Q (30629.050000 sec): 3 clusters
  Score: Raw -1432034.889206 + Penalty 3156.309499 = -1428878.579707
  nChanged 26
		SP:Iteration 102Q (30629.300000 sec): 3 clusters
  Score: Raw -1432038.658128 + Penalty 3156.309499 = -1428882.348628
  nChanged 24
		SP:Iteration 103Q (30629.540000 sec): 3 clusters
  Score: Raw -1432042.668819 + Penalty 3156.309499 = -1428886.359320
  nChanged 26
		SP:Iteration 104Q (30629.820000 sec): 3 clusters
  Score: Raw -1432047.380821 + Penalty 3156.309499 = -1428891.071322
  nChanged 26
		SP:Iteration 105Q (30630.070000 sec): 3 clusters
  Score: Raw -1432052.819397 + Penalty 3156.309499 = -1428896.509897
  nChanged 37
		SP:Iteration 106Q (30630.300000 sec): 3 clusters
  Score: Raw -1432059.288234 + Penalty 3156.309499 = -1428902.978734
  nChanged 29
		SP:Iteration 107Q (30630.570000 sec): 3 clusters
  Score: Raw -1432064.998731 + Penalty 3156.309499 = -1428908.689232
  nChanged 36
		SP:Iteration 108Q (30630.830000 sec): 3 clusters
  Score: Raw -1432072.605293 + Penalty 3156.309499 = -1428916.295793
  nChanged 39
		SP:Iteration 109Q (30631.070000 sec): 3 clusters
  Score: Raw -1432080.035181 + Penalty 3156.309499 = -1428923.725682
  nChanged 31
		SP:Iteration 110Q (30631.310000 sec): 3 clusters
  Score: Raw -1432086.971884 + Penalty 3156.309499 = -1428930.662384
  nChanged 32
		SP:Iteration 111Q (30631.570000 sec): 3 clusters
  Score: Raw -1432093.000218 + Penalty 3156.309499 = -1428936.690719
  nChanged 39
		SP:Iteration 112Q (30631.790000 sec): 3 clusters
  Score: Raw -1432100.561898 + Penalty 3156.309499 = -1428944.252399
  nChanged 35
		SP:Iteration 113Q (30632.040000 sec): 3 clusters
  Score: Raw -1432109.265331 + Penalty 3156.309499 = -1428952.955832
  nChanged 37
		SP:Iteration 114Q (30632.310000 sec): 3 clusters
  Score: Raw -1432119.538263 + Penalty 3156.309499 = -1428963.228763
  nChanged 35
		SP:Iteration 115Q (30632.530000 sec): 3 clusters
  Score: Raw -1432128.914129 + Penalty 3156.309499 = -1428972.604630
  nChanged 49
		SP:Iteration 116Q (30632.760000 sec): 3 clusters
  Score: Raw -1432142.172728 + Penalty 3156.309499 = -1428985.863229
  nChanged 55
		SP:Iteration 117Q (30633.020000 sec): 3 clusters
  Score: Raw -1432156.107166 + Penalty 3156.309499 = -1428999.797667
  nChanged 47
		SP:Iteration 118Q (30633.270000 sec): 3 clusters
  Score: Raw -1432164.048830 + Penalty 3156.309499 = -1429007.739330
  nChanged 43
		SP:Iteration 119Q (30633.530000 sec): 3 clusters
  Score: Raw -1432172.301902 + Penalty 3156.309499 = -1429015.992402
  nChanged 43
		SP:Iteration 120F (30633.740000 sec): 3 clusters
  Score: Raw -1432182.714621 + Penalty 3156.309499 = -1429026.405122
  nChanged 42
		SP:Iteration 121Q (30634.020000 sec): 3 clusters
  Score: Raw -1432191.434784 + Penalty 3156.309499 = -1429035.125285
  nChanged 50
		SP:Iteration 122Q (30634.240000 sec): 3 clusters
  Score: Raw -1432203.706392 + Penalty 3156.309499 = -1429047.396893
  nChanged 57
		SP:Iteration 123Q (30634.470000 sec): 3 clusters
  Score: Raw -1432217.946606 + Penalty 3156.309499 = -1429061.637107
  nChanged 49
		SP:Iteration 124Q (30634.750000 sec): 3 clusters
  Score: Raw -1432231.559192 + Penalty 3156.309499 = -1429075.249693
  nChanged 56
		SP:Iteration 125Q (30634.990000 sec): 3 clusters
  Score: Raw -1432247.062360 + Penalty 3156.309499 = -1429090.752860
  nChanged 46
		SP:Iteration 126Q (30635.220000 sec): 3 clusters
  Score: Raw -1432262.688866 + Penalty 3156.309499 = -1429106.379367
  nChanged 55
		SP:Iteration 127Q (30635.460000 sec): 3 clusters
  Score: Raw -1432282.491876 + Penalty 3156.309499 = -1429126.182377
  nChanged 75
		SP:Iteration 128Q (30635.690000 sec): 3 clusters
  Score: Raw -1432307.562056 + Penalty 3156.309499 = -1429151.252557
  nChanged 69
		SP:Iteration 129Q (30635.950000 sec): 3 clusters
  Score: Raw -1432330.636703 + Penalty 3156.309499 = -1429174.327204
  nChanged 78
		SP:Iteration 130Q (30636.210000 sec): 3 clusters
  Score: Raw -1432361.242647 + Penalty 3156.309499 = -1429204.933148
  nChanged 76
		SP:Iteration 131Q (30636.420000 sec): 3 clusters
  Score: Raw -1432387.199262 + Penalty 3156.309499 = -1429230.889763
  nChanged 58
		SP:Iteration 132Q (30636.660000 sec): 3 clusters
  Score: Raw -1432407.805740 + Penalty 3156.309499 = -1429251.496241
  nChanged 54
		SP:Iteration 133Q (30636.930000 sec): 3 clusters
  Score: Raw -1432428.326699 + Penalty 3156.309499 = -1429272.017200
  nChanged 58
		SP:Iteration 134Q (30637.170000 sec): 3 clusters
  Score: Raw -1432450.973599 + Penalty 3156.309499 = -1429294.664099
  nChanged 54
		SP:Iteration 135Q (30637.420000 sec): 3 clusters
  Score: Raw -1432472.763462 + Penalty 3156.309499 = -1429316.453963
  nChanged 54
		SP:Iteration 136Q (30637.680000 sec): 3 clusters
  Score: Raw -1432491.460180 + Penalty 3156.309499 = -1429335.150681
  nChanged 44
		SP:Iteration 137Q (30637.930000 sec): 3 clusters
  Score: Raw -1432509.843846 + Penalty 3156.309499 = -1429353.534347
  nChanged 57
		SP:Iteration 138Q (30638.180000 sec): 3 clusters
  Score: Raw -1432534.951542 + Penalty 3156.309499 = -1429378.642043
  nChanged 54
		SP:Iteration 139Q (30638.440000 sec): 3 clusters
  Score: Raw -1432554.446574 + Penalty 3156.309499 = -1429398.137075
  nChanged 44
		SP:Iteration 140F (30638.700000 sec): 3 clusters
  Score: Raw -1432569.521895 + Penalty 3156.309499 = -1429413.212395
  nChanged 39
		SP:Iteration 141Q (30638.930000 sec): 3 clusters
  Score: Raw -1432582.307601 + Penalty 3156.309499 = -1429425.998101
  nChanged 39
		SP:Iteration 142Q (30639.160000 sec): 3 clusters
  Score: Raw -1432596.332908 + Penalty 3156.309499 = -1429440.023408
  nChanged 31
		SP:Iteration 143Q (30639.400000 sec): 3 clusters
  Score: Raw -1432607.944924 + Penalty 3156.309499 = -1429451.635424
  nChanged 31
		SP:Iteration 144Q (30639.620000 sec): 3 clusters
  Score: Raw -1432616.888683 + Penalty 3156.309499 = -1429460.579184
  nChanged 18
		SP:Iteration 145Q (30639.860000 sec): 3 clusters
  Score: Raw -1432622.302963 + Penalty 3156.309499 = -1429465.993463
  nChanged 16
		SP:Iteration 146Q (30640.080000 sec): 3 clusters
  Score: Raw -1432626.561815 + Penalty 3156.309499 = -1429470.252316
  nChanged 12
		SP:Iteration 147Q (30640.380000 sec): 3 clusters
  Score: Raw -1432629.277471 + Penalty 3156.309499 = -1429472.967971
  nChanged 7
		SP:Iteration 148Q (30640.630000 sec): 3 clusters
  Score: Raw -1432631.454369 + Penalty 3156.309499 = -1429475.144870
  nChanged 14
		SP:Iteration 149Q (30640.860000 sec): 3 clusters
  Score: Raw -1432636.197134 + Penalty 3156.309499 = -1429479.887634
  nChanged 21
		SP:Iteration 150Q (30641.120000 sec): 3 clusters
  Score: Raw -1432643.397777 + Penalty 3156.309499 = -1429487.088277
  nChanged 17
		SP:Iteration 151Q (30641.360000 sec): 3 clusters
  Score: Raw -1432651.507283 + Penalty 3156.309499 = -1429495.197783
  nChanged 19
		SP:Iteration 152Q (30641.630000 sec): 3 clusters
  Score: Raw -1432660.047069 + Penalty 3156.309499 = -1429503.737569
  nChanged 15
		SP:Iteration 153Q (30641.860000 sec): 3 clusters
  Score: Raw -1432666.162042 + Penalty 3156.309499 = -1429509.852543
  nChanged 20
		SP:Iteration 154Q (30642.150000 sec): 3 clusters
  Score: Raw -1432673.825116 + Penalty 3156.309499 = -1429517.515617
  nChanged 15
		SP:Iteration 155Q (30642.410000 sec): 3 clusters
  Score: Raw -1432681.623397 + Penalty 3156.309499 = -1429525.313898
  nChanged 22
		SP:Iteration 156Q (30642.650000 sec): 3 clusters
  Score: Raw -1432690.471278 + Penalty 3156.309499 = -1429534.161778
  nChanged 17
		SP:Iteration 157Q (30642.920000 sec): 3 clusters
  Score: Raw -1432696.843726 + Penalty 3156.309499 = -1429540.534227
  nChanged 18
		SP:Iteration 158Q (30643.140000 sec): 3 clusters
  Score: Raw -1432705.049130 + Penalty 3156.309499 = -1429548.739631
  nChanged 26
		SP:Iteration 159Q (30643.420000 sec): 3 clusters
  Score: Raw -1432715.533927 + Penalty 3156.309499 = -1429559.224428
  nChanged 16
		SP:Iteration 160F (30643.590000 sec): 3 clusters
  Score: Raw -1432721.301305 + Penalty 3156.309499 = -1429564.991805
  nChanged 15
		SP:Iteration 161Q (30643.820000 sec): 3 clusters
  Score: Raw -1432728.672470 + Penalty 3156.309499 = -1429572.362971
  nChanged 17
		SP:Iteration 162Q (30644.010000 sec): 3 clusters
  Score: Raw -1432733.456091 + Penalty 3156.309499 = -1429577.146592
  nChanged 11
		SP:Iteration 163Q (30644.230000 sec): 3 clusters
  Score: Raw -1432737.395122 + Penalty 3156.309499 = -1429581.085623
  nChanged 10
		SP:Iteration 164Q (30644.490000 sec): 3 clusters
  Score: Raw -1432741.831130 + Penalty 3156.309499 = -1429585.521630
  nChanged 12
		SP:Iteration 165Q (30644.720000 sec): 3 clusters
  Score: Raw -1432748.436111 + Penalty 3156.309499 = -1429592.126611
  nChanged 14
		SP:Iteration 166Q (30644.940000 sec): 3 clusters
  Score: Raw -1432756.192157 + Penalty 3156.309499 = -1429599.882657
  nChanged 12
		SP:Iteration 167Q (30645.160000 sec): 3 clusters
  Score: Raw -1432761.580225 + Penalty 3156.309499 = -1429605.270726
  nChanged 14
		SP:Iteration 168Q (30645.390000 sec): 3 clusters
  Score: Raw -1432767.231888 + Penalty 3156.309499 = -1429610.922389
  nChanged 14
		SP:Iteration 169Q (30645.610000 sec): 3 clusters
  Score: Raw -1432773.957271 + Penalty 3156.309499 = -1429617.647771
  nChanged 13
		SP:Iteration 170Q (30645.850000 sec): 3 clusters
  Score: Raw -1432778.672919 + Penalty 3156.309499 = -1429622.363420
  nChanged 7
		SP:Iteration 171Q (30646.130000 sec): 3 clusters
  Score: Raw -1432782.380178 + Penalty 3156.309499 = -1429626.070678
  nChanged 9
		SP:Iteration 172Q (30646.350000 sec): 3 clusters
  Score: Raw -1432785.799117 + Penalty 3156.309499 = -1429629.489618
  nChanged 5
		SP:Iteration 173Q (30646.620000 sec): 3 clusters
  Score: Raw -1432787.297817 + Penalty 3156.309499 = -1429630.988317
  nChanged 2
		SP:Iteration 174Q (30646.810000 sec): 3 clusters
  Score: Raw -1432788.365808 + Penalty 3156.309499 = -1429632.056309
  nChanged 3
		SP:Iteration 175Q (30647.070000 sec): 3 clusters
  Score: Raw -1432789.897561 + Penalty 3156.309499 = -1429633.588061
  nChanged 3
		SP:Iteration 176Q (30647.300000 sec): 3 clusters
  Score: Raw -1432791.306929 + Penalty 3156.309499 = -1429634.997429
  nChanged 2
		SP:Iteration 177Q (30647.590000 sec): 3 clusters
  Score: Raw -1432792.373041 + Penalty 3156.309499 = -1429636.063541
  nChanged 3
		SP:Iteration 178Q (30647.810000 sec): 3 clusters
  Score: Raw -1432793.392104 + Penalty 3156.309499 = -1429637.082605
  nChanged 1
		SP:Iteration 179Q (30648.060000 sec): 3 clusters
  Score: Raw -1432793.773282 + Penalty 3156.309499 = -1429637.463782
  nChanged 1
		SP:Iteration 180F (30648.250000 sec): 3 clusters
  Score: Raw -1432794.256557 + Penalty 3156.309499 = -1429637.947058
  nChanged 2
		SP:Iteration 181Q (30648.490000 sec): 3 clusters
  Score: Raw -1432795.082332 + Penalty 3156.309499 = -1429638.772833
  nChanged 2
		SP:Iteration 182Q (30648.740000 sec): 3 clusters
  Score: Raw -1432795.435640 + Penalty 3156.309499 = -1429639.126141
  nChanged 1
		SP:Iteration 183Q (30648.980000 sec): 3 clusters
  Score: Raw -1432795.557538 + Penalty 3156.309499 = -1429639.248038
  nChanged 0
		SP:Iteration 184F (30649.220000 sec): 3 clusters
  Score: Raw -1432795.557538 + Penalty 3156.309499 = -1429639.248038
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 11 (81067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30649.740000 sec): 2 clusters
  Score: Raw -7230571.324426 + Penalty 1836.742578 = -7228734.581848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30650.310000 sec): 3 clusters
  Score: Raw -7177995.579687 + Penalty 3673.485157 = -7174322.094530
  nChanged 38642
		SP:Iteration 1F (30650.880000 sec): 3 clusters
  Score: Raw -7200388.782462 + Penalty 3673.485157 = -7196715.297305
  nChanged 2973
		SP:Iteration 2Q (30651.460000 sec): 3 clusters
  Score: Raw -7201287.490535 + Penalty 3673.485157 = -7197614.005378
  nChanged 3781
		SP:Iteration 3Q (30652.000000 sec): 3 clusters
  Score: Raw -7202909.202269 + Penalty 3673.485157 = -7199235.717112
  nChanged 5193
		SP:Iteration 4F (30652.560000 sec): 3 clusters
  Score: Raw -7206095.715216 + Penalty 3673.485157 = -7202422.230059
  nChanged 6983
		SP:Iteration 5F (30653.080000 sec): 3 clusters
  Score: Raw -7211877.498702 + Penalty 3673.485157 = -7208204.013545
  nChanged 7562
		SP:Iteration 6F (30653.620000 sec): 3 clusters
  Score: Raw -7218970.106043 + Penalty 3673.485157 = -7215296.620886
  nChanged 5848
		SP:Iteration 7F (30654.140000 sec): 3 clusters
  Score: Raw -7224282.523632 + Penalty 3673.485157 = -7220609.038475
  nChanged 3577
		SP:Iteration 8Q (30654.790000 sec): 3 clusters
  Score: Raw -7227289.002321 + Penalty 3673.485157 = -7223615.517164
  nChanged 2042
		SP:Iteration 9Q (30655.360000 sec): 3 clusters
  Score: Raw -7228950.040022 + Penalty 3673.485157 = -7225276.554865
  nChanged 1195
		SP:Iteration 10Q (30655.920000 sec): 3 clusters
  Score: Raw -7229859.949673 + Penalty 3673.485157 = -7226186.464516
  nChanged 623
		SP:Iteration 11Q (30656.450000 sec): 3 clusters
  Score: Raw -7230342.371871 + Penalty 3673.485157 = -7226668.886714
  nChanged 336
		SP:Iteration 12Q (30656.930000 sec): 3 clusters
  Score: Raw -7230581.316890 + Penalty 3673.485157 = -7226907.831733
  nChanged 152
		SP:Iteration 13Q (30657.440000 sec): 3 clusters
  Score: Raw -7230686.693560 + Penalty 3673.485157 = -7227013.208403
  nChanged 85
		SP:Iteration 14Q (30657.970000 sec): 3 clusters
  Score: Raw -7230745.029486 + Penalty 3673.485157 = -7227071.544329
  nChanged 51
		SP:Iteration 15Q (30658.500000 sec): 3 clusters
  Score: Raw -7230781.684725 + Penalty 3673.485157 = -7227108.199568
  nChanged 38
		SP:Iteration 16Q (30659.050000 sec): 3 clusters
  Score: Raw -7230812.655070 + Penalty 3673.485157 = -7227139.169913
  nChanged 34
		SP:Iteration 17Q (30659.550000 sec): 3 clusters
  Score: Raw -7230836.744476 + Penalty 3673.485157 = -7227163.259319
  nChanged 19
		SP:Iteration 18Q (30660.030000 sec): 3 clusters
  Score: Raw -7230853.946497 + Penalty 3673.485157 = -7227180.461340
  nChanged 24
		SP:Iteration 19Q (30660.540000 sec): 3 clusters
  Score: Raw -7230873.971194 + Penalty 3673.485157 = -7227200.486037
  nChanged 12
		SP:Iteration 20F (30661.100000 sec): 3 clusters
  Score: Raw -7230883.142213 + Penalty 3673.485157 = -7227209.657056
  nChanged 8
		SP:Iteration 21Q (30661.570000 sec): 3 clusters
  Score: Raw -7230888.634685 + Penalty 3673.485157 = -7227215.149528
  nChanged 4
		SP:Iteration 22Q (30662.090000 sec): 3 clusters
  Score: Raw -7230892.478462 + Penalty 3673.485157 = -7227218.993305
  nChanged 4
		SP:Iteration 23Q (30662.620000 sec): 3 clusters
  Score: Raw -7230895.602863 + Penalty 3673.485157 = -7227222.117706
  nChanged 5
		SP:Iteration 24Q (30663.150000 sec): 3 clusters
  Score: Raw -7230898.979759 + Penalty 3673.485157 = -7227225.494602
  nChanged 3
		SP:Iteration 25Q (30663.650000 sec): 3 clusters
  Score: Raw -7230900.370394 + Penalty 3673.485157 = -7227226.885237
  nChanged 3
		SP:Iteration 26Q (30664.150000 sec): 3 clusters
  Score: Raw -7230901.441430 + Penalty 3673.485157 = -7227227.956273
  nChanged 1
		SP:Iteration 27Q (30664.650000 sec): 3 clusters
  Score: Raw -7230902.812997 + Penalty 3673.485157 = -7227229.327840
  nChanged 2
		SP:Iteration 28Q (30665.140000 sec): 3 clusters
  Score: Raw -7230904.687757 + Penalty 3673.485157 = -7227231.202600
  nChanged 4
		SP:Iteration 29Q (30665.670000 sec): 3 clusters
  Score: Raw -7230907.908347 + Penalty 3673.485157 = -7227234.423190
  nChanged 5
		SP:Iteration 30Q (30666.190000 sec): 3 clusters
  Score: Raw -7230912.121083 + Penalty 3673.485157 = -7227238.635926
  nChanged 2
		SP:Iteration 31Q (30666.750000 sec): 3 clusters
  Score: Raw -7230915.026745 + Penalty 3673.485157 = -7227241.541588
  nChanged 3
		SP:Iteration 32Q (30667.280000 sec): 3 clusters
  Score: Raw -7230916.329517 + Penalty 3673.485157 = -7227242.844360
  nChanged 1
		SP:Iteration 33Q (30667.750000 sec): 3 clusters
  Score: Raw -7230916.656058 + Penalty 3673.485157 = -7227243.170901
  nChanged 0
		SP:Iteration 34F (30668.310000 sec): 3 clusters
  Score: Raw -7230916.656058 + Penalty 3673.485157 = -7227243.170901
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 12 (5721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30668.420000 sec): 2 clusters
  Score: Raw -489737.793807 + Penalty 1405.933570 = -488331.860236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30668.620000 sec): 3 clusters
  Score: Raw -486691.574764 + Penalty 2811.867141 = -483879.707623
  nChanged 2365
		SP:Iteration 1F (30668.810000 sec): 3 clusters
  Score: Raw -487977.609897 + Penalty 2811.867141 = -485165.742756
  nChanged 414
		SP:Iteration 2F (30668.990000 sec): 3 clusters
  Score: Raw -488182.277659 + Penalty 2811.867141 = -485370.410519
  nChanged 287
		SP:Iteration 3F (30669.200000 sec): 3 clusters
  Score: Raw -488338.950447 + Penalty 2811.867141 = -485527.083306
  nChanged 249
		SP:Iteration 4Q (30669.410000 sec): 3 clusters
  Score: Raw -488503.429793 + Penalty 2811.867141 = -485691.562653
  nChanged 268
		SP:Iteration 5Q (30669.580000 sec): 3 clusters
  Score: Raw -488726.603247 + Penalty 2811.867141 = -485914.736107
  nChanged 312
		SP:Iteration 6F (30669.770000 sec): 3 clusters
  Score: Raw -489027.372732 + Penalty 2811.867141 = -486215.505591
  nChanged 337
		SP:Iteration 7F (30669.980000 sec): 3 clusters
  Score: Raw -489369.588098 + Penalty 2811.867141 = -486557.720958
  nChanged 335
		SP:Iteration 8F (30670.190000 sec): 3 clusters
  Score: Raw -489692.400677 + Penalty 2811.867141 = -486880.533536
  nChanged 284
		SP:Iteration 9Q (30670.420000 sec): 3 clusters
  Score: Raw -489930.189427 + Penalty 2811.867141 = -487118.322286
  nChanged 246
		SP:Iteration 10Q (30670.580000 sec): 3 clusters
  Score: Raw -490090.534299 + Penalty 2811.867141 = -487278.667159
  nChanged 201
		SP:Iteration 11Q (30670.840000 sec): 3 clusters
  Score: Raw -490233.435489 + Penalty 2811.867141 = -487421.568348
  nChanged 178
		SP:Iteration 12Q (30671.010000 sec): 3 clusters
  Score: Raw -490374.094868 + Penalty 2811.867141 = -487562.227727
  nChanged 167
		SP:Iteration 13Q (30671.200000 sec): 3 clusters
  Score: Raw -490514.896636 + Penalty 2811.867141 = -487703.029496
  nChanged 167
		SP:Iteration 14Q (30671.410000 sec): 3 clusters
  Score: Raw -490641.851677 + Penalty 2811.867141 = -487829.984536
  nChanged 164
		SP:Iteration 15Q (30671.590000 sec): 3 clusters
  Score: Raw -490755.201431 + Penalty 2811.867141 = -487943.334291
  nChanged 126
		SP:Iteration 16Q (30671.770000 sec): 3 clusters
  Score: Raw -490829.443501 + Penalty 2811.867141 = -488017.576360
  nChanged 88
		SP:Iteration 17Q (30671.970000 sec): 3 clusters
  Score: Raw -490873.906219 + Penalty 2811.867141 = -488062.039079
  nChanged 63
		SP:Iteration 18Q (30672.150000 sec): 3 clusters
  Score: Raw -490902.810650 + Penalty 2811.867141 = -488090.943509
  nChanged 44
		SP:Iteration 19Q (30672.360000 sec): 3 clusters
  Score: Raw -490920.637623 + Penalty 2811.867141 = -488108.770483
  nChanged 35
		SP:Iteration 20F (30672.540000 sec): 3 clusters
  Score: Raw -490932.766729 + Penalty 2811.867141 = -488120.899588
  nChanged 24
		SP:Iteration 21Q (30672.710000 sec): 3 clusters
  Score: Raw -490940.049262 + Penalty 2811.867141 = -488128.182122
  nChanged 21
		SP:Iteration 22Q (30672.890000 sec): 3 clusters
  Score: Raw -490945.929840 + Penalty 2811.867141 = -488134.062700
  nChanged 18
		SP:Iteration 23Q (30673.110000 sec): 3 clusters
  Score: Raw -490950.474142 + Penalty 2811.867141 = -488138.607001
  nChanged 15
		SP:Iteration 24Q (30673.270000 sec): 3 clusters
  Score: Raw -490953.777339 + Penalty 2811.867141 = -488141.910199
  nChanged 16
		SP:Iteration 25Q (30673.490000 sec): 3 clusters
  Score: Raw -490957.894219 + Penalty 2811.867141 = -488146.027078
  nChanged 13
		SP:Iteration 26Q (30673.650000 sec): 3 clusters
  Score: Raw -490960.973019 + Penalty 2811.867141 = -488149.105878
  nChanged 11
		SP:Iteration 27Q (30673.830000 sec): 3 clusters
  Score: Raw -490962.784226 + Penalty 2811.867141 = -488150.917086
  nChanged 8
		SP:Iteration 28Q (30674.070000 sec): 3 clusters
  Score: Raw -490964.176741 + Penalty 2811.867141 = -488152.309601
  nChanged 8
		SP:Iteration 29Q (30674.250000 sec): 3 clusters
  Score: Raw -490966.350971 + Penalty 2811.867141 = -488154.483831
  nChanged 7
		SP:Iteration 30Q (30674.440000 sec): 3 clusters
  Score: Raw -490967.804349 + Penalty 2811.867141 = -488155.937209
  nChanged 3
		SP:Iteration 31Q (30674.650000 sec): 3 clusters
  Score: Raw -490968.667585 + Penalty 2811.867141 = -488156.800444
  nChanged 3
		SP:Iteration 32Q (30674.860000 sec): 3 clusters
  Score: Raw -490969.361606 + Penalty 2811.867141 = -488157.494465
  nChanged 3
		SP:Iteration 33Q (30675.080000 sec): 3 clusters
  Score: Raw -490969.786585 + Penalty 2811.867141 = -488157.919444
  nChanged 1
		SP:Iteration 34Q (30675.250000 sec): 3 clusters
  Score: Raw -490970.042838 + Penalty 2811.867141 = -488158.175697
  nChanged 2
		SP:Iteration 35Q (30675.450000 sec): 3 clusters
  Score: Raw -490970.269918 + Penalty 2811.867141 = -488158.402778
  nChanged 0
		SP:Iteration 36F (30675.660000 sec): 3 clusters
  Score: Raw -490970.269918 + Penalty 2811.867141 = -488158.402778
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 13 (4940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30675.730000 sec): 2 clusters
  Score: Raw -390142.729644 + Penalty 1382.082099 = -388760.647545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30675.950000 sec): 3 clusters
  Score: Raw -387545.761011 + Penalty 2764.164198 = -384781.596813
  nChanged 2068
		SP:Iteration 1F (30676.110000 sec): 3 clusters
  Score: Raw -388751.119253 + Penalty 2764.164198 = -385986.955055
  nChanged 394
		SP:Iteration 2F (30676.310000 sec): 3 clusters
  Score: Raw -388986.023361 + Penalty 2764.164198 = -386221.859163
  nChanged 283
		SP:Iteration 3F (30676.500000 sec): 3 clusters
  Score: Raw -389151.465010 + Penalty 2764.164198 = -386387.300812
  nChanged 232
		SP:Iteration 4Q (30676.660000 sec): 3 clusters
  Score: Raw -389284.906942 + Penalty 2764.164198 = -386520.742743
  nChanged 219
		SP:Iteration 5Q (30676.870000 sec): 3 clusters
  Score: Raw -389400.975418 + Penalty 2764.164198 = -386636.811220
  nChanged 180
		SP:Iteration 6Q (30677.040000 sec): 3 clusters
  Score: Raw -389507.822398 + Penalty 2764.164198 = -386743.658199
  nChanged 179
		SP:Iteration 7Q (30677.200000 sec): 3 clusters
  Score: Raw -389622.092276 + Penalty 2764.164198 = -386857.928078
  nChanged 175
		SP:Iteration 8Q (30677.420000 sec): 3 clusters
  Score: Raw -389745.067827 + Penalty 2764.164198 = -386980.903629
  nChanged 176
		SP:Iteration 9Q (30677.550000 sec): 3 clusters
  Score: Raw -389867.727601 + Penalty 2764.164198 = -387103.563403
  nChanged 151
		SP:Iteration 10Q (30677.780000 sec): 3 clusters
  Score: Raw -389978.354313 + Penalty 2764.164198 = -387214.190115
  nChanged 142
		SP:Iteration 11Q (30677.980000 sec): 3 clusters
  Score: Raw -390078.271448 + Penalty 2764.164198 = -387314.107249
  nChanged 112
		SP:Iteration 12Q (30678.150000 sec): 3 clusters
  Score: Raw -390161.214827 + Penalty 2764.164198 = -387397.050628
  nChanged 101
		SP:Iteration 13Q (30678.290000 sec): 3 clusters
  Score: Raw -390245.225064 + Penalty 2764.164198 = -387481.060866
  nChanged 87
		SP:Iteration 14Q (30678.480000 sec): 3 clusters
  Score: Raw -390305.979504 + Penalty 2764.164198 = -387541.815306
  nChanged 93
		SP:Iteration 15Q (30678.650000 sec): 3 clusters
  Score: Raw -390370.967248 + Penalty 2764.164198 = -387606.803049
  nChanged 61
		SP:Iteration 16Q (30678.860000 sec): 3 clusters
  Score: Raw -390402.311211 + Penalty 2764.164198 = -387638.147013
  nChanged 53
		SP:Iteration 17Q (30679.060000 sec): 3 clusters
  Score: Raw -390429.348954 + Penalty 2764.164198 = -387665.184755
  nChanged 46
		SP:Iteration 18Q (30679.200000 sec): 3 clusters
  Score: Raw -390454.390361 + Penalty 2764.164198 = -387690.226163
  nChanged 50
		SP:Iteration 19Q (30679.390000 sec): 3 clusters
  Score: Raw -390482.883230 + Penalty 2764.164198 = -387718.719032
  nChanged 40
		SP:Iteration 20F (30679.550000 sec): 3 clusters
  Score: Raw -390511.876245 + Penalty 2764.164198 = -387747.712047
  nChanged 31
		SP:Iteration 21Q (30679.710000 sec): 3 clusters
  Score: Raw -390531.950980 + Penalty 2764.164198 = -387767.786781
  nChanged 29
		SP:Iteration 22Q (30679.910000 sec): 3 clusters
  Score: Raw -390546.720702 + Penalty 2764.164198 = -387782.556504
  nChanged 19
		SP:Iteration 23Q (30680.110000 sec): 3 clusters
  Score: Raw -390557.911643 + Penalty 2764.164198 = -387793.747444
  nChanged 12
		SP:Iteration 24Q (30680.280000 sec): 3 clusters
  Score: Raw -390562.837780 + Penalty 2764.164198 = -387798.673581
  nChanged 9
		SP:Iteration 25Q (30680.490000 sec): 3 clusters
  Score: Raw -390568.114504 + Penalty 2764.164198 = -387803.950306
  nChanged 10
		SP:Iteration 26Q (30680.650000 sec): 3 clusters
  Score: Raw -390574.217693 + Penalty 2764.164198 = -387810.053495
  nChanged 5
		SP:Iteration 27Q (30680.870000 sec): 3 clusters
  Score: Raw -390576.617023 + Penalty 2764.164198 = -387812.452825
  nChanged 6
		SP:Iteration 28Q (30681.000000 sec): 3 clusters
  Score: Raw -390581.152136 + Penalty 2764.164198 = -387816.987938
  nChanged 7
		SP:Iteration 29Q (30681.180000 sec): 3 clusters
  Score: Raw -390584.737907 + Penalty 2764.164198 = -387820.573709
  nChanged 10
		SP:Iteration 30Q (30681.350000 sec): 3 clusters
  Score: Raw -390589.027689 + Penalty 2764.164198 = -387824.863491
  nChanged 10
		SP:Iteration 31Q (30681.580000 sec): 3 clusters
  Score: Raw -390592.193450 + Penalty 2764.164198 = -387828.029252
  nChanged 5
		SP:Iteration 32Q (30681.740000 sec): 3 clusters
  Score: Raw -390594.031954 + Penalty 2764.164198 = -387829.867756
  nChanged 6
		SP:Iteration 33Q (30681.950000 sec): 3 clusters
  Score: Raw -390596.497061 + Penalty 2764.164198 = -387832.332862
  nChanged 11
		SP:Iteration 34Q (30682.080000 sec): 3 clusters
  Score: Raw -390601.172505 + Penalty 2764.164198 = -387837.008307
  nChanged 12
		SP:Iteration 35Q (30682.290000 sec): 3 clusters
  Score: Raw -390605.474156 + Penalty 2764.164198 = -387841.309958
  nChanged 10
		SP:Iteration 36Q (30682.450000 sec): 3 clusters
  Score: Raw -390610.542549 + Penalty 2764.164198 = -387846.378350
  nChanged 11
		SP:Iteration 37Q (30682.620000 sec): 3 clusters
  Score: Raw -390615.985790 + Penalty 2764.164198 = -387851.821591
  nChanged 13
		SP:Iteration 38Q (30682.850000 sec): 3 clusters
  Score: Raw -390623.989923 + Penalty 2764.164198 = -387859.825725
  nChanged 13
		SP:Iteration 39Q (30683.000000 sec): 3 clusters
  Score: Raw -390640.830401 + Penalty 2764.164198 = -387876.666203
  nChanged 28
		SP:Iteration 40F (30683.190000 sec): 3 clusters
  Score: Raw -390673.796060 + Penalty 2764.164198 = -387909.631861
  nChanged 39
		SP:Iteration 41Q (30683.360000 sec): 3 clusters
  Score: Raw -390734.848349 + Penalty 2764.164198 = -387970.684150
  nChanged 43
		SP:Iteration 42Q (30683.580000 sec): 3 clusters
  Score: Raw -390802.759349 + Penalty 2764.164198 = -388038.595151
  nChanged 49
		SP:Iteration 43Q (30683.740000 sec): 3 clusters
  Score: Raw -390843.402965 + Penalty 2764.164198 = -388079.238767
  nChanged 40
		SP:Iteration 44Q (30683.950000 sec): 3 clusters
  Score: Raw -390865.885717 + Penalty 2764.164198 = -388101.721519
  nChanged 37
		SP:Iteration 45Q (30684.110000 sec): 3 clusters
  Score: Raw -390885.151640 + Penalty 2764.164198 = -388120.987442
  nChanged 29
		SP:Iteration 46Q (30684.270000 sec): 3 clusters
  Score: Raw -390901.910744 + Penalty 2764.164198 = -388137.746546
  nChanged 27
		SP:Iteration 47Q (30684.480000 sec): 3 clusters
  Score: Raw -390919.119585 + Penalty 2764.164198 = -388154.955387
  nChanged 24
		SP:Iteration 48Q (30684.690000 sec): 3 clusters
  Score: Raw -390930.577671 + Penalty 2764.164198 = -388166.413473
  nChanged 18
		SP:Iteration 49Q (30684.860000 sec): 3 clusters
  Score: Raw -390936.677225 + Penalty 2764.164198 = -388172.513027
  nChanged 16
		SP:Iteration 50Q (30685.050000 sec): 3 clusters
  Score: Raw -390942.102395 + Penalty 2764.164198 = -388177.938197
  nChanged 19
		SP:Iteration 51Q (30685.270000 sec): 3 clusters
  Score: Raw -390948.127391 + Penalty 2764.164198 = -388183.963193
  nChanged 14
		SP:Iteration 52Q (30685.460000 sec): 3 clusters
  Score: Raw -390953.016783 + Penalty 2764.164198 = -388188.852585
  nChanged 20
		SP:Iteration 53Q (30685.620000 sec): 3 clusters
  Score: Raw -390960.427600 + Penalty 2764.164198 = -388196.263402
  nChanged 17
		SP:Iteration 54Q (30685.820000 sec): 3 clusters
  Score: Raw -390966.632933 + Penalty 2764.164198 = -388202.468735
  nChanged 14
		SP:Iteration 55Q (30686.030000 sec): 3 clusters
  Score: Raw -390972.498082 + Penalty 2764.164198 = -388208.333884
  nChanged 21
		SP:Iteration 56Q (30686.220000 sec): 3 clusters
  Score: Raw -390981.148827 + Penalty 2764.164198 = -388216.984628
  nChanged 22
		SP:Iteration 57Q (30686.390000 sec): 3 clusters
  Score: Raw -390989.710245 + Penalty 2764.164198 = -388225.546046
  nChanged 18
		SP:Iteration 58Q (30686.590000 sec): 3 clusters
  Score: Raw -390994.587398 + Penalty 2764.164198 = -388230.423200
  nChanged 8
		SP:Iteration 59Q (30686.830000 sec): 3 clusters
  Score: Raw -390996.581778 + Penalty 2764.164198 = -388232.417580
  nChanged 5
		SP:Iteration 60F (30686.980000 sec): 3 clusters
  Score: Raw -390997.314192 + Penalty 2764.164198 = -388233.149993
  nChanged 3
		SP:Iteration 61Q (30687.200000 sec): 3 clusters
  Score: Raw -390998.005379 + Penalty 2764.164198 = -388233.841180
  nChanged 3
		SP:Iteration 62Q (30687.330000 sec): 3 clusters
  Score: Raw -390998.960028 + Penalty 2764.164198 = -388234.795830
  nChanged 5
		SP:Iteration 63Q (30687.530000 sec): 3 clusters
  Score: Raw -391000.207967 + Penalty 2764.164198 = -388236.043768
  nChanged 2
		SP:Iteration 64Q (30687.720000 sec): 3 clusters
  Score: Raw -391000.928373 + Penalty 2764.164198 = -388236.764174
  nChanged 1
		SP:Iteration 65Q (30687.880000 sec): 3 clusters
  Score: Raw -391001.061148 + Penalty 2764.164198 = -388236.896950
  nChanged 0
		SP:Iteration 66F (30688.080000 sec): 3 clusters
  Score: Raw -391001.061148 + Penalty 2764.164198 = -388236.896950
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 14 (7417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30688.210000 sec): 2 clusters
  Score: Raw -629864.632172 + Penalty 1448.123616 = -628416.508556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30688.420000 sec): 3 clusters
  Score: Raw -625762.673111 + Penalty 2896.247231 = -622866.425880
  nChanged 3171
		SP:Iteration 1F (30688.610000 sec): 3 clusters
  Score: Raw -627568.713860 + Penalty 2896.247231 = -624672.466628
  nChanged 480
		SP:Iteration 2F (30688.820000 sec): 3 clusters
  Score: Raw -627809.980958 + Penalty 2896.247231 = -624913.733727
  nChanged 378
		SP:Iteration 3F (30688.980000 sec): 3 clusters
  Score: Raw -627991.453961 + Penalty 2896.247231 = -625095.206730
  nChanged 326
		SP:Iteration 4Q (30689.190000 sec): 3 clusters
  Score: Raw -628163.606495 + Penalty 2896.247231 = -625267.359264
  nChanged 309
		SP:Iteration 5Q (30689.390000 sec): 3 clusters
  Score: Raw -628314.060333 + Penalty 2896.247231 = -625417.813102
  nChanged 294
		SP:Iteration 6Q (30689.580000 sec): 3 clusters
  Score: Raw -628463.050960 + Penalty 2896.247231 = -625566.803729
  nChanged 261
		SP:Iteration 7Q (30689.790000 sec): 3 clusters
  Score: Raw -628611.227172 + Penalty 2896.247231 = -625714.979941
  nChanged 277
		SP:Iteration 8Q (30690.000000 sec): 3 clusters
  Score: Raw -628782.453287 + Penalty 2896.247231 = -625886.206055
  nChanged 266
		SP:Iteration 9Q (30690.220000 sec): 3 clusters
  Score: Raw -628973.066232 + Penalty 2896.247231 = -626076.819001
  nChanged 279
		SP:Iteration 10Q (30690.420000 sec): 3 clusters
  Score: Raw -629159.159837 + Penalty 2896.247231 = -626262.912606
  nChanged 270
		SP:Iteration 11Q (30690.630000 sec): 3 clusters
  Score: Raw -629336.033007 + Penalty 2896.247231 = -626439.785776
  nChanged 267
		SP:Iteration 12Q (30690.820000 sec): 3 clusters
  Score: Raw -629485.825487 + Penalty 2896.247231 = -626589.578256
  nChanged 209
		SP:Iteration 13Q (30691.040000 sec): 3 clusters
  Score: Raw -629613.068259 + Penalty 2896.247231 = -626716.821028
  nChanged 181
		SP:Iteration 14Q (30691.230000 sec): 3 clusters
  Score: Raw -629714.579154 + Penalty 2896.247231 = -626818.331923
  nChanged 154
		SP:Iteration 15Q (30691.430000 sec): 3 clusters
  Score: Raw -629804.821816 + Penalty 2896.247231 = -626908.574585
  nChanged 134
		SP:Iteration 16Q (30691.620000 sec): 3 clusters
  Score: Raw -629887.273773 + Penalty 2896.247231 = -626991.026542
  nChanged 127
		SP:Iteration 17Q (30691.800000 sec): 3 clusters
  Score: Raw -629962.559848 + Penalty 2896.247231 = -627066.312617
  nChanged 116
		SP:Iteration 18Q (30691.980000 sec): 3 clusters
  Score: Raw -630033.586965 + Penalty 2896.247231 = -627137.339734
  nChanged 93
		SP:Iteration 19Q (30692.220000 sec): 3 clusters
  Score: Raw -630095.547776 + Penalty 2896.247231 = -627199.300545
  nChanged 75
		SP:Iteration 20F (30692.370000 sec): 3 clusters
  Score: Raw -630145.247202 + Penalty 2896.247231 = -627248.999971
  nChanged 66
		SP:Iteration 21Q (30692.540000 sec): 3 clusters
  Score: Raw -630182.694524 + Penalty 2896.247231 = -627286.447293
  nChanged 51
		SP:Iteration 22Q (30692.720000 sec): 3 clusters
  Score: Raw -630205.570756 + Penalty 2896.247231 = -627309.323525
  nChanged 35
		SP:Iteration 23Q (30692.930000 sec): 3 clusters
  Score: Raw -630221.872861 + Penalty 2896.247231 = -627325.625630
  nChanged 34
		SP:Iteration 24Q (30693.150000 sec): 3 clusters
  Score: Raw -630236.123041 + Penalty 2896.247231 = -627339.875810
  nChanged 24
		SP:Iteration 25Q (30693.340000 sec): 3 clusters
  Score: Raw -630244.569343 + Penalty 2896.247231 = -627348.322112
  nChanged 22
		SP:Iteration 26Q (30693.550000 sec): 3 clusters
  Score: Raw -630252.397996 + Penalty 2896.247231 = -627356.150765
  nChanged 14
		SP:Iteration 27Q (30693.740000 sec): 3 clusters
  Score: Raw -630258.464570 + Penalty 2896.247231 = -627362.217339
  nChanged 18
		SP:Iteration 28Q (30693.900000 sec): 3 clusters
  Score: Raw -630264.988001 + Penalty 2896.247231 = -627368.740769
  nChanged 9
		SP:Iteration 29Q (30694.140000 sec): 3 clusters
  Score: Raw -630267.448619 + Penalty 2896.247231 = -627371.201388
  nChanged 6
		SP:Iteration 30Q (30694.300000 sec): 3 clusters
  Score: Raw -630269.502683 + Penalty 2896.247231 = -627373.255451
  nChanged 8
		SP:Iteration 31Q (30694.470000 sec): 3 clusters
  Score: Raw -630272.577150 + Penalty 2896.247231 = -627376.329919
  nChanged 9
		SP:Iteration 32Q (30694.700000 sec): 3 clusters
  Score: Raw -630276.603617 + Penalty 2896.247231 = -627380.356386
  nChanged 6
		SP:Iteration 33Q (30694.890000 sec): 3 clusters
  Score: Raw -630277.608099 + Penalty 2896.247231 = -627381.360868
  nChanged 4
		SP:Iteration 34Q (30695.090000 sec): 3 clusters
  Score: Raw -630278.492078 + Penalty 2896.247231 = -627382.244847
  nChanged 3
		SP:Iteration 35Q (30695.320000 sec): 3 clusters
  Score: Raw -630279.451075 + Penalty 2896.247231 = -627383.203844
  nChanged 2
		SP:Iteration 36Q (30695.520000 sec): 3 clusters
  Score: Raw -630280.016416 + Penalty 2896.247231 = -627383.769185
  nChanged 1
		SP:Iteration 37Q (30695.700000 sec): 3 clusters
  Score: Raw -630280.324345 + Penalty 2896.247231 = -627384.077114
  nChanged 1
		SP:Iteration 38Q (30695.900000 sec): 3 clusters
  Score: Raw -630280.522653 + Penalty 2896.247231 = -627384.275422
  nChanged 0
		SP:Iteration 39F (30696.110000 sec): 3 clusters
  Score: Raw -630280.522653 + Penalty 2896.247231 = -627384.275422
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 15 (42883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30696.370000 sec): 2 clusters
  Score: Raw -3787366.608605 + Penalty 1733.262498 = -3785633.346107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30696.760000 sec): 3 clusters
  Score: Raw -3760480.181461 + Penalty 3466.524996 = -3757013.656465
  nChanged 19985
		SP:Iteration 1F (30697.120000 sec): 3 clusters
  Score: Raw -3771761.849446 + Penalty 3466.524996 = -3768295.324450
  nChanged 1817
		SP:Iteration 2Q (30697.470000 sec): 3 clusters
  Score: Raw -3772450.087152 + Penalty 3466.524996 = -3768983.562156
  nChanged 1970
		SP:Iteration 3Q (30697.840000 sec): 3 clusters
  Score: Raw -3773360.761615 + Penalty 3466.524996 = -3769894.236620
  nChanged 2207
		SP:Iteration 4F (30698.150000 sec): 3 clusters
  Score: Raw -3774638.616953 + Penalty 3466.524996 = -3771172.091957
  nChanged 2579
		SP:Iteration 5F (30698.560000 sec): 3 clusters
  Score: Raw -3776427.289556 + Penalty 3466.524996 = -3772960.764561
  nChanged 2876
		SP:Iteration 6F (30698.880000 sec): 3 clusters
  Score: Raw -3778634.939176 + Penalty 3466.524996 = -3775168.414180
  nChanged 2929
		SP:Iteration 7F (30699.250000 sec): 3 clusters
  Score: Raw -3781089.091024 + Penalty 3466.524996 = -3777622.566028
  nChanged 2667
		SP:Iteration 8F (30699.610000 sec): 3 clusters
  Score: Raw -3783409.608073 + Penalty 3466.524996 = -3779943.083077
  nChanged 1965
		SP:Iteration 9Q (30699.960000 sec): 3 clusters
  Score: Raw -3785077.651967 + Penalty 3466.524996 = -3781611.126971
  nChanged 1304
		SP:Iteration 10Q (30700.340000 sec): 3 clusters
  Score: Raw -3786177.530611 + Penalty 3466.524996 = -3782711.005615
  nChanged 758
		SP:Iteration 11Q (30700.660000 sec): 3 clusters
  Score: Raw -3786783.408489 + Penalty 3466.524996 = -3783316.883493
  nChanged 429
		SP:Iteration 12Q (30701.030000 sec): 3 clusters
  Score: Raw -3787100.119733 + Penalty 3466.524996 = -3783633.594738
  nChanged 232
		SP:Iteration 13Q (30701.410000 sec): 3 clusters
  Score: Raw -3787270.193326 + Penalty 3466.524996 = -3783803.668330
  nChanged 154
		SP:Iteration 14Q (30701.790000 sec): 3 clusters
  Score: Raw -3787382.229336 + Penalty 3466.524996 = -3783915.704340
  nChanged 101
		SP:Iteration 15Q (30702.180000 sec): 3 clusters
  Score: Raw -3787456.368791 + Penalty 3466.524996 = -3783989.843795
  nChanged 63
		SP:Iteration 16Q (30702.510000 sec): 3 clusters
  Score: Raw -3787501.487910 + Penalty 3466.524996 = -3784034.962914
  nChanged 44
		SP:Iteration 17Q (30702.850000 sec): 3 clusters
  Score: Raw -3787530.753380 + Penalty 3466.524996 = -3784064.228385
  nChanged 36
		SP:Iteration 18Q (30703.200000 sec): 3 clusters
  Score: Raw -3787553.182932 + Penalty 3466.524996 = -3784086.657936
  nChanged 22
		SP:Iteration 19Q (30703.540000 sec): 3 clusters
  Score: Raw -3787564.752274 + Penalty 3466.524996 = -3784098.227278
  nChanged 18
		SP:Iteration 20F (30703.880000 sec): 3 clusters
  Score: Raw -3787573.821822 + Penalty 3466.524996 = -3784107.296827
  nChanged 10
		SP:Iteration 21Q (30704.220000 sec): 3 clusters
  Score: Raw -3787579.942282 + Penalty 3466.524996 = -3784113.417286
  nChanged 10
		SP:Iteration 22Q (30704.610000 sec): 3 clusters
  Score: Raw -3787585.699168 + Penalty 3466.524996 = -3784119.174172
  nChanged 6
		SP:Iteration 23Q (30704.940000 sec): 3 clusters
  Score: Raw -3787588.095654 + Penalty 3466.524996 = -3784121.570658
  nChanged 3
		SP:Iteration 24Q (30705.280000 sec): 3 clusters
  Score: Raw -3787589.868923 + Penalty 3466.524996 = -3784123.343927
  nChanged 4
		SP:Iteration 25Q (30705.620000 sec): 3 clusters
  Score: Raw -3787591.251622 + Penalty 3466.524996 = -3784124.726627
  nChanged 3
		SP:Iteration 26Q (30705.930000 sec): 3 clusters
  Score: Raw -3787593.351421 + Penalty 3466.524996 = -3784126.826426
  nChanged 3
		SP:Iteration 27Q (30706.290000 sec): 3 clusters
  Score: Raw -3787595.431115 + Penalty 3466.524996 = -3784128.906119
  nChanged 4
		SP:Iteration 28Q (30706.610000 sec): 3 clusters
  Score: Raw -3787598.604291 + Penalty 3466.524996 = -3784132.079295
  nChanged 2
		SP:Iteration 29Q (30706.970000 sec): 3 clusters
  Score: Raw -3787599.286660 + Penalty 3466.524996 = -3784132.761665
  nChanged 1
		SP:Iteration 30Q (30707.320000 sec): 3 clusters
  Score: Raw -3787599.868739 + Penalty 3466.524996 = -3784133.343744
  nChanged 0
		SP:Iteration 31F (30707.710000 sec): 3 clusters
  Score: Raw -3787599.868739 + Penalty 3466.524996 = -3784133.343744
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 16 (315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30707.860000 sec): 2 clusters
  Score: Raw -26248.493929 + Penalty 934.793054 = -25313.700875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30708.080000 sec): 3 clusters
  Score: Raw -26334.242683 + Penalty 1869.586108 = -24464.656576
  nChanged 62
		SP:Iteration 1F (30708.340000 sec): 3 clusters
  Score: Raw -26437.074586 + Penalty 1869.586108 = -24567.488479
  nChanged 13
		SP:Iteration 2Q (30708.580000 sec): 3 clusters
  Score: Raw -26467.653482 + Penalty 1869.586108 = -24598.067375
  nChanged 4
		SP:Iteration 3Q (30708.760000 sec): 3 clusters
  Score: Raw -26473.893455 + Penalty 1869.586108 = -24604.307347
  nChanged 3
		SP:Iteration 4Q (30708.940000 sec): 3 clusters
  Score: Raw -26481.266860 + Penalty 1869.586108 = -24611.680752
  nChanged 5
		SP:Iteration 5Q (30709.110000 sec): 3 clusters
  Score: Raw -26493.132969 + Penalty 1869.586108 = -24623.546861
  nChanged 1
		SP:Iteration 6Q (30709.270000 sec): 3 clusters
  Score: Raw -26495.428186 + Penalty 1869.586108 = -24625.842078
  nChanged 3
		SP:Iteration 7Q (30709.450000 sec): 3 clusters
  Score: Raw -26498.932795 + Penalty 1869.586108 = -24629.346687
  nChanged 1
		SP:Iteration 8Q (30709.590000 sec): 3 clusters
  Score: Raw -26503.539901 + Penalty 1869.586108 = -24633.953793
  nChanged 2
		SP:Iteration 9Q (30709.750000 sec): 3 clusters
  Score: Raw -26510.384647 + Penalty 1869.586108 = -24640.798539
  nChanged 1
		SP:Iteration 10Q (30709.920000 sec): 3 clusters
  Score: Raw -26513.003712 + Penalty 1869.586108 = -24643.417605
  nChanged 1
		SP:Iteration 11Q (30710.080000 sec): 3 clusters
  Score: Raw -26518.680894 + Penalty 1869.586108 = -24649.094786
  nChanged 1
		SP:Iteration 12Q (30710.280000 sec): 3 clusters
  Score: Raw -26519.414716 + Penalty 1869.586108 = -24649.828608
  nChanged 0
		SP:Iteration 13F (30710.460000 sec): 3 clusters
  Score: Raw -26519.414716 + Penalty 1869.586108 = -24649.828608
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 17 (9069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30710.570000 sec): 2 clusters
  Score: Raw -689711.455806 + Penalty 1480.800309 = -688230.655498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30710.820000 sec): 3 clusters
  Score: Raw -684611.203199 + Penalty 2961.600617 = -681649.602582
  nChanged 3881
		SP:Iteration 1F (30711.020000 sec): 3 clusters
  Score: Raw -686876.030448 + Penalty 2961.600617 = -683914.429831
  nChanged 642
		SP:Iteration 2F (30711.230000 sec): 3 clusters
  Score: Raw -687237.378367 + Penalty 2961.600617 = -684275.777749
  nChanged 579
		SP:Iteration 3F (30711.440000 sec): 3 clusters
  Score: Raw -687616.070558 + Penalty 2961.600617 = -684654.469941
  nChanged 553
		SP:Iteration 4F (30711.620000 sec): 3 clusters
  Score: Raw -688059.668285 + Penalty 2961.600617 = -685098.067668
  nChanged 571
		SP:Iteration 5F (30711.830000 sec): 3 clusters
  Score: Raw -688600.841072 + Penalty 2961.600617 = -685639.240455
  nChanged 561
		SP:Iteration 6F (30712.030000 sec): 3 clusters
  Score: Raw -689075.984903 + Penalty 2961.600617 = -686114.384285
  nChanged 509
		SP:Iteration 7F (30712.240000 sec): 3 clusters
  Score: Raw -689444.926039 + Penalty 2961.600617 = -686483.325422
  nChanged 413
		SP:Iteration 8Q (30712.390000 sec): 3 clusters
  Score: Raw -689712.635160 + Penalty 2961.600617 = -686751.034543
  nChanged 298
		SP:Iteration 9Q (30712.640000 sec): 3 clusters
  Score: Raw -689856.049015 + Penalty 2961.600617 = -686894.448398
  nChanged 213
		SP:Iteration 10Q (30712.810000 sec): 3 clusters
  Score: Raw -689964.743045 + Penalty 2961.600617 = -687003.142428
  nChanged 168
		SP:Iteration 11Q (30713.010000 sec): 3 clusters
  Score: Raw -690055.331064 + Penalty 2961.600617 = -687093.730447
  nChanged 149
		SP:Iteration 12Q (30713.250000 sec): 3 clusters
  Score: Raw -690143.266182 + Penalty 2961.600617 = -687181.665565
  nChanged 158
		SP:Iteration 13Q (30713.490000 sec): 3 clusters
  Score: Raw -690227.183971 + Penalty 2961.600617 = -687265.583353
  nChanged 123
		SP:Iteration 14Q (30713.720000 sec): 3 clusters
  Score: Raw -690280.722797 + Penalty 2961.600617 = -687319.122180
  nChanged 122
		SP:Iteration 15Q (30714.020000 sec): 3 clusters
  Score: Raw -690337.329171 + Penalty 2961.600617 = -687375.728554
  nChanged 119
		SP:Iteration 16Q (30714.210000 sec): 3 clusters
  Score: Raw -690403.683424 + Penalty 2961.600617 = -687442.082807
  nChanged 125
		SP:Iteration 17Q (30714.410000 sec): 3 clusters
  Score: Raw -690457.770249 + Penalty 2961.600617 = -687496.169631
  nChanged 102
		SP:Iteration 18Q (30714.670000 sec): 3 clusters
  Score: Raw -690494.789058 + Penalty 2961.600617 = -687533.188441
  nChanged 78
		SP:Iteration 19Q (30714.920000 sec): 3 clusters
  Score: Raw -690521.450927 + Penalty 2961.600617 = -687559.850309
  nChanged 66
		SP:Iteration 20F (30715.200000 sec): 3 clusters
  Score: Raw -690545.696952 + Penalty 2961.600617 = -687584.096334
  nChanged 62
		SP:Iteration 21Q (30715.410000 sec): 3 clusters
  Score: Raw -690565.633703 + Penalty 2961.600617 = -687604.033086
  nChanged 62
		SP:Iteration 22Q (30715.590000 sec): 3 clusters
  Score: Raw -690589.756534 + Penalty 2961.600617 = -687628.155917
  nChanged 57
		SP:Iteration 23Q (30715.860000 sec): 3 clusters
  Score: Raw -690614.451065 + Penalty 2961.600617 = -687652.850448
  nChanged 56
		SP:Iteration 24Q (30716.060000 sec): 3 clusters
  Score: Raw -690647.296667 + Penalty 2961.600617 = -687685.696050
  nChanged 56
		SP:Iteration 25Q (30716.270000 sec): 3 clusters
  Score: Raw -690674.828680 + Penalty 2961.600617 = -687713.228063
  nChanged 54
		SP:Iteration 26Q (30716.480000 sec): 3 clusters
  Score: Raw -690695.830783 + Penalty 2961.600617 = -687734.230166
  nChanged 62
		SP:Iteration 27Q (30716.700000 sec): 3 clusters
  Score: Raw -690726.598783 + Penalty 2961.600617 = -687764.998166
  nChanged 55
		SP:Iteration 28Q (30716.920000 sec): 3 clusters
  Score: Raw -690748.869724 + Penalty 2961.600617 = -687787.269107
  nChanged 42
		SP:Iteration 29Q (30717.160000 sec): 3 clusters
  Score: Raw -690765.300846 + Penalty 2961.600617 = -687803.700229
  nChanged 33
		SP:Iteration 30Q (30717.380000 sec): 3 clusters
  Score: Raw -690779.674461 + Penalty 2961.600617 = -687818.073843
  nChanged 37
		SP:Iteration 31Q (30717.590000 sec): 3 clusters
  Score: Raw -690798.002427 + Penalty 2961.600617 = -687836.401810
  nChanged 39
		SP:Iteration 32Q (30717.860000 sec): 3 clusters
  Score: Raw -690816.922228 + Penalty 2961.600617 = -687855.321611
  nChanged 42
		SP:Iteration 33Q (30718.100000 sec): 3 clusters
  Score: Raw -690834.402251 + Penalty 2961.600617 = -687872.801634
  nChanged 23
		SP:Iteration 34Q (30718.310000 sec): 3 clusters
  Score: Raw -690842.831473 + Penalty 2961.600617 = -687881.230856
  nChanged 27
		SP:Iteration 35Q (30718.570000 sec): 3 clusters
  Score: Raw -690856.646543 + Penalty 2961.600617 = -687895.045926
  nChanged 25
		SP:Iteration 36Q (30718.810000 sec): 3 clusters
  Score: Raw -690865.095588 + Penalty 2961.600617 = -687903.494971
  nChanged 18
		SP:Iteration 37Q (30719.020000 sec): 3 clusters
  Score: Raw -690870.982487 + Penalty 2961.600617 = -687909.381870
  nChanged 14
		SP:Iteration 38Q (30719.250000 sec): 3 clusters
  Score: Raw -690875.242763 + Penalty 2961.600617 = -687913.642146
  nChanged 12
		SP:Iteration 39Q (30719.480000 sec): 3 clusters
  Score: Raw -690878.318490 + Penalty 2961.600617 = -687916.717873
  nChanged 6
		SP:Iteration 40F (30719.690000 sec): 3 clusters
  Score: Raw -690880.612129 + Penalty 2961.600617 = -687919.011511
  nChanged 6
		SP:Iteration 41Q (30719.860000 sec): 3 clusters
  Score: Raw -690882.288226 + Penalty 2961.600617 = -687920.687609
  nChanged 5
		SP:Iteration 42Q (30720.100000 sec): 3 clusters
  Score: Raw -690884.362692 + Penalty 2961.600617 = -687922.762075
  nChanged 7
		SP:Iteration 43Q (30720.300000 sec): 3 clusters
  Score: Raw -690885.755798 + Penalty 2961.600617 = -687924.155181
  nChanged 6
		SP:Iteration 44Q (30720.570000 sec): 3 clusters
  Score: Raw -690887.789608 + Penalty 2961.600617 = -687926.188991
  nChanged 6
		SP:Iteration 45Q (30720.780000 sec): 3 clusters
  Score: Raw -690889.985241 + Penalty 2961.600617 = -687928.384623
  nChanged 7
		SP:Iteration 46Q (30721.030000 sec): 3 clusters
  Score: Raw -690891.412904 + Penalty 2961.600617 = -687929.812287
  nChanged 9
		SP:Iteration 47Q (30721.270000 sec): 3 clusters
  Score: Raw -690892.903188 + Penalty 2961.600617 = -687931.302571
  nChanged 6
		SP:Iteration 48Q (30721.500000 sec): 3 clusters
  Score: Raw -690894.278396 + Penalty 2961.600617 = -687932.677779
  nChanged 6
		SP:Iteration 49Q (30721.720000 sec): 3 clusters
  Score: Raw -690896.371595 + Penalty 2961.600617 = -687934.770978
  nChanged 3
		SP:Iteration 50Q (30721.920000 sec): 3 clusters
  Score: Raw -690897.064960 + Penalty 2961.600617 = -687935.464343
  nChanged 4
		SP:Iteration 51Q (30722.110000 sec): 3 clusters
  Score: Raw -690897.597209 + Penalty 2961.600617 = -687935.996592
  nChanged 0
		SP:Iteration 52F (30722.340000 sec): 3 clusters
  Score: Raw -690897.597209 + Penalty 2961.600617 = -687935.996592
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 18 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30722.510000 sec): 2 clusters
  Score: Raw -43235.079453 + Penalty 1008.895879 = -42226.183573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30722.710000 sec): 3 clusters
  Score: Raw -43210.459376 + Penalty 2017.791758 = -41192.667618
  nChanged 112
		SP:Iteration 1F (30722.930000 sec): 3 clusters
  Score: Raw -43339.250946 + Penalty 2017.791758 = -41321.459187
  nChanged 21
		SP:Iteration 2Q (30723.090000 sec): 3 clusters
  Score: Raw -43357.948487 + Penalty 2017.791758 = -41340.156728
  nChanged 6
		SP:Iteration 3Q (30723.270000 sec): 3 clusters
  Score: Raw -43363.837112 + Penalty 2017.791758 = -41346.045353
  nChanged 5
		SP:Iteration 4Q (30723.430000 sec): 3 clusters
  Score: Raw -43371.913130 + Penalty 2017.791758 = -41354.121372
  nChanged 2
		SP:Iteration 5Q (30723.620000 sec): 3 clusters
  Score: Raw -43374.495142 + Penalty 2017.791758 = -41356.703384
  nChanged 1
		SP:Iteration 6Q (30723.770000 sec): 3 clusters
  Score: Raw -43375.138279 + Penalty 2017.791758 = -41357.346521
  nChanged 0
		SP:Iteration 7F (30723.950000 sec): 3 clusters
  Score: Raw -43375.138279 + Penalty 2017.791758 = -41357.346521
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 19 (172197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30724.840000 sec): 2 clusters
  Score: Raw -14867631.879881 + Penalty 1959.164098 = -14865672.715783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30725.870000 sec): 3 clusters
  Score: Raw -14753909.292739 + Penalty 3918.328196 = -14749990.964543
  nChanged 83142
		SP:Iteration 1F (30726.950000 sec): 3 clusters
  Score: Raw -14802755.038675 + Penalty 3918.328196 = -14798836.710479
  nChanged 4723
		SP:Iteration 2Q (30727.970000 sec): 3 clusters
  Score: Raw -14803768.754492 + Penalty 3918.328196 = -14799850.426296
  nChanged 5151
		SP:Iteration 3Q (30729.010000 sec): 3 clusters
  Score: Raw -14805091.787730 + Penalty 3918.328196 = -14801173.459534
  nChanged 5879
		SP:Iteration 4Q (30730.030000 sec): 3 clusters
  Score: Raw -14806868.598885 + Penalty 3918.328196 = -14802950.270689
  nChanged 6623
		SP:Iteration 5Q (30731.160000 sec): 3 clusters
  Score: Raw -14809258.480950 + Penalty 3918.328196 = -14805340.152754
  nChanged 7576
		SP:Iteration 6Q (30732.180000 sec): 3 clusters
  Score: Raw -14812673.731411 + Penalty 3918.328196 = -14808755.403215
  nChanged 8758
		SP:Iteration 7F (30733.270000 sec): 3 clusters
  Score: Raw -14817531.846383 + Penalty 3918.328196 = -14813613.518187
  nChanged 9792
		SP:Iteration 8F (30734.340000 sec): 3 clusters
  Score: Raw -14823859.208506 + Penalty 3918.328196 = -14819940.880310
  nChanged 10168
		SP:Iteration 9F (30735.350000 sec): 3 clusters
  Score: Raw -14830707.460355 + Penalty 3918.328196 = -14826789.132159
  nChanged 9535
		SP:Iteration 10F (30736.350000 sec): 3 clusters
  Score: Raw -14836362.495651 + Penalty 3918.328196 = -14832444.167455
  nChanged 7848
		SP:Iteration 11Q (30737.350000 sec): 3 clusters
  Score: Raw -14840255.856610 + Penalty 3918.328196 = -14836337.528414
  nChanged 6028
		SP:Iteration 12Q (30738.440000 sec): 3 clusters
  Score: Raw -14842715.672388 + Penalty 3918.328196 = -14838797.344192
  nChanged 4750
		SP:Iteration 13Q (30739.520000 sec): 3 clusters
  Score: Raw -14844510.604848 + Penalty 3918.328196 = -14840592.276652
  nChanged 4195
		SP:Iteration 14Q (30740.640000 sec): 3 clusters
  Score: Raw -14846110.866930 + Penalty 3918.328196 = -14842192.538734
  nChanged 4002
		SP:Iteration 15Q (30741.660000 sec): 3 clusters
  Score: Raw -14847706.985546 + Penalty 3918.328196 = -14843788.657350
  nChanged 4046
		SP:Iteration 16Q (30742.600000 sec): 3 clusters
  Score: Raw -14849417.075596 + Penalty 3918.328196 = -14845498.747400
  nChanged 3992
		SP:Iteration 17Q (30743.580000 sec): 3 clusters
  Score: Raw -14851198.383988 + Penalty 3918.328196 = -14847280.055792
  nChanged 3969
		SP:Iteration 18Q (30744.540000 sec): 3 clusters
  Score: Raw -14853113.544897 + Penalty 3918.328196 = -14849195.216701
  nChanged 3851
		SP:Iteration 19Q (30745.410000 sec): 3 clusters
  Score: Raw -14855098.984359 + Penalty 3918.328196 = -14851180.656163
  nChanged 3654
		SP:Iteration 20F (30746.350000 sec): 3 clusters
  Score: Raw -14857073.124807 + Penalty 3918.328196 = -14853154.796611
  nChanged 3318
		SP:Iteration 21Q (30747.240000 sec): 3 clusters
  Score: Raw -14858986.642207 + Penalty 3918.328196 = -14855068.314011
  nChanged 3069
		SP:Iteration 22Q (30748.220000 sec): 3 clusters
  Score: Raw -14860909.011000 + Penalty 3918.328196 = -14856990.682804
  nChanged 2743
		SP:Iteration 23Q (30749.210000 sec): 3 clusters
  Score: Raw -14862752.483563 + Penalty 3918.328196 = -14858834.155367
  nChanged 2284
		SP:Iteration 24Q (30750.190000 sec): 3 clusters
  Score: Raw -14864309.589430 + Penalty 3918.328196 = -14860391.261234
  nChanged 1691
		SP:Iteration 25Q (30751.160000 sec): 3 clusters
  Score: Raw -14865482.138552 + Penalty 3918.328196 = -14861563.810356
  nChanged 1264
		SP:Iteration 26Q (30752.110000 sec): 3 clusters
  Score: Raw -14866403.540482 + Penalty 3918.328196 = -14862485.212286
  nChanged 872
		SP:Iteration 27Q (30753.090000 sec): 3 clusters
  Score: Raw -14867024.044510 + Penalty 3918.328196 = -14863105.716314
  nChanged 482
		SP:Iteration 28Q (30754.070000 sec): 3 clusters
  Score: Raw -14867336.332498 + Penalty 3918.328196 = -14863418.004302
  nChanged 318
		SP:Iteration 29Q (30755.130000 sec): 3 clusters
  Score: Raw -14867535.854314 + Penalty 3918.328196 = -14863617.526118
  nChanged 203
		SP:Iteration 30Q (30756.130000 sec): 3 clusters
  Score: Raw -14867669.891925 + Penalty 3918.328196 = -14863751.563729
  nChanged 115
		SP:Iteration 31Q (30757.020000 sec): 3 clusters
  Score: Raw -14867741.643750 + Penalty 3918.328196 = -14863823.315554
  nChanged 76
		SP:Iteration 32Q (30757.830000 sec): 3 clusters
  Score: Raw -14867791.197247 + Penalty 3918.328196 = -14863872.869051
  nChanged 62
		SP:Iteration 33Q (30758.750000 sec): 3 clusters
  Score: Raw -14867835.306643 + Penalty 3918.328196 = -14863916.978447
  nChanged 53
		SP:Iteration 34Q (30759.560000 sec): 3 clusters
  Score: Raw -14867876.862301 + Penalty 3918.328196 = -14863958.534105
  nChanged 47
		SP:Iteration 35Q (30760.410000 sec): 3 clusters
  Score: Raw -14867916.373754 + Penalty 3918.328196 = -14863998.045558
  nChanged 38
		SP:Iteration 36Q (30761.240000 sec): 3 clusters
  Score: Raw -14867948.782716 + Penalty 3918.328196 = -14864030.454520
  nChanged 32
		SP:Iteration 37Q (30762.090000 sec): 3 clusters
  Score: Raw -14867972.334332 + Penalty 3918.328196 = -14864054.006136
  nChanged 31
		SP:Iteration 38Q (30762.900000 sec): 3 clusters
  Score: Raw -14867998.241737 + Penalty 3918.328196 = -14864079.913541
  nChanged 34
		SP:Iteration 39Q (30763.720000 sec): 3 clusters
  Score: Raw -14868024.733878 + Penalty 3918.328196 = -14864106.405682
  nChanged 20
		SP:Iteration 40F (30764.680000 sec): 3 clusters
  Score: Raw -14868043.388191 + Penalty 3918.328196 = -14864125.059995
  nChanged 19
		SP:Iteration 41Q (30765.470000 sec): 3 clusters
  Score: Raw -14868063.167759 + Penalty 3918.328196 = -14864144.839563
  nChanged 21
		SP:Iteration 42Q (30766.330000 sec): 3 clusters
  Score: Raw -14868080.572023 + Penalty 3918.328196 = -14864162.243827
  nChanged 16
		SP:Iteration 43Q (30767.110000 sec): 3 clusters
  Score: Raw -14868092.726553 + Penalty 3918.328196 = -14864174.398357
  nChanged 11
		SP:Iteration 44Q (30768.030000 sec): 3 clusters
  Score: Raw -14868098.961329 + Penalty 3918.328196 = -14864180.633133
  nChanged 6
		SP:Iteration 45Q (30768.980000 sec): 3 clusters
  Score: Raw -14868102.182151 + Penalty 3918.328196 = -14864183.853955
  nChanged 5
		SP:Iteration 46Q (30769.860000 sec): 3 clusters
  Score: Raw -14868105.204475 + Penalty 3918.328196 = -14864186.876279
  nChanged 4
		SP:Iteration 47Q (30770.780000 sec): 3 clusters
  Score: Raw -14868107.840678 + Penalty 3918.328196 = -14864189.512482
  nChanged 3
		SP:Iteration 48Q (30771.630000 sec): 3 clusters
  Score: Raw -14868108.847379 + Penalty 3918.328196 = -14864190.519183
  nChanged 0
		SP:Iteration 49F (30772.600000 sec): 3 clusters
  Score: Raw -14868108.847379 + Penalty 3918.328196 = -14864190.519183
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 20 (472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30772.800000 sec): 2 clusters
  Score: Raw -39501.348692 + Penalty 1000.509085 = -38500.839607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30772.910000 sec): 3 clusters
  Score: Raw -39436.606569 + Penalty 2001.018170 = -37435.588399
  nChanged 106
		SP:Iteration 1F (30773.130000 sec): 3 clusters
  Score: Raw -39589.977982 + Penalty 2001.018170 = -37588.959812
  nChanged 32
		SP:Iteration 2F (30773.290000 sec): 3 clusters
  Score: Raw -39657.130774 + Penalty 2001.018170 = -37656.112603
  nChanged 18
		SP:Iteration 3Q (30773.550000 sec): 3 clusters
  Score: Raw -39692.509289 + Penalty 2001.018170 = -37691.491118
  nChanged 10
		SP:Iteration 4Q (30773.780000 sec): 3 clusters
  Score: Raw -39710.489628 + Penalty 2001.018170 = -37709.471458
  nChanged 4
		SP:Iteration 5Q (30773.980000 sec): 3 clusters
  Score: Raw -39723.682263 + Penalty 2001.018170 = -37722.664092
  nChanged 4
		SP:Iteration 6Q (30774.200000 sec): 3 clusters
  Score: Raw -39730.660626 + Penalty 2001.018170 = -37729.642456
  nChanged 4
		SP:Iteration 7Q (30774.400000 sec): 3 clusters
  Score: Raw -39739.198462 + Penalty 2001.018170 = -37738.180292
  nChanged 5
		SP:Iteration 8Q (30774.590000 sec): 3 clusters
  Score: Raw -39743.837339 + Penalty 2001.018170 = -37742.819168
  nChanged 2
		SP:Iteration 9Q (30774.760000 sec): 3 clusters
  Score: Raw -39748.000452 + Penalty 2001.018170 = -37746.982282
  nChanged 3
		SP:Iteration 10Q (30774.950000 sec): 3 clusters
  Score: Raw -39755.169538 + Penalty 2001.018170 = -37754.151368
  nChanged 3
		SP:Iteration 11Q (30775.100000 sec): 3 clusters
  Score: Raw -39759.844398 + Penalty 2001.018170 = -37758.826228
  nChanged 1
		SP:Iteration 12Q (30775.290000 sec): 3 clusters
  Score: Raw -39763.605299 + Penalty 2001.018170 = -37762.587129
  nChanged 1
		SP:Iteration 13Q (30775.500000 sec): 3 clusters
  Score: Raw -39765.025971 + Penalty 2001.018170 = -37764.007800
  nChanged 1
		SP:Iteration 14Q (30775.680000 sec): 3 clusters
  Score: Raw -39766.518444 + Penalty 2001.018170 = -37765.500273
  nChanged 0
		SP:Iteration 15F (30775.880000 sec): 3 clusters
  Score: Raw -39766.518444 + Penalty 2001.018170 = -37765.500273
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 21 (2644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30776.000000 sec): 2 clusters
  Score: Raw -188343.862260 + Penalty 1280.507833 = -187063.354427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30776.260000 sec): 3 clusters
  Score: Raw -187150.442894 + Penalty 2561.015665 = -184589.427229
  nChanged 976
		SP:Iteration 1F (30776.420000 sec): 3 clusters
  Score: Raw -187887.187568 + Penalty 2561.015665 = -185326.171903
  nChanged 260
		SP:Iteration 2F (30776.570000 sec): 3 clusters
  Score: Raw -188183.143082 + Penalty 2561.015665 = -185622.127417
  nChanged 205
		SP:Iteration 3F (30776.760000 sec): 3 clusters
  Score: Raw -188412.368462 + Penalty 2561.015665 = -185851.352796
  nChanged 157
		SP:Iteration 4F (30776.960000 sec): 3 clusters
  Score: Raw -188563.036113 + Penalty 2561.015665 = -186002.020448
  nChanged 122
		SP:Iteration 5Q (30777.160000 sec): 3 clusters
  Score: Raw -188675.907170 + Penalty 2561.015665 = -186114.891504
  nChanged 108
		SP:Iteration 6Q (30777.380000 sec): 3 clusters
  Score: Raw -188768.416845 + Penalty 2561.015665 = -186207.401180
  nChanged 102
		SP:Iteration 7Q (30777.560000 sec): 3 clusters
  Score: Raw -188839.820262 + Penalty 2561.015665 = -186278.804596
  nChanged 72
		SP:Iteration 8Q (30777.760000 sec): 3 clusters
  Score: Raw -188897.211220 + Penalty 2561.015665 = -186336.195554
  nChanged 56
		SP:Iteration 9Q (30777.960000 sec): 3 clusters
  Score: Raw -188931.303964 + Penalty 2561.015665 = -186370.288298
  nChanged 44
		SP:Iteration 10Q (30778.160000 sec): 3 clusters
  Score: Raw -188955.139362 + Penalty 2561.015665 = -186394.123697
  nChanged 38
		SP:Iteration 11Q (30778.350000 sec): 3 clusters
  Score: Raw -188974.277021 + Penalty 2561.015665 = -186413.261355
  nChanged 26
		SP:Iteration 12Q (30778.530000 sec): 3 clusters
  Score: Raw -188987.926658 + Penalty 2561.015665 = -186426.910993
  nChanged 25
		SP:Iteration 13Q (30778.670000 sec): 3 clusters
  Score: Raw -188999.609841 + Penalty 2561.015665 = -186438.594175
  nChanged 21
		SP:Iteration 14Q (30778.900000 sec): 3 clusters
  Score: Raw -189007.349834 + Penalty 2561.015665 = -186446.334169
  nChanged 11
		SP:Iteration 15Q (30779.140000 sec): 3 clusters
  Score: Raw -189011.352866 + Penalty 2561.015665 = -186450.337200
  nChanged 12
		SP:Iteration 16Q (30779.320000 sec): 3 clusters
  Score: Raw -189015.887290 + Penalty 2561.015665 = -186454.871624
  nChanged 8
		SP:Iteration 17Q (30779.520000 sec): 3 clusters
  Score: Raw -189018.237659 + Penalty 2561.015665 = -186457.221994
  nChanged 7
		SP:Iteration 18Q (30779.680000 sec): 3 clusters
  Score: Raw -189021.167266 + Penalty 2561.015665 = -186460.151601
  nChanged 1
		SP:Iteration 19Q (30779.880000 sec): 3 clusters
  Score: Raw -189021.622787 + Penalty 2561.015665 = -186460.607122
  nChanged 0
		SP:Iteration 20F (30780.080000 sec): 3 clusters
  Score: Raw -189021.622787 + Penalty 2561.015665 = -186460.607122
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 22 (4603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30780.200000 sec): 2 clusters
  Score: Raw -370792.216528 + Penalty 1370.600326 = -369421.616202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30780.440000 sec): 3 clusters
  Score: Raw -368467.504671 + Penalty 2741.200652 = -365726.304019
  nChanged 1845
		SP:Iteration 1F (30780.660000 sec): 3 clusters
  Score: Raw -369597.513115 + Penalty 2741.200652 = -366856.312463
  nChanged 335
		SP:Iteration 2F (30780.830000 sec): 3 clusters
  Score: Raw -369810.406708 + Penalty 2741.200652 = -367069.206056
  nChanged 251
		SP:Iteration 3F (30781.020000 sec): 3 clusters
  Score: Raw -369946.332609 + Penalty 2741.200652 = -367205.131957
  nChanged 209
		SP:Iteration 4Q (30781.220000 sec): 3 clusters
  Score: Raw -370062.754490 + Penalty 2741.200652 = -367321.553839
  nChanged 176
		SP:Iteration 5Q (30781.440000 sec): 3 clusters
  Score: Raw -370152.985605 + Penalty 2741.200652 = -367411.784954
  nChanged 156
		SP:Iteration 6Q (30781.640000 sec): 3 clusters
  Score: Raw -370228.957501 + Penalty 2741.200652 = -367487.756849
  nChanged 137
		SP:Iteration 7Q (30781.840000 sec): 3 clusters
  Score: Raw -370293.924342 + Penalty 2741.200652 = -367552.723691
  nChanged 121
		SP:Iteration 8Q (30782.070000 sec): 3 clusters
  Score: Raw -370345.447601 + Penalty 2741.200652 = -367604.246950
  nChanged 105
		SP:Iteration 9Q (30782.290000 sec): 3 clusters
  Score: Raw -370391.991894 + Penalty 2741.200652 = -367650.791243
  nChanged 98
		SP:Iteration 10Q (30782.480000 sec): 3 clusters
  Score: Raw -370434.557348 + Penalty 2741.200652 = -367693.356697
  nChanged 94
		SP:Iteration 11Q (30782.700000 sec): 3 clusters
  Score: Raw -370479.513413 + Penalty 2741.200652 = -367738.312761
  nChanged 87
		SP:Iteration 12Q (30782.920000 sec): 3 clusters
  Score: Raw -370522.785037 + Penalty 2741.200652 = -367781.584386
  nChanged 77
		SP:Iteration 13Q (30783.110000 sec): 3 clusters
  Score: Raw -370553.833571 + Penalty 2741.200652 = -367812.632920
  nChanged 73
		SP:Iteration 14Q (30783.330000 sec): 3 clusters
  Score: Raw -370586.158738 + Penalty 2741.200652 = -367844.958086
  nChanged 73
		SP:Iteration 15Q (30783.540000 sec): 3 clusters
  Score: Raw -370620.659636 + Penalty 2741.200652 = -367879.458984
  nChanged 77
		SP:Iteration 16Q (30783.690000 sec): 3 clusters
  Score: Raw -370657.835375 + Penalty 2741.200652 = -367916.634723
  nChanged 79
		SP:Iteration 17Q (30783.890000 sec): 3 clusters
  Score: Raw -370693.146018 + Penalty 2741.200652 = -367951.945366
  nChanged 64
		SP:Iteration 18Q (30784.090000 sec): 3 clusters
  Score: Raw -370720.421636 + Penalty 2741.200652 = -367979.220984
  nChanged 58
		SP:Iteration 19Q (30784.340000 sec): 3 clusters
  Score: Raw -370745.235250 + Penalty 2741.200652 = -368004.034598
  nChanged 50
		SP:Iteration 20F (30784.550000 sec): 3 clusters
  Score: Raw -370774.703420 + Penalty 2741.200652 = -368033.502769
  nChanged 55
		SP:Iteration 21Q (30784.760000 sec): 3 clusters
  Score: Raw -370808.939577 + Penalty 2741.200652 = -368067.738925
  nChanged 55
		SP:Iteration 22Q (30784.960000 sec): 3 clusters
  Score: Raw -370840.418183 + Penalty 2741.200652 = -368099.217531
  nChanged 36
		SP:Iteration 23Q (30785.200000 sec): 3 clusters
  Score: Raw -370859.631989 + Penalty 2741.200652 = -368118.431337
  nChanged 24
		SP:Iteration 24Q (30785.410000 sec): 3 clusters
  Score: Raw -370872.129987 + Penalty 2741.200652 = -368130.929335
  nChanged 24
		SP:Iteration 25Q (30785.650000 sec): 3 clusters
  Score: Raw -370887.207729 + Penalty 2741.200652 = -368146.007077
  nChanged 24
		SP:Iteration 26Q (30785.860000 sec): 3 clusters
  Score: Raw -370900.711389 + Penalty 2741.200652 = -368159.510737
  nChanged 25
		SP:Iteration 27Q (30786.090000 sec): 3 clusters
  Score: Raw -370913.689815 + Penalty 2741.200652 = -368172.489164
  nChanged 21
		SP:Iteration 28Q (30786.300000 sec): 3 clusters
  Score: Raw -370923.192483 + Penalty 2741.200652 = -368181.991831
  nChanged 13
		SP:Iteration 29Q (30786.520000 sec): 3 clusters
  Score: Raw -370930.748830 + Penalty 2741.200652 = -368189.548178
  nChanged 17
		SP:Iteration 30Q (30786.760000 sec): 3 clusters
  Score: Raw -370942.572815 + Penalty 2741.200652 = -368201.372163
  nChanged 18
		SP:Iteration 31Q (30786.960000 sec): 3 clusters
  Score: Raw -370956.253030 + Penalty 2741.200652 = -368215.052378
  nChanged 23
		SP:Iteration 32Q (30787.140000 sec): 3 clusters
  Score: Raw -370972.550058 + Penalty 2741.200652 = -368231.349406
  nChanged 17
		SP:Iteration 33Q (30787.300000 sec): 3 clusters
  Score: Raw -370985.794939 + Penalty 2741.200652 = -368244.594288
  nChanged 13
		SP:Iteration 34Q (30787.500000 sec): 3 clusters
  Score: Raw -370991.998156 + Penalty 2741.200652 = -368250.797504
  nChanged 9
		SP:Iteration 35Q (30787.680000 sec): 3 clusters
  Score: Raw -370996.781026 + Penalty 2741.200652 = -368255.580374
  nChanged 7
		SP:Iteration 36Q (30787.940000 sec): 3 clusters
  Score: Raw -371002.354437 + Penalty 2741.200652 = -368261.153786
  nChanged 7
		SP:Iteration 37Q (30788.140000 sec): 3 clusters
  Score: Raw -371007.222499 + Penalty 2741.200652 = -368266.021848
  nChanged 6
		SP:Iteration 38Q (30788.310000 sec): 3 clusters
  Score: Raw -371011.747596 + Penalty 2741.200652 = -368270.546945
  nChanged 4
		SP:Iteration 39Q (30788.500000 sec): 3 clusters
  Score: Raw -371015.094884 + Penalty 2741.200652 = -368273.894232
  nChanged 3
		SP:Iteration 40F (30788.680000 sec): 3 clusters
  Score: Raw -371016.887041 + Penalty 2741.200652 = -368275.686389
  nChanged 3
		SP:Iteration 41Q (30788.900000 sec): 3 clusters
  Score: Raw -371019.473903 + Penalty 2741.200652 = -368278.273251
  nChanged 3
		SP:Iteration 42Q (30789.120000 sec): 3 clusters
  Score: Raw -371022.040562 + Penalty 2741.200652 = -368280.839910
  nChanged 6
		SP:Iteration 43Q (30789.260000 sec): 3 clusters
  Score: Raw -371025.767973 + Penalty 2741.200652 = -368284.567322
  nChanged 2
		SP:Iteration 44Q (30789.420000 sec): 3 clusters
  Score: Raw -371027.469298 + Penalty 2741.200652 = -368286.268646
  nChanged 1
		SP:Iteration 45Q (30789.570000 sec): 3 clusters
  Score: Raw -371027.846468 + Penalty 2741.200652 = -368286.645816
  nChanged 0
		SP:Iteration 46F (30789.740000 sec): 3 clusters
  Score: Raw -371027.846468 + Penalty 2741.200652 = -368286.645816
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 23 (6062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30789.930000 sec): 2 clusters
  Score: Raw -502486.671341 + Penalty 1415.341697 = -501071.329644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30790.120000 sec): 3 clusters
  Score: Raw -499215.545723 + Penalty 2830.683394 = -496384.862329
  nChanged 2502
		SP:Iteration 1F (30790.320000 sec): 3 clusters
  Score: Raw -500626.794071 + Penalty 2830.683394 = -497796.110677
  nChanged 398
		SP:Iteration 2F (30790.530000 sec): 3 clusters
  Score: Raw -500834.768733 + Penalty 2830.683394 = -498004.085339
  nChanged 340
		SP:Iteration 3F (30790.790000 sec): 3 clusters
  Score: Raw -501005.574513 + Penalty 2830.683394 = -498174.891119
  nChanged 272
		SP:Iteration 4Q (30791.020000 sec): 3 clusters
  Score: Raw -501125.221168 + Penalty 2830.683394 = -498294.537775
  nChanged 217
		SP:Iteration 5Q (30791.190000 sec): 3 clusters
  Score: Raw -501221.716138 + Penalty 2830.683394 = -498391.032745
  nChanged 186
		SP:Iteration 6Q (30791.420000 sec): 3 clusters
  Score: Raw -501303.002066 + Penalty 2830.683394 = -498472.318672
  nChanged 186
		SP:Iteration 7Q (30791.640000 sec): 3 clusters
  Score: Raw -501396.310548 + Penalty 2830.683394 = -498565.627154
  nChanged 190
		SP:Iteration 8Q (30791.890000 sec): 3 clusters
  Score: Raw -501497.951190 + Penalty 2830.683394 = -498667.267796
  nChanged 177
		SP:Iteration 9Q (30792.150000 sec): 3 clusters
  Score: Raw -501597.055125 + Penalty 2830.683394 = -498766.371731
  nChanged 192
		SP:Iteration 10Q (30792.380000 sec): 3 clusters
  Score: Raw -501722.584763 + Penalty 2830.683394 = -498891.901369
  nChanged 203
		SP:Iteration 11Q (30792.590000 sec): 3 clusters
  Score: Raw -501852.049122 + Penalty 2830.683394 = -499021.365729
  nChanged 195
		SP:Iteration 12Q (30792.810000 sec): 3 clusters
  Score: Raw -501992.199155 + Penalty 2830.683394 = -499161.515761
  nChanged 179
		SP:Iteration 13Q (30792.990000 sec): 3 clusters
  Score: Raw -502119.041595 + Penalty 2830.683394 = -499288.358201
  nChanged 153
		SP:Iteration 14Q (30793.240000 sec): 3 clusters
  Score: Raw -502220.710616 + Penalty 2830.683394 = -499390.027222
  nChanged 123
		SP:Iteration 15Q (30793.500000 sec): 3 clusters
  Score: Raw -502309.117145 + Penalty 2830.683394 = -499478.433751
  nChanged 107
		SP:Iteration 16Q (30793.700000 sec): 3 clusters
  Score: Raw -502378.797055 + Penalty 2830.683394 = -499548.113661
  nChanged 77
		SP:Iteration 17Q (30793.940000 sec): 3 clusters
  Score: Raw -502424.219981 + Penalty 2830.683394 = -499593.536587
  nChanged 62
		SP:Iteration 18Q (30794.160000 sec): 3 clusters
  Score: Raw -502466.993598 + Penalty 2830.683394 = -499636.310204
  nChanged 53
		SP:Iteration 19Q (30794.300000 sec): 3 clusters
  Score: Raw -502506.777575 + Penalty 2830.683394 = -499676.094181
  nChanged 40
		SP:Iteration 20F (30794.520000 sec): 3 clusters
  Score: Raw -502533.506005 + Penalty 2830.683394 = -499702.822611
  nChanged 34
		SP:Iteration 21Q (30794.690000 sec): 3 clusters
  Score: Raw -502556.293267 + Penalty 2830.683394 = -499725.609873
  nChanged 24
		SP:Iteration 22Q (30794.860000 sec): 3 clusters
  Score: Raw -502572.097708 + Penalty 2830.683394 = -499741.414314
  nChanged 20
		SP:Iteration 23Q (30795.060000 sec): 3 clusters
  Score: Raw -502585.236507 + Penalty 2830.683394 = -499754.553113
  nChanged 13
		SP:Iteration 24Q (30795.260000 sec): 3 clusters
  Score: Raw -502594.538601 + Penalty 2830.683394 = -499763.855207
  nChanged 18
		SP:Iteration 25Q (30795.450000 sec): 3 clusters
  Score: Raw -502611.742941 + Penalty 2830.683394 = -499781.059547
  nChanged 15
		SP:Iteration 26Q (30795.660000 sec): 3 clusters
  Score: Raw -502621.524696 + Penalty 2830.683394 = -499790.841302
  nChanged 8
		SP:Iteration 27Q (30795.820000 sec): 3 clusters
  Score: Raw -502627.975052 + Penalty 2830.683394 = -499797.291658
  nChanged 7
		SP:Iteration 28Q (30796.020000 sec): 3 clusters
  Score: Raw -502633.242917 + Penalty 2830.683394 = -499802.559523
  nChanged 9
		SP:Iteration 29Q (30796.230000 sec): 3 clusters
  Score: Raw -502640.192252 + Penalty 2830.683394 = -499809.508858
  nChanged 6
		SP:Iteration 30Q (30796.410000 sec): 3 clusters
  Score: Raw -502645.499824 + Penalty 2830.683394 = -499814.816431
  nChanged 8
		SP:Iteration 31Q (30796.550000 sec): 3 clusters
  Score: Raw -502651.472654 + Penalty 2830.683394 = -499820.789260
  nChanged 4
		SP:Iteration 32Q (30796.730000 sec): 3 clusters
  Score: Raw -502655.484412 + Penalty 2830.683394 = -499824.801018
  nChanged 4
		SP:Iteration 33Q (30796.940000 sec): 3 clusters
  Score: Raw -502658.114025 + Penalty 2830.683394 = -499827.430632
  nChanged 6
		SP:Iteration 34Q (30797.140000 sec): 3 clusters
  Score: Raw -502663.859362 + Penalty 2830.683394 = -499833.175968
  nChanged 5
		SP:Iteration 35Q (30797.260000 sec): 3 clusters
  Score: Raw -502667.459073 + Penalty 2830.683394 = -499836.775679
  nChanged 4
		SP:Iteration 36Q (30797.410000 sec): 3 clusters
  Score: Raw -502670.944113 + Penalty 2830.683394 = -499840.260719
  nChanged 3
		SP:Iteration 37Q (30797.560000 sec): 3 clusters
  Score: Raw -502673.960040 + Penalty 2830.683394 = -499843.276646
  nChanged 3
		SP:Iteration 38Q (30797.720000 sec): 3 clusters
  Score: Raw -502675.726777 + Penalty 2830.683394 = -499845.043384
  nChanged 1
		SP:Iteration 39Q (30797.920000 sec): 3 clusters
  Score: Raw -502676.629419 + Penalty 2830.683394 = -499845.946026
  nChanged 0
		SP:Iteration 40F (30798.120000 sec): 3 clusters
  Score: Raw -502676.629419 + Penalty 2830.683394 = -499845.946026
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 24 (77597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30798.530000 sec): 2 clusters
  Score: Raw -6777257.777034 + Penalty 1829.633657 = -6775428.143377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30799.090000 sec): 3 clusters
  Score: Raw -6727270.231146 + Penalty 3659.267315 = -6723610.963831
  nChanged 36900
		SP:Iteration 1F (30799.650000 sec): 3 clusters
  Score: Raw -6748977.592846 + Penalty 3659.267315 = -6745318.325531
  nChanged 2980
		SP:Iteration 2Q (30800.260000 sec): 3 clusters
  Score: Raw -6749977.693144 + Penalty 3659.267315 = -6746318.425829
  nChanged 3319
		SP:Iteration 3Q (30800.920000 sec): 3 clusters
  Score: Raw -6751256.191531 + Penalty 3659.267315 = -6747596.924216
  nChanged 3576
		SP:Iteration 4Q (30801.600000 sec): 3 clusters
  Score: Raw -6752924.064490 + Penalty 3659.267315 = -6749264.797175
  nChanged 4036
		SP:Iteration 5F (30802.170000 sec): 3 clusters
  Score: Raw -6755147.120798 + Penalty 3659.267315 = -6751487.853483
  nChanged 4379
		SP:Iteration 6F (30802.770000 sec): 3 clusters
  Score: Raw -6757772.414232 + Penalty 3659.267315 = -6754113.146917
  nChanged 4626
		SP:Iteration 7F (30803.300000 sec): 3 clusters
  Score: Raw -6760466.604189 + Penalty 3659.267315 = -6756807.336875
  nChanged 4281
		SP:Iteration 8F (30803.810000 sec): 3 clusters
  Score: Raw -6762912.538129 + Penalty 3659.267315 = -6759253.270815
  nChanged 3945
		SP:Iteration 9F (30804.400000 sec): 3 clusters
  Score: Raw -6765090.316730 + Penalty 3659.267315 = -6761431.049415
  nChanged 3478
		SP:Iteration 10Q (30805.030000 sec): 3 clusters
  Score: Raw -6766902.272749 + Penalty 3659.267315 = -6763243.005434
  nChanged 2896
		SP:Iteration 11Q (30805.590000 sec): 3 clusters
  Score: Raw -6768349.634033 + Penalty 3659.267315 = -6764690.366718
  nChanged 2555
		SP:Iteration 12Q (30806.200000 sec): 3 clusters
  Score: Raw -6769650.388848 + Penalty 3659.267315 = -6765991.121533
  nChanged 2347
		SP:Iteration 13Q (30806.840000 sec): 3 clusters
  Score: Raw -6770922.413054 + Penalty 3659.267315 = -6767263.145739
  nChanged 2121
		SP:Iteration 14Q (30807.420000 sec): 3 clusters
  Score: Raw -6772148.943237 + Penalty 3659.267315 = -6768489.675922
  nChanged 1875
		SP:Iteration 15Q (30808.020000 sec): 3 clusters
  Score: Raw -6773296.860113 + Penalty 3659.267315 = -6769637.592799
  nChanged 1615
		SP:Iteration 16Q (30808.610000 sec): 3 clusters
  Score: Raw -6774304.842990 + Penalty 3659.267315 = -6770645.575676
  nChanged 1380
		SP:Iteration 17Q (30809.190000 sec): 3 clusters
  Score: Raw -6775143.409784 + Penalty 3659.267315 = -6771484.142469
  nChanged 1186
		SP:Iteration 18Q (30809.740000 sec): 3 clusters
  Score: Raw -6775867.079355 + Penalty 3659.267315 = -6772207.812040
  nChanged 945
		SP:Iteration 19Q (30810.360000 sec): 3 clusters
  Score: Raw -6776453.212967 + Penalty 3659.267315 = -6772793.945652
  nChanged 766
		SP:Iteration 20F (30810.920000 sec): 3 clusters
  Score: Raw -6776913.879077 + Penalty 3659.267315 = -6773254.611762
  nChanged 669
		SP:Iteration 21Q (30811.580000 sec): 3 clusters
  Score: Raw -6777328.141298 + Penalty 3659.267315 = -6773668.873983
  nChanged 588
		SP:Iteration 22Q (30812.100000 sec): 3 clusters
  Score: Raw -6777676.631880 + Penalty 3659.267315 = -6774017.364565
  nChanged 509
		SP:Iteration 23Q (30812.740000 sec): 3 clusters
  Score: Raw -6777937.664082 + Penalty 3659.267315 = -6774278.396767
  nChanged 410
		SP:Iteration 24Q (30813.320000 sec): 3 clusters
  Score: Raw -6778114.398590 + Penalty 3659.267315 = -6774455.131275
  nChanged 393
		SP:Iteration 25Q (30813.840000 sec): 3 clusters
  Score: Raw -6778258.106266 + Penalty 3659.267315 = -6774598.838951
  nChanged 318
		SP:Iteration 26Q (30814.400000 sec): 3 clusters
  Score: Raw -6778358.254824 + Penalty 3659.267315 = -6774698.987510
  nChanged 271
		SP:Iteration 27Q (30815.080000 sec): 3 clusters
  Score: Raw -6778449.278177 + Penalty 3659.267315 = -6774790.010862
  nChanged 273
		SP:Iteration 28Q (30815.630000 sec): 3 clusters
  Score: Raw -6778537.922948 + Penalty 3659.267315 = -6774878.655633
  nChanged 237
		SP:Iteration 29Q (30816.110000 sec): 3 clusters
  Score: Raw -6778604.734432 + Penalty 3659.267315 = -6774945.467117
  nChanged 188
		SP:Iteration 30Q (30816.530000 sec): 3 clusters
  Score: Raw -6778652.066363 + Penalty 3659.267315 = -6774992.799048
  nChanged 151
		SP:Iteration 31Q (30817.040000 sec): 3 clusters
  Score: Raw -6778682.131110 + Penalty 3659.267315 = -6775022.863795
  nChanged 124
		SP:Iteration 32Q (30817.560000 sec): 3 clusters
  Score: Raw -6778703.670340 + Penalty 3659.267315 = -6775044.403025
  nChanged 102
		SP:Iteration 33Q (30818.130000 sec): 3 clusters
  Score: Raw -6778720.691801 + Penalty 3659.267315 = -6775061.424486
  nChanged 92
		SP:Iteration 34Q (30818.600000 sec): 3 clusters
  Score: Raw -6778734.026400 + Penalty 3659.267315 = -6775074.759085
  nChanged 93
		SP:Iteration 35Q (30819.060000 sec): 3 clusters
  Score: Raw -6778746.456251 + Penalty 3659.267315 = -6775087.188937
  nChanged 68
		SP:Iteration 36Q (30819.550000 sec): 3 clusters
  Score: Raw -6778754.708747 + Penalty 3659.267315 = -6775095.441432
  nChanged 68
		SP:Iteration 37Q (30820.050000 sec): 3 clusters
  Score: Raw -6778762.907703 + Penalty 3659.267315 = -6775103.640388
  nChanged 48
		SP:Iteration 38Q (30820.590000 sec): 3 clusters
  Score: Raw -6778767.901080 + Penalty 3659.267315 = -6775108.633765
  nChanged 43
		SP:Iteration 39Q (30821.170000 sec): 3 clusters
  Score: Raw -6778772.309584 + Penalty 3659.267315 = -6775113.042269
  nChanged 39
		SP:Iteration 40F (30821.750000 sec): 3 clusters
  Score: Raw -6778776.275865 + Penalty 3659.267315 = -6775117.008551
  nChanged 32
		SP:Iteration 41Q (30822.230000 sec): 3 clusters
  Score: Raw -6778779.462810 + Penalty 3659.267315 = -6775120.195495
  nChanged 21
		SP:Iteration 42Q (30822.750000 sec): 3 clusters
  Score: Raw -6778781.074514 + Penalty 3659.267315 = -6775121.807199
  nChanged 14
		SP:Iteration 43Q (30823.270000 sec): 3 clusters
  Score: Raw -6778782.074723 + Penalty 3659.267315 = -6775122.807408
  nChanged 10
		SP:Iteration 44Q (30823.830000 sec): 3 clusters
  Score: Raw -6778782.665980 + Penalty 3659.267315 = -6775123.398666
  nChanged 6
		SP:Iteration 45Q (30824.360000 sec): 3 clusters
  Score: Raw -6778782.961916 + Penalty 3659.267315 = -6775123.694601
  nChanged 4
		SP:Iteration 46Q (30824.900000 sec): 3 clusters
  Score: Raw -6778783.134603 + Penalty 3659.267315 = -6775123.867288
  nChanged 5
		SP:Iteration 47Q (30825.480000 sec): 3 clusters
  Score: Raw -6778783.458904 + Penalty 3659.267315 = -6775124.191589
  nChanged 5
		SP:Iteration 48Q (30825.980000 sec): 3 clusters
  Score: Raw -6778783.832038 + Penalty 3659.267315 = -6775124.564723
  nChanged 7
		SP:Iteration 49Q (30826.540000 sec): 3 clusters
  Score: Raw -6778784.206022 + Penalty 3659.267315 = -6775124.938707
  nChanged 8
		SP:Iteration 50Q (30827.090000 sec): 3 clusters
  Score: Raw -6778784.593928 + Penalty 3659.267315 = -6775125.326613
  nChanged 5
		SP:Iteration 51Q (30827.590000 sec): 3 clusters
  Score: Raw -6778784.917440 + Penalty 3659.267315 = -6775125.650125
  nChanged 4
		SP:Iteration 52Q (30828.130000 sec): 3 clusters
  Score: Raw -6778785.127086 + Penalty 3659.267315 = -6775125.859771
  nChanged 2
		SP:Iteration 53Q (30828.650000 sec): 3 clusters
  Score: Raw -6778785.268021 + Penalty 3659.267315 = -6775126.000706
  nChanged 2
		SP:Iteration 54Q (30829.180000 sec): 3 clusters
  Score: Raw -6778785.339275 + Penalty 3659.267315 = -6775126.071960
  nChanged 0
		SP:Iteration 55F (30829.740000 sec): 3 clusters
  Score: Raw -6778785.339275 + Penalty 3659.267315 = -6775126.071960
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 25 (13234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30829.910000 sec): 2 clusters
  Score: Raw -1178754.547402 + Penalty 1542.213490 = -1177212.333911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30830.220000 sec): 3 clusters
  Score: Raw -1171058.273266 + Penalty 3084.426980 = -1167973.846286
  nChanged 5888
		SP:Iteration 1F (30830.400000 sec): 3 clusters
  Score: Raw -1174148.081703 + Penalty 3084.426980 = -1171063.654723
  nChanged 761
		SP:Iteration 2F (30830.710000 sec): 3 clusters
  Score: Raw -1174425.500396 + Penalty 3084.426980 = -1171341.073416
  nChanged 603
		SP:Iteration 3Q (30830.970000 sec): 3 clusters
  Score: Raw -1174679.045523 + Penalty 3084.426980 = -1171594.618543
  nChanged 624
		SP:Iteration 4Q (30831.240000 sec): 3 clusters
  Score: Raw -1174982.751826 + Penalty 3084.426980 = -1171898.324845
  nChanged 712
		SP:Iteration 5F (30831.510000 sec): 3 clusters
  Score: Raw -1175378.783468 + Penalty 3084.426980 = -1172294.356487
  nChanged 753
		SP:Iteration 6F (30831.750000 sec): 3 clusters
  Score: Raw -1175827.932139 + Penalty 3084.426980 = -1172743.505159
  nChanged 769
		SP:Iteration 7F (30831.990000 sec): 3 clusters
  Score: Raw -1176310.587681 + Penalty 3084.426980 = -1173226.160701
  nChanged 730
		SP:Iteration 8F (30832.220000 sec): 3 clusters
  Score: Raw -1176818.235645 + Penalty 3084.426980 = -1173733.808665
  nChanged 660
		SP:Iteration 9Q (30832.470000 sec): 3 clusters
  Score: Raw -1177272.131137 + Penalty 3084.426980 = -1174187.704156
  nChanged 537
		SP:Iteration 10Q (30832.760000 sec): 3 clusters
  Score: Raw -1177665.856234 + Penalty 3084.426980 = -1174581.429254
  nChanged 413
		SP:Iteration 11Q (30833.060000 sec): 3 clusters
  Score: Raw -1178007.271864 + Penalty 3084.426980 = -1174922.844883
  nChanged 324
		SP:Iteration 12Q (30833.270000 sec): 3 clusters
  Score: Raw -1178265.335085 + Penalty 3084.426980 = -1175180.908105
  nChanged 254
		SP:Iteration 13Q (30833.560000 sec): 3 clusters
  Score: Raw -1178482.996332 + Penalty 3084.426980 = -1175398.569352
  nChanged 218
		SP:Iteration 14Q (30833.830000 sec): 3 clusters
  Score: Raw -1178664.344837 + Penalty 3084.426980 = -1175579.917857
  nChanged 174
		SP:Iteration 15Q (30834.060000 sec): 3 clusters
  Score: Raw -1178786.216071 + Penalty 3084.426980 = -1175701.789090
  nChanged 143
		SP:Iteration 16Q (30834.370000 sec): 3 clusters
  Score: Raw -1178881.562799 + Penalty 3084.426980 = -1175797.135819
  nChanged 118
		SP:Iteration 17Q (30834.600000 sec): 3 clusters
  Score: Raw -1178954.802789 + Penalty 3084.426980 = -1175870.375808
  nChanged 85
		SP:Iteration 18Q (30834.820000 sec): 3 clusters
  Score: Raw -1178988.102736 + Penalty 3084.426980 = -1175903.675756
  nChanged 49
		SP:Iteration 19Q (30835.090000 sec): 3 clusters
  Score: Raw -1179004.165895 + Penalty 3084.426980 = -1175919.738915
  nChanged 46
		SP:Iteration 20F (30835.350000 sec): 3 clusters
  Score: Raw -1179016.994546 + Penalty 3084.426980 = -1175932.567565
  nChanged 30
		SP:Iteration 21Q (30835.590000 sec): 3 clusters
  Score: Raw -1179025.153079 + Penalty 3084.426980 = -1175940.726098
  nChanged 20
		SP:Iteration 22Q (30835.830000 sec): 3 clusters
  Score: Raw -1179031.979436 + Penalty 3084.426980 = -1175947.552456
  nChanged 22
		SP:Iteration 23Q (30836.030000 sec): 3 clusters
  Score: Raw -1179038.154906 + Penalty 3084.426980 = -1175953.727925
  nChanged 19
		SP:Iteration 24Q (30836.290000 sec): 3 clusters
  Score: Raw -1179042.847947 + Penalty 3084.426980 = -1175958.420966
  nChanged 17
		SP:Iteration 25Q (30836.600000 sec): 3 clusters
  Score: Raw -1179048.198240 + Penalty 3084.426980 = -1175963.771260
  nChanged 18
		SP:Iteration 26Q (30836.830000 sec): 3 clusters
  Score: Raw -1179053.532594 + Penalty 3084.426980 = -1175969.105613
  nChanged 19
		SP:Iteration 27Q (30837.070000 sec): 3 clusters
  Score: Raw -1179058.712762 + Penalty 3084.426980 = -1175974.285781
  nChanged 19
		SP:Iteration 28Q (30837.310000 sec): 3 clusters
  Score: Raw -1179062.871544 + Penalty 3084.426980 = -1175978.444564
  nChanged 17
		SP:Iteration 29Q (30837.590000 sec): 3 clusters
  Score: Raw -1179067.299291 + Penalty 3084.426980 = -1175982.872311
  nChanged 19
		SP:Iteration 30Q (30837.770000 sec): 3 clusters
  Score: Raw -1179072.383802 + Penalty 3084.426980 = -1175987.956821
  nChanged 19
		SP:Iteration 31Q (30838.030000 sec): 3 clusters
  Score: Raw -1179077.136290 + Penalty 3084.426980 = -1175992.709309
  nChanged 16
		SP:Iteration 32Q (30838.230000 sec): 3 clusters
  Score: Raw -1179080.704752 + Penalty 3084.426980 = -1175996.277771
  nChanged 14
		SP:Iteration 33Q (30838.390000 sec): 3 clusters
  Score: Raw -1179083.173946 + Penalty 3084.426980 = -1175998.746966
  nChanged 11
		SP:Iteration 34Q (30838.660000 sec): 3 clusters
  Score: Raw -1179085.341550 + Penalty 3084.426980 = -1176000.914569
  nChanged 9
		SP:Iteration 35Q (30838.850000 sec): 3 clusters
  Score: Raw -1179087.092398 + Penalty 3084.426980 = -1176002.665417
  nChanged 6
		SP:Iteration 36Q (30839.080000 sec): 3 clusters
  Score: Raw -1179088.193051 + Penalty 3084.426980 = -1176003.766070
  nChanged 3
		SP:Iteration 37Q (30839.310000 sec): 3 clusters
  Score: Raw -1179088.625297 + Penalty 3084.426980 = -1176004.198317
  nChanged 1
		SP:Iteration 38Q (30839.530000 sec): 3 clusters
  Score: Raw -1179088.730492 + Penalty 3084.426980 = -1176004.303512
  nChanged 0
		SP:Iteration 39F (30839.730000 sec): 3 clusters
  Score: Raw -1179088.730492 + Penalty 3084.426980 = -1176004.303512
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 26 (53304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30840.100000 sec): 2 clusters
  Score: Raw -4624550.538518 + Penalty 1768.612081 = -4622781.926436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30840.520000 sec): 3 clusters
  Score: Raw -4590639.238629 + Penalty 3537.224163 = -4587102.014466
  nChanged 25161
		SP:Iteration 1F (30840.930000 sec): 3 clusters
  Score: Raw -4604787.351638 + Penalty 3537.224163 = -4601250.127475
  nChanged 2137
		SP:Iteration 2Q (30841.410000 sec): 3 clusters
  Score: Raw -4605466.108471 + Penalty 3537.224163 = -4601928.884308
  nChanged 2246
		SP:Iteration 3Q (30841.930000 sec): 3 clusters
  Score: Raw -4606237.191352 + Penalty 3537.224163 = -4602699.967189
  nChanged 2305
		SP:Iteration 4Q (30842.460000 sec): 3 clusters
  Score: Raw -4607174.623519 + Penalty 3537.224163 = -4603637.399356
  nChanged 2651
		SP:Iteration 5Q (30842.940000 sec): 3 clusters
  Score: Raw -4608469.439094 + Penalty 3537.224163 = -4604932.214932
  nChanged 2912
		SP:Iteration 6F (30843.390000 sec): 3 clusters
  Score: Raw -4610120.663268 + Penalty 3537.224163 = -4606583.439105
  nChanged 3123
		SP:Iteration 7F (30843.850000 sec): 3 clusters
  Score: Raw -4612022.076765 + Penalty 3537.224163 = -4608484.852602
  nChanged 3052
		SP:Iteration 8F (30844.300000 sec): 3 clusters
  Score: Raw -4613839.866780 + Penalty 3537.224163 = -4610302.642617
  nChanged 2625
		SP:Iteration 9Q (30844.810000 sec): 3 clusters
  Score: Raw -4615270.899354 + Penalty 3537.224163 = -4611733.675191
  nChanged 2089
		SP:Iteration 10Q (30845.270000 sec): 3 clusters
  Score: Raw -4616299.875134 + Penalty 3537.224163 = -4612762.650972
  nChanged 1537
		SP:Iteration 11Q (30845.680000 sec): 3 clusters
  Score: Raw -4616961.929353 + Penalty 3537.224163 = -4613424.705191
  nChanged 1250
		SP:Iteration 12Q (30846.140000 sec): 3 clusters
  Score: Raw -4617424.756914 + Penalty 3537.224163 = -4613887.532752
  nChanged 1018
		SP:Iteration 13Q (30846.650000 sec): 3 clusters
  Score: Raw -4617792.942183 + Penalty 3537.224163 = -4614255.718021
  nChanged 982
		SP:Iteration 14Q (30847.080000 sec): 3 clusters
  Score: Raw -4618164.087649 + Penalty 3537.224163 = -4614626.863487
  nChanged 1009
		SP:Iteration 15Q (30847.490000 sec): 3 clusters
  Score: Raw -4618551.625700 + Penalty 3537.224163 = -4615014.401538
  nChanged 984
		SP:Iteration 16Q (30847.890000 sec): 3 clusters
  Score: Raw -4618933.991795 + Penalty 3537.224163 = -4615396.767633
  nChanged 962
		SP:Iteration 17Q (30848.370000 sec): 3 clusters
  Score: Raw -4619310.741755 + Penalty 3537.224163 = -4615773.517593
  nChanged 930
		SP:Iteration 18Q (30848.820000 sec): 3 clusters
  Score: Raw -4619689.824353 + Penalty 3537.224163 = -4616152.600191
  nChanged 991
		SP:Iteration 19Q (30849.270000 sec): 3 clusters
  Score: Raw -4620131.235423 + Penalty 3537.224163 = -4616594.011260
  nChanged 974
		SP:Iteration 20F (30849.690000 sec): 3 clusters
  Score: Raw -4620606.253023 + Penalty 3537.224163 = -4617069.028860
  nChanged 945
		SP:Iteration 21Q (30850.160000 sec): 3 clusters
  Score: Raw -4621111.530313 + Penalty 3537.224163 = -4617574.306150
  nChanged 912
		SP:Iteration 22Q (30850.590000 sec): 3 clusters
  Score: Raw -4621642.927733 + Penalty 3537.224163 = -4618105.703570
  nChanged 900
		SP:Iteration 23Q (30851.020000 sec): 3 clusters
  Score: Raw -4622200.590875 + Penalty 3537.224163 = -4618663.366713
  nChanged 810
		SP:Iteration 24Q (30851.430000 sec): 3 clusters
  Score: Raw -4622732.344469 + Penalty 3537.224163 = -4619195.120307
  nChanged 716
		SP:Iteration 25Q (30851.870000 sec): 3 clusters
  Score: Raw -4623221.986332 + Penalty 3537.224163 = -4619684.762169
  nChanged 630
		SP:Iteration 26Q (30852.270000 sec): 3 clusters
  Score: Raw -4623696.950812 + Penalty 3537.224163 = -4620159.726649
  nChanged 516
		SP:Iteration 27Q (30852.650000 sec): 3 clusters
  Score: Raw -4624077.993536 + Penalty 3537.224163 = -4620540.769373
  nChanged 426
		SP:Iteration 28Q (30853.090000 sec): 3 clusters
  Score: Raw -4624373.880710 + Penalty 3537.224163 = -4620836.656547
  nChanged 278
		SP:Iteration 29Q (30853.540000 sec): 3 clusters
  Score: Raw -4624544.932467 + Penalty 3537.224163 = -4621007.708304
  nChanged 199
		SP:Iteration 30Q (30853.960000 sec): 3 clusters
  Score: Raw -4624658.483877 + Penalty 3537.224163 = -4621121.259714
  nChanged 144
		SP:Iteration 31Q (30854.440000 sec): 3 clusters
  Score: Raw -4624730.094976 + Penalty 3537.224163 = -4621192.870813
  nChanged 109
		SP:Iteration 32Q (30854.930000 sec): 3 clusters
  Score: Raw -4624791.537172 + Penalty 3537.224163 = -4621254.313009
  nChanged 86
		SP:Iteration 33Q (30855.360000 sec): 3 clusters
  Score: Raw -4624835.884809 + Penalty 3537.224163 = -4621298.660646
  nChanged 72
		SP:Iteration 34Q (30855.810000 sec): 3 clusters
  Score: Raw -4624868.687581 + Penalty 3537.224163 = -4621331.463419
  nChanged 48
		SP:Iteration 35Q (30856.220000 sec): 3 clusters
  Score: Raw -4624887.237104 + Penalty 3537.224163 = -4621350.012941
  nChanged 36
		SP:Iteration 36Q (30856.630000 sec): 3 clusters
  Score: Raw -4624900.470568 + Penalty 3537.224163 = -4621363.246405
  nChanged 19
		SP:Iteration 37Q (30857.100000 sec): 3 clusters
  Score: Raw -4624905.689134 + Penalty 3537.224163 = -4621368.464971
  nChanged 8
		SP:Iteration 38Q (30857.450000 sec): 3 clusters
  Score: Raw -4624910.236652 + Penalty 3537.224163 = -4621373.012490
  nChanged 12
		SP:Iteration 39Q (30857.970000 sec): 3 clusters
  Score: Raw -4624915.024406 + Penalty 3537.224163 = -4621377.800243
  nChanged 7
		SP:Iteration 40F (30858.380000 sec): 3 clusters
  Score: Raw -4624922.365188 + Penalty 3537.224163 = -4621385.141025
  nChanged 10
		SP:Iteration 41Q (30858.790000 sec): 3 clusters
  Score: Raw -4624925.979652 + Penalty 3537.224163 = -4621388.755490
  nChanged 5
		SP:Iteration 42Q (30859.180000 sec): 3 clusters
  Score: Raw -4624927.938085 + Penalty 3537.224163 = -4621390.713922
  nChanged 6
		SP:Iteration 43Q (30859.640000 sec): 3 clusters
  Score: Raw -4624930.072295 + Penalty 3537.224163 = -4621392.848133
  nChanged 2
		SP:Iteration 44Q (30860.020000 sec): 3 clusters
  Score: Raw -4624931.577753 + Penalty 3537.224163 = -4621394.353591
  nChanged 4
		SP:Iteration 45Q (30860.470000 sec): 3 clusters
  Score: Raw -4624933.174210 + Penalty 3537.224163 = -4621395.950047
  nChanged 3
		SP:Iteration 46Q (30860.870000 sec): 3 clusters
  Score: Raw -4624933.907458 + Penalty 3537.224163 = -4621396.683295
  nChanged 1
		SP:Iteration 47Q (30861.300000 sec): 3 clusters
  Score: Raw -4624934.223306 + Penalty 3537.224163 = -4621396.999143
  nChanged 1
		SP:Iteration 48Q (30861.700000 sec): 3 clusters
  Score: Raw -4624934.404226 + Penalty 3537.224163 = -4621397.180063
  nChanged 3
		SP:Iteration 49Q (30862.110000 sec): 3 clusters
  Score: Raw -4624936.021040 + Penalty 3537.224163 = -4621398.796877
  nChanged 3
		SP:Iteration 50Q (30862.540000 sec): 3 clusters
  Score: Raw -4624936.963642 + Penalty 3537.224163 = -4621399.739480
  nChanged 1
		SP:Iteration 51Q (30862.960000 sec): 3 clusters
  Score: Raw -4624937.599949 + Penalty 3537.224163 = -4621400.375787
  nChanged 0
		SP:Iteration 52F (30863.460000 sec): 3 clusters
  Score: Raw -4624937.599949 + Penalty 3537.224163 = -4621400.375787
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 27 (151167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30864.280000 sec): 2 clusters
  Score: Raw -12993885.102681 + Penalty 1937.997826 = -12991947.104856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30865.220000 sec): 3 clusters
  Score: Raw -12894382.564289 + Penalty 3875.995651 = -12890506.568638
  nChanged 73012
		SP:Iteration 1F (30866.200000 sec): 3 clusters
  Score: Raw -12936950.356418 + Penalty 3875.995651 = -12933074.360767
  nChanged 4712
		SP:Iteration 2Q (30867.120000 sec): 3 clusters
  Score: Raw -12938075.795191 + Penalty 3875.995651 = -12934199.799540
  nChanged 5240
		SP:Iteration 3Q (30868.090000 sec): 3 clusters
  Score: Raw -12939546.749130 + Penalty 3875.995651 = -12935670.753479
  nChanged 5956
		SP:Iteration 4Q (30869.080000 sec): 3 clusters
  Score: Raw -12941630.573569 + Penalty 3875.995651 = -12937754.577918
  nChanged 7385
		SP:Iteration 5Q (30870.040000 sec): 3 clusters
  Score: Raw -12944988.820598 + Penalty 3875.995651 = -12941112.824947
  nChanged 9319
		SP:Iteration 6F (30870.930000 sec): 3 clusters
  Score: Raw -12950421.516500 + Penalty 3875.995651 = -12946545.520849
  nChanged 10878
		SP:Iteration 7F (30871.890000 sec): 3 clusters
  Score: Raw -12958265.458622 + Penalty 3875.995651 = -12954389.462970
  nChanged 11724
		SP:Iteration 8F (30872.830000 sec): 3 clusters
  Score: Raw -12968167.134170 + Penalty 3875.995651 = -12964291.138519
  nChanged 10763
		SP:Iteration 9F (30873.720000 sec): 3 clusters
  Score: Raw -12977944.826918 + Penalty 3875.995651 = -12974068.831267
  nChanged 8024
		SP:Iteration 10F (30874.580000 sec): 3 clusters
  Score: Raw -12985334.642627 + Penalty 3875.995651 = -12981458.646976
  nChanged 5033
		SP:Iteration 11Q (30875.530000 sec): 3 clusters
  Score: Raw -12989737.176599 + Penalty 3875.995651 = -12985861.180948
  nChanged 2805
		SP:Iteration 12Q (30876.380000 sec): 3 clusters
  Score: Raw -12992022.559584 + Penalty 3875.995651 = -12988146.563933
  nChanged 1411
		SP:Iteration 13Q (30877.310000 sec): 3 clusters
  Score: Raw -12993082.320187 + Penalty 3875.995651 = -12989206.324536
  nChanged 713
		SP:Iteration 14Q (30878.140000 sec): 3 clusters
  Score: Raw -12993600.520521 + Penalty 3875.995651 = -12989724.524870
  nChanged 375
		SP:Iteration 15Q (30879.150000 sec): 3 clusters
  Score: Raw -12993866.163298 + Penalty 3875.995651 = -12989990.167647
  nChanged 201
		SP:Iteration 16Q (30880.000000 sec): 3 clusters
  Score: Raw -12994004.133520 + Penalty 3875.995651 = -12990128.137868
  nChanged 98
		SP:Iteration 17Q (30880.830000 sec): 3 clusters
  Score: Raw -12994065.395694 + Penalty 3875.995651 = -12990189.400043
  nChanged 71
		SP:Iteration 18Q (30881.850000 sec): 3 clusters
  Score: Raw -12994102.113300 + Penalty 3875.995651 = -12990226.117648
  nChanged 35
		SP:Iteration 19Q (30882.980000 sec): 3 clusters
  Score: Raw -12994120.153466 + Penalty 3875.995651 = -12990244.157815
  nChanged 22
		SP:Iteration 20F (30883.910000 sec): 3 clusters
  Score: Raw -12994131.368695 + Penalty 3875.995651 = -12990255.373044
  nChanged 19
		SP:Iteration 21Q (30884.850000 sec): 3 clusters
  Score: Raw -12994143.724496 + Penalty 3875.995651 = -12990267.728845
  nChanged 27
		SP:Iteration 22Q (30885.930000 sec): 3 clusters
  Score: Raw -12994160.868951 + Penalty 3875.995651 = -12990284.873300
  nChanged 18
		SP:Iteration 23Q (30886.940000 sec): 3 clusters
  Score: Raw -12994171.181590 + Penalty 3875.995651 = -12990295.185939
  nChanged 25
		SP:Iteration 24Q (30887.650000 sec): 3 clusters
  Score: Raw -12994182.839865 + Penalty 3875.995651 = -12990306.844214
  nChanged 14
		SP:Iteration 25Q (30888.360000 sec): 3 clusters
  Score: Raw -12994189.599039 + Penalty 3875.995651 = -12990313.603388
  nChanged 12
		SP:Iteration 26Q (30889.290000 sec): 3 clusters
  Score: Raw -12994195.216899 + Penalty 3875.995651 = -12990319.221248
  nChanged 7
		SP:Iteration 27Q (30890.140000 sec): 3 clusters
  Score: Raw -12994199.502793 + Penalty 3875.995651 = -12990323.507142
  nChanged 6
		SP:Iteration 28Q (30890.920000 sec): 3 clusters
  Score: Raw -12994201.105401 + Penalty 3875.995651 = -12990325.109750
  nChanged 4
		SP:Iteration 29Q (30891.860000 sec): 3 clusters
  Score: Raw -12994203.507391 + Penalty 3875.995651 = -12990327.511740
  nChanged 8
		SP:Iteration 30Q (30892.730000 sec): 3 clusters
  Score: Raw -12994209.262326 + Penalty 3875.995651 = -12990333.266675
  nChanged 11
		SP:Iteration 31Q (30893.610000 sec): 3 clusters
  Score: Raw -12994215.082961 + Penalty 3875.995651 = -12990339.087310
  nChanged 8
		SP:Iteration 32Q (30894.440000 sec): 3 clusters
  Score: Raw -12994218.979244 + Penalty 3875.995651 = -12990342.983593
  nChanged 7
		SP:Iteration 33Q (30895.290000 sec): 3 clusters
  Score: Raw -12994221.026866 + Penalty 3875.995651 = -12990345.031215
  nChanged 5
		SP:Iteration 34Q (30896.070000 sec): 3 clusters
  Score: Raw -12994223.491122 + Penalty 3875.995651 = -12990347.495471
  nChanged 2
		SP:Iteration 35Q (30896.920000 sec): 3 clusters
  Score: Raw -12994224.295003 + Penalty 3875.995651 = -12990348.299352
  nChanged 1
		SP:Iteration 36Q (30897.700000 sec): 3 clusters
  Score: Raw -12994225.119710 + Penalty 3875.995651 = -12990349.124059
  nChanged 4
		SP:Iteration 37Q (30898.460000 sec): 3 clusters
  Score: Raw -12994226.141947 + Penalty 3875.995651 = -12990350.146296
  nChanged 3
		SP:Iteration 38Q (30899.320000 sec): 3 clusters
  Score: Raw -12994226.895198 + Penalty 3875.995651 = -12990350.899547
  nChanged 0
		SP:Iteration 39F (30900.160000 sec): 3 clusters
  Score: Raw -12994226.895198 + Penalty 3875.995651 = -12990350.899547
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 28 (6275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30900.350000 sec): 2 clusters
  Score: Raw -523860.985438 + Penalty 1420.953424 = -522440.032014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30900.570000 sec): 3 clusters
  Score: Raw -520466.074423 + Penalty 2841.906848 = -517624.167575
  nChanged 2630
		SP:Iteration 1F (30900.740000 sec): 3 clusters
  Score: Raw -521931.401070 + Penalty 2841.906848 = -519089.494221
  nChanged 474
		SP:Iteration 2F (30900.950000 sec): 3 clusters
  Score: Raw -522236.316898 + Penalty 2841.906848 = -519394.410049
  nChanged 439
		SP:Iteration 3F (30901.190000 sec): 3 clusters
  Score: Raw -522573.481835 + Penalty 2841.906848 = -519731.574987
  nChanged 420
		SP:Iteration 4F (30901.330000 sec): 3 clusters
  Score: Raw -522909.992163 + Penalty 2841.906848 = -520068.085315
  nChanged 427
		SP:Iteration 5F (30901.520000 sec): 3 clusters
  Score: Raw -523235.172577 + Penalty 2841.906848 = -520393.265729
  nChanged 359
		SP:Iteration 6F (30901.770000 sec): 3 clusters
  Score: Raw -523487.320507 + Penalty 2841.906848 = -520645.413658
  nChanged 304
		SP:Iteration 7Q (30901.930000 sec): 3 clusters
  Score: Raw -523694.046704 + Penalty 2841.906848 = -520852.139856
  nChanged 249
		SP:Iteration 8Q (30902.110000 sec): 3 clusters
  Score: Raw -523829.817199 + Penalty 2841.906848 = -520987.910350
  nChanged 181
		SP:Iteration 9Q (30902.330000 sec): 3 clusters
  Score: Raw -523918.384626 + Penalty 2841.906848 = -521076.477778
  nChanged 130
		SP:Iteration 10Q (30902.510000 sec): 3 clusters
  Score: Raw -523972.968963 + Penalty 2841.906848 = -521131.062115
  nChanged 115
		SP:Iteration 11Q (30902.750000 sec): 3 clusters
  Score: Raw -524014.785152 + Penalty 2841.906848 = -521172.878303
  nChanged 79
		SP:Iteration 12Q (30902.990000 sec): 3 clusters
  Score: Raw -524036.115673 + Penalty 2841.906848 = -521194.208824
  nChanged 59
		SP:Iteration 13Q (30903.170000 sec): 3 clusters
  Score: Raw -524050.504750 + Penalty 2841.906848 = -521208.597902
  nChanged 36
		SP:Iteration 14Q (30903.350000 sec): 3 clusters
  Score: Raw -524057.485493 + Penalty 2841.906848 = -521215.578645
  nChanged 24
		SP:Iteration 15Q (30903.530000 sec): 3 clusters
  Score: Raw -524061.819317 + Penalty 2841.906848 = -521219.912469
  nChanged 17
		SP:Iteration 16Q (30903.780000 sec): 3 clusters
  Score: Raw -524064.846941 + Penalty 2841.906848 = -521222.940092
  nChanged 13
		SP:Iteration 17Q (30903.960000 sec): 3 clusters
  Score: Raw -524068.376856 + Penalty 2841.906848 = -521226.470008
  nChanged 15
		SP:Iteration 18Q (30904.170000 sec): 3 clusters
  Score: Raw -524071.223785 + Penalty 2841.906848 = -521229.316936
  nChanged 14
		SP:Iteration 19Q (30904.370000 sec): 3 clusters
  Score: Raw -524075.228773 + Penalty 2841.906848 = -521233.321925
  nChanged 24
		SP:Iteration 20F (30904.540000 sec): 3 clusters
  Score: Raw -524080.495704 + Penalty 2841.906848 = -521238.588855
  nChanged 21
		SP:Iteration 21Q (30904.800000 sec): 3 clusters
  Score: Raw -524084.420654 + Penalty 2841.906848 = -521242.513806
  nChanged 11
		SP:Iteration 22Q (30904.970000 sec): 3 clusters
  Score: Raw -524086.396103 + Penalty 2841.906848 = -521244.489255
  nChanged 8
		SP:Iteration 23Q (30905.180000 sec): 3 clusters
  Score: Raw -524087.661078 + Penalty 2841.906848 = -521245.754229
  nChanged 10
		SP:Iteration 24Q (30905.360000 sec): 3 clusters
  Score: Raw -524088.895926 + Penalty 2841.906848 = -521246.989078
  nChanged 5
		SP:Iteration 25Q (30905.580000 sec): 3 clusters
  Score: Raw -524089.489573 + Penalty 2841.906848 = -521247.582725
  nChanged 2
		SP:Iteration 26Q (30905.770000 sec): 3 clusters
  Score: Raw -524089.744393 + Penalty 2841.906848 = -521247.837544
  nChanged 4
		SP:Iteration 27Q (30905.990000 sec): 3 clusters
  Score: Raw -524090.287004 + Penalty 2841.906848 = -521248.380155
  nChanged 2
		SP:Iteration 28Q (30906.190000 sec): 3 clusters
  Score: Raw -524090.497925 + Penalty 2841.906848 = -521248.591077
  nChanged 1
		SP:Iteration 29Q (30906.350000 sec): 3 clusters
  Score: Raw -524090.753545 + Penalty 2841.906848 = -521248.846696
  nChanged 2
		SP:Iteration 30Q (30906.550000 sec): 3 clusters
  Score: Raw -524091.294817 + Penalty 2841.906848 = -521249.387969
  nChanged 2
		SP:Iteration 31Q (30906.680000 sec): 3 clusters
  Score: Raw -524091.571561 + Penalty 2841.906848 = -521249.664713
  nChanged 2
		SP:Iteration 32Q (30906.870000 sec): 3 clusters
  Score: Raw -524091.895449 + Penalty 2841.906848 = -521249.988601
  nChanged 1
		SP:Iteration 33Q (30907.060000 sec): 3 clusters
  Score: Raw -524091.939764 + Penalty 2841.906848 = -521250.032916
  nChanged 0
		SP:Iteration 34F (30907.270000 sec): 3 clusters
  Score: Raw -524091.939764 + Penalty 2841.906848 = -521250.032916
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 29 (3633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30907.340000 sec): 2 clusters
  Score: Raw -284776.111284 + Penalty 1332.144780 = -283443.966504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30907.530000 sec): 3 clusters
  Score: Raw -283026.225722 + Penalty 2664.289560 = -280361.936162
  nChanged 1437
		SP:Iteration 1F (30907.700000 sec): 3 clusters
  Score: Raw -283932.700618 + Penalty 2664.289560 = -281268.411058
  nChanged 295
		SP:Iteration 2F (30907.830000 sec): 3 clusters
  Score: Raw -284147.439537 + Penalty 2664.289560 = -281483.149976
  nChanged 222
		SP:Iteration 3F (30907.990000 sec): 3 clusters
  Score: Raw -284335.733848 + Penalty 2664.289560 = -281671.444288
  nChanged 217
		SP:Iteration 4F (30908.130000 sec): 3 clusters
  Score: Raw -284541.649730 + Penalty 2664.289560 = -281877.360169
  nChanged 193
		SP:Iteration 5F (30908.330000 sec): 3 clusters
  Score: Raw -284721.478895 + Penalty 2664.289560 = -282057.189334
  nChanged 210
		SP:Iteration 6F (30908.490000 sec): 3 clusters
  Score: Raw -284912.361137 + Penalty 2664.289560 = -282248.071576
  nChanged 191
		SP:Iteration 7F (30908.660000 sec): 3 clusters
  Score: Raw -285084.069968 + Penalty 2664.289560 = -282419.780407
  nChanged 161
		SP:Iteration 8Q (30908.830000 sec): 3 clusters
  Score: Raw -285242.749296 + Penalty 2664.289560 = -282578.459735
  nChanged 145
		SP:Iteration 9Q (30908.990000 sec): 3 clusters
  Score: Raw -285354.234374 + Penalty 2664.289560 = -282689.944814
  nChanged 99
		SP:Iteration 10Q (30909.200000 sec): 3 clusters
  Score: Raw -285419.655314 + Penalty 2664.289560 = -282755.365754
  nChanged 74
		SP:Iteration 11Q (30909.390000 sec): 3 clusters
  Score: Raw -285467.650956 + Penalty 2664.289560 = -282803.361396
  nChanged 56
		SP:Iteration 12Q (30909.550000 sec): 3 clusters
  Score: Raw -285505.838772 + Penalty 2664.289560 = -282841.549211
  nChanged 51
		SP:Iteration 13Q (30909.720000 sec): 3 clusters
  Score: Raw -285537.639047 + Penalty 2664.289560 = -282873.349486
  nChanged 47
		SP:Iteration 14Q (30909.950000 sec): 3 clusters
  Score: Raw -285562.474188 + Penalty 2664.289560 = -282898.184627
  nChanged 33
		SP:Iteration 15Q (30910.110000 sec): 3 clusters
  Score: Raw -285578.094540 + Penalty 2664.289560 = -282913.804979
  nChanged 27
		SP:Iteration 16Q (30910.250000 sec): 3 clusters
  Score: Raw -285590.506714 + Penalty 2664.289560 = -282926.217153
  nChanged 25
		SP:Iteration 17Q (30910.490000 sec): 3 clusters
  Score: Raw -285601.103358 + Penalty 2664.289560 = -282936.813797
  nChanged 17
		SP:Iteration 18Q (30910.650000 sec): 3 clusters
  Score: Raw -285606.738258 + Penalty 2664.289560 = -282942.448697
  nChanged 11
		SP:Iteration 19Q (30910.800000 sec): 3 clusters
  Score: Raw -285609.505531 + Penalty 2664.289560 = -282945.215970
  nChanged 4
		SP:Iteration 20F (30910.970000 sec): 3 clusters
  Score: Raw -285610.508936 + Penalty 2664.289560 = -282946.219375
  nChanged 3
		SP:Iteration 21Q (30911.180000 sec): 3 clusters
  Score: Raw -285611.251206 + Penalty 2664.289560 = -282946.961645
  nChanged 3
		SP:Iteration 22Q (30911.330000 sec): 3 clusters
  Score: Raw -285612.353206 + Penalty 2664.289560 = -282948.063645
  nChanged 2
		SP:Iteration 23Q (30911.530000 sec): 3 clusters
  Score: Raw -285613.229933 + Penalty 2664.289560 = -282948.940373
  nChanged 2
		SP:Iteration 24Q (30911.710000 sec): 3 clusters
  Score: Raw -285614.032265 + Penalty 2664.289560 = -282949.742705
  nChanged 3
		SP:Iteration 25Q (30911.940000 sec): 3 clusters
  Score: Raw -285614.680837 + Penalty 2664.289560 = -282950.391276
  nChanged 3
		SP:Iteration 26Q (30912.090000 sec): 3 clusters
  Score: Raw -285615.787489 + Penalty 2664.289560 = -282951.497928
  nChanged 3
		SP:Iteration 27Q (30912.290000 sec): 3 clusters
  Score: Raw -285616.796679 + Penalty 2664.289560 = -282952.507119
  nChanged 2
		SP:Iteration 28Q (30912.450000 sec): 3 clusters
  Score: Raw -285617.298814 + Penalty 2664.289560 = -282953.009253
  nChanged 3
		SP:Iteration 29Q (30912.670000 sec): 3 clusters
  Score: Raw -285618.034748 + Penalty 2664.289560 = -282953.745187
  nChanged 0
		SP:Iteration 30F (30912.810000 sec): 3 clusters
  Score: Raw -285618.034748 + Penalty 2664.289560 = -282953.745187
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 30 (3839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30912.960000 sec): 2 clusters
  Score: Raw -329554.345020 + Penalty 1341.107169 = -328213.237851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30913.150000 sec): 3 clusters
  Score: Raw -327640.196149 + Penalty 2682.214338 = -324957.981811
  nChanged 1505
		SP:Iteration 1F (30913.330000 sec): 3 clusters
  Score: Raw -328430.087918 + Penalty 2682.214338 = -325747.873580
  nChanged 280
		SP:Iteration 2F (30913.530000 sec): 3 clusters
  Score: Raw -328590.725379 + Penalty 2682.214338 = -325908.511040
  nChanged 210
		SP:Iteration 3F (30913.730000 sec): 3 clusters
  Score: Raw -328692.180775 + Penalty 2682.214338 = -326009.966437
  nChanged 160
		SP:Iteration 4Q (30913.860000 sec): 3 clusters
  Score: Raw -328767.488703 + Penalty 2682.214338 = -326085.274364
  nChanged 124
		SP:Iteration 5Q (30914.050000 sec): 3 clusters
  Score: Raw -328824.469265 + Penalty 2682.214338 = -326142.254927
  nChanged 102
		SP:Iteration 6Q (30914.240000 sec): 3 clusters
  Score: Raw -328860.896573 + Penalty 2682.214338 = -326178.682234
  nChanged 82
		SP:Iteration 7Q (30914.450000 sec): 3 clusters
  Score: Raw -328897.703129 + Penalty 2682.214338 = -326215.488791
  nChanged 77
		SP:Iteration 8Q (30914.650000 sec): 3 clusters
  Score: Raw -328934.156458 + Penalty 2682.214338 = -326251.942120
  nChanged 89
		SP:Iteration 9Q (30914.810000 sec): 3 clusters
  Score: Raw -328979.127900 + Penalty 2682.214338 = -326296.913562
  nChanged 75
		SP:Iteration 10Q (30914.970000 sec): 3 clusters
  Score: Raw -329016.292585 + Penalty 2682.214338 = -326334.078247
  nChanged 83
		SP:Iteration 11Q (30915.160000 sec): 3 clusters
  Score: Raw -329061.305245 + Penalty 2682.214338 = -326379.090907
  nChanged 85
		SP:Iteration 12Q (30915.330000 sec): 3 clusters
  Score: Raw -329101.287079 + Penalty 2682.214338 = -326419.072741
  nChanged 75
		SP:Iteration 13Q (30915.570000 sec): 3 clusters
  Score: Raw -329140.524745 + Penalty 2682.214338 = -326458.310407
  nChanged 76
		SP:Iteration 14Q (30915.730000 sec): 3 clusters
  Score: Raw -329180.877945 + Penalty 2682.214338 = -326498.663606
  nChanged 73
		SP:Iteration 15Q (30915.900000 sec): 3 clusters
  Score: Raw -329223.354113 + Penalty 2682.214338 = -326541.139775
  nChanged 73
		SP:Iteration 16Q (30916.120000 sec): 3 clusters
  Score: Raw -329261.074345 + Penalty 2682.214338 = -326578.860006
  nChanged 69
		SP:Iteration 17Q (30916.290000 sec): 3 clusters
  Score: Raw -329299.953713 + Penalty 2682.214338 = -326617.739375
  nChanged 69
		SP:Iteration 18Q (30916.450000 sec): 3 clusters
  Score: Raw -329339.717458 + Penalty 2682.214338 = -326657.503119
  nChanged 62
		SP:Iteration 19Q (30916.650000 sec): 3 clusters
  Score: Raw -329371.032758 + Penalty 2682.214338 = -326688.818420
  nChanged 54
		SP:Iteration 20F (30916.790000 sec): 3 clusters
  Score: Raw -329396.395460 + Penalty 2682.214338 = -326714.181122
  nChanged 49
		SP:Iteration 21Q (30916.930000 sec): 3 clusters
  Score: Raw -329420.452300 + Penalty 2682.214338 = -326738.237962
  nChanged 48
		SP:Iteration 22Q (30917.120000 sec): 3 clusters
  Score: Raw -329442.062672 + Penalty 2682.214338 = -326759.848333
  nChanged 47
		SP:Iteration 23Q (30917.310000 sec): 3 clusters
  Score: Raw -329465.353336 + Penalty 2682.214338 = -326783.138997
  nChanged 43
		SP:Iteration 24Q (30917.500000 sec): 3 clusters
  Score: Raw -329483.191220 + Penalty 2682.214338 = -326800.976882
  nChanged 38
		SP:Iteration 25Q (30917.680000 sec): 3 clusters
  Score: Raw -329497.406001 + Penalty 2682.214338 = -326815.191662
  nChanged 34
		SP:Iteration 26Q (30917.890000 sec): 3 clusters
  Score: Raw -329509.910250 + Penalty 2682.214338 = -326827.695911
  nChanged 26
		SP:Iteration 27Q (30918.100000 sec): 3 clusters
  Score: Raw -329519.047595 + Penalty 2682.214338 = -326836.833256
  nChanged 22
		SP:Iteration 28Q (30918.250000 sec): 3 clusters
  Score: Raw -329526.935456 + Penalty 2682.214338 = -326844.721118
  nChanged 25
		SP:Iteration 29Q (30918.430000 sec): 3 clusters
  Score: Raw -329535.478078 + Penalty 2682.214338 = -326853.263740
  nChanged 17
		SP:Iteration 30Q (30918.640000 sec): 3 clusters
  Score: Raw -329541.721418 + Penalty 2682.214338 = -326859.507080
  nChanged 9
		SP:Iteration 31Q (30918.830000 sec): 3 clusters
  Score: Raw -329544.513933 + Penalty 2682.214338 = -326862.299594
  nChanged 13
		SP:Iteration 32Q (30919.020000 sec): 3 clusters
  Score: Raw -329547.743130 + Penalty 2682.214338 = -326865.528792
  nChanged 14
		SP:Iteration 33Q (30919.210000 sec): 3 clusters
  Score: Raw -329552.260732 + Penalty 2682.214338 = -326870.046393
  nChanged 16
		SP:Iteration 34Q (30919.360000 sec): 3 clusters
  Score: Raw -329557.577597 + Penalty 2682.214338 = -326875.363259
  nChanged 12
		SP:Iteration 35Q (30919.570000 sec): 3 clusters
  Score: Raw -329561.285234 + Penalty 2682.214338 = -326879.070895
  nChanged 10
		SP:Iteration 36Q (30919.770000 sec): 3 clusters
  Score: Raw -329563.809391 + Penalty 2682.214338 = -326881.595052
  nChanged 9
		SP:Iteration 37Q (30919.950000 sec): 3 clusters
  Score: Raw -329565.804799 + Penalty 2682.214338 = -326883.590461
  nChanged 5
		SP:Iteration 38Q (30920.150000 sec): 3 clusters
  Score: Raw -329566.721818 + Penalty 2682.214338 = -326884.507480
  nChanged 5
		SP:Iteration 39Q (30920.380000 sec): 3 clusters
  Score: Raw -329568.716355 + Penalty 2682.214338 = -326886.502017
  nChanged 8
		SP:Iteration 40F (30920.520000 sec): 3 clusters
  Score: Raw -329570.771789 + Penalty 2682.214338 = -326888.557450
  nChanged 5
		SP:Iteration 41Q (30920.690000 sec): 3 clusters
  Score: Raw -329572.222558 + Penalty 2682.214338 = -326890.008219
  nChanged 6
		SP:Iteration 42Q (30920.870000 sec): 3 clusters
  Score: Raw -329573.892431 + Penalty 2682.214338 = -326891.678093
  nChanged 4
		SP:Iteration 43Q (30921.050000 sec): 3 clusters
  Score: Raw -329574.603314 + Penalty 2682.214338 = -326892.388975
  nChanged 5
		SP:Iteration 44Q (30921.240000 sec): 3 clusters
  Score: Raw -329575.435239 + Penalty 2682.214338 = -326893.220901
  nChanged 1
		SP:Iteration 45Q (30921.430000 sec): 3 clusters
  Score: Raw -329575.795853 + Penalty 2682.214338 = -326893.581514
  nChanged 0
		SP:Iteration 46F (30921.650000 sec): 3 clusters
  Score: Raw -329575.795853 + Penalty 2682.214338 = -326893.581514
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 31 (7143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30921.770000 sec): 2 clusters
  Score: Raw -566745.457742 + Penalty 1442.006822 = -565303.450920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30921.940000 sec): 3 clusters
  Score: Raw -562889.254044 + Penalty 2884.013644 = -560005.240400
  nChanged 3007
		SP:Iteration 1F (30922.120000 sec): 3 clusters
  Score: Raw -564616.583316 + Penalty 2884.013644 = -561732.569672
  nChanged 533
		SP:Iteration 2F (30922.300000 sec): 3 clusters
  Score: Raw -564946.248702 + Penalty 2884.013644 = -562062.235058
  nChanged 429
		SP:Iteration 3F (30922.530000 sec): 3 clusters
  Score: Raw -565199.369295 + Penalty 2884.013644 = -562315.355652
  nChanged 359
		SP:Iteration 4F (30922.710000 sec): 3 clusters
  Score: Raw -565382.215016 + Penalty 2884.013644 = -562498.201372
  nChanged 305
		SP:Iteration 5Q (30922.940000 sec): 3 clusters
  Score: Raw -565524.668085 + Penalty 2884.013644 = -562640.654441
  nChanged 255
		SP:Iteration 6Q (30923.150000 sec): 3 clusters
  Score: Raw -565639.840887 + Penalty 2884.013644 = -562755.827243
  nChanged 228
		SP:Iteration 7Q (30923.370000 sec): 3 clusters
  Score: Raw -565746.932328 + Penalty 2884.013644 = -562862.918684
  nChanged 210
		SP:Iteration 8Q (30923.570000 sec): 3 clusters
  Score: Raw -565838.142629 + Penalty 2884.013644 = -562954.128985
  nChanged 188
		SP:Iteration 9Q (30923.760000 sec): 3 clusters
  Score: Raw -565926.858888 + Penalty 2884.013644 = -563042.845244
  nChanged 189
		SP:Iteration 10Q (30923.950000 sec): 3 clusters
  Score: Raw -566033.797621 + Penalty 2884.013644 = -563149.783977
  nChanged 202
		SP:Iteration 11Q (30924.170000 sec): 3 clusters
  Score: Raw -566160.805218 + Penalty 2884.013644 = -563276.791574
  nChanged 228
		SP:Iteration 12Q (30924.350000 sec): 3 clusters
  Score: Raw -566315.676971 + Penalty 2884.013644 = -563431.663327
  nChanged 230
		SP:Iteration 13Q (30924.560000 sec): 3 clusters
  Score: Raw -566491.160833 + Penalty 2884.013644 = -563607.147189
  nChanged 234
		SP:Iteration 14Q (30924.790000 sec): 3 clusters
  Score: Raw -566668.124967 + Penalty 2884.013644 = -563784.111323
  nChanged 197
		SP:Iteration 15Q (30924.930000 sec): 3 clusters
  Score: Raw -566833.377493 + Penalty 2884.013644 = -563949.363849
  nChanged 169
		SP:Iteration 16Q (30925.110000 sec): 3 clusters
  Score: Raw -566947.405284 + Penalty 2884.013644 = -564063.391640
  nChanged 125
		SP:Iteration 17Q (30925.330000 sec): 3 clusters
  Score: Raw -567013.597349 + Penalty 2884.013644 = -564129.583705
  nChanged 108
		SP:Iteration 18Q (30925.530000 sec): 3 clusters
  Score: Raw -567063.100697 + Penalty 2884.013644 = -564179.087053
  nChanged 81
		SP:Iteration 19Q (30925.770000 sec): 3 clusters
  Score: Raw -567091.377853 + Penalty 2884.013644 = -564207.364209
  nChanged 61
		SP:Iteration 20F (30925.970000 sec): 3 clusters
  Score: Raw -567112.166533 + Penalty 2884.013644 = -564228.152889
  nChanged 61
		SP:Iteration 21Q (30926.130000 sec): 3 clusters
  Score: Raw -567132.565324 + Penalty 2884.013644 = -564248.551680
  nChanged 57
		SP:Iteration 22Q (30926.340000 sec): 3 clusters
  Score: Raw -567149.735584 + Penalty 2884.013644 = -564265.721940
  nChanged 36
		SP:Iteration 23Q (30926.500000 sec): 3 clusters
  Score: Raw -567160.392970 + Penalty 2884.013644 = -564276.379326
  nChanged 32
		SP:Iteration 24Q (30926.700000 sec): 3 clusters
  Score: Raw -567166.616759 + Penalty 2884.013644 = -564282.603115
  nChanged 23
		SP:Iteration 25Q (30926.910000 sec): 3 clusters
  Score: Raw -567172.324853 + Penalty 2884.013644 = -564288.311209
  nChanged 17
		SP:Iteration 26Q (30927.100000 sec): 3 clusters
  Score: Raw -567175.900799 + Penalty 2884.013644 = -564291.887156
  nChanged 12
		SP:Iteration 27Q (30927.290000 sec): 3 clusters
  Score: Raw -567178.691513 + Penalty 2884.013644 = -564294.677869
  nChanged 13
		SP:Iteration 28Q (30927.550000 sec): 3 clusters
  Score: Raw -567180.664339 + Penalty 2884.013644 = -564296.650695
  nChanged 13
		SP:Iteration 29Q (30927.720000 sec): 3 clusters
  Score: Raw -567183.477778 + Penalty 2884.013644 = -564299.464134
  nChanged 10
		SP:Iteration 30Q (30927.940000 sec): 3 clusters
  Score: Raw -567185.114433 + Penalty 2884.013644 = -564301.100789
  nChanged 9
		SP:Iteration 31Q (30928.130000 sec): 3 clusters
  Score: Raw -567186.437045 + Penalty 2884.013644 = -564302.423401
  nChanged 5
		SP:Iteration 32Q (30928.310000 sec): 3 clusters
  Score: Raw -567187.425039 + Penalty 2884.013644 = -564303.411395
  nChanged 4
		SP:Iteration 33Q (30928.510000 sec): 3 clusters
  Score: Raw -567188.077578 + Penalty 2884.013644 = -564304.063934
  nChanged 8
		SP:Iteration 34Q (30928.720000 sec): 3 clusters
  Score: Raw -567189.236652 + Penalty 2884.013644 = -564305.223009
  nChanged 4
		SP:Iteration 35Q (30928.940000 sec): 3 clusters
  Score: Raw -567189.758790 + Penalty 2884.013644 = -564305.745146
  nChanged 2
		SP:Iteration 36Q (30929.170000 sec): 3 clusters
  Score: Raw -567189.863047 + Penalty 2884.013644 = -564305.849403
  nChanged 0
		SP:Iteration 37F (30929.330000 sec): 3 clusters
  Score: Raw -567189.863047 + Penalty 2884.013644 = -564305.849403
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 32 (23638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30929.540000 sec): 2 clusters
  Score: Raw -1999466.328366 + Penalty 1636.474266 = -1997829.854101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30929.840000 sec): 3 clusters
  Score: Raw -1985180.661341 + Penalty 3272.948531 = -1981907.712810
  nChanged 10686
		SP:Iteration 1F (30930.060000 sec): 3 clusters
  Score: Raw -1990909.962045 + Penalty 3272.948531 = -1987637.013514
  nChanged 1129
		SP:Iteration 2Q (30930.360000 sec): 3 clusters
  Score: Raw -1991284.340124 + Penalty 3272.948531 = -1988011.391593
  nChanged 1053
		SP:Iteration 3Q (30930.630000 sec): 3 clusters
  Score: Raw -1991657.143485 + Penalty 3272.948531 = -1988384.194954
  nChanged 1036
		SP:Iteration 4Q (30930.880000 sec): 3 clusters
  Score: Raw -1992047.865956 + Penalty 3272.948531 = -1988774.917424
  nChanged 1013
		SP:Iteration 5Q (30931.190000 sec): 3 clusters
  Score: Raw -1992463.386271 + Penalty 3272.948531 = -1989190.437740
  nChanged 1031
		SP:Iteration 6Q (30931.450000 sec): 3 clusters
  Score: Raw -1992905.464081 + Penalty 3272.948531 = -1989632.515549
  nChanged 1025
		SP:Iteration 7Q (30931.730000 sec): 3 clusters
  Score: Raw -1993377.986657 + Penalty 3272.948531 = -1990105.038126
  nChanged 1042
		SP:Iteration 8Q (30931.980000 sec): 3 clusters
  Score: Raw -1993920.723763 + Penalty 3272.948531 = -1990647.775232
  nChanged 1089
		SP:Iteration 9Q (30932.250000 sec): 3 clusters
  Score: Raw -1994497.155550 + Penalty 3272.948531 = -1991224.207019
  nChanged 1027
		SP:Iteration 10Q (30932.520000 sec): 3 clusters
  Score: Raw -1995053.558831 + Penalty 3272.948531 = -1991780.610300
  nChanged 956
		SP:Iteration 11Q (30932.790000 sec): 3 clusters
  Score: Raw -1995520.162089 + Penalty 3272.948531 = -1992247.213557
  nChanged 851
		SP:Iteration 12Q (30933.060000 sec): 3 clusters
  Score: Raw -1995888.430351 + Penalty 3272.948531 = -1992615.481820
  nChanged 689
		SP:Iteration 13Q (30933.340000 sec): 3 clusters
  Score: Raw -1996168.617184 + Penalty 3272.948531 = -1992895.668653
  nChanged 590
		SP:Iteration 14Q (30933.570000 sec): 3 clusters
  Score: Raw -1996397.854623 + Penalty 3272.948531 = -1993124.906091
  nChanged 502
		SP:Iteration 15Q (30933.840000 sec): 3 clusters
  Score: Raw -1996597.866254 + Penalty 3272.948531 = -1993324.917723
  nChanged 440
		SP:Iteration 16Q (30934.080000 sec): 3 clusters
  Score: Raw -1996784.666914 + Penalty 3272.948531 = -1993511.718383
  nChanged 443
		SP:Iteration 17Q (30934.360000 sec): 3 clusters
  Score: Raw -1997000.511732 + Penalty 3272.948531 = -1993727.563201
  nChanged 441
		SP:Iteration 18Q (30934.590000 sec): 3 clusters
  Score: Raw -1997240.621552 + Penalty 3272.948531 = -1993967.673021
  nChanged 471
		SP:Iteration 19Q (30934.830000 sec): 3 clusters
  Score: Raw -1997537.668953 + Penalty 3272.948531 = -1994264.720422
  nChanged 423
		SP:Iteration 20F (30935.070000 sec): 3 clusters
  Score: Raw -1997862.010398 + Penalty 3272.948531 = -1994589.061867
  nChanged 413
		SP:Iteration 21Q (30935.330000 sec): 3 clusters
  Score: Raw -1998185.765990 + Penalty 3272.948531 = -1994912.817458
  nChanged 377
		SP:Iteration 22Q (30935.600000 sec): 3 clusters
  Score: Raw -1998457.424026 + Penalty 3272.948531 = -1995184.475495
  nChanged 329
		SP:Iteration 23Q (30935.860000 sec): 3 clusters
  Score: Raw -1998656.999412 + Penalty 3272.948531 = -1995384.050881
  nChanged 282
		SP:Iteration 24Q (30936.130000 sec): 3 clusters
  Score: Raw -1998799.627472 + Penalty 3272.948531 = -1995526.678941
  nChanged 260
		SP:Iteration 25Q (30936.420000 sec): 3 clusters
  Score: Raw -1998926.326243 + Penalty 3272.948531 = -1995653.377712
  nChanged 221
		SP:Iteration 26Q (30936.670000 sec): 3 clusters
  Score: Raw -1999023.803452 + Penalty 3272.948531 = -1995750.854921
  nChanged 218
		SP:Iteration 27Q (30936.910000 sec): 3 clusters
  Score: Raw -1999132.137207 + Penalty 3272.948531 = -1995859.188676
  nChanged 203
		SP:Iteration 28Q (30937.180000 sec): 3 clusters
  Score: Raw -1999233.496833 + Penalty 3272.948531 = -1995960.548301
  nChanged 184
		SP:Iteration 29Q (30937.420000 sec): 3 clusters
  Score: Raw -1999321.951358 + Penalty 3272.948531 = -1996049.002827
  nChanged 160
		SP:Iteration 30Q (30937.680000 sec): 3 clusters
  Score: Raw -1999406.206956 + Penalty 3272.948531 = -1996133.258424
  nChanged 144
		SP:Iteration 31Q (30937.970000 sec): 3 clusters
  Score: Raw -1999479.387541 + Penalty 3272.948531 = -1996206.439010
  nChanged 127
		SP:Iteration 32Q (30938.190000 sec): 3 clusters
  Score: Raw -1999533.498263 + Penalty 3272.948531 = -1996260.549732
  nChanged 90
		SP:Iteration 33Q (30938.480000 sec): 3 clusters
  Score: Raw -1999567.333557 + Penalty 3272.948531 = -1996294.385025
  nChanged 78
		SP:Iteration 34Q (30938.730000 sec): 3 clusters
  Score: Raw -1999591.131035 + Penalty 3272.948531 = -1996318.182504
  nChanged 69
		SP:Iteration 35Q (30938.970000 sec): 3 clusters
  Score: Raw -1999615.319946 + Penalty 3272.948531 = -1996342.371415
  nChanged 67
		SP:Iteration 36Q (30939.240000 sec): 3 clusters
  Score: Raw -1999639.542015 + Penalty 3272.948531 = -1996366.593483
  nChanged 49
		SP:Iteration 37Q (30939.530000 sec): 3 clusters
  Score: Raw -1999657.399390 + Penalty 3272.948531 = -1996384.450859
  nChanged 43
		SP:Iteration 38Q (30939.780000 sec): 3 clusters
  Score: Raw -1999672.210933 + Penalty 3272.948531 = -1996399.262402
  nChanged 41
		SP:Iteration 39Q (30940.050000 sec): 3 clusters
  Score: Raw -1999688.977506 + Penalty 3272.948531 = -1996416.028975
  nChanged 42
		SP:Iteration 40F (30940.290000 sec): 3 clusters
  Score: Raw -1999702.664741 + Penalty 3272.948531 = -1996429.716210
  nChanged 28
		SP:Iteration 41Q (30940.550000 sec): 3 clusters
  Score: Raw -1999712.244338 + Penalty 3272.948531 = -1996439.295807
  nChanged 22
		SP:Iteration 42Q (30940.840000 sec): 3 clusters
  Score: Raw -1999718.436248 + Penalty 3272.948531 = -1996445.487717
  nChanged 21
		SP:Iteration 43Q (30941.090000 sec): 3 clusters
  Score: Raw -1999724.437490 + Penalty 3272.948531 = -1996451.488958
  nChanged 19
		SP:Iteration 44Q (30941.330000 sec): 3 clusters
  Score: Raw -1999730.074079 + Penalty 3272.948531 = -1996457.125548
  nChanged 21
		SP:Iteration 45Q (30941.580000 sec): 3 clusters
  Score: Raw -1999737.014093 + Penalty 3272.948531 = -1996464.065561
  nChanged 17
		SP:Iteration 46Q (30941.840000 sec): 3 clusters
  Score: Raw -1999742.577817 + Penalty 3272.948531 = -1996469.629285
  nChanged 14
		SP:Iteration 47Q (30942.140000 sec): 3 clusters
  Score: Raw -1999746.483899 + Penalty 3272.948531 = -1996473.535368
  nChanged 20
		SP:Iteration 48Q (30942.350000 sec): 3 clusters
  Score: Raw -1999753.476753 + Penalty 3272.948531 = -1996480.528221
  nChanged 18
		SP:Iteration 49Q (30942.630000 sec): 3 clusters
  Score: Raw -1999759.157700 + Penalty 3272.948531 = -1996486.209169
  nChanged 16
		SP:Iteration 50Q (30942.890000 sec): 3 clusters
  Score: Raw -1999764.184137 + Penalty 3272.948531 = -1996491.235606
  nChanged 16
		SP:Iteration 51Q (30943.120000 sec): 3 clusters
  Score: Raw -1999768.668671 + Penalty 3272.948531 = -1996495.720140
  nChanged 10
		SP:Iteration 52Q (30943.360000 sec): 3 clusters
  Score: Raw -1999771.845053 + Penalty 3272.948531 = -1996498.896521
  nChanged 17
		SP:Iteration 53Q (30943.630000 sec): 3 clusters
  Score: Raw -1999777.789801 + Penalty 3272.948531 = -1996504.841269
  nChanged 17
		SP:Iteration 54Q (30943.870000 sec): 3 clusters
  Score: Raw -1999784.484318 + Penalty 3272.948531 = -1996511.535787
  nChanged 12
		SP:Iteration 55Q (30944.140000 sec): 3 clusters
  Score: Raw -1999788.390131 + Penalty 3272.948531 = -1996515.441599
  nChanged 9
		SP:Iteration 56Q (30944.400000 sec): 3 clusters
  Score: Raw -1999790.466193 + Penalty 3272.948531 = -1996517.517661
  nChanged 5
		SP:Iteration 57Q (30944.660000 sec): 3 clusters
  Score: Raw -1999791.086122 + Penalty 3272.948531 = -1996518.137590
  nChanged 1
		SP:Iteration 58Q (30944.930000 sec): 3 clusters
  Score: Raw -1999791.268088 + Penalty 3272.948531 = -1996518.319557
  nChanged 0
		SP:Iteration 59F (30945.220000 sec): 3 clusters
  Score: Raw -1999791.268088 + Penalty 3272.948531 = -1996518.319557
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 33 (3388 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30945.310000 sec): 2 clusters
  Score: Raw -243109.867583 + Penalty 1320.799197 = -241789.068386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30945.480000 sec): 3 clusters
  Score: Raw -241505.184983 + Penalty 2641.598393 = -238863.586590
  nChanged 1325
		SP:Iteration 1F (30945.640000 sec): 3 clusters
  Score: Raw -242365.921916 + Penalty 2641.598393 = -239724.323523
  nChanged 310
		SP:Iteration 2F (30945.810000 sec): 3 clusters
  Score: Raw -242635.368635 + Penalty 2641.598393 = -239993.770242
  nChanged 228
		SP:Iteration 3F (30945.980000 sec): 3 clusters
  Score: Raw -242826.492728 + Penalty 2641.598393 = -240184.894335
  nChanged 205
		SP:Iteration 4F (30946.180000 sec): 3 clusters
  Score: Raw -242984.699747 + Penalty 2641.598393 = -240343.101354
  nChanged 186
		SP:Iteration 5F (30946.320000 sec): 3 clusters
  Score: Raw -243137.809146 + Penalty 2641.598393 = -240496.210753
  nChanged 167
		SP:Iteration 6Q (30946.490000 sec): 3 clusters
  Score: Raw -243287.689358 + Penalty 2641.598393 = -240646.090965
  nChanged 142
		SP:Iteration 7Q (30946.680000 sec): 3 clusters
  Score: Raw -243403.682083 + Penalty 2641.598393 = -240762.083690
  nChanged 113
		SP:Iteration 8Q (30946.840000 sec): 3 clusters
  Score: Raw -243493.103747 + Penalty 2641.598393 = -240851.505354
  nChanged 79
		SP:Iteration 9Q (30946.980000 sec): 3 clusters
  Score: Raw -243559.809289 + Penalty 2641.598393 = -240918.210896
  nChanged 64
		SP:Iteration 10Q (30947.160000 sec): 3 clusters
  Score: Raw -243612.352140 + Penalty 2641.598393 = -240970.753747
  nChanged 61
		SP:Iteration 11Q (30947.350000 sec): 3 clusters
  Score: Raw -243662.057436 + Penalty 2641.598393 = -241020.459043
  nChanged 51
		SP:Iteration 12Q (30947.520000 sec): 3 clusters
  Score: Raw -243694.829015 + Penalty 2641.598393 = -241053.230622
  nChanged 35
		SP:Iteration 13Q (30947.710000 sec): 3 clusters
  Score: Raw -243718.124942 + Penalty 2641.598393 = -241076.526549
  nChanged 34
		SP:Iteration 14Q (30947.890000 sec): 3 clusters
  Score: Raw -243735.973734 + Penalty 2641.598393 = -241094.375341
  nChanged 31
		SP:Iteration 15Q (30948.060000 sec): 3 clusters
  Score: Raw -243754.899346 + Penalty 2641.598393 = -241113.300953
  nChanged 29
		SP:Iteration 16Q (30948.260000 sec): 3 clusters
  Score: Raw -243773.482152 + Penalty 2641.598393 = -241131.883759
  nChanged 27
		SP:Iteration 17Q (30948.420000 sec): 3 clusters
  Score: Raw -243786.168814 + Penalty 2641.598393 = -241144.570421
  nChanged 23
		SP:Iteration 18Q (30948.570000 sec): 3 clusters
  Score: Raw -243796.226484 + Penalty 2641.598393 = -241154.628091
  nChanged 17
		SP:Iteration 19Q (30948.710000 sec): 3 clusters
  Score: Raw -243803.207748 + Penalty 2641.598393 = -241161.609355
  nChanged 15
		SP:Iteration 20F (30948.890000 sec): 3 clusters
  Score: Raw -243813.154102 + Penalty 2641.598393 = -241171.555709
  nChanged 16
		SP:Iteration 21Q (30949.070000 sec): 3 clusters
  Score: Raw -243828.167954 + Penalty 2641.598393 = -241186.569561
  nChanged 15
		SP:Iteration 22Q (30949.260000 sec): 3 clusters
  Score: Raw -243847.243959 + Penalty 2641.598393 = -241205.645566
  nChanged 26
		SP:Iteration 23Q (30949.420000 sec): 3 clusters
  Score: Raw -243867.503648 + Penalty 2641.598393 = -241225.905254
  nChanged 30
		SP:Iteration 24Q (30949.600000 sec): 3 clusters
  Score: Raw -243882.440911 + Penalty 2641.598393 = -241240.842518
  nChanged 26
		SP:Iteration 25Q (30949.760000 sec): 3 clusters
  Score: Raw -243895.132544 + Penalty 2641.598393 = -241253.534151
  nChanged 15
		SP:Iteration 26Q (30949.980000 sec): 3 clusters
  Score: Raw -243901.392730 + Penalty 2641.598393 = -241259.794337
  nChanged 6
		SP:Iteration 27Q (30950.140000 sec): 3 clusters
  Score: Raw -243903.876319 + Penalty 2641.598393 = -241262.277926
  nChanged 4
		SP:Iteration 28Q (30950.300000 sec): 3 clusters
  Score: Raw -243905.156182 + Penalty 2641.598393 = -241263.557789
  nChanged 2
		SP:Iteration 29Q (30950.490000 sec): 3 clusters
  Score: Raw -243905.520933 + Penalty 2641.598393 = -241263.922540
  nChanged 0
		SP:Iteration 30F (30950.630000 sec): 3 clusters
  Score: Raw -243905.520933 + Penalty 2641.598393 = -241263.922540
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 34 (22598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30950.860000 sec): 2 clusters
  Score: Raw -1925272.103243 + Penalty 1629.162711 = -1923642.940532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30951.060000 sec): 3 clusters
  Score: Raw -1911559.427866 + Penalty 3258.325423 = -1908301.102443
  nChanged 10232
		SP:Iteration 1F (30951.310000 sec): 3 clusters
  Score: Raw -1917400.500392 + Penalty 3258.325423 = -1914142.174969
  nChanged 1289
		SP:Iteration 2F (30951.530000 sec): 3 clusters
  Score: Raw -1918026.608107 + Penalty 3258.325423 = -1914768.282685
  nChanged 1353
		SP:Iteration 3F (30951.780000 sec): 3 clusters
  Score: Raw -1918779.065509 + Penalty 3258.325423 = -1915520.740086
  nChanged 1442
		SP:Iteration 4F (30952.040000 sec): 3 clusters
  Score: Raw -1919636.922820 + Penalty 3258.325423 = -1916378.597398
  nChanged 1530
		SP:Iteration 5F (30952.330000 sec): 3 clusters
  Score: Raw -1920653.533555 + Penalty 3258.325423 = -1917395.208132
  nChanged 1532
		SP:Iteration 6F (30952.660000 sec): 3 clusters
  Score: Raw -1921785.682008 + Penalty 3258.325423 = -1918527.356585
  nChanged 1369
		SP:Iteration 7F (30952.900000 sec): 3 clusters
  Score: Raw -1922901.269415 + Penalty 3258.325423 = -1919642.943992
  nChanged 1007
		SP:Iteration 8Q (30953.260000 sec): 3 clusters
  Score: Raw -1923811.952458 + Penalty 3258.325423 = -1920553.627035
  nChanged 710
		SP:Iteration 9Q (30953.540000 sec): 3 clusters
  Score: Raw -1924674.961849 + Penalty 3258.325423 = -1921416.636426
  nChanged 465
		SP:Iteration 10Q (30953.810000 sec): 3 clusters
  Score: Raw -1925203.605602 + Penalty 3258.325423 = -1921945.280179
  nChanged 322
		SP:Iteration 11Q (30954.110000 sec): 3 clusters
  Score: Raw -1925404.782557 + Penalty 3258.325423 = -1922146.457134
  nChanged 237
		SP:Iteration 12Q (30954.430000 sec): 3 clusters
  Score: Raw -1925512.309347 + Penalty 3258.325423 = -1922253.983924
  nChanged 161
		SP:Iteration 13Q (30954.690000 sec): 3 clusters
  Score: Raw -1925568.736823 + Penalty 3258.325423 = -1922310.411400
  nChanged 113
		SP:Iteration 14Q (30954.990000 sec): 3 clusters
  Score: Raw -1925601.386029 + Penalty 3258.325423 = -1922343.060606
  nChanged 96
		SP:Iteration 15Q (30955.250000 sec): 3 clusters
  Score: Raw -1925622.751912 + Penalty 3258.325423 = -1922364.426489
  nChanged 67
		SP:Iteration 16Q (30955.550000 sec): 3 clusters
  Score: Raw -1925635.944221 + Penalty 3258.325423 = -1922377.618798
  nChanged 55
		SP:Iteration 17Q (30955.790000 sec): 3 clusters
  Score: Raw -1925645.279269 + Penalty 3258.325423 = -1922386.953846
  nChanged 47
		SP:Iteration 18Q (30956.070000 sec): 3 clusters
  Score: Raw -1925654.726053 + Penalty 3258.325423 = -1922396.400630
  nChanged 41
		SP:Iteration 19Q (30956.360000 sec): 3 clusters
  Score: Raw -1925662.773919 + Penalty 3258.325423 = -1922404.448496
  nChanged 42
		SP:Iteration 20F (30956.630000 sec): 3 clusters
  Score: Raw -1925672.335698 + Penalty 3258.325423 = -1922414.010275
  nChanged 37
		SP:Iteration 21Q (30956.920000 sec): 3 clusters
  Score: Raw -1925678.507059 + Penalty 3258.325423 = -1922420.181636
  nChanged 20
		SP:Iteration 22Q (30957.190000 sec): 3 clusters
  Score: Raw -1925681.277948 + Penalty 3258.325423 = -1922422.952525
  nChanged 24
		SP:Iteration 23Q (30957.490000 sec): 3 clusters
  Score: Raw -1925685.787789 + Penalty 3258.325423 = -1922427.462366
  nChanged 28
		SP:Iteration 24Q (30957.770000 sec): 3 clusters
  Score: Raw -1925690.599924 + Penalty 3258.325423 = -1922432.274501
  nChanged 27
		SP:Iteration 25Q (30958.100000 sec): 3 clusters
  Score: Raw -1925695.109290 + Penalty 3258.325423 = -1922436.783867
  nChanged 28
		SP:Iteration 26Q (30958.330000 sec): 3 clusters
  Score: Raw -1925699.580754 + Penalty 3258.325423 = -1922441.255331
  nChanged 25
		SP:Iteration 27Q (30958.590000 sec): 3 clusters
  Score: Raw -1925702.332749 + Penalty 3258.325423 = -1922444.007326
  nChanged 9
		SP:Iteration 28Q (30958.900000 sec): 3 clusters
  Score: Raw -1925703.422791 + Penalty 3258.325423 = -1922445.097368
  nChanged 13
		SP:Iteration 29Q (30959.180000 sec): 3 clusters
  Score: Raw -1925704.849425 + Penalty 3258.325423 = -1922446.524002
  nChanged 11
		SP:Iteration 30Q (30959.440000 sec): 3 clusters
  Score: Raw -1925706.058705 + Penalty 3258.325423 = -1922447.733282
  nChanged 10
		SP:Iteration 31Q (30959.690000 sec): 3 clusters
  Score: Raw -1925707.255849 + Penalty 3258.325423 = -1922448.930426
  nChanged 9
		SP:Iteration 32Q (30959.990000 sec): 3 clusters
  Score: Raw -1925708.342949 + Penalty 3258.325423 = -1922450.017526
  nChanged 5
		SP:Iteration 33Q (30960.230000 sec): 3 clusters
  Score: Raw -1925708.810082 + Penalty 3258.325423 = -1922450.484659
  nChanged 6
		SP:Iteration 34Q (30960.510000 sec): 3 clusters
  Score: Raw -1925709.296952 + Penalty 3258.325423 = -1922450.971529
  nChanged 5
		SP:Iteration 35Q (30960.790000 sec): 3 clusters
  Score: Raw -1925709.870677 + Penalty 3258.325423 = -1922451.545254
  nChanged 4
		SP:Iteration 36Q (30961.090000 sec): 3 clusters
  Score: Raw -1925710.381637 + Penalty 3258.325423 = -1922452.056215
  nChanged 8
		SP:Iteration 37Q (30961.400000 sec): 3 clusters
  Score: Raw -1925711.545992 + Penalty 3258.325423 = -1922453.220569
  nChanged 10
		SP:Iteration 38Q (30961.670000 sec): 3 clusters
  Score: Raw -1925712.921264 + Penalty 3258.325423 = -1922454.595841
  nChanged 5
		SP:Iteration 39Q (30962.000000 sec): 3 clusters
  Score: Raw -1925713.161974 + Penalty 3258.325423 = -1922454.836552
  nChanged 3
		SP:Iteration 40F (30962.380000 sec): 3 clusters
  Score: Raw -1925713.367892 + Penalty 3258.325423 = -1922455.042469
  nChanged 4
		SP:Iteration 41Q (30962.620000 sec): 3 clusters
  Score: Raw -1925713.784201 + Penalty 3258.325423 = -1922455.458779
  nChanged 3
		SP:Iteration 42Q (30962.900000 sec): 3 clusters
  Score: Raw -1925713.987504 + Penalty 3258.325423 = -1922455.662081
  nChanged 2
		SP:Iteration 43Q (30963.200000 sec): 3 clusters
  Score: Raw -1925714.156533 + Penalty 3258.325423 = -1922455.831111
  nChanged 1
		SP:Iteration 44Q (30963.510000 sec): 3 clusters
  Score: Raw -1925714.234892 + Penalty 3258.325423 = -1922455.909469
  nChanged 2
		SP:Iteration 45Q (30963.820000 sec): 3 clusters
  Score: Raw -1925714.392138 + Penalty 3258.325423 = -1922456.066715
  nChanged 3
		SP:Iteration 46Q (30964.080000 sec): 3 clusters
  Score: Raw -1925714.872550 + Penalty 3258.325423 = -1922456.547127
  nChanged 6
		SP:Iteration 47Q (30964.350000 sec): 3 clusters
  Score: Raw -1925715.440550 + Penalty 3258.325423 = -1922457.115127
  nChanged 3
		SP:Iteration 48Q (30964.640000 sec): 3 clusters
  Score: Raw -1925715.668640 + Penalty 3258.325423 = -1922457.343217
  nChanged 5
		SP:Iteration 49Q (30964.940000 sec): 3 clusters
  Score: Raw -1925716.114028 + Penalty 3258.325423 = -1922457.788605
  nChanged 3
		SP:Iteration 50Q (30965.190000 sec): 3 clusters
  Score: Raw -1925716.319333 + Penalty 3258.325423 = -1922457.993910
  nChanged 3
		SP:Iteration 51Q (30965.430000 sec): 3 clusters
  Score: Raw -1925716.813952 + Penalty 3258.325423 = -1922458.488529
  nChanged 6
		SP:Iteration 52Q (30965.810000 sec): 3 clusters
  Score: Raw -1925717.821803 + Penalty 3258.325423 = -1922459.496380
  nChanged 6
		SP:Iteration 53Q (30966.070000 sec): 3 clusters
  Score: Raw -1925718.441133 + Penalty 3258.325423 = -1922460.115710
  nChanged 10
		SP:Iteration 54Q (30966.310000 sec): 3 clusters
  Score: Raw -1925720.029688 + Penalty 3258.325423 = -1922461.704266
  nChanged 8
		SP:Iteration 55Q (30966.600000 sec): 3 clusters
  Score: Raw -1925721.309354 + Penalty 3258.325423 = -1922462.983931
  nChanged 9
		SP:Iteration 56Q (30966.870000 sec): 3 clusters
  Score: Raw -1925722.254786 + Penalty 3258.325423 = -1922463.929363
  nChanged 10
		SP:Iteration 57Q (30967.170000 sec): 3 clusters
  Score: Raw -1925723.227517 + Penalty 3258.325423 = -1922464.902094
  nChanged 8
		SP:Iteration 58Q (30967.420000 sec): 3 clusters
  Score: Raw -1925724.355126 + Penalty 3258.325423 = -1922466.029703
  nChanged 8
		SP:Iteration 59Q (30967.670000 sec): 3 clusters
  Score: Raw -1925725.287164 + Penalty 3258.325423 = -1922466.961741
  nChanged 9
		SP:Iteration 60F (30967.940000 sec): 3 clusters
  Score: Raw -1925726.480572 + Penalty 3258.325423 = -1922468.155149
  nChanged 7
		SP:Iteration 61Q (30968.200000 sec): 3 clusters
  Score: Raw -1925727.234351 + Penalty 3258.325423 = -1922468.908928
  nChanged 11
		SP:Iteration 62Q (30968.510000 sec): 3 clusters
  Score: Raw -1925728.691260 + Penalty 3258.325423 = -1922470.365837
  nChanged 9
		SP:Iteration 63Q (30968.770000 sec): 3 clusters
  Score: Raw -1925730.096910 + Penalty 3258.325423 = -1922471.771487
  nChanged 7
		SP:Iteration 64Q (30969.030000 sec): 3 clusters
  Score: Raw -1925731.201377 + Penalty 3258.325423 = -1922472.875954
  nChanged 11
		SP:Iteration 65Q (30969.310000 sec): 3 clusters
  Score: Raw -1925732.520658 + Penalty 3258.325423 = -1922474.195235
  nChanged 14
		SP:Iteration 66Q (30969.590000 sec): 3 clusters
  Score: Raw -1925734.040162 + Penalty 3258.325423 = -1922475.714739
  nChanged 7
		SP:Iteration 67Q (30969.910000 sec): 3 clusters
  Score: Raw -1925734.615626 + Penalty 3258.325423 = -1922476.290203
  nChanged 1
		SP:Iteration 68Q (30970.210000 sec): 3 clusters
  Score: Raw -1925734.768120 + Penalty 3258.325423 = -1922476.442697
  nChanged 3
		SP:Iteration 69Q (30970.500000 sec): 3 clusters
  Score: Raw -1925735.252431 + Penalty 3258.325423 = -1922476.927008
  nChanged 2
		SP:Iteration 70Q (30970.840000 sec): 3 clusters
  Score: Raw -1925735.433182 + Penalty 3258.325423 = -1922477.107760
  nChanged 3
		SP:Iteration 71Q (30971.100000 sec): 3 clusters
  Score: Raw -1925735.757141 + Penalty 3258.325423 = -1922477.431719
  nChanged 2
		SP:Iteration 72Q (30971.370000 sec): 3 clusters
  Score: Raw -1925735.897451 + Penalty 3258.325423 = -1922477.572028
  nChanged 5
		SP:Iteration 73Q (30971.650000 sec): 3 clusters
  Score: Raw -1925736.528896 + Penalty 3258.325423 = -1922478.203473
  nChanged 5
		SP:Iteration 74Q (30971.930000 sec): 3 clusters
  Score: Raw -1925737.051892 + Penalty 3258.325423 = -1922478.726469
  nChanged 7
		SP:Iteration 75Q (30972.240000 sec): 3 clusters
  Score: Raw -1925738.059896 + Penalty 3258.325423 = -1922479.734473
  nChanged 7
		SP:Iteration 76Q (30972.550000 sec): 3 clusters
  Score: Raw -1925738.991550 + Penalty 3258.325423 = -1922480.666127
  nChanged 7
		SP:Iteration 77Q (30972.860000 sec): 3 clusters
  Score: Raw -1925740.047286 + Penalty 3258.325423 = -1922481.721863
  nChanged 6
		SP:Iteration 78Q (30973.100000 sec): 3 clusters
  Score: Raw -1925740.952140 + Penalty 3258.325423 = -1922482.626717
  nChanged 3
		SP:Iteration 79Q (30973.400000 sec): 3 clusters
  Score: Raw -1925741.195414 + Penalty 3258.325423 = -1922482.869991
  nChanged 1
		SP:Iteration 80F (30973.750000 sec): 3 clusters
  Score: Raw -1925741.340731 + Penalty 3258.325423 = -1922483.015308
  nChanged 2
		SP:Iteration 81Q (30974.010000 sec): 3 clusters
  Score: Raw -1925741.640640 + Penalty 3258.325423 = -1922483.315217
  nChanged 2
		SP:Iteration 82Q (30974.270000 sec): 3 clusters
  Score: Raw -1925741.817633 + Penalty 3258.325423 = -1922483.492210
  nChanged 2
		SP:Iteration 83Q (30974.570000 sec): 3 clusters
  Score: Raw -1925742.178946 + Penalty 3258.325423 = -1922483.853523
  nChanged 4
		SP:Iteration 84Q (30974.880000 sec): 3 clusters
  Score: Raw -1925742.568032 + Penalty 3258.325423 = -1922484.242609
  nChanged 3
		SP:Iteration 85Q (30975.210000 sec): 3 clusters
  Score: Raw -1925742.771480 + Penalty 3258.325423 = -1922484.446057
  nChanged 2
		SP:Iteration 86Q (30975.520000 sec): 3 clusters
  Score: Raw -1925743.047007 + Penalty 3258.325423 = -1922484.721584
  nChanged 0
		SP:Iteration 87F (30975.830000 sec): 3 clusters
  Score: Raw -1925743.047007 + Penalty 3258.325423 = -1922484.721584
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 35 (9654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30976.030000 sec): 2 clusters
  Score: Raw -839008.444097 + Penalty 1490.958238 = -837517.485859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30976.200000 sec): 3 clusters
  Score: Raw -833462.610364 + Penalty 2981.916475 = -830480.693889
  nChanged 4241
		SP:Iteration 1F (30976.420000 sec): 3 clusters
  Score: Raw -835696.344584 + Penalty 2981.916475 = -832714.428109
  nChanged 598
		SP:Iteration 2F (30976.670000 sec): 3 clusters
  Score: Raw -835988.518317 + Penalty 2981.916475 = -833006.601841
  nChanged 533
		SP:Iteration 3F (30976.940000 sec): 3 clusters
  Score: Raw -836242.932463 + Penalty 2981.916475 = -833261.015988
  nChanged 447
		SP:Iteration 4Q (30977.150000 sec): 3 clusters
  Score: Raw -836440.286056 + Penalty 2981.916475 = -833458.369581
  nChanged 401
		SP:Iteration 5Q (30977.380000 sec): 3 clusters
  Score: Raw -836628.924386 + Penalty 2981.916475 = -833647.007911
  nChanged 409
		SP:Iteration 6Q (30977.610000 sec): 3 clusters
  Score: Raw -836816.613312 + Penalty 2981.916475 = -833834.696837
  nChanged 387
		SP:Iteration 7Q (30977.860000 sec): 3 clusters
  Score: Raw -837018.538358 + Penalty 2981.916475 = -834036.621883
  nChanged 393
		SP:Iteration 8Q (30978.020000 sec): 3 clusters
  Score: Raw -837208.503931 + Penalty 2981.916475 = -834226.587456
  nChanged 375
		SP:Iteration 9Q (30978.290000 sec): 3 clusters
  Score: Raw -837389.759098 + Penalty 2981.916475 = -834407.842623
  nChanged 344
		SP:Iteration 10Q (30978.530000 sec): 3 clusters
  Score: Raw -837562.453585 + Penalty 2981.916475 = -834580.537110
  nChanged 333
		SP:Iteration 11Q (30978.750000 sec): 3 clusters
  Score: Raw -837741.645897 + Penalty 2981.916475 = -834759.729421
  nChanged 315
		SP:Iteration 12Q (30979.010000 sec): 3 clusters
  Score: Raw -837893.791665 + Penalty 2981.916475 = -834911.875190
  nChanged 319
		SP:Iteration 13Q (30979.260000 sec): 3 clusters
  Score: Raw -838042.585717 + Penalty 2981.916475 = -835060.669242
  nChanged 283
		SP:Iteration 14Q (30979.540000 sec): 3 clusters
  Score: Raw -838167.339380 + Penalty 2981.916475 = -835185.422904
  nChanged 231
		SP:Iteration 15Q (30979.760000 sec): 3 clusters
  Score: Raw -838263.299872 + Penalty 2981.916475 = -835281.383397
  nChanged 181
		SP:Iteration 16Q (30980.030000 sec): 3 clusters
  Score: Raw -838336.796986 + Penalty 2981.916475 = -835354.880510
  nChanged 159
		SP:Iteration 17Q (30980.290000 sec): 3 clusters
  Score: Raw -838399.252971 + Penalty 2981.916475 = -835417.336496
  nChanged 163
		SP:Iteration 18Q (30980.480000 sec): 3 clusters
  Score: Raw -838460.900587 + Penalty 2981.916475 = -835478.984111
  nChanged 121
		SP:Iteration 19Q (30980.760000 sec): 3 clusters
  Score: Raw -838506.346078 + Penalty 2981.916475 = -835524.429602
  nChanged 114
		SP:Iteration 20F (30980.980000 sec): 3 clusters
  Score: Raw -838549.444404 + Penalty 2981.916475 = -835567.527928
  nChanged 104
		SP:Iteration 21Q (30981.190000 sec): 3 clusters
  Score: Raw -838582.885611 + Penalty 2981.916475 = -835600.969136
  nChanged 97
		SP:Iteration 22Q (30981.470000 sec): 3 clusters
  Score: Raw -838610.062480 + Penalty 2981.916475 = -835628.146005
  nChanged 99
		SP:Iteration 23Q (30981.670000 sec): 3 clusters
  Score: Raw -838638.781972 + Penalty 2981.916475 = -835656.865497
  nChanged 87
		SP:Iteration 24Q (30981.870000 sec): 3 clusters
  Score: Raw -838662.843220 + Penalty 2981.916475 = -835680.926745
  nChanged 84
		SP:Iteration 25Q (30982.110000 sec): 3 clusters
  Score: Raw -838684.155031 + Penalty 2981.916475 = -835702.238555
  nChanged 76
		SP:Iteration 26Q (30982.370000 sec): 3 clusters
  Score: Raw -838702.650590 + Penalty 2981.916475 = -835720.734115
  nChanged 64
		SP:Iteration 27Q (30982.600000 sec): 3 clusters
  Score: Raw -838719.300207 + Penalty 2981.916475 = -835737.383732
  nChanged 71
		SP:Iteration 28Q (30982.820000 sec): 3 clusters
  Score: Raw -838740.128742 + Penalty 2981.916475 = -835758.212267
  nChanged 60
		SP:Iteration 29Q (30983.080000 sec): 3 clusters
  Score: Raw -838756.034035 + Penalty 2981.916475 = -835774.117560
  nChanged 54
		SP:Iteration 30Q (30983.300000 sec): 3 clusters
  Score: Raw -838769.664742 + Penalty 2981.916475 = -835787.748267
  nChanged 48
		SP:Iteration 31Q (30983.540000 sec): 3 clusters
  Score: Raw -838783.634740 + Penalty 2981.916475 = -835801.718265
  nChanged 54
		SP:Iteration 32Q (30983.740000 sec): 3 clusters
  Score: Raw -838797.631483 + Penalty 2981.916475 = -835815.715008
  nChanged 58
		SP:Iteration 33Q (30983.970000 sec): 3 clusters
  Score: Raw -838813.259544 + Penalty 2981.916475 = -835831.343069
  nChanged 61
		SP:Iteration 34Q (30984.240000 sec): 3 clusters
  Score: Raw -838828.396982 + Penalty 2981.916475 = -835846.480507
  nChanged 63
		SP:Iteration 35Q (30984.430000 sec): 3 clusters
  Score: Raw -838845.590297 + Penalty 2981.916475 = -835863.673821
  nChanged 70
		SP:Iteration 36Q (30984.670000 sec): 3 clusters
  Score: Raw -838865.217375 + Penalty 2981.916475 = -835883.300900
  nChanged 65
		SP:Iteration 37Q (30984.960000 sec): 3 clusters
  Score: Raw -838886.673118 + Penalty 2981.916475 = -835904.756642
  nChanged 66
		SP:Iteration 38Q (30985.170000 sec): 3 clusters
  Score: Raw -838907.722652 + Penalty 2981.916475 = -835925.806177
  nChanged 62
		SP:Iteration 39Q (30985.410000 sec): 3 clusters
  Score: Raw -838925.566817 + Penalty 2981.916475 = -835943.650342
  nChanged 57
		SP:Iteration 40F (30985.610000 sec): 3 clusters
  Score: Raw -838939.339431 + Penalty 2981.916475 = -835957.422956
  nChanged 47
		SP:Iteration 41Q (30985.830000 sec): 3 clusters
  Score: Raw -838950.568108 + Penalty 2981.916475 = -835968.651633
  nChanged 33
		SP:Iteration 42Q (30986.060000 sec): 3 clusters
  Score: Raw -838958.412539 + Penalty 2981.916475 = -835976.496063
  nChanged 35
		SP:Iteration 43Q (30986.310000 sec): 3 clusters
  Score: Raw -838968.393201 + Penalty 2981.916475 = -835986.476726
  nChanged 31
		SP:Iteration 44Q (30986.540000 sec): 3 clusters
  Score: Raw -838976.523645 + Penalty 2981.916475 = -835994.607170
  nChanged 31
		SP:Iteration 45Q (30986.800000 sec): 3 clusters
  Score: Raw -838983.025636 + Penalty 2981.916475 = -836001.109160
  nChanged 23
		SP:Iteration 46Q (30987.010000 sec): 3 clusters
  Score: Raw -838987.197056 + Penalty 2981.916475 = -836005.280581
  nChanged 19
		SP:Iteration 47Q (30987.230000 sec): 3 clusters
  Score: Raw -838990.239792 + Penalty 2981.916475 = -836008.323317
  nChanged 11
		SP:Iteration 48Q (30987.480000 sec): 3 clusters
  Score: Raw -838991.861757 + Penalty 2981.916475 = -836009.945281
  nChanged 13
		SP:Iteration 49Q (30987.740000 sec): 3 clusters
  Score: Raw -838994.058108 + Penalty 2981.916475 = -836012.141632
  nChanged 13
		SP:Iteration 50Q (30987.960000 sec): 3 clusters
  Score: Raw -838995.648637 + Penalty 2981.916475 = -836013.732162
  nChanged 10
		SP:Iteration 51Q (30988.170000 sec): 3 clusters
  Score: Raw -838996.787061 + Penalty 2981.916475 = -836014.870586
  nChanged 14
		SP:Iteration 52Q (30988.400000 sec): 3 clusters
  Score: Raw -838998.895286 + Penalty 2981.916475 = -836016.978811
  nChanged 14
		SP:Iteration 53Q (30988.640000 sec): 3 clusters
  Score: Raw -839000.959130 + Penalty 2981.916475 = -836019.042655
  nChanged 8
		SP:Iteration 54Q (30988.880000 sec): 3 clusters
  Score: Raw -839001.632434 + Penalty 2981.916475 = -836019.715959
  nChanged 6
		SP:Iteration 55Q (30989.090000 sec): 3 clusters
  Score: Raw -839001.991362 + Penalty 2981.916475 = -836020.074887
  nChanged 2
		SP:Iteration 56Q (30989.310000 sec): 3 clusters
  Score: Raw -839002.103296 + Penalty 2981.916475 = -836020.186820
  nChanged 4
		SP:Iteration 57Q (30989.530000 sec): 3 clusters
  Score: Raw -839002.383942 + Penalty 2981.916475 = -836020.467467
  nChanged 5
		SP:Iteration 58Q (30989.760000 sec): 3 clusters
  Score: Raw -839002.916124 + Penalty 2981.916475 = -836020.999649
  nChanged 3
		SP:Iteration 59Q (30990.040000 sec): 3 clusters
  Score: Raw -839003.165402 + Penalty 2981.916475 = -836021.248927
  nChanged 3
		SP:Iteration 60F (30990.320000 sec): 3 clusters
  Score: Raw -839003.335307 + Penalty 2981.916475 = -836021.418832
  nChanged 2
		SP:Iteration 61Q (30990.520000 sec): 3 clusters
  Score: Raw -839003.621458 + Penalty 2981.916475 = -836021.704982
  nChanged 1
		SP:Iteration 62Q (30990.740000 sec): 3 clusters
  Score: Raw -839003.677438 + Penalty 2981.916475 = -836021.760963
  nChanged 1
		SP:Iteration 63Q (30990.920000 sec): 3 clusters
  Score: Raw -839003.838190 + Penalty 2981.916475 = -836021.921715
  nChanged 1
		SP:Iteration 64Q (30991.140000 sec): 3 clusters
  Score: Raw -839004.118538 + Penalty 2981.916475 = -836022.202063
  nChanged 5
		SP:Iteration 65Q (30991.370000 sec): 3 clusters
  Score: Raw -839004.826730 + Penalty 2981.916475 = -836022.910255
  nChanged 3
		SP:Iteration 66Q (30991.490000 sec): 3 clusters
  Score: Raw -839005.349689 + Penalty 2981.916475 = -836023.433214
  nChanged 4
		SP:Iteration 67Q (30991.700000 sec): 3 clusters
  Score: Raw -839005.999280 + Penalty 2981.916475 = -836024.082805
  nChanged 4
		SP:Iteration 68Q (30991.930000 sec): 3 clusters
  Score: Raw -839006.878374 + Penalty 2981.916475 = -836024.961898
  nChanged 8
		SP:Iteration 69Q (30992.110000 sec): 3 clusters
  Score: Raw -839007.947623 + Penalty 2981.916475 = -836026.031147
  nChanged 8
		SP:Iteration 70Q (30992.350000 sec): 3 clusters
  Score: Raw -839008.954440 + Penalty 2981.916475 = -836027.037965
  nChanged 4
		SP:Iteration 71Q (30992.540000 sec): 3 clusters
  Score: Raw -839009.429226 + Penalty 2981.916475 = -836027.512751
  nChanged 6
		SP:Iteration 72Q (30992.740000 sec): 3 clusters
  Score: Raw -839010.579472 + Penalty 2981.916475 = -836028.662997
  nChanged 7
		SP:Iteration 73Q (30992.950000 sec): 3 clusters
  Score: Raw -839011.868126 + Penalty 2981.916475 = -836029.951650
  nChanged 8
		SP:Iteration 74Q (30993.130000 sec): 3 clusters
  Score: Raw -839012.884099 + Penalty 2981.916475 = -836030.967624
  nChanged 6
		SP:Iteration 75Q (30993.280000 sec): 3 clusters
  Score: Raw -839013.403026 + Penalty 2981.916475 = -836031.486551
  nChanged 4
		SP:Iteration 76Q (30993.470000 sec): 3 clusters
  Score: Raw -839014.147618 + Penalty 2981.916475 = -836032.231143
  nChanged 6
		SP:Iteration 77Q (30993.680000 sec): 3 clusters
  Score: Raw -839014.657547 + Penalty 2981.916475 = -836032.741072
  nChanged 5
		SP:Iteration 78Q (30993.910000 sec): 3 clusters
  Score: Raw -839015.231030 + Penalty 2981.916475 = -836033.314555
  nChanged 3
		SP:Iteration 79Q (30994.140000 sec): 3 clusters
  Score: Raw -839015.798501 + Penalty 2981.916475 = -836033.882026
  nChanged 3
		SP:Iteration 80F (30994.340000 sec): 3 clusters
  Score: Raw -839016.048018 + Penalty 2981.916475 = -836034.131543
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 36 (4066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30994.440000 sec): 2 clusters
  Score: Raw -327232.467238 + Penalty 1350.442437 = -325882.024801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30994.580000 sec): 3 clusters
  Score: Raw -325156.407954 + Penalty 2700.884873 = -322455.523081
  nChanged 1651
		SP:Iteration 1F (30994.720000 sec): 3 clusters
  Score: Raw -326106.115791 + Penalty 2700.884873 = -323405.230918
  nChanged 333
		SP:Iteration 2F (30994.850000 sec): 3 clusters
  Score: Raw -326338.689700 + Penalty 2700.884873 = -323637.804827
  nChanged 266
		SP:Iteration 3F (30994.990000 sec): 3 clusters
  Score: Raw -326527.552936 + Penalty 2700.884873 = -323826.668063
  nChanged 239
		SP:Iteration 4F (30995.130000 sec): 3 clusters
  Score: Raw -326679.558222 + Penalty 2700.884873 = -323978.673348
  nChanged 167
		SP:Iteration 5Q (30995.290000 sec): 3 clusters
  Score: Raw -326766.675374 + Penalty 2700.884873 = -324065.790501
  nChanged 135
		SP:Iteration 6Q (30995.510000 sec): 3 clusters
  Score: Raw -326834.020159 + Penalty 2700.884873 = -324133.135286
  nChanged 118
		SP:Iteration 7Q (30995.650000 sec): 3 clusters
  Score: Raw -326890.023854 + Penalty 2700.884873 = -324189.138981
  nChanged 110
		SP:Iteration 8Q (30995.850000 sec): 3 clusters
  Score: Raw -326953.772092 + Penalty 2700.884873 = -324252.887219
  nChanged 108
		SP:Iteration 9Q (30995.970000 sec): 3 clusters
  Score: Raw -327008.142862 + Penalty 2700.884873 = -324307.257989
  nChanged 81
		SP:Iteration 10Q (30996.150000 sec): 3 clusters
  Score: Raw -327039.771644 + Penalty 2700.884873 = -324338.886771
  nChanged 64
		SP:Iteration 11Q (30996.330000 sec): 3 clusters
  Score: Raw -327067.090298 + Penalty 2700.884873 = -324366.205425
  nChanged 72
		SP:Iteration 12Q (30996.510000 sec): 3 clusters
  Score: Raw -327096.474711 + Penalty 2700.884873 = -324395.589838
  nChanged 57
		SP:Iteration 13Q (30996.700000 sec): 3 clusters
  Score: Raw -327121.176612 + Penalty 2700.884873 = -324420.291739
  nChanged 50
		SP:Iteration 14Q (30996.910000 sec): 3 clusters
  Score: Raw -327148.273906 + Penalty 2700.884873 = -324447.389033
  nChanged 49
		SP:Iteration 15Q (30997.070000 sec): 3 clusters
  Score: Raw -327172.047491 + Penalty 2700.884873 = -324471.162618
  nChanged 43
		SP:Iteration 16Q (30997.280000 sec): 3 clusters
  Score: Raw -327190.534512 + Penalty 2700.884873 = -324489.649639
  nChanged 34
		SP:Iteration 17Q (30997.430000 sec): 3 clusters
  Score: Raw -327205.403889 + Penalty 2700.884873 = -324504.519016
  nChanged 35
		SP:Iteration 18Q (30997.590000 sec): 3 clusters
  Score: Raw -327225.007795 + Penalty 2700.884873 = -324524.122922
  nChanged 33
		SP:Iteration 19Q (30997.770000 sec): 3 clusters
  Score: Raw -327240.913561 + Penalty 2700.884873 = -324540.028688
  nChanged 39
		SP:Iteration 20F (30997.920000 sec): 3 clusters
  Score: Raw -327259.181456 + Penalty 2700.884873 = -324558.296583
  nChanged 41
		SP:Iteration 21Q (30998.110000 sec): 3 clusters
  Score: Raw -327281.851443 + Penalty 2700.884873 = -324580.966570
  nChanged 44
		SP:Iteration 22Q (30998.370000 sec): 3 clusters
  Score: Raw -327309.434724 + Penalty 2700.884873 = -324608.549851
  nChanged 43
		SP:Iteration 23Q (30998.570000 sec): 3 clusters
  Score: Raw -327331.783054 + Penalty 2700.884873 = -324630.898181
  nChanged 43
		SP:Iteration 24Q (30998.810000 sec): 3 clusters
  Score: Raw -327355.068979 + Penalty 2700.884873 = -324654.184106
  nChanged 35
		SP:Iteration 25Q (30999.020000 sec): 3 clusters
  Score: Raw -327372.573495 + Penalty 2700.884873 = -324671.688621
  nChanged 31
		SP:Iteration 26Q (30999.240000 sec): 3 clusters
  Score: Raw -327388.075659 + Penalty 2700.884873 = -324687.190786
  nChanged 33
		SP:Iteration 27Q (30999.480000 sec): 3 clusters
  Score: Raw -327404.855107 + Penalty 2700.884873 = -324703.970234
  nChanged 25
		SP:Iteration 28Q (30999.660000 sec): 3 clusters
  Score: Raw -327419.974899 + Penalty 2700.884873 = -324719.090026
  nChanged 24
		SP:Iteration 29Q (30999.880000 sec): 3 clusters
  Score: Raw -327433.214810 + Penalty 2700.884873 = -324732.329937
  nChanged 18
		SP:Iteration 30Q (31000.090000 sec): 3 clusters
  Score: Raw -327443.631958 + Penalty 2700.884873 = -324742.747085
  nChanged 16
		SP:Iteration 31Q (31000.310000 sec): 3 clusters
  Score: Raw -327453.260374 + Penalty 2700.884873 = -324752.375501
  nChanged 18
		SP:Iteration 32Q (31000.520000 sec): 3 clusters
  Score: Raw -327461.646638 + Penalty 2700.884873 = -324760.761765
  nChanged 8
		SP:Iteration 33Q (31000.690000 sec): 3 clusters
  Score: Raw -327465.157456 + Penalty 2700.884873 = -324764.272583
  nChanged 6
		SP:Iteration 34Q (31000.890000 sec): 3 clusters
  Score: Raw -327468.953314 + Penalty 2700.884873 = -324768.068441
  nChanged 9
		SP:Iteration 35Q (31001.080000 sec): 3 clusters
  Score: Raw -327474.609717 + Penalty 2700.884873 = -324773.724844
  nChanged 14
		SP:Iteration 36Q (31001.280000 sec): 3 clusters
  Score: Raw -327484.257094 + Penalty 2700.884873 = -324783.372221
  nChanged 11
		SP:Iteration 37Q (31001.440000 sec): 3 clusters
  Score: Raw -327491.951534 + Penalty 2700.884873 = -324791.066661
  nChanged 15
		SP:Iteration 38Q (31001.680000 sec): 3 clusters
  Score: Raw -327499.052208 + Penalty 2700.884873 = -324798.167335
  nChanged 7
		SP:Iteration 39Q (31001.870000 sec): 3 clusters
  Score: Raw -327502.537931 + Penalty 2700.884873 = -324801.653058
  nChanged 11
		SP:Iteration 40F (31002.080000 sec): 3 clusters
  Score: Raw -327508.991181 + Penalty 2700.884873 = -324808.106308
  nChanged 9
		SP:Iteration 41Q (31002.270000 sec): 3 clusters
  Score: Raw -327513.227969 + Penalty 2700.884873 = -324812.343096
  nChanged 10
		SP:Iteration 42Q (31002.450000 sec): 3 clusters
  Score: Raw -327519.870091 + Penalty 2700.884873 = -324818.985218
  nChanged 9
		SP:Iteration 43Q (31002.680000 sec): 3 clusters
  Score: Raw -327524.355301 + Penalty 2700.884873 = -324823.470428
  nChanged 2
		SP:Iteration 44Q (31002.930000 sec): 3 clusters
  Score: Raw -327525.416814 + Penalty 2700.884873 = -324824.531941
  nChanged 3
		SP:Iteration 45Q (31003.130000 sec): 3 clusters
  Score: Raw -327527.033030 + Penalty 2700.884873 = -324826.148157
  nChanged 3
		SP:Iteration 46Q (31003.330000 sec): 3 clusters
  Score: Raw -327528.826186 + Penalty 2700.884873 = -324827.941313
  nChanged 2
		SP:Iteration 47Q (31003.550000 sec): 3 clusters
  Score: Raw -327530.181959 + Penalty 2700.884873 = -324829.297086
  nChanged 5
		SP:Iteration 48Q (31003.760000 sec): 3 clusters
  Score: Raw -327532.036924 + Penalty 2700.884873 = -324831.152051
  nChanged 2
		SP:Iteration 49Q (31003.980000 sec): 3 clusters
  Score: Raw -327532.886383 + Penalty 2700.884873 = -324832.001510
  nChanged 2
		SP:Iteration 50Q (31004.200000 sec): 3 clusters
  Score: Raw -327533.371079 + Penalty 2700.884873 = -324832.486206
  nChanged 0
		SP:Iteration 51F (31004.420000 sec): 3 clusters
  Score: Raw -327533.371079 + Penalty 2700.884873 = -324832.486206
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 37 (158059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31005.170000 sec): 2 clusters
  Score: Raw -13563204.829586 + Penalty 1945.242595 = -13561259.586991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31006.120000 sec): 3 clusters
  Score: Raw -13458761.080342 + Penalty 3890.485190 = -13454870.595152
  nChanged 76557
		SP:Iteration 1F (31006.910000 sec): 3 clusters
  Score: Raw -13504158.139965 + Penalty 3890.485190 = -13500267.654776
  nChanged 6048
		SP:Iteration 2Q (31007.790000 sec): 3 clusters
  Score: Raw -13506253.641316 + Penalty 3890.485190 = -13502363.156126
  nChanged 6882
		SP:Iteration 3Q (31008.730000 sec): 3 clusters
  Score: Raw -13509218.924513 + Penalty 3890.485190 = -13505328.439324
  nChanged 8065
		SP:Iteration 4F (31009.560000 sec): 3 clusters
  Score: Raw -13513625.549956 + Penalty 3890.485190 = -13509735.064766
  nChanged 9255
		SP:Iteration 5F (31010.430000 sec): 3 clusters
  Score: Raw -13519800.409100 + Penalty 3890.485190 = -13515909.923911
  nChanged 10127
		SP:Iteration 6F (31011.280000 sec): 3 clusters
  Score: Raw -13527630.953010 + Penalty 3890.485190 = -13523740.467820
  nChanged 10244
		SP:Iteration 7F (31012.190000 sec): 3 clusters
  Score: Raw -13536102.847621 + Penalty 3890.485190 = -13532212.362431
  nChanged 9570
		SP:Iteration 8F (31013.120000 sec): 3 clusters
  Score: Raw -13544389.306486 + Penalty 3890.485190 = -13540498.821296
  nChanged 8332
		SP:Iteration 9F (31014.030000 sec): 3 clusters
  Score: Raw -13551430.423344 + Penalty 3890.485190 = -13547539.938155
  nChanged 6562
		SP:Iteration 10Q (31014.940000 sec): 3 clusters
  Score: Raw -13556451.832210 + Penalty 3890.485190 = -13552561.347021
  nChanged 4603
		SP:Iteration 11Q (31015.810000 sec): 3 clusters
  Score: Raw -13559452.265481 + Penalty 3890.485190 = -13555561.780291
  nChanged 3110
		SP:Iteration 12Q (31016.770000 sec): 3 clusters
  Score: Raw -13561195.898416 + Penalty 3890.485190 = -13557305.413226
  nChanged 2147
		SP:Iteration 13Q (31017.640000 sec): 3 clusters
  Score: Raw -13562237.793549 + Penalty 3890.485190 = -13558347.308360
  nChanged 1468
		SP:Iteration 14Q (31018.530000 sec): 3 clusters
  Score: Raw -13562845.320923 + Penalty 3890.485190 = -13558954.835734
  nChanged 1050
		SP:Iteration 15Q (31019.430000 sec): 3 clusters
  Score: Raw -13563208.087543 + Penalty 3890.485190 = -13559317.602353
  nChanged 749
		SP:Iteration 16Q (31020.310000 sec): 3 clusters
  Score: Raw -13563434.080352 + Penalty 3890.485190 = -13559543.595162
  nChanged 550
		SP:Iteration 17Q (31021.130000 sec): 3 clusters
  Score: Raw -13563577.800596 + Penalty 3890.485190 = -13559687.315406
  nChanged 420
		SP:Iteration 18Q (31021.950000 sec): 3 clusters
  Score: Raw -13563678.029044 + Penalty 3890.485190 = -13559787.543854
  nChanged 319
		SP:Iteration 19Q (31022.840000 sec): 3 clusters
  Score: Raw -13563744.921328 + Penalty 3890.485190 = -13559854.436138
  nChanged 240
		SP:Iteration 20F (31023.740000 sec): 3 clusters
  Score: Raw -13563795.105431 + Penalty 3890.485190 = -13559904.620242
  nChanged 219
		SP:Iteration 21Q (31024.600000 sec): 3 clusters
  Score: Raw -13563840.866407 + Penalty 3890.485190 = -13559950.381217
  nChanged 184
		SP:Iteration 22Q (31025.530000 sec): 3 clusters
  Score: Raw -13563877.110381 + Penalty 3890.485190 = -13559986.625192
  nChanged 177
		SP:Iteration 23Q (31026.370000 sec): 3 clusters
  Score: Raw -13563911.897845 + Penalty 3890.485190 = -13560021.412656
  nChanged 160
		SP:Iteration 24Q (31027.230000 sec): 3 clusters
  Score: Raw -13563942.327588 + Penalty 3890.485190 = -13560051.842399
  nChanged 122
		SP:Iteration 25Q (31028.090000 sec): 3 clusters
  Score: Raw -13563964.554007 + Penalty 3890.485190 = -13560074.068818
  nChanged 113
		SP:Iteration 26Q (31028.930000 sec): 3 clusters
  Score: Raw -13563982.005735 + Penalty 3890.485190 = -13560091.520546
  nChanged 88
		SP:Iteration 27Q (31029.950000 sec): 3 clusters
  Score: Raw -13563995.521327 + Penalty 3890.485190 = -13560105.036137
  nChanged 80
		SP:Iteration 28Q (31030.910000 sec): 3 clusters
  Score: Raw -13564008.279889 + Penalty 3890.485190 = -13560117.794700
  nChanged 68
		SP:Iteration 29Q (31031.760000 sec): 3 clusters
  Score: Raw -13564018.479764 + Penalty 3890.485190 = -13560127.994575
  nChanged 58
		SP:Iteration 30Q (31032.710000 sec): 3 clusters
  Score: Raw -13564026.229472 + Penalty 3890.485190 = -13560135.744282
  nChanged 52
		SP:Iteration 31Q (31033.710000 sec): 3 clusters
  Score: Raw -13564034.236440 + Penalty 3890.485190 = -13560143.751250
  nChanged 51
		SP:Iteration 32Q (31034.750000 sec): 3 clusters
  Score: Raw -13564041.207768 + Penalty 3890.485190 = -13560150.722579
  nChanged 47
		SP:Iteration 33Q (31035.710000 sec): 3 clusters
  Score: Raw -13564048.462197 + Penalty 3890.485190 = -13560157.977007
  nChanged 47
		SP:Iteration 34Q (31036.550000 sec): 3 clusters
  Score: Raw -13564053.799833 + Penalty 3890.485190 = -13560163.314643
  nChanged 32
		SP:Iteration 35Q (31037.530000 sec): 3 clusters
  Score: Raw -13564057.410742 + Penalty 3890.485190 = -13560166.925553
  nChanged 26
		SP:Iteration 36Q (31038.430000 sec): 3 clusters
  Score: Raw -13564060.324879 + Penalty 3890.485190 = -13560169.839690
  nChanged 25
		SP:Iteration 37Q (31039.300000 sec): 3 clusters
  Score: Raw -13564063.049112 + Penalty 3890.485190 = -13560172.563922
  nChanged 22
		SP:Iteration 38Q (31040.180000 sec): 3 clusters
  Score: Raw -13564065.234288 + Penalty 3890.485190 = -13560174.749099
  nChanged 20
		SP:Iteration 39Q (31041.050000 sec): 3 clusters
  Score: Raw -13564067.428306 + Penalty 3890.485190 = -13560176.943116
  nChanged 20
		SP:Iteration 40F (31041.950000 sec): 3 clusters
  Score: Raw -13564069.888985 + Penalty 3890.485190 = -13560179.403796
  nChanged 22
		SP:Iteration 41Q (31042.740000 sec): 3 clusters
  Score: Raw -13564072.545957 + Penalty 3890.485190 = -13560182.060767
  nChanged 20
		SP:Iteration 42Q (31043.560000 sec): 3 clusters
  Score: Raw -13564074.898972 + Penalty 3890.485190 = -13560184.413782
  nChanged 22
		SP:Iteration 43Q (31044.340000 sec): 3 clusters
  Score: Raw -13564077.136407 + Penalty 3890.485190 = -13560186.651218
  nChanged 11
		SP:Iteration 44Q (31045.160000 sec): 3 clusters
  Score: Raw -13564078.217265 + Penalty 3890.485190 = -13560187.732075
  nChanged 14
		SP:Iteration 45Q (31045.960000 sec): 3 clusters
  Score: Raw -13564079.501129 + Penalty 3890.485190 = -13560189.015940
  nChanged 9
		SP:Iteration 46Q (31046.770000 sec): 3 clusters
  Score: Raw -13564080.594300 + Penalty 3890.485190 = -13560190.109111
  nChanged 8
		SP:Iteration 47Q (31047.640000 sec): 3 clusters
  Score: Raw -13564081.248599 + Penalty 3890.485190 = -13560190.763409
  nChanged 4
		SP:Iteration 48Q (31048.540000 sec): 3 clusters
  Score: Raw -13564081.583758 + Penalty 3890.485190 = -13560191.098568
  nChanged 3
		SP:Iteration 49Q (31049.430000 sec): 3 clusters
  Score: Raw -13564081.905802 + Penalty 3890.485190 = -13560191.420612
  nChanged 3
		SP:Iteration 50Q (31050.270000 sec): 3 clusters
  Score: Raw -13564082.206489 + Penalty 3890.485190 = -13560191.721300
  nChanged 5
		SP:Iteration 51Q (31051.070000 sec): 3 clusters
  Score: Raw -13564082.728472 + Penalty 3890.485190 = -13560192.243282
  nChanged 6
		SP:Iteration 52Q (31052.000000 sec): 3 clusters
  Score: Raw -13564083.332467 + Penalty 3890.485190 = -13560192.847278
  nChanged 4
		SP:Iteration 53Q (31052.920000 sec): 3 clusters
  Score: Raw -13564083.630663 + Penalty 3890.485190 = -13560193.145474
  nChanged 3
		SP:Iteration 54Q (31053.710000 sec): 3 clusters
  Score: Raw -13564083.938617 + Penalty 3890.485190 = -13560193.453427
  nChanged 5
		SP:Iteration 55Q (31054.590000 sec): 3 clusters
  Score: Raw -13564084.461384 + Penalty 3890.485190 = -13560193.976195
  nChanged 3
		SP:Iteration 56Q (31055.420000 sec): 3 clusters
  Score: Raw -13564084.771680 + Penalty 3890.485190 = -13560194.286490
  nChanged 2
		SP:Iteration 57Q (31056.370000 sec): 3 clusters
  Score: Raw -13564084.916765 + Penalty 3890.485190 = -13560194.431576
  nChanged 2
		SP:Iteration 58Q (31057.200000 sec): 3 clusters
  Score: Raw -13564085.071187 + Penalty 3890.485190 = -13560194.585998
  nChanged 4
		SP:Iteration 59Q (31058.140000 sec): 3 clusters
  Score: Raw -13564085.418727 + Penalty 3890.485190 = -13560194.933537
  nChanged 3
		SP:Iteration 60F (31058.990000 sec): 3 clusters
  Score: Raw -13564085.738034 + Penalty 3890.485190 = -13560195.252845
  nChanged 4
		SP:Iteration 61Q (31059.900000 sec): 3 clusters
  Score: Raw -13564086.124169 + Penalty 3890.485190 = -13560195.638979
  nChanged 3
		SP:Iteration 62Q (31060.770000 sec): 3 clusters
  Score: Raw -13564086.447662 + Penalty 3890.485190 = -13560195.962472
  nChanged 3
		SP:Iteration 63Q (31061.490000 sec): 3 clusters
  Score: Raw -13564086.716812 + Penalty 3890.485190 = -13560196.231622
  nChanged 4
		SP:Iteration 64Q (31062.370000 sec): 3 clusters
  Score: Raw -13564087.018295 + Penalty 3890.485190 = -13560196.533106
  nChanged 0
		SP:Iteration 65F (31063.220000 sec): 3 clusters
  Score: Raw -13564087.018295 + Penalty 3890.485190 = -13560196.533106
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 38 (10122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31063.440000 sec): 2 clusters
  Score: Raw -838754.967398 + Penalty 1498.650815 = -837256.316583
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31063.680000 sec): 3 clusters
  Score: Raw -832942.311985 + Penalty 2997.301629 = -829945.010355
  nChanged 4361
		SP:Iteration 1F (31063.920000 sec): 3 clusters
  Score: Raw -835368.049153 + Penalty 2997.301629 = -832370.747523
  nChanged 700
		SP:Iteration 2F (31064.150000 sec): 3 clusters
  Score: Raw -835706.224397 + Penalty 2997.301629 = -832708.922768
  nChanged 606
		SP:Iteration 3F (31064.380000 sec): 3 clusters
  Score: Raw -835990.537311 + Penalty 2997.301629 = -832993.235682
  nChanged 535
		SP:Iteration 4F (31064.640000 sec): 3 clusters
  Score: Raw -836262.637752 + Penalty 2997.301629 = -833265.336123
  nChanged 515
		SP:Iteration 5F (31064.900000 sec): 3 clusters
  Score: Raw -836510.408658 + Penalty 2997.301629 = -833513.107028
  nChanged 462
		SP:Iteration 6Q (31065.160000 sec): 3 clusters
  Score: Raw -836769.079537 + Penalty 2997.301629 = -833771.777908
  nChanged 424
		SP:Iteration 7Q (31065.390000 sec): 3 clusters
  Score: Raw -836995.538672 + Penalty 2997.301629 = -833998.237042
  nChanged 384
		SP:Iteration 8Q (31065.610000 sec): 3 clusters
  Score: Raw -837224.308308 + Penalty 2997.301629 = -834227.006679
  nChanged 336
		SP:Iteration 9Q (31065.860000 sec): 3 clusters
  Score: Raw -837452.445158 + Penalty 2997.301629 = -834455.143529
  nChanged 314
		SP:Iteration 10Q (31066.080000 sec): 3 clusters
  Score: Raw -837655.139366 + Penalty 2997.301629 = -834657.837737
  nChanged 287
		SP:Iteration 11Q (31066.310000 sec): 3 clusters
  Score: Raw -837852.989061 + Penalty 2997.301629 = -834855.687432
  nChanged 249
		SP:Iteration 12Q (31066.500000 sec): 3 clusters
  Score: Raw -838012.875548 + Penalty 2997.301629 = -835015.573919
  nChanged 219
		SP:Iteration 13Q (31066.680000 sec): 3 clusters
  Score: Raw -838157.159296 + Penalty 2997.301629 = -835159.857666
  nChanged 194
		SP:Iteration 14Q (31066.920000 sec): 3 clusters
  Score: Raw -838282.606508 + Penalty 2997.301629 = -835285.304879
  nChanged 156
		SP:Iteration 15Q (31067.190000 sec): 3 clusters
  Score: Raw -838377.477442 + Penalty 2997.301629 = -835380.175813
  nChanged 138
		SP:Iteration 16Q (31067.430000 sec): 3 clusters
  Score: Raw -838468.517255 + Penalty 2997.301629 = -835471.215625
  nChanged 116
		SP:Iteration 17Q (31067.670000 sec): 3 clusters
  Score: Raw -838537.404925 + Penalty 2997.301629 = -835540.103295
  nChanged 99
		SP:Iteration 18Q (31067.870000 sec): 3 clusters
  Score: Raw -838596.517986 + Penalty 2997.301629 = -835599.216357
  nChanged 81
		SP:Iteration 19Q (31068.090000 sec): 3 clusters
  Score: Raw -838652.670173 + Penalty 2997.301629 = -835655.368543
  nChanged 69
		SP:Iteration 20F (31068.280000 sec): 3 clusters
  Score: Raw -838695.220880 + Penalty 2997.301629 = -835697.919251
  nChanged 73
		SP:Iteration 21Q (31068.480000 sec): 3 clusters
  Score: Raw -838739.208542 + Penalty 2997.301629 = -835741.906913
  nChanged 56
		SP:Iteration 22Q (31068.710000 sec): 3 clusters
  Score: Raw -838771.088856 + Penalty 2997.301629 = -835773.787227
  nChanged 42
		SP:Iteration 23Q (31068.950000 sec): 3 clusters
  Score: Raw -838792.559893 + Penalty 2997.301629 = -835795.258264
  nChanged 35
		SP:Iteration 24Q (31069.150000 sec): 3 clusters
  Score: Raw -838815.422031 + Penalty 2997.301629 = -835818.120402
  nChanged 38
		SP:Iteration 25Q (31069.400000 sec): 3 clusters
  Score: Raw -838837.076899 + Penalty 2997.301629 = -835839.775270
  nChanged 36
		SP:Iteration 26Q (31069.590000 sec): 3 clusters
  Score: Raw -838857.974033 + Penalty 2997.301629 = -835860.672403
  nChanged 32
		SP:Iteration 27Q (31069.830000 sec): 3 clusters
  Score: Raw -838883.450194 + Penalty 2997.301629 = -835886.148565
  nChanged 31
		SP:Iteration 28Q (31070.050000 sec): 3 clusters
  Score: Raw -838907.351164 + Penalty 2997.301629 = -835910.049535
  nChanged 28
		SP:Iteration 29Q (31070.370000 sec): 3 clusters
  Score: Raw -838924.988577 + Penalty 2997.301629 = -835927.686948
  nChanged 15
		SP:Iteration 30Q (31070.540000 sec): 3 clusters
  Score: Raw -838934.936294 + Penalty 2997.301629 = -835937.634665
  nChanged 16
		SP:Iteration 31Q (31070.720000 sec): 3 clusters
  Score: Raw -838944.939293 + Penalty 2997.301629 = -835947.637663
  nChanged 13
		SP:Iteration 32Q (31070.930000 sec): 3 clusters
  Score: Raw -838951.395794 + Penalty 2997.301629 = -835954.094164
  nChanged 7
		SP:Iteration 33Q (31071.160000 sec): 3 clusters
  Score: Raw -838955.228885 + Penalty 2997.301629 = -835957.927256
  nChanged 8
		SP:Iteration 34Q (31071.350000 sec): 3 clusters
  Score: Raw -838960.226639 + Penalty 2997.301629 = -835962.925010
  nChanged 6
		SP:Iteration 35Q (31071.610000 sec): 3 clusters
  Score: Raw -838963.232560 + Penalty 2997.301629 = -835965.930931
  nChanged 7
		SP:Iteration 36Q (31071.850000 sec): 3 clusters
  Score: Raw -838966.023018 + Penalty 2997.301629 = -835968.721389
  nChanged 6
		SP:Iteration 37Q (31072.080000 sec): 3 clusters
  Score: Raw -838969.555724 + Penalty 2997.301629 = -835972.254095
  nChanged 5
		SP:Iteration 38Q (31072.300000 sec): 3 clusters
  Score: Raw -838972.039015 + Penalty 2997.301629 = -835974.737385
  nChanged 2
		SP:Iteration 39Q (31072.510000 sec): 3 clusters
  Score: Raw -838972.435718 + Penalty 2997.301629 = -835975.134089
  nChanged 2
		SP:Iteration 40F (31072.720000 sec): 3 clusters
  Score: Raw -838972.963077 + Penalty 2997.301629 = -835975.661447
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 39 (3437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31072.820000 sec): 2 clusters
  Score: Raw -296327.708229 + Penalty 1323.132570 = -295004.575659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31073.030000 sec): 3 clusters
  Score: Raw -294617.752791 + Penalty 2646.265140 = -291971.487651
  nChanged 1332
		SP:Iteration 1F (31073.190000 sec): 3 clusters
  Score: Raw -295383.527280 + Penalty 2646.265140 = -292737.262140
  nChanged 272
		SP:Iteration 2F (31073.350000 sec): 3 clusters
  Score: Raw -295555.211595 + Penalty 2646.265140 = -292908.946455
  nChanged 192
		SP:Iteration 3F (31073.530000 sec): 3 clusters
  Score: Raw -295652.120890 + Penalty 2646.265140 = -293005.855750
  nChanged 121
		SP:Iteration 4Q (31073.720000 sec): 3 clusters
  Score: Raw -295716.965380 + Penalty 2646.265140 = -293070.700240
  nChanged 103
		SP:Iteration 5Q (31073.860000 sec): 3 clusters
  Score: Raw -295773.175900 + Penalty 2646.265140 = -293126.910760
  nChanged 84
		SP:Iteration 6Q (31074.060000 sec): 3 clusters
  Score: Raw -295821.222217 + Penalty 2646.265140 = -293174.957077
  nChanged 82
		SP:Iteration 7Q (31074.210000 sec): 3 clusters
  Score: Raw -295861.289668 + Penalty 2646.265140 = -293215.024528
  nChanged 72
		SP:Iteration 8Q (31074.380000 sec): 3 clusters
  Score: Raw -295901.860296 + Penalty 2646.265140 = -293255.595156
  nChanged 76
		SP:Iteration 9Q (31074.540000 sec): 3 clusters
  Score: Raw -295942.276606 + Penalty 2646.265140 = -293296.011466
  nChanged 67
		SP:Iteration 10Q (31074.720000 sec): 3 clusters
  Score: Raw -295973.500677 + Penalty 2646.265140 = -293327.235537
  nChanged 52
		SP:Iteration 11Q (31074.910000 sec): 3 clusters
  Score: Raw -295996.431583 + Penalty 2646.265140 = -293350.166443
  nChanged 57
		SP:Iteration 12Q (31075.110000 sec): 3 clusters
  Score: Raw -296026.013753 + Penalty 2646.265140 = -293379.748613
  nChanged 58
		SP:Iteration 13Q (31075.210000 sec): 3 clusters
  Score: Raw -296057.039608 + Penalty 2646.265140 = -293410.774468
  nChanged 56
		SP:Iteration 14Q (31075.390000 sec): 3 clusters
  Score: Raw -296086.084478 + Penalty 2646.265140 = -293439.819338
  nChanged 58
		SP:Iteration 15Q (31075.560000 sec): 3 clusters
  Score: Raw -296114.651375 + Penalty 2646.265140 = -293468.386235
  nChanged 56
		SP:Iteration 16Q (31075.720000 sec): 3 clusters
  Score: Raw -296139.465917 + Penalty 2646.265140 = -293493.200777
  nChanged 52
		SP:Iteration 17Q (31075.890000 sec): 3 clusters
  Score: Raw -296165.831944 + Penalty 2646.265140 = -293519.566804
  nChanged 47
		SP:Iteration 18Q (31076.060000 sec): 3 clusters
  Score: Raw -296187.509859 + Penalty 2646.265140 = -293541.244719
  nChanged 50
		SP:Iteration 19Q (31076.260000 sec): 3 clusters
  Score: Raw -296215.093966 + Penalty 2646.265140 = -293568.828826
  nChanged 51
		SP:Iteration 20F (31076.440000 sec): 3 clusters
  Score: Raw -296241.026367 + Penalty 2646.265140 = -293594.761227
  nChanged 51
		SP:Iteration 21Q (31076.570000 sec): 3 clusters
  Score: Raw -296269.319658 + Penalty 2646.265140 = -293623.054518
  nChanged 54
		SP:Iteration 22Q (31076.710000 sec): 3 clusters
  Score: Raw -296303.013763 + Penalty 2646.265140 = -293656.748623
  nChanged 52
		SP:Iteration 23Q (31076.900000 sec): 3 clusters
  Score: Raw -296335.391407 + Penalty 2646.265140 = -293689.126267
  nChanged 35
		SP:Iteration 24Q (31077.020000 sec): 3 clusters
  Score: Raw -296358.434219 + Penalty 2646.265140 = -293712.169079
  nChanged 33
		SP:Iteration 25Q (31077.210000 sec): 3 clusters
  Score: Raw -296382.133714 + Penalty 2646.265140 = -293735.868574
  nChanged 28
		SP:Iteration 26Q (31077.390000 sec): 3 clusters
  Score: Raw -296402.525850 + Penalty 2646.265140 = -293756.260710
  nChanged 20
		SP:Iteration 27Q (31077.570000 sec): 3 clusters
  Score: Raw -296415.917455 + Penalty 2646.265140 = -293769.652315
  nChanged 13
		SP:Iteration 28Q (31077.720000 sec): 3 clusters
  Score: Raw -296424.129359 + Penalty 2646.265140 = -293777.864219
  nChanged 14
		SP:Iteration 29Q (31077.870000 sec): 3 clusters
  Score: Raw -296433.574178 + Penalty 2646.265140 = -293787.309038
  nChanged 5
		SP:Iteration 30Q (31078.050000 sec): 3 clusters
  Score: Raw -296436.124180 + Penalty 2646.265140 = -293789.859040
  nChanged 6
		SP:Iteration 31Q (31078.200000 sec): 3 clusters
  Score: Raw -296439.860651 + Penalty 2646.265140 = -293793.595511
  nChanged 8
		SP:Iteration 32Q (31078.400000 sec): 3 clusters
  Score: Raw -296447.064238 + Penalty 2646.265140 = -293800.799098
  nChanged 12
		SP:Iteration 33Q (31078.570000 sec): 3 clusters
  Score: Raw -296453.839714 + Penalty 2646.265140 = -293807.574574
  nChanged 6
		SP:Iteration 34Q (31078.710000 sec): 3 clusters
  Score: Raw -296459.728251 + Penalty 2646.265140 = -293813.463111
  nChanged 4
		SP:Iteration 35Q (31078.820000 sec): 3 clusters
  Score: Raw -296462.524977 + Penalty 2646.265140 = -293816.259837
  nChanged 6
		SP:Iteration 36Q (31078.920000 sec): 3 clusters
  Score: Raw -296467.525441 + Penalty 2646.265140 = -293821.260301
  nChanged 7
		SP:Iteration 37Q (31079.040000 sec): 3 clusters
  Score: Raw -296472.901468 + Penalty 2646.265140 = -293826.636328
  nChanged 4
		SP:Iteration 38Q (31079.150000 sec): 3 clusters
  Score: Raw -296475.774340 + Penalty 2646.265140 = -293829.509200
  nChanged 6
		SP:Iteration 39Q (31079.260000 sec): 3 clusters
  Score: Raw -296480.700050 + Penalty 2646.265140 = -293834.434910
  nChanged 6
		SP:Iteration 40F (31079.400000 sec): 3 clusters
  Score: Raw -296485.630062 + Penalty 2646.265140 = -293839.364922
  nChanged 2
		SP:Iteration 41Q (31079.540000 sec): 3 clusters
  Score: Raw -296487.279426 + Penalty 2646.265140 = -293841.014286
  nChanged 0
		SP:Iteration 42F (31079.760000 sec): 3 clusters
  Score: Raw -296487.279426 + Penalty 2646.265140 = -293841.014286
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 40 (6912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31079.890000 sec): 2 clusters
  Score: Raw -576306.141549 + Penalty 1436.664825 = -574869.476723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31080.100000 sec): 3 clusters
  Score: Raw -572703.274353 + Penalty 2873.329651 = -569829.944702
  nChanged 2804
		SP:Iteration 1F (31080.330000 sec): 3 clusters
  Score: Raw -574456.010877 + Penalty 2873.329651 = -571582.681226
  nChanged 621
		SP:Iteration 2F (31080.530000 sec): 3 clusters
  Score: Raw -574981.816829 + Penalty 2873.329651 = -572108.487178
  nChanged 534
		SP:Iteration 3F (31080.780000 sec): 3 clusters
  Score: Raw -575442.612270 + Penalty 2873.329651 = -572569.282619
  nChanged 511
		SP:Iteration 4F (31081.000000 sec): 3 clusters
  Score: Raw -575862.614693 + Penalty 2873.329651 = -572989.285042
  nChanged 415
		SP:Iteration 5F (31081.200000 sec): 3 clusters
  Score: Raw -576148.570962 + Penalty 2873.329651 = -573275.241311
  nChanged 325
		SP:Iteration 6Q (31081.390000 sec): 3 clusters
  Score: Raw -576327.667097 + Penalty 2873.329651 = -573454.337446
  nChanged 239
		SP:Iteration 7Q (31081.610000 sec): 3 clusters
  Score: Raw -576443.211147 + Penalty 2873.329651 = -573569.881496
  nChanged 168
		SP:Iteration 8Q (31081.790000 sec): 3 clusters
  Score: Raw -576515.589305 + Penalty 2873.329651 = -573642.259654
  nChanged 116
		SP:Iteration 9Q (31082.050000 sec): 3 clusters
  Score: Raw -576559.619358 + Penalty 2873.329651 = -573686.289708
  nChanged 93
		SP:Iteration 10Q (31082.210000 sec): 3 clusters
  Score: Raw -576591.846688 + Penalty 2873.329651 = -573718.517037
  nChanged 80
		SP:Iteration 11Q (31082.430000 sec): 3 clusters
  Score: Raw -576616.238685 + Penalty 2873.329651 = -573742.909034
  nChanged 66
		SP:Iteration 12Q (31082.630000 sec): 3 clusters
  Score: Raw -576633.322171 + Penalty 2873.329651 = -573759.992520
  nChanged 53
		SP:Iteration 13Q (31082.840000 sec): 3 clusters
  Score: Raw -576647.250971 + Penalty 2873.329651 = -573773.921320
  nChanged 34
		SP:Iteration 14Q (31083.030000 sec): 3 clusters
  Score: Raw -576654.241601 + Penalty 2873.329651 = -573780.911950
  nChanged 23
		SP:Iteration 15Q (31083.200000 sec): 3 clusters
  Score: Raw -576659.141790 + Penalty 2873.329651 = -573785.812139
  nChanged 28
		SP:Iteration 16Q (31083.480000 sec): 3 clusters
  Score: Raw -576663.394360 + Penalty 2873.329651 = -573790.064709
  nChanged 18
		SP:Iteration 17Q (31083.660000 sec): 3 clusters
  Score: Raw -576665.939194 + Penalty 2873.329651 = -573792.609543
  nChanged 14
		SP:Iteration 18Q (31083.840000 sec): 3 clusters
  Score: Raw -576668.413299 + Penalty 2873.329651 = -573795.083648
  nChanged 10
		SP:Iteration 19Q (31084.010000 sec): 3 clusters
  Score: Raw -576670.096198 + Penalty 2873.329651 = -573796.766547
  nChanged 10
		SP:Iteration 20F (31084.220000 sec): 3 clusters
  Score: Raw -576671.406158 + Penalty 2873.329651 = -573798.076508
  nChanged 6
		SP:Iteration 21Q (31084.420000 sec): 3 clusters
  Score: Raw -576672.153376 + Penalty 2873.329651 = -573798.823725
  nChanged 4
		SP:Iteration 22Q (31084.610000 sec): 3 clusters
  Score: Raw -576672.707623 + Penalty 2873.329651 = -573799.377972
  nChanged 0
		SP:Iteration 23F (31084.830000 sec): 3 clusters
  Score: Raw -576672.707623 + Penalty 2873.329651 = -573799.377972
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 41 (9334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31084.960000 sec): 2 clusters
  Score: Raw -746617.489435 + Penalty 1485.480576 = -745132.008859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31085.220000 sec): 3 clusters
  Score: Raw -741383.126736 + Penalty 2970.961151 = -738412.165585
  nChanged 3988
		SP:Iteration 1F (31085.460000 sec): 3 clusters
  Score: Raw -743532.469745 + Penalty 2970.961151 = -740561.508594
  nChanged 569
		SP:Iteration 2F (31085.680000 sec): 3 clusters
  Score: Raw -743807.304392 + Penalty 2970.961151 = -740836.343241
  nChanged 485
		SP:Iteration 3F (31085.910000 sec): 3 clusters
  Score: Raw -744025.632807 + Penalty 2970.961151 = -741054.671656
  nChanged 420
		SP:Iteration 4Q (31086.130000 sec): 3 clusters
  Score: Raw -744211.369749 + Penalty 2970.961151 = -741240.408598
  nChanged 382
		SP:Iteration 5Q (31086.340000 sec): 3 clusters
  Score: Raw -744366.399230 + Penalty 2970.961151 = -741395.438079
  nChanged 339
		SP:Iteration 6Q (31086.550000 sec): 3 clusters
  Score: Raw -744524.862923 + Penalty 2970.961151 = -741553.901772
  nChanged 359
		SP:Iteration 7Q (31086.750000 sec): 3 clusters
  Score: Raw -744710.270711 + Penalty 2970.961151 = -741739.309560
  nChanged 341
		SP:Iteration 8Q (31086.960000 sec): 3 clusters
  Score: Raw -744901.232466 + Penalty 2970.961151 = -741930.271315
  nChanged 372
		SP:Iteration 9Q (31087.180000 sec): 3 clusters
  Score: Raw -745133.556799 + Penalty 2970.961151 = -742162.595648
  nChanged 405
		SP:Iteration 10Q (31087.360000 sec): 3 clusters
  Score: Raw -745435.778185 + Penalty 2970.961151 = -742464.817034
  nChanged 404
		SP:Iteration 11Q (31087.630000 sec): 3 clusters
  Score: Raw -745749.476361 + Penalty 2970.961151 = -742778.515210
  nChanged 349
		SP:Iteration 12Q (31087.940000 sec): 3 clusters
  Score: Raw -746050.403994 + Penalty 2970.961151 = -743079.442843
  nChanged 278
		SP:Iteration 13Q (31088.200000 sec): 3 clusters
  Score: Raw -746326.010083 + Penalty 2970.961151 = -743355.048932
  nChanged 194
		SP:Iteration 14Q (31088.360000 sec): 3 clusters
  Score: Raw -746525.474684 + Penalty 2970.961151 = -743554.513533
  nChanged 135
		SP:Iteration 15Q (31088.650000 sec): 3 clusters
  Score: Raw -746636.026740 + Penalty 2970.961151 = -743665.065588
  nChanged 89
		SP:Iteration 16Q (31088.870000 sec): 3 clusters
  Score: Raw -746702.221793 + Penalty 2970.961151 = -743731.260642
  nChanged 71
		SP:Iteration 17Q (31089.140000 sec): 3 clusters
  Score: Raw -746756.074607 + Penalty 2970.961151 = -743785.113456
  nChanged 58
		SP:Iteration 18Q (31089.360000 sec): 3 clusters
  Score: Raw -746794.968678 + Penalty 2970.961151 = -743824.007527
  nChanged 46
		SP:Iteration 19Q (31089.580000 sec): 3 clusters
  Score: Raw -746826.384994 + Penalty 2970.961151 = -743855.423843
  nChanged 32
		SP:Iteration 20F (31089.840000 sec): 3 clusters
  Score: Raw -746847.499107 + Penalty 2970.961151 = -743876.537956
  nChanged 37
		SP:Iteration 21Q (31090.040000 sec): 3 clusters
  Score: Raw -746867.842508 + Penalty 2970.961151 = -743896.881357
  nChanged 28
		SP:Iteration 22Q (31090.260000 sec): 3 clusters
  Score: Raw -746884.226627 + Penalty 2970.961151 = -743913.265476
  nChanged 15
		SP:Iteration 23Q (31090.490000 sec): 3 clusters
  Score: Raw -746894.984467 + Penalty 2970.961151 = -743924.023316
  nChanged 17
		SP:Iteration 24Q (31090.720000 sec): 3 clusters
  Score: Raw -746905.324778 + Penalty 2970.961151 = -743934.363627
  nChanged 12
		SP:Iteration 25Q (31090.960000 sec): 3 clusters
  Score: Raw -746911.628119 + Penalty 2970.961151 = -743940.666968
  nChanged 14
		SP:Iteration 26Q (31091.150000 sec): 3 clusters
  Score: Raw -746918.068299 + Penalty 2970.961151 = -743947.107148
  nChanged 12
		SP:Iteration 27Q (31091.360000 sec): 3 clusters
  Score: Raw -746925.141847 + Penalty 2970.961151 = -743954.180696
  nChanged 6
		SP:Iteration 28Q (31091.600000 sec): 3 clusters
  Score: Raw -746927.347809 + Penalty 2970.961151 = -743956.386658
  nChanged 2
		SP:Iteration 29Q (31091.810000 sec): 3 clusters
  Score: Raw -746928.030367 + Penalty 2970.961151 = -743957.069216
  nChanged 2
		SP:Iteration 30Q (31092.070000 sec): 3 clusters
  Score: Raw -746928.654210 + Penalty 2970.961151 = -743957.693059
  nChanged 0
		SP:Iteration 31F (31092.300000 sec): 3 clusters
  Score: Raw -746928.654210 + Penalty 2970.961151 = -743957.693059
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 42 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31092.400000 sec): 2 clusters
  Score: Raw -43339.896402 + Penalty 1002.561744 = -42337.334658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31092.570000 sec): 3 clusters
  Score: Raw -43258.356748 + Penalty 2005.123488 = -41253.233260
  nChanged 102
		SP:Iteration 1F (31092.750000 sec): 3 clusters
  Score: Raw -43404.184965 + Penalty 2005.123488 = -41399.061477
  nChanged 28
		SP:Iteration 2F (31092.930000 sec): 3 clusters
  Score: Raw -43449.454246 + Penalty 2005.123488 = -41444.330758
  nChanged 10
		SP:Iteration 3Q (31093.170000 sec): 3 clusters
  Score: Raw -43464.098314 + Penalty 2005.123488 = -41458.974826
  nChanged 3
		SP:Iteration 4Q (31093.360000 sec): 3 clusters
  Score: Raw -43470.231064 + Penalty 2005.123488 = -41465.107576
  nChanged 3
		SP:Iteration 5Q (31093.460000 sec): 3 clusters
  Score: Raw -43473.652381 + Penalty 2005.123488 = -41468.528893
  nChanged 1
		SP:Iteration 6Q (31093.620000 sec): 3 clusters
  Score: Raw -43475.083530 + Penalty 2005.123488 = -41469.960042
  nChanged 1
		SP:Iteration 7Q (31093.780000 sec): 3 clusters
  Score: Raw -43475.604069 + Penalty 2005.123488 = -41470.480581
  nChanged 0
		SP:Iteration 8F (31093.970000 sec): 3 clusters
  Score: Raw -43475.604069 + Penalty 2005.123488 = -41470.480581
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 43 (9597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31094.100000 sec): 2 clusters
  Score: Raw -780124.929661 + Penalty 1489.995947 = -778634.933714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31094.400000 sec): 3 clusters
  Score: Raw -774734.169496 + Penalty 2979.991894 = -771754.177602
  nChanged 4083
		SP:Iteration 1F (31094.630000 sec): 3 clusters
  Score: Raw -776926.373539 + Penalty 2979.991894 = -773946.381645
  nChanged 609
		SP:Iteration 2F (31094.820000 sec): 3 clusters
  Score: Raw -777202.758271 + Penalty 2979.991894 = -774222.766376
  nChanged 507
		SP:Iteration 3F (31095.040000 sec): 3 clusters
  Score: Raw -777416.383277 + Penalty 2979.991894 = -774436.391383
  nChanged 433
		SP:Iteration 4Q (31095.320000 sec): 3 clusters
  Score: Raw -777606.839162 + Penalty 2979.991894 = -774626.847268
  nChanged 420
		SP:Iteration 5Q (31095.490000 sec): 3 clusters
  Score: Raw -777788.227042 + Penalty 2979.991894 = -774808.235148
  nChanged 378
		SP:Iteration 6Q (31095.780000 sec): 3 clusters
  Score: Raw -777952.922963 + Penalty 2979.991894 = -774972.931069
  nChanged 353
		SP:Iteration 7Q (31095.980000 sec): 3 clusters
  Score: Raw -778112.558175 + Penalty 2979.991894 = -775132.566281
  nChanged 363
		SP:Iteration 8Q (31096.200000 sec): 3 clusters
  Score: Raw -778281.508137 + Penalty 2979.991894 = -775301.516243
  nChanged 366
		SP:Iteration 9Q (31096.460000 sec): 3 clusters
  Score: Raw -778458.631185 + Penalty 2979.991894 = -775478.639290
  nChanged 360
		SP:Iteration 10Q (31096.690000 sec): 3 clusters
  Score: Raw -778642.741139 + Penalty 2979.991894 = -775662.749244
  nChanged 384
		SP:Iteration 11Q (31096.870000 sec): 3 clusters
  Score: Raw -778864.674668 + Penalty 2979.991894 = -775884.682774
  nChanged 408
		SP:Iteration 12Q (31097.140000 sec): 3 clusters
  Score: Raw -779109.131401 + Penalty 2979.991894 = -776129.139507
  nChanged 385
		SP:Iteration 13Q (31097.360000 sec): 3 clusters
  Score: Raw -779380.721560 + Penalty 2979.991894 = -776400.729665
  nChanged 350
		SP:Iteration 14Q (31097.640000 sec): 3 clusters
  Score: Raw -779634.986070 + Penalty 2979.991894 = -776654.994175
  nChanged 263
		SP:Iteration 15Q (31097.860000 sec): 3 clusters
  Score: Raw -779830.805734 + Penalty 2979.991894 = -776850.813840
  nChanged 223
		SP:Iteration 16Q (31098.100000 sec): 3 clusters
  Score: Raw -780005.230784 + Penalty 2979.991894 = -777025.238890
  nChanged 169
		SP:Iteration 17Q (31098.370000 sec): 3 clusters
  Score: Raw -780147.692014 + Penalty 2979.991894 = -777167.700119
  nChanged 134
		SP:Iteration 18Q (31098.600000 sec): 3 clusters
  Score: Raw -780262.869536 + Penalty 2979.991894 = -777282.877642
  nChanged 79
		SP:Iteration 19Q (31098.830000 sec): 3 clusters
  Score: Raw -780316.703242 + Penalty 2979.991894 = -777336.711348
  nChanged 46
		SP:Iteration 20F (31099.050000 sec): 3 clusters
  Score: Raw -780355.524186 + Penalty 2979.991894 = -777375.532292
  nChanged 35
		SP:Iteration 21Q (31099.220000 sec): 3 clusters
  Score: Raw -780387.928558 + Penalty 2979.991894 = -777407.936664
  nChanged 29
		SP:Iteration 22Q (31099.490000 sec): 3 clusters
  Score: Raw -780417.685370 + Penalty 2979.991894 = -777437.693476
  nChanged 19
		SP:Iteration 23Q (31099.680000 sec): 3 clusters
  Score: Raw -780431.211421 + Penalty 2979.991894 = -777451.219527
  nChanged 10
		SP:Iteration 24Q (31099.920000 sec): 3 clusters
  Score: Raw -780437.946639 + Penalty 2979.991894 = -777457.954745
  nChanged 5
		SP:Iteration 25Q (31100.160000 sec): 3 clusters
  Score: Raw -780443.743338 + Penalty 2979.991894 = -777463.751444
  nChanged 3
		SP:Iteration 26Q (31100.430000 sec): 3 clusters
  Score: Raw -780446.646522 + Penalty 2979.991894 = -777466.654628
  nChanged 0
		SP:Iteration 27F (31100.680000 sec): 3 clusters
  Score: Raw -780446.646522 + Penalty 2979.991894 = -777466.654628
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 44 (3363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31100.830000 sec): 2 clusters
  Score: Raw -279707.947804 + Penalty 1319.595666 = -278388.352138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31101.100000 sec): 3 clusters
  Score: Raw -278080.607720 + Penalty 2639.191331 = -275441.416389
  nChanged 1301
		SP:Iteration 1F (31101.300000 sec): 3 clusters
  Score: Raw -278929.842384 + Penalty 2639.191331 = -276290.651053
  nChanged 317
		SP:Iteration 2F (31101.530000 sec): 3 clusters
  Score: Raw -279220.247400 + Penalty 2639.191331 = -276581.056069
  nChanged 257
		SP:Iteration 3F (31101.730000 sec): 3 clusters
  Score: Raw -279490.895493 + Penalty 2639.191331 = -276851.704162
  nChanged 226
		SP:Iteration 4F (31101.920000 sec): 3 clusters
  Score: Raw -279760.180037 + Penalty 2639.191331 = -277120.988705
  nChanged 176
		SP:Iteration 5F (31102.090000 sec): 3 clusters
  Score: Raw -279947.219258 + Penalty 2639.191331 = -277308.027927
  nChanged 150
		SP:Iteration 6Q (31102.340000 sec): 3 clusters
  Score: Raw -280080.207398 + Penalty 2639.191331 = -277441.016067
  nChanged 127
		SP:Iteration 7Q (31102.500000 sec): 3 clusters
  Score: Raw -280203.653013 + Penalty 2639.191331 = -277564.461682
  nChanged 105
		SP:Iteration 8Q (31102.730000 sec): 3 clusters
  Score: Raw -280286.161012 + Penalty 2639.191331 = -277646.969681
  nChanged 91
		SP:Iteration 9Q (31102.890000 sec): 3 clusters
  Score: Raw -280364.355003 + Penalty 2639.191331 = -277725.163672
  nChanged 97
		SP:Iteration 10Q (31103.120000 sec): 3 clusters
  Score: Raw -280429.533808 + Penalty 2639.191331 = -277790.342477
  nChanged 76
		SP:Iteration 11Q (31103.330000 sec): 3 clusters
  Score: Raw -280470.544395 + Penalty 2639.191331 = -277831.353064
  nChanged 54
		SP:Iteration 12Q (31103.520000 sec): 3 clusters
  Score: Raw -280498.759876 + Penalty 2639.191331 = -277859.568544
  nChanged 37
		SP:Iteration 13Q (31103.700000 sec): 3 clusters
  Score: Raw -280513.059188 + Penalty 2639.191331 = -277873.867856
  nChanged 25
		SP:Iteration 14Q (31103.930000 sec): 3 clusters
  Score: Raw -280521.890327 + Penalty 2639.191331 = -277882.698996
  nChanged 19
		SP:Iteration 15Q (31104.130000 sec): 3 clusters
  Score: Raw -280526.902657 + Penalty 2639.191331 = -277887.711326
  nChanged 11
		SP:Iteration 16Q (31104.360000 sec): 3 clusters
  Score: Raw -280530.711314 + Penalty 2639.191331 = -277891.519982
  nChanged 4
		SP:Iteration 17Q (31104.550000 sec): 3 clusters
  Score: Raw -280532.021733 + Penalty 2639.191331 = -277892.830401
  nChanged 2
		SP:Iteration 18Q (31104.780000 sec): 3 clusters
  Score: Raw -280532.283803 + Penalty 2639.191331 = -277893.092472
  nChanged 1
		SP:Iteration 19Q (31104.950000 sec): 3 clusters
  Score: Raw -280532.366457 + Penalty 2639.191331 = -277893.175125
  nChanged 0
		SP:Iteration 20F (31105.180000 sec): 3 clusters
  Score: Raw -280532.366457 + Penalty 2639.191331 = -277893.175125
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 45 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31105.270000 sec): 2 clusters
  Score: Raw -19026.425410 + Penalty 915.071915 = -18111.353495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31105.460000 sec): 3 clusters
  Score: Raw -19117.205384 + Penalty 1830.143829 = -17287.061555
  nChanged 55
		SP:Iteration 1F (31105.670000 sec): 3 clusters
  Score: Raw -19254.921575 + Penalty 1830.143829 = -17424.777746
  nChanged 13
		SP:Iteration 2Q (31105.860000 sec): 3 clusters
  Score: Raw -19307.250448 + Penalty 1830.143829 = -17477.106619
  nChanged 11
		SP:Iteration 3Q (31106.050000 sec): 3 clusters
  Score: Raw -19350.946607 + Penalty 1830.143829 = -17520.802778
  nChanged 6
		SP:Iteration 4Q (31106.250000 sec): 3 clusters
  Score: Raw -19368.174908 + Penalty 1830.143829 = -17538.031078
  nChanged 5
		SP:Iteration 5Q (31106.450000 sec): 3 clusters
  Score: Raw -19379.535794 + Penalty 1830.143829 = -17549.391965
  nChanged 1
		SP:Iteration 6Q (31106.670000 sec): 3 clusters
  Score: Raw -19380.841956 + Penalty 1830.143829 = -17550.698127
  nChanged 0
		SP:Iteration 7F (31106.840000 sec): 3 clusters
  Score: Raw -19380.841956 + Penalty 1830.143829 = -17550.698127
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 46 (1781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31106.970000 sec): 2 clusters
  Score: Raw -142343.964725 + Penalty 1216.301171 = -141127.663554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31107.080000 sec): 3 clusters
  Score: Raw -141599.027469 + Penalty 2432.602342 = -139166.425127
  nChanged 647
		SP:Iteration 1F (31107.270000 sec): 3 clusters
  Score: Raw -142075.430255 + Penalty 2432.602342 = -139642.827913
  nChanged 143
		SP:Iteration 2F (31107.440000 sec): 3 clusters
  Score: Raw -142205.908663 + Penalty 2432.602342 = -139773.306321
  nChanged 87
		SP:Iteration 3Q (31107.630000 sec): 3 clusters
  Score: Raw -142276.255323 + Penalty 2432.602342 = -139843.652981
  nChanged 64
		SP:Iteration 4Q (31107.820000 sec): 3 clusters
  Score: Raw -142322.601812 + Penalty 2432.602342 = -139889.999470
  nChanged 43
		SP:Iteration 5Q (31108.000000 sec): 3 clusters
  Score: Raw -142360.335040 + Penalty 2432.602342 = -139927.732698
  nChanged 36
		SP:Iteration 6Q (31108.140000 sec): 3 clusters
  Score: Raw -142392.419446 + Penalty 2432.602342 = -139959.817104
  nChanged 28
		SP:Iteration 7Q (31108.320000 sec): 3 clusters
  Score: Raw -142407.408806 + Penalty 2432.602342 = -139974.806464
  nChanged 15
		SP:Iteration 8Q (31108.460000 sec): 3 clusters
  Score: Raw -142416.139106 + Penalty 2432.602342 = -139983.536764
  nChanged 17
		SP:Iteration 9Q (31108.690000 sec): 3 clusters
  Score: Raw -142426.299241 + Penalty 2432.602342 = -139993.696899
  nChanged 17
		SP:Iteration 10Q (31108.860000 sec): 3 clusters
  Score: Raw -142437.156011 + Penalty 2432.602342 = -140004.553669
  nChanged 14
		SP:Iteration 11Q (31109.070000 sec): 3 clusters
  Score: Raw -142443.028696 + Penalty 2432.602342 = -140010.426354
  nChanged 5
		SP:Iteration 12Q (31109.220000 sec): 3 clusters
  Score: Raw -142445.124927 + Penalty 2432.602342 = -140012.522585
  nChanged 3
		SP:Iteration 13Q (31109.390000 sec): 3 clusters
  Score: Raw -142447.077589 + Penalty 2432.602342 = -140014.475247
  nChanged 6
		SP:Iteration 14Q (31109.570000 sec): 3 clusters
  Score: Raw -142450.736516 + Penalty 2432.602342 = -140018.134174
  nChanged 6
		SP:Iteration 15Q (31109.780000 sec): 3 clusters
  Score: Raw -142453.926407 + Penalty 2432.602342 = -140021.324065
  nChanged 5
		SP:Iteration 16Q (31109.990000 sec): 3 clusters
  Score: Raw -142455.769851 + Penalty 2432.602342 = -140023.167509
  nChanged 1
		SP:Iteration 17Q (31110.180000 sec): 3 clusters
  Score: Raw -142456.233348 + Penalty 2432.602342 = -140023.631006
  nChanged 2
		SP:Iteration 18Q (31110.350000 sec): 3 clusters
  Score: Raw -142457.194545 + Penalty 2432.602342 = -140024.592203
  nChanged 0
		SP:Iteration 19F (31110.520000 sec): 3 clusters
  Score: Raw -142457.194545 + Penalty 2432.602342 = -140024.592203
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 47 (7187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31110.680000 sec): 2 clusters
  Score: Raw -600057.727450 + Penalty 1443.004732 = -598614.722718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31110.900000 sec): 3 clusters
  Score: Raw -596151.031520 + Penalty 2886.009463 = -593265.022057
  nChanged 3019
		SP:Iteration 1F (31111.140000 sec): 3 clusters
  Score: Raw -597764.269985 + Penalty 2886.009463 = -594878.260522
  nChanged 468
		SP:Iteration 2F (31111.310000 sec): 3 clusters
  Score: Raw -597952.568901 + Penalty 2886.009463 = -595066.559438
  nChanged 319
		SP:Iteration 3Q (31111.520000 sec): 3 clusters
  Score: Raw -598078.023048 + Penalty 2886.009463 = -595192.013585
  nChanged 260
		SP:Iteration 4Q (31111.760000 sec): 3 clusters
  Score: Raw -598175.169774 + Penalty 2886.009463 = -595289.160311
  nChanged 232
		SP:Iteration 5Q (31111.890000 sec): 3 clusters
  Score: Raw -598261.627271 + Penalty 2886.009463 = -595375.617808
  nChanged 214
		SP:Iteration 6Q (31112.090000 sec): 3 clusters
  Score: Raw -598346.619808 + Penalty 2886.009463 = -595460.610344
  nChanged 216
		SP:Iteration 7Q (31112.420000 sec): 3 clusters
  Score: Raw -598426.934842 + Penalty 2886.009463 = -595540.925379
  nChanged 192
		SP:Iteration 8Q (31112.650000 sec): 3 clusters
  Score: Raw -598493.554949 + Penalty 2886.009463 = -595607.545486
  nChanged 205
		SP:Iteration 9Q (31112.870000 sec): 3 clusters
  Score: Raw -598561.166221 + Penalty 2886.009463 = -595675.156758
  nChanged 193
		SP:Iteration 10Q (31113.110000 sec): 3 clusters
  Score: Raw -598634.698133 + Penalty 2886.009463 = -595748.688670
  nChanged 192
		SP:Iteration 11Q (31113.330000 sec): 3 clusters
  Score: Raw -598718.042184 + Penalty 2886.009463 = -595832.032721
  nChanged 203
		SP:Iteration 12Q (31113.540000 sec): 3 clusters
  Score: Raw -598810.871212 + Penalty 2886.009463 = -595924.861748
  nChanged 208
		SP:Iteration 13Q (31113.790000 sec): 3 clusters
  Score: Raw -598920.580632 + Penalty 2886.009463 = -596034.571169
  nChanged 236
		SP:Iteration 14Q (31113.990000 sec): 3 clusters
  Score: Raw -599046.088950 + Penalty 2886.009463 = -596160.079487
  nChanged 243
		SP:Iteration 15Q (31114.190000 sec): 3 clusters
  Score: Raw -599184.863571 + Penalty 2886.009463 = -596298.854108
  nChanged 215
		SP:Iteration 16Q (31114.420000 sec): 3 clusters
  Score: Raw -599300.535374 + Penalty 2886.009463 = -596414.525911
  nChanged 201
		SP:Iteration 17Q (31114.640000 sec): 3 clusters
  Score: Raw -599402.439331 + Penalty 2886.009463 = -596516.429867
  nChanged 177
		SP:Iteration 18Q (31114.880000 sec): 3 clusters
  Score: Raw -599508.728942 + Penalty 2886.009463 = -596622.719479
  nChanged 170
		SP:Iteration 19Q (31115.080000 sec): 3 clusters
  Score: Raw -599620.440738 + Penalty 2886.009463 = -596734.431275
  nChanged 160
		SP:Iteration 20F (31115.350000 sec): 3 clusters
  Score: Raw -599730.426723 + Penalty 2886.009463 = -596844.417259
  nChanged 151
		SP:Iteration 21Q (31115.590000 sec): 3 clusters
  Score: Raw -599840.279879 + Penalty 2886.009463 = -596954.270416
  nChanged 129
		SP:Iteration 22Q (31115.800000 sec): 3 clusters
  Score: Raw -599928.749177 + Penalty 2886.009463 = -597042.739714
  nChanged 120
		SP:Iteration 23Q (31116.030000 sec): 3 clusters
  Score: Raw -600001.876299 + Penalty 2886.009463 = -597115.866836
  nChanged 87
		SP:Iteration 24Q (31116.250000 sec): 3 clusters
  Score: Raw -600061.361147 + Penalty 2886.009463 = -597175.351684
  nChanged 88
		SP:Iteration 25Q (31116.520000 sec): 3 clusters
  Score: Raw -600129.175966 + Penalty 2886.009463 = -597243.166503
  nChanged 71
		SP:Iteration 26Q (31116.790000 sec): 3 clusters
  Score: Raw -600177.980565 + Penalty 2886.009463 = -597291.971102
  nChanged 56
		SP:Iteration 27Q (31117.080000 sec): 3 clusters
  Score: Raw -600207.664744 + Penalty 2886.009463 = -597321.655281
  nChanged 40
		SP:Iteration 28Q (31117.300000 sec): 3 clusters
  Score: Raw -600234.204045 + Penalty 2886.009463 = -597348.194582
  nChanged 39
		SP:Iteration 29Q (31117.500000 sec): 3 clusters
  Score: Raw -600255.998515 + Penalty 2886.009463 = -597369.989052
  nChanged 25
		SP:Iteration 30Q (31117.690000 sec): 3 clusters
  Score: Raw -600267.026621 + Penalty 2886.009463 = -597381.017158
  nChanged 19
		SP:Iteration 31Q (31117.960000 sec): 3 clusters
  Score: Raw -600275.240724 + Penalty 2886.009463 = -597389.231261
  nChanged 13
		SP:Iteration 32Q (31118.120000 sec): 3 clusters
  Score: Raw -600282.250372 + Penalty 2886.009463 = -597396.240909
  nChanged 15
		SP:Iteration 33Q (31118.400000 sec): 3 clusters
  Score: Raw -600292.149769 + Penalty 2886.009463 = -597406.140306
  nChanged 19
		SP:Iteration 34Q (31118.610000 sec): 3 clusters
  Score: Raw -600302.241059 + Penalty 2886.009463 = -597416.231595
  nChanged 10
		SP:Iteration 35Q (31118.880000 sec): 3 clusters
  Score: Raw -600306.626644 + Penalty 2886.009463 = -597420.617181
  nChanged 4
		SP:Iteration 36Q (31119.130000 sec): 3 clusters
  Score: Raw -600308.466303 + Penalty 2886.009463 = -597422.456840
  nChanged 7
		SP:Iteration 37Q (31119.360000 sec): 3 clusters
  Score: Raw -600311.226094 + Penalty 2886.009463 = -597425.216630
  nChanged 5
		SP:Iteration 38Q (31119.610000 sec): 3 clusters
  Score: Raw -600313.370124 + Penalty 2886.009463 = -597427.360660
  nChanged 3
		SP:Iteration 39Q (31119.820000 sec): 3 clusters
  Score: Raw -600315.221140 + Penalty 2886.009463 = -597429.211677
  nChanged 4
		SP:Iteration 40F (31120.010000 sec): 3 clusters
  Score: Raw -600317.015851 + Penalty 2886.009463 = -597431.006387
  nChanged 4
		SP:Iteration 41Q (31120.240000 sec): 3 clusters
  Score: Raw -600318.559783 + Penalty 2886.009463 = -597432.550320
  nChanged 5
		SP:Iteration 42Q (31120.420000 sec): 3 clusters
  Score: Raw -600320.998188 + Penalty 2886.009463 = -597434.988725
  nChanged 2
		SP:Iteration 43Q (31120.580000 sec): 3 clusters
  Score: Raw -600322.253736 + Penalty 2886.009463 = -597436.244273
  nChanged 1
		SP:Iteration 44Q (31120.780000 sec): 3 clusters
  Score: Raw -600322.759921 + Penalty 2886.009463 = -597436.750458
  nChanged 1
		SP:Iteration 45Q (31120.990000 sec): 3 clusters
  Score: Raw -600322.946448 + Penalty 2886.009463 = -597436.936985
  nChanged 1
		SP:Iteration 46Q (31121.160000 sec): 3 clusters
  Score: Raw -600324.088459 + Penalty 2886.009463 = -597438.078995
  nChanged 2
		SP:Iteration 47Q (31121.330000 sec): 3 clusters
  Score: Raw -600324.388898 + Penalty 2886.009463 = -597438.379434
  nChanged 1
		SP:Iteration 48Q (31121.510000 sec): 3 clusters
  Score: Raw -600324.621869 + Penalty 2886.009463 = -597438.612405
  nChanged 0
		SP:Iteration 49F (31121.680000 sec): 3 clusters
  Score: Raw -600324.621869 + Penalty 2886.009463 = -597438.612405
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 48 (10104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31121.810000 sec): 2 clusters
  Score: Raw -772701.650376 + Penalty 1498.361583 = -771203.288793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31121.980000 sec): 3 clusters
  Score: Raw -766998.531680 + Penalty 2996.723166 = -764001.808514
  nChanged 4339
		SP:Iteration 1F (31122.180000 sec): 3 clusters
  Score: Raw -769529.850696 + Penalty 2996.723166 = -766533.127531
  nChanged 797
		SP:Iteration 2F (31122.360000 sec): 3 clusters
  Score: Raw -770016.574789 + Penalty 2996.723166 = -767019.851623
  nChanged 674
		SP:Iteration 3F (31122.580000 sec): 3 clusters
  Score: Raw -770405.773323 + Penalty 2996.723166 = -767409.050157
  nChanged 547
		SP:Iteration 4F (31122.800000 sec): 3 clusters
  Score: Raw -770673.930825 + Penalty 2996.723166 = -767677.207659
  nChanged 484
		SP:Iteration 5Q (31123.040000 sec): 3 clusters
  Score: Raw -770882.838671 + Penalty 2996.723166 = -767886.115505
  nChanged 381
		SP:Iteration 6Q (31123.230000 sec): 3 clusters
  Score: Raw -771019.232356 + Penalty 2996.723166 = -768022.509190
  nChanged 322
		SP:Iteration 7Q (31123.450000 sec): 3 clusters
  Score: Raw -771143.376456 + Penalty 2996.723166 = -768146.653290
  nChanged 290
		SP:Iteration 8Q (31123.630000 sec): 3 clusters
  Score: Raw -771251.970738 + Penalty 2996.723166 = -768255.247572
  nChanged 246
		SP:Iteration 9Q (31123.860000 sec): 3 clusters
  Score: Raw -771341.890193 + Penalty 2996.723166 = -768345.167027
  nChanged 228
		SP:Iteration 10Q (31124.020000 sec): 3 clusters
  Score: Raw -771433.164639 + Penalty 2996.723166 = -768436.441473
  nChanged 244
		SP:Iteration 11Q (31124.220000 sec): 3 clusters
  Score: Raw -771536.066857 + Penalty 2996.723166 = -768539.343691
  nChanged 256
		SP:Iteration 12Q (31124.400000 sec): 3 clusters
  Score: Raw -771649.164375 + Penalty 2996.723166 = -768652.441209
  nChanged 247
		SP:Iteration 13Q (31124.620000 sec): 3 clusters
  Score: Raw -771759.195879 + Penalty 2996.723166 = -768762.472714
  nChanged 231
		SP:Iteration 14Q (31124.830000 sec): 3 clusters
  Score: Raw -771863.159816 + Penalty 2996.723166 = -768866.436650
  nChanged 221
		SP:Iteration 15Q (31125.040000 sec): 3 clusters
  Score: Raw -771949.076078 + Penalty 2996.723166 = -768952.352912
  nChanged 207
		SP:Iteration 16Q (31125.240000 sec): 3 clusters
  Score: Raw -772030.040222 + Penalty 2996.723166 = -769033.317056
  nChanged 196
		SP:Iteration 17Q (31125.470000 sec): 3 clusters
  Score: Raw -772110.870989 + Penalty 2996.723166 = -769114.147823
  nChanged 185
		SP:Iteration 18Q (31125.630000 sec): 3 clusters
  Score: Raw -772181.668806 + Penalty 2996.723166 = -769184.945640
  nChanged 161
		SP:Iteration 19Q (31125.820000 sec): 3 clusters
  Score: Raw -772243.493834 + Penalty 2996.723166 = -769246.770668
  nChanged 153
		SP:Iteration 20F (31126.070000 sec): 3 clusters
  Score: Raw -772288.799977 + Penalty 2996.723166 = -769292.076812
  nChanged 108
		SP:Iteration 21Q (31126.260000 sec): 3 clusters
  Score: Raw -772322.649498 + Penalty 2996.723166 = -769325.926333
  nChanged 112
		SP:Iteration 22Q (31126.470000 sec): 3 clusters
  Score: Raw -772366.708168 + Penalty 2996.723166 = -769369.985002
  nChanged 131
		SP:Iteration 23Q (31126.700000 sec): 3 clusters
  Score: Raw -772428.494250 + Penalty 2996.723166 = -769431.771085
  nChanged 150
		SP:Iteration 24Q (31126.910000 sec): 3 clusters
  Score: Raw -772505.852692 + Penalty 2996.723166 = -769509.129526
  nChanged 173
		SP:Iteration 25Q (31127.120000 sec): 3 clusters
  Score: Raw -772601.219796 + Penalty 2996.723166 = -769604.496630
  nChanged 193
		SP:Iteration 26Q (31127.340000 sec): 3 clusters
  Score: Raw -772695.259726 + Penalty 2996.723166 = -769698.536560
  nChanged 177
		SP:Iteration 27Q (31127.570000 sec): 3 clusters
  Score: Raw -772775.654396 + Penalty 2996.723166 = -769778.931230
  nChanged 163
		SP:Iteration 28Q (31127.810000 sec): 3 clusters
  Score: Raw -772848.007030 + Penalty 2996.723166 = -769851.283864
  nChanged 157
		SP:Iteration 29Q (31128.000000 sec): 3 clusters
  Score: Raw -772915.384864 + Penalty 2996.723166 = -769918.661699
  nChanged 120
		SP:Iteration 30Q (31128.240000 sec): 3 clusters
  Score: Raw -772953.905752 + Penalty 2996.723166 = -769957.182586
  nChanged 84
		SP:Iteration 31Q (31128.490000 sec): 3 clusters
  Score: Raw -772983.807843 + Penalty 2996.723166 = -769987.084677
  nChanged 85
		SP:Iteration 32Q (31128.710000 sec): 3 clusters
  Score: Raw -773010.983799 + Penalty 2996.723166 = -770014.260634
  nChanged 75
		SP:Iteration 33Q (31128.940000 sec): 3 clusters
  Score: Raw -773028.002358 + Penalty 2996.723166 = -770031.279192
  nChanged 53
		SP:Iteration 34Q (31129.130000 sec): 3 clusters
  Score: Raw -773039.426046 + Penalty 2996.723166 = -770042.702880
  nChanged 54
		SP:Iteration 35Q (31129.340000 sec): 3 clusters
  Score: Raw -773056.795285 + Penalty 2996.723166 = -770060.072119
  nChanged 68
		SP:Iteration 36Q (31129.520000 sec): 3 clusters
  Score: Raw -773074.344852 + Penalty 2996.723166 = -770077.621686
  nChanged 59
		SP:Iteration 37Q (31129.710000 sec): 3 clusters
  Score: Raw -773089.965592 + Penalty 2996.723166 = -770093.242426
  nChanged 51
		SP:Iteration 38Q (31129.940000 sec): 3 clusters
  Score: Raw -773101.819390 + Penalty 2996.723166 = -770105.096224
  nChanged 52
		SP:Iteration 39Q (31130.160000 sec): 3 clusters
  Score: Raw -773113.391395 + Penalty 2996.723166 = -770116.668229
  nChanged 44
		SP:Iteration 40F (31130.360000 sec): 3 clusters
  Score: Raw -773126.546993 + Penalty 2996.723166 = -770129.823828
  nChanged 50
		SP:Iteration 41Q (31130.560000 sec): 3 clusters
  Score: Raw -773137.078609 + Penalty 2996.723166 = -770140.355443
  nChanged 46
		SP:Iteration 42Q (31130.790000 sec): 3 clusters
  Score: Raw -773145.737757 + Penalty 2996.723166 = -770149.014592
  nChanged 40
		SP:Iteration 43Q (31130.970000 sec): 3 clusters
  Score: Raw -773153.290318 + Penalty 2996.723166 = -770156.567152
  nChanged 29
		SP:Iteration 44Q (31131.220000 sec): 3 clusters
  Score: Raw -773157.628013 + Penalty 2996.723166 = -770160.904847
  nChanged 23
		SP:Iteration 45Q (31131.460000 sec): 3 clusters
  Score: Raw -773160.917601 + Penalty 2996.723166 = -770164.194435
  nChanged 20
		SP:Iteration 46Q (31131.680000 sec): 3 clusters
  Score: Raw -773164.833873 + Penalty 2996.723166 = -770168.110707
  nChanged 25
		SP:Iteration 47Q (31131.890000 sec): 3 clusters
  Score: Raw -773169.325105 + Penalty 2996.723166 = -770172.601939
  nChanged 28
		SP:Iteration 48Q (31132.130000 sec): 3 clusters
  Score: Raw -773173.639062 + Penalty 2996.723166 = -770176.915896
  nChanged 19
		SP:Iteration 49Q (31132.390000 sec): 3 clusters
  Score: Raw -773176.823615 + Penalty 2996.723166 = -770180.100449
  nChanged 21
		SP:Iteration 50Q (31132.650000 sec): 3 clusters
  Score: Raw -773179.715960 + Penalty 2996.723166 = -770182.992794
  nChanged 24
		SP:Iteration 51Q (31132.840000 sec): 3 clusters
  Score: Raw -773183.598792 + Penalty 2996.723166 = -770186.875627
  nChanged 22
		SP:Iteration 52Q (31133.100000 sec): 3 clusters
  Score: Raw -773186.883616 + Penalty 2996.723166 = -770190.160451
  nChanged 18
		SP:Iteration 53Q (31133.340000 sec): 3 clusters
  Score: Raw -773191.082009 + Penalty 2996.723166 = -770194.358843
  nChanged 27
		SP:Iteration 54Q (31133.620000 sec): 3 clusters
  Score: Raw -773195.658132 + Penalty 2996.723166 = -770198.934966
  nChanged 17
		SP:Iteration 55Q (31133.850000 sec): 3 clusters
  Score: Raw -773197.744212 + Penalty 2996.723166 = -770201.021047
  nChanged 11
		SP:Iteration 56Q (31134.020000 sec): 3 clusters
  Score: Raw -773199.478063 + Penalty 2996.723166 = -770202.754897
  nChanged 15
		SP:Iteration 57Q (31134.260000 sec): 3 clusters
  Score: Raw -773201.892948 + Penalty 2996.723166 = -770205.169782
  nChanged 15
		SP:Iteration 58Q (31134.460000 sec): 3 clusters
  Score: Raw -773203.961006 + Penalty 2996.723166 = -770207.237840
  nChanged 12
		SP:Iteration 59Q (31134.670000 sec): 3 clusters
  Score: Raw -773205.442629 + Penalty 2996.723166 = -770208.719463
  nChanged 8
		SP:Iteration 60F (31134.910000 sec): 3 clusters
  Score: Raw -773206.840455 + Penalty 2996.723166 = -770210.117289
  nChanged 13
		SP:Iteration 61Q (31135.130000 sec): 3 clusters
  Score: Raw -773208.792931 + Penalty 2996.723166 = -770212.069765
  nChanged 15
		SP:Iteration 62Q (31135.350000 sec): 3 clusters
  Score: Raw -773210.383377 + Penalty 2996.723166 = -770213.660211
  nChanged 10
		SP:Iteration 63Q (31135.610000 sec): 3 clusters
  Score: Raw -773211.415876 + Penalty 2996.723166 = -770214.692710
  nChanged 7
		SP:Iteration 64Q (31135.810000 sec): 3 clusters
  Score: Raw -773212.086026 + Penalty 2996.723166 = -770215.362860
  nChanged 6
		SP:Iteration 65Q (31136.050000 sec): 3 clusters
  Score: Raw -773212.636513 + Penalty 2996.723166 = -770215.913348
  nChanged 5
		SP:Iteration 66Q (31136.260000 sec): 3 clusters
  Score: Raw -773213.128124 + Penalty 2996.723166 = -770216.404958
  nChanged 4
		SP:Iteration 67Q (31136.450000 sec): 3 clusters
  Score: Raw -773213.567409 + Penalty 2996.723166 = -770216.844243
  nChanged 5
		SP:Iteration 68Q (31136.680000 sec): 3 clusters
  Score: Raw -773214.213491 + Penalty 2996.723166 = -770217.490326
  nChanged 4
		SP:Iteration 69Q (31136.930000 sec): 3 clusters
  Score: Raw -773214.686098 + Penalty 2996.723166 = -770217.962932
  nChanged 3
		SP:Iteration 70Q (31137.140000 sec): 3 clusters
  Score: Raw -773214.922752 + Penalty 2996.723166 = -770218.199586
  nChanged 0
		SP:Iteration 71F (31137.300000 sec): 3 clusters
  Score: Raw -773214.922752 + Penalty 2996.723166 = -770218.199586
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 49 (4274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31137.450000 sec): 2 clusters
  Score: Raw -360960.687794 + Penalty 1358.549633 = -359602.138160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31137.700000 sec): 3 clusters
  Score: Raw -358785.104358 + Penalty 2717.099267 = -356068.005091
  nChanged 1702
		SP:Iteration 1F (31137.900000 sec): 3 clusters
  Score: Raw -359737.343101 + Penalty 2717.099267 = -357020.243834
  nChanged 330
		SP:Iteration 2F (31138.070000 sec): 3 clusters
  Score: Raw -359928.096379 + Penalty 2717.099267 = -357210.997112
  nChanged 232
		SP:Iteration 3F (31138.240000 sec): 3 clusters
  Score: Raw -360048.395265 + Penalty 2717.099267 = -357331.295998
  nChanged 157
		SP:Iteration 4Q (31138.470000 sec): 3 clusters
  Score: Raw -360134.193543 + Penalty 2717.099267 = -357417.094276
  nChanged 162
		SP:Iteration 5Q (31138.630000 sec): 3 clusters
  Score: Raw -360220.458737 + Penalty 2717.099267 = -357503.359470
  nChanged 150
		SP:Iteration 6Q (31138.830000 sec): 3 clusters
  Score: Raw -360302.230409 + Penalty 2717.099267 = -357585.131142
  nChanged 149
		SP:Iteration 7Q (31139.040000 sec): 3 clusters
  Score: Raw -360378.236846 + Penalty 2717.099267 = -357661.137580
  nChanged 142
		SP:Iteration 8Q (31139.240000 sec): 3 clusters
  Score: Raw -360457.390332 + Penalty 2717.099267 = -357740.291065
  nChanged 155
		SP:Iteration 9Q (31139.410000 sec): 3 clusters
  Score: Raw -360546.581194 + Penalty 2717.099267 = -357829.481928
  nChanged 140
		SP:Iteration 10Q (31139.650000 sec): 3 clusters
  Score: Raw -360623.776584 + Penalty 2717.099267 = -357906.677318
  nChanged 113
		SP:Iteration 11Q (31139.840000 sec): 3 clusters
  Score: Raw -360684.430400 + Penalty 2717.099267 = -357967.331134
  nChanged 106
		SP:Iteration 12Q (31140.010000 sec): 3 clusters
  Score: Raw -360749.467252 + Penalty 2717.099267 = -358032.367985
  nChanged 95
		SP:Iteration 13Q (31140.220000 sec): 3 clusters
  Score: Raw -360807.584005 + Penalty 2717.099267 = -358090.484739
  nChanged 97
		SP:Iteration 14Q (31140.480000 sec): 3 clusters
  Score: Raw -360870.193503 + Penalty 2717.099267 = -358153.094236
  nChanged 78
		SP:Iteration 15Q (31140.630000 sec): 3 clusters
  Score: Raw -360919.723056 + Penalty 2717.099267 = -358202.623790
  nChanged 66
		SP:Iteration 16Q (31140.840000 sec): 3 clusters
  Score: Raw -360957.774632 + Penalty 2717.099267 = -358240.675365
  nChanged 73
		SP:Iteration 17Q (31141.060000 sec): 3 clusters
  Score: Raw -361011.479296 + Penalty 2717.099267 = -358294.380029
  nChanged 63
		SP:Iteration 18Q (31141.260000 sec): 3 clusters
  Score: Raw -361053.856391 + Penalty 2717.099267 = -358336.757124
  nChanged 48
		SP:Iteration 19Q (31141.470000 sec): 3 clusters
  Score: Raw -361086.554815 + Penalty 2717.099267 = -358369.455549
  nChanged 26
		SP:Iteration 20F (31141.680000 sec): 3 clusters
  Score: Raw -361110.105510 + Penalty 2717.099267 = -358393.006244
  nChanged 32
		SP:Iteration 21Q (31141.800000 sec): 3 clusters
  Score: Raw -361134.973693 + Penalty 2717.099267 = -358417.874427
  nChanged 28
		SP:Iteration 22Q (31142.010000 sec): 3 clusters
  Score: Raw -361150.744208 + Penalty 2717.099267 = -358433.644941
  nChanged 23
		SP:Iteration 23Q (31142.200000 sec): 3 clusters
  Score: Raw -361167.664780 + Penalty 2717.099267 = -358450.565513
  nChanged 17
		SP:Iteration 24Q (31142.410000 sec): 3 clusters
  Score: Raw -361178.420717 + Penalty 2717.099267 = -358461.321450
  nChanged 13
		SP:Iteration 25Q (31142.640000 sec): 3 clusters
  Score: Raw -361185.009016 + Penalty 2717.099267 = -358467.909749
  nChanged 7
		SP:Iteration 26Q (31142.860000 sec): 3 clusters
  Score: Raw -361188.388528 + Penalty 2717.099267 = -358471.289262
  nChanged 9
		SP:Iteration 27Q (31143.120000 sec): 3 clusters
  Score: Raw -361193.815803 + Penalty 2717.099267 = -358476.716536
  nChanged 7
		SP:Iteration 28Q (31143.320000 sec): 3 clusters
  Score: Raw -361197.428739 + Penalty 2717.099267 = -358480.329472
  nChanged 5
		SP:Iteration 29Q (31143.560000 sec): 3 clusters
  Score: Raw -361200.381037 + Penalty 2717.099267 = -358483.281771
  nChanged 6
		SP:Iteration 30Q (31143.760000 sec): 3 clusters
  Score: Raw -361204.491097 + Penalty 2717.099267 = -358487.391830
  nChanged 5
		SP:Iteration 31Q (31143.990000 sec): 3 clusters
  Score: Raw -361206.531656 + Penalty 2717.099267 = -358489.432389
  nChanged 5
		SP:Iteration 32Q (31144.200000 sec): 3 clusters
  Score: Raw -361209.271459 + Penalty 2717.099267 = -358492.172192
  nChanged 7
		SP:Iteration 33Q (31144.420000 sec): 3 clusters
  Score: Raw -361213.592425 + Penalty 2717.099267 = -358496.493158
  nChanged 8
		SP:Iteration 34Q (31144.580000 sec): 3 clusters
  Score: Raw -361218.095510 + Penalty 2717.099267 = -358500.996243
  nChanged 6
		SP:Iteration 35Q (31144.820000 sec): 3 clusters
  Score: Raw -361223.032474 + Penalty 2717.099267 = -358505.933208
  nChanged 6
		SP:Iteration 36Q (31144.990000 sec): 3 clusters
  Score: Raw -361225.636224 + Penalty 2717.099267 = -358508.536957
  nChanged 6
		SP:Iteration 37Q (31145.200000 sec): 3 clusters
  Score: Raw -361229.978413 + Penalty 2717.099267 = -358512.879146
  nChanged 8
		SP:Iteration 38Q (31145.400000 sec): 3 clusters
  Score: Raw -361234.815541 + Penalty 2717.099267 = -358517.716275
  nChanged 9
		SP:Iteration 39Q (31145.620000 sec): 3 clusters
  Score: Raw -361239.492820 + Penalty 2717.099267 = -358522.393553
  nChanged 9
		SP:Iteration 40F (31145.810000 sec): 3 clusters
  Score: Raw -361244.014332 + Penalty 2717.099267 = -358526.915065
  nChanged 5
		SP:Iteration 41Q (31146.060000 sec): 3 clusters
  Score: Raw -361246.445309 + Penalty 2717.099267 = -358529.346043
  nChanged 1
		SP:Iteration 42Q (31146.230000 sec): 3 clusters
  Score: Raw -361246.625270 + Penalty 2717.099267 = -358529.526004
  nChanged 1
		SP:Iteration 43Q (31146.450000 sec): 3 clusters
  Score: Raw -361246.762637 + Penalty 2717.099267 = -358529.663370
  nChanged 0
		SP:Iteration 44F (31146.610000 sec): 3 clusters
  Score: Raw -361246.762637 + Penalty 2717.099267 = -358529.663370
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 50 (7851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31146.750000 sec): 2 clusters
  Score: Raw -731760.252566 + Penalty 1457.364381 = -730302.888185
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31146.990000 sec): 3 clusters
  Score: Raw -727399.053758 + Penalty 2914.728762 = -724484.324996
  nChanged 3319
		SP:Iteration 1F (31147.200000 sec): 3 clusters
  Score: Raw -729177.766924 + Penalty 2914.728762 = -726263.038162
  nChanged 492
		SP:Iteration 2F (31147.440000 sec): 3 clusters
  Score: Raw -729409.089907 + Penalty 2914.728762 = -726494.361145
  nChanged 390
		SP:Iteration 3Q (31147.710000 sec): 3 clusters
  Score: Raw -729585.637917 + Penalty 2914.728762 = -726670.909155
  nChanged 334
		SP:Iteration 4Q (31147.940000 sec): 3 clusters
  Score: Raw -729716.270457 + Penalty 2914.728762 = -726801.541695
  nChanged 264
		SP:Iteration 5Q (31148.150000 sec): 3 clusters
  Score: Raw -729820.445682 + Penalty 2914.728762 = -726905.716920
  nChanged 245
		SP:Iteration 6Q (31148.360000 sec): 3 clusters
  Score: Raw -729913.399692 + Penalty 2914.728762 = -726998.670929
  nChanged 222
		SP:Iteration 7Q (31148.600000 sec): 3 clusters
  Score: Raw -730006.680998 + Penalty 2914.728762 = -727091.952235
  nChanged 224
		SP:Iteration 8Q (31148.820000 sec): 3 clusters
  Score: Raw -730101.445343 + Penalty 2914.728762 = -727186.716581
  nChanged 222
		SP:Iteration 9Q (31149.020000 sec): 3 clusters
  Score: Raw -730202.485521 + Penalty 2914.728762 = -727287.756759
  nChanged 210
		SP:Iteration 10Q (31149.230000 sec): 3 clusters
  Score: Raw -730307.607677 + Penalty 2914.728762 = -727392.878915
  nChanged 212
		SP:Iteration 11Q (31149.430000 sec): 3 clusters
  Score: Raw -730423.961473 + Penalty 2914.728762 = -727509.232711
  nChanged 225
		SP:Iteration 12Q (31149.660000 sec): 3 clusters
  Score: Raw -730535.163778 + Penalty 2914.728762 = -727620.435016
  nChanged 200
		SP:Iteration 13Q (31149.910000 sec): 3 clusters
  Score: Raw -730632.065568 + Penalty 2914.728762 = -727717.336806
  nChanged 204
		SP:Iteration 14Q (31150.120000 sec): 3 clusters
  Score: Raw -730737.194983 + Penalty 2914.728762 = -727822.466220
  nChanged 231
		SP:Iteration 15Q (31150.340000 sec): 3 clusters
  Score: Raw -730878.136540 + Penalty 2914.728762 = -727963.407778
  nChanged 233
		SP:Iteration 16Q (31150.560000 sec): 3 clusters
  Score: Raw -731015.243227 + Penalty 2914.728762 = -728100.514465
  nChanged 224
		SP:Iteration 17Q (31150.780000 sec): 3 clusters
  Score: Raw -731145.408052 + Penalty 2914.728762 = -728230.679289
  nChanged 185
		SP:Iteration 18Q (31150.960000 sec): 3 clusters
  Score: Raw -731241.183604 + Penalty 2914.728762 = -728326.454842
  nChanged 148
		SP:Iteration 19Q (31151.190000 sec): 3 clusters
  Score: Raw -731329.253556 + Penalty 2914.728762 = -728414.524794
  nChanged 137
		SP:Iteration 20F (31151.390000 sec): 3 clusters
  Score: Raw -731410.426929 + Penalty 2914.728762 = -728495.698167
  nChanged 111
		SP:Iteration 21Q (31151.640000 sec): 3 clusters
  Score: Raw -731465.387515 + Penalty 2914.728762 = -728550.658753
  nChanged 90
		SP:Iteration 22Q (31151.900000 sec): 3 clusters
  Score: Raw -731510.483125 + Penalty 2914.728762 = -728595.754363
  nChanged 93
		SP:Iteration 23Q (31152.070000 sec): 3 clusters
  Score: Raw -731563.484687 + Penalty 2914.728762 = -728648.755924
  nChanged 88
		SP:Iteration 24Q (31152.310000 sec): 3 clusters
  Score: Raw -731612.253509 + Penalty 2914.728762 = -728697.524747
  nChanged 77
		SP:Iteration 25Q (31152.500000 sec): 3 clusters
  Score: Raw -731654.531840 + Penalty 2914.728762 = -728739.803077
  nChanged 60
		SP:Iteration 26Q (31152.710000 sec): 3 clusters
  Score: Raw -731682.143498 + Penalty 2914.728762 = -728767.414736
  nChanged 47
		SP:Iteration 27Q (31152.890000 sec): 3 clusters
  Score: Raw -731705.214954 + Penalty 2914.728762 = -728790.486192
  nChanged 54
		SP:Iteration 28Q (31153.090000 sec): 3 clusters
  Score: Raw -731732.748590 + Penalty 2914.728762 = -728818.019828
  nChanged 50
		SP:Iteration 29Q (31153.310000 sec): 3 clusters
  Score: Raw -731755.874199 + Penalty 2914.728762 = -728841.145437
  nChanged 41
		SP:Iteration 30Q (31153.520000 sec): 3 clusters
  Score: Raw -731773.995580 + Penalty 2914.728762 = -728859.266818
  nChanged 38
		SP:Iteration 31Q (31153.750000 sec): 3 clusters
  Score: Raw -731789.725808 + Penalty 2914.728762 = -728874.997045
  nChanged 27
		SP:Iteration 32Q (31153.950000 sec): 3 clusters
  Score: Raw -731801.414569 + Penalty 2914.728762 = -728886.685807
  nChanged 25
		SP:Iteration 33Q (31154.190000 sec): 3 clusters
  Score: Raw -731812.896698 + Penalty 2914.728762 = -728898.167936
  nChanged 30
		SP:Iteration 34Q (31154.450000 sec): 3 clusters
  Score: Raw -731824.869051 + Penalty 2914.728762 = -728910.140289
  nChanged 19
		SP:Iteration 35Q (31154.640000 sec): 3 clusters
  Score: Raw -731833.043536 + Penalty 2914.728762 = -728918.314774
  nChanged 23
		SP:Iteration 36Q (31154.860000 sec): 3 clusters
  Score: Raw -731845.615872 + Penalty 2914.728762 = -728930.887110
  nChanged 27
		SP:Iteration 37Q (31155.100000 sec): 3 clusters
  Score: Raw -731857.643650 + Penalty 2914.728762 = -728942.914888
  nChanged 11
		SP:Iteration 38Q (31155.370000 sec): 3 clusters
  Score: Raw -731861.528941 + Penalty 2914.728762 = -728946.800179
  nChanged 8
		SP:Iteration 39Q (31155.640000 sec): 3 clusters
  Score: Raw -731864.370181 + Penalty 2914.728762 = -728949.641419
  nChanged 12
		SP:Iteration 40F (31155.880000 sec): 3 clusters
  Score: Raw -731869.545921 + Penalty 2914.728762 = -728954.817159
  nChanged 15
		SP:Iteration 41Q (31156.170000 sec): 3 clusters
  Score: Raw -731876.355874 + Penalty 2914.728762 = -728961.627112
  nChanged 12
		SP:Iteration 42Q (31156.360000 sec): 3 clusters
  Score: Raw -731881.419618 + Penalty 2914.728762 = -728966.690856
  nChanged 10
		SP:Iteration 43Q (31156.610000 sec): 3 clusters
  Score: Raw -731886.485119 + Penalty 2914.728762 = -728971.756357
  nChanged 11
		SP:Iteration 44Q (31156.810000 sec): 3 clusters
  Score: Raw -731891.067316 + Penalty 2914.728762 = -728976.338554
  nChanged 7
		SP:Iteration 45Q (31157.010000 sec): 3 clusters
  Score: Raw -731894.296302 + Penalty 2914.728762 = -728979.567539
  nChanged 13
		SP:Iteration 46Q (31157.270000 sec): 3 clusters
  Score: Raw -731900.833813 + Penalty 2914.728762 = -728986.105050
  nChanged 12
		SP:Iteration 47Q (31157.500000 sec): 3 clusters
  Score: Raw -731907.885649 + Penalty 2914.728762 = -728993.156887
  nChanged 10
		SP:Iteration 48Q (31157.690000 sec): 3 clusters
  Score: Raw -731914.644318 + Penalty 2914.728762 = -728999.915556
  nChanged 10
		SP:Iteration 49Q (31157.910000 sec): 3 clusters
  Score: Raw -731920.333558 + Penalty 2914.728762 = -729005.604795
  nChanged 12
		SP:Iteration 50Q (31158.130000 sec): 3 clusters
  Score: Raw -731927.499070 + Penalty 2914.728762 = -729012.770308
  nChanged 16
		SP:Iteration 51Q (31158.410000 sec): 3 clusters
  Score: Raw -731936.536562 + Penalty 2914.728762 = -729021.807800
  nChanged 12
		SP:Iteration 52Q (31158.630000 sec): 3 clusters
  Score: Raw -731943.970193 + Penalty 2914.728762 = -729029.241431
  nChanged 14
		SP:Iteration 53Q (31158.830000 sec): 3 clusters
  Score: Raw -731952.302448 + Penalty 2914.728762 = -729037.573686
  nChanged 13
		SP:Iteration 54Q (31159.070000 sec): 3 clusters
  Score: Raw -731958.794857 + Penalty 2914.728762 = -729044.066095
  nChanged 8
		SP:Iteration 55Q (31159.270000 sec): 3 clusters
  Score: Raw -731962.478317 + Penalty 2914.728762 = -729047.749555
  nChanged 7
		SP:Iteration 56Q (31159.450000 sec): 3 clusters
  Score: Raw -731964.958951 + Penalty 2914.728762 = -729050.230189
  nChanged 6
		SP:Iteration 57Q (31159.730000 sec): 3 clusters
  Score: Raw -731967.539530 + Penalty 2914.728762 = -729052.810768
  nChanged 5
		SP:Iteration 58Q (31159.970000 sec): 3 clusters
  Score: Raw -731970.378198 + Penalty 2914.728762 = -729055.649436
  nChanged 7
		SP:Iteration 59Q (31160.150000 sec): 3 clusters
  Score: Raw -731975.778115 + Penalty 2914.728762 = -729061.049353
  nChanged 9
		SP:Iteration 60F (31160.420000 sec): 3 clusters
  Score: Raw -731981.440819 + Penalty 2914.728762 = -729066.712057
  nChanged 11
		SP:Iteration 61Q (31160.650000 sec): 3 clusters
  Score: Raw -731987.726893 + Penalty 2914.728762 = -729072.998131
  nChanged 8
		SP:Iteration 62Q (31160.860000 sec): 3 clusters
  Score: Raw -731991.834555 + Penalty 2914.728762 = -729077.105793
  nChanged 2
		SP:Iteration 63Q (31161.090000 sec): 3 clusters
  Score: Raw -731992.941693 + Penalty 2914.728762 = -729078.212931
  nChanged 1
		SP:Iteration 64Q (31161.350000 sec): 3 clusters
  Score: Raw -731993.491862 + Penalty 2914.728762 = -729078.763100
  nChanged 1
		SP:Iteration 65Q (31161.520000 sec): 3 clusters
  Score: Raw -731993.984035 + Penalty 2914.728762 = -729079.255272
  nChanged 1
		SP:Iteration 66Q (31161.740000 sec): 3 clusters
  Score: Raw -731994.517890 + Penalty 2914.728762 = -729079.789128
  nChanged 2
		SP:Iteration 67Q (31161.960000 sec): 3 clusters
  Score: Raw -731995.341150 + Penalty 2914.728762 = -729080.612388
  nChanged 3
		SP:Iteration 68Q (31162.230000 sec): 3 clusters
  Score: Raw -731997.319671 + Penalty 2914.728762 = -729082.590909
  nChanged 3
		SP:Iteration 69Q (31162.500000 sec): 3 clusters
  Score: Raw -731998.782219 + Penalty 2914.728762 = -729084.053457
  nChanged 3
		SP:Iteration 70Q (31162.710000 sec): 3 clusters
  Score: Raw -732000.257143 + Penalty 2914.728762 = -729085.528381
  nChanged 2
		SP:Iteration 71Q (31162.890000 sec): 3 clusters
  Score: Raw -732001.816866 + Penalty 2914.728762 = -729087.088104
  nChanged 3
		SP:Iteration 72Q (31163.120000 sec): 3 clusters
  Score: Raw -732003.383926 + Penalty 2914.728762 = -729088.655163
  nChanged 5
		SP:Iteration 73Q (31163.340000 sec): 3 clusters
  Score: Raw -732006.269173 + Penalty 2914.728762 = -729091.540410
  nChanged 3
		SP:Iteration 74Q (31163.590000 sec): 3 clusters
  Score: Raw -732007.886881 + Penalty 2914.728762 = -729093.158119
  nChanged 0
		SP:Iteration 75F (31163.800000 sec): 3 clusters
  Score: Raw -732007.886881 + Penalty 2914.728762 = -729093.158119
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 51 (12097 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31163.980000 sec): 2 clusters
  Score: Raw -1030502.492645 + Penalty 1527.615825 = -1028974.876821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31164.240000 sec): 3 clusters
  Score: Raw -1023533.128446 + Penalty 3055.231649 = -1020477.896797
  nChanged 5323
		SP:Iteration 1F (31164.480000 sec): 3 clusters
  Score: Raw -1026424.977202 + Penalty 3055.231649 = -1023369.745553
  nChanged 678
		SP:Iteration 2F (31164.720000 sec): 3 clusters
  Score: Raw -1026699.384930 + Penalty 3055.231649 = -1023644.153280
  nChanged 601
		SP:Iteration 3Q (31164.980000 sec): 3 clusters
  Score: Raw -1026946.822155 + Penalty 3055.231649 = -1023891.590506
  nChanged 565
		SP:Iteration 4Q (31165.230000 sec): 3 clusters
  Score: Raw -1027194.849321 + Penalty 3055.231649 = -1024139.617672
  nChanged 552
		SP:Iteration 5Q (31165.410000 sec): 3 clusters
  Score: Raw -1027449.854652 + Penalty 3055.231649 = -1024394.623003
  nChanged 578
		SP:Iteration 6Q (31165.640000 sec): 3 clusters
  Score: Raw -1027733.145412 + Penalty 3055.231649 = -1024677.913762
  nChanged 572
		SP:Iteration 7Q (31165.920000 sec): 3 clusters
  Score: Raw -1028009.776576 + Penalty 3055.231649 = -1024954.544926
  nChanged 537
		SP:Iteration 8Q (31166.120000 sec): 3 clusters
  Score: Raw -1028254.053135 + Penalty 3055.231649 = -1025198.821485
  nChanged 484
		SP:Iteration 9Q (31166.480000 sec): 3 clusters
  Score: Raw -1028497.399886 + Penalty 3055.231649 = -1025442.168236
  nChanged 451
		SP:Iteration 10Q (31166.680000 sec): 3 clusters
  Score: Raw -1028739.714311 + Penalty 3055.231649 = -1025684.482661
  nChanged 422
		SP:Iteration 11Q (31166.940000 sec): 3 clusters
  Score: Raw -1029007.884396 + Penalty 3055.231649 = -1025952.652747
  nChanged 399
		SP:Iteration 12Q (31167.230000 sec): 3 clusters
  Score: Raw -1029275.051493 + Penalty 3055.231649 = -1026219.819843
  nChanged 374
		SP:Iteration 13Q (31167.460000 sec): 3 clusters
  Score: Raw -1029551.838029 + Penalty 3055.231649 = -1026496.606380
  nChanged 340
		SP:Iteration 14Q (31167.680000 sec): 3 clusters
  Score: Raw -1029816.778498 + Penalty 3055.231649 = -1026761.546848
  nChanged 286
		SP:Iteration 15Q (31167.870000 sec): 3 clusters
  Score: Raw -1030005.446441 + Penalty 3055.231649 = -1026950.214791
  nChanged 207
		SP:Iteration 16Q (31168.150000 sec): 3 clusters
  Score: Raw -1030118.017518 + Penalty 3055.231649 = -1027062.785868
  nChanged 173
		SP:Iteration 17Q (31168.360000 sec): 3 clusters
  Score: Raw -1030194.716962 + Penalty 3055.231649 = -1027139.485313
  nChanged 126
		SP:Iteration 18Q (31168.660000 sec): 3 clusters
  Score: Raw -1030253.428371 + Penalty 3055.231649 = -1027198.196722
  nChanged 125
		SP:Iteration 19Q (31168.890000 sec): 3 clusters
  Score: Raw -1030310.105814 + Penalty 3055.231649 = -1027254.874165
  nChanged 120
		SP:Iteration 20F (31169.120000 sec): 3 clusters
  Score: Raw -1030356.018372 + Penalty 3055.231649 = -1027300.786723
  nChanged 89
		SP:Iteration 21Q (31169.350000 sec): 3 clusters
  Score: Raw -1030391.193693 + Penalty 3055.231649 = -1027335.962044
  nChanged 80
		SP:Iteration 22Q (31169.620000 sec): 3 clusters
  Score: Raw -1030418.273338 + Penalty 3055.231649 = -1027363.041689
  nChanged 67
		SP:Iteration 23Q (31169.860000 sec): 3 clusters
  Score: Raw -1030440.321240 + Penalty 3055.231649 = -1027385.089591
  nChanged 53
		SP:Iteration 24Q (31170.100000 sec): 3 clusters
  Score: Raw -1030456.565587 + Penalty 3055.231649 = -1027401.333938
  nChanged 56
		SP:Iteration 25Q (31170.320000 sec): 3 clusters
  Score: Raw -1030472.022368 + Penalty 3055.231649 = -1027416.790719
  nChanged 56
		SP:Iteration 26Q (31170.550000 sec): 3 clusters
  Score: Raw -1030489.824564 + Penalty 3055.231649 = -1027434.592915
  nChanged 61
		SP:Iteration 27Q (31170.800000 sec): 3 clusters
  Score: Raw -1030510.005299 + Penalty 3055.231649 = -1027454.773650
  nChanged 53
		SP:Iteration 28Q (31171.070000 sec): 3 clusters
  Score: Raw -1030529.883037 + Penalty 3055.231649 = -1027474.651388
  nChanged 55
		SP:Iteration 29Q (31171.280000 sec): 3 clusters
  Score: Raw -1030548.212726 + Penalty 3055.231649 = -1027492.981077
  nChanged 50
		SP:Iteration 30Q (31171.460000 sec): 3 clusters
  Score: Raw -1030564.727472 + Penalty 3055.231649 = -1027509.495823
  nChanged 49
		SP:Iteration 31Q (31171.660000 sec): 3 clusters
  Score: Raw -1030581.416477 + Penalty 3055.231649 = -1027526.184828
  nChanged 45
		SP:Iteration 32Q (31171.910000 sec): 3 clusters
  Score: Raw -1030597.583733 + Penalty 3055.231649 = -1027542.352084
  nChanged 46
		SP:Iteration 33Q (31172.200000 sec): 3 clusters
  Score: Raw -1030616.629191 + Penalty 3055.231649 = -1027561.397542
  nChanged 55
		SP:Iteration 34Q (31172.440000 sec): 3 clusters
  Score: Raw -1030642.954206 + Penalty 3055.231649 = -1027587.722557
  nChanged 51
		SP:Iteration 35Q (31172.710000 sec): 3 clusters
  Score: Raw -1030664.585460 + Penalty 3055.231649 = -1027609.353811
  nChanged 54
		SP:Iteration 36Q (31172.950000 sec): 3 clusters
  Score: Raw -1030683.763614 + Penalty 3055.231649 = -1027628.531964
  nChanged 48
		SP:Iteration 37Q (31173.180000 sec): 3 clusters
  Score: Raw -1030698.635656 + Penalty 3055.231649 = -1027643.404007
  nChanged 27
		SP:Iteration 38Q (31173.420000 sec): 3 clusters
  Score: Raw -1030706.227704 + Penalty 3055.231649 = -1027650.996055
  nChanged 23
		SP:Iteration 39Q (31173.650000 sec): 3 clusters
  Score: Raw -1030713.047094 + Penalty 3055.231649 = -1027657.815445
  nChanged 20
		SP:Iteration 40F (31173.870000 sec): 3 clusters
  Score: Raw -1030720.178612 + Penalty 3055.231649 = -1027664.946963
  nChanged 27
		SP:Iteration 41Q (31174.130000 sec): 3 clusters
  Score: Raw -1030729.557585 + Penalty 3055.231649 = -1027674.325936
  nChanged 20
		SP:Iteration 42Q (31174.280000 sec): 3 clusters
  Score: Raw -1030737.346926 + Penalty 3055.231649 = -1027682.115276
  nChanged 22
		SP:Iteration 43Q (31174.490000 sec): 3 clusters
  Score: Raw -1030743.989304 + Penalty 3055.231649 = -1027688.757655
  nChanged 14
		SP:Iteration 44Q (31174.730000 sec): 3 clusters
  Score: Raw -1030747.781541 + Penalty 3055.231649 = -1027692.549892
  nChanged 5
		SP:Iteration 45Q (31174.930000 sec): 3 clusters
  Score: Raw -1030749.343260 + Penalty 3055.231649 = -1027694.111611
  nChanged 6
		SP:Iteration 46Q (31175.100000 sec): 3 clusters
  Score: Raw -1030751.396252 + Penalty 3055.231649 = -1027696.164603
  nChanged 7
		SP:Iteration 47Q (31175.320000 sec): 3 clusters
  Score: Raw -1030753.592226 + Penalty 3055.231649 = -1027698.360576
  nChanged 8
		SP:Iteration 48Q (31175.550000 sec): 3 clusters
  Score: Raw -1030756.163220 + Penalty 3055.231649 = -1027700.931570
  nChanged 6
		SP:Iteration 49Q (31175.750000 sec): 3 clusters
  Score: Raw -1030757.807286 + Penalty 3055.231649 = -1027702.575636
  nChanged 5
		SP:Iteration 50Q (31175.950000 sec): 3 clusters
  Score: Raw -1030758.592773 + Penalty 3055.231649 = -1027703.361123
  nChanged 1
		SP:Iteration 51Q (31176.180000 sec): 3 clusters
  Score: Raw -1030758.677438 + Penalty 3055.231649 = -1027703.445788
  nChanged 0
		SP:Iteration 52F (31176.370000 sec): 3 clusters
  Score: Raw -1030758.677438 + Penalty 3055.231649 = -1027703.445788
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 52 (14273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31176.510000 sec): 2 clusters
  Score: Raw -1200698.278119 + Penalty 1554.495299 = -1199143.782819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31176.800000 sec): 3 clusters
  Score: Raw -1192407.414992 + Penalty 3108.990599 = -1189298.424393
  nChanged 6332
		SP:Iteration 1F (31177.030000 sec): 3 clusters
  Score: Raw -1196139.200795 + Penalty 3108.990599 = -1193030.210196
  nChanged 1024
		SP:Iteration 2F (31177.250000 sec): 3 clusters
  Score: Raw -1196722.672301 + Penalty 3108.990599 = -1193613.681702
  nChanged 961
		SP:Iteration 3F (31177.430000 sec): 3 clusters
  Score: Raw -1197302.749340 + Penalty 3108.990599 = -1194193.758741
  nChanged 893
		SP:Iteration 4F (31177.670000 sec): 3 clusters
  Score: Raw -1197915.072437 + Penalty 3108.990599 = -1194806.081838
  nChanged 899
		SP:Iteration 5F (31177.910000 sec): 3 clusters
  Score: Raw -1198618.762858 + Penalty 3108.990599 = -1195509.772259
  nChanged 860
		SP:Iteration 6F (31178.150000 sec): 3 clusters
  Score: Raw -1199209.305582 + Penalty 3108.990599 = -1196100.314983
  nChanged 668
		SP:Iteration 7Q (31178.470000 sec): 3 clusters
  Score: Raw -1199589.589325 + Penalty 3108.990599 = -1196480.598726
  nChanged 501
		SP:Iteration 8Q (31178.710000 sec): 3 clusters
  Score: Raw -1199831.189259 + Penalty 3108.990599 = -1196722.198660
  nChanged 400
		SP:Iteration 9Q (31178.960000 sec): 3 clusters
  Score: Raw -1199991.242975 + Penalty 3108.990599 = -1196882.252376
  nChanged 297
		SP:Iteration 10Q (31179.230000 sec): 3 clusters
  Score: Raw -1200084.021409 + Penalty 3108.990599 = -1196975.030811
  nChanged 218
		SP:Iteration 11Q (31179.450000 sec): 3 clusters
  Score: Raw -1200148.851851 + Penalty 3108.990599 = -1197039.861252
  nChanged 168
		SP:Iteration 12Q (31179.690000 sec): 3 clusters
  Score: Raw -1200199.306662 + Penalty 3108.990599 = -1197090.316063
  nChanged 157
		SP:Iteration 13Q (31180.010000 sec): 3 clusters
  Score: Raw -1200245.188399 + Penalty 3108.990599 = -1197136.197800
  nChanged 125
		SP:Iteration 14Q (31180.200000 sec): 3 clusters
  Score: Raw -1200277.703355 + Penalty 3108.990599 = -1197168.712756
  nChanged 116
		SP:Iteration 15Q (31180.450000 sec): 3 clusters
  Score: Raw -1200304.742304 + Penalty 3108.990599 = -1197195.751705
  nChanged 93
		SP:Iteration 16Q (31180.650000 sec): 3 clusters
  Score: Raw -1200330.818842 + Penalty 3108.990599 = -1197221.828244
  nChanged 87
		SP:Iteration 17Q (31180.900000 sec): 3 clusters
  Score: Raw -1200353.986011 + Penalty 3108.990599 = -1197244.995412
  nChanged 95
		SP:Iteration 18Q (31181.160000 sec): 3 clusters
  Score: Raw -1200376.193891 + Penalty 3108.990599 = -1197267.203292
  nChanged 97
		SP:Iteration 19Q (31181.440000 sec): 3 clusters
  Score: Raw -1200394.673104 + Penalty 3108.990599 = -1197285.682505
  nChanged 67
		SP:Iteration 20F (31181.720000 sec): 3 clusters
  Score: Raw -1200406.994821 + Penalty 3108.990599 = -1197298.004222
  nChanged 63
		SP:Iteration 21Q (31181.960000 sec): 3 clusters
  Score: Raw -1200417.590911 + Penalty 3108.990599 = -1197308.600312
  nChanged 60
		SP:Iteration 22Q (31182.250000 sec): 3 clusters
  Score: Raw -1200427.313722 + Penalty 3108.990599 = -1197318.323123
  nChanged 39
		SP:Iteration 23Q (31182.550000 sec): 3 clusters
  Score: Raw -1200432.979740 + Penalty 3108.990599 = -1197323.989141
  nChanged 45
		SP:Iteration 24Q (31182.790000 sec): 3 clusters
  Score: Raw -1200439.823262 + Penalty 3108.990599 = -1197330.832663
  nChanged 34
		SP:Iteration 25Q (31183.090000 sec): 3 clusters
  Score: Raw -1200445.285002 + Penalty 3108.990599 = -1197336.294403
  nChanged 32
		SP:Iteration 26Q (31183.330000 sec): 3 clusters
  Score: Raw -1200449.647984 + Penalty 3108.990599 = -1197340.657385
  nChanged 26
		SP:Iteration 27Q (31183.580000 sec): 3 clusters
  Score: Raw -1200453.224261 + Penalty 3108.990599 = -1197344.233662
  nChanged 25
		SP:Iteration 28Q (31183.810000 sec): 3 clusters
  Score: Raw -1200455.669498 + Penalty 3108.990599 = -1197346.678899
  nChanged 21
		SP:Iteration 29Q (31184.060000 sec): 3 clusters
  Score: Raw -1200457.215151 + Penalty 3108.990599 = -1197348.224552
  nChanged 17
		SP:Iteration 30Q (31184.270000 sec): 3 clusters
  Score: Raw -1200458.572979 + Penalty 3108.990599 = -1197349.582380
  nChanged 13
		SP:Iteration 31Q (31184.530000 sec): 3 clusters
  Score: Raw -1200459.969432 + Penalty 3108.990599 = -1197350.978833
  nChanged 13
		SP:Iteration 32Q (31184.760000 sec): 3 clusters
  Score: Raw -1200461.444883 + Penalty 3108.990599 = -1197352.454285
  nChanged 11
		SP:Iteration 33Q (31185.000000 sec): 3 clusters
  Score: Raw -1200462.678063 + Penalty 3108.990599 = -1197353.687464
  nChanged 11
		SP:Iteration 34Q (31185.290000 sec): 3 clusters
  Score: Raw -1200463.735932 + Penalty 3108.990599 = -1197354.745333
  nChanged 13
		SP:Iteration 35Q (31185.510000 sec): 3 clusters
  Score: Raw -1200465.056324 + Penalty 3108.990599 = -1197356.065725
  nChanged 10
		SP:Iteration 36Q (31185.760000 sec): 3 clusters
  Score: Raw -1200465.904044 + Penalty 3108.990599 = -1197356.913445
  nChanged 8
		SP:Iteration 37Q (31186.040000 sec): 3 clusters
  Score: Raw -1200466.880655 + Penalty 3108.990599 = -1197357.890056
  nChanged 8
		SP:Iteration 38Q (31186.280000 sec): 3 clusters
  Score: Raw -1200467.642337 + Penalty 3108.990599 = -1197358.651738
  nChanged 4
		SP:Iteration 39Q (31186.530000 sec): 3 clusters
  Score: Raw -1200467.925779 + Penalty 3108.990599 = -1197358.935180
  nChanged 5
		SP:Iteration 40F (31186.810000 sec): 3 clusters
  Score: Raw -1200468.260755 + Penalty 3108.990599 = -1197359.270156
  nChanged 4
		SP:Iteration 41Q (31187.030000 sec): 3 clusters
  Score: Raw -1200468.643838 + Penalty 3108.990599 = -1197359.653239
  nChanged 5
		SP:Iteration 42Q (31187.240000 sec): 3 clusters
  Score: Raw -1200469.135473 + Penalty 3108.990599 = -1197360.144875
  nChanged 10
		SP:Iteration 43Q (31187.470000 sec): 3 clusters
  Score: Raw -1200470.321860 + Penalty 3108.990599 = -1197361.331261
  nChanged 15
		SP:Iteration 44Q (31187.760000 sec): 3 clusters
  Score: Raw -1200472.335933 + Penalty 3108.990599 = -1197363.345334
  nChanged 14
		SP:Iteration 45Q (31188.000000 sec): 3 clusters
  Score: Raw -1200473.658079 + Penalty 3108.990599 = -1197364.667480
  nChanged 15
		SP:Iteration 46Q (31188.260000 sec): 3 clusters
  Score: Raw -1200475.459637 + Penalty 3108.990599 = -1197366.469038
  nChanged 18
		SP:Iteration 47Q (31188.490000 sec): 3 clusters
  Score: Raw -1200477.687493 + Penalty 3108.990599 = -1197368.696894
  nChanged 21
		SP:Iteration 48Q (31188.730000 sec): 3 clusters
  Score: Raw -1200479.969395 + Penalty 3108.990599 = -1197370.978796
  nChanged 17
		SP:Iteration 49Q (31188.990000 sec): 3 clusters
  Score: Raw -1200481.783738 + Penalty 3108.990599 = -1197372.793139
  nChanged 17
		SP:Iteration 50Q (31189.300000 sec): 3 clusters
  Score: Raw -1200483.386023 + Penalty 3108.990599 = -1197374.395424
  nChanged 12
		SP:Iteration 51Q (31189.550000 sec): 3 clusters
  Score: Raw -1200485.004380 + Penalty 3108.990599 = -1197376.013781
  nChanged 11
		SP:Iteration 52Q (31189.840000 sec): 3 clusters
  Score: Raw -1200486.266841 + Penalty 3108.990599 = -1197377.276242
  nChanged 10
		SP:Iteration 53Q (31190.090000 sec): 3 clusters
  Score: Raw -1200487.352407 + Penalty 3108.990599 = -1197378.361808
  nChanged 12
		SP:Iteration 54Q (31190.360000 sec): 3 clusters
  Score: Raw -1200488.762401 + Penalty 3108.990599 = -1197379.771802
  nChanged 11
		SP:Iteration 55Q (31190.590000 sec): 3 clusters
  Score: Raw -1200490.296882 + Penalty 3108.990599 = -1197381.306283
  nChanged 20
		SP:Iteration 56Q (31190.800000 sec): 3 clusters
  Score: Raw -1200493.428439 + Penalty 3108.990599 = -1197384.437840
  nChanged 23
		SP:Iteration 57Q (31191.070000 sec): 3 clusters
  Score: Raw -1200497.307350 + Penalty 3108.990599 = -1197388.316751
  nChanged 35
		SP:Iteration 58Q (31191.250000 sec): 3 clusters
  Score: Raw -1200502.490297 + Penalty 3108.990599 = -1197393.499698
  nChanged 30
		SP:Iteration 59Q (31191.470000 sec): 3 clusters
  Score: Raw -1200507.395073 + Penalty 3108.990599 = -1197398.404474
  nChanged 26
		SP:Iteration 60F (31191.740000 sec): 3 clusters
  Score: Raw -1200511.541878 + Penalty 3108.990599 = -1197402.551279
  nChanged 29
		SP:Iteration 61Q (31191.990000 sec): 3 clusters
  Score: Raw -1200515.695809 + Penalty 3108.990599 = -1197406.705210
  nChanged 29
		SP:Iteration 62Q (31192.240000 sec): 3 clusters
  Score: Raw -1200521.164441 + Penalty 3108.990599 = -1197412.173843
  nChanged 34
		SP:Iteration 63Q (31192.470000 sec): 3 clusters
  Score: Raw -1200526.338233 + Penalty 3108.990599 = -1197417.347634
  nChanged 34
		SP:Iteration 64Q (31192.700000 sec): 3 clusters
  Score: Raw -1200531.365874 + Penalty 3108.990599 = -1197422.375275
  nChanged 36
		SP:Iteration 65Q (31192.980000 sec): 3 clusters
  Score: Raw -1200537.776525 + Penalty 3108.990599 = -1197428.785926
  nChanged 37
		SP:Iteration 66Q (31193.220000 sec): 3 clusters
  Score: Raw -1200547.035628 + Penalty 3108.990599 = -1197438.045029
  nChanged 42
		SP:Iteration 67Q (31193.480000 sec): 3 clusters
  Score: Raw -1200557.415347 + Penalty 3108.990599 = -1197448.424748
  nChanged 49
		SP:Iteration 68Q (31193.720000 sec): 3 clusters
  Score: Raw -1200569.419812 + Penalty 3108.990599 = -1197460.429213
  nChanged 61
		SP:Iteration 69Q (31193.970000 sec): 3 clusters
  Score: Raw -1200585.126567 + Penalty 3108.990599 = -1197476.135968
  nChanged 61
		SP:Iteration 70Q (31194.250000 sec): 3 clusters
  Score: Raw -1200598.872707 + Penalty 3108.990599 = -1197489.882108
  nChanged 62
		SP:Iteration 71Q (31194.500000 sec): 3 clusters
  Score: Raw -1200613.115511 + Penalty 3108.990599 = -1197504.124912
  nChanged 53
		SP:Iteration 72Q (31194.740000 sec): 3 clusters
  Score: Raw -1200625.961050 + Penalty 3108.990599 = -1197516.970451
  nChanged 54
		SP:Iteration 73Q (31195.030000 sec): 3 clusters
  Score: Raw -1200637.675711 + Penalty 3108.990599 = -1197528.685112
  nChanged 38
		SP:Iteration 74Q (31195.330000 sec): 3 clusters
  Score: Raw -1200646.771017 + Penalty 3108.990599 = -1197537.780418
  nChanged 40
		SP:Iteration 75Q (31195.660000 sec): 3 clusters
  Score: Raw -1200655.924557 + Penalty 3108.990599 = -1197546.933958
  nChanged 40
		SP:Iteration 76Q (31195.900000 sec): 3 clusters
  Score: Raw -1200664.463653 + Penalty 3108.990599 = -1197555.473054
  nChanged 37
		SP:Iteration 77Q (31196.100000 sec): 3 clusters
  Score: Raw -1200674.041263 + Penalty 3108.990599 = -1197565.050664
  nChanged 47
		SP:Iteration 78Q (31196.400000 sec): 3 clusters
  Score: Raw -1200687.769208 + Penalty 3108.990599 = -1197578.778609
  nChanged 52
		SP:Iteration 79Q (31196.660000 sec): 3 clusters
  Score: Raw -1200701.846984 + Penalty 3108.990599 = -1197592.856386
  nChanged 56
		SP:Iteration 80F (31196.920000 sec): 3 clusters
  Score: Raw -1200719.845370 + Penalty 3108.990599 = -1197610.854771
  nChanged 62
		SP:Iteration 81Q (31197.200000 sec): 3 clusters
  Score: Raw -1200743.184955 + Penalty 3108.990599 = -1197634.194356
  nChanged 71
		SP:Iteration 82Q (31197.440000 sec): 3 clusters
  Score: Raw -1200774.842886 + Penalty 3108.990599 = -1197665.852287
  nChanged 85
		SP:Iteration 83Q (31197.680000 sec): 3 clusters
  Score: Raw -1200815.602277 + Penalty 3108.990599 = -1197706.611678
  nChanged 82
		SP:Iteration 84Q (31197.920000 sec): 3 clusters
  Score: Raw -1200851.409356 + Penalty 3108.990599 = -1197742.418757
  nChanged 83
		SP:Iteration 85Q (31198.140000 sec): 3 clusters
  Score: Raw -1200880.033933 + Penalty 3108.990599 = -1197771.043334
  nChanged 74
		SP:Iteration 86Q (31198.440000 sec): 3 clusters
  Score: Raw -1200906.506040 + Penalty 3108.990599 = -1197797.515441
  nChanged 79
		SP:Iteration 87Q (31198.700000 sec): 3 clusters
  Score: Raw -1200942.463607 + Penalty 3108.990599 = -1197833.473008
  nChanged 73
		SP:Iteration 88Q (31198.980000 sec): 3 clusters
  Score: Raw -1200977.151907 + Penalty 3108.990599 = -1197868.161308
  nChanged 69
		SP:Iteration 89Q (31199.190000 sec): 3 clusters
  Score: Raw -1201001.372646 + Penalty 3108.990599 = -1197892.382047
  nChanged 60
		SP:Iteration 90Q (31199.460000 sec): 3 clusters
  Score: Raw -1201019.651445 + Penalty 3108.990599 = -1197910.660846
  nChanged 61
		SP:Iteration 91Q (31199.700000 sec): 3 clusters
  Score: Raw -1201034.847497 + Penalty 3108.990599 = -1197925.856898
  nChanged 49
		SP:Iteration 92Q (31199.950000 sec): 3 clusters
  Score: Raw -1201045.683644 + Penalty 3108.990599 = -1197936.693045
  nChanged 37
		SP:Iteration 93Q (31200.250000 sec): 3 clusters
  Score: Raw -1201053.298241 + Penalty 3108.990599 = -1197944.307642
  nChanged 29
		SP:Iteration 94Q (31200.500000 sec): 3 clusters
  Score: Raw -1201059.221090 + Penalty 3108.990599 = -1197950.230491
  nChanged 28
		SP:Iteration 95Q (31200.780000 sec): 3 clusters
  Score: Raw -1201064.786279 + Penalty 3108.990599 = -1197955.795680
  nChanged 21
		SP:Iteration 96Q (31200.990000 sec): 3 clusters
  Score: Raw -1201069.970499 + Penalty 3108.990599 = -1197960.979900
  nChanged 23
		SP:Iteration 97Q (31201.190000 sec): 3 clusters
  Score: Raw -1201074.422246 + Penalty 3108.990599 = -1197965.431647
  nChanged 23
		SP:Iteration 98Q (31201.410000 sec): 3 clusters
  Score: Raw -1201079.017401 + Penalty 3108.990599 = -1197970.026803
  nChanged 15
		SP:Iteration 99Q (31201.680000 sec): 3 clusters
  Score: Raw -1201080.877415 + Penalty 3108.990599 = -1197971.886816
  nChanged 11
		SP:Iteration 100F (31201.900000 sec): 3 clusters
  Score: Raw -1201082.505527 + Penalty 3108.990599 = -1197973.514928
  nChanged 11
		SP:Iteration 101Q (31202.130000 sec): 3 clusters
  Score: Raw -1201083.992525 + Penalty 3108.990599 = -1197975.001926
  nChanged 10
		SP:Iteration 102Q (31202.350000 sec): 3 clusters
  Score: Raw -1201085.853858 + Penalty 3108.990599 = -1197976.863259
  nChanged 12
		SP:Iteration 103Q (31202.570000 sec): 3 clusters
  Score: Raw -1201087.166138 + Penalty 3108.990599 = -1197978.175539
  nChanged 1
		SP:Iteration 104Q (31202.890000 sec): 3 clusters
  Score: Raw -1201087.365504 + Penalty 3108.990599 = -1197978.374905
  nChanged 1
		SP:Iteration 105Q (31203.090000 sec): 3 clusters
  Score: Raw -1201087.425129 + Penalty 3108.990599 = -1197978.434530
  nChanged 2
		SP:Iteration 106Q (31203.390000 sec): 3 clusters
  Score: Raw -1201087.589544 + Penalty 3108.990599 = -1197978.598946
  nChanged 0
		SP:Iteration 107F (31203.610000 sec): 3 clusters
  Score: Raw -1201087.589544 + Penalty 3108.990599 = -1197978.598946
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 53 (6336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31203.740000 sec): 2 clusters
  Score: Raw -513048.513939 + Penalty 1422.525477 = -511625.988463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31203.970000 sec): 3 clusters
  Score: Raw -509708.108319 + Penalty 2845.050953 = -506863.057366
  nChanged 2590
		SP:Iteration 1F (31204.200000 sec): 3 clusters
  Score: Raw -511118.698298 + Penalty 2845.050953 = -508273.647344
  nChanged 442
		SP:Iteration 2F (31204.500000 sec): 3 clusters
  Score: Raw -511362.227271 + Penalty 2845.050953 = -508517.176318
  nChanged 358
		SP:Iteration 3F (31204.690000 sec): 3 clusters
  Score: Raw -511539.322566 + Penalty 2845.050953 = -508694.271613
  nChanged 288
		SP:Iteration 4Q (31204.860000 sec): 3 clusters
  Score: Raw -511703.424070 + Penalty 2845.050953 = -508858.373117
  nChanged 281
		SP:Iteration 5Q (31205.070000 sec): 3 clusters
  Score: Raw -511850.415674 + Penalty 2845.050953 = -509005.364720
  nChanged 245
		SP:Iteration 6Q (31205.300000 sec): 3 clusters
  Score: Raw -511990.488051 + Penalty 2845.050953 = -509145.437098
  nChanged 232
		SP:Iteration 7Q (31205.450000 sec): 3 clusters
  Score: Raw -512144.478788 + Penalty 2845.050953 = -509299.427835
  nChanged 250
		SP:Iteration 8Q (31205.610000 sec): 3 clusters
  Score: Raw -512338.690149 + Penalty 2845.050953 = -509493.639196
  nChanged 268
		SP:Iteration 9Q (31205.860000 sec): 3 clusters
  Score: Raw -512519.411304 + Penalty 2845.050953 = -509674.360351
  nChanged 219
		SP:Iteration 10Q (31206.080000 sec): 3 clusters
  Score: Raw -512682.302564 + Penalty 2845.050953 = -509837.251611
  nChanged 221
		SP:Iteration 11Q (31206.290000 sec): 3 clusters
  Score: Raw -512815.537114 + Penalty 2845.050953 = -509970.486160
  nChanged 178
		SP:Iteration 12Q (31206.530000 sec): 3 clusters
  Score: Raw -512925.996875 + Penalty 2845.050953 = -510080.945921
  nChanged 140
		SP:Iteration 13Q (31206.750000 sec): 3 clusters
  Score: Raw -513011.067801 + Penalty 2845.050953 = -510166.016848
  nChanged 128
		SP:Iteration 14Q (31206.930000 sec): 3 clusters
  Score: Raw -513094.061569 + Penalty 2845.050953 = -510249.010616
  nChanged 114
		SP:Iteration 15Q (31207.140000 sec): 3 clusters
  Score: Raw -513150.565611 + Penalty 2845.050953 = -510305.514657
  nChanged 88
		SP:Iteration 16Q (31207.360000 sec): 3 clusters
  Score: Raw -513190.944428 + Penalty 2845.050953 = -510345.893475
  nChanged 74
		SP:Iteration 17Q (31207.600000 sec): 3 clusters
  Score: Raw -513222.134260 + Penalty 2845.050953 = -510377.083307
  nChanged 52
		SP:Iteration 18Q (31207.820000 sec): 3 clusters
  Score: Raw -513250.103960 + Penalty 2845.050953 = -510405.053006
  nChanged 50
		SP:Iteration 19Q (31208.080000 sec): 3 clusters
  Score: Raw -513271.824051 + Penalty 2845.050953 = -510426.773098
  nChanged 36
		SP:Iteration 20F (31208.250000 sec): 3 clusters
  Score: Raw -513285.202372 + Penalty 2845.050953 = -510440.151419
  nChanged 32
		SP:Iteration 21Q (31208.470000 sec): 3 clusters
  Score: Raw -513297.774233 + Penalty 2845.050953 = -510452.723280
  nChanged 38
		SP:Iteration 22Q (31208.680000 sec): 3 clusters
  Score: Raw -513313.319666 + Penalty 2845.050953 = -510468.268713
  nChanged 42
		SP:Iteration 23Q (31208.940000 sec): 3 clusters
  Score: Raw -513327.511957 + Penalty 2845.050953 = -510482.461004
  nChanged 23
		SP:Iteration 24Q (31209.190000 sec): 3 clusters
  Score: Raw -513332.670268 + Penalty 2845.050953 = -510487.619314
  nChanged 13
		SP:Iteration 25Q (31209.350000 sec): 3 clusters
  Score: Raw -513336.017585 + Penalty 2845.050953 = -510490.966631
  nChanged 8
		SP:Iteration 26Q (31209.660000 sec): 3 clusters
  Score: Raw -513338.585839 + Penalty 2845.050953 = -510493.534885
  nChanged 8
		SP:Iteration 27Q (31209.870000 sec): 3 clusters
  Score: Raw -513340.715548 + Penalty 2845.050953 = -510495.664594
  nChanged 9
		SP:Iteration 28Q (31210.110000 sec): 3 clusters
  Score: Raw -513343.497601 + Penalty 2845.050953 = -510498.446647
  nChanged 10
		SP:Iteration 29Q (31210.300000 sec): 3 clusters
  Score: Raw -513346.769178 + Penalty 2845.050953 = -510501.718225
  nChanged 12
		SP:Iteration 30Q (31210.480000 sec): 3 clusters
  Score: Raw -513350.069674 + Penalty 2845.050953 = -510505.018721
  nChanged 14
		SP:Iteration 31Q (31210.670000 sec): 3 clusters
  Score: Raw -513353.747402 + Penalty 2845.050953 = -510508.696449
  nChanged 12
		SP:Iteration 32Q (31210.900000 sec): 3 clusters
  Score: Raw -513356.785175 + Penalty 2845.050953 = -510511.734221
  nChanged 8
		SP:Iteration 33Q (31211.100000 sec): 3 clusters
  Score: Raw -513358.237342 + Penalty 2845.050953 = -510513.186389
  nChanged 4
		SP:Iteration 34Q (31211.300000 sec): 3 clusters
  Score: Raw -513358.855790 + Penalty 2845.050953 = -510513.804837
  nChanged 5
		SP:Iteration 35Q (31211.500000 sec): 3 clusters
  Score: Raw -513360.366557 + Penalty 2845.050953 = -510515.315604
  nChanged 6
		SP:Iteration 36Q (31211.720000 sec): 3 clusters
  Score: Raw -513361.501743 + Penalty 2845.050953 = -510516.450790
  nChanged 5
		SP:Iteration 37Q (31211.950000 sec): 3 clusters
  Score: Raw -513362.895992 + Penalty 2845.050953 = -510517.845039
  nChanged 4
		SP:Iteration 38Q (31212.180000 sec): 3 clusters
  Score: Raw -513364.237378 + Penalty 2845.050953 = -510519.186425
  nChanged 4
		SP:Iteration 39Q (31212.380000 sec): 3 clusters
  Score: Raw -513365.385731 + Penalty 2845.050953 = -510520.334778
  nChanged 5
		SP:Iteration 40F (31212.630000 sec): 3 clusters
  Score: Raw -513366.186027 + Penalty 2845.050953 = -510521.135073
  nChanged 1
		SP:Iteration 41Q (31212.820000 sec): 3 clusters
  Score: Raw -513366.375965 + Penalty 2845.050953 = -510521.325012
  nChanged 2
		SP:Iteration 42Q (31213.100000 sec): 3 clusters
  Score: Raw -513366.640758 + Penalty 2845.050953 = -510521.589804
  nChanged 1
		SP:Iteration 43Q (31213.360000 sec): 3 clusters
  Score: Raw -513367.113955 + Penalty 2845.050953 = -510522.063002
  nChanged 0
		SP:Iteration 44F (31213.590000 sec): 3 clusters
  Score: Raw -513367.113955 + Penalty 2845.050953 = -510522.063002
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 54 (26319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31213.820000 sec): 2 clusters
  Score: Raw -2154094.683665 + Penalty 1653.932539 = -2152440.751126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31214.120000 sec): 3 clusters
  Score: Raw -2137960.917824 + Penalty 3307.865077 = -2134653.052747
  nChanged 12076
		SP:Iteration 1F (31214.420000 sec): 3 clusters
  Score: Raw -2144861.171569 + Penalty 3307.865077 = -2141553.306491
  nChanged 1528
		SP:Iteration 2F (31214.800000 sec): 3 clusters
  Score: Raw -2145622.518324 + Penalty 3307.865077 = -2142314.653247
  nChanged 1555
		SP:Iteration 3F (31215.060000 sec): 3 clusters
  Score: Raw -2146517.734244 + Penalty 3307.865077 = -2143209.869167
  nChanged 1624
		SP:Iteration 4F (31215.440000 sec): 3 clusters
  Score: Raw -2147557.930507 + Penalty 3307.865077 = -2144250.065430
  nChanged 1660
		SP:Iteration 5F (31215.800000 sec): 3 clusters
  Score: Raw -2148697.258114 + Penalty 3307.865077 = -2145389.393037
  nChanged 1709
		SP:Iteration 6F (31216.110000 sec): 3 clusters
  Score: Raw -2149866.505418 + Penalty 3307.865077 = -2146558.640341
  nChanged 1521
		SP:Iteration 7F (31216.450000 sec): 3 clusters
  Score: Raw -2150913.063625 + Penalty 3307.865077 = -2147605.198548
  nChanged 1385
		SP:Iteration 8F (31216.770000 sec): 3 clusters
  Score: Raw -2151810.164039 + Penalty 3307.865077 = -2148502.298962
  nChanged 1133
		SP:Iteration 9Q (31217.090000 sec): 3 clusters
  Score: Raw -2152372.513323 + Penalty 3307.865077 = -2149064.648246
  nChanged 862
		SP:Iteration 10Q (31217.430000 sec): 3 clusters
  Score: Raw -2152688.634127 + Penalty 3307.865077 = -2149380.769050
  nChanged 565
		SP:Iteration 11Q (31217.830000 sec): 3 clusters
  Score: Raw -2152874.397325 + Penalty 3307.865077 = -2149566.532248
  nChanged 439
		SP:Iteration 12Q (31218.160000 sec): 3 clusters
  Score: Raw -2153005.761854 + Penalty 3307.865077 = -2149697.896777
  nChanged 367
		SP:Iteration 13Q (31218.510000 sec): 3 clusters
  Score: Raw -2153104.967022 + Penalty 3307.865077 = -2149797.101945
  nChanged 300
		SP:Iteration 14Q (31218.840000 sec): 3 clusters
  Score: Raw -2153188.384815 + Penalty 3307.865077 = -2149880.519738
  nChanged 308
		SP:Iteration 15Q (31219.220000 sec): 3 clusters
  Score: Raw -2153280.097984 + Penalty 3307.865077 = -2149972.232907
  nChanged 324
		SP:Iteration 16Q (31219.520000 sec): 3 clusters
  Score: Raw -2153381.003554 + Penalty 3307.865077 = -2150073.138477
  nChanged 325
		SP:Iteration 17Q (31219.960000 sec): 3 clusters
  Score: Raw -2153482.540957 + Penalty 3307.865077 = -2150174.675880
  nChanged 316
		SP:Iteration 18Q (31220.260000 sec): 3 clusters
  Score: Raw -2153581.936386 + Penalty 3307.865077 = -2150274.071309
  nChanged 311
		SP:Iteration 19Q (31220.640000 sec): 3 clusters
  Score: Raw -2153684.619594 + Penalty 3307.865077 = -2150376.754517
  nChanged 341
		SP:Iteration 20F (31220.910000 sec): 3 clusters
  Score: Raw -2153794.171019 + Penalty 3307.865077 = -2150486.305942
  nChanged 318
		SP:Iteration 21Q (31221.250000 sec): 3 clusters
  Score: Raw -2153897.363147 + Penalty 3307.865077 = -2150589.498070
  nChanged 340
		SP:Iteration 22Q (31221.560000 sec): 3 clusters
  Score: Raw -2154006.383299 + Penalty 3307.865077 = -2150698.518222
  nChanged 327
		SP:Iteration 23Q (31221.880000 sec): 3 clusters
  Score: Raw -2154103.191093 + Penalty 3307.865077 = -2150795.326016
  nChanged 301
		SP:Iteration 24Q (31222.160000 sec): 3 clusters
  Score: Raw -2154192.273908 + Penalty 3307.865077 = -2150884.408831
  nChanged 305
		SP:Iteration 25Q (31222.480000 sec): 3 clusters
  Score: Raw -2154292.373806 + Penalty 3307.865077 = -2150984.508729
  nChanged 297
		SP:Iteration 26Q (31222.820000 sec): 3 clusters
  Score: Raw -2154393.675709 + Penalty 3307.865077 = -2151085.810632
  nChanged 301
		SP:Iteration 27Q (31223.130000 sec): 3 clusters
  Score: Raw -2154486.434592 + Penalty 3307.865077 = -2151178.569515
  nChanged 254
		SP:Iteration 28Q (31223.490000 sec): 3 clusters
  Score: Raw -2154563.435228 + Penalty 3307.865077 = -2151255.570151
  nChanged 218
		SP:Iteration 29Q (31223.770000 sec): 3 clusters
  Score: Raw -2154625.411576 + Penalty 3307.865077 = -2151317.546499
  nChanged 190
		SP:Iteration 30Q (31224.040000 sec): 3 clusters
  Score: Raw -2154676.948625 + Penalty 3307.865077 = -2151369.083548
  nChanged 178
		SP:Iteration 31Q (31224.340000 sec): 3 clusters
  Score: Raw -2154725.644324 + Penalty 3307.865077 = -2151417.779247
  nChanged 174
		SP:Iteration 32Q (31224.630000 sec): 3 clusters
  Score: Raw -2154773.667654 + Penalty 3307.865077 = -2151465.802577
  nChanged 143
		SP:Iteration 33Q (31224.960000 sec): 3 clusters
  Score: Raw -2154813.183522 + Penalty 3307.865077 = -2151505.318445
  nChanged 141
		SP:Iteration 34Q (31225.250000 sec): 3 clusters
  Score: Raw -2154848.998994 + Penalty 3307.865077 = -2151541.133917
  nChanged 134
		SP:Iteration 35Q (31225.560000 sec): 3 clusters
  Score: Raw -2154885.368369 + Penalty 3307.865077 = -2151577.503292
  nChanged 117
		SP:Iteration 36Q (31225.840000 sec): 3 clusters
  Score: Raw -2154917.290026 + Penalty 3307.865077 = -2151609.424949
  nChanged 100
		SP:Iteration 37Q (31226.140000 sec): 3 clusters
  Score: Raw -2154943.776258 + Penalty 3307.865077 = -2151635.911181
  nChanged 85
		SP:Iteration 38Q (31226.490000 sec): 3 clusters
  Score: Raw -2154967.071923 + Penalty 3307.865077 = -2151659.206846
  nChanged 68
		SP:Iteration 39Q (31226.790000 sec): 3 clusters
  Score: Raw -2154983.656757 + Penalty 3307.865077 = -2151675.791680
  nChanged 62
		SP:Iteration 40F (31227.120000 sec): 3 clusters
  Score: Raw -2154998.566677 + Penalty 3307.865077 = -2151690.701600
  nChanged 60
		SP:Iteration 41Q (31227.400000 sec): 3 clusters
  Score: Raw -2155015.620448 + Penalty 3307.865077 = -2151707.755371
  nChanged 55
		SP:Iteration 42Q (31227.680000 sec): 3 clusters
  Score: Raw -2155038.956095 + Penalty 3307.865077 = -2151731.091018
  nChanged 57
		SP:Iteration 43Q (31227.990000 sec): 3 clusters
  Score: Raw -2155068.882464 + Penalty 3307.865077 = -2151761.017387
  nChanged 59
		SP:Iteration 44Q (31228.340000 sec): 3 clusters
  Score: Raw -2155092.330879 + Penalty 3307.865077 = -2151784.465802
  nChanged 56
		SP:Iteration 45Q (31228.670000 sec): 3 clusters
  Score: Raw -2155109.986048 + Penalty 3307.865077 = -2151802.120971
  nChanged 57
		SP:Iteration 46Q (31228.930000 sec): 3 clusters
  Score: Raw -2155128.070661 + Penalty 3307.865077 = -2151820.205584
  nChanged 46
		SP:Iteration 47Q (31229.240000 sec): 3 clusters
  Score: Raw -2155139.286209 + Penalty 3307.865077 = -2151831.421132
  nChanged 37
		SP:Iteration 48Q (31229.510000 sec): 3 clusters
  Score: Raw -2155147.741147 + Penalty 3307.865077 = -2151839.876070
  nChanged 42
		SP:Iteration 49Q (31229.810000 sec): 3 clusters
  Score: Raw -2155155.998610 + Penalty 3307.865077 = -2151848.133533
  nChanged 30
		SP:Iteration 50Q (31230.070000 sec): 3 clusters
  Score: Raw -2155161.967189 + Penalty 3307.865077 = -2151854.102112
  nChanged 34
		SP:Iteration 51Q (31230.350000 sec): 3 clusters
  Score: Raw -2155167.341781 + Penalty 3307.865077 = -2151859.476704
  nChanged 17
		SP:Iteration 52Q (31230.630000 sec): 3 clusters
  Score: Raw -2155170.154524 + Penalty 3307.865077 = -2151862.289447
  nChanged 14
		SP:Iteration 53Q (31230.890000 sec): 3 clusters
  Score: Raw -2155172.466708 + Penalty 3307.865077 = -2151864.601631
  nChanged 10
		SP:Iteration 54Q (31231.220000 sec): 3 clusters
  Score: Raw -2155174.257497 + Penalty 3307.865077 = -2151866.392420
  nChanged 12
		SP:Iteration 55Q (31231.590000 sec): 3 clusters
  Score: Raw -2155176.458487 + Penalty 3307.865077 = -2151868.593410
  nChanged 12
		SP:Iteration 56Q (31231.940000 sec): 3 clusters
  Score: Raw -2155178.209848 + Penalty 3307.865077 = -2151870.344771
  nChanged 11
		SP:Iteration 57Q (31232.190000 sec): 3 clusters
  Score: Raw -2155179.923715 + Penalty 3307.865077 = -2151872.058638
  nChanged 12
		SP:Iteration 58Q (31232.510000 sec): 3 clusters
  Score: Raw -2155181.653331 + Penalty 3307.865077 = -2151873.788254
  nChanged 9
		SP:Iteration 59Q (31232.830000 sec): 3 clusters
  Score: Raw -2155183.315447 + Penalty 3307.865077 = -2151875.450370
  nChanged 11
		SP:Iteration 60F (31233.120000 sec): 3 clusters
  Score: Raw -2155184.553155 + Penalty 3307.865077 = -2151876.688078
  nChanged 6
		SP:Iteration 61Q (31233.410000 sec): 3 clusters
  Score: Raw -2155185.367806 + Penalty 3307.865077 = -2151877.502729
  nChanged 5
		SP:Iteration 62Q (31233.690000 sec): 3 clusters
  Score: Raw -2155185.931668 + Penalty 3307.865077 = -2151878.066591
  nChanged 2
		SP:Iteration 63Q (31233.990000 sec): 3 clusters
  Score: Raw -2155186.116551 + Penalty 3307.865077 = -2151878.251474
  nChanged 1
		SP:Iteration 64Q (31234.290000 sec): 3 clusters
  Score: Raw -2155186.238658 + Penalty 3307.865077 = -2151878.373581
  nChanged 1
		SP:Iteration 65Q (31234.600000 sec): 3 clusters
  Score: Raw -2155186.381676 + Penalty 3307.865077 = -2151878.516599
  nChanged 0
		SP:Iteration 66F (31234.910000 sec): 3 clusters
  Score: Raw -2155186.381676 + Penalty 3307.865077 = -2151878.516599
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 55 (3976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31235.050000 sec): 2 clusters
  Score: Raw -296582.822574 + Penalty 1346.805130 = -295236.017444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31235.190000 sec): 3 clusters
  Score: Raw -294602.371963 + Penalty 2693.610260 = -291908.761704
  nChanged 1556
		SP:Iteration 1F (31235.350000 sec): 3 clusters
  Score: Raw -295533.640505 + Penalty 2693.610260 = -292840.030245
  nChanged 350
		SP:Iteration 2F (31235.490000 sec): 3 clusters
  Score: Raw -295791.793795 + Penalty 2693.610260 = -293098.183536
  nChanged 265
		SP:Iteration 3F (31235.660000 sec): 3 clusters
  Score: Raw -295988.623019 + Penalty 2693.610260 = -293295.012760
  nChanged 245
		SP:Iteration 4F (31235.850000 sec): 3 clusters
  Score: Raw -296180.492574 + Penalty 2693.610260 = -293486.882314
  nChanged 205
		SP:Iteration 5F (31236.110000 sec): 3 clusters
  Score: Raw -296330.012295 + Penalty 2693.610260 = -293636.402035
  nChanged 181
		SP:Iteration 6Q (31236.300000 sec): 3 clusters
  Score: Raw -296459.009700 + Penalty 2693.610260 = -293765.399441
  nChanged 154
		SP:Iteration 7Q (31236.520000 sec): 3 clusters
  Score: Raw -296570.583109 + Penalty 2693.610260 = -293876.972850
  nChanged 145
		SP:Iteration 8Q (31236.670000 sec): 3 clusters
  Score: Raw -296669.522589 + Penalty 2693.610260 = -293975.912329
  nChanged 128
		SP:Iteration 9Q (31236.880000 sec): 3 clusters
  Score: Raw -296758.931239 + Penalty 2693.610260 = -294065.320980
  nChanged 98
		SP:Iteration 10Q (31237.050000 sec): 3 clusters
  Score: Raw -296820.239285 + Penalty 2693.610260 = -294126.629025
  nChanged 84
		SP:Iteration 11Q (31237.270000 sec): 3 clusters
  Score: Raw -296861.030514 + Penalty 2693.610260 = -294167.420254
  nChanged 61
		SP:Iteration 12Q (31237.430000 sec): 3 clusters
  Score: Raw -296890.952297 + Penalty 2693.610260 = -294197.342037
  nChanged 39
		SP:Iteration 13Q (31237.650000 sec): 3 clusters
  Score: Raw -296904.441484 + Penalty 2693.610260 = -294210.831224
  nChanged 20
		SP:Iteration 14Q (31237.810000 sec): 3 clusters
  Score: Raw -296910.296116 + Penalty 2693.610260 = -294216.685856
  nChanged 17
		SP:Iteration 15Q (31238.000000 sec): 3 clusters
  Score: Raw -296915.541232 + Penalty 2693.610260 = -294221.930972
  nChanged 17
		SP:Iteration 16Q (31238.200000 sec): 3 clusters
  Score: Raw -296922.131011 + Penalty 2693.610260 = -294228.520752
  nChanged 23
		SP:Iteration 17Q (31238.340000 sec): 3 clusters
  Score: Raw -296929.429436 + Penalty 2693.610260 = -294235.819176
  nChanged 18
		SP:Iteration 18Q (31238.550000 sec): 3 clusters
  Score: Raw -296937.554266 + Penalty 2693.610260 = -294243.944007
  nChanged 19
		SP:Iteration 19Q (31238.710000 sec): 3 clusters
  Score: Raw -296942.341821 + Penalty 2693.610260 = -294248.731562
  nChanged 11
		SP:Iteration 20F (31238.940000 sec): 3 clusters
  Score: Raw -296945.790967 + Penalty 2693.610260 = -294252.180708
  nChanged 12
		SP:Iteration 21Q (31239.140000 sec): 3 clusters
  Score: Raw -296950.655154 + Penalty 2693.610260 = -294257.044894
  nChanged 21
		SP:Iteration 22Q (31239.310000 sec): 3 clusters
  Score: Raw -296958.695851 + Penalty 2693.610260 = -294265.085591
  nChanged 17
		SP:Iteration 23Q (31239.460000 sec): 3 clusters
  Score: Raw -296966.010444 + Penalty 2693.610260 = -294272.400185
  nChanged 14
		SP:Iteration 24Q (31239.670000 sec): 3 clusters
  Score: Raw -296972.021691 + Penalty 2693.610260 = -294278.411431
  nChanged 15
		SP:Iteration 25Q (31239.820000 sec): 3 clusters
  Score: Raw -296976.677135 + Penalty 2693.610260 = -294283.066876
  nChanged 16
		SP:Iteration 26Q (31240.000000 sec): 3 clusters
  Score: Raw -296981.286729 + Penalty 2693.610260 = -294287.676470
  nChanged 10
		SP:Iteration 27Q (31240.200000 sec): 3 clusters
  Score: Raw -296983.629244 + Penalty 2693.610260 = -294290.018985
  nChanged 9
		SP:Iteration 28Q (31240.400000 sec): 3 clusters
  Score: Raw -296986.150196 + Penalty 2693.610260 = -294292.539936
  nChanged 16
		SP:Iteration 29Q (31240.630000 sec): 3 clusters
  Score: Raw -296991.080446 + Penalty 2693.610260 = -294297.470186
  nChanged 4
		SP:Iteration 30Q (31240.840000 sec): 3 clusters
  Score: Raw -296991.716307 + Penalty 2693.610260 = -294298.106048
  nChanged 8
		SP:Iteration 31Q (31241.030000 sec): 3 clusters
  Score: Raw -296993.648456 + Penalty 2693.610260 = -294300.038196
  nChanged 7
		SP:Iteration 32Q (31241.230000 sec): 3 clusters
  Score: Raw -296994.887360 + Penalty 2693.610260 = -294301.277100
  nChanged 4
		SP:Iteration 33Q (31241.410000 sec): 3 clusters
  Score: Raw -296995.565333 + Penalty 2693.610260 = -294301.955073
  nChanged 2
		SP:Iteration 34Q (31241.610000 sec): 3 clusters
  Score: Raw -296996.575557 + Penalty 2693.610260 = -294302.965297
  nChanged 3
		SP:Iteration 35Q (31241.810000 sec): 3 clusters
  Score: Raw -296997.166701 + Penalty 2693.610260 = -294303.556441
  nChanged 2
		SP:Iteration 36Q (31241.980000 sec): 3 clusters
  Score: Raw -296997.339005 + Penalty 2693.610260 = -294303.728745
  nChanged 0
		SP:Iteration 37F (31242.170000 sec): 3 clusters
  Score: Raw -296997.339005 + Penalty 2693.610260 = -294303.728745
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 56 (5403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31242.270000 sec): 2 clusters
  Score: Raw -397741.573472 + Penalty 1396.640315 = -396344.933156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31242.470000 sec): 3 clusters
  Score: Raw -394983.363025 + Penalty 2793.280631 = -392190.082394
  nChanged 2213
		SP:Iteration 1F (31242.700000 sec): 3 clusters
  Score: Raw -396475.866023 + Penalty 2793.280631 = -393682.585392
  nChanged 481
		SP:Iteration 2F (31242.880000 sec): 3 clusters
  Score: Raw -396875.151130 + Penalty 2793.280631 = -394081.870499
  nChanged 392
		SP:Iteration 3F (31243.130000 sec): 3 clusters
  Score: Raw -397210.167612 + Penalty 2793.280631 = -394416.886981
  nChanged 324
		SP:Iteration 4F (31243.300000 sec): 3 clusters
  Score: Raw -397471.771982 + Penalty 2793.280631 = -394678.491351
  nChanged 291
		SP:Iteration 5F (31243.520000 sec): 3 clusters
  Score: Raw -397736.651135 + Penalty 2793.280631 = -394943.370504
  nChanged 290
		SP:Iteration 6F (31243.710000 sec): 3 clusters
  Score: Raw -397994.380908 + Penalty 2793.280631 = -395201.100277
  nChanged 245
		SP:Iteration 7Q (31243.920000 sec): 3 clusters
  Score: Raw -398197.473671 + Penalty 2793.280631 = -395404.193040
  nChanged 218
		SP:Iteration 8Q (31244.140000 sec): 3 clusters
  Score: Raw -398358.277117 + Penalty 2793.280631 = -395564.996486
  nChanged 175
		SP:Iteration 9Q (31244.370000 sec): 3 clusters
  Score: Raw -398461.728529 + Penalty 2793.280631 = -395668.447898
  nChanged 136
		SP:Iteration 10Q (31244.570000 sec): 3 clusters
  Score: Raw -398536.226218 + Penalty 2793.280631 = -395742.945587
  nChanged 110
		SP:Iteration 11Q (31244.760000 sec): 3 clusters
  Score: Raw -398591.082221 + Penalty 2793.280631 = -395797.801590
  nChanged 84
		SP:Iteration 12Q (31244.940000 sec): 3 clusters
  Score: Raw -398628.677482 + Penalty 2793.280631 = -395835.396851
  nChanged 76
		SP:Iteration 13Q (31245.120000 sec): 3 clusters
  Score: Raw -398654.405103 + Penalty 2793.280631 = -395861.124472
  nChanged 48
		SP:Iteration 14Q (31245.330000 sec): 3 clusters
  Score: Raw -398672.724062 + Penalty 2793.280631 = -395879.443431
  nChanged 45
		SP:Iteration 15Q (31245.540000 sec): 3 clusters
  Score: Raw -398687.240919 + Penalty 2793.280631 = -395893.960288
  nChanged 34
		SP:Iteration 16Q (31245.750000 sec): 3 clusters
  Score: Raw -398698.919678 + Penalty 2793.280631 = -395905.639047
  nChanged 36
		SP:Iteration 17Q (31245.940000 sec): 3 clusters
  Score: Raw -398711.763294 + Penalty 2793.280631 = -395918.482663
  nChanged 34
		SP:Iteration 18Q (31246.120000 sec): 3 clusters
  Score: Raw -398721.188031 + Penalty 2793.280631 = -395927.907400
  nChanged 28
		SP:Iteration 19Q (31246.370000 sec): 3 clusters
  Score: Raw -398727.111742 + Penalty 2793.280631 = -395933.831111
  nChanged 18
		SP:Iteration 20F (31246.580000 sec): 3 clusters
  Score: Raw -398730.768093 + Penalty 2793.280631 = -395937.487462
  nChanged 14
		SP:Iteration 21Q (31246.780000 sec): 3 clusters
  Score: Raw -398732.973249 + Penalty 2793.280631 = -395939.692618
  nChanged 9
		SP:Iteration 22Q (31246.960000 sec): 3 clusters
  Score: Raw -398734.425411 + Penalty 2793.280631 = -395941.144780
  nChanged 10
		SP:Iteration 23Q (31247.240000 sec): 3 clusters
  Score: Raw -398735.904236 + Penalty 2793.280631 = -395942.623605
  nChanged 6
		SP:Iteration 24Q (31247.410000 sec): 3 clusters
  Score: Raw -398737.349203 + Penalty 2793.280631 = -395944.068572
  nChanged 4
		SP:Iteration 25Q (31247.600000 sec): 3 clusters
  Score: Raw -398737.855227 + Penalty 2793.280631 = -395944.574596
  nChanged 2
		SP:Iteration 26Q (31247.800000 sec): 3 clusters
  Score: Raw -398738.459651 + Penalty 2793.280631 = -395945.179020
  nChanged 3
		SP:Iteration 27Q (31248.020000 sec): 3 clusters
  Score: Raw -398738.943927 + Penalty 2793.280631 = -395945.663296
  nChanged 5
		SP:Iteration 28Q (31248.200000 sec): 3 clusters
  Score: Raw -398739.517361 + Penalty 2793.280631 = -395946.236730
  nChanged 3
		SP:Iteration 29Q (31248.380000 sec): 3 clusters
  Score: Raw -398740.097922 + Penalty 2793.280631 = -395946.817291
  nChanged 5
		SP:Iteration 30Q (31248.570000 sec): 3 clusters
  Score: Raw -398741.274973 + Penalty 2793.280631 = -395947.994342
  nChanged 6
		SP:Iteration 31Q (31248.760000 sec): 3 clusters
  Score: Raw -398742.703179 + Penalty 2793.280631 = -395949.422548
  nChanged 10
		SP:Iteration 32Q (31249.010000 sec): 3 clusters
  Score: Raw -398746.983334 + Penalty 2793.280631 = -395953.702703
  nChanged 7
		SP:Iteration 33Q (31249.210000 sec): 3 clusters
  Score: Raw -398748.958435 + Penalty 2793.280631 = -395955.677804
  nChanged 10
		SP:Iteration 34Q (31249.410000 sec): 3 clusters
  Score: Raw -398750.615101 + Penalty 2793.280631 = -395957.334470
  nChanged 6
		SP:Iteration 35Q (31249.560000 sec): 3 clusters
  Score: Raw -398751.607194 + Penalty 2793.280631 = -395958.326563
  nChanged 3
		SP:Iteration 36Q (31249.780000 sec): 3 clusters
  Score: Raw -398752.455968 + Penalty 2793.280631 = -395959.175337
  nChanged 3
		SP:Iteration 37Q (31249.990000 sec): 3 clusters
  Score: Raw -398753.118250 + Penalty 2793.280631 = -395959.837619
  nChanged 2
		SP:Iteration 38Q (31250.160000 sec): 3 clusters
  Score: Raw -398753.405093 + Penalty 2793.280631 = -395960.124462
  nChanged 2
		SP:Iteration 39Q (31250.390000 sec): 3 clusters
  Score: Raw -398753.725090 + Penalty 2793.280631 = -395960.444459
  nChanged 4
		SP:Iteration 40F (31250.580000 sec): 3 clusters
  Score: Raw -398754.094335 + Penalty 2793.280631 = -395960.813704
  nChanged 3
		SP:Iteration 41Q (31250.800000 sec): 3 clusters
  Score: Raw -398754.340320 + Penalty 2793.280631 = -395961.059689
  nChanged 3
		SP:Iteration 42Q (31251.020000 sec): 3 clusters
  Score: Raw -398754.971589 + Penalty 2793.280631 = -395961.690958
  nChanged 6
		SP:Iteration 43Q (31251.260000 sec): 3 clusters
  Score: Raw -398755.814961 + Penalty 2793.280631 = -395962.534330
  nChanged 1
		SP:Iteration 44Q (31251.450000 sec): 3 clusters
  Score: Raw -398755.937031 + Penalty 2793.280631 = -395962.656400
  nChanged 2
		SP:Iteration 45Q (31251.700000 sec): 3 clusters
  Score: Raw -398756.182782 + Penalty 2793.280631 = -395962.902151
  nChanged 0
		SP:Iteration 46F (31251.930000 sec): 3 clusters
  Score: Raw -398756.182782 + Penalty 2793.280631 = -395962.902151
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 57 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31252.020000 sec): 2 clusters
  Score: Raw -30630.179858 + Penalty 960.504455 = -29669.675403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31252.270000 sec): 3 clusters
  Score: Raw -30647.204407 + Penalty 1921.008909 = -28726.195497
  nChanged 53
		SP:Iteration 1F (31252.420000 sec): 3 clusters
  Score: Raw -30728.947350 + Penalty 1921.008909 = -28807.938440
  nChanged 9
		SP:Iteration 2Q (31252.590000 sec): 3 clusters
  Score: Raw -30746.576614 + Penalty 1921.008909 = -28825.567705
  nChanged 8
		SP:Iteration 3Q (31252.750000 sec): 3 clusters
  Score: Raw -30768.197071 + Penalty 1921.008909 = -28847.188162
  nChanged 3
		SP:Iteration 4Q (31252.930000 sec): 3 clusters
  Score: Raw -30773.578887 + Penalty 1921.008909 = -28852.569978
  nChanged 0
		SP:Iteration 5F (31253.100000 sec): 3 clusters
  Score: Raw -30773.578887 + Penalty 1921.008909 = -28852.569978
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 58 (5203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31253.230000 sec): 2 clusters
  Score: Raw -442007.340056 + Penalty 1390.510982 = -440616.829074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31253.390000 sec): 3 clusters
  Score: Raw -439295.828860 + Penalty 2781.021965 = -436514.806895
  nChanged 2078
		SP:Iteration 1F (31253.610000 sec): 3 clusters
  Score: Raw -440525.603890 + Penalty 2781.021965 = -437744.581925
  nChanged 391
		SP:Iteration 2F (31253.790000 sec): 3 clusters
  Score: Raw -440794.716461 + Penalty 2781.021965 = -438013.694497
  nChanged 319
		SP:Iteration 3F (31253.930000 sec): 3 clusters
  Score: Raw -441010.270245 + Penalty 2781.021965 = -438229.248280
  nChanged 280
		SP:Iteration 4F (31254.160000 sec): 3 clusters
  Score: Raw -441188.138896 + Penalty 2781.021965 = -438407.116931
  nChanged 214
		SP:Iteration 5Q (31254.340000 sec): 3 clusters
  Score: Raw -441315.252663 + Penalty 2781.021965 = -438534.230698
  nChanged 203
		SP:Iteration 6Q (31254.510000 sec): 3 clusters
  Score: Raw -441446.512431 + Penalty 2781.021965 = -438665.490466
  nChanged 203
		SP:Iteration 7Q (31254.720000 sec): 3 clusters
  Score: Raw -441594.330255 + Penalty 2781.021965 = -438813.308290
  nChanged 187
		SP:Iteration 8Q (31254.910000 sec): 3 clusters
  Score: Raw -441707.298686 + Penalty 2781.021965 = -438926.276721
  nChanged 142
		SP:Iteration 9Q (31255.120000 sec): 3 clusters
  Score: Raw -441794.857959 + Penalty 2781.021965 = -439013.835994
  nChanged 149
		SP:Iteration 10Q (31255.320000 sec): 3 clusters
  Score: Raw -441895.797829 + Penalty 2781.021965 = -439114.775864
  nChanged 143
		SP:Iteration 11Q (31255.510000 sec): 3 clusters
  Score: Raw -442008.675484 + Penalty 2781.021965 = -439227.653519
  nChanged 134
		SP:Iteration 12Q (31255.790000 sec): 3 clusters
  Score: Raw -442153.141223 + Penalty 2781.021965 = -439372.119259
  nChanged 112
		SP:Iteration 13Q (31255.990000 sec): 3 clusters
  Score: Raw -442297.251216 + Penalty 2781.021965 = -439516.229251
  nChanged 120
		SP:Iteration 14Q (31256.180000 sec): 3 clusters
  Score: Raw -442425.585690 + Penalty 2781.021965 = -439644.563725
  nChanged 91
		SP:Iteration 15Q (31256.380000 sec): 3 clusters
  Score: Raw -442511.124457 + Penalty 2781.021965 = -439730.102492
  nChanged 74
		SP:Iteration 16Q (31256.550000 sec): 3 clusters
  Score: Raw -442557.819582 + Penalty 2781.021965 = -439776.797617
  nChanged 48
		SP:Iteration 17Q (31256.710000 sec): 3 clusters
  Score: Raw -442580.615028 + Penalty 2781.021965 = -439799.593063
  nChanged 36
		SP:Iteration 18Q (31256.880000 sec): 3 clusters
  Score: Raw -442596.614178 + Penalty 2781.021965 = -439815.592213
  nChanged 21
		SP:Iteration 19Q (31257.060000 sec): 3 clusters
  Score: Raw -442604.838884 + Penalty 2781.021965 = -439823.816919
  nChanged 13
		SP:Iteration 20F (31257.280000 sec): 3 clusters
  Score: Raw -442609.742348 + Penalty 2781.021965 = -439828.720383
  nChanged 11
		SP:Iteration 21Q (31257.490000 sec): 3 clusters
  Score: Raw -442614.365062 + Penalty 2781.021965 = -439833.343097
  nChanged 8
		SP:Iteration 22Q (31257.700000 sec): 3 clusters
  Score: Raw -442617.473056 + Penalty 2781.021965 = -439836.451091
  nChanged 7
		SP:Iteration 23Q (31257.870000 sec): 3 clusters
  Score: Raw -442620.252055 + Penalty 2781.021965 = -439839.230090
  nChanged 9
		SP:Iteration 24Q (31258.090000 sec): 3 clusters
  Score: Raw -442622.684042 + Penalty 2781.021965 = -439841.662077
  nChanged 7
		SP:Iteration 25Q (31258.260000 sec): 3 clusters
  Score: Raw -442624.547348 + Penalty 2781.021965 = -439843.525383
  nChanged 5
		SP:Iteration 26Q (31258.440000 sec): 3 clusters
  Score: Raw -442626.614315 + Penalty 2781.021965 = -439845.592350
  nChanged 7
		SP:Iteration 27Q (31258.640000 sec): 3 clusters
  Score: Raw -442629.228115 + Penalty 2781.021965 = -439848.206151
  nChanged 10
		SP:Iteration 28Q (31258.820000 sec): 3 clusters
  Score: Raw -442631.649178 + Penalty 2781.021965 = -439850.627213
  nChanged 3
		SP:Iteration 29Q (31258.990000 sec): 3 clusters
  Score: Raw -442632.390573 + Penalty 2781.021965 = -439851.368608
  nChanged 3
		SP:Iteration 30Q (31259.210000 sec): 3 clusters
  Score: Raw -442633.481424 + Penalty 2781.021965 = -439852.459459
  nChanged 3
		SP:Iteration 31Q (31259.420000 sec): 3 clusters
  Score: Raw -442634.517399 + Penalty 2781.021965 = -439853.495434
  nChanged 2
		SP:Iteration 32Q (31259.610000 sec): 3 clusters
  Score: Raw -442635.177787 + Penalty 2781.021965 = -439854.155822
  nChanged 3
		SP:Iteration 33Q (31259.820000 sec): 3 clusters
  Score: Raw -442635.795998 + Penalty 2781.021965 = -439854.774033
  nChanged 2
		SP:Iteration 34Q (31260.030000 sec): 3 clusters
  Score: Raw -442636.313218 + Penalty 2781.021965 = -439855.291253
  nChanged 1
		SP:Iteration 35Q (31260.240000 sec): 3 clusters
  Score: Raw -442636.582999 + Penalty 2781.021965 = -439855.561034
  nChanged 0
		SP:Iteration 36F (31260.420000 sec): 3 clusters
  Score: Raw -442636.582999 + Penalty 2781.021965 = -439855.561034
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 59 (14491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31260.580000 sec): 2 clusters
  Score: Raw -1248847.616118 + Penalty 1556.958495 = -1247290.657623
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31260.840000 sec): 3 clusters
  Score: Raw -1240369.135421 + Penalty 3113.916990 = -1237255.218431
  nChanged 6463
		SP:Iteration 1F (31261.100000 sec): 3 clusters
  Score: Raw -1244114.114756 + Penalty 3113.916990 = -1241000.197766
  nChanged 966
		SP:Iteration 2F (31261.330000 sec): 3 clusters
  Score: Raw -1244642.551435 + Penalty 3113.916990 = -1241528.634445
  nChanged 914
		SP:Iteration 3F (31261.550000 sec): 3 clusters
  Score: Raw -1245162.368649 + Penalty 3113.916990 = -1242048.451659
  nChanged 856
		SP:Iteration 4F (31261.860000 sec): 3 clusters
  Score: Raw -1245665.242425 + Penalty 3113.916990 = -1242551.325435
  nChanged 828
		SP:Iteration 5F (31262.090000 sec): 3 clusters
  Score: Raw -1246128.362321 + Penalty 3113.916990 = -1243014.445331
  nChanged 704
		SP:Iteration 6Q (31262.310000 sec): 3 clusters
  Score: Raw -1246529.819797 + Penalty 3113.916990 = -1243415.902807
  nChanged 671
		SP:Iteration 7Q (31262.510000 sec): 3 clusters
  Score: Raw -1246937.714337 + Penalty 3113.916990 = -1243823.797347
  nChanged 622
		SP:Iteration 8Q (31262.790000 sec): 3 clusters
  Score: Raw -1247327.351378 + Penalty 3113.916990 = -1244213.434388
  nChanged 550
		SP:Iteration 9Q (31262.990000 sec): 3 clusters
  Score: Raw -1247710.235665 + Penalty 3113.916990 = -1244596.318675
  nChanged 491
		SP:Iteration 10Q (31263.290000 sec): 3 clusters
  Score: Raw -1248067.094157 + Penalty 3113.916990 = -1244953.177167
  nChanged 380
		SP:Iteration 11Q (31263.490000 sec): 3 clusters
  Score: Raw -1248337.461397 + Penalty 3113.916990 = -1245223.544407
  nChanged 316
		SP:Iteration 12Q (31263.730000 sec): 3 clusters
  Score: Raw -1248564.079330 + Penalty 3113.916990 = -1245450.162340
  nChanged 237
		SP:Iteration 13Q (31263.950000 sec): 3 clusters
  Score: Raw -1248740.344263 + Penalty 3113.916990 = -1245626.427273
  nChanged 174
		SP:Iteration 14Q (31264.190000 sec): 3 clusters
  Score: Raw -1248861.879694 + Penalty 3113.916990 = -1245747.962704
  nChanged 110
		SP:Iteration 15Q (31264.450000 sec): 3 clusters
  Score: Raw -1248932.151188 + Penalty 3113.916990 = -1245818.234198
  nChanged 76
		SP:Iteration 16Q (31264.700000 sec): 3 clusters
  Score: Raw -1248980.955741 + Penalty 3113.916990 = -1245867.038751
  nChanged 51
		SP:Iteration 17Q (31264.930000 sec): 3 clusters
  Score: Raw -1249011.958921 + Penalty 3113.916990 = -1245898.041931
  nChanged 43
		SP:Iteration 18Q (31265.170000 sec): 3 clusters
  Score: Raw -1249039.488203 + Penalty 3113.916990 = -1245925.571213
  nChanged 34
		SP:Iteration 19Q (31265.420000 sec): 3 clusters
  Score: Raw -1249061.545935 + Penalty 3113.916990 = -1245947.628945
  nChanged 19
		SP:Iteration 20F (31265.620000 sec): 3 clusters
  Score: Raw -1249076.042634 + Penalty 3113.916990 = -1245962.125644
  nChanged 15
		SP:Iteration 21Q (31265.850000 sec): 3 clusters
  Score: Raw -1249088.121405 + Penalty 3113.916990 = -1245974.204415
  nChanged 17
		SP:Iteration 22Q (31266.110000 sec): 3 clusters
  Score: Raw -1249098.392566 + Penalty 3113.916990 = -1245984.475576
  nChanged 12
		SP:Iteration 23Q (31266.320000 sec): 3 clusters
  Score: Raw -1249104.254044 + Penalty 3113.916990 = -1245990.337054
  nChanged 4
		SP:Iteration 24Q (31266.580000 sec): 3 clusters
  Score: Raw -1249106.217733 + Penalty 3113.916990 = -1245992.300743
  nChanged 6
		SP:Iteration 25Q (31266.810000 sec): 3 clusters
  Score: Raw -1249109.944005 + Penalty 3113.916990 = -1245996.027015
  nChanged 4
		SP:Iteration 26Q (31267.000000 sec): 3 clusters
  Score: Raw -1249112.595212 + Penalty 3113.916990 = -1245998.678222
  nChanged 6
		SP:Iteration 27Q (31267.280000 sec): 3 clusters
  Score: Raw -1249117.904545 + Penalty 3113.916990 = -1246003.987555
  nChanged 4
		SP:Iteration 28Q (31267.530000 sec): 3 clusters
  Score: Raw -1249119.573161 + Penalty 3113.916990 = -1246005.656171
  nChanged 2
		SP:Iteration 29Q (31267.770000 sec): 3 clusters
  Score: Raw -1249120.374514 + Penalty 3113.916990 = -1246006.457524
  nChanged 2
		SP:Iteration 30Q (31268.050000 sec): 3 clusters
  Score: Raw -1249121.123658 + Penalty 3113.916990 = -1246007.206668
  nChanged 3
		SP:Iteration 31Q (31268.290000 sec): 3 clusters
  Score: Raw -1249121.778793 + Penalty 3113.916990 = -1246007.861803
  nChanged 0
		SP:Iteration 32F (31268.570000 sec): 3 clusters
  Score: Raw -1249121.778793 + Penalty 3113.916990 = -1246007.861803
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 60 (665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31268.680000 sec): 2 clusters
  Score: Raw -53042.062469 + Penalty 1056.215394 = -51985.847075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31268.910000 sec): 3 clusters
  Score: Raw -52894.265498 + Penalty 2112.430788 = -50781.834709
  nChanged 178
		SP:Iteration 1F (31269.090000 sec): 3 clusters
  Score: Raw -53100.689537 + Penalty 2112.430788 = -50988.258749
  nChanged 39
		SP:Iteration 2F (31269.240000 sec): 3 clusters
  Score: Raw -53168.422972 + Penalty 2112.430788 = -51055.992184
  nChanged 24
		SP:Iteration 3Q (31269.420000 sec): 3 clusters
  Score: Raw -53212.677213 + Penalty 2112.430788 = -51100.246425
  nChanged 23
		SP:Iteration 4Q (31269.590000 sec): 3 clusters
  Score: Raw -53260.726639 + Penalty 2112.430788 = -51148.295851
  nChanged 19
		SP:Iteration 5Q (31269.870000 sec): 3 clusters
  Score: Raw -53305.381871 + Penalty 2112.430788 = -51192.951083
  nChanged 21
		SP:Iteration 6Q (31270.030000 sec): 3 clusters
  Score: Raw -53392.445646 + Penalty 2112.430788 = -51280.014858
  nChanged 22
		SP:Iteration 7Q (31270.200000 sec): 3 clusters
  Score: Raw -53600.474946 + Penalty 2112.430788 = -51488.044158
  nChanged 28
		SP:Iteration 8Q (31270.390000 sec): 3 clusters
  Score: Raw -53704.806629 + Penalty 2112.430788 = -51592.375841
  nChanged 27
		SP:Iteration 9Q (31270.510000 sec): 3 clusters
  Score: Raw -53746.702412 + Penalty 2112.430788 = -51634.271624
  nChanged 26
		SP:Iteration 10Q (31270.700000 sec): 3 clusters
  Score: Raw -53791.270066 + Penalty 2112.430788 = -51678.839277
  nChanged 21
		SP:Iteration 11Q (31270.890000 sec): 3 clusters
  Score: Raw -53841.213757 + Penalty 2112.430788 = -51728.782969
  nChanged 22
		SP:Iteration 12Q (31271.070000 sec): 3 clusters
  Score: Raw -53882.978065 + Penalty 2112.430788 = -51770.547277
  nChanged 15
		SP:Iteration 13Q (31271.260000 sec): 3 clusters
  Score: Raw -53904.190481 + Penalty 2112.430788 = -51791.759692
  nChanged 6
		SP:Iteration 14Q (31271.430000 sec): 3 clusters
  Score: Raw -53916.694510 + Penalty 2112.430788 = -51804.263722
  nChanged 7
		SP:Iteration 15Q (31271.600000 sec): 3 clusters
  Score: Raw -53930.519358 + Penalty 2112.430788 = -51818.088569
  nChanged 2
		SP:Iteration 16Q (31271.770000 sec): 3 clusters
  Score: Raw -53935.373557 + Penalty 2112.430788 = -51822.942768
  nChanged 1
		SP:Iteration 17Q (31271.930000 sec): 3 clusters
  Score: Raw -53936.981437 + Penalty 2112.430788 = -51824.550648
  nChanged 1
		SP:Iteration 18Q (31272.120000 sec): 3 clusters
  Score: Raw -53939.129230 + Penalty 2112.430788 = -51826.698442
  nChanged 2
		SP:Iteration 19Q (31272.330000 sec): 3 clusters
  Score: Raw -53941.475547 + Penalty 2112.430788 = -51829.044758
  nChanged 0
		SP:Iteration 20F (31272.450000 sec): 3 clusters
  Score: Raw -53941.475547 + Penalty 2112.430788 = -51829.044758
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 61 (11275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31272.590000 sec): 2 clusters
  Score: Raw -929245.884221 + Penalty 1516.180764 = -927729.703457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31272.790000 sec): 3 clusters
  Score: Raw -922744.270336 + Penalty 3032.361528 = -919711.908808
  nChanged 4903
		SP:Iteration 1F (31273.010000 sec): 3 clusters
  Score: Raw -925254.031260 + Penalty 3032.361528 = -922221.669732
  nChanged 666
		SP:Iteration 2F (31273.230000 sec): 3 clusters
  Score: Raw -925551.754590 + Penalty 3032.361528 = -922519.393061
  nChanged 584
		SP:Iteration 3F (31273.460000 sec): 3 clusters
  Score: Raw -925795.972549 + Penalty 3032.361528 = -922763.611021
  nChanged 490
		SP:Iteration 4Q (31273.640000 sec): 3 clusters
  Score: Raw -926014.626932 + Penalty 3032.361528 = -922982.265404
  nChanged 468
		SP:Iteration 5Q (31273.870000 sec): 3 clusters
  Score: Raw -926267.905959 + Penalty 3032.361528 = -923235.544431
  nChanged 492
		SP:Iteration 6Q (31274.090000 sec): 3 clusters
  Score: Raw -926570.182283 + Penalty 3032.361528 = -923537.820755
  nChanged 527
		SP:Iteration 7Q (31274.310000 sec): 3 clusters
  Score: Raw -926920.140306 + Penalty 3032.361528 = -923887.778778
  nChanged 541
		SP:Iteration 8Q (31274.510000 sec): 3 clusters
  Score: Raw -927311.973614 + Penalty 3032.361528 = -924279.612086
  nChanged 542
		SP:Iteration 9Q (31274.650000 sec): 3 clusters
  Score: Raw -927715.301244 + Penalty 3032.361528 = -924682.939715
  nChanged 559
		SP:Iteration 10Q (31274.850000 sec): 3 clusters
  Score: Raw -928140.102382 + Penalty 3032.361528 = -925107.740853
  nChanged 538
		SP:Iteration 11Q (31275.080000 sec): 3 clusters
  Score: Raw -928465.187016 + Penalty 3032.361528 = -925432.825487
  nChanged 425
		SP:Iteration 12Q (31275.340000 sec): 3 clusters
  Score: Raw -928692.950093 + Penalty 3032.361528 = -925660.588565
  nChanged 342
		SP:Iteration 13Q (31275.510000 sec): 3 clusters
  Score: Raw -928856.267678 + Penalty 3032.361528 = -925823.906150
  nChanged 262
		SP:Iteration 14Q (31275.690000 sec): 3 clusters
  Score: Raw -928953.320199 + Penalty 3032.361528 = -925920.958671
  nChanged 205
		SP:Iteration 15Q (31275.870000 sec): 3 clusters
  Score: Raw -929026.824411 + Penalty 3032.361528 = -925994.462883
  nChanged 172
		SP:Iteration 16Q (31276.020000 sec): 3 clusters
  Score: Raw -929085.345261 + Penalty 3032.361528 = -926052.983733
  nChanged 151
		SP:Iteration 17Q (31276.240000 sec): 3 clusters
  Score: Raw -929132.998881 + Penalty 3032.361528 = -926100.637353
  nChanged 129
		SP:Iteration 18Q (31276.460000 sec): 3 clusters
  Score: Raw -929169.137194 + Penalty 3032.361528 = -926136.775666
  nChanged 122
		SP:Iteration 19Q (31276.700000 sec): 3 clusters
  Score: Raw -929203.048161 + Penalty 3032.361528 = -926170.686632
  nChanged 109
		SP:Iteration 20F (31276.990000 sec): 3 clusters
  Score: Raw -929232.733547 + Penalty 3032.361528 = -926200.372019
  nChanged 84
		SP:Iteration 21Q (31277.160000 sec): 3 clusters
  Score: Raw -929252.201853 + Penalty 3032.361528 = -926219.840324
  nChanged 74
		SP:Iteration 22Q (31277.380000 sec): 3 clusters
  Score: Raw -929268.089998 + Penalty 3032.361528 = -926235.728470
  nChanged 62
		SP:Iteration 23Q (31277.620000 sec): 3 clusters
  Score: Raw -929280.671363 + Penalty 3032.361528 = -926248.309834
  nChanged 70
		SP:Iteration 24Q (31277.870000 sec): 3 clusters
  Score: Raw -929294.861964 + Penalty 3032.361528 = -926262.500436
  nChanged 56
		SP:Iteration 25Q (31278.080000 sec): 3 clusters
  Score: Raw -929307.977781 + Penalty 3032.361528 = -926275.616253
  nChanged 60
		SP:Iteration 26Q (31278.300000 sec): 3 clusters
  Score: Raw -929322.158336 + Penalty 3032.361528 = -926289.796808
  nChanged 54
		SP:Iteration 27Q (31278.540000 sec): 3 clusters
  Score: Raw -929334.932250 + Penalty 3032.361528 = -926302.570722
  nChanged 55
		SP:Iteration 28Q (31278.770000 sec): 3 clusters
  Score: Raw -929346.797970 + Penalty 3032.361528 = -926314.436442
  nChanged 50
		SP:Iteration 29Q (31279.000000 sec): 3 clusters
  Score: Raw -929357.256141 + Penalty 3032.361528 = -926324.894613
  nChanged 53
		SP:Iteration 30Q (31279.220000 sec): 3 clusters
  Score: Raw -929369.104406 + Penalty 3032.361528 = -926336.742877
  nChanged 61
		SP:Iteration 31Q (31279.440000 sec): 3 clusters
  Score: Raw -929385.247296 + Penalty 3032.361528 = -926352.885767
  nChanged 66
		SP:Iteration 32Q (31279.680000 sec): 3 clusters
  Score: Raw -929401.491418 + Penalty 3032.361528 = -926369.129889
  nChanged 67
		SP:Iteration 33Q (31279.900000 sec): 3 clusters
  Score: Raw -929417.390867 + Penalty 3032.361528 = -926385.029338
  nChanged 60
		SP:Iteration 34Q (31280.140000 sec): 3 clusters
  Score: Raw -929430.985683 + Penalty 3032.361528 = -926398.624154
  nChanged 64
		SP:Iteration 35Q (31280.370000 sec): 3 clusters
  Score: Raw -929441.241376 + Penalty 3032.361528 = -926408.879848
  nChanged 35
		SP:Iteration 36Q (31280.580000 sec): 3 clusters
  Score: Raw -929446.223713 + Penalty 3032.361528 = -926413.862185
  nChanged 29
		SP:Iteration 37Q (31280.790000 sec): 3 clusters
  Score: Raw -929449.771770 + Penalty 3032.361528 = -926417.410241
  nChanged 22
		SP:Iteration 38Q (31281.040000 sec): 3 clusters
  Score: Raw -929452.612764 + Penalty 3032.361528 = -926420.251236
  nChanged 28
		SP:Iteration 39Q (31281.260000 sec): 3 clusters
  Score: Raw -929456.331771 + Penalty 3032.361528 = -926423.970243
  nChanged 28
		SP:Iteration 40F (31281.500000 sec): 3 clusters
  Score: Raw -929459.744161 + Penalty 3032.361528 = -926427.382633
  nChanged 27
		SP:Iteration 41Q (31281.750000 sec): 3 clusters
  Score: Raw -929464.315062 + Penalty 3032.361528 = -926431.953533
  nChanged 26
		SP:Iteration 42Q (31281.990000 sec): 3 clusters
  Score: Raw -929468.434256 + Penalty 3032.361528 = -926436.072727
  nChanged 21
		SP:Iteration 43Q (31282.260000 sec): 3 clusters
  Score: Raw -929471.496980 + Penalty 3032.361528 = -926439.135451
  nChanged 23
		SP:Iteration 44Q (31282.500000 sec): 3 clusters
  Score: Raw -929474.520477 + Penalty 3032.361528 = -926442.158948
  nChanged 24
		SP:Iteration 45Q (31282.720000 sec): 3 clusters
  Score: Raw -929478.179163 + Penalty 3032.361528 = -926445.817635
  nChanged 25
		SP:Iteration 46Q (31282.930000 sec): 3 clusters
  Score: Raw -929481.583876 + Penalty 3032.361528 = -926449.222348
  nChanged 23
		SP:Iteration 47Q (31283.130000 sec): 3 clusters
  Score: Raw -929484.395680 + Penalty 3032.361528 = -926452.034152
  nChanged 30
		SP:Iteration 48Q (31283.340000 sec): 3 clusters
  Score: Raw -929488.820927 + Penalty 3032.361528 = -926456.459399
  nChanged 33
		SP:Iteration 49Q (31283.590000 sec): 3 clusters
  Score: Raw -929493.202257 + Penalty 3032.361528 = -926460.840729
  nChanged 26
		SP:Iteration 50Q (31283.780000 sec): 3 clusters
  Score: Raw -929497.167017 + Penalty 3032.361528 = -926464.805489
  nChanged 33
		SP:Iteration 51Q (31284.040000 sec): 3 clusters
  Score: Raw -929502.936336 + Penalty 3032.361528 = -926470.574808
  nChanged 41
		SP:Iteration 52Q (31284.290000 sec): 3 clusters
  Score: Raw -929510.610335 + Penalty 3032.361528 = -926478.248807
  nChanged 42
		SP:Iteration 53Q (31284.550000 sec): 3 clusters
  Score: Raw -929518.001619 + Penalty 3032.361528 = -926485.640091
  nChanged 37
		SP:Iteration 54Q (31284.810000 sec): 3 clusters
  Score: Raw -929524.226112 + Penalty 3032.361528 = -926491.864584
  nChanged 38
		SP:Iteration 55Q (31285.020000 sec): 3 clusters
  Score: Raw -929530.689802 + Penalty 3032.361528 = -926498.328274
  nChanged 42
		SP:Iteration 56Q (31285.230000 sec): 3 clusters
  Score: Raw -929536.924128 + Penalty 3032.361528 = -926504.562599
  nChanged 32
		SP:Iteration 57Q (31285.480000 sec): 3 clusters
  Score: Raw -929542.101840 + Penalty 3032.361528 = -926509.740311
  nChanged 37
		SP:Iteration 58Q (31285.650000 sec): 3 clusters
  Score: Raw -929548.384739 + Penalty 3032.361528 = -926516.023211
  nChanged 35
		SP:Iteration 59Q (31285.900000 sec): 3 clusters
  Score: Raw -929554.561185 + Penalty 3032.361528 = -926522.199656
  nChanged 37
		SP:Iteration 60F (31286.110000 sec): 3 clusters
  Score: Raw -929560.490775 + Penalty 3032.361528 = -926528.129247
  nChanged 29
		SP:Iteration 61Q (31286.380000 sec): 3 clusters
  Score: Raw -929564.919019 + Penalty 3032.361528 = -926532.557491
  nChanged 27
		SP:Iteration 62Q (31286.590000 sec): 3 clusters
  Score: Raw -929568.304581 + Penalty 3032.361528 = -926535.943053
  nChanged 18
		SP:Iteration 63Q (31286.840000 sec): 3 clusters
  Score: Raw -929571.370039 + Penalty 3032.361528 = -926539.008511
  nChanged 24
		SP:Iteration 64Q (31287.100000 sec): 3 clusters
  Score: Raw -929575.344027 + Penalty 3032.361528 = -926542.982499
  nChanged 26
		SP:Iteration 65Q (31287.310000 sec): 3 clusters
  Score: Raw -929579.276477 + Penalty 3032.361528 = -926546.914948
  nChanged 32
		SP:Iteration 66Q (31287.560000 sec): 3 clusters
  Score: Raw -929585.438262 + Penalty 3032.361528 = -926553.076734
  nChanged 26
		SP:Iteration 67Q (31287.790000 sec): 3 clusters
  Score: Raw -929589.847947 + Penalty 3032.361528 = -926557.486419
  nChanged 22
		SP:Iteration 68Q (31288.020000 sec): 3 clusters
  Score: Raw -929593.489721 + Penalty 3032.361528 = -926561.128192
  nChanged 26
		SP:Iteration 69Q (31288.210000 sec): 3 clusters
  Score: Raw -929597.710437 + Penalty 3032.361528 = -926565.348908
  nChanged 25
		SP:Iteration 70Q (31288.460000 sec): 3 clusters
  Score: Raw -929602.084110 + Penalty 3032.361528 = -926569.722582
  nChanged 29
		SP:Iteration 71Q (31288.630000 sec): 3 clusters
  Score: Raw -929607.252213 + Penalty 3032.361528 = -926574.890684
  nChanged 22
		SP:Iteration 72Q (31288.870000 sec): 3 clusters
  Score: Raw -929610.413191 + Penalty 3032.361528 = -926578.051662
  nChanged 17
		SP:Iteration 73Q (31289.120000 sec): 3 clusters
  Score: Raw -929612.921492 + Penalty 3032.361528 = -926580.559963
  nChanged 20
		SP:Iteration 74Q (31289.310000 sec): 3 clusters
  Score: Raw -929615.174105 + Penalty 3032.361528 = -926582.812577
  nChanged 8
		SP:Iteration 75Q (31289.580000 sec): 3 clusters
  Score: Raw -929615.998923 + Penalty 3032.361528 = -926583.637395
  nChanged 7
		SP:Iteration 76Q (31289.810000 sec): 3 clusters
  Score: Raw -929616.404559 + Penalty 3032.361528 = -926584.043030
  nChanged 5
		SP:Iteration 77Q (31290.090000 sec): 3 clusters
  Score: Raw -929617.310386 + Penalty 3032.361528 = -926584.948858
  nChanged 11
		SP:Iteration 78Q (31290.310000 sec): 3 clusters
  Score: Raw -929619.316008 + Penalty 3032.361528 = -926586.954480
  nChanged 9
		SP:Iteration 79Q (31290.530000 sec): 3 clusters
  Score: Raw -929620.742081 + Penalty 3032.361528 = -926588.380553
  nChanged 10
		SP:Iteration 80F (31290.750000 sec): 3 clusters
  Score: Raw -929622.077320 + Penalty 3032.361528 = -926589.715792
  nChanged 15
		SP:Iteration 81Q (31290.980000 sec): 3 clusters
  Score: Raw -929624.003595 + Penalty 3032.361528 = -926591.642066
  nChanged 10
		SP:Iteration 82Q (31291.220000 sec): 3 clusters
  Score: Raw -929625.199055 + Penalty 3032.361528 = -926592.837527
  nChanged 10
		SP:Iteration 83Q (31291.450000 sec): 3 clusters
  Score: Raw -929626.373528 + Penalty 3032.361528 = -926594.012000
  nChanged 11
		SP:Iteration 84Q (31291.630000 sec): 3 clusters
  Score: Raw -929627.844551 + Penalty 3032.361528 = -926595.483023
  nChanged 10
		SP:Iteration 85Q (31291.870000 sec): 3 clusters
  Score: Raw -929629.051014 + Penalty 3032.361528 = -926596.689486
  nChanged 11
		SP:Iteration 86Q (31292.050000 sec): 3 clusters
  Score: Raw -929630.433306 + Penalty 3032.361528 = -926598.071778
  nChanged 10
		SP:Iteration 87Q (31292.300000 sec): 3 clusters
  Score: Raw -929631.789064 + Penalty 3032.361528 = -926599.427535
  nChanged 13
		SP:Iteration 88Q (31292.500000 sec): 3 clusters
  Score: Raw -929633.508505 + Penalty 3032.361528 = -926601.146976
  nChanged 14
		SP:Iteration 89Q (31292.770000 sec): 3 clusters
  Score: Raw -929635.032511 + Penalty 3032.361528 = -926602.670982
  nChanged 12
		SP:Iteration 90Q (31292.980000 sec): 3 clusters
  Score: Raw -929636.453162 + Penalty 3032.361528 = -926604.091633
  nChanged 8
		SP:Iteration 91Q (31293.190000 sec): 3 clusters
  Score: Raw -929637.189694 + Penalty 3032.361528 = -926604.828166
  nChanged 11
		SP:Iteration 92Q (31293.410000 sec): 3 clusters
  Score: Raw -929638.341110 + Penalty 3032.361528 = -926605.979581
  nChanged 10
		SP:Iteration 93Q (31293.640000 sec): 3 clusters
  Score: Raw -929639.204030 + Penalty 3032.361528 = -926606.842502
  nChanged 9
		SP:Iteration 94Q (31293.860000 sec): 3 clusters
  Score: Raw -929639.832107 + Penalty 3032.361528 = -926607.470579
  nChanged 4
		SP:Iteration 95Q (31294.110000 sec): 3 clusters
  Score: Raw -929640.276266 + Penalty 3032.361528 = -926607.914737
  nChanged 9
		SP:Iteration 96Q (31294.330000 sec): 3 clusters
  Score: Raw -929641.828521 + Penalty 3032.361528 = -926609.466992
  nChanged 16
		SP:Iteration 97Q (31294.590000 sec): 3 clusters
  Score: Raw -929644.581048 + Penalty 3032.361528 = -926612.219520
  nChanged 19
		SP:Iteration 98Q (31294.830000 sec): 3 clusters
  Score: Raw -929647.729261 + Penalty 3032.361528 = -926615.367732
  nChanged 21
		SP:Iteration 99Q (31295.050000 sec): 3 clusters
  Score: Raw -929650.992356 + Penalty 3032.361528 = -926618.630828
  nChanged 23
		SP:Iteration 100F (31295.320000 sec): 3 clusters
  Score: Raw -929654.809761 + Penalty 3032.361528 = -926622.448233
  nChanged 28
		SP:Iteration 101Q (31295.520000 sec): 3 clusters
  Score: Raw -929659.790025 + Penalty 3032.361528 = -926627.428496
  nChanged 26
		SP:Iteration 102Q (31295.690000 sec): 3 clusters
  Score: Raw -929663.796478 + Penalty 3032.361528 = -926631.434950
  nChanged 24
		SP:Iteration 103Q (31295.920000 sec): 3 clusters
  Score: Raw -929667.271203 + Penalty 3032.361528 = -926634.909674
  nChanged 25
		SP:Iteration 104Q (31296.130000 sec): 3 clusters
  Score: Raw -929671.449253 + Penalty 3032.361528 = -926639.087725
  nChanged 30
		SP:Iteration 105Q (31296.340000 sec): 3 clusters
  Score: Raw -929676.967316 + Penalty 3032.361528 = -926644.605788
  nChanged 33
		SP:Iteration 106Q (31296.580000 sec): 3 clusters
  Score: Raw -929682.818208 + Penalty 3032.361528 = -926650.456680
  nChanged 34
		SP:Iteration 107Q (31296.770000 sec): 3 clusters
  Score: Raw -929688.263175 + Penalty 3032.361528 = -926655.901646
  nChanged 26
		SP:Iteration 108Q (31297.000000 sec): 3 clusters
  Score: Raw -929693.639989 + Penalty 3032.361528 = -926661.278461
  nChanged 39
		SP:Iteration 109Q (31297.250000 sec): 3 clusters
  Score: Raw -929703.660699 + Penalty 3032.361528 = -926671.299171
  nChanged 36
		SP:Iteration 110Q (31297.500000 sec): 3 clusters
  Score: Raw -929713.229795 + Penalty 3032.361528 = -926680.868266
  nChanged 39
		SP:Iteration 111Q (31297.730000 sec): 3 clusters
  Score: Raw -929722.683818 + Penalty 3032.361528 = -926690.322289
  nChanged 36
		SP:Iteration 112Q (31297.910000 sec): 3 clusters
  Score: Raw -929731.136184 + Penalty 3032.361528 = -926698.774656
  nChanged 39
		SP:Iteration 113Q (31298.120000 sec): 3 clusters
  Score: Raw -929740.040749 + Penalty 3032.361528 = -926707.679220
  nChanged 39
		SP:Iteration 114Q (31298.340000 sec): 3 clusters
  Score: Raw -929750.358163 + Penalty 3032.361528 = -926717.996635
  nChanged 48
		SP:Iteration 115Q (31298.570000 sec): 3 clusters
  Score: Raw -929767.424515 + Penalty 3032.361528 = -926735.062986
  nChanged 57
		SP:Iteration 116Q (31298.750000 sec): 3 clusters
  Score: Raw -929789.284553 + Penalty 3032.361528 = -926756.923024
  nChanged 55
		SP:Iteration 117Q (31298.960000 sec): 3 clusters
  Score: Raw -929811.832836 + Penalty 3032.361528 = -926779.471307
  nChanged 54
		SP:Iteration 118Q (31299.190000 sec): 3 clusters
  Score: Raw -929832.263485 + Penalty 3032.361528 = -926799.901957
  nChanged 53
		SP:Iteration 119Q (31299.410000 sec): 3 clusters
  Score: Raw -929851.106723 + Penalty 3032.361528 = -926818.745194
  nChanged 55
		SP:Iteration 120F (31299.660000 sec): 3 clusters
  Score: Raw -929874.308846 + Penalty 3032.361528 = -926841.947318
  nChanged 59
		SP:Iteration 121Q (31299.890000 sec): 3 clusters
  Score: Raw -929898.445463 + Penalty 3032.361528 = -926866.083934
  nChanged 62
		SP:Iteration 122Q (31300.140000 sec): 3 clusters
  Score: Raw -929925.741371 + Penalty 3032.361528 = -926893.379843
  nChanged 62
		SP:Iteration 123Q (31300.390000 sec): 3 clusters
  Score: Raw -929951.752113 + Penalty 3032.361528 = -926919.390585
  nChanged 54
		SP:Iteration 124Q (31300.640000 sec): 3 clusters
  Score: Raw -929975.113697 + Penalty 3032.361528 = -926942.752169
  nChanged 68
		SP:Iteration 125Q (31300.910000 sec): 3 clusters
  Score: Raw -929997.897220 + Penalty 3032.361528 = -926965.535691
  nChanged 50
		SP:Iteration 126Q (31301.140000 sec): 3 clusters
  Score: Raw -930011.826821 + Penalty 3032.361528 = -926979.465293
  nChanged 41
		SP:Iteration 127Q (31301.310000 sec): 3 clusters
  Score: Raw -930022.742198 + Penalty 3032.361528 = -926990.380669
  nChanged 40
		SP:Iteration 128Q (31301.530000 sec): 3 clusters
  Score: Raw -930032.400233 + Penalty 3032.361528 = -927000.038705
  nChanged 37
		SP:Iteration 129Q (31301.720000 sec): 3 clusters
  Score: Raw -930040.883804 + Penalty 3032.361528 = -927008.522276
  nChanged 41
		SP:Iteration 130Q (31301.910000 sec): 3 clusters
  Score: Raw -930048.917134 + Penalty 3032.361528 = -927016.555606
  nChanged 30
		SP:Iteration 131Q (31302.120000 sec): 3 clusters
  Score: Raw -930055.218677 + Penalty 3032.361528 = -927022.857148
  nChanged 26
		SP:Iteration 132Q (31302.300000 sec): 3 clusters
  Score: Raw -930059.751903 + Penalty 3032.361528 = -927027.390374
  nChanged 25
		SP:Iteration 133Q (31302.540000 sec): 3 clusters
  Score: Raw -930063.443630 + Penalty 3032.361528 = -927031.082102
  nChanged 16
		SP:Iteration 134Q (31302.730000 sec): 3 clusters
  Score: Raw -930066.170520 + Penalty 3032.361528 = -927033.808991
  nChanged 14
		SP:Iteration 135Q (31302.980000 sec): 3 clusters
  Score: Raw -930068.765621 + Penalty 3032.361528 = -927036.404093
  nChanged 15
		SP:Iteration 136Q (31303.240000 sec): 3 clusters
  Score: Raw -930072.058413 + Penalty 3032.361528 = -927039.696885
  nChanged 17
		SP:Iteration 137Q (31303.550000 sec): 3 clusters
  Score: Raw -930074.461161 + Penalty 3032.361528 = -927042.099633
  nChanged 9
		SP:Iteration 138Q (31303.750000 sec): 3 clusters
  Score: Raw -930076.085395 + Penalty 3032.361528 = -927043.723867
  nChanged 14
		SP:Iteration 139Q (31303.990000 sec): 3 clusters
  Score: Raw -930078.346536 + Penalty 3032.361528 = -927045.985008
  nChanged 14
		SP:Iteration 140F (31304.210000 sec): 3 clusters
  Score: Raw -930081.072372 + Penalty 3032.361528 = -927048.710844
  nChanged 15
		SP:Iteration 141Q (31304.460000 sec): 3 clusters
  Score: Raw -930083.350297 + Penalty 3032.361528 = -927050.988769
  nChanged 16
		SP:Iteration 142Q (31304.650000 sec): 3 clusters
  Score: Raw -930085.494107 + Penalty 3032.361528 = -927053.132579
  nChanged 15
		SP:Iteration 143Q (31304.880000 sec): 3 clusters
  Score: Raw -930088.106301 + Penalty 3032.361528 = -927055.744772
  nChanged 10
		SP:Iteration 144Q (31305.090000 sec): 3 clusters
  Score: Raw -930089.082626 + Penalty 3032.361528 = -927056.721097
  nChanged 8
		SP:Iteration 145Q (31305.340000 sec): 3 clusters
  Score: Raw -930090.313161 + Penalty 3032.361528 = -927057.951633
  nChanged 15
		SP:Iteration 146Q (31305.560000 sec): 3 clusters
  Score: Raw -930092.665175 + Penalty 3032.361528 = -927060.303647
  nChanged 12
		SP:Iteration 147Q (31305.850000 sec): 3 clusters
  Score: Raw -930094.205814 + Penalty 3032.361528 = -927061.844285
  nChanged 13
		SP:Iteration 148Q (31306.120000 sec): 3 clusters
  Score: Raw -930096.132805 + Penalty 3032.361528 = -927063.771277
  nChanged 15
		SP:Iteration 149Q (31306.370000 sec): 3 clusters
  Score: Raw -930097.920178 + Penalty 3032.361528 = -927065.558650
  nChanged 9
		SP:Iteration 150Q (31306.600000 sec): 3 clusters
  Score: Raw -930099.057560 + Penalty 3032.361528 = -927066.696032
  nChanged 9
		SP:Iteration 151Q (31306.840000 sec): 3 clusters
  Score: Raw -930100.235317 + Penalty 3032.361528 = -927067.873789
  nChanged 9
		SP:Iteration 152Q (31307.080000 sec): 3 clusters
  Score: Raw -930101.204032 + Penalty 3032.361528 = -927068.842503
  nChanged 5
		SP:Iteration 153Q (31307.300000 sec): 3 clusters
  Score: Raw -930101.908388 + Penalty 3032.361528 = -927069.546860
  nChanged 8
		SP:Iteration 154Q (31307.510000 sec): 3 clusters
  Score: Raw -930103.076117 + Penalty 3032.361528 = -927070.714588
  nChanged 7
		SP:Iteration 155Q (31307.720000 sec): 3 clusters
  Score: Raw -930104.313773 + Penalty 3032.361528 = -927071.952245
  nChanged 9
		SP:Iteration 156Q (31307.940000 sec): 3 clusters
  Score: Raw -930105.257440 + Penalty 3032.361528 = -927072.895912
  nChanged 5
		SP:Iteration 157Q (31308.180000 sec): 3 clusters
  Score: Raw -930106.177163 + Penalty 3032.361528 = -927073.815635
  nChanged 9
		SP:Iteration 158Q (31308.390000 sec): 3 clusters
  Score: Raw -930108.432007 + Penalty 3032.361528 = -927076.070479
  nChanged 14
		SP:Iteration 159Q (31308.620000 sec): 3 clusters
  Score: Raw -930111.182528 + Penalty 3032.361528 = -927078.821000
  nChanged 14
		SP:Iteration 160F (31308.890000 sec): 3 clusters
  Score: Raw -930113.192407 + Penalty 3032.361528 = -927080.830879
  nChanged 12
		SP:Iteration 161Q (31309.110000 sec): 3 clusters
  Score: Raw -930114.777174 + Penalty 3032.361528 = -927082.415645
  nChanged 9
		SP:Iteration 162Q (31309.320000 sec): 3 clusters
  Score: Raw -930116.127208 + Penalty 3032.361528 = -927083.765679
  nChanged 10
		SP:Iteration 163Q (31309.560000 sec): 3 clusters
  Score: Raw -930117.471576 + Penalty 3032.361528 = -927085.110047
  nChanged 4
		SP:Iteration 164Q (31309.800000 sec): 3 clusters
  Score: Raw -930117.973869 + Penalty 3032.361528 = -927085.612341
  nChanged 5
		SP:Iteration 165Q (31310.040000 sec): 3 clusters
  Score: Raw -930118.805688 + Penalty 3032.361528 = -927086.444160
  nChanged 6
		SP:Iteration 166Q (31310.270000 sec): 3 clusters
  Score: Raw -930119.820008 + Penalty 3032.361528 = -927087.458479
  nChanged 9
		SP:Iteration 167Q (31310.530000 sec): 3 clusters
  Score: Raw -930121.273392 + Penalty 3032.361528 = -927088.911864
  nChanged 10
		SP:Iteration 168Q (31310.750000 sec): 3 clusters
  Score: Raw -930123.236760 + Penalty 3032.361528 = -927090.875232
  nChanged 10
		SP:Iteration 169Q (31311.020000 sec): 3 clusters
  Score: Raw -930125.188148 + Penalty 3032.361528 = -927092.826619
  nChanged 14
		SP:Iteration 170Q (31311.200000 sec): 3 clusters
  Score: Raw -930127.048321 + Penalty 3032.361528 = -927094.686793
  nChanged 15
		SP:Iteration 171Q (31311.440000 sec): 3 clusters
  Score: Raw -930129.066417 + Penalty 3032.361528 = -927096.704888
  nChanged 13
		SP:Iteration 172Q (31311.630000 sec): 3 clusters
  Score: Raw -930131.356929 + Penalty 3032.361528 = -927098.995401
  nChanged 15
		SP:Iteration 173Q (31311.840000 sec): 3 clusters
  Score: Raw -930134.054409 + Penalty 3032.361528 = -927101.692880
  nChanged 16
		SP:Iteration 174Q (31312.140000 sec): 3 clusters
  Score: Raw -930137.714035 + Penalty 3032.361528 = -927105.352506
  nChanged 19
		SP:Iteration 175Q (31312.360000 sec): 3 clusters
  Score: Raw -930141.620837 + Penalty 3032.361528 = -927109.259309
  nChanged 16
		SP:Iteration 176Q (31312.640000 sec): 3 clusters
  Score: Raw -930144.975204 + Penalty 3032.361528 = -927112.613676
  nChanged 21
		SP:Iteration 177Q (31312.870000 sec): 3 clusters
  Score: Raw -930149.070739 + Penalty 3032.361528 = -927116.709210
  nChanged 20
		SP:Iteration 178Q (31313.110000 sec): 3 clusters
  Score: Raw -930151.610668 + Penalty 3032.361528 = -927119.249140
  nChanged 20
		SP:Iteration 179Q (31313.300000 sec): 3 clusters
  Score: Raw -930155.049959 + Penalty 3032.361528 = -927122.688431
  nChanged 18
		SP:Iteration 180F (31313.560000 sec): 3 clusters
  Score: Raw -930158.006269 + Penalty 3032.361528 = -927125.644740
  nChanged 17
		SP:Iteration 181Q (31313.830000 sec): 3 clusters
  Score: Raw -930160.381104 + Penalty 3032.361528 = -927128.019576
  nChanged 14
		SP:Iteration 182Q (31314.020000 sec): 3 clusters
  Score: Raw -930162.127959 + Penalty 3032.361528 = -927129.766431
  nChanged 9
		SP:Iteration 183Q (31314.220000 sec): 3 clusters
  Score: Raw -930164.148392 + Penalty 3032.361528 = -927131.786864
  nChanged 13
		SP:Iteration 184Q (31314.480000 sec): 3 clusters
  Score: Raw -930166.261620 + Penalty 3032.361528 = -927133.900092
  nChanged 11
		SP:Iteration 185Q (31314.760000 sec): 3 clusters
  Score: Raw -930168.232873 + Penalty 3032.361528 = -927135.871345
  nChanged 10
		SP:Iteration 186Q (31314.990000 sec): 3 clusters
  Score: Raw -930169.576201 + Penalty 3032.361528 = -927137.214673
  nChanged 8
		SP:Iteration 187Q (31315.210000 sec): 3 clusters
  Score: Raw -930170.317603 + Penalty 3032.361528 = -927137.956074
  nChanged 7
		SP:Iteration 188Q (31315.450000 sec): 3 clusters
  Score: Raw -930170.849236 + Penalty 3032.361528 = -927138.487708
  nChanged 8
		SP:Iteration 189Q (31315.680000 sec): 3 clusters
  Score: Raw -930171.507503 + Penalty 3032.361528 = -927139.145975
  nChanged 6
		SP:Iteration 190Q (31315.860000 sec): 3 clusters
  Score: Raw -930172.183855 + Penalty 3032.361528 = -927139.822326
  nChanged 9
		SP:Iteration 191Q (31316.070000 sec): 3 clusters
  Score: Raw -930173.248622 + Penalty 3032.361528 = -927140.887094
  nChanged 10
		SP:Iteration 192Q (31316.270000 sec): 3 clusters
  Score: Raw -930174.397244 + Penalty 3032.361528 = -927142.035716
  nChanged 3
		SP:Iteration 193Q (31316.440000 sec): 3 clusters
  Score: Raw -930175.029983 + Penalty 3032.361528 = -927142.668455
  nChanged 4
		SP:Iteration 194Q (31316.660000 sec): 3 clusters
  Score: Raw -930176.010102 + Penalty 3032.361528 = -927143.648574
  nChanged 5
		SP:Iteration 195Q (31316.880000 sec): 3 clusters
  Score: Raw -930177.152974 + Penalty 3032.361528 = -927144.791445
  nChanged 8
		SP:Iteration 196Q (31317.130000 sec): 3 clusters
  Score: Raw -930179.112605 + Penalty 3032.361528 = -927146.751076
  nChanged 16
		SP:Iteration 197Q (31317.340000 sec): 3 clusters
  Score: Raw -930181.759114 + Penalty 3032.361528 = -927149.397586
  nChanged 8
		SP:Iteration 198Q (31317.510000 sec): 3 clusters
  Score: Raw -930183.011018 + Penalty 3032.361528 = -927150.649489
  nChanged 11
		SP:Iteration 199Q (31317.720000 sec): 3 clusters
  Score: Raw -930185.691847 + Penalty 3032.361528 = -927153.330318
  nChanged 10
		SP:Iteration 200F (31317.960000 sec): 3 clusters
  Score: Raw -930187.347424 + Penalty 3032.361528 = -927154.985896
  nChanged 8
		SP:Iteration 201Q (31318.200000 sec): 3 clusters
  Score: Raw -930188.589832 + Penalty 3032.361528 = -927156.228303
  nChanged 6
		SP:Iteration 202Q (31318.360000 sec): 3 clusters
  Score: Raw -930189.129494 + Penalty 3032.361528 = -927156.767966
  nChanged 2
		SP:Iteration 203Q (31318.610000 sec): 3 clusters
  Score: Raw -930189.243933 + Penalty 3032.361528 = -927156.882404
  nChanged 2
		SP:Iteration 204Q (31318.780000 sec): 3 clusters
  Score: Raw -930189.333482 + Penalty 3032.361528 = -927156.971953
  nChanged 1
		SP:Iteration 205Q (31318.990000 sec): 3 clusters
  Score: Raw -930189.469553 + Penalty 3032.361528 = -927157.108025
  nChanged 1
		SP:Iteration 206Q (31319.200000 sec): 3 clusters
  Score: Raw -930189.625141 + Penalty 3032.361528 = -927157.263612
  nChanged 0
		SP:Iteration 207F (31319.400000 sec): 3 clusters
  Score: Raw -930189.625141 + Penalty 3032.361528 = -927157.263612
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 62 (31960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31319.640000 sec): 2 clusters
  Score: Raw -3010255.059146 + Penalty 1685.489065 = -3008569.570081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31319.920000 sec): 3 clusters
  Score: Raw -2990402.603533 + Penalty 3370.978130 = -2987031.625403
  nChanged 14756
		SP:Iteration 1F (31320.230000 sec): 3 clusters
  Score: Raw -2998374.371886 + Penalty 3370.978130 = -2995003.393756
  nChanged 1184
		SP:Iteration 2Q (31320.590000 sec): 3 clusters
  Score: Raw -2998635.421052 + Penalty 3370.978130 = -2995264.442922
  nChanged 1011
		SP:Iteration 3Q (31320.910000 sec): 3 clusters
  Score: Raw -2998853.502683 + Penalty 3370.978130 = -2995482.524553
  nChanged 934
		SP:Iteration 4Q (31321.220000 sec): 3 clusters
  Score: Raw -2999055.493744 + Penalty 3370.978130 = -2995684.515615
  nChanged 895
		SP:Iteration 5Q (31321.610000 sec): 3 clusters
  Score: Raw -2999262.187833 + Penalty 3370.978130 = -2995891.209703
  nChanged 889
		SP:Iteration 6Q (31321.920000 sec): 3 clusters
  Score: Raw -2999459.354406 + Penalty 3370.978130 = -2996088.376276
  nChanged 872
		SP:Iteration 7Q (31322.240000 sec): 3 clusters
  Score: Raw -2999688.713074 + Penalty 3370.978130 = -2996317.734944
  nChanged 967
		SP:Iteration 8Q (31322.560000 sec): 3 clusters
  Score: Raw -2999989.028156 + Penalty 3370.978130 = -2996618.050026
  nChanged 1052
		SP:Iteration 9Q (31322.960000 sec): 3 clusters
  Score: Raw -3000389.660583 + Penalty 3370.978130 = -2997018.682453
  nChanged 1200
		SP:Iteration 10Q (31323.340000 sec): 3 clusters
  Score: Raw -3000973.217870 + Penalty 3370.978130 = -2997602.239740
  nChanged 1412
		SP:Iteration 11Q (31323.680000 sec): 3 clusters
  Score: Raw -3001844.316170 + Penalty 3370.978130 = -2998473.338040
  nChanged 1615
		SP:Iteration 12F (31324.020000 sec): 3 clusters
  Score: Raw -3003098.206614 + Penalty 3370.978130 = -2999727.228484
  nChanged 1741
		SP:Iteration 13F (31324.400000 sec): 3 clusters
  Score: Raw -3004465.070774 + Penalty 3370.978130 = -3001094.092644
  nChanged 1557
		SP:Iteration 14Q (31324.760000 sec): 3 clusters
  Score: Raw -3005421.543473 + Penalty 3370.978130 = -3002050.565343
  nChanged 1114
		SP:Iteration 15Q (31325.150000 sec): 3 clusters
  Score: Raw -3005891.070951 + Penalty 3370.978130 = -3002520.092821
  nChanged 737
		SP:Iteration 16Q (31325.480000 sec): 3 clusters
  Score: Raw -3006161.508389 + Penalty 3370.978130 = -3002790.530259
  nChanged 578
		SP:Iteration 17Q (31325.900000 sec): 3 clusters
  Score: Raw -3006374.508469 + Penalty 3370.978130 = -3003003.530339
  nChanged 559
		SP:Iteration 18Q (31326.210000 sec): 3 clusters
  Score: Raw -3006572.417621 + Penalty 3370.978130 = -3003201.439491
  nChanged 509
		SP:Iteration 19Q (31326.540000 sec): 3 clusters
  Score: Raw -3006756.548434 + Penalty 3370.978130 = -3003385.570304
  nChanged 508
		SP:Iteration 20F (31326.880000 sec): 3 clusters
  Score: Raw -3006939.077030 + Penalty 3370.978130 = -3003568.098900
  nChanged 506
		SP:Iteration 21Q (31327.210000 sec): 3 clusters
  Score: Raw -3007132.213014 + Penalty 3370.978130 = -3003761.234884
  nChanged 514
		SP:Iteration 22Q (31327.520000 sec): 3 clusters
  Score: Raw -3007345.444595 + Penalty 3370.978130 = -3003974.466465
  nChanged 529
		SP:Iteration 23Q (31327.840000 sec): 3 clusters
  Score: Raw -3007585.057739 + Penalty 3370.978130 = -3004214.079609
  nChanged 522
		SP:Iteration 24Q (31328.170000 sec): 3 clusters
  Score: Raw -3007836.281692 + Penalty 3370.978130 = -3004465.303562
  nChanged 530
		SP:Iteration 25Q (31328.500000 sec): 3 clusters
  Score: Raw -3008114.012463 + Penalty 3370.978130 = -3004743.034333
  nChanged 502
		SP:Iteration 26Q (31328.930000 sec): 3 clusters
  Score: Raw -3008387.646516 + Penalty 3370.978130 = -3005016.668386
  nChanged 466
		SP:Iteration 27Q (31329.250000 sec): 3 clusters
  Score: Raw -3008649.459845 + Penalty 3370.978130 = -3005278.481715
  nChanged 433
		SP:Iteration 28Q (31329.590000 sec): 3 clusters
  Score: Raw -3008904.960418 + Penalty 3370.978130 = -3005533.982288
  nChanged 406
		SP:Iteration 29Q (31329.880000 sec): 3 clusters
  Score: Raw -3009168.038864 + Penalty 3370.978130 = -3005797.060734
  nChanged 342
		SP:Iteration 30Q (31330.230000 sec): 3 clusters
  Score: Raw -3009383.832582 + Penalty 3370.978130 = -3006012.854453
  nChanged 304
		SP:Iteration 31Q (31330.500000 sec): 3 clusters
  Score: Raw -3009576.671068 + Penalty 3370.978130 = -3006205.692938
  nChanged 262
		SP:Iteration 32Q (31330.830000 sec): 3 clusters
  Score: Raw -3009754.936002 + Penalty 3370.978130 = -3006383.957872
  nChanged 223
		SP:Iteration 33Q (31331.120000 sec): 3 clusters
  Score: Raw -3009930.991349 + Penalty 3370.978130 = -3006560.013219
  nChanged 186
		SP:Iteration 34Q (31331.400000 sec): 3 clusters
  Score: Raw -3010074.262410 + Penalty 3370.978130 = -3006703.284280
  nChanged 132
		SP:Iteration 35Q (31331.730000 sec): 3 clusters
  Score: Raw -3010179.242714 + Penalty 3370.978130 = -3006808.264584
  nChanged 94
		SP:Iteration 36Q (31332.050000 sec): 3 clusters
  Score: Raw -3010259.125231 + Penalty 3370.978130 = -3006888.147101
  nChanged 60
		SP:Iteration 37Q (31332.400000 sec): 3 clusters
  Score: Raw -3010314.847881 + Penalty 3370.978130 = -3006943.869751
  nChanged 37
		SP:Iteration 38Q (31332.680000 sec): 3 clusters
  Score: Raw -3010347.636552 + Penalty 3370.978130 = -3006976.658422
  nChanged 23
		SP:Iteration 39Q (31333.030000 sec): 3 clusters
  Score: Raw -3010369.010103 + Penalty 3370.978130 = -3006998.031973
  nChanged 25
		SP:Iteration 40F (31333.420000 sec): 3 clusters
  Score: Raw -3010394.504714 + Penalty 3370.978130 = -3007023.526584
  nChanged 18
		SP:Iteration 41Q (31333.690000 sec): 3 clusters
  Score: Raw -3010412.926048 + Penalty 3370.978130 = -3007041.947918
  nChanged 8
		SP:Iteration 42Q (31334.050000 sec): 3 clusters
  Score: Raw -3010416.882352 + Penalty 3370.978130 = -3007045.904222
  nChanged 4
		SP:Iteration 43Q (31334.390000 sec): 3 clusters
  Score: Raw -3010420.982452 + Penalty 3370.978130 = -3007050.004322
  nChanged 6
		SP:Iteration 44Q (31334.730000 sec): 3 clusters
  Score: Raw -3010427.236777 + Penalty 3370.978130 = -3007056.258647
  nChanged 3
		SP:Iteration 45Q (31335.020000 sec): 3 clusters
  Score: Raw -3010429.147652 + Penalty 3370.978130 = -3007058.169522
  nChanged 1
		SP:Iteration 46Q (31335.340000 sec): 3 clusters
  Score: Raw -3010431.034355 + Penalty 3370.978130 = -3007060.056225
  nChanged 2
		SP:Iteration 47Q (31335.650000 sec): 3 clusters
  Score: Raw -3010433.420836 + Penalty 3370.978130 = -3007062.442706
  nChanged 3
		SP:Iteration 48Q (31336.010000 sec): 3 clusters
  Score: Raw -3010435.779060 + Penalty 3370.978130 = -3007064.800930
  nChanged 2
		SP:Iteration 49Q (31336.300000 sec): 3 clusters
  Score: Raw -3010437.542666 + Penalty 3370.978130 = -3007066.564536
  nChanged 4
		SP:Iteration 50Q (31336.630000 sec): 3 clusters
  Score: Raw -3010440.440991 + Penalty 3370.978130 = -3007069.462861
  nChanged 4
		SP:Iteration 51Q (31336.950000 sec): 3 clusters
  Score: Raw -3010442.779694 + Penalty 3370.978130 = -3007071.801564
  nChanged 1
		SP:Iteration 52Q (31337.270000 sec): 3 clusters
  Score: Raw -3010443.884423 + Penalty 3370.978130 = -3007072.906293
  nChanged 1
		SP:Iteration 53Q (31337.590000 sec): 3 clusters
  Score: Raw -3010445.772344 + Penalty 3370.978130 = -3007074.794214
  nChanged 1
		SP:Iteration 54Q (31337.880000 sec): 3 clusters
  Score: Raw -3010447.068892 + Penalty 3370.978130 = -3007076.090762
  nChanged 1
		SP:Iteration 55Q (31338.190000 sec): 3 clusters
  Score: Raw -3010447.933924 + Penalty 3370.978130 = -3007076.955794
  nChanged 1
		SP:Iteration 56Q (31338.520000 sec): 3 clusters
  Score: Raw -3010448.700145 + Penalty 3370.978130 = -3007077.722015
  nChanged 2
		SP:Iteration 57Q (31338.840000 sec): 3 clusters
  Score: Raw -3010450.951354 + Penalty 3370.978130 = -3007079.973224
  nChanged 1
		SP:Iteration 58Q (31339.180000 sec): 3 clusters
  Score: Raw -3010451.396445 + Penalty 3370.978130 = -3007080.418315
  nChanged 0
		SP:Iteration 59F (31339.460000 sec): 3 clusters
  Score: Raw -3010451.396445 + Penalty 3370.978130 = -3007080.418315
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 63 (733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31339.580000 sec): 2 clusters
  Score: Raw -57383.120771 + Penalty 1072.036177 = -56311.084595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31339.790000 sec): 3 clusters
  Score: Raw -57281.912980 + Penalty 2144.072353 = -55137.840627
  nChanged 204
		SP:Iteration 1F (31339.950000 sec): 3 clusters
  Score: Raw -57621.037283 + Penalty 2144.072353 = -55476.964930
  nChanged 61
		SP:Iteration 2F (31340.170000 sec): 3 clusters
  Score: Raw -57775.236509 + Penalty 2144.072353 = -55631.164156
  nChanged 41
		SP:Iteration 3F (31340.350000 sec): 3 clusters
  Score: Raw -57840.249624 + Penalty 2144.072353 = -55696.177270
  nChanged 27
		SP:Iteration 4Q (31340.570000 sec): 3 clusters
  Score: Raw -57884.455857 + Penalty 2144.072353 = -55740.383504
  nChanged 21
		SP:Iteration 5Q (31340.710000 sec): 3 clusters
  Score: Raw -57922.961012 + Penalty 2144.072353 = -55778.888658
  nChanged 14
		SP:Iteration 6Q (31340.890000 sec): 3 clusters
  Score: Raw -57948.871372 + Penalty 2144.072353 = -55804.799019
  nChanged 12
		SP:Iteration 7Q (31341.060000 sec): 3 clusters
  Score: Raw -57963.018413 + Penalty 2144.072353 = -55818.946060
  nChanged 8
		SP:Iteration 8Q (31341.220000 sec): 3 clusters
  Score: Raw -57976.868342 + Penalty 2144.072353 = -55832.795989
  nChanged 4
		SP:Iteration 9Q (31341.340000 sec): 3 clusters
  Score: Raw -57980.945405 + Penalty 2144.072353 = -55836.873052
  nChanged 3
		SP:Iteration 10Q (31341.560000 sec): 3 clusters
  Score: Raw -57983.159950 + Penalty 2144.072353 = -55839.087596
  nChanged 1
		SP:Iteration 11Q (31341.740000 sec): 3 clusters
  Score: Raw -57983.599202 + Penalty 2144.072353 = -55839.526849
  nChanged 0
		SP:Iteration 12F (31341.880000 sec): 3 clusters
  Score: Raw -57983.599202 + Penalty 2144.072353 = -55839.526849
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 64 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31341.980000 sec): 2 clusters
  Score: Raw -36967.533101 + Penalty 986.494881 = -35981.038220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31342.200000 sec): 3 clusters
  Score: Raw -36936.911242 + Penalty 1972.989762 = -34963.921481
  nChanged 92
		SP:Iteration 1F (31342.370000 sec): 3 clusters
  Score: Raw -37074.167508 + Penalty 1972.989762 = -35101.177746
  nChanged 18
		SP:Iteration 2Q (31342.550000 sec): 3 clusters
  Score: Raw -37108.211477 + Penalty 1972.989762 = -35135.221715
  nChanged 8
		SP:Iteration 3Q (31342.760000 sec): 3 clusters
  Score: Raw -37122.141598 + Penalty 1972.989762 = -35149.151837
  nChanged 2
		SP:Iteration 4Q (31342.980000 sec): 3 clusters
  Score: Raw -37127.894543 + Penalty 1972.989762 = -35154.904782
  nChanged 0
		SP:Iteration 5F (31343.150000 sec): 3 clusters
  Score: Raw -37127.894543 + Penalty 1972.989762 = -35154.904782
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 65 (1577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31343.250000 sec): 2 clusters
  Score: Raw -131101.384518 + Penalty 1196.532933 = -129904.851585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31343.440000 sec): 3 clusters
  Score: Raw -130518.705357 + Penalty 2393.065866 = -128125.639491
  nChanged 524
		SP:Iteration 1F (31343.630000 sec): 3 clusters
  Score: Raw -130872.392318 + Penalty 2393.065866 = -128479.326453
  nChanged 112
		SP:Iteration 2F (31343.840000 sec): 3 clusters
  Score: Raw -130957.582278 + Penalty 2393.065866 = -128564.516412
  nChanged 62
		SP:Iteration 3Q (31344.040000 sec): 3 clusters
  Score: Raw -131011.156658 + Penalty 2393.065866 = -128618.090792
  nChanged 64
		SP:Iteration 4Q (31344.240000 sec): 3 clusters
  Score: Raw -131067.433475 + Penalty 2393.065866 = -128674.367609
  nChanged 49
		SP:Iteration 5Q (31344.430000 sec): 3 clusters
  Score: Raw -131111.851681 + Penalty 2393.065866 = -128718.785816
  nChanged 55
		SP:Iteration 6Q (31344.620000 sec): 3 clusters
  Score: Raw -131161.441542 + Penalty 2393.065866 = -128768.375676
  nChanged 39
		SP:Iteration 7Q (31344.810000 sec): 3 clusters
  Score: Raw -131194.856112 + Penalty 2393.065866 = -128801.790246
  nChanged 34
		SP:Iteration 8Q (31344.980000 sec): 3 clusters
  Score: Raw -131224.664919 + Penalty 2393.065866 = -128831.599054
  nChanged 33
		SP:Iteration 9Q (31345.210000 sec): 3 clusters
  Score: Raw -131251.304860 + Penalty 2393.065866 = -128858.238994
  nChanged 32
		SP:Iteration 10Q (31345.380000 sec): 3 clusters
  Score: Raw -131275.713936 + Penalty 2393.065866 = -128882.648070
  nChanged 17
		SP:Iteration 11Q (31345.520000 sec): 3 clusters
  Score: Raw -131290.301134 + Penalty 2393.065866 = -128897.235268
  nChanged 19
		SP:Iteration 12Q (31345.720000 sec): 3 clusters
  Score: Raw -131306.086205 + Penalty 2393.065866 = -128913.020340
  nChanged 15
		SP:Iteration 13Q (31345.890000 sec): 3 clusters
  Score: Raw -131318.133724 + Penalty 2393.065866 = -128925.067858
  nChanged 1
		SP:Iteration 14Q (31346.080000 sec): 3 clusters
  Score: Raw -131319.096279 + Penalty 2393.065866 = -128926.030413
  nChanged 2
		SP:Iteration 15Q (31346.270000 sec): 3 clusters
  Score: Raw -131320.715316 + Penalty 2393.065866 = -128927.649450
  nChanged 2
		SP:Iteration 16Q (31346.470000 sec): 3 clusters
  Score: Raw -131322.641155 + Penalty 2393.065866 = -128929.575289
  nChanged 2
		SP:Iteration 17Q (31346.620000 sec): 3 clusters
  Score: Raw -131323.418469 + Penalty 2393.065866 = -128930.352603
  nChanged 0
		SP:Iteration 18F (31346.810000 sec): 3 clusters
  Score: Raw -131323.418469 + Penalty 2393.065866 = -128930.352603
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 66 (450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31346.910000 sec): 2 clusters
  Score: Raw -36746.869961 + Penalty 992.752732 = -35754.117229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31347.110000 sec): 3 clusters
  Score: Raw -36688.687080 + Penalty 1985.505464 = -34703.181615
  nChanged 91
		SP:Iteration 1F (31347.290000 sec): 3 clusters
  Score: Raw -36826.691146 + Penalty 1985.505464 = -34841.185682
  nChanged 24
		SP:Iteration 2F (31347.490000 sec): 3 clusters
  Score: Raw -36887.197565 + Penalty 1985.505464 = -34901.692101
  nChanged 15
		SP:Iteration 3Q (31347.710000 sec): 3 clusters
  Score: Raw -36910.578225 + Penalty 1985.505464 = -34925.072761
  nChanged 6
		SP:Iteration 4Q (31347.890000 sec): 3 clusters
  Score: Raw -36922.820716 + Penalty 1985.505464 = -34937.315251
  nChanged 6
		SP:Iteration 5Q (31348.110000 sec): 3 clusters
  Score: Raw -36928.272519 + Penalty 1985.505464 = -34942.767054
  nChanged 1
		SP:Iteration 6Q (31348.270000 sec): 3 clusters
  Score: Raw -36929.774712 + Penalty 1985.505464 = -34944.269248
  nChanged 1
		SP:Iteration 7Q (31348.460000 sec): 3 clusters
  Score: Raw -36931.382311 + Penalty 1985.505464 = -34945.876847
  nChanged 0
		SP:Iteration 8F (31348.610000 sec): 3 clusters
  Score: Raw -36931.382311 + Penalty 1985.505464 = -34945.876847
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 67 (2747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31348.740000 sec): 2 clusters
  Score: Raw -225052.874143 + Penalty 1286.718011 = -223766.156132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31348.960000 sec): 3 clusters
  Score: Raw -223772.389459 + Penalty 2573.436023 = -221198.953436
  nChanged 1052
		SP:Iteration 1F (31349.130000 sec): 3 clusters
  Score: Raw -224466.593917 + Penalty 2573.436023 = -221893.157894
  nChanged 221
		SP:Iteration 2F (31349.310000 sec): 3 clusters
  Score: Raw -224627.065691 + Penalty 2573.436023 = -222053.629668
  nChanged 156
		SP:Iteration 3F (31349.530000 sec): 3 clusters
  Score: Raw -224744.917952 + Penalty 2573.436023 = -222171.481929
  nChanged 124
		SP:Iteration 4Q (31349.690000 sec): 3 clusters
  Score: Raw -224840.769068 + Penalty 2573.436023 = -222267.333045
  nChanged 102
		SP:Iteration 5Q (31349.900000 sec): 3 clusters
  Score: Raw -224916.604740 + Penalty 2573.436023 = -222343.168717
  nChanged 97
		SP:Iteration 6Q (31350.050000 sec): 3 clusters
  Score: Raw -225000.227584 + Penalty 2573.436023 = -222426.791561
  nChanged 109
		SP:Iteration 7Q (31350.220000 sec): 3 clusters
  Score: Raw -225093.378831 + Penalty 2573.436023 = -222519.942808
  nChanged 105
		SP:Iteration 8Q (31350.420000 sec): 3 clusters
  Score: Raw -225187.475290 + Penalty 2573.436023 = -222614.039267
  nChanged 92
		SP:Iteration 9Q (31350.590000 sec): 3 clusters
  Score: Raw -225259.948008 + Penalty 2573.436023 = -222686.511985
  nChanged 71
		SP:Iteration 10Q (31350.770000 sec): 3 clusters
  Score: Raw -225324.466488 + Penalty 2573.436023 = -222751.030465
  nChanged 62
		SP:Iteration 11Q (31350.950000 sec): 3 clusters
  Score: Raw -225371.837434 + Penalty 2573.436023 = -222798.401411
  nChanged 53
		SP:Iteration 12Q (31351.140000 sec): 3 clusters
  Score: Raw -225412.607735 + Penalty 2573.436023 = -222839.171712
  nChanged 45
		SP:Iteration 13Q (31351.390000 sec): 3 clusters
  Score: Raw -225447.357137 + Penalty 2573.436023 = -222873.921114
  nChanged 46
		SP:Iteration 14Q (31351.520000 sec): 3 clusters
  Score: Raw -225480.547453 + Penalty 2573.436023 = -222907.111430
  nChanged 38
		SP:Iteration 15Q (31351.710000 sec): 3 clusters
  Score: Raw -225510.141558 + Penalty 2573.436023 = -222936.705535
  nChanged 29
		SP:Iteration 16Q (31351.870000 sec): 3 clusters
  Score: Raw -225532.425052 + Penalty 2573.436023 = -222958.989029
  nChanged 30
		SP:Iteration 17Q (31352.080000 sec): 3 clusters
  Score: Raw -225549.714931 + Penalty 2573.436023 = -222976.278908
  nChanged 24
		SP:Iteration 18Q (31352.240000 sec): 3 clusters
  Score: Raw -225568.812941 + Penalty 2573.436023 = -222995.376918
  nChanged 22
		SP:Iteration 19Q (31352.420000 sec): 3 clusters
  Score: Raw -225585.928095 + Penalty 2573.436023 = -223012.492072
  nChanged 20
		SP:Iteration 20F (31352.620000 sec): 3 clusters
  Score: Raw -225600.184147 + Penalty 2573.436023 = -223026.748124
  nChanged 13
		SP:Iteration 21Q (31352.770000 sec): 3 clusters
  Score: Raw -225607.672794 + Penalty 2573.436023 = -223034.236771
  nChanged 12
		SP:Iteration 22Q (31352.970000 sec): 3 clusters
  Score: Raw -225617.520321 + Penalty 2573.436023 = -223044.084298
  nChanged 12
		SP:Iteration 23Q (31353.220000 sec): 3 clusters
  Score: Raw -225626.207574 + Penalty 2573.436023 = -223052.771551
  nChanged 13
		SP:Iteration 24Q (31353.410000 sec): 3 clusters
  Score: Raw -225634.789547 + Penalty 2573.436023 = -223061.353524
  nChanged 9
		SP:Iteration 25Q (31353.540000 sec): 3 clusters
  Score: Raw -225639.131395 + Penalty 2573.436023 = -223065.695372
  nChanged 4
		SP:Iteration 26Q (31353.690000 sec): 3 clusters
  Score: Raw -225641.227301 + Penalty 2573.436023 = -223067.791278
  nChanged 4
		SP:Iteration 27Q (31353.890000 sec): 3 clusters
  Score: Raw -225643.748753 + Penalty 2573.436023 = -223070.312730
  nChanged 6
		SP:Iteration 28Q (31354.020000 sec): 3 clusters
  Score: Raw -225646.475904 + Penalty 2573.436023 = -223073.039881
  nChanged 2
		SP:Iteration 29Q (31354.230000 sec): 3 clusters
  Score: Raw -225647.613795 + Penalty 2573.436023 = -223074.177772
  nChanged 3
		SP:Iteration 30Q (31354.420000 sec): 3 clusters
  Score: Raw -225648.532035 + Penalty 2573.436023 = -223075.096012
  nChanged 3
		SP:Iteration 31Q (31354.600000 sec): 3 clusters
  Score: Raw -225651.097215 + Penalty 2573.436023 = -223077.661192
  nChanged 6
		SP:Iteration 32Q (31354.770000 sec): 3 clusters
  Score: Raw -225653.790589 + Penalty 2573.436023 = -223080.354566
  nChanged 2
		SP:Iteration 33Q (31354.970000 sec): 3 clusters
  Score: Raw -225655.024475 + Penalty 2573.436023 = -223081.588452
  nChanged 2
		SP:Iteration 34Q (31355.140000 sec): 3 clusters
  Score: Raw -225655.988858 + Penalty 2573.436023 = -223082.552835
  nChanged 2
		SP:Iteration 35Q (31355.290000 sec): 3 clusters
  Score: Raw -225656.556444 + Penalty 2573.436023 = -223083.120421
  nChanged 0
		SP:Iteration 36F (31355.490000 sec): 3 clusters
  Score: Raw -225656.556444 + Penalty 2573.436023 = -223083.120421
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 68 (5547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31355.570000 sec): 2 clusters
  Score: Raw -460097.977224 + Penalty 1400.914535 = -458697.062689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31355.810000 sec): 3 clusters
  Score: Raw -457158.904276 + Penalty 2801.829069 = -454357.075207
  nChanged 2230
		SP:Iteration 1F (31356.020000 sec): 3 clusters
  Score: Raw -458479.100644 + Penalty 2801.829069 = -455677.271575
  nChanged 474
		SP:Iteration 2F (31356.190000 sec): 3 clusters
  Score: Raw -458907.222599 + Penalty 2801.829069 = -456105.393530
  nChanged 424
		SP:Iteration 3F (31356.360000 sec): 3 clusters
  Score: Raw -459255.688948 + Penalty 2801.829069 = -456453.859879
  nChanged 353
		SP:Iteration 4F (31356.540000 sec): 3 clusters
  Score: Raw -459483.754388 + Penalty 2801.829069 = -456681.925319
  nChanged 279
		SP:Iteration 5F (31356.700000 sec): 3 clusters
  Score: Raw -459634.581236 + Penalty 2801.829069 = -456832.752167
  nChanged 206
		SP:Iteration 6Q (31356.900000 sec): 3 clusters
  Score: Raw -459722.720483 + Penalty 2801.829069 = -456920.891414
  nChanged 129
		SP:Iteration 7Q (31357.040000 sec): 3 clusters
  Score: Raw -459779.264434 + Penalty 2801.829069 = -456977.435365
  nChanged 101
		SP:Iteration 8Q (31357.240000 sec): 3 clusters
  Score: Raw -459821.657712 + Penalty 2801.829069 = -457019.828643
  nChanged 89
		SP:Iteration 9Q (31357.460000 sec): 3 clusters
  Score: Raw -459848.064915 + Penalty 2801.829069 = -457046.235846
  nChanged 64
		SP:Iteration 10Q (31357.650000 sec): 3 clusters
  Score: Raw -459868.560109 + Penalty 2801.829069 = -457066.731040
  nChanged 58
		SP:Iteration 11Q (31357.850000 sec): 3 clusters
  Score: Raw -459884.031703 + Penalty 2801.829069 = -457082.202634
  nChanged 47
		SP:Iteration 12Q (31358.020000 sec): 3 clusters
  Score: Raw -459894.996983 + Penalty 2801.829069 = -457093.167914
  nChanged 36
		SP:Iteration 13Q (31358.250000 sec): 3 clusters
  Score: Raw -459905.271722 + Penalty 2801.829069 = -457103.442653
  nChanged 37
		SP:Iteration 14Q (31358.440000 sec): 3 clusters
  Score: Raw -459913.981571 + Penalty 2801.829069 = -457112.152502
  nChanged 32
		SP:Iteration 15Q (31358.600000 sec): 3 clusters
  Score: Raw -459920.690793 + Penalty 2801.829069 = -457118.861724
  nChanged 27
		SP:Iteration 16Q (31358.810000 sec): 3 clusters
  Score: Raw -459925.900809 + Penalty 2801.829069 = -457124.071740
  nChanged 20
		SP:Iteration 17Q (31359.010000 sec): 3 clusters
  Score: Raw -459929.297790 + Penalty 2801.829069 = -457127.468721
  nChanged 16
		SP:Iteration 18Q (31359.190000 sec): 3 clusters
  Score: Raw -459932.198031 + Penalty 2801.829069 = -457130.368962
  nChanged 16
		SP:Iteration 19Q (31359.380000 sec): 3 clusters
  Score: Raw -459935.164023 + Penalty 2801.829069 = -457133.334954
  nChanged 18
		SP:Iteration 20F (31359.580000 sec): 3 clusters
  Score: Raw -459938.181120 + Penalty 2801.829069 = -457136.352051
  nChanged 16
		SP:Iteration 21Q (31359.780000 sec): 3 clusters
  Score: Raw -459942.207409 + Penalty 2801.829069 = -457140.378340
  nChanged 18
		SP:Iteration 22Q (31359.950000 sec): 3 clusters
  Score: Raw -459945.548860 + Penalty 2801.829069 = -457143.719791
  nChanged 15
		SP:Iteration 23Q (31360.160000 sec): 3 clusters
  Score: Raw -459948.886304 + Penalty 2801.829069 = -457147.057235
  nChanged 20
		SP:Iteration 24Q (31360.360000 sec): 3 clusters
  Score: Raw -459953.715886 + Penalty 2801.829069 = -457151.886817
  nChanged 17
		SP:Iteration 25Q (31360.530000 sec): 3 clusters
  Score: Raw -459957.648709 + Penalty 2801.829069 = -457155.819640
  nChanged 20
		SP:Iteration 26Q (31360.720000 sec): 3 clusters
  Score: Raw -459961.284448 + Penalty 2801.829069 = -457159.455379
  nChanged 17
		SP:Iteration 27Q (31360.920000 sec): 3 clusters
  Score: Raw -459964.710348 + Penalty 2801.829069 = -457162.881279
  nChanged 17
		SP:Iteration 28Q (31361.140000 sec): 3 clusters
  Score: Raw -459967.535011 + Penalty 2801.829069 = -457165.705942
  nChanged 11
		SP:Iteration 29Q (31361.330000 sec): 3 clusters
  Score: Raw -459969.827974 + Penalty 2801.829069 = -457167.998905
  nChanged 14
		SP:Iteration 30Q (31361.530000 sec): 3 clusters
  Score: Raw -459974.175320 + Penalty 2801.829069 = -457172.346251
  nChanged 19
		SP:Iteration 31Q (31361.700000 sec): 3 clusters
  Score: Raw -459978.811962 + Penalty 2801.829069 = -457176.982893
  nChanged 25
		SP:Iteration 32Q (31361.930000 sec): 3 clusters
  Score: Raw -459984.657945 + Penalty 2801.829069 = -457182.828876
  nChanged 22
		SP:Iteration 33Q (31362.150000 sec): 3 clusters
  Score: Raw -459989.877909 + Penalty 2801.829069 = -457188.048840
  nChanged 20
		SP:Iteration 34Q (31362.350000 sec): 3 clusters
  Score: Raw -459994.088746 + Penalty 2801.829069 = -457192.259677
  nChanged 22
		SP:Iteration 35Q (31362.520000 sec): 3 clusters
  Score: Raw -459998.576187 + Penalty 2801.829069 = -457196.747118
  nChanged 22
		SP:Iteration 36Q (31362.710000 sec): 3 clusters
  Score: Raw -460002.401977 + Penalty 2801.829069 = -457200.572908
  nChanged 20
		SP:Iteration 37Q (31362.930000 sec): 3 clusters
  Score: Raw -460006.244546 + Penalty 2801.829069 = -457204.415477
  nChanged 21
		SP:Iteration 38Q (31363.110000 sec): 3 clusters
  Score: Raw -460011.280227 + Penalty 2801.829069 = -457209.451158
  nChanged 21
		SP:Iteration 39Q (31363.290000 sec): 3 clusters
  Score: Raw -460017.148916 + Penalty 2801.829069 = -457215.319847
  nChanged 26
		SP:Iteration 40F (31363.450000 sec): 3 clusters
  Score: Raw -460023.057942 + Penalty 2801.829069 = -457221.228873
  nChanged 30
		SP:Iteration 41Q (31363.670000 sec): 3 clusters
  Score: Raw -460031.070369 + Penalty 2801.829069 = -457229.241300
  nChanged 35
		SP:Iteration 42Q (31363.850000 sec): 3 clusters
  Score: Raw -460040.674182 + Penalty 2801.829069 = -457238.845113
  nChanged 41
		SP:Iteration 43Q (31364.070000 sec): 3 clusters
  Score: Raw -460053.684807 + Penalty 2801.829069 = -457251.855738
  nChanged 52
		SP:Iteration 44Q (31364.270000 sec): 3 clusters
  Score: Raw -460072.371068 + Penalty 2801.829069 = -457270.541999
  nChanged 59
		SP:Iteration 45Q (31364.450000 sec): 3 clusters
  Score: Raw -460090.681060 + Penalty 2801.829069 = -457288.851991
  nChanged 55
		SP:Iteration 46Q (31364.650000 sec): 3 clusters
  Score: Raw -460108.102943 + Penalty 2801.829069 = -457306.273874
  nChanged 46
		SP:Iteration 47Q (31364.850000 sec): 3 clusters
  Score: Raw -460120.786774 + Penalty 2801.829069 = -457318.957704
  nChanged 53
		SP:Iteration 48Q (31365.030000 sec): 3 clusters
  Score: Raw -460136.160600 + Penalty 2801.829069 = -457334.331531
  nChanged 48
		SP:Iteration 49Q (31365.230000 sec): 3 clusters
  Score: Raw -460151.757323 + Penalty 2801.829069 = -457349.928254
  nChanged 66
		SP:Iteration 50Q (31365.410000 sec): 3 clusters
  Score: Raw -460177.542683 + Penalty 2801.829069 = -457375.713614
  nChanged 81
		SP:Iteration 51Q (31365.620000 sec): 3 clusters
  Score: Raw -460213.673845 + Penalty 2801.829069 = -457411.844776
  nChanged 82
		SP:Iteration 52Q (31365.830000 sec): 3 clusters
  Score: Raw -460250.272854 + Penalty 2801.829069 = -457448.443785
  nChanged 101
		SP:Iteration 53Q (31365.990000 sec): 3 clusters
  Score: Raw -460298.730366 + Penalty 2801.829069 = -457496.901297
  nChanged 99
		SP:Iteration 54Q (31366.180000 sec): 3 clusters
  Score: Raw -460349.636727 + Penalty 2801.829069 = -457547.807658
  nChanged 97
		SP:Iteration 55Q (31366.400000 sec): 3 clusters
  Score: Raw -460395.695915 + Penalty 2801.829069 = -457593.866846
  nChanged 99
		SP:Iteration 56Q (31366.600000 sec): 3 clusters
  Score: Raw -460444.065632 + Penalty 2801.829069 = -457642.236563
  nChanged 76
		SP:Iteration 57Q (31366.790000 sec): 3 clusters
  Score: Raw -460479.260881 + Penalty 2801.829069 = -457677.431812
  nChanged 75
		SP:Iteration 58Q (31366.980000 sec): 3 clusters
  Score: Raw -460515.754762 + Penalty 2801.829069 = -457713.925693
  nChanged 81
		SP:Iteration 59Q (31367.190000 sec): 3 clusters
  Score: Raw -460555.177877 + Penalty 2801.829069 = -457753.348808
  nChanged 70
		SP:Iteration 60F (31367.410000 sec): 3 clusters
  Score: Raw -460589.690971 + Penalty 2801.829069 = -457787.861902
  nChanged 55
		SP:Iteration 61Q (31367.620000 sec): 3 clusters
  Score: Raw -460615.464048 + Penalty 2801.829069 = -457813.634979
  nChanged 52
		SP:Iteration 62Q (31367.800000 sec): 3 clusters
  Score: Raw -460637.769747 + Penalty 2801.829069 = -457835.940678
  nChanged 51
		SP:Iteration 63Q (31368.020000 sec): 3 clusters
  Score: Raw -460661.116414 + Penalty 2801.829069 = -457859.287345
  nChanged 37
		SP:Iteration 64Q (31368.250000 sec): 3 clusters
  Score: Raw -460673.675416 + Penalty 2801.829069 = -457871.846347
  nChanged 31
		SP:Iteration 65Q (31368.420000 sec): 3 clusters
  Score: Raw -460681.960059 + Penalty 2801.829069 = -457880.130990
  nChanged 21
		SP:Iteration 66Q (31368.620000 sec): 3 clusters
  Score: Raw -460688.217013 + Penalty 2801.829069 = -457886.387944
  nChanged 20
		SP:Iteration 67Q (31368.840000 sec): 3 clusters
  Score: Raw -460695.131176 + Penalty 2801.829069 = -457893.302107
  nChanged 18
		SP:Iteration 68Q (31369.020000 sec): 3 clusters
  Score: Raw -460701.083996 + Penalty 2801.829069 = -457899.254927
  nChanged 14
		SP:Iteration 69Q (31369.230000 sec): 3 clusters
  Score: Raw -460704.912887 + Penalty 2801.829069 = -457903.083818
  nChanged 15
		SP:Iteration 70Q (31369.420000 sec): 3 clusters
  Score: Raw -460708.348894 + Penalty 2801.829069 = -457906.519825
  nChanged 11
		SP:Iteration 71Q (31369.610000 sec): 3 clusters
  Score: Raw -460711.425359 + Penalty 2801.829069 = -457909.596290
  nChanged 12
		SP:Iteration 72Q (31369.830000 sec): 3 clusters
  Score: Raw -460716.029129 + Penalty 2801.829069 = -457914.200059
  nChanged 20
		SP:Iteration 73Q (31370.030000 sec): 3 clusters
  Score: Raw -460723.452159 + Penalty 2801.829069 = -457921.623090
  nChanged 19
		SP:Iteration 74Q (31370.280000 sec): 3 clusters
  Score: Raw -460729.967985 + Penalty 2801.829069 = -457928.138916
  nChanged 19
		SP:Iteration 75Q (31370.500000 sec): 3 clusters
  Score: Raw -460735.428873 + Penalty 2801.829069 = -457933.599804
  nChanged 17
		SP:Iteration 76Q (31370.710000 sec): 3 clusters
  Score: Raw -460740.914255 + Penalty 2801.829069 = -457939.085186
  nChanged 11
		SP:Iteration 77Q (31370.870000 sec): 3 clusters
  Score: Raw -460743.859492 + Penalty 2801.829069 = -457942.030423
  nChanged 15
		SP:Iteration 78Q (31371.050000 sec): 3 clusters
  Score: Raw -460747.981321 + Penalty 2801.829069 = -457946.152252
  nChanged 11
		SP:Iteration 79Q (31371.250000 sec): 3 clusters
  Score: Raw -460750.478789 + Penalty 2801.829069 = -457948.649720
  nChanged 7
		SP:Iteration 80F (31371.470000 sec): 3 clusters
  Score: Raw -460751.974490 + Penalty 2801.829069 = -457950.145421
  nChanged 7
		SP:Iteration 81Q (31371.650000 sec): 3 clusters
  Score: Raw -460754.104069 + Penalty 2801.829069 = -457952.275000
  nChanged 10
		SP:Iteration 82Q (31371.890000 sec): 3 clusters
  Score: Raw -460756.529866 + Penalty 2801.829069 = -457954.700796
  nChanged 10
		SP:Iteration 83Q (31372.100000 sec): 3 clusters
  Score: Raw -460760.428498 + Penalty 2801.829069 = -457958.599429
  nChanged 9
		SP:Iteration 84Q (31372.310000 sec): 3 clusters
  Score: Raw -460763.866579 + Penalty 2801.829069 = -457962.037510
  nChanged 11
		SP:Iteration 85Q (31372.510000 sec): 3 clusters
  Score: Raw -460767.807038 + Penalty 2801.829069 = -457965.977969
  nChanged 14
		SP:Iteration 86Q (31372.720000 sec): 3 clusters
  Score: Raw -460771.817887 + Penalty 2801.829069 = -457969.988818
  nChanged 7
		SP:Iteration 87Q (31372.950000 sec): 3 clusters
  Score: Raw -460773.878126 + Penalty 2801.829069 = -457972.049057
  nChanged 8
		SP:Iteration 88Q (31373.150000 sec): 3 clusters
  Score: Raw -460776.771148 + Penalty 2801.829069 = -457974.942079
  nChanged 7
		SP:Iteration 89Q (31373.350000 sec): 3 clusters
  Score: Raw -460779.464669 + Penalty 2801.829069 = -457977.635600
  nChanged 11
		SP:Iteration 90Q (31373.590000 sec): 3 clusters
  Score: Raw -460783.904507 + Penalty 2801.829069 = -457982.075438
  nChanged 11
		SP:Iteration 91Q (31373.760000 sec): 3 clusters
  Score: Raw -460787.625020 + Penalty 2801.829069 = -457985.795951
  nChanged 9
		SP:Iteration 92Q (31373.990000 sec): 3 clusters
  Score: Raw -460789.860718 + Penalty 2801.829069 = -457988.031649
  nChanged 9
		SP:Iteration 93Q (31374.160000 sec): 3 clusters
  Score: Raw -460793.938664 + Penalty 2801.829069 = -457992.109595
  nChanged 19
		SP:Iteration 94Q (31374.360000 sec): 3 clusters
  Score: Raw -460802.380788 + Penalty 2801.829069 = -458000.551719
  nChanged 15
		SP:Iteration 95Q (31374.550000 sec): 3 clusters
  Score: Raw -460808.967379 + Penalty 2801.829069 = -458007.138310
  nChanged 19
		SP:Iteration 96Q (31374.740000 sec): 3 clusters
  Score: Raw -460818.150710 + Penalty 2801.829069 = -458016.321641
  nChanged 20
		SP:Iteration 97Q (31374.940000 sec): 3 clusters
  Score: Raw -460825.430698 + Penalty 2801.829069 = -458023.601629
  nChanged 21
		SP:Iteration 98Q (31375.160000 sec): 3 clusters
  Score: Raw -460835.137684 + Penalty 2801.829069 = -458033.308615
  nChanged 20
		SP:Iteration 99Q (31375.350000 sec): 3 clusters
  Score: Raw -460846.185831 + Penalty 2801.829069 = -458044.356762
  nChanged 25
		SP:Iteration 100F (31375.590000 sec): 3 clusters
  Score: Raw -460857.954786 + Penalty 2801.829069 = -458056.125717
  nChanged 23
		SP:Iteration 101Q (31375.760000 sec): 3 clusters
  Score: Raw -460867.906109 + Penalty 2801.829069 = -458066.077040
  nChanged 14
		SP:Iteration 102Q (31375.920000 sec): 3 clusters
  Score: Raw -460873.291849 + Penalty 2801.829069 = -458071.462780
  nChanged 17
		SP:Iteration 103Q (31376.120000 sec): 3 clusters
  Score: Raw -460880.502762 + Penalty 2801.829069 = -458078.673693
  nChanged 16
		SP:Iteration 104Q (31376.290000 sec): 3 clusters
  Score: Raw -460886.537022 + Penalty 2801.829069 = -458084.707953
  nChanged 18
		SP:Iteration 105Q (31376.500000 sec): 3 clusters
  Score: Raw -460892.028685 + Penalty 2801.829069 = -458090.199616
  nChanged 15
		SP:Iteration 106Q (31376.690000 sec): 3 clusters
  Score: Raw -460897.442946 + Penalty 2801.829069 = -458095.613876
  nChanged 14
		SP:Iteration 107Q (31376.920000 sec): 3 clusters
  Score: Raw -460902.074229 + Penalty 2801.829069 = -458100.245160
  nChanged 15
		SP:Iteration 108Q (31377.100000 sec): 3 clusters
  Score: Raw -460908.569822 + Penalty 2801.829069 = -458106.740753
  nChanged 10
		SP:Iteration 109Q (31377.310000 sec): 3 clusters
  Score: Raw -460911.964236 + Penalty 2801.829069 = -458110.135167
  nChanged 10
		SP:Iteration 110Q (31377.530000 sec): 3 clusters
  Score: Raw -460914.872359 + Penalty 2801.829069 = -458113.043290
  nChanged 7
		SP:Iteration 111Q (31377.740000 sec): 3 clusters
  Score: Raw -460916.823207 + Penalty 2801.829069 = -458114.994138
  nChanged 5
		SP:Iteration 112Q (31377.930000 sec): 3 clusters
  Score: Raw -460918.296005 + Penalty 2801.829069 = -458116.466936
  nChanged 3
		SP:Iteration 113Q (31378.190000 sec): 3 clusters
  Score: Raw -460919.352386 + Penalty 2801.829069 = -458117.523317
  nChanged 7
		SP:Iteration 114Q (31378.360000 sec): 3 clusters
  Score: Raw -460922.931265 + Penalty 2801.829069 = -458121.102196
  nChanged 6
		SP:Iteration 115Q (31378.580000 sec): 3 clusters
  Score: Raw -460925.744884 + Penalty 2801.829069 = -458123.915815
  nChanged 7
		SP:Iteration 116Q (31378.800000 sec): 3 clusters
  Score: Raw -460928.961766 + Penalty 2801.829069 = -458127.132697
  nChanged 7
		SP:Iteration 117Q (31378.980000 sec): 3 clusters
  Score: Raw -460931.914241 + Penalty 2801.829069 = -458130.085172
  nChanged 6
		SP:Iteration 118Q (31379.170000 sec): 3 clusters
  Score: Raw -460934.343565 + Penalty 2801.829069 = -458132.514496
  nChanged 6
		SP:Iteration 119Q (31379.380000 sec): 3 clusters
  Score: Raw -460936.894116 + Penalty 2801.829069 = -458135.065047
  nChanged 6
		SP:Iteration 120F (31379.610000 sec): 3 clusters
  Score: Raw -460938.576012 + Penalty 2801.829069 = -458136.746943
  nChanged 3
		SP:Iteration 121Q (31379.810000 sec): 3 clusters
  Score: Raw -460939.770885 + Penalty 2801.829069 = -458137.941816
  nChanged 2
		SP:Iteration 122Q (31380.010000 sec): 3 clusters
  Score: Raw -460940.318352 + Penalty 2801.829069 = -458138.489283
  nChanged 3
		SP:Iteration 123Q (31380.210000 sec): 3 clusters
  Score: Raw -460941.347250 + Penalty 2801.829069 = -458139.518181
  nChanged 1
		SP:Iteration 124Q (31380.430000 sec): 3 clusters
  Score: Raw -460941.655321 + Penalty 2801.829069 = -458139.826252
  nChanged 1
		SP:Iteration 125Q (31380.610000 sec): 3 clusters
  Score: Raw -460941.824420 + Penalty 2801.829069 = -458139.995351
  nChanged 1
		SP:Iteration 126Q (31380.830000 sec): 3 clusters
  Score: Raw -460942.357203 + Penalty 2801.829069 = -458140.528134
  nChanged 2
		SP:Iteration 127Q (31381.040000 sec): 3 clusters
  Score: Raw -460942.801423 + Penalty 2801.829069 = -458140.972354
  nChanged 2
		SP:Iteration 128Q (31381.200000 sec): 3 clusters
  Score: Raw -460943.186589 + Penalty 2801.829069 = -458141.357520
  nChanged 2
		SP:Iteration 129Q (31381.430000 sec): 3 clusters
  Score: Raw -460943.692913 + Penalty 2801.829069 = -458141.863844
  nChanged 4
		SP:Iteration 130Q (31381.590000 sec): 3 clusters
  Score: Raw -460945.550681 + Penalty 2801.829069 = -458143.721612
  nChanged 7
		SP:Iteration 131Q (31381.780000 sec): 3 clusters
  Score: Raw -460948.590046 + Penalty 2801.829069 = -458146.760976
  nChanged 4
		SP:Iteration 132Q (31381.980000 sec): 3 clusters
  Score: Raw -460949.979305 + Penalty 2801.829069 = -458148.150236
  nChanged 6
		SP:Iteration 133Q (31382.190000 sec): 3 clusters
  Score: Raw -460952.069338 + Penalty 2801.829069 = -458150.240269
  nChanged 2
		SP:Iteration 134Q (31382.410000 sec): 3 clusters
  Score: Raw -460952.951551 + Penalty 2801.829069 = -458151.122482
  nChanged 3
		SP:Iteration 135Q (31382.650000 sec): 3 clusters
  Score: Raw -460954.078373 + Penalty 2801.829069 = -458152.249304
  nChanged 2
		SP:Iteration 136Q (31382.830000 sec): 3 clusters
  Score: Raw -460954.549471 + Penalty 2801.829069 = -458152.720402
  nChanged 0
		SP:Iteration 137F (31383.060000 sec): 3 clusters
  Score: Raw -460954.549471 + Penalty 2801.829069 = -458152.720402
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 69 (2973 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31383.180000 sec): 2 clusters
  Score: Raw -231948.743700 + Penalty 1299.565609 = -230649.178091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31383.310000 sec): 3 clusters
  Score: Raw -230522.131391 + Penalty 2599.131217 = -227923.000174
  nChanged 1153
		SP:Iteration 1F (31383.490000 sec): 3 clusters
  Score: Raw -231242.311016 + Penalty 2599.131217 = -228643.179798
  nChanged 268
		SP:Iteration 2F (31383.680000 sec): 3 clusters
  Score: Raw -231453.410876 + Penalty 2599.131217 = -228854.279659
  nChanged 185
		SP:Iteration 3F (31383.830000 sec): 3 clusters
  Score: Raw -231588.007831 + Penalty 2599.131217 = -228988.876614
  nChanged 144
		SP:Iteration 4Q (31384.020000 sec): 3 clusters
  Score: Raw -231683.324046 + Penalty 2599.131217 = -229084.192828
  nChanged 118
		SP:Iteration 5Q (31384.200000 sec): 3 clusters
  Score: Raw -231784.631224 + Penalty 2599.131217 = -229185.500007
  nChanged 102
		SP:Iteration 6Q (31384.430000 sec): 3 clusters
  Score: Raw -231848.046543 + Penalty 2599.131217 = -229248.915326
  nChanged 65
		SP:Iteration 7Q (31384.590000 sec): 3 clusters
  Score: Raw -231885.960741 + Penalty 2599.131217 = -229286.829524
  nChanged 61
		SP:Iteration 8Q (31384.810000 sec): 3 clusters
  Score: Raw -231926.657541 + Penalty 2599.131217 = -229327.526324
  nChanged 60
		SP:Iteration 9Q (31384.990000 sec): 3 clusters
  Score: Raw -231964.700140 + Penalty 2599.131217 = -229365.568923
  nChanged 52
		SP:Iteration 10Q (31385.190000 sec): 3 clusters
  Score: Raw -231995.758825 + Penalty 2599.131217 = -229396.627607
  nChanged 51
		SP:Iteration 11Q (31385.410000 sec): 3 clusters
  Score: Raw -232026.362072 + Penalty 2599.131217 = -229427.230854
  nChanged 52
		SP:Iteration 12Q (31385.600000 sec): 3 clusters
  Score: Raw -232051.164886 + Penalty 2599.131217 = -229452.033669
  nChanged 38
		SP:Iteration 13Q (31385.760000 sec): 3 clusters
  Score: Raw -232072.173849 + Penalty 2599.131217 = -229473.042632
  nChanged 31
		SP:Iteration 14Q (31385.940000 sec): 3 clusters
  Score: Raw -232084.204244 + Penalty 2599.131217 = -229485.073026
  nChanged 29
		SP:Iteration 15Q (31386.130000 sec): 3 clusters
  Score: Raw -232094.709106 + Penalty 2599.131217 = -229495.577888
  nChanged 21
		SP:Iteration 16Q (31386.290000 sec): 3 clusters
  Score: Raw -232103.137246 + Penalty 2599.131217 = -229504.006029
  nChanged 14
		SP:Iteration 17Q (31386.460000 sec): 3 clusters
  Score: Raw -232107.921957 + Penalty 2599.131217 = -229508.790740
  nChanged 6
		SP:Iteration 18Q (31386.630000 sec): 3 clusters
  Score: Raw -232111.554640 + Penalty 2599.131217 = -229512.423423
  nChanged 11
		SP:Iteration 19Q (31386.840000 sec): 3 clusters
  Score: Raw -232116.412054 + Penalty 2599.131217 = -229517.280836
  nChanged 5
		SP:Iteration 20F (31386.980000 sec): 3 clusters
  Score: Raw -232117.893128 + Penalty 2599.131217 = -229518.761910
  nChanged 5
		SP:Iteration 21Q (31387.130000 sec): 3 clusters
  Score: Raw -232119.314017 + Penalty 2599.131217 = -229520.182799
  nChanged 5
		SP:Iteration 22Q (31387.270000 sec): 3 clusters
  Score: Raw -232120.724385 + Penalty 2599.131217 = -229521.593167
  nChanged 2
		SP:Iteration 23Q (31387.410000 sec): 3 clusters
  Score: Raw -232121.090113 + Penalty 2599.131217 = -229521.958895
  nChanged 1
		SP:Iteration 24Q (31387.510000 sec): 3 clusters
  Score: Raw -232121.339164 + Penalty 2599.131217 = -229522.207947
  nChanged 2
		SP:Iteration 25Q (31387.650000 sec): 3 clusters
  Score: Raw -232121.909844 + Penalty 2599.131217 = -229522.778627
  nChanged 2
		SP:Iteration 26Q (31387.790000 sec): 3 clusters
  Score: Raw -232122.300754 + Penalty 2599.131217 = -229523.169537
  nChanged 1
		SP:Iteration 27Q (31388.000000 sec): 3 clusters
  Score: Raw -232122.859246 + Penalty 2599.131217 = -229523.728029
  nChanged 1
		SP:Iteration 28Q (31388.170000 sec): 3 clusters
  Score: Raw -232122.997856 + Penalty 2599.131217 = -229523.866638
  nChanged 0
		SP:Iteration 29F (31388.360000 sec): 3 clusters
  Score: Raw -232122.997856 + Penalty 2599.131217 = -229523.866638
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 70 (8638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31388.520000 sec): 2 clusters
  Score: Raw -693967.598101 + Penalty 1472.888032 = -692494.710068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31388.710000 sec): 3 clusters
  Score: Raw -689112.711101 + Penalty 2945.776065 = -686166.935036
  nChanged 3664
		SP:Iteration 1F (31388.860000 sec): 3 clusters
  Score: Raw -691081.577688 + Penalty 2945.776065 = -688135.801623
  nChanged 580
		SP:Iteration 2F (31389.050000 sec): 3 clusters
  Score: Raw -691394.958339 + Penalty 2945.776065 = -688449.182274
  nChanged 534
		SP:Iteration 3F (31389.310000 sec): 3 clusters
  Score: Raw -691697.490273 + Penalty 2945.776065 = -688751.714208
  nChanged 540
		SP:Iteration 4F (31389.460000 sec): 3 clusters
  Score: Raw -692060.483671 + Penalty 2945.776065 = -689114.707606
  nChanged 563
		SP:Iteration 5F (31389.660000 sec): 3 clusters
  Score: Raw -692446.809898 + Penalty 2945.776065 = -689501.033833
  nChanged 537
		SP:Iteration 6F (31389.880000 sec): 3 clusters
  Score: Raw -692832.506207 + Penalty 2945.776065 = -689886.730142
  nChanged 481
		SP:Iteration 7F (31390.060000 sec): 3 clusters
  Score: Raw -693121.580629 + Penalty 2945.776065 = -690175.804564
  nChanged 373
		SP:Iteration 8Q (31390.250000 sec): 3 clusters
  Score: Raw -693315.312339 + Penalty 2945.776065 = -690369.536274
  nChanged 285
		SP:Iteration 9Q (31390.490000 sec): 3 clusters
  Score: Raw -693437.733251 + Penalty 2945.776065 = -690491.957186
  nChanged 219
		SP:Iteration 10Q (31390.650000 sec): 3 clusters
  Score: Raw -693513.978324 + Penalty 2945.776065 = -690568.202259
  nChanged 155
		SP:Iteration 11Q (31390.880000 sec): 3 clusters
  Score: Raw -693558.502268 + Penalty 2945.776065 = -690612.726203
  nChanged 106
		SP:Iteration 12Q (31391.080000 sec): 3 clusters
  Score: Raw -693590.071598 + Penalty 2945.776065 = -690644.295533
  nChanged 85
		SP:Iteration 13Q (31391.270000 sec): 3 clusters
  Score: Raw -693612.817263 + Penalty 2945.776065 = -690667.041198
  nChanged 87
		SP:Iteration 14Q (31391.510000 sec): 3 clusters
  Score: Raw -693635.960049 + Penalty 2945.776065 = -690690.183984
  nChanged 86
		SP:Iteration 15Q (31391.710000 sec): 3 clusters
  Score: Raw -693657.631879 + Penalty 2945.776065 = -690711.855814
  nChanged 69
		SP:Iteration 16Q (31391.920000 sec): 3 clusters
  Score: Raw -693672.647299 + Penalty 2945.776065 = -690726.871234
  nChanged 60
		SP:Iteration 17Q (31392.220000 sec): 3 clusters
  Score: Raw -693688.112203 + Penalty 2945.776065 = -690742.336139
  nChanged 59
		SP:Iteration 18Q (31392.450000 sec): 3 clusters
  Score: Raw -693701.387040 + Penalty 2945.776065 = -690755.610975
  nChanged 52
		SP:Iteration 19Q (31392.680000 sec): 3 clusters
  Score: Raw -693711.924636 + Penalty 2945.776065 = -690766.148571
  nChanged 42
		SP:Iteration 20F (31392.940000 sec): 3 clusters
  Score: Raw -693719.448985 + Penalty 2945.776065 = -690773.672920
  nChanged 41
		SP:Iteration 21Q (31393.160000 sec): 3 clusters
  Score: Raw -693726.967969 + Penalty 2945.776065 = -690781.191904
  nChanged 44
		SP:Iteration 22Q (31393.390000 sec): 3 clusters
  Score: Raw -693736.306618 + Penalty 2945.776065 = -690790.530553
  nChanged 45
		SP:Iteration 23Q (31393.600000 sec): 3 clusters
  Score: Raw -693746.854982 + Penalty 2945.776065 = -690801.078918
  nChanged 47
		SP:Iteration 24Q (31393.830000 sec): 3 clusters
  Score: Raw -693759.260084 + Penalty 2945.776065 = -690813.484020
  nChanged 61
		SP:Iteration 25Q (31394.020000 sec): 3 clusters
  Score: Raw -693773.150266 + Penalty 2945.776065 = -690827.374201
  nChanged 56
		SP:Iteration 26Q (31394.280000 sec): 3 clusters
  Score: Raw -693785.430856 + Penalty 2945.776065 = -690839.654791
  nChanged 59
		SP:Iteration 27Q (31394.460000 sec): 3 clusters
  Score: Raw -693800.402531 + Penalty 2945.776065 = -690854.626466
  nChanged 54
		SP:Iteration 28Q (31394.700000 sec): 3 clusters
  Score: Raw -693811.644731 + Penalty 2945.776065 = -690865.868666
  nChanged 47
		SP:Iteration 29Q (31394.920000 sec): 3 clusters
  Score: Raw -693823.108894 + Penalty 2945.776065 = -690877.332829
  nChanged 54
		SP:Iteration 30Q (31395.140000 sec): 3 clusters
  Score: Raw -693835.296396 + Penalty 2945.776065 = -690889.520331
  nChanged 57
		SP:Iteration 31Q (31395.330000 sec): 3 clusters
  Score: Raw -693845.405143 + Penalty 2945.776065 = -690899.629078
  nChanged 41
		SP:Iteration 32Q (31395.520000 sec): 3 clusters
  Score: Raw -693852.297554 + Penalty 2945.776065 = -690906.521489
  nChanged 39
		SP:Iteration 33Q (31395.700000 sec): 3 clusters
  Score: Raw -693857.911604 + Penalty 2945.776065 = -690912.135539
  nChanged 40
		SP:Iteration 34Q (31395.950000 sec): 3 clusters
  Score: Raw -693863.714816 + Penalty 2945.776065 = -690917.938751
  nChanged 29
		SP:Iteration 35Q (31396.150000 sec): 3 clusters
  Score: Raw -693868.383374 + Penalty 2945.776065 = -690922.607309
  nChanged 34
		SP:Iteration 36Q (31396.350000 sec): 3 clusters
  Score: Raw -693873.866330 + Penalty 2945.776065 = -690928.090265
  nChanged 38
		SP:Iteration 37Q (31396.540000 sec): 3 clusters
  Score: Raw -693881.986030 + Penalty 2945.776065 = -690936.209965
  nChanged 43
		SP:Iteration 38Q (31396.770000 sec): 3 clusters
  Score: Raw -693893.496497 + Penalty 2945.776065 = -690947.720433
  nChanged 63
		SP:Iteration 39Q (31397.000000 sec): 3 clusters
  Score: Raw -693910.597095 + Penalty 2945.776065 = -690964.821030
  nChanged 57
		SP:Iteration 40F (31397.200000 sec): 3 clusters
  Score: Raw -693923.192879 + Penalty 2945.776065 = -690977.416814
  nChanged 46
		SP:Iteration 41Q (31397.400000 sec): 3 clusters
  Score: Raw -693934.785826 + Penalty 2945.776065 = -690989.009761
  nChanged 51
		SP:Iteration 42Q (31397.640000 sec): 3 clusters
  Score: Raw -693945.403526 + Penalty 2945.776065 = -690999.627461
  nChanged 40
		SP:Iteration 43Q (31397.870000 sec): 3 clusters
  Score: Raw -693953.501271 + Penalty 2945.776065 = -691007.725206
  nChanged 47
		SP:Iteration 44Q (31398.070000 sec): 3 clusters
  Score: Raw -693963.567362 + Penalty 2945.776065 = -691017.791297
  nChanged 49
		SP:Iteration 45Q (31398.270000 sec): 3 clusters
  Score: Raw -693975.225600 + Penalty 2945.776065 = -691029.449535
  nChanged 54
		SP:Iteration 46Q (31398.500000 sec): 3 clusters
  Score: Raw -693989.497189 + Penalty 2945.776065 = -691043.721124
  nChanged 63
		SP:Iteration 47Q (31398.710000 sec): 3 clusters
  Score: Raw -694003.922865 + Penalty 2945.776065 = -691058.146800
  nChanged 58
		SP:Iteration 48Q (31399.010000 sec): 3 clusters
  Score: Raw -694017.008448 + Penalty 2945.776065 = -691071.232383
  nChanged 64
		SP:Iteration 49Q (31399.260000 sec): 3 clusters
  Score: Raw -694036.303514 + Penalty 2945.776065 = -691090.527449
  nChanged 75
		SP:Iteration 50Q (31399.460000 sec): 3 clusters
  Score: Raw -694059.235430 + Penalty 2945.776065 = -691113.459365
  nChanged 84
		SP:Iteration 51Q (31399.670000 sec): 3 clusters
  Score: Raw -694088.990673 + Penalty 2945.776065 = -691143.214608
  nChanged 90
		SP:Iteration 52Q (31399.900000 sec): 3 clusters
  Score: Raw -694120.055900 + Penalty 2945.776065 = -691174.279836
  nChanged 91
		SP:Iteration 53Q (31400.080000 sec): 3 clusters
  Score: Raw -694149.872193 + Penalty 2945.776065 = -691204.096128
  nChanged 90
		SP:Iteration 54Q (31400.280000 sec): 3 clusters
  Score: Raw -694180.451886 + Penalty 2945.776065 = -691234.675822
  nChanged 92
		SP:Iteration 55Q (31400.420000 sec): 3 clusters
  Score: Raw -694209.664468 + Penalty 2945.776065 = -691263.888403
  nChanged 91
		SP:Iteration 56Q (31400.680000 sec): 3 clusters
  Score: Raw -694236.108081 + Penalty 2945.776065 = -691290.332016
  nChanged 86
		SP:Iteration 57Q (31400.900000 sec): 3 clusters
  Score: Raw -694264.802443 + Penalty 2945.776065 = -691319.026379
  nChanged 96
		SP:Iteration 58Q (31401.120000 sec): 3 clusters
  Score: Raw -694295.240296 + Penalty 2945.776065 = -691349.464231
  nChanged 80
		SP:Iteration 59Q (31401.340000 sec): 3 clusters
  Score: Raw -694317.603850 + Penalty 2945.776065 = -691371.827785
  nChanged 68
		SP:Iteration 60F (31401.540000 sec): 3 clusters
  Score: Raw -694337.977025 + Penalty 2945.776065 = -691392.200960
  nChanged 66
		SP:Iteration 61Q (31401.740000 sec): 3 clusters
  Score: Raw -694355.990368 + Penalty 2945.776065 = -691410.214303
  nChanged 61
		SP:Iteration 62Q (31401.920000 sec): 3 clusters
  Score: Raw -694371.844559 + Penalty 2945.776065 = -691426.068494
  nChanged 60
		SP:Iteration 63Q (31402.180000 sec): 3 clusters
  Score: Raw -694389.939466 + Penalty 2945.776065 = -691444.163401
  nChanged 51
		SP:Iteration 64Q (31402.370000 sec): 3 clusters
  Score: Raw -694402.284446 + Penalty 2945.776065 = -691456.508381
  nChanged 51
		SP:Iteration 65Q (31402.560000 sec): 3 clusters
  Score: Raw -694414.791513 + Penalty 2945.776065 = -691469.015448
  nChanged 40
		SP:Iteration 66Q (31402.780000 sec): 3 clusters
  Score: Raw -694425.486080 + Penalty 2945.776065 = -691479.710015
  nChanged 43
		SP:Iteration 67Q (31403.020000 sec): 3 clusters
  Score: Raw -694438.506009 + Penalty 2945.776065 = -691492.729944
  nChanged 43
		SP:Iteration 68Q (31403.210000 sec): 3 clusters
  Score: Raw -694448.425118 + Penalty 2945.776065 = -691502.649053
  nChanged 42
		SP:Iteration 69Q (31403.430000 sec): 3 clusters
  Score: Raw -694461.312920 + Penalty 2945.776065 = -691515.536855
  nChanged 37
		SP:Iteration 70Q (31403.610000 sec): 3 clusters
  Score: Raw -694474.124693 + Penalty 2945.776065 = -691528.348629
  nChanged 39
		SP:Iteration 71Q (31403.830000 sec): 3 clusters
  Score: Raw -694484.664375 + Penalty 2945.776065 = -691538.888310
  nChanged 31
		SP:Iteration 72Q (31404.060000 sec): 3 clusters
  Score: Raw -694494.321760 + Penalty 2945.776065 = -691548.545695
  nChanged 32
		SP:Iteration 73Q (31404.260000 sec): 3 clusters
  Score: Raw -694501.801915 + Penalty 2945.776065 = -691556.025850
  nChanged 25
		SP:Iteration 74Q (31404.480000 sec): 3 clusters
  Score: Raw -694508.542612 + Penalty 2945.776065 = -691562.766547
  nChanged 31
		SP:Iteration 75Q (31404.670000 sec): 3 clusters
  Score: Raw -694515.610672 + Penalty 2945.776065 = -691569.834607
  nChanged 22
		SP:Iteration 76Q (31404.880000 sec): 3 clusters
  Score: Raw -694520.922142 + Penalty 2945.776065 = -691575.146077
  nChanged 16
		SP:Iteration 77Q (31405.100000 sec): 3 clusters
  Score: Raw -694524.771126 + Penalty 2945.776065 = -691578.995061
  nChanged 13
		SP:Iteration 78Q (31405.300000 sec): 3 clusters
  Score: Raw -694527.869851 + Penalty 2945.776065 = -691582.093786
  nChanged 14
		SP:Iteration 79Q (31405.470000 sec): 3 clusters
  Score: Raw -694531.378587 + Penalty 2945.776065 = -691585.602522
  nChanged 21
		SP:Iteration 80F (31405.680000 sec): 3 clusters
  Score: Raw -694536.809119 + Penalty 2945.776065 = -691591.033054
  nChanged 19
		SP:Iteration 81Q (31405.900000 sec): 3 clusters
  Score: Raw -694541.376464 + Penalty 2945.776065 = -691595.600399
  nChanged 13
		SP:Iteration 82Q (31406.070000 sec): 3 clusters
  Score: Raw -694544.118016 + Penalty 2945.776065 = -691598.341951
  nChanged 9
		SP:Iteration 83Q (31406.300000 sec): 3 clusters
  Score: Raw -694545.807148 + Penalty 2945.776065 = -691600.031083
  nChanged 11
		SP:Iteration 84Q (31406.490000 sec): 3 clusters
  Score: Raw -694548.617288 + Penalty 2945.776065 = -691602.841223
  nChanged 12
		SP:Iteration 85Q (31406.690000 sec): 3 clusters
  Score: Raw -694551.748625 + Penalty 2945.776065 = -691605.972560
  nChanged 10
		SP:Iteration 86Q (31406.920000 sec): 3 clusters
  Score: Raw -694554.560331 + Penalty 2945.776065 = -691608.784266
  nChanged 9
		SP:Iteration 87Q (31407.090000 sec): 3 clusters
  Score: Raw -694556.697694 + Penalty 2945.776065 = -691610.921629
  nChanged 11
		SP:Iteration 88Q (31407.340000 sec): 3 clusters
  Score: Raw -694559.218285 + Penalty 2945.776065 = -691613.442220
  nChanged 10
		SP:Iteration 89Q (31407.520000 sec): 3 clusters
  Score: Raw -694562.593799 + Penalty 2945.776065 = -691616.817734
  nChanged 10
		SP:Iteration 90Q (31407.680000 sec): 3 clusters
  Score: Raw -694565.641819 + Penalty 2945.776065 = -691619.865754
  nChanged 13
		SP:Iteration 91Q (31407.890000 sec): 3 clusters
  Score: Raw -694568.843322 + Penalty 2945.776065 = -691623.067257
  nChanged 11
		SP:Iteration 92Q (31408.060000 sec): 3 clusters
  Score: Raw -694571.316169 + Penalty 2945.776065 = -691625.540104
  nChanged 7
		SP:Iteration 93Q (31408.240000 sec): 3 clusters
  Score: Raw -694572.592684 + Penalty 2945.776065 = -691626.816619
  nChanged 5
		SP:Iteration 94Q (31408.460000 sec): 3 clusters
  Score: Raw -694573.543423 + Penalty 2945.776065 = -691627.767358
  nChanged 3
		SP:Iteration 95Q (31408.710000 sec): 3 clusters
  Score: Raw -694574.053572 + Penalty 2945.776065 = -691628.277507
  nChanged 2
		SP:Iteration 96Q (31408.880000 sec): 3 clusters
  Score: Raw -694574.462549 + Penalty 2945.776065 = -691628.686484
  nChanged 2
		SP:Iteration 97Q (31409.120000 sec): 3 clusters
  Score: Raw -694574.738569 + Penalty 2945.776065 = -691628.962504
  nChanged 3
		SP:Iteration 98Q (31409.280000 sec): 3 clusters
  Score: Raw -694575.242313 + Penalty 2945.776065 = -691629.466248
  nChanged 2
		SP:Iteration 99Q (31409.450000 sec): 3 clusters
  Score: Raw -694575.918386 + Penalty 2945.776065 = -691630.142322
  nChanged 4
		SP:Iteration 100F (31409.570000 sec): 3 clusters
  Score: Raw -694576.701992 + Penalty 2945.776065 = -691630.925927
  nChanged 4
		SP:Iteration 101Q (31409.780000 sec): 3 clusters
  Score: Raw -694577.323669 + Penalty 2945.776065 = -691631.547604
  nChanged 4
		SP:Iteration 102Q (31409.980000 sec): 3 clusters
  Score: Raw -694578.283160 + Penalty 2945.776065 = -691632.507095
  nChanged 9
		SP:Iteration 103Q (31410.150000 sec): 3 clusters
  Score: Raw -694580.638347 + Penalty 2945.776065 = -691634.862282
  nChanged 12
		SP:Iteration 104Q (31410.330000 sec): 3 clusters
  Score: Raw -694584.402287 + Penalty 2945.776065 = -691638.626222
  nChanged 15
		SP:Iteration 105Q (31410.560000 sec): 3 clusters
  Score: Raw -694589.309019 + Penalty 2945.776065 = -691643.532954
  nChanged 11
		SP:Iteration 106Q (31410.730000 sec): 3 clusters
  Score: Raw -694591.556679 + Penalty 2945.776065 = -691645.780614
  nChanged 10
		SP:Iteration 107Q (31410.930000 sec): 3 clusters
  Score: Raw -694593.732186 + Penalty 2945.776065 = -691647.956121
  nChanged 6
		SP:Iteration 108Q (31411.120000 sec): 3 clusters
  Score: Raw -694594.932416 + Penalty 2945.776065 = -691649.156351
  nChanged 9
		SP:Iteration 109Q (31411.330000 sec): 3 clusters
  Score: Raw -694596.525830 + Penalty 2945.776065 = -691650.749765
  nChanged 9
		SP:Iteration 110Q (31411.550000 sec): 3 clusters
  Score: Raw -694598.833435 + Penalty 2945.776065 = -691653.057370
  nChanged 7
		SP:Iteration 111Q (31411.760000 sec): 3 clusters
  Score: Raw -694601.033749 + Penalty 2945.776065 = -691655.257685
  nChanged 12
		SP:Iteration 112Q (31411.970000 sec): 3 clusters
  Score: Raw -694603.566974 + Penalty 2945.776065 = -691657.790909
  nChanged 12
		SP:Iteration 113Q (31412.190000 sec): 3 clusters
  Score: Raw -694605.781999 + Penalty 2945.776065 = -691660.005934
  nChanged 5
		SP:Iteration 114Q (31412.390000 sec): 3 clusters
  Score: Raw -694606.601519 + Penalty 2945.776065 = -691660.825454
  nChanged 3
		SP:Iteration 115Q (31412.580000 sec): 3 clusters
  Score: Raw -694606.958667 + Penalty 2945.776065 = -691661.182602
  nChanged 1
		SP:Iteration 116Q (31412.770000 sec): 3 clusters
  Score: Raw -694607.271717 + Penalty 2945.776065 = -691661.495652
  nChanged 3
		SP:Iteration 117Q (31412.950000 sec): 3 clusters
  Score: Raw -694607.875430 + Penalty 2945.776065 = -691662.099366
  nChanged 4
		SP:Iteration 118Q (31413.140000 sec): 3 clusters
  Score: Raw -694608.481474 + Penalty 2945.776065 = -691662.705409
  nChanged 2
		SP:Iteration 119Q (31413.380000 sec): 3 clusters
  Score: Raw -694608.710805 + Penalty 2945.776065 = -691662.934740
  nChanged 1
		SP:Iteration 120F (31413.530000 sec): 3 clusters
  Score: Raw -694609.094703 + Penalty 2945.776065 = -691663.318638
  nChanged 1
		SP:Iteration 121Q (31413.710000 sec): 3 clusters
  Score: Raw -694609.171023 + Penalty 2945.776065 = -691663.394958
  nChanged 0
		SP:Iteration 122F (31413.890000 sec): 3 clusters
  Score: Raw -694609.171023 + Penalty 2945.776065 = -691663.394958
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 71 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31414.030000 sec): 2 clusters
  Score: Raw -22520.273555 + Penalty 896.586096 = -21623.687460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31414.140000 sec): 3 clusters
  Score: Raw -22570.296509 + Penalty 1793.172191 = -20777.124317
  nChanged 34
		SP:Iteration 1F (31414.280000 sec): 3 clusters
  Score: Raw -22653.658666 + Penalty 1793.172191 = -20860.486475
  nChanged 10
		SP:Iteration 2Q (31414.430000 sec): 3 clusters
  Score: Raw -22692.185858 + Penalty 1793.172191 = -20899.013667
  nChanged 2
		SP:Iteration 3Q (31414.570000 sec): 3 clusters
  Score: Raw -22699.512086 + Penalty 1793.172191 = -20906.339895
  nChanged 0
		SP:Iteration 4F (31414.710000 sec): 3 clusters
  Score: Raw -22699.512086 + Penalty 1793.172191 = -20906.339895
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 72 (2835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31414.840000 sec): 2 clusters
  Score: Raw -230135.437502 + Penalty 1291.842048 = -228843.595454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31415.090000 sec): 3 clusters
  Score: Raw -228894.421303 + Penalty 2583.684095 = -226310.737208
  nChanged 1018
		SP:Iteration 1F (31415.270000 sec): 3 clusters
  Score: Raw -229486.069534 + Penalty 2583.684095 = -226902.385439
  nChanged 181
		SP:Iteration 2F (31415.420000 sec): 3 clusters
  Score: Raw -229583.830842 + Penalty 2583.684095 = -227000.146746
  nChanged 130
		SP:Iteration 3Q (31415.650000 sec): 3 clusters
  Score: Raw -229660.792098 + Penalty 2583.684095 = -227077.108003
  nChanged 117
		SP:Iteration 4Q (31415.800000 sec): 3 clusters
  Score: Raw -229741.766810 + Penalty 2583.684095 = -227158.082715
  nChanged 113
		SP:Iteration 5Q (31415.920000 sec): 3 clusters
  Score: Raw -229829.754273 + Penalty 2583.684095 = -227246.070178
  nChanged 121
		SP:Iteration 6Q (31416.070000 sec): 3 clusters
  Score: Raw -229981.830586 + Penalty 2583.684095 = -227398.146491
  nChanged 136
		SP:Iteration 7Q (31416.280000 sec): 3 clusters
  Score: Raw -230183.345322 + Penalty 2583.684095 = -227599.661227
  nChanged 178
		SP:Iteration 8F (31416.420000 sec): 3 clusters
  Score: Raw -230395.733650 + Penalty 2583.684095 = -227812.049555
  nChanged 165
		SP:Iteration 9F (31416.550000 sec): 3 clusters
  Score: Raw -230583.089679 + Penalty 2583.684095 = -227999.405584
  nChanged 140
		SP:Iteration 10Q (31416.720000 sec): 3 clusters
  Score: Raw -230718.194507 + Penalty 2583.684095 = -228134.510412
  nChanged 84
		SP:Iteration 11Q (31416.860000 sec): 3 clusters
  Score: Raw -230789.220013 + Penalty 2583.684095 = -228205.535917
  nChanged 74
		SP:Iteration 12Q (31416.950000 sec): 3 clusters
  Score: Raw -230856.554939 + Penalty 2583.684095 = -228272.870844
  nChanged 48
		SP:Iteration 13Q (31417.080000 sec): 3 clusters
  Score: Raw -230895.616168 + Penalty 2583.684095 = -228311.932073
  nChanged 36
		SP:Iteration 14Q (31417.220000 sec): 3 clusters
  Score: Raw -230921.946226 + Penalty 2583.684095 = -228338.262131
  nChanged 15
		SP:Iteration 15Q (31417.350000 sec): 3 clusters
  Score: Raw -230931.024904 + Penalty 2583.684095 = -228347.340808
  nChanged 15
		SP:Iteration 16Q (31417.440000 sec): 3 clusters
  Score: Raw -230939.588916 + Penalty 2583.684095 = -228355.904821
  nChanged 7
		SP:Iteration 17Q (31417.540000 sec): 3 clusters
  Score: Raw -230943.860463 + Penalty 2583.684095 = -228360.176368
  nChanged 8
		SP:Iteration 18Q (31417.690000 sec): 3 clusters
  Score: Raw -230949.071013 + Penalty 2583.684095 = -228365.386917
  nChanged 2
		SP:Iteration 19Q (31417.830000 sec): 3 clusters
  Score: Raw -230950.001111 + Penalty 2583.684095 = -228366.317016
  nChanged 5
		SP:Iteration 20F (31417.970000 sec): 3 clusters
  Score: Raw -230952.038323 + Penalty 2583.684095 = -228368.354228
  nChanged 4
		SP:Iteration 21Q (31418.120000 sec): 3 clusters
  Score: Raw -230953.253365 + Penalty 2583.684095 = -228369.569270
  nChanged 5
		SP:Iteration 22Q (31418.210000 sec): 3 clusters
  Score: Raw -230954.841099 + Penalty 2583.684095 = -228371.157004
  nChanged 2
		SP:Iteration 23Q (31418.310000 sec): 3 clusters
  Score: Raw -230956.595898 + Penalty 2583.684095 = -228372.911803
  nChanged 2
		SP:Iteration 24Q (31418.410000 sec): 3 clusters
  Score: Raw -230957.603471 + Penalty 2583.684095 = -228373.919375
  nChanged 0
		SP:Iteration 25F (31418.500000 sec): 3 clusters
  Score: Raw -230957.603471 + Penalty 2583.684095 = -228373.919375
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 73 (7979 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31418.650000 sec): 2 clusters
  Score: Raw -668547.388656 + Penalty 1459.992360 = -667087.396296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31418.830000 sec): 3 clusters
  Score: Raw -664175.652745 + Penalty 2919.984720 = -661255.668025
  nChanged 3362
		SP:Iteration 1F (31419.010000 sec): 3 clusters
  Score: Raw -666048.283131 + Penalty 2919.984720 = -663128.298411
  nChanged 606
		SP:Iteration 2F (31419.210000 sec): 3 clusters
  Score: Raw -666450.172967 + Penalty 2919.984720 = -663530.188247
  nChanged 596
		SP:Iteration 3F (31419.430000 sec): 3 clusters
  Score: Raw -666898.346276 + Penalty 2919.984720 = -663978.361556
  nChanged 594
		SP:Iteration 4F (31419.700000 sec): 3 clusters
  Score: Raw -667368.750734 + Penalty 2919.984720 = -664448.766014
  nChanged 559
		SP:Iteration 5F (31419.870000 sec): 3 clusters
  Score: Raw -667908.625356 + Penalty 2919.984720 = -664988.640636
  nChanged 524
		SP:Iteration 6F (31420.090000 sec): 3 clusters
  Score: Raw -668414.498367 + Penalty 2919.984720 = -665494.513647
  nChanged 410
		SP:Iteration 7F (31420.270000 sec): 3 clusters
  Score: Raw -668732.437551 + Penalty 2919.984720 = -665812.452831
  nChanged 274
		SP:Iteration 8Q (31420.510000 sec): 3 clusters
  Score: Raw -668891.896451 + Penalty 2919.984720 = -665971.911731
  nChanged 158
		SP:Iteration 9Q (31420.710000 sec): 3 clusters
  Score: Raw -668968.997056 + Penalty 2919.984720 = -666049.012336
  nChanged 112
		SP:Iteration 10Q (31420.870000 sec): 3 clusters
  Score: Raw -669019.283194 + Penalty 2919.984720 = -666099.298474
  nChanged 92
		SP:Iteration 11Q (31421.130000 sec): 3 clusters
  Score: Raw -669061.248735 + Penalty 2919.984720 = -666141.264015
  nChanged 75
		SP:Iteration 12Q (31421.310000 sec): 3 clusters
  Score: Raw -669098.144208 + Penalty 2919.984720 = -666178.159488
  nChanged 64
		SP:Iteration 13Q (31421.550000 sec): 3 clusters
  Score: Raw -669128.779177 + Penalty 2919.984720 = -666208.794457
  nChanged 52
		SP:Iteration 14Q (31421.760000 sec): 3 clusters
  Score: Raw -669149.963828 + Penalty 2919.984720 = -666229.979108
  nChanged 36
		SP:Iteration 15Q (31421.960000 sec): 3 clusters
  Score: Raw -669161.418301 + Penalty 2919.984720 = -666241.433581
  nChanged 28
		SP:Iteration 16Q (31422.160000 sec): 3 clusters
  Score: Raw -669176.363309 + Penalty 2919.984720 = -666256.378589
  nChanged 34
		SP:Iteration 17Q (31422.360000 sec): 3 clusters
  Score: Raw -669191.859576 + Penalty 2919.984720 = -666271.874856
  nChanged 30
		SP:Iteration 18Q (31422.580000 sec): 3 clusters
  Score: Raw -669208.604454 + Penalty 2919.984720 = -666288.619734
  nChanged 32
		SP:Iteration 19Q (31422.840000 sec): 3 clusters
  Score: Raw -669225.852558 + Penalty 2919.984720 = -666305.867838
  nChanged 40
		SP:Iteration 20F (31423.080000 sec): 3 clusters
  Score: Raw -669246.073592 + Penalty 2919.984720 = -666326.088872
  nChanged 37
		SP:Iteration 21Q (31423.310000 sec): 3 clusters
  Score: Raw -669274.633766 + Penalty 2919.984720 = -666354.649046
  nChanged 38
		SP:Iteration 22Q (31423.570000 sec): 3 clusters
  Score: Raw -669300.940177 + Penalty 2919.984720 = -666380.955457
  nChanged 35
		SP:Iteration 23Q (31423.800000 sec): 3 clusters
  Score: Raw -669319.241970 + Penalty 2919.984720 = -666399.257250
  nChanged 26
		SP:Iteration 24Q (31424.030000 sec): 3 clusters
  Score: Raw -669330.510198 + Penalty 2919.984720 = -666410.525478
  nChanged 18
		SP:Iteration 25Q (31424.220000 sec): 3 clusters
  Score: Raw -669338.907730 + Penalty 2919.984720 = -666418.923010
  nChanged 16
		SP:Iteration 26Q (31424.430000 sec): 3 clusters
  Score: Raw -669345.274025 + Penalty 2919.984720 = -666425.289305
  nChanged 21
		SP:Iteration 27Q (31424.650000 sec): 3 clusters
  Score: Raw -669352.031800 + Penalty 2919.984720 = -666432.047080
  nChanged 14
		SP:Iteration 28Q (31424.840000 sec): 3 clusters
  Score: Raw -669355.709626 + Penalty 2919.984720 = -666435.724906
  nChanged 6
		SP:Iteration 29Q (31425.130000 sec): 3 clusters
  Score: Raw -669358.249531 + Penalty 2919.984720 = -666438.264811
  nChanged 9
		SP:Iteration 30Q (31425.340000 sec): 3 clusters
  Score: Raw -669362.369104 + Penalty 2919.984720 = -666442.384384
  nChanged 14
		SP:Iteration 31Q (31425.530000 sec): 3 clusters
  Score: Raw -669366.684591 + Penalty 2919.984720 = -666446.699871
  nChanged 9
		SP:Iteration 32Q (31425.750000 sec): 3 clusters
  Score: Raw -669369.625371 + Penalty 2919.984720 = -666449.640651
  nChanged 9
		SP:Iteration 33Q (31425.980000 sec): 3 clusters
  Score: Raw -669372.841762 + Penalty 2919.984720 = -666452.857041
  nChanged 7
		SP:Iteration 34Q (31426.210000 sec): 3 clusters
  Score: Raw -669374.621289 + Penalty 2919.984720 = -666454.636569
  nChanged 7
		SP:Iteration 35Q (31426.410000 sec): 3 clusters
  Score: Raw -669377.282695 + Penalty 2919.984720 = -666457.297975
  nChanged 4
		SP:Iteration 36Q (31426.590000 sec): 3 clusters
  Score: Raw -669378.975456 + Penalty 2919.984720 = -666458.990736
  nChanged 6
		SP:Iteration 37Q (31426.770000 sec): 3 clusters
  Score: Raw -669380.294421 + Penalty 2919.984720 = -666460.309701
  nChanged 2
		SP:Iteration 38Q (31426.980000 sec): 3 clusters
  Score: Raw -669381.322785 + Penalty 2919.984720 = -666461.338065
  nChanged 3
		SP:Iteration 39Q (31427.210000 sec): 3 clusters
  Score: Raw -669381.804455 + Penalty 2919.984720 = -666461.819735
  nChanged 2
		SP:Iteration 40F (31427.390000 sec): 3 clusters
  Score: Raw -669382.292583 + Penalty 2919.984720 = -666462.307863
  nChanged 4
		SP:Iteration 41Q (31427.610000 sec): 3 clusters
  Score: Raw -669382.919928 + Penalty 2919.984720 = -666462.935207
  nChanged 1
		SP:Iteration 42Q (31427.850000 sec): 3 clusters
  Score: Raw -669383.327806 + Penalty 2919.984720 = -666463.343086
  nChanged 1
		SP:Iteration 43Q (31428.070000 sec): 3 clusters
  Score: Raw -669383.626200 + Penalty 2919.984720 = -666463.641480
  nChanged 2
		SP:Iteration 44Q (31428.370000 sec): 3 clusters
  Score: Raw -669384.451491 + Penalty 2919.984720 = -666464.466771
  nChanged 4
		SP:Iteration 45Q (31428.610000 sec): 3 clusters
  Score: Raw -669385.292855 + Penalty 2919.984720 = -666465.308135
  nChanged 5
		SP:Iteration 46Q (31428.810000 sec): 3 clusters
  Score: Raw -669386.240411 + Penalty 2919.984720 = -666466.255691
  nChanged 2
		SP:Iteration 47Q (31429.010000 sec): 3 clusters
  Score: Raw -669387.406130 + Penalty 2919.984720 = -666467.421410
  nChanged 4
		SP:Iteration 48Q (31429.290000 sec): 3 clusters
  Score: Raw -669389.336804 + Penalty 2919.984720 = -666469.352084
  nChanged 5
		SP:Iteration 49Q (31429.540000 sec): 3 clusters
  Score: Raw -669390.964223 + Penalty 2919.984720 = -666470.979503
  nChanged 1
		SP:Iteration 50Q (31429.780000 sec): 3 clusters
  Score: Raw -669391.085643 + Penalty 2919.984720 = -666471.100923
  nChanged 0
		SP:Iteration 51F (31430.000000 sec): 3 clusters
  Score: Raw -669391.085643 + Penalty 2919.984720 = -666471.100923
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 74 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31430.140000 sec): 2 clusters
  Score: Raw -37802.525888 + Penalty 998.778504 = -36803.747384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31430.300000 sec): 3 clusters
  Score: Raw -37768.316835 + Penalty 1997.557009 = -35770.759826
  nChanged 97
		SP:Iteration 1F (31430.500000 sec): 3 clusters
  Score: Raw -37898.018474 + Penalty 1997.557009 = -35900.461466
  nChanged 29
		SP:Iteration 2F (31430.630000 sec): 3 clusters
  Score: Raw -37956.986054 + Penalty 1997.557009 = -35959.429045
  nChanged 14
		SP:Iteration 3Q (31430.790000 sec): 3 clusters
  Score: Raw -37989.905207 + Penalty 1997.557009 = -35992.348198
  nChanged 9
		SP:Iteration 4Q (31430.950000 sec): 3 clusters
  Score: Raw -38012.700814 + Penalty 1997.557009 = -36015.143805
  nChanged 6
		SP:Iteration 5Q (31431.060000 sec): 3 clusters
  Score: Raw -38023.640496 + Penalty 1997.557009 = -36026.083488
  nChanged 4
		SP:Iteration 6Q (31431.240000 sec): 3 clusters
  Score: Raw -38031.595897 + Penalty 1997.557009 = -36034.038888
  nChanged 6
		SP:Iteration 7Q (31431.400000 sec): 3 clusters
  Score: Raw -38045.923507 + Penalty 1997.557009 = -36048.366498
  nChanged 6
		SP:Iteration 8Q (31431.540000 sec): 3 clusters
  Score: Raw -38058.280559 + Penalty 1997.557009 = -36060.723551
  nChanged 4
		SP:Iteration 9Q (31431.680000 sec): 3 clusters
  Score: Raw -38064.411940 + Penalty 1997.557009 = -36066.854931
  nChanged 0
		SP:Iteration 10F (31431.810000 sec): 3 clusters
  Score: Raw -38064.411940 + Penalty 1997.557009 = -36066.854931
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 75 (921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31431.900000 sec): 2 clusters
  Score: Raw -77158.401394 + Penalty 1109.137256 = -76049.264138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31432.050000 sec): 3 clusters
  Score: Raw -76838.000022 + Penalty 2218.274512 = -74619.725510
  nChanged 276
		SP:Iteration 1F (31432.200000 sec): 3 clusters
  Score: Raw -77099.849956 + Penalty 2218.274512 = -74881.575444
  nChanged 71
		SP:Iteration 2F (31432.340000 sec): 3 clusters
  Score: Raw -77170.627709 + Penalty 2218.274512 = -74952.353198
  nChanged 31
		SP:Iteration 3Q (31432.480000 sec): 3 clusters
  Score: Raw -77207.012073 + Penalty 2218.274512 = -74988.737562
  nChanged 30
		SP:Iteration 4Q (31432.620000 sec): 3 clusters
  Score: Raw -77252.956009 + Penalty 2218.274512 = -75034.681497
  nChanged 26
		SP:Iteration 5Q (31432.810000 sec): 3 clusters
  Score: Raw -77281.826206 + Penalty 2218.274512 = -75063.551694
  nChanged 21
		SP:Iteration 6Q (31432.990000 sec): 3 clusters
  Score: Raw -77299.778045 + Penalty 2218.274512 = -75081.503533
  nChanged 3
		SP:Iteration 7Q (31433.170000 sec): 3 clusters
  Score: Raw -77304.008641 + Penalty 2218.274512 = -75085.734129
  nChanged 5
		SP:Iteration 8Q (31433.340000 sec): 3 clusters
  Score: Raw -77308.600494 + Penalty 2218.274512 = -75090.325982
  nChanged 3
		SP:Iteration 9Q (31433.590000 sec): 3 clusters
  Score: Raw -77311.730693 + Penalty 2218.274512 = -75093.456181
  nChanged 1
		SP:Iteration 10Q (31433.800000 sec): 3 clusters
  Score: Raw -77312.932507 + Penalty 2218.274512 = -75094.657995
  nChanged 1
		SP:Iteration 11Q (31434.020000 sec): 3 clusters
  Score: Raw -77313.751152 + Penalty 2218.274512 = -75095.476640
  nChanged 2
		SP:Iteration 12Q (31434.220000 sec): 3 clusters
  Score: Raw -77315.785089 + Penalty 2218.274512 = -75097.510577
  nChanged 1
		SP:Iteration 13Q (31434.400000 sec): 3 clusters
  Score: Raw -77316.877318 + Penalty 2218.274512 = -75098.602806
  nChanged 6
		SP:Iteration 14Q (31434.570000 sec): 3 clusters
  Score: Raw -77322.259101 + Penalty 2218.274512 = -75103.984589
  nChanged 8
		SP:Iteration 15Q (31434.780000 sec): 3 clusters
  Score: Raw -77330.646697 + Penalty 2218.274512 = -75112.372185
  nChanged 5
		SP:Iteration 16Q (31434.980000 sec): 3 clusters
  Score: Raw -77335.685730 + Penalty 2218.274512 = -75117.411218
  nChanged 1
		SP:Iteration 17Q (31435.130000 sec): 3 clusters
  Score: Raw -77336.212300 + Penalty 2218.274512 = -75117.937789
  nChanged 1
		SP:Iteration 18Q (31435.270000 sec): 3 clusters
  Score: Raw -77336.481764 + Penalty 2218.274512 = -75118.207252
  nChanged 1
		SP:Iteration 19Q (31435.430000 sec): 3 clusters
  Score: Raw -77337.296776 + Penalty 2218.274512 = -75119.022264
  nChanged 0
		SP:Iteration 20F (31435.620000 sec): 3 clusters
  Score: Raw -77337.296776 + Penalty 2218.274512 = -75119.022264
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 76 (202697 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31436.670000 sec): 2 clusters
  Score: Raw -18188606.663387 + Penalty 1985.663474 = -18186620.999913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31437.750000 sec): 3 clusters
  Score: Raw -18054032.657770 + Penalty 3971.326948 = -18050061.330822
  nChanged 98402
		SP:Iteration 1F (31438.850000 sec): 3 clusters
  Score: Raw -18112233.585328 + Penalty 3971.326948 = -18108262.258380
  nChanged 4590
		SP:Iteration 2Q (31440.140000 sec): 3 clusters
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		SP:Iteration 9F (31448.120000 sec): 3 clusters
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		SP:Iteration 10F (31449.240000 sec): 3 clusters
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		SP:Iteration 140F (31590.030000 sec): 3 clusters
  Score: Raw -18189267.883294 + Penalty 3971.326948 = -18185296.556346
  nChanged 5
		SP:Iteration 141Q (31591.060000 sec): 3 clusters
  Score: Raw -18189268.636911 + Penalty 3971.326948 = -18185297.309963
  nChanged 3
		SP:Iteration 142Q (31591.990000 sec): 3 clusters
  Score: Raw -18189269.136281 + Penalty 3971.326948 = -18185297.809333
  nChanged 3
		SP:Iteration 143Q (31592.980000 sec): 3 clusters
  Score: Raw -18189269.530960 + Penalty 3971.326948 = -18185298.204012
  nChanged 5
		SP:Iteration 144Q (31594.020000 sec): 3 clusters
  Score: Raw -18189270.427200 + Penalty 3971.326948 = -18185299.100252
  nChanged 3
		SP:Iteration 145Q (31595.070000 sec): 3 clusters
  Score: Raw -18189270.882202 + Penalty 3971.326948 = -18185299.555254
  nChanged 3
		SP:Iteration 146Q (31596.070000 sec): 3 clusters
  Score: Raw -18189271.259297 + Penalty 3971.326948 = -18185299.932349
  nChanged 2
		SP:Iteration 147Q (31596.980000 sec): 3 clusters
  Score: Raw -18189271.492242 + Penalty 3971.326948 = -18185300.165294
  nChanged 3
		SP:Iteration 148Q (31598.150000 sec): 3 clusters
  Score: Raw -18189271.882811 + Penalty 3971.326948 = -18185300.555863
  nChanged 1
		SP:Iteration 149Q (31599.140000 sec): 3 clusters
  Score: Raw -18189272.001475 + Penalty 3971.326948 = -18185300.674528
  nChanged 1
		SP:Iteration 150Q (31600.280000 sec): 3 clusters
  Score: Raw -18189272.089995 + Penalty 3971.326948 = -18185300.763047
  nChanged 0
		SP:Iteration 151F (31601.370000 sec): 3 clusters
  Score: Raw -18189272.089995 + Penalty 3971.326948 = -18185300.763047
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 77 (15555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31601.620000 sec): 2 clusters
  Score: Raw -1215012.579803 + Penalty 1568.472329 = -1213444.107474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31601.900000 sec): 3 clusters
  Score: Raw -1205817.912181 + Penalty 3136.944658 = -1202680.967523
  nChanged 6869
		SP:Iteration 1F (31602.200000 sec): 3 clusters
  Score: Raw -1209660.436146 + Penalty 3136.944658 = -1206523.491488
  nChanged 1011
		SP:Iteration 2F (31602.500000 sec): 3 clusters
  Score: Raw -1210087.576599 + Penalty 3136.944658 = -1206950.631941
  nChanged 835
		SP:Iteration 3F (31602.750000 sec): 3 clusters
  Score: Raw -1210419.132928 + Penalty 3136.944658 = -1207282.188270
  nChanged 726
		SP:Iteration 4Q (31603.020000 sec): 3 clusters
  Score: Raw -1210687.349761 + Penalty 3136.944658 = -1207550.405103
  nChanged 603
		SP:Iteration 5Q (31603.300000 sec): 3 clusters
  Score: Raw -1210890.433787 + Penalty 3136.944658 = -1207753.489129
  nChanged 536
		SP:Iteration 6Q (31603.550000 sec): 3 clusters
  Score: Raw -1211084.241359 + Penalty 3136.944658 = -1207947.296701
  nChanged 504
		SP:Iteration 7Q (31603.820000 sec): 3 clusters
  Score: Raw -1211306.158572 + Penalty 3136.944658 = -1208169.213914
  nChanged 519
		SP:Iteration 8Q (31604.080000 sec): 3 clusters
  Score: Raw -1211564.635071 + Penalty 3136.944658 = -1208427.690413
  nChanged 562
		SP:Iteration 9Q (31604.370000 sec): 3 clusters
  Score: Raw -1211852.643968 + Penalty 3136.944658 = -1208715.699310
  nChanged 586
		SP:Iteration 10Q (31604.590000 sec): 3 clusters
  Score: Raw -1212171.284231 + Penalty 3136.944658 = -1209034.339573
  nChanged 581
		SP:Iteration 11Q (31604.870000 sec): 3 clusters
  Score: Raw -1212495.960003 + Penalty 3136.944658 = -1209359.015345
  nChanged 574
		SP:Iteration 12Q (31605.100000 sec): 3 clusters
  Score: Raw -1212843.036740 + Penalty 3136.944658 = -1209706.092082
  nChanged 522
		SP:Iteration 13Q (31605.400000 sec): 3 clusters
  Score: Raw -1213133.514663 + Penalty 3136.944658 = -1209996.570005
  nChanged 485
		SP:Iteration 14Q (31605.590000 sec): 3 clusters
  Score: Raw -1213407.147913 + Penalty 3136.944658 = -1210270.203255
  nChanged 467
		SP:Iteration 15Q (31605.860000 sec): 3 clusters
  Score: Raw -1213678.138247 + Penalty 3136.944658 = -1210541.193589
  nChanged 410
		SP:Iteration 16Q (31606.100000 sec): 3 clusters
  Score: Raw -1213911.566764 + Penalty 3136.944658 = -1210774.622106
  nChanged 324
		SP:Iteration 17Q (31606.330000 sec): 3 clusters
  Score: Raw -1214093.992184 + Penalty 3136.944658 = -1210957.047526
  nChanged 291
		SP:Iteration 18Q (31606.620000 sec): 3 clusters
  Score: Raw -1214264.384205 + Penalty 3136.944658 = -1211127.439547
  nChanged 299
		SP:Iteration 19Q (31606.840000 sec): 3 clusters
  Score: Raw -1214442.639900 + Penalty 3136.944658 = -1211305.695242
  nChanged 259
		SP:Iteration 20F (31607.110000 sec): 3 clusters
  Score: Raw -1214593.135305 + Penalty 3136.944658 = -1211456.190647
  nChanged 201
		SP:Iteration 21Q (31607.370000 sec): 3 clusters
  Score: Raw -1214700.333212 + Penalty 3136.944658 = -1211563.388554
  nChanged 162
		SP:Iteration 22Q (31607.620000 sec): 3 clusters
  Score: Raw -1214796.757604 + Penalty 3136.944658 = -1211659.812946
  nChanged 133
		SP:Iteration 23Q (31607.900000 sec): 3 clusters
  Score: Raw -1214874.247052 + Penalty 3136.944658 = -1211737.302394
  nChanged 119
		SP:Iteration 24Q (31608.140000 sec): 3 clusters
  Score: Raw -1214948.754289 + Penalty 3136.944658 = -1211811.809631
  nChanged 106
		SP:Iteration 25Q (31608.390000 sec): 3 clusters
  Score: Raw -1215011.404075 + Penalty 3136.944658 = -1211874.459417
  nChanged 94
		SP:Iteration 26Q (31608.660000 sec): 3 clusters
  Score: Raw -1215072.608868 + Penalty 3136.944658 = -1211935.664210
  nChanged 92
		SP:Iteration 27Q (31608.940000 sec): 3 clusters
  Score: Raw -1215132.401170 + Penalty 3136.944658 = -1211995.456512
  nChanged 77
		SP:Iteration 28Q (31609.220000 sec): 3 clusters
  Score: Raw -1215179.914616 + Penalty 3136.944658 = -1212042.969958
  nChanged 59
		SP:Iteration 29Q (31609.520000 sec): 3 clusters
  Score: Raw -1215211.693828 + Penalty 3136.944658 = -1212074.749170
  nChanged 45
		SP:Iteration 30Q (31609.800000 sec): 3 clusters
  Score: Raw -1215236.909559 + Penalty 3136.944658 = -1212099.964900
  nChanged 37
		SP:Iteration 31Q (31610.100000 sec): 3 clusters
  Score: Raw -1215257.119099 + Penalty 3136.944658 = -1212120.174441
  nChanged 35
		SP:Iteration 32Q (31610.350000 sec): 3 clusters
  Score: Raw -1215274.163058 + Penalty 3136.944658 = -1212137.218400
  nChanged 23
		SP:Iteration 33Q (31610.590000 sec): 3 clusters
  Score: Raw -1215284.861287 + Penalty 3136.944658 = -1212147.916629
  nChanged 21
		SP:Iteration 34Q (31610.850000 sec): 3 clusters
  Score: Raw -1215294.408008 + Penalty 3136.944658 = -1212157.463350
  nChanged 15
		SP:Iteration 35Q (31611.110000 sec): 3 clusters
  Score: Raw -1215300.738094 + Penalty 3136.944658 = -1212163.793436
  nChanged 22
		SP:Iteration 36Q (31611.290000 sec): 3 clusters
  Score: Raw -1215313.474625 + Penalty 3136.944658 = -1212176.529967
  nChanged 14
		SP:Iteration 37Q (31611.540000 sec): 3 clusters
  Score: Raw -1215322.466745 + Penalty 3136.944658 = -1212185.522087
  nChanged 19
		SP:Iteration 38Q (31611.810000 sec): 3 clusters
  Score: Raw -1215337.528262 + Penalty 3136.944658 = -1212200.583604
  nChanged 20
		SP:Iteration 39Q (31612.100000 sec): 3 clusters
  Score: Raw -1215355.101790 + Penalty 3136.944658 = -1212218.157132
  nChanged 26
		SP:Iteration 40F (31612.360000 sec): 3 clusters
  Score: Raw -1215382.992906 + Penalty 3136.944658 = -1212246.048248
  nChanged 25
		SP:Iteration 41Q (31612.560000 sec): 3 clusters
  Score: Raw -1215402.345725 + Penalty 3136.944658 = -1212265.401067
  nChanged 15
		SP:Iteration 42Q (31612.850000 sec): 3 clusters
  Score: Raw -1215413.387638 + Penalty 3136.944658 = -1212276.442980
  nChanged 16
		SP:Iteration 43Q (31613.090000 sec): 3 clusters
  Score: Raw -1215426.546593 + Penalty 3136.944658 = -1212289.601935
  nChanged 20
		SP:Iteration 44Q (31613.290000 sec): 3 clusters
  Score: Raw -1215439.744454 + Penalty 3136.944658 = -1212302.799796
  nChanged 15
		SP:Iteration 45Q (31613.550000 sec): 3 clusters
  Score: Raw -1215448.961628 + Penalty 3136.944658 = -1212312.016970
  nChanged 13
		SP:Iteration 46Q (31613.800000 sec): 3 clusters
  Score: Raw -1215460.140821 + Penalty 3136.944658 = -1212323.196163
  nChanged 16
		SP:Iteration 47Q (31614.050000 sec): 3 clusters
  Score: Raw -1215468.334265 + Penalty 3136.944658 = -1212331.389607
  nChanged 10
		SP:Iteration 48Q (31614.310000 sec): 3 clusters
  Score: Raw -1215475.362662 + Penalty 3136.944658 = -1212338.418004
  nChanged 6
		SP:Iteration 49Q (31614.570000 sec): 3 clusters
  Score: Raw -1215480.838570 + Penalty 3136.944658 = -1212343.893912
  nChanged 6
		SP:Iteration 50Q (31614.840000 sec): 3 clusters
  Score: Raw -1215484.203709 + Penalty 3136.944658 = -1212347.259051
  nChanged 3
		SP:Iteration 51Q (31615.140000 sec): 3 clusters
  Score: Raw -1215486.065875 + Penalty 3136.944658 = -1212349.121217
  nChanged 1
		SP:Iteration 52Q (31615.380000 sec): 3 clusters
  Score: Raw -1215486.498605 + Penalty 3136.944658 = -1212349.553946
  nChanged 2
		SP:Iteration 53Q (31615.670000 sec): 3 clusters
  Score: Raw -1215488.016250 + Penalty 3136.944658 = -1212351.071592
  nChanged 1
		SP:Iteration 54Q (31615.980000 sec): 3 clusters
  Score: Raw -1215488.502475 + Penalty 3136.944658 = -1212351.557817
  nChanged 1
		SP:Iteration 55Q (31616.220000 sec): 3 clusters
  Score: Raw -1215488.936589 + Penalty 3136.944658 = -1212351.991931
  nChanged 2
		SP:Iteration 56Q (31616.500000 sec): 3 clusters
  Score: Raw -1215489.663366 + Penalty 3136.944658 = -1212352.718708
  nChanged 1
		SP:Iteration 57Q (31616.780000 sec): 3 clusters
  Score: Raw -1215490.322414 + Penalty 3136.944658 = -1212353.377756
  nChanged 4
		SP:Iteration 58Q (31617.000000 sec): 3 clusters
  Score: Raw -1215492.829306 + Penalty 3136.944658 = -1212355.884648
  nChanged 2
		SP:Iteration 59Q (31617.240000 sec): 3 clusters
  Score: Raw -1215493.435616 + Penalty 3136.944658 = -1212356.490958
  nChanged 0
		SP:Iteration 60F (31617.490000 sec): 3 clusters
  Score: Raw -1215493.435616 + Penalty 3136.944658 = -1212356.490958
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 78 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31617.610000 sec): 2 clusters
  Score: Raw -48463.147335 + Penalty 1040.849624 = -47422.297711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31617.790000 sec): 3 clusters
  Score: Raw -48324.656320 + Penalty 2081.699249 = -46242.957071
  nChanged 147
		SP:Iteration 1F (31617.980000 sec): 3 clusters
  Score: Raw -48528.873064 + Penalty 2081.699249 = -46447.173815
  nChanged 49
		SP:Iteration 2F (31618.130000 sec): 3 clusters
  Score: Raw -48619.522639 + Penalty 2081.699249 = -46537.823390
  nChanged 26
		SP:Iteration 3Q (31618.290000 sec): 3 clusters
  Score: Raw -48658.767104 + Penalty 2081.699249 = -46577.067855
  nChanged 17
		SP:Iteration 4Q (31618.460000 sec): 3 clusters
  Score: Raw -48687.622751 + Penalty 2081.699249 = -46605.923503
  nChanged 14
		SP:Iteration 5Q (31618.650000 sec): 3 clusters
  Score: Raw -48715.424667 + Penalty 2081.699249 = -46633.725418
  nChanged 8
		SP:Iteration 6Q (31618.810000 sec): 3 clusters
  Score: Raw -48728.511282 + Penalty 2081.699249 = -46646.812033
  nChanged 4
		SP:Iteration 7Q (31618.960000 sec): 3 clusters
  Score: Raw -48737.246007 + Penalty 2081.699249 = -46655.546758
  nChanged 8
		SP:Iteration 8Q (31619.140000 sec): 3 clusters
  Score: Raw -48749.460612 + Penalty 2081.699249 = -46667.761363
  nChanged 3
		SP:Iteration 9Q (31619.310000 sec): 3 clusters
  Score: Raw -48753.189826 + Penalty 2081.699249 = -46671.490577
  nChanged 3
		SP:Iteration 10Q (31619.510000 sec): 3 clusters
  Score: Raw -48758.798122 + Penalty 2081.699249 = -46677.098873
  nChanged 2
		SP:Iteration 11Q (31619.700000 sec): 3 clusters
  Score: Raw -48760.892972 + Penalty 2081.699249 = -46679.193723
  nChanged 1
		SP:Iteration 12Q (31619.900000 sec): 3 clusters
  Score: Raw -48761.791610 + Penalty 2081.699249 = -46680.092361
  nChanged 1
		SP:Iteration 13Q (31620.120000 sec): 3 clusters
  Score: Raw -48764.610789 + Penalty 2081.699249 = -46682.911540
  nChanged 1
		SP:Iteration 14Q (31620.260000 sec): 3 clusters
  Score: Raw -48766.075232 + Penalty 2081.699249 = -46684.375984
  nChanged 0
		SP:Iteration 15F (31620.480000 sec): 3 clusters
  Score: Raw -48766.075232 + Penalty 2081.699249 = -46684.375984
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 79 (1496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31620.580000 sec): 2 clusters
  Score: Raw -105872.865632 + Penalty 1187.964401 = -104684.901231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31620.760000 sec): 3 clusters
  Score: Raw -105297.552484 + Penalty 2375.928802 = -102921.623683
  nChanged 498
		SP:Iteration 1F (31620.960000 sec): 3 clusters
  Score: Raw -105675.362794 + Penalty 2375.928802 = -103299.433993
  nChanged 128
		SP:Iteration 2F (31621.170000 sec): 3 clusters
  Score: Raw -105812.216296 + Penalty 2375.928802 = -103436.287495
  nChanged 79
		SP:Iteration 3F (31621.390000 sec): 3 clusters
  Score: Raw -105897.708402 + Penalty 2375.928802 = -103521.779600
  nChanged 65
		SP:Iteration 4Q (31621.590000 sec): 3 clusters
  Score: Raw -105970.196586 + Penalty 2375.928802 = -103594.267784
  nChanged 57
		SP:Iteration 5Q (31621.760000 sec): 3 clusters
  Score: Raw -106021.240317 + Penalty 2375.928802 = -103645.311516
  nChanged 34
		SP:Iteration 6Q (31621.900000 sec): 3 clusters
  Score: Raw -106050.908556 + Penalty 2375.928802 = -103674.979754
  nChanged 25
		SP:Iteration 7Q (31622.140000 sec): 3 clusters
  Score: Raw -106070.678327 + Penalty 2375.928802 = -103694.749526
  nChanged 20
		SP:Iteration 8Q (31622.330000 sec): 3 clusters
  Score: Raw -106092.119217 + Penalty 2375.928802 = -103716.190416
  nChanged 22
		SP:Iteration 9Q (31622.460000 sec): 3 clusters
  Score: Raw -106106.338908 + Penalty 2375.928802 = -103730.410107
  nChanged 23
		SP:Iteration 10Q (31622.660000 sec): 3 clusters
  Score: Raw -106126.716743 + Penalty 2375.928802 = -103750.787942
  nChanged 15
		SP:Iteration 11Q (31622.890000 sec): 3 clusters
  Score: Raw -106137.093161 + Penalty 2375.928802 = -103761.164360
  nChanged 7
		SP:Iteration 12Q (31623.050000 sec): 3 clusters
  Score: Raw -106143.482844 + Penalty 2375.928802 = -103767.554043
  nChanged 6
		SP:Iteration 13Q (31623.170000 sec): 3 clusters
  Score: Raw -106148.296393 + Penalty 2375.928802 = -103772.367591
  nChanged 3
		SP:Iteration 14Q (31623.340000 sec): 3 clusters
  Score: Raw -106150.245889 + Penalty 2375.928802 = -103774.317087
  nChanged 2
		SP:Iteration 15Q (31623.520000 sec): 3 clusters
  Score: Raw -106153.951448 + Penalty 2375.928802 = -103778.022646
  nChanged 7
		SP:Iteration 16Q (31623.700000 sec): 3 clusters
  Score: Raw -106158.013137 + Penalty 2375.928802 = -103782.084335
  nChanged 4
		SP:Iteration 17Q (31623.900000 sec): 3 clusters
  Score: Raw -106158.900110 + Penalty 2375.928802 = -103782.971308
  nChanged 1
		SP:Iteration 18Q (31624.080000 sec): 3 clusters
  Score: Raw -106159.673904 + Penalty 2375.928802 = -103783.745102
  nChanged 2
		SP:Iteration 19Q (31624.260000 sec): 3 clusters
  Score: Raw -106160.615865 + Penalty 2375.928802 = -103784.687063
  nChanged 2
		SP:Iteration 20F (31624.450000 sec): 3 clusters
  Score: Raw -106161.457908 + Penalty 2375.928802 = -103785.529107
  nChanged 2
		SP:Iteration 21Q (31624.660000 sec): 3 clusters
  Score: Raw -106162.868398 + Penalty 2375.928802 = -103786.939596
  nChanged 2
		SP:Iteration 22Q (31624.880000 sec): 3 clusters
  Score: Raw -106164.426185 + Penalty 2375.928802 = -103788.497383
  nChanged 2
		SP:Iteration 23Q (31625.110000 sec): 3 clusters
  Score: Raw -106165.418131 + Penalty 2375.928802 = -103789.489329
  nChanged 1
		SP:Iteration 24Q (31625.230000 sec): 3 clusters
  Score: Raw -106165.752124 + Penalty 2375.928802 = -103789.823323
  nChanged 2
		SP:Iteration 25Q (31625.460000 sec): 3 clusters
  Score: Raw -106166.482961 + Penalty 2375.928802 = -103790.554160
  nChanged 0
		SP:Iteration 26F (31625.650000 sec): 3 clusters
  Score: Raw -106166.482961 + Penalty 2375.928802 = -103790.554160
  nChanged 0
Iteration 259Q (31780.870000 sec): 80 clusters
  Score: Raw -122371430.748652 + Penalty 182365.225138 = -122189065.523515
  nChanged 463
Iteration 260F (31991.990000 sec): 80 clusters
  Score: Raw -122371446.586542 + Penalty 182365.225138 = -122189081.361404
  nChanged 499
Iteration 261Q (32140.120000 sec): 80 clusters
  Score: Raw -122371463.301752 + Penalty 182365.225138 = -122189098.076615
  nChanged 532
Iteration 262Q (32290.440000 sec): 80 clusters
  Score: Raw -122371481.951675 + Penalty 182365.225138 = -122189116.726537
  nChanged 523
Iteration 263Q (32432.290000 sec): 80 clusters
  Score: Raw -122371499.964538 + Penalty 182365.225138 = -122189134.739400
  nChanged 525
Iteration 264Q (32557.400000 sec): 80 clusters
  Score: Raw -122371519.258206 + Penalty 182365.225138 = -122189154.033068
  nChanged 505
Iteration 265Q (32686.330000 sec): 80 clusters
  Score: Raw -122371536.727302 + Penalty 182365.225138 = -122189171.502164
  nChanged 460
Iteration 266Q (32824.480000 sec): 80 clusters
  Score: Raw -122371551.173827 + Penalty 182365.225138 = -122189185.948690
  nChanged 442
Iteration 267Q (32978.740000 sec): 80 clusters
  Score: Raw -122371564.486699 + Penalty 182365.225138 = -122189199.261561
  nChanged 433
Iteration 268Q (33132.090000 sec): 80 clusters
  Score: Raw -122371576.798874 + Penalty 182365.225138 = -122189211.573736
  nChanged 407
Iteration 269Q (33296.270000 sec): 80 clusters
  Score: Raw -122371587.366613 + Penalty 182365.225138 = -122189222.141476
  nChanged 394
Iteration 270Q (33450.170000 sec): 80 clusters
  Score: Raw -122371597.889313 + Penalty 182365.225138 = -122189232.664175
  nChanged 350
Iteration 271Q (33575.940000 sec): 80 clusters
  Score: Raw -122371607.891384 + Penalty 182365.225138 = -122189242.666246
  nChanged 366
Iteration 272Q (33740.580000 sec): 80 clusters
  Score: Raw -122371618.081658 + Penalty 182365.225138 = -122189252.856520
  nChanged 366
Iteration 273Q (33897.970000 sec): 80 clusters
  Score: Raw -122371626.668078 + Penalty 182365.225138 = -122189261.442940
  nChanged 342
Iteration 274Q (34068.520000 sec): 80 clusters
  Score: Raw -122371635.462436 + Penalty 182365.225138 = -122189270.237298
  nChanged 333
Iteration 275Q (34234.320000 sec): 80 clusters
  Score: Raw -122371643.808403 + Penalty 182365.225138 = -122189278.583265
  nChanged 332
Iteration 276Q (34368.730000 sec): 80 clusters
  Score: Raw -122371650.876525 + Penalty 182365.225138 = -122189285.651387
  nChanged 295
Iteration 277Q (34514.620000 sec): 80 clusters
  Score: Raw -122371658.498226 + Penalty 182365.225138 = -122189293.273088
  nChanged 291
Iteration 278Q (34656.050000 sec): 80 clusters
  Score: Raw -122371665.957539 + Penalty 182365.225138 = -122189300.732401
  nChanged 287
Iteration 279Q (34795.520000 sec): 80 clusters
  Score: Raw -122371672.939617 + Penalty 182365.225138 = -122189307.714479
  nChanged 284
Iteration 280F (34985.770000 sec): 80 clusters
  Score: Raw -122371680.077667 + Penalty 182365.225138 = -122189314.852529
  nChanged 251
Iteration 281Q (35107.270000 sec): 80 clusters
  Score: Raw -122371686.358278 + Penalty 182365.225138 = -122189321.133141
  nChanged 235
Iteration 282Q (35258.840000 sec): 80 clusters
  Score: Raw -122371691.661055 + Penalty 182365.225138 = -122189326.435917
  nChanged 239
Iteration 283Q (35400.200000 sec): 80 clusters
  Score: Raw -122371697.056271 + Penalty 182365.225138 = -122189331.831133
  nChanged 215
Iteration 284Q (35539.250000 sec): 80 clusters
  Score: Raw -122371701.745121 + Penalty 182365.225138 = -122189336.519984
  nChanged 191
Iteration 285Q (35674.530000 sec): 80 clusters
  Score: Raw -122371705.696120 + Penalty 182365.225138 = -122189340.470982
  nChanged 190
Iteration 286Q (35820.420000 sec): 80 clusters
  Score: Raw -122371710.136941 + Penalty 182365.225138 = -122189344.911804
  nChanged 181
Iteration 287Q (35970.210000 sec): 80 clusters
  Score: Raw -122371714.413496 + Penalty 182365.225138 = -122189349.188359
  nChanged 187
Iteration 288Q (36126.160000 sec): 80 clusters
  Score: Raw -122371719.139393 + Penalty 182365.225138 = -122189353.914255
  nChanged 203
Iteration 289Q (36281.150000 sec): 80 clusters
  Score: Raw -122371725.878165 + Penalty 182365.225138 = -122189360.653027
  nChanged 184
Iteration 290Q (36434.230000 sec): 80 clusters
  Score: Raw -122371731.338608 + Penalty 182365.225138 = -122189366.113470
  nChanged 212
Iteration 291Q (36592.260000 sec): 80 clusters
  Score: Raw -122371738.031751 + Penalty 182365.225138 = -122189372.806613
  nChanged 211
Iteration 292Q (36746.860000 sec): 80 clusters
  Score: Raw -122371744.758088 + Penalty 182365.225138 = -122189379.532950
  nChanged 224
Iteration 293Q (36891.860000 sec): 80 clusters
  Score: Raw -122371751.871688 + Penalty 182365.225138 = -122189386.646550
  nChanged 243
Iteration 294Q (37031.040000 sec): 80 clusters
  Score: Raw -122371760.318581 + Penalty 182365.225138 = -122189395.093443
  nChanged 251
Iteration 295Q (37195.180000 sec): 80 clusters
  Score: Raw -122371768.717674 + Penalty 182365.225138 = -122189403.492537
  nChanged 270
Iteration 296Q (37351.010000 sec): 80 clusters
  Score: Raw -122371778.322866 + Penalty 182365.225138 = -122189413.097729
  nChanged 250
Iteration 297Q (37501.430000 sec): 80 clusters
  Score: Raw -122371786.565092 + Penalty 182365.225138 = -122189421.339954
  nChanged 236
Iteration 298Q (37653.650000 sec): 80 clusters
  Score: Raw -122371795.014661 + Penalty 182365.225138 = -122189429.789523
  nChanged 223
Writing temp clu file 
Because OldScore, -122189421.339954, is greater than current (better) Score,-122189429.789523 
 Compute initial score before splitting:   Score: Raw -122371795.014661 + Penalty 182365.225138 = -122189429.789523
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 1 (55033 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37654.430000 sec): 2 clusters
  Score: Raw -4551087.864416 + Penalty 1773.799346 = -4549314.065069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37654.940000 sec): 3 clusters
  Score: Raw -4515914.861522 + Penalty 3547.598692 = -4512367.262829
  nChanged 26080
		SP:Iteration 1F (37655.360000 sec): 3 clusters
  Score: Raw -4531586.529074 + Penalty 3547.598692 = -4528038.930382
  nChanged 2988
		SP:Iteration 2F (37655.770000 sec): 3 clusters
  Score: Raw -4533187.420495 + Penalty 3547.598692 = -4529639.821802
  nChanged 3433
		SP:Iteration 3F (37656.210000 sec): 3 clusters
  Score: Raw -4535435.498177 + Penalty 3547.598692 = -4531887.899485
  nChanged 3805
		SP:Iteration 4F (37656.660000 sec): 3 clusters
  Score: Raw -4538181.603292 + Penalty 3547.598692 = -4534634.004600
  nChanged 3886
		SP:Iteration 5F (37657.160000 sec): 3 clusters
  Score: Raw -4540839.671928 + Penalty 3547.598692 = -4537292.073235
  nChanged 3381
		SP:Iteration 6F (37657.630000 sec): 3 clusters
  Score: Raw -4542797.637305 + Penalty 3547.598692 = -4539250.038613
  nChanged 2685
		SP:Iteration 7Q (37658.070000 sec): 3 clusters
  Score: Raw -4544071.702798 + Penalty 3547.598692 = -4540524.104105
  nChanged 1975
		SP:Iteration 8Q (37658.550000 sec): 3 clusters
  Score: Raw -4544746.822337 + Penalty 3547.598692 = -4541199.223644
  nChanged 1299
		SP:Iteration 9Q (37658.980000 sec): 3 clusters
  Score: Raw -4545062.443890 + Penalty 3547.598692 = -4541514.845198
  nChanged 872
		SP:Iteration 10Q (37659.510000 sec): 3 clusters
  Score: Raw -4545231.036716 + Penalty 3547.598692 = -4541683.438024
  nChanged 645
		SP:Iteration 11Q (37660.030000 sec): 3 clusters
  Score: Raw -4545336.587943 + Penalty 3547.598692 = -4541788.989251
  nChanged 484
		SP:Iteration 12Q (37660.520000 sec): 3 clusters
  Score: Raw -4545405.287193 + Penalty 3547.598692 = -4541857.688500
  nChanged 414
		SP:Iteration 13Q (37661.010000 sec): 3 clusters
  Score: Raw -4545459.625257 + Penalty 3547.598692 = -4541912.026564
  nChanged 361
		SP:Iteration 14Q (37661.580000 sec): 3 clusters
  Score: Raw -4545504.768600 + Penalty 3547.598692 = -4541957.169907
  nChanged 343
		SP:Iteration 15Q (37662.050000 sec): 3 clusters
  Score: Raw -4545544.497509 + Penalty 3547.598692 = -4541996.898816
  nChanged 298
		SP:Iteration 16Q (37662.510000 sec): 3 clusters
  Score: Raw -4545577.923268 + Penalty 3547.598692 = -4542030.324576
  nChanged 293
		SP:Iteration 17Q (37663.000000 sec): 3 clusters
  Score: Raw -4545611.284246 + Penalty 3547.598692 = -4542063.685554
  nChanged 291
		SP:Iteration 18Q (37663.440000 sec): 3 clusters
  Score: Raw -4545646.537654 + Penalty 3547.598692 = -4542098.938962
  nChanged 291
		SP:Iteration 19Q (37664.020000 sec): 3 clusters
  Score: Raw -4545679.582095 + Penalty 3547.598692 = -4542131.983403
  nChanged 271
		SP:Iteration 20F (37664.470000 sec): 3 clusters
  Score: Raw -4545714.482716 + Penalty 3547.598692 = -4542166.884024
  nChanged 328
		SP:Iteration 21Q (37664.950000 sec): 3 clusters
  Score: Raw -4545756.292864 + Penalty 3547.598692 = -4542208.694172
  nChanged 334
		SP:Iteration 22Q (37665.430000 sec): 3 clusters
  Score: Raw -4545800.455905 + Penalty 3547.598692 = -4542252.857213
  nChanged 325
		SP:Iteration 23Q (37665.950000 sec): 3 clusters
  Score: Raw -4545838.068154 + Penalty 3547.598692 = -4542290.469461
  nChanged 299
		SP:Iteration 24Q (37666.410000 sec): 3 clusters
  Score: Raw -4545872.303120 + Penalty 3547.598692 = -4542324.704428
  nChanged 303
		SP:Iteration 25Q (37666.880000 sec): 3 clusters
  Score: Raw -4545909.814890 + Penalty 3547.598692 = -4542362.216198
  nChanged 331
		SP:Iteration 26Q (37667.370000 sec): 3 clusters
  Score: Raw -4545953.978091 + Penalty 3547.598692 = -4542406.379399
  nChanged 309
		SP:Iteration 27Q (37667.840000 sec): 3 clusters
  Score: Raw -4545993.489474 + Penalty 3547.598692 = -4542445.890781
  nChanged 334
		SP:Iteration 28Q (37668.300000 sec): 3 clusters
  Score: Raw -4546038.977879 + Penalty 3547.598692 = -4542491.379187
  nChanged 329
		SP:Iteration 29Q (37668.800000 sec): 3 clusters
  Score: Raw -4546078.175853 + Penalty 3547.598692 = -4542530.577161
  nChanged 319
		SP:Iteration 30Q (37669.260000 sec): 3 clusters
  Score: Raw -4546116.841113 + Penalty 3547.598692 = -4542569.242420
  nChanged 310
		SP:Iteration 31Q (37669.760000 sec): 3 clusters
  Score: Raw -4546156.445889 + Penalty 3547.598692 = -4542608.847197
  nChanged 322
		SP:Iteration 32Q (37670.200000 sec): 3 clusters
  Score: Raw -4546195.008998 + Penalty 3547.598692 = -4542647.410306
  nChanged 337
		SP:Iteration 33Q (37670.690000 sec): 3 clusters
  Score: Raw -4546241.451946 + Penalty 3547.598692 = -4542693.853253
  nChanged 376
		SP:Iteration 34Q (37671.170000 sec): 3 clusters
  Score: Raw -4546295.837754 + Penalty 3547.598692 = -4542748.239061
  nChanged 406
		SP:Iteration 35Q (37671.600000 sec): 3 clusters
  Score: Raw -4546358.494535 + Penalty 3547.598692 = -4542810.895843
  nChanged 423
		SP:Iteration 36Q (37672.100000 sec): 3 clusters
  Score: Raw -4546431.262096 + Penalty 3547.598692 = -4542883.663403
  nChanged 456
		SP:Iteration 37Q (37672.580000 sec): 3 clusters
  Score: Raw -4546518.440263 + Penalty 3547.598692 = -4542970.841571
  nChanged 491
		SP:Iteration 38Q (37673.080000 sec): 3 clusters
  Score: Raw -4546617.034971 + Penalty 3547.598692 = -4543069.436279
  nChanged 483
		SP:Iteration 39Q (37673.550000 sec): 3 clusters
  Score: Raw -4546715.667458 + Penalty 3547.598692 = -4543168.068766
  nChanged 522
		SP:Iteration 40F (37674.000000 sec): 3 clusters
  Score: Raw -4546823.621630 + Penalty 3547.598692 = -4543276.022938
  nChanged 527
		SP:Iteration 41Q (37674.440000 sec): 3 clusters
  Score: Raw -4546947.302850 + Penalty 3547.598692 = -4543399.704158
  nChanged 555
		SP:Iteration 42Q (37674.990000 sec): 3 clusters
  Score: Raw -4547098.056672 + Penalty 3547.598692 = -4543550.457979
  nChanged 584
		SP:Iteration 43Q (37675.480000 sec): 3 clusters
  Score: Raw -4547269.994747 + Penalty 3547.598692 = -4543722.396055
  nChanged 621
		SP:Iteration 44Q (37675.920000 sec): 3 clusters
  Score: Raw -4547459.780317 + Penalty 3547.598692 = -4543912.181625
  nChanged 630
		SP:Iteration 45Q (37676.360000 sec): 3 clusters
  Score: Raw -4547663.162471 + Penalty 3547.598692 = -4544115.563779
  nChanged 675
		SP:Iteration 46Q (37676.780000 sec): 3 clusters
  Score: Raw -4547903.520315 + Penalty 3547.598692 = -4544355.921623
  nChanged 648
		SP:Iteration 47Q (37677.190000 sec): 3 clusters
  Score: Raw -4548148.921528 + Penalty 3547.598692 = -4544601.322835
  nChanged 622
		SP:Iteration 48Q (37677.660000 sec): 3 clusters
  Score: Raw -4548384.414319 + Penalty 3547.598692 = -4544836.815627
  nChanged 600
		SP:Iteration 49Q (37678.110000 sec): 3 clusters
  Score: Raw -4548604.743879 + Penalty 3547.598692 = -4545057.145187
  nChanged 597
		SP:Iteration 50Q (37678.570000 sec): 3 clusters
  Score: Raw -4548842.298823 + Penalty 3547.598692 = -4545294.700130
  nChanged 590
		SP:Iteration 51Q (37679.050000 sec): 3 clusters
  Score: Raw -4549066.539865 + Penalty 3547.598692 = -4545518.941172
  nChanged 548
		SP:Iteration 52Q (37679.540000 sec): 3 clusters
  Score: Raw -4549284.547315 + Penalty 3547.598692 = -4545736.948622
  nChanged 481
		SP:Iteration 53Q (37679.970000 sec): 3 clusters
  Score: Raw -4549466.877588 + Penalty 3547.598692 = -4545919.278895
  nChanged 479
		SP:Iteration 54Q (37680.420000 sec): 3 clusters
  Score: Raw -4549647.072244 + Penalty 3547.598692 = -4546099.473552
  nChanged 443
		SP:Iteration 55Q (37680.890000 sec): 3 clusters
  Score: Raw -4549810.425190 + Penalty 3547.598692 = -4546262.826497
  nChanged 401
		SP:Iteration 56Q (37681.390000 sec): 3 clusters
  Score: Raw -4549964.204986 + Penalty 3547.598692 = -4546416.606294
  nChanged 386
		SP:Iteration 57Q (37681.750000 sec): 3 clusters
  Score: Raw -4550114.696591 + Penalty 3547.598692 = -4546567.097899
  nChanged 372
		SP:Iteration 58Q (37682.220000 sec): 3 clusters
  Score: Raw -4550246.268556 + Penalty 3547.598692 = -4546698.669864
  nChanged 340
		SP:Iteration 59Q (37682.670000 sec): 3 clusters
  Score: Raw -4550366.761858 + Penalty 3547.598692 = -4546819.163166
  nChanged 328
		SP:Iteration 60F (37683.160000 sec): 3 clusters
  Score: Raw -4550484.174858 + Penalty 3547.598692 = -4546936.576166
  nChanged 295
		SP:Iteration 61Q (37683.580000 sec): 3 clusters
  Score: Raw -4550591.077656 + Penalty 3547.598692 = -4547043.478964
  nChanged 280
		SP:Iteration 62Q (37684.020000 sec): 3 clusters
  Score: Raw -4550686.537257 + Penalty 3547.598692 = -4547138.938564
  nChanged 250
		SP:Iteration 63Q (37684.460000 sec): 3 clusters
  Score: Raw -4550767.538252 + Penalty 3547.598692 = -4547219.939560
  nChanged 216
		SP:Iteration 64Q (37684.870000 sec): 3 clusters
  Score: Raw -4550842.797314 + Penalty 3547.598692 = -4547295.198622
  nChanged 192
		SP:Iteration 65Q (37685.250000 sec): 3 clusters
  Score: Raw -4550913.893250 + Penalty 3547.598692 = -4547366.294558
  nChanged 194
		SP:Iteration 66Q (37685.680000 sec): 3 clusters
  Score: Raw -4550981.205683 + Penalty 3547.598692 = -4547433.606991
  nChanged 173
		SP:Iteration 67Q (37686.130000 sec): 3 clusters
  Score: Raw -4551046.137648 + Penalty 3547.598692 = -4547498.538956
  nChanged 165
		SP:Iteration 68Q (37686.550000 sec): 3 clusters
  Score: Raw -4551109.840813 + Penalty 3547.598692 = -4547562.242121
  nChanged 159
		SP:Iteration 69Q (37687.030000 sec): 3 clusters
  Score: Raw -4551172.334751 + Penalty 3547.598692 = -4547624.736058
  nChanged 131
		SP:Iteration 70Q (37687.500000 sec): 3 clusters
  Score: Raw -4551219.728950 + Penalty 3547.598692 = -4547672.130258
  nChanged 121
		SP:Iteration 71Q (37687.930000 sec): 3 clusters
  Score: Raw -4551265.608003 + Penalty 3547.598692 = -4547718.009311
  nChanged 107
		SP:Iteration 72Q (37688.420000 sec): 3 clusters
  Score: Raw -4551310.711648 + Penalty 3547.598692 = -4547763.112955
  nChanged 114
		SP:Iteration 73Q (37688.840000 sec): 3 clusters
  Score: Raw -4551357.821095 + Penalty 3547.598692 = -4547810.222403
  nChanged 105
		SP:Iteration 74Q (37689.300000 sec): 3 clusters
  Score: Raw -4551405.828871 + Penalty 3547.598692 = -4547858.230178
  nChanged 80
		SP:Iteration 75Q (37689.770000 sec): 3 clusters
  Score: Raw -4551437.550701 + Penalty 3547.598692 = -4547889.952009
  nChanged 72
		SP:Iteration 76Q (37690.150000 sec): 3 clusters
  Score: Raw -4551463.636489 + Penalty 3547.598692 = -4547916.037796
  nChanged 56
		SP:Iteration 77Q (37690.630000 sec): 3 clusters
  Score: Raw -4551484.918816 + Penalty 3547.598692 = -4547937.320123
  nChanged 54
		SP:Iteration 78Q (37691.020000 sec): 3 clusters
  Score: Raw -4551507.298199 + Penalty 3547.598692 = -4547959.699507
  nChanged 49
		SP:Iteration 79Q (37691.380000 sec): 3 clusters
  Score: Raw -4551530.079379 + Penalty 3547.598692 = -4547982.480687
  nChanged 45
		SP:Iteration 80F (37691.840000 sec): 3 clusters
  Score: Raw -4551547.081086 + Penalty 3547.598692 = -4547999.482394
  nChanged 38
		SP:Iteration 81Q (37692.280000 sec): 3 clusters
  Score: Raw -4551559.590884 + Penalty 3547.598692 = -4548011.992192
  nChanged 26
		SP:Iteration 82Q (37692.670000 sec): 3 clusters
  Score: Raw -4551567.417237 + Penalty 3547.598692 = -4548019.818545
  nChanged 25
		SP:Iteration 83Q (37693.150000 sec): 3 clusters
  Score: Raw -4551574.297502 + Penalty 3547.598692 = -4548026.698810
  nChanged 15
		SP:Iteration 84Q (37693.630000 sec): 3 clusters
  Score: Raw -4551578.134806 + Penalty 3547.598692 = -4548030.536113
  nChanged 10
		SP:Iteration 85Q (37694.070000 sec): 3 clusters
  Score: Raw -4551581.346827 + Penalty 3547.598692 = -4548033.748134
  nChanged 7
		SP:Iteration 86Q (37694.440000 sec): 3 clusters
  Score: Raw -4551582.961316 + Penalty 3547.598692 = -4548035.362623
  nChanged 6
		SP:Iteration 87Q (37694.860000 sec): 3 clusters
  Score: Raw -4551584.284661 + Penalty 3547.598692 = -4548036.685968
  nChanged 5
		SP:Iteration 88Q (37695.310000 sec): 3 clusters
  Score: Raw -4551585.056855 + Penalty 3547.598692 = -4548037.458162
  nChanged 3
		SP:Iteration 89Q (37695.740000 sec): 3 clusters
  Score: Raw -4551585.828609 + Penalty 3547.598692 = -4548038.229916
  nChanged 3
		SP:Iteration 90Q (37696.210000 sec): 3 clusters
  Score: Raw -4551586.417293 + Penalty 3547.598692 = -4548038.818600
  nChanged 3
		SP:Iteration 91Q (37696.690000 sec): 3 clusters
  Score: Raw -4551587.474951 + Penalty 3547.598692 = -4548039.876259
  nChanged 2
		SP:Iteration 92Q (37697.160000 sec): 3 clusters
  Score: Raw -4551587.936483 + Penalty 3547.598692 = -4548040.337790
  nChanged 1
		SP:Iteration 93Q (37697.610000 sec): 3 clusters
  Score: Raw -4551588.114868 + Penalty 3547.598692 = -4548040.516176
  nChanged 1
		SP:Iteration 94Q (37698.000000 sec): 3 clusters
  Score: Raw -4551588.322656 + Penalty 3547.598692 = -4548040.723964
  nChanged 0
		SP:Iteration 95F (37698.430000 sec): 3 clusters
  Score: Raw -4551588.322656 + Penalty 3547.598692 = -4548040.723964
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 2 (247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37698.550000 sec): 2 clusters
  Score: Raw -16992.299542 + Penalty 895.275605 = -16097.023937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37698.720000 sec): 3 clusters
  Score: Raw -17058.167444 + Penalty 1790.551209 = -15267.616234
  nChanged 40
		SP:Iteration 1F (37698.880000 sec): 3 clusters
  Score: Raw -17158.989903 + Penalty 1790.551209 = -15368.438693
  nChanged 14
		SP:Iteration 2F (37699.090000 sec): 3 clusters
  Score: Raw -17196.867791 + Penalty 1790.551209 = -15406.316581
  nChanged 3
		SP:Iteration 3Q (37699.290000 sec): 3 clusters
  Score: Raw -17206.287841 + Penalty 1790.551209 = -15415.736631
  nChanged 0
		SP:Iteration 4F (37699.530000 sec): 3 clusters
  Score: Raw -17206.287841 + Penalty 1790.551209 = -15415.736631
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 3 (5273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37699.690000 sec): 2 clusters
  Score: Raw -444520.331356 + Penalty 1392.682645 = -443127.648711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37699.900000 sec): 3 clusters
  Score: Raw -441763.474813 + Penalty 2785.365290 = -438978.109523
  nChanged 2139
		SP:Iteration 1F (37700.130000 sec): 3 clusters
  Score: Raw -443206.172117 + Penalty 2785.365290 = -440420.806827
  nChanged 477
		SP:Iteration 2F (37700.310000 sec): 3 clusters
  Score: Raw -443627.590288 + Penalty 2785.365290 = -440842.224997
  nChanged 436
		SP:Iteration 3F (37700.540000 sec): 3 clusters
  Score: Raw -444018.315682 + Penalty 2785.365290 = -441232.950392
  nChanged 339
		SP:Iteration 4F (37700.710000 sec): 3 clusters
  Score: Raw -444339.849844 + Penalty 2785.365290 = -441554.484554
  nChanged 288
		SP:Iteration 5F (37700.940000 sec): 3 clusters
  Score: Raw -444611.927142 + Penalty 2785.365290 = -441826.561851
  nChanged 229
		SP:Iteration 6Q (37701.150000 sec): 3 clusters
  Score: Raw -444797.195724 + Penalty 2785.365290 = -442011.830433
  nChanged 169
		SP:Iteration 7Q (37701.320000 sec): 3 clusters
  Score: Raw -444929.415711 + Penalty 2785.365290 = -442144.050420
  nChanged 131
		SP:Iteration 8Q (37701.490000 sec): 3 clusters
  Score: Raw -445032.773520 + Penalty 2785.365290 = -442247.408230
  nChanged 114
		SP:Iteration 9Q (37701.720000 sec): 3 clusters
  Score: Raw -445104.262504 + Penalty 2785.365290 = -442318.897214
  nChanged 107
		SP:Iteration 10Q (37701.890000 sec): 3 clusters
  Score: Raw -445168.899166 + Penalty 2785.365290 = -442383.533875
  nChanged 101
		SP:Iteration 11Q (37702.070000 sec): 3 clusters
  Score: Raw -445220.266855 + Penalty 2785.365290 = -442434.901565
  nChanged 71
		SP:Iteration 12Q (37702.310000 sec): 3 clusters
  Score: Raw -445253.148611 + Penalty 2785.365290 = -442467.783321
  nChanged 68
		SP:Iteration 13Q (37702.560000 sec): 3 clusters
  Score: Raw -445282.085741 + Penalty 2785.365290 = -442496.720451
  nChanged 58
		SP:Iteration 14Q (37702.750000 sec): 3 clusters
  Score: Raw -445303.000892 + Penalty 2785.365290 = -442517.635601
  nChanged 50
		SP:Iteration 15Q (37702.980000 sec): 3 clusters
  Score: Raw -445320.445275 + Penalty 2785.365290 = -442535.079985
  nChanged 45
		SP:Iteration 16Q (37703.220000 sec): 3 clusters
  Score: Raw -445338.388724 + Penalty 2785.365290 = -442553.023433
  nChanged 52
		SP:Iteration 17Q (37703.470000 sec): 3 clusters
  Score: Raw -445359.342278 + Penalty 2785.365290 = -442573.976987
  nChanged 45
		SP:Iteration 18Q (37703.670000 sec): 3 clusters
  Score: Raw -445378.855449 + Penalty 2785.365290 = -442593.490158
  nChanged 51
		SP:Iteration 19Q (37703.910000 sec): 3 clusters
  Score: Raw -445405.180837 + Penalty 2785.365290 = -442619.815546
  nChanged 58
		SP:Iteration 20F (37704.130000 sec): 3 clusters
  Score: Raw -445430.860658 + Penalty 2785.365290 = -442645.495368
  nChanged 49
		SP:Iteration 21Q (37704.350000 sec): 3 clusters
  Score: Raw -445452.599022 + Penalty 2785.365290 = -442667.233732
  nChanged 50
		SP:Iteration 22Q (37704.560000 sec): 3 clusters
  Score: Raw -445474.536582 + Penalty 2785.365290 = -442689.171292
  nChanged 48
		SP:Iteration 23Q (37704.770000 sec): 3 clusters
  Score: Raw -445496.341574 + Penalty 2785.365290 = -442710.976283
  nChanged 37
		SP:Iteration 24Q (37705.020000 sec): 3 clusters
  Score: Raw -445511.831084 + Penalty 2785.365290 = -442726.465793
  nChanged 42
		SP:Iteration 25Q (37705.260000 sec): 3 clusters
  Score: Raw -445530.085091 + Penalty 2785.365290 = -442744.719801
  nChanged 39
		SP:Iteration 26Q (37705.450000 sec): 3 clusters
  Score: Raw -445544.791313 + Penalty 2785.365290 = -442759.426022
  nChanged 30
		SP:Iteration 27Q (37705.640000 sec): 3 clusters
  Score: Raw -445558.882493 + Penalty 2785.365290 = -442773.517203
  nChanged 38
		SP:Iteration 28Q (37705.870000 sec): 3 clusters
  Score: Raw -445579.275943 + Penalty 2785.365290 = -442793.910652
  nChanged 37
		SP:Iteration 29Q (37706.110000 sec): 3 clusters
  Score: Raw -445595.160895 + Penalty 2785.365290 = -442809.795605
  nChanged 36
		SP:Iteration 30Q (37706.320000 sec): 3 clusters
  Score: Raw -445607.608732 + Penalty 2785.365290 = -442822.243442
  nChanged 28
		SP:Iteration 31Q (37706.520000 sec): 3 clusters
  Score: Raw -445617.208017 + Penalty 2785.365290 = -442831.842727
  nChanged 22
		SP:Iteration 32Q (37706.690000 sec): 3 clusters
  Score: Raw -445624.285955 + Penalty 2785.365290 = -442838.920664
  nChanged 19
		SP:Iteration 33Q (37706.900000 sec): 3 clusters
  Score: Raw -445631.495058 + Penalty 2785.365290 = -442846.129768
  nChanged 21
		SP:Iteration 34Q (37707.140000 sec): 3 clusters
  Score: Raw -445638.618552 + Penalty 2785.365290 = -442853.253261
  nChanged 20
		SP:Iteration 35Q (37707.320000 sec): 3 clusters
  Score: Raw -445645.516340 + Penalty 2785.365290 = -442860.151049
  nChanged 19
		SP:Iteration 36Q (37707.560000 sec): 3 clusters
  Score: Raw -445650.775540 + Penalty 2785.365290 = -442865.410250
  nChanged 9
		SP:Iteration 37Q (37707.740000 sec): 3 clusters
  Score: Raw -445653.288447 + Penalty 2785.365290 = -442867.923157
  nChanged 10
		SP:Iteration 38Q (37707.960000 sec): 3 clusters
  Score: Raw -445656.784373 + Penalty 2785.365290 = -442871.419082
  nChanged 13
		SP:Iteration 39Q (37708.140000 sec): 3 clusters
  Score: Raw -445660.273979 + Penalty 2785.365290 = -442874.908688
  nChanged 6
		SP:Iteration 40F (37708.380000 sec): 3 clusters
  Score: Raw -445661.720243 + Penalty 2785.365290 = -442876.354953
  nChanged 2
		SP:Iteration 41Q (37708.640000 sec): 3 clusters
  Score: Raw -445662.145299 + Penalty 2785.365290 = -442876.780009
  nChanged 1
		SP:Iteration 42Q (37708.850000 sec): 3 clusters
  Score: Raw -445662.362907 + Penalty 2785.365290 = -442876.997617
  nChanged 0
		SP:Iteration 43F (37709.070000 sec): 3 clusters
  Score: Raw -445662.362907 + Penalty 2785.365290 = -442876.997617
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 4 (4416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37709.200000 sec): 2 clusters
  Score: Raw -372976.547597 + Penalty 1363.860808 = -371612.686789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37709.370000 sec): 3 clusters
  Score: Raw -370707.497418 + Penalty 2727.721616 = -367979.775802
  nChanged 1790
		SP:Iteration 1F (37709.580000 sec): 3 clusters
  Score: Raw -371721.176921 + Penalty 2727.721616 = -368993.455305
  nChanged 335
		SP:Iteration 2F (37709.760000 sec): 3 clusters
  Score: Raw -371930.094756 + Penalty 2727.721616 = -369202.373140
  nChanged 236
		SP:Iteration 3F (37710.000000 sec): 3 clusters
  Score: Raw -372048.542858 + Penalty 2727.721616 = -369320.821242
  nChanged 173
		SP:Iteration 4Q (37710.170000 sec): 3 clusters
  Score: Raw -372134.318954 + Penalty 2727.721616 = -369406.597338
  nChanged 142
		SP:Iteration 5Q (37710.330000 sec): 3 clusters
  Score: Raw -372199.369105 + Penalty 2727.721616 = -369471.647489
  nChanged 128
		SP:Iteration 6Q (37710.490000 sec): 3 clusters
  Score: Raw -372251.155644 + Penalty 2727.721616 = -369523.434028
  nChanged 117
		SP:Iteration 7Q (37710.650000 sec): 3 clusters
  Score: Raw -372315.902290 + Penalty 2727.721616 = -369588.180673
  nChanged 116
		SP:Iteration 8Q (37710.860000 sec): 3 clusters
  Score: Raw -372380.770391 + Penalty 2727.721616 = -369653.048775
  nChanged 110
		SP:Iteration 9Q (37711.020000 sec): 3 clusters
  Score: Raw -372433.226929 + Penalty 2727.721616 = -369705.505313
  nChanged 116
		SP:Iteration 10Q (37711.220000 sec): 3 clusters
  Score: Raw -372489.869372 + Penalty 2727.721616 = -369762.147756
  nChanged 99
		SP:Iteration 11Q (37711.360000 sec): 3 clusters
  Score: Raw -372543.675907 + Penalty 2727.721616 = -369815.954291
  nChanged 95
		SP:Iteration 12Q (37711.580000 sec): 3 clusters
  Score: Raw -372590.420012 + Penalty 2727.721616 = -369862.698396
  nChanged 109
		SP:Iteration 13Q (37711.780000 sec): 3 clusters
  Score: Raw -372645.724365 + Penalty 2727.721616 = -369918.002749
  nChanged 84
		SP:Iteration 14Q (37712.000000 sec): 3 clusters
  Score: Raw -372683.372458 + Penalty 2727.721616 = -369955.650842
  nChanged 71
		SP:Iteration 15Q (37712.200000 sec): 3 clusters
  Score: Raw -372718.867863 + Penalty 2727.721616 = -369991.146247
  nChanged 73
		SP:Iteration 16Q (37712.420000 sec): 3 clusters
  Score: Raw -372751.196512 + Penalty 2727.721616 = -370023.474896
  nChanged 68
		SP:Iteration 17Q (37712.580000 sec): 3 clusters
  Score: Raw -372781.344227 + Penalty 2727.721616 = -370053.622611
  nChanged 74
		SP:Iteration 18Q (37712.780000 sec): 3 clusters
  Score: Raw -372818.761745 + Penalty 2727.721616 = -370091.040129
  nChanged 69
		SP:Iteration 19Q (37712.950000 sec): 3 clusters
  Score: Raw -372850.743030 + Penalty 2727.721616 = -370123.021414
  nChanged 56
		SP:Iteration 20F (37713.150000 sec): 3 clusters
  Score: Raw -372873.850325 + Penalty 2727.721616 = -370146.128709
  nChanged 40
		SP:Iteration 21Q (37713.340000 sec): 3 clusters
  Score: Raw -372889.209214 + Penalty 2727.721616 = -370161.487598
  nChanged 33
		SP:Iteration 22Q (37713.560000 sec): 3 clusters
  Score: Raw -372902.100280 + Penalty 2727.721616 = -370174.378664
  nChanged 32
		SP:Iteration 23Q (37713.700000 sec): 3 clusters
  Score: Raw -372913.753592 + Penalty 2727.721616 = -370186.031976
  nChanged 27
		SP:Iteration 24Q (37713.850000 sec): 3 clusters
  Score: Raw -372923.188385 + Penalty 2727.721616 = -370195.466769
  nChanged 25
		SP:Iteration 25Q (37714.030000 sec): 3 clusters
  Score: Raw -372930.253593 + Penalty 2727.721616 = -370202.531976
  nChanged 17
		SP:Iteration 26Q (37714.160000 sec): 3 clusters
  Score: Raw -372934.812807 + Penalty 2727.721616 = -370207.091191
  nChanged 17
		SP:Iteration 27Q (37714.300000 sec): 3 clusters
  Score: Raw -372940.165289 + Penalty 2727.721616 = -370212.443673
  nChanged 22
		SP:Iteration 28Q (37714.460000 sec): 3 clusters
  Score: Raw -372947.855293 + Penalty 2727.721616 = -370220.133677
  nChanged 27
		SP:Iteration 29Q (37714.690000 sec): 3 clusters
  Score: Raw -372959.310773 + Penalty 2727.721616 = -370231.589157
  nChanged 27
		SP:Iteration 30Q (37714.830000 sec): 3 clusters
  Score: Raw -372966.564464 + Penalty 2727.721616 = -370238.842848
  nChanged 21
		SP:Iteration 31Q (37715.050000 sec): 3 clusters
  Score: Raw -372972.059343 + Penalty 2727.721616 = -370244.337726
  nChanged 16
		SP:Iteration 32Q (37715.210000 sec): 3 clusters
  Score: Raw -372976.510801 + Penalty 2727.721616 = -370248.789185
  nChanged 8
		SP:Iteration 33Q (37715.360000 sec): 3 clusters
  Score: Raw -372978.628845 + Penalty 2727.721616 = -370250.907229
  nChanged 10
		SP:Iteration 34Q (37715.540000 sec): 3 clusters
  Score: Raw -372981.342272 + Penalty 2727.721616 = -370253.620656
  nChanged 17
		SP:Iteration 35Q (37715.710000 sec): 3 clusters
  Score: Raw -372985.281577 + Penalty 2727.721616 = -370257.559961
  nChanged 17
		SP:Iteration 36Q (37715.900000 sec): 3 clusters
  Score: Raw -372989.762354 + Penalty 2727.721616 = -370262.040738
  nChanged 15
		SP:Iteration 37Q (37716.080000 sec): 3 clusters
  Score: Raw -372994.594537 + Penalty 2727.721616 = -370266.872921
  nChanged 22
		SP:Iteration 38Q (37716.260000 sec): 3 clusters
  Score: Raw -373001.151276 + Penalty 2727.721616 = -370273.429660
  nChanged 12
		SP:Iteration 39Q (37716.430000 sec): 3 clusters
  Score: Raw -373004.204640 + Penalty 2727.721616 = -370276.483024
  nChanged 11
		SP:Iteration 40F (37716.720000 sec): 3 clusters
  Score: Raw -373007.340511 + Penalty 2727.721616 = -370279.618895
  nChanged 15
		SP:Iteration 41Q (37716.920000 sec): 3 clusters
  Score: Raw -373011.531298 + Penalty 2727.721616 = -370283.809682
  nChanged 10
		SP:Iteration 42Q (37717.090000 sec): 3 clusters
  Score: Raw -373014.219759 + Penalty 2727.721616 = -370286.498143
  nChanged 8
		SP:Iteration 43Q (37717.280000 sec): 3 clusters
  Score: Raw -373015.969151 + Penalty 2727.721616 = -370288.247535
  nChanged 7
		SP:Iteration 44Q (37717.410000 sec): 3 clusters
  Score: Raw -373017.842137 + Penalty 2727.721616 = -370290.120521
  nChanged 15
		SP:Iteration 45Q (37717.550000 sec): 3 clusters
  Score: Raw -373022.314159 + Penalty 2727.721616 = -370294.592543
  nChanged 16
		SP:Iteration 46Q (37717.690000 sec): 3 clusters
  Score: Raw -373026.726434 + Penalty 2727.721616 = -370299.004818
  nChanged 14
		SP:Iteration 47Q (37717.860000 sec): 3 clusters
  Score: Raw -373030.269048 + Penalty 2727.721616 = -370302.547432
  nChanged 14
		SP:Iteration 48Q (37718.040000 sec): 3 clusters
  Score: Raw -373033.251252 + Penalty 2727.721616 = -370305.529636
  nChanged 13
		SP:Iteration 49Q (37718.220000 sec): 3 clusters
  Score: Raw -373037.394000 + Penalty 2727.721616 = -370309.672384
  nChanged 13
		SP:Iteration 50Q (37718.360000 sec): 3 clusters
  Score: Raw -373042.868754 + Penalty 2727.721616 = -370315.147138
  nChanged 10
		SP:Iteration 51Q (37718.500000 sec): 3 clusters
  Score: Raw -373045.935850 + Penalty 2727.721616 = -370318.214234
  nChanged 7
		SP:Iteration 52Q (37718.680000 sec): 3 clusters
  Score: Raw -373047.741573 + Penalty 2727.721616 = -370320.019957
  nChanged 6
		SP:Iteration 53Q (37718.860000 sec): 3 clusters
  Score: Raw -373049.074654 + Penalty 2727.721616 = -370321.353038
  nChanged 4
		SP:Iteration 54Q (37719.000000 sec): 3 clusters
  Score: Raw -373050.445217 + Penalty 2727.721616 = -370322.723601
  nChanged 5
		SP:Iteration 55Q (37719.180000 sec): 3 clusters
  Score: Raw -373052.029524 + Penalty 2727.721616 = -370324.307908
  nChanged 5
		SP:Iteration 56Q (37719.360000 sec): 3 clusters
  Score: Raw -373053.417741 + Penalty 2727.721616 = -370325.696125
  nChanged 5
		SP:Iteration 57Q (37719.470000 sec): 3 clusters
  Score: Raw -373054.388236 + Penalty 2727.721616 = -370326.666620
  nChanged 2
		SP:Iteration 58Q (37719.640000 sec): 3 clusters
  Score: Raw -373054.901016 + Penalty 2727.721616 = -370327.179400
  nChanged 2
		SP:Iteration 59Q (37719.770000 sec): 3 clusters
  Score: Raw -373055.485272 + Penalty 2727.721616 = -370327.763656
  nChanged 3
		SP:Iteration 60F (37719.930000 sec): 3 clusters
  Score: Raw -373056.099240 + Penalty 2727.721616 = -370328.377624
  nChanged 3
		SP:Iteration 61Q (37720.120000 sec): 3 clusters
  Score: Raw -373056.429466 + Penalty 2727.721616 = -370328.707850
  nChanged 1
		SP:Iteration 62Q (37720.280000 sec): 3 clusters
  Score: Raw -373056.572631 + Penalty 2727.721616 = -370328.851015
  nChanged 1
		SP:Iteration 63Q (37720.480000 sec): 3 clusters
  Score: Raw -373056.854286 + Penalty 2727.721616 = -370329.132670
  nChanged 0
		SP:Iteration 64F (37720.600000 sec): 3 clusters
  Score: Raw -373056.854286 + Penalty 2727.721616 = -370329.132670
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 5 (6919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37720.680000 sec): 2 clusters
  Score: Raw -572356.932625 + Penalty 1436.829311 = -570920.103314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37720.890000 sec): 3 clusters
  Score: Raw -568560.350271 + Penalty 2873.658622 = -565686.691649
  nChanged 2930
		SP:Iteration 1F (37721.060000 sec): 3 clusters
  Score: Raw -570194.728230 + Penalty 2873.658622 = -567321.069608
  nChanged 454
		SP:Iteration 2F (37721.230000 sec): 3 clusters
  Score: Raw -570410.183515 + Penalty 2873.658622 = -567536.524893
  nChanged 374
		SP:Iteration 3F (37721.380000 sec): 3 clusters
  Score: Raw -570567.013364 + Penalty 2873.658622 = -567693.354742
  nChanged 292
		SP:Iteration 4Q (37721.640000 sec): 3 clusters
  Score: Raw -570682.139092 + Penalty 2873.658622 = -567808.480470
  nChanged 238
		SP:Iteration 5Q (37721.880000 sec): 3 clusters
  Score: Raw -570775.907521 + Penalty 2873.658622 = -567902.248899
  nChanged 238
		SP:Iteration 6Q (37722.110000 sec): 3 clusters
  Score: Raw -570879.750132 + Penalty 2873.658622 = -568006.091510
  nChanged 223
		SP:Iteration 7Q (37722.340000 sec): 3 clusters
  Score: Raw -570978.917683 + Penalty 2873.658622 = -568105.259060
  nChanged 208
		SP:Iteration 8Q (37722.570000 sec): 3 clusters
  Score: Raw -571067.465776 + Penalty 2873.658622 = -568193.807154
  nChanged 193
		SP:Iteration 9Q (37722.740000 sec): 3 clusters
  Score: Raw -571152.842239 + Penalty 2873.658622 = -568279.183616
  nChanged 187
		SP:Iteration 10Q (37723.020000 sec): 3 clusters
  Score: Raw -571238.966160 + Penalty 2873.658622 = -568365.307538
  nChanged 166
		SP:Iteration 11Q (37723.230000 sec): 3 clusters
  Score: Raw -571311.079951 + Penalty 2873.658622 = -568437.421329
  nChanged 154
		SP:Iteration 12Q (37723.430000 sec): 3 clusters
  Score: Raw -571371.277630 + Penalty 2873.658622 = -568497.619008
  nChanged 142
		SP:Iteration 13Q (37723.680000 sec): 3 clusters
  Score: Raw -571429.091771 + Penalty 2873.658622 = -568555.433149
  nChanged 124
		SP:Iteration 14Q (37723.920000 sec): 3 clusters
  Score: Raw -571475.096046 + Penalty 2873.658622 = -568601.437424
  nChanged 126
		SP:Iteration 15Q (37724.140000 sec): 3 clusters
  Score: Raw -571519.272923 + Penalty 2873.658622 = -568645.614301
  nChanged 115
		SP:Iteration 16Q (37724.360000 sec): 3 clusters
  Score: Raw -571563.984994 + Penalty 2873.658622 = -568690.326372
  nChanged 115
		SP:Iteration 17Q (37724.550000 sec): 3 clusters
  Score: Raw -571603.885631 + Penalty 2873.658622 = -568730.227009
  nChanged 109
		SP:Iteration 18Q (37724.780000 sec): 3 clusters
  Score: Raw -571645.319801 + Penalty 2873.658622 = -568771.661179
  nChanged 98
		SP:Iteration 19Q (37725.000000 sec): 3 clusters
  Score: Raw -571677.385767 + Penalty 2873.658622 = -568803.727145
  nChanged 83
		SP:Iteration 20F (37725.250000 sec): 3 clusters
  Score: Raw -571705.947313 + Penalty 2873.658622 = -568832.288691
  nChanged 76
		SP:Iteration 21Q (37725.480000 sec): 3 clusters
  Score: Raw -571732.010246 + Penalty 2873.658622 = -568858.351624
  nChanged 89
		SP:Iteration 22Q (37725.730000 sec): 3 clusters
  Score: Raw -571763.902119 + Penalty 2873.658622 = -568890.243497
  nChanged 87
		SP:Iteration 23Q (37725.910000 sec): 3 clusters
  Score: Raw -571793.925841 + Penalty 2873.658622 = -568920.267219
  nChanged 78
		SP:Iteration 24Q (37726.120000 sec): 3 clusters
  Score: Raw -571815.232395 + Penalty 2873.658622 = -568941.573773
  nChanged 68
		SP:Iteration 25Q (37726.380000 sec): 3 clusters
  Score: Raw -571830.368513 + Penalty 2873.658622 = -568956.709891
  nChanged 37
		SP:Iteration 26Q (37726.630000 sec): 3 clusters
  Score: Raw -571837.872144 + Penalty 2873.658622 = -568964.213522
  nChanged 38
		SP:Iteration 27Q (37726.810000 sec): 3 clusters
  Score: Raw -571844.897797 + Penalty 2873.658622 = -568971.239175
  nChanged 37
		SP:Iteration 28Q (37726.970000 sec): 3 clusters
  Score: Raw -571852.033762 + Penalty 2873.658622 = -568978.375140
  nChanged 27
		SP:Iteration 29Q (37727.190000 sec): 3 clusters
  Score: Raw -571856.353276 + Penalty 2873.658622 = -568982.694654
  nChanged 17
		SP:Iteration 30Q (37727.400000 sec): 3 clusters
  Score: Raw -571860.343242 + Penalty 2873.658622 = -568986.684620
  nChanged 27
		SP:Iteration 31Q (37727.600000 sec): 3 clusters
  Score: Raw -571868.938427 + Penalty 2873.658622 = -568995.279805
  nChanged 44
		SP:Iteration 32Q (37727.840000 sec): 3 clusters
  Score: Raw -571882.817037 + Penalty 2873.658622 = -569009.158415
  nChanged 53
		SP:Iteration 33Q (37728.100000 sec): 3 clusters
  Score: Raw -571900.173882 + Penalty 2873.658622 = -569026.515259
  nChanged 53
		SP:Iteration 34Q (37728.290000 sec): 3 clusters
  Score: Raw -571918.889655 + Penalty 2873.658622 = -569045.231033
  nChanged 63
		SP:Iteration 35Q (37728.450000 sec): 3 clusters
  Score: Raw -571939.487143 + Penalty 2873.658622 = -569065.828521
  nChanged 68
		SP:Iteration 36Q (37728.700000 sec): 3 clusters
  Score: Raw -571964.251242 + Penalty 2873.658622 = -569090.592620
  nChanged 76
		SP:Iteration 37Q (37728.900000 sec): 3 clusters
  Score: Raw -571990.408025 + Penalty 2873.658622 = -569116.749402
  nChanged 71
		SP:Iteration 38Q (37729.140000 sec): 3 clusters
  Score: Raw -572016.381401 + Penalty 2873.658622 = -569142.722779
  nChanged 73
		SP:Iteration 39Q (37729.380000 sec): 3 clusters
  Score: Raw -572037.571368 + Penalty 2873.658622 = -569163.912746
  nChanged 56
		SP:Iteration 40F (37729.580000 sec): 3 clusters
  Score: Raw -572056.340036 + Penalty 2873.658622 = -569182.681414
  nChanged 55
		SP:Iteration 41Q (37729.820000 sec): 3 clusters
  Score: Raw -572071.998046 + Penalty 2873.658622 = -569198.339424
  nChanged 44
		SP:Iteration 42Q (37730.040000 sec): 3 clusters
  Score: Raw -572083.612549 + Penalty 2873.658622 = -569209.953927
  nChanged 57
		SP:Iteration 43Q (37730.220000 sec): 3 clusters
  Score: Raw -572101.325910 + Penalty 2873.658622 = -569227.667287
  nChanged 52
		SP:Iteration 44Q (37730.420000 sec): 3 clusters
  Score: Raw -572115.459735 + Penalty 2873.658622 = -569241.801113
  nChanged 36
		SP:Iteration 45Q (37730.650000 sec): 3 clusters
  Score: Raw -572123.889143 + Penalty 2873.658622 = -569250.230521
  nChanged 34
		SP:Iteration 46Q (37730.880000 sec): 3 clusters
  Score: Raw -572131.373221 + Penalty 2873.658622 = -569257.714599
  nChanged 32
		SP:Iteration 47Q (37731.100000 sec): 3 clusters
  Score: Raw -572138.655893 + Penalty 2873.658622 = -569264.997271
  nChanged 28
		SP:Iteration 48Q (37731.330000 sec): 3 clusters
  Score: Raw -572144.829158 + Penalty 2873.658622 = -569271.170536
  nChanged 19
		SP:Iteration 49Q (37731.570000 sec): 3 clusters
  Score: Raw -572148.101348 + Penalty 2873.658622 = -569274.442726
  nChanged 11
		SP:Iteration 50Q (37731.810000 sec): 3 clusters
  Score: Raw -572150.015636 + Penalty 2873.658622 = -569276.357014
  nChanged 8
		SP:Iteration 51Q (37732.020000 sec): 3 clusters
  Score: Raw -572151.402623 + Penalty 2873.658622 = -569277.744000
  nChanged 13
		SP:Iteration 52Q (37732.240000 sec): 3 clusters
  Score: Raw -572153.895007 + Penalty 2873.658622 = -569280.236385
  nChanged 12
		SP:Iteration 53Q (37732.500000 sec): 3 clusters
  Score: Raw -572155.974071 + Penalty 2873.658622 = -569282.315449
  nChanged 13
		SP:Iteration 54Q (37732.690000 sec): 3 clusters
  Score: Raw -572158.943515 + Penalty 2873.658622 = -569285.284893
  nChanged 18
		SP:Iteration 55Q (37732.910000 sec): 3 clusters
  Score: Raw -572163.112939 + Penalty 2873.658622 = -569289.454316
  nChanged 20
		SP:Iteration 56Q (37733.110000 sec): 3 clusters
  Score: Raw -572167.489869 + Penalty 2873.658622 = -569293.831247
  nChanged 19
		SP:Iteration 57Q (37733.310000 sec): 3 clusters
  Score: Raw -572170.682567 + Penalty 2873.658622 = -569297.023945
  nChanged 16
		SP:Iteration 58Q (37733.550000 sec): 3 clusters
  Score: Raw -572173.547239 + Penalty 2873.658622 = -569299.888617
  nChanged 12
		SP:Iteration 59Q (37733.760000 sec): 3 clusters
  Score: Raw -572175.749752 + Penalty 2873.658622 = -569302.091130
  nChanged 10
		SP:Iteration 60F (37734.000000 sec): 3 clusters
  Score: Raw -572177.390602 + Penalty 2873.658622 = -569303.731980
  nChanged 6
		SP:Iteration 61Q (37734.210000 sec): 3 clusters
  Score: Raw -572178.216732 + Penalty 2873.658622 = -569304.558110
  nChanged 6
		SP:Iteration 62Q (37734.460000 sec): 3 clusters
  Score: Raw -572179.132927 + Penalty 2873.658622 = -569305.474305
  nChanged 13
		SP:Iteration 63Q (37734.750000 sec): 3 clusters
  Score: Raw -572181.520206 + Penalty 2873.658622 = -569307.861584
  nChanged 9
		SP:Iteration 64Q (37734.980000 sec): 3 clusters
  Score: Raw -572182.556985 + Penalty 2873.658622 = -569308.898363
  nChanged 5
		SP:Iteration 65Q (37735.150000 sec): 3 clusters
  Score: Raw -572183.172562 + Penalty 2873.658622 = -569309.513940
  nChanged 3
		SP:Iteration 66Q (37735.360000 sec): 3 clusters
  Score: Raw -572183.796681 + Penalty 2873.658622 = -569310.138058
  nChanged 5
		SP:Iteration 67Q (37735.570000 sec): 3 clusters
  Score: Raw -572184.316183 + Penalty 2873.658622 = -569310.657561
  nChanged 3
		SP:Iteration 68Q (37735.770000 sec): 3 clusters
  Score: Raw -572184.820584 + Penalty 2873.658622 = -569311.161962
  nChanged 3
		SP:Iteration 69Q (37735.950000 sec): 3 clusters
  Score: Raw -572185.152661 + Penalty 2873.658622 = -569311.494039
  nChanged 6
		SP:Iteration 70Q (37736.140000 sec): 3 clusters
  Score: Raw -572186.150285 + Penalty 2873.658622 = -569312.491663
  nChanged 6
		SP:Iteration 71Q (37736.320000 sec): 3 clusters
  Score: Raw -572187.128282 + Penalty 2873.658622 = -569313.469660
  nChanged 7
		SP:Iteration 72Q (37736.520000 sec): 3 clusters
  Score: Raw -572188.069785 + Penalty 2873.658622 = -569314.411163
  nChanged 5
		SP:Iteration 73Q (37736.760000 sec): 3 clusters
  Score: Raw -572189.043890 + Penalty 2873.658622 = -569315.385268
  nChanged 10
		SP:Iteration 74Q (37736.970000 sec): 3 clusters
  Score: Raw -572191.056348 + Penalty 2873.658622 = -569317.397726
  nChanged 3
		SP:Iteration 75Q (37737.170000 sec): 3 clusters
  Score: Raw -572191.399550 + Penalty 2873.658622 = -569317.740928
  nChanged 3
		SP:Iteration 76Q (37737.350000 sec): 3 clusters
  Score: Raw -572191.872461 + Penalty 2873.658622 = -569318.213839
  nChanged 5
		SP:Iteration 77Q (37737.570000 sec): 3 clusters
  Score: Raw -572192.712887 + Penalty 2873.658622 = -569319.054265
  nChanged 7
		SP:Iteration 78Q (37737.840000 sec): 3 clusters
  Score: Raw -572193.369218 + Penalty 2873.658622 = -569319.710596
  nChanged 2
		SP:Iteration 79Q (37738.080000 sec): 3 clusters
  Score: Raw -572193.452602 + Penalty 2873.658622 = -569319.793980
  nChanged 0
		SP:Iteration 80F (37738.280000 sec): 3 clusters
  Score: Raw -572193.452602 + Penalty 2873.658622 = -569319.793980
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 6 (3753 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37738.380000 sec): 2 clusters
  Score: Raw -331006.075854 + Penalty 1337.425505 = -329668.650349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37738.540000 sec): 3 clusters
  Score: Raw -329190.808380 + Penalty 2674.851010 = -326515.957370
  nChanged 1467
		SP:Iteration 1F (37738.760000 sec): 3 clusters
  Score: Raw -330015.396707 + Penalty 2674.851010 = -327340.545697
  nChanged 231
		SP:Iteration 2F (37738.990000 sec): 3 clusters
  Score: Raw -330127.788413 + Penalty 2674.851010 = -327452.937403
  nChanged 173
		SP:Iteration 3Q (37739.260000 sec): 3 clusters
  Score: Raw -330203.635337 + Penalty 2674.851010 = -327528.784327
  nChanged 128
		SP:Iteration 4Q (37739.520000 sec): 3 clusters
  Score: Raw -330250.923553 + Penalty 2674.851010 = -327576.072543
  nChanged 86
		SP:Iteration 5Q (37739.700000 sec): 3 clusters
  Score: Raw -330284.759593 + Penalty 2674.851010 = -327609.908583
  nChanged 70
		SP:Iteration 6Q (37739.920000 sec): 3 clusters
  Score: Raw -330307.975768 + Penalty 2674.851010 = -327633.124759
  nChanged 67
		SP:Iteration 7Q (37740.120000 sec): 3 clusters
  Score: Raw -330330.307617 + Penalty 2674.851010 = -327655.456607
  nChanged 47
		SP:Iteration 8Q (37740.350000 sec): 3 clusters
  Score: Raw -330346.296682 + Penalty 2674.851010 = -327671.445672
  nChanged 45
		SP:Iteration 9Q (37740.590000 sec): 3 clusters
  Score: Raw -330363.959333 + Penalty 2674.851010 = -327689.108323
  nChanged 40
		SP:Iteration 10Q (37740.820000 sec): 3 clusters
  Score: Raw -330376.852014 + Penalty 2674.851010 = -327702.001004
  nChanged 41
		SP:Iteration 11Q (37741.010000 sec): 3 clusters
  Score: Raw -330392.801861 + Penalty 2674.851010 = -327717.950852
  nChanged 41
		SP:Iteration 12Q (37741.260000 sec): 3 clusters
  Score: Raw -330404.935145 + Penalty 2674.851010 = -327730.084135
  nChanged 36
		SP:Iteration 13Q (37741.420000 sec): 3 clusters
  Score: Raw -330416.585575 + Penalty 2674.851010 = -327741.734565
  nChanged 34
		SP:Iteration 14Q (37741.640000 sec): 3 clusters
  Score: Raw -330427.838504 + Penalty 2674.851010 = -327752.987494
  nChanged 33
		SP:Iteration 15Q (37741.800000 sec): 3 clusters
  Score: Raw -330439.118981 + Penalty 2674.851010 = -327764.267971
  nChanged 36
		SP:Iteration 16Q (37742.010000 sec): 3 clusters
  Score: Raw -330453.801269 + Penalty 2674.851010 = -327778.950259
  nChanged 34
		SP:Iteration 17Q (37742.240000 sec): 3 clusters
  Score: Raw -330468.531382 + Penalty 2674.851010 = -327793.680372
  nChanged 43
		SP:Iteration 18Q (37742.420000 sec): 3 clusters
  Score: Raw -330482.682011 + Penalty 2674.851010 = -327807.831001
  nChanged 45
		SP:Iteration 19Q (37742.600000 sec): 3 clusters
  Score: Raw -330499.007446 + Penalty 2674.851010 = -327824.156436
  nChanged 42
		SP:Iteration 20F (37742.830000 sec): 3 clusters
  Score: Raw -330512.907040 + Penalty 2674.851010 = -327838.056030
  nChanged 51
		SP:Iteration 21Q (37743.070000 sec): 3 clusters
  Score: Raw -330528.795039 + Penalty 2674.851010 = -327853.944029
  nChanged 60
		SP:Iteration 22Q (37743.270000 sec): 3 clusters
  Score: Raw -330551.435557 + Penalty 2674.851010 = -327876.584548
  nChanged 63
		SP:Iteration 23Q (37743.470000 sec): 3 clusters
  Score: Raw -330573.504354 + Penalty 2674.851010 = -327898.653344
  nChanged 68
		SP:Iteration 24Q (37743.630000 sec): 3 clusters
  Score: Raw -330601.620463 + Penalty 2674.851010 = -327926.769454
  nChanged 92
		SP:Iteration 25Q (37743.860000 sec): 3 clusters
  Score: Raw -330651.809933 + Penalty 2674.851010 = -327976.958923
  nChanged 106
		SP:Iteration 26Q (37744.080000 sec): 3 clusters
  Score: Raw -330713.929116 + Penalty 2674.851010 = -328039.078106
  nChanged 112
		SP:Iteration 27Q (37744.290000 sec): 3 clusters
  Score: Raw -330786.586005 + Penalty 2674.851010 = -328111.734995
  nChanged 109
		SP:Iteration 28Q (37744.460000 sec): 3 clusters
  Score: Raw -330857.972570 + Penalty 2674.851010 = -328183.121560
  nChanged 111
		SP:Iteration 29Q (37744.660000 sec): 3 clusters
  Score: Raw -330940.358560 + Penalty 2674.851010 = -328265.507550
  nChanged 95
		SP:Iteration 30Q (37744.850000 sec): 3 clusters
  Score: Raw -331012.487911 + Penalty 2674.851010 = -328337.636901
  nChanged 88
		SP:Iteration 31Q (37745.110000 sec): 3 clusters
  Score: Raw -331082.828290 + Penalty 2674.851010 = -328407.977280
  nChanged 77
		SP:Iteration 32Q (37745.270000 sec): 3 clusters
  Score: Raw -331138.760604 + Penalty 2674.851010 = -328463.909595
  nChanged 53
		SP:Iteration 33Q (37745.460000 sec): 3 clusters
  Score: Raw -331169.188605 + Penalty 2674.851010 = -328494.337596
  nChanged 32
		SP:Iteration 34Q (37745.620000 sec): 3 clusters
  Score: Raw -331191.254550 + Penalty 2674.851010 = -328516.403541
  nChanged 31
		SP:Iteration 35Q (37745.830000 sec): 3 clusters
  Score: Raw -331216.887361 + Penalty 2674.851010 = -328542.036351
  nChanged 27
		SP:Iteration 36Q (37746.000000 sec): 3 clusters
  Score: Raw -331236.020397 + Penalty 2674.851010 = -328561.169387
  nChanged 22
		SP:Iteration 37Q (37746.200000 sec): 3 clusters
  Score: Raw -331246.682998 + Penalty 2674.851010 = -328571.831988
  nChanged 14
		SP:Iteration 38Q (37746.400000 sec): 3 clusters
  Score: Raw -331256.856775 + Penalty 2674.851010 = -328582.005765
  nChanged 18
		SP:Iteration 39Q (37746.620000 sec): 3 clusters
  Score: Raw -331267.896784 + Penalty 2674.851010 = -328593.045775
  nChanged 15
		SP:Iteration 40F (37746.800000 sec): 3 clusters
  Score: Raw -331284.701996 + Penalty 2674.851010 = -328609.850986
  nChanged 13
		SP:Iteration 41Q (37747.000000 sec): 3 clusters
  Score: Raw -331296.292787 + Penalty 2674.851010 = -328621.441777
  nChanged 7
		SP:Iteration 42Q (37747.200000 sec): 3 clusters
  Score: Raw -331299.850149 + Penalty 2674.851010 = -328624.999139
  nChanged 4
		SP:Iteration 43Q (37747.420000 sec): 3 clusters
  Score: Raw -331302.281962 + Penalty 2674.851010 = -328627.430953
  nChanged 6
		SP:Iteration 44Q (37747.610000 sec): 3 clusters
  Score: Raw -331306.914440 + Penalty 2674.851010 = -328632.063431
  nChanged 12
		SP:Iteration 45Q (37747.790000 sec): 3 clusters
  Score: Raw -331316.237397 + Penalty 2674.851010 = -328641.386387
  nChanged 11
		SP:Iteration 46Q (37748.020000 sec): 3 clusters
  Score: Raw -331321.161735 + Penalty 2674.851010 = -328646.310725
  nChanged 8
		SP:Iteration 47Q (37748.220000 sec): 3 clusters
  Score: Raw -331327.002736 + Penalty 2674.851010 = -328652.151726
  nChanged 6
		SP:Iteration 48Q (37748.400000 sec): 3 clusters
  Score: Raw -331331.849662 + Penalty 2674.851010 = -328656.998652
  nChanged 10
		SP:Iteration 49Q (37748.570000 sec): 3 clusters
  Score: Raw -331344.356459 + Penalty 2674.851010 = -328669.505450
  nChanged 13
		SP:Iteration 50Q (37748.810000 sec): 3 clusters
  Score: Raw -331354.448145 + Penalty 2674.851010 = -328679.597135
  nChanged 10
		SP:Iteration 51Q (37748.980000 sec): 3 clusters
  Score: Raw -331365.141855 + Penalty 2674.851010 = -328690.290845
  nChanged 11
		SP:Iteration 52Q (37749.180000 sec): 3 clusters
  Score: Raw -331374.080460 + Penalty 2674.851010 = -328699.229450
  nChanged 7
		SP:Iteration 53Q (37749.370000 sec): 3 clusters
  Score: Raw -331378.340466 + Penalty 2674.851010 = -328703.489456
  nChanged 9
		SP:Iteration 54Q (37749.540000 sec): 3 clusters
  Score: Raw -331385.627225 + Penalty 2674.851010 = -328710.776215
  nChanged 8
		SP:Iteration 55Q (37749.700000 sec): 3 clusters
  Score: Raw -331390.278570 + Penalty 2674.851010 = -328715.427560
  nChanged 7
		SP:Iteration 56Q (37749.850000 sec): 3 clusters
  Score: Raw -331395.066047 + Penalty 2674.851010 = -328720.215037
  nChanged 4
		SP:Iteration 57Q (37750.060000 sec): 3 clusters
  Score: Raw -331398.402506 + Penalty 2674.851010 = -328723.551496
  nChanged 5
		SP:Iteration 58Q (37750.260000 sec): 3 clusters
  Score: Raw -331401.109855 + Penalty 2674.851010 = -328726.258845
  nChanged 2
		SP:Iteration 59Q (37750.420000 sec): 3 clusters
  Score: Raw -331401.751245 + Penalty 2674.851010 = -328726.900235
  nChanged 0
		SP:Iteration 60F (37750.620000 sec): 3 clusters
  Score: Raw -331401.751245 + Penalty 2674.851010 = -328726.900235
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 7 (6823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37750.740000 sec): 2 clusters
  Score: Raw -648766.633318 + Penalty 1434.558862 = -647332.074456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37750.960000 sec): 3 clusters
  Score: Raw -645057.446507 + Penalty 2869.117724 = -642188.328782
  nChanged 2807
		SP:Iteration 1F (37751.140000 sec): 3 clusters
  Score: Raw -646542.031410 + Penalty 2869.117724 = -643672.913685
  nChanged 431
		SP:Iteration 2F (37751.350000 sec): 3 clusters
  Score: Raw -646716.588079 + Penalty 2869.117724 = -643847.470354
  nChanged 294
		SP:Iteration 3Q (37751.580000 sec): 3 clusters
  Score: Raw -646820.437018 + Penalty 2869.117724 = -643951.319293
  nChanged 218
		SP:Iteration 4Q (37751.760000 sec): 3 clusters
  Score: Raw -646890.520261 + Penalty 2869.117724 = -644021.402536
  nChanged 183
		SP:Iteration 5Q (37751.910000 sec): 3 clusters
  Score: Raw -646945.289760 + Penalty 2869.117724 = -644076.172036
  nChanged 165
		SP:Iteration 6Q (37752.120000 sec): 3 clusters
  Score: Raw -647001.012583 + Penalty 2869.117724 = -644131.894859
  nChanged 170
		SP:Iteration 7Q (37752.310000 sec): 3 clusters
  Score: Raw -647053.830732 + Penalty 2869.117724 = -644184.713008
  nChanged 163
		SP:Iteration 8Q (37752.460000 sec): 3 clusters
  Score: Raw -647101.957271 + Penalty 2869.117724 = -644232.839547
  nChanged 144
		SP:Iteration 9Q (37752.660000 sec): 3 clusters
  Score: Raw -647146.787452 + Penalty 2869.117724 = -644277.669728
  nChanged 123
		SP:Iteration 10Q (37752.910000 sec): 3 clusters
  Score: Raw -647182.112076 + Penalty 2869.117724 = -644312.994352
  nChanged 112
		SP:Iteration 11Q (37753.130000 sec): 3 clusters
  Score: Raw -647217.063699 + Penalty 2869.117724 = -644347.945975
  nChanged 132
		SP:Iteration 12Q (37753.350000 sec): 3 clusters
  Score: Raw -647266.503934 + Penalty 2869.117724 = -644397.386210
  nChanged 153
		SP:Iteration 13Q (37753.540000 sec): 3 clusters
  Score: Raw -647329.128730 + Penalty 2869.117724 = -644460.011006
  nChanged 175
		SP:Iteration 14Q (37753.730000 sec): 3 clusters
  Score: Raw -647400.979079 + Penalty 2869.117724 = -644531.861355
  nChanged 194
		SP:Iteration 15Q (37753.980000 sec): 3 clusters
  Score: Raw -647488.389537 + Penalty 2869.117724 = -644619.271813
  nChanged 210
		SP:Iteration 16Q (37754.140000 sec): 3 clusters
  Score: Raw -647595.147637 + Penalty 2869.117724 = -644726.029912
  nChanged 244
		SP:Iteration 17Q (37754.320000 sec): 3 clusters
  Score: Raw -647731.265620 + Penalty 2869.117724 = -644862.147896
  nChanged 258
		SP:Iteration 18Q (37754.510000 sec): 3 clusters
  Score: Raw -647894.826729 + Penalty 2869.117724 = -645025.709004
  nChanged 245
		SP:Iteration 19Q (37754.720000 sec): 3 clusters
  Score: Raw -648063.045856 + Penalty 2869.117724 = -645193.928131
  nChanged 234
		SP:Iteration 20F (37754.930000 sec): 3 clusters
  Score: Raw -648237.877843 + Penalty 2869.117724 = -645368.760118
  nChanged 211
		SP:Iteration 21Q (37755.050000 sec): 3 clusters
  Score: Raw -648398.925657 + Penalty 2869.117724 = -645529.807933
  nChanged 177
		SP:Iteration 22Q (37755.230000 sec): 3 clusters
  Score: Raw -648540.972366 + Penalty 2869.117724 = -645671.854642
  nChanged 129
		SP:Iteration 23Q (37755.460000 sec): 3 clusters
  Score: Raw -648648.852265 + Penalty 2869.117724 = -645779.734541
  nChanged 89
		SP:Iteration 24Q (37755.610000 sec): 3 clusters
  Score: Raw -648723.485997 + Penalty 2869.117724 = -645854.368273
  nChanged 64
		SP:Iteration 25Q (37755.810000 sec): 3 clusters
  Score: Raw -648773.387039 + Penalty 2869.117724 = -645904.269315
  nChanged 51
		SP:Iteration 26Q (37756.020000 sec): 3 clusters
  Score: Raw -648820.595346 + Penalty 2869.117724 = -645951.477622
  nChanged 33
		SP:Iteration 27Q (37756.150000 sec): 3 clusters
  Score: Raw -648850.572144 + Penalty 2869.117724 = -645981.454420
  nChanged 21
		SP:Iteration 28Q (37756.360000 sec): 3 clusters
  Score: Raw -648867.154159 + Penalty 2869.117724 = -645998.036434
  nChanged 13
		SP:Iteration 29Q (37756.550000 sec): 3 clusters
  Score: Raw -648881.876326 + Penalty 2869.117724 = -646012.758602
  nChanged 12
		SP:Iteration 30Q (37756.750000 sec): 3 clusters
  Score: Raw -648891.987293 + Penalty 2869.117724 = -646022.869568
  nChanged 7
		SP:Iteration 31Q (37756.900000 sec): 3 clusters
  Score: Raw -648899.304779 + Penalty 2869.117724 = -646030.187054
  nChanged 5
		SP:Iteration 32Q (37757.090000 sec): 3 clusters
  Score: Raw -648904.052099 + Penalty 2869.117724 = -646034.934374
  nChanged 3
		SP:Iteration 33Q (37757.300000 sec): 3 clusters
  Score: Raw -648907.433134 + Penalty 2869.117724 = -646038.315410
  nChanged 4
		SP:Iteration 34Q (37757.470000 sec): 3 clusters
  Score: Raw -648912.104191 + Penalty 2869.117724 = -646042.986466
  nChanged 5
		SP:Iteration 35Q (37757.700000 sec): 3 clusters
  Score: Raw -648915.562282 + Penalty 2869.117724 = -646046.444558
  nChanged 3
		SP:Iteration 36Q (37757.880000 sec): 3 clusters
  Score: Raw -648917.772418 + Penalty 2869.117724 = -646048.654694
  nChanged 3
		SP:Iteration 37Q (37758.040000 sec): 3 clusters
  Score: Raw -648920.979520 + Penalty 2869.117724 = -646051.861795
  nChanged 3
		SP:Iteration 38Q (37758.180000 sec): 3 clusters
  Score: Raw -648923.277513 + Penalty 2869.117724 = -646054.159789
  nChanged 1
		SP:Iteration 39Q (37758.420000 sec): 3 clusters
  Score: Raw -648923.534328 + Penalty 2869.117724 = -646054.416603
  nChanged 0
		SP:Iteration 40F (37758.560000 sec): 3 clusters
  Score: Raw -648923.534328 + Penalty 2869.117724 = -646054.416603
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 8 (14425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37758.710000 sec): 2 clusters
  Score: Raw -1229993.073866 + Penalty 1556.216690 = -1228436.857177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37759.000000 sec): 3 clusters
  Score: Raw -1221576.870798 + Penalty 3112.433380 = -1218464.437418
  nChanged 6396
		SP:Iteration 1F (37759.230000 sec): 3 clusters
  Score: Raw -1225298.430202 + Penalty 3112.433380 = -1222185.996822
  nChanged 992
		SP:Iteration 2F (37759.460000 sec): 3 clusters
  Score: Raw -1225872.536883 + Penalty 3112.433380 = -1222760.103504
  nChanged 983
		SP:Iteration 3F (37759.690000 sec): 3 clusters
  Score: Raw -1226461.333615 + Penalty 3112.433380 = -1223348.900235
  nChanged 979
		SP:Iteration 4F (37759.900000 sec): 3 clusters
  Score: Raw -1227073.035256 + Penalty 3112.433380 = -1223960.601876
  nChanged 872
		SP:Iteration 5F (37760.140000 sec): 3 clusters
  Score: Raw -1227575.441164 + Penalty 3112.433380 = -1224463.007784
  nChanged 720
		SP:Iteration 6Q (37760.390000 sec): 3 clusters
  Score: Raw -1227945.933509 + Penalty 3112.433380 = -1224833.500129
  nChanged 621
		SP:Iteration 7Q (37760.610000 sec): 3 clusters
  Score: Raw -1228264.890205 + Penalty 3112.433380 = -1225152.456825
  nChanged 563
		SP:Iteration 8Q (37760.880000 sec): 3 clusters
  Score: Raw -1228529.744457 + Penalty 3112.433380 = -1225417.311077
  nChanged 480
		SP:Iteration 9Q (37761.080000 sec): 3 clusters
  Score: Raw -1228732.992978 + Penalty 3112.433380 = -1225620.559599
  nChanged 397
		SP:Iteration 10Q (37761.340000 sec): 3 clusters
  Score: Raw -1228882.470879 + Penalty 3112.433380 = -1225770.037499
  nChanged 320
		SP:Iteration 11Q (37761.640000 sec): 3 clusters
  Score: Raw -1229010.761839 + Penalty 3112.433380 = -1225898.328459
  nChanged 314
		SP:Iteration 12Q (37761.950000 sec): 3 clusters
  Score: Raw -1229127.290899 + Penalty 3112.433380 = -1226014.857520
  nChanged 258
		SP:Iteration 13Q (37762.190000 sec): 3 clusters
  Score: Raw -1229218.952706 + Penalty 3112.433380 = -1226106.519326
  nChanged 248
		SP:Iteration 14Q (37762.430000 sec): 3 clusters
  Score: Raw -1229304.118860 + Penalty 3112.433380 = -1226191.685480
  nChanged 222
		SP:Iteration 15Q (37762.710000 sec): 3 clusters
  Score: Raw -1229394.906803 + Penalty 3112.433380 = -1226282.473423
  nChanged 241
		SP:Iteration 16Q (37763.040000 sec): 3 clusters
  Score: Raw -1229500.574226 + Penalty 3112.433380 = -1226388.140846
  nChanged 210
		SP:Iteration 17Q (37763.360000 sec): 3 clusters
  Score: Raw -1229596.607741 + Penalty 3112.433380 = -1226484.174361
  nChanged 196
		SP:Iteration 18Q (37763.570000 sec): 3 clusters
  Score: Raw -1229690.454043 + Penalty 3112.433380 = -1226578.020663
  nChanged 191
		SP:Iteration 19Q (37763.910000 sec): 3 clusters
  Score: Raw -1229787.100439 + Penalty 3112.433380 = -1226674.667060
  nChanged 161
		SP:Iteration 20F (37764.120000 sec): 3 clusters
  Score: Raw -1229865.864615 + Penalty 3112.433380 = -1226753.431235
  nChanged 122
		SP:Iteration 21Q (37764.450000 sec): 3 clusters
  Score: Raw -1229918.791026 + Penalty 3112.433380 = -1226806.357646
  nChanged 97
		SP:Iteration 22Q (37764.690000 sec): 3 clusters
  Score: Raw -1229952.984215 + Penalty 3112.433380 = -1226840.550835
  nChanged 73
		SP:Iteration 23Q (37765.020000 sec): 3 clusters
  Score: Raw -1229980.049186 + Penalty 3112.433380 = -1226867.615806
  nChanged 56
		SP:Iteration 24Q (37765.290000 sec): 3 clusters
  Score: Raw -1230003.029770 + Penalty 3112.433380 = -1226890.596391
  nChanged 57
		SP:Iteration 25Q (37765.590000 sec): 3 clusters
  Score: Raw -1230023.525941 + Penalty 3112.433380 = -1226911.092561
  nChanged 49
		SP:Iteration 26Q (37765.850000 sec): 3 clusters
  Score: Raw -1230039.667548 + Penalty 3112.433380 = -1226927.234168
  nChanged 43
		SP:Iteration 27Q (37766.090000 sec): 3 clusters
  Score: Raw -1230057.323591 + Penalty 3112.433380 = -1226944.890211
  nChanged 42
		SP:Iteration 28Q (37766.380000 sec): 3 clusters
  Score: Raw -1230073.643691 + Penalty 3112.433380 = -1226961.210311
  nChanged 38
		SP:Iteration 29Q (37766.610000 sec): 3 clusters
  Score: Raw -1230093.199542 + Penalty 3112.433380 = -1226980.766162
  nChanged 41
		SP:Iteration 30Q (37766.900000 sec): 3 clusters
  Score: Raw -1230114.703626 + Penalty 3112.433380 = -1227002.270247
  nChanged 41
		SP:Iteration 31Q (37767.120000 sec): 3 clusters
  Score: Raw -1230134.857374 + Penalty 3112.433380 = -1227022.423995
  nChanged 33
		SP:Iteration 32Q (37767.370000 sec): 3 clusters
  Score: Raw -1230151.210457 + Penalty 3112.433380 = -1227038.777077
  nChanged 29
		SP:Iteration 33Q (37767.630000 sec): 3 clusters
  Score: Raw -1230166.829489 + Penalty 3112.433380 = -1227054.396109
  nChanged 29
		SP:Iteration 34Q (37767.930000 sec): 3 clusters
  Score: Raw -1230180.556209 + Penalty 3112.433380 = -1227068.122829
  nChanged 26
		SP:Iteration 35Q (37768.220000 sec): 3 clusters
  Score: Raw -1230192.797016 + Penalty 3112.433380 = -1227080.363636
  nChanged 20
		SP:Iteration 36Q (37768.490000 sec): 3 clusters
  Score: Raw -1230201.718894 + Penalty 3112.433380 = -1227089.285514
  nChanged 21
		SP:Iteration 37Q (37768.760000 sec): 3 clusters
  Score: Raw -1230209.684907 + Penalty 3112.433380 = -1227097.251528
  nChanged 19
		SP:Iteration 38Q (37768.970000 sec): 3 clusters
  Score: Raw -1230217.423994 + Penalty 3112.433380 = -1227104.990615
  nChanged 14
		SP:Iteration 39Q (37769.270000 sec): 3 clusters
  Score: Raw -1230223.835290 + Penalty 3112.433380 = -1227111.401911
  nChanged 20
		SP:Iteration 40F (37769.530000 sec): 3 clusters
  Score: Raw -1230233.481453 + Penalty 3112.433380 = -1227121.048074
  nChanged 19
		SP:Iteration 41Q (37769.840000 sec): 3 clusters
  Score: Raw -1230243.990042 + Penalty 3112.433380 = -1227131.556663
  nChanged 21
		SP:Iteration 42Q (37770.110000 sec): 3 clusters
  Score: Raw -1230255.373590 + Penalty 3112.433380 = -1227142.940210
  nChanged 15
		SP:Iteration 43Q (37770.340000 sec): 3 clusters
  Score: Raw -1230262.952996 + Penalty 3112.433380 = -1227150.519616
  nChanged 11
		SP:Iteration 44Q (37770.640000 sec): 3 clusters
  Score: Raw -1230267.676814 + Penalty 3112.433380 = -1227155.243435
  nChanged 8
		SP:Iteration 45Q (37770.870000 sec): 3 clusters
  Score: Raw -1230272.074441 + Penalty 3112.433380 = -1227159.641062
  nChanged 9
		SP:Iteration 46Q (37771.160000 sec): 3 clusters
  Score: Raw -1230276.668581 + Penalty 3112.433380 = -1227164.235201
  nChanged 8
		SP:Iteration 47Q (37771.360000 sec): 3 clusters
  Score: Raw -1230279.645325 + Penalty 3112.433380 = -1227167.211945
  nChanged 6
		SP:Iteration 48Q (37771.610000 sec): 3 clusters
  Score: Raw -1230283.069173 + Penalty 3112.433380 = -1227170.635794
  nChanged 10
		SP:Iteration 49Q (37771.870000 sec): 3 clusters
  Score: Raw -1230287.198589 + Penalty 3112.433380 = -1227174.765209
  nChanged 8
		SP:Iteration 50Q (37772.110000 sec): 3 clusters
  Score: Raw -1230290.532811 + Penalty 3112.433380 = -1227178.099431
  nChanged 3
		SP:Iteration 51Q (37772.390000 sec): 3 clusters
  Score: Raw -1230291.755895 + Penalty 3112.433380 = -1227179.322515
  nChanged 4
		SP:Iteration 52Q (37772.590000 sec): 3 clusters
  Score: Raw -1230294.897289 + Penalty 3112.433380 = -1227182.463910
  nChanged 3
		SP:Iteration 53Q (37772.880000 sec): 3 clusters
  Score: Raw -1230296.210375 + Penalty 3112.433380 = -1227183.776995
  nChanged 3
		SP:Iteration 54Q (37773.100000 sec): 3 clusters
  Score: Raw -1230297.442247 + Penalty 3112.433380 = -1227185.008867
  nChanged 0
		SP:Iteration 55F (37773.360000 sec): 3 clusters
  Score: Raw -1230297.442247 + Penalty 3112.433380 = -1227185.008867
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 9 (24022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37773.550000 sec): 2 clusters
  Score: Raw -2098045.647941 + Penalty 1639.092870 = -2096406.555070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37773.840000 sec): 3 clusters
  Score: Raw -2083372.866545 + Penalty 3278.185741 = -2080094.680804
  nChanged 11028
		SP:Iteration 1F (37774.100000 sec): 3 clusters
  Score: Raw -2090040.139696 + Penalty 3278.185741 = -2086761.953955
  nChanged 1614
		SP:Iteration 2F (37774.370000 sec): 3 clusters
  Score: Raw -2090904.955552 + Penalty 3278.185741 = -2087626.769811
  nChanged 1644
		SP:Iteration 3F (37774.680000 sec): 3 clusters
  Score: Raw -2091918.769222 + Penalty 3278.185741 = -2088640.583481
  nChanged 1664
		SP:Iteration 4F (37774.970000 sec): 3 clusters
  Score: Raw -2093066.718159 + Penalty 3278.185741 = -2089788.532418
  nChanged 1640
		SP:Iteration 5F (37775.260000 sec): 3 clusters
  Score: Raw -2094295.420903 + Penalty 3278.185741 = -2091017.235162
  nChanged 1447
		SP:Iteration 6F (37775.570000 sec): 3 clusters
  Score: Raw -2095509.269164 + Penalty 3278.185741 = -2092231.083424
  nChanged 1189
		SP:Iteration 7Q (37775.830000 sec): 3 clusters
  Score: Raw -2096614.932684 + Penalty 3278.185741 = -2093336.746943
  nChanged 924
		SP:Iteration 8Q (37776.200000 sec): 3 clusters
  Score: Raw -2097399.770271 + Penalty 3278.185741 = -2094121.584530
  nChanged 704
		SP:Iteration 9Q (37776.510000 sec): 3 clusters
  Score: Raw -2097871.394951 + Penalty 3278.185741 = -2094593.209211
  nChanged 450
		SP:Iteration 10Q (37776.820000 sec): 3 clusters
  Score: Raw -2098136.876804 + Penalty 3278.185741 = -2094858.691064
  nChanged 323
		SP:Iteration 11Q (37777.130000 sec): 3 clusters
  Score: Raw -2098291.802254 + Penalty 3278.185741 = -2095013.616514
  nChanged 214
		SP:Iteration 12Q (37777.450000 sec): 3 clusters
  Score: Raw -2098378.314388 + Penalty 3278.185741 = -2095100.128647
  nChanged 180
		SP:Iteration 13Q (37777.710000 sec): 3 clusters
  Score: Raw -2098432.360499 + Penalty 3278.185741 = -2095154.174758
  nChanged 147
		SP:Iteration 14Q (37777.960000 sec): 3 clusters
  Score: Raw -2098473.611696 + Penalty 3278.185741 = -2095195.425955
  nChanged 119
		SP:Iteration 15Q (37778.210000 sec): 3 clusters
  Score: Raw -2098507.129468 + Penalty 3278.185741 = -2095228.943727
  nChanged 100
		SP:Iteration 16Q (37778.540000 sec): 3 clusters
  Score: Raw -2098531.332959 + Penalty 3278.185741 = -2095253.147218
  nChanged 89
		SP:Iteration 17Q (37778.810000 sec): 3 clusters
  Score: Raw -2098548.764855 + Penalty 3278.185741 = -2095270.579114
  nChanged 80
		SP:Iteration 18Q (37779.070000 sec): 3 clusters
  Score: Raw -2098563.997839 + Penalty 3278.185741 = -2095285.812098
  nChanged 77
		SP:Iteration 19Q (37779.380000 sec): 3 clusters
  Score: Raw -2098579.930803 + Penalty 3278.185741 = -2095301.745062
  nChanged 75
		SP:Iteration 20F (37779.640000 sec): 3 clusters
  Score: Raw -2098595.170979 + Penalty 3278.185741 = -2095316.985238
  nChanged 74
		SP:Iteration 21Q (37779.910000 sec): 3 clusters
  Score: Raw -2098609.542672 + Penalty 3278.185741 = -2095331.356931
  nChanged 65
		SP:Iteration 22Q (37780.200000 sec): 3 clusters
  Score: Raw -2098619.840209 + Penalty 3278.185741 = -2095341.654468
  nChanged 48
		SP:Iteration 23Q (37780.490000 sec): 3 clusters
  Score: Raw -2098628.088330 + Penalty 3278.185741 = -2095349.902589
  nChanged 50
		SP:Iteration 24Q (37780.780000 sec): 3 clusters
  Score: Raw -2098637.233380 + Penalty 3278.185741 = -2095359.047639
  nChanged 39
		SP:Iteration 25Q (37781.020000 sec): 3 clusters
  Score: Raw -2098642.315670 + Penalty 3278.185741 = -2095364.129929
  nChanged 34
		SP:Iteration 26Q (37781.290000 sec): 3 clusters
  Score: Raw -2098646.180156 + Penalty 3278.185741 = -2095367.994415
  nChanged 25
		SP:Iteration 27Q (37781.570000 sec): 3 clusters
  Score: Raw -2098648.597097 + Penalty 3278.185741 = -2095370.411356
  nChanged 13
		SP:Iteration 28Q (37781.820000 sec): 3 clusters
  Score: Raw -2098649.794152 + Penalty 3278.185741 = -2095371.608411
  nChanged 14
		SP:Iteration 29Q (37782.080000 sec): 3 clusters
  Score: Raw -2098651.147168 + Penalty 3278.185741 = -2095372.961427
  nChanged 13
		SP:Iteration 30Q (37782.290000 sec): 3 clusters
  Score: Raw -2098652.744816 + Penalty 3278.185741 = -2095374.559075
  nChanged 16
		SP:Iteration 31Q (37782.560000 sec): 3 clusters
  Score: Raw -2098654.451131 + Penalty 3278.185741 = -2095376.265390
  nChanged 14
		SP:Iteration 32Q (37782.870000 sec): 3 clusters
  Score: Raw -2098655.685205 + Penalty 3278.185741 = -2095377.499464
  nChanged 13
		SP:Iteration 33Q (37783.160000 sec): 3 clusters
  Score: Raw -2098656.621033 + Penalty 3278.185741 = -2095378.435292
  nChanged 7
		SP:Iteration 34Q (37783.490000 sec): 3 clusters
  Score: Raw -2098657.223686 + Penalty 3278.185741 = -2095379.037945
  nChanged 9
		SP:Iteration 35Q (37783.800000 sec): 3 clusters
  Score: Raw -2098657.845780 + Penalty 3278.185741 = -2095379.660039
  nChanged 9
		SP:Iteration 36Q (37784.110000 sec): 3 clusters
  Score: Raw -2098658.626547 + Penalty 3278.185741 = -2095380.440806
  nChanged 12
		SP:Iteration 37Q (37784.420000 sec): 3 clusters
  Score: Raw -2098659.857815 + Penalty 3278.185741 = -2095381.672075
  nChanged 16
		SP:Iteration 38Q (37784.720000 sec): 3 clusters
  Score: Raw -2098661.326919 + Penalty 3278.185741 = -2095383.141178
  nChanged 12
		SP:Iteration 39Q (37785.040000 sec): 3 clusters
  Score: Raw -2098662.385303 + Penalty 3278.185741 = -2095384.199562
  nChanged 11
		SP:Iteration 40F (37785.340000 sec): 3 clusters
  Score: Raw -2098663.299445 + Penalty 3278.185741 = -2095385.113705
  nChanged 11
		SP:Iteration 41Q (37785.700000 sec): 3 clusters
  Score: Raw -2098663.863594 + Penalty 3278.185741 = -2095385.677854
  nChanged 6
		SP:Iteration 42Q (37786.000000 sec): 3 clusters
  Score: Raw -2098664.309485 + Penalty 3278.185741 = -2095386.123744
  nChanged 4
		SP:Iteration 43Q (37786.280000 sec): 3 clusters
  Score: Raw -2098664.617131 + Penalty 3278.185741 = -2095386.431390
  nChanged 4
		SP:Iteration 44Q (37786.560000 sec): 3 clusters
  Score: Raw -2098664.950854 + Penalty 3278.185741 = -2095386.765114
  nChanged 6
		SP:Iteration 45Q (37786.780000 sec): 3 clusters
  Score: Raw -2098665.594733 + Penalty 3278.185741 = -2095387.408992
  nChanged 4
		SP:Iteration 46Q (37787.090000 sec): 3 clusters
  Score: Raw -2098665.874850 + Penalty 3278.185741 = -2095387.689110
  nChanged 4
		SP:Iteration 47Q (37787.350000 sec): 3 clusters
  Score: Raw -2098666.293727 + Penalty 3278.185741 = -2095388.107986
  nChanged 4
		SP:Iteration 48Q (37787.670000 sec): 3 clusters
  Score: Raw -2098666.624461 + Penalty 3278.185741 = -2095388.438720
  nChanged 4
		SP:Iteration 49Q (37787.970000 sec): 3 clusters
  Score: Raw -2098666.908272 + Penalty 3278.185741 = -2095388.722531
  nChanged 8
		SP:Iteration 50Q (37788.220000 sec): 3 clusters
  Score: Raw -2098667.513237 + Penalty 3278.185741 = -2095389.327496
  nChanged 8
		SP:Iteration 51Q (37788.510000 sec): 3 clusters
  Score: Raw -2098668.062788 + Penalty 3278.185741 = -2095389.877048
  nChanged 6
		SP:Iteration 52Q (37788.820000 sec): 3 clusters
  Score: Raw -2098668.702115 + Penalty 3278.185741 = -2095390.516374
  nChanged 5
		SP:Iteration 53Q (37789.080000 sec): 3 clusters
  Score: Raw -2098669.101737 + Penalty 3278.185741 = -2095390.915996
  nChanged 5
		SP:Iteration 54Q (37789.360000 sec): 3 clusters
  Score: Raw -2098669.478203 + Penalty 3278.185741 = -2095391.292463
  nChanged 5
		SP:Iteration 55Q (37789.650000 sec): 3 clusters
  Score: Raw -2098669.812225 + Penalty 3278.185741 = -2095391.626484
  nChanged 3
		SP:Iteration 56Q (37789.930000 sec): 3 clusters
  Score: Raw -2098669.968605 + Penalty 3278.185741 = -2095391.782865
  nChanged 2
		SP:Iteration 57Q (37790.230000 sec): 3 clusters
  Score: Raw -2098670.111372 + Penalty 3278.185741 = -2095391.925632
  nChanged 2
		SP:Iteration 58Q (37790.490000 sec): 3 clusters
  Score: Raw -2098670.375560 + Penalty 3278.185741 = -2095392.189819
  nChanged 3
		SP:Iteration 59Q (37790.760000 sec): 3 clusters
  Score: Raw -2098670.678007 + Penalty 3278.185741 = -2095392.492266
  nChanged 4
		SP:Iteration 60F (37791.060000 sec): 3 clusters
  Score: Raw -2098671.032475 + Penalty 3278.185741 = -2095392.846735
  nChanged 3
		SP:Iteration 61Q (37791.310000 sec): 3 clusters
  Score: Raw -2098671.160372 + Penalty 3278.185741 = -2095392.974632
  nChanged 1
		SP:Iteration 62Q (37791.580000 sec): 3 clusters
  Score: Raw -2098671.246050 + Penalty 3278.185741 = -2095393.060309
  nChanged 3
		SP:Iteration 63Q (37791.880000 sec): 3 clusters
  Score: Raw -2098671.584511 + Penalty 3278.185741 = -2095393.398770
  nChanged 5
		SP:Iteration 64Q (37792.180000 sec): 3 clusters
  Score: Raw -2098672.110599 + Penalty 3278.185741 = -2095393.924859
  nChanged 2
		SP:Iteration 65Q (37792.460000 sec): 3 clusters
  Score: Raw -2098672.385050 + Penalty 3278.185741 = -2095394.199310
  nChanged 2
		SP:Iteration 66Q (37792.730000 sec): 3 clusters
  Score: Raw -2098672.479300 + Penalty 3278.185741 = -2095394.293559
  nChanged 2
		SP:Iteration 67Q (37793.020000 sec): 3 clusters
  Score: Raw -2098672.537545 + Penalty 3278.185741 = -2095394.351804
  nChanged 0
		SP:Iteration 68F (37793.290000 sec): 3 clusters
  Score: Raw -2098672.537545 + Penalty 3278.185741 = -2095394.351804
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 10 (16504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37793.450000 sec): 2 clusters
  Score: Raw -1431969.181194 + Penalty 1578.095684 = -1430391.085510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37793.700000 sec): 3 clusters
  Score: Raw -1422192.837120 + Penalty 3156.191368 = -1419036.645753
  nChanged 7320
		SP:Iteration 1F (37793.930000 sec): 3 clusters
  Score: Raw -1426166.968442 + Penalty 3156.191368 = -1423010.777074
  nChanged 801
		SP:Iteration 2Q (37794.160000 sec): 3 clusters
  Score: Raw -1426426.251047 + Penalty 3156.191368 = -1423270.059679
  nChanged 644
		SP:Iteration 3Q (37794.430000 sec): 3 clusters
  Score: Raw -1426629.963635 + Penalty 3156.191368 = -1423473.772268
  nChanged 630
		SP:Iteration 4Q (37794.670000 sec): 3 clusters
  Score: Raw -1426843.109726 + Penalty 3156.191368 = -1423686.918359
  nChanged 638
		SP:Iteration 5Q (37794.960000 sec): 3 clusters
  Score: Raw -1427063.637321 + Penalty 3156.191368 = -1423907.445953
  nChanged 633
		SP:Iteration 6Q (37795.180000 sec): 3 clusters
  Score: Raw -1427297.354263 + Penalty 3156.191368 = -1424141.162895
  nChanged 648
		SP:Iteration 7Q (37795.460000 sec): 3 clusters
  Score: Raw -1427568.304932 + Penalty 3156.191368 = -1424412.113565
  nChanged 716
		SP:Iteration 8Q (37795.720000 sec): 3 clusters
  Score: Raw -1427941.546203 + Penalty 3156.191368 = -1424785.354835
  nChanged 835
		SP:Iteration 9F (37795.970000 sec): 3 clusters
  Score: Raw -1428449.647489 + Penalty 3156.191368 = -1425293.456121
  nChanged 924
		SP:Iteration 10F (37796.250000 sec): 3 clusters
  Score: Raw -1429161.759215 + Penalty 3156.191368 = -1426005.567847
  nChanged 1006
		SP:Iteration 11F (37796.460000 sec): 3 clusters
  Score: Raw -1430073.356368 + Penalty 3156.191368 = -1426917.165001
  nChanged 866
		SP:Iteration 12F (37796.720000 sec): 3 clusters
  Score: Raw -1430932.331674 + Penalty 3156.191368 = -1427776.140306
  nChanged 606
		SP:Iteration 13Q (37796.980000 sec): 3 clusters
  Score: Raw -1431500.499104 + Penalty 3156.191368 = -1428344.307736
  nChanged 384
		SP:Iteration 14Q (37797.240000 sec): 3 clusters
  Score: Raw -1431850.685434 + Penalty 3156.191368 = -1428694.494066
  nChanged 254
		SP:Iteration 15Q (37797.480000 sec): 3 clusters
  Score: Raw -1432057.361049 + Penalty 3156.191368 = -1428901.169681
  nChanged 193
		SP:Iteration 16Q (37797.740000 sec): 3 clusters
  Score: Raw -1432203.891727 + Penalty 3156.191368 = -1429047.700359
  nChanged 148
		SP:Iteration 17Q (37798.000000 sec): 3 clusters
  Score: Raw -1432298.487435 + Penalty 3156.191368 = -1429142.296067
  nChanged 100
		SP:Iteration 18Q (37798.260000 sec): 3 clusters
  Score: Raw -1432362.807064 + Penalty 3156.191368 = -1429206.615696
  nChanged 81
		SP:Iteration 19Q (37798.540000 sec): 3 clusters
  Score: Raw -1432411.148603 + Penalty 3156.191368 = -1429254.957235
  nChanged 69
		SP:Iteration 20F (37798.820000 sec): 3 clusters
  Score: Raw -1432449.294450 + Penalty 3156.191368 = -1429293.103082
  nChanged 53
		SP:Iteration 21Q (37799.060000 sec): 3 clusters
  Score: Raw -1432479.388193 + Penalty 3156.191368 = -1429323.196825
  nChanged 27
		SP:Iteration 22Q (37799.320000 sec): 3 clusters
  Score: Raw -1432492.759627 + Penalty 3156.191368 = -1429336.568259
  nChanged 20
		SP:Iteration 23Q (37799.580000 sec): 3 clusters
  Score: Raw -1432501.456163 + Penalty 3156.191368 = -1429345.264795
  nChanged 17
		SP:Iteration 24Q (37799.820000 sec): 3 clusters
  Score: Raw -1432510.705534 + Penalty 3156.191368 = -1429354.514167
  nChanged 19
		SP:Iteration 25Q (37800.100000 sec): 3 clusters
  Score: Raw -1432522.103116 + Penalty 3156.191368 = -1429365.911748
  nChanged 26
		SP:Iteration 26Q (37800.350000 sec): 3 clusters
  Score: Raw -1432534.612079 + Penalty 3156.191368 = -1429378.420711
  nChanged 27
		SP:Iteration 27Q (37800.590000 sec): 3 clusters
  Score: Raw -1432548.266224 + Penalty 3156.191368 = -1429392.074857
  nChanged 14
		SP:Iteration 28Q (37800.780000 sec): 3 clusters
  Score: Raw -1432554.632986 + Penalty 3156.191368 = -1429398.441618
  nChanged 16
		SP:Iteration 29Q (37801.010000 sec): 3 clusters
  Score: Raw -1432560.782577 + Penalty 3156.191368 = -1429404.591209
  nChanged 13
		SP:Iteration 30Q (37801.260000 sec): 3 clusters
  Score: Raw -1432564.435304 + Penalty 3156.191368 = -1429408.243936
  nChanged 15
		SP:Iteration 31Q (37801.490000 sec): 3 clusters
  Score: Raw -1432569.592843 + Penalty 3156.191368 = -1429413.401476
  nChanged 11
		SP:Iteration 32Q (37801.760000 sec): 3 clusters
  Score: Raw -1432574.463919 + Penalty 3156.191368 = -1429418.272551
  nChanged 8
		SP:Iteration 33Q (37801.950000 sec): 3 clusters
  Score: Raw -1432576.986402 + Penalty 3156.191368 = -1429420.795034
  nChanged 6
		SP:Iteration 34Q (37802.230000 sec): 3 clusters
  Score: Raw -1432578.658406 + Penalty 3156.191368 = -1429422.467038
  nChanged 3
		SP:Iteration 35Q (37802.440000 sec): 3 clusters
  Score: Raw -1432579.808677 + Penalty 3156.191368 = -1429423.617310
  nChanged 5
		SP:Iteration 36Q (37802.700000 sec): 3 clusters
  Score: Raw -1432581.987252 + Penalty 3156.191368 = -1429425.795884
  nChanged 6
		SP:Iteration 37Q (37802.910000 sec): 3 clusters
  Score: Raw -1432583.550080 + Penalty 3156.191368 = -1429427.358712
  nChanged 4
		SP:Iteration 38Q (37803.150000 sec): 3 clusters
  Score: Raw -1432584.770848 + Penalty 3156.191368 = -1429428.579480
  nChanged 1
		SP:Iteration 39Q (37803.320000 sec): 3 clusters
  Score: Raw -1432585.296339 + Penalty 3156.191368 = -1429429.104971
  nChanged 1
		SP:Iteration 40F (37803.560000 sec): 3 clusters
  Score: Raw -1432585.466541 + Penalty 3156.191368 = -1429429.275173
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 11 (81333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37804.030000 sec): 2 clusters
  Score: Raw -7253008.298287 + Penalty 1837.274907 = -7251171.023381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37804.580000 sec): 3 clusters
  Score: Raw -7200313.478813 + Penalty 3674.549813 = -7196638.928999
  nChanged 38855
		SP:Iteration 1F (37805.090000 sec): 3 clusters
  Score: Raw -7222344.286970 + Penalty 3674.549813 = -7218669.737157
  nChanged 2938
		SP:Iteration 2Q (37805.690000 sec): 3 clusters
  Score: Raw -7223286.100583 + Penalty 3674.549813 = -7219611.550770
  nChanged 3202
		SP:Iteration 3Q (37806.240000 sec): 3 clusters
  Score: Raw -7224645.317139 + Penalty 3674.549813 = -7220970.767326
  nChanged 3715
		SP:Iteration 4Q (37806.850000 sec): 3 clusters
  Score: Raw -7226779.459371 + Penalty 3674.549813 = -7223104.909558
  nChanged 4470
		SP:Iteration 5F (37807.350000 sec): 3 clusters
  Score: Raw -7230090.011201 + Penalty 3674.549813 = -7226415.461388
  nChanged 5243
		SP:Iteration 6F (37807.890000 sec): 3 clusters
  Score: Raw -7234419.645841 + Penalty 3674.549813 = -7230745.096028
  nChanged 5524
		SP:Iteration 7F (37808.390000 sec): 3 clusters
  Score: Raw -7239334.866336 + Penalty 3674.549813 = -7235660.316523
  nChanged 5204
		SP:Iteration 8F (37808.890000 sec): 3 clusters
  Score: Raw -7244091.721000 + Penalty 3674.549813 = -7240417.171187
  nChanged 4476
		SP:Iteration 9F (37809.410000 sec): 3 clusters
  Score: Raw -7247778.510637 + Penalty 3674.549813 = -7244103.960823
  nChanged 3653
		SP:Iteration 10Q (37809.970000 sec): 3 clusters
  Score: Raw -7250273.573539 + Penalty 3674.549813 = -7246599.023726
  nChanged 2803
		SP:Iteration 11Q (37810.480000 sec): 3 clusters
  Score: Raw -7251776.121453 + Penalty 3674.549813 = -7248101.571640
  nChanged 2026
		SP:Iteration 12Q (37811.050000 sec): 3 clusters
  Score: Raw -7252617.816545 + Penalty 3674.549813 = -7248943.266732
  nChanged 1492
		SP:Iteration 13Q (37811.600000 sec): 3 clusters
  Score: Raw -7253119.530133 + Penalty 3674.549813 = -7249444.980320
  nChanged 1191
		SP:Iteration 14Q (37812.140000 sec): 3 clusters
  Score: Raw -7253481.861779 + Penalty 3674.549813 = -7249807.311966
  nChanged 957
		SP:Iteration 15Q (37812.710000 sec): 3 clusters
  Score: Raw -7253735.128778 + Penalty 3674.549813 = -7250060.578965
  nChanged 784
		SP:Iteration 16Q (37813.290000 sec): 3 clusters
  Score: Raw -7253908.505998 + Penalty 3674.549813 = -7250233.956185
  nChanged 603
		SP:Iteration 17Q (37813.810000 sec): 3 clusters
  Score: Raw -7254024.189055 + Penalty 3674.549813 = -7250349.639242
  nChanged 503
		SP:Iteration 18Q (37814.380000 sec): 3 clusters
  Score: Raw -7254115.910512 + Penalty 3674.549813 = -7250441.360699
  nChanged 444
		SP:Iteration 19Q (37814.950000 sec): 3 clusters
  Score: Raw -7254185.093474 + Penalty 3674.549813 = -7250510.543661
  nChanged 358
		SP:Iteration 20F (37815.500000 sec): 3 clusters
  Score: Raw -7254238.942586 + Penalty 3674.549813 = -7250564.392773
  nChanged 300
		SP:Iteration 21Q (37816.010000 sec): 3 clusters
  Score: Raw -7254278.395202 + Penalty 3674.549813 = -7250603.845389
  nChanged 241
		SP:Iteration 22Q (37816.510000 sec): 3 clusters
  Score: Raw -7254312.443752 + Penalty 3674.549813 = -7250637.893939
  nChanged 238
		SP:Iteration 23Q (37817.000000 sec): 3 clusters
  Score: Raw -7254347.677215 + Penalty 3674.549813 = -7250673.127402
  nChanged 224
		SP:Iteration 24Q (37817.500000 sec): 3 clusters
  Score: Raw -7254379.163504 + Penalty 3674.549813 = -7250704.613691
  nChanged 186
		SP:Iteration 25Q (37818.010000 sec): 3 clusters
  Score: Raw -7254399.958760 + Penalty 3674.549813 = -7250725.408947
  nChanged 150
		SP:Iteration 26Q (37818.490000 sec): 3 clusters
  Score: Raw -7254415.403905 + Penalty 3674.549813 = -7250740.854092
  nChanged 122
		SP:Iteration 27Q (37819.020000 sec): 3 clusters
  Score: Raw -7254428.784561 + Penalty 3674.549813 = -7250754.234747
  nChanged 118
		SP:Iteration 28Q (37819.520000 sec): 3 clusters
  Score: Raw -7254440.671344 + Penalty 3674.549813 = -7250766.121531
  nChanged 97
		SP:Iteration 29Q (37820.020000 sec): 3 clusters
  Score: Raw -7254449.932164 + Penalty 3674.549813 = -7250775.382351
  nChanged 86
		SP:Iteration 30Q (37820.530000 sec): 3 clusters
  Score: Raw -7254459.209056 + Penalty 3674.549813 = -7250784.659243
  nChanged 84
		SP:Iteration 31Q (37821.040000 sec): 3 clusters
  Score: Raw -7254466.552377 + Penalty 3674.549813 = -7250792.002564
  nChanged 72
		SP:Iteration 32Q (37821.520000 sec): 3 clusters
  Score: Raw -7254472.671058 + Penalty 3674.549813 = -7250798.121245
  nChanged 59
		SP:Iteration 33Q (37822.040000 sec): 3 clusters
  Score: Raw -7254477.939588 + Penalty 3674.549813 = -7250803.389775
  nChanged 69
		SP:Iteration 34Q (37822.540000 sec): 3 clusters
  Score: Raw -7254483.147929 + Penalty 3674.549813 = -7250808.598116
  nChanged 52
		SP:Iteration 35Q (37823.050000 sec): 3 clusters
  Score: Raw -7254487.065012 + Penalty 3674.549813 = -7250812.515199
  nChanged 47
		SP:Iteration 36Q (37823.540000 sec): 3 clusters
  Score: Raw -7254490.706193 + Penalty 3674.549813 = -7250816.156380
  nChanged 49
		SP:Iteration 37Q (37824.010000 sec): 3 clusters
  Score: Raw -7254494.542303 + Penalty 3674.549813 = -7250819.992490
  nChanged 38
		SP:Iteration 38Q (37824.440000 sec): 3 clusters
  Score: Raw -7254497.029955 + Penalty 3674.549813 = -7250822.480142
  nChanged 31
		SP:Iteration 39Q (37824.900000 sec): 3 clusters
  Score: Raw -7254499.276256 + Penalty 3674.549813 = -7250824.726443
  nChanged 37
		SP:Iteration 40F (37825.420000 sec): 3 clusters
  Score: Raw -7254502.266843 + Penalty 3674.549813 = -7250827.717030
  nChanged 37
		SP:Iteration 41Q (37825.900000 sec): 3 clusters
  Score: Raw -7254504.728345 + Penalty 3674.549813 = -7250830.178532
  nChanged 28
		SP:Iteration 42Q (37826.370000 sec): 3 clusters
  Score: Raw -7254506.701924 + Penalty 3674.549813 = -7250832.152111
  nChanged 26
		SP:Iteration 43Q (37826.830000 sec): 3 clusters
  Score: Raw -7254508.712698 + Penalty 3674.549813 = -7250834.162885
  nChanged 34
		SP:Iteration 44Q (37827.290000 sec): 3 clusters
  Score: Raw -7254511.083748 + Penalty 3674.549813 = -7250836.533935
  nChanged 22
		SP:Iteration 45Q (37827.800000 sec): 3 clusters
  Score: Raw -7254512.680420 + Penalty 3674.549813 = -7250838.130607
  nChanged 28
		SP:Iteration 46Q (37828.270000 sec): 3 clusters
  Score: Raw -7254514.659863 + Penalty 3674.549813 = -7250840.110049
  nChanged 18
		SP:Iteration 47Q (37828.750000 sec): 3 clusters
  Score: Raw -7254515.824245 + Penalty 3674.549813 = -7250841.274432
  nChanged 16
		SP:Iteration 48Q (37829.290000 sec): 3 clusters
  Score: Raw -7254516.832199 + Penalty 3674.549813 = -7250842.282386
  nChanged 22
		SP:Iteration 49Q (37829.800000 sec): 3 clusters
  Score: Raw -7254518.436982 + Penalty 3674.549813 = -7250843.887169
  nChanged 19
		SP:Iteration 50Q (37830.300000 sec): 3 clusters
  Score: Raw -7254519.704174 + Penalty 3674.549813 = -7250845.154361
  nChanged 13
		SP:Iteration 51Q (37830.770000 sec): 3 clusters
  Score: Raw -7254520.661771 + Penalty 3674.549813 = -7250846.111958
  nChanged 23
		SP:Iteration 52Q (37831.240000 sec): 3 clusters
  Score: Raw -7254522.124810 + Penalty 3674.549813 = -7250847.574997
  nChanged 16
		SP:Iteration 53Q (37831.710000 sec): 3 clusters
  Score: Raw -7254522.977019 + Penalty 3674.549813 = -7250848.427206
  nChanged 15
		SP:Iteration 54Q (37832.170000 sec): 3 clusters
  Score: Raw -7254523.904545 + Penalty 3674.549813 = -7250849.354732
  nChanged 15
		SP:Iteration 55Q (37832.650000 sec): 3 clusters
  Score: Raw -7254524.851800 + Penalty 3674.549813 = -7250850.301987
  nChanged 15
		SP:Iteration 56Q (37833.140000 sec): 3 clusters
  Score: Raw -7254525.751897 + Penalty 3674.549813 = -7250851.202084
  nChanged 11
		SP:Iteration 57Q (37833.640000 sec): 3 clusters
  Score: Raw -7254526.329142 + Penalty 3674.549813 = -7250851.779329
  nChanged 6
		SP:Iteration 58Q (37834.190000 sec): 3 clusters
  Score: Raw -7254526.646417 + Penalty 3674.549813 = -7250852.096604
  nChanged 6
		SP:Iteration 59Q (37834.700000 sec): 3 clusters
  Score: Raw -7254526.946063 + Penalty 3674.549813 = -7250852.396250
  nChanged 3
		SP:Iteration 60F (37835.240000 sec): 3 clusters
  Score: Raw -7254527.066667 + Penalty 3674.549813 = -7250852.516854
  nChanged 2
		SP:Iteration 61Q (37835.710000 sec): 3 clusters
  Score: Raw -7254527.146106 + Penalty 3674.549813 = -7250852.596293
  nChanged 0
		SP:Iteration 62F (37836.270000 sec): 3 clusters
  Score: Raw -7254527.146106 + Penalty 3674.549813 = -7250852.596293
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 12 (5824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37836.390000 sec): 2 clusters
  Score: Raw -498647.071384 + Penalty 1408.833171 = -497238.238213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37836.590000 sec): 3 clusters
  Score: Raw -495549.094059 + Penalty 2817.666342 = -492731.427717
  nChanged 2397
		SP:Iteration 1F (37836.750000 sec): 3 clusters
  Score: Raw -496885.605880 + Penalty 2817.666342 = -494067.939539
  nChanged 419
		SP:Iteration 2F (37836.970000 sec): 3 clusters
  Score: Raw -497112.108584 + Penalty 2817.666342 = -494294.442242
  nChanged 340
		SP:Iteration 3F (37837.120000 sec): 3 clusters
  Score: Raw -497301.500873 + Penalty 2817.666342 = -494483.834532
  nChanged 294
		SP:Iteration 4F (37837.290000 sec): 3 clusters
  Score: Raw -497465.580424 + Penalty 2817.666342 = -494647.914082
  nChanged 255
		SP:Iteration 5Q (37837.490000 sec): 3 clusters
  Score: Raw -497623.306228 + Penalty 2817.666342 = -494805.639886
  nChanged 257
		SP:Iteration 6Q (37837.710000 sec): 3 clusters
  Score: Raw -497792.691854 + Penalty 2817.666342 = -494975.025512
  nChanged 255
		SP:Iteration 7Q (37837.890000 sec): 3 clusters
  Score: Raw -497969.701589 + Penalty 2817.666342 = -495152.035247
  nChanged 221
		SP:Iteration 8Q (37838.080000 sec): 3 clusters
  Score: Raw -498123.465991 + Penalty 2817.666342 = -495305.799650
  nChanged 186
		SP:Iteration 9Q (37838.280000 sec): 3 clusters
  Score: Raw -498252.458612 + Penalty 2817.666342 = -495434.792270
  nChanged 153
		SP:Iteration 10Q (37838.430000 sec): 3 clusters
  Score: Raw -498364.586805 + Penalty 2817.666342 = -495546.920463
  nChanged 118
		SP:Iteration 11Q (37838.660000 sec): 3 clusters
  Score: Raw -498449.692823 + Penalty 2817.666342 = -495632.026481
  nChanged 137
		SP:Iteration 12Q (37838.820000 sec): 3 clusters
  Score: Raw -498546.506010 + Penalty 2817.666342 = -495728.839668
  nChanged 91
		SP:Iteration 13Q (37839.040000 sec): 3 clusters
  Score: Raw -498612.539256 + Penalty 2817.666342 = -495794.872915
  nChanged 77
		SP:Iteration 14Q (37839.250000 sec): 3 clusters
  Score: Raw -498669.846438 + Penalty 2817.666342 = -495852.180097
  nChanged 65
		SP:Iteration 15Q (37839.410000 sec): 3 clusters
  Score: Raw -498717.936741 + Penalty 2817.666342 = -495900.270399
  nChanged 43
		SP:Iteration 16Q (37839.610000 sec): 3 clusters
  Score: Raw -498745.302693 + Penalty 2817.666342 = -495927.636351
  nChanged 25
		SP:Iteration 17Q (37839.770000 sec): 3 clusters
  Score: Raw -498762.933961 + Penalty 2817.666342 = -495945.267620
  nChanged 25
		SP:Iteration 18Q (37839.960000 sec): 3 clusters
  Score: Raw -498788.640157 + Penalty 2817.666342 = -495970.973816
  nChanged 33
		SP:Iteration 19Q (37840.150000 sec): 3 clusters
  Score: Raw -498821.464492 + Penalty 2817.666342 = -496003.798150
  nChanged 26
		SP:Iteration 20F (37840.380000 sec): 3 clusters
  Score: Raw -498838.283177 + Penalty 2817.666342 = -496020.616835
  nChanged 11
		SP:Iteration 21Q (37840.550000 sec): 3 clusters
  Score: Raw -498847.073510 + Penalty 2817.666342 = -496029.407168
  nChanged 9
		SP:Iteration 22Q (37840.750000 sec): 3 clusters
  Score: Raw -498853.572748 + Penalty 2817.666342 = -496035.906406
  nChanged 10
		SP:Iteration 23Q (37840.900000 sec): 3 clusters
  Score: Raw -498859.867734 + Penalty 2817.666342 = -496042.201392
  nChanged 8
		SP:Iteration 24Q (37841.100000 sec): 3 clusters
  Score: Raw -498863.979891 + Penalty 2817.666342 = -496046.313550
  nChanged 3
		SP:Iteration 25Q (37841.290000 sec): 3 clusters
  Score: Raw -498865.662673 + Penalty 2817.666342 = -496047.996331
  nChanged 2
		SP:Iteration 26Q (37841.450000 sec): 3 clusters
  Score: Raw -498865.950666 + Penalty 2817.666342 = -496048.284325
  nChanged 0
		SP:Iteration 27F (37841.680000 sec): 3 clusters
  Score: Raw -498865.950666 + Penalty 2817.666342 = -496048.284325
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 13 (4955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37841.800000 sec): 2 clusters
  Score: Raw -391295.876671 + Penalty 1382.574773 = -389913.301898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37841.940000 sec): 3 clusters
  Score: Raw -388726.812366 + Penalty 2765.149545 = -385961.662821
  nChanged 2034
		SP:Iteration 1F (37842.120000 sec): 3 clusters
  Score: Raw -389819.246064 + Penalty 2765.149545 = -387054.096519
  nChanged 367
		SP:Iteration 2F (37842.310000 sec): 3 clusters
  Score: Raw -390015.824496 + Penalty 2765.149545 = -387250.674951
  nChanged 275
		SP:Iteration 3F (37842.530000 sec): 3 clusters
  Score: Raw -390173.327041 + Penalty 2765.149545 = -387408.177496
  nChanged 232
		SP:Iteration 4Q (37842.720000 sec): 3 clusters
  Score: Raw -390310.077674 + Penalty 2765.149545 = -387544.928129
  nChanged 221
		SP:Iteration 5Q (37842.880000 sec): 3 clusters
  Score: Raw -390432.943735 + Penalty 2765.149545 = -387667.794190
  nChanged 187
		SP:Iteration 6Q (37843.070000 sec): 3 clusters
  Score: Raw -390545.809640 + Penalty 2765.149545 = -387780.660094
  nChanged 177
		SP:Iteration 7Q (37843.250000 sec): 3 clusters
  Score: Raw -390663.843466 + Penalty 2765.149545 = -387898.693920
  nChanged 172
		SP:Iteration 8Q (37843.430000 sec): 3 clusters
  Score: Raw -390785.005704 + Penalty 2765.149545 = -388019.856159
  nChanged 199
		SP:Iteration 9Q (37843.590000 sec): 3 clusters
  Score: Raw -390919.518174 + Penalty 2765.149545 = -388154.368629
  nChanged 195
		SP:Iteration 10Q (37843.790000 sec): 3 clusters
  Score: Raw -391058.346120 + Penalty 2765.149545 = -388293.196575
  nChanged 186
		SP:Iteration 11Q (37843.940000 sec): 3 clusters
  Score: Raw -391204.688928 + Penalty 2765.149545 = -388439.539383
  nChanged 199
		SP:Iteration 12Q (37844.140000 sec): 3 clusters
  Score: Raw -391364.316406 + Penalty 2765.149545 = -388599.166861
  nChanged 192
		SP:Iteration 13Q (37844.300000 sec): 3 clusters
  Score: Raw -391521.131013 + Penalty 2765.149545 = -388755.981468
  nChanged 177
		SP:Iteration 14Q (37844.510000 sec): 3 clusters
  Score: Raw -391674.900019 + Penalty 2765.149545 = -388909.750473
  nChanged 157
		SP:Iteration 15Q (37844.700000 sec): 3 clusters
  Score: Raw -391800.315991 + Penalty 2765.149545 = -389035.166446
  nChanged 147
		SP:Iteration 16Q (37844.830000 sec): 3 clusters
  Score: Raw -391898.118533 + Penalty 2765.149545 = -389132.968988
  nChanged 105
		SP:Iteration 17Q (37845.000000 sec): 3 clusters
  Score: Raw -391965.488999 + Penalty 2765.149545 = -389200.339453
  nChanged 83
		SP:Iteration 18Q (37845.180000 sec): 3 clusters
  Score: Raw -392003.916630 + Penalty 2765.149545 = -389238.767085
  nChanged 61
		SP:Iteration 19Q (37845.360000 sec): 3 clusters
  Score: Raw -392033.834028 + Penalty 2765.149545 = -389268.684483
  nChanged 55
		SP:Iteration 20F (37845.520000 sec): 3 clusters
  Score: Raw -392056.928465 + Penalty 2765.149545 = -389291.778920
  nChanged 34
		SP:Iteration 21Q (37845.750000 sec): 3 clusters
  Score: Raw -392069.669011 + Penalty 2765.149545 = -389304.519466
  nChanged 33
		SP:Iteration 22Q (37845.910000 sec): 3 clusters
  Score: Raw -392084.711143 + Penalty 2765.149545 = -389319.561598
  nChanged 33
		SP:Iteration 23Q (37846.120000 sec): 3 clusters
  Score: Raw -392096.825297 + Penalty 2765.149545 = -389331.675752
  nChanged 26
		SP:Iteration 24Q (37846.280000 sec): 3 clusters
  Score: Raw -392106.995356 + Penalty 2765.149545 = -389341.845811
  nChanged 21
		SP:Iteration 25Q (37846.480000 sec): 3 clusters
  Score: Raw -392117.886050 + Penalty 2765.149545 = -389352.736505
  nChanged 25
		SP:Iteration 26Q (37846.670000 sec): 3 clusters
  Score: Raw -392128.396514 + Penalty 2765.149545 = -389363.246969
  nChanged 27
		SP:Iteration 27Q (37846.890000 sec): 3 clusters
  Score: Raw -392138.847500 + Penalty 2765.149545 = -389373.697955
  nChanged 24
		SP:Iteration 28Q (37847.050000 sec): 3 clusters
  Score: Raw -392146.928330 + Penalty 2765.149545 = -389381.778785
  nChanged 23
		SP:Iteration 29Q (37847.270000 sec): 3 clusters
  Score: Raw -392154.553124 + Penalty 2765.149545 = -389389.403579
  nChanged 18
		SP:Iteration 30Q (37847.470000 sec): 3 clusters
  Score: Raw -392160.983779 + Penalty 2765.149545 = -389395.834234
  nChanged 13
		SP:Iteration 31Q (37847.640000 sec): 3 clusters
  Score: Raw -392165.530917 + Penalty 2765.149545 = -389400.381372
  nChanged 11
		SP:Iteration 32Q (37847.850000 sec): 3 clusters
  Score: Raw -392168.286638 + Penalty 2765.149545 = -389403.137092
  nChanged 8
		SP:Iteration 33Q (37848.050000 sec): 3 clusters
  Score: Raw -392169.952297 + Penalty 2765.149545 = -389404.802752
  nChanged 7
		SP:Iteration 34Q (37848.200000 sec): 3 clusters
  Score: Raw -392171.999541 + Penalty 2765.149545 = -389406.849996
  nChanged 6
		SP:Iteration 35Q (37848.420000 sec): 3 clusters
  Score: Raw -392172.902350 + Penalty 2765.149545 = -389407.752805
  nChanged 1
		SP:Iteration 36Q (37848.580000 sec): 3 clusters
  Score: Raw -392173.117611 + Penalty 2765.149545 = -389407.968066
  nChanged 3
		SP:Iteration 37Q (37848.750000 sec): 3 clusters
  Score: Raw -392173.963177 + Penalty 2765.149545 = -389408.813632
  nChanged 3
		SP:Iteration 38Q (37848.980000 sec): 3 clusters
  Score: Raw -392174.508646 + Penalty 2765.149545 = -389409.359100
  nChanged 2
		SP:Iteration 39Q (37849.160000 sec): 3 clusters
  Score: Raw -392175.388296 + Penalty 2765.149545 = -389410.238751
  nChanged 5
		SP:Iteration 40F (37849.350000 sec): 3 clusters
  Score: Raw -392177.056831 + Penalty 2765.149545 = -389411.907286
  nChanged 6
		SP:Iteration 41Q (37849.490000 sec): 3 clusters
  Score: Raw -392177.918012 + Penalty 2765.149545 = -389412.768467
  nChanged 1
		SP:Iteration 42Q (37849.640000 sec): 3 clusters
  Score: Raw -392178.162334 + Penalty 2765.149545 = -389413.012789
  nChanged 1
		SP:Iteration 43Q (37849.800000 sec): 3 clusters
  Score: Raw -392178.434274 + Penalty 2765.149545 = -389413.284728
  nChanged 1
		SP:Iteration 44Q (37849.960000 sec): 3 clusters
  Score: Raw -392178.617917 + Penalty 2765.149545 = -389413.468372
  nChanged 0
		SP:Iteration 45F (37850.130000 sec): 3 clusters
  Score: Raw -392178.617917 + Penalty 2765.149545 = -389413.468372
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 14 (7413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37850.280000 sec): 2 clusters
  Score: Raw -629517.803770 + Penalty 1448.035955 = -628069.767815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37850.470000 sec): 3 clusters
  Score: Raw -625477.539476 + Penalty 2896.071911 = -622581.467565
  nChanged 3139
		SP:Iteration 1F (37850.670000 sec): 3 clusters
  Score: Raw -627198.588914 + Penalty 2896.071911 = -624302.517003
  nChanged 542
		SP:Iteration 2F (37850.840000 sec): 3 clusters
  Score: Raw -627473.866211 + Penalty 2896.071911 = -624577.794300
  nChanged 438
		SP:Iteration 3F (37851.040000 sec): 3 clusters
  Score: Raw -627682.724681 + Penalty 2896.071911 = -624786.652770
  nChanged 395
		SP:Iteration 4F (37851.230000 sec): 3 clusters
  Score: Raw -627892.296954 + Penalty 2896.071911 = -624996.225043
  nChanged 373
		SP:Iteration 5F (37851.410000 sec): 3 clusters
  Score: Raw -628099.447336 + Penalty 2896.071911 = -625203.375426
  nChanged 364
		SP:Iteration 6Q (37851.640000 sec): 3 clusters
  Score: Raw -628290.192077 + Penalty 2896.071911 = -625394.120166
  nChanged 341
		SP:Iteration 7Q (37851.850000 sec): 3 clusters
  Score: Raw -628469.340630 + Penalty 2896.071911 = -625573.268719
  nChanged 285
		SP:Iteration 8Q (37852.060000 sec): 3 clusters
  Score: Raw -628606.714747 + Penalty 2896.071911 = -625710.642836
  nChanged 236
		SP:Iteration 9Q (37852.280000 sec): 3 clusters
  Score: Raw -628726.716899 + Penalty 2896.071911 = -625830.644988
  nChanged 224
		SP:Iteration 10Q (37852.500000 sec): 3 clusters
  Score: Raw -628847.334773 + Penalty 2896.071911 = -625951.262863
  nChanged 201
		SP:Iteration 11Q (37852.700000 sec): 3 clusters
  Score: Raw -628953.321706 + Penalty 2896.071911 = -626057.249795
  nChanged 183
		SP:Iteration 12Q (37852.890000 sec): 3 clusters
  Score: Raw -629038.110453 + Penalty 2896.071911 = -626142.038542
  nChanged 144
		SP:Iteration 13Q (37853.050000 sec): 3 clusters
  Score: Raw -629102.087503 + Penalty 2896.071911 = -626206.015592
  nChanged 125
		SP:Iteration 14Q (37853.250000 sec): 3 clusters
  Score: Raw -629161.330975 + Penalty 2896.071911 = -626265.259064
  nChanged 101
		SP:Iteration 15Q (37853.440000 sec): 3 clusters
  Score: Raw -629206.772204 + Penalty 2896.071911 = -626310.700293
  nChanged 99
		SP:Iteration 16Q (37853.630000 sec): 3 clusters
  Score: Raw -629258.828941 + Penalty 2896.071911 = -626362.757030
  nChanged 104
		SP:Iteration 17Q (37853.850000 sec): 3 clusters
  Score: Raw -629308.622548 + Penalty 2896.071911 = -626412.550637
  nChanged 93
		SP:Iteration 18Q (37854.040000 sec): 3 clusters
  Score: Raw -629356.835923 + Penalty 2896.071911 = -626460.764012
  nChanged 89
		SP:Iteration 19Q (37854.250000 sec): 3 clusters
  Score: Raw -629394.218630 + Penalty 2896.071911 = -626498.146719
  nChanged 86
		SP:Iteration 20F (37854.450000 sec): 3 clusters
  Score: Raw -629441.905317 + Penalty 2896.071911 = -626545.833406
  nChanged 80
		SP:Iteration 21Q (37854.650000 sec): 3 clusters
  Score: Raw -629482.789376 + Penalty 2896.071911 = -626586.717465
  nChanged 72
		SP:Iteration 22Q (37854.830000 sec): 3 clusters
  Score: Raw -629511.732115 + Penalty 2896.071911 = -626615.660204
  nChanged 54
		SP:Iteration 23Q (37855.020000 sec): 3 clusters
  Score: Raw -629532.219384 + Penalty 2896.071911 = -626636.147474
  nChanged 48
		SP:Iteration 24Q (37855.260000 sec): 3 clusters
  Score: Raw -629552.907288 + Penalty 2896.071911 = -626656.835377
  nChanged 52
		SP:Iteration 25Q (37855.420000 sec): 3 clusters
  Score: Raw -629571.622701 + Penalty 2896.071911 = -626675.550790
  nChanged 35
		SP:Iteration 26Q (37855.620000 sec): 3 clusters
  Score: Raw -629584.824849 + Penalty 2896.071911 = -626688.752938
  nChanged 19
		SP:Iteration 27Q (37855.790000 sec): 3 clusters
  Score: Raw -629591.130741 + Penalty 2896.071911 = -626695.058830
  nChanged 17
		SP:Iteration 28Q (37855.920000 sec): 3 clusters
  Score: Raw -629599.466731 + Penalty 2896.071911 = -626703.394820
  nChanged 21
		SP:Iteration 29Q (37856.070000 sec): 3 clusters
  Score: Raw -629608.448576 + Penalty 2896.071911 = -626712.376665
  nChanged 14
		SP:Iteration 30Q (37856.290000 sec): 3 clusters
  Score: Raw -629616.520762 + Penalty 2896.071911 = -626720.448851
  nChanged 12
		SP:Iteration 31Q (37856.480000 sec): 3 clusters
  Score: Raw -629622.084512 + Penalty 2896.071911 = -626726.012601
  nChanged 9
		SP:Iteration 32Q (37856.640000 sec): 3 clusters
  Score: Raw -629624.895473 + Penalty 2896.071911 = -626728.823562
  nChanged 11
		SP:Iteration 33Q (37856.840000 sec): 3 clusters
  Score: Raw -629629.147575 + Penalty 2896.071911 = -626733.075665
  nChanged 16
		SP:Iteration 34Q (37857.020000 sec): 3 clusters
  Score: Raw -629634.306569 + Penalty 2896.071911 = -626738.234659
  nChanged 14
		SP:Iteration 35Q (37857.240000 sec): 3 clusters
  Score: Raw -629640.333646 + Penalty 2896.071911 = -626744.261735
  nChanged 14
		SP:Iteration 36Q (37857.410000 sec): 3 clusters
  Score: Raw -629645.769846 + Penalty 2896.071911 = -626749.697936
  nChanged 11
		SP:Iteration 37Q (37857.600000 sec): 3 clusters
  Score: Raw -629651.063762 + Penalty 2896.071911 = -626754.991851
  nChanged 7
		SP:Iteration 38Q (37857.840000 sec): 3 clusters
  Score: Raw -629653.075363 + Penalty 2896.071911 = -626757.003452
  nChanged 4
		SP:Iteration 39Q (37858.030000 sec): 3 clusters
  Score: Raw -629654.459713 + Penalty 2896.071911 = -626758.387802
  nChanged 4
		SP:Iteration 40F (37858.230000 sec): 3 clusters
  Score: Raw -629655.886757 + Penalty 2896.071911 = -626759.814846
  nChanged 5
		SP:Iteration 41Q (37858.400000 sec): 3 clusters
  Score: Raw -629657.409057 + Penalty 2896.071911 = -626761.337146
  nChanged 9
		SP:Iteration 42Q (37858.580000 sec): 3 clusters
  Score: Raw -629661.508652 + Penalty 2896.071911 = -626765.436741
  nChanged 6
		SP:Iteration 43Q (37858.800000 sec): 3 clusters
  Score: Raw -629663.159904 + Penalty 2896.071911 = -626767.087993
  nChanged 2
		SP:Iteration 44Q (37858.970000 sec): 3 clusters
  Score: Raw -629663.727822 + Penalty 2896.071911 = -626767.655911
  nChanged 3
		SP:Iteration 45Q (37859.180000 sec): 3 clusters
  Score: Raw -629665.083290 + Penalty 2896.071911 = -626769.011379
  nChanged 3
		SP:Iteration 46Q (37859.420000 sec): 3 clusters
  Score: Raw -629665.768778 + Penalty 2896.071911 = -626769.696867
  nChanged 4
		SP:Iteration 47Q (37859.580000 sec): 3 clusters
  Score: Raw -629667.773194 + Penalty 2896.071911 = -626771.701284
  nChanged 8
		SP:Iteration 48Q (37859.770000 sec): 3 clusters
  Score: Raw -629670.224731 + Penalty 2896.071911 = -626774.152820
  nChanged 4
		SP:Iteration 49Q (37860.010000 sec): 3 clusters
  Score: Raw -629671.578482 + Penalty 2896.071911 = -626775.506571
  nChanged 3
		SP:Iteration 50Q (37860.200000 sec): 3 clusters
  Score: Raw -629672.644697 + Penalty 2896.071911 = -626776.572786
  nChanged 4
		SP:Iteration 51Q (37860.350000 sec): 3 clusters
  Score: Raw -629673.789489 + Penalty 2896.071911 = -626777.717579
  nChanged 2
		SP:Iteration 52Q (37860.580000 sec): 3 clusters
  Score: Raw -629675.007927 + Penalty 2896.071911 = -626778.936016
  nChanged 4
		SP:Iteration 53Q (37860.750000 sec): 3 clusters
  Score: Raw -629676.596156 + Penalty 2896.071911 = -626780.524245
  nChanged 7
		SP:Iteration 54Q (37860.910000 sec): 3 clusters
  Score: Raw -629679.607767 + Penalty 2896.071911 = -626783.535856
  nChanged 4
		SP:Iteration 55Q (37861.090000 sec): 3 clusters
  Score: Raw -629681.159320 + Penalty 2896.071911 = -626785.087409
  nChanged 5
		SP:Iteration 56Q (37861.290000 sec): 3 clusters
  Score: Raw -629683.141919 + Penalty 2896.071911 = -626787.070009
  nChanged 5
		SP:Iteration 57Q (37861.500000 sec): 3 clusters
  Score: Raw -629685.358829 + Penalty 2896.071911 = -626789.286918
  nChanged 5
		SP:Iteration 58Q (37861.670000 sec): 3 clusters
  Score: Raw -629686.927437 + Penalty 2896.071911 = -626790.855526
  nChanged 3
		SP:Iteration 59Q (37861.890000 sec): 3 clusters
  Score: Raw -629687.715026 + Penalty 2896.071911 = -626791.643115
  nChanged 3
		SP:Iteration 60F (37862.120000 sec): 3 clusters
  Score: Raw -629688.331089 + Penalty 2896.071911 = -626792.259178
  nChanged 3
		SP:Iteration 61Q (37862.290000 sec): 3 clusters
  Score: Raw -629689.049029 + Penalty 2896.071911 = -626792.977119
  nChanged 2
		SP:Iteration 62Q (37862.480000 sec): 3 clusters
  Score: Raw -629689.584209 + Penalty 2896.071911 = -626793.512299
  nChanged 2
		SP:Iteration 63Q (37862.660000 sec): 3 clusters
  Score: Raw -629690.236288 + Penalty 2896.071911 = -626794.164378
  nChanged 1
		SP:Iteration 64Q (37862.900000 sec): 3 clusters
  Score: Raw -629690.628737 + Penalty 2896.071911 = -626794.556827
  nChanged 2
		SP:Iteration 65Q (37863.050000 sec): 3 clusters
  Score: Raw -629691.266677 + Penalty 2896.071911 = -626795.194767
  nChanged 2
		SP:Iteration 66Q (37863.230000 sec): 3 clusters
  Score: Raw -629691.851623 + Penalty 2896.071911 = -626795.779712
  nChanged 0
		SP:Iteration 67F (37863.410000 sec): 3 clusters
  Score: Raw -629691.851623 + Penalty 2896.071911 = -626795.779712
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 15 (43127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37863.700000 sec): 2 clusters
  Score: Raw -3807944.495421 + Penalty 1734.184486 = -3806210.310935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37864.060000 sec): 3 clusters
  Score: Raw -3780942.059052 + Penalty 3468.368972 = -3777473.690080
  nChanged 20003
		SP:Iteration 1F (37864.430000 sec): 3 clusters
  Score: Raw -3792210.001829 + Penalty 3468.368972 = -3788741.632857
  nChanged 1765
		SP:Iteration 2Q (37864.800000 sec): 3 clusters
  Score: Raw -3792700.880653 + Penalty 3468.368972 = -3789232.511681
  nChanged 1657
		SP:Iteration 3Q (37865.130000 sec): 3 clusters
  Score: Raw -3793226.616016 + Penalty 3468.368972 = -3789758.247044
  nChanged 1754
		SP:Iteration 4Q (37865.500000 sec): 3 clusters
  Score: Raw -3793890.612243 + Penalty 3468.368972 = -3790422.243270
  nChanged 1968
		SP:Iteration 5Q (37865.920000 sec): 3 clusters
  Score: Raw -3794785.801207 + Penalty 3468.368972 = -3791317.432235
  nChanged 2158
		SP:Iteration 6F (37866.260000 sec): 3 clusters
  Score: Raw -3795958.726545 + Penalty 3468.368972 = -3792490.357573
  nChanged 2338
		SP:Iteration 7F (37866.600000 sec): 3 clusters
  Score: Raw -3797491.985332 + Penalty 3468.368972 = -3794023.616360
  nChanged 2463
		SP:Iteration 8F (37866.940000 sec): 3 clusters
  Score: Raw -3799300.806532 + Penalty 3468.368972 = -3795832.437559
  nChanged 2364
		SP:Iteration 9F (37867.300000 sec): 3 clusters
  Score: Raw -3801064.908556 + Penalty 3468.368972 = -3797596.539583
  nChanged 1963
		SP:Iteration 10Q (37867.710000 sec): 3 clusters
  Score: Raw -3802494.853298 + Penalty 3468.368972 = -3799026.484326
  nChanged 1551
		SP:Iteration 11Q (37868.060000 sec): 3 clusters
  Score: Raw -3803556.490495 + Penalty 3468.368972 = -3800088.121523
  nChanged 1269
		SP:Iteration 12Q (37868.410000 sec): 3 clusters
  Score: Raw -3804398.066395 + Penalty 3468.368972 = -3800929.697423
  nChanged 1074
		SP:Iteration 13Q (37868.780000 sec): 3 clusters
  Score: Raw -3805125.117146 + Penalty 3468.368972 = -3801656.748174
  nChanged 911
		SP:Iteration 14Q (37869.120000 sec): 3 clusters
  Score: Raw -3805729.864101 + Penalty 3468.368972 = -3802261.495129
  nChanged 767
		SP:Iteration 15Q (37869.410000 sec): 3 clusters
  Score: Raw -3806262.118015 + Penalty 3468.368972 = -3802793.749043
  nChanged 636
		SP:Iteration 16Q (37869.780000 sec): 3 clusters
  Score: Raw -3806731.154216 + Penalty 3468.368972 = -3803262.785243
  nChanged 503
		SP:Iteration 17Q (37870.130000 sec): 3 clusters
  Score: Raw -3807091.319006 + Penalty 3468.368972 = -3803622.950034
  nChanged 401
		SP:Iteration 18Q (37870.470000 sec): 3 clusters
  Score: Raw -3807373.773476 + Penalty 3468.368972 = -3803905.404504
  nChanged 327
		SP:Iteration 19Q (37870.830000 sec): 3 clusters
  Score: Raw -3807602.084270 + Penalty 3468.368972 = -3804133.715297
  nChanged 225
		SP:Iteration 20F (37871.220000 sec): 3 clusters
  Score: Raw -3807749.320808 + Penalty 3468.368972 = -3804280.951836
  nChanged 158
		SP:Iteration 21Q (37871.500000 sec): 3 clusters
  Score: Raw -3807843.153944 + Penalty 3468.368972 = -3804374.784972
  nChanged 120
		SP:Iteration 22Q (37871.830000 sec): 3 clusters
  Score: Raw -3807918.368780 + Penalty 3468.368972 = -3804449.999807
  nChanged 93
		SP:Iteration 23Q (37872.220000 sec): 3 clusters
  Score: Raw -3807969.549410 + Penalty 3468.368972 = -3804501.180438
  nChanged 58
		SP:Iteration 24Q (37872.550000 sec): 3 clusters
  Score: Raw -3808006.226584 + Penalty 3468.368972 = -3804537.857612
  nChanged 50
		SP:Iteration 25Q (37872.930000 sec): 3 clusters
  Score: Raw -3808036.370771 + Penalty 3468.368972 = -3804568.001799
  nChanged 37
		SP:Iteration 26Q (37873.290000 sec): 3 clusters
  Score: Raw -3808063.251498 + Penalty 3468.368972 = -3804594.882526
  nChanged 34
		SP:Iteration 27Q (37873.680000 sec): 3 clusters
  Score: Raw -3808085.200749 + Penalty 3468.368972 = -3804616.831777
  nChanged 31
		SP:Iteration 28Q (37874.030000 sec): 3 clusters
  Score: Raw -3808110.194921 + Penalty 3468.368972 = -3804641.825949
  nChanged 35
		SP:Iteration 29Q (37874.350000 sec): 3 clusters
  Score: Raw -3808133.165566 + Penalty 3468.368972 = -3804664.796593
  nChanged 17
		SP:Iteration 30Q (37874.690000 sec): 3 clusters
  Score: Raw -3808145.110819 + Penalty 3468.368972 = -3804676.741846
  nChanged 19
		SP:Iteration 31Q (37875.070000 sec): 3 clusters
  Score: Raw -3808157.758529 + Penalty 3468.368972 = -3804689.389557
  nChanged 12
		SP:Iteration 32Q (37875.440000 sec): 3 clusters
  Score: Raw -3808165.982030 + Penalty 3468.368972 = -3804697.613058
  nChanged 6
		SP:Iteration 33Q (37875.790000 sec): 3 clusters
  Score: Raw -3808172.367180 + Penalty 3468.368972 = -3804703.998208
  nChanged 13
		SP:Iteration 34Q (37876.140000 sec): 3 clusters
  Score: Raw -3808184.620905 + Penalty 3468.368972 = -3804716.251933
  nChanged 12
		SP:Iteration 35Q (37876.450000 sec): 3 clusters
  Score: Raw -3808195.401753 + Penalty 3468.368972 = -3804727.032781
  nChanged 10
		SP:Iteration 36Q (37876.860000 sec): 3 clusters
  Score: Raw -3808202.779548 + Penalty 3468.368972 = -3804734.410576
  nChanged 6
		SP:Iteration 37Q (37877.180000 sec): 3 clusters
  Score: Raw -3808209.567871 + Penalty 3468.368972 = -3804741.198899
  nChanged 6
		SP:Iteration 38Q (37877.520000 sec): 3 clusters
  Score: Raw -3808213.929401 + Penalty 3468.368972 = -3804745.560429
  nChanged 5
		SP:Iteration 39Q (37877.870000 sec): 3 clusters
  Score: Raw -3808219.727281 + Penalty 3468.368972 = -3804751.358308
  nChanged 4
		SP:Iteration 40F (37878.200000 sec): 3 clusters
  Score: Raw -3808222.406186 + Penalty 3468.368972 = -3804754.037213
  nChanged 5
		SP:Iteration 41Q (37878.510000 sec): 3 clusters
  Score: Raw -3808226.811966 + Penalty 3468.368972 = -3804758.442994
  nChanged 4
		SP:Iteration 42Q (37878.880000 sec): 3 clusters
  Score: Raw -3808229.888591 + Penalty 3468.368972 = -3804761.519619
  nChanged 6
		SP:Iteration 43Q (37879.230000 sec): 3 clusters
  Score: Raw -3808234.098819 + Penalty 3468.368972 = -3804765.729847
  nChanged 4
		SP:Iteration 44Q (37879.580000 sec): 3 clusters
  Score: Raw -3808237.288258 + Penalty 3468.368972 = -3804768.919285
  nChanged 1
		SP:Iteration 45Q (37879.930000 sec): 3 clusters
  Score: Raw -3808237.907298 + Penalty 3468.368972 = -3804769.538326
  nChanged 1
		SP:Iteration 46Q (37880.320000 sec): 3 clusters
  Score: Raw -3808238.786608 + Penalty 3468.368972 = -3804770.417636
  nChanged 2
		SP:Iteration 47Q (37880.660000 sec): 3 clusters
  Score: Raw -3808240.555636 + Penalty 3468.368972 = -3804772.186664
  nChanged 0
		SP:Iteration 48F (37881.020000 sec): 3 clusters
  Score: Raw -3808240.555636 + Penalty 3468.368972 = -3804772.186664
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 16 (315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37881.130000 sec): 2 clusters
  Score: Raw -26248.493929 + Penalty 934.793054 = -25313.700875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37881.290000 sec): 3 clusters
  Score: Raw -26313.297255 + Penalty 1869.586108 = -24443.711148
  nChanged 81
		SP:Iteration 1F (37881.490000 sec): 3 clusters
  Score: Raw -26452.893431 + Penalty 1869.586108 = -24583.307324
  nChanged 15
		SP:Iteration 2Q (37881.680000 sec): 3 clusters
  Score: Raw -26477.361851 + Penalty 1869.586108 = -24607.775743
  nChanged 10
		SP:Iteration 3Q (37881.850000 sec): 3 clusters
  Score: Raw -26496.469699 + Penalty 1869.586108 = -24626.883591
  nChanged 7
		SP:Iteration 4Q (37882.040000 sec): 3 clusters
  Score: Raw -26508.722030 + Penalty 1869.586108 = -24639.135923
  nChanged 6
		SP:Iteration 5Q (37882.220000 sec): 3 clusters
  Score: Raw -26522.184983 + Penalty 1869.586108 = -24652.598876
  nChanged 6
		SP:Iteration 6Q (37882.420000 sec): 3 clusters
  Score: Raw -26544.076975 + Penalty 1869.586108 = -24674.490867
  nChanged 8
		SP:Iteration 7Q (37882.600000 sec): 3 clusters
  Score: Raw -26564.472998 + Penalty 1869.586108 = -24694.886890
  nChanged 6
		SP:Iteration 8Q (37882.810000 sec): 3 clusters
  Score: Raw -26574.599296 + Penalty 1869.586108 = -24705.013188
  nChanged 5
		SP:Iteration 9Q (37882.970000 sec): 3 clusters
  Score: Raw -26590.383078 + Penalty 1869.586108 = -24720.796970
  nChanged 6
		SP:Iteration 10Q (37883.160000 sec): 3 clusters
  Score: Raw -26616.223090 + Penalty 1869.586108 = -24746.636983
  nChanged 6
		SP:Iteration 11Q (37883.320000 sec): 3 clusters
  Score: Raw -26641.553503 + Penalty 1869.586108 = -24771.967395
  nChanged 2
		SP:Iteration 12Q (37883.560000 sec): 3 clusters
  Score: Raw -26647.929450 + Penalty 1869.586108 = -24778.343343
  nChanged 5
		SP:Iteration 13Q (37883.720000 sec): 3 clusters
  Score: Raw -26676.741945 + Penalty 1869.586108 = -24807.155838
  nChanged 4
		SP:Iteration 14Q (37883.930000 sec): 3 clusters
  Score: Raw -26684.656917 + Penalty 1869.586108 = -24815.070810
  nChanged 0
		SP:Iteration 15F (37884.100000 sec): 3 clusters
  Score: Raw -26686.881128 + Penalty 1869.586108 = -24817.295020
  nChanged 1
		SP:Iteration 16Q (37884.310000 sec): 3 clusters
  Score: Raw -26712.750421 + Penalty 1869.586108 = -24843.164314
  nChanged 1
		SP:Iteration 17Q (37884.480000 sec): 3 clusters
  Score: Raw -26716.028722 + Penalty 1869.586108 = -24846.442615
  nChanged 1
		SP:Iteration 18Q (37884.670000 sec): 3 clusters
  Score: Raw -26718.959125 + Penalty 1869.586108 = -24849.373017
  nChanged 2
		SP:Iteration 19Q (37884.820000 sec): 3 clusters
  Score: Raw -26722.432403 + Penalty 1869.586108 = -24852.846295
  nChanged 1
		SP:Iteration 20F (37884.970000 sec): 3 clusters
  Score: Raw -26751.940931 + Penalty 1869.586108 = -24882.354823
  nChanged 2
		SP:Iteration 21Q (37885.170000 sec): 3 clusters
  Score: Raw -26758.192758 + Penalty 1869.586108 = -24888.606650
  nChanged 1
		SP:Iteration 22Q (37885.320000 sec): 3 clusters
  Score: Raw -26761.483408 + Penalty 1869.586108 = -24891.897300
  nChanged 1
		SP:Iteration 23Q (37885.550000 sec): 3 clusters
  Score: Raw -26768.649667 + Penalty 1869.586108 = -24899.063560
  nChanged 1
		SP:Iteration 24Q (37885.740000 sec): 3 clusters
  Score: Raw -26775.680820 + Penalty 1869.586108 = -24906.094713
  nChanged 1
		SP:Iteration 25Q (37885.890000 sec): 3 clusters
  Score: Raw -26778.547615 + Penalty 1869.586108 = -24908.961507
  nChanged 0
		SP:Iteration 26F (37886.100000 sec): 3 clusters
  Score: Raw -26778.547615 + Penalty 1869.586108 = -24908.961507
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 17 (9324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37886.210000 sec): 2 clusters
  Score: Raw -709980.493454 + Penalty 1485.306388 = -708495.187066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37886.440000 sec): 3 clusters
  Score: Raw -704727.308274 + Penalty 2970.612775 = -701756.695499
  nChanged 4006
		SP:Iteration 1F (37886.630000 sec): 3 clusters
  Score: Raw -707043.063503 + Penalty 2970.612775 = -704072.450728
  nChanged 674
		SP:Iteration 2F (37886.830000 sec): 3 clusters
  Score: Raw -707465.510921 + Penalty 2970.612775 = -704494.898146
  nChanged 595
		SP:Iteration 3F (37887.060000 sec): 3 clusters
  Score: Raw -707834.341599 + Penalty 2970.612775 = -704863.728824
  nChanged 531
		SP:Iteration 4F (37887.310000 sec): 3 clusters
  Score: Raw -708156.011851 + Penalty 2970.612775 = -705185.399076
  nChanged 483
		SP:Iteration 5F (37887.550000 sec): 3 clusters
  Score: Raw -708432.856079 + Penalty 2970.612775 = -705462.243304
  nChanged 422
		SP:Iteration 6Q (37887.770000 sec): 3 clusters
  Score: Raw -708659.227553 + Penalty 2970.612775 = -705688.614778
  nChanged 373
		SP:Iteration 7Q (37888.000000 sec): 3 clusters
  Score: Raw -708848.623718 + Penalty 2970.612775 = -705878.010943
  nChanged 344
		SP:Iteration 8Q (37888.250000 sec): 3 clusters
  Score: Raw -709031.647575 + Penalty 2970.612775 = -706061.034800
  nChanged 326
		SP:Iteration 9Q (37888.470000 sec): 3 clusters
  Score: Raw -709221.189987 + Penalty 2970.612775 = -706250.577212
  nChanged 333
		SP:Iteration 10Q (37888.680000 sec): 3 clusters
  Score: Raw -709396.724285 + Penalty 2970.612775 = -706426.111509
  nChanged 315
		SP:Iteration 11Q (37888.930000 sec): 3 clusters
  Score: Raw -709539.487458 + Penalty 2970.612775 = -706568.874683
  nChanged 275
		SP:Iteration 12Q (37889.140000 sec): 3 clusters
  Score: Raw -709659.330788 + Penalty 2970.612775 = -706688.718013
  nChanged 239
		SP:Iteration 13Q (37889.370000 sec): 3 clusters
  Score: Raw -709762.608190 + Penalty 2970.612775 = -706791.995415
  nChanged 228
		SP:Iteration 14Q (37889.600000 sec): 3 clusters
  Score: Raw -709852.427662 + Penalty 2970.612775 = -706881.814887
  nChanged 194
		SP:Iteration 15Q (37889.800000 sec): 3 clusters
  Score: Raw -709914.341148 + Penalty 2970.612775 = -706943.728372
  nChanged 173
		SP:Iteration 16Q (37890.030000 sec): 3 clusters
  Score: Raw -709965.534689 + Penalty 2970.612775 = -706994.921914
  nChanged 138
		SP:Iteration 17Q (37890.270000 sec): 3 clusters
  Score: Raw -710007.567654 + Penalty 2970.612775 = -707036.954879
  nChanged 130
		SP:Iteration 18Q (37890.470000 sec): 3 clusters
  Score: Raw -710040.821496 + Penalty 2970.612775 = -707070.208721
  nChanged 100
		SP:Iteration 19Q (37890.680000 sec): 3 clusters
  Score: Raw -710066.151545 + Penalty 2970.612775 = -707095.538770
  nChanged 79
		SP:Iteration 20F (37890.910000 sec): 3 clusters
  Score: Raw -710085.656839 + Penalty 2970.612775 = -707115.044064
  nChanged 74
		SP:Iteration 21Q (37891.130000 sec): 3 clusters
  Score: Raw -710103.986285 + Penalty 2970.612775 = -707133.373510
  nChanged 82
		SP:Iteration 22Q (37891.340000 sec): 3 clusters
  Score: Raw -710131.729858 + Penalty 2970.612775 = -707161.117083
  nChanged 99
		SP:Iteration 23Q (37891.540000 sec): 3 clusters
  Score: Raw -710173.143092 + Penalty 2970.612775 = -707202.530317
  nChanged 121
		SP:Iteration 24Q (37891.740000 sec): 3 clusters
  Score: Raw -710223.145682 + Penalty 2970.612775 = -707252.532907
  nChanged 136
		SP:Iteration 25Q (37891.950000 sec): 3 clusters
  Score: Raw -710293.608854 + Penalty 2970.612775 = -707322.996079
  nChanged 149
		SP:Iteration 26Q (37892.160000 sec): 3 clusters
  Score: Raw -710368.445411 + Penalty 2970.612775 = -707397.832636
  nChanged 143
		SP:Iteration 27Q (37892.360000 sec): 3 clusters
  Score: Raw -710442.264897 + Penalty 2970.612775 = -707471.652121
  nChanged 136
		SP:Iteration 28Q (37892.570000 sec): 3 clusters
  Score: Raw -710505.477480 + Penalty 2970.612775 = -707534.864705
  nChanged 122
		SP:Iteration 29Q (37892.770000 sec): 3 clusters
  Score: Raw -710556.345345 + Penalty 2970.612775 = -707585.732570
  nChanged 108
		SP:Iteration 30Q (37892.960000 sec): 3 clusters
  Score: Raw -710603.460648 + Penalty 2970.612775 = -707632.847873
  nChanged 93
		SP:Iteration 31Q (37893.160000 sec): 3 clusters
  Score: Raw -710640.442616 + Penalty 2970.612775 = -707669.829841
  nChanged 90
		SP:Iteration 32Q (37893.370000 sec): 3 clusters
  Score: Raw -710675.835524 + Penalty 2970.612775 = -707705.222749
  nChanged 92
		SP:Iteration 33Q (37893.590000 sec): 3 clusters
  Score: Raw -710709.273715 + Penalty 2970.612775 = -707738.660940
  nChanged 96
		SP:Iteration 34Q (37893.790000 sec): 3 clusters
  Score: Raw -710743.592620 + Penalty 2970.612775 = -707772.979845
  nChanged 88
		SP:Iteration 35Q (37894.010000 sec): 3 clusters
  Score: Raw -710771.563944 + Penalty 2970.612775 = -707800.951169
  nChanged 75
		SP:Iteration 36Q (37894.210000 sec): 3 clusters
  Score: Raw -710795.091940 + Penalty 2970.612775 = -707824.479165
  nChanged 65
		SP:Iteration 37Q (37894.430000 sec): 3 clusters
  Score: Raw -710814.346349 + Penalty 2970.612775 = -707843.733574
  nChanged 51
		SP:Iteration 38Q (37894.630000 sec): 3 clusters
  Score: Raw -710830.588863 + Penalty 2970.612775 = -707859.976088
  nChanged 52
		SP:Iteration 39Q (37894.840000 sec): 3 clusters
  Score: Raw -710845.883180 + Penalty 2970.612775 = -707875.270405
  nChanged 53
		SP:Iteration 40F (37895.030000 sec): 3 clusters
  Score: Raw -710863.182796 + Penalty 2970.612775 = -707892.570021
  nChanged 55
		SP:Iteration 41Q (37895.270000 sec): 3 clusters
  Score: Raw -710883.928555 + Penalty 2970.612775 = -707913.315780
  nChanged 59
		SP:Iteration 42Q (37895.490000 sec): 3 clusters
  Score: Raw -710904.937864 + Penalty 2970.612775 = -707934.325089
  nChanged 55
		SP:Iteration 43Q (37895.680000 sec): 3 clusters
  Score: Raw -710920.859727 + Penalty 2970.612775 = -707950.246952
  nChanged 46
		SP:Iteration 44Q (37895.830000 sec): 3 clusters
  Score: Raw -710936.212001 + Penalty 2970.612775 = -707965.599226
  nChanged 40
		SP:Iteration 45Q (37896.040000 sec): 3 clusters
  Score: Raw -710947.789745 + Penalty 2970.612775 = -707977.176970
  nChanged 38
		SP:Iteration 46Q (37896.250000 sec): 3 clusters
  Score: Raw -710960.734530 + Penalty 2970.612775 = -707990.121755
  nChanged 38
		SP:Iteration 47Q (37896.470000 sec): 3 clusters
  Score: Raw -710973.257878 + Penalty 2970.612775 = -708002.645103
  nChanged 34
		SP:Iteration 48Q (37896.640000 sec): 3 clusters
  Score: Raw -710983.963132 + Penalty 2970.612775 = -708013.350357
  nChanged 42
		SP:Iteration 49Q (37896.860000 sec): 3 clusters
  Score: Raw -710998.208164 + Penalty 2970.612775 = -708027.595389
  nChanged 40
		SP:Iteration 50Q (37897.090000 sec): 3 clusters
  Score: Raw -711009.603666 + Penalty 2970.612775 = -708038.990891
  nChanged 26
		SP:Iteration 51Q (37897.260000 sec): 3 clusters
  Score: Raw -711016.456300 + Penalty 2970.612775 = -708045.843525
  nChanged 30
		SP:Iteration 52Q (37897.490000 sec): 3 clusters
  Score: Raw -711024.187209 + Penalty 2970.612775 = -708053.574434
  nChanged 27
		SP:Iteration 53Q (37897.690000 sec): 3 clusters
  Score: Raw -711031.027729 + Penalty 2970.612775 = -708060.414954
  nChanged 29
		SP:Iteration 54Q (37897.940000 sec): 3 clusters
  Score: Raw -711039.504113 + Penalty 2970.612775 = -708068.891338
  nChanged 37
		SP:Iteration 55Q (37898.130000 sec): 3 clusters
  Score: Raw -711049.256746 + Penalty 2970.612775 = -708078.643971
  nChanged 24
		SP:Iteration 56Q (37898.320000 sec): 3 clusters
  Score: Raw -711054.465279 + Penalty 2970.612775 = -708083.852504
  nChanged 17
		SP:Iteration 57Q (37898.540000 sec): 3 clusters
  Score: Raw -711058.905952 + Penalty 2970.612775 = -708088.293177
  nChanged 15
		SP:Iteration 58Q (37898.730000 sec): 3 clusters
  Score: Raw -711062.759841 + Penalty 2970.612775 = -708092.147066
  nChanged 16
		SP:Iteration 59Q (37898.950000 sec): 3 clusters
  Score: Raw -711066.926558 + Penalty 2970.612775 = -708096.313783
  nChanged 19
		SP:Iteration 60F (37899.140000 sec): 3 clusters
  Score: Raw -711073.100080 + Penalty 2970.612775 = -708102.487305
  nChanged 21
		SP:Iteration 61Q (37899.380000 sec): 3 clusters
  Score: Raw -711078.766668 + Penalty 2970.612775 = -708108.153893
  nChanged 21
		SP:Iteration 62Q (37899.570000 sec): 3 clusters
  Score: Raw -711084.527991 + Penalty 2970.612775 = -708113.915216
  nChanged 13
		SP:Iteration 63Q (37899.810000 sec): 3 clusters
  Score: Raw -711087.741378 + Penalty 2970.612775 = -708117.128602
  nChanged 16
		SP:Iteration 64Q (37900.040000 sec): 3 clusters
  Score: Raw -711090.967236 + Penalty 2970.612775 = -708120.354461
  nChanged 13
		SP:Iteration 65Q (37900.280000 sec): 3 clusters
  Score: Raw -711093.971114 + Penalty 2970.612775 = -708123.358338
  nChanged 11
		SP:Iteration 66Q (37900.480000 sec): 3 clusters
  Score: Raw -711096.329791 + Penalty 2970.612775 = -708125.717016
  nChanged 6
		SP:Iteration 67Q (37900.720000 sec): 3 clusters
  Score: Raw -711097.593790 + Penalty 2970.612775 = -708126.981015
  nChanged 7
		SP:Iteration 68Q (37900.900000 sec): 3 clusters
  Score: Raw -711098.915584 + Penalty 2970.612775 = -708128.302809
  nChanged 10
		SP:Iteration 69Q (37901.120000 sec): 3 clusters
  Score: Raw -711102.272080 + Penalty 2970.612775 = -708131.659305
  nChanged 10
		SP:Iteration 70Q (37901.360000 sec): 3 clusters
  Score: Raw -711109.969054 + Penalty 2970.612775 = -708139.356279
  nChanged 21
		SP:Iteration 71Q (37901.510000 sec): 3 clusters
  Score: Raw -711119.023647 + Penalty 2970.612775 = -708148.410872
  nChanged 20
		SP:Iteration 72Q (37901.750000 sec): 3 clusters
  Score: Raw -711126.908593 + Penalty 2970.612775 = -708156.295818
  nChanged 27
		SP:Iteration 73Q (37901.930000 sec): 3 clusters
  Score: Raw -711139.213710 + Penalty 2970.612775 = -708168.600935
  nChanged 19
		SP:Iteration 74Q (37902.160000 sec): 3 clusters
  Score: Raw -711145.146604 + Penalty 2970.612775 = -708174.533829
  nChanged 18
		SP:Iteration 75Q (37902.380000 sec): 3 clusters
  Score: Raw -711150.173031 + Penalty 2970.612775 = -708179.560256
  nChanged 23
		SP:Iteration 76Q (37902.600000 sec): 3 clusters
  Score: Raw -711156.965427 + Penalty 2970.612775 = -708186.352652
  nChanged 12
		SP:Iteration 77Q (37902.800000 sec): 3 clusters
  Score: Raw -711159.674861 + Penalty 2970.612775 = -708189.062086
  nChanged 8
		SP:Iteration 78Q (37903.040000 sec): 3 clusters
  Score: Raw -711161.476806 + Penalty 2970.612775 = -708190.864031
  nChanged 11
		SP:Iteration 79Q (37903.270000 sec): 3 clusters
  Score: Raw -711163.626541 + Penalty 2970.612775 = -708193.013766
  nChanged 9
		SP:Iteration 80F (37903.520000 sec): 3 clusters
  Score: Raw -711166.022893 + Penalty 2970.612775 = -708195.410118
  nChanged 10
		SP:Iteration 81Q (37903.760000 sec): 3 clusters
  Score: Raw -711167.899509 + Penalty 2970.612775 = -708197.286734
  nChanged 9
		SP:Iteration 82Q (37903.970000 sec): 3 clusters
  Score: Raw -711169.765771 + Penalty 2970.612775 = -708199.152996
  nChanged 10
		SP:Iteration 83Q (37904.180000 sec): 3 clusters
  Score: Raw -711172.474309 + Penalty 2970.612775 = -708201.861534
  nChanged 11
		SP:Iteration 84Q (37904.420000 sec): 3 clusters
  Score: Raw -711174.609625 + Penalty 2970.612775 = -708203.996850
  nChanged 9
		SP:Iteration 85Q (37904.670000 sec): 3 clusters
  Score: Raw -711177.039272 + Penalty 2970.612775 = -708206.426497
  nChanged 7
		SP:Iteration 86Q (37904.870000 sec): 3 clusters
  Score: Raw -711179.707415 + Penalty 2970.612775 = -708209.094640
  nChanged 6
		SP:Iteration 87Q (37905.100000 sec): 3 clusters
  Score: Raw -711181.163879 + Penalty 2970.612775 = -708210.551104
  nChanged 3
		SP:Iteration 88Q (37905.310000 sec): 3 clusters
  Score: Raw -711182.012987 + Penalty 2970.612775 = -708211.400212
  nChanged 6
		SP:Iteration 89Q (37905.490000 sec): 3 clusters
  Score: Raw -711182.722602 + Penalty 2970.612775 = -708212.109827
  nChanged 5
		SP:Iteration 90Q (37905.700000 sec): 3 clusters
  Score: Raw -711183.985680 + Penalty 2970.612775 = -708213.372905
  nChanged 7
		SP:Iteration 91Q (37905.900000 sec): 3 clusters
  Score: Raw -711185.500745 + Penalty 2970.612775 = -708214.887970
  nChanged 2
		SP:Iteration 92Q (37906.120000 sec): 3 clusters
  Score: Raw -711185.765580 + Penalty 2970.612775 = -708215.152805
  nChanged 1
		SP:Iteration 93Q (37906.290000 sec): 3 clusters
  Score: Raw -711185.944691 + Penalty 2970.612775 = -708215.331916
  nChanged 0
		SP:Iteration 94F (37906.510000 sec): 3 clusters
  Score: Raw -711185.944691 + Penalty 2970.612775 = -708215.331916
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 18 (496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37906.600000 sec): 2 clusters
  Score: Raw -43149.766987 + Penalty 1008.568588 = -42141.198399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37906.780000 sec): 3 clusters
  Score: Raw -43077.450841 + Penalty 2017.137176 = -41060.313665
  nChanged 106
		SP:Iteration 1F (37906.960000 sec): 3 clusters
  Score: Raw -43198.396375 + Penalty 2017.137176 = -41181.259199
  nChanged 20
		SP:Iteration 2Q (37907.130000 sec): 3 clusters
  Score: Raw -43238.603187 + Penalty 2017.137176 = -41221.466011
  nChanged 13
		SP:Iteration 3Q (37907.350000 sec): 3 clusters
  Score: Raw -43274.712882 + Penalty 2017.137176 = -41257.575706
  nChanged 19
		SP:Iteration 4Q (37907.520000 sec): 3 clusters
  Score: Raw -43326.035467 + Penalty 2017.137176 = -41308.898291
  nChanged 8
		SP:Iteration 5Q (37907.690000 sec): 3 clusters
  Score: Raw -43341.325583 + Penalty 2017.137176 = -41324.188407
  nChanged 6
		SP:Iteration 6Q (37907.850000 sec): 3 clusters
  Score: Raw -43355.195916 + Penalty 2017.137176 = -41338.058740
  nChanged 5
		SP:Iteration 7Q (37908.070000 sec): 3 clusters
  Score: Raw -43368.479292 + Penalty 2017.137176 = -41351.342116
  nChanged 3
		SP:Iteration 8Q (37908.210000 sec): 3 clusters
  Score: Raw -43377.937904 + Penalty 2017.137176 = -41360.800728
  nChanged 2
		SP:Iteration 9Q (37908.360000 sec): 3 clusters
  Score: Raw -43380.062933 + Penalty 2017.137176 = -41362.925756
  nChanged 0
		SP:Iteration 10F (37908.540000 sec): 3 clusters
  Score: Raw -43380.062933 + Penalty 2017.137176 = -41362.925756
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 19 (172087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37909.390000 sec): 2 clusters
  Score: Raw -14858882.367112 + Penalty 1959.060259 = -14856923.306852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37910.310000 sec): 3 clusters
  Score: Raw -14744941.363637 + Penalty 3918.120519 = -14741023.243119
  nChanged 83350
		SP:Iteration 1F (37911.190000 sec): 3 clusters
  Score: Raw -14794680.350159 + Penalty 3918.120519 = -14790762.229641
  nChanged 5406
		SP:Iteration 2Q (37912.110000 sec): 3 clusters
  Score: Raw -14796172.100015 + Penalty 3918.120519 = -14792253.979496
  nChanged 6446
		SP:Iteration 3Q (37913.070000 sec): 3 clusters
  Score: Raw -14798432.205664 + Penalty 3918.120519 = -14794514.085145
  nChanged 7832
		SP:Iteration 4Q (37914.050000 sec): 3 clusters
  Score: Raw -14802027.422182 + Penalty 3918.120519 = -14798109.301663
  nChanged 9623
		SP:Iteration 5F (37914.920000 sec): 3 clusters
  Score: Raw -14807587.352134 + Penalty 3918.120519 = -14803669.231615
  nChanged 10880
		SP:Iteration 6F (37915.800000 sec): 3 clusters
  Score: Raw -14815104.132164 + Penalty 3918.120519 = -14811186.011645
  nChanged 11262
		SP:Iteration 7F (37916.730000 sec): 3 clusters
  Score: Raw -14823479.422953 + Penalty 3918.120519 = -14819561.302434
  nChanged 9921
		SP:Iteration 8F (37917.620000 sec): 3 clusters
  Score: Raw -14830770.683607 + Penalty 3918.120519 = -14826852.563088
  nChanged 8059
		SP:Iteration 9Q (37918.590000 sec): 3 clusters
  Score: Raw -14836148.167801 + Penalty 3918.120519 = -14832230.047282
  nChanged 5977
		SP:Iteration 10Q (37919.530000 sec): 3 clusters
  Score: Raw -14839590.689518 + Penalty 3918.120519 = -14835672.569000
  nChanged 4628
		SP:Iteration 11Q (37920.330000 sec): 3 clusters
  Score: Raw -14842130.066226 + Penalty 3918.120519 = -14838211.945707
  nChanged 4007
		SP:Iteration 12Q (37921.150000 sec): 3 clusters
  Score: Raw -14844343.874041 + Penalty 3918.120519 = -14840425.753522
  nChanged 3741
		SP:Iteration 13Q (37921.890000 sec): 3 clusters
  Score: Raw -14846515.439067 + Penalty 3918.120519 = -14842597.318548
  nChanged 3464
		SP:Iteration 14Q (37922.720000 sec): 3 clusters
  Score: Raw -14848655.901766 + Penalty 3918.120519 = -14844737.781247
  nChanged 3165
		SP:Iteration 15Q (37923.520000 sec): 3 clusters
  Score: Raw -14850714.840561 + Penalty 3918.120519 = -14846796.720042
  nChanged 2712
		SP:Iteration 16Q (37924.340000 sec): 3 clusters
  Score: Raw -14852588.637817 + Penalty 3918.120519 = -14848670.517299
  nChanged 2409
		SP:Iteration 17Q (37925.120000 sec): 3 clusters
  Score: Raw -14854356.451817 + Penalty 3918.120519 = -14850438.331299
  nChanged 2029
		SP:Iteration 18Q (37925.790000 sec): 3 clusters
  Score: Raw -14855922.205065 + Penalty 3918.120519 = -14852004.084547
  nChanged 1622
		SP:Iteration 19Q (37926.500000 sec): 3 clusters
  Score: Raw -14857175.893505 + Penalty 3918.120519 = -14853257.772986
  nChanged 1135
		SP:Iteration 20F (37927.250000 sec): 3 clusters
  Score: Raw -14858043.013778 + Penalty 3918.120519 = -14854124.893260
  nChanged 684
		SP:Iteration 21Q (37927.910000 sec): 3 clusters
  Score: Raw -14858562.784254 + Penalty 3918.120519 = -14854644.663735
  nChanged 342
		SP:Iteration 22Q (37928.560000 sec): 3 clusters
  Score: Raw -14858827.475523 + Penalty 3918.120519 = -14854909.355004
  nChanged 167
		SP:Iteration 23Q (37929.210000 sec): 3 clusters
  Score: Raw -14858959.758500 + Penalty 3918.120519 = -14855041.637981
  nChanged 80
		SP:Iteration 24Q (37929.870000 sec): 3 clusters
  Score: Raw -14859024.772344 + Penalty 3918.120519 = -14855106.651825
  nChanged 47
		SP:Iteration 25Q (37930.540000 sec): 3 clusters
  Score: Raw -14859065.280837 + Penalty 3918.120519 = -14855147.160318
  nChanged 31
		SP:Iteration 26Q (37931.220000 sec): 3 clusters
  Score: Raw -14859086.800724 + Penalty 3918.120519 = -14855168.680206
  nChanged 15
		SP:Iteration 27Q (37931.860000 sec): 3 clusters
  Score: Raw -14859098.578263 + Penalty 3918.120519 = -14855180.457744
  nChanged 12
		SP:Iteration 28Q (37932.550000 sec): 3 clusters
  Score: Raw -14859107.197443 + Penalty 3918.120519 = -14855189.076924
  nChanged 12
		SP:Iteration 29Q (37933.140000 sec): 3 clusters
  Score: Raw -14859118.956133 + Penalty 3918.120519 = -14855200.835615
  nChanged 6
		SP:Iteration 30Q (37933.740000 sec): 3 clusters
  Score: Raw -14859126.078433 + Penalty 3918.120519 = -14855207.957914
  nChanged 6
		SP:Iteration 31Q (37934.330000 sec): 3 clusters
  Score: Raw -14859130.299540 + Penalty 3918.120519 = -14855212.179021
  nChanged 4
		SP:Iteration 32Q (37934.960000 sec): 3 clusters
  Score: Raw -14859134.439611 + Penalty 3918.120519 = -14855216.319093
  nChanged 3
		SP:Iteration 33Q (37935.650000 sec): 3 clusters
  Score: Raw -14859135.565636 + Penalty 3918.120519 = -14855217.445117
  nChanged 2
		SP:Iteration 34Q (37936.330000 sec): 3 clusters
  Score: Raw -14859136.735589 + Penalty 3918.120519 = -14855218.615070
  nChanged 1
		SP:Iteration 35Q (37937.050000 sec): 3 clusters
  Score: Raw -14859137.289867 + Penalty 3918.120519 = -14855219.169348
  nChanged 1
		SP:Iteration 36Q (37937.860000 sec): 3 clusters
  Score: Raw -14859137.818509 + Penalty 3918.120519 = -14855219.697991
  nChanged 1
		SP:Iteration 37Q (37938.670000 sec): 3 clusters
  Score: Raw -14859138.246986 + Penalty 3918.120519 = -14855220.126467
  nChanged 0
		SP:Iteration 38F (37939.570000 sec): 3 clusters
  Score: Raw -14859138.246986 + Penalty 3918.120519 = -14855220.126467
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 20 (472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37939.750000 sec): 2 clusters
  Score: Raw -39501.348692 + Penalty 1000.509085 = -38500.839607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37939.950000 sec): 3 clusters
  Score: Raw -39484.562752 + Penalty 2001.018170 = -37483.544582
  nChanged 88
		SP:Iteration 1F (37940.150000 sec): 3 clusters
  Score: Raw -39599.574917 + Penalty 2001.018170 = -37598.556746
  nChanged 30
		SP:Iteration 2F (37940.340000 sec): 3 clusters
  Score: Raw -39656.933843 + Penalty 2001.018170 = -37655.915672
  nChanged 14
		SP:Iteration 3Q (37940.530000 sec): 3 clusters
  Score: Raw -39684.792364 + Penalty 2001.018170 = -37683.774194
  nChanged 9
		SP:Iteration 4Q (37940.700000 sec): 3 clusters
  Score: Raw -39696.512907 + Penalty 2001.018170 = -37695.494736
  nChanged 2
		SP:Iteration 5Q (37940.880000 sec): 3 clusters
  Score: Raw -39699.400267 + Penalty 2001.018170 = -37698.382097
  nChanged 1
		SP:Iteration 6Q (37941.070000 sec): 3 clusters
  Score: Raw -39701.396498 + Penalty 2001.018170 = -37700.378328
  nChanged 2
		SP:Iteration 7Q (37941.230000 sec): 3 clusters
  Score: Raw -39704.032306 + Penalty 2001.018170 = -37703.014136
  nChanged 0
		SP:Iteration 8F (37941.450000 sec): 3 clusters
  Score: Raw -39704.032306 + Penalty 2001.018170 = -37703.014136
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 21 (2663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37941.540000 sec): 2 clusters
  Score: Raw -189696.296703 + Penalty 1281.671395 = -188414.625308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37941.730000 sec): 3 clusters
  Score: Raw -188526.677104 + Penalty 2563.342790 = -185963.334313
  nChanged 983
		SP:Iteration 1F (37941.980000 sec): 3 clusters
  Score: Raw -189259.130200 + Penalty 2563.342790 = -186695.787409
  nChanged 243
		SP:Iteration 2F (37942.190000 sec): 3 clusters
  Score: Raw -189497.047700 + Penalty 2563.342790 = -186933.704910
  nChanged 171
		SP:Iteration 3F (37942.370000 sec): 3 clusters
  Score: Raw -189656.359139 + Penalty 2563.342790 = -187093.016348
  nChanged 144
		SP:Iteration 4F (37942.570000 sec): 3 clusters
  Score: Raw -189788.781995 + Penalty 2563.342790 = -187225.439204
  nChanged 106
		SP:Iteration 5Q (37942.740000 sec): 3 clusters
  Score: Raw -189867.696286 + Penalty 2563.342790 = -187304.353496
  nChanged 82
		SP:Iteration 6Q (37942.940000 sec): 3 clusters
  Score: Raw -189939.145162 + Penalty 2563.342790 = -187375.802372
  nChanged 75
		SP:Iteration 7Q (37943.090000 sec): 3 clusters
  Score: Raw -190014.045053 + Penalty 2563.342790 = -187450.702263
  nChanged 82
		SP:Iteration 8Q (37943.280000 sec): 3 clusters
  Score: Raw -190100.104126 + Penalty 2563.342790 = -187536.761335
  nChanged 79
		SP:Iteration 9Q (37943.480000 sec): 3 clusters
  Score: Raw -190165.716859 + Penalty 2563.342790 = -187602.374068
  nChanged 70
		SP:Iteration 10Q (37943.680000 sec): 3 clusters
  Score: Raw -190211.001646 + Penalty 2563.342790 = -187647.658855
  nChanged 46
		SP:Iteration 11Q (37943.870000 sec): 3 clusters
  Score: Raw -190245.061895 + Penalty 2563.342790 = -187681.719104
  nChanged 42
		SP:Iteration 12Q (37944.100000 sec): 3 clusters
  Score: Raw -190273.660986 + Penalty 2563.342790 = -187710.318195
  nChanged 32
		SP:Iteration 13Q (37944.280000 sec): 3 clusters
  Score: Raw -190295.979649 + Penalty 2563.342790 = -187732.636858
  nChanged 30
		SP:Iteration 14Q (37944.410000 sec): 3 clusters
  Score: Raw -190316.005328 + Penalty 2563.342790 = -187752.662538
  nChanged 31
		SP:Iteration 15Q (37944.560000 sec): 3 clusters
  Score: Raw -190339.951203 + Penalty 2563.342790 = -187776.608413
  nChanged 33
		SP:Iteration 16Q (37944.730000 sec): 3 clusters
  Score: Raw -190359.402892 + Penalty 2563.342790 = -187796.060102
  nChanged 29
		SP:Iteration 17Q (37944.900000 sec): 3 clusters
  Score: Raw -190372.989278 + Penalty 2563.342790 = -187809.646487
  nChanged 20
		SP:Iteration 18Q (37945.030000 sec): 3 clusters
  Score: Raw -190379.031262 + Penalty 2563.342790 = -187815.688471
  nChanged 5
		SP:Iteration 19Q (37945.220000 sec): 3 clusters
  Score: Raw -190381.346668 + Penalty 2563.342790 = -187818.003878
  nChanged 6
		SP:Iteration 20F (37945.510000 sec): 3 clusters
  Score: Raw -190383.670835 + Penalty 2563.342790 = -187820.328044
  nChanged 1
		SP:Iteration 21Q (37945.710000 sec): 3 clusters
  Score: Raw -190383.795371 + Penalty 2563.342790 = -187820.452580
  nChanged 0
		SP:Iteration 22F (37946.000000 sec): 3 clusters
  Score: Raw -190383.795371 + Penalty 2563.342790 = -187820.452580
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 22 (4605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37946.080000 sec): 2 clusters
  Score: Raw -370928.368741 + Penalty 1370.670917 = -369557.697824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37946.310000 sec): 3 clusters
  Score: Raw -368608.105031 + Penalty 2741.341833 = -365866.763198
  nChanged 1810
		SP:Iteration 1F (37946.550000 sec): 3 clusters
  Score: Raw -369540.541802 + Penalty 2741.341833 = -366799.199968
  nChanged 358
		SP:Iteration 2F (37946.850000 sec): 3 clusters
  Score: Raw -369743.713056 + Penalty 2741.341833 = -367002.371223
  nChanged 255
		SP:Iteration 3F (37947.080000 sec): 3 clusters
  Score: Raw -369880.537757 + Penalty 2741.341833 = -367139.195924
  nChanged 216
		SP:Iteration 4Q (37947.340000 sec): 3 clusters
  Score: Raw -370003.452736 + Penalty 2741.341833 = -367262.110903
  nChanged 231
		SP:Iteration 5F (37947.590000 sec): 3 clusters
  Score: Raw -370143.496712 + Penalty 2741.341833 = -367402.154879
  nChanged 225
		SP:Iteration 6Q (37947.840000 sec): 3 clusters
  Score: Raw -370280.577283 + Penalty 2741.341833 = -367539.235449
  nChanged 181
		SP:Iteration 7Q (37948.090000 sec): 3 clusters
  Score: Raw -370391.126987 + Penalty 2741.341833 = -367649.785154
  nChanged 188
		SP:Iteration 8Q (37948.270000 sec): 3 clusters
  Score: Raw -370509.826808 + Penalty 2741.341833 = -367768.484974
  nChanged 153
		SP:Iteration 9Q (37948.500000 sec): 3 clusters
  Score: Raw -370614.050141 + Penalty 2741.341833 = -367872.708307
  nChanged 144
		SP:Iteration 10Q (37948.710000 sec): 3 clusters
  Score: Raw -370715.218459 + Penalty 2741.341833 = -367973.876625
  nChanged 128
		SP:Iteration 11Q (37949.000000 sec): 3 clusters
  Score: Raw -370802.446834 + Penalty 2741.341833 = -368061.105001
  nChanged 106
		SP:Iteration 12Q (37949.310000 sec): 3 clusters
  Score: Raw -370872.307028 + Penalty 2741.341833 = -368130.965195
  nChanged 99
		SP:Iteration 13Q (37949.540000 sec): 3 clusters
  Score: Raw -370946.701064 + Penalty 2741.341833 = -368205.359230
  nChanged 70
		SP:Iteration 14Q (37949.780000 sec): 3 clusters
  Score: Raw -370997.731172 + Penalty 2741.341833 = -368256.389339
  nChanged 55
		SP:Iteration 15Q (37949.970000 sec): 3 clusters
  Score: Raw -371040.972383 + Penalty 2741.341833 = -368299.630549
  nChanged 51
		SP:Iteration 16Q (37950.120000 sec): 3 clusters
  Score: Raw -371077.994570 + Penalty 2741.341833 = -368336.652737
  nChanged 45
		SP:Iteration 17Q (37950.270000 sec): 3 clusters
  Score: Raw -371107.519581 + Penalty 2741.341833 = -368366.177747
  nChanged 25
		SP:Iteration 18Q (37950.440000 sec): 3 clusters
  Score: Raw -371129.120268 + Penalty 2741.341833 = -368387.778434
  nChanged 15
		SP:Iteration 19Q (37950.580000 sec): 3 clusters
  Score: Raw -371144.455813 + Penalty 2741.341833 = -368403.113979
  nChanged 16
		SP:Iteration 20F (37950.710000 sec): 3 clusters
  Score: Raw -371157.613524 + Penalty 2741.341833 = -368416.271690
  nChanged 11
		SP:Iteration 21Q (37950.840000 sec): 3 clusters
  Score: Raw -371165.864868 + Penalty 2741.341833 = -368424.523035
  nChanged 2
		SP:Iteration 22Q (37950.970000 sec): 3 clusters
  Score: Raw -371167.602408 + Penalty 2741.341833 = -368426.260575
  nChanged 1
		SP:Iteration 23Q (37951.090000 sec): 3 clusters
  Score: Raw -371168.410414 + Penalty 2741.341833 = -368427.068581
  nChanged 1
		SP:Iteration 24Q (37951.220000 sec): 3 clusters
  Score: Raw -371168.909988 + Penalty 2741.341833 = -368427.568154
  nChanged 2
		SP:Iteration 25Q (37951.350000 sec): 3 clusters
  Score: Raw -371169.735230 + Penalty 2741.341833 = -368428.393397
  nChanged 0
		SP:Iteration 26F (37951.480000 sec): 3 clusters
  Score: Raw -371169.735230 + Penalty 2741.341833 = -368428.393397
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 23 (6049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37951.580000 sec): 2 clusters
  Score: Raw -501520.676521 + Penalty 1414.992840 = -500105.683681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37951.710000 sec): 3 clusters
  Score: Raw -498332.117030 + Penalty 2829.985681 = -495502.131350
  nChanged 2497
		SP:Iteration 1F (37951.830000 sec): 3 clusters
  Score: Raw -499698.416248 + Penalty 2829.985681 = -496868.430567
  nChanged 409
		SP:Iteration 2F (37951.950000 sec): 3 clusters
  Score: Raw -499892.326877 + Penalty 2829.985681 = -497062.341196
  nChanged 297
		SP:Iteration 3Q (37952.080000 sec): 3 clusters
  Score: Raw -500021.567538 + Penalty 2829.985681 = -497191.581858
  nChanged 248
		SP:Iteration 4Q (37952.200000 sec): 3 clusters
  Score: Raw -500128.743291 + Penalty 2829.985681 = -497298.757610
  nChanged 221
		SP:Iteration 5Q (37952.320000 sec): 3 clusters
  Score: Raw -500218.911868 + Penalty 2829.985681 = -497388.926187
  nChanged 181
		SP:Iteration 6Q (37952.450000 sec): 3 clusters
  Score: Raw -500291.405375 + Penalty 2829.985681 = -497461.419695
  nChanged 166
		SP:Iteration 7Q (37952.570000 sec): 3 clusters
  Score: Raw -500348.936421 + Penalty 2829.985681 = -497518.950741
  nChanged 148
		SP:Iteration 8Q (37952.690000 sec): 3 clusters
  Score: Raw -500405.421946 + Penalty 2829.985681 = -497575.436265
  nChanged 153
		SP:Iteration 9Q (37952.830000 sec): 3 clusters
  Score: Raw -500473.682277 + Penalty 2829.985681 = -497643.696596
  nChanged 180
		SP:Iteration 10Q (37952.990000 sec): 3 clusters
  Score: Raw -500556.719992 + Penalty 2829.985681 = -497726.734311
  nChanged 184
		SP:Iteration 11Q (37953.160000 sec): 3 clusters
  Score: Raw -500648.035043 + Penalty 2829.985681 = -497818.049362
  nChanged 195
		SP:Iteration 12Q (37953.330000 sec): 3 clusters
  Score: Raw -500759.768225 + Penalty 2829.985681 = -497929.782545
  nChanged 193
		SP:Iteration 13Q (37953.500000 sec): 3 clusters
  Score: Raw -500874.188874 + Penalty 2829.985681 = -498044.203194
  nChanged 178
		SP:Iteration 14Q (37953.670000 sec): 3 clusters
  Score: Raw -500973.692427 + Penalty 2829.985681 = -498143.706746
  nChanged 174
		SP:Iteration 15Q (37953.830000 sec): 3 clusters
  Score: Raw -501077.397378 + Penalty 2829.985681 = -498247.411697
  nChanged 161
		SP:Iteration 16Q (37953.990000 sec): 3 clusters
  Score: Raw -501191.615363 + Penalty 2829.985681 = -498361.629683
  nChanged 145
		SP:Iteration 17Q (37954.180000 sec): 3 clusters
  Score: Raw -501306.135679 + Penalty 2829.985681 = -498476.149999
  nChanged 132
		SP:Iteration 18Q (37954.350000 sec): 3 clusters
  Score: Raw -501406.687109 + Penalty 2829.985681 = -498576.701429
  nChanged 97
		SP:Iteration 19Q (37954.500000 sec): 3 clusters
  Score: Raw -501477.313270 + Penalty 2829.985681 = -498647.327589
  nChanged 69
		SP:Iteration 20F (37954.670000 sec): 3 clusters
  Score: Raw -501526.637183 + Penalty 2829.985681 = -498696.651503
  nChanged 60
		SP:Iteration 21Q (37954.830000 sec): 3 clusters
  Score: Raw -501571.935201 + Penalty 2829.985681 = -498741.949521
  nChanged 61
		SP:Iteration 22Q (37955.030000 sec): 3 clusters
  Score: Raw -501617.899372 + Penalty 2829.985681 = -498787.913691
  nChanged 41
		SP:Iteration 23Q (37955.250000 sec): 3 clusters
  Score: Raw -501648.458909 + Penalty 2829.985681 = -498818.473228
  nChanged 33
		SP:Iteration 24Q (37955.410000 sec): 3 clusters
  Score: Raw -501672.589122 + Penalty 2829.985681 = -498842.603441
  nChanged 17
		SP:Iteration 25Q (37955.580000 sec): 3 clusters
  Score: Raw -501685.966705 + Penalty 2829.985681 = -498855.981024
  nChanged 12
		SP:Iteration 26Q (37955.730000 sec): 3 clusters
  Score: Raw -501696.455326 + Penalty 2829.985681 = -498866.469645
  nChanged 14
		SP:Iteration 27Q (37955.880000 sec): 3 clusters
  Score: Raw -501708.833907 + Penalty 2829.985681 = -498878.848226
  nChanged 14
		SP:Iteration 28Q (37956.030000 sec): 3 clusters
  Score: Raw -501718.138740 + Penalty 2829.985681 = -498888.153060
  nChanged 14
		SP:Iteration 29Q (37956.200000 sec): 3 clusters
  Score: Raw -501732.348596 + Penalty 2829.985681 = -498902.362915
  nChanged 16
		SP:Iteration 30Q (37956.360000 sec): 3 clusters
  Score: Raw -501748.573973 + Penalty 2829.985681 = -498918.588293
  nChanged 14
		SP:Iteration 31Q (37956.520000 sec): 3 clusters
  Score: Raw -501763.713751 + Penalty 2829.985681 = -498933.728070
  nChanged 12
		SP:Iteration 32Q (37956.680000 sec): 3 clusters
  Score: Raw -501775.553552 + Penalty 2829.985681 = -498945.567872
  nChanged 10
		SP:Iteration 33Q (37956.820000 sec): 3 clusters
  Score: Raw -501783.694955 + Penalty 2829.985681 = -498953.709275
  nChanged 10
		SP:Iteration 34Q (37956.980000 sec): 3 clusters
  Score: Raw -501791.062909 + Penalty 2829.985681 = -498961.077228
  nChanged 9
		SP:Iteration 35Q (37957.150000 sec): 3 clusters
  Score: Raw -501799.818953 + Penalty 2829.985681 = -498969.833272
  nChanged 5
		SP:Iteration 36Q (37957.300000 sec): 3 clusters
  Score: Raw -501803.088068 + Penalty 2829.985681 = -498973.102388
  nChanged 2
		SP:Iteration 37Q (37957.470000 sec): 3 clusters
  Score: Raw -501803.587116 + Penalty 2829.985681 = -498973.601436
  nChanged 1
		SP:Iteration 38Q (37957.640000 sec): 3 clusters
  Score: Raw -501803.915313 + Penalty 2829.985681 = -498973.929632
  nChanged 0
		SP:Iteration 39F (37957.830000 sec): 3 clusters
  Score: Raw -501803.915313 + Penalty 2829.985681 = -498973.929632
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 24 (77593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37958.290000 sec): 2 clusters
  Score: Raw -6777046.006834 + Penalty 1829.625281 = -6775216.381554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37958.870000 sec): 3 clusters
  Score: Raw -6727090.112629 + Penalty 3659.250561 = -6723430.862067
  nChanged 36667
		SP:Iteration 1F (37959.410000 sec): 3 clusters
  Score: Raw -6748857.609312 + Penalty 3659.250561 = -6745198.358750
  nChanged 3372
		SP:Iteration 2Q (37960.070000 sec): 3 clusters
  Score: Raw -6750021.331754 + Penalty 3659.250561 = -6746362.081193
  nChanged 3742
		SP:Iteration 3Q (37960.690000 sec): 3 clusters
  Score: Raw -6751608.792951 + Penalty 3659.250561 = -6747949.542390
  nChanged 4408
		SP:Iteration 4F (37961.270000 sec): 3 clusters
  Score: Raw -6753854.338166 + Penalty 3659.250561 = -6750195.087605
  nChanged 4965
		SP:Iteration 5F (37961.870000 sec): 3 clusters
  Score: Raw -6756686.520838 + Penalty 3659.250561 = -6753027.270277
  nChanged 4987
		SP:Iteration 6F (37962.380000 sec): 3 clusters
  Score: Raw -6759529.964078 + Penalty 3659.250561 = -6755870.713517
  nChanged 4407
		SP:Iteration 7F (37962.940000 sec): 3 clusters
  Score: Raw -6762002.940932 + Penalty 3659.250561 = -6758343.690371
  nChanged 3657
		SP:Iteration 8Q (37963.540000 sec): 3 clusters
  Score: Raw -6764116.287038 + Penalty 3659.250561 = -6760457.036477
  nChanged 3062
		SP:Iteration 9Q (37964.110000 sec): 3 clusters
  Score: Raw -6766066.169384 + Penalty 3659.250561 = -6762406.918823
  nChanged 2613
		SP:Iteration 10Q (37964.710000 sec): 3 clusters
  Score: Raw -6767845.582228 + Penalty 3659.250561 = -6764186.331667
  nChanged 2361
		SP:Iteration 11Q (37965.310000 sec): 3 clusters
  Score: Raw -6769384.437439 + Penalty 3659.250561 = -6765725.186878
  nChanged 2009
		SP:Iteration 12Q (37965.910000 sec): 3 clusters
  Score: Raw -6770545.331078 + Penalty 3659.250561 = -6766886.080517
  nChanged 1644
		SP:Iteration 13Q (37966.530000 sec): 3 clusters
  Score: Raw -6771423.086395 + Penalty 3659.250561 = -6767763.835834
  nChanged 1285
		SP:Iteration 14Q (37967.150000 sec): 3 clusters
  Score: Raw -6772099.475064 + Penalty 3659.250561 = -6768440.224503
  nChanged 1123
		SP:Iteration 15Q (37967.740000 sec): 3 clusters
  Score: Raw -6772697.116485 + Penalty 3659.250561 = -6769037.865924
  nChanged 1077
		SP:Iteration 16Q (37968.370000 sec): 3 clusters
  Score: Raw -6773293.776912 + Penalty 3659.250561 = -6769634.526351
  nChanged 1018
		SP:Iteration 17Q (37969.010000 sec): 3 clusters
  Score: Raw -6773895.943951 + Penalty 3659.250561 = -6770236.693389
  nChanged 952
		SP:Iteration 18Q (37969.620000 sec): 3 clusters
  Score: Raw -6774485.440725 + Penalty 3659.250561 = -6770826.190163
  nChanged 936
		SP:Iteration 19Q (37970.230000 sec): 3 clusters
  Score: Raw -6775080.213341 + Penalty 3659.250561 = -6771420.962780
  nChanged 900
		SP:Iteration 20F (37970.820000 sec): 3 clusters
  Score: Raw -6775672.978751 + Penalty 3659.250561 = -6772013.728190
  nChanged 844
		SP:Iteration 21Q (37971.390000 sec): 3 clusters
  Score: Raw -6776242.042858 + Penalty 3659.250561 = -6772582.792297
  nChanged 780
		SP:Iteration 22Q (37971.960000 sec): 3 clusters
  Score: Raw -6776721.815988 + Penalty 3659.250561 = -6773062.565427
  nChanged 674
		SP:Iteration 23Q (37972.570000 sec): 3 clusters
  Score: Raw -6777084.607219 + Penalty 3659.250561 = -6773425.356658
  nChanged 544
		SP:Iteration 24Q (37973.110000 sec): 3 clusters
  Score: Raw -6777352.578547 + Penalty 3659.250561 = -6773693.327986
  nChanged 478
		SP:Iteration 25Q (37973.640000 sec): 3 clusters
  Score: Raw -6777562.594069 + Penalty 3659.250561 = -6773903.343508
  nChanged 440
		SP:Iteration 26Q (37974.280000 sec): 3 clusters
  Score: Raw -6777748.207736 + Penalty 3659.250561 = -6774088.957175
  nChanged 382
		SP:Iteration 27Q (37974.810000 sec): 3 clusters
  Score: Raw -6777896.640995 + Penalty 3659.250561 = -6774237.390433
  nChanged 343
		SP:Iteration 28Q (37975.390000 sec): 3 clusters
  Score: Raw -6778012.869211 + Penalty 3659.250561 = -6774353.618649
  nChanged 315
		SP:Iteration 29Q (37975.960000 sec): 3 clusters
  Score: Raw -6778112.620885 + Penalty 3659.250561 = -6774453.370324
  nChanged 289
		SP:Iteration 30Q (37976.630000 sec): 3 clusters
  Score: Raw -6778202.095015 + Penalty 3659.250561 = -6774542.844454
  nChanged 238
		SP:Iteration 31Q (37977.220000 sec): 3 clusters
  Score: Raw -6778267.804665 + Penalty 3659.250561 = -6774608.554104
  nChanged 213
		SP:Iteration 32Q (37977.790000 sec): 3 clusters
  Score: Raw -6778328.589380 + Penalty 3659.250561 = -6774669.338818
  nChanged 209
		SP:Iteration 33Q (37978.330000 sec): 3 clusters
  Score: Raw -6778386.447754 + Penalty 3659.250561 = -6774727.197192
  nChanged 192
		SP:Iteration 34Q (37978.930000 sec): 3 clusters
  Score: Raw -6778430.415347 + Penalty 3659.250561 = -6774771.164785
  nChanged 159
		SP:Iteration 35Q (37979.520000 sec): 3 clusters
  Score: Raw -6778462.833499 + Penalty 3659.250561 = -6774803.582938
  nChanged 125
		SP:Iteration 36Q (37980.060000 sec): 3 clusters
  Score: Raw -6778485.461683 + Penalty 3659.250561 = -6774826.211122
  nChanged 112
		SP:Iteration 37Q (37980.680000 sec): 3 clusters
  Score: Raw -6778503.430071 + Penalty 3659.250561 = -6774844.179510
  nChanged 105
		SP:Iteration 38Q (37981.220000 sec): 3 clusters
  Score: Raw -6778518.171657 + Penalty 3659.250561 = -6774858.921096
  nChanged 77
		SP:Iteration 39Q (37981.800000 sec): 3 clusters
  Score: Raw -6778527.872037 + Penalty 3659.250561 = -6774868.621476
  nChanged 77
		SP:Iteration 40F (37982.440000 sec): 3 clusters
  Score: Raw -6778538.624208 + Penalty 3659.250561 = -6774879.373647
  nChanged 79
		SP:Iteration 41Q (37983.050000 sec): 3 clusters
  Score: Raw -6778548.995874 + Penalty 3659.250561 = -6774889.745313
  nChanged 69
		SP:Iteration 42Q (37983.670000 sec): 3 clusters
  Score: Raw -6778557.499430 + Penalty 3659.250561 = -6774898.248869
  nChanged 58
		SP:Iteration 43Q (37984.310000 sec): 3 clusters
  Score: Raw -6778563.156538 + Penalty 3659.250561 = -6774903.905977
  nChanged 34
		SP:Iteration 44Q (37984.900000 sec): 3 clusters
  Score: Raw -6778565.917072 + Penalty 3659.250561 = -6774906.666510
  nChanged 32
		SP:Iteration 45Q (37985.430000 sec): 3 clusters
  Score: Raw -6778569.476029 + Penalty 3659.250561 = -6774910.225467
  nChanged 29
		SP:Iteration 46Q (37985.980000 sec): 3 clusters
  Score: Raw -6778571.942264 + Penalty 3659.250561 = -6774912.691703
  nChanged 18
		SP:Iteration 47Q (37986.590000 sec): 3 clusters
  Score: Raw -6778573.357830 + Penalty 3659.250561 = -6774914.107269
  nChanged 11
		SP:Iteration 48Q (37987.230000 sec): 3 clusters
  Score: Raw -6778574.248923 + Penalty 3659.250561 = -6774914.998362
  nChanged 12
		SP:Iteration 49Q (37987.860000 sec): 3 clusters
  Score: Raw -6778575.245076 + Penalty 3659.250561 = -6774915.994515
  nChanged 9
		SP:Iteration 50Q (37988.440000 sec): 3 clusters
  Score: Raw -6778575.898804 + Penalty 3659.250561 = -6774916.648243
  nChanged 8
		SP:Iteration 51Q (37989.020000 sec): 3 clusters
  Score: Raw -6778576.380393 + Penalty 3659.250561 = -6774917.129831
  nChanged 4
		SP:Iteration 52Q (37989.600000 sec): 3 clusters
  Score: Raw -6778576.572394 + Penalty 3659.250561 = -6774917.321833
  nChanged 5
		SP:Iteration 53Q (37990.260000 sec): 3 clusters
  Score: Raw -6778576.856943 + Penalty 3659.250561 = -6774917.606382
  nChanged 8
		SP:Iteration 54Q (37990.910000 sec): 3 clusters
  Score: Raw -6778577.261242 + Penalty 3659.250561 = -6774918.010681
  nChanged 9
		SP:Iteration 55Q (37991.590000 sec): 3 clusters
  Score: Raw -6778577.744241 + Penalty 3659.250561 = -6774918.493680
  nChanged 9
		SP:Iteration 56Q (37992.230000 sec): 3 clusters
  Score: Raw -6778578.295850 + Penalty 3659.250561 = -6774919.045289
  nChanged 6
		SP:Iteration 57Q (37992.890000 sec): 3 clusters
  Score: Raw -6778578.640919 + Penalty 3659.250561 = -6774919.390358
  nChanged 4
		SP:Iteration 58Q (37993.560000 sec): 3 clusters
  Score: Raw -6778578.941926 + Penalty 3659.250561 = -6774919.691365
  nChanged 2
		SP:Iteration 59Q (37994.180000 sec): 3 clusters
  Score: Raw -6778579.065384 + Penalty 3659.250561 = -6774919.814823
  nChanged 2
		SP:Iteration 60F (37994.820000 sec): 3 clusters
  Score: Raw -6778579.139215 + Penalty 3659.250561 = -6774919.888654
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 25 (13266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37994.960000 sec): 2 clusters
  Score: Raw -1181505.484695 + Penalty 1542.605943 = -1179962.878752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37995.170000 sec): 3 clusters
  Score: Raw -1173763.277639 + Penalty 3085.211886 = -1170678.065753
  nChanged 5837
		SP:Iteration 1F (37995.380000 sec): 3 clusters
  Score: Raw -1176858.957220 + Penalty 3085.211886 = -1173773.745334
  nChanged 703
		SP:Iteration 2F (37995.660000 sec): 3 clusters
  Score: Raw -1177106.664067 + Penalty 3085.211886 = -1174021.452180
  nChanged 617
		SP:Iteration 3Q (37995.870000 sec): 3 clusters
  Score: Raw -1177341.332019 + Penalty 3085.211886 = -1174256.120132
  nChanged 552
		SP:Iteration 4Q (37996.140000 sec): 3 clusters
  Score: Raw -1177575.357967 + Penalty 3085.211886 = -1174490.146081
  nChanged 532
		SP:Iteration 5Q (37996.360000 sec): 3 clusters
  Score: Raw -1177807.152311 + Penalty 3085.211886 = -1174721.940425
  nChanged 560
		SP:Iteration 6Q (37996.590000 sec): 3 clusters
  Score: Raw -1178065.292931 + Penalty 3085.211886 = -1174980.081045
  nChanged 548
		SP:Iteration 7Q (37996.820000 sec): 3 clusters
  Score: Raw -1178321.773342 + Penalty 3085.211886 = -1175236.561455
  nChanged 510
		SP:Iteration 8Q (37997.070000 sec): 3 clusters
  Score: Raw -1178569.458563 + Penalty 3085.211886 = -1175484.246677
  nChanged 467
		SP:Iteration 9Q (37997.300000 sec): 3 clusters
  Score: Raw -1178803.380866 + Penalty 3085.211886 = -1175718.168980
  nChanged 484
		SP:Iteration 10Q (37997.550000 sec): 3 clusters
  Score: Raw -1179067.085322 + Penalty 3085.211886 = -1175981.873436
  nChanged 485
		SP:Iteration 11Q (37997.770000 sec): 3 clusters
  Score: Raw -1179345.651691 + Penalty 3085.211886 = -1176260.439805
  nChanged 461
		SP:Iteration 12Q (37998.020000 sec): 3 clusters
  Score: Raw -1179642.790531 + Penalty 3085.211886 = -1176557.578645
  nChanged 469
		SP:Iteration 13Q (37998.280000 sec): 3 clusters
  Score: Raw -1179899.355172 + Penalty 3085.211886 = -1176814.143286
  nChanged 397
		SP:Iteration 14Q (37998.550000 sec): 3 clusters
  Score: Raw -1180096.584626 + Penalty 3085.211886 = -1177011.372740
  nChanged 366
		SP:Iteration 15Q (37998.810000 sec): 3 clusters
  Score: Raw -1180274.377648 + Penalty 3085.211886 = -1177189.165762
  nChanged 335
		SP:Iteration 16Q (37999.020000 sec): 3 clusters
  Score: Raw -1180428.188932 + Penalty 3085.211886 = -1177342.977046
  nChanged 311
		SP:Iteration 17Q (37999.300000 sec): 3 clusters
  Score: Raw -1180555.741773 + Penalty 3085.211886 = -1177470.529887
  nChanged 267
		SP:Iteration 18Q (37999.610000 sec): 3 clusters
  Score: Raw -1180656.935549 + Penalty 3085.211886 = -1177571.723663
  nChanged 255
		SP:Iteration 19Q (37999.880000 sec): 3 clusters
  Score: Raw -1180759.995282 + Penalty 3085.211886 = -1177674.783396
  nChanged 252
		SP:Iteration 20F (38000.100000 sec): 3 clusters
  Score: Raw -1180866.363832 + Penalty 3085.211886 = -1177781.151946
  nChanged 239
		SP:Iteration 21Q (38000.400000 sec): 3 clusters
  Score: Raw -1180970.527708 + Penalty 3085.211886 = -1177885.315822
  nChanged 234
		SP:Iteration 22Q (38000.690000 sec): 3 clusters
  Score: Raw -1181075.284518 + Penalty 3085.211886 = -1177990.072632
  nChanged 225
		SP:Iteration 23Q (38000.900000 sec): 3 clusters
  Score: Raw -1181177.924060 + Penalty 3085.211886 = -1178092.712174
  nChanged 195
		SP:Iteration 24Q (38001.160000 sec): 3 clusters
  Score: Raw -1181270.230876 + Penalty 3085.211886 = -1178185.018990
  nChanged 174
		SP:Iteration 25Q (38001.390000 sec): 3 clusters
  Score: Raw -1181349.571840 + Penalty 3085.211886 = -1178264.359953
  nChanged 146
		SP:Iteration 26Q (38001.580000 sec): 3 clusters
  Score: Raw -1181410.759297 + Penalty 3085.211886 = -1178325.547411
  nChanged 121
		SP:Iteration 27Q (38001.850000 sec): 3 clusters
  Score: Raw -1181463.042355 + Penalty 3085.211886 = -1178377.830469
  nChanged 105
		SP:Iteration 28Q (38002.100000 sec): 3 clusters
  Score: Raw -1181507.287626 + Penalty 3085.211886 = -1178422.075740
  nChanged 102
		SP:Iteration 29Q (38002.290000 sec): 3 clusters
  Score: Raw -1181552.279306 + Penalty 3085.211886 = -1178467.067419
  nChanged 90
		SP:Iteration 30Q (38002.530000 sec): 3 clusters
  Score: Raw -1181593.071945 + Penalty 3085.211886 = -1178507.860059
  nChanged 69
		SP:Iteration 31Q (38002.840000 sec): 3 clusters
  Score: Raw -1181624.480911 + Penalty 3085.211886 = -1178539.269024
  nChanged 58
		SP:Iteration 32Q (38003.060000 sec): 3 clusters
  Score: Raw -1181649.350686 + Penalty 3085.211886 = -1178564.138800
  nChanged 57
		SP:Iteration 33Q (38003.310000 sec): 3 clusters
  Score: Raw -1181678.394249 + Penalty 3085.211886 = -1178593.182363
  nChanged 54
		SP:Iteration 34Q (38003.570000 sec): 3 clusters
  Score: Raw -1181701.418492 + Penalty 3085.211886 = -1178616.206606
  nChanged 37
		SP:Iteration 35Q (38003.780000 sec): 3 clusters
  Score: Raw -1181718.587317 + Penalty 3085.211886 = -1178633.375431
  nChanged 37
		SP:Iteration 36Q (38004.010000 sec): 3 clusters
  Score: Raw -1181736.112642 + Penalty 3085.211886 = -1178650.900756
  nChanged 25
		SP:Iteration 37Q (38004.280000 sec): 3 clusters
  Score: Raw -1181748.158008 + Penalty 3085.211886 = -1178662.946122
  nChanged 25
		SP:Iteration 38Q (38004.560000 sec): 3 clusters
  Score: Raw -1181760.263011 + Penalty 3085.211886 = -1178675.051125
  nChanged 28
		SP:Iteration 39Q (38004.770000 sec): 3 clusters
  Score: Raw -1181772.240450 + Penalty 3085.211886 = -1178687.028564
  nChanged 22
		SP:Iteration 40F (38005.020000 sec): 3 clusters
  Score: Raw -1181780.931854 + Penalty 3085.211886 = -1178695.719968
  nChanged 18
		SP:Iteration 41Q (38005.240000 sec): 3 clusters
  Score: Raw -1181788.218720 + Penalty 3085.211886 = -1178703.006834
  nChanged 15
		SP:Iteration 42Q (38005.500000 sec): 3 clusters
  Score: Raw -1181793.201993 + Penalty 3085.211886 = -1178707.990107
  nChanged 12
		SP:Iteration 43Q (38005.750000 sec): 3 clusters
  Score: Raw -1181800.359482 + Penalty 3085.211886 = -1178715.147596
  nChanged 16
		SP:Iteration 44Q (38005.970000 sec): 3 clusters
  Score: Raw -1181807.489602 + Penalty 3085.211886 = -1178722.277716
  nChanged 7
		SP:Iteration 45Q (38006.160000 sec): 3 clusters
  Score: Raw -1181810.181974 + Penalty 3085.211886 = -1178724.970087
  nChanged 6
		SP:Iteration 46Q (38006.440000 sec): 3 clusters
  Score: Raw -1181812.350999 + Penalty 3085.211886 = -1178727.139112
  nChanged 5
		SP:Iteration 47Q (38006.630000 sec): 3 clusters
  Score: Raw -1181814.416777 + Penalty 3085.211886 = -1178729.204891
  nChanged 3
		SP:Iteration 48Q (38006.840000 sec): 3 clusters
  Score: Raw -1181815.737046 + Penalty 3085.211886 = -1178730.525159
  nChanged 3
		SP:Iteration 49Q (38007.050000 sec): 3 clusters
  Score: Raw -1181817.277839 + Penalty 3085.211886 = -1178732.065952
  nChanged 2
		SP:Iteration 50Q (38007.260000 sec): 3 clusters
  Score: Raw -1181818.001249 + Penalty 3085.211886 = -1178732.789363
  nChanged 1
		SP:Iteration 51Q (38007.500000 sec): 3 clusters
  Score: Raw -1181818.292133 + Penalty 3085.211886 = -1178733.080247
  nChanged 2
		SP:Iteration 52Q (38007.720000 sec): 3 clusters
  Score: Raw -1181818.976667 + Penalty 3085.211886 = -1178733.764781
  nChanged 2
		SP:Iteration 53Q (38007.980000 sec): 3 clusters
  Score: Raw -1181819.885477 + Penalty 3085.211886 = -1178734.673591
  nChanged 2
		SP:Iteration 54Q (38008.190000 sec): 3 clusters
  Score: Raw -1181820.646290 + Penalty 3085.211886 = -1178735.434404
  nChanged 2
		SP:Iteration 55Q (38008.460000 sec): 3 clusters
  Score: Raw -1181821.813375 + Penalty 3085.211886 = -1178736.601489
  nChanged 5
		SP:Iteration 56Q (38008.730000 sec): 3 clusters
  Score: Raw -1181824.746723 + Penalty 3085.211886 = -1178739.534836
  nChanged 7
		SP:Iteration 57Q (38008.940000 sec): 3 clusters
  Score: Raw -1181827.458581 + Penalty 3085.211886 = -1178742.246695
  nChanged 6
		SP:Iteration 58Q (38009.180000 sec): 3 clusters
  Score: Raw -1181829.702638 + Penalty 3085.211886 = -1178744.490752
  nChanged 4
		SP:Iteration 59Q (38009.380000 sec): 3 clusters
  Score: Raw -1181831.673875 + Penalty 3085.211886 = -1178746.461988
  nChanged 5
		SP:Iteration 60F (38009.620000 sec): 3 clusters
  Score: Raw -1181833.823391 + Penalty 3085.211886 = -1178748.611505
  nChanged 2
		SP:Iteration 61Q (38009.840000 sec): 3 clusters
  Score: Raw -1181834.463957 + Penalty 3085.211886 = -1178749.252071
  nChanged 2
		SP:Iteration 62Q (38010.070000 sec): 3 clusters
  Score: Raw -1181835.179300 + Penalty 3085.211886 = -1178749.967413
  nChanged 1
		SP:Iteration 63Q (38010.370000 sec): 3 clusters
  Score: Raw -1181835.396633 + Penalty 3085.211886 = -1178750.184747
  nChanged 0
		SP:Iteration 64F (38010.630000 sec): 3 clusters
  Score: Raw -1181835.396633 + Penalty 3085.211886 = -1178750.184747
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 26 (53370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38010.960000 sec): 2 clusters
  Score: Raw -4629809.595387 + Penalty 1768.813161 = -4628040.782226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38011.450000 sec): 3 clusters
  Score: Raw -4596055.048907 + Penalty 3537.626323 = -4592517.422584
  nChanged 25126
		SP:Iteration 1F (38011.980000 sec): 3 clusters
  Score: Raw -4610812.848564 + Penalty 3537.626323 = -4607275.222241
  nChanged 2605
		SP:Iteration 2Q (38012.450000 sec): 3 clusters
  Score: Raw -4611783.726474 + Penalty 3537.626323 = -4608246.100152
  nChanged 2817
		SP:Iteration 3F (38012.930000 sec): 3 clusters
  Score: Raw -4613021.030391 + Penalty 3537.626323 = -4609483.404069
  nChanged 3192
		SP:Iteration 4F (38013.440000 sec): 3 clusters
  Score: Raw -4614731.144821 + Penalty 3537.626323 = -4611193.518499
  nChanged 3602
		SP:Iteration 5F (38013.950000 sec): 3 clusters
  Score: Raw -4616966.415443 + Penalty 3537.626323 = -4613428.789120
  nChanged 3721
		SP:Iteration 6F (38014.440000 sec): 3 clusters
  Score: Raw -4619619.453899 + Penalty 3537.626323 = -4616081.827576
  nChanged 3547
		SP:Iteration 7F (38014.900000 sec): 3 clusters
  Score: Raw -4622335.396878 + Penalty 3537.626323 = -4618797.770556
  nChanged 3035
		SP:Iteration 8F (38015.350000 sec): 3 clusters
  Score: Raw -4624828.277235 + Penalty 3537.626323 = -4621290.650913
  nChanged 2479
		SP:Iteration 9Q (38015.880000 sec): 3 clusters
  Score: Raw -4627033.284699 + Penalty 3537.626323 = -4623495.658377
  nChanged 1697
		SP:Iteration 10Q (38016.430000 sec): 3 clusters
  Score: Raw -4628528.542798 + Penalty 3537.626323 = -4624990.916475
  nChanged 950
		SP:Iteration 11Q (38016.890000 sec): 3 clusters
  Score: Raw -4629330.682774 + Penalty 3537.626323 = -4625793.056452
  nChanged 449
		SP:Iteration 12Q (38017.390000 sec): 3 clusters
  Score: Raw -4629710.020352 + Penalty 3537.626323 = -4626172.394030
  nChanged 215
		SP:Iteration 13Q (38017.900000 sec): 3 clusters
  Score: Raw -4629904.628071 + Penalty 3537.626323 = -4626367.001749
  nChanged 119
		SP:Iteration 14Q (38018.340000 sec): 3 clusters
  Score: Raw -4630015.135985 + Penalty 3537.626323 = -4626477.509662
  nChanged 54
		SP:Iteration 15Q (38018.820000 sec): 3 clusters
  Score: Raw -4630058.435680 + Penalty 3537.626323 = -4626520.809358
  nChanged 36
		SP:Iteration 16Q (38019.340000 sec): 3 clusters
  Score: Raw -4630088.054344 + Penalty 3537.626323 = -4626550.428022
  nChanged 28
		SP:Iteration 17Q (38019.780000 sec): 3 clusters
  Score: Raw -4630108.208326 + Penalty 3537.626323 = -4626570.582004
  nChanged 15
		SP:Iteration 18Q (38020.200000 sec): 3 clusters
  Score: Raw -4630116.768130 + Penalty 3537.626323 = -4626579.141807
  nChanged 11
		SP:Iteration 19Q (38020.690000 sec): 3 clusters
  Score: Raw -4630124.237366 + Penalty 3537.626323 = -4626586.611044
  nChanged 8
		SP:Iteration 20F (38021.120000 sec): 3 clusters
  Score: Raw -4630133.322181 + Penalty 3537.626323 = -4626595.695858
  nChanged 9
		SP:Iteration 21Q (38021.570000 sec): 3 clusters
  Score: Raw -4630142.018170 + Penalty 3537.626323 = -4626604.391847
  nChanged 6
		SP:Iteration 22Q (38021.980000 sec): 3 clusters
  Score: Raw -4630144.594836 + Penalty 3537.626323 = -4626606.968513
  nChanged 2
		SP:Iteration 23Q (38022.430000 sec): 3 clusters
  Score: Raw -4630145.600070 + Penalty 3537.626323 = -4626607.973748
  nChanged 2
		SP:Iteration 24Q (38022.900000 sec): 3 clusters
  Score: Raw -4630146.536156 + Penalty 3537.626323 = -4626608.909833
  nChanged 0
		SP:Iteration 25F (38023.360000 sec): 3 clusters
  Score: Raw -4630146.536156 + Penalty 3537.626323 = -4626608.909833
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 27 (148501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38024.210000 sec): 2 clusters
  Score: Raw -12738472.409432 + Penalty 1935.106383 = -12736537.303049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38025.220000 sec): 3 clusters
  Score: Raw -12640421.129310 + Penalty 3870.212766 = -12636550.916544
  nChanged 71861
		SP:Iteration 1F (38026.240000 sec): 3 clusters
  Score: Raw -12685136.400886 + Penalty 3870.212766 = -12681266.188120
  nChanged 6288
		SP:Iteration 2Q (38027.410000 sec): 3 clusters
  Score: Raw -12687699.759827 + Penalty 3870.212766 = -12683829.547061
  nChanged 7735
		SP:Iteration 3F (38028.470000 sec): 3 clusters
  Score: Raw -12691856.415958 + Penalty 3870.212766 = -12687986.203192
  nChanged 9887
		SP:Iteration 4F (38029.500000 sec): 3 clusters
  Score: Raw -12698655.215628 + Penalty 3870.212766 = -12694785.002862
  nChanged 11889
		SP:Iteration 5F (38030.520000 sec): 3 clusters
  Score: Raw -12708452.271224 + Penalty 3870.212766 = -12704582.058458
  nChanged 12206
		SP:Iteration 6F (38031.540000 sec): 3 clusters
  Score: Raw -12719762.497662 + Penalty 3870.212766 = -12715892.284897
  nChanged 9942
		SP:Iteration 7F (38032.620000 sec): 3 clusters
  Score: Raw -12729289.165127 + Penalty 3870.212766 = -12725418.952362
  nChanged 5828
		SP:Iteration 8Q (38033.760000 sec): 3 clusters
  Score: Raw -12734649.530927 + Penalty 3870.212766 = -12730779.318162
  nChanged 2805
		SP:Iteration 9Q (38034.930000 sec): 3 clusters
  Score: Raw -12737126.610893 + Penalty 3870.212766 = -12733256.398127
  nChanged 1130
		SP:Iteration 10Q (38036.060000 sec): 3 clusters
  Score: Raw -12738075.493638 + Penalty 3870.212766 = -12734205.280872
  nChanged 429
		SP:Iteration 11Q (38037.240000 sec): 3 clusters
  Score: Raw -12738434.940829 + Penalty 3870.212766 = -12734564.728063
  nChanged 183
		SP:Iteration 12Q (38038.410000 sec): 3 clusters
  Score: Raw -12738575.023018 + Penalty 3870.212766 = -12734704.810253
  nChanged 111
		SP:Iteration 13Q (38039.510000 sec): 3 clusters
  Score: Raw -12738665.344495 + Penalty 3870.212766 = -12734795.131729
  nChanged 79
		SP:Iteration 14Q (38040.590000 sec): 3 clusters
  Score: Raw -12738725.307312 + Penalty 3870.212766 = -12734855.094546
  nChanged 51
		SP:Iteration 15Q (38041.560000 sec): 3 clusters
  Score: Raw -12738764.541601 + Penalty 3870.212766 = -12734894.328836
  nChanged 29
		SP:Iteration 16Q (38042.510000 sec): 3 clusters
  Score: Raw -12738786.315084 + Penalty 3870.212766 = -12734916.102318
  nChanged 20
		SP:Iteration 17Q (38043.460000 sec): 3 clusters
  Score: Raw -12738800.983702 + Penalty 3870.212766 = -12734930.770936
  nChanged 17
		SP:Iteration 18Q (38044.390000 sec): 3 clusters
  Score: Raw -12738814.291918 + Penalty 3870.212766 = -12734944.079153
  nChanged 12
		SP:Iteration 19Q (38045.390000 sec): 3 clusters
  Score: Raw -12738823.151495 + Penalty 3870.212766 = -12734952.938729
  nChanged 12
		SP:Iteration 20F (38046.380000 sec): 3 clusters
  Score: Raw -12738830.318122 + Penalty 3870.212766 = -12734960.105357
  nChanged 10
		SP:Iteration 21Q (38047.410000 sec): 3 clusters
  Score: Raw -12738836.514304 + Penalty 3870.212766 = -12734966.301538
  nChanged 7
		SP:Iteration 22Q (38048.330000 sec): 3 clusters
  Score: Raw -12738842.457889 + Penalty 3870.212766 = -12734972.245123
  nChanged 6
		SP:Iteration 23Q (38049.200000 sec): 3 clusters
  Score: Raw -12738847.318848 + Penalty 3870.212766 = -12734977.106083
  nChanged 2
		SP:Iteration 24Q (38050.130000 sec): 3 clusters
  Score: Raw -12738848.805621 + Penalty 3870.212766 = -12734978.592856
  nChanged 3
		SP:Iteration 25Q (38051.160000 sec): 3 clusters
  Score: Raw -12738851.006278 + Penalty 3870.212766 = -12734980.793512
  nChanged 4
		SP:Iteration 26Q (38052.060000 sec): 3 clusters
  Score: Raw -12738854.300058 + Penalty 3870.212766 = -12734984.087293
  nChanged 3
		SP:Iteration 27Q (38053.070000 sec): 3 clusters
  Score: Raw -12738855.996839 + Penalty 3870.212766 = -12734985.784074
  nChanged 2
		SP:Iteration 28Q (38054.140000 sec): 3 clusters
  Score: Raw -12738856.794052 + Penalty 3870.212766 = -12734986.581287
  nChanged 1
		SP:Iteration 29Q (38055.070000 sec): 3 clusters
  Score: Raw -12738857.363356 + Penalty 3870.212766 = -12734987.150590
  nChanged 0
		SP:Iteration 30F (38055.950000 sec): 3 clusters
  Score: Raw -12738857.363356 + Penalty 3870.212766 = -12734987.150590
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 28 (6276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38056.140000 sec): 2 clusters
  Score: Raw -523949.994491 + Penalty 1420.979319 = -522529.015172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38056.380000 sec): 3 clusters
  Score: Raw -520600.617640 + Penalty 2841.958637 = -517758.659003
  nChanged 2616
		SP:Iteration 1F (38056.630000 sec): 3 clusters
  Score: Raw -522203.347218 + Penalty 2841.958637 = -519361.388581
  nChanged 532
		SP:Iteration 2F (38056.870000 sec): 3 clusters
  Score: Raw -522579.094348 + Penalty 2841.958637 = -519737.135711
  nChanged 431
		SP:Iteration 3F (38057.100000 sec): 3 clusters
  Score: Raw -522868.275989 + Penalty 2841.958637 = -520026.317352
  nChanged 368
		SP:Iteration 4F (38057.290000 sec): 3 clusters
  Score: Raw -523145.174378 + Penalty 2841.958637 = -520303.215741
  nChanged 370
		SP:Iteration 5F (38057.490000 sec): 3 clusters
  Score: Raw -523478.067407 + Penalty 2841.958637 = -520636.108770
  nChanged 332
		SP:Iteration 6F (38057.720000 sec): 3 clusters
  Score: Raw -523794.710469 + Penalty 2841.958637 = -520952.751832
  nChanged 289
		SP:Iteration 7Q (38057.920000 sec): 3 clusters
  Score: Raw -524086.532311 + Penalty 2841.958637 = -521244.573674
  nChanged 298
		SP:Iteration 8Q (38058.150000 sec): 3 clusters
  Score: Raw -524372.778862 + Penalty 2841.958637 = -521530.820225
  nChanged 239
		SP:Iteration 9Q (38058.340000 sec): 3 clusters
  Score: Raw -524583.876616 + Penalty 2841.958637 = -521741.917979
  nChanged 181
		SP:Iteration 10Q (38058.530000 sec): 3 clusters
  Score: Raw -524694.861856 + Penalty 2841.958637 = -521852.903219
  nChanged 105
		SP:Iteration 11Q (38058.730000 sec): 3 clusters
  Score: Raw -524746.389914 + Penalty 2841.958637 = -521904.431277
  nChanged 78
		SP:Iteration 12Q (38058.950000 sec): 3 clusters
  Score: Raw -524779.329108 + Penalty 2841.958637 = -521937.370471
  nChanged 56
		SP:Iteration 13Q (38059.110000 sec): 3 clusters
  Score: Raw -524798.400541 + Penalty 2841.958637 = -521956.441904
  nChanged 44
		SP:Iteration 14Q (38059.300000 sec): 3 clusters
  Score: Raw -524813.600110 + Penalty 2841.958637 = -521971.641473
  nChanged 45
		SP:Iteration 15Q (38059.530000 sec): 3 clusters
  Score: Raw -524829.235475 + Penalty 2841.958637 = -521987.276838
  nChanged 34
		SP:Iteration 16Q (38059.760000 sec): 3 clusters
  Score: Raw -524837.327184 + Penalty 2841.958637 = -521995.368547
  nChanged 23
		SP:Iteration 17Q (38059.920000 sec): 3 clusters
  Score: Raw -524842.779976 + Penalty 2841.958637 = -522000.821339
  nChanged 14
		SP:Iteration 18Q (38060.110000 sec): 3 clusters
  Score: Raw -524845.916337 + Penalty 2841.958637 = -522003.957700
  nChanged 8
		SP:Iteration 19Q (38060.340000 sec): 3 clusters
  Score: Raw -524847.121891 + Penalty 2841.958637 = -522005.163254
  nChanged 5
		SP:Iteration 20F (38060.500000 sec): 3 clusters
  Score: Raw -524847.510559 + Penalty 2841.958637 = -522005.551922
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 29 (3632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38060.640000 sec): 2 clusters
  Score: Raw -284619.051624 + Penalty 1332.100045 = -283286.951579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38060.930000 sec): 3 clusters
  Score: Raw -282877.427572 + Penalty 2664.200090 = -280213.227481
  nChanged 1404
		SP:Iteration 1F (38061.100000 sec): 3 clusters
  Score: Raw -283820.278279 + Penalty 2664.200090 = -281156.078189
  nChanged 322
		SP:Iteration 2F (38061.260000 sec): 3 clusters
  Score: Raw -284097.717875 + Penalty 2664.200090 = -281433.517784
  nChanged 245
		SP:Iteration 3F (38061.450000 sec): 3 clusters
  Score: Raw -284346.966867 + Penalty 2664.200090 = -281682.766777
  nChanged 204
		SP:Iteration 4F (38061.620000 sec): 3 clusters
  Score: Raw -284579.344203 + Penalty 2664.200090 = -281915.144113
  nChanged 185
		SP:Iteration 5F (38061.760000 sec): 3 clusters
  Score: Raw -284752.468632 + Penalty 2664.200090 = -282088.268542
  nChanged 157
		SP:Iteration 6Q (38061.900000 sec): 3 clusters
  Score: Raw -284863.871708 + Penalty 2664.200090 = -282199.671618
  nChanged 123
		SP:Iteration 7Q (38062.110000 sec): 3 clusters
  Score: Raw -284931.350586 + Penalty 2664.200090 = -282267.150495
  nChanged 69
		SP:Iteration 8Q (38062.230000 sec): 3 clusters
  Score: Raw -284965.415380 + Penalty 2664.200090 = -282301.215289
  nChanged 71
		SP:Iteration 9Q (38062.420000 sec): 3 clusters
  Score: Raw -285009.708561 + Penalty 2664.200090 = -282345.508471
  nChanged 61
		SP:Iteration 10Q (38062.590000 sec): 3 clusters
  Score: Raw -285046.240749 + Penalty 2664.200090 = -282382.040658
  nChanged 51
		SP:Iteration 11Q (38062.730000 sec): 3 clusters
  Score: Raw -285065.358935 + Penalty 2664.200090 = -282401.158844
  nChanged 32
		SP:Iteration 12Q (38062.900000 sec): 3 clusters
  Score: Raw -285075.057552 + Penalty 2664.200090 = -282410.857462
  nChanged 21
		SP:Iteration 13Q (38063.140000 sec): 3 clusters
  Score: Raw -285081.224120 + Penalty 2664.200090 = -282417.024029
  nChanged 23
		SP:Iteration 14Q (38063.330000 sec): 3 clusters
  Score: Raw -285090.134141 + Penalty 2664.200090 = -282425.934050
  nChanged 28
		SP:Iteration 15Q (38063.510000 sec): 3 clusters
  Score: Raw -285104.553347 + Penalty 2664.200090 = -282440.353256
  nChanged 35
		SP:Iteration 16Q (38063.680000 sec): 3 clusters
  Score: Raw -285119.292104 + Penalty 2664.200090 = -282455.092014
  nChanged 35
		SP:Iteration 17Q (38063.810000 sec): 3 clusters
  Score: Raw -285133.617500 + Penalty 2664.200090 = -282469.417409
  nChanged 31
		SP:Iteration 18Q (38064.010000 sec): 3 clusters
  Score: Raw -285147.160927 + Penalty 2664.200090 = -282482.960837
  nChanged 25
		SP:Iteration 19Q (38064.210000 sec): 3 clusters
  Score: Raw -285159.484400 + Penalty 2664.200090 = -282495.284309
  nChanged 31
		SP:Iteration 20F (38064.440000 sec): 3 clusters
  Score: Raw -285170.103819 + Penalty 2664.200090 = -282505.903729
  nChanged 27
		SP:Iteration 21Q (38064.660000 sec): 3 clusters
  Score: Raw -285181.177532 + Penalty 2664.200090 = -282516.977441
  nChanged 33
		SP:Iteration 22Q (38064.900000 sec): 3 clusters
  Score: Raw -285191.842388 + Penalty 2664.200090 = -282527.642298
  nChanged 18
		SP:Iteration 23Q (38065.040000 sec): 3 clusters
  Score: Raw -285198.394167 + Penalty 2664.200090 = -282534.194076
  nChanged 15
		SP:Iteration 24Q (38065.240000 sec): 3 clusters
  Score: Raw -285204.919896 + Penalty 2664.200090 = -282540.719805
  nChanged 10
		SP:Iteration 25Q (38065.470000 sec): 3 clusters
  Score: Raw -285208.454429 + Penalty 2664.200090 = -282544.254339
  nChanged 10
		SP:Iteration 26Q (38065.650000 sec): 3 clusters
  Score: Raw -285212.928735 + Penalty 2664.200090 = -282548.728645
  nChanged 13
		SP:Iteration 27Q (38065.870000 sec): 3 clusters
  Score: Raw -285217.706412 + Penalty 2664.200090 = -282553.506322
  nChanged 10
		SP:Iteration 28Q (38066.070000 sec): 3 clusters
  Score: Raw -285220.380145 + Penalty 2664.200090 = -282556.180054
  nChanged 6
		SP:Iteration 29Q (38066.300000 sec): 3 clusters
  Score: Raw -285222.299206 + Penalty 2664.200090 = -282558.099115
  nChanged 11
		SP:Iteration 30Q (38066.440000 sec): 3 clusters
  Score: Raw -285225.882587 + Penalty 2664.200090 = -282561.682497
  nChanged 8
		SP:Iteration 31Q (38066.600000 sec): 3 clusters
  Score: Raw -285227.945924 + Penalty 2664.200090 = -282563.745834
  nChanged 9
		SP:Iteration 32Q (38066.780000 sec): 3 clusters
  Score: Raw -285230.756191 + Penalty 2664.200090 = -282566.556100
  nChanged 7
		SP:Iteration 33Q (38066.880000 sec): 3 clusters
  Score: Raw -285232.573676 + Penalty 2664.200090 = -282568.373586
  nChanged 4
		SP:Iteration 34Q (38067.080000 sec): 3 clusters
  Score: Raw -285233.451714 + Penalty 2664.200090 = -282569.251623
  nChanged 2
		SP:Iteration 35Q (38067.260000 sec): 3 clusters
  Score: Raw -285234.521011 + Penalty 2664.200090 = -282570.320921
  nChanged 6
		SP:Iteration 36Q (38067.480000 sec): 3 clusters
  Score: Raw -285236.227902 + Penalty 2664.200090 = -282572.027812
  nChanged 7
		SP:Iteration 37Q (38067.690000 sec): 3 clusters
  Score: Raw -285237.649001 + Penalty 2664.200090 = -282573.448910
  nChanged 8
		SP:Iteration 38Q (38067.890000 sec): 3 clusters
  Score: Raw -285240.272467 + Penalty 2664.200090 = -282576.072376
  nChanged 11
		SP:Iteration 39Q (38068.090000 sec): 3 clusters
  Score: Raw -285243.086272 + Penalty 2664.200090 = -282578.886182
  nChanged 8
		SP:Iteration 40F (38068.260000 sec): 3 clusters
  Score: Raw -285245.122107 + Penalty 2664.200090 = -282580.922016
  nChanged 7
		SP:Iteration 41Q (38068.430000 sec): 3 clusters
  Score: Raw -285247.550696 + Penalty 2664.200090 = -282583.350605
  nChanged 6
		SP:Iteration 42Q (38068.600000 sec): 3 clusters
  Score: Raw -285250.033502 + Penalty 2664.200090 = -282585.833412
  nChanged 8
		SP:Iteration 43Q (38068.720000 sec): 3 clusters
  Score: Raw -285253.622589 + Penalty 2664.200090 = -282589.422499
  nChanged 15
		SP:Iteration 44Q (38068.890000 sec): 3 clusters
  Score: Raw -285257.376940 + Penalty 2664.200090 = -282593.176849
  nChanged 9
		SP:Iteration 45Q (38069.020000 sec): 3 clusters
  Score: Raw -285260.019287 + Penalty 2664.200090 = -282595.819197
  nChanged 9
		SP:Iteration 46Q (38069.150000 sec): 3 clusters
  Score: Raw -285262.195703 + Penalty 2664.200090 = -282597.995613
  nChanged 10
		SP:Iteration 47Q (38069.330000 sec): 3 clusters
  Score: Raw -285265.155037 + Penalty 2664.200090 = -282600.954947
  nChanged 9
		SP:Iteration 48Q (38069.510000 sec): 3 clusters
  Score: Raw -285269.403682 + Penalty 2664.200090 = -282605.203592
  nChanged 10
		SP:Iteration 49Q (38069.650000 sec): 3 clusters
  Score: Raw -285274.915875 + Penalty 2664.200090 = -282610.715785
  nChanged 14
		SP:Iteration 50Q (38069.790000 sec): 3 clusters
  Score: Raw -285281.922037 + Penalty 2664.200090 = -282617.721947
  nChanged 19
		SP:Iteration 51Q (38069.990000 sec): 3 clusters
  Score: Raw -285289.363344 + Penalty 2664.200090 = -282625.163253
  nChanged 20
		SP:Iteration 52Q (38070.150000 sec): 3 clusters
  Score: Raw -285297.269393 + Penalty 2664.200090 = -282633.069303
  nChanged 16
		SP:Iteration 53Q (38070.330000 sec): 3 clusters
  Score: Raw -285305.620813 + Penalty 2664.200090 = -282641.420723
  nChanged 17
		SP:Iteration 54Q (38070.530000 sec): 3 clusters
  Score: Raw -285311.983306 + Penalty 2664.200090 = -282647.783215
  nChanged 13
		SP:Iteration 55Q (38070.700000 sec): 3 clusters
  Score: Raw -285318.712273 + Penalty 2664.200090 = -282654.512183
  nChanged 16
		SP:Iteration 56Q (38070.900000 sec): 3 clusters
  Score: Raw -285324.747036 + Penalty 2664.200090 = -282660.546946
  nChanged 14
		SP:Iteration 57Q (38071.080000 sec): 3 clusters
  Score: Raw -285330.236584 + Penalty 2664.200090 = -282666.036493
  nChanged 18
		SP:Iteration 58Q (38071.260000 sec): 3 clusters
  Score: Raw -285338.833203 + Penalty 2664.200090 = -282674.633113
  nChanged 18
		SP:Iteration 59Q (38071.460000 sec): 3 clusters
  Score: Raw -285347.127561 + Penalty 2664.200090 = -282682.927470
  nChanged 15
		SP:Iteration 60F (38071.730000 sec): 3 clusters
  Score: Raw -285353.686209 + Penalty 2664.200090 = -282689.486119
  nChanged 14
		SP:Iteration 61Q (38071.950000 sec): 3 clusters
  Score: Raw -285359.668379 + Penalty 2664.200090 = -282695.468288
  nChanged 11
		SP:Iteration 62Q (38072.170000 sec): 3 clusters
  Score: Raw -285362.865560 + Penalty 2664.200090 = -282698.665469
  nChanged 9
		SP:Iteration 63Q (38072.380000 sec): 3 clusters
  Score: Raw -285365.289380 + Penalty 2664.200090 = -282701.089290
  nChanged 8
		SP:Iteration 64Q (38072.600000 sec): 3 clusters
  Score: Raw -285367.775121 + Penalty 2664.200090 = -282703.575031
  nChanged 4
		SP:Iteration 65Q (38072.810000 sec): 3 clusters
  Score: Raw -285368.614299 + Penalty 2664.200090 = -282704.414209
  nChanged 1
		SP:Iteration 66Q (38073.040000 sec): 3 clusters
  Score: Raw -285368.856110 + Penalty 2664.200090 = -282704.656020
  nChanged 1
		SP:Iteration 67Q (38073.270000 sec): 3 clusters
  Score: Raw -285368.959210 + Penalty 2664.200090 = -282704.759120
  nChanged 0
		SP:Iteration 68F (38073.470000 sec): 3 clusters
  Score: Raw -285368.959210 + Penalty 2664.200090 = -282704.759120
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 30 (3867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38073.590000 sec): 2 clusters
  Score: Raw -332025.606349 + Penalty 1342.288072 = -330683.318277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38073.870000 sec): 3 clusters
  Score: Raw -330103.077675 + Penalty 2684.576145 = -327418.501530
  nChanged 1483
		SP:Iteration 1F (38074.020000 sec): 3 clusters
  Score: Raw -330960.439773 + Penalty 2684.576145 = -328275.863628
  nChanged 307
		SP:Iteration 2F (38074.200000 sec): 3 clusters
  Score: Raw -331131.648493 + Penalty 2684.576145 = -328447.072348
  nChanged 227
		SP:Iteration 3F (38074.400000 sec): 3 clusters
  Score: Raw -331263.624763 + Penalty 2684.576145 = -328579.048618
  nChanged 164
		SP:Iteration 4Q (38074.610000 sec): 3 clusters
  Score: Raw -331345.361270 + Penalty 2684.576145 = -328660.785125
  nChanged 113
		SP:Iteration 5Q (38074.820000 sec): 3 clusters
  Score: Raw -331404.051290 + Penalty 2684.576145 = -328719.475145
  nChanged 111
		SP:Iteration 6Q (38075.040000 sec): 3 clusters
  Score: Raw -331462.900726 + Penalty 2684.576145 = -328778.324581
  nChanged 116
		SP:Iteration 7Q (38075.250000 sec): 3 clusters
  Score: Raw -331517.620299 + Penalty 2684.576145 = -328833.044154
  nChanged 89
		SP:Iteration 8Q (38075.460000 sec): 3 clusters
  Score: Raw -331558.856791 + Penalty 2684.576145 = -328874.280646
  nChanged 91
		SP:Iteration 9Q (38075.630000 sec): 3 clusters
  Score: Raw -331611.728715 + Penalty 2684.576145 = -328927.152570
  nChanged 111
		SP:Iteration 10Q (38075.800000 sec): 3 clusters
  Score: Raw -331680.103131 + Penalty 2684.576145 = -328995.526986
  nChanged 99
		SP:Iteration 11Q (38076.000000 sec): 3 clusters
  Score: Raw -331734.603110 + Penalty 2684.576145 = -329050.026965
  nChanged 95
		SP:Iteration 12Q (38076.140000 sec): 3 clusters
  Score: Raw -331793.373713 + Penalty 2684.576145 = -329108.797568
  nChanged 92
		SP:Iteration 13Q (38076.320000 sec): 3 clusters
  Score: Raw -331856.464545 + Penalty 2684.576145 = -329171.888401
  nChanged 93
		SP:Iteration 14Q (38076.550000 sec): 3 clusters
  Score: Raw -331916.852566 + Penalty 2684.576145 = -329232.276421
  nChanged 76
		SP:Iteration 15Q (38076.780000 sec): 3 clusters
  Score: Raw -331975.871036 + Penalty 2684.576145 = -329291.294891
  nChanged 69
		SP:Iteration 16Q (38077.030000 sec): 3 clusters
  Score: Raw -332022.464907 + Penalty 2684.576145 = -329337.888762
  nChanged 54
		SP:Iteration 17Q (38077.200000 sec): 3 clusters
  Score: Raw -332060.414954 + Penalty 2684.576145 = -329375.838809
  nChanged 33
		SP:Iteration 18Q (38077.390000 sec): 3 clusters
  Score: Raw -332081.462730 + Penalty 2684.576145 = -329396.886586
  nChanged 26
		SP:Iteration 19Q (38077.550000 sec): 3 clusters
  Score: Raw -332098.965575 + Penalty 2684.576145 = -329414.389430
  nChanged 26
		SP:Iteration 20F (38077.710000 sec): 3 clusters
  Score: Raw -332115.710981 + Penalty 2684.576145 = -329431.134837
  nChanged 19
		SP:Iteration 21Q (38077.870000 sec): 3 clusters
  Score: Raw -332130.104108 + Penalty 2684.576145 = -329445.527963
  nChanged 21
		SP:Iteration 22Q (38078.050000 sec): 3 clusters
  Score: Raw -332145.293402 + Penalty 2684.576145 = -329460.717257
  nChanged 13
		SP:Iteration 23Q (38078.230000 sec): 3 clusters
  Score: Raw -332153.407209 + Penalty 2684.576145 = -329468.831064
  nChanged 15
		SP:Iteration 24Q (38078.390000 sec): 3 clusters
  Score: Raw -332165.391653 + Penalty 2684.576145 = -329480.815508
  nChanged 11
		SP:Iteration 25Q (38078.540000 sec): 3 clusters
  Score: Raw -332172.769794 + Penalty 2684.576145 = -329488.193649
  nChanged 10
		SP:Iteration 26Q (38078.700000 sec): 3 clusters
  Score: Raw -332182.247480 + Penalty 2684.576145 = -329497.671335
  nChanged 13
		SP:Iteration 27Q (38078.860000 sec): 3 clusters
  Score: Raw -332193.370737 + Penalty 2684.576145 = -329508.794592
  nChanged 14
		SP:Iteration 28Q (38079.010000 sec): 3 clusters
  Score: Raw -332202.330979 + Penalty 2684.576145 = -329517.754834
  nChanged 12
		SP:Iteration 29Q (38079.170000 sec): 3 clusters
  Score: Raw -332212.979374 + Penalty 2684.576145 = -329528.403230
  nChanged 6
		SP:Iteration 30Q (38079.330000 sec): 3 clusters
  Score: Raw -332215.798680 + Penalty 2684.576145 = -329531.222535
  nChanged 2
		SP:Iteration 31Q (38079.490000 sec): 3 clusters
  Score: Raw -332216.864665 + Penalty 2684.576145 = -329532.288521
  nChanged 3
		SP:Iteration 32Q (38079.650000 sec): 3 clusters
  Score: Raw -332218.331913 + Penalty 2684.576145 = -329533.755769
  nChanged 1
		SP:Iteration 33Q (38079.800000 sec): 3 clusters
  Score: Raw -332218.589485 + Penalty 2684.576145 = -329534.013340
  nChanged 0
		SP:Iteration 34F (38079.960000 sec): 3 clusters
  Score: Raw -332218.589485 + Penalty 2684.576145 = -329534.013340
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 31 (7008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38080.070000 sec): 2 clusters
  Score: Raw -555718.254621 + Penalty 1438.906240 = -554279.348381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38080.290000 sec): 3 clusters
  Score: Raw -551890.968639 + Penalty 2877.812481 = -549013.156159
  nChanged 2897
		SP:Iteration 1F (38080.480000 sec): 3 clusters
  Score: Raw -553409.684290 + Penalty 2877.812481 = -550531.871809
  nChanged 484
		SP:Iteration 2F (38080.660000 sec): 3 clusters
  Score: Raw -553670.668243 + Penalty 2877.812481 = -550792.855762
  nChanged 416
		SP:Iteration 3F (38080.830000 sec): 3 clusters
  Score: Raw -553908.084110 + Penalty 2877.812481 = -551030.271629
  nChanged 376
		SP:Iteration 4F (38080.990000 sec): 3 clusters
  Score: Raw -554142.905754 + Penalty 2877.812481 = -551265.093274
  nChanged 351
		SP:Iteration 5F (38081.170000 sec): 3 clusters
  Score: Raw -554363.933606 + Penalty 2877.812481 = -551486.121125
  nChanged 300
		SP:Iteration 6Q (38081.330000 sec): 3 clusters
  Score: Raw -554564.899812 + Penalty 2877.812481 = -551687.087331
  nChanged 311
		SP:Iteration 7Q (38081.500000 sec): 3 clusters
  Score: Raw -554773.605863 + Penalty 2877.812481 = -551895.793382
  nChanged 281
		SP:Iteration 8Q (38081.670000 sec): 3 clusters
  Score: Raw -554936.103912 + Penalty 2877.812481 = -552058.291431
  nChanged 237
		SP:Iteration 9Q (38081.840000 sec): 3 clusters
  Score: Raw -555075.610499 + Penalty 2877.812481 = -552197.798019
  nChanged 219
		SP:Iteration 10Q (38081.990000 sec): 3 clusters
  Score: Raw -555196.469515 + Penalty 2877.812481 = -552318.657035
  nChanged 174
		SP:Iteration 11Q (38082.160000 sec): 3 clusters
  Score: Raw -555278.107677 + Penalty 2877.812481 = -552400.295196
  nChanged 138
		SP:Iteration 12Q (38082.330000 sec): 3 clusters
  Score: Raw -555335.233964 + Penalty 2877.812481 = -552457.421483
  nChanged 126
		SP:Iteration 13Q (38082.510000 sec): 3 clusters
  Score: Raw -555387.051897 + Penalty 2877.812481 = -552509.239417
  nChanged 111
		SP:Iteration 14Q (38082.690000 sec): 3 clusters
  Score: Raw -555430.543975 + Penalty 2877.812481 = -552552.731495
  nChanged 116
		SP:Iteration 15Q (38082.860000 sec): 3 clusters
  Score: Raw -555476.028280 + Penalty 2877.812481 = -552598.215799
  nChanged 101
		SP:Iteration 16Q (38083.030000 sec): 3 clusters
  Score: Raw -555512.720808 + Penalty 2877.812481 = -552634.908328
  nChanged 89
		SP:Iteration 17Q (38083.210000 sec): 3 clusters
  Score: Raw -555547.882129 + Penalty 2877.812481 = -552670.069648
  nChanged 84
		SP:Iteration 18Q (38083.450000 sec): 3 clusters
  Score: Raw -555585.740737 + Penalty 2877.812481 = -552707.928256
  nChanged 85
		SP:Iteration 19Q (38083.660000 sec): 3 clusters
  Score: Raw -555621.623800 + Penalty 2877.812481 = -552743.811319
  nChanged 86
		SP:Iteration 20F (38083.810000 sec): 3 clusters
  Score: Raw -555663.250601 + Penalty 2877.812481 = -552785.438121
  nChanged 82
		SP:Iteration 21Q (38084.030000 sec): 3 clusters
  Score: Raw -555696.805626 + Penalty 2877.812481 = -552818.993145
  nChanged 74
		SP:Iteration 22Q (38084.250000 sec): 3 clusters
  Score: Raw -555728.758779 + Penalty 2877.812481 = -552850.946299
  nChanged 73
		SP:Iteration 23Q (38084.390000 sec): 3 clusters
  Score: Raw -555761.798448 + Penalty 2877.812481 = -552883.985968
  nChanged 80
		SP:Iteration 24Q (38084.620000 sec): 3 clusters
  Score: Raw -555804.896063 + Penalty 2877.812481 = -552927.083582
  nChanged 73
		SP:Iteration 25Q (38084.770000 sec): 3 clusters
  Score: Raw -555850.188383 + Penalty 2877.812481 = -552972.375902
  nChanged 84
		SP:Iteration 26Q (38084.960000 sec): 3 clusters
  Score: Raw -555897.890765 + Penalty 2877.812481 = -553020.078285
  nChanged 81
		SP:Iteration 27Q (38085.130000 sec): 3 clusters
  Score: Raw -555949.220148 + Penalty 2877.812481 = -553071.407668
  nChanged 73
		SP:Iteration 28Q (38085.300000 sec): 3 clusters
  Score: Raw -556030.131056 + Penalty 2877.812481 = -553152.318575
  nChanged 76
		SP:Iteration 29Q (38085.470000 sec): 3 clusters
  Score: Raw -556114.594956 + Penalty 2877.812481 = -553236.782475
  nChanged 69
		SP:Iteration 30Q (38085.640000 sec): 3 clusters
  Score: Raw -556167.085199 + Penalty 2877.812481 = -553289.272718
  nChanged 46
		SP:Iteration 31Q (38085.810000 sec): 3 clusters
  Score: Raw -556190.402303 + Penalty 2877.812481 = -553312.589823
  nChanged 23
		SP:Iteration 32Q (38085.980000 sec): 3 clusters
  Score: Raw -556201.669267 + Penalty 2877.812481 = -553323.856787
  nChanged 10
		SP:Iteration 33Q (38086.160000 sec): 3 clusters
  Score: Raw -556204.731495 + Penalty 2877.812481 = -553326.919014
  nChanged 6
		SP:Iteration 34Q (38086.320000 sec): 3 clusters
  Score: Raw -556206.960669 + Penalty 2877.812481 = -553329.148188
  nChanged 5
		SP:Iteration 35Q (38086.490000 sec): 3 clusters
  Score: Raw -556208.386988 + Penalty 2877.812481 = -553330.574507
  nChanged 2
		SP:Iteration 36Q (38086.650000 sec): 3 clusters
  Score: Raw -556208.703281 + Penalty 2877.812481 = -553330.890801
  nChanged 0
		SP:Iteration 37F (38086.870000 sec): 3 clusters
  Score: Raw -556208.703281 + Penalty 2877.812481 = -553330.890801
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 32 (22894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38087.090000 sec): 2 clusters
  Score: Raw -1937829.886217 + Penalty 1631.277399 = -1936198.608818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38087.380000 sec): 3 clusters
  Score: Raw -1924089.438452 + Penalty 3262.554798 = -1920826.883654
  nChanged 10266
		SP:Iteration 1F (38087.660000 sec): 3 clusters
  Score: Raw -1929518.934024 + Penalty 3262.554798 = -1926256.379226
  nChanged 956
		SP:Iteration 2Q (38088.000000 sec): 3 clusters
  Score: Raw -1929795.973623 + Penalty 3262.554798 = -1926533.418826
  nChanged 875
		SP:Iteration 3Q (38088.280000 sec): 3 clusters
  Score: Raw -1930047.235345 + Penalty 3262.554798 = -1926784.680547
  nChanged 815
		SP:Iteration 4Q (38088.610000 sec): 3 clusters
  Score: Raw -1930297.667520 + Penalty 3262.554798 = -1927035.112722
  nChanged 809
		SP:Iteration 5Q (38088.920000 sec): 3 clusters
  Score: Raw -1930560.910463 + Penalty 3262.554798 = -1927298.355665
  nChanged 838
		SP:Iteration 6Q (38089.230000 sec): 3 clusters
  Score: Raw -1930877.262345 + Penalty 3262.554798 = -1927614.707547
  nChanged 877
		SP:Iteration 7Q (38089.540000 sec): 3 clusters
  Score: Raw -1931252.594886 + Penalty 3262.554798 = -1927990.040088
  nChanged 908
		SP:Iteration 8Q (38089.820000 sec): 3 clusters
  Score: Raw -1931737.172582 + Penalty 3262.554798 = -1928474.617784
  nChanged 1057
		SP:Iteration 9Q (38090.130000 sec): 3 clusters
  Score: Raw -1932402.241109 + Penalty 3262.554798 = -1929139.686312
  nChanged 1139
		SP:Iteration 10Q (38090.430000 sec): 3 clusters
  Score: Raw -1933165.025638 + Penalty 3262.554798 = -1929902.470841
  nChanged 1045
		SP:Iteration 11Q (38090.790000 sec): 3 clusters
  Score: Raw -1933822.068925 + Penalty 3262.554798 = -1930559.514127
  nChanged 879
		SP:Iteration 12Q (38091.120000 sec): 3 clusters
  Score: Raw -1934263.958729 + Penalty 3262.554798 = -1931001.403931
  nChanged 676
		SP:Iteration 13Q (38091.410000 sec): 3 clusters
  Score: Raw -1934545.435354 + Penalty 3262.554798 = -1931282.880557
  nChanged 510
		SP:Iteration 14Q (38091.760000 sec): 3 clusters
  Score: Raw -1934731.030862 + Penalty 3262.554798 = -1931468.476065
  nChanged 406
		SP:Iteration 15Q (38092.100000 sec): 3 clusters
  Score: Raw -1934864.674104 + Penalty 3262.554798 = -1931602.119307
  nChanged 371
		SP:Iteration 16Q (38092.420000 sec): 3 clusters
  Score: Raw -1934985.251017 + Penalty 3262.554798 = -1931722.696220
  nChanged 388
		SP:Iteration 17Q (38092.710000 sec): 3 clusters
  Score: Raw -1935124.481332 + Penalty 3262.554798 = -1931861.926535
  nChanged 424
		SP:Iteration 18Q (38093.060000 sec): 3 clusters
  Score: Raw -1935295.210171 + Penalty 3262.554798 = -1932032.655373
  nChanged 446
		SP:Iteration 19Q (38093.350000 sec): 3 clusters
  Score: Raw -1935485.005601 + Penalty 3262.554798 = -1932222.450804
  nChanged 451
		SP:Iteration 20F (38093.600000 sec): 3 clusters
  Score: Raw -1935699.605818 + Penalty 3262.554798 = -1932437.051020
  nChanged 485
		SP:Iteration 21Q (38093.940000 sec): 3 clusters
  Score: Raw -1935958.598605 + Penalty 3262.554798 = -1932696.043807
  nChanged 481
		SP:Iteration 22Q (38094.170000 sec): 3 clusters
  Score: Raw -1936234.038304 + Penalty 3262.554798 = -1932971.483506
  nChanged 436
		SP:Iteration 23Q (38094.460000 sec): 3 clusters
  Score: Raw -1936512.771239 + Penalty 3262.554798 = -1933250.216441
  nChanged 428
		SP:Iteration 24Q (38094.730000 sec): 3 clusters
  Score: Raw -1936809.076376 + Penalty 3262.554798 = -1933546.521578
  nChanged 377
		SP:Iteration 25Q (38095.030000 sec): 3 clusters
  Score: Raw -1937074.584590 + Penalty 3262.554798 = -1933812.029793
  nChanged 312
		SP:Iteration 26Q (38095.340000 sec): 3 clusters
  Score: Raw -1937303.628530 + Penalty 3262.554798 = -1934041.073732
  nChanged 282
		SP:Iteration 27Q (38095.620000 sec): 3 clusters
  Score: Raw -1937521.456008 + Penalty 3262.554798 = -1934258.901210
  nChanged 235
		SP:Iteration 28Q (38095.940000 sec): 3 clusters
  Score: Raw -1937712.359542 + Penalty 3262.554798 = -1934449.804745
  nChanged 168
		SP:Iteration 29Q (38096.230000 sec): 3 clusters
  Score: Raw -1937846.561405 + Penalty 3262.554798 = -1934584.006607
  nChanged 103
		SP:Iteration 30Q (38096.470000 sec): 3 clusters
  Score: Raw -1937936.371765 + Penalty 3262.554798 = -1934673.816967
  nChanged 64
		SP:Iteration 31Q (38096.740000 sec): 3 clusters
  Score: Raw -1937989.994134 + Penalty 3262.554798 = -1934727.439337
  nChanged 40
		SP:Iteration 32Q (38096.990000 sec): 3 clusters
  Score: Raw -1938030.537431 + Penalty 3262.554798 = -1934767.982633
  nChanged 31
		SP:Iteration 33Q (38097.310000 sec): 3 clusters
  Score: Raw -1938062.037086 + Penalty 3262.554798 = -1934799.482288
  nChanged 24
		SP:Iteration 34Q (38097.580000 sec): 3 clusters
  Score: Raw -1938084.426320 + Penalty 3262.554798 = -1934821.871522
  nChanged 11
		SP:Iteration 35Q (38097.830000 sec): 3 clusters
  Score: Raw -1938091.270788 + Penalty 3262.554798 = -1934828.715990
  nChanged 7
		SP:Iteration 36Q (38098.080000 sec): 3 clusters
  Score: Raw -1938097.534974 + Penalty 3262.554798 = -1934834.980177
  nChanged 7
		SP:Iteration 37Q (38098.390000 sec): 3 clusters
  Score: Raw -1938102.991074 + Penalty 3262.554798 = -1934840.436276
  nChanged 4
		SP:Iteration 38Q (38098.680000 sec): 3 clusters
  Score: Raw -1938105.707574 + Penalty 3262.554798 = -1934843.152776
  nChanged 1
		SP:Iteration 39Q (38098.990000 sec): 3 clusters
  Score: Raw -1938106.836785 + Penalty 3262.554798 = -1934844.281987
  nChanged 2
		SP:Iteration 40F (38099.330000 sec): 3 clusters
  Score: Raw -1938108.301128 + Penalty 3262.554798 = -1934845.746331
  nChanged 2
		SP:Iteration 41Q (38099.750000 sec): 3 clusters
  Score: Raw -1938109.614854 + Penalty 3262.554798 = -1934847.060056
  nChanged 2
		SP:Iteration 42Q (38100.030000 sec): 3 clusters
  Score: Raw -1938110.339306 + Penalty 3262.554798 = -1934847.784509
  nChanged 0
		SP:Iteration 43F (38100.360000 sec): 3 clusters
  Score: Raw -1938110.339306 + Penalty 3262.554798 = -1934847.784509
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 33 (3367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38100.530000 sec): 2 clusters
  Score: Raw -241670.967910 + Penalty 1319.788831 = -240351.179080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38100.680000 sec): 3 clusters
  Score: Raw -240093.505362 + Penalty 2639.577661 = -237453.927700
  nChanged 1331
		SP:Iteration 1F (38100.860000 sec): 3 clusters
  Score: Raw -241082.244502 + Penalty 2639.577661 = -238442.666840
  nChanged 360
		SP:Iteration 2F (38101.040000 sec): 3 clusters
  Score: Raw -241422.037373 + Penalty 2639.577661 = -238782.459712
  nChanged 254
		SP:Iteration 3F (38101.220000 sec): 3 clusters
  Score: Raw -241642.400026 + Penalty 2639.577661 = -239002.822365
  nChanged 166
		SP:Iteration 4Q (38101.380000 sec): 3 clusters
  Score: Raw -241760.119876 + Penalty 2639.577661 = -239120.542215
  nChanged 133
		SP:Iteration 5Q (38101.560000 sec): 3 clusters
  Score: Raw -241835.268816 + Penalty 2639.577661 = -239195.691155
  nChanged 101
		SP:Iteration 6Q (38101.760000 sec): 3 clusters
  Score: Raw -241895.337344 + Penalty 2639.577661 = -239255.759683
  nChanged 65
		SP:Iteration 7Q (38101.940000 sec): 3 clusters
  Score: Raw -241924.729709 + Penalty 2639.577661 = -239285.152048
  nChanged 37
		SP:Iteration 8Q (38102.120000 sec): 3 clusters
  Score: Raw -241941.009802 + Penalty 2639.577661 = -239301.432141
  nChanged 32
		SP:Iteration 9Q (38102.320000 sec): 3 clusters
  Score: Raw -241955.156159 + Penalty 2639.577661 = -239315.578498
  nChanged 39
		SP:Iteration 10Q (38102.470000 sec): 3 clusters
  Score: Raw -241973.019662 + Penalty 2639.577661 = -239333.442000
  nChanged 49
		SP:Iteration 11Q (38102.670000 sec): 3 clusters
  Score: Raw -241996.780881 + Penalty 2639.577661 = -239357.203220
  nChanged 35
		SP:Iteration 12Q (38102.820000 sec): 3 clusters
  Score: Raw -242018.464271 + Penalty 2639.577661 = -239378.886610
  nChanged 35
		SP:Iteration 13Q (38102.960000 sec): 3 clusters
  Score: Raw -242040.063668 + Penalty 2639.577661 = -239400.486007
  nChanged 36
		SP:Iteration 14Q (38103.100000 sec): 3 clusters
  Score: Raw -242057.845517 + Penalty 2639.577661 = -239418.267856
  nChanged 33
		SP:Iteration 15Q (38103.260000 sec): 3 clusters
  Score: Raw -242076.597438 + Penalty 2639.577661 = -239437.019777
  nChanged 36
		SP:Iteration 16Q (38103.440000 sec): 3 clusters
  Score: Raw -242093.659296 + Penalty 2639.577661 = -239454.081634
  nChanged 35
		SP:Iteration 17Q (38103.620000 sec): 3 clusters
  Score: Raw -242108.352398 + Penalty 2639.577661 = -239468.774736
  nChanged 22
		SP:Iteration 18Q (38103.790000 sec): 3 clusters
  Score: Raw -242118.791694 + Penalty 2639.577661 = -239479.214033
  nChanged 27
		SP:Iteration 19Q (38103.930000 sec): 3 clusters
  Score: Raw -242131.738750 + Penalty 2639.577661 = -239492.161089
  nChanged 18
		SP:Iteration 20F (38104.120000 sec): 3 clusters
  Score: Raw -242139.214660 + Penalty 2639.577661 = -239499.636999
  nChanged 17
		SP:Iteration 21Q (38104.300000 sec): 3 clusters
  Score: Raw -242146.101099 + Penalty 2639.577661 = -239506.523438
  nChanged 19
		SP:Iteration 22Q (38104.500000 sec): 3 clusters
  Score: Raw -242153.920193 + Penalty 2639.577661 = -239514.342532
  nChanged 21
		SP:Iteration 23Q (38104.670000 sec): 3 clusters
  Score: Raw -242161.656665 + Penalty 2639.577661 = -239522.079003
  nChanged 15
		SP:Iteration 24Q (38104.840000 sec): 3 clusters
  Score: Raw -242167.173661 + Penalty 2639.577661 = -239527.595999
  nChanged 15
		SP:Iteration 25Q (38105.070000 sec): 3 clusters
  Score: Raw -242172.416856 + Penalty 2639.577661 = -239532.839194
  nChanged 10
		SP:Iteration 26Q (38105.270000 sec): 3 clusters
  Score: Raw -242176.367461 + Penalty 2639.577661 = -239536.789800
  nChanged 7
		SP:Iteration 27Q (38105.470000 sec): 3 clusters
  Score: Raw -242178.672051 + Penalty 2639.577661 = -239539.094390
  nChanged 11
		SP:Iteration 28Q (38105.660000 sec): 3 clusters
  Score: Raw -242186.385982 + Penalty 2639.577661 = -239546.808321
  nChanged 16
		SP:Iteration 29Q (38105.900000 sec): 3 clusters
  Score: Raw -242196.460527 + Penalty 2639.577661 = -239556.882865
  nChanged 22
		SP:Iteration 30Q (38106.120000 sec): 3 clusters
  Score: Raw -242206.849285 + Penalty 2639.577661 = -239567.271624
  nChanged 10
		SP:Iteration 31Q (38106.300000 sec): 3 clusters
  Score: Raw -242213.538217 + Penalty 2639.577661 = -239573.960556
  nChanged 15
		SP:Iteration 32Q (38106.470000 sec): 3 clusters
  Score: Raw -242220.035313 + Penalty 2639.577661 = -239580.457652
  nChanged 11
		SP:Iteration 33Q (38106.640000 sec): 3 clusters
  Score: Raw -242226.239377 + Penalty 2639.577661 = -239586.661715
  nChanged 7
		SP:Iteration 34Q (38106.820000 sec): 3 clusters
  Score: Raw -242230.371466 + Penalty 2639.577661 = -239590.793805
  nChanged 4
		SP:Iteration 35Q (38107.060000 sec): 3 clusters
  Score: Raw -242232.071484 + Penalty 2639.577661 = -239592.493823
  nChanged 4
		SP:Iteration 36Q (38107.280000 sec): 3 clusters
  Score: Raw -242233.537803 + Penalty 2639.577661 = -239593.960142
  nChanged 5
		SP:Iteration 37Q (38107.480000 sec): 3 clusters
  Score: Raw -242236.508092 + Penalty 2639.577661 = -239596.930431
  nChanged 7
		SP:Iteration 38Q (38107.680000 sec): 3 clusters
  Score: Raw -242240.142795 + Penalty 2639.577661 = -239600.565134
  nChanged 7
		SP:Iteration 39Q (38107.860000 sec): 3 clusters
  Score: Raw -242243.652302 + Penalty 2639.577661 = -239604.074640
  nChanged 9
		SP:Iteration 40F (38108.030000 sec): 3 clusters
  Score: Raw -242247.126502 + Penalty 2639.577661 = -239607.548840
  nChanged 13
		SP:Iteration 41Q (38108.220000 sec): 3 clusters
  Score: Raw -242252.996019 + Penalty 2639.577661 = -239613.418358
  nChanged 10
		SP:Iteration 42Q (38108.410000 sec): 3 clusters
  Score: Raw -242255.891396 + Penalty 2639.577661 = -239616.313735
  nChanged 6
		SP:Iteration 43Q (38108.560000 sec): 3 clusters
  Score: Raw -242259.179129 + Penalty 2639.577661 = -239619.601468
  nChanged 9
		SP:Iteration 44Q (38108.690000 sec): 3 clusters
  Score: Raw -242263.240512 + Penalty 2639.577661 = -239623.662851
  nChanged 5
		SP:Iteration 45Q (38108.870000 sec): 3 clusters
  Score: Raw -242264.419765 + Penalty 2639.577661 = -239624.842104
  nChanged 2
		SP:Iteration 46Q (38109.020000 sec): 3 clusters
  Score: Raw -242264.934715 + Penalty 2639.577661 = -239625.357054
  nChanged 1
		SP:Iteration 47Q (38109.210000 sec): 3 clusters
  Score: Raw -242265.044843 + Penalty 2639.577661 = -239625.467182
  nChanged 0
		SP:Iteration 48F (38109.360000 sec): 3 clusters
  Score: Raw -242265.044843 + Penalty 2639.577661 = -239625.467182
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 34 (22499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38109.590000 sec): 2 clusters
  Score: Raw -1917326.939245 + Penalty 1628.449248 = -1915698.489997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38109.890000 sec): 3 clusters
  Score: Raw -1903701.520792 + Penalty 3256.898496 = -1900444.622295
  nChanged 10238
		SP:Iteration 1F (38110.210000 sec): 3 clusters
  Score: Raw -1909252.378627 + Penalty 3256.898496 = -1905995.480131
  nChanged 1185
		SP:Iteration 2F (38110.540000 sec): 3 clusters
  Score: Raw -1909727.678763 + Penalty 3256.898496 = -1906470.780267
  nChanged 1165
		SP:Iteration 3F (38110.820000 sec): 3 clusters
  Score: Raw -1910243.271158 + Penalty 3256.898496 = -1906986.372661
  nChanged 1181
		SP:Iteration 4F (38111.140000 sec): 3 clusters
  Score: Raw -1910814.170447 + Penalty 3256.898496 = -1907557.271951
  nChanged 1216
		SP:Iteration 5F (38111.450000 sec): 3 clusters
  Score: Raw -1911498.045135 + Penalty 3256.898496 = -1908241.146639
  nChanged 1321
		SP:Iteration 6F (38111.740000 sec): 3 clusters
  Score: Raw -1912291.002898 + Penalty 3256.898496 = -1909034.104402
  nChanged 1371
		SP:Iteration 7F (38112.000000 sec): 3 clusters
  Score: Raw -1913193.483159 + Penalty 3256.898496 = -1909936.584662
  nChanged 1329
		SP:Iteration 8F (38112.360000 sec): 3 clusters
  Score: Raw -1914088.561123 + Penalty 3256.898496 = -1910831.662627
  nChanged 1155
		SP:Iteration 9F (38112.690000 sec): 3 clusters
  Score: Raw -1914857.891535 + Penalty 3256.898496 = -1911600.993039
  nChanged 942
		SP:Iteration 10Q (38113.040000 sec): 3 clusters
  Score: Raw -1915358.679857 + Penalty 3256.898496 = -1912101.781361
  nChanged 673
		SP:Iteration 11Q (38113.350000 sec): 3 clusters
  Score: Raw -1915656.080184 + Penalty 3256.898496 = -1912399.181688
  nChanged 475
		SP:Iteration 12Q (38113.750000 sec): 3 clusters
  Score: Raw -1915849.171144 + Penalty 3256.898496 = -1912592.272648
  nChanged 397
		SP:Iteration 13Q (38114.040000 sec): 3 clusters
  Score: Raw -1916009.170468 + Penalty 3256.898496 = -1912752.271972
  nChanged 331
		SP:Iteration 14Q (38114.320000 sec): 3 clusters
  Score: Raw -1916149.603133 + Penalty 3256.898496 = -1912892.704637
  nChanged 276
		SP:Iteration 15Q (38114.640000 sec): 3 clusters
  Score: Raw -1916273.963550 + Penalty 3256.898496 = -1913017.065053
  nChanged 246
		SP:Iteration 16Q (38115.020000 sec): 3 clusters
  Score: Raw -1916425.358767 + Penalty 3256.898496 = -1913168.460271
  nChanged 246
		SP:Iteration 17Q (38115.340000 sec): 3 clusters
  Score: Raw -1916636.875825 + Penalty 3256.898496 = -1913379.977329
  nChanged 240
		SP:Iteration 18Q (38115.670000 sec): 3 clusters
  Score: Raw -1916883.685827 + Penalty 3256.898496 = -1913626.787330
  nChanged 216
		SP:Iteration 19Q (38115.980000 sec): 3 clusters
  Score: Raw -1917065.787937 + Penalty 3256.898496 = -1913808.889441
  nChanged 193
		SP:Iteration 20F (38116.280000 sec): 3 clusters
  Score: Raw -1917243.546019 + Penalty 3256.898496 = -1913986.647523
  nChanged 187
		SP:Iteration 21Q (38116.610000 sec): 3 clusters
  Score: Raw -1917358.718528 + Penalty 3256.898496 = -1914101.820031
  nChanged 148
		SP:Iteration 22Q (38116.940000 sec): 3 clusters
  Score: Raw -1917419.939094 + Penalty 3256.898496 = -1914163.040597
  nChanged 145
		SP:Iteration 23Q (38117.250000 sec): 3 clusters
  Score: Raw -1917480.407998 + Penalty 3256.898496 = -1914223.509501
  nChanged 133
		SP:Iteration 24Q (38117.550000 sec): 3 clusters
  Score: Raw -1917525.128856 + Penalty 3256.898496 = -1914268.230360
  nChanged 122
		SP:Iteration 25Q (38117.790000 sec): 3 clusters
  Score: Raw -1917564.188128 + Penalty 3256.898496 = -1914307.289632
  nChanged 113
		SP:Iteration 26Q (38118.040000 sec): 3 clusters
  Score: Raw -1917595.713879 + Penalty 3256.898496 = -1914338.815383
  nChanged 85
		SP:Iteration 27Q (38118.340000 sec): 3 clusters
  Score: Raw -1917614.925324 + Penalty 3256.898496 = -1914358.026828
  nChanged 79
		SP:Iteration 28Q (38118.620000 sec): 3 clusters
  Score: Raw -1917634.146012 + Penalty 3256.898496 = -1914377.247515
  nChanged 64
		SP:Iteration 29Q (38118.900000 sec): 3 clusters
  Score: Raw -1917647.021241 + Penalty 3256.898496 = -1914390.122745
  nChanged 54
		SP:Iteration 30Q (38119.170000 sec): 3 clusters
  Score: Raw -1917657.480235 + Penalty 3256.898496 = -1914400.581738
  nChanged 54
		SP:Iteration 31Q (38119.440000 sec): 3 clusters
  Score: Raw -1917668.232403 + Penalty 3256.898496 = -1914411.333906
  nChanged 53
		SP:Iteration 32Q (38119.740000 sec): 3 clusters
  Score: Raw -1917679.817817 + Penalty 3256.898496 = -1914422.919321
  nChanged 52
		SP:Iteration 33Q (38120.070000 sec): 3 clusters
  Score: Raw -1917692.209508 + Penalty 3256.898496 = -1914435.311011
  nChanged 51
		SP:Iteration 34Q (38120.320000 sec): 3 clusters
  Score: Raw -1917701.479882 + Penalty 3256.898496 = -1914444.581386
  nChanged 50
		SP:Iteration 35Q (38120.660000 sec): 3 clusters
  Score: Raw -1917709.855262 + Penalty 3256.898496 = -1914452.956766
  nChanged 31
		SP:Iteration 36Q (38120.960000 sec): 3 clusters
  Score: Raw -1917716.613234 + Penalty 3256.898496 = -1914459.714738
  nChanged 32
		SP:Iteration 37Q (38121.230000 sec): 3 clusters
  Score: Raw -1917722.656164 + Penalty 3256.898496 = -1914465.757668
  nChanged 29
		SP:Iteration 38Q (38121.500000 sec): 3 clusters
  Score: Raw -1917727.362535 + Penalty 3256.898496 = -1914470.464038
  nChanged 32
		SP:Iteration 39Q (38121.740000 sec): 3 clusters
  Score: Raw -1917732.604621 + Penalty 3256.898496 = -1914475.706124
  nChanged 23
		SP:Iteration 40F (38122.090000 sec): 3 clusters
  Score: Raw -1917735.877200 + Penalty 3256.898496 = -1914478.978704
  nChanged 23
		SP:Iteration 41Q (38122.320000 sec): 3 clusters
  Score: Raw -1917738.590768 + Penalty 3256.898496 = -1914481.692271
  nChanged 18
		SP:Iteration 42Q (38122.570000 sec): 3 clusters
  Score: Raw -1917741.241164 + Penalty 3256.898496 = -1914484.342668
  nChanged 17
		SP:Iteration 43Q (38122.840000 sec): 3 clusters
  Score: Raw -1917743.683206 + Penalty 3256.898496 = -1914486.784710
  nChanged 18
		SP:Iteration 44Q (38123.110000 sec): 3 clusters
  Score: Raw -1917745.900101 + Penalty 3256.898496 = -1914489.001604
  nChanged 13
		SP:Iteration 45Q (38123.410000 sec): 3 clusters
  Score: Raw -1917747.574898 + Penalty 3256.898496 = -1914490.676402
  nChanged 15
		SP:Iteration 46Q (38123.730000 sec): 3 clusters
  Score: Raw -1917749.585217 + Penalty 3256.898496 = -1914492.686721
  nChanged 15
		SP:Iteration 47Q (38124.050000 sec): 3 clusters
  Score: Raw -1917751.821964 + Penalty 3256.898496 = -1914494.923467
  nChanged 16
		SP:Iteration 48Q (38124.310000 sec): 3 clusters
  Score: Raw -1917753.651381 + Penalty 3256.898496 = -1914496.752884
  nChanged 10
		SP:Iteration 49Q (38124.590000 sec): 3 clusters
  Score: Raw -1917755.115116 + Penalty 3256.898496 = -1914498.216619
  nChanged 13
		SP:Iteration 50Q (38124.940000 sec): 3 clusters
  Score: Raw -1917756.583855 + Penalty 3256.898496 = -1914499.685359
  nChanged 12
		SP:Iteration 51Q (38125.240000 sec): 3 clusters
  Score: Raw -1917758.092821 + Penalty 3256.898496 = -1914501.194325
  nChanged 13
		SP:Iteration 52Q (38125.540000 sec): 3 clusters
  Score: Raw -1917759.824944 + Penalty 3256.898496 = -1914502.926448
  nChanged 14
		SP:Iteration 53Q (38125.820000 sec): 3 clusters
  Score: Raw -1917761.148108 + Penalty 3256.898496 = -1914504.249612
  nChanged 9
		SP:Iteration 54Q (38126.140000 sec): 3 clusters
  Score: Raw -1917762.271658 + Penalty 3256.898496 = -1914505.373161
  nChanged 8
		SP:Iteration 55Q (38126.430000 sec): 3 clusters
  Score: Raw -1917763.150477 + Penalty 3256.898496 = -1914506.251980
  nChanged 9
		SP:Iteration 56Q (38126.760000 sec): 3 clusters
  Score: Raw -1917764.531141 + Penalty 3256.898496 = -1914507.632645
  nChanged 16
		SP:Iteration 57Q (38127.140000 sec): 3 clusters
  Score: Raw -1917767.166090 + Penalty 3256.898496 = -1914510.267594
  nChanged 17
		SP:Iteration 58Q (38127.480000 sec): 3 clusters
  Score: Raw -1917769.455323 + Penalty 3256.898496 = -1914512.556826
  nChanged 12
		SP:Iteration 59Q (38127.790000 sec): 3 clusters
  Score: Raw -1917770.633412 + Penalty 3256.898496 = -1914513.734915
  nChanged 8
		SP:Iteration 60F (38128.100000 sec): 3 clusters
  Score: Raw -1917771.729718 + Penalty 3256.898496 = -1914514.831222
  nChanged 11
		SP:Iteration 61Q (38128.390000 sec): 3 clusters
  Score: Raw -1917773.434898 + Penalty 3256.898496 = -1914516.536402
  nChanged 10
		SP:Iteration 62Q (38128.710000 sec): 3 clusters
  Score: Raw -1917774.818396 + Penalty 3256.898496 = -1914517.919900
  nChanged 10
		SP:Iteration 63Q (38129.010000 sec): 3 clusters
  Score: Raw -1917775.990397 + Penalty 3256.898496 = -1914519.091901
  nChanged 7
		SP:Iteration 64Q (38129.360000 sec): 3 clusters
  Score: Raw -1917776.948624 + Penalty 3256.898496 = -1914520.050128
  nChanged 7
		SP:Iteration 65Q (38129.640000 sec): 3 clusters
  Score: Raw -1917777.769911 + Penalty 3256.898496 = -1914520.871415
  nChanged 7
		SP:Iteration 66Q (38129.980000 sec): 3 clusters
  Score: Raw -1917778.374117 + Penalty 3256.898496 = -1914521.475620
  nChanged 6
		SP:Iteration 67Q (38130.250000 sec): 3 clusters
  Score: Raw -1917779.335700 + Penalty 3256.898496 = -1914522.437203
  nChanged 11
		SP:Iteration 68Q (38130.570000 sec): 3 clusters
  Score: Raw -1917780.911793 + Penalty 3256.898496 = -1914524.013296
  nChanged 7
		SP:Iteration 69Q (38130.850000 sec): 3 clusters
  Score: Raw -1917781.806216 + Penalty 3256.898496 = -1914524.907720
  nChanged 6
		SP:Iteration 70Q (38131.120000 sec): 3 clusters
  Score: Raw -1917782.831709 + Penalty 3256.898496 = -1914525.933213
  nChanged 9
		SP:Iteration 71Q (38131.410000 sec): 3 clusters
  Score: Raw -1917784.653246 + Penalty 3256.898496 = -1914527.754750
  nChanged 9
		SP:Iteration 72Q (38131.710000 sec): 3 clusters
  Score: Raw -1917786.057559 + Penalty 3256.898496 = -1914529.159063
  nChanged 12
		SP:Iteration 73Q (38132.070000 sec): 3 clusters
  Score: Raw -1917788.170039 + Penalty 3256.898496 = -1914531.271543
  nChanged 9
		SP:Iteration 74Q (38132.380000 sec): 3 clusters
  Score: Raw -1917789.593279 + Penalty 3256.898496 = -1914532.694783
  nChanged 7
		SP:Iteration 75Q (38132.640000 sec): 3 clusters
  Score: Raw -1917790.363692 + Penalty 3256.898496 = -1914533.465196
  nChanged 5
		SP:Iteration 76Q (38132.970000 sec): 3 clusters
  Score: Raw -1917790.782365 + Penalty 3256.898496 = -1914533.883869
  nChanged 2
		SP:Iteration 77Q (38133.260000 sec): 3 clusters
  Score: Raw -1917791.069213 + Penalty 3256.898496 = -1914534.170717
  nChanged 4
		SP:Iteration 78Q (38133.570000 sec): 3 clusters
  Score: Raw -1917791.479623 + Penalty 3256.898496 = -1914534.581126
  nChanged 3
		SP:Iteration 79Q (38133.860000 sec): 3 clusters
  Score: Raw -1917791.803946 + Penalty 3256.898496 = -1914534.905450
  nChanged 0
		SP:Iteration 80F (38134.120000 sec): 3 clusters
  Score: Raw -1917791.803946 + Penalty 3256.898496 = -1914534.905450
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 35 (9665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38134.240000 sec): 2 clusters
  Score: Raw -839948.916680 + Penalty 1491.143289 = -838457.773391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38134.460000 sec): 3 clusters
  Score: Raw -834481.578012 + Penalty 2982.286577 = -831499.291435
  nChanged 4202
		SP:Iteration 1F (38134.660000 sec): 3 clusters
  Score: Raw -836614.495733 + Penalty 2982.286577 = -833632.209155
  nChanged 610
		SP:Iteration 2F (38134.860000 sec): 3 clusters
  Score: Raw -836846.989603 + Penalty 2982.286577 = -833864.703026
  nChanged 510
		SP:Iteration 3F (38135.030000 sec): 3 clusters
  Score: Raw -837081.368790 + Penalty 2982.286577 = -834099.082213
  nChanged 513
		SP:Iteration 4F (38135.200000 sec): 3 clusters
  Score: Raw -837310.618713 + Penalty 2982.286577 = -834328.332136
  nChanged 479
		SP:Iteration 5Q (38135.400000 sec): 3 clusters
  Score: Raw -837538.632936 + Penalty 2982.286577 = -834556.346359
  nChanged 472
		SP:Iteration 6Q (38135.610000 sec): 3 clusters
  Score: Raw -837790.995681 + Penalty 2982.286577 = -834808.709104
  nChanged 472
		SP:Iteration 7Q (38135.810000 sec): 3 clusters
  Score: Raw -838062.329692 + Penalty 2982.286577 = -835080.043115
  nChanged 459
		SP:Iteration 8Q (38136.050000 sec): 3 clusters
  Score: Raw -838351.883262 + Penalty 2982.286577 = -835369.596684
  nChanged 490
		SP:Iteration 9F (38136.210000 sec): 3 clusters
  Score: Raw -838670.342229 + Penalty 2982.286577 = -835688.055652
  nChanged 426
		SP:Iteration 10Q (38136.420000 sec): 3 clusters
  Score: Raw -838924.648436 + Penalty 2982.286577 = -835942.361859
  nChanged 337
		SP:Iteration 11Q (38136.610000 sec): 3 clusters
  Score: Raw -839140.774448 + Penalty 2982.286577 = -836158.487870
  nChanged 279
		SP:Iteration 12Q (38136.770000 sec): 3 clusters
  Score: Raw -839330.643570 + Penalty 2982.286577 = -836348.356993
  nChanged 224
		SP:Iteration 13Q (38137.010000 sec): 3 clusters
  Score: Raw -839483.498499 + Penalty 2982.286577 = -836501.211921
  nChanged 204
		SP:Iteration 14Q (38137.210000 sec): 3 clusters
  Score: Raw -839631.714540 + Penalty 2982.286577 = -836649.427963
  nChanged 150
		SP:Iteration 15Q (38137.420000 sec): 3 clusters
  Score: Raw -839733.728098 + Penalty 2982.286577 = -836751.441521
  nChanged 116
		SP:Iteration 16Q (38137.620000 sec): 3 clusters
  Score: Raw -839805.807541 + Penalty 2982.286577 = -836823.520964
  nChanged 96
		SP:Iteration 17Q (38137.810000 sec): 3 clusters
  Score: Raw -839866.434192 + Penalty 2982.286577 = -836884.147615
  nChanged 70
		SP:Iteration 18Q (38137.950000 sec): 3 clusters
  Score: Raw -839912.086667 + Penalty 2982.286577 = -836929.800089
  nChanged 61
		SP:Iteration 19Q (38138.200000 sec): 3 clusters
  Score: Raw -839951.107440 + Penalty 2982.286577 = -836968.820863
  nChanged 50
		SP:Iteration 20F (38138.360000 sec): 3 clusters
  Score: Raw -839990.807593 + Penalty 2982.286577 = -837008.521015
  nChanged 44
		SP:Iteration 21Q (38138.640000 sec): 3 clusters
  Score: Raw -840021.341633 + Penalty 2982.286577 = -837039.055056
  nChanged 27
		SP:Iteration 22Q (38138.830000 sec): 3 clusters
  Score: Raw -840044.026382 + Penalty 2982.286577 = -837061.739805
  nChanged 28
		SP:Iteration 23Q (38139.030000 sec): 3 clusters
  Score: Raw -840070.499218 + Penalty 2982.286577 = -837088.212641
  nChanged 25
		SP:Iteration 24Q (38139.200000 sec): 3 clusters
  Score: Raw -840092.422764 + Penalty 2982.286577 = -837110.136186
  nChanged 20
		SP:Iteration 25Q (38139.360000 sec): 3 clusters
  Score: Raw -840105.786187 + Penalty 2982.286577 = -837123.499609
  nChanged 19
		SP:Iteration 26Q (38139.520000 sec): 3 clusters
  Score: Raw -840123.775654 + Penalty 2982.286577 = -837141.489077
  nChanged 18
		SP:Iteration 27Q (38139.770000 sec): 3 clusters
  Score: Raw -840136.550885 + Penalty 2982.286577 = -837154.264308
  nChanged 11
		SP:Iteration 28Q (38139.980000 sec): 3 clusters
  Score: Raw -840144.993788 + Penalty 2982.286577 = -837162.707211
  nChanged 10
		SP:Iteration 29Q (38140.180000 sec): 3 clusters
  Score: Raw -840151.554629 + Penalty 2982.286577 = -837169.268052
  nChanged 10
		SP:Iteration 30Q (38140.390000 sec): 3 clusters
  Score: Raw -840156.496885 + Penalty 2982.286577 = -837174.210308
  nChanged 3
		SP:Iteration 31Q (38140.560000 sec): 3 clusters
  Score: Raw -840157.825437 + Penalty 2982.286577 = -837175.538860
  nChanged 0
		SP:Iteration 32F (38140.750000 sec): 3 clusters
  Score: Raw -840157.825437 + Penalty 2982.286577 = -837175.538860
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 36 (4105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38140.860000 sec): 2 clusters
  Score: Raw -330304.154793 + Penalty 1351.993666 = -328952.161127
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38141.070000 sec): 3 clusters
  Score: Raw -328250.428722 + Penalty 2703.987332 = -325546.441390
  nChanged 1619
		SP:Iteration 1F (38141.230000 sec): 3 clusters
  Score: Raw -329154.042612 + Penalty 2703.987332 = -326450.055280
  nChanged 300
		SP:Iteration 2F (38141.390000 sec): 3 clusters
  Score: Raw -329331.696548 + Penalty 2703.987332 = -326627.709216
  nChanged 234
		SP:Iteration 3F (38141.580000 sec): 3 clusters
  Score: Raw -329462.759077 + Penalty 2703.987332 = -326758.771745
  nChanged 185
		SP:Iteration 4Q (38141.700000 sec): 3 clusters
  Score: Raw -329561.887682 + Penalty 2703.987332 = -326857.900350
  nChanged 152
		SP:Iteration 5Q (38141.860000 sec): 3 clusters
  Score: Raw -329641.332791 + Penalty 2703.987332 = -326937.345459
  nChanged 139
		SP:Iteration 6Q (38142.020000 sec): 3 clusters
  Score: Raw -329708.367914 + Penalty 2703.987332 = -327004.380581
  nChanged 117
		SP:Iteration 7Q (38142.180000 sec): 3 clusters
  Score: Raw -329770.652735 + Penalty 2703.987332 = -327066.665403
  nChanged 102
		SP:Iteration 8Q (38142.340000 sec): 3 clusters
  Score: Raw -329823.420034 + Penalty 2703.987332 = -327119.432702
  nChanged 104
		SP:Iteration 9Q (38142.500000 sec): 3 clusters
  Score: Raw -329879.535864 + Penalty 2703.987332 = -327175.548532
  nChanged 91
		SP:Iteration 10Q (38142.660000 sec): 3 clusters
  Score: Raw -329933.596784 + Penalty 2703.987332 = -327229.609452
  nChanged 83
		SP:Iteration 11Q (38142.820000 sec): 3 clusters
  Score: Raw -329981.753299 + Penalty 2703.987332 = -327277.765967
  nChanged 83
		SP:Iteration 12Q (38142.980000 sec): 3 clusters
  Score: Raw -330024.436671 + Penalty 2703.987332 = -327320.449339
  nChanged 78
		SP:Iteration 13Q (38143.140000 sec): 3 clusters
  Score: Raw -330066.971654 + Penalty 2703.987332 = -327362.984322
  nChanged 74
		SP:Iteration 14Q (38143.340000 sec): 3 clusters
  Score: Raw -330105.622211 + Penalty 2703.987332 = -327401.634879
  nChanged 71
		SP:Iteration 15Q (38143.550000 sec): 3 clusters
  Score: Raw -330144.595916 + Penalty 2703.987332 = -327440.608584
  nChanged 55
		SP:Iteration 16Q (38143.780000 sec): 3 clusters
  Score: Raw -330175.520210 + Penalty 2703.987332 = -327471.532878
  nChanged 66
		SP:Iteration 17Q (38144.060000 sec): 3 clusters
  Score: Raw -330207.713198 + Penalty 2703.987332 = -327503.725866
  nChanged 55
		SP:Iteration 18Q (38144.320000 sec): 3 clusters
  Score: Raw -330238.284287 + Penalty 2703.987332 = -327534.296955
  nChanged 49
		SP:Iteration 19Q (38144.460000 sec): 3 clusters
  Score: Raw -330265.462021 + Penalty 2703.987332 = -327561.474689
  nChanged 48
		SP:Iteration 20F (38144.640000 sec): 3 clusters
  Score: Raw -330288.191235 + Penalty 2703.987332 = -327584.203903
  nChanged 38
		SP:Iteration 21Q (38144.800000 sec): 3 clusters
  Score: Raw -330313.126736 + Penalty 2703.987332 = -327609.139404
  nChanged 47
		SP:Iteration 22Q (38144.950000 sec): 3 clusters
  Score: Raw -330338.891371 + Penalty 2703.987332 = -327634.904039
  nChanged 45
		SP:Iteration 23Q (38145.100000 sec): 3 clusters
  Score: Raw -330358.693404 + Penalty 2703.987332 = -327654.706072
  nChanged 39
		SP:Iteration 24Q (38145.270000 sec): 3 clusters
  Score: Raw -330372.172058 + Penalty 2703.987332 = -327668.184726
  nChanged 35
		SP:Iteration 25Q (38145.500000 sec): 3 clusters
  Score: Raw -330391.091597 + Penalty 2703.987332 = -327687.104265
  nChanged 39
		SP:Iteration 26Q (38145.640000 sec): 3 clusters
  Score: Raw -330415.239503 + Penalty 2703.987332 = -327711.252171
  nChanged 44
		SP:Iteration 27Q (38145.820000 sec): 3 clusters
  Score: Raw -330440.328859 + Penalty 2703.987332 = -327736.341527
  nChanged 34
		SP:Iteration 28Q (38146.000000 sec): 3 clusters
  Score: Raw -330458.164146 + Penalty 2703.987332 = -327754.176814
  nChanged 35
		SP:Iteration 29Q (38146.160000 sec): 3 clusters
  Score: Raw -330479.063366 + Penalty 2703.987332 = -327775.076034
  nChanged 37
		SP:Iteration 30Q (38146.320000 sec): 3 clusters
  Score: Raw -330501.581729 + Penalty 2703.987332 = -327797.594397
  nChanged 32
		SP:Iteration 31Q (38146.540000 sec): 3 clusters
  Score: Raw -330514.147427 + Penalty 2703.987332 = -327810.160095
  nChanged 26
		SP:Iteration 32Q (38146.810000 sec): 3 clusters
  Score: Raw -330524.417127 + Penalty 2703.987332 = -327820.429795
  nChanged 13
		SP:Iteration 33Q (38146.980000 sec): 3 clusters
  Score: Raw -330527.483369 + Penalty 2703.987332 = -327823.496037
  nChanged 5
		SP:Iteration 34Q (38147.220000 sec): 3 clusters
  Score: Raw -330528.931205 + Penalty 2703.987332 = -327824.943873
  nChanged 6
		SP:Iteration 35Q (38147.400000 sec): 3 clusters
  Score: Raw -330531.975546 + Penalty 2703.987332 = -327827.988214
  nChanged 6
		SP:Iteration 36Q (38147.600000 sec): 3 clusters
  Score: Raw -330534.954490 + Penalty 2703.987332 = -327830.967157
  nChanged 6
		SP:Iteration 37Q (38147.750000 sec): 3 clusters
  Score: Raw -330536.505032 + Penalty 2703.987332 = -327832.517700
  nChanged 4
		SP:Iteration 38Q (38147.920000 sec): 3 clusters
  Score: Raw -330538.808638 + Penalty 2703.987332 = -327834.821306
  nChanged 8
		SP:Iteration 39Q (38148.080000 sec): 3 clusters
  Score: Raw -330541.576039 + Penalty 2703.987332 = -327837.588707
  nChanged 7
		SP:Iteration 40F (38148.280000 sec): 3 clusters
  Score: Raw -330544.354606 + Penalty 2703.987332 = -327840.367274
  nChanged 5
		SP:Iteration 41Q (38148.500000 sec): 3 clusters
  Score: Raw -330545.891945 + Penalty 2703.987332 = -327841.904613
  nChanged 2
		SP:Iteration 42Q (38148.720000 sec): 3 clusters
  Score: Raw -330547.150020 + Penalty 2703.987332 = -327843.162688
  nChanged 3
		SP:Iteration 43Q (38148.920000 sec): 3 clusters
  Score: Raw -330547.900603 + Penalty 2703.987332 = -327843.913271
  nChanged 4
		SP:Iteration 44Q (38149.090000 sec): 3 clusters
  Score: Raw -330549.256222 + Penalty 2703.987332 = -327845.268890
  nChanged 3
		SP:Iteration 45Q (38149.290000 sec): 3 clusters
  Score: Raw -330550.815086 + Penalty 2703.987332 = -327846.827754
  nChanged 5
		SP:Iteration 46Q (38149.490000 sec): 3 clusters
  Score: Raw -330552.351041 + Penalty 2703.987332 = -327848.363708
  nChanged 6
		SP:Iteration 47Q (38149.690000 sec): 3 clusters
  Score: Raw -330554.523244 + Penalty 2703.987332 = -327850.535912
  nChanged 5
		SP:Iteration 48Q (38149.850000 sec): 3 clusters
  Score: Raw -330555.735759 + Penalty 2703.987332 = -327851.748427
  nChanged 3
		SP:Iteration 49Q (38150.090000 sec): 3 clusters
  Score: Raw -330556.763348 + Penalty 2703.987332 = -327852.776016
  nChanged 4
		SP:Iteration 50Q (38150.310000 sec): 3 clusters
  Score: Raw -330558.368676 + Penalty 2703.987332 = -327854.381344
  nChanged 5
		SP:Iteration 51Q (38150.510000 sec): 3 clusters
  Score: Raw -330559.690584 + Penalty 2703.987332 = -327855.703252
  nChanged 6
		SP:Iteration 52Q (38150.740000 sec): 3 clusters
  Score: Raw -330560.696414 + Penalty 2703.987332 = -327856.709082
  nChanged 0
		SP:Iteration 53F (38150.900000 sec): 3 clusters
  Score: Raw -330560.696414 + Penalty 2703.987332 = -327856.709082
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 37 (157966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38151.870000 sec): 2 clusters
  Score: Raw -13555948.897267 + Penalty 1945.146954 = -13554003.750314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38152.890000 sec): 3 clusters
  Score: Raw -13451991.429793 + Penalty 3890.293907 = -13448101.135886
  nChanged 76325
		SP:Iteration 1F (38153.850000 sec): 3 clusters
  Score: Raw -13497561.451041 + Penalty 3890.293907 = -13493671.157134
  nChanged 7058
		SP:Iteration 2Q (38155.010000 sec): 3 clusters
  Score: Raw -13500370.492227 + Penalty 3890.293907 = -13496480.198319
  nChanged 9251
		SP:Iteration 3F (38156.060000 sec): 3 clusters
  Score: Raw -13505068.617190 + Penalty 3890.293907 = -13501178.323283
  nChanged 11038
		SP:Iteration 4F (38157.140000 sec): 3 clusters
  Score: Raw -13511635.186562 + Penalty 3890.293907 = -13507744.892655
  nChanged 11701
		SP:Iteration 5F (38158.220000 sec): 3 clusters
  Score: Raw -13518979.810826 + Penalty 3890.293907 = -13515089.516919
  nChanged 10858
		SP:Iteration 6F (38159.250000 sec): 3 clusters
  Score: Raw -13525919.447334 + Penalty 3890.293907 = -13522029.153427
  nChanged 9473
		SP:Iteration 7F (38160.300000 sec): 3 clusters
  Score: Raw -13532281.483934 + Penalty 3890.293907 = -13528391.190027
  nChanged 8290
		SP:Iteration 8F (38161.400000 sec): 3 clusters
  Score: Raw -13538487.004791 + Penalty 3890.293907 = -13534596.710884
  nChanged 7398
		SP:Iteration 9Q (38162.450000 sec): 3 clusters
  Score: Raw -13544648.186663 + Penalty 3890.293907 = -13540757.892756
  nChanged 5862
		SP:Iteration 10Q (38163.540000 sec): 3 clusters
  Score: Raw -13549902.446504 + Penalty 3890.293907 = -13546012.152597
  nChanged 3782
		SP:Iteration 11Q (38164.640000 sec): 3 clusters
  Score: Raw -13553338.272671 + Penalty 3890.293907 = -13549447.978763
  nChanged 1895
		SP:Iteration 12Q (38165.720000 sec): 3 clusters
  Score: Raw -13555050.869152 + Penalty 3890.293907 = -13551160.575245
  nChanged 714
		SP:Iteration 13Q (38166.700000 sec): 3 clusters
  Score: Raw -13555702.526255 + Penalty 3890.293907 = -13551812.232347
  nChanged 288
		SP:Iteration 14Q (38167.640000 sec): 3 clusters
  Score: Raw -13555978.742151 + Penalty 3890.293907 = -13552088.448244
  nChanged 120
		SP:Iteration 15Q (38168.690000 sec): 3 clusters
  Score: Raw -13556107.075244 + Penalty 3890.293907 = -13552216.781337
  nChanged 65
		SP:Iteration 16Q (38169.810000 sec): 3 clusters
  Score: Raw -13556170.497094 + Penalty 3890.293907 = -13552280.203187
  nChanged 46
		SP:Iteration 17Q (38170.770000 sec): 3 clusters
  Score: Raw -13556223.526532 + Penalty 3890.293907 = -13552333.232625
  nChanged 42
		SP:Iteration 18Q (38171.790000 sec): 3 clusters
  Score: Raw -13556258.681682 + Penalty 3890.293907 = -13552368.387775
  nChanged 26
		SP:Iteration 19Q (38172.800000 sec): 3 clusters
  Score: Raw -13556281.687657 + Penalty 3890.293907 = -13552391.393750
  nChanged 24
		SP:Iteration 20F (38173.700000 sec): 3 clusters
  Score: Raw -13556297.840726 + Penalty 3890.293907 = -13552407.546818
  nChanged 21
		SP:Iteration 21Q (38174.890000 sec): 3 clusters
  Score: Raw -13556315.604473 + Penalty 3890.293907 = -13552425.310566
  nChanged 17
		SP:Iteration 22Q (38176.120000 sec): 3 clusters
  Score: Raw -13556329.961919 + Penalty 3890.293907 = -13552439.668012
  nChanged 18
		SP:Iteration 23Q (38177.300000 sec): 3 clusters
  Score: Raw -13556343.658952 + Penalty 3890.293907 = -13552453.365045
  nChanged 20
		SP:Iteration 24Q (38178.490000 sec): 3 clusters
  Score: Raw -13556356.598108 + Penalty 3890.293907 = -13552466.304201
  nChanged 11
		SP:Iteration 25Q (38179.640000 sec): 3 clusters
  Score: Raw -13556363.867219 + Penalty 3890.293907 = -13552473.573312
  nChanged 11
		SP:Iteration 26Q (38180.800000 sec): 3 clusters
  Score: Raw -13556369.990073 + Penalty 3890.293907 = -13552479.696166
  nChanged 10
		SP:Iteration 27Q (38181.960000 sec): 3 clusters
  Score: Raw -13556373.933671 + Penalty 3890.293907 = -13552483.639764
  nChanged 5
		SP:Iteration 28Q (38182.980000 sec): 3 clusters
  Score: Raw -13556377.283491 + Penalty 3890.293907 = -13552486.989583
  nChanged 4
		SP:Iteration 29Q (38183.940000 sec): 3 clusters
  Score: Raw -13556379.369886 + Penalty 3890.293907 = -13552489.075979
  nChanged 2
		SP:Iteration 30Q (38184.960000 sec): 3 clusters
  Score: Raw -13556381.279706 + Penalty 3890.293907 = -13552490.985798
  nChanged 4
		SP:Iteration 31Q (38185.970000 sec): 3 clusters
  Score: Raw -13556384.334451 + Penalty 3890.293907 = -13552494.040544
  nChanged 1
		SP:Iteration 32Q (38187.040000 sec): 3 clusters
  Score: Raw -13556384.939043 + Penalty 3890.293907 = -13552494.645136
  nChanged 2
		SP:Iteration 33Q (38188.090000 sec): 3 clusters
  Score: Raw -13556385.993292 + Penalty 3890.293907 = -13552495.699385
  nChanged 2
		SP:Iteration 34Q (38189.100000 sec): 3 clusters
  Score: Raw -13556387.559254 + Penalty 3890.293907 = -13552497.265347
  nChanged 1
		SP:Iteration 35Q (38190.010000 sec): 3 clusters
  Score: Raw -13556388.127257 + Penalty 3890.293907 = -13552497.833350
  nChanged 2
		SP:Iteration 36Q (38190.970000 sec): 3 clusters
  Score: Raw -13556389.561659 + Penalty 3890.293907 = -13552499.267752
  nChanged 2
		SP:Iteration 37Q (38191.890000 sec): 3 clusters
  Score: Raw -13556390.948264 + Penalty 3890.293907 = -13552500.654357
  nChanged 2
		SP:Iteration 38Q (38192.860000 sec): 3 clusters
  Score: Raw -13556391.964964 + Penalty 3890.293907 = -13552501.671057
  nChanged 1
		SP:Iteration 39Q (38193.860000 sec): 3 clusters
  Score: Raw -13556392.939238 + Penalty 3890.293907 = -13552502.645331
  nChanged 2
		SP:Iteration 40F (38194.940000 sec): 3 clusters
  Score: Raw -13556394.296964 + Penalty 3890.293907 = -13552504.003057
  nChanged 2
		SP:Iteration 41Q (38195.900000 sec): 3 clusters
  Score: Raw -13556395.861807 + Penalty 3890.293907 = -13552505.567899
  nChanged 4
		SP:Iteration 42Q (38197.070000 sec): 3 clusters
  Score: Raw -13556398.399775 + Penalty 3890.293907 = -13552508.105868
  nChanged 2
		SP:Iteration 43Q (38197.950000 sec): 3 clusters
  Score: Raw -13556399.552269 + Penalty 3890.293907 = -13552509.258361
  nChanged 1
		SP:Iteration 44Q (38198.870000 sec): 3 clusters
  Score: Raw -13556399.776367 + Penalty 3890.293907 = -13552509.482460
  nChanged 0
		SP:Iteration 45F (38199.930000 sec): 3 clusters
  Score: Raw -13556399.776367 + Penalty 3890.293907 = -13552509.482460
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 38 (10514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38200.150000 sec): 2 clusters
  Score: Raw -869295.445553 + Penalty 1504.825234 = -867790.620318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38200.380000 sec): 3 clusters
  Score: Raw -863260.270495 + Penalty 3009.650469 = -860250.620026
  nChanged 4576
		SP:Iteration 1F (38200.600000 sec): 3 clusters
  Score: Raw -865612.967324 + Penalty 3009.650469 = -862603.316855
  nChanged 624
		SP:Iteration 2F (38200.870000 sec): 3 clusters
  Score: Raw -865854.206399 + Penalty 3009.650469 = -862844.555930
  nChanged 496
		SP:Iteration 3Q (38201.030000 sec): 3 clusters
  Score: Raw -866048.157152 + Penalty 3009.650469 = -863038.506683
  nChanged 452
		SP:Iteration 4Q (38201.310000 sec): 3 clusters
  Score: Raw -866232.066758 + Penalty 3009.650469 = -863222.416289
  nChanged 451
		SP:Iteration 5Q (38201.520000 sec): 3 clusters
  Score: Raw -866425.839317 + Penalty 3009.650469 = -863416.188848
  nChanged 401
		SP:Iteration 6Q (38201.850000 sec): 3 clusters
  Score: Raw -866592.010019 + Penalty 3009.650469 = -863582.359550
  nChanged 373
		SP:Iteration 7Q (38202.110000 sec): 3 clusters
  Score: Raw -866748.531205 + Penalty 3009.650469 = -863738.880736
  nChanged 391
		SP:Iteration 8Q (38202.310000 sec): 3 clusters
  Score: Raw -866908.408049 + Penalty 3009.650469 = -863898.757580
  nChanged 390
		SP:Iteration 9Q (38202.560000 sec): 3 clusters
  Score: Raw -867072.879985 + Penalty 3009.650469 = -864063.229516
  nChanged 366
		SP:Iteration 10Q (38202.790000 sec): 3 clusters
  Score: Raw -867224.384571 + Penalty 3009.650469 = -864214.734102
  nChanged 331
		SP:Iteration 11Q (38203.070000 sec): 3 clusters
  Score: Raw -867376.650098 + Penalty 3009.650469 = -864366.999629
  nChanged 363
		SP:Iteration 12Q (38203.240000 sec): 3 clusters
  Score: Raw -867561.537578 + Penalty 3009.650469 = -864551.887109
  nChanged 363
		SP:Iteration 13Q (38203.510000 sec): 3 clusters
  Score: Raw -867756.490133 + Penalty 3009.650469 = -864746.839664
  nChanged 367
		SP:Iteration 14Q (38203.720000 sec): 3 clusters
  Score: Raw -867974.529131 + Penalty 3009.650469 = -864964.878662
  nChanged 368
		SP:Iteration 15Q (38203.920000 sec): 3 clusters
  Score: Raw -868227.860306 + Penalty 3009.650469 = -865218.209837
  nChanged 366
		SP:Iteration 16Q (38204.140000 sec): 3 clusters
  Score: Raw -868521.049253 + Penalty 3009.650469 = -865511.398784
  nChanged 294
		SP:Iteration 17Q (38204.360000 sec): 3 clusters
  Score: Raw -868758.958001 + Penalty 3009.650469 = -865749.307532
  nChanged 235
		SP:Iteration 18Q (38204.590000 sec): 3 clusters
  Score: Raw -868943.839355 + Penalty 3009.650469 = -865934.188886
  nChanged 176
		SP:Iteration 19Q (38204.880000 sec): 3 clusters
  Score: Raw -869087.486782 + Penalty 3009.650469 = -866077.836313
  nChanged 133
		SP:Iteration 20F (38205.100000 sec): 3 clusters
  Score: Raw -869184.256855 + Penalty 3009.650469 = -866174.606386
  nChanged 97
		SP:Iteration 21Q (38205.380000 sec): 3 clusters
  Score: Raw -869256.419595 + Penalty 3009.650469 = -866246.769126
  nChanged 85
		SP:Iteration 22Q (38205.590000 sec): 3 clusters
  Score: Raw -869314.775773 + Penalty 3009.650469 = -866305.125304
  nChanged 55
		SP:Iteration 23Q (38205.810000 sec): 3 clusters
  Score: Raw -869351.090706 + Penalty 3009.650469 = -866341.440238
  nChanged 52
		SP:Iteration 24Q (38206.030000 sec): 3 clusters
  Score: Raw -869390.539829 + Penalty 3009.650469 = -866380.889360
  nChanged 46
		SP:Iteration 25Q (38206.260000 sec): 3 clusters
  Score: Raw -869419.416064 + Penalty 3009.650469 = -866409.765595
  nChanged 30
		SP:Iteration 26Q (38206.560000 sec): 3 clusters
  Score: Raw -869435.925669 + Penalty 3009.650469 = -866426.275200
  nChanged 25
		SP:Iteration 27Q (38206.840000 sec): 3 clusters
  Score: Raw -869449.973244 + Penalty 3009.650469 = -866440.322775
  nChanged 30
		SP:Iteration 28Q (38207.080000 sec): 3 clusters
  Score: Raw -869466.719460 + Penalty 3009.650469 = -866457.068991
  nChanged 23
		SP:Iteration 29Q (38207.320000 sec): 3 clusters
  Score: Raw -869479.366156 + Penalty 3009.650469 = -866469.715687
  nChanged 18
		SP:Iteration 30Q (38207.550000 sec): 3 clusters
  Score: Raw -869485.854236 + Penalty 3009.650469 = -866476.203767
  nChanged 8
		SP:Iteration 31Q (38207.770000 sec): 3 clusters
  Score: Raw -869488.950351 + Penalty 3009.650469 = -866479.299882
  nChanged 6
		SP:Iteration 32Q (38208.000000 sec): 3 clusters
  Score: Raw -869491.268710 + Penalty 3009.650469 = -866481.618241
  nChanged 4
		SP:Iteration 33Q (38208.260000 sec): 3 clusters
  Score: Raw -869492.401939 + Penalty 3009.650469 = -866482.751470
  nChanged 5
		SP:Iteration 34Q (38208.470000 sec): 3 clusters
  Score: Raw -869493.957363 + Penalty 3009.650469 = -866484.306894
  nChanged 5
		SP:Iteration 35Q (38208.710000 sec): 3 clusters
  Score: Raw -869495.483884 + Penalty 3009.650469 = -866485.833415
  nChanged 9
		SP:Iteration 36Q (38208.980000 sec): 3 clusters
  Score: Raw -869498.636745 + Penalty 3009.650469 = -866488.986276
  nChanged 5
		SP:Iteration 37Q (38209.170000 sec): 3 clusters
  Score: Raw -869499.528471 + Penalty 3009.650469 = -866489.878002
  nChanged 1
		SP:Iteration 38Q (38209.420000 sec): 3 clusters
  Score: Raw -869499.663304 + Penalty 3009.650469 = -866490.012835
  nChanged 1
		SP:Iteration 39Q (38209.680000 sec): 3 clusters
  Score: Raw -869499.809277 + Penalty 3009.650469 = -866490.158808
  nChanged 1
		SP:Iteration 40F (38209.860000 sec): 3 clusters
  Score: Raw -869500.086539 + Penalty 3009.650469 = -866490.436070
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 39 (3442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38209.970000 sec): 2 clusters
  Score: Raw -296737.478464 + Penalty 1323.368796 = -295414.109668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38210.120000 sec): 3 clusters
  Score: Raw -294999.020558 + Penalty 2646.737592 = -292352.282966
  nChanged 1338
		SP:Iteration 1F (38210.380000 sec): 3 clusters
  Score: Raw -295754.045156 + Penalty 2646.737592 = -293107.307564
  nChanged 265
		SP:Iteration 2F (38210.590000 sec): 3 clusters
  Score: Raw -295915.857110 + Penalty 2646.737592 = -293269.119518
  nChanged 176
		SP:Iteration 3F (38210.740000 sec): 3 clusters
  Score: Raw -296001.849920 + Penalty 2646.737592 = -293355.112328
  nChanged 145
		SP:Iteration 4Q (38210.950000 sec): 3 clusters
  Score: Raw -296070.279036 + Penalty 2646.737592 = -293423.541444
  nChanged 100
		SP:Iteration 5Q (38211.170000 sec): 3 clusters
  Score: Raw -296130.751063 + Penalty 2646.737592 = -293484.013471
  nChanged 115
		SP:Iteration 6Q (38211.350000 sec): 3 clusters
  Score: Raw -296184.718573 + Penalty 2646.737592 = -293537.980981
  nChanged 99
		SP:Iteration 7Q (38211.570000 sec): 3 clusters
  Score: Raw -296227.993449 + Penalty 2646.737592 = -293581.255857
  nChanged 68
		SP:Iteration 8Q (38211.810000 sec): 3 clusters
  Score: Raw -296252.487559 + Penalty 2646.737592 = -293605.749967
  nChanged 64
		SP:Iteration 9Q (38212.020000 sec): 3 clusters
  Score: Raw -296275.022489 + Penalty 2646.737592 = -293628.284897
  nChanged 56
		SP:Iteration 10Q (38212.200000 sec): 3 clusters
  Score: Raw -296291.508345 + Penalty 2646.737592 = -293644.770752
  nChanged 47
		SP:Iteration 11Q (38212.410000 sec): 3 clusters
  Score: Raw -296308.058089 + Penalty 2646.737592 = -293661.320497
  nChanged 37
		SP:Iteration 12Q (38212.610000 sec): 3 clusters
  Score: Raw -296321.335777 + Penalty 2646.737592 = -293674.598184
  nChanged 35
		SP:Iteration 13Q (38212.770000 sec): 3 clusters
  Score: Raw -296332.719412 + Penalty 2646.737592 = -293685.981820
  nChanged 34
		SP:Iteration 14Q (38212.940000 sec): 3 clusters
  Score: Raw -296342.067672 + Penalty 2646.737592 = -293695.330079
  nChanged 30
		SP:Iteration 15Q (38213.120000 sec): 3 clusters
  Score: Raw -296351.498313 + Penalty 2646.737592 = -293704.760721
  nChanged 31
		SP:Iteration 16Q (38213.300000 sec): 3 clusters
  Score: Raw -296362.564126 + Penalty 2646.737592 = -293715.826534
  nChanged 33
		SP:Iteration 17Q (38213.440000 sec): 3 clusters
  Score: Raw -296372.015332 + Penalty 2646.737592 = -293725.277740
  nChanged 34
		SP:Iteration 18Q (38213.630000 sec): 3 clusters
  Score: Raw -296384.798860 + Penalty 2646.737592 = -293738.061267
  nChanged 35
		SP:Iteration 19Q (38213.810000 sec): 3 clusters
  Score: Raw -296396.056186 + Penalty 2646.737592 = -293749.318593
  nChanged 39
		SP:Iteration 20F (38213.970000 sec): 3 clusters
  Score: Raw -296410.252484 + Penalty 2646.737592 = -293763.514891
  nChanged 41
		SP:Iteration 21Q (38214.120000 sec): 3 clusters
  Score: Raw -296427.021269 + Penalty 2646.737592 = -293780.283676
  nChanged 33
		SP:Iteration 22Q (38214.280000 sec): 3 clusters
  Score: Raw -296437.485173 + Penalty 2646.737592 = -293790.747580
  nChanged 36
		SP:Iteration 23Q (38214.450000 sec): 3 clusters
  Score: Raw -296449.912839 + Penalty 2646.737592 = -293803.175246
  nChanged 37
		SP:Iteration 24Q (38214.590000 sec): 3 clusters
  Score: Raw -296461.313562 + Penalty 2646.737592 = -293814.575969
  nChanged 46
		SP:Iteration 25Q (38214.730000 sec): 3 clusters
  Score: Raw -296478.431699 + Penalty 2646.737592 = -293831.694107
  nChanged 56
		SP:Iteration 26Q (38214.880000 sec): 3 clusters
  Score: Raw -296500.012438 + Penalty 2646.737592 = -293853.274846
  nChanged 46
		SP:Iteration 27Q (38215.020000 sec): 3 clusters
  Score: Raw -296518.099996 + Penalty 2646.737592 = -293871.362403
  nChanged 43
		SP:Iteration 28Q (38215.170000 sec): 3 clusters
  Score: Raw -296533.830443 + Penalty 2646.737592 = -293887.092850
  nChanged 32
		SP:Iteration 29Q (38215.310000 sec): 3 clusters
  Score: Raw -296546.357956 + Penalty 2646.737592 = -293899.620363
  nChanged 40
		SP:Iteration 30Q (38215.450000 sec): 3 clusters
  Score: Raw -296560.876518 + Penalty 2646.737592 = -293914.138926
  nChanged 30
		SP:Iteration 31Q (38215.600000 sec): 3 clusters
  Score: Raw -296571.670285 + Penalty 2646.737592 = -293924.932693
  nChanged 21
		SP:Iteration 32Q (38215.740000 sec): 3 clusters
  Score: Raw -296577.191903 + Penalty 2646.737592 = -293930.454311
  nChanged 9
		SP:Iteration 33Q (38215.890000 sec): 3 clusters
  Score: Raw -296579.578951 + Penalty 2646.737592 = -293932.841358
  nChanged 7
		SP:Iteration 34Q (38216.030000 sec): 3 clusters
  Score: Raw -296581.637847 + Penalty 2646.737592 = -293934.900254
  nChanged 7
		SP:Iteration 35Q (38216.190000 sec): 3 clusters
  Score: Raw -296583.754179 + Penalty 2646.737592 = -293937.016586
  nChanged 11
		SP:Iteration 36Q (38216.350000 sec): 3 clusters
  Score: Raw -296587.602352 + Penalty 2646.737592 = -293940.864759
  nChanged 8
		SP:Iteration 37Q (38216.510000 sec): 3 clusters
  Score: Raw -296589.914135 + Penalty 2646.737592 = -293943.176543
  nChanged 12
		SP:Iteration 38Q (38216.670000 sec): 3 clusters
  Score: Raw -296593.569573 + Penalty 2646.737592 = -293946.831980
  nChanged 12
		SP:Iteration 39Q (38216.830000 sec): 3 clusters
  Score: Raw -296598.119792 + Penalty 2646.737592 = -293951.382199
  nChanged 16
		SP:Iteration 40F (38216.990000 sec): 3 clusters
  Score: Raw -296606.163063 + Penalty 2646.737592 = -293959.425471
  nChanged 14
		SP:Iteration 41Q (38217.150000 sec): 3 clusters
  Score: Raw -296610.719165 + Penalty 2646.737592 = -293963.981573
  nChanged 20
		SP:Iteration 42Q (38217.310000 sec): 3 clusters
  Score: Raw -296616.954402 + Penalty 2646.737592 = -293970.216809
  nChanged 21
		SP:Iteration 43Q (38217.470000 sec): 3 clusters
  Score: Raw -296624.849548 + Penalty 2646.737592 = -293978.111956
  nChanged 16
		SP:Iteration 44Q (38217.630000 sec): 3 clusters
  Score: Raw -296632.249560 + Penalty 2646.737592 = -293985.511968
  nChanged 20
		SP:Iteration 45Q (38217.790000 sec): 3 clusters
  Score: Raw -296639.509806 + Penalty 2646.737592 = -293992.772214
  nChanged 14
		SP:Iteration 46Q (38217.950000 sec): 3 clusters
  Score: Raw -296644.659567 + Penalty 2646.737592 = -293997.921974
  nChanged 10
		SP:Iteration 47Q (38218.110000 sec): 3 clusters
  Score: Raw -296648.472241 + Penalty 2646.737592 = -294001.734649
  nChanged 10
		SP:Iteration 48Q (38218.280000 sec): 3 clusters
  Score: Raw -296653.519489 + Penalty 2646.737592 = -294006.781897
  nChanged 11
		SP:Iteration 49Q (38218.480000 sec): 3 clusters
  Score: Raw -296656.438072 + Penalty 2646.737592 = -294009.700479
  nChanged 5
		SP:Iteration 50Q (38218.640000 sec): 3 clusters
  Score: Raw -296657.715718 + Penalty 2646.737592 = -294010.978126
  nChanged 6
		SP:Iteration 51Q (38218.790000 sec): 3 clusters
  Score: Raw -296659.638456 + Penalty 2646.737592 = -294012.900864
  nChanged 7
		SP:Iteration 52Q (38218.950000 sec): 3 clusters
  Score: Raw -296661.947635 + Penalty 2646.737592 = -294015.210043
  nChanged 4
		SP:Iteration 53Q (38219.110000 sec): 3 clusters
  Score: Raw -296663.786621 + Penalty 2646.737592 = -294017.049029
  nChanged 10
		SP:Iteration 54Q (38219.290000 sec): 3 clusters
  Score: Raw -296667.974678 + Penalty 2646.737592 = -294021.237085
  nChanged 7
		SP:Iteration 55Q (38219.430000 sec): 3 clusters
  Score: Raw -296669.889190 + Penalty 2646.737592 = -294023.151597
  nChanged 6
		SP:Iteration 56Q (38219.590000 sec): 3 clusters
  Score: Raw -296671.477333 + Penalty 2646.737592 = -294024.739740
  nChanged 8
		SP:Iteration 57Q (38219.740000 sec): 3 clusters
  Score: Raw -296673.755348 + Penalty 2646.737592 = -294027.017755
  nChanged 6
		SP:Iteration 58Q (38219.900000 sec): 3 clusters
  Score: Raw -296676.441529 + Penalty 2646.737592 = -294029.703936
  nChanged 7
		SP:Iteration 59Q (38220.060000 sec): 3 clusters
  Score: Raw -296679.564065 + Penalty 2646.737592 = -294032.826472
  nChanged 9
		SP:Iteration 60F (38220.220000 sec): 3 clusters
  Score: Raw -296681.755412 + Penalty 2646.737592 = -294035.017820
  nChanged 5
		SP:Iteration 61Q (38220.380000 sec): 3 clusters
  Score: Raw -296683.277548 + Penalty 2646.737592 = -294036.539955
  nChanged 6
		SP:Iteration 62Q (38220.530000 sec): 3 clusters
  Score: Raw -296685.129130 + Penalty 2646.737592 = -294038.391537
  nChanged 8
		SP:Iteration 63Q (38220.690000 sec): 3 clusters
  Score: Raw -296688.078400 + Penalty 2646.737592 = -294041.340808
  nChanged 6
		SP:Iteration 64Q (38220.850000 sec): 3 clusters
  Score: Raw -296689.654342 + Penalty 2646.737592 = -294042.916750
  nChanged 5
		SP:Iteration 65Q (38221.010000 sec): 3 clusters
  Score: Raw -296690.744659 + Penalty 2646.737592 = -294044.007067
  nChanged 1
		SP:Iteration 66Q (38221.160000 sec): 3 clusters
  Score: Raw -296691.079821 + Penalty 2646.737592 = -294044.342229
  nChanged 0
		SP:Iteration 67F (38221.320000 sec): 3 clusters
  Score: Raw -296691.079821 + Penalty 2646.737592 = -294044.342229
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 40 (6904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38221.440000 sec): 2 clusters
  Score: Raw -575664.942876 + Penalty 1436.476638 = -574228.466238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38221.630000 sec): 3 clusters
  Score: Raw -571905.261371 + Penalty 2872.953276 = -569032.308095
  nChanged 2863
		SP:Iteration 1F (38221.800000 sec): 3 clusters
  Score: Raw -573470.658070 + Penalty 2872.953276 = -570597.704794
  nChanged 436
		SP:Iteration 2F (38222.000000 sec): 3 clusters
  Score: Raw -573706.282469 + Penalty 2872.953276 = -570833.329194
  nChanged 375
		SP:Iteration 3F (38222.150000 sec): 3 clusters
  Score: Raw -573900.823977 + Penalty 2872.953276 = -571027.870701
  nChanged 335
		SP:Iteration 4Q (38222.340000 sec): 3 clusters
  Score: Raw -574060.277936 + Penalty 2872.953276 = -571187.324661
  nChanged 275
		SP:Iteration 5Q (38222.520000 sec): 3 clusters
  Score: Raw -574185.403092 + Penalty 2872.953276 = -571312.449816
  nChanged 255
		SP:Iteration 6Q (38222.700000 sec): 3 clusters
  Score: Raw -574303.862147 + Penalty 2872.953276 = -571430.908871
  nChanged 251
		SP:Iteration 7Q (38222.880000 sec): 3 clusters
  Score: Raw -574426.914916 + Penalty 2872.953276 = -571553.961640
  nChanged 233
		SP:Iteration 8Q (38223.060000 sec): 3 clusters
  Score: Raw -574551.092392 + Penalty 2872.953276 = -571678.139116
  nChanged 217
		SP:Iteration 9Q (38223.220000 sec): 3 clusters
  Score: Raw -574660.944535 + Penalty 2872.953276 = -571787.991259
  nChanged 244
		SP:Iteration 10Q (38223.400000 sec): 3 clusters
  Score: Raw -574782.668461 + Penalty 2872.953276 = -571909.715186
  nChanged 224
		SP:Iteration 11Q (38223.570000 sec): 3 clusters
  Score: Raw -574888.463930 + Penalty 2872.953276 = -572015.510655
  nChanged 189
		SP:Iteration 12Q (38223.740000 sec): 3 clusters
  Score: Raw -574966.214975 + Penalty 2872.953276 = -572093.261699
  nChanged 153
		SP:Iteration 13Q (38223.910000 sec): 3 clusters
  Score: Raw -575030.343593 + Penalty 2872.953276 = -572157.390317
  nChanged 140
		SP:Iteration 14Q (38224.080000 sec): 3 clusters
  Score: Raw -575090.280783 + Penalty 2872.953276 = -572217.327508
  nChanged 138
		SP:Iteration 15Q (38224.250000 sec): 3 clusters
  Score: Raw -575144.302146 + Penalty 2872.953276 = -572271.348870
  nChanged 132
		SP:Iteration 16Q (38224.420000 sec): 3 clusters
  Score: Raw -575192.509240 + Penalty 2872.953276 = -572319.555964
  nChanged 131
		SP:Iteration 17Q (38224.590000 sec): 3 clusters
  Score: Raw -575242.972474 + Penalty 2872.953276 = -572370.019198
  nChanged 120
		SP:Iteration 18Q (38224.750000 sec): 3 clusters
  Score: Raw -575288.213293 + Penalty 2872.953276 = -572415.260018
  nChanged 110
		SP:Iteration 19Q (38224.940000 sec): 3 clusters
  Score: Raw -575330.846971 + Penalty 2872.953276 = -572457.893696
  nChanged 105
		SP:Iteration 20F (38225.110000 sec): 3 clusters
  Score: Raw -575373.715428 + Penalty 2872.953276 = -572500.762152
  nChanged 97
		SP:Iteration 21Q (38225.360000 sec): 3 clusters
  Score: Raw -575413.225519 + Penalty 2872.953276 = -572540.272244
  nChanged 102
		SP:Iteration 22Q (38225.510000 sec): 3 clusters
  Score: Raw -575452.211073 + Penalty 2872.953276 = -572579.257797
  nChanged 92
		SP:Iteration 23Q (38225.760000 sec): 3 clusters
  Score: Raw -575490.850990 + Penalty 2872.953276 = -572617.897714
  nChanged 77
		SP:Iteration 24Q (38225.900000 sec): 3 clusters
  Score: Raw -575524.090718 + Penalty 2872.953276 = -572651.137442
  nChanged 69
		SP:Iteration 25Q (38226.080000 sec): 3 clusters
  Score: Raw -575560.462945 + Penalty 2872.953276 = -572687.509669
  nChanged 71
		SP:Iteration 26Q (38226.260000 sec): 3 clusters
  Score: Raw -575602.121328 + Penalty 2872.953276 = -572729.168053
  nChanged 72
		SP:Iteration 27Q (38226.440000 sec): 3 clusters
  Score: Raw -575644.515158 + Penalty 2872.953276 = -572771.561882
  nChanged 64
		SP:Iteration 28Q (38226.600000 sec): 3 clusters
  Score: Raw -575691.490192 + Penalty 2872.953276 = -572818.536916
  nChanged 59
		SP:Iteration 29Q (38226.780000 sec): 3 clusters
  Score: Raw -575734.214334 + Penalty 2872.953276 = -572861.261059
  nChanged 60
		SP:Iteration 30Q (38226.990000 sec): 3 clusters
  Score: Raw -575775.042703 + Penalty 2872.953276 = -572902.089428
  nChanged 41
		SP:Iteration 31Q (38227.180000 sec): 3 clusters
  Score: Raw -575802.558620 + Penalty 2872.953276 = -572929.605344
  nChanged 43
		SP:Iteration 32Q (38227.320000 sec): 3 clusters
  Score: Raw -575831.952671 + Penalty 2872.953276 = -572958.999395
  nChanged 32
		SP:Iteration 33Q (38227.490000 sec): 3 clusters
  Score: Raw -575860.904854 + Penalty 2872.953276 = -572987.951578
  nChanged 32
		SP:Iteration 34Q (38227.690000 sec): 3 clusters
  Score: Raw -575883.926069 + Penalty 2872.953276 = -573010.972793
  nChanged 26
		SP:Iteration 35Q (38227.870000 sec): 3 clusters
  Score: Raw -575901.557583 + Penalty 2872.953276 = -573028.604308
  nChanged 23
		SP:Iteration 36Q (38228.070000 sec): 3 clusters
  Score: Raw -575926.147233 + Penalty 2872.953276 = -573053.193957
  nChanged 32
		SP:Iteration 37Q (38228.260000 sec): 3 clusters
  Score: Raw -575958.351065 + Penalty 2872.953276 = -573085.397789
  nChanged 24
		SP:Iteration 38Q (38228.410000 sec): 3 clusters
  Score: Raw -575976.012679 + Penalty 2872.953276 = -573103.059403
  nChanged 30
		SP:Iteration 39Q (38228.550000 sec): 3 clusters
  Score: Raw -576001.547958 + Penalty 2872.953276 = -573128.594682
  nChanged 30
		SP:Iteration 40F (38228.730000 sec): 3 clusters
  Score: Raw -576027.080187 + Penalty 2872.953276 = -573154.126911
  nChanged 28
		SP:Iteration 41Q (38228.880000 sec): 3 clusters
  Score: Raw -576052.017896 + Penalty 2872.953276 = -573179.064620
  nChanged 23
		SP:Iteration 42Q (38229.070000 sec): 3 clusters
  Score: Raw -576073.663060 + Penalty 2872.953276 = -573200.709784
  nChanged 21
		SP:Iteration 43Q (38229.260000 sec): 3 clusters
  Score: Raw -576091.616714 + Penalty 2872.953276 = -573218.663438
  nChanged 17
		SP:Iteration 44Q (38229.460000 sec): 3 clusters
  Score: Raw -576104.714368 + Penalty 2872.953276 = -573231.761093
  nChanged 14
		SP:Iteration 45Q (38229.660000 sec): 3 clusters
  Score: Raw -576112.175974 + Penalty 2872.953276 = -573239.222699
  nChanged 6
		SP:Iteration 46Q (38229.830000 sec): 3 clusters
  Score: Raw -576117.197632 + Penalty 2872.953276 = -573244.244357
  nChanged 7
		SP:Iteration 47Q (38230.060000 sec): 3 clusters
  Score: Raw -576121.170691 + Penalty 2872.953276 = -573248.217416
  nChanged 9
		SP:Iteration 48Q (38230.290000 sec): 3 clusters
  Score: Raw -576127.640362 + Penalty 2872.953276 = -573254.687086
  nChanged 12
		SP:Iteration 49Q (38230.520000 sec): 3 clusters
  Score: Raw -576135.719295 + Penalty 2872.953276 = -573262.766019
  nChanged 7
		SP:Iteration 50Q (38230.740000 sec): 3 clusters
  Score: Raw -576140.268958 + Penalty 2872.953276 = -573267.315682
  nChanged 3
		SP:Iteration 51Q (38230.960000 sec): 3 clusters
  Score: Raw -576141.569735 + Penalty 2872.953276 = -573268.616459
  nChanged 3
		SP:Iteration 52Q (38231.140000 sec): 3 clusters
  Score: Raw -576144.784247 + Penalty 2872.953276 = -573271.830971
  nChanged 8
		SP:Iteration 53Q (38231.270000 sec): 3 clusters
  Score: Raw -576150.562953 + Penalty 2872.953276 = -573277.609677
  nChanged 6
		SP:Iteration 54Q (38231.460000 sec): 3 clusters
  Score: Raw -576153.616862 + Penalty 2872.953276 = -573280.663587
  nChanged 6
		SP:Iteration 55Q (38231.630000 sec): 3 clusters
  Score: Raw -576159.621626 + Penalty 2872.953276 = -573286.668350
  nChanged 3
		SP:Iteration 56Q (38231.860000 sec): 3 clusters
  Score: Raw -576162.540899 + Penalty 2872.953276 = -573289.587623
  nChanged 2
		SP:Iteration 57Q (38232.060000 sec): 3 clusters
  Score: Raw -576164.379154 + Penalty 2872.953276 = -573291.425878
  nChanged 3
		SP:Iteration 58Q (38232.290000 sec): 3 clusters
  Score: Raw -576167.209241 + Penalty 2872.953276 = -573294.255965
  nChanged 2
		SP:Iteration 59Q (38232.490000 sec): 3 clusters
  Score: Raw -576168.703613 + Penalty 2872.953276 = -573295.750338
  nChanged 0
		SP:Iteration 60F (38232.670000 sec): 3 clusters
  Score: Raw -576168.703613 + Penalty 2872.953276 = -573295.750338
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 41 (9349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38232.830000 sec): 2 clusters
  Score: Raw -747807.698325 + Penalty 1485.741508 = -746321.956817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38233.090000 sec): 3 clusters
  Score: Raw -742559.865871 + Penalty 2971.483016 = -739588.382855
  nChanged 4018
		SP:Iteration 1F (38233.340000 sec): 3 clusters
  Score: Raw -744641.435853 + Penalty 2971.483016 = -741669.952837
  nChanged 543
		SP:Iteration 2F (38233.600000 sec): 3 clusters
  Score: Raw -744890.450263 + Penalty 2971.483016 = -741918.967247
  nChanged 453
		SP:Iteration 3Q (38233.820000 sec): 3 clusters
  Score: Raw -745105.768428 + Penalty 2971.483016 = -742134.285412
  nChanged 415
		SP:Iteration 4Q (38234.010000 sec): 3 clusters
  Score: Raw -745302.798261 + Penalty 2971.483016 = -742331.315245
  nChanged 396
		SP:Iteration 5Q (38234.240000 sec): 3 clusters
  Score: Raw -745496.121328 + Penalty 2971.483016 = -742524.638312
  nChanged 402
		SP:Iteration 6Q (38234.400000 sec): 3 clusters
  Score: Raw -745703.811697 + Penalty 2971.483016 = -742732.328681
  nChanged 427
		SP:Iteration 7Q (38234.650000 sec): 3 clusters
  Score: Raw -745958.781832 + Penalty 2971.483016 = -742987.298816
  nChanged 429
		SP:Iteration 8Q (38234.960000 sec): 3 clusters
  Score: Raw -746227.140943 + Penalty 2971.483016 = -743255.657927
  nChanged 415
		SP:Iteration 9Q (38235.180000 sec): 3 clusters
  Score: Raw -746508.759232 + Penalty 2971.483016 = -743537.276216
  nChanged 423
		SP:Iteration 10Q (38235.380000 sec): 3 clusters
  Score: Raw -746821.393377 + Penalty 2971.483016 = -743849.910361
  nChanged 356
		SP:Iteration 11Q (38235.630000 sec): 3 clusters
  Score: Raw -747061.474584 + Penalty 2971.483016 = -744089.991568
  nChanged 304
		SP:Iteration 12Q (38235.860000 sec): 3 clusters
  Score: Raw -747215.191881 + Penalty 2971.483016 = -744243.708865
  nChanged 225
		SP:Iteration 13Q (38236.080000 sec): 3 clusters
  Score: Raw -747313.669648 + Penalty 2971.483016 = -744342.186632
  nChanged 168
		SP:Iteration 14Q (38236.290000 sec): 3 clusters
  Score: Raw -747382.161847 + Penalty 2971.483016 = -744410.678831
  nChanged 146
		SP:Iteration 15Q (38236.580000 sec): 3 clusters
  Score: Raw -747431.726176 + Penalty 2971.483016 = -744460.243160
  nChanged 106
		SP:Iteration 16Q (38236.820000 sec): 3 clusters
  Score: Raw -747464.957663 + Penalty 2971.483016 = -744493.474647
  nChanged 98
		SP:Iteration 17Q (38237.080000 sec): 3 clusters
  Score: Raw -747492.336470 + Penalty 2971.483016 = -744520.853454
  nChanged 81
		SP:Iteration 18Q (38237.420000 sec): 3 clusters
  Score: Raw -747510.979623 + Penalty 2971.483016 = -744539.496607
  nChanged 70
		SP:Iteration 19Q (38237.690000 sec): 3 clusters
  Score: Raw -747528.699266 + Penalty 2971.483016 = -744557.216250
  nChanged 62
		SP:Iteration 20F (38237.870000 sec): 3 clusters
  Score: Raw -747545.064181 + Penalty 2971.483016 = -744573.581165
  nChanged 59
		SP:Iteration 21Q (38238.100000 sec): 3 clusters
  Score: Raw -747558.443699 + Penalty 2971.483016 = -744586.960683
  nChanged 56
		SP:Iteration 22Q (38238.260000 sec): 3 clusters
  Score: Raw -747569.883799 + Penalty 2971.483016 = -744598.400783
  nChanged 48
		SP:Iteration 23Q (38238.510000 sec): 3 clusters
  Score: Raw -747580.537913 + Penalty 2971.483016 = -744609.054897
  nChanged 44
		SP:Iteration 24Q (38238.740000 sec): 3 clusters
  Score: Raw -747591.416523 + Penalty 2971.483016 = -744619.933507
  nChanged 47
		SP:Iteration 25Q (38238.980000 sec): 3 clusters
  Score: Raw -747603.856753 + Penalty 2971.483016 = -744632.373737
  nChanged 45
		SP:Iteration 26Q (38239.240000 sec): 3 clusters
  Score: Raw -747612.953444 + Penalty 2971.483016 = -744641.470428
  nChanged 49
		SP:Iteration 27Q (38239.470000 sec): 3 clusters
  Score: Raw -747626.023862 + Penalty 2971.483016 = -744654.540846
  nChanged 34
		SP:Iteration 28Q (38239.710000 sec): 3 clusters
  Score: Raw -747633.245874 + Penalty 2971.483016 = -744661.762858
  nChanged 30
		SP:Iteration 29Q (38239.950000 sec): 3 clusters
  Score: Raw -747638.642945 + Penalty 2971.483016 = -744667.159929
  nChanged 27
		SP:Iteration 30Q (38240.220000 sec): 3 clusters
  Score: Raw -747643.581107 + Penalty 2971.483016 = -744672.098091
  nChanged 29
		SP:Iteration 31Q (38240.480000 sec): 3 clusters
  Score: Raw -747649.237014 + Penalty 2971.483016 = -744677.753998
  nChanged 26
		SP:Iteration 32Q (38240.740000 sec): 3 clusters
  Score: Raw -747653.644125 + Penalty 2971.483016 = -744682.161109
  nChanged 25
		SP:Iteration 33Q (38240.960000 sec): 3 clusters
  Score: Raw -747657.620349 + Penalty 2971.483016 = -744686.137333
  nChanged 21
		SP:Iteration 34Q (38241.160000 sec): 3 clusters
  Score: Raw -747661.363447 + Penalty 2971.483016 = -744689.880431
  nChanged 21
		SP:Iteration 35Q (38241.400000 sec): 3 clusters
  Score: Raw -747665.088021 + Penalty 2971.483016 = -744693.605005
  nChanged 21
		SP:Iteration 36Q (38241.650000 sec): 3 clusters
  Score: Raw -747668.270081 + Penalty 2971.483016 = -744696.787065
  nChanged 14
		SP:Iteration 37Q (38241.860000 sec): 3 clusters
  Score: Raw -747670.137711 + Penalty 2971.483016 = -744698.654695
  nChanged 12
		SP:Iteration 38Q (38242.120000 sec): 3 clusters
  Score: Raw -747671.858129 + Penalty 2971.483016 = -744700.375113
  nChanged 16
		SP:Iteration 39Q (38242.350000 sec): 3 clusters
  Score: Raw -747673.782931 + Penalty 2971.483016 = -744702.299915
  nChanged 16
		SP:Iteration 40F (38242.530000 sec): 3 clusters
  Score: Raw -747675.996917 + Penalty 2971.483016 = -744704.513901
  nChanged 17
		SP:Iteration 41Q (38242.760000 sec): 3 clusters
  Score: Raw -747679.233185 + Penalty 2971.483016 = -744707.750169
  nChanged 23
		SP:Iteration 42Q (38242.930000 sec): 3 clusters
  Score: Raw -747682.943100 + Penalty 2971.483016 = -744711.460084
  nChanged 16
		SP:Iteration 43Q (38243.160000 sec): 3 clusters
  Score: Raw -747684.989391 + Penalty 2971.483016 = -744713.506375
  nChanged 5
		SP:Iteration 44Q (38243.390000 sec): 3 clusters
  Score: Raw -747685.663012 + Penalty 2971.483016 = -744714.179996
  nChanged 8
		SP:Iteration 45Q (38243.620000 sec): 3 clusters
  Score: Raw -747686.755075 + Penalty 2971.483016 = -744715.272059
  nChanged 8
		SP:Iteration 46Q (38243.830000 sec): 3 clusters
  Score: Raw -747687.617826 + Penalty 2971.483016 = -744716.134810
  nChanged 4
		SP:Iteration 47Q (38244.090000 sec): 3 clusters
  Score: Raw -747688.169615 + Penalty 2971.483016 = -744716.686599
  nChanged 5
		SP:Iteration 48Q (38244.240000 sec): 3 clusters
  Score: Raw -747688.679968 + Penalty 2971.483016 = -744717.196952
  nChanged 5
		SP:Iteration 49Q (38244.480000 sec): 3 clusters
  Score: Raw -747689.082676 + Penalty 2971.483016 = -744717.599660
  nChanged 7
		SP:Iteration 50Q (38244.740000 sec): 3 clusters
  Score: Raw -747689.466451 + Penalty 2971.483016 = -744717.983435
  nChanged 3
		SP:Iteration 51Q (38244.980000 sec): 3 clusters
  Score: Raw -747689.766512 + Penalty 2971.483016 = -744718.283496
  nChanged 2
		SP:Iteration 52Q (38245.270000 sec): 3 clusters
  Score: Raw -747689.899427 + Penalty 2971.483016 = -744718.416411
  nChanged 2
		SP:Iteration 53Q (38245.540000 sec): 3 clusters
  Score: Raw -747690.084431 + Penalty 2971.483016 = -744718.601415
  nChanged 3
		SP:Iteration 54Q (38245.860000 sec): 3 clusters
  Score: Raw -747690.402555 + Penalty 2971.483016 = -744718.919539
  nChanged 3
		SP:Iteration 55Q (38246.080000 sec): 3 clusters
  Score: Raw -747690.619662 + Penalty 2971.483016 = -744719.136646
  nChanged 1
		SP:Iteration 56Q (38246.300000 sec): 3 clusters
  Score: Raw -747690.678788 + Penalty 2971.483016 = -744719.195772
  nChanged 2
		SP:Iteration 57Q (38246.540000 sec): 3 clusters
  Score: Raw -747690.932084 + Penalty 2971.483016 = -744719.449068
  nChanged 5
		SP:Iteration 58Q (38246.760000 sec): 3 clusters
  Score: Raw -747691.590171 + Penalty 2971.483016 = -744720.107155
  nChanged 4
		SP:Iteration 59Q (38246.980000 sec): 3 clusters
  Score: Raw -747691.966175 + Penalty 2971.483016 = -744720.483159
  nChanged 6
		SP:Iteration 60F (38247.210000 sec): 3 clusters
  Score: Raw -747692.579105 + Penalty 2971.483016 = -744721.096089
  nChanged 7
		SP:Iteration 61Q (38247.480000 sec): 3 clusters
  Score: Raw -747693.208739 + Penalty 2971.483016 = -744721.725723
  nChanged 9
		SP:Iteration 62Q (38247.700000 sec): 3 clusters
  Score: Raw -747694.327137 + Penalty 2971.483016 = -744722.844121
  nChanged 10
		SP:Iteration 63Q (38247.930000 sec): 3 clusters
  Score: Raw -747695.404603 + Penalty 2971.483016 = -744723.921587
  nChanged 11
		SP:Iteration 64Q (38248.120000 sec): 3 clusters
  Score: Raw -747696.867194 + Penalty 2971.483016 = -744725.384178
  nChanged 10
		SP:Iteration 65Q (38248.380000 sec): 3 clusters
  Score: Raw -747698.060554 + Penalty 2971.483016 = -744726.577538
  nChanged 8
		SP:Iteration 66Q (38248.640000 sec): 3 clusters
  Score: Raw -747698.905079 + Penalty 2971.483016 = -744727.422063
  nChanged 7
		SP:Iteration 67Q (38248.900000 sec): 3 clusters
  Score: Raw -747699.843394 + Penalty 2971.483016 = -744728.360378
  nChanged 12
		SP:Iteration 68Q (38249.130000 sec): 3 clusters
  Score: Raw -747701.259616 + Penalty 2971.483016 = -744729.776600
  nChanged 9
		SP:Iteration 69Q (38249.400000 sec): 3 clusters
  Score: Raw -747702.593503 + Penalty 2971.483016 = -744731.110487
  nChanged 11
		SP:Iteration 70Q (38249.580000 sec): 3 clusters
  Score: Raw -747703.884797 + Penalty 2971.483016 = -744732.401781
  nChanged 14
		SP:Iteration 71Q (38249.750000 sec): 3 clusters
  Score: Raw -747705.605790 + Penalty 2971.483016 = -744734.122774
  nChanged 12
		SP:Iteration 72Q (38249.920000 sec): 3 clusters
  Score: Raw -747706.662474 + Penalty 2971.483016 = -744735.179458
  nChanged 8
		SP:Iteration 73Q (38250.160000 sec): 3 clusters
  Score: Raw -747707.743185 + Penalty 2971.483016 = -744736.260169
  nChanged 10
		SP:Iteration 74Q (38250.420000 sec): 3 clusters
  Score: Raw -747709.111961 + Penalty 2971.483016 = -744737.628945
  nChanged 7
		SP:Iteration 75Q (38250.650000 sec): 3 clusters
  Score: Raw -747709.795166 + Penalty 2971.483016 = -744738.312150
  nChanged 11
		SP:Iteration 76Q (38250.860000 sec): 3 clusters
  Score: Raw -747711.353495 + Penalty 2971.483016 = -744739.870479
  nChanged 10
		SP:Iteration 77Q (38251.100000 sec): 3 clusters
  Score: Raw -747712.456606 + Penalty 2971.483016 = -744740.973590
  nChanged 12
		SP:Iteration 78Q (38251.350000 sec): 3 clusters
  Score: Raw -747713.377505 + Penalty 2971.483016 = -744741.894489
  nChanged 8
		SP:Iteration 79Q (38251.590000 sec): 3 clusters
  Score: Raw -747714.788766 + Penalty 2971.483016 = -744743.305750
  nChanged 5
		SP:Iteration 80F (38251.800000 sec): 3 clusters
  Score: Raw -747715.643003 + Penalty 2971.483016 = -744744.159987
  nChanged 8
		SP:Iteration 81Q (38252.040000 sec): 3 clusters
  Score: Raw -747716.249327 + Penalty 2971.483016 = -744744.766311
  nChanged 3
		SP:Iteration 82Q (38252.300000 sec): 3 clusters
  Score: Raw -747716.485712 + Penalty 2971.483016 = -744745.002696
  nChanged 0
		SP:Iteration 83F (38252.540000 sec): 3 clusters
  Score: Raw -747716.485712 + Penalty 2971.483016 = -744745.002696
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 42 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38252.630000 sec): 2 clusters
  Score: Raw -43339.896402 + Penalty 1002.561744 = -42337.334658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38252.760000 sec): 3 clusters
  Score: Raw -43274.436256 + Penalty 2005.123488 = -41269.312768
  nChanged 98
		SP:Iteration 1F (38252.940000 sec): 3 clusters
  Score: Raw -43400.375290 + Penalty 2005.123488 = -41395.251802
  nChanged 25
		SP:Iteration 2F (38253.050000 sec): 3 clusters
  Score: Raw -43437.384512 + Penalty 2005.123488 = -41432.261024
  nChanged 6
		SP:Iteration 3Q (38253.180000 sec): 3 clusters
  Score: Raw -43444.055852 + Penalty 2005.123488 = -41438.932364
  nChanged 3
		SP:Iteration 4Q (38253.380000 sec): 3 clusters
  Score: Raw -43447.583358 + Penalty 2005.123488 = -41442.459870
  nChanged 3
		SP:Iteration 5Q (38253.570000 sec): 3 clusters
  Score: Raw -43450.410107 + Penalty 2005.123488 = -41445.286619
  nChanged 0
		SP:Iteration 6F (38253.740000 sec): 3 clusters
  Score: Raw -43450.410107 + Penalty 2005.123488 = -41445.286619
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 43 (9626 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38253.900000 sec): 2 clusters
  Score: Raw -782261.796666 + Penalty 1490.486246 = -780771.310420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38254.150000 sec): 3 clusters
  Score: Raw -776919.463566 + Penalty 2980.972491 = -773938.491075
  nChanged 4140
		SP:Iteration 1F (38254.380000 sec): 3 clusters
  Score: Raw -779086.590043 + Penalty 2980.972491 = -776105.617552
  nChanged 575
		SP:Iteration 2F (38254.590000 sec): 3 clusters
  Score: Raw -779336.885285 + Penalty 2980.972491 = -776355.912794
  nChanged 480
		SP:Iteration 3Q (38254.800000 sec): 3 clusters
  Score: Raw -779562.576402 + Penalty 2980.972491 = -776581.603910
  nChanged 494
		SP:Iteration 4F (38255.040000 sec): 3 clusters
  Score: Raw -779808.902302 + Penalty 2980.972491 = -776827.929811
  nChanged 507
		SP:Iteration 5F (38255.300000 sec): 3 clusters
  Score: Raw -780104.674975 + Penalty 2980.972491 = -777123.702483
  nChanged 565
		SP:Iteration 6F (38255.520000 sec): 3 clusters
  Score: Raw -780489.318261 + Penalty 2980.972491 = -777508.345770
  nChanged 609
		SP:Iteration 7F (38255.730000 sec): 3 clusters
  Score: Raw -781019.126770 + Penalty 2980.972491 = -778038.154278
  nChanged 638
		SP:Iteration 8F (38255.960000 sec): 3 clusters
  Score: Raw -781607.822054 + Penalty 2980.972491 = -778626.849563
  nChanged 526
		SP:Iteration 9F (38256.140000 sec): 3 clusters
  Score: Raw -782126.666611 + Penalty 2980.972491 = -779145.694119
  nChanged 356
		SP:Iteration 10Q (38256.340000 sec): 3 clusters
  Score: Raw -782469.249575 + Penalty 2980.972491 = -779488.277083
  nChanged 220
		SP:Iteration 11Q (38256.590000 sec): 3 clusters
  Score: Raw -782667.716860 + Penalty 2980.972491 = -779686.744369
  nChanged 135
		SP:Iteration 12Q (38256.800000 sec): 3 clusters
  Score: Raw -782762.367900 + Penalty 2980.972491 = -779781.395409
  nChanged 61
		SP:Iteration 13Q (38257.020000 sec): 3 clusters
  Score: Raw -782805.209182 + Penalty 2980.972491 = -779824.236691
  nChanged 39
		SP:Iteration 14Q (38257.250000 sec): 3 clusters
  Score: Raw -782832.172751 + Penalty 2980.972491 = -779851.200260
  nChanged 26
		SP:Iteration 15Q (38257.500000 sec): 3 clusters
  Score: Raw -782845.465396 + Penalty 2980.972491 = -779864.492905
  nChanged 13
		SP:Iteration 16Q (38257.770000 sec): 3 clusters
  Score: Raw -782854.216714 + Penalty 2980.972491 = -779873.244223
  nChanged 7
		SP:Iteration 17Q (38257.970000 sec): 3 clusters
  Score: Raw -782860.067972 + Penalty 2980.972491 = -779879.095480
  nChanged 6
		SP:Iteration 18Q (38258.220000 sec): 3 clusters
  Score: Raw -782863.216377 + Penalty 2980.972491 = -779882.243886
  nChanged 5
		SP:Iteration 19Q (38258.490000 sec): 3 clusters
  Score: Raw -782867.501685 + Penalty 2980.972491 = -779886.529193
  nChanged 4
		SP:Iteration 20F (38258.710000 sec): 3 clusters
  Score: Raw -782871.011721 + Penalty 2980.972491 = -779890.039230
  nChanged 3
		SP:Iteration 21Q (38258.910000 sec): 3 clusters
  Score: Raw -782875.184122 + Penalty 2980.972491 = -779894.211630
  nChanged 5
		SP:Iteration 22Q (38259.160000 sec): 3 clusters
  Score: Raw -782880.077667 + Penalty 2980.972491 = -779899.105176
  nChanged 2
		SP:Iteration 23Q (38259.370000 sec): 3 clusters
  Score: Raw -782881.174711 + Penalty 2980.972491 = -779900.202220
  nChanged 4
		SP:Iteration 24Q (38259.570000 sec): 3 clusters
  Score: Raw -782882.711065 + Penalty 2980.972491 = -779901.738574
  nChanged 1
		SP:Iteration 25Q (38259.770000 sec): 3 clusters
  Score: Raw -782883.026713 + Penalty 2980.972491 = -779902.054222
  nChanged 0
		SP:Iteration 26F (38259.970000 sec): 3 clusters
  Score: Raw -782883.026713 + Penalty 2980.972491 = -779902.054222
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 44 (3363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38260.070000 sec): 2 clusters
  Score: Raw -279707.947804 + Penalty 1319.595666 = -278388.352138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38260.280000 sec): 3 clusters
  Score: Raw -278085.654750 + Penalty 2639.191331 = -275446.463419
  nChanged 1280
		SP:Iteration 1F (38260.410000 sec): 3 clusters
  Score: Raw -278949.935874 + Penalty 2639.191331 = -276310.744543
  nChanged 346
		SP:Iteration 2F (38260.570000 sec): 3 clusters
  Score: Raw -279300.257567 + Penalty 2639.191331 = -276661.066236
  nChanged 292
		SP:Iteration 3F (38260.700000 sec): 3 clusters
  Score: Raw -279643.852765 + Penalty 2639.191331 = -277004.661434
  nChanged 269
		SP:Iteration 4F (38260.840000 sec): 3 clusters
  Score: Raw -279975.525137 + Penalty 2639.191331 = -277336.333805
  nChanged 214
		SP:Iteration 5F (38261.020000 sec): 3 clusters
  Score: Raw -280199.003044 + Penalty 2639.191331 = -277559.811713
  nChanged 138
		SP:Iteration 6Q (38261.180000 sec): 3 clusters
  Score: Raw -280314.163882 + Penalty 2639.191331 = -277674.972551
  nChanged 86
		SP:Iteration 7Q (38261.370000 sec): 3 clusters
  Score: Raw -280368.553684 + Penalty 2639.191331 = -277729.362352
  nChanged 54
		SP:Iteration 8Q (38261.560000 sec): 3 clusters
  Score: Raw -280397.588331 + Penalty 2639.191331 = -277758.397000
  nChanged 42
		SP:Iteration 9Q (38261.830000 sec): 3 clusters
  Score: Raw -280430.327456 + Penalty 2639.191331 = -277791.136125
  nChanged 47
		SP:Iteration 10Q (38262.000000 sec): 3 clusters
  Score: Raw -280468.320310 + Penalty 2639.191331 = -277829.128979
  nChanged 43
		SP:Iteration 11Q (38262.170000 sec): 3 clusters
  Score: Raw -280489.485178 + Penalty 2639.191331 = -277850.293846
  nChanged 21
		SP:Iteration 12Q (38262.310000 sec): 3 clusters
  Score: Raw -280498.803727 + Penalty 2639.191331 = -277859.612396
  nChanged 20
		SP:Iteration 13Q (38262.460000 sec): 3 clusters
  Score: Raw -280506.942946 + Penalty 2639.191331 = -277867.751615
  nChanged 15
		SP:Iteration 14Q (38262.600000 sec): 3 clusters
  Score: Raw -280510.547271 + Penalty 2639.191331 = -277871.355939
  nChanged 6
		SP:Iteration 15Q (38262.740000 sec): 3 clusters
  Score: Raw -280512.437877 + Penalty 2639.191331 = -277873.246546
  nChanged 7
		SP:Iteration 16Q (38262.840000 sec): 3 clusters
  Score: Raw -280513.851892 + Penalty 2639.191331 = -277874.660561
  nChanged 5
		SP:Iteration 17Q (38262.980000 sec): 3 clusters
  Score: Raw -280514.777715 + Penalty 2639.191331 = -277875.586383
  nChanged 5
		SP:Iteration 18Q (38263.110000 sec): 3 clusters
  Score: Raw -280516.724873 + Penalty 2639.191331 = -277877.533542
  nChanged 8
		SP:Iteration 19Q (38263.250000 sec): 3 clusters
  Score: Raw -280518.461368 + Penalty 2639.191331 = -277879.270037
  nChanged 5
		SP:Iteration 20F (38263.380000 sec): 3 clusters
  Score: Raw -280519.961884 + Penalty 2639.191331 = -277880.770552
  nChanged 4
		SP:Iteration 21Q (38263.520000 sec): 3 clusters
  Score: Raw -280521.515496 + Penalty 2639.191331 = -277882.324165
  nChanged 2
		SP:Iteration 22Q (38263.660000 sec): 3 clusters
  Score: Raw -280522.014529 + Penalty 2639.191331 = -277882.823197
  nChanged 4
		SP:Iteration 23Q (38263.790000 sec): 3 clusters
  Score: Raw -280522.616473 + Penalty 2639.191331 = -277883.425141
  nChanged 4
		SP:Iteration 24Q (38263.940000 sec): 3 clusters
  Score: Raw -280523.403388 + Penalty 2639.191331 = -277884.212057
  nChanged 2
		SP:Iteration 25Q (38264.130000 sec): 3 clusters
  Score: Raw -280523.888138 + Penalty 2639.191331 = -277884.696807
  nChanged 1
		SP:Iteration 26Q (38264.280000 sec): 3 clusters
  Score: Raw -280523.985290 + Penalty 2639.191331 = -277884.793958
  nChanged 0
		SP:Iteration 27F (38264.450000 sec): 3 clusters
  Score: Raw -280523.985290 + Penalty 2639.191331 = -277884.793958
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 45 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38264.540000 sec): 2 clusters
  Score: Raw -19026.425410 + Penalty 915.071915 = -18111.353495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38264.710000 sec): 3 clusters
  Score: Raw -19114.990011 + Penalty 1830.143829 = -17284.846182
  nChanged 55
		SP:Iteration 1F (38264.910000 sec): 3 clusters
  Score: Raw -19255.045417 + Penalty 1830.143829 = -17424.901588
  nChanged 9
		SP:Iteration 2Q (38265.120000 sec): 3 clusters
  Score: Raw -19281.538643 + Penalty 1830.143829 = -17451.394814
  nChanged 6
		SP:Iteration 3Q (38265.310000 sec): 3 clusters
  Score: Raw -19303.347043 + Penalty 1830.143829 = -17473.203214
  nChanged 7
		SP:Iteration 4Q (38265.450000 sec): 3 clusters
  Score: Raw -19337.872695 + Penalty 1830.143829 = -17507.728866
  nChanged 4
		SP:Iteration 5Q (38265.640000 sec): 3 clusters
  Score: Raw -19350.600771 + Penalty 1830.143829 = -17520.456942
  nChanged 3
		SP:Iteration 6Q (38265.870000 sec): 3 clusters
  Score: Raw -19356.217270 + Penalty 1830.143829 = -17526.073441
  nChanged 1
		SP:Iteration 7Q (38266.080000 sec): 3 clusters
  Score: Raw -19357.358504 + Penalty 1830.143829 = -17527.214675
  nChanged 2
		SP:Iteration 8Q (38266.220000 sec): 3 clusters
  Score: Raw -19360.372304 + Penalty 1830.143829 = -17530.228475
  nChanged 1
		SP:Iteration 9Q (38266.390000 sec): 3 clusters
  Score: Raw -19363.050224 + Penalty 1830.143829 = -17532.906395
  nChanged 1
		SP:Iteration 10Q (38266.610000 sec): 3 clusters
  Score: Raw -19366.160426 + Penalty 1830.143829 = -17536.016597
  nChanged 3
		SP:Iteration 11Q (38266.790000 sec): 3 clusters
  Score: Raw -19376.182284 + Penalty 1830.143829 = -17546.038455
  nChanged 4
		SP:Iteration 12Q (38266.950000 sec): 3 clusters
  Score: Raw -19390.358763 + Penalty 1830.143829 = -17560.214934
  nChanged 0
		SP:Iteration 13F (38267.090000 sec): 3 clusters
  Score: Raw -19390.358763 + Penalty 1830.143829 = -17560.214934
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 46 (1779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38267.210000 sec): 2 clusters
  Score: Raw -142195.321005 + Penalty 1216.118587 = -140979.202418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38267.390000 sec): 3 clusters
  Score: Raw -141485.909120 + Penalty 2432.237173 = -139053.671946
  nChanged 603
		SP:Iteration 1F (38267.600000 sec): 3 clusters
  Score: Raw -141903.801541 + Penalty 2432.237173 = -139471.564367
  nChanged 140
		SP:Iteration 2F (38267.740000 sec): 3 clusters
  Score: Raw -142025.247947 + Penalty 2432.237173 = -139593.010774
  nChanged 92
		SP:Iteration 3F (38267.900000 sec): 3 clusters
  Score: Raw -142110.866110 + Penalty 2432.237173 = -139678.628936
  nChanged 65
		SP:Iteration 4Q (38268.070000 sec): 3 clusters
  Score: Raw -142166.579366 + Penalty 2432.237173 = -139734.342192
  nChanged 56
		SP:Iteration 5Q (38268.200000 sec): 3 clusters
  Score: Raw -142221.368699 + Penalty 2432.237173 = -139789.131525
  nChanged 59
		SP:Iteration 6Q (38268.340000 sec): 3 clusters
  Score: Raw -142275.769817 + Penalty 2432.237173 = -139843.532643
  nChanged 45
		SP:Iteration 7Q (38268.480000 sec): 3 clusters
  Score: Raw -142312.751657 + Penalty 2432.237173 = -139880.514483
  nChanged 31
		SP:Iteration 8Q (38268.650000 sec): 3 clusters
  Score: Raw -142340.238616 + Penalty 2432.237173 = -139908.001443
  nChanged 21
		SP:Iteration 9Q (38268.860000 sec): 3 clusters
  Score: Raw -142353.233958 + Penalty 2432.237173 = -139920.996785
  nChanged 18
		SP:Iteration 10Q (38269.000000 sec): 3 clusters
  Score: Raw -142367.222911 + Penalty 2432.237173 = -139934.985737
  nChanged 21
		SP:Iteration 11Q (38269.180000 sec): 3 clusters
  Score: Raw -142383.514456 + Penalty 2432.237173 = -139951.277282
  nChanged 23
		SP:Iteration 12Q (38269.380000 sec): 3 clusters
  Score: Raw -142399.778856 + Penalty 2432.237173 = -139967.541683
  nChanged 16
		SP:Iteration 13Q (38269.560000 sec): 3 clusters
  Score: Raw -142409.276645 + Penalty 2432.237173 = -139977.039471
  nChanged 12
		SP:Iteration 14Q (38269.730000 sec): 3 clusters
  Score: Raw -142421.012009 + Penalty 2432.237173 = -139988.774835
  nChanged 14
		SP:Iteration 15Q (38269.940000 sec): 3 clusters
  Score: Raw -142431.373733 + Penalty 2432.237173 = -139999.136560
  nChanged 14
		SP:Iteration 16Q (38270.130000 sec): 3 clusters
  Score: Raw -142445.484673 + Penalty 2432.237173 = -140013.247500
  nChanged 21
		SP:Iteration 17Q (38270.300000 sec): 3 clusters
  Score: Raw -142461.523548 + Penalty 2432.237173 = -140029.286374
  nChanged 17
		SP:Iteration 18Q (38270.470000 sec): 3 clusters
  Score: Raw -142470.919690 + Penalty 2432.237173 = -140038.682517
  nChanged 11
		SP:Iteration 19Q (38270.640000 sec): 3 clusters
  Score: Raw -142478.550127 + Penalty 2432.237173 = -140046.312953
  nChanged 9
		SP:Iteration 20F (38270.820000 sec): 3 clusters
  Score: Raw -142483.129659 + Penalty 2432.237173 = -140050.892485
  nChanged 8
		SP:Iteration 21Q (38270.980000 sec): 3 clusters
  Score: Raw -142487.065395 + Penalty 2432.237173 = -140054.828222
  nChanged 2
		SP:Iteration 22Q (38271.170000 sec): 3 clusters
  Score: Raw -142489.821750 + Penalty 2432.237173 = -140057.584576
  nChanged 4
		SP:Iteration 23Q (38271.290000 sec): 3 clusters
  Score: Raw -142493.560212 + Penalty 2432.237173 = -140061.323039
  nChanged 7
		SP:Iteration 24Q (38271.420000 sec): 3 clusters
  Score: Raw -142496.054157 + Penalty 2432.237173 = -140063.816984
  nChanged 1
		SP:Iteration 25Q (38271.560000 sec): 3 clusters
  Score: Raw -142496.780202 + Penalty 2432.237173 = -140064.543029
  nChanged 2
		SP:Iteration 26Q (38271.720000 sec): 3 clusters
  Score: Raw -142498.089670 + Penalty 2432.237173 = -140065.852497
  nChanged 2
		SP:Iteration 27Q (38271.840000 sec): 3 clusters
  Score: Raw -142499.418504 + Penalty 2432.237173 = -140067.181331
  nChanged 3
		SP:Iteration 28Q (38272.060000 sec): 3 clusters
  Score: Raw -142500.342835 + Penalty 2432.237173 = -140068.105661
  nChanged 0
		SP:Iteration 29F (38272.300000 sec): 3 clusters
  Score: Raw -142500.342835 + Penalty 2432.237173 = -140068.105661
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 47 (7191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38272.470000 sec): 2 clusters
  Score: Raw -600400.430921 + Penalty 1443.095148 = -598957.335774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38272.680000 sec): 3 clusters
  Score: Raw -596477.573902 + Penalty 2886.190295 = -593591.383607
  nChanged 3048
		SP:Iteration 1F (38272.940000 sec): 3 clusters
  Score: Raw -598122.457277 + Penalty 2886.190295 = -595236.266982
  nChanged 435
		SP:Iteration 2F (38273.120000 sec): 3 clusters
  Score: Raw -598310.404572 + Penalty 2886.190295 = -595424.214277
  nChanged 340
		SP:Iteration 3Q (38273.400000 sec): 3 clusters
  Score: Raw -598459.009207 + Penalty 2886.190295 = -595572.818912
  nChanged 276
		SP:Iteration 4Q (38273.660000 sec): 3 clusters
  Score: Raw -598574.379087 + Penalty 2886.190295 = -595688.188792
  nChanged 281
		SP:Iteration 5Q (38273.870000 sec): 3 clusters
  Score: Raw -598699.899508 + Penalty 2886.190295 = -595813.709213
  nChanged 238
		SP:Iteration 6Q (38274.050000 sec): 3 clusters
  Score: Raw -598811.018083 + Penalty 2886.190295 = -595924.827788
  nChanged 259
		SP:Iteration 7Q (38274.290000 sec): 3 clusters
  Score: Raw -598933.520194 + Penalty 2886.190295 = -596047.329899
  nChanged 246
		SP:Iteration 8Q (38274.440000 sec): 3 clusters
  Score: Raw -599046.851736 + Penalty 2886.190295 = -596160.661441
  nChanged 238
		SP:Iteration 9Q (38274.630000 sec): 3 clusters
  Score: Raw -599158.177822 + Penalty 2886.190295 = -596271.987527
  nChanged 221
		SP:Iteration 10Q (38274.810000 sec): 3 clusters
  Score: Raw -599272.455430 + Penalty 2886.190295 = -596386.265135
  nChanged 232
		SP:Iteration 11Q (38274.980000 sec): 3 clusters
  Score: Raw -599385.562308 + Penalty 2886.190295 = -596499.372013
  nChanged 196
		SP:Iteration 12Q (38275.180000 sec): 3 clusters
  Score: Raw -599469.526363 + Penalty 2886.190295 = -596583.336068
  nChanged 170
		SP:Iteration 13Q (38275.360000 sec): 3 clusters
  Score: Raw -599562.174781 + Penalty 2886.190295 = -596675.984486
  nChanged 179
		SP:Iteration 14Q (38275.530000 sec): 3 clusters
  Score: Raw -599675.566131 + Penalty 2886.190295 = -596789.375836
  nChanged 173
		SP:Iteration 15Q (38275.700000 sec): 3 clusters
  Score: Raw -599790.905333 + Penalty 2886.190295 = -596904.715038
  nChanged 162
		SP:Iteration 16Q (38275.870000 sec): 3 clusters
  Score: Raw -599897.569467 + Penalty 2886.190295 = -597011.379172
  nChanged 153
		SP:Iteration 17Q (38276.040000 sec): 3 clusters
  Score: Raw -599997.365677 + Penalty 2886.190295 = -597111.175382
  nChanged 158
		SP:Iteration 18Q (38276.200000 sec): 3 clusters
  Score: Raw -600122.488254 + Penalty 2886.190295 = -597236.297958
  nChanged 147
		SP:Iteration 19Q (38276.370000 sec): 3 clusters
  Score: Raw -600206.872663 + Penalty 2886.190295 = -597320.682368
  nChanged 96
		SP:Iteration 20F (38276.540000 sec): 3 clusters
  Score: Raw -600253.251456 + Penalty 2886.190295 = -597367.061161
  nChanged 59
		SP:Iteration 21Q (38276.700000 sec): 3 clusters
  Score: Raw -600273.859401 + Penalty 2886.190295 = -597387.669105
  nChanged 42
		SP:Iteration 22Q (38276.870000 sec): 3 clusters
  Score: Raw -600287.283833 + Penalty 2886.190295 = -597401.093538
  nChanged 37
		SP:Iteration 23Q (38277.040000 sec): 3 clusters
  Score: Raw -600296.668659 + Penalty 2886.190295 = -597410.478364
  nChanged 25
		SP:Iteration 24Q (38277.220000 sec): 3 clusters
  Score: Raw -600303.886622 + Penalty 2886.190295 = -597417.696327
  nChanged 30
		SP:Iteration 25Q (38277.410000 sec): 3 clusters
  Score: Raw -600310.732791 + Penalty 2886.190295 = -597424.542496
  nChanged 26
		SP:Iteration 26Q (38277.580000 sec): 3 clusters
  Score: Raw -600316.117939 + Penalty 2886.190295 = -597429.927644
  nChanged 19
		SP:Iteration 27Q (38277.740000 sec): 3 clusters
  Score: Raw -600320.961626 + Penalty 2886.190295 = -597434.771331
  nChanged 20
		SP:Iteration 28Q (38277.910000 sec): 3 clusters
  Score: Raw -600326.858590 + Penalty 2886.190295 = -597440.668295
  nChanged 23
		SP:Iteration 29Q (38278.080000 sec): 3 clusters
  Score: Raw -600334.107450 + Penalty 2886.190295 = -597447.917155
  nChanged 19
		SP:Iteration 30Q (38278.240000 sec): 3 clusters
  Score: Raw -600339.591072 + Penalty 2886.190295 = -597453.400777
  nChanged 19
		SP:Iteration 31Q (38278.410000 sec): 3 clusters
  Score: Raw -600344.802816 + Penalty 2886.190295 = -597458.612521
  nChanged 17
		SP:Iteration 32Q (38278.580000 sec): 3 clusters
  Score: Raw -600349.086332 + Penalty 2886.190295 = -597462.896037
  nChanged 19
		SP:Iteration 33Q (38278.750000 sec): 3 clusters
  Score: Raw -600355.291961 + Penalty 2886.190295 = -597469.101666
  nChanged 17
		SP:Iteration 34Q (38278.910000 sec): 3 clusters
  Score: Raw -600360.985546 + Penalty 2886.190295 = -597474.795251
  nChanged 18
		SP:Iteration 35Q (38279.100000 sec): 3 clusters
  Score: Raw -600366.444475 + Penalty 2886.190295 = -597480.254180
  nChanged 22
		SP:Iteration 36Q (38279.290000 sec): 3 clusters
  Score: Raw -600371.953769 + Penalty 2886.190295 = -597485.763474
  nChanged 20
		SP:Iteration 37Q (38279.480000 sec): 3 clusters
  Score: Raw -600377.288867 + Penalty 2886.190295 = -597491.098572
  nChanged 19
		SP:Iteration 38Q (38279.650000 sec): 3 clusters
  Score: Raw -600382.561774 + Penalty 2886.190295 = -597496.371479
  nChanged 18
		SP:Iteration 39Q (38279.840000 sec): 3 clusters
  Score: Raw -600388.100082 + Penalty 2886.190295 = -597501.909787
  nChanged 12
		SP:Iteration 40F (38280.000000 sec): 3 clusters
  Score: Raw -600392.587227 + Penalty 2886.190295 = -597506.396932
  nChanged 17
		SP:Iteration 41Q (38280.180000 sec): 3 clusters
  Score: Raw -600396.377212 + Penalty 2886.190295 = -597510.186917
  nChanged 9
		SP:Iteration 42Q (38280.350000 sec): 3 clusters
  Score: Raw -600398.436854 + Penalty 2886.190295 = -597512.246559
  nChanged 16
		SP:Iteration 43Q (38280.540000 sec): 3 clusters
  Score: Raw -600401.900011 + Penalty 2886.190295 = -597515.709716
  nChanged 8
		SP:Iteration 44Q (38280.730000 sec): 3 clusters
  Score: Raw -600403.894507 + Penalty 2886.190295 = -597517.704212
  nChanged 11
		SP:Iteration 45Q (38280.950000 sec): 3 clusters
  Score: Raw -600406.778176 + Penalty 2886.190295 = -597520.587881
  nChanged 15
		SP:Iteration 46Q (38281.130000 sec): 3 clusters
  Score: Raw -600411.077591 + Penalty 2886.190295 = -597524.887296
  nChanged 11
		SP:Iteration 47Q (38281.380000 sec): 3 clusters
  Score: Raw -600414.862724 + Penalty 2886.190295 = -597528.672429
  nChanged 15
		SP:Iteration 48Q (38281.610000 sec): 3 clusters
  Score: Raw -600419.888944 + Penalty 2886.190295 = -597533.698649
  nChanged 17
		SP:Iteration 49Q (38281.730000 sec): 3 clusters
  Score: Raw -600424.512025 + Penalty 2886.190295 = -597538.321730
  nChanged 12
		SP:Iteration 50Q (38281.900000 sec): 3 clusters
  Score: Raw -600428.104265 + Penalty 2886.190295 = -597541.913970
  nChanged 11
		SP:Iteration 51Q (38282.130000 sec): 3 clusters
  Score: Raw -600432.325687 + Penalty 2886.190295 = -597546.135392
  nChanged 14
		SP:Iteration 52Q (38282.320000 sec): 3 clusters
  Score: Raw -600436.807082 + Penalty 2886.190295 = -597550.616787
  nChanged 13
		SP:Iteration 53Q (38282.570000 sec): 3 clusters
  Score: Raw -600441.289991 + Penalty 2886.190295 = -597555.099696
  nChanged 15
		SP:Iteration 54Q (38282.700000 sec): 3 clusters
  Score: Raw -600445.653866 + Penalty 2886.190295 = -597559.463571
  nChanged 11
		SP:Iteration 55Q (38282.870000 sec): 3 clusters
  Score: Raw -600448.307253 + Penalty 2886.190295 = -597562.116958
  nChanged 6
		SP:Iteration 56Q (38283.080000 sec): 3 clusters
  Score: Raw -600449.725254 + Penalty 2886.190295 = -597563.534959
  nChanged 3
		SP:Iteration 57Q (38283.260000 sec): 3 clusters
  Score: Raw -600450.484822 + Penalty 2886.190295 = -597564.294527
  nChanged 2
		SP:Iteration 58Q (38283.440000 sec): 3 clusters
  Score: Raw -600451.145376 + Penalty 2886.190295 = -597564.955081
  nChanged 4
		SP:Iteration 59Q (38283.620000 sec): 3 clusters
  Score: Raw -600451.768675 + Penalty 2886.190295 = -597565.578380
  nChanged 1
		SP:Iteration 60F (38283.840000 sec): 3 clusters
  Score: Raw -600451.860654 + Penalty 2886.190295 = -597565.670359
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 48 (10068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38283.990000 sec): 2 clusters
  Score: Raw -769966.496620 + Penalty 1497.781570 = -768468.715049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38284.200000 sec): 3 clusters
  Score: Raw -764311.127524 + Penalty 2995.563141 = -761315.564383
  nChanged 4347
		SP:Iteration 1F (38284.400000 sec): 3 clusters
  Score: Raw -766767.536262 + Penalty 2995.563141 = -763771.973122
  nChanged 662
		SP:Iteration 2F (38284.600000 sec): 3 clusters
  Score: Raw -767121.268362 + Penalty 2995.563141 = -764125.705221
  nChanged 569
		SP:Iteration 3F (38284.800000 sec): 3 clusters
  Score: Raw -767388.818811 + Penalty 2995.563141 = -764393.255671
  nChanged 502
		SP:Iteration 4Q (38285.040000 sec): 3 clusters
  Score: Raw -767628.061216 + Penalty 2995.563141 = -764632.498076
  nChanged 428
		SP:Iteration 5Q (38285.240000 sec): 3 clusters
  Score: Raw -767807.808768 + Penalty 2995.563141 = -764812.245627
  nChanged 371
		SP:Iteration 6Q (38285.440000 sec): 3 clusters
  Score: Raw -767967.410928 + Penalty 2995.563141 = -764971.847787
  nChanged 342
		SP:Iteration 7Q (38285.680000 sec): 3 clusters
  Score: Raw -768122.231044 + Penalty 2995.563141 = -765126.667903
  nChanged 331
		SP:Iteration 8Q (38285.860000 sec): 3 clusters
  Score: Raw -768265.154898 + Penalty 2995.563141 = -765269.591757
  nChanged 291
		SP:Iteration 9Q (38286.100000 sec): 3 clusters
  Score: Raw -768389.843041 + Penalty 2995.563141 = -765394.279900
  nChanged 265
		SP:Iteration 10Q (38286.330000 sec): 3 clusters
  Score: Raw -768497.793982 + Penalty 2995.563141 = -765502.230841
  nChanged 277
		SP:Iteration 11Q (38286.530000 sec): 3 clusters
  Score: Raw -768623.548246 + Penalty 2995.563141 = -765627.985105
  nChanged 255
		SP:Iteration 12Q (38286.810000 sec): 3 clusters
  Score: Raw -768738.039012 + Penalty 2995.563141 = -765742.475871
  nChanged 247
		SP:Iteration 13Q (38287.010000 sec): 3 clusters
  Score: Raw -768834.950233 + Penalty 2995.563141 = -765839.387092
  nChanged 243
		SP:Iteration 14Q (38287.270000 sec): 3 clusters
  Score: Raw -768929.137598 + Penalty 2995.563141 = -765933.574457
  nChanged 198
		SP:Iteration 15Q (38287.450000 sec): 3 clusters
  Score: Raw -769007.360569 + Penalty 2995.563141 = -766011.797429
  nChanged 178
		SP:Iteration 16Q (38287.710000 sec): 3 clusters
  Score: Raw -769072.025879 + Penalty 2995.563141 = -766076.462739
  nChanged 153
		SP:Iteration 17Q (38287.960000 sec): 3 clusters
  Score: Raw -769128.460576 + Penalty 2995.563141 = -766132.897435
  nChanged 144
		SP:Iteration 18Q (38288.120000 sec): 3 clusters
  Score: Raw -769172.889383 + Penalty 2995.563141 = -766177.326242
  nChanged 110
		SP:Iteration 19Q (38288.280000 sec): 3 clusters
  Score: Raw -769208.121009 + Penalty 2995.563141 = -766212.557868
  nChanged 115
		SP:Iteration 20F (38288.510000 sec): 3 clusters
  Score: Raw -769248.992776 + Penalty 2995.563141 = -766253.429635
  nChanged 130
		SP:Iteration 21Q (38288.700000 sec): 3 clusters
  Score: Raw -769306.106610 + Penalty 2995.563141 = -766310.543470
  nChanged 142
		SP:Iteration 22Q (38288.960000 sec): 3 clusters
  Score: Raw -769371.036782 + Penalty 2995.563141 = -766375.473641
  nChanged 136
		SP:Iteration 23Q (38289.150000 sec): 3 clusters
  Score: Raw -769424.672859 + Penalty 2995.563141 = -766429.109718
  nChanged 137
		SP:Iteration 24Q (38289.400000 sec): 3 clusters
  Score: Raw -769476.295074 + Penalty 2995.563141 = -766480.731933
  nChanged 122
		SP:Iteration 25Q (38289.600000 sec): 3 clusters
  Score: Raw -769521.709349 + Penalty 2995.563141 = -766526.146208
  nChanged 112
		SP:Iteration 26Q (38289.770000 sec): 3 clusters
  Score: Raw -769571.414465 + Penalty 2995.563141 = -766575.851325
  nChanged 125
		SP:Iteration 27Q (38290.040000 sec): 3 clusters
  Score: Raw -769632.599220 + Penalty 2995.563141 = -766637.036079
  nChanged 110
		SP:Iteration 28Q (38290.260000 sec): 3 clusters
  Score: Raw -769686.653356 + Penalty 2995.563141 = -766691.090215
  nChanged 107
		SP:Iteration 29Q (38290.500000 sec): 3 clusters
  Score: Raw -769750.078673 + Penalty 2995.563141 = -766754.515532
  nChanged 90
		SP:Iteration 30Q (38290.720000 sec): 3 clusters
  Score: Raw -769798.801836 + Penalty 2995.563141 = -766803.238695
  nChanged 83
		SP:Iteration 31Q (38290.910000 sec): 3 clusters
  Score: Raw -769842.818126 + Penalty 2995.563141 = -766847.254986
  nChanged 78
		SP:Iteration 32Q (38291.130000 sec): 3 clusters
  Score: Raw -769877.708596 + Penalty 2995.563141 = -766882.145455
  nChanged 69
		SP:Iteration 33Q (38291.330000 sec): 3 clusters
  Score: Raw -769904.401755 + Penalty 2995.563141 = -766908.838614
  nChanged 66
		SP:Iteration 34Q (38291.560000 sec): 3 clusters
  Score: Raw -769934.282601 + Penalty 2995.563141 = -766938.719460
  nChanged 66
		SP:Iteration 35Q (38291.820000 sec): 3 clusters
  Score: Raw -769967.931657 + Penalty 2995.563141 = -766972.368516
  nChanged 59
		SP:Iteration 36Q (38292.050000 sec): 3 clusters
  Score: Raw -770000.023422 + Penalty 2995.563141 = -767004.460281
  nChanged 61
		SP:Iteration 37Q (38292.280000 sec): 3 clusters
  Score: Raw -770030.742946 + Penalty 2995.563141 = -767035.179806
  nChanged 52
		SP:Iteration 38Q (38292.420000 sec): 3 clusters
  Score: Raw -770052.910979 + Penalty 2995.563141 = -767057.347838
  nChanged 42
		SP:Iteration 39Q (38292.700000 sec): 3 clusters
  Score: Raw -770073.865449 + Penalty 2995.563141 = -767078.302308
  nChanged 45
		SP:Iteration 40F (38292.910000 sec): 3 clusters
  Score: Raw -770101.692190 + Penalty 2995.563141 = -767106.129049
  nChanged 38
		SP:Iteration 41Q (38293.200000 sec): 3 clusters
  Score: Raw -770124.504591 + Penalty 2995.563141 = -767128.941450
  nChanged 41
		SP:Iteration 42Q (38293.470000 sec): 3 clusters
  Score: Raw -770147.558126 + Penalty 2995.563141 = -767151.994985
  nChanged 37
		SP:Iteration 43Q (38293.730000 sec): 3 clusters
  Score: Raw -770165.265711 + Penalty 2995.563141 = -767169.702570
  nChanged 38
		SP:Iteration 44Q (38293.970000 sec): 3 clusters
  Score: Raw -770184.953678 + Penalty 2995.563141 = -767189.390537
  nChanged 43
		SP:Iteration 45Q (38294.240000 sec): 3 clusters
  Score: Raw -770207.237895 + Penalty 2995.563141 = -767211.674754
  nChanged 37
		SP:Iteration 46Q (38294.460000 sec): 3 clusters
  Score: Raw -770224.497132 + Penalty 2995.563141 = -767228.933991
  nChanged 32
		SP:Iteration 47Q (38294.650000 sec): 3 clusters
  Score: Raw -770240.549954 + Penalty 2995.563141 = -767244.986813
  nChanged 31
		SP:Iteration 48Q (38294.850000 sec): 3 clusters
  Score: Raw -770258.168910 + Penalty 2995.563141 = -767262.605769
  nChanged 29
		SP:Iteration 49Q (38295.110000 sec): 3 clusters
  Score: Raw -770274.156101 + Penalty 2995.563141 = -767278.592960
  nChanged 23
		SP:Iteration 50Q (38295.350000 sec): 3 clusters
  Score: Raw -770286.503029 + Penalty 2995.563141 = -767290.939888
  nChanged 21
		SP:Iteration 51Q (38295.590000 sec): 3 clusters
  Score: Raw -770302.102735 + Penalty 2995.563141 = -767306.539594
  nChanged 15
		SP:Iteration 52Q (38295.780000 sec): 3 clusters
  Score: Raw -770309.933743 + Penalty 2995.563141 = -767314.370602
  nChanged 19
		SP:Iteration 53Q (38295.960000 sec): 3 clusters
  Score: Raw -770321.019688 + Penalty 2995.563141 = -767325.456548
  nChanged 13
		SP:Iteration 54Q (38296.180000 sec): 3 clusters
  Score: Raw -770329.575721 + Penalty 2995.563141 = -767334.012580
  nChanged 16
		SP:Iteration 55Q (38296.370000 sec): 3 clusters
  Score: Raw -770340.345527 + Penalty 2995.563141 = -767344.782386
  nChanged 7
		SP:Iteration 56Q (38296.550000 sec): 3 clusters
  Score: Raw -770343.536927 + Penalty 2995.563141 = -767347.973786
  nChanged 6
		SP:Iteration 57Q (38296.740000 sec): 3 clusters
  Score: Raw -770346.086197 + Penalty 2995.563141 = -767350.523056
  nChanged 4
		SP:Iteration 58Q (38296.970000 sec): 3 clusters
  Score: Raw -770347.156882 + Penalty 2995.563141 = -767351.593742
  nChanged 5
		SP:Iteration 59Q (38297.190000 sec): 3 clusters
  Score: Raw -770349.006625 + Penalty 2995.563141 = -767353.443485
  nChanged 2
		SP:Iteration 60F (38297.370000 sec): 3 clusters
  Score: Raw -770350.289358 + Penalty 2995.563141 = -767354.726217
  nChanged 2
		SP:Iteration 61Q (38297.590000 sec): 3 clusters
  Score: Raw -770351.039217 + Penalty 2995.563141 = -767355.476076
  nChanged 2
		SP:Iteration 62Q (38297.840000 sec): 3 clusters
  Score: Raw -770351.821587 + Penalty 2995.563141 = -767356.258446
  nChanged 3
		SP:Iteration 63Q (38298.000000 sec): 3 clusters
  Score: Raw -770353.410138 + Penalty 2995.563141 = -767357.846997
  nChanged 2
		SP:Iteration 64Q (38298.210000 sec): 3 clusters
  Score: Raw -770354.346627 + Penalty 2995.563141 = -767358.783486
  nChanged 2
		SP:Iteration 65Q (38298.440000 sec): 3 clusters
  Score: Raw -770355.519982 + Penalty 2995.563141 = -767359.956841
  nChanged 3
		SP:Iteration 66Q (38298.640000 sec): 3 clusters
  Score: Raw -770356.634231 + Penalty 2995.563141 = -767361.071090
  nChanged 0
		SP:Iteration 67F (38298.840000 sec): 3 clusters
  Score: Raw -770356.634231 + Penalty 2995.563141 = -767361.071090
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 49 (4294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38299.000000 sec): 2 clusters
  Score: Raw -362642.019788 + Penalty 1359.308271 = -361282.711516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38299.170000 sec): 3 clusters
  Score: Raw -360465.288345 + Penalty 2718.616543 = -357746.671802
  nChanged 1730
		SP:Iteration 1F (38299.340000 sec): 3 clusters
  Score: Raw -361472.196724 + Penalty 2718.616543 = -358753.580181
  nChanged 340
		SP:Iteration 2F (38299.560000 sec): 3 clusters
  Score: Raw -361668.798392 + Penalty 2718.616543 = -358950.181849
  nChanged 242
		SP:Iteration 3F (38299.750000 sec): 3 clusters
  Score: Raw -361796.504094 + Penalty 2718.616543 = -359077.887551
  nChanged 184
		SP:Iteration 4Q (38299.960000 sec): 3 clusters
  Score: Raw -361884.088298 + Penalty 2718.616543 = -359165.471755
  nChanged 146
		SP:Iteration 5Q (38300.120000 sec): 3 clusters
  Score: Raw -361952.180906 + Penalty 2718.616543 = -359233.564363
  nChanged 112
		SP:Iteration 6Q (38300.340000 sec): 3 clusters
  Score: Raw -361996.788262 + Penalty 2718.616543 = -359278.171719
  nChanged 103
		SP:Iteration 7Q (38300.610000 sec): 3 clusters
  Score: Raw -362045.366546 + Penalty 2718.616543 = -359326.750003
  nChanged 93
		SP:Iteration 8Q (38300.850000 sec): 3 clusters
  Score: Raw -362088.095923 + Penalty 2718.616543 = -359369.479380
  nChanged 92
		SP:Iteration 9Q (38301.030000 sec): 3 clusters
  Score: Raw -362129.181982 + Penalty 2718.616543 = -359410.565439
  nChanged 78
		SP:Iteration 10Q (38301.210000 sec): 3 clusters
  Score: Raw -362161.842524 + Penalty 2718.616543 = -359443.225981
  nChanged 80
		SP:Iteration 11Q (38301.380000 sec): 3 clusters
  Score: Raw -362207.126247 + Penalty 2718.616543 = -359488.509704
  nChanged 97
		SP:Iteration 12Q (38301.550000 sec): 3 clusters
  Score: Raw -362270.630685 + Penalty 2718.616543 = -359552.014142
  nChanged 119
		SP:Iteration 13Q (38301.770000 sec): 3 clusters
  Score: Raw -362365.785285 + Penalty 2718.616543 = -359647.168742
  nChanged 124
		SP:Iteration 14Q (38301.970000 sec): 3 clusters
  Score: Raw -362456.228720 + Penalty 2718.616543 = -359737.612177
  nChanged 135
		SP:Iteration 15Q (38302.140000 sec): 3 clusters
  Score: Raw -362546.426775 + Penalty 2718.616543 = -359827.810232
  nChanged 119
		SP:Iteration 16Q (38302.300000 sec): 3 clusters
  Score: Raw -362619.382572 + Penalty 2718.616543 = -359900.766029
  nChanged 102
		SP:Iteration 17Q (38302.420000 sec): 3 clusters
  Score: Raw -362677.074649 + Penalty 2718.616543 = -359958.458106
  nChanged 92
		SP:Iteration 18Q (38302.590000 sec): 3 clusters
  Score: Raw -362717.785285 + Penalty 2718.616543 = -359999.168742
  nChanged 73
		SP:Iteration 19Q (38302.760000 sec): 3 clusters
  Score: Raw -362748.625385 + Penalty 2718.616543 = -360030.008842
  nChanged 56
		SP:Iteration 20F (38302.930000 sec): 3 clusters
  Score: Raw -362769.001256 + Penalty 2718.616543 = -360050.384713
  nChanged 46
		SP:Iteration 21Q (38303.160000 sec): 3 clusters
  Score: Raw -362784.033377 + Penalty 2718.616543 = -360065.416834
  nChanged 31
		SP:Iteration 22Q (38303.350000 sec): 3 clusters
  Score: Raw -362795.653091 + Penalty 2718.616543 = -360077.036548
  nChanged 40
		SP:Iteration 23Q (38303.560000 sec): 3 clusters
  Score: Raw -362814.871677 + Penalty 2718.616543 = -360096.255134
  nChanged 43
		SP:Iteration 24Q (38303.700000 sec): 3 clusters
  Score: Raw -362835.529988 + Penalty 2718.616543 = -360116.913445
  nChanged 44
		SP:Iteration 25Q (38303.840000 sec): 3 clusters
  Score: Raw -362854.099313 + Penalty 2718.616543 = -360135.482770
  nChanged 37
		SP:Iteration 26Q (38304.030000 sec): 3 clusters
  Score: Raw -362870.774735 + Penalty 2718.616543 = -360152.158192
  nChanged 37
		SP:Iteration 27Q (38304.170000 sec): 3 clusters
  Score: Raw -362889.785060 + Penalty 2718.616543 = -360171.168517
  nChanged 55
		SP:Iteration 28Q (38304.340000 sec): 3 clusters
  Score: Raw -362915.142376 + Penalty 2718.616543 = -360196.525833
  nChanged 36
		SP:Iteration 29Q (38304.510000 sec): 3 clusters
  Score: Raw -362935.188281 + Penalty 2718.616543 = -360216.571738
  nChanged 46
		SP:Iteration 30Q (38304.690000 sec): 3 clusters
  Score: Raw -362959.350177 + Penalty 2718.616543 = -360240.733634
  nChanged 48
		SP:Iteration 31Q (38304.900000 sec): 3 clusters
  Score: Raw -362993.133243 + Penalty 2718.616543 = -360274.516700
  nChanged 59
		SP:Iteration 32Q (38305.050000 sec): 3 clusters
  Score: Raw -363038.466318 + Penalty 2718.616543 = -360319.849775
  nChanged 55
		SP:Iteration 33Q (38305.220000 sec): 3 clusters
  Score: Raw -363073.481731 + Penalty 2718.616543 = -360354.865188
  nChanged 66
		SP:Iteration 34Q (38305.440000 sec): 3 clusters
  Score: Raw -363118.786708 + Penalty 2718.616543 = -360400.170165
  nChanged 69
		SP:Iteration 35Q (38305.600000 sec): 3 clusters
  Score: Raw -363176.765919 + Penalty 2718.616543 = -360458.149376
  nChanged 77
		SP:Iteration 36Q (38305.790000 sec): 3 clusters
  Score: Raw -363256.863930 + Penalty 2718.616543 = -360538.247387
  nChanged 79
		SP:Iteration 37Q (38305.960000 sec): 3 clusters
  Score: Raw -363334.640956 + Penalty 2718.616543 = -360616.024413
  nChanged 73
		SP:Iteration 38Q (38306.120000 sec): 3 clusters
  Score: Raw -363391.142666 + Penalty 2718.616543 = -360672.526123
  nChanged 53
		SP:Iteration 39Q (38306.290000 sec): 3 clusters
  Score: Raw -363429.524440 + Penalty 2718.616543 = -360710.907897
  nChanged 48
		SP:Iteration 40F (38306.460000 sec): 3 clusters
  Score: Raw -363453.777272 + Penalty 2718.616543 = -360735.160729
  nChanged 26
		SP:Iteration 41Q (38306.650000 sec): 3 clusters
  Score: Raw -363465.900229 + Penalty 2718.616543 = -360747.283686
  nChanged 19
		SP:Iteration 42Q (38306.840000 sec): 3 clusters
  Score: Raw -363474.425186 + Penalty 2718.616543 = -360755.808643
  nChanged 19
		SP:Iteration 43Q (38307.010000 sec): 3 clusters
  Score: Raw -363482.625295 + Penalty 2718.616543 = -360764.008752
  nChanged 17
		SP:Iteration 44Q (38307.240000 sec): 3 clusters
  Score: Raw -363487.836159 + Penalty 2718.616543 = -360769.219617
  nChanged 9
		SP:Iteration 45Q (38307.390000 sec): 3 clusters
  Score: Raw -363491.156597 + Penalty 2718.616543 = -360772.540054
  nChanged 5
		SP:Iteration 46Q (38307.570000 sec): 3 clusters
  Score: Raw -363492.107557 + Penalty 2718.616543 = -360773.491014
  nChanged 4
		SP:Iteration 47Q (38307.780000 sec): 3 clusters
  Score: Raw -363493.316500 + Penalty 2718.616543 = -360774.699957
  nChanged 1
		SP:Iteration 48Q (38307.940000 sec): 3 clusters
  Score: Raw -363493.410930 + Penalty 2718.616543 = -360774.794387
  nChanged 2
		SP:Iteration 49Q (38308.130000 sec): 3 clusters
  Score: Raw -363494.507630 + Penalty 2718.616543 = -360775.891087
  nChanged 3
		SP:Iteration 50Q (38308.290000 sec): 3 clusters
  Score: Raw -363495.439289 + Penalty 2718.616543 = -360776.822746
  nChanged 3
		SP:Iteration 51Q (38308.450000 sec): 3 clusters
  Score: Raw -363496.360629 + Penalty 2718.616543 = -360777.744086
  nChanged 4
		SP:Iteration 52Q (38308.580000 sec): 3 clusters
  Score: Raw -363497.448448 + Penalty 2718.616543 = -360778.831905
  nChanged 4
		SP:Iteration 53Q (38308.770000 sec): 3 clusters
  Score: Raw -363498.323589 + Penalty 2718.616543 = -360779.707046
  nChanged 2
		SP:Iteration 54Q (38308.920000 sec): 3 clusters
  Score: Raw -363498.625551 + Penalty 2718.616543 = -360780.009008
  nChanged 0
		SP:Iteration 55F (38309.100000 sec): 3 clusters
  Score: Raw -363498.625551 + Penalty 2718.616543 = -360780.009008
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 50 (7855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38309.220000 sec): 2 clusters
  Score: Raw -732127.422229 + Penalty 1457.447152 = -730669.975078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38309.440000 sec): 3 clusters
  Score: Raw -727809.529082 + Penalty 2914.894304 = -724894.634778
  nChanged 3296
		SP:Iteration 1F (38309.680000 sec): 3 clusters
  Score: Raw -729479.468088 + Penalty 2914.894304 = -726564.573784
  nChanged 483
		SP:Iteration 2F (38309.940000 sec): 3 clusters
  Score: Raw -729669.725107 + Penalty 2914.894304 = -726754.830803
  nChanged 334
		SP:Iteration 3Q (38310.190000 sec): 3 clusters
  Score: Raw -729788.892136 + Penalty 2914.894304 = -726873.997832
  nChanged 267
		SP:Iteration 4Q (38310.520000 sec): 3 clusters
  Score: Raw -729888.748722 + Penalty 2914.894304 = -726973.854418
  nChanged 250
		SP:Iteration 5Q (38310.770000 sec): 3 clusters
  Score: Raw -729970.144352 + Penalty 2914.894304 = -727055.250048
  nChanged 194
		SP:Iteration 6Q (38310.980000 sec): 3 clusters
  Score: Raw -730028.547518 + Penalty 2914.894304 = -727113.653214
  nChanged 194
		SP:Iteration 7Q (38311.160000 sec): 3 clusters
  Score: Raw -730104.683173 + Penalty 2914.894304 = -727189.788869
  nChanged 232
		SP:Iteration 8Q (38311.350000 sec): 3 clusters
  Score: Raw -730207.328793 + Penalty 2914.894304 = -727292.434489
  nChanged 254
		SP:Iteration 9Q (38311.550000 sec): 3 clusters
  Score: Raw -730338.207336 + Penalty 2914.894304 = -727423.313032
  nChanged 304
		SP:Iteration 10Q (38311.770000 sec): 3 clusters
  Score: Raw -730514.431891 + Penalty 2914.894304 = -727599.537587
  nChanged 326
		SP:Iteration 11Q (38311.990000 sec): 3 clusters
  Score: Raw -730709.208365 + Penalty 2914.894304 = -727794.314061
  nChanged 319
		SP:Iteration 12Q (38312.250000 sec): 3 clusters
  Score: Raw -730922.730994 + Penalty 2914.894304 = -728007.836690
  nChanged 353
		SP:Iteration 13Q (38312.540000 sec): 3 clusters
  Score: Raw -731207.313921 + Penalty 2914.894304 = -728292.419617
  nChanged 343
		SP:Iteration 14Q (38312.770000 sec): 3 clusters
  Score: Raw -731523.744217 + Penalty 2914.894304 = -728608.849913
  nChanged 280
		SP:Iteration 15Q (38313.060000 sec): 3 clusters
  Score: Raw -731780.570654 + Penalty 2914.894304 = -728865.676350
  nChanged 209
		SP:Iteration 16Q (38313.280000 sec): 3 clusters
  Score: Raw -731962.266223 + Penalty 2914.894304 = -729047.371919
  nChanged 124
		SP:Iteration 17Q (38313.550000 sec): 3 clusters
  Score: Raw -732076.402955 + Penalty 2914.894304 = -729161.508651
  nChanged 77
		SP:Iteration 18Q (38313.810000 sec): 3 clusters
  Score: Raw -732133.935339 + Penalty 2914.894304 = -729219.041035
  nChanged 45
		SP:Iteration 19Q (38314.090000 sec): 3 clusters
  Score: Raw -732164.005358 + Penalty 2914.894304 = -729249.111054
  nChanged 35
		SP:Iteration 20F (38314.300000 sec): 3 clusters
  Score: Raw -732195.325693 + Penalty 2914.894304 = -729280.431389
  nChanged 34
		SP:Iteration 21Q (38314.510000 sec): 3 clusters
  Score: Raw -732224.767896 + Penalty 2914.894304 = -729309.873592
  nChanged 26
		SP:Iteration 22Q (38314.790000 sec): 3 clusters
  Score: Raw -732244.637189 + Penalty 2914.894304 = -729329.742886
  nChanged 16
		SP:Iteration 23Q (38315.030000 sec): 3 clusters
  Score: Raw -732259.291660 + Penalty 2914.894304 = -729344.397356
  nChanged 9
		SP:Iteration 24Q (38315.250000 sec): 3 clusters
  Score: Raw -732265.583170 + Penalty 2914.894304 = -729350.688866
  nChanged 8
		SP:Iteration 25Q (38315.410000 sec): 3 clusters
  Score: Raw -732273.826077 + Penalty 2914.894304 = -729358.931773
  nChanged 12
		SP:Iteration 26Q (38315.670000 sec): 3 clusters
  Score: Raw -732284.994111 + Penalty 2914.894304 = -729370.099807
  nChanged 6
		SP:Iteration 27Q (38315.850000 sec): 3 clusters
  Score: Raw -732290.117103 + Penalty 2914.894304 = -729375.222799
  nChanged 7
		SP:Iteration 28Q (38316.010000 sec): 3 clusters
  Score: Raw -732296.862802 + Penalty 2914.894304 = -729381.968498
  nChanged 5
		SP:Iteration 29Q (38316.220000 sec): 3 clusters
  Score: Raw -732300.648470 + Penalty 2914.894304 = -729385.754166
  nChanged 3
		SP:Iteration 30Q (38316.410000 sec): 3 clusters
  Score: Raw -732303.838993 + Penalty 2914.894304 = -729388.944689
  nChanged 4
		SP:Iteration 31Q (38316.570000 sec): 3 clusters
  Score: Raw -732308.241312 + Penalty 2914.894304 = -729393.347008
  nChanged 7
		SP:Iteration 32Q (38316.770000 sec): 3 clusters
  Score: Raw -732313.850200 + Penalty 2914.894304 = -729398.955896
  nChanged 6
		SP:Iteration 33Q (38317.060000 sec): 3 clusters
  Score: Raw -732321.426240 + Penalty 2914.894304 = -729406.531936
  nChanged 7
		SP:Iteration 34Q (38317.270000 sec): 3 clusters
  Score: Raw -732328.600302 + Penalty 2914.894304 = -729413.705998
  nChanged 7
		SP:Iteration 35Q (38317.470000 sec): 3 clusters
  Score: Raw -732335.544405 + Penalty 2914.894304 = -729420.650101
  nChanged 3
		SP:Iteration 36Q (38317.710000 sec): 3 clusters
  Score: Raw -732338.451702 + Penalty 2914.894304 = -729423.557398
  nChanged 2
		SP:Iteration 37Q (38317.900000 sec): 3 clusters
  Score: Raw -732340.289614 + Penalty 2914.894304 = -729425.395310
  nChanged 3
		SP:Iteration 38Q (38318.120000 sec): 3 clusters
  Score: Raw -732344.357610 + Penalty 2914.894304 = -729429.463306
  nChanged 4
		SP:Iteration 39Q (38318.320000 sec): 3 clusters
  Score: Raw -732349.038684 + Penalty 2914.894304 = -729434.144380
  nChanged 4
		SP:Iteration 40F (38318.570000 sec): 3 clusters
  Score: Raw -732351.109100 + Penalty 2914.894304 = -729436.214796
  nChanged 3
		SP:Iteration 41Q (38318.770000 sec): 3 clusters
  Score: Raw -732353.288044 + Penalty 2914.894304 = -729438.393740
  nChanged 2
		SP:Iteration 42Q (38319.000000 sec): 3 clusters
  Score: Raw -732356.097096 + Penalty 2914.894304 = -729441.202792
  nChanged 0
		SP:Iteration 43F (38319.170000 sec): 3 clusters
  Score: Raw -732356.097096 + Penalty 2914.894304 = -729441.202792
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 51 (11836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38319.280000 sec): 2 clusters
  Score: Raw -1008952.980197 + Penalty 1524.071415 = -1007428.908782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38319.490000 sec): 3 clusters
  Score: Raw -1002122.177665 + Penalty 3048.142829 = -999074.034836
  nChanged 5202
		SP:Iteration 1F (38319.680000 sec): 3 clusters
  Score: Raw -1004851.818385 + Penalty 3048.142829 = -1001803.675555
  nChanged 716
		SP:Iteration 2F (38319.880000 sec): 3 clusters
  Score: Raw -1005171.076919 + Penalty 3048.142829 = -1002122.934089
  nChanged 660
		SP:Iteration 3F (38320.060000 sec): 3 clusters
  Score: Raw -1005473.131497 + Penalty 3048.142829 = -1002424.988668
  nChanged 644
		SP:Iteration 4F (38320.250000 sec): 3 clusters
  Score: Raw -1005815.800633 + Penalty 3048.142829 = -1002767.657803
  nChanged 653
		SP:Iteration 5F (38320.450000 sec): 3 clusters
  Score: Raw -1006207.991973 + Penalty 3048.142829 = -1003159.849144
  nChanged 694
		SP:Iteration 6F (38320.650000 sec): 3 clusters
  Score: Raw -1006690.246115 + Penalty 3048.142829 = -1003642.103285
  nChanged 716
		SP:Iteration 7F (38320.870000 sec): 3 clusters
  Score: Raw -1007226.220518 + Penalty 3048.142829 = -1004178.077689
  nChanged 623
		SP:Iteration 8F (38321.070000 sec): 3 clusters
  Score: Raw -1007689.381134 + Penalty 3048.142829 = -1004641.238305
  nChanged 535
		SP:Iteration 9Q (38321.260000 sec): 3 clusters
  Score: Raw -1008114.103758 + Penalty 3048.142829 = -1005065.960928
  nChanged 410
		SP:Iteration 10Q (38321.450000 sec): 3 clusters
  Score: Raw -1008452.376449 + Penalty 3048.142829 = -1005404.233619
  nChanged 313
		SP:Iteration 11Q (38321.690000 sec): 3 clusters
  Score: Raw -1008731.318345 + Penalty 3048.142829 = -1005683.175515
  nChanged 199
		SP:Iteration 12Q (38321.940000 sec): 3 clusters
  Score: Raw -1008902.450114 + Penalty 3048.142829 = -1005854.307284
  nChanged 117
		SP:Iteration 13Q (38322.190000 sec): 3 clusters
  Score: Raw -1008993.504449 + Penalty 3048.142829 = -1005945.361619
  nChanged 55
		SP:Iteration 14Q (38322.430000 sec): 3 clusters
  Score: Raw -1009043.596267 + Penalty 3048.142829 = -1005995.453437
  nChanged 37
		SP:Iteration 15Q (38322.710000 sec): 3 clusters
  Score: Raw -1009078.748318 + Penalty 3048.142829 = -1006030.605489
  nChanged 19
		SP:Iteration 16Q (38322.960000 sec): 3 clusters
  Score: Raw -1009094.623378 + Penalty 3048.142829 = -1006046.480549
  nChanged 14
		SP:Iteration 17Q (38323.130000 sec): 3 clusters
  Score: Raw -1009105.816330 + Penalty 3048.142829 = -1006057.673501
  nChanged 10
		SP:Iteration 18Q (38323.410000 sec): 3 clusters
  Score: Raw -1009114.864183 + Penalty 3048.142829 = -1006066.721354
  nChanged 10
		SP:Iteration 19Q (38323.640000 sec): 3 clusters
  Score: Raw -1009121.811114 + Penalty 3048.142829 = -1006073.668284
  nChanged 3
		SP:Iteration 20F (38323.880000 sec): 3 clusters
  Score: Raw -1009123.022458 + Penalty 3048.142829 = -1006074.879629
  nChanged 3
		SP:Iteration 21Q (38324.090000 sec): 3 clusters
  Score: Raw -1009123.925007 + Penalty 3048.142829 = -1006075.782177
  nChanged 0
		SP:Iteration 22F (38324.270000 sec): 3 clusters
  Score: Raw -1009123.925007 + Penalty 3048.142829 = -1006075.782177
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 52 (14329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38324.450000 sec): 2 clusters
  Score: Raw -1205672.442858 + Penalty 1555.131619 = -1204117.311238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38324.690000 sec): 3 clusters
  Score: Raw -1197233.587901 + Penalty 3110.263239 = -1194123.324663
  nChanged 6372
		SP:Iteration 1F (38324.900000 sec): 3 clusters
  Score: Raw -1200727.724970 + Penalty 3110.263239 = -1197617.461731
  nChanged 946
		SP:Iteration 2F (38325.170000 sec): 3 clusters
  Score: Raw -1201260.278409 + Penalty 3110.263239 = -1198150.015170
  nChanged 920
		SP:Iteration 3F (38325.460000 sec): 3 clusters
  Score: Raw -1201888.654126 + Penalty 3110.263239 = -1198778.390888
  nChanged 1002
		SP:Iteration 4F (38325.710000 sec): 3 clusters
  Score: Raw -1202648.358170 + Penalty 3110.263239 = -1199538.094931
  nChanged 1041
		SP:Iteration 5F (38325.920000 sec): 3 clusters
  Score: Raw -1203438.828033 + Penalty 3110.263239 = -1200328.564794
  nChanged 973
		SP:Iteration 6F (38326.140000 sec): 3 clusters
  Score: Raw -1204134.407967 + Penalty 3110.263239 = -1201024.144728
  nChanged 805
		SP:Iteration 7F (38326.330000 sec): 3 clusters
  Score: Raw -1204619.850559 + Penalty 3110.263239 = -1201509.587321
  nChanged 606
		SP:Iteration 8Q (38326.610000 sec): 3 clusters
  Score: Raw -1204938.557125 + Penalty 3110.263239 = -1201828.293886
  nChanged 488
		SP:Iteration 9Q (38326.860000 sec): 3 clusters
  Score: Raw -1205164.386207 + Penalty 3110.263239 = -1202054.122968
  nChanged 397
		SP:Iteration 10Q (38327.120000 sec): 3 clusters
  Score: Raw -1205314.732004 + Penalty 3110.263239 = -1202204.468765
  nChanged 306
		SP:Iteration 11Q (38327.370000 sec): 3 clusters
  Score: Raw -1205418.438525 + Penalty 3110.263239 = -1202308.175286
  nChanged 259
		SP:Iteration 12Q (38327.580000 sec): 3 clusters
  Score: Raw -1205493.650676 + Penalty 3110.263239 = -1202383.387437
  nChanged 221
		SP:Iteration 13Q (38327.870000 sec): 3 clusters
  Score: Raw -1205557.958433 + Penalty 3110.263239 = -1202447.695194
  nChanged 217
		SP:Iteration 14Q (38328.080000 sec): 3 clusters
  Score: Raw -1205616.474118 + Penalty 3110.263239 = -1202506.210880
  nChanged 177
		SP:Iteration 15Q (38328.310000 sec): 3 clusters
  Score: Raw -1205660.637459 + Penalty 3110.263239 = -1202550.374220
  nChanged 171
		SP:Iteration 16Q (38328.510000 sec): 3 clusters
  Score: Raw -1205701.834974 + Penalty 3110.263239 = -1202591.571736
  nChanged 138
		SP:Iteration 17Q (38328.700000 sec): 3 clusters
  Score: Raw -1205731.424973 + Penalty 3110.263239 = -1202621.161734
  nChanged 142
		SP:Iteration 18Q (38328.890000 sec): 3 clusters
  Score: Raw -1205762.600929 + Penalty 3110.263239 = -1202652.337691
  nChanged 125
		SP:Iteration 19Q (38329.160000 sec): 3 clusters
  Score: Raw -1205787.875028 + Penalty 3110.263239 = -1202677.611789
  nChanged 104
		SP:Iteration 20F (38329.330000 sec): 3 clusters
  Score: Raw -1205809.696135 + Penalty 3110.263239 = -1202699.432896
  nChanged 116
		SP:Iteration 21Q (38329.570000 sec): 3 clusters
  Score: Raw -1205834.607263 + Penalty 3110.263239 = -1202724.344024
  nChanged 105
		SP:Iteration 22Q (38329.840000 sec): 3 clusters
  Score: Raw -1205856.792448 + Penalty 3110.263239 = -1202746.529209
  nChanged 98
		SP:Iteration 23Q (38330.080000 sec): 3 clusters
  Score: Raw -1205876.060437 + Penalty 3110.263239 = -1202765.797198
  nChanged 95
		SP:Iteration 24Q (38330.300000 sec): 3 clusters
  Score: Raw -1205897.430896 + Penalty 3110.263239 = -1202787.167658
  nChanged 114
		SP:Iteration 25Q (38330.600000 sec): 3 clusters
  Score: Raw -1205923.343209 + Penalty 3110.263239 = -1202813.079970
  nChanged 102
		SP:Iteration 26Q (38330.850000 sec): 3 clusters
  Score: Raw -1205945.304422 + Penalty 3110.263239 = -1202835.041183
  nChanged 100
		SP:Iteration 27Q (38331.100000 sec): 3 clusters
  Score: Raw -1205965.016259 + Penalty 3110.263239 = -1202854.753020
  nChanged 89
		SP:Iteration 28Q (38331.400000 sec): 3 clusters
  Score: Raw -1205984.134412 + Penalty 3110.263239 = -1202873.871173
  nChanged 97
		SP:Iteration 29Q (38331.630000 sec): 3 clusters
  Score: Raw -1206005.937416 + Penalty 3110.263239 = -1202895.674177
  nChanged 99
		SP:Iteration 30Q (38331.830000 sec): 3 clusters
  Score: Raw -1206027.712953 + Penalty 3110.263239 = -1202917.449714
  nChanged 76
		SP:Iteration 31Q (38332.070000 sec): 3 clusters
  Score: Raw -1206045.401667 + Penalty 3110.263239 = -1202935.138428
  nChanged 80
		SP:Iteration 32Q (38332.330000 sec): 3 clusters
  Score: Raw -1206061.556200 + Penalty 3110.263239 = -1202951.292962
  nChanged 70
		SP:Iteration 33Q (38332.540000 sec): 3 clusters
  Score: Raw -1206074.365457 + Penalty 3110.263239 = -1202964.102219
  nChanged 52
		SP:Iteration 34Q (38332.760000 sec): 3 clusters
  Score: Raw -1206082.976631 + Penalty 3110.263239 = -1202972.713392
  nChanged 44
		SP:Iteration 35Q (38333.020000 sec): 3 clusters
  Score: Raw -1206089.771847 + Penalty 3110.263239 = -1202979.508608
  nChanged 39
		SP:Iteration 36Q (38333.290000 sec): 3 clusters
  Score: Raw -1206094.976442 + Penalty 3110.263239 = -1202984.713203
  nChanged 35
		SP:Iteration 37Q (38333.500000 sec): 3 clusters
  Score: Raw -1206101.142980 + Penalty 3110.263239 = -1202990.879742
  nChanged 44
		SP:Iteration 38Q (38333.740000 sec): 3 clusters
  Score: Raw -1206109.674198 + Penalty 3110.263239 = -1202999.410959
  nChanged 42
		SP:Iteration 39Q (38334.000000 sec): 3 clusters
  Score: Raw -1206117.429822 + Penalty 3110.263239 = -1203007.166583
  nChanged 49
		SP:Iteration 40F (38334.190000 sec): 3 clusters
  Score: Raw -1206127.512894 + Penalty 3110.263239 = -1203017.249655
  nChanged 54
		SP:Iteration 41Q (38334.450000 sec): 3 clusters
  Score: Raw -1206137.511865 + Penalty 3110.263239 = -1203027.248626
  nChanged 51
		SP:Iteration 42Q (38334.620000 sec): 3 clusters
  Score: Raw -1206148.324938 + Penalty 3110.263239 = -1203038.061699
  nChanged 59
		SP:Iteration 43Q (38334.860000 sec): 3 clusters
  Score: Raw -1206161.853569 + Penalty 3110.263239 = -1203051.590330
  nChanged 56
		SP:Iteration 44Q (38335.080000 sec): 3 clusters
  Score: Raw -1206173.092030 + Penalty 3110.263239 = -1203062.828791
  nChanged 53
		SP:Iteration 45Q (38335.360000 sec): 3 clusters
  Score: Raw -1206184.252734 + Penalty 3110.263239 = -1203073.989495
  nChanged 43
		SP:Iteration 46Q (38335.650000 sec): 3 clusters
  Score: Raw -1206192.973096 + Penalty 3110.263239 = -1203082.709857
  nChanged 38
		SP:Iteration 47Q (38335.910000 sec): 3 clusters
  Score: Raw -1206202.125199 + Penalty 3110.263239 = -1203091.861960
  nChanged 38
		SP:Iteration 48Q (38336.110000 sec): 3 clusters
  Score: Raw -1206209.018574 + Penalty 3110.263239 = -1203098.755335
  nChanged 29
		SP:Iteration 49Q (38336.390000 sec): 3 clusters
  Score: Raw -1206214.896744 + Penalty 3110.263239 = -1203104.633505
  nChanged 36
		SP:Iteration 50Q (38336.610000 sec): 3 clusters
  Score: Raw -1206221.272418 + Penalty 3110.263239 = -1203111.009179
  nChanged 31
		SP:Iteration 51Q (38336.850000 sec): 3 clusters
  Score: Raw -1206226.256387 + Penalty 3110.263239 = -1203115.993148
  nChanged 22
		SP:Iteration 52Q (38337.100000 sec): 3 clusters
  Score: Raw -1206229.381674 + Penalty 3110.263239 = -1203119.118435
  nChanged 18
		SP:Iteration 53Q (38337.360000 sec): 3 clusters
  Score: Raw -1206232.462752 + Penalty 3110.263239 = -1203122.199514
  nChanged 17
		SP:Iteration 54Q (38337.570000 sec): 3 clusters
  Score: Raw -1206236.152116 + Penalty 3110.263239 = -1203125.888877
  nChanged 21
		SP:Iteration 55Q (38337.810000 sec): 3 clusters
  Score: Raw -1206239.789281 + Penalty 3110.263239 = -1203129.526042
  nChanged 16
		SP:Iteration 56Q (38338.060000 sec): 3 clusters
  Score: Raw -1206242.208220 + Penalty 3110.263239 = -1203131.944981
  nChanged 15
		SP:Iteration 57Q (38338.350000 sec): 3 clusters
  Score: Raw -1206244.242464 + Penalty 3110.263239 = -1203133.979225
  nChanged 13
		SP:Iteration 58Q (38338.590000 sec): 3 clusters
  Score: Raw -1206246.290524 + Penalty 3110.263239 = -1203136.027285
  nChanged 16
		SP:Iteration 59Q (38338.820000 sec): 3 clusters
  Score: Raw -1206248.880645 + Penalty 3110.263239 = -1203138.617406
  nChanged 13
		SP:Iteration 60F (38339.050000 sec): 3 clusters
  Score: Raw -1206251.409348 + Penalty 3110.263239 = -1203141.146109
  nChanged 14
		SP:Iteration 61Q (38339.270000 sec): 3 clusters
  Score: Raw -1206253.446771 + Penalty 3110.263239 = -1203143.183532
  nChanged 7
		SP:Iteration 62Q (38339.470000 sec): 3 clusters
  Score: Raw -1206254.475389 + Penalty 3110.263239 = -1203144.212150
  nChanged 4
		SP:Iteration 63Q (38339.730000 sec): 3 clusters
  Score: Raw -1206255.248934 + Penalty 3110.263239 = -1203144.985696
  nChanged 4
		SP:Iteration 64Q (38339.950000 sec): 3 clusters
  Score: Raw -1206255.970503 + Penalty 3110.263239 = -1203145.707264
  nChanged 5
		SP:Iteration 65Q (38340.180000 sec): 3 clusters
  Score: Raw -1206256.962957 + Penalty 3110.263239 = -1203146.699718
  nChanged 5
		SP:Iteration 66Q (38340.410000 sec): 3 clusters
  Score: Raw -1206258.370852 + Penalty 3110.263239 = -1203148.107613
  nChanged 10
		SP:Iteration 67Q (38340.630000 sec): 3 clusters
  Score: Raw -1206260.659518 + Penalty 3110.263239 = -1203150.396279
  nChanged 5
		SP:Iteration 68Q (38340.860000 sec): 3 clusters
  Score: Raw -1206261.804299 + Penalty 3110.263239 = -1203151.541060
  nChanged 7
		SP:Iteration 69Q (38341.090000 sec): 3 clusters
  Score: Raw -1206262.829081 + Penalty 3110.263239 = -1203152.565842
  nChanged 5
		SP:Iteration 70Q (38341.290000 sec): 3 clusters
  Score: Raw -1206263.351849 + Penalty 3110.263239 = -1203153.088610
  nChanged 2
		SP:Iteration 71Q (38341.540000 sec): 3 clusters
  Score: Raw -1206263.676473 + Penalty 3110.263239 = -1203153.413234
  nChanged 2
		SP:Iteration 72Q (38341.790000 sec): 3 clusters
  Score: Raw -1206263.998822 + Penalty 3110.263239 = -1203153.735583
  nChanged 2
		SP:Iteration 73Q (38342.070000 sec): 3 clusters
  Score: Raw -1206264.310927 + Penalty 3110.263239 = -1203154.047689
  nChanged 1
		SP:Iteration 74Q (38342.310000 sec): 3 clusters
  Score: Raw -1206264.401808 + Penalty 3110.263239 = -1203154.138569
  nChanged 0
		SP:Iteration 75F (38342.610000 sec): 3 clusters
  Score: Raw -1206264.401808 + Penalty 3110.263239 = -1203154.138569
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 53 (6297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38342.720000 sec): 2 clusters
  Score: Raw -509764.689133 + Penalty 1421.522149 = -508343.166984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38342.950000 sec): 3 clusters
  Score: Raw -506384.646723 + Penalty 2843.044298 = -503541.602425
  nChanged 2567
		SP:Iteration 1F (38343.120000 sec): 3 clusters
  Score: Raw -507796.127380 + Penalty 2843.044298 = -504953.083082
  nChanged 444
		SP:Iteration 2F (38343.300000 sec): 3 clusters
  Score: Raw -507998.477998 + Penalty 2843.044298 = -505155.433700
  nChanged 333
		SP:Iteration 3F (38343.530000 sec): 3 clusters
  Score: Raw -508154.947532 + Penalty 2843.044298 = -505311.903235
  nChanged 269
		SP:Iteration 4Q (38343.670000 sec): 3 clusters
  Score: Raw -508293.665219 + Penalty 2843.044298 = -505450.620921
  nChanged 264
		SP:Iteration 5Q (38343.910000 sec): 3 clusters
  Score: Raw -508438.152755 + Penalty 2843.044298 = -505595.108457
  nChanged 250
		SP:Iteration 6Q (38344.080000 sec): 3 clusters
  Score: Raw -508591.309494 + Penalty 2843.044298 = -505748.265197
  nChanged 251
		SP:Iteration 7Q (38344.280000 sec): 3 clusters
  Score: Raw -508738.144381 + Penalty 2843.044298 = -505895.100083
  nChanged 248
		SP:Iteration 8Q (38344.570000 sec): 3 clusters
  Score: Raw -508902.030979 + Penalty 2843.044298 = -506058.986682
  nChanged 230
		SP:Iteration 9Q (38344.770000 sec): 3 clusters
  Score: Raw -509070.043975 + Penalty 2843.044298 = -506226.999677
  nChanged 229
		SP:Iteration 10Q (38344.980000 sec): 3 clusters
  Score: Raw -509220.209588 + Penalty 2843.044298 = -506377.165290
  nChanged 199
		SP:Iteration 11Q (38345.180000 sec): 3 clusters
  Score: Raw -509370.662971 + Penalty 2843.044298 = -506527.618673
  nChanged 185
		SP:Iteration 12Q (38345.390000 sec): 3 clusters
  Score: Raw -509517.479159 + Penalty 2843.044298 = -506674.434861
  nChanged 175
		SP:Iteration 13Q (38345.620000 sec): 3 clusters
  Score: Raw -509635.591938 + Penalty 2843.044298 = -506792.547640
  nChanged 135
		SP:Iteration 14Q (38345.820000 sec): 3 clusters
  Score: Raw -509704.982240 + Penalty 2843.044298 = -506861.937942
  nChanged 113
		SP:Iteration 15Q (38346.030000 sec): 3 clusters
  Score: Raw -509760.383528 + Penalty 2843.044298 = -506917.339230
  nChanged 93
		SP:Iteration 16Q (38346.230000 sec): 3 clusters
  Score: Raw -509804.912666 + Penalty 2843.044298 = -506961.868369
  nChanged 63
		SP:Iteration 17Q (38346.410000 sec): 3 clusters
  Score: Raw -509828.775321 + Penalty 2843.044298 = -506985.731023
  nChanged 47
		SP:Iteration 18Q (38346.610000 sec): 3 clusters
  Score: Raw -509846.165288 + Penalty 2843.044298 = -507003.120990
  nChanged 42
		SP:Iteration 19Q (38346.780000 sec): 3 clusters
  Score: Raw -509867.744515 + Penalty 2843.044298 = -507024.700217
  nChanged 48
		SP:Iteration 20F (38346.940000 sec): 3 clusters
  Score: Raw -509889.610235 + Penalty 2843.044298 = -507046.565938
  nChanged 35
		SP:Iteration 21Q (38347.150000 sec): 3 clusters
  Score: Raw -509904.880148 + Penalty 2843.044298 = -507061.835850
  nChanged 36
		SP:Iteration 22Q (38347.340000 sec): 3 clusters
  Score: Raw -509919.506755 + Penalty 2843.044298 = -507076.462457
  nChanged 30
		SP:Iteration 23Q (38347.560000 sec): 3 clusters
  Score: Raw -509930.951401 + Penalty 2843.044298 = -507087.907104
  nChanged 27
		SP:Iteration 24Q (38347.690000 sec): 3 clusters
  Score: Raw -509941.988529 + Penalty 2843.044298 = -507098.944231
  nChanged 34
		SP:Iteration 25Q (38347.860000 sec): 3 clusters
  Score: Raw -509955.297883 + Penalty 2843.044298 = -507112.253585
  nChanged 30
		SP:Iteration 26Q (38348.060000 sec): 3 clusters
  Score: Raw -509968.017339 + Penalty 2843.044298 = -507124.973042
  nChanged 23
		SP:Iteration 27Q (38348.230000 sec): 3 clusters
  Score: Raw -509978.709678 + Penalty 2843.044298 = -507135.665380
  nChanged 15
		SP:Iteration 28Q (38348.400000 sec): 3 clusters
  Score: Raw -509984.185317 + Penalty 2843.044298 = -507141.141019
  nChanged 10
		SP:Iteration 29Q (38348.650000 sec): 3 clusters
  Score: Raw -509987.465976 + Penalty 2843.044298 = -507144.421678
  nChanged 13
		SP:Iteration 30Q (38348.890000 sec): 3 clusters
  Score: Raw -509993.040144 + Penalty 2843.044298 = -507149.995847
  nChanged 11
		SP:Iteration 31Q (38349.110000 sec): 3 clusters
  Score: Raw -509998.124518 + Penalty 2843.044298 = -507155.080221
  nChanged 10
		SP:Iteration 32Q (38349.340000 sec): 3 clusters
  Score: Raw -510001.338356 + Penalty 2843.044298 = -507158.294058
  nChanged 10
		SP:Iteration 33Q (38349.530000 sec): 3 clusters
  Score: Raw -510004.414148 + Penalty 2843.044298 = -507161.369850
  nChanged 6
		SP:Iteration 34Q (38349.750000 sec): 3 clusters
  Score: Raw -510006.384144 + Penalty 2843.044298 = -507163.339846
  nChanged 4
		SP:Iteration 35Q (38349.970000 sec): 3 clusters
  Score: Raw -510007.489599 + Penalty 2843.044298 = -507164.445301
  nChanged 2
		SP:Iteration 36Q (38350.150000 sec): 3 clusters
  Score: Raw -510008.293946 + Penalty 2843.044298 = -507165.249648
  nChanged 3
		SP:Iteration 37Q (38350.330000 sec): 3 clusters
  Score: Raw -510010.068707 + Penalty 2843.044298 = -507167.024409
  nChanged 4
		SP:Iteration 38Q (38350.530000 sec): 3 clusters
  Score: Raw -510011.432678 + Penalty 2843.044298 = -507168.388380
  nChanged 5
		SP:Iteration 39Q (38350.680000 sec): 3 clusters
  Score: Raw -510012.796925 + Penalty 2843.044298 = -507169.752627
  nChanged 3
		SP:Iteration 40F (38350.860000 sec): 3 clusters
  Score: Raw -510013.867967 + Penalty 2843.044298 = -507170.823669
  nChanged 3
		SP:Iteration 41Q (38351.070000 sec): 3 clusters
  Score: Raw -510015.500640 + Penalty 2843.044298 = -507172.456342
  nChanged 4
		SP:Iteration 42Q (38351.310000 sec): 3 clusters
  Score: Raw -510017.705085 + Penalty 2843.044298 = -507174.660787
  nChanged 4
		SP:Iteration 43Q (38351.510000 sec): 3 clusters
  Score: Raw -510019.479686 + Penalty 2843.044298 = -507176.435389
  nChanged 3
		SP:Iteration 44Q (38351.720000 sec): 3 clusters
  Score: Raw -510020.421512 + Penalty 2843.044298 = -507177.377214
  nChanged 1
		SP:Iteration 45Q (38351.940000 sec): 3 clusters
  Score: Raw -510020.546106 + Penalty 2843.044298 = -507177.501808
  nChanged 0
		SP:Iteration 46F (38352.200000 sec): 3 clusters
  Score: Raw -510020.546106 + Penalty 2843.044298 = -507177.501808
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 54 (26058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38352.450000 sec): 2 clusters
  Score: Raw -2131761.843536 + Penalty 1652.313017 = -2130109.530519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38352.760000 sec): 3 clusters
  Score: Raw -2115725.496508 + Penalty 3304.626033 = -2112420.870475
  nChanged 12087
		SP:Iteration 1F (38353.070000 sec): 3 clusters
  Score: Raw -2122619.372061 + Penalty 3304.626033 = -2119314.746028
  nChanged 1433
		SP:Iteration 2F (38353.390000 sec): 3 clusters
  Score: Raw -2123240.605953 + Penalty 3304.626033 = -2119935.979920
  nChanged 1374
		SP:Iteration 3F (38353.680000 sec): 3 clusters
  Score: Raw -2123971.033707 + Penalty 3304.626033 = -2120666.407674
  nChanged 1495
		SP:Iteration 4F (38354.010000 sec): 3 clusters
  Score: Raw -2124862.754145 + Penalty 3304.626033 = -2121558.128112
  nChanged 1544
		SP:Iteration 5F (38354.370000 sec): 3 clusters
  Score: Raw -2125858.365163 + Penalty 3304.626033 = -2122553.739130
  nChanged 1550
		SP:Iteration 6F (38354.790000 sec): 3 clusters
  Score: Raw -2126829.872897 + Penalty 3304.626033 = -2123525.246864
  nChanged 1487
		SP:Iteration 7F (38355.090000 sec): 3 clusters
  Score: Raw -2127750.273538 + Penalty 3304.626033 = -2124445.647505
  nChanged 1323
		SP:Iteration 8F (38355.440000 sec): 3 clusters
  Score: Raw -2128525.024636 + Penalty 3304.626033 = -2125220.398603
  nChanged 1158
		SP:Iteration 9Q (38355.830000 sec): 3 clusters
  Score: Raw -2129219.707431 + Penalty 3304.626033 = -2125915.081398
  nChanged 1050
		SP:Iteration 10Q (38356.190000 sec): 3 clusters
  Score: Raw -2129812.664240 + Penalty 3304.626033 = -2126508.038207
  nChanged 850
		SP:Iteration 11Q (38356.520000 sec): 3 clusters
  Score: Raw -2130222.500284 + Penalty 3304.626033 = -2126917.874251
  nChanged 684
		SP:Iteration 12Q (38356.890000 sec): 3 clusters
  Score: Raw -2130528.754238 + Penalty 3304.626033 = -2127224.128205
  nChanged 585
		SP:Iteration 13Q (38357.220000 sec): 3 clusters
  Score: Raw -2130745.098901 + Penalty 3304.626033 = -2127440.472868
  nChanged 465
		SP:Iteration 14Q (38357.610000 sec): 3 clusters
  Score: Raw -2130900.358341 + Penalty 3304.626033 = -2127595.732308
  nChanged 363
		SP:Iteration 15Q (38357.980000 sec): 3 clusters
  Score: Raw -2131000.130972 + Penalty 3304.626033 = -2127695.504939
  nChanged 295
		SP:Iteration 16Q (38358.400000 sec): 3 clusters
  Score: Raw -2131064.859896 + Penalty 3304.626033 = -2127760.233863
  nChanged 242
		SP:Iteration 17Q (38358.680000 sec): 3 clusters
  Score: Raw -2131111.753096 + Penalty 3304.626033 = -2127807.127063
  nChanged 212
		SP:Iteration 18Q (38358.940000 sec): 3 clusters
  Score: Raw -2131150.627585 + Penalty 3304.626033 = -2127846.001552
  nChanged 183
		SP:Iteration 19Q (38359.260000 sec): 3 clusters
  Score: Raw -2131183.926378 + Penalty 3304.626033 = -2127879.300345
  nChanged 159
		SP:Iteration 20F (38359.600000 sec): 3 clusters
  Score: Raw -2131211.407351 + Penalty 3304.626033 = -2127906.781318
  nChanged 148
		SP:Iteration 21Q (38359.880000 sec): 3 clusters
  Score: Raw -2131236.163621 + Penalty 3304.626033 = -2127931.537588
  nChanged 144
		SP:Iteration 22Q (38360.190000 sec): 3 clusters
  Score: Raw -2131259.591453 + Penalty 3304.626033 = -2127954.965420
  nChanged 138
		SP:Iteration 23Q (38360.460000 sec): 3 clusters
  Score: Raw -2131283.265776 + Penalty 3304.626033 = -2127978.639743
  nChanged 142
		SP:Iteration 24Q (38360.810000 sec): 3 clusters
  Score: Raw -2131307.731298 + Penalty 3304.626033 = -2128003.105265
  nChanged 147
		SP:Iteration 25Q (38361.150000 sec): 3 clusters
  Score: Raw -2131330.734616 + Penalty 3304.626033 = -2128026.108583
  nChanged 137
		SP:Iteration 26Q (38361.500000 sec): 3 clusters
  Score: Raw -2131353.446634 + Penalty 3304.626033 = -2128048.820601
  nChanged 136
		SP:Iteration 27Q (38361.840000 sec): 3 clusters
  Score: Raw -2131375.399163 + Penalty 3304.626033 = -2128070.773130
  nChanged 137
		SP:Iteration 28Q (38362.180000 sec): 3 clusters
  Score: Raw -2131400.113354 + Penalty 3304.626033 = -2128095.487321
  nChanged 158
		SP:Iteration 29Q (38362.490000 sec): 3 clusters
  Score: Raw -2131433.722582 + Penalty 3304.626033 = -2128129.096549
  nChanged 161
		SP:Iteration 30Q (38362.830000 sec): 3 clusters
  Score: Raw -2131468.827605 + Penalty 3304.626033 = -2128164.201572
  nChanged 161
		SP:Iteration 31Q (38363.140000 sec): 3 clusters
  Score: Raw -2131502.800562 + Penalty 3304.626033 = -2128198.174529
  nChanged 155
		SP:Iteration 32Q (38363.480000 sec): 3 clusters
  Score: Raw -2131539.966020 + Penalty 3304.626033 = -2128235.339987
  nChanged 167
		SP:Iteration 33Q (38363.890000 sec): 3 clusters
  Score: Raw -2131584.833765 + Penalty 3304.626033 = -2128280.207732
  nChanged 191
		SP:Iteration 34Q (38364.190000 sec): 3 clusters
  Score: Raw -2131632.594161 + Penalty 3304.626033 = -2128327.968128
  nChanged 191
		SP:Iteration 35Q (38364.540000 sec): 3 clusters
  Score: Raw -2131684.767226 + Penalty 3304.626033 = -2128380.141193
  nChanged 190
		SP:Iteration 36Q (38364.890000 sec): 3 clusters
  Score: Raw -2131733.393873 + Penalty 3304.626033 = -2128428.767840
  nChanged 182
		SP:Iteration 37Q (38365.290000 sec): 3 clusters
  Score: Raw -2131778.997450 + Penalty 3304.626033 = -2128474.371417
  nChanged 183
		SP:Iteration 38Q (38365.590000 sec): 3 clusters
  Score: Raw -2131824.547763 + Penalty 3304.626033 = -2128519.921730
  nChanged 208
		SP:Iteration 39Q (38365.890000 sec): 3 clusters
  Score: Raw -2131870.983674 + Penalty 3304.626033 = -2128566.357641
  nChanged 179
		SP:Iteration 40F (38366.230000 sec): 3 clusters
  Score: Raw -2131908.080592 + Penalty 3304.626033 = -2128603.454559
  nChanged 171
		SP:Iteration 41Q (38366.580000 sec): 3 clusters
  Score: Raw -2131943.030845 + Penalty 3304.626033 = -2128638.404812
  nChanged 177
		SP:Iteration 42Q (38366.850000 sec): 3 clusters
  Score: Raw -2131977.345171 + Penalty 3304.626033 = -2128672.719138
  nChanged 172
		SP:Iteration 43Q (38367.190000 sec): 3 clusters
  Score: Raw -2132009.352850 + Penalty 3304.626033 = -2128704.726817
  nChanged 149
		SP:Iteration 44Q (38367.610000 sec): 3 clusters
  Score: Raw -2132041.299349 + Penalty 3304.626033 = -2128736.673316
  nChanged 149
		SP:Iteration 45Q (38367.950000 sec): 3 clusters
  Score: Raw -2132075.019496 + Penalty 3304.626033 = -2128770.393463
  nChanged 153
		SP:Iteration 46Q (38368.350000 sec): 3 clusters
  Score: Raw -2132105.564421 + Penalty 3304.626033 = -2128800.938388
  nChanged 127
		SP:Iteration 47Q (38368.590000 sec): 3 clusters
  Score: Raw -2132131.016424 + Penalty 3304.626033 = -2128826.390391
  nChanged 137
		SP:Iteration 48Q (38368.930000 sec): 3 clusters
  Score: Raw -2132160.335422 + Penalty 3304.626033 = -2128855.709389
  nChanged 142
		SP:Iteration 49Q (38369.230000 sec): 3 clusters
  Score: Raw -2132194.159457 + Penalty 3304.626033 = -2128889.533424
  nChanged 136
		SP:Iteration 50Q (38369.560000 sec): 3 clusters
  Score: Raw -2132224.749438 + Penalty 3304.626033 = -2128920.123405
  nChanged 140
		SP:Iteration 51Q (38369.830000 sec): 3 clusters
  Score: Raw -2132252.947276 + Penalty 3304.626033 = -2128948.321243
  nChanged 137
		SP:Iteration 52Q (38370.150000 sec): 3 clusters
  Score: Raw -2132278.771799 + Penalty 3304.626033 = -2128974.145766
  nChanged 138
		SP:Iteration 53Q (38370.440000 sec): 3 clusters
  Score: Raw -2132309.099991 + Penalty 3304.626033 = -2129004.473958
  nChanged 142
		SP:Iteration 54Q (38370.800000 sec): 3 clusters
  Score: Raw -2132338.416914 + Penalty 3304.626033 = -2129033.790881
  nChanged 130
		SP:Iteration 55Q (38371.140000 sec): 3 clusters
  Score: Raw -2132363.784210 + Penalty 3304.626033 = -2129059.158177
  nChanged 122
		SP:Iteration 56Q (38371.400000 sec): 3 clusters
  Score: Raw -2132389.718968 + Penalty 3304.626033 = -2129085.092935
  nChanged 122
		SP:Iteration 57Q (38371.720000 sec): 3 clusters
  Score: Raw -2132411.894853 + Penalty 3304.626033 = -2129107.268820
  nChanged 83
		SP:Iteration 58Q (38372.100000 sec): 3 clusters
  Score: Raw -2132429.431634 + Penalty 3304.626033 = -2129124.805601
  nChanged 96
		SP:Iteration 59Q (38372.440000 sec): 3 clusters
  Score: Raw -2132448.866913 + Penalty 3304.626033 = -2129144.240879
  nChanged 91
		SP:Iteration 60F (38372.710000 sec): 3 clusters
  Score: Raw -2132471.190028 + Penalty 3304.626033 = -2129166.563995
  nChanged 83
		SP:Iteration 61Q (38373.000000 sec): 3 clusters
  Score: Raw -2132488.691633 + Penalty 3304.626033 = -2129184.065600
  nChanged 85
		SP:Iteration 62Q (38373.340000 sec): 3 clusters
  Score: Raw -2132503.092620 + Penalty 3304.626033 = -2129198.466587
  nChanged 96
		SP:Iteration 63Q (38373.700000 sec): 3 clusters
  Score: Raw -2132522.857590 + Penalty 3304.626033 = -2129218.231557
  nChanged 91
		SP:Iteration 64Q (38373.990000 sec): 3 clusters
  Score: Raw -2132544.901784 + Penalty 3304.626033 = -2129240.275751
  nChanged 88
		SP:Iteration 65Q (38374.310000 sec): 3 clusters
  Score: Raw -2132566.514015 + Penalty 3304.626033 = -2129261.887982
  nChanged 88
		SP:Iteration 66Q (38374.630000 sec): 3 clusters
  Score: Raw -2132587.755686 + Penalty 3304.626033 = -2129283.129653
  nChanged 87
		SP:Iteration 67Q (38374.960000 sec): 3 clusters
  Score: Raw -2132606.220166 + Penalty 3304.626033 = -2129301.594133
  nChanged 72
		SP:Iteration 68Q (38375.350000 sec): 3 clusters
  Score: Raw -2132620.701257 + Penalty 3304.626033 = -2129316.075224
  nChanged 57
		SP:Iteration 69Q (38375.690000 sec): 3 clusters
  Score: Raw -2132632.549082 + Penalty 3304.626033 = -2129327.923049
  nChanged 49
		SP:Iteration 70Q (38375.970000 sec): 3 clusters
  Score: Raw -2132640.395609 + Penalty 3304.626033 = -2129335.769576
  nChanged 53
		SP:Iteration 71Q (38376.260000 sec): 3 clusters
  Score: Raw -2132649.126450 + Penalty 3304.626033 = -2129344.500417
  nChanged 43
		SP:Iteration 72Q (38376.630000 sec): 3 clusters
  Score: Raw -2132657.475400 + Penalty 3304.626033 = -2129352.849367
  nChanged 35
		SP:Iteration 73Q (38376.920000 sec): 3 clusters
  Score: Raw -2132664.197574 + Penalty 3304.626033 = -2129359.571541
  nChanged 37
		SP:Iteration 74Q (38377.220000 sec): 3 clusters
  Score: Raw -2132670.150397 + Penalty 3304.626033 = -2129365.524364
  nChanged 31
		SP:Iteration 75Q (38377.550000 sec): 3 clusters
  Score: Raw -2132674.219032 + Penalty 3304.626033 = -2129369.592999
  nChanged 23
		SP:Iteration 76Q (38377.910000 sec): 3 clusters
  Score: Raw -2132677.691075 + Penalty 3304.626033 = -2129373.065042
  nChanged 24
		SP:Iteration 77Q (38378.250000 sec): 3 clusters
  Score: Raw -2132682.422377 + Penalty 3304.626033 = -2129377.796344
  nChanged 33
		SP:Iteration 78Q (38378.640000 sec): 3 clusters
  Score: Raw -2132688.032107 + Penalty 3304.626033 = -2129383.406074
  nChanged 31
		SP:Iteration 79Q (38378.930000 sec): 3 clusters
  Score: Raw -2132693.913548 + Penalty 3304.626033 = -2129389.287515
  nChanged 27
		SP:Iteration 80F (38379.190000 sec): 3 clusters
  Score: Raw -2132698.964649 + Penalty 3304.626033 = -2129394.338616
  nChanged 30
		SP:Iteration 81Q (38379.510000 sec): 3 clusters
  Score: Raw -2132704.854172 + Penalty 3304.626033 = -2129400.228139
  nChanged 36
		SP:Iteration 82Q (38379.790000 sec): 3 clusters
  Score: Raw -2132713.749511 + Penalty 3304.626033 = -2129409.123478
  nChanged 34
		SP:Iteration 83Q (38380.150000 sec): 3 clusters
  Score: Raw -2132721.404134 + Penalty 3304.626033 = -2129416.778101
  nChanged 36
		SP:Iteration 84Q (38380.470000 sec): 3 clusters
  Score: Raw -2132729.104135 + Penalty 3304.626033 = -2129424.478102
  nChanged 38
		SP:Iteration 85Q (38380.740000 sec): 3 clusters
  Score: Raw -2132738.026761 + Penalty 3304.626033 = -2129433.400728
  nChanged 43
		SP:Iteration 86Q (38381.070000 sec): 3 clusters
  Score: Raw -2132748.379747 + Penalty 3304.626033 = -2129443.753714
  nChanged 40
		SP:Iteration 87Q (38381.350000 sec): 3 clusters
  Score: Raw -2132757.030547 + Penalty 3304.626033 = -2129452.404514
  nChanged 39
		SP:Iteration 88Q (38381.690000 sec): 3 clusters
  Score: Raw -2132764.733199 + Penalty 3304.626033 = -2129460.107166
  nChanged 36
		SP:Iteration 89Q (38381.970000 sec): 3 clusters
  Score: Raw -2132770.748240 + Penalty 3304.626033 = -2129466.122207
  nChanged 28
		SP:Iteration 90Q (38382.320000 sec): 3 clusters
  Score: Raw -2132774.989503 + Penalty 3304.626033 = -2129470.363470
  nChanged 29
		SP:Iteration 91Q (38382.630000 sec): 3 clusters
  Score: Raw -2132779.021624 + Penalty 3304.626033 = -2129474.395591
  nChanged 24
		SP:Iteration 92Q (38382.930000 sec): 3 clusters
  Score: Raw -2132782.586176 + Penalty 3304.626033 = -2129477.960143
  nChanged 22
		SP:Iteration 93Q (38383.200000 sec): 3 clusters
  Score: Raw -2132785.447814 + Penalty 3304.626033 = -2129480.821781
  nChanged 17
		SP:Iteration 94Q (38383.460000 sec): 3 clusters
  Score: Raw -2132788.439368 + Penalty 3304.626033 = -2129483.813335
  nChanged 20
		SP:Iteration 95Q (38383.820000 sec): 3 clusters
  Score: Raw -2132792.078372 + Penalty 3304.626033 = -2129487.452339
  nChanged 22
		SP:Iteration 96Q (38384.090000 sec): 3 clusters
  Score: Raw -2132795.854237 + Penalty 3304.626033 = -2129491.228204
  nChanged 18
		SP:Iteration 97Q (38384.380000 sec): 3 clusters
  Score: Raw -2132799.094758 + Penalty 3304.626033 = -2129494.468725
  nChanged 20
		SP:Iteration 98Q (38384.650000 sec): 3 clusters
  Score: Raw -2132801.314747 + Penalty 3304.626033 = -2129496.688714
  nChanged 14
		SP:Iteration 99Q (38384.990000 sec): 3 clusters
  Score: Raw -2132803.769817 + Penalty 3304.626033 = -2129499.143784
  nChanged 14
		SP:Iteration 100F (38385.310000 sec): 3 clusters
  Score: Raw -2132806.732251 + Penalty 3304.626033 = -2129502.106217
  nChanged 13
		SP:Iteration 101Q (38385.610000 sec): 3 clusters
  Score: Raw -2132809.650134 + Penalty 3304.626033 = -2129505.024101
  nChanged 13
		SP:Iteration 102Q (38385.900000 sec): 3 clusters
  Score: Raw -2132811.429636 + Penalty 3304.626033 = -2129506.803603
  nChanged 9
		SP:Iteration 103Q (38386.210000 sec): 3 clusters
  Score: Raw -2132812.617414 + Penalty 3304.626033 = -2129507.991381
  nChanged 7
		SP:Iteration 104Q (38386.470000 sec): 3 clusters
  Score: Raw -2132813.749934 + Penalty 3304.626033 = -2129509.123901
  nChanged 8
		SP:Iteration 105Q (38386.770000 sec): 3 clusters
  Score: Raw -2132815.116913 + Penalty 3304.626033 = -2129510.490880
  nChanged 6
		SP:Iteration 106Q (38387.100000 sec): 3 clusters
  Score: Raw -2132816.099415 + Penalty 3304.626033 = -2129511.473382
  nChanged 7
		SP:Iteration 107Q (38387.370000 sec): 3 clusters
  Score: Raw -2132816.877310 + Penalty 3304.626033 = -2129512.251277
  nChanged 7
		SP:Iteration 108Q (38387.670000 sec): 3 clusters
  Score: Raw -2132817.840599 + Penalty 3304.626033 = -2129513.214566
  nChanged 7
		SP:Iteration 109Q (38387.970000 sec): 3 clusters
  Score: Raw -2132818.655576 + Penalty 3304.626033 = -2129514.029543
  nChanged 4
		SP:Iteration 110Q (38388.320000 sec): 3 clusters
  Score: Raw -2132819.158177 + Penalty 3304.626033 = -2129514.532143
  nChanged 5
		SP:Iteration 111Q (38388.600000 sec): 3 clusters
  Score: Raw -2132819.756041 + Penalty 3304.626033 = -2129515.130008
  nChanged 2
		SP:Iteration 112Q (38389.020000 sec): 3 clusters
  Score: Raw -2132819.934485 + Penalty 3304.626033 = -2129515.308452
  nChanged 1
		SP:Iteration 113Q (38389.260000 sec): 3 clusters
  Score: Raw -2132819.984896 + Penalty 3304.626033 = -2129515.358863
  nChanged 0
		SP:Iteration 114F (38389.550000 sec): 3 clusters
  Score: Raw -2132819.984896 + Penalty 3304.626033 = -2129515.358863
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 55 (4014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38389.680000 sec): 2 clusters
  Score: Raw -299635.710702 + Penalty 1348.350824 = -298287.359878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38389.790000 sec): 3 clusters
  Score: Raw -297711.090769 + Penalty 2696.701647 = -295014.389122
  nChanged 1557
		SP:Iteration 1F (38390.000000 sec): 3 clusters
  Score: Raw -298663.453163 + Penalty 2696.701647 = -295966.751516
  nChanged 334
		SP:Iteration 2F (38390.180000 sec): 3 clusters
  Score: Raw -298970.124654 + Penalty 2696.701647 = -296273.423007
  nChanged 293
		SP:Iteration 3F (38390.380000 sec): 3 clusters
  Score: Raw -299235.097517 + Penalty 2696.701647 = -296538.395870
  nChanged 272
		SP:Iteration 4F (38390.640000 sec): 3 clusters
  Score: Raw -299477.632732 + Penalty 2696.701647 = -296780.931085
  nChanged 238
		SP:Iteration 5F (38390.790000 sec): 3 clusters
  Score: Raw -299701.554227 + Penalty 2696.701647 = -297004.852580
  nChanged 218
		SP:Iteration 6F (38390.980000 sec): 3 clusters
  Score: Raw -299899.345666 + Penalty 2696.701647 = -297202.644019
  nChanged 189
		SP:Iteration 7Q (38391.120000 sec): 3 clusters
  Score: Raw -300062.973115 + Penalty 2696.701647 = -297366.271468
  nChanged 169
		SP:Iteration 8Q (38391.300000 sec): 3 clusters
  Score: Raw -300190.791734 + Penalty 2696.701647 = -297494.090087
  nChanged 130
		SP:Iteration 9Q (38391.460000 sec): 3 clusters
  Score: Raw -300276.417441 + Penalty 2696.701647 = -297579.715794
  nChanged 91
		SP:Iteration 10Q (38391.670000 sec): 3 clusters
  Score: Raw -300331.306807 + Penalty 2696.701647 = -297634.605160
  nChanged 61
		SP:Iteration 11Q (38391.890000 sec): 3 clusters
  Score: Raw -300362.711550 + Penalty 2696.701647 = -297666.009903
  nChanged 46
		SP:Iteration 12Q (38392.110000 sec): 3 clusters
  Score: Raw -300381.403227 + Penalty 2696.701647 = -297684.701580
  nChanged 30
		SP:Iteration 13Q (38392.330000 sec): 3 clusters
  Score: Raw -300393.302869 + Penalty 2696.701647 = -297696.601222
  nChanged 28
		SP:Iteration 14Q (38392.510000 sec): 3 clusters
  Score: Raw -300403.543982 + Penalty 2696.701647 = -297706.842334
  nChanged 19
		SP:Iteration 15Q (38392.680000 sec): 3 clusters
  Score: Raw -300409.961287 + Penalty 2696.701647 = -297713.259640
  nChanged 15
		SP:Iteration 16Q (38392.820000 sec): 3 clusters
  Score: Raw -300413.768731 + Penalty 2696.701647 = -297717.067084
  nChanged 9
		SP:Iteration 17Q (38392.990000 sec): 3 clusters
  Score: Raw -300417.155699 + Penalty 2696.701647 = -297720.454052
  nChanged 8
		SP:Iteration 18Q (38393.170000 sec): 3 clusters
  Score: Raw -300419.635969 + Penalty 2696.701647 = -297722.934322
  nChanged 7
		SP:Iteration 19Q (38393.380000 sec): 3 clusters
  Score: Raw -300421.221946 + Penalty 2696.701647 = -297724.520299
  nChanged 4
		SP:Iteration 20F (38393.520000 sec): 3 clusters
  Score: Raw -300422.113911 + Penalty 2696.701647 = -297725.412264
  nChanged 6
		SP:Iteration 21Q (38393.710000 sec): 3 clusters
  Score: Raw -300424.220168 + Penalty 2696.701647 = -297727.518521
  nChanged 6
		SP:Iteration 22Q (38393.880000 sec): 3 clusters
  Score: Raw -300425.560662 + Penalty 2696.701647 = -297728.859015
  nChanged 6
		SP:Iteration 23Q (38394.080000 sec): 3 clusters
  Score: Raw -300426.934947 + Penalty 2696.701647 = -297730.233300
  nChanged 4
		SP:Iteration 24Q (38394.250000 sec): 3 clusters
  Score: Raw -300427.895370 + Penalty 2696.701647 = -297731.193723
  nChanged 5
		SP:Iteration 25Q (38394.470000 sec): 3 clusters
  Score: Raw -300429.606718 + Penalty 2696.701647 = -297732.905071
  nChanged 6
		SP:Iteration 26Q (38394.630000 sec): 3 clusters
  Score: Raw -300431.265565 + Penalty 2696.701647 = -297734.563918
  nChanged 5
		SP:Iteration 27Q (38394.770000 sec): 3 clusters
  Score: Raw -300432.987967 + Penalty 2696.701647 = -297736.286320
  nChanged 4
		SP:Iteration 28Q (38394.950000 sec): 3 clusters
  Score: Raw -300434.153152 + Penalty 2696.701647 = -297737.451505
  nChanged 6
		SP:Iteration 29Q (38395.110000 sec): 3 clusters
  Score: Raw -300435.555658 + Penalty 2696.701647 = -297738.854011
  nChanged 3
		SP:Iteration 30Q (38395.260000 sec): 3 clusters
  Score: Raw -300435.971456 + Penalty 2696.701647 = -297739.269809
  nChanged 1
		SP:Iteration 31Q (38395.430000 sec): 3 clusters
  Score: Raw -300436.069439 + Penalty 2696.701647 = -297739.367792
  nChanged 0
		SP:Iteration 32F (38395.640000 sec): 3 clusters
  Score: Raw -300436.069439 + Penalty 2696.701647 = -297739.367792
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 56 (5366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38395.750000 sec): 2 clusters
  Score: Raw -394949.045003 + Penalty 1395.523680 = -393553.521323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38395.960000 sec): 3 clusters
  Score: Raw -392130.901790 + Penalty 2791.047360 = -389339.854430
  nChanged 2191
		SP:Iteration 1F (38396.190000 sec): 3 clusters
  Score: Raw -393450.911818 + Penalty 2791.047360 = -390659.864458
  nChanged 441
		SP:Iteration 2F (38396.400000 sec): 3 clusters
  Score: Raw -393782.751868 + Penalty 2791.047360 = -390991.704508
  nChanged 381
		SP:Iteration 3F (38396.580000 sec): 3 clusters
  Score: Raw -394047.670381 + Penalty 2791.047360 = -391256.623021
  nChanged 327
		SP:Iteration 4F (38396.800000 sec): 3 clusters
  Score: Raw -394273.755520 + Penalty 2791.047360 = -391482.708159
  nChanged 269
		SP:Iteration 5F (38396.980000 sec): 3 clusters
  Score: Raw -394458.841837 + Penalty 2791.047360 = -391667.794477
  nChanged 233
		SP:Iteration 6Q (38397.170000 sec): 3 clusters
  Score: Raw -394599.024100 + Penalty 2791.047360 = -391807.976740
  nChanged 184
		SP:Iteration 7Q (38397.340000 sec): 3 clusters
  Score: Raw -394699.648966 + Penalty 2791.047360 = -391908.601606
  nChanged 158
		SP:Iteration 8Q (38397.500000 sec): 3 clusters
  Score: Raw -394787.473691 + Penalty 2791.047360 = -391996.426331
  nChanged 147
		SP:Iteration 9Q (38397.680000 sec): 3 clusters
  Score: Raw -394875.081828 + Penalty 2791.047360 = -392084.034468
  nChanged 139
		SP:Iteration 10Q (38397.900000 sec): 3 clusters
  Score: Raw -394967.225880 + Penalty 2791.047360 = -392176.178520
  nChanged 135
		SP:Iteration 11Q (38398.140000 sec): 3 clusters
  Score: Raw -395035.210972 + Penalty 2791.047360 = -392244.163612
  nChanged 106
		SP:Iteration 12Q (38398.320000 sec): 3 clusters
  Score: Raw -395077.451090 + Penalty 2791.047360 = -392286.403730
  nChanged 88
		SP:Iteration 13Q (38398.500000 sec): 3 clusters
  Score: Raw -395121.958138 + Penalty 2791.047360 = -392330.910778
  nChanged 73
		SP:Iteration 14Q (38398.650000 sec): 3 clusters
  Score: Raw -395156.232391 + Penalty 2791.047360 = -392365.185031
  nChanged 66
		SP:Iteration 15Q (38398.810000 sec): 3 clusters
  Score: Raw -395186.023429 + Penalty 2791.047360 = -392394.976069
  nChanged 65
		SP:Iteration 16Q (38399.010000 sec): 3 clusters
  Score: Raw -395210.212094 + Penalty 2791.047360 = -392419.164734
  nChanged 69
		SP:Iteration 17Q (38399.210000 sec): 3 clusters
  Score: Raw -395234.994598 + Penalty 2791.047360 = -392443.947238
  nChanged 48
		SP:Iteration 18Q (38399.380000 sec): 3 clusters
  Score: Raw -395252.057085 + Penalty 2791.047360 = -392461.009725
  nChanged 52
		SP:Iteration 19Q (38399.580000 sec): 3 clusters
  Score: Raw -395273.280283 + Penalty 2791.047360 = -392482.232923
  nChanged 56
		SP:Iteration 20F (38399.770000 sec): 3 clusters
  Score: Raw -395293.988089 + Penalty 2791.047360 = -392502.940729
  nChanged 46
		SP:Iteration 21Q (38400.030000 sec): 3 clusters
  Score: Raw -395309.325895 + Penalty 2791.047360 = -392518.278534
  nChanged 50
		SP:Iteration 22Q (38400.220000 sec): 3 clusters
  Score: Raw -395326.093854 + Penalty 2791.047360 = -392535.046493
  nChanged 46
		SP:Iteration 23Q (38400.420000 sec): 3 clusters
  Score: Raw -395340.875080 + Penalty 2791.047360 = -392549.827720
  nChanged 38
		SP:Iteration 24Q (38400.690000 sec): 3 clusters
  Score: Raw -395353.751155 + Penalty 2791.047360 = -392562.703795
  nChanged 31
		SP:Iteration 25Q (38400.910000 sec): 3 clusters
  Score: Raw -395365.069421 + Penalty 2791.047360 = -392574.022061
  nChanged 39
		SP:Iteration 26Q (38401.070000 sec): 3 clusters
  Score: Raw -395379.208828 + Penalty 2791.047360 = -392588.161468
  nChanged 38
		SP:Iteration 27Q (38401.290000 sec): 3 clusters
  Score: Raw -395395.670512 + Penalty 2791.047360 = -392604.623152
  nChanged 36
		SP:Iteration 28Q (38401.420000 sec): 3 clusters
  Score: Raw -395409.313517 + Penalty 2791.047360 = -392618.266157
  nChanged 33
		SP:Iteration 29Q (38401.640000 sec): 3 clusters
  Score: Raw -395420.880384 + Penalty 2791.047360 = -392629.833024
  nChanged 30
		SP:Iteration 30Q (38401.840000 sec): 3 clusters
  Score: Raw -395430.849020 + Penalty 2791.047360 = -392639.801660
  nChanged 24
		SP:Iteration 31Q (38402.060000 sec): 3 clusters
  Score: Raw -395439.001051 + Penalty 2791.047360 = -392647.953691
  nChanged 24
		SP:Iteration 32Q (38402.250000 sec): 3 clusters
  Score: Raw -395449.286215 + Penalty 2791.047360 = -392658.238855
  nChanged 33
		SP:Iteration 33Q (38402.450000 sec): 3 clusters
  Score: Raw -395462.000017 + Penalty 2791.047360 = -392670.952657
  nChanged 38
		SP:Iteration 34Q (38402.620000 sec): 3 clusters
  Score: Raw -395477.730128 + Penalty 2791.047360 = -392686.682768
  nChanged 40
		SP:Iteration 35Q (38402.850000 sec): 3 clusters
  Score: Raw -395493.038811 + Penalty 2791.047360 = -392701.991451
  nChanged 37
		SP:Iteration 36Q (38403.040000 sec): 3 clusters
  Score: Raw -395509.456461 + Penalty 2791.047360 = -392718.409101
  nChanged 45
		SP:Iteration 37Q (38403.300000 sec): 3 clusters
  Score: Raw -395526.732131 + Penalty 2791.047360 = -392735.684771
  nChanged 35
		SP:Iteration 38Q (38403.520000 sec): 3 clusters
  Score: Raw -395538.883530 + Penalty 2791.047360 = -392747.836170
  nChanged 33
		SP:Iteration 39Q (38403.690000 sec): 3 clusters
  Score: Raw -395549.876348 + Penalty 2791.047360 = -392758.828988
  nChanged 32
		SP:Iteration 40F (38403.920000 sec): 3 clusters
  Score: Raw -395559.423225 + Penalty 2791.047360 = -392768.375865
  nChanged 28
		SP:Iteration 41Q (38404.120000 sec): 3 clusters
  Score: Raw -395568.177924 + Penalty 2791.047360 = -392777.130564
  nChanged 27
		SP:Iteration 42Q (38404.330000 sec): 3 clusters
  Score: Raw -395576.708835 + Penalty 2791.047360 = -392785.661475
  nChanged 22
		SP:Iteration 43Q (38404.620000 sec): 3 clusters
  Score: Raw -395584.937966 + Penalty 2791.047360 = -392793.890606
  nChanged 22
		SP:Iteration 44Q (38404.850000 sec): 3 clusters
  Score: Raw -395594.860866 + Penalty 2791.047360 = -392803.813506
  nChanged 21
		SP:Iteration 45Q (38405.070000 sec): 3 clusters
  Score: Raw -395604.443299 + Penalty 2791.047360 = -392813.395939
  nChanged 24
		SP:Iteration 46Q (38405.280000 sec): 3 clusters
  Score: Raw -395616.397319 + Penalty 2791.047360 = -392825.349959
  nChanged 23
		SP:Iteration 47Q (38405.480000 sec): 3 clusters
  Score: Raw -395624.501827 + Penalty 2791.047360 = -392833.454467
  nChanged 14
		SP:Iteration 48Q (38405.660000 sec): 3 clusters
  Score: Raw -395628.540207 + Penalty 2791.047360 = -392837.492847
  nChanged 13
		SP:Iteration 49Q (38405.850000 sec): 3 clusters
  Score: Raw -395632.102915 + Penalty 2791.047360 = -392841.055555
  nChanged 14
		SP:Iteration 50Q (38406.020000 sec): 3 clusters
  Score: Raw -395636.947708 + Penalty 2791.047360 = -392845.900348
  nChanged 16
		SP:Iteration 51Q (38406.250000 sec): 3 clusters
  Score: Raw -395642.438483 + Penalty 2791.047360 = -392851.391123
  nChanged 9
		SP:Iteration 52Q (38406.450000 sec): 3 clusters
  Score: Raw -395645.297033 + Penalty 2791.047360 = -392854.249673
  nChanged 8
		SP:Iteration 53Q (38406.650000 sec): 3 clusters
  Score: Raw -395647.709548 + Penalty 2791.047360 = -392856.662188
  nChanged 11
		SP:Iteration 54Q (38406.890000 sec): 3 clusters
  Score: Raw -395650.020149 + Penalty 2791.047360 = -392858.972789
  nChanged 13
		SP:Iteration 55Q (38407.130000 sec): 3 clusters
  Score: Raw -395653.666559 + Penalty 2791.047360 = -392862.619198
  nChanged 13
		SP:Iteration 56Q (38407.390000 sec): 3 clusters
  Score: Raw -395658.764789 + Penalty 2791.047360 = -392867.717429
  nChanged 12
		SP:Iteration 57Q (38407.640000 sec): 3 clusters
  Score: Raw -395664.727871 + Penalty 2791.047360 = -392873.680511
  nChanged 13
		SP:Iteration 58Q (38407.920000 sec): 3 clusters
  Score: Raw -395670.819538 + Penalty 2791.047360 = -392879.772178
  nChanged 16
		SP:Iteration 59Q (38408.130000 sec): 3 clusters
  Score: Raw -395678.445510 + Penalty 2791.047360 = -392887.398150
  nChanged 19
		SP:Iteration 60F (38408.360000 sec): 3 clusters
  Score: Raw -395684.967351 + Penalty 2791.047360 = -392893.919991
  nChanged 10
		SP:Iteration 61Q (38408.600000 sec): 3 clusters
  Score: Raw -395690.074248 + Penalty 2791.047360 = -392899.026888
  nChanged 7
		SP:Iteration 62Q (38408.840000 sec): 3 clusters
  Score: Raw -395692.786880 + Penalty 2791.047360 = -392901.739520
  nChanged 4
		SP:Iteration 63Q (38409.090000 sec): 3 clusters
  Score: Raw -395695.474090 + Penalty 2791.047360 = -392904.426730
  nChanged 9
		SP:Iteration 64Q (38409.310000 sec): 3 clusters
  Score: Raw -395697.431550 + Penalty 2791.047360 = -392906.384190
  nChanged 6
		SP:Iteration 65Q (38409.460000 sec): 3 clusters
  Score: Raw -395700.753449 + Penalty 2791.047360 = -392909.706089
  nChanged 6
		SP:Iteration 66Q (38409.670000 sec): 3 clusters
  Score: Raw -395702.596416 + Penalty 2791.047360 = -392911.549056
  nChanged 8
		SP:Iteration 67Q (38409.840000 sec): 3 clusters
  Score: Raw -395705.230102 + Penalty 2791.047360 = -392914.182742
  nChanged 10
		SP:Iteration 68Q (38410.060000 sec): 3 clusters
  Score: Raw -395707.509695 + Penalty 2791.047360 = -392916.462335
  nChanged 7
		SP:Iteration 69Q (38410.240000 sec): 3 clusters
  Score: Raw -395710.786960 + Penalty 2791.047360 = -392919.739599
  nChanged 12
		SP:Iteration 70Q (38410.420000 sec): 3 clusters
  Score: Raw -395716.004100 + Penalty 2791.047360 = -392924.956740
  nChanged 9
		SP:Iteration 71Q (38410.650000 sec): 3 clusters
  Score: Raw -395720.024200 + Penalty 2791.047360 = -392928.976840
  nChanged 15
		SP:Iteration 72Q (38410.870000 sec): 3 clusters
  Score: Raw -395724.220587 + Penalty 2791.047360 = -392933.173227
  nChanged 11
		SP:Iteration 73Q (38411.090000 sec): 3 clusters
  Score: Raw -395729.181779 + Penalty 2791.047360 = -392938.134419
  nChanged 17
		SP:Iteration 74Q (38411.310000 sec): 3 clusters
  Score: Raw -395738.181135 + Penalty 2791.047360 = -392947.133775
  nChanged 14
		SP:Iteration 75Q (38411.530000 sec): 3 clusters
  Score: Raw -395747.210393 + Penalty 2791.047360 = -392956.163033
  nChanged 20
		SP:Iteration 76Q (38411.740000 sec): 3 clusters
  Score: Raw -395774.038849 + Penalty 2791.047360 = -392982.991489
  nChanged 24
		SP:Iteration 77Q (38411.960000 sec): 3 clusters
  Score: Raw -395794.020594 + Penalty 2791.047360 = -393002.973234
  nChanged 19
		SP:Iteration 78Q (38412.200000 sec): 3 clusters
  Score: Raw -395803.711904 + Penalty 2791.047360 = -393012.664544
  nChanged 23
		SP:Iteration 79Q (38412.400000 sec): 3 clusters
  Score: Raw -395814.483435 + Penalty 2791.047360 = -393023.436075
  nChanged 22
		SP:Iteration 80F (38412.570000 sec): 3 clusters
  Score: Raw -395825.176992 + Penalty 2791.047360 = -393034.129632
  nChanged 15
		SP:Iteration 81Q (38412.780000 sec): 3 clusters
  Score: Raw -395831.766183 + Penalty 2791.047360 = -393040.718823
  nChanged 17
		SP:Iteration 82Q (38412.990000 sec): 3 clusters
  Score: Raw -395839.173533 + Penalty 2791.047360 = -393048.126173
  nChanged 20
		SP:Iteration 83Q (38413.150000 sec): 3 clusters
  Score: Raw -395850.803076 + Penalty 2791.047360 = -393059.755716
  nChanged 22
		SP:Iteration 84Q (38413.330000 sec): 3 clusters
  Score: Raw -395868.847138 + Penalty 2791.047360 = -393077.799778
  nChanged 23
		SP:Iteration 85Q (38413.550000 sec): 3 clusters
  Score: Raw -395883.942814 + Penalty 2791.047360 = -393092.895454
  nChanged 23
		SP:Iteration 86Q (38413.790000 sec): 3 clusters
  Score: Raw -395900.214055 + Penalty 2791.047360 = -393109.166695
  nChanged 35
		SP:Iteration 87Q (38413.990000 sec): 3 clusters
  Score: Raw -395927.009243 + Penalty 2791.047360 = -393135.961883
  nChanged 37
		SP:Iteration 88Q (38414.180000 sec): 3 clusters
  Score: Raw -395959.865154 + Penalty 2791.047360 = -393168.817794
  nChanged 40
		SP:Iteration 89Q (38414.410000 sec): 3 clusters
  Score: Raw -395994.494187 + Penalty 2791.047360 = -393203.446827
  nChanged 49
		SP:Iteration 90Q (38414.590000 sec): 3 clusters
  Score: Raw -396030.823725 + Penalty 2791.047360 = -393239.776365
  nChanged 50
		SP:Iteration 91Q (38414.830000 sec): 3 clusters
  Score: Raw -396068.052134 + Penalty 2791.047360 = -393277.004774
  nChanged 55
		SP:Iteration 92Q (38414.980000 sec): 3 clusters
  Score: Raw -396100.109450 + Penalty 2791.047360 = -393309.062090
  nChanged 39
		SP:Iteration 93Q (38415.160000 sec): 3 clusters
  Score: Raw -396125.442584 + Penalty 2791.047360 = -393334.395224
  nChanged 45
		SP:Iteration 94Q (38415.320000 sec): 3 clusters
  Score: Raw -396150.334145 + Penalty 2791.047360 = -393359.286785
  nChanged 47
		SP:Iteration 95Q (38415.490000 sec): 3 clusters
  Score: Raw -396175.042624 + Penalty 2791.047360 = -393383.995264
  nChanged 40
		SP:Iteration 96Q (38415.670000 sec): 3 clusters
  Score: Raw -396194.953108 + Penalty 2791.047360 = -393403.905748
  nChanged 32
		SP:Iteration 97Q (38415.880000 sec): 3 clusters
  Score: Raw -396210.191807 + Penalty 2791.047360 = -393419.144447
  nChanged 21
		SP:Iteration 98Q (38416.030000 sec): 3 clusters
  Score: Raw -396218.611938 + Penalty 2791.047360 = -393427.564578
  nChanged 20
		SP:Iteration 99Q (38416.280000 sec): 3 clusters
  Score: Raw -396227.934072 + Penalty 2791.047360 = -393436.886712
  nChanged 24
		SP:Iteration 100F (38416.490000 sec): 3 clusters
  Score: Raw -396237.605120 + Penalty 2791.047360 = -393446.557760
  nChanged 19
		SP:Iteration 101Q (38416.700000 sec): 3 clusters
  Score: Raw -396243.136905 + Penalty 2791.047360 = -393452.089545
  nChanged 11
		SP:Iteration 102Q (38416.910000 sec): 3 clusters
  Score: Raw -396252.167317 + Penalty 2791.047360 = -393461.119957
  nChanged 16
		SP:Iteration 103Q (38417.090000 sec): 3 clusters
  Score: Raw -396259.587013 + Penalty 2791.047360 = -393468.539653
  nChanged 17
		SP:Iteration 104Q (38417.240000 sec): 3 clusters
  Score: Raw -396266.990953 + Penalty 2791.047360 = -393475.943593
  nChanged 20
		SP:Iteration 105Q (38417.450000 sec): 3 clusters
  Score: Raw -396273.849688 + Penalty 2791.047360 = -393482.802328
  nChanged 8
		SP:Iteration 106Q (38417.650000 sec): 3 clusters
  Score: Raw -396275.938854 + Penalty 2791.047360 = -393484.891494
  nChanged 7
		SP:Iteration 107Q (38417.890000 sec): 3 clusters
  Score: Raw -396278.342583 + Penalty 2791.047360 = -393487.295223
  nChanged 7
		SP:Iteration 108Q (38418.110000 sec): 3 clusters
  Score: Raw -396280.463996 + Penalty 2791.047360 = -393489.416636
  nChanged 6
		SP:Iteration 109Q (38418.320000 sec): 3 clusters
  Score: Raw -396282.033372 + Penalty 2791.047360 = -393490.986012
  nChanged 2
		SP:Iteration 110Q (38418.520000 sec): 3 clusters
  Score: Raw -396282.429042 + Penalty 2791.047360 = -393491.381682
  nChanged 1
		SP:Iteration 111Q (38418.770000 sec): 3 clusters
  Score: Raw -396282.655997 + Penalty 2791.047360 = -393491.608637
  nChanged 1
		SP:Iteration 112Q (38418.990000 sec): 3 clusters
  Score: Raw -396282.965000 + Penalty 2791.047360 = -393491.917640
  nChanged 1
		SP:Iteration 113Q (38419.220000 sec): 3 clusters
  Score: Raw -396283.387327 + Penalty 2791.047360 = -393492.339967
  nChanged 1
		SP:Iteration 114Q (38419.410000 sec): 3 clusters
  Score: Raw -396283.562817 + Penalty 2791.047360 = -393492.515457
  nChanged 2
		SP:Iteration 115Q (38419.630000 sec): 3 clusters
  Score: Raw -396283.985294 + Penalty 2791.047360 = -393492.937934
  nChanged 3
		SP:Iteration 116Q (38419.840000 sec): 3 clusters
  Score: Raw -396285.143907 + Penalty 2791.047360 = -393494.096547
  nChanged 3
		SP:Iteration 117Q (38420.020000 sec): 3 clusters
  Score: Raw -396285.728226 + Penalty 2791.047360 = -393494.680866
  nChanged 1
		SP:Iteration 118Q (38420.160000 sec): 3 clusters
  Score: Raw -396285.920756 + Penalty 2791.047360 = -393494.873396
  nChanged 1
		SP:Iteration 119Q (38420.310000 sec): 3 clusters
  Score: Raw -396286.013685 + Penalty 2791.047360 = -393494.966325
  nChanged 0
		SP:Iteration 120F (38420.530000 sec): 3 clusters
  Score: Raw -396286.013685 + Penalty 2791.047360 = -393494.966325
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 57 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38420.610000 sec): 2 clusters
  Score: Raw -30630.179858 + Penalty 960.504455 = -29669.675403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38420.800000 sec): 3 clusters
  Score: Raw -30613.838686 + Penalty 1921.008909 = -28692.829777
  nChanged 65
		SP:Iteration 1F (38420.980000 sec): 3 clusters
  Score: Raw -30726.075505 + Penalty 1921.008909 = -28805.066596
  nChanged 23
		SP:Iteration 2F (38421.160000 sec): 3 clusters
  Score: Raw -30769.106171 + Penalty 1921.008909 = -28848.097262
  nChanged 5
		SP:Iteration 3Q (38421.330000 sec): 3 clusters
  Score: Raw -30778.198303 + Penalty 1921.008909 = -28857.189393
  nChanged 3
		SP:Iteration 4Q (38421.470000 sec): 3 clusters
  Score: Raw -30787.293159 + Penalty 1921.008909 = -28866.284249
  nChanged 3
		SP:Iteration 5Q (38421.670000 sec): 3 clusters
  Score: Raw -30794.563068 + Penalty 1921.008909 = -28873.554159
  nChanged 1
		SP:Iteration 6Q (38421.810000 sec): 3 clusters
  Score: Raw -30796.220799 + Penalty 1921.008909 = -28875.211889
  nChanged 0
		SP:Iteration 7F (38421.990000 sec): 3 clusters
  Score: Raw -30796.220799 + Penalty 1921.008909 = -28875.211889
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 58 (5204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38422.110000 sec): 2 clusters
  Score: Raw -442085.757003 + Penalty 1390.542211 = -440695.214792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38422.300000 sec): 3 clusters
  Score: Raw -439399.420642 + Penalty 2781.084423 = -436618.336219
  nChanged 2037
		SP:Iteration 1F (38422.520000 sec): 3 clusters
  Score: Raw -440487.105208 + Penalty 2781.084423 = -437706.020786
  nChanged 351
		SP:Iteration 2F (38422.730000 sec): 3 clusters
  Score: Raw -440666.505259 + Penalty 2781.084423 = -437885.420837
  nChanged 278
		SP:Iteration 3F (38422.960000 sec): 3 clusters
  Score: Raw -440804.526902 + Penalty 2781.084423 = -438023.442480
  nChanged 225
		SP:Iteration 4Q (38423.090000 sec): 3 clusters
  Score: Raw -440930.149139 + Penalty 2781.084423 = -438149.064716
  nChanged 197
		SP:Iteration 5Q (38423.310000 sec): 3 clusters
  Score: Raw -441038.385928 + Penalty 2781.084423 = -438257.301505
  nChanged 179
		SP:Iteration 6Q (38423.530000 sec): 3 clusters
  Score: Raw -441131.469722 + Penalty 2781.084423 = -438350.385299
  nChanged 193
		SP:Iteration 7Q (38423.730000 sec): 3 clusters
  Score: Raw -441248.657592 + Penalty 2781.084423 = -438467.573169
  nChanged 227
		SP:Iteration 8Q (38423.910000 sec): 3 clusters
  Score: Raw -441385.333185 + Penalty 2781.084423 = -438604.248763
  nChanged 209
		SP:Iteration 9Q (38424.100000 sec): 3 clusters
  Score: Raw -441526.920867 + Penalty 2781.084423 = -438745.836444
  nChanged 224
		SP:Iteration 10Q (38424.280000 sec): 3 clusters
  Score: Raw -441676.204512 + Penalty 2781.084423 = -438895.120089
  nChanged 214
		SP:Iteration 11Q (38424.490000 sec): 3 clusters
  Score: Raw -441813.698982 + Penalty 2781.084423 = -439032.614559
  nChanged 186
		SP:Iteration 12Q (38424.640000 sec): 3 clusters
  Score: Raw -441937.646103 + Penalty 2781.084423 = -439156.561680
  nChanged 183
		SP:Iteration 13Q (38424.800000 sec): 3 clusters
  Score: Raw -442073.844787 + Penalty 2781.084423 = -439292.760364
  nChanged 169
		SP:Iteration 14Q (38425.020000 sec): 3 clusters
  Score: Raw -442201.784446 + Penalty 2781.084423 = -439420.700023
  nChanged 151
		SP:Iteration 15Q (38425.210000 sec): 3 clusters
  Score: Raw -442304.879318 + Penalty 2781.084423 = -439523.794895
  nChanged 118
		SP:Iteration 16Q (38425.410000 sec): 3 clusters
  Score: Raw -442378.467954 + Penalty 2781.084423 = -439597.383531
  nChanged 77
		SP:Iteration 17Q (38425.600000 sec): 3 clusters
  Score: Raw -442413.454716 + Penalty 2781.084423 = -439632.370294
  nChanged 66
		SP:Iteration 18Q (38425.780000 sec): 3 clusters
  Score: Raw -442442.052998 + Penalty 2781.084423 = -439660.968575
  nChanged 55
		SP:Iteration 19Q (38426.030000 sec): 3 clusters
  Score: Raw -442465.252691 + Penalty 2781.084423 = -439684.168268
  nChanged 45
		SP:Iteration 20F (38426.180000 sec): 3 clusters
  Score: Raw -442487.214733 + Penalty 2781.084423 = -439706.130310
  nChanged 48
		SP:Iteration 21Q (38426.410000 sec): 3 clusters
  Score: Raw -442511.007171 + Penalty 2781.084423 = -439729.922748
  nChanged 35
		SP:Iteration 22Q (38426.650000 sec): 3 clusters
  Score: Raw -442526.744673 + Penalty 2781.084423 = -439745.660250
  nChanged 28
		SP:Iteration 23Q (38426.810000 sec): 3 clusters
  Score: Raw -442538.028768 + Penalty 2781.084423 = -439756.944345
  nChanged 28
		SP:Iteration 24Q (38427.020000 sec): 3 clusters
  Score: Raw -442545.578503 + Penalty 2781.084423 = -439764.494080
  nChanged 23
		SP:Iteration 25Q (38427.200000 sec): 3 clusters
  Score: Raw -442552.434781 + Penalty 2781.084423 = -439771.350358
  nChanged 13
		SP:Iteration 26Q (38427.420000 sec): 3 clusters
  Score: Raw -442556.263929 + Penalty 2781.084423 = -439775.179506
  nChanged 10
		SP:Iteration 27Q (38427.650000 sec): 3 clusters
  Score: Raw -442560.417183 + Penalty 2781.084423 = -439779.332760
  nChanged 7
		SP:Iteration 28Q (38427.880000 sec): 3 clusters
  Score: Raw -442562.308484 + Penalty 2781.084423 = -439781.224061
  nChanged 9
		SP:Iteration 29Q (38428.110000 sec): 3 clusters
  Score: Raw -442564.666454 + Penalty 2781.084423 = -439783.582031
  nChanged 6
		SP:Iteration 30Q (38428.300000 sec): 3 clusters
  Score: Raw -442565.914528 + Penalty 2781.084423 = -439784.830106
  nChanged 9
		SP:Iteration 31Q (38428.540000 sec): 3 clusters
  Score: Raw -442568.998785 + Penalty 2781.084423 = -439787.914362
  nChanged 14
		SP:Iteration 32Q (38428.750000 sec): 3 clusters
  Score: Raw -442572.794600 + Penalty 2781.084423 = -439791.710177
  nChanged 9
		SP:Iteration 33Q (38428.980000 sec): 3 clusters
  Score: Raw -442575.205923 + Penalty 2781.084423 = -439794.121500
  nChanged 7
		SP:Iteration 34Q (38429.170000 sec): 3 clusters
  Score: Raw -442577.603168 + Penalty 2781.084423 = -439796.518745
  nChanged 12
		SP:Iteration 35Q (38429.450000 sec): 3 clusters
  Score: Raw -442582.190719 + Penalty 2781.084423 = -439801.106296
  nChanged 9
		SP:Iteration 36Q (38429.600000 sec): 3 clusters
  Score: Raw -442585.966698 + Penalty 2781.084423 = -439804.882275
  nChanged 11
		SP:Iteration 37Q (38429.780000 sec): 3 clusters
  Score: Raw -442591.349790 + Penalty 2781.084423 = -439810.265367
  nChanged 13
		SP:Iteration 38Q (38429.950000 sec): 3 clusters
  Score: Raw -442595.459465 + Penalty 2781.084423 = -439814.375042
  nChanged 12
		SP:Iteration 39Q (38430.100000 sec): 3 clusters
  Score: Raw -442599.713083 + Penalty 2781.084423 = -439818.628660
  nChanged 14
		SP:Iteration 40F (38430.340000 sec): 3 clusters
  Score: Raw -442603.815449 + Penalty 2781.084423 = -439822.731026
  nChanged 17
		SP:Iteration 41Q (38430.500000 sec): 3 clusters
  Score: Raw -442609.042484 + Penalty 2781.084423 = -439827.958061
  nChanged 13
		SP:Iteration 42Q (38430.730000 sec): 3 clusters
  Score: Raw -442613.942101 + Penalty 2781.084423 = -439832.857679
  nChanged 17
		SP:Iteration 43Q (38430.920000 sec): 3 clusters
  Score: Raw -442618.730269 + Penalty 2781.084423 = -439837.645846
  nChanged 15
		SP:Iteration 44Q (38431.130000 sec): 3 clusters
  Score: Raw -442622.031119 + Penalty 2781.084423 = -439840.946696
  nChanged 6
		SP:Iteration 45Q (38431.340000 sec): 3 clusters
  Score: Raw -442623.300619 + Penalty 2781.084423 = -439842.216196
  nChanged 8
		SP:Iteration 46Q (38431.560000 sec): 3 clusters
  Score: Raw -442624.996222 + Penalty 2781.084423 = -439843.911799
  nChanged 5
		SP:Iteration 47Q (38431.740000 sec): 3 clusters
  Score: Raw -442626.059306 + Penalty 2781.084423 = -439844.974883
  nChanged 1
		SP:Iteration 48Q (38431.900000 sec): 3 clusters
  Score: Raw -442626.129089 + Penalty 2781.084423 = -439845.044666
  nChanged 0
		SP:Iteration 49F (38432.050000 sec): 3 clusters
  Score: Raw -442626.129089 + Penalty 2781.084423 = -439845.044666
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 59 (14307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38432.240000 sec): 2 clusters
  Score: Raw -1233684.520899 + Penalty 1554.881934 = -1232129.638966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38432.500000 sec): 3 clusters
  Score: Raw -1225289.082025 + Penalty 3109.763867 = -1222179.318158
  nChanged 6387
		SP:Iteration 1F (38432.760000 sec): 3 clusters
  Score: Raw -1228763.172311 + Penalty 3109.763867 = -1225653.408444
  nChanged 797
		SP:Iteration 2F (38433.020000 sec): 3 clusters
  Score: Raw -1229104.856212 + Penalty 3109.763867 = -1225995.092345
  nChanged 709
		SP:Iteration 3Q (38433.290000 sec): 3 clusters
  Score: Raw -1229436.227588 + Penalty 3109.763867 = -1226326.463720
  nChanged 705
		SP:Iteration 4Q (38433.540000 sec): 3 clusters
  Score: Raw -1229779.168804 + Penalty 3109.763867 = -1226669.404937
  nChanged 711
		SP:Iteration 5Q (38433.790000 sec): 3 clusters
  Score: Raw -1230103.594701 + Penalty 3109.763867 = -1226993.830833
  nChanged 655
		SP:Iteration 6Q (38434.040000 sec): 3 clusters
  Score: Raw -1230383.890734 + Penalty 3109.763867 = -1227274.126866
  nChanged 628
		SP:Iteration 7Q (38434.280000 sec): 3 clusters
  Score: Raw -1230684.796129 + Penalty 3109.763867 = -1227575.032262
  nChanged 702
		SP:Iteration 8Q (38434.520000 sec): 3 clusters
  Score: Raw -1231057.478085 + Penalty 3109.763867 = -1227947.714218
  nChanged 724
		SP:Iteration 9F (38434.770000 sec): 3 clusters
  Score: Raw -1231492.466196 + Penalty 3109.763867 = -1228382.702329
  nChanged 756
		SP:Iteration 10F (38434.970000 sec): 3 clusters
  Score: Raw -1231988.469159 + Penalty 3109.763867 = -1228878.705292
  nChanged 696
		SP:Iteration 11Q (38435.220000 sec): 3 clusters
  Score: Raw -1232477.332062 + Penalty 3109.763867 = -1229367.568195
  nChanged 605
		SP:Iteration 12Q (38435.500000 sec): 3 clusters
  Score: Raw -1232911.208612 + Penalty 3109.763867 = -1229801.444745
  nChanged 440
		SP:Iteration 13Q (38435.750000 sec): 3 clusters
  Score: Raw -1233220.420452 + Penalty 3109.763867 = -1230110.656584
  nChanged 317
		SP:Iteration 14Q (38435.980000 sec): 3 clusters
  Score: Raw -1233467.770533 + Penalty 3109.763867 = -1230358.006666
  nChanged 215
		SP:Iteration 15Q (38436.260000 sec): 3 clusters
  Score: Raw -1233628.603339 + Penalty 3109.763867 = -1230518.839472
  nChanged 121
		SP:Iteration 16Q (38436.460000 sec): 3 clusters
  Score: Raw -1233716.201081 + Penalty 3109.763867 = -1230606.437213
  nChanged 78
		SP:Iteration 17Q (38436.720000 sec): 3 clusters
  Score: Raw -1233776.777378 + Penalty 3109.763867 = -1230667.013511
  nChanged 44
		SP:Iteration 18Q (38436.930000 sec): 3 clusters
  Score: Raw -1233813.700767 + Penalty 3109.763867 = -1230703.936899
  nChanged 33
		SP:Iteration 19Q (38437.180000 sec): 3 clusters
  Score: Raw -1233842.860645 + Penalty 3109.763867 = -1230733.096778
  nChanged 25
		SP:Iteration 20F (38437.350000 sec): 3 clusters
  Score: Raw -1233863.665270 + Penalty 3109.763867 = -1230753.901403
  nChanged 17
		SP:Iteration 21Q (38437.580000 sec): 3 clusters
  Score: Raw -1233878.110507 + Penalty 3109.763867 = -1230768.346640
  nChanged 9
		SP:Iteration 22Q (38437.800000 sec): 3 clusters
  Score: Raw -1233887.785031 + Penalty 3109.763867 = -1230778.021164
  nChanged 12
		SP:Iteration 23Q (38438.060000 sec): 3 clusters
  Score: Raw -1233900.310421 + Penalty 3109.763867 = -1230790.546554
  nChanged 11
		SP:Iteration 24Q (38438.280000 sec): 3 clusters
  Score: Raw -1233909.625568 + Penalty 3109.763867 = -1230799.861701
  nChanged 4
		SP:Iteration 25Q (38438.490000 sec): 3 clusters
  Score: Raw -1233912.531173 + Penalty 3109.763867 = -1230802.767306
  nChanged 3
		SP:Iteration 26Q (38438.730000 sec): 3 clusters
  Score: Raw -1233914.666970 + Penalty 3109.763867 = -1230804.903103
  nChanged 3
		SP:Iteration 27Q (38438.970000 sec): 3 clusters
  Score: Raw -1233917.005974 + Penalty 3109.763867 = -1230807.242107
  nChanged 3
		SP:Iteration 28Q (38439.190000 sec): 3 clusters
  Score: Raw -1233921.024785 + Penalty 3109.763867 = -1230811.260918
  nChanged 5
		SP:Iteration 29Q (38439.410000 sec): 3 clusters
  Score: Raw -1233926.291857 + Penalty 3109.763867 = -1230816.527989
  nChanged 5
		SP:Iteration 30Q (38439.620000 sec): 3 clusters
  Score: Raw -1233932.764022 + Penalty 3109.763867 = -1230823.000155
  nChanged 5
		SP:Iteration 31Q (38439.840000 sec): 3 clusters
  Score: Raw -1233938.099772 + Penalty 3109.763867 = -1230828.335904
  nChanged 6
		SP:Iteration 32Q (38440.100000 sec): 3 clusters
  Score: Raw -1233945.102862 + Penalty 3109.763867 = -1230835.338994
  nChanged 4
		SP:Iteration 33Q (38440.350000 sec): 3 clusters
  Score: Raw -1233949.032998 + Penalty 3109.763867 = -1230839.269130
  nChanged 5
		SP:Iteration 34Q (38440.550000 sec): 3 clusters
  Score: Raw -1233953.446958 + Penalty 3109.763867 = -1230843.683091
  nChanged 3
		SP:Iteration 35Q (38440.800000 sec): 3 clusters
  Score: Raw -1233955.367547 + Penalty 3109.763867 = -1230845.603679
  nChanged 1
		SP:Iteration 36Q (38441.040000 sec): 3 clusters
  Score: Raw -1233955.628001 + Penalty 3109.763867 = -1230845.864134
  nChanged 0
		SP:Iteration 37F (38441.270000 sec): 3 clusters
  Score: Raw -1233955.628001 + Penalty 3109.763867 = -1230845.864134
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 60 (665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38441.370000 sec): 2 clusters
  Score: Raw -53042.062469 + Penalty 1056.215394 = -51985.847075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38441.530000 sec): 3 clusters
  Score: Raw -52907.019583 + Penalty 2112.430788 = -50794.588795
  nChanged 165
		SP:Iteration 1F (38441.700000 sec): 3 clusters
  Score: Raw -53106.856190 + Penalty 2112.430788 = -50994.425401
  nChanged 40
		SP:Iteration 2F (38441.850000 sec): 3 clusters
  Score: Raw -53159.585152 + Penalty 2112.430788 = -51047.154364
  nChanged 19
		SP:Iteration 3Q (38442.010000 sec): 3 clusters
  Score: Raw -53192.953960 + Penalty 2112.430788 = -51080.523172
  nChanged 9
		SP:Iteration 4Q (38442.170000 sec): 3 clusters
  Score: Raw -53205.719053 + Penalty 2112.430788 = -51093.288265
  nChanged 8
		SP:Iteration 5Q (38442.330000 sec): 3 clusters
  Score: Raw -53215.426478 + Penalty 2112.430788 = -51102.995690
  nChanged 8
		SP:Iteration 6Q (38442.490000 sec): 3 clusters
  Score: Raw -53225.923234 + Penalty 2112.430788 = -51113.492446
  nChanged 3
		SP:Iteration 7Q (38442.650000 sec): 3 clusters
  Score: Raw -53232.961137 + Penalty 2112.430788 = -51120.530348
  nChanged 6
		SP:Iteration 8Q (38442.810000 sec): 3 clusters
  Score: Raw -53241.314066 + Penalty 2112.430788 = -51128.883278
  nChanged 5
		SP:Iteration 9Q (38442.970000 sec): 3 clusters
  Score: Raw -53246.200794 + Penalty 2112.430788 = -51133.770006
  nChanged 1
		SP:Iteration 10Q (38443.130000 sec): 3 clusters
  Score: Raw -53247.710777 + Penalty 2112.430788 = -51135.279989
  nChanged 2
		SP:Iteration 11Q (38443.290000 sec): 3 clusters
  Score: Raw -53251.789987 + Penalty 2112.430788 = -51139.359199
  nChanged 1
		SP:Iteration 12Q (38443.450000 sec): 3 clusters
  Score: Raw -53252.511479 + Penalty 2112.430788 = -51140.080691
  nChanged 0
		SP:Iteration 13F (38443.610000 sec): 3 clusters
  Score: Raw -53252.511479 + Penalty 2112.430788 = -51140.080691
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 61 (11232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38443.750000 sec): 2 clusters
  Score: Raw -926053.129802 + Penalty 1515.559846 = -924537.569957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38444.000000 sec): 3 clusters
  Score: Raw -919678.986550 + Penalty 3031.119691 = -916647.866859
  nChanged 4911
		SP:Iteration 1F (38444.180000 sec): 3 clusters
  Score: Raw -922392.754338 + Penalty 3031.119691 = -919361.634647
  nChanged 657
		SP:Iteration 2F (38444.360000 sec): 3 clusters
  Score: Raw -922682.388347 + Penalty 3031.119691 = -919651.268656
  nChanged 569
		SP:Iteration 3F (38444.560000 sec): 3 clusters
  Score: Raw -922918.516167 + Penalty 3031.119691 = -919887.396476
  nChanged 504
		SP:Iteration 4Q (38444.770000 sec): 3 clusters
  Score: Raw -923175.410265 + Penalty 3031.119691 = -920144.290574
  nChanged 532
		SP:Iteration 5Q (38445.000000 sec): 3 clusters
  Score: Raw -923480.033475 + Penalty 3031.119691 = -920448.913784
  nChanged 517
		SP:Iteration 6Q (38445.190000 sec): 3 clusters
  Score: Raw -923791.129599 + Penalty 3031.119691 = -920760.009908
  nChanged 511
		SP:Iteration 7Q (38445.380000 sec): 3 clusters
  Score: Raw -924139.229685 + Penalty 3031.119691 = -921108.109994
  nChanged 573
		SP:Iteration 8F (38445.550000 sec): 3 clusters
  Score: Raw -924532.082738 + Penalty 3031.119691 = -921500.963046
  nChanged 542
		SP:Iteration 9Q (38445.810000 sec): 3 clusters
  Score: Raw -924938.031906 + Penalty 3031.119691 = -921906.912215
  nChanged 512
		SP:Iteration 10Q (38446.080000 sec): 3 clusters
  Score: Raw -925312.274721 + Penalty 3031.119691 = -922281.155030
  nChanged 453
		SP:Iteration 11Q (38446.310000 sec): 3 clusters
  Score: Raw -925630.252861 + Penalty 3031.119691 = -922599.133170
  nChanged 387
		SP:Iteration 12Q (38446.570000 sec): 3 clusters
  Score: Raw -925846.800405 + Penalty 3031.119691 = -922815.680714
  nChanged 284
		SP:Iteration 13Q (38446.770000 sec): 3 clusters
  Score: Raw -925982.992433 + Penalty 3031.119691 = -922951.872742
  nChanged 218
		SP:Iteration 14Q (38447.020000 sec): 3 clusters
  Score: Raw -926059.425687 + Penalty 3031.119691 = -923028.305996
  nChanged 156
		SP:Iteration 15Q (38447.270000 sec): 3 clusters
  Score: Raw -926111.250818 + Penalty 3031.119691 = -923080.131127
  nChanged 105
		SP:Iteration 16Q (38447.530000 sec): 3 clusters
  Score: Raw -926139.339022 + Penalty 3031.119691 = -923108.219331
  nChanged 89
		SP:Iteration 17Q (38447.830000 sec): 3 clusters
  Score: Raw -926160.057387 + Penalty 3031.119691 = -923128.937696
  nChanged 73
		SP:Iteration 18Q (38448.150000 sec): 3 clusters
  Score: Raw -926175.379446 + Penalty 3031.119691 = -923144.259755
  nChanged 70
		SP:Iteration 19Q (38448.430000 sec): 3 clusters
  Score: Raw -926189.515999 + Penalty 3031.119691 = -923158.396308
  nChanged 62
		SP:Iteration 20F (38448.730000 sec): 3 clusters
  Score: Raw -926202.694598 + Penalty 3031.119691 = -923171.574907
  nChanged 55
		SP:Iteration 21Q (38448.950000 sec): 3 clusters
  Score: Raw -926216.545061 + Penalty 3031.119691 = -923185.425370
  nChanged 64
		SP:Iteration 22Q (38449.200000 sec): 3 clusters
  Score: Raw -926235.717959 + Penalty 3031.119691 = -923204.598268
  nChanged 64
		SP:Iteration 23Q (38449.420000 sec): 3 clusters
  Score: Raw -926256.124990 + Penalty 3031.119691 = -923225.005299
  nChanged 78
		SP:Iteration 24Q (38449.670000 sec): 3 clusters
  Score: Raw -926284.859719 + Penalty 3031.119691 = -923253.740028
  nChanged 89
		SP:Iteration 25Q (38449.860000 sec): 3 clusters
  Score: Raw -926319.770348 + Penalty 3031.119691 = -923288.650657
  nChanged 95
		SP:Iteration 26Q (38450.090000 sec): 3 clusters
  Score: Raw -926354.155893 + Penalty 3031.119691 = -923323.036202
  nChanged 82
		SP:Iteration 27Q (38450.350000 sec): 3 clusters
  Score: Raw -926383.649749 + Penalty 3031.119691 = -923352.530058
  nChanged 88
		SP:Iteration 28Q (38450.540000 sec): 3 clusters
  Score: Raw -926420.180663 + Penalty 3031.119691 = -923389.060972
  nChanged 99
		SP:Iteration 29Q (38450.790000 sec): 3 clusters
  Score: Raw -926463.839289 + Penalty 3031.119691 = -923432.719598
  nChanged 101
		SP:Iteration 30Q (38451.060000 sec): 3 clusters
  Score: Raw -926505.625101 + Penalty 3031.119691 = -923474.505410
  nChanged 93
		SP:Iteration 31Q (38451.250000 sec): 3 clusters
  Score: Raw -926543.637412 + Penalty 3031.119691 = -923512.517721
  nChanged 75
		SP:Iteration 32Q (38451.460000 sec): 3 clusters
  Score: Raw -926570.733037 + Penalty 3031.119691 = -923539.613346
  nChanged 74
		SP:Iteration 33Q (38451.740000 sec): 3 clusters
  Score: Raw -926592.260281 + Penalty 3031.119691 = -923561.140590
  nChanged 52
		SP:Iteration 34Q (38452.000000 sec): 3 clusters
  Score: Raw -926607.654029 + Penalty 3031.119691 = -923576.534338
  nChanged 44
		SP:Iteration 35Q (38452.320000 sec): 3 clusters
  Score: Raw -926616.870159 + Penalty 3031.119691 = -923585.750468
  nChanged 26
		SP:Iteration 36Q (38452.580000 sec): 3 clusters
  Score: Raw -926620.530662 + Penalty 3031.119691 = -923589.410971
  nChanged 21
		SP:Iteration 37Q (38452.880000 sec): 3 clusters
  Score: Raw -926624.066018 + Penalty 3031.119691 = -923592.946327
  nChanged 17
		SP:Iteration 38Q (38453.120000 sec): 3 clusters
  Score: Raw -926626.877026 + Penalty 3031.119691 = -923595.757335
  nChanged 17
		SP:Iteration 39Q (38453.340000 sec): 3 clusters
  Score: Raw -926629.712175 + Penalty 3031.119691 = -923598.592484
  nChanged 19
		SP:Iteration 40F (38453.580000 sec): 3 clusters
  Score: Raw -926632.779516 + Penalty 3031.119691 = -923601.659825
  nChanged 13
		SP:Iteration 41Q (38453.840000 sec): 3 clusters
  Score: Raw -926634.600589 + Penalty 3031.119691 = -923603.480898
  nChanged 9
		SP:Iteration 42Q (38454.100000 sec): 3 clusters
  Score: Raw -926635.973578 + Penalty 3031.119691 = -923604.853887
  nChanged 19
		SP:Iteration 43Q (38454.340000 sec): 3 clusters
  Score: Raw -926639.702499 + Penalty 3031.119691 = -923608.582808
  nChanged 12
		SP:Iteration 44Q (38454.560000 sec): 3 clusters
  Score: Raw -926641.869243 + Penalty 3031.119691 = -923610.749552
  nChanged 15
		SP:Iteration 45Q (38454.810000 sec): 3 clusters
  Score: Raw -926643.819883 + Penalty 3031.119691 = -923612.700192
  nChanged 10
		SP:Iteration 46Q (38455.040000 sec): 3 clusters
  Score: Raw -926645.241704 + Penalty 3031.119691 = -923614.122013
  nChanged 7
		SP:Iteration 47Q (38455.240000 sec): 3 clusters
  Score: Raw -926646.484256 + Penalty 3031.119691 = -923615.364565
  nChanged 7
		SP:Iteration 48Q (38455.450000 sec): 3 clusters
  Score: Raw -926647.659522 + Penalty 3031.119691 = -923616.539831
  nChanged 12
		SP:Iteration 49Q (38455.640000 sec): 3 clusters
  Score: Raw -926649.876488 + Penalty 3031.119691 = -923618.756797
  nChanged 11
		SP:Iteration 50Q (38455.820000 sec): 3 clusters
  Score: Raw -926651.782732 + Penalty 3031.119691 = -923620.663040
  nChanged 10
		SP:Iteration 51Q (38456.100000 sec): 3 clusters
  Score: Raw -926653.418039 + Penalty 3031.119691 = -923622.298348
  nChanged 7
		SP:Iteration 52Q (38456.310000 sec): 3 clusters
  Score: Raw -926654.360758 + Penalty 3031.119691 = -923623.241067
  nChanged 6
		SP:Iteration 53Q (38456.520000 sec): 3 clusters
  Score: Raw -926654.943240 + Penalty 3031.119691 = -923623.823549
  nChanged 8
		SP:Iteration 54Q (38456.740000 sec): 3 clusters
  Score: Raw -926655.817050 + Penalty 3031.119691 = -923624.697359
  nChanged 5
		SP:Iteration 55Q (38456.960000 sec): 3 clusters
  Score: Raw -926656.267421 + Penalty 3031.119691 = -923625.147730
  nChanged 3
		SP:Iteration 56Q (38457.170000 sec): 3 clusters
  Score: Raw -926656.565236 + Penalty 3031.119691 = -923625.445545
  nChanged 1
		SP:Iteration 57Q (38457.380000 sec): 3 clusters
  Score: Raw -926656.639140 + Penalty 3031.119691 = -923625.519449
  nChanged 0
		SP:Iteration 58F (38457.640000 sec): 3 clusters
  Score: Raw -926656.639140 + Penalty 3031.119691 = -923625.519449
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 62 (34486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38458.000000 sec): 2 clusters
  Score: Raw -3240791.586574 + Penalty 1697.850168 = -3239093.736406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38458.470000 sec): 3 clusters
  Score: Raw -3219219.586317 + Penalty 3395.700335 = -3215823.885981
  nChanged 16060
		SP:Iteration 1F (38458.940000 sec): 3 clusters
  Score: Raw -3228136.137201 + Penalty 3395.700335 = -3224740.436866
  nChanged 1540
		SP:Iteration 2Q (38459.320000 sec): 3 clusters
  Score: Raw -3228730.329761 + Penalty 3395.700335 = -3225334.629426
  nChanged 1793
		SP:Iteration 3F (38459.790000 sec): 3 clusters
  Score: Raw -3229610.563172 + Penalty 3395.700335 = -3226214.862837
  nChanged 2235
		SP:Iteration 4F (38460.200000 sec): 3 clusters
  Score: Raw -3231002.085101 + Penalty 3395.700335 = -3227606.384766
  nChanged 2731
		SP:Iteration 5F (38460.610000 sec): 3 clusters
  Score: Raw -3233193.857192 + Penalty 3395.700335 = -3229798.156857
  nChanged 3062
		SP:Iteration 6F (38461.010000 sec): 3 clusters
  Score: Raw -3236153.484453 + Penalty 3395.700335 = -3232757.784118
  nChanged 2565
		SP:Iteration 7F (38461.380000 sec): 3 clusters
  Score: Raw -3238808.037216 + Penalty 3395.700335 = -3235412.336881
  nChanged 1393
		SP:Iteration 8Q (38461.760000 sec): 3 clusters
  Score: Raw -3240222.422829 + Penalty 3395.700335 = -3236826.722494
  nChanged 440
		SP:Iteration 9Q (38462.160000 sec): 3 clusters
  Score: Raw -3240684.217149 + Penalty 3395.700335 = -3237288.516814
  nChanged 118
		SP:Iteration 10Q (38462.520000 sec): 3 clusters
  Score: Raw -3240848.391998 + Penalty 3395.700335 = -3237452.691663
  nChanged 39
		SP:Iteration 11Q (38462.840000 sec): 3 clusters
  Score: Raw -3240910.736851 + Penalty 3395.700335 = -3237515.036516
  nChanged 16
		SP:Iteration 12Q (38463.170000 sec): 3 clusters
  Score: Raw -3240942.856356 + Penalty 3395.700335 = -3237547.156021
  nChanged 7
		SP:Iteration 13Q (38463.510000 sec): 3 clusters
  Score: Raw -3240955.512740 + Penalty 3395.700335 = -3237559.812405
  nChanged 6
		SP:Iteration 14Q (38463.860000 sec): 3 clusters
  Score: Raw -3240967.538759 + Penalty 3395.700335 = -3237571.838424
  nChanged 4
		SP:Iteration 15Q (38464.250000 sec): 3 clusters
  Score: Raw -3240975.124670 + Penalty 3395.700335 = -3237579.424335
  nChanged 2
		SP:Iteration 16Q (38464.560000 sec): 3 clusters
  Score: Raw -3240977.767989 + Penalty 3395.700335 = -3237582.067654
  nChanged 1
		SP:Iteration 17Q (38464.890000 sec): 3 clusters
  Score: Raw -3240978.319009 + Penalty 3395.700335 = -3237582.618674
  nChanged 1
		SP:Iteration 18Q (38465.290000 sec): 3 clusters
  Score: Raw -3240980.326265 + Penalty 3395.700335 = -3237584.625929
  nChanged 1
		SP:Iteration 19Q (38465.590000 sec): 3 clusters
  Score: Raw -3240981.519007 + Penalty 3395.700335 = -3237585.818671
  nChanged 1
		SP:Iteration 20F (38465.950000 sec): 3 clusters
  Score: Raw -3240984.480342 + Penalty 3395.700335 = -3237588.780007
  nChanged 1
		SP:Iteration 21Q (38466.310000 sec): 3 clusters
  Score: Raw -3240986.288620 + Penalty 3395.700335 = -3237590.588285
  nChanged 0
		SP:Iteration 22F (38466.690000 sec): 3 clusters
  Score: Raw -3240986.288620 + Penalty 3395.700335 = -3237590.588285
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 63 (766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38466.890000 sec): 2 clusters
  Score: Raw -60052.034524 + Penalty 1079.192103 = -58972.842421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38467.000000 sec): 3 clusters
  Score: Raw -59847.867156 + Penalty 2158.384205 = -57689.482951
  nChanged 202
		SP:Iteration 1F (38467.170000 sec): 3 clusters
  Score: Raw -60027.335509 + Penalty 2158.384205 = -57868.951304
  nChanged 58
		SP:Iteration 2F (38467.350000 sec): 3 clusters
  Score: Raw -60088.252619 + Penalty 2158.384205 = -57929.868413
  nChanged 28
		SP:Iteration 3Q (38467.550000 sec): 3 clusters
  Score: Raw -60121.565361 + Penalty 2158.384205 = -57963.181156
  nChanged 17
		SP:Iteration 4Q (38467.740000 sec): 3 clusters
  Score: Raw -60139.383346 + Penalty 2158.384205 = -57980.999141
  nChanged 12
		SP:Iteration 5Q (38467.870000 sec): 3 clusters
  Score: Raw -60154.660459 + Penalty 2158.384205 = -57996.276254
  nChanged 8
		SP:Iteration 6Q (38468.030000 sec): 3 clusters
  Score: Raw -60164.732099 + Penalty 2158.384205 = -58006.347894
  nChanged 5
		SP:Iteration 7Q (38468.200000 sec): 3 clusters
  Score: Raw -60169.075529 + Penalty 2158.384205 = -58010.691324
  nChanged 4
		SP:Iteration 8Q (38468.440000 sec): 3 clusters
  Score: Raw -60172.761027 + Penalty 2158.384205 = -58014.376822
  nChanged 8
		SP:Iteration 9Q (38468.630000 sec): 3 clusters
  Score: Raw -60181.363369 + Penalty 2158.384205 = -58022.979163
  nChanged 6
		SP:Iteration 10Q (38468.830000 sec): 3 clusters
  Score: Raw -60186.424574 + Penalty 2158.384205 = -58028.040369
  nChanged 5
		SP:Iteration 11Q (38469.010000 sec): 3 clusters
  Score: Raw -60192.827617 + Penalty 2158.384205 = -58034.443412
  nChanged 6
		SP:Iteration 12Q (38469.220000 sec): 3 clusters
  Score: Raw -60215.693912 + Penalty 2158.384205 = -58057.309706
  nChanged 11
		SP:Iteration 13Q (38469.350000 sec): 3 clusters
  Score: Raw -60243.249303 + Penalty 2158.384205 = -58084.865098
  nChanged 13
		SP:Iteration 14Q (38469.530000 sec): 3 clusters
  Score: Raw -60267.271173 + Penalty 2158.384205 = -58108.886968
  nChanged 12
		SP:Iteration 15Q (38469.660000 sec): 3 clusters
  Score: Raw -60289.636954 + Penalty 2158.384205 = -58131.252749
  nChanged 11
		SP:Iteration 16Q (38469.790000 sec): 3 clusters
  Score: Raw -60318.057889 + Penalty 2158.384205 = -58159.673684
  nChanged 17
		SP:Iteration 17Q (38469.970000 sec): 3 clusters
  Score: Raw -60335.722499 + Penalty 2158.384205 = -58177.338293
  nChanged 7
		SP:Iteration 18Q (38470.100000 sec): 3 clusters
  Score: Raw -60341.083507 + Penalty 2158.384205 = -58182.699301
  nChanged 5
		SP:Iteration 19Q (38470.230000 sec): 3 clusters
  Score: Raw -60345.435015 + Penalty 2158.384205 = -58187.050810
  nChanged 6
		SP:Iteration 20F (38470.390000 sec): 3 clusters
  Score: Raw -60359.929220 + Penalty 2158.384205 = -58201.545015
  nChanged 10
		SP:Iteration 21Q (38470.540000 sec): 3 clusters
  Score: Raw -60405.223226 + Penalty 2158.384205 = -58246.839021
  nChanged 23
		SP:Iteration 22Q (38470.680000 sec): 3 clusters
  Score: Raw -60465.383396 + Penalty 2158.384205 = -58306.999191
  nChanged 27
		SP:Iteration 23Q (38470.870000 sec): 3 clusters
  Score: Raw -60505.924093 + Penalty 2158.384205 = -58347.539888
  nChanged 20
		SP:Iteration 24Q (38471.010000 sec): 3 clusters
  Score: Raw -60534.258249 + Penalty 2158.384205 = -58375.874044
  nChanged 17
		SP:Iteration 25Q (38471.150000 sec): 3 clusters
  Score: Raw -60557.724918 + Penalty 2158.384205 = -58399.340713
  nChanged 9
		SP:Iteration 26Q (38471.350000 sec): 3 clusters
  Score: Raw -60568.028954 + Penalty 2158.384205 = -58409.644748
  nChanged 5
		SP:Iteration 27Q (38471.530000 sec): 3 clusters
  Score: Raw -60577.335358 + Penalty 2158.384205 = -58418.951153
  nChanged 5
		SP:Iteration 28Q (38471.730000 sec): 3 clusters
  Score: Raw -60582.605243 + Penalty 2158.384205 = -58424.221038
  nChanged 7
		SP:Iteration 29Q (38471.930000 sec): 3 clusters
  Score: Raw -60590.853934 + Penalty 2158.384205 = -58432.469729
  nChanged 4
		SP:Iteration 30Q (38472.130000 sec): 3 clusters
  Score: Raw -60595.957710 + Penalty 2158.384205 = -58437.573505
  nChanged 4
		SP:Iteration 31Q (38472.300000 sec): 3 clusters
  Score: Raw -60599.992684 + Penalty 2158.384205 = -58441.608479
  nChanged 5
		SP:Iteration 32Q (38472.490000 sec): 3 clusters
  Score: Raw -60604.892430 + Penalty 2158.384205 = -58446.508225
  nChanged 1
		SP:Iteration 33Q (38472.610000 sec): 3 clusters
  Score: Raw -60606.293658 + Penalty 2158.384205 = -58447.909453
  nChanged 2
		SP:Iteration 34Q (38472.810000 sec): 3 clusters
  Score: Raw -60607.390096 + Penalty 2158.384205 = -58449.005890
  nChanged 0
		SP:Iteration 35F (38472.990000 sec): 3 clusters
  Score: Raw -60607.390096 + Penalty 2158.384205 = -58449.005890
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 64 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38473.120000 sec): 2 clusters
  Score: Raw -36967.533101 + Penalty 986.494881 = -35981.038220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38473.310000 sec): 3 clusters
  Score: Raw -36940.988599 + Penalty 1972.989762 = -34967.998837
  nChanged 78
		SP:Iteration 1F (38473.480000 sec): 3 clusters
  Score: Raw -37076.223536 + Penalty 1972.989762 = -35103.233775
  nChanged 17
		SP:Iteration 2Q (38473.650000 sec): 3 clusters
  Score: Raw -37110.692916 + Penalty 1972.989762 = -35137.703155
  nChanged 12
		SP:Iteration 3Q (38473.790000 sec): 3 clusters
  Score: Raw -37140.687700 + Penalty 1972.989762 = -35167.697938
  nChanged 9
		SP:Iteration 4Q (38473.980000 sec): 3 clusters
  Score: Raw -37163.955260 + Penalty 1972.989762 = -35190.965499
  nChanged 6
		SP:Iteration 5Q (38474.070000 sec): 3 clusters
  Score: Raw -37174.185449 + Penalty 1972.989762 = -35201.195687
  nChanged 2
		SP:Iteration 6Q (38474.230000 sec): 3 clusters
  Score: Raw -37176.096459 + Penalty 1972.989762 = -35203.106697
  nChanged 0
		SP:Iteration 7F (38474.370000 sec): 3 clusters
  Score: Raw -37176.096459 + Penalty 1972.989762 = -35203.106697
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 65 (1573 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38474.460000 sec): 2 clusters
  Score: Raw -130796.895336 + Penalty 1196.120234 = -129600.775102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38474.680000 sec): 3 clusters
  Score: Raw -130190.283572 + Penalty 2392.240468 = -127798.043103
  nChanged 524
		SP:Iteration 1F (38474.850000 sec): 3 clusters
  Score: Raw -130518.251404 + Penalty 2392.240468 = -128126.010936
  nChanged 113
		SP:Iteration 2F (38475.030000 sec): 3 clusters
  Score: Raw -130620.875640 + Penalty 2392.240468 = -128228.635171
  nChanged 73
		SP:Iteration 3Q (38475.210000 sec): 3 clusters
  Score: Raw -130670.812832 + Penalty 2392.240468 = -128278.572364
  nChanged 43
		SP:Iteration 4Q (38475.390000 sec): 3 clusters
  Score: Raw -130697.705412 + Penalty 2392.240468 = -128305.464943
  nChanged 37
		SP:Iteration 5Q (38475.550000 sec): 3 clusters
  Score: Raw -130716.266182 + Penalty 2392.240468 = -128324.025714
  nChanged 18
		SP:Iteration 6Q (38475.710000 sec): 3 clusters
  Score: Raw -130725.297609 + Penalty 2392.240468 = -128333.057140
  nChanged 12
		SP:Iteration 7Q (38475.870000 sec): 3 clusters
  Score: Raw -130730.929599 + Penalty 2392.240468 = -128338.689130
  nChanged 16
		SP:Iteration 8Q (38476.060000 sec): 3 clusters
  Score: Raw -130740.737124 + Penalty 2392.240468 = -128348.496656
  nChanged 18
		SP:Iteration 9Q (38476.290000 sec): 3 clusters
  Score: Raw -130750.787698 + Penalty 2392.240468 = -128358.547229
  nChanged 20
		SP:Iteration 10Q (38476.470000 sec): 3 clusters
  Score: Raw -130761.907939 + Penalty 2392.240468 = -128369.667470
  nChanged 21
		SP:Iteration 11Q (38476.690000 sec): 3 clusters
  Score: Raw -130775.870550 + Penalty 2392.240468 = -128383.630081
  nChanged 26
		SP:Iteration 12Q (38476.890000 sec): 3 clusters
  Score: Raw -130794.055901 + Penalty 2392.240468 = -128401.815432
  nChanged 23
		SP:Iteration 13Q (38477.090000 sec): 3 clusters
  Score: Raw -130807.341785 + Penalty 2392.240468 = -128415.101317
  nChanged 24
		SP:Iteration 14Q (38477.290000 sec): 3 clusters
  Score: Raw -130820.338514 + Penalty 2392.240468 = -128428.098046
  nChanged 15
		SP:Iteration 15Q (38477.470000 sec): 3 clusters
  Score: Raw -130828.823231 + Penalty 2392.240468 = -128436.582763
  nChanged 9
		SP:Iteration 16Q (38477.680000 sec): 3 clusters
  Score: Raw -130833.663368 + Penalty 2392.240468 = -128441.422899
  nChanged 8
		SP:Iteration 17Q (38477.830000 sec): 3 clusters
  Score: Raw -130837.426295 + Penalty 2392.240468 = -128445.185827
  nChanged 7
		SP:Iteration 18Q (38477.950000 sec): 3 clusters
  Score: Raw -130840.526719 + Penalty 2392.240468 = -128448.286250
  nChanged 11
		SP:Iteration 19Q (38478.170000 sec): 3 clusters
  Score: Raw -130846.054707 + Penalty 2392.240468 = -128453.814239
  nChanged 14
		SP:Iteration 20F (38478.380000 sec): 3 clusters
  Score: Raw -130854.908239 + Penalty 2392.240468 = -128462.667771
  nChanged 9
		SP:Iteration 21Q (38478.590000 sec): 3 clusters
  Score: Raw -130860.374225 + Penalty 2392.240468 = -128468.133757
  nChanged 9
		SP:Iteration 22Q (38478.790000 sec): 3 clusters
  Score: Raw -130865.323825 + Penalty 2392.240468 = -128473.083357
  nChanged 7
		SP:Iteration 23Q (38478.950000 sec): 3 clusters
  Score: Raw -130867.931380 + Penalty 2392.240468 = -128475.690912
  nChanged 3
		SP:Iteration 24Q (38479.090000 sec): 3 clusters
  Score: Raw -130871.571724 + Penalty 2392.240468 = -128479.331256
  nChanged 3
		SP:Iteration 25Q (38479.250000 sec): 3 clusters
  Score: Raw -130872.431414 + Penalty 2392.240468 = -128480.190945
  nChanged 1
		SP:Iteration 26Q (38479.420000 sec): 3 clusters
  Score: Raw -130872.758687 + Penalty 2392.240468 = -128480.518218
  nChanged 0
		SP:Iteration 27F (38479.550000 sec): 3 clusters
  Score: Raw -130872.758687 + Penalty 2392.240468 = -128480.518218
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 66 (450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38479.640000 sec): 2 clusters
  Score: Raw -36746.869961 + Penalty 992.752732 = -35754.117229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38479.780000 sec): 3 clusters
  Score: Raw -36706.424809 + Penalty 1985.505464 = -34720.919345
  nChanged 92
		SP:Iteration 1F (38479.970000 sec): 3 clusters
  Score: Raw -36852.887295 + Penalty 1985.505464 = -34867.381830
  nChanged 29
		SP:Iteration 2F (38480.130000 sec): 3 clusters
  Score: Raw -36905.519118 + Penalty 1985.505464 = -34920.013654
  nChanged 22
		SP:Iteration 3Q (38480.310000 sec): 3 clusters
  Score: Raw -36961.788098 + Penalty 1985.505464 = -34976.282633
  nChanged 12
		SP:Iteration 4Q (38480.470000 sec): 3 clusters
  Score: Raw -36989.214246 + Penalty 1985.505464 = -35003.708781
  nChanged 3
		SP:Iteration 5Q (38480.640000 sec): 3 clusters
  Score: Raw -36992.361164 + Penalty 1985.505464 = -35006.855700
  nChanged 1
		SP:Iteration 6Q (38480.770000 sec): 3 clusters
  Score: Raw -36995.857552 + Penalty 1985.505464 = -35010.352087
  nChanged 2
		SP:Iteration 7Q (38480.970000 sec): 3 clusters
  Score: Raw -37000.583083 + Penalty 1985.505464 = -35015.077619
  nChanged 3
		SP:Iteration 8Q (38481.120000 sec): 3 clusters
  Score: Raw -37004.428248 + Penalty 1985.505464 = -35018.922784
  nChanged 2
		SP:Iteration 9Q (38481.300000 sec): 3 clusters
  Score: Raw -37006.661431 + Penalty 1985.505464 = -35021.155967
  nChanged 0
		SP:Iteration 10F (38481.440000 sec): 3 clusters
  Score: Raw -37006.661431 + Penalty 1985.505464 = -35021.155967
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 67 (2748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38481.540000 sec): 2 clusters
  Score: Raw -225129.136048 + Penalty 1286.777156 = -223842.358892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38481.750000 sec): 3 clusters
  Score: Raw -223915.450509 + Penalty 2573.554312 = -221341.896196
  nChanged 1003
		SP:Iteration 1F (38481.970000 sec): 3 clusters
  Score: Raw -224617.943068 + Penalty 2573.554312 = -222044.388755
  nChanged 256
		SP:Iteration 2F (38482.130000 sec): 3 clusters
  Score: Raw -224889.088024 + Penalty 2573.554312 = -222315.533712
  nChanged 182
		SP:Iteration 3F (38482.320000 sec): 3 clusters
  Score: Raw -225059.804864 + Penalty 2573.554312 = -222486.250552
  nChanged 153
		SP:Iteration 4F (38482.510000 sec): 3 clusters
  Score: Raw -225210.955640 + Penalty 2573.554312 = -222637.401328
  nChanged 122
		SP:Iteration 5Q (38482.670000 sec): 3 clusters
  Score: Raw -225310.229417 + Penalty 2573.554312 = -222736.675104
  nChanged 80
		SP:Iteration 6Q (38482.930000 sec): 3 clusters
  Score: Raw -225367.634364 + Penalty 2573.554312 = -222794.080051
  nChanged 79
		SP:Iteration 7Q (38483.110000 sec): 3 clusters
  Score: Raw -225420.110206 + Penalty 2573.554312 = -222846.555894
  nChanged 59
		SP:Iteration 8Q (38483.290000 sec): 3 clusters
  Score: Raw -225465.818258 + Penalty 2573.554312 = -222892.263945
  nChanged 52
		SP:Iteration 9Q (38483.500000 sec): 3 clusters
  Score: Raw -225502.340463 + Penalty 2573.554312 = -222928.786150
  nChanged 50
		SP:Iteration 10Q (38483.700000 sec): 3 clusters
  Score: Raw -225530.211599 + Penalty 2573.554312 = -222956.657286
  nChanged 38
		SP:Iteration 11Q (38483.860000 sec): 3 clusters
  Score: Raw -225555.574909 + Penalty 2573.554312 = -222982.020597
  nChanged 36
		SP:Iteration 12Q (38484.010000 sec): 3 clusters
  Score: Raw -225582.114249 + Penalty 2573.554312 = -223008.559937
  nChanged 41
		SP:Iteration 13Q (38484.160000 sec): 3 clusters
  Score: Raw -225610.412187 + Penalty 2573.554312 = -223036.857875
  nChanged 28
		SP:Iteration 14Q (38484.320000 sec): 3 clusters
  Score: Raw -225630.392936 + Penalty 2573.554312 = -223056.838624
  nChanged 25
		SP:Iteration 15Q (38484.480000 sec): 3 clusters
  Score: Raw -225643.369471 + Penalty 2573.554312 = -223069.815159
  nChanged 17
		SP:Iteration 16Q (38484.640000 sec): 3 clusters
  Score: Raw -225652.632388 + Penalty 2573.554312 = -223079.078076
  nChanged 19
		SP:Iteration 17Q (38484.800000 sec): 3 clusters
  Score: Raw -225664.317678 + Penalty 2573.554312 = -223090.763366
  nChanged 17
		SP:Iteration 18Q (38484.950000 sec): 3 clusters
  Score: Raw -225670.347932 + Penalty 2573.554312 = -223096.793620
  nChanged 10
		SP:Iteration 19Q (38485.110000 sec): 3 clusters
  Score: Raw -225673.013006 + Penalty 2573.554312 = -223099.458694
  nChanged 3
		SP:Iteration 20F (38485.270000 sec): 3 clusters
  Score: Raw -225675.500379 + Penalty 2573.554312 = -223101.946066
  nChanged 9
		SP:Iteration 21Q (38485.430000 sec): 3 clusters
  Score: Raw -225681.217392 + Penalty 2573.554312 = -223107.663080
  nChanged 11
		SP:Iteration 22Q (38485.580000 sec): 3 clusters
  Score: Raw -225686.235924 + Penalty 2573.554312 = -223112.681611
  nChanged 4
		SP:Iteration 23Q (38485.740000 sec): 3 clusters
  Score: Raw -225687.370605 + Penalty 2573.554312 = -223113.816293
  nChanged 3
		SP:Iteration 24Q (38485.900000 sec): 3 clusters
  Score: Raw -225688.355447 + Penalty 2573.554312 = -223114.801135
  nChanged 3
		SP:Iteration 25Q (38486.060000 sec): 3 clusters
  Score: Raw -225688.798594 + Penalty 2573.554312 = -223115.244282
  nChanged 1
		SP:Iteration 26Q (38486.210000 sec): 3 clusters
  Score: Raw -225689.082937 + Penalty 2573.554312 = -223115.528624
  nChanged 2
		SP:Iteration 27Q (38486.370000 sec): 3 clusters
  Score: Raw -225689.763410 + Penalty 2573.554312 = -223116.209098
  nChanged 1
		SP:Iteration 28Q (38486.530000 sec): 3 clusters
  Score: Raw -225689.928875 + Penalty 2573.554312 = -223116.374562
  nChanged 0
		SP:Iteration 29F (38486.680000 sec): 3 clusters
  Score: Raw -225689.928875 + Penalty 2573.554312 = -223116.374562
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 68 (5570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38486.770000 sec): 2 clusters
  Score: Raw -462072.350566 + Penalty 1401.586929 = -460670.763637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38486.970000 sec): 3 clusters
  Score: Raw -459121.283153 + Penalty 2803.173858 = -456318.109295
  nChanged 2312
		SP:Iteration 1F (38487.120000 sec): 3 clusters
  Score: Raw -460447.503030 + Penalty 2803.173858 = -457644.329172
  nChanged 400
		SP:Iteration 2F (38487.260000 sec): 3 clusters
  Score: Raw -460683.654254 + Penalty 2803.173858 = -457880.480396
  nChanged 329
		SP:Iteration 3F (38487.400000 sec): 3 clusters
  Score: Raw -460879.356578 + Penalty 2803.173858 = -458076.182719
  nChanged 283
		SP:Iteration 4F (38487.540000 sec): 3 clusters
  Score: Raw -461046.910349 + Penalty 2803.173858 = -458243.736491
  nChanged 247
		SP:Iteration 5Q (38487.680000 sec): 3 clusters
  Score: Raw -461204.938180 + Penalty 2803.173858 = -458401.764322
  nChanged 245
		SP:Iteration 6Q (38487.820000 sec): 3 clusters
  Score: Raw -461374.236869 + Penalty 2803.173858 = -458571.063010
  nChanged 248
		SP:Iteration 7Q (38487.960000 sec): 3 clusters
  Score: Raw -461555.011887 + Penalty 2803.173858 = -458751.838029
  nChanged 219
		SP:Iteration 8Q (38488.100000 sec): 3 clusters
  Score: Raw -461729.563886 + Penalty 2803.173858 = -458926.390028
  nChanged 235
		SP:Iteration 9Q (38488.240000 sec): 3 clusters
  Score: Raw -461945.942135 + Penalty 2803.173858 = -459142.768277
  nChanged 215
		SP:Iteration 10Q (38488.380000 sec): 3 clusters
  Score: Raw -462152.045764 + Penalty 2803.173858 = -459348.871906
  nChanged 183
		SP:Iteration 11Q (38488.520000 sec): 3 clusters
  Score: Raw -462361.985250 + Penalty 2803.173858 = -459558.811392
  nChanged 168
		SP:Iteration 12Q (38488.660000 sec): 3 clusters
  Score: Raw -462558.213412 + Penalty 2803.173858 = -459755.039553
  nChanged 133
		SP:Iteration 13Q (38488.800000 sec): 3 clusters
  Score: Raw -462692.153110 + Penalty 2803.173858 = -459888.979252
  nChanged 100
		SP:Iteration 14Q (38488.930000 sec): 3 clusters
  Score: Raw -462786.113390 + Penalty 2803.173858 = -459982.939532
  nChanged 71
		SP:Iteration 15Q (38489.070000 sec): 3 clusters
  Score: Raw -462852.985806 + Penalty 2803.173858 = -460049.811948
  nChanged 65
		SP:Iteration 16Q (38489.210000 sec): 3 clusters
  Score: Raw -462926.323143 + Penalty 2803.173858 = -460123.149285
  nChanged 54
		SP:Iteration 17Q (38489.350000 sec): 3 clusters
  Score: Raw -463006.299012 + Penalty 2803.173858 = -460203.125154
  nChanged 39
		SP:Iteration 18Q (38489.490000 sec): 3 clusters
  Score: Raw -463057.617085 + Penalty 2803.173858 = -460254.443227
  nChanged 26
		SP:Iteration 19Q (38489.630000 sec): 3 clusters
  Score: Raw -463101.889204 + Penalty 2803.173858 = -460298.715346
  nChanged 25
		SP:Iteration 20F (38489.770000 sec): 3 clusters
  Score: Raw -463155.748817 + Penalty 2803.173858 = -460352.574959
  nChanged 17
		SP:Iteration 21Q (38489.910000 sec): 3 clusters
  Score: Raw -463185.330391 + Penalty 2803.173858 = -460382.156533
  nChanged 12
		SP:Iteration 22Q (38490.040000 sec): 3 clusters
  Score: Raw -463197.919489 + Penalty 2803.173858 = -460394.745630
  nChanged 9
		SP:Iteration 23Q (38490.180000 sec): 3 clusters
  Score: Raw -463207.764966 + Penalty 2803.173858 = -460404.591108
  nChanged 11
		SP:Iteration 24Q (38490.360000 sec): 3 clusters
  Score: Raw -463220.462412 + Penalty 2803.173858 = -460417.288554
  nChanged 6
		SP:Iteration 25Q (38490.500000 sec): 3 clusters
  Score: Raw -463225.067334 + Penalty 2803.173858 = -460421.893476
  nChanged 2
		SP:Iteration 26Q (38490.640000 sec): 3 clusters
  Score: Raw -463226.453488 + Penalty 2803.173858 = -460423.279630
  nChanged 2
		SP:Iteration 27Q (38490.780000 sec): 3 clusters
  Score: Raw -463227.830763 + Penalty 2803.173858 = -460424.656905
  nChanged 2
		SP:Iteration 28Q (38490.920000 sec): 3 clusters
  Score: Raw -463229.676039 + Penalty 2803.173858 = -460426.502181
  nChanged 4
		SP:Iteration 29Q (38491.120000 sec): 3 clusters
  Score: Raw -463232.648072 + Penalty 2803.173858 = -460429.474214
  nChanged 3
		SP:Iteration 30Q (38491.280000 sec): 3 clusters
  Score: Raw -463235.862973 + Penalty 2803.173858 = -460432.689115
  nChanged 3
		SP:Iteration 31Q (38491.440000 sec): 3 clusters
  Score: Raw -463239.489363 + Penalty 2803.173858 = -460436.315505
  nChanged 5
		SP:Iteration 32Q (38491.600000 sec): 3 clusters
  Score: Raw -463250.274555 + Penalty 2803.173858 = -460447.100697
  nChanged 9
		SP:Iteration 33Q (38491.780000 sec): 3 clusters
  Score: Raw -463267.204323 + Penalty 2803.173858 = -460464.030464
  nChanged 8
		SP:Iteration 34Q (38491.950000 sec): 3 clusters
  Score: Raw -463279.451418 + Penalty 2803.173858 = -460476.277560
  nChanged 8
		SP:Iteration 35Q (38492.140000 sec): 3 clusters
  Score: Raw -463297.029341 + Penalty 2803.173858 = -460493.855483
  nChanged 6
		SP:Iteration 36Q (38492.340000 sec): 3 clusters
  Score: Raw -463304.504056 + Penalty 2803.173858 = -460501.330198
  nChanged 3
		SP:Iteration 37Q (38492.490000 sec): 3 clusters
  Score: Raw -463306.684889 + Penalty 2803.173858 = -460503.511031
  nChanged 2
		SP:Iteration 38Q (38492.650000 sec): 3 clusters
  Score: Raw -463308.320844 + Penalty 2803.173858 = -460505.146986
  nChanged 2
		SP:Iteration 39Q (38492.860000 sec): 3 clusters
  Score: Raw -463310.300726 + Penalty 2803.173858 = -460507.126868
  nChanged 0
		SP:Iteration 40F (38493.000000 sec): 3 clusters
  Score: Raw -463310.300726 + Penalty 2803.173858 = -460507.126868
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 69 (2969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38493.100000 sec): 2 clusters
  Score: Raw -231627.075175 + Penalty 1299.346827 = -230327.728348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38493.280000 sec): 3 clusters
  Score: Raw -230223.422872 + Penalty 2598.693654 = -227624.729217
  nChanged 1140
		SP:Iteration 1F (38493.440000 sec): 3 clusters
  Score: Raw -230930.083625 + Penalty 2598.693654 = -228331.389971
  nChanged 223
		SP:Iteration 2F (38493.600000 sec): 3 clusters
  Score: Raw -231074.447799 + Penalty 2598.693654 = -228475.754145
  nChanged 169
		SP:Iteration 3F (38493.760000 sec): 3 clusters
  Score: Raw -231178.155585 + Penalty 2598.693654 = -228579.461931
  nChanged 116
		SP:Iteration 4Q (38493.920000 sec): 3 clusters
  Score: Raw -231256.438764 + Penalty 2598.693654 = -228657.745110
  nChanged 93
		SP:Iteration 5Q (38494.080000 sec): 3 clusters
  Score: Raw -231310.118438 + Penalty 2598.693654 = -228711.424783
  nChanged 84
		SP:Iteration 6Q (38494.240000 sec): 3 clusters
  Score: Raw -231364.740348 + Penalty 2598.693654 = -228766.046694
  nChanged 89
		SP:Iteration 7Q (38494.400000 sec): 3 clusters
  Score: Raw -231413.764694 + Penalty 2598.693654 = -228815.071040
  nChanged 67
		SP:Iteration 8Q (38494.560000 sec): 3 clusters
  Score: Raw -231445.181278 + Penalty 2598.693654 = -228846.487624
  nChanged 50
		SP:Iteration 9Q (38494.720000 sec): 3 clusters
  Score: Raw -231470.176547 + Penalty 2598.693654 = -228871.482893
  nChanged 47
		SP:Iteration 10Q (38494.880000 sec): 3 clusters
  Score: Raw -231492.109467 + Penalty 2598.693654 = -228893.415812
  nChanged 43
		SP:Iteration 11Q (38495.040000 sec): 3 clusters
  Score: Raw -231509.749893 + Penalty 2598.693654 = -228911.056238
  nChanged 33
		SP:Iteration 12Q (38495.200000 sec): 3 clusters
  Score: Raw -231520.745424 + Penalty 2598.693654 = -228922.051769
  nChanged 22
		SP:Iteration 13Q (38495.360000 sec): 3 clusters
  Score: Raw -231527.958596 + Penalty 2598.693654 = -228929.264942
  nChanged 21
		SP:Iteration 14Q (38495.520000 sec): 3 clusters
  Score: Raw -231539.497841 + Penalty 2598.693654 = -228940.804186
  nChanged 20
		SP:Iteration 15Q (38495.680000 sec): 3 clusters
  Score: Raw -231548.939260 + Penalty 2598.693654 = -228950.245606
  nChanged 13
		SP:Iteration 16Q (38495.840000 sec): 3 clusters
  Score: Raw -231555.587581 + Penalty 2598.693654 = -228956.893927
  nChanged 13
		SP:Iteration 17Q (38496.000000 sec): 3 clusters
  Score: Raw -231560.647164 + Penalty 2598.693654 = -228961.953510
  nChanged 11
		SP:Iteration 18Q (38496.160000 sec): 3 clusters
  Score: Raw -231564.873121 + Penalty 2598.693654 = -228966.179467
  nChanged 5
		SP:Iteration 19Q (38496.320000 sec): 3 clusters
  Score: Raw -231566.737394 + Penalty 2598.693654 = -228968.043740
  nChanged 6
		SP:Iteration 20F (38496.480000 sec): 3 clusters
  Score: Raw -231569.201447 + Penalty 2598.693654 = -228970.507792
  nChanged 8
		SP:Iteration 21Q (38496.640000 sec): 3 clusters
  Score: Raw -231573.193312 + Penalty 2598.693654 = -228974.499657
  nChanged 10
		SP:Iteration 22Q (38496.800000 sec): 3 clusters
  Score: Raw -231577.240236 + Penalty 2598.693654 = -228978.546582
  nChanged 5
		SP:Iteration 23Q (38496.960000 sec): 3 clusters
  Score: Raw -231579.470248 + Penalty 2598.693654 = -228980.776594
  nChanged 6
		SP:Iteration 24Q (38497.120000 sec): 3 clusters
  Score: Raw -231581.839489 + Penalty 2598.693654 = -228983.145835
  nChanged 6
		SP:Iteration 25Q (38497.280000 sec): 3 clusters
  Score: Raw -231583.658407 + Penalty 2598.693654 = -228984.964753
  nChanged 3
		SP:Iteration 26Q (38497.440000 sec): 3 clusters
  Score: Raw -231585.210234 + Penalty 2598.693654 = -228986.516580
  nChanged 7
		SP:Iteration 27Q (38497.600000 sec): 3 clusters
  Score: Raw -231587.590120 + Penalty 2598.693654 = -228988.896466
  nChanged 4
		SP:Iteration 28Q (38497.760000 sec): 3 clusters
  Score: Raw -231589.005688 + Penalty 2598.693654 = -228990.312034
  nChanged 5
		SP:Iteration 29Q (38497.920000 sec): 3 clusters
  Score: Raw -231590.298374 + Penalty 2598.693654 = -228991.604720
  nChanged 3
		SP:Iteration 30Q (38498.080000 sec): 3 clusters
  Score: Raw -231591.731678 + Penalty 2598.693654 = -228993.038024
  nChanged 4
		SP:Iteration 31Q (38498.240000 sec): 3 clusters
  Score: Raw -231592.767027 + Penalty 2598.693654 = -228994.073373
  nChanged 2
		SP:Iteration 32Q (38498.400000 sec): 3 clusters
  Score: Raw -231593.385476 + Penalty 2598.693654 = -228994.691821
  nChanged 1
		SP:Iteration 33Q (38498.630000 sec): 3 clusters
  Score: Raw -231593.580637 + Penalty 2598.693654 = -228994.886983
  nChanged 2
		SP:Iteration 34Q (38498.860000 sec): 3 clusters
  Score: Raw -231594.061516 + Penalty 2598.693654 = -228995.367862
  nChanged 1
		SP:Iteration 35Q (38499.050000 sec): 3 clusters
  Score: Raw -231595.826368 + Penalty 2598.693654 = -228997.132713
  nChanged 3
		SP:Iteration 36Q (38499.250000 sec): 3 clusters
  Score: Raw -231596.405578 + Penalty 2598.693654 = -228997.711924
  nChanged 4
		SP:Iteration 37Q (38499.400000 sec): 3 clusters
  Score: Raw -231597.559273 + Penalty 2598.693654 = -228998.865619
  nChanged 3
		SP:Iteration 38Q (38499.620000 sec): 3 clusters
  Score: Raw -231598.326871 + Penalty 2598.693654 = -228999.633217
  nChanged 2
		SP:Iteration 39Q (38499.790000 sec): 3 clusters
  Score: Raw -231599.062548 + Penalty 2598.693654 = -229000.368894
  nChanged 0
		SP:Iteration 40F (38499.930000 sec): 3 clusters
  Score: Raw -231599.062548 + Penalty 2598.693654 = -229000.368894
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 70 (8534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38500.100000 sec): 2 clusters
  Score: Raw -685910.503812 + Penalty 1470.919688 = -684439.584125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38500.310000 sec): 3 clusters
  Score: Raw -681205.980653 + Penalty 2941.839376 = -678264.141277
  nChanged 3596
		SP:Iteration 1F (38500.490000 sec): 3 clusters
  Score: Raw -683266.294232 + Penalty 2941.839376 = -680324.454856
  nChanged 563
		SP:Iteration 2F (38500.760000 sec): 3 clusters
  Score: Raw -683525.680240 + Penalty 2941.839376 = -680583.840864
  nChanged 428
		SP:Iteration 3F (38500.970000 sec): 3 clusters
  Score: Raw -683721.402383 + Penalty 2941.839376 = -680779.563008
  nChanged 355
		SP:Iteration 4Q (38501.160000 sec): 3 clusters
  Score: Raw -683881.814786 + Penalty 2941.839376 = -680939.975410
  nChanged 345
		SP:Iteration 5Q (38501.420000 sec): 3 clusters
  Score: Raw -684043.233843 + Penalty 2941.839376 = -681101.394467
  nChanged 331
		SP:Iteration 6Q (38501.640000 sec): 3 clusters
  Score: Raw -684201.053023 + Penalty 2941.839376 = -681259.213647
  nChanged 357
		SP:Iteration 7Q (38501.920000 sec): 3 clusters
  Score: Raw -684403.413703 + Penalty 2941.839376 = -681461.574327
  nChanged 404
		SP:Iteration 8Q (38502.120000 sec): 3 clusters
  Score: Raw -684650.169163 + Penalty 2941.839376 = -681708.329787
  nChanged 423
		SP:Iteration 9Q (38502.360000 sec): 3 clusters
  Score: Raw -684926.921890 + Penalty 2941.839376 = -681985.082515
  nChanged 404
		SP:Iteration 10Q (38502.580000 sec): 3 clusters
  Score: Raw -685207.943165 + Penalty 2941.839376 = -682266.103789
  nChanged 365
		SP:Iteration 11Q (38502.770000 sec): 3 clusters
  Score: Raw -685450.106518 + Penalty 2941.839376 = -682508.267142
  nChanged 310
		SP:Iteration 12Q (38503.030000 sec): 3 clusters
  Score: Raw -685664.216478 + Penalty 2941.839376 = -682722.377103
  nChanged 251
		SP:Iteration 13Q (38503.260000 sec): 3 clusters
  Score: Raw -685826.922943 + Penalty 2941.839376 = -682885.083567
  nChanged 217
		SP:Iteration 14Q (38503.500000 sec): 3 clusters
  Score: Raw -685992.023136 + Penalty 2941.839376 = -683050.183760
  nChanged 175
		SP:Iteration 15Q (38503.710000 sec): 3 clusters
  Score: Raw -686138.268298 + Penalty 2941.839376 = -683196.428922
  nChanged 141
		SP:Iteration 16Q (38503.980000 sec): 3 clusters
  Score: Raw -686258.973001 + Penalty 2941.839376 = -683317.133625
  nChanged 97
		SP:Iteration 17Q (38504.210000 sec): 3 clusters
  Score: Raw -686339.335942 + Penalty 2941.839376 = -683397.496566
  nChanged 68
		SP:Iteration 18Q (38504.430000 sec): 3 clusters
  Score: Raw -686391.657769 + Penalty 2941.839376 = -683449.818393
  nChanged 49
		SP:Iteration 19Q (38504.680000 sec): 3 clusters
  Score: Raw -686418.391206 + Penalty 2941.839376 = -683476.551830
  nChanged 34
		SP:Iteration 20F (38504.910000 sec): 3 clusters
  Score: Raw -686440.198612 + Penalty 2941.839376 = -683498.359236
  nChanged 30
		SP:Iteration 21Q (38505.120000 sec): 3 clusters
  Score: Raw -686456.164806 + Penalty 2941.839376 = -683514.325430
  nChanged 18
		SP:Iteration 22Q (38505.360000 sec): 3 clusters
  Score: Raw -686465.155010 + Penalty 2941.839376 = -683523.315635
  nChanged 16
		SP:Iteration 23Q (38505.570000 sec): 3 clusters
  Score: Raw -686472.307081 + Penalty 2941.839376 = -683530.467705
  nChanged 14
		SP:Iteration 24Q (38505.760000 sec): 3 clusters
  Score: Raw -686481.139631 + Penalty 2941.839376 = -683539.300256
  nChanged 15
		SP:Iteration 25Q (38505.990000 sec): 3 clusters
  Score: Raw -686488.285259 + Penalty 2941.839376 = -683546.445884
  nChanged 11
		SP:Iteration 26Q (38506.150000 sec): 3 clusters
  Score: Raw -686493.294024 + Penalty 2941.839376 = -683551.454648
  nChanged 4
		SP:Iteration 27Q (38506.390000 sec): 3 clusters
  Score: Raw -686494.653249 + Penalty 2941.839376 = -683552.813873
  nChanged 3
		SP:Iteration 28Q (38506.590000 sec): 3 clusters
  Score: Raw -686495.703950 + Penalty 2941.839376 = -683553.864575
  nChanged 0
		SP:Iteration 29F (38506.830000 sec): 3 clusters
  Score: Raw -686495.703950 + Penalty 2941.839376 = -683553.864575
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 71 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38506.950000 sec): 2 clusters
  Score: Raw -22520.273555 + Penalty 896.586096 = -21623.687460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38507.120000 sec): 3 clusters
  Score: Raw -22557.610346 + Penalty 1793.172191 = -20764.438155
  nChanged 27
		SP:Iteration 1F (38507.290000 sec): 3 clusters
  Score: Raw -22631.232000 + Penalty 1793.172191 = -20838.059809
  nChanged 12
		SP:Iteration 2Q (38507.460000 sec): 3 clusters
  Score: Raw -22669.502814 + Penalty 1793.172191 = -20876.330623
  nChanged 6
		SP:Iteration 3Q (38507.660000 sec): 3 clusters
  Score: Raw -22691.153207 + Penalty 1793.172191 = -20897.981016
  nChanged 2
		SP:Iteration 4Q (38507.790000 sec): 3 clusters
  Score: Raw -22694.601295 + Penalty 1793.172191 = -20901.429103
  nChanged 0
		SP:Iteration 5F (38507.950000 sec): 3 clusters
  Score: Raw -22694.601295 + Penalty 1793.172191 = -20901.429103
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 72 (2820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38508.090000 sec): 2 clusters
  Score: Raw -229022.632759 + Penalty 1290.979977 = -227731.652783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38508.300000 sec): 3 clusters
  Score: Raw -227740.083448 + Penalty 2581.959953 = -225158.123495
  nChanged 1082
		SP:Iteration 1F (38508.520000 sec): 3 clusters
  Score: Raw -228676.522681 + Penalty 2581.959953 = -226094.562728
  nChanged 308
		SP:Iteration 2F (38508.690000 sec): 3 clusters
  Score: Raw -229028.220427 + Penalty 2581.959953 = -226446.260474
  nChanged 254
		SP:Iteration 3F (38508.880000 sec): 3 clusters
  Score: Raw -229317.722588 + Penalty 2581.959953 = -226735.762634
  nChanged 191
		SP:Iteration 4F (38509.060000 sec): 3 clusters
  Score: Raw -229493.926975 + Penalty 2581.959953 = -226911.967022
  nChanged 139
		SP:Iteration 5Q (38509.250000 sec): 3 clusters
  Score: Raw -229638.730702 + Penalty 2581.959953 = -227056.770749
  nChanged 107
		SP:Iteration 6Q (38509.450000 sec): 3 clusters
  Score: Raw -229736.531985 + Penalty 2581.959953 = -227154.572032
  nChanged 59
		SP:Iteration 7Q (38509.620000 sec): 3 clusters
  Score: Raw -229775.462109 + Penalty 2581.959953 = -227193.502156
  nChanged 43
		SP:Iteration 8Q (38509.790000 sec): 3 clusters
  Score: Raw -229803.023472 + Penalty 2581.959953 = -227221.063519
  nChanged 30
		SP:Iteration 9Q (38509.960000 sec): 3 clusters
  Score: Raw -229815.074456 + Penalty 2581.959953 = -227233.114503
  nChanged 15
		SP:Iteration 10Q (38510.110000 sec): 3 clusters
  Score: Raw -229823.155162 + Penalty 2581.959953 = -227241.195209
  nChanged 17
		SP:Iteration 11Q (38510.340000 sec): 3 clusters
  Score: Raw -229832.573230 + Penalty 2581.959953 = -227250.613277
  nChanged 11
		SP:Iteration 12Q (38510.540000 sec): 3 clusters
  Score: Raw -229837.276804 + Penalty 2581.959953 = -227255.316850
  nChanged 8
		SP:Iteration 13Q (38510.740000 sec): 3 clusters
  Score: Raw -229840.160836 + Penalty 2581.959953 = -227258.200882
  nChanged 5
		SP:Iteration 14Q (38510.950000 sec): 3 clusters
  Score: Raw -229842.083775 + Penalty 2581.959953 = -227260.123822
  nChanged 3
		SP:Iteration 15Q (38511.110000 sec): 3 clusters
  Score: Raw -229843.708294 + Penalty 2581.959953 = -227261.748341
  nChanged 2
		SP:Iteration 16Q (38511.300000 sec): 3 clusters
  Score: Raw -229844.330652 + Penalty 2581.959953 = -227262.370698
  nChanged 3
		SP:Iteration 17Q (38511.450000 sec): 3 clusters
  Score: Raw -229845.477822 + Penalty 2581.959953 = -227263.517869
  nChanged 2
		SP:Iteration 18Q (38511.620000 sec): 3 clusters
  Score: Raw -229846.101987 + Penalty 2581.959953 = -227264.142034
  nChanged 1
		SP:Iteration 19Q (38511.810000 sec): 3 clusters
  Score: Raw -229846.191071 + Penalty 2581.959953 = -227264.231117
  nChanged 0
		SP:Iteration 20F (38511.970000 sec): 3 clusters
  Score: Raw -229846.191071 + Penalty 2581.959953 = -227264.231117
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 73 (7969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38512.150000 sec): 2 clusters
  Score: Raw -667654.030666 + Penalty 1459.788573 = -666194.242093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38512.390000 sec): 3 clusters
  Score: Raw -663293.788222 + Penalty 2919.577145 = -660374.211076
  nChanged 3382
		SP:Iteration 1F (38512.580000 sec): 3 clusters
  Score: Raw -665269.788677 + Penalty 2919.577145 = -662350.211531
  nChanged 534
		SP:Iteration 2F (38512.860000 sec): 3 clusters
  Score: Raw -665527.709839 + Penalty 2919.577145 = -662608.132694
  nChanged 414
		SP:Iteration 3F (38513.090000 sec): 3 clusters
  Score: Raw -665732.191251 + Penalty 2919.577145 = -662812.614106
  nChanged 368
		SP:Iteration 4Q (38513.270000 sec): 3 clusters
  Score: Raw -665909.290453 + Penalty 2919.577145 = -662989.713308
  nChanged 337
		SP:Iteration 5Q (38513.490000 sec): 3 clusters
  Score: Raw -666073.076903 + Penalty 2919.577145 = -663153.499758
  nChanged 356
		SP:Iteration 6Q (38513.720000 sec): 3 clusters
  Score: Raw -666276.796420 + Penalty 2919.577145 = -663357.219275
  nChanged 389
		SP:Iteration 7Q (38513.970000 sec): 3 clusters
  Score: Raw -666522.515819 + Penalty 2919.577145 = -663602.938674
  nChanged 406
		SP:Iteration 8F (38514.210000 sec): 3 clusters
  Score: Raw -666784.385840 + Penalty 2919.577145 = -663864.808694
  nChanged 389
		SP:Iteration 9Q (38514.430000 sec): 3 clusters
  Score: Raw -667068.234148 + Penalty 2919.577145 = -664148.657003
  nChanged 402
		SP:Iteration 10F (38514.670000 sec): 3 clusters
  Score: Raw -667376.331095 + Penalty 2919.577145 = -664456.753949
  nChanged 391
		SP:Iteration 11Q (38514.910000 sec): 3 clusters
  Score: Raw -667672.167207 + Penalty 2919.577145 = -664752.590062
  nChanged 318
		SP:Iteration 12Q (38515.130000 sec): 3 clusters
  Score: Raw -667890.164292 + Penalty 2919.577145 = -664970.587147
  nChanged 220
		SP:Iteration 13Q (38515.390000 sec): 3 clusters
  Score: Raw -668022.333807 + Penalty 2919.577145 = -665102.756662
  nChanged 174
		SP:Iteration 14Q (38515.620000 sec): 3 clusters
  Score: Raw -668118.733246 + Penalty 2919.577145 = -665199.156101
  nChanged 133
		SP:Iteration 15Q (38515.850000 sec): 3 clusters
  Score: Raw -668180.537969 + Penalty 2919.577145 = -665260.960824
  nChanged 90
		SP:Iteration 16Q (38516.090000 sec): 3 clusters
  Score: Raw -668217.343822 + Penalty 2919.577145 = -665297.766677
  nChanged 84
		SP:Iteration 17Q (38516.310000 sec): 3 clusters
  Score: Raw -668260.877739 + Penalty 2919.577145 = -665341.300594
  nChanged 85
		SP:Iteration 18Q (38516.520000 sec): 3 clusters
  Score: Raw -668303.295275 + Penalty 2919.577145 = -665383.718130
  nChanged 69
		SP:Iteration 19Q (38516.820000 sec): 3 clusters
  Score: Raw -668342.983729 + Penalty 2919.577145 = -665423.406584
  nChanged 52
		SP:Iteration 20F (38516.980000 sec): 3 clusters
  Score: Raw -668373.040548 + Penalty 2919.577145 = -665453.463403
  nChanged 43
		SP:Iteration 21Q (38517.160000 sec): 3 clusters
  Score: Raw -668395.767360 + Penalty 2919.577145 = -665476.190215
  nChanged 39
		SP:Iteration 22Q (38517.360000 sec): 3 clusters
  Score: Raw -668412.807958 + Penalty 2919.577145 = -665493.230813
  nChanged 25
		SP:Iteration 23Q (38517.590000 sec): 3 clusters
  Score: Raw -668418.744222 + Penalty 2919.577145 = -665499.167077
  nChanged 11
		SP:Iteration 24Q (38517.760000 sec): 3 clusters
  Score: Raw -668421.969304 + Penalty 2919.577145 = -665502.392159
  nChanged 10
		SP:Iteration 25Q (38517.990000 sec): 3 clusters
  Score: Raw -668425.179847 + Penalty 2919.577145 = -665505.602702
  nChanged 9
		SP:Iteration 26Q (38518.170000 sec): 3 clusters
  Score: Raw -668427.418206 + Penalty 2919.577145 = -665507.841060
  nChanged 8
		SP:Iteration 27Q (38518.340000 sec): 3 clusters
  Score: Raw -668429.594938 + Penalty 2919.577145 = -665510.017792
  nChanged 4
		SP:Iteration 28Q (38518.490000 sec): 3 clusters
  Score: Raw -668430.489885 + Penalty 2919.577145 = -665510.912740
  nChanged 3
		SP:Iteration 29Q (38518.730000 sec): 3 clusters
  Score: Raw -668430.998049 + Penalty 2919.577145 = -665511.420904
  nChanged 2
		SP:Iteration 30Q (38518.920000 sec): 3 clusters
  Score: Raw -668431.223622 + Penalty 2919.577145 = -665511.646476
  nChanged 1
		SP:Iteration 31Q (38519.140000 sec): 3 clusters
  Score: Raw -668431.559604 + Penalty 2919.577145 = -665511.982459
  nChanged 2
		SP:Iteration 32Q (38519.360000 sec): 3 clusters
  Score: Raw -668432.102765 + Penalty 2919.577145 = -665512.525620
  nChanged 2
		SP:Iteration 33Q (38519.610000 sec): 3 clusters
  Score: Raw -668432.414335 + Penalty 2919.577145 = -665512.837189
  nChanged 1
		SP:Iteration 34Q (38519.810000 sec): 3 clusters
  Score: Raw -668432.818237 + Penalty 2919.577145 = -665513.241092
  nChanged 0
		SP:Iteration 35F (38520.100000 sec): 3 clusters
  Score: Raw -668432.818237 + Penalty 2919.577145 = -665513.241092
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 74 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38520.230000 sec): 2 clusters
  Score: Raw -37802.525888 + Penalty 998.778504 = -36803.747384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38520.410000 sec): 3 clusters
  Score: Raw -37776.495076 + Penalty 1997.557009 = -35778.938067
  nChanged 101
		SP:Iteration 1F (38520.590000 sec): 3 clusters
  Score: Raw -37931.969424 + Penalty 1997.557009 = -35934.412415
  nChanged 19
		SP:Iteration 2Q (38520.780000 sec): 3 clusters
  Score: Raw -37968.709819 + Penalty 1997.557009 = -35971.152810
  nChanged 9
		SP:Iteration 3Q (38520.880000 sec): 3 clusters
  Score: Raw -37986.378000 + Penalty 1997.557009 = -35988.820991
  nChanged 6
		SP:Iteration 4Q (38521.020000 sec): 3 clusters
  Score: Raw -37998.848411 + Penalty 1997.557009 = -36001.291402
  nChanged 4
		SP:Iteration 5Q (38521.150000 sec): 3 clusters
  Score: Raw -38007.401625 + Penalty 1997.557009 = -36009.844617
  nChanged 3
		SP:Iteration 6Q (38521.280000 sec): 3 clusters
  Score: Raw -38013.024666 + Penalty 1997.557009 = -36015.467657
  nChanged 4
		SP:Iteration 7Q (38521.440000 sec): 3 clusters
  Score: Raw -38027.929461 + Penalty 1997.557009 = -36030.372452
  nChanged 4
		SP:Iteration 8Q (38521.580000 sec): 3 clusters
  Score: Raw -38033.910242 + Penalty 1997.557009 = -36036.353233
  nChanged 4
		SP:Iteration 9Q (38521.710000 sec): 3 clusters
  Score: Raw -38037.480720 + Penalty 1997.557009 = -36039.923711
  nChanged 0
		SP:Iteration 10F (38521.880000 sec): 3 clusters
  Score: Raw -38037.480720 + Penalty 1997.557009 = -36039.923711
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 75 (921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38522.000000 sec): 2 clusters
  Score: Raw -77158.401394 + Penalty 1109.137256 = -76049.264138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38522.190000 sec): 3 clusters
  Score: Raw -76864.202672 + Penalty 2218.274512 = -74645.928161
  nChanged 259
		SP:Iteration 1F (38522.410000 sec): 3 clusters
  Score: Raw -77115.460819 + Penalty 2218.274512 = -74897.186308
  nChanged 66
		SP:Iteration 2F (38522.580000 sec): 3 clusters
  Score: Raw -77202.731629 + Penalty 2218.274512 = -74984.457118
  nChanged 47
		SP:Iteration 3F (38522.700000 sec): 3 clusters
  Score: Raw -77250.433158 + Penalty 2218.274512 = -75032.158646
  nChanged 29
		SP:Iteration 4Q (38522.890000 sec): 3 clusters
  Score: Raw -77280.893092 + Penalty 2218.274512 = -75062.618580
  nChanged 20
		SP:Iteration 5Q (38523.070000 sec): 3 clusters
  Score: Raw -77309.198818 + Penalty 2218.274512 = -75090.924306
  nChanged 17
		SP:Iteration 6Q (38523.200000 sec): 3 clusters
  Score: Raw -77327.244001 + Penalty 2218.274512 = -75108.969489
  nChanged 8
		SP:Iteration 7Q (38523.400000 sec): 3 clusters
  Score: Raw -77336.588926 + Penalty 2218.274512 = -75118.314414
  nChanged 6
		SP:Iteration 8Q (38523.600000 sec): 3 clusters
  Score: Raw -77341.704027 + Penalty 2218.274512 = -75123.429515
  nChanged 6
		SP:Iteration 9Q (38523.760000 sec): 3 clusters
  Score: Raw -77349.274783 + Penalty 2218.274512 = -75131.000271
  nChanged 5
		SP:Iteration 10Q (38524.010000 sec): 3 clusters
  Score: Raw -77354.524318 + Penalty 2218.274512 = -75136.249806
  nChanged 5
		SP:Iteration 11Q (38524.200000 sec): 3 clusters
  Score: Raw -77359.291326 + Penalty 2218.274512 = -75141.016814
  nChanged 5
		SP:Iteration 12Q (38524.350000 sec): 3 clusters
  Score: Raw -77362.549410 + Penalty 2218.274512 = -75144.274898
  nChanged 3
		SP:Iteration 13Q (38524.530000 sec): 3 clusters
  Score: Raw -77364.542727 + Penalty 2218.274512 = -75146.268215
  nChanged 0
		SP:Iteration 14F (38524.700000 sec): 3 clusters
  Score: Raw -77364.542727 + Penalty 2218.274512 = -75146.268215
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 76 (204968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38525.820000 sec): 2 clusters
  Score: Raw -18387478.837317 + Penalty 1987.473987 = -18385491.363330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38527.050000 sec): 3 clusters
  Score: Raw -18251657.528073 + Penalty 3974.947973 = -18247682.580100
  nChanged 99434
		SP:Iteration 1F (38528.260000 sec): 3 clusters
  Score: Raw -18311619.843918 + Penalty 3974.947973 = -18307644.895944
  nChanged 7646
		SP:Iteration 2Q (38529.660000 sec): 3 clusters
  Score: Raw -18314062.952363 + Penalty 3974.947973 = -18310088.004390
  nChanged 9103
		SP:Iteration 3Q (38530.960000 sec): 3 clusters
  Score: Raw -18317721.345136 + Penalty 3974.947973 = -18313746.397162
  nChanged 10880
		SP:Iteration 4F (38532.240000 sec): 3 clusters
  Score: Raw -18322919.431776 + Penalty 3974.947973 = -18318944.483803
  nChanged 12110
		SP:Iteration 5F (38533.460000 sec): 3 clusters
  Score: Raw -18329189.322768 + Penalty 3974.947973 = -18325214.374795
  nChanged 12280
		SP:Iteration 6F (38534.900000 sec): 3 clusters
  Score: Raw -18335312.492355 + Penalty 3974.947973 = -18331337.544382
  nChanged 11019
		SP:Iteration 7F (38536.310000 sec): 3 clusters
  Score: Raw -18340196.580201 + Penalty 3974.947973 = -18336221.632228
  nChanged 9207
		SP:Iteration 8Q (38537.900000 sec): 3 clusters
  Score: Raw -18343579.142494 + Penalty 3974.947973 = -18339604.194521
  nChanged 7440
		SP:Iteration 9Q (38539.390000 sec): 3 clusters
  Score: Raw -18345937.870201 + Penalty 3974.947973 = -18341962.922228
  nChanged 6107
		SP:Iteration 10Q (38541.030000 sec): 3 clusters
  Score: Raw -18347781.119504 + Penalty 3974.947973 = -18343806.171531
  nChanged 5549
		SP:Iteration 11Q (38542.660000 sec): 3 clusters
  Score: Raw -18349515.078326 + Penalty 3974.947973 = -18345540.130353
  nChanged 5477
		SP:Iteration 12Q (38544.110000 sec): 3 clusters
  Score: Raw -18351402.070327 + Penalty 3974.947973 = -18347427.122354
  nChanged 5675
		SP:Iteration 13Q (38545.490000 sec): 3 clusters
  Score: Raw -18353578.972808 + Penalty 3974.947973 = -18349604.024835
  nChanged 5789
		SP:Iteration 14Q (38546.840000 sec): 3 clusters
  Score: Raw -18355792.165144 + Penalty 3974.947973 = -18351817.217171
  nChanged 5418
		SP:Iteration 15Q (38548.230000 sec): 3 clusters
  Score: Raw -18357698.055119 + Penalty 3974.947973 = -18353723.107146
  nChanged 4579
		SP:Iteration 16Q (38549.590000 sec): 3 clusters
  Score: Raw -18359076.724507 + Penalty 3974.947973 = -18355101.776534
  nChanged 3642
		SP:Iteration 17Q (38550.800000 sec): 3 clusters
  Score: Raw -18359896.081255 + Penalty 3974.947973 = -18355921.133282
  nChanged 2609
		SP:Iteration 18Q (38552.050000 sec): 3 clusters
  Score: Raw -18360363.635427 + Penalty 3974.947973 = -18356388.687454
  nChanged 1917
		SP:Iteration 19Q (38553.540000 sec): 3 clusters
  Score: Raw -18360664.114565 + Penalty 3974.947973 = -18356689.166592
  nChanged 1617
		SP:Iteration 20F (38554.890000 sec): 3 clusters
  Score: Raw -18360907.883633 + Penalty 3974.947973 = -18356932.935660
  nChanged 1503
		SP:Iteration 21Q (38556.130000 sec): 3 clusters
  Score: Raw -18361122.717944 + Penalty 3974.947973 = -18357147.769970
  nChanged 1476
		SP:Iteration 22Q (38557.480000 sec): 3 clusters
  Score: Raw -18361332.455066 + Penalty 3974.947973 = -18357357.507093
  nChanged 1457
		SP:Iteration 23Q (38558.720000 sec): 3 clusters
  Score: Raw -18361544.942618 + Penalty 3974.947973 = -18357569.994645
  nChanged 1569
		SP:Iteration 24Q (38559.960000 sec): 3 clusters
  Score: Raw -18361778.011180 + Penalty 3974.947973 = -18357803.063207
  nChanged 1646
		SP:Iteration 25Q (38561.220000 sec): 3 clusters
  Score: Raw -18362035.553604 + Penalty 3974.947973 = -18358060.605630
  nChanged 1735
		SP:Iteration 26Q (38562.630000 sec): 3 clusters
  Score: Raw -18362319.109126 + Penalty 3974.947973 = -18358344.161153
  nChanged 1793
		SP:Iteration 27Q (38563.970000 sec): 3 clusters
  Score: Raw -18362622.129096 + Penalty 3974.947973 = -18358647.181123
  nChanged 1885
		SP:Iteration 28Q (38565.380000 sec): 3 clusters
  Score: Raw -18362940.879923 + Penalty 3974.947973 = -18358965.931950
  nChanged 1901
		SP:Iteration 29Q (38566.640000 sec): 3 clusters
  Score: Raw -18363265.065051 + Penalty 3974.947973 = -18359290.117078
  nChanged 1970
		SP:Iteration 30Q (38567.930000 sec): 3 clusters
  Score: Raw -18363603.981139 + Penalty 3974.947973 = -18359629.033166
  nChanged 1985
		SP:Iteration 31Q (38569.250000 sec): 3 clusters
  Score: Raw -18363942.880817 + Penalty 3974.947973 = -18359967.932843
  nChanged 1983
		SP:Iteration 32Q (38570.770000 sec): 3 clusters
  Score: Raw -18364287.379521 + Penalty 3974.947973 = -18360312.431548
  nChanged 2041
		SP:Iteration 33Q (38572.310000 sec): 3 clusters
  Score: Raw -18364657.666702 + Penalty 3974.947973 = -18360682.718729
  nChanged 2139
		SP:Iteration 34Q (38573.700000 sec): 3 clusters
  Score: Raw -18365078.794154 + Penalty 3974.947973 = -18361103.846181
  nChanged 2235
		SP:Iteration 35Q (38575.090000 sec): 3 clusters
  Score: Raw -18365544.846847 + Penalty 3974.947973 = -18361569.898874
  nChanged 2414
		SP:Iteration 36Q (38576.540000 sec): 3 clusters
  Score: Raw -18366071.168556 + Penalty 3974.947973 = -18362096.220583
  nChanged 2470
		SP:Iteration 37Q (38577.840000 sec): 3 clusters
  Score: Raw -18366630.550487 + Penalty 3974.947973 = -18362655.602514
  nChanged 2568
		SP:Iteration 38Q (38579.210000 sec): 3 clusters
  Score: Raw -18367227.092733 + Penalty 3974.947973 = -18363252.144760
  nChanged 2649
		SP:Iteration 39Q (38580.520000 sec): 3 clusters
  Score: Raw -18367865.270049 + Penalty 3974.947973 = -18363890.322076
  nChanged 2770
		SP:Iteration 40F (38581.780000 sec): 3 clusters
  Score: Raw -18368565.148305 + Penalty 3974.947973 = -18364590.200332
  nChanged 2794
		SP:Iteration 41Q (38583.160000 sec): 3 clusters
  Score: Raw -18369291.100888 + Penalty 3974.947973 = -18365316.152914
  nChanged 2826
		SP:Iteration 42Q (38584.390000 sec): 3 clusters
  Score: Raw -18370048.028874 + Penalty 3974.947973 = -18366073.080901
  nChanged 2841
		SP:Iteration 43Q (38585.560000 sec): 3 clusters
  Score: Raw -18370841.422590 + Penalty 3974.947973 = -18366866.474616
  nChanged 2877
		SP:Iteration 44Q (38586.870000 sec): 3 clusters
  Score: Raw -18371668.067414 + Penalty 3974.947973 = -18367693.119441
  nChanged 2877
		SP:Iteration 45Q (38588.150000 sec): 3 clusters
  Score: Raw -18372533.358008 + Penalty 3974.947973 = -18368558.410035
  nChanged 2892
		SP:Iteration 46Q (38589.430000 sec): 3 clusters
  Score: Raw -18373440.445326 + Penalty 3974.947973 = -18369465.497353
  nChanged 2910
		SP:Iteration 47Q (38590.720000 sec): 3 clusters
  Score: Raw -18374394.208523 + Penalty 3974.947973 = -18370419.260550
  nChanged 2846
		SP:Iteration 48Q (38592.070000 sec): 3 clusters
  Score: Raw -18375359.519397 + Penalty 3974.947973 = -18371384.571424
  nChanged 2746
		SP:Iteration 49Q (38593.220000 sec): 3 clusters
  Score: Raw -18376317.154158 + Penalty 3974.947973 = -18372342.206185
  nChanged 2643
		SP:Iteration 50Q (38594.410000 sec): 3 clusters
  Score: Raw -18377251.973491 + Penalty 3974.947973 = -18373277.025517
  nChanged 2491
		SP:Iteration 51Q (38595.690000 sec): 3 clusters
  Score: Raw -18378174.148287 + Penalty 3974.947973 = -18374199.200314
  nChanged 2453
		SP:Iteration 52Q (38596.880000 sec): 3 clusters
  Score: Raw -18379102.683009 + Penalty 3974.947973 = -18375127.735036
  nChanged 2278
		SP:Iteration 53Q (38598.050000 sec): 3 clusters
  Score: Raw -18379979.059981 + Penalty 3974.947973 = -18376004.112007
  nChanged 2153
		SP:Iteration 54Q (38599.220000 sec): 3 clusters
  Score: Raw -18380818.688582 + Penalty 3974.947973 = -18376843.740609
  nChanged 1969
		SP:Iteration 55Q (38600.410000 sec): 3 clusters
  Score: Raw -18381583.794617 + Penalty 3974.947973 = -18377608.846644
  nChanged 1853
		SP:Iteration 56Q (38601.570000 sec): 3 clusters
  Score: Raw -18382331.836191 + Penalty 3974.947973 = -18378356.888218
  nChanged 1702
		SP:Iteration 57Q (38602.810000 sec): 3 clusters
  Score: Raw -18383030.094778 + Penalty 3974.947973 = -18379055.146805
  nChanged 1568
		SP:Iteration 58Q (38604.030000 sec): 3 clusters
  Score: Raw -18383687.349591 + Penalty 3974.947973 = -18379712.401618
  nChanged 1385
		SP:Iteration 59Q (38605.450000 sec): 3 clusters
  Score: Raw -18384259.766357 + Penalty 3974.947973 = -18380284.818383
  nChanged 1226
		SP:Iteration 60F (38606.880000 sec): 3 clusters
  Score: Raw -18384767.676974 + Penalty 3974.947973 = -18380792.729001
  nChanged 1131
		SP:Iteration 61Q (38608.260000 sec): 3 clusters
  Score: Raw -18385254.918610 + Penalty 3974.947973 = -18381279.970637
  nChanged 1000
		SP:Iteration 62Q (38609.650000 sec): 3 clusters
  Score: Raw -18385687.204954 + Penalty 3974.947973 = -18381712.256981
  nChanged 865
		SP:Iteration 63Q (38611.070000 sec): 3 clusters
  Score: Raw -18386055.092119 + Penalty 3974.947973 = -18382080.144145
  nChanged 758
		SP:Iteration 64Q (38612.220000 sec): 3 clusters
  Score: Raw -18386361.868435 + Penalty 3974.947973 = -18382386.920462
  nChanged 626
		SP:Iteration 65Q (38613.350000 sec): 3 clusters
  Score: Raw -18386620.522992 + Penalty 3974.947973 = -18382645.575019
  nChanged 552
		SP:Iteration 66Q (38614.500000 sec): 3 clusters
  Score: Raw -18386843.765693 + Penalty 3974.947973 = -18382868.817720
  nChanged 474
		SP:Iteration 67Q (38615.620000 sec): 3 clusters
  Score: Raw -18387029.309085 + Penalty 3974.947973 = -18383054.361112
  nChanged 396
		SP:Iteration 68Q (38616.680000 sec): 3 clusters
  Score: Raw -18387182.356206 + Penalty 3974.947973 = -18383207.408233
  nChanged 323
		SP:Iteration 69Q (38617.710000 sec): 3 clusters
  Score: Raw -18387297.829468 + Penalty 3974.947973 = -18383322.881494
  nChanged 260
		SP:Iteration 70Q (38618.820000 sec): 3 clusters
  Score: Raw -18387388.040897 + Penalty 3974.947973 = -18383413.092923
  nChanged 230
		SP:Iteration 71Q (38619.870000 sec): 3 clusters
  Score: Raw -18387471.419276 + Penalty 3974.947973 = -18383496.471302
  nChanged 187
		SP:Iteration 72Q (38620.990000 sec): 3 clusters
  Score: Raw -18387537.505294 + Penalty 3974.947973 = -18383562.557321
  nChanged 156
		SP:Iteration 73Q (38622.120000 sec): 3 clusters
  Score: Raw -18387585.394898 + Penalty 3974.947973 = -18383610.446925
  nChanged 115
		SP:Iteration 74Q (38623.330000 sec): 3 clusters
  Score: Raw -18387618.673170 + Penalty 3974.947973 = -18383643.725197
  nChanged 103
		SP:Iteration 75Q (38624.370000 sec): 3 clusters
  Score: Raw -18387647.836119 + Penalty 3974.947973 = -18383672.888146
  nChanged 86
		SP:Iteration 76Q (38625.460000 sec): 3 clusters
  Score: Raw -18387670.695656 + Penalty 3974.947973 = -18383695.747682
  nChanged 76
		SP:Iteration 77Q (38626.600000 sec): 3 clusters
  Score: Raw -18387691.759497 + Penalty 3974.947973 = -18383716.811524
  nChanged 68
		SP:Iteration 78Q (38627.830000 sec): 3 clusters
  Score: Raw -18387709.584830 + Penalty 3974.947973 = -18383734.636857
  nChanged 51
		SP:Iteration 79Q (38629.000000 sec): 3 clusters
  Score: Raw -18387721.147397 + Penalty 3974.947973 = -18383746.199424
  nChanged 35
		SP:Iteration 80F (38630.300000 sec): 3 clusters
  Score: Raw -18387729.710870 + Penalty 3974.947973 = -18383754.762896
  nChanged 37
		SP:Iteration 81Q (38631.380000 sec): 3 clusters
  Score: Raw -18387739.654214 + Penalty 3974.947973 = -18383764.706241
  nChanged 36
		SP:Iteration 82Q (38632.500000 sec): 3 clusters
  Score: Raw -18387747.931614 + Penalty 3974.947973 = -18383772.983641
  nChanged 34
		SP:Iteration 83Q (38633.700000 sec): 3 clusters
  Score: Raw -18387758.031113 + Penalty 3974.947973 = -18383783.083140
  nChanged 37
		SP:Iteration 84Q (38634.880000 sec): 3 clusters
  Score: Raw -18387767.765407 + Penalty 3974.947973 = -18383792.817434
  nChanged 33
		SP:Iteration 85Q (38636.040000 sec): 3 clusters
  Score: Raw -18387775.643474 + Penalty 3974.947973 = -18383800.695501
  nChanged 29
		SP:Iteration 86Q (38637.280000 sec): 3 clusters
  Score: Raw -18387784.308673 + Penalty 3974.947973 = -18383809.360700
  nChanged 38
		SP:Iteration 87Q (38638.340000 sec): 3 clusters
  Score: Raw -18387796.750012 + Penalty 3974.947973 = -18383821.802039
  nChanged 29
		SP:Iteration 88Q (38639.720000 sec): 3 clusters
  Score: Raw -18387805.130054 + Penalty 3974.947973 = -18383830.182080
  nChanged 35
		SP:Iteration 89Q (38641.140000 sec): 3 clusters
  Score: Raw -18387816.680866 + Penalty 3974.947973 = -18383841.732893
  nChanged 40
		SP:Iteration 90Q (38642.670000 sec): 3 clusters
  Score: Raw -18387827.572743 + Penalty 3974.947973 = -18383852.624770
  nChanged 22
		SP:Iteration 91Q (38643.840000 sec): 3 clusters
  Score: Raw -18387832.496615 + Penalty 3974.947973 = -18383857.548642
  nChanged 16
		SP:Iteration 92Q (38645.000000 sec): 3 clusters
  Score: Raw -18387837.526668 + Penalty 3974.947973 = -18383862.578695
  nChanged 12
		SP:Iteration 93Q (38646.090000 sec): 3 clusters
  Score: Raw -18387840.089625 + Penalty 3974.947973 = -18383865.141652
  nChanged 13
		SP:Iteration 94Q (38647.350000 sec): 3 clusters
  Score: Raw -18387843.548541 + Penalty 3974.947973 = -18383868.600568
  nChanged 17
		SP:Iteration 95Q (38648.520000 sec): 3 clusters
  Score: Raw -18387848.430198 + Penalty 3974.947973 = -18383873.482225
  nChanged 16
		SP:Iteration 96Q (38649.790000 sec): 3 clusters
  Score: Raw -18387851.845987 + Penalty 3974.947973 = -18383876.898013
  nChanged 13
		SP:Iteration 97Q (38651.010000 sec): 3 clusters
  Score: Raw -18387854.526879 + Penalty 3974.947973 = -18383879.578906
  nChanged 11
		SP:Iteration 98Q (38652.180000 sec): 3 clusters
  Score: Raw -18387858.837570 + Penalty 3974.947973 = -18383883.889597
  nChanged 13
		SP:Iteration 99Q (38653.520000 sec): 3 clusters
  Score: Raw -18387862.651391 + Penalty 3974.947973 = -18383887.703418
  nChanged 11
		SP:Iteration 100F (38654.750000 sec): 3 clusters
  Score: Raw -18387865.024305 + Penalty 3974.947973 = -18383890.076331
  nChanged 13
		SP:Iteration 101Q (38655.940000 sec): 3 clusters
  Score: Raw -18387868.180479 + Penalty 3974.947973 = -18383893.232506
  nChanged 8
		SP:Iteration 102Q (38657.180000 sec): 3 clusters
  Score: Raw -18387869.914519 + Penalty 3974.947973 = -18383894.966546
  nChanged 0
		SP:Iteration 103F (38658.530000 sec): 3 clusters
  Score: Raw -18387869.914519 + Penalty 3974.947973 = -18383894.966546
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 77 (15229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38658.720000 sec): 2 clusters
  Score: Raw -1190548.941822 + Penalty 1565.030477 = -1188983.911344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38659.040000 sec): 3 clusters
  Score: Raw -1181667.064388 + Penalty 3130.060955 = -1178537.003433
  nChanged 6786
		SP:Iteration 1F (38659.290000 sec): 3 clusters
  Score: Raw -1185734.500312 + Penalty 3130.060955 = -1182604.439358
  nChanged 1076
		SP:Iteration 2F (38659.520000 sec): 3 clusters
  Score: Raw -1186346.592722 + Penalty 3130.060955 = -1183216.531767
  nChanged 996
		SP:Iteration 3F (38659.750000 sec): 3 clusters
  Score: Raw -1186964.209389 + Penalty 3130.060955 = -1183834.148434
  nChanged 942
		SP:Iteration 4F (38660.030000 sec): 3 clusters
  Score: Raw -1187547.873857 + Penalty 3130.060955 = -1184417.812902
  nChanged 837
		SP:Iteration 5F (38660.210000 sec): 3 clusters
  Score: Raw -1188043.621790 + Penalty 3130.060955 = -1184913.560836
  nChanged 742
		SP:Iteration 6Q (38660.450000 sec): 3 clusters
  Score: Raw -1188473.087641 + Penalty 3130.060955 = -1185343.026687
  nChanged 646
		SP:Iteration 7Q (38660.720000 sec): 3 clusters
  Score: Raw -1188837.281273 + Penalty 3130.060955 = -1185707.220319
  nChanged 566
		SP:Iteration 8Q (38660.940000 sec): 3 clusters
  Score: Raw -1189136.611876 + Penalty 3130.060955 = -1186006.550922
  nChanged 464
		SP:Iteration 9Q (38661.170000 sec): 3 clusters
  Score: Raw -1189389.419901 + Penalty 3130.060955 = -1186259.358946
  nChanged 393
		SP:Iteration 10Q (38661.400000 sec): 3 clusters
  Score: Raw -1189576.592716 + Penalty 3130.060955 = -1186446.531761
  nChanged 334
		SP:Iteration 11Q (38661.650000 sec): 3 clusters
  Score: Raw -1189733.539054 + Penalty 3130.060955 = -1186603.478100
  nChanged 304
		SP:Iteration 12Q (38661.830000 sec): 3 clusters
  Score: Raw -1189856.505283 + Penalty 3130.060955 = -1186726.444328
  nChanged 237
		SP:Iteration 13Q (38662.090000 sec): 3 clusters
  Score: Raw -1189955.891045 + Penalty 3130.060955 = -1186825.830091
  nChanged 212
		SP:Iteration 14Q (38662.350000 sec): 3 clusters
  Score: Raw -1190054.315153 + Penalty 3130.060955 = -1186924.254198
  nChanged 218
		SP:Iteration 15Q (38662.560000 sec): 3 clusters
  Score: Raw -1190154.255102 + Penalty 3130.060955 = -1187024.194147
  nChanged 212
		SP:Iteration 16Q (38662.810000 sec): 3 clusters
  Score: Raw -1190272.924544 + Penalty 3130.060955 = -1187142.863589
  nChanged 215
		SP:Iteration 17Q (38663.030000 sec): 3 clusters
  Score: Raw -1190390.653496 + Penalty 3130.060955 = -1187260.592541
  nChanged 216
		SP:Iteration 18Q (38663.240000 sec): 3 clusters
  Score: Raw -1190504.088169 + Penalty 3130.060955 = -1187374.027214
  nChanged 201
		SP:Iteration 19Q (38663.500000 sec): 3 clusters
  Score: Raw -1190592.853369 + Penalty 3130.060955 = -1187462.792414
  nChanged 152
		SP:Iteration 20F (38663.670000 sec): 3 clusters
  Score: Raw -1190655.775998 + Penalty 3130.060955 = -1187525.715043
  nChanged 149
		SP:Iteration 21Q (38663.900000 sec): 3 clusters
  Score: Raw -1190712.550036 + Penalty 3130.060955 = -1187582.489081
  nChanged 121
		SP:Iteration 22Q (38664.120000 sec): 3 clusters
  Score: Raw -1190755.465718 + Penalty 3130.060955 = -1187625.404763
  nChanged 101
		SP:Iteration 23Q (38664.360000 sec): 3 clusters
  Score: Raw -1190787.671231 + Penalty 3130.060955 = -1187657.610276
  nChanged 86
		SP:Iteration 24Q (38664.610000 sec): 3 clusters
  Score: Raw -1190816.668446 + Penalty 3130.060955 = -1187686.607491
  nChanged 81
		SP:Iteration 25Q (38664.860000 sec): 3 clusters
  Score: Raw -1190839.921674 + Penalty 3130.060955 = -1187709.860719
  nChanged 66
		SP:Iteration 26Q (38665.090000 sec): 3 clusters
  Score: Raw -1190857.429641 + Penalty 3130.060955 = -1187727.368686
  nChanged 59
		SP:Iteration 27Q (38665.320000 sec): 3 clusters
  Score: Raw -1190873.503060 + Penalty 3130.060955 = -1187743.442105
  nChanged 50
		SP:Iteration 28Q (38665.590000 sec): 3 clusters
  Score: Raw -1190886.451407 + Penalty 3130.060955 = -1187756.390452
  nChanged 41
		SP:Iteration 29Q (38665.830000 sec): 3 clusters
  Score: Raw -1190895.406027 + Penalty 3130.060955 = -1187765.345073
  nChanged 37
		SP:Iteration 30Q (38666.060000 sec): 3 clusters
  Score: Raw -1190902.517488 + Penalty 3130.060955 = -1187772.456533
  nChanged 34
		SP:Iteration 31Q (38666.330000 sec): 3 clusters
  Score: Raw -1190910.821595 + Penalty 3130.060955 = -1187780.760640
  nChanged 39
		SP:Iteration 32Q (38666.530000 sec): 3 clusters
  Score: Raw -1190919.904070 + Penalty 3130.060955 = -1187789.843115
  nChanged 34
		SP:Iteration 33Q (38666.780000 sec): 3 clusters
  Score: Raw -1190927.234456 + Penalty 3130.060955 = -1187797.173502
  nChanged 29
		SP:Iteration 34Q (38666.970000 sec): 3 clusters
  Score: Raw -1190932.468811 + Penalty 3130.060955 = -1187802.407857
  nChanged 17
		SP:Iteration 35Q (38667.230000 sec): 3 clusters
  Score: Raw -1190935.464256 + Penalty 3130.060955 = -1187805.403301
  nChanged 15
		SP:Iteration 36Q (38667.450000 sec): 3 clusters
  Score: Raw -1190938.558635 + Penalty 3130.060955 = -1187808.497680
  nChanged 11
		SP:Iteration 37Q (38667.700000 sec): 3 clusters
  Score: Raw -1190940.023508 + Penalty 3130.060955 = -1187809.962553
  nChanged 5
		SP:Iteration 38Q (38667.950000 sec): 3 clusters
  Score: Raw -1190941.130337 + Penalty 3130.060955 = -1187811.069383
  nChanged 6
		SP:Iteration 39Q (38668.200000 sec): 3 clusters
  Score: Raw -1190942.017590 + Penalty 3130.060955 = -1187811.956635
  nChanged 10
		SP:Iteration 40F (38668.430000 sec): 3 clusters
  Score: Raw -1190943.668068 + Penalty 3130.060955 = -1187813.607113
  nChanged 10
		SP:Iteration 41Q (38668.680000 sec): 3 clusters
  Score: Raw -1190945.407772 + Penalty 3130.060955 = -1187815.346817
  nChanged 10
		SP:Iteration 42Q (38668.940000 sec): 3 clusters
  Score: Raw -1190947.142420 + Penalty 3130.060955 = -1187817.081465
  nChanged 11
		SP:Iteration 43Q (38669.170000 sec): 3 clusters
  Score: Raw -1190948.961255 + Penalty 3130.060955 = -1187818.900300
  nChanged 14
		SP:Iteration 44Q (38669.440000 sec): 3 clusters
  Score: Raw -1190951.792367 + Penalty 3130.060955 = -1187821.731413
  nChanged 13
		SP:Iteration 45Q (38669.710000 sec): 3 clusters
  Score: Raw -1190954.606151 + Penalty 3130.060955 = -1187824.545196
  nChanged 11
		SP:Iteration 46Q (38669.980000 sec): 3 clusters
  Score: Raw -1190956.341063 + Penalty 3130.060955 = -1187826.280109
  nChanged 10
		SP:Iteration 47Q (38670.200000 sec): 3 clusters
  Score: Raw -1190957.475647 + Penalty 3130.060955 = -1187827.414692
  nChanged 5
		SP:Iteration 48Q (38670.460000 sec): 3 clusters
  Score: Raw -1190958.090117 + Penalty 3130.060955 = -1187828.029162
  nChanged 7
		SP:Iteration 49Q (38670.630000 sec): 3 clusters
  Score: Raw -1190959.051748 + Penalty 3130.060955 = -1187828.990793
  nChanged 5
		SP:Iteration 50Q (38670.890000 sec): 3 clusters
  Score: Raw -1190959.563068 + Penalty 3130.060955 = -1187829.502113
  nChanged 3
		SP:Iteration 51Q (38671.090000 sec): 3 clusters
  Score: Raw -1190959.905307 + Penalty 3130.060955 = -1187829.844353
  nChanged 3
		SP:Iteration 52Q (38671.330000 sec): 3 clusters
  Score: Raw -1190960.481669 + Penalty 3130.060955 = -1187830.420714
  nChanged 3
		SP:Iteration 53Q (38671.560000 sec): 3 clusters
  Score: Raw -1190960.911805 + Penalty 3130.060955 = -1187830.850850
  nChanged 3
		SP:Iteration 54Q (38671.830000 sec): 3 clusters
  Score: Raw -1190961.345770 + Penalty 3130.060955 = -1187831.284815
  nChanged 7
		SP:Iteration 55Q (38672.030000 sec): 3 clusters
  Score: Raw -1190962.165587 + Penalty 3130.060955 = -1187832.104633
  nChanged 6
		SP:Iteration 56Q (38672.270000 sec): 3 clusters
  Score: Raw -1190962.842345 + Penalty 3130.060955 = -1187832.781390
  nChanged 3
		SP:Iteration 57Q (38672.470000 sec): 3 clusters
  Score: Raw -1190963.360676 + Penalty 3130.060955 = -1187833.299721
  nChanged 2
		SP:Iteration 58Q (38672.690000 sec): 3 clusters
  Score: Raw -1190963.575306 + Penalty 3130.060955 = -1187833.514351
  nChanged 2
		SP:Iteration 59Q (38672.920000 sec): 3 clusters
  Score: Raw -1190963.730244 + Penalty 3130.060955 = -1187833.669289
  nChanged 1
		SP:Iteration 60F (38673.200000 sec): 3 clusters
  Score: Raw -1190963.878246 + Penalty 3130.060955 = -1187833.817291
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 78 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38673.310000 sec): 2 clusters
  Score: Raw -48463.147335 + Penalty 1040.849624 = -47422.297711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38673.460000 sec): 3 clusters
  Score: Raw -48364.049581 + Penalty 2081.699249 = -46282.350332
  nChanged 139
		SP:Iteration 1F (38673.620000 sec): 3 clusters
  Score: Raw -48565.312495 + Penalty 2081.699249 = -46483.613247
  nChanged 37
		SP:Iteration 2F (38673.760000 sec): 3 clusters
  Score: Raw -48619.516520 + Penalty 2081.699249 = -46537.817271
  nChanged 18
		SP:Iteration 3Q (38673.900000 sec): 3 clusters
  Score: Raw -48643.084884 + Penalty 2081.699249 = -46561.385635
  nChanged 14
		SP:Iteration 4Q (38674.060000 sec): 3 clusters
  Score: Raw -48667.797011 + Penalty 2081.699249 = -46586.097762
  nChanged 12
		SP:Iteration 5Q (38674.220000 sec): 3 clusters
  Score: Raw -48684.012750 + Penalty 2081.699249 = -46602.313501
  nChanged 3
		SP:Iteration 6Q (38674.380000 sec): 3 clusters
  Score: Raw -48690.539343 + Penalty 2081.699249 = -46608.840094
  nChanged 2
		SP:Iteration 7Q (38674.550000 sec): 3 clusters
  Score: Raw -48694.064460 + Penalty 2081.699249 = -46612.365211
  nChanged 2
		SP:Iteration 8Q (38674.740000 sec): 3 clusters
  Score: Raw -48698.796233 + Penalty 2081.699249 = -46617.096984
  nChanged 3
		SP:Iteration 9Q (38674.890000 sec): 3 clusters
  Score: Raw -48702.928905 + Penalty 2081.699249 = -46621.229656
  nChanged 2
		SP:Iteration 10Q (38675.030000 sec): 3 clusters
  Score: Raw -48705.933093 + Penalty 2081.699249 = -46624.233844
  nChanged 0
		SP:Iteration 11F (38675.170000 sec): 3 clusters
  Score: Raw -48707.495678 + Penalty 2081.699249 = -46625.796429
  nChanged 1
		SP:Iteration 12Q (38675.350000 sec): 3 clusters
  Score: Raw -48713.585844 + Penalty 2081.699249 = -46631.886595
  nChanged 3
		SP:Iteration 13Q (38675.460000 sec): 3 clusters
  Score: Raw -48719.911740 + Penalty 2081.699249 = -46638.212492
  nChanged 2
		SP:Iteration 14Q (38675.590000 sec): 3 clusters
  Score: Raw -48723.300067 + Penalty 2081.699249 = -46641.600818
  nChanged 1
		SP:Iteration 15Q (38675.720000 sec): 3 clusters
  Score: Raw -48724.203357 + Penalty 2081.699249 = -46642.504108
  nChanged 0
		SP:Iteration 16F (38675.850000 sec): 3 clusters
  Score: Raw -48724.203357 + Penalty 2081.699249 = -46642.504108
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 79 (1542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38675.940000 sec): 2 clusters
  Score: Raw -109059.411201 + Penalty 1192.885778 = -107866.525423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38676.050000 sec): 3 clusters
  Score: Raw -108456.821722 + Penalty 2385.771555 = -106071.050167
  nChanged 483
		SP:Iteration 1F (38676.160000 sec): 3 clusters
  Score: Raw -108811.655056 + Penalty 2385.771555 = -106425.883501
  nChanged 115
		SP:Iteration 2F (38676.330000 sec): 3 clusters
  Score: Raw -108925.523601 + Penalty 2385.771555 = -106539.752046
  nChanged 79
		SP:Iteration 3F (38676.470000 sec): 3 clusters
  Score: Raw -108998.693133 + Penalty 2385.771555 = -106612.921578
  nChanged 57
		SP:Iteration 4Q (38676.630000 sec): 3 clusters
  Score: Raw -109047.790586 + Penalty 2385.771555 = -106662.019030
  nChanged 42
		SP:Iteration 5Q (38676.790000 sec): 3 clusters
  Score: Raw -109081.902477 + Penalty 2385.771555 = -106696.130922
  nChanged 40
		SP:Iteration 6Q (38676.950000 sec): 3 clusters
  Score: Raw -109115.471647 + Penalty 2385.771555 = -106729.700092
  nChanged 31
		SP:Iteration 7Q (38677.120000 sec): 3 clusters
  Score: Raw -109137.323984 + Penalty 2385.771555 = -106751.552429
  nChanged 28
		SP:Iteration 8Q (38677.280000 sec): 3 clusters
  Score: Raw -109161.307534 + Penalty 2385.771555 = -106775.535979
  nChanged 24
		SP:Iteration 9Q (38677.440000 sec): 3 clusters
  Score: Raw -109176.989912 + Penalty 2385.771555 = -106791.218357
  nChanged 16
		SP:Iteration 10Q (38677.600000 sec): 3 clusters
  Score: Raw -109189.833917 + Penalty 2385.771555 = -106804.062362
  nChanged 20
		SP:Iteration 11Q (38677.750000 sec): 3 clusters
  Score: Raw -109205.071489 + Penalty 2385.771555 = -106819.299934
  nChanged 20
		SP:Iteration 12Q (38677.960000 sec): 3 clusters
  Score: Raw -109221.763643 + Penalty 2385.771555 = -106835.992088
  nChanged 28
		SP:Iteration 13Q (38678.090000 sec): 3 clusters
  Score: Raw -109246.170801 + Penalty 2385.771555 = -106860.399246
  nChanged 30
		SP:Iteration 14Q (38678.270000 sec): 3 clusters
  Score: Raw -109271.202140 + Penalty 2385.771555 = -106885.430585
  nChanged 26
		SP:Iteration 15Q (38678.450000 sec): 3 clusters
  Score: Raw -109295.972167 + Penalty 2385.771555 = -106910.200612
  nChanged 20
		SP:Iteration 16Q (38678.600000 sec): 3 clusters
  Score: Raw -109312.105085 + Penalty 2385.771555 = -106926.333530
  nChanged 14
		SP:Iteration 17Q (38678.760000 sec): 3 clusters
  Score: Raw -109321.278778 + Penalty 2385.771555 = -106935.507223
  nChanged 15
		SP:Iteration 18Q (38678.920000 sec): 3 clusters
  Score: Raw -109337.186288 + Penalty 2385.771555 = -106951.414733
  nChanged 16
		SP:Iteration 19Q (38679.080000 sec): 3 clusters
  Score: Raw -109348.686832 + Penalty 2385.771555 = -106962.915277
  nChanged 13
		SP:Iteration 20F (38679.240000 sec): 3 clusters
  Score: Raw -109358.343742 + Penalty 2385.771555 = -106972.572187
  nChanged 17
		SP:Iteration 21Q (38679.390000 sec): 3 clusters
  Score: Raw -109371.071506 + Penalty 2385.771555 = -106985.299951
  nChanged 11
		SP:Iteration 22Q (38679.550000 sec): 3 clusters
  Score: Raw -109378.952077 + Penalty 2385.771555 = -106993.180522
  nChanged 10
		SP:Iteration 23Q (38679.690000 sec): 3 clusters
  Score: Raw -109385.589627 + Penalty 2385.771555 = -106999.818072
  nChanged 10
		SP:Iteration 24Q (38679.830000 sec): 3 clusters
  Score: Raw -109396.124302 + Penalty 2385.771555 = -107010.352746
  nChanged 13
		SP:Iteration 25Q (38679.980000 sec): 3 clusters
  Score: Raw -109408.691999 + Penalty 2385.771555 = -107022.920444
  nChanged 16
		SP:Iteration 26Q (38680.140000 sec): 3 clusters
  Score: Raw -109418.600590 + Penalty 2385.771555 = -107032.829034
  nChanged 12
		SP:Iteration 27Q (38680.360000 sec): 3 clusters
  Score: Raw -109431.085984 + Penalty 2385.771555 = -107045.314429
  nChanged 19
		SP:Iteration 28Q (38680.470000 sec): 3 clusters
  Score: Raw -109447.605818 + Penalty 2385.771555 = -107061.834263
  nChanged 15
		SP:Iteration 29Q (38680.610000 sec): 3 clusters
  Score: Raw -109460.424541 + Penalty 2385.771555 = -107074.652985
  nChanged 13
		SP:Iteration 30Q (38680.760000 sec): 3 clusters
  Score: Raw -109468.953145 + Penalty 2385.771555 = -107083.181590
  nChanged 8
		SP:Iteration 31Q (38680.920000 sec): 3 clusters
  Score: Raw -109473.485998 + Penalty 2385.771555 = -107087.714443
  nChanged 4
		SP:Iteration 32Q (38681.100000 sec): 3 clusters
  Score: Raw -109475.714585 + Penalty 2385.771555 = -107089.943030
  nChanged 5
		SP:Iteration 33Q (38681.240000 sec): 3 clusters
  Score: Raw -109478.522754 + Penalty 2385.771555 = -107092.751199
  nChanged 3
		SP:Iteration 34Q (38681.400000 sec): 3 clusters
  Score: Raw -109480.859197 + Penalty 2385.771555 = -107095.087642
  nChanged 1
		SP:Iteration 35Q (38681.560000 sec): 3 clusters
  Score: Raw -109481.547331 + Penalty 2385.771555 = -107095.775776
  nChanged 1
		SP:Iteration 36Q (38681.720000 sec): 3 clusters
  Score: Raw -109481.868620 + Penalty 2385.771555 = -107096.097065
  nChanged 0
		SP:Iteration 37F (38681.870000 sec): 3 clusters
  Score: Raw -109481.868620 + Penalty 2385.771555 = -107096.097065
  nChanged 0
Iteration 299Q (38892.370000 sec): 80 clusters
  Score: Raw -122371802.516189 + Penalty 182365.225138 = -122189437.291052
  nChanged 209
Iteration 300F (39163.310000 sec): 80 clusters
  Score: Raw -122371808.306022 + Penalty 182365.225138 = -122189443.080884
  nChanged 206
Iteration 301Q (39380.710000 sec): 80 clusters
  Score: Raw -122371813.821786 + Penalty 182365.225138 = -122189448.596649
  nChanged 223
Iteration 302Q (39602.620000 sec): 80 clusters
  Score: Raw -122371821.007727 + Penalty 182365.225138 = -122189455.782589
  nChanged 221
Iteration 303Q (39811.580000 sec): 80 clusters
  Score: Raw -122371830.366245 + Penalty 182365.225138 = -122189465.141107
  nChanged 208
Iteration 304Q (40003.810000 sec): 80 clusters
  Score: Raw -122371837.551820 + Penalty 182365.225138 = -122189472.326682
  nChanged 203
Iteration 305Q (40211.250000 sec): 80 clusters
  Score: Raw -122371844.916768 + Penalty 182365.225138 = -122189479.691630
  nChanged 168
Iteration 306Q (40426.700000 sec): 80 clusters
  Score: Raw -122371851.164064 + Penalty 182365.225138 = -122189485.938926
  nChanged 158
Iteration 307Q (40637.160000 sec): 80 clusters
  Score: Raw -122371857.126329 + Penalty 182365.225138 = -122189491.901191
  nChanged 157
Iteration 308Q (40848.190000 sec): 80 clusters
  Score: Raw -122371863.364715 + Penalty 182365.225138 = -122189498.139577
  nChanged 170
Iteration 309Q (41054.900000 sec): 80 clusters
  Score: Raw -122371869.782732 + Penalty 182365.225138 = -122189504.557594
  nChanged 170
Iteration 310Q (41269.410000 sec): 80 clusters
  Score: Raw -122371876.564912 + Penalty 182365.225138 = -122189511.339774
  nChanged 141
Iteration 311Q (41487.320000 sec): 80 clusters
  Score: Raw -122371883.180676 + Penalty 182365.225138 = -122189517.955538
  nChanged 152
Iteration 312Q (41687.220000 sec): 80 clusters
  Score: Raw -122371891.586593 + Penalty 182365.225138 = -122189526.361456
  nChanged 150
Iteration 313Q (41897.140000 sec): 80 clusters
  Score: Raw -122371899.005423 + Penalty 182365.225138 = -122189533.780286
  nChanged 128
Iteration 314Q (42105.970000 sec): 80 clusters
  Score: Raw -122371903.757531 + Penalty 182365.225138 = -122189538.532394
  nChanged 142
Iteration 315Q (42311.390000 sec): 80 clusters
  Score: Raw -122371908.709512 + Penalty 182365.225138 = -122189543.484374
  nChanged 169
Iteration 316Q (42518.390000 sec): 80 clusters
  Score: Raw -122371915.730294 + Penalty 182365.225138 = -122189550.505156
  nChanged 166
Iteration 317Q (42730.650000 sec): 80 clusters
  Score: Raw -122371922.624834 + Penalty 182365.225138 = -122189557.399696
  nChanged 171
Iteration 318Q (42937.640000 sec): 80 clusters
  Score: Raw -122371927.821344 + Penalty 182365.225138 = -122189562.596206
  nChanged 167
Iteration 319Q (43149.030000 sec): 80 clusters
  Score: Raw -122371933.672307 + Penalty 182365.225138 = -122189568.447169
  nChanged 153
Iteration 320F (43414.880000 sec): 80 clusters
  Score: Raw -122371938.954668 + Penalty 182365.225138 = -122189573.729530
  nChanged 159
Iteration 321Q (43642.880000 sec): 80 clusters
  Score: Raw -122371945.632177 + Penalty 182365.225138 = -122189580.407040
  nChanged 180
Iteration 322Q (43859.750000 sec): 80 clusters
  Score: Raw -122371954.418601 + Penalty 182365.225138 = -122189589.193463
  nChanged 189
Iteration 323Q (44104.070000 sec): 80 clusters
  Score: Raw -122371964.017774 + Penalty 182365.225138 = -122189598.792636
  nChanged 198
Iteration 324Q (44318.680000 sec): 80 clusters
  Score: Raw -122371974.953279 + Penalty 182365.225138 = -122189609.728141
  nChanged 228
Iteration 325Q (44538.340000 sec): 80 clusters
  Score: Raw -122371986.873866 + Penalty 182365.225138 = -122189621.648728
  nChanged 233
Iteration 326Q (44729.870000 sec): 80 clusters
  Score: Raw -122371998.050973 + Penalty 182365.225138 = -122189632.825835
  nChanged 204
Iteration 327Q (44918.790000 sec): 80 clusters
  Score: Raw -122372010.427905 + Penalty 182365.225138 = -122189645.202767
  nChanged 228
Iteration 328Q (45120.580000 sec): 80 clusters
  Score: Raw -122372023.596234 + Penalty 182365.225138 = -122189658.371096
  nChanged 235
Iteration 329Q (45324.660000 sec): 80 clusters
  Score: Raw -122372037.287517 + Penalty 182365.225138 = -122189672.062380
  nChanged 234
Iteration 330Q (45529.020000 sec): 80 clusters
  Score: Raw -122372051.800229 + Penalty 182365.225138 = -122189686.575091
  nChanged 243
Iteration 331Q (45737.580000 sec): 80 clusters
  Score: Raw -122372065.278390 + Penalty 182365.225138 = -122189700.053252
  nChanged 238
Iteration 332Q (45952.760000 sec): 80 clusters
  Score: Raw -122372078.139396 + Penalty 182365.225138 = -122189712.914258
  nChanged 226
Iteration 333Q (46161.310000 sec): 80 clusters
  Score: Raw -122372088.210740 + Penalty 182365.225138 = -122189722.985602
  nChanged 222
Iteration 334Q (46373.630000 sec): 80 clusters
  Score: Raw -122372098.257236 + Penalty 182365.225138 = -122189733.032098
  nChanged 185
Iteration 335Q (46579.760000 sec): 80 clusters
  Score: Raw -122372106.671902 + Penalty 182365.225138 = -122189741.446764
  nChanged 196
Iteration 336Q (46786.960000 sec): 80 clusters
  Score: Raw -122372116.823984 + Penalty 182365.225138 = -122189751.598846
  nChanged 187
Iteration 337Q (46994.340000 sec): 80 clusters
  Score: Raw -122372125.442153 + Penalty 182365.225138 = -122189760.217016
  nChanged 197
Iteration 338Q (47192.830000 sec): 80 clusters
  Score: Raw -122372133.982735 + Penalty 182365.225138 = -122189768.757597
  nChanged 196
Writing temp clu file 
Because OldScore, -122189760.217016, is greater than current (better) Score,-122189768.757597 
 Compute initial score before splitting:   Score: Raw -122372133.982735 + Penalty 182365.225138 = -122189768.757597
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 1 (54635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47193.720000 sec): 2 clusters
  Score: Raw -4518863.316329 + Penalty 1772.619872 = -4517090.696457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47194.200000 sec): 3 clusters
  Score: Raw -4484051.345327 + Penalty 3545.239744 = -4480506.105583
  nChanged 25756
		SP:Iteration 1F (47194.710000 sec): 3 clusters
  Score: Raw -4499381.323255 + Penalty 3545.239744 = -4495836.083511
  nChanged 2884
		SP:Iteration 2F (47195.250000 sec): 3 clusters
  Score: Raw -4500760.599917 + Penalty 3545.239744 = -4497215.360173
  nChanged 3332
		SP:Iteration 3F (47195.760000 sec): 3 clusters
  Score: Raw -4502837.732841 + Penalty 3545.239744 = -4499292.493097
  nChanged 3813
		SP:Iteration 4F (47196.260000 sec): 3 clusters
  Score: Raw -4505608.378578 + Penalty 3545.239744 = -4502063.138834
  nChanged 3959
		SP:Iteration 5F (47196.720000 sec): 3 clusters
  Score: Raw -4508694.454733 + Penalty 3545.239744 = -4505149.214989
  nChanged 3589
		SP:Iteration 6F (47197.180000 sec): 3 clusters
  Score: Raw -4511489.790229 + Penalty 3545.239744 = -4507944.550485
  nChanged 2863
		SP:Iteration 7F (47197.620000 sec): 3 clusters
  Score: Raw -4513612.503942 + Penalty 3545.239744 = -4510067.264198
  nChanged 2151
		SP:Iteration 8Q (47198.070000 sec): 3 clusters
  Score: Raw -4515056.197024 + Penalty 3545.239744 = -4511510.957280
  nChanged 1553
		SP:Iteration 9Q (47198.580000 sec): 3 clusters
  Score: Raw -4516060.708158 + Penalty 3545.239744 = -4512515.468414
  nChanged 1189
		SP:Iteration 10Q (47199.100000 sec): 3 clusters
  Score: Raw -4516782.576407 + Penalty 3545.239744 = -4513237.336663
  nChanged 926
		SP:Iteration 11Q (47199.630000 sec): 3 clusters
  Score: Raw -4517289.824029 + Penalty 3545.239744 = -4513744.584285
  nChanged 718
		SP:Iteration 12Q (47200.120000 sec): 3 clusters
  Score: Raw -4517647.802808 + Penalty 3545.239744 = -4514102.563064
  nChanged 579
		SP:Iteration 13Q (47200.610000 sec): 3 clusters
  Score: Raw -4517933.070306 + Penalty 3545.239744 = -4514387.830562
  nChanged 469
		SP:Iteration 14Q (47201.150000 sec): 3 clusters
  Score: Raw -4518186.693043 + Penalty 3545.239744 = -4514641.453299
  nChanged 385
		SP:Iteration 15Q (47201.670000 sec): 3 clusters
  Score: Raw -4518401.477924 + Penalty 3545.239744 = -4514856.238180
  nChanged 319
		SP:Iteration 16Q (47202.160000 sec): 3 clusters
  Score: Raw -4518581.182236 + Penalty 3545.239744 = -4515035.942491
  nChanged 252
		SP:Iteration 17Q (47202.630000 sec): 3 clusters
  Score: Raw -4518718.408664 + Penalty 3545.239744 = -4515173.168920
  nChanged 181
		SP:Iteration 18Q (47203.110000 sec): 3 clusters
  Score: Raw -4518814.501111 + Penalty 3545.239744 = -4515269.261367
  nChanged 137
		SP:Iteration 19Q (47203.630000 sec): 3 clusters
  Score: Raw -4518886.994207 + Penalty 3545.239744 = -4515341.754463
  nChanged 98
		SP:Iteration 20F (47204.070000 sec): 3 clusters
  Score: Raw -4518936.849294 + Penalty 3545.239744 = -4515391.609550
  nChanged 76
		SP:Iteration 21Q (47204.600000 sec): 3 clusters
  Score: Raw -4518974.328792 + Penalty 3545.239744 = -4515429.089048
  nChanged 69
		SP:Iteration 22Q (47205.140000 sec): 3 clusters
  Score: Raw -4519006.556307 + Penalty 3545.239744 = -4515461.316563
  nChanged 43
		SP:Iteration 23Q (47205.610000 sec): 3 clusters
  Score: Raw -4519026.638719 + Penalty 3545.239744 = -4515481.398975
  nChanged 45
		SP:Iteration 24Q (47206.140000 sec): 3 clusters
  Score: Raw -4519046.051385 + Penalty 3545.239744 = -4515500.811641
  nChanged 32
		SP:Iteration 25Q (47206.660000 sec): 3 clusters
  Score: Raw -4519061.220151 + Penalty 3545.239744 = -4515515.980407
  nChanged 24
		SP:Iteration 26Q (47207.180000 sec): 3 clusters
  Score: Raw -4519072.604805 + Penalty 3545.239744 = -4515527.365060
  nChanged 25
		SP:Iteration 27Q (47207.700000 sec): 3 clusters
  Score: Raw -4519085.192226 + Penalty 3545.239744 = -4515539.952482
  nChanged 20
		SP:Iteration 28Q (47208.280000 sec): 3 clusters
  Score: Raw -4519094.193037 + Penalty 3545.239744 = -4515548.953292
  nChanged 16
		SP:Iteration 29Q (47208.770000 sec): 3 clusters
  Score: Raw -4519101.570727 + Penalty 3545.239744 = -4515556.330983
  nChanged 14
		SP:Iteration 30Q (47209.270000 sec): 3 clusters
  Score: Raw -4519108.733442 + Penalty 3545.239744 = -4515563.493698
  nChanged 10
		SP:Iteration 31Q (47209.780000 sec): 3 clusters
  Score: Raw -4519114.437047 + Penalty 3545.239744 = -4515569.197303
  nChanged 11
		SP:Iteration 32Q (47210.260000 sec): 3 clusters
  Score: Raw -4519120.624365 + Penalty 3545.239744 = -4515575.384621
  nChanged 14
		SP:Iteration 33Q (47210.770000 sec): 3 clusters
  Score: Raw -4519126.462775 + Penalty 3545.239744 = -4515581.223031
  nChanged 8
		SP:Iteration 34Q (47211.230000 sec): 3 clusters
  Score: Raw -4519129.823579 + Penalty 3545.239744 = -4515584.583835
  nChanged 7
		SP:Iteration 35Q (47211.680000 sec): 3 clusters
  Score: Raw -4519132.838995 + Penalty 3545.239744 = -4515587.599251
  nChanged 5
		SP:Iteration 36Q (47212.220000 sec): 3 clusters
  Score: Raw -4519135.321481 + Penalty 3545.239744 = -4515590.081737
  nChanged 6
		SP:Iteration 37Q (47212.690000 sec): 3 clusters
  Score: Raw -4519137.257747 + Penalty 3545.239744 = -4515592.018003
  nChanged 4
		SP:Iteration 38Q (47213.190000 sec): 3 clusters
  Score: Raw -4519139.159451 + Penalty 3545.239744 = -4515593.919707
  nChanged 5
		SP:Iteration 39Q (47213.640000 sec): 3 clusters
  Score: Raw -4519141.373171 + Penalty 3545.239744 = -4515596.133427
  nChanged 8
		SP:Iteration 40F (47214.170000 sec): 3 clusters
  Score: Raw -4519145.879913 + Penalty 3545.239744 = -4515600.640169
  nChanged 9
		SP:Iteration 41Q (47214.630000 sec): 3 clusters
  Score: Raw -4519150.041067 + Penalty 3545.239744 = -4515604.801323
  nChanged 6
		SP:Iteration 42Q (47215.120000 sec): 3 clusters
  Score: Raw -4519152.515775 + Penalty 3545.239744 = -4515607.276031
  nChanged 7
		SP:Iteration 43Q (47215.620000 sec): 3 clusters
  Score: Raw -4519156.533155 + Penalty 3545.239744 = -4515611.293411
  nChanged 10
		SP:Iteration 44Q (47216.030000 sec): 3 clusters
  Score: Raw -4519159.455873 + Penalty 3545.239744 = -4515614.216129
  nChanged 9
		SP:Iteration 45Q (47216.460000 sec): 3 clusters
  Score: Raw -4519164.224396 + Penalty 3545.239744 = -4515618.984652
  nChanged 4
		SP:Iteration 46Q (47216.880000 sec): 3 clusters
  Score: Raw -4519167.495745 + Penalty 3545.239744 = -4515622.256001
  nChanged 5
		SP:Iteration 47Q (47217.320000 sec): 3 clusters
  Score: Raw -4519168.688123 + Penalty 3545.239744 = -4515623.448379
  nChanged 4
		SP:Iteration 48Q (47217.790000 sec): 3 clusters
  Score: Raw -4519170.697827 + Penalty 3545.239744 = -4515625.458083
  nChanged 3
		SP:Iteration 49Q (47218.220000 sec): 3 clusters
  Score: Raw -4519172.549984 + Penalty 3545.239744 = -4515627.310240
  nChanged 5
		SP:Iteration 50Q (47218.680000 sec): 3 clusters
  Score: Raw -4519174.866591 + Penalty 3545.239744 = -4515629.626847
  nChanged 7
		SP:Iteration 51Q (47219.160000 sec): 3 clusters
  Score: Raw -4519177.413853 + Penalty 3545.239744 = -4515632.174108
  nChanged 3
		SP:Iteration 52Q (47219.640000 sec): 3 clusters
  Score: Raw -4519179.162719 + Penalty 3545.239744 = -4515633.922975
  nChanged 2
		SP:Iteration 53Q (47220.070000 sec): 3 clusters
  Score: Raw -4519180.380880 + Penalty 3545.239744 = -4515635.141136
  nChanged 3
		SP:Iteration 54Q (47220.570000 sec): 3 clusters
  Score: Raw -4519181.655341 + Penalty 3545.239744 = -4515636.415597
  nChanged 3
		SP:Iteration 55Q (47221.020000 sec): 3 clusters
  Score: Raw -4519184.747909 + Penalty 3545.239744 = -4515639.508165
  nChanged 2
		SP:Iteration 56Q (47221.480000 sec): 3 clusters
  Score: Raw -4519185.408450 + Penalty 3545.239744 = -4515640.168706
  nChanged 1
		SP:Iteration 57Q (47221.930000 sec): 3 clusters
  Score: Raw -4519185.736840 + Penalty 3545.239744 = -4515640.497096
  nChanged 1
		SP:Iteration 58Q (47222.400000 sec): 3 clusters
  Score: Raw -4519185.933527 + Penalty 3545.239744 = -4515640.693783
  nChanged 0
		SP:Iteration 59F (47222.860000 sec): 3 clusters
  Score: Raw -4519185.933527 + Penalty 3545.239744 = -4515640.693783
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 2 (247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47222.970000 sec): 2 clusters
  Score: Raw -16992.299542 + Penalty 895.275605 = -16097.023937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47223.170000 sec): 3 clusters
  Score: Raw -17101.329638 + Penalty 1790.551209 = -15310.778429
  nChanged 44
		SP:Iteration 1F (47223.330000 sec): 3 clusters
  Score: Raw -17211.449585 + Penalty 1790.551209 = -15420.898375
  nChanged 13
		SP:Iteration 2F (47223.520000 sec): 3 clusters
  Score: Raw -17256.855423 + Penalty 1790.551209 = -15466.304214
  nChanged 3
		SP:Iteration 3Q (47223.720000 sec): 3 clusters
  Score: Raw -17268.960745 + Penalty 1790.551209 = -15478.409535
  nChanged 0
		SP:Iteration 4F (47223.880000 sec): 3 clusters
  Score: Raw -17268.960745 + Penalty 1790.551209 = -15478.409535
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 3 (5256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47223.980000 sec): 2 clusters
  Score: Raw -443206.628674 + Penalty 1392.157904 = -441814.470770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47224.150000 sec): 3 clusters
  Score: Raw -440508.447290 + Penalty 2784.315807 = -437724.131483
  nChanged 2175
		SP:Iteration 1F (47224.330000 sec): 3 clusters
  Score: Raw -441712.356450 + Penalty 2784.315807 = -438928.040643
  nChanged 395
		SP:Iteration 2F (47224.510000 sec): 3 clusters
  Score: Raw -441971.212544 + Penalty 2784.315807 = -439186.896737
  nChanged 314
		SP:Iteration 3F (47224.700000 sec): 3 clusters
  Score: Raw -442189.584726 + Penalty 2784.315807 = -439405.268919
  nChanged 290
		SP:Iteration 4F (47224.870000 sec): 3 clusters
  Score: Raw -442378.890061 + Penalty 2784.315807 = -439594.574254
  nChanged 270
		SP:Iteration 5F (47225.020000 sec): 3 clusters
  Score: Raw -442536.997410 + Penalty 2784.315807 = -439752.681603
  nChanged 252
		SP:Iteration 6Q (47225.200000 sec): 3 clusters
  Score: Raw -442684.588995 + Penalty 2784.315807 = -439900.273188
  nChanged 221
		SP:Iteration 7Q (47225.390000 sec): 3 clusters
  Score: Raw -442806.672647 + Penalty 2784.315807 = -440022.356840
  nChanged 207
		SP:Iteration 8Q (47225.590000 sec): 3 clusters
  Score: Raw -442924.509622 + Penalty 2784.315807 = -440140.193815
  nChanged 183
		SP:Iteration 9Q (47225.790000 sec): 3 clusters
  Score: Raw -443042.616542 + Penalty 2784.315807 = -440258.300735
  nChanged 178
		SP:Iteration 10Q (47226.020000 sec): 3 clusters
  Score: Raw -443164.014601 + Penalty 2784.315807 = -440379.698793
  nChanged 185
		SP:Iteration 11Q (47226.240000 sec): 3 clusters
  Score: Raw -443298.788409 + Penalty 2784.315807 = -440514.472601
  nChanged 167
		SP:Iteration 12Q (47226.470000 sec): 3 clusters
  Score: Raw -443431.400915 + Penalty 2784.315807 = -440647.085108
  nChanged 149
		SP:Iteration 13Q (47226.680000 sec): 3 clusters
  Score: Raw -443554.613116 + Penalty 2784.315807 = -440770.297309
  nChanged 110
		SP:Iteration 14Q (47226.890000 sec): 3 clusters
  Score: Raw -443629.614703 + Penalty 2784.315807 = -440845.298896
  nChanged 96
		SP:Iteration 15Q (47227.120000 sec): 3 clusters
  Score: Raw -443685.303519 + Penalty 2784.315807 = -440900.987712
  nChanged 69
		SP:Iteration 16Q (47227.330000 sec): 3 clusters
  Score: Raw -443723.206108 + Penalty 2784.315807 = -440938.890300
  nChanged 52
		SP:Iteration 17Q (47227.460000 sec): 3 clusters
  Score: Raw -443741.320271 + Penalty 2784.315807 = -440957.004464
  nChanged 34
		SP:Iteration 18Q (47227.660000 sec): 3 clusters
  Score: Raw -443757.708967 + Penalty 2784.315807 = -440973.393160
  nChanged 35
		SP:Iteration 19Q (47227.900000 sec): 3 clusters
  Score: Raw -443773.499978 + Penalty 2784.315807 = -440989.184171
  nChanged 36
		SP:Iteration 20F (47228.120000 sec): 3 clusters
  Score: Raw -443790.300769 + Penalty 2784.315807 = -441005.984962
  nChanged 39
		SP:Iteration 21Q (47228.290000 sec): 3 clusters
  Score: Raw -443801.893630 + Penalty 2784.315807 = -441017.577823
  nChanged 21
		SP:Iteration 22Q (47228.450000 sec): 3 clusters
  Score: Raw -443810.049776 + Penalty 2784.315807 = -441025.733969
  nChanged 22
		SP:Iteration 23Q (47228.670000 sec): 3 clusters
  Score: Raw -443816.946566 + Penalty 2784.315807 = -441032.630759
  nChanged 16
		SP:Iteration 24Q (47228.890000 sec): 3 clusters
  Score: Raw -443822.695070 + Penalty 2784.315807 = -441038.379263
  nChanged 18
		SP:Iteration 25Q (47229.090000 sec): 3 clusters
  Score: Raw -443828.034923 + Penalty 2784.315807 = -441043.719116
  nChanged 11
		SP:Iteration 26Q (47229.310000 sec): 3 clusters
  Score: Raw -443832.268338 + Penalty 2784.315807 = -441047.952531
  nChanged 10
		SP:Iteration 27Q (47229.490000 sec): 3 clusters
  Score: Raw -443835.506428 + Penalty 2784.315807 = -441051.190621
  nChanged 12
		SP:Iteration 28Q (47229.660000 sec): 3 clusters
  Score: Raw -443839.013158 + Penalty 2784.315807 = -441054.697351
  nChanged 12
		SP:Iteration 29Q (47229.850000 sec): 3 clusters
  Score: Raw -443841.717541 + Penalty 2784.315807 = -441057.401734
  nChanged 5
		SP:Iteration 30Q (47230.040000 sec): 3 clusters
  Score: Raw -443842.418069 + Penalty 2784.315807 = -441058.102262
  nChanged 2
		SP:Iteration 31Q (47230.250000 sec): 3 clusters
  Score: Raw -443843.143438 + Penalty 2784.315807 = -441058.827631
  nChanged 3
		SP:Iteration 32Q (47230.460000 sec): 3 clusters
  Score: Raw -443844.172913 + Penalty 2784.315807 = -441059.857106
  nChanged 2
		SP:Iteration 33Q (47230.740000 sec): 3 clusters
  Score: Raw -443844.811657 + Penalty 2784.315807 = -441060.495850
  nChanged 2
		SP:Iteration 34Q (47230.960000 sec): 3 clusters
  Score: Raw -443845.212251 + Penalty 2784.315807 = -441060.896443
  nChanged 0
		SP:Iteration 35F (47231.110000 sec): 3 clusters
  Score: Raw -443845.212251 + Penalty 2784.315807 = -441060.896443
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 4 (4418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47231.220000 sec): 2 clusters
  Score: Raw -373136.117029 + Penalty 1363.934387 = -371772.182642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47231.450000 sec): 3 clusters
  Score: Raw -370924.798214 + Penalty 2727.868775 = -368196.929439
  nChanged 1732
		SP:Iteration 1F (47231.690000 sec): 3 clusters
  Score: Raw -371945.206833 + Penalty 2727.868775 = -369217.338058
  nChanged 356
		SP:Iteration 2F (47231.890000 sec): 3 clusters
  Score: Raw -372196.858616 + Penalty 2727.868775 = -369468.989841
  nChanged 266
		SP:Iteration 3F (47232.070000 sec): 3 clusters
  Score: Raw -372382.294176 + Penalty 2727.868775 = -369654.425401
  nChanged 223
		SP:Iteration 4F (47232.250000 sec): 3 clusters
  Score: Raw -372519.904995 + Penalty 2727.868775 = -369792.036220
  nChanged 197
		SP:Iteration 5Q (47232.460000 sec): 3 clusters
  Score: Raw -372633.024596 + Penalty 2727.868775 = -369905.155822
  nChanged 158
		SP:Iteration 6Q (47232.640000 sec): 3 clusters
  Score: Raw -372726.562174 + Penalty 2727.868775 = -369998.693399
  nChanged 141
		SP:Iteration 7Q (47232.920000 sec): 3 clusters
  Score: Raw -372810.683910 + Penalty 2727.868775 = -370082.815135
  nChanged 132
		SP:Iteration 8Q (47233.120000 sec): 3 clusters
  Score: Raw -372890.598905 + Penalty 2727.868775 = -370162.730131
  nChanged 115
		SP:Iteration 9Q (47233.390000 sec): 3 clusters
  Score: Raw -372946.856213 + Penalty 2727.868775 = -370218.987438
  nChanged 87
		SP:Iteration 10Q (47233.600000 sec): 3 clusters
  Score: Raw -372984.277607 + Penalty 2727.868775 = -370256.408832
  nChanged 82
		SP:Iteration 11Q (47233.770000 sec): 3 clusters
  Score: Raw -373020.402926 + Penalty 2727.868775 = -370292.534151
  nChanged 63
		SP:Iteration 12Q (47233.960000 sec): 3 clusters
  Score: Raw -373045.156013 + Penalty 2727.868775 = -370317.287238
  nChanged 44
		SP:Iteration 13Q (47234.160000 sec): 3 clusters
  Score: Raw -373061.414710 + Penalty 2727.868775 = -370333.545936
  nChanged 36
		SP:Iteration 14Q (47234.330000 sec): 3 clusters
  Score: Raw -373074.072708 + Penalty 2727.868775 = -370346.203934
  nChanged 33
		SP:Iteration 15Q (47234.510000 sec): 3 clusters
  Score: Raw -373085.724520 + Penalty 2727.868775 = -370357.855745
  nChanged 28
		SP:Iteration 16Q (47234.730000 sec): 3 clusters
  Score: Raw -373091.842840 + Penalty 2727.868775 = -370363.974066
  nChanged 19
		SP:Iteration 17Q (47234.980000 sec): 3 clusters
  Score: Raw -373095.992462 + Penalty 2727.868775 = -370368.123688
  nChanged 9
		SP:Iteration 18Q (47235.190000 sec): 3 clusters
  Score: Raw -373097.904544 + Penalty 2727.868775 = -370370.035769
  nChanged 8
		SP:Iteration 19Q (47235.410000 sec): 3 clusters
  Score: Raw -373100.057807 + Penalty 2727.868775 = -370372.189032
  nChanged 3
		SP:Iteration 20F (47235.610000 sec): 3 clusters
  Score: Raw -373100.758085 + Penalty 2727.868775 = -370372.889310
  nChanged 5
		SP:Iteration 21Q (47235.770000 sec): 3 clusters
  Score: Raw -373102.160549 + Penalty 2727.868775 = -370374.291774
  nChanged 9
		SP:Iteration 22Q (47235.960000 sec): 3 clusters
  Score: Raw -373105.223768 + Penalty 2727.868775 = -370377.354993
  nChanged 8
		SP:Iteration 23Q (47236.160000 sec): 3 clusters
  Score: Raw -373107.365997 + Penalty 2727.868775 = -370379.497222
  nChanged 6
		SP:Iteration 24Q (47236.380000 sec): 3 clusters
  Score: Raw -373108.520655 + Penalty 2727.868775 = -370380.651880
  nChanged 7
		SP:Iteration 25Q (47236.570000 sec): 3 clusters
  Score: Raw -373110.442040 + Penalty 2727.868775 = -370382.573265
  nChanged 8
		SP:Iteration 26Q (47236.880000 sec): 3 clusters
  Score: Raw -373112.811077 + Penalty 2727.868775 = -370384.942302
  nChanged 9
		SP:Iteration 27Q (47237.110000 sec): 3 clusters
  Score: Raw -373115.203129 + Penalty 2727.868775 = -370387.334354
  nChanged 9
		SP:Iteration 28Q (47237.330000 sec): 3 clusters
  Score: Raw -373117.296104 + Penalty 2727.868775 = -370389.427329
  nChanged 9
		SP:Iteration 29Q (47237.590000 sec): 3 clusters
  Score: Raw -373119.736336 + Penalty 2727.868775 = -370391.867562
  nChanged 8
		SP:Iteration 30Q (47237.820000 sec): 3 clusters
  Score: Raw -373120.531268 + Penalty 2727.868775 = -370392.662493
  nChanged 2
		SP:Iteration 31Q (47238.100000 sec): 3 clusters
  Score: Raw -373121.122468 + Penalty 2727.868775 = -370393.253693
  nChanged 5
		SP:Iteration 32Q (47238.260000 sec): 3 clusters
  Score: Raw -373122.574158 + Penalty 2727.868775 = -370394.705383
  nChanged 3
		SP:Iteration 33Q (47238.510000 sec): 3 clusters
  Score: Raw -373123.295013 + Penalty 2727.868775 = -370395.426239
  nChanged 5
		SP:Iteration 34Q (47238.740000 sec): 3 clusters
  Score: Raw -373124.026491 + Penalty 2727.868775 = -370396.157716
  nChanged 3
		SP:Iteration 35Q (47238.940000 sec): 3 clusters
  Score: Raw -373125.167140 + Penalty 2727.868775 = -370397.298366
  nChanged 5
		SP:Iteration 36Q (47239.150000 sec): 3 clusters
  Score: Raw -373126.830201 + Penalty 2727.868775 = -370398.961426
  nChanged 2
		SP:Iteration 37Q (47239.280000 sec): 3 clusters
  Score: Raw -373127.590501 + Penalty 2727.868775 = -370399.721726
  nChanged 2
		SP:Iteration 38Q (47239.420000 sec): 3 clusters
  Score: Raw -373128.144732 + Penalty 2727.868775 = -370400.275957
  nChanged 1
		SP:Iteration 39Q (47239.550000 sec): 3 clusters
  Score: Raw -373128.289627 + Penalty 2727.868775 = -370400.420852
  nChanged 1
		SP:Iteration 40F (47239.690000 sec): 3 clusters
  Score: Raw -373128.524104 + Penalty 2727.868775 = -370400.655329
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 5 (6897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47239.840000 sec): 2 clusters
  Score: Raw -570608.180457 + Penalty 1436.311795 = -569171.868662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47240.020000 sec): 3 clusters
  Score: Raw -566921.859086 + Penalty 2872.623589 = -564049.235496
  nChanged 2861
		SP:Iteration 1F (47240.190000 sec): 3 clusters
  Score: Raw -568445.497223 + Penalty 2872.623589 = -565572.873634
  nChanged 449
		SP:Iteration 2F (47240.390000 sec): 3 clusters
  Score: Raw -568678.823036 + Penalty 2872.623589 = -565806.199447
  nChanged 383
		SP:Iteration 3F (47240.650000 sec): 3 clusters
  Score: Raw -568863.566587 + Penalty 2872.623589 = -565990.942998
  nChanged 303
		SP:Iteration 4Q (47240.770000 sec): 3 clusters
  Score: Raw -569008.183474 + Penalty 2872.623589 = -566135.559885
  nChanged 265
		SP:Iteration 5Q (47240.950000 sec): 3 clusters
  Score: Raw -569121.941620 + Penalty 2872.623589 = -566249.318030
  nChanged 220
		SP:Iteration 6Q (47241.190000 sec): 3 clusters
  Score: Raw -569214.082745 + Penalty 2872.623589 = -566341.459156
  nChanged 200
		SP:Iteration 7Q (47241.430000 sec): 3 clusters
  Score: Raw -569303.564874 + Penalty 2872.623589 = -566430.941284
  nChanged 190
		SP:Iteration 8Q (47241.640000 sec): 3 clusters
  Score: Raw -569382.869165 + Penalty 2872.623589 = -566510.245576
  nChanged 179
		SP:Iteration 9Q (47241.890000 sec): 3 clusters
  Score: Raw -569461.393052 + Penalty 2872.623589 = -566588.769463
  nChanged 176
		SP:Iteration 10Q (47242.110000 sec): 3 clusters
  Score: Raw -569555.141661 + Penalty 2872.623589 = -566682.518072
  nChanged 186
		SP:Iteration 11Q (47242.350000 sec): 3 clusters
  Score: Raw -569656.921555 + Penalty 2872.623589 = -566784.297965
  nChanged 174
		SP:Iteration 12Q (47242.590000 sec): 3 clusters
  Score: Raw -569750.790173 + Penalty 2872.623589 = -566878.166583
  nChanged 191
		SP:Iteration 13Q (47242.820000 sec): 3 clusters
  Score: Raw -569860.936614 + Penalty 2872.623589 = -566988.313025
  nChanged 161
		SP:Iteration 14Q (47243.110000 sec): 3 clusters
  Score: Raw -569934.791443 + Penalty 2872.623589 = -567062.167854
  nChanged 132
		SP:Iteration 15Q (47243.320000 sec): 3 clusters
  Score: Raw -569987.965077 + Penalty 2872.623589 = -567115.341488
  nChanged 115
		SP:Iteration 16Q (47243.580000 sec): 3 clusters
  Score: Raw -570031.695018 + Penalty 2872.623589 = -567159.071429
  nChanged 99
		SP:Iteration 17Q (47243.790000 sec): 3 clusters
  Score: Raw -570069.189828 + Penalty 2872.623589 = -567196.566239
  nChanged 86
		SP:Iteration 18Q (47244.050000 sec): 3 clusters
  Score: Raw -570098.278084 + Penalty 2872.623589 = -567225.654495
  nChanged 67
		SP:Iteration 19Q (47244.290000 sec): 3 clusters
  Score: Raw -570117.280261 + Penalty 2872.623589 = -567244.656671
  nChanged 52
		SP:Iteration 20F (47244.510000 sec): 3 clusters
  Score: Raw -570132.078637 + Penalty 2872.623589 = -567259.455048
  nChanged 43
		SP:Iteration 21Q (47244.740000 sec): 3 clusters
  Score: Raw -570146.232943 + Penalty 2872.623589 = -567273.609354
  nChanged 57
		SP:Iteration 22Q (47244.970000 sec): 3 clusters
  Score: Raw -570164.557474 + Penalty 2872.623589 = -567291.933884
  nChanged 54
		SP:Iteration 23Q (47245.170000 sec): 3 clusters
  Score: Raw -570184.695257 + Penalty 2872.623589 = -567312.071668
  nChanged 66
		SP:Iteration 24Q (47245.370000 sec): 3 clusters
  Score: Raw -570208.687793 + Penalty 2872.623589 = -567336.064204
  nChanged 67
		SP:Iteration 25Q (47245.640000 sec): 3 clusters
  Score: Raw -570229.486650 + Penalty 2872.623589 = -567356.863061
  nChanged 58
		SP:Iteration 26Q (47245.910000 sec): 3 clusters
  Score: Raw -570245.688253 + Penalty 2872.623589 = -567373.064664
  nChanged 55
		SP:Iteration 27Q (47246.080000 sec): 3 clusters
  Score: Raw -570261.521107 + Penalty 2872.623589 = -567388.897518
  nChanged 54
		SP:Iteration 28Q (47246.270000 sec): 3 clusters
  Score: Raw -570277.479938 + Penalty 2872.623589 = -567404.856349
  nChanged 64
		SP:Iteration 29Q (47246.510000 sec): 3 clusters
  Score: Raw -570302.093635 + Penalty 2872.623589 = -567429.470045
  nChanged 60
		SP:Iteration 30Q (47246.700000 sec): 3 clusters
  Score: Raw -570326.820865 + Penalty 2872.623589 = -567454.197276
  nChanged 74
		SP:Iteration 31Q (47246.890000 sec): 3 clusters
  Score: Raw -570359.617247 + Penalty 2872.623589 = -567486.993658
  nChanged 73
		SP:Iteration 32Q (47247.110000 sec): 3 clusters
  Score: Raw -570387.348613 + Penalty 2872.623589 = -567514.725023
  nChanged 70
		SP:Iteration 33Q (47247.290000 sec): 3 clusters
  Score: Raw -570413.329533 + Penalty 2872.623589 = -567540.705944
  nChanged 60
		SP:Iteration 34Q (47247.540000 sec): 3 clusters
  Score: Raw -570436.047204 + Penalty 2872.623589 = -567563.423614
  nChanged 58
		SP:Iteration 35Q (47247.760000 sec): 3 clusters
  Score: Raw -570457.856247 + Penalty 2872.623589 = -567585.232657
  nChanged 50
		SP:Iteration 36Q (47248.000000 sec): 3 clusters
  Score: Raw -570472.183103 + Penalty 2872.623589 = -567599.559514
  nChanged 43
		SP:Iteration 37Q (47248.190000 sec): 3 clusters
  Score: Raw -570486.129411 + Penalty 2872.623589 = -567613.505822
  nChanged 52
		SP:Iteration 38Q (47248.430000 sec): 3 clusters
  Score: Raw -570504.006348 + Penalty 2872.623589 = -567631.382758
  nChanged 45
		SP:Iteration 39Q (47248.680000 sec): 3 clusters
  Score: Raw -570521.231357 + Penalty 2872.623589 = -567648.607768
  nChanged 53
		SP:Iteration 40F (47248.890000 sec): 3 clusters
  Score: Raw -570540.978168 + Penalty 2872.623589 = -567668.354578
  nChanged 50
		SP:Iteration 41Q (47249.160000 sec): 3 clusters
  Score: Raw -570560.947069 + Penalty 2872.623589 = -567688.323479
  nChanged 54
		SP:Iteration 42Q (47249.370000 sec): 3 clusters
  Score: Raw -570583.476916 + Penalty 2872.623589 = -567710.853326
  nChanged 48
		SP:Iteration 43Q (47249.560000 sec): 3 clusters
  Score: Raw -570603.326140 + Penalty 2872.623589 = -567730.702551
  nChanged 56
		SP:Iteration 44Q (47249.770000 sec): 3 clusters
  Score: Raw -570625.202802 + Penalty 2872.623589 = -567752.579213
  nChanged 38
		SP:Iteration 45Q (47249.970000 sec): 3 clusters
  Score: Raw -570637.498044 + Penalty 2872.623589 = -567764.874455
  nChanged 35
		SP:Iteration 46Q (47250.180000 sec): 3 clusters
  Score: Raw -570650.899912 + Penalty 2872.623589 = -567778.276323
  nChanged 43
		SP:Iteration 47Q (47250.390000 sec): 3 clusters
  Score: Raw -570667.440419 + Penalty 2872.623589 = -567794.816830
  nChanged 35
		SP:Iteration 48Q (47250.590000 sec): 3 clusters
  Score: Raw -570678.445472 + Penalty 2872.623589 = -567805.821883
  nChanged 28
		SP:Iteration 49Q (47250.780000 sec): 3 clusters
  Score: Raw -570688.937536 + Penalty 2872.623589 = -567816.313946
  nChanged 20
		SP:Iteration 50Q (47251.010000 sec): 3 clusters
  Score: Raw -570696.778562 + Penalty 2872.623589 = -567824.154972
  nChanged 15
		SP:Iteration 51Q (47251.250000 sec): 3 clusters
  Score: Raw -570702.996818 + Penalty 2872.623589 = -567830.373229
  nChanged 17
		SP:Iteration 52Q (47251.430000 sec): 3 clusters
  Score: Raw -570709.884912 + Penalty 2872.623589 = -567837.261323
  nChanged 15
		SP:Iteration 53Q (47251.680000 sec): 3 clusters
  Score: Raw -570715.565154 + Penalty 2872.623589 = -567842.941565
  nChanged 14
		SP:Iteration 54Q (47251.920000 sec): 3 clusters
  Score: Raw -570720.574173 + Penalty 2872.623589 = -567847.950584
  nChanged 16
		SP:Iteration 55Q (47252.140000 sec): 3 clusters
  Score: Raw -570726.084253 + Penalty 2872.623589 = -567853.460663
  nChanged 14
		SP:Iteration 56Q (47252.390000 sec): 3 clusters
  Score: Raw -570729.587875 + Penalty 2872.623589 = -567856.964285
  nChanged 7
		SP:Iteration 57Q (47252.570000 sec): 3 clusters
  Score: Raw -570731.213502 + Penalty 2872.623589 = -567858.589913
  nChanged 8
		SP:Iteration 58Q (47252.770000 sec): 3 clusters
  Score: Raw -570733.164773 + Penalty 2872.623589 = -567860.541184
  nChanged 5
		SP:Iteration 59Q (47253.030000 sec): 3 clusters
  Score: Raw -570734.514913 + Penalty 2872.623589 = -567861.891324
  nChanged 2
		SP:Iteration 60F (47253.200000 sec): 3 clusters
  Score: Raw -570735.021891 + Penalty 2872.623589 = -567862.398301
  nChanged 1
		SP:Iteration 61Q (47253.430000 sec): 3 clusters
  Score: Raw -570735.419612 + Penalty 2872.623589 = -567862.796023
  nChanged 1
		SP:Iteration 62Q (47253.670000 sec): 3 clusters
  Score: Raw -570735.543545 + Penalty 2872.623589 = -567862.919956
  nChanged 0
		SP:Iteration 63F (47253.950000 sec): 3 clusters
  Score: Raw -570735.543545 + Penalty 2872.623589 = -567862.919956
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 6 (3753 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47254.090000 sec): 2 clusters
  Score: Raw -331006.075854 + Penalty 1337.425505 = -329668.650349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47254.240000 sec): 3 clusters
  Score: Raw -329190.338519 + Penalty 2674.851010 = -326515.487509
  nChanged 1430
		SP:Iteration 1F (47254.420000 sec): 3 clusters
  Score: Raw -329991.116401 + Penalty 2674.851010 = -327316.265391
  nChanged 315
		SP:Iteration 2F (47254.580000 sec): 3 clusters
  Score: Raw -330164.029111 + Penalty 2674.851010 = -327489.178101
  nChanged 222
		SP:Iteration 3F (47254.760000 sec): 3 clusters
  Score: Raw -330276.974073 + Penalty 2674.851010 = -327602.123063
  nChanged 164
		SP:Iteration 4Q (47254.970000 sec): 3 clusters
  Score: Raw -330366.301331 + Penalty 2674.851010 = -327691.450321
  nChanged 152
		SP:Iteration 5Q (47255.200000 sec): 3 clusters
  Score: Raw -330462.802411 + Penalty 2674.851010 = -327787.951401
  nChanged 151
		SP:Iteration 6Q (47255.380000 sec): 3 clusters
  Score: Raw -330569.760271 + Penalty 2674.851010 = -327894.909261
  nChanged 171
		SP:Iteration 7Q (47255.590000 sec): 3 clusters
  Score: Raw -330693.733716 + Penalty 2674.851010 = -328018.882706
  nChanged 191
		SP:Iteration 8F (47255.840000 sec): 3 clusters
  Score: Raw -330870.884968 + Penalty 2674.851010 = -328196.033959
  nChanged 189
		SP:Iteration 9F (47256.010000 sec): 3 clusters
  Score: Raw -331031.498255 + Penalty 2674.851010 = -328356.647245
  nChanged 170
		SP:Iteration 10Q (47256.240000 sec): 3 clusters
  Score: Raw -331168.656603 + Penalty 2674.851010 = -328493.805593
  nChanged 109
		SP:Iteration 11Q (47256.430000 sec): 3 clusters
  Score: Raw -331233.297841 + Penalty 2674.851010 = -328558.446832
  nChanged 71
		SP:Iteration 12Q (47256.620000 sec): 3 clusters
  Score: Raw -331278.228062 + Penalty 2674.851010 = -328603.377052
  nChanged 54
		SP:Iteration 13Q (47256.780000 sec): 3 clusters
  Score: Raw -331308.325634 + Penalty 2674.851010 = -328633.474624
  nChanged 32
		SP:Iteration 14Q (47256.940000 sec): 3 clusters
  Score: Raw -331325.047382 + Penalty 2674.851010 = -328650.196372
  nChanged 30
		SP:Iteration 15Q (47257.140000 sec): 3 clusters
  Score: Raw -331340.495914 + Penalty 2674.851010 = -328665.644904
  nChanged 28
		SP:Iteration 16Q (47257.330000 sec): 3 clusters
  Score: Raw -331357.500427 + Penalty 2674.851010 = -328682.649417
  nChanged 21
		SP:Iteration 17Q (47257.530000 sec): 3 clusters
  Score: Raw -331366.414699 + Penalty 2674.851010 = -328691.563689
  nChanged 10
		SP:Iteration 18Q (47257.670000 sec): 3 clusters
  Score: Raw -331370.946287 + Penalty 2674.851010 = -328696.095277
  nChanged 10
		SP:Iteration 19Q (47257.840000 sec): 3 clusters
  Score: Raw -331373.827105 + Penalty 2674.851010 = -328698.976095
  nChanged 6
		SP:Iteration 20F (47258.020000 sec): 3 clusters
  Score: Raw -331375.775084 + Penalty 2674.851010 = -328700.924075
  nChanged 2
		SP:Iteration 21Q (47258.190000 sec): 3 clusters
  Score: Raw -331376.288853 + Penalty 2674.851010 = -328701.437844
  nChanged 2
		SP:Iteration 22Q (47258.370000 sec): 3 clusters
  Score: Raw -331376.655525 + Penalty 2674.851010 = -328701.804515
  nChanged 6
		SP:Iteration 23Q (47258.570000 sec): 3 clusters
  Score: Raw -331378.138148 + Penalty 2674.851010 = -328703.287138
  nChanged 1
		SP:Iteration 24Q (47258.720000 sec): 3 clusters
  Score: Raw -331378.490464 + Penalty 2674.851010 = -328703.639455
  nChanged 0
		SP:Iteration 25F (47258.920000 sec): 3 clusters
  Score: Raw -331378.490464 + Penalty 2674.851010 = -328703.639455
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 7 (6823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47259.080000 sec): 2 clusters
  Score: Raw -648766.633318 + Penalty 1434.558862 = -647332.074456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47259.340000 sec): 3 clusters
  Score: Raw -645047.037666 + Penalty 2869.117724 = -642177.919942
  nChanged 2798
		SP:Iteration 1F (47259.530000 sec): 3 clusters
  Score: Raw -646527.252257 + Penalty 2869.117724 = -643658.134533
  nChanged 414
		SP:Iteration 2F (47259.760000 sec): 3 clusters
  Score: Raw -646703.463772 + Penalty 2869.117724 = -643834.346047
  nChanged 333
		SP:Iteration 3Q (47259.980000 sec): 3 clusters
  Score: Raw -646839.213260 + Penalty 2869.117724 = -643970.095535
  nChanged 292
		SP:Iteration 4Q (47260.200000 sec): 3 clusters
  Score: Raw -646948.458267 + Penalty 2869.117724 = -644079.340543
  nChanged 219
		SP:Iteration 5Q (47260.460000 sec): 3 clusters
  Score: Raw -647022.698127 + Penalty 2869.117724 = -644153.580403
  nChanged 194
		SP:Iteration 6Q (47260.720000 sec): 3 clusters
  Score: Raw -647097.145664 + Penalty 2869.117724 = -644228.027939
  nChanged 182
		SP:Iteration 7Q (47260.880000 sec): 3 clusters
  Score: Raw -647162.287480 + Penalty 2869.117724 = -644293.169756
  nChanged 180
		SP:Iteration 8Q (47261.060000 sec): 3 clusters
  Score: Raw -647240.693805 + Penalty 2869.117724 = -644371.576081
  nChanged 210
		SP:Iteration 9Q (47261.300000 sec): 3 clusters
  Score: Raw -647340.553129 + Penalty 2869.117724 = -644471.435405
  nChanged 239
		SP:Iteration 10Q (47261.540000 sec): 3 clusters
  Score: Raw -647456.431023 + Penalty 2869.117724 = -644587.313299
  nChanged 229
		SP:Iteration 11Q (47261.770000 sec): 3 clusters
  Score: Raw -647587.853787 + Penalty 2869.117724 = -644718.736062
  nChanged 244
		SP:Iteration 12Q (47262.000000 sec): 3 clusters
  Score: Raw -647747.544474 + Penalty 2869.117724 = -644878.426749
  nChanged 262
		SP:Iteration 13Q (47262.240000 sec): 3 clusters
  Score: Raw -647935.839068 + Penalty 2869.117724 = -645066.721344
  nChanged 272
		SP:Iteration 14Q (47262.440000 sec): 3 clusters
  Score: Raw -648155.218652 + Penalty 2869.117724 = -645286.100928
  nChanged 261
		SP:Iteration 15Q (47262.670000 sec): 3 clusters
  Score: Raw -648365.830922 + Penalty 2869.117724 = -645496.713197
  nChanged 196
		SP:Iteration 16Q (47262.850000 sec): 3 clusters
  Score: Raw -648531.140936 + Penalty 2869.117724 = -645662.023211
  nChanged 143
		SP:Iteration 17Q (47263.060000 sec): 3 clusters
  Score: Raw -648650.403341 + Penalty 2869.117724 = -645781.285616
  nChanged 99
		SP:Iteration 18Q (47263.250000 sec): 3 clusters
  Score: Raw -648738.572996 + Penalty 2869.117724 = -645869.455271
  nChanged 62
		SP:Iteration 19Q (47263.470000 sec): 3 clusters
  Score: Raw -648797.204657 + Penalty 2869.117724 = -645928.086933
  nChanged 43
		SP:Iteration 20F (47263.640000 sec): 3 clusters
  Score: Raw -648838.992035 + Penalty 2869.117724 = -645969.874310
  nChanged 22
		SP:Iteration 21Q (47263.850000 sec): 3 clusters
  Score: Raw -648864.497060 + Penalty 2869.117724 = -645995.379336
  nChanged 24
		SP:Iteration 22Q (47264.030000 sec): 3 clusters
  Score: Raw -648887.215383 + Penalty 2869.117724 = -646018.097659
  nChanged 15
		SP:Iteration 23Q (47264.220000 sec): 3 clusters
  Score: Raw -648900.962966 + Penalty 2869.117724 = -646031.845241
  nChanged 12
		SP:Iteration 24Q (47264.450000 sec): 3 clusters
  Score: Raw -648913.222747 + Penalty 2869.117724 = -646044.105023
  nChanged 7
		SP:Iteration 25Q (47264.670000 sec): 3 clusters
  Score: Raw -648919.773400 + Penalty 2869.117724 = -646050.655676
  nChanged 8
		SP:Iteration 26Q (47264.870000 sec): 3 clusters
  Score: Raw -648927.962726 + Penalty 2869.117724 = -646058.845001
  nChanged 6
		SP:Iteration 27Q (47265.070000 sec): 3 clusters
  Score: Raw -648934.392594 + Penalty 2869.117724 = -646065.274869
  nChanged 1
		SP:Iteration 28Q (47265.320000 sec): 3 clusters
  Score: Raw -648935.471769 + Penalty 2869.117724 = -646066.354044
  nChanged 3
		SP:Iteration 29Q (47265.550000 sec): 3 clusters
  Score: Raw -648938.100864 + Penalty 2869.117724 = -646068.983140
  nChanged 4
		SP:Iteration 30Q (47265.680000 sec): 3 clusters
  Score: Raw -648941.982955 + Penalty 2869.117724 = -646072.865230
  nChanged 1
		SP:Iteration 31Q (47265.860000 sec): 3 clusters
  Score: Raw -648942.606979 + Penalty 2869.117724 = -646073.489254
  nChanged 0
		SP:Iteration 32F (47266.060000 sec): 3 clusters
  Score: Raw -648942.606979 + Penalty 2869.117724 = -646073.489254
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 8 (14183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47266.240000 sec): 2 clusters
  Score: Raw -1210068.267703 + Penalty 1553.467393 = -1208514.800310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47266.480000 sec): 3 clusters
  Score: Raw -1201654.703401 + Penalty 3106.934787 = -1198547.768614
  nChanged 6353
		SP:Iteration 1F (47266.690000 sec): 3 clusters
  Score: Raw -1205171.830573 + Penalty 3106.934787 = -1202064.895787
  nChanged 784
		SP:Iteration 2F (47266.900000 sec): 3 clusters
  Score: Raw -1205543.760335 + Penalty 3106.934787 = -1202436.825549
  nChanged 766
		SP:Iteration 3F (47267.100000 sec): 3 clusters
  Score: Raw -1205960.144999 + Penalty 3106.934787 = -1202853.210213
  nChanged 801
		SP:Iteration 4F (47267.420000 sec): 3 clusters
  Score: Raw -1206496.984613 + Penalty 3106.934787 = -1203390.049826
  nChanged 773
		SP:Iteration 5F (47267.680000 sec): 3 clusters
  Score: Raw -1207112.132747 + Penalty 3106.934787 = -1204005.197961
  nChanged 739
		SP:Iteration 6F (47267.980000 sec): 3 clusters
  Score: Raw -1207708.771008 + Penalty 3106.934787 = -1204601.836221
  nChanged 714
		SP:Iteration 7F (47268.280000 sec): 3 clusters
  Score: Raw -1208312.858066 + Penalty 3106.934787 = -1205205.923280
  nChanged 640
		SP:Iteration 8Q (47268.570000 sec): 3 clusters
  Score: Raw -1208823.968190 + Penalty 3106.934787 = -1205717.033403
  nChanged 541
		SP:Iteration 9Q (47268.960000 sec): 3 clusters
  Score: Raw -1209163.631139 + Penalty 3106.934787 = -1206056.696353
  nChanged 409
		SP:Iteration 10Q (47269.260000 sec): 3 clusters
  Score: Raw -1209398.477991 + Penalty 3106.934787 = -1206291.543205
  nChanged 334
		SP:Iteration 11Q (47269.530000 sec): 3 clusters
  Score: Raw -1209574.165384 + Penalty 3106.934787 = -1206467.230597
  nChanged 267
		SP:Iteration 12Q (47269.830000 sec): 3 clusters
  Score: Raw -1209712.203160 + Penalty 3106.934787 = -1206605.268373
  nChanged 237
		SP:Iteration 13Q (47270.110000 sec): 3 clusters
  Score: Raw -1209833.865834 + Penalty 3106.934787 = -1206726.931048
  nChanged 230
		SP:Iteration 14Q (47270.370000 sec): 3 clusters
  Score: Raw -1209952.967430 + Penalty 3106.934787 = -1206846.032643
  nChanged 204
		SP:Iteration 15Q (47270.650000 sec): 3 clusters
  Score: Raw -1210059.435913 + Penalty 3106.934787 = -1206952.501126
  nChanged 167
		SP:Iteration 16Q (47270.960000 sec): 3 clusters
  Score: Raw -1210142.720691 + Penalty 3106.934787 = -1207035.785904
  nChanged 155
		SP:Iteration 17Q (47271.230000 sec): 3 clusters
  Score: Raw -1210221.070141 + Penalty 3106.934787 = -1207114.135355
  nChanged 123
		SP:Iteration 18Q (47271.510000 sec): 3 clusters
  Score: Raw -1210275.436340 + Penalty 3106.934787 = -1207168.501554
  nChanged 100
		SP:Iteration 19Q (47271.790000 sec): 3 clusters
  Score: Raw -1210315.166301 + Penalty 3106.934787 = -1207208.231514
  nChanged 76
		SP:Iteration 20F (47272.050000 sec): 3 clusters
  Score: Raw -1210346.352408 + Penalty 3106.934787 = -1207239.417622
  nChanged 68
		SP:Iteration 21Q (47272.290000 sec): 3 clusters
  Score: Raw -1210374.309751 + Penalty 3106.934787 = -1207267.374965
  nChanged 75
		SP:Iteration 22Q (47272.520000 sec): 3 clusters
  Score: Raw -1210405.251493 + Penalty 3106.934787 = -1207298.316707
  nChanged 70
		SP:Iteration 23Q (47272.770000 sec): 3 clusters
  Score: Raw -1210433.957054 + Penalty 3106.934787 = -1207327.022267
  nChanged 48
		SP:Iteration 24Q (47272.990000 sec): 3 clusters
  Score: Raw -1210452.447423 + Penalty 3106.934787 = -1207345.512636
  nChanged 51
		SP:Iteration 25Q (47273.190000 sec): 3 clusters
  Score: Raw -1210469.770896 + Penalty 3106.934787 = -1207362.836110
  nChanged 33
		SP:Iteration 26Q (47273.420000 sec): 3 clusters
  Score: Raw -1210482.089706 + Penalty 3106.934787 = -1207375.154920
  nChanged 33
		SP:Iteration 27Q (47273.690000 sec): 3 clusters
  Score: Raw -1210492.932919 + Penalty 3106.934787 = -1207385.998133
  nChanged 27
		SP:Iteration 28Q (47273.890000 sec): 3 clusters
  Score: Raw -1210503.607499 + Penalty 3106.934787 = -1207396.672712
  nChanged 27
		SP:Iteration 29Q (47274.160000 sec): 3 clusters
  Score: Raw -1210513.014052 + Penalty 3106.934787 = -1207406.079266
  nChanged 21
		SP:Iteration 30Q (47274.410000 sec): 3 clusters
  Score: Raw -1210520.029359 + Penalty 3106.934787 = -1207413.094573
  nChanged 18
		SP:Iteration 31Q (47274.640000 sec): 3 clusters
  Score: Raw -1210525.614532 + Penalty 3106.934787 = -1207418.679745
  nChanged 13
		SP:Iteration 32Q (47274.910000 sec): 3 clusters
  Score: Raw -1210529.334742 + Penalty 3106.934787 = -1207422.399955
  nChanged 11
		SP:Iteration 33Q (47275.190000 sec): 3 clusters
  Score: Raw -1210533.888951 + Penalty 3106.934787 = -1207426.954165
  nChanged 16
		SP:Iteration 34Q (47275.390000 sec): 3 clusters
  Score: Raw -1210538.635805 + Penalty 3106.934787 = -1207431.701018
  nChanged 12
		SP:Iteration 35Q (47275.700000 sec): 3 clusters
  Score: Raw -1210543.014090 + Penalty 3106.934787 = -1207436.079304
  nChanged 8
		SP:Iteration 36Q (47275.930000 sec): 3 clusters
  Score: Raw -1210544.973255 + Penalty 3106.934787 = -1207438.038469
  nChanged 8
		SP:Iteration 37Q (47276.140000 sec): 3 clusters
  Score: Raw -1210548.434161 + Penalty 3106.934787 = -1207441.499374
  nChanged 12
		SP:Iteration 38Q (47276.380000 sec): 3 clusters
  Score: Raw -1210552.441888 + Penalty 3106.934787 = -1207445.507101
  nChanged 9
		SP:Iteration 39Q (47276.720000 sec): 3 clusters
  Score: Raw -1210555.609793 + Penalty 3106.934787 = -1207448.675006
  nChanged 8
		SP:Iteration 40F (47276.910000 sec): 3 clusters
  Score: Raw -1210559.161076 + Penalty 3106.934787 = -1207452.226290
  nChanged 12
		SP:Iteration 41Q (47277.170000 sec): 3 clusters
  Score: Raw -1210563.250900 + Penalty 3106.934787 = -1207456.316113
  nChanged 10
		SP:Iteration 42Q (47277.390000 sec): 3 clusters
  Score: Raw -1210566.289668 + Penalty 3106.934787 = -1207459.354882
  nChanged 5
		SP:Iteration 43Q (47277.610000 sec): 3 clusters
  Score: Raw -1210568.133974 + Penalty 3106.934787 = -1207461.199188
  nChanged 9
		SP:Iteration 44Q (47277.840000 sec): 3 clusters
  Score: Raw -1210571.436474 + Penalty 3106.934787 = -1207464.501687
  nChanged 7
		SP:Iteration 45Q (47278.080000 sec): 3 clusters
  Score: Raw -1210573.368162 + Penalty 3106.934787 = -1207466.433375
  nChanged 6
		SP:Iteration 46Q (47278.320000 sec): 3 clusters
  Score: Raw -1210575.130185 + Penalty 3106.934787 = -1207468.195398
  nChanged 6
		SP:Iteration 47Q (47278.560000 sec): 3 clusters
  Score: Raw -1210576.794284 + Penalty 3106.934787 = -1207469.859497
  nChanged 6
		SP:Iteration 48Q (47278.780000 sec): 3 clusters
  Score: Raw -1210577.986507 + Penalty 3106.934787 = -1207471.051720
  nChanged 1
		SP:Iteration 49Q (47279.010000 sec): 3 clusters
  Score: Raw -1210578.263842 + Penalty 3106.934787 = -1207471.329056
  nChanged 2
		SP:Iteration 50Q (47279.310000 sec): 3 clusters
  Score: Raw -1210578.940708 + Penalty 3106.934787 = -1207472.005921
  nChanged 1
		SP:Iteration 51Q (47279.500000 sec): 3 clusters
  Score: Raw -1210579.249038 + Penalty 3106.934787 = -1207472.314252
  nChanged 0
		SP:Iteration 52F (47279.780000 sec): 3 clusters
  Score: Raw -1210579.249038 + Penalty 3106.934787 = -1207472.314252
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 9 (23873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47279.950000 sec): 2 clusters
  Score: Raw -2085823.378542 + Penalty 1638.081801 = -2084185.296741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47280.240000 sec): 3 clusters
  Score: Raw -2071186.358054 + Penalty 3276.163602 = -2067910.194451
  nChanged 10925
		SP:Iteration 1F (47280.580000 sec): 3 clusters
  Score: Raw -2077429.191646 + Penalty 3276.163602 = -2074153.028043
  nChanged 1316
		SP:Iteration 2F (47280.860000 sec): 3 clusters
  Score: Raw -2078025.457812 + Penalty 3276.163602 = -2074749.294210
  nChanged 1370
		SP:Iteration 3F (47281.200000 sec): 3 clusters
  Score: Raw -2078776.945605 + Penalty 3276.163602 = -2075500.782003
  nChanged 1490
		SP:Iteration 4F (47281.460000 sec): 3 clusters
  Score: Raw -2079751.865634 + Penalty 3276.163602 = -2076475.702031
  nChanged 1701
		SP:Iteration 5F (47281.740000 sec): 3 clusters
  Score: Raw -2081000.036886 + Penalty 3276.163602 = -2077723.873283
  nChanged 1747
		SP:Iteration 6F (47282.040000 sec): 3 clusters
  Score: Raw -2082355.336414 + Penalty 3276.163602 = -2079079.172811
  nChanged 1517
		SP:Iteration 7F (47282.330000 sec): 3 clusters
  Score: Raw -2083564.275937 + Penalty 3276.163602 = -2080288.112334
  nChanged 1172
		SP:Iteration 8Q (47282.620000 sec): 3 clusters
  Score: Raw -2084637.041347 + Penalty 3276.163602 = -2081360.877744
  nChanged 918
		SP:Iteration 9Q (47282.930000 sec): 3 clusters
  Score: Raw -2085380.342076 + Penalty 3276.163602 = -2082104.178473
  nChanged 598
		SP:Iteration 10Q (47283.240000 sec): 3 clusters
  Score: Raw -2085734.281916 + Penalty 3276.163602 = -2082458.118313
  nChanged 388
		SP:Iteration 11Q (47283.560000 sec): 3 clusters
  Score: Raw -2085899.620537 + Penalty 3276.163602 = -2082623.456934
  nChanged 293
		SP:Iteration 12Q (47283.860000 sec): 3 clusters
  Score: Raw -2085998.138889 + Penalty 3276.163602 = -2082721.975286
  nChanged 212
		SP:Iteration 13Q (47284.170000 sec): 3 clusters
  Score: Raw -2086059.517301 + Penalty 3276.163602 = -2082783.353698
  nChanged 182
		SP:Iteration 14Q (47284.480000 sec): 3 clusters
  Score: Raw -2086106.166582 + Penalty 3276.163602 = -2082830.002979
  nChanged 156
		SP:Iteration 15Q (47284.790000 sec): 3 clusters
  Score: Raw -2086141.043422 + Penalty 3276.163602 = -2082864.879819
  nChanged 124
		SP:Iteration 16Q (47285.100000 sec): 3 clusters
  Score: Raw -2086164.579642 + Penalty 3276.163602 = -2082888.416040
  nChanged 103
		SP:Iteration 17Q (47285.450000 sec): 3 clusters
  Score: Raw -2086183.479963 + Penalty 3276.163602 = -2082907.316360
  nChanged 88
		SP:Iteration 18Q (47285.770000 sec): 3 clusters
  Score: Raw -2086197.481480 + Penalty 3276.163602 = -2082921.317877
  nChanged 76
		SP:Iteration 19Q (47286.090000 sec): 3 clusters
  Score: Raw -2086209.043102 + Penalty 3276.163602 = -2082932.879499
  nChanged 76
		SP:Iteration 20F (47286.390000 sec): 3 clusters
  Score: Raw -2086220.934393 + Penalty 3276.163602 = -2082944.770791
  nChanged 72
		SP:Iteration 21Q (47286.690000 sec): 3 clusters
  Score: Raw -2086234.078289 + Penalty 3276.163602 = -2082957.914687
  nChanged 72
		SP:Iteration 22Q (47287.030000 sec): 3 clusters
  Score: Raw -2086249.011414 + Penalty 3276.163602 = -2082972.847812
  nChanged 78
		SP:Iteration 23Q (47287.400000 sec): 3 clusters
  Score: Raw -2086264.123802 + Penalty 3276.163602 = -2082987.960200
  nChanged 78
		SP:Iteration 24Q (47287.720000 sec): 3 clusters
  Score: Raw -2086276.510318 + Penalty 3276.163602 = -2083000.346716
  nChanged 60
		SP:Iteration 25Q (47288.080000 sec): 3 clusters
  Score: Raw -2086284.430071 + Penalty 3276.163602 = -2083008.266468
  nChanged 46
		SP:Iteration 26Q (47288.380000 sec): 3 clusters
  Score: Raw -2086289.946699 + Penalty 3276.163602 = -2083013.783097
  nChanged 39
		SP:Iteration 27Q (47288.710000 sec): 3 clusters
  Score: Raw -2086295.185078 + Penalty 3276.163602 = -2083019.021476
  nChanged 36
		SP:Iteration 28Q (47289.010000 sec): 3 clusters
  Score: Raw -2086300.527350 + Penalty 3276.163602 = -2083024.363748
  nChanged 33
		SP:Iteration 29Q (47289.270000 sec): 3 clusters
  Score: Raw -2086303.736132 + Penalty 3276.163602 = -2083027.572529
  nChanged 20
		SP:Iteration 30Q (47289.590000 sec): 3 clusters
  Score: Raw -2086305.449506 + Penalty 3276.163602 = -2083029.285904
  nChanged 20
		SP:Iteration 31Q (47289.870000 sec): 3 clusters
  Score: Raw -2086307.209279 + Penalty 3276.163602 = -2083031.045677
  nChanged 21
		SP:Iteration 32Q (47290.150000 sec): 3 clusters
  Score: Raw -2086309.257270 + Penalty 3276.163602 = -2083033.093667
  nChanged 17
		SP:Iteration 33Q (47290.400000 sec): 3 clusters
  Score: Raw -2086311.047915 + Penalty 3276.163602 = -2083034.884312
  nChanged 24
		SP:Iteration 34Q (47290.650000 sec): 3 clusters
  Score: Raw -2086313.309363 + Penalty 3276.163602 = -2083037.145761
  nChanged 24
		SP:Iteration 35Q (47290.910000 sec): 3 clusters
  Score: Raw -2086315.377977 + Penalty 3276.163602 = -2083039.214375
  nChanged 21
		SP:Iteration 36Q (47291.230000 sec): 3 clusters
  Score: Raw -2086317.302322 + Penalty 3276.163602 = -2083041.138720
  nChanged 13
		SP:Iteration 37Q (47291.570000 sec): 3 clusters
  Score: Raw -2086318.616947 + Penalty 3276.163602 = -2083042.453345
  nChanged 19
		SP:Iteration 38Q (47291.840000 sec): 3 clusters
  Score: Raw -2086320.370701 + Penalty 3276.163602 = -2083044.207099
  nChanged 21
		SP:Iteration 39Q (47292.130000 sec): 3 clusters
  Score: Raw -2086322.280863 + Penalty 3276.163602 = -2083046.117260
  nChanged 22
		SP:Iteration 40F (47292.450000 sec): 3 clusters
  Score: Raw -2086324.538605 + Penalty 3276.163602 = -2083048.375002
  nChanged 25
		SP:Iteration 41Q (47292.710000 sec): 3 clusters
  Score: Raw -2086327.214386 + Penalty 3276.163602 = -2083051.050784
  nChanged 28
		SP:Iteration 42Q (47293.040000 sec): 3 clusters
  Score: Raw -2086330.537292 + Penalty 3276.163602 = -2083054.373689
  nChanged 28
		SP:Iteration 43Q (47293.380000 sec): 3 clusters
  Score: Raw -2086333.946144 + Penalty 3276.163602 = -2083057.782542
  nChanged 38
		SP:Iteration 44Q (47293.680000 sec): 3 clusters
  Score: Raw -2086338.193987 + Penalty 3276.163602 = -2083062.030385
  nChanged 31
		SP:Iteration 45Q (47293.990000 sec): 3 clusters
  Score: Raw -2086341.327904 + Penalty 3276.163602 = -2083065.164302
  nChanged 32
		SP:Iteration 46Q (47294.340000 sec): 3 clusters
  Score: Raw -2086345.576634 + Penalty 3276.163602 = -2083069.413031
  nChanged 34
		SP:Iteration 47Q (47294.640000 sec): 3 clusters
  Score: Raw -2086349.484745 + Penalty 3276.163602 = -2083073.321143
  nChanged 27
		SP:Iteration 48Q (47294.990000 sec): 3 clusters
  Score: Raw -2086352.548287 + Penalty 3276.163602 = -2083076.384685
  nChanged 32
		SP:Iteration 49Q (47295.360000 sec): 3 clusters
  Score: Raw -2086357.218133 + Penalty 3276.163602 = -2083081.054531
  nChanged 40
		SP:Iteration 50Q (47295.630000 sec): 3 clusters
  Score: Raw -2086363.988853 + Penalty 3276.163602 = -2083087.825251
  nChanged 35
		SP:Iteration 51Q (47295.990000 sec): 3 clusters
  Score: Raw -2086369.245163 + Penalty 3276.163602 = -2083093.081561
  nChanged 30
		SP:Iteration 52Q (47296.260000 sec): 3 clusters
  Score: Raw -2086372.898234 + Penalty 3276.163602 = -2083096.734632
  nChanged 27
		SP:Iteration 53Q (47296.620000 sec): 3 clusters
  Score: Raw -2086375.845066 + Penalty 3276.163602 = -2083099.681464
  nChanged 18
		SP:Iteration 54Q (47296.920000 sec): 3 clusters
  Score: Raw -2086377.963229 + Penalty 3276.163602 = -2083101.799626
  nChanged 22
		SP:Iteration 55Q (47297.230000 sec): 3 clusters
  Score: Raw -2086381.151909 + Penalty 3276.163602 = -2083104.988307
  nChanged 24
		SP:Iteration 56Q (47297.520000 sec): 3 clusters
  Score: Raw -2086384.168728 + Penalty 3276.163602 = -2083108.005126
  nChanged 25
		SP:Iteration 57Q (47297.830000 sec): 3 clusters
  Score: Raw -2086387.145740 + Penalty 3276.163602 = -2083110.982137
  nChanged 32
		SP:Iteration 58Q (47298.160000 sec): 3 clusters
  Score: Raw -2086391.776888 + Penalty 3276.163602 = -2083115.613286
  nChanged 37
		SP:Iteration 59Q (47298.510000 sec): 3 clusters
  Score: Raw -2086396.424625 + Penalty 3276.163602 = -2083120.261022
  nChanged 34
		SP:Iteration 60F (47298.790000 sec): 3 clusters
  Score: Raw -2086400.679965 + Penalty 3276.163602 = -2083124.516363
  nChanged 31
		SP:Iteration 61Q (47299.150000 sec): 3 clusters
  Score: Raw -2086403.783096 + Penalty 3276.163602 = -2083127.619493
  nChanged 27
		SP:Iteration 62Q (47299.460000 sec): 3 clusters
  Score: Raw -2086406.753274 + Penalty 3276.163602 = -2083130.589671
  nChanged 24
		SP:Iteration 63Q (47299.820000 sec): 3 clusters
  Score: Raw -2086409.758536 + Penalty 3276.163602 = -2083133.594933
  nChanged 25
		SP:Iteration 64Q (47300.080000 sec): 3 clusters
  Score: Raw -2086412.655476 + Penalty 3276.163602 = -2083136.491874
  nChanged 26
		SP:Iteration 65Q (47300.470000 sec): 3 clusters
  Score: Raw -2086415.375954 + Penalty 3276.163602 = -2083139.212352
  nChanged 24
		SP:Iteration 66Q (47300.730000 sec): 3 clusters
  Score: Raw -2086418.336716 + Penalty 3276.163602 = -2083142.173114
  nChanged 24
		SP:Iteration 67Q (47301.080000 sec): 3 clusters
  Score: Raw -2086420.833859 + Penalty 3276.163602 = -2083144.670256
  nChanged 25
		SP:Iteration 68Q (47301.470000 sec): 3 clusters
  Score: Raw -2086423.150887 + Penalty 3276.163602 = -2083146.987285
  nChanged 19
		SP:Iteration 69Q (47301.760000 sec): 3 clusters
  Score: Raw -2086424.614901 + Penalty 3276.163602 = -2083148.451299
  nChanged 14
		SP:Iteration 70Q (47302.100000 sec): 3 clusters
  Score: Raw -2086425.737729 + Penalty 3276.163602 = -2083149.574126
  nChanged 11
		SP:Iteration 71Q (47302.410000 sec): 3 clusters
  Score: Raw -2086426.464507 + Penalty 3276.163602 = -2083150.300904
  nChanged 7
		SP:Iteration 72Q (47302.690000 sec): 3 clusters
  Score: Raw -2086427.069192 + Penalty 3276.163602 = -2083150.905589
  nChanged 9
		SP:Iteration 73Q (47302.980000 sec): 3 clusters
  Score: Raw -2086427.712221 + Penalty 3276.163602 = -2083151.548618
  nChanged 5
		SP:Iteration 74Q (47303.300000 sec): 3 clusters
  Score: Raw -2086428.161579 + Penalty 3276.163602 = -2083151.997976
  nChanged 8
		SP:Iteration 75Q (47303.560000 sec): 3 clusters
  Score: Raw -2086428.772987 + Penalty 3276.163602 = -2083152.609384
  nChanged 3
		SP:Iteration 76Q (47303.850000 sec): 3 clusters
  Score: Raw -2086428.956258 + Penalty 3276.163602 = -2083152.792656
  nChanged 3
		SP:Iteration 77Q (47304.180000 sec): 3 clusters
  Score: Raw -2086429.107170 + Penalty 3276.163602 = -2083152.943568
  nChanged 1
		SP:Iteration 78Q (47304.460000 sec): 3 clusters
  Score: Raw -2086429.212834 + Penalty 3276.163602 = -2083153.049232
  nChanged 2
		SP:Iteration 79Q (47304.740000 sec): 3 clusters
  Score: Raw -2086429.377891 + Penalty 3276.163602 = -2083153.214288
  nChanged 2
		SP:Iteration 80F (47305.080000 sec): 3 clusters
  Score: Raw -2086429.573774 + Penalty 3276.163602 = -2083153.410172
  nChanged 3
		SP:Iteration 81Q (47305.400000 sec): 3 clusters
  Score: Raw -2086429.771521 + Penalty 3276.163602 = -2083153.607919
  nChanged 4
		SP:Iteration 82Q (47305.700000 sec): 3 clusters
  Score: Raw -2086430.080636 + Penalty 3276.163602 = -2083153.917034
  nChanged 5
		SP:Iteration 83Q (47305.990000 sec): 3 clusters
  Score: Raw -2086430.339593 + Penalty 3276.163602 = -2083154.175991
  nChanged 3
		SP:Iteration 84Q (47306.270000 sec): 3 clusters
  Score: Raw -2086430.567522 + Penalty 3276.163602 = -2083154.403920
  nChanged 6
		SP:Iteration 85Q (47306.590000 sec): 3 clusters
  Score: Raw -2086431.003200 + Penalty 3276.163602 = -2083154.839597
  nChanged 3
		SP:Iteration 86Q (47306.830000 sec): 3 clusters
  Score: Raw -2086431.153734 + Penalty 3276.163602 = -2083154.990132
  nChanged 2
		SP:Iteration 87Q (47307.180000 sec): 3 clusters
  Score: Raw -2086431.349976 + Penalty 3276.163602 = -2083155.186373
  nChanged 2
		SP:Iteration 88Q (47307.470000 sec): 3 clusters
  Score: Raw -2086431.518047 + Penalty 3276.163602 = -2083155.354444
  nChanged 5
		SP:Iteration 89Q (47307.790000 sec): 3 clusters
  Score: Raw -2086432.022981 + Penalty 3276.163602 = -2083155.859378
  nChanged 10
		SP:Iteration 90Q (47308.150000 sec): 3 clusters
  Score: Raw -2086433.218385 + Penalty 3276.163602 = -2083157.054783
  nChanged 11
		SP:Iteration 91Q (47308.460000 sec): 3 clusters
  Score: Raw -2086434.256754 + Penalty 3276.163602 = -2083158.093151
  nChanged 8
		SP:Iteration 92Q (47308.750000 sec): 3 clusters
  Score: Raw -2086435.038433 + Penalty 3276.163602 = -2083158.874831
  nChanged 8
		SP:Iteration 93Q (47308.970000 sec): 3 clusters
  Score: Raw -2086435.694807 + Penalty 3276.163602 = -2083159.531205
  nChanged 11
		SP:Iteration 94Q (47309.230000 sec): 3 clusters
  Score: Raw -2086436.614543 + Penalty 3276.163602 = -2083160.450940
  nChanged 7
		SP:Iteration 95Q (47309.550000 sec): 3 clusters
  Score: Raw -2086437.420859 + Penalty 3276.163602 = -2083161.257256
  nChanged 9
		SP:Iteration 96Q (47309.820000 sec): 3 clusters
  Score: Raw -2086438.052126 + Penalty 3276.163602 = -2083161.888523
  nChanged 6
		SP:Iteration 97Q (47310.110000 sec): 3 clusters
  Score: Raw -2086438.388808 + Penalty 3276.163602 = -2083162.225205
  nChanged 4
		SP:Iteration 98Q (47310.450000 sec): 3 clusters
  Score: Raw -2086438.743613 + Penalty 3276.163602 = -2083162.580010
  nChanged 4
		SP:Iteration 99Q (47310.750000 sec): 3 clusters
  Score: Raw -2086439.093390 + Penalty 3276.163602 = -2083162.929788
  nChanged 5
		SP:Iteration 100F (47311.150000 sec): 3 clusters
  Score: Raw -2086439.335582 + Penalty 3276.163602 = -2083163.171980
  nChanged 3
		SP:Iteration 101Q (47311.460000 sec): 3 clusters
  Score: Raw -2086439.569451 + Penalty 3276.163602 = -2083163.405849
  nChanged 3
		SP:Iteration 102Q (47311.810000 sec): 3 clusters
  Score: Raw -2086439.673207 + Penalty 3276.163602 = -2083163.509605
  nChanged 2
		SP:Iteration 103Q (47312.110000 sec): 3 clusters
  Score: Raw -2086439.842927 + Penalty 3276.163602 = -2083163.679325
  nChanged 2
		SP:Iteration 104Q (47312.420000 sec): 3 clusters
  Score: Raw -2086439.975931 + Penalty 3276.163602 = -2083163.812328
  nChanged 1
		SP:Iteration 105Q (47312.740000 sec): 3 clusters
  Score: Raw -2086440.024590 + Penalty 3276.163602 = -2083163.860988
  nChanged 1
		SP:Iteration 106Q (47313.010000 sec): 3 clusters
  Score: Raw -2086440.119654 + Penalty 3276.163602 = -2083163.956052
  nChanged 2
		SP:Iteration 107Q (47313.260000 sec): 3 clusters
  Score: Raw -2086440.320955 + Penalty 3276.163602 = -2083164.157352
  nChanged 5
		SP:Iteration 108Q (47313.550000 sec): 3 clusters
  Score: Raw -2086440.709673 + Penalty 3276.163602 = -2083164.546070
  nChanged 5
		SP:Iteration 109Q (47313.850000 sec): 3 clusters
  Score: Raw -2086441.167911 + Penalty 3276.163602 = -2083165.004308
  nChanged 6
		SP:Iteration 110Q (47314.140000 sec): 3 clusters
  Score: Raw -2086441.545071 + Penalty 3276.163602 = -2083165.381468
  nChanged 3
		SP:Iteration 111Q (47314.450000 sec): 3 clusters
  Score: Raw -2086441.715463 + Penalty 3276.163602 = -2083165.551861
  nChanged 5
		SP:Iteration 112Q (47314.750000 sec): 3 clusters
  Score: Raw -2086442.130053 + Penalty 3276.163602 = -2083165.966451
  nChanged 3
		SP:Iteration 113Q (47315.100000 sec): 3 clusters
  Score: Raw -2086442.271317 + Penalty 3276.163602 = -2083166.107715
  nChanged 0
		SP:Iteration 114F (47315.410000 sec): 3 clusters
  Score: Raw -2086442.271317 + Penalty 3276.163602 = -2083166.107715
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 10 (16505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47315.650000 sec): 2 clusters
  Score: Raw -1432038.446957 + Penalty 1578.105530 = -1430460.341427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47315.930000 sec): 3 clusters
  Score: Raw -1422174.653880 + Penalty 3156.211059 = -1419018.442821
  nChanged 7382
		SP:Iteration 1F (47316.190000 sec): 3 clusters
  Score: Raw -1426341.218911 + Penalty 3156.211059 = -1423185.007852
  nChanged 947
		SP:Iteration 2F (47316.480000 sec): 3 clusters
  Score: Raw -1426759.597000 + Penalty 3156.211059 = -1423603.385941
  nChanged 859
		SP:Iteration 3F (47316.740000 sec): 3 clusters
  Score: Raw -1427140.653824 + Penalty 3156.211059 = -1423984.442764
  nChanged 832
		SP:Iteration 4F (47317.030000 sec): 3 clusters
  Score: Raw -1427542.951455 + Penalty 3156.211059 = -1424386.740395
  nChanged 850
		SP:Iteration 5F (47317.280000 sec): 3 clusters
  Score: Raw -1428006.328409 + Penalty 3156.211059 = -1424850.117350
  nChanged 867
		SP:Iteration 6F (47317.550000 sec): 3 clusters
  Score: Raw -1428494.945564 + Penalty 3156.211059 = -1425338.734504
  nChanged 849
		SP:Iteration 7F (47317.750000 sec): 3 clusters
  Score: Raw -1428925.023985 + Penalty 3156.211059 = -1425768.812926
  nChanged 752
		SP:Iteration 8Q (47318.050000 sec): 3 clusters
  Score: Raw -1429310.826782 + Penalty 3156.211059 = -1426154.615723
  nChanged 716
		SP:Iteration 9Q (47318.330000 sec): 3 clusters
  Score: Raw -1429709.387692 + Penalty 3156.211059 = -1426553.176632
  nChanged 628
		SP:Iteration 10Q (47318.610000 sec): 3 clusters
  Score: Raw -1430023.105330 + Penalty 3156.211059 = -1426866.894271
  nChanged 538
		SP:Iteration 11Q (47318.900000 sec): 3 clusters
  Score: Raw -1430279.784770 + Penalty 3156.211059 = -1427123.573711
  nChanged 444
		SP:Iteration 12Q (47319.200000 sec): 3 clusters
  Score: Raw -1430477.715903 + Penalty 3156.211059 = -1427321.504844
  nChanged 409
		SP:Iteration 13Q (47319.480000 sec): 3 clusters
  Score: Raw -1430636.649706 + Penalty 3156.211059 = -1427480.438646
  nChanged 330
		SP:Iteration 14Q (47319.780000 sec): 3 clusters
  Score: Raw -1430745.769516 + Penalty 3156.211059 = -1427589.558457
  nChanged 255
		SP:Iteration 15Q (47320.010000 sec): 3 clusters
  Score: Raw -1430828.600455 + Penalty 3156.211059 = -1427672.389395
  nChanged 213
		SP:Iteration 16Q (47320.320000 sec): 3 clusters
  Score: Raw -1430889.391718 + Penalty 3156.211059 = -1427733.180658
  nChanged 183
		SP:Iteration 17Q (47320.650000 sec): 3 clusters
  Score: Raw -1430935.099122 + Penalty 3156.211059 = -1427778.888062
  nChanged 161
		SP:Iteration 18Q (47320.940000 sec): 3 clusters
  Score: Raw -1430974.836549 + Penalty 3156.211059 = -1427818.625489
  nChanged 128
		SP:Iteration 19Q (47321.140000 sec): 3 clusters
  Score: Raw -1430999.542418 + Penalty 3156.211059 = -1427843.331359
  nChanged 108
		SP:Iteration 20F (47321.450000 sec): 3 clusters
  Score: Raw -1431021.680690 + Penalty 3156.211059 = -1427865.469631
  nChanged 121
		SP:Iteration 21Q (47321.670000 sec): 3 clusters
  Score: Raw -1431050.807675 + Penalty 3156.211059 = -1427894.596616
  nChanged 105
		SP:Iteration 22Q (47321.920000 sec): 3 clusters
  Score: Raw -1431076.091459 + Penalty 3156.211059 = -1427919.880399
  nChanged 116
		SP:Iteration 23Q (47322.160000 sec): 3 clusters
  Score: Raw -1431101.626658 + Penalty 3156.211059 = -1427945.415599
  nChanged 129
		SP:Iteration 24Q (47322.470000 sec): 3 clusters
  Score: Raw -1431128.305842 + Penalty 3156.211059 = -1427972.094782
  nChanged 119
		SP:Iteration 25Q (47322.710000 sec): 3 clusters
  Score: Raw -1431155.001662 + Penalty 3156.211059 = -1427998.790603
  nChanged 120
		SP:Iteration 26Q (47322.960000 sec): 3 clusters
  Score: Raw -1431183.845949 + Penalty 3156.211059 = -1428027.634890
  nChanged 112
		SP:Iteration 27Q (47323.270000 sec): 3 clusters
  Score: Raw -1431211.838050 + Penalty 3156.211059 = -1428055.626991
  nChanged 114
		SP:Iteration 28Q (47323.560000 sec): 3 clusters
  Score: Raw -1431236.749854 + Penalty 3156.211059 = -1428080.538795
  nChanged 105
		SP:Iteration 29Q (47323.820000 sec): 3 clusters
  Score: Raw -1431258.142604 + Penalty 3156.211059 = -1428101.931544
  nChanged 103
		SP:Iteration 30Q (47324.100000 sec): 3 clusters
  Score: Raw -1431278.891649 + Penalty 3156.211059 = -1428122.680590
  nChanged 88
		SP:Iteration 31Q (47324.360000 sec): 3 clusters
  Score: Raw -1431297.626086 + Penalty 3156.211059 = -1428141.415027
  nChanged 88
		SP:Iteration 32Q (47324.570000 sec): 3 clusters
  Score: Raw -1431317.994743 + Penalty 3156.211059 = -1428161.783684
  nChanged 97
		SP:Iteration 33Q (47324.890000 sec): 3 clusters
  Score: Raw -1431339.337700 + Penalty 3156.211059 = -1428183.126641
  nChanged 100
		SP:Iteration 34Q (47325.190000 sec): 3 clusters
  Score: Raw -1431361.235143 + Penalty 3156.211059 = -1428205.024084
  nChanged 102
		SP:Iteration 35Q (47325.460000 sec): 3 clusters
  Score: Raw -1431388.625741 + Penalty 3156.211059 = -1428232.414682
  nChanged 96
		SP:Iteration 36Q (47325.800000 sec): 3 clusters
  Score: Raw -1431408.643944 + Penalty 3156.211059 = -1428252.432884
  nChanged 83
		SP:Iteration 37Q (47326.090000 sec): 3 clusters
  Score: Raw -1431427.029146 + Penalty 3156.211059 = -1428270.818087
  nChanged 84
		SP:Iteration 38Q (47326.380000 sec): 3 clusters
  Score: Raw -1431442.932347 + Penalty 3156.211059 = -1428286.721288
  nChanged 63
		SP:Iteration 39Q (47326.660000 sec): 3 clusters
  Score: Raw -1431452.942874 + Penalty 3156.211059 = -1428296.731815
  nChanged 56
		SP:Iteration 40F (47326.920000 sec): 3 clusters
  Score: Raw -1431462.445080 + Penalty 3156.211059 = -1428306.234021
  nChanged 59
		SP:Iteration 41Q (47327.200000 sec): 3 clusters
  Score: Raw -1431471.672132 + Penalty 3156.211059 = -1428315.461073
  nChanged 50
		SP:Iteration 42Q (47327.480000 sec): 3 clusters
  Score: Raw -1431479.278368 + Penalty 3156.211059 = -1428323.067309
  nChanged 46
		SP:Iteration 43Q (47327.760000 sec): 3 clusters
  Score: Raw -1431484.451814 + Penalty 3156.211059 = -1428328.240755
  nChanged 35
		SP:Iteration 44Q (47327.980000 sec): 3 clusters
  Score: Raw -1431489.510716 + Penalty 3156.211059 = -1428333.299656
  nChanged 38
		SP:Iteration 45Q (47328.260000 sec): 3 clusters
  Score: Raw -1431495.082017 + Penalty 3156.211059 = -1428338.870957
  nChanged 40
		SP:Iteration 46Q (47328.500000 sec): 3 clusters
  Score: Raw -1431500.845828 + Penalty 3156.211059 = -1428344.634768
  nChanged 54
		SP:Iteration 47Q (47328.770000 sec): 3 clusters
  Score: Raw -1431507.885013 + Penalty 3156.211059 = -1428351.673954
  nChanged 42
		SP:Iteration 48Q (47329.050000 sec): 3 clusters
  Score: Raw -1431512.714460 + Penalty 3156.211059 = -1428356.503401
  nChanged 33
		SP:Iteration 49Q (47329.320000 sec): 3 clusters
  Score: Raw -1431516.307004 + Penalty 3156.211059 = -1428360.095945
  nChanged 26
		SP:Iteration 50Q (47329.620000 sec): 3 clusters
  Score: Raw -1431518.867617 + Penalty 3156.211059 = -1428362.656558
  nChanged 20
		SP:Iteration 51Q (47329.930000 sec): 3 clusters
  Score: Raw -1431520.277325 + Penalty 3156.211059 = -1428364.066266
  nChanged 17
		SP:Iteration 52Q (47330.240000 sec): 3 clusters
  Score: Raw -1431521.838295 + Penalty 3156.211059 = -1428365.627236
  nChanged 19
		SP:Iteration 53Q (47330.490000 sec): 3 clusters
  Score: Raw -1431523.749162 + Penalty 3156.211059 = -1428367.538103
  nChanged 25
		SP:Iteration 54Q (47330.820000 sec): 3 clusters
  Score: Raw -1431527.321213 + Penalty 3156.211059 = -1428371.110153
  nChanged 23
		SP:Iteration 55Q (47331.030000 sec): 3 clusters
  Score: Raw -1431530.022207 + Penalty 3156.211059 = -1428373.811148
  nChanged 20
		SP:Iteration 56Q (47331.380000 sec): 3 clusters
  Score: Raw -1431532.344131 + Penalty 3156.211059 = -1428376.133072
  nChanged 18
		SP:Iteration 57Q (47331.720000 sec): 3 clusters
  Score: Raw -1431534.708060 + Penalty 3156.211059 = -1428378.497001
  nChanged 17
		SP:Iteration 58Q (47332.000000 sec): 3 clusters
  Score: Raw -1431537.012300 + Penalty 3156.211059 = -1428380.801240
  nChanged 21
		SP:Iteration 59Q (47332.280000 sec): 3 clusters
  Score: Raw -1431539.201299 + Penalty 3156.211059 = -1428382.990239
  nChanged 15
		SP:Iteration 60F (47332.560000 sec): 3 clusters
  Score: Raw -1431540.563271 + Penalty 3156.211059 = -1428384.352212
  nChanged 16
		SP:Iteration 61Q (47332.860000 sec): 3 clusters
  Score: Raw -1431542.571914 + Penalty 3156.211059 = -1428386.360855
  nChanged 18
		SP:Iteration 62Q (47333.200000 sec): 3 clusters
  Score: Raw -1431544.404127 + Penalty 3156.211059 = -1428388.193067
  nChanged 14
		SP:Iteration 63Q (47333.500000 sec): 3 clusters
  Score: Raw -1431546.141463 + Penalty 3156.211059 = -1428389.930403
  nChanged 17
		SP:Iteration 64Q (47333.750000 sec): 3 clusters
  Score: Raw -1431548.016127 + Penalty 3156.211059 = -1428391.805067
  nChanged 14
		SP:Iteration 65Q (47334.070000 sec): 3 clusters
  Score: Raw -1431549.388938 + Penalty 3156.211059 = -1428393.177879
  nChanged 15
		SP:Iteration 66Q (47334.360000 sec): 3 clusters
  Score: Raw -1431551.110960 + Penalty 3156.211059 = -1428394.899901
  nChanged 17
		SP:Iteration 67Q (47334.640000 sec): 3 clusters
  Score: Raw -1431553.335257 + Penalty 3156.211059 = -1428397.124198
  nChanged 20
		SP:Iteration 68Q (47334.890000 sec): 3 clusters
  Score: Raw -1431555.449101 + Penalty 3156.211059 = -1428399.238042
  nChanged 17
		SP:Iteration 69Q (47335.100000 sec): 3 clusters
  Score: Raw -1431556.788900 + Penalty 3156.211059 = -1428400.577841
  nChanged 11
		SP:Iteration 70Q (47335.330000 sec): 3 clusters
  Score: Raw -1431557.608362 + Penalty 3156.211059 = -1428401.397303
  nChanged 11
		SP:Iteration 71Q (47335.600000 sec): 3 clusters
  Score: Raw -1431558.736180 + Penalty 3156.211059 = -1428402.525121
  nChanged 13
		SP:Iteration 72Q (47335.820000 sec): 3 clusters
  Score: Raw -1431560.238980 + Penalty 3156.211059 = -1428404.027921
  nChanged 11
		SP:Iteration 73Q (47336.080000 sec): 3 clusters
  Score: Raw -1431561.322578 + Penalty 3156.211059 = -1428405.111519
  nChanged 10
		SP:Iteration 74Q (47336.310000 sec): 3 clusters
  Score: Raw -1431562.605146 + Penalty 3156.211059 = -1428406.394086
  nChanged 13
		SP:Iteration 75Q (47336.560000 sec): 3 clusters
  Score: Raw -1431563.643298 + Penalty 3156.211059 = -1428407.432238
  nChanged 12
		SP:Iteration 76Q (47336.850000 sec): 3 clusters
  Score: Raw -1431565.112309 + Penalty 3156.211059 = -1428408.901250
  nChanged 13
		SP:Iteration 77Q (47337.100000 sec): 3 clusters
  Score: Raw -1431566.109037 + Penalty 3156.211059 = -1428409.897977
  nChanged 10
		SP:Iteration 78Q (47337.390000 sec): 3 clusters
  Score: Raw -1431567.210670 + Penalty 3156.211059 = -1428410.999611
  nChanged 12
		SP:Iteration 79Q (47337.640000 sec): 3 clusters
  Score: Raw -1431568.168408 + Penalty 3156.211059 = -1428411.957349
  nChanged 11
		SP:Iteration 80F (47337.920000 sec): 3 clusters
  Score: Raw -1431569.154434 + Penalty 3156.211059 = -1428412.943375
  nChanged 9
		SP:Iteration 81Q (47338.290000 sec): 3 clusters
  Score: Raw -1431569.996003 + Penalty 3156.211059 = -1428413.784944
  nChanged 7
		SP:Iteration 82Q (47338.520000 sec): 3 clusters
  Score: Raw -1431570.463086 + Penalty 3156.211059 = -1428414.252026
  nChanged 6
		SP:Iteration 83Q (47338.800000 sec): 3 clusters
  Score: Raw -1431570.908232 + Penalty 3156.211059 = -1428414.697172
  nChanged 8
		SP:Iteration 84Q (47339.060000 sec): 3 clusters
  Score: Raw -1431571.642026 + Penalty 3156.211059 = -1428415.430967
  nChanged 6
		SP:Iteration 85Q (47339.410000 sec): 3 clusters
  Score: Raw -1431572.269793 + Penalty 3156.211059 = -1428416.058734
  nChanged 7
		SP:Iteration 86Q (47339.700000 sec): 3 clusters
  Score: Raw -1431573.238349 + Penalty 3156.211059 = -1428417.027290
  nChanged 11
		SP:Iteration 87Q (47339.900000 sec): 3 clusters
  Score: Raw -1431574.090812 + Penalty 3156.211059 = -1428417.879752
  nChanged 9
		SP:Iteration 88Q (47340.100000 sec): 3 clusters
  Score: Raw -1431574.746647 + Penalty 3156.211059 = -1428418.535587
  nChanged 5
		SP:Iteration 89Q (47340.360000 sec): 3 clusters
  Score: Raw -1431575.100303 + Penalty 3156.211059 = -1428418.889244
  nChanged 3
		SP:Iteration 90Q (47340.620000 sec): 3 clusters
  Score: Raw -1431575.457379 + Penalty 3156.211059 = -1428419.246320
  nChanged 3
		SP:Iteration 91Q (47340.850000 sec): 3 clusters
  Score: Raw -1431575.815351 + Penalty 3156.211059 = -1428419.604292
  nChanged 4
		SP:Iteration 92Q (47341.120000 sec): 3 clusters
  Score: Raw -1431576.217707 + Penalty 3156.211059 = -1428420.006647
  nChanged 4
		SP:Iteration 93Q (47341.300000 sec): 3 clusters
  Score: Raw -1431576.517985 + Penalty 3156.211059 = -1428420.306926
  nChanged 5
		SP:Iteration 94Q (47341.520000 sec): 3 clusters
  Score: Raw -1431576.927856 + Penalty 3156.211059 = -1428420.716797
  nChanged 6
		SP:Iteration 95Q (47341.720000 sec): 3 clusters
  Score: Raw -1431577.347667 + Penalty 3156.211059 = -1428421.136608
  nChanged 5
		SP:Iteration 96Q (47341.950000 sec): 3 clusters
  Score: Raw -1431577.725786 + Penalty 3156.211059 = -1428421.514726
  nChanged 1
		SP:Iteration 97Q (47342.170000 sec): 3 clusters
  Score: Raw -1431577.862288 + Penalty 3156.211059 = -1428421.651229
  nChanged 4
		SP:Iteration 98Q (47342.390000 sec): 3 clusters
  Score: Raw -1431578.229188 + Penalty 3156.211059 = -1428422.018129
  nChanged 4
		SP:Iteration 99Q (47342.670000 sec): 3 clusters
  Score: Raw -1431578.538812 + Penalty 3156.211059 = -1428422.327753
  nChanged 2
		SP:Iteration 100F (47342.930000 sec): 3 clusters
  Score: Raw -1431578.655290 + Penalty 3156.211059 = -1428422.444231
  nChanged 2
		SP:Iteration 101Q (47343.210000 sec): 3 clusters
  Score: Raw -1431578.715833 + Penalty 3156.211059 = -1428422.504773
  nChanged 1
		SP:Iteration 102Q (47343.540000 sec): 3 clusters
  Score: Raw -1431578.797139 + Penalty 3156.211059 = -1428422.586079
  nChanged 1
		SP:Iteration 103Q (47343.860000 sec): 3 clusters
  Score: Raw -1431578.888970 + Penalty 3156.211059 = -1428422.677911
  nChanged 0
		SP:Iteration 104F (47344.160000 sec): 3 clusters
  Score: Raw -1431578.888970 + Penalty 3156.211059 = -1428422.677911
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 11 (81382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47344.780000 sec): 2 clusters
  Score: Raw -7256774.003854 + Penalty 1837.372777 = -7254936.631077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47345.500000 sec): 3 clusters
  Score: Raw -7204086.937083 + Penalty 3674.745554 = -7200412.191528
  nChanged 38827
		SP:Iteration 1F (47346.130000 sec): 3 clusters
  Score: Raw -7226858.101902 + Penalty 3674.745554 = -7223183.356348
  nChanged 3085
		SP:Iteration 2Q (47346.800000 sec): 3 clusters
  Score: Raw -7227914.774718 + Penalty 3674.745554 = -7224240.029164
  nChanged 3502
		SP:Iteration 3Q (47347.580000 sec): 3 clusters
  Score: Raw -7229371.544463 + Penalty 3674.745554 = -7225696.798909
  nChanged 4087
		SP:Iteration 4F (47348.220000 sec): 3 clusters
  Score: Raw -7231432.833738 + Penalty 3674.745554 = -7227758.088184
  nChanged 5071
		SP:Iteration 5F (47348.880000 sec): 3 clusters
  Score: Raw -7234538.039387 + Penalty 3674.745554 = -7230863.293833
  nChanged 6067
		SP:Iteration 6F (47349.470000 sec): 3 clusters
  Score: Raw -7238976.465425 + Penalty 3674.745554 = -7235301.719871
  nChanged 6803
		SP:Iteration 7F (47350.190000 sec): 3 clusters
  Score: Raw -7244753.483509 + Penalty 3674.745554 = -7241078.737955
  nChanged 6112
		SP:Iteration 8F (47350.800000 sec): 3 clusters
  Score: Raw -7250417.226396 + Penalty 3674.745554 = -7246742.480842
  nChanged 3877
		SP:Iteration 9Q (47351.450000 sec): 3 clusters
  Score: Raw -7254111.869773 + Penalty 3674.745554 = -7250437.124219
  nChanged 1738
		SP:Iteration 10Q (47352.170000 sec): 3 clusters
  Score: Raw -7255861.596252 + Penalty 3674.745554 = -7252186.850698
  nChanged 747
		SP:Iteration 11Q (47352.860000 sec): 3 clusters
  Score: Raw -7256620.459610 + Penalty 3674.745554 = -7252945.714055
  nChanged 453
		SP:Iteration 12Q (47353.550000 sec): 3 clusters
  Score: Raw -7256963.857199 + Penalty 3674.745554 = -7253289.111645
  nChanged 296
		SP:Iteration 13Q (47354.180000 sec): 3 clusters
  Score: Raw -7257111.152888 + Penalty 3674.745554 = -7253436.407334
  nChanged 199
		SP:Iteration 14Q (47354.850000 sec): 3 clusters
  Score: Raw -7257198.283407 + Penalty 3674.745554 = -7253523.537853
  nChanged 139
		SP:Iteration 15Q (47355.480000 sec): 3 clusters
  Score: Raw -7257255.945627 + Penalty 3674.745554 = -7253581.200073
  nChanged 107
		SP:Iteration 16Q (47356.230000 sec): 3 clusters
  Score: Raw -7257293.631663 + Penalty 3674.745554 = -7253618.886109
  nChanged 80
		SP:Iteration 17Q (47356.860000 sec): 3 clusters
  Score: Raw -7257318.401971 + Penalty 3674.745554 = -7253643.656417
  nChanged 54
		SP:Iteration 18Q (47357.510000 sec): 3 clusters
  Score: Raw -7257332.629409 + Penalty 3674.745554 = -7253657.883855
  nChanged 52
		SP:Iteration 19Q (47358.160000 sec): 3 clusters
  Score: Raw -7257344.378117 + Penalty 3674.745554 = -7253669.632563
  nChanged 37
		SP:Iteration 20F (47358.810000 sec): 3 clusters
  Score: Raw -7257352.032714 + Penalty 3674.745554 = -7253677.287160
  nChanged 40
		SP:Iteration 21Q (47359.440000 sec): 3 clusters
  Score: Raw -7257360.305327 + Penalty 3674.745554 = -7253685.559773
  nChanged 26
		SP:Iteration 22Q (47360.080000 sec): 3 clusters
  Score: Raw -7257365.636643 + Penalty 3674.745554 = -7253690.891089
  nChanged 25
		SP:Iteration 23Q (47360.710000 sec): 3 clusters
  Score: Raw -7257369.631970 + Penalty 3674.745554 = -7253694.886416
  nChanged 16
		SP:Iteration 24Q (47361.410000 sec): 3 clusters
  Score: Raw -7257372.609912 + Penalty 3674.745554 = -7253697.864358
  nChanged 10
		SP:Iteration 25Q (47361.990000 sec): 3 clusters
  Score: Raw -7257374.736604 + Penalty 3674.745554 = -7253699.991049
  nChanged 13
		SP:Iteration 26Q (47362.610000 sec): 3 clusters
  Score: Raw -7257378.057262 + Penalty 3674.745554 = -7253703.311708
  nChanged 11
		SP:Iteration 27Q (47363.230000 sec): 3 clusters
  Score: Raw -7257379.766968 + Penalty 3674.745554 = -7253705.021414
  nChanged 7
		SP:Iteration 28Q (47363.870000 sec): 3 clusters
  Score: Raw -7257381.174784 + Penalty 3674.745554 = -7253706.429230
  nChanged 4
		SP:Iteration 29Q (47364.510000 sec): 3 clusters
  Score: Raw -7257381.656600 + Penalty 3674.745554 = -7253706.911046
  nChanged 1
		SP:Iteration 30Q (47365.150000 sec): 3 clusters
  Score: Raw -7257381.910427 + Penalty 3674.745554 = -7253707.164873
  nChanged 1
		SP:Iteration 31Q (47365.820000 sec): 3 clusters
  Score: Raw -7257382.016850 + Penalty 3674.745554 = -7253707.271296
  nChanged 1
		SP:Iteration 32Q (47366.420000 sec): 3 clusters
  Score: Raw -7257382.085477 + Penalty 3674.745554 = -7253707.339923
  nChanged 0
		SP:Iteration 33F (47367.050000 sec): 3 clusters
  Score: Raw -7257382.085477 + Penalty 3674.745554 = -7253707.339923
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 12 (6225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47367.210000 sec): 2 clusters
  Score: Raw -532817.679137 + Penalty 1419.653417 = -531398.025720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47367.440000 sec): 3 clusters
  Score: Raw -529489.677930 + Penalty 2839.306834 = -526650.371096
  nChanged 2602
		SP:Iteration 1F (47367.620000 sec): 3 clusters
  Score: Raw -530898.357140 + Penalty 2839.306834 = -528059.050305
  nChanged 393
		SP:Iteration 2F (47367.790000 sec): 3 clusters
  Score: Raw -531116.073639 + Penalty 2839.306834 = -528276.766804
  nChanged 359
		SP:Iteration 3F (47368.000000 sec): 3 clusters
  Score: Raw -531332.821640 + Penalty 2839.306834 = -528493.514806
  nChanged 343
		SP:Iteration 4F (47368.230000 sec): 3 clusters
  Score: Raw -531568.824702 + Penalty 2839.306834 = -528729.517868
  nChanged 353
		SP:Iteration 5F (47368.410000 sec): 3 clusters
  Score: Raw -531871.059405 + Penalty 2839.306834 = -529031.752571
  nChanged 402
		SP:Iteration 6F (47368.630000 sec): 3 clusters
  Score: Raw -532274.080585 + Penalty 2839.306834 = -529434.773751
  nChanged 435
		SP:Iteration 7F (47368.810000 sec): 3 clusters
  Score: Raw -532746.705307 + Penalty 2839.306834 = -529907.398473
  nChanged 394
		SP:Iteration 8F (47368.970000 sec): 3 clusters
  Score: Raw -533233.284681 + Penalty 2839.306834 = -530393.977847
  nChanged 312
		SP:Iteration 9F (47369.170000 sec): 3 clusters
  Score: Raw -533574.440040 + Penalty 2839.306834 = -530735.133206
  nChanged 217
		SP:Iteration 10Q (47369.320000 sec): 3 clusters
  Score: Raw -533807.473868 + Penalty 2839.306834 = -530968.167034
  nChanged 142
		SP:Iteration 11Q (47369.500000 sec): 3 clusters
  Score: Raw -533905.657423 + Penalty 2839.306834 = -531066.350588
  nChanged 71
		SP:Iteration 12Q (47369.660000 sec): 3 clusters
  Score: Raw -533939.168077 + Penalty 2839.306834 = -531099.861242
  nChanged 37
		SP:Iteration 13Q (47369.880000 sec): 3 clusters
  Score: Raw -533950.781840 + Penalty 2839.306834 = -531111.475005
  nChanged 31
		SP:Iteration 14Q (47370.080000 sec): 3 clusters
  Score: Raw -533959.135639 + Penalty 2839.306834 = -531119.828804
  nChanged 13
		SP:Iteration 15Q (47370.270000 sec): 3 clusters
  Score: Raw -533961.847195 + Penalty 2839.306834 = -531122.540361
  nChanged 12
		SP:Iteration 16Q (47370.430000 sec): 3 clusters
  Score: Raw -533964.525708 + Penalty 2839.306834 = -531125.218874
  nChanged 7
		SP:Iteration 17Q (47370.690000 sec): 3 clusters
  Score: Raw -533965.501701 + Penalty 2839.306834 = -531126.194867
  nChanged 4
		SP:Iteration 18Q (47370.920000 sec): 3 clusters
  Score: Raw -533966.107370 + Penalty 2839.306834 = -531126.800535
  nChanged 4
		SP:Iteration 19Q (47371.120000 sec): 3 clusters
  Score: Raw -533967.055330 + Penalty 2839.306834 = -531127.748495
  nChanged 6
		SP:Iteration 20F (47371.330000 sec): 3 clusters
  Score: Raw -533968.235242 + Penalty 2839.306834 = -531128.928408
  nChanged 3
		SP:Iteration 21Q (47371.540000 sec): 3 clusters
  Score: Raw -533968.606487 + Penalty 2839.306834 = -531129.299652
  nChanged 1
		SP:Iteration 22Q (47371.760000 sec): 3 clusters
  Score: Raw -533968.748158 + Penalty 2839.306834 = -531129.441323
  nChanged 0
		SP:Iteration 23F (47372.040000 sec): 3 clusters
  Score: Raw -533968.748158 + Penalty 2839.306834 = -531129.441323
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 13 (5017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47372.180000 sec): 2 clusters
  Score: Raw -396247.643468 + Penalty 1384.595456 = -394863.048011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47372.400000 sec): 3 clusters
  Score: Raw -393650.380975 + Penalty 2769.190913 = -390881.190062
  nChanged 2023
		SP:Iteration 1F (47372.650000 sec): 3 clusters
  Score: Raw -394915.216980 + Penalty 2769.190913 = -392146.026067
  nChanged 375
		SP:Iteration 2F (47372.810000 sec): 3 clusters
  Score: Raw -395189.081862 + Penalty 2769.190913 = -392419.890949
  nChanged 350
		SP:Iteration 3F (47373.010000 sec): 3 clusters
  Score: Raw -395418.209947 + Penalty 2769.190913 = -392649.019034
  nChanged 280
		SP:Iteration 4F (47373.210000 sec): 3 clusters
  Score: Raw -395601.945714 + Penalty 2769.190913 = -392832.754801
  nChanged 261
		SP:Iteration 5F (47373.420000 sec): 3 clusters
  Score: Raw -395766.770321 + Penalty 2769.190913 = -392997.579408
  nChanged 221
		SP:Iteration 6Q (47373.610000 sec): 3 clusters
  Score: Raw -395901.740020 + Penalty 2769.190913 = -393132.549107
  nChanged 170
		SP:Iteration 7Q (47373.840000 sec): 3 clusters
  Score: Raw -395993.046692 + Penalty 2769.190913 = -393223.855779
  nChanged 145
		SP:Iteration 8Q (47374.050000 sec): 3 clusters
  Score: Raw -396073.847345 + Penalty 2769.190913 = -393304.656432
  nChanged 128
		SP:Iteration 9Q (47374.290000 sec): 3 clusters
  Score: Raw -396161.936963 + Penalty 2769.190913 = -393392.746050
  nChanged 115
		SP:Iteration 10Q (47374.460000 sec): 3 clusters
  Score: Raw -396224.275926 + Penalty 2769.190913 = -393455.085013
  nChanged 88
		SP:Iteration 11Q (47374.650000 sec): 3 clusters
  Score: Raw -396267.515059 + Penalty 2769.190913 = -393498.324146
  nChanged 84
		SP:Iteration 12Q (47374.830000 sec): 3 clusters
  Score: Raw -396307.569507 + Penalty 2769.190913 = -393538.378594
  nChanged 66
		SP:Iteration 13Q (47375.070000 sec): 3 clusters
  Score: Raw -396338.056254 + Penalty 2769.190913 = -393568.865341
  nChanged 53
		SP:Iteration 14Q (47375.230000 sec): 3 clusters
  Score: Raw -396363.450036 + Penalty 2769.190913 = -393594.259123
  nChanged 55
		SP:Iteration 15Q (47375.450000 sec): 3 clusters
  Score: Raw -396389.946730 + Penalty 2769.190913 = -393620.755817
  nChanged 39
		SP:Iteration 16Q (47375.700000 sec): 3 clusters
  Score: Raw -396408.649674 + Penalty 2769.190913 = -393639.458761
  nChanged 38
		SP:Iteration 17Q (47375.950000 sec): 3 clusters
  Score: Raw -396425.402826 + Penalty 2769.190913 = -393656.211913
  nChanged 34
		SP:Iteration 18Q (47376.110000 sec): 3 clusters
  Score: Raw -396442.042511 + Penalty 2769.190913 = -393672.851598
  nChanged 37
		SP:Iteration 19Q (47376.320000 sec): 3 clusters
  Score: Raw -396461.204641 + Penalty 2769.190913 = -393692.013728
  nChanged 41
		SP:Iteration 20F (47376.550000 sec): 3 clusters
  Score: Raw -396480.483052 + Penalty 2769.190913 = -393711.292139
  nChanged 40
		SP:Iteration 21Q (47376.730000 sec): 3 clusters
  Score: Raw -396501.396174 + Penalty 2769.190913 = -393732.205261
  nChanged 37
		SP:Iteration 22Q (47376.920000 sec): 3 clusters
  Score: Raw -396520.029178 + Penalty 2769.190913 = -393750.838265
  nChanged 40
		SP:Iteration 23Q (47377.070000 sec): 3 clusters
  Score: Raw -396540.062219 + Penalty 2769.190913 = -393770.871306
  nChanged 36
		SP:Iteration 24Q (47377.260000 sec): 3 clusters
  Score: Raw -396558.695258 + Penalty 2769.190913 = -393789.504345
  nChanged 39
		SP:Iteration 25Q (47377.440000 sec): 3 clusters
  Score: Raw -396577.200939 + Penalty 2769.190913 = -393808.010026
  nChanged 32
		SP:Iteration 26Q (47377.600000 sec): 3 clusters
  Score: Raw -396597.946600 + Penalty 2769.190913 = -393828.755687
  nChanged 45
		SP:Iteration 27Q (47377.770000 sec): 3 clusters
  Score: Raw -396624.198500 + Penalty 2769.190913 = -393855.007587
  nChanged 35
		SP:Iteration 28Q (47377.930000 sec): 3 clusters
  Score: Raw -396645.862559 + Penalty 2769.190913 = -393876.671646
  nChanged 39
		SP:Iteration 29Q (47378.100000 sec): 3 clusters
  Score: Raw -396664.713739 + Penalty 2769.190913 = -393895.522826
  nChanged 36
		SP:Iteration 30Q (47378.310000 sec): 3 clusters
  Score: Raw -396679.486904 + Penalty 2769.190913 = -393910.295991
  nChanged 34
		SP:Iteration 31Q (47378.460000 sec): 3 clusters
  Score: Raw -396698.016296 + Penalty 2769.190913 = -393928.825383
  nChanged 35
		SP:Iteration 32Q (47378.630000 sec): 3 clusters
  Score: Raw -396715.854995 + Penalty 2769.190913 = -393946.664082
  nChanged 32
		SP:Iteration 33Q (47378.810000 sec): 3 clusters
  Score: Raw -396732.294610 + Penalty 2769.190913 = -393963.103697
  nChanged 32
		SP:Iteration 34Q (47378.970000 sec): 3 clusters
  Score: Raw -396767.872666 + Penalty 2769.190913 = -393998.681753
  nChanged 46
		SP:Iteration 35Q (47379.150000 sec): 3 clusters
  Score: Raw -396846.726175 + Penalty 2769.190913 = -394077.535262
  nChanged 45
		SP:Iteration 36Q (47379.330000 sec): 3 clusters
  Score: Raw -396915.390695 + Penalty 2769.190913 = -394146.199782
  nChanged 43
		SP:Iteration 37Q (47379.500000 sec): 3 clusters
  Score: Raw -396963.257445 + Penalty 2769.190913 = -394194.066532
  nChanged 36
		SP:Iteration 38Q (47379.730000 sec): 3 clusters
  Score: Raw -396994.142666 + Penalty 2769.190913 = -394224.951753
  nChanged 38
		SP:Iteration 39Q (47379.910000 sec): 3 clusters
  Score: Raw -397018.667360 + Penalty 2769.190913 = -394249.476447
  nChanged 43
		SP:Iteration 40F (47380.090000 sec): 3 clusters
  Score: Raw -397044.733428 + Penalty 2769.190913 = -394275.542515
  nChanged 36
		SP:Iteration 41Q (47380.290000 sec): 3 clusters
  Score: Raw -397069.065284 + Penalty 2769.190913 = -394299.874371
  nChanged 42
		SP:Iteration 42Q (47380.560000 sec): 3 clusters
  Score: Raw -397088.816018 + Penalty 2769.190913 = -394319.625105
  nChanged 32
		SP:Iteration 43Q (47380.800000 sec): 3 clusters
  Score: Raw -397102.080826 + Penalty 2769.190913 = -394332.889913
  nChanged 19
		SP:Iteration 44Q (47381.040000 sec): 3 clusters
  Score: Raw -397107.369810 + Penalty 2769.190913 = -394338.178897
  nChanged 9
		SP:Iteration 45Q (47381.220000 sec): 3 clusters
  Score: Raw -397110.276032 + Penalty 2769.190913 = -394341.085119
  nChanged 7
		SP:Iteration 46Q (47381.390000 sec): 3 clusters
  Score: Raw -397111.772886 + Penalty 2769.190913 = -394342.581973
  nChanged 4
		SP:Iteration 47Q (47381.640000 sec): 3 clusters
  Score: Raw -397113.062392 + Penalty 2769.190913 = -394343.871479
  nChanged 7
		SP:Iteration 48Q (47381.800000 sec): 3 clusters
  Score: Raw -397116.554648 + Penalty 2769.190913 = -394347.363735
  nChanged 13
		SP:Iteration 49Q (47382.000000 sec): 3 clusters
  Score: Raw -397122.306297 + Penalty 2769.190913 = -394353.115384
  nChanged 20
		SP:Iteration 50Q (47382.160000 sec): 3 clusters
  Score: Raw -397130.471216 + Penalty 2769.190913 = -394361.280303
  nChanged 15
		SP:Iteration 51Q (47382.330000 sec): 3 clusters
  Score: Raw -397136.477891 + Penalty 2769.190913 = -394367.286978
  nChanged 11
		SP:Iteration 52Q (47382.520000 sec): 3 clusters
  Score: Raw -397139.760965 + Penalty 2769.190913 = -394370.570052
  nChanged 6
		SP:Iteration 53Q (47382.760000 sec): 3 clusters
  Score: Raw -397141.244630 + Penalty 2769.190913 = -394372.053717
  nChanged 5
		SP:Iteration 54Q (47382.920000 sec): 3 clusters
  Score: Raw -397143.057131 + Penalty 2769.190913 = -394373.866218
  nChanged 3
		SP:Iteration 55Q (47383.130000 sec): 3 clusters
  Score: Raw -397144.709511 + Penalty 2769.190913 = -394375.518598
  nChanged 6
		SP:Iteration 56Q (47383.290000 sec): 3 clusters
  Score: Raw -397146.845799 + Penalty 2769.190913 = -394377.654887
  nChanged 4
		SP:Iteration 57Q (47383.490000 sec): 3 clusters
  Score: Raw -397148.308041 + Penalty 2769.190913 = -394379.117128
  nChanged 7
		SP:Iteration 58Q (47383.630000 sec): 3 clusters
  Score: Raw -397150.219594 + Penalty 2769.190913 = -394381.028681
  nChanged 4
		SP:Iteration 59Q (47383.800000 sec): 3 clusters
  Score: Raw -397150.979513 + Penalty 2769.190913 = -394381.788600
  nChanged 1
		SP:Iteration 60F (47384.000000 sec): 3 clusters
  Score: Raw -397151.152605 + Penalty 2769.190913 = -394381.961692
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 14 (7393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47384.130000 sec): 2 clusters
  Score: Raw -627871.007051 + Penalty 1447.596944 = -626423.410107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47384.380000 sec): 3 clusters
  Score: Raw -623810.098111 + Penalty 2895.193888 = -620914.904223
  nChanged 3115
		SP:Iteration 1F (47384.570000 sec): 3 clusters
  Score: Raw -625519.376787 + Penalty 2895.193888 = -622624.182899
  nChanged 519
		SP:Iteration 2F (47384.810000 sec): 3 clusters
  Score: Raw -625763.395777 + Penalty 2895.193888 = -622868.201889
  nChanged 398
		SP:Iteration 3F (47385.060000 sec): 3 clusters
  Score: Raw -625952.232182 + Penalty 2895.193888 = -623057.038294
  nChanged 341
		SP:Iteration 4Q (47385.220000 sec): 3 clusters
  Score: Raw -626121.994747 + Penalty 2895.193888 = -623226.800859
  nChanged 311
		SP:Iteration 5Q (47385.410000 sec): 3 clusters
  Score: Raw -626300.320920 + Penalty 2895.193888 = -623405.127032
  nChanged 305
		SP:Iteration 6Q (47385.580000 sec): 3 clusters
  Score: Raw -626489.825084 + Penalty 2895.193888 = -623594.631196
  nChanged 287
		SP:Iteration 7Q (47385.770000 sec): 3 clusters
  Score: Raw -626666.339481 + Penalty 2895.193888 = -623771.145593
  nChanged 281
		SP:Iteration 8Q (47385.970000 sec): 3 clusters
  Score: Raw -626822.029498 + Penalty 2895.193888 = -623926.835611
  nChanged 270
		SP:Iteration 9Q (47386.160000 sec): 3 clusters
  Score: Raw -626984.317942 + Penalty 2895.193888 = -624089.124054
  nChanged 248
		SP:Iteration 10Q (47386.340000 sec): 3 clusters
  Score: Raw -627156.067307 + Penalty 2895.193888 = -624260.873419
  nChanged 243
		SP:Iteration 11Q (47386.520000 sec): 3 clusters
  Score: Raw -627314.329746 + Penalty 2895.193888 = -624419.135858
  nChanged 206
		SP:Iteration 12Q (47386.760000 sec): 3 clusters
  Score: Raw -627433.987500 + Penalty 2895.193888 = -624538.793612
  nChanged 171
		SP:Iteration 13Q (47386.970000 sec): 3 clusters
  Score: Raw -627512.936837 + Penalty 2895.193888 = -624617.742949
  nChanged 138
		SP:Iteration 14Q (47387.220000 sec): 3 clusters
  Score: Raw -627566.352854 + Penalty 2895.193888 = -624671.158966
  nChanged 110
		SP:Iteration 15Q (47387.440000 sec): 3 clusters
  Score: Raw -627607.507608 + Penalty 2895.193888 = -624712.313721
  nChanged 78
		SP:Iteration 16Q (47387.650000 sec): 3 clusters
  Score: Raw -627635.819180 + Penalty 2895.193888 = -624740.625292
  nChanged 74
		SP:Iteration 17Q (47387.820000 sec): 3 clusters
  Score: Raw -627664.129697 + Penalty 2895.193888 = -624768.935809
  nChanged 75
		SP:Iteration 18Q (47388.000000 sec): 3 clusters
  Score: Raw -627689.982634 + Penalty 2895.193888 = -624794.788746
  nChanged 69
		SP:Iteration 19Q (47388.200000 sec): 3 clusters
  Score: Raw -627718.661667 + Penalty 2895.193888 = -624823.467779
  nChanged 82
		SP:Iteration 20F (47388.380000 sec): 3 clusters
  Score: Raw -627753.670053 + Penalty 2895.193888 = -624858.476165
  nChanged 77
		SP:Iteration 21Q (47388.550000 sec): 3 clusters
  Score: Raw -627784.089622 + Penalty 2895.193888 = -624888.895734
  nChanged 78
		SP:Iteration 22Q (47388.760000 sec): 3 clusters
  Score: Raw -627818.421200 + Penalty 2895.193888 = -624923.227312
  nChanged 68
		SP:Iteration 23Q (47388.950000 sec): 3 clusters
  Score: Raw -627844.753813 + Penalty 2895.193888 = -624949.559925
  nChanged 65
		SP:Iteration 24Q (47389.170000 sec): 3 clusters
  Score: Raw -627870.363899 + Penalty 2895.193888 = -624975.170012
  nChanged 74
		SP:Iteration 25Q (47389.410000 sec): 3 clusters
  Score: Raw -627902.727509 + Penalty 2895.193888 = -625007.533621
  nChanged 70
		SP:Iteration 26Q (47389.600000 sec): 3 clusters
  Score: Raw -627930.747122 + Penalty 2895.193888 = -625035.553234
  nChanged 63
		SP:Iteration 27Q (47389.780000 sec): 3 clusters
  Score: Raw -627960.408486 + Penalty 2895.193888 = -625065.214599
  nChanged 72
		SP:Iteration 28Q (47390.010000 sec): 3 clusters
  Score: Raw -628004.082931 + Penalty 2895.193888 = -625108.889043
  nChanged 76
		SP:Iteration 29Q (47390.210000 sec): 3 clusters
  Score: Raw -628054.561545 + Penalty 2895.193888 = -625159.367657
  nChanged 76
		SP:Iteration 30Q (47390.360000 sec): 3 clusters
  Score: Raw -628100.116426 + Penalty 2895.193888 = -625204.922539
  nChanged 73
		SP:Iteration 31Q (47390.590000 sec): 3 clusters
  Score: Raw -628140.792695 + Penalty 2895.193888 = -625245.598808
  nChanged 53
		SP:Iteration 32Q (47390.750000 sec): 3 clusters
  Score: Raw -628169.495721 + Penalty 2895.193888 = -625274.301834
  nChanged 42
		SP:Iteration 33Q (47390.940000 sec): 3 clusters
  Score: Raw -628185.876649 + Penalty 2895.193888 = -625290.682761
  nChanged 38
		SP:Iteration 34Q (47391.180000 sec): 3 clusters
  Score: Raw -628199.480022 + Penalty 2895.193888 = -625304.286135
  nChanged 32
		SP:Iteration 35Q (47391.360000 sec): 3 clusters
  Score: Raw -628213.686475 + Penalty 2895.193888 = -625318.492587
  nChanged 33
		SP:Iteration 36Q (47391.530000 sec): 3 clusters
  Score: Raw -628225.695715 + Penalty 2895.193888 = -625330.501827
  nChanged 28
		SP:Iteration 37Q (47391.710000 sec): 3 clusters
  Score: Raw -628238.132701 + Penalty 2895.193888 = -625342.938813
  nChanged 30
		SP:Iteration 38Q (47391.930000 sec): 3 clusters
  Score: Raw -628248.143335 + Penalty 2895.193888 = -625352.949448
  nChanged 27
		SP:Iteration 39Q (47392.120000 sec): 3 clusters
  Score: Raw -628257.432492 + Penalty 2895.193888 = -625362.238604
  nChanged 17
		SP:Iteration 40F (47392.340000 sec): 3 clusters
  Score: Raw -628262.317062 + Penalty 2895.193888 = -625367.123175
  nChanged 8
		SP:Iteration 41Q (47392.560000 sec): 3 clusters
  Score: Raw -628265.346268 + Penalty 2895.193888 = -625370.152380
  nChanged 3
		SP:Iteration 42Q (47392.840000 sec): 3 clusters
  Score: Raw -628266.203344 + Penalty 2895.193888 = -625371.009456
  nChanged 5
		SP:Iteration 43Q (47393.020000 sec): 3 clusters
  Score: Raw -628268.022151 + Penalty 2895.193888 = -625372.828263
  nChanged 7
		SP:Iteration 44Q (47393.210000 sec): 3 clusters
  Score: Raw -628270.328008 + Penalty 2895.193888 = -625375.134120
  nChanged 9
		SP:Iteration 45Q (47393.400000 sec): 3 clusters
  Score: Raw -628273.358289 + Penalty 2895.193888 = -625378.164401
  nChanged 3
		SP:Iteration 46Q (47393.610000 sec): 3 clusters
  Score: Raw -628273.970254 + Penalty 2895.193888 = -625378.776366
  nChanged 3
		SP:Iteration 47Q (47393.820000 sec): 3 clusters
  Score: Raw -628274.574004 + Penalty 2895.193888 = -625379.380117
  nChanged 2
		SP:Iteration 48Q (47394.040000 sec): 3 clusters
  Score: Raw -628274.823083 + Penalty 2895.193888 = -625379.629195
  nChanged 1
		SP:Iteration 49Q (47394.240000 sec): 3 clusters
  Score: Raw -628274.920757 + Penalty 2895.193888 = -625379.726869
  nChanged 1
		SP:Iteration 50Q (47394.440000 sec): 3 clusters
  Score: Raw -628275.057688 + Penalty 2895.193888 = -625379.863800
  nChanged 1
		SP:Iteration 51Q (47394.660000 sec): 3 clusters
  Score: Raw -628275.265447 + Penalty 2895.193888 = -625380.071560
  nChanged 1
		SP:Iteration 52Q (47394.910000 sec): 3 clusters
  Score: Raw -628275.539778 + Penalty 2895.193888 = -625380.345890
  nChanged 1
		SP:Iteration 53Q (47395.180000 sec): 3 clusters
  Score: Raw -628275.595233 + Penalty 2895.193888 = -625380.401345
  nChanged 0
		SP:Iteration 54F (47395.460000 sec): 3 clusters
  Score: Raw -628275.595233 + Penalty 2895.193888 = -625380.401345
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 15 (43191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47395.770000 sec): 2 clusters
  Score: Raw -3813281.105591 + Penalty 1734.425456 = -3811546.680136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47396.230000 sec): 3 clusters
  Score: Raw -3786288.610482 + Penalty 3468.850911 = -3782819.759571
  nChanged 20001
		SP:Iteration 1F (47396.660000 sec): 3 clusters
  Score: Raw -3797342.104928 + Penalty 3468.850911 = -3793873.254017
  nChanged 1544
		SP:Iteration 2Q (47397.080000 sec): 3 clusters
  Score: Raw -3797705.227688 + Penalty 3468.850911 = -3794236.376777
  nChanged 1435
		SP:Iteration 3Q (47397.480000 sec): 3 clusters
  Score: Raw -3798067.136551 + Penalty 3468.850911 = -3794598.285639
  nChanged 1444
		SP:Iteration 4Q (47397.920000 sec): 3 clusters
  Score: Raw -3798442.884958 + Penalty 3468.850911 = -3794974.034046
  nChanged 1453
		SP:Iteration 5Q (47398.320000 sec): 3 clusters
  Score: Raw -3798864.546725 + Penalty 3468.850911 = -3795395.695814
  nChanged 1520
		SP:Iteration 6Q (47398.760000 sec): 3 clusters
  Score: Raw -3799335.162980 + Penalty 3468.850911 = -3795866.312069
  nChanged 1516
		SP:Iteration 7Q (47399.220000 sec): 3 clusters
  Score: Raw -3799857.884832 + Penalty 3468.850911 = -3796389.033921
  nChanged 1571
		SP:Iteration 8Q (47399.720000 sec): 3 clusters
  Score: Raw -3800470.234233 + Penalty 3468.850911 = -3797001.383322
  nChanged 1694
		SP:Iteration 9Q (47400.180000 sec): 3 clusters
  Score: Raw -3801226.470840 + Penalty 3468.850911 = -3797757.619928
  nChanged 1798
		SP:Iteration 10Q (47400.630000 sec): 3 clusters
  Score: Raw -3802105.470323 + Penalty 3468.850911 = -3798636.619411
  nChanged 1870
		SP:Iteration 11Q (47401.080000 sec): 3 clusters
  Score: Raw -3803185.575808 + Penalty 3468.850911 = -3799716.724897
  nChanged 1962
		SP:Iteration 12Q (47401.550000 sec): 3 clusters
  Score: Raw -3804404.168961 + Penalty 3468.850911 = -3800935.318049
  nChanged 1913
		SP:Iteration 13Q (47402.020000 sec): 3 clusters
  Score: Raw -3805536.248157 + Penalty 3468.850911 = -3802067.397246
  nChanged 1728
		SP:Iteration 14Q (47402.500000 sec): 3 clusters
  Score: Raw -3806508.634958 + Penalty 3468.850911 = -3803039.784046
  nChanged 1424
		SP:Iteration 15Q (47402.960000 sec): 3 clusters
  Score: Raw -3807265.534032 + Penalty 3468.850911 = -3803796.683121
  nChanged 1194
		SP:Iteration 16Q (47403.440000 sec): 3 clusters
  Score: Raw -3807835.553072 + Penalty 3468.850911 = -3804366.702161
  nChanged 1034
		SP:Iteration 17Q (47403.860000 sec): 3 clusters
  Score: Raw -3808316.546141 + Penalty 3468.850911 = -3804847.695230
  nChanged 934
		SP:Iteration 18Q (47404.280000 sec): 3 clusters
  Score: Raw -3808739.878489 + Penalty 3468.850911 = -3805271.027578
  nChanged 844
		SP:Iteration 19Q (47404.750000 sec): 3 clusters
  Score: Raw -3809105.149621 + Penalty 3468.850911 = -3805636.298710
  nChanged 828
		SP:Iteration 20F (47405.120000 sec): 3 clusters
  Score: Raw -3809490.969895 + Penalty 3468.850911 = -3806022.118984
  nChanged 799
		SP:Iteration 21Q (47405.580000 sec): 3 clusters
  Score: Raw -3809848.730965 + Penalty 3468.850911 = -3806379.880054
  nChanged 750
		SP:Iteration 22Q (47405.960000 sec): 3 clusters
  Score: Raw -3810195.811320 + Penalty 3468.850911 = -3806726.960409
  nChanged 710
		SP:Iteration 23Q (47406.400000 sec): 3 clusters
  Score: Raw -3810521.816953 + Penalty 3468.850911 = -3807052.966042
  nChanged 670
		SP:Iteration 24Q (47406.800000 sec): 3 clusters
  Score: Raw -3810823.614958 + Penalty 3468.850911 = -3807354.764047
  nChanged 641
		SP:Iteration 25Q (47407.320000 sec): 3 clusters
  Score: Raw -3811107.787687 + Penalty 3468.850911 = -3807638.936776
  nChanged 590
		SP:Iteration 26Q (47407.800000 sec): 3 clusters
  Score: Raw -3811358.155880 + Penalty 3468.850911 = -3807889.304969
  nChanged 525
		SP:Iteration 27Q (47408.170000 sec): 3 clusters
  Score: Raw -3811587.321770 + Penalty 3468.850911 = -3808118.470858
  nChanged 489
		SP:Iteration 28Q (47408.600000 sec): 3 clusters
  Score: Raw -3811813.997311 + Penalty 3468.850911 = -3808345.146400
  nChanged 477
		SP:Iteration 29Q (47409.040000 sec): 3 clusters
  Score: Raw -3812037.833645 + Penalty 3468.850911 = -3808568.982734
  nChanged 424
		SP:Iteration 30Q (47409.470000 sec): 3 clusters
  Score: Raw -3812223.752718 + Penalty 3468.850911 = -3808754.901807
  nChanged 370
		SP:Iteration 31Q (47409.940000 sec): 3 clusters
  Score: Raw -3812379.607400 + Penalty 3468.850911 = -3808910.756488
  nChanged 341
		SP:Iteration 32Q (47410.380000 sec): 3 clusters
  Score: Raw -3812528.743788 + Penalty 3468.850911 = -3809059.892877
  nChanged 308
		SP:Iteration 33Q (47410.800000 sec): 3 clusters
  Score: Raw -3812671.144203 + Penalty 3468.850911 = -3809202.293292
  nChanged 273
		SP:Iteration 34Q (47411.220000 sec): 3 clusters
  Score: Raw -3812791.448664 + Penalty 3468.850911 = -3809322.597753
  nChanged 227
		SP:Iteration 35Q (47411.550000 sec): 3 clusters
  Score: Raw -3812889.172855 + Penalty 3468.850911 = -3809420.321944
  nChanged 208
		SP:Iteration 36Q (47411.940000 sec): 3 clusters
  Score: Raw -3812984.022490 + Penalty 3468.850911 = -3809515.171579
  nChanged 184
		SP:Iteration 37Q (47412.340000 sec): 3 clusters
  Score: Raw -3813070.004137 + Penalty 3468.850911 = -3809601.153226
  nChanged 161
		SP:Iteration 38Q (47412.740000 sec): 3 clusters
  Score: Raw -3813146.913498 + Penalty 3468.850911 = -3809678.062586
  nChanged 128
		SP:Iteration 39Q (47413.200000 sec): 3 clusters
  Score: Raw -3813201.282509 + Penalty 3468.850911 = -3809732.431598
  nChanged 81
		SP:Iteration 40F (47413.620000 sec): 3 clusters
  Score: Raw -3813235.451190 + Penalty 3468.850911 = -3809766.600279
  nChanged 88
		SP:Iteration 41Q (47413.970000 sec): 3 clusters
  Score: Raw -3813274.494487 + Penalty 3468.850911 = -3809805.643576
  nChanged 82
		SP:Iteration 42Q (47414.390000 sec): 3 clusters
  Score: Raw -3813310.901304 + Penalty 3468.850911 = -3809842.050393
  nChanged 71
		SP:Iteration 43Q (47414.880000 sec): 3 clusters
  Score: Raw -3813343.697963 + Penalty 3468.850911 = -3809874.847051
  nChanged 57
		SP:Iteration 44Q (47415.290000 sec): 3 clusters
  Score: Raw -3813367.568342 + Penalty 3468.850911 = -3809898.717430
  nChanged 52
		SP:Iteration 45Q (47415.760000 sec): 3 clusters
  Score: Raw -3813389.034357 + Penalty 3468.850911 = -3809920.183445
  nChanged 40
		SP:Iteration 46Q (47416.180000 sec): 3 clusters
  Score: Raw -3813405.941418 + Penalty 3468.850911 = -3809937.090506
  nChanged 36
		SP:Iteration 47Q (47416.570000 sec): 3 clusters
  Score: Raw -3813421.566255 + Penalty 3468.850911 = -3809952.715344
  nChanged 19
		SP:Iteration 48Q (47417.020000 sec): 3 clusters
  Score: Raw -3813429.081569 + Penalty 3468.850911 = -3809960.230658
  nChanged 24
		SP:Iteration 49Q (47417.440000 sec): 3 clusters
  Score: Raw -3813439.129693 + Penalty 3468.850911 = -3809970.278781
  nChanged 13
		SP:Iteration 50Q (47417.880000 sec): 3 clusters
  Score: Raw -3813443.508347 + Penalty 3468.850911 = -3809974.657436
  nChanged 13
		SP:Iteration 51Q (47418.300000 sec): 3 clusters
  Score: Raw -3813447.649501 + Penalty 3468.850911 = -3809978.798589
  nChanged 11
		SP:Iteration 52Q (47418.730000 sec): 3 clusters
  Score: Raw -3813452.005784 + Penalty 3468.850911 = -3809983.154873
  nChanged 14
		SP:Iteration 53Q (47419.200000 sec): 3 clusters
  Score: Raw -3813457.113279 + Penalty 3468.850911 = -3809988.262368
  nChanged 12
		SP:Iteration 54Q (47419.610000 sec): 3 clusters
  Score: Raw -3813460.538166 + Penalty 3468.850911 = -3809991.687254
  nChanged 7
		SP:Iteration 55Q (47420.010000 sec): 3 clusters
  Score: Raw -3813462.951640 + Penalty 3468.850911 = -3809994.100729
  nChanged 9
		SP:Iteration 56Q (47420.440000 sec): 3 clusters
  Score: Raw -3813467.510994 + Penalty 3468.850911 = -3809998.660083
  nChanged 11
		SP:Iteration 57Q (47420.880000 sec): 3 clusters
  Score: Raw -3813472.369331 + Penalty 3468.850911 = -3810003.518419
  nChanged 13
		SP:Iteration 58Q (47421.290000 sec): 3 clusters
  Score: Raw -3813476.170720 + Penalty 3468.850911 = -3810007.319808
  nChanged 11
		SP:Iteration 59Q (47421.730000 sec): 3 clusters
  Score: Raw -3813479.670056 + Penalty 3468.850911 = -3810010.819144
  nChanged 7
		SP:Iteration 60F (47422.120000 sec): 3 clusters
  Score: Raw -3813482.723855 + Penalty 3468.850911 = -3810013.872943
  nChanged 8
		SP:Iteration 61Q (47422.560000 sec): 3 clusters
  Score: Raw -3813486.268255 + Penalty 3468.850911 = -3810017.417344
  nChanged 9
		SP:Iteration 62Q (47423.010000 sec): 3 clusters
  Score: Raw -3813489.272429 + Penalty 3468.850911 = -3810020.421518
  nChanged 7
		SP:Iteration 63Q (47423.430000 sec): 3 clusters
  Score: Raw -3813492.012729 + Penalty 3468.850911 = -3810023.161818
  nChanged 7
		SP:Iteration 64Q (47423.860000 sec): 3 clusters
  Score: Raw -3813493.788837 + Penalty 3468.850911 = -3810024.937926
  nChanged 4
		SP:Iteration 65Q (47424.290000 sec): 3 clusters
  Score: Raw -3813495.090343 + Penalty 3468.850911 = -3810026.239432
  nChanged 6
		SP:Iteration 66Q (47424.710000 sec): 3 clusters
  Score: Raw -3813496.790589 + Penalty 3468.850911 = -3810027.939678
  nChanged 2
		SP:Iteration 67Q (47425.160000 sec): 3 clusters
  Score: Raw -3813497.259583 + Penalty 3468.850911 = -3810028.408672
  nChanged 3
		SP:Iteration 68Q (47425.590000 sec): 3 clusters
  Score: Raw -3813498.082302 + Penalty 3468.850911 = -3810029.231390
  nChanged 1
		SP:Iteration 69Q (47426.050000 sec): 3 clusters
  Score: Raw -3813498.412214 + Penalty 3468.850911 = -3810029.561303
  nChanged 3
		SP:Iteration 70Q (47426.470000 sec): 3 clusters
  Score: Raw -3813499.481657 + Penalty 3468.850911 = -3810030.630746
  nChanged 2
		SP:Iteration 71Q (47426.890000 sec): 3 clusters
  Score: Raw -3813500.273088 + Penalty 3468.850911 = -3810031.422177
  nChanged 3
		SP:Iteration 72Q (47427.290000 sec): 3 clusters
  Score: Raw -3813502.286099 + Penalty 3468.850911 = -3810033.435187
  nChanged 7
		SP:Iteration 73Q (47427.730000 sec): 3 clusters
  Score: Raw -3813506.043756 + Penalty 3468.850911 = -3810037.192844
  nChanged 7
		SP:Iteration 74Q (47428.150000 sec): 3 clusters
  Score: Raw -3813509.484547 + Penalty 3468.850911 = -3810040.633636
  nChanged 5
		SP:Iteration 75Q (47428.570000 sec): 3 clusters
  Score: Raw -3813511.809905 + Penalty 3468.850911 = -3810042.958994
  nChanged 6
		SP:Iteration 76Q (47428.980000 sec): 3 clusters
  Score: Raw -3813514.939461 + Penalty 3468.850911 = -3810046.088550
  nChanged 4
		SP:Iteration 77Q (47429.340000 sec): 3 clusters
  Score: Raw -3813516.871008 + Penalty 3468.850911 = -3810048.020097
  nChanged 2
		SP:Iteration 78Q (47429.790000 sec): 3 clusters
  Score: Raw -3813517.458959 + Penalty 3468.850911 = -3810048.608047
  nChanged 2
		SP:Iteration 79Q (47430.150000 sec): 3 clusters
  Score: Raw -3813517.863272 + Penalty 3468.850911 = -3810049.012360
  nChanged 1
		SP:Iteration 80F (47430.640000 sec): 3 clusters
  Score: Raw -3813518.128720 + Penalty 3468.850911 = -3810049.277809
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 16 (315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47430.770000 sec): 2 clusters
  Score: Raw -26248.493929 + Penalty 934.793054 = -25313.700875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47430.970000 sec): 3 clusters
  Score: Raw -26356.103064 + Penalty 1869.586108 = -24486.516956
  nChanged 68
		SP:Iteration 1F (47431.140000 sec): 3 clusters
  Score: Raw -26468.903322 + Penalty 1869.586108 = -24599.317215
  nChanged 11
		SP:Iteration 2Q (47431.300000 sec): 3 clusters
  Score: Raw -26489.960301 + Penalty 1869.586108 = -24620.374194
  nChanged 5
		SP:Iteration 3Q (47431.520000 sec): 3 clusters
  Score: Raw -26497.008382 + Penalty 1869.586108 = -24627.422275
  nChanged 6
		SP:Iteration 4Q (47431.780000 sec): 3 clusters
  Score: Raw -26505.684135 + Penalty 1869.586108 = -24636.098028
  nChanged 4
		SP:Iteration 5Q (47431.980000 sec): 3 clusters
  Score: Raw -26511.544141 + Penalty 1869.586108 = -24641.958033
  nChanged 4
		SP:Iteration 6Q (47432.150000 sec): 3 clusters
  Score: Raw -26517.377817 + Penalty 1869.586108 = -24647.791710
  nChanged 5
		SP:Iteration 7Q (47432.270000 sec): 3 clusters
  Score: Raw -26525.428986 + Penalty 1869.586108 = -24655.842879
  nChanged 3
		SP:Iteration 8Q (47432.450000 sec): 3 clusters
  Score: Raw -26528.823988 + Penalty 1869.586108 = -24659.237880
  nChanged 2
		SP:Iteration 9Q (47432.610000 sec): 3 clusters
  Score: Raw -26530.574325 + Penalty 1869.586108 = -24660.988217
  nChanged 2
		SP:Iteration 10Q (47432.770000 sec): 3 clusters
  Score: Raw -26532.200112 + Penalty 1869.586108 = -24662.614004
  nChanged 2
		SP:Iteration 11Q (47432.960000 sec): 3 clusters
  Score: Raw -26537.643019 + Penalty 1869.586108 = -24668.056912
  nChanged 0
		SP:Iteration 12F (47433.080000 sec): 3 clusters
  Score: Raw -26537.643019 + Penalty 1869.586108 = -24668.056912
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 17 (9354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47433.260000 sec): 2 clusters
  Score: Raw -712578.946520 + Penalty 1485.828392 = -711093.118128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47433.470000 sec): 3 clusters
  Score: Raw -707324.421338 + Penalty 2971.656785 = -704352.764553
  nChanged 4000
		SP:Iteration 1F (47433.720000 sec): 3 clusters
  Score: Raw -709779.108178 + Penalty 2971.656785 = -706807.451393
  nChanged 711
		SP:Iteration 2F (47433.930000 sec): 3 clusters
  Score: Raw -710309.566232 + Penalty 2971.656785 = -707337.909447
  nChanged 727
		SP:Iteration 3F (47434.190000 sec): 3 clusters
  Score: Raw -710912.085179 + Penalty 2971.656785 = -707940.428394
  nChanged 735
		SP:Iteration 4F (47434.430000 sec): 3 clusters
  Score: Raw -711526.114952 + Penalty 2971.656785 = -708554.458167
  nChanged 634
		SP:Iteration 5F (47434.650000 sec): 3 clusters
  Score: Raw -712061.600552 + Penalty 2971.656785 = -709089.943767
  nChanged 524
		SP:Iteration 6F (47434.940000 sec): 3 clusters
  Score: Raw -712483.656600 + Penalty 2971.656785 = -709511.999815
  nChanged 429
		SP:Iteration 7Q (47435.180000 sec): 3 clusters
  Score: Raw -712801.624248 + Penalty 2971.656785 = -709829.967463
  nChanged 296
		SP:Iteration 8Q (47435.400000 sec): 3 clusters
  Score: Raw -713006.959236 + Penalty 2971.656785 = -710035.302451
  nChanged 223
		SP:Iteration 9Q (47435.600000 sec): 3 clusters
  Score: Raw -713174.009008 + Penalty 2971.656785 = -710202.352223
  nChanged 166
		SP:Iteration 10Q (47435.780000 sec): 3 clusters
  Score: Raw -713289.649173 + Penalty 2971.656785 = -710317.992388
  nChanged 133
		SP:Iteration 11Q (47435.990000 sec): 3 clusters
  Score: Raw -713376.455806 + Penalty 2971.656785 = -710404.799021
  nChanged 114
		SP:Iteration 12Q (47436.230000 sec): 3 clusters
  Score: Raw -713442.573466 + Penalty 2971.656785 = -710470.916681
  nChanged 92
		SP:Iteration 13Q (47436.390000 sec): 3 clusters
  Score: Raw -713483.297335 + Penalty 2971.656785 = -710511.640550
  nChanged 63
		SP:Iteration 14Q (47436.630000 sec): 3 clusters
  Score: Raw -713514.624952 + Penalty 2971.656785 = -710542.968167
  nChanged 60
		SP:Iteration 15Q (47436.890000 sec): 3 clusters
  Score: Raw -713546.402489 + Penalty 2971.656785 = -710574.745704
  nChanged 53
		SP:Iteration 16Q (47437.050000 sec): 3 clusters
  Score: Raw -713561.034816 + Penalty 2971.656785 = -710589.378031
  nChanged 32
		SP:Iteration 17Q (47437.280000 sec): 3 clusters
  Score: Raw -713571.887936 + Penalty 2971.656785 = -710600.231151
  nChanged 25
		SP:Iteration 18Q (47437.490000 sec): 3 clusters
  Score: Raw -713582.327213 + Penalty 2971.656785 = -710610.670428
  nChanged 30
		SP:Iteration 19Q (47437.660000 sec): 3 clusters
  Score: Raw -713594.746046 + Penalty 2971.656785 = -710623.089261
  nChanged 35
		SP:Iteration 20F (47437.900000 sec): 3 clusters
  Score: Raw -713611.057113 + Penalty 2971.656785 = -710639.400328
  nChanged 34
		SP:Iteration 21Q (47438.130000 sec): 3 clusters
  Score: Raw -713619.533917 + Penalty 2971.656785 = -710647.877132
  nChanged 25
		SP:Iteration 22Q (47438.360000 sec): 3 clusters
  Score: Raw -713624.982446 + Penalty 2971.656785 = -710653.325661
  nChanged 14
		SP:Iteration 23Q (47438.600000 sec): 3 clusters
  Score: Raw -713628.679822 + Penalty 2971.656785 = -710657.023037
  nChanged 11
		SP:Iteration 24Q (47438.800000 sec): 3 clusters
  Score: Raw -713630.714960 + Penalty 2971.656785 = -710659.058175
  nChanged 11
		SP:Iteration 25Q (47438.990000 sec): 3 clusters
  Score: Raw -713633.415350 + Penalty 2971.656785 = -710661.758565
  nChanged 8
		SP:Iteration 26Q (47439.220000 sec): 3 clusters
  Score: Raw -713634.893250 + Penalty 2971.656785 = -710663.236465
  nChanged 5
		SP:Iteration 27Q (47439.440000 sec): 3 clusters
  Score: Raw -713635.354777 + Penalty 2971.656785 = -710663.697992
  nChanged 5
		SP:Iteration 28Q (47439.660000 sec): 3 clusters
  Score: Raw -713635.869826 + Penalty 2971.656785 = -710664.213041
  nChanged 0
		SP:Iteration 29F (47439.930000 sec): 3 clusters
  Score: Raw -713635.869826 + Penalty 2971.656785 = -710664.213041
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 18 (498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47440.060000 sec): 2 clusters
  Score: Raw -43310.108836 + Penalty 1009.222513 = -42300.886323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47440.240000 sec): 3 clusters
  Score: Raw -43254.637628 + Penalty 2018.445025 = -41236.192603
  nChanged 116
		SP:Iteration 1F (47440.340000 sec): 3 clusters
  Score: Raw -43405.258167 + Penalty 2018.445025 = -41386.813142
  nChanged 25
		SP:Iteration 2F (47440.500000 sec): 3 clusters
  Score: Raw -43461.660186 + Penalty 2018.445025 = -41443.215161
  nChanged 17
		SP:Iteration 3Q (47440.650000 sec): 3 clusters
  Score: Raw -43491.511288 + Penalty 2018.445025 = -41473.066263
  nChanged 17
		SP:Iteration 4Q (47440.750000 sec): 3 clusters
  Score: Raw -43541.603176 + Penalty 2018.445025 = -41523.158151
  nChanged 18
		SP:Iteration 5Q (47440.960000 sec): 3 clusters
  Score: Raw -43599.559202 + Penalty 2018.445025 = -41581.114177
  nChanged 17
		SP:Iteration 6Q (47441.090000 sec): 3 clusters
  Score: Raw -43630.804651 + Penalty 2018.445025 = -41612.359626
  nChanged 13
		SP:Iteration 7Q (47441.230000 sec): 3 clusters
  Score: Raw -43658.236927 + Penalty 2018.445025 = -41639.791902
  nChanged 10
		SP:Iteration 8Q (47441.360000 sec): 3 clusters
  Score: Raw -43676.735448 + Penalty 2018.445025 = -41658.290423
  nChanged 6
		SP:Iteration 9Q (47441.490000 sec): 3 clusters
  Score: Raw -43686.939375 + Penalty 2018.445025 = -41668.494350
  nChanged 6
		SP:Iteration 10Q (47441.680000 sec): 3 clusters
  Score: Raw -43700.113713 + Penalty 2018.445025 = -41681.668688
  nChanged 4
		SP:Iteration 11Q (47441.820000 sec): 3 clusters
  Score: Raw -43705.756146 + Penalty 2018.445025 = -41687.311121
  nChanged 5
		SP:Iteration 12Q (47441.960000 sec): 3 clusters
  Score: Raw -43715.982088 + Penalty 2018.445025 = -41697.537063
  nChanged 5
		SP:Iteration 13Q (47442.100000 sec): 3 clusters
  Score: Raw -43724.418979 + Penalty 2018.445025 = -41705.973954
  nChanged 3
		SP:Iteration 14Q (47442.250000 sec): 3 clusters
  Score: Raw -43732.697293 + Penalty 2018.445025 = -41714.252268
  nChanged 5
		SP:Iteration 15Q (47442.410000 sec): 3 clusters
  Score: Raw -43743.332083 + Penalty 2018.445025 = -41724.887058
  nChanged 1
		SP:Iteration 16Q (47442.590000 sec): 3 clusters
  Score: Raw -43746.082896 + Penalty 2018.445025 = -41727.637871
  nChanged 1
		SP:Iteration 17Q (47442.760000 sec): 3 clusters
  Score: Raw -43748.059808 + Penalty 2018.445025 = -41729.614783
  nChanged 0
		SP:Iteration 18F (47442.900000 sec): 3 clusters
  Score: Raw -43748.059808 + Penalty 2018.445025 = -41729.614783
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 19 (171955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47443.990000 sec): 2 clusters
  Score: Raw -14848143.001325 + Penalty 1958.935565 = -14846184.065760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47445.100000 sec): 3 clusters
  Score: Raw -14734528.801681 + Penalty 3917.871130 = -14730610.930551
  nChanged 83305
		SP:Iteration 1F (47446.190000 sec): 3 clusters
  Score: Raw -14783638.911728 + Penalty 3917.871130 = -14779721.040598
  nChanged 5614
		SP:Iteration 2Q (47447.300000 sec): 3 clusters
  Score: Raw -14785121.643135 + Penalty 3917.871130 = -14781203.772005
  nChanged 6938
		SP:Iteration 3Q (47448.410000 sec): 3 clusters
  Score: Raw -14787608.775134 + Penalty 3917.871130 = -14783690.904003
  nChanged 9041
		SP:Iteration 4F (47449.490000 sec): 3 clusters
  Score: Raw -14791972.803711 + Penalty 3917.871130 = -14788054.932580
  nChanged 11537
		SP:Iteration 5F (47450.580000 sec): 3 clusters
  Score: Raw -14799068.688465 + Penalty 3917.871130 = -14795150.817335
  nChanged 13555
		SP:Iteration 6F (47451.620000 sec): 3 clusters
  Score: Raw -14809181.603680 + Penalty 3917.871130 = -14805263.732550
  nChanged 14054
		SP:Iteration 7F (47452.750000 sec): 3 clusters
  Score: Raw -14821201.199618 + Penalty 3917.871130 = -14817283.328488
  nChanged 12275
		SP:Iteration 8F (47453.860000 sec): 3 clusters
  Score: Raw -14832556.999244 + Penalty 3917.871130 = -14828639.128113
  nChanged 8717
		SP:Iteration 9F (47454.990000 sec): 3 clusters
  Score: Raw -14840728.413648 + Penalty 3917.871130 = -14836810.542517
  nChanged 4902
		SP:Iteration 10Q (47456.190000 sec): 3 clusters
  Score: Raw -14845223.727979 + Penalty 3917.871130 = -14841305.856849
  nChanged 2215
		SP:Iteration 11Q (47457.400000 sec): 3 clusters
  Score: Raw -14847216.615289 + Penalty 3917.871130 = -14843298.744159
  nChanged 875
		SP:Iteration 12Q (47458.400000 sec): 3 clusters
  Score: Raw -14848031.605813 + Penalty 3917.871130 = -14844113.734683
  nChanged 301
		SP:Iteration 13Q (47459.440000 sec): 3 clusters
  Score: Raw -14848334.443078 + Penalty 3917.871130 = -14844416.571947
  nChanged 157
		SP:Iteration 14Q (47460.560000 sec): 3 clusters
  Score: Raw -14848508.174378 + Penalty 3917.871130 = -14844590.303248
  nChanged 133
		SP:Iteration 15Q (47461.520000 sec): 3 clusters
  Score: Raw -14848639.607565 + Penalty 3917.871130 = -14844721.736434
  nChanged 87
		SP:Iteration 16Q (47462.450000 sec): 3 clusters
  Score: Raw -14848714.137700 + Penalty 3917.871130 = -14844796.266570
  nChanged 77
		SP:Iteration 17Q (47463.550000 sec): 3 clusters
  Score: Raw -14848770.307088 + Penalty 3917.871130 = -14844852.435958
  nChanged 50
		SP:Iteration 18Q (47464.680000 sec): 3 clusters
  Score: Raw -14848797.893324 + Penalty 3917.871130 = -14844880.022194
  nChanged 26
		SP:Iteration 19Q (47465.720000 sec): 3 clusters
  Score: Raw -14848810.354877 + Penalty 3917.871130 = -14844892.483746
  nChanged 31
		SP:Iteration 20F (47466.900000 sec): 3 clusters
  Score: Raw -14848827.203252 + Penalty 3917.871130 = -14844909.332121
  nChanged 27
		SP:Iteration 21Q (47468.020000 sec): 3 clusters
  Score: Raw -14848837.769057 + Penalty 3917.871130 = -14844919.897926
  nChanged 16
		SP:Iteration 22Q (47469.140000 sec): 3 clusters
  Score: Raw -14848844.996591 + Penalty 3917.871130 = -14844927.125461
  nChanged 9
		SP:Iteration 23Q (47470.270000 sec): 3 clusters
  Score: Raw -14848849.443460 + Penalty 3917.871130 = -14844931.572329
  nChanged 8
		SP:Iteration 24Q (47471.350000 sec): 3 clusters
  Score: Raw -14848851.977634 + Penalty 3917.871130 = -14844934.106503
  nChanged 5
		SP:Iteration 25Q (47472.300000 sec): 3 clusters
  Score: Raw -14848853.533069 + Penalty 3917.871130 = -14844935.661939
  nChanged 3
		SP:Iteration 26Q (47473.280000 sec): 3 clusters
  Score: Raw -14848854.250011 + Penalty 3917.871130 = -14844936.378880
  nChanged 4
		SP:Iteration 27Q (47474.350000 sec): 3 clusters
  Score: Raw -14848855.113973 + Penalty 3917.871130 = -14844937.242843
  nChanged 0
		SP:Iteration 28F (47475.500000 sec): 3 clusters
  Score: Raw -14848855.113973 + Penalty 3917.871130 = -14844937.242843
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 20 (472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47475.690000 sec): 2 clusters
  Score: Raw -39501.348692 + Penalty 1000.509085 = -38500.839607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47475.840000 sec): 3 clusters
  Score: Raw -39471.763617 + Penalty 2001.018170 = -37470.745447
  nChanged 93
		SP:Iteration 1F (47475.970000 sec): 3 clusters
  Score: Raw -39605.065253 + Penalty 2001.018170 = -37604.047083
  nChanged 30
		SP:Iteration 2F (47476.140000 sec): 3 clusters
  Score: Raw -39670.328666 + Penalty 2001.018170 = -37669.310496
  nChanged 19
		SP:Iteration 3Q (47476.360000 sec): 3 clusters
  Score: Raw -39715.929807 + Penalty 2001.018170 = -37714.911637
  nChanged 14
		SP:Iteration 4Q (47476.550000 sec): 3 clusters
  Score: Raw -39762.906769 + Penalty 2001.018170 = -37761.888599
  nChanged 9
		SP:Iteration 5Q (47476.660000 sec): 3 clusters
  Score: Raw -39778.361185 + Penalty 2001.018170 = -37777.343015
  nChanged 11
		SP:Iteration 6Q (47476.810000 sec): 3 clusters
  Score: Raw -39792.871319 + Penalty 2001.018170 = -37791.853149
  nChanged 8
		SP:Iteration 7Q (47476.920000 sec): 3 clusters
  Score: Raw -39806.798806 + Penalty 2001.018170 = -37805.780636
  nChanged 6
		SP:Iteration 8Q (47477.080000 sec): 3 clusters
  Score: Raw -39818.603416 + Penalty 2001.018170 = -37817.585246
  nChanged 2
		SP:Iteration 9Q (47477.220000 sec): 3 clusters
  Score: Raw -39821.650344 + Penalty 2001.018170 = -37820.632174
  nChanged 2
		SP:Iteration 10Q (47477.400000 sec): 3 clusters
  Score: Raw -39824.181853 + Penalty 2001.018170 = -37823.163683
  nChanged 1
		SP:Iteration 11Q (47477.520000 sec): 3 clusters
  Score: Raw -39826.799488 + Penalty 2001.018170 = -37825.781318
  nChanged 1
		SP:Iteration 12Q (47477.660000 sec): 3 clusters
  Score: Raw -39830.091925 + Penalty 2001.018170 = -37829.073755
  nChanged 3
		SP:Iteration 13Q (47477.820000 sec): 3 clusters
  Score: Raw -39835.750189 + Penalty 2001.018170 = -37834.732019
  nChanged 0
		SP:Iteration 14F (47477.970000 sec): 3 clusters
  Score: Raw -39835.750189 + Penalty 2001.018170 = -37834.732019
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 21 (2670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47478.110000 sec): 2 clusters
  Score: Raw -190252.265324 + Penalty 1282.097985 = -188970.167339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47478.270000 sec): 3 clusters
  Score: Raw -189013.069274 + Penalty 2564.195969 = -186448.873305
  nChanged 984
		SP:Iteration 1F (47478.430000 sec): 3 clusters
  Score: Raw -189691.597386 + Penalty 2564.195969 = -187127.401417
  nChanged 257
		SP:Iteration 2F (47478.590000 sec): 3 clusters
  Score: Raw -189959.745092 + Penalty 2564.195969 = -187395.549123
  nChanged 222
		SP:Iteration 3F (47478.750000 sec): 3 clusters
  Score: Raw -190184.032529 + Penalty 2564.195969 = -187619.836560
  nChanged 166
		SP:Iteration 4F (47478.910000 sec): 3 clusters
  Score: Raw -190351.176355 + Penalty 2564.195969 = -187786.980385
  nChanged 144
		SP:Iteration 5F (47479.110000 sec): 3 clusters
  Score: Raw -190481.567657 + Penalty 2564.195969 = -187917.371688
  nChanged 119
		SP:Iteration 6Q (47479.250000 sec): 3 clusters
  Score: Raw -190567.049894 + Penalty 2564.195969 = -188002.853925
  nChanged 97
		SP:Iteration 7Q (47479.380000 sec): 3 clusters
  Score: Raw -190653.157586 + Penalty 2564.195969 = -188088.961617
  nChanged 79
		SP:Iteration 8Q (47479.530000 sec): 3 clusters
  Score: Raw -190717.231424 + Penalty 2564.195969 = -188153.035454
  nChanged 65
		SP:Iteration 9Q (47479.670000 sec): 3 clusters
  Score: Raw -190765.949800 + Penalty 2564.195969 = -188201.753831
  nChanged 47
		SP:Iteration 10Q (47479.810000 sec): 3 clusters
  Score: Raw -190792.342850 + Penalty 2564.195969 = -188228.146881
  nChanged 37
		SP:Iteration 11Q (47479.950000 sec): 3 clusters
  Score: Raw -190812.101266 + Penalty 2564.195969 = -188247.905297
  nChanged 31
		SP:Iteration 12Q (47480.100000 sec): 3 clusters
  Score: Raw -190826.025575 + Penalty 2564.195969 = -188261.829605
  nChanged 18
		SP:Iteration 13Q (47480.240000 sec): 3 clusters
  Score: Raw -190840.056739 + Penalty 2564.195969 = -188275.860770
  nChanged 21
		SP:Iteration 14Q (47480.400000 sec): 3 clusters
  Score: Raw -190853.718447 + Penalty 2564.195969 = -188289.522478
  nChanged 24
		SP:Iteration 15Q (47480.560000 sec): 3 clusters
  Score: Raw -190868.693236 + Penalty 2564.195969 = -188304.497266
  nChanged 17
		SP:Iteration 16Q (47480.720000 sec): 3 clusters
  Score: Raw -190879.900729 + Penalty 2564.195969 = -188315.704760
  nChanged 18
		SP:Iteration 17Q (47480.880000 sec): 3 clusters
  Score: Raw -190886.538089 + Penalty 2564.195969 = -188322.342119
  nChanged 17
		SP:Iteration 18Q (47481.040000 sec): 3 clusters
  Score: Raw -190895.030033 + Penalty 2564.195969 = -188330.834064
  nChanged 10
		SP:Iteration 19Q (47481.200000 sec): 3 clusters
  Score: Raw -190897.814046 + Penalty 2564.195969 = -188333.618077
  nChanged 6
		SP:Iteration 20F (47481.360000 sec): 3 clusters
  Score: Raw -190899.780301 + Penalty 2564.195969 = -188335.584332
  nChanged 4
		SP:Iteration 21Q (47481.520000 sec): 3 clusters
  Score: Raw -190900.769954 + Penalty 2564.195969 = -188336.573984
  nChanged 3
		SP:Iteration 22Q (47481.680000 sec): 3 clusters
  Score: Raw -190902.169647 + Penalty 2564.195969 = -188337.973678
  nChanged 4
		SP:Iteration 23Q (47481.840000 sec): 3 clusters
  Score: Raw -190904.345144 + Penalty 2564.195969 = -188340.149174
  nChanged 5
		SP:Iteration 24Q (47482.000000 sec): 3 clusters
  Score: Raw -190905.924285 + Penalty 2564.195969 = -188341.728316
  nChanged 6
		SP:Iteration 25Q (47482.160000 sec): 3 clusters
  Score: Raw -190908.866835 + Penalty 2564.195969 = -188344.670866
  nChanged 5
		SP:Iteration 26Q (47482.320000 sec): 3 clusters
  Score: Raw -190910.628117 + Penalty 2564.195969 = -188346.432148
  nChanged 5
		SP:Iteration 27Q (47482.480000 sec): 3 clusters
  Score: Raw -190912.146007 + Penalty 2564.195969 = -188347.950038
  nChanged 5
		SP:Iteration 28Q (47482.640000 sec): 3 clusters
  Score: Raw -190914.614684 + Penalty 2564.195969 = -188350.418715
  nChanged 3
		SP:Iteration 29Q (47482.800000 sec): 3 clusters
  Score: Raw -190915.134912 + Penalty 2564.195969 = -188350.938943
  nChanged 0
		SP:Iteration 30F (47482.960000 sec): 3 clusters
  Score: Raw -190915.134912 + Penalty 2564.195969 = -188350.938943
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 22 (4600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47483.090000 sec): 2 clusters
  Score: Raw -370641.676027 + Penalty 1370.494382 = -369271.181645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47483.310000 sec): 3 clusters
  Score: Raw -368272.233489 + Penalty 2740.988764 = -365531.244725
  nChanged 1847
		SP:Iteration 1F (47483.470000 sec): 3 clusters
  Score: Raw -369378.892539 + Penalty 2740.988764 = -366637.903775
  nChanged 413
		SP:Iteration 2F (47483.630000 sec): 3 clusters
  Score: Raw -369677.666997 + Penalty 2740.988764 = -366936.678232
  nChanged 312
		SP:Iteration 3F (47483.800000 sec): 3 clusters
  Score: Raw -369889.238926 + Penalty 2740.988764 = -367148.250162
  nChanged 229
		SP:Iteration 4Q (47483.970000 sec): 3 clusters
  Score: Raw -370064.082535 + Penalty 2740.988764 = -367323.093771
  nChanged 210
		SP:Iteration 5Q (47484.090000 sec): 3 clusters
  Score: Raw -370198.936893 + Penalty 2740.988764 = -367457.948129
  nChanged 151
		SP:Iteration 6Q (47484.250000 sec): 3 clusters
  Score: Raw -370283.303368 + Penalty 2740.988764 = -367542.314603
  nChanged 123
		SP:Iteration 7Q (47484.400000 sec): 3 clusters
  Score: Raw -370362.342066 + Penalty 2740.988764 = -367621.353302
  nChanged 129
		SP:Iteration 8Q (47484.560000 sec): 3 clusters
  Score: Raw -370442.175914 + Penalty 2740.988764 = -367701.187150
  nChanged 111
		SP:Iteration 9Q (47484.710000 sec): 3 clusters
  Score: Raw -370523.146987 + Penalty 2740.988764 = -367782.158222
  nChanged 93
		SP:Iteration 10Q (47484.870000 sec): 3 clusters
  Score: Raw -370587.102651 + Penalty 2740.988764 = -367846.113887
  nChanged 76
		SP:Iteration 11Q (47485.050000 sec): 3 clusters
  Score: Raw -370642.057538 + Penalty 2740.988764 = -367901.068773
  nChanged 58
		SP:Iteration 12Q (47485.220000 sec): 3 clusters
  Score: Raw -370683.686231 + Penalty 2740.988764 = -367942.697467
  nChanged 57
		SP:Iteration 13Q (47485.380000 sec): 3 clusters
  Score: Raw -370728.012262 + Penalty 2740.988764 = -367987.023498
  nChanged 34
		SP:Iteration 14Q (47485.530000 sec): 3 clusters
  Score: Raw -370756.202081 + Penalty 2740.988764 = -368015.213317
  nChanged 36
		SP:Iteration 15Q (47485.690000 sec): 3 clusters
  Score: Raw -370783.222325 + Penalty 2740.988764 = -368042.233560
  nChanged 25
		SP:Iteration 16Q (47485.850000 sec): 3 clusters
  Score: Raw -370802.428094 + Penalty 2740.988764 = -368061.439330
  nChanged 19
		SP:Iteration 17Q (47486.010000 sec): 3 clusters
  Score: Raw -370818.902568 + Penalty 2740.988764 = -368077.913804
  nChanged 20
		SP:Iteration 18Q (47486.160000 sec): 3 clusters
  Score: Raw -370835.243283 + Penalty 2740.988764 = -368094.254519
  nChanged 17
		SP:Iteration 19Q (47486.320000 sec): 3 clusters
  Score: Raw -370846.247260 + Penalty 2740.988764 = -368105.258496
  nChanged 9
		SP:Iteration 20F (47486.470000 sec): 3 clusters
  Score: Raw -370851.294938 + Penalty 2740.988764 = -368110.306173
  nChanged 5
		SP:Iteration 21Q (47486.630000 sec): 3 clusters
  Score: Raw -370854.293870 + Penalty 2740.988764 = -368113.305105
  nChanged 8
		SP:Iteration 22Q (47486.790000 sec): 3 clusters
  Score: Raw -370859.470358 + Penalty 2740.988764 = -368118.481594
  nChanged 10
		SP:Iteration 23Q (47486.950000 sec): 3 clusters
  Score: Raw -370866.361364 + Penalty 2740.988764 = -368125.372600
  nChanged 7
		SP:Iteration 24Q (47487.110000 sec): 3 clusters
  Score: Raw -370869.945119 + Penalty 2740.988764 = -368128.956354
  nChanged 4
		SP:Iteration 25Q (47487.260000 sec): 3 clusters
  Score: Raw -370875.285238 + Penalty 2740.988764 = -368134.296474
  nChanged 5
		SP:Iteration 26Q (47487.420000 sec): 3 clusters
  Score: Raw -370878.306820 + Penalty 2740.988764 = -368137.318056
  nChanged 1
		SP:Iteration 27Q (47487.590000 sec): 3 clusters
  Score: Raw -370879.803368 + Penalty 2740.988764 = -368138.814604
  nChanged 2
		SP:Iteration 28Q (47487.730000 sec): 3 clusters
  Score: Raw -370880.642795 + Penalty 2740.988764 = -368139.654030
  nChanged 0
		SP:Iteration 29F (47487.880000 sec): 3 clusters
  Score: Raw -370880.642795 + Penalty 2740.988764 = -368139.654030
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 23 (6050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47488.020000 sec): 2 clusters
  Score: Raw -501583.256007 + Penalty 1415.019702 = -500168.236305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47488.180000 sec): 3 clusters
  Score: Raw -498418.068088 + Penalty 2830.039404 = -495588.028683
  nChanged 2452
		SP:Iteration 1F (47488.380000 sec): 3 clusters
  Score: Raw -499721.069996 + Penalty 2830.039404 = -496891.030592
  nChanged 352
		SP:Iteration 2F (47488.580000 sec): 3 clusters
  Score: Raw -499862.241422 + Penalty 2830.039404 = -497032.202018
  nChanged 248
		SP:Iteration 3Q (47488.760000 sec): 3 clusters
  Score: Raw -499956.471246 + Penalty 2830.039404 = -497126.431842
  nChanged 185
		SP:Iteration 4Q (47488.960000 sec): 3 clusters
  Score: Raw -500026.724654 + Penalty 2830.039404 = -497196.685250
  nChanged 175
		SP:Iteration 5Q (47489.140000 sec): 3 clusters
  Score: Raw -500099.473521 + Penalty 2830.039404 = -497269.434117
  nChanged 180
		SP:Iteration 6Q (47489.320000 sec): 3 clusters
  Score: Raw -500171.192499 + Penalty 2830.039404 = -497341.153095
  nChanged 168
		SP:Iteration 7Q (47489.500000 sec): 3 clusters
  Score: Raw -500235.172485 + Penalty 2830.039404 = -497405.133081
  nChanged 165
		SP:Iteration 8Q (47489.690000 sec): 3 clusters
  Score: Raw -500298.016392 + Penalty 2830.039404 = -497467.976988
  nChanged 178
		SP:Iteration 9Q (47489.900000 sec): 3 clusters
  Score: Raw -500380.386139 + Penalty 2830.039404 = -497550.346735
  nChanged 192
		SP:Iteration 10Q (47490.080000 sec): 3 clusters
  Score: Raw -500475.720376 + Penalty 2830.039404 = -497645.680972
  nChanged 180
		SP:Iteration 11Q (47490.260000 sec): 3 clusters
  Score: Raw -500559.808054 + Penalty 2830.039404 = -497729.768650
  nChanged 163
		SP:Iteration 12Q (47490.430000 sec): 3 clusters
  Score: Raw -500633.235668 + Penalty 2830.039404 = -497803.196264
  nChanged 157
		SP:Iteration 13Q (47490.620000 sec): 3 clusters
  Score: Raw -500707.258570 + Penalty 2830.039404 = -497877.219166
  nChanged 152
		SP:Iteration 14Q (47490.770000 sec): 3 clusters
  Score: Raw -500776.131503 + Penalty 2830.039404 = -497946.092099
  nChanged 165
		SP:Iteration 15Q (47490.920000 sec): 3 clusters
  Score: Raw -500856.804411 + Penalty 2830.039404 = -498026.765007
  nChanged 160
		SP:Iteration 16Q (47491.080000 sec): 3 clusters
  Score: Raw -500940.112871 + Penalty 2830.039404 = -498110.073467
  nChanged 154
		SP:Iteration 17Q (47491.230000 sec): 3 clusters
  Score: Raw -501023.932401 + Penalty 2830.039404 = -498193.892997
  nChanged 129
		SP:Iteration 18Q (47491.380000 sec): 3 clusters
  Score: Raw -501095.581947 + Penalty 2830.039404 = -498265.542543
  nChanged 119
		SP:Iteration 19Q (47491.540000 sec): 3 clusters
  Score: Raw -501170.475344 + Penalty 2830.039404 = -498340.435940
  nChanged 114
		SP:Iteration 20F (47491.690000 sec): 3 clusters
  Score: Raw -501247.163806 + Penalty 2830.039404 = -498417.124401
  nChanged 99
		SP:Iteration 21Q (47491.840000 sec): 3 clusters
  Score: Raw -501306.707346 + Penalty 2830.039404 = -498476.667942
  nChanged 88
		SP:Iteration 22Q (47492.000000 sec): 3 clusters
  Score: Raw -501369.320714 + Penalty 2830.039404 = -498539.281310
  nChanged 84
		SP:Iteration 23Q (47492.140000 sec): 3 clusters
  Score: Raw -501422.934688 + Penalty 2830.039404 = -498592.895284
  nChanged 70
		SP:Iteration 24Q (47492.300000 sec): 3 clusters
  Score: Raw -501472.769832 + Penalty 2830.039404 = -498642.730428
  nChanged 75
		SP:Iteration 25Q (47492.450000 sec): 3 clusters
  Score: Raw -501525.235066 + Penalty 2830.039404 = -498695.195662
  nChanged 58
		SP:Iteration 26Q (47492.600000 sec): 3 clusters
  Score: Raw -501560.763732 + Penalty 2830.039404 = -498730.724328
  nChanged 43
		SP:Iteration 27Q (47492.780000 sec): 3 clusters
  Score: Raw -501593.307329 + Penalty 2830.039404 = -498763.267925
  nChanged 45
		SP:Iteration 28Q (47492.920000 sec): 3 clusters
  Score: Raw -501628.475656 + Penalty 2830.039404 = -498798.436252
  nChanged 40
		SP:Iteration 29Q (47493.050000 sec): 3 clusters
  Score: Raw -501657.243850 + Penalty 2830.039404 = -498827.204446
  nChanged 32
		SP:Iteration 30Q (47493.190000 sec): 3 clusters
  Score: Raw -501679.430613 + Penalty 2830.039404 = -498849.391209
  nChanged 33
		SP:Iteration 31Q (47493.330000 sec): 3 clusters
  Score: Raw -501707.079155 + Penalty 2830.039404 = -498877.039751
  nChanged 22
		SP:Iteration 32Q (47493.470000 sec): 3 clusters
  Score: Raw -501725.801571 + Penalty 2830.039404 = -498895.762167
  nChanged 23
		SP:Iteration 33Q (47493.610000 sec): 3 clusters
  Score: Raw -501741.147971 + Penalty 2830.039404 = -498911.108567
  nChanged 17
		SP:Iteration 34Q (47493.750000 sec): 3 clusters
  Score: Raw -501751.517671 + Penalty 2830.039404 = -498921.478267
  nChanged 11
		SP:Iteration 35Q (47493.960000 sec): 3 clusters
  Score: Raw -501760.192180 + Penalty 2830.039404 = -498930.152776
  nChanged 13
		SP:Iteration 36Q (47494.080000 sec): 3 clusters
  Score: Raw -501768.135712 + Penalty 2830.039404 = -498938.096308
  nChanged 10
		SP:Iteration 37Q (47494.230000 sec): 3 clusters
  Score: Raw -501774.071091 + Penalty 2830.039404 = -498944.031687
  nChanged 6
		SP:Iteration 38Q (47494.380000 sec): 3 clusters
  Score: Raw -501777.421242 + Penalty 2830.039404 = -498947.381837
  nChanged 2
		SP:Iteration 39Q (47494.530000 sec): 3 clusters
  Score: Raw -501779.496240 + Penalty 2830.039404 = -498949.456836
  nChanged 3
		SP:Iteration 40F (47494.690000 sec): 3 clusters
  Score: Raw -501781.870051 + Penalty 2830.039404 = -498951.830646
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 24 (77570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47495.240000 sec): 2 clusters
  Score: Raw -6775112.318131 + Penalty 1829.577105 = -6773282.741025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47495.910000 sec): 3 clusters
  Score: Raw -6725247.806568 + Penalty 3659.154211 = -6721588.652357
  nChanged 36782
		SP:Iteration 1F (47496.540000 sec): 3 clusters
  Score: Raw -6747070.537128 + Penalty 3659.154211 = -6743411.382918
  nChanged 3153
		SP:Iteration 2Q (47497.190000 sec): 3 clusters
  Score: Raw -6748117.134096 + Penalty 3659.154211 = -6744457.979885
  nChanged 3606
		SP:Iteration 3Q (47497.810000 sec): 3 clusters
  Score: Raw -6749548.246313 + Penalty 3659.154211 = -6745889.092102
  nChanged 4202
		SP:Iteration 4F (47498.430000 sec): 3 clusters
  Score: Raw -6751591.399466 + Penalty 3659.154211 = -6747932.245255
  nChanged 4915
		SP:Iteration 5F (47499.150000 sec): 3 clusters
  Score: Raw -6754465.248459 + Penalty 3659.154211 = -6750806.094248
  nChanged 5482
		SP:Iteration 6F (47499.760000 sec): 3 clusters
  Score: Raw -6758042.529466 + Penalty 3659.154211 = -6754383.375255
  nChanged 5259
		SP:Iteration 7F (47500.390000 sec): 3 clusters
  Score: Raw -6761619.401656 + Penalty 3659.154211 = -6757960.247445
  nChanged 4642
		SP:Iteration 8F (47501.070000 sec): 3 clusters
  Score: Raw -6764838.706149 + Penalty 3659.154211 = -6761179.551938
  nChanged 3959
		SP:Iteration 9F (47501.650000 sec): 3 clusters
  Score: Raw -6767609.197627 + Penalty 3659.154211 = -6763950.043416
  nChanged 3223
		SP:Iteration 10Q (47502.310000 sec): 3 clusters
  Score: Raw -6769921.008727 + Penalty 3659.154211 = -6766261.854516
  nChanged 2608
		SP:Iteration 11Q (47502.910000 sec): 3 clusters
  Score: Raw -6771872.533351 + Penalty 3659.154211 = -6768213.379140
  nChanged 1857
		SP:Iteration 12Q (47503.530000 sec): 3 clusters
  Score: Raw -6773289.521450 + Penalty 3659.154211 = -6769630.367239
  nChanged 1234
		SP:Iteration 13Q (47504.110000 sec): 3 clusters
  Score: Raw -6774229.307725 + Penalty 3659.154211 = -6770570.153514
  nChanged 720
		SP:Iteration 14Q (47504.680000 sec): 3 clusters
  Score: Raw -6774795.708410 + Penalty 3659.154211 = -6771136.554199
  nChanged 432
		SP:Iteration 15Q (47505.300000 sec): 3 clusters
  Score: Raw -6775146.766872 + Penalty 3659.154211 = -6771487.612661
  nChanged 262
		SP:Iteration 16Q (47505.940000 sec): 3 clusters
  Score: Raw -6775349.136244 + Penalty 3659.154211 = -6771689.982033
  nChanged 195
		SP:Iteration 17Q (47506.530000 sec): 3 clusters
  Score: Raw -6775474.513573 + Penalty 3659.154211 = -6771815.359363
  nChanged 133
		SP:Iteration 18Q (47507.180000 sec): 3 clusters
  Score: Raw -6775565.797337 + Penalty 3659.154211 = -6771906.643126
  nChanged 99
		SP:Iteration 19Q (47507.770000 sec): 3 clusters
  Score: Raw -6775626.932564 + Penalty 3659.154211 = -6771967.778353
  nChanged 65
		SP:Iteration 20F (47508.400000 sec): 3 clusters
  Score: Raw -6775650.464680 + Penalty 3659.154211 = -6771991.310469
  nChanged 44
		SP:Iteration 21Q (47508.950000 sec): 3 clusters
  Score: Raw -6775670.254631 + Penalty 3659.154211 = -6772011.100420
  nChanged 42
		SP:Iteration 22Q (47509.520000 sec): 3 clusters
  Score: Raw -6775687.595689 + Penalty 3659.154211 = -6772028.441478
  nChanged 45
		SP:Iteration 23Q (47510.090000 sec): 3 clusters
  Score: Raw -6775709.997409 + Penalty 3659.154211 = -6772050.843199
  nChanged 34
		SP:Iteration 24Q (47510.670000 sec): 3 clusters
  Score: Raw -6775725.513456 + Penalty 3659.154211 = -6772066.359245
  nChanged 30
		SP:Iteration 25Q (47511.230000 sec): 3 clusters
  Score: Raw -6775739.052524 + Penalty 3659.154211 = -6772079.898313
  nChanged 34
		SP:Iteration 26Q (47511.770000 sec): 3 clusters
  Score: Raw -6775751.389591 + Penalty 3659.154211 = -6772092.235380
  nChanged 26
		SP:Iteration 27Q (47512.360000 sec): 3 clusters
  Score: Raw -6775761.967111 + Penalty 3659.154211 = -6772102.812900
  nChanged 24
		SP:Iteration 28Q (47512.900000 sec): 3 clusters
  Score: Raw -6775770.675350 + Penalty 3659.154211 = -6772111.521139
  nChanged 18
		SP:Iteration 29Q (47513.450000 sec): 3 clusters
  Score: Raw -6775777.422651 + Penalty 3659.154211 = -6772118.268440
  nChanged 15
		SP:Iteration 30Q (47514.020000 sec): 3 clusters
  Score: Raw -6775782.122865 + Penalty 3659.154211 = -6772122.968654
  nChanged 15
		SP:Iteration 31Q (47514.580000 sec): 3 clusters
  Score: Raw -6775785.951308 + Penalty 3659.154211 = -6772126.797098
  nChanged 7
		SP:Iteration 32Q (47515.120000 sec): 3 clusters
  Score: Raw -6775787.883202 + Penalty 3659.154211 = -6772128.728991
  nChanged 4
		SP:Iteration 33Q (47515.660000 sec): 3 clusters
  Score: Raw -6775789.116602 + Penalty 3659.154211 = -6772129.962392
  nChanged 3
		SP:Iteration 34Q (47516.200000 sec): 3 clusters
  Score: Raw -6775790.047020 + Penalty 3659.154211 = -6772130.892809
  nChanged 1
		SP:Iteration 35Q (47516.820000 sec): 3 clusters
  Score: Raw -6775790.109135 + Penalty 3659.154211 = -6772130.954924
  nChanged 1
		SP:Iteration 36Q (47517.430000 sec): 3 clusters
  Score: Raw -6775790.271489 + Penalty 3659.154211 = -6772131.117278
  nChanged 1
		SP:Iteration 37Q (47517.970000 sec): 3 clusters
  Score: Raw -6775790.523800 + Penalty 3659.154211 = -6772131.369589
  nChanged 1
		SP:Iteration 38Q (47518.530000 sec): 3 clusters
  Score: Raw -6775791.126790 + Penalty 3659.154211 = -6772131.972579
  nChanged 3
		SP:Iteration 39Q (47519.130000 sec): 3 clusters
  Score: Raw -6775791.741731 + Penalty 3659.154211 = -6772132.587520
  nChanged 2
		SP:Iteration 40F (47519.780000 sec): 3 clusters
  Score: Raw -6775792.251035 + Penalty 3659.154211 = -6772133.096824
  nChanged 1
		SP:Iteration 41Q (47520.370000 sec): 3 clusters
  Score: Raw -6775792.443420 + Penalty 3659.154211 = -6772133.289209
  nChanged 2
		SP:Iteration 42Q (47520.970000 sec): 3 clusters
  Score: Raw -6775792.777812 + Penalty 3659.154211 = -6772133.623601
  nChanged 2
		SP:Iteration 43Q (47521.500000 sec): 3 clusters
  Score: Raw -6775792.937303 + Penalty 3659.154211 = -6772133.783092
  nChanged 2
		SP:Iteration 44Q (47522.160000 sec): 3 clusters
  Score: Raw -6775793.300524 + Penalty 3659.154211 = -6772134.146313
  nChanged 1
		SP:Iteration 45Q (47522.690000 sec): 3 clusters
  Score: Raw -6775793.625319 + Penalty 3659.154211 = -6772134.471108
  nChanged 0
		SP:Iteration 46F (47523.230000 sec): 3 clusters
  Score: Raw -6775793.625319 + Penalty 3659.154211 = -6772134.471108
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 25 (13360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47523.390000 sec): 2 clusters
  Score: Raw -1189438.086446 + Penalty 1543.753323 = -1187894.333124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47523.630000 sec): 3 clusters
  Score: Raw -1181704.491735 + Penalty 3087.506645 = -1178616.985090
  nChanged 5794
		SP:Iteration 1F (47523.870000 sec): 3 clusters
  Score: Raw -1184768.299953 + Penalty 3087.506645 = -1181680.793308
  nChanged 716
		SP:Iteration 2F (47524.150000 sec): 3 clusters
  Score: Raw -1185021.097130 + Penalty 3087.506645 = -1181933.590484
  nChanged 615
		SP:Iteration 3Q (47524.380000 sec): 3 clusters
  Score: Raw -1185262.466289 + Penalty 3087.506645 = -1182174.959644
  nChanged 576
		SP:Iteration 4Q (47524.610000 sec): 3 clusters
  Score: Raw -1185490.963906 + Penalty 3087.506645 = -1182403.457261
  nChanged 538
		SP:Iteration 5Q (47524.880000 sec): 3 clusters
  Score: Raw -1185716.059765 + Penalty 3087.506645 = -1182628.553119
  nChanged 542
		SP:Iteration 6Q (47525.210000 sec): 3 clusters
  Score: Raw -1185971.317033 + Penalty 3087.506645 = -1182883.810388
  nChanged 574
		SP:Iteration 7Q (47525.450000 sec): 3 clusters
  Score: Raw -1186256.302935 + Penalty 3087.506645 = -1183168.796290
  nChanged 608
		SP:Iteration 8Q (47525.770000 sec): 3 clusters
  Score: Raw -1186559.878034 + Penalty 3087.506645 = -1183472.371389
  nChanged 611
		SP:Iteration 9Q (47526.070000 sec): 3 clusters
  Score: Raw -1186906.136229 + Penalty 3087.506645 = -1183818.629584
  nChanged 631
		SP:Iteration 10Q (47526.310000 sec): 3 clusters
  Score: Raw -1187287.201465 + Penalty 3087.506645 = -1184199.694820
  nChanged 613
		SP:Iteration 11Q (47526.580000 sec): 3 clusters
  Score: Raw -1187744.409153 + Penalty 3087.506645 = -1184656.902508
  nChanged 557
		SP:Iteration 12Q (47526.800000 sec): 3 clusters
  Score: Raw -1188224.500873 + Penalty 3087.506645 = -1185136.994227
  nChanged 511
		SP:Iteration 13Q (47527.100000 sec): 3 clusters
  Score: Raw -1188684.375251 + Penalty 3087.506645 = -1185596.868606
  nChanged 397
		SP:Iteration 14Q (47527.440000 sec): 3 clusters
  Score: Raw -1189050.590976 + Penalty 3087.506645 = -1185963.084331
  nChanged 354
		SP:Iteration 15Q (47527.700000 sec): 3 clusters
  Score: Raw -1189346.261165 + Penalty 3087.506645 = -1186258.754520
  nChanged 256
		SP:Iteration 16Q (47527.920000 sec): 3 clusters
  Score: Raw -1189525.064653 + Penalty 3087.506645 = -1186437.558008
  nChanged 170
		SP:Iteration 17Q (47528.190000 sec): 3 clusters
  Score: Raw -1189640.946025 + Penalty 3087.506645 = -1186553.439380
  nChanged 123
		SP:Iteration 18Q (47528.410000 sec): 3 clusters
  Score: Raw -1189708.073368 + Penalty 3087.506645 = -1186620.566723
  nChanged 107
		SP:Iteration 19Q (47528.680000 sec): 3 clusters
  Score: Raw -1189760.578395 + Penalty 3087.506645 = -1186673.071750
  nChanged 92
		SP:Iteration 20F (47528.910000 sec): 3 clusters
  Score: Raw -1189807.705241 + Penalty 3087.506645 = -1186720.198595
  nChanged 79
		SP:Iteration 21Q (47529.170000 sec): 3 clusters
  Score: Raw -1189844.195117 + Penalty 3087.506645 = -1186756.688471
  nChanged 52
		SP:Iteration 22Q (47529.380000 sec): 3 clusters
  Score: Raw -1189867.338173 + Penalty 3087.506645 = -1186779.831528
  nChanged 50
		SP:Iteration 23Q (47529.600000 sec): 3 clusters
  Score: Raw -1189885.349340 + Penalty 3087.506645 = -1186797.842695
  nChanged 36
		SP:Iteration 24Q (47529.880000 sec): 3 clusters
  Score: Raw -1189897.991393 + Penalty 3087.506645 = -1186810.484747
  nChanged 29
		SP:Iteration 25Q (47530.130000 sec): 3 clusters
  Score: Raw -1189906.613010 + Penalty 3087.506645 = -1186819.106365
  nChanged 23
		SP:Iteration 26Q (47530.350000 sec): 3 clusters
  Score: Raw -1189912.642218 + Penalty 3087.506645 = -1186825.135573
  nChanged 13
		SP:Iteration 27Q (47530.610000 sec): 3 clusters
  Score: Raw -1189915.955720 + Penalty 3087.506645 = -1186828.449074
  nChanged 13
		SP:Iteration 28Q (47530.900000 sec): 3 clusters
  Score: Raw -1189921.816563 + Penalty 3087.506645 = -1186834.309918
  nChanged 16
		SP:Iteration 29Q (47531.190000 sec): 3 clusters
  Score: Raw -1189927.416034 + Penalty 3087.506645 = -1186839.909388
  nChanged 17
		SP:Iteration 30Q (47531.450000 sec): 3 clusters
  Score: Raw -1189932.557442 + Penalty 3087.506645 = -1186845.050796
  nChanged 15
		SP:Iteration 31Q (47531.710000 sec): 3 clusters
  Score: Raw -1189937.382553 + Penalty 3087.506645 = -1186849.875908
  nChanged 15
		SP:Iteration 32Q (47531.990000 sec): 3 clusters
  Score: Raw -1189942.352608 + Penalty 3087.506645 = -1186854.845963
  nChanged 10
		SP:Iteration 33Q (47532.250000 sec): 3 clusters
  Score: Raw -1189945.673876 + Penalty 3087.506645 = -1186858.167231
  nChanged 17
		SP:Iteration 34Q (47532.550000 sec): 3 clusters
  Score: Raw -1189950.315226 + Penalty 3087.506645 = -1186862.808581
  nChanged 17
		SP:Iteration 35Q (47532.820000 sec): 3 clusters
  Score: Raw -1189954.699393 + Penalty 3087.506645 = -1186867.192747
  nChanged 16
		SP:Iteration 36Q (47533.110000 sec): 3 clusters
  Score: Raw -1189959.148154 + Penalty 3087.506645 = -1186871.641509
  nChanged 17
		SP:Iteration 37Q (47533.460000 sec): 3 clusters
  Score: Raw -1189964.658306 + Penalty 3087.506645 = -1186877.151661
  nChanged 17
		SP:Iteration 38Q (47533.720000 sec): 3 clusters
  Score: Raw -1189969.515141 + Penalty 3087.506645 = -1186882.008496
  nChanged 10
		SP:Iteration 39Q (47533.980000 sec): 3 clusters
  Score: Raw -1189971.916640 + Penalty 3087.506645 = -1186884.409994
  nChanged 7
		SP:Iteration 40F (47534.240000 sec): 3 clusters
  Score: Raw -1189973.712142 + Penalty 3087.506645 = -1186886.205497
  nChanged 4
		SP:Iteration 41Q (47534.540000 sec): 3 clusters
  Score: Raw -1189974.691559 + Penalty 3087.506645 = -1186887.184914
  nChanged 3
		SP:Iteration 42Q (47534.720000 sec): 3 clusters
  Score: Raw -1189975.302357 + Penalty 3087.506645 = -1186887.795712
  nChanged 3
		SP:Iteration 43Q (47534.980000 sec): 3 clusters
  Score: Raw -1189976.206570 + Penalty 3087.506645 = -1186888.699925
  nChanged 6
		SP:Iteration 44Q (47535.220000 sec): 3 clusters
  Score: Raw -1189977.641475 + Penalty 3087.506645 = -1186890.134830
  nChanged 2
		SP:Iteration 45Q (47535.450000 sec): 3 clusters
  Score: Raw -1189978.086447 + Penalty 3087.506645 = -1186890.579802
  nChanged 1
		SP:Iteration 46Q (47535.680000 sec): 3 clusters
  Score: Raw -1189978.274070 + Penalty 3087.506645 = -1186890.767424
  nChanged 1
		SP:Iteration 47Q (47535.850000 sec): 3 clusters
  Score: Raw -1189978.495385 + Penalty 3087.506645 = -1186890.988740
  nChanged 0
		SP:Iteration 48F (47536.030000 sec): 3 clusters
  Score: Raw -1189978.495385 + Penalty 3087.506645 = -1186890.988740
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 26 (53378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47536.440000 sec): 2 clusters
  Score: Raw -4630454.882047 + Penalty 1768.837518 = -4628686.044529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47536.950000 sec): 3 clusters
  Score: Raw -4596473.830082 + Penalty 3537.675035 = -4592936.155047
  nChanged 25009
		SP:Iteration 1F (47537.460000 sec): 3 clusters
  Score: Raw -4610739.180554 + Penalty 3537.675035 = -4607201.505519
  nChanged 1990
		SP:Iteration 2Q (47537.980000 sec): 3 clusters
  Score: Raw -4611272.907564 + Penalty 3537.675035 = -4607735.232529
  nChanged 1997
		SP:Iteration 3Q (47538.480000 sec): 3 clusters
  Score: Raw -4611906.947614 + Penalty 3537.675035 = -4608369.272578
  nChanged 2254
		SP:Iteration 4Q (47539.000000 sec): 3 clusters
  Score: Raw -4612809.514670 + Penalty 3537.675035 = -4609271.839635
  nChanged 2789
		SP:Iteration 5F (47539.550000 sec): 3 clusters
  Score: Raw -4614227.038419 + Penalty 3537.675035 = -4610689.363384
  nChanged 3545
		SP:Iteration 6F (47539.940000 sec): 3 clusters
  Score: Raw -4616495.238778 + Penalty 3537.675035 = -4612957.563743
  nChanged 4185
		SP:Iteration 7F (47540.400000 sec): 3 clusters
  Score: Raw -4619855.408081 + Penalty 3537.675035 = -4616317.733045
  nChanged 4321
		SP:Iteration 8F (47540.860000 sec): 3 clusters
  Score: Raw -4623819.505862 + Penalty 3537.675035 = -4620281.830827
  nChanged 3496
		SP:Iteration 9F (47541.340000 sec): 3 clusters
  Score: Raw -4627173.206428 + Penalty 3537.675035 = -4623635.531393
  nChanged 2105
		SP:Iteration 10Q (47541.800000 sec): 3 clusters
  Score: Raw -4629135.601431 + Penalty 3537.675035 = -4625597.926396
  nChanged 985
		SP:Iteration 11Q (47542.240000 sec): 3 clusters
  Score: Raw -4630020.004176 + Penalty 3537.675035 = -4626482.329141
  nChanged 390
		SP:Iteration 12Q (47542.730000 sec): 3 clusters
  Score: Raw -4630351.309670 + Penalty 3537.675035 = -4626813.634635
  nChanged 167
		SP:Iteration 13Q (47543.260000 sec): 3 clusters
  Score: Raw -4630515.183125 + Penalty 3537.675035 = -4626977.508090
  nChanged 65
		SP:Iteration 14Q (47543.710000 sec): 3 clusters
  Score: Raw -4630590.433892 + Penalty 3537.675035 = -4627052.758857
  nChanged 48
		SP:Iteration 15Q (47544.170000 sec): 3 clusters
  Score: Raw -4630635.475156 + Penalty 3537.675035 = -4627097.800121
  nChanged 17
		SP:Iteration 16Q (47544.670000 sec): 3 clusters
  Score: Raw -4630653.699049 + Penalty 3537.675035 = -4627116.024014
  nChanged 13
		SP:Iteration 17Q (47545.140000 sec): 3 clusters
  Score: Raw -4630670.117488 + Penalty 3537.675035 = -4627132.442452
  nChanged 10
		SP:Iteration 18Q (47545.560000 sec): 3 clusters
  Score: Raw -4630680.109757 + Penalty 3537.675035 = -4627142.434722
  nChanged 8
		SP:Iteration 19Q (47546.060000 sec): 3 clusters
  Score: Raw -4630687.427131 + Penalty 3537.675035 = -4627149.752096
  nChanged 4
		SP:Iteration 20F (47546.590000 sec): 3 clusters
  Score: Raw -4630691.468761 + Penalty 3537.675035 = -4627153.793726
  nChanged 1
		SP:Iteration 21Q (47547.070000 sec): 3 clusters
  Score: Raw -4630692.351536 + Penalty 3537.675035 = -4627154.676500
  nChanged 2
		SP:Iteration 22Q (47547.580000 sec): 3 clusters
  Score: Raw -4630694.344835 + Penalty 3537.675035 = -4627156.669799
  nChanged 2
		SP:Iteration 23Q (47548.030000 sec): 3 clusters
  Score: Raw -4630696.871844 + Penalty 3537.675035 = -4627159.196809
  nChanged 3
		SP:Iteration 24Q (47548.510000 sec): 3 clusters
  Score: Raw -4630699.505173 + Penalty 3537.675035 = -4627161.830138
  nChanged 3
		SP:Iteration 25Q (47549.040000 sec): 3 clusters
  Score: Raw -4630701.848476 + Penalty 3537.675035 = -4627164.173440
  nChanged 3
		SP:Iteration 26Q (47549.580000 sec): 3 clusters
  Score: Raw -4630705.098115 + Penalty 3537.675035 = -4627167.423080
  nChanged 5
		SP:Iteration 27Q (47550.110000 sec): 3 clusters
  Score: Raw -4630708.368118 + Penalty 3537.675035 = -4627170.693082
  nChanged 3
		SP:Iteration 28Q (47550.620000 sec): 3 clusters
  Score: Raw -4630710.326209 + Penalty 3537.675035 = -4627172.651173
  nChanged 2
		SP:Iteration 29Q (47551.090000 sec): 3 clusters
  Score: Raw -4630712.589519 + Penalty 3537.675035 = -4627174.914483
  nChanged 3
		SP:Iteration 30Q (47551.530000 sec): 3 clusters
  Score: Raw -4630716.162153 + Penalty 3537.675035 = -4627178.487118
  nChanged 2
		SP:Iteration 31Q (47551.980000 sec): 3 clusters
  Score: Raw -4630719.171786 + Penalty 3537.675035 = -4627181.496750
  nChanged 4
		SP:Iteration 32Q (47552.470000 sec): 3 clusters
  Score: Raw -4630723.978169 + Penalty 3537.675035 = -4627186.303134
  nChanged 1
		SP:Iteration 33Q (47552.980000 sec): 3 clusters
  Score: Raw -4630725.250251 + Penalty 3537.675035 = -4627187.575215
  nChanged 0
		SP:Iteration 34F (47553.480000 sec): 3 clusters
  Score: Raw -4630725.250251 + Penalty 3537.675035 = -4627187.575215
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 27 (147880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47554.230000 sec): 2 clusters
  Score: Raw -12673160.219584 + Penalty 1934.425417 = -12671225.794167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47555.300000 sec): 3 clusters
  Score: Raw -12575954.001105 + Penalty 3868.850834 = -12572085.150271
  nChanged 71443
		SP:Iteration 1F (47556.340000 sec): 3 clusters
  Score: Raw -12617421.175101 + Penalty 3868.850834 = -12613552.324267
  nChanged 4557
		SP:Iteration 2Q (47557.570000 sec): 3 clusters
  Score: Raw -12618421.631756 + Penalty 3868.850834 = -12614552.780921
  nChanged 4682
		SP:Iteration 3Q (47558.580000 sec): 3 clusters
  Score: Raw -12619530.991134 + Penalty 3868.850834 = -12615662.140300
  nChanged 4968
		SP:Iteration 4Q (47559.660000 sec): 3 clusters
  Score: Raw -12620854.831944 + Penalty 3868.850834 = -12616985.981110
  nChanged 5383
		SP:Iteration 5Q (47560.780000 sec): 3 clusters
  Score: Raw -12622448.288019 + Penalty 3868.850834 = -12618579.437185
  nChanged 5862
		SP:Iteration 6Q (47561.880000 sec): 3 clusters
  Score: Raw -12624423.144826 + Penalty 3868.850834 = -12620554.293992
  nChanged 6388
		SP:Iteration 7Q (47562.920000 sec): 3 clusters
  Score: Raw -12626867.200520 + Penalty 3868.850834 = -12622998.349686
  nChanged 6829
		SP:Iteration 8Q (47564.050000 sec): 3 clusters
  Score: Raw -12629772.209327 + Penalty 3868.850834 = -12625903.358493
  nChanged 7258
		SP:Iteration 9Q (47565.120000 sec): 3 clusters
  Score: Raw -12633436.873938 + Penalty 3868.850834 = -12629568.023104
  nChanged 7745
		SP:Iteration 10F (47566.180000 sec): 3 clusters
  Score: Raw -12638119.668869 + Penalty 3868.850834 = -12634250.818035
  nChanged 7908
		SP:Iteration 11F (47567.160000 sec): 3 clusters
  Score: Raw -12643707.013288 + Penalty 3868.850834 = -12639838.162454
  nChanged 7488
		SP:Iteration 12F (47568.240000 sec): 3 clusters
  Score: Raw -12649460.327852 + Penalty 3868.850834 = -12645591.477017
  nChanged 6370
		SP:Iteration 13Q (47569.270000 sec): 3 clusters
  Score: Raw -12654326.827971 + Penalty 3868.850834 = -12650457.977137
  nChanged 5012
		SP:Iteration 14Q (47570.280000 sec): 3 clusters
  Score: Raw -12657595.195286 + Penalty 3868.850834 = -12653726.344452
  nChanged 3980
		SP:Iteration 15Q (47571.230000 sec): 3 clusters
  Score: Raw -12659910.216912 + Penalty 3868.850834 = -12656041.366078
  nChanged 3590
		SP:Iteration 16Q (47572.130000 sec): 3 clusters
  Score: Raw -12661983.234392 + Penalty 3868.850834 = -12658114.383558
  nChanged 3365
		SP:Iteration 17Q (47573.130000 sec): 3 clusters
  Score: Raw -12663969.219794 + Penalty 3868.850834 = -12660100.368959
  nChanged 3093
		SP:Iteration 18Q (47574.150000 sec): 3 clusters
  Score: Raw -12665876.061110 + Penalty 3868.850834 = -12662007.210276
  nChanged 2794
		SP:Iteration 19Q (47575.100000 sec): 3 clusters
  Score: Raw -12667716.108275 + Penalty 3868.850834 = -12663847.257440
  nChanged 2485
		SP:Iteration 20F (47576.090000 sec): 3 clusters
  Score: Raw -12669428.361801 + Penalty 3868.850834 = -12665559.510966
  nChanged 2005
		SP:Iteration 21Q (47577.090000 sec): 3 clusters
  Score: Raw -12670865.755374 + Penalty 3868.850834 = -12666996.904540
  nChanged 1475
		SP:Iteration 22Q (47578.130000 sec): 3 clusters
  Score: Raw -12671902.199289 + Penalty 3868.850834 = -12668033.348455
  nChanged 966
		SP:Iteration 23Q (47579.130000 sec): 3 clusters
  Score: Raw -12672567.823331 + Penalty 3868.850834 = -12668698.972497
  nChanged 581
		SP:Iteration 24Q (47580.100000 sec): 3 clusters
  Score: Raw -12672939.332615 + Penalty 3868.850834 = -12669070.481781
  nChanged 358
		SP:Iteration 25Q (47581.050000 sec): 3 clusters
  Score: Raw -12673161.325625 + Penalty 3868.850834 = -12669292.474791
  nChanged 225
		SP:Iteration 26Q (47581.920000 sec): 3 clusters
  Score: Raw -12673306.248969 + Penalty 3868.850834 = -12669437.398134
  nChanged 131
		SP:Iteration 27Q (47582.970000 sec): 3 clusters
  Score: Raw -12673388.731195 + Penalty 3868.850834 = -12669519.880360
  nChanged 89
		SP:Iteration 28Q (47583.940000 sec): 3 clusters
  Score: Raw -12673438.880353 + Penalty 3868.850834 = -12669570.029519
  nChanged 55
		SP:Iteration 29Q (47584.920000 sec): 3 clusters
  Score: Raw -12673471.107364 + Penalty 3868.850834 = -12669602.256530
  nChanged 49
		SP:Iteration 30Q (47585.890000 sec): 3 clusters
  Score: Raw -12673500.530190 + Penalty 3868.850834 = -12669631.679355
  nChanged 42
		SP:Iteration 31Q (47586.880000 sec): 3 clusters
  Score: Raw -12673530.244437 + Penalty 3868.850834 = -12669661.393603
  nChanged 34
		SP:Iteration 32Q (47587.740000 sec): 3 clusters
  Score: Raw -12673546.574733 + Penalty 3868.850834 = -12669677.723899
  nChanged 18
		SP:Iteration 33Q (47588.730000 sec): 3 clusters
  Score: Raw -12673558.243413 + Penalty 3868.850834 = -12669689.392579
  nChanged 18
		SP:Iteration 34Q (47589.790000 sec): 3 clusters
  Score: Raw -12673568.063751 + Penalty 3868.850834 = -12669699.212917
  nChanged 16
		SP:Iteration 35Q (47590.840000 sec): 3 clusters
  Score: Raw -12673576.758663 + Penalty 3868.850834 = -12669707.907828
  nChanged 18
		SP:Iteration 36Q (47591.830000 sec): 3 clusters
  Score: Raw -12673585.106725 + Penalty 3868.850834 = -12669716.255891
  nChanged 11
		SP:Iteration 37Q (47592.810000 sec): 3 clusters
  Score: Raw -12673591.454163 + Penalty 3868.850834 = -12669722.603329
  nChanged 14
		SP:Iteration 38Q (47593.760000 sec): 3 clusters
  Score: Raw -12673600.602667 + Penalty 3868.850834 = -12669731.751833
  nChanged 12
		SP:Iteration 39Q (47594.810000 sec): 3 clusters
  Score: Raw -12673609.500809 + Penalty 3868.850834 = -12669740.649975
  nChanged 16
		SP:Iteration 40F (47595.870000 sec): 3 clusters
  Score: Raw -12673621.461094 + Penalty 3868.850834 = -12669752.610260
  nChanged 18
		SP:Iteration 41Q (47596.930000 sec): 3 clusters
  Score: Raw -12673637.517494 + Penalty 3868.850834 = -12669768.666659
  nChanged 26
		SP:Iteration 42Q (47597.930000 sec): 3 clusters
  Score: Raw -12673662.953404 + Penalty 3868.850834 = -12669794.102569
  nChanged 23
		SP:Iteration 43Q (47598.900000 sec): 3 clusters
  Score: Raw -12673681.919228 + Penalty 3868.850834 = -12669813.068394
  nChanged 20
		SP:Iteration 44Q (47599.910000 sec): 3 clusters
  Score: Raw -12673700.198157 + Penalty 3868.850834 = -12669831.347323
  nChanged 19
		SP:Iteration 45Q (47600.860000 sec): 3 clusters
  Score: Raw -12673713.207569 + Penalty 3868.850834 = -12669844.356734
  nChanged 14
		SP:Iteration 46Q (47601.870000 sec): 3 clusters
  Score: Raw -12673722.579384 + Penalty 3868.850834 = -12669853.728550
  nChanged 6
		SP:Iteration 47Q (47602.800000 sec): 3 clusters
  Score: Raw -12673726.129488 + Penalty 3868.850834 = -12669857.278653
  nChanged 4
		SP:Iteration 48Q (47603.920000 sec): 3 clusters
  Score: Raw -12673729.787818 + Penalty 3868.850834 = -12669860.936984
  nChanged 2
		SP:Iteration 49Q (47605.050000 sec): 3 clusters
  Score: Raw -12673730.873905 + Penalty 3868.850834 = -12669862.023071
  nChanged 7
		SP:Iteration 50Q (47606.200000 sec): 3 clusters
  Score: Raw -12673735.161453 + Penalty 3868.850834 = -12669866.310619
  nChanged 6
		SP:Iteration 51Q (47607.350000 sec): 3 clusters
  Score: Raw -12673740.497790 + Penalty 3868.850834 = -12669871.646955
  nChanged 10
		SP:Iteration 52Q (47608.460000 sec): 3 clusters
  Score: Raw -12673744.899052 + Penalty 3868.850834 = -12669876.048217
  nChanged 7
		SP:Iteration 53Q (47609.530000 sec): 3 clusters
  Score: Raw -12673749.146542 + Penalty 3868.850834 = -12669880.295707
  nChanged 9
		SP:Iteration 54Q (47610.680000 sec): 3 clusters
  Score: Raw -12673754.155669 + Penalty 3868.850834 = -12669885.304834
  nChanged 9
		SP:Iteration 55Q (47611.740000 sec): 3 clusters
  Score: Raw -12673758.632282 + Penalty 3868.850834 = -12669889.781448
  nChanged 6
		SP:Iteration 56Q (47612.740000 sec): 3 clusters
  Score: Raw -12673761.151405 + Penalty 3868.850834 = -12669892.300571
  nChanged 3
		SP:Iteration 57Q (47613.650000 sec): 3 clusters
  Score: Raw -12673762.660427 + Penalty 3868.850834 = -12669893.809593
  nChanged 6
		SP:Iteration 58Q (47614.520000 sec): 3 clusters
  Score: Raw -12673765.601990 + Penalty 3868.850834 = -12669896.751155
  nChanged 8
		SP:Iteration 59Q (47615.410000 sec): 3 clusters
  Score: Raw -12673770.122597 + Penalty 3868.850834 = -12669901.271763
  nChanged 5
		SP:Iteration 60F (47616.370000 sec): 3 clusters
  Score: Raw -12673772.975938 + Penalty 3868.850834 = -12669904.125104
  nChanged 5
		SP:Iteration 61Q (47617.350000 sec): 3 clusters
  Score: Raw -12673774.184574 + Penalty 3868.850834 = -12669905.333740
  nChanged 2
		SP:Iteration 62Q (47618.280000 sec): 3 clusters
  Score: Raw -12673774.719196 + Penalty 3868.850834 = -12669905.868362
  nChanged 0
		SP:Iteration 63F (47619.290000 sec): 3 clusters
  Score: Raw -12673774.719196 + Penalty 3868.850834 = -12669905.868362
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 28 (6268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47619.480000 sec): 2 clusters
  Score: Raw -523299.772425 + Penalty 1420.772048 = -521879.000377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47619.650000 sec): 3 clusters
  Score: Raw -520052.160655 + Penalty 2841.544096 = -517210.616559
  nChanged 2536
		SP:Iteration 1F (47619.900000 sec): 3 clusters
  Score: Raw -521638.578538 + Penalty 2841.544096 = -518797.034442
  nChanged 580
		SP:Iteration 2F (47620.140000 sec): 3 clusters
  Score: Raw -522118.934862 + Penalty 2841.544096 = -519277.390766
  nChanged 461
		SP:Iteration 3F (47620.320000 sec): 3 clusters
  Score: Raw -522469.723847 + Penalty 2841.544096 = -519628.179751
  nChanged 399
		SP:Iteration 4F (47620.530000 sec): 3 clusters
  Score: Raw -522742.537579 + Penalty 2841.544096 = -519900.993483
  nChanged 326
		SP:Iteration 5F (47620.730000 sec): 3 clusters
  Score: Raw -522948.796088 + Penalty 2841.544096 = -520107.251992
  nChanged 271
		SP:Iteration 6Q (47620.940000 sec): 3 clusters
  Score: Raw -523117.195058 + Penalty 2841.544096 = -520275.650962
  nChanged 206
		SP:Iteration 7Q (47621.140000 sec): 3 clusters
  Score: Raw -523219.302657 + Penalty 2841.544096 = -520377.758561
  nChanged 161
		SP:Iteration 8Q (47621.340000 sec): 3 clusters
  Score: Raw -523293.745626 + Penalty 2841.544096 = -520452.201529
  nChanged 123
		SP:Iteration 9Q (47621.540000 sec): 3 clusters
  Score: Raw -523343.043453 + Penalty 2841.544096 = -520501.499356
  nChanged 100
		SP:Iteration 10Q (47621.740000 sec): 3 clusters
  Score: Raw -523378.818265 + Penalty 2841.544096 = -520537.274169
  nChanged 84
		SP:Iteration 11Q (47621.950000 sec): 3 clusters
  Score: Raw -523408.880038 + Penalty 2841.544096 = -520567.335942
  nChanged 78
		SP:Iteration 12Q (47622.120000 sec): 3 clusters
  Score: Raw -523433.293344 + Penalty 2841.544096 = -520591.749248
  nChanged 70
		SP:Iteration 13Q (47622.320000 sec): 3 clusters
  Score: Raw -523454.840827 + Penalty 2841.544096 = -520613.296731
  nChanged 67
		SP:Iteration 14Q (47622.520000 sec): 3 clusters
  Score: Raw -523472.075454 + Penalty 2841.544096 = -520630.531358
  nChanged 37
		SP:Iteration 15Q (47622.730000 sec): 3 clusters
  Score: Raw -523480.294473 + Penalty 2841.544096 = -520638.750377
  nChanged 36
		SP:Iteration 16Q (47622.900000 sec): 3 clusters
  Score: Raw -523490.216848 + Penalty 2841.544096 = -520648.672752
  nChanged 37
		SP:Iteration 17Q (47623.100000 sec): 3 clusters
  Score: Raw -523501.518986 + Penalty 2841.544096 = -520659.974890
  nChanged 38
		SP:Iteration 18Q (47623.350000 sec): 3 clusters
  Score: Raw -523511.601047 + Penalty 2841.544096 = -520670.056950
  nChanged 24
		SP:Iteration 19Q (47623.520000 sec): 3 clusters
  Score: Raw -523519.635094 + Penalty 2841.544096 = -520678.090998
  nChanged 22
		SP:Iteration 20F (47623.820000 sec): 3 clusters
  Score: Raw -523524.045374 + Penalty 2841.544096 = -520682.501278
  nChanged 19
		SP:Iteration 21Q (47624.080000 sec): 3 clusters
  Score: Raw -523528.625834 + Penalty 2841.544096 = -520687.081738
  nChanged 21
		SP:Iteration 22Q (47624.290000 sec): 3 clusters
  Score: Raw -523533.283582 + Penalty 2841.544096 = -520691.739486
  nChanged 20
		SP:Iteration 23Q (47624.530000 sec): 3 clusters
  Score: Raw -523536.831343 + Penalty 2841.544096 = -520695.287247
  nChanged 12
		SP:Iteration 24Q (47624.680000 sec): 3 clusters
  Score: Raw -523538.721028 + Penalty 2841.544096 = -520697.176931
  nChanged 9
		SP:Iteration 25Q (47624.890000 sec): 3 clusters
  Score: Raw -523540.880119 + Penalty 2841.544096 = -520699.336023
  nChanged 13
		SP:Iteration 26Q (47625.100000 sec): 3 clusters
  Score: Raw -523543.199303 + Penalty 2841.544096 = -520701.655207
  nChanged 11
		SP:Iteration 27Q (47625.240000 sec): 3 clusters
  Score: Raw -523545.386830 + Penalty 2841.544096 = -520703.842734
  nChanged 16
		SP:Iteration 28Q (47625.460000 sec): 3 clusters
  Score: Raw -523548.543124 + Penalty 2841.544096 = -520706.999027
  nChanged 14
		SP:Iteration 29Q (47625.630000 sec): 3 clusters
  Score: Raw -523551.267415 + Penalty 2841.544096 = -520709.723319
  nChanged 15
		SP:Iteration 30Q (47625.800000 sec): 3 clusters
  Score: Raw -523554.538586 + Penalty 2841.544096 = -520712.994490
  nChanged 19
		SP:Iteration 31Q (47626.010000 sec): 3 clusters
  Score: Raw -523559.190169 + Penalty 2841.544096 = -520717.646073
  nChanged 24
		SP:Iteration 32Q (47626.220000 sec): 3 clusters
  Score: Raw -523564.496513 + Penalty 2841.544096 = -520722.952416
  nChanged 19
		SP:Iteration 33Q (47626.450000 sec): 3 clusters
  Score: Raw -523569.141749 + Penalty 2841.544096 = -520727.597653
  nChanged 19
		SP:Iteration 34Q (47626.640000 sec): 3 clusters
  Score: Raw -523573.373726 + Penalty 2841.544096 = -520731.829629
  nChanged 21
		SP:Iteration 35Q (47626.840000 sec): 3 clusters
  Score: Raw -523579.529182 + Penalty 2841.544096 = -520737.985086
  nChanged 23
		SP:Iteration 36Q (47627.050000 sec): 3 clusters
  Score: Raw -523584.387391 + Penalty 2841.544096 = -520742.843295
  nChanged 25
		SP:Iteration 37Q (47627.240000 sec): 3 clusters
  Score: Raw -523589.583314 + Penalty 2841.544096 = -520748.039218
  nChanged 28
		SP:Iteration 38Q (47627.440000 sec): 3 clusters
  Score: Raw -523595.886499 + Penalty 2841.544096 = -520754.342402
  nChanged 25
		SP:Iteration 39Q (47627.650000 sec): 3 clusters
  Score: Raw -523600.918258 + Penalty 2841.544096 = -520759.374162
  nChanged 27
		SP:Iteration 40F (47627.830000 sec): 3 clusters
  Score: Raw -523606.528024 + Penalty 2841.544096 = -520764.983928
  nChanged 23
		SP:Iteration 41Q (47628.070000 sec): 3 clusters
  Score: Raw -523610.994176 + Penalty 2841.544096 = -520769.450080
  nChanged 18
		SP:Iteration 42Q (47628.270000 sec): 3 clusters
  Score: Raw -523614.571901 + Penalty 2841.544096 = -520773.027805
  nChanged 24
		SP:Iteration 43Q (47628.510000 sec): 3 clusters
  Score: Raw -523619.243767 + Penalty 2841.544096 = -520777.699671
  nChanged 19
		SP:Iteration 44Q (47628.710000 sec): 3 clusters
  Score: Raw -523623.680606 + Penalty 2841.544096 = -520782.136510
  nChanged 21
		SP:Iteration 45Q (47628.930000 sec): 3 clusters
  Score: Raw -523627.585206 + Penalty 2841.544096 = -520786.041110
  nChanged 21
		SP:Iteration 46Q (47629.130000 sec): 3 clusters
  Score: Raw -523632.236806 + Penalty 2841.544096 = -520790.692710
  nChanged 23
		SP:Iteration 47Q (47629.330000 sec): 3 clusters
  Score: Raw -523637.293605 + Penalty 2841.544096 = -520795.749509
  nChanged 26
		SP:Iteration 48Q (47629.600000 sec): 3 clusters
  Score: Raw -523643.396846 + Penalty 2841.544096 = -520801.852750
  nChanged 26
		SP:Iteration 49Q (47629.800000 sec): 3 clusters
  Score: Raw -523648.560366 + Penalty 2841.544096 = -520807.016270
  nChanged 26
		SP:Iteration 50Q (47630.070000 sec): 3 clusters
  Score: Raw -523653.195027 + Penalty 2841.544096 = -520811.650931
  nChanged 21
		SP:Iteration 51Q (47630.290000 sec): 3 clusters
  Score: Raw -523656.444568 + Penalty 2841.544096 = -520814.900472
  nChanged 18
		SP:Iteration 52Q (47630.480000 sec): 3 clusters
  Score: Raw -523661.013120 + Penalty 2841.544096 = -520819.469024
  nChanged 18
		SP:Iteration 53Q (47630.720000 sec): 3 clusters
  Score: Raw -523665.208303 + Penalty 2841.544096 = -520823.664207
  nChanged 25
		SP:Iteration 54Q (47630.880000 sec): 3 clusters
  Score: Raw -523670.756309 + Penalty 2841.544096 = -520829.212213
  nChanged 20
		SP:Iteration 55Q (47631.100000 sec): 3 clusters
  Score: Raw -523674.790477 + Penalty 2841.544096 = -520833.246380
  nChanged 19
		SP:Iteration 56Q (47631.300000 sec): 3 clusters
  Score: Raw -523678.669988 + Penalty 2841.544096 = -520837.125892
  nChanged 21
		SP:Iteration 57Q (47631.580000 sec): 3 clusters
  Score: Raw -523682.885127 + Penalty 2841.544096 = -520841.341031
  nChanged 25
		SP:Iteration 58Q (47631.790000 sec): 3 clusters
  Score: Raw -523688.273681 + Penalty 2841.544096 = -520846.729585
  nChanged 21
		SP:Iteration 59Q (47632.030000 sec): 3 clusters
  Score: Raw -523691.337288 + Penalty 2841.544096 = -520849.793192
  nChanged 16
		SP:Iteration 60F (47632.260000 sec): 3 clusters
  Score: Raw -523693.692761 + Penalty 2841.544096 = -520852.148665
  nChanged 16
		SP:Iteration 61Q (47632.480000 sec): 3 clusters
  Score: Raw -523696.289194 + Penalty 2841.544096 = -520854.745098
  nChanged 11
		SP:Iteration 62Q (47632.770000 sec): 3 clusters
  Score: Raw -523698.569031 + Penalty 2841.544096 = -520857.024935
  nChanged 15
		SP:Iteration 63Q (47633.020000 sec): 3 clusters
  Score: Raw -523701.482639 + Penalty 2841.544096 = -520859.938543
  nChanged 19
		SP:Iteration 64Q (47633.250000 sec): 3 clusters
  Score: Raw -523705.087363 + Penalty 2841.544096 = -520863.543267
  nChanged 24
		SP:Iteration 65Q (47633.410000 sec): 3 clusters
  Score: Raw -523708.294809 + Penalty 2841.544096 = -520866.750713
  nChanged 13
		SP:Iteration 66Q (47633.570000 sec): 3 clusters
  Score: Raw -523710.743799 + Penalty 2841.544096 = -520869.199703
  nChanged 17
		SP:Iteration 67Q (47633.770000 sec): 3 clusters
  Score: Raw -523714.420771 + Penalty 2841.544096 = -520872.876675
  nChanged 13
		SP:Iteration 68Q (47633.920000 sec): 3 clusters
  Score: Raw -523716.478499 + Penalty 2841.544096 = -520874.934403
  nChanged 10
		SP:Iteration 69Q (47634.130000 sec): 3 clusters
  Score: Raw -523718.453727 + Penalty 2841.544096 = -520876.909631
  nChanged 15
		SP:Iteration 70Q (47634.400000 sec): 3 clusters
  Score: Raw -523720.913356 + Penalty 2841.544096 = -520879.369260
  nChanged 10
		SP:Iteration 71Q (47634.610000 sec): 3 clusters
  Score: Raw -523722.340001 + Penalty 2841.544096 = -520880.795905
  nChanged 9
		SP:Iteration 72Q (47634.830000 sec): 3 clusters
  Score: Raw -523723.737455 + Penalty 2841.544096 = -520882.193358
  nChanged 8
		SP:Iteration 73Q (47635.000000 sec): 3 clusters
  Score: Raw -523725.581862 + Penalty 2841.544096 = -520884.037766
  nChanged 7
		SP:Iteration 74Q (47635.240000 sec): 3 clusters
  Score: Raw -523726.507518 + Penalty 2841.544096 = -520884.963422
  nChanged 5
		SP:Iteration 75Q (47635.390000 sec): 3 clusters
  Score: Raw -523727.790853 + Penalty 2841.544096 = -520886.246757
  nChanged 7
		SP:Iteration 76Q (47635.610000 sec): 3 clusters
  Score: Raw -523729.056731 + Penalty 2841.544096 = -520887.512634
  nChanged 6
		SP:Iteration 77Q (47635.800000 sec): 3 clusters
  Score: Raw -523730.164159 + Penalty 2841.544096 = -520888.620063
  nChanged 4
		SP:Iteration 78Q (47635.960000 sec): 3 clusters
  Score: Raw -523730.795683 + Penalty 2841.544096 = -520889.251587
  nChanged 5
		SP:Iteration 79Q (47636.140000 sec): 3 clusters
  Score: Raw -523731.563503 + Penalty 2841.544096 = -520890.019407
  nChanged 4
		SP:Iteration 80F (47636.290000 sec): 3 clusters
  Score: Raw -523732.279991 + Penalty 2841.544096 = -520890.735895
  nChanged 5
		SP:Iteration 81Q (47636.470000 sec): 3 clusters
  Score: Raw -523733.649069 + Penalty 2841.544096 = -520892.104973
  nChanged 3
		SP:Iteration 82Q (47636.630000 sec): 3 clusters
  Score: Raw -523734.007361 + Penalty 2841.544096 = -520892.463265
  nChanged 2
		SP:Iteration 83Q (47636.820000 sec): 3 clusters
  Score: Raw -523734.203529 + Penalty 2841.544096 = -520892.659433
  nChanged 1
		SP:Iteration 84Q (47636.990000 sec): 3 clusters
  Score: Raw -523734.299312 + Penalty 2841.544096 = -520892.755216
  nChanged 1
		SP:Iteration 85Q (47637.170000 sec): 3 clusters
  Score: Raw -523734.398953 + Penalty 2841.544096 = -520892.854857
  nChanged 1
		SP:Iteration 86Q (47637.390000 sec): 3 clusters
  Score: Raw -523734.522426 + Penalty 2841.544096 = -520892.978330
  nChanged 1
		SP:Iteration 87Q (47637.620000 sec): 3 clusters
  Score: Raw -523734.650375 + Penalty 2841.544096 = -520893.106279
  nChanged 4
		SP:Iteration 88Q (47637.790000 sec): 3 clusters
  Score: Raw -523735.323377 + Penalty 2841.544096 = -520893.779281
  nChanged 8
		SP:Iteration 89Q (47637.960000 sec): 3 clusters
  Score: Raw -523737.008298 + Penalty 2841.544096 = -520895.464202
  nChanged 10
		SP:Iteration 90Q (47638.170000 sec): 3 clusters
  Score: Raw -523739.003200 + Penalty 2841.544096 = -520897.459104
  nChanged 7
		SP:Iteration 91Q (47638.380000 sec): 3 clusters
  Score: Raw -523740.363230 + Penalty 2841.544096 = -520898.819134
  nChanged 12
		SP:Iteration 92Q (47638.580000 sec): 3 clusters
  Score: Raw -523742.207675 + Penalty 2841.544096 = -520900.663579
  nChanged 10
		SP:Iteration 93Q (47638.790000 sec): 3 clusters
  Score: Raw -523743.933980 + Penalty 2841.544096 = -520902.389884
  nChanged 9
		SP:Iteration 94Q (47639.060000 sec): 3 clusters
  Score: Raw -523745.802899 + Penalty 2841.544096 = -520904.258803
  nChanged 11
		SP:Iteration 95Q (47639.280000 sec): 3 clusters
  Score: Raw -523748.729166 + Penalty 2841.544096 = -520907.185070
  nChanged 12
		SP:Iteration 96Q (47639.500000 sec): 3 clusters
  Score: Raw -523753.111440 + Penalty 2841.544096 = -520911.567344
  nChanged 12
		SP:Iteration 97Q (47639.740000 sec): 3 clusters
  Score: Raw -523756.997638 + Penalty 2841.544096 = -520915.453542
  nChanged 21
		SP:Iteration 98Q (47639.900000 sec): 3 clusters
  Score: Raw -523763.285487 + Penalty 2841.544096 = -520921.741391
  nChanged 19
		SP:Iteration 99Q (47640.090000 sec): 3 clusters
  Score: Raw -523768.007896 + Penalty 2841.544096 = -520926.463800
  nChanged 26
		SP:Iteration 100F (47640.320000 sec): 3 clusters
  Score: Raw -523774.227806 + Penalty 2841.544096 = -520932.683710
  nChanged 31
		SP:Iteration 101Q (47640.490000 sec): 3 clusters
  Score: Raw -523781.704762 + Penalty 2841.544096 = -520940.160666
  nChanged 25
		SP:Iteration 102Q (47640.670000 sec): 3 clusters
  Score: Raw -523786.425449 + Penalty 2841.544096 = -520944.881353
  nChanged 19
		SP:Iteration 103Q (47640.850000 sec): 3 clusters
  Score: Raw -523791.836748 + Penalty 2841.544096 = -520950.292652
  nChanged 20
		SP:Iteration 104Q (47641.030000 sec): 3 clusters
  Score: Raw -523796.703076 + Penalty 2841.544096 = -520955.158980
  nChanged 21
		SP:Iteration 105Q (47641.270000 sec): 3 clusters
  Score: Raw -523801.620375 + Penalty 2841.544096 = -520960.076279
  nChanged 20
		SP:Iteration 106Q (47641.420000 sec): 3 clusters
  Score: Raw -523805.845778 + Penalty 2841.544096 = -520964.301682
  nChanged 23
		SP:Iteration 107Q (47641.600000 sec): 3 clusters
  Score: Raw -523812.664470 + Penalty 2841.544096 = -520971.120374
  nChanged 27
		SP:Iteration 108Q (47641.760000 sec): 3 clusters
  Score: Raw -523819.070758 + Penalty 2841.544096 = -520977.526662
  nChanged 24
		SP:Iteration 109Q (47641.990000 sec): 3 clusters
  Score: Raw -523826.565865 + Penalty 2841.544096 = -520985.021769
  nChanged 27
		SP:Iteration 110Q (47642.220000 sec): 3 clusters
  Score: Raw -523835.450676 + Penalty 2841.544096 = -520993.906580
  nChanged 35
		SP:Iteration 111Q (47642.490000 sec): 3 clusters
  Score: Raw -523848.019621 + Penalty 2841.544096 = -521006.475525
  nChanged 39
		SP:Iteration 112Q (47642.660000 sec): 3 clusters
  Score: Raw -523868.661325 + Penalty 2841.544096 = -521027.117229
  nChanged 58
		SP:Iteration 113Q (47642.910000 sec): 3 clusters
  Score: Raw -523899.763314 + Penalty 2841.544096 = -521058.219218
  nChanged 64
		SP:Iteration 114Q (47643.100000 sec): 3 clusters
  Score: Raw -523939.826708 + Penalty 2841.544096 = -521098.282612
  nChanged 72
		SP:Iteration 115Q (47643.330000 sec): 3 clusters
  Score: Raw -523998.307210 + Penalty 2841.544096 = -521156.763114
  nChanged 73
		SP:Iteration 116Q (47643.480000 sec): 3 clusters
  Score: Raw -524065.995003 + Penalty 2841.544096 = -521224.450907
  nChanged 77
		SP:Iteration 117Q (47643.640000 sec): 3 clusters
  Score: Raw -524129.146215 + Penalty 2841.544096 = -521287.602119
  nChanged 60
		SP:Iteration 118Q (47643.800000 sec): 3 clusters
  Score: Raw -524179.456091 + Penalty 2841.544096 = -521337.911995
  nChanged 53
		SP:Iteration 119Q (47644.040000 sec): 3 clusters
  Score: Raw -524210.365919 + Penalty 2841.544096 = -521368.821823
  nChanged 48
		SP:Iteration 120F (47644.220000 sec): 3 clusters
  Score: Raw -524231.702607 + Penalty 2841.544096 = -521390.158511
  nChanged 29
		SP:Iteration 121Q (47644.470000 sec): 3 clusters
  Score: Raw -524240.270898 + Penalty 2841.544096 = -521398.726802
  nChanged 21
		SP:Iteration 122Q (47644.660000 sec): 3 clusters
  Score: Raw -524244.986380 + Penalty 2841.544096 = -521403.442284
  nChanged 17
		SP:Iteration 123Q (47644.820000 sec): 3 clusters
  Score: Raw -524249.349910 + Penalty 2841.544096 = -521407.805814
  nChanged 12
		SP:Iteration 124Q (47645.020000 sec): 3 clusters
  Score: Raw -524252.048979 + Penalty 2841.544096 = -521410.504883
  nChanged 6
		SP:Iteration 125Q (47645.150000 sec): 3 clusters
  Score: Raw -524253.095271 + Penalty 2841.544096 = -521411.551175
  nChanged 1
		SP:Iteration 126Q (47645.340000 sec): 3 clusters
  Score: Raw -524253.173840 + Penalty 2841.544096 = -521411.629744
  nChanged 1
		SP:Iteration 127Q (47645.480000 sec): 3 clusters
  Score: Raw -524253.373897 + Penalty 2841.544096 = -521411.829801
  nChanged 3
		SP:Iteration 128Q (47645.640000 sec): 3 clusters
  Score: Raw -524253.902951 + Penalty 2841.544096 = -521412.358855
  nChanged 2
		SP:Iteration 129Q (47645.850000 sec): 3 clusters
  Score: Raw -524254.109526 + Penalty 2841.544096 = -521412.565429
  nChanged 1
		SP:Iteration 130Q (47646.080000 sec): 3 clusters
  Score: Raw -524254.211259 + Penalty 2841.544096 = -521412.667163
  nChanged 0
		SP:Iteration 131F (47646.370000 sec): 3 clusters
  Score: Raw -524254.211259 + Penalty 2841.544096 = -521412.667163
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 29 (3617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47646.470000 sec): 2 clusters
  Score: Raw -283303.590629 + Penalty 1331.427538 = -281972.163091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47646.640000 sec): 3 clusters
  Score: Raw -281517.310637 + Penalty 2662.855075 = -278854.455562
  nChanged 1387
		SP:Iteration 1F (47646.880000 sec): 3 clusters
  Score: Raw -282313.366611 + Penalty 2662.855075 = -279650.511535
  nChanged 278
		SP:Iteration 2F (47647.010000 sec): 3 clusters
  Score: Raw -282467.759454 + Penalty 2662.855075 = -279804.904379
  nChanged 185
		SP:Iteration 3F (47647.170000 sec): 3 clusters
  Score: Raw -282577.496989 + Penalty 2662.855075 = -279914.641913
  nChanged 150
		SP:Iteration 4Q (47647.330000 sec): 3 clusters
  Score: Raw -282666.661301 + Penalty 2662.855075 = -280003.806226
  nChanged 138
		SP:Iteration 5Q (47647.530000 sec): 3 clusters
  Score: Raw -282741.576788 + Penalty 2662.855075 = -280078.721713
  nChanged 130
		SP:Iteration 6Q (47647.660000 sec): 3 clusters
  Score: Raw -282820.592950 + Penalty 2662.855075 = -280157.737875
  nChanged 123
		SP:Iteration 7Q (47647.830000 sec): 3 clusters
  Score: Raw -282921.685171 + Penalty 2662.855075 = -280258.830096
  nChanged 158
		SP:Iteration 8Q (47648.000000 sec): 3 clusters
  Score: Raw -283064.398717 + Penalty 2662.855075 = -280401.543641
  nChanged 156
		SP:Iteration 9Q (47648.180000 sec): 3 clusters
  Score: Raw -283191.519471 + Penalty 2662.855075 = -280528.664396
  nChanged 146
		SP:Iteration 10Q (47648.360000 sec): 3 clusters
  Score: Raw -283313.768913 + Penalty 2662.855075 = -280650.913838
  nChanged 150
		SP:Iteration 11Q (47648.540000 sec): 3 clusters
  Score: Raw -283457.920460 + Penalty 2662.855075 = -280795.065385
  nChanged 154
		SP:Iteration 12Q (47648.750000 sec): 3 clusters
  Score: Raw -283582.533054 + Penalty 2662.855075 = -280919.677979
  nChanged 115
		SP:Iteration 13Q (47648.930000 sec): 3 clusters
  Score: Raw -283663.194090 + Penalty 2662.855075 = -281000.339014
  nChanged 101
		SP:Iteration 14Q (47649.160000 sec): 3 clusters
  Score: Raw -283733.490578 + Penalty 2662.855075 = -281070.635502
  nChanged 93
		SP:Iteration 15Q (47649.330000 sec): 3 clusters
  Score: Raw -283790.901375 + Penalty 2662.855075 = -281128.046300
  nChanged 92
		SP:Iteration 16Q (47649.500000 sec): 3 clusters
  Score: Raw -283840.767490 + Penalty 2662.855075 = -281177.912414
  nChanged 70
		SP:Iteration 17Q (47649.700000 sec): 3 clusters
  Score: Raw -283886.231067 + Penalty 2662.855075 = -281223.375992
  nChanged 72
		SP:Iteration 18Q (47649.840000 sec): 3 clusters
  Score: Raw -283925.771711 + Penalty 2662.855075 = -281262.916635
  nChanged 53
		SP:Iteration 19Q (47650.060000 sec): 3 clusters
  Score: Raw -283948.464418 + Penalty 2662.855075 = -281285.609343
  nChanged 35
		SP:Iteration 20F (47650.260000 sec): 3 clusters
  Score: Raw -283962.460860 + Penalty 2662.855075 = -281299.605784
  nChanged 25
		SP:Iteration 21Q (47650.480000 sec): 3 clusters
  Score: Raw -283972.188141 + Penalty 2662.855075 = -281309.333066
  nChanged 21
		SP:Iteration 22Q (47650.700000 sec): 3 clusters
  Score: Raw -283982.313717 + Penalty 2662.855075 = -281319.458642
  nChanged 20
		SP:Iteration 23Q (47650.900000 sec): 3 clusters
  Score: Raw -283988.855088 + Penalty 2662.855075 = -281326.000013
  nChanged 20
		SP:Iteration 24Q (47651.050000 sec): 3 clusters
  Score: Raw -283997.182811 + Penalty 2662.855075 = -281334.327735
  nChanged 19
		SP:Iteration 25Q (47651.250000 sec): 3 clusters
  Score: Raw -284004.473619 + Penalty 2662.855075 = -281341.618544
  nChanged 17
		SP:Iteration 26Q (47651.400000 sec): 3 clusters
  Score: Raw -284009.201371 + Penalty 2662.855075 = -281346.346295
  nChanged 12
		SP:Iteration 27Q (47651.590000 sec): 3 clusters
  Score: Raw -284011.836687 + Penalty 2662.855075 = -281348.981611
  nChanged 6
		SP:Iteration 28Q (47651.760000 sec): 3 clusters
  Score: Raw -284013.056452 + Penalty 2662.855075 = -281350.201377
  nChanged 2
		SP:Iteration 29Q (47651.910000 sec): 3 clusters
  Score: Raw -284013.527299 + Penalty 2662.855075 = -281350.672223
  nChanged 0
		SP:Iteration 30F (47652.100000 sec): 3 clusters
  Score: Raw -284013.527299 + Penalty 2662.855075 = -281350.672223
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 30 (3878 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47652.190000 sec): 2 clusters
  Score: Raw -332953.092938 + Penalty 1342.749661 = -331610.343277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47652.370000 sec): 3 clusters
  Score: Raw -331014.408278 + Penalty 2685.499322 = -328328.908956
  nChanged 1524
		SP:Iteration 1F (47652.590000 sec): 3 clusters
  Score: Raw -331846.887117 + Penalty 2685.499322 = -329161.387795
  nChanged 266
		SP:Iteration 2F (47652.760000 sec): 3 clusters
  Score: Raw -331993.881420 + Penalty 2685.499322 = -329308.382098
  nChanged 178
		SP:Iteration 3Q (47652.950000 sec): 3 clusters
  Score: Raw -332084.517272 + Penalty 2685.499322 = -329399.017951
  nChanged 144
		SP:Iteration 4Q (47653.130000 sec): 3 clusters
  Score: Raw -332155.531781 + Penalty 2685.499322 = -329470.032460
  nChanged 123
		SP:Iteration 5Q (47653.370000 sec): 3 clusters
  Score: Raw -332212.998577 + Penalty 2685.499322 = -329527.499256
  nChanged 101
		SP:Iteration 6Q (47653.550000 sec): 3 clusters
  Score: Raw -332260.148200 + Penalty 2685.499322 = -329574.648878
  nChanged 79
		SP:Iteration 7Q (47653.720000 sec): 3 clusters
  Score: Raw -332300.703149 + Penalty 2685.499322 = -329615.203827
  nChanged 89
		SP:Iteration 8Q (47653.940000 sec): 3 clusters
  Score: Raw -332351.457422 + Penalty 2685.499322 = -329665.958101
  nChanged 112
		SP:Iteration 9Q (47654.190000 sec): 3 clusters
  Score: Raw -332420.016125 + Penalty 2685.499322 = -329734.516803
  nChanged 121
		SP:Iteration 10Q (47654.390000 sec): 3 clusters
  Score: Raw -332502.640433 + Penalty 2685.499322 = -329817.141111
  nChanged 137
		SP:Iteration 11Q (47654.600000 sec): 3 clusters
  Score: Raw -332597.774808 + Penalty 2685.499322 = -329912.275486
  nChanged 117
		SP:Iteration 12Q (47654.840000 sec): 3 clusters
  Score: Raw -332676.716084 + Penalty 2685.499322 = -329991.216762
  nChanged 82
		SP:Iteration 13Q (47655.050000 sec): 3 clusters
  Score: Raw -332731.419750 + Penalty 2685.499322 = -330045.920428
  nChanged 82
		SP:Iteration 14Q (47655.290000 sec): 3 clusters
  Score: Raw -332781.011294 + Penalty 2685.499322 = -330095.511972
  nChanged 68
		SP:Iteration 15Q (47655.450000 sec): 3 clusters
  Score: Raw -332824.097023 + Penalty 2685.499322 = -330138.597702
  nChanged 59
		SP:Iteration 16Q (47655.640000 sec): 3 clusters
  Score: Raw -332869.363856 + Penalty 2685.499322 = -330183.864535
  nChanged 63
		SP:Iteration 17Q (47655.840000 sec): 3 clusters
  Score: Raw -332914.729324 + Penalty 2685.499322 = -330229.230002
  nChanged 53
		SP:Iteration 18Q (47656.030000 sec): 3 clusters
  Score: Raw -332960.423793 + Penalty 2685.499322 = -330274.924472
  nChanged 54
		SP:Iteration 19Q (47656.280000 sec): 3 clusters
  Score: Raw -333008.686272 + Penalty 2685.499322 = -330323.186950
  nChanged 32
		SP:Iteration 20F (47656.490000 sec): 3 clusters
  Score: Raw -333036.111109 + Penalty 2685.499322 = -330350.611787
  nChanged 30
		SP:Iteration 21Q (47656.650000 sec): 3 clusters
  Score: Raw -333064.920676 + Penalty 2685.499322 = -330379.421354
  nChanged 29
		SP:Iteration 22Q (47656.850000 sec): 3 clusters
  Score: Raw -333089.276987 + Penalty 2685.499322 = -330403.777665
  nChanged 19
		SP:Iteration 23Q (47657.040000 sec): 3 clusters
  Score: Raw -333106.582736 + Penalty 2685.499322 = -330421.083415
  nChanged 15
		SP:Iteration 24Q (47657.210000 sec): 3 clusters
  Score: Raw -333119.144798 + Penalty 2685.499322 = -330433.645476
  nChanged 8
		SP:Iteration 25Q (47657.490000 sec): 3 clusters
  Score: Raw -333126.276591 + Penalty 2685.499322 = -330440.777269
  nChanged 10
		SP:Iteration 26Q (47657.690000 sec): 3 clusters
  Score: Raw -333135.881068 + Penalty 2685.499322 = -330450.381746
  nChanged 9
		SP:Iteration 27Q (47657.940000 sec): 3 clusters
  Score: Raw -333144.133115 + Penalty 2685.499322 = -330458.633793
  nChanged 7
		SP:Iteration 28Q (47658.120000 sec): 3 clusters
  Score: Raw -333150.164470 + Penalty 2685.499322 = -330464.665148
  nChanged 3
		SP:Iteration 29Q (47658.330000 sec): 3 clusters
  Score: Raw -333155.151872 + Penalty 2685.499322 = -330469.652550
  nChanged 5
		SP:Iteration 30Q (47658.520000 sec): 3 clusters
  Score: Raw -333159.277666 + Penalty 2685.499322 = -330473.778344
  nChanged 2
		SP:Iteration 31Q (47658.710000 sec): 3 clusters
  Score: Raw -333160.706955 + Penalty 2685.499322 = -330475.207634
  nChanged 2
		SP:Iteration 32Q (47658.850000 sec): 3 clusters
  Score: Raw -333161.126482 + Penalty 2685.499322 = -330475.627160
  nChanged 0
		SP:Iteration 33F (47659.020000 sec): 3 clusters
  Score: Raw -333161.126482 + Penalty 2685.499322 = -330475.627160
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 31 (6634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47659.140000 sec): 2 clusters
  Score: Raw -525717.245211 + Penalty 1429.994023 = -524287.251188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47659.390000 sec): 3 clusters
  Score: Raw -522072.635078 + Penalty 2859.988046 = -519212.647032
  nChanged 2786
		SP:Iteration 1F (47659.620000 sec): 3 clusters
  Score: Raw -523656.825575 + Penalty 2859.988046 = -520796.837529
  nChanged 481
		SP:Iteration 2F (47659.820000 sec): 3 clusters
  Score: Raw -523924.965002 + Penalty 2859.988046 = -521064.976956
  nChanged 369
		SP:Iteration 3F (47660.070000 sec): 3 clusters
  Score: Raw -524097.940839 + Penalty 2859.988046 = -521237.952793
  nChanged 290
		SP:Iteration 4Q (47660.300000 sec): 3 clusters
  Score: Raw -524239.062993 + Penalty 2859.988046 = -521379.074947
  nChanged 244
		SP:Iteration 5Q (47660.510000 sec): 3 clusters
  Score: Raw -524351.187995 + Penalty 2859.988046 = -521491.199948
  nChanged 227
		SP:Iteration 6Q (47660.740000 sec): 3 clusters
  Score: Raw -524452.063237 + Penalty 2859.988046 = -521592.075190
  nChanged 207
		SP:Iteration 7Q (47660.930000 sec): 3 clusters
  Score: Raw -524543.497257 + Penalty 2859.988046 = -521683.509211
  nChanged 183
		SP:Iteration 8Q (47661.170000 sec): 3 clusters
  Score: Raw -524624.773665 + Penalty 2859.988046 = -521764.785619
  nChanged 202
		SP:Iteration 9Q (47661.360000 sec): 3 clusters
  Score: Raw -524710.880943 + Penalty 2859.988046 = -521850.892897
  nChanged 199
		SP:Iteration 10Q (47661.570000 sec): 3 clusters
  Score: Raw -524811.629254 + Penalty 2859.988046 = -521951.641208
  nChanged 200
		SP:Iteration 11Q (47661.750000 sec): 3 clusters
  Score: Raw -524898.091492 + Penalty 2859.988046 = -522038.103445
  nChanged 167
		SP:Iteration 12Q (47661.950000 sec): 3 clusters
  Score: Raw -524975.623352 + Penalty 2859.988046 = -522115.635306
  nChanged 179
		SP:Iteration 13Q (47662.130000 sec): 3 clusters
  Score: Raw -525050.601831 + Penalty 2859.988046 = -522190.613785
  nChanged 154
		SP:Iteration 14Q (47662.360000 sec): 3 clusters
  Score: Raw -525118.817635 + Penalty 2859.988046 = -522258.829589
  nChanged 169
		SP:Iteration 15Q (47662.580000 sec): 3 clusters
  Score: Raw -525197.234761 + Penalty 2859.988046 = -522337.246715
  nChanged 144
		SP:Iteration 16Q (47662.800000 sec): 3 clusters
  Score: Raw -525273.823780 + Penalty 2859.988046 = -522413.835734
  nChanged 146
		SP:Iteration 17Q (47662.950000 sec): 3 clusters
  Score: Raw -525338.918061 + Penalty 2859.988046 = -522478.930015
  nChanged 144
		SP:Iteration 18Q (47663.130000 sec): 3 clusters
  Score: Raw -525401.690167 + Penalty 2859.988046 = -522541.702121
  nChanged 114
		SP:Iteration 19Q (47663.350000 sec): 3 clusters
  Score: Raw -525457.045971 + Penalty 2859.988046 = -522597.057925
  nChanged 103
		SP:Iteration 20F (47663.480000 sec): 3 clusters
  Score: Raw -525497.211920 + Penalty 2859.988046 = -522637.223874
  nChanged 89
		SP:Iteration 21Q (47663.750000 sec): 3 clusters
  Score: Raw -525530.470069 + Penalty 2859.988046 = -522670.482022
  nChanged 80
		SP:Iteration 22Q (47663.990000 sec): 3 clusters
  Score: Raw -525554.515946 + Penalty 2859.988046 = -522694.527900
  nChanged 62
		SP:Iteration 23Q (47664.150000 sec): 3 clusters
  Score: Raw -525579.331805 + Penalty 2859.988046 = -522719.343758
  nChanged 65
		SP:Iteration 24Q (47664.410000 sec): 3 clusters
  Score: Raw -525600.574144 + Penalty 2859.988046 = -522740.586098
  nChanged 63
		SP:Iteration 25Q (47664.590000 sec): 3 clusters
  Score: Raw -525620.551485 + Penalty 2859.988046 = -522760.563439
  nChanged 52
		SP:Iteration 26Q (47664.780000 sec): 3 clusters
  Score: Raw -525638.599177 + Penalty 2859.988046 = -522778.611131
  nChanged 52
		SP:Iteration 27Q (47665.000000 sec): 3 clusters
  Score: Raw -525655.480692 + Penalty 2859.988046 = -522795.492646
  nChanged 49
		SP:Iteration 28Q (47665.200000 sec): 3 clusters
  Score: Raw -525668.894949 + Penalty 2859.988046 = -522808.906903
  nChanged 59
		SP:Iteration 29Q (47665.440000 sec): 3 clusters
  Score: Raw -525688.582318 + Penalty 2859.988046 = -522828.594271
  nChanged 47
		SP:Iteration 30Q (47665.680000 sec): 3 clusters
  Score: Raw -525703.191072 + Penalty 2859.988046 = -522843.203025
  nChanged 41
		SP:Iteration 31Q (47665.820000 sec): 3 clusters
  Score: Raw -525715.270236 + Penalty 2859.988046 = -522855.282190
  nChanged 35
		SP:Iteration 32Q (47666.040000 sec): 3 clusters
  Score: Raw -525724.371662 + Penalty 2859.988046 = -522864.383616
  nChanged 41
		SP:Iteration 33Q (47666.260000 sec): 3 clusters
  Score: Raw -525734.787297 + Penalty 2859.988046 = -522874.799251
  nChanged 36
		SP:Iteration 34Q (47666.470000 sec): 3 clusters
  Score: Raw -525745.280470 + Penalty 2859.988046 = -522885.292424
  nChanged 45
		SP:Iteration 35Q (47666.670000 sec): 3 clusters
  Score: Raw -525757.620029 + Penalty 2859.988046 = -522897.631983
  nChanged 43
		SP:Iteration 36Q (47666.830000 sec): 3 clusters
  Score: Raw -525769.350057 + Penalty 2859.988046 = -522909.362011
  nChanged 41
		SP:Iteration 37Q (47667.000000 sec): 3 clusters
  Score: Raw -525779.644222 + Penalty 2859.988046 = -522919.656176
  nChanged 37
		SP:Iteration 38Q (47667.210000 sec): 3 clusters
  Score: Raw -525786.575301 + Penalty 2859.988046 = -522926.587255
  nChanged 33
		SP:Iteration 39Q (47667.450000 sec): 3 clusters
  Score: Raw -525793.155939 + Penalty 2859.988046 = -522933.167892
  nChanged 29
		SP:Iteration 40F (47667.680000 sec): 3 clusters
  Score: Raw -525799.584407 + Penalty 2859.988046 = -522939.596361
  nChanged 29
		SP:Iteration 41Q (47667.850000 sec): 3 clusters
  Score: Raw -525809.057799 + Penalty 2859.988046 = -522949.069753
  nChanged 40
		SP:Iteration 42Q (47668.040000 sec): 3 clusters
  Score: Raw -525824.440838 + Penalty 2859.988046 = -522964.452792
  nChanged 43
		SP:Iteration 43Q (47668.330000 sec): 3 clusters
  Score: Raw -525840.256306 + Penalty 2859.988046 = -522980.268260
  nChanged 49
		SP:Iteration 44Q (47668.520000 sec): 3 clusters
  Score: Raw -525855.622506 + Penalty 2859.988046 = -522995.634460
  nChanged 53
		SP:Iteration 45Q (47668.710000 sec): 3 clusters
  Score: Raw -525875.759896 + Penalty 2859.988046 = -523015.771850
  nChanged 62
		SP:Iteration 46Q (47668.900000 sec): 3 clusters
  Score: Raw -525903.579943 + Penalty 2859.988046 = -523043.591896
  nChanged 66
		SP:Iteration 47Q (47669.180000 sec): 3 clusters
  Score: Raw -525933.609121 + Penalty 2859.988046 = -523073.621075
  nChanged 74
		SP:Iteration 48Q (47669.350000 sec): 3 clusters
  Score: Raw -525976.692894 + Penalty 2859.988046 = -523116.704848
  nChanged 92
		SP:Iteration 49Q (47669.550000 sec): 3 clusters
  Score: Raw -526034.929751 + Penalty 2859.988046 = -523174.941704
  nChanged 99
		SP:Iteration 50Q (47669.770000 sec): 3 clusters
  Score: Raw -526095.331125 + Penalty 2859.988046 = -523235.343079
  nChanged 105
		SP:Iteration 51Q (47669.980000 sec): 3 clusters
  Score: Raw -526153.060546 + Penalty 2859.988046 = -523293.072500
  nChanged 98
		SP:Iteration 52Q (47670.210000 sec): 3 clusters
  Score: Raw -526209.054268 + Penalty 2859.988046 = -523349.066222
  nChanged 87
		SP:Iteration 53Q (47670.400000 sec): 3 clusters
  Score: Raw -526258.070013 + Penalty 2859.988046 = -523398.081967
  nChanged 81
		SP:Iteration 54Q (47670.590000 sec): 3 clusters
  Score: Raw -526299.333050 + Penalty 2859.988046 = -523439.345003
  nChanged 78
		SP:Iteration 55Q (47670.790000 sec): 3 clusters
  Score: Raw -526331.052943 + Penalty 2859.988046 = -523471.064897
  nChanged 53
		SP:Iteration 56Q (47670.970000 sec): 3 clusters
  Score: Raw -526349.381320 + Penalty 2859.988046 = -523489.393274
  nChanged 42
		SP:Iteration 57Q (47671.210000 sec): 3 clusters
  Score: Raw -526364.133622 + Penalty 2859.988046 = -523504.145576
  nChanged 41
		SP:Iteration 58Q (47671.390000 sec): 3 clusters
  Score: Raw -526377.275257 + Penalty 2859.988046 = -523517.287211
  nChanged 31
		SP:Iteration 59Q (47671.610000 sec): 3 clusters
  Score: Raw -526387.512550 + Penalty 2859.988046 = -523527.524504
  nChanged 22
		SP:Iteration 60F (47671.810000 sec): 3 clusters
  Score: Raw -526395.422603 + Penalty 2859.988046 = -523535.434556
  nChanged 18
		SP:Iteration 61Q (47672.040000 sec): 3 clusters
  Score: Raw -526401.759553 + Penalty 2859.988046 = -523541.771507
  nChanged 18
		SP:Iteration 62Q (47672.250000 sec): 3 clusters
  Score: Raw -526406.946905 + Penalty 2859.988046 = -523546.958859
  nChanged 8
		SP:Iteration 63Q (47672.460000 sec): 3 clusters
  Score: Raw -526409.218874 + Penalty 2859.988046 = -523549.230827
  nChanged 7
		SP:Iteration 64Q (47672.660000 sec): 3 clusters
  Score: Raw -526411.302773 + Penalty 2859.988046 = -523551.314726
  nChanged 7
		SP:Iteration 65Q (47672.900000 sec): 3 clusters
  Score: Raw -526412.841099 + Penalty 2859.988046 = -523552.853053
  nChanged 6
		SP:Iteration 66Q (47673.100000 sec): 3 clusters
  Score: Raw -526413.892286 + Penalty 2859.988046 = -523553.904240
  nChanged 4
		SP:Iteration 67Q (47673.260000 sec): 3 clusters
  Score: Raw -526414.766992 + Penalty 2859.988046 = -523554.778946
  nChanged 3
		SP:Iteration 68Q (47673.440000 sec): 3 clusters
  Score: Raw -526415.278071 + Penalty 2859.988046 = -523555.290024
  nChanged 3
		SP:Iteration 69Q (47673.660000 sec): 3 clusters
  Score: Raw -526415.635699 + Penalty 2859.988046 = -523555.647653
  nChanged 2
		SP:Iteration 70Q (47673.920000 sec): 3 clusters
  Score: Raw -526415.977690 + Penalty 2859.988046 = -523555.989644
  nChanged 3
		SP:Iteration 71Q (47674.160000 sec): 3 clusters
  Score: Raw -526416.591807 + Penalty 2859.988046 = -523556.603761
  nChanged 3
		SP:Iteration 72Q (47674.330000 sec): 3 clusters
  Score: Raw -526416.837503 + Penalty 2859.988046 = -523556.849457
  nChanged 2
		SP:Iteration 73Q (47674.550000 sec): 3 clusters
  Score: Raw -526417.127635 + Penalty 2859.988046 = -523557.139589
  nChanged 0
		SP:Iteration 74F (47674.760000 sec): 3 clusters
  Score: Raw -526417.127635 + Penalty 2859.988046 = -523557.139589
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 32 (22563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47675.020000 sec): 2 clusters
  Score: Raw -1910172.583035 + Penalty 1628.910835 = -1908543.672201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47675.310000 sec): 3 clusters
  Score: Raw -1896386.084965 + Penalty 3257.821670 = -1893128.263296
  nChanged 10263
		SP:Iteration 1F (47675.600000 sec): 3 clusters
  Score: Raw -1902140.621911 + Penalty 3257.821670 = -1898882.800241
  nChanged 1117
		SP:Iteration 2Q (47675.940000 sec): 3 clusters
  Score: Raw -1902495.550794 + Penalty 3257.821670 = -1899237.729124
  nChanged 940
		SP:Iteration 3Q (47676.220000 sec): 3 clusters
  Score: Raw -1902775.210717 + Penalty 3257.821670 = -1899517.389047
  nChanged 829
		SP:Iteration 4Q (47676.510000 sec): 3 clusters
  Score: Raw -1903017.911021 + Penalty 3257.821670 = -1899760.089351
  nChanged 806
		SP:Iteration 5Q (47676.810000 sec): 3 clusters
  Score: Raw -1903260.724563 + Penalty 3257.821670 = -1900002.902893
  nChanged 746
		SP:Iteration 6Q (47677.110000 sec): 3 clusters
  Score: Raw -1903494.916270 + Penalty 3257.821670 = -1900237.094600
  nChanged 749
		SP:Iteration 7Q (47677.410000 sec): 3 clusters
  Score: Raw -1903730.496480 + Penalty 3257.821670 = -1900472.674810
  nChanged 727
		SP:Iteration 8Q (47677.750000 sec): 3 clusters
  Score: Raw -1903978.272889 + Penalty 3257.821670 = -1900720.451220
  nChanged 755
		SP:Iteration 9Q (47677.980000 sec): 3 clusters
  Score: Raw -1904273.491984 + Penalty 3257.821670 = -1901015.670314
  nChanged 814
		SP:Iteration 10Q (47678.270000 sec): 3 clusters
  Score: Raw -1904622.056322 + Penalty 3257.821670 = -1901364.234653
  nChanged 855
		SP:Iteration 11Q (47678.580000 sec): 3 clusters
  Score: Raw -1904968.809320 + Penalty 3257.821670 = -1901710.987650
  nChanged 836
		SP:Iteration 12Q (47678.930000 sec): 3 clusters
  Score: Raw -1905327.181084 + Penalty 3257.821670 = -1902069.359415
  nChanged 824
		SP:Iteration 13Q (47679.250000 sec): 3 clusters
  Score: Raw -1905713.629136 + Penalty 3257.821670 = -1902455.807467
  nChanged 804
		SP:Iteration 14Q (47679.540000 sec): 3 clusters
  Score: Raw -1906067.191340 + Penalty 3257.821670 = -1902809.369671
  nChanged 713
		SP:Iteration 15Q (47679.890000 sec): 3 clusters
  Score: Raw -1906347.489640 + Penalty 3257.821670 = -1903089.667970
  nChanged 617
		SP:Iteration 16Q (47680.220000 sec): 3 clusters
  Score: Raw -1906560.221069 + Penalty 3257.821670 = -1903302.399400
  nChanged 513
		SP:Iteration 17Q (47680.520000 sec): 3 clusters
  Score: Raw -1906729.932548 + Penalty 3257.821670 = -1903472.110879
  nChanged 437
		SP:Iteration 18Q (47680.810000 sec): 3 clusters
  Score: Raw -1906851.115693 + Penalty 3257.821670 = -1903593.294024
  nChanged 352
		SP:Iteration 19Q (47681.110000 sec): 3 clusters
  Score: Raw -1906934.487420 + Penalty 3257.821670 = -1903676.665750
  nChanged 289
		SP:Iteration 20F (47681.400000 sec): 3 clusters
  Score: Raw -1906992.440884 + Penalty 3257.821670 = -1903734.619214
  nChanged 210
		SP:Iteration 21Q (47681.690000 sec): 3 clusters
  Score: Raw -1907037.913972 + Penalty 3257.821670 = -1903780.092302
  nChanged 210
		SP:Iteration 22Q (47682.000000 sec): 3 clusters
  Score: Raw -1907072.636193 + Penalty 3257.821670 = -1903814.814524
  nChanged 149
		SP:Iteration 23Q (47682.300000 sec): 3 clusters
  Score: Raw -1907098.109362 + Penalty 3257.821670 = -1903840.287692
  nChanged 145
		SP:Iteration 24Q (47682.640000 sec): 3 clusters
  Score: Raw -1907118.757802 + Penalty 3257.821670 = -1903860.936133
  nChanged 127
		SP:Iteration 25Q (47682.950000 sec): 3 clusters
  Score: Raw -1907134.820840 + Penalty 3257.821670 = -1903876.999171
  nChanged 114
		SP:Iteration 26Q (47683.230000 sec): 3 clusters
  Score: Raw -1907149.066145 + Penalty 3257.821670 = -1903891.244475
  nChanged 109
		SP:Iteration 27Q (47683.530000 sec): 3 clusters
  Score: Raw -1907164.253541 + Penalty 3257.821670 = -1903906.431871
  nChanged 97
		SP:Iteration 28Q (47683.840000 sec): 3 clusters
  Score: Raw -1907177.964640 + Penalty 3257.821670 = -1903920.142970
  nChanged 105
		SP:Iteration 29Q (47684.140000 sec): 3 clusters
  Score: Raw -1907191.660052 + Penalty 3257.821670 = -1903933.838383
  nChanged 99
		SP:Iteration 30Q (47684.450000 sec): 3 clusters
  Score: Raw -1907203.095772 + Penalty 3257.821670 = -1903945.274102
  nChanged 82
		SP:Iteration 31Q (47684.760000 sec): 3 clusters
  Score: Raw -1907212.079019 + Penalty 3257.821670 = -1903954.257349
  nChanged 88
		SP:Iteration 32Q (47685.030000 sec): 3 clusters
  Score: Raw -1907220.836637 + Penalty 3257.821670 = -1903963.014967
  nChanged 69
		SP:Iteration 33Q (47685.340000 sec): 3 clusters
  Score: Raw -1907228.146052 + Penalty 3257.821670 = -1903970.324383
  nChanged 70
		SP:Iteration 34Q (47685.650000 sec): 3 clusters
  Score: Raw -1907235.002706 + Penalty 3257.821670 = -1903977.181037
  nChanged 65
		SP:Iteration 35Q (47685.930000 sec): 3 clusters
  Score: Raw -1907242.182983 + Penalty 3257.821670 = -1903984.361313
  nChanged 77
		SP:Iteration 36Q (47686.230000 sec): 3 clusters
  Score: Raw -1907250.003551 + Penalty 3257.821670 = -1903992.181882
  nChanged 75
		SP:Iteration 37Q (47686.550000 sec): 3 clusters
  Score: Raw -1907258.083562 + Penalty 3257.821670 = -1904000.261892
  nChanged 76
		SP:Iteration 38Q (47686.810000 sec): 3 clusters
  Score: Raw -1907264.954917 + Penalty 3257.821670 = -1904007.133248
  nChanged 62
		SP:Iteration 39Q (47687.090000 sec): 3 clusters
  Score: Raw -1907270.838750 + Penalty 3257.821670 = -1904013.017080
  nChanged 58
		SP:Iteration 40F (47687.410000 sec): 3 clusters
  Score: Raw -1907275.825470 + Penalty 3257.821670 = -1904018.003801
  nChanged 54
		SP:Iteration 41Q (47687.670000 sec): 3 clusters
  Score: Raw -1907279.618382 + Penalty 3257.821670 = -1904021.796713
  nChanged 52
		SP:Iteration 42Q (47688.080000 sec): 3 clusters
  Score: Raw -1907283.462537 + Penalty 3257.821670 = -1904025.640867
  nChanged 45
		SP:Iteration 43Q (47688.440000 sec): 3 clusters
  Score: Raw -1907287.653878 + Penalty 3257.821670 = -1904029.832209
  nChanged 49
		SP:Iteration 44Q (47688.740000 sec): 3 clusters
  Score: Raw -1907292.707762 + Penalty 3257.821670 = -1904034.886092
  nChanged 54
		SP:Iteration 45Q (47689.070000 sec): 3 clusters
  Score: Raw -1907297.833197 + Penalty 3257.821670 = -1904040.011528
  nChanged 51
		SP:Iteration 46Q (47689.360000 sec): 3 clusters
  Score: Raw -1907302.335807 + Penalty 3257.821670 = -1904044.514137
  nChanged 55
		SP:Iteration 47Q (47689.690000 sec): 3 clusters
  Score: Raw -1907307.857068 + Penalty 3257.821670 = -1904050.035398
  nChanged 51
		SP:Iteration 48Q (47690.010000 sec): 3 clusters
  Score: Raw -1907311.995392 + Penalty 3257.821670 = -1904054.173723
  nChanged 47
		SP:Iteration 49Q (47690.320000 sec): 3 clusters
  Score: Raw -1907315.589512 + Penalty 3257.821670 = -1904057.767843
  nChanged 40
		SP:Iteration 50Q (47690.630000 sec): 3 clusters
  Score: Raw -1907318.818255 + Penalty 3257.821670 = -1904060.996585
  nChanged 42
		SP:Iteration 51Q (47690.990000 sec): 3 clusters
  Score: Raw -1907321.973199 + Penalty 3257.821670 = -1904064.151529
  nChanged 46
		SP:Iteration 52Q (47691.330000 sec): 3 clusters
  Score: Raw -1907325.849828 + Penalty 3257.821670 = -1904068.028158
  nChanged 48
		SP:Iteration 53Q (47691.640000 sec): 3 clusters
  Score: Raw -1907329.873117 + Penalty 3257.821670 = -1904072.051447
  nChanged 41
		SP:Iteration 54Q (47691.960000 sec): 3 clusters
  Score: Raw -1907333.324298 + Penalty 3257.821670 = -1904075.502629
  nChanged 57
		SP:Iteration 55Q (47692.250000 sec): 3 clusters
  Score: Raw -1907338.119125 + Penalty 3257.821670 = -1904080.297455
  nChanged 49
		SP:Iteration 56Q (47692.590000 sec): 3 clusters
  Score: Raw -1907341.899962 + Penalty 3257.821670 = -1904084.078292
  nChanged 39
		SP:Iteration 57Q (47692.940000 sec): 3 clusters
  Score: Raw -1907345.529923 + Penalty 3257.821670 = -1904087.708254
  nChanged 44
		SP:Iteration 58Q (47693.220000 sec): 3 clusters
  Score: Raw -1907349.314191 + Penalty 3257.821670 = -1904091.492521
  nChanged 45
		SP:Iteration 59Q (47693.590000 sec): 3 clusters
  Score: Raw -1907353.682197 + Penalty 3257.821670 = -1904095.860527
  nChanged 49
		SP:Iteration 60F (47693.920000 sec): 3 clusters
  Score: Raw -1907359.051561 + Penalty 3257.821670 = -1904101.229891
  nChanged 67
		SP:Iteration 61Q (47694.190000 sec): 3 clusters
  Score: Raw -1907366.179851 + Penalty 3257.821670 = -1904108.358181
  nChanged 60
		SP:Iteration 62Q (47694.520000 sec): 3 clusters
  Score: Raw -1907372.231733 + Penalty 3257.821670 = -1904114.410063
  nChanged 75
		SP:Iteration 63Q (47694.820000 sec): 3 clusters
  Score: Raw -1907380.370427 + Penalty 3257.821670 = -1904122.548757
  nChanged 76
		SP:Iteration 64Q (47695.130000 sec): 3 clusters
  Score: Raw -1907387.728506 + Penalty 3257.821670 = -1904129.906836
  nChanged 67
		SP:Iteration 65Q (47695.410000 sec): 3 clusters
  Score: Raw -1907394.305509 + Penalty 3257.821670 = -1904136.483840
  nChanged 74
		SP:Iteration 66Q (47695.710000 sec): 3 clusters
  Score: Raw -1907403.451939 + Penalty 3257.821670 = -1904145.630269
  nChanged 82
		SP:Iteration 67Q (47696.020000 sec): 3 clusters
  Score: Raw -1907413.211796 + Penalty 3257.821670 = -1904155.390127
  nChanged 78
		SP:Iteration 68Q (47696.420000 sec): 3 clusters
  Score: Raw -1907422.839437 + Penalty 3257.821670 = -1904165.017768
  nChanged 83
		SP:Iteration 69Q (47696.750000 sec): 3 clusters
  Score: Raw -1907431.711449 + Penalty 3257.821670 = -1904173.889780
  nChanged 85
		SP:Iteration 70Q (47697.030000 sec): 3 clusters
  Score: Raw -1907441.410906 + Penalty 3257.821670 = -1904183.589236
  nChanged 81
		SP:Iteration 71Q (47697.330000 sec): 3 clusters
  Score: Raw -1907452.171323 + Penalty 3257.821670 = -1904194.349653
  nChanged 87
		SP:Iteration 72Q (47697.690000 sec): 3 clusters
  Score: Raw -1907463.875227 + Penalty 3257.821670 = -1904206.053557
  nChanged 92
		SP:Iteration 73Q (47698.010000 sec): 3 clusters
  Score: Raw -1907476.379583 + Penalty 3257.821670 = -1904218.557914
  nChanged 105
		SP:Iteration 74Q (47698.320000 sec): 3 clusters
  Score: Raw -1907491.710300 + Penalty 3257.821670 = -1904233.888631
  nChanged 112
		SP:Iteration 75Q (47698.600000 sec): 3 clusters
  Score: Raw -1907507.757260 + Penalty 3257.821670 = -1904249.935591
  nChanged 117
		SP:Iteration 76Q (47698.920000 sec): 3 clusters
  Score: Raw -1907526.367279 + Penalty 3257.821670 = -1904268.545609
  nChanged 135
		SP:Iteration 77Q (47699.160000 sec): 3 clusters
  Score: Raw -1907550.551302 + Penalty 3257.821670 = -1904292.729632
  nChanged 141
		SP:Iteration 78Q (47699.470000 sec): 3 clusters
  Score: Raw -1907578.222023 + Penalty 3257.821670 = -1904320.400354
  nChanged 144
		SP:Iteration 79Q (47699.860000 sec): 3 clusters
  Score: Raw -1907605.274876 + Penalty 3257.821670 = -1904347.453206
  nChanged 150
		SP:Iteration 80F (47700.190000 sec): 3 clusters
  Score: Raw -1907631.068619 + Penalty 3257.821670 = -1904373.246950
  nChanged 156
		SP:Iteration 81Q (47700.490000 sec): 3 clusters
  Score: Raw -1907656.838094 + Penalty 3257.821670 = -1904399.016424
  nChanged 146
		SP:Iteration 82Q (47700.820000 sec): 3 clusters
  Score: Raw -1907682.265352 + Penalty 3257.821670 = -1904424.443682
  nChanged 157
		SP:Iteration 83Q (47701.150000 sec): 3 clusters
  Score: Raw -1907711.672531 + Penalty 3257.821670 = -1904453.850862
  nChanged 165
		SP:Iteration 84Q (47701.540000 sec): 3 clusters
  Score: Raw -1907743.894641 + Penalty 3257.821670 = -1904486.072971
  nChanged 174
		SP:Iteration 85Q (47701.890000 sec): 3 clusters
  Score: Raw -1907772.655466 + Penalty 3257.821670 = -1904514.833797
  nChanged 159
		SP:Iteration 86Q (47702.170000 sec): 3 clusters
  Score: Raw -1907800.369935 + Penalty 3257.821670 = -1904542.548265
  nChanged 167
		SP:Iteration 87Q (47702.510000 sec): 3 clusters
  Score: Raw -1907833.873151 + Penalty 3257.821670 = -1904576.051481
  nChanged 203
		SP:Iteration 88Q (47702.870000 sec): 3 clusters
  Score: Raw -1907883.914003 + Penalty 3257.821670 = -1904626.092333
  nChanged 234
		SP:Iteration 89Q (47703.290000 sec): 3 clusters
  Score: Raw -1907944.178020 + Penalty 3257.821670 = -1904686.356351
  nChanged 228
		SP:Iteration 90Q (47703.550000 sec): 3 clusters
  Score: Raw -1908001.543250 + Penalty 3257.821670 = -1904743.721581
  nChanged 218
		SP:Iteration 91Q (47703.960000 sec): 3 clusters
  Score: Raw -1908055.154568 + Penalty 3257.821670 = -1904797.332898
  nChanged 212
		SP:Iteration 92Q (47704.290000 sec): 3 clusters
  Score: Raw -1908113.755726 + Penalty 3257.821670 = -1904855.934057
  nChanged 234
		SP:Iteration 93Q (47704.630000 sec): 3 clusters
  Score: Raw -1908176.064973 + Penalty 3257.821670 = -1904918.243303
  nChanged 234
		SP:Iteration 94Q (47704.930000 sec): 3 clusters
  Score: Raw -1908252.395817 + Penalty 3257.821670 = -1904994.574147
  nChanged 249
		SP:Iteration 95Q (47705.250000 sec): 3 clusters
  Score: Raw -1908328.941694 + Penalty 3257.821670 = -1905071.120024
  nChanged 239
		SP:Iteration 96Q (47705.530000 sec): 3 clusters
  Score: Raw -1908410.919060 + Penalty 3257.821670 = -1905153.097391
  nChanged 262
		SP:Iteration 97Q (47705.820000 sec): 3 clusters
  Score: Raw -1908510.164134 + Penalty 3257.821670 = -1905252.342465
  nChanged 276
		SP:Iteration 98Q (47706.100000 sec): 3 clusters
  Score: Raw -1908618.479883 + Penalty 3257.821670 = -1905360.658213
  nChanged 282
		SP:Iteration 99Q (47706.420000 sec): 3 clusters
  Score: Raw -1908734.594457 + Penalty 3257.821670 = -1905476.772787
  nChanged 277
		SP:Iteration 100F (47706.760000 sec): 3 clusters
  Score: Raw -1908845.168194 + Penalty 3257.821670 = -1905587.346525
  nChanged 232
		SP:Iteration 101Q (47707.090000 sec): 3 clusters
  Score: Raw -1908933.453494 + Penalty 3257.821670 = -1905675.631824
  nChanged 226
		SP:Iteration 102Q (47707.390000 sec): 3 clusters
  Score: Raw -1909016.650008 + Penalty 3257.821670 = -1905758.828339
  nChanged 215
		SP:Iteration 103Q (47707.670000 sec): 3 clusters
  Score: Raw -1909101.602783 + Penalty 3257.821670 = -1905843.781113
  nChanged 218
		SP:Iteration 104Q (47707.900000 sec): 3 clusters
  Score: Raw -1909181.244893 + Penalty 3257.821670 = -1905923.423224
  nChanged 196
		SP:Iteration 105Q (47708.210000 sec): 3 clusters
  Score: Raw -1909254.602502 + Penalty 3257.821670 = -1905996.780832
  nChanged 209
		SP:Iteration 106Q (47708.490000 sec): 3 clusters
  Score: Raw -1909334.763572 + Penalty 3257.821670 = -1906076.941902
  nChanged 193
		SP:Iteration 107Q (47708.780000 sec): 3 clusters
  Score: Raw -1909408.745308 + Penalty 3257.821670 = -1906150.923639
  nChanged 181
		SP:Iteration 108Q (47709.070000 sec): 3 clusters
  Score: Raw -1909477.156778 + Penalty 3257.821670 = -1906219.335108
  nChanged 155
		SP:Iteration 109Q (47709.370000 sec): 3 clusters
  Score: Raw -1909537.980766 + Penalty 3257.821670 = -1906280.159097
  nChanged 157
		SP:Iteration 110Q (47709.660000 sec): 3 clusters
  Score: Raw -1909603.148114 + Penalty 3257.821670 = -1906345.326445
  nChanged 151
		SP:Iteration 111Q (47709.970000 sec): 3 clusters
  Score: Raw -1909658.456032 + Penalty 3257.821670 = -1906400.634363
  nChanged 117
		SP:Iteration 112Q (47710.230000 sec): 3 clusters
  Score: Raw -1909699.610081 + Penalty 3257.821670 = -1906441.788411
  nChanged 95
		SP:Iteration 113Q (47710.570000 sec): 3 clusters
  Score: Raw -1909735.408762 + Penalty 3257.821670 = -1906477.587092
  nChanged 92
		SP:Iteration 114Q (47710.850000 sec): 3 clusters
  Score: Raw -1909775.768582 + Penalty 3257.821670 = -1906517.946912
  nChanged 103
		SP:Iteration 115Q (47711.140000 sec): 3 clusters
  Score: Raw -1909823.201205 + Penalty 3257.821670 = -1906565.379535
  nChanged 106
		SP:Iteration 116Q (47711.530000 sec): 3 clusters
  Score: Raw -1909870.308036 + Penalty 3257.821670 = -1906612.486366
  nChanged 105
		SP:Iteration 117Q (47711.820000 sec): 3 clusters
  Score: Raw -1909925.384495 + Penalty 3257.821670 = -1906667.562826
  nChanged 111
		SP:Iteration 118Q (47712.110000 sec): 3 clusters
  Score: Raw -1909988.180884 + Penalty 3257.821670 = -1906730.359215
  nChanged 95
		SP:Iteration 119Q (47712.370000 sec): 3 clusters
  Score: Raw -1910041.974671 + Penalty 3257.821670 = -1906784.153001
  nChanged 83
		SP:Iteration 120F (47712.670000 sec): 3 clusters
  Score: Raw -1910084.644471 + Penalty 3257.821670 = -1906826.822802
  nChanged 78
		SP:Iteration 121Q (47712.930000 sec): 3 clusters
  Score: Raw -1910121.550681 + Penalty 3257.821670 = -1906863.729011
  nChanged 68
		SP:Iteration 122Q (47713.250000 sec): 3 clusters
  Score: Raw -1910155.711784 + Penalty 3257.821670 = -1906897.890114
  nChanged 63
		SP:Iteration 123Q (47713.530000 sec): 3 clusters
  Score: Raw -1910186.333082 + Penalty 3257.821670 = -1906928.511413
  nChanged 51
		SP:Iteration 124Q (47713.850000 sec): 3 clusters
  Score: Raw -1910211.378611 + Penalty 3257.821670 = -1906953.556941
  nChanged 44
		SP:Iteration 125Q (47714.130000 sec): 3 clusters
  Score: Raw -1910230.750028 + Penalty 3257.821670 = -1906972.928359
  nChanged 41
		SP:Iteration 126Q (47714.430000 sec): 3 clusters
  Score: Raw -1910249.555160 + Penalty 3257.821670 = -1906991.733490
  nChanged 33
		SP:Iteration 127Q (47714.640000 sec): 3 clusters
  Score: Raw -1910263.260409 + Penalty 3257.821670 = -1907005.438739
  nChanged 25
		SP:Iteration 128Q (47714.880000 sec): 3 clusters
  Score: Raw -1910276.492582 + Penalty 3257.821670 = -1907018.670912
  nChanged 29
		SP:Iteration 129Q (47715.210000 sec): 3 clusters
  Score: Raw -1910293.176056 + Penalty 3257.821670 = -1907035.354386
  nChanged 25
		SP:Iteration 130Q (47715.510000 sec): 3 clusters
  Score: Raw -1910306.393292 + Penalty 3257.821670 = -1907048.571622
  nChanged 23
		SP:Iteration 131Q (47715.830000 sec): 3 clusters
  Score: Raw -1910317.503256 + Penalty 3257.821670 = -1907059.681586
  nChanged 19
		SP:Iteration 132Q (47716.110000 sec): 3 clusters
  Score: Raw -1910327.215400 + Penalty 3257.821670 = -1907069.393731
  nChanged 16
		SP:Iteration 133Q (47716.330000 sec): 3 clusters
  Score: Raw -1910337.525908 + Penalty 3257.821670 = -1907079.704238
  nChanged 16
		SP:Iteration 134Q (47716.570000 sec): 3 clusters
  Score: Raw -1910346.321302 + Penalty 3257.821670 = -1907088.499632
  nChanged 19
		SP:Iteration 135Q (47716.910000 sec): 3 clusters
  Score: Raw -1910358.301786 + Penalty 3257.821670 = -1907100.480116
  nChanged 17
		SP:Iteration 136Q (47717.210000 sec): 3 clusters
  Score: Raw -1910371.688806 + Penalty 3257.821670 = -1907113.867137
  nChanged 17
		SP:Iteration 137Q (47717.460000 sec): 3 clusters
  Score: Raw -1910381.658172 + Penalty 3257.821670 = -1907123.836503
  nChanged 11
		SP:Iteration 138Q (47717.780000 sec): 3 clusters
  Score: Raw -1910387.835732 + Penalty 3257.821670 = -1907130.014062
  nChanged 7
		SP:Iteration 139Q (47718.070000 sec): 3 clusters
  Score: Raw -1910390.282315 + Penalty 3257.821670 = -1907132.460646
  nChanged 4
		SP:Iteration 140F (47718.370000 sec): 3 clusters
  Score: Raw -1910391.677505 + Penalty 3257.821670 = -1907133.855836
  nChanged 2
		SP:Iteration 141Q (47718.690000 sec): 3 clusters
  Score: Raw -1910391.902110 + Penalty 3257.821670 = -1907134.080440
  nChanged 0
		SP:Iteration 142F (47719.000000 sec): 3 clusters
  Score: Raw -1910391.902110 + Penalty 3257.821670 = -1907134.080440
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 33 (3347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47719.180000 sec): 2 clusters
  Score: Raw -240352.860847 + Penalty 1318.820701 = -239034.040145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47719.350000 sec): 3 clusters
  Score: Raw -238845.401439 + Penalty 2637.641403 = -236207.760036
  nChanged 1297
		SP:Iteration 1F (47719.510000 sec): 3 clusters
  Score: Raw -239757.209114 + Penalty 2637.641403 = -237119.567711
  nChanged 315
		SP:Iteration 2F (47719.710000 sec): 3 clusters
  Score: Raw -240061.395382 + Penalty 2637.641403 = -237423.753979
  nChanged 221
		SP:Iteration 3F (47719.880000 sec): 3 clusters
  Score: Raw -240277.250167 + Penalty 2637.641403 = -237639.608764
  nChanged 194
		SP:Iteration 4F (47720.050000 sec): 3 clusters
  Score: Raw -240458.224504 + Penalty 2637.641403 = -237820.583101
  nChanged 154
		SP:Iteration 5Q (47720.200000 sec): 3 clusters
  Score: Raw -240583.367425 + Penalty 2637.641403 = -237945.726022
  nChanged 125
		SP:Iteration 6Q (47720.410000 sec): 3 clusters
  Score: Raw -240671.767715 + Penalty 2637.641403 = -238034.126312
  nChanged 89
		SP:Iteration 7Q (47720.550000 sec): 3 clusters
  Score: Raw -240742.432632 + Penalty 2637.641403 = -238104.791229
  nChanged 83
		SP:Iteration 8Q (47720.730000 sec): 3 clusters
  Score: Raw -240797.058988 + Penalty 2637.641403 = -238159.417586
  nChanged 79
		SP:Iteration 9Q (47720.900000 sec): 3 clusters
  Score: Raw -240843.351847 + Penalty 2637.641403 = -238205.710444
  nChanged 61
		SP:Iteration 10Q (47721.070000 sec): 3 clusters
  Score: Raw -240877.978595 + Penalty 2637.641403 = -238240.337192
  nChanged 55
		SP:Iteration 11Q (47721.210000 sec): 3 clusters
  Score: Raw -240905.923836 + Penalty 2637.641403 = -238268.282433
  nChanged 34
		SP:Iteration 12Q (47721.410000 sec): 3 clusters
  Score: Raw -240919.519001 + Penalty 2637.641403 = -238281.877598
  nChanged 28
		SP:Iteration 13Q (47721.550000 sec): 3 clusters
  Score: Raw -240935.942088 + Penalty 2637.641403 = -238298.300685
  nChanged 28
		SP:Iteration 14Q (47721.770000 sec): 3 clusters
  Score: Raw -240949.474515 + Penalty 2637.641403 = -238311.833112
  nChanged 26
		SP:Iteration 15Q (47721.960000 sec): 3 clusters
  Score: Raw -240961.773487 + Penalty 2637.641403 = -238324.132084
  nChanged 21
		SP:Iteration 16Q (47722.160000 sec): 3 clusters
  Score: Raw -240969.852828 + Penalty 2637.641403 = -238332.211425
  nChanged 19
		SP:Iteration 17Q (47722.340000 sec): 3 clusters
  Score: Raw -240978.387173 + Penalty 2637.641403 = -238340.745770
  nChanged 23
		SP:Iteration 18Q (47722.500000 sec): 3 clusters
  Score: Raw -240986.369959 + Penalty 2637.641403 = -238348.728556
  nChanged 14
		SP:Iteration 19Q (47722.670000 sec): 3 clusters
  Score: Raw -240994.650918 + Penalty 2637.641403 = -238357.009515
  nChanged 16
		SP:Iteration 20F (47722.840000 sec): 3 clusters
  Score: Raw -241004.960969 + Penalty 2637.641403 = -238367.319566
  nChanged 24
		SP:Iteration 21Q (47723.060000 sec): 3 clusters
  Score: Raw -241016.745621 + Penalty 2637.641403 = -238379.104218
  nChanged 25
		SP:Iteration 22Q (47723.230000 sec): 3 clusters
  Score: Raw -241033.590289 + Penalty 2637.641403 = -238395.948886
  nChanged 35
		SP:Iteration 23Q (47723.380000 sec): 3 clusters
  Score: Raw -241051.052017 + Penalty 2637.641403 = -238413.410614
  nChanged 26
		SP:Iteration 24Q (47723.570000 sec): 3 clusters
  Score: Raw -241062.798423 + Penalty 2637.641403 = -238425.157020
  nChanged 28
		SP:Iteration 25Q (47723.760000 sec): 3 clusters
  Score: Raw -241077.158327 + Penalty 2637.641403 = -238439.516924
  nChanged 22
		SP:Iteration 26Q (47723.950000 sec): 3 clusters
  Score: Raw -241087.245259 + Penalty 2637.641403 = -238449.603856
  nChanged 21
		SP:Iteration 27Q (47724.150000 sec): 3 clusters
  Score: Raw -241096.182149 + Penalty 2637.641403 = -238458.540746
  nChanged 14
		SP:Iteration 28Q (47724.330000 sec): 3 clusters
  Score: Raw -241100.163812 + Penalty 2637.641403 = -238462.522409
  nChanged 12
		SP:Iteration 29Q (47724.550000 sec): 3 clusters
  Score: Raw -241104.826714 + Penalty 2637.641403 = -238467.185311
  nChanged 17
		SP:Iteration 30Q (47724.740000 sec): 3 clusters
  Score: Raw -241110.566363 + Penalty 2637.641403 = -238472.924961
  nChanged 12
		SP:Iteration 31Q (47724.900000 sec): 3 clusters
  Score: Raw -241113.448429 + Penalty 2637.641403 = -238475.807026
  nChanged 7
		SP:Iteration 32Q (47725.100000 sec): 3 clusters
  Score: Raw -241115.265188 + Penalty 2637.641403 = -238477.623785
  nChanged 5
		SP:Iteration 33Q (47725.260000 sec): 3 clusters
  Score: Raw -241117.816791 + Penalty 2637.641403 = -238480.175388
  nChanged 6
		SP:Iteration 34Q (47725.430000 sec): 3 clusters
  Score: Raw -241119.431280 + Penalty 2637.641403 = -238481.789877
  nChanged 3
		SP:Iteration 35Q (47725.600000 sec): 3 clusters
  Score: Raw -241120.399548 + Penalty 2637.641403 = -238482.758145
  nChanged 5
		SP:Iteration 36Q (47725.800000 sec): 3 clusters
  Score: Raw -241121.604993 + Penalty 2637.641403 = -238483.963590
  nChanged 8
		SP:Iteration 37Q (47725.990000 sec): 3 clusters
  Score: Raw -241123.722149 + Penalty 2637.641403 = -238486.080746
  nChanged 4
		SP:Iteration 38Q (47726.170000 sec): 3 clusters
  Score: Raw -241125.806805 + Penalty 2637.641403 = -238488.165402
  nChanged 3
		SP:Iteration 39Q (47726.350000 sec): 3 clusters
  Score: Raw -241126.343321 + Penalty 2637.641403 = -238488.701918
  nChanged 2
		SP:Iteration 40F (47726.600000 sec): 3 clusters
  Score: Raw -241126.743211 + Penalty 2637.641403 = -238489.101808
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 34 (22494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47726.880000 sec): 2 clusters
  Score: Raw -1916966.494834 + Penalty 1628.413131 = -1915338.081702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47727.170000 sec): 3 clusters
  Score: Raw -1903258.647933 + Penalty 3256.826263 = -1900001.821670
  nChanged 10304
		SP:Iteration 1F (47727.460000 sec): 3 clusters
  Score: Raw -1908868.104493 + Penalty 3256.826263 = -1905611.278230
  nChanged 1069
		SP:Iteration 2Q (47727.720000 sec): 3 clusters
  Score: Raw -1909243.234737 + Penalty 3256.826263 = -1905986.408475
  nChanged 1050
		SP:Iteration 3Q (47728.030000 sec): 3 clusters
  Score: Raw -1909658.565194 + Penalty 3256.826263 = -1906401.738931
  nChanged 1115
		SP:Iteration 4Q (47728.330000 sec): 3 clusters
  Score: Raw -1910198.542422 + Penalty 3256.826263 = -1906941.716159
  nChanged 1310
		SP:Iteration 5F (47728.590000 sec): 3 clusters
  Score: Raw -1910949.762205 + Penalty 3256.826263 = -1907692.935942
  nChanged 1401
		SP:Iteration 6F (47728.930000 sec): 3 clusters
  Score: Raw -1911881.961729 + Penalty 3256.826263 = -1908625.135466
  nChanged 1460
		SP:Iteration 7F (47729.210000 sec): 3 clusters
  Score: Raw -1912980.334406 + Penalty 3256.826263 = -1909723.508143
  nChanged 1439
		SP:Iteration 8F (47729.570000 sec): 3 clusters
  Score: Raw -1914251.892960 + Penalty 3256.826263 = -1910995.066697
  nChanged 1197
		SP:Iteration 9F (47729.850000 sec): 3 clusters
  Score: Raw -1915491.338226 + Penalty 3256.826263 = -1912234.511963
  nChanged 807
		SP:Iteration 10Q (47730.230000 sec): 3 clusters
  Score: Raw -1916408.433951 + Penalty 3256.826263 = -1913151.607688
  nChanged 511
		SP:Iteration 11Q (47730.550000 sec): 3 clusters
  Score: Raw -1916883.566097 + Penalty 3256.826263 = -1913626.739834
  nChanged 321
		SP:Iteration 12Q (47730.830000 sec): 3 clusters
  Score: Raw -1917081.403202 + Penalty 3256.826263 = -1913824.576939
  nChanged 223
		SP:Iteration 13Q (47731.160000 sec): 3 clusters
  Score: Raw -1917185.725334 + Penalty 3256.826263 = -1913928.899072
  nChanged 154
		SP:Iteration 14Q (47731.430000 sec): 3 clusters
  Score: Raw -1917241.819465 + Penalty 3256.826263 = -1913984.993202
  nChanged 105
		SP:Iteration 15Q (47731.740000 sec): 3 clusters
  Score: Raw -1917270.240192 + Penalty 3256.826263 = -1914013.413929
  nChanged 82
		SP:Iteration 16Q (47732.080000 sec): 3 clusters
  Score: Raw -1917289.418649 + Penalty 3256.826263 = -1914032.592386
  nChanged 77
		SP:Iteration 17Q (47732.440000 sec): 3 clusters
  Score: Raw -1917309.477736 + Penalty 3256.826263 = -1914052.651473
  nChanged 72
		SP:Iteration 18Q (47732.730000 sec): 3 clusters
  Score: Raw -1917326.494663 + Penalty 3256.826263 = -1914069.668400
  nChanged 71
		SP:Iteration 19Q (47733.070000 sec): 3 clusters
  Score: Raw -1917343.759523 + Penalty 3256.826263 = -1914086.933260
  nChanged 57
		SP:Iteration 20F (47733.340000 sec): 3 clusters
  Score: Raw -1917357.377031 + Penalty 3256.826263 = -1914100.550768
  nChanged 47
		SP:Iteration 21Q (47733.660000 sec): 3 clusters
  Score: Raw -1917366.679616 + Penalty 3256.826263 = -1914109.853353
  nChanged 36
		SP:Iteration 22Q (47733.970000 sec): 3 clusters
  Score: Raw -1917372.911356 + Penalty 3256.826263 = -1914116.085093
  nChanged 28
		SP:Iteration 23Q (47734.300000 sec): 3 clusters
  Score: Raw -1917377.683376 + Penalty 3256.826263 = -1914120.857113
  nChanged 23
		SP:Iteration 24Q (47734.580000 sec): 3 clusters
  Score: Raw -1917381.656224 + Penalty 3256.826263 = -1914124.829962
  nChanged 24
		SP:Iteration 25Q (47734.930000 sec): 3 clusters
  Score: Raw -1917385.528025 + Penalty 3256.826263 = -1914128.701762
  nChanged 20
		SP:Iteration 26Q (47735.220000 sec): 3 clusters
  Score: Raw -1917389.238024 + Penalty 3256.826263 = -1914132.411761
  nChanged 24
		SP:Iteration 27Q (47735.480000 sec): 3 clusters
  Score: Raw -1917393.653202 + Penalty 3256.826263 = -1914136.826939
  nChanged 26
		SP:Iteration 28Q (47735.770000 sec): 3 clusters
  Score: Raw -1917398.823102 + Penalty 3256.826263 = -1914141.996840
  nChanged 21
		SP:Iteration 29Q (47736.080000 sec): 3 clusters
  Score: Raw -1917402.296367 + Penalty 3256.826263 = -1914145.470104
  nChanged 23
		SP:Iteration 30Q (47736.380000 sec): 3 clusters
  Score: Raw -1917406.473684 + Penalty 3256.826263 = -1914149.647421
  nChanged 23
		SP:Iteration 31Q (47736.630000 sec): 3 clusters
  Score: Raw -1917410.918729 + Penalty 3256.826263 = -1914154.092466
  nChanged 22
		SP:Iteration 32Q (47736.960000 sec): 3 clusters
  Score: Raw -1917414.942757 + Penalty 3256.826263 = -1914158.116494
  nChanged 17
		SP:Iteration 33Q (47737.230000 sec): 3 clusters
  Score: Raw -1917417.409669 + Penalty 3256.826263 = -1914160.583406
  nChanged 13
		SP:Iteration 34Q (47737.480000 sec): 3 clusters
  Score: Raw -1917419.451169 + Penalty 3256.826263 = -1914162.624906
  nChanged 18
		SP:Iteration 35Q (47737.800000 sec): 3 clusters
  Score: Raw -1917422.703068 + Penalty 3256.826263 = -1914165.876805
  nChanged 16
		SP:Iteration 36Q (47738.100000 sec): 3 clusters
  Score: Raw -1917425.233252 + Penalty 3256.826263 = -1914168.406989
  nChanged 7
		SP:Iteration 37Q (47738.440000 sec): 3 clusters
  Score: Raw -1917426.225998 + Penalty 3256.826263 = -1914169.399735
  nChanged 5
		SP:Iteration 38Q (47738.740000 sec): 3 clusters
  Score: Raw -1917426.663114 + Penalty 3256.826263 = -1914169.836851
  nChanged 3
		SP:Iteration 39Q (47739.010000 sec): 3 clusters
  Score: Raw -1917427.021473 + Penalty 3256.826263 = -1914170.195210
  nChanged 2
		SP:Iteration 40F (47739.220000 sec): 3 clusters
  Score: Raw -1917427.173596 + Penalty 3256.826263 = -1914170.347333
  nChanged 2
		SP:Iteration 41Q (47739.580000 sec): 3 clusters
  Score: Raw -1917427.322477 + Penalty 3256.826263 = -1914170.496214
  nChanged 2
		SP:Iteration 42Q (47739.840000 sec): 3 clusters
  Score: Raw -1917427.619550 + Penalty 3256.826263 = -1914170.793287
  nChanged 1
		SP:Iteration 43Q (47740.110000 sec): 3 clusters
  Score: Raw -1917427.708381 + Penalty 3256.826263 = -1914170.882118
  nChanged 1
		SP:Iteration 44Q (47740.410000 sec): 3 clusters
  Score: Raw -1917427.853524 + Penalty 3256.826263 = -1914171.027261
  nChanged 1
		SP:Iteration 45Q (47740.770000 sec): 3 clusters
  Score: Raw -1917427.936817 + Penalty 3256.826263 = -1914171.110554
  nChanged 1
		SP:Iteration 46Q (47741.080000 sec): 3 clusters
  Score: Raw -1917428.247831 + Penalty 3256.826263 = -1914171.421568
  nChanged 4
		SP:Iteration 47Q (47741.370000 sec): 3 clusters
  Score: Raw -1917428.869045 + Penalty 3256.826263 = -1914172.042782
  nChanged 5
		SP:Iteration 48Q (47741.680000 sec): 3 clusters
  Score: Raw -1917429.647808 + Penalty 3256.826263 = -1914172.821545
  nChanged 4
		SP:Iteration 49Q (47742.020000 sec): 3 clusters
  Score: Raw -1917430.077212 + Penalty 3256.826263 = -1914173.250949
  nChanged 4
		SP:Iteration 50Q (47742.340000 sec): 3 clusters
  Score: Raw -1917430.483134 + Penalty 3256.826263 = -1914173.656871
  nChanged 4
		SP:Iteration 51Q (47742.660000 sec): 3 clusters
  Score: Raw -1917430.935220 + Penalty 3256.826263 = -1914174.108957
  nChanged 4
		SP:Iteration 52Q (47743.060000 sec): 3 clusters
  Score: Raw -1917431.469868 + Penalty 3256.826263 = -1914174.643605
  nChanged 4
		SP:Iteration 53Q (47743.330000 sec): 3 clusters
  Score: Raw -1917431.870531 + Penalty 3256.826263 = -1914175.044268
  nChanged 3
		SP:Iteration 54Q (47743.650000 sec): 3 clusters
  Score: Raw -1917432.316046 + Penalty 3256.826263 = -1914175.489783
  nChanged 4
		SP:Iteration 55Q (47743.990000 sec): 3 clusters
  Score: Raw -1917432.687269 + Penalty 3256.826263 = -1914175.861006
  nChanged 4
		SP:Iteration 56Q (47744.300000 sec): 3 clusters
  Score: Raw -1917433.066706 + Penalty 3256.826263 = -1914176.240443
  nChanged 4
		SP:Iteration 57Q (47744.610000 sec): 3 clusters
  Score: Raw -1917433.603650 + Penalty 3256.826263 = -1914176.777388
  nChanged 2
		SP:Iteration 58Q (47744.950000 sec): 3 clusters
  Score: Raw -1917433.794460 + Penalty 3256.826263 = -1914176.968197
  nChanged 2
		SP:Iteration 59Q (47745.280000 sec): 3 clusters
  Score: Raw -1917434.011404 + Penalty 3256.826263 = -1914177.185141
  nChanged 3
		SP:Iteration 60F (47745.570000 sec): 3 clusters
  Score: Raw -1917434.230689 + Penalty 3256.826263 = -1914177.404426
  nChanged 1
		SP:Iteration 61Q (47745.890000 sec): 3 clusters
  Score: Raw -1917434.349323 + Penalty 3256.826263 = -1914177.523060
  nChanged 0
		SP:Iteration 62F (47746.220000 sec): 3 clusters
  Score: Raw -1917434.349323 + Penalty 3256.826263 = -1914177.523060
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 35 (9669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47746.330000 sec): 2 clusters
  Score: Raw -840297.283322 + Penalty 1491.210528 = -838806.072794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47746.590000 sec): 3 clusters
  Score: Raw -834840.568870 + Penalty 2982.421055 = -831858.147815
  nChanged 4216
		SP:Iteration 1F (47746.800000 sec): 3 clusters
  Score: Raw -837106.067706 + Penalty 2982.421055 = -834123.646650
  nChanged 550
		SP:Iteration 2F (47747.030000 sec): 3 clusters
  Score: Raw -837342.161831 + Penalty 2982.421055 = -834359.740776
  nChanged 493
		SP:Iteration 3F (47747.260000 sec): 3 clusters
  Score: Raw -837563.431797 + Penalty 2982.421055 = -834581.010742
  nChanged 437
		SP:Iteration 4Q (47747.440000 sec): 3 clusters
  Score: Raw -837759.413741 + Penalty 2982.421055 = -834776.992685
  nChanged 479
		SP:Iteration 5Q (47747.630000 sec): 3 clusters
  Score: Raw -838021.890639 + Penalty 2982.421055 = -835039.469583
  nChanged 514
		SP:Iteration 6F (47747.890000 sec): 3 clusters
  Score: Raw -838344.104242 + Penalty 2982.421055 = -835361.683187
  nChanged 516
		SP:Iteration 7F (47748.150000 sec): 3 clusters
  Score: Raw -838686.924403 + Penalty 2982.421055 = -835704.503347
  nChanged 483
		SP:Iteration 8Q (47748.430000 sec): 3 clusters
  Score: Raw -839043.963662 + Penalty 2982.421055 = -836061.542606
  nChanged 457
		SP:Iteration 9Q (47748.640000 sec): 3 clusters
  Score: Raw -839393.678695 + Penalty 2982.421055 = -836411.257640
  nChanged 365
		SP:Iteration 10Q (47748.840000 sec): 3 clusters
  Score: Raw -839679.193215 + Penalty 2982.421055 = -836696.772159
  nChanged 316
		SP:Iteration 11Q (47748.980000 sec): 3 clusters
  Score: Raw -839921.655537 + Penalty 2982.421055 = -836939.234481
  nChanged 242
		SP:Iteration 12Q (47749.150000 sec): 3 clusters
  Score: Raw -840120.813189 + Penalty 2982.421055 = -837138.392134
  nChanged 158
		SP:Iteration 13Q (47749.320000 sec): 3 clusters
  Score: Raw -840252.375323 + Penalty 2982.421055 = -837269.954268
  nChanged 135
		SP:Iteration 14Q (47749.490000 sec): 3 clusters
  Score: Raw -840355.943969 + Penalty 2982.421055 = -837373.522914
  nChanged 75
		SP:Iteration 15Q (47749.660000 sec): 3 clusters
  Score: Raw -840424.914809 + Penalty 2982.421055 = -837442.493754
  nChanged 51
		SP:Iteration 16Q (47749.830000 sec): 3 clusters
  Score: Raw -840476.611446 + Penalty 2982.421055 = -837494.190390
  nChanged 45
		SP:Iteration 17Q (47750.010000 sec): 3 clusters
  Score: Raw -840519.633705 + Penalty 2982.421055 = -837537.212649
  nChanged 29
		SP:Iteration 18Q (47750.180000 sec): 3 clusters
  Score: Raw -840555.269208 + Penalty 2982.421055 = -837572.848153
  nChanged 32
		SP:Iteration 19Q (47750.410000 sec): 3 clusters
  Score: Raw -840580.712635 + Penalty 2982.421055 = -837598.291579
  nChanged 25
		SP:Iteration 20F (47750.630000 sec): 3 clusters
  Score: Raw -840600.505579 + Penalty 2982.421055 = -837618.084524
  nChanged 28
		SP:Iteration 21Q (47750.820000 sec): 3 clusters
  Score: Raw -840616.980293 + Penalty 2982.421055 = -837634.559238
  nChanged 16
		SP:Iteration 22Q (47751.010000 sec): 3 clusters
  Score: Raw -840626.377350 + Penalty 2982.421055 = -837643.956295
  nChanged 8
		SP:Iteration 23Q (47751.260000 sec): 3 clusters
  Score: Raw -840631.940356 + Penalty 2982.421055 = -837649.519301
  nChanged 5
		SP:Iteration 24Q (47751.390000 sec): 3 clusters
  Score: Raw -840635.619318 + Penalty 2982.421055 = -837653.198262
  nChanged 1
		SP:Iteration 25Q (47751.560000 sec): 3 clusters
  Score: Raw -840635.853291 + Penalty 2982.421055 = -837653.432236
  nChanged 2
		SP:Iteration 26Q (47751.730000 sec): 3 clusters
  Score: Raw -840636.730176 + Penalty 2982.421055 = -837654.309121
  nChanged 3
		SP:Iteration 27Q (47751.910000 sec): 3 clusters
  Score: Raw -840638.321792 + Penalty 2982.421055 = -837655.900737
  nChanged 2
		SP:Iteration 28Q (47752.070000 sec): 3 clusters
  Score: Raw -840639.596229 + Penalty 2982.421055 = -837657.175174
  nChanged 5
		SP:Iteration 29Q (47752.230000 sec): 3 clusters
  Score: Raw -840641.532327 + Penalty 2982.421055 = -837659.111271
  nChanged 2
		SP:Iteration 30Q (47752.390000 sec): 3 clusters
  Score: Raw -840642.647122 + Penalty 2982.421055 = -837660.226067
  nChanged 3
		SP:Iteration 31Q (47752.550000 sec): 3 clusters
  Score: Raw -840644.471207 + Penalty 2982.421055 = -837662.050151
  nChanged 2
		SP:Iteration 32Q (47752.710000 sec): 3 clusters
  Score: Raw -840645.193177 + Penalty 2982.421055 = -837662.772121
  nChanged 0
		SP:Iteration 33F (47752.870000 sec): 3 clusters
  Score: Raw -840645.193177 + Penalty 2982.421055 = -837662.772121
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 36 (4110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47752.970000 sec): 2 clusters
  Score: Raw -330700.865848 + Penalty 1352.191475 = -329348.674373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47753.130000 sec): 3 clusters
  Score: Raw -328654.654959 + Penalty 2704.382950 = -325950.272009
  nChanged 1590
		SP:Iteration 1F (47753.290000 sec): 3 clusters
  Score: Raw -329567.345175 + Penalty 2704.382950 = -326862.962225
  nChanged 303
		SP:Iteration 2F (47753.450000 sec): 3 clusters
  Score: Raw -329736.950032 + Penalty 2704.382950 = -327032.567082
  nChanged 214
		SP:Iteration 3F (47753.610000 sec): 3 clusters
  Score: Raw -329850.333686 + Penalty 2704.382950 = -327145.950736
  nChanged 156
		SP:Iteration 4Q (47753.770000 sec): 3 clusters
  Score: Raw -329939.407981 + Penalty 2704.382950 = -327235.025031
  nChanged 130
		SP:Iteration 5Q (47753.930000 sec): 3 clusters
  Score: Raw -330012.093183 + Penalty 2704.382950 = -327307.710233
  nChanged 124
		SP:Iteration 6Q (47754.090000 sec): 3 clusters
  Score: Raw -330083.723370 + Penalty 2704.382950 = -327379.340420
  nChanged 109
		SP:Iteration 7Q (47754.250000 sec): 3 clusters
  Score: Raw -330144.272482 + Penalty 2704.382950 = -327439.889533
  nChanged 87
		SP:Iteration 8Q (47754.390000 sec): 3 clusters
  Score: Raw -330186.046094 + Penalty 2704.382950 = -327481.663144
  nChanged 95
		SP:Iteration 9Q (47754.530000 sec): 3 clusters
  Score: Raw -330234.463605 + Penalty 2704.382950 = -327530.080655
  nChanged 96
		SP:Iteration 10Q (47754.680000 sec): 3 clusters
  Score: Raw -330284.158733 + Penalty 2704.382950 = -327579.775783
  nChanged 84
		SP:Iteration 11Q (47754.830000 sec): 3 clusters
  Score: Raw -330320.690504 + Penalty 2704.382950 = -327616.307554
  nChanged 80
		SP:Iteration 12Q (47754.990000 sec): 3 clusters
  Score: Raw -330359.138614 + Penalty 2704.382950 = -327654.755664
  nChanged 76
		SP:Iteration 13Q (47755.150000 sec): 3 clusters
  Score: Raw -330401.199474 + Penalty 2704.382950 = -327696.816524
  nChanged 75
		SP:Iteration 14Q (47755.310000 sec): 3 clusters
  Score: Raw -330436.733984 + Penalty 2704.382950 = -327732.351034
  nChanged 59
		SP:Iteration 15Q (47755.510000 sec): 3 clusters
  Score: Raw -330463.621528 + Penalty 2704.382950 = -327759.238578
  nChanged 64
		SP:Iteration 16Q (47755.670000 sec): 3 clusters
  Score: Raw -330492.250014 + Penalty 2704.382950 = -327787.867064
  nChanged 54
		SP:Iteration 17Q (47755.830000 sec): 3 clusters
  Score: Raw -330514.849091 + Penalty 2704.382950 = -327810.466141
  nChanged 60
		SP:Iteration 18Q (47755.980000 sec): 3 clusters
  Score: Raw -330539.759177 + Penalty 2704.382950 = -327835.376227
  nChanged 57
		SP:Iteration 19Q (47756.140000 sec): 3 clusters
  Score: Raw -330568.252174 + Penalty 2704.382950 = -327863.869224
  nChanged 67
		SP:Iteration 20F (47756.300000 sec): 3 clusters
  Score: Raw -330611.125960 + Penalty 2704.382950 = -327906.743010
  nChanged 81
		SP:Iteration 21Q (47756.460000 sec): 3 clusters
  Score: Raw -330655.615810 + Penalty 2704.382950 = -327951.232860
  nChanged 68
		SP:Iteration 22Q (47756.610000 sec): 3 clusters
  Score: Raw -330687.252254 + Penalty 2704.382950 = -327982.869304
  nChanged 63
		SP:Iteration 23Q (47756.770000 sec): 3 clusters
  Score: Raw -330717.558923 + Penalty 2704.382950 = -328013.175973
  nChanged 56
		SP:Iteration 24Q (47756.930000 sec): 3 clusters
  Score: Raw -330742.462670 + Penalty 2704.382950 = -328038.079720
  nChanged 40
		SP:Iteration 25Q (47757.090000 sec): 3 clusters
  Score: Raw -330757.629002 + Penalty 2704.382950 = -328053.246052
  nChanged 38
		SP:Iteration 26Q (47757.240000 sec): 3 clusters
  Score: Raw -330774.311299 + Penalty 2704.382950 = -328069.928349
  nChanged 43
		SP:Iteration 27Q (47757.400000 sec): 3 clusters
  Score: Raw -330794.004493 + Penalty 2704.382950 = -328089.621543
  nChanged 39
		SP:Iteration 28Q (47757.560000 sec): 3 clusters
  Score: Raw -330815.008627 + Penalty 2704.382950 = -328110.625677
  nChanged 46
		SP:Iteration 29Q (47757.720000 sec): 3 clusters
  Score: Raw -330837.299030 + Penalty 2704.382950 = -328132.916080
  nChanged 38
		SP:Iteration 30Q (47757.870000 sec): 3 clusters
  Score: Raw -330851.887583 + Penalty 2704.382950 = -328147.504633
  nChanged 34
		SP:Iteration 31Q (47758.030000 sec): 3 clusters
  Score: Raw -330866.663377 + Penalty 2704.382950 = -328162.280428
  nChanged 35
		SP:Iteration 32Q (47758.190000 sec): 3 clusters
  Score: Raw -330885.419281 + Penalty 2704.382950 = -328181.036331
  nChanged 42
		SP:Iteration 33Q (47758.350000 sec): 3 clusters
  Score: Raw -330906.836273 + Penalty 2704.382950 = -328202.453323
  nChanged 51
		SP:Iteration 34Q (47758.510000 sec): 3 clusters
  Score: Raw -330928.340627 + Penalty 2704.382950 = -328223.957677
  nChanged 41
		SP:Iteration 35Q (47758.660000 sec): 3 clusters
  Score: Raw -330943.952282 + Penalty 2704.382950 = -328239.569332
  nChanged 28
		SP:Iteration 36Q (47758.820000 sec): 3 clusters
  Score: Raw -330954.782501 + Penalty 2704.382950 = -328250.399551
  nChanged 23
		SP:Iteration 37Q (47758.980000 sec): 3 clusters
  Score: Raw -330963.062322 + Penalty 2704.382950 = -328258.679372
  nChanged 19
		SP:Iteration 38Q (47759.130000 sec): 3 clusters
  Score: Raw -330971.505710 + Penalty 2704.382950 = -328267.122761
  nChanged 22
		SP:Iteration 39Q (47759.290000 sec): 3 clusters
  Score: Raw -330980.083111 + Penalty 2704.382950 = -328275.700161
  nChanged 19
		SP:Iteration 40F (47759.450000 sec): 3 clusters
  Score: Raw -330985.222759 + Penalty 2704.382950 = -328280.839809
  nChanged 9
		SP:Iteration 41Q (47759.610000 sec): 3 clusters
  Score: Raw -330988.074087 + Penalty 2704.382950 = -328283.691137
  nChanged 9
		SP:Iteration 42Q (47759.770000 sec): 3 clusters
  Score: Raw -330991.535794 + Penalty 2704.382950 = -328287.152844
  nChanged 9
		SP:Iteration 43Q (47759.920000 sec): 3 clusters
  Score: Raw -330994.914759 + Penalty 2704.382950 = -328290.531809
  nChanged 8
		SP:Iteration 44Q (47760.080000 sec): 3 clusters
  Score: Raw -330998.004701 + Penalty 2704.382950 = -328293.621751
  nChanged 5
		SP:Iteration 45Q (47760.240000 sec): 3 clusters
  Score: Raw -330999.948265 + Penalty 2704.382950 = -328295.565316
  nChanged 7
		SP:Iteration 46Q (47760.410000 sec): 3 clusters
  Score: Raw -331001.329853 + Penalty 2704.382950 = -328296.946903
  nChanged 3
		SP:Iteration 47Q (47760.610000 sec): 3 clusters
  Score: Raw -331001.858236 + Penalty 2704.382950 = -328297.475286
  nChanged 1
		SP:Iteration 48Q (47760.800000 sec): 3 clusters
  Score: Raw -331002.003276 + Penalty 2704.382950 = -328297.620326
  nChanged 0
		SP:Iteration 49F (47760.930000 sec): 3 clusters
  Score: Raw -331002.003276 + Penalty 2704.382950 = -328297.620326
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 37 (157962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47761.810000 sec): 2 clusters
  Score: Raw -13555660.604141 + Penalty 1945.142839 = -13553715.461302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47762.870000 sec): 3 clusters
  Score: Raw -13451642.235258 + Penalty 3890.285677 = -13447751.949581
  nChanged 76047
		SP:Iteration 1F (47763.880000 sec): 3 clusters
  Score: Raw -13497709.112914 + Penalty 3890.285677 = -13493818.827237
  nChanged 7828
		SP:Iteration 2Q (47764.940000 sec): 3 clusters
  Score: Raw -13501223.284307 + Penalty 3890.285677 = -13497332.998630
  nChanged 10244
		SP:Iteration 3F (47766.030000 sec): 3 clusters
  Score: Raw -13506927.847772 + Penalty 3890.285677 = -13503037.562094
  nChanged 11750
		SP:Iteration 4F (47767.080000 sec): 3 clusters
  Score: Raw -13514116.961234 + Penalty 3890.285677 = -13510226.675557
  nChanged 11408
		SP:Iteration 5F (47768.190000 sec): 3 clusters
  Score: Raw -13521051.437322 + Penalty 3890.285677 = -13517161.151644
  nChanged 9975
		SP:Iteration 6F (47769.200000 sec): 3 clusters
  Score: Raw -13526875.525009 + Penalty 3890.285677 = -13522985.239332
  nChanged 8377
		SP:Iteration 7F (47770.190000 sec): 3 clusters
  Score: Raw -13531950.192483 + Penalty 3890.285677 = -13528059.906805
  nChanged 7467
		SP:Iteration 8Q (47771.230000 sec): 3 clusters
  Score: Raw -13537060.726857 + Penalty 3890.285677 = -13533170.441179
  nChanged 7048
		SP:Iteration 9Q (47772.400000 sec): 3 clusters
  Score: Raw -13542740.481595 + Penalty 3890.285677 = -13538850.195917
  nChanged 6214
		SP:Iteration 10Q (47773.650000 sec): 3 clusters
  Score: Raw -13548413.574106 + Penalty 3890.285677 = -13544523.288428
  nChanged 4423
		SP:Iteration 11Q (47774.860000 sec): 3 clusters
  Score: Raw -13552571.023448 + Penalty 3890.285677 = -13548680.737771
  nChanged 2227
		SP:Iteration 12Q (47775.930000 sec): 3 clusters
  Score: Raw -13554595.380696 + Penalty 3890.285677 = -13550705.095019
  nChanged 866
		SP:Iteration 13Q (47776.880000 sec): 3 clusters
  Score: Raw -13555341.203610 + Penalty 3890.285677 = -13551450.917933
  nChanged 321
		SP:Iteration 14Q (47777.950000 sec): 3 clusters
  Score: Raw -13555633.268332 + Penalty 3890.285677 = -13551742.982654
  nChanged 147
		SP:Iteration 15Q (47778.990000 sec): 3 clusters
  Score: Raw -13555771.925601 + Penalty 3890.285677 = -13551881.639924
  nChanged 76
		SP:Iteration 16Q (47779.900000 sec): 3 clusters
  Score: Raw -13555837.042878 + Penalty 3890.285677 = -13551946.757201
  nChanged 56
		SP:Iteration 17Q (47780.770000 sec): 3 clusters
  Score: Raw -13555885.710109 + Penalty 3890.285677 = -13551995.424431
  nChanged 42
		SP:Iteration 18Q (47781.710000 sec): 3 clusters
  Score: Raw -13555915.081850 + Penalty 3890.285677 = -13552024.796172
  nChanged 21
		SP:Iteration 19Q (47782.740000 sec): 3 clusters
  Score: Raw -13555932.105751 + Penalty 3890.285677 = -13552041.820074
  nChanged 18
		SP:Iteration 20F (47783.770000 sec): 3 clusters
  Score: Raw -13555945.465522 + Penalty 3890.285677 = -13552055.179845
  nChanged 14
		SP:Iteration 21Q (47784.890000 sec): 3 clusters
  Score: Raw -13555955.887901 + Penalty 3890.285677 = -13552065.602223
  nChanged 9
		SP:Iteration 22Q (47785.930000 sec): 3 clusters
  Score: Raw -13555960.895518 + Penalty 3890.285677 = -13552070.609840
  nChanged 6
		SP:Iteration 23Q (47787.010000 sec): 3 clusters
  Score: Raw -13555964.690522 + Penalty 3890.285677 = -13552074.404844
  nChanged 4
		SP:Iteration 24Q (47788.070000 sec): 3 clusters
  Score: Raw -13555968.781112 + Penalty 3890.285677 = -13552078.495435
  nChanged 3
		SP:Iteration 25Q (47789.170000 sec): 3 clusters
  Score: Raw -13555970.336882 + Penalty 3890.285677 = -13552080.051204
  nChanged 2
		SP:Iteration 26Q (47790.270000 sec): 3 clusters
  Score: Raw -13555972.079398 + Penalty 3890.285677 = -13552081.793721
  nChanged 4
		SP:Iteration 27Q (47791.320000 sec): 3 clusters
  Score: Raw -13555973.770393 + Penalty 3890.285677 = -13552083.484716
  nChanged 0
		SP:Iteration 28F (47792.410000 sec): 3 clusters
  Score: Raw -13555973.770393 + Penalty 3890.285677 = -13552083.484716
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 38 (10854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47792.650000 sec): 2 clusters
  Score: Raw -893663.053869 + Penalty 1509.996955 = -892153.056914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47792.960000 sec): 3 clusters
  Score: Raw -887430.931438 + Penalty 3019.993910 = -884410.937528
  nChanged 4697
		SP:Iteration 1F (47793.220000 sec): 3 clusters
  Score: Raw -889994.390849 + Penalty 3019.993910 = -886974.396938
  nChanged 684
		SP:Iteration 2F (47793.510000 sec): 3 clusters
  Score: Raw -890303.305330 + Penalty 3019.993910 = -887283.311420
  nChanged 593
		SP:Iteration 3F (47793.710000 sec): 3 clusters
  Score: Raw -890576.333677 + Penalty 3019.993910 = -887556.339767
  nChanged 536
		SP:Iteration 4Q (47793.920000 sec): 3 clusters
  Score: Raw -890830.900306 + Penalty 3019.993910 = -887810.906396
  nChanged 508
		SP:Iteration 5Q (47794.210000 sec): 3 clusters
  Score: Raw -891072.279183 + Penalty 3019.993910 = -888052.285273
  nChanged 474
		SP:Iteration 6Q (47794.430000 sec): 3 clusters
  Score: Raw -891311.444140 + Penalty 3019.993910 = -888291.450230
  nChanged 449
		SP:Iteration 7Q (47794.670000 sec): 3 clusters
  Score: Raw -891509.312758 + Penalty 3019.993910 = -888489.318848
  nChanged 405
		SP:Iteration 8Q (47794.930000 sec): 3 clusters
  Score: Raw -891720.323681 + Penalty 3019.993910 = -888700.329771
  nChanged 414
		SP:Iteration 9Q (47795.160000 sec): 3 clusters
  Score: Raw -891933.647299 + Penalty 3019.993910 = -888913.653389
  nChanged 386
		SP:Iteration 10Q (47795.400000 sec): 3 clusters
  Score: Raw -892140.275683 + Penalty 3019.993910 = -889120.281773
  nChanged 350
		SP:Iteration 11Q (47795.640000 sec): 3 clusters
  Score: Raw -892344.750407 + Penalty 3019.993910 = -889324.756497
  nChanged 330
		SP:Iteration 12Q (47795.870000 sec): 3 clusters
  Score: Raw -892525.192345 + Penalty 3019.993910 = -889505.198434
  nChanged 305
		SP:Iteration 13Q (47796.180000 sec): 3 clusters
  Score: Raw -892680.944829 + Penalty 3019.993910 = -889660.950919
  nChanged 243
		SP:Iteration 14Q (47796.480000 sec): 3 clusters
  Score: Raw -892792.235945 + Penalty 3019.993910 = -889772.242035
  nChanged 183
		SP:Iteration 15Q (47796.710000 sec): 3 clusters
  Score: Raw -892872.408077 + Penalty 3019.993910 = -889852.414167
  nChanged 188
		SP:Iteration 16Q (47796.880000 sec): 3 clusters
  Score: Raw -892945.148934 + Penalty 3019.993910 = -889925.155024
  nChanged 170
		SP:Iteration 17Q (47797.130000 sec): 3 clusters
  Score: Raw -893013.490020 + Penalty 3019.993910 = -889993.496110
  nChanged 168
		SP:Iteration 18Q (47797.370000 sec): 3 clusters
  Score: Raw -893081.321234 + Penalty 3019.993910 = -890061.327324
  nChanged 150
		SP:Iteration 19Q (47797.590000 sec): 3 clusters
  Score: Raw -893152.315133 + Penalty 3019.993910 = -890132.321222
  nChanged 161
		SP:Iteration 20F (47797.840000 sec): 3 clusters
  Score: Raw -893215.278405 + Penalty 3019.993910 = -890195.284494
  nChanged 142
		SP:Iteration 21Q (47798.080000 sec): 3 clusters
  Score: Raw -893265.355806 + Penalty 3019.993910 = -890245.361896
  nChanged 111
		SP:Iteration 22Q (47798.320000 sec): 3 clusters
  Score: Raw -893302.321453 + Penalty 3019.993910 = -890282.327543
  nChanged 107
		SP:Iteration 23Q (47798.560000 sec): 3 clusters
  Score: Raw -893334.632504 + Penalty 3019.993910 = -890314.638594
  nChanged 90
		SP:Iteration 24Q (47798.840000 sec): 3 clusters
  Score: Raw -893359.925083 + Penalty 3019.993910 = -890339.931173
  nChanged 80
		SP:Iteration 25Q (47799.070000 sec): 3 clusters
  Score: Raw -893381.491218 + Penalty 3019.993910 = -890361.497307
  nChanged 77
		SP:Iteration 26Q (47799.350000 sec): 3 clusters
  Score: Raw -893405.033646 + Penalty 3019.993910 = -890385.039736
  nChanged 79
		SP:Iteration 27Q (47799.580000 sec): 3 clusters
  Score: Raw -893430.467400 + Penalty 3019.993910 = -890410.473490
  nChanged 73
		SP:Iteration 28Q (47799.800000 sec): 3 clusters
  Score: Raw -893452.577330 + Penalty 3019.993910 = -890432.583420
  nChanged 65
		SP:Iteration 29Q (47799.970000 sec): 3 clusters
  Score: Raw -893472.838136 + Penalty 3019.993910 = -890452.844226
  nChanged 73
		SP:Iteration 30Q (47800.200000 sec): 3 clusters
  Score: Raw -893498.624141 + Penalty 3019.993910 = -890478.630231
  nChanged 89
		SP:Iteration 31Q (47800.430000 sec): 3 clusters
  Score: Raw -893528.011624 + Penalty 3019.993910 = -890508.017714
  nChanged 73
		SP:Iteration 32Q (47800.720000 sec): 3 clusters
  Score: Raw -893548.258681 + Penalty 3019.993910 = -890528.264771
  nChanged 53
		SP:Iteration 33Q (47800.940000 sec): 3 clusters
  Score: Raw -893562.112983 + Penalty 3019.993910 = -890542.119073
  nChanged 48
		SP:Iteration 34Q (47801.250000 sec): 3 clusters
  Score: Raw -893573.024095 + Penalty 3019.993910 = -890553.030185
  nChanged 27
		SP:Iteration 35Q (47801.510000 sec): 3 clusters
  Score: Raw -893579.766798 + Penalty 3019.993910 = -890559.772887
  nChanged 29
		SP:Iteration 36Q (47801.780000 sec): 3 clusters
  Score: Raw -893588.310804 + Penalty 3019.993910 = -890568.316894
  nChanged 41
		SP:Iteration 37Q (47802.000000 sec): 3 clusters
  Score: Raw -893598.831518 + Penalty 3019.993910 = -890578.837608
  nChanged 35
		SP:Iteration 38Q (47802.310000 sec): 3 clusters
  Score: Raw -893608.498854 + Penalty 3019.993910 = -890588.504944
  nChanged 37
		SP:Iteration 39Q (47802.570000 sec): 3 clusters
  Score: Raw -893618.375042 + Penalty 3019.993910 = -890598.381131
  nChanged 40
		SP:Iteration 40F (47802.820000 sec): 3 clusters
  Score: Raw -893631.034633 + Penalty 3019.993910 = -890611.040723
  nChanged 42
		SP:Iteration 41Q (47803.080000 sec): 3 clusters
  Score: Raw -893645.410564 + Penalty 3019.993910 = -890625.416654
  nChanged 50
		SP:Iteration 42Q (47803.300000 sec): 3 clusters
  Score: Raw -893661.676510 + Penalty 3019.993910 = -890641.682600
  nChanged 46
		SP:Iteration 43Q (47803.550000 sec): 3 clusters
  Score: Raw -893676.611353 + Penalty 3019.993910 = -890656.617442
  nChanged 49
		SP:Iteration 44Q (47803.780000 sec): 3 clusters
  Score: Raw -893691.400625 + Penalty 3019.993910 = -890671.406715
  nChanged 49
		SP:Iteration 45Q (47804.060000 sec): 3 clusters
  Score: Raw -893706.524989 + Penalty 3019.993910 = -890686.531079
  nChanged 46
		SP:Iteration 46Q (47804.270000 sec): 3 clusters
  Score: Raw -893718.609164 + Penalty 3019.993910 = -890698.615254
  nChanged 38
		SP:Iteration 47Q (47804.500000 sec): 3 clusters
  Score: Raw -893728.949189 + Penalty 3019.993910 = -890708.955279
  nChanged 31
		SP:Iteration 48Q (47804.710000 sec): 3 clusters
  Score: Raw -893737.818516 + Penalty 3019.993910 = -890717.824606
  nChanged 33
		SP:Iteration 49Q (47804.920000 sec): 3 clusters
  Score: Raw -893746.948562 + Penalty 3019.993910 = -890726.954651
  nChanged 33
		SP:Iteration 50Q (47805.190000 sec): 3 clusters
  Score: Raw -893757.289602 + Penalty 3019.993910 = -890737.295692
  nChanged 40
		SP:Iteration 51Q (47805.420000 sec): 3 clusters
  Score: Raw -893769.612782 + Penalty 3019.993910 = -890749.618872
  nChanged 40
		SP:Iteration 52Q (47805.660000 sec): 3 clusters
  Score: Raw -893782.769320 + Penalty 3019.993910 = -890762.775410
  nChanged 40
		SP:Iteration 53Q (47805.840000 sec): 3 clusters
  Score: Raw -893794.754525 + Penalty 3019.993910 = -890774.760615
  nChanged 39
		SP:Iteration 54Q (47806.080000 sec): 3 clusters
  Score: Raw -893808.117064 + Penalty 3019.993910 = -890788.123154
  nChanged 36
		SP:Iteration 55Q (47806.250000 sec): 3 clusters
  Score: Raw -893819.942796 + Penalty 3019.993910 = -890799.948885
  nChanged 38
		SP:Iteration 56Q (47806.520000 sec): 3 clusters
  Score: Raw -893832.580271 + Penalty 3019.993910 = -890812.586361
  nChanged 30
		SP:Iteration 57Q (47806.820000 sec): 3 clusters
  Score: Raw -893842.703061 + Penalty 3019.993910 = -890822.709151
  nChanged 27
		SP:Iteration 58Q (47807.090000 sec): 3 clusters
  Score: Raw -893853.068917 + Penalty 3019.993910 = -890833.075007
  nChanged 30
		SP:Iteration 59Q (47807.330000 sec): 3 clusters
  Score: Raw -893862.122176 + Penalty 3019.993910 = -890842.128266
  nChanged 24
		SP:Iteration 60F (47807.570000 sec): 3 clusters
  Score: Raw -893867.715591 + Penalty 3019.993910 = -890847.721681
  nChanged 21
		SP:Iteration 61Q (47807.790000 sec): 3 clusters
  Score: Raw -893872.648754 + Penalty 3019.993910 = -890852.654844
  nChanged 12
		SP:Iteration 62Q (47808.020000 sec): 3 clusters
  Score: Raw -893874.965437 + Penalty 3019.993910 = -890854.971527
  nChanged 6
		SP:Iteration 63Q (47808.260000 sec): 3 clusters
  Score: Raw -893876.652357 + Penalty 3019.993910 = -890856.658446
  nChanged 6
		SP:Iteration 64Q (47808.510000 sec): 3 clusters
  Score: Raw -893877.692813 + Penalty 3019.993910 = -890857.698902
  nChanged 7
		SP:Iteration 65Q (47808.660000 sec): 3 clusters
  Score: Raw -893879.142326 + Penalty 3019.993910 = -890859.148415
  nChanged 6
		SP:Iteration 66Q (47808.880000 sec): 3 clusters
  Score: Raw -893880.414017 + Penalty 3019.993910 = -890860.420107
  nChanged 7
		SP:Iteration 67Q (47809.120000 sec): 3 clusters
  Score: Raw -893882.891159 + Penalty 3019.993910 = -890862.897249
  nChanged 6
		SP:Iteration 68Q (47809.330000 sec): 3 clusters
  Score: Raw -893884.865759 + Penalty 3019.993910 = -890864.871848
  nChanged 12
		SP:Iteration 69Q (47809.580000 sec): 3 clusters
  Score: Raw -893887.662518 + Penalty 3019.993910 = -890867.668608
  nChanged 9
		SP:Iteration 70Q (47809.840000 sec): 3 clusters
  Score: Raw -893889.830733 + Penalty 3019.993910 = -890869.836822
  nChanged 11
		SP:Iteration 71Q (47810.040000 sec): 3 clusters
  Score: Raw -893892.099719 + Penalty 3019.993910 = -890872.105808
  nChanged 4
		SP:Iteration 72Q (47810.280000 sec): 3 clusters
  Score: Raw -893892.863123 + Penalty 3019.993910 = -890872.869213
  nChanged 5
		SP:Iteration 73Q (47810.530000 sec): 3 clusters
  Score: Raw -893894.230829 + Penalty 3019.993910 = -890874.236919
  nChanged 7
		SP:Iteration 74Q (47810.770000 sec): 3 clusters
  Score: Raw -893896.371394 + Penalty 3019.993910 = -890876.377483
  nChanged 8
		SP:Iteration 75Q (47811.040000 sec): 3 clusters
  Score: Raw -893898.101207 + Penalty 3019.993910 = -890878.107297
  nChanged 6
		SP:Iteration 76Q (47811.280000 sec): 3 clusters
  Score: Raw -893899.241534 + Penalty 3019.993910 = -890879.247624
  nChanged 5
		SP:Iteration 77Q (47811.500000 sec): 3 clusters
  Score: Raw -893900.429246 + Penalty 3019.993910 = -890880.435336
  nChanged 6
		SP:Iteration 78Q (47811.760000 sec): 3 clusters
  Score: Raw -893902.217499 + Penalty 3019.993910 = -890882.223589
  nChanged 3
		SP:Iteration 79Q (47812.000000 sec): 3 clusters
  Score: Raw -893902.813531 + Penalty 3019.993910 = -890882.819621
  nChanged 0
		SP:Iteration 80F (47812.180000 sec): 3 clusters
  Score: Raw -893902.813531 + Penalty 3019.993910 = -890882.819621
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 39 (3442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47812.320000 sec): 2 clusters
  Score: Raw -296737.478464 + Penalty 1323.368796 = -295414.109668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47812.470000 sec): 3 clusters
  Score: Raw -295086.536167 + Penalty 2646.737592 = -292439.798575
  nChanged 1328
		SP:Iteration 1F (47812.700000 sec): 3 clusters
  Score: Raw -295811.231365 + Penalty 2646.737592 = -293164.493773
  nChanged 240
		SP:Iteration 2F (47812.880000 sec): 3 clusters
  Score: Raw -295950.965289 + Penalty 2646.737592 = -293304.227697
  nChanged 163
		SP:Iteration 3Q (47813.140000 sec): 3 clusters
  Score: Raw -296038.197059 + Penalty 2646.737592 = -293391.459466
  nChanged 123
		SP:Iteration 4Q (47813.290000 sec): 3 clusters
  Score: Raw -296087.425667 + Penalty 2646.737592 = -293440.688074
  nChanged 73
		SP:Iteration 5Q (47813.420000 sec): 3 clusters
  Score: Raw -296114.371268 + Penalty 2646.737592 = -293467.633676
  nChanged 56
		SP:Iteration 6Q (47813.550000 sec): 3 clusters
  Score: Raw -296132.929987 + Penalty 2646.737592 = -293486.192394
  nChanged 44
		SP:Iteration 7Q (47813.760000 sec): 3 clusters
  Score: Raw -296147.359704 + Penalty 2646.737592 = -293500.622111
  nChanged 43
		SP:Iteration 8Q (47813.930000 sec): 3 clusters
  Score: Raw -296160.992886 + Penalty 2646.737592 = -293514.255294
  nChanged 45
		SP:Iteration 9Q (47814.090000 sec): 3 clusters
  Score: Raw -296174.212570 + Penalty 2646.737592 = -293527.474977
  nChanged 32
		SP:Iteration 10Q (47814.250000 sec): 3 clusters
  Score: Raw -296183.987024 + Penalty 2646.737592 = -293537.249431
  nChanged 34
		SP:Iteration 11Q (47814.410000 sec): 3 clusters
  Score: Raw -296196.012420 + Penalty 2646.737592 = -293549.274828
  nChanged 31
		SP:Iteration 12Q (47814.550000 sec): 3 clusters
  Score: Raw -296206.028189 + Penalty 2646.737592 = -293559.290597
  nChanged 25
		SP:Iteration 13Q (47814.740000 sec): 3 clusters
  Score: Raw -296218.549343 + Penalty 2646.737592 = -293571.811750
  nChanged 41
		SP:Iteration 14Q (47814.890000 sec): 3 clusters
  Score: Raw -296237.159447 + Penalty 2646.737592 = -293590.421855
  nChanged 42
		SP:Iteration 15Q (47815.050000 sec): 3 clusters
  Score: Raw -296254.862542 + Penalty 2646.737592 = -293608.124950
  nChanged 33
		SP:Iteration 16Q (47815.210000 sec): 3 clusters
  Score: Raw -296271.856676 + Penalty 2646.737592 = -293625.119084
  nChanged 44
		SP:Iteration 17Q (47815.370000 sec): 3 clusters
  Score: Raw -296290.962297 + Penalty 2646.737592 = -293644.224705
  nChanged 46
		SP:Iteration 18Q (47815.530000 sec): 3 clusters
  Score: Raw -296308.895557 + Penalty 2646.737592 = -293662.157965
  nChanged 39
		SP:Iteration 19Q (47815.690000 sec): 3 clusters
  Score: Raw -296327.597747 + Penalty 2646.737592 = -293680.860155
  nChanged 45
		SP:Iteration 20F (47815.850000 sec): 3 clusters
  Score: Raw -296344.735559 + Penalty 2646.737592 = -293697.997967
  nChanged 30
		SP:Iteration 21Q (47816.010000 sec): 3 clusters
  Score: Raw -296359.171195 + Penalty 2646.737592 = -293712.433603
  nChanged 46
		SP:Iteration 22Q (47816.170000 sec): 3 clusters
  Score: Raw -296386.425904 + Penalty 2646.737592 = -293739.688311
  nChanged 48
		SP:Iteration 23Q (47816.330000 sec): 3 clusters
  Score: Raw -296407.989495 + Penalty 2646.737592 = -293761.251903
  nChanged 46
		SP:Iteration 24Q (47816.490000 sec): 3 clusters
  Score: Raw -296432.628416 + Penalty 2646.737592 = -293785.890824
  nChanged 49
		SP:Iteration 25Q (47816.650000 sec): 3 clusters
  Score: Raw -296460.463326 + Penalty 2646.737592 = -293813.725733
  nChanged 51
		SP:Iteration 26Q (47816.810000 sec): 3 clusters
  Score: Raw -296486.400465 + Penalty 2646.737592 = -293839.662873
  nChanged 46
		SP:Iteration 27Q (47816.970000 sec): 3 clusters
  Score: Raw -296510.798373 + Penalty 2646.737592 = -293864.060780
  nChanged 50
		SP:Iteration 28Q (47817.130000 sec): 3 clusters
  Score: Raw -296537.257706 + Penalty 2646.737592 = -293890.520114
  nChanged 43
		SP:Iteration 29Q (47817.290000 sec): 3 clusters
  Score: Raw -296555.844136 + Penalty 2646.737592 = -293909.106543
  nChanged 44
		SP:Iteration 30Q (47817.450000 sec): 3 clusters
  Score: Raw -296576.602721 + Penalty 2646.737592 = -293929.865128
  nChanged 42
		SP:Iteration 31Q (47817.610000 sec): 3 clusters
  Score: Raw -296598.008467 + Penalty 2646.737592 = -293951.270874
  nChanged 51
		SP:Iteration 32Q (47817.770000 sec): 3 clusters
  Score: Raw -296621.364160 + Penalty 2646.737592 = -293974.626568
  nChanged 34
		SP:Iteration 33Q (47817.930000 sec): 3 clusters
  Score: Raw -296634.498694 + Penalty 2646.737592 = -293987.761101
  nChanged 22
		SP:Iteration 34Q (47818.090000 sec): 3 clusters
  Score: Raw -296643.930276 + Penalty 2646.737592 = -293997.192684
  nChanged 21
		SP:Iteration 35Q (47818.250000 sec): 3 clusters
  Score: Raw -296651.827489 + Penalty 2646.737592 = -294005.089896
  nChanged 20
		SP:Iteration 36Q (47818.410000 sec): 3 clusters
  Score: Raw -296660.657570 + Penalty 2646.737592 = -294013.919977
  nChanged 19
		SP:Iteration 37Q (47818.570000 sec): 3 clusters
  Score: Raw -296668.778724 + Penalty 2646.737592 = -294022.041132
  nChanged 20
		SP:Iteration 38Q (47818.730000 sec): 3 clusters
  Score: Raw -296678.743993 + Penalty 2646.737592 = -294032.006401
  nChanged 21
		SP:Iteration 39Q (47818.890000 sec): 3 clusters
  Score: Raw -296691.740575 + Penalty 2646.737592 = -294045.002982
  nChanged 27
		SP:Iteration 40F (47819.050000 sec): 3 clusters
  Score: Raw -296705.484447 + Penalty 2646.737592 = -294058.746855
  nChanged 24
		SP:Iteration 41Q (47819.210000 sec): 3 clusters
  Score: Raw -296717.132748 + Penalty 2646.737592 = -294070.395156
  nChanged 22
		SP:Iteration 42Q (47819.370000 sec): 3 clusters
  Score: Raw -296726.427299 + Penalty 2646.737592 = -294079.689706
  nChanged 16
		SP:Iteration 43Q (47819.530000 sec): 3 clusters
  Score: Raw -296734.854056 + Penalty 2646.737592 = -294088.116463
  nChanged 20
		SP:Iteration 44Q (47819.690000 sec): 3 clusters
  Score: Raw -296742.623181 + Penalty 2646.737592 = -294095.885589
  nChanged 11
		SP:Iteration 45Q (47819.850000 sec): 3 clusters
  Score: Raw -296746.609673 + Penalty 2646.737592 = -294099.872080
  nChanged 13
		SP:Iteration 46Q (47820.010000 sec): 3 clusters
  Score: Raw -296752.355790 + Penalty 2646.737592 = -294105.618197
  nChanged 14
		SP:Iteration 47Q (47820.170000 sec): 3 clusters
  Score: Raw -296758.773189 + Penalty 2646.737592 = -294112.035596
  nChanged 13
		SP:Iteration 48Q (47820.330000 sec): 3 clusters
  Score: Raw -296763.920780 + Penalty 2646.737592 = -294117.183187
  nChanged 10
		SP:Iteration 49Q (47820.490000 sec): 3 clusters
  Score: Raw -296769.041046 + Penalty 2646.737592 = -294122.303453
  nChanged 10
		SP:Iteration 50Q (47820.630000 sec): 3 clusters
  Score: Raw -296773.408456 + Penalty 2646.737592 = -294126.670863
  nChanged 15
		SP:Iteration 51Q (47820.770000 sec): 3 clusters
  Score: Raw -296778.165331 + Penalty 2646.737592 = -294131.427738
  nChanged 8
		SP:Iteration 52Q (47820.910000 sec): 3 clusters
  Score: Raw -296782.130437 + Penalty 2646.737592 = -294135.392845
  nChanged 8
		SP:Iteration 53Q (47821.060000 sec): 3 clusters
  Score: Raw -296785.002449 + Penalty 2646.737592 = -294138.264856
  nChanged 6
		SP:Iteration 54Q (47821.200000 sec): 3 clusters
  Score: Raw -296787.333779 + Penalty 2646.737592 = -294140.596186
  nChanged 8
		SP:Iteration 55Q (47821.350000 sec): 3 clusters
  Score: Raw -296790.194663 + Penalty 2646.737592 = -294143.457071
  nChanged 6
		SP:Iteration 56Q (47821.490000 sec): 3 clusters
  Score: Raw -296793.290568 + Penalty 2646.737592 = -294146.552975
  nChanged 9
		SP:Iteration 57Q (47821.630000 sec): 3 clusters
  Score: Raw -296796.019068 + Penalty 2646.737592 = -294149.281475
  nChanged 3
		SP:Iteration 58Q (47821.780000 sec): 3 clusters
  Score: Raw -296796.834590 + Penalty 2646.737592 = -294150.096997
  nChanged 7
		SP:Iteration 59Q (47821.920000 sec): 3 clusters
  Score: Raw -296799.720580 + Penalty 2646.737592 = -294152.982987
  nChanged 5
		SP:Iteration 60F (47822.070000 sec): 3 clusters
  Score: Raw -296802.358043 + Penalty 2646.737592 = -294155.620451
  nChanged 4
		SP:Iteration 61Q (47822.210000 sec): 3 clusters
  Score: Raw -296804.350466 + Penalty 2646.737592 = -294157.612874
  nChanged 5
		SP:Iteration 62Q (47822.350000 sec): 3 clusters
  Score: Raw -296806.271021 + Penalty 2646.737592 = -294159.533429
  nChanged 7
		SP:Iteration 63Q (47822.500000 sec): 3 clusters
  Score: Raw -296809.277699 + Penalty 2646.737592 = -294162.540106
  nChanged 6
		SP:Iteration 64Q (47822.640000 sec): 3 clusters
  Score: Raw -296811.708351 + Penalty 2646.737592 = -294164.970759
  nChanged 3
		SP:Iteration 65Q (47822.790000 sec): 3 clusters
  Score: Raw -296812.862787 + Penalty 2646.737592 = -294166.125195
  nChanged 3
		SP:Iteration 66Q (47822.930000 sec): 3 clusters
  Score: Raw -296814.090676 + Penalty 2646.737592 = -294167.353083
  nChanged 1
		SP:Iteration 67Q (47823.070000 sec): 3 clusters
  Score: Raw -296814.620792 + Penalty 2646.737592 = -294167.883199
  nChanged 2
		SP:Iteration 68Q (47823.220000 sec): 3 clusters
  Score: Raw -296814.990075 + Penalty 2646.737592 = -294168.252482
  nChanged 1
		SP:Iteration 69Q (47823.360000 sec): 3 clusters
  Score: Raw -296815.170259 + Penalty 2646.737592 = -294168.432666
  nChanged 1
		SP:Iteration 70Q (47823.510000 sec): 3 clusters
  Score: Raw -296815.397592 + Penalty 2646.737592 = -294168.659999
  nChanged 1
		SP:Iteration 71Q (47823.650000 sec): 3 clusters
  Score: Raw -296815.670855 + Penalty 2646.737592 = -294168.933263
  nChanged 3
		SP:Iteration 72Q (47823.790000 sec): 3 clusters
  Score: Raw -296816.895122 + Penalty 2646.737592 = -294170.157530
  nChanged 3
		SP:Iteration 73Q (47823.940000 sec): 3 clusters
  Score: Raw -296818.982386 + Penalty 2646.737592 = -294172.244793
  nChanged 4
		SP:Iteration 74Q (47824.110000 sec): 3 clusters
  Score: Raw -296820.777187 + Penalty 2646.737592 = -294174.039594
  nChanged 5
		SP:Iteration 75Q (47824.270000 sec): 3 clusters
  Score: Raw -296822.472259 + Penalty 2646.737592 = -294175.734666
  nChanged 8
		SP:Iteration 76Q (47824.410000 sec): 3 clusters
  Score: Raw -296825.651043 + Penalty 2646.737592 = -294178.913450
  nChanged 7
		SP:Iteration 77Q (47824.550000 sec): 3 clusters
  Score: Raw -296829.265760 + Penalty 2646.737592 = -294182.528167
  nChanged 11
		SP:Iteration 78Q (47824.700000 sec): 3 clusters
  Score: Raw -296833.035725 + Penalty 2646.737592 = -294186.298133
  nChanged 7
		SP:Iteration 79Q (47824.840000 sec): 3 clusters
  Score: Raw -296837.221868 + Penalty 2646.737592 = -294190.484276
  nChanged 9
		SP:Iteration 80F (47824.990000 sec): 3 clusters
  Score: Raw -296840.912096 + Penalty 2646.737592 = -294194.174503
  nChanged 6
		SP:Iteration 81Q (47825.130000 sec): 3 clusters
  Score: Raw -296843.045411 + Penalty 2646.737592 = -294196.307818
  nChanged 7
		SP:Iteration 82Q (47825.270000 sec): 3 clusters
  Score: Raw -296845.843202 + Penalty 2646.737592 = -294199.105610
  nChanged 10
		SP:Iteration 83Q (47825.420000 sec): 3 clusters
  Score: Raw -296850.924733 + Penalty 2646.737592 = -294204.187141
  nChanged 7
		SP:Iteration 84Q (47825.560000 sec): 3 clusters
  Score: Raw -296854.861254 + Penalty 2646.737592 = -294208.123662
  nChanged 10
		SP:Iteration 85Q (47825.700000 sec): 3 clusters
  Score: Raw -296859.656589 + Penalty 2646.737592 = -294212.918996
  nChanged 7
		SP:Iteration 86Q (47825.850000 sec): 3 clusters
  Score: Raw -296862.896744 + Penalty 2646.737592 = -294216.159152
  nChanged 5
		SP:Iteration 87Q (47825.990000 sec): 3 clusters
  Score: Raw -296865.029735 + Penalty 2646.737592 = -294218.292143
  nChanged 8
		SP:Iteration 88Q (47826.130000 sec): 3 clusters
  Score: Raw -296870.215093 + Penalty 2646.737592 = -294223.477501
  nChanged 12
		SP:Iteration 89Q (47826.280000 sec): 3 clusters
  Score: Raw -296875.533317 + Penalty 2646.737592 = -294228.795724
  nChanged 5
		SP:Iteration 90Q (47826.420000 sec): 3 clusters
  Score: Raw -296877.786712 + Penalty 2646.737592 = -294231.049120
  nChanged 6
		SP:Iteration 91Q (47826.570000 sec): 3 clusters
  Score: Raw -296880.438677 + Penalty 2646.737592 = -294233.701085
  nChanged 1
		SP:Iteration 92Q (47826.710000 sec): 3 clusters
  Score: Raw -296880.711610 + Penalty 2646.737592 = -294233.974017
  nChanged 2
		SP:Iteration 93Q (47826.870000 sec): 3 clusters
  Score: Raw -296881.358549 + Penalty 2646.737592 = -294234.620956
  nChanged 2
		SP:Iteration 94Q (47827.000000 sec): 3 clusters
  Score: Raw -296882.365061 + Penalty 2646.737592 = -294235.627468
  nChanged 0
		SP:Iteration 95F (47827.150000 sec): 3 clusters
  Score: Raw -296882.365061 + Penalty 2646.737592 = -294235.627468
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 40 (6913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47827.260000 sec): 2 clusters
  Score: Raw -576381.737273 + Penalty 1436.688334 = -574945.048939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47827.430000 sec): 3 clusters
  Score: Raw -572647.115452 + Penalty 2873.376667 = -569773.738784
  nChanged 2891
		SP:Iteration 1F (47827.600000 sec): 3 clusters
  Score: Raw -574308.792449 + Penalty 2873.376667 = -571435.415782
  nChanged 580
		SP:Iteration 2F (47827.740000 sec): 3 clusters
  Score: Raw -574723.414741 + Penalty 2873.376667 = -571850.038073
  nChanged 530
		SP:Iteration 3F (47827.880000 sec): 3 clusters
  Score: Raw -575132.496757 + Penalty 2873.376667 = -572259.120090
  nChanged 479
		SP:Iteration 4F (47828.010000 sec): 3 clusters
  Score: Raw -575489.130436 + Penalty 2873.376667 = -572615.753768
  nChanged 435
		SP:Iteration 5F (47828.140000 sec): 3 clusters
  Score: Raw -575792.555924 + Penalty 2873.376667 = -572919.179257
  nChanged 360
		SP:Iteration 6F (47828.350000 sec): 3 clusters
  Score: Raw -576027.703881 + Penalty 2873.376667 = -573154.327213
  nChanged 277
		SP:Iteration 7Q (47828.500000 sec): 3 clusters
  Score: Raw -576196.257590 + Penalty 2873.376667 = -573322.880923
  nChanged 219
		SP:Iteration 8Q (47828.670000 sec): 3 clusters
  Score: Raw -576318.653314 + Penalty 2873.376667 = -573445.276647
  nChanged 163
		SP:Iteration 9Q (47828.850000 sec): 3 clusters
  Score: Raw -576401.367076 + Penalty 2873.376667 = -573527.990409
  nChanged 127
		SP:Iteration 10Q (47829.030000 sec): 3 clusters
  Score: Raw -576465.050089 + Penalty 2873.376667 = -573591.673421
  nChanged 98
		SP:Iteration 11Q (47829.220000 sec): 3 clusters
  Score: Raw -576508.420972 + Penalty 2873.376667 = -573635.044304
  nChanged 82
		SP:Iteration 12Q (47829.400000 sec): 3 clusters
  Score: Raw -576548.028272 + Penalty 2873.376667 = -573674.651604
  nChanged 67
		SP:Iteration 13Q (47829.630000 sec): 3 clusters
  Score: Raw -576572.587328 + Penalty 2873.376667 = -573699.210661
  nChanged 57
		SP:Iteration 14Q (47829.770000 sec): 3 clusters
  Score: Raw -576591.822133 + Penalty 2873.376667 = -573718.445465
  nChanged 47
		SP:Iteration 15Q (47829.950000 sec): 3 clusters
  Score: Raw -576605.151195 + Penalty 2873.376667 = -573731.774527
  nChanged 41
		SP:Iteration 16Q (47830.120000 sec): 3 clusters
  Score: Raw -576619.124551 + Penalty 2873.376667 = -573745.747884
  nChanged 41
		SP:Iteration 17Q (47830.310000 sec): 3 clusters
  Score: Raw -576629.776163 + Penalty 2873.376667 = -573756.399496
  nChanged 30
		SP:Iteration 18Q (47830.480000 sec): 3 clusters
  Score: Raw -576639.277434 + Penalty 2873.376667 = -573765.900767
  nChanged 28
		SP:Iteration 19Q (47830.640000 sec): 3 clusters
  Score: Raw -576647.086201 + Penalty 2873.376667 = -573773.709534
  nChanged 20
		SP:Iteration 20F (47830.810000 sec): 3 clusters
  Score: Raw -576653.129980 + Penalty 2873.376667 = -573779.753312
  nChanged 23
		SP:Iteration 21Q (47830.970000 sec): 3 clusters
  Score: Raw -576658.705043 + Penalty 2873.376667 = -573785.328376
  nChanged 19
		SP:Iteration 22Q (47831.190000 sec): 3 clusters
  Score: Raw -576662.955828 + Penalty 2873.376667 = -573789.579161
  nChanged 17
		SP:Iteration 23Q (47831.410000 sec): 3 clusters
  Score: Raw -576666.303533 + Penalty 2873.376667 = -573792.926865
  nChanged 16
		SP:Iteration 24Q (47831.610000 sec): 3 clusters
  Score: Raw -576669.630475 + Penalty 2873.376667 = -573796.253808
  nChanged 16
		SP:Iteration 25Q (47831.850000 sec): 3 clusters
  Score: Raw -576672.838832 + Penalty 2873.376667 = -573799.462165
  nChanged 13
		SP:Iteration 26Q (47832.000000 sec): 3 clusters
  Score: Raw -576674.873831 + Penalty 2873.376667 = -573801.497164
  nChanged 17
		SP:Iteration 27Q (47832.170000 sec): 3 clusters
  Score: Raw -576678.416869 + Penalty 2873.376667 = -573805.040202
  nChanged 19
		SP:Iteration 28Q (47832.330000 sec): 3 clusters
  Score: Raw -576682.541541 + Penalty 2873.376667 = -573809.164873
  nChanged 17
		SP:Iteration 29Q (47832.510000 sec): 3 clusters
  Score: Raw -576685.903571 + Penalty 2873.376667 = -573812.526904
  nChanged 19
		SP:Iteration 30Q (47832.650000 sec): 3 clusters
  Score: Raw -576689.439042 + Penalty 2873.376667 = -573816.062375
  nChanged 10
		SP:Iteration 31Q (47832.850000 sec): 3 clusters
  Score: Raw -576691.377247 + Penalty 2873.376667 = -573818.000580
  nChanged 5
		SP:Iteration 32Q (47833.040000 sec): 3 clusters
  Score: Raw -576692.081478 + Penalty 2873.376667 = -573818.704810
  nChanged 6
		SP:Iteration 33Q (47833.250000 sec): 3 clusters
  Score: Raw -576693.030232 + Penalty 2873.376667 = -573819.653565
  nChanged 2
		SP:Iteration 34Q (47833.480000 sec): 3 clusters
  Score: Raw -576693.533993 + Penalty 2873.376667 = -573820.157325
  nChanged 0
		SP:Iteration 35F (47833.670000 sec): 3 clusters
  Score: Raw -576693.533993 + Penalty 2873.376667 = -573820.157325
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 41 (9348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47833.800000 sec): 2 clusters
  Score: Raw -747793.298159 + Penalty 1485.724126 = -746307.574033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47834.070000 sec): 3 clusters
  Score: Raw -742530.228478 + Penalty 2971.448251 = -739558.780227
  nChanged 4002
		SP:Iteration 1F (47834.290000 sec): 3 clusters
  Score: Raw -744644.517843 + Penalty 2971.448251 = -741673.069592
  nChanged 571
		SP:Iteration 2F (47834.510000 sec): 3 clusters
  Score: Raw -744882.657628 + Penalty 2971.448251 = -741911.209377
  nChanged 465
		SP:Iteration 3Q (47834.770000 sec): 3 clusters
  Score: Raw -745094.616499 + Penalty 2971.448251 = -742123.168248
  nChanged 450
		SP:Iteration 4Q (47834.980000 sec): 3 clusters
  Score: Raw -745329.748005 + Penalty 2971.448251 = -742358.299754
  nChanged 456
		SP:Iteration 5Q (47835.220000 sec): 3 clusters
  Score: Raw -745569.588991 + Penalty 2971.448251 = -742598.140740
  nChanged 399
		SP:Iteration 6Q (47835.380000 sec): 3 clusters
  Score: Raw -745802.556284 + Penalty 2971.448251 = -742831.108033
  nChanged 427
		SP:Iteration 7Q (47835.650000 sec): 3 clusters
  Score: Raw -746089.265921 + Penalty 2971.448251 = -743117.817670
  nChanged 449
		SP:Iteration 8Q (47835.890000 sec): 3 clusters
  Score: Raw -746411.473269 + Penalty 2971.448251 = -743440.025017
  nChanged 415
		SP:Iteration 9Q (47836.110000 sec): 3 clusters
  Score: Raw -746679.814137 + Penalty 2971.448251 = -743708.365886
  nChanged 367
		SP:Iteration 10Q (47836.290000 sec): 3 clusters
  Score: Raw -746918.790387 + Penalty 2971.448251 = -743947.342136
  nChanged 304
		SP:Iteration 11Q (47836.480000 sec): 3 clusters
  Score: Raw -747145.874535 + Penalty 2971.448251 = -744174.426284
  nChanged 265
		SP:Iteration 12Q (47836.670000 sec): 3 clusters
  Score: Raw -747321.274787 + Penalty 2971.448251 = -744349.826536
  nChanged 209
		SP:Iteration 13Q (47836.830000 sec): 3 clusters
  Score: Raw -747448.399876 + Penalty 2971.448251 = -744476.951625
  nChanged 196
		SP:Iteration 14Q (47837.020000 sec): 3 clusters
  Score: Raw -747565.079040 + Penalty 2971.448251 = -744593.630789
  nChanged 163
		SP:Iteration 15Q (47837.230000 sec): 3 clusters
  Score: Raw -747672.323347 + Penalty 2971.448251 = -744700.875096
  nChanged 134
		SP:Iteration 16Q (47837.430000 sec): 3 clusters
  Score: Raw -747752.695537 + Penalty 2971.448251 = -744781.247286
  nChanged 109
		SP:Iteration 17Q (47837.700000 sec): 3 clusters
  Score: Raw -747812.570007 + Penalty 2971.448251 = -744841.121756
  nChanged 91
		SP:Iteration 18Q (47837.900000 sec): 3 clusters
  Score: Raw -747854.328633 + Penalty 2971.448251 = -744882.880382
  nChanged 65
		SP:Iteration 19Q (47838.140000 sec): 3 clusters
  Score: Raw -747880.777981 + Penalty 2971.448251 = -744909.329730
  nChanged 63
		SP:Iteration 20F (47838.390000 sec): 3 clusters
  Score: Raw -747906.609632 + Penalty 2971.448251 = -744935.161381
  nChanged 51
		SP:Iteration 21Q (47838.630000 sec): 3 clusters
  Score: Raw -747922.877317 + Penalty 2971.448251 = -744951.429066
  nChanged 42
		SP:Iteration 22Q (47838.870000 sec): 3 clusters
  Score: Raw -747935.135457 + Penalty 2971.448251 = -744963.687206
  nChanged 38
		SP:Iteration 23Q (47839.150000 sec): 3 clusters
  Score: Raw -747947.069094 + Penalty 2971.448251 = -744975.620843
  nChanged 38
		SP:Iteration 24Q (47839.410000 sec): 3 clusters
  Score: Raw -747960.311222 + Penalty 2971.448251 = -744988.862971
  nChanged 26
		SP:Iteration 25Q (47839.640000 sec): 3 clusters
  Score: Raw -747967.366343 + Penalty 2971.448251 = -744995.918092
  nChanged 22
		SP:Iteration 26Q (47839.850000 sec): 3 clusters
  Score: Raw -747973.365323 + Penalty 2971.448251 = -745001.917072
  nChanged 14
		SP:Iteration 27Q (47840.010000 sec): 3 clusters
  Score: Raw -747977.200858 + Penalty 2971.448251 = -745005.752607
  nChanged 21
		SP:Iteration 28Q (47840.300000 sec): 3 clusters
  Score: Raw -747985.283416 + Penalty 2971.448251 = -745013.835165
  nChanged 26
		SP:Iteration 29Q (47840.530000 sec): 3 clusters
  Score: Raw -747992.778708 + Penalty 2971.448251 = -745021.330457
  nChanged 22
		SP:Iteration 30Q (47840.780000 sec): 3 clusters
  Score: Raw -747998.139764 + Penalty 2971.448251 = -745026.691513
  nChanged 18
		SP:Iteration 31Q (47841.000000 sec): 3 clusters
  Score: Raw -748002.055654 + Penalty 2971.448251 = -745030.607403
  nChanged 12
		SP:Iteration 32Q (47841.260000 sec): 3 clusters
  Score: Raw -748003.964896 + Penalty 2971.448251 = -745032.516645
  nChanged 6
		SP:Iteration 33Q (47841.520000 sec): 3 clusters
  Score: Raw -748005.055529 + Penalty 2971.448251 = -745033.607278
  nChanged 7
		SP:Iteration 34Q (47841.770000 sec): 3 clusters
  Score: Raw -748005.931175 + Penalty 2971.448251 = -745034.482924
  nChanged 4
		SP:Iteration 35Q (47841.960000 sec): 3 clusters
  Score: Raw -748006.713751 + Penalty 2971.448251 = -745035.265500
  nChanged 4
		SP:Iteration 36Q (47842.130000 sec): 3 clusters
  Score: Raw -748007.290355 + Penalty 2971.448251 = -745035.842104
  nChanged 1
		SP:Iteration 37Q (47842.380000 sec): 3 clusters
  Score: Raw -748007.450486 + Penalty 2971.448251 = -745036.002235
  nChanged 2
		SP:Iteration 38Q (47842.650000 sec): 3 clusters
  Score: Raw -748007.760590 + Penalty 2971.448251 = -745036.312339
  nChanged 5
		SP:Iteration 39Q (47842.880000 sec): 3 clusters
  Score: Raw -748008.566030 + Penalty 2971.448251 = -745037.117779
  nChanged 4
		SP:Iteration 40F (47843.110000 sec): 3 clusters
  Score: Raw -748009.393882 + Penalty 2971.448251 = -745037.945631
  nChanged 4
		SP:Iteration 41Q (47843.350000 sec): 3 clusters
  Score: Raw -748010.194753 + Penalty 2971.448251 = -745038.746502
  nChanged 2
		SP:Iteration 42Q (47843.590000 sec): 3 clusters
  Score: Raw -748010.674372 + Penalty 2971.448251 = -745039.226121
  nChanged 5
		SP:Iteration 43Q (47843.790000 sec): 3 clusters
  Score: Raw -748012.025138 + Penalty 2971.448251 = -745040.576886
  nChanged 6
		SP:Iteration 44Q (47844.030000 sec): 3 clusters
  Score: Raw -748013.067266 + Penalty 2971.448251 = -745041.619015
  nChanged 2
		SP:Iteration 45Q (47844.240000 sec): 3 clusters
  Score: Raw -748013.443372 + Penalty 2971.448251 = -745041.995121
  nChanged 2
		SP:Iteration 46Q (47844.520000 sec): 3 clusters
  Score: Raw -748013.782543 + Penalty 2971.448251 = -745042.334292
  nChanged 3
		SP:Iteration 47Q (47844.760000 sec): 3 clusters
  Score: Raw -748014.843027 + Penalty 2971.448251 = -745043.394776
  nChanged 5
		SP:Iteration 48Q (47845.020000 sec): 3 clusters
  Score: Raw -748015.575169 + Penalty 2971.448251 = -745044.126918
  nChanged 3
		SP:Iteration 49Q (47845.200000 sec): 3 clusters
  Score: Raw -748016.309001 + Penalty 2971.448251 = -745044.860750
  nChanged 5
		SP:Iteration 50Q (47845.430000 sec): 3 clusters
  Score: Raw -748017.292058 + Penalty 2971.448251 = -745045.843807
  nChanged 3
		SP:Iteration 51Q (47845.700000 sec): 3 clusters
  Score: Raw -748018.104137 + Penalty 2971.448251 = -745046.655886
  nChanged 4
		SP:Iteration 52Q (47845.850000 sec): 3 clusters
  Score: Raw -748019.064831 + Penalty 2971.448251 = -745047.616580
  nChanged 10
		SP:Iteration 53Q (47846.040000 sec): 3 clusters
  Score: Raw -748022.361844 + Penalty 2971.448251 = -745050.913593
  nChanged 10
		SP:Iteration 54Q (47846.280000 sec): 3 clusters
  Score: Raw -748027.397174 + Penalty 2971.448251 = -745055.948923
  nChanged 10
		SP:Iteration 55Q (47846.450000 sec): 3 clusters
  Score: Raw -748031.294515 + Penalty 2971.448251 = -745059.846264
  nChanged 13
		SP:Iteration 56Q (47846.720000 sec): 3 clusters
  Score: Raw -748034.375632 + Penalty 2971.448251 = -745062.927381
  nChanged 12
		SP:Iteration 57Q (47846.950000 sec): 3 clusters
  Score: Raw -748036.641293 + Penalty 2971.448251 = -745065.193042
  nChanged 11
		SP:Iteration 58Q (47847.160000 sec): 3 clusters
  Score: Raw -748039.213269 + Penalty 2971.448251 = -745067.765018
  nChanged 9
		SP:Iteration 59Q (47847.390000 sec): 3 clusters
  Score: Raw -748041.055040 + Penalty 2971.448251 = -745069.606789
  nChanged 7
		SP:Iteration 60F (47847.640000 sec): 3 clusters
  Score: Raw -748042.750596 + Penalty 2971.448251 = -745071.302345
  nChanged 7
		SP:Iteration 61Q (47847.870000 sec): 3 clusters
  Score: Raw -748043.913338 + Penalty 2971.448251 = -745072.465087
  nChanged 5
		SP:Iteration 62Q (47848.150000 sec): 3 clusters
  Score: Raw -748044.699390 + Penalty 2971.448251 = -745073.251139
  nChanged 4
		SP:Iteration 63Q (47848.410000 sec): 3 clusters
  Score: Raw -748045.230166 + Penalty 2971.448251 = -745073.781915
  nChanged 2
		SP:Iteration 64Q (47848.580000 sec): 3 clusters
  Score: Raw -748045.464561 + Penalty 2971.448251 = -745074.016310
  nChanged 0
		SP:Iteration 65F (47848.820000 sec): 3 clusters
  Score: Raw -748045.464561 + Penalty 2971.448251 = -745074.016310
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 42 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47848.980000 sec): 2 clusters
  Score: Raw -43339.896402 + Penalty 1002.561744 = -42337.334658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47849.170000 sec): 3 clusters
  Score: Raw -43292.418649 + Penalty 2005.123488 = -41287.295161
  nChanged 96
		SP:Iteration 1F (47849.350000 sec): 3 clusters
  Score: Raw -43420.386906 + Penalty 2005.123488 = -41415.263417
  nChanged 15
		SP:Iteration 2Q (47849.560000 sec): 3 clusters
  Score: Raw -43440.583830 + Penalty 2005.123488 = -41435.460342
  nChanged 7
		SP:Iteration 3Q (47849.720000 sec): 3 clusters
  Score: Raw -43448.240107 + Penalty 2005.123488 = -41443.116619
  nChanged 3
		SP:Iteration 4Q (47849.900000 sec): 3 clusters
  Score: Raw -43449.940429 + Penalty 2005.123488 = -41444.816941
  nChanged 0
		SP:Iteration 5F (47850.060000 sec): 3 clusters
  Score: Raw -43449.940429 + Penalty 2005.123488 = -41444.816941
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 43 (9622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47850.230000 sec): 2 clusters
  Score: Raw -781927.292337 + Penalty 1490.418706 = -780436.873631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47850.440000 sec): 3 clusters
  Score: Raw -776466.085479 + Penalty 2980.837412 = -773485.248067
  nChanged 4120
		SP:Iteration 1F (47850.730000 sec): 3 clusters
  Score: Raw -778742.180279 + Penalty 2980.837412 = -775761.342867
  nChanged 595
		SP:Iteration 2F (47850.940000 sec): 3 clusters
  Score: Raw -779011.599263 + Penalty 2980.837412 = -776030.761851
  nChanged 505
		SP:Iteration 3F (47851.200000 sec): 3 clusters
  Score: Raw -779217.592168 + Penalty 2980.837412 = -776236.754756
  nChanged 431
		SP:Iteration 4Q (47851.460000 sec): 3 clusters
  Score: Raw -779392.897393 + Penalty 2980.837412 = -776412.059981
  nChanged 404
		SP:Iteration 5Q (47851.640000 sec): 3 clusters
  Score: Raw -779563.535841 + Penalty 2980.837412 = -776582.698429
  nChanged 393
		SP:Iteration 6Q (47851.900000 sec): 3 clusters
  Score: Raw -779756.723226 + Penalty 2980.837412 = -776775.885814
  nChanged 450
		SP:Iteration 7Q (47852.090000 sec): 3 clusters
  Score: Raw -780004.413091 + Penalty 2980.837412 = -777023.575679
  nChanged 498
		SP:Iteration 8F (47852.330000 sec): 3 clusters
  Score: Raw -780342.552942 + Penalty 2980.837412 = -777361.715529
  nChanged 539
		SP:Iteration 9F (47852.550000 sec): 3 clusters
  Score: Raw -780768.179390 + Penalty 2980.837412 = -777787.341978
  nChanged 535
		SP:Iteration 10F (47852.720000 sec): 3 clusters
  Score: Raw -781204.439680 + Penalty 2980.837412 = -778223.602267
  nChanged 455
		SP:Iteration 11Q (47852.880000 sec): 3 clusters
  Score: Raw -781613.393286 + Penalty 2980.837412 = -778632.555874
  nChanged 297
		SP:Iteration 12Q (47853.120000 sec): 3 clusters
  Score: Raw -781870.357013 + Penalty 2980.837412 = -778889.519600
  nChanged 179
		SP:Iteration 13Q (47853.380000 sec): 3 clusters
  Score: Raw -782028.102614 + Penalty 2980.837412 = -779047.265202
  nChanged 131
		SP:Iteration 14Q (47853.620000 sec): 3 clusters
  Score: Raw -782138.967456 + Penalty 2980.837412 = -779158.130044
  nChanged 71
		SP:Iteration 15Q (47853.840000 sec): 3 clusters
  Score: Raw -782201.153419 + Penalty 2980.837412 = -779220.316007
  nChanged 61
		SP:Iteration 16Q (47854.020000 sec): 3 clusters
  Score: Raw -782261.667559 + Penalty 2980.837412 = -779280.830146
  nChanged 37
		SP:Iteration 17Q (47854.180000 sec): 3 clusters
  Score: Raw -782296.382811 + Penalty 2980.837412 = -779315.545398
  nChanged 27
		SP:Iteration 18Q (47854.510000 sec): 3 clusters
  Score: Raw -782323.129032 + Penalty 2980.837412 = -779342.291620
  nChanged 21
		SP:Iteration 19Q (47854.730000 sec): 3 clusters
  Score: Raw -782346.468303 + Penalty 2980.837412 = -779365.630891
  nChanged 8
		SP:Iteration 20F (47854.940000 sec): 3 clusters
  Score: Raw -782376.196628 + Penalty 2980.837412 = -779395.359216
  nChanged 12
		SP:Iteration 21Q (47855.210000 sec): 3 clusters
  Score: Raw -782414.512427 + Penalty 2980.837412 = -779433.675014
  nChanged 19
		SP:Iteration 22Q (47855.430000 sec): 3 clusters
  Score: Raw -782435.123725 + Penalty 2980.837412 = -779454.286312
  nChanged 11
		SP:Iteration 23Q (47855.660000 sec): 3 clusters
  Score: Raw -782447.854886 + Penalty 2980.837412 = -779467.017474
  nChanged 11
		SP:Iteration 24Q (47855.900000 sec): 3 clusters
  Score: Raw -782461.174111 + Penalty 2980.837412 = -779480.336698
  nChanged 8
		SP:Iteration 25Q (47856.120000 sec): 3 clusters
  Score: Raw -782473.172317 + Penalty 2980.837412 = -779492.334905
  nChanged 9
		SP:Iteration 26Q (47856.350000 sec): 3 clusters
  Score: Raw -782481.016381 + Penalty 2980.837412 = -779500.178969
  nChanged 7
		SP:Iteration 27Q (47856.520000 sec): 3 clusters
  Score: Raw -782491.470763 + Penalty 2980.837412 = -779510.633351
  nChanged 4
		SP:Iteration 28Q (47856.690000 sec): 3 clusters
  Score: Raw -782495.435405 + Penalty 2980.837412 = -779514.597993
  nChanged 4
		SP:Iteration 29Q (47856.920000 sec): 3 clusters
  Score: Raw -782499.239317 + Penalty 2980.837412 = -779518.401905
  nChanged 1
		SP:Iteration 30Q (47857.150000 sec): 3 clusters
  Score: Raw -782499.542249 + Penalty 2980.837412 = -779518.704837
  nChanged 0
		SP:Iteration 31F (47857.400000 sec): 3 clusters
  Score: Raw -782499.542249 + Penalty 2980.837412 = -779518.704837
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 44 (3365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47857.540000 sec): 2 clusters
  Score: Raw -279883.943883 + Penalty 1319.692277 = -278564.251607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47857.780000 sec): 3 clusters
  Score: Raw -278224.248774 + Penalty 2639.384554 = -275584.864220
  nChanged 1324
		SP:Iteration 1F (47857.970000 sec): 3 clusters
  Score: Raw -279091.398717 + Penalty 2639.384554 = -276452.014164
  nChanged 287
		SP:Iteration 2F (47858.140000 sec): 3 clusters
  Score: Raw -279376.692129 + Penalty 2639.384554 = -276737.307575
  nChanged 266
		SP:Iteration 3F (47858.400000 sec): 3 clusters
  Score: Raw -279719.117215 + Penalty 2639.384554 = -277079.732661
  nChanged 237
		SP:Iteration 4F (47858.630000 sec): 3 clusters
  Score: Raw -280059.401886 + Penalty 2639.384554 = -277420.017332
  nChanged 230
		SP:Iteration 5F (47858.880000 sec): 3 clusters
  Score: Raw -280335.808440 + Penalty 2639.384554 = -277696.423886
  nChanged 208
		SP:Iteration 6F (47859.020000 sec): 3 clusters
  Score: Raw -280556.229910 + Penalty 2639.384554 = -277916.845357
  nChanged 166
		SP:Iteration 7Q (47859.220000 sec): 3 clusters
  Score: Raw -280739.884571 + Penalty 2639.384554 = -278100.500017
  nChanged 105
		SP:Iteration 8Q (47859.420000 sec): 3 clusters
  Score: Raw -280850.178028 + Penalty 2639.384554 = -278210.793474
  nChanged 70
		SP:Iteration 9Q (47859.650000 sec): 3 clusters
  Score: Raw -280913.417198 + Penalty 2639.384554 = -278274.032644
  nChanged 44
		SP:Iteration 10Q (47859.880000 sec): 3 clusters
  Score: Raw -280959.335680 + Penalty 2639.384554 = -278319.951126
  nChanged 33
		SP:Iteration 11Q (47860.050000 sec): 3 clusters
  Score: Raw -280990.869774 + Penalty 2639.384554 = -278351.485220
  nChanged 22
		SP:Iteration 12Q (47860.240000 sec): 3 clusters
  Score: Raw -281013.603481 + Penalty 2639.384554 = -278374.218927
  nChanged 24
		SP:Iteration 13Q (47860.490000 sec): 3 clusters
  Score: Raw -281034.226829 + Penalty 2639.384554 = -278394.842275
  nChanged 20
		SP:Iteration 14Q (47860.720000 sec): 3 clusters
  Score: Raw -281050.608266 + Penalty 2639.384554 = -278411.223713
  nChanged 11
		SP:Iteration 15Q (47860.920000 sec): 3 clusters
  Score: Raw -281056.698304 + Penalty 2639.384554 = -278417.313750
  nChanged 8
		SP:Iteration 16Q (47861.060000 sec): 3 clusters
  Score: Raw -281060.543861 + Penalty 2639.384554 = -278421.159307
  nChanged 6
		SP:Iteration 17Q (47861.220000 sec): 3 clusters
  Score: Raw -281065.691915 + Penalty 2639.384554 = -278426.307361
  nChanged 4
		SP:Iteration 18Q (47861.380000 sec): 3 clusters
  Score: Raw -281066.238035 + Penalty 2639.384554 = -278426.853481
  nChanged 0
		SP:Iteration 19F (47861.600000 sec): 3 clusters
  Score: Raw -281066.238035 + Penalty 2639.384554 = -278426.853481
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 45 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47861.760000 sec): 2 clusters
  Score: Raw -19026.425410 + Penalty 915.071915 = -18111.353495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47861.860000 sec): 3 clusters
  Score: Raw -19146.617326 + Penalty 1830.143829 = -17316.473497
  nChanged 47
		SP:Iteration 1F (47862.020000 sec): 3 clusters
  Score: Raw -19265.350046 + Penalty 1830.143829 = -17435.206217
  nChanged 17
		SP:Iteration 2F (47862.210000 sec): 3 clusters
  Score: Raw -19307.188796 + Penalty 1830.143829 = -17477.044967
  nChanged 10
		SP:Iteration 3Q (47862.370000 sec): 3 clusters
  Score: Raw -19323.797862 + Penalty 1830.143829 = -17493.654032
  nChanged 5
		SP:Iteration 4Q (47862.570000 sec): 3 clusters
  Score: Raw -19332.135338 + Penalty 1830.143829 = -17501.991509
  nChanged 2
		SP:Iteration 5Q (47862.740000 sec): 3 clusters
  Score: Raw -19333.753582 + Penalty 1830.143829 = -17503.609753
  nChanged 0
		SP:Iteration 6F (47862.980000 sec): 3 clusters
  Score: Raw -19333.753582 + Penalty 1830.143829 = -17503.609753
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 46 (1770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47863.110000 sec): 2 clusters
  Score: Raw -141706.499071 + Penalty 1215.294409 = -140491.204661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47863.290000 sec): 3 clusters
  Score: Raw -140977.774963 + Penalty 2430.588818 = -138547.186145
  nChanged 594
		SP:Iteration 1F (47863.500000 sec): 3 clusters
  Score: Raw -141365.610479 + Penalty 2430.588818 = -138935.021661
  nChanged 123
		SP:Iteration 2F (47863.660000 sec): 3 clusters
  Score: Raw -141469.237365 + Penalty 2430.588818 = -139038.648547
  nChanged 78
		SP:Iteration 3Q (47863.840000 sec): 3 clusters
  Score: Raw -141532.563062 + Penalty 2430.588818 = -139101.974244
  nChanged 68
		SP:Iteration 4Q (47863.950000 sec): 3 clusters
  Score: Raw -141597.779600 + Penalty 2430.588818 = -139167.190781
  nChanged 67
		SP:Iteration 5Q (47864.170000 sec): 3 clusters
  Score: Raw -141646.857454 + Penalty 2430.588818 = -139216.268636
  nChanged 45
		SP:Iteration 6Q (47864.370000 sec): 3 clusters
  Score: Raw -141680.011132 + Penalty 2430.588818 = -139249.422313
  nChanged 28
		SP:Iteration 7Q (47864.550000 sec): 3 clusters
  Score: Raw -141700.590962 + Penalty 2430.588818 = -139270.002144
  nChanged 31
		SP:Iteration 8Q (47864.740000 sec): 3 clusters
  Score: Raw -141725.147253 + Penalty 2430.588818 = -139294.558434
  nChanged 30
		SP:Iteration 9Q (47864.910000 sec): 3 clusters
  Score: Raw -141750.404232 + Penalty 2430.588818 = -139319.815414
  nChanged 28
		SP:Iteration 10Q (47865.080000 sec): 3 clusters
  Score: Raw -141769.330384 + Penalty 2430.588818 = -139338.741565
  nChanged 22
		SP:Iteration 11Q (47865.210000 sec): 3 clusters
  Score: Raw -141787.446784 + Penalty 2430.588818 = -139356.857966
  nChanged 28
		SP:Iteration 12Q (47865.410000 sec): 3 clusters
  Score: Raw -141811.551195 + Penalty 2430.588818 = -139380.962377
  nChanged 25
		SP:Iteration 13Q (47865.550000 sec): 3 clusters
  Score: Raw -141834.626622 + Penalty 2430.588818 = -139404.037804
  nChanged 29
		SP:Iteration 14Q (47865.750000 sec): 3 clusters
  Score: Raw -141860.938659 + Penalty 2430.588818 = -139430.349841
  nChanged 29
		SP:Iteration 15Q (47865.910000 sec): 3 clusters
  Score: Raw -141893.487608 + Penalty 2430.588818 = -139462.898789
  nChanged 30
		SP:Iteration 16Q (47866.070000 sec): 3 clusters
  Score: Raw -141930.819026 + Penalty 2430.588818 = -139500.230208
  nChanged 32
		SP:Iteration 17Q (47866.220000 sec): 3 clusters
  Score: Raw -141967.270186 + Penalty 2430.588818 = -139536.681367
  nChanged 31
		SP:Iteration 18Q (47866.370000 sec): 3 clusters
  Score: Raw -141996.747887 + Penalty 2430.588818 = -139566.159068
  nChanged 22
		SP:Iteration 19Q (47866.550000 sec): 3 clusters
  Score: Raw -142024.159774 + Penalty 2430.588818 = -139593.570955
  nChanged 23
		SP:Iteration 20F (47866.710000 sec): 3 clusters
  Score: Raw -142043.693004 + Penalty 2430.588818 = -139613.104186
  nChanged 21
		SP:Iteration 21Q (47866.950000 sec): 3 clusters
  Score: Raw -142067.407345 + Penalty 2430.588818 = -139636.818526
  nChanged 21
		SP:Iteration 22Q (47867.180000 sec): 3 clusters
  Score: Raw -142089.186188 + Penalty 2430.588818 = -139658.597369
  nChanged 29
		SP:Iteration 23Q (47867.350000 sec): 3 clusters
  Score: Raw -142113.827813 + Penalty 2430.588818 = -139683.238994
  nChanged 15
		SP:Iteration 24Q (47867.470000 sec): 3 clusters
  Score: Raw -142128.346652 + Penalty 2430.588818 = -139697.757834
  nChanged 12
		SP:Iteration 25Q (47867.650000 sec): 3 clusters
  Score: Raw -142139.630036 + Penalty 2430.588818 = -139709.041217
  nChanged 12
		SP:Iteration 26Q (47867.830000 sec): 3 clusters
  Score: Raw -142150.646449 + Penalty 2430.588818 = -139720.057631
  nChanged 11
		SP:Iteration 27Q (47867.960000 sec): 3 clusters
  Score: Raw -142160.136737 + Penalty 2430.588818 = -139729.547919
  nChanged 6
		SP:Iteration 28Q (47868.150000 sec): 3 clusters
  Score: Raw -142164.000500 + Penalty 2430.588818 = -139733.411682
  nChanged 4
		SP:Iteration 29Q (47868.330000 sec): 3 clusters
  Score: Raw -142167.084030 + Penalty 2430.588818 = -139736.495212
  nChanged 2
		SP:Iteration 30Q (47868.450000 sec): 3 clusters
  Score: Raw -142169.178248 + Penalty 2430.588818 = -139738.589430
  nChanged 4
		SP:Iteration 31Q (47868.640000 sec): 3 clusters
  Score: Raw -142172.338122 + Penalty 2430.588818 = -139741.749304
  nChanged 7
		SP:Iteration 32Q (47868.810000 sec): 3 clusters
  Score: Raw -142176.893756 + Penalty 2430.588818 = -139746.304937
  nChanged 7
		SP:Iteration 33Q (47868.930000 sec): 3 clusters
  Score: Raw -142181.914008 + Penalty 2430.588818 = -139751.325190
  nChanged 3
		SP:Iteration 34Q (47869.110000 sec): 3 clusters
  Score: Raw -142183.706230 + Penalty 2430.588818 = -139753.117412
  nChanged 1
		SP:Iteration 35Q (47869.270000 sec): 3 clusters
  Score: Raw -142183.903408 + Penalty 2430.588818 = -139753.314589
  nChanged 1
		SP:Iteration 36Q (47869.490000 sec): 3 clusters
  Score: Raw -142184.451790 + Penalty 2430.588818 = -139753.862971
  nChanged 0
		SP:Iteration 37F (47869.700000 sec): 3 clusters
  Score: Raw -142184.451790 + Penalty 2430.588818 = -139753.862971
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 47 (7184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47869.840000 sec): 2 clusters
  Score: Raw -599832.892768 + Penalty 1442.936887 = -598389.955881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47870.080000 sec): 3 clusters
  Score: Raw -595950.716094 + Penalty 2885.873773 = -593064.842321
  nChanged 2956
		SP:Iteration 1F (47870.260000 sec): 3 clusters
  Score: Raw -597490.801421 + Penalty 2885.873773 = -594604.927647
  nChanged 477
		SP:Iteration 2F (47870.450000 sec): 3 clusters
  Score: Raw -597708.103066 + Penalty 2885.873773 = -594822.229293
  nChanged 361
		SP:Iteration 3F (47870.720000 sec): 3 clusters
  Score: Raw -597876.082358 + Penalty 2885.873773 = -594990.208585
  nChanged 300
		SP:Iteration 4Q (47870.990000 sec): 3 clusters
  Score: Raw -598006.507435 + Penalty 2885.873773 = -595120.633662
  nChanged 261
		SP:Iteration 5Q (47871.250000 sec): 3 clusters
  Score: Raw -598115.874604 + Penalty 2885.873773 = -595230.000830
  nChanged 250
		SP:Iteration 6Q (47871.480000 sec): 3 clusters
  Score: Raw -598228.543846 + Penalty 2885.873773 = -595342.670073
  nChanged 244
		SP:Iteration 7Q (47871.700000 sec): 3 clusters
  Score: Raw -598341.444131 + Penalty 2885.873773 = -595455.570358
  nChanged 241
		SP:Iteration 8Q (47871.930000 sec): 3 clusters
  Score: Raw -598453.435304 + Penalty 2885.873773 = -595567.561531
  nChanged 245
		SP:Iteration 9Q (47872.230000 sec): 3 clusters
  Score: Raw -598566.405572 + Penalty 2885.873773 = -595680.531798
  nChanged 222
		SP:Iteration 10Q (47872.490000 sec): 3 clusters
  Score: Raw -598683.630797 + Penalty 2885.873773 = -595797.757024
  nChanged 232
		SP:Iteration 11Q (47872.740000 sec): 3 clusters
  Score: Raw -598807.172249 + Penalty 2885.873773 = -595921.298476
  nChanged 221
		SP:Iteration 12Q (47872.890000 sec): 3 clusters
  Score: Raw -598928.783150 + Penalty 2885.873773 = -596042.909377
  nChanged 208
		SP:Iteration 13Q (47873.060000 sec): 3 clusters
  Score: Raw -599035.195354 + Penalty 2885.873773 = -596149.321581
  nChanged 191
		SP:Iteration 14Q (47873.220000 sec): 3 clusters
  Score: Raw -599127.593659 + Penalty 2885.873773 = -596241.719886
  nChanged 170
		SP:Iteration 15Q (47873.420000 sec): 3 clusters
  Score: Raw -599207.637748 + Penalty 2885.873773 = -596321.763975
  nChanged 156
		SP:Iteration 16Q (47873.610000 sec): 3 clusters
  Score: Raw -599279.991362 + Penalty 2885.873773 = -596394.117588
  nChanged 159
		SP:Iteration 17Q (47873.820000 sec): 3 clusters
  Score: Raw -599356.607230 + Penalty 2885.873773 = -596470.733456
  nChanged 136
		SP:Iteration 18Q (47874.020000 sec): 3 clusters
  Score: Raw -599412.094748 + Penalty 2885.873773 = -596526.220975
  nChanged 112
		SP:Iteration 19Q (47874.190000 sec): 3 clusters
  Score: Raw -599458.842359 + Penalty 2885.873773 = -596572.968586
  nChanged 94
		SP:Iteration 20F (47874.390000 sec): 3 clusters
  Score: Raw -599489.930772 + Penalty 2885.873773 = -596604.056999
  nChanged 76
		SP:Iteration 21Q (47874.560000 sec): 3 clusters
  Score: Raw -599517.059765 + Penalty 2885.873773 = -596631.185992
  nChanged 74
		SP:Iteration 22Q (47874.750000 sec): 3 clusters
  Score: Raw -599543.382951 + Penalty 2885.873773 = -596657.509178
  nChanged 72
		SP:Iteration 23Q (47874.930000 sec): 3 clusters
  Score: Raw -599567.272903 + Penalty 2885.873773 = -596681.399130
  nChanged 66
		SP:Iteration 24Q (47875.140000 sec): 3 clusters
  Score: Raw -599588.946985 + Penalty 2885.873773 = -596703.073212
  nChanged 53
		SP:Iteration 25Q (47875.320000 sec): 3 clusters
  Score: Raw -599609.049755 + Penalty 2885.873773 = -596723.175981
  nChanged 61
		SP:Iteration 26Q (47875.540000 sec): 3 clusters
  Score: Raw -599630.576511 + Penalty 2885.873773 = -596744.702738
  nChanged 64
		SP:Iteration 27Q (47875.750000 sec): 3 clusters
  Score: Raw -599653.705202 + Penalty 2885.873773 = -596767.831429
  nChanged 66
		SP:Iteration 28Q (47875.940000 sec): 3 clusters
  Score: Raw -599674.905440 + Penalty 2885.873773 = -596789.031666
  nChanged 54
		SP:Iteration 29Q (47876.140000 sec): 3 clusters
  Score: Raw -599692.823193 + Penalty 2885.873773 = -596806.949420
  nChanged 52
		SP:Iteration 30Q (47876.390000 sec): 3 clusters
  Score: Raw -599712.687135 + Penalty 2885.873773 = -596826.813362
  nChanged 61
		SP:Iteration 31Q (47876.550000 sec): 3 clusters
  Score: Raw -599739.465903 + Penalty 2885.873773 = -596853.592130
  nChanged 70
		SP:Iteration 32Q (47876.770000 sec): 3 clusters
  Score: Raw -599769.472997 + Penalty 2885.873773 = -596883.599224
  nChanged 61
		SP:Iteration 33Q (47876.960000 sec): 3 clusters
  Score: Raw -599798.712016 + Penalty 2885.873773 = -596912.838243
  nChanged 61
		SP:Iteration 34Q (47877.170000 sec): 3 clusters
  Score: Raw -599828.334621 + Penalty 2885.873773 = -596942.460848
  nChanged 61
		SP:Iteration 35Q (47877.350000 sec): 3 clusters
  Score: Raw -599855.474766 + Penalty 2885.873773 = -596969.600993
  nChanged 65
		SP:Iteration 36Q (47877.540000 sec): 3 clusters
  Score: Raw -599886.360298 + Penalty 2885.873773 = -597000.486525
  nChanged 58
		SP:Iteration 37Q (47877.710000 sec): 3 clusters
  Score: Raw -599916.505411 + Penalty 2885.873773 = -597030.631638
  nChanged 54
		SP:Iteration 38Q (47877.870000 sec): 3 clusters
  Score: Raw -599950.081455 + Penalty 2885.873773 = -597064.207682
  nChanged 46
		SP:Iteration 39Q (47878.090000 sec): 3 clusters
  Score: Raw -599979.559849 + Penalty 2885.873773 = -597093.686076
  nChanged 47
		SP:Iteration 40F (47878.410000 sec): 3 clusters
  Score: Raw -600005.021179 + Penalty 2885.873773 = -597119.147406
  nChanged 32
		SP:Iteration 41Q (47878.560000 sec): 3 clusters
  Score: Raw -600019.967480 + Penalty 2885.873773 = -597134.093707
  nChanged 29
		SP:Iteration 42Q (47878.790000 sec): 3 clusters
  Score: Raw -600036.891680 + Penalty 2885.873773 = -597151.017907
  nChanged 25
		SP:Iteration 43Q (47878.960000 sec): 3 clusters
  Score: Raw -600051.369600 + Penalty 2885.873773 = -597165.495827
  nChanged 17
		SP:Iteration 44Q (47879.150000 sec): 3 clusters
  Score: Raw -600060.997947 + Penalty 2885.873773 = -597175.124174
  nChanged 17
		SP:Iteration 45Q (47879.350000 sec): 3 clusters
  Score: Raw -600069.981922 + Penalty 2885.873773 = -597184.108149
  nChanged 14
		SP:Iteration 46Q (47879.580000 sec): 3 clusters
  Score: Raw -600074.481246 + Penalty 2885.873773 = -597188.607473
  nChanged 4
		SP:Iteration 47Q (47879.850000 sec): 3 clusters
  Score: Raw -600076.290030 + Penalty 2885.873773 = -597190.416257
  nChanged 5
		SP:Iteration 48Q (47880.130000 sec): 3 clusters
  Score: Raw -600077.629931 + Penalty 2885.873773 = -597191.756158
  nChanged 6
		SP:Iteration 49Q (47880.380000 sec): 3 clusters
  Score: Raw -600079.527665 + Penalty 2885.873773 = -597193.653892
  nChanged 2
		SP:Iteration 50Q (47880.600000 sec): 3 clusters
  Score: Raw -600079.996435 + Penalty 2885.873773 = -597194.122662
  nChanged 2
		SP:Iteration 51Q (47880.880000 sec): 3 clusters
  Score: Raw -600081.153701 + Penalty 2885.873773 = -597195.279927
  nChanged 5
		SP:Iteration 52Q (47881.090000 sec): 3 clusters
  Score: Raw -600085.021904 + Penalty 2885.873773 = -597199.148130
  nChanged 4
		SP:Iteration 53Q (47881.300000 sec): 3 clusters
  Score: Raw -600087.235152 + Penalty 2885.873773 = -597201.361379
  nChanged 5
		SP:Iteration 54Q (47881.510000 sec): 3 clusters
  Score: Raw -600089.213277 + Penalty 2885.873773 = -597203.339503
  nChanged 1
		SP:Iteration 55Q (47881.760000 sec): 3 clusters
  Score: Raw -600089.539506 + Penalty 2885.873773 = -597203.665733
  nChanged 2
		SP:Iteration 56Q (47882.030000 sec): 3 clusters
  Score: Raw -600090.388166 + Penalty 2885.873773 = -597204.514393
  nChanged 2
		SP:Iteration 57Q (47882.290000 sec): 3 clusters
  Score: Raw -600090.777450 + Penalty 2885.873773 = -597204.903677
  nChanged 3
		SP:Iteration 58Q (47882.450000 sec): 3 clusters
  Score: Raw -600092.279178 + Penalty 2885.873773 = -597206.405405
  nChanged 2
		SP:Iteration 59Q (47882.700000 sec): 3 clusters
  Score: Raw -600092.670876 + Penalty 2885.873773 = -597206.797103
  nChanged 2
		SP:Iteration 60F (47882.950000 sec): 3 clusters
  Score: Raw -600093.072795 + Penalty 2885.873773 = -597207.199022
  nChanged 1
		SP:Iteration 61Q (47883.140000 sec): 3 clusters
  Score: Raw -600093.423845 + Penalty 2885.873773 = -597207.550072
  nChanged 3
		SP:Iteration 62Q (47883.390000 sec): 3 clusters
  Score: Raw -600094.710283 + Penalty 2885.873773 = -597208.836510
  nChanged 2
		SP:Iteration 63Q (47883.640000 sec): 3 clusters
  Score: Raw -600095.069723 + Penalty 2885.873773 = -597209.195949
  nChanged 2
		SP:Iteration 64Q (47883.810000 sec): 3 clusters
  Score: Raw -600096.027809 + Penalty 2885.873773 = -597210.154036
  nChanged 2
		SP:Iteration 65Q (47884.060000 sec): 3 clusters
  Score: Raw -600097.156698 + Penalty 2885.873773 = -597211.282924
  nChanged 0
		SP:Iteration 66F (47884.230000 sec): 3 clusters
  Score: Raw -600097.156698 + Penalty 2885.873773 = -597211.282924
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 48 (10049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47884.370000 sec): 2 clusters
  Score: Raw -768530.022890 + Penalty 1497.474616 = -767032.548274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47884.600000 sec): 3 clusters
  Score: Raw -762748.553945 + Penalty 2994.949232 = -759753.604713
  nChanged 4429
		SP:Iteration 1F (47884.800000 sec): 3 clusters
  Score: Raw -765327.211181 + Penalty 2994.949232 = -762332.261949
  nChanged 732
		SP:Iteration 2F (47885.070000 sec): 3 clusters
  Score: Raw -765708.040232 + Penalty 2994.949232 = -762713.091000
  nChanged 620
		SP:Iteration 3F (47885.310000 sec): 3 clusters
  Score: Raw -766044.104584 + Penalty 2994.949232 = -763049.155352
  nChanged 505
		SP:Iteration 4F (47885.550000 sec): 3 clusters
  Score: Raw -766309.093849 + Penalty 2994.949232 = -763314.144617
  nChanged 505
		SP:Iteration 5F (47885.760000 sec): 3 clusters
  Score: Raw -766569.045964 + Penalty 2994.949232 = -763574.096732
  nChanged 436
		SP:Iteration 6Q (47886.000000 sec): 3 clusters
  Score: Raw -766799.950007 + Penalty 2994.949232 = -763805.000775
  nChanged 427
		SP:Iteration 7Q (47886.170000 sec): 3 clusters
  Score: Raw -767021.496967 + Penalty 2994.949232 = -764026.547735
  nChanged 405
		SP:Iteration 8Q (47886.420000 sec): 3 clusters
  Score: Raw -767241.188205 + Penalty 2994.949232 = -764246.238973
  nChanged 407
		SP:Iteration 9Q (47886.580000 sec): 3 clusters
  Score: Raw -767481.032942 + Penalty 2994.949232 = -764486.083710
  nChanged 385
		SP:Iteration 10Q (47886.790000 sec): 3 clusters
  Score: Raw -767698.305178 + Penalty 2994.949232 = -764703.355946
  nChanged 342
		SP:Iteration 11Q (47887.050000 sec): 3 clusters
  Score: Raw -767900.386866 + Penalty 2994.949232 = -764905.437634
  nChanged 317
		SP:Iteration 12Q (47887.240000 sec): 3 clusters
  Score: Raw -768095.892689 + Penalty 2994.949232 = -765100.943457
  nChanged 287
		SP:Iteration 13Q (47887.430000 sec): 3 clusters
  Score: Raw -768270.403937 + Penalty 2994.949232 = -765275.454705
  nChanged 226
		SP:Iteration 14Q (47887.690000 sec): 3 clusters
  Score: Raw -768413.684067 + Penalty 2994.949232 = -765418.734835
  nChanged 188
		SP:Iteration 15Q (47887.980000 sec): 3 clusters
  Score: Raw -768539.549721 + Penalty 2994.949232 = -765544.600489
  nChanged 144
		SP:Iteration 16Q (47888.240000 sec): 3 clusters
  Score: Raw -768631.503425 + Penalty 2994.949232 = -765636.554193
  nChanged 118
		SP:Iteration 17Q (47888.500000 sec): 3 clusters
  Score: Raw -768726.506468 + Penalty 2994.949232 = -765731.557236
  nChanged 114
		SP:Iteration 18Q (47888.730000 sec): 3 clusters
  Score: Raw -768822.076419 + Penalty 2994.949232 = -765827.127187
  nChanged 68
		SP:Iteration 19Q (47888.900000 sec): 3 clusters
  Score: Raw -768873.312664 + Penalty 2994.949232 = -765878.363432
  nChanged 54
		SP:Iteration 20F (47889.130000 sec): 3 clusters
  Score: Raw -768907.852606 + Penalty 2994.949232 = -765912.903374
  nChanged 33
		SP:Iteration 21Q (47889.340000 sec): 3 clusters
  Score: Raw -768925.020212 + Penalty 2994.949232 = -765930.070980
  nChanged 18
		SP:Iteration 22Q (47889.510000 sec): 3 clusters
  Score: Raw -768933.281839 + Penalty 2994.949232 = -765938.332607
  nChanged 8
		SP:Iteration 23Q (47889.730000 sec): 3 clusters
  Score: Raw -768938.202686 + Penalty 2994.949232 = -765943.253454
  nChanged 13
		SP:Iteration 24Q (47889.890000 sec): 3 clusters
  Score: Raw -768944.580780 + Penalty 2994.949232 = -765949.631548
  nChanged 15
		SP:Iteration 25Q (47890.130000 sec): 3 clusters
  Score: Raw -768956.527161 + Penalty 2994.949232 = -765961.577929
  nChanged 14
		SP:Iteration 26Q (47890.350000 sec): 3 clusters
  Score: Raw -768970.471904 + Penalty 2994.949232 = -765975.522672
  nChanged 17
		SP:Iteration 27Q (47890.550000 sec): 3 clusters
  Score: Raw -768980.069694 + Penalty 2994.949232 = -765985.120462
  nChanged 10
		SP:Iteration 28Q (47890.730000 sec): 3 clusters
  Score: Raw -768989.869860 + Penalty 2994.949232 = -765994.920629
  nChanged 14
		SP:Iteration 29Q (47890.970000 sec): 3 clusters
  Score: Raw -769001.416586 + Penalty 2994.949232 = -766006.467354
  nChanged 13
		SP:Iteration 30Q (47891.190000 sec): 3 clusters
  Score: Raw -769008.300996 + Penalty 2994.949232 = -766013.351764
  nChanged 7
		SP:Iteration 31Q (47891.430000 sec): 3 clusters
  Score: Raw -769011.853105 + Penalty 2994.949232 = -766016.903873
  nChanged 7
		SP:Iteration 32Q (47891.670000 sec): 3 clusters
  Score: Raw -769016.888683 + Penalty 2994.949232 = -766021.939451
  nChanged 3
		SP:Iteration 33Q (47891.890000 sec): 3 clusters
  Score: Raw -769018.122825 + Penalty 2994.949232 = -766023.173593
  nChanged 1
		SP:Iteration 34Q (47892.140000 sec): 3 clusters
  Score: Raw -769018.435894 + Penalty 2994.949232 = -766023.486662
  nChanged 0
		SP:Iteration 35F (47892.330000 sec): 3 clusters
  Score: Raw -769018.435894 + Penalty 2994.949232 = -766023.486662
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 49 (4313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47892.470000 sec): 2 clusters
  Score: Raw -364224.265519 + Penalty 1360.025712 = -362864.239807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47892.690000 sec): 3 clusters
  Score: Raw -362021.590160 + Penalty 2720.051424 = -359301.538737
  nChanged 1735
		SP:Iteration 1F (47892.850000 sec): 3 clusters
  Score: Raw -363000.592964 + Penalty 2720.051424 = -360280.541540
  nChanged 334
		SP:Iteration 2F (47893.110000 sec): 3 clusters
  Score: Raw -363227.797568 + Penalty 2720.051424 = -360507.746144
  nChanged 283
		SP:Iteration 3F (47893.290000 sec): 3 clusters
  Score: Raw -363442.636394 + Penalty 2720.051424 = -360722.584970
  nChanged 287
		SP:Iteration 4F (47893.490000 sec): 3 clusters
  Score: Raw -363658.082719 + Penalty 2720.051424 = -360938.031295
  nChanged 257
		SP:Iteration 5F (47893.670000 sec): 3 clusters
  Score: Raw -363854.227754 + Penalty 2720.051424 = -361134.176330
  nChanged 200
		SP:Iteration 6Q (47893.910000 sec): 3 clusters
  Score: Raw -364009.310584 + Penalty 2720.051424 = -361289.259160
  nChanged 183
		SP:Iteration 7Q (47894.070000 sec): 3 clusters
  Score: Raw -364164.268216 + Penalty 2720.051424 = -361444.216792
  nChanged 154
		SP:Iteration 8Q (47894.270000 sec): 3 clusters
  Score: Raw -364282.490833 + Penalty 2720.051424 = -361562.439409
  nChanged 112
		SP:Iteration 9Q (47894.510000 sec): 3 clusters
  Score: Raw -364365.508524 + Penalty 2720.051424 = -361645.457100
  nChanged 81
		SP:Iteration 10Q (47894.680000 sec): 3 clusters
  Score: Raw -364422.575236 + Penalty 2720.051424 = -361702.523812
  nChanged 61
		SP:Iteration 11Q (47894.850000 sec): 3 clusters
  Score: Raw -364472.689614 + Penalty 2720.051424 = -361752.638190
  nChanged 51
		SP:Iteration 12Q (47895.020000 sec): 3 clusters
  Score: Raw -364505.362759 + Penalty 2720.051424 = -361785.311335
  nChanged 46
		SP:Iteration 13Q (47895.140000 sec): 3 clusters
  Score: Raw -364541.772073 + Penalty 2720.051424 = -361821.720649
  nChanged 48
		SP:Iteration 14Q (47895.340000 sec): 3 clusters
  Score: Raw -364573.726879 + Penalty 2720.051424 = -361853.675455
  nChanged 33
		SP:Iteration 15Q (47895.560000 sec): 3 clusters
  Score: Raw -364588.063969 + Penalty 2720.051424 = -361868.012545
  nChanged 25
		SP:Iteration 16Q (47895.770000 sec): 3 clusters
  Score: Raw -364599.450962 + Penalty 2720.051424 = -361879.399538
  nChanged 31
		SP:Iteration 17Q (47895.980000 sec): 3 clusters
  Score: Raw -364612.326730 + Penalty 2720.051424 = -361892.275306
  nChanged 21
		SP:Iteration 18Q (47896.140000 sec): 3 clusters
  Score: Raw -364621.761897 + Penalty 2720.051424 = -361901.710473
  nChanged 14
		SP:Iteration 19Q (47896.310000 sec): 3 clusters
  Score: Raw -364628.222615 + Penalty 2720.051424 = -361908.171191
  nChanged 20
		SP:Iteration 20F (47896.460000 sec): 3 clusters
  Score: Raw -364636.361181 + Penalty 2720.051424 = -361916.309757
  nChanged 16
		SP:Iteration 21Q (47896.680000 sec): 3 clusters
  Score: Raw -364646.247037 + Penalty 2720.051424 = -361926.195613
  nChanged 16
		SP:Iteration 22Q (47896.860000 sec): 3 clusters
  Score: Raw -364655.788919 + Penalty 2720.051424 = -361935.737495
  nChanged 20
		SP:Iteration 23Q (47897.020000 sec): 3 clusters
  Score: Raw -364668.483665 + Penalty 2720.051424 = -361948.432241
  nChanged 17
		SP:Iteration 24Q (47897.220000 sec): 3 clusters
  Score: Raw -364680.802279 + Penalty 2720.051424 = -361960.750855
  nChanged 18
		SP:Iteration 25Q (47897.380000 sec): 3 clusters
  Score: Raw -364692.675438 + Penalty 2720.051424 = -361972.624014
  nChanged 19
		SP:Iteration 26Q (47897.530000 sec): 3 clusters
  Score: Raw -364703.248081 + Penalty 2720.051424 = -361983.196657
  nChanged 19
		SP:Iteration 27Q (47897.670000 sec): 3 clusters
  Score: Raw -364710.494412 + Penalty 2720.051424 = -361990.442988
  nChanged 11
		SP:Iteration 28Q (47897.820000 sec): 3 clusters
  Score: Raw -364714.184490 + Penalty 2720.051424 = -361994.133066
  nChanged 4
		SP:Iteration 29Q (47897.960000 sec): 3 clusters
  Score: Raw -364717.050667 + Penalty 2720.051424 = -361996.999243
  nChanged 7
		SP:Iteration 30Q (47898.100000 sec): 3 clusters
  Score: Raw -364721.971967 + Penalty 2720.051424 = -362001.920543
  nChanged 10
		SP:Iteration 31Q (47898.240000 sec): 3 clusters
  Score: Raw -364729.105573 + Penalty 2720.051424 = -362009.054149
  nChanged 12
		SP:Iteration 32Q (47898.380000 sec): 3 clusters
  Score: Raw -364737.127461 + Penalty 2720.051424 = -362017.076037
  nChanged 15
		SP:Iteration 33Q (47898.520000 sec): 3 clusters
  Score: Raw -364742.277884 + Penalty 2720.051424 = -362022.226460
  nChanged 14
		SP:Iteration 34Q (47898.670000 sec): 3 clusters
  Score: Raw -364746.851833 + Penalty 2720.051424 = -362026.800409
  nChanged 12
		SP:Iteration 35Q (47898.810000 sec): 3 clusters
  Score: Raw -364750.690427 + Penalty 2720.051424 = -362030.639003
  nChanged 13
		SP:Iteration 36Q (47899.000000 sec): 3 clusters
  Score: Raw -364755.014657 + Penalty 2720.051424 = -362034.963233
  nChanged 6
		SP:Iteration 37Q (47899.220000 sec): 3 clusters
  Score: Raw -364756.286052 + Penalty 2720.051424 = -362036.234628
  nChanged 5
		SP:Iteration 38Q (47899.370000 sec): 3 clusters
  Score: Raw -364757.778332 + Penalty 2720.051424 = -362037.726908
  nChanged 4
		SP:Iteration 39Q (47899.500000 sec): 3 clusters
  Score: Raw -364759.019771 + Penalty 2720.051424 = -362038.968347
  nChanged 3
		SP:Iteration 40F (47899.720000 sec): 3 clusters
  Score: Raw -364759.651812 + Penalty 2720.051424 = -362039.600389
  nChanged 1
		SP:Iteration 41Q (47899.870000 sec): 3 clusters
  Score: Raw -364759.749845 + Penalty 2720.051424 = -362039.698421
  nChanged 0
		SP:Iteration 42F (47900.050000 sec): 3 clusters
  Score: Raw -364759.749845 + Penalty 2720.051424 = -362039.698421
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 50 (7858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47900.190000 sec): 2 clusters
  Score: Raw -732401.200821 + Penalty 1457.509203 = -730943.691619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47900.400000 sec): 3 clusters
  Score: Raw -728093.065421 + Penalty 2915.018405 = -725178.047016
  nChanged 3248
		SP:Iteration 1F (47900.580000 sec): 3 clusters
  Score: Raw -729836.221739 + Penalty 2915.018405 = -726921.203334
  nChanged 511
		SP:Iteration 2F (47900.820000 sec): 3 clusters
  Score: Raw -730069.976509 + Penalty 2915.018405 = -727154.958104
  nChanged 402
		SP:Iteration 3F (47901.050000 sec): 3 clusters
  Score: Raw -730253.170391 + Penalty 2915.018405 = -727338.151986
  nChanged 331
		SP:Iteration 4Q (47901.220000 sec): 3 clusters
  Score: Raw -730405.846442 + Penalty 2915.018405 = -727490.828037
  nChanged 307
		SP:Iteration 5Q (47901.370000 sec): 3 clusters
  Score: Raw -730549.280713 + Penalty 2915.018405 = -727634.262308
  nChanged 320
		SP:Iteration 6Q (47901.510000 sec): 3 clusters
  Score: Raw -730704.416800 + Penalty 2915.018405 = -727789.398395
  nChanged 299
		SP:Iteration 7Q (47901.730000 sec): 3 clusters
  Score: Raw -730865.029239 + Penalty 2915.018405 = -727950.010834
  nChanged 287
		SP:Iteration 8Q (47901.880000 sec): 3 clusters
  Score: Raw -731020.048685 + Penalty 2915.018405 = -728105.030280
  nChanged 286
		SP:Iteration 9Q (47902.070000 sec): 3 clusters
  Score: Raw -731168.549944 + Penalty 2915.018405 = -728253.531539
  nChanged 264
		SP:Iteration 10Q (47902.290000 sec): 3 clusters
  Score: Raw -731318.488911 + Penalty 2915.018405 = -728403.470506
  nChanged 300
		SP:Iteration 11Q (47902.470000 sec): 3 clusters
  Score: Raw -731492.650000 + Penalty 2915.018405 = -728577.631595
  nChanged 270
		SP:Iteration 12Q (47902.680000 sec): 3 clusters
  Score: Raw -731645.452446 + Penalty 2915.018405 = -728730.434041
  nChanged 220
		SP:Iteration 13Q (47902.850000 sec): 3 clusters
  Score: Raw -731743.575793 + Penalty 2915.018405 = -728828.557388
  nChanged 159
		SP:Iteration 14Q (47903.010000 sec): 3 clusters
  Score: Raw -731794.887603 + Penalty 2915.018405 = -728879.869198
  nChanged 92
		SP:Iteration 15Q (47903.170000 sec): 3 clusters
  Score: Raw -731819.689940 + Penalty 2915.018405 = -728904.671535
  nChanged 59
		SP:Iteration 16Q (47903.330000 sec): 3 clusters
  Score: Raw -731835.316189 + Penalty 2915.018405 = -728920.297784
  nChanged 56
		SP:Iteration 17Q (47903.480000 sec): 3 clusters
  Score: Raw -731849.281502 + Penalty 2915.018405 = -728934.263097
  nChanged 49
		SP:Iteration 18Q (47903.680000 sec): 3 clusters
  Score: Raw -731857.802501 + Penalty 2915.018405 = -728942.784096
  nChanged 25
		SP:Iteration 19Q (47903.860000 sec): 3 clusters
  Score: Raw -731862.111183 + Penalty 2915.018405 = -728947.092777
  nChanged 16
		SP:Iteration 20F (47904.040000 sec): 3 clusters
  Score: Raw -731864.289468 + Penalty 2915.018405 = -728949.271063
  nChanged 12
		SP:Iteration 21Q (47904.200000 sec): 3 clusters
  Score: Raw -731865.592892 + Penalty 2915.018405 = -728950.574487
  nChanged 13
		SP:Iteration 22Q (47904.440000 sec): 3 clusters
  Score: Raw -731867.866754 + Penalty 2915.018405 = -728952.848349
  nChanged 17
		SP:Iteration 23Q (47904.620000 sec): 3 clusters
  Score: Raw -731870.507617 + Penalty 2915.018405 = -728955.489212
  nChanged 13
		SP:Iteration 24Q (47904.800000 sec): 3 clusters
  Score: Raw -731872.302943 + Penalty 2915.018405 = -728957.284538
  nChanged 16
		SP:Iteration 25Q (47904.970000 sec): 3 clusters
  Score: Raw -731875.360194 + Penalty 2915.018405 = -728960.341789
  nChanged 12
		SP:Iteration 26Q (47905.210000 sec): 3 clusters
  Score: Raw -731877.016773 + Penalty 2915.018405 = -728961.998368
  nChanged 12
		SP:Iteration 27Q (47905.350000 sec): 3 clusters
  Score: Raw -731878.495553 + Penalty 2915.018405 = -728963.477148
  nChanged 11
		SP:Iteration 28Q (47905.540000 sec): 3 clusters
  Score: Raw -731880.012853 + Penalty 2915.018405 = -728964.994448
  nChanged 15
		SP:Iteration 29Q (47905.720000 sec): 3 clusters
  Score: Raw -731882.104062 + Penalty 2915.018405 = -728967.085657
  nChanged 12
		SP:Iteration 30Q (47905.950000 sec): 3 clusters
  Score: Raw -731883.821186 + Penalty 2915.018405 = -728968.802781
  nChanged 11
		SP:Iteration 31Q (47906.120000 sec): 3 clusters
  Score: Raw -731885.160132 + Penalty 2915.018405 = -728970.141727
  nChanged 2
		SP:Iteration 32Q (47906.300000 sec): 3 clusters
  Score: Raw -731885.601442 + Penalty 2915.018405 = -728970.583037
  nChanged 4
		SP:Iteration 33Q (47906.480000 sec): 3 clusters
  Score: Raw -731886.140462 + Penalty 2915.018405 = -728971.122057
  nChanged 5
		SP:Iteration 34Q (47906.660000 sec): 3 clusters
  Score: Raw -731886.616899 + Penalty 2915.018405 = -728971.598494
  nChanged 4
		SP:Iteration 35Q (47906.840000 sec): 3 clusters
  Score: Raw -731887.170581 + Penalty 2915.018405 = -728972.152176
  nChanged 5
		SP:Iteration 36Q (47907.010000 sec): 3 clusters
  Score: Raw -731887.759166 + Penalty 2915.018405 = -728972.740761
  nChanged 6
		SP:Iteration 37Q (47907.180000 sec): 3 clusters
  Score: Raw -731888.262666 + Penalty 2915.018405 = -728973.244261
  nChanged 2
		SP:Iteration 38Q (47907.360000 sec): 3 clusters
  Score: Raw -731888.588692 + Penalty 2915.018405 = -728973.570287
  nChanged 5
		SP:Iteration 39Q (47907.530000 sec): 3 clusters
  Score: Raw -731889.207356 + Penalty 2915.018405 = -728974.188951
  nChanged 6
		SP:Iteration 40F (47907.760000 sec): 3 clusters
  Score: Raw -731889.656946 + Penalty 2915.018405 = -728974.638541
  nChanged 1
		SP:Iteration 41Q (47907.930000 sec): 3 clusters
  Score: Raw -731889.770662 + Penalty 2915.018405 = -728974.752257
  nChanged 2
		SP:Iteration 42Q (47908.110000 sec): 3 clusters
  Score: Raw -731889.882013 + Penalty 2915.018405 = -728974.863608
  nChanged 0
		SP:Iteration 43F (47908.300000 sec): 3 clusters
  Score: Raw -731889.882013 + Penalty 2915.018405 = -728974.863608
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 51 (11751 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47908.430000 sec): 2 clusters
  Score: Raw -1001961.977183 + Penalty 1522.900214 = -1000439.076970
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47908.640000 sec): 3 clusters
  Score: Raw -995241.170822 + Penalty 3045.800427 = -992195.370395
  nChanged 5135
		SP:Iteration 1F (47908.840000 sec): 3 clusters
  Score: Raw -998116.987727 + Penalty 3045.800427 = -995071.187300
  nChanged 727
		SP:Iteration 2F (47909.030000 sec): 3 clusters
  Score: Raw -998443.485866 + Penalty 3045.800427 = -995397.685439
  nChanged 585
		SP:Iteration 3Q (47909.230000 sec): 3 clusters
  Score: Raw -998697.271009 + Penalty 3045.800427 = -995651.470582
  nChanged 557
		SP:Iteration 4Q (47909.420000 sec): 3 clusters
  Score: Raw -998923.221879 + Penalty 3045.800427 = -995877.421452
  nChanged 530
		SP:Iteration 5Q (47909.620000 sec): 3 clusters
  Score: Raw -999158.793896 + Penalty 3045.800427 = -996112.993468
  nChanged 515
		SP:Iteration 6Q (47909.880000 sec): 3 clusters
  Score: Raw -999422.302319 + Penalty 3045.800427 = -996376.501891
  nChanged 555
		SP:Iteration 7Q (47910.090000 sec): 3 clusters
  Score: Raw -999763.573550 + Penalty 3045.800427 = -996717.773123
  nChanged 596
		SP:Iteration 8F (47910.280000 sec): 3 clusters
  Score: Raw -1000134.892368 + Penalty 3045.800427 = -997089.091940
  nChanged 565
		SP:Iteration 9Q (47910.510000 sec): 3 clusters
  Score: Raw -1000515.956216 + Penalty 3045.800427 = -997470.155788
  nChanged 505
		SP:Iteration 10Q (47910.740000 sec): 3 clusters
  Score: Raw -1000874.840810 + Penalty 3045.800427 = -997829.040382
  nChanged 434
		SP:Iteration 11Q (47910.970000 sec): 3 clusters
  Score: Raw -1001221.018836 + Penalty 3045.800427 = -998175.218409
  nChanged 347
		SP:Iteration 12Q (47911.170000 sec): 3 clusters
  Score: Raw -1001513.695552 + Penalty 3045.800427 = -998467.895124
  nChanged 261
		SP:Iteration 13Q (47911.370000 sec): 3 clusters
  Score: Raw -1001722.856589 + Penalty 3045.800427 = -998677.056162
  nChanged 193
		SP:Iteration 14Q (47911.570000 sec): 3 clusters
  Score: Raw -1001886.913760 + Penalty 3045.800427 = -998841.113333
  nChanged 141
		SP:Iteration 15Q (47911.770000 sec): 3 clusters
  Score: Raw -1001994.763842 + Penalty 3045.800427 = -998948.963415
  nChanged 84
		SP:Iteration 16Q (47911.970000 sec): 3 clusters
  Score: Raw -1002048.770156 + Penalty 3045.800427 = -999002.969729
  nChanged 60
		SP:Iteration 17Q (47912.170000 sec): 3 clusters
  Score: Raw -1002081.531376 + Penalty 3045.800427 = -999035.730949
  nChanged 53
		SP:Iteration 18Q (47912.350000 sec): 3 clusters
  Score: Raw -1002115.445631 + Penalty 3045.800427 = -999069.645204
  nChanged 47
		SP:Iteration 19Q (47912.530000 sec): 3 clusters
  Score: Raw -1002142.669301 + Penalty 3045.800427 = -999096.868874
  nChanged 36
		SP:Iteration 20F (47912.720000 sec): 3 clusters
  Score: Raw -1002165.369355 + Penalty 3045.800427 = -999119.568928
  nChanged 27
		SP:Iteration 21Q (47912.940000 sec): 3 clusters
  Score: Raw -1002184.311453 + Penalty 3045.800427 = -999138.511026
  nChanged 30
		SP:Iteration 22Q (47913.160000 sec): 3 clusters
  Score: Raw -1002202.058498 + Penalty 3045.800427 = -999156.258070
  nChanged 32
		SP:Iteration 23Q (47913.440000 sec): 3 clusters
  Score: Raw -1002220.213774 + Penalty 3045.800427 = -999174.413347
  nChanged 28
		SP:Iteration 24Q (47913.670000 sec): 3 clusters
  Score: Raw -1002235.783831 + Penalty 3045.800427 = -999189.983404
  nChanged 20
		SP:Iteration 25Q (47913.830000 sec): 3 clusters
  Score: Raw -1002254.467194 + Penalty 3045.800427 = -999208.666767
  nChanged 23
		SP:Iteration 26Q (47914.000000 sec): 3 clusters
  Score: Raw -1002264.725047 + Penalty 3045.800427 = -999218.924619
  nChanged 7
		SP:Iteration 27Q (47914.170000 sec): 3 clusters
  Score: Raw -1002267.731139 + Penalty 3045.800427 = -999221.930712
  nChanged 6
		SP:Iteration 28Q (47914.350000 sec): 3 clusters
  Score: Raw -1002270.836933 + Penalty 3045.800427 = -999225.036506
  nChanged 2
		SP:Iteration 29Q (47914.620000 sec): 3 clusters
  Score: Raw -1002271.464072 + Penalty 3045.800427 = -999225.663645
  nChanged 1
		SP:Iteration 30Q (47914.800000 sec): 3 clusters
  Score: Raw -1002271.919612 + Penalty 3045.800427 = -999226.119185
  nChanged 3
		SP:Iteration 31Q (47914.980000 sec): 3 clusters
  Score: Raw -1002273.454630 + Penalty 3045.800427 = -999227.654203
  nChanged 8
		SP:Iteration 32Q (47915.160000 sec): 3 clusters
  Score: Raw -1002277.142593 + Penalty 3045.800427 = -999231.342166
  nChanged 4
		SP:Iteration 33Q (47915.350000 sec): 3 clusters
  Score: Raw -1002280.434899 + Penalty 3045.800427 = -999234.634472
  nChanged 6
		SP:Iteration 34Q (47915.640000 sec): 3 clusters
  Score: Raw -1002282.518855 + Penalty 3045.800427 = -999236.718427
  nChanged 3
		SP:Iteration 35Q (47915.880000 sec): 3 clusters
  Score: Raw -1002283.314373 + Penalty 3045.800427 = -999237.513946
  nChanged 2
		SP:Iteration 36Q (47916.090000 sec): 3 clusters
  Score: Raw -1002284.207552 + Penalty 3045.800427 = -999238.407125
  nChanged 1
		SP:Iteration 37Q (47916.400000 sec): 3 clusters
  Score: Raw -1002284.344168 + Penalty 3045.800427 = -999238.543741
  nChanged 0
		SP:Iteration 38F (47916.620000 sec): 3 clusters
  Score: Raw -1002284.344168 + Penalty 3045.800427 = -999238.543741
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 52 (14474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47916.790000 sec): 2 clusters
  Score: Raw -1218119.424355 + Penalty 1556.767748 = -1216562.656608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47917.070000 sec): 3 clusters
  Score: Raw -1209663.533022 + Penalty 3113.535495 = -1206549.997527
  nChanged 6476
		SP:Iteration 1F (47917.290000 sec): 3 clusters
  Score: Raw -1213174.622587 + Penalty 3113.535495 = -1210061.087092
  nChanged 881
		SP:Iteration 2F (47917.530000 sec): 3 clusters
  Score: Raw -1213562.762034 + Penalty 3113.535495 = -1210449.226539
  nChanged 744
		SP:Iteration 3F (47917.800000 sec): 3 clusters
  Score: Raw -1213915.008993 + Penalty 3113.535495 = -1210801.473498
  nChanged 762
		SP:Iteration 4F (47918.050000 sec): 3 clusters
  Score: Raw -1214310.929040 + Penalty 3113.535495 = -1211197.393545
  nChanged 789
		SP:Iteration 5F (47918.360000 sec): 3 clusters
  Score: Raw -1214771.552877 + Penalty 3113.535495 = -1211658.017382
  nChanged 796
		SP:Iteration 6F (47918.640000 sec): 3 clusters
  Score: Raw -1215284.697093 + Penalty 3113.535495 = -1212171.161598
  nChanged 792
		SP:Iteration 7F (47918.810000 sec): 3 clusters
  Score: Raw -1215782.923358 + Penalty 3113.535495 = -1212669.387863
  nChanged 740
		SP:Iteration 8F (47919.050000 sec): 3 clusters
  Score: Raw -1216212.993318 + Penalty 3113.535495 = -1213099.457823
  nChanged 601
		SP:Iteration 9Q (47919.310000 sec): 3 clusters
  Score: Raw -1216504.501840 + Penalty 3113.535495 = -1213390.966344
  nChanged 547
		SP:Iteration 10Q (47919.610000 sec): 3 clusters
  Score: Raw -1216747.305936 + Penalty 3113.535495 = -1213633.770441
  nChanged 489
		SP:Iteration 11Q (47919.870000 sec): 3 clusters
  Score: Raw -1216960.535936 + Penalty 3113.535495 = -1213847.000441
  nChanged 403
		SP:Iteration 12Q (47920.060000 sec): 3 clusters
  Score: Raw -1217131.502656 + Penalty 3113.535495 = -1214017.967161
  nChanged 379
		SP:Iteration 13Q (47920.320000 sec): 3 clusters
  Score: Raw -1217278.017477 + Penalty 3113.535495 = -1214164.481982
  nChanged 312
		SP:Iteration 14Q (47920.550000 sec): 3 clusters
  Score: Raw -1217374.097410 + Penalty 3113.535495 = -1214260.561915
  nChanged 250
		SP:Iteration 15Q (47920.770000 sec): 3 clusters
  Score: Raw -1217451.952920 + Penalty 3113.535495 = -1214338.417425
  nChanged 225
		SP:Iteration 16Q (47920.950000 sec): 3 clusters
  Score: Raw -1217516.072082 + Penalty 3113.535495 = -1214402.536587
  nChanged 221
		SP:Iteration 17Q (47921.240000 sec): 3 clusters
  Score: Raw -1217580.707101 + Penalty 3113.535495 = -1214467.171606
  nChanged 197
		SP:Iteration 18Q (47921.520000 sec): 3 clusters
  Score: Raw -1217639.215477 + Penalty 3113.535495 = -1214525.679982
  nChanged 205
		SP:Iteration 19Q (47921.840000 sec): 3 clusters
  Score: Raw -1217693.847066 + Penalty 3113.535495 = -1214580.311571
  nChanged 202
		SP:Iteration 20F (47922.040000 sec): 3 clusters
  Score: Raw -1217748.116742 + Penalty 3113.535495 = -1214634.581247
  nChanged 192
		SP:Iteration 21Q (47922.240000 sec): 3 clusters
  Score: Raw -1217796.883939 + Penalty 3113.535495 = -1214683.348444
  nChanged 185
		SP:Iteration 22Q (47922.540000 sec): 3 clusters
  Score: Raw -1217843.016155 + Penalty 3113.535495 = -1214729.480660
  nChanged 173
		SP:Iteration 23Q (47922.830000 sec): 3 clusters
  Score: Raw -1217887.647845 + Penalty 3113.535495 = -1214774.112350
  nChanged 169
		SP:Iteration 24Q (47923.140000 sec): 3 clusters
  Score: Raw -1217933.257459 + Penalty 3113.535495 = -1214819.721964
  nChanged 188
		SP:Iteration 25Q (47923.440000 sec): 3 clusters
  Score: Raw -1217977.974832 + Penalty 3113.535495 = -1214864.439337
  nChanged 153
		SP:Iteration 26Q (47923.750000 sec): 3 clusters
  Score: Raw -1218014.493820 + Penalty 3113.535495 = -1214900.958325
  nChanged 146
		SP:Iteration 27Q (47924.020000 sec): 3 clusters
  Score: Raw -1218045.311224 + Penalty 3113.535495 = -1214931.775729
  nChanged 127
		SP:Iteration 28Q (47924.290000 sec): 3 clusters
  Score: Raw -1218070.706544 + Penalty 3113.535495 = -1214957.171049
  nChanged 128
		SP:Iteration 29Q (47924.550000 sec): 3 clusters
  Score: Raw -1218098.187624 + Penalty 3113.535495 = -1214984.652129
  nChanged 128
		SP:Iteration 30Q (47924.770000 sec): 3 clusters
  Score: Raw -1218132.277357 + Penalty 3113.535495 = -1215018.741862
  nChanged 142
		SP:Iteration 31Q (47924.990000 sec): 3 clusters
  Score: Raw -1218163.039042 + Penalty 3113.535495 = -1215049.503547
  nChanged 127
		SP:Iteration 32Q (47925.260000 sec): 3 clusters
  Score: Raw -1218189.502863 + Penalty 3113.535495 = -1215075.967368
  nChanged 128
		SP:Iteration 33Q (47925.440000 sec): 3 clusters
  Score: Raw -1218215.396418 + Penalty 3113.535495 = -1215101.860923
  nChanged 114
		SP:Iteration 34Q (47925.700000 sec): 3 clusters
  Score: Raw -1218238.563683 + Penalty 3113.535495 = -1215125.028188
  nChanged 109
		SP:Iteration 35Q (47925.970000 sec): 3 clusters
  Score: Raw -1218261.837774 + Penalty 3113.535495 = -1215148.302279
  nChanged 104
		SP:Iteration 36Q (47926.250000 sec): 3 clusters
  Score: Raw -1218281.934339 + Penalty 3113.535495 = -1215168.398844
  nChanged 97
		SP:Iteration 37Q (47926.450000 sec): 3 clusters
  Score: Raw -1218300.063370 + Penalty 3113.535495 = -1215186.527875
  nChanged 113
		SP:Iteration 38Q (47926.710000 sec): 3 clusters
  Score: Raw -1218324.767047 + Penalty 3113.535495 = -1215211.231552
  nChanged 102
		SP:Iteration 39Q (47926.960000 sec): 3 clusters
  Score: Raw -1218346.580722 + Penalty 3113.535495 = -1215233.045227
  nChanged 100
		SP:Iteration 40F (47927.200000 sec): 3 clusters
  Score: Raw -1218366.648523 + Penalty 3113.535495 = -1215253.113028
  nChanged 88
		SP:Iteration 41Q (47927.450000 sec): 3 clusters
  Score: Raw -1218384.891953 + Penalty 3113.535495 = -1215271.356458
  nChanged 102
		SP:Iteration 42Q (47927.660000 sec): 3 clusters
  Score: Raw -1218405.322604 + Penalty 3113.535495 = -1215291.787109
  nChanged 94
		SP:Iteration 43Q (47927.890000 sec): 3 clusters
  Score: Raw -1218425.657606 + Penalty 3113.535495 = -1215312.122111
  nChanged 88
		SP:Iteration 44Q (47928.130000 sec): 3 clusters
  Score: Raw -1218440.800955 + Penalty 3113.535495 = -1215327.265460
  nChanged 72
		SP:Iteration 45Q (47928.380000 sec): 3 clusters
  Score: Raw -1218452.976348 + Penalty 3113.535495 = -1215339.440853
  nChanged 57
		SP:Iteration 46Q (47928.660000 sec): 3 clusters
  Score: Raw -1218462.820151 + Penalty 3113.535495 = -1215349.284656
  nChanged 62
		SP:Iteration 47Q (47928.950000 sec): 3 clusters
  Score: Raw -1218472.980271 + Penalty 3113.535495 = -1215359.444776
  nChanged 62
		SP:Iteration 48Q (47929.210000 sec): 3 clusters
  Score: Raw -1218484.375793 + Penalty 3113.535495 = -1215370.840298
  nChanged 57
		SP:Iteration 49Q (47929.420000 sec): 3 clusters
  Score: Raw -1218494.050497 + Penalty 3113.535495 = -1215380.515002
  nChanged 49
		SP:Iteration 50Q (47929.710000 sec): 3 clusters
  Score: Raw -1218501.971762 + Penalty 3113.535495 = -1215388.436267
  nChanged 48
		SP:Iteration 51Q (47930.010000 sec): 3 clusters
  Score: Raw -1218510.563025 + Penalty 3113.535495 = -1215397.027530
  nChanged 47
		SP:Iteration 52Q (47930.210000 sec): 3 clusters
  Score: Raw -1218519.841908 + Penalty 3113.535495 = -1215406.306413
  nChanged 55
		SP:Iteration 53Q (47930.490000 sec): 3 clusters
  Score: Raw -1218531.063323 + Penalty 3113.535495 = -1215417.527828
  nChanged 57
		SP:Iteration 54Q (47930.790000 sec): 3 clusters
  Score: Raw -1218540.880607 + Penalty 3113.535495 = -1215427.345112
  nChanged 44
		SP:Iteration 55Q (47931.070000 sec): 3 clusters
  Score: Raw -1218549.700602 + Penalty 3113.535495 = -1215436.165107
  nChanged 42
		SP:Iteration 56Q (47931.290000 sec): 3 clusters
  Score: Raw -1218558.103754 + Penalty 3113.535495 = -1215444.568259
  nChanged 47
		SP:Iteration 57Q (47931.560000 sec): 3 clusters
  Score: Raw -1218568.479083 + Penalty 3113.535495 = -1215454.943588
  nChanged 49
		SP:Iteration 58Q (47931.840000 sec): 3 clusters
  Score: Raw -1218578.954969 + Penalty 3113.535495 = -1215465.419474
  nChanged 51
		SP:Iteration 59Q (47932.160000 sec): 3 clusters
  Score: Raw -1218590.232504 + Penalty 3113.535495 = -1215476.697009
  nChanged 51
		SP:Iteration 60F (47932.440000 sec): 3 clusters
  Score: Raw -1218602.233216 + Penalty 3113.535495 = -1215488.697721
  nChanged 54
		SP:Iteration 61Q (47932.700000 sec): 3 clusters
  Score: Raw -1218614.126568 + Penalty 3113.535495 = -1215500.591073
  nChanged 53
		SP:Iteration 62Q (47932.970000 sec): 3 clusters
  Score: Raw -1218626.100519 + Penalty 3113.535495 = -1215512.565024
  nChanged 57
		SP:Iteration 63Q (47933.230000 sec): 3 clusters
  Score: Raw -1218638.048349 + Penalty 3113.535495 = -1215524.512854
  nChanged 47
		SP:Iteration 64Q (47933.480000 sec): 3 clusters
  Score: Raw -1218647.637177 + Penalty 3113.535495 = -1215534.101682
  nChanged 38
		SP:Iteration 65Q (47933.710000 sec): 3 clusters
  Score: Raw -1218655.152780 + Penalty 3113.535495 = -1215541.617285
  nChanged 27
		SP:Iteration 66Q (47933.960000 sec): 3 clusters
  Score: Raw -1218659.924373 + Penalty 3113.535495 = -1215546.388878
  nChanged 18
		SP:Iteration 67Q (47934.200000 sec): 3 clusters
  Score: Raw -1218663.942496 + Penalty 3113.535495 = -1215550.407001
  nChanged 23
		SP:Iteration 68Q (47934.470000 sec): 3 clusters
  Score: Raw -1218668.323435 + Penalty 3113.535495 = -1215554.787940
  nChanged 22
		SP:Iteration 69Q (47934.770000 sec): 3 clusters
  Score: Raw -1218672.266098 + Penalty 3113.535495 = -1215558.730603
  nChanged 17
		SP:Iteration 70Q (47934.990000 sec): 3 clusters
  Score: Raw -1218674.682531 + Penalty 3113.535495 = -1215561.147036
  nChanged 7
		SP:Iteration 71Q (47935.220000 sec): 3 clusters
  Score: Raw -1218675.790696 + Penalty 3113.535495 = -1215562.255201
  nChanged 10
		SP:Iteration 72Q (47935.500000 sec): 3 clusters
  Score: Raw -1218677.790804 + Penalty 3113.535495 = -1215564.255309
  nChanged 11
		SP:Iteration 73Q (47935.730000 sec): 3 clusters
  Score: Raw -1218679.680363 + Penalty 3113.535495 = -1215566.144868
  nChanged 17
		SP:Iteration 74Q (47936.000000 sec): 3 clusters
  Score: Raw -1218683.336228 + Penalty 3113.535495 = -1215569.800733
  nChanged 17
		SP:Iteration 75Q (47936.240000 sec): 3 clusters
  Score: Raw -1218686.535478 + Penalty 3113.535495 = -1215572.999983
  nChanged 14
		SP:Iteration 76Q (47936.500000 sec): 3 clusters
  Score: Raw -1218688.418707 + Penalty 3113.535495 = -1215574.883212
  nChanged 7
		SP:Iteration 77Q (47936.770000 sec): 3 clusters
  Score: Raw -1218689.357902 + Penalty 3113.535495 = -1215575.822407
  nChanged 3
		SP:Iteration 78Q (47936.990000 sec): 3 clusters
  Score: Raw -1218689.779434 + Penalty 3113.535495 = -1215576.243939
  nChanged 3
		SP:Iteration 79Q (47937.250000 sec): 3 clusters
  Score: Raw -1218690.578031 + Penalty 3113.535495 = -1215577.042536
  nChanged 6
		SP:Iteration 80F (47937.570000 sec): 3 clusters
  Score: Raw -1218691.884166 + Penalty 3113.535495 = -1215578.348671
  nChanged 11
		SP:Iteration 81Q (47937.860000 sec): 3 clusters
  Score: Raw -1218693.260461 + Penalty 3113.535495 = -1215579.724966
  nChanged 15
		SP:Iteration 82Q (47938.090000 sec): 3 clusters
  Score: Raw -1218695.703043 + Penalty 3113.535495 = -1215582.167548
  nChanged 7
		SP:Iteration 83Q (47938.370000 sec): 3 clusters
  Score: Raw -1218696.586221 + Penalty 3113.535495 = -1215583.050726
  nChanged 3
		SP:Iteration 84Q (47938.630000 sec): 3 clusters
  Score: Raw -1218697.022500 + Penalty 3113.535495 = -1215583.487005
  nChanged 2
		SP:Iteration 85Q (47938.940000 sec): 3 clusters
  Score: Raw -1218697.279798 + Penalty 3113.535495 = -1215583.744303
  nChanged 3
		SP:Iteration 86Q (47939.210000 sec): 3 clusters
  Score: Raw -1218697.647643 + Penalty 3113.535495 = -1215584.112148
  nChanged 4
		SP:Iteration 87Q (47939.470000 sec): 3 clusters
  Score: Raw -1218698.664792 + Penalty 3113.535495 = -1215585.129297
  nChanged 9
		SP:Iteration 88Q (47939.710000 sec): 3 clusters
  Score: Raw -1218699.967471 + Penalty 3113.535495 = -1215586.431976
  nChanged 6
		SP:Iteration 89Q (47939.960000 sec): 3 clusters
  Score: Raw -1218700.824962 + Penalty 3113.535495 = -1215587.289467
  nChanged 3
		SP:Iteration 90Q (47940.270000 sec): 3 clusters
  Score: Raw -1218701.175145 + Penalty 3113.535495 = -1215587.639650
  nChanged 3
		SP:Iteration 91Q (47940.530000 sec): 3 clusters
  Score: Raw -1218701.710184 + Penalty 3113.535495 = -1215588.174689
  nChanged 3
		SP:Iteration 92Q (47940.780000 sec): 3 clusters
  Score: Raw -1218702.329489 + Penalty 3113.535495 = -1215588.793994
  nChanged 7
		SP:Iteration 93Q (47941.110000 sec): 3 clusters
  Score: Raw -1218703.261837 + Penalty 3113.535495 = -1215589.726342
  nChanged 4
		SP:Iteration 94Q (47941.350000 sec): 3 clusters
  Score: Raw -1218704.101332 + Penalty 3113.535495 = -1215590.565837
  nChanged 5
		SP:Iteration 95Q (47941.650000 sec): 3 clusters
  Score: Raw -1218704.879548 + Penalty 3113.535495 = -1215591.344053
  nChanged 3
		SP:Iteration 96Q (47941.910000 sec): 3 clusters
  Score: Raw -1218705.187599 + Penalty 3113.535495 = -1215591.652104
  nChanged 1
		SP:Iteration 97Q (47942.170000 sec): 3 clusters
  Score: Raw -1218705.347118 + Penalty 3113.535495 = -1215591.811623
  nChanged 1
		SP:Iteration 98Q (47942.410000 sec): 3 clusters
  Score: Raw -1218705.497354 + Penalty 3113.535495 = -1215591.961859
  nChanged 2
		SP:Iteration 99Q (47942.760000 sec): 3 clusters
  Score: Raw -1218705.767015 + Penalty 3113.535495 = -1215592.231520
  nChanged 1
		SP:Iteration 100F (47942.980000 sec): 3 clusters
  Score: Raw -1218705.832543 + Penalty 3113.535495 = -1215592.297048
  nChanged 1
		SP:Iteration 101Q (47943.210000 sec): 3 clusters
  Score: Raw -1218705.908863 + Penalty 3113.535495 = -1215592.373368
  nChanged 0
		SP:Iteration 102F (47943.460000 sec): 3 clusters
  Score: Raw -1218705.908863 + Penalty 3113.535495 = -1215592.373368
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 53 (6150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47943.570000 sec): 2 clusters
  Score: Raw -497880.167260 + Penalty 1417.683696 = -496462.483564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47943.820000 sec): 3 clusters
  Score: Raw -494548.150107 + Penalty 2835.367392 = -491712.782715
  nChanged 2545
		SP:Iteration 1F (47944.080000 sec): 3 clusters
  Score: Raw -495897.795868 + Penalty 2835.367392 = -493062.428476
  nChanged 439
		SP:Iteration 2F (47944.280000 sec): 3 clusters
  Score: Raw -496106.578996 + Penalty 2835.367392 = -493271.211604
  nChanged 342
		SP:Iteration 3F (47944.470000 sec): 3 clusters
  Score: Raw -496280.153460 + Penalty 2835.367392 = -493444.786067
  nChanged 313
		SP:Iteration 4F (47944.710000 sec): 3 clusters
  Score: Raw -496462.287240 + Penalty 2835.367392 = -493626.919848
  nChanged 282
		SP:Iteration 5Q (47944.910000 sec): 3 clusters
  Score: Raw -496619.041106 + Penalty 2835.367392 = -493783.673714
  nChanged 269
		SP:Iteration 6Q (47945.140000 sec): 3 clusters
  Score: Raw -496772.188841 + Penalty 2835.367392 = -493936.821449
  nChanged 233
		SP:Iteration 7Q (47945.370000 sec): 3 clusters
  Score: Raw -496903.389066 + Penalty 2835.367392 = -494068.021674
  nChanged 237
		SP:Iteration 8Q (47945.590000 sec): 3 clusters
  Score: Raw -497034.196892 + Penalty 2835.367392 = -494198.829499
  nChanged 212
		SP:Iteration 9Q (47945.810000 sec): 3 clusters
  Score: Raw -497160.015001 + Penalty 2835.367392 = -494324.647608
  nChanged 195
		SP:Iteration 10Q (47945.930000 sec): 3 clusters
  Score: Raw -497284.742790 + Penalty 2835.367392 = -494449.375398
  nChanged 176
		SP:Iteration 11Q (47946.150000 sec): 3 clusters
  Score: Raw -497394.299184 + Penalty 2835.367392 = -494558.931792
  nChanged 168
		SP:Iteration 12Q (47946.300000 sec): 3 clusters
  Score: Raw -497493.588372 + Penalty 2835.367392 = -494658.220980
  nChanged 135
		SP:Iteration 13Q (47946.490000 sec): 3 clusters
  Score: Raw -497579.252616 + Penalty 2835.367392 = -494743.885224
  nChanged 123
		SP:Iteration 14Q (47946.720000 sec): 3 clusters
  Score: Raw -497655.262400 + Penalty 2835.367392 = -494819.895008
  nChanged 125
		SP:Iteration 15Q (47946.970000 sec): 3 clusters
  Score: Raw -497733.685117 + Penalty 2835.367392 = -494898.317725
  nChanged 111
		SP:Iteration 16Q (47947.170000 sec): 3 clusters
  Score: Raw -497815.424257 + Penalty 2835.367392 = -494980.056865
  nChanged 114
		SP:Iteration 17Q (47947.350000 sec): 3 clusters
  Score: Raw -497915.235229 + Penalty 2835.367392 = -495079.867837
  nChanged 94
		SP:Iteration 18Q (47947.550000 sec): 3 clusters
  Score: Raw -498011.449511 + Penalty 2835.367392 = -495176.082118
  nChanged 77
		SP:Iteration 19Q (47947.750000 sec): 3 clusters
  Score: Raw -498070.426134 + Penalty 2835.367392 = -495235.058741
  nChanged 66
		SP:Iteration 20F (47947.970000 sec): 3 clusters
  Score: Raw -498117.023070 + Penalty 2835.367392 = -495281.655678
  nChanged 58
		SP:Iteration 21Q (47948.230000 sec): 3 clusters
  Score: Raw -498148.013071 + Penalty 2835.367392 = -495312.645679
  nChanged 36
		SP:Iteration 22Q (47948.450000 sec): 3 clusters
  Score: Raw -498169.702283 + Penalty 2835.367392 = -495334.334890
  nChanged 34
		SP:Iteration 23Q (47948.650000 sec): 3 clusters
  Score: Raw -498189.844830 + Penalty 2835.367392 = -495354.477437
  nChanged 32
		SP:Iteration 24Q (47948.850000 sec): 3 clusters
  Score: Raw -498205.340052 + Penalty 2835.367392 = -495369.972659
  nChanged 27
		SP:Iteration 25Q (47948.990000 sec): 3 clusters
  Score: Raw -498218.922660 + Penalty 2835.367392 = -495383.555268
  nChanged 23
		SP:Iteration 26Q (47949.150000 sec): 3 clusters
  Score: Raw -498228.261213 + Penalty 2835.367392 = -495392.893821
  nChanged 15
		SP:Iteration 27Q (47949.310000 sec): 3 clusters
  Score: Raw -498236.484560 + Penalty 2835.367392 = -495401.117168
  nChanged 15
		SP:Iteration 28Q (47949.560000 sec): 3 clusters
  Score: Raw -498244.205383 + Penalty 2835.367392 = -495408.837991
  nChanged 11
		SP:Iteration 29Q (47949.790000 sec): 3 clusters
  Score: Raw -498249.425064 + Penalty 2835.367392 = -495414.057672
  nChanged 9
		SP:Iteration 30Q (47950.010000 sec): 3 clusters
  Score: Raw -498252.972194 + Penalty 2835.367392 = -495417.604802
  nChanged 6
		SP:Iteration 31Q (47950.170000 sec): 3 clusters
  Score: Raw -498255.981649 + Penalty 2835.367392 = -495420.614257
  nChanged 9
		SP:Iteration 32Q (47950.410000 sec): 3 clusters
  Score: Raw -498259.167697 + Penalty 2835.367392 = -495423.800305
  nChanged 6
		SP:Iteration 33Q (47950.620000 sec): 3 clusters
  Score: Raw -498261.564917 + Penalty 2835.367392 = -495426.197525
  nChanged 3
		SP:Iteration 34Q (47950.820000 sec): 3 clusters
  Score: Raw -498262.199388 + Penalty 2835.367392 = -495426.831995
  nChanged 3
		SP:Iteration 35Q (47951.020000 sec): 3 clusters
  Score: Raw -498262.815132 + Penalty 2835.367392 = -495427.447740
  nChanged 1
		SP:Iteration 36Q (47951.190000 sec): 3 clusters
  Score: Raw -498263.149489 + Penalty 2835.367392 = -495427.782097
  nChanged 0
		SP:Iteration 37F (47951.360000 sec): 3 clusters
  Score: Raw -498263.149489 + Penalty 2835.367392 = -495427.782097
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 54 (25964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47951.630000 sec): 2 clusters
  Score: Raw -2124005.467140 + Penalty 1651.725764 = -2122353.741375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47951.990000 sec): 3 clusters
  Score: Raw -2108086.017948 + Penalty 3303.451529 = -2104782.566419
  nChanged 11932
		SP:Iteration 1F (47952.310000 sec): 3 clusters
  Score: Raw -2114897.188767 + Penalty 3303.451529 = -2111593.737239
  nChanged 1513
		SP:Iteration 2F (47952.710000 sec): 3 clusters
  Score: Raw -2115618.045771 + Penalty 3303.451529 = -2112314.594242
  nChanged 1611
		SP:Iteration 3F (47953.100000 sec): 3 clusters
  Score: Raw -2116529.586399 + Penalty 3303.451529 = -2113226.134870
  nChanged 1744
		SP:Iteration 4F (47953.410000 sec): 3 clusters
  Score: Raw -2117730.902685 + Penalty 3303.451529 = -2114427.451156
  nChanged 1879
		SP:Iteration 5F (47953.700000 sec): 3 clusters
  Score: Raw -2119179.238646 + Penalty 3303.451529 = -2115875.787117
  nChanged 1789
		SP:Iteration 6F (47954.070000 sec): 3 clusters
  Score: Raw -2120665.341239 + Penalty 3303.451529 = -2117361.889710
  nChanged 1468
		SP:Iteration 7F (47954.390000 sec): 3 clusters
  Score: Raw -2121928.651951 + Penalty 3303.451529 = -2118625.200422
  nChanged 1024
		SP:Iteration 8Q (47954.760000 sec): 3 clusters
  Score: Raw -2122781.424429 + Penalty 3303.451529 = -2119477.972900
  nChanged 703
		SP:Iteration 9Q (47955.090000 sec): 3 clusters
  Score: Raw -2123352.133256 + Penalty 3303.451529 = -2120048.681728
  nChanged 459
		SP:Iteration 10Q (47955.390000 sec): 3 clusters
  Score: Raw -2123716.345679 + Penalty 3303.451529 = -2120412.894150
  nChanged 297
		SP:Iteration 11Q (47955.810000 sec): 3 clusters
  Score: Raw -2123965.495918 + Penalty 3303.451529 = -2120662.044389
  nChanged 170
		SP:Iteration 12Q (47956.130000 sec): 3 clusters
  Score: Raw -2124102.119787 + Penalty 3303.451529 = -2120798.668258
  nChanged 115
		SP:Iteration 13Q (47956.460000 sec): 3 clusters
  Score: Raw -2124190.307127 + Penalty 3303.451529 = -2120886.855598
  nChanged 76
		SP:Iteration 14Q (47956.810000 sec): 3 clusters
  Score: Raw -2124249.899785 + Penalty 3303.451529 = -2120946.448257
  nChanged 47
		SP:Iteration 15Q (47957.150000 sec): 3 clusters
  Score: Raw -2124289.226512 + Penalty 3303.451529 = -2120985.774984
  nChanged 55
		SP:Iteration 16Q (47957.460000 sec): 3 clusters
  Score: Raw -2124331.863982 + Penalty 3303.451529 = -2121028.412453
  nChanged 32
		SP:Iteration 17Q (47957.860000 sec): 3 clusters
  Score: Raw -2124350.512688 + Penalty 3303.451529 = -2121047.061159
  nChanged 13
		SP:Iteration 18Q (47958.220000 sec): 3 clusters
  Score: Raw -2124358.761878 + Penalty 3303.451529 = -2121055.310349
  nChanged 14
		SP:Iteration 19Q (47958.530000 sec): 3 clusters
  Score: Raw -2124365.154708 + Penalty 3303.451529 = -2121061.703179
  nChanged 10
		SP:Iteration 20F (47958.910000 sec): 3 clusters
  Score: Raw -2124371.591683 + Penalty 3303.451529 = -2121068.140155
  nChanged 9
		SP:Iteration 21Q (47959.280000 sec): 3 clusters
  Score: Raw -2124377.472847 + Penalty 3303.451529 = -2121074.021319
  nChanged 11
		SP:Iteration 22Q (47959.590000 sec): 3 clusters
  Score: Raw -2124384.422157 + Penalty 3303.451529 = -2121080.970628
  nChanged 11
		SP:Iteration 23Q (47959.940000 sec): 3 clusters
  Score: Raw -2124388.702546 + Penalty 3303.451529 = -2121085.251018
  nChanged 7
		SP:Iteration 24Q (47960.260000 sec): 3 clusters
  Score: Raw -2124393.001145 + Penalty 3303.451529 = -2121089.549616
  nChanged 3
		SP:Iteration 25Q (47960.600000 sec): 3 clusters
  Score: Raw -2124394.825413 + Penalty 3303.451529 = -2121091.373884
  nChanged 4
		SP:Iteration 26Q (47960.960000 sec): 3 clusters
  Score: Raw -2124397.018311 + Penalty 3303.451529 = -2121093.566783
  nChanged 6
		SP:Iteration 27Q (47961.260000 sec): 3 clusters
  Score: Raw -2124399.901168 + Penalty 3303.451529 = -2121096.449639
  nChanged 7
		SP:Iteration 28Q (47961.530000 sec): 3 clusters
  Score: Raw -2124402.842024 + Penalty 3303.451529 = -2121099.390495
  nChanged 3
		SP:Iteration 29Q (47961.880000 sec): 3 clusters
  Score: Raw -2124404.043222 + Penalty 3303.451529 = -2121100.591694
  nChanged 3
		SP:Iteration 30Q (47962.160000 sec): 3 clusters
  Score: Raw -2124404.731234 + Penalty 3303.451529 = -2121101.279706
  nChanged 0
		SP:Iteration 31F (47962.480000 sec): 3 clusters
  Score: Raw -2124404.731234 + Penalty 3303.451529 = -2121101.279706
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 55 (4021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47962.640000 sec): 2 clusters
  Score: Raw -300384.092771 + Penalty 1348.633960 = -299035.458811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47962.840000 sec): 3 clusters
  Score: Raw -298365.582922 + Penalty 2697.267920 = -295668.315002
  nChanged 1580
		SP:Iteration 1F (47963.040000 sec): 3 clusters
  Score: Raw -299354.990125 + Penalty 2697.267920 = -296657.722205
  nChanged 322
		SP:Iteration 2F (47963.260000 sec): 3 clusters
  Score: Raw -299567.246039 + Penalty 2697.267920 = -296869.978119
  nChanged 230
		SP:Iteration 3F (47963.410000 sec): 3 clusters
  Score: Raw -299721.619073 + Penalty 2697.267920 = -297024.351153
  nChanged 209
		SP:Iteration 4F (47963.580000 sec): 3 clusters
  Score: Raw -299851.815283 + Penalty 2697.267920 = -297154.547363
  nChanged 186
		SP:Iteration 5Q (47963.790000 sec): 3 clusters
  Score: Raw -299973.786163 + Penalty 2697.267920 = -297276.518244
  nChanged 148
		SP:Iteration 6Q (47963.950000 sec): 3 clusters
  Score: Raw -300080.127325 + Penalty 2697.267920 = -297382.859405
  nChanged 147
		SP:Iteration 7Q (47964.180000 sec): 3 clusters
  Score: Raw -300183.229982 + Penalty 2697.267920 = -297485.962062
  nChanged 149
		SP:Iteration 8Q (47964.380000 sec): 3 clusters
  Score: Raw -300306.303349 + Penalty 2697.267920 = -297609.035429
  nChanged 140
		SP:Iteration 9Q (47964.580000 sec): 3 clusters
  Score: Raw -300414.234906 + Penalty 2697.267920 = -297716.966987
  nChanged 122
		SP:Iteration 10Q (47964.740000 sec): 3 clusters
  Score: Raw -300520.730285 + Penalty 2697.267920 = -297823.462365
  nChanged 118
		SP:Iteration 11Q (47964.930000 sec): 3 clusters
  Score: Raw -300611.379716 + Penalty 2697.267920 = -297914.111797
  nChanged 94
		SP:Iteration 12Q (47965.080000 sec): 3 clusters
  Score: Raw -300670.464211 + Penalty 2697.267920 = -297973.196291
  nChanged 75
		SP:Iteration 13Q (47965.270000 sec): 3 clusters
  Score: Raw -300721.603395 + Penalty 2697.267920 = -298024.335476
  nChanged 72
		SP:Iteration 14Q (47965.450000 sec): 3 clusters
  Score: Raw -300780.971964 + Penalty 2697.267920 = -298083.704044
  nChanged 66
		SP:Iteration 15Q (47965.640000 sec): 3 clusters
  Score: Raw -300822.526796 + Penalty 2697.267920 = -298125.258877
  nChanged 53
		SP:Iteration 16Q (47965.880000 sec): 3 clusters
  Score: Raw -300844.872277 + Penalty 2697.267920 = -298147.604357
  nChanged 31
		SP:Iteration 17Q (47966.020000 sec): 3 clusters
  Score: Raw -300858.766204 + Penalty 2697.267920 = -298161.498284
  nChanged 32
		SP:Iteration 18Q (47966.200000 sec): 3 clusters
  Score: Raw -300874.772406 + Penalty 2697.267920 = -298177.504486
  nChanged 32
		SP:Iteration 19Q (47966.460000 sec): 3 clusters
  Score: Raw -300884.523120 + Penalty 2697.267920 = -298187.255200
  nChanged 20
		SP:Iteration 20F (47966.670000 sec): 3 clusters
  Score: Raw -300892.005371 + Penalty 2697.267920 = -298194.737452
  nChanged 22
		SP:Iteration 21Q (47966.890000 sec): 3 clusters
  Score: Raw -300902.607324 + Penalty 2697.267920 = -298205.339404
  nChanged 20
		SP:Iteration 22Q (47967.110000 sec): 3 clusters
  Score: Raw -300912.737352 + Penalty 2697.267920 = -298215.469432
  nChanged 20
		SP:Iteration 23Q (47967.350000 sec): 3 clusters
  Score: Raw -300919.877601 + Penalty 2697.267920 = -298222.609681
  nChanged 17
		SP:Iteration 24Q (47967.520000 sec): 3 clusters
  Score: Raw -300923.918847 + Penalty 2697.267920 = -298226.650927
  nChanged 12
		SP:Iteration 25Q (47967.740000 sec): 3 clusters
  Score: Raw -300927.747511 + Penalty 2697.267920 = -298230.479592
  nChanged 12
		SP:Iteration 26Q (47967.970000 sec): 3 clusters
  Score: Raw -300931.044815 + Penalty 2697.267920 = -298233.776895
  nChanged 12
		SP:Iteration 27Q (47968.200000 sec): 3 clusters
  Score: Raw -300934.138266 + Penalty 2697.267920 = -298236.870346
  nChanged 12
		SP:Iteration 28Q (47968.450000 sec): 3 clusters
  Score: Raw -300936.776096 + Penalty 2697.267920 = -298239.508176
  nChanged 11
		SP:Iteration 29Q (47968.620000 sec): 3 clusters
  Score: Raw -300939.601302 + Penalty 2697.267920 = -298242.333382
  nChanged 15
		SP:Iteration 30Q (47968.880000 sec): 3 clusters
  Score: Raw -300945.519293 + Penalty 2697.267920 = -298248.251373
  nChanged 14
		SP:Iteration 31Q (47969.060000 sec): 3 clusters
  Score: Raw -300949.806768 + Penalty 2697.267920 = -298252.538848
  nChanged 8
		SP:Iteration 32Q (47969.290000 sec): 3 clusters
  Score: Raw -300951.613025 + Penalty 2697.267920 = -298254.345105
  nChanged 4
		SP:Iteration 33Q (47969.440000 sec): 3 clusters
  Score: Raw -300952.693368 + Penalty 2697.267920 = -298255.425448
  nChanged 5
		SP:Iteration 34Q (47969.650000 sec): 3 clusters
  Score: Raw -300953.793192 + Penalty 2697.267920 = -298256.525272
  nChanged 3
		SP:Iteration 35Q (47969.820000 sec): 3 clusters
  Score: Raw -300954.668704 + Penalty 2697.267920 = -298257.400784
  nChanged 6
		SP:Iteration 36Q (47970.000000 sec): 3 clusters
  Score: Raw -300956.298241 + Penalty 2697.267920 = -298259.030321
  nChanged 4
		SP:Iteration 37Q (47970.190000 sec): 3 clusters
  Score: Raw -300957.496935 + Penalty 2697.267920 = -298260.229015
  nChanged 6
		SP:Iteration 38Q (47970.420000 sec): 3 clusters
  Score: Raw -300959.581409 + Penalty 2697.267920 = -298262.313489
  nChanged 4
		SP:Iteration 39Q (47970.630000 sec): 3 clusters
  Score: Raw -300960.448949 + Penalty 2697.267920 = -298263.181030
  nChanged 3
		SP:Iteration 40F (47970.890000 sec): 3 clusters
  Score: Raw -300961.141851 + Penalty 2697.267920 = -298263.873931
  nChanged 7
		SP:Iteration 41Q (47971.060000 sec): 3 clusters
  Score: Raw -300963.522910 + Penalty 2697.267920 = -298266.254990
  nChanged 6
		SP:Iteration 42Q (47971.230000 sec): 3 clusters
  Score: Raw -300965.374940 + Penalty 2697.267920 = -298268.107020
  nChanged 5
		SP:Iteration 43Q (47971.410000 sec): 3 clusters
  Score: Raw -300966.959108 + Penalty 2697.267920 = -298269.691189
  nChanged 6
		SP:Iteration 44Q (47971.650000 sec): 3 clusters
  Score: Raw -300968.303329 + Penalty 2697.267920 = -298271.035409
  nChanged 3
		SP:Iteration 45Q (47971.860000 sec): 3 clusters
  Score: Raw -300968.919310 + Penalty 2697.267920 = -298271.651391
  nChanged 4
		SP:Iteration 46Q (47972.080000 sec): 3 clusters
  Score: Raw -300970.107469 + Penalty 2697.267920 = -298272.839549
  nChanged 5
		SP:Iteration 47Q (47972.300000 sec): 3 clusters
  Score: Raw -300971.221238 + Penalty 2697.267920 = -298273.953318
  nChanged 1
		SP:Iteration 48Q (47972.470000 sec): 3 clusters
  Score: Raw -300971.594850 + Penalty 2697.267920 = -298274.326930
  nChanged 4
		SP:Iteration 49Q (47972.720000 sec): 3 clusters
  Score: Raw -300973.511695 + Penalty 2697.267920 = -298276.243775
  nChanged 7
		SP:Iteration 50Q (47972.870000 sec): 3 clusters
  Score: Raw -300976.584891 + Penalty 2697.267920 = -298279.316971
  nChanged 11
		SP:Iteration 51Q (47973.050000 sec): 3 clusters
  Score: Raw -300980.348206 + Penalty 2697.267920 = -298283.080286
  nChanged 8
		SP:Iteration 52Q (47973.260000 sec): 3 clusters
  Score: Raw -300983.310619 + Penalty 2697.267920 = -298286.042699
  nChanged 10
		SP:Iteration 53Q (47973.470000 sec): 3 clusters
  Score: Raw -300986.088281 + Penalty 2697.267920 = -298288.820361
  nChanged 8
		SP:Iteration 54Q (47973.650000 sec): 3 clusters
  Score: Raw -300987.880749 + Penalty 2697.267920 = -298290.612829
  nChanged 5
		SP:Iteration 55Q (47973.860000 sec): 3 clusters
  Score: Raw -300988.758763 + Penalty 2697.267920 = -298291.490843
  nChanged 6
		SP:Iteration 56Q (47974.020000 sec): 3 clusters
  Score: Raw -300990.371488 + Penalty 2697.267920 = -298293.103568
  nChanged 3
		SP:Iteration 57Q (47974.180000 sec): 3 clusters
  Score: Raw -300991.058700 + Penalty 2697.267920 = -298293.790780
  nChanged 4
		SP:Iteration 58Q (47974.310000 sec): 3 clusters
  Score: Raw -300992.173630 + Penalty 2697.267920 = -298294.905711
  nChanged 3
		SP:Iteration 59Q (47974.500000 sec): 3 clusters
  Score: Raw -300993.285620 + Penalty 2697.267920 = -298296.017700
  nChanged 7
		SP:Iteration 60F (47974.670000 sec): 3 clusters
  Score: Raw -300995.478812 + Penalty 2697.267920 = -298298.210892
  nChanged 10
		SP:Iteration 61Q (47974.840000 sec): 3 clusters
  Score: Raw -300997.927915 + Penalty 2697.267920 = -298300.659995
  nChanged 8
		SP:Iteration 62Q (47975.080000 sec): 3 clusters
  Score: Raw -301000.478623 + Penalty 2697.267920 = -298303.210703
  nChanged 7
		SP:Iteration 63Q (47975.230000 sec): 3 clusters
  Score: Raw -301003.442220 + Penalty 2697.267920 = -298306.174300
  nChanged 13
		SP:Iteration 64Q (47975.450000 sec): 3 clusters
  Score: Raw -301007.448489 + Penalty 2697.267920 = -298310.180569
  nChanged 15
		SP:Iteration 65Q (47975.580000 sec): 3 clusters
  Score: Raw -301011.829514 + Penalty 2697.267920 = -298314.561594
  nChanged 12
		SP:Iteration 66Q (47975.770000 sec): 3 clusters
  Score: Raw -301014.800328 + Penalty 2697.267920 = -298317.532408
  nChanged 9
		SP:Iteration 67Q (47975.910000 sec): 3 clusters
  Score: Raw -301017.260528 + Penalty 2697.267920 = -298319.992608
  nChanged 6
		SP:Iteration 68Q (47976.100000 sec): 3 clusters
  Score: Raw -301019.051573 + Penalty 2697.267920 = -298321.783653
  nChanged 5
		SP:Iteration 69Q (47976.260000 sec): 3 clusters
  Score: Raw -301020.275244 + Penalty 2697.267920 = -298323.007325
  nChanged 3
		SP:Iteration 70Q (47976.420000 sec): 3 clusters
  Score: Raw -301021.430059 + Penalty 2697.267920 = -298324.162140
  nChanged 1
		SP:Iteration 71Q (47976.580000 sec): 3 clusters
  Score: Raw -301021.548542 + Penalty 2697.267920 = -298324.280622
  nChanged 1
		SP:Iteration 72Q (47976.760000 sec): 3 clusters
  Score: Raw -301021.675313 + Penalty 2697.267920 = -298324.407393
  nChanged 1
		SP:Iteration 73Q (47976.950000 sec): 3 clusters
  Score: Raw -301021.787418 + Penalty 2697.267920 = -298324.519498
  nChanged 0
		SP:Iteration 74F (47977.140000 sec): 3 clusters
  Score: Raw -301021.787418 + Penalty 2697.267920 = -298324.519498
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 56 (5305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47977.230000 sec): 2 clusters
  Score: Raw -390388.316833 + Penalty 1393.665821 = -388994.651012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47977.480000 sec): 3 clusters
  Score: Raw -387669.580647 + Penalty 2787.331642 = -384882.249005
  nChanged 2182
		SP:Iteration 1F (47977.700000 sec): 3 clusters
  Score: Raw -389092.919204 + Penalty 2787.331642 = -386305.587562
  nChanged 416
		SP:Iteration 2F (47977.870000 sec): 3 clusters
  Score: Raw -389420.642705 + Penalty 2787.331642 = -386633.311064
  nChanged 363
		SP:Iteration 3F (47978.040000 sec): 3 clusters
  Score: Raw -389709.433478 + Penalty 2787.331642 = -386922.101837
  nChanged 328
		SP:Iteration 4F (47978.200000 sec): 3 clusters
  Score: Raw -389967.641935 + Penalty 2787.331642 = -387180.310294
  nChanged 273
		SP:Iteration 5F (47978.400000 sec): 3 clusters
  Score: Raw -390174.442851 + Penalty 2787.331642 = -387387.111210
  nChanged 239
		SP:Iteration 6Q (47978.590000 sec): 3 clusters
  Score: Raw -390349.700110 + Penalty 2787.331642 = -387562.368468
  nChanged 181
		SP:Iteration 7Q (47978.750000 sec): 3 clusters
  Score: Raw -390470.280675 + Penalty 2787.331642 = -387682.949034
  nChanged 164
		SP:Iteration 8Q (47978.880000 sec): 3 clusters
  Score: Raw -390579.097855 + Penalty 2787.331642 = -387791.766213
  nChanged 148
		SP:Iteration 9Q (47979.080000 sec): 3 clusters
  Score: Raw -390691.582572 + Penalty 2787.331642 = -387904.250930
  nChanged 123
		SP:Iteration 10Q (47979.240000 sec): 3 clusters
  Score: Raw -390794.439090 + Penalty 2787.331642 = -388007.107448
  nChanged 104
		SP:Iteration 11Q (47979.400000 sec): 3 clusters
  Score: Raw -390869.611358 + Penalty 2787.331642 = -388082.279717
  nChanged 95
		SP:Iteration 12Q (47979.580000 sec): 3 clusters
  Score: Raw -390940.291238 + Penalty 2787.331642 = -388152.959597
  nChanged 86
		SP:Iteration 13Q (47979.770000 sec): 3 clusters
  Score: Raw -391014.902847 + Penalty 2787.331642 = -388227.571205
  nChanged 78
		SP:Iteration 14Q (47980.080000 sec): 3 clusters
  Score: Raw -391078.506810 + Penalty 2787.331642 = -388291.175169
  nChanged 66
		SP:Iteration 15Q (47980.310000 sec): 3 clusters
  Score: Raw -391143.784776 + Penalty 2787.331642 = -388356.453135
  nChanged 67
		SP:Iteration 16Q (47980.520000 sec): 3 clusters
  Score: Raw -391190.299445 + Penalty 2787.331642 = -388402.967803
  nChanged 58
		SP:Iteration 17Q (47980.730000 sec): 3 clusters
  Score: Raw -391216.330053 + Penalty 2787.331642 = -388428.998412
  nChanged 38
		SP:Iteration 18Q (47981.010000 sec): 3 clusters
  Score: Raw -391234.982229 + Penalty 2787.331642 = -388447.650587
  nChanged 34
		SP:Iteration 19Q (47981.240000 sec): 3 clusters
  Score: Raw -391251.208698 + Penalty 2787.331642 = -388463.877056
  nChanged 29
		SP:Iteration 20F (47981.410000 sec): 3 clusters
  Score: Raw -391260.128766 + Penalty 2787.331642 = -388472.797124
  nChanged 21
		SP:Iteration 21Q (47981.580000 sec): 3 clusters
  Score: Raw -391267.596156 + Penalty 2787.331642 = -388480.264514
  nChanged 20
		SP:Iteration 22Q (47981.730000 sec): 3 clusters
  Score: Raw -391273.369277 + Penalty 2787.331642 = -388486.037635
  nChanged 10
		SP:Iteration 23Q (47981.870000 sec): 3 clusters
  Score: Raw -391276.302315 + Penalty 2787.331642 = -388488.970673
  nChanged 8
		SP:Iteration 24Q (47982.010000 sec): 3 clusters
  Score: Raw -391278.460132 + Penalty 2787.331642 = -388491.128490
  nChanged 5
		SP:Iteration 25Q (47982.150000 sec): 3 clusters
  Score: Raw -391279.789810 + Penalty 2787.331642 = -388492.458169
  nChanged 6
		SP:Iteration 26Q (47982.290000 sec): 3 clusters
  Score: Raw -391280.783437 + Penalty 2787.331642 = -388493.451796
  nChanged 3
		SP:Iteration 27Q (47982.430000 sec): 3 clusters
  Score: Raw -391281.343236 + Penalty 2787.331642 = -388494.011594
  nChanged 3
		SP:Iteration 28Q (47982.570000 sec): 3 clusters
  Score: Raw -391281.677745 + Penalty 2787.331642 = -388494.346103
  nChanged 2
		SP:Iteration 29Q (47982.710000 sec): 3 clusters
  Score: Raw -391281.949615 + Penalty 2787.331642 = -388494.617973
  nChanged 2
		SP:Iteration 30Q (47982.850000 sec): 3 clusters
  Score: Raw -391282.182067 + Penalty 2787.331642 = -388494.850425
  nChanged 0
		SP:Iteration 31F (47982.990000 sec): 3 clusters
  Score: Raw -391282.182067 + Penalty 2787.331642 = -388494.850425
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 57 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47983.080000 sec): 2 clusters
  Score: Raw -30630.179858 + Penalty 960.504455 = -29669.675403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47983.220000 sec): 3 clusters
  Score: Raw -30598.597546 + Penalty 1921.008909 = -28677.588637
  nChanged 76
		SP:Iteration 1F (47983.370000 sec): 3 clusters
  Score: Raw -30731.364854 + Penalty 1921.008909 = -28810.355944
  nChanged 22
		SP:Iteration 2F (47983.510000 sec): 3 clusters
  Score: Raw -30788.178012 + Penalty 1921.008909 = -28867.169102
  nChanged 10
		SP:Iteration 3Q (47983.660000 sec): 3 clusters
  Score: Raw -30810.128663 + Penalty 1921.008909 = -28889.119753
  nChanged 6
		SP:Iteration 4Q (47983.800000 sec): 3 clusters
  Score: Raw -30825.589703 + Penalty 1921.008909 = -28904.580794
  nChanged 5
		SP:Iteration 5Q (47983.940000 sec): 3 clusters
  Score: Raw -30835.872709 + Penalty 1921.008909 = -28914.863800
  nChanged 1
		SP:Iteration 6Q (47984.080000 sec): 3 clusters
  Score: Raw -30836.512273 + Penalty 1921.008909 = -28915.503364
  nChanged 0
		SP:Iteration 7F (47984.240000 sec): 3 clusters
  Score: Raw -30836.512273 + Penalty 1921.008909 = -28915.503364
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 58 (5205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47984.370000 sec): 2 clusters
  Score: Raw -442183.465724 + Penalty 1390.573434 = -440792.892290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47984.500000 sec): 3 clusters
  Score: Raw -439449.206957 + Penalty 2781.146869 = -436668.060088
  nChanged 2079
		SP:Iteration 1F (47984.660000 sec): 3 clusters
  Score: Raw -440614.451162 + Penalty 2781.146869 = -437833.304293
  nChanged 362
		SP:Iteration 2F (47984.810000 sec): 3 clusters
  Score: Raw -440811.338504 + Penalty 2781.146869 = -438030.191636
  nChanged 305
		SP:Iteration 3F (47984.970000 sec): 3 clusters
  Score: Raw -440992.342649 + Penalty 2781.146869 = -438211.195780
  nChanged 265
		SP:Iteration 4F (47985.120000 sec): 3 clusters
  Score: Raw -441146.879047 + Penalty 2781.146869 = -438365.732178
  nChanged 231
		SP:Iteration 5Q (47985.320000 sec): 3 clusters
  Score: Raw -441281.267675 + Penalty 2781.146869 = -438500.120807
  nChanged 208
		SP:Iteration 6Q (47985.500000 sec): 3 clusters
  Score: Raw -441425.629895 + Penalty 2781.146869 = -438644.483026
  nChanged 213
		SP:Iteration 7Q (47985.660000 sec): 3 clusters
  Score: Raw -441580.925603 + Penalty 2781.146869 = -438799.778734
  nChanged 185
		SP:Iteration 8Q (47985.810000 sec): 3 clusters
  Score: Raw -441717.954571 + Penalty 2781.146869 = -438936.807702
  nChanged 166
		SP:Iteration 9Q (47986.010000 sec): 3 clusters
  Score: Raw -441824.559647 + Penalty 2781.146869 = -439043.412778
  nChanged 163
		SP:Iteration 10Q (47986.180000 sec): 3 clusters
  Score: Raw -441955.060966 + Penalty 2781.146869 = -439173.914097
  nChanged 140
		SP:Iteration 11Q (47986.380000 sec): 3 clusters
  Score: Raw -442059.440984 + Penalty 2781.146869 = -439278.294115
  nChanged 118
		SP:Iteration 12Q (47986.530000 sec): 3 clusters
  Score: Raw -442152.576609 + Penalty 2781.146869 = -439371.429740
  nChanged 123
		SP:Iteration 13Q (47986.670000 sec): 3 clusters
  Score: Raw -442248.248472 + Penalty 2781.146869 = -439467.101603
  nChanged 105
		SP:Iteration 14Q (47986.810000 sec): 3 clusters
  Score: Raw -442345.935901 + Penalty 2781.146869 = -439564.789032
  nChanged 101
		SP:Iteration 15Q (47986.950000 sec): 3 clusters
  Score: Raw -442461.064708 + Penalty 2781.146869 = -439679.917839
  nChanged 100
		SP:Iteration 16Q (47987.100000 sec): 3 clusters
  Score: Raw -442571.550760 + Penalty 2781.146869 = -439790.403892
  nChanged 82
		SP:Iteration 17Q (47987.260000 sec): 3 clusters
  Score: Raw -442657.998555 + Penalty 2781.146869 = -439876.851686
  nChanged 69
		SP:Iteration 18Q (47987.420000 sec): 3 clusters
  Score: Raw -442727.257535 + Penalty 2781.146869 = -439946.110666
  nChanged 49
		SP:Iteration 19Q (47987.600000 sec): 3 clusters
  Score: Raw -442756.401971 + Penalty 2781.146869 = -439975.255103
  nChanged 37
		SP:Iteration 20F (47987.750000 sec): 3 clusters
  Score: Raw -442774.460964 + Penalty 2781.146869 = -439993.314096
  nChanged 29
		SP:Iteration 21Q (47987.910000 sec): 3 clusters
  Score: Raw -442790.228388 + Penalty 2781.146869 = -440009.081520
  nChanged 22
		SP:Iteration 22Q (47988.060000 sec): 3 clusters
  Score: Raw -442799.122999 + Penalty 2781.146869 = -440017.976130
  nChanged 14
		SP:Iteration 23Q (47988.210000 sec): 3 clusters
  Score: Raw -442803.405866 + Penalty 2781.146869 = -440022.258997
  nChanged 5
		SP:Iteration 24Q (47988.370000 sec): 3 clusters
  Score: Raw -442805.291368 + Penalty 2781.146869 = -440024.144499
  nChanged 7
		SP:Iteration 25Q (47988.520000 sec): 3 clusters
  Score: Raw -442807.069974 + Penalty 2781.146869 = -440025.923105
  nChanged 1
		SP:Iteration 26Q (47988.680000 sec): 3 clusters
  Score: Raw -442807.260245 + Penalty 2781.146869 = -440026.113376
  nChanged 0
		SP:Iteration 27F (47988.830000 sec): 3 clusters
  Score: Raw -442807.260245 + Penalty 2781.146869 = -440026.113376
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 59 (14232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47988.980000 sec): 2 clusters
  Score: Raw -1227488.749320 + Penalty 1554.027837 = -1225934.721483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47989.200000 sec): 3 clusters
  Score: Raw -1219141.938013 + Penalty 3108.055675 = -1216033.882338
  nChanged 6306
		SP:Iteration 1F (47989.410000 sec): 3 clusters
  Score: Raw -1222667.564227 + Penalty 3108.055675 = -1219559.508552
  nChanged 775
		SP:Iteration 2F (47989.670000 sec): 3 clusters
  Score: Raw -1222977.062108 + Penalty 3108.055675 = -1219869.006433
  nChanged 692
		SP:Iteration 3Q (47989.940000 sec): 3 clusters
  Score: Raw -1223269.217118 + Penalty 3108.055675 = -1220161.161443
  nChanged 685
		SP:Iteration 4Q (47990.220000 sec): 3 clusters
  Score: Raw -1223588.954121 + Penalty 3108.055675 = -1220480.898446
  nChanged 732
		SP:Iteration 5F (47990.400000 sec): 3 clusters
  Score: Raw -1223972.250654 + Penalty 3108.055675 = -1220864.194979
  nChanged 826
		SP:Iteration 6F (47990.660000 sec): 3 clusters
  Score: Raw -1224458.801795 + Penalty 3108.055675 = -1221350.746121
  nChanged 837
		SP:Iteration 7F (47990.870000 sec): 3 clusters
  Score: Raw -1224926.393969 + Penalty 3108.055675 = -1221818.338295
  nChanged 733
		SP:Iteration 8F (47991.120000 sec): 3 clusters
  Score: Raw -1225311.341861 + Penalty 3108.055675 = -1222203.286187
  nChanged 579
		SP:Iteration 9Q (47991.370000 sec): 3 clusters
  Score: Raw -1225571.510918 + Penalty 3108.055675 = -1222463.455243
  nChanged 483
		SP:Iteration 10Q (47991.600000 sec): 3 clusters
  Score: Raw -1225756.445085 + Penalty 3108.055675 = -1222648.389410
  nChanged 405
		SP:Iteration 11Q (47991.850000 sec): 3 clusters
  Score: Raw -1225908.910675 + Penalty 3108.055675 = -1222800.855000
  nChanged 337
		SP:Iteration 12Q (47992.090000 sec): 3 clusters
  Score: Raw -1226038.273914 + Penalty 3108.055675 = -1222930.218240
  nChanged 323
		SP:Iteration 13Q (47992.350000 sec): 3 clusters
  Score: Raw -1226160.018562 + Penalty 3108.055675 = -1223051.962888
  nChanged 297
		SP:Iteration 14Q (47992.620000 sec): 3 clusters
  Score: Raw -1226283.521245 + Penalty 3108.055675 = -1223175.465570
  nChanged 279
		SP:Iteration 15Q (47992.900000 sec): 3 clusters
  Score: Raw -1226391.116452 + Penalty 3108.055675 = -1223283.060777
  nChanged 258
		SP:Iteration 16Q (47993.150000 sec): 3 clusters
  Score: Raw -1226500.613450 + Penalty 3108.055675 = -1223392.557775
  nChanged 250
		SP:Iteration 17Q (47993.430000 sec): 3 clusters
  Score: Raw -1226624.393955 + Penalty 3108.055675 = -1223516.338281
  nChanged 276
		SP:Iteration 18Q (47993.680000 sec): 3 clusters
  Score: Raw -1226778.949511 + Penalty 3108.055675 = -1223670.893836
  nChanged 286
		SP:Iteration 19Q (47993.980000 sec): 3 clusters
  Score: Raw -1226947.811501 + Penalty 3108.055675 = -1223839.755827
  nChanged 241
		SP:Iteration 20F (47994.210000 sec): 3 clusters
  Score: Raw -1227091.785250 + Penalty 3108.055675 = -1223983.729575
  nChanged 220
		SP:Iteration 21Q (47994.480000 sec): 3 clusters
  Score: Raw -1227249.868381 + Penalty 3108.055675 = -1224141.812706
  nChanged 192
		SP:Iteration 22Q (47994.710000 sec): 3 clusters
  Score: Raw -1227405.351259 + Penalty 3108.055675 = -1224297.295584
  nChanged 160
		SP:Iteration 23Q (47994.960000 sec): 3 clusters
  Score: Raw -1227522.946106 + Penalty 3108.055675 = -1224414.890432
  nChanged 109
		SP:Iteration 24Q (47995.220000 sec): 3 clusters
  Score: Raw -1227602.129566 + Penalty 3108.055675 = -1224494.073891
  nChanged 93
		SP:Iteration 25Q (47995.420000 sec): 3 clusters
  Score: Raw -1227670.277508 + Penalty 3108.055675 = -1224562.221833
  nChanged 67
		SP:Iteration 26Q (47995.710000 sec): 3 clusters
  Score: Raw -1227713.523353 + Penalty 3108.055675 = -1224605.467679
  nChanged 43
		SP:Iteration 27Q (47995.940000 sec): 3 clusters
  Score: Raw -1227736.743289 + Penalty 3108.055675 = -1224628.687614
  nChanged 24
		SP:Iteration 28Q (47996.180000 sec): 3 clusters
  Score: Raw -1227750.250357 + Penalty 3108.055675 = -1224642.194683
  nChanged 23
		SP:Iteration 29Q (47996.480000 sec): 3 clusters
  Score: Raw -1227760.164469 + Penalty 3108.055675 = -1224652.108794
  nChanged 19
		SP:Iteration 30Q (47996.770000 sec): 3 clusters
  Score: Raw -1227768.328323 + Penalty 3108.055675 = -1224660.272648
  nChanged 14
		SP:Iteration 31Q (47996.980000 sec): 3 clusters
  Score: Raw -1227775.636119 + Penalty 3108.055675 = -1224667.580444
  nChanged 16
		SP:Iteration 32Q (47997.250000 sec): 3 clusters
  Score: Raw -1227783.192665 + Penalty 3108.055675 = -1224675.136990
  nChanged 10
		SP:Iteration 33Q (47997.450000 sec): 3 clusters
  Score: Raw -1227786.060793 + Penalty 3108.055675 = -1224678.005118
  nChanged 4
		SP:Iteration 34Q (47997.730000 sec): 3 clusters
  Score: Raw -1227787.395540 + Penalty 3108.055675 = -1224679.339865
  nChanged 5
		SP:Iteration 35Q (47997.960000 sec): 3 clusters
  Score: Raw -1227790.442603 + Penalty 3108.055675 = -1224682.386928
  nChanged 8
		SP:Iteration 36Q (47998.220000 sec): 3 clusters
  Score: Raw -1227792.553716 + Penalty 3108.055675 = -1224684.498041
  nChanged 5
		SP:Iteration 37Q (47998.430000 sec): 3 clusters
  Score: Raw -1227795.659286 + Penalty 3108.055675 = -1224687.603611
  nChanged 6
		SP:Iteration 38Q (47998.690000 sec): 3 clusters
  Score: Raw -1227797.973602 + Penalty 3108.055675 = -1224689.917927
  nChanged 1
		SP:Iteration 39Q (47998.960000 sec): 3 clusters
  Score: Raw -1227798.450503 + Penalty 3108.055675 = -1224690.394828
  nChanged 4
		SP:Iteration 40F (47999.260000 sec): 3 clusters
  Score: Raw -1227799.572038 + Penalty 3108.055675 = -1224691.516364
  nChanged 2
		SP:Iteration 41Q (47999.500000 sec): 3 clusters
  Score: Raw -1227800.349554 + Penalty 3108.055675 = -1224692.293880
  nChanged 1
		SP:Iteration 42Q (47999.780000 sec): 3 clusters
  Score: Raw -1227800.463777 + Penalty 3108.055675 = -1224692.408103
  nChanged 0
		SP:Iteration 43F (47999.990000 sec): 3 clusters
  Score: Raw -1227800.463777 + Penalty 3108.055675 = -1224692.408103
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 60 (665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48000.120000 sec): 2 clusters
  Score: Raw -53042.062469 + Penalty 1056.215394 = -51985.847075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48000.300000 sec): 3 clusters
  Score: Raw -52898.146276 + Penalty 2112.430788 = -50785.715488
  nChanged 169
		SP:Iteration 1F (48000.420000 sec): 3 clusters
  Score: Raw -53095.302137 + Penalty 2112.430788 = -50982.871349
  nChanged 56
		SP:Iteration 2F (48000.600000 sec): 3 clusters
  Score: Raw -53210.966814 + Penalty 2112.430788 = -51098.536026
  nChanged 35
		SP:Iteration 3F (48000.790000 sec): 3 clusters
  Score: Raw -53261.107650 + Penalty 2112.430788 = -51148.676862
  nChanged 22
		SP:Iteration 4Q (48000.910000 sec): 3 clusters
  Score: Raw -53304.665071 + Penalty 2112.430788 = -51192.234282
  nChanged 22
		SP:Iteration 5Q (48001.130000 sec): 3 clusters
  Score: Raw -53352.512293 + Penalty 2112.430788 = -51240.081504
  nChanged 15
		SP:Iteration 6Q (48001.330000 sec): 3 clusters
  Score: Raw -53373.208116 + Penalty 2112.430788 = -51260.777328
  nChanged 11
		SP:Iteration 7Q (48001.530000 sec): 3 clusters
  Score: Raw -53396.921447 + Penalty 2112.430788 = -51284.490659
  nChanged 8
		SP:Iteration 8Q (48001.670000 sec): 3 clusters
  Score: Raw -53407.629405 + Penalty 2112.430788 = -51295.198617
  nChanged 4
		SP:Iteration 9Q (48001.880000 sec): 3 clusters
  Score: Raw -53411.819770 + Penalty 2112.430788 = -51299.388982
  nChanged 1
		SP:Iteration 10Q (48002.060000 sec): 3 clusters
  Score: Raw -53412.528408 + Penalty 2112.430788 = -51300.097620
  nChanged 1
		SP:Iteration 11Q (48002.280000 sec): 3 clusters
  Score: Raw -53413.350324 + Penalty 2112.430788 = -51300.919536
  nChanged 1
		SP:Iteration 12Q (48002.480000 sec): 3 clusters
  Score: Raw -53414.199381 + Penalty 2112.430788 = -51301.768593
  nChanged 1
		SP:Iteration 13Q (48002.640000 sec): 3 clusters
  Score: Raw -53415.119295 + Penalty 2112.430788 = -51302.688507
  nChanged 1
		SP:Iteration 14Q (48002.860000 sec): 3 clusters
  Score: Raw -53415.738366 + Penalty 2112.430788 = -51303.307578
  nChanged 0
		SP:Iteration 15F (48003.080000 sec): 3 clusters
  Score: Raw -53415.738366 + Penalty 2112.430788 = -51303.307578
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 61 (11219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48003.210000 sec): 2 clusters
  Score: Raw -925028.645764 + Penalty 1515.371658 = -923513.274106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48003.410000 sec): 3 clusters
  Score: Raw -918672.019056 + Penalty 3030.743316 = -915641.275740
  nChanged 4848
		SP:Iteration 1F (48003.620000 sec): 3 clusters
  Score: Raw -921382.496374 + Penalty 3030.743316 = -918351.753058
  nChanged 717
		SP:Iteration 2F (48003.840000 sec): 3 clusters
  Score: Raw -921721.254154 + Penalty 3030.743316 = -918690.510838
  nChanged 595
		SP:Iteration 3F (48004.050000 sec): 3 clusters
  Score: Raw -922032.302229 + Penalty 3030.743316 = -919001.558914
  nChanged 553
		SP:Iteration 4Q (48004.280000 sec): 3 clusters
  Score: Raw -922335.252293 + Penalty 3030.743316 = -919304.508977
  nChanged 544
		SP:Iteration 5Q (48004.510000 sec): 3 clusters
  Score: Raw -922655.594829 + Penalty 3030.743316 = -919624.851513
  nChanged 559
		SP:Iteration 6Q (48004.750000 sec): 3 clusters
  Score: Raw -922996.912525 + Penalty 3030.743316 = -919966.169209
  nChanged 558
		SP:Iteration 7Q (48005.040000 sec): 3 clusters
  Score: Raw -923384.814364 + Penalty 3030.743316 = -920354.071048
  nChanged 568
		SP:Iteration 8F (48005.350000 sec): 3 clusters
  Score: Raw -923813.658985 + Penalty 3030.743316 = -920782.915669
  nChanged 527
		SP:Iteration 9Q (48005.590000 sec): 3 clusters
  Score: Raw -924251.218140 + Penalty 3030.743316 = -921220.474824
  nChanged 439
		SP:Iteration 10Q (48005.770000 sec): 3 clusters
  Score: Raw -924665.346379 + Penalty 3030.743316 = -921634.603063
  nChanged 340
		SP:Iteration 11Q (48006.050000 sec): 3 clusters
  Score: Raw -925010.867906 + Penalty 3030.743316 = -921980.124590
  nChanged 257
		SP:Iteration 12Q (48006.300000 sec): 3 clusters
  Score: Raw -925255.360893 + Penalty 3030.743316 = -922224.617577
  nChanged 183
		SP:Iteration 13Q (48006.540000 sec): 3 clusters
  Score: Raw -925444.125132 + Penalty 3030.743316 = -922413.381816
  nChanged 165
		SP:Iteration 14Q (48006.770000 sec): 3 clusters
  Score: Raw -925593.653008 + Penalty 3030.743316 = -922562.909692
  nChanged 125
		SP:Iteration 15Q (48007.030000 sec): 3 clusters
  Score: Raw -925703.765505 + Penalty 3030.743316 = -922673.022190
  nChanged 113
		SP:Iteration 16Q (48007.210000 sec): 3 clusters
  Score: Raw -925785.319013 + Penalty 3030.743316 = -922754.575698
  nChanged 82
		SP:Iteration 17Q (48007.450000 sec): 3 clusters
  Score: Raw -925833.228019 + Penalty 3030.743316 = -922802.484704
  nChanged 70
		SP:Iteration 18Q (48007.740000 sec): 3 clusters
  Score: Raw -925868.153425 + Penalty 3030.743316 = -922837.410110
  nChanged 60
		SP:Iteration 19Q (48007.990000 sec): 3 clusters
  Score: Raw -925896.121882 + Penalty 3030.743316 = -922865.378566
  nChanged 38
		SP:Iteration 20F (48008.220000 sec): 3 clusters
  Score: Raw -925913.300919 + Penalty 3030.743316 = -922882.557603
  nChanged 44
		SP:Iteration 21Q (48008.490000 sec): 3 clusters
  Score: Raw -925929.986192 + Penalty 3030.743316 = -922899.242876
  nChanged 32
		SP:Iteration 22Q (48008.720000 sec): 3 clusters
  Score: Raw -925939.821518 + Penalty 3030.743316 = -922909.078202
  nChanged 16
		SP:Iteration 23Q (48008.940000 sec): 3 clusters
  Score: Raw -925944.652469 + Penalty 3030.743316 = -922913.909153
  nChanged 18
		SP:Iteration 24Q (48009.250000 sec): 3 clusters
  Score: Raw -925948.743414 + Penalty 3030.743316 = -922918.000099
  nChanged 9
		SP:Iteration 25Q (48009.460000 sec): 3 clusters
  Score: Raw -925950.815061 + Penalty 3030.743316 = -922920.071746
  nChanged 7
		SP:Iteration 26Q (48009.740000 sec): 3 clusters
  Score: Raw -925952.375440 + Penalty 3030.743316 = -922921.632125
  nChanged 8
		SP:Iteration 27Q (48009.990000 sec): 3 clusters
  Score: Raw -925953.551212 + Penalty 3030.743316 = -922922.807897
  nChanged 5
		SP:Iteration 28Q (48010.260000 sec): 3 clusters
  Score: Raw -925954.408826 + Penalty 3030.743316 = -922923.665510
  nChanged 1
		SP:Iteration 29Q (48010.480000 sec): 3 clusters
  Score: Raw -925954.489299 + Penalty 3030.743316 = -922923.745983
  nChanged 3
		SP:Iteration 30Q (48010.770000 sec): 3 clusters
  Score: Raw -925954.676618 + Penalty 3030.743316 = -922923.933302
  nChanged 0
		SP:Iteration 31F (48010.930000 sec): 3 clusters
  Score: Raw -925954.676618 + Penalty 3030.743316 = -922923.933302
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 62 (35694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48011.240000 sec): 2 clusters
  Score: Raw -3350796.857341 + Penalty 1703.444907 = -3349093.412434
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48011.630000 sec): 3 clusters
  Score: Raw -3328324.492007 + Penalty 3406.889813 = -3324917.602194
  nChanged 16588
		SP:Iteration 1F (48011.990000 sec): 3 clusters
  Score: Raw -3337710.083220 + Penalty 3406.889813 = -3334303.193407
  nChanged 1297
		SP:Iteration 2Q (48012.340000 sec): 3 clusters
  Score: Raw -3338051.060786 + Penalty 3406.889813 = -3334644.170973
  nChanged 1249
		SP:Iteration 3Q (48012.740000 sec): 3 clusters
  Score: Raw -3338407.674483 + Penalty 3406.889813 = -3335000.784670
  nChanged 1302
		SP:Iteration 4Q (48013.130000 sec): 3 clusters
  Score: Raw -3338824.350287 + Penalty 3406.889813 = -3335417.460474
  nChanged 1336
		SP:Iteration 5Q (48013.550000 sec): 3 clusters
  Score: Raw -3339354.387817 + Penalty 3406.889813 = -3335947.498004
  nChanged 1507
		SP:Iteration 6Q (48013.930000 sec): 3 clusters
  Score: Raw -3340135.085922 + Penalty 3406.889813 = -3336728.196109
  nChanged 1826
		SP:Iteration 7F (48014.300000 sec): 3 clusters
  Score: Raw -3341355.142235 + Penalty 3406.889813 = -3337948.252421
  nChanged 2017
		SP:Iteration 8F (48014.660000 sec): 3 clusters
  Score: Raw -3342904.700652 + Penalty 3406.889813 = -3339497.810839
  nChanged 1997
		SP:Iteration 9F (48015.040000 sec): 3 clusters
  Score: Raw -3344370.567613 + Penalty 3406.889813 = -3340963.677799
  nChanged 1715
		SP:Iteration 10Q (48015.410000 sec): 3 clusters
  Score: Raw -3345397.233579 + Penalty 3406.889813 = -3341990.343766
  nChanged 1233
		SP:Iteration 11Q (48015.770000 sec): 3 clusters
  Score: Raw -3345945.506090 + Penalty 3406.889813 = -3342538.616277
  nChanged 833
		SP:Iteration 12Q (48016.070000 sec): 3 clusters
  Score: Raw -3346264.893360 + Penalty 3406.889813 = -3342858.003547
  nChanged 659
		SP:Iteration 13Q (48016.430000 sec): 3 clusters
  Score: Raw -3346523.333828 + Penalty 3406.889813 = -3343116.444015
  nChanged 675
		SP:Iteration 14Q (48016.810000 sec): 3 clusters
  Score: Raw -3346798.955460 + Penalty 3406.889813 = -3343392.065647
  nChanged 698
		SP:Iteration 15Q (48017.150000 sec): 3 clusters
  Score: Raw -3347095.039765 + Penalty 3406.889813 = -3343688.149952
  nChanged 667
		SP:Iteration 16Q (48017.480000 sec): 3 clusters
  Score: Raw -3347382.284348 + Penalty 3406.889813 = -3343975.394535
  nChanged 673
		SP:Iteration 17Q (48017.830000 sec): 3 clusters
  Score: Raw -3347699.768154 + Penalty 3406.889813 = -3344292.878341
  nChanged 684
		SP:Iteration 18Q (48018.230000 sec): 3 clusters
  Score: Raw -3348050.914168 + Penalty 3406.889813 = -3344644.024355
  nChanged 640
		SP:Iteration 19Q (48018.570000 sec): 3 clusters
  Score: Raw -3348400.789746 + Penalty 3406.889813 = -3344993.899933
  nChanged 608
		SP:Iteration 20F (48018.960000 sec): 3 clusters
  Score: Raw -3348747.836567 + Penalty 3406.889813 = -3345340.946754
  nChanged 582
		SP:Iteration 21Q (48019.360000 sec): 3 clusters
  Score: Raw -3349108.510816 + Penalty 3406.889813 = -3345701.621003
  nChanged 515
		SP:Iteration 22Q (48019.700000 sec): 3 clusters
  Score: Raw -3349453.987767 + Penalty 3406.889813 = -3346047.097954
  nChanged 459
		SP:Iteration 23Q (48020.020000 sec): 3 clusters
  Score: Raw -3349771.889184 + Penalty 3406.889813 = -3346364.999371
  nChanged 403
		SP:Iteration 24Q (48020.380000 sec): 3 clusters
  Score: Raw -3350070.635366 + Penalty 3406.889813 = -3346663.745553
  nChanged 325
		SP:Iteration 25Q (48020.720000 sec): 3 clusters
  Score: Raw -3350326.175146 + Penalty 3406.889813 = -3346919.285333
  nChanged 245
		SP:Iteration 26Q (48021.070000 sec): 3 clusters
  Score: Raw -3350525.636475 + Penalty 3406.889813 = -3347118.746662
  nChanged 168
		SP:Iteration 27Q (48021.380000 sec): 3 clusters
  Score: Raw -3350654.808595 + Penalty 3406.889813 = -3347247.918782
  nChanged 110
		SP:Iteration 28Q (48021.690000 sec): 3 clusters
  Score: Raw -3350744.139835 + Penalty 3406.889813 = -3347337.250022
  nChanged 69
		SP:Iteration 29Q (48022.140000 sec): 3 clusters
  Score: Raw -3350802.155838 + Penalty 3406.889813 = -3347395.266025
  nChanged 40
		SP:Iteration 30Q (48022.500000 sec): 3 clusters
  Score: Raw -3350831.202705 + Penalty 3406.889813 = -3347424.312892
  nChanged 30
		SP:Iteration 31Q (48022.810000 sec): 3 clusters
  Score: Raw -3350854.921584 + Penalty 3406.889813 = -3347448.031771
  nChanged 27
		SP:Iteration 32Q (48023.240000 sec): 3 clusters
  Score: Raw -3350877.948393 + Penalty 3406.889813 = -3347471.058580
  nChanged 21
		SP:Iteration 33Q (48023.590000 sec): 3 clusters
  Score: Raw -3350900.055304 + Penalty 3406.889813 = -3347493.165491
  nChanged 13
		SP:Iteration 34Q (48023.980000 sec): 3 clusters
  Score: Raw -3350912.482392 + Penalty 3406.889813 = -3347505.592579
  nChanged 16
		SP:Iteration 35Q (48024.270000 sec): 3 clusters
  Score: Raw -3350930.296658 + Penalty 3406.889813 = -3347523.406845
  nChanged 11
		SP:Iteration 36Q (48024.650000 sec): 3 clusters
  Score: Raw -3350941.712938 + Penalty 3406.889813 = -3347534.823125
  nChanged 9
		SP:Iteration 37Q (48025.020000 sec): 3 clusters
  Score: Raw -3350950.526971 + Penalty 3406.889813 = -3347543.637158
  nChanged 6
		SP:Iteration 38Q (48025.440000 sec): 3 clusters
  Score: Raw -3350957.701725 + Penalty 3406.889813 = -3347550.811912
  nChanged 5
		SP:Iteration 39Q (48025.800000 sec): 3 clusters
  Score: Raw -3350962.807681 + Penalty 3406.889813 = -3347555.917868
  nChanged 2
		SP:Iteration 40F (48026.140000 sec): 3 clusters
  Score: Raw -3350966.051287 + Penalty 3406.889813 = -3347559.161474
  nChanged 5
		SP:Iteration 41Q (48026.470000 sec): 3 clusters
  Score: Raw -3350971.858366 + Penalty 3406.889813 = -3347564.968553
  nChanged 5
		SP:Iteration 42Q (48026.800000 sec): 3 clusters
  Score: Raw -3350978.013577 + Penalty 3406.889813 = -3347571.123764
  nChanged 3
		SP:Iteration 43Q (48027.150000 sec): 3 clusters
  Score: Raw -3350980.929650 + Penalty 3406.889813 = -3347574.039837
  nChanged 3
		SP:Iteration 44Q (48027.550000 sec): 3 clusters
  Score: Raw -3350984.838636 + Penalty 3406.889813 = -3347577.948823
  nChanged 2
		SP:Iteration 45Q (48027.870000 sec): 3 clusters
  Score: Raw -3350986.513306 + Penalty 3406.889813 = -3347579.623493
  nChanged 1
		SP:Iteration 46Q (48028.160000 sec): 3 clusters
  Score: Raw -3350987.250510 + Penalty 3406.889813 = -3347580.360697
  nChanged 0
		SP:Iteration 47F (48028.530000 sec): 3 clusters
  Score: Raw -3350987.250510 + Penalty 3406.889813 = -3347580.360697
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 63 (768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48028.620000 sec): 2 clusters
  Score: Raw -60209.308519 + Penalty 1079.615832 = -59129.692688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48028.740000 sec): 3 clusters
  Score: Raw -60068.455947 + Penalty 2159.231663 = -57909.224284
  nChanged 213
		SP:Iteration 1F (48028.870000 sec): 3 clusters
  Score: Raw -60339.858686 + Penalty 2159.231663 = -58180.627023
  nChanged 58
		SP:Iteration 2F (48029.070000 sec): 3 clusters
  Score: Raw -60471.102679 + Penalty 2159.231663 = -58311.871016
  nChanged 44
		SP:Iteration 3F (48029.200000 sec): 3 clusters
  Score: Raw -60577.508723 + Penalty 2159.231663 = -58418.277060
  nChanged 36
		SP:Iteration 4Q (48029.340000 sec): 3 clusters
  Score: Raw -60641.266340 + Penalty 2159.231663 = -58482.034677
  nChanged 21
		SP:Iteration 5Q (48029.570000 sec): 3 clusters
  Score: Raw -60668.169644 + Penalty 2159.231663 = -58508.937981
  nChanged 9
		SP:Iteration 6Q (48029.830000 sec): 3 clusters
  Score: Raw -60681.524807 + Penalty 2159.231663 = -58522.293143
  nChanged 8
		SP:Iteration 7Q (48030.090000 sec): 3 clusters
  Score: Raw -60696.829099 + Penalty 2159.231663 = -58537.597435
  nChanged 11
		SP:Iteration 8Q (48030.220000 sec): 3 clusters
  Score: Raw -60713.067356 + Penalty 2159.231663 = -58553.835692
  nChanged 7
		SP:Iteration 9Q (48030.400000 sec): 3 clusters
  Score: Raw -60725.296874 + Penalty 2159.231663 = -58566.065211
  nChanged 4
		SP:Iteration 10Q (48030.530000 sec): 3 clusters
  Score: Raw -60731.335266 + Penalty 2159.231663 = -58572.103603
  nChanged 4
		SP:Iteration 11Q (48030.700000 sec): 3 clusters
  Score: Raw -60745.519598 + Penalty 2159.231663 = -58586.287935
  nChanged 7
		SP:Iteration 12Q (48030.870000 sec): 3 clusters
  Score: Raw -60758.506243 + Penalty 2159.231663 = -58599.274580
  nChanged 7
		SP:Iteration 13Q (48031.020000 sec): 3 clusters
  Score: Raw -60774.670286 + Penalty 2159.231663 = -58615.438623
  nChanged 7
		SP:Iteration 14Q (48031.200000 sec): 3 clusters
  Score: Raw -60784.623133 + Penalty 2159.231663 = -58625.391469
  nChanged 3
		SP:Iteration 15Q (48031.320000 sec): 3 clusters
  Score: Raw -60789.643681 + Penalty 2159.231663 = -58630.412017
  nChanged 2
		SP:Iteration 16Q (48031.530000 sec): 3 clusters
  Score: Raw -60790.885936 + Penalty 2159.231663 = -58631.654272
  nChanged 1
		SP:Iteration 17Q (48031.700000 sec): 3 clusters
  Score: Raw -60793.461106 + Penalty 2159.231663 = -58634.229442
  nChanged 1
		SP:Iteration 18Q (48031.880000 sec): 3 clusters
  Score: Raw -60796.541608 + Penalty 2159.231663 = -58637.309944
  nChanged 1
		SP:Iteration 19Q (48032.040000 sec): 3 clusters
  Score: Raw -60798.194046 + Penalty 2159.231663 = -58638.962383
  nChanged 0
		SP:Iteration 20F (48032.220000 sec): 3 clusters
  Score: Raw -60798.194046 + Penalty 2159.231663 = -58638.962383
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 64 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48032.380000 sec): 2 clusters
  Score: Raw -36967.533101 + Penalty 986.494881 = -35981.038220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48032.560000 sec): 3 clusters
  Score: Raw -36952.789220 + Penalty 1972.989762 = -34979.799458
  nChanged 95
		SP:Iteration 1F (48032.730000 sec): 3 clusters
  Score: Raw -37108.702208 + Penalty 1972.989762 = -35135.712447
  nChanged 21
		SP:Iteration 2Q (48032.900000 sec): 3 clusters
  Score: Raw -37140.865293 + Penalty 1972.989762 = -35167.875531
  nChanged 6
		SP:Iteration 3Q (48033.080000 sec): 3 clusters
  Score: Raw -37155.079166 + Penalty 1972.989762 = -35182.089404
  nChanged 4
		SP:Iteration 4Q (48033.200000 sec): 3 clusters
  Score: Raw -37163.008949 + Penalty 1972.989762 = -35190.019187
  nChanged 2
		SP:Iteration 5Q (48033.380000 sec): 3 clusters
  Score: Raw -37166.088513 + Penalty 1972.989762 = -35193.098751
  nChanged 1
		SP:Iteration 6Q (48033.550000 sec): 3 clusters
  Score: Raw -37167.982960 + Penalty 1972.989762 = -35194.993198
  nChanged 1
		SP:Iteration 7Q (48033.660000 sec): 3 clusters
  Score: Raw -37168.463748 + Penalty 1972.989762 = -35195.473986
  nChanged 0
		SP:Iteration 8F (48033.810000 sec): 3 clusters
  Score: Raw -37168.463748 + Penalty 1972.989762 = -35195.473986
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 65 (1558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48033.950000 sec): 2 clusters
  Score: Raw -129606.988710 + Penalty 1194.563212 = -128412.425498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48034.170000 sec): 3 clusters
  Score: Raw -129017.756685 + Penalty 2389.126424 = -126628.630261
  nChanged 540
		SP:Iteration 1F (48034.380000 sec): 3 clusters
  Score: Raw -129416.981930 + Penalty 2389.126424 = -127027.855507
  nChanged 141
		SP:Iteration 2F (48034.580000 sec): 3 clusters
  Score: Raw -129540.715060 + Penalty 2389.126424 = -127151.588637
  nChanged 81
		SP:Iteration 3F (48034.780000 sec): 3 clusters
  Score: Raw -129617.315807 + Penalty 2389.126424 = -127228.189383
  nChanged 60
		SP:Iteration 4Q (48034.980000 sec): 3 clusters
  Score: Raw -129667.105016 + Penalty 2389.126424 = -127277.978593
  nChanged 47
		SP:Iteration 5Q (48035.200000 sec): 3 clusters
  Score: Raw -129703.892624 + Penalty 2389.126424 = -127314.766201
  nChanged 43
		SP:Iteration 6Q (48035.400000 sec): 3 clusters
  Score: Raw -129734.679405 + Penalty 2389.126424 = -127345.552981
  nChanged 26
		SP:Iteration 7Q (48035.580000 sec): 3 clusters
  Score: Raw -129750.555855 + Penalty 2389.126424 = -127361.429431
  nChanged 14
		SP:Iteration 8Q (48035.720000 sec): 3 clusters
  Score: Raw -129759.195627 + Penalty 2389.126424 = -127370.069203
  nChanged 9
		SP:Iteration 9Q (48035.860000 sec): 3 clusters
  Score: Raw -129767.308282 + Penalty 2389.126424 = -127378.181859
  nChanged 9
		SP:Iteration 10Q (48036.020000 sec): 3 clusters
  Score: Raw -129774.124186 + Penalty 2389.126424 = -127384.997762
  nChanged 9
		SP:Iteration 11Q (48036.190000 sec): 3 clusters
  Score: Raw -129783.098968 + Penalty 2389.126424 = -127393.972544
  nChanged 10
		SP:Iteration 12Q (48036.340000 sec): 3 clusters
  Score: Raw -129792.354007 + Penalty 2389.126424 = -127403.227584
  nChanged 7
		SP:Iteration 13Q (48036.500000 sec): 3 clusters
  Score: Raw -129796.883428 + Penalty 2389.126424 = -127407.757004
  nChanged 7
		SP:Iteration 14Q (48036.730000 sec): 3 clusters
  Score: Raw -129803.639010 + Penalty 2389.126424 = -127414.512586
  nChanged 10
		SP:Iteration 15Q (48036.960000 sec): 3 clusters
  Score: Raw -129810.816339 + Penalty 2389.126424 = -127421.689916
  nChanged 11
		SP:Iteration 16Q (48037.190000 sec): 3 clusters
  Score: Raw -129818.109122 + Penalty 2389.126424 = -127428.982698
  nChanged 5
		SP:Iteration 17Q (48037.400000 sec): 3 clusters
  Score: Raw -129821.400112 + Penalty 2389.126424 = -127432.273689
  nChanged 7
		SP:Iteration 18Q (48037.530000 sec): 3 clusters
  Score: Raw -129825.645526 + Penalty 2389.126424 = -127436.519102
  nChanged 11
		SP:Iteration 19Q (48037.690000 sec): 3 clusters
  Score: Raw -129834.566778 + Penalty 2389.126424 = -127445.440355
  nChanged 13
		SP:Iteration 20F (48037.820000 sec): 3 clusters
  Score: Raw -129845.563692 + Penalty 2389.126424 = -127456.437268
  nChanged 19
		SP:Iteration 21Q (48037.950000 sec): 3 clusters
  Score: Raw -129860.845114 + Penalty 2389.126424 = -127471.718691
  nChanged 14
		SP:Iteration 22Q (48038.140000 sec): 3 clusters
  Score: Raw -129871.596657 + Penalty 2389.126424 = -127482.470234
  nChanged 8
		SP:Iteration 23Q (48038.310000 sec): 3 clusters
  Score: Raw -129879.900939 + Penalty 2389.126424 = -127490.774516
  nChanged 8
		SP:Iteration 24Q (48038.440000 sec): 3 clusters
  Score: Raw -129885.994578 + Penalty 2389.126424 = -127496.868154
  nChanged 6
		SP:Iteration 25Q (48038.610000 sec): 3 clusters
  Score: Raw -129888.287684 + Penalty 2389.126424 = -127499.161261
  nChanged 4
		SP:Iteration 26Q (48038.730000 sec): 3 clusters
  Score: Raw -129889.389937 + Penalty 2389.126424 = -127500.263513
  nChanged 1
		SP:Iteration 27Q (48038.920000 sec): 3 clusters
  Score: Raw -129889.985543 + Penalty 2389.126424 = -127500.859119
  nChanged 2
		SP:Iteration 28Q (48039.120000 sec): 3 clusters
  Score: Raw -129890.701999 + Penalty 2389.126424 = -127501.575575
  nChanged 1
		SP:Iteration 29Q (48039.250000 sec): 3 clusters
  Score: Raw -129890.931813 + Penalty 2389.126424 = -127501.805390
  nChanged 0
		SP:Iteration 30F (48039.430000 sec): 3 clusters
  Score: Raw -129890.931813 + Penalty 2389.126424 = -127501.805390
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 66 (450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48039.480000 sec): 2 clusters
  Score: Raw -36746.869961 + Penalty 992.752732 = -35754.117229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48039.610000 sec): 3 clusters
  Score: Raw -36687.359816 + Penalty 1985.505464 = -34701.854351
  nChanged 92
		SP:Iteration 1F (48039.740000 sec): 3 clusters
  Score: Raw -36816.645559 + Penalty 1985.505464 = -34831.140094
  nChanged 23
		SP:Iteration 2F (48039.870000 sec): 3 clusters
  Score: Raw -36874.531229 + Penalty 1985.505464 = -34889.025764
  nChanged 15
		SP:Iteration 3Q (48040.020000 sec): 3 clusters
  Score: Raw -36902.696976 + Penalty 1985.505464 = -34917.191511
  nChanged 7
		SP:Iteration 4Q (48040.150000 sec): 3 clusters
  Score: Raw -36917.720159 + Penalty 1985.505464 = -34932.214695
  nChanged 6
		SP:Iteration 5Q (48040.290000 sec): 3 clusters
  Score: Raw -36928.043068 + Penalty 1985.505464 = -34942.537604
  nChanged 5
		SP:Iteration 6Q (48040.430000 sec): 3 clusters
  Score: Raw -36933.386212 + Penalty 1985.505464 = -34947.880748
  nChanged 1
		SP:Iteration 7Q (48040.520000 sec): 3 clusters
  Score: Raw -36937.128472 + Penalty 1985.505464 = -34951.623007
  nChanged 2
		SP:Iteration 8Q (48040.670000 sec): 3 clusters
  Score: Raw -36940.766076 + Penalty 1985.505464 = -34955.260611
  nChanged 1
		SP:Iteration 9Q (48040.810000 sec): 3 clusters
  Score: Raw -36941.755289 + Penalty 1985.505464 = -34956.249825
  nChanged 1
		SP:Iteration 10Q (48040.960000 sec): 3 clusters
  Score: Raw -36942.966823 + Penalty 1985.505464 = -34957.461358
  nChanged 1
		SP:Iteration 11Q (48041.060000 sec): 3 clusters
  Score: Raw -36944.977550 + Penalty 1985.505464 = -34959.472085
  nChanged 3
		SP:Iteration 12Q (48041.200000 sec): 3 clusters
  Score: Raw -36950.210915 + Penalty 1985.505464 = -34964.705450
  nChanged 3
		SP:Iteration 13Q (48041.300000 sec): 3 clusters
  Score: Raw -36955.598696 + Penalty 1985.505464 = -34970.093231
  nChanged 1
		SP:Iteration 14Q (48041.440000 sec): 3 clusters
  Score: Raw -36957.198524 + Penalty 1985.505464 = -34971.693060
  nChanged 3
		SP:Iteration 15Q (48041.550000 sec): 3 clusters
  Score: Raw -36963.239613 + Penalty 1985.505464 = -34977.734149
  nChanged 3
		SP:Iteration 16Q (48041.750000 sec): 3 clusters
  Score: Raw -36972.017270 + Penalty 1985.505464 = -34986.511806
  nChanged 4
		SP:Iteration 17Q (48041.920000 sec): 3 clusters
  Score: Raw -36980.907857 + Penalty 1985.505464 = -34995.402392
  nChanged 2
		SP:Iteration 18Q (48042.050000 sec): 3 clusters
  Score: Raw -36984.409615 + Penalty 1985.505464 = -34998.904151
  nChanged 0
		SP:Iteration 19F (48042.180000 sec): 3 clusters
  Score: Raw -36984.409615 + Penalty 1985.505464 = -34998.904151
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 67 (2749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48042.310000 sec): 2 clusters
  Score: Raw -225208.804643 + Penalty 1286.836279 = -223921.968364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48042.520000 sec): 3 clusters
  Score: Raw -223925.356426 + Penalty 2573.672559 = -221351.683867
  nChanged 1014
		SP:Iteration 1F (48042.700000 sec): 3 clusters
  Score: Raw -224468.162880 + Penalty 2573.672559 = -221894.490321
  nChanged 213
		SP:Iteration 2F (48042.860000 sec): 3 clusters
  Score: Raw -224602.961935 + Penalty 2573.672559 = -222029.289376
  nChanged 152
		SP:Iteration 3F (48043.030000 sec): 3 clusters
  Score: Raw -224697.456954 + Penalty 2573.672559 = -222123.784396
  nChanged 113
		SP:Iteration 4Q (48043.180000 sec): 3 clusters
  Score: Raw -224769.766393 + Penalty 2573.672559 = -222196.093834
  nChanged 98
		SP:Iteration 5Q (48043.420000 sec): 3 clusters
  Score: Raw -224836.709460 + Penalty 2573.672559 = -222263.036901
  nChanged 85
		SP:Iteration 6Q (48043.580000 sec): 3 clusters
  Score: Raw -224893.594430 + Penalty 2573.672559 = -222319.921872
  nChanged 67
		SP:Iteration 7Q (48043.760000 sec): 3 clusters
  Score: Raw -224940.721559 + Penalty 2573.672559 = -222367.049000
  nChanged 71
		SP:Iteration 8Q (48043.950000 sec): 3 clusters
  Score: Raw -224989.128797 + Penalty 2573.672559 = -222415.456239
  nChanged 65
		SP:Iteration 9Q (48044.110000 sec): 3 clusters
  Score: Raw -225045.405626 + Penalty 2573.672559 = -222471.733067
  nChanged 74
		SP:Iteration 10Q (48044.290000 sec): 3 clusters
  Score: Raw -225107.872978 + Penalty 2573.672559 = -222534.200419
  nChanged 77
		SP:Iteration 11Q (48044.500000 sec): 3 clusters
  Score: Raw -225163.095327 + Penalty 2573.672559 = -222589.422769
  nChanged 72
		SP:Iteration 12Q (48044.640000 sec): 3 clusters
  Score: Raw -225222.715308 + Penalty 2573.672559 = -222649.042750
  nChanged 72
		SP:Iteration 13Q (48044.830000 sec): 3 clusters
  Score: Raw -225280.544768 + Penalty 2573.672559 = -222706.872210
  nChanged 59
		SP:Iteration 14Q (48045.100000 sec): 3 clusters
  Score: Raw -225316.984958 + Penalty 2573.672559 = -222743.312399
  nChanged 44
		SP:Iteration 15Q (48045.260000 sec): 3 clusters
  Score: Raw -225337.439192 + Penalty 2573.672559 = -222763.766633
  nChanged 41
		SP:Iteration 16Q (48045.450000 sec): 3 clusters
  Score: Raw -225358.391016 + Penalty 2573.672559 = -222784.718457
  nChanged 29
		SP:Iteration 17Q (48045.600000 sec): 3 clusters
  Score: Raw -225371.643094 + Penalty 2573.672559 = -222797.970536
  nChanged 22
		SP:Iteration 18Q (48045.820000 sec): 3 clusters
  Score: Raw -225379.953053 + Penalty 2573.672559 = -222806.280494
  nChanged 19
		SP:Iteration 19Q (48046.030000 sec): 3 clusters
  Score: Raw -225387.745844 + Penalty 2573.672559 = -222814.073285
  nChanged 18
		SP:Iteration 20F (48046.210000 sec): 3 clusters
  Score: Raw -225393.850447 + Penalty 2573.672559 = -222820.177889
  nChanged 18
		SP:Iteration 21Q (48046.340000 sec): 3 clusters
  Score: Raw -225401.295907 + Penalty 2573.672559 = -222827.623348
  nChanged 24
		SP:Iteration 22Q (48046.510000 sec): 3 clusters
  Score: Raw -225411.309230 + Penalty 2573.672559 = -222837.636672
  nChanged 18
		SP:Iteration 23Q (48046.670000 sec): 3 clusters
  Score: Raw -225418.676834 + Penalty 2573.672559 = -222845.004275
  nChanged 16
		SP:Iteration 24Q (48046.800000 sec): 3 clusters
  Score: Raw -225424.993559 + Penalty 2573.672559 = -222851.321000
  nChanged 13
		SP:Iteration 25Q (48046.960000 sec): 3 clusters
  Score: Raw -225429.888250 + Penalty 2573.672559 = -222856.215691
  nChanged 16
		SP:Iteration 26Q (48047.260000 sec): 3 clusters
  Score: Raw -225434.075639 + Penalty 2573.672559 = -222860.403081
  nChanged 13
		SP:Iteration 27Q (48047.430000 sec): 3 clusters
  Score: Raw -225439.860025 + Penalty 2573.672559 = -222866.187467
  nChanged 19
		SP:Iteration 28Q (48047.580000 sec): 3 clusters
  Score: Raw -225448.853369 + Penalty 2573.672559 = -222875.180810
  nChanged 18
		SP:Iteration 29Q (48047.770000 sec): 3 clusters
  Score: Raw -225454.892197 + Penalty 2573.672559 = -222881.219639
  nChanged 14
		SP:Iteration 30Q (48047.940000 sec): 3 clusters
  Score: Raw -225459.933363 + Penalty 2573.672559 = -222886.260804
  nChanged 18
		SP:Iteration 31Q (48048.070000 sec): 3 clusters
  Score: Raw -225468.606070 + Penalty 2573.672559 = -222894.933512
  nChanged 19
		SP:Iteration 32Q (48048.280000 sec): 3 clusters
  Score: Raw -225476.391820 + Penalty 2573.672559 = -222902.719261
  nChanged 26
		SP:Iteration 33Q (48048.480000 sec): 3 clusters
  Score: Raw -225487.249893 + Penalty 2573.672559 = -222913.577334
  nChanged 21
		SP:Iteration 34Q (48048.660000 sec): 3 clusters
  Score: Raw -225495.069240 + Penalty 2573.672559 = -222921.396681
  nChanged 24
		SP:Iteration 35Q (48048.860000 sec): 3 clusters
  Score: Raw -225503.459239 + Penalty 2573.672559 = -222929.786681
  nChanged 21
		SP:Iteration 36Q (48049.080000 sec): 3 clusters
  Score: Raw -225514.065626 + Penalty 2573.672559 = -222940.393067
  nChanged 32
		SP:Iteration 37Q (48049.270000 sec): 3 clusters
  Score: Raw -225529.902203 + Penalty 2573.672559 = -222956.229645
  nChanged 39
		SP:Iteration 38Q (48049.430000 sec): 3 clusters
  Score: Raw -225552.160348 + Penalty 2573.672559 = -222978.487789
  nChanged 53
		SP:Iteration 39Q (48049.600000 sec): 3 clusters
  Score: Raw -225584.908348 + Penalty 2573.672559 = -223011.235790
  nChanged 57
		SP:Iteration 40F (48049.770000 sec): 3 clusters
  Score: Raw -225623.847886 + Penalty 2573.672559 = -223050.175328
  nChanged 49
		SP:Iteration 41Q (48049.930000 sec): 3 clusters
  Score: Raw -225656.026598 + Penalty 2573.672559 = -223082.354039
  nChanged 38
		SP:Iteration 42Q (48050.100000 sec): 3 clusters
  Score: Raw -225678.086043 + Penalty 2573.672559 = -223104.413484
  nChanged 29
		SP:Iteration 43Q (48050.280000 sec): 3 clusters
  Score: Raw -225693.037058 + Penalty 2573.672559 = -223119.364499
  nChanged 27
		SP:Iteration 44Q (48050.450000 sec): 3 clusters
  Score: Raw -225709.852049 + Penalty 2573.672559 = -223136.179490
  nChanged 26
		SP:Iteration 45Q (48050.660000 sec): 3 clusters
  Score: Raw -225724.579241 + Penalty 2573.672559 = -223150.906682
  nChanged 28
		SP:Iteration 46Q (48050.860000 sec): 3 clusters
  Score: Raw -225744.251470 + Penalty 2573.672559 = -223170.578911
  nChanged 21
		SP:Iteration 47Q (48051.060000 sec): 3 clusters
  Score: Raw -225754.991980 + Penalty 2573.672559 = -223181.319422
  nChanged 14
		SP:Iteration 48Q (48051.280000 sec): 3 clusters
  Score: Raw -225762.360515 + Penalty 2573.672559 = -223188.687957
  nChanged 14
		SP:Iteration 49Q (48051.470000 sec): 3 clusters
  Score: Raw -225769.338870 + Penalty 2573.672559 = -223195.666312
  nChanged 17
		SP:Iteration 50Q (48051.640000 sec): 3 clusters
  Score: Raw -225780.438678 + Penalty 2573.672559 = -223206.766119
  nChanged 15
		SP:Iteration 51Q (48051.830000 sec): 3 clusters
  Score: Raw -225787.059287 + Penalty 2573.672559 = -223213.386729
  nChanged 13
		SP:Iteration 52Q (48052.020000 sec): 3 clusters
  Score: Raw -225793.822795 + Penalty 2573.672559 = -223220.150236
  nChanged 8
		SP:Iteration 53Q (48052.260000 sec): 3 clusters
  Score: Raw -225796.993616 + Penalty 2573.672559 = -223223.321057
  nChanged 3
		SP:Iteration 54Q (48052.460000 sec): 3 clusters
  Score: Raw -225799.059084 + Penalty 2573.672559 = -223225.386525
  nChanged 6
		SP:Iteration 55Q (48052.640000 sec): 3 clusters
  Score: Raw -225802.060889 + Penalty 2573.672559 = -223228.388330
  nChanged 4
		SP:Iteration 56Q (48052.810000 sec): 3 clusters
  Score: Raw -225804.138489 + Penalty 2573.672559 = -223230.465931
  nChanged 3
		SP:Iteration 57Q (48052.970000 sec): 3 clusters
  Score: Raw -225805.098295 + Penalty 2573.672559 = -223231.425736
  nChanged 1
		SP:Iteration 58Q (48053.140000 sec): 3 clusters
  Score: Raw -225805.296943 + Penalty 2573.672559 = -223231.624384
  nChanged 0
		SP:Iteration 59F (48053.320000 sec): 3 clusters
  Score: Raw -225805.296943 + Penalty 2573.672559 = -223231.624384
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 68 (5590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48053.450000 sec): 2 clusters
  Score: Raw -463795.956120 + Penalty 1402.169367 = -462393.786753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48053.660000 sec): 3 clusters
  Score: Raw -460842.101782 + Penalty 2804.338734 = -458037.763048
  nChanged 2305
		SP:Iteration 1F (48053.860000 sec): 3 clusters
  Score: Raw -462139.171217 + Penalty 2804.338734 = -459334.832483
  nChanged 420
		SP:Iteration 2F (48054.100000 sec): 3 clusters
  Score: Raw -462394.868325 + Penalty 2804.338734 = -459590.529591
  nChanged 334
		SP:Iteration 3F (48054.320000 sec): 3 clusters
  Score: Raw -462587.750180 + Penalty 2804.338734 = -459783.411446
  nChanged 282
		SP:Iteration 4F (48054.490000 sec): 3 clusters
  Score: Raw -462751.078671 + Penalty 2804.338734 = -459946.739937
  nChanged 231
		SP:Iteration 5Q (48054.740000 sec): 3 clusters
  Score: Raw -462923.109174 + Penalty 2804.338734 = -460118.770440
  nChanged 241
		SP:Iteration 6Q (48054.950000 sec): 3 clusters
  Score: Raw -463124.316114 + Penalty 2804.338734 = -460319.977380
  nChanged 244
		SP:Iteration 7Q (48055.180000 sec): 3 clusters
  Score: Raw -463333.518357 + Penalty 2804.338734 = -460529.179623
  nChanged 235
		SP:Iteration 8Q (48055.400000 sec): 3 clusters
  Score: Raw -463526.883981 + Penalty 2804.338734 = -460722.545247
  nChanged 232
		SP:Iteration 9Q (48055.580000 sec): 3 clusters
  Score: Raw -463702.942031 + Penalty 2804.338734 = -460898.603297
  nChanged 208
		SP:Iteration 10Q (48055.820000 sec): 3 clusters
  Score: Raw -463856.208451 + Penalty 2804.338734 = -461051.869717
  nChanged 210
		SP:Iteration 11Q (48056.100000 sec): 3 clusters
  Score: Raw -464013.980175 + Penalty 2804.338734 = -461209.641441
  nChanged 207
		SP:Iteration 12Q (48056.310000 sec): 3 clusters
  Score: Raw -464159.350901 + Penalty 2804.338734 = -461355.012167
  nChanged 179
		SP:Iteration 13Q (48056.530000 sec): 3 clusters
  Score: Raw -464263.078916 + Penalty 2804.338734 = -461458.740182
  nChanged 136
		SP:Iteration 14Q (48056.700000 sec): 3 clusters
  Score: Raw -464336.464003 + Penalty 2804.338734 = -461532.125269
  nChanged 128
		SP:Iteration 15Q (48056.910000 sec): 3 clusters
  Score: Raw -464416.935491 + Penalty 2804.338734 = -461612.596757
  nChanged 121
		SP:Iteration 16Q (48057.100000 sec): 3 clusters
  Score: Raw -464491.453149 + Penalty 2804.338734 = -461687.114415
  nChanged 109
		SP:Iteration 17Q (48057.310000 sec): 3 clusters
  Score: Raw -464547.212721 + Penalty 2804.338734 = -461742.873987
  nChanged 78
		SP:Iteration 18Q (48057.510000 sec): 3 clusters
  Score: Raw -464582.013602 + Penalty 2804.338734 = -461777.674868
  nChanged 69
		SP:Iteration 19Q (48057.680000 sec): 3 clusters
  Score: Raw -464606.205539 + Penalty 2804.338734 = -461801.866805
  nChanged 51
		SP:Iteration 20F (48057.910000 sec): 3 clusters
  Score: Raw -464628.028945 + Penalty 2804.338734 = -461823.690211
  nChanged 35
		SP:Iteration 21Q (48058.090000 sec): 3 clusters
  Score: Raw -464643.637805 + Penalty 2804.338734 = -461839.299071
  nChanged 39
		SP:Iteration 22Q (48058.330000 sec): 3 clusters
  Score: Raw -464658.011161 + Penalty 2804.338734 = -461853.672427
  nChanged 45
		SP:Iteration 23Q (48058.550000 sec): 3 clusters
  Score: Raw -464677.003801 + Penalty 2804.338734 = -461872.665067
  nChanged 41
		SP:Iteration 24Q (48058.750000 sec): 3 clusters
  Score: Raw -464694.625414 + Penalty 2804.338734 = -461890.286680
  nChanged 36
		SP:Iteration 25Q (48058.970000 sec): 3 clusters
  Score: Raw -464707.001888 + Penalty 2804.338734 = -461902.663154
  nChanged 27
		SP:Iteration 26Q (48059.190000 sec): 3 clusters
  Score: Raw -464714.489820 + Penalty 2804.338734 = -461910.151086
  nChanged 11
		SP:Iteration 27Q (48059.400000 sec): 3 clusters
  Score: Raw -464717.186964 + Penalty 2804.338734 = -461912.848230
  nChanged 11
		SP:Iteration 28Q (48059.590000 sec): 3 clusters
  Score: Raw -464720.867449 + Penalty 2804.338734 = -461916.528715
  nChanged 14
		SP:Iteration 29Q (48059.850000 sec): 3 clusters
  Score: Raw -464724.971123 + Penalty 2804.338734 = -461920.632389
  nChanged 15
		SP:Iteration 30Q (48060.090000 sec): 3 clusters
  Score: Raw -464729.641171 + Penalty 2804.338734 = -461925.302437
  nChanged 19
		SP:Iteration 31Q (48060.250000 sec): 3 clusters
  Score: Raw -464735.785416 + Penalty 2804.338734 = -461931.446682
  nChanged 17
		SP:Iteration 32Q (48060.430000 sec): 3 clusters
  Score: Raw -464741.774970 + Penalty 2804.338734 = -461937.436236
  nChanged 25
		SP:Iteration 33Q (48060.620000 sec): 3 clusters
  Score: Raw -464750.620770 + Penalty 2804.338734 = -461946.282036
  nChanged 14
		SP:Iteration 34Q (48060.810000 sec): 3 clusters
  Score: Raw -464755.019130 + Penalty 2804.338734 = -461950.680396
  nChanged 16
		SP:Iteration 35Q (48060.960000 sec): 3 clusters
  Score: Raw -464759.048948 + Penalty 2804.338734 = -461954.710214
  nChanged 15
		SP:Iteration 36Q (48061.140000 sec): 3 clusters
  Score: Raw -464764.813563 + Penalty 2804.338734 = -461960.474829
  nChanged 15
		SP:Iteration 37Q (48061.280000 sec): 3 clusters
  Score: Raw -464767.982904 + Penalty 2804.338734 = -461963.644170
  nChanged 9
		SP:Iteration 38Q (48061.420000 sec): 3 clusters
  Score: Raw -464770.425684 + Penalty 2804.338734 = -461966.086950
  nChanged 12
		SP:Iteration 39Q (48061.570000 sec): 3 clusters
  Score: Raw -464773.243868 + Penalty 2804.338734 = -461968.905134
  nChanged 6
		SP:Iteration 40F (48061.720000 sec): 3 clusters
  Score: Raw -464774.544883 + Penalty 2804.338734 = -461970.206149
  nChanged 10
		SP:Iteration 41Q (48061.910000 sec): 3 clusters
  Score: Raw -464775.976848 + Penalty 2804.338734 = -461971.638114
  nChanged 6
		SP:Iteration 42Q (48062.060000 sec): 3 clusters
  Score: Raw -464777.177929 + Penalty 2804.338734 = -461972.839195
  nChanged 3
		SP:Iteration 43Q (48062.220000 sec): 3 clusters
  Score: Raw -464777.892201 + Penalty 2804.338734 = -461973.553467
  nChanged 4
		SP:Iteration 44Q (48062.370000 sec): 3 clusters
  Score: Raw -464778.610772 + Penalty 2804.338734 = -461974.272038
  nChanged 5
		SP:Iteration 45Q (48062.520000 sec): 3 clusters
  Score: Raw -464779.778467 + Penalty 2804.338734 = -461975.439733
  nChanged 3
		SP:Iteration 46Q (48062.680000 sec): 3 clusters
  Score: Raw -464780.372202 + Penalty 2804.338734 = -461976.033468
  nChanged 1
		SP:Iteration 47Q (48062.820000 sec): 3 clusters
  Score: Raw -464780.481424 + Penalty 2804.338734 = -461976.142690
  nChanged 1
		SP:Iteration 48Q (48062.960000 sec): 3 clusters
  Score: Raw -464781.031909 + Penalty 2804.338734 = -461976.693175
  nChanged 2
		SP:Iteration 49Q (48063.100000 sec): 3 clusters
  Score: Raw -464781.270449 + Penalty 2804.338734 = -461976.931715
  nChanged 0
		SP:Iteration 50F (48063.240000 sec): 3 clusters
  Score: Raw -464781.270449 + Penalty 2804.338734 = -461976.931715
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 69 (2971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48063.330000 sec): 2 clusters
  Score: Raw -231776.233105 + Penalty 1299.456255 = -230476.776850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48063.490000 sec): 3 clusters
  Score: Raw -230377.365948 + Penalty 2598.912510 = -227778.453438
  nChanged 1115
		SP:Iteration 1F (48063.650000 sec): 3 clusters
  Score: Raw -231033.896021 + Penalty 2598.912510 = -228434.983512
  nChanged 250
		SP:Iteration 2F (48063.810000 sec): 3 clusters
  Score: Raw -231183.624316 + Penalty 2598.912510 = -228584.711806
  nChanged 147
		SP:Iteration 3Q (48063.970000 sec): 3 clusters
  Score: Raw -231275.663319 + Penalty 2598.912510 = -228676.750809
  nChanged 116
		SP:Iteration 4Q (48064.130000 sec): 3 clusters
  Score: Raw -231345.431066 + Penalty 2598.912510 = -228746.518556
  nChanged 98
		SP:Iteration 5Q (48064.290000 sec): 3 clusters
  Score: Raw -231403.134728 + Penalty 2598.912510 = -228804.222219
  nChanged 92
		SP:Iteration 6Q (48064.450000 sec): 3 clusters
  Score: Raw -231459.489161 + Penalty 2598.912510 = -228860.576651
  nChanged 90
		SP:Iteration 7Q (48064.610000 sec): 3 clusters
  Score: Raw -231508.058150 + Penalty 2598.912510 = -228909.145640
  nChanged 69
		SP:Iteration 8Q (48064.770000 sec): 3 clusters
  Score: Raw -231548.222858 + Penalty 2598.912510 = -228949.310349
  nChanged 74
		SP:Iteration 9Q (48064.930000 sec): 3 clusters
  Score: Raw -231587.784970 + Penalty 2598.912510 = -228988.872460
  nChanged 65
		SP:Iteration 10Q (48065.090000 sec): 3 clusters
  Score: Raw -231627.697038 + Penalty 2598.912510 = -229028.784528
  nChanged 64
		SP:Iteration 11Q (48065.250000 sec): 3 clusters
  Score: Raw -231665.625119 + Penalty 2598.912510 = -229066.712609
  nChanged 63
		SP:Iteration 12Q (48065.410000 sec): 3 clusters
  Score: Raw -231694.895665 + Penalty 2598.912510 = -229095.983155
  nChanged 46
		SP:Iteration 13Q (48065.570000 sec): 3 clusters
  Score: Raw -231718.237396 + Penalty 2598.912510 = -229119.324886
  nChanged 46
		SP:Iteration 14Q (48065.730000 sec): 3 clusters
  Score: Raw -231751.672431 + Penalty 2598.912510 = -229152.759921
  nChanged 42
		SP:Iteration 15Q (48065.890000 sec): 3 clusters
  Score: Raw -231770.375608 + Penalty 2598.912510 = -229171.463098
  nChanged 28
		SP:Iteration 16Q (48066.040000 sec): 3 clusters
  Score: Raw -231785.435138 + Penalty 2598.912510 = -229186.522629
  nChanged 35
		SP:Iteration 17Q (48066.200000 sec): 3 clusters
  Score: Raw -231799.638108 + Penalty 2598.912510 = -229200.725599
  nChanged 34
		SP:Iteration 18Q (48066.360000 sec): 3 clusters
  Score: Raw -231814.123147 + Penalty 2598.912510 = -229215.210637
  nChanged 38
		SP:Iteration 19Q (48066.510000 sec): 3 clusters
  Score: Raw -231836.299194 + Penalty 2598.912510 = -229237.386685
  nChanged 45
		SP:Iteration 20F (48066.670000 sec): 3 clusters
  Score: Raw -231856.487288 + Penalty 2598.912510 = -229257.574779
  nChanged 35
		SP:Iteration 21Q (48066.830000 sec): 3 clusters
  Score: Raw -231872.769056 + Penalty 2598.912510 = -229273.856547
  nChanged 32
		SP:Iteration 22Q (48066.990000 sec): 3 clusters
  Score: Raw -231888.131607 + Penalty 2598.912510 = -229289.219097
  nChanged 17
		SP:Iteration 23Q (48067.170000 sec): 3 clusters
  Score: Raw -231898.455394 + Penalty 2598.912510 = -229299.542884
  nChanged 30
		SP:Iteration 24Q (48067.330000 sec): 3 clusters
  Score: Raw -231910.133320 + Penalty 2598.912510 = -229311.220810
  nChanged 22
		SP:Iteration 25Q (48067.490000 sec): 3 clusters
  Score: Raw -231918.686687 + Penalty 2598.912510 = -229319.774177
  nChanged 19
		SP:Iteration 26Q (48067.650000 sec): 3 clusters
  Score: Raw -231925.610099 + Penalty 2598.912510 = -229326.697590
  nChanged 17
		SP:Iteration 27Q (48067.810000 sec): 3 clusters
  Score: Raw -231936.004462 + Penalty 2598.912510 = -229337.091952
  nChanged 23
		SP:Iteration 28Q (48067.990000 sec): 3 clusters
  Score: Raw -231950.168453 + Penalty 2598.912510 = -229351.255943
  nChanged 20
		SP:Iteration 29Q (48068.130000 sec): 3 clusters
  Score: Raw -231959.600866 + Penalty 2598.912510 = -229360.688357
  nChanged 26
		SP:Iteration 30Q (48068.290000 sec): 3 clusters
  Score: Raw -231971.832646 + Penalty 2598.912510 = -229372.920136
  nChanged 30
		SP:Iteration 31Q (48068.450000 sec): 3 clusters
  Score: Raw -231991.983807 + Penalty 2598.912510 = -229393.071298
  nChanged 31
		SP:Iteration 32Q (48068.610000 sec): 3 clusters
  Score: Raw -232011.726962 + Penalty 2598.912510 = -229412.814453
  nChanged 26
		SP:Iteration 33Q (48068.760000 sec): 3 clusters
  Score: Raw -232026.532127 + Penalty 2598.912510 = -229427.619618
  nChanged 28
		SP:Iteration 34Q (48068.920000 sec): 3 clusters
  Score: Raw -232038.162413 + Penalty 2598.912510 = -229439.249903
  nChanged 17
		SP:Iteration 35Q (48069.080000 sec): 3 clusters
  Score: Raw -232047.394692 + Penalty 2598.912510 = -229448.482183
  nChanged 18
		SP:Iteration 36Q (48069.240000 sec): 3 clusters
  Score: Raw -232053.333659 + Penalty 2598.912510 = -229454.421149
  nChanged 11
		SP:Iteration 37Q (48069.400000 sec): 3 clusters
  Score: Raw -232057.171459 + Penalty 2598.912510 = -229458.258950
  nChanged 9
		SP:Iteration 38Q (48069.560000 sec): 3 clusters
  Score: Raw -232060.339752 + Penalty 2598.912510 = -229461.427243
  nChanged 12
		SP:Iteration 39Q (48069.720000 sec): 3 clusters
  Score: Raw -232064.451611 + Penalty 2598.912510 = -229465.539101
  nChanged 8
		SP:Iteration 40F (48069.880000 sec): 3 clusters
  Score: Raw -232066.518797 + Penalty 2598.912510 = -229467.606288
  nChanged 3
		SP:Iteration 41Q (48070.080000 sec): 3 clusters
  Score: Raw -232067.026631 + Penalty 2598.912510 = -229468.114122
  nChanged 2
		SP:Iteration 42Q (48070.200000 sec): 3 clusters
  Score: Raw -232067.480911 + Penalty 2598.912510 = -229468.568401
  nChanged 2
		SP:Iteration 43Q (48070.350000 sec): 3 clusters
  Score: Raw -232068.099864 + Penalty 2598.912510 = -229469.187354
  nChanged 4
		SP:Iteration 44Q (48070.490000 sec): 3 clusters
  Score: Raw -232069.288901 + Penalty 2598.912510 = -229470.376392
  nChanged 1
		SP:Iteration 45Q (48070.630000 sec): 3 clusters
  Score: Raw -232069.723534 + Penalty 2598.912510 = -229470.811024
  nChanged 1
		SP:Iteration 46Q (48070.780000 sec): 3 clusters
  Score: Raw -232069.996756 + Penalty 2598.912510 = -229471.084246
  nChanged 1
		SP:Iteration 47Q (48070.920000 sec): 3 clusters
  Score: Raw -232070.344675 + Penalty 2598.912510 = -229471.432165
  nChanged 1
		SP:Iteration 48Q (48071.070000 sec): 3 clusters
  Score: Raw -232070.447928 + Penalty 2598.912510 = -229471.535418
  nChanged 0
		SP:Iteration 49F (48071.210000 sec): 3 clusters
  Score: Raw -232070.447928 + Penalty 2598.912510 = -229471.535418
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 70 (8459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48071.330000 sec): 2 clusters
  Score: Raw -680225.029479 + Penalty 1469.485264 = -678755.544215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48071.510000 sec): 3 clusters
  Score: Raw -675498.266821 + Penalty 2938.970529 = -672559.296292
  nChanged 3595
		SP:Iteration 1F (48071.700000 sec): 3 clusters
  Score: Raw -677547.819774 + Penalty 2938.970529 = -674608.849245
  nChanged 644
		SP:Iteration 2F (48071.950000 sec): 3 clusters
  Score: Raw -677972.245160 + Penalty 2938.970529 = -675033.274631
  nChanged 622
		SP:Iteration 3F (48072.130000 sec): 3 clusters
  Score: Raw -678416.490797 + Penalty 2938.970529 = -675477.520268
  nChanged 585
		SP:Iteration 4F (48072.350000 sec): 3 clusters
  Score: Raw -678814.348040 + Penalty 2938.970529 = -675875.377511
  nChanged 494
		SP:Iteration 5F (48072.560000 sec): 3 clusters
  Score: Raw -679099.584424 + Penalty 2938.970529 = -676160.613895
  nChanged 398
		SP:Iteration 6Q (48072.740000 sec): 3 clusters
  Score: Raw -679321.215129 + Penalty 2938.970529 = -676382.244600
  nChanged 327
		SP:Iteration 7Q (48072.900000 sec): 3 clusters
  Score: Raw -679481.696399 + Penalty 2938.970529 = -676542.725870
  nChanged 236
		SP:Iteration 8Q (48073.060000 sec): 3 clusters
  Score: Raw -679594.358012 + Penalty 2938.970529 = -676655.387483
  nChanged 220
		SP:Iteration 9Q (48073.230000 sec): 3 clusters
  Score: Raw -679695.745767 + Penalty 2938.970529 = -676756.775238
  nChanged 194
		SP:Iteration 10Q (48073.390000 sec): 3 clusters
  Score: Raw -679777.030060 + Penalty 2938.970529 = -676838.059531
  nChanged 157
		SP:Iteration 11Q (48073.590000 sec): 3 clusters
  Score: Raw -679839.809319 + Penalty 2938.970529 = -676900.838790
  nChanged 135
		SP:Iteration 12Q (48073.750000 sec): 3 clusters
  Score: Raw -679897.044577 + Penalty 2938.970529 = -676958.074048
  nChanged 144
		SP:Iteration 13Q (48073.990000 sec): 3 clusters
  Score: Raw -679955.524917 + Penalty 2938.970529 = -677016.554388
  nChanged 114
		SP:Iteration 14Q (48074.160000 sec): 3 clusters
  Score: Raw -679992.484471 + Penalty 2938.970529 = -677053.513942
  nChanged 91
		SP:Iteration 15Q (48074.410000 sec): 3 clusters
  Score: Raw -680021.675722 + Penalty 2938.970529 = -677082.705193
  nChanged 94
		SP:Iteration 16Q (48074.630000 sec): 3 clusters
  Score: Raw -680049.802646 + Penalty 2938.970529 = -677110.832117
  nChanged 75
		SP:Iteration 17Q (48074.790000 sec): 3 clusters
  Score: Raw -680080.147055 + Penalty 2938.970529 = -677141.176526
  nChanged 89
		SP:Iteration 18Q (48074.950000 sec): 3 clusters
  Score: Raw -680113.695420 + Penalty 2938.970529 = -677174.724891
  nChanged 70
		SP:Iteration 19Q (48075.180000 sec): 3 clusters
  Score: Raw -680137.264417 + Penalty 2938.970529 = -677198.293888
  nChanged 70
		SP:Iteration 20F (48075.370000 sec): 3 clusters
  Score: Raw -680159.290342 + Penalty 2938.970529 = -677220.319813
  nChanged 69
		SP:Iteration 21Q (48075.540000 sec): 3 clusters
  Score: Raw -680183.066262 + Penalty 2938.970529 = -677244.095733
  nChanged 68
		SP:Iteration 22Q (48075.710000 sec): 3 clusters
  Score: Raw -680207.870228 + Penalty 2938.970529 = -677268.899699
  nChanged 68
		SP:Iteration 23Q (48075.890000 sec): 3 clusters
  Score: Raw -680237.971537 + Penalty 2938.970529 = -677299.001008
  nChanged 75
		SP:Iteration 24Q (48076.070000 sec): 3 clusters
  Score: Raw -680266.835944 + Penalty 2938.970529 = -677327.865415
  nChanged 68
		SP:Iteration 25Q (48076.230000 sec): 3 clusters
  Score: Raw -680296.805505 + Penalty 2938.970529 = -677357.834977
  nChanged 76
		SP:Iteration 26Q (48076.420000 sec): 3 clusters
  Score: Raw -680327.767819 + Penalty 2938.970529 = -677388.797290
  nChanged 68
		SP:Iteration 27Q (48076.590000 sec): 3 clusters
  Score: Raw -680358.259826 + Penalty 2938.970529 = -677419.289297
  nChanged 64
		SP:Iteration 28Q (48076.790000 sec): 3 clusters
  Score: Raw -680381.983933 + Penalty 2938.970529 = -677443.013405
  nChanged 52
		SP:Iteration 29Q (48077.020000 sec): 3 clusters
  Score: Raw -680401.343766 + Penalty 2938.970529 = -677462.373238
  nChanged 45
		SP:Iteration 30Q (48077.270000 sec): 3 clusters
  Score: Raw -680416.816585 + Penalty 2938.970529 = -677477.846057
  nChanged 39
		SP:Iteration 31Q (48077.490000 sec): 3 clusters
  Score: Raw -680427.661938 + Penalty 2938.970529 = -677488.691409
  nChanged 32
		SP:Iteration 32Q (48077.710000 sec): 3 clusters
  Score: Raw -680439.946686 + Penalty 2938.970529 = -677500.976158
  nChanged 36
		SP:Iteration 33Q (48077.910000 sec): 3 clusters
  Score: Raw -680451.595855 + Penalty 2938.970529 = -677512.625326
  nChanged 32
		SP:Iteration 34Q (48078.110000 sec): 3 clusters
  Score: Raw -680465.144551 + Penalty 2938.970529 = -677526.174022
  nChanged 37
		SP:Iteration 35Q (48078.270000 sec): 3 clusters
  Score: Raw -680484.657323 + Penalty 2938.970529 = -677545.686794
  nChanged 40
		SP:Iteration 36Q (48078.470000 sec): 3 clusters
  Score: Raw -680507.582194 + Penalty 2938.970529 = -677568.611665
  nChanged 48
		SP:Iteration 37Q (48078.680000 sec): 3 clusters
  Score: Raw -680533.870279 + Penalty 2938.970529 = -677594.899750
  nChanged 57
		SP:Iteration 38Q (48078.930000 sec): 3 clusters
  Score: Raw -680570.278582 + Penalty 2938.970529 = -677631.308054
  nChanged 52
		SP:Iteration 39Q (48079.130000 sec): 3 clusters
  Score: Raw -680600.324195 + Penalty 2938.970529 = -677661.353666
  nChanged 35
		SP:Iteration 40F (48079.380000 sec): 3 clusters
  Score: Raw -680615.685588 + Penalty 2938.970529 = -677676.715060
  nChanged 26
		SP:Iteration 41Q (48079.630000 sec): 3 clusters
  Score: Raw -680625.647303 + Penalty 2938.970529 = -677686.676774
  nChanged 18
		SP:Iteration 42Q (48079.810000 sec): 3 clusters
  Score: Raw -680633.573688 + Penalty 2938.970529 = -677694.603159
  nChanged 15
		SP:Iteration 43Q (48080.040000 sec): 3 clusters
  Score: Raw -680638.067045 + Penalty 2938.970529 = -677699.096516
  nChanged 9
		SP:Iteration 44Q (48080.230000 sec): 3 clusters
  Score: Raw -680641.530978 + Penalty 2938.970529 = -677702.560450
  nChanged 8
		SP:Iteration 45Q (48080.460000 sec): 3 clusters
  Score: Raw -680643.656859 + Penalty 2938.970529 = -677704.686330
  nChanged 10
		SP:Iteration 46Q (48080.730000 sec): 3 clusters
  Score: Raw -680646.936513 + Penalty 2938.970529 = -677707.965984
  nChanged 12
		SP:Iteration 47Q (48080.970000 sec): 3 clusters
  Score: Raw -680651.123248 + Penalty 2938.970529 = -677712.152719
  nChanged 8
		SP:Iteration 48Q (48081.230000 sec): 3 clusters
  Score: Raw -680654.261362 + Penalty 2938.970529 = -677715.290833
  nChanged 7
		SP:Iteration 49Q (48081.470000 sec): 3 clusters
  Score: Raw -680657.617016 + Penalty 2938.970529 = -677718.646487
  nChanged 7
		SP:Iteration 50Q (48081.710000 sec): 3 clusters
  Score: Raw -680660.243127 + Penalty 2938.970529 = -677721.272598
  nChanged 9
		SP:Iteration 51Q (48081.980000 sec): 3 clusters
  Score: Raw -680663.690133 + Penalty 2938.970529 = -677724.719604
  nChanged 5
		SP:Iteration 52Q (48082.190000 sec): 3 clusters
  Score: Raw -680664.749759 + Penalty 2938.970529 = -677725.779230
  nChanged 2
		SP:Iteration 53Q (48082.390000 sec): 3 clusters
  Score: Raw -680665.759517 + Penalty 2938.970529 = -677726.788989
  nChanged 6
		SP:Iteration 54Q (48082.650000 sec): 3 clusters
  Score: Raw -680668.706124 + Penalty 2938.970529 = -677729.735596
  nChanged 7
		SP:Iteration 55Q (48082.860000 sec): 3 clusters
  Score: Raw -680671.583284 + Penalty 2938.970529 = -677732.612755
  nChanged 11
		SP:Iteration 56Q (48083.040000 sec): 3 clusters
  Score: Raw -680676.274634 + Penalty 2938.970529 = -677737.304105
  nChanged 9
		SP:Iteration 57Q (48083.300000 sec): 3 clusters
  Score: Raw -680681.115170 + Penalty 2938.970529 = -677742.144641
  nChanged 12
		SP:Iteration 58Q (48083.570000 sec): 3 clusters
  Score: Raw -680689.989266 + Penalty 2938.970529 = -677751.018738
  nChanged 13
		SP:Iteration 59Q (48083.830000 sec): 3 clusters
  Score: Raw -680700.827404 + Penalty 2938.970529 = -677761.856875
  nChanged 14
		SP:Iteration 60F (48084.020000 sec): 3 clusters
  Score: Raw -680711.691193 + Penalty 2938.970529 = -677772.720664
  nChanged 11
		SP:Iteration 61Q (48084.230000 sec): 3 clusters
  Score: Raw -680718.299347 + Penalty 2938.970529 = -677779.328818
  nChanged 14
		SP:Iteration 62Q (48084.520000 sec): 3 clusters
  Score: Raw -680727.562262 + Penalty 2938.970529 = -677788.591734
  nChanged 15
		SP:Iteration 63Q (48084.730000 sec): 3 clusters
  Score: Raw -680743.340025 + Penalty 2938.970529 = -677804.369496
  nChanged 20
		SP:Iteration 64Q (48084.980000 sec): 3 clusters
  Score: Raw -680761.292784 + Penalty 2938.970529 = -677822.322255
  nChanged 12
		SP:Iteration 65Q (48085.220000 sec): 3 clusters
  Score: Raw -680769.477814 + Penalty 2938.970529 = -677830.507285
  nChanged 11
		SP:Iteration 66Q (48085.480000 sec): 3 clusters
  Score: Raw -680775.162575 + Penalty 2938.970529 = -677836.192046
  nChanged 8
		SP:Iteration 67Q (48085.710000 sec): 3 clusters
  Score: Raw -680778.874261 + Penalty 2938.970529 = -677839.903732
  nChanged 8
		SP:Iteration 68Q (48085.910000 sec): 3 clusters
  Score: Raw -680784.237181 + Penalty 2938.970529 = -677845.266652
  nChanged 9
		SP:Iteration 69Q (48086.110000 sec): 3 clusters
  Score: Raw -680787.987864 + Penalty 2938.970529 = -677849.017336
  nChanged 11
		SP:Iteration 70Q (48086.320000 sec): 3 clusters
  Score: Raw -680792.955567 + Penalty 2938.970529 = -677853.985038
  nChanged 8
		SP:Iteration 71Q (48086.550000 sec): 3 clusters
  Score: Raw -680796.967913 + Penalty 2938.970529 = -677857.997384
  nChanged 6
		SP:Iteration 72Q (48086.790000 sec): 3 clusters
  Score: Raw -680799.252319 + Penalty 2938.970529 = -677860.281790
  nChanged 1
		SP:Iteration 73Q (48087.010000 sec): 3 clusters
  Score: Raw -680799.471841 + Penalty 2938.970529 = -677860.501312
  nChanged 0
		SP:Iteration 74F (48087.220000 sec): 3 clusters
  Score: Raw -680799.471841 + Penalty 2938.970529 = -677860.501312
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 71 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48087.310000 sec): 2 clusters
  Score: Raw -22520.273555 + Penalty 896.586096 = -21623.687460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48087.500000 sec): 3 clusters
  Score: Raw -22566.568295 + Penalty 1793.172191 = -20773.396104
  nChanged 38
		SP:Iteration 1F (48087.670000 sec): 3 clusters
  Score: Raw -22647.447357 + Penalty 1793.172191 = -20854.275166
  nChanged 5
		SP:Iteration 2Q (48087.790000 sec): 3 clusters
  Score: Raw -22657.764438 + Penalty 1793.172191 = -20864.592246
  nChanged 2
		SP:Iteration 3Q (48087.930000 sec): 3 clusters
  Score: Raw -22666.254422 + Penalty 1793.172191 = -20873.082231
  nChanged 2
		SP:Iteration 4Q (48088.090000 sec): 3 clusters
  Score: Raw -22673.824228 + Penalty 1793.172191 = -20880.652037
  nChanged 2
		SP:Iteration 5Q (48088.280000 sec): 3 clusters
  Score: Raw -22679.196715 + Penalty 1793.172191 = -20886.024523
  nChanged 2
		SP:Iteration 6Q (48088.410000 sec): 3 clusters
  Score: Raw -22683.661101 + Penalty 1793.172191 = -20890.488910
  nChanged 0
		SP:Iteration 7F (48088.550000 sec): 3 clusters
  Score: Raw -22683.661101 + Penalty 1793.172191 = -20890.488910
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 72 (2832 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48088.670000 sec): 2 clusters
  Score: Raw -229950.609789 + Penalty 1291.669999 = -228658.939790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48088.830000 sec): 3 clusters
  Score: Raw -228683.870911 + Penalty 2583.339998 = -226100.530913
  nChanged 1063
		SP:Iteration 1F (48089.040000 sec): 3 clusters
  Score: Raw -229396.257846 + Penalty 2583.339998 = -226812.917849
  nChanged 286
		SP:Iteration 2F (48089.280000 sec): 3 clusters
  Score: Raw -229716.916013 + Penalty 2583.339998 = -227133.576015
  nChanged 262
		SP:Iteration 3F (48089.500000 sec): 3 clusters
  Score: Raw -230082.694011 + Penalty 2583.339998 = -227499.354013
  nChanged 248
		SP:Iteration 4F (48089.710000 sec): 3 clusters
  Score: Raw -230387.166471 + Penalty 2583.339998 = -227803.826473
  nChanged 181
		SP:Iteration 5F (48089.850000 sec): 3 clusters
  Score: Raw -230567.545282 + Penalty 2583.339998 = -227984.205284
  nChanged 120
		SP:Iteration 6Q (48090.050000 sec): 3 clusters
  Score: Raw -230666.543169 + Penalty 2583.339998 = -228083.203172
  nChanged 58
		SP:Iteration 7Q (48090.240000 sec): 3 clusters
  Score: Raw -230712.610992 + Penalty 2583.339998 = -228129.270995
  nChanged 38
		SP:Iteration 8Q (48090.370000 sec): 3 clusters
  Score: Raw -230737.803189 + Penalty 2583.339998 = -228154.463191
  nChanged 24
		SP:Iteration 9Q (48090.550000 sec): 3 clusters
  Score: Raw -230753.586466 + Penalty 2583.339998 = -228170.246468
  nChanged 15
		SP:Iteration 10Q (48090.730000 sec): 3 clusters
  Score: Raw -230760.112118 + Penalty 2583.339998 = -228176.772120
  nChanged 7
		SP:Iteration 11Q (48090.930000 sec): 3 clusters
  Score: Raw -230764.334549 + Penalty 2583.339998 = -228180.994551
  nChanged 5
		SP:Iteration 12Q (48091.130000 sec): 3 clusters
  Score: Raw -230767.071238 + Penalty 2583.339998 = -228183.731241
  nChanged 7
		SP:Iteration 13Q (48091.310000 sec): 3 clusters
  Score: Raw -230771.970948 + Penalty 2583.339998 = -228188.630950
  nChanged 5
		SP:Iteration 14Q (48091.460000 sec): 3 clusters
  Score: Raw -230775.132723 + Penalty 2583.339998 = -228191.792726
  nChanged 5
		SP:Iteration 15Q (48091.630000 sec): 3 clusters
  Score: Raw -230778.042757 + Penalty 2583.339998 = -228194.702759
  nChanged 5
		SP:Iteration 16Q (48091.800000 sec): 3 clusters
  Score: Raw -230780.232777 + Penalty 2583.339998 = -228196.892780
  nChanged 1
		SP:Iteration 17Q (48091.960000 sec): 3 clusters
  Score: Raw -230780.522238 + Penalty 2583.339998 = -228197.182240
  nChanged 1
		SP:Iteration 18Q (48092.130000 sec): 3 clusters
  Score: Raw -230782.621549 + Penalty 2583.339998 = -228199.281552
  nChanged 0
		SP:Iteration 19F (48092.290000 sec): 3 clusters
  Score: Raw -230782.621549 + Penalty 2583.339998 = -228199.281552
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 73 (7963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48092.430000 sec): 2 clusters
  Score: Raw -667137.290988 + Penalty 1459.666177 = -665677.624810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48092.710000 sec): 3 clusters
  Score: Raw -662698.999503 + Penalty 2919.332355 = -659779.667148
  nChanged 3435
		SP:Iteration 1F (48092.910000 sec): 3 clusters
  Score: Raw -664623.605794 + Penalty 2919.332355 = -661704.273439
  nChanged 545
		SP:Iteration 2F (48093.070000 sec): 3 clusters
  Score: Raw -664905.996096 + Penalty 2919.332355 = -661986.663741
  nChanged 468
		SP:Iteration 3F (48093.300000 sec): 3 clusters
  Score: Raw -665192.292890 + Penalty 2919.332355 = -662272.960535
  nChanged 445
		SP:Iteration 4F (48093.500000 sec): 3 clusters
  Score: Raw -665523.659834 + Penalty 2919.332355 = -662604.327479
  nChanged 475
		SP:Iteration 5F (48093.720000 sec): 3 clusters
  Score: Raw -665939.315892 + Penalty 2919.332355 = -663019.983537
  nChanged 504
		SP:Iteration 6F (48093.970000 sec): 3 clusters
  Score: Raw -666373.053396 + Penalty 2919.332355 = -663453.721041
  nChanged 453
		SP:Iteration 7F (48094.180000 sec): 3 clusters
  Score: Raw -666708.470919 + Penalty 2919.332355 = -663789.138564
  nChanged 348
		SP:Iteration 8Q (48094.390000 sec): 3 clusters
  Score: Raw -666946.463064 + Penalty 2919.332355 = -664027.130709
  nChanged 323
		SP:Iteration 9Q (48094.670000 sec): 3 clusters
  Score: Raw -667134.156509 + Penalty 2919.332355 = -664214.824154
  nChanged 249
		SP:Iteration 10Q (48094.820000 sec): 3 clusters
  Score: Raw -667255.863625 + Penalty 2919.332355 = -664336.531270
  nChanged 165
		SP:Iteration 11Q (48095.030000 sec): 3 clusters
  Score: Raw -667325.342751 + Penalty 2919.332355 = -664406.010396
  nChanged 150
		SP:Iteration 12Q (48095.210000 sec): 3 clusters
  Score: Raw -667391.065019 + Penalty 2919.332355 = -664471.732664
  nChanged 127
		SP:Iteration 13Q (48095.470000 sec): 3 clusters
  Score: Raw -667441.951066 + Penalty 2919.332355 = -664522.618711
  nChanged 109
		SP:Iteration 14Q (48095.700000 sec): 3 clusters
  Score: Raw -667484.987375 + Penalty 2919.332355 = -664565.655020
  nChanged 89
		SP:Iteration 15Q (48095.950000 sec): 3 clusters
  Score: Raw -667517.473889 + Penalty 2919.332355 = -664598.141534
  nChanged 87
		SP:Iteration 16Q (48096.120000 sec): 3 clusters
  Score: Raw -667545.570595 + Penalty 2919.332355 = -664626.238240
  nChanged 77
		SP:Iteration 17Q (48096.310000 sec): 3 clusters
  Score: Raw -667565.883880 + Penalty 2919.332355 = -664646.551525
  nChanged 63
		SP:Iteration 18Q (48096.500000 sec): 3 clusters
  Score: Raw -667581.877362 + Penalty 2919.332355 = -664662.545007
  nChanged 59
		SP:Iteration 19Q (48096.750000 sec): 3 clusters
  Score: Raw -667595.094981 + Penalty 2919.332355 = -664675.762626
  nChanged 53
		SP:Iteration 20F (48096.880000 sec): 3 clusters
  Score: Raw -667606.595182 + Penalty 2919.332355 = -664687.262827
  nChanged 55
		SP:Iteration 21Q (48097.110000 sec): 3 clusters
  Score: Raw -667619.292765 + Penalty 2919.332355 = -664699.960410
  nChanged 55
		SP:Iteration 22Q (48097.340000 sec): 3 clusters
  Score: Raw -667631.786150 + Penalty 2919.332355 = -664712.453795
  nChanged 44
		SP:Iteration 23Q (48097.550000 sec): 3 clusters
  Score: Raw -667642.510369 + Penalty 2919.332355 = -664723.178014
  nChanged 52
		SP:Iteration 24Q (48097.750000 sec): 3 clusters
  Score: Raw -667656.550544 + Penalty 2919.332355 = -664737.218189
  nChanged 46
		SP:Iteration 25Q (48097.960000 sec): 3 clusters
  Score: Raw -667666.627990 + Penalty 2919.332355 = -664747.295635
  nChanged 42
		SP:Iteration 26Q (48098.230000 sec): 3 clusters
  Score: Raw -667677.731801 + Penalty 2919.332355 = -664758.399446
  nChanged 51
		SP:Iteration 27Q (48098.470000 sec): 3 clusters
  Score: Raw -667688.942966 + Penalty 2919.332355 = -664769.610611
  nChanged 40
		SP:Iteration 28Q (48098.690000 sec): 3 clusters
  Score: Raw -667697.131170 + Penalty 2919.332355 = -664777.798815
  nChanged 47
		SP:Iteration 29Q (48098.910000 sec): 3 clusters
  Score: Raw -667706.170259 + Penalty 2919.332355 = -664786.837904
  nChanged 29
		SP:Iteration 30Q (48099.130000 sec): 3 clusters
  Score: Raw -667712.655297 + Penalty 2919.332355 = -664793.322942
  nChanged 26
		SP:Iteration 31Q (48099.370000 sec): 3 clusters
  Score: Raw -667717.507178 + Penalty 2919.332355 = -664798.174823
  nChanged 27
		SP:Iteration 32Q (48099.570000 sec): 3 clusters
  Score: Raw -667721.336909 + Penalty 2919.332355 = -664802.004554
  nChanged 17
		SP:Iteration 33Q (48099.740000 sec): 3 clusters
  Score: Raw -667723.888898 + Penalty 2919.332355 = -664804.556543
  nChanged 18
		SP:Iteration 34Q (48100.000000 sec): 3 clusters
  Score: Raw -667726.866963 + Penalty 2919.332355 = -664807.534608
  nChanged 19
		SP:Iteration 35Q (48100.200000 sec): 3 clusters
  Score: Raw -667730.102767 + Penalty 2919.332355 = -664810.770412
  nChanged 18
		SP:Iteration 36Q (48100.430000 sec): 3 clusters
  Score: Raw -667732.348512 + Penalty 2919.332355 = -664813.016157
  nChanged 13
		SP:Iteration 37Q (48100.640000 sec): 3 clusters
  Score: Raw -667734.714887 + Penalty 2919.332355 = -664815.382532
  nChanged 14
		SP:Iteration 38Q (48100.830000 sec): 3 clusters
  Score: Raw -667736.476736 + Penalty 2919.332355 = -664817.144381
  nChanged 12
		SP:Iteration 39Q (48101.070000 sec): 3 clusters
  Score: Raw -667738.098920 + Penalty 2919.332355 = -664818.766565
  nChanged 12
		SP:Iteration 40F (48101.300000 sec): 3 clusters
  Score: Raw -667740.005142 + Penalty 2919.332355 = -664820.672787
  nChanged 13
		SP:Iteration 41Q (48101.480000 sec): 3 clusters
  Score: Raw -667741.973062 + Penalty 2919.332355 = -664822.640707
  nChanged 14
		SP:Iteration 42Q (48101.690000 sec): 3 clusters
  Score: Raw -667743.686369 + Penalty 2919.332355 = -664824.354014
  nChanged 5
		SP:Iteration 43Q (48101.960000 sec): 3 clusters
  Score: Raw -667744.109321 + Penalty 2919.332355 = -664824.776966
  nChanged 3
		SP:Iteration 44Q (48102.120000 sec): 3 clusters
  Score: Raw -667744.411565 + Penalty 2919.332355 = -664825.079210
  nChanged 1
		SP:Iteration 45Q (48102.360000 sec): 3 clusters
  Score: Raw -667744.450347 + Penalty 2919.332355 = -664825.117992
  nChanged 0
		SP:Iteration 46F (48102.560000 sec): 3 clusters
  Score: Raw -667744.450347 + Penalty 2919.332355 = -664825.117992
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 74 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48102.650000 sec): 2 clusters
  Score: Raw -37802.525888 + Penalty 998.778504 = -36803.747384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48102.780000 sec): 3 clusters
  Score: Raw -37742.814179 + Penalty 1997.557009 = -35745.257170
  nChanged 104
		SP:Iteration 1F (48102.970000 sec): 3 clusters
  Score: Raw -37911.690207 + Penalty 1997.557009 = -35914.133198
  nChanged 28
		SP:Iteration 2F (48103.190000 sec): 3 clusters
  Score: Raw -37964.441203 + Penalty 1997.557009 = -35966.884194
  nChanged 11
		SP:Iteration 3Q (48103.370000 sec): 3 clusters
  Score: Raw -37992.188713 + Penalty 1997.557009 = -35994.631704
  nChanged 5
		SP:Iteration 4Q (48103.530000 sec): 3 clusters
  Score: Raw -38002.768858 + Penalty 1997.557009 = -36005.211849
  nChanged 7
		SP:Iteration 5Q (48103.740000 sec): 3 clusters
  Score: Raw -38014.202461 + Penalty 1997.557009 = -36016.645452
  nChanged 2
		SP:Iteration 6Q (48103.920000 sec): 3 clusters
  Score: Raw -38017.857698 + Penalty 1997.557009 = -36020.300689
  nChanged 1
		SP:Iteration 7Q (48104.040000 sec): 3 clusters
  Score: Raw -38020.903819 + Penalty 1997.557009 = -36023.346810
  nChanged 1
		SP:Iteration 8Q (48104.240000 sec): 3 clusters
  Score: Raw -38027.658551 + Penalty 1997.557009 = -36030.101542
  nChanged 5
		SP:Iteration 9Q (48104.390000 sec): 3 clusters
  Score: Raw -38041.388886 + Penalty 1997.557009 = -36043.831877
  nChanged 2
		SP:Iteration 10Q (48104.610000 sec): 3 clusters
  Score: Raw -38043.937050 + Penalty 1997.557009 = -36046.380041
  nChanged 1
		SP:Iteration 11Q (48104.700000 sec): 3 clusters
  Score: Raw -38046.512488 + Penalty 1997.557009 = -36048.955479
  nChanged 1
		SP:Iteration 12Q (48104.840000 sec): 3 clusters
  Score: Raw -38048.061154 + Penalty 1997.557009 = -36050.504145
  nChanged 1
		SP:Iteration 13Q (48104.990000 sec): 3 clusters
  Score: Raw -38049.176661 + Penalty 1997.557009 = -36051.619652
  nChanged 2
		SP:Iteration 14Q (48105.080000 sec): 3 clusters
  Score: Raw -38050.695126 + Penalty 1997.557009 = -36053.138118
  nChanged 1
		SP:Iteration 15Q (48105.180000 sec): 3 clusters
  Score: Raw -38051.242046 + Penalty 1997.557009 = -36053.685037
  nChanged 1
		SP:Iteration 16Q (48105.320000 sec): 3 clusters
  Score: Raw -38054.485137 + Penalty 1997.557009 = -36056.928128
  nChanged 2
		SP:Iteration 17Q (48105.420000 sec): 3 clusters
  Score: Raw -38058.357401 + Penalty 1997.557009 = -36060.800392
  nChanged 2
		SP:Iteration 18Q (48105.550000 sec): 3 clusters
  Score: Raw -38063.708627 + Penalty 1997.557009 = -36066.151618
  nChanged 2
		SP:Iteration 19Q (48105.700000 sec): 3 clusters
  Score: Raw -38070.153432 + Penalty 1997.557009 = -36072.596423
  nChanged 1
		SP:Iteration 20F (48105.840000 sec): 3 clusters
  Score: Raw -38073.441061 + Penalty 1997.557009 = -36075.884053
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 75 (921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48105.960000 sec): 2 clusters
  Score: Raw -77158.401394 + Penalty 1109.137256 = -76049.264138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48106.110000 sec): 3 clusters
  Score: Raw -76870.424598 + Penalty 2218.274512 = -74652.150086
  nChanged 284
		SP:Iteration 1F (48106.320000 sec): 3 clusters
  Score: Raw -77153.313164 + Penalty 2218.274512 = -74935.038653
  nChanged 63
		SP:Iteration 2F (48106.490000 sec): 3 clusters
  Score: Raw -77219.500053 + Penalty 2218.274512 = -75001.225541
  nChanged 35
		SP:Iteration 3Q (48106.650000 sec): 3 clusters
  Score: Raw -77267.612439 + Penalty 2218.274512 = -75049.337927
  nChanged 30
		SP:Iteration 4Q (48106.810000 sec): 3 clusters
  Score: Raw -77308.358629 + Penalty 2218.274512 = -75090.084117
  nChanged 18
		SP:Iteration 5Q (48106.980000 sec): 3 clusters
  Score: Raw -77327.657733 + Penalty 2218.274512 = -75109.383221
  nChanged 9
		SP:Iteration 6Q (48107.130000 sec): 3 clusters
  Score: Raw -77338.133295 + Penalty 2218.274512 = -75119.858784
  nChanged 7
		SP:Iteration 7Q (48107.310000 sec): 3 clusters
  Score: Raw -77345.269288 + Penalty 2218.274512 = -75126.994776
  nChanged 4
		SP:Iteration 8Q (48107.440000 sec): 3 clusters
  Score: Raw -77347.815629 + Penalty 2218.274512 = -75129.541117
  nChanged 2
		SP:Iteration 9Q (48107.570000 sec): 3 clusters
  Score: Raw -77350.059567 + Penalty 2218.274512 = -75131.785055
  nChanged 2
		SP:Iteration 10Q (48107.740000 sec): 3 clusters
  Score: Raw -77353.139281 + Penalty 2218.274512 = -75134.864769
  nChanged 2
		SP:Iteration 11Q (48107.930000 sec): 3 clusters
  Score: Raw -77357.229489 + Penalty 2218.274512 = -75138.954977
  nChanged 2
		SP:Iteration 12Q (48108.140000 sec): 3 clusters
  Score: Raw -77359.165326 + Penalty 2218.274512 = -75140.890814
  nChanged 3
		SP:Iteration 13Q (48108.290000 sec): 3 clusters
  Score: Raw -77363.469180 + Penalty 2218.274512 = -75145.194668
  nChanged 4
		SP:Iteration 14Q (48108.460000 sec): 3 clusters
  Score: Raw -77367.534621 + Penalty 2218.274512 = -75149.260109
  nChanged 1
		SP:Iteration 15Q (48108.660000 sec): 3 clusters
  Score: Raw -77368.368648 + Penalty 2218.274512 = -75150.094137
  nChanged 0
		SP:Iteration 16F (48108.800000 sec): 3 clusters
  Score: Raw -77368.368648 + Penalty 2218.274512 = -75150.094137
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 76 (205489 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48109.960000 sec): 2 clusters
  Score: Raw -18433492.215569 + Penalty 1987.886515 = -18431504.329054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48111.230000 sec): 3 clusters
  Score: Raw -18297388.135442 + Penalty 3975.773030 = -18293412.362412
  nChanged 99697
		SP:Iteration 1F (48112.530000 sec): 3 clusters
  Score: Raw -18356433.724758 + Penalty 3975.773030 = -18352457.951729
  nChanged 6266
		SP:Iteration 2Q (48113.800000 sec): 3 clusters
  Score: Raw -18358088.859857 + Penalty 3975.773030 = -18354113.086827
  nChanged 7796
		SP:Iteration 3Q (48115.270000 sec): 3 clusters
  Score: Raw -18360838.634138 + Penalty 3975.773030 = -18356862.861108
  nChanged 10373
		SP:Iteration 4F (48116.580000 sec): 3 clusters
  Score: Raw -18365896.776496 + Penalty 3975.773030 = -18361921.003467
  nChanged 14315
		SP:Iteration 5F (48117.910000 sec): 3 clusters
  Score: Raw -18375551.544276 + Penalty 3975.773030 = -18371575.771247
  nChanged 18324
		SP:Iteration 6F (48119.260000 sec): 3 clusters
  Score: Raw -18391450.001880 + Penalty 3975.773030 = -18387474.228850
  nChanged 18749
		SP:Iteration 7F (48120.400000 sec): 3 clusters
  Score: Raw -18410006.071023 + Penalty 3975.773030 = -18406030.297993
  nChanged 13702
		SP:Iteration 8F (48121.580000 sec): 3 clusters
  Score: Raw -18423905.084293 + Penalty 3975.773030 = -18419929.311263
  nChanged 6655
		SP:Iteration 9Q (48122.910000 sec): 3 clusters
  Score: Raw -18430341.237754 + Penalty 3975.773030 = -18426365.464724
  nChanged 2385
		SP:Iteration 10Q (48124.150000 sec): 3 clusters
  Score: Raw -18432549.492723 + Penalty 3975.773030 = -18428573.719694
  nChanged 756
		SP:Iteration 11Q (48125.410000 sec): 3 clusters
  Score: Raw -18433272.327072 + Penalty 3975.773030 = -18429296.554042
  nChanged 255
		SP:Iteration 12Q (48126.330000 sec): 3 clusters
  Score: Raw -18433505.371492 + Penalty 3975.773030 = -18429529.598463
  nChanged 135
		SP:Iteration 13Q (48127.520000 sec): 3 clusters
  Score: Raw -18433618.557449 + Penalty 3975.773030 = -18429642.784420
  nChanged 72
		SP:Iteration 14Q (48128.850000 sec): 3 clusters
  Score: Raw -18433675.508592 + Penalty 3975.773030 = -18429699.735562
  nChanged 42
		SP:Iteration 15Q (48130.180000 sec): 3 clusters
  Score: Raw -18433711.849497 + Penalty 3975.773030 = -18429736.076467
  nChanged 36
		SP:Iteration 16Q (48131.710000 sec): 3 clusters
  Score: Raw -18433739.625846 + Penalty 3975.773030 = -18429763.852817
  nChanged 27
		SP:Iteration 17Q (48133.200000 sec): 3 clusters
  Score: Raw -18433760.627048 + Penalty 3975.773030 = -18429784.854018
  nChanged 18
		SP:Iteration 18Q (48134.680000 sec): 3 clusters
  Score: Raw -18433771.780134 + Penalty 3975.773030 = -18429796.007105
  nChanged 13
		SP:Iteration 19Q (48136.200000 sec): 3 clusters
  Score: Raw -18433780.289557 + Penalty 3975.773030 = -18429804.516527
  nChanged 14
		SP:Iteration 20F (48137.610000 sec): 3 clusters
  Score: Raw -18433792.696801 + Penalty 3975.773030 = -18429816.923772
  nChanged 18
		SP:Iteration 21Q (48139.090000 sec): 3 clusters
  Score: Raw -18433807.858256 + Penalty 3975.773030 = -18429832.085227
  nChanged 15
		SP:Iteration 22Q (48140.430000 sec): 3 clusters
  Score: Raw -18433819.397243 + Penalty 3975.773030 = -18429843.624213
  nChanged 15
		SP:Iteration 23Q (48141.640000 sec): 3 clusters
  Score: Raw -18433831.167304 + Penalty 3975.773030 = -18429855.394274
  nChanged 10
		SP:Iteration 24Q (48142.740000 sec): 3 clusters
  Score: Raw -18433835.766688 + Penalty 3975.773030 = -18429859.993658
  nChanged 11
		SP:Iteration 25Q (48143.900000 sec): 3 clusters
  Score: Raw -18433842.910222 + Penalty 3975.773030 = -18429867.137192
  nChanged 6
		SP:Iteration 26Q (48145.160000 sec): 3 clusters
  Score: Raw -18433846.462881 + Penalty 3975.773030 = -18429870.689852
  nChanged 9
		SP:Iteration 27Q (48146.380000 sec): 3 clusters
  Score: Raw -18433851.242258 + Penalty 3975.773030 = -18429875.469229
  nChanged 4
		SP:Iteration 28Q (48147.610000 sec): 3 clusters
  Score: Raw -18433853.255101 + Penalty 3975.773030 = -18429877.482071
  nChanged 3
		SP:Iteration 29Q (48148.820000 sec): 3 clusters
  Score: Raw -18433855.849627 + Penalty 3975.773030 = -18429880.076598
  nChanged 5
		SP:Iteration 30Q (48150.080000 sec): 3 clusters
  Score: Raw -18433858.772546 + Penalty 3975.773030 = -18429882.999517
  nChanged 3
		SP:Iteration 31Q (48151.280000 sec): 3 clusters
  Score: Raw -18433860.603085 + Penalty 3975.773030 = -18429884.830055
  nChanged 4
		SP:Iteration 32Q (48152.460000 sec): 3 clusters
  Score: Raw -18433862.999194 + Penalty 3975.773030 = -18429887.226164
  nChanged 5
		SP:Iteration 33Q (48153.660000 sec): 3 clusters
  Score: Raw -18433866.415189 + Penalty 3975.773030 = -18429890.642159
  nChanged 5
		SP:Iteration 34Q (48154.870000 sec): 3 clusters
  Score: Raw -18433869.098256 + Penalty 3975.773030 = -18429893.325226
  nChanged 4
		SP:Iteration 35Q (48156.190000 sec): 3 clusters
  Score: Raw -18433871.477135 + Penalty 3975.773030 = -18429895.704105
  nChanged 3
		SP:Iteration 36Q (48157.370000 sec): 3 clusters
  Score: Raw -18433873.971396 + Penalty 3975.773030 = -18429898.198367
  nChanged 2
		SP:Iteration 37Q (48158.570000 sec): 3 clusters
  Score: Raw -18433875.159199 + Penalty 3975.773030 = -18429899.386170
  nChanged 2
		SP:Iteration 38Q (48159.810000 sec): 3 clusters
  Score: Raw -18433876.585244 + Penalty 3975.773030 = -18429900.812215
  nChanged 5
		SP:Iteration 39Q (48161.110000 sec): 3 clusters
  Score: Raw -18433879.663790 + Penalty 3975.773030 = -18429903.890760
  nChanged 4
		SP:Iteration 40F (48162.530000 sec): 3 clusters
  Score: Raw -18433882.650722 + Penalty 3975.773030 = -18429906.877693
  nChanged 2
		SP:Iteration 41Q (48163.720000 sec): 3 clusters
  Score: Raw -18433884.421505 + Penalty 3975.773030 = -18429908.648476
  nChanged 5
		SP:Iteration 42Q (48164.980000 sec): 3 clusters
  Score: Raw -18433887.781789 + Penalty 3975.773030 = -18429912.008760
  nChanged 2
		SP:Iteration 43Q (48166.200000 sec): 3 clusters
  Score: Raw -18433888.799328 + Penalty 3975.773030 = -18429913.026298
  nChanged 1
		SP:Iteration 44Q (48167.470000 sec): 3 clusters
  Score: Raw -18433890.114563 + Penalty 3975.773030 = -18429914.341533
  nChanged 1
		SP:Iteration 45Q (48168.800000 sec): 3 clusters
  Score: Raw -18433890.943346 + Penalty 3975.773030 = -18429915.170317
  nChanged 4
		SP:Iteration 46Q (48169.930000 sec): 3 clusters
  Score: Raw -18433892.212519 + Penalty 3975.773030 = -18429916.439489
  nChanged 1
		SP:Iteration 47Q (48171.230000 sec): 3 clusters
  Score: Raw -18433893.178327 + Penalty 3975.773030 = -18429917.405297
  nChanged 2
		SP:Iteration 48Q (48172.510000 sec): 3 clusters
  Score: Raw -18433894.242628 + Penalty 3975.773030 = -18429918.469599
  nChanged 1
		SP:Iteration 49Q (48173.890000 sec): 3 clusters
  Score: Raw -18433894.561758 + Penalty 3975.773030 = -18429918.788728
  nChanged 0
		SP:Iteration 50F (48175.180000 sec): 3 clusters
  Score: Raw -18433894.561758 + Penalty 3975.773030 = -18429918.788728
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 77 (15105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48175.480000 sec): 2 clusters
  Score: Raw -1181254.631928 + Penalty 1563.701928 = -1179690.930000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48175.710000 sec): 3 clusters
  Score: Raw -1172500.339604 + Penalty 3127.403855 = -1169372.935749
  nChanged 6581
		SP:Iteration 1F (48176.030000 sec): 3 clusters
  Score: Raw -1176068.886496 + Penalty 3127.403855 = -1172941.482640
  nChanged 827
		SP:Iteration 2F (48176.310000 sec): 3 clusters
  Score: Raw -1176419.841487 + Penalty 3127.403855 = -1173292.437631
  nChanged 765
		SP:Iteration 3F (48176.560000 sec): 3 clusters
  Score: Raw -1176772.586964 + Penalty 3127.403855 = -1173645.183108
  nChanged 764
		SP:Iteration 4F (48176.830000 sec): 3 clusters
  Score: Raw -1177118.252144 + Penalty 3127.403855 = -1173990.848289
  nChanged 692
		SP:Iteration 5Q (48177.100000 sec): 3 clusters
  Score: Raw -1177418.138472 + Penalty 3127.403855 = -1174290.734616
  nChanged 637
		SP:Iteration 6Q (48177.450000 sec): 3 clusters
  Score: Raw -1177698.667293 + Penalty 3127.403855 = -1174571.263438
  nChanged 623
		SP:Iteration 7Q (48177.780000 sec): 3 clusters
  Score: Raw -1177993.971492 + Penalty 3127.403855 = -1174866.567636
  nChanged 620
		SP:Iteration 8Q (48178.020000 sec): 3 clusters
  Score: Raw -1178307.630584 + Penalty 3127.403855 = -1175180.226729
  nChanged 637
		SP:Iteration 9Q (48178.290000 sec): 3 clusters
  Score: Raw -1178663.260059 + Penalty 3127.403855 = -1175535.856203
  nChanged 679
		SP:Iteration 10Q (48178.500000 sec): 3 clusters
  Score: Raw -1179082.601928 + Penalty 3127.403855 = -1175955.198072
  nChanged 607
		SP:Iteration 11Q (48178.790000 sec): 3 clusters
  Score: Raw -1179467.391171 + Penalty 3127.403855 = -1176339.987316
  nChanged 538
		SP:Iteration 12Q (48179.080000 sec): 3 clusters
  Score: Raw -1179809.164458 + Penalty 3127.403855 = -1176681.760603
  nChanged 478
		SP:Iteration 13Q (48179.370000 sec): 3 clusters
  Score: Raw -1180124.092967 + Penalty 3127.403855 = -1176996.689111
  nChanged 397
		SP:Iteration 14Q (48179.650000 sec): 3 clusters
  Score: Raw -1180354.416183 + Penalty 3127.403855 = -1177227.012327
  nChanged 330
		SP:Iteration 15Q (48179.910000 sec): 3 clusters
  Score: Raw -1180526.465520 + Penalty 3127.403855 = -1177399.061665
  nChanged 252
		SP:Iteration 16Q (48180.170000 sec): 3 clusters
  Score: Raw -1180646.361305 + Penalty 3127.403855 = -1177518.957450
  nChanged 224
		SP:Iteration 17Q (48180.440000 sec): 3 clusters
  Score: Raw -1180743.971812 + Penalty 3127.403855 = -1177616.567956
  nChanged 207
		SP:Iteration 18Q (48180.710000 sec): 3 clusters
  Score: Raw -1180849.421821 + Penalty 3127.403855 = -1177722.017966
  nChanged 174
		SP:Iteration 19Q (48180.900000 sec): 3 clusters
  Score: Raw -1180930.484834 + Penalty 3127.403855 = -1177803.080979
  nChanged 166
		SP:Iteration 20F (48181.130000 sec): 3 clusters
  Score: Raw -1181000.416622 + Penalty 3127.403855 = -1177873.012767
  nChanged 126
		SP:Iteration 21Q (48181.440000 sec): 3 clusters
  Score: Raw -1181048.154695 + Penalty 3127.403855 = -1177920.750839
  nChanged 116
		SP:Iteration 22Q (48181.680000 sec): 3 clusters
  Score: Raw -1181082.294488 + Penalty 3127.403855 = -1177954.890633
  nChanged 92
		SP:Iteration 23Q (48181.930000 sec): 3 clusters
  Score: Raw -1181107.930850 + Penalty 3127.403855 = -1177980.526995
  nChanged 83
		SP:Iteration 24Q (48182.230000 sec): 3 clusters
  Score: Raw -1181129.973516 + Penalty 3127.403855 = -1178002.569660
  nChanged 62
		SP:Iteration 25Q (48182.520000 sec): 3 clusters
  Score: Raw -1181143.594340 + Penalty 3127.403855 = -1178016.190485
  nChanged 59
		SP:Iteration 26Q (48182.790000 sec): 3 clusters
  Score: Raw -1181156.969290 + Penalty 3127.403855 = -1178029.565435
  nChanged 51
		SP:Iteration 27Q (48183.030000 sec): 3 clusters
  Score: Raw -1181169.998907 + Penalty 3127.403855 = -1178042.595052
  nChanged 49
		SP:Iteration 28Q (48183.300000 sec): 3 clusters
  Score: Raw -1181181.858984 + Penalty 3127.403855 = -1178054.455129
  nChanged 46
		SP:Iteration 29Q (48183.530000 sec): 3 clusters
  Score: Raw -1181192.185816 + Penalty 3127.403855 = -1178064.781960
  nChanged 36
		SP:Iteration 30Q (48183.770000 sec): 3 clusters
  Score: Raw -1181202.187314 + Penalty 3127.403855 = -1178074.783459
  nChanged 49
		SP:Iteration 31Q (48184.040000 sec): 3 clusters
  Score: Raw -1181217.672751 + Penalty 3127.403855 = -1178090.268896
  nChanged 48
		SP:Iteration 32Q (48184.280000 sec): 3 clusters
  Score: Raw -1181236.327987 + Penalty 3127.403855 = -1178108.924131
  nChanged 59
		SP:Iteration 33Q (48184.570000 sec): 3 clusters
  Score: Raw -1181259.218466 + Penalty 3127.403855 = -1178131.814610
  nChanged 58
		SP:Iteration 34Q (48184.830000 sec): 3 clusters
  Score: Raw -1181284.751248 + Penalty 3127.403855 = -1178157.347393
  nChanged 69
		SP:Iteration 35Q (48185.100000 sec): 3 clusters
  Score: Raw -1181311.591516 + Penalty 3127.403855 = -1178184.187660
  nChanged 72
		SP:Iteration 36Q (48185.370000 sec): 3 clusters
  Score: Raw -1181339.037689 + Penalty 3127.403855 = -1178211.633834
  nChanged 65
		SP:Iteration 37Q (48185.690000 sec): 3 clusters
  Score: Raw -1181365.870579 + Penalty 3127.403855 = -1178238.466724
  nChanged 70
		SP:Iteration 38Q (48185.890000 sec): 3 clusters
  Score: Raw -1181396.046637 + Penalty 3127.403855 = -1178268.642782
  nChanged 76
		SP:Iteration 39Q (48186.110000 sec): 3 clusters
  Score: Raw -1181428.085827 + Penalty 3127.403855 = -1178300.681971
  nChanged 61
		SP:Iteration 40F (48186.330000 sec): 3 clusters
  Score: Raw -1181450.204864 + Penalty 3127.403855 = -1178322.801009
  nChanged 49
		SP:Iteration 41Q (48186.560000 sec): 3 clusters
  Score: Raw -1181473.457670 + Penalty 3127.403855 = -1178346.053814
  nChanged 56
		SP:Iteration 42Q (48186.850000 sec): 3 clusters
  Score: Raw -1181499.150188 + Penalty 3127.403855 = -1178371.746332
  nChanged 46
		SP:Iteration 43Q (48187.130000 sec): 3 clusters
  Score: Raw -1181518.983115 + Penalty 3127.403855 = -1178391.579260
  nChanged 45
		SP:Iteration 44Q (48187.310000 sec): 3 clusters
  Score: Raw -1181538.217820 + Penalty 3127.403855 = -1178410.813964
  nChanged 51
		SP:Iteration 45Q (48187.530000 sec): 3 clusters
  Score: Raw -1181564.265892 + Penalty 3127.403855 = -1178436.862036
  nChanged 49
		SP:Iteration 46Q (48187.720000 sec): 3 clusters
  Score: Raw -1181586.723324 + Penalty 3127.403855 = -1178459.319469
  nChanged 50
		SP:Iteration 47Q (48188.010000 sec): 3 clusters
  Score: Raw -1181613.837215 + Penalty 3127.403855 = -1178486.433359
  nChanged 52
		SP:Iteration 48Q (48188.180000 sec): 3 clusters
  Score: Raw -1181638.482730 + Penalty 3127.403855 = -1178511.078874
  nChanged 42
		SP:Iteration 49Q (48188.410000 sec): 3 clusters
  Score: Raw -1181654.200301 + Penalty 3127.403855 = -1178526.796446
  nChanged 29
		SP:Iteration 50Q (48188.640000 sec): 3 clusters
  Score: Raw -1181666.630592 + Penalty 3127.403855 = -1178539.226736
  nChanged 31
		SP:Iteration 51Q (48188.910000 sec): 3 clusters
  Score: Raw -1181684.785286 + Penalty 3127.403855 = -1178557.381430
  nChanged 32
		SP:Iteration 52Q (48189.120000 sec): 3 clusters
  Score: Raw -1181702.066263 + Penalty 3127.403855 = -1178574.662408
  nChanged 37
		SP:Iteration 53Q (48189.350000 sec): 3 clusters
  Score: Raw -1181721.488710 + Penalty 3127.403855 = -1178594.084855
  nChanged 32
		SP:Iteration 54Q (48189.540000 sec): 3 clusters
  Score: Raw -1181735.195654 + Penalty 3127.403855 = -1178607.791799
  nChanged 18
		SP:Iteration 55Q (48189.840000 sec): 3 clusters
  Score: Raw -1181742.914042 + Penalty 3127.403855 = -1178615.510186
  nChanged 16
		SP:Iteration 56Q (48190.040000 sec): 3 clusters
  Score: Raw -1181749.963709 + Penalty 3127.403855 = -1178622.559853
  nChanged 14
		SP:Iteration 57Q (48190.310000 sec): 3 clusters
  Score: Raw -1181756.200741 + Penalty 3127.403855 = -1178628.796886
  nChanged 18
		SP:Iteration 58Q (48190.590000 sec): 3 clusters
  Score: Raw -1181763.876624 + Penalty 3127.403855 = -1178636.472769
  nChanged 16
		SP:Iteration 59Q (48190.820000 sec): 3 clusters
  Score: Raw -1181769.266429 + Penalty 3127.403855 = -1178641.862573
  nChanged 8
		SP:Iteration 60F (48191.050000 sec): 3 clusters
  Score: Raw -1181771.699154 + Penalty 3127.403855 = -1178644.295298
  nChanged 4
		SP:Iteration 61Q (48191.280000 sec): 3 clusters
  Score: Raw -1181772.821011 + Penalty 3127.403855 = -1178645.417156
  nChanged 9
		SP:Iteration 62Q (48191.460000 sec): 3 clusters
  Score: Raw -1181776.195242 + Penalty 3127.403855 = -1178648.791387
  nChanged 8
		SP:Iteration 63Q (48191.700000 sec): 3 clusters
  Score: Raw -1181778.873461 + Penalty 3127.403855 = -1178651.469605
  nChanged 8
		SP:Iteration 64Q (48191.940000 sec): 3 clusters
  Score: Raw -1181782.284056 + Penalty 3127.403855 = -1178654.880200
  nChanged 8
		SP:Iteration 65Q (48192.200000 sec): 3 clusters
  Score: Raw -1181785.474120 + Penalty 3127.403855 = -1178658.070264
  nChanged 8
		SP:Iteration 66Q (48192.430000 sec): 3 clusters
  Score: Raw -1181789.316416 + Penalty 3127.403855 = -1178661.912560
  nChanged 7
		SP:Iteration 67Q (48192.640000 sec): 3 clusters
  Score: Raw -1181792.907864 + Penalty 3127.403855 = -1178665.504009
  nChanged 8
		SP:Iteration 68Q (48192.880000 sec): 3 clusters
  Score: Raw -1181794.892130 + Penalty 3127.403855 = -1178667.488275
  nChanged 2
		SP:Iteration 69Q (48193.150000 sec): 3 clusters
  Score: Raw -1181795.393229 + Penalty 3127.403855 = -1178667.989374
  nChanged 0
		SP:Iteration 70F (48193.390000 sec): 3 clusters
  Score: Raw -1181795.393229 + Penalty 3127.403855 = -1178667.989374
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 78 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48193.490000 sec): 2 clusters
  Score: Raw -48463.147335 + Penalty 1040.849624 = -47422.297711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48193.660000 sec): 3 clusters
  Score: Raw -48329.468568 + Penalty 2081.699249 = -46247.769319
  nChanged 141
		SP:Iteration 1F (48193.820000 sec): 3 clusters
  Score: Raw -48531.176089 + Penalty 2081.699249 = -46449.476841
  nChanged 48
		SP:Iteration 2F (48193.980000 sec): 3 clusters
  Score: Raw -48626.450741 + Penalty 2081.699249 = -46544.751492
  nChanged 34
		SP:Iteration 3F (48194.140000 sec): 3 clusters
  Score: Raw -48691.653736 + Penalty 2081.699249 = -46609.954487
  nChanged 17
		SP:Iteration 4Q (48194.300000 sec): 3 clusters
  Score: Raw -48721.968971 + Penalty 2081.699249 = -46640.269722
  nChanged 13
		SP:Iteration 5Q (48194.460000 sec): 3 clusters
  Score: Raw -48758.781368 + Penalty 2081.699249 = -46677.082119
  nChanged 17
		SP:Iteration 6Q (48194.620000 sec): 3 clusters
  Score: Raw -48796.075973 + Penalty 2081.699249 = -46714.376724
  nChanged 9
		SP:Iteration 7Q (48194.780000 sec): 3 clusters
  Score: Raw -48809.064176 + Penalty 2081.699249 = -46727.364927
  nChanged 7
		SP:Iteration 8Q (48194.940000 sec): 3 clusters
  Score: Raw -48822.852710 + Penalty 2081.699249 = -46741.153461
  nChanged 6
		SP:Iteration 9Q (48195.100000 sec): 3 clusters
  Score: Raw -48835.529507 + Penalty 2081.699249 = -46753.830258
  nChanged 7
		SP:Iteration 10Q (48195.260000 sec): 3 clusters
  Score: Raw -48854.198593 + Penalty 2081.699249 = -46772.499344
  nChanged 7
		SP:Iteration 11Q (48195.420000 sec): 3 clusters
  Score: Raw -48876.920898 + Penalty 2081.699249 = -46795.221649
  nChanged 12
		SP:Iteration 12Q (48195.580000 sec): 3 clusters
  Score: Raw -48905.687412 + Penalty 2081.699249 = -46823.988164
  nChanged 12
		SP:Iteration 13Q (48195.740000 sec): 3 clusters
  Score: Raw -48923.095847 + Penalty 2081.699249 = -46841.396598
  nChanged 9
		SP:Iteration 14Q (48195.900000 sec): 3 clusters
  Score: Raw -48941.429792 + Penalty 2081.699249 = -46859.730543
  nChanged 4
		SP:Iteration 15Q (48196.060000 sec): 3 clusters
  Score: Raw -48947.188795 + Penalty 2081.699249 = -46865.489546
  nChanged 3
		SP:Iteration 16Q (48196.220000 sec): 3 clusters
  Score: Raw -48952.674146 + Penalty 2081.699249 = -46870.974897
  nChanged 4
		SP:Iteration 17Q (48196.380000 sec): 3 clusters
  Score: Raw -48957.228768 + Penalty 2081.699249 = -46875.529520
  nChanged 0
		SP:Iteration 18F (48196.540000 sec): 3 clusters
  Score: Raw -48957.228768 + Penalty 2081.699249 = -46875.529520
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 79 (1630 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48196.640000 sec): 2 clusters
  Score: Raw -114922.092796 + Penalty 1201.904485 = -113720.188311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48196.800000 sec): 3 clusters
  Score: Raw -114267.027291 + Penalty 2403.808970 = -111863.218321
  nChanged 573
		SP:Iteration 1F (48196.960000 sec): 3 clusters
  Score: Raw -114657.257428 + Penalty 2403.808970 = -112253.448458
  nChanged 146
		SP:Iteration 2F (48197.120000 sec): 3 clusters
  Score: Raw -114792.584340 + Penalty 2403.808970 = -112388.775369
  nChanged 89
		SP:Iteration 3F (48197.280000 sec): 3 clusters
  Score: Raw -114872.048122 + Penalty 2403.808970 = -112468.239151
  nChanged 62
		SP:Iteration 4Q (48197.440000 sec): 3 clusters
  Score: Raw -114938.441790 + Penalty 2403.808970 = -112534.632820
  nChanged 50
		SP:Iteration 5Q (48197.590000 sec): 3 clusters
  Score: Raw -114982.909355 + Penalty 2403.808970 = -112579.100385
  nChanged 39
		SP:Iteration 6Q (48197.750000 sec): 3 clusters
  Score: Raw -115013.809240 + Penalty 2403.808970 = -112610.000270
  nChanged 33
		SP:Iteration 7Q (48197.910000 sec): 3 clusters
  Score: Raw -115041.070148 + Penalty 2403.808970 = -112637.261178
  nChanged 30
		SP:Iteration 8Q (48198.070000 sec): 3 clusters
  Score: Raw -115066.146081 + Penalty 2403.808970 = -112662.337110
  nChanged 31
		SP:Iteration 9Q (48198.230000 sec): 3 clusters
  Score: Raw -115086.689500 + Penalty 2403.808970 = -112682.880529
  nChanged 23
		SP:Iteration 10Q (48198.390000 sec): 3 clusters
  Score: Raw -115104.895531 + Penalty 2403.808970 = -112701.086561
  nChanged 29
		SP:Iteration 11Q (48198.550000 sec): 3 clusters
  Score: Raw -115130.159948 + Penalty 2403.808970 = -112726.350977
  nChanged 33
		SP:Iteration 12Q (48198.710000 sec): 3 clusters
  Score: Raw -115160.549495 + Penalty 2403.808970 = -112756.740524
  nChanged 33
		SP:Iteration 13Q (48198.870000 sec): 3 clusters
  Score: Raw -115184.439813 + Penalty 2403.808970 = -112780.630843
  nChanged 19
		SP:Iteration 14Q (48199.030000 sec): 3 clusters
  Score: Raw -115202.146676 + Penalty 2403.808970 = -112798.337705
  nChanged 23
		SP:Iteration 15Q (48199.190000 sec): 3 clusters
  Score: Raw -115224.384629 + Penalty 2403.808970 = -112820.575658
  nChanged 25
		SP:Iteration 16Q (48199.350000 sec): 3 clusters
  Score: Raw -115247.748939 + Penalty 2403.808970 = -112843.939969
  nChanged 25
		SP:Iteration 17Q (48199.510000 sec): 3 clusters
  Score: Raw -115270.949560 + Penalty 2403.808970 = -112867.140589
  nChanged 27
		SP:Iteration 18Q (48199.670000 sec): 3 clusters
  Score: Raw -115291.309115 + Penalty 2403.808970 = -112887.500145
  nChanged 21
		SP:Iteration 19Q (48199.820000 sec): 3 clusters
  Score: Raw -115311.247968 + Penalty 2403.808970 = -112907.438997
  nChanged 17
		SP:Iteration 20F (48199.970000 sec): 3 clusters
  Score: Raw -115325.120634 + Penalty 2403.808970 = -112921.311663
  nChanged 12
		SP:Iteration 21Q (48200.110000 sec): 3 clusters
  Score: Raw -115336.308924 + Penalty 2403.808970 = -112932.499954
  nChanged 15
		SP:Iteration 22Q (48200.260000 sec): 3 clusters
  Score: Raw -115347.630795 + Penalty 2403.808970 = -112943.821825
  nChanged 8
		SP:Iteration 23Q (48200.420000 sec): 3 clusters
  Score: Raw -115352.788677 + Penalty 2403.808970 = -112948.979706
  nChanged 4
		SP:Iteration 24Q (48200.580000 sec): 3 clusters
  Score: Raw -115354.262615 + Penalty 2403.808970 = -112950.453645
  nChanged 3
		SP:Iteration 25Q (48200.740000 sec): 3 clusters
  Score: Raw -115355.329568 + Penalty 2403.808970 = -112951.520597
  nChanged 2
		SP:Iteration 26Q (48200.900000 sec): 3 clusters
  Score: Raw -115356.439748 + Penalty 2403.808970 = -112952.630778
  nChanged 1
		SP:Iteration 27Q (48201.060000 sec): 3 clusters
  Score: Raw -115357.026543 + Penalty 2403.808970 = -112953.217572
  nChanged 0
		SP:Iteration 28F (48201.220000 sec): 3 clusters
  Score: Raw -115357.026543 + Penalty 2403.808970 = -112953.217572
  nChanged 0
Iteration 339Q (48397.440000 sec): 80 clusters
  Score: Raw -122372142.297433 + Penalty 182365.225138 = -122189777.072295
  nChanged 195
Iteration 340F (48702.470000 sec): 80 clusters
  Score: Raw -122372150.388391 + Penalty 182365.225138 = -122189785.163253
  nChanged 233
Iteration 341Q (48912.000000 sec): 80 clusters
  Score: Raw -122372159.605114 + Penalty 182365.225138 = -122189794.379976
  nChanged 217
Iteration 342Q (49141.310000 sec): 80 clusters
  Score: Raw -122372168.862047 + Penalty 182365.225138 = -122189803.636909
  nChanged 229
Iteration 343Q (49374.890000 sec): 80 clusters
  Score: Raw -122372180.010375 + Penalty 182365.225138 = -122189814.785237
  nChanged 226
Iteration 344Q (49591.700000 sec): 80 clusters
  Score: Raw -122372191.761441 + Penalty 182365.225138 = -122189826.536303
  nChanged 202
Iteration 345Q (49807.850000 sec): 80 clusters
  Score: Raw -122372204.368243 + Penalty 182365.225138 = -122189839.143105
  nChanged 238
Iteration 346Q (50015.450000 sec): 80 clusters
  Score: Raw -122372217.482779 + Penalty 182365.225138 = -122189852.257641
  nChanged 245
Iteration 347Q (50216.000000 sec): 80 clusters
  Score: Raw -122372230.504398 + Penalty 182365.225138 = -122189865.279260
  nChanged 250
Iteration 348Q (50403.740000 sec): 80 clusters
  Score: Raw -122372243.762908 + Penalty 182365.225138 = -122189878.537771
  nChanged 269
Iteration 349Q (50614.980000 sec): 80 clusters
  Score: Raw -122372258.025435 + Penalty 182365.225138 = -122189892.800297
  nChanged 246
Iteration 350Q (50825.930000 sec): 80 clusters
  Score: Raw -122372270.032875 + Penalty 182365.225138 = -122189904.807737
  nChanged 260
Iteration 351Q (51032.060000 sec): 80 clusters
  Score: Raw -122372284.214358 + Penalty 182365.225138 = -122189918.989220
  nChanged 260
Iteration 352Q (51236.250000 sec): 80 clusters
  Score: Raw -122372299.308847 + Penalty 182365.225138 = -122189934.083709
  nChanged 275
Iteration 353Q (51446.530000 sec): 80 clusters
  Score: Raw -122372315.174567 + Penalty 182365.225138 = -122189949.949429
  nChanged 289
Iteration 354Q (51653.600000 sec): 80 clusters
  Score: Raw -122372333.883808 + Penalty 182365.225138 = -122189968.658670
  nChanged 308
Iteration 355Q (51859.720000 sec): 80 clusters
  Score: Raw -122372354.304598 + Penalty 182365.225138 = -122189989.079460
  nChanged 331
Iteration 356Q (52068.350000 sec): 80 clusters
  Score: Raw -122372373.792819 + Penalty 182365.225138 = -122190008.567682
  nChanged 349
Iteration 357Q (52273.970000 sec): 80 clusters
  Score: Raw -122372396.729022 + Penalty 182365.225138 = -122190031.503884
  nChanged 355
Iteration 358Q (52477.150000 sec): 80 clusters
  Score: Raw -122372417.643051 + Penalty 182365.225138 = -122190052.417914
  nChanged 342
Iteration 359Q (52668.700000 sec): 80 clusters
  Score: Raw -122372437.072107 + Penalty 182365.225138 = -122190071.846969
  nChanged 352
Iteration 360F (52922.310000 sec): 80 clusters
  Score: Raw -122372456.127750 + Penalty 182365.225138 = -122190090.902613
  nChanged 346
Iteration 361Q (53129.250000 sec): 80 clusters
  Score: Raw -122372473.490820 + Penalty 182365.225138 = -122190108.265682
  nChanged 325
Iteration 362Q (53342.010000 sec): 80 clusters
  Score: Raw -122372492.557884 + Penalty 182365.225138 = -122190127.332746
  nChanged 325
Iteration 363Q (53542.230000 sec): 80 clusters
  Score: Raw -122372511.665209 + Penalty 182365.225138 = -122190146.440072
  nChanged 340
Iteration 364Q (53747.610000 sec): 80 clusters
  Score: Raw -122372531.931953 + Penalty 182365.225138 = -122190166.706815
  nChanged 361
Iteration 365Q (53956.190000 sec): 80 clusters
  Score: Raw -122372551.226743 + Penalty 182365.225138 = -122190186.001605
  nChanged 354
Iteration 366Q (54165.370000 sec): 80 clusters
  Score: Raw -122372568.799132 + Penalty 182365.225138 = -122190203.573994
  nChanged 328
Iteration 367Q (54373.810000 sec): 80 clusters
  Score: Raw -122372583.090755 + Penalty 182365.225138 = -122190217.865618
  nChanged 335
Iteration 368Q (54572.490000 sec): 80 clusters
  Score: Raw -122372598.537666 + Penalty 182365.225138 = -122190233.312528
  nChanged 326
Iteration 369Q (54781.180000 sec): 80 clusters
  Score: Raw -122372614.120875 + Penalty 182365.225138 = -122190248.895737
  nChanged 309
Iteration 370Q (54984.150000 sec): 80 clusters
  Score: Raw -122372627.971871 + Penalty 182365.225138 = -122190262.746733
  nChanged 287
Iteration 371Q (55217.880000 sec): 80 clusters
  Score: Raw -122372641.644828 + Penalty 182365.225138 = -122190276.419690
  nChanged 273
Iteration 372Q (55427.380000 sec): 80 clusters
  Score: Raw -122372655.378179 + Penalty 182365.225138 = -122190290.153042
  nChanged 280
Iteration 373Q (55661.340000 sec): 80 clusters
  Score: Raw -122372669.118909 + Penalty 182365.225138 = -122190303.893771
  nChanged 292
Iteration 374Q (55856.830000 sec): 80 clusters
  Score: Raw -122372687.677564 + Penalty 182365.225138 = -122190322.452427
  nChanged 297
Iteration 375Q (56062.150000 sec): 80 clusters
  Score: Raw -122372706.058024 + Penalty 182365.225138 = -122190340.832886
  nChanged 293
Iteration 376Q (56245.740000 sec): 80 clusters
  Score: Raw -122372722.690353 + Penalty 182365.225138 = -122190357.465215
  nChanged 292
Iteration 377Q (56450.430000 sec): 80 clusters
  Score: Raw -122372740.560171 + Penalty 182365.225138 = -122190375.335033
  nChanged 286
Iteration 378Q (56654.860000 sec): 80 clusters
  Score: Raw -122372755.066639 + Penalty 182365.225138 = -122190389.841501
  nChanged 273
Writing temp clu file 
Because OldScore, -122190375.335033, is greater than current (better) Score,-122190389.841501 
 Compute initial score before splitting:   Score: Raw -122372755.066639 + Penalty 182365.225138 = -122190389.841501
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 1 (54074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56655.820000 sec): 2 clusters
  Score: Raw -4473839.441584 + Penalty 1770.942673 = -4472068.498911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56656.340000 sec): 3 clusters
  Score: Raw -4439525.272052 + Penalty 3541.885346 = -4435983.386705
  nChanged 25364
		SP:Iteration 1F (56656.800000 sec): 3 clusters
  Score: Raw -4454000.447283 + Penalty 3541.885346 = -4450458.561936
  nChanged 2257
		SP:Iteration 2Q (56657.340000 sec): 3 clusters
  Score: Raw -4454741.044747 + Penalty 3541.885346 = -4451199.159401
  nChanged 2421
		SP:Iteration 3Q (56657.780000 sec): 3 clusters
  Score: Raw -4455707.702523 + Penalty 3541.885346 = -4452165.817176
  nChanged 2704
		SP:Iteration 4F (56658.220000 sec): 3 clusters
  Score: Raw -4457043.859998 + Penalty 3541.885346 = -4453501.974652
  nChanged 3083
		SP:Iteration 5F (56658.730000 sec): 3 clusters
  Score: Raw -4458917.153270 + Penalty 3541.885346 = -4455375.267924
  nChanged 3443
		SP:Iteration 6F (56659.260000 sec): 3 clusters
  Score: Raw -4461349.934795 + Penalty 3541.885346 = -4457808.049449
  nChanged 3520
		SP:Iteration 7F (56659.740000 sec): 3 clusters
  Score: Raw -4463990.338083 + Penalty 3541.885346 = -4460448.452737
  nChanged 3176
		SP:Iteration 8F (56660.230000 sec): 3 clusters
  Score: Raw -4465995.006321 + Penalty 3541.885346 = -4462453.120974
  nChanged 2426
		SP:Iteration 9Q (56660.700000 sec): 3 clusters
  Score: Raw -4467108.846505 + Penalty 3541.885346 = -4463566.961158
  nChanged 1601
		SP:Iteration 10Q (56661.290000 sec): 3 clusters
  Score: Raw -4467609.241076 + Penalty 3541.885346 = -4464067.355729
  nChanged 1099
		SP:Iteration 11Q (56661.870000 sec): 3 clusters
  Score: Raw -4467896.741970 + Penalty 3541.885346 = -4464354.856624
  nChanged 848
		SP:Iteration 12Q (56662.360000 sec): 3 clusters
  Score: Raw -4468108.219413 + Penalty 3541.885346 = -4464566.334067
  nChanged 697
		SP:Iteration 13Q (56662.860000 sec): 3 clusters
  Score: Raw -4468283.449551 + Penalty 3541.885346 = -4464741.564204
  nChanged 683
		SP:Iteration 14Q (56663.300000 sec): 3 clusters
  Score: Raw -4468468.739471 + Penalty 3541.885346 = -4464926.854125
  nChanged 690
		SP:Iteration 15Q (56663.790000 sec): 3 clusters
  Score: Raw -4468667.952684 + Penalty 3541.885346 = -4465126.067338
  nChanged 721
		SP:Iteration 16Q (56664.250000 sec): 3 clusters
  Score: Raw -4468876.109700 + Penalty 3541.885346 = -4465334.224353
  nChanged 685
		SP:Iteration 17Q (56664.770000 sec): 3 clusters
  Score: Raw -4469081.192536 + Penalty 3541.885346 = -4465539.307190
  nChanged 678
		SP:Iteration 18Q (56665.230000 sec): 3 clusters
  Score: Raw -4469303.947741 + Penalty 3541.885346 = -4465762.062394
  nChanged 746
		SP:Iteration 19Q (56665.730000 sec): 3 clusters
  Score: Raw -4469532.740882 + Penalty 3541.885346 = -4465990.855536
  nChanged 687
		SP:Iteration 20F (56666.200000 sec): 3 clusters
  Score: Raw -4469728.999272 + Penalty 3541.885346 = -4466187.113925
  nChanged 661
		SP:Iteration 21Q (56666.690000 sec): 3 clusters
  Score: Raw -4469887.069139 + Penalty 3541.885346 = -4466345.183793
  nChanged 541
		SP:Iteration 22Q (56667.110000 sec): 3 clusters
  Score: Raw -4470012.593514 + Penalty 3541.885346 = -4466470.708168
  nChanged 541
		SP:Iteration 23Q (56667.690000 sec): 3 clusters
  Score: Raw -4470127.178114 + Penalty 3541.885346 = -4466585.292767
  nChanged 464
		SP:Iteration 24Q (56668.240000 sec): 3 clusters
  Score: Raw -4470220.733910 + Penalty 3541.885346 = -4466678.848564
  nChanged 399
		SP:Iteration 25Q (56668.750000 sec): 3 clusters
  Score: Raw -4470292.922924 + Penalty 3541.885346 = -4466751.037578
  nChanged 381
		SP:Iteration 26Q (56669.280000 sec): 3 clusters
  Score: Raw -4470360.352825 + Penalty 3541.885346 = -4466818.467478
  nChanged 355
		SP:Iteration 27Q (56669.750000 sec): 3 clusters
  Score: Raw -4470422.712391 + Penalty 3541.885346 = -4466880.827044
  nChanged 339
		SP:Iteration 28Q (56670.290000 sec): 3 clusters
  Score: Raw -4470485.233494 + Penalty 3541.885346 = -4466943.348147
  nChanged 340
		SP:Iteration 29Q (56670.710000 sec): 3 clusters
  Score: Raw -4470553.869718 + Penalty 3541.885346 = -4467011.984372
  nChanged 340
		SP:Iteration 30Q (56671.250000 sec): 3 clusters
  Score: Raw -4470628.654892 + Penalty 3541.885346 = -4467086.769546
  nChanged 353
		SP:Iteration 31Q (56671.770000 sec): 3 clusters
  Score: Raw -4470705.390892 + Penalty 3541.885346 = -4467163.505546
  nChanged 330
		SP:Iteration 32Q (56672.350000 sec): 3 clusters
  Score: Raw -4470778.699237 + Penalty 3541.885346 = -4467236.813891
  nChanged 355
		SP:Iteration 33Q (56672.810000 sec): 3 clusters
  Score: Raw -4470868.945642 + Penalty 3541.885346 = -4467327.060296
  nChanged 379
		SP:Iteration 34Q (56673.310000 sec): 3 clusters
  Score: Raw -4470972.412420 + Penalty 3541.885346 = -4467430.527074
  nChanged 396
		SP:Iteration 35Q (56673.760000 sec): 3 clusters
  Score: Raw -4471088.064376 + Penalty 3541.885346 = -4467546.179029
  nChanged 416
		SP:Iteration 36Q (56674.300000 sec): 3 clusters
  Score: Raw -4471192.076401 + Penalty 3541.885346 = -4467650.191055
  nChanged 371
		SP:Iteration 37Q (56674.810000 sec): 3 clusters
  Score: Raw -4471268.124570 + Penalty 3541.885346 = -4467726.239224
  nChanged 324
		SP:Iteration 38Q (56675.330000 sec): 3 clusters
  Score: Raw -4471329.556013 + Penalty 3541.885346 = -4467787.670667
  nChanged 320
		SP:Iteration 39Q (56675.790000 sec): 3 clusters
  Score: Raw -4471385.225600 + Penalty 3541.885346 = -4467843.340253
  nChanged 295
		SP:Iteration 40F (56676.230000 sec): 3 clusters
  Score: Raw -4471429.869850 + Penalty 3541.885346 = -4467887.984504
  nChanged 261
		SP:Iteration 41Q (56676.720000 sec): 3 clusters
  Score: Raw -4471466.962879 + Penalty 3541.885346 = -4467925.077532
  nChanged 251
		SP:Iteration 42Q (56677.250000 sec): 3 clusters
  Score: Raw -4471500.185482 + Penalty 3541.885346 = -4467958.300136
  nChanged 235
		SP:Iteration 43Q (56677.710000 sec): 3 clusters
  Score: Raw -4471533.416587 + Penalty 3541.885346 = -4467991.531240
  nChanged 250
		SP:Iteration 44Q (56678.210000 sec): 3 clusters
  Score: Raw -4471570.610629 + Penalty 3541.885346 = -4468028.725283
  nChanged 250
		SP:Iteration 45Q (56678.690000 sec): 3 clusters
  Score: Raw -4471606.717319 + Penalty 3541.885346 = -4468064.831973
  nChanged 249
		SP:Iteration 46Q (56679.160000 sec): 3 clusters
  Score: Raw -4471642.030072 + Penalty 3541.885346 = -4468100.144726
  nChanged 261
		SP:Iteration 47Q (56679.710000 sec): 3 clusters
  Score: Raw -4471677.348391 + Penalty 3541.885346 = -4468135.463045
  nChanged 242
		SP:Iteration 48Q (56680.210000 sec): 3 clusters
  Score: Raw -4471709.109575 + Penalty 3541.885346 = -4468167.224229
  nChanged 241
		SP:Iteration 49Q (56680.620000 sec): 3 clusters
  Score: Raw -4471743.751818 + Penalty 3541.885346 = -4468201.866471
  nChanged 236
		SP:Iteration 50Q (56681.120000 sec): 3 clusters
  Score: Raw -4471778.217489 + Penalty 3541.885346 = -4468236.332143
  nChanged 241
		SP:Iteration 51Q (56681.590000 sec): 3 clusters
  Score: Raw -4471813.364218 + Penalty 3541.885346 = -4468271.478872
  nChanged 275
		SP:Iteration 52Q (56682.140000 sec): 3 clusters
  Score: Raw -4471858.728196 + Penalty 3541.885346 = -4468316.842850
  nChanged 289
		SP:Iteration 53Q (56682.660000 sec): 3 clusters
  Score: Raw -4471908.860894 + Penalty 3541.885346 = -4468366.975547
  nChanged 294
		SP:Iteration 54Q (56683.190000 sec): 3 clusters
  Score: Raw -4471961.438670 + Penalty 3541.885346 = -4468419.553324
  nChanged 291
		SP:Iteration 55Q (56683.710000 sec): 3 clusters
  Score: Raw -4472009.713017 + Penalty 3541.885346 = -4468467.827671
  nChanged 281
		SP:Iteration 56Q (56684.270000 sec): 3 clusters
  Score: Raw -4472052.990873 + Penalty 3541.885346 = -4468511.105526
  nChanged 258
		SP:Iteration 57Q (56684.770000 sec): 3 clusters
  Score: Raw -4472093.218643 + Penalty 3541.885346 = -4468551.333297
  nChanged 275
		SP:Iteration 58Q (56685.290000 sec): 3 clusters
  Score: Raw -4472142.187109 + Penalty 3541.885346 = -4468600.301763
  nChanged 301
		SP:Iteration 59Q (56685.770000 sec): 3 clusters
  Score: Raw -4472204.608333 + Penalty 3541.885346 = -4468662.722987
  nChanged 324
		SP:Iteration 60F (56686.270000 sec): 3 clusters
  Score: Raw -4472273.465622 + Penalty 3541.885346 = -4468731.580276
  nChanged 332
		SP:Iteration 61Q (56686.800000 sec): 3 clusters
  Score: Raw -4472344.226692 + Penalty 3541.885346 = -4468802.341345
  nChanged 345
		SP:Iteration 62Q (56687.280000 sec): 3 clusters
  Score: Raw -4472422.883937 + Penalty 3541.885346 = -4468880.998591
  nChanged 354
		SP:Iteration 63Q (56687.800000 sec): 3 clusters
  Score: Raw -4472520.120925 + Penalty 3541.885346 = -4468978.235579
  nChanged 402
		SP:Iteration 64Q (56688.290000 sec): 3 clusters
  Score: Raw -4472640.892318 + Penalty 3541.885346 = -4469099.006971
  nChanged 407
		SP:Iteration 65Q (56688.830000 sec): 3 clusters
  Score: Raw -4472756.981597 + Penalty 3541.885346 = -4469215.096251
  nChanged 408
		SP:Iteration 66Q (56689.320000 sec): 3 clusters
  Score: Raw -4472873.687209 + Penalty 3541.885346 = -4469331.801863
  nChanged 411
		SP:Iteration 67Q (56689.810000 sec): 3 clusters
  Score: Raw -4472995.003283 + Penalty 3541.885346 = -4469453.117937
  nChanged 399
		SP:Iteration 68Q (56690.240000 sec): 3 clusters
  Score: Raw -4473105.958573 + Penalty 3541.885346 = -4469564.073226
  nChanged 397
		SP:Iteration 69Q (56690.760000 sec): 3 clusters
  Score: Raw -4473215.207172 + Penalty 3541.885346 = -4469673.321826
  nChanged 402
		SP:Iteration 70Q (56691.240000 sec): 3 clusters
  Score: Raw -4473334.364702 + Penalty 3541.885346 = -4469792.479356
  nChanged 362
		SP:Iteration 71Q (56691.710000 sec): 3 clusters
  Score: Raw -4473438.732054 + Penalty 3541.885346 = -4469896.846707
  nChanged 356
		SP:Iteration 72Q (56692.200000 sec): 3 clusters
  Score: Raw -4473546.916883 + Penalty 3541.885346 = -4470005.031537
  nChanged 369
		SP:Iteration 73Q (56692.720000 sec): 3 clusters
  Score: Raw -4473667.125958 + Penalty 3541.885346 = -4470125.240612
  nChanged 378
		SP:Iteration 74Q (56693.210000 sec): 3 clusters
  Score: Raw -4473795.967140 + Penalty 3541.885346 = -4470254.081794
  nChanged 396
		SP:Iteration 75Q (56693.690000 sec): 3 clusters
  Score: Raw -4473937.389736 + Penalty 3541.885346 = -4470395.504390
  nChanged 412
		SP:Iteration 76Q (56694.130000 sec): 3 clusters
  Score: Raw -4474081.440236 + Penalty 3541.885346 = -4470539.554890
  nChanged 345
		SP:Iteration 77Q (56694.610000 sec): 3 clusters
  Score: Raw -4474195.851134 + Penalty 3541.885346 = -4470653.965788
  nChanged 341
		SP:Iteration 78Q (56695.090000 sec): 3 clusters
  Score: Raw -4474316.579198 + Penalty 3541.885346 = -4470774.693852
  nChanged 330
		SP:Iteration 79Q (56695.600000 sec): 3 clusters
  Score: Raw -4474425.827951 + Penalty 3541.885346 = -4470883.942604
  nChanged 300
		SP:Iteration 80F (56696.090000 sec): 3 clusters
  Score: Raw -4474526.311792 + Penalty 3541.885346 = -4470984.426446
  nChanged 273
		SP:Iteration 81Q (56696.600000 sec): 3 clusters
  Score: Raw -4474605.439884 + Penalty 3541.885346 = -4471063.554538
  nChanged 212
		SP:Iteration 82Q (56697.070000 sec): 3 clusters
  Score: Raw -4474664.484160 + Penalty 3541.885346 = -4471122.598814
  nChanged 203
		SP:Iteration 83Q (56697.540000 sec): 3 clusters
  Score: Raw -4474719.011368 + Penalty 3541.885346 = -4471177.126022
  nChanged 174
		SP:Iteration 84Q (56698.060000 sec): 3 clusters
  Score: Raw -4474766.622955 + Penalty 3541.885346 = -4471224.737609
  nChanged 165
		SP:Iteration 85Q (56698.580000 sec): 3 clusters
  Score: Raw -4474812.919736 + Penalty 3541.885346 = -4471271.034390
  nChanged 138
		SP:Iteration 86Q (56699.050000 sec): 3 clusters
  Score: Raw -4474847.776998 + Penalty 3541.885346 = -4471305.891652
  nChanged 108
		SP:Iteration 87Q (56699.540000 sec): 3 clusters
  Score: Raw -4474878.074319 + Penalty 3541.885346 = -4471336.188972
  nChanged 110
		SP:Iteration 88Q (56699.960000 sec): 3 clusters
  Score: Raw -4474908.049792 + Penalty 3541.885346 = -4471366.164446
  nChanged 87
		SP:Iteration 89Q (56700.520000 sec): 3 clusters
  Score: Raw -4474925.550842 + Penalty 3541.885346 = -4471383.665496
  nChanged 61
		SP:Iteration 90Q (56700.990000 sec): 3 clusters
  Score: Raw -4474939.194243 + Penalty 3541.885346 = -4471397.308897
  nChanged 56
		SP:Iteration 91Q (56701.480000 sec): 3 clusters
  Score: Raw -4474950.845245 + Penalty 3541.885346 = -4471408.959898
  nChanged 46
		SP:Iteration 92Q (56701.900000 sec): 3 clusters
  Score: Raw -4474959.861578 + Penalty 3541.885346 = -4471417.976232
  nChanged 42
		SP:Iteration 93Q (56702.370000 sec): 3 clusters
  Score: Raw -4474967.057427 + Penalty 3541.885346 = -4471425.172081
  nChanged 32
		SP:Iteration 94Q (56702.870000 sec): 3 clusters
  Score: Raw -4474972.092326 + Penalty 3541.885346 = -4471430.206979
  nChanged 25
		SP:Iteration 95Q (56703.400000 sec): 3 clusters
  Score: Raw -4474976.284644 + Penalty 3541.885346 = -4471434.399297
  nChanged 22
		SP:Iteration 96Q (56703.900000 sec): 3 clusters
  Score: Raw -4474979.531385 + Penalty 3541.885346 = -4471437.646039
  nChanged 20
		SP:Iteration 97Q (56704.480000 sec): 3 clusters
  Score: Raw -4474982.474864 + Penalty 3541.885346 = -4471440.589517
  nChanged 13
		SP:Iteration 98Q (56704.990000 sec): 3 clusters
  Score: Raw -4474984.155282 + Penalty 3541.885346 = -4471442.269936
  nChanged 8
		SP:Iteration 99Q (56705.470000 sec): 3 clusters
  Score: Raw -4474985.404223 + Penalty 3541.885346 = -4471443.518877
  nChanged 9
		SP:Iteration 100F (56705.960000 sec): 3 clusters
  Score: Raw -4474986.495745 + Penalty 3541.885346 = -4471444.610399
  nChanged 9
		SP:Iteration 101Q (56706.540000 sec): 3 clusters
  Score: Raw -4474987.377106 + Penalty 3541.885346 = -4471445.491760
  nChanged 9
		SP:Iteration 102Q (56707.020000 sec): 3 clusters
  Score: Raw -4474988.605678 + Penalty 3541.885346 = -4471446.720332
  nChanged 8
		SP:Iteration 103Q (56707.490000 sec): 3 clusters
  Score: Raw -4474989.557064 + Penalty 3541.885346 = -4471447.671718
  nChanged 7
		SP:Iteration 104Q (56707.960000 sec): 3 clusters
  Score: Raw -4474990.364578 + Penalty 3541.885346 = -4471448.479231
  nChanged 10
		SP:Iteration 105Q (56708.450000 sec): 3 clusters
  Score: Raw -4474991.982283 + Penalty 3541.885346 = -4471450.096937
  nChanged 13
		SP:Iteration 106Q (56708.930000 sec): 3 clusters
  Score: Raw -4474993.618911 + Penalty 3541.885346 = -4471451.733564
  nChanged 14
		SP:Iteration 107Q (56709.460000 sec): 3 clusters
  Score: Raw -4474996.199427 + Penalty 3541.885346 = -4471454.314080
  nChanged 12
		SP:Iteration 108Q (56709.930000 sec): 3 clusters
  Score: Raw -4474998.677502 + Penalty 3541.885346 = -4471456.792156
  nChanged 21
		SP:Iteration 109Q (56710.390000 sec): 3 clusters
  Score: Raw -4475001.771289 + Penalty 3541.885346 = -4471459.885943
  nChanged 8
		SP:Iteration 110Q (56710.870000 sec): 3 clusters
  Score: Raw -4475002.835414 + Penalty 3541.885346 = -4471460.950067
  nChanged 7
		SP:Iteration 111Q (56711.360000 sec): 3 clusters
  Score: Raw -4475003.646993 + Penalty 3541.885346 = -4471461.761647
  nChanged 11
		SP:Iteration 112Q (56711.860000 sec): 3 clusters
  Score: Raw -4475004.676054 + Penalty 3541.885346 = -4471462.790707
  nChanged 7
		SP:Iteration 113Q (56712.370000 sec): 3 clusters
  Score: Raw -4475005.509229 + Penalty 3541.885346 = -4471463.623883
  nChanged 8
		SP:Iteration 114Q (56712.820000 sec): 3 clusters
  Score: Raw -4475006.368812 + Penalty 3541.885346 = -4471464.483466
  nChanged 11
		SP:Iteration 115Q (56713.280000 sec): 3 clusters
  Score: Raw -4475008.038274 + Penalty 3541.885346 = -4471466.152928
  nChanged 13
		SP:Iteration 116Q (56713.760000 sec): 3 clusters
  Score: Raw -4475009.965291 + Penalty 3541.885346 = -4471468.079945
  nChanged 13
		SP:Iteration 117Q (56714.250000 sec): 3 clusters
  Score: Raw -4475011.155112 + Penalty 3541.885346 = -4471469.269766
  nChanged 9
		SP:Iteration 118Q (56714.710000 sec): 3 clusters
  Score: Raw -4475012.198577 + Penalty 3541.885346 = -4471470.313231
  nChanged 7
		SP:Iteration 119Q (56715.210000 sec): 3 clusters
  Score: Raw -4475013.237118 + Penalty 3541.885346 = -4471471.351772
  nChanged 10
		SP:Iteration 120F (56715.700000 sec): 3 clusters
  Score: Raw -4475014.869859 + Penalty 3541.885346 = -4471472.984513
  nChanged 9
		SP:Iteration 121Q (56716.200000 sec): 3 clusters
  Score: Raw -4475016.129907 + Penalty 3541.885346 = -4471474.244561
  nChanged 9
		SP:Iteration 122Q (56716.700000 sec): 3 clusters
  Score: Raw -4475017.556936 + Penalty 3541.885346 = -4471475.671590
  nChanged 6
		SP:Iteration 123Q (56717.150000 sec): 3 clusters
  Score: Raw -4475018.848495 + Penalty 3541.885346 = -4471476.963149
  nChanged 10
		SP:Iteration 124Q (56717.720000 sec): 3 clusters
  Score: Raw -4475020.599630 + Penalty 3541.885346 = -4471478.714284
  nChanged 11
		SP:Iteration 125Q (56718.210000 sec): 3 clusters
  Score: Raw -4475022.914522 + Penalty 3541.885346 = -4471481.029176
  nChanged 13
		SP:Iteration 126Q (56718.690000 sec): 3 clusters
  Score: Raw -4475025.677537 + Penalty 3541.885346 = -4471483.792190
  nChanged 14
		SP:Iteration 127Q (56719.140000 sec): 3 clusters
  Score: Raw -4475027.482903 + Penalty 3541.885346 = -4471485.597557
  nChanged 6
		SP:Iteration 128Q (56719.630000 sec): 3 clusters
  Score: Raw -4475028.507945 + Penalty 3541.885346 = -4471486.622599
  nChanged 7
		SP:Iteration 129Q (56720.120000 sec): 3 clusters
  Score: Raw -4475029.536954 + Penalty 3541.885346 = -4471487.651608
  nChanged 3
		SP:Iteration 130Q (56720.600000 sec): 3 clusters
  Score: Raw -4475029.958135 + Penalty 3541.885346 = -4471488.072788
  nChanged 4
		SP:Iteration 131Q (56721.060000 sec): 3 clusters
  Score: Raw -4475030.450340 + Penalty 3541.885346 = -4471488.564994
  nChanged 4
		SP:Iteration 132Q (56721.480000 sec): 3 clusters
  Score: Raw -4475030.742724 + Penalty 3541.885346 = -4471488.857378
  nChanged 2
		SP:Iteration 133Q (56721.940000 sec): 3 clusters
  Score: Raw -4475031.258213 + Penalty 3541.885346 = -4471489.372867
  nChanged 5
		SP:Iteration 134Q (56722.470000 sec): 3 clusters
  Score: Raw -4475031.818624 + Penalty 3541.885346 = -4471489.933278
  nChanged 2
		SP:Iteration 135Q (56722.980000 sec): 3 clusters
  Score: Raw -4475032.122159 + Penalty 3541.885346 = -4471490.236813
  nChanged 1
		SP:Iteration 136Q (56723.480000 sec): 3 clusters
  Score: Raw -4475032.229838 + Penalty 3541.885346 = -4471490.344492
  nChanged 1
		SP:Iteration 137Q (56723.870000 sec): 3 clusters
  Score: Raw -4475032.367805 + Penalty 3541.885346 = -4471490.482459
  nChanged 0
		SP:Iteration 138F (56724.360000 sec): 3 clusters
  Score: Raw -4475032.367805 + Penalty 3541.885346 = -4471490.482459
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 2 (248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56724.510000 sec): 2 clusters
  Score: Raw -17061.485053 + Penalty 895.932171 = -16165.552882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56724.670000 sec): 3 clusters
  Score: Raw -17173.685802 + Penalty 1791.864343 = -15381.821460
  nChanged 47
		SP:Iteration 1F (56724.850000 sec): 3 clusters
  Score: Raw -17285.044282 + Penalty 1791.864343 = -15493.179939
  nChanged 10
		SP:Iteration 2Q (56725.020000 sec): 3 clusters
  Score: Raw -17312.111908 + Penalty 1791.864343 = -15520.247565
  nChanged 4
		SP:Iteration 3Q (56725.190000 sec): 3 clusters
  Score: Raw -17329.267320 + Penalty 1791.864343 = -15537.402977
  nChanged 3
		SP:Iteration 4Q (56725.350000 sec): 3 clusters
  Score: Raw -17336.597577 + Penalty 1791.864343 = -15544.733234
  nChanged 2
		SP:Iteration 5Q (56725.570000 sec): 3 clusters
  Score: Raw -17339.313882 + Penalty 1791.864343 = -15547.449539
  nChanged 2
		SP:Iteration 6Q (56725.730000 sec): 3 clusters
  Score: Raw -17341.314659 + Penalty 1791.864343 = -15549.450316
  nChanged 1
		SP:Iteration 7Q (56725.890000 sec): 3 clusters
  Score: Raw -17342.561300 + Penalty 1791.864343 = -15550.696958
  nChanged 0
		SP:Iteration 8F (56726.050000 sec): 3 clusters
  Score: Raw -17342.561300 + Penalty 1791.864343 = -15550.696958
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 3 (5272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56726.200000 sec): 2 clusters
  Score: Raw -444584.439495 + Penalty 1392.651825 = -443191.787670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56726.420000 sec): 3 clusters
  Score: Raw -441770.721860 + Penalty 2785.303650 = -438985.418210
  nChanged 2143
		SP:Iteration 1F (56726.610000 sec): 3 clusters
  Score: Raw -443020.716160 + Penalty 2785.303650 = -440235.412510
  nChanged 464
		SP:Iteration 2F (56726.810000 sec): 3 clusters
  Score: Raw -443378.012324 + Penalty 2785.303650 = -440592.708674
  nChanged 415
		SP:Iteration 3F (56726.970000 sec): 3 clusters
  Score: Raw -443728.570519 + Penalty 2785.303650 = -440943.266869
  nChanged 408
		SP:Iteration 4F (56727.190000 sec): 3 clusters
  Score: Raw -444065.893176 + Penalty 2785.303650 = -441280.589527
  nChanged 343
		SP:Iteration 5F (56727.350000 sec): 3 clusters
  Score: Raw -444347.408496 + Penalty 2785.303650 = -441562.104846
  nChanged 273
		SP:Iteration 6F (56727.570000 sec): 3 clusters
  Score: Raw -444584.157916 + Penalty 2785.303650 = -441798.854267
  nChanged 214
		SP:Iteration 7Q (56727.730000 sec): 3 clusters
  Score: Raw -444768.780124 + Penalty 2785.303650 = -441983.476474
  nChanged 159
		SP:Iteration 8Q (56727.900000 sec): 3 clusters
  Score: Raw -444898.026910 + Penalty 2785.303650 = -442112.723261
  nChanged 128
		SP:Iteration 9Q (56728.050000 sec): 3 clusters
  Score: Raw -445009.906079 + Penalty 2785.303650 = -442224.602429
  nChanged 106
		SP:Iteration 10Q (56728.220000 sec): 3 clusters
  Score: Raw -445083.637422 + Penalty 2785.303650 = -442298.333772
  nChanged 74
		SP:Iteration 11Q (56728.440000 sec): 3 clusters
  Score: Raw -445129.218179 + Penalty 2785.303650 = -442343.914529
  nChanged 61
		SP:Iteration 12Q (56728.680000 sec): 3 clusters
  Score: Raw -445164.236570 + Penalty 2785.303650 = -442378.932920
  nChanged 40
		SP:Iteration 13Q (56728.820000 sec): 3 clusters
  Score: Raw -445185.685622 + Penalty 2785.303650 = -442400.381972
  nChanged 31
		SP:Iteration 14Q (56729.020000 sec): 3 clusters
  Score: Raw -445203.210921 + Penalty 2785.303650 = -442417.907272
  nChanged 21
		SP:Iteration 15Q (56729.220000 sec): 3 clusters
  Score: Raw -445213.341118 + Penalty 2785.303650 = -442428.037469
  nChanged 29
		SP:Iteration 16Q (56729.450000 sec): 3 clusters
  Score: Raw -445226.894280 + Penalty 2785.303650 = -442441.590630
  nChanged 17
		SP:Iteration 17Q (56729.620000 sec): 3 clusters
  Score: Raw -445231.624528 + Penalty 2785.303650 = -442446.320878
  nChanged 13
		SP:Iteration 18Q (56729.830000 sec): 3 clusters
  Score: Raw -445237.047315 + Penalty 2785.303650 = -442451.743665
  nChanged 15
		SP:Iteration 19Q (56729.980000 sec): 3 clusters
  Score: Raw -445241.235841 + Penalty 2785.303650 = -442455.932191
  nChanged 9
		SP:Iteration 20F (56730.160000 sec): 3 clusters
  Score: Raw -445243.573361 + Penalty 2785.303650 = -442458.269711
  nChanged 7
		SP:Iteration 21Q (56730.400000 sec): 3 clusters
  Score: Raw -445245.234608 + Penalty 2785.303650 = -442459.930958
  nChanged 5
		SP:Iteration 22Q (56730.600000 sec): 3 clusters
  Score: Raw -445246.824170 + Penalty 2785.303650 = -442461.520520
  nChanged 6
		SP:Iteration 23Q (56730.820000 sec): 3 clusters
  Score: Raw -445247.902937 + Penalty 2785.303650 = -442462.599287
  nChanged 6
		SP:Iteration 24Q (56731.040000 sec): 3 clusters
  Score: Raw -445248.862687 + Penalty 2785.303650 = -442463.559037
  nChanged 6
		SP:Iteration 25Q (56731.300000 sec): 3 clusters
  Score: Raw -445250.770798 + Penalty 2785.303650 = -442465.467148
  nChanged 7
		SP:Iteration 26Q (56731.480000 sec): 3 clusters
  Score: Raw -445253.124813 + Penalty 2785.303650 = -442467.821163
  nChanged 7
		SP:Iteration 27Q (56731.690000 sec): 3 clusters
  Score: Raw -445255.436480 + Penalty 2785.303650 = -442470.132830
  nChanged 5
		SP:Iteration 28Q (56731.980000 sec): 3 clusters
  Score: Raw -445256.137757 + Penalty 2785.303650 = -442470.834107
  nChanged 1
		SP:Iteration 29Q (56732.200000 sec): 3 clusters
  Score: Raw -445256.440723 + Penalty 2785.303650 = -442471.137073
  nChanged 1
		SP:Iteration 30Q (56732.460000 sec): 3 clusters
  Score: Raw -445256.641229 + Penalty 2785.303650 = -442471.337580
  nChanged 1
		SP:Iteration 31Q (56732.680000 sec): 3 clusters
  Score: Raw -445257.040056 + Penalty 2785.303650 = -442471.736406
  nChanged 0
		SP:Iteration 32F (56732.850000 sec): 3 clusters
  Score: Raw -445257.040056 + Penalty 2785.303650 = -442471.736406
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 4 (4422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56732.990000 sec): 2 clusters
  Score: Raw -373429.603639 + Penalty 1364.081446 = -372065.522193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56733.190000 sec): 3 clusters
  Score: Raw -371152.046191 + Penalty 2728.162892 = -368423.883298
  nChanged 1761
		SP:Iteration 1F (56733.380000 sec): 3 clusters
  Score: Raw -372153.523272 + Penalty 2728.162892 = -369425.360380
  nChanged 387
		SP:Iteration 2F (56733.540000 sec): 3 clusters
  Score: Raw -372419.174414 + Penalty 2728.162892 = -369691.011522
  nChanged 291
		SP:Iteration 3F (56733.710000 sec): 3 clusters
  Score: Raw -372633.563303 + Penalty 2728.162892 = -369905.400411
  nChanged 259
		SP:Iteration 4F (56733.930000 sec): 3 clusters
  Score: Raw -372814.413209 + Penalty 2728.162892 = -370086.250317
  nChanged 207
		SP:Iteration 5Q (56734.120000 sec): 3 clusters
  Score: Raw -372956.482027 + Penalty 2728.162892 = -370228.319135
  nChanged 167
		SP:Iteration 6Q (56734.320000 sec): 3 clusters
  Score: Raw -373073.435118 + Penalty 2728.162892 = -370345.272225
  nChanged 154
		SP:Iteration 7Q (56734.520000 sec): 3 clusters
  Score: Raw -373179.988381 + Penalty 2728.162892 = -370451.825488
  nChanged 139
		SP:Iteration 8Q (56734.720000 sec): 3 clusters
  Score: Raw -373268.559833 + Penalty 2728.162892 = -370540.396941
  nChanged 116
		SP:Iteration 9Q (56734.940000 sec): 3 clusters
  Score: Raw -373347.846308 + Penalty 2728.162892 = -370619.683415
  nChanged 120
		SP:Iteration 10Q (56735.190000 sec): 3 clusters
  Score: Raw -373430.238327 + Penalty 2728.162892 = -370702.075434
  nChanged 85
		SP:Iteration 11Q (56735.410000 sec): 3 clusters
  Score: Raw -373487.014875 + Penalty 2728.162892 = -370758.851983
  nChanged 64
		SP:Iteration 12Q (56735.610000 sec): 3 clusters
  Score: Raw -373525.892012 + Penalty 2728.162892 = -370797.729120
  nChanged 45
		SP:Iteration 13Q (56735.930000 sec): 3 clusters
  Score: Raw -373555.540582 + Penalty 2728.162892 = -370827.377690
  nChanged 34
		SP:Iteration 14Q (56736.160000 sec): 3 clusters
  Score: Raw -373578.490700 + Penalty 2728.162892 = -370850.327808
  nChanged 37
		SP:Iteration 15Q (56736.410000 sec): 3 clusters
  Score: Raw -373607.944525 + Penalty 2728.162892 = -370879.781633
  nChanged 42
		SP:Iteration 16Q (56736.660000 sec): 3 clusters
  Score: Raw -373639.927584 + Penalty 2728.162892 = -370911.764692
  nChanged 28
		SP:Iteration 17Q (56736.860000 sec): 3 clusters
  Score: Raw -373659.248071 + Penalty 2728.162892 = -370931.085178
  nChanged 21
		SP:Iteration 18Q (56737.060000 sec): 3 clusters
  Score: Raw -373673.270182 + Penalty 2728.162892 = -370945.107290
  nChanged 18
		SP:Iteration 19Q (56737.320000 sec): 3 clusters
  Score: Raw -373683.994033 + Penalty 2728.162892 = -370955.831140
  nChanged 14
		SP:Iteration 20F (56737.570000 sec): 3 clusters
  Score: Raw -373693.966111 + Penalty 2728.162892 = -370965.803218
  nChanged 10
		SP:Iteration 21Q (56737.820000 sec): 3 clusters
  Score: Raw -373702.666458 + Penalty 2728.162892 = -370974.503566
  nChanged 9
		SP:Iteration 22Q (56737.990000 sec): 3 clusters
  Score: Raw -373709.866182 + Penalty 2728.162892 = -370981.703290
  nChanged 10
		SP:Iteration 23Q (56738.160000 sec): 3 clusters
  Score: Raw -373714.569195 + Penalty 2728.162892 = -370986.406303
  nChanged 4
		SP:Iteration 24Q (56738.340000 sec): 3 clusters
  Score: Raw -373718.106261 + Penalty 2728.162892 = -370989.943369
  nChanged 4
		SP:Iteration 25Q (56738.540000 sec): 3 clusters
  Score: Raw -373721.742192 + Penalty 2728.162892 = -370993.579300
  nChanged 2
		SP:Iteration 26Q (56738.720000 sec): 3 clusters
  Score: Raw -373722.449726 + Penalty 2728.162892 = -370994.286834
  nChanged 2
		SP:Iteration 27Q (56738.940000 sec): 3 clusters
  Score: Raw -373722.788706 + Penalty 2728.162892 = -370994.625814
  nChanged 0
		SP:Iteration 28F (56739.150000 sec): 3 clusters
  Score: Raw -373722.788706 + Penalty 2728.162892 = -370994.625814
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 5 (6890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56739.250000 sec): 2 clusters
  Score: Raw -570096.369323 + Penalty 1436.146784 = -568660.222538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56739.510000 sec): 3 clusters
  Score: Raw -566368.970316 + Penalty 2872.293568 = -563496.676748
  nChanged 2882
		SP:Iteration 1F (56739.750000 sec): 3 clusters
  Score: Raw -567996.872267 + Penalty 2872.293568 = -565124.578699
  nChanged 446
		SP:Iteration 2F (56739.940000 sec): 3 clusters
  Score: Raw -568211.808671 + Penalty 2872.293568 = -565339.515102
  nChanged 371
		SP:Iteration 3F (56740.120000 sec): 3 clusters
  Score: Raw -568389.107138 + Penalty 2872.293568 = -565516.813569
  nChanged 312
		SP:Iteration 4Q (56740.340000 sec): 3 clusters
  Score: Raw -568550.171144 + Penalty 2872.293568 = -565677.877576
  nChanged 284
		SP:Iteration 5Q (56740.570000 sec): 3 clusters
  Score: Raw -568709.630395 + Penalty 2872.293568 = -565837.336827
  nChanged 277
		SP:Iteration 6Q (56740.750000 sec): 3 clusters
  Score: Raw -568866.295923 + Penalty 2872.293568 = -565994.002355
  nChanged 269
		SP:Iteration 7Q (56740.970000 sec): 3 clusters
  Score: Raw -569005.437894 + Penalty 2872.293568 = -566133.144325
  nChanged 230
		SP:Iteration 8Q (56741.220000 sec): 3 clusters
  Score: Raw -569122.961866 + Penalty 2872.293568 = -566250.668297
  nChanged 221
		SP:Iteration 9Q (56741.400000 sec): 3 clusters
  Score: Raw -569234.750421 + Penalty 2872.293568 = -566362.456852
  nChanged 201
		SP:Iteration 10Q (56741.570000 sec): 3 clusters
  Score: Raw -569337.852640 + Penalty 2872.293568 = -566465.559072
  nChanged 185
		SP:Iteration 11Q (56741.760000 sec): 3 clusters
  Score: Raw -569423.757179 + Penalty 2872.293568 = -566551.463611
  nChanged 170
		SP:Iteration 12Q (56741.940000 sec): 3 clusters
  Score: Raw -569509.031812 + Penalty 2872.293568 = -566636.738243
  nChanged 150
		SP:Iteration 13Q (56742.120000 sec): 3 clusters
  Score: Raw -569584.990808 + Penalty 2872.293568 = -566712.697239
  nChanged 146
		SP:Iteration 14Q (56742.300000 sec): 3 clusters
  Score: Raw -569653.088155 + Penalty 2872.293568 = -566780.794587
  nChanged 127
		SP:Iteration 15Q (56742.480000 sec): 3 clusters
  Score: Raw -569721.466613 + Penalty 2872.293568 = -566849.173045
  nChanged 118
		SP:Iteration 16Q (56742.660000 sec): 3 clusters
  Score: Raw -569776.486449 + Penalty 2872.293568 = -566904.192880
  nChanged 116
		SP:Iteration 17Q (56742.780000 sec): 3 clusters
  Score: Raw -569833.016353 + Penalty 2872.293568 = -566960.722785
  nChanged 110
		SP:Iteration 18Q (56742.970000 sec): 3 clusters
  Score: Raw -569883.177369 + Penalty 2872.293568 = -567010.883801
  nChanged 80
		SP:Iteration 19Q (56743.180000 sec): 3 clusters
  Score: Raw -569923.855158 + Penalty 2872.293568 = -567051.561590
  nChanged 68
		SP:Iteration 20F (56743.360000 sec): 3 clusters
  Score: Raw -569952.585991 + Penalty 2872.293568 = -567080.292423
  nChanged 60
		SP:Iteration 21Q (56743.580000 sec): 3 clusters
  Score: Raw -569975.875491 + Penalty 2872.293568 = -567103.581923
  nChanged 53
		SP:Iteration 22Q (56743.800000 sec): 3 clusters
  Score: Raw -570000.075384 + Penalty 2872.293568 = -567127.781815
  nChanged 53
		SP:Iteration 23Q (56744.070000 sec): 3 clusters
  Score: Raw -570024.964087 + Penalty 2872.293568 = -567152.670519
  nChanged 57
		SP:Iteration 24Q (56744.240000 sec): 3 clusters
  Score: Raw -570054.964314 + Penalty 2872.293568 = -567182.670745
  nChanged 59
		SP:Iteration 25Q (56744.400000 sec): 3 clusters
  Score: Raw -570084.479258 + Penalty 2872.293568 = -567212.185690
  nChanged 55
		SP:Iteration 26Q (56744.580000 sec): 3 clusters
  Score: Raw -570111.023258 + Penalty 2872.293568 = -567238.729690
  nChanged 48
		SP:Iteration 27Q (56744.780000 sec): 3 clusters
  Score: Raw -570132.592959 + Penalty 2872.293568 = -567260.299391
  nChanged 35
		SP:Iteration 28Q (56745.000000 sec): 3 clusters
  Score: Raw -570145.544287 + Penalty 2872.293568 = -567273.250719
  nChanged 25
		SP:Iteration 29Q (56745.130000 sec): 3 clusters
  Score: Raw -570155.259758 + Penalty 2872.293568 = -567282.966190
  nChanged 24
		SP:Iteration 30Q (56745.320000 sec): 3 clusters
  Score: Raw -570165.459522 + Penalty 2872.293568 = -567293.165954
  nChanged 23
		SP:Iteration 31Q (56745.490000 sec): 3 clusters
  Score: Raw -570175.082779 + Penalty 2872.293568 = -567302.789211
  nChanged 24
		SP:Iteration 32Q (56745.620000 sec): 3 clusters
  Score: Raw -570186.531676 + Penalty 2872.293568 = -567314.238108
  nChanged 26
		SP:Iteration 33Q (56745.830000 sec): 3 clusters
  Score: Raw -570197.047789 + Penalty 2872.293568 = -567324.754221
  nChanged 24
		SP:Iteration 34Q (56746.020000 sec): 3 clusters
  Score: Raw -570208.153998 + Penalty 2872.293568 = -567335.860429
  nChanged 23
		SP:Iteration 35Q (56746.220000 sec): 3 clusters
  Score: Raw -570218.243707 + Penalty 2872.293568 = -567345.950139
  nChanged 22
		SP:Iteration 36Q (56746.460000 sec): 3 clusters
  Score: Raw -570225.643881 + Penalty 2872.293568 = -567353.350313
  nChanged 19
		SP:Iteration 37Q (56746.670000 sec): 3 clusters
  Score: Raw -570232.158478 + Penalty 2872.293568 = -567359.864910
  nChanged 8
		SP:Iteration 38Q (56746.920000 sec): 3 clusters
  Score: Raw -570233.323769 + Penalty 2872.293568 = -567361.030201
  nChanged 3
		SP:Iteration 39Q (56747.100000 sec): 3 clusters
  Score: Raw -570234.202023 + Penalty 2872.293568 = -567361.908455
  nChanged 3
		SP:Iteration 40F (56747.300000 sec): 3 clusters
  Score: Raw -570235.654693 + Penalty 2872.293568 = -567363.361125
  nChanged 3
		SP:Iteration 41Q (56747.560000 sec): 3 clusters
  Score: Raw -570236.530917 + Penalty 2872.293568 = -567364.237349
  nChanged 2
		SP:Iteration 42Q (56747.740000 sec): 3 clusters
  Score: Raw -570237.117403 + Penalty 2872.293568 = -567364.823835
  nChanged 2
		SP:Iteration 43Q (56747.950000 sec): 3 clusters
  Score: Raw -570237.472458 + Penalty 2872.293568 = -567365.178890
  nChanged 1
		SP:Iteration 44Q (56748.180000 sec): 3 clusters
  Score: Raw -570237.785917 + Penalty 2872.293568 = -567365.492349
  nChanged 2
		SP:Iteration 45Q (56748.400000 sec): 3 clusters
  Score: Raw -570238.773558 + Penalty 2872.293568 = -567366.479989
  nChanged 4
		SP:Iteration 46Q (56748.630000 sec): 3 clusters
  Score: Raw -570239.809037 + Penalty 2872.293568 = -567367.515469
  nChanged 6
		SP:Iteration 47Q (56748.880000 sec): 3 clusters
  Score: Raw -570240.739400 + Penalty 2872.293568 = -567368.445832
  nChanged 1
		SP:Iteration 48Q (56749.140000 sec): 3 clusters
  Score: Raw -570240.901530 + Penalty 2872.293568 = -567368.607962
  nChanged 1
		SP:Iteration 49Q (56749.420000 sec): 3 clusters
  Score: Raw -570241.059043 + Penalty 2872.293568 = -567368.765475
  nChanged 0
		SP:Iteration 50F (56749.580000 sec): 3 clusters
  Score: Raw -570241.059043 + Penalty 2872.293568 = -567368.765475
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 6 (3747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56749.670000 sec): 2 clusters
  Score: Raw -330504.162496 + Penalty 1337.165505 = -329166.996992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56749.820000 sec): 3 clusters
  Score: Raw -328649.748984 + Penalty 2674.331010 = -325975.417975
  nChanged 1463
		SP:Iteration 1F (56749.960000 sec): 3 clusters
  Score: Raw -329453.552342 + Penalty 2674.331010 = -326779.221332
  nChanged 254
		SP:Iteration 2F (56750.150000 sec): 3 clusters
  Score: Raw -329585.337264 + Penalty 2674.331010 = -326911.006254
  nChanged 182
		SP:Iteration 3Q (56750.360000 sec): 3 clusters
  Score: Raw -329688.448479 + Penalty 2674.331010 = -327014.117469
  nChanged 150
		SP:Iteration 4Q (56750.580000 sec): 3 clusters
  Score: Raw -329780.274929 + Penalty 2674.331010 = -327105.943919
  nChanged 159
		SP:Iteration 5Q (56750.810000 sec): 3 clusters
  Score: Raw -329879.946627 + Penalty 2674.331010 = -327205.615618
  nChanged 188
		SP:Iteration 6F (56751.020000 sec): 3 clusters
  Score: Raw -330035.523024 + Penalty 2674.331010 = -327361.192015
  nChanged 233
		SP:Iteration 7F (56751.240000 sec): 3 clusters
  Score: Raw -330240.870834 + Penalty 2674.331010 = -327566.539825
  nChanged 228
		SP:Iteration 8F (56751.440000 sec): 3 clusters
  Score: Raw -330445.543057 + Penalty 2674.331010 = -327771.212047
  nChanged 187
		SP:Iteration 9Q (56751.580000 sec): 3 clusters
  Score: Raw -330606.691155 + Penalty 2674.331010 = -327932.360145
  nChanged 116
		SP:Iteration 10Q (56751.760000 sec): 3 clusters
  Score: Raw -330702.737565 + Penalty 2674.331010 = -328028.406555
  nChanged 104
		SP:Iteration 11Q (56751.950000 sec): 3 clusters
  Score: Raw -330771.284114 + Penalty 2674.331010 = -328096.953104
  nChanged 71
		SP:Iteration 12Q (56752.160000 sec): 3 clusters
  Score: Raw -330823.288585 + Penalty 2674.331010 = -328148.957575
  nChanged 53
		SP:Iteration 13Q (56752.420000 sec): 3 clusters
  Score: Raw -330854.898043 + Penalty 2674.331010 = -328180.567034
  nChanged 37
		SP:Iteration 14Q (56752.630000 sec): 3 clusters
  Score: Raw -330877.433829 + Penalty 2674.331010 = -328203.102819
  nChanged 25
		SP:Iteration 15Q (56752.810000 sec): 3 clusters
  Score: Raw -330895.972780 + Penalty 2674.331010 = -328221.641771
  nChanged 21
		SP:Iteration 16Q (56753.030000 sec): 3 clusters
  Score: Raw -330909.089582 + Penalty 2674.331010 = -328234.758573
  nChanged 19
		SP:Iteration 17Q (56753.220000 sec): 3 clusters
  Score: Raw -330919.606916 + Penalty 2674.331010 = -328245.275907
  nChanged 17
		SP:Iteration 18Q (56753.380000 sec): 3 clusters
  Score: Raw -330930.025661 + Penalty 2674.331010 = -328255.694651
  nChanged 12
		SP:Iteration 19Q (56753.550000 sec): 3 clusters
  Score: Raw -330937.193114 + Penalty 2674.331010 = -328262.862104
  nChanged 10
		SP:Iteration 20F (56753.800000 sec): 3 clusters
  Score: Raw -330942.040555 + Penalty 2674.331010 = -328267.709545
  nChanged 7
		SP:Iteration 21Q (56753.940000 sec): 3 clusters
  Score: Raw -330944.319600 + Penalty 2674.331010 = -328269.988590
  nChanged 3
		SP:Iteration 22Q (56754.130000 sec): 3 clusters
  Score: Raw -330945.579033 + Penalty 2674.331010 = -328271.248023
  nChanged 1
		SP:Iteration 23Q (56754.250000 sec): 3 clusters
  Score: Raw -330945.869507 + Penalty 2674.331010 = -328271.538497
  nChanged 0
		SP:Iteration 24F (56754.370000 sec): 3 clusters
  Score: Raw -330945.869507 + Penalty 2674.331010 = -328271.538497
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 7 (6823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56754.540000 sec): 2 clusters
  Score: Raw -648766.633318 + Penalty 1434.558862 = -647332.074456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56754.720000 sec): 3 clusters
  Score: Raw -645044.685939 + Penalty 2869.117724 = -642175.568214
  nChanged 2852
		SP:Iteration 1F (56754.920000 sec): 3 clusters
  Score: Raw -646520.004067 + Penalty 2869.117724 = -643650.886342
  nChanged 417
		SP:Iteration 2F (56755.140000 sec): 3 clusters
  Score: Raw -646704.252966 + Penalty 2869.117724 = -643835.135241
  nChanged 335
		SP:Iteration 3Q (56755.370000 sec): 3 clusters
  Score: Raw -646834.434042 + Penalty 2869.117724 = -643965.316318
  nChanged 253
		SP:Iteration 4Q (56755.610000 sec): 3 clusters
  Score: Raw -646929.492883 + Penalty 2869.117724 = -644060.375158
  nChanged 210
		SP:Iteration 5Q (56755.820000 sec): 3 clusters
  Score: Raw -647003.917600 + Penalty 2869.117724 = -644134.799875
  nChanged 210
		SP:Iteration 6Q (56755.990000 sec): 3 clusters
  Score: Raw -647087.632778 + Penalty 2869.117724 = -644218.515053
  nChanged 173
		SP:Iteration 7Q (56756.250000 sec): 3 clusters
  Score: Raw -647144.992251 + Penalty 2869.117724 = -644275.874527
  nChanged 143
		SP:Iteration 8Q (56756.490000 sec): 3 clusters
  Score: Raw -647201.834241 + Penalty 2869.117724 = -644332.716516
  nChanged 172
		SP:Iteration 9Q (56756.660000 sec): 3 clusters
  Score: Raw -647270.986153 + Penalty 2869.117724 = -644401.868429
  nChanged 176
		SP:Iteration 10Q (56756.880000 sec): 3 clusters
  Score: Raw -647347.093536 + Penalty 2869.117724 = -644477.975811
  nChanged 196
		SP:Iteration 11Q (56757.110000 sec): 3 clusters
  Score: Raw -647445.663963 + Penalty 2869.117724 = -644576.546239
  nChanged 226
		SP:Iteration 12Q (56757.370000 sec): 3 clusters
  Score: Raw -647575.333852 + Penalty 2869.117724 = -644706.216127
  nChanged 244
		SP:Iteration 13Q (56757.610000 sec): 3 clusters
  Score: Raw -647738.953219 + Penalty 2869.117724 = -644869.835494
  nChanged 274
		SP:Iteration 14Q (56757.860000 sec): 3 clusters
  Score: Raw -647928.278781 + Penalty 2869.117724 = -645059.161057
  nChanged 262
		SP:Iteration 15Q (56758.070000 sec): 3 clusters
  Score: Raw -648124.814898 + Penalty 2869.117724 = -645255.697173
  nChanged 237
		SP:Iteration 16Q (56758.270000 sec): 3 clusters
  Score: Raw -648309.030024 + Penalty 2869.117724 = -645439.912300
  nChanged 192
		SP:Iteration 17Q (56758.440000 sec): 3 clusters
  Score: Raw -648467.828607 + Penalty 2869.117724 = -645598.710883
  nChanged 157
		SP:Iteration 18Q (56758.650000 sec): 3 clusters
  Score: Raw -648594.327261 + Penalty 2869.117724 = -645725.209537
  nChanged 106
		SP:Iteration 19Q (56758.910000 sec): 3 clusters
  Score: Raw -648693.045983 + Penalty 2869.117724 = -645823.928258
  nChanged 75
		SP:Iteration 20F (56759.140000 sec): 3 clusters
  Score: Raw -648769.622153 + Penalty 2869.117724 = -645900.504429
  nChanged 47
		SP:Iteration 21Q (56759.420000 sec): 3 clusters
  Score: Raw -648813.052282 + Penalty 2869.117724 = -645943.934558
  nChanged 37
		SP:Iteration 22Q (56759.670000 sec): 3 clusters
  Score: Raw -648853.618379 + Penalty 2869.117724 = -645984.500655
  nChanged 27
		SP:Iteration 23Q (56759.900000 sec): 3 clusters
  Score: Raw -648882.213849 + Penalty 2869.117724 = -646013.096125
  nChanged 16
		SP:Iteration 24Q (56760.170000 sec): 3 clusters
  Score: Raw -648900.952732 + Penalty 2869.117724 = -646031.835008
  nChanged 8
		SP:Iteration 25Q (56760.450000 sec): 3 clusters
  Score: Raw -648915.268115 + Penalty 2869.117724 = -646046.150390
  nChanged 7
		SP:Iteration 26Q (56760.680000 sec): 3 clusters
  Score: Raw -648925.728058 + Penalty 2869.117724 = -646056.610334
  nChanged 6
		SP:Iteration 27Q (56760.860000 sec): 3 clusters
  Score: Raw -648934.459502 + Penalty 2869.117724 = -646065.341778
  nChanged 7
		SP:Iteration 28Q (56761.080000 sec): 3 clusters
  Score: Raw -648944.717563 + Penalty 2869.117724 = -646075.599839
  nChanged 10
		SP:Iteration 29Q (56761.280000 sec): 3 clusters
  Score: Raw -648957.696993 + Penalty 2869.117724 = -646088.579268
  nChanged 7
		SP:Iteration 30Q (56761.490000 sec): 3 clusters
  Score: Raw -648969.679785 + Penalty 2869.117724 = -646100.562061
  nChanged 4
		SP:Iteration 31Q (56761.680000 sec): 3 clusters
  Score: Raw -648975.554535 + Penalty 2869.117724 = -646106.436810
  nChanged 1
		SP:Iteration 32Q (56761.850000 sec): 3 clusters
  Score: Raw -648976.944156 + Penalty 2869.117724 = -646107.826431
  nChanged 0
		SP:Iteration 33F (56762.080000 sec): 3 clusters
  Score: Raw -648976.944156 + Penalty 2869.117724 = -646107.826431
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 8 (13993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56762.270000 sec): 2 clusters
  Score: Raw -1194443.019432 + Penalty 1551.275779 = -1192891.743653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56762.520000 sec): 3 clusters
  Score: Raw -1186313.346430 + Penalty 3102.551557 = -1183210.794873
  nChanged 6201
		SP:Iteration 1F (56762.790000 sec): 3 clusters
  Score: Raw -1189730.760341 + Penalty 3102.551557 = -1186628.208784
  nChanged 874
		SP:Iteration 2F (56763.100000 sec): 3 clusters
  Score: Raw -1190169.682336 + Penalty 3102.551557 = -1187067.130779
  nChanged 826
		SP:Iteration 3F (56763.340000 sec): 3 clusters
  Score: Raw -1190611.895338 + Penalty 3102.551557 = -1187509.343781
  nChanged 773
		SP:Iteration 4F (56763.560000 sec): 3 clusters
  Score: Raw -1191090.917196 + Penalty 3102.551557 = -1187988.365639
  nChanged 819
		SP:Iteration 5F (56763.830000 sec): 3 clusters
  Score: Raw -1191666.220356 + Penalty 3102.551557 = -1188563.668799
  nChanged 771
		SP:Iteration 6F (56764.020000 sec): 3 clusters
  Score: Raw -1192264.720096 + Penalty 3102.551557 = -1189162.168539
  nChanged 660
		SP:Iteration 7Q (56764.230000 sec): 3 clusters
  Score: Raw -1192795.484667 + Penalty 3102.551557 = -1189692.933110
  nChanged 548
		SP:Iteration 8Q (56764.490000 sec): 3 clusters
  Score: Raw -1193282.503765 + Penalty 3102.551557 = -1190179.952208
  nChanged 479
		SP:Iteration 9Q (56764.710000 sec): 3 clusters
  Score: Raw -1193702.743027 + Penalty 3102.551557 = -1190600.191470
  nChanged 389
		SP:Iteration 10Q (56764.930000 sec): 3 clusters
  Score: Raw -1193985.756787 + Penalty 3102.551557 = -1190883.205229
  nChanged 291
		SP:Iteration 11Q (56765.210000 sec): 3 clusters
  Score: Raw -1194182.465816 + Penalty 3102.551557 = -1191079.914259
  nChanged 232
		SP:Iteration 12Q (56765.440000 sec): 3 clusters
  Score: Raw -1194338.052316 + Penalty 3102.551557 = -1191235.500759
  nChanged 194
		SP:Iteration 13Q (56765.610000 sec): 3 clusters
  Score: Raw -1194432.255060 + Penalty 3102.551557 = -1191329.703503
  nChanged 149
		SP:Iteration 14Q (56765.850000 sec): 3 clusters
  Score: Raw -1194489.787660 + Penalty 3102.551557 = -1191387.236103
  nChanged 91
		SP:Iteration 15Q (56766.080000 sec): 3 clusters
  Score: Raw -1194517.700423 + Penalty 3102.551557 = -1191415.148866
  nChanged 81
		SP:Iteration 16Q (56766.250000 sec): 3 clusters
  Score: Raw -1194545.889503 + Penalty 3102.551557 = -1191443.337946
  nChanged 73
		SP:Iteration 17Q (56766.500000 sec): 3 clusters
  Score: Raw -1194564.727248 + Penalty 3102.551557 = -1191462.175691
  nChanged 60
		SP:Iteration 18Q (56766.700000 sec): 3 clusters
  Score: Raw -1194582.383501 + Penalty 3102.551557 = -1191479.831943
  nChanged 68
		SP:Iteration 19Q (56766.940000 sec): 3 clusters
  Score: Raw -1194606.096598 + Penalty 3102.551557 = -1191503.545041
  nChanged 75
		SP:Iteration 20F (56767.170000 sec): 3 clusters
  Score: Raw -1194626.933389 + Penalty 3102.551557 = -1191524.381832
  nChanged 55
		SP:Iteration 21Q (56767.450000 sec): 3 clusters
  Score: Raw -1194645.212021 + Penalty 3102.551557 = -1191542.660464
  nChanged 65
		SP:Iteration 22Q (56767.750000 sec): 3 clusters
  Score: Raw -1194673.577055 + Penalty 3102.551557 = -1191571.025498
  nChanged 76
		SP:Iteration 23Q (56768.020000 sec): 3 clusters
  Score: Raw -1194714.009598 + Penalty 3102.551557 = -1191611.458041
  nChanged 81
		SP:Iteration 24Q (56768.350000 sec): 3 clusters
  Score: Raw -1194741.167906 + Penalty 3102.551557 = -1191638.616348
  nChanged 62
		SP:Iteration 25Q (56768.610000 sec): 3 clusters
  Score: Raw -1194761.699781 + Penalty 3102.551557 = -1191659.148224
  nChanged 47
		SP:Iteration 26Q (56768.880000 sec): 3 clusters
  Score: Raw -1194775.643751 + Penalty 3102.551557 = -1191673.092194
  nChanged 41
		SP:Iteration 27Q (56769.140000 sec): 3 clusters
  Score: Raw -1194788.285818 + Penalty 3102.551557 = -1191685.734261
  nChanged 41
		SP:Iteration 28Q (56769.410000 sec): 3 clusters
  Score: Raw -1194797.597585 + Penalty 3102.551557 = -1191695.046027
  nChanged 37
		SP:Iteration 29Q (56769.680000 sec): 3 clusters
  Score: Raw -1194806.353372 + Penalty 3102.551557 = -1191703.801815
  nChanged 35
		SP:Iteration 30Q (56769.940000 sec): 3 clusters
  Score: Raw -1194814.579298 + Penalty 3102.551557 = -1191712.027741
  nChanged 25
		SP:Iteration 31Q (56770.160000 sec): 3 clusters
  Score: Raw -1194820.169050 + Penalty 3102.551557 = -1191717.617493
  nChanged 24
		SP:Iteration 32Q (56770.390000 sec): 3 clusters
  Score: Raw -1194825.613071 + Penalty 3102.551557 = -1191723.061514
  nChanged 26
		SP:Iteration 33Q (56770.590000 sec): 3 clusters
  Score: Raw -1194832.945890 + Penalty 3102.551557 = -1191730.394333
  nChanged 29
		SP:Iteration 34Q (56770.820000 sec): 3 clusters
  Score: Raw -1194839.200098 + Penalty 3102.551557 = -1191736.648541
  nChanged 22
		SP:Iteration 35Q (56771.030000 sec): 3 clusters
  Score: Raw -1194843.047522 + Penalty 3102.551557 = -1191740.495964
  nChanged 17
		SP:Iteration 36Q (56771.230000 sec): 3 clusters
  Score: Raw -1194846.235128 + Penalty 3102.551557 = -1191743.683571
  nChanged 22
		SP:Iteration 37Q (56771.450000 sec): 3 clusters
  Score: Raw -1194849.807611 + Penalty 3102.551557 = -1191747.256054
  nChanged 14
		SP:Iteration 38Q (56771.700000 sec): 3 clusters
  Score: Raw -1194851.480845 + Penalty 3102.551557 = -1191748.929288
  nChanged 10
		SP:Iteration 39Q (56771.910000 sec): 3 clusters
  Score: Raw -1194853.256690 + Penalty 3102.551557 = -1191750.705133
  nChanged 10
		SP:Iteration 40F (56772.200000 sec): 3 clusters
  Score: Raw -1194855.112184 + Penalty 3102.551557 = -1191752.560627
  nChanged 14
		SP:Iteration 41Q (56772.470000 sec): 3 clusters
  Score: Raw -1194857.709332 + Penalty 3102.551557 = -1191755.157774
  nChanged 16
		SP:Iteration 42Q (56772.780000 sec): 3 clusters
  Score: Raw -1194861.274554 + Penalty 3102.551557 = -1191758.722997
  nChanged 18
		SP:Iteration 43Q (56773.030000 sec): 3 clusters
  Score: Raw -1194864.506258 + Penalty 3102.551557 = -1191761.954701
  nChanged 11
		SP:Iteration 44Q (56773.330000 sec): 3 clusters
  Score: Raw -1194866.605972 + Penalty 3102.551557 = -1191764.054415
  nChanged 10
		SP:Iteration 45Q (56773.600000 sec): 3 clusters
  Score: Raw -1194868.138398 + Penalty 3102.551557 = -1191765.586841
  nChanged 8
		SP:Iteration 46Q (56773.880000 sec): 3 clusters
  Score: Raw -1194869.731916 + Penalty 3102.551557 = -1191767.180359
  nChanged 7
		SP:Iteration 47Q (56774.170000 sec): 3 clusters
  Score: Raw -1194870.624111 + Penalty 3102.551557 = -1191768.072554
  nChanged 5
		SP:Iteration 48Q (56774.400000 sec): 3 clusters
  Score: Raw -1194871.797076 + Penalty 3102.551557 = -1191769.245519
  nChanged 9
		SP:Iteration 49Q (56774.600000 sec): 3 clusters
  Score: Raw -1194873.029227 + Penalty 3102.551557 = -1191770.477670
  nChanged 5
		SP:Iteration 50Q (56774.840000 sec): 3 clusters
  Score: Raw -1194873.913251 + Penalty 3102.551557 = -1191771.361694
  nChanged 9
		SP:Iteration 51Q (56775.070000 sec): 3 clusters
  Score: Raw -1194875.407806 + Penalty 3102.551557 = -1191772.856249
  nChanged 8
		SP:Iteration 52Q (56775.250000 sec): 3 clusters
  Score: Raw -1194876.985391 + Penalty 3102.551557 = -1191774.433834
  nChanged 10
		SP:Iteration 53Q (56775.520000 sec): 3 clusters
  Score: Raw -1194878.763662 + Penalty 3102.551557 = -1191776.212105
  nChanged 6
		SP:Iteration 54Q (56775.810000 sec): 3 clusters
  Score: Raw -1194879.461382 + Penalty 3102.551557 = -1191776.909824
  nChanged 1
		SP:Iteration 55Q (56776.050000 sec): 3 clusters
  Score: Raw -1194879.560552 + Penalty 3102.551557 = -1191777.008995
  nChanged 1
		SP:Iteration 56Q (56776.290000 sec): 3 clusters
  Score: Raw -1194879.685145 + Penalty 3102.551557 = -1191777.133588
  nChanged 1
		SP:Iteration 57Q (56776.530000 sec): 3 clusters
  Score: Raw -1194880.258644 + Penalty 3102.551557 = -1191777.707087
  nChanged 5
		SP:Iteration 58Q (56776.780000 sec): 3 clusters
  Score: Raw -1194881.557237 + Penalty 3102.551557 = -1191779.005680
  nChanged 7
		SP:Iteration 59Q (56777.030000 sec): 3 clusters
  Score: Raw -1194882.536322 + Penalty 3102.551557 = -1191779.984765
  nChanged 8
		SP:Iteration 60F (56777.240000 sec): 3 clusters
  Score: Raw -1194884.243095 + Penalty 3102.551557 = -1191781.691538
  nChanged 5
		SP:Iteration 61Q (56777.500000 sec): 3 clusters
  Score: Raw -1194885.296865 + Penalty 3102.551557 = -1191782.745308
  nChanged 6
		SP:Iteration 62Q (56777.820000 sec): 3 clusters
  Score: Raw -1194886.849799 + Penalty 3102.551557 = -1191784.298242
  nChanged 5
		SP:Iteration 63Q (56778.030000 sec): 3 clusters
  Score: Raw -1194887.603006 + Penalty 3102.551557 = -1191785.051449
  nChanged 4
		SP:Iteration 64Q (56778.270000 sec): 3 clusters
  Score: Raw -1194888.278523 + Penalty 3102.551557 = -1191785.726965
  nChanged 3
		SP:Iteration 65Q (56778.490000 sec): 3 clusters
  Score: Raw -1194888.802457 + Penalty 3102.551557 = -1191786.250900
  nChanged 6
		SP:Iteration 66Q (56778.700000 sec): 3 clusters
  Score: Raw -1194889.817508 + Penalty 3102.551557 = -1191787.265951
  nChanged 5
		SP:Iteration 67Q (56778.990000 sec): 3 clusters
  Score: Raw -1194890.600943 + Penalty 3102.551557 = -1191788.049385
  nChanged 4
		SP:Iteration 68Q (56779.280000 sec): 3 clusters
  Score: Raw -1194891.213979 + Penalty 3102.551557 = -1191788.662422
  nChanged 3
		SP:Iteration 69Q (56779.550000 sec): 3 clusters
  Score: Raw -1194891.557772 + Penalty 3102.551557 = -1191789.006215
  nChanged 2
		SP:Iteration 70Q (56779.870000 sec): 3 clusters
  Score: Raw -1194891.838518 + Penalty 3102.551557 = -1191789.286961
  nChanged 3
		SP:Iteration 71Q (56780.150000 sec): 3 clusters
  Score: Raw -1194892.422318 + Penalty 3102.551557 = -1191789.870760
  nChanged 0
		SP:Iteration 72F (56780.400000 sec): 3 clusters
  Score: Raw -1194892.422318 + Penalty 3102.551557 = -1191789.870760
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 9 (23650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56780.570000 sec): 2 clusters
  Score: Raw -2067468.613882 + Penalty 1636.556739 = -2065832.057143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56780.940000 sec): 3 clusters
  Score: Raw -2053107.483177 + Penalty 3273.113478 = -2049834.369699
  nChanged 10723
		SP:Iteration 1F (56781.270000 sec): 3 clusters
  Score: Raw -2059093.720169 + Penalty 3273.113478 = -2055820.606691
  nChanged 1300
		SP:Iteration 2F (56781.590000 sec): 3 clusters
  Score: Raw -2059674.710809 + Penalty 3273.113478 = -2056401.597331
  nChanged 1261
		SP:Iteration 3F (56781.910000 sec): 3 clusters
  Score: Raw -2060317.534788 + Penalty 3273.113478 = -2057044.421310
  nChanged 1302
		SP:Iteration 4F (56782.290000 sec): 3 clusters
  Score: Raw -2061019.864747 + Penalty 3273.113478 = -2057746.751269
  nChanged 1329
		SP:Iteration 5F (56782.600000 sec): 3 clusters
  Score: Raw -2061716.819294 + Penalty 3273.113478 = -2058443.705816
  nChanged 1194
		SP:Iteration 6F (56782.970000 sec): 3 clusters
  Score: Raw -2062345.271447 + Penalty 3273.113478 = -2059072.157969
  nChanged 1103
		SP:Iteration 7Q (56783.330000 sec): 3 clusters
  Score: Raw -2062926.611863 + Penalty 3273.113478 = -2059653.498385
  nChanged 1086
		SP:Iteration 8Q (56783.670000 sec): 3 clusters
  Score: Raw -2063547.415679 + Penalty 3273.113478 = -2060274.302201
  nChanged 1039
		SP:Iteration 9Q (56783.950000 sec): 3 clusters
  Score: Raw -2064117.168115 + Penalty 3273.113478 = -2060844.054637
  nChanged 989
		SP:Iteration 10Q (56784.210000 sec): 3 clusters
  Score: Raw -2064680.867710 + Penalty 3273.113478 = -2061407.754232
  nChanged 976
		SP:Iteration 11Q (56784.530000 sec): 3 clusters
  Score: Raw -2065240.248531 + Penalty 3273.113478 = -2061967.135053
  nChanged 865
		SP:Iteration 12Q (56784.840000 sec): 3 clusters
  Score: Raw -2065739.031681 + Penalty 3273.113478 = -2062465.918203
  nChanged 790
		SP:Iteration 13Q (56785.150000 sec): 3 clusters
  Score: Raw -2066214.747396 + Penalty 3273.113478 = -2062941.633918
  nChanged 648
		SP:Iteration 14Q (56785.430000 sec): 3 clusters
  Score: Raw -2066603.843085 + Penalty 3273.113478 = -2063330.729607
  nChanged 520
		SP:Iteration 15Q (56785.700000 sec): 3 clusters
  Score: Raw -2066923.961963 + Penalty 3273.113478 = -2063650.848485
  nChanged 390
		SP:Iteration 16Q (56786.020000 sec): 3 clusters
  Score: Raw -2067182.031655 + Penalty 3273.113478 = -2063908.918177
  nChanged 274
		SP:Iteration 17Q (56786.310000 sec): 3 clusters
  Score: Raw -2067405.994553 + Penalty 3273.113478 = -2064132.881074
  nChanged 215
		SP:Iteration 18Q (56786.670000 sec): 3 clusters
  Score: Raw -2067599.549711 + Penalty 3273.113478 = -2064326.436233
  nChanged 142
		SP:Iteration 19Q (56787.030000 sec): 3 clusters
  Score: Raw -2067739.945985 + Penalty 3273.113478 = -2064466.832507
  nChanged 93
		SP:Iteration 20F (56787.280000 sec): 3 clusters
  Score: Raw -2067810.273438 + Penalty 3273.113478 = -2064537.159960
  nChanged 62
		SP:Iteration 21Q (56787.600000 sec): 3 clusters
  Score: Raw -2067848.819076 + Penalty 3273.113478 = -2064575.705598
  nChanged 43
		SP:Iteration 22Q (56788.020000 sec): 3 clusters
  Score: Raw -2067870.596160 + Penalty 3273.113478 = -2064597.482682
  nChanged 31
		SP:Iteration 23Q (56788.240000 sec): 3 clusters
  Score: Raw -2067882.554848 + Penalty 3273.113478 = -2064609.441370
  nChanged 19
		SP:Iteration 24Q (56788.520000 sec): 3 clusters
  Score: Raw -2067888.474362 + Penalty 3273.113478 = -2064615.360884
  nChanged 11
		SP:Iteration 25Q (56788.810000 sec): 3 clusters
  Score: Raw -2067891.906351 + Penalty 3273.113478 = -2064618.792873
  nChanged 7
		SP:Iteration 26Q (56789.090000 sec): 3 clusters
  Score: Raw -2067893.970804 + Penalty 3273.113478 = -2064620.857326
  nChanged 5
		SP:Iteration 27Q (56789.380000 sec): 3 clusters
  Score: Raw -2067896.242482 + Penalty 3273.113478 = -2064623.129004
  nChanged 7
		SP:Iteration 28Q (56789.650000 sec): 3 clusters
  Score: Raw -2067898.287659 + Penalty 3273.113478 = -2064625.174181
  nChanged 5
		SP:Iteration 29Q (56789.940000 sec): 3 clusters
  Score: Raw -2067900.117676 + Penalty 3273.113478 = -2064627.004198
  nChanged 9
		SP:Iteration 30Q (56790.240000 sec): 3 clusters
  Score: Raw -2067903.351527 + Penalty 3273.113478 = -2064630.238049
  nChanged 5
		SP:Iteration 31Q (56790.510000 sec): 3 clusters
  Score: Raw -2067905.200186 + Penalty 3273.113478 = -2064632.086708
  nChanged 3
		SP:Iteration 32Q (56790.810000 sec): 3 clusters
  Score: Raw -2067905.889583 + Penalty 3273.113478 = -2064632.776105
  nChanged 2
		SP:Iteration 33Q (56791.070000 sec): 3 clusters
  Score: Raw -2067906.270261 + Penalty 3273.113478 = -2064633.156783
  nChanged 3
		SP:Iteration 34Q (56791.380000 sec): 3 clusters
  Score: Raw -2067907.186276 + Penalty 3273.113478 = -2064634.072798
  nChanged 3
		SP:Iteration 35Q (56791.720000 sec): 3 clusters
  Score: Raw -2067907.963169 + Penalty 3273.113478 = -2064634.849691
  nChanged 2
		SP:Iteration 36Q (56791.980000 sec): 3 clusters
  Score: Raw -2067908.817734 + Penalty 3273.113478 = -2064635.704256
  nChanged 3
		SP:Iteration 37Q (56792.290000 sec): 3 clusters
  Score: Raw -2067910.062303 + Penalty 3273.113478 = -2064636.948825
  nChanged 4
		SP:Iteration 38Q (56792.620000 sec): 3 clusters
  Score: Raw -2067911.086499 + Penalty 3273.113478 = -2064637.973021
  nChanged 4
		SP:Iteration 39Q (56792.840000 sec): 3 clusters
  Score: Raw -2067913.062160 + Penalty 3273.113478 = -2064639.948682
  nChanged 2
		SP:Iteration 40F (56793.110000 sec): 3 clusters
  Score: Raw -2067913.718980 + Penalty 3273.113478 = -2064640.605502
  nChanged 1
		SP:Iteration 41Q (56793.380000 sec): 3 clusters
  Score: Raw -2067914.264589 + Penalty 3273.113478 = -2064641.151111
  nChanged 1
		SP:Iteration 42Q (56793.740000 sec): 3 clusters
  Score: Raw -2067914.572224 + Penalty 3273.113478 = -2064641.458746
  nChanged 1
		SP:Iteration 43Q (56794.140000 sec): 3 clusters
  Score: Raw -2067914.777551 + Penalty 3273.113478 = -2064641.664073
  nChanged 0
		SP:Iteration 44F (56794.370000 sec): 3 clusters
  Score: Raw -2067914.777551 + Penalty 3273.113478 = -2064641.664073
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 10 (16484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56794.560000 sec): 2 clusters
  Score: Raw -1430301.065268 + Penalty 1577.898643 = -1428723.166625
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56794.870000 sec): 3 clusters
  Score: Raw -1420515.993425 + Penalty 3155.797285 = -1417360.196140
  nChanged 7303
		SP:Iteration 1F (56795.120000 sec): 3 clusters
  Score: Raw -1424521.059759 + Penalty 3155.797285 = -1421365.262474
  nChanged 865
		SP:Iteration 2F (56795.360000 sec): 3 clusters
  Score: Raw -1424915.422900 + Penalty 3155.797285 = -1421759.625615
  nChanged 905
		SP:Iteration 3F (56795.650000 sec): 3 clusters
  Score: Raw -1425396.908040 + Penalty 3155.797285 = -1422241.110755
  nChanged 1017
		SP:Iteration 4F (56795.860000 sec): 3 clusters
  Score: Raw -1425991.399893 + Penalty 3155.797285 = -1422835.602608
  nChanged 1020
		SP:Iteration 5F (56796.120000 sec): 3 clusters
  Score: Raw -1426637.083162 + Penalty 3155.797285 = -1423481.285877
  nChanged 1018
		SP:Iteration 6F (56796.390000 sec): 3 clusters
  Score: Raw -1427254.936545 + Penalty 3155.797285 = -1424099.139260
  nChanged 933
		SP:Iteration 7F (56796.620000 sec): 3 clusters
  Score: Raw -1427766.730168 + Penalty 3155.797285 = -1424610.932883
  nChanged 732
		SP:Iteration 8Q (56796.890000 sec): 3 clusters
  Score: Raw -1428101.194131 + Penalty 3155.797285 = -1424945.396846
  nChanged 596
		SP:Iteration 9Q (56797.150000 sec): 3 clusters
  Score: Raw -1428346.307532 + Penalty 3155.797285 = -1425190.510247
  nChanged 482
		SP:Iteration 10Q (56797.430000 sec): 3 clusters
  Score: Raw -1428538.231509 + Penalty 3155.797285 = -1425382.434224
  nChanged 436
		SP:Iteration 11Q (56797.690000 sec): 3 clusters
  Score: Raw -1428700.102126 + Penalty 3155.797285 = -1425544.304841
  nChanged 394
		SP:Iteration 12Q (56797.960000 sec): 3 clusters
  Score: Raw -1428838.182736 + Penalty 3155.797285 = -1425682.385451
  nChanged 333
		SP:Iteration 13Q (56798.230000 sec): 3 clusters
  Score: Raw -1428957.146999 + Penalty 3155.797285 = -1425801.349714
  nChanged 383
		SP:Iteration 14Q (56798.490000 sec): 3 clusters
  Score: Raw -1429101.792147 + Penalty 3155.797285 = -1425945.994862
  nChanged 399
		SP:Iteration 15Q (56798.760000 sec): 3 clusters
  Score: Raw -1429249.394337 + Penalty 3155.797285 = -1426093.597052
  nChanged 397
		SP:Iteration 16Q (56799.030000 sec): 3 clusters
  Score: Raw -1429394.115740 + Penalty 3155.797285 = -1426238.318455
  nChanged 384
		SP:Iteration 17Q (56799.290000 sec): 3 clusters
  Score: Raw -1429527.337692 + Penalty 3155.797285 = -1426371.540407
  nChanged 341
		SP:Iteration 18Q (56799.520000 sec): 3 clusters
  Score: Raw -1429637.261693 + Penalty 3155.797285 = -1426481.464408
  nChanged 333
		SP:Iteration 19Q (56799.740000 sec): 3 clusters
  Score: Raw -1429742.434623 + Penalty 3155.797285 = -1426586.637338
  nChanged 295
		SP:Iteration 20F (56800.030000 sec): 3 clusters
  Score: Raw -1429836.868105 + Penalty 3155.797285 = -1426681.070820
  nChanged 295
		SP:Iteration 21Q (56800.310000 sec): 3 clusters
  Score: Raw -1429926.742855 + Penalty 3155.797285 = -1426770.945570
  nChanged 255
		SP:Iteration 22Q (56800.590000 sec): 3 clusters
  Score: Raw -1429999.227771 + Penalty 3155.797285 = -1426843.430486
  nChanged 241
		SP:Iteration 23Q (56800.850000 sec): 3 clusters
  Score: Raw -1430071.535207 + Penalty 3155.797285 = -1426915.737922
  nChanged 242
		SP:Iteration 24Q (56801.170000 sec): 3 clusters
  Score: Raw -1430148.000160 + Penalty 3155.797285 = -1426992.202875
  nChanged 241
		SP:Iteration 25Q (56801.470000 sec): 3 clusters
  Score: Raw -1430225.288208 + Penalty 3155.797285 = -1427069.490923
  nChanged 218
		SP:Iteration 26Q (56801.770000 sec): 3 clusters
  Score: Raw -1430293.310484 + Penalty 3155.797285 = -1427137.513199
  nChanged 202
		SP:Iteration 27Q (56802.030000 sec): 3 clusters
  Score: Raw -1430354.791384 + Penalty 3155.797285 = -1427198.994098
  nChanged 172
		SP:Iteration 28Q (56802.320000 sec): 3 clusters
  Score: Raw -1430411.411146 + Penalty 3155.797285 = -1427255.613861
  nChanged 171
		SP:Iteration 29Q (56802.590000 sec): 3 clusters
  Score: Raw -1430465.634072 + Penalty 3155.797285 = -1427309.836787
  nChanged 155
		SP:Iteration 30Q (56802.900000 sec): 3 clusters
  Score: Raw -1430507.015214 + Penalty 3155.797285 = -1427351.217929
  nChanged 99
		SP:Iteration 31Q (56803.150000 sec): 3 clusters
  Score: Raw -1430530.415439 + Penalty 3155.797285 = -1427374.618154
  nChanged 95
		SP:Iteration 32Q (56803.430000 sec): 3 clusters
  Score: Raw -1430553.679655 + Penalty 3155.797285 = -1427397.882369
  nChanged 75
		SP:Iteration 33Q (56803.740000 sec): 3 clusters
  Score: Raw -1430573.938105 + Penalty 3155.797285 = -1427418.140820
  nChanged 88
		SP:Iteration 34Q (56804.030000 sec): 3 clusters
  Score: Raw -1430600.262679 + Penalty 3155.797285 = -1427444.465393
  nChanged 87
		SP:Iteration 35Q (56804.330000 sec): 3 clusters
  Score: Raw -1430624.259473 + Penalty 3155.797285 = -1427468.462188
  nChanged 82
		SP:Iteration 36Q (56804.610000 sec): 3 clusters
  Score: Raw -1430650.328201 + Penalty 3155.797285 = -1427494.530916
  nChanged 74
		SP:Iteration 37Q (56804.820000 sec): 3 clusters
  Score: Raw -1430671.372759 + Penalty 3155.797285 = -1427515.575474
  nChanged 65
		SP:Iteration 38Q (56805.080000 sec): 3 clusters
  Score: Raw -1430688.628027 + Penalty 3155.797285 = -1427532.830742
  nChanged 81
		SP:Iteration 39Q (56805.420000 sec): 3 clusters
  Score: Raw -1430711.158481 + Penalty 3155.797285 = -1427555.361196
  nChanged 65
		SP:Iteration 40F (56805.690000 sec): 3 clusters
  Score: Raw -1430728.922531 + Penalty 3155.797285 = -1427573.125246
  nChanged 51
		SP:Iteration 41Q (56806.020000 sec): 3 clusters
  Score: Raw -1430742.413118 + Penalty 3155.797285 = -1427586.615833
  nChanged 52
		SP:Iteration 42Q (56806.260000 sec): 3 clusters
  Score: Raw -1430755.477281 + Penalty 3155.797285 = -1427599.679996
  nChanged 40
		SP:Iteration 43Q (56806.540000 sec): 3 clusters
  Score: Raw -1430766.328761 + Penalty 3155.797285 = -1427610.531476
  nChanged 37
		SP:Iteration 44Q (56806.810000 sec): 3 clusters
  Score: Raw -1430776.870072 + Penalty 3155.797285 = -1427621.072787
  nChanged 29
		SP:Iteration 45Q (56807.070000 sec): 3 clusters
  Score: Raw -1430785.184874 + Penalty 3155.797285 = -1427629.387589
  nChanged 32
		SP:Iteration 46Q (56807.390000 sec): 3 clusters
  Score: Raw -1430794.129466 + Penalty 3155.797285 = -1427638.332181
  nChanged 35
		SP:Iteration 47Q (56807.770000 sec): 3 clusters
  Score: Raw -1430802.011310 + Penalty 3155.797285 = -1427646.214025
  nChanged 28
		SP:Iteration 48Q (56808.050000 sec): 3 clusters
  Score: Raw -1430808.480267 + Penalty 3155.797285 = -1427652.682982
  nChanged 26
		SP:Iteration 49Q (56808.250000 sec): 3 clusters
  Score: Raw -1430815.091034 + Penalty 3155.797285 = -1427659.293749
  nChanged 29
		SP:Iteration 50Q (56808.550000 sec): 3 clusters
  Score: Raw -1430822.063612 + Penalty 3155.797285 = -1427666.266327
  nChanged 17
		SP:Iteration 51Q (56808.820000 sec): 3 clusters
  Score: Raw -1430827.327746 + Penalty 3155.797285 = -1427671.530461
  nChanged 24
		SP:Iteration 52Q (56809.160000 sec): 3 clusters
  Score: Raw -1430832.664022 + Penalty 3155.797285 = -1427676.866737
  nChanged 11
		SP:Iteration 53Q (56809.370000 sec): 3 clusters
  Score: Raw -1430834.794751 + Penalty 3155.797285 = -1427678.997466
  nChanged 6
		SP:Iteration 54Q (56809.640000 sec): 3 clusters
  Score: Raw -1430835.961329 + Penalty 3155.797285 = -1427680.164044
  nChanged 8
		SP:Iteration 55Q (56809.940000 sec): 3 clusters
  Score: Raw -1430837.690279 + Penalty 3155.797285 = -1427681.892994
  nChanged 9
		SP:Iteration 56Q (56810.190000 sec): 3 clusters
  Score: Raw -1430840.016950 + Penalty 3155.797285 = -1427684.219665
  nChanged 11
		SP:Iteration 57Q (56810.440000 sec): 3 clusters
  Score: Raw -1430842.212421 + Penalty 3155.797285 = -1427686.415136
  nChanged 7
		SP:Iteration 58Q (56810.790000 sec): 3 clusters
  Score: Raw -1430843.611852 + Penalty 3155.797285 = -1427687.814567
  nChanged 5
		SP:Iteration 59Q (56811.040000 sec): 3 clusters
  Score: Raw -1430844.808196 + Penalty 3155.797285 = -1427689.010911
  nChanged 2
		SP:Iteration 60F (56811.340000 sec): 3 clusters
  Score: Raw -1430845.202613 + Penalty 3155.797285 = -1427689.405328
  nChanged 1
		SP:Iteration 61Q (56811.650000 sec): 3 clusters
  Score: Raw -1430845.324044 + Penalty 3155.797285 = -1427689.526759
  nChanged 0
		SP:Iteration 62F (56811.960000 sec): 3 clusters
  Score: Raw -1430845.324044 + Penalty 3155.797285 = -1427689.526759
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 11 (81544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56812.480000 sec): 2 clusters
  Score: Raw -7271235.650267 + Penalty 1837.695930 = -7269397.954337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56813.200000 sec): 3 clusters
  Score: Raw -7218506.920997 + Penalty 3675.391860 = -7214831.529137
  nChanged 38853
		SP:Iteration 1F (56813.860000 sec): 3 clusters
  Score: Raw -7242062.855697 + Penalty 3675.391860 = -7238387.463837
  nChanged 5059
		SP:Iteration 2F (56814.600000 sec): 3 clusters
  Score: Raw -7245001.170178 + Penalty 3675.391860 = -7241325.778318
  nChanged 6278
		SP:Iteration 3F (56815.250000 sec): 3 clusters
  Score: Raw -7249444.080608 + Penalty 3675.391860 = -7245768.688748
  nChanged 6895
		SP:Iteration 4F (56815.830000 sec): 3 clusters
  Score: Raw -7254344.793401 + Penalty 3675.391860 = -7250669.401541
  nChanged 6110
		SP:Iteration 5F (56816.470000 sec): 3 clusters
  Score: Raw -7257987.868805 + Penalty 3675.391860 = -7254312.476945
  nChanged 4484
		SP:Iteration 6F (56817.040000 sec): 3 clusters
  Score: Raw -7259926.235164 + Penalty 3675.391860 = -7256250.843304
  nChanged 2922
		SP:Iteration 7Q (56817.690000 sec): 3 clusters
  Score: Raw -7260751.482221 + Penalty 3675.391860 = -7257076.090361
  nChanged 1854
		SP:Iteration 8Q (56818.330000 sec): 3 clusters
  Score: Raw -7261102.981406 + Penalty 3675.391860 = -7257427.589546
  nChanged 1210
		SP:Iteration 9Q (56819.030000 sec): 3 clusters
  Score: Raw -7261258.984682 + Penalty 3675.391860 = -7257583.592822
  nChanged 747
		SP:Iteration 10Q (56819.710000 sec): 3 clusters
  Score: Raw -7261326.329779 + Penalty 3675.391860 = -7257650.937919
  nChanged 523
		SP:Iteration 11Q (56820.370000 sec): 3 clusters
  Score: Raw -7261361.938698 + Penalty 3675.391860 = -7257686.546838
  nChanged 358
		SP:Iteration 12Q (56820.960000 sec): 3 clusters
  Score: Raw -7261381.201827 + Penalty 3675.391860 = -7257705.809967
  nChanged 258
		SP:Iteration 13Q (56821.660000 sec): 3 clusters
  Score: Raw -7261392.096456 + Penalty 3675.391860 = -7257716.704596
  nChanged 180
		SP:Iteration 14Q (56822.430000 sec): 3 clusters
  Score: Raw -7261398.118923 + Penalty 3675.391860 = -7257722.727063
  nChanged 121
		SP:Iteration 15Q (56823.140000 sec): 3 clusters
  Score: Raw -7261401.407647 + Penalty 3675.391860 = -7257726.015787
  nChanged 93
		SP:Iteration 16Q (56823.830000 sec): 3 clusters
  Score: Raw -7261403.648049 + Penalty 3675.391860 = -7257728.256189
  nChanged 78
		SP:Iteration 17Q (56824.470000 sec): 3 clusters
  Score: Raw -7261405.462880 + Penalty 3675.391860 = -7257730.071020
  nChanged 61
		SP:Iteration 18Q (56825.150000 sec): 3 clusters
  Score: Raw -7261406.672730 + Penalty 3675.391860 = -7257731.280870
  nChanged 41
		SP:Iteration 19Q (56825.830000 sec): 3 clusters
  Score: Raw -7261407.369092 + Penalty 3675.391860 = -7257731.977232
  nChanged 36
		SP:Iteration 20F (56826.450000 sec): 3 clusters
  Score: Raw -7261407.905456 + Penalty 3675.391860 = -7257732.513596
  nChanged 33
		SP:Iteration 21Q (56827.080000 sec): 3 clusters
  Score: Raw -7261408.519665 + Penalty 3675.391860 = -7257733.127804
  nChanged 43
		SP:Iteration 22Q (56827.720000 sec): 3 clusters
  Score: Raw -7261409.236414 + Penalty 3675.391860 = -7257733.844554
  nChanged 32
		SP:Iteration 23Q (56828.420000 sec): 3 clusters
  Score: Raw -7261409.712431 + Penalty 3675.391860 = -7257734.320571
  nChanged 25
		SP:Iteration 24Q (56829.100000 sec): 3 clusters
  Score: Raw -7261410.025814 + Penalty 3675.391860 = -7257734.633954
  nChanged 19
		SP:Iteration 25Q (56829.780000 sec): 3 clusters
  Score: Raw -7261410.338101 + Penalty 3675.391860 = -7257734.946241
  nChanged 27
		SP:Iteration 26Q (56830.430000 sec): 3 clusters
  Score: Raw -7261410.791612 + Penalty 3675.391860 = -7257735.399752
  nChanged 24
		SP:Iteration 27Q (56831.090000 sec): 3 clusters
  Score: Raw -7261411.117349 + Penalty 3675.391860 = -7257735.725489
  nChanged 17
		SP:Iteration 28Q (56831.770000 sec): 3 clusters
  Score: Raw -7261411.335091 + Penalty 3675.391860 = -7257735.943231
  nChanged 16
		SP:Iteration 29Q (56832.500000 sec): 3 clusters
  Score: Raw -7261411.556922 + Penalty 3675.391860 = -7257736.165062
  nChanged 17
		SP:Iteration 30Q (56833.250000 sec): 3 clusters
  Score: Raw -7261411.914132 + Penalty 3675.391860 = -7257736.522272
  nChanged 26
		SP:Iteration 31Q (56833.940000 sec): 3 clusters
  Score: Raw -7261412.306111 + Penalty 3675.391860 = -7257736.914250
  nChanged 26
		SP:Iteration 32Q (56834.660000 sec): 3 clusters
  Score: Raw -7261412.719731 + Penalty 3675.391860 = -7257737.327871
  nChanged 27
		SP:Iteration 33Q (56835.350000 sec): 3 clusters
  Score: Raw -7261413.096318 + Penalty 3675.391860 = -7257737.704458
  nChanged 17
		SP:Iteration 34Q (56836.030000 sec): 3 clusters
  Score: Raw -7261413.325337 + Penalty 3675.391860 = -7257737.933477
  nChanged 21
		SP:Iteration 35Q (56836.860000 sec): 3 clusters
  Score: Raw -7261413.594426 + Penalty 3675.391860 = -7257738.202566
  nChanged 18
		SP:Iteration 36Q (56837.480000 sec): 3 clusters
  Score: Raw -7261413.940573 + Penalty 3675.391860 = -7257738.548713
  nChanged 27
		SP:Iteration 37Q (56838.180000 sec): 3 clusters
  Score: Raw -7261414.366113 + Penalty 3675.391860 = -7257738.974253
  nChanged 28
		SP:Iteration 38Q (56838.920000 sec): 3 clusters
  Score: Raw -7261414.754523 + Penalty 3675.391860 = -7257739.362663
  nChanged 29
		SP:Iteration 39Q (56839.630000 sec): 3 clusters
  Score: Raw -7261415.107729 + Penalty 3675.391860 = -7257739.715869
  nChanged 23
		SP:Iteration 40F (56840.270000 sec): 3 clusters
  Score: Raw -7261415.374048 + Penalty 3675.391860 = -7257739.982188
  nChanged 21
		SP:Iteration 41Q (56840.950000 sec): 3 clusters
  Score: Raw -7261415.728496 + Penalty 3675.391860 = -7257740.336636
  nChanged 26
		SP:Iteration 42Q (56841.660000 sec): 3 clusters
  Score: Raw -7261416.182046 + Penalty 3675.391860 = -7257740.790185
  nChanged 29
		SP:Iteration 43Q (56842.380000 sec): 3 clusters
  Score: Raw -7261416.642908 + Penalty 3675.391860 = -7257741.251048
  nChanged 34
		SP:Iteration 44Q (56843.100000 sec): 3 clusters
  Score: Raw -7261417.294388 + Penalty 3675.391860 = -7257741.902528
  nChanged 42
		SP:Iteration 45Q (56843.760000 sec): 3 clusters
  Score: Raw -7261418.137228 + Penalty 3675.391860 = -7257742.745368
  nChanged 44
		SP:Iteration 46Q (56844.450000 sec): 3 clusters
  Score: Raw -7261418.980460 + Penalty 3675.391860 = -7257743.588600
  nChanged 49
		SP:Iteration 47Q (56845.130000 sec): 3 clusters
  Score: Raw -7261419.964522 + Penalty 3675.391860 = -7257744.572662
  nChanged 58
		SP:Iteration 48Q (56845.780000 sec): 3 clusters
  Score: Raw -7261421.352358 + Penalty 3675.391860 = -7257745.960497
  nChanged 72
		SP:Iteration 49Q (56846.500000 sec): 3 clusters
  Score: Raw -7261423.122658 + Penalty 3675.391860 = -7257747.730798
  nChanged 79
		SP:Iteration 50Q (56847.210000 sec): 3 clusters
  Score: Raw -7261425.434417 + Penalty 3675.391860 = -7257750.042557
  nChanged 102
		SP:Iteration 51Q (56847.910000 sec): 3 clusters
  Score: Raw -7261428.560076 + Penalty 3675.391860 = -7257753.168216
  nChanged 111
		SP:Iteration 52Q (56848.610000 sec): 3 clusters
  Score: Raw -7261432.121309 + Penalty 3675.391860 = -7257756.729449
  nChanged 131
		SP:Iteration 53Q (56849.230000 sec): 3 clusters
  Score: Raw -7261436.754603 + Penalty 3675.391860 = -7257761.362743
  nChanged 155
		SP:Iteration 54Q (56849.870000 sec): 3 clusters
  Score: Raw -7261442.843912 + Penalty 3675.391860 = -7257767.452052
  nChanged 183
		SP:Iteration 55Q (56850.600000 sec): 3 clusters
  Score: Raw -7261451.325567 + Penalty 3675.391860 = -7257775.933707
  nChanged 237
		SP:Iteration 56Q (56851.190000 sec): 3 clusters
  Score: Raw -7261463.766012 + Penalty 3675.391860 = -7257788.374152
  nChanged 262
		SP:Iteration 57Q (56851.870000 sec): 3 clusters
  Score: Raw -7261478.303716 + Penalty 3675.391860 = -7257802.911856
  nChanged 282
		SP:Iteration 58Q (56852.520000 sec): 3 clusters
  Score: Raw -7261496.512825 + Penalty 3675.391860 = -7257821.120965
  nChanged 351
		SP:Iteration 59Q (56853.200000 sec): 3 clusters
  Score: Raw -7261522.876385 + Penalty 3675.391860 = -7257847.484525
  nChanged 436
		SP:Iteration 60F (56853.850000 sec): 3 clusters
  Score: Raw -7261560.764514 + Penalty 3675.391860 = -7257885.372654
  nChanged 535
		SP:Iteration 61Q (56854.420000 sec): 3 clusters
  Score: Raw -7261608.621663 + Penalty 3675.391860 = -7257933.229803
  nChanged 554
		SP:Iteration 62Q (56855.040000 sec): 3 clusters
  Score: Raw -7261663.537202 + Penalty 3675.391860 = -7257988.145342
  nChanged 651
		SP:Iteration 63Q (56855.820000 sec): 3 clusters
  Score: Raw -7261739.147984 + Penalty 3675.391860 = -7258063.756124
  nChanged 791
		SP:Iteration 64Q (56856.550000 sec): 3 clusters
  Score: Raw -7261837.581465 + Penalty 3675.391860 = -7258162.189605
  nChanged 867
		SP:Iteration 65Q (56857.270000 sec): 3 clusters
  Score: Raw -7261958.979807 + Penalty 3675.391860 = -7258283.587947
  nChanged 1031
		SP:Iteration 66Q (56858.030000 sec): 3 clusters
  Score: Raw -7262122.937122 + Penalty 3675.391860 = -7258447.545262
  nChanged 1178
		SP:Iteration 67Q (56858.810000 sec): 3 clusters
  Score: Raw -7262324.764003 + Penalty 3675.391860 = -7258649.372143
  nChanged 1303
		SP:Iteration 68Q (56859.530000 sec): 3 clusters
  Score: Raw -7262578.405970 + Penalty 3675.391860 = -7258903.014110
  nChanged 1494
		SP:Iteration 69Q (56860.210000 sec): 3 clusters
  Score: Raw -7262894.764973 + Penalty 3675.391860 = -7259219.373113
  nChanged 1647
		SP:Iteration 70Q (56860.910000 sec): 3 clusters
  Score: Raw -7263278.199751 + Penalty 3675.391860 = -7259602.807891
  nChanged 1843
		SP:Iteration 71Q (56861.590000 sec): 3 clusters
  Score: Raw -7263742.376086 + Penalty 3675.391860 = -7260066.984226
  nChanged 2010
		SP:Iteration 72Q (56862.250000 sec): 3 clusters
  Score: Raw -7264294.010319 + Penalty 3675.391860 = -7260618.618459
  nChanged 2164
		SP:Iteration 73Q (56862.940000 sec): 3 clusters
  Score: Raw -7264922.988229 + Penalty 3675.391860 = -7261247.596369
  nChanged 2274
		SP:Iteration 74Q (56863.590000 sec): 3 clusters
  Score: Raw -7265621.372118 + Penalty 3675.391860 = -7261945.980258
  nChanged 2351
		SP:Iteration 75Q (56864.310000 sec): 3 clusters
  Score: Raw -7266381.791842 + Penalty 3675.391860 = -7262706.399982
  nChanged 2387
		SP:Iteration 76Q (56864.910000 sec): 3 clusters
  Score: Raw -7267176.420994 + Penalty 3675.391860 = -7263501.029134
  nChanged 2360
		SP:Iteration 77Q (56865.550000 sec): 3 clusters
  Score: Raw -7267962.671066 + Penalty 3675.391860 = -7264287.279206
  nChanged 2225
		SP:Iteration 78Q (56866.240000 sec): 3 clusters
  Score: Raw -7268682.191319 + Penalty 3675.391860 = -7265006.799459
  nChanged 2054
		SP:Iteration 79Q (56866.890000 sec): 3 clusters
  Score: Raw -7269318.556990 + Penalty 3675.391860 = -7265643.165130
  nChanged 1917
		SP:Iteration 80F (56867.500000 sec): 3 clusters
  Score: Raw -7269888.265131 + Penalty 3675.391860 = -7266212.873271
  nChanged 1689
		SP:Iteration 81Q (56868.230000 sec): 3 clusters
  Score: Raw -7270365.212767 + Penalty 3675.391860 = -7266689.820907
  nChanged 1546
		SP:Iteration 82Q (56868.860000 sec): 3 clusters
  Score: Raw -7270776.114654 + Penalty 3675.391860 = -7267100.722794
  nChanged 1365
		SP:Iteration 83Q (56869.500000 sec): 3 clusters
  Score: Raw -7271133.308422 + Penalty 3675.391860 = -7267457.916562
  nChanged 1241
		SP:Iteration 84Q (56870.130000 sec): 3 clusters
  Score: Raw -7271452.483419 + Penalty 3675.391860 = -7267777.091559
  nChanged 1088
		SP:Iteration 85Q (56870.730000 sec): 3 clusters
  Score: Raw -7271718.152101 + Penalty 3675.391860 = -7268042.760241
  nChanged 951
		SP:Iteration 86Q (56871.400000 sec): 3 clusters
  Score: Raw -7271943.167321 + Penalty 3675.391860 = -7268267.775461
  nChanged 781
		SP:Iteration 87Q (56872.050000 sec): 3 clusters
  Score: Raw -7272098.298056 + Penalty 3675.391860 = -7268422.906196
  nChanged 605
		SP:Iteration 88Q (56872.640000 sec): 3 clusters
  Score: Raw -7272205.154893 + Penalty 3675.391860 = -7268529.763033
  nChanged 516
		SP:Iteration 89Q (56873.420000 sec): 3 clusters
  Score: Raw -7272291.896100 + Penalty 3675.391860 = -7268616.504240
  nChanged 452
		SP:Iteration 90Q (56874.070000 sec): 3 clusters
  Score: Raw -7272363.131638 + Penalty 3675.391860 = -7268687.739778
  nChanged 391
		SP:Iteration 91Q (56874.740000 sec): 3 clusters
  Score: Raw -7272423.042985 + Penalty 3675.391860 = -7268747.651125
  nChanged 318
		SP:Iteration 92Q (56875.350000 sec): 3 clusters
  Score: Raw -7272470.397561 + Penalty 3675.391860 = -7268795.005701
  nChanged 306
		SP:Iteration 93Q (56875.960000 sec): 3 clusters
  Score: Raw -7272517.388300 + Penalty 3675.391860 = -7268841.996440
  nChanged 269
		SP:Iteration 94Q (56876.610000 sec): 3 clusters
  Score: Raw -7272556.212795 + Penalty 3675.391860 = -7268880.820935
  nChanged 245
		SP:Iteration 95Q (56877.210000 sec): 3 clusters
  Score: Raw -7272591.314543 + Penalty 3675.391860 = -7268915.922683
  nChanged 196
		SP:Iteration 96Q (56877.790000 sec): 3 clusters
  Score: Raw -7272616.291472 + Penalty 3675.391860 = -7268940.899611
  nChanged 177
		SP:Iteration 97Q (56878.400000 sec): 3 clusters
  Score: Raw -7272637.184884 + Penalty 3675.391860 = -7268961.793024
  nChanged 153
		SP:Iteration 98Q (56879.010000 sec): 3 clusters
  Score: Raw -7272652.154134 + Penalty 3675.391860 = -7268976.762274
  nChanged 129
		SP:Iteration 99Q (56879.620000 sec): 3 clusters
  Score: Raw -7272665.435592 + Penalty 3675.391860 = -7268990.043732
  nChanged 100
		SP:Iteration 100F (56880.280000 sec): 3 clusters
  Score: Raw -7272674.640752 + Penalty 3675.391860 = -7268999.248892
  nChanged 82
		SP:Iteration 101Q (56880.880000 sec): 3 clusters
  Score: Raw -7272682.318415 + Penalty 3675.391860 = -7269006.926555
  nChanged 78
		SP:Iteration 102Q (56881.450000 sec): 3 clusters
  Score: Raw -7272689.668990 + Penalty 3675.391860 = -7269014.277130
  nChanged 66
		SP:Iteration 103Q (56882.080000 sec): 3 clusters
  Score: Raw -7272695.575322 + Penalty 3675.391860 = -7269020.183462
  nChanged 63
		SP:Iteration 104Q (56882.700000 sec): 3 clusters
  Score: Raw -7272702.206472 + Penalty 3675.391860 = -7269026.814611
  nChanged 59
		SP:Iteration 105Q (56883.370000 sec): 3 clusters
  Score: Raw -7272707.030688 + Penalty 3675.391860 = -7269031.638828
  nChanged 46
		SP:Iteration 106Q (56884.040000 sec): 3 clusters
  Score: Raw -7272710.446524 + Penalty 3675.391860 = -7269035.054664
  nChanged 38
		SP:Iteration 107Q (56884.690000 sec): 3 clusters
  Score: Raw -7272712.815830 + Penalty 3675.391860 = -7269037.423970
  nChanged 36
		SP:Iteration 108Q (56885.310000 sec): 3 clusters
  Score: Raw -7272715.347674 + Penalty 3675.391860 = -7269039.955813
  nChanged 32
		SP:Iteration 109Q (56885.920000 sec): 3 clusters
  Score: Raw -7272717.335779 + Penalty 3675.391860 = -7269041.943919
  nChanged 26
		SP:Iteration 110Q (56886.560000 sec): 3 clusters
  Score: Raw -7272719.030955 + Penalty 3675.391860 = -7269043.639095
  nChanged 26
		SP:Iteration 111Q (56887.170000 sec): 3 clusters
  Score: Raw -7272720.697224 + Penalty 3675.391860 = -7269045.305364
  nChanged 26
		SP:Iteration 112Q (56887.780000 sec): 3 clusters
  Score: Raw -7272722.166714 + Penalty 3675.391860 = -7269046.774854
  nChanged 26
		SP:Iteration 113Q (56888.370000 sec): 3 clusters
  Score: Raw -7272724.170864 + Penalty 3675.391860 = -7269048.779004
  nChanged 23
		SP:Iteration 114Q (56889.010000 sec): 3 clusters
  Score: Raw -7272725.963772 + Penalty 3675.391860 = -7269050.571912
  nChanged 25
		SP:Iteration 115Q (56889.640000 sec): 3 clusters
  Score: Raw -7272727.737339 + Penalty 3675.391860 = -7269052.345479
  nChanged 24
		SP:Iteration 116Q (56890.310000 sec): 3 clusters
  Score: Raw -7272729.356709 + Penalty 3675.391860 = -7269053.964849
  nChanged 26
		SP:Iteration 117Q (56890.930000 sec): 3 clusters
  Score: Raw -7272730.966101 + Penalty 3675.391860 = -7269055.574241
  nChanged 26
		SP:Iteration 118Q (56891.640000 sec): 3 clusters
  Score: Raw -7272732.637231 + Penalty 3675.391860 = -7269057.245371
  nChanged 23
		SP:Iteration 119Q (56892.240000 sec): 3 clusters
  Score: Raw -7272734.620257 + Penalty 3675.391860 = -7269059.228397
  nChanged 33
		SP:Iteration 120F (56892.800000 sec): 3 clusters
  Score: Raw -7272736.953931 + Penalty 3675.391860 = -7269061.562071
  nChanged 28
		SP:Iteration 121Q (56893.460000 sec): 3 clusters
  Score: Raw -7272739.427743 + Penalty 3675.391860 = -7269064.035883
  nChanged 39
		SP:Iteration 122Q (56894.070000 sec): 3 clusters
  Score: Raw -7272742.231994 + Penalty 3675.391860 = -7269066.840134
  nChanged 24
		SP:Iteration 123Q (56894.780000 sec): 3 clusters
  Score: Raw -7272743.895462 + Penalty 3675.391860 = -7269068.503602
  nChanged 25
		SP:Iteration 124Q (56895.500000 sec): 3 clusters
  Score: Raw -7272745.704110 + Penalty 3675.391860 = -7269070.312250
  nChanged 22
		SP:Iteration 125Q (56896.130000 sec): 3 clusters
  Score: Raw -7272747.125351 + Penalty 3675.391860 = -7269071.733491
  nChanged 24
		SP:Iteration 126Q (56896.720000 sec): 3 clusters
  Score: Raw -7272749.028027 + Penalty 3675.391860 = -7269073.636167
  nChanged 23
		SP:Iteration 127Q (56897.270000 sec): 3 clusters
  Score: Raw -7272750.798919 + Penalty 3675.391860 = -7269075.407059
  nChanged 17
		SP:Iteration 128Q (56897.880000 sec): 3 clusters
  Score: Raw -7272751.690341 + Penalty 3675.391860 = -7269076.298481
  nChanged 12
		SP:Iteration 129Q (56898.490000 sec): 3 clusters
  Score: Raw -7272752.278520 + Penalty 3675.391860 = -7269076.886660
  nChanged 4
		SP:Iteration 130Q (56899.060000 sec): 3 clusters
  Score: Raw -7272752.519359 + Penalty 3675.391860 = -7269077.127499
  nChanged 10
		SP:Iteration 131Q (56899.700000 sec): 3 clusters
  Score: Raw -7272753.058332 + Penalty 3675.391860 = -7269077.666472
  nChanged 8
		SP:Iteration 132Q (56900.330000 sec): 3 clusters
  Score: Raw -7272753.472220 + Penalty 3675.391860 = -7269078.080360
  nChanged 5
		SP:Iteration 133Q (56901.040000 sec): 3 clusters
  Score: Raw -7272753.668576 + Penalty 3675.391860 = -7269078.276716
  nChanged 4
		SP:Iteration 134Q (56901.650000 sec): 3 clusters
  Score: Raw -7272753.837321 + Penalty 3675.391860 = -7269078.445461
  nChanged 4
		SP:Iteration 135Q (56902.290000 sec): 3 clusters
  Score: Raw -7272754.054074 + Penalty 3675.391860 = -7269078.662214
  nChanged 3
		SP:Iteration 136Q (56902.930000 sec): 3 clusters
  Score: Raw -7272754.195991 + Penalty 3675.391860 = -7269078.804131
  nChanged 3
		SP:Iteration 137Q (56903.580000 sec): 3 clusters
  Score: Raw -7272754.301617 + Penalty 3675.391860 = -7269078.909757
  nChanged 1
		SP:Iteration 138Q (56904.160000 sec): 3 clusters
  Score: Raw -7272754.343664 + Penalty 3675.391860 = -7269078.951804
  nChanged 1
		SP:Iteration 139Q (56904.790000 sec): 3 clusters
  Score: Raw -7272754.374763 + Penalty 3675.391860 = -7269078.982903
  nChanged 1
		SP:Iteration 140F (56905.400000 sec): 3 clusters
  Score: Raw -7272754.411173 + Penalty 3675.391860 = -7269079.019312
  nChanged 1
		SP:Iteration 141Q (56906.050000 sec): 3 clusters
  Score: Raw -7272754.456406 + Penalty 3675.391860 = -7269079.064546
  nChanged 0
		SP:Iteration 142F (56906.670000 sec): 3 clusters
  Score: Raw -7272754.456406 + Penalty 3675.391860 = -7269079.064546
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 12 (6896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56906.810000 sec): 2 clusters
  Score: Raw -589681.086175 + Penalty 1436.288232 = -588244.797943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56907.070000 sec): 3 clusters
  Score: Raw -585924.895323 + Penalty 2872.576464 = -583052.318859
  nChanged 2888
		SP:Iteration 1F (56907.270000 sec): 3 clusters
  Score: Raw -587442.726540 + Penalty 2872.576464 = -584570.150076
  nChanged 463
		SP:Iteration 2F (56907.490000 sec): 3 clusters
  Score: Raw -587685.984376 + Penalty 2872.576464 = -584813.407912
  nChanged 372
		SP:Iteration 3F (56907.700000 sec): 3 clusters
  Score: Raw -587870.813614 + Penalty 2872.576464 = -584998.237150
  nChanged 316
		SP:Iteration 4Q (56907.930000 sec): 3 clusters
  Score: Raw -588038.164667 + Penalty 2872.576464 = -585165.588203
  nChanged 326
		SP:Iteration 5Q (56908.150000 sec): 3 clusters
  Score: Raw -588215.659015 + Penalty 2872.576464 = -585343.082551
  nChanged 308
		SP:Iteration 6Q (56908.360000 sec): 3 clusters
  Score: Raw -588398.974724 + Penalty 2872.576464 = -585526.398260
  nChanged 320
		SP:Iteration 7Q (56908.620000 sec): 3 clusters
  Score: Raw -588622.931167 + Penalty 2872.576464 = -585750.354703
  nChanged 341
		SP:Iteration 8Q (56908.830000 sec): 3 clusters
  Score: Raw -588931.360722 + Penalty 2872.576464 = -586058.784258
  nChanged 351
		SP:Iteration 9F (56909.000000 sec): 3 clusters
  Score: Raw -589333.806416 + Penalty 2872.576464 = -586461.229952
  nChanged 332
		SP:Iteration 10Q (56909.190000 sec): 3 clusters
  Score: Raw -589744.744720 + Penalty 2872.576464 = -586872.168256
  nChanged 293
		SP:Iteration 11Q (56909.380000 sec): 3 clusters
  Score: Raw -590098.173409 + Penalty 2872.576464 = -587225.596945
  nChanged 231
		SP:Iteration 12Q (56909.500000 sec): 3 clusters
  Score: Raw -590287.922729 + Penalty 2872.576464 = -587415.346265
  nChanged 183
		SP:Iteration 13Q (56909.730000 sec): 3 clusters
  Score: Raw -590414.962758 + Penalty 2872.576464 = -587542.386294
  nChanged 125
		SP:Iteration 14Q (56909.950000 sec): 3 clusters
  Score: Raw -590483.709077 + Penalty 2872.576464 = -587611.132613
  nChanged 90
		SP:Iteration 15Q (56910.130000 sec): 3 clusters
  Score: Raw -590524.212883 + Penalty 2872.576464 = -587651.636419
  nChanged 66
		SP:Iteration 16Q (56910.350000 sec): 3 clusters
  Score: Raw -590542.242979 + Penalty 2872.576464 = -587669.666515
  nChanged 36
		SP:Iteration 17Q (56910.570000 sec): 3 clusters
  Score: Raw -590549.301645 + Penalty 2872.576464 = -587676.725181
  nChanged 21
		SP:Iteration 18Q (56910.750000 sec): 3 clusters
  Score: Raw -590554.718516 + Penalty 2872.576464 = -587682.142052
  nChanged 17
		SP:Iteration 19Q (56910.960000 sec): 3 clusters
  Score: Raw -590558.622988 + Penalty 2872.576464 = -587686.046524
  nChanged 10
		SP:Iteration 20F (56911.110000 sec): 3 clusters
  Score: Raw -590560.551910 + Penalty 2872.576464 = -587687.975446
  nChanged 7
		SP:Iteration 21Q (56911.300000 sec): 3 clusters
  Score: Raw -590561.659455 + Penalty 2872.576464 = -587689.082991
  nChanged 5
		SP:Iteration 22Q (56911.450000 sec): 3 clusters
  Score: Raw -590562.648868 + Penalty 2872.576464 = -587690.072404
  nChanged 6
		SP:Iteration 23Q (56911.710000 sec): 3 clusters
  Score: Raw -590563.405893 + Penalty 2872.576464 = -587690.829429
  nChanged 4
		SP:Iteration 24Q (56911.920000 sec): 3 clusters
  Score: Raw -590563.882270 + Penalty 2872.576464 = -587691.305806
  nChanged 4
		SP:Iteration 25Q (56912.160000 sec): 3 clusters
  Score: Raw -590564.352531 + Penalty 2872.576464 = -587691.776067
  nChanged 3
		SP:Iteration 26Q (56912.390000 sec): 3 clusters
  Score: Raw -590564.820238 + Penalty 2872.576464 = -587692.243774
  nChanged 3
		SP:Iteration 27Q (56912.580000 sec): 3 clusters
  Score: Raw -590565.491286 + Penalty 2872.576464 = -587692.914822
  nChanged 2
		SP:Iteration 28Q (56912.780000 sec): 3 clusters
  Score: Raw -590565.736746 + Penalty 2872.576464 = -587693.160282
  nChanged 2
		SP:Iteration 29Q (56912.970000 sec): 3 clusters
  Score: Raw -590566.103259 + Penalty 2872.576464 = -587693.526795
  nChanged 0
		SP:Iteration 30F (56913.140000 sec): 3 clusters
  Score: Raw -590566.103259 + Penalty 2872.576464 = -587693.526795
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 13 (5067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56913.300000 sec): 2 clusters
  Score: Raw -400080.546899 + Penalty 1386.206933 = -398694.339965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56913.510000 sec): 3 clusters
  Score: Raw -397488.473561 + Penalty 2772.413867 = -394716.059694
  nChanged 2038
		SP:Iteration 1F (56913.670000 sec): 3 clusters
  Score: Raw -398755.545616 + Penalty 2772.413867 = -395983.131749
  nChanged 396
		SP:Iteration 2F (56913.930000 sec): 3 clusters
  Score: Raw -399018.369800 + Penalty 2772.413867 = -396245.955933
  nChanged 314
		SP:Iteration 3F (56914.180000 sec): 3 clusters
  Score: Raw -399224.819383 + Penalty 2772.413867 = -396452.405516
  nChanged 286
		SP:Iteration 4F (56914.370000 sec): 3 clusters
  Score: Raw -399429.098193 + Penalty 2772.413867 = -396656.684326
  nChanged 236
		SP:Iteration 5Q (56914.570000 sec): 3 clusters
  Score: Raw -399581.585688 + Penalty 2772.413867 = -396809.171822
  nChanged 214
		SP:Iteration 6Q (56914.760000 sec): 3 clusters
  Score: Raw -399728.071130 + Penalty 2772.413867 = -396955.657263
  nChanged 191
		SP:Iteration 7Q (56914.990000 sec): 3 clusters
  Score: Raw -399856.976308 + Penalty 2772.413867 = -397084.562441
  nChanged 165
		SP:Iteration 8Q (56915.260000 sec): 3 clusters
  Score: Raw -399952.076548 + Penalty 2772.413867 = -397179.662681
  nChanged 140
		SP:Iteration 9Q (56915.480000 sec): 3 clusters
  Score: Raw -400041.850151 + Penalty 2772.413867 = -397269.436284
  nChanged 156
		SP:Iteration 10Q (56915.660000 sec): 3 clusters
  Score: Raw -400135.341852 + Penalty 2772.413867 = -397362.927985
  nChanged 153
		SP:Iteration 11Q (56915.870000 sec): 3 clusters
  Score: Raw -400227.231801 + Penalty 2772.413867 = -397454.817934
  nChanged 128
		SP:Iteration 12Q (56916.080000 sec): 3 clusters
  Score: Raw -400314.227591 + Penalty 2772.413867 = -397541.813725
  nChanged 137
		SP:Iteration 13Q (56916.280000 sec): 3 clusters
  Score: Raw -400406.557455 + Penalty 2772.413867 = -397634.143588
  nChanged 127
		SP:Iteration 14Q (56916.520000 sec): 3 clusters
  Score: Raw -400489.674152 + Penalty 2772.413867 = -397717.260285
  nChanged 128
		SP:Iteration 15Q (56916.780000 sec): 3 clusters
  Score: Raw -400557.498026 + Penalty 2772.413867 = -397785.084159
  nChanged 96
		SP:Iteration 16Q (56916.980000 sec): 3 clusters
  Score: Raw -400596.576195 + Penalty 2772.413867 = -397824.162329
  nChanged 80
		SP:Iteration 17Q (56917.190000 sec): 3 clusters
  Score: Raw -400627.278563 + Penalty 2772.413867 = -397854.864696
  nChanged 67
		SP:Iteration 18Q (56917.380000 sec): 3 clusters
  Score: Raw -400649.288960 + Penalty 2772.413867 = -397876.875093
  nChanged 56
		SP:Iteration 19Q (56917.610000 sec): 3 clusters
  Score: Raw -400668.442490 + Penalty 2772.413867 = -397896.028623
  nChanged 43
		SP:Iteration 20F (56917.820000 sec): 3 clusters
  Score: Raw -400683.798616 + Penalty 2772.413867 = -397911.384750
  nChanged 34
		SP:Iteration 21Q (56918.030000 sec): 3 clusters
  Score: Raw -400691.455965 + Penalty 2772.413867 = -397919.042098
  nChanged 24
		SP:Iteration 22Q (56918.170000 sec): 3 clusters
  Score: Raw -400696.875431 + Penalty 2772.413867 = -397924.461564
  nChanged 20
		SP:Iteration 23Q (56918.340000 sec): 3 clusters
  Score: Raw -400700.612705 + Penalty 2772.413867 = -397928.198839
  nChanged 11
		SP:Iteration 24Q (56918.500000 sec): 3 clusters
  Score: Raw -400702.951571 + Penalty 2772.413867 = -397930.537704
  nChanged 5
		SP:Iteration 25Q (56918.710000 sec): 3 clusters
  Score: Raw -400703.788141 + Penalty 2772.413867 = -397931.374274
  nChanged 2
		SP:Iteration 26Q (56918.940000 sec): 3 clusters
  Score: Raw -400704.011490 + Penalty 2772.413867 = -397931.597623
  nChanged 2
		SP:Iteration 27Q (56919.120000 sec): 3 clusters
  Score: Raw -400704.188688 + Penalty 2772.413867 = -397931.774821
  nChanged 0
		SP:Iteration 28F (56919.280000 sec): 3 clusters
  Score: Raw -400704.188688 + Penalty 2772.413867 = -397931.774821
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 14 (7367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56919.440000 sec): 2 clusters
  Score: Raw -625734.767577 + Penalty 1447.024450 = -624287.743127
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56919.620000 sec): 3 clusters
  Score: Raw -621723.161163 + Penalty 2894.048900 = -618829.112263
  nChanged 3074
		SP:Iteration 1F (56919.830000 sec): 3 clusters
  Score: Raw -623370.038519 + Penalty 2894.048900 = -620475.989619
  nChanged 473
		SP:Iteration 2F (56920.070000 sec): 3 clusters
  Score: Raw -623583.740396 + Penalty 2894.048900 = -620689.691496
  nChanged 360
		SP:Iteration 3Q (56920.330000 sec): 3 clusters
  Score: Raw -623733.991675 + Penalty 2894.048900 = -620839.942774
  nChanged 285
		SP:Iteration 4Q (56920.550000 sec): 3 clusters
  Score: Raw -623850.200697 + Penalty 2894.048900 = -620956.151797
  nChanged 297
		SP:Iteration 5Q (56920.790000 sec): 3 clusters
  Score: Raw -623988.512664 + Penalty 2894.048900 = -621094.463764
  nChanged 274
		SP:Iteration 6Q (56920.990000 sec): 3 clusters
  Score: Raw -624126.768767 + Penalty 2894.048900 = -621232.719866
  nChanged 313
		SP:Iteration 7Q (56921.260000 sec): 3 clusters
  Score: Raw -624291.458662 + Penalty 2894.048900 = -621397.409761
  nChanged 340
		SP:Iteration 8Q (56921.520000 sec): 3 clusters
  Score: Raw -624490.161136 + Penalty 2894.048900 = -621596.112236
  nChanged 358
		SP:Iteration 9Q (56921.730000 sec): 3 clusters
  Score: Raw -624712.627087 + Penalty 2894.048900 = -621818.578187
  nChanged 348
		SP:Iteration 10Q (56921.980000 sec): 3 clusters
  Score: Raw -624968.831530 + Penalty 2894.048900 = -622074.782630
  nChanged 336
		SP:Iteration 11Q (56922.150000 sec): 3 clusters
  Score: Raw -625224.012048 + Penalty 2894.048900 = -622329.963148
  nChanged 272
		SP:Iteration 12Q (56922.330000 sec): 3 clusters
  Score: Raw -625422.929531 + Penalty 2894.048900 = -622528.880631
  nChanged 212
		SP:Iteration 13Q (56922.540000 sec): 3 clusters
  Score: Raw -625578.566487 + Penalty 2894.048900 = -622684.517586
  nChanged 154
		SP:Iteration 14Q (56922.730000 sec): 3 clusters
  Score: Raw -625706.981430 + Penalty 2894.048900 = -622812.932530
  nChanged 117
		SP:Iteration 15Q (56922.920000 sec): 3 clusters
  Score: Raw -625793.058611 + Penalty 2894.048900 = -622899.009711
  nChanged 49
		SP:Iteration 16Q (56923.080000 sec): 3 clusters
  Score: Raw -625827.137897 + Penalty 2894.048900 = -622933.088997
  nChanged 37
		SP:Iteration 17Q (56923.280000 sec): 3 clusters
  Score: Raw -625853.202891 + Penalty 2894.048900 = -622959.153991
  nChanged 27
		SP:Iteration 18Q (56923.510000 sec): 3 clusters
  Score: Raw -625873.968426 + Penalty 2894.048900 = -622979.919526
  nChanged 26
		SP:Iteration 19Q (56923.780000 sec): 3 clusters
  Score: Raw -625891.912204 + Penalty 2894.048900 = -622997.863304
  nChanged 24
		SP:Iteration 20F (56924.010000 sec): 3 clusters
  Score: Raw -625911.570830 + Penalty 2894.048900 = -623017.521930
  nChanged 16
		SP:Iteration 21Q (56924.260000 sec): 3 clusters
  Score: Raw -625925.048786 + Penalty 2894.048900 = -623030.999886
  nChanged 9
		SP:Iteration 22Q (56924.460000 sec): 3 clusters
  Score: Raw -625930.840673 + Penalty 2894.048900 = -623036.791773
  nChanged 5
		SP:Iteration 23Q (56924.690000 sec): 3 clusters
  Score: Raw -625934.982194 + Penalty 2894.048900 = -623040.933293
  nChanged 7
		SP:Iteration 24Q (56924.850000 sec): 3 clusters
  Score: Raw -625941.471399 + Penalty 2894.048900 = -623047.422499
  nChanged 9
		SP:Iteration 25Q (56925.040000 sec): 3 clusters
  Score: Raw -625946.248311 + Penalty 2894.048900 = -623052.199410
  nChanged 4
		SP:Iteration 26Q (56925.210000 sec): 3 clusters
  Score: Raw -625949.178419 + Penalty 2894.048900 = -623055.129518
  nChanged 7
		SP:Iteration 27Q (56925.410000 sec): 3 clusters
  Score: Raw -625956.590053 + Penalty 2894.048900 = -623062.541153
  nChanged 3
		SP:Iteration 28Q (56925.650000 sec): 3 clusters
  Score: Raw -625958.532575 + Penalty 2894.048900 = -623064.483675
  nChanged 3
		SP:Iteration 29Q (56925.880000 sec): 3 clusters
  Score: Raw -625960.897757 + Penalty 2894.048900 = -623066.848857
  nChanged 2
		SP:Iteration 30Q (56926.140000 sec): 3 clusters
  Score: Raw -625962.376767 + Penalty 2894.048900 = -623068.327867
  nChanged 3
		SP:Iteration 31Q (56926.360000 sec): 3 clusters
  Score: Raw -625964.712751 + Penalty 2894.048900 = -623070.663851
  nChanged 4
		SP:Iteration 32Q (56926.580000 sec): 3 clusters
  Score: Raw -625967.453158 + Penalty 2894.048900 = -623073.404257
  nChanged 1
		SP:Iteration 33Q (56926.760000 sec): 3 clusters
  Score: Raw -625967.993845 + Penalty 2894.048900 = -623073.944945
  nChanged 0
		SP:Iteration 34F (56926.980000 sec): 3 clusters
  Score: Raw -625967.993845 + Penalty 2894.048900 = -623073.944945
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 15 (43238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56927.240000 sec): 2 clusters
  Score: Raw -3817205.610702 + Penalty 1734.602190 = -3815471.008512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56927.640000 sec): 3 clusters
  Score: Raw -3789901.299303 + Penalty 3469.204381 = -3786432.094923
  nChanged 20240
		SP:Iteration 1F (56928.050000 sec): 3 clusters
  Score: Raw -3801166.649117 + Penalty 3469.204381 = -3797697.444737
  nChanged 1675
		SP:Iteration 2Q (56928.530000 sec): 3 clusters
  Score: Raw -3801587.076629 + Penalty 3469.204381 = -3798117.872249
  nChanged 1649
		SP:Iteration 3Q (56929.000000 sec): 3 clusters
  Score: Raw -3802043.287366 + Penalty 3469.204381 = -3798574.082985
  nChanged 1632
		SP:Iteration 4Q (56929.490000 sec): 3 clusters
  Score: Raw -3802568.152981 + Penalty 3469.204381 = -3799098.948600
  nChanged 1806
		SP:Iteration 5Q (56929.930000 sec): 3 clusters
  Score: Raw -3803255.210462 + Penalty 3469.204381 = -3799786.006082
  nChanged 2037
		SP:Iteration 6Q (56930.400000 sec): 3 clusters
  Score: Raw -3804279.489722 + Penalty 3469.204381 = -3800810.285342
  nChanged 2597
		SP:Iteration 7F (56930.830000 sec): 3 clusters
  Score: Raw -3805956.794615 + Penalty 3469.204381 = -3802487.590234
  nChanged 3056
		SP:Iteration 8F (56931.250000 sec): 3 clusters
  Score: Raw -3808334.215679 + Penalty 3469.204381 = -3804865.011298
  nChanged 3267
		SP:Iteration 9F (56931.640000 sec): 3 clusters
  Score: Raw -3811221.940814 + Penalty 3469.204381 = -3807752.736434
  nChanged 2876
		SP:Iteration 10F (56932.020000 sec): 3 clusters
  Score: Raw -3813945.564182 + Penalty 3469.204381 = -3810476.359801
  nChanged 1941
		SP:Iteration 11Q (56932.480000 sec): 3 clusters
  Score: Raw -3815766.909266 + Penalty 3469.204381 = -3812297.704885
  nChanged 994
		SP:Iteration 12Q (56932.930000 sec): 3 clusters
  Score: Raw -3816697.026476 + Penalty 3469.204381 = -3813227.822095
  nChanged 414
		SP:Iteration 13Q (56933.350000 sec): 3 clusters
  Score: Raw -3817086.220988 + Penalty 3469.204381 = -3813617.016607
  nChanged 145
		SP:Iteration 14Q (56933.790000 sec): 3 clusters
  Score: Raw -3817252.208586 + Penalty 3469.204381 = -3813783.004205
  nChanged 51
		SP:Iteration 15Q (56934.230000 sec): 3 clusters
  Score: Raw -3817318.449099 + Penalty 3469.204381 = -3813849.244718
  nChanged 27
		SP:Iteration 16Q (56934.640000 sec): 3 clusters
  Score: Raw -3817350.583597 + Penalty 3469.204381 = -3813881.379216
  nChanged 15
		SP:Iteration 17Q (56935.060000 sec): 3 clusters
  Score: Raw -3817368.103410 + Penalty 3469.204381 = -3813898.899030
  nChanged 11
		SP:Iteration 18Q (56935.490000 sec): 3 clusters
  Score: Raw -3817385.353637 + Penalty 3469.204381 = -3813916.149256
  nChanged 7
		SP:Iteration 19Q (56935.910000 sec): 3 clusters
  Score: Raw -3817395.718376 + Penalty 3469.204381 = -3813926.513995
  nChanged 5
		SP:Iteration 20F (56936.340000 sec): 3 clusters
  Score: Raw -3817407.020907 + Penalty 3469.204381 = -3813937.816527
  nChanged 7
		SP:Iteration 21Q (56936.760000 sec): 3 clusters
  Score: Raw -3817416.689936 + Penalty 3469.204381 = -3813947.485555
  nChanged 4
		SP:Iteration 22Q (56937.160000 sec): 3 clusters
  Score: Raw -3817424.643658 + Penalty 3469.204381 = -3813955.439278
  nChanged 1
		SP:Iteration 23Q (56937.600000 sec): 3 clusters
  Score: Raw -3817425.144829 + Penalty 3469.204381 = -3813955.940448
  nChanged 0
		SP:Iteration 24F (56937.950000 sec): 3 clusters
  Score: Raw -3817425.144829 + Penalty 3469.204381 = -3813955.940448
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 16 (315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56938.030000 sec): 2 clusters
  Score: Raw -26248.493929 + Penalty 934.793054 = -25313.700875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56938.190000 sec): 3 clusters
  Score: Raw -26327.410026 + Penalty 1869.586108 = -24457.823918
  nChanged 63
		SP:Iteration 1F (56938.350000 sec): 3 clusters
  Score: Raw -26483.967573 + Penalty 1869.586108 = -24614.381465
  nChanged 23
		SP:Iteration 2F (56938.510000 sec): 3 clusters
  Score: Raw -26533.994471 + Penalty 1869.586108 = -24664.408363
  nChanged 17
		SP:Iteration 3F (56938.670000 sec): 3 clusters
  Score: Raw -26594.832397 + Penalty 1869.586108 = -24725.246289
  nChanged 15
		SP:Iteration 4Q (56938.830000 sec): 3 clusters
  Score: Raw -26668.114190 + Penalty 1869.586108 = -24798.528083
  nChanged 9
		SP:Iteration 5Q (56938.990000 sec): 3 clusters
  Score: Raw -26695.944240 + Penalty 1869.586108 = -24826.358133
  nChanged 8
		SP:Iteration 6Q (56939.150000 sec): 3 clusters
  Score: Raw -26719.236032 + Penalty 1869.586108 = -24849.649925
  nChanged 6
		SP:Iteration 7Q (56939.300000 sec): 3 clusters
  Score: Raw -26738.477531 + Penalty 1869.586108 = -24868.891423
  nChanged 2
		SP:Iteration 8Q (56939.460000 sec): 3 clusters
  Score: Raw -26744.085739 + Penalty 1869.586108 = -24874.499631
  nChanged 2
		SP:Iteration 9Q (56939.620000 sec): 3 clusters
  Score: Raw -26751.435032 + Penalty 1869.586108 = -24881.848924
  nChanged 2
		SP:Iteration 10Q (56939.780000 sec): 3 clusters
  Score: Raw -26759.607509 + Penalty 1869.586108 = -24890.021401
  nChanged 0
		SP:Iteration 11F (56939.920000 sec): 3 clusters
  Score: Raw -26759.607509 + Penalty 1869.586108 = -24890.021401
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 17 (9449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56940.020000 sec): 2 clusters
  Score: Raw -720026.407142 + Penalty 1487.470432 = -718538.936710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56940.200000 sec): 3 clusters
  Score: Raw -714727.943117 + Penalty 2974.940863 = -711753.002254
  nChanged 4135
		SP:Iteration 1F (56940.370000 sec): 3 clusters
  Score: Raw -717144.680347 + Penalty 2974.940863 = -714169.739484
  nChanged 763
		SP:Iteration 2F (56940.530000 sec): 3 clusters
  Score: Raw -717666.424876 + Penalty 2974.940863 = -714691.484012
  nChanged 674
		SP:Iteration 3F (56940.690000 sec): 3 clusters
  Score: Raw -718104.594097 + Penalty 2974.940863 = -715129.653234
  nChanged 587
		SP:Iteration 4F (56940.850000 sec): 3 clusters
  Score: Raw -718461.213869 + Penalty 2974.940863 = -715486.273005
  nChanged 519
		SP:Iteration 5F (56941.010000 sec): 3 clusters
  Score: Raw -718761.354640 + Penalty 2974.940863 = -715786.413777
  nChanged 434
		SP:Iteration 6Q (56941.170000 sec): 3 clusters
  Score: Raw -718992.910562 + Penalty 2974.940863 = -716017.969699
  nChanged 367
		SP:Iteration 7Q (56941.450000 sec): 3 clusters
  Score: Raw -719194.249649 + Penalty 2974.940863 = -716219.308786
  nChanged 340
		SP:Iteration 8Q (56941.690000 sec): 3 clusters
  Score: Raw -719373.013602 + Penalty 2974.940863 = -716398.072739
  nChanged 308
		SP:Iteration 9Q (56941.960000 sec): 3 clusters
  Score: Raw -719525.156317 + Penalty 2974.940863 = -716550.215454
  nChanged 275
		SP:Iteration 10Q (56942.170000 sec): 3 clusters
  Score: Raw -719652.221323 + Penalty 2974.940863 = -716677.280459
  nChanged 232
		SP:Iteration 11Q (56942.390000 sec): 3 clusters
  Score: Raw -719748.302440 + Penalty 2974.940863 = -716773.361577
  nChanged 194
		SP:Iteration 12Q (56942.630000 sec): 3 clusters
  Score: Raw -719827.481326 + Penalty 2974.940863 = -716852.540463
  nChanged 175
		SP:Iteration 13Q (56942.950000 sec): 3 clusters
  Score: Raw -719879.719422 + Penalty 2974.940863 = -716904.778559
  nChanged 135
		SP:Iteration 14Q (56943.110000 sec): 3 clusters
  Score: Raw -719916.080788 + Penalty 2974.940863 = -716941.139925
  nChanged 101
		SP:Iteration 15Q (56943.420000 sec): 3 clusters
  Score: Raw -719947.805654 + Penalty 2974.940863 = -716972.864791
  nChanged 96
		SP:Iteration 16Q (56943.640000 sec): 3 clusters
  Score: Raw -719976.924804 + Penalty 2974.940863 = -717001.983941
  nChanged 81
		SP:Iteration 17Q (56943.890000 sec): 3 clusters
  Score: Raw -719999.864902 + Penalty 2974.940863 = -717024.924039
  nChanged 87
		SP:Iteration 18Q (56944.130000 sec): 3 clusters
  Score: Raw -720021.670179 + Penalty 2974.940863 = -717046.729316
  nChanged 69
		SP:Iteration 19Q (56944.400000 sec): 3 clusters
  Score: Raw -720038.027293 + Penalty 2974.940863 = -717063.086430
  nChanged 55
		SP:Iteration 20F (56944.640000 sec): 3 clusters
  Score: Raw -720058.101166 + Penalty 2974.940863 = -717083.160303
  nChanged 58
		SP:Iteration 21Q (56944.890000 sec): 3 clusters
  Score: Raw -720073.484131 + Penalty 2974.940863 = -717098.543268
  nChanged 52
		SP:Iteration 22Q (56945.130000 sec): 3 clusters
  Score: Raw -720084.637324 + Penalty 2974.940863 = -717109.696461
  nChanged 55
		SP:Iteration 23Q (56945.370000 sec): 3 clusters
  Score: Raw -720096.399080 + Penalty 2974.940863 = -717121.458217
  nChanged 46
		SP:Iteration 24Q (56945.620000 sec): 3 clusters
  Score: Raw -720104.546585 + Penalty 2974.940863 = -717129.605721
  nChanged 43
		SP:Iteration 25Q (56945.840000 sec): 3 clusters
  Score: Raw -720112.295934 + Penalty 2974.940863 = -717137.355071
  nChanged 36
		SP:Iteration 26Q (56946.100000 sec): 3 clusters
  Score: Raw -720117.421740 + Penalty 2974.940863 = -717142.480876
  nChanged 23
		SP:Iteration 27Q (56946.370000 sec): 3 clusters
  Score: Raw -720119.854309 + Penalty 2974.940863 = -717144.913446
  nChanged 14
		SP:Iteration 28Q (56946.590000 sec): 3 clusters
  Score: Raw -720121.527303 + Penalty 2974.940863 = -717146.586439
  nChanged 6
		SP:Iteration 29Q (56946.830000 sec): 3 clusters
  Score: Raw -720122.106347 + Penalty 2974.940863 = -717147.165483
  nChanged 8
		SP:Iteration 30Q (56947.050000 sec): 3 clusters
  Score: Raw -720123.212946 + Penalty 2974.940863 = -717148.272083
  nChanged 12
		SP:Iteration 31Q (56947.250000 sec): 3 clusters
  Score: Raw -720124.621886 + Penalty 2974.940863 = -717149.681023
  nChanged 10
		SP:Iteration 32Q (56947.590000 sec): 3 clusters
  Score: Raw -720126.132145 + Penalty 2974.940863 = -717151.191282
  nChanged 15
		SP:Iteration 33Q (56947.810000 sec): 3 clusters
  Score: Raw -720128.089148 + Penalty 2974.940863 = -717153.148285
  nChanged 14
		SP:Iteration 34Q (56948.050000 sec): 3 clusters
  Score: Raw -720129.711669 + Penalty 2974.940863 = -717154.770806
  nChanged 11
		SP:Iteration 35Q (56948.250000 sec): 3 clusters
  Score: Raw -720130.708666 + Penalty 2974.940863 = -717155.767803
  nChanged 9
		SP:Iteration 36Q (56948.540000 sec): 3 clusters
  Score: Raw -720131.883714 + Penalty 2974.940863 = -717156.942851
  nChanged 6
		SP:Iteration 37Q (56948.740000 sec): 3 clusters
  Score: Raw -720132.599080 + Penalty 2974.940863 = -717157.658217
  nChanged 3
		SP:Iteration 38Q (56948.940000 sec): 3 clusters
  Score: Raw -720132.830408 + Penalty 2974.940863 = -717157.889544
  nChanged 4
		SP:Iteration 39Q (56949.200000 sec): 3 clusters
  Score: Raw -720133.275313 + Penalty 2974.940863 = -717158.334449
  nChanged 3
		SP:Iteration 40F (56949.510000 sec): 3 clusters
  Score: Raw -720133.537187 + Penalty 2974.940863 = -717158.596323
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 18 (501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56949.640000 sec): 2 clusters
  Score: Raw -43566.849732 + Penalty 1010.198491 = -42556.651240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56949.850000 sec): 3 clusters
  Score: Raw -43501.290607 + Penalty 2020.396983 = -41480.893625
  nChanged 123
		SP:Iteration 1F (56950.000000 sec): 3 clusters
  Score: Raw -43652.071216 + Penalty 2020.396983 = -41631.674233
  nChanged 26
		SP:Iteration 2F (56950.100000 sec): 3 clusters
  Score: Raw -43691.878603 + Penalty 2020.396983 = -41671.481620
  nChanged 18
		SP:Iteration 3Q (56950.230000 sec): 3 clusters
  Score: Raw -43720.699259 + Penalty 2020.396983 = -41700.302276
  nChanged 9
		SP:Iteration 4Q (56950.400000 sec): 3 clusters
  Score: Raw -43733.975833 + Penalty 2020.396983 = -41713.578850
  nChanged 7
		SP:Iteration 5Q (56950.600000 sec): 3 clusters
  Score: Raw -43754.900017 + Penalty 2020.396983 = -41734.503034
  nChanged 10
		SP:Iteration 6Q (56950.820000 sec): 3 clusters
  Score: Raw -43776.838185 + Penalty 2020.396983 = -41756.441202
  nChanged 8
		SP:Iteration 7Q (56951.040000 sec): 3 clusters
  Score: Raw -43791.731264 + Penalty 2020.396983 = -41771.334281
  nChanged 5
		SP:Iteration 8Q (56951.260000 sec): 3 clusters
  Score: Raw -43798.178574 + Penalty 2020.396983 = -41777.781591
  nChanged 3
		SP:Iteration 9Q (56951.490000 sec): 3 clusters
  Score: Raw -43807.531315 + Penalty 2020.396983 = -41787.134332
  nChanged 3
		SP:Iteration 10Q (56951.640000 sec): 3 clusters
  Score: Raw -43812.885055 + Penalty 2020.396983 = -41792.488072
  nChanged 5
		SP:Iteration 11Q (56951.810000 sec): 3 clusters
  Score: Raw -43827.619244 + Penalty 2020.396983 = -41807.222261
  nChanged 7
		SP:Iteration 12Q (56952.040000 sec): 3 clusters
  Score: Raw -43840.985192 + Penalty 2020.396983 = -41820.588210
  nChanged 12
		SP:Iteration 13Q (56952.170000 sec): 3 clusters
  Score: Raw -43857.350715 + Penalty 2020.396983 = -41836.953732
  nChanged 5
		SP:Iteration 14Q (56952.350000 sec): 3 clusters
  Score: Raw -43863.424823 + Penalty 2020.396983 = -41843.027840
  nChanged 8
		SP:Iteration 15Q (56952.540000 sec): 3 clusters
  Score: Raw -43874.822175 + Penalty 2020.396983 = -41854.425192
  nChanged 4
		SP:Iteration 16Q (56952.780000 sec): 3 clusters
  Score: Raw -43883.353654 + Penalty 2020.396983 = -41862.956671
  nChanged 2
		SP:Iteration 17Q (56952.920000 sec): 3 clusters
  Score: Raw -43888.053638 + Penalty 2020.396983 = -41867.656655
  nChanged 1
		SP:Iteration 18Q (56953.120000 sec): 3 clusters
  Score: Raw -43889.155974 + Penalty 2020.396983 = -41868.758991
  nChanged 0
		SP:Iteration 19F (56953.250000 sec): 3 clusters
  Score: Raw -43889.155974 + Penalty 2020.396983 = -41868.758991
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 19 (171941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56954.310000 sec): 2 clusters
  Score: Raw -14846905.662119 + Penalty 1958.922334 = -14844946.739784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56955.530000 sec): 3 clusters
  Score: Raw -14733664.414751 + Penalty 3917.844669 = -14729746.570082
  nChanged 83026
		SP:Iteration 1F (56956.650000 sec): 3 clusters
  Score: Raw -14782953.658041 + Penalty 3917.844669 = -14779035.813372
  nChanged 5088
		SP:Iteration 2Q (56957.850000 sec): 3 clusters
  Score: Raw -14784194.006510 + Penalty 3917.844669 = -14780276.161841
  nChanged 5771
		SP:Iteration 3Q (56959.110000 sec): 3 clusters
  Score: Raw -14785775.604388 + Penalty 3917.844669 = -14781857.759719
  nChanged 6377
		SP:Iteration 4Q (56960.330000 sec): 3 clusters
  Score: Raw -14787845.138071 + Penalty 3917.844669 = -14783927.293402
  nChanged 7571
		SP:Iteration 5Q (56961.550000 sec): 3 clusters
  Score: Raw -14790923.458200 + Penalty 3917.844669 = -14787005.613531
  nChanged 8912
		SP:Iteration 6F (56962.630000 sec): 3 clusters
  Score: Raw -14795296.285965 + Penalty 3917.844669 = -14791378.441296
  nChanged 9930
		SP:Iteration 7F (56963.840000 sec): 3 clusters
  Score: Raw -14801102.171083 + Penalty 3917.844669 = -14797184.326414
  nChanged 10356
		SP:Iteration 8F (56964.970000 sec): 3 clusters
  Score: Raw -14808171.578641 + Penalty 3917.844669 = -14804253.733972
  nChanged 9741
		SP:Iteration 9F (56966.130000 sec): 3 clusters
  Score: Raw -14815219.731530 + Penalty 3917.844669 = -14811301.886861
  nChanged 8084
		SP:Iteration 10Q (56967.370000 sec): 3 clusters
  Score: Raw -14820538.917551 + Penalty 3917.844669 = -14816621.072882
  nChanged 6087
		SP:Iteration 11Q (56968.590000 sec): 3 clusters
  Score: Raw -14823781.851552 + Penalty 3917.844669 = -14819864.006884
  nChanged 4446
		SP:Iteration 12Q (56969.760000 sec): 3 clusters
  Score: Raw -14825767.433461 + Penalty 3917.844669 = -14821849.588792
  nChanged 3856
		SP:Iteration 13Q (56970.860000 sec): 3 clusters
  Score: Raw -14827435.539409 + Penalty 3917.844669 = -14823517.694740
  nChanged 3800
		SP:Iteration 14Q (56971.880000 sec): 3 clusters
  Score: Raw -14829117.521028 + Penalty 3917.844669 = -14825199.676360
  nChanged 3801
		SP:Iteration 15Q (56973.060000 sec): 3 clusters
  Score: Raw -14830907.360850 + Penalty 3917.844669 = -14826989.516181
  nChanged 3741
		SP:Iteration 16Q (56974.290000 sec): 3 clusters
  Score: Raw -14832842.269471 + Penalty 3917.844669 = -14828924.424802
  nChanged 3693
		SP:Iteration 17Q (56975.400000 sec): 3 clusters
  Score: Raw -14834853.414120 + Penalty 3917.844669 = -14830935.569451
  nChanged 3450
		SP:Iteration 18Q (56976.510000 sec): 3 clusters
  Score: Raw -14836837.748815 + Penalty 3917.844669 = -14832919.904146
  nChanged 3165
		SP:Iteration 19Q (56977.680000 sec): 3 clusters
  Score: Raw -14838799.111741 + Penalty 3917.844669 = -14834881.267072
  nChanged 2880
		SP:Iteration 20F (56978.780000 sec): 3 clusters
  Score: Raw -14840643.277219 + Penalty 3917.844669 = -14836725.432550
  nChanged 2477
		SP:Iteration 21Q (56979.860000 sec): 3 clusters
  Score: Raw -14842303.845509 + Penalty 3917.844669 = -14838386.000840
  nChanged 2082
		SP:Iteration 22Q (56981.000000 sec): 3 clusters
  Score: Raw -14843751.053772 + Penalty 3917.844669 = -14839833.209103
  nChanged 1648
		SP:Iteration 23Q (56982.130000 sec): 3 clusters
  Score: Raw -14844837.190988 + Penalty 3917.844669 = -14840919.346319
  nChanged 1272
		SP:Iteration 24Q (56983.180000 sec): 3 clusters
  Score: Raw -14845631.365689 + Penalty 3917.844669 = -14841713.521020
  nChanged 946
		SP:Iteration 25Q (56984.290000 sec): 3 clusters
  Score: Raw -14846159.756211 + Penalty 3917.844669 = -14842241.911542
  nChanged 679
		SP:Iteration 26Q (56985.350000 sec): 3 clusters
  Score: Raw -14846534.660225 + Penalty 3917.844669 = -14842616.815556
  nChanged 527
		SP:Iteration 27Q (56986.340000 sec): 3 clusters
  Score: Raw -14846820.575600 + Penalty 3917.844669 = -14842902.730931
  nChanged 395
		SP:Iteration 28Q (56987.540000 sec): 3 clusters
  Score: Raw -14847038.528012 + Penalty 3917.844669 = -14843120.683343
  nChanged 304
		SP:Iteration 29Q (56988.570000 sec): 3 clusters
  Score: Raw -14847204.515049 + Penalty 3917.844669 = -14843286.670380
  nChanged 226
		SP:Iteration 30Q (56989.580000 sec): 3 clusters
  Score: Raw -14847324.146611 + Penalty 3917.844669 = -14843406.301942
  nChanged 183
		SP:Iteration 31Q (56990.570000 sec): 3 clusters
  Score: Raw -14847410.757241 + Penalty 3917.844669 = -14843492.912572
  nChanged 137
		SP:Iteration 32Q (56991.560000 sec): 3 clusters
  Score: Raw -14847469.317313 + Penalty 3917.844669 = -14843551.472644
  nChanged 117
		SP:Iteration 33Q (56992.640000 sec): 3 clusters
  Score: Raw -14847513.138631 + Penalty 3917.844669 = -14843595.293962
  nChanged 87
		SP:Iteration 34Q (56993.650000 sec): 3 clusters
  Score: Raw -14847545.522863 + Penalty 3917.844669 = -14843627.678194
  nChanged 72
		SP:Iteration 35Q (56994.580000 sec): 3 clusters
  Score: Raw -14847569.420713 + Penalty 3917.844669 = -14843651.576044
  nChanged 57
		SP:Iteration 36Q (56995.440000 sec): 3 clusters
  Score: Raw -14847587.938131 + Penalty 3917.844669 = -14843670.093462
  nChanged 51
		SP:Iteration 37Q (56996.370000 sec): 3 clusters
  Score: Raw -14847603.555114 + Penalty 3917.844669 = -14843685.710445
  nChanged 37
		SP:Iteration 38Q (56997.350000 sec): 3 clusters
  Score: Raw -14847613.359412 + Penalty 3917.844669 = -14843695.514743
  nChanged 29
		SP:Iteration 39Q (56998.610000 sec): 3 clusters
  Score: Raw -14847620.902730 + Penalty 3917.844669 = -14843703.058061
  nChanged 23
		SP:Iteration 40F (56999.820000 sec): 3 clusters
  Score: Raw -14847627.357241 + Penalty 3917.844669 = -14843709.512572
  nChanged 18
		SP:Iteration 41Q (57001.070000 sec): 3 clusters
  Score: Raw -14847632.734454 + Penalty 3917.844669 = -14843714.889786
  nChanged 24
		SP:Iteration 42Q (57002.310000 sec): 3 clusters
  Score: Raw -14847638.975398 + Penalty 3917.844669 = -14843721.130729
  nChanged 17
		SP:Iteration 43Q (57003.540000 sec): 3 clusters
  Score: Raw -14847642.261292 + Penalty 3917.844669 = -14843724.416623
  nChanged 15
		SP:Iteration 44Q (57004.770000 sec): 3 clusters
  Score: Raw -14847645.168132 + Penalty 3917.844669 = -14843727.323463
  nChanged 13
		SP:Iteration 45Q (57005.820000 sec): 3 clusters
  Score: Raw -14847647.067852 + Penalty 3917.844669 = -14843729.223183
  nChanged 7
		SP:Iteration 46Q (57006.790000 sec): 3 clusters
  Score: Raw -14847648.747177 + Penalty 3917.844669 = -14843730.902508
  nChanged 6
		SP:Iteration 47Q (57007.690000 sec): 3 clusters
  Score: Raw -14847649.849123 + Penalty 3917.844669 = -14843732.004454
  nChanged 5
		SP:Iteration 48Q (57008.690000 sec): 3 clusters
  Score: Raw -14847651.115584 + Penalty 3917.844669 = -14843733.270915
  nChanged 6
		SP:Iteration 49Q (57009.680000 sec): 3 clusters
  Score: Raw -14847651.982295 + Penalty 3917.844669 = -14843734.137626
  nChanged 1
		SP:Iteration 50Q (57010.670000 sec): 3 clusters
  Score: Raw -14847652.105014 + Penalty 3917.844669 = -14843734.260345
  nChanged 1
		SP:Iteration 51Q (57011.750000 sec): 3 clusters
  Score: Raw -14847652.180953 + Penalty 3917.844669 = -14843734.336284
  nChanged 0
		SP:Iteration 52F (57012.750000 sec): 3 clusters
  Score: Raw -14847652.180953 + Penalty 3917.844669 = -14843734.336284
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 20 (472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57012.940000 sec): 2 clusters
  Score: Raw -39501.348692 + Penalty 1000.509085 = -38500.839607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57013.130000 sec): 3 clusters
  Score: Raw -39440.757856 + Penalty 2001.018170 = -37439.739686
  nChanged 102
		SP:Iteration 1F (57013.250000 sec): 3 clusters
  Score: Raw -39628.057978 + Penalty 2001.018170 = -37627.039808
  nChanged 30
		SP:Iteration 2F (57013.410000 sec): 3 clusters
  Score: Raw -39697.326683 + Penalty 2001.018170 = -37696.308513
  nChanged 20
		SP:Iteration 3Q (57013.580000 sec): 3 clusters
  Score: Raw -39800.408753 + Penalty 2001.018170 = -37799.390583
  nChanged 29
		SP:Iteration 4F (57013.740000 sec): 3 clusters
  Score: Raw -40011.737098 + Penalty 2001.018170 = -38010.718927
  nChanged 21
		SP:Iteration 5Q (57013.920000 sec): 3 clusters
  Score: Raw -40266.402539 + Penalty 2001.018170 = -38265.384368
  nChanged 27
		SP:Iteration 6F (57014.080000 sec): 3 clusters
  Score: Raw -40331.592322 + Penalty 2001.018170 = -38330.574152
  nChanged 17
		SP:Iteration 7Q (57014.290000 sec): 3 clusters
  Score: Raw -40371.333064 + Penalty 2001.018170 = -38370.314893
  nChanged 16
		SP:Iteration 8Q (57014.450000 sec): 3 clusters
  Score: Raw -40414.496677 + Penalty 2001.018170 = -38413.478507
  nChanged 7
		SP:Iteration 9Q (57014.590000 sec): 3 clusters
  Score: Raw -40428.298704 + Penalty 2001.018170 = -38427.280534
  nChanged 4
		SP:Iteration 10Q (57014.780000 sec): 3 clusters
  Score: Raw -40437.165208 + Penalty 2001.018170 = -38436.147038
  nChanged 2
		SP:Iteration 11Q (57014.950000 sec): 3 clusters
  Score: Raw -40441.800303 + Penalty 2001.018170 = -38440.782132
  nChanged 2
		SP:Iteration 12Q (57015.130000 sec): 3 clusters
  Score: Raw -40450.583601 + Penalty 2001.018170 = -38449.565431
  nChanged 3
		SP:Iteration 13Q (57015.250000 sec): 3 clusters
  Score: Raw -40458.778422 + Penalty 2001.018170 = -38457.760252
  nChanged 1
		SP:Iteration 14Q (57015.410000 sec): 3 clusters
  Score: Raw -40461.332744 + Penalty 2001.018170 = -38460.314574
  nChanged 0
		SP:Iteration 15F (57015.580000 sec): 3 clusters
  Score: Raw -40461.332744 + Penalty 2001.018170 = -38460.314574
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 21 (2675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57015.700000 sec): 2 clusters
  Score: Raw -190693.666906 + Penalty 1282.402007 = -189411.264899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57015.870000 sec): 3 clusters
  Score: Raw -189478.588985 + Penalty 2564.804014 = -186913.784971
  nChanged 1028
		SP:Iteration 1F (57016.070000 sec): 3 clusters
  Score: Raw -190303.058324 + Penalty 2564.804014 = -187738.254310
  nChanged 270
		SP:Iteration 2F (57016.240000 sec): 3 clusters
  Score: Raw -190542.680853 + Penalty 2564.804014 = -187977.876839
  nChanged 152
		SP:Iteration 3F (57016.390000 sec): 3 clusters
  Score: Raw -190692.573826 + Penalty 2564.804014 = -188127.769812
  nChanged 121
		SP:Iteration 4Q (57016.590000 sec): 3 clusters
  Score: Raw -190801.660274 + Penalty 2564.804014 = -188236.856260
  nChanged 105
		SP:Iteration 5Q (57016.710000 sec): 3 clusters
  Score: Raw -190888.127430 + Penalty 2564.804014 = -188323.323415
  nChanged 85
		SP:Iteration 6Q (57016.890000 sec): 3 clusters
  Score: Raw -190955.555250 + Penalty 2564.804014 = -188390.751236
  nChanged 78
		SP:Iteration 7Q (57017.060000 sec): 3 clusters
  Score: Raw -191002.162301 + Penalty 2564.804014 = -188437.358287
  nChanged 64
		SP:Iteration 8Q (57017.220000 sec): 3 clusters
  Score: Raw -191045.026570 + Penalty 2564.804014 = -188480.222556
  nChanged 57
		SP:Iteration 9Q (57017.350000 sec): 3 clusters
  Score: Raw -191088.912869 + Penalty 2564.804014 = -188524.108855
  nChanged 42
		SP:Iteration 10Q (57017.500000 sec): 3 clusters
  Score: Raw -191111.449306 + Penalty 2564.804014 = -188546.645292
  nChanged 38
		SP:Iteration 11Q (57017.700000 sec): 3 clusters
  Score: Raw -191132.532093 + Penalty 2564.804014 = -188567.728079
  nChanged 35
		SP:Iteration 12Q (57017.900000 sec): 3 clusters
  Score: Raw -191155.504411 + Penalty 2564.804014 = -188590.700397
  nChanged 35
		SP:Iteration 13Q (57018.030000 sec): 3 clusters
  Score: Raw -191175.630895 + Penalty 2564.804014 = -188610.826881
  nChanged 30
		SP:Iteration 14Q (57018.260000 sec): 3 clusters
  Score: Raw -191189.494225 + Penalty 2564.804014 = -188624.690211
  nChanged 29
		SP:Iteration 15Q (57018.440000 sec): 3 clusters
  Score: Raw -191204.215885 + Penalty 2564.804014 = -188639.411870
  nChanged 24
		SP:Iteration 16Q (57018.620000 sec): 3 clusters
  Score: Raw -191216.157301 + Penalty 2564.804014 = -188651.353287
  nChanged 23
		SP:Iteration 17Q (57018.750000 sec): 3 clusters
  Score: Raw -191229.576720 + Penalty 2564.804014 = -188664.772706
  nChanged 23
		SP:Iteration 18Q (57018.880000 sec): 3 clusters
  Score: Raw -191241.678154 + Penalty 2564.804014 = -188676.874140
  nChanged 18
		SP:Iteration 19Q (57019.020000 sec): 3 clusters
  Score: Raw -191252.521890 + Penalty 2564.804014 = -188687.717876
  nChanged 17
		SP:Iteration 20F (57019.200000 sec): 3 clusters
  Score: Raw -191258.595349 + Penalty 2564.804014 = -188693.791335
  nChanged 14
		SP:Iteration 21Q (57019.380000 sec): 3 clusters
  Score: Raw -191263.878550 + Penalty 2564.804014 = -188699.074535
  nChanged 13
		SP:Iteration 22Q (57019.540000 sec): 3 clusters
  Score: Raw -191271.439063 + Penalty 2564.804014 = -188706.635049
  nChanged 16
		SP:Iteration 23Q (57019.720000 sec): 3 clusters
  Score: Raw -191278.619833 + Penalty 2564.804014 = -188713.815818
  nChanged 13
		SP:Iteration 24Q (57019.900000 sec): 3 clusters
  Score: Raw -191283.001245 + Penalty 2564.804014 = -188718.197231
  nChanged 9
		SP:Iteration 25Q (57020.080000 sec): 3 clusters
  Score: Raw -191286.979549 + Penalty 2564.804014 = -188722.175535
  nChanged 9
		SP:Iteration 26Q (57020.240000 sec): 3 clusters
  Score: Raw -191293.239091 + Penalty 2564.804014 = -188728.435077
  nChanged 13
		SP:Iteration 27Q (57020.400000 sec): 3 clusters
  Score: Raw -191299.647854 + Penalty 2564.804014 = -188734.843840
  nChanged 9
		SP:Iteration 28Q (57020.560000 sec): 3 clusters
  Score: Raw -191301.966257 + Penalty 2564.804014 = -188737.162242
  nChanged 9
		SP:Iteration 29Q (57020.770000 sec): 3 clusters
  Score: Raw -191304.800075 + Penalty 2564.804014 = -188739.996061
  nChanged 3
		SP:Iteration 30Q (57020.980000 sec): 3 clusters
  Score: Raw -191305.395432 + Penalty 2564.804014 = -188740.591418
  nChanged 1
		SP:Iteration 31Q (57021.160000 sec): 3 clusters
  Score: Raw -191305.658042 + Penalty 2564.804014 = -188740.854028
  nChanged 0
		SP:Iteration 32F (57021.370000 sec): 3 clusters
  Score: Raw -191305.658042 + Penalty 2564.804014 = -188740.854028
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 22 (4607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57021.460000 sec): 2 clusters
  Score: Raw -371288.503180 + Penalty 1370.741477 = -369917.761703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57021.680000 sec): 3 clusters
  Score: Raw -368952.382793 + Penalty 2741.482954 = -366210.899840
  nChanged 1818
		SP:Iteration 1F (57021.870000 sec): 3 clusters
  Score: Raw -369902.567912 + Penalty 2741.482954 = -367161.084959
  nChanged 301
		SP:Iteration 2F (57022.100000 sec): 3 clusters
  Score: Raw -370073.344074 + Penalty 2741.482954 = -367331.861121
  nChanged 221
		SP:Iteration 3Q (57022.310000 sec): 3 clusters
  Score: Raw -370184.257581 + Penalty 2741.482954 = -367442.774628
  nChanged 176
		SP:Iteration 4Q (57022.590000 sec): 3 clusters
  Score: Raw -370285.783343 + Penalty 2741.482954 = -367544.300390
  nChanged 194
		SP:Iteration 5Q (57022.780000 sec): 3 clusters
  Score: Raw -370381.726501 + Penalty 2741.482954 = -367640.243547
  nChanged 170
		SP:Iteration 6Q (57023.020000 sec): 3 clusters
  Score: Raw -370467.114792 + Penalty 2741.482954 = -367725.631838
  nChanged 153
		SP:Iteration 7Q (57023.270000 sec): 3 clusters
  Score: Raw -370543.612740 + Penalty 2741.482954 = -367802.129787
  nChanged 140
		SP:Iteration 8Q (57023.440000 sec): 3 clusters
  Score: Raw -370622.933306 + Penalty 2741.482954 = -367881.450352
  nChanged 114
		SP:Iteration 9Q (57023.610000 sec): 3 clusters
  Score: Raw -370687.408876 + Penalty 2741.482954 = -367945.925922
  nChanged 107
		SP:Iteration 10Q (57023.830000 sec): 3 clusters
  Score: Raw -370746.678558 + Penalty 2741.482954 = -368005.195605
  nChanged 100
		SP:Iteration 11Q (57023.980000 sec): 3 clusters
  Score: Raw -370796.048062 + Penalty 2741.482954 = -368054.565108
  nChanged 87
		SP:Iteration 12Q (57024.110000 sec): 3 clusters
  Score: Raw -370845.830112 + Penalty 2741.482954 = -368104.347158
  nChanged 100
		SP:Iteration 13Q (57024.300000 sec): 3 clusters
  Score: Raw -370906.636773 + Penalty 2741.482954 = -368165.153819
  nChanged 100
		SP:Iteration 14Q (57024.420000 sec): 3 clusters
  Score: Raw -370962.637453 + Penalty 2741.482954 = -368221.154500
  nChanged 116
		SP:Iteration 15Q (57024.600000 sec): 3 clusters
  Score: Raw -371034.049643 + Penalty 2741.482954 = -368292.566690
  nChanged 111
		SP:Iteration 16Q (57024.790000 sec): 3 clusters
  Score: Raw -371103.453728 + Penalty 2741.482954 = -368361.970774
  nChanged 106
		SP:Iteration 17Q (57025.000000 sec): 3 clusters
  Score: Raw -371170.167786 + Penalty 2741.482954 = -368428.684832
  nChanged 105
		SP:Iteration 18Q (57025.180000 sec): 3 clusters
  Score: Raw -371234.695519 + Penalty 2741.482954 = -368493.212566
  nChanged 94
		SP:Iteration 19Q (57025.390000 sec): 3 clusters
  Score: Raw -371291.655342 + Penalty 2741.482954 = -368550.172389
  nChanged 77
		SP:Iteration 20F (57025.560000 sec): 3 clusters
  Score: Raw -371338.631105 + Penalty 2741.482954 = -368597.148151
  nChanged 76
		SP:Iteration 21Q (57025.750000 sec): 3 clusters
  Score: Raw -371376.900093 + Penalty 2741.482954 = -368635.417140
  nChanged 62
		SP:Iteration 22Q (57025.900000 sec): 3 clusters
  Score: Raw -371410.994537 + Penalty 2741.482954 = -368669.511583
  nChanged 55
		SP:Iteration 23Q (57026.080000 sec): 3 clusters
  Score: Raw -371441.768055 + Penalty 2741.482954 = -368700.285101
  nChanged 57
		SP:Iteration 24Q (57026.270000 sec): 3 clusters
  Score: Raw -371472.048689 + Penalty 2741.482954 = -368730.565736
  nChanged 43
		SP:Iteration 25Q (57026.420000 sec): 3 clusters
  Score: Raw -371500.379539 + Penalty 2741.482954 = -368758.896585
  nChanged 44
		SP:Iteration 26Q (57026.610000 sec): 3 clusters
  Score: Raw -371520.138490 + Penalty 2741.482954 = -368778.655536
  nChanged 30
		SP:Iteration 27Q (57026.840000 sec): 3 clusters
  Score: Raw -371532.532661 + Penalty 2741.482954 = -368791.049708
  nChanged 22
		SP:Iteration 28Q (57027.110000 sec): 3 clusters
  Score: Raw -371542.759503 + Penalty 2741.482954 = -368801.276549
  nChanged 21
		SP:Iteration 29Q (57027.320000 sec): 3 clusters
  Score: Raw -371550.591060 + Penalty 2741.482954 = -368809.108106
  nChanged 18
		SP:Iteration 30Q (57027.550000 sec): 3 clusters
  Score: Raw -371557.150846 + Penalty 2741.482954 = -368815.667892
  nChanged 19
		SP:Iteration 31Q (57027.750000 sec): 3 clusters
  Score: Raw -371564.400510 + Penalty 2741.482954 = -368822.917556
  nChanged 14
		SP:Iteration 32Q (57027.930000 sec): 3 clusters
  Score: Raw -371568.403413 + Penalty 2741.482954 = -368826.920460
  nChanged 15
		SP:Iteration 33Q (57028.180000 sec): 3 clusters
  Score: Raw -371573.291734 + Penalty 2741.482954 = -368831.808781
  nChanged 14
		SP:Iteration 34Q (57028.400000 sec): 3 clusters
  Score: Raw -371576.966659 + Penalty 2741.482954 = -368835.483706
  nChanged 11
		SP:Iteration 35Q (57028.650000 sec): 3 clusters
  Score: Raw -371581.919648 + Penalty 2741.482954 = -368840.436695
  nChanged 11
		SP:Iteration 36Q (57028.880000 sec): 3 clusters
  Score: Raw -371586.919513 + Penalty 2741.482954 = -368845.436560
  nChanged 15
		SP:Iteration 37Q (57029.040000 sec): 3 clusters
  Score: Raw -371592.871152 + Penalty 2741.482954 = -368851.388198
  nChanged 22
		SP:Iteration 38Q (57029.250000 sec): 3 clusters
  Score: Raw -371601.507780 + Penalty 2741.482954 = -368860.024827
  nChanged 22
		SP:Iteration 39Q (57029.500000 sec): 3 clusters
  Score: Raw -371611.769634 + Penalty 2741.482954 = -368870.286681
  nChanged 26
		SP:Iteration 40F (57029.720000 sec): 3 clusters
  Score: Raw -371621.912742 + Penalty 2741.482954 = -368880.429789
  nChanged 22
		SP:Iteration 41Q (57029.920000 sec): 3 clusters
  Score: Raw -371630.826410 + Penalty 2741.482954 = -368889.343456
  nChanged 24
		SP:Iteration 42Q (57030.140000 sec): 3 clusters
  Score: Raw -371642.423724 + Penalty 2741.482954 = -368900.940771
  nChanged 29
		SP:Iteration 43Q (57030.380000 sec): 3 clusters
  Score: Raw -371651.584811 + Penalty 2741.482954 = -368910.101857
  nChanged 18
		SP:Iteration 44Q (57030.560000 sec): 3 clusters
  Score: Raw -371658.987778 + Penalty 2741.482954 = -368917.504824
  nChanged 15
		SP:Iteration 45Q (57030.710000 sec): 3 clusters
  Score: Raw -371663.819869 + Penalty 2741.482954 = -368922.336916
  nChanged 15
		SP:Iteration 46Q (57030.840000 sec): 3 clusters
  Score: Raw -371668.046335 + Penalty 2741.482954 = -368926.563382
  nChanged 9
		SP:Iteration 47Q (57031.060000 sec): 3 clusters
  Score: Raw -371671.878832 + Penalty 2741.482954 = -368930.395878
  nChanged 5
		SP:Iteration 48Q (57031.290000 sec): 3 clusters
  Score: Raw -371673.530157 + Penalty 2741.482954 = -368932.047204
  nChanged 3
		SP:Iteration 49Q (57031.500000 sec): 3 clusters
  Score: Raw -371674.231095 + Penalty 2741.482954 = -368932.748142
  nChanged 4
		SP:Iteration 50Q (57031.680000 sec): 3 clusters
  Score: Raw -371675.408729 + Penalty 2741.482954 = -368933.925775
  nChanged 5
		SP:Iteration 51Q (57031.860000 sec): 3 clusters
  Score: Raw -371677.813695 + Penalty 2741.482954 = -368936.330742
  nChanged 3
		SP:Iteration 52Q (57032.020000 sec): 3 clusters
  Score: Raw -371678.762943 + Penalty 2741.482954 = -368937.279990
  nChanged 3
		SP:Iteration 53Q (57032.240000 sec): 3 clusters
  Score: Raw -371679.779941 + Penalty 2741.482954 = -368938.296987
  nChanged 4
		SP:Iteration 54Q (57032.410000 sec): 3 clusters
  Score: Raw -371681.036054 + Penalty 2741.482954 = -368939.553101
  nChanged 4
		SP:Iteration 55Q (57032.610000 sec): 3 clusters
  Score: Raw -371682.186828 + Penalty 2741.482954 = -368940.703875
  nChanged 4
		SP:Iteration 56Q (57032.810000 sec): 3 clusters
  Score: Raw -371683.328460 + Penalty 2741.482954 = -368941.845506
  nChanged 1
		SP:Iteration 57Q (57033.040000 sec): 3 clusters
  Score: Raw -371683.600800 + Penalty 2741.482954 = -368942.117846
  nChanged 1
		SP:Iteration 58Q (57033.280000 sec): 3 clusters
  Score: Raw -371683.720633 + Penalty 2741.482954 = -368942.237679
  nChanged 1
		SP:Iteration 59Q (57033.480000 sec): 3 clusters
  Score: Raw -371683.921716 + Penalty 2741.482954 = -368942.438763
  nChanged 1
		SP:Iteration 60F (57033.700000 sec): 3 clusters
  Score: Raw -371684.032381 + Penalty 2741.482954 = -368942.549427
  nChanged 1
		SP:Iteration 61Q (57033.920000 sec): 3 clusters
  Score: Raw -371684.379804 + Penalty 2741.482954 = -368942.896851
  nChanged 1
		SP:Iteration 62Q (57034.140000 sec): 3 clusters
  Score: Raw -371684.647297 + Penalty 2741.482954 = -368943.164344
  nChanged 1
		SP:Iteration 63Q (57034.360000 sec): 3 clusters
  Score: Raw -371684.900440 + Penalty 2741.482954 = -368943.417486
  nChanged 0
		SP:Iteration 64F (57034.580000 sec): 3 clusters
  Score: Raw -371684.900440 + Penalty 2741.482954 = -368943.417486
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 23 (6054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57034.720000 sec): 2 clusters
  Score: Raw -501865.021484 + Penalty 1415.127105 = -500449.894380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57034.940000 sec): 3 clusters
  Score: Raw -498694.445798 + Penalty 2830.254209 = -495864.191589
  nChanged 2468
		SP:Iteration 1F (57035.140000 sec): 3 clusters
  Score: Raw -500094.323499 + Penalty 2830.254209 = -497264.069290
  nChanged 408
		SP:Iteration 2F (57035.390000 sec): 3 clusters
  Score: Raw -500302.750742 + Penalty 2830.254209 = -497472.496533
  nChanged 341
		SP:Iteration 3F (57035.570000 sec): 3 clusters
  Score: Raw -500472.002496 + Penalty 2830.254209 = -497641.748287
  nChanged 282
		SP:Iteration 4Q (57035.730000 sec): 3 clusters
  Score: Raw -500603.327178 + Penalty 2830.254209 = -497773.072969
  nChanged 252
		SP:Iteration 5Q (57035.940000 sec): 3 clusters
  Score: Raw -500726.203209 + Penalty 2830.254209 = -497895.948999
  nChanged 249
		SP:Iteration 6Q (57036.180000 sec): 3 clusters
  Score: Raw -500846.992001 + Penalty 2830.254209 = -498016.737792
  nChanged 207
		SP:Iteration 7Q (57036.380000 sec): 3 clusters
  Score: Raw -500936.388296 + Penalty 2830.254209 = -498106.134087
  nChanged 187
		SP:Iteration 8Q (57036.630000 sec): 3 clusters
  Score: Raw -501024.129050 + Penalty 2830.254209 = -498193.874841
  nChanged 175
		SP:Iteration 9Q (57036.790000 sec): 3 clusters
  Score: Raw -501105.213320 + Penalty 2830.254209 = -498274.959110
  nChanged 193
		SP:Iteration 10Q (57037.000000 sec): 3 clusters
  Score: Raw -501214.845504 + Penalty 2830.254209 = -498384.591295
  nChanged 210
		SP:Iteration 11Q (57037.190000 sec): 3 clusters
  Score: Raw -501332.929588 + Penalty 2830.254209 = -498502.675379
  nChanged 177
		SP:Iteration 12Q (57037.400000 sec): 3 clusters
  Score: Raw -501437.788941 + Penalty 2830.254209 = -498607.534732
  nChanged 168
		SP:Iteration 13Q (57037.580000 sec): 3 clusters
  Score: Raw -501544.566385 + Penalty 2830.254209 = -498714.312176
  nChanged 173
		SP:Iteration 14Q (57037.790000 sec): 3 clusters
  Score: Raw -501653.972365 + Penalty 2830.254209 = -498823.718156
  nChanged 150
		SP:Iteration 15Q (57038.010000 sec): 3 clusters
  Score: Raw -501748.059412 + Penalty 2830.254209 = -498917.805203
  nChanged 111
		SP:Iteration 16Q (57038.230000 sec): 3 clusters
  Score: Raw -501823.119942 + Penalty 2830.254209 = -498992.865733
  nChanged 103
		SP:Iteration 17Q (57038.450000 sec): 3 clusters
  Score: Raw -501897.661551 + Penalty 2830.254209 = -499067.407342
  nChanged 99
		SP:Iteration 18Q (57038.670000 sec): 3 clusters
  Score: Raw -501968.789364 + Penalty 2830.254209 = -499138.535155
  nChanged 72
		SP:Iteration 19Q (57038.890000 sec): 3 clusters
  Score: Raw -502014.273855 + Penalty 2830.254209 = -499184.019646
  nChanged 57
		SP:Iteration 20F (57039.120000 sec): 3 clusters
  Score: Raw -502048.759710 + Penalty 2830.254209 = -499218.505501
  nChanged 44
		SP:Iteration 21Q (57039.340000 sec): 3 clusters
  Score: Raw -502075.492048 + Penalty 2830.254209 = -499245.237839
  nChanged 44
		SP:Iteration 22Q (57039.550000 sec): 3 clusters
  Score: Raw -502100.990251 + Penalty 2830.254209 = -499270.736042
  nChanged 37
		SP:Iteration 23Q (57039.810000 sec): 3 clusters
  Score: Raw -502121.057986 + Penalty 2830.254209 = -499290.803777
  nChanged 26
		SP:Iteration 24Q (57039.950000 sec): 3 clusters
  Score: Raw -502133.482453 + Penalty 2830.254209 = -499303.228244
  nChanged 18
		SP:Iteration 25Q (57040.130000 sec): 3 clusters
  Score: Raw -502143.240261 + Penalty 2830.254209 = -499312.986052
  nChanged 23
		SP:Iteration 26Q (57040.320000 sec): 3 clusters
  Score: Raw -502157.009536 + Penalty 2830.254209 = -499326.755327
  nChanged 13
		SP:Iteration 27Q (57040.490000 sec): 3 clusters
  Score: Raw -502164.247001 + Penalty 2830.254209 = -499333.992792
  nChanged 11
		SP:Iteration 28Q (57040.640000 sec): 3 clusters
  Score: Raw -502171.962000 + Penalty 2830.254209 = -499341.707791
  nChanged 11
		SP:Iteration 29Q (57040.850000 sec): 3 clusters
  Score: Raw -502177.982285 + Penalty 2830.254209 = -499347.728076
  nChanged 12
		SP:Iteration 30Q (57041.040000 sec): 3 clusters
  Score: Raw -502184.321858 + Penalty 2830.254209 = -499354.067649
  nChanged 9
		SP:Iteration 31Q (57041.240000 sec): 3 clusters
  Score: Raw -502187.411263 + Penalty 2830.254209 = -499357.157054
  nChanged 9
		SP:Iteration 32Q (57041.480000 sec): 3 clusters
  Score: Raw -502195.074716 + Penalty 2830.254209 = -499364.820507
  nChanged 12
		SP:Iteration 33Q (57041.730000 sec): 3 clusters
  Score: Raw -502205.933896 + Penalty 2830.254209 = -499375.679687
  nChanged 12
		SP:Iteration 34Q (57041.920000 sec): 3 clusters
  Score: Raw -502214.791633 + Penalty 2830.254209 = -499384.537424
  nChanged 11
		SP:Iteration 35Q (57042.150000 sec): 3 clusters
  Score: Raw -502221.996758 + Penalty 2830.254209 = -499391.742549
  nChanged 12
		SP:Iteration 36Q (57042.350000 sec): 3 clusters
  Score: Raw -502230.345374 + Penalty 2830.254209 = -499400.091165
  nChanged 12
		SP:Iteration 37Q (57042.560000 sec): 3 clusters
  Score: Raw -502238.888034 + Penalty 2830.254209 = -499408.633825
  nChanged 5
		SP:Iteration 38Q (57042.730000 sec): 3 clusters
  Score: Raw -502242.799182 + Penalty 2830.254209 = -499412.544973
  nChanged 3
		SP:Iteration 39Q (57042.930000 sec): 3 clusters
  Score: Raw -502244.683038 + Penalty 2830.254209 = -499414.428829
  nChanged 2
		SP:Iteration 40F (57043.100000 sec): 3 clusters
  Score: Raw -502247.777224 + Penalty 2830.254209 = -499417.523015
  nChanged 5
		SP:Iteration 41Q (57043.320000 sec): 3 clusters
  Score: Raw -502249.965737 + Penalty 2830.254209 = -499419.711528
  nChanged 4
		SP:Iteration 42Q (57043.530000 sec): 3 clusters
  Score: Raw -502252.515175 + Penalty 2830.254209 = -499422.260965
  nChanged 2
		SP:Iteration 43Q (57043.700000 sec): 3 clusters
  Score: Raw -502253.592895 + Penalty 2830.254209 = -499423.338686
  nChanged 0
		SP:Iteration 44F (57043.890000 sec): 3 clusters
  Score: Raw -502253.592895 + Penalty 2830.254209 = -499423.338686
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 24 (77558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57044.450000 sec): 2 clusters
  Score: Raw -6774140.609975 + Penalty 1829.551965 = -6772311.058010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57045.060000 sec): 3 clusters
  Score: Raw -6724196.369418 + Penalty 3659.103930 = -6720537.265488
  nChanged 36863
		SP:Iteration 1F (57045.670000 sec): 3 clusters
  Score: Raw -6745279.653627 + Penalty 3659.103930 = -6741620.549697
  nChanged 2464
		SP:Iteration 2Q (57046.320000 sec): 3 clusters
  Score: Raw -6745887.597737 + Penalty 3659.103930 = -6742228.493807
  nChanged 2626
		SP:Iteration 3Q (57047.010000 sec): 3 clusters
  Score: Raw -6746675.429243 + Penalty 3659.103930 = -6743016.325313
  nChanged 3185
		SP:Iteration 4Q (57047.710000 sec): 3 clusters
  Score: Raw -6747977.793932 + Penalty 3659.103930 = -6744318.690002
  nChanged 4291
		SP:Iteration 5F (57048.320000 sec): 3 clusters
  Score: Raw -6750306.638672 + Penalty 3659.103930 = -6746647.534742
  nChanged 5662
		SP:Iteration 6F (57048.900000 sec): 3 clusters
  Score: Raw -6754316.378850 + Penalty 3659.103930 = -6750657.274920
  nChanged 6795
		SP:Iteration 7F (57049.500000 sec): 3 clusters
  Score: Raw -6760318.125722 + Penalty 3659.103930 = -6756659.021792
  nChanged 6607
		SP:Iteration 8F (57050.090000 sec): 3 clusters
  Score: Raw -6766958.984759 + Penalty 3659.103930 = -6763299.880829
  nChanged 4554
		SP:Iteration 9F (57050.700000 sec): 3 clusters
  Score: Raw -6771548.703368 + Penalty 3659.103930 = -6767889.599438
  nChanged 2064
		SP:Iteration 10Q (57051.310000 sec): 3 clusters
  Score: Raw -6773474.643436 + Penalty 3659.103930 = -6769815.539507
  nChanged 800
		SP:Iteration 11Q (57051.960000 sec): 3 clusters
  Score: Raw -6774191.187211 + Penalty 3659.103930 = -6770532.083281
  nChanged 294
		SP:Iteration 12Q (57052.530000 sec): 3 clusters
  Score: Raw -6774459.634331 + Penalty 3659.103930 = -6770800.530401
  nChanged 153
		SP:Iteration 13Q (57053.070000 sec): 3 clusters
  Score: Raw -6774607.189212 + Penalty 3659.103930 = -6770948.085282
  nChanged 97
		SP:Iteration 14Q (57053.690000 sec): 3 clusters
  Score: Raw -6774684.353514 + Penalty 3659.103930 = -6771025.249584
  nChanged 62
		SP:Iteration 15Q (57054.270000 sec): 3 clusters
  Score: Raw -6774719.277494 + Penalty 3659.103930 = -6771060.173564
  nChanged 30
		SP:Iteration 16Q (57054.750000 sec): 3 clusters
  Score: Raw -6774734.587296 + Penalty 3659.103930 = -6771075.483366
  nChanged 26
		SP:Iteration 17Q (57055.280000 sec): 3 clusters
  Score: Raw -6774751.900524 + Penalty 3659.103930 = -6771092.796594
  nChanged 25
		SP:Iteration 18Q (57055.880000 sec): 3 clusters
  Score: Raw -6774764.755875 + Penalty 3659.103930 = -6771105.651945
  nChanged 25
		SP:Iteration 19Q (57056.460000 sec): 3 clusters
  Score: Raw -6774777.230267 + Penalty 3659.103930 = -6771118.126337
  nChanged 16
		SP:Iteration 20F (57057.070000 sec): 3 clusters
  Score: Raw -6774784.276565 + Penalty 3659.103930 = -6771125.172635
  nChanged 10
		SP:Iteration 21Q (57057.690000 sec): 3 clusters
  Score: Raw -6774792.006237 + Penalty 3659.103930 = -6771132.902308
  nChanged 15
		SP:Iteration 22Q (57058.250000 sec): 3 clusters
  Score: Raw -6774801.681500 + Penalty 3659.103930 = -6771142.577570
  nChanged 13
		SP:Iteration 23Q (57058.810000 sec): 3 clusters
  Score: Raw -6774808.249733 + Penalty 3659.103930 = -6771149.145804
  nChanged 6
		SP:Iteration 24Q (57059.370000 sec): 3 clusters
  Score: Raw -6774811.037550 + Penalty 3659.103930 = -6771151.933620
  nChanged 6
		SP:Iteration 25Q (57059.850000 sec): 3 clusters
  Score: Raw -6774814.211795 + Penalty 3659.103930 = -6771155.107866
  nChanged 3
		SP:Iteration 26Q (57060.330000 sec): 3 clusters
  Score: Raw -6774815.038074 + Penalty 3659.103930 = -6771155.934144
  nChanged 1
		SP:Iteration 27Q (57060.890000 sec): 3 clusters
  Score: Raw -6774815.319738 + Penalty 3659.103930 = -6771156.215809
  nChanged 2
		SP:Iteration 28Q (57061.370000 sec): 3 clusters
  Score: Raw -6774816.113235 + Penalty 3659.103930 = -6771157.009305
  nChanged 0
		SP:Iteration 29F (57061.930000 sec): 3 clusters
  Score: Raw -6774816.113235 + Penalty 3659.103930 = -6771157.009305
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 25 (13539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57062.120000 sec): 2 clusters
  Score: Raw -1204431.215590 + Penalty 1545.916074 = -1202885.299516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57062.410000 sec): 3 clusters
  Score: Raw -1196507.135782 + Penalty 3091.832149 = -1193415.303634
  nChanged 6001
		SP:Iteration 1F (57062.650000 sec): 3 clusters
  Score: Raw -1199804.776993 + Penalty 3091.832149 = -1196712.944844
  nChanged 717
		SP:Iteration 2F (57062.940000 sec): 3 clusters
  Score: Raw -1200080.142819 + Penalty 3091.832149 = -1196988.310670
  nChanged 633
		SP:Iteration 3Q (57063.230000 sec): 3 clusters
  Score: Raw -1200332.071405 + Penalty 3091.832149 = -1197240.239257
  nChanged 610
		SP:Iteration 4Q (57063.450000 sec): 3 clusters
  Score: Raw -1200607.642239 + Penalty 3091.832149 = -1197515.810090
  nChanged 558
		SP:Iteration 5Q (57063.730000 sec): 3 clusters
  Score: Raw -1200882.354829 + Penalty 3091.832149 = -1197790.522680
  nChanged 578
		SP:Iteration 6Q (57063.920000 sec): 3 clusters
  Score: Raw -1201226.896273 + Penalty 3091.832149 = -1198135.064124
  nChanged 625
		SP:Iteration 7Q (57064.160000 sec): 3 clusters
  Score: Raw -1201632.104449 + Penalty 3091.832149 = -1198540.272300
  nChanged 615
		SP:Iteration 8Q (57064.420000 sec): 3 clusters
  Score: Raw -1202063.970612 + Penalty 3091.832149 = -1198972.138463
  nChanged 596
		SP:Iteration 9Q (57064.710000 sec): 3 clusters
  Score: Raw -1202475.864543 + Penalty 3091.832149 = -1199384.032395
  nChanged 552
		SP:Iteration 10Q (57064.990000 sec): 3 clusters
  Score: Raw -1202878.385538 + Penalty 3091.832149 = -1199786.553389
  nChanged 523
		SP:Iteration 11Q (57065.260000 sec): 3 clusters
  Score: Raw -1203271.927454 + Penalty 3091.832149 = -1200180.095305
  nChanged 430
		SP:Iteration 12Q (57065.550000 sec): 3 clusters
  Score: Raw -1203565.749269 + Penalty 3091.832149 = -1200473.917121
  nChanged 357
		SP:Iteration 13Q (57065.850000 sec): 3 clusters
  Score: Raw -1203802.343493 + Penalty 3091.832149 = -1200710.511345
  nChanged 311
		SP:Iteration 14Q (57066.110000 sec): 3 clusters
  Score: Raw -1203999.353621 + Penalty 3091.832149 = -1200907.521472
  nChanged 265
		SP:Iteration 15Q (57066.360000 sec): 3 clusters
  Score: Raw -1204182.062109 + Penalty 3091.832149 = -1201090.229961
  nChanged 213
		SP:Iteration 16Q (57066.620000 sec): 3 clusters
  Score: Raw -1204319.717414 + Penalty 3091.832149 = -1201227.885265
  nChanged 188
		SP:Iteration 17Q (57066.900000 sec): 3 clusters
  Score: Raw -1204447.617912 + Penalty 3091.832149 = -1201355.785763
  nChanged 155
		SP:Iteration 18Q (57067.190000 sec): 3 clusters
  Score: Raw -1204550.391777 + Penalty 3091.832149 = -1201458.559628
  nChanged 117
		SP:Iteration 19Q (57067.460000 sec): 3 clusters
  Score: Raw -1204626.211723 + Penalty 3091.832149 = -1201534.379574
  nChanged 93
		SP:Iteration 20F (57067.740000 sec): 3 clusters
  Score: Raw -1204690.578693 + Penalty 3091.832149 = -1201598.746544
  nChanged 65
		SP:Iteration 21Q (57067.970000 sec): 3 clusters
  Score: Raw -1204732.254485 + Penalty 3091.832149 = -1201640.422336
  nChanged 56
		SP:Iteration 22Q (57068.240000 sec): 3 clusters
  Score: Raw -1204770.261637 + Penalty 3091.832149 = -1201678.429489
  nChanged 56
		SP:Iteration 23Q (57068.420000 sec): 3 clusters
  Score: Raw -1204800.613478 + Penalty 3091.832149 = -1201708.781329
  nChanged 41
		SP:Iteration 24Q (57068.600000 sec): 3 clusters
  Score: Raw -1204822.827626 + Penalty 3091.832149 = -1201730.995477
  nChanged 45
		SP:Iteration 25Q (57068.800000 sec): 3 clusters
  Score: Raw -1204852.454690 + Penalty 3091.832149 = -1201760.622541
  nChanged 43
		SP:Iteration 26Q (57068.960000 sec): 3 clusters
  Score: Raw -1204880.196222 + Penalty 3091.832149 = -1201788.364073
  nChanged 27
		SP:Iteration 27Q (57069.190000 sec): 3 clusters
  Score: Raw -1204894.801252 + Penalty 3091.832149 = -1201802.969103
  nChanged 18
		SP:Iteration 28Q (57069.390000 sec): 3 clusters
  Score: Raw -1204903.456455 + Penalty 3091.832149 = -1201811.624306
  nChanged 13
		SP:Iteration 29Q (57069.570000 sec): 3 clusters
  Score: Raw -1204908.916999 + Penalty 3091.832149 = -1201817.084850
  nChanged 10
		SP:Iteration 30Q (57069.880000 sec): 3 clusters
  Score: Raw -1204912.308464 + Penalty 3091.832149 = -1201820.476316
  nChanged 8
		SP:Iteration 31Q (57070.100000 sec): 3 clusters
  Score: Raw -1204914.957904 + Penalty 3091.832149 = -1201823.125755
  nChanged 7
		SP:Iteration 32Q (57070.330000 sec): 3 clusters
  Score: Raw -1204917.855667 + Penalty 3091.832149 = -1201826.023519
  nChanged 7
		SP:Iteration 33Q (57070.550000 sec): 3 clusters
  Score: Raw -1204921.014369 + Penalty 3091.832149 = -1201829.182220
  nChanged 4
		SP:Iteration 34Q (57070.790000 sec): 3 clusters
  Score: Raw -1204922.898490 + Penalty 3091.832149 = -1201831.066342
  nChanged 4
		SP:Iteration 35Q (57071.010000 sec): 3 clusters
  Score: Raw -1204924.051543 + Penalty 3091.832149 = -1201832.219394
  nChanged 3
		SP:Iteration 36Q (57071.260000 sec): 3 clusters
  Score: Raw -1204925.207415 + Penalty 3091.832149 = -1201833.375266
  nChanged 5
		SP:Iteration 37Q (57071.540000 sec): 3 clusters
  Score: Raw -1204927.849938 + Penalty 3091.832149 = -1201836.017789
  nChanged 3
		SP:Iteration 38Q (57071.800000 sec): 3 clusters
  Score: Raw -1204928.788337 + Penalty 3091.832149 = -1201836.956188
  nChanged 1
		SP:Iteration 39Q (57072.040000 sec): 3 clusters
  Score: Raw -1204929.368027 + Penalty 3091.832149 = -1201837.535879
  nChanged 1
		SP:Iteration 40F (57072.240000 sec): 3 clusters
  Score: Raw -1204929.749471 + Penalty 3091.832149 = -1201837.917323
  nChanged 3
		SP:Iteration 41Q (57072.440000 sec): 3 clusters
  Score: Raw -1204932.242479 + Penalty 3091.832149 = -1201840.410330
  nChanged 3
		SP:Iteration 42Q (57072.710000 sec): 3 clusters
  Score: Raw -1204933.500435 + Penalty 3091.832149 = -1201841.668287
  nChanged 1
		SP:Iteration 43Q (57072.900000 sec): 3 clusters
  Score: Raw -1204933.925982 + Penalty 3091.832149 = -1201842.093833
  nChanged 2
		SP:Iteration 44Q (57073.100000 sec): 3 clusters
  Score: Raw -1204934.564208 + Penalty 3091.832149 = -1201842.732059
  nChanged 0
		SP:Iteration 45F (57073.290000 sec): 3 clusters
  Score: Raw -1204934.564208 + Penalty 3091.832149 = -1201842.732059
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 26 (53309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57073.680000 sec): 2 clusters
  Score: Raw -4624403.853416 + Penalty 1768.627323 = -4622635.226093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57074.180000 sec): 3 clusters
  Score: Raw -4590533.204245 + Penalty 3537.254647 = -4586995.949598
  nChanged 25017
		SP:Iteration 1F (57074.680000 sec): 3 clusters
  Score: Raw -4604777.827332 + Penalty 3537.254647 = -4601240.572685
  nChanged 2244
		SP:Iteration 2Q (57075.240000 sec): 3 clusters
  Score: Raw -4605516.407506 + Penalty 3537.254647 = -4601979.152859
  nChanged 2573
		SP:Iteration 3Q (57075.790000 sec): 3 clusters
  Score: Raw -4606596.104120 + Penalty 3537.254647 = -4603058.849473
  nChanged 3104
		SP:Iteration 4F (57076.260000 sec): 3 clusters
  Score: Raw -4608174.697933 + Penalty 3537.254647 = -4604637.443286
  nChanged 3610
		SP:Iteration 5F (57076.770000 sec): 3 clusters
  Score: Raw -4610306.124377 + Penalty 3537.254647 = -4606768.869730
  nChanged 3792
		SP:Iteration 6F (57077.220000 sec): 3 clusters
  Score: Raw -4612609.684904 + Penalty 3537.254647 = -4609072.430257
  nChanged 3409
		SP:Iteration 7F (57077.700000 sec): 3 clusters
  Score: Raw -4614615.404918 + Penalty 3537.254647 = -4611078.150271
  nChanged 2941
		SP:Iteration 8F (57078.140000 sec): 3 clusters
  Score: Raw -4616418.134864 + Penalty 3537.254647 = -4612880.880218
  nChanged 2483
		SP:Iteration 9Q (57078.690000 sec): 3 clusters
  Score: Raw -4618001.552558 + Penalty 3537.254647 = -4614464.297911
  nChanged 2128
		SP:Iteration 10Q (57079.240000 sec): 3 clusters
  Score: Raw -4619517.076567 + Penalty 3537.254647 = -4615979.821921
  nChanged 1801
		SP:Iteration 11Q (57079.760000 sec): 3 clusters
  Score: Raw -4621011.670607 + Penalty 3537.254647 = -4617474.415960
  nChanged 1352
		SP:Iteration 12Q (57080.310000 sec): 3 clusters
  Score: Raw -4622320.896301 + Penalty 3537.254647 = -4618783.641654
  nChanged 978
		SP:Iteration 13Q (57080.830000 sec): 3 clusters
  Score: Raw -4623354.522201 + Penalty 3537.254647 = -4619817.267554
  nChanged 727
		SP:Iteration 14Q (57081.290000 sec): 3 clusters
  Score: Raw -4624035.455607 + Penalty 3537.254647 = -4620498.200960
  nChanged 503
		SP:Iteration 15Q (57081.790000 sec): 3 clusters
  Score: Raw -4624439.559500 + Penalty 3537.254647 = -4620902.304853
  nChanged 359
		SP:Iteration 16Q (57082.190000 sec): 3 clusters
  Score: Raw -4624603.676948 + Penalty 3537.254647 = -4621066.422302
  nChanged 223
		SP:Iteration 17Q (57082.650000 sec): 3 clusters
  Score: Raw -4624675.702055 + Penalty 3537.254647 = -4621138.447409
  nChanged 153
		SP:Iteration 18Q (57083.140000 sec): 3 clusters
  Score: Raw -4624714.771667 + Penalty 3537.254647 = -4621177.517020
  nChanged 103
		SP:Iteration 19Q (57083.590000 sec): 3 clusters
  Score: Raw -4624733.889445 + Penalty 3537.254647 = -4621196.634799
  nChanged 77
		SP:Iteration 20F (57084.050000 sec): 3 clusters
  Score: Raw -4624748.504954 + Penalty 3537.254647 = -4621211.250307
  nChanged 69
		SP:Iteration 21Q (57084.470000 sec): 3 clusters
  Score: Raw -4624761.073352 + Penalty 3537.254647 = -4621223.818705
  nChanged 56
		SP:Iteration 22Q (57084.880000 sec): 3 clusters
  Score: Raw -4624770.448666 + Penalty 3537.254647 = -4621233.194020
  nChanged 44
		SP:Iteration 23Q (57085.380000 sec): 3 clusters
  Score: Raw -4624776.417259 + Penalty 3537.254647 = -4621239.162612
  nChanged 33
		SP:Iteration 24Q (57085.840000 sec): 3 clusters
  Score: Raw -4624780.754345 + Penalty 3537.254647 = -4621243.499698
  nChanged 27
		SP:Iteration 25Q (57086.270000 sec): 3 clusters
  Score: Raw -4624783.823188 + Penalty 3537.254647 = -4621246.568541
  nChanged 22
		SP:Iteration 26Q (57086.780000 sec): 3 clusters
  Score: Raw -4624786.246242 + Penalty 3537.254647 = -4621248.991595
  nChanged 21
		SP:Iteration 27Q (57087.310000 sec): 3 clusters
  Score: Raw -4624788.811409 + Penalty 3537.254647 = -4621251.556763
  nChanged 22
		SP:Iteration 28Q (57087.740000 sec): 3 clusters
  Score: Raw -4624791.899430 + Penalty 3537.254647 = -4621254.644783
  nChanged 30
		SP:Iteration 29Q (57088.200000 sec): 3 clusters
  Score: Raw -4624795.904918 + Penalty 3537.254647 = -4621258.650271
  nChanged 25
		SP:Iteration 30Q (57088.680000 sec): 3 clusters
  Score: Raw -4624798.274217 + Penalty 3537.254647 = -4621261.019570
  nChanged 23
		SP:Iteration 31Q (57089.080000 sec): 3 clusters
  Score: Raw -4624800.146418 + Penalty 3537.254647 = -4621262.891772
  nChanged 16
		SP:Iteration 32Q (57089.580000 sec): 3 clusters
  Score: Raw -4624801.525244 + Penalty 3537.254647 = -4621264.270598
  nChanged 13
		SP:Iteration 33Q (57090.050000 sec): 3 clusters
  Score: Raw -4624802.579400 + Penalty 3537.254647 = -4621265.324754
  nChanged 11
		SP:Iteration 34Q (57090.510000 sec): 3 clusters
  Score: Raw -4624803.501622 + Penalty 3537.254647 = -4621266.246975
  nChanged 13
		SP:Iteration 35Q (57090.930000 sec): 3 clusters
  Score: Raw -4624804.843889 + Penalty 3537.254647 = -4621267.589242
  nChanged 16
		SP:Iteration 36Q (57091.430000 sec): 3 clusters
  Score: Raw -4624806.700409 + Penalty 3537.254647 = -4621269.445762
  nChanged 16
		SP:Iteration 37Q (57091.910000 sec): 3 clusters
  Score: Raw -4624808.209933 + Penalty 3537.254647 = -4621270.955286
  nChanged 12
		SP:Iteration 38Q (57092.330000 sec): 3 clusters
  Score: Raw -4624810.047925 + Penalty 3537.254647 = -4621272.793278
  nChanged 14
		SP:Iteration 39Q (57092.800000 sec): 3 clusters
  Score: Raw -4624811.859795 + Penalty 3537.254647 = -4621274.605148
  nChanged 11
		SP:Iteration 40F (57093.200000 sec): 3 clusters
  Score: Raw -4624812.796788 + Penalty 3537.254647 = -4621275.542142
  nChanged 12
		SP:Iteration 41Q (57093.640000 sec): 3 clusters
  Score: Raw -4624814.121299 + Penalty 3537.254647 = -4621276.866652
  nChanged 8
		SP:Iteration 42Q (57094.200000 sec): 3 clusters
  Score: Raw -4624814.784823 + Penalty 3537.254647 = -4621277.530176
  nChanged 6
		SP:Iteration 43Q (57094.730000 sec): 3 clusters
  Score: Raw -4624815.196369 + Penalty 3537.254647 = -4621277.941722
  nChanged 5
		SP:Iteration 44Q (57095.190000 sec): 3 clusters
  Score: Raw -4624815.660031 + Penalty 3537.254647 = -4621278.405384
  nChanged 8
		SP:Iteration 45Q (57095.680000 sec): 3 clusters
  Score: Raw -4624816.471334 + Penalty 3537.254647 = -4621279.216687
  nChanged 6
		SP:Iteration 46Q (57096.080000 sec): 3 clusters
  Score: Raw -4624816.984274 + Penalty 3537.254647 = -4621279.729627
  nChanged 6
		SP:Iteration 47Q (57096.510000 sec): 3 clusters
  Score: Raw -4624817.585816 + Penalty 3537.254647 = -4621280.331169
  nChanged 5
		SP:Iteration 48Q (57097.000000 sec): 3 clusters
  Score: Raw -4624817.980107 + Penalty 3537.254647 = -4621280.725461
  nChanged 3
		SP:Iteration 49Q (57097.530000 sec): 3 clusters
  Score: Raw -4624818.201003 + Penalty 3537.254647 = -4621280.946357
  nChanged 1
		SP:Iteration 50Q (57097.900000 sec): 3 clusters
  Score: Raw -4624818.277602 + Penalty 3537.254647 = -4621281.022955
  nChanged 1
		SP:Iteration 51Q (57098.350000 sec): 3 clusters
  Score: Raw -4624818.313490 + Penalty 3537.254647 = -4621281.058843
  nChanged 1
		SP:Iteration 52Q (57098.830000 sec): 3 clusters
  Score: Raw -4624818.395046 + Penalty 3537.254647 = -4621281.140400
  nChanged 2
		SP:Iteration 53Q (57099.270000 sec): 3 clusters
  Score: Raw -4624818.497775 + Penalty 3537.254647 = -4621281.243128
  nChanged 2
		SP:Iteration 54Q (57099.740000 sec): 3 clusters
  Score: Raw -4624818.645549 + Penalty 3537.254647 = -4621281.390903
  nChanged 2
		SP:Iteration 55Q (57100.170000 sec): 3 clusters
  Score: Raw -4624818.760279 + Penalty 3537.254647 = -4621281.505632
  nChanged 1
		SP:Iteration 56Q (57100.630000 sec): 3 clusters
  Score: Raw -4624818.782869 + Penalty 3537.254647 = -4621281.528222
  nChanged 0
		SP:Iteration 57F (57101.030000 sec): 3 clusters
  Score: Raw -4624818.782869 + Penalty 3537.254647 = -4621281.528222
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 27 (148005 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57101.870000 sec): 2 clusters
  Score: Raw -12673883.407525 + Penalty 1934.562717 = -12671948.844808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57102.850000 sec): 3 clusters
  Score: Raw -12576494.917663 + Penalty 3869.125434 = -12572625.792229
  nChanged 71301
		SP:Iteration 1F (57103.890000 sec): 3 clusters
  Score: Raw -12618742.889228 + Penalty 3869.125434 = -12614873.763794
  nChanged 5503
		SP:Iteration 2Q (57105.070000 sec): 3 clusters
  Score: Raw -12620576.576212 + Penalty 3869.125434 = -12616707.450778
  nChanged 6850
		SP:Iteration 3Q (57106.200000 sec): 3 clusters
  Score: Raw -12623615.926738 + Penalty 3869.125434 = -12619746.801304
  nChanged 9039
		SP:Iteration 4F (57107.210000 sec): 3 clusters
  Score: Raw -12628981.796627 + Penalty 3869.125434 = -12625112.671192
  nChanged 11513
		SP:Iteration 5F (57108.250000 sec): 3 clusters
  Score: Raw -12637822.737853 + Penalty 3869.125434 = -12633953.612419
  nChanged 13020
		SP:Iteration 6F (57109.310000 sec): 3 clusters
  Score: Raw -12649704.579564 + Penalty 3869.125434 = -12645835.454130
  nChanged 11530
		SP:Iteration 7F (57110.300000 sec): 3 clusters
  Score: Raw -12661021.313713 + Penalty 3869.125434 = -12657152.188279
  nChanged 7648
		SP:Iteration 8F (57111.280000 sec): 3 clusters
  Score: Raw -12668410.080730 + Penalty 3869.125434 = -12664540.955296
  nChanged 3842
		SP:Iteration 9Q (57112.220000 sec): 3 clusters
  Score: Raw -12671902.079141 + Penalty 3869.125434 = -12668032.953707
  nChanged 1604
		SP:Iteration 10Q (57113.030000 sec): 3 clusters
  Score: Raw -12673259.708477 + Penalty 3869.125434 = -12669390.583043
  nChanged 592
		SP:Iteration 11Q (57113.980000 sec): 3 clusters
  Score: Raw -12673748.484202 + Penalty 3869.125434 = -12669879.358768
  nChanged 224
		SP:Iteration 12Q (57115.010000 sec): 3 clusters
  Score: Raw -12673941.062982 + Penalty 3869.125434 = -12670071.937548
  nChanged 103
		SP:Iteration 13Q (57115.870000 sec): 3 clusters
  Score: Raw -12674023.445595 + Penalty 3869.125434 = -12670154.320161
  nChanged 61
		SP:Iteration 14Q (57116.840000 sec): 3 clusters
  Score: Raw -12674083.375549 + Penalty 3869.125434 = -12670214.250115
  nChanged 43
		SP:Iteration 15Q (57117.750000 sec): 3 clusters
  Score: Raw -12674120.064396 + Penalty 3869.125434 = -12670250.938962
  nChanged 29
		SP:Iteration 16Q (57118.710000 sec): 3 clusters
  Score: Raw -12674145.283357 + Penalty 3869.125434 = -12670276.157923
  nChanged 15
		SP:Iteration 17Q (57119.720000 sec): 3 clusters
  Score: Raw -12674156.029345 + Penalty 3869.125434 = -12670286.903911
  nChanged 8
		SP:Iteration 18Q (57120.720000 sec): 3 clusters
  Score: Raw -12674162.901121 + Penalty 3869.125434 = -12670293.775687
  nChanged 6
		SP:Iteration 19Q (57121.680000 sec): 3 clusters
  Score: Raw -12674172.524535 + Penalty 3869.125434 = -12670303.399100
  nChanged 8
		SP:Iteration 20F (57122.770000 sec): 3 clusters
  Score: Raw -12674181.987771 + Penalty 3869.125434 = -12670312.862337
  nChanged 9
		SP:Iteration 21Q (57123.820000 sec): 3 clusters
  Score: Raw -12674190.281256 + Penalty 3869.125434 = -12670321.155822
  nChanged 6
		SP:Iteration 22Q (57124.760000 sec): 3 clusters
  Score: Raw -12674193.592992 + Penalty 3869.125434 = -12670324.467558
  nChanged 0
		SP:Iteration 23F (57125.760000 sec): 3 clusters
  Score: Raw -12674193.592992 + Penalty 3869.125434 = -12670324.467558
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 28 (6257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57125.940000 sec): 2 clusters
  Score: Raw -522427.176001 + Penalty 1420.486619 = -521006.689382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57126.200000 sec): 3 clusters
  Score: Raw -519106.748741 + Penalty 2840.973238 = -516265.775503
  nChanged 2614
		SP:Iteration 1F (57126.360000 sec): 3 clusters
  Score: Raw -520582.708260 + Penalty 2840.973238 = -517741.735022
  nChanged 471
		SP:Iteration 2F (57126.540000 sec): 3 clusters
  Score: Raw -520947.700533 + Penalty 2840.973238 = -518106.727296
  nChanged 484
		SP:Iteration 3F (57126.730000 sec): 3 clusters
  Score: Raw -521392.726492 + Penalty 2840.973238 = -518551.753254
  nChanged 486
		SP:Iteration 4F (57126.930000 sec): 3 clusters
  Score: Raw -521837.382731 + Penalty 2840.973238 = -518996.409494
  nChanged 419
		SP:Iteration 5F (57127.160000 sec): 3 clusters
  Score: Raw -522194.898019 + Penalty 2840.973238 = -519353.924781
  nChanged 324
		SP:Iteration 6F (57127.360000 sec): 3 clusters
  Score: Raw -522433.695371 + Penalty 2840.973238 = -519592.722133
  nChanged 274
		SP:Iteration 7Q (57127.540000 sec): 3 clusters
  Score: Raw -522611.250254 + Penalty 2840.973238 = -519770.277017
  nChanged 211
		SP:Iteration 8Q (57127.730000 sec): 3 clusters
  Score: Raw -522734.116217 + Penalty 2840.973238 = -519893.142979
  nChanged 137
		SP:Iteration 9Q (57127.930000 sec): 3 clusters
  Score: Raw -522792.015406 + Penalty 2840.973238 = -519951.042169
  nChanged 103
		SP:Iteration 10Q (57128.120000 sec): 3 clusters
  Score: Raw -522831.239906 + Penalty 2840.973238 = -519990.266668
  nChanged 82
		SP:Iteration 11Q (57128.340000 sec): 3 clusters
  Score: Raw -522863.683984 + Penalty 2840.973238 = -520022.710747
  nChanged 72
		SP:Iteration 12Q (57128.570000 sec): 3 clusters
  Score: Raw -522891.960610 + Penalty 2840.973238 = -520050.987372
  nChanged 64
		SP:Iteration 13Q (57128.780000 sec): 3 clusters
  Score: Raw -522912.817456 + Penalty 2840.973238 = -520071.844218
  nChanged 56
		SP:Iteration 14Q (57129.010000 sec): 3 clusters
  Score: Raw -522935.928301 + Penalty 2840.973238 = -520094.955064
  nChanged 62
		SP:Iteration 15Q (57129.230000 sec): 3 clusters
  Score: Raw -522957.051371 + Penalty 2840.973238 = -520116.078134
  nChanged 53
		SP:Iteration 16Q (57129.430000 sec): 3 clusters
  Score: Raw -522976.514483 + Penalty 2840.973238 = -520135.541245
  nChanged 50
		SP:Iteration 17Q (57129.660000 sec): 3 clusters
  Score: Raw -522989.907593 + Penalty 2840.973238 = -520148.934355
  nChanged 37
		SP:Iteration 18Q (57129.870000 sec): 3 clusters
  Score: Raw -523001.185959 + Penalty 2840.973238 = -520160.212722
  nChanged 37
		SP:Iteration 19Q (57130.130000 sec): 3 clusters
  Score: Raw -523012.523214 + Penalty 2840.973238 = -520171.549976
  nChanged 34
		SP:Iteration 20F (57130.310000 sec): 3 clusters
  Score: Raw -523021.581987 + Penalty 2840.973238 = -520180.608749
  nChanged 23
		SP:Iteration 21Q (57130.460000 sec): 3 clusters
  Score: Raw -523028.034602 + Penalty 2840.973238 = -520187.061364
  nChanged 19
		SP:Iteration 22Q (57130.700000 sec): 3 clusters
  Score: Raw -523034.932174 + Penalty 2840.973238 = -520193.958937
  nChanged 21
		SP:Iteration 23Q (57130.950000 sec): 3 clusters
  Score: Raw -523040.622065 + Penalty 2840.973238 = -520199.648828
  nChanged 16
		SP:Iteration 24Q (57131.070000 sec): 3 clusters
  Score: Raw -523045.333039 + Penalty 2840.973238 = -520204.359801
  nChanged 16
		SP:Iteration 25Q (57131.280000 sec): 3 clusters
  Score: Raw -523049.277916 + Penalty 2840.973238 = -520208.304678
  nChanged 9
		SP:Iteration 26Q (57131.540000 sec): 3 clusters
  Score: Raw -523051.456668 + Penalty 2840.973238 = -520210.483431
  nChanged 9
		SP:Iteration 27Q (57131.770000 sec): 3 clusters
  Score: Raw -523053.443329 + Penalty 2840.973238 = -520212.470091
  nChanged 14
		SP:Iteration 28Q (57131.990000 sec): 3 clusters
  Score: Raw -523055.934193 + Penalty 2840.973238 = -520214.960955
  nChanged 9
		SP:Iteration 29Q (57132.210000 sec): 3 clusters
  Score: Raw -523057.371947 + Penalty 2840.973238 = -520216.398709
  nChanged 10
		SP:Iteration 30Q (57132.450000 sec): 3 clusters
  Score: Raw -523058.937692 + Penalty 2840.973238 = -520217.964454
  nChanged 5
		SP:Iteration 31Q (57132.770000 sec): 3 clusters
  Score: Raw -523059.740784 + Penalty 2840.973238 = -520218.767546
  nChanged 6
		SP:Iteration 32Q (57133.000000 sec): 3 clusters
  Score: Raw -523060.616877 + Penalty 2840.973238 = -520219.643639
  nChanged 5
		SP:Iteration 33Q (57133.220000 sec): 3 clusters
  Score: Raw -523061.643585 + Penalty 2840.973238 = -520220.670347
  nChanged 5
		SP:Iteration 34Q (57133.450000 sec): 3 clusters
  Score: Raw -523062.390541 + Penalty 2840.973238 = -520221.417303
  nChanged 5
		SP:Iteration 35Q (57133.620000 sec): 3 clusters
  Score: Raw -523063.247108 + Penalty 2840.973238 = -520222.273871
  nChanged 0
		SP:Iteration 36F (57133.820000 sec): 3 clusters
  Score: Raw -523063.247108 + Penalty 2840.973238 = -520222.273871
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 29 (3600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57134.000000 sec): 2 clusters
  Score: Raw -281821.844016 + Penalty 1330.661983 = -280491.182033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57134.230000 sec): 3 clusters
  Score: Raw -280025.578807 + Penalty 2661.323965 = -277364.254842
  nChanged 1428
		SP:Iteration 1F (57134.390000 sec): 3 clusters
  Score: Raw -280997.874595 + Penalty 2661.323965 = -278336.550629
  nChanged 331
		SP:Iteration 2F (57134.530000 sec): 3 clusters
  Score: Raw -281329.219284 + Penalty 2661.323965 = -278667.895319
  nChanged 291
		SP:Iteration 3F (57134.720000 sec): 3 clusters
  Score: Raw -281592.509985 + Penalty 2661.323965 = -278931.186020
  nChanged 239
		SP:Iteration 4F (57134.920000 sec): 3 clusters
  Score: Raw -281794.652736 + Penalty 2661.323965 = -279133.328771
  nChanged 188
		SP:Iteration 5F (57135.130000 sec): 3 clusters
  Score: Raw -281959.584879 + Penalty 2661.323965 = -279298.260914
  nChanged 148
		SP:Iteration 6Q (57135.320000 sec): 3 clusters
  Score: Raw -282085.815086 + Penalty 2661.323965 = -279424.491121
  nChanged 125
		SP:Iteration 7Q (57135.560000 sec): 3 clusters
  Score: Raw -282178.131486 + Penalty 2661.323965 = -279516.807521
  nChanged 96
		SP:Iteration 8Q (57135.780000 sec): 3 clusters
  Score: Raw -282232.804707 + Penalty 2661.323965 = -279571.480742
  nChanged 58
		SP:Iteration 9Q (57135.960000 sec): 3 clusters
  Score: Raw -282264.410336 + Penalty 2661.323965 = -279603.086371
  nChanged 41
		SP:Iteration 10Q (57136.120000 sec): 3 clusters
  Score: Raw -282284.753087 + Penalty 2661.323965 = -279623.429122
  nChanged 47
		SP:Iteration 11Q (57136.320000 sec): 3 clusters
  Score: Raw -282309.644942 + Penalty 2661.323965 = -279648.320977
  nChanged 41
		SP:Iteration 12Q (57136.490000 sec): 3 clusters
  Score: Raw -282335.092762 + Penalty 2661.323965 = -279673.768797
  nChanged 40
		SP:Iteration 13Q (57136.670000 sec): 3 clusters
  Score: Raw -282362.041458 + Penalty 2661.323965 = -279700.717493
  nChanged 40
		SP:Iteration 14Q (57136.940000 sec): 3 clusters
  Score: Raw -282380.859270 + Penalty 2661.323965 = -279719.535304
  nChanged 36
		SP:Iteration 15Q (57137.120000 sec): 3 clusters
  Score: Raw -282399.825455 + Penalty 2661.323965 = -279738.501489
  nChanged 40
		SP:Iteration 16Q (57137.300000 sec): 3 clusters
  Score: Raw -282420.469680 + Penalty 2661.323965 = -279759.145714
  nChanged 31
		SP:Iteration 17Q (57137.460000 sec): 3 clusters
  Score: Raw -282439.388866 + Penalty 2661.323965 = -279778.064901
  nChanged 24
		SP:Iteration 18Q (57137.620000 sec): 3 clusters
  Score: Raw -282452.614859 + Penalty 2661.323965 = -279791.290893
  nChanged 24
		SP:Iteration 19Q (57137.840000 sec): 3 clusters
  Score: Raw -282464.135036 + Penalty 2661.323965 = -279802.811071
  nChanged 24
		SP:Iteration 20F (57138.010000 sec): 3 clusters
  Score: Raw -282473.471825 + Penalty 2661.323965 = -279812.147859
  nChanged 26
		SP:Iteration 21Q (57138.200000 sec): 3 clusters
  Score: Raw -282486.812494 + Penalty 2661.323965 = -279825.488529
  nChanged 27
		SP:Iteration 22Q (57138.370000 sec): 3 clusters
  Score: Raw -282502.043121 + Penalty 2661.323965 = -279840.719155
  nChanged 25
		SP:Iteration 23Q (57138.540000 sec): 3 clusters
  Score: Raw -282521.096808 + Penalty 2661.323965 = -279859.772843
  nChanged 34
		SP:Iteration 24Q (57138.700000 sec): 3 clusters
  Score: Raw -282548.637933 + Penalty 2661.323965 = -279887.313968
  nChanged 34
		SP:Iteration 25Q (57138.860000 sec): 3 clusters
  Score: Raw -282575.830550 + Penalty 2661.323965 = -279914.506585
  nChanged 26
		SP:Iteration 26Q (57139.020000 sec): 3 clusters
  Score: Raw -282601.199964 + Penalty 2661.323965 = -279939.875999
  nChanged 27
		SP:Iteration 27Q (57139.180000 sec): 3 clusters
  Score: Raw -282629.270180 + Penalty 2661.323965 = -279967.946214
  nChanged 29
		SP:Iteration 28Q (57139.340000 sec): 3 clusters
  Score: Raw -282658.835177 + Penalty 2661.323965 = -279997.511212
  nChanged 30
		SP:Iteration 29Q (57139.500000 sec): 3 clusters
  Score: Raw -282681.005258 + Penalty 2661.323965 = -280019.681292
  nChanged 22
		SP:Iteration 30Q (57139.670000 sec): 3 clusters
  Score: Raw -282690.712919 + Penalty 2661.323965 = -280029.388954
  nChanged 8
		SP:Iteration 31Q (57139.840000 sec): 3 clusters
  Score: Raw -282694.429346 + Penalty 2661.323965 = -280033.105380
  nChanged 9
		SP:Iteration 32Q (57140.000000 sec): 3 clusters
  Score: Raw -282696.974946 + Penalty 2661.323965 = -280035.650981
  nChanged 3
		SP:Iteration 33Q (57140.160000 sec): 3 clusters
  Score: Raw -282699.877071 + Penalty 2661.323965 = -280038.553106
  nChanged 4
		SP:Iteration 34Q (57140.320000 sec): 3 clusters
  Score: Raw -282701.504683 + Penalty 2661.323965 = -280040.180718
  nChanged 0
		SP:Iteration 35F (57140.480000 sec): 3 clusters
  Score: Raw -282701.504683 + Penalty 2661.323965 = -280040.180718
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 30 (3883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57140.580000 sec): 2 clusters
  Score: Raw -333407.910583 + Penalty 1342.959041 = -332064.951542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57140.730000 sec): 3 clusters
  Score: Raw -331457.655676 + Penalty 2685.918082 = -328771.737594
  nChanged 1518
		SP:Iteration 1F (57140.890000 sec): 3 clusters
  Score: Raw -332335.337154 + Penalty 2685.918082 = -329649.419072
  nChanged 309
		SP:Iteration 2F (57141.050000 sec): 3 clusters
  Score: Raw -332507.922536 + Penalty 2685.918082 = -329822.004454
  nChanged 203
		SP:Iteration 3F (57141.210000 sec): 3 clusters
  Score: Raw -332630.222287 + Penalty 2685.918082 = -329944.304205
  nChanged 174
		SP:Iteration 4Q (57141.370000 sec): 3 clusters
  Score: Raw -332713.928048 + Penalty 2685.918082 = -330028.009966
  nChanged 108
		SP:Iteration 5Q (57141.530000 sec): 3 clusters
  Score: Raw -332757.492519 + Penalty 2685.918082 = -330071.574436
  nChanged 81
		SP:Iteration 6Q (57141.680000 sec): 3 clusters
  Score: Raw -332788.836641 + Penalty 2685.918082 = -330102.918559
  nChanged 74
		SP:Iteration 7Q (57141.840000 sec): 3 clusters
  Score: Raw -332815.905987 + Penalty 2685.918082 = -330129.987905
  nChanged 57
		SP:Iteration 8Q (57142.000000 sec): 3 clusters
  Score: Raw -332839.393358 + Penalty 2685.918082 = -330153.475276
  nChanged 50
		SP:Iteration 9Q (57142.150000 sec): 3 clusters
  Score: Raw -332859.358450 + Penalty 2685.918082 = -330173.440368
  nChanged 38
		SP:Iteration 10Q (57142.310000 sec): 3 clusters
  Score: Raw -332874.455146 + Penalty 2685.918082 = -330188.537063
  nChanged 39
		SP:Iteration 11Q (57142.470000 sec): 3 clusters
  Score: Raw -332885.722771 + Penalty 2685.918082 = -330199.804689
  nChanged 33
		SP:Iteration 12Q (57142.630000 sec): 3 clusters
  Score: Raw -332896.527173 + Penalty 2685.918082 = -330210.609091
  nChanged 24
		SP:Iteration 13Q (57142.790000 sec): 3 clusters
  Score: Raw -332905.522743 + Penalty 2685.918082 = -330219.604661
  nChanged 28
		SP:Iteration 14Q (57142.950000 sec): 3 clusters
  Score: Raw -332915.949094 + Penalty 2685.918082 = -330230.031012
  nChanged 28
		SP:Iteration 15Q (57143.110000 sec): 3 clusters
  Score: Raw -332926.108805 + Penalty 2685.918082 = -330240.190723
  nChanged 27
		SP:Iteration 16Q (57143.260000 sec): 3 clusters
  Score: Raw -332936.374782 + Penalty 2685.918082 = -330250.456700
  nChanged 39
		SP:Iteration 17Q (57143.420000 sec): 3 clusters
  Score: Raw -332949.487115 + Penalty 2685.918082 = -330263.569033
  nChanged 36
		SP:Iteration 18Q (57143.580000 sec): 3 clusters
  Score: Raw -332960.474809 + Penalty 2685.918082 = -330274.556726
  nChanged 35
		SP:Iteration 19Q (57143.730000 sec): 3 clusters
  Score: Raw -332974.419251 + Penalty 2685.918082 = -330288.501169
  nChanged 46
		SP:Iteration 20F (57143.890000 sec): 3 clusters
  Score: Raw -332993.884057 + Penalty 2685.918082 = -330307.965975
  nChanged 41
		SP:Iteration 21Q (57144.050000 sec): 3 clusters
  Score: Raw -333010.277377 + Penalty 2685.918082 = -330324.359295
  nChanged 38
		SP:Iteration 22Q (57144.210000 sec): 3 clusters
  Score: Raw -333024.374000 + Penalty 2685.918082 = -330338.455918
  nChanged 42
		SP:Iteration 23Q (57144.370000 sec): 3 clusters
  Score: Raw -333038.643836 + Penalty 2685.918082 = -330352.725754
  nChanged 35
		SP:Iteration 24Q (57144.520000 sec): 3 clusters
  Score: Raw -333052.689761 + Penalty 2685.918082 = -330366.771679
  nChanged 37
		SP:Iteration 25Q (57144.680000 sec): 3 clusters
  Score: Raw -333066.486494 + Penalty 2685.918082 = -330380.568412
  nChanged 27
		SP:Iteration 26Q (57144.840000 sec): 3 clusters
  Score: Raw -333075.746163 + Penalty 2685.918082 = -330389.828081
  nChanged 34
		SP:Iteration 27Q (57145.000000 sec): 3 clusters
  Score: Raw -333085.889034 + Penalty 2685.918082 = -330399.970952
  nChanged 28
		SP:Iteration 28Q (57145.200000 sec): 3 clusters
  Score: Raw -333093.655161 + Penalty 2685.918082 = -330407.737079
  nChanged 29
		SP:Iteration 29Q (57145.330000 sec): 3 clusters
  Score: Raw -333101.640909 + Penalty 2685.918082 = -330415.722827
  nChanged 19
		SP:Iteration 30Q (57145.490000 sec): 3 clusters
  Score: Raw -333106.719999 + Penalty 2685.918082 = -330420.801917
  nChanged 19
		SP:Iteration 31Q (57145.650000 sec): 3 clusters
  Score: Raw -333113.737399 + Penalty 2685.918082 = -330427.819317
  nChanged 30
		SP:Iteration 32Q (57145.810000 sec): 3 clusters
  Score: Raw -333122.454590 + Penalty 2685.918082 = -330436.536508
  nChanged 23
		SP:Iteration 33Q (57145.960000 sec): 3 clusters
  Score: Raw -333130.516566 + Penalty 2685.918082 = -330444.598484
  nChanged 29
		SP:Iteration 34Q (57146.120000 sec): 3 clusters
  Score: Raw -333140.322130 + Penalty 2685.918082 = -330454.404048
  nChanged 29
		SP:Iteration 35Q (57146.280000 sec): 3 clusters
  Score: Raw -333152.007069 + Penalty 2685.918082 = -330466.088987
  nChanged 37
		SP:Iteration 36Q (57146.440000 sec): 3 clusters
  Score: Raw -333168.985447 + Penalty 2685.918082 = -330483.067365
  nChanged 54
		SP:Iteration 37Q (57146.600000 sec): 3 clusters
  Score: Raw -333196.828887 + Penalty 2685.918082 = -330510.910805
  nChanged 50
		SP:Iteration 38Q (57146.760000 sec): 3 clusters
  Score: Raw -333216.710687 + Penalty 2685.918082 = -330530.792605
  nChanged 38
		SP:Iteration 39Q (57146.910000 sec): 3 clusters
  Score: Raw -333233.059376 + Penalty 2685.918082 = -330547.141294
  nChanged 38
		SP:Iteration 40F (57147.070000 sec): 3 clusters
  Score: Raw -333247.430076 + Penalty 2685.918082 = -330561.511994
  nChanged 35
		SP:Iteration 41Q (57147.230000 sec): 3 clusters
  Score: Raw -333261.513840 + Penalty 2685.918082 = -330575.595758
  nChanged 29
		SP:Iteration 42Q (57147.380000 sec): 3 clusters
  Score: Raw -333272.627183 + Penalty 2685.918082 = -330586.709101
  nChanged 26
		SP:Iteration 43Q (57147.570000 sec): 3 clusters
  Score: Raw -333283.089046 + Penalty 2685.918082 = -330597.170963
  nChanged 22
		SP:Iteration 44Q (57147.700000 sec): 3 clusters
  Score: Raw -333289.188995 + Penalty 2685.918082 = -330603.270913
  nChanged 22
		SP:Iteration 45Q (57147.850000 sec): 3 clusters
  Score: Raw -333297.593462 + Penalty 2685.918082 = -330611.675380
  nChanged 30
		SP:Iteration 46Q (57147.990000 sec): 3 clusters
  Score: Raw -333307.393816 + Penalty 2685.918082 = -330621.475733
  nChanged 20
		SP:Iteration 47Q (57148.140000 sec): 3 clusters
  Score: Raw -333314.521815 + Penalty 2685.918082 = -330628.603733
  nChanged 17
		SP:Iteration 48Q (57148.280000 sec): 3 clusters
  Score: Raw -333319.716775 + Penalty 2685.918082 = -330633.798693
  nChanged 19
		SP:Iteration 49Q (57148.420000 sec): 3 clusters
  Score: Raw -333325.256946 + Penalty 2685.918082 = -330639.338864
  nChanged 17
		SP:Iteration 50Q (57148.570000 sec): 3 clusters
  Score: Raw -333332.210242 + Penalty 2685.918082 = -330646.292160
  nChanged 18
		SP:Iteration 51Q (57148.720000 sec): 3 clusters
  Score: Raw -333338.237992 + Penalty 2685.918082 = -330652.319910
  nChanged 16
		SP:Iteration 52Q (57148.900000 sec): 3 clusters
  Score: Raw -333342.928855 + Penalty 2685.918082 = -330657.010772
  nChanged 18
		SP:Iteration 53Q (57149.050000 sec): 3 clusters
  Score: Raw -333348.116682 + Penalty 2685.918082 = -330662.198600
  nChanged 25
		SP:Iteration 54Q (57149.190000 sec): 3 clusters
  Score: Raw -333358.453490 + Penalty 2685.918082 = -330672.535407
  nChanged 23
		SP:Iteration 55Q (57149.340000 sec): 3 clusters
  Score: Raw -333366.966994 + Penalty 2685.918082 = -330681.048912
  nChanged 23
		SP:Iteration 56Q (57149.480000 sec): 3 clusters
  Score: Raw -333374.315994 + Penalty 2685.918082 = -330688.397912
  nChanged 21
		SP:Iteration 57Q (57149.620000 sec): 3 clusters
  Score: Raw -333379.607107 + Penalty 2685.918082 = -330693.689025
  nChanged 15
		SP:Iteration 58Q (57149.770000 sec): 3 clusters
  Score: Raw -333384.427083 + Penalty 2685.918082 = -330698.509001
  nChanged 17
		SP:Iteration 59Q (57149.910000 sec): 3 clusters
  Score: Raw -333389.623764 + Penalty 2685.918082 = -330703.705681
  nChanged 12
		SP:Iteration 60F (57150.060000 sec): 3 clusters
  Score: Raw -333392.214253 + Penalty 2685.918082 = -330706.296170
  nChanged 10
		SP:Iteration 61Q (57150.200000 sec): 3 clusters
  Score: Raw -333394.682027 + Penalty 2685.918082 = -330708.763945
  nChanged 9
		SP:Iteration 62Q (57150.340000 sec): 3 clusters
  Score: Raw -333397.078533 + Penalty 2685.918082 = -330711.160450
  nChanged 11
		SP:Iteration 63Q (57150.490000 sec): 3 clusters
  Score: Raw -333400.337806 + Penalty 2685.918082 = -330714.419724
  nChanged 14
		SP:Iteration 64Q (57150.630000 sec): 3 clusters
  Score: Raw -333405.191974 + Penalty 2685.918082 = -330719.273892
  nChanged 12
		SP:Iteration 65Q (57150.780000 sec): 3 clusters
  Score: Raw -333408.434250 + Penalty 2685.918082 = -330722.516168
  nChanged 9
		SP:Iteration 66Q (57150.920000 sec): 3 clusters
  Score: Raw -333410.639280 + Penalty 2685.918082 = -330724.721197
  nChanged 10
		SP:Iteration 67Q (57151.060000 sec): 3 clusters
  Score: Raw -333413.541236 + Penalty 2685.918082 = -330727.623154
  nChanged 12
		SP:Iteration 68Q (57151.220000 sec): 3 clusters
  Score: Raw -333417.358694 + Penalty 2685.918082 = -330731.440612
  nChanged 11
		SP:Iteration 69Q (57151.370000 sec): 3 clusters
  Score: Raw -333420.682712 + Penalty 2685.918082 = -330734.764630
  nChanged 11
		SP:Iteration 70Q (57151.520000 sec): 3 clusters
  Score: Raw -333424.044345 + Penalty 2685.918082 = -330738.126263
  nChanged 9
		SP:Iteration 71Q (57151.680000 sec): 3 clusters
  Score: Raw -333425.714991 + Penalty 2685.918082 = -330739.796909
  nChanged 7
		SP:Iteration 72Q (57151.840000 sec): 3 clusters
  Score: Raw -333426.780109 + Penalty 2685.918082 = -330740.862027
  nChanged 6
		SP:Iteration 73Q (57152.000000 sec): 3 clusters
  Score: Raw -333429.073395 + Penalty 2685.918082 = -330743.155313
  nChanged 11
		SP:Iteration 74Q (57152.160000 sec): 3 clusters
  Score: Raw -333432.538551 + Penalty 2685.918082 = -330746.620469
  nChanged 8
		SP:Iteration 75Q (57152.310000 sec): 3 clusters
  Score: Raw -333435.786233 + Penalty 2685.918082 = -330749.868151
  nChanged 12
		SP:Iteration 76Q (57152.470000 sec): 3 clusters
  Score: Raw -333442.173508 + Penalty 2685.918082 = -330756.255426
  nChanged 17
		SP:Iteration 77Q (57152.630000 sec): 3 clusters
  Score: Raw -333448.296915 + Penalty 2685.918082 = -330762.378833
  nChanged 15
		SP:Iteration 78Q (57152.780000 sec): 3 clusters
  Score: Raw -333453.534523 + Penalty 2685.918082 = -330767.616441
  nChanged 8
		SP:Iteration 79Q (57152.940000 sec): 3 clusters
  Score: Raw -333455.374916 + Penalty 2685.918082 = -330769.456834
  nChanged 3
		SP:Iteration 80F (57153.100000 sec): 3 clusters
  Score: Raw -333455.977918 + Penalty 2685.918082 = -330770.059836
  nChanged 5
		SP:Iteration 81Q (57153.260000 sec): 3 clusters
  Score: Raw -333456.753539 + Penalty 2685.918082 = -330770.835457
  nChanged 1
		SP:Iteration 82Q (57153.420000 sec): 3 clusters
  Score: Raw -333456.818029 + Penalty 2685.918082 = -330770.899947
  nChanged 0
		SP:Iteration 83F (57153.570000 sec): 3 clusters
  Score: Raw -333456.818029 + Penalty 2685.918082 = -330770.899947
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 31 (6045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57153.680000 sec): 2 clusters
  Score: Raw -478838.064659 + Penalty 1414.885349 = -477423.179310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57153.830000 sec): 3 clusters
  Score: Raw -475551.762272 + Penalty 2829.770698 = -472721.991574
  nChanged 2553
		SP:Iteration 1F (57153.980000 sec): 3 clusters
  Score: Raw -476970.771213 + Penalty 2829.770698 = -474141.000515
  nChanged 410
		SP:Iteration 2F (57154.130000 sec): 3 clusters
  Score: Raw -477185.078023 + Penalty 2829.770698 = -474355.307325
  nChanged 327
		SP:Iteration 3F (57154.280000 sec): 3 clusters
  Score: Raw -477372.420933 + Penalty 2829.770698 = -474542.650235
  nChanged 316
		SP:Iteration 4F (57154.430000 sec): 3 clusters
  Score: Raw -477568.094608 + Penalty 2829.770698 = -474738.323910
  nChanged 334
		SP:Iteration 5F (57154.580000 sec): 3 clusters
  Score: Raw -477792.869371 + Penalty 2829.770698 = -474963.098673
  nChanged 338
		SP:Iteration 6F (57154.730000 sec): 3 clusters
  Score: Raw -478061.243770 + Penalty 2829.770698 = -475231.473072
  nChanged 331
		SP:Iteration 7F (57154.880000 sec): 3 clusters
  Score: Raw -478331.097069 + Penalty 2829.770698 = -475501.326371
  nChanged 275
		SP:Iteration 8Q (57155.030000 sec): 3 clusters
  Score: Raw -478550.825805 + Penalty 2829.770698 = -475721.055107
  nChanged 232
		SP:Iteration 9Q (57155.180000 sec): 3 clusters
  Score: Raw -478730.686797 + Penalty 2829.770698 = -475900.916099
  nChanged 205
		SP:Iteration 10Q (57155.330000 sec): 3 clusters
  Score: Raw -478890.240239 + Penalty 2829.770698 = -476060.469541
  nChanged 188
		SP:Iteration 11Q (57155.480000 sec): 3 clusters
  Score: Raw -479045.419321 + Penalty 2829.770698 = -476215.648623
  nChanged 153
		SP:Iteration 12Q (57155.630000 sec): 3 clusters
  Score: Raw -479188.479099 + Penalty 2829.770698 = -476358.708401
  nChanged 154
		SP:Iteration 13Q (57155.780000 sec): 3 clusters
  Score: Raw -479360.354512 + Penalty 2829.770698 = -476530.583814
  nChanged 129
		SP:Iteration 14Q (57155.930000 sec): 3 clusters
  Score: Raw -479463.726039 + Penalty 2829.770698 = -476633.955341
  nChanged 86
		SP:Iteration 15Q (57156.080000 sec): 3 clusters
  Score: Raw -479509.484282 + Penalty 2829.770698 = -476679.713584
  nChanged 55
		SP:Iteration 16Q (57156.230000 sec): 3 clusters
  Score: Raw -479529.474243 + Penalty 2829.770698 = -476699.703545
  nChanged 32
		SP:Iteration 17Q (57156.380000 sec): 3 clusters
  Score: Raw -479541.389458 + Penalty 2829.770698 = -476711.618760
  nChanged 29
		SP:Iteration 18Q (57156.530000 sec): 3 clusters
  Score: Raw -479548.462416 + Penalty 2829.770698 = -476718.691718
  nChanged 17
		SP:Iteration 19Q (57156.770000 sec): 3 clusters
  Score: Raw -479552.358122 + Penalty 2829.770698 = -476722.587424
  nChanged 9
		SP:Iteration 20F (57157.030000 sec): 3 clusters
  Score: Raw -479554.161411 + Penalty 2829.770698 = -476724.390713
  nChanged 8
		SP:Iteration 21Q (57157.230000 sec): 3 clusters
  Score: Raw -479556.025240 + Penalty 2829.770698 = -476726.254542
  nChanged 7
		SP:Iteration 22Q (57157.510000 sec): 3 clusters
  Score: Raw -479557.833038 + Penalty 2829.770698 = -476728.062340
  nChanged 10
		SP:Iteration 23Q (57157.730000 sec): 3 clusters
  Score: Raw -479559.578065 + Penalty 2829.770698 = -476729.807367
  nChanged 8
		SP:Iteration 24Q (57157.960000 sec): 3 clusters
  Score: Raw -479561.150536 + Penalty 2829.770698 = -476731.379838
  nChanged 1
		SP:Iteration 25Q (57158.160000 sec): 3 clusters
  Score: Raw -479561.418714 + Penalty 2829.770698 = -476731.648016
  nChanged 0
		SP:Iteration 26F (57158.360000 sec): 3 clusters
  Score: Raw -479561.418714 + Penalty 2829.770698 = -476731.648016
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 32 (21945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57158.580000 sec): 2 clusters
  Score: Raw -1858975.858621 + Penalty 1624.397873 = -1857351.460748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57158.880000 sec): 3 clusters
  Score: Raw -1845678.823931 + Penalty 3248.795746 = -1842430.028185
  nChanged 9910
		SP:Iteration 1F (57159.220000 sec): 3 clusters
  Score: Raw -1851119.122051 + Penalty 3248.795746 = -1847870.326305
  nChanged 1039
		SP:Iteration 2Q (57159.550000 sec): 3 clusters
  Score: Raw -1851461.713082 + Penalty 3248.795746 = -1848212.917337
  nChanged 976
		SP:Iteration 3Q (57159.880000 sec): 3 clusters
  Score: Raw -1851805.196787 + Penalty 3248.795746 = -1848556.401042
  nChanged 1028
		SP:Iteration 4Q (57160.180000 sec): 3 clusters
  Score: Raw -1852224.835503 + Penalty 3248.795746 = -1848976.039758
  nChanged 1105
		SP:Iteration 5F (57160.430000 sec): 3 clusters
  Score: Raw -1852735.466914 + Penalty 3248.795746 = -1849486.671168
  nChanged 1210
		SP:Iteration 6F (57160.730000 sec): 3 clusters
  Score: Raw -1853390.092423 + Penalty 3248.795746 = -1850141.296678
  nChanged 1376
		SP:Iteration 7F (57161.060000 sec): 3 clusters
  Score: Raw -1854315.454743 + Penalty 3248.795746 = -1851066.658997
  nChanged 1461
		SP:Iteration 8F (57161.380000 sec): 3 clusters
  Score: Raw -1855446.495532 + Penalty 3248.795746 = -1852197.699786
  nChanged 1428
		SP:Iteration 9F (57161.700000 sec): 3 clusters
  Score: Raw -1856648.514616 + Penalty 3248.795746 = -1853399.718871
  nChanged 1151
		SP:Iteration 10F (57161.980000 sec): 3 clusters
  Score: Raw -1857685.189770 + Penalty 3248.795746 = -1854436.394024
  nChanged 767
		SP:Iteration 11Q (57162.360000 sec): 3 clusters
  Score: Raw -1858383.598007 + Penalty 3248.795746 = -1855134.802261
  nChanged 434
		SP:Iteration 12Q (57162.710000 sec): 3 clusters
  Score: Raw -1858784.727472 + Penalty 3248.795746 = -1855535.931726
  nChanged 208
		SP:Iteration 13Q (57163.020000 sec): 3 clusters
  Score: Raw -1858997.263126 + Penalty 3248.795746 = -1855748.467380
  nChanged 83
		SP:Iteration 14Q (57163.350000 sec): 3 clusters
  Score: Raw -1859069.583557 + Penalty 3248.795746 = -1855820.787811
  nChanged 41
		SP:Iteration 15Q (57163.630000 sec): 3 clusters
  Score: Raw -1859110.270976 + Penalty 3248.795746 = -1855861.475231
  nChanged 31
		SP:Iteration 16Q (57163.930000 sec): 3 clusters
  Score: Raw -1859143.181210 + Penalty 3248.795746 = -1855894.385464
  nChanged 16
		SP:Iteration 17Q (57164.220000 sec): 3 clusters
  Score: Raw -1859169.400778 + Penalty 3248.795746 = -1855920.605032
  nChanged 15
		SP:Iteration 18Q (57164.540000 sec): 3 clusters
  Score: Raw -1859181.280177 + Penalty 3248.795746 = -1855932.484432
  nChanged 9
		SP:Iteration 19Q (57164.880000 sec): 3 clusters
  Score: Raw -1859191.922346 + Penalty 3248.795746 = -1855943.126601
  nChanged 8
		SP:Iteration 20F (57165.260000 sec): 3 clusters
  Score: Raw -1859200.130758 + Penalty 3248.795746 = -1855951.335013
  nChanged 3
		SP:Iteration 21Q (57165.610000 sec): 3 clusters
  Score: Raw -1859203.395502 + Penalty 3248.795746 = -1855954.599756
  nChanged 2
		SP:Iteration 22Q (57165.890000 sec): 3 clusters
  Score: Raw -1859206.607744 + Penalty 3248.795746 = -1855957.811999
  nChanged 2
		SP:Iteration 23Q (57166.240000 sec): 3 clusters
  Score: Raw -1859209.271296 + Penalty 3248.795746 = -1855960.475551
  nChanged 3
		SP:Iteration 24Q (57166.560000 sec): 3 clusters
  Score: Raw -1859212.074283 + Penalty 3248.795746 = -1855963.278537
  nChanged 1
		SP:Iteration 25Q (57166.830000 sec): 3 clusters
  Score: Raw -1859213.589073 + Penalty 3248.795746 = -1855964.793327
  nChanged 1
		SP:Iteration 26Q (57167.210000 sec): 3 clusters
  Score: Raw -1859214.827568 + Penalty 3248.795746 = -1855966.031822
  nChanged 2
		SP:Iteration 27Q (57167.500000 sec): 3 clusters
  Score: Raw -1859215.691757 + Penalty 3248.795746 = -1855966.896011
  nChanged 0
		SP:Iteration 28F (57167.840000 sec): 3 clusters
  Score: Raw -1859215.691757 + Penalty 3248.795746 = -1855966.896011
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 33 (3350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57167.980000 sec): 2 clusters
  Score: Raw -240660.484413 + Penalty 1318.966289 = -239341.518124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57168.200000 sec): 3 clusters
  Score: Raw -239054.483177 + Penalty 2637.932578 = -236416.550599
  nChanged 1335
		SP:Iteration 1F (57168.360000 sec): 3 clusters
  Score: Raw -240005.341385 + Penalty 2637.932578 = -237367.408807
  nChanged 277
		SP:Iteration 2F (57168.560000 sec): 3 clusters
  Score: Raw -240277.933277 + Penalty 2637.932578 = -237640.000699
  nChanged 230
		SP:Iteration 3F (57168.720000 sec): 3 clusters
  Score: Raw -240548.832320 + Penalty 2637.932578 = -237910.899742
  nChanged 213
		SP:Iteration 4F (57168.850000 sec): 3 clusters
  Score: Raw -240766.909412 + Penalty 2637.932578 = -238128.976834
  nChanged 193
		SP:Iteration 5F (57169.020000 sec): 3 clusters
  Score: Raw -240948.889201 + Penalty 2637.932578 = -238310.956623
  nChanged 163
		SP:Iteration 6Q (57169.240000 sec): 3 clusters
  Score: Raw -241110.493402 + Penalty 2637.932578 = -238472.560824
  nChanged 152
		SP:Iteration 7Q (57169.440000 sec): 3 clusters
  Score: Raw -241265.999769 + Penalty 2637.932578 = -238628.067191
  nChanged 122
		SP:Iteration 8Q (57169.680000 sec): 3 clusters
  Score: Raw -241357.891942 + Penalty 2637.932578 = -238719.959364
  nChanged 79
		SP:Iteration 9Q (57169.880000 sec): 3 clusters
  Score: Raw -241415.214808 + Penalty 2637.932578 = -238777.282230
  nChanged 57
		SP:Iteration 10Q (57170.060000 sec): 3 clusters
  Score: Raw -241445.648314 + Penalty 2637.932578 = -238807.715736
  nChanged 38
		SP:Iteration 11Q (57170.290000 sec): 3 clusters
  Score: Raw -241466.768445 + Penalty 2637.932578 = -238828.835867
  nChanged 33
		SP:Iteration 12Q (57170.510000 sec): 3 clusters
  Score: Raw -241483.587696 + Penalty 2637.932578 = -238845.655118
  nChanged 26
		SP:Iteration 13Q (57170.700000 sec): 3 clusters
  Score: Raw -241494.369951 + Penalty 2637.932578 = -238856.437373
  nChanged 20
		SP:Iteration 14Q (57170.870000 sec): 3 clusters
  Score: Raw -241501.321527 + Penalty 2637.932578 = -238863.388949
  nChanged 11
		SP:Iteration 15Q (57171.080000 sec): 3 clusters
  Score: Raw -241504.965858 + Penalty 2637.932578 = -238867.033280
  nChanged 9
		SP:Iteration 16Q (57171.280000 sec): 3 clusters
  Score: Raw -241507.800137 + Penalty 2637.932578 = -238869.867559
  nChanged 7
		SP:Iteration 17Q (57171.460000 sec): 3 clusters
  Score: Raw -241510.170093 + Penalty 2637.932578 = -238872.237515
  nChanged 8
		SP:Iteration 18Q (57171.610000 sec): 3 clusters
  Score: Raw -241512.317194 + Penalty 2637.932578 = -238874.384616
  nChanged 6
		SP:Iteration 19Q (57171.780000 sec): 3 clusters
  Score: Raw -241514.848968 + Penalty 2637.932578 = -238876.916390
  nChanged 15
		SP:Iteration 20F (57171.960000 sec): 3 clusters
  Score: Raw -241521.547003 + Penalty 2637.932578 = -238883.614425
  nChanged 7
		SP:Iteration 21Q (57172.140000 sec): 3 clusters
  Score: Raw -241523.235062 + Penalty 2637.932578 = -238885.302484
  nChanged 6
		SP:Iteration 22Q (57172.240000 sec): 3 clusters
  Score: Raw -241525.087786 + Penalty 2637.932578 = -238887.155208
  nChanged 6
		SP:Iteration 23Q (57172.360000 sec): 3 clusters
  Score: Raw -241527.330680 + Penalty 2637.932578 = -238889.398101
  nChanged 5
		SP:Iteration 24Q (57172.520000 sec): 3 clusters
  Score: Raw -241528.592166 + Penalty 2637.932578 = -238890.659588
  nChanged 4
		SP:Iteration 25Q (57172.690000 sec): 3 clusters
  Score: Raw -241529.992697 + Penalty 2637.932578 = -238892.060119
  nChanged 5
		SP:Iteration 26Q (57172.860000 sec): 3 clusters
  Score: Raw -241532.274805 + Penalty 2637.932578 = -238894.342227
  nChanged 4
		SP:Iteration 27Q (57173.030000 sec): 3 clusters
  Score: Raw -241532.937347 + Penalty 2637.932578 = -238895.004769
  nChanged 3
		SP:Iteration 28Q (57173.160000 sec): 3 clusters
  Score: Raw -241533.586655 + Penalty 2637.932578 = -238895.654077
  nChanged 1
		SP:Iteration 29Q (57173.340000 sec): 3 clusters
  Score: Raw -241533.837596 + Penalty 2637.932578 = -238895.905017
  nChanged 1
		SP:Iteration 30Q (57173.510000 sec): 3 clusters
  Score: Raw -241534.434785 + Penalty 2637.932578 = -238896.502207
  nChanged 1
		SP:Iteration 31Q (57173.680000 sec): 3 clusters
  Score: Raw -241535.017830 + Penalty 2637.932578 = -238897.085252
  nChanged 1
		SP:Iteration 32Q (57173.830000 sec): 3 clusters
  Score: Raw -241535.132248 + Penalty 2637.932578 = -238897.199670
  nChanged 0
		SP:Iteration 33F (57174.010000 sec): 3 clusters
  Score: Raw -241535.132248 + Penalty 2637.932578 = -238897.199670
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 34 (22451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57174.230000 sec): 2 clusters
  Score: Raw -1913598.378168 + Penalty 1628.102196 = -1911970.275972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57174.580000 sec): 3 clusters
  Score: Raw -1899821.778006 + Penalty 3256.204392 = -1896565.573614
  nChanged 10360
		SP:Iteration 1F (57174.900000 sec): 3 clusters
  Score: Raw -1905380.736417 + Penalty 3256.204392 = -1902124.532025
  nChanged 997
		SP:Iteration 2Q (57175.140000 sec): 3 clusters
  Score: Raw -1905675.188501 + Penalty 3256.204392 = -1902418.984110
  nChanged 903
		SP:Iteration 3Q (57175.510000 sec): 3 clusters
  Score: Raw -1905945.425644 + Penalty 3256.204392 = -1902689.221252
  nChanged 857
		SP:Iteration 4Q (57175.790000 sec): 3 clusters
  Score: Raw -1906201.529025 + Penalty 3256.204392 = -1902945.324634
  nChanged 795
		SP:Iteration 5Q (57176.090000 sec): 3 clusters
  Score: Raw -1906437.694053 + Penalty 3256.204392 = -1903181.489661
  nChanged 811
		SP:Iteration 6Q (57176.380000 sec): 3 clusters
  Score: Raw -1906719.126927 + Penalty 3256.204392 = -1903462.922535
  nChanged 848
		SP:Iteration 7Q (57176.650000 sec): 3 clusters
  Score: Raw -1907071.481991 + Penalty 3256.204392 = -1903815.277600
  nChanged 1005
		SP:Iteration 8Q (57176.930000 sec): 3 clusters
  Score: Raw -1907570.411743 + Penalty 3256.204392 = -1904314.207352
  nChanged 1167
		SP:Iteration 9F (57177.300000 sec): 3 clusters
  Score: Raw -1908280.765808 + Penalty 3256.204392 = -1905024.561416
  nChanged 1291
		SP:Iteration 10F (57177.630000 sec): 3 clusters
  Score: Raw -1909140.104225 + Penalty 3256.204392 = -1905883.899833
  nChanged 1283
		SP:Iteration 11F (57177.970000 sec): 3 clusters
  Score: Raw -1910020.116779 + Penalty 3256.204392 = -1906763.912388
  nChanged 1152
		SP:Iteration 12F (57178.280000 sec): 3 clusters
  Score: Raw -1910810.768721 + Penalty 3256.204392 = -1907554.564329
  nChanged 1006
		SP:Iteration 13Q (57178.580000 sec): 3 clusters
  Score: Raw -1911440.724682 + Penalty 3256.204392 = -1908184.520290
  nChanged 779
		SP:Iteration 14Q (57178.920000 sec): 3 clusters
  Score: Raw -1911813.614097 + Penalty 3256.204392 = -1908557.409705
  nChanged 547
		SP:Iteration 15Q (57179.240000 sec): 3 clusters
  Score: Raw -1912004.448908 + Penalty 3256.204392 = -1908748.244516
  nChanged 382
		SP:Iteration 16Q (57179.520000 sec): 3 clusters
  Score: Raw -1912115.631122 + Penalty 3256.204392 = -1908859.426730
  nChanged 281
		SP:Iteration 17Q (57179.880000 sec): 3 clusters
  Score: Raw -1912200.424618 + Penalty 3256.204392 = -1908944.220227
  nChanged 245
		SP:Iteration 18Q (57180.160000 sec): 3 clusters
  Score: Raw -1912290.935978 + Penalty 3256.204392 = -1909034.731587
  nChanged 227
		SP:Iteration 19Q (57180.440000 sec): 3 clusters
  Score: Raw -1912381.279837 + Penalty 3256.204392 = -1909125.075446
  nChanged 222
		SP:Iteration 20F (57180.730000 sec): 3 clusters
  Score: Raw -1912481.642093 + Penalty 3256.204392 = -1909225.437702
  nChanged 238
		SP:Iteration 21Q (57181.030000 sec): 3 clusters
  Score: Raw -1912611.545241 + Penalty 3256.204392 = -1909355.340849
  nChanged 236
		SP:Iteration 22Q (57181.330000 sec): 3 clusters
  Score: Raw -1912780.937703 + Penalty 3256.204392 = -1909524.733311
  nChanged 255
		SP:Iteration 23Q (57181.680000 sec): 3 clusters
  Score: Raw -1913043.326045 + Penalty 3256.204392 = -1909787.121654
  nChanged 239
		SP:Iteration 24Q (57181.940000 sec): 3 clusters
  Score: Raw -1913281.531795 + Penalty 3256.204392 = -1910025.327404
  nChanged 248
		SP:Iteration 25Q (57182.220000 sec): 3 clusters
  Score: Raw -1913456.994567 + Penalty 3256.204392 = -1910200.790175
  nChanged 196
		SP:Iteration 26Q (57182.530000 sec): 3 clusters
  Score: Raw -1913553.198281 + Penalty 3256.204392 = -1910296.993889
  nChanged 161
		SP:Iteration 27Q (57182.870000 sec): 3 clusters
  Score: Raw -1913610.980230 + Penalty 3256.204392 = -1910354.775839
  nChanged 155
		SP:Iteration 28Q (57183.210000 sec): 3 clusters
  Score: Raw -1913658.933307 + Penalty 3256.204392 = -1910402.728916
  nChanged 138
		SP:Iteration 29Q (57183.480000 sec): 3 clusters
  Score: Raw -1913694.695101 + Penalty 3256.204392 = -1910438.490709
  nChanged 112
		SP:Iteration 30Q (57183.850000 sec): 3 clusters
  Score: Raw -1913724.324984 + Penalty 3256.204392 = -1910468.120592
  nChanged 110
		SP:Iteration 31Q (57184.150000 sec): 3 clusters
  Score: Raw -1913753.622257 + Penalty 3256.204392 = -1910497.417866
  nChanged 106
		SP:Iteration 32Q (57184.420000 sec): 3 clusters
  Score: Raw -1913781.393028 + Penalty 3256.204392 = -1910525.188636
  nChanged 96
		SP:Iteration 33Q (57184.740000 sec): 3 clusters
  Score: Raw -1913808.455202 + Penalty 3256.204392 = -1910552.250810
  nChanged 90
		SP:Iteration 34Q (57185.000000 sec): 3 clusters
  Score: Raw -1913829.250954 + Penalty 3256.204392 = -1910573.046562
  nChanged 82
		SP:Iteration 35Q (57185.260000 sec): 3 clusters
  Score: Raw -1913846.197754 + Penalty 3256.204392 = -1910589.993362
  nChanged 81
		SP:Iteration 36Q (57185.620000 sec): 3 clusters
  Score: Raw -1913863.892233 + Penalty 3256.204392 = -1910607.687842
  nChanged 83
		SP:Iteration 37Q (57185.920000 sec): 3 clusters
  Score: Raw -1913882.195213 + Penalty 3256.204392 = -1910625.990821
  nChanged 71
		SP:Iteration 38Q (57186.170000 sec): 3 clusters
  Score: Raw -1913895.893837 + Penalty 3256.204392 = -1910639.689445
  nChanged 68
		SP:Iteration 39Q (57186.460000 sec): 3 clusters
  Score: Raw -1913909.467344 + Penalty 3256.204392 = -1910653.262952
  nChanged 69
		SP:Iteration 40F (57186.780000 sec): 3 clusters
  Score: Raw -1913920.774522 + Penalty 3256.204392 = -1910664.570131
  nChanged 48
		SP:Iteration 41Q (57187.050000 sec): 3 clusters
  Score: Raw -1913928.058522 + Penalty 3256.204392 = -1910671.854130
  nChanged 45
		SP:Iteration 42Q (57187.310000 sec): 3 clusters
  Score: Raw -1913935.993212 + Penalty 3256.204392 = -1910679.788820
  nChanged 52
		SP:Iteration 43Q (57187.620000 sec): 3 clusters
  Score: Raw -1913945.962551 + Penalty 3256.204392 = -1910689.758159
  nChanged 43
		SP:Iteration 44Q (57187.910000 sec): 3 clusters
  Score: Raw -1913954.347974 + Penalty 3256.204392 = -1910698.143582
  nChanged 48
		SP:Iteration 45Q (57188.260000 sec): 3 clusters
  Score: Raw -1913964.890642 + Penalty 3256.204392 = -1910708.686250
  nChanged 52
		SP:Iteration 46Q (57188.560000 sec): 3 clusters
  Score: Raw -1913974.906774 + Penalty 3256.204392 = -1910718.702382
  nChanged 46
		SP:Iteration 47Q (57188.760000 sec): 3 clusters
  Score: Raw -1913983.297223 + Penalty 3256.204392 = -1910727.092832
  nChanged 40
		SP:Iteration 48Q (57189.070000 sec): 3 clusters
  Score: Raw -1913990.297146 + Penalty 3256.204392 = -1910734.092754
  nChanged 26
		SP:Iteration 49Q (57189.400000 sec): 3 clusters
  Score: Raw -1913994.328903 + Penalty 3256.204392 = -1910738.124511
  nChanged 26
		SP:Iteration 50Q (57189.720000 sec): 3 clusters
  Score: Raw -1913998.556869 + Penalty 3256.204392 = -1910742.352478
  nChanged 22
		SP:Iteration 51Q (57190.030000 sec): 3 clusters
  Score: Raw -1914001.316846 + Penalty 3256.204392 = -1910745.112454
  nChanged 17
		SP:Iteration 52Q (57190.300000 sec): 3 clusters
  Score: Raw -1914003.527176 + Penalty 3256.204392 = -1910747.322784
  nChanged 13
		SP:Iteration 53Q (57190.620000 sec): 3 clusters
  Score: Raw -1914005.195048 + Penalty 3256.204392 = -1910748.990656
  nChanged 11
		SP:Iteration 54Q (57190.890000 sec): 3 clusters
  Score: Raw -1914006.624470 + Penalty 3256.204392 = -1910750.420079
  nChanged 13
		SP:Iteration 55Q (57191.230000 sec): 3 clusters
  Score: Raw -1914008.124546 + Penalty 3256.204392 = -1910751.920154
  nChanged 9
		SP:Iteration 56Q (57191.510000 sec): 3 clusters
  Score: Raw -1914009.245951 + Penalty 3256.204392 = -1910753.041559
  nChanged 6
		SP:Iteration 57Q (57191.770000 sec): 3 clusters
  Score: Raw -1914009.931179 + Penalty 3256.204392 = -1910753.726788
  nChanged 7
		SP:Iteration 58Q (57192.130000 sec): 3 clusters
  Score: Raw -1914010.694727 + Penalty 3256.204392 = -1910754.490336
  nChanged 6
		SP:Iteration 59Q (57192.470000 sec): 3 clusters
  Score: Raw -1914011.475400 + Penalty 3256.204392 = -1910755.271009
  nChanged 11
		SP:Iteration 60F (57192.750000 sec): 3 clusters
  Score: Raw -1914012.906365 + Penalty 3256.204392 = -1910756.701974
  nChanged 12
		SP:Iteration 61Q (57193.030000 sec): 3 clusters
  Score: Raw -1914014.282397 + Penalty 3256.204392 = -1910758.078006
  nChanged 14
		SP:Iteration 62Q (57193.370000 sec): 3 clusters
  Score: Raw -1914016.035066 + Penalty 3256.204392 = -1910759.830675
  nChanged 15
		SP:Iteration 63Q (57193.710000 sec): 3 clusters
  Score: Raw -1914017.938997 + Penalty 3256.204392 = -1910761.734605
  nChanged 17
		SP:Iteration 64Q (57193.990000 sec): 3 clusters
  Score: Raw -1914019.983232 + Penalty 3256.204392 = -1910763.778840
  nChanged 12
		SP:Iteration 65Q (57194.300000 sec): 3 clusters
  Score: Raw -1914020.942260 + Penalty 3256.204392 = -1910764.737868
  nChanged 9
		SP:Iteration 66Q (57194.580000 sec): 3 clusters
  Score: Raw -1914022.327297 + Penalty 3256.204392 = -1910766.122905
  nChanged 8
		SP:Iteration 67Q (57194.940000 sec): 3 clusters
  Score: Raw -1914023.562157 + Penalty 3256.204392 = -1910767.357765
  nChanged 12
		SP:Iteration 68Q (57195.220000 sec): 3 clusters
  Score: Raw -1914024.963214 + Penalty 3256.204392 = -1910768.758822
  nChanged 4
		SP:Iteration 69Q (57195.530000 sec): 3 clusters
  Score: Raw -1914025.424291 + Penalty 3256.204392 = -1910769.219900
  nChanged 6
		SP:Iteration 70Q (57195.880000 sec): 3 clusters
  Score: Raw -1914026.078885 + Penalty 3256.204392 = -1910769.874493
  nChanged 5
		SP:Iteration 71Q (57196.250000 sec): 3 clusters
  Score: Raw -1914026.707200 + Penalty 3256.204392 = -1910770.502809
  nChanged 4
		SP:Iteration 72Q (57196.540000 sec): 3 clusters
  Score: Raw -1914027.214656 + Penalty 3256.204392 = -1910771.010265
  nChanged 5
		SP:Iteration 73Q (57196.860000 sec): 3 clusters
  Score: Raw -1914027.669368 + Penalty 3256.204392 = -1910771.464976
  nChanged 6
		SP:Iteration 74Q (57197.170000 sec): 3 clusters
  Score: Raw -1914028.410779 + Penalty 3256.204392 = -1910772.206388
  nChanged 5
		SP:Iteration 75Q (57197.500000 sec): 3 clusters
  Score: Raw -1914028.917761 + Penalty 3256.204392 = -1910772.713369
  nChanged 7
		SP:Iteration 76Q (57197.830000 sec): 3 clusters
  Score: Raw -1914029.785417 + Penalty 3256.204392 = -1910773.581026
  nChanged 11
		SP:Iteration 77Q (57198.160000 sec): 3 clusters
  Score: Raw -1914031.652145 + Penalty 3256.204392 = -1910775.447753
  nChanged 13
		SP:Iteration 78Q (57198.380000 sec): 3 clusters
  Score: Raw -1914033.907615 + Penalty 3256.204392 = -1910777.703223
  nChanged 12
		SP:Iteration 79Q (57198.720000 sec): 3 clusters
  Score: Raw -1914035.468826 + Penalty 3256.204392 = -1910779.264434
  nChanged 11
		SP:Iteration 80F (57198.990000 sec): 3 clusters
  Score: Raw -1914037.248114 + Penalty 3256.204392 = -1910781.043722
  nChanged 10
		SP:Iteration 81Q (57199.310000 sec): 3 clusters
  Score: Raw -1914038.484155 + Penalty 3256.204392 = -1910782.279763
  nChanged 8
		SP:Iteration 82Q (57199.580000 sec): 3 clusters
  Score: Raw -1914039.725658 + Penalty 3256.204392 = -1910783.521266
  nChanged 11
		SP:Iteration 83Q (57199.910000 sec): 3 clusters
  Score: Raw -1914041.772307 + Penalty 3256.204392 = -1910785.567915
  nChanged 14
		SP:Iteration 84Q (57200.210000 sec): 3 clusters
  Score: Raw -1914043.382332 + Penalty 3256.204392 = -1910787.177940
  nChanged 9
		SP:Iteration 85Q (57200.560000 sec): 3 clusters
  Score: Raw -1914044.666201 + Penalty 3256.204392 = -1910788.461809
  nChanged 12
		SP:Iteration 86Q (57200.900000 sec): 3 clusters
  Score: Raw -1914046.285975 + Penalty 3256.204392 = -1910790.081583
  nChanged 12
		SP:Iteration 87Q (57201.220000 sec): 3 clusters
  Score: Raw -1914048.195913 + Penalty 3256.204392 = -1910791.991521
  nChanged 9
		SP:Iteration 88Q (57201.550000 sec): 3 clusters
  Score: Raw -1914049.304819 + Penalty 3256.204392 = -1910793.100427
  nChanged 8
		SP:Iteration 89Q (57201.890000 sec): 3 clusters
  Score: Raw -1914050.134844 + Penalty 3256.204392 = -1910793.930452
  nChanged 3
		SP:Iteration 90Q (57202.190000 sec): 3 clusters
  Score: Raw -1914050.420511 + Penalty 3256.204392 = -1910794.216119
  nChanged 1
		SP:Iteration 91Q (57202.460000 sec): 3 clusters
  Score: Raw -1914050.640693 + Penalty 3256.204392 = -1910794.436301
  nChanged 3
		SP:Iteration 92Q (57202.780000 sec): 3 clusters
  Score: Raw -1914050.884202 + Penalty 3256.204392 = -1910794.679810
  nChanged 3
		SP:Iteration 93Q (57203.080000 sec): 3 clusters
  Score: Raw -1914051.364151 + Penalty 3256.204392 = -1910795.159759
  nChanged 4
		SP:Iteration 94Q (57203.400000 sec): 3 clusters
  Score: Raw -1914051.791330 + Penalty 3256.204392 = -1910795.586938
  nChanged 2
		SP:Iteration 95Q (57203.750000 sec): 3 clusters
  Score: Raw -1914052.050062 + Penalty 3256.204392 = -1910795.845671
  nChanged 0
		SP:Iteration 96F (57204.050000 sec): 3 clusters
  Score: Raw -1914052.050062 + Penalty 3256.204392 = -1910795.845671
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 35 (9687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57204.190000 sec): 2 clusters
  Score: Raw -841772.854086 + Penalty 1491.512760 = -840281.341327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57204.460000 sec): 3 clusters
  Score: Raw -836279.054906 + Penalty 2983.025519 = -833296.029387
  nChanged 4143
		SP:Iteration 1F (57204.660000 sec): 3 clusters
  Score: Raw -838558.443278 + Penalty 2983.025519 = -835575.417759
  nChanged 627
		SP:Iteration 2F (57204.900000 sec): 3 clusters
  Score: Raw -838861.433337 + Penalty 2983.025519 = -835878.407818
  nChanged 560
		SP:Iteration 3F (57205.120000 sec): 3 clusters
  Score: Raw -839157.594635 + Penalty 2983.025519 = -836174.569116
  nChanged 537
		SP:Iteration 4F (57205.410000 sec): 3 clusters
  Score: Raw -839460.101012 + Penalty 2983.025519 = -836477.075493
  nChanged 525
		SP:Iteration 5F (57205.610000 sec): 3 clusters
  Score: Raw -839759.143162 + Penalty 2983.025519 = -836776.117643
  nChanged 496
		SP:Iteration 6F (57205.800000 sec): 3 clusters
  Score: Raw -840047.980508 + Penalty 2983.025519 = -837064.954988
  nChanged 461
		SP:Iteration 7Q (57206.050000 sec): 3 clusters
  Score: Raw -840321.865485 + Penalty 2983.025519 = -837338.839965
  nChanged 408
		SP:Iteration 8Q (57206.250000 sec): 3 clusters
  Score: Raw -840553.125025 + Penalty 2983.025519 = -837570.099506
  nChanged 375
		SP:Iteration 9Q (57206.480000 sec): 3 clusters
  Score: Raw -840804.760266 + Penalty 2983.025519 = -837821.734747
  nChanged 334
		SP:Iteration 10Q (57206.690000 sec): 3 clusters
  Score: Raw -841029.403755 + Penalty 2983.025519 = -838046.378236
  nChanged 280
		SP:Iteration 11Q (57206.870000 sec): 3 clusters
  Score: Raw -841216.610904 + Penalty 2983.025519 = -838233.585384
  nChanged 225
		SP:Iteration 12Q (57207.140000 sec): 3 clusters
  Score: Raw -841366.150557 + Penalty 2983.025519 = -838383.125038
  nChanged 181
		SP:Iteration 13Q (57207.520000 sec): 3 clusters
  Score: Raw -841501.396096 + Penalty 2983.025519 = -838518.370577
  nChanged 166
		SP:Iteration 14Q (57207.760000 sec): 3 clusters
  Score: Raw -841641.311164 + Penalty 2983.025519 = -838658.285645
  nChanged 124
		SP:Iteration 15Q (57207.940000 sec): 3 clusters
  Score: Raw -841746.344375 + Penalty 2983.025519 = -838763.318856
  nChanged 100
		SP:Iteration 16Q (57208.120000 sec): 3 clusters
  Score: Raw -841823.856731 + Penalty 2983.025519 = -838840.831211
  nChanged 86
		SP:Iteration 17Q (57208.320000 sec): 3 clusters
  Score: Raw -841881.563845 + Penalty 2983.025519 = -838898.538326
  nChanged 74
		SP:Iteration 18Q (57208.670000 sec): 3 clusters
  Score: Raw -841932.058038 + Penalty 2983.025519 = -838949.032519
  nChanged 54
		SP:Iteration 19Q (57208.910000 sec): 3 clusters
  Score: Raw -841962.149992 + Penalty 2983.025519 = -838979.124473
  nChanged 43
		SP:Iteration 20F (57209.110000 sec): 3 clusters
  Score: Raw -841989.185166 + Penalty 2983.025519 = -839006.159647
  nChanged 38
		SP:Iteration 21Q (57209.270000 sec): 3 clusters
  Score: Raw -842014.876589 + Penalty 2983.025519 = -839031.851069
  nChanged 38
		SP:Iteration 22Q (57209.490000 sec): 3 clusters
  Score: Raw -842032.718853 + Penalty 2983.025519 = -839049.693333
  nChanged 22
		SP:Iteration 23Q (57209.710000 sec): 3 clusters
  Score: Raw -842040.927818 + Penalty 2983.025519 = -839057.902299
  nChanged 13
		SP:Iteration 24Q (57209.900000 sec): 3 clusters
  Score: Raw -842045.140641 + Penalty 2983.025519 = -839062.115121
  nChanged 10
		SP:Iteration 25Q (57210.140000 sec): 3 clusters
  Score: Raw -842050.058352 + Penalty 2983.025519 = -839067.032833
  nChanged 10
		SP:Iteration 26Q (57210.370000 sec): 3 clusters
  Score: Raw -842054.766107 + Penalty 2983.025519 = -839071.740588
  nChanged 5
		SP:Iteration 27Q (57210.650000 sec): 3 clusters
  Score: Raw -842056.953895 + Penalty 2983.025519 = -839073.928376
  nChanged 13
		SP:Iteration 28Q (57210.830000 sec): 3 clusters
  Score: Raw -842066.792275 + Penalty 2983.025519 = -839083.766755
  nChanged 18
		SP:Iteration 29Q (57211.010000 sec): 3 clusters
  Score: Raw -842077.002400 + Penalty 2983.025519 = -839093.976880
  nChanged 19
		SP:Iteration 30Q (57211.240000 sec): 3 clusters
  Score: Raw -842086.815338 + Penalty 2983.025519 = -839103.789819
  nChanged 9
		SP:Iteration 31Q (57211.390000 sec): 3 clusters
  Score: Raw -842089.931221 + Penalty 2983.025519 = -839106.905702
  nChanged 8
		SP:Iteration 32Q (57211.580000 sec): 3 clusters
  Score: Raw -842094.817483 + Penalty 2983.025519 = -839111.791964
  nChanged 6
		SP:Iteration 33Q (57211.790000 sec): 3 clusters
  Score: Raw -842098.757792 + Penalty 2983.025519 = -839115.732273
  nChanged 6
		SP:Iteration 34Q (57212.010000 sec): 3 clusters
  Score: Raw -842101.709591 + Penalty 2983.025519 = -839118.684072
  nChanged 5
		SP:Iteration 35Q (57212.300000 sec): 3 clusters
  Score: Raw -842103.224079 + Penalty 2983.025519 = -839120.198559
  nChanged 3
		SP:Iteration 36Q (57212.570000 sec): 3 clusters
  Score: Raw -842104.754947 + Penalty 2983.025519 = -839121.729428
  nChanged 2
		SP:Iteration 37Q (57212.790000 sec): 3 clusters
  Score: Raw -842105.743094 + Penalty 2983.025519 = -839122.717575
  nChanged 3
		SP:Iteration 38Q (57213.020000 sec): 3 clusters
  Score: Raw -842107.115436 + Penalty 2983.025519 = -839124.089917
  nChanged 2
		SP:Iteration 39Q (57213.220000 sec): 3 clusters
  Score: Raw -842108.095546 + Penalty 2983.025519 = -839125.070027
  nChanged 2
		SP:Iteration 40F (57213.430000 sec): 3 clusters
  Score: Raw -842109.298277 + Penalty 2983.025519 = -839126.272758
  nChanged 5
		SP:Iteration 41Q (57213.650000 sec): 3 clusters
  Score: Raw -842111.289773 + Penalty 2983.025519 = -839128.264254
  nChanged 6
		SP:Iteration 42Q (57213.940000 sec): 3 clusters
  Score: Raw -842114.911706 + Penalty 2983.025519 = -839131.886186
  nChanged 5
		SP:Iteration 43Q (57214.170000 sec): 3 clusters
  Score: Raw -842116.496578 + Penalty 2983.025519 = -839133.471058
  nChanged 5
		SP:Iteration 44Q (57214.410000 sec): 3 clusters
  Score: Raw -842118.488429 + Penalty 2983.025519 = -839135.462910
  nChanged 4
		SP:Iteration 45Q (57214.620000 sec): 3 clusters
  Score: Raw -842119.568855 + Penalty 2983.025519 = -839136.543336
  nChanged 3
		SP:Iteration 46Q (57214.850000 sec): 3 clusters
  Score: Raw -842120.390065 + Penalty 2983.025519 = -839137.364546
  nChanged 2
		SP:Iteration 47Q (57215.060000 sec): 3 clusters
  Score: Raw -842121.160232 + Penalty 2983.025519 = -839138.134712
  nChanged 2
		SP:Iteration 48Q (57215.280000 sec): 3 clusters
  Score: Raw -842122.913751 + Penalty 2983.025519 = -839139.888231
  nChanged 1
		SP:Iteration 49Q (57215.430000 sec): 3 clusters
  Score: Raw -842123.105373 + Penalty 2983.025519 = -839140.079854
  nChanged 1
		SP:Iteration 50Q (57215.730000 sec): 3 clusters
  Score: Raw -842123.374890 + Penalty 2983.025519 = -839140.349371
  nChanged 0
		SP:Iteration 51F (57215.990000 sec): 3 clusters
  Score: Raw -842123.374890 + Penalty 2983.025519 = -839140.349371
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 36 (4124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57216.090000 sec): 2 clusters
  Score: Raw -331775.296080 + Penalty 1352.744062 = -330422.552018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57216.350000 sec): 3 clusters
  Score: Raw -329734.825298 + Penalty 2705.488125 = -327029.337173
  nChanged 1607
		SP:Iteration 1F (57216.540000 sec): 3 clusters
  Score: Raw -330601.993742 + Penalty 2705.488125 = -327896.505617
  nChanged 299
		SP:Iteration 2F (57216.710000 sec): 3 clusters
  Score: Raw -330768.811367 + Penalty 2705.488125 = -328063.323242
  nChanged 187
		SP:Iteration 3Q (57216.880000 sec): 3 clusters
  Score: Raw -330864.773550 + Penalty 2705.488125 = -328159.285425
  nChanged 178
		SP:Iteration 4Q (57217.060000 sec): 3 clusters
  Score: Raw -330963.261402 + Penalty 2705.488125 = -328257.773278
  nChanged 160
		SP:Iteration 5Q (57217.240000 sec): 3 clusters
  Score: Raw -331050.451845 + Penalty 2705.488125 = -328344.963720
  nChanged 148
		SP:Iteration 6Q (57217.450000 sec): 3 clusters
  Score: Raw -331127.624180 + Penalty 2705.488125 = -328422.136056
  nChanged 136
		SP:Iteration 7Q (57217.610000 sec): 3 clusters
  Score: Raw -331196.028488 + Penalty 2705.488125 = -328490.540363
  nChanged 124
		SP:Iteration 8Q (57217.800000 sec): 3 clusters
  Score: Raw -331270.528222 + Penalty 2705.488125 = -328565.040097
  nChanged 140
		SP:Iteration 9Q (57218.000000 sec): 3 clusters
  Score: Raw -331365.969723 + Penalty 2705.488125 = -328660.481599
  nChanged 139
		SP:Iteration 10Q (57218.210000 sec): 3 clusters
  Score: Raw -331464.533773 + Penalty 2705.488125 = -328759.045648
  nChanged 149
		SP:Iteration 11Q (57218.430000 sec): 3 clusters
  Score: Raw -331544.394403 + Penalty 2705.488125 = -328838.906278
  nChanged 102
		SP:Iteration 12Q (57218.630000 sec): 3 clusters
  Score: Raw -331610.968343 + Penalty 2705.488125 = -328905.480218
  nChanged 88
		SP:Iteration 13Q (57218.850000 sec): 3 clusters
  Score: Raw -331662.684842 + Penalty 2705.488125 = -328957.196717
  nChanged 85
		SP:Iteration 14Q (57219.080000 sec): 3 clusters
  Score: Raw -331717.482381 + Penalty 2705.488125 = -329011.994256
  nChanged 85
		SP:Iteration 15Q (57219.290000 sec): 3 clusters
  Score: Raw -331767.348112 + Penalty 2705.488125 = -329061.859987
  nChanged 72
		SP:Iteration 16Q (57219.430000 sec): 3 clusters
  Score: Raw -331812.626068 + Penalty 2705.488125 = -329107.137944
  nChanged 70
		SP:Iteration 17Q (57219.600000 sec): 3 clusters
  Score: Raw -331858.223771 + Penalty 2705.488125 = -329152.735646
  nChanged 62
		SP:Iteration 18Q (57219.800000 sec): 3 clusters
  Score: Raw -331895.582913 + Penalty 2705.488125 = -329190.094788
  nChanged 62
		SP:Iteration 19Q (57220.010000 sec): 3 clusters
  Score: Raw -331936.413017 + Penalty 2705.488125 = -329230.924892
  nChanged 58
		SP:Iteration 20F (57220.240000 sec): 3 clusters
  Score: Raw -331974.144985 + Penalty 2705.488125 = -329268.656860
  nChanged 55
		SP:Iteration 21Q (57220.430000 sec): 3 clusters
  Score: Raw -332011.250860 + Penalty 2705.488125 = -329305.762735
  nChanged 40
		SP:Iteration 22Q (57220.640000 sec): 3 clusters
  Score: Raw -332039.770381 + Penalty 2705.488125 = -329334.282256
  nChanged 39
		SP:Iteration 23Q (57220.860000 sec): 3 clusters
  Score: Raw -332062.104012 + Penalty 2705.488125 = -329356.615887
  nChanged 32
		SP:Iteration 24Q (57221.070000 sec): 3 clusters
  Score: Raw -332081.324601 + Penalty 2705.488125 = -329375.836476
  nChanged 22
		SP:Iteration 25Q (57221.230000 sec): 3 clusters
  Score: Raw -332091.487594 + Penalty 2705.488125 = -329385.999469
  nChanged 25
		SP:Iteration 26Q (57221.390000 sec): 3 clusters
  Score: Raw -332103.230972 + Penalty 2705.488125 = -329397.742847
  nChanged 21
		SP:Iteration 27Q (57221.570000 sec): 3 clusters
  Score: Raw -332112.560781 + Penalty 2705.488125 = -329407.072656
  nChanged 14
		SP:Iteration 28Q (57221.750000 sec): 3 clusters
  Score: Raw -332117.072365 + Penalty 2705.488125 = -329411.584240
  nChanged 10
		SP:Iteration 29Q (57221.900000 sec): 3 clusters
  Score: Raw -332121.299002 + Penalty 2705.488125 = -329415.810877
  nChanged 5
		SP:Iteration 30Q (57222.070000 sec): 3 clusters
  Score: Raw -332122.364589 + Penalty 2705.488125 = -329416.876464
  nChanged 3
		SP:Iteration 31Q (57222.240000 sec): 3 clusters
  Score: Raw -332123.155769 + Penalty 2705.488125 = -329417.667644
  nChanged 3
		SP:Iteration 32Q (57222.450000 sec): 3 clusters
  Score: Raw -332123.733127 + Penalty 2705.488125 = -329418.245002
  nChanged 1
		SP:Iteration 33Q (57222.660000 sec): 3 clusters
  Score: Raw -332124.230151 + Penalty 2705.488125 = -329418.742026
  nChanged 3
		SP:Iteration 34Q (57222.840000 sec): 3 clusters
  Score: Raw -332124.834226 + Penalty 2705.488125 = -329419.346102
  nChanged 1
		SP:Iteration 35Q (57223.000000 sec): 3 clusters
  Score: Raw -332124.888706 + Penalty 2705.488125 = -329419.400581
  nChanged 0
		SP:Iteration 36F (57223.250000 sec): 3 clusters
  Score: Raw -332124.888706 + Penalty 2705.488125 = -329419.400581
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 37 (157917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57224.210000 sec): 2 clusters
  Score: Raw -13552126.256666 + Penalty 1945.096539 = -13550181.160126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57225.300000 sec): 3 clusters
  Score: Raw -13448006.716553 + Penalty 3890.193079 = -13444116.523475
  nChanged 76289
		SP:Iteration 1F (57226.400000 sec): 3 clusters
  Score: Raw -13493537.933009 + Penalty 3890.193079 = -13489647.739930
  nChanged 5095
		SP:Iteration 2Q (57227.670000 sec): 3 clusters
  Score: Raw -13494956.240599 + Penalty 3890.193079 = -13491066.047521
  nChanged 5843
		SP:Iteration 3Q (57228.980000 sec): 3 clusters
  Score: Raw -13497025.653850 + Penalty 3890.193079 = -13493135.460771
  nChanged 7393
		SP:Iteration 4Q (57230.250000 sec): 3 clusters
  Score: Raw -13500541.805677 + Penalty 3890.193079 = -13496651.612599
  nChanged 9967
		SP:Iteration 5F (57231.370000 sec): 3 clusters
  Score: Raw -13506869.753366 + Penalty 3890.193079 = -13502979.560287
  nChanged 12925
		SP:Iteration 6F (57232.510000 sec): 3 clusters
  Score: Raw -13517283.114566 + Penalty 3890.193079 = -13513392.921487
  nChanged 14289
		SP:Iteration 7F (57233.660000 sec): 3 clusters
  Score: Raw -13530646.302384 + Penalty 3890.193079 = -13526756.109305
  nChanged 11830
		SP:Iteration 8F (57234.830000 sec): 3 clusters
  Score: Raw -13542144.076578 + Penalty 3890.193079 = -13538253.883499
  nChanged 6718
		SP:Iteration 9Q (57236.110000 sec): 3 clusters
  Score: Raw -13548397.615333 + Penalty 3890.193079 = -13544507.422254
  nChanged 2844
		SP:Iteration 10Q (57237.150000 sec): 3 clusters
  Score: Raw -13550820.993938 + Penalty 3890.193079 = -13546930.800859
  nChanged 1113
		SP:Iteration 11Q (57238.140000 sec): 3 clusters
  Score: Raw -13551740.436778 + Penalty 3890.193079 = -13547850.243699
  nChanged 464
		SP:Iteration 12Q (57239.110000 sec): 3 clusters
  Score: Raw -13552127.377470 + Penalty 3890.193079 = -13548237.184391
  nChanged 207
		SP:Iteration 13Q (57240.020000 sec): 3 clusters
  Score: Raw -13552291.271339 + Penalty 3890.193079 = -13548401.078260
  nChanged 124
		SP:Iteration 14Q (57240.990000 sec): 3 clusters
  Score: Raw -13552382.738938 + Penalty 3890.193079 = -13548492.545859
  nChanged 74
		SP:Iteration 15Q (57241.990000 sec): 3 clusters
  Score: Raw -13552426.379119 + Penalty 3890.193079 = -13548536.186041
  nChanged 48
		SP:Iteration 16Q (57243.010000 sec): 3 clusters
  Score: Raw -13552457.554400 + Penalty 3890.193079 = -13548567.361321
  nChanged 37
		SP:Iteration 17Q (57243.970000 sec): 3 clusters
  Score: Raw -13552485.465302 + Penalty 3890.193079 = -13548595.272224
  nChanged 27
		SP:Iteration 18Q (57245.010000 sec): 3 clusters
  Score: Raw -13552500.243708 + Penalty 3890.193079 = -13548610.050629
  nChanged 20
		SP:Iteration 19Q (57246.150000 sec): 3 clusters
  Score: Raw -13552510.712026 + Penalty 3890.193079 = -13548620.518947
  nChanged 15
		SP:Iteration 20F (57247.150000 sec): 3 clusters
  Score: Raw -13552518.929328 + Penalty 3890.193079 = -13548628.736249
  nChanged 15
		SP:Iteration 21Q (57248.200000 sec): 3 clusters
  Score: Raw -13552526.291900 + Penalty 3890.193079 = -13548636.098821
  nChanged 15
		SP:Iteration 22Q (57249.250000 sec): 3 clusters
  Score: Raw -13552532.028081 + Penalty 3890.193079 = -13548641.835002
  nChanged 9
		SP:Iteration 23Q (57250.230000 sec): 3 clusters
  Score: Raw -13552535.801698 + Penalty 3890.193079 = -13548645.608619
  nChanged 6
		SP:Iteration 24Q (57251.310000 sec): 3 clusters
  Score: Raw -13552537.548577 + Penalty 3890.193079 = -13548647.355498
  nChanged 2
		SP:Iteration 25Q (57252.330000 sec): 3 clusters
  Score: Raw -13552538.581324 + Penalty 3890.193079 = -13548648.388245
  nChanged 6
		SP:Iteration 26Q (57253.260000 sec): 3 clusters
  Score: Raw -13552541.788841 + Penalty 3890.193079 = -13548651.595763
  nChanged 8
		SP:Iteration 27Q (57254.240000 sec): 3 clusters
  Score: Raw -13552546.142665 + Penalty 3890.193079 = -13548655.949587
  nChanged 6
		SP:Iteration 28Q (57255.370000 sec): 3 clusters
  Score: Raw -13552548.703160 + Penalty 3890.193079 = -13548658.510081
  nChanged 9
		SP:Iteration 29Q (57256.330000 sec): 3 clusters
  Score: Raw -13552553.190715 + Penalty 3890.193079 = -13548662.997636
  nChanged 7
		SP:Iteration 30Q (57257.240000 sec): 3 clusters
  Score: Raw -13552558.460103 + Penalty 3890.193079 = -13548668.267025
  nChanged 6
		SP:Iteration 31Q (57258.270000 sec): 3 clusters
  Score: Raw -13552561.261960 + Penalty 3890.193079 = -13548671.068882
  nChanged 2
		SP:Iteration 32Q (57259.280000 sec): 3 clusters
  Score: Raw -13552562.374794 + Penalty 3890.193079 = -13548672.181715
  nChanged 3
		SP:Iteration 33Q (57260.310000 sec): 3 clusters
  Score: Raw -13552563.830683 + Penalty 3890.193079 = -13548673.637604
  nChanged 3
		SP:Iteration 34Q (57261.220000 sec): 3 clusters
  Score: Raw -13552565.492949 + Penalty 3890.193079 = -13548675.299870
  nChanged 3
		SP:Iteration 35Q (57262.170000 sec): 3 clusters
  Score: Raw -13552566.366488 + Penalty 3890.193079 = -13548676.173410
  nChanged 1
		SP:Iteration 36Q (57263.090000 sec): 3 clusters
  Score: Raw -13552567.075824 + Penalty 3890.193079 = -13548676.882745
  nChanged 0
		SP:Iteration 37F (57264.050000 sec): 3 clusters
  Score: Raw -13552567.075824 + Penalty 3890.193079 = -13548676.882745
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 38 (11395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57264.260000 sec): 2 clusters
  Score: Raw -930848.304569 + Penalty 1517.901116 = -929330.403454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57264.470000 sec): 3 clusters
  Score: Raw -924284.993797 + Penalty 3035.802231 = -921249.191566
  nChanged 4994
		SP:Iteration 1F (57264.660000 sec): 3 clusters
  Score: Raw -926956.054194 + Penalty 3035.802231 = -923920.251963
  nChanged 681
		SP:Iteration 2F (57264.850000 sec): 3 clusters
  Score: Raw -927262.494305 + Penalty 3035.802231 = -924226.692074
  nChanged 627
		SP:Iteration 3F (57265.060000 sec): 3 clusters
  Score: Raw -927518.952672 + Penalty 3035.802231 = -924483.150441
  nChanged 517
		SP:Iteration 4Q (57265.290000 sec): 3 clusters
  Score: Raw -927707.364746 + Penalty 3035.802231 = -924671.562515
  nChanged 414
		SP:Iteration 5Q (57265.550000 sec): 3 clusters
  Score: Raw -927881.837383 + Penalty 3035.802231 = -924846.035152
  nChanged 440
		SP:Iteration 6Q (57265.780000 sec): 3 clusters
  Score: Raw -928091.434021 + Penalty 3035.802231 = -925055.631790
  nChanged 450
		SP:Iteration 7Q (57266.010000 sec): 3 clusters
  Score: Raw -928308.116486 + Penalty 3035.802231 = -925272.314255
  nChanged 427
		SP:Iteration 8Q (57266.290000 sec): 3 clusters
  Score: Raw -928514.729854 + Penalty 3035.802231 = -925478.927623
  nChanged 426
		SP:Iteration 9Q (57266.470000 sec): 3 clusters
  Score: Raw -928721.200032 + Penalty 3035.802231 = -925685.397801
  nChanged 452
		SP:Iteration 10Q (57266.680000 sec): 3 clusters
  Score: Raw -928961.068461 + Penalty 3035.802231 = -925925.266230
  nChanged 404
		SP:Iteration 11Q (57266.930000 sec): 3 clusters
  Score: Raw -929155.564729 + Penalty 3035.802231 = -926119.762498
  nChanged 344
		SP:Iteration 12Q (57267.140000 sec): 3 clusters
  Score: Raw -929308.029335 + Penalty 3035.802231 = -926272.227104
  nChanged 277
		SP:Iteration 13Q (57267.390000 sec): 3 clusters
  Score: Raw -929416.613952 + Penalty 3035.802231 = -926380.811721
  nChanged 218
		SP:Iteration 14Q (57267.700000 sec): 3 clusters
  Score: Raw -929477.854286 + Penalty 3035.802231 = -926442.052055
  nChanged 163
		SP:Iteration 15Q (57267.930000 sec): 3 clusters
  Score: Raw -929518.572347 + Penalty 3035.802231 = -926482.770116
  nChanged 140
		SP:Iteration 16Q (57268.170000 sec): 3 clusters
  Score: Raw -929555.024325 + Penalty 3035.802231 = -926519.222093
  nChanged 113
		SP:Iteration 17Q (57268.460000 sec): 3 clusters
  Score: Raw -929590.144342 + Penalty 3035.802231 = -926554.342111
  nChanged 110
		SP:Iteration 18Q (57268.750000 sec): 3 clusters
  Score: Raw -929620.342053 + Penalty 3035.802231 = -926584.539822
  nChanged 102
		SP:Iteration 19Q (57269.010000 sec): 3 clusters
  Score: Raw -929643.603217 + Penalty 3035.802231 = -926607.800986
  nChanged 79
		SP:Iteration 20F (57269.250000 sec): 3 clusters
  Score: Raw -929661.569504 + Penalty 3035.802231 = -926625.767273
  nChanged 79
		SP:Iteration 21Q (57269.500000 sec): 3 clusters
  Score: Raw -929679.622383 + Penalty 3035.802231 = -926643.820152
  nChanged 76
		SP:Iteration 22Q (57269.700000 sec): 3 clusters
  Score: Raw -929693.175639 + Penalty 3035.802231 = -926657.373408
  nChanged 54
		SP:Iteration 23Q (57270.070000 sec): 3 clusters
  Score: Raw -929701.748209 + Penalty 3035.802231 = -926665.945978
  nChanged 45
		SP:Iteration 24Q (57270.340000 sec): 3 clusters
  Score: Raw -929710.830078 + Penalty 3035.802231 = -926675.027847
  nChanged 59
		SP:Iteration 25Q (57270.540000 sec): 3 clusters
  Score: Raw -929724.656331 + Penalty 3035.802231 = -926688.854100
  nChanged 68
		SP:Iteration 26Q (57270.770000 sec): 3 clusters
  Score: Raw -929742.521814 + Penalty 3035.802231 = -926706.719582
  nChanged 75
		SP:Iteration 27Q (57271.050000 sec): 3 clusters
  Score: Raw -929758.935204 + Penalty 3035.802231 = -926723.132973
  nChanged 77
		SP:Iteration 28Q (57271.360000 sec): 3 clusters
  Score: Raw -929776.294146 + Penalty 3035.802231 = -926740.491915
  nChanged 87
		SP:Iteration 29Q (57271.580000 sec): 3 clusters
  Score: Raw -929797.533615 + Penalty 3035.802231 = -926761.731384
  nChanged 68
		SP:Iteration 30Q (57271.810000 sec): 3 clusters
  Score: Raw -929814.570606 + Penalty 3035.802231 = -926778.768375
  nChanged 78
		SP:Iteration 31Q (57272.080000 sec): 3 clusters
  Score: Raw -929830.784357 + Penalty 3035.802231 = -926794.982125
  nChanged 63
		SP:Iteration 32Q (57272.330000 sec): 3 clusters
  Score: Raw -929841.996336 + Penalty 3035.802231 = -926806.194105
  nChanged 48
		SP:Iteration 33Q (57272.560000 sec): 3 clusters
  Score: Raw -929850.422923 + Penalty 3035.802231 = -926814.620692
  nChanged 54
		SP:Iteration 34Q (57272.800000 sec): 3 clusters
  Score: Raw -929858.796241 + Penalty 3035.802231 = -926822.994010
  nChanged 54
		SP:Iteration 35Q (57273.000000 sec): 3 clusters
  Score: Raw -929868.534506 + Penalty 3035.802231 = -926832.732275
  nChanged 55
		SP:Iteration 36Q (57273.230000 sec): 3 clusters
  Score: Raw -929877.387238 + Penalty 3035.802231 = -926841.585007
  nChanged 47
		SP:Iteration 37Q (57273.510000 sec): 3 clusters
  Score: Raw -929884.886801 + Penalty 3035.802231 = -926849.084570
  nChanged 50
		SP:Iteration 38Q (57273.770000 sec): 3 clusters
  Score: Raw -929892.506123 + Penalty 3035.802231 = -926856.703892
  nChanged 44
		SP:Iteration 39Q (57274.030000 sec): 3 clusters
  Score: Raw -929899.855907 + Penalty 3035.802231 = -926864.053676
  nChanged 38
		SP:Iteration 40F (57274.260000 sec): 3 clusters
  Score: Raw -929905.549053 + Penalty 3035.802231 = -926869.746822
  nChanged 37
		SP:Iteration 41Q (57274.540000 sec): 3 clusters
  Score: Raw -929910.771001 + Penalty 3035.802231 = -926874.968770
  nChanged 29
		SP:Iteration 42Q (57274.810000 sec): 3 clusters
  Score: Raw -929916.063719 + Penalty 3035.802231 = -926880.261488
  nChanged 33
		SP:Iteration 43Q (57275.110000 sec): 3 clusters
  Score: Raw -929922.058214 + Penalty 3035.802231 = -926886.255983
  nChanged 40
		SP:Iteration 44Q (57275.350000 sec): 3 clusters
  Score: Raw -929928.799943 + Penalty 3035.802231 = -926892.997712
  nChanged 47
		SP:Iteration 45Q (57275.650000 sec): 3 clusters
  Score: Raw -929937.632077 + Penalty 3035.802231 = -926901.829846
  nChanged 52
		SP:Iteration 46Q (57275.910000 sec): 3 clusters
  Score: Raw -929949.383091 + Penalty 3035.802231 = -926913.580859
  nChanged 63
		SP:Iteration 47Q (57276.110000 sec): 3 clusters
  Score: Raw -929966.134180 + Penalty 3035.802231 = -926930.331949
  nChanged 77
		SP:Iteration 48Q (57276.410000 sec): 3 clusters
  Score: Raw -929986.863467 + Penalty 3035.802231 = -926951.061236
  nChanged 76
		SP:Iteration 49Q (57276.660000 sec): 3 clusters
  Score: Raw -930002.686482 + Penalty 3035.802231 = -926966.884251
  nChanged 71
		SP:Iteration 50Q (57276.900000 sec): 3 clusters
  Score: Raw -930018.167522 + Penalty 3035.802231 = -926982.365291
  nChanged 76
		SP:Iteration 51Q (57277.100000 sec): 3 clusters
  Score: Raw -930034.057072 + Penalty 3035.802231 = -926998.254841
  nChanged 59
		SP:Iteration 52Q (57277.320000 sec): 3 clusters
  Score: Raw -930048.491402 + Penalty 3035.802231 = -927012.689171
  nChanged 80
		SP:Iteration 53Q (57277.580000 sec): 3 clusters
  Score: Raw -930064.094841 + Penalty 3035.802231 = -927028.292609
  nChanged 55
		SP:Iteration 54Q (57277.820000 sec): 3 clusters
  Score: Raw -930072.904533 + Penalty 3035.802231 = -927037.102302
  nChanged 51
		SP:Iteration 55Q (57278.050000 sec): 3 clusters
  Score: Raw -930080.531351 + Penalty 3035.802231 = -927044.729120
  nChanged 43
		SP:Iteration 56Q (57278.300000 sec): 3 clusters
  Score: Raw -930087.452793 + Penalty 3035.802231 = -927051.650562
  nChanged 43
		SP:Iteration 57Q (57278.530000 sec): 3 clusters
  Score: Raw -930095.596974 + Penalty 3035.802231 = -927059.794743
  nChanged 56
		SP:Iteration 58Q (57278.780000 sec): 3 clusters
  Score: Raw -930104.653329 + Penalty 3035.802231 = -927068.851098
  nChanged 53
		SP:Iteration 59Q (57279.030000 sec): 3 clusters
  Score: Raw -930113.492128 + Penalty 3035.802231 = -927077.689897
  nChanged 44
		SP:Iteration 60F (57279.260000 sec): 3 clusters
  Score: Raw -930121.457413 + Penalty 3035.802231 = -927085.655182
  nChanged 50
		SP:Iteration 61Q (57279.470000 sec): 3 clusters
  Score: Raw -930130.644515 + Penalty 3035.802231 = -927094.842284
  nChanged 53
		SP:Iteration 62Q (57279.700000 sec): 3 clusters
  Score: Raw -930140.949522 + Penalty 3035.802231 = -927105.147291
  nChanged 51
		SP:Iteration 63Q (57280.000000 sec): 3 clusters
  Score: Raw -930150.669173 + Penalty 3035.802231 = -927114.866942
  nChanged 47
		SP:Iteration 64Q (57280.240000 sec): 3 clusters
  Score: Raw -930158.231708 + Penalty 3035.802231 = -927122.429477
  nChanged 37
		SP:Iteration 65Q (57280.540000 sec): 3 clusters
  Score: Raw -930165.014610 + Penalty 3035.802231 = -927129.212379
  nChanged 44
		SP:Iteration 66Q (57280.810000 sec): 3 clusters
  Score: Raw -930173.639991 + Penalty 3035.802231 = -927137.837760
  nChanged 54
		SP:Iteration 67Q (57281.090000 sec): 3 clusters
  Score: Raw -930185.226107 + Penalty 3035.802231 = -927149.423876
  nChanged 62
		SP:Iteration 68Q (57281.310000 sec): 3 clusters
  Score: Raw -930199.178709 + Penalty 3035.802231 = -927163.376478
  nChanged 60
		SP:Iteration 69Q (57281.550000 sec): 3 clusters
  Score: Raw -930210.599096 + Penalty 3035.802231 = -927174.796865
  nChanged 52
		SP:Iteration 70Q (57281.820000 sec): 3 clusters
  Score: Raw -930221.314581 + Penalty 3035.802231 = -927185.512350
  nChanged 45
		SP:Iteration 71Q (57282.030000 sec): 3 clusters
  Score: Raw -930229.696446 + Penalty 3035.802231 = -927193.894215
  nChanged 38
		SP:Iteration 72Q (57282.310000 sec): 3 clusters
  Score: Raw -930236.404160 + Penalty 3035.802231 = -927200.601929
  nChanged 32
		SP:Iteration 73Q (57282.540000 sec): 3 clusters
  Score: Raw -930241.516854 + Penalty 3035.802231 = -927205.714623
  nChanged 36
		SP:Iteration 74Q (57282.770000 sec): 3 clusters
  Score: Raw -930246.550031 + Penalty 3035.802231 = -927210.747800
  nChanged 27
		SP:Iteration 75Q (57283.010000 sec): 3 clusters
  Score: Raw -930249.611002 + Penalty 3035.802231 = -927213.808771
  nChanged 15
		SP:Iteration 76Q (57283.290000 sec): 3 clusters
  Score: Raw -930251.088310 + Penalty 3035.802231 = -927215.286079
  nChanged 20
		SP:Iteration 77Q (57283.570000 sec): 3 clusters
  Score: Raw -930254.062623 + Penalty 3035.802231 = -927218.260392
  nChanged 30
		SP:Iteration 78Q (57283.840000 sec): 3 clusters
  Score: Raw -930259.757679 + Penalty 3035.802231 = -927223.955448
  nChanged 35
		SP:Iteration 79Q (57284.090000 sec): 3 clusters
  Score: Raw -930265.185078 + Penalty 3035.802231 = -927229.382847
  nChanged 32
		SP:Iteration 80F (57284.330000 sec): 3 clusters
  Score: Raw -930269.963848 + Penalty 3035.802231 = -927234.161617
  nChanged 33
		SP:Iteration 81Q (57284.590000 sec): 3 clusters
  Score: Raw -930275.523098 + Penalty 3035.802231 = -927239.720867
  nChanged 37
		SP:Iteration 82Q (57284.870000 sec): 3 clusters
  Score: Raw -930281.684139 + Penalty 3035.802231 = -927245.881908
  nChanged 34
		SP:Iteration 83Q (57285.100000 sec): 3 clusters
  Score: Raw -930287.270994 + Penalty 3035.802231 = -927251.468763
  nChanged 39
		SP:Iteration 84Q (57285.310000 sec): 3 clusters
  Score: Raw -930293.645067 + Penalty 3035.802231 = -927257.842836
  nChanged 36
		SP:Iteration 85Q (57285.530000 sec): 3 clusters
  Score: Raw -930298.978406 + Penalty 3035.802231 = -927263.176175
  nChanged 27
		SP:Iteration 86Q (57285.830000 sec): 3 clusters
  Score: Raw -930302.720779 + Penalty 3035.802231 = -927266.918548
  nChanged 30
		SP:Iteration 87Q (57286.050000 sec): 3 clusters
  Score: Raw -930307.276805 + Penalty 3035.802231 = -927271.474574
  nChanged 25
		SP:Iteration 88Q (57286.260000 sec): 3 clusters
  Score: Raw -930310.173966 + Penalty 3035.802231 = -927274.371735
  nChanged 21
		SP:Iteration 89Q (57286.480000 sec): 3 clusters
  Score: Raw -930312.612422 + Penalty 3035.802231 = -927276.810191
  nChanged 22
		SP:Iteration 90Q (57286.720000 sec): 3 clusters
  Score: Raw -930315.308059 + Penalty 3035.802231 = -927279.505828
  nChanged 16
		SP:Iteration 91Q (57287.030000 sec): 3 clusters
  Score: Raw -930318.240707 + Penalty 3035.802231 = -927282.438476
  nChanged 21
		SP:Iteration 92Q (57287.280000 sec): 3 clusters
  Score: Raw -930321.617414 + Penalty 3035.802231 = -927285.815182
  nChanged 22
		SP:Iteration 93Q (57287.560000 sec): 3 clusters
  Score: Raw -930325.613808 + Penalty 3035.802231 = -927289.811577
  nChanged 25
		SP:Iteration 94Q (57287.780000 sec): 3 clusters
  Score: Raw -930328.776249 + Penalty 3035.802231 = -927292.974018
  nChanged 16
		SP:Iteration 95Q (57287.970000 sec): 3 clusters
  Score: Raw -930330.462884 + Penalty 3035.802231 = -927294.660652
  nChanged 21
		SP:Iteration 96Q (57288.160000 sec): 3 clusters
  Score: Raw -930332.754457 + Penalty 3035.802231 = -927296.952226
  nChanged 14
		SP:Iteration 97Q (57288.410000 sec): 3 clusters
  Score: Raw -930334.457396 + Penalty 3035.802231 = -927298.655165
  nChanged 15
		SP:Iteration 98Q (57288.670000 sec): 3 clusters
  Score: Raw -930336.050673 + Penalty 3035.802231 = -927300.248442
  nChanged 15
		SP:Iteration 99Q (57288.890000 sec): 3 clusters
  Score: Raw -930337.700406 + Penalty 3035.802231 = -927301.898175
  nChanged 14
		SP:Iteration 100F (57289.040000 sec): 3 clusters
  Score: Raw -930339.778973 + Penalty 3035.802231 = -927303.976742
  nChanged 26
		SP:Iteration 101Q (57289.280000 sec): 3 clusters
  Score: Raw -930344.109427 + Penalty 3035.802231 = -927308.307196
  nChanged 28
		SP:Iteration 102Q (57289.520000 sec): 3 clusters
  Score: Raw -930351.340098 + Penalty 3035.802231 = -927315.537866
  nChanged 44
		SP:Iteration 103Q (57289.810000 sec): 3 clusters
  Score: Raw -930360.817348 + Penalty 3035.802231 = -927325.015117
  nChanged 36
		SP:Iteration 104Q (57290.030000 sec): 3 clusters
  Score: Raw -930367.266646 + Penalty 3035.802231 = -927331.464415
  nChanged 38
		SP:Iteration 105Q (57290.290000 sec): 3 clusters
  Score: Raw -930373.671009 + Penalty 3035.802231 = -927337.868777
  nChanged 27
		SP:Iteration 106Q (57290.530000 sec): 3 clusters
  Score: Raw -930377.437469 + Penalty 3035.802231 = -927341.635238
  nChanged 25
		SP:Iteration 107Q (57290.770000 sec): 3 clusters
  Score: Raw -930381.654808 + Penalty 3035.802231 = -927345.852577
  nChanged 27
		SP:Iteration 108Q (57290.970000 sec): 3 clusters
  Score: Raw -930387.061040 + Penalty 3035.802231 = -927351.258809
  nChanged 29
		SP:Iteration 109Q (57291.210000 sec): 3 clusters
  Score: Raw -930396.196080 + Penalty 3035.802231 = -927360.393849
  nChanged 38
		SP:Iteration 110Q (57291.510000 sec): 3 clusters
  Score: Raw -930405.282004 + Penalty 3035.802231 = -927369.479773
  nChanged 41
		SP:Iteration 111Q (57291.750000 sec): 3 clusters
  Score: Raw -930414.223361 + Penalty 3035.802231 = -927378.421130
  nChanged 45
		SP:Iteration 112Q (57291.960000 sec): 3 clusters
  Score: Raw -930422.773763 + Penalty 3035.802231 = -927386.971532
  nChanged 42
		SP:Iteration 113Q (57292.140000 sec): 3 clusters
  Score: Raw -930430.213545 + Penalty 3035.802231 = -927394.411314
  nChanged 39
		SP:Iteration 114Q (57292.350000 sec): 3 clusters
  Score: Raw -930438.756296 + Penalty 3035.802231 = -927402.954065
  nChanged 42
		SP:Iteration 115Q (57292.610000 sec): 3 clusters
  Score: Raw -930448.641579 + Penalty 3035.802231 = -927412.839348
  nChanged 43
		SP:Iteration 116Q (57292.900000 sec): 3 clusters
  Score: Raw -930457.140812 + Penalty 3035.802231 = -927421.338581
  nChanged 46
		SP:Iteration 117Q (57293.140000 sec): 3 clusters
  Score: Raw -930465.465145 + Penalty 3035.802231 = -927429.662914
  nChanged 44
		SP:Iteration 118Q (57293.370000 sec): 3 clusters
  Score: Raw -930475.607876 + Penalty 3035.802231 = -927439.805644
  nChanged 46
		SP:Iteration 119Q (57293.610000 sec): 3 clusters
  Score: Raw -930485.287405 + Penalty 3035.802231 = -927449.485174
  nChanged 41
		SP:Iteration 120F (57293.870000 sec): 3 clusters
  Score: Raw -930492.885347 + Penalty 3035.802231 = -927457.083116
  nChanged 34
		SP:Iteration 121Q (57294.060000 sec): 3 clusters
  Score: Raw -930499.111085 + Penalty 3035.802231 = -927463.308854
  nChanged 34
		SP:Iteration 122Q (57294.270000 sec): 3 clusters
  Score: Raw -930505.841414 + Penalty 3035.802231 = -927470.039183
  nChanged 38
		SP:Iteration 123Q (57294.510000 sec): 3 clusters
  Score: Raw -930512.844527 + Penalty 3035.802231 = -927477.042296
  nChanged 33
		SP:Iteration 124Q (57294.690000 sec): 3 clusters
  Score: Raw -930519.331951 + Penalty 3035.802231 = -927483.529720
  nChanged 38
		SP:Iteration 125Q (57294.920000 sec): 3 clusters
  Score: Raw -930529.432625 + Penalty 3035.802231 = -927493.630394
  nChanged 44
		SP:Iteration 126Q (57295.180000 sec): 3 clusters
  Score: Raw -930538.997485 + Penalty 3035.802231 = -927503.195254
  nChanged 39
		SP:Iteration 127Q (57295.370000 sec): 3 clusters
  Score: Raw -930546.413634 + Penalty 3035.802231 = -927510.611403
  nChanged 36
		SP:Iteration 128Q (57295.610000 sec): 3 clusters
  Score: Raw -930552.981941 + Penalty 3035.802231 = -927517.179710
  nChanged 35
		SP:Iteration 129Q (57295.930000 sec): 3 clusters
  Score: Raw -930559.023987 + Penalty 3035.802231 = -927523.221756
  nChanged 32
		SP:Iteration 130Q (57296.160000 sec): 3 clusters
  Score: Raw -930564.672004 + Penalty 3035.802231 = -927528.869773
  nChanged 25
		SP:Iteration 131Q (57296.430000 sec): 3 clusters
  Score: Raw -930569.720648 + Penalty 3035.802231 = -927533.918417
  nChanged 31
		SP:Iteration 132Q (57296.710000 sec): 3 clusters
  Score: Raw -930576.634326 + Penalty 3035.802231 = -927540.832094
  nChanged 32
		SP:Iteration 133Q (57296.970000 sec): 3 clusters
  Score: Raw -930583.863858 + Penalty 3035.802231 = -927548.061626
  nChanged 37
		SP:Iteration 134Q (57297.170000 sec): 3 clusters
  Score: Raw -930592.103184 + Penalty 3035.802231 = -927556.300953
  nChanged 37
		SP:Iteration 135Q (57297.450000 sec): 3 clusters
  Score: Raw -930598.644692 + Penalty 3035.802231 = -927562.842461
  nChanged 29
		SP:Iteration 136Q (57297.670000 sec): 3 clusters
  Score: Raw -930606.031546 + Penalty 3035.802231 = -927570.229315
  nChanged 33
		SP:Iteration 137Q (57297.930000 sec): 3 clusters
  Score: Raw -930613.120803 + Penalty 3035.802231 = -927577.318572
  nChanged 27
		SP:Iteration 138Q (57298.210000 sec): 3 clusters
  Score: Raw -930619.856897 + Penalty 3035.802231 = -927584.054666
  nChanged 22
		SP:Iteration 139Q (57298.540000 sec): 3 clusters
  Score: Raw -930623.816230 + Penalty 3035.802231 = -927588.013999
  nChanged 23
		SP:Iteration 140F (57298.740000 sec): 3 clusters
  Score: Raw -930628.617882 + Penalty 3035.802231 = -927592.815651
  nChanged 25
		SP:Iteration 141Q (57299.020000 sec): 3 clusters
  Score: Raw -930635.167577 + Penalty 3035.802231 = -927599.365346
  nChanged 29
		SP:Iteration 142Q (57299.210000 sec): 3 clusters
  Score: Raw -930642.393000 + Penalty 3035.802231 = -927606.590769
  nChanged 30
		SP:Iteration 143Q (57299.410000 sec): 3 clusters
  Score: Raw -930649.528984 + Penalty 3035.802231 = -927613.726753
  nChanged 41
		SP:Iteration 144Q (57299.580000 sec): 3 clusters
  Score: Raw -930661.233707 + Penalty 3035.802231 = -927625.431476
  nChanged 43
		SP:Iteration 145Q (57299.770000 sec): 3 clusters
  Score: Raw -930672.335091 + Penalty 3035.802231 = -927636.532860
  nChanged 40
		SP:Iteration 146Q (57300.070000 sec): 3 clusters
  Score: Raw -930681.300593 + Penalty 3035.802231 = -927645.498362
  nChanged 44
		SP:Iteration 147Q (57300.210000 sec): 3 clusters
  Score: Raw -930693.534821 + Penalty 3035.802231 = -927657.732590
  nChanged 50
		SP:Iteration 148Q (57300.390000 sec): 3 clusters
  Score: Raw -930709.634945 + Penalty 3035.802231 = -927673.832714
  nChanged 55
		SP:Iteration 149Q (57300.560000 sec): 3 clusters
  Score: Raw -930724.163380 + Penalty 3035.802231 = -927688.361149
  nChanged 43
		SP:Iteration 150Q (57300.810000 sec): 3 clusters
  Score: Raw -930735.334776 + Penalty 3035.802231 = -927699.532545
  nChanged 46
		SP:Iteration 151Q (57301.000000 sec): 3 clusters
  Score: Raw -930747.750610 + Penalty 3035.802231 = -927711.948379
  nChanged 53
		SP:Iteration 152Q (57301.230000 sec): 3 clusters
  Score: Raw -930763.004409 + Penalty 3035.802231 = -927727.202178
  nChanged 48
		SP:Iteration 153Q (57301.500000 sec): 3 clusters
  Score: Raw -930777.524704 + Penalty 3035.802231 = -927741.722473
  nChanged 48
		SP:Iteration 154Q (57301.720000 sec): 3 clusters
  Score: Raw -930790.275172 + Penalty 3035.802231 = -927754.472941
  nChanged 35
		SP:Iteration 155Q (57301.930000 sec): 3 clusters
  Score: Raw -930798.154485 + Penalty 3035.802231 = -927762.352254
  nChanged 29
		SP:Iteration 156Q (57302.130000 sec): 3 clusters
  Score: Raw -930804.222943 + Penalty 3035.802231 = -927768.420712
  nChanged 28
		SP:Iteration 157Q (57302.310000 sec): 3 clusters
  Score: Raw -930811.353421 + Penalty 3035.802231 = -927775.551190
  nChanged 27
		SP:Iteration 158Q (57302.540000 sec): 3 clusters
  Score: Raw -930817.074208 + Penalty 3035.802231 = -927781.271977
  nChanged 27
		SP:Iteration 159Q (57302.750000 sec): 3 clusters
  Score: Raw -930823.914570 + Penalty 3035.802231 = -927788.112339
  nChanged 31
		SP:Iteration 160F (57302.940000 sec): 3 clusters
  Score: Raw -930831.533855 + Penalty 3035.802231 = -927795.731624
  nChanged 40
		SP:Iteration 161Q (57303.130000 sec): 3 clusters
  Score: Raw -930844.999999 + Penalty 3035.802231 = -927809.197768
  nChanged 40
		SP:Iteration 162Q (57303.360000 sec): 3 clusters
  Score: Raw -930857.091482 + Penalty 3035.802231 = -927821.289251
  nChanged 35
		SP:Iteration 163Q (57303.570000 sec): 3 clusters
  Score: Raw -930868.818277 + Penalty 3035.802231 = -927833.016046
  nChanged 44
		SP:Iteration 164Q (57303.790000 sec): 3 clusters
  Score: Raw -930883.296516 + Penalty 3035.802231 = -927847.494285
  nChanged 48
		SP:Iteration 165Q (57304.030000 sec): 3 clusters
  Score: Raw -930900.096007 + Penalty 3035.802231 = -927864.293776
  nChanged 38
		SP:Iteration 166Q (57304.210000 sec): 3 clusters
  Score: Raw -930913.014274 + Penalty 3035.802231 = -927877.212043
  nChanged 35
		SP:Iteration 167Q (57304.450000 sec): 3 clusters
  Score: Raw -930922.680971 + Penalty 3035.802231 = -927886.878740
  nChanged 26
		SP:Iteration 168Q (57304.630000 sec): 3 clusters
  Score: Raw -930929.707063 + Penalty 3035.802231 = -927893.904832
  nChanged 31
		SP:Iteration 169Q (57304.880000 sec): 3 clusters
  Score: Raw -930939.079570 + Penalty 3035.802231 = -927903.277339
  nChanged 24
		SP:Iteration 170Q (57305.100000 sec): 3 clusters
  Score: Raw -930945.527321 + Penalty 3035.802231 = -927909.725090
  nChanged 24
		SP:Iteration 171Q (57305.300000 sec): 3 clusters
  Score: Raw -930952.606288 + Penalty 3035.802231 = -927916.804057
  nChanged 25
		SP:Iteration 172Q (57305.560000 sec): 3 clusters
  Score: Raw -930960.102004 + Penalty 3035.802231 = -927924.299773
  nChanged 25
		SP:Iteration 173Q (57305.790000 sec): 3 clusters
  Score: Raw -930969.656102 + Penalty 3035.802231 = -927933.853871
  nChanged 21
		SP:Iteration 174Q (57305.980000 sec): 3 clusters
  Score: Raw -930975.348991 + Penalty 3035.802231 = -927939.546760
  nChanged 20
		SP:Iteration 175Q (57306.180000 sec): 3 clusters
  Score: Raw -930980.600632 + Penalty 3035.802231 = -927944.798401
  nChanged 15
		SP:Iteration 176Q (57306.360000 sec): 3 clusters
  Score: Raw -930984.675810 + Penalty 3035.802231 = -927948.873579
  nChanged 10
		SP:Iteration 177Q (57306.580000 sec): 3 clusters
  Score: Raw -930987.236665 + Penalty 3035.802231 = -927951.434434
  nChanged 9
		SP:Iteration 178Q (57306.770000 sec): 3 clusters
  Score: Raw -930991.180835 + Penalty 3035.802231 = -927955.378604
  nChanged 15
		SP:Iteration 179Q (57306.970000 sec): 3 clusters
  Score: Raw -930995.823581 + Penalty 3035.802231 = -927960.021350
  nChanged 14
		SP:Iteration 180F (57307.210000 sec): 3 clusters
  Score: Raw -930999.333206 + Penalty 3035.802231 = -927963.530975
  nChanged 10
		SP:Iteration 181Q (57307.440000 sec): 3 clusters
  Score: Raw -931003.770979 + Penalty 3035.802231 = -927967.968748
  nChanged 14
		SP:Iteration 182Q (57307.640000 sec): 3 clusters
  Score: Raw -931008.595188 + Penalty 3035.802231 = -927972.792957
  nChanged 10
		SP:Iteration 183Q (57307.850000 sec): 3 clusters
  Score: Raw -931013.019373 + Penalty 3035.802231 = -927977.217142
  nChanged 11
		SP:Iteration 184Q (57308.030000 sec): 3 clusters
  Score: Raw -931017.054469 + Penalty 3035.802231 = -927981.252238
  nChanged 11
		SP:Iteration 185Q (57308.290000 sec): 3 clusters
  Score: Raw -931020.169260 + Penalty 3035.802231 = -927984.367029
  nChanged 7
		SP:Iteration 186Q (57308.540000 sec): 3 clusters
  Score: Raw -931022.670522 + Penalty 3035.802231 = -927986.868291
  nChanged 12
		SP:Iteration 187Q (57308.760000 sec): 3 clusters
  Score: Raw -931027.038687 + Penalty 3035.802231 = -927991.236456
  nChanged 9
		SP:Iteration 188Q (57308.950000 sec): 3 clusters
  Score: Raw -931030.457883 + Penalty 3035.802231 = -927994.655652
  nChanged 9
		SP:Iteration 189Q (57309.200000 sec): 3 clusters
  Score: Raw -931033.991948 + Penalty 3035.802231 = -927998.189717
  nChanged 10
		SP:Iteration 190Q (57309.390000 sec): 3 clusters
  Score: Raw -931038.830941 + Penalty 3035.802231 = -928003.028710
  nChanged 8
		SP:Iteration 191Q (57309.620000 sec): 3 clusters
  Score: Raw -931040.893719 + Penalty 3035.802231 = -928005.091488
  nChanged 4
		SP:Iteration 192Q (57309.800000 sec): 3 clusters
  Score: Raw -931041.911396 + Penalty 3035.802231 = -928006.109165
  nChanged 6
		SP:Iteration 193Q (57310.040000 sec): 3 clusters
  Score: Raw -931043.850273 + Penalty 3035.802231 = -928008.048042
  nChanged 8
		SP:Iteration 194Q (57310.240000 sec): 3 clusters
  Score: Raw -931045.534222 + Penalty 3035.802231 = -928009.731991
  nChanged 3
		SP:Iteration 195Q (57310.420000 sec): 3 clusters
  Score: Raw -931046.295099 + Penalty 3035.802231 = -928010.492868
  nChanged 5
		SP:Iteration 196Q (57310.610000 sec): 3 clusters
  Score: Raw -931048.598220 + Penalty 3035.802231 = -928012.795989
  nChanged 7
		SP:Iteration 197Q (57310.800000 sec): 3 clusters
  Score: Raw -931050.438349 + Penalty 3035.802231 = -928014.636118
  nChanged 7
		SP:Iteration 198Q (57311.000000 sec): 3 clusters
  Score: Raw -931052.826031 + Penalty 3035.802231 = -928017.023800
  nChanged 3
		SP:Iteration 199Q (57311.180000 sec): 3 clusters
  Score: Raw -931053.869607 + Penalty 3035.802231 = -928018.067376
  nChanged 9
		SP:Iteration 200F (57311.410000 sec): 3 clusters
  Score: Raw -931056.637463 + Penalty 3035.802231 = -928020.835232
  nChanged 11
		SP:Iteration 201Q (57311.610000 sec): 3 clusters
  Score: Raw -931059.620983 + Penalty 3035.802231 = -928023.818752
  nChanged 11
		SP:Iteration 202Q (57311.820000 sec): 3 clusters
  Score: Raw -931063.571459 + Penalty 3035.802231 = -928027.769227
  nChanged 9
		SP:Iteration 203Q (57312.010000 sec): 3 clusters
  Score: Raw -931066.770717 + Penalty 3035.802231 = -928030.968486
  nChanged 4
		SP:Iteration 204Q (57312.210000 sec): 3 clusters
  Score: Raw -931067.766681 + Penalty 3035.802231 = -928031.964450
  nChanged 4
		SP:Iteration 205Q (57312.440000 sec): 3 clusters
  Score: Raw -931069.139713 + Penalty 3035.802231 = -928033.337482
  nChanged 1
		SP:Iteration 206Q (57312.680000 sec): 3 clusters
  Score: Raw -931069.281191 + Penalty 3035.802231 = -928033.478960
  nChanged 0
		SP:Iteration 207F (57312.870000 sec): 3 clusters
  Score: Raw -931069.281191 + Penalty 3035.802231 = -928033.478960
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 39 (3444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57312.960000 sec): 2 clusters
  Score: Raw -296904.308516 + Penalty 1323.463191 = -295580.845325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57313.120000 sec): 3 clusters
  Score: Raw -295210.872701 + Penalty 2646.926381 = -292563.946320
  nChanged 1290
		SP:Iteration 1F (57313.280000 sec): 3 clusters
  Score: Raw -295945.217900 + Penalty 2646.926381 = -293298.291519
  nChanged 284
		SP:Iteration 2F (57313.440000 sec): 3 clusters
  Score: Raw -296124.636008 + Penalty 2646.926381 = -293477.709627
  nChanged 179
		SP:Iteration 3F (57313.600000 sec): 3 clusters
  Score: Raw -296224.980890 + Penalty 2646.926381 = -293578.054509
  nChanged 131
		SP:Iteration 4Q (57313.760000 sec): 3 clusters
  Score: Raw -296284.571722 + Penalty 2646.926381 = -293637.645341
  nChanged 75
		SP:Iteration 5Q (57313.920000 sec): 3 clusters
  Score: Raw -296312.505280 + Penalty 2646.926381 = -293665.578898
  nChanged 51
		SP:Iteration 6Q (57314.080000 sec): 3 clusters
  Score: Raw -296332.320699 + Penalty 2646.926381 = -293685.394317
  nChanged 38
		SP:Iteration 7Q (57314.240000 sec): 3 clusters
  Score: Raw -296344.047931 + Penalty 2646.926381 = -293697.121550
  nChanged 34
		SP:Iteration 8Q (57314.400000 sec): 3 clusters
  Score: Raw -296355.323858 + Penalty 2646.926381 = -293708.397476
  nChanged 31
		SP:Iteration 9Q (57314.550000 sec): 3 clusters
  Score: Raw -296365.288543 + Penalty 2646.926381 = -293718.362161
  nChanged 29
		SP:Iteration 10Q (57314.710000 sec): 3 clusters
  Score: Raw -296373.132936 + Penalty 2646.926381 = -293726.206555
  nChanged 25
		SP:Iteration 11Q (57314.900000 sec): 3 clusters
  Score: Raw -296382.530079 + Penalty 2646.926381 = -293735.603698
  nChanged 23
		SP:Iteration 12Q (57315.100000 sec): 3 clusters
  Score: Raw -296389.496103 + Penalty 2646.926381 = -293742.569722
  nChanged 21
		SP:Iteration 13Q (57315.320000 sec): 3 clusters
  Score: Raw -296394.365301 + Penalty 2646.926381 = -293747.438920
  nChanged 15
		SP:Iteration 14Q (57315.530000 sec): 3 clusters
  Score: Raw -296398.086692 + Penalty 2646.926381 = -293751.160310
  nChanged 13
		SP:Iteration 15Q (57315.710000 sec): 3 clusters
  Score: Raw -296403.174546 + Penalty 2646.926381 = -293756.248164
  nChanged 12
		SP:Iteration 16Q (57315.930000 sec): 3 clusters
  Score: Raw -296407.004228 + Penalty 2646.926381 = -293760.077847
  nChanged 13
		SP:Iteration 17Q (57316.120000 sec): 3 clusters
  Score: Raw -296409.719319 + Penalty 2646.926381 = -293762.792937
  nChanged 11
		SP:Iteration 18Q (57316.290000 sec): 3 clusters
  Score: Raw -296413.726336 + Penalty 2646.926381 = -293766.799955
  nChanged 20
		SP:Iteration 19Q (57316.450000 sec): 3 clusters
  Score: Raw -296421.525875 + Penalty 2646.926381 = -293774.599494
  nChanged 22
		SP:Iteration 20F (57316.700000 sec): 3 clusters
  Score: Raw -296429.784532 + Penalty 2646.926381 = -293782.858151
  nChanged 23
		SP:Iteration 21Q (57316.860000 sec): 3 clusters
  Score: Raw -296439.304209 + Penalty 2646.926381 = -293792.377827
  nChanged 25
		SP:Iteration 22Q (57317.040000 sec): 3 clusters
  Score: Raw -296446.174479 + Penalty 2646.926381 = -293799.248098
  nChanged 18
		SP:Iteration 23Q (57317.190000 sec): 3 clusters
  Score: Raw -296451.688809 + Penalty 2646.926381 = -293804.762428
  nChanged 15
		SP:Iteration 24Q (57317.340000 sec): 3 clusters
  Score: Raw -296456.034807 + Penalty 2646.926381 = -293809.108426
  nChanged 19
		SP:Iteration 25Q (57317.480000 sec): 3 clusters
  Score: Raw -296461.778237 + Penalty 2646.926381 = -293814.851856
  nChanged 15
		SP:Iteration 26Q (57317.620000 sec): 3 clusters
  Score: Raw -296466.260114 + Penalty 2646.926381 = -293819.333732
  nChanged 15
		SP:Iteration 27Q (57317.800000 sec): 3 clusters
  Score: Raw -296469.884314 + Penalty 2646.926381 = -293822.957932
  nChanged 9
		SP:Iteration 28Q (57317.910000 sec): 3 clusters
  Score: Raw -296472.102755 + Penalty 2646.926381 = -293825.176374
  nChanged 14
		SP:Iteration 29Q (57318.080000 sec): 3 clusters
  Score: Raw -296477.132480 + Penalty 2646.926381 = -293830.206099
  nChanged 6
		SP:Iteration 30Q (57318.250000 sec): 3 clusters
  Score: Raw -296478.949896 + Penalty 2646.926381 = -293832.023514
  nChanged 15
		SP:Iteration 31Q (57318.380000 sec): 3 clusters
  Score: Raw -296483.324158 + Penalty 2646.926381 = -293836.397776
  nChanged 13
		SP:Iteration 32Q (57318.510000 sec): 3 clusters
  Score: Raw -296487.448496 + Penalty 2646.926381 = -293840.522115
  nChanged 13
		SP:Iteration 33Q (57318.700000 sec): 3 clusters
  Score: Raw -296491.617547 + Penalty 2646.926381 = -293844.691166
  nChanged 12
		SP:Iteration 34Q (57318.840000 sec): 3 clusters
  Score: Raw -296495.691178 + Penalty 2646.926381 = -293848.764797
  nChanged 12
		SP:Iteration 35Q (57318.970000 sec): 3 clusters
  Score: Raw -296498.072020 + Penalty 2646.926381 = -293851.145638
  nChanged 9
		SP:Iteration 36Q (57319.110000 sec): 3 clusters
  Score: Raw -296500.945422 + Penalty 2646.926381 = -293854.019040
  nChanged 8
		SP:Iteration 37Q (57319.250000 sec): 3 clusters
  Score: Raw -296503.658389 + Penalty 2646.926381 = -293856.732008
  nChanged 7
		SP:Iteration 38Q (57319.380000 sec): 3 clusters
  Score: Raw -296506.149852 + Penalty 2646.926381 = -293859.223471
  nChanged 13
		SP:Iteration 39Q (57319.570000 sec): 3 clusters
  Score: Raw -296509.634169 + Penalty 2646.926381 = -293862.707787
  nChanged 14
		SP:Iteration 40F (57319.740000 sec): 3 clusters
  Score: Raw -296512.360167 + Penalty 2646.926381 = -293865.433786
  nChanged 14
		SP:Iteration 41Q (57319.920000 sec): 3 clusters
  Score: Raw -296517.198265 + Penalty 2646.926381 = -293870.271883
  nChanged 15
		SP:Iteration 42Q (57320.060000 sec): 3 clusters
  Score: Raw -296521.398020 + Penalty 2646.926381 = -293874.471638
  nChanged 12
		SP:Iteration 43Q (57320.260000 sec): 3 clusters
  Score: Raw -296524.233283 + Penalty 2646.926381 = -293877.306902
  nChanged 10
		SP:Iteration 44Q (57320.400000 sec): 3 clusters
  Score: Raw -296527.324109 + Penalty 2646.926381 = -293880.397727
  nChanged 12
		SP:Iteration 45Q (57320.610000 sec): 3 clusters
  Score: Raw -296531.773089 + Penalty 2646.926381 = -293884.846708
  nChanged 16
		SP:Iteration 46Q (57320.850000 sec): 3 clusters
  Score: Raw -296537.618459 + Penalty 2646.926381 = -293890.692077
  nChanged 17
		SP:Iteration 47Q (57321.110000 sec): 3 clusters
  Score: Raw -296543.239689 + Penalty 2646.926381 = -293896.313308
  nChanged 19
		SP:Iteration 48Q (57321.280000 sec): 3 clusters
  Score: Raw -296549.651241 + Penalty 2646.926381 = -293902.724860
  nChanged 20
		SP:Iteration 49Q (57321.460000 sec): 3 clusters
  Score: Raw -296557.013275 + Penalty 2646.926381 = -293910.086894
  nChanged 13
		SP:Iteration 50Q (57321.630000 sec): 3 clusters
  Score: Raw -296561.631283 + Penalty 2646.926381 = -293914.704902
  nChanged 13
		SP:Iteration 51Q (57321.780000 sec): 3 clusters
  Score: Raw -296565.063047 + Penalty 2646.926381 = -293918.136666
  nChanged 15
		SP:Iteration 52Q (57321.940000 sec): 3 clusters
  Score: Raw -296569.444633 + Penalty 2646.926381 = -293922.518251
  nChanged 11
		SP:Iteration 53Q (57322.150000 sec): 3 clusters
  Score: Raw -296572.598677 + Penalty 2646.926381 = -293925.672296
  nChanged 15
		SP:Iteration 54Q (57322.370000 sec): 3 clusters
  Score: Raw -296575.687557 + Penalty 2646.926381 = -293928.761176
  nChanged 11
		SP:Iteration 55Q (57322.620000 sec): 3 clusters
  Score: Raw -296578.364910 + Penalty 2646.926381 = -293931.438528
  nChanged 5
		SP:Iteration 56Q (57322.830000 sec): 3 clusters
  Score: Raw -296579.635300 + Penalty 2646.926381 = -293932.708918
  nChanged 5
		SP:Iteration 57Q (57323.040000 sec): 3 clusters
  Score: Raw -296581.039657 + Penalty 2646.926381 = -293934.113275
  nChanged 2
		SP:Iteration 58Q (57323.220000 sec): 3 clusters
  Score: Raw -296581.295887 + Penalty 2646.926381 = -293934.369505
  nChanged 1
		SP:Iteration 59Q (57323.410000 sec): 3 clusters
  Score: Raw -296581.606254 + Penalty 2646.926381 = -293934.679873
  nChanged 2
		SP:Iteration 60F (57323.550000 sec): 3 clusters
  Score: Raw -296582.160345 + Penalty 2646.926381 = -293935.233963
  nChanged 2
		SP:Iteration 61Q (57323.750000 sec): 3 clusters
  Score: Raw -296582.380140 + Penalty 2646.926381 = -293935.453759
  nChanged 1
		SP:Iteration 62Q (57323.970000 sec): 3 clusters
  Score: Raw -296582.963941 + Penalty 2646.926381 = -293936.037559
  nChanged 3
		SP:Iteration 63Q (57324.170000 sec): 3 clusters
  Score: Raw -296583.579789 + Penalty 2646.926381 = -293936.653407
  nChanged 2
		SP:Iteration 64Q (57324.340000 sec): 3 clusters
  Score: Raw -296584.149439 + Penalty 2646.926381 = -293937.223057
  nChanged 2
		SP:Iteration 65Q (57324.520000 sec): 3 clusters
  Score: Raw -296584.393912 + Penalty 2646.926381 = -293937.467530
  nChanged 3
		SP:Iteration 66Q (57324.700000 sec): 3 clusters
  Score: Raw -296585.209461 + Penalty 2646.926381 = -293938.283080
  nChanged 2
		SP:Iteration 67Q (57324.870000 sec): 3 clusters
  Score: Raw -296585.824399 + Penalty 2646.926381 = -293938.898017
  nChanged 1
		SP:Iteration 68Q (57325.030000 sec): 3 clusters
  Score: Raw -296586.421073 + Penalty 2646.926381 = -293939.494692
  nChanged 1
		SP:Iteration 69Q (57325.190000 sec): 3 clusters
  Score: Raw -296586.840702 + Penalty 2646.926381 = -293939.914321
  nChanged 5
		SP:Iteration 70Q (57325.420000 sec): 3 clusters
  Score: Raw -296588.171065 + Penalty 2646.926381 = -293941.244684
  nChanged 7
		SP:Iteration 71Q (57325.650000 sec): 3 clusters
  Score: Raw -296590.247136 + Penalty 2646.926381 = -293943.320755
  nChanged 8
		SP:Iteration 72Q (57325.830000 sec): 3 clusters
  Score: Raw -296592.238724 + Penalty 2646.926381 = -293945.312342
  nChanged 6
		SP:Iteration 73Q (57326.010000 sec): 3 clusters
  Score: Raw -296592.989577 + Penalty 2646.926381 = -293946.063196
  nChanged 1
		SP:Iteration 74Q (57326.190000 sec): 3 clusters
  Score: Raw -296593.060083 + Penalty 2646.926381 = -293946.133702
  nChanged 0
		SP:Iteration 75F (57326.350000 sec): 3 clusters
  Score: Raw -296593.060083 + Penalty 2646.926381 = -293946.133702
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 40 (6895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57326.530000 sec): 2 clusters
  Score: Raw -574887.024562 + Penalty 1436.264666 = -573450.759896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57326.720000 sec): 3 clusters
  Score: Raw -571126.320910 + Penalty 2872.529332 = -568253.791578
  nChanged 2876
		SP:Iteration 1F (57326.950000 sec): 3 clusters
  Score: Raw -572830.357233 + Penalty 2872.529332 = -569957.827902
  nChanged 559
		SP:Iteration 2F (57327.150000 sec): 3 clusters
  Score: Raw -573238.270447 + Penalty 2872.529332 = -570365.741115
  nChanged 543
		SP:Iteration 3F (57327.390000 sec): 3 clusters
  Score: Raw -573726.044405 + Penalty 2872.529332 = -570853.515073
  nChanged 576
		SP:Iteration 4F (57327.550000 sec): 3 clusters
  Score: Raw -574276.366604 + Penalty 2872.529332 = -571403.837272
  nChanged 495
		SP:Iteration 5F (57327.730000 sec): 3 clusters
  Score: Raw -574690.379337 + Penalty 2872.529332 = -571817.850005
  nChanged 391
		SP:Iteration 6F (57327.870000 sec): 3 clusters
  Score: Raw -574960.316095 + Penalty 2872.529332 = -572087.786763
  nChanged 281
		SP:Iteration 7Q (57328.060000 sec): 3 clusters
  Score: Raw -575108.260170 + Penalty 2872.529332 = -572235.730838
  nChanged 190
		SP:Iteration 8Q (57328.260000 sec): 3 clusters
  Score: Raw -575180.941756 + Penalty 2872.529332 = -572308.412424
  nChanged 124
		SP:Iteration 9Q (57328.520000 sec): 3 clusters
  Score: Raw -575220.122735 + Penalty 2872.529332 = -572347.593403
  nChanged 72
		SP:Iteration 10Q (57328.730000 sec): 3 clusters
  Score: Raw -575238.062878 + Penalty 2872.529332 = -572365.533547
  nChanged 49
		SP:Iteration 11Q (57328.930000 sec): 3 clusters
  Score: Raw -575249.596649 + Penalty 2872.529332 = -572377.067317
  nChanged 39
		SP:Iteration 12Q (57329.170000 sec): 3 clusters
  Score: Raw -575258.995112 + Penalty 2872.529332 = -572386.465780
  nChanged 29
		SP:Iteration 13Q (57329.410000 sec): 3 clusters
  Score: Raw -575265.394747 + Penalty 2872.529332 = -572392.865415
  nChanged 21
		SP:Iteration 14Q (57329.660000 sec): 3 clusters
  Score: Raw -575269.259260 + Penalty 2872.529332 = -572396.729928
  nChanged 12
		SP:Iteration 15Q (57329.870000 sec): 3 clusters
  Score: Raw -575271.209313 + Penalty 2872.529332 = -572398.679981
  nChanged 10
		SP:Iteration 16Q (57330.090000 sec): 3 clusters
  Score: Raw -575272.933885 + Penalty 2872.529332 = -572400.404553
  nChanged 10
		SP:Iteration 17Q (57330.290000 sec): 3 clusters
  Score: Raw -575275.148720 + Penalty 2872.529332 = -572402.619389
  nChanged 5
		SP:Iteration 18Q (57330.470000 sec): 3 clusters
  Score: Raw -575276.457112 + Penalty 2872.529332 = -572403.927780
  nChanged 11
		SP:Iteration 19Q (57330.710000 sec): 3 clusters
  Score: Raw -575278.789228 + Penalty 2872.529332 = -572406.259896
  nChanged 10
		SP:Iteration 20F (57330.960000 sec): 3 clusters
  Score: Raw -575281.041847 + Penalty 2872.529332 = -572408.512515
  nChanged 5
		SP:Iteration 21Q (57331.210000 sec): 3 clusters
  Score: Raw -575281.745975 + Penalty 2872.529332 = -572409.216644
  nChanged 4
		SP:Iteration 22Q (57331.400000 sec): 3 clusters
  Score: Raw -575282.802330 + Penalty 2872.529332 = -572410.272998
  nChanged 5
		SP:Iteration 23Q (57331.690000 sec): 3 clusters
  Score: Raw -575283.525446 + Penalty 2872.529332 = -572410.996114
  nChanged 2
		SP:Iteration 24Q (57331.940000 sec): 3 clusters
  Score: Raw -575283.734981 + Penalty 2872.529332 = -572411.205649
  nChanged 2
		SP:Iteration 25Q (57332.230000 sec): 3 clusters
  Score: Raw -575283.936899 + Penalty 2872.529332 = -572411.407568
  nChanged 1
		SP:Iteration 26Q (57332.440000 sec): 3 clusters
  Score: Raw -575284.009781 + Penalty 2872.529332 = -572411.480449
  nChanged 1
		SP:Iteration 27Q (57332.680000 sec): 3 clusters
  Score: Raw -575284.162310 + Penalty 2872.529332 = -572411.632978
  nChanged 1
		SP:Iteration 28Q (57332.930000 sec): 3 clusters
  Score: Raw -575284.350048 + Penalty 2872.529332 = -572411.820716
  nChanged 1
		SP:Iteration 29Q (57333.180000 sec): 3 clusters
  Score: Raw -575284.406696 + Penalty 2872.529332 = -572411.877364
  nChanged 0
		SP:Iteration 30F (57333.410000 sec): 3 clusters
  Score: Raw -575284.406696 + Penalty 2872.529332 = -572411.877364
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 41 (9356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57333.540000 sec): 2 clusters
  Score: Raw -748525.005309 + Penalty 1485.863133 = -747039.142175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57333.850000 sec): 3 clusters
  Score: Raw -743181.968596 + Penalty 2971.726267 = -740210.242330
  nChanged 4056
		SP:Iteration 1F (57334.120000 sec): 3 clusters
  Score: Raw -745365.485919 + Penalty 2971.726267 = -742393.759653
  nChanged 633
		SP:Iteration 2F (57334.340000 sec): 3 clusters
  Score: Raw -745730.207208 + Penalty 2971.726267 = -742758.480942
  nChanged 598
		SP:Iteration 3F (57334.490000 sec): 3 clusters
  Score: Raw -746087.161985 + Penalty 2971.726267 = -743115.435718
  nChanged 533
		SP:Iteration 4F (57334.690000 sec): 3 clusters
  Score: Raw -746415.950608 + Penalty 2971.726267 = -743444.224342
  nChanged 486
		SP:Iteration 5F (57334.880000 sec): 3 clusters
  Score: Raw -746728.529672 + Penalty 2971.726267 = -743756.803405
  nChanged 451
		SP:Iteration 6Q (57335.050000 sec): 3 clusters
  Score: Raw -747014.265306 + Penalty 2971.726267 = -744042.539039
  nChanged 418
		SP:Iteration 7Q (57335.260000 sec): 3 clusters
  Score: Raw -747296.931650 + Penalty 2971.726267 = -744325.205383
  nChanged 421
		SP:Iteration 8Q (57335.470000 sec): 3 clusters
  Score: Raw -747589.148964 + Penalty 2971.726267 = -744617.422698
  nChanged 353
		SP:Iteration 9Q (57335.630000 sec): 3 clusters
  Score: Raw -747830.610170 + Penalty 2971.726267 = -744858.883903
  nChanged 319
		SP:Iteration 10Q (57335.890000 sec): 3 clusters
  Score: Raw -748030.233070 + Penalty 2971.726267 = -745058.506804
  nChanged 230
		SP:Iteration 11Q (57336.110000 sec): 3 clusters
  Score: Raw -748170.442844 + Penalty 2971.726267 = -745198.716577
  nChanged 161
		SP:Iteration 12Q (57336.350000 sec): 3 clusters
  Score: Raw -748260.663641 + Penalty 2971.726267 = -745288.937375
  nChanged 150
		SP:Iteration 13Q (57336.550000 sec): 3 clusters
  Score: Raw -748340.512145 + Penalty 2971.726267 = -745368.785879
  nChanged 139
		SP:Iteration 14Q (57336.740000 sec): 3 clusters
  Score: Raw -748416.783745 + Penalty 2971.726267 = -745445.057479
  nChanged 105
		SP:Iteration 15Q (57336.980000 sec): 3 clusters
  Score: Raw -748472.993793 + Penalty 2971.726267 = -745501.267527
  nChanged 91
		SP:Iteration 16Q (57337.200000 sec): 3 clusters
  Score: Raw -748528.494492 + Penalty 2971.726267 = -745556.768226
  nChanged 78
		SP:Iteration 17Q (57337.400000 sec): 3 clusters
  Score: Raw -748573.639023 + Penalty 2971.726267 = -745601.912756
  nChanged 56
		SP:Iteration 18Q (57337.600000 sec): 3 clusters
  Score: Raw -748604.529693 + Penalty 2971.726267 = -745632.803426
  nChanged 57
		SP:Iteration 19Q (57337.810000 sec): 3 clusters
  Score: Raw -748633.286192 + Penalty 2971.726267 = -745661.559926
  nChanged 47
		SP:Iteration 20F (57338.020000 sec): 3 clusters
  Score: Raw -748654.065830 + Penalty 2971.726267 = -745682.339563
  nChanged 28
		SP:Iteration 21Q (57338.170000 sec): 3 clusters
  Score: Raw -748664.236332 + Penalty 2971.726267 = -745692.510066
  nChanged 24
		SP:Iteration 22Q (57338.390000 sec): 3 clusters
  Score: Raw -748674.324943 + Penalty 2971.726267 = -745702.598676
  nChanged 24
		SP:Iteration 23Q (57338.580000 sec): 3 clusters
  Score: Raw -748685.456188 + Penalty 2971.726267 = -745713.729921
  nChanged 18
		SP:Iteration 24Q (57338.800000 sec): 3 clusters
  Score: Raw -748694.835848 + Penalty 2971.726267 = -745723.109581
  nChanged 28
		SP:Iteration 25Q (57339.030000 sec): 3 clusters
  Score: Raw -748710.280981 + Penalty 2971.726267 = -745738.554715
  nChanged 24
		SP:Iteration 26Q (57339.200000 sec): 3 clusters
  Score: Raw -748720.254093 + Penalty 2971.726267 = -745748.527826
  nChanged 18
		SP:Iteration 27Q (57339.420000 sec): 3 clusters
  Score: Raw -748727.205464 + Penalty 2971.726267 = -745755.479198
  nChanged 15
		SP:Iteration 28Q (57339.640000 sec): 3 clusters
  Score: Raw -748734.206622 + Penalty 2971.726267 = -745762.480356
  nChanged 11
		SP:Iteration 29Q (57339.910000 sec): 3 clusters
  Score: Raw -748737.978618 + Penalty 2971.726267 = -745766.252352
  nChanged 12
		SP:Iteration 30Q (57340.100000 sec): 3 clusters
  Score: Raw -748742.704153 + Penalty 2971.726267 = -745770.977886
  nChanged 9
		SP:Iteration 31Q (57340.360000 sec): 3 clusters
  Score: Raw -748745.692149 + Penalty 2971.726267 = -745773.965882
  nChanged 11
		SP:Iteration 32Q (57340.520000 sec): 3 clusters
  Score: Raw -748749.963851 + Penalty 2971.726267 = -745778.237585
  nChanged 12
		SP:Iteration 33Q (57340.750000 sec): 3 clusters
  Score: Raw -748753.834014 + Penalty 2971.726267 = -745782.107747
  nChanged 6
		SP:Iteration 34Q (57340.990000 sec): 3 clusters
  Score: Raw -748755.791475 + Penalty 2971.726267 = -745784.065209
  nChanged 2
		SP:Iteration 35Q (57341.230000 sec): 3 clusters
  Score: Raw -748756.625679 + Penalty 2971.726267 = -745784.899413
  nChanged 5
		SP:Iteration 36Q (57341.420000 sec): 3 clusters
  Score: Raw -748758.628963 + Penalty 2971.726267 = -745786.902696
  nChanged 4
		SP:Iteration 37Q (57341.640000 sec): 3 clusters
  Score: Raw -748760.655906 + Penalty 2971.726267 = -745788.929640
  nChanged 1
		SP:Iteration 38Q (57341.900000 sec): 3 clusters
  Score: Raw -748760.777636 + Penalty 2971.726267 = -745789.051370
  nChanged 0
		SP:Iteration 39F (57342.120000 sec): 3 clusters
  Score: Raw -748760.777636 + Penalty 2971.726267 = -745789.051370
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 42 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57342.270000 sec): 2 clusters
  Score: Raw -43339.896402 + Penalty 1002.561744 = -42337.334658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57342.390000 sec): 3 clusters
  Score: Raw -43270.833315 + Penalty 2005.123488 = -41265.709826
  nChanged 99
		SP:Iteration 1F (57342.570000 sec): 3 clusters
  Score: Raw -43406.615921 + Penalty 2005.123488 = -41401.492433
  nChanged 27
		SP:Iteration 2F (57342.790000 sec): 3 clusters
  Score: Raw -43462.894373 + Penalty 2005.123488 = -41457.770885
  nChanged 16
		SP:Iteration 3Q (57342.990000 sec): 3 clusters
  Score: Raw -43486.471659 + Penalty 2005.123488 = -41481.348171
  nChanged 6
		SP:Iteration 4Q (57343.160000 sec): 3 clusters
  Score: Raw -43499.529026 + Penalty 2005.123488 = -41494.405538
  nChanged 5
		SP:Iteration 5Q (57343.280000 sec): 3 clusters
  Score: Raw -43511.509290 + Penalty 2005.123488 = -41506.385802
  nChanged 2
		SP:Iteration 6Q (57343.460000 sec): 3 clusters
  Score: Raw -43514.762034 + Penalty 2005.123488 = -41509.638546
  nChanged 2
		SP:Iteration 7Q (57343.580000 sec): 3 clusters
  Score: Raw -43516.974125 + Penalty 2005.123488 = -41511.850637
  nChanged 1
		SP:Iteration 8Q (57343.750000 sec): 3 clusters
  Score: Raw -43519.065726 + Penalty 2005.123488 = -41513.942238
  nChanged 2
		SP:Iteration 9Q (57343.940000 sec): 3 clusters
  Score: Raw -43521.964196 + Penalty 2005.123488 = -41516.840708
  nChanged 1
		SP:Iteration 10Q (57344.090000 sec): 3 clusters
  Score: Raw -43523.915218 + Penalty 2005.123488 = -41518.791730
  nChanged 0
		SP:Iteration 11F (57344.230000 sec): 3 clusters
  Score: Raw -43523.915218 + Penalty 2005.123488 = -41518.791730
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 43 (9634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57344.410000 sec): 2 clusters
  Score: Raw -782851.085015 + Penalty 1490.621240 = -781360.463775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57344.640000 sec): 3 clusters
  Score: Raw -777424.602520 + Penalty 2981.242481 = -774443.360039
  nChanged 4170
		SP:Iteration 1F (57344.860000 sec): 3 clusters
  Score: Raw -779734.650762 + Penalty 2981.242481 = -776753.408281
  nChanged 691
		SP:Iteration 2F (57345.060000 sec): 3 clusters
  Score: Raw -780114.159274 + Penalty 2981.242481 = -777132.916793
  nChanged 627
		SP:Iteration 3F (57345.340000 sec): 3 clusters
  Score: Raw -780463.598790 + Penalty 2981.242481 = -777482.356309
  nChanged 594
		SP:Iteration 4F (57345.640000 sec): 3 clusters
  Score: Raw -780813.385024 + Penalty 2981.242481 = -777832.142543
  nChanged 565
		SP:Iteration 5F (57345.870000 sec): 3 clusters
  Score: Raw -781165.596461 + Penalty 2981.242481 = -778184.353980
  nChanged 537
		SP:Iteration 6F (57346.130000 sec): 3 clusters
  Score: Raw -781521.305771 + Penalty 2981.242481 = -778540.063290
  nChanged 510
		SP:Iteration 7F (57346.370000 sec): 3 clusters
  Score: Raw -781882.531330 + Penalty 2981.242481 = -778901.288849
  nChanged 461
		SP:Iteration 8Q (57346.600000 sec): 3 clusters
  Score: Raw -782223.705222 + Penalty 2981.242481 = -779242.462741
  nChanged 403
		SP:Iteration 9Q (57346.800000 sec): 3 clusters
  Score: Raw -782550.398221 + Penalty 2981.242481 = -779569.155740
  nChanged 341
		SP:Iteration 10Q (57347.080000 sec): 3 clusters
  Score: Raw -782839.694698 + Penalty 2981.242481 = -779858.452217
  nChanged 276
		SP:Iteration 11Q (57347.260000 sec): 3 clusters
  Score: Raw -783063.850589 + Penalty 2981.242481 = -780082.608109
  nChanged 195
		SP:Iteration 12Q (57347.480000 sec): 3 clusters
  Score: Raw -783216.014252 + Penalty 2981.242481 = -780234.771772
  nChanged 139
		SP:Iteration 13Q (57347.720000 sec): 3 clusters
  Score: Raw -783316.906029 + Penalty 2981.242481 = -780335.663548
  nChanged 94
		SP:Iteration 14Q (57347.980000 sec): 3 clusters
  Score: Raw -783386.315350 + Penalty 2981.242481 = -780405.072869
  nChanged 58
		SP:Iteration 15Q (57348.240000 sec): 3 clusters
  Score: Raw -783424.371857 + Penalty 2981.242481 = -780443.129376
  nChanged 30
		SP:Iteration 16Q (57348.480000 sec): 3 clusters
  Score: Raw -783441.505810 + Penalty 2981.242481 = -780460.263329
  nChanged 12
		SP:Iteration 17Q (57348.760000 sec): 3 clusters
  Score: Raw -783448.101152 + Penalty 2981.242481 = -780466.858671
  nChanged 9
		SP:Iteration 18Q (57348.940000 sec): 3 clusters
  Score: Raw -783453.002567 + Penalty 2981.242481 = -780471.760086
  nChanged 14
		SP:Iteration 19Q (57349.200000 sec): 3 clusters
  Score: Raw -783461.284438 + Penalty 2981.242481 = -780480.041958
  nChanged 8
		SP:Iteration 20F (57349.420000 sec): 3 clusters
  Score: Raw -783465.641913 + Penalty 2981.242481 = -780484.399432
  nChanged 8
		SP:Iteration 21Q (57349.650000 sec): 3 clusters
  Score: Raw -783471.475675 + Penalty 2981.242481 = -780490.233194
  nChanged 4
		SP:Iteration 22Q (57349.870000 sec): 3 clusters
  Score: Raw -783473.825169 + Penalty 2981.242481 = -780492.582688
  nChanged 3
		SP:Iteration 23Q (57350.120000 sec): 3 clusters
  Score: Raw -783475.737820 + Penalty 2981.242481 = -780494.495339
  nChanged 2
		SP:Iteration 24Q (57350.390000 sec): 3 clusters
  Score: Raw -783476.264645 + Penalty 2981.242481 = -780495.022164
  nChanged 0
		SP:Iteration 25F (57350.610000 sec): 3 clusters
  Score: Raw -783476.264645 + Penalty 2981.242481 = -780495.022164
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 44 (3366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57350.750000 sec): 2 clusters
  Score: Raw -279967.597579 + Penalty 1319.740561 = -278647.857018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57350.930000 sec): 3 clusters
  Score: Raw -278345.248522 + Penalty 2639.481122 = -275705.767400
  nChanged 1299
		SP:Iteration 1F (57351.090000 sec): 3 clusters
  Score: Raw -279240.670143 + Penalty 2639.481122 = -276601.189021
  nChanged 336
		SP:Iteration 2F (57351.260000 sec): 3 clusters
  Score: Raw -279589.014916 + Penalty 2639.481122 = -276949.533795
  nChanged 274
		SP:Iteration 3F (57351.490000 sec): 3 clusters
  Score: Raw -279880.987371 + Penalty 2639.481122 = -277241.506249
  nChanged 216
		SP:Iteration 4F (57351.670000 sec): 3 clusters
  Score: Raw -280102.784675 + Penalty 2639.481122 = -277463.303554
  nChanged 183
		SP:Iteration 5F (57351.840000 sec): 3 clusters
  Score: Raw -280281.761105 + Penalty 2639.481122 = -277642.279983
  nChanged 131
		SP:Iteration 6Q (57351.990000 sec): 3 clusters
  Score: Raw -280406.251290 + Penalty 2639.481122 = -277766.770168
  nChanged 102
		SP:Iteration 7Q (57352.140000 sec): 3 clusters
  Score: Raw -280509.607468 + Penalty 2639.481122 = -277870.126346
  nChanged 109
		SP:Iteration 8Q (57352.310000 sec): 3 clusters
  Score: Raw -280594.333053 + Penalty 2639.481122 = -277954.851931
  nChanged 75
		SP:Iteration 9Q (57352.450000 sec): 3 clusters
  Score: Raw -280635.115757 + Penalty 2639.481122 = -277995.634635
  nChanged 54
		SP:Iteration 10Q (57352.680000 sec): 3 clusters
  Score: Raw -280666.315648 + Penalty 2639.481122 = -278026.834526
  nChanged 49
		SP:Iteration 11Q (57352.820000 sec): 3 clusters
  Score: Raw -280691.705570 + Penalty 2639.481122 = -278052.224448
  nChanged 40
		SP:Iteration 12Q (57352.980000 sec): 3 clusters
  Score: Raw -280715.545560 + Penalty 2639.481122 = -278076.064439
  nChanged 34
		SP:Iteration 13Q (57353.160000 sec): 3 clusters
  Score: Raw -280736.505318 + Penalty 2639.481122 = -278097.024196
  nChanged 40
		SP:Iteration 14Q (57353.360000 sec): 3 clusters
  Score: Raw -280755.746253 + Penalty 2639.481122 = -278116.265132
  nChanged 21
		SP:Iteration 15Q (57353.560000 sec): 3 clusters
  Score: Raw -280763.644233 + Penalty 2639.481122 = -278124.163111
  nChanged 12
		SP:Iteration 16Q (57353.740000 sec): 3 clusters
  Score: Raw -280767.291070 + Penalty 2639.481122 = -278127.809949
  nChanged 12
		SP:Iteration 17Q (57353.920000 sec): 3 clusters
  Score: Raw -280770.865897 + Penalty 2639.481122 = -278131.384775
  nChanged 8
		SP:Iteration 18Q (57354.140000 sec): 3 clusters
  Score: Raw -280772.685874 + Penalty 2639.481122 = -278133.204753
  nChanged 4
		SP:Iteration 19Q (57354.340000 sec): 3 clusters
  Score: Raw -280773.392054 + Penalty 2639.481122 = -278133.910933
  nChanged 5
		SP:Iteration 20F (57354.540000 sec): 3 clusters
  Score: Raw -280774.723864 + Penalty 2639.481122 = -278135.242742
  nChanged 4
		SP:Iteration 21Q (57354.720000 sec): 3 clusters
  Score: Raw -280775.886649 + Penalty 2639.481122 = -278136.405528
  nChanged 5
		SP:Iteration 22Q (57354.870000 sec): 3 clusters
  Score: Raw -280777.452570 + Penalty 2639.481122 = -278137.971448
  nChanged 4
		SP:Iteration 23Q (57355.040000 sec): 3 clusters
  Score: Raw -280778.397663 + Penalty 2639.481122 = -278138.916541
  nChanged 4
		SP:Iteration 24Q (57355.260000 sec): 3 clusters
  Score: Raw -280779.022203 + Penalty 2639.481122 = -278139.541081
  nChanged 1
		SP:Iteration 25Q (57355.540000 sec): 3 clusters
  Score: Raw -280779.105142 + Penalty 2639.481122 = -278139.624020
  nChanged 0
		SP:Iteration 26F (57355.770000 sec): 3 clusters
  Score: Raw -280779.105142 + Penalty 2639.481122 = -278139.624020
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 45 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57355.910000 sec): 2 clusters
  Score: Raw -19026.425410 + Penalty 915.071915 = -18111.353495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57356.130000 sec): 3 clusters
  Score: Raw -19115.184691 + Penalty 1830.143829 = -17285.040862
  nChanged 62
		SP:Iteration 1F (57356.330000 sec): 3 clusters
  Score: Raw -19239.581805 + Penalty 1830.143829 = -17409.437976
  nChanged 18
		SP:Iteration 2F (57356.440000 sec): 3 clusters
  Score: Raw -19276.735337 + Penalty 1830.143829 = -17446.591507
  nChanged 8
		SP:Iteration 3Q (57356.620000 sec): 3 clusters
  Score: Raw -19290.715036 + Penalty 1830.143829 = -17460.571207
  nChanged 4
		SP:Iteration 4Q (57356.780000 sec): 3 clusters
  Score: Raw -19299.140687 + Penalty 1830.143829 = -17468.996858
  nChanged 4
		SP:Iteration 5Q (57356.940000 sec): 3 clusters
  Score: Raw -19306.018269 + Penalty 1830.143829 = -17475.874440
  nChanged 1
		SP:Iteration 6Q (57357.120000 sec): 3 clusters
  Score: Raw -19308.196682 + Penalty 1830.143829 = -17478.052853
  nChanged 0
		SP:Iteration 7F (57357.340000 sec): 3 clusters
  Score: Raw -19308.196682 + Penalty 1830.143829 = -17478.052853
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 46 (1767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57357.430000 sec): 2 clusters
  Score: Raw -141488.892746 + Penalty 1215.018752 = -140273.873994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57357.630000 sec): 3 clusters
  Score: Raw -140797.432632 + Penalty 2430.037504 = -138367.395129
  nChanged 581
		SP:Iteration 1F (57357.770000 sec): 3 clusters
  Score: Raw -141170.399112 + Penalty 2430.037504 = -138740.361608
  nChanged 123
		SP:Iteration 2F (57357.980000 sec): 3 clusters
  Score: Raw -141254.816247 + Penalty 2430.037504 = -138824.778743
  nChanged 89
		SP:Iteration 3F (57358.170000 sec): 3 clusters
  Score: Raw -141326.831438 + Penalty 2430.037504 = -138896.793935
  nChanged 68
		SP:Iteration 4Q (57358.370000 sec): 3 clusters
  Score: Raw -141375.854245 + Penalty 2430.037504 = -138945.816741
  nChanged 57
		SP:Iteration 5Q (57358.490000 sec): 3 clusters
  Score: Raw -141417.560306 + Penalty 2430.037504 = -138987.522802
  nChanged 44
		SP:Iteration 6Q (57358.620000 sec): 3 clusters
  Score: Raw -141460.305799 + Penalty 2430.037504 = -139030.268295
  nChanged 41
		SP:Iteration 7Q (57358.810000 sec): 3 clusters
  Score: Raw -141495.384753 + Penalty 2430.037504 = -139065.347249
  nChanged 30
		SP:Iteration 8Q (57358.980000 sec): 3 clusters
  Score: Raw -141516.458695 + Penalty 2430.037504 = -139086.421192
  nChanged 25
		SP:Iteration 9Q (57359.170000 sec): 3 clusters
  Score: Raw -141534.475929 + Penalty 2430.037504 = -139104.438426
  nChanged 27
		SP:Iteration 10Q (57359.320000 sec): 3 clusters
  Score: Raw -141554.274265 + Penalty 2430.037504 = -139124.236762
  nChanged 28
		SP:Iteration 11Q (57359.500000 sec): 3 clusters
  Score: Raw -141575.748597 + Penalty 2430.037504 = -139145.711093
  nChanged 27
		SP:Iteration 12Q (57359.620000 sec): 3 clusters
  Score: Raw -141599.969186 + Penalty 2430.037504 = -139169.931683
  nChanged 23
		SP:Iteration 13Q (57359.830000 sec): 3 clusters
  Score: Raw -141616.032812 + Penalty 2430.037504 = -139185.995308
  nChanged 21
		SP:Iteration 14Q (57360.040000 sec): 3 clusters
  Score: Raw -141630.406814 + Penalty 2430.037504 = -139200.369310
  nChanged 25
		SP:Iteration 15Q (57360.180000 sec): 3 clusters
  Score: Raw -141646.601532 + Penalty 2430.037504 = -139216.564029
  nChanged 21
		SP:Iteration 16Q (57360.310000 sec): 3 clusters
  Score: Raw -141662.315693 + Penalty 2430.037504 = -139232.278190
  nChanged 32
		SP:Iteration 17Q (57360.490000 sec): 3 clusters
  Score: Raw -141691.511190 + Penalty 2430.037504 = -139261.473687
  nChanged 33
		SP:Iteration 18Q (57360.710000 sec): 3 clusters
  Score: Raw -141718.823115 + Penalty 2430.037504 = -139288.785612
  nChanged 23
		SP:Iteration 19Q (57360.850000 sec): 3 clusters
  Score: Raw -141739.419893 + Penalty 2430.037504 = -139309.382390
  nChanged 24
		SP:Iteration 20F (57361.010000 sec): 3 clusters
  Score: Raw -141758.650043 + Penalty 2430.037504 = -139328.612539
  nChanged 26
		SP:Iteration 21Q (57361.240000 sec): 3 clusters
  Score: Raw -141779.833963 + Penalty 2430.037504 = -139349.796459
  nChanged 22
		SP:Iteration 22Q (57361.390000 sec): 3 clusters
  Score: Raw -141799.730545 + Penalty 2430.037504 = -139369.693042
  nChanged 21
		SP:Iteration 23Q (57361.540000 sec): 3 clusters
  Score: Raw -141814.962337 + Penalty 2430.037504 = -139384.924834
  nChanged 18
		SP:Iteration 24Q (57361.730000 sec): 3 clusters
  Score: Raw -141825.995462 + Penalty 2430.037504 = -139395.957959
  nChanged 15
		SP:Iteration 25Q (57361.940000 sec): 3 clusters
  Score: Raw -141835.724610 + Penalty 2430.037504 = -139405.687106
  nChanged 14
		SP:Iteration 26Q (57362.140000 sec): 3 clusters
  Score: Raw -141845.714213 + Penalty 2430.037504 = -139415.676709
  nChanged 12
		SP:Iteration 27Q (57362.350000 sec): 3 clusters
  Score: Raw -141854.262705 + Penalty 2430.037504 = -139424.225201
  nChanged 6
		SP:Iteration 28Q (57362.520000 sec): 3 clusters
  Score: Raw -141857.792009 + Penalty 2430.037504 = -139427.754505
  nChanged 4
		SP:Iteration 29Q (57362.720000 sec): 3 clusters
  Score: Raw -141860.312779 + Penalty 2430.037504 = -139430.275276
  nChanged 7
		SP:Iteration 30Q (57362.860000 sec): 3 clusters
  Score: Raw -141863.948318 + Penalty 2430.037504 = -139433.910814
  nChanged 3
		SP:Iteration 31Q (57363.080000 sec): 3 clusters
  Score: Raw -141866.212930 + Penalty 2430.037504 = -139436.175427
  nChanged 5
		SP:Iteration 32Q (57363.200000 sec): 3 clusters
  Score: Raw -141870.576948 + Penalty 2430.037504 = -139440.539444
  nChanged 9
		SP:Iteration 33Q (57363.360000 sec): 3 clusters
  Score: Raw -141877.006433 + Penalty 2430.037504 = -139446.968930
  nChanged 7
		SP:Iteration 34Q (57363.560000 sec): 3 clusters
  Score: Raw -141881.226939 + Penalty 2430.037504 = -139451.189435
  nChanged 7
		SP:Iteration 35Q (57363.750000 sec): 3 clusters
  Score: Raw -141885.312932 + Penalty 2430.037504 = -139455.275428
  nChanged 6
		SP:Iteration 36Q (57363.950000 sec): 3 clusters
  Score: Raw -141888.422963 + Penalty 2430.037504 = -139458.385459
  nChanged 3
		SP:Iteration 37Q (57364.150000 sec): 3 clusters
  Score: Raw -141889.477392 + Penalty 2430.037504 = -139459.439889
  nChanged 1
		SP:Iteration 38Q (57364.340000 sec): 3 clusters
  Score: Raw -141890.116676 + Penalty 2430.037504 = -139460.079173
  nChanged 1
		SP:Iteration 39Q (57364.480000 sec): 3 clusters
  Score: Raw -141890.505060 + Penalty 2430.037504 = -139460.467556
  nChanged 3
		SP:Iteration 40F (57364.680000 sec): 3 clusters
  Score: Raw -141891.554831 + Penalty 2430.037504 = -139461.517328
  nChanged 2
		SP:Iteration 41Q (57364.890000 sec): 3 clusters
  Score: Raw -141892.095117 + Penalty 2430.037504 = -139462.057613
  nChanged 3
		SP:Iteration 42Q (57365.010000 sec): 3 clusters
  Score: Raw -141895.091963 + Penalty 2430.037504 = -139465.054459
  nChanged 5
		SP:Iteration 43Q (57365.200000 sec): 3 clusters
  Score: Raw -141899.184477 + Penalty 2430.037504 = -139469.146973
  nChanged 2
		SP:Iteration 44Q (57365.370000 sec): 3 clusters
  Score: Raw -141900.326448 + Penalty 2430.037504 = -139470.288944
  nChanged 1
		SP:Iteration 45Q (57365.540000 sec): 3 clusters
  Score: Raw -141900.801240 + Penalty 2430.037504 = -139470.763736
  nChanged 0
		SP:Iteration 46F (57365.660000 sec): 3 clusters
  Score: Raw -141900.801240 + Penalty 2430.037504 = -139470.763736
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 47 (7160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57365.830000 sec): 2 clusters
  Score: Raw -597863.079916 + Penalty 1442.393105 = -596420.686811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57365.980000 sec): 3 clusters
  Score: Raw -594025.950428 + Penalty 2884.786209 = -591141.164219
  nChanged 2965
		SP:Iteration 1F (57366.270000 sec): 3 clusters
  Score: Raw -595603.114945 + Penalty 2884.786209 = -592718.328736
  nChanged 476
		SP:Iteration 2F (57366.470000 sec): 3 clusters
  Score: Raw -595855.896335 + Penalty 2884.786209 = -592971.110125
  nChanged 428
		SP:Iteration 3F (57366.720000 sec): 3 clusters
  Score: Raw -596072.431271 + Penalty 2884.786209 = -593187.645061
  nChanged 386
		SP:Iteration 4F (57366.920000 sec): 3 clusters
  Score: Raw -596270.902056 + Penalty 2884.786209 = -593386.115846
  nChanged 338
		SP:Iteration 5Q (57367.120000 sec): 3 clusters
  Score: Raw -596438.625055 + Penalty 2884.786209 = -593553.838846
  nChanged 291
		SP:Iteration 6Q (57367.320000 sec): 3 clusters
  Score: Raw -596581.147899 + Penalty 2884.786209 = -593696.361689
  nChanged 260
		SP:Iteration 7Q (57367.510000 sec): 3 clusters
  Score: Raw -596704.922082 + Penalty 2884.786209 = -593820.135873
  nChanged 231
		SP:Iteration 8Q (57367.720000 sec): 3 clusters
  Score: Raw -596810.815701 + Penalty 2884.786209 = -593926.029492
  nChanged 202
		SP:Iteration 9Q (57367.970000 sec): 3 clusters
  Score: Raw -596904.757835 + Penalty 2884.786209 = -594019.971626
  nChanged 181
		SP:Iteration 10Q (57368.130000 sec): 3 clusters
  Score: Raw -596988.670524 + Penalty 2884.786209 = -594103.884315
  nChanged 167
		SP:Iteration 11Q (57368.370000 sec): 3 clusters
  Score: Raw -597062.482930 + Penalty 2884.786209 = -594177.696721
  nChanged 139
		SP:Iteration 12Q (57368.570000 sec): 3 clusters
  Score: Raw -597130.382223 + Penalty 2884.786209 = -594245.596013
  nChanged 126
		SP:Iteration 13Q (57368.800000 sec): 3 clusters
  Score: Raw -597189.563708 + Penalty 2884.786209 = -594304.777499
  nChanged 104
		SP:Iteration 14Q (57369.040000 sec): 3 clusters
  Score: Raw -597235.673346 + Penalty 2884.786209 = -594350.887137
  nChanged 109
		SP:Iteration 15Q (57369.220000 sec): 3 clusters
  Score: Raw -597285.748389 + Penalty 2884.786209 = -594400.962179
  nChanged 105
		SP:Iteration 16Q (57369.430000 sec): 3 clusters
  Score: Raw -597337.012013 + Penalty 2884.786209 = -594452.225804
  nChanged 97
		SP:Iteration 17Q (57369.650000 sec): 3 clusters
  Score: Raw -597382.185356 + Penalty 2884.786209 = -594497.399147
  nChanged 90
		SP:Iteration 18Q (57369.840000 sec): 3 clusters
  Score: Raw -597433.307357 + Penalty 2884.786209 = -594548.521147
  nChanged 97
		SP:Iteration 19Q (57370.060000 sec): 3 clusters
  Score: Raw -597485.981834 + Penalty 2884.786209 = -594601.195625
  nChanged 89
		SP:Iteration 20F (57370.220000 sec): 3 clusters
  Score: Raw -597537.625214 + Penalty 2884.786209 = -594652.839005
  nChanged 83
		SP:Iteration 21Q (57370.500000 sec): 3 clusters
  Score: Raw -597595.123073 + Penalty 2884.786209 = -594710.336864
  nChanged 71
		SP:Iteration 22Q (57370.670000 sec): 3 clusters
  Score: Raw -597648.576997 + Penalty 2884.786209 = -594763.790788
  nChanged 65
		SP:Iteration 23Q (57370.960000 sec): 3 clusters
  Score: Raw -597709.149943 + Penalty 2884.786209 = -594824.363733
  nChanged 70
		SP:Iteration 24Q (57371.170000 sec): 3 clusters
  Score: Raw -597762.443650 + Penalty 2884.786209 = -594877.657440
  nChanged 67
		SP:Iteration 25Q (57371.370000 sec): 3 clusters
  Score: Raw -597801.996116 + Penalty 2884.786209 = -594917.209907
  nChanged 39
		SP:Iteration 26Q (57371.610000 sec): 3 clusters
  Score: Raw -597825.731310 + Penalty 2884.786209 = -594940.945101
  nChanged 28
		SP:Iteration 27Q (57371.840000 sec): 3 clusters
  Score: Raw -597843.136414 + Penalty 2884.786209 = -594958.350204
  nChanged 32
		SP:Iteration 28Q (57372.050000 sec): 3 clusters
  Score: Raw -597863.992162 + Penalty 2884.786209 = -594979.205953
  nChanged 37
		SP:Iteration 29Q (57372.250000 sec): 3 clusters
  Score: Raw -597890.843819 + Penalty 2884.786209 = -595006.057609
  nChanged 28
		SP:Iteration 30Q (57372.460000 sec): 3 clusters
  Score: Raw -597912.039657 + Penalty 2884.786209 = -595027.253447
  nChanged 28
		SP:Iteration 31Q (57372.640000 sec): 3 clusters
  Score: Raw -597924.583495 + Penalty 2884.786209 = -595039.797286
  nChanged 13
		SP:Iteration 32Q (57372.870000 sec): 3 clusters
  Score: Raw -597930.341774 + Penalty 2884.786209 = -595045.555565
  nChanged 13
		SP:Iteration 33Q (57373.040000 sec): 3 clusters
  Score: Raw -597936.609590 + Penalty 2884.786209 = -595051.823380
  nChanged 13
		SP:Iteration 34Q (57373.220000 sec): 3 clusters
  Score: Raw -597943.579863 + Penalty 2884.786209 = -595058.793654
  nChanged 11
		SP:Iteration 35Q (57373.390000 sec): 3 clusters
  Score: Raw -597948.429332 + Penalty 2884.786209 = -595063.643123
  nChanged 9
		SP:Iteration 36Q (57373.570000 sec): 3 clusters
  Score: Raw -597952.476319 + Penalty 2884.786209 = -595067.690109
  nChanged 7
		SP:Iteration 37Q (57373.770000 sec): 3 clusters
  Score: Raw -597954.614312 + Penalty 2884.786209 = -595069.828103
  nChanged 4
		SP:Iteration 38Q (57373.960000 sec): 3 clusters
  Score: Raw -597955.990361 + Penalty 2884.786209 = -595071.204151
  nChanged 2
		SP:Iteration 39Q (57374.120000 sec): 3 clusters
  Score: Raw -597956.179946 + Penalty 2884.786209 = -595071.393736
  nChanged 1
		SP:Iteration 40F (57374.320000 sec): 3 clusters
  Score: Raw -597956.471226 + Penalty 2884.786209 = -595071.685016
  nChanged 3
		SP:Iteration 41Q (57374.560000 sec): 3 clusters
  Score: Raw -597957.582214 + Penalty 2884.786209 = -595072.796004
  nChanged 1
		SP:Iteration 42Q (57374.740000 sec): 3 clusters
  Score: Raw -597957.974106 + Penalty 2884.786209 = -595073.187897
  nChanged 1
		SP:Iteration 43Q (57374.930000 sec): 3 clusters
  Score: Raw -597958.336227 + Penalty 2884.786209 = -595073.550018
  nChanged 1
		SP:Iteration 44Q (57375.120000 sec): 3 clusters
  Score: Raw -597958.483603 + Penalty 2884.786209 = -595073.697394
  nChanged 0
		SP:Iteration 45F (57375.290000 sec): 3 clusters
  Score: Raw -597958.483603 + Penalty 2884.786209 = -595073.697394
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 48 (10062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57375.480000 sec): 2 clusters
  Score: Raw -769595.433983 + Penalty 1497.684700 = -768097.749283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57375.720000 sec): 3 clusters
  Score: Raw -763877.295369 + Penalty 2995.369400 = -760881.925969
  nChanged 4331
		SP:Iteration 1F (57375.910000 sec): 3 clusters
  Score: Raw -766401.753507 + Penalty 2995.369400 = -763406.384106
  nChanged 666
		SP:Iteration 2F (57376.140000 sec): 3 clusters
  Score: Raw -766760.286720 + Penalty 2995.369400 = -763764.917320
  nChanged 631
		SP:Iteration 3F (57376.390000 sec): 3 clusters
  Score: Raw -767128.881581 + Penalty 2995.369400 = -764133.512181
  nChanged 580
		SP:Iteration 4F (57376.610000 sec): 3 clusters
  Score: Raw -767518.251608 + Penalty 2995.369400 = -764522.882207
  nChanged 567
		SP:Iteration 5F (57376.860000 sec): 3 clusters
  Score: Raw -767909.159052 + Penalty 2995.369400 = -764913.789652
  nChanged 521
		SP:Iteration 6F (57377.090000 sec): 3 clusters
  Score: Raw -768250.100554 + Penalty 2995.369400 = -765254.731154
  nChanged 444
		SP:Iteration 7Q (57377.260000 sec): 3 clusters
  Score: Raw -768528.583683 + Penalty 2995.369400 = -765533.214283
  nChanged 409
		SP:Iteration 8Q (57377.500000 sec): 3 clusters
  Score: Raw -768762.306981 + Penalty 2995.369400 = -765766.937581
  nChanged 333
		SP:Iteration 9Q (57377.700000 sec): 3 clusters
  Score: Raw -768964.962467 + Penalty 2995.369400 = -765969.593067
  nChanged 286
		SP:Iteration 10Q (57377.950000 sec): 3 clusters
  Score: Raw -769112.199035 + Penalty 2995.369400 = -766116.829635
  nChanged 239
		SP:Iteration 11Q (57378.170000 sec): 3 clusters
  Score: Raw -769226.524569 + Penalty 2995.369400 = -766231.155168
  nChanged 207
		SP:Iteration 12Q (57378.390000 sec): 3 clusters
  Score: Raw -769314.436787 + Penalty 2995.369400 = -766319.067387
  nChanged 180
		SP:Iteration 13Q (57378.550000 sec): 3 clusters
  Score: Raw -769386.914322 + Penalty 2995.369400 = -766391.544922
  nChanged 147
		SP:Iteration 14Q (57378.740000 sec): 3 clusters
  Score: Raw -769447.124575 + Penalty 2995.369400 = -766451.755175
  nChanged 136
		SP:Iteration 15Q (57378.920000 sec): 3 clusters
  Score: Raw -769501.627693 + Penalty 2995.369400 = -766506.258293
  nChanged 119
		SP:Iteration 16Q (57379.180000 sec): 3 clusters
  Score: Raw -769546.725916 + Penalty 2995.369400 = -766551.356516
  nChanged 118
		SP:Iteration 17Q (57379.450000 sec): 3 clusters
  Score: Raw -769587.762762 + Penalty 2995.369400 = -766592.393362
  nChanged 99
		SP:Iteration 18Q (57379.660000 sec): 3 clusters
  Score: Raw -769615.410391 + Penalty 2995.369400 = -766620.040991
  nChanged 75
		SP:Iteration 19Q (57379.890000 sec): 3 clusters
  Score: Raw -769637.446031 + Penalty 2995.369400 = -766642.076630
  nChanged 68
		SP:Iteration 20F (57380.170000 sec): 3 clusters
  Score: Raw -769657.960174 + Penalty 2995.369400 = -766662.590774
  nChanged 56
		SP:Iteration 21Q (57380.530000 sec): 3 clusters
  Score: Raw -769673.202269 + Penalty 2995.369400 = -766677.832869
  nChanged 55
		SP:Iteration 22Q (57380.840000 sec): 3 clusters
  Score: Raw -769686.522266 + Penalty 2995.369400 = -766691.152866
  nChanged 54
		SP:Iteration 23Q (57381.070000 sec): 3 clusters
  Score: Raw -769700.818152 + Penalty 2995.369400 = -766705.448752
  nChanged 42
		SP:Iteration 24Q (57381.300000 sec): 3 clusters
  Score: Raw -769712.031200 + Penalty 2995.369400 = -766716.661800
  nChanged 45
		SP:Iteration 25Q (57381.550000 sec): 3 clusters
  Score: Raw -769724.509995 + Penalty 2995.369400 = -766729.140594
  nChanged 40
		SP:Iteration 26Q (57381.770000 sec): 3 clusters
  Score: Raw -769737.052829 + Penalty 2995.369400 = -766741.683429
  nChanged 43
		SP:Iteration 27Q (57382.040000 sec): 3 clusters
  Score: Raw -769749.668925 + Penalty 2995.369400 = -766754.299525
  nChanged 49
		SP:Iteration 28Q (57382.260000 sec): 3 clusters
  Score: Raw -769764.840772 + Penalty 2995.369400 = -766769.471372
  nChanged 49
		SP:Iteration 29Q (57382.470000 sec): 3 clusters
  Score: Raw -769780.040440 + Penalty 2995.369400 = -766784.671040
  nChanged 48
		SP:Iteration 30Q (57382.680000 sec): 3 clusters
  Score: Raw -769795.486259 + Penalty 2995.369400 = -766800.116858
  nChanged 38
		SP:Iteration 31Q (57382.960000 sec): 3 clusters
  Score: Raw -769807.324776 + Penalty 2995.369400 = -766811.955376
  nChanged 32
		SP:Iteration 32Q (57383.260000 sec): 3 clusters
  Score: Raw -769819.130066 + Penalty 2995.369400 = -766823.760666
  nChanged 32
		SP:Iteration 33Q (57383.450000 sec): 3 clusters
  Score: Raw -769830.479959 + Penalty 2995.369400 = -766835.110559
  nChanged 31
		SP:Iteration 34Q (57383.710000 sec): 3 clusters
  Score: Raw -769841.505170 + Penalty 2995.369400 = -766846.135770
  nChanged 24
		SP:Iteration 35Q (57383.970000 sec): 3 clusters
  Score: Raw -769848.744308 + Penalty 2995.369400 = -766853.374908
  nChanged 25
		SP:Iteration 36Q (57384.160000 sec): 3 clusters
  Score: Raw -769856.799855 + Penalty 2995.369400 = -766861.430455
  nChanged 25
		SP:Iteration 37Q (57384.380000 sec): 3 clusters
  Score: Raw -769867.173974 + Penalty 2995.369400 = -766871.804573
  nChanged 24
		SP:Iteration 38Q (57384.590000 sec): 3 clusters
  Score: Raw -769876.180258 + Penalty 2995.369400 = -766880.810858
  nChanged 24
		SP:Iteration 39Q (57384.810000 sec): 3 clusters
  Score: Raw -769885.773601 + Penalty 2995.369400 = -766890.404201
  nChanged 17
		SP:Iteration 40F (57385.100000 sec): 3 clusters
  Score: Raw -769893.525668 + Penalty 2995.369400 = -766898.156267
  nChanged 20
		SP:Iteration 41Q (57385.250000 sec): 3 clusters
  Score: Raw -769900.871136 + Penalty 2995.369400 = -766905.501736
  nChanged 10
		SP:Iteration 42Q (57385.450000 sec): 3 clusters
  Score: Raw -769904.046093 + Penalty 2995.369400 = -766908.676692
  nChanged 7
		SP:Iteration 43Q (57385.640000 sec): 3 clusters
  Score: Raw -769906.629844 + Penalty 2995.369400 = -766911.260444
  nChanged 6
		SP:Iteration 44Q (57385.900000 sec): 3 clusters
  Score: Raw -769908.485789 + Penalty 2995.369400 = -766913.116389
  nChanged 6
		SP:Iteration 45Q (57386.160000 sec): 3 clusters
  Score: Raw -769910.281037 + Penalty 2995.369400 = -766914.911637
  nChanged 6
		SP:Iteration 46Q (57386.350000 sec): 3 clusters
  Score: Raw -769911.698149 + Penalty 2995.369400 = -766916.328749
  nChanged 5
		SP:Iteration 47Q (57386.520000 sec): 3 clusters
  Score: Raw -769913.304607 + Penalty 2995.369400 = -766917.935206
  nChanged 7
		SP:Iteration 48Q (57386.780000 sec): 3 clusters
  Score: Raw -769915.583733 + Penalty 2995.369400 = -766920.214333
  nChanged 8
		SP:Iteration 49Q (57386.930000 sec): 3 clusters
  Score: Raw -769920.028095 + Penalty 2995.369400 = -766924.658695
  nChanged 6
		SP:Iteration 50Q (57387.220000 sec): 3 clusters
  Score: Raw -769922.524141 + Penalty 2995.369400 = -766927.154741
  nChanged 9
		SP:Iteration 51Q (57387.450000 sec): 3 clusters
  Score: Raw -769927.276862 + Penalty 2995.369400 = -766931.907462
  nChanged 11
		SP:Iteration 52Q (57387.720000 sec): 3 clusters
  Score: Raw -769932.457284 + Penalty 2995.369400 = -766937.087884
  nChanged 15
		SP:Iteration 53Q (57388.000000 sec): 3 clusters
  Score: Raw -769938.028064 + Penalty 2995.369400 = -766942.658663
  nChanged 7
		SP:Iteration 54Q (57388.270000 sec): 3 clusters
  Score: Raw -769940.661530 + Penalty 2995.369400 = -766945.292130
  nChanged 10
		SP:Iteration 55Q (57388.520000 sec): 3 clusters
  Score: Raw -769943.537618 + Penalty 2995.369400 = -766948.168218
  nChanged 4
		SP:Iteration 56Q (57388.740000 sec): 3 clusters
  Score: Raw -769944.912621 + Penalty 2995.369400 = -766949.543221
  nChanged 1
		SP:Iteration 57Q (57389.020000 sec): 3 clusters
  Score: Raw -769945.507624 + Penalty 2995.369400 = -766950.138223
  nChanged 1
		SP:Iteration 58Q (57389.320000 sec): 3 clusters
  Score: Raw -769945.784975 + Penalty 2995.369400 = -766950.415575
  nChanged 0
		SP:Iteration 59F (57389.600000 sec): 3 clusters
  Score: Raw -769945.784975 + Penalty 2995.369400 = -766950.415575
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 49 (4391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57389.770000 sec): 2 clusters
  Score: Raw -370663.443062 + Penalty 1362.938244 = -369300.504819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57389.970000 sec): 3 clusters
  Score: Raw -368407.411147 + Penalty 2725.876488 = -365681.534659
  nChanged 1762
		SP:Iteration 1F (57390.170000 sec): 3 clusters
  Score: Raw -369484.732362 + Penalty 2725.876488 = -366758.855874
  nChanged 321
		SP:Iteration 2F (57390.330000 sec): 3 clusters
  Score: Raw -369650.106863 + Penalty 2725.876488 = -366924.230375
  nChanged 212
		SP:Iteration 3Q (57390.550000 sec): 3 clusters
  Score: Raw -369746.962797 + Penalty 2725.876488 = -367021.086309
  nChanged 144
		SP:Iteration 4Q (57390.750000 sec): 3 clusters
  Score: Raw -369809.999557 + Penalty 2725.876488 = -367084.123069
  nChanged 109
		SP:Iteration 5Q (57390.950000 sec): 3 clusters
  Score: Raw -369855.890731 + Penalty 2725.876488 = -367130.014243
  nChanged 92
		SP:Iteration 6Q (57391.170000 sec): 3 clusters
  Score: Raw -369893.451379 + Penalty 2725.876488 = -367167.574891
  nChanged 77
		SP:Iteration 7Q (57391.330000 sec): 3 clusters
  Score: Raw -369919.789255 + Penalty 2725.876488 = -367193.912767
  nChanged 61
		SP:Iteration 8Q (57391.490000 sec): 3 clusters
  Score: Raw -369940.338837 + Penalty 2725.876488 = -367214.462349
  nChanged 50
		SP:Iteration 9Q (57391.690000 sec): 3 clusters
  Score: Raw -369957.419586 + Penalty 2725.876488 = -367231.543098
  nChanged 57
		SP:Iteration 10Q (57391.860000 sec): 3 clusters
  Score: Raw -369977.260385 + Penalty 2725.876488 = -367251.383897
  nChanged 62
		SP:Iteration 11Q (57392.020000 sec): 3 clusters
  Score: Raw -370004.711347 + Penalty 2725.876488 = -367278.834859
  nChanged 71
		SP:Iteration 12Q (57392.180000 sec): 3 clusters
  Score: Raw -370035.940018 + Penalty 2725.876488 = -367310.063530
  nChanged 84
		SP:Iteration 13Q (57392.340000 sec): 3 clusters
  Score: Raw -370081.643328 + Penalty 2725.876488 = -367355.766840
  nChanged 89
		SP:Iteration 14Q (57392.500000 sec): 3 clusters
  Score: Raw -370128.768665 + Penalty 2725.876488 = -367402.892177
  nChanged 97
		SP:Iteration 15Q (57392.660000 sec): 3 clusters
  Score: Raw -370182.393659 + Penalty 2725.876488 = -367456.517171
  nChanged 89
		SP:Iteration 16Q (57392.820000 sec): 3 clusters
  Score: Raw -370232.810797 + Penalty 2725.876488 = -367506.934309
  nChanged 104
		SP:Iteration 17Q (57393.000000 sec): 3 clusters
  Score: Raw -370298.524329 + Penalty 2725.876488 = -367572.647841
  nChanged 117
		SP:Iteration 18Q (57393.170000 sec): 3 clusters
  Score: Raw -370376.866844 + Penalty 2725.876488 = -367650.990356
  nChanged 125
		SP:Iteration 19Q (57393.340000 sec): 3 clusters
  Score: Raw -370477.364766 + Penalty 2725.876488 = -367751.488278
  nChanged 129
		SP:Iteration 20F (57393.520000 sec): 3 clusters
  Score: Raw -370600.768719 + Penalty 2725.876488 = -367874.892231
  nChanged 141
		SP:Iteration 21Q (57393.650000 sec): 3 clusters
  Score: Raw -370727.682135 + Penalty 2725.876488 = -368001.805647
  nChanged 140
		SP:Iteration 22Q (57393.810000 sec): 3 clusters
  Score: Raw -370848.095765 + Penalty 2725.876488 = -368122.219277
  nChanged 109
		SP:Iteration 23Q (57393.980000 sec): 3 clusters
  Score: Raw -370932.588008 + Penalty 2725.876488 = -368206.711520
  nChanged 103
		SP:Iteration 24Q (57394.180000 sec): 3 clusters
  Score: Raw -371019.145058 + Penalty 2725.876488 = -368293.268570
  nChanged 90
		SP:Iteration 25Q (57394.380000 sec): 3 clusters
  Score: Raw -371094.133336 + Penalty 2725.876488 = -368368.256848
  nChanged 79
		SP:Iteration 26Q (57394.560000 sec): 3 clusters
  Score: Raw -371151.930113 + Penalty 2725.876488 = -368426.053625
  nChanged 71
		SP:Iteration 27Q (57394.780000 sec): 3 clusters
  Score: Raw -371196.566379 + Penalty 2725.876488 = -368470.689891
  nChanged 53
		SP:Iteration 28Q (57394.940000 sec): 3 clusters
  Score: Raw -371221.610482 + Penalty 2725.876488 = -368495.733994
  nChanged 27
		SP:Iteration 29Q (57395.070000 sec): 3 clusters
  Score: Raw -371233.730124 + Penalty 2725.876488 = -368507.853636
  nChanged 22
		SP:Iteration 30Q (57395.240000 sec): 3 clusters
  Score: Raw -371241.070570 + Penalty 2725.876488 = -368515.194082
  nChanged 20
		SP:Iteration 31Q (57395.440000 sec): 3 clusters
  Score: Raw -371248.916983 + Penalty 2725.876488 = -368523.040495
  nChanged 19
		SP:Iteration 32Q (57395.670000 sec): 3 clusters
  Score: Raw -371257.068615 + Penalty 2725.876488 = -368531.192127
  nChanged 13
		SP:Iteration 33Q (57395.830000 sec): 3 clusters
  Score: Raw -371262.055647 + Penalty 2725.876488 = -368536.179159
  nChanged 13
		SP:Iteration 34Q (57396.020000 sec): 3 clusters
  Score: Raw -371266.917612 + Penalty 2725.876488 = -368541.041124
  nChanged 12
		SP:Iteration 35Q (57396.180000 sec): 3 clusters
  Score: Raw -371271.331026 + Penalty 2725.876488 = -368545.454538
  nChanged 7
		SP:Iteration 36Q (57396.340000 sec): 3 clusters
  Score: Raw -371273.632720 + Penalty 2725.876488 = -368547.756232
  nChanged 16
		SP:Iteration 37Q (57396.500000 sec): 3 clusters
  Score: Raw -371278.596659 + Penalty 2725.876488 = -368552.720171
  nChanged 8
		SP:Iteration 38Q (57396.650000 sec): 3 clusters
  Score: Raw -371281.046891 + Penalty 2725.876488 = -368555.170404
  nChanged 12
		SP:Iteration 39Q (57396.810000 sec): 3 clusters
  Score: Raw -371284.341650 + Penalty 2725.876488 = -368558.465162
  nChanged 11
		SP:Iteration 40F (57396.970000 sec): 3 clusters
  Score: Raw -371289.724935 + Penalty 2725.876488 = -368563.848447
  nChanged 17
		SP:Iteration 41Q (57397.120000 sec): 3 clusters
  Score: Raw -371297.968721 + Penalty 2725.876488 = -368572.092233
  nChanged 13
		SP:Iteration 42Q (57397.280000 sec): 3 clusters
  Score: Raw -371302.128357 + Penalty 2725.876488 = -368576.251869
  nChanged 12
		SP:Iteration 43Q (57397.440000 sec): 3 clusters
  Score: Raw -371305.335298 + Penalty 2725.876488 = -368579.458810
  nChanged 7
		SP:Iteration 44Q (57397.600000 sec): 3 clusters
  Score: Raw -371307.212130 + Penalty 2725.876488 = -368581.335642
  nChanged 7
		SP:Iteration 45Q (57397.760000 sec): 3 clusters
  Score: Raw -371309.508805 + Penalty 2725.876488 = -368583.632317
  nChanged 1
		SP:Iteration 46Q (57397.920000 sec): 3 clusters
  Score: Raw -371309.690214 + Penalty 2725.876488 = -368583.813726
  nChanged 1
		SP:Iteration 47Q (57398.080000 sec): 3 clusters
  Score: Raw -371309.921286 + Penalty 2725.876488 = -368584.044798
  nChanged 0
		SP:Iteration 48F (57398.240000 sec): 3 clusters
  Score: Raw -371309.921286 + Penalty 2725.876488 = -368584.044798
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 50 (7871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57398.370000 sec): 2 clusters
  Score: Raw -733567.416920 + Penalty 1457.777815 = -732109.639105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57398.560000 sec): 3 clusters
  Score: Raw -729220.249822 + Penalty 2915.555629 = -726304.694193
  nChanged 3243
		SP:Iteration 1F (57398.720000 sec): 3 clusters
  Score: Raw -730867.597288 + Penalty 2915.555629 = -727952.041658
  nChanged 470
		SP:Iteration 2F (57398.890000 sec): 3 clusters
  Score: Raw -731064.367370 + Penalty 2915.555629 = -728148.811741
  nChanged 357
		SP:Iteration 3Q (57399.050000 sec): 3 clusters
  Score: Raw -731192.087126 + Penalty 2915.555629 = -728276.531496
  nChanged 261
		SP:Iteration 4Q (57399.230000 sec): 3 clusters
  Score: Raw -731290.782503 + Penalty 2915.555629 = -728375.226874
  nChanged 241
		SP:Iteration 5Q (57399.390000 sec): 3 clusters
  Score: Raw -731391.636166 + Penalty 2915.555629 = -728476.080537
  nChanged 231
		SP:Iteration 6Q (57399.570000 sec): 3 clusters
  Score: Raw -731483.686187 + Penalty 2915.555629 = -728568.130557
  nChanged 233
		SP:Iteration 7Q (57399.740000 sec): 3 clusters
  Score: Raw -731567.824983 + Penalty 2915.555629 = -728652.269354
  nChanged 210
		SP:Iteration 8Q (57399.980000 sec): 3 clusters
  Score: Raw -731647.361882 + Penalty 2915.555629 = -728731.806253
  nChanged 202
		SP:Iteration 9Q (57400.150000 sec): 3 clusters
  Score: Raw -731742.424857 + Penalty 2915.555629 = -728826.869227
  nChanged 250
		SP:Iteration 10Q (57400.320000 sec): 3 clusters
  Score: Raw -731878.920832 + Penalty 2915.555629 = -728963.365202
  nChanged 283
		SP:Iteration 11Q (57400.490000 sec): 3 clusters
  Score: Raw -732051.852151 + Penalty 2915.555629 = -729136.296521
  nChanged 312
		SP:Iteration 12Q (57400.740000 sec): 3 clusters
  Score: Raw -732236.568356 + Penalty 2915.555629 = -729321.012727
  nChanged 317
		SP:Iteration 13Q (57400.940000 sec): 3 clusters
  Score: Raw -732463.869887 + Penalty 2915.555629 = -729548.314257
  nChanged 333
		SP:Iteration 14Q (57401.070000 sec): 3 clusters
  Score: Raw -732704.990964 + Penalty 2915.555629 = -729789.435334
  nChanged 288
		SP:Iteration 15Q (57401.240000 sec): 3 clusters
  Score: Raw -732926.142235 + Penalty 2915.555629 = -730010.586606
  nChanged 257
		SP:Iteration 16Q (57401.400000 sec): 3 clusters
  Score: Raw -733142.502843 + Penalty 2915.555629 = -730226.947213
  nChanged 202
		SP:Iteration 17Q (57401.570000 sec): 3 clusters
  Score: Raw -733309.391858 + Penalty 2915.555629 = -730393.836229
  nChanged 133
		SP:Iteration 18Q (57401.750000 sec): 3 clusters
  Score: Raw -733416.585857 + Penalty 2915.555629 = -730501.030227
  nChanged 100
		SP:Iteration 19Q (57401.930000 sec): 3 clusters
  Score: Raw -733501.336080 + Penalty 2915.555629 = -730585.780451
  nChanged 78
		SP:Iteration 20F (57402.110000 sec): 3 clusters
  Score: Raw -733561.456772 + Penalty 2915.555629 = -730645.901142
  nChanged 50
		SP:Iteration 21Q (57402.290000 sec): 3 clusters
  Score: Raw -733602.385526 + Penalty 2915.555629 = -730686.829896
  nChanged 40
		SP:Iteration 22Q (57402.470000 sec): 3 clusters
  Score: Raw -733635.704895 + Penalty 2915.555629 = -730720.149265
  nChanged 24
		SP:Iteration 23Q (57402.680000 sec): 3 clusters
  Score: Raw -733657.151151 + Penalty 2915.555629 = -730741.595522
  nChanged 19
		SP:Iteration 24Q (57402.840000 sec): 3 clusters
  Score: Raw -733673.264967 + Penalty 2915.555629 = -730757.709338
  nChanged 18
		SP:Iteration 25Q (57403.010000 sec): 3 clusters
  Score: Raw -733692.438376 + Penalty 2915.555629 = -730776.882747
  nChanged 14
		SP:Iteration 26Q (57403.230000 sec): 3 clusters
  Score: Raw -733703.496025 + Penalty 2915.555629 = -730787.940395
  nChanged 10
		SP:Iteration 27Q (57403.410000 sec): 3 clusters
  Score: Raw -733713.198281 + Penalty 2915.555629 = -730797.642651
  nChanged 8
		SP:Iteration 28Q (57403.590000 sec): 3 clusters
  Score: Raw -733721.235682 + Penalty 2915.555629 = -730805.680053
  nChanged 7
		SP:Iteration 29Q (57403.770000 sec): 3 clusters
  Score: Raw -733728.796665 + Penalty 2915.555629 = -730813.241036
  nChanged 4
		SP:Iteration 30Q (57403.950000 sec): 3 clusters
  Score: Raw -733731.822015 + Penalty 2915.555629 = -730816.266386
  nChanged 2
		SP:Iteration 31Q (57404.120000 sec): 3 clusters
  Score: Raw -733733.930115 + Penalty 2915.555629 = -730818.374486
  nChanged 2
		SP:Iteration 32Q (57404.300000 sec): 3 clusters
  Score: Raw -733735.180417 + Penalty 2915.555629 = -730819.624788
  nChanged 1
		SP:Iteration 33Q (57404.480000 sec): 3 clusters
  Score: Raw -733735.918068 + Penalty 2915.555629 = -730820.362439
  nChanged 1
		SP:Iteration 34Q (57404.660000 sec): 3 clusters
  Score: Raw -733736.765672 + Penalty 2915.555629 = -730821.210043
  nChanged 5
		SP:Iteration 35Q (57404.840000 sec): 3 clusters
  Score: Raw -733742.910841 + Penalty 2915.555629 = -730827.355212
  nChanged 4
		SP:Iteration 36Q (57405.020000 sec): 3 clusters
  Score: Raw -733745.929434 + Penalty 2915.555629 = -730830.373804
  nChanged 3
		SP:Iteration 37Q (57405.200000 sec): 3 clusters
  Score: Raw -733751.013314 + Penalty 2915.555629 = -730835.457685
  nChanged 5
		SP:Iteration 38Q (57405.370000 sec): 3 clusters
  Score: Raw -733756.731519 + Penalty 2915.555629 = -730841.175889
  nChanged 6
		SP:Iteration 39Q (57405.630000 sec): 3 clusters
  Score: Raw -733763.715594 + Penalty 2915.555629 = -730848.159964
  nChanged 4
		SP:Iteration 40F (57405.770000 sec): 3 clusters
  Score: Raw -733767.892896 + Penalty 2915.555629 = -730852.337267
  nChanged 2
		SP:Iteration 41Q (57405.950000 sec): 3 clusters
  Score: Raw -733770.486248 + Penalty 2915.555629 = -730854.930619
  nChanged 3
		SP:Iteration 42Q (57406.130000 sec): 3 clusters
  Score: Raw -733772.966592 + Penalty 2915.555629 = -730857.410963
  nChanged 1
		SP:Iteration 43Q (57406.310000 sec): 3 clusters
  Score: Raw -733774.584489 + Penalty 2915.555629 = -730859.028859
  nChanged 0
		SP:Iteration 44F (57406.480000 sec): 3 clusters
  Score: Raw -733774.584489 + Penalty 2915.555629 = -730859.028859
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 51 (11679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57406.660000 sec): 2 clusters
  Score: Raw -996109.530892 + Penalty 1521.901491 = -994587.629401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57406.900000 sec): 3 clusters
  Score: Raw -989362.285128 + Penalty 3043.802982 = -986318.482146
  nChanged 5187
		SP:Iteration 1F (57407.060000 sec): 3 clusters
  Score: Raw -992245.589428 + Penalty 3043.802982 = -989201.786446
  nChanged 675
		SP:Iteration 2F (57407.240000 sec): 3 clusters
  Score: Raw -992538.697314 + Penalty 3043.802982 = -989494.894332
  nChanged 593
		SP:Iteration 3F (57407.520000 sec): 3 clusters
  Score: Raw -992823.711952 + Penalty 3043.802982 = -989779.908970
  nChanged 587
		SP:Iteration 4F (57407.780000 sec): 3 clusters
  Score: Raw -993146.095513 + Penalty 3043.802982 = -990102.292531
  nChanged 566
		SP:Iteration 5Q (57407.970000 sec): 3 clusters
  Score: Raw -993476.332895 + Penalty 3043.802982 = -990432.529914
  nChanged 485
		SP:Iteration 6Q (57408.200000 sec): 3 clusters
  Score: Raw -993775.325478 + Penalty 3043.802982 = -990731.522496
  nChanged 476
		SP:Iteration 7Q (57408.430000 sec): 3 clusters
  Score: Raw -994123.962386 + Penalty 3043.802982 = -991080.159404
  nChanged 488
		SP:Iteration 8Q (57408.660000 sec): 3 clusters
  Score: Raw -994519.665009 + Penalty 3043.802982 = -991475.862027
  nChanged 462
		SP:Iteration 9Q (57408.840000 sec): 3 clusters
  Score: Raw -994915.408825 + Penalty 3043.802982 = -991871.605843
  nChanged 434
		SP:Iteration 10Q (57409.120000 sec): 3 clusters
  Score: Raw -995216.276007 + Penalty 3043.802982 = -992172.473025
  nChanged 353
		SP:Iteration 11Q (57409.270000 sec): 3 clusters
  Score: Raw -995442.457371 + Penalty 3043.802982 = -992398.654390
  nChanged 291
		SP:Iteration 12Q (57409.480000 sec): 3 clusters
  Score: Raw -995634.838643 + Penalty 3043.802982 = -992591.035661
  nChanged 241
		SP:Iteration 13Q (57409.660000 sec): 3 clusters
  Score: Raw -995776.691773 + Penalty 3043.802982 = -992732.888791
  nChanged 215
		SP:Iteration 14Q (57409.840000 sec): 3 clusters
  Score: Raw -995917.751070 + Penalty 3043.802982 = -992873.948088
  nChanged 187
		SP:Iteration 15Q (57410.010000 sec): 3 clusters
  Score: Raw -996031.510736 + Penalty 3043.802982 = -992987.707754
  nChanged 170
		SP:Iteration 16Q (57410.180000 sec): 3 clusters
  Score: Raw -996123.700576 + Penalty 3043.802982 = -993079.897594
  nChanged 143
		SP:Iteration 17Q (57410.360000 sec): 3 clusters
  Score: Raw -996192.685528 + Penalty 3043.802982 = -993148.882546
  nChanged 131
		SP:Iteration 18Q (57410.540000 sec): 3 clusters
  Score: Raw -996244.257434 + Penalty 3043.802982 = -993200.454452
  nChanged 99
		SP:Iteration 19Q (57410.820000 sec): 3 clusters
  Score: Raw -996277.582805 + Penalty 3043.802982 = -993233.779823
  nChanged 83
		SP:Iteration 20F (57411.050000 sec): 3 clusters
  Score: Raw -996304.109696 + Penalty 3043.802982 = -993260.306714
  nChanged 65
		SP:Iteration 21Q (57411.230000 sec): 3 clusters
  Score: Raw -996321.152136 + Penalty 3043.802982 = -993277.349154
  nChanged 51
		SP:Iteration 22Q (57411.470000 sec): 3 clusters
  Score: Raw -996332.940457 + Penalty 3043.802982 = -993289.137475
  nChanged 41
		SP:Iteration 23Q (57411.740000 sec): 3 clusters
  Score: Raw -996341.517879 + Penalty 3043.802982 = -993297.714898
  nChanged 30
		SP:Iteration 24Q (57412.000000 sec): 3 clusters
  Score: Raw -996348.487773 + Penalty 3043.802982 = -993304.684791
  nChanged 31
		SP:Iteration 25Q (57412.180000 sec): 3 clusters
  Score: Raw -996354.265230 + Penalty 3043.802982 = -993310.462248
  nChanged 25
		SP:Iteration 26Q (57412.420000 sec): 3 clusters
  Score: Raw -996358.551287 + Penalty 3043.802982 = -993314.748305
  nChanged 22
		SP:Iteration 27Q (57412.650000 sec): 3 clusters
  Score: Raw -996361.930734 + Penalty 3043.802982 = -993318.127752
  nChanged 16
		SP:Iteration 28Q (57412.860000 sec): 3 clusters
  Score: Raw -996364.319682 + Penalty 3043.802982 = -993320.516700
  nChanged 14
		SP:Iteration 29Q (57413.110000 sec): 3 clusters
  Score: Raw -996365.762417 + Penalty 3043.802982 = -993321.959435
  nChanged 6
		SP:Iteration 30Q (57413.380000 sec): 3 clusters
  Score: Raw -996366.268415 + Penalty 3043.802982 = -993322.465433
  nChanged 3
		SP:Iteration 31Q (57413.580000 sec): 3 clusters
  Score: Raw -996366.633660 + Penalty 3043.802982 = -993322.830678
  nChanged 3
		SP:Iteration 32Q (57413.820000 sec): 3 clusters
  Score: Raw -996366.964172 + Penalty 3043.802982 = -993323.161191
  nChanged 3
		SP:Iteration 33Q (57414.120000 sec): 3 clusters
  Score: Raw -996367.444713 + Penalty 3043.802982 = -993323.641732
  nChanged 3
		SP:Iteration 34Q (57414.400000 sec): 3 clusters
  Score: Raw -996367.941136 + Penalty 3043.802982 = -993324.138154
  nChanged 3
		SP:Iteration 35Q (57414.620000 sec): 3 clusters
  Score: Raw -996368.379280 + Penalty 3043.802982 = -993324.576298
  nChanged 4
		SP:Iteration 36Q (57414.880000 sec): 3 clusters
  Score: Raw -996369.079891 + Penalty 3043.802982 = -993325.276910
  nChanged 2
		SP:Iteration 37Q (57415.100000 sec): 3 clusters
  Score: Raw -996369.390627 + Penalty 3043.802982 = -993325.587645
  nChanged 3
		SP:Iteration 38Q (57415.300000 sec): 3 clusters
  Score: Raw -996369.807000 + Penalty 3043.802982 = -993326.004018
  nChanged 7
		SP:Iteration 39Q (57415.480000 sec): 3 clusters
  Score: Raw -996371.419835 + Penalty 3043.802982 = -993327.616853
  nChanged 7
		SP:Iteration 40F (57415.640000 sec): 3 clusters
  Score: Raw -996372.956732 + Penalty 3043.802982 = -993329.153750
  nChanged 4
		SP:Iteration 41Q (57415.860000 sec): 3 clusters
  Score: Raw -996373.900641 + Penalty 3043.802982 = -993330.097659
  nChanged 4
		SP:Iteration 42Q (57416.050000 sec): 3 clusters
  Score: Raw -996374.968052 + Penalty 3043.802982 = -993331.165070
  nChanged 3
		SP:Iteration 43Q (57416.190000 sec): 3 clusters
  Score: Raw -996375.339794 + Penalty 3043.802982 = -993331.536813
  nChanged 0
		SP:Iteration 44F (57416.400000 sec): 3 clusters
  Score: Raw -996375.339794 + Penalty 3043.802982 = -993331.536813
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 52 (14548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57416.560000 sec): 2 clusters
  Score: Raw -1225017.626673 + Penalty 1557.596431 = -1223460.030242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57416.760000 sec): 3 clusters
  Score: Raw -1216416.405183 + Penalty 3115.192862 = -1213301.212321
  nChanged 6569
		SP:Iteration 1F (57417.060000 sec): 3 clusters
  Score: Raw -1220003.944247 + Penalty 3115.192862 = -1216888.751385
  nChanged 791
		SP:Iteration 2F (57417.280000 sec): 3 clusters
  Score: Raw -1220310.096448 + Penalty 3115.192862 = -1217194.903586
  nChanged 711
		SP:Iteration 3Q (57417.580000 sec): 3 clusters
  Score: Raw -1220608.395361 + Penalty 3115.192862 = -1217493.202499
  nChanged 697
		SP:Iteration 4Q (57417.850000 sec): 3 clusters
  Score: Raw -1220977.864105 + Penalty 3115.192862 = -1217862.671243
  nChanged 810
		SP:Iteration 5F (57418.050000 sec): 3 clusters
  Score: Raw -1221471.045334 + Penalty 3115.192862 = -1218355.852472
  nChanged 895
		SP:Iteration 6F (57418.290000 sec): 3 clusters
  Score: Raw -1222080.022053 + Penalty 3115.192862 = -1218964.829191
  nChanged 917
		SP:Iteration 7F (57418.490000 sec): 3 clusters
  Score: Raw -1222722.333703 + Penalty 3115.192862 = -1219607.140841
  nChanged 925
		SP:Iteration 8F (57418.770000 sec): 3 clusters
  Score: Raw -1223321.659417 + Penalty 3115.192862 = -1220206.466555
  nChanged 795
		SP:Iteration 9F (57419.050000 sec): 3 clusters
  Score: Raw -1223768.347903 + Penalty 3115.192862 = -1220653.155041
  nChanged 580
		SP:Iteration 10Q (57419.360000 sec): 3 clusters
  Score: Raw -1224050.635873 + Penalty 3115.192862 = -1220935.443011
  nChanged 435
		SP:Iteration 11Q (57419.590000 sec): 3 clusters
  Score: Raw -1224235.880128 + Penalty 3115.192862 = -1221120.687266
  nChanged 340
		SP:Iteration 12Q (57419.840000 sec): 3 clusters
  Score: Raw -1224383.177042 + Penalty 3115.192862 = -1221267.984180
  nChanged 296
		SP:Iteration 13Q (57420.150000 sec): 3 clusters
  Score: Raw -1224510.754122 + Penalty 3115.192862 = -1221395.561260
  nChanged 234
		SP:Iteration 14Q (57420.380000 sec): 3 clusters
  Score: Raw -1224603.913765 + Penalty 3115.192862 = -1221488.720903
  nChanged 206
		SP:Iteration 15Q (57420.610000 sec): 3 clusters
  Score: Raw -1224677.816704 + Penalty 3115.192862 = -1221562.623842
  nChanged 180
		SP:Iteration 16Q (57420.870000 sec): 3 clusters
  Score: Raw -1224741.888625 + Penalty 3115.192862 = -1221626.695763
  nChanged 155
		SP:Iteration 17Q (57421.120000 sec): 3 clusters
  Score: Raw -1224795.441416 + Penalty 3115.192862 = -1221680.248554
  nChanged 140
		SP:Iteration 18Q (57421.370000 sec): 3 clusters
  Score: Raw -1224845.206867 + Penalty 3115.192862 = -1221730.014005
  nChanged 129
		SP:Iteration 19Q (57421.700000 sec): 3 clusters
  Score: Raw -1224897.689832 + Penalty 3115.192862 = -1221782.496970
  nChanged 119
		SP:Iteration 20F (57422.010000 sec): 3 clusters
  Score: Raw -1224942.770388 + Penalty 3115.192862 = -1221827.577526
  nChanged 98
		SP:Iteration 21Q (57422.310000 sec): 3 clusters
  Score: Raw -1224982.487777 + Penalty 3115.192862 = -1221867.294915
  nChanged 117
		SP:Iteration 22Q (57422.650000 sec): 3 clusters
  Score: Raw -1225029.918068 + Penalty 3115.192862 = -1221914.725206
  nChanged 82
		SP:Iteration 23Q (57422.910000 sec): 3 clusters
  Score: Raw -1225060.582055 + Penalty 3115.192862 = -1221945.389193
  nChanged 64
		SP:Iteration 24Q (57423.210000 sec): 3 clusters
  Score: Raw -1225079.815839 + Penalty 3115.192862 = -1221964.622977
  nChanged 53
		SP:Iteration 25Q (57423.490000 sec): 3 clusters
  Score: Raw -1225097.009978 + Penalty 3115.192862 = -1221981.817116
  nChanged 48
		SP:Iteration 26Q (57423.730000 sec): 3 clusters
  Score: Raw -1225116.797020 + Penalty 3115.192862 = -1222001.604158
  nChanged 52
		SP:Iteration 27Q (57423.940000 sec): 3 clusters
  Score: Raw -1225135.067774 + Penalty 3115.192862 = -1222019.874912
  nChanged 43
		SP:Iteration 28Q (57424.140000 sec): 3 clusters
  Score: Raw -1225150.874799 + Penalty 3115.192862 = -1222035.681937
  nChanged 45
		SP:Iteration 29Q (57424.400000 sec): 3 clusters
  Score: Raw -1225166.160811 + Penalty 3115.192862 = -1222050.967949
  nChanged 36
		SP:Iteration 30Q (57424.640000 sec): 3 clusters
  Score: Raw -1225177.153185 + Penalty 3115.192862 = -1222061.960324
  nChanged 32
		SP:Iteration 31Q (57424.920000 sec): 3 clusters
  Score: Raw -1225186.592734 + Penalty 3115.192862 = -1222071.399872
  nChanged 25
		SP:Iteration 32Q (57425.240000 sec): 3 clusters
  Score: Raw -1225194.472105 + Penalty 3115.192862 = -1222079.279243
  nChanged 27
		SP:Iteration 33Q (57425.500000 sec): 3 clusters
  Score: Raw -1225204.774731 + Penalty 3115.192862 = -1222089.581869
  nChanged 33
		SP:Iteration 34Q (57425.780000 sec): 3 clusters
  Score: Raw -1225216.846794 + Penalty 3115.192862 = -1222101.653932
  nChanged 26
		SP:Iteration 35Q (57425.990000 sec): 3 clusters
  Score: Raw -1225227.929560 + Penalty 3115.192862 = -1222112.736698
  nChanged 30
		SP:Iteration 36Q (57426.200000 sec): 3 clusters
  Score: Raw -1225240.063296 + Penalty 3115.192862 = -1222124.870434
  nChanged 33
		SP:Iteration 37Q (57426.470000 sec): 3 clusters
  Score: Raw -1225254.482180 + Penalty 3115.192862 = -1222139.289318
  nChanged 28
		SP:Iteration 38Q (57426.720000 sec): 3 clusters
  Score: Raw -1225263.808042 + Penalty 3115.192862 = -1222148.615180
  nChanged 17
		SP:Iteration 39Q (57426.970000 sec): 3 clusters
  Score: Raw -1225270.851477 + Penalty 3115.192862 = -1222155.658615
  nChanged 19
		SP:Iteration 40F (57427.110000 sec): 3 clusters
  Score: Raw -1225277.083805 + Penalty 3115.192862 = -1222161.890943
  nChanged 16
		SP:Iteration 41Q (57427.340000 sec): 3 clusters
  Score: Raw -1225281.796405 + Penalty 3115.192862 = -1222166.603543
  nChanged 10
		SP:Iteration 42Q (57427.560000 sec): 3 clusters
  Score: Raw -1225285.457801 + Penalty 3115.192862 = -1222170.264939
  nChanged 11
		SP:Iteration 43Q (57427.830000 sec): 3 clusters
  Score: Raw -1225289.358938 + Penalty 3115.192862 = -1222174.166076
  nChanged 14
		SP:Iteration 44Q (57428.030000 sec): 3 clusters
  Score: Raw -1225293.806643 + Penalty 3115.192862 = -1222178.613781
  nChanged 7
		SP:Iteration 45Q (57428.340000 sec): 3 clusters
  Score: Raw -1225296.079392 + Penalty 3115.192862 = -1222180.886530
  nChanged 7
		SP:Iteration 46Q (57428.570000 sec): 3 clusters
  Score: Raw -1225298.487831 + Penalty 3115.192862 = -1222183.294969
  nChanged 12
		SP:Iteration 47Q (57428.840000 sec): 3 clusters
  Score: Raw -1225302.279417 + Penalty 3115.192862 = -1222187.086555
  nChanged 13
		SP:Iteration 48Q (57429.080000 sec): 3 clusters
  Score: Raw -1225306.533949 + Penalty 3115.192862 = -1222191.341087
  nChanged 11
		SP:Iteration 49Q (57429.340000 sec): 3 clusters
  Score: Raw -1225309.028100 + Penalty 3115.192862 = -1222193.835238
  nChanged 3
		SP:Iteration 50Q (57429.570000 sec): 3 clusters
  Score: Raw -1225310.303121 + Penalty 3115.192862 = -1222195.110259
  nChanged 2
		SP:Iteration 51Q (57429.760000 sec): 3 clusters
  Score: Raw -1225311.170776 + Penalty 3115.192862 = -1222195.977914
  nChanged 5
		SP:Iteration 52Q (57430.050000 sec): 3 clusters
  Score: Raw -1225312.819220 + Penalty 3115.192862 = -1222197.626358
  nChanged 6
		SP:Iteration 53Q (57430.280000 sec): 3 clusters
  Score: Raw -1225314.288073 + Penalty 3115.192862 = -1222199.095211
  nChanged 6
		SP:Iteration 54Q (57430.560000 sec): 3 clusters
  Score: Raw -1225316.681226 + Penalty 3115.192862 = -1222201.488364
  nChanged 6
		SP:Iteration 55Q (57430.780000 sec): 3 clusters
  Score: Raw -1225319.380040 + Penalty 3115.192862 = -1222204.187178
  nChanged 11
		SP:Iteration 56Q (57430.990000 sec): 3 clusters
  Score: Raw -1225324.308411 + Penalty 3115.192862 = -1222209.115549
  nChanged 10
		SP:Iteration 57Q (57431.250000 sec): 3 clusters
  Score: Raw -1225327.974946 + Penalty 3115.192862 = -1222212.782084
  nChanged 11
		SP:Iteration 58Q (57431.560000 sec): 3 clusters
  Score: Raw -1225332.088155 + Penalty 3115.192862 = -1222216.895293
  nChanged 18
		SP:Iteration 59Q (57431.810000 sec): 3 clusters
  Score: Raw -1225340.747517 + Penalty 3115.192862 = -1222225.554655
  nChanged 14
		SP:Iteration 60F (57432.120000 sec): 3 clusters
  Score: Raw -1225345.640647 + Penalty 3115.192862 = -1222230.447785
  nChanged 5
		SP:Iteration 61Q (57432.320000 sec): 3 clusters
  Score: Raw -1225347.458795 + Penalty 3115.192862 = -1222232.265933
  nChanged 6
		SP:Iteration 62Q (57432.610000 sec): 3 clusters
  Score: Raw -1225348.926913 + Penalty 3115.192862 = -1222233.734051
  nChanged 3
		SP:Iteration 63Q (57432.860000 sec): 3 clusters
  Score: Raw -1225349.769058 + Penalty 3115.192862 = -1222234.576196
  nChanged 4
		SP:Iteration 64Q (57433.190000 sec): 3 clusters
  Score: Raw -1225351.190120 + Penalty 3115.192862 = -1222235.997258
  nChanged 2
		SP:Iteration 65Q (57433.420000 sec): 3 clusters
  Score: Raw -1225351.863591 + Penalty 3115.192862 = -1222236.670729
  nChanged 2
		SP:Iteration 66Q (57433.700000 sec): 3 clusters
  Score: Raw -1225352.230023 + Penalty 3115.192862 = -1222237.037161
  nChanged 1
		SP:Iteration 67Q (57433.960000 sec): 3 clusters
  Score: Raw -1225352.671482 + Penalty 3115.192862 = -1222237.478620
  nChanged 3
		SP:Iteration 68Q (57434.200000 sec): 3 clusters
  Score: Raw -1225353.817575 + Penalty 3115.192862 = -1222238.624713
  nChanged 4
		SP:Iteration 69Q (57434.480000 sec): 3 clusters
  Score: Raw -1225354.583537 + Penalty 3115.192862 = -1222239.390675
  nChanged 1
		SP:Iteration 70Q (57434.690000 sec): 3 clusters
  Score: Raw -1225355.030909 + Penalty 3115.192862 = -1222239.838047
  nChanged 2
		SP:Iteration 71Q (57434.960000 sec): 3 clusters
  Score: Raw -1225355.572318 + Penalty 3115.192862 = -1222240.379456
  nChanged 1
		SP:Iteration 72Q (57435.170000 sec): 3 clusters
  Score: Raw -1225355.873880 + Penalty 3115.192862 = -1222240.681018
  nChanged 2
		SP:Iteration 73Q (57435.410000 sec): 3 clusters
  Score: Raw -1225356.198418 + Penalty 3115.192862 = -1222241.005556
  nChanged 1
		SP:Iteration 74Q (57435.600000 sec): 3 clusters
  Score: Raw -1225356.481939 + Penalty 3115.192862 = -1222241.289077
  nChanged 1
		SP:Iteration 75Q (57435.850000 sec): 3 clusters
  Score: Raw -1225356.676256 + Penalty 3115.192862 = -1222241.483394
  nChanged 1
		SP:Iteration 76Q (57436.100000 sec): 3 clusters
  Score: Raw -1225356.943153 + Penalty 3115.192862 = -1222241.750291
  nChanged 2
		SP:Iteration 77Q (57436.340000 sec): 3 clusters
  Score: Raw -1225357.359041 + Penalty 3115.192862 = -1222242.166179
  nChanged 3
		SP:Iteration 78Q (57436.590000 sec): 3 clusters
  Score: Raw -1225358.001814 + Penalty 3115.192862 = -1222242.808952
  nChanged 3
		SP:Iteration 79Q (57436.820000 sec): 3 clusters
  Score: Raw -1225359.028164 + Penalty 3115.192862 = -1222243.835302
  nChanged 1
		SP:Iteration 80F (57437.060000 sec): 3 clusters
  Score: Raw -1225359.453201 + Penalty 3115.192862 = -1222244.260339
  nChanged 1
		SP:Iteration 81Q (57437.300000 sec): 3 clusters
  Score: Raw -1225359.724877 + Penalty 3115.192862 = -1222244.532015
  nChanged 1
		SP:Iteration 82Q (57437.490000 sec): 3 clusters
  Score: Raw -1225360.391493 + Penalty 3115.192862 = -1222245.198631
  nChanged 4
		SP:Iteration 83Q (57437.810000 sec): 3 clusters
  Score: Raw -1225362.178781 + Penalty 3115.192862 = -1222246.985919
  nChanged 2
		SP:Iteration 84Q (57438.090000 sec): 3 clusters
  Score: Raw -1225363.487904 + Penalty 3115.192862 = -1222248.295042
  nChanged 4
		SP:Iteration 85Q (57438.320000 sec): 3 clusters
  Score: Raw -1225364.826364 + Penalty 3115.192862 = -1222249.633502
  nChanged 3
		SP:Iteration 86Q (57438.540000 sec): 3 clusters
  Score: Raw -1225365.784760 + Penalty 3115.192862 = -1222250.591898
  nChanged 1
		SP:Iteration 87Q (57438.810000 sec): 3 clusters
  Score: Raw -1225366.493935 + Penalty 3115.192862 = -1222251.301073
  nChanged 4
		SP:Iteration 88Q (57439.090000 sec): 3 clusters
  Score: Raw -1225369.282396 + Penalty 3115.192862 = -1222254.089534
  nChanged 3
		SP:Iteration 89Q (57439.340000 sec): 3 clusters
  Score: Raw -1225370.743024 + Penalty 3115.192862 = -1222255.550162
  nChanged 1
		SP:Iteration 90Q (57439.670000 sec): 3 clusters
  Score: Raw -1225370.834873 + Penalty 3115.192862 = -1222255.642011
  nChanged 1
		SP:Iteration 91Q (57439.940000 sec): 3 clusters
  Score: Raw -1225371.122732 + Penalty 3115.192862 = -1222255.929870
  nChanged 1
		SP:Iteration 92Q (57440.210000 sec): 3 clusters
  Score: Raw -1225371.519305 + Penalty 3115.192862 = -1222256.326443
  nChanged 1
		SP:Iteration 93Q (57440.400000 sec): 3 clusters
  Score: Raw -1225371.721169 + Penalty 3115.192862 = -1222256.528307
  nChanged 0
		SP:Iteration 94F (57440.690000 sec): 3 clusters
  Score: Raw -1225371.721169 + Penalty 3115.192862 = -1222256.528307
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 53 (5989 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57440.800000 sec): 2 clusters
  Score: Raw -484977.437306 + Penalty 1413.372956 = -483564.064350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57441.090000 sec): 3 clusters
  Score: Raw -481800.061027 + Penalty 2826.745913 = -478973.315114
  nChanged 2439
		SP:Iteration 1F (57441.290000 sec): 3 clusters
  Score: Raw -483117.824598 + Penalty 2826.745913 = -480291.078685
  nChanged 411
		SP:Iteration 2F (57441.510000 sec): 3 clusters
  Score: Raw -483306.274077 + Penalty 2826.745913 = -480479.528164
  nChanged 304
		SP:Iteration 3F (57441.700000 sec): 3 clusters
  Score: Raw -483439.972903 + Penalty 2826.745913 = -480613.226990
  nChanged 222
		SP:Iteration 4Q (57441.970000 sec): 3 clusters
  Score: Raw -483535.039023 + Penalty 2826.745913 = -480708.293110
  nChanged 194
		SP:Iteration 5Q (57442.210000 sec): 3 clusters
  Score: Raw -483617.493427 + Penalty 2826.745913 = -480790.747514
  nChanged 211
		SP:Iteration 6Q (57442.460000 sec): 3 clusters
  Score: Raw -483715.023008 + Penalty 2826.745913 = -480888.277095
  nChanged 190
		SP:Iteration 7Q (57442.670000 sec): 3 clusters
  Score: Raw -483824.791247 + Penalty 2826.745913 = -480998.045334
  nChanged 212
		SP:Iteration 8Q (57442.870000 sec): 3 clusters
  Score: Raw -483945.923350 + Penalty 2826.745913 = -481119.177437
  nChanged 223
		SP:Iteration 9Q (57443.090000 sec): 3 clusters
  Score: Raw -484076.576955 + Penalty 2826.745913 = -481249.831042
  nChanged 202
		SP:Iteration 10Q (57443.290000 sec): 3 clusters
  Score: Raw -484210.113582 + Penalty 2826.745913 = -481383.367669
  nChanged 217
		SP:Iteration 11Q (57443.560000 sec): 3 clusters
  Score: Raw -484362.681701 + Penalty 2826.745913 = -481535.935788
  nChanged 239
		SP:Iteration 12Q (57443.800000 sec): 3 clusters
  Score: Raw -484519.043605 + Penalty 2826.745913 = -481692.297692
  nChanged 233
		SP:Iteration 13Q (57444.020000 sec): 3 clusters
  Score: Raw -484660.770080 + Penalty 2826.745913 = -481834.024167
  nChanged 194
		SP:Iteration 14Q (57444.170000 sec): 3 clusters
  Score: Raw -484774.614685 + Penalty 2826.745913 = -481947.868772
  nChanged 149
		SP:Iteration 15Q (57444.350000 sec): 3 clusters
  Score: Raw -484842.391805 + Penalty 2826.745913 = -482015.645892
  nChanged 122
		SP:Iteration 16Q (57444.530000 sec): 3 clusters
  Score: Raw -484904.818701 + Penalty 2826.745913 = -482078.072788
  nChanged 104
		SP:Iteration 17Q (57444.720000 sec): 3 clusters
  Score: Raw -484950.392670 + Penalty 2826.745913 = -482123.646757
  nChanged 82
		SP:Iteration 18Q (57444.880000 sec): 3 clusters
  Score: Raw -484977.440664 + Penalty 2826.745913 = -482150.694751
  nChanged 59
		SP:Iteration 19Q (57445.060000 sec): 3 clusters
  Score: Raw -484997.957672 + Penalty 2826.745913 = -482171.211759
  nChanged 55
		SP:Iteration 20F (57445.280000 sec): 3 clusters
  Score: Raw -485017.131607 + Penalty 2826.745913 = -482190.385694
  nChanged 56
		SP:Iteration 21Q (57445.490000 sec): 3 clusters
  Score: Raw -485032.241752 + Penalty 2826.745913 = -482205.495839
  nChanged 25
		SP:Iteration 22Q (57445.680000 sec): 3 clusters
  Score: Raw -485038.183274 + Penalty 2826.745913 = -482211.437361
  nChanged 18
		SP:Iteration 23Q (57445.870000 sec): 3 clusters
  Score: Raw -485042.952381 + Penalty 2826.745913 = -482216.206468
  nChanged 21
		SP:Iteration 24Q (57446.060000 sec): 3 clusters
  Score: Raw -485048.517260 + Penalty 2826.745913 = -482221.771347
  nChanged 18
		SP:Iteration 25Q (57446.250000 sec): 3 clusters
  Score: Raw -485054.578492 + Penalty 2826.745913 = -482227.832579
  nChanged 16
		SP:Iteration 26Q (57446.430000 sec): 3 clusters
  Score: Raw -485057.315276 + Penalty 2826.745913 = -482230.569363
  nChanged 7
		SP:Iteration 27Q (57446.610000 sec): 3 clusters
  Score: Raw -485059.041864 + Penalty 2826.745913 = -482232.295951
  nChanged 15
		SP:Iteration 28Q (57446.830000 sec): 3 clusters
  Score: Raw -485063.018280 + Penalty 2826.745913 = -482236.272367
  nChanged 14
		SP:Iteration 29Q (57447.010000 sec): 3 clusters
  Score: Raw -485066.452892 + Penalty 2826.745913 = -482239.706979
  nChanged 18
		SP:Iteration 30Q (57447.240000 sec): 3 clusters
  Score: Raw -485069.392998 + Penalty 2826.745913 = -482242.647085
  nChanged 15
		SP:Iteration 31Q (57447.480000 sec): 3 clusters
  Score: Raw -485072.492985 + Penalty 2826.745913 = -482245.747072
  nChanged 18
		SP:Iteration 32Q (57447.760000 sec): 3 clusters
  Score: Raw -485078.729670 + Penalty 2826.745913 = -482251.983757
  nChanged 20
		SP:Iteration 33Q (57448.080000 sec): 3 clusters
  Score: Raw -485084.149228 + Penalty 2826.745913 = -482257.403315
  nChanged 24
		SP:Iteration 34Q (57448.250000 sec): 3 clusters
  Score: Raw -485089.833028 + Penalty 2826.745913 = -482263.087115
  nChanged 16
		SP:Iteration 35Q (57448.490000 sec): 3 clusters
  Score: Raw -485094.569887 + Penalty 2826.745913 = -482267.823974
  nChanged 17
		SP:Iteration 36Q (57448.700000 sec): 3 clusters
  Score: Raw -485099.028649 + Penalty 2826.745913 = -482272.282736
  nChanged 17
		SP:Iteration 37Q (57448.890000 sec): 3 clusters
  Score: Raw -485103.800360 + Penalty 2826.745913 = -482277.054447
  nChanged 18
		SP:Iteration 38Q (57449.130000 sec): 3 clusters
  Score: Raw -485108.763508 + Penalty 2826.745913 = -482282.017595
  nChanged 22
		SP:Iteration 39Q (57449.330000 sec): 3 clusters
  Score: Raw -485113.607593 + Penalty 2826.745913 = -482286.861680
  nChanged 18
		SP:Iteration 40F (57449.550000 sec): 3 clusters
  Score: Raw -485117.637191 + Penalty 2826.745913 = -482290.891278
  nChanged 21
		SP:Iteration 41Q (57449.780000 sec): 3 clusters
  Score: Raw -485121.546394 + Penalty 2826.745913 = -482294.800481
  nChanged 15
		SP:Iteration 42Q (57449.970000 sec): 3 clusters
  Score: Raw -485124.681950 + Penalty 2826.745913 = -482297.936037
  nChanged 12
		SP:Iteration 43Q (57450.150000 sec): 3 clusters
  Score: Raw -485126.552000 + Penalty 2826.745913 = -482299.806087
  nChanged 5
		SP:Iteration 44Q (57450.340000 sec): 3 clusters
  Score: Raw -485127.714081 + Penalty 2826.745913 = -482300.968168
  nChanged 9
		SP:Iteration 45Q (57450.580000 sec): 3 clusters
  Score: Raw -485129.181828 + Penalty 2826.745913 = -482302.435915
  nChanged 9
		SP:Iteration 46Q (57450.840000 sec): 3 clusters
  Score: Raw -485131.383613 + Penalty 2826.745913 = -482304.637700
  nChanged 12
		SP:Iteration 47Q (57451.040000 sec): 3 clusters
  Score: Raw -485133.361141 + Penalty 2826.745913 = -482306.615228
  nChanged 2
		SP:Iteration 48Q (57451.290000 sec): 3 clusters
  Score: Raw -485133.498602 + Penalty 2826.745913 = -482306.752689
  nChanged 0
		SP:Iteration 49F (57451.450000 sec): 3 clusters
  Score: Raw -485133.498602 + Penalty 2826.745913 = -482306.752689
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 54 (25929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57451.710000 sec): 2 clusters
  Score: Raw -2120812.563449 + Penalty 1651.506563 = -2119161.056885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57452.100000 sec): 3 clusters
  Score: Raw -2104975.116558 + Penalty 3303.013127 = -2101672.103431
  nChanged 11796
		SP:Iteration 1F (57452.450000 sec): 3 clusters
  Score: Raw -2111721.223710 + Penalty 3303.013127 = -2108418.210583
  nChanged 1210
		SP:Iteration 2Q (57452.820000 sec): 3 clusters
  Score: Raw -2112081.253112 + Penalty 3303.013127 = -2108778.239985
  nChanged 1038
		SP:Iteration 3Q (57453.170000 sec): 3 clusters
  Score: Raw -2112420.488408 + Penalty 3303.013127 = -2109117.475281
  nChanged 997
		SP:Iteration 4Q (57453.520000 sec): 3 clusters
  Score: Raw -2112795.398836 + Penalty 3303.013127 = -2109492.385709
  nChanged 1089
		SP:Iteration 5Q (57453.900000 sec): 3 clusters
  Score: Raw -2113246.166720 + Penalty 3303.013127 = -2109943.153594
  nChanged 1136
		SP:Iteration 6Q (57454.260000 sec): 3 clusters
  Score: Raw -2113837.339639 + Penalty 3303.013127 = -2110534.326513
  nChanged 1297
		SP:Iteration 7F (57454.590000 sec): 3 clusters
  Score: Raw -2114639.660726 + Penalty 3303.013127 = -2111336.647599
  nChanged 1489
		SP:Iteration 8F (57454.910000 sec): 3 clusters
  Score: Raw -2115648.791423 + Penalty 3303.013127 = -2112345.778296
  nChanged 1616
		SP:Iteration 9F (57455.270000 sec): 3 clusters
  Score: Raw -2116841.885692 + Penalty 3303.013127 = -2113538.872565
  nChanged 1649
		SP:Iteration 10F (57455.570000 sec): 3 clusters
  Score: Raw -2118103.662631 + Penalty 3303.013127 = -2114800.649504
  nChanged 1388
		SP:Iteration 11F (57455.880000 sec): 3 clusters
  Score: Raw -2119136.060481 + Penalty 3303.013127 = -2115833.047355
  nChanged 1068
		SP:Iteration 12Q (57456.240000 sec): 3 clusters
  Score: Raw -2119857.814598 + Penalty 3303.013127 = -2116554.801471
  nChanged 820
		SP:Iteration 13Q (57456.560000 sec): 3 clusters
  Score: Raw -2120320.127789 + Penalty 3303.013127 = -2117017.114663
  nChanged 612
		SP:Iteration 14Q (57456.910000 sec): 3 clusters
  Score: Raw -2120608.725884 + Penalty 3303.013127 = -2117305.712757
  nChanged 490
		SP:Iteration 15Q (57457.260000 sec): 3 clusters
  Score: Raw -2120830.315338 + Penalty 3303.013127 = -2117527.302211
  nChanged 407
		SP:Iteration 16Q (57457.610000 sec): 3 clusters
  Score: Raw -2120995.645301 + Penalty 3303.013127 = -2117692.632175
  nChanged 375
		SP:Iteration 17Q (57457.960000 sec): 3 clusters
  Score: Raw -2121131.881872 + Penalty 3303.013127 = -2117828.868745
  nChanged 308
		SP:Iteration 18Q (57458.370000 sec): 3 clusters
  Score: Raw -2121244.421938 + Penalty 3303.013127 = -2117941.408812
  nChanged 271
		SP:Iteration 19Q (57458.700000 sec): 3 clusters
  Score: Raw -2121338.733582 + Penalty 3303.013127 = -2118035.720456
  nChanged 264
		SP:Iteration 20F (57459.060000 sec): 3 clusters
  Score: Raw -2121419.059301 + Penalty 3303.013127 = -2118116.046175
  nChanged 211
		SP:Iteration 21Q (57459.410000 sec): 3 clusters
  Score: Raw -2121486.929341 + Penalty 3303.013127 = -2118183.916215
  nChanged 191
		SP:Iteration 22Q (57459.720000 sec): 3 clusters
  Score: Raw -2121545.023444 + Penalty 3303.013127 = -2118242.010317
  nChanged 178
		SP:Iteration 23Q (57460.020000 sec): 3 clusters
  Score: Raw -2121607.874603 + Penalty 3303.013127 = -2118304.861476
  nChanged 144
		SP:Iteration 24Q (57460.370000 sec): 3 clusters
  Score: Raw -2121669.468596 + Penalty 3303.013127 = -2118366.455469
  nChanged 130
		SP:Iteration 25Q (57460.700000 sec): 3 clusters
  Score: Raw -2121722.537470 + Penalty 3303.013127 = -2118419.524343
  nChanged 129
		SP:Iteration 26Q (57461.140000 sec): 3 clusters
  Score: Raw -2121764.797587 + Penalty 3303.013127 = -2118461.784460
  nChanged 96
		SP:Iteration 27Q (57461.480000 sec): 3 clusters
  Score: Raw -2121790.230392 + Penalty 3303.013127 = -2118487.217265
  nChanged 87
		SP:Iteration 28Q (57461.900000 sec): 3 clusters
  Score: Raw -2121808.597714 + Penalty 3303.013127 = -2118505.584587
  nChanged 69
		SP:Iteration 29Q (57462.240000 sec): 3 clusters
  Score: Raw -2121821.610941 + Penalty 3303.013127 = -2118518.597814
  nChanged 53
		SP:Iteration 30Q (57462.590000 sec): 3 clusters
  Score: Raw -2121831.586219 + Penalty 3303.013127 = -2118528.573092
  nChanged 46
		SP:Iteration 31Q (57462.920000 sec): 3 clusters
  Score: Raw -2121839.388958 + Penalty 3303.013127 = -2118536.375831
  nChanged 42
		SP:Iteration 32Q (57463.240000 sec): 3 clusters
  Score: Raw -2121846.369198 + Penalty 3303.013127 = -2118543.356072
  nChanged 36
		SP:Iteration 33Q (57463.600000 sec): 3 clusters
  Score: Raw -2121853.091871 + Penalty 3303.013127 = -2118550.078744
  nChanged 33
		SP:Iteration 34Q (57463.960000 sec): 3 clusters
  Score: Raw -2121859.297547 + Penalty 3303.013127 = -2118556.284421
  nChanged 32
		SP:Iteration 35Q (57464.250000 sec): 3 clusters
  Score: Raw -2121864.933214 + Penalty 3303.013127 = -2118561.920087
  nChanged 31
		SP:Iteration 36Q (57464.600000 sec): 3 clusters
  Score: Raw -2121869.340313 + Penalty 3303.013127 = -2118566.327187
  nChanged 24
		SP:Iteration 37Q (57464.940000 sec): 3 clusters
  Score: Raw -2121872.711225 + Penalty 3303.013127 = -2118569.698098
  nChanged 23
		SP:Iteration 38Q (57465.250000 sec): 3 clusters
  Score: Raw -2121875.613967 + Penalty 3303.013127 = -2118572.600840
  nChanged 18
		SP:Iteration 39Q (57465.600000 sec): 3 clusters
  Score: Raw -2121877.991057 + Penalty 3303.013127 = -2118574.977931
  nChanged 12
		SP:Iteration 40F (57465.880000 sec): 3 clusters
  Score: Raw -2121879.818763 + Penalty 3303.013127 = -2118576.805637
  nChanged 14
		SP:Iteration 41Q (57466.190000 sec): 3 clusters
  Score: Raw -2121881.561441 + Penalty 3303.013127 = -2118578.548315
  nChanged 10
		SP:Iteration 42Q (57466.570000 sec): 3 clusters
  Score: Raw -2121883.097088 + Penalty 3303.013127 = -2118580.083962
  nChanged 11
		SP:Iteration 43Q (57466.850000 sec): 3 clusters
  Score: Raw -2121884.657615 + Penalty 3303.013127 = -2118581.644489
  nChanged 11
		SP:Iteration 44Q (57467.150000 sec): 3 clusters
  Score: Raw -2121886.172064 + Penalty 3303.013127 = -2118583.158938
  nChanged 8
		SP:Iteration 45Q (57467.480000 sec): 3 clusters
  Score: Raw -2121887.120463 + Penalty 3303.013127 = -2118584.107337
  nChanged 9
		SP:Iteration 46Q (57467.790000 sec): 3 clusters
  Score: Raw -2121887.960075 + Penalty 3303.013127 = -2118584.946948
  nChanged 4
		SP:Iteration 47Q (57468.110000 sec): 3 clusters
  Score: Raw -2121888.555680 + Penalty 3303.013127 = -2118585.542553
  nChanged 5
		SP:Iteration 48Q (57468.470000 sec): 3 clusters
  Score: Raw -2121889.101551 + Penalty 3303.013127 = -2118586.088425
  nChanged 6
		SP:Iteration 49Q (57468.870000 sec): 3 clusters
  Score: Raw -2121889.704589 + Penalty 3303.013127 = -2118586.691462
  nChanged 3
		SP:Iteration 50Q (57469.240000 sec): 3 clusters
  Score: Raw -2121890.151664 + Penalty 3303.013127 = -2118587.138538
  nChanged 4
		SP:Iteration 51Q (57469.530000 sec): 3 clusters
  Score: Raw -2121890.627134 + Penalty 3303.013127 = -2118587.614007
  nChanged 2
		SP:Iteration 52Q (57469.880000 sec): 3 clusters
  Score: Raw -2121891.124607 + Penalty 3303.013127 = -2118588.111480
  nChanged 1
		SP:Iteration 53Q (57470.250000 sec): 3 clusters
  Score: Raw -2121891.405223 + Penalty 3303.013127 = -2118588.392096
  nChanged 3
		SP:Iteration 54Q (57470.550000 sec): 3 clusters
  Score: Raw -2121891.676875 + Penalty 3303.013127 = -2118588.663749
  nChanged 1
		SP:Iteration 55Q (57470.910000 sec): 3 clusters
  Score: Raw -2121891.800928 + Penalty 3303.013127 = -2118588.787801
  nChanged 3
		SP:Iteration 56Q (57471.220000 sec): 3 clusters
  Score: Raw -2121892.284220 + Penalty 3303.013127 = -2118589.271093
  nChanged 4
		SP:Iteration 57Q (57471.560000 sec): 3 clusters
  Score: Raw -2121892.882621 + Penalty 3303.013127 = -2118589.869494
  nChanged 3
		SP:Iteration 58Q (57471.910000 sec): 3 clusters
  Score: Raw -2121893.295402 + Penalty 3303.013127 = -2118590.282275
  nChanged 2
		SP:Iteration 59Q (57472.320000 sec): 3 clusters
  Score: Raw -2121893.830001 + Penalty 3303.013127 = -2118590.816875
  nChanged 6
		SP:Iteration 60F (57472.690000 sec): 3 clusters
  Score: Raw -2121895.187815 + Penalty 3303.013127 = -2118592.174689
  nChanged 6
		SP:Iteration 61Q (57473.010000 sec): 3 clusters
  Score: Raw -2121895.813561 + Penalty 3303.013127 = -2118592.800434
  nChanged 7
		SP:Iteration 62Q (57473.360000 sec): 3 clusters
  Score: Raw -2121897.034289 + Penalty 3303.013127 = -2118594.021163
  nChanged 6
		SP:Iteration 63Q (57473.730000 sec): 3 clusters
  Score: Raw -2121897.772709 + Penalty 3303.013127 = -2118594.759583
  nChanged 6
		SP:Iteration 64Q (57474.070000 sec): 3 clusters
  Score: Raw -2121898.396630 + Penalty 3303.013127 = -2118595.383503
  nChanged 3
		SP:Iteration 65Q (57474.420000 sec): 3 clusters
  Score: Raw -2121898.724604 + Penalty 3303.013127 = -2118595.711478
  nChanged 2
		SP:Iteration 66Q (57474.730000 sec): 3 clusters
  Score: Raw -2121899.053430 + Penalty 3303.013127 = -2118596.040304
  nChanged 4
		SP:Iteration 67Q (57475.080000 sec): 3 clusters
  Score: Raw -2121899.767160 + Penalty 3303.013127 = -2118596.754033
  nChanged 2
		SP:Iteration 68Q (57475.440000 sec): 3 clusters
  Score: Raw -2121900.014716 + Penalty 3303.013127 = -2118597.001589
  nChanged 2
		SP:Iteration 69Q (57475.780000 sec): 3 clusters
  Score: Raw -2121900.122680 + Penalty 3303.013127 = -2118597.109553
  nChanged 2
		SP:Iteration 70Q (57476.190000 sec): 3 clusters
  Score: Raw -2121900.257051 + Penalty 3303.013127 = -2118597.243925
  nChanged 0
		SP:Iteration 71F (57476.510000 sec): 3 clusters
  Score: Raw -2121900.257051 + Penalty 3303.013127 = -2118597.243925
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 55 (4008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57476.700000 sec): 2 clusters
  Score: Raw -299699.402415 + Penalty 1348.107742 = -298351.294673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57476.950000 sec): 3 clusters
  Score: Raw -297667.106057 + Penalty 2696.215484 = -294970.890573
  nChanged 1573
		SP:Iteration 1F (57477.190000 sec): 3 clusters
  Score: Raw -298558.212164 + Penalty 2696.215484 = -295861.996680
  nChanged 342
		SP:Iteration 2F (57477.360000 sec): 3 clusters
  Score: Raw -298795.741989 + Penalty 2696.215484 = -296099.526505
  nChanged 254
		SP:Iteration 3F (57477.550000 sec): 3 clusters
  Score: Raw -298976.450568 + Penalty 2696.215484 = -296280.235084
  nChanged 216
		SP:Iteration 4F (57477.710000 sec): 3 clusters
  Score: Raw -299127.815495 + Penalty 2696.215484 = -296431.600012
  nChanged 199
		SP:Iteration 5Q (57477.870000 sec): 3 clusters
  Score: Raw -299277.795949 + Penalty 2696.215484 = -296581.580465
  nChanged 183
		SP:Iteration 6Q (57478.040000 sec): 3 clusters
  Score: Raw -299413.412282 + Penalty 2696.215484 = -296717.196798
  nChanged 158
		SP:Iteration 7Q (57478.270000 sec): 3 clusters
  Score: Raw -299528.365988 + Penalty 2696.215484 = -296832.150505
  nChanged 139
		SP:Iteration 8Q (57478.490000 sec): 3 clusters
  Score: Raw -299638.060044 + Penalty 2696.215484 = -296941.844560
  nChanged 123
		SP:Iteration 9Q (57478.690000 sec): 3 clusters
  Score: Raw -299718.784016 + Penalty 2696.215484 = -297022.568532
  nChanged 131
		SP:Iteration 10Q (57478.870000 sec): 3 clusters
  Score: Raw -299811.791493 + Penalty 2696.215484 = -297115.576009
  nChanged 131
		SP:Iteration 11Q (57479.100000 sec): 3 clusters
  Score: Raw -299900.908117 + Penalty 2696.215484 = -297204.692633
  nChanged 120
		SP:Iteration 12Q (57479.360000 sec): 3 clusters
  Score: Raw -299986.940111 + Penalty 2696.215484 = -297290.724627
  nChanged 117
		SP:Iteration 13Q (57479.650000 sec): 3 clusters
  Score: Raw -300082.326378 + Penalty 2696.215484 = -297386.110894
  nChanged 105
		SP:Iteration 14Q (57479.850000 sec): 3 clusters
  Score: Raw -300143.613151 + Penalty 2696.215484 = -297447.397667
  nChanged 61
		SP:Iteration 15Q (57480.130000 sec): 3 clusters
  Score: Raw -300168.141186 + Penalty 2696.215484 = -297471.925702
  nChanged 43
		SP:Iteration 16Q (57480.360000 sec): 3 clusters
  Score: Raw -300187.734640 + Penalty 2696.215484 = -297491.519156
  nChanged 35
		SP:Iteration 17Q (57480.550000 sec): 3 clusters
  Score: Raw -300202.924083 + Penalty 2696.215484 = -297506.708599
  nChanged 28
		SP:Iteration 18Q (57480.780000 sec): 3 clusters
  Score: Raw -300212.063596 + Penalty 2696.215484 = -297515.848112
  nChanged 21
		SP:Iteration 19Q (57480.970000 sec): 3 clusters
  Score: Raw -300219.768252 + Penalty 2696.215484 = -297523.552768
  nChanged 21
		SP:Iteration 20F (57481.170000 sec): 3 clusters
  Score: Raw -300227.141451 + Penalty 2696.215484 = -297530.925967
  nChanged 27
		SP:Iteration 21Q (57481.340000 sec): 3 clusters
  Score: Raw -300238.434667 + Penalty 2696.215484 = -297542.219183
  nChanged 17
		SP:Iteration 22Q (57481.500000 sec): 3 clusters
  Score: Raw -300244.942902 + Penalty 2696.215484 = -297548.727418
  nChanged 16
		SP:Iteration 23Q (57481.670000 sec): 3 clusters
  Score: Raw -300250.668588 + Penalty 2696.215484 = -297554.453105
  nChanged 12
		SP:Iteration 24Q (57481.850000 sec): 3 clusters
  Score: Raw -300254.152354 + Penalty 2696.215484 = -297557.936871
  nChanged 6
		SP:Iteration 25Q (57482.030000 sec): 3 clusters
  Score: Raw -300255.207625 + Penalty 2696.215484 = -297558.992141
  nChanged 2
		SP:Iteration 26Q (57482.230000 sec): 3 clusters
  Score: Raw -300256.541917 + Penalty 2696.215484 = -297560.326433
  nChanged 3
		SP:Iteration 27Q (57482.380000 sec): 3 clusters
  Score: Raw -300257.252380 + Penalty 2696.215484 = -297561.036897
  nChanged 2
		SP:Iteration 28Q (57482.560000 sec): 3 clusters
  Score: Raw -300257.611482 + Penalty 2696.215484 = -297561.395998
  nChanged 3
		SP:Iteration 29Q (57482.770000 sec): 3 clusters
  Score: Raw -300258.275741 + Penalty 2696.215484 = -297562.060257
  nChanged 3
		SP:Iteration 30Q (57482.960000 sec): 3 clusters
  Score: Raw -300258.747627 + Penalty 2696.215484 = -297562.532143
  nChanged 3
		SP:Iteration 31Q (57483.160000 sec): 3 clusters
  Score: Raw -300259.167732 + Penalty 2696.215484 = -297562.952249
  nChanged 4
		SP:Iteration 32Q (57483.330000 sec): 3 clusters
  Score: Raw -300259.910298 + Penalty 2696.215484 = -297563.694814
  nChanged 3
		SP:Iteration 33Q (57483.500000 sec): 3 clusters
  Score: Raw -300260.607159 + Penalty 2696.215484 = -297564.391675
  nChanged 1
		SP:Iteration 34Q (57483.670000 sec): 3 clusters
  Score: Raw -300260.652819 + Penalty 2696.215484 = -297564.437336
  nChanged 1
		SP:Iteration 35Q (57483.840000 sec): 3 clusters
  Score: Raw -300260.828918 + Penalty 2696.215484 = -297564.613434
  nChanged 2
		SP:Iteration 36Q (57484.070000 sec): 3 clusters
  Score: Raw -300261.197262 + Penalty 2696.215484 = -297564.981778
  nChanged 2
		SP:Iteration 37Q (57484.270000 sec): 3 clusters
  Score: Raw -300261.616208 + Penalty 2696.215484 = -297565.400724
  nChanged 1
		SP:Iteration 38Q (57484.450000 sec): 3 clusters
  Score: Raw -300261.883013 + Penalty 2696.215484 = -297565.667530
  nChanged 1
		SP:Iteration 39Q (57484.660000 sec): 3 clusters
  Score: Raw -300262.010416 + Penalty 2696.215484 = -297565.794932
  nChanged 1
		SP:Iteration 40F (57484.880000 sec): 3 clusters
  Score: Raw -300262.359948 + Penalty 2696.215484 = -297566.144464
  nChanged 2
		SP:Iteration 41Q (57485.060000 sec): 3 clusters
  Score: Raw -300262.733611 + Penalty 2696.215484 = -297566.518127
  nChanged 4
		SP:Iteration 42Q (57485.190000 sec): 3 clusters
  Score: Raw -300263.658294 + Penalty 2696.215484 = -297567.442810
  nChanged 4
		SP:Iteration 43Q (57485.330000 sec): 3 clusters
  Score: Raw -300265.637532 + Penalty 2696.215484 = -297569.422049
  nChanged 9
		SP:Iteration 44Q (57485.480000 sec): 3 clusters
  Score: Raw -300268.239979 + Penalty 2696.215484 = -297572.024495
  nChanged 4
		SP:Iteration 45Q (57485.620000 sec): 3 clusters
  Score: Raw -300268.861468 + Penalty 2696.215484 = -297572.645984
  nChanged 4
		SP:Iteration 46Q (57485.770000 sec): 3 clusters
  Score: Raw -300269.706836 + Penalty 2696.215484 = -297573.491352
  nChanged 3
		SP:Iteration 47Q (57485.920000 sec): 3 clusters
  Score: Raw -300270.730877 + Penalty 2696.215484 = -297574.515394
  nChanged 4
		SP:Iteration 48Q (57486.080000 sec): 3 clusters
  Score: Raw -300271.668829 + Penalty 2696.215484 = -297575.453345
  nChanged 3
		SP:Iteration 49Q (57486.240000 sec): 3 clusters
  Score: Raw -300272.376315 + Penalty 2696.215484 = -297576.160831
  nChanged 1
		SP:Iteration 50Q (57486.400000 sec): 3 clusters
  Score: Raw -300273.034577 + Penalty 2696.215484 = -297576.819093
  nChanged 1
		SP:Iteration 51Q (57486.560000 sec): 3 clusters
  Score: Raw -300273.535982 + Penalty 2696.215484 = -297577.320498
  nChanged 3
		SP:Iteration 52Q (57486.720000 sec): 3 clusters
  Score: Raw -300274.289361 + Penalty 2696.215484 = -297578.073877
  nChanged 1
		SP:Iteration 53Q (57486.880000 sec): 3 clusters
  Score: Raw -300274.828948 + Penalty 2696.215484 = -297578.613464
  nChanged 1
		SP:Iteration 54Q (57487.040000 sec): 3 clusters
  Score: Raw -300275.043539 + Penalty 2696.215484 = -297578.828056
  nChanged 2
		SP:Iteration 55Q (57487.190000 sec): 3 clusters
  Score: Raw -300275.295020 + Penalty 2696.215484 = -297579.079537
  nChanged 2
		SP:Iteration 56Q (57487.330000 sec): 3 clusters
  Score: Raw -300275.615256 + Penalty 2696.215484 = -297579.399772
  nChanged 1
		SP:Iteration 57Q (57487.480000 sec): 3 clusters
  Score: Raw -300275.737560 + Penalty 2696.215484 = -297579.522076
  nChanged 1
		SP:Iteration 58Q (57487.620000 sec): 3 clusters
  Score: Raw -300275.814145 + Penalty 2696.215484 = -297579.598661
  nChanged 0
		SP:Iteration 59F (57487.770000 sec): 3 clusters
  Score: Raw -300275.814145 + Penalty 2696.215484 = -297579.598661
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 56 (5131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57487.860000 sec): 2 clusters
  Score: Raw -377354.020894 + Penalty 1388.246576 = -375965.774318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57488.020000 sec): 3 clusters
  Score: Raw -374721.722599 + Penalty 2776.493152 = -371945.229448
  nChanged 2125
		SP:Iteration 1F (57488.170000 sec): 3 clusters
  Score: Raw -376193.322300 + Penalty 2776.493152 = -373416.829148
  nChanged 497
		SP:Iteration 2F (57488.330000 sec): 3 clusters
  Score: Raw -376682.687427 + Penalty 2776.493152 = -373906.194275
  nChanged 416
		SP:Iteration 3F (57488.490000 sec): 3 clusters
  Score: Raw -377082.044512 + Penalty 2776.493152 = -374305.551361
  nChanged 330
		SP:Iteration 4F (57488.640000 sec): 3 clusters
  Score: Raw -377402.395340 + Penalty 2776.493152 = -374625.902188
  nChanged 280
		SP:Iteration 5F (57488.830000 sec): 3 clusters
  Score: Raw -377598.076295 + Penalty 2776.493152 = -374821.583143
  nChanged 193
		SP:Iteration 6Q (57488.970000 sec): 3 clusters
  Score: Raw -377695.942217 + Penalty 2776.493152 = -374919.449065
  nChanged 142
		SP:Iteration 7Q (57489.130000 sec): 3 clusters
  Score: Raw -377756.603614 + Penalty 2776.493152 = -374980.110462
  nChanged 108
		SP:Iteration 8Q (57489.330000 sec): 3 clusters
  Score: Raw -377805.386150 + Penalty 2776.493152 = -375028.892999
  nChanged 113
		SP:Iteration 9Q (57489.500000 sec): 3 clusters
  Score: Raw -377861.249581 + Penalty 2776.493152 = -375084.756430
  nChanged 103
		SP:Iteration 10Q (57489.670000 sec): 3 clusters
  Score: Raw -377935.867399 + Penalty 2776.493152 = -375159.374247
  nChanged 117
		SP:Iteration 11Q (57489.790000 sec): 3 clusters
  Score: Raw -378024.786581 + Penalty 2776.493152 = -375248.293429
  nChanged 114
		SP:Iteration 12Q (57489.980000 sec): 3 clusters
  Score: Raw -378109.779714 + Penalty 2776.493152 = -375333.286563
  nChanged 98
		SP:Iteration 13Q (57490.150000 sec): 3 clusters
  Score: Raw -378191.417118 + Penalty 2776.493152 = -375414.923967
  nChanged 85
		SP:Iteration 14Q (57490.290000 sec): 3 clusters
  Score: Raw -378252.492696 + Penalty 2776.493152 = -375475.999544
  nChanged 69
		SP:Iteration 15Q (57490.430000 sec): 3 clusters
  Score: Raw -378288.656498 + Penalty 2776.493152 = -375512.163346
  nChanged 55
		SP:Iteration 16Q (57490.580000 sec): 3 clusters
  Score: Raw -378323.985947 + Penalty 2776.493152 = -375547.492796
  nChanged 57
		SP:Iteration 17Q (57490.720000 sec): 3 clusters
  Score: Raw -378355.817433 + Penalty 2776.493152 = -375579.324282
  nChanged 47
		SP:Iteration 18Q (57490.860000 sec): 3 clusters
  Score: Raw -378378.861803 + Penalty 2776.493152 = -375602.368652
  nChanged 37
		SP:Iteration 19Q (57491.000000 sec): 3 clusters
  Score: Raw -378392.003591 + Penalty 2776.493152 = -375615.510439
  nChanged 28
		SP:Iteration 20F (57491.140000 sec): 3 clusters
  Score: Raw -378400.379189 + Penalty 2776.493152 = -375623.886037
  nChanged 26
		SP:Iteration 21Q (57491.300000 sec): 3 clusters
  Score: Raw -378408.334458 + Penalty 2776.493152 = -375631.841307
  nChanged 26
		SP:Iteration 22Q (57491.450000 sec): 3 clusters
  Score: Raw -378414.758049 + Penalty 2776.493152 = -375638.264898
  nChanged 18
		SP:Iteration 23Q (57491.640000 sec): 3 clusters
  Score: Raw -378418.122507 + Penalty 2776.493152 = -375641.629356
  nChanged 10
		SP:Iteration 24Q (57491.770000 sec): 3 clusters
  Score: Raw -378420.795725 + Penalty 2776.493152 = -375644.302573
  nChanged 11
		SP:Iteration 25Q (57491.910000 sec): 3 clusters
  Score: Raw -378424.013018 + Penalty 2776.493152 = -375647.519866
  nChanged 13
		SP:Iteration 26Q (57492.050000 sec): 3 clusters
  Score: Raw -378426.542848 + Penalty 2776.493152 = -375650.049697
  nChanged 8
		SP:Iteration 27Q (57492.190000 sec): 3 clusters
  Score: Raw -378428.857389 + Penalty 2776.493152 = -375652.364237
  nChanged 8
		SP:Iteration 28Q (57492.330000 sec): 3 clusters
  Score: Raw -378430.933933 + Penalty 2776.493152 = -375654.440782
  nChanged 9
		SP:Iteration 29Q (57492.470000 sec): 3 clusters
  Score: Raw -378433.938085 + Penalty 2776.493152 = -375657.444933
  nChanged 14
		SP:Iteration 30Q (57492.610000 sec): 3 clusters
  Score: Raw -378437.701739 + Penalty 2776.493152 = -375661.208587
  nChanged 14
		SP:Iteration 31Q (57492.760000 sec): 3 clusters
  Score: Raw -378440.014012 + Penalty 2776.493152 = -375663.520860
  nChanged 11
		SP:Iteration 32Q (57492.900000 sec): 3 clusters
  Score: Raw -378442.418615 + Penalty 2776.493152 = -375665.925463
  nChanged 13
		SP:Iteration 33Q (57493.050000 sec): 3 clusters
  Score: Raw -378446.781745 + Penalty 2776.493152 = -375670.288593
  nChanged 15
		SP:Iteration 34Q (57493.190000 sec): 3 clusters
  Score: Raw -378450.331318 + Penalty 2776.493152 = -375673.838167
  nChanged 15
		SP:Iteration 35Q (57493.370000 sec): 3 clusters
  Score: Raw -378453.531259 + Penalty 2776.493152 = -375677.038107
  nChanged 8
		SP:Iteration 36Q (57493.530000 sec): 3 clusters
  Score: Raw -378455.948634 + Penalty 2776.493152 = -375679.455483
  nChanged 12
		SP:Iteration 37Q (57493.660000 sec): 3 clusters
  Score: Raw -378458.527298 + Penalty 2776.493152 = -375682.034146
  nChanged 6
		SP:Iteration 38Q (57493.810000 sec): 3 clusters
  Score: Raw -378459.818683 + Penalty 2776.493152 = -375683.325532
  nChanged 5
		SP:Iteration 39Q (57493.970000 sec): 3 clusters
  Score: Raw -378461.043221 + Penalty 2776.493152 = -375684.550070
  nChanged 2
		SP:Iteration 40F (57494.200000 sec): 3 clusters
  Score: Raw -378461.366380 + Penalty 2776.493152 = -375684.873228
  nChanged 1
		SP:Iteration 41Q (57494.340000 sec): 3 clusters
  Score: Raw -378461.534890 + Penalty 2776.493152 = -375685.041738
  nChanged 1
		SP:Iteration 42Q (57494.530000 sec): 3 clusters
  Score: Raw -378461.659850 + Penalty 2776.493152 = -375685.166698
  nChanged 0
		SP:Iteration 43F (57494.700000 sec): 3 clusters
  Score: Raw -378461.659850 + Penalty 2776.493152 = -375685.166698
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 57 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57494.830000 sec): 2 clusters
  Score: Raw -30630.179858 + Penalty 960.504455 = -29669.675403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57494.960000 sec): 3 clusters
  Score: Raw -30626.867603 + Penalty 1921.008909 = -28705.858694
  nChanged 61
		SP:Iteration 1F (57495.110000 sec): 3 clusters
  Score: Raw -30756.672573 + Penalty 1921.008909 = -28835.663664
  nChanged 14
		SP:Iteration 2Q (57495.260000 sec): 3 clusters
  Score: Raw -30795.987533 + Penalty 1921.008909 = -28874.978624
  nChanged 8
		SP:Iteration 3Q (57495.390000 sec): 3 clusters
  Score: Raw -30816.034589 + Penalty 1921.008909 = -28895.025680
  nChanged 3
		SP:Iteration 4Q (57495.540000 sec): 3 clusters
  Score: Raw -30821.840552 + Penalty 1921.008909 = -28900.831643
  nChanged 1
		SP:Iteration 5Q (57495.680000 sec): 3 clusters
  Score: Raw -30822.941233 + Penalty 1921.008909 = -28901.932324
  nChanged 0
		SP:Iteration 6F (57495.830000 sec): 3 clusters
  Score: Raw -30822.941233 + Penalty 1921.008909 = -28901.932324
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 58 (5205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57495.970000 sec): 2 clusters
  Score: Raw -442187.158040 + Penalty 1390.573434 = -440796.584606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57496.130000 sec): 3 clusters
  Score: Raw -439473.023190 + Penalty 2781.146869 = -436691.876321
  nChanged 2103
		SP:Iteration 1F (57496.290000 sec): 3 clusters
  Score: Raw -440582.148242 + Penalty 2781.146869 = -437801.001373
  nChanged 399
		SP:Iteration 2F (57496.460000 sec): 3 clusters
  Score: Raw -440817.691833 + Penalty 2781.146869 = -438036.544964
  nChanged 338
		SP:Iteration 3F (57496.640000 sec): 3 clusters
  Score: Raw -441026.150112 + Penalty 2781.146869 = -438245.003243
  nChanged 276
		SP:Iteration 4F (57496.800000 sec): 3 clusters
  Score: Raw -441188.084265 + Penalty 2781.146869 = -438406.937396
  nChanged 241
		SP:Iteration 5Q (57496.970000 sec): 3 clusters
  Score: Raw -441313.505424 + Penalty 2781.146869 = -438532.358555
  nChanged 201
		SP:Iteration 6Q (57497.140000 sec): 3 clusters
  Score: Raw -441422.349708 + Penalty 2781.146869 = -438641.202839
  nChanged 179
		SP:Iteration 7Q (57497.300000 sec): 3 clusters
  Score: Raw -441520.944119 + Penalty 2781.146869 = -438739.797250
  nChanged 174
		SP:Iteration 8Q (57497.460000 sec): 3 clusters
  Score: Raw -441618.426782 + Penalty 2781.146869 = -438837.279913
  nChanged 140
		SP:Iteration 9Q (57497.590000 sec): 3 clusters
  Score: Raw -441696.022378 + Penalty 2781.146869 = -438914.875509
  nChanged 126
		SP:Iteration 10Q (57497.740000 sec): 3 clusters
  Score: Raw -441776.823268 + Penalty 2781.146869 = -438995.676399
  nChanged 136
		SP:Iteration 11Q (57497.900000 sec): 3 clusters
  Score: Raw -441865.248068 + Penalty 2781.146869 = -439084.101199
  nChanged 110
		SP:Iteration 12Q (57498.080000 sec): 3 clusters
  Score: Raw -441931.513008 + Penalty 2781.146869 = -439150.366140
  nChanged 104
		SP:Iteration 13Q (57498.240000 sec): 3 clusters
  Score: Raw -441994.913163 + Penalty 2781.146869 = -439213.766294
  nChanged 93
		SP:Iteration 14Q (57498.370000 sec): 3 clusters
  Score: Raw -442060.204948 + Penalty 2781.146869 = -439279.058079
  nChanged 85
		SP:Iteration 15Q (57498.520000 sec): 3 clusters
  Score: Raw -442117.023035 + Penalty 2781.146869 = -439335.876166
  nChanged 72
		SP:Iteration 16Q (57498.680000 sec): 3 clusters
  Score: Raw -442168.853306 + Penalty 2781.146869 = -439387.706437
  nChanged 66
		SP:Iteration 17Q (57498.880000 sec): 3 clusters
  Score: Raw -442218.853808 + Penalty 2781.146869 = -439437.706939
  nChanged 63
		SP:Iteration 18Q (57499.110000 sec): 3 clusters
  Score: Raw -442265.094620 + Penalty 2781.146869 = -439483.947751
  nChanged 48
		SP:Iteration 19Q (57499.320000 sec): 3 clusters
  Score: Raw -442302.440574 + Penalty 2781.146869 = -439521.293705
  nChanged 37
		SP:Iteration 20F (57499.500000 sec): 3 clusters
  Score: Raw -442328.060647 + Penalty 2781.146869 = -439546.913778
  nChanged 28
		SP:Iteration 21Q (57499.680000 sec): 3 clusters
  Score: Raw -442345.171274 + Penalty 2781.146869 = -439564.024405
  nChanged 21
		SP:Iteration 22Q (57499.860000 sec): 3 clusters
  Score: Raw -442357.355235 + Penalty 2781.146869 = -439576.208366
  nChanged 18
		SP:Iteration 23Q (57500.090000 sec): 3 clusters
  Score: Raw -442368.386279 + Penalty 2781.146869 = -439587.239411
  nChanged 12
		SP:Iteration 24Q (57500.320000 sec): 3 clusters
  Score: Raw -442374.229725 + Penalty 2781.146869 = -439593.082856
  nChanged 10
		SP:Iteration 25Q (57500.510000 sec): 3 clusters
  Score: Raw -442381.539271 + Penalty 2781.146869 = -439600.392402
  nChanged 6
		SP:Iteration 26Q (57500.720000 sec): 3 clusters
  Score: Raw -442384.368348 + Penalty 2781.146869 = -439603.221479
  nChanged 7
		SP:Iteration 27Q (57500.940000 sec): 3 clusters
  Score: Raw -442388.647803 + Penalty 2781.146869 = -439607.500935
  nChanged 6
		SP:Iteration 28Q (57501.170000 sec): 3 clusters
  Score: Raw -442391.095031 + Penalty 2781.146869 = -439609.948162
  nChanged 2
		SP:Iteration 29Q (57501.360000 sec): 3 clusters
  Score: Raw -442391.934833 + Penalty 2781.146869 = -439610.787964
  nChanged 0
		SP:Iteration 30F (57501.560000 sec): 3 clusters
  Score: Raw -442391.934833 + Penalty 2781.146869 = -439610.787964
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 59 (14071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57501.750000 sec): 2 clusters
  Score: Raw -1214402.256716 + Penalty 1552.179073 = -1212850.077642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57502.090000 sec): 3 clusters
  Score: Raw -1206162.663851 + Penalty 3104.358147 = -1203058.305705
  nChanged 6212
		SP:Iteration 1F (57502.360000 sec): 3 clusters
  Score: Raw -1209517.515986 + Penalty 3104.358147 = -1206413.157839
  nChanged 847
		SP:Iteration 2F (57502.580000 sec): 3 clusters
  Score: Raw -1209897.348331 + Penalty 3104.358147 = -1206792.990184
  nChanged 828
		SP:Iteration 3F (57502.920000 sec): 3 clusters
  Score: Raw -1210325.671731 + Penalty 3104.358147 = -1207221.313584
  nChanged 898
		SP:Iteration 4F (57503.170000 sec): 3 clusters
  Score: Raw -1210862.749668 + Penalty 3104.358147 = -1207758.391521
  nChanged 877
		SP:Iteration 5F (57503.440000 sec): 3 clusters
  Score: Raw -1211414.488380 + Penalty 3104.358147 = -1208310.130234
  nChanged 846
		SP:Iteration 6F (57503.780000 sec): 3 clusters
  Score: Raw -1211929.261002 + Penalty 3104.358147 = -1208824.902855
  nChanged 741
		SP:Iteration 7F (57504.100000 sec): 3 clusters
  Score: Raw -1212345.145724 + Penalty 3104.358147 = -1209240.787577
  nChanged 620
		SP:Iteration 8Q (57504.390000 sec): 3 clusters
  Score: Raw -1212707.260780 + Penalty 3104.358147 = -1209602.902633
  nChanged 541
		SP:Iteration 9Q (57504.720000 sec): 3 clusters
  Score: Raw -1213039.864184 + Penalty 3104.358147 = -1209935.506037
  nChanged 455
		SP:Iteration 10Q (57505.110000 sec): 3 clusters
  Score: Raw -1213295.953408 + Penalty 3104.358147 = -1210191.595261
  nChanged 396
		SP:Iteration 11Q (57505.370000 sec): 3 clusters
  Score: Raw -1213534.048317 + Penalty 3104.358147 = -1210429.690171
  nChanged 359
		SP:Iteration 12Q (57505.650000 sec): 3 clusters
  Score: Raw -1213776.590537 + Penalty 3104.358147 = -1210672.232390
  nChanged 309
		SP:Iteration 13Q (57505.920000 sec): 3 clusters
  Score: Raw -1214003.557023 + Penalty 3104.358147 = -1210899.198876
  nChanged 240
		SP:Iteration 14Q (57506.170000 sec): 3 clusters
  Score: Raw -1214194.179228 + Penalty 3104.358147 = -1211089.821081
  nChanged 188
		SP:Iteration 15Q (57506.430000 sec): 3 clusters
  Score: Raw -1214349.006850 + Penalty 3104.358147 = -1211244.648703
  nChanged 145
		SP:Iteration 16Q (57506.700000 sec): 3 clusters
  Score: Raw -1214459.024900 + Penalty 3104.358147 = -1211354.666753
  nChanged 93
		SP:Iteration 17Q (57506.990000 sec): 3 clusters
  Score: Raw -1214537.805413 + Penalty 3104.358147 = -1211433.447266
  nChanged 74
		SP:Iteration 18Q (57507.330000 sec): 3 clusters
  Score: Raw -1214596.708222 + Penalty 3104.358147 = -1211492.350075
  nChanged 56
		SP:Iteration 19Q (57507.680000 sec): 3 clusters
  Score: Raw -1214632.679799 + Penalty 3104.358147 = -1211528.321652
  nChanged 36
		SP:Iteration 20F (57507.900000 sec): 3 clusters
  Score: Raw -1214654.315722 + Penalty 3104.358147 = -1211549.957576
  nChanged 27
		SP:Iteration 21Q (57508.150000 sec): 3 clusters
  Score: Raw -1214665.582965 + Penalty 3104.358147 = -1211561.224818
  nChanged 20
		SP:Iteration 22Q (57508.420000 sec): 3 clusters
  Score: Raw -1214673.950711 + Penalty 3104.358147 = -1211569.592564
  nChanged 14
		SP:Iteration 23Q (57508.700000 sec): 3 clusters
  Score: Raw -1214681.157794 + Penalty 3104.358147 = -1211576.799647
  nChanged 10
		SP:Iteration 24Q (57508.980000 sec): 3 clusters
  Score: Raw -1214685.413560 + Penalty 3104.358147 = -1211581.055413
  nChanged 9
		SP:Iteration 25Q (57509.260000 sec): 3 clusters
  Score: Raw -1214689.539716 + Penalty 3104.358147 = -1211585.181569
  nChanged 9
		SP:Iteration 26Q (57509.540000 sec): 3 clusters
  Score: Raw -1214693.572610 + Penalty 3104.358147 = -1211589.214464
  nChanged 2
		SP:Iteration 27Q (57509.790000 sec): 3 clusters
  Score: Raw -1214694.599056 + Penalty 3104.358147 = -1211590.240909
  nChanged 2
		SP:Iteration 28Q (57510.090000 sec): 3 clusters
  Score: Raw -1214695.635118 + Penalty 3104.358147 = -1211591.276971
  nChanged 3
		SP:Iteration 29Q (57510.390000 sec): 3 clusters
  Score: Raw -1214696.798404 + Penalty 3104.358147 = -1211592.440257
  nChanged 2
		SP:Iteration 30Q (57510.640000 sec): 3 clusters
  Score: Raw -1214697.566801 + Penalty 3104.358147 = -1211593.208655
  nChanged 0
		SP:Iteration 31F (57510.970000 sec): 3 clusters
  Score: Raw -1214697.566801 + Penalty 3104.358147 = -1211593.208655
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 60 (665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57511.050000 sec): 2 clusters
  Score: Raw -53042.062469 + Penalty 1056.215394 = -51985.847075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57511.270000 sec): 3 clusters
  Score: Raw -52877.633768 + Penalty 2112.430788 = -50765.202979
  nChanged 199
		SP:Iteration 1F (57511.490000 sec): 3 clusters
  Score: Raw -53094.595172 + Penalty 2112.430788 = -50982.164384
  nChanged 42
		SP:Iteration 2F (57511.670000 sec): 3 clusters
  Score: Raw -53146.905480 + Penalty 2112.430788 = -51034.474692
  nChanged 20
		SP:Iteration 3Q (57511.860000 sec): 3 clusters
  Score: Raw -53170.783482 + Penalty 2112.430788 = -51058.352694
  nChanged 10
		SP:Iteration 4Q (57511.980000 sec): 3 clusters
  Score: Raw -53181.037440 + Penalty 2112.430788 = -51068.606652
  nChanged 7
		SP:Iteration 5Q (57512.120000 sec): 3 clusters
  Score: Raw -53189.170272 + Penalty 2112.430788 = -51076.739484
  nChanged 3
		SP:Iteration 6Q (57512.250000 sec): 3 clusters
  Score: Raw -53194.184564 + Penalty 2112.430788 = -51081.753776
  nChanged 1
		SP:Iteration 7Q (57512.430000 sec): 3 clusters
  Score: Raw -53196.698299 + Penalty 2112.430788 = -51084.267510
  nChanged 2
		SP:Iteration 8Q (57512.660000 sec): 3 clusters
  Score: Raw -53199.392085 + Penalty 2112.430788 = -51086.961297
  nChanged 3
		SP:Iteration 9Q (57512.780000 sec): 3 clusters
  Score: Raw -53202.736116 + Penalty 2112.430788 = -51090.305327
  nChanged 4
		SP:Iteration 10Q (57512.950000 sec): 3 clusters
  Score: Raw -53206.086046 + Penalty 2112.430788 = -51093.655258
  nChanged 1
		SP:Iteration 11Q (57513.090000 sec): 3 clusters
  Score: Raw -53206.356640 + Penalty 2112.430788 = -51093.925852
  nChanged 2
		SP:Iteration 12Q (57513.210000 sec): 3 clusters
  Score: Raw -53211.367409 + Penalty 2112.430788 = -51098.936621
  nChanged 5
		SP:Iteration 13Q (57513.360000 sec): 3 clusters
  Score: Raw -53216.543505 + Penalty 2112.430788 = -51104.112717
  nChanged 1
		SP:Iteration 14Q (57513.490000 sec): 3 clusters
  Score: Raw -53217.607230 + Penalty 2112.430788 = -51105.176442
  nChanged 0
		SP:Iteration 15F (57513.600000 sec): 3 clusters
  Score: Raw -53217.607230 + Penalty 2112.430788 = -51105.176442
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 61 (11204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57513.780000 sec): 2 clusters
  Score: Raw -924120.834541 + Penalty 1515.154247 = -922605.680294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57513.990000 sec): 3 clusters
  Score: Raw -917684.746685 + Penalty 3030.308494 = -914654.438191
  nChanged 4906
		SP:Iteration 1F (57514.260000 sec): 3 clusters
  Score: Raw -920605.512344 + Penalty 3030.308494 = -917575.203850
  nChanged 836
		SP:Iteration 2F (57514.500000 sec): 3 clusters
  Score: Raw -921192.146867 + Penalty 3030.308494 = -918161.838372
  nChanged 835
		SP:Iteration 3F (57514.790000 sec): 3 clusters
  Score: Raw -921876.368450 + Penalty 3030.308494 = -918846.059955
  nChanged 853
		SP:Iteration 4F (57515.000000 sec): 3 clusters
  Score: Raw -922593.140591 + Penalty 3030.308494 = -919562.832097
  nChanged 763
		SP:Iteration 5F (57515.260000 sec): 3 clusters
  Score: Raw -923215.280967 + Penalty 3030.308494 = -920184.972473
  nChanged 661
		SP:Iteration 6F (57515.500000 sec): 3 clusters
  Score: Raw -923711.190964 + Penalty 3030.308494 = -920680.882469
  nChanged 474
		SP:Iteration 7Q (57515.800000 sec): 3 clusters
  Score: Raw -924071.816714 + Penalty 3030.308494 = -921041.508220
  nChanged 409
		SP:Iteration 8Q (57515.990000 sec): 3 clusters
  Score: Raw -924384.132657 + Penalty 3030.308494 = -921353.824163
  nChanged 302
		SP:Iteration 9Q (57516.220000 sec): 3 clusters
  Score: Raw -924606.554605 + Penalty 3030.308494 = -921576.246110
  nChanged 221
		SP:Iteration 10Q (57516.450000 sec): 3 clusters
  Score: Raw -924736.077407 + Penalty 3030.308494 = -921705.768913
  nChanged 154
		SP:Iteration 11Q (57516.670000 sec): 3 clusters
  Score: Raw -924799.750110 + Penalty 3030.308494 = -921769.441615
  nChanged 98
		SP:Iteration 12Q (57516.870000 sec): 3 clusters
  Score: Raw -924828.737371 + Penalty 3030.308494 = -921798.428877
  nChanged 79
		SP:Iteration 13Q (57517.130000 sec): 3 clusters
  Score: Raw -924849.343292 + Penalty 3030.308494 = -921819.034798
  nChanged 59
		SP:Iteration 14Q (57517.350000 sec): 3 clusters
  Score: Raw -924862.580667 + Penalty 3030.308494 = -921832.272173
  nChanged 45
		SP:Iteration 15Q (57517.560000 sec): 3 clusters
  Score: Raw -924873.449656 + Penalty 3030.308494 = -921843.141162
  nChanged 46
		SP:Iteration 16Q (57517.750000 sec): 3 clusters
  Score: Raw -924885.039605 + Penalty 3030.308494 = -921854.731111
  nChanged 34
		SP:Iteration 17Q (57517.950000 sec): 3 clusters
  Score: Raw -924890.905324 + Penalty 3030.308494 = -921860.596829
  nChanged 32
		SP:Iteration 18Q (57518.150000 sec): 3 clusters
  Score: Raw -924898.535793 + Penalty 3030.308494 = -921868.227298
  nChanged 40
		SP:Iteration 19Q (57518.360000 sec): 3 clusters
  Score: Raw -924907.145635 + Penalty 3030.308494 = -921876.837141
  nChanged 36
		SP:Iteration 20F (57518.560000 sec): 3 clusters
  Score: Raw -924915.490459 + Penalty 3030.308494 = -921885.181964
  nChanged 31
		SP:Iteration 21Q (57518.760000 sec): 3 clusters
  Score: Raw -924923.037564 + Penalty 3030.308494 = -921892.729070
  nChanged 25
		SP:Iteration 22Q (57518.970000 sec): 3 clusters
  Score: Raw -924928.693217 + Penalty 3030.308494 = -921898.384723
  nChanged 28
		SP:Iteration 23Q (57519.170000 sec): 3 clusters
  Score: Raw -924934.414702 + Penalty 3030.308494 = -921904.106207
  nChanged 33
		SP:Iteration 24Q (57519.420000 sec): 3 clusters
  Score: Raw -924940.632810 + Penalty 3030.308494 = -921910.324316
  nChanged 37
		SP:Iteration 25Q (57519.630000 sec): 3 clusters
  Score: Raw -924946.877846 + Penalty 3030.308494 = -921916.569352
  nChanged 25
		SP:Iteration 26Q (57519.920000 sec): 3 clusters
  Score: Raw -924951.375035 + Penalty 3030.308494 = -921921.066540
  nChanged 23
		SP:Iteration 27Q (57520.160000 sec): 3 clusters
  Score: Raw -924954.499113 + Penalty 3030.308494 = -921924.190619
  nChanged 17
		SP:Iteration 28Q (57520.390000 sec): 3 clusters
  Score: Raw -924957.148486 + Penalty 3030.308494 = -921926.839992
  nChanged 22
		SP:Iteration 29Q (57520.630000 sec): 3 clusters
  Score: Raw -924960.053665 + Penalty 3030.308494 = -921929.745171
  nChanged 22
		SP:Iteration 30Q (57520.950000 sec): 3 clusters
  Score: Raw -924963.981444 + Penalty 3030.308494 = -921933.672950
  nChanged 27
		SP:Iteration 31Q (57521.190000 sec): 3 clusters
  Score: Raw -924968.681025 + Penalty 3030.308494 = -921938.372530
  nChanged 22
		SP:Iteration 32Q (57521.380000 sec): 3 clusters
  Score: Raw -924972.332135 + Penalty 3030.308494 = -921942.023641
  nChanged 24
		SP:Iteration 33Q (57521.660000 sec): 3 clusters
  Score: Raw -924976.736025 + Penalty 3030.308494 = -921946.427531
  nChanged 23
		SP:Iteration 34Q (57521.930000 sec): 3 clusters
  Score: Raw -924979.886452 + Penalty 3030.308494 = -921949.577957
  nChanged 18
		SP:Iteration 35Q (57522.190000 sec): 3 clusters
  Score: Raw -924982.615079 + Penalty 3030.308494 = -921952.306584
  nChanged 17
		SP:Iteration 36Q (57522.430000 sec): 3 clusters
  Score: Raw -924986.105009 + Penalty 3030.308494 = -921955.796515
  nChanged 19
		SP:Iteration 37Q (57522.690000 sec): 3 clusters
  Score: Raw -924989.812738 + Penalty 3030.308494 = -921959.504243
  nChanged 23
		SP:Iteration 38Q (57522.890000 sec): 3 clusters
  Score: Raw -924993.347001 + Penalty 3030.308494 = -921963.038507
  nChanged 17
		SP:Iteration 39Q (57523.080000 sec): 3 clusters
  Score: Raw -924995.598466 + Penalty 3030.308494 = -921965.289972
  nChanged 15
		SP:Iteration 40F (57523.310000 sec): 3 clusters
  Score: Raw -924997.642404 + Penalty 3030.308494 = -921967.333909
  nChanged 12
		SP:Iteration 41Q (57523.470000 sec): 3 clusters
  Score: Raw -924999.817620 + Penalty 3030.308494 = -921969.509125
  nChanged 15
		SP:Iteration 42Q (57523.720000 sec): 3 clusters
  Score: Raw -925003.159187 + Penalty 3030.308494 = -921972.850693
  nChanged 18
		SP:Iteration 43Q (57523.930000 sec): 3 clusters
  Score: Raw -925006.054354 + Penalty 3030.308494 = -921975.745860
  nChanged 15
		SP:Iteration 44Q (57524.190000 sec): 3 clusters
  Score: Raw -925008.017562 + Penalty 3030.308494 = -921977.709067
  nChanged 15
		SP:Iteration 45Q (57524.420000 sec): 3 clusters
  Score: Raw -925010.621435 + Penalty 3030.308494 = -921980.312940
  nChanged 23
		SP:Iteration 46Q (57524.660000 sec): 3 clusters
  Score: Raw -925015.701763 + Penalty 3030.308494 = -921985.393269
  nChanged 18
		SP:Iteration 47Q (57524.930000 sec): 3 clusters
  Score: Raw -925019.003289 + Penalty 3030.308494 = -921988.694795
  nChanged 19
		SP:Iteration 48Q (57525.190000 sec): 3 clusters
  Score: Raw -925022.718537 + Penalty 3030.308494 = -921992.410042
  nChanged 22
		SP:Iteration 49Q (57525.390000 sec): 3 clusters
  Score: Raw -925027.855279 + Penalty 3030.308494 = -921997.546785
  nChanged 27
		SP:Iteration 50Q (57525.600000 sec): 3 clusters
  Score: Raw -925035.423542 + Penalty 3030.308494 = -922005.115048
  nChanged 29
		SP:Iteration 51Q (57525.830000 sec): 3 clusters
  Score: Raw -925042.964550 + Penalty 3030.308494 = -922012.656056
  nChanged 28
		SP:Iteration 52Q (57526.070000 sec): 3 clusters
  Score: Raw -925049.144582 + Penalty 3030.308494 = -922018.836088
  nChanged 24
		SP:Iteration 53Q (57526.320000 sec): 3 clusters
  Score: Raw -925053.562929 + Penalty 3030.308494 = -922023.254434
  nChanged 19
		SP:Iteration 54Q (57526.590000 sec): 3 clusters
  Score: Raw -925056.353593 + Penalty 3030.308494 = -922026.045099
  nChanged 16
		SP:Iteration 55Q (57526.760000 sec): 3 clusters
  Score: Raw -925058.156235 + Penalty 3030.308494 = -922027.847741
  nChanged 14
		SP:Iteration 56Q (57527.010000 sec): 3 clusters
  Score: Raw -925060.522227 + Penalty 3030.308494 = -922030.213732
  nChanged 15
		SP:Iteration 57Q (57527.240000 sec): 3 clusters
  Score: Raw -925062.706090 + Penalty 3030.308494 = -922032.397596
  nChanged 10
		SP:Iteration 58Q (57527.440000 sec): 3 clusters
  Score: Raw -925063.994468 + Penalty 3030.308494 = -922033.685974
  nChanged 16
		SP:Iteration 59Q (57527.640000 sec): 3 clusters
  Score: Raw -925065.985714 + Penalty 3030.308494 = -922035.677220
  nChanged 10
		SP:Iteration 60F (57527.860000 sec): 3 clusters
  Score: Raw -925067.920433 + Penalty 3030.308494 = -922037.611938
  nChanged 16
		SP:Iteration 61Q (57528.070000 sec): 3 clusters
  Score: Raw -925071.131918 + Penalty 3030.308494 = -922040.823424
  nChanged 25
		SP:Iteration 62Q (57528.260000 sec): 3 clusters
  Score: Raw -925076.647824 + Penalty 3030.308494 = -922046.339329
  nChanged 21
		SP:Iteration 63Q (57528.440000 sec): 3 clusters
  Score: Raw -925080.501963 + Penalty 3030.308494 = -922050.193469
  nChanged 20
		SP:Iteration 64Q (57528.690000 sec): 3 clusters
  Score: Raw -925085.380650 + Penalty 3030.308494 = -922055.072156
  nChanged 14
		SP:Iteration 65Q (57528.880000 sec): 3 clusters
  Score: Raw -925088.786564 + Penalty 3030.308494 = -922058.478070
  nChanged 16
		SP:Iteration 66Q (57529.070000 sec): 3 clusters
  Score: Raw -925092.107262 + Penalty 3030.308494 = -922061.798768
  nChanged 8
		SP:Iteration 67Q (57529.300000 sec): 3 clusters
  Score: Raw -925093.610259 + Penalty 3030.308494 = -922063.301765
  nChanged 9
		SP:Iteration 68Q (57529.520000 sec): 3 clusters
  Score: Raw -925095.120050 + Penalty 3030.308494 = -922064.811556
  nChanged 9
		SP:Iteration 69Q (57529.730000 sec): 3 clusters
  Score: Raw -925096.362697 + Penalty 3030.308494 = -922066.054202
  nChanged 6
		SP:Iteration 70Q (57529.920000 sec): 3 clusters
  Score: Raw -925097.645162 + Penalty 3030.308494 = -922067.336668
  nChanged 8
		SP:Iteration 71Q (57530.140000 sec): 3 clusters
  Score: Raw -925098.957802 + Penalty 3030.308494 = -922068.649307
  nChanged 5
		SP:Iteration 72Q (57530.360000 sec): 3 clusters
  Score: Raw -925099.996870 + Penalty 3030.308494 = -922069.688375
  nChanged 2
		SP:Iteration 73Q (57530.620000 sec): 3 clusters
  Score: Raw -925100.234722 + Penalty 3030.308494 = -922069.926228
  nChanged 1
		SP:Iteration 74Q (57530.850000 sec): 3 clusters
  Score: Raw -925100.326531 + Penalty 3030.308494 = -922070.018037
  nChanged 0
		SP:Iteration 75F (57531.090000 sec): 3 clusters
  Score: Raw -925100.326531 + Penalty 3030.308494 = -922070.018037
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 62 (36534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57531.400000 sec): 2 clusters
  Score: Raw -3427157.824706 + Penalty 1707.224775 = -3425450.599931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57531.760000 sec): 3 clusters
  Score: Raw -3404193.762734 + Penalty 3414.449549 = -3400779.313185
  nChanged 17009
		SP:Iteration 1F (57532.180000 sec): 3 clusters
  Score: Raw -3413552.442735 + Penalty 3414.449549 = -3410137.993186
  nChanged 1372
		SP:Iteration 2Q (57532.520000 sec): 3 clusters
  Score: Raw -3413902.744230 + Penalty 3414.449549 = -3410488.294680
  nChanged 1337
		SP:Iteration 3Q (57532.960000 sec): 3 clusters
  Score: Raw -3414255.786973 + Penalty 3414.449549 = -3410841.337424
  nChanged 1282
		SP:Iteration 4Q (57533.430000 sec): 3 clusters
  Score: Raw -3414614.283003 + Penalty 3414.449549 = -3411199.833454
  nChanged 1275
		SP:Iteration 5Q (57533.820000 sec): 3 clusters
  Score: Raw -3415040.058694 + Penalty 3414.449549 = -3411625.609144
  nChanged 1459
		SP:Iteration 6Q (57534.280000 sec): 3 clusters
  Score: Raw -3415639.588611 + Penalty 3414.449549 = -3412225.139062
  nChanged 1796
		SP:Iteration 7Q (57534.690000 sec): 3 clusters
  Score: Raw -3416621.727554 + Penalty 3414.449549 = -3413207.278005
  nChanged 2345
		SP:Iteration 8F (57535.170000 sec): 3 clusters
  Score: Raw -3418290.231882 + Penalty 3414.449549 = -3414875.782333
  nChanged 2718
		SP:Iteration 9F (57535.520000 sec): 3 clusters
  Score: Raw -3420573.335341 + Penalty 3414.449549 = -3417158.885791
  nChanged 2633
		SP:Iteration 10F (57535.900000 sec): 3 clusters
  Score: Raw -3422983.034894 + Penalty 3414.449549 = -3419568.585344
  nChanged 2057
		SP:Iteration 11F (57536.340000 sec): 3 clusters
  Score: Raw -3424912.059335 + Penalty 3414.449549 = -3421497.609785
  nChanged 1324
		SP:Iteration 12Q (57536.650000 sec): 3 clusters
  Score: Raw -3426159.660203 + Penalty 3414.449549 = -3422745.210654
  nChanged 653
		SP:Iteration 13Q (57537.030000 sec): 3 clusters
  Score: Raw -3426753.174256 + Penalty 3414.449549 = -3423338.724707
  nChanged 297
		SP:Iteration 14Q (57537.430000 sec): 3 clusters
  Score: Raw -3427024.321074 + Penalty 3414.449549 = -3423609.871525
  nChanged 141
		SP:Iteration 15Q (57537.770000 sec): 3 clusters
  Score: Raw -3427170.600178 + Penalty 3414.449549 = -3423756.150629
  nChanged 58
		SP:Iteration 16Q (57538.150000 sec): 3 clusters
  Score: Raw -3427246.899871 + Penalty 3414.449549 = -3423832.450322
  nChanged 34
		SP:Iteration 17Q (57538.470000 sec): 3 clusters
  Score: Raw -3427292.828177 + Penalty 3414.449549 = -3423878.378628
  nChanged 23
		SP:Iteration 18Q (57538.790000 sec): 3 clusters
  Score: Raw -3427316.843954 + Penalty 3414.449549 = -3423902.394405
  nChanged 11
		SP:Iteration 19Q (57539.140000 sec): 3 clusters
  Score: Raw -3427326.624434 + Penalty 3414.449549 = -3423912.174885
  nChanged 9
		SP:Iteration 20F (57539.510000 sec): 3 clusters
  Score: Raw -3427338.519632 + Penalty 3414.449549 = -3423924.070083
  nChanged 9
		SP:Iteration 21Q (57539.930000 sec): 3 clusters
  Score: Raw -3427349.224401 + Penalty 3414.449549 = -3423934.774852
  nChanged 1
		SP:Iteration 22Q (57540.300000 sec): 3 clusters
  Score: Raw -3427349.728170 + Penalty 3414.449549 = -3423935.278621
  nChanged 0
		SP:Iteration 23F (57540.730000 sec): 3 clusters
  Score: Raw -3427349.728170 + Penalty 3414.449549 = -3423935.278621
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 63 (776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57540.880000 sec): 2 clusters
  Score: Raw -60841.471666 + Penalty 1081.299785 = -59760.171881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57541.050000 sec): 3 clusters
  Score: Raw -60683.669385 + Penalty 2162.599569 = -58521.069816
  nChanged 201
		SP:Iteration 1F (57541.220000 sec): 3 clusters
  Score: Raw -60939.581619 + Penalty 2162.599569 = -58776.982050
  nChanged 60
		SP:Iteration 2F (57541.420000 sec): 3 clusters
  Score: Raw -61096.211238 + Penalty 2162.599569 = -58933.611669
  nChanged 49
		SP:Iteration 3F (57541.620000 sec): 3 clusters
  Score: Raw -61199.190386 + Penalty 2162.599569 = -59036.590817
  nChanged 42
		SP:Iteration 4F (57541.780000 sec): 3 clusters
  Score: Raw -61276.721299 + Penalty 2162.599569 = -59114.121730
  nChanged 28
		SP:Iteration 5Q (57541.940000 sec): 3 clusters
  Score: Raw -61321.220018 + Penalty 2162.599569 = -59158.620449
  nChanged 27
		SP:Iteration 6Q (57542.190000 sec): 3 clusters
  Score: Raw -61371.540179 + Penalty 2162.599569 = -59208.940610
  nChanged 28
		SP:Iteration 7Q (57542.410000 sec): 3 clusters
  Score: Raw -61413.148030 + Penalty 2162.599569 = -59250.548461
  nChanged 19
		SP:Iteration 8Q (57542.560000 sec): 3 clusters
  Score: Raw -61441.236940 + Penalty 2162.599569 = -59278.637371
  nChanged 16
		SP:Iteration 9Q (57542.680000 sec): 3 clusters
  Score: Raw -61461.648082 + Penalty 2162.599569 = -59299.048513
  nChanged 10
		SP:Iteration 10Q (57542.880000 sec): 3 clusters
  Score: Raw -61473.630119 + Penalty 2162.599569 = -59311.030550
  nChanged 5
		SP:Iteration 11Q (57543.100000 sec): 3 clusters
  Score: Raw -61481.369887 + Penalty 2162.599569 = -59318.770318
  nChanged 4
		SP:Iteration 12Q (57543.280000 sec): 3 clusters
  Score: Raw -61486.618255 + Penalty 2162.599569 = -59324.018685
  nChanged 2
		SP:Iteration 13Q (57543.440000 sec): 3 clusters
  Score: Raw -61490.360598 + Penalty 2162.599569 = -59327.761029
  nChanged 1
		SP:Iteration 14Q (57543.610000 sec): 3 clusters
  Score: Raw -61491.437704 + Penalty 2162.599569 = -59328.838135
  nChanged 4
		SP:Iteration 15Q (57543.830000 sec): 3 clusters
  Score: Raw -61501.190858 + Penalty 2162.599569 = -59338.591289
  nChanged 2
		SP:Iteration 16Q (57543.960000 sec): 3 clusters
  Score: Raw -61503.889257 + Penalty 2162.599569 = -59341.289688
  nChanged 2
		SP:Iteration 17Q (57544.140000 sec): 3 clusters
  Score: Raw -61505.363782 + Penalty 2162.599569 = -59342.764213
  nChanged 0
		SP:Iteration 18F (57544.380000 sec): 3 clusters
  Score: Raw -61505.363782 + Penalty 2162.599569 = -59342.764213
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 64 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57544.520000 sec): 2 clusters
  Score: Raw -36967.533101 + Penalty 986.494881 = -35981.038220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57544.720000 sec): 3 clusters
  Score: Raw -36927.784753 + Penalty 1972.989762 = -34954.794991
  nChanged 70
		SP:Iteration 1F (57544.940000 sec): 3 clusters
  Score: Raw -37053.183946 + Penalty 1972.989762 = -35080.194184
  nChanged 25
		SP:Iteration 2F (57545.120000 sec): 3 clusters
  Score: Raw -37110.852413 + Penalty 1972.989762 = -35137.862651
  nChanged 15
		SP:Iteration 3Q (57545.300000 sec): 3 clusters
  Score: Raw -37147.487163 + Penalty 1972.989762 = -35174.497402
  nChanged 7
		SP:Iteration 4Q (57545.430000 sec): 3 clusters
  Score: Raw -37178.781252 + Penalty 1972.989762 = -35205.791490
  nChanged 7
		SP:Iteration 5Q (57545.620000 sec): 3 clusters
  Score: Raw -37207.602974 + Penalty 1972.989762 = -35234.613213
  nChanged 8
		SP:Iteration 6Q (57545.760000 sec): 3 clusters
  Score: Raw -37223.072000 + Penalty 1972.989762 = -35250.082239
  nChanged 5
		SP:Iteration 7Q (57545.880000 sec): 3 clusters
  Score: Raw -37234.199913 + Penalty 1972.989762 = -35261.210152
  nChanged 5
		SP:Iteration 8Q (57546.010000 sec): 3 clusters
  Score: Raw -37245.327478 + Penalty 1972.989762 = -35272.337716
  nChanged 9
		SP:Iteration 9Q (57546.200000 sec): 3 clusters
  Score: Raw -37279.895027 + Penalty 1972.989762 = -35306.905266
  nChanged 11
		SP:Iteration 10Q (57546.350000 sec): 3 clusters
  Score: Raw -37303.744908 + Penalty 1972.989762 = -35330.755146
  nChanged 8
		SP:Iteration 11Q (57546.540000 sec): 3 clusters
  Score: Raw -37335.286610 + Penalty 1972.989762 = -35362.296849
  nChanged 8
		SP:Iteration 12Q (57546.700000 sec): 3 clusters
  Score: Raw -37372.690881 + Penalty 1972.989762 = -35399.701119
  nChanged 6
		SP:Iteration 13Q (57546.870000 sec): 3 clusters
  Score: Raw -37480.122422 + Penalty 1972.989762 = -35507.132660
  nChanged 8
		SP:Iteration 14Q (57547.040000 sec): 3 clusters
  Score: Raw -37686.855344 + Penalty 1972.989762 = -35713.865582
  nChanged 14
		SP:Iteration 15Q (57547.230000 sec): 3 clusters
  Score: Raw -37722.288787 + Penalty 1972.989762 = -35749.299026
  nChanged 9
		SP:Iteration 16Q (57547.360000 sec): 3 clusters
  Score: Raw -37742.673992 + Penalty 1972.989762 = -35769.684230
  nChanged 8
		SP:Iteration 17Q (57547.550000 sec): 3 clusters
  Score: Raw -37759.851824 + Penalty 1972.989762 = -35786.862062
  nChanged 7
		SP:Iteration 18Q (57547.720000 sec): 3 clusters
  Score: Raw -37779.428952 + Penalty 1972.989762 = -35806.439191
  nChanged 6
		SP:Iteration 19Q (57547.840000 sec): 3 clusters
  Score: Raw -37792.329271 + Penalty 1972.989762 = -35819.339510
  nChanged 4
		SP:Iteration 20F (57548.040000 sec): 3 clusters
  Score: Raw -37806.982549 + Penalty 1972.989762 = -35833.992787
  nChanged 2
		SP:Iteration 21Q (57548.230000 sec): 3 clusters
  Score: Raw -37812.363308 + Penalty 1972.989762 = -35839.373546
  nChanged 0
		SP:Iteration 22F (57548.400000 sec): 3 clusters
  Score: Raw -37812.363308 + Penalty 1972.989762 = -35839.373546
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 65 (1563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57548.540000 sec): 2 clusters
  Score: Raw -129994.218496 + Penalty 1195.083879 = -128799.134618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57548.680000 sec): 3 clusters
  Score: Raw -129351.212064 + Penalty 2390.167757 = -126961.044307
  nChanged 540
		SP:Iteration 1F (57548.840000 sec): 3 clusters
  Score: Raw -129694.083151 + Penalty 2390.167757 = -127303.915394
  nChanged 119
		SP:Iteration 2F (57549.060000 sec): 3 clusters
  Score: Raw -129789.840350 + Penalty 2390.167757 = -127399.672593
  nChanged 86
		SP:Iteration 3F (57549.240000 sec): 3 clusters
  Score: Raw -129857.665476 + Penalty 2390.167757 = -127467.497718
  nChanged 64
		SP:Iteration 4Q (57549.430000 sec): 3 clusters
  Score: Raw -129910.361011 + Penalty 2390.167757 = -127520.193253
  nChanged 47
		SP:Iteration 5Q (57549.600000 sec): 3 clusters
  Score: Raw -129952.376003 + Penalty 2390.167757 = -127562.208246
  nChanged 47
		SP:Iteration 6Q (57549.770000 sec): 3 clusters
  Score: Raw -129995.385357 + Penalty 2390.167757 = -127605.217600
  nChanged 37
		SP:Iteration 7Q (57549.900000 sec): 3 clusters
  Score: Raw -130021.385356 + Penalty 2390.167757 = -127631.217599
  nChanged 26
		SP:Iteration 8Q (57550.070000 sec): 3 clusters
  Score: Raw -130036.872347 + Penalty 2390.167757 = -127646.704590
  nChanged 34
		SP:Iteration 9Q (57550.240000 sec): 3 clusters
  Score: Raw -130055.848302 + Penalty 2390.167757 = -127665.680544
  nChanged 23
		SP:Iteration 10Q (57550.410000 sec): 3 clusters
  Score: Raw -130076.603493 + Penalty 2390.167757 = -127686.435735
  nChanged 24
		SP:Iteration 11Q (57550.610000 sec): 3 clusters
  Score: Raw -130095.778554 + Penalty 2390.167757 = -127705.610797
  nChanged 21
		SP:Iteration 12Q (57550.760000 sec): 3 clusters
  Score: Raw -130112.117990 + Penalty 2390.167757 = -127721.950232
  nChanged 21
		SP:Iteration 13Q (57550.940000 sec): 3 clusters
  Score: Raw -130132.843645 + Penalty 2390.167757 = -127742.675888
  nChanged 26
		SP:Iteration 14Q (57551.100000 sec): 3 clusters
  Score: Raw -130156.571649 + Penalty 2390.167757 = -127766.403892
  nChanged 24
		SP:Iteration 15Q (57551.260000 sec): 3 clusters
  Score: Raw -130176.445453 + Penalty 2390.167757 = -127786.277696
  nChanged 18
		SP:Iteration 16Q (57551.390000 sec): 3 clusters
  Score: Raw -130192.301187 + Penalty 2390.167757 = -127802.133429
  nChanged 14
		SP:Iteration 17Q (57551.580000 sec): 3 clusters
  Score: Raw -130202.294585 + Penalty 2390.167757 = -127812.126828
  nChanged 12
		SP:Iteration 18Q (57551.740000 sec): 3 clusters
  Score: Raw -130208.508277 + Penalty 2390.167757 = -127818.340520
  nChanged 10
		SP:Iteration 19Q (57551.900000 sec): 3 clusters
  Score: Raw -130214.873234 + Penalty 2390.167757 = -127824.705477
  nChanged 9
		SP:Iteration 20F (57552.060000 sec): 3 clusters
  Score: Raw -130221.136620 + Penalty 2390.167757 = -127830.968863
  nChanged 3
		SP:Iteration 21Q (57552.270000 sec): 3 clusters
  Score: Raw -130222.462690 + Penalty 2390.167757 = -127832.294932
  nChanged 2
		SP:Iteration 22Q (57552.500000 sec): 3 clusters
  Score: Raw -130223.128051 + Penalty 2390.167757 = -127832.960294
  nChanged 1
		SP:Iteration 23Q (57552.700000 sec): 3 clusters
  Score: Raw -130223.568375 + Penalty 2390.167757 = -127833.400618
  nChanged 1
		SP:Iteration 24Q (57552.880000 sec): 3 clusters
  Score: Raw -130223.889469 + Penalty 2390.167757 = -127833.721712
  nChanged 2
		SP:Iteration 25Q (57553.030000 sec): 3 clusters
  Score: Raw -130225.043963 + Penalty 2390.167757 = -127834.876205
  nChanged 2
		SP:Iteration 26Q (57553.170000 sec): 3 clusters
  Score: Raw -130226.165276 + Penalty 2390.167757 = -127835.997519
  nChanged 1
		SP:Iteration 27Q (57553.380000 sec): 3 clusters
  Score: Raw -130226.742076 + Penalty 2390.167757 = -127836.574319
  nChanged 1
		SP:Iteration 28Q (57553.540000 sec): 3 clusters
  Score: Raw -130227.244785 + Penalty 2390.167757 = -127837.077027
  nChanged 0
		SP:Iteration 29F (57553.720000 sec): 3 clusters
  Score: Raw -130227.244785 + Penalty 2390.167757 = -127837.077027
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 66 (450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57553.820000 sec): 2 clusters
  Score: Raw -36746.869961 + Penalty 992.752732 = -35754.117229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57554.000000 sec): 3 clusters
  Score: Raw -36680.061317 + Penalty 1985.505464 = -34694.555853
  nChanged 93
		SP:Iteration 1F (57554.220000 sec): 3 clusters
  Score: Raw -36818.628051 + Penalty 1985.505464 = -34833.122587
  nChanged 30
		SP:Iteration 2F (57554.330000 sec): 3 clusters
  Score: Raw -36896.868999 + Penalty 1985.505464 = -34911.363535
  nChanged 24
		SP:Iteration 3F (57554.470000 sec): 3 clusters
  Score: Raw -36944.998186 + Penalty 1985.505464 = -34959.492722
  nChanged 10
		SP:Iteration 4Q (57554.710000 sec): 3 clusters
  Score: Raw -36961.691968 + Penalty 1985.505464 = -34976.186504
  nChanged 4
		SP:Iteration 5Q (57554.880000 sec): 3 clusters
  Score: Raw -36969.649997 + Penalty 1985.505464 = -34984.144533
  nChanged 5
		SP:Iteration 6Q (57555.060000 sec): 3 clusters
  Score: Raw -36982.603768 + Penalty 1985.505464 = -34997.098304
  nChanged 3
		SP:Iteration 7Q (57555.280000 sec): 3 clusters
  Score: Raw -36990.105191 + Penalty 1985.505464 = -35004.599726
  nChanged 2
		SP:Iteration 8Q (57555.460000 sec): 3 clusters
  Score: Raw -36994.962094 + Penalty 1985.505464 = -35009.456630
  nChanged 3
		SP:Iteration 9Q (57555.630000 sec): 3 clusters
  Score: Raw -37000.438284 + Penalty 1985.505464 = -35014.932819
  nChanged 4
		SP:Iteration 10Q (57555.750000 sec): 3 clusters
  Score: Raw -37008.466503 + Penalty 1985.505464 = -35022.961039
  nChanged 1
		SP:Iteration 11Q (57555.910000 sec): 3 clusters
  Score: Raw -37009.675568 + Penalty 1985.505464 = -35024.170104
  nChanged 0
		SP:Iteration 12F (57556.140000 sec): 3 clusters
  Score: Raw -37009.675568 + Penalty 1985.505464 = -35024.170104
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 67 (2749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57556.260000 sec): 2 clusters
  Score: Raw -225208.804643 + Penalty 1286.836279 = -223921.968364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57556.420000 sec): 3 clusters
  Score: Raw -223900.298779 + Penalty 2573.672559 = -221326.626221
  nChanged 1046
		SP:Iteration 1F (57556.600000 sec): 3 clusters
  Score: Raw -224693.058977 + Penalty 2573.672559 = -222119.386419
  nChanged 262
		SP:Iteration 2F (57556.780000 sec): 3 clusters
  Score: Raw -224917.279996 + Penalty 2573.672559 = -222343.607437
  nChanged 176
		SP:Iteration 3F (57557.000000 sec): 3 clusters
  Score: Raw -225050.945538 + Penalty 2573.672559 = -222477.272979
  nChanged 116
		SP:Iteration 4Q (57557.210000 sec): 3 clusters
  Score: Raw -225118.126516 + Penalty 2573.672559 = -222544.453958
  nChanged 76
		SP:Iteration 5Q (57557.370000 sec): 3 clusters
  Score: Raw -225164.707303 + Penalty 2573.672559 = -222591.034744
  nChanged 57
		SP:Iteration 6Q (57557.570000 sec): 3 clusters
  Score: Raw -225199.748709 + Penalty 2573.672559 = -222626.076150
  nChanged 53
		SP:Iteration 7Q (57557.760000 sec): 3 clusters
  Score: Raw -225229.829159 + Penalty 2573.672559 = -222656.156600
  nChanged 45
		SP:Iteration 8Q (57557.900000 sec): 3 clusters
  Score: Raw -225255.835722 + Penalty 2573.672559 = -222682.163163
  nChanged 32
		SP:Iteration 9Q (57558.030000 sec): 3 clusters
  Score: Raw -225272.414247 + Penalty 2573.672559 = -222698.741688
  nChanged 31
		SP:Iteration 10Q (57558.160000 sec): 3 clusters
  Score: Raw -225290.019694 + Penalty 2573.672559 = -222716.347135
  nChanged 35
		SP:Iteration 11Q (57558.300000 sec): 3 clusters
  Score: Raw -225306.068203 + Penalty 2573.672559 = -222732.395645
  nChanged 27
		SP:Iteration 12Q (57558.560000 sec): 3 clusters
  Score: Raw -225319.805169 + Penalty 2573.672559 = -222746.132611
  nChanged 20
		SP:Iteration 13Q (57558.790000 sec): 3 clusters
  Score: Raw -225327.603887 + Penalty 2573.672559 = -222753.931329
  nChanged 19
		SP:Iteration 14Q (57559.020000 sec): 3 clusters
  Score: Raw -225333.264563 + Penalty 2573.672559 = -222759.592005
  nChanged 12
		SP:Iteration 15Q (57559.220000 sec): 3 clusters
  Score: Raw -225339.393512 + Penalty 2573.672559 = -222765.720953
  nChanged 13
		SP:Iteration 16Q (57559.460000 sec): 3 clusters
  Score: Raw -225343.901017 + Penalty 2573.672559 = -222770.228459
  nChanged 10
		SP:Iteration 17Q (57559.630000 sec): 3 clusters
  Score: Raw -225347.468118 + Penalty 2573.672559 = -222773.795560
  nChanged 11
		SP:Iteration 18Q (57559.800000 sec): 3 clusters
  Score: Raw -225351.098381 + Penalty 2573.672559 = -222777.425822
  nChanged 7
		SP:Iteration 19Q (57559.980000 sec): 3 clusters
  Score: Raw -225353.741196 + Penalty 2573.672559 = -222780.068637
  nChanged 9
		SP:Iteration 20F (57560.160000 sec): 3 clusters
  Score: Raw -225357.780301 + Penalty 2573.672559 = -222784.107742
  nChanged 11
		SP:Iteration 21Q (57560.330000 sec): 3 clusters
  Score: Raw -225361.764711 + Penalty 2573.672559 = -222788.092152
  nChanged 7
		SP:Iteration 22Q (57560.480000 sec): 3 clusters
  Score: Raw -225364.241707 + Penalty 2573.672559 = -222790.569149
  nChanged 7
		SP:Iteration 23Q (57560.610000 sec): 3 clusters
  Score: Raw -225367.148280 + Penalty 2573.672559 = -222793.475722
  nChanged 6
		SP:Iteration 24Q (57560.740000 sec): 3 clusters
  Score: Raw -225369.579694 + Penalty 2573.672559 = -222795.907135
  nChanged 3
		SP:Iteration 25Q (57560.870000 sec): 3 clusters
  Score: Raw -225371.034141 + Penalty 2573.672559 = -222797.361583
  nChanged 4
		SP:Iteration 26Q (57561.010000 sec): 3 clusters
  Score: Raw -225373.044220 + Penalty 2573.672559 = -222799.371661
  nChanged 6
		SP:Iteration 27Q (57561.150000 sec): 3 clusters
  Score: Raw -225376.729233 + Penalty 2573.672559 = -222803.056674
  nChanged 5
		SP:Iteration 28Q (57561.290000 sec): 3 clusters
  Score: Raw -225380.442637 + Penalty 2573.672559 = -222806.770079
  nChanged 5
		SP:Iteration 29Q (57561.430000 sec): 3 clusters
  Score: Raw -225384.483031 + Penalty 2573.672559 = -222810.810473
  nChanged 10
		SP:Iteration 30Q (57561.570000 sec): 3 clusters
  Score: Raw -225391.585037 + Penalty 2573.672559 = -222817.912478
  nChanged 8
		SP:Iteration 31Q (57561.700000 sec): 3 clusters
  Score: Raw -225395.587424 + Penalty 2573.672559 = -222821.914865
  nChanged 10
		SP:Iteration 32Q (57561.850000 sec): 3 clusters
  Score: Raw -225398.836366 + Penalty 2573.672559 = -222825.163807
  nChanged 7
		SP:Iteration 33Q (57562.060000 sec): 3 clusters
  Score: Raw -225401.675998 + Penalty 2573.672559 = -222828.003439
  nChanged 8
		SP:Iteration 34Q (57562.230000 sec): 3 clusters
  Score: Raw -225405.130509 + Penalty 2573.672559 = -222831.457950
  nChanged 3
		SP:Iteration 35Q (57562.420000 sec): 3 clusters
  Score: Raw -225406.116424 + Penalty 2573.672559 = -222832.443866
  nChanged 6
		SP:Iteration 36Q (57562.560000 sec): 3 clusters
  Score: Raw -225408.761226 + Penalty 2573.672559 = -222835.088668
  nChanged 7
		SP:Iteration 37Q (57562.710000 sec): 3 clusters
  Score: Raw -225411.031864 + Penalty 2573.672559 = -222837.359306
  nChanged 6
		SP:Iteration 38Q (57562.890000 sec): 3 clusters
  Score: Raw -225412.706348 + Penalty 2573.672559 = -222839.033789
  nChanged 6
		SP:Iteration 39Q (57563.110000 sec): 3 clusters
  Score: Raw -225413.888168 + Penalty 2573.672559 = -222840.215609
  nChanged 4
		SP:Iteration 40F (57563.340000 sec): 3 clusters
  Score: Raw -225414.801321 + Penalty 2573.672559 = -222841.128763
  nChanged 2
		SP:Iteration 41Q (57563.560000 sec): 3 clusters
  Score: Raw -225415.156380 + Penalty 2573.672559 = -222841.483822
  nChanged 1
		SP:Iteration 42Q (57563.750000 sec): 3 clusters
  Score: Raw -225415.446667 + Penalty 2573.672559 = -222841.774109
  nChanged 2
		SP:Iteration 43Q (57563.930000 sec): 3 clusters
  Score: Raw -225416.109305 + Penalty 2573.672559 = -222842.436746
  nChanged 2
		SP:Iteration 44Q (57564.140000 sec): 3 clusters
  Score: Raw -225416.894980 + Penalty 2573.672559 = -222843.222421
  nChanged 2
		SP:Iteration 45Q (57564.350000 sec): 3 clusters
  Score: Raw -225418.585594 + Penalty 2573.672559 = -222844.913035
  nChanged 2
		SP:Iteration 46Q (57564.580000 sec): 3 clusters
  Score: Raw -225419.252268 + Penalty 2573.672559 = -222845.579710
  nChanged 0
		SP:Iteration 47F (57564.780000 sec): 3 clusters
  Score: Raw -225419.252268 + Penalty 2573.672559 = -222845.579710
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 68 (6050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57564.950000 sec): 2 clusters
  Score: Raw -501350.574322 + Penalty 1415.019702 = -499935.554620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57565.200000 sec): 3 clusters
  Score: Raw -498116.239171 + Penalty 2830.039404 = -495286.199767
  nChanged 2509
		SP:Iteration 1F (57565.410000 sec): 3 clusters
  Score: Raw -499531.982958 + Penalty 2830.039404 = -496701.943554
  nChanged 493
		SP:Iteration 2F (57565.620000 sec): 3 clusters
  Score: Raw -499906.533295 + Penalty 2830.039404 = -497076.493891
  nChanged 392
		SP:Iteration 3F (57565.860000 sec): 3 clusters
  Score: Raw -500211.788540 + Penalty 2830.039404 = -497381.749136
  nChanged 311
		SP:Iteration 4F (57566.070000 sec): 3 clusters
  Score: Raw -500398.327609 + Penalty 2830.039404 = -497568.288205
  nChanged 283
		SP:Iteration 5Q (57566.260000 sec): 3 clusters
  Score: Raw -500566.889477 + Penalty 2830.039404 = -497736.850073
  nChanged 270
		SP:Iteration 6Q (57566.470000 sec): 3 clusters
  Score: Raw -500706.445146 + Penalty 2830.039404 = -497876.405742
  nChanged 215
		SP:Iteration 7Q (57566.690000 sec): 3 clusters
  Score: Raw -500792.647902 + Penalty 2830.039404 = -497962.608498
  nChanged 164
		SP:Iteration 8Q (57566.830000 sec): 3 clusters
  Score: Raw -500853.303951 + Penalty 2830.039404 = -498023.264547
  nChanged 128
		SP:Iteration 9Q (57567.010000 sec): 3 clusters
  Score: Raw -500897.812337 + Penalty 2830.039404 = -498067.772933
  nChanged 103
		SP:Iteration 10Q (57567.170000 sec): 3 clusters
  Score: Raw -500929.516186 + Penalty 2830.039404 = -498099.476782
  nChanged 82
		SP:Iteration 11Q (57567.330000 sec): 3 clusters
  Score: Raw -500957.540438 + Penalty 2830.039404 = -498127.501034
  nChanged 69
		SP:Iteration 12Q (57567.510000 sec): 3 clusters
  Score: Raw -500983.745613 + Penalty 2830.039404 = -498153.706209
  nChanged 77
		SP:Iteration 13Q (57567.700000 sec): 3 clusters
  Score: Raw -501008.437766 + Penalty 2830.039404 = -498178.398362
  nChanged 70
		SP:Iteration 14Q (57567.910000 sec): 3 clusters
  Score: Raw -501031.116410 + Penalty 2830.039404 = -498201.077006
  nChanged 71
		SP:Iteration 15Q (57568.160000 sec): 3 clusters
  Score: Raw -501055.080703 + Penalty 2830.039404 = -498225.041299
  nChanged 81
		SP:Iteration 16Q (57568.390000 sec): 3 clusters
  Score: Raw -501084.863479 + Penalty 2830.039404 = -498254.824075
  nChanged 81
		SP:Iteration 17Q (57568.570000 sec): 3 clusters
  Score: Raw -501116.774761 + Penalty 2830.039404 = -498286.735357
  nChanged 99
		SP:Iteration 18Q (57568.790000 sec): 3 clusters
  Score: Raw -501151.921099 + Penalty 2830.039404 = -498321.881694
  nChanged 92
		SP:Iteration 19Q (57569.100000 sec): 3 clusters
  Score: Raw -501182.973273 + Penalty 2830.039404 = -498352.933869
  nChanged 92
		SP:Iteration 20F (57569.260000 sec): 3 clusters
  Score: Raw -501213.512178 + Penalty 2830.039404 = -498383.472774
  nChanged 92
		SP:Iteration 21Q (57569.510000 sec): 3 clusters
  Score: Raw -501250.453286 + Penalty 2830.039404 = -498420.413882
  nChanged 102
		SP:Iteration 22Q (57569.710000 sec): 3 clusters
  Score: Raw -501286.251940 + Penalty 2830.039404 = -498456.212536
  nChanged 117
		SP:Iteration 23Q (57569.980000 sec): 3 clusters
  Score: Raw -501332.216130 + Penalty 2830.039404 = -498502.176726
  nChanged 121
		SP:Iteration 24Q (57570.170000 sec): 3 clusters
  Score: Raw -501381.971956 + Penalty 2830.039404 = -498551.932552
  nChanged 120
		SP:Iteration 25Q (57570.400000 sec): 3 clusters
  Score: Raw -501429.390873 + Penalty 2830.039404 = -498599.351469
  nChanged 120
		SP:Iteration 26Q (57570.660000 sec): 3 clusters
  Score: Raw -501481.979314 + Penalty 2830.039404 = -498651.939910
  nChanged 140
		SP:Iteration 27Q (57570.820000 sec): 3 clusters
  Score: Raw -501550.514174 + Penalty 2830.039404 = -498720.474770
  nChanged 156
		SP:Iteration 28Q (57571.000000 sec): 3 clusters
  Score: Raw -501638.004629 + Penalty 2830.039404 = -498807.965225
  nChanged 151
		SP:Iteration 29Q (57571.190000 sec): 3 clusters
  Score: Raw -501720.774677 + Penalty 2830.039404 = -498890.735273
  nChanged 169
		SP:Iteration 30Q (57571.370000 sec): 3 clusters
  Score: Raw -501819.373890 + Penalty 2830.039404 = -498989.334486
  nChanged 137
		SP:Iteration 31Q (57571.540000 sec): 3 clusters
  Score: Raw -501895.572876 + Penalty 2830.039404 = -499065.533472
  nChanged 120
		SP:Iteration 32Q (57571.770000 sec): 3 clusters
  Score: Raw -501970.301670 + Penalty 2830.039404 = -499140.262266
  nChanged 126
		SP:Iteration 33Q (57572.020000 sec): 3 clusters
  Score: Raw -502043.741912 + Penalty 2830.039404 = -499213.702508
  nChanged 106
		SP:Iteration 34Q (57572.230000 sec): 3 clusters
  Score: Raw -502106.756852 + Penalty 2830.039404 = -499276.717448
  nChanged 87
		SP:Iteration 35Q (57572.440000 sec): 3 clusters
  Score: Raw -502164.873800 + Penalty 2830.039404 = -499334.834396
  nChanged 84
		SP:Iteration 36Q (57572.610000 sec): 3 clusters
  Score: Raw -502224.250344 + Penalty 2830.039404 = -499394.210940
  nChanged 64
		SP:Iteration 37Q (57572.750000 sec): 3 clusters
  Score: Raw -502273.616661 + Penalty 2830.039404 = -499443.577257
  nChanged 59
		SP:Iteration 38Q (57572.960000 sec): 3 clusters
  Score: Raw -502324.499865 + Penalty 2830.039404 = -499494.460461
  nChanged 38
		SP:Iteration 39Q (57573.120000 sec): 3 clusters
  Score: Raw -502366.934468 + Penalty 2830.039404 = -499536.895064
  nChanged 29
		SP:Iteration 40F (57573.330000 sec): 3 clusters
  Score: Raw -502397.623334 + Penalty 2830.039404 = -499567.583930
  nChanged 26
		SP:Iteration 41Q (57573.510000 sec): 3 clusters
  Score: Raw -502420.550549 + Penalty 2830.039404 = -499590.511145
  nChanged 21
		SP:Iteration 42Q (57573.690000 sec): 3 clusters
  Score: Raw -502442.118089 + Penalty 2830.039404 = -499612.078685
  nChanged 18
		SP:Iteration 43Q (57573.910000 sec): 3 clusters
  Score: Raw -502456.496773 + Penalty 2830.039404 = -499626.457369
  nChanged 11
		SP:Iteration 44Q (57574.160000 sec): 3 clusters
  Score: Raw -502466.924867 + Penalty 2830.039404 = -499636.885463
  nChanged 14
		SP:Iteration 45Q (57574.350000 sec): 3 clusters
  Score: Raw -502480.728372 + Penalty 2830.039404 = -499650.688968
  nChanged 14
		SP:Iteration 46Q (57574.550000 sec): 3 clusters
  Score: Raw -502490.628156 + Penalty 2830.039404 = -499660.588752
  nChanged 9
		SP:Iteration 47Q (57574.810000 sec): 3 clusters
  Score: Raw -502498.428645 + Penalty 2830.039404 = -499668.389240
  nChanged 6
		SP:Iteration 48Q (57575.010000 sec): 3 clusters
  Score: Raw -502501.024608 + Penalty 2830.039404 = -499670.985203
  nChanged 2
		SP:Iteration 49Q (57575.220000 sec): 3 clusters
  Score: Raw -502503.330632 + Penalty 2830.039404 = -499673.291228
  nChanged 6
		SP:Iteration 50Q (57575.400000 sec): 3 clusters
  Score: Raw -502506.414973 + Penalty 2830.039404 = -499676.375569
  nChanged 3
		SP:Iteration 51Q (57575.600000 sec): 3 clusters
  Score: Raw -502508.338920 + Penalty 2830.039404 = -499678.299516
  nChanged 2
		SP:Iteration 52Q (57575.750000 sec): 3 clusters
  Score: Raw -502509.332823 + Penalty 2830.039404 = -499679.293419
  nChanged 3
		SP:Iteration 53Q (57575.920000 sec): 3 clusters
  Score: Raw -502512.072063 + Penalty 2830.039404 = -499682.032659
  nChanged 4
		SP:Iteration 54Q (57576.110000 sec): 3 clusters
  Score: Raw -502514.019259 + Penalty 2830.039404 = -499683.979855
  nChanged 4
		SP:Iteration 55Q (57576.260000 sec): 3 clusters
  Score: Raw -502517.426845 + Penalty 2830.039404 = -499687.387441
  nChanged 4
		SP:Iteration 56Q (57576.430000 sec): 3 clusters
  Score: Raw -502520.671306 + Penalty 2830.039404 = -499690.631902
  nChanged 7
		SP:Iteration 57Q (57576.550000 sec): 3 clusters
  Score: Raw -502530.060242 + Penalty 2830.039404 = -499700.020838
  nChanged 11
		SP:Iteration 58Q (57576.690000 sec): 3 clusters
  Score: Raw -502540.828921 + Penalty 2830.039404 = -499710.789517
  nChanged 8
		SP:Iteration 59Q (57576.860000 sec): 3 clusters
  Score: Raw -502548.281470 + Penalty 2830.039404 = -499718.242065
  nChanged 7
		SP:Iteration 60F (57577.000000 sec): 3 clusters
  Score: Raw -502562.315164 + Penalty 2830.039404 = -499732.275760
  nChanged 7
		SP:Iteration 61Q (57577.190000 sec): 3 clusters
  Score: Raw -502576.991510 + Penalty 2830.039404 = -499746.952106
  nChanged 10
		SP:Iteration 62Q (57577.340000 sec): 3 clusters
  Score: Raw -502592.029922 + Penalty 2830.039404 = -499761.990518
  nChanged 7
		SP:Iteration 63Q (57577.490000 sec): 3 clusters
  Score: Raw -502602.632103 + Penalty 2830.039404 = -499772.592699
  nChanged 7
		SP:Iteration 64Q (57577.630000 sec): 3 clusters
  Score: Raw -502612.436742 + Penalty 2830.039404 = -499782.397338
  nChanged 6
		SP:Iteration 65Q (57577.770000 sec): 3 clusters
  Score: Raw -502617.751617 + Penalty 2830.039404 = -499787.712213
  nChanged 1
		SP:Iteration 66Q (57577.930000 sec): 3 clusters
  Score: Raw -502620.045229 + Penalty 2830.039404 = -499790.005825
  nChanged 3
		SP:Iteration 67Q (57578.130000 sec): 3 clusters
  Score: Raw -502622.367866 + Penalty 2830.039404 = -499792.328462
  nChanged 1
		SP:Iteration 68Q (57578.280000 sec): 3 clusters
  Score: Raw -502623.023803 + Penalty 2830.039404 = -499792.984399
  nChanged 1
		SP:Iteration 69Q (57578.410000 sec): 3 clusters
  Score: Raw -502623.967792 + Penalty 2830.039404 = -499793.928388
  nChanged 1
		SP:Iteration 70Q (57578.570000 sec): 3 clusters
  Score: Raw -502624.258999 + Penalty 2830.039404 = -499794.219595
  nChanged 0
		SP:Iteration 71F (57578.700000 sec): 3 clusters
  Score: Raw -502624.258999 + Penalty 2830.039404 = -499794.219595
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 69 (2970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57578.790000 sec): 2 clusters
  Score: Raw -231667.676823 + Penalty 1299.401550 = -230368.275273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57578.990000 sec): 3 clusters
  Score: Raw -230283.408755 + Penalty 2598.803100 = -227684.605655
  nChanged 1104
		SP:Iteration 1F (57579.120000 sec): 3 clusters
  Score: Raw -230927.293800 + Penalty 2598.803100 = -228328.490700
  nChanged 241
		SP:Iteration 2F (57579.250000 sec): 3 clusters
  Score: Raw -231094.106607 + Penalty 2598.803100 = -228495.303507
  nChanged 163
		SP:Iteration 3F (57579.380000 sec): 3 clusters
  Score: Raw -231215.256644 + Penalty 2598.803100 = -228616.453544
  nChanged 144
		SP:Iteration 4Q (57579.480000 sec): 3 clusters
  Score: Raw -231316.845458 + Penalty 2598.803100 = -228718.042358
  nChanged 118
		SP:Iteration 5Q (57579.640000 sec): 3 clusters
  Score: Raw -231390.822564 + Penalty 2598.803100 = -228792.019463
  nChanged 103
		SP:Iteration 6Q (57579.800000 sec): 3 clusters
  Score: Raw -231459.541552 + Penalty 2598.803100 = -228860.738451
  nChanged 90
		SP:Iteration 7Q (57579.960000 sec): 3 clusters
  Score: Raw -231521.618949 + Penalty 2598.803100 = -228922.815849
  nChanged 82
		SP:Iteration 8Q (57580.120000 sec): 3 clusters
  Score: Raw -231576.583021 + Penalty 2598.803100 = -228977.779921
  nChanged 76
		SP:Iteration 9Q (57580.280000 sec): 3 clusters
  Score: Raw -231634.566629 + Penalty 2598.803100 = -229035.763529
  nChanged 70
		SP:Iteration 10Q (57580.440000 sec): 3 clusters
  Score: Raw -231692.169211 + Penalty 2598.803100 = -229093.366110
  nChanged 61
		SP:Iteration 11Q (57580.600000 sec): 3 clusters
  Score: Raw -231742.882252 + Penalty 2598.803100 = -229144.079152
  nChanged 52
		SP:Iteration 12Q (57580.760000 sec): 3 clusters
  Score: Raw -231785.473382 + Penalty 2598.803100 = -229186.670281
  nChanged 45
		SP:Iteration 13Q (57580.920000 sec): 3 clusters
  Score: Raw -231817.564913 + Penalty 2598.803100 = -229218.761813
  nChanged 31
		SP:Iteration 14Q (57581.080000 sec): 3 clusters
  Score: Raw -231840.125725 + Penalty 2598.803100 = -229241.322624
  nChanged 20
		SP:Iteration 15Q (57581.240000 sec): 3 clusters
  Score: Raw -231853.624324 + Penalty 2598.803100 = -229254.821224
  nChanged 16
		SP:Iteration 16Q (57581.400000 sec): 3 clusters
  Score: Raw -231864.913805 + Penalty 2598.803100 = -229266.110704
  nChanged 16
		SP:Iteration 17Q (57581.560000 sec): 3 clusters
  Score: Raw -231875.185813 + Penalty 2598.803100 = -229276.382713
  nChanged 16
		SP:Iteration 18Q (57581.720000 sec): 3 clusters
  Score: Raw -231885.444474 + Penalty 2598.803100 = -229286.641374
  nChanged 13
		SP:Iteration 19Q (57581.880000 sec): 3 clusters
  Score: Raw -231892.334717 + Penalty 2598.803100 = -229293.531617
  nChanged 11
		SP:Iteration 20F (57582.040000 sec): 3 clusters
  Score: Raw -231897.347929 + Penalty 2598.803100 = -229298.544829
  nChanged 11
		SP:Iteration 21Q (57582.200000 sec): 3 clusters
  Score: Raw -231906.185314 + Penalty 2598.803100 = -229307.382214
  nChanged 18
		SP:Iteration 22Q (57582.360000 sec): 3 clusters
  Score: Raw -231913.935425 + Penalty 2598.803100 = -229315.132324
  nChanged 8
		SP:Iteration 23Q (57582.520000 sec): 3 clusters
  Score: Raw -231917.094788 + Penalty 2598.803100 = -229318.291688
  nChanged 9
		SP:Iteration 24Q (57582.680000 sec): 3 clusters
  Score: Raw -231925.316377 + Penalty 2598.803100 = -229326.513277
  nChanged 13
		SP:Iteration 25Q (57582.840000 sec): 3 clusters
  Score: Raw -231931.825539 + Penalty 2598.803100 = -229333.022439
  nChanged 11
		SP:Iteration 26Q (57583.000000 sec): 3 clusters
  Score: Raw -231936.192511 + Penalty 2598.803100 = -229337.389410
  nChanged 8
		SP:Iteration 27Q (57583.160000 sec): 3 clusters
  Score: Raw -231940.634504 + Penalty 2598.803100 = -229341.831404
  nChanged 8
		SP:Iteration 28Q (57583.320000 sec): 3 clusters
  Score: Raw -231946.593778 + Penalty 2598.803100 = -229347.790678
  nChanged 8
		SP:Iteration 29Q (57583.480000 sec): 3 clusters
  Score: Raw -231953.982078 + Penalty 2598.803100 = -229355.178977
  nChanged 4
		SP:Iteration 30Q (57583.640000 sec): 3 clusters
  Score: Raw -231956.297784 + Penalty 2598.803100 = -229357.494684
  nChanged 2
		SP:Iteration 31Q (57583.800000 sec): 3 clusters
  Score: Raw -231958.112412 + Penalty 2598.803100 = -229359.309312
  nChanged 0
		SP:Iteration 32F (57583.960000 sec): 3 clusters
  Score: Raw -231958.112412 + Penalty 2598.803100 = -229359.309312
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 70 (8179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57584.080000 sec): 2 clusters
  Score: Raw -658887.811156 + Penalty 1464.015341 = -657423.795816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57584.260000 sec): 3 clusters
  Score: Raw -654339.439352 + Penalty 2928.030681 = -651411.408671
  nChanged 3534
		SP:Iteration 1F (57584.440000 sec): 3 clusters
  Score: Raw -656346.962038 + Penalty 2928.030681 = -653418.931357
  nChanged 552
		SP:Iteration 2F (57584.610000 sec): 3 clusters
  Score: Raw -656652.323188 + Penalty 2928.030681 = -653724.292506
  nChanged 450
		SP:Iteration 3F (57584.790000 sec): 3 clusters
  Score: Raw -656910.056719 + Penalty 2928.030681 = -653982.026037
  nChanged 416
		SP:Iteration 4F (57584.970000 sec): 3 clusters
  Score: Raw -657170.806977 + Penalty 2928.030681 = -654242.776296
  nChanged 442
		SP:Iteration 5F (57585.140000 sec): 3 clusters
  Score: Raw -657463.900696 + Penalty 2928.030681 = -654535.870015
  nChanged 437
		SP:Iteration 6F (57585.310000 sec): 3 clusters
  Score: Raw -657780.613946 + Penalty 2928.030681 = -654852.583265
  nChanged 412
		SP:Iteration 7F (57585.480000 sec): 3 clusters
  Score: Raw -658044.845215 + Penalty 2928.030681 = -655116.814533
  nChanged 383
		SP:Iteration 8Q (57585.650000 sec): 3 clusters
  Score: Raw -658258.015189 + Penalty 2928.030681 = -655329.984508
  nChanged 304
		SP:Iteration 9Q (57585.820000 sec): 3 clusters
  Score: Raw -658406.927474 + Penalty 2928.030681 = -655478.896793
  nChanged 237
		SP:Iteration 10Q (57585.980000 sec): 3 clusters
  Score: Raw -658500.863925 + Penalty 2928.030681 = -655572.833244
  nChanged 175
		SP:Iteration 11Q (57586.220000 sec): 3 clusters
  Score: Raw -658559.687775 + Penalty 2928.030681 = -655631.657094
  nChanged 136
		SP:Iteration 12Q (57586.380000 sec): 3 clusters
  Score: Raw -658598.621383 + Penalty 2928.030681 = -655670.590702
  nChanged 101
		SP:Iteration 13Q (57586.580000 sec): 3 clusters
  Score: Raw -658621.479750 + Penalty 2928.030681 = -655693.449069
  nChanged 70
		SP:Iteration 14Q (57586.780000 sec): 3 clusters
  Score: Raw -658635.181601 + Penalty 2928.030681 = -655707.150920
  nChanged 40
		SP:Iteration 15Q (57587.070000 sec): 3 clusters
  Score: Raw -658642.702341 + Penalty 2928.030681 = -655714.671660
  nChanged 35
		SP:Iteration 16Q (57587.260000 sec): 3 clusters
  Score: Raw -658649.181781 + Penalty 2928.030681 = -655721.151100
  nChanged 35
		SP:Iteration 17Q (57587.430000 sec): 3 clusters
  Score: Raw -658656.255134 + Penalty 2928.030681 = -655728.224452
  nChanged 28
		SP:Iteration 18Q (57587.630000 sec): 3 clusters
  Score: Raw -658661.784992 + Penalty 2928.030681 = -655733.754311
  nChanged 27
		SP:Iteration 19Q (57587.780000 sec): 3 clusters
  Score: Raw -658666.456051 + Penalty 2928.030681 = -655738.425369
  nChanged 19
		SP:Iteration 20F (57587.960000 sec): 3 clusters
  Score: Raw -658669.125002 + Penalty 2928.030681 = -655741.094321
  nChanged 11
		SP:Iteration 21Q (57588.160000 sec): 3 clusters
  Score: Raw -658670.878489 + Penalty 2928.030681 = -655742.847808
  nChanged 9
		SP:Iteration 22Q (57588.290000 sec): 3 clusters
  Score: Raw -658672.168877 + Penalty 2928.030681 = -655744.138196
  nChanged 6
		SP:Iteration 23Q (57588.460000 sec): 3 clusters
  Score: Raw -658673.108978 + Penalty 2928.030681 = -655745.078297
  nChanged 9
		SP:Iteration 24Q (57588.630000 sec): 3 clusters
  Score: Raw -658674.292438 + Penalty 2928.030681 = -655746.261757
  nChanged 6
		SP:Iteration 25Q (57588.800000 sec): 3 clusters
  Score: Raw -658674.813579 + Penalty 2928.030681 = -655746.782898
  nChanged 4
		SP:Iteration 26Q (57588.970000 sec): 3 clusters
  Score: Raw -658675.387543 + Penalty 2928.030681 = -655747.356861
  nChanged 5
		SP:Iteration 27Q (57589.140000 sec): 3 clusters
  Score: Raw -658675.935939 + Penalty 2928.030681 = -655747.905258
  nChanged 2
		SP:Iteration 28Q (57589.310000 sec): 3 clusters
  Score: Raw -658676.108542 + Penalty 2928.030681 = -655748.077861
  nChanged 1
		SP:Iteration 29Q (57589.480000 sec): 3 clusters
  Score: Raw -658676.227543 + Penalty 2928.030681 = -655748.196862
  nChanged 2
		SP:Iteration 30Q (57589.650000 sec): 3 clusters
  Score: Raw -658676.454790 + Penalty 2928.030681 = -655748.424109
  nChanged 2
		SP:Iteration 31Q (57589.830000 sec): 3 clusters
  Score: Raw -658676.750441 + Penalty 2928.030681 = -655748.719760
  nChanged 2
		SP:Iteration 32Q (57590.000000 sec): 3 clusters
  Score: Raw -658676.984116 + Penalty 2928.030681 = -655748.953435
  nChanged 1
		SP:Iteration 33Q (57590.180000 sec): 3 clusters
  Score: Raw -658677.028571 + Penalty 2928.030681 = -655748.997890
  nChanged 1
		SP:Iteration 34Q (57590.400000 sec): 3 clusters
  Score: Raw -658677.099938 + Penalty 2928.030681 = -655749.069257
  nChanged 0
		SP:Iteration 35F (57590.650000 sec): 3 clusters
  Score: Raw -658677.099938 + Penalty 2928.030681 = -655749.069257
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 71 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57590.740000 sec): 2 clusters
  Score: Raw -22520.273555 + Penalty 896.586096 = -21623.687460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57590.940000 sec): 3 clusters
  Score: Raw -22601.427573 + Penalty 1793.172191 = -20808.255382
  nChanged 38
		SP:Iteration 1F (57591.110000 sec): 3 clusters
  Score: Raw -22697.181666 + Penalty 1793.172191 = -20904.009475
  nChanged 6
		SP:Iteration 2Q (57591.280000 sec): 3 clusters
  Score: Raw -22710.516275 + Penalty 1793.172191 = -20917.344083
  nChanged 1
		SP:Iteration 3Q (57591.460000 sec): 3 clusters
  Score: Raw -22714.122570 + Penalty 1793.172191 = -20920.950379
  nChanged 0
		SP:Iteration 4F (57591.610000 sec): 3 clusters
  Score: Raw -22714.122570 + Penalty 1793.172191 = -20920.950379
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 72 (2837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57591.780000 sec): 2 clusters
  Score: Raw -230335.536431 + Penalty 1291.956646 = -229043.579785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57591.960000 sec): 3 clusters
  Score: Raw -229020.010495 + Penalty 2583.913291 = -226436.097203
  nChanged 1068
		SP:Iteration 1F (57592.120000 sec): 3 clusters
  Score: Raw -229658.708729 + Penalty 2583.913291 = -227074.795438
  nChanged 229
		SP:Iteration 2F (57592.370000 sec): 3 clusters
  Score: Raw -229854.237583 + Penalty 2583.913291 = -227270.324292
  nChanged 200
		SP:Iteration 3F (57592.540000 sec): 3 clusters
  Score: Raw -230087.572615 + Penalty 2583.913291 = -227503.659324
  nChanged 210
		SP:Iteration 4F (57592.690000 sec): 3 clusters
  Score: Raw -230313.925340 + Penalty 2583.913291 = -227730.012048
  nChanged 202
		SP:Iteration 5F (57592.870000 sec): 3 clusters
  Score: Raw -230559.013289 + Penalty 2583.913291 = -227975.099998
  nChanged 193
		SP:Iteration 6F (57593.050000 sec): 3 clusters
  Score: Raw -230773.160073 + Penalty 2583.913291 = -228189.246781
  nChanged 168
		SP:Iteration 7F (57593.210000 sec): 3 clusters
  Score: Raw -230932.992476 + Penalty 2583.913291 = -228349.079184
  nChanged 111
		SP:Iteration 8Q (57593.390000 sec): 3 clusters
  Score: Raw -231019.474985 + Penalty 2583.913291 = -228435.561694
  nChanged 72
		SP:Iteration 9Q (57593.520000 sec): 3 clusters
  Score: Raw -231063.057806 + Penalty 2583.913291 = -228479.144514
  nChanged 46
		SP:Iteration 10Q (57593.720000 sec): 3 clusters
  Score: Raw -231088.387894 + Penalty 2583.913291 = -228504.474602
  nChanged 30
		SP:Iteration 11Q (57593.860000 sec): 3 clusters
  Score: Raw -231104.105660 + Penalty 2583.913291 = -228520.192369
  nChanged 18
		SP:Iteration 12Q (57594.090000 sec): 3 clusters
  Score: Raw -231114.170760 + Penalty 2583.913291 = -228530.257469
  nChanged 14
		SP:Iteration 13Q (57594.210000 sec): 3 clusters
  Score: Raw -231122.269135 + Penalty 2583.913291 = -228538.355844
  nChanged 13
		SP:Iteration 14Q (57594.400000 sec): 3 clusters
  Score: Raw -231127.712931 + Penalty 2583.913291 = -228543.799640
  nChanged 12
		SP:Iteration 15Q (57594.600000 sec): 3 clusters
  Score: Raw -231134.818308 + Penalty 2583.913291 = -228550.905016
  nChanged 10
		SP:Iteration 16Q (57594.780000 sec): 3 clusters
  Score: Raw -231139.580284 + Penalty 2583.913291 = -228555.666992
  nChanged 4
		SP:Iteration 17Q (57594.930000 sec): 3 clusters
  Score: Raw -231141.431614 + Penalty 2583.913291 = -228557.518322
  nChanged 3
		SP:Iteration 18Q (57595.130000 sec): 3 clusters
  Score: Raw -231143.096394 + Penalty 2583.913291 = -228559.183103
  nChanged 0
		SP:Iteration 19F (57595.310000 sec): 3 clusters
  Score: Raw -231143.096394 + Penalty 2583.913291 = -228559.183103
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 73 (7978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57595.440000 sec): 2 clusters
  Score: Raw -668290.114584 + Penalty 1459.971993 = -666830.142591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57595.660000 sec): 3 clusters
  Score: Raw -663931.436080 + Penalty 2919.943986 = -661011.492095
  nChanged 3332
		SP:Iteration 1F (57595.920000 sec): 3 clusters
  Score: Raw -665842.228782 + Penalty 2919.943986 = -662922.284797
  nChanged 640
		SP:Iteration 2F (57596.160000 sec): 3 clusters
  Score: Raw -666243.711557 + Penalty 2919.943986 = -663323.767571
  nChanged 535
		SP:Iteration 3F (57596.390000 sec): 3 clusters
  Score: Raw -666619.511620 + Penalty 2919.943986 = -663699.567634
  nChanged 488
		SP:Iteration 4F (57596.590000 sec): 3 clusters
  Score: Raw -666984.081449 + Penalty 2919.943986 = -664064.137463
  nChanged 490
		SP:Iteration 5F (57596.870000 sec): 3 clusters
  Score: Raw -667322.729731 + Penalty 2919.943986 = -664402.785745
  nChanged 470
		SP:Iteration 6F (57597.160000 sec): 3 clusters
  Score: Raw -667659.411293 + Penalty 2919.943986 = -664739.467308
  nChanged 416
		SP:Iteration 7F (57597.400000 sec): 3 clusters
  Score: Raw -667956.890625 + Penalty 2919.943986 = -665036.946640
  nChanged 354
		SP:Iteration 8Q (57597.640000 sec): 3 clusters
  Score: Raw -668216.440603 + Penalty 2919.943986 = -665296.496618
  nChanged 315
		SP:Iteration 9Q (57597.910000 sec): 3 clusters
  Score: Raw -668473.117890 + Penalty 2919.943986 = -665553.173905
  nChanged 247
		SP:Iteration 10Q (57598.150000 sec): 3 clusters
  Score: Raw -668649.070003 + Penalty 2919.943986 = -665729.126017
  nChanged 201
		SP:Iteration 11Q (57598.380000 sec): 3 clusters
  Score: Raw -668737.258363 + Penalty 2919.943986 = -665817.314377
  nChanged 129
		SP:Iteration 12Q (57598.620000 sec): 3 clusters
  Score: Raw -668773.844504 + Penalty 2919.943986 = -665853.900519
  nChanged 83
		SP:Iteration 13Q (57598.910000 sec): 3 clusters
  Score: Raw -668793.031731 + Penalty 2919.943986 = -665873.087746
  nChanged 70
		SP:Iteration 14Q (57599.150000 sec): 3 clusters
  Score: Raw -668809.386919 + Penalty 2919.943986 = -665889.442934
  nChanged 51
		SP:Iteration 15Q (57599.350000 sec): 3 clusters
  Score: Raw -668819.500929 + Penalty 2919.943986 = -665899.556943
  nChanged 36
		SP:Iteration 16Q (57599.620000 sec): 3 clusters
  Score: Raw -668827.751333 + Penalty 2919.943986 = -665907.807347
  nChanged 38
		SP:Iteration 17Q (57599.860000 sec): 3 clusters
  Score: Raw -668834.561643 + Penalty 2919.943986 = -665914.617657
  nChanged 28
		SP:Iteration 18Q (57600.140000 sec): 3 clusters
  Score: Raw -668839.065724 + Penalty 2919.943986 = -665919.121739
  nChanged 23
		SP:Iteration 19Q (57600.440000 sec): 3 clusters
  Score: Raw -668843.071894 + Penalty 2919.943986 = -665923.127908
  nChanged 18
		SP:Iteration 20F (57600.700000 sec): 3 clusters
  Score: Raw -668847.585254 + Penalty 2919.943986 = -665927.641268
  nChanged 18
		SP:Iteration 21Q (57600.880000 sec): 3 clusters
  Score: Raw -668850.242156 + Penalty 2919.943986 = -665930.298171
  nChanged 14
		SP:Iteration 22Q (57601.090000 sec): 3 clusters
  Score: Raw -668851.864368 + Penalty 2919.943986 = -665931.920382
  nChanged 14
		SP:Iteration 23Q (57601.290000 sec): 3 clusters
  Score: Raw -668853.882410 + Penalty 2919.943986 = -665933.938425
  nChanged 9
		SP:Iteration 24Q (57601.510000 sec): 3 clusters
  Score: Raw -668855.444862 + Penalty 2919.943986 = -665935.500877
  nChanged 9
		SP:Iteration 25Q (57601.730000 sec): 3 clusters
  Score: Raw -668856.549367 + Penalty 2919.943986 = -665936.605382
  nChanged 9
		SP:Iteration 26Q (57601.960000 sec): 3 clusters
  Score: Raw -668857.497042 + Penalty 2919.943986 = -665937.553057
  nChanged 7
		SP:Iteration 27Q (57602.140000 sec): 3 clusters
  Score: Raw -668858.126276 + Penalty 2919.943986 = -665938.182291
  nChanged 5
		SP:Iteration 28Q (57602.350000 sec): 3 clusters
  Score: Raw -668858.636703 + Penalty 2919.943986 = -665938.692717
  nChanged 6
		SP:Iteration 29Q (57602.610000 sec): 3 clusters
  Score: Raw -668859.435167 + Penalty 2919.943986 = -665939.491182
  nChanged 3
		SP:Iteration 30Q (57602.830000 sec): 3 clusters
  Score: Raw -668859.793037 + Penalty 2919.943986 = -665939.849051
  nChanged 2
		SP:Iteration 31Q (57603.050000 sec): 3 clusters
  Score: Raw -668859.937500 + Penalty 2919.943986 = -665939.993514
  nChanged 1
		SP:Iteration 32Q (57603.310000 sec): 3 clusters
  Score: Raw -668860.053001 + Penalty 2919.943986 = -665940.109015
  nChanged 1
		SP:Iteration 33Q (57603.630000 sec): 3 clusters
  Score: Raw -668860.080499 + Penalty 2919.943986 = -665940.136514
  nChanged 0
		SP:Iteration 34F (57603.880000 sec): 3 clusters
  Score: Raw -668860.080499 + Penalty 2919.943986 = -665940.136514
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 74 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57604.030000 sec): 2 clusters
  Score: Raw -37802.525888 + Penalty 998.778504 = -36803.747384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57604.210000 sec): 3 clusters
  Score: Raw -37749.059553 + Penalty 1997.557009 = -35751.502545
  nChanged 102
		SP:Iteration 1F (57604.380000 sec): 3 clusters
  Score: Raw -37908.450533 + Penalty 1997.557009 = -35910.893524
  nChanged 27
		SP:Iteration 2F (57604.550000 sec): 3 clusters
  Score: Raw -37952.555541 + Penalty 1997.557009 = -35954.998532
  nChanged 15
		SP:Iteration 3Q (57604.720000 sec): 3 clusters
  Score: Raw -37980.447237 + Penalty 1997.557009 = -35982.890229
  nChanged 6
		SP:Iteration 4Q (57604.890000 sec): 3 clusters
  Score: Raw -37991.797338 + Penalty 1997.557009 = -35994.240330
  nChanged 3
		SP:Iteration 5Q (57605.060000 sec): 3 clusters
  Score: Raw -38001.926020 + Penalty 1997.557009 = -36004.369011
  nChanged 4
		SP:Iteration 6Q (57605.230000 sec): 3 clusters
  Score: Raw -38010.185578 + Penalty 1997.557009 = -36012.628569
  nChanged 1
		SP:Iteration 7Q (57605.490000 sec): 3 clusters
  Score: Raw -38012.571793 + Penalty 1997.557009 = -36015.014785
  nChanged 1
		SP:Iteration 8Q (57605.670000 sec): 3 clusters
  Score: Raw -38012.975759 + Penalty 1997.557009 = -36015.418751
  nChanged 0
		SP:Iteration 9F (57605.860000 sec): 3 clusters
  Score: Raw -38012.975759 + Penalty 1997.557009 = -36015.418751
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 75 (921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57605.950000 sec): 2 clusters
  Score: Raw -77158.401394 + Penalty 1109.137256 = -76049.264138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57606.130000 sec): 3 clusters
  Score: Raw -76901.006811 + Penalty 2218.274512 = -74682.732300
  nChanged 257
		SP:Iteration 1F (57606.320000 sec): 3 clusters
  Score: Raw -77166.881995 + Penalty 2218.274512 = -74948.607483
  nChanged 61
		SP:Iteration 2F (57606.510000 sec): 3 clusters
  Score: Raw -77248.628680 + Penalty 2218.274512 = -75030.354168
  nChanged 42
		SP:Iteration 3Q (57606.680000 sec): 3 clusters
  Score: Raw -77297.693520 + Penalty 2218.274512 = -75079.419008
  nChanged 23
		SP:Iteration 4Q (57606.860000 sec): 3 clusters
  Score: Raw -77326.839795 + Penalty 2218.274512 = -75108.565283
  nChanged 23
		SP:Iteration 5Q (57607.030000 sec): 3 clusters
  Score: Raw -77355.007758 + Penalty 2218.274512 = -75136.733246
  nChanged 10
		SP:Iteration 6Q (57607.220000 sec): 3 clusters
  Score: Raw -77365.322316 + Penalty 2218.274512 = -75147.047804
  nChanged 11
		SP:Iteration 7Q (57607.360000 sec): 3 clusters
  Score: Raw -77379.008228 + Penalty 2218.274512 = -75160.733716
  nChanged 11
		SP:Iteration 8Q (57607.490000 sec): 3 clusters
  Score: Raw -77389.221585 + Penalty 2218.274512 = -75170.947073
  nChanged 7
		SP:Iteration 9Q (57607.610000 sec): 3 clusters
  Score: Raw -77396.845607 + Penalty 2218.274512 = -75178.571095
  nChanged 3
		SP:Iteration 10Q (57607.800000 sec): 3 clusters
  Score: Raw -77399.474600 + Penalty 2218.274512 = -75181.200088
  nChanged 2
		SP:Iteration 11Q (57607.930000 sec): 3 clusters
  Score: Raw -77401.880449 + Penalty 2218.274512 = -75183.605937
  nChanged 0
		SP:Iteration 12F (57608.100000 sec): 3 clusters
  Score: Raw -77401.880449 + Penalty 2218.274512 = -75183.605937
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 76 (205505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57609.220000 sec): 2 clusters
  Score: Raw -18435543.392847 + Penalty 1987.899167 = -18433555.493680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57610.330000 sec): 3 clusters
  Score: Raw -18299328.023201 + Penalty 3975.798334 = -18295352.224867
  nChanged 99612
		SP:Iteration 1F (57611.610000 sec): 3 clusters
  Score: Raw -18358661.016069 + Penalty 3975.798334 = -18354685.217734
  nChanged 5942
		SP:Iteration 2Q (57612.980000 sec): 3 clusters
  Score: Raw -18360076.134083 + Penalty 3975.798334 = -18356100.335749
  nChanged 7100
		SP:Iteration 3Q (57614.390000 sec): 3 clusters
  Score: Raw -18362265.852136 + Penalty 3975.798334 = -18358290.053802
  nChanged 8708
		SP:Iteration 4Q (57615.750000 sec): 3 clusters
  Score: Raw -18365845.315069 + Penalty 3975.798334 = -18361869.516735
  nChanged 11163
		SP:Iteration 5F (57617.020000 sec): 3 clusters
  Score: Raw -18371873.401142 + Penalty 3975.798334 = -18367897.602808
  nChanged 13660
		SP:Iteration 6F (57618.330000 sec): 3 clusters
  Score: Raw -18381161.563090 + Penalty 3975.798334 = -18377185.764756
  nChanged 15022
		SP:Iteration 7F (57619.550000 sec): 3 clusters
  Score: Raw -18393059.978337 + Penalty 3975.798334 = -18389084.180003
  nChanged 13657
		SP:Iteration 8F (57620.900000 sec): 3 clusters
  Score: Raw -18404569.129056 + Penalty 3975.798334 = -18400593.330722
  nChanged 10384
		SP:Iteration 9F (57622.130000 sec): 3 clusters
  Score: Raw -18413122.807735 + Penalty 3975.798334 = -18409147.009401
  nChanged 7266
		SP:Iteration 10Q (57623.490000 sec): 3 clusters
  Score: Raw -18418636.852688 + Penalty 3975.798334 = -18414661.054354
  nChanged 5178
		SP:Iteration 11Q (57624.750000 sec): 3 clusters
  Score: Raw -18422259.459494 + Penalty 3975.798334 = -18418283.661160
  nChanged 3937
		SP:Iteration 12Q (57625.970000 sec): 3 clusters
  Score: Raw -18424799.249536 + Penalty 3975.798334 = -18420823.451202
  nChanged 3261
		SP:Iteration 13Q (57627.350000 sec): 3 clusters
  Score: Raw -18426865.991789 + Penalty 3975.798334 = -18422890.193455
  nChanged 2755
		SP:Iteration 14Q (57628.670000 sec): 3 clusters
  Score: Raw -18428575.293415 + Penalty 3975.798334 = -18424599.495081
  nChanged 2319
		SP:Iteration 15Q (57630.000000 sec): 3 clusters
  Score: Raw -18430032.414642 + Penalty 3975.798334 = -18426056.616308
  nChanged 1950
		SP:Iteration 16Q (57631.330000 sec): 3 clusters
  Score: Raw -18431251.767317 + Penalty 3975.798334 = -18427275.968983
  nChanged 1625
		SP:Iteration 17Q (57632.510000 sec): 3 clusters
  Score: Raw -18432270.981963 + Penalty 3975.798334 = -18428295.183629
  nChanged 1324
		SP:Iteration 18Q (57633.660000 sec): 3 clusters
  Score: Raw -18433090.217946 + Penalty 3975.798334 = -18429114.419612
  nChanged 1051
		SP:Iteration 19Q (57634.800000 sec): 3 clusters
  Score: Raw -18433757.581402 + Penalty 3975.798334 = -18429781.783067
  nChanged 857
		SP:Iteration 20F (57636.140000 sec): 3 clusters
  Score: Raw -18434316.265615 + Penalty 3975.798334 = -18430340.467281
  nChanged 661
		SP:Iteration 21Q (57637.390000 sec): 3 clusters
  Score: Raw -18434711.608018 + Penalty 3975.798334 = -18430735.809684
  nChanged 518
		SP:Iteration 22Q (57638.570000 sec): 3 clusters
  Score: Raw -18435000.200769 + Penalty 3975.798334 = -18431024.402435
  nChanged 387
		SP:Iteration 23Q (57639.750000 sec): 3 clusters
  Score: Raw -18435203.067144 + Penalty 3975.798334 = -18431227.268810
  nChanged 300
		SP:Iteration 24Q (57640.990000 sec): 3 clusters
  Score: Raw -18435356.591747 + Penalty 3975.798334 = -18431380.793413
  nChanged 246
		SP:Iteration 25Q (57642.140000 sec): 3 clusters
  Score: Raw -18435473.490184 + Penalty 3975.798334 = -18431497.691850
  nChanged 195
		SP:Iteration 26Q (57643.350000 sec): 3 clusters
  Score: Raw -18435571.408383 + Penalty 3975.798334 = -18431595.610049
  nChanged 169
		SP:Iteration 27Q (57644.490000 sec): 3 clusters
  Score: Raw -18435654.727165 + Penalty 3975.798334 = -18431678.928831
  nChanged 134
		SP:Iteration 28Q (57645.660000 sec): 3 clusters
  Score: Raw -18435721.997051 + Penalty 3975.798334 = -18431746.198717
  nChanged 102
		SP:Iteration 29Q (57647.170000 sec): 3 clusters
  Score: Raw -18435769.026037 + Penalty 3975.798334 = -18431793.227703
  nChanged 80
		SP:Iteration 30Q (57648.680000 sec): 3 clusters
  Score: Raw -18435796.809551 + Penalty 3975.798334 = -18431821.011217
  nChanged 63
		SP:Iteration 31Q (57650.080000 sec): 3 clusters
  Score: Raw -18435822.259073 + Penalty 3975.798334 = -18431846.460739
  nChanged 63
		SP:Iteration 32Q (57651.520000 sec): 3 clusters
  Score: Raw -18435849.810238 + Penalty 3975.798334 = -18431874.011904
  nChanged 57
		SP:Iteration 33Q (57652.960000 sec): 3 clusters
  Score: Raw -18435875.359767 + Penalty 3975.798334 = -18431899.561433
  nChanged 50
		SP:Iteration 34Q (57654.380000 sec): 3 clusters
  Score: Raw -18435897.810063 + Penalty 3975.798334 = -18431922.011729
  nChanged 39
		SP:Iteration 35Q (57655.550000 sec): 3 clusters
  Score: Raw -18435913.222831 + Penalty 3975.798334 = -18431937.424496
  nChanged 28
		SP:Iteration 36Q (57656.780000 sec): 3 clusters
  Score: Raw -18435922.612770 + Penalty 3975.798334 = -18431946.814436
  nChanged 24
		SP:Iteration 37Q (57657.970000 sec): 3 clusters
  Score: Raw -18435930.915884 + Penalty 3975.798334 = -18431955.117550
  nChanged 23
		SP:Iteration 38Q (57659.170000 sec): 3 clusters
  Score: Raw -18435938.434872 + Penalty 3975.798334 = -18431962.636538
  nChanged 23
		SP:Iteration 39Q (57660.330000 sec): 3 clusters
  Score: Raw -18435946.430550 + Penalty 3975.798334 = -18431970.632216
  nChanged 13
		SP:Iteration 40F (57661.630000 sec): 3 clusters
  Score: Raw -18435950.796272 + Penalty 3975.798334 = -18431974.997938
  nChanged 10
		SP:Iteration 41Q (57662.810000 sec): 3 clusters
  Score: Raw -18435954.909098 + Penalty 3975.798334 = -18431979.110764
  nChanged 7
		SP:Iteration 42Q (57664.090000 sec): 3 clusters
  Score: Raw -18435957.335077 + Penalty 3975.798334 = -18431981.536743
  nChanged 5
		SP:Iteration 43Q (57665.330000 sec): 3 clusters
  Score: Raw -18435958.976611 + Penalty 3975.798334 = -18431983.178276
  nChanged 3
		SP:Iteration 44Q (57666.540000 sec): 3 clusters
  Score: Raw -18435959.873337 + Penalty 3975.798334 = -18431984.075002
  nChanged 4
		SP:Iteration 45Q (57667.750000 sec): 3 clusters
  Score: Raw -18435960.748684 + Penalty 3975.798334 = -18431984.950350
  nChanged 1
		SP:Iteration 46Q (57668.860000 sec): 3 clusters
  Score: Raw -18435961.417935 + Penalty 3975.798334 = -18431985.619601
  nChanged 3
		SP:Iteration 47Q (57670.170000 sec): 3 clusters
  Score: Raw -18435962.618046 + Penalty 3975.798334 = -18431986.819712
  nChanged 0
		SP:Iteration 48F (57671.380000 sec): 3 clusters
  Score: Raw -18435962.618046 + Penalty 3975.798334 = -18431986.819712
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 77 (14975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57671.630000 sec): 2 clusters
  Score: Raw -1171773.697606 + Penalty 1562.297331 = -1170211.400275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57671.950000 sec): 3 clusters
  Score: Raw -1162958.795278 + Penalty 3124.594662 = -1159834.200615
  nChanged 6664
		SP:Iteration 1F (57672.190000 sec): 3 clusters
  Score: Raw -1166668.134490 + Penalty 3124.594662 = -1163543.539828
  nChanged 901
		SP:Iteration 2F (57672.450000 sec): 3 clusters
  Score: Raw -1167040.317216 + Penalty 3124.594662 = -1163915.722554
  nChanged 745
		SP:Iteration 3Q (57672.710000 sec): 3 clusters
  Score: Raw -1167316.472910 + Penalty 3124.594662 = -1164191.878247
  nChanged 656
		SP:Iteration 4Q (57672.970000 sec): 3 clusters
  Score: Raw -1167570.577291 + Penalty 3124.594662 = -1164445.982629
  nChanged 584
		SP:Iteration 5Q (57673.280000 sec): 3 clusters
  Score: Raw -1167791.404656 + Penalty 3124.594662 = -1164666.809994
  nChanged 584
		SP:Iteration 6Q (57673.560000 sec): 3 clusters
  Score: Raw -1168042.928842 + Penalty 3124.594662 = -1164918.334180
  nChanged 557
		SP:Iteration 7Q (57673.840000 sec): 3 clusters
  Score: Raw -1168275.327631 + Penalty 3124.594662 = -1165150.732969
  nChanged 531
		SP:Iteration 8Q (57674.140000 sec): 3 clusters
  Score: Raw -1168515.593794 + Penalty 3124.594662 = -1165390.999132
  nChanged 553
		SP:Iteration 9Q (57674.480000 sec): 3 clusters
  Score: Raw -1168782.947724 + Penalty 3124.594662 = -1165658.353062
  nChanged 553
		SP:Iteration 10Q (57674.790000 sec): 3 clusters
  Score: Raw -1169096.711637 + Penalty 3124.594662 = -1165972.116975
  nChanged 593
		SP:Iteration 11Q (57675.060000 sec): 3 clusters
  Score: Raw -1169431.560880 + Penalty 3124.594662 = -1166306.966217
  nChanged 557
		SP:Iteration 12Q (57675.390000 sec): 3 clusters
  Score: Raw -1169736.389770 + Penalty 3124.594662 = -1166611.795108
  nChanged 512
		SP:Iteration 13Q (57675.620000 sec): 3 clusters
  Score: Raw -1170017.673442 + Penalty 3124.594662 = -1166893.078780
  nChanged 422
		SP:Iteration 14Q (57675.880000 sec): 3 clusters
  Score: Raw -1170244.052161 + Penalty 3124.594662 = -1167119.457499
  nChanged 371
		SP:Iteration 15Q (57676.150000 sec): 3 clusters
  Score: Raw -1170418.152170 + Penalty 3124.594662 = -1167293.557507
  nChanged 306
		SP:Iteration 16Q (57676.450000 sec): 3 clusters
  Score: Raw -1170549.137214 + Penalty 3124.594662 = -1167424.542551
  nChanged 266
		SP:Iteration 17Q (57676.740000 sec): 3 clusters
  Score: Raw -1170662.237428 + Penalty 3124.594662 = -1167537.642766
  nChanged 230
		SP:Iteration 18Q (57677.000000 sec): 3 clusters
  Score: Raw -1170760.327931 + Penalty 3124.594662 = -1167635.733268
  nChanged 220
		SP:Iteration 19Q (57677.240000 sec): 3 clusters
  Score: Raw -1170855.889456 + Penalty 3124.594662 = -1167731.294793
  nChanged 212
		SP:Iteration 20F (57677.490000 sec): 3 clusters
  Score: Raw -1170957.283345 + Penalty 3124.594662 = -1167832.688683
  nChanged 212
		SP:Iteration 21Q (57677.720000 sec): 3 clusters
  Score: Raw -1171059.263633 + Penalty 3124.594662 = -1167934.668971
  nChanged 217
		SP:Iteration 22Q (57677.980000 sec): 3 clusters
  Score: Raw -1171172.974050 + Penalty 3124.594662 = -1168048.379388
  nChanged 208
		SP:Iteration 23Q (57678.250000 sec): 3 clusters
  Score: Raw -1171288.039689 + Penalty 3124.594662 = -1168163.445027
  nChanged 206
		SP:Iteration 24Q (57678.570000 sec): 3 clusters
  Score: Raw -1171405.883476 + Penalty 3124.594662 = -1168281.288814
  nChanged 191
		SP:Iteration 25Q (57678.850000 sec): 3 clusters
  Score: Raw -1171517.130951 + Penalty 3124.594662 = -1168392.536289
  nChanged 164
		SP:Iteration 26Q (57679.150000 sec): 3 clusters
  Score: Raw -1171597.860261 + Penalty 3124.594662 = -1168473.265599
  nChanged 117
		SP:Iteration 27Q (57679.420000 sec): 3 clusters
  Score: Raw -1171642.572080 + Penalty 3124.594662 = -1168517.977418
  nChanged 108
		SP:Iteration 28Q (57679.740000 sec): 3 clusters
  Score: Raw -1171679.072812 + Penalty 3124.594662 = -1168554.478149
  nChanged 89
		SP:Iteration 29Q (57680.010000 sec): 3 clusters
  Score: Raw -1171712.770403 + Penalty 3124.594662 = -1168588.175741
  nChanged 93
		SP:Iteration 30Q (57680.290000 sec): 3 clusters
  Score: Raw -1171747.061571 + Penalty 3124.594662 = -1168622.466909
  nChanged 86
		SP:Iteration 31Q (57680.510000 sec): 3 clusters
  Score: Raw -1171774.758248 + Penalty 3124.594662 = -1168650.163585
  nChanged 78
		SP:Iteration 32Q (57680.830000 sec): 3 clusters
  Score: Raw -1171803.502847 + Penalty 3124.594662 = -1168678.908184
  nChanged 86
		SP:Iteration 33Q (57681.060000 sec): 3 clusters
  Score: Raw -1171839.659621 + Penalty 3124.594662 = -1168715.064959
  nChanged 76
		SP:Iteration 34Q (57681.300000 sec): 3 clusters
  Score: Raw -1171875.878682 + Penalty 3124.594662 = -1168751.284020
  nChanged 70
		SP:Iteration 35Q (57681.570000 sec): 3 clusters
  Score: Raw -1171906.909769 + Penalty 3124.594662 = -1168782.315106
  nChanged 77
		SP:Iteration 36Q (57681.820000 sec): 3 clusters
  Score: Raw -1171941.433051 + Penalty 3124.594662 = -1168816.838388
  nChanged 65
		SP:Iteration 37Q (57682.130000 sec): 3 clusters
  Score: Raw -1171966.704115 + Penalty 3124.594662 = -1168842.109452
  nChanged 60
		SP:Iteration 38Q (57682.360000 sec): 3 clusters
  Score: Raw -1171991.283685 + Penalty 3124.594662 = -1168866.689023
  nChanged 59
		SP:Iteration 39Q (57682.640000 sec): 3 clusters
  Score: Raw -1172016.779958 + Penalty 3124.594662 = -1168892.185296
  nChanged 51
		SP:Iteration 40F (57682.920000 sec): 3 clusters
  Score: Raw -1172039.528593 + Penalty 3124.594662 = -1168914.933930
  nChanged 50
		SP:Iteration 41Q (57683.140000 sec): 3 clusters
  Score: Raw -1172058.999684 + Penalty 3124.594662 = -1168934.405021
  nChanged 44
		SP:Iteration 42Q (57683.380000 sec): 3 clusters
  Score: Raw -1172073.227182 + Penalty 3124.594662 = -1168948.632520
  nChanged 34
		SP:Iteration 43Q (57683.650000 sec): 3 clusters
  Score: Raw -1172086.530000 + Penalty 3124.594662 = -1168961.935337
  nChanged 33
		SP:Iteration 44Q (57683.840000 sec): 3 clusters
  Score: Raw -1172098.844296 + Penalty 3124.594662 = -1168974.249634
  nChanged 38
		SP:Iteration 45Q (57684.100000 sec): 3 clusters
  Score: Raw -1172112.449472 + Penalty 3124.594662 = -1168987.854810
  nChanged 38
		SP:Iteration 46Q (57684.440000 sec): 3 clusters
  Score: Raw -1172131.128197 + Penalty 3124.594662 = -1169006.533534
  nChanged 38
		SP:Iteration 47Q (57684.700000 sec): 3 clusters
  Score: Raw -1172146.785203 + Penalty 3124.594662 = -1169022.190540
  nChanged 34
		SP:Iteration 48Q (57685.020000 sec): 3 clusters
  Score: Raw -1172159.751497 + Penalty 3124.594662 = -1169035.156834
  nChanged 25
		SP:Iteration 49Q (57685.270000 sec): 3 clusters
  Score: Raw -1172167.901326 + Penalty 3124.594662 = -1169043.306663
  nChanged 23
		SP:Iteration 50Q (57685.540000 sec): 3 clusters
  Score: Raw -1172175.541391 + Penalty 3124.594662 = -1169050.946729
  nChanged 20
		SP:Iteration 51Q (57685.770000 sec): 3 clusters
  Score: Raw -1172182.962187 + Penalty 3124.594662 = -1169058.367525
  nChanged 18
		SP:Iteration 52Q (57686.030000 sec): 3 clusters
  Score: Raw -1172189.561461 + Penalty 3124.594662 = -1169064.966798
  nChanged 17
		SP:Iteration 53Q (57686.290000 sec): 3 clusters
  Score: Raw -1172194.484260 + Penalty 3124.594662 = -1169069.889598
  nChanged 13
		SP:Iteration 54Q (57686.570000 sec): 3 clusters
  Score: Raw -1172199.840820 + Penalty 3124.594662 = -1169075.246157
  nChanged 12
		SP:Iteration 55Q (57686.900000 sec): 3 clusters
  Score: Raw -1172203.223356 + Penalty 3124.594662 = -1169078.628694
  nChanged 13
		SP:Iteration 56Q (57687.240000 sec): 3 clusters
  Score: Raw -1172209.616117 + Penalty 3124.594662 = -1169085.021455
  nChanged 18
		SP:Iteration 57Q (57687.450000 sec): 3 clusters
  Score: Raw -1172216.302074 + Penalty 3124.594662 = -1169091.707412
  nChanged 19
		SP:Iteration 58Q (57687.740000 sec): 3 clusters
  Score: Raw -1172221.262231 + Penalty 3124.594662 = -1169096.667569
  nChanged 8
		SP:Iteration 59Q (57688.050000 sec): 3 clusters
  Score: Raw -1172223.604800 + Penalty 3124.594662 = -1169099.010137
  nChanged 8
		SP:Iteration 60F (57688.320000 sec): 3 clusters
  Score: Raw -1172225.628562 + Penalty 3124.594662 = -1169101.033900
  nChanged 5
		SP:Iteration 61Q (57688.550000 sec): 3 clusters
  Score: Raw -1172227.337440 + Penalty 3124.594662 = -1169102.742778
  nChanged 3
		SP:Iteration 62Q (57688.800000 sec): 3 clusters
  Score: Raw -1172228.401222 + Penalty 3124.594662 = -1169103.806560
  nChanged 3
		SP:Iteration 63Q (57689.080000 sec): 3 clusters
  Score: Raw -1172229.703178 + Penalty 3124.594662 = -1169105.108516
  nChanged 3
		SP:Iteration 64Q (57689.320000 sec): 3 clusters
  Score: Raw -1172230.940792 + Penalty 3124.594662 = -1169106.346130
  nChanged 3
		SP:Iteration 65Q (57689.670000 sec): 3 clusters
  Score: Raw -1172231.509848 + Penalty 3124.594662 = -1169106.915185
  nChanged 0
		SP:Iteration 66F (57689.910000 sec): 3 clusters
  Score: Raw -1172231.509848 + Penalty 3124.594662 = -1169106.915185
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 78 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57689.980000 sec): 2 clusters
  Score: Raw -48463.147335 + Penalty 1040.849624 = -47422.297711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57690.110000 sec): 3 clusters
  Score: Raw -48336.929354 + Penalty 2081.699249 = -46255.230105
  nChanged 142
		SP:Iteration 1F (57690.310000 sec): 3 clusters
  Score: Raw -48530.375593 + Penalty 2081.699249 = -46448.676345
  nChanged 43
		SP:Iteration 2F (57690.480000 sec): 3 clusters
  Score: Raw -48595.782751 + Penalty 2081.699249 = -46514.083502
  nChanged 27
		SP:Iteration 3Q (57690.650000 sec): 3 clusters
  Score: Raw -48633.193642 + Penalty 2081.699249 = -46551.494393
  nChanged 16
		SP:Iteration 4Q (57690.880000 sec): 3 clusters
  Score: Raw -48659.433114 + Penalty 2081.699249 = -46577.733865
  nChanged 13
		SP:Iteration 5Q (57691.050000 sec): 3 clusters
  Score: Raw -48678.175000 + Penalty 2081.699249 = -46596.475751
  nChanged 12
		SP:Iteration 6Q (57691.240000 sec): 3 clusters
  Score: Raw -48695.834177 + Penalty 2081.699249 = -46614.134928
  nChanged 4
		SP:Iteration 7Q (57691.430000 sec): 3 clusters
  Score: Raw -48700.145616 + Penalty 2081.699249 = -46618.446367
  nChanged 1
		SP:Iteration 8Q (57691.630000 sec): 3 clusters
  Score: Raw -48701.040169 + Penalty 2081.699249 = -46619.340920
  nChanged 0
		SP:Iteration 9F (57691.780000 sec): 3 clusters
  Score: Raw -48701.040169 + Penalty 2081.699249 = -46619.340920
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 79 (1669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57691.880000 sec): 2 clusters
  Score: Raw -117614.709026 + Penalty 1205.746738 = -116408.962289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57692.040000 sec): 3 clusters
  Score: Raw -116923.732868 + Penalty 2411.493475 = -114512.239393
  nChanged 562
		SP:Iteration 1F (57692.180000 sec): 3 clusters
  Score: Raw -117327.161435 + Penalty 2411.493475 = -114915.667960
  nChanged 144
		SP:Iteration 2F (57692.350000 sec): 3 clusters
  Score: Raw -117446.808287 + Penalty 2411.493475 = -115035.314811
  nChanged 99
		SP:Iteration 3F (57692.520000 sec): 3 clusters
  Score: Raw -117555.266116 + Penalty 2411.493475 = -115143.772641
  nChanged 68
		SP:Iteration 4Q (57692.690000 sec): 3 clusters
  Score: Raw -117636.519356 + Penalty 2411.493475 = -115225.025881
  nChanged 66
		SP:Iteration 5Q (57692.860000 sec): 3 clusters
  Score: Raw -117712.063117 + Penalty 2411.493475 = -115300.569642
  nChanged 64
		SP:Iteration 6Q (57693.060000 sec): 3 clusters
  Score: Raw -117781.748391 + Penalty 2411.493475 = -115370.254916
  nChanged 57
		SP:Iteration 7Q (57693.230000 sec): 3 clusters
  Score: Raw -117839.280807 + Penalty 2411.493475 = -115427.787332
  nChanged 44
		SP:Iteration 8Q (57693.400000 sec): 3 clusters
  Score: Raw -117895.265232 + Penalty 2411.493475 = -115483.771756
  nChanged 46
		SP:Iteration 9Q (57693.560000 sec): 3 clusters
  Score: Raw -117947.461857 + Penalty 2411.493475 = -115535.968382
  nChanged 50
		SP:Iteration 10Q (57693.690000 sec): 3 clusters
  Score: Raw -118015.707001 + Penalty 2411.493475 = -115604.213526
  nChanged 42
		SP:Iteration 11Q (57693.810000 sec): 3 clusters
  Score: Raw -118067.105834 + Penalty 2411.493475 = -115655.612358
  nChanged 47
		SP:Iteration 12Q (57694.000000 sec): 3 clusters
  Score: Raw -118115.889635 + Penalty 2411.493475 = -115704.396160
  nChanged 31
		SP:Iteration 13Q (57694.160000 sec): 3 clusters
  Score: Raw -118145.556500 + Penalty 2411.493475 = -115734.063025
  nChanged 24
		SP:Iteration 14Q (57694.320000 sec): 3 clusters
  Score: Raw -118172.212171 + Penalty 2411.493475 = -115760.718696
  nChanged 33
		SP:Iteration 15Q (57694.440000 sec): 3 clusters
  Score: Raw -118214.035251 + Penalty 2411.493475 = -115802.541776
  nChanged 28
		SP:Iteration 16Q (57694.630000 sec): 3 clusters
  Score: Raw -118239.531419 + Penalty 2411.493475 = -115828.037944
  nChanged 16
		SP:Iteration 17Q (57694.900000 sec): 3 clusters
  Score: Raw -118256.965763 + Penalty 2411.493475 = -115845.472287
  nChanged 14
		SP:Iteration 18Q (57695.060000 sec): 3 clusters
  Score: Raw -118270.806353 + Penalty 2411.493475 = -115859.312878
  nChanged 9
		SP:Iteration 19Q (57695.250000 sec): 3 clusters
  Score: Raw -118279.443961 + Penalty 2411.493475 = -115867.950486
  nChanged 6
		SP:Iteration 20F (57695.380000 sec): 3 clusters
  Score: Raw -118286.924246 + Penalty 2411.493475 = -115875.430771
  nChanged 11
		SP:Iteration 21Q (57695.520000 sec): 3 clusters
  Score: Raw -118302.224340 + Penalty 2411.493475 = -115890.730865
  nChanged 15
		SP:Iteration 22Q (57695.650000 sec): 3 clusters
  Score: Raw -118319.539346 + Penalty 2411.493475 = -115908.045871
  nChanged 11
		SP:Iteration 23Q (57695.780000 sec): 3 clusters
  Score: Raw -118330.905909 + Penalty 2411.493475 = -115919.412434
  nChanged 9
		SP:Iteration 24Q (57695.970000 sec): 3 clusters
  Score: Raw -118341.991724 + Penalty 2411.493475 = -115930.498249
  nChanged 5
		SP:Iteration 25Q (57696.140000 sec): 3 clusters
  Score: Raw -118347.108759 + Penalty 2411.493475 = -115935.615284
  nChanged 4
		SP:Iteration 26Q (57696.290000 sec): 3 clusters
  Score: Raw -118349.394843 + Penalty 2411.493475 = -115937.901368
  nChanged 2
		SP:Iteration 27Q (57696.460000 sec): 3 clusters
  Score: Raw -118353.293380 + Penalty 2411.493475 = -115941.799904
  nChanged 4
		SP:Iteration 28Q (57696.630000 sec): 3 clusters
  Score: Raw -118358.220791 + Penalty 2411.493475 = -115946.727316
  nChanged 2
		SP:Iteration 29Q (57696.780000 sec): 3 clusters
  Score: Raw -118359.717796 + Penalty 2411.493475 = -115948.224321
  nChanged 2
		SP:Iteration 30Q (57696.980000 sec): 3 clusters
  Score: Raw -118364.416945 + Penalty 2411.493475 = -115952.923470
  nChanged 5
		SP:Iteration 31Q (57697.150000 sec): 3 clusters
  Score: Raw -118371.159268 + Penalty 2411.493475 = -115959.665793
  nChanged 6
		SP:Iteration 32Q (57697.340000 sec): 3 clusters
  Score: Raw -118375.088183 + Penalty 2411.493475 = -115963.594708
  nChanged 4
		SP:Iteration 33Q (57697.500000 sec): 3 clusters
  Score: Raw -118379.692035 + Penalty 2411.493475 = -115968.198560
  nChanged 1
		SP:Iteration 34Q (57697.640000 sec): 3 clusters
  Score: Raw -118379.923224 + Penalty 2411.493475 = -115968.429749
  nChanged 1
		SP:Iteration 35Q (57697.790000 sec): 3 clusters
  Score: Raw -118381.374408 + Penalty 2411.493475 = -115969.880933
  nChanged 2
		SP:Iteration 36Q (57697.920000 sec): 3 clusters
  Score: Raw -118383.073589 + Penalty 2411.493475 = -115971.580114
  nChanged 0
		SP:Iteration 37F (57698.060000 sec): 3 clusters
  Score: Raw -118383.073589 + Penalty 2411.493475 = -115971.580114
  nChanged 0
Iteration 379Q (57892.030000 sec): 80 clusters
  Score: Raw -122372769.447526 + Penalty 182365.225138 = -122190404.222388
  nChanged 281
Iteration 380F (58163.350000 sec): 80 clusters
  Score: Raw -122372783.782368 + Penalty 182365.225138 = -122190418.557230
  nChanged 270
Iteration 381Q (58361.430000 sec): 80 clusters
  Score: Raw -122372795.516334 + Penalty 182365.225138 = -122190430.291196
  nChanged 276
Iteration 382Q (58564.740000 sec): 80 clusters
  Score: Raw -122372808.042644 + Penalty 182365.225138 = -122190442.817506
  nChanged 253
Iteration 383Q (58778.120000 sec): 80 clusters
  Score: Raw -122372820.019175 + Penalty 182365.225138 = -122190454.794037
  nChanged 232
Iteration 384Q (58983.770000 sec): 80 clusters
  Score: Raw -122372831.476875 + Penalty 182365.225138 = -122190466.251737
  nChanged 226
Iteration 385Q (59188.670000 sec): 80 clusters
  Score: Raw -122372842.945634 + Penalty 182365.225138 = -122190477.720496
  nChanged 229
Iteration 386Q (59401.760000 sec): 80 clusters
  Score: Raw -122372854.845386 + Penalty 182365.225138 = -122190489.620248
  nChanged 226
Iteration 387Q (59614.220000 sec): 80 clusters
  Score: Raw -122372866.597944 + Penalty 182365.225138 = -122190501.372806
  nChanged 232
Iteration 388Q (59819.330000 sec): 80 clusters
  Score: Raw -122372878.736237 + Penalty 182365.225138 = -122190513.511100
  nChanged 217
Iteration 389Q (60026.310000 sec): 80 clusters
  Score: Raw -122372891.023842 + Penalty 182365.225138 = -122190525.798704
  nChanged 242
Iteration 390Q (60239.560000 sec): 80 clusters
  Score: Raw -122372904.689138 + Penalty 182365.225138 = -122190539.464000
  nChanged 217
Iteration 391Q (60455.930000 sec): 80 clusters
  Score: Raw -122372916.872993 + Penalty 182365.225138 = -122190551.647855
  nChanged 222
Iteration 392Q (60664.220000 sec): 80 clusters
  Score: Raw -122372931.004805 + Penalty 182365.225138 = -122190565.779667
  nChanged 236
Iteration 393Q (60888.210000 sec): 80 clusters
  Score: Raw -122372943.562299 + Penalty 182365.225138 = -122190578.337161
  nChanged 234
Iteration 394Q (61088.070000 sec): 80 clusters
  Score: Raw -122372954.900247 + Penalty 182365.225138 = -122190589.675109
  nChanged 233
Iteration 395Q (61289.700000 sec): 80 clusters
  Score: Raw -122372967.450362 + Penalty 182365.225138 = -122190602.225224
  nChanged 247
Iteration 396Q (61491.800000 sec): 80 clusters
  Score: Raw -122372979.072358 + Penalty 182365.225138 = -122190613.847220
  nChanged 240
Iteration 397Q (61718.750000 sec): 80 clusters
  Score: Raw -122372991.091943 + Penalty 182365.225138 = -122190625.866805
  nChanged 228
Iteration 398Q (61910.640000 sec): 80 clusters
  Score: Raw -122373002.809913 + Penalty 182365.225138 = -122190637.584775
  nChanged 236
Iteration 399Q (62105.250000 sec): 80 clusters
  Score: Raw -122373014.853073 + Penalty 182365.225138 = -122190649.627936
  nChanged 247
Iteration 400F (62356.790000 sec): 80 clusters
  Score: Raw -122373028.744750 + Penalty 182365.225138 = -122190663.519612
  nChanged 254
Iteration 401Q (62565.870000 sec): 80 clusters
  Score: Raw -122373043.361856 + Penalty 182365.225138 = -122190678.136718
  nChanged 234
Iteration 402Q (62772.020000 sec): 80 clusters
  Score: Raw -122373054.798421 + Penalty 182365.225138 = -122190689.573284
  nChanged 238
Iteration 403Q (62977.720000 sec): 80 clusters
  Score: Raw -122373067.134728 + Penalty 182365.225138 = -122190701.909590
  nChanged 212
Iteration 404Q (63181.670000 sec): 80 clusters
  Score: Raw -122373077.905786 + Penalty 182365.225138 = -122190712.680648
  nChanged 223
Iteration 405Q (63382.080000 sec): 80 clusters
  Score: Raw -122373090.005265 + Penalty 182365.225138 = -122190724.780127
  nChanged 246
Iteration 406Q (63587.190000 sec): 80 clusters
  Score: Raw -122373102.288188 + Penalty 182365.225138 = -122190737.063050
  nChanged 248
Iteration 407Q (63792.910000 sec): 80 clusters
  Score: Raw -122373116.447990 + Penalty 182365.225138 = -122190751.222853
  nChanged 232
Iteration 408Q (63988.490000 sec): 80 clusters
  Score: Raw -122373128.812655 + Penalty 182365.225138 = -122190763.587517
  nChanged 222
Iteration 409Q (64194.070000 sec): 80 clusters
  Score: Raw -122373142.462176 + Penalty 182365.225138 = -122190777.237038
  nChanged 209
Iteration 410Q (64381.870000 sec): 80 clusters
  Score: Raw -122373155.065840 + Penalty 182365.225138 = -122190789.840703
  nChanged 216
Iteration 411Q (64587.610000 sec): 80 clusters
  Score: Raw -122373166.166114 + Penalty 182365.225138 = -122190800.940976
  nChanged 208
Iteration 412Q (64794.970000 sec): 80 clusters
  Score: Raw -122373175.806559 + Penalty 182365.225138 = -122190810.581421
  nChanged 205
Iteration 413Q (64997.700000 sec): 80 clusters
  Score: Raw -122373185.544018 + Penalty 182365.225138 = -122190820.318880
  nChanged 222
Iteration 414Q (65207.000000 sec): 80 clusters
  Score: Raw -122373197.414674 + Penalty 182365.225138 = -122190832.189537
  nChanged 207
Iteration 415Q (65416.970000 sec): 80 clusters
  Score: Raw -122373206.739082 + Penalty 182365.225138 = -122190841.513944
  nChanged 196
Iteration 416Q (65616.850000 sec): 80 clusters
  Score: Raw -122373215.465001 + Penalty 182365.225138 = -122190850.239863
  nChanged 180
Iteration 417Q (65818.060000 sec): 80 clusters
  Score: Raw -122373223.304569 + Penalty 182365.225138 = -122190858.079431
  nChanged 202
Iteration 418Q (66028.990000 sec): 80 clusters
  Score: Raw -122373231.985196 + Penalty 182365.225138 = -122190866.760058
  nChanged 207
Writing temp clu file 
Because OldScore, -122190858.079431, is greater than current (better) Score,-122190866.760058 
 Compute initial score before splitting:   Score: Raw -122373231.985196 + Penalty 182365.225138 = -122190866.760058
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 1 (53460 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66029.770000 sec): 2 clusters
  Score: Raw -4424528.496015 + Penalty 1769.086961 = -4422759.409054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66030.310000 sec): 3 clusters
  Score: Raw -4390494.198238 + Penalty 3538.173922 = -4386956.024316
  nChanged 25169
		SP:Iteration 1F (66030.820000 sec): 3 clusters
  Score: Raw -4405655.601354 + Penalty 3538.173922 = -4402117.427432
  nChanged 3199
		SP:Iteration 2F (66031.270000 sec): 3 clusters
  Score: Raw -4407289.352456 + Penalty 3538.173922 = -4403751.178534
  nChanged 3774
		SP:Iteration 3F (66031.740000 sec): 3 clusters
  Score: Raw -4409569.080242 + Penalty 3538.173922 = -4406030.906321
  nChanged 4075
		SP:Iteration 4F (66032.230000 sec): 3 clusters
  Score: Raw -4412416.183538 + Penalty 3538.173922 = -4408878.009616
  nChanged 3932
		SP:Iteration 5F (66032.690000 sec): 3 clusters
  Score: Raw -4415399.453089 + Penalty 3538.173922 = -4411861.279167
  nChanged 3381
		SP:Iteration 6F (66033.150000 sec): 3 clusters
  Score: Raw -4418112.176065 + Penalty 3538.173922 = -4414574.002143
  nChanged 2684
		SP:Iteration 7F (66033.660000 sec): 3 clusters
  Score: Raw -4420295.333550 + Penalty 3538.173922 = -4416757.159628
  nChanged 2003
		SP:Iteration 8Q (66034.130000 sec): 3 clusters
  Score: Raw -4421926.027220 + Penalty 3538.173922 = -4418387.853299
  nChanged 1363
		SP:Iteration 9Q (66034.660000 sec): 3 clusters
  Score: Raw -4422989.932608 + Penalty 3538.173922 = -4419451.758687
  nChanged 927
		SP:Iteration 10Q (66035.120000 sec): 3 clusters
  Score: Raw -4423711.982247 + Penalty 3538.173922 = -4420173.808326
  nChanged 535
		SP:Iteration 11Q (66035.560000 sec): 3 clusters
  Score: Raw -4424124.096083 + Penalty 3538.173922 = -4420585.922161
  nChanged 332
		SP:Iteration 12Q (66036.070000 sec): 3 clusters
  Score: Raw -4424415.118081 + Penalty 3538.173922 = -4420876.944160
  nChanged 221
		SP:Iteration 13Q (66036.570000 sec): 3 clusters
  Score: Raw -4424648.370199 + Penalty 3538.173922 = -4421110.196277
  nChanged 154
		SP:Iteration 14Q (66036.980000 sec): 3 clusters
  Score: Raw -4424773.871636 + Penalty 3538.173922 = -4421235.697715
  nChanged 95
		SP:Iteration 15Q (66037.440000 sec): 3 clusters
  Score: Raw -4424843.981751 + Penalty 3538.173922 = -4421305.807830
  nChanged 74
		SP:Iteration 16Q (66037.960000 sec): 3 clusters
  Score: Raw -4424893.892974 + Penalty 3538.173922 = -4421355.719052
  nChanged 62
		SP:Iteration 17Q (66038.460000 sec): 3 clusters
  Score: Raw -4424938.792235 + Penalty 3538.173922 = -4421400.618314
  nChanged 45
		SP:Iteration 18Q (66038.870000 sec): 3 clusters
  Score: Raw -4424971.248936 + Penalty 3538.173922 = -4421433.075014
  nChanged 45
		SP:Iteration 19Q (66039.330000 sec): 3 clusters
  Score: Raw -4425005.217808 + Penalty 3538.173922 = -4421467.043886
  nChanged 43
		SP:Iteration 20F (66039.800000 sec): 3 clusters
  Score: Raw -4425034.478102 + Penalty 3538.173922 = -4421496.304180
  nChanged 40
		SP:Iteration 21Q (66040.310000 sec): 3 clusters
  Score: Raw -4425067.628816 + Penalty 3538.173922 = -4421529.454894
  nChanged 37
		SP:Iteration 22Q (66040.780000 sec): 3 clusters
  Score: Raw -4425091.842393 + Penalty 3538.173922 = -4421553.668471
  nChanged 28
		SP:Iteration 23Q (66041.180000 sec): 3 clusters
  Score: Raw -4425105.585543 + Penalty 3538.173922 = -4421567.411622
  nChanged 22
		SP:Iteration 24Q (66041.620000 sec): 3 clusters
  Score: Raw -4425116.593636 + Penalty 3538.173922 = -4421578.419714
  nChanged 19
		SP:Iteration 25Q (66042.110000 sec): 3 clusters
  Score: Raw -4425124.854894 + Penalty 3538.173922 = -4421586.680972
  nChanged 16
		SP:Iteration 26Q (66042.520000 sec): 3 clusters
  Score: Raw -4425132.293426 + Penalty 3538.173922 = -4421594.119505
  nChanged 12
		SP:Iteration 27Q (66042.990000 sec): 3 clusters
  Score: Raw -4425137.800199 + Penalty 3538.173922 = -4421599.626277
  nChanged 9
		SP:Iteration 28Q (66043.430000 sec): 3 clusters
  Score: Raw -4425141.531626 + Penalty 3538.173922 = -4421603.357704
  nChanged 9
		SP:Iteration 29Q (66043.950000 sec): 3 clusters
  Score: Raw -4425144.867982 + Penalty 3538.173922 = -4421606.694060
  nChanged 5
		SP:Iteration 30Q (66044.380000 sec): 3 clusters
  Score: Raw -4425146.849014 + Penalty 3538.173922 = -4421608.675092
  nChanged 0
		SP:Iteration 31F (66044.800000 sec): 3 clusters
  Score: Raw -4425146.849014 + Penalty 3538.173922 = -4421608.675092
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 2 (248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66044.900000 sec): 2 clusters
  Score: Raw -17061.485053 + Penalty 895.932171 = -16165.552882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66045.070000 sec): 3 clusters
  Score: Raw -17176.554648 + Penalty 1791.864343 = -15384.690305
  nChanged 32
		SP:Iteration 1F (66045.200000 sec): 3 clusters
  Score: Raw -17252.944152 + Penalty 1791.864343 = -15461.079809
  nChanged 7
		SP:Iteration 2Q (66045.410000 sec): 3 clusters
  Score: Raw -17280.021035 + Penalty 1791.864343 = -15488.156693
  nChanged 1
		SP:Iteration 3Q (66045.550000 sec): 3 clusters
  Score: Raw -17283.699689 + Penalty 1791.864343 = -15491.835346
  nChanged 1
		SP:Iteration 4Q (66045.660000 sec): 3 clusters
  Score: Raw -17284.994750 + Penalty 1791.864343 = -15493.130408
  nChanged 0
		SP:Iteration 5F (66045.790000 sec): 3 clusters
  Score: Raw -17284.994750 + Penalty 1791.864343 = -15493.130408
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 3 (5275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66045.930000 sec): 2 clusters
  Score: Raw -444829.599822 + Penalty 1392.744268 = -443436.855554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66046.080000 sec): 3 clusters
  Score: Raw -442040.232287 + Penalty 2785.488536 = -439254.743751
  nChanged 2178
		SP:Iteration 1F (66046.260000 sec): 3 clusters
  Score: Raw -443311.732933 + Penalty 2785.488536 = -440526.244397
  nChanged 398
		SP:Iteration 2F (66046.470000 sec): 3 clusters
  Score: Raw -443620.025783 + Penalty 2785.488536 = -440834.537247
  nChanged 365
		SP:Iteration 3F (66046.670000 sec): 3 clusters
  Score: Raw -443938.496879 + Penalty 2785.488536 = -441153.008343
  nChanged 342
		SP:Iteration 4F (66046.840000 sec): 3 clusters
  Score: Raw -444223.285159 + Penalty 2785.488536 = -441437.796623
  nChanged 320
		SP:Iteration 5F (66047.070000 sec): 3 clusters
  Score: Raw -444487.803816 + Penalty 2785.488536 = -441702.315280
  nChanged 289
		SP:Iteration 6F (66047.310000 sec): 3 clusters
  Score: Raw -444742.486231 + Penalty 2785.488536 = -441956.997694
  nChanged 248
		SP:Iteration 7Q (66047.530000 sec): 3 clusters
  Score: Raw -444971.467859 + Penalty 2785.488536 = -442185.979323
  nChanged 206
		SP:Iteration 8Q (66047.760000 sec): 3 clusters
  Score: Raw -445174.148233 + Penalty 2785.488536 = -442388.659696
  nChanged 186
		SP:Iteration 9Q (66047.960000 sec): 3 clusters
  Score: Raw -445361.565862 + Penalty 2785.488536 = -442576.077325
  nChanged 187
		SP:Iteration 10Q (66048.180000 sec): 3 clusters
  Score: Raw -445512.113187 + Penalty 2785.488536 = -442726.624650
  nChanged 135
		SP:Iteration 11Q (66048.370000 sec): 3 clusters
  Score: Raw -445598.059013 + Penalty 2785.488536 = -442812.570477
  nChanged 107
		SP:Iteration 12Q (66048.560000 sec): 3 clusters
  Score: Raw -445655.519868 + Penalty 2785.488536 = -442870.031332
  nChanged 98
		SP:Iteration 13Q (66048.750000 sec): 3 clusters
  Score: Raw -445717.174781 + Penalty 2785.488536 = -442931.686245
  nChanged 81
		SP:Iteration 14Q (66048.960000 sec): 3 clusters
  Score: Raw -445771.907396 + Penalty 2785.488536 = -442986.418860
  nChanged 81
		SP:Iteration 15Q (66049.120000 sec): 3 clusters
  Score: Raw -445823.916417 + Penalty 2785.488536 = -443038.427880
  nChanged 76
		SP:Iteration 16Q (66049.320000 sec): 3 clusters
  Score: Raw -445867.008633 + Penalty 2785.488536 = -443081.520097
  nChanged 57
		SP:Iteration 17Q (66049.500000 sec): 3 clusters
  Score: Raw -445894.082879 + Penalty 2785.488536 = -443108.594343
  nChanged 51
		SP:Iteration 18Q (66049.720000 sec): 3 clusters
  Score: Raw -445916.803611 + Penalty 2785.488536 = -443131.315074
  nChanged 33
		SP:Iteration 19Q (66049.930000 sec): 3 clusters
  Score: Raw -445929.960520 + Penalty 2785.488536 = -443144.471984
  nChanged 30
		SP:Iteration 20F (66050.120000 sec): 3 clusters
  Score: Raw -445943.021262 + Penalty 2785.488536 = -443157.532725
  nChanged 35
		SP:Iteration 21Q (66050.330000 sec): 3 clusters
  Score: Raw -445955.624913 + Penalty 2785.488536 = -443170.136377
  nChanged 34
		SP:Iteration 22Q (66050.520000 sec): 3 clusters
  Score: Raw -445968.316786 + Penalty 2785.488536 = -443182.828250
  nChanged 27
		SP:Iteration 23Q (66050.730000 sec): 3 clusters
  Score: Raw -445979.560908 + Penalty 2785.488536 = -443194.072372
  nChanged 28
		SP:Iteration 24Q (66050.970000 sec): 3 clusters
  Score: Raw -445987.501668 + Penalty 2785.488536 = -443202.013131
  nChanged 14
		SP:Iteration 25Q (66051.170000 sec): 3 clusters
  Score: Raw -445990.217305 + Penalty 2785.488536 = -443204.728768
  nChanged 7
		SP:Iteration 26Q (66051.400000 sec): 3 clusters
  Score: Raw -445991.315724 + Penalty 2785.488536 = -443205.827187
  nChanged 4
		SP:Iteration 27Q (66051.570000 sec): 3 clusters
  Score: Raw -445992.313364 + Penalty 2785.488536 = -443206.824827
  nChanged 2
		SP:Iteration 28Q (66051.770000 sec): 3 clusters
  Score: Raw -445993.010625 + Penalty 2785.488536 = -443207.522088
  nChanged 3
		SP:Iteration 29Q (66052.010000 sec): 3 clusters
  Score: Raw -445994.039732 + Penalty 2785.488536 = -443208.551196
  nChanged 4
		SP:Iteration 30Q (66052.170000 sec): 3 clusters
  Score: Raw -445995.145175 + Penalty 2785.488536 = -443209.656638
  nChanged 4
		SP:Iteration 31Q (66052.390000 sec): 3 clusters
  Score: Raw -445995.943337 + Penalty 2785.488536 = -443210.454801
  nChanged 3
		SP:Iteration 32Q (66052.590000 sec): 3 clusters
  Score: Raw -445996.630479 + Penalty 2785.488536 = -443211.141943
  nChanged 2
		SP:Iteration 33Q (66052.830000 sec): 3 clusters
  Score: Raw -445996.850096 + Penalty 2785.488536 = -443211.361560
  nChanged 0
		SP:Iteration 34F (66053.050000 sec): 3 clusters
  Score: Raw -445996.850096 + Penalty 2785.488536 = -443211.361560
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 4 (4418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66053.170000 sec): 2 clusters
  Score: Raw -373096.830989 + Penalty 1363.934387 = -371732.896601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66053.370000 sec): 3 clusters
  Score: Raw -370913.598295 + Penalty 2727.868775 = -368185.729520
  nChanged 1728
		SP:Iteration 1F (66053.570000 sec): 3 clusters
  Score: Raw -371848.715016 + Penalty 2727.868775 = -369120.846241
  nChanged 363
		SP:Iteration 2F (66053.730000 sec): 3 clusters
  Score: Raw -372092.266362 + Penalty 2727.868775 = -369364.397588
  nChanged 296
		SP:Iteration 3F (66053.870000 sec): 3 clusters
  Score: Raw -372283.627226 + Penalty 2727.868775 = -369555.758451
  nChanged 242
		SP:Iteration 4F (66054.070000 sec): 3 clusters
  Score: Raw -372448.700576 + Penalty 2727.868775 = -369720.831802
  nChanged 203
		SP:Iteration 5Q (66054.230000 sec): 3 clusters
  Score: Raw -372588.148831 + Penalty 2727.868775 = -369860.280056
  nChanged 201
		SP:Iteration 6Q (66054.450000 sec): 3 clusters
  Score: Raw -372723.237375 + Penalty 2727.868775 = -369995.368600
  nChanged 171
		SP:Iteration 7Q (66054.650000 sec): 3 clusters
  Score: Raw -372836.083211 + Penalty 2727.868775 = -370108.214436
  nChanged 163
		SP:Iteration 8Q (66054.830000 sec): 3 clusters
  Score: Raw -372931.559593 + Penalty 2727.868775 = -370203.690819
  nChanged 129
		SP:Iteration 9Q (66054.970000 sec): 3 clusters
  Score: Raw -373005.732441 + Penalty 2727.868775 = -370277.863666
  nChanged 106
		SP:Iteration 10Q (66055.190000 sec): 3 clusters
  Score: Raw -373071.384809 + Penalty 2727.868775 = -370343.516034
  nChanged 92
		SP:Iteration 11Q (66055.380000 sec): 3 clusters
  Score: Raw -373131.021181 + Penalty 2727.868775 = -370403.152406
  nChanged 91
		SP:Iteration 12Q (66055.630000 sec): 3 clusters
  Score: Raw -373191.909177 + Penalty 2727.868775 = -370464.040402
  nChanged 78
		SP:Iteration 13Q (66055.880000 sec): 3 clusters
  Score: Raw -373243.644209 + Penalty 2727.868775 = -370515.775435
  nChanged 64
		SP:Iteration 14Q (66056.060000 sec): 3 clusters
  Score: Raw -373290.048545 + Penalty 2727.868775 = -370562.179771
  nChanged 57
		SP:Iteration 15Q (66056.280000 sec): 3 clusters
  Score: Raw -373332.799693 + Penalty 2727.868775 = -370604.930918
  nChanged 39
		SP:Iteration 16Q (66056.460000 sec): 3 clusters
  Score: Raw -373370.089783 + Penalty 2727.868775 = -370642.221009
  nChanged 40
		SP:Iteration 17Q (66056.700000 sec): 3 clusters
  Score: Raw -373400.815335 + Penalty 2727.868775 = -370672.946560
  nChanged 21
		SP:Iteration 18Q (66056.890000 sec): 3 clusters
  Score: Raw -373415.719123 + Penalty 2727.868775 = -370687.850348
  nChanged 16
		SP:Iteration 19Q (66057.070000 sec): 3 clusters
  Score: Raw -373424.100988 + Penalty 2727.868775 = -370696.232214
  nChanged 7
		SP:Iteration 20F (66057.290000 sec): 3 clusters
  Score: Raw -373428.759319 + Penalty 2727.868775 = -370700.890544
  nChanged 8
		SP:Iteration 21Q (66057.490000 sec): 3 clusters
  Score: Raw -373433.203914 + Penalty 2727.868775 = -370705.335140
  nChanged 7
		SP:Iteration 22Q (66057.670000 sec): 3 clusters
  Score: Raw -373437.323233 + Penalty 2727.868775 = -370709.454458
  nChanged 5
		SP:Iteration 23Q (66057.810000 sec): 3 clusters
  Score: Raw -373440.452367 + Penalty 2727.868775 = -370712.583592
  nChanged 2
		SP:Iteration 24Q (66057.950000 sec): 3 clusters
  Score: Raw -373442.107096 + Penalty 2727.868775 = -370714.238321
  nChanged 3
		SP:Iteration 25Q (66058.140000 sec): 3 clusters
  Score: Raw -373443.656497 + Penalty 2727.868775 = -370715.787722
  nChanged 0
		SP:Iteration 26F (66058.300000 sec): 3 clusters
  Score: Raw -373443.656497 + Penalty 2727.868775 = -370715.787722
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 5 (6862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66058.490000 sec): 2 clusters
  Score: Raw -567795.011923 + Penalty 1435.485061 = -566359.526862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66058.700000 sec): 3 clusters
  Score: Raw -564121.232208 + Penalty 2870.970123 = -561250.262085
  nChanged 2837
		SP:Iteration 1F (66058.940000 sec): 3 clusters
  Score: Raw -565631.754483 + Penalty 2870.970123 = -562760.784360
  nChanged 477
		SP:Iteration 2F (66059.180000 sec): 3 clusters
  Score: Raw -565905.460987 + Penalty 2870.970123 = -563034.490864
  nChanged 402
		SP:Iteration 3F (66059.410000 sec): 3 clusters
  Score: Raw -566132.484051 + Penalty 2870.970123 = -563261.513929
  nChanged 354
		SP:Iteration 4F (66059.690000 sec): 3 clusters
  Score: Raw -566327.591329 + Penalty 2870.970123 = -563456.621206
  nChanged 307
		SP:Iteration 5Q (66059.940000 sec): 3 clusters
  Score: Raw -566506.569083 + Penalty 2870.970123 = -563635.598961
  nChanged 290
		SP:Iteration 6Q (66060.130000 sec): 3 clusters
  Score: Raw -566668.816843 + Penalty 2870.970123 = -563797.846720
  nChanged 235
		SP:Iteration 7Q (66060.370000 sec): 3 clusters
  Score: Raw -566804.492849 + Penalty 2870.970123 = -563933.522726
  nChanged 229
		SP:Iteration 8Q (66060.570000 sec): 3 clusters
  Score: Raw -566937.838218 + Penalty 2870.970123 = -564066.868096
  nChanged 213
		SP:Iteration 9Q (66060.840000 sec): 3 clusters
  Score: Raw -567043.957671 + Penalty 2870.970123 = -564172.987548
  nChanged 188
		SP:Iteration 10Q (66061.030000 sec): 3 clusters
  Score: Raw -567132.055190 + Penalty 2870.970123 = -564261.085067
  nChanged 141
		SP:Iteration 11Q (66061.240000 sec): 3 clusters
  Score: Raw -567185.927227 + Penalty 2870.970123 = -564314.957104
  nChanged 105
		SP:Iteration 12Q (66061.450000 sec): 3 clusters
  Score: Raw -567222.810579 + Penalty 2870.970123 = -564351.840456
  nChanged 84
		SP:Iteration 13Q (66061.630000 sec): 3 clusters
  Score: Raw -567254.610577 + Penalty 2870.970123 = -564383.640455
  nChanged 78
		SP:Iteration 14Q (66061.850000 sec): 3 clusters
  Score: Raw -567278.291052 + Penalty 2870.970123 = -564407.320930
  nChanged 67
		SP:Iteration 15Q (66062.070000 sec): 3 clusters
  Score: Raw -567299.579357 + Penalty 2870.970123 = -564428.609234
  nChanged 68
		SP:Iteration 16Q (66062.230000 sec): 3 clusters
  Score: Raw -567319.059710 + Penalty 2870.970123 = -564448.089588
  nChanged 63
		SP:Iteration 17Q (66062.420000 sec): 3 clusters
  Score: Raw -567340.339457 + Penalty 2870.970123 = -564469.369334
  nChanged 69
		SP:Iteration 18Q (66062.650000 sec): 3 clusters
  Score: Raw -567366.193068 + Penalty 2870.970123 = -564495.222946
  nChanged 71
		SP:Iteration 19Q (66062.860000 sec): 3 clusters
  Score: Raw -567393.198279 + Penalty 2870.970123 = -564522.228156
  nChanged 74
		SP:Iteration 20F (66063.090000 sec): 3 clusters
  Score: Raw -567420.219983 + Penalty 2870.970123 = -564549.249860
  nChanged 71
		SP:Iteration 21Q (66063.290000 sec): 3 clusters
  Score: Raw -567452.573829 + Penalty 2870.970123 = -564581.603707
  nChanged 76
		SP:Iteration 22Q (66063.540000 sec): 3 clusters
  Score: Raw -567488.381254 + Penalty 2870.970123 = -564617.411131
  nChanged 91
		SP:Iteration 23Q (66063.730000 sec): 3 clusters
  Score: Raw -567533.018193 + Penalty 2870.970123 = -564662.048070
  nChanged 81
		SP:Iteration 24Q (66063.940000 sec): 3 clusters
  Score: Raw -567568.561933 + Penalty 2870.970123 = -564697.591811
  nChanged 80
		SP:Iteration 25Q (66064.130000 sec): 3 clusters
  Score: Raw -567602.376763 + Penalty 2870.970123 = -564731.406640
  nChanged 76
		SP:Iteration 26Q (66064.360000 sec): 3 clusters
  Score: Raw -567645.837700 + Penalty 2870.970123 = -564774.867577
  nChanged 73
		SP:Iteration 27Q (66064.530000 sec): 3 clusters
  Score: Raw -567682.713050 + Penalty 2870.970123 = -564811.742927
  nChanged 60
		SP:Iteration 28Q (66064.830000 sec): 3 clusters
  Score: Raw -567710.256970 + Penalty 2870.970123 = -564839.286848
  nChanged 58
		SP:Iteration 29Q (66065.080000 sec): 3 clusters
  Score: Raw -567736.112819 + Penalty 2870.970123 = -564865.142697
  nChanged 46
		SP:Iteration 30Q (66065.250000 sec): 3 clusters
  Score: Raw -567754.264178 + Penalty 2870.970123 = -564883.294056
  nChanged 51
		SP:Iteration 31Q (66065.490000 sec): 3 clusters
  Score: Raw -567777.423989 + Penalty 2870.970123 = -564906.453867
  nChanged 51
		SP:Iteration 32Q (66065.680000 sec): 3 clusters
  Score: Raw -567802.238835 + Penalty 2870.970123 = -564931.268713
  nChanged 43
		SP:Iteration 33Q (66065.840000 sec): 3 clusters
  Score: Raw -567820.517572 + Penalty 2870.970123 = -564949.547449
  nChanged 35
		SP:Iteration 34Q (66066.050000 sec): 3 clusters
  Score: Raw -567839.220958 + Penalty 2870.970123 = -564968.250835
  nChanged 33
		SP:Iteration 35Q (66066.300000 sec): 3 clusters
  Score: Raw -567854.462410 + Penalty 2870.970123 = -564983.492287
  nChanged 28
		SP:Iteration 36Q (66066.520000 sec): 3 clusters
  Score: Raw -567870.084740 + Penalty 2870.970123 = -564999.114618
  nChanged 33
		SP:Iteration 37Q (66066.700000 sec): 3 clusters
  Score: Raw -567888.108526 + Penalty 2870.970123 = -565017.138403
  nChanged 42
		SP:Iteration 38Q (66066.900000 sec): 3 clusters
  Score: Raw -567907.003823 + Penalty 2870.970123 = -565036.033701
  nChanged 32
		SP:Iteration 39Q (66067.120000 sec): 3 clusters
  Score: Raw -567920.237955 + Penalty 2870.970123 = -565049.267833
  nChanged 23
		SP:Iteration 40F (66067.320000 sec): 3 clusters
  Score: Raw -567930.538986 + Penalty 2870.970123 = -565059.568863
  nChanged 27
		SP:Iteration 41Q (66067.490000 sec): 3 clusters
  Score: Raw -567945.640774 + Penalty 2870.970123 = -565074.670652
  nChanged 31
		SP:Iteration 42Q (66067.690000 sec): 3 clusters
  Score: Raw -567962.570761 + Penalty 2870.970123 = -565091.600638
  nChanged 24
		SP:Iteration 43Q (66067.960000 sec): 3 clusters
  Score: Raw -567974.140875 + Penalty 2870.970123 = -565103.170752
  nChanged 18
		SP:Iteration 44Q (66068.130000 sec): 3 clusters
  Score: Raw -567985.926558 + Penalty 2870.970123 = -565114.956436
  nChanged 20
		SP:Iteration 45Q (66068.350000 sec): 3 clusters
  Score: Raw -567997.416040 + Penalty 2870.970123 = -565126.445918
  nChanged 16
		SP:Iteration 46Q (66068.640000 sec): 3 clusters
  Score: Raw -568002.765677 + Penalty 2870.970123 = -565131.795555
  nChanged 7
		SP:Iteration 47Q (66068.840000 sec): 3 clusters
  Score: Raw -568004.948994 + Penalty 2870.970123 = -565133.978871
  nChanged 3
		SP:Iteration 48Q (66069.070000 sec): 3 clusters
  Score: Raw -568006.927924 + Penalty 2870.970123 = -565135.957801
  nChanged 8
		SP:Iteration 49Q (66069.300000 sec): 3 clusters
  Score: Raw -568010.979180 + Penalty 2870.970123 = -565140.009057
  nChanged 12
		SP:Iteration 50Q (66069.470000 sec): 3 clusters
  Score: Raw -568016.147665 + Penalty 2870.970123 = -565145.177542
  nChanged 9
		SP:Iteration 51Q (66069.650000 sec): 3 clusters
  Score: Raw -568020.447912 + Penalty 2870.970123 = -565149.477790
  nChanged 6
		SP:Iteration 52Q (66069.820000 sec): 3 clusters
  Score: Raw -568023.599833 + Penalty 2870.970123 = -565152.629710
  nChanged 10
		SP:Iteration 53Q (66070.050000 sec): 3 clusters
  Score: Raw -568028.182293 + Penalty 2870.970123 = -565157.212170
  nChanged 8
		SP:Iteration 54Q (66070.300000 sec): 3 clusters
  Score: Raw -568032.057222 + Penalty 2870.970123 = -565161.087100
  nChanged 7
		SP:Iteration 55Q (66070.530000 sec): 3 clusters
  Score: Raw -568035.767550 + Penalty 2870.970123 = -565164.797428
  nChanged 5
		SP:Iteration 56Q (66070.760000 sec): 3 clusters
  Score: Raw -568037.363560 + Penalty 2870.970123 = -565166.393437
  nChanged 7
		SP:Iteration 57Q (66070.910000 sec): 3 clusters
  Score: Raw -568041.292265 + Penalty 2870.970123 = -565170.322142
  nChanged 4
		SP:Iteration 58Q (66071.090000 sec): 3 clusters
  Score: Raw -568042.677804 + Penalty 2870.970123 = -565171.707681
  nChanged 2
		SP:Iteration 59Q (66071.270000 sec): 3 clusters
  Score: Raw -568044.458894 + Penalty 2870.970123 = -565173.488771
  nChanged 3
		SP:Iteration 60F (66071.470000 sec): 3 clusters
  Score: Raw -568046.206877 + Penalty 2870.970123 = -565175.236754
  nChanged 1
		SP:Iteration 61Q (66071.690000 sec): 3 clusters
  Score: Raw -568046.546933 + Penalty 2870.970123 = -565175.576810
  nChanged 0
		SP:Iteration 62F (66071.930000 sec): 3 clusters
  Score: Raw -568046.546933 + Penalty 2870.970123 = -565175.576810
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 6 (3746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66072.040000 sec): 2 clusters
  Score: Raw -330424.270407 + Penalty 1337.122131 = -329087.148276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66072.240000 sec): 3 clusters
  Score: Raw -328588.962528 + Penalty 2674.244262 = -325914.718266
  nChanged 1436
		SP:Iteration 1F (66072.420000 sec): 3 clusters
  Score: Raw -329432.937525 + Penalty 2674.244262 = -326758.693263
  nChanged 313
		SP:Iteration 2F (66072.570000 sec): 3 clusters
  Score: Raw -329628.338243 + Penalty 2674.244262 = -326954.093981
  nChanged 217
		SP:Iteration 3F (66072.780000 sec): 3 clusters
  Score: Raw -329796.722427 + Penalty 2674.244262 = -327122.478165
  nChanged 226
		SP:Iteration 4F (66072.990000 sec): 3 clusters
  Score: Raw -329991.367966 + Penalty 2674.244262 = -327317.123704
  nChanged 221
		SP:Iteration 5F (66073.200000 sec): 3 clusters
  Score: Raw -330185.239332 + Penalty 2674.244262 = -327510.995070
  nChanged 227
		SP:Iteration 6F (66073.350000 sec): 3 clusters
  Score: Raw -330403.556042 + Penalty 2674.244262 = -327729.311780
  nChanged 196
		SP:Iteration 7F (66073.480000 sec): 3 clusters
  Score: Raw -330549.182958 + Penalty 2674.244262 = -327874.938696
  nChanged 137
		SP:Iteration 8Q (66073.700000 sec): 3 clusters
  Score: Raw -330648.008997 + Penalty 2674.244262 = -327973.764735
  nChanged 121
		SP:Iteration 9Q (66073.900000 sec): 3 clusters
  Score: Raw -330724.342788 + Penalty 2674.244262 = -328050.098526
  nChanged 85
		SP:Iteration 10Q (66074.060000 sec): 3 clusters
  Score: Raw -330766.090922 + Penalty 2674.244262 = -328091.846660
  nChanged 50
		SP:Iteration 11Q (66074.200000 sec): 3 clusters
  Score: Raw -330791.340397 + Penalty 2674.244262 = -328117.096135
  nChanged 36
		SP:Iteration 12Q (66074.340000 sec): 3 clusters
  Score: Raw -330807.789382 + Penalty 2674.244262 = -328133.545120
  nChanged 31
		SP:Iteration 13Q (66074.480000 sec): 3 clusters
  Score: Raw -330822.816826 + Penalty 2674.244262 = -328148.572564
  nChanged 25
		SP:Iteration 14Q (66074.660000 sec): 3 clusters
  Score: Raw -330831.278460 + Penalty 2674.244262 = -328157.034198
  nChanged 16
		SP:Iteration 15Q (66074.850000 sec): 3 clusters
  Score: Raw -330835.836290 + Penalty 2674.244262 = -328161.592028
  nChanged 6
		SP:Iteration 16Q (66074.970000 sec): 3 clusters
  Score: Raw -330837.776986 + Penalty 2674.244262 = -328163.532724
  nChanged 8
		SP:Iteration 17Q (66075.130000 sec): 3 clusters
  Score: Raw -330840.233387 + Penalty 2674.244262 = -328165.989125
  nChanged 7
		SP:Iteration 18Q (66075.320000 sec): 3 clusters
  Score: Raw -330843.853837 + Penalty 2674.244262 = -328169.609575
  nChanged 10
		SP:Iteration 19Q (66075.540000 sec): 3 clusters
  Score: Raw -330847.243227 + Penalty 2674.244262 = -328172.998965
  nChanged 8
		SP:Iteration 20F (66075.680000 sec): 3 clusters
  Score: Raw -330849.489147 + Penalty 2674.244262 = -328175.244885
  nChanged 4
		SP:Iteration 21Q (66075.840000 sec): 3 clusters
  Score: Raw -330852.351354 + Penalty 2674.244262 = -328178.107092
  nChanged 2
		SP:Iteration 22Q (66076.000000 sec): 3 clusters
  Score: Raw -330853.244628 + Penalty 2674.244262 = -328179.000366
  nChanged 2
		SP:Iteration 23Q (66076.160000 sec): 3 clusters
  Score: Raw -330854.203801 + Penalty 2674.244262 = -328179.959539
  nChanged 3
		SP:Iteration 24Q (66076.320000 sec): 3 clusters
  Score: Raw -330855.483789 + Penalty 2674.244262 = -328181.239527
  nChanged 6
		SP:Iteration 25Q (66076.480000 sec): 3 clusters
  Score: Raw -330857.469396 + Penalty 2674.244262 = -328183.225134
  nChanged 4
		SP:Iteration 26Q (66076.640000 sec): 3 clusters
  Score: Raw -330858.772674 + Penalty 2674.244262 = -328184.528412
  nChanged 5
		SP:Iteration 27Q (66076.800000 sec): 3 clusters
  Score: Raw -330860.157903 + Penalty 2674.244262 = -328185.913641
  nChanged 3
		SP:Iteration 28Q (66076.960000 sec): 3 clusters
  Score: Raw -330861.029927 + Penalty 2674.244262 = -328186.785665
  nChanged 1
		SP:Iteration 29Q (66077.120000 sec): 3 clusters
  Score: Raw -330861.272832 + Penalty 2674.244262 = -328187.028570
  nChanged 0
		SP:Iteration 30F (66077.280000 sec): 3 clusters
  Score: Raw -330861.272832 + Penalty 2674.244262 = -328187.028570
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 7 (6823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66077.400000 sec): 2 clusters
  Score: Raw -648766.633318 + Penalty 1434.558862 = -647332.074456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66077.590000 sec): 3 clusters
  Score: Raw -645026.893269 + Penalty 2869.117724 = -642157.775545
  nChanged 2887
		SP:Iteration 1F (66077.820000 sec): 3 clusters
  Score: Raw -646615.905149 + Penalty 2869.117724 = -643746.787424
  nChanged 432
		SP:Iteration 2F (66077.970000 sec): 3 clusters
  Score: Raw -646805.402846 + Penalty 2869.117724 = -643936.285121
  nChanged 320
		SP:Iteration 3Q (66078.150000 sec): 3 clusters
  Score: Raw -646951.390985 + Penalty 2869.117724 = -644082.273261
  nChanged 294
		SP:Iteration 4Q (66078.330000 sec): 3 clusters
  Score: Raw -647077.238293 + Penalty 2869.117724 = -644208.120568
  nChanged 269
		SP:Iteration 5Q (66078.500000 sec): 3 clusters
  Score: Raw -647191.677193 + Penalty 2869.117724 = -644322.559469
  nChanged 240
		SP:Iteration 6Q (66078.690000 sec): 3 clusters
  Score: Raw -647298.755444 + Penalty 2869.117724 = -644429.637719
  nChanged 223
		SP:Iteration 7Q (66078.860000 sec): 3 clusters
  Score: Raw -647418.747288 + Penalty 2869.117724 = -644549.629564
  nChanged 222
		SP:Iteration 8Q (66079.040000 sec): 3 clusters
  Score: Raw -647554.336083 + Penalty 2869.117724 = -644685.218359
  nChanged 239
		SP:Iteration 9Q (66079.230000 sec): 3 clusters
  Score: Raw -647714.957420 + Penalty 2869.117724 = -644845.839696
  nChanged 243
		SP:Iteration 10Q (66079.400000 sec): 3 clusters
  Score: Raw -647889.368441 + Penalty 2869.117724 = -645020.250717
  nChanged 239
		SP:Iteration 11Q (66079.570000 sec): 3 clusters
  Score: Raw -648080.585674 + Penalty 2869.117724 = -645211.467950
  nChanged 224
		SP:Iteration 12Q (66079.740000 sec): 3 clusters
  Score: Raw -648259.790940 + Penalty 2869.117724 = -645390.673216
  nChanged 171
		SP:Iteration 13Q (66079.920000 sec): 3 clusters
  Score: Raw -648385.608170 + Penalty 2869.117724 = -645516.490446
  nChanged 132
		SP:Iteration 14Q (66080.080000 sec): 3 clusters
  Score: Raw -648463.087237 + Penalty 2869.117724 = -645593.969512
  nChanged 91
		SP:Iteration 15Q (66080.260000 sec): 3 clusters
  Score: Raw -648520.039563 + Penalty 2869.117724 = -645650.921839
  nChanged 82
		SP:Iteration 16Q (66080.430000 sec): 3 clusters
  Score: Raw -648566.554034 + Penalty 2869.117724 = -645697.436309
  nChanged 70
		SP:Iteration 17Q (66080.600000 sec): 3 clusters
  Score: Raw -648600.209675 + Penalty 2869.117724 = -645731.091951
  nChanged 45
		SP:Iteration 18Q (66080.770000 sec): 3 clusters
  Score: Raw -648619.579687 + Penalty 2869.117724 = -645750.461963
  nChanged 33
		SP:Iteration 19Q (66080.940000 sec): 3 clusters
  Score: Raw -648634.857248 + Penalty 2869.117724 = -645765.739523
  nChanged 35
		SP:Iteration 20F (66081.080000 sec): 3 clusters
  Score: Raw -648649.956740 + Penalty 2869.117724 = -645780.839016
  nChanged 29
		SP:Iteration 21Q (66081.250000 sec): 3 clusters
  Score: Raw -648662.640160 + Penalty 2869.117724 = -645793.522435
  nChanged 22
		SP:Iteration 22Q (66081.420000 sec): 3 clusters
  Score: Raw -648669.941729 + Penalty 2869.117724 = -645800.824004
  nChanged 22
		SP:Iteration 23Q (66081.590000 sec): 3 clusters
  Score: Raw -648678.706720 + Penalty 2869.117724 = -645809.588996
  nChanged 22
		SP:Iteration 24Q (66081.760000 sec): 3 clusters
  Score: Raw -648689.672753 + Penalty 2869.117724 = -645820.555029
  nChanged 24
		SP:Iteration 25Q (66081.930000 sec): 3 clusters
  Score: Raw -648698.734142 + Penalty 2869.117724 = -645829.616418
  nChanged 28
		SP:Iteration 26Q (66082.100000 sec): 3 clusters
  Score: Raw -648709.197587 + Penalty 2869.117724 = -645840.079863
  nChanged 22
		SP:Iteration 27Q (66082.280000 sec): 3 clusters
  Score: Raw -648719.222370 + Penalty 2869.117724 = -645850.104645
  nChanged 22
		SP:Iteration 28Q (66082.450000 sec): 3 clusters
  Score: Raw -648730.618675 + Penalty 2869.117724 = -645861.500951
  nChanged 19
		SP:Iteration 29Q (66082.620000 sec): 3 clusters
  Score: Raw -648741.272176 + Penalty 2869.117724 = -645872.154451
  nChanged 24
		SP:Iteration 30Q (66082.790000 sec): 3 clusters
  Score: Raw -648754.937767 + Penalty 2869.117724 = -645885.820043
  nChanged 23
		SP:Iteration 31Q (66082.960000 sec): 3 clusters
  Score: Raw -648767.653119 + Penalty 2869.117724 = -645898.535395
  nChanged 24
		SP:Iteration 32Q (66083.130000 sec): 3 clusters
  Score: Raw -648780.611718 + Penalty 2869.117724 = -645911.493993
  nChanged 18
		SP:Iteration 33Q (66083.300000 sec): 3 clusters
  Score: Raw -648790.610430 + Penalty 2869.117724 = -645921.492705
  nChanged 12
		SP:Iteration 34Q (66083.500000 sec): 3 clusters
  Score: Raw -648795.957084 + Penalty 2869.117724 = -645926.839360
  nChanged 7
		SP:Iteration 35Q (66083.640000 sec): 3 clusters
  Score: Raw -648798.586930 + Penalty 2869.117724 = -645929.469206
  nChanged 3
		SP:Iteration 36Q (66083.820000 sec): 3 clusters
  Score: Raw -648799.903761 + Penalty 2869.117724 = -645930.786036
  nChanged 2
		SP:Iteration 37Q (66083.990000 sec): 3 clusters
  Score: Raw -648800.706652 + Penalty 2869.117724 = -645931.588928
  nChanged 2
		SP:Iteration 38Q (66084.160000 sec): 3 clusters
  Score: Raw -648801.768810 + Penalty 2869.117724 = -645932.651085
  nChanged 3
		SP:Iteration 39Q (66084.330000 sec): 3 clusters
  Score: Raw -648802.634524 + Penalty 2869.117724 = -645933.516800
  nChanged 2
		SP:Iteration 40F (66084.460000 sec): 3 clusters
  Score: Raw -648803.153592 + Penalty 2869.117724 = -645934.035867
  nChanged 1
		SP:Iteration 41Q (66084.640000 sec): 3 clusters
  Score: Raw -648803.447866 + Penalty 2869.117724 = -645934.330142
  nChanged 0
		SP:Iteration 42F (66084.770000 sec): 3 clusters
  Score: Raw -648803.447866 + Penalty 2869.117724 = -645934.330142
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 8 (13733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66084.930000 sec): 2 clusters
  Score: Raw -1173147.669630 + Penalty 1548.228008 = -1171599.441622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66085.160000 sec): 3 clusters
  Score: Raw -1165142.899600 + Penalty 3096.456017 = -1162046.443583
  nChanged 6154
		SP:Iteration 1F (66085.420000 sec): 3 clusters
  Score: Raw -1168702.605296 + Penalty 3096.456017 = -1165606.149279
  nChanged 928
		SP:Iteration 2F (66085.690000 sec): 3 clusters
  Score: Raw -1169190.710387 + Penalty 3096.456017 = -1166094.254370
  nChanged 888
		SP:Iteration 3F (66085.940000 sec): 3 clusters
  Score: Raw -1169718.245150 + Penalty 3096.456017 = -1166621.789133
  nChanged 885
		SP:Iteration 4F (66086.130000 sec): 3 clusters
  Score: Raw -1170282.211727 + Penalty 3096.456017 = -1167185.755711
  nChanged 849
		SP:Iteration 5F (66086.350000 sec): 3 clusters
  Score: Raw -1170847.383291 + Penalty 3096.456017 = -1167750.927275
  nChanged 830
		SP:Iteration 6F (66086.610000 sec): 3 clusters
  Score: Raw -1171416.536387 + Penalty 3096.456017 = -1168320.080370
  nChanged 733
		SP:Iteration 7F (66086.760000 sec): 3 clusters
  Score: Raw -1171904.013981 + Penalty 3096.456017 = -1168807.557964
  nChanged 581
		SP:Iteration 8Q (66086.980000 sec): 3 clusters
  Score: Raw -1172295.185746 + Penalty 3096.456017 = -1169198.729729
  nChanged 482
		SP:Iteration 9Q (66087.200000 sec): 3 clusters
  Score: Raw -1172595.817498 + Penalty 3096.456017 = -1169499.361481
  nChanged 380
		SP:Iteration 10Q (66087.430000 sec): 3 clusters
  Score: Raw -1172811.660325 + Penalty 3096.456017 = -1169715.204308
  nChanged 268
		SP:Iteration 11Q (66087.650000 sec): 3 clusters
  Score: Raw -1172940.775274 + Penalty 3096.456017 = -1169844.319257
  nChanged 182
		SP:Iteration 12Q (66087.920000 sec): 3 clusters
  Score: Raw -1173035.670209 + Penalty 3096.456017 = -1169939.214192
  nChanged 153
		SP:Iteration 13Q (66088.140000 sec): 3 clusters
  Score: Raw -1173106.854883 + Penalty 3096.456017 = -1170010.398866
  nChanged 114
		SP:Iteration 14Q (66088.370000 sec): 3 clusters
  Score: Raw -1173155.752912 + Penalty 3096.456017 = -1170059.296896
  nChanged 83
		SP:Iteration 15Q (66088.590000 sec): 3 clusters
  Score: Raw -1173191.823541 + Penalty 3096.456017 = -1170095.367525
  nChanged 67
		SP:Iteration 16Q (66088.900000 sec): 3 clusters
  Score: Raw -1173221.646695 + Penalty 3096.456017 = -1170125.190679
  nChanged 56
		SP:Iteration 17Q (66089.140000 sec): 3 clusters
  Score: Raw -1173251.774925 + Penalty 3096.456017 = -1170155.318909
  nChanged 59
		SP:Iteration 18Q (66089.390000 sec): 3 clusters
  Score: Raw -1173277.246020 + Penalty 3096.456017 = -1170180.790003
  nChanged 33
		SP:Iteration 19Q (66089.670000 sec): 3 clusters
  Score: Raw -1173293.040346 + Penalty 3096.456017 = -1170196.584329
  nChanged 39
		SP:Iteration 20F (66089.920000 sec): 3 clusters
  Score: Raw -1173309.674623 + Penalty 3096.456017 = -1170213.218607
  nChanged 29
		SP:Iteration 21Q (66090.180000 sec): 3 clusters
  Score: Raw -1173323.619921 + Penalty 3096.456017 = -1170227.163905
  nChanged 40
		SP:Iteration 22Q (66090.450000 sec): 3 clusters
  Score: Raw -1173342.220639 + Penalty 3096.456017 = -1170245.764623
  nChanged 28
		SP:Iteration 23Q (66090.700000 sec): 3 clusters
  Score: Raw -1173353.324586 + Penalty 3096.456017 = -1170256.868570
  nChanged 15
		SP:Iteration 24Q (66090.950000 sec): 3 clusters
  Score: Raw -1173358.373135 + Penalty 3096.456017 = -1170261.917118
  nChanged 16
		SP:Iteration 25Q (66091.210000 sec): 3 clusters
  Score: Raw -1173364.117897 + Penalty 3096.456017 = -1170267.661880
  nChanged 10
		SP:Iteration 26Q (66091.500000 sec): 3 clusters
  Score: Raw -1173368.674674 + Penalty 3096.456017 = -1170272.218657
  nChanged 9
		SP:Iteration 27Q (66091.710000 sec): 3 clusters
  Score: Raw -1173372.181359 + Penalty 3096.456017 = -1170275.725343
  nChanged 4
		SP:Iteration 28Q (66091.980000 sec): 3 clusters
  Score: Raw -1173373.430950 + Penalty 3096.456017 = -1170276.974934
  nChanged 4
		SP:Iteration 29Q (66092.220000 sec): 3 clusters
  Score: Raw -1173375.256288 + Penalty 3096.456017 = -1170278.800271
  nChanged 2
		SP:Iteration 30Q (66092.500000 sec): 3 clusters
  Score: Raw -1173376.108264 + Penalty 3096.456017 = -1170279.652247
  nChanged 3
		SP:Iteration 31Q (66092.740000 sec): 3 clusters
  Score: Raw -1173377.188438 + Penalty 3096.456017 = -1170280.732421
  nChanged 3
		SP:Iteration 32Q (66093.020000 sec): 3 clusters
  Score: Raw -1173377.869576 + Penalty 3096.456017 = -1170281.413559
  nChanged 2
		SP:Iteration 33Q (66093.260000 sec): 3 clusters
  Score: Raw -1173379.122149 + Penalty 3096.456017 = -1170282.666132
  nChanged 4
		SP:Iteration 34Q (66093.520000 sec): 3 clusters
  Score: Raw -1173380.737233 + Penalty 3096.456017 = -1170284.281216
  nChanged 4
		SP:Iteration 35Q (66093.830000 sec): 3 clusters
  Score: Raw -1173382.266662 + Penalty 3096.456017 = -1170285.810645
  nChanged 3
		SP:Iteration 36Q (66094.030000 sec): 3 clusters
  Score: Raw -1173383.375666 + Penalty 3096.456017 = -1170286.919649
  nChanged 2
		SP:Iteration 37Q (66094.290000 sec): 3 clusters
  Score: Raw -1173383.946206 + Penalty 3096.456017 = -1170287.490189
  nChanged 2
		SP:Iteration 38Q (66094.500000 sec): 3 clusters
  Score: Raw -1173384.473385 + Penalty 3096.456017 = -1170288.017368
  nChanged 6
		SP:Iteration 39Q (66094.740000 sec): 3 clusters
  Score: Raw -1173387.431462 + Penalty 3096.456017 = -1170290.975446
  nChanged 8
		SP:Iteration 40F (66094.960000 sec): 3 clusters
  Score: Raw -1173391.364151 + Penalty 3096.456017 = -1170294.908134
  nChanged 9
		SP:Iteration 41Q (66095.180000 sec): 3 clusters
  Score: Raw -1173395.381705 + Penalty 3096.456017 = -1170298.925688
  nChanged 9
		SP:Iteration 42Q (66095.490000 sec): 3 clusters
  Score: Raw -1173399.507340 + Penalty 3096.456017 = -1170303.051324
  nChanged 6
		SP:Iteration 43Q (66095.810000 sec): 3 clusters
  Score: Raw -1173403.667296 + Penalty 3096.456017 = -1170307.211279
  nChanged 11
		SP:Iteration 44Q (66096.120000 sec): 3 clusters
  Score: Raw -1173410.209343 + Penalty 3096.456017 = -1170313.753327
  nChanged 10
		SP:Iteration 45Q (66096.380000 sec): 3 clusters
  Score: Raw -1173415.968763 + Penalty 3096.456017 = -1170319.512746
  nChanged 8
		SP:Iteration 46Q (66096.670000 sec): 3 clusters
  Score: Raw -1173419.782358 + Penalty 3096.456017 = -1170323.326342
  nChanged 8
		SP:Iteration 47Q (66096.930000 sec): 3 clusters
  Score: Raw -1173423.206519 + Penalty 3096.456017 = -1170326.750502
  nChanged 5
		SP:Iteration 48Q (66097.210000 sec): 3 clusters
  Score: Raw -1173424.274364 + Penalty 3096.456017 = -1170327.818347
  nChanged 3
		SP:Iteration 49Q (66097.420000 sec): 3 clusters
  Score: Raw -1173425.825206 + Penalty 3096.456017 = -1170329.369189
  nChanged 7
		SP:Iteration 50Q (66097.720000 sec): 3 clusters
  Score: Raw -1173429.419754 + Penalty 3096.456017 = -1170332.963738
  nChanged 3
		SP:Iteration 51Q (66097.960000 sec): 3 clusters
  Score: Raw -1173430.684644 + Penalty 3096.456017 = -1170334.228627
  nChanged 1
		SP:Iteration 52Q (66098.220000 sec): 3 clusters
  Score: Raw -1173430.902376 + Penalty 3096.456017 = -1170334.446360
  nChanged 1
		SP:Iteration 53Q (66098.510000 sec): 3 clusters
  Score: Raw -1173431.081437 + Penalty 3096.456017 = -1170334.625420
  nChanged 1
		SP:Iteration 54Q (66098.860000 sec): 3 clusters
  Score: Raw -1173431.767295 + Penalty 3096.456017 = -1170335.311278
  nChanged 2
		SP:Iteration 55Q (66099.090000 sec): 3 clusters
  Score: Raw -1173432.399091 + Penalty 3096.456017 = -1170335.943074
  nChanged 1
		SP:Iteration 56Q (66099.420000 sec): 3 clusters
  Score: Raw -1173433.200237 + Penalty 3096.456017 = -1170336.744221
  nChanged 1
		SP:Iteration 57Q (66099.710000 sec): 3 clusters
  Score: Raw -1173433.433278 + Penalty 3096.456017 = -1170336.977261
  nChanged 0
		SP:Iteration 58F (66099.940000 sec): 3 clusters
  Score: Raw -1173433.433278 + Penalty 3096.456017 = -1170336.977261
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 9 (23536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66100.150000 sec): 2 clusters
  Score: Raw -2058085.530371 + Penalty 1635.771547 = -2056449.758824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66100.520000 sec): 3 clusters
  Score: Raw -2043880.840721 + Penalty 3271.543094 = -2040609.297627
  nChanged 10623
		SP:Iteration 1F (66100.760000 sec): 3 clusters
  Score: Raw -2049682.736483 + Penalty 3271.543094 = -2046411.193389
  nChanged 1110
		SP:Iteration 2Q (66101.090000 sec): 3 clusters
  Score: Raw -2050060.050334 + Penalty 3271.543094 = -2046788.507240
  nChanged 1049
		SP:Iteration 3Q (66101.400000 sec): 3 clusters
  Score: Raw -2050417.546293 + Penalty 3271.543094 = -2047146.003199
  nChanged 946
		SP:Iteration 4Q (66101.720000 sec): 3 clusters
  Score: Raw -2050783.217428 + Penalty 3271.543094 = -2047511.674334
  nChanged 1014
		SP:Iteration 5Q (66102.020000 sec): 3 clusters
  Score: Raw -2051239.158666 + Penalty 3271.543094 = -2047967.615572
  nChanged 1034
		SP:Iteration 6Q (66102.410000 sec): 3 clusters
  Score: Raw -2051809.751139 + Penalty 3271.543094 = -2048538.208045
  nChanged 1161
		SP:Iteration 7Q (66102.770000 sec): 3 clusters
  Score: Raw -2052601.036007 + Penalty 3271.543094 = -2049329.492913
  nChanged 1257
		SP:Iteration 8F (66103.060000 sec): 3 clusters
  Score: Raw -2053564.475419 + Penalty 3271.543094 = -2050292.932325
  nChanged 1244
		SP:Iteration 9F (66103.380000 sec): 3 clusters
  Score: Raw -2054588.652816 + Penalty 3271.543094 = -2051317.109722
  nChanged 1066
		SP:Iteration 10Q (66103.730000 sec): 3 clusters
  Score: Raw -2055429.273708 + Penalty 3271.543094 = -2052157.730614
  nChanged 916
		SP:Iteration 11Q (66104.070000 sec): 3 clusters
  Score: Raw -2056099.871199 + Penalty 3271.543094 = -2052828.328105
  nChanged 746
		SP:Iteration 12Q (66104.390000 sec): 3 clusters
  Score: Raw -2056610.455811 + Penalty 3271.543094 = -2053338.912717
  nChanged 634
		SP:Iteration 13Q (66104.760000 sec): 3 clusters
  Score: Raw -2057002.845977 + Penalty 3271.543094 = -2053731.302883
  nChanged 509
		SP:Iteration 14Q (66105.030000 sec): 3 clusters
  Score: Raw -2057316.144589 + Penalty 3271.543094 = -2054044.601495
  nChanged 470
		SP:Iteration 15Q (66105.330000 sec): 3 clusters
  Score: Raw -2057606.065702 + Penalty 3271.543094 = -2054334.522608
  nChanged 412
		SP:Iteration 16Q (66105.700000 sec): 3 clusters
  Score: Raw -2057813.389230 + Penalty 3271.543094 = -2054541.846136
  nChanged 353
		SP:Iteration 17Q (66106.080000 sec): 3 clusters
  Score: Raw -2057972.147312 + Penalty 3271.543094 = -2054700.604218
  nChanged 312
		SP:Iteration 18Q (66106.430000 sec): 3 clusters
  Score: Raw -2058108.422823 + Penalty 3271.543094 = -2054836.879729
  nChanged 283
		SP:Iteration 19Q (66106.780000 sec): 3 clusters
  Score: Raw -2058221.122214 + Penalty 3271.543094 = -2054949.579120
  nChanged 256
		SP:Iteration 20F (66107.120000 sec): 3 clusters
  Score: Raw -2058317.249456 + Penalty 3271.543094 = -2055045.706362
  nChanged 232
		SP:Iteration 21Q (66107.370000 sec): 3 clusters
  Score: Raw -2058395.259309 + Penalty 3271.543094 = -2055123.716215
  nChanged 212
		SP:Iteration 22Q (66107.620000 sec): 3 clusters
  Score: Raw -2058467.069791 + Penalty 3271.543094 = -2055195.526697
  nChanged 183
		SP:Iteration 23Q (66107.920000 sec): 3 clusters
  Score: Raw -2058530.225876 + Penalty 3271.543094 = -2055258.682783
  nChanged 148
		SP:Iteration 24Q (66108.200000 sec): 3 clusters
  Score: Raw -2058576.789060 + Penalty 3271.543094 = -2055305.245966
  nChanged 135
		SP:Iteration 25Q (66108.480000 sec): 3 clusters
  Score: Raw -2058628.182215 + Penalty 3271.543094 = -2055356.639121
  nChanged 135
		SP:Iteration 26Q (66108.820000 sec): 3 clusters
  Score: Raw -2058674.485944 + Penalty 3271.543094 = -2055402.942850
  nChanged 132
		SP:Iteration 27Q (66109.190000 sec): 3 clusters
  Score: Raw -2058713.507563 + Penalty 3271.543094 = -2055441.964469
  nChanged 113
		SP:Iteration 28Q (66109.550000 sec): 3 clusters
  Score: Raw -2058745.837317 + Penalty 3271.543094 = -2055474.294223
  nChanged 79
		SP:Iteration 29Q (66109.810000 sec): 3 clusters
  Score: Raw -2058767.002755 + Penalty 3271.543094 = -2055495.459661
  nChanged 75
		SP:Iteration 30Q (66110.140000 sec): 3 clusters
  Score: Raw -2058783.348562 + Penalty 3271.543094 = -2055511.805468
  nChanged 52
		SP:Iteration 31Q (66110.460000 sec): 3 clusters
  Score: Raw -2058792.557639 + Penalty 3271.543094 = -2055521.014546
  nChanged 41
		SP:Iteration 32Q (66110.800000 sec): 3 clusters
  Score: Raw -2058800.283557 + Penalty 3271.543094 = -2055528.740463
  nChanged 30
		SP:Iteration 33Q (66111.110000 sec): 3 clusters
  Score: Raw -2058806.259404 + Penalty 3271.543094 = -2055534.716311
  nChanged 32
		SP:Iteration 34Q (66111.420000 sec): 3 clusters
  Score: Raw -2058811.271375 + Penalty 3271.543094 = -2055539.728281
  nChanged 23
		SP:Iteration 35Q (66111.780000 sec): 3 clusters
  Score: Raw -2058815.604998 + Penalty 3271.543094 = -2055544.061905
  nChanged 24
		SP:Iteration 36Q (66112.070000 sec): 3 clusters
  Score: Raw -2058821.298664 + Penalty 3271.543094 = -2055549.755570
  nChanged 23
		SP:Iteration 37Q (66112.430000 sec): 3 clusters
  Score: Raw -2058825.927043 + Penalty 3271.543094 = -2055554.383949
  nChanged 29
		SP:Iteration 38Q (66112.760000 sec): 3 clusters
  Score: Raw -2058832.450322 + Penalty 3271.543094 = -2055560.907228
  nChanged 24
		SP:Iteration 39Q (66113.120000 sec): 3 clusters
  Score: Raw -2058836.530029 + Penalty 3271.543094 = -2055564.986935
  nChanged 21
		SP:Iteration 40F (66113.470000 sec): 3 clusters
  Score: Raw -2058840.883715 + Penalty 3271.543094 = -2055569.340621
  nChanged 21
		SP:Iteration 41Q (66113.760000 sec): 3 clusters
  Score: Raw -2058845.191887 + Penalty 3271.543094 = -2055573.648793
  nChanged 22
		SP:Iteration 42Q (66114.040000 sec): 3 clusters
  Score: Raw -2058849.234223 + Penalty 3271.543094 = -2055577.691129
  nChanged 23
		SP:Iteration 43Q (66114.400000 sec): 3 clusters
  Score: Raw -2058853.710077 + Penalty 3271.543094 = -2055582.166983
  nChanged 23
		SP:Iteration 44Q (66114.800000 sec): 3 clusters
  Score: Raw -2058857.659139 + Penalty 3271.543094 = -2055586.116045
  nChanged 13
		SP:Iteration 45Q (66115.080000 sec): 3 clusters
  Score: Raw -2058859.725563 + Penalty 3271.543094 = -2055588.182469
  nChanged 8
		SP:Iteration 46Q (66115.380000 sec): 3 clusters
  Score: Raw -2058860.994350 + Penalty 3271.543094 = -2055589.451256
  nChanged 7
		SP:Iteration 47Q (66115.730000 sec): 3 clusters
  Score: Raw -2058862.434378 + Penalty 3271.543094 = -2055590.891284
  nChanged 12
		SP:Iteration 48Q (66116.100000 sec): 3 clusters
  Score: Raw -2058864.512403 + Penalty 3271.543094 = -2055592.969309
  nChanged 16
		SP:Iteration 49Q (66116.410000 sec): 3 clusters
  Score: Raw -2058867.195537 + Penalty 3271.543094 = -2055595.652443
  nChanged 18
		SP:Iteration 50Q (66116.740000 sec): 3 clusters
  Score: Raw -2058870.304669 + Penalty 3271.543094 = -2055598.761575
  nChanged 15
		SP:Iteration 51Q (66117.050000 sec): 3 clusters
  Score: Raw -2058872.547708 + Penalty 3271.543094 = -2055601.004614
  nChanged 10
		SP:Iteration 52Q (66117.380000 sec): 3 clusters
  Score: Raw -2058873.756407 + Penalty 3271.543094 = -2055602.213313
  nChanged 6
		SP:Iteration 53Q (66117.690000 sec): 3 clusters
  Score: Raw -2058874.495164 + Penalty 3271.543094 = -2055602.952070
  nChanged 6
		SP:Iteration 54Q (66118.050000 sec): 3 clusters
  Score: Raw -2058875.207902 + Penalty 3271.543094 = -2055603.664808
  nChanged 7
		SP:Iteration 55Q (66118.380000 sec): 3 clusters
  Score: Raw -2058876.023472 + Penalty 3271.543094 = -2055604.480378
  nChanged 4
		SP:Iteration 56Q (66118.610000 sec): 3 clusters
  Score: Raw -2058877.044612 + Penalty 3271.543094 = -2055605.501518
  nChanged 7
		SP:Iteration 57Q (66118.980000 sec): 3 clusters
  Score: Raw -2058878.156630 + Penalty 3271.543094 = -2055606.613536
  nChanged 2
		SP:Iteration 58Q (66119.310000 sec): 3 clusters
  Score: Raw -2058878.552346 + Penalty 3271.543094 = -2055607.009252
  nChanged 4
		SP:Iteration 59Q (66119.580000 sec): 3 clusters
  Score: Raw -2058878.980371 + Penalty 3271.543094 = -2055607.437277
  nChanged 2
		SP:Iteration 60F (66119.840000 sec): 3 clusters
  Score: Raw -2058879.426867 + Penalty 3271.543094 = -2055607.883773
  nChanged 4
		SP:Iteration 61Q (66120.210000 sec): 3 clusters
  Score: Raw -2058879.888114 + Penalty 3271.543094 = -2055608.345020
  nChanged 1
		SP:Iteration 62Q (66120.520000 sec): 3 clusters
  Score: Raw -2058879.975639 + Penalty 3271.543094 = -2055608.432545
  nChanged 1
		SP:Iteration 63Q (66120.900000 sec): 3 clusters
  Score: Raw -2058880.103706 + Penalty 3271.543094 = -2055608.560612
  nChanged 1
		SP:Iteration 64Q (66121.170000 sec): 3 clusters
  Score: Raw -2058880.180280 + Penalty 3271.543094 = -2055608.637186
  nChanged 0
		SP:Iteration 65F (66121.550000 sec): 3 clusters
  Score: Raw -2058880.180280 + Penalty 3271.543094 = -2055608.637186
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 10 (16477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66121.760000 sec): 2 clusters
  Score: Raw -1429707.996827 + Penalty 1577.829622 = -1428130.167206
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66122.010000 sec): 3 clusters
  Score: Raw -1419930.958303 + Penalty 3155.659243 = -1416775.299059
  nChanged 7403
		SP:Iteration 1F (66122.250000 sec): 3 clusters
  Score: Raw -1423976.219933 + Penalty 3155.659243 = -1420820.560689
  nChanged 915
		SP:Iteration 2F (66122.490000 sec): 3 clusters
  Score: Raw -1424369.571965 + Penalty 3155.659243 = -1421213.912722
  nChanged 894
		SP:Iteration 3F (66122.790000 sec): 3 clusters
  Score: Raw -1424786.822629 + Penalty 3155.659243 = -1421631.163386
  nChanged 913
		SP:Iteration 4F (66123.040000 sec): 3 clusters
  Score: Raw -1425264.497497 + Penalty 3155.659243 = -1422108.838254
  nChanged 989
		SP:Iteration 5F (66123.310000 sec): 3 clusters
  Score: Raw -1425850.872063 + Penalty 3155.659243 = -1422695.212820
  nChanged 995
		SP:Iteration 6F (66123.580000 sec): 3 clusters
  Score: Raw -1426461.432825 + Penalty 3155.659243 = -1423305.773581
  nChanged 953
		SP:Iteration 7F (66123.850000 sec): 3 clusters
  Score: Raw -1426991.820881 + Penalty 3155.659243 = -1423836.161638
  nChanged 759
		SP:Iteration 8Q (66124.090000 sec): 3 clusters
  Score: Raw -1427367.152822 + Penalty 3155.659243 = -1424211.493579
  nChanged 608
		SP:Iteration 9Q (66124.460000 sec): 3 clusters
  Score: Raw -1427604.051037 + Penalty 3155.659243 = -1424448.391794
  nChanged 430
		SP:Iteration 10Q (66124.860000 sec): 3 clusters
  Score: Raw -1427754.593150 + Penalty 3155.659243 = -1424598.933907
  nChanged 358
		SP:Iteration 11Q (66125.090000 sec): 3 clusters
  Score: Raw -1427870.594353 + Penalty 3155.659243 = -1424714.935110
  nChanged 322
		SP:Iteration 12Q (66125.430000 sec): 3 clusters
  Score: Raw -1427967.906721 + Penalty 3155.659243 = -1424812.247478
  nChanged 289
		SP:Iteration 13Q (66125.670000 sec): 3 clusters
  Score: Raw -1428042.131889 + Penalty 3155.659243 = -1424886.472646
  nChanged 256
		SP:Iteration 14Q (66125.980000 sec): 3 clusters
  Score: Raw -1428101.971799 + Penalty 3155.659243 = -1424946.312556
  nChanged 264
		SP:Iteration 15Q (66126.300000 sec): 3 clusters
  Score: Raw -1428163.013541 + Penalty 3155.659243 = -1425007.354298
  nChanged 246
		SP:Iteration 16Q (66126.550000 sec): 3 clusters
  Score: Raw -1428222.764893 + Penalty 3155.659243 = -1425067.105650
  nChanged 262
		SP:Iteration 17Q (66126.840000 sec): 3 clusters
  Score: Raw -1428287.587035 + Penalty 3155.659243 = -1425131.927792
  nChanged 246
		SP:Iteration 18Q (66127.210000 sec): 3 clusters
  Score: Raw -1428348.416616 + Penalty 3155.659243 = -1425192.757372
  nChanged 280
		SP:Iteration 19Q (66127.470000 sec): 3 clusters
  Score: Raw -1428425.581317 + Penalty 3155.659243 = -1425269.922074
  nChanged 296
		SP:Iteration 20F (66127.730000 sec): 3 clusters
  Score: Raw -1428507.858924 + Penalty 3155.659243 = -1425352.199681
  nChanged 304
		SP:Iteration 21Q (66128.070000 sec): 3 clusters
  Score: Raw -1428603.323100 + Penalty 3155.659243 = -1425447.663857
  nChanged 336
		SP:Iteration 22Q (66128.310000 sec): 3 clusters
  Score: Raw -1428710.622966 + Penalty 3155.659243 = -1425554.963723
  nChanged 349
		SP:Iteration 23Q (66128.600000 sec): 3 clusters
  Score: Raw -1428825.383126 + Penalty 3155.659243 = -1425669.723883
  nChanged 359
		SP:Iteration 24Q (66128.950000 sec): 3 clusters
  Score: Raw -1428936.841281 + Penalty 3155.659243 = -1425781.182038
  nChanged 302
		SP:Iteration 25Q (66129.210000 sec): 3 clusters
  Score: Raw -1429023.439837 + Penalty 3155.659243 = -1425867.780594
  nChanged 291
		SP:Iteration 26Q (66129.530000 sec): 3 clusters
  Score: Raw -1429111.847352 + Penalty 3155.659243 = -1425956.188109
  nChanged 307
		SP:Iteration 27Q (66129.850000 sec): 3 clusters
  Score: Raw -1429207.084517 + Penalty 3155.659243 = -1426051.425274
  nChanged 271
		SP:Iteration 28Q (66130.100000 sec): 3 clusters
  Score: Raw -1429286.793779 + Penalty 3155.659243 = -1426131.134536
  nChanged 272
		SP:Iteration 29Q (66130.390000 sec): 3 clusters
  Score: Raw -1429369.762380 + Penalty 3155.659243 = -1426214.103137
  nChanged 260
		SP:Iteration 30Q (66130.650000 sec): 3 clusters
  Score: Raw -1429452.593782 + Penalty 3155.659243 = -1426296.934539
  nChanged 244
		SP:Iteration 31Q (66130.990000 sec): 3 clusters
  Score: Raw -1429533.125383 + Penalty 3155.659243 = -1426377.466140
  nChanged 240
		SP:Iteration 32Q (66131.280000 sec): 3 clusters
  Score: Raw -1429610.943645 + Penalty 3155.659243 = -1426455.284402
  nChanged 229
		SP:Iteration 33Q (66131.530000 sec): 3 clusters
  Score: Raw -1429684.255970 + Penalty 3155.659243 = -1426528.596727
  nChanged 220
		SP:Iteration 34Q (66131.810000 sec): 3 clusters
  Score: Raw -1429755.399955 + Penalty 3155.659243 = -1426599.740712
  nChanged 196
		SP:Iteration 35Q (66132.130000 sec): 3 clusters
  Score: Raw -1429815.696339 + Penalty 3155.659243 = -1426660.037096
  nChanged 189
		SP:Iteration 36Q (66132.350000 sec): 3 clusters
  Score: Raw -1429873.056715 + Penalty 3155.659243 = -1426717.397472
  nChanged 145
		SP:Iteration 37Q (66132.620000 sec): 3 clusters
  Score: Raw -1429916.365813 + Penalty 3155.659243 = -1426760.706570
  nChanged 127
		SP:Iteration 38Q (66132.910000 sec): 3 clusters
  Score: Raw -1429951.673502 + Penalty 3155.659243 = -1426796.014258
  nChanged 108
		SP:Iteration 39Q (66133.190000 sec): 3 clusters
  Score: Raw -1429982.518503 + Penalty 3155.659243 = -1426826.859260
  nChanged 99
		SP:Iteration 40F (66133.470000 sec): 3 clusters
  Score: Raw -1430011.272437 + Penalty 3155.659243 = -1426855.613194
  nChanged 86
		SP:Iteration 41Q (66133.790000 sec): 3 clusters
  Score: Raw -1430034.468867 + Penalty 3155.659243 = -1426878.809624
  nChanged 81
		SP:Iteration 42Q (66134.030000 sec): 3 clusters
  Score: Raw -1430056.600238 + Penalty 3155.659243 = -1426900.940995
  nChanged 77
		SP:Iteration 43Q (66134.340000 sec): 3 clusters
  Score: Raw -1430077.468919 + Penalty 3155.659243 = -1426921.809676
  nChanged 75
		SP:Iteration 44Q (66134.590000 sec): 3 clusters
  Score: Raw -1430102.523213 + Penalty 3155.659243 = -1426946.863970
  nChanged 80
		SP:Iteration 45Q (66134.880000 sec): 3 clusters
  Score: Raw -1430126.186041 + Penalty 3155.659243 = -1426970.526797
  nChanged 64
		SP:Iteration 46Q (66135.180000 sec): 3 clusters
  Score: Raw -1430144.179292 + Penalty 3155.659243 = -1426988.520049
  nChanged 58
		SP:Iteration 47Q (66135.440000 sec): 3 clusters
  Score: Raw -1430158.870416 + Penalty 3155.659243 = -1427003.211173
  nChanged 51
		SP:Iteration 48Q (66135.700000 sec): 3 clusters
  Score: Raw -1430170.594894 + Penalty 3155.659243 = -1427014.935650
  nChanged 34
		SP:Iteration 49Q (66135.950000 sec): 3 clusters
  Score: Raw -1430178.625881 + Penalty 3155.659243 = -1427022.966638
  nChanged 28
		SP:Iteration 50Q (66136.230000 sec): 3 clusters
  Score: Raw -1430185.800894 + Penalty 3155.659243 = -1427030.141651
  nChanged 30
		SP:Iteration 51Q (66136.560000 sec): 3 clusters
  Score: Raw -1430194.824929 + Penalty 3155.659243 = -1427039.165686
  nChanged 39
		SP:Iteration 52Q (66136.840000 sec): 3 clusters
  Score: Raw -1430205.516132 + Penalty 3155.659243 = -1427049.856889
  nChanged 34
		SP:Iteration 53Q (66137.100000 sec): 3 clusters
  Score: Raw -1430215.904717 + Penalty 3155.659243 = -1427060.245474
  nChanged 25
		SP:Iteration 54Q (66137.360000 sec): 3 clusters
  Score: Raw -1430221.575423 + Penalty 3155.659243 = -1427065.916180
  nChanged 17
		SP:Iteration 55Q (66137.640000 sec): 3 clusters
  Score: Raw -1430225.932030 + Penalty 3155.659243 = -1427070.272787
  nChanged 17
		SP:Iteration 56Q (66137.920000 sec): 3 clusters
  Score: Raw -1430229.438697 + Penalty 3155.659243 = -1427073.779453
  nChanged 13
		SP:Iteration 57Q (66138.200000 sec): 3 clusters
  Score: Raw -1430231.997657 + Penalty 3155.659243 = -1427076.338414
  nChanged 10
		SP:Iteration 58Q (66138.510000 sec): 3 clusters
  Score: Raw -1430233.657042 + Penalty 3155.659243 = -1427077.997799
  nChanged 3
		SP:Iteration 59Q (66138.880000 sec): 3 clusters
  Score: Raw -1430234.287700 + Penalty 3155.659243 = -1427078.628456
  nChanged 5
		SP:Iteration 60F (66139.160000 sec): 3 clusters
  Score: Raw -1430235.082265 + Penalty 3155.659243 = -1427079.423022
  nChanged 3
		SP:Iteration 61Q (66139.460000 sec): 3 clusters
  Score: Raw -1430235.445436 + Penalty 3155.659243 = -1427079.786193
  nChanged 1
		SP:Iteration 62Q (66139.750000 sec): 3 clusters
  Score: Raw -1430235.630246 + Penalty 3155.659243 = -1427079.971003
  nChanged 1
		SP:Iteration 63Q (66140.050000 sec): 3 clusters
  Score: Raw -1430235.739079 + Penalty 3155.659243 = -1427080.079836
  nChanged 0
		SP:Iteration 64F (66140.340000 sec): 3 clusters
  Score: Raw -1430235.739079 + Penalty 3155.659243 = -1427080.079836
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 11 (81722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66140.940000 sec): 2 clusters
  Score: Raw -7286538.411716 + Penalty 1838.050260 = -7284700.361456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66141.630000 sec): 3 clusters
  Score: Raw -7233862.053895 + Penalty 3676.100520 = -7230185.953375
  nChanged 38938
		SP:Iteration 1F (66142.330000 sec): 3 clusters
  Score: Raw -7256264.902540 + Penalty 3676.100520 = -7252588.802020
  nChanged 2506
		SP:Iteration 2Q (66143.030000 sec): 3 clusters
  Score: Raw -7256810.409012 + Penalty 3676.100520 = -7253134.308492
  nChanged 2546
		SP:Iteration 3Q (66143.730000 sec): 3 clusters
  Score: Raw -7257452.831583 + Penalty 3676.100520 = -7253776.731063
  nChanged 2796
		SP:Iteration 4Q (66144.360000 sec): 3 clusters
  Score: Raw -7258316.985956 + Penalty 3676.100520 = -7254640.885436
  nChanged 3274
		SP:Iteration 5Q (66145.120000 sec): 3 clusters
  Score: Raw -7259557.937364 + Penalty 3676.100520 = -7255881.836844
  nChanged 3881
		SP:Iteration 6Q (66145.800000 sec): 3 clusters
  Score: Raw -7261380.494275 + Penalty 3676.100520 = -7257704.393755
  nChanged 4497
		SP:Iteration 7F (66146.460000 sec): 3 clusters
  Score: Raw -7263808.140202 + Penalty 3676.100520 = -7260132.039682
  nChanged 4992
		SP:Iteration 8F (66147.100000 sec): 3 clusters
  Score: Raw -7266837.433867 + Penalty 3676.100520 = -7263161.333347
  nChanged 5102
		SP:Iteration 9F (66147.730000 sec): 3 clusters
  Score: Raw -7270110.805590 + Penalty 3676.100520 = -7266434.705070
  nChanged 4870
		SP:Iteration 10F (66148.390000 sec): 3 clusters
  Score: Raw -7273129.604774 + Penalty 3676.100520 = -7269453.504254
  nChanged 4407
		SP:Iteration 11F (66149.040000 sec): 3 clusters
  Score: Raw -7275530.203580 + Penalty 3676.100520 = -7271854.103060
  nChanged 3661
		SP:Iteration 12Q (66149.710000 sec): 3 clusters
  Score: Raw -7277137.264415 + Penalty 3676.100520 = -7273461.163896
  nChanged 3003
		SP:Iteration 13Q (66150.330000 sec): 3 clusters
  Score: Raw -7278258.661659 + Penalty 3676.100520 = -7274582.561140
  nChanged 2440
		SP:Iteration 14Q (66151.060000 sec): 3 clusters
  Score: Raw -7279077.580977 + Penalty 3676.100520 = -7275401.480457
  nChanged 2310
		SP:Iteration 15Q (66151.770000 sec): 3 clusters
  Score: Raw -7279857.091469 + Penalty 3676.100520 = -7276180.990950
  nChanged 2353
		SP:Iteration 16Q (66152.480000 sec): 3 clusters
  Score: Raw -7280631.610488 + Penalty 3676.100520 = -7276955.509968
  nChanged 2364
		SP:Iteration 17Q (66153.200000 sec): 3 clusters
  Score: Raw -7281408.002097 + Penalty 3676.100520 = -7277731.901578
  nChanged 2369
		SP:Iteration 18Q (66153.870000 sec): 3 clusters
  Score: Raw -7282194.798497 + Penalty 3676.100520 = -7278518.697977
  nChanged 2371
		SP:Iteration 19Q (66154.600000 sec): 3 clusters
  Score: Raw -7282991.509327 + Penalty 3676.100520 = -7279315.408807
  nChanged 2315
		SP:Iteration 20F (66155.230000 sec): 3 clusters
  Score: Raw -7283751.044534 + Penalty 3676.100520 = -7280074.944014
  nChanged 2093
		SP:Iteration 21Q (66155.850000 sec): 3 clusters
  Score: Raw -7284406.664741 + Penalty 3676.100520 = -7280730.564222
  nChanged 1990
		SP:Iteration 22Q (66156.520000 sec): 3 clusters
  Score: Raw -7285009.812687 + Penalty 3676.100520 = -7281333.712167
  nChanged 1774
		SP:Iteration 23Q (66157.210000 sec): 3 clusters
  Score: Raw -7285524.396460 + Penalty 3676.100520 = -7281848.295941
  nChanged 1590
		SP:Iteration 24Q (66157.910000 sec): 3 clusters
  Score: Raw -7285956.457064 + Penalty 3676.100520 = -7282280.356544
  nChanged 1387
		SP:Iteration 25Q (66158.620000 sec): 3 clusters
  Score: Raw -7286320.853347 + Penalty 3676.100520 = -7282644.752827
  nChanged 1268
		SP:Iteration 26Q (66159.290000 sec): 3 clusters
  Score: Raw -7286647.731937 + Penalty 3676.100520 = -7282971.631418
  nChanged 1143
		SP:Iteration 27Q (66159.900000 sec): 3 clusters
  Score: Raw -7286933.433824 + Penalty 3676.100520 = -7283257.333304
  nChanged 973
		SP:Iteration 28Q (66160.530000 sec): 3 clusters
  Score: Raw -7287166.607915 + Penalty 3676.100520 = -7283490.507396
  nChanged 861
		SP:Iteration 29Q (66161.140000 sec): 3 clusters
  Score: Raw -7287352.202001 + Penalty 3676.100520 = -7283676.101482
  nChanged 683
		SP:Iteration 30Q (66161.770000 sec): 3 clusters
  Score: Raw -7287476.727262 + Penalty 3676.100520 = -7283800.626742
  nChanged 561
		SP:Iteration 31Q (66162.420000 sec): 3 clusters
  Score: Raw -7287573.306884 + Penalty 3676.100520 = -7283897.206364
  nChanged 498
		SP:Iteration 32Q (66163.110000 sec): 3 clusters
  Score: Raw -7287654.405539 + Penalty 3676.100520 = -7283978.305019
  nChanged 417
		SP:Iteration 33Q (66163.800000 sec): 3 clusters
  Score: Raw -7287718.204049 + Penalty 3676.100520 = -7284042.103529
  nChanged 361
		SP:Iteration 34Q (66164.530000 sec): 3 clusters
  Score: Raw -7287769.683677 + Penalty 3676.100520 = -7284093.583158
  nChanged 305
		SP:Iteration 35Q (66165.240000 sec): 3 clusters
  Score: Raw -7287817.101626 + Penalty 3676.100520 = -7284141.001106
  nChanged 288
		SP:Iteration 36Q (66165.970000 sec): 3 clusters
  Score: Raw -7287860.012531 + Penalty 3676.100520 = -7284183.912011
  nChanged 232
		SP:Iteration 37Q (66166.680000 sec): 3 clusters
  Score: Raw -7287892.752190 + Penalty 3676.100520 = -7284216.651670
  nChanged 205
		SP:Iteration 38Q (66167.340000 sec): 3 clusters
  Score: Raw -7287920.925709 + Penalty 3676.100520 = -7284244.825189
  nChanged 189
		SP:Iteration 39Q (66167.980000 sec): 3 clusters
  Score: Raw -7287943.127087 + Penalty 3676.100520 = -7284267.026567
  nChanged 150
		SP:Iteration 40F (66168.590000 sec): 3 clusters
  Score: Raw -7287958.934408 + Penalty 3676.100520 = -7284282.833889
  nChanged 114
		SP:Iteration 41Q (66169.180000 sec): 3 clusters
  Score: Raw -7287971.203574 + Penalty 3676.100520 = -7284295.103055
  nChanged 104
		SP:Iteration 42Q (66169.750000 sec): 3 clusters
  Score: Raw -7287981.741189 + Penalty 3676.100520 = -7284305.640669
  nChanged 96
		SP:Iteration 43Q (66170.320000 sec): 3 clusters
  Score: Raw -7287990.110364 + Penalty 3676.100520 = -7284314.009845
  nChanged 84
		SP:Iteration 44Q (66170.890000 sec): 3 clusters
  Score: Raw -7287997.449148 + Penalty 3676.100520 = -7284321.348628
  nChanged 63
		SP:Iteration 45Q (66171.560000 sec): 3 clusters
  Score: Raw -7288002.928698 + Penalty 3676.100520 = -7284326.828178
  nChanged 71
		SP:Iteration 46Q (66172.180000 sec): 3 clusters
  Score: Raw -7288009.187359 + Penalty 3676.100520 = -7284333.086839
  nChanged 68
		SP:Iteration 47Q (66172.900000 sec): 3 clusters
  Score: Raw -7288015.047807 + Penalty 3676.100520 = -7284338.947287
  nChanged 61
		SP:Iteration 48Q (66173.550000 sec): 3 clusters
  Score: Raw -7288019.992919 + Penalty 3676.100520 = -7284343.892399
  nChanged 47
		SP:Iteration 49Q (66174.220000 sec): 3 clusters
  Score: Raw -7288023.301154 + Penalty 3676.100520 = -7284347.200634
  nChanged 43
		SP:Iteration 50Q (66174.840000 sec): 3 clusters
  Score: Raw -7288026.177753 + Penalty 3676.100520 = -7284350.077234
  nChanged 36
		SP:Iteration 51Q (66175.440000 sec): 3 clusters
  Score: Raw -7288028.866182 + Penalty 3676.100520 = -7284352.765662
  nChanged 39
		SP:Iteration 52Q (66176.090000 sec): 3 clusters
  Score: Raw -7288031.865428 + Penalty 3676.100520 = -7284355.764909
  nChanged 31
		SP:Iteration 53Q (66176.770000 sec): 3 clusters
  Score: Raw -7288034.391160 + Penalty 3676.100520 = -7284358.290640
  nChanged 34
		SP:Iteration 54Q (66177.360000 sec): 3 clusters
  Score: Raw -7288036.776203 + Penalty 3676.100520 = -7284360.675683
  nChanged 24
		SP:Iteration 55Q (66178.000000 sec): 3 clusters
  Score: Raw -7288038.476417 + Penalty 3676.100520 = -7284362.375898
  nChanged 23
		SP:Iteration 56Q (66178.660000 sec): 3 clusters
  Score: Raw -7288040.015259 + Penalty 3676.100520 = -7284363.914739
  nChanged 24
		SP:Iteration 57Q (66179.350000 sec): 3 clusters
  Score: Raw -7288041.886756 + Penalty 3676.100520 = -7284365.786236
  nChanged 21
		SP:Iteration 58Q (66180.050000 sec): 3 clusters
  Score: Raw -7288043.596272 + Penalty 3676.100520 = -7284367.495752
  nChanged 31
		SP:Iteration 59Q (66180.670000 sec): 3 clusters
  Score: Raw -7288045.977283 + Penalty 3676.100520 = -7284369.876763
  nChanged 31
		SP:Iteration 60F (66181.250000 sec): 3 clusters
  Score: Raw -7288047.974559 + Penalty 3676.100520 = -7284371.874039
  nChanged 23
		SP:Iteration 61Q (66181.850000 sec): 3 clusters
  Score: Raw -7288049.534139 + Penalty 3676.100520 = -7284373.433619
  nChanged 20
		SP:Iteration 62Q (66182.490000 sec): 3 clusters
  Score: Raw -7288051.031745 + Penalty 3676.100520 = -7284374.931225
  nChanged 26
		SP:Iteration 63Q (66183.080000 sec): 3 clusters
  Score: Raw -7288052.744267 + Penalty 3676.100520 = -7284376.643747
  nChanged 29
		SP:Iteration 64Q (66183.670000 sec): 3 clusters
  Score: Raw -7288054.743028 + Penalty 3676.100520 = -7284378.642508
  nChanged 24
		SP:Iteration 65Q (66184.310000 sec): 3 clusters
  Score: Raw -7288056.268012 + Penalty 3676.100520 = -7284380.167492
  nChanged 15
		SP:Iteration 66Q (66184.930000 sec): 3 clusters
  Score: Raw -7288057.074455 + Penalty 3676.100520 = -7284380.973936
  nChanged 8
		SP:Iteration 67Q (66185.610000 sec): 3 clusters
  Score: Raw -7288057.565235 + Penalty 3676.100520 = -7284381.464716
  nChanged 10
		SP:Iteration 68Q (66186.210000 sec): 3 clusters
  Score: Raw -7288058.016539 + Penalty 3676.100520 = -7284381.916019
  nChanged 9
		SP:Iteration 69Q (66186.840000 sec): 3 clusters
  Score: Raw -7288058.642299 + Penalty 3676.100520 = -7284382.541779
  nChanged 12
		SP:Iteration 70Q (66187.470000 sec): 3 clusters
  Score: Raw -7288059.564380 + Penalty 3676.100520 = -7284383.463860
  nChanged 12
		SP:Iteration 71Q (66188.080000 sec): 3 clusters
  Score: Raw -7288060.313354 + Penalty 3676.100520 = -7284384.212834
  nChanged 15
		SP:Iteration 72Q (66188.670000 sec): 3 clusters
  Score: Raw -7288061.211562 + Penalty 3676.100520 = -7284385.111042
  nChanged 13
		SP:Iteration 73Q (66189.330000 sec): 3 clusters
  Score: Raw -7288062.149250 + Penalty 3676.100520 = -7284386.048730
  nChanged 11
		SP:Iteration 74Q (66189.980000 sec): 3 clusters
  Score: Raw -7288062.967814 + Penalty 3676.100520 = -7284386.867294
  nChanged 19
		SP:Iteration 75Q (66190.670000 sec): 3 clusters
  Score: Raw -7288064.236183 + Penalty 3676.100520 = -7284388.135663
  nChanged 6
		SP:Iteration 76Q (66191.320000 sec): 3 clusters
  Score: Raw -7288064.621028 + Penalty 3676.100520 = -7284388.520508
  nChanged 9
		SP:Iteration 77Q (66191.910000 sec): 3 clusters
  Score: Raw -7288065.139154 + Penalty 3676.100520 = -7284389.038634
  nChanged 14
		SP:Iteration 78Q (66192.630000 sec): 3 clusters
  Score: Raw -7288065.884362 + Penalty 3676.100520 = -7284389.783842
  nChanged 7
		SP:Iteration 79Q (66193.250000 sec): 3 clusters
  Score: Raw -7288066.241170 + Penalty 3676.100520 = -7284390.140650
  nChanged 7
		SP:Iteration 80F (66193.970000 sec): 3 clusters
  Score: Raw -7288066.605209 + Penalty 3676.100520 = -7284390.504689
  nChanged 2
		SP:Iteration 81Q (66194.610000 sec): 3 clusters
  Score: Raw -7288066.672613 + Penalty 3676.100520 = -7284390.572093
  nChanged 1
		SP:Iteration 82Q (66195.210000 sec): 3 clusters
  Score: Raw -7288066.701546 + Penalty 3676.100520 = -7284390.601026
  nChanged 1
		SP:Iteration 83Q (66195.910000 sec): 3 clusters
  Score: Raw -7288066.760548 + Penalty 3676.100520 = -7284390.660028
  nChanged 2
		SP:Iteration 84Q (66196.560000 sec): 3 clusters
  Score: Raw -7288066.876851 + Penalty 3676.100520 = -7284390.776331
  nChanged 2
		SP:Iteration 85Q (66197.280000 sec): 3 clusters
  Score: Raw -7288066.946314 + Penalty 3676.100520 = -7284390.845794
  nChanged 2
		SP:Iteration 86Q (66197.950000 sec): 3 clusters
  Score: Raw -7288067.080104 + Penalty 3676.100520 = -7284390.979584
  nChanged 5
		SP:Iteration 87Q (66198.690000 sec): 3 clusters
  Score: Raw -7288067.365976 + Penalty 3676.100520 = -7284391.265456
  nChanged 2
		SP:Iteration 88Q (66199.360000 sec): 3 clusters
  Score: Raw -7288067.485493 + Penalty 3676.100520 = -7284391.384974
  nChanged 4
		SP:Iteration 89Q (66200.050000 sec): 3 clusters
  Score: Raw -7288067.689574 + Penalty 3676.100520 = -7284391.589054
  nChanged 6
		SP:Iteration 90Q (66200.720000 sec): 3 clusters
  Score: Raw -7288068.041418 + Penalty 3676.100520 = -7284391.940898
  nChanged 6
		SP:Iteration 91Q (66201.370000 sec): 3 clusters
  Score: Raw -7288068.427291 + Penalty 3676.100520 = -7284392.326771
  nChanged 7
		SP:Iteration 92Q (66202.000000 sec): 3 clusters
  Score: Raw -7288068.772034 + Penalty 3676.100520 = -7284392.671514
  nChanged 9
		SP:Iteration 93Q (66202.560000 sec): 3 clusters
  Score: Raw -7288069.265917 + Penalty 3676.100520 = -7284393.165397
  nChanged 8
		SP:Iteration 94Q (66203.160000 sec): 3 clusters
  Score: Raw -7288069.820900 + Penalty 3676.100520 = -7284393.720380
  nChanged 6
		SP:Iteration 95Q (66203.740000 sec): 3 clusters
  Score: Raw -7288070.159594 + Penalty 3676.100520 = -7284394.059074
  nChanged 9
		SP:Iteration 96Q (66204.370000 sec): 3 clusters
  Score: Raw -7288070.664375 + Penalty 3676.100520 = -7284394.563855
  nChanged 7
		SP:Iteration 97Q (66204.940000 sec): 3 clusters
  Score: Raw -7288071.038761 + Penalty 3676.100520 = -7284394.938241
  nChanged 6
		SP:Iteration 98Q (66205.550000 sec): 3 clusters
  Score: Raw -7288071.326288 + Penalty 3676.100520 = -7284395.225768
  nChanged 2
		SP:Iteration 99Q (66206.170000 sec): 3 clusters
  Score: Raw -7288071.406750 + Penalty 3676.100520 = -7284395.306231
  nChanged 2
		SP:Iteration 100F (66206.810000 sec): 3 clusters
  Score: Raw -7288071.467407 + Penalty 3676.100520 = -7284395.366887
  nChanged 3
		SP:Iteration 101Q (66207.450000 sec): 3 clusters
  Score: Raw -7288071.585278 + Penalty 3676.100520 = -7284395.484758
  nChanged 1
		SP:Iteration 102Q (66208.120000 sec): 3 clusters
  Score: Raw -7288071.623365 + Penalty 3676.100520 = -7284395.522845
  nChanged 1
		SP:Iteration 103Q (66208.710000 sec): 3 clusters
  Score: Raw -7288071.678435 + Penalty 3676.100520 = -7284395.577915
  nChanged 3
		SP:Iteration 104Q (66209.440000 sec): 3 clusters
  Score: Raw -7288071.774800 + Penalty 3676.100520 = -7284395.674281
  nChanged 0
		SP:Iteration 105F (66210.150000 sec): 3 clusters
  Score: Raw -7288071.774800 + Penalty 3676.100520 = -7284395.674281
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 12 (8215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66210.330000 sec): 2 clusters
  Score: Raw -700177.622002 + Penalty 1464.729017 = -698712.892984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66210.570000 sec): 3 clusters
  Score: Raw -695607.225693 + Penalty 2929.458035 = -692677.767659
  nChanged 3492
		SP:Iteration 1F (66210.780000 sec): 3 clusters
  Score: Raw -697511.051029 + Penalty 2929.458035 = -694581.592994
  nChanged 561
		SP:Iteration 2F (66210.990000 sec): 3 clusters
  Score: Raw -697802.596137 + Penalty 2929.458035 = -694873.138102
  nChanged 466
		SP:Iteration 3F (66211.220000 sec): 3 clusters
  Score: Raw -698064.180263 + Penalty 2929.458035 = -695134.722228
  nChanged 441
		SP:Iteration 4F (66211.450000 sec): 3 clusters
  Score: Raw -698335.015077 + Penalty 2929.458035 = -695405.557042
  nChanged 443
		SP:Iteration 5F (66211.730000 sec): 3 clusters
  Score: Raw -698658.425470 + Penalty 2929.458035 = -695728.967436
  nChanged 481
		SP:Iteration 6F (66211.930000 sec): 3 clusters
  Score: Raw -699082.568958 + Penalty 2929.458035 = -696153.110923
  nChanged 501
		SP:Iteration 7F (66212.150000 sec): 3 clusters
  Score: Raw -699530.477893 + Penalty 2929.458035 = -696601.019858
  nChanged 475
		SP:Iteration 8F (66212.350000 sec): 3 clusters
  Score: Raw -699960.821152 + Penalty 2929.458035 = -697031.363117
  nChanged 405
		SP:Iteration 9Q (66212.610000 sec): 3 clusters
  Score: Raw -700397.041368 + Penalty 2929.458035 = -697467.583333
  nChanged 373
		SP:Iteration 10Q (66212.860000 sec): 3 clusters
  Score: Raw -700806.747001 + Penalty 2929.458035 = -697877.288966
  nChanged 276
		SP:Iteration 11Q (66213.070000 sec): 3 clusters
  Score: Raw -701122.923830 + Penalty 2929.458035 = -698193.465795
  nChanged 198
		SP:Iteration 12Q (66213.260000 sec): 3 clusters
  Score: Raw -701314.744121 + Penalty 2929.458035 = -698385.286086
  nChanged 121
		SP:Iteration 13Q (66213.470000 sec): 3 clusters
  Score: Raw -701395.623432 + Penalty 2929.458035 = -698466.165397
  nChanged 77
		SP:Iteration 14Q (66213.630000 sec): 3 clusters
  Score: Raw -701430.307252 + Penalty 2929.458035 = -698500.849217
  nChanged 46
		SP:Iteration 15Q (66213.930000 sec): 3 clusters
  Score: Raw -701445.714156 + Penalty 2929.458035 = -698516.256121
  nChanged 31
		SP:Iteration 16Q (66214.150000 sec): 3 clusters
  Score: Raw -701460.197559 + Penalty 2929.458035 = -698530.739524
  nChanged 35
		SP:Iteration 17Q (66214.350000 sec): 3 clusters
  Score: Raw -701480.045439 + Penalty 2929.458035 = -698550.587404
  nChanged 36
		SP:Iteration 18Q (66214.610000 sec): 3 clusters
  Score: Raw -701497.516220 + Penalty 2929.458035 = -698568.058185
  nChanged 34
		SP:Iteration 19Q (66214.870000 sec): 3 clusters
  Score: Raw -701510.225357 + Penalty 2929.458035 = -698580.767322
  nChanged 33
		SP:Iteration 20F (66215.150000 sec): 3 clusters
  Score: Raw -701521.928214 + Penalty 2929.458035 = -698592.470179
  nChanged 30
		SP:Iteration 21Q (66215.400000 sec): 3 clusters
  Score: Raw -701534.669144 + Penalty 2929.458035 = -698605.211109
  nChanged 26
		SP:Iteration 22Q (66215.550000 sec): 3 clusters
  Score: Raw -701544.507180 + Penalty 2929.458035 = -698615.049145
  nChanged 28
		SP:Iteration 23Q (66215.780000 sec): 3 clusters
  Score: Raw -701558.122939 + Penalty 2929.458035 = -698628.664904
  nChanged 30
		SP:Iteration 24Q (66216.030000 sec): 3 clusters
  Score: Raw -701568.961401 + Penalty 2929.458035 = -698639.503366
  nChanged 31
		SP:Iteration 25Q (66216.200000 sec): 3 clusters
  Score: Raw -701580.859247 + Penalty 2929.458035 = -698651.401212
  nChanged 25
		SP:Iteration 26Q (66216.450000 sec): 3 clusters
  Score: Raw -701588.412523 + Penalty 2929.458035 = -698658.954488
  nChanged 29
		SP:Iteration 27Q (66216.660000 sec): 3 clusters
  Score: Raw -701597.495388 + Penalty 2929.458035 = -698668.037353
  nChanged 28
		SP:Iteration 28Q (66216.890000 sec): 3 clusters
  Score: Raw -701605.656941 + Penalty 2929.458035 = -698676.198906
  nChanged 23
		SP:Iteration 29Q (66217.040000 sec): 3 clusters
  Score: Raw -701611.035479 + Penalty 2929.458035 = -698681.577444
  nChanged 14
		SP:Iteration 30Q (66217.280000 sec): 3 clusters
  Score: Raw -701614.340445 + Penalty 2929.458035 = -698684.882410
  nChanged 8
		SP:Iteration 31Q (66217.490000 sec): 3 clusters
  Score: Raw -701615.897744 + Penalty 2929.458035 = -698686.439709
  nChanged 6
		SP:Iteration 32Q (66217.760000 sec): 3 clusters
  Score: Raw -701617.262691 + Penalty 2929.458035 = -698687.804656
  nChanged 5
		SP:Iteration 33Q (66217.990000 sec): 3 clusters
  Score: Raw -701618.439958 + Penalty 2929.458035 = -698688.981923
  nChanged 9
		SP:Iteration 34Q (66218.180000 sec): 3 clusters
  Score: Raw -701620.637776 + Penalty 2929.458035 = -698691.179741
  nChanged 5
		SP:Iteration 35Q (66218.380000 sec): 3 clusters
  Score: Raw -701621.677788 + Penalty 2929.458035 = -698692.219753
  nChanged 7
		SP:Iteration 36Q (66218.590000 sec): 3 clusters
  Score: Raw -701622.772675 + Penalty 2929.458035 = -698693.314640
  nChanged 5
		SP:Iteration 37Q (66218.830000 sec): 3 clusters
  Score: Raw -701623.404369 + Penalty 2929.458035 = -698693.946334
  nChanged 8
		SP:Iteration 38Q (66219.050000 sec): 3 clusters
  Score: Raw -701624.502232 + Penalty 2929.458035 = -698695.044197
  nChanged 6
		SP:Iteration 39Q (66219.250000 sec): 3 clusters
  Score: Raw -701625.429766 + Penalty 2929.458035 = -698695.971731
  nChanged 1
		SP:Iteration 40F (66219.520000 sec): 3 clusters
  Score: Raw -701625.527168 + Penalty 2929.458035 = -698696.069133
  nChanged 1
		SP:Iteration 41Q (66219.770000 sec): 3 clusters
  Score: Raw -701625.580979 + Penalty 2929.458035 = -698696.122944
  nChanged 1
		SP:Iteration 42Q (66220.040000 sec): 3 clusters
  Score: Raw -701625.829830 + Penalty 2929.458035 = -698696.371795
  nChanged 2
		SP:Iteration 43Q (66220.290000 sec): 3 clusters
  Score: Raw -701626.328268 + Penalty 2929.458035 = -698696.870234
  nChanged 2
		SP:Iteration 44Q (66220.500000 sec): 3 clusters
  Score: Raw -701626.810116 + Penalty 2929.458035 = -698697.352081
  nChanged 4
		SP:Iteration 45Q (66220.670000 sec): 3 clusters
  Score: Raw -701628.035138 + Penalty 2929.458035 = -698698.577103
  nChanged 5
		SP:Iteration 46Q (66220.870000 sec): 3 clusters
  Score: Raw -701628.994290 + Penalty 2929.458035 = -698699.536255
  nChanged 4
		SP:Iteration 47Q (66221.070000 sec): 3 clusters
  Score: Raw -701629.552697 + Penalty 2929.458035 = -698700.094662
  nChanged 2
		SP:Iteration 48Q (66221.350000 sec): 3 clusters
  Score: Raw -701630.266461 + Penalty 2929.458035 = -698700.808426
  nChanged 2
		SP:Iteration 49Q (66221.540000 sec): 3 clusters
  Score: Raw -701630.799009 + Penalty 2929.458035 = -698701.340974
  nChanged 0
		SP:Iteration 50F (66221.770000 sec): 3 clusters
  Score: Raw -701630.799009 + Penalty 2929.458035 = -698701.340974
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 13 (5099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66221.960000 sec): 2 clusters
  Score: Raw -402611.187940 + Penalty 1387.229955 = -401223.957985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66222.150000 sec): 3 clusters
  Score: Raw -399969.784340 + Penalty 2774.459909 = -397195.324431
  nChanged 2061
		SP:Iteration 1F (66222.380000 sec): 3 clusters
  Score: Raw -401136.358424 + Penalty 2774.459909 = -398361.898515
  nChanged 358
		SP:Iteration 2F (66222.550000 sec): 3 clusters
  Score: Raw -401367.003374 + Penalty 2774.459909 = -398592.543464
  nChanged 319
		SP:Iteration 3F (66222.800000 sec): 3 clusters
  Score: Raw -401628.789102 + Penalty 2774.459909 = -398854.329193
  nChanged 313
		SP:Iteration 4F (66223.000000 sec): 3 clusters
  Score: Raw -401883.791863 + Penalty 2774.459909 = -399109.331954
  nChanged 280
		SP:Iteration 5F (66223.170000 sec): 3 clusters
  Score: Raw -402113.316667 + Penalty 2774.459909 = -399338.856757
  nChanged 285
		SP:Iteration 6F (66223.400000 sec): 3 clusters
  Score: Raw -402325.631987 + Penalty 2774.459909 = -399551.172078
  nChanged 237
		SP:Iteration 7Q (66223.560000 sec): 3 clusters
  Score: Raw -402489.892034 + Penalty 2774.459909 = -399715.432125
  nChanged 201
		SP:Iteration 8Q (66223.750000 sec): 3 clusters
  Score: Raw -402642.966548 + Penalty 2774.459909 = -399868.506638
  nChanged 189
		SP:Iteration 9Q (66223.920000 sec): 3 clusters
  Score: Raw -402786.849808 + Penalty 2774.459909 = -400012.389899
  nChanged 173
		SP:Iteration 10Q (66224.100000 sec): 3 clusters
  Score: Raw -402904.626352 + Penalty 2774.459909 = -400130.166443
  nChanged 151
		SP:Iteration 11Q (66224.290000 sec): 3 clusters
  Score: Raw -402991.865812 + Penalty 2774.459909 = -400217.405903
  nChanged 113
		SP:Iteration 12Q (66224.480000 sec): 3 clusters
  Score: Raw -403064.957994 + Penalty 2774.459909 = -400290.498084
  nChanged 100
		SP:Iteration 13Q (66224.700000 sec): 3 clusters
  Score: Raw -403128.412885 + Penalty 2774.459909 = -400353.952976
  nChanged 86
		SP:Iteration 14Q (66224.890000 sec): 3 clusters
  Score: Raw -403181.323656 + Penalty 2774.459909 = -400406.863747
  nChanged 73
		SP:Iteration 15Q (66225.100000 sec): 3 clusters
  Score: Raw -403249.966469 + Penalty 2774.459909 = -400475.506560
  nChanged 67
		SP:Iteration 16Q (66225.310000 sec): 3 clusters
  Score: Raw -403342.835619 + Penalty 2774.459909 = -400568.375710
  nChanged 53
		SP:Iteration 17Q (66225.540000 sec): 3 clusters
  Score: Raw -403426.524608 + Penalty 2774.459909 = -400652.064699
  nChanged 45
		SP:Iteration 18Q (66225.760000 sec): 3 clusters
  Score: Raw -403473.698994 + Penalty 2774.459909 = -400699.239084
  nChanged 39
		SP:Iteration 19Q (66225.930000 sec): 3 clusters
  Score: Raw -403496.838570 + Penalty 2774.459909 = -400722.378661
  nChanged 26
		SP:Iteration 20F (66226.140000 sec): 3 clusters
  Score: Raw -403512.260670 + Penalty 2774.459909 = -400737.800761
  nChanged 17
		SP:Iteration 21Q (66226.350000 sec): 3 clusters
  Score: Raw -403519.459894 + Penalty 2774.459909 = -400744.999985
  nChanged 18
		SP:Iteration 22Q (66226.580000 sec): 3 clusters
  Score: Raw -403525.346672 + Penalty 2774.459909 = -400750.886762
  nChanged 12
		SP:Iteration 23Q (66226.760000 sec): 3 clusters
  Score: Raw -403528.966962 + Penalty 2774.459909 = -400754.507053
  nChanged 10
		SP:Iteration 24Q (66226.980000 sec): 3 clusters
  Score: Raw -403531.810742 + Penalty 2774.459909 = -400757.350833
  nChanged 7
		SP:Iteration 25Q (66227.180000 sec): 3 clusters
  Score: Raw -403533.461651 + Penalty 2774.459909 = -400759.001742
  nChanged 6
		SP:Iteration 26Q (66227.350000 sec): 3 clusters
  Score: Raw -403534.794569 + Penalty 2774.459909 = -400760.334659
  nChanged 3
		SP:Iteration 27Q (66227.530000 sec): 3 clusters
  Score: Raw -403535.614295 + Penalty 2774.459909 = -400761.154386
  nChanged 0
		SP:Iteration 28F (66227.720000 sec): 3 clusters
  Score: Raw -403535.614295 + Penalty 2774.459909 = -400761.154386
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 14 (7349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66227.940000 sec): 2 clusters
  Score: Raw -624265.892833 + Penalty 1446.626923 = -622819.265909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66228.230000 sec): 3 clusters
  Score: Raw -620138.741416 + Penalty 2893.253847 = -617245.487569
  nChanged 3117
		SP:Iteration 1F (66228.440000 sec): 3 clusters
  Score: Raw -621859.613698 + Penalty 2893.253847 = -618966.359852
  nChanged 539
		SP:Iteration 2F (66228.670000 sec): 3 clusters
  Score: Raw -622167.927923 + Penalty 2893.253847 = -619274.674076
  nChanged 444
		SP:Iteration 3F (66228.890000 sec): 3 clusters
  Score: Raw -622443.756625 + Penalty 2893.253847 = -619550.502779
  nChanged 418
		SP:Iteration 4F (66229.130000 sec): 3 clusters
  Score: Raw -622697.057303 + Penalty 2893.253847 = -619803.803456
  nChanged 366
		SP:Iteration 5Q (66229.320000 sec): 3 clusters
  Score: Raw -622917.772108 + Penalty 2893.253847 = -620024.518261
  nChanged 321
		SP:Iteration 6Q (66229.530000 sec): 3 clusters
  Score: Raw -623107.314572 + Penalty 2893.253847 = -620214.060725
  nChanged 282
		SP:Iteration 7Q (66229.730000 sec): 3 clusters
  Score: Raw -623251.778348 + Penalty 2893.253847 = -620358.524501
  nChanged 234
		SP:Iteration 8Q (66229.950000 sec): 3 clusters
  Score: Raw -623367.669412 + Penalty 2893.253847 = -620474.415565
  nChanged 227
		SP:Iteration 9Q (66230.170000 sec): 3 clusters
  Score: Raw -623463.215511 + Penalty 2893.253847 = -620569.961664
  nChanged 180
		SP:Iteration 10Q (66230.380000 sec): 3 clusters
  Score: Raw -623538.806538 + Penalty 2893.253847 = -620645.552691
  nChanged 164
		SP:Iteration 11Q (66230.560000 sec): 3 clusters
  Score: Raw -623597.170321 + Penalty 2893.253847 = -620703.916474
  nChanged 125
		SP:Iteration 12Q (66230.760000 sec): 3 clusters
  Score: Raw -623638.598344 + Penalty 2893.253847 = -620745.344498
  nChanged 120
		SP:Iteration 13Q (66231.000000 sec): 3 clusters
  Score: Raw -623676.350841 + Penalty 2893.253847 = -620783.096994
  nChanged 88
		SP:Iteration 14Q (66231.170000 sec): 3 clusters
  Score: Raw -623706.882601 + Penalty 2893.253847 = -620813.628755
  nChanged 93
		SP:Iteration 15Q (66231.360000 sec): 3 clusters
  Score: Raw -623739.884018 + Penalty 2893.253847 = -620846.630171
  nChanged 90
		SP:Iteration 16Q (66231.520000 sec): 3 clusters
  Score: Raw -623767.635561 + Penalty 2893.253847 = -620874.381715
  nChanged 81
		SP:Iteration 17Q (66231.730000 sec): 3 clusters
  Score: Raw -623789.088690 + Penalty 2893.253847 = -620895.834843
  nChanged 80
		SP:Iteration 18Q (66231.980000 sec): 3 clusters
  Score: Raw -623816.478238 + Penalty 2893.253847 = -620923.224391
  nChanged 81
		SP:Iteration 19Q (66232.190000 sec): 3 clusters
  Score: Raw -623839.726022 + Penalty 2893.253847 = -620946.472175
  nChanged 87
		SP:Iteration 20F (66232.440000 sec): 3 clusters
  Score: Raw -623868.549225 + Penalty 2893.253847 = -620975.295378
  nChanged 92
		SP:Iteration 21Q (66232.640000 sec): 3 clusters
  Score: Raw -623896.001703 + Penalty 2893.253847 = -621002.747856
  nChanged 77
		SP:Iteration 22Q (66232.880000 sec): 3 clusters
  Score: Raw -623918.123271 + Penalty 2893.253847 = -621024.869425
  nChanged 63
		SP:Iteration 23Q (66233.100000 sec): 3 clusters
  Score: Raw -623936.027288 + Penalty 2893.253847 = -621042.773441
  nChanged 63
		SP:Iteration 24Q (66233.260000 sec): 3 clusters
  Score: Raw -623952.891727 + Penalty 2893.253847 = -621059.637880
  nChanged 68
		SP:Iteration 25Q (66233.560000 sec): 3 clusters
  Score: Raw -623970.229556 + Penalty 2893.253847 = -621076.975709
  nChanged 65
		SP:Iteration 26Q (66233.780000 sec): 3 clusters
  Score: Raw -623986.269242 + Penalty 2893.253847 = -621093.015395
  nChanged 49
		SP:Iteration 27Q (66233.940000 sec): 3 clusters
  Score: Raw -623997.925257 + Penalty 2893.253847 = -621104.671410
  nChanged 53
		SP:Iteration 28Q (66234.120000 sec): 3 clusters
  Score: Raw -624009.879552 + Penalty 2893.253847 = -621116.625705
  nChanged 51
		SP:Iteration 29Q (66234.300000 sec): 3 clusters
  Score: Raw -624021.932011 + Penalty 2893.253847 = -621128.678165
  nChanged 51
		SP:Iteration 30Q (66234.480000 sec): 3 clusters
  Score: Raw -624034.162137 + Penalty 2893.253847 = -621140.908291
  nChanged 46
		SP:Iteration 31Q (66234.670000 sec): 3 clusters
  Score: Raw -624043.604287 + Penalty 2893.253847 = -621150.350440
  nChanged 45
		SP:Iteration 32Q (66234.850000 sec): 3 clusters
  Score: Raw -624053.174045 + Penalty 2893.253847 = -621159.920198
  nChanged 42
		SP:Iteration 33Q (66235.030000 sec): 3 clusters
  Score: Raw -624062.006711 + Penalty 2893.253847 = -621168.752864
  nChanged 35
		SP:Iteration 34Q (66235.250000 sec): 3 clusters
  Score: Raw -624068.289082 + Penalty 2893.253847 = -621175.035235
  nChanged 39
		SP:Iteration 35Q (66235.430000 sec): 3 clusters
  Score: Raw -624076.582168 + Penalty 2893.253847 = -621183.328321
  nChanged 42
		SP:Iteration 36Q (66235.650000 sec): 3 clusters
  Score: Raw -624086.226952 + Penalty 2893.253847 = -621192.973106
  nChanged 43
		SP:Iteration 37Q (66235.830000 sec): 3 clusters
  Score: Raw -624095.755905 + Penalty 2893.253847 = -621202.502058
  nChanged 45
		SP:Iteration 38Q (66236.010000 sec): 3 clusters
  Score: Raw -624107.944873 + Penalty 2893.253847 = -621214.691026
  nChanged 50
		SP:Iteration 39Q (66236.190000 sec): 3 clusters
  Score: Raw -624122.279176 + Penalty 2893.253847 = -621229.025329
  nChanged 54
		SP:Iteration 40F (66236.410000 sec): 3 clusters
  Score: Raw -624137.018367 + Penalty 2893.253847 = -621243.764521
  nChanged 56
		SP:Iteration 41Q (66236.590000 sec): 3 clusters
  Score: Raw -624152.679558 + Penalty 2893.253847 = -621259.425711
  nChanged 50
		SP:Iteration 42Q (66236.780000 sec): 3 clusters
  Score: Raw -624168.895887 + Penalty 2893.253847 = -621275.642041
  nChanged 58
		SP:Iteration 43Q (66236.960000 sec): 3 clusters
  Score: Raw -624187.790021 + Penalty 2893.253847 = -621294.536175
  nChanged 58
		SP:Iteration 44Q (66237.140000 sec): 3 clusters
  Score: Raw -624210.172207 + Penalty 2893.253847 = -621316.918361
  nChanged 61
		SP:Iteration 45Q (66237.320000 sec): 3 clusters
  Score: Raw -624233.371859 + Penalty 2893.253847 = -621340.118012
  nChanged 54
		SP:Iteration 46Q (66237.500000 sec): 3 clusters
  Score: Raw -624254.709627 + Penalty 2893.253847 = -621361.455780
  nChanged 51
		SP:Iteration 47Q (66237.680000 sec): 3 clusters
  Score: Raw -624273.409429 + Penalty 2893.253847 = -621380.155582
  nChanged 41
		SP:Iteration 48Q (66237.860000 sec): 3 clusters
  Score: Raw -624287.304428 + Penalty 2893.253847 = -621394.050581
  nChanged 31
		SP:Iteration 49Q (66238.030000 sec): 3 clusters
  Score: Raw -624297.440823 + Penalty 2893.253847 = -621404.186977
  nChanged 37
		SP:Iteration 50Q (66238.210000 sec): 3 clusters
  Score: Raw -624309.820161 + Penalty 2893.253847 = -621416.566314
  nChanged 30
		SP:Iteration 51Q (66238.400000 sec): 3 clusters
  Score: Raw -624317.998507 + Penalty 2893.253847 = -621424.744660
  nChanged 27
		SP:Iteration 52Q (66238.580000 sec): 3 clusters
  Score: Raw -624325.450619 + Penalty 2893.253847 = -621432.196773
  nChanged 32
		SP:Iteration 53Q (66238.760000 sec): 3 clusters
  Score: Raw -624333.362334 + Penalty 2893.253847 = -621440.108487
  nChanged 37
		SP:Iteration 54Q (66238.940000 sec): 3 clusters
  Score: Raw -624345.700394 + Penalty 2893.253847 = -621452.446547
  nChanged 34
		SP:Iteration 55Q (66239.130000 sec): 3 clusters
  Score: Raw -624358.615531 + Penalty 2893.253847 = -621465.361684
  nChanged 36
		SP:Iteration 56Q (66239.330000 sec): 3 clusters
  Score: Raw -624369.802421 + Penalty 2893.253847 = -621476.548574
  nChanged 31
		SP:Iteration 57Q (66239.500000 sec): 3 clusters
  Score: Raw -624380.372957 + Penalty 2893.253847 = -621487.119111
  nChanged 36
		SP:Iteration 58Q (66239.710000 sec): 3 clusters
  Score: Raw -624393.328024 + Penalty 2893.253847 = -621500.074177
  nChanged 33
		SP:Iteration 59Q (66239.850000 sec): 3 clusters
  Score: Raw -624405.868102 + Penalty 2893.253847 = -621512.614255
  nChanged 40
		SP:Iteration 60F (66240.010000 sec): 3 clusters
  Score: Raw -624419.611405 + Penalty 2893.253847 = -621526.357558
  nChanged 25
		SP:Iteration 61Q (66240.180000 sec): 3 clusters
  Score: Raw -624429.431902 + Penalty 2893.253847 = -621536.178055
  nChanged 26
		SP:Iteration 62Q (66240.400000 sec): 3 clusters
  Score: Raw -624439.689536 + Penalty 2893.253847 = -621546.435690
  nChanged 26
		SP:Iteration 63Q (66240.660000 sec): 3 clusters
  Score: Raw -624449.665815 + Penalty 2893.253847 = -621556.411969
  nChanged 24
		SP:Iteration 64Q (66240.850000 sec): 3 clusters
  Score: Raw -624460.289829 + Penalty 2893.253847 = -621567.035982
  nChanged 27
		SP:Iteration 65Q (66241.060000 sec): 3 clusters
  Score: Raw -624468.947970 + Penalty 2893.253847 = -621575.694123
  nChanged 23
		SP:Iteration 66Q (66241.240000 sec): 3 clusters
  Score: Raw -624476.381747 + Penalty 2893.253847 = -621583.127901
  nChanged 17
		SP:Iteration 67Q (66241.430000 sec): 3 clusters
  Score: Raw -624483.570185 + Penalty 2893.253847 = -621590.316338
  nChanged 18
		SP:Iteration 68Q (66241.610000 sec): 3 clusters
  Score: Raw -624490.687266 + Penalty 2893.253847 = -621597.433420
  nChanged 19
		SP:Iteration 69Q (66241.800000 sec): 3 clusters
  Score: Raw -624497.909458 + Penalty 2893.253847 = -621604.655611
  nChanged 20
		SP:Iteration 70Q (66241.980000 sec): 3 clusters
  Score: Raw -624506.474712 + Penalty 2893.253847 = -621613.220865
  nChanged 20
		SP:Iteration 71Q (66242.170000 sec): 3 clusters
  Score: Raw -624512.785335 + Penalty 2893.253847 = -621619.531488
  nChanged 13
		SP:Iteration 72Q (66242.350000 sec): 3 clusters
  Score: Raw -624516.683735 + Penalty 2893.253847 = -621623.429888
  nChanged 15
		SP:Iteration 73Q (66242.520000 sec): 3 clusters
  Score: Raw -624521.234881 + Penalty 2893.253847 = -621627.981034
  nChanged 11
		SP:Iteration 74Q (66242.690000 sec): 3 clusters
  Score: Raw -624524.454924 + Penalty 2893.253847 = -621631.201077
  nChanged 7
		SP:Iteration 75Q (66242.870000 sec): 3 clusters
  Score: Raw -624526.460984 + Penalty 2893.253847 = -621633.207137
  nChanged 10
		SP:Iteration 76Q (66243.040000 sec): 3 clusters
  Score: Raw -624530.314091 + Penalty 2893.253847 = -621637.060244
  nChanged 11
		SP:Iteration 77Q (66243.210000 sec): 3 clusters
  Score: Raw -624534.494254 + Penalty 2893.253847 = -621641.240407
  nChanged 10
		SP:Iteration 78Q (66243.390000 sec): 3 clusters
  Score: Raw -624537.529919 + Penalty 2893.253847 = -621644.276072
  nChanged 9
		SP:Iteration 79Q (66243.560000 sec): 3 clusters
  Score: Raw -624539.129162 + Penalty 2893.253847 = -621645.875315
  nChanged 5
		SP:Iteration 80F (66243.730000 sec): 3 clusters
  Score: Raw -624540.132122 + Penalty 2893.253847 = -621646.878275
  nChanged 3
		SP:Iteration 81Q (66243.910000 sec): 3 clusters
  Score: Raw -624541.166590 + Penalty 2893.253847 = -621647.912743
  nChanged 5
		SP:Iteration 82Q (66244.080000 sec): 3 clusters
  Score: Raw -624542.258978 + Penalty 2893.253847 = -621649.005131
  nChanged 4
		SP:Iteration 83Q (66244.250000 sec): 3 clusters
  Score: Raw -624543.481282 + Penalty 2893.253847 = -621650.227435
  nChanged 3
		SP:Iteration 84Q (66244.420000 sec): 3 clusters
  Score: Raw -624544.103005 + Penalty 2893.253847 = -621650.849159
  nChanged 0
		SP:Iteration 85F (66244.600000 sec): 3 clusters
  Score: Raw -624544.103005 + Penalty 2893.253847 = -621650.849159
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 15 (43266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66244.880000 sec): 2 clusters
  Score: Raw -3819504.735500 + Penalty 1734.707388 = -3817770.028112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66245.300000 sec): 3 clusters
  Score: Raw -3792387.112094 + Penalty 3469.414775 = -3788917.697319
  nChanged 20144
		SP:Iteration 1F (66245.670000 sec): 3 clusters
  Score: Raw -3803669.717022 + Penalty 3469.414775 = -3800200.302247
  nChanged 1558
		SP:Iteration 2Q (66246.150000 sec): 3 clusters
  Score: Raw -3804067.211783 + Penalty 3469.414775 = -3800597.797007
  nChanged 1464
		SP:Iteration 3Q (66246.570000 sec): 3 clusters
  Score: Raw -3804456.406439 + Penalty 3469.414775 = -3800986.991663
  nChanged 1527
		SP:Iteration 4Q (66246.960000 sec): 3 clusters
  Score: Raw -3804924.908174 + Penalty 3469.414775 = -3801455.493398
  nChanged 1663
		SP:Iteration 5Q (66247.400000 sec): 3 clusters
  Score: Raw -3805567.277753 + Penalty 3469.414775 = -3802097.862978
  nChanged 2014
		SP:Iteration 6Q (66247.860000 sec): 3 clusters
  Score: Raw -3806539.692385 + Penalty 3469.414775 = -3803070.277609
  nChanged 2360
		SP:Iteration 7F (66248.230000 sec): 3 clusters
  Score: Raw -3807966.064297 + Penalty 3469.414775 = -3804496.649522
  nChanged 2771
		SP:Iteration 8F (66248.600000 sec): 3 clusters
  Score: Raw -3809988.968363 + Penalty 3469.414775 = -3806519.553587
  nChanged 3044
		SP:Iteration 9F (66249.040000 sec): 3 clusters
  Score: Raw -3812564.454732 + Penalty 3469.414775 = -3809095.039957
  nChanged 2806
		SP:Iteration 10F (66249.420000 sec): 3 clusters
  Score: Raw -3815085.183384 + Penalty 3469.414775 = -3811615.768608
  nChanged 2181
		SP:Iteration 11F (66249.800000 sec): 3 clusters
  Score: Raw -3817082.324940 + Penalty 3469.414775 = -3813612.910164
  nChanged 1406
		SP:Iteration 12Q (66250.190000 sec): 3 clusters
  Score: Raw -3818362.581478 + Penalty 3469.414775 = -3814893.166702
  nChanged 755
		SP:Iteration 13Q (66250.650000 sec): 3 clusters
  Score: Raw -3819041.616853 + Penalty 3469.414775 = -3815572.202077
  nChanged 364
		SP:Iteration 14Q (66251.040000 sec): 3 clusters
  Score: Raw -3819364.168854 + Penalty 3469.414775 = -3815894.754078
  nChanged 164
		SP:Iteration 15Q (66251.560000 sec): 3 clusters
  Score: Raw -3819511.370098 + Penalty 3469.414775 = -3816041.955323
  nChanged 70
		SP:Iteration 16Q (66252.040000 sec): 3 clusters
  Score: Raw -3819584.948136 + Penalty 3469.414775 = -3816115.533361
  nChanged 45
		SP:Iteration 17Q (66252.470000 sec): 3 clusters
  Score: Raw -3819635.985867 + Penalty 3469.414775 = -3816166.571092
  nChanged 27
		SP:Iteration 18Q (66252.890000 sec): 3 clusters
  Score: Raw -3819665.392391 + Penalty 3469.414775 = -3816195.977615
  nChanged 18
		SP:Iteration 19Q (66253.380000 sec): 3 clusters
  Score: Raw -3819683.272350 + Penalty 3469.414775 = -3816213.857574
  nChanged 13
		SP:Iteration 20F (66253.800000 sec): 3 clusters
  Score: Raw -3819698.545332 + Penalty 3469.414775 = -3816229.130556
  nChanged 10
		SP:Iteration 21Q (66254.260000 sec): 3 clusters
  Score: Raw -3819707.010353 + Penalty 3469.414775 = -3816237.595578
  nChanged 5
		SP:Iteration 22Q (66254.640000 sec): 3 clusters
  Score: Raw -3819711.268932 + Penalty 3469.414775 = -3816241.854156
  nChanged 1
		SP:Iteration 23Q (66255.110000 sec): 3 clusters
  Score: Raw -3819712.088300 + Penalty 3469.414775 = -3816242.673525
  nChanged 0
		SP:Iteration 24F (66255.590000 sec): 3 clusters
  Score: Raw -3819712.088300 + Penalty 3469.414775 = -3816242.673525
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 16 (315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66255.680000 sec): 2 clusters
  Score: Raw -26248.493929 + Penalty 934.793054 = -25313.700875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66255.930000 sec): 3 clusters
  Score: Raw -26316.787257 + Penalty 1869.586108 = -24447.201149
  nChanged 65
		SP:Iteration 1F (66256.130000 sec): 3 clusters
  Score: Raw -26438.494802 + Penalty 1869.586108 = -24568.908694
  nChanged 14
		SP:Iteration 2Q (66256.260000 sec): 3 clusters
  Score: Raw -26486.414681 + Penalty 1869.586108 = -24616.828573
  nChanged 7
		SP:Iteration 3Q (66256.470000 sec): 3 clusters
  Score: Raw -26498.477840 + Penalty 1869.586108 = -24628.891732
  nChanged 1
		SP:Iteration 4Q (66256.650000 sec): 3 clusters
  Score: Raw -26499.936245 + Penalty 1869.586108 = -24630.350137
  nChanged 0
		SP:Iteration 5F (66256.820000 sec): 3 clusters
  Score: Raw -26499.936245 + Penalty 1869.586108 = -24630.350137
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 17 (9512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66256.960000 sec): 2 clusters
  Score: Raw -724927.982812 + Penalty 1488.550284 = -723439.432529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66257.220000 sec): 3 clusters
  Score: Raw -719576.275267 + Penalty 2977.100567 = -716599.174699
  nChanged 4161
		SP:Iteration 1F (66257.470000 sec): 3 clusters
  Score: Raw -722031.520461 + Penalty 2977.100567 = -719054.419894
  nChanged 707
		SP:Iteration 2F (66257.720000 sec): 3 clusters
  Score: Raw -722452.081545 + Penalty 2977.100567 = -719474.980977
  nChanged 592
		SP:Iteration 3F (66257.960000 sec): 3 clusters
  Score: Raw -722817.550457 + Penalty 2977.100567 = -719840.449890
  nChanged 552
		SP:Iteration 4F (66258.190000 sec): 3 clusters
  Score: Raw -723184.422651 + Penalty 2977.100567 = -720207.322083
  nChanged 565
		SP:Iteration 5F (66258.430000 sec): 3 clusters
  Score: Raw -723608.002030 + Penalty 2977.100567 = -720630.901463
  nChanged 571
		SP:Iteration 6F (66258.750000 sec): 3 clusters
  Score: Raw -724041.468009 + Penalty 2977.100567 = -721064.367441
  nChanged 559
		SP:Iteration 7F (66258.940000 sec): 3 clusters
  Score: Raw -724492.099482 + Penalty 2977.100567 = -721514.998915
  nChanged 472
		SP:Iteration 8Q (66259.190000 sec): 3 clusters
  Score: Raw -724914.822384 + Penalty 2977.100567 = -721937.721817
  nChanged 435
		SP:Iteration 9Q (66259.390000 sec): 3 clusters
  Score: Raw -725284.274379 + Penalty 2977.100567 = -722307.173811
  nChanged 341
		SP:Iteration 10Q (66259.660000 sec): 3 clusters
  Score: Raw -725545.929943 + Penalty 2977.100567 = -722568.829376
  nChanged 231
		SP:Iteration 11Q (66259.890000 sec): 3 clusters
  Score: Raw -725699.616564 + Penalty 2977.100567 = -722722.515996
  nChanged 141
		SP:Iteration 12Q (66260.110000 sec): 3 clusters
  Score: Raw -725787.908265 + Penalty 2977.100567 = -722810.807697
  nChanged 112
		SP:Iteration 13Q (66260.300000 sec): 3 clusters
  Score: Raw -725842.597544 + Penalty 2977.100567 = -722865.496977
  nChanged 80
		SP:Iteration 14Q (66260.590000 sec): 3 clusters
  Score: Raw -725882.720749 + Penalty 2977.100567 = -722905.620182
  nChanged 64
		SP:Iteration 15Q (66260.880000 sec): 3 clusters
  Score: Raw -725909.455850 + Penalty 2977.100567 = -722932.355282
  nChanged 50
		SP:Iteration 16Q (66261.070000 sec): 3 clusters
  Score: Raw -725931.801836 + Penalty 2977.100567 = -722954.701268
  nChanged 42
		SP:Iteration 17Q (66261.340000 sec): 3 clusters
  Score: Raw -725945.933760 + Penalty 2977.100567 = -722968.833193
  nChanged 27
		SP:Iteration 18Q (66261.560000 sec): 3 clusters
  Score: Raw -725953.885802 + Penalty 2977.100567 = -722976.785235
  nChanged 28
		SP:Iteration 19Q (66261.760000 sec): 3 clusters
  Score: Raw -725961.271070 + Penalty 2977.100567 = -722984.170502
  nChanged 29
		SP:Iteration 20F (66262.010000 sec): 3 clusters
  Score: Raw -725967.534331 + Penalty 2977.100567 = -722990.433764
  nChanged 12
		SP:Iteration 21Q (66262.220000 sec): 3 clusters
  Score: Raw -725978.213447 + Penalty 2977.100567 = -723001.112880
  nChanged 16
		SP:Iteration 22Q (66262.480000 sec): 3 clusters
  Score: Raw -725981.914052 + Penalty 2977.100567 = -723004.813484
  nChanged 11
		SP:Iteration 23Q (66262.730000 sec): 3 clusters
  Score: Raw -725985.184050 + Penalty 2977.100567 = -723008.083482
  nChanged 6
		SP:Iteration 24Q (66263.010000 sec): 3 clusters
  Score: Raw -725987.182723 + Penalty 2977.100567 = -723010.082156
  nChanged 9
		SP:Iteration 25Q (66263.180000 sec): 3 clusters
  Score: Raw -725990.179903 + Penalty 2977.100567 = -723013.079336
  nChanged 7
		SP:Iteration 26Q (66263.410000 sec): 3 clusters
  Score: Raw -725992.331073 + Penalty 2977.100567 = -723015.230505
  nChanged 3
		SP:Iteration 27Q (66263.630000 sec): 3 clusters
  Score: Raw -725993.555892 + Penalty 2977.100567 = -723016.455325
  nChanged 3
		SP:Iteration 28Q (66263.840000 sec): 3 clusters
  Score: Raw -725994.499954 + Penalty 2977.100567 = -723017.399387
  nChanged 6
		SP:Iteration 29Q (66264.050000 sec): 3 clusters
  Score: Raw -725996.107780 + Penalty 2977.100567 = -723019.007213
  nChanged 9
		SP:Iteration 30Q (66264.310000 sec): 3 clusters
  Score: Raw -725998.188182 + Penalty 2977.100567 = -723021.087615
  nChanged 7
		SP:Iteration 31Q (66264.520000 sec): 3 clusters
  Score: Raw -726000.004969 + Penalty 2977.100567 = -723022.904402
  nChanged 8
		SP:Iteration 32Q (66264.750000 sec): 3 clusters
  Score: Raw -726001.481461 + Penalty 2977.100567 = -723024.380893
  nChanged 3
		SP:Iteration 33Q (66264.930000 sec): 3 clusters
  Score: Raw -726002.207149 + Penalty 2977.100567 = -723025.106581
  nChanged 5
		SP:Iteration 34Q (66265.160000 sec): 3 clusters
  Score: Raw -726003.822088 + Penalty 2977.100567 = -723026.721521
  nChanged 5
		SP:Iteration 35Q (66265.410000 sec): 3 clusters
  Score: Raw -726005.391783 + Penalty 2977.100567 = -723028.291216
  nChanged 6
		SP:Iteration 36Q (66265.610000 sec): 3 clusters
  Score: Raw -726006.632404 + Penalty 2977.100567 = -723029.531836
  nChanged 2
		SP:Iteration 37Q (66265.810000 sec): 3 clusters
  Score: Raw -726007.475439 + Penalty 2977.100567 = -723030.374872
  nChanged 2
		SP:Iteration 38Q (66266.110000 sec): 3 clusters
  Score: Raw -726008.077765 + Penalty 2977.100567 = -723030.977197
  nChanged 0
		SP:Iteration 39F (66266.340000 sec): 3 clusters
  Score: Raw -726008.077765 + Penalty 2977.100567 = -723030.977197
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 18 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66266.490000 sec): 2 clusters
  Score: Raw -43650.278698 + Penalty 1010.522519 = -42639.756178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66266.660000 sec): 3 clusters
  Score: Raw -43565.806314 + Penalty 2021.045039 = -41544.761275
  nChanged 124
		SP:Iteration 1F (66266.870000 sec): 3 clusters
  Score: Raw -43726.146563 + Penalty 2021.045039 = -41705.101524
  nChanged 28
		SP:Iteration 2F (66267.040000 sec): 3 clusters
  Score: Raw -43769.478425 + Penalty 2021.045039 = -41748.433386
  nChanged 15
		SP:Iteration 3Q (66267.220000 sec): 3 clusters
  Score: Raw -43788.183619 + Penalty 2021.045039 = -41767.138581
  nChanged 8
		SP:Iteration 4Q (66267.410000 sec): 3 clusters
  Score: Raw -43804.307366 + Penalty 2021.045039 = -41783.262328
  nChanged 2
		SP:Iteration 5Q (66267.590000 sec): 3 clusters
  Score: Raw -43807.383339 + Penalty 2021.045039 = -41786.338300
  nChanged 3
		SP:Iteration 6Q (66267.820000 sec): 3 clusters
  Score: Raw -43811.543345 + Penalty 2021.045039 = -41790.498306
  nChanged 3
		SP:Iteration 7Q (66267.940000 sec): 3 clusters
  Score: Raw -43816.072222 + Penalty 2021.045039 = -41795.027184
  nChanged 4
		SP:Iteration 8Q (66268.110000 sec): 3 clusters
  Score: Raw -43820.328639 + Penalty 2021.045039 = -41799.283600
  nChanged 2
		SP:Iteration 9Q (66268.300000 sec): 3 clusters
  Score: Raw -43821.070365 + Penalty 2021.045039 = -41800.025326
  nChanged 0
		SP:Iteration 10F (66268.420000 sec): 3 clusters
  Score: Raw -43821.070365 + Penalty 2021.045039 = -41800.025326
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 19 (171816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66269.460000 sec): 2 clusters
  Score: Raw -14836882.839594 + Penalty 1958.804155 = -14834924.035439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66270.500000 sec): 3 clusters
  Score: Raw -14722906.068552 + Penalty 3917.608310 = -14718988.460242
  nChanged 83042
		SP:Iteration 1F (66271.640000 sec): 3 clusters
  Score: Raw -14771759.609010 + Penalty 3917.608310 = -14767842.000700
  nChanged 5166
		SP:Iteration 2Q (66272.820000 sec): 3 clusters
  Score: Raw -14773049.956812 + Penalty 3917.608310 = -14769132.348502
  nChanged 5962
		SP:Iteration 3Q (66273.920000 sec): 3 clusters
  Score: Raw -14774962.092149 + Penalty 3917.608310 = -14771044.483839
  nChanged 7347
		SP:Iteration 4Q (66275.060000 sec): 3 clusters
  Score: Raw -14778188.201040 + Penalty 3917.608310 = -14774270.592730
  nChanged 9448
		SP:Iteration 5F (66276.140000 sec): 3 clusters
  Score: Raw -14783700.223166 + Penalty 3917.608310 = -14779782.614856
  nChanged 11736
		SP:Iteration 6F (66277.190000 sec): 3 clusters
  Score: Raw -14792290.196319 + Penalty 3917.608310 = -14788372.588009
  nChanged 13132
		SP:Iteration 7F (66278.140000 sec): 3 clusters
  Score: Raw -14803387.104230 + Penalty 3917.608310 = -14799469.495920
  nChanged 12157
		SP:Iteration 8F (66279.340000 sec): 3 clusters
  Score: Raw -14814278.006107 + Penalty 3917.608310 = -14810360.397796
  nChanged 9570
		SP:Iteration 9F (66280.500000 sec): 3 clusters
  Score: Raw -14822972.272256 + Penalty 3917.608310 = -14819054.663946
  nChanged 6827
		SP:Iteration 10Q (66281.610000 sec): 3 clusters
  Score: Raw -14829139.041144 + Penalty 3917.608310 = -14825221.432834
  nChanged 4370
		SP:Iteration 11Q (66282.680000 sec): 3 clusters
  Score: Raw -14833049.781896 + Penalty 3917.608310 = -14829132.173586
  nChanged 2522
		SP:Iteration 12Q (66283.880000 sec): 3 clusters
  Score: Raw -14835248.917395 + Penalty 3917.608310 = -14831331.309085
  nChanged 1255
		SP:Iteration 13Q (66284.840000 sec): 3 clusters
  Score: Raw -14836332.946900 + Penalty 3917.608310 = -14832415.338590
  nChanged 497
		SP:Iteration 14Q (66285.990000 sec): 3 clusters
  Score: Raw -14836770.444258 + Penalty 3917.608310 = -14832852.835948
  nChanged 175
		SP:Iteration 15Q (66287.120000 sec): 3 clusters
  Score: Raw -14836924.730389 + Penalty 3917.608310 = -14833007.122079
  nChanged 67
		SP:Iteration 16Q (66288.120000 sec): 3 clusters
  Score: Raw -14836992.308983 + Penalty 3917.608310 = -14833074.700673
  nChanged 28
		SP:Iteration 17Q (66289.230000 sec): 3 clusters
  Score: Raw -14837019.563535 + Penalty 3917.608310 = -14833101.955225
  nChanged 18
		SP:Iteration 18Q (66290.270000 sec): 3 clusters
  Score: Raw -14837040.971297 + Penalty 3917.608310 = -14833123.362986
  nChanged 16
		SP:Iteration 19Q (66291.210000 sec): 3 clusters
  Score: Raw -14837066.718299 + Penalty 3917.608310 = -14833149.109989
  nChanged 13
		SP:Iteration 20F (66292.260000 sec): 3 clusters
  Score: Raw -14837084.749366 + Penalty 3917.608310 = -14833167.141056
  nChanged 10
		SP:Iteration 21Q (66293.110000 sec): 3 clusters
  Score: Raw -14837101.501331 + Penalty 3917.608310 = -14833183.893021
  nChanged 8
		SP:Iteration 22Q (66294.150000 sec): 3 clusters
  Score: Raw -14837118.014752 + Penalty 3917.608310 = -14833200.406442
  nChanged 9
		SP:Iteration 23Q (66295.260000 sec): 3 clusters
  Score: Raw -14837129.296436 + Penalty 3917.608310 = -14833211.688126
  nChanged 6
		SP:Iteration 24Q (66296.160000 sec): 3 clusters
  Score: Raw -14837137.922082 + Penalty 3917.608310 = -14833220.313772
  nChanged 5
		SP:Iteration 25Q (66297.280000 sec): 3 clusters
  Score: Raw -14837141.139329 + Penalty 3917.608310 = -14833223.531019
  nChanged 3
		SP:Iteration 26Q (66298.400000 sec): 3 clusters
  Score: Raw -14837144.148873 + Penalty 3917.608310 = -14833226.540563
  nChanged 1
		SP:Iteration 27Q (66299.500000 sec): 3 clusters
  Score: Raw -14837144.665124 + Penalty 3917.608310 = -14833227.056814
  nChanged 0
		SP:Iteration 28F (66300.530000 sec): 3 clusters
  Score: Raw -14837144.665124 + Penalty 3917.608310 = -14833227.056814
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 20 (472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66300.770000 sec): 2 clusters
  Score: Raw -39501.348692 + Penalty 1000.509085 = -38500.839607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66300.910000 sec): 3 clusters
  Score: Raw -39447.688325 + Penalty 2001.018170 = -37446.670155
  nChanged 98
		SP:Iteration 1F (66301.100000 sec): 3 clusters
  Score: Raw -39612.457405 + Penalty 2001.018170 = -37611.439235
  nChanged 27
		SP:Iteration 2F (66301.240000 sec): 3 clusters
  Score: Raw -39657.508551 + Penalty 2001.018170 = -37656.490381
  nChanged 13
		SP:Iteration 3Q (66301.380000 sec): 3 clusters
  Score: Raw -39690.367627 + Penalty 2001.018170 = -37689.349456
  nChanged 20
		SP:Iteration 4Q (66301.500000 sec): 3 clusters
  Score: Raw -39754.091863 + Penalty 2001.018170 = -37753.073692
  nChanged 15
		SP:Iteration 5Q (66301.650000 sec): 3 clusters
  Score: Raw -39844.712078 + Penalty 2001.018170 = -37843.693907
  nChanged 17
		SP:Iteration 6Q (66301.820000 sec): 3 clusters
  Score: Raw -40040.726372 + Penalty 2001.018170 = -38039.708202
  nChanged 20
		SP:Iteration 7Q (66301.940000 sec): 3 clusters
  Score: Raw -40237.922043 + Penalty 2001.018170 = -38236.903873
  nChanged 23
		SP:Iteration 8Q (66302.120000 sec): 3 clusters
  Score: Raw -40321.328487 + Penalty 2001.018170 = -38320.310317
  nChanged 7
		SP:Iteration 9Q (66302.300000 sec): 3 clusters
  Score: Raw -40342.986493 + Penalty 2001.018170 = -38341.968322
  nChanged 8
		SP:Iteration 10Q (66302.480000 sec): 3 clusters
  Score: Raw -40369.275290 + Penalty 2001.018170 = -38368.257119
  nChanged 6
		SP:Iteration 11Q (66302.670000 sec): 3 clusters
  Score: Raw -40380.585622 + Penalty 2001.018170 = -38379.567452
  nChanged 1
		SP:Iteration 12Q (66302.820000 sec): 3 clusters
  Score: Raw -40382.511277 + Penalty 2001.018170 = -38381.493107
  nChanged 0
		SP:Iteration 13F (66303.040000 sec): 3 clusters
  Score: Raw -40382.511277 + Penalty 2001.018170 = -38381.493107
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 21 (2675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66303.150000 sec): 2 clusters
  Score: Raw -190681.176449 + Penalty 1282.402007 = -189398.774442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66303.360000 sec): 3 clusters
  Score: Raw -189470.711200 + Penalty 2564.804014 = -186905.907186
  nChanged 994
		SP:Iteration 1F (66303.560000 sec): 3 clusters
  Score: Raw -190145.199546 + Penalty 2564.804014 = -187580.395532
  nChanged 233
		SP:Iteration 2F (66303.770000 sec): 3 clusters
  Score: Raw -190373.605281 + Penalty 2564.804014 = -187808.801267
  nChanged 191
		SP:Iteration 3F (66303.940000 sec): 3 clusters
  Score: Raw -190560.607278 + Penalty 2564.804014 = -187995.803264
  nChanged 147
		SP:Iteration 4F (66304.140000 sec): 3 clusters
  Score: Raw -190703.092163 + Penalty 2564.804014 = -188138.288149
  nChanged 135
		SP:Iteration 5F (66304.280000 sec): 3 clusters
  Score: Raw -190845.323044 + Penalty 2564.804014 = -188280.519030
  nChanged 115
		SP:Iteration 6Q (66304.560000 sec): 3 clusters
  Score: Raw -190957.036147 + Penalty 2564.804014 = -188392.232133
  nChanged 111
		SP:Iteration 7Q (66304.740000 sec): 3 clusters
  Score: Raw -191043.081744 + Penalty 2564.804014 = -188478.277730
  nChanged 95
		SP:Iteration 8Q (66304.940000 sec): 3 clusters
  Score: Raw -191118.538841 + Penalty 2564.804014 = -188553.734827
  nChanged 69
		SP:Iteration 9Q (66305.080000 sec): 3 clusters
  Score: Raw -191157.847728 + Penalty 2564.804014 = -188593.043713
  nChanged 51
		SP:Iteration 10Q (66305.170000 sec): 3 clusters
  Score: Raw -191186.564425 + Penalty 2564.804014 = -188621.760411
  nChanged 40
		SP:Iteration 11Q (66305.370000 sec): 3 clusters
  Score: Raw -191210.778588 + Penalty 2564.804014 = -188645.974574
  nChanged 39
		SP:Iteration 12Q (66305.530000 sec): 3 clusters
  Score: Raw -191231.409021 + Penalty 2564.804014 = -188666.605007
  nChanged 28
		SP:Iteration 13Q (66305.660000 sec): 3 clusters
  Score: Raw -191247.090659 + Penalty 2564.804014 = -188682.286644
  nChanged 30
		SP:Iteration 14Q (66305.780000 sec): 3 clusters
  Score: Raw -191260.821651 + Penalty 2564.804014 = -188696.017637
  nChanged 29
		SP:Iteration 15Q (66305.920000 sec): 3 clusters
  Score: Raw -191276.825520 + Penalty 2564.804014 = -188712.021506
  nChanged 33
		SP:Iteration 16Q (66306.020000 sec): 3 clusters
  Score: Raw -191297.816940 + Penalty 2564.804014 = -188733.012926
  nChanged 35
		SP:Iteration 17Q (66306.190000 sec): 3 clusters
  Score: Raw -191323.016332 + Penalty 2564.804014 = -188758.212317
  nChanged 29
		SP:Iteration 18Q (66306.320000 sec): 3 clusters
  Score: Raw -191346.149738 + Penalty 2564.804014 = -188781.345724
  nChanged 23
		SP:Iteration 19Q (66306.460000 sec): 3 clusters
  Score: Raw -191362.040348 + Penalty 2564.804014 = -188797.236334
  nChanged 28
		SP:Iteration 20F (66306.630000 sec): 3 clusters
  Score: Raw -191374.738245 + Penalty 2564.804014 = -188809.934231
  nChanged 25
		SP:Iteration 21Q (66306.770000 sec): 3 clusters
  Score: Raw -191387.314401 + Penalty 2564.804014 = -188822.510386
  nChanged 21
		SP:Iteration 22Q (66306.890000 sec): 3 clusters
  Score: Raw -191397.745287 + Penalty 2564.804014 = -188832.941273
  nChanged 14
		SP:Iteration 23Q (66307.020000 sec): 3 clusters
  Score: Raw -191404.008716 + Penalty 2564.804014 = -188839.204702
  nChanged 10
		SP:Iteration 24Q (66307.160000 sec): 3 clusters
  Score: Raw -191408.041037 + Penalty 2564.804014 = -188843.237023
  nChanged 5
		SP:Iteration 25Q (66307.330000 sec): 3 clusters
  Score: Raw -191409.876857 + Penalty 2564.804014 = -188845.072843
  nChanged 7
		SP:Iteration 26Q (66307.460000 sec): 3 clusters
  Score: Raw -191412.766084 + Penalty 2564.804014 = -188847.962070
  nChanged 7
		SP:Iteration 27Q (66307.600000 sec): 3 clusters
  Score: Raw -191414.613083 + Penalty 2564.804014 = -188849.809068
  nChanged 3
		SP:Iteration 28Q (66307.750000 sec): 3 clusters
  Score: Raw -191415.334095 + Penalty 2564.804014 = -188850.530080
  nChanged 1
		SP:Iteration 29Q (66307.890000 sec): 3 clusters
  Score: Raw -191415.567207 + Penalty 2564.804014 = -188850.763193
  nChanged 0
		SP:Iteration 30F (66308.040000 sec): 3 clusters
  Score: Raw -191415.567207 + Penalty 2564.804014 = -188850.763193
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 22 (4603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66308.140000 sec): 2 clusters
  Score: Raw -370971.886934 + Penalty 1370.600326 = -369601.286609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66308.310000 sec): 3 clusters
  Score: Raw -368607.288310 + Penalty 2741.200652 = -365866.087658
  nChanged 1890
		SP:Iteration 1F (66308.460000 sec): 3 clusters
  Score: Raw -369700.892408 + Penalty 2741.200652 = -366959.691757
  nChanged 363
		SP:Iteration 2F (66308.620000 sec): 3 clusters
  Score: Raw -369905.936449 + Penalty 2741.200652 = -367164.735798
  nChanged 267
		SP:Iteration 3F (66308.770000 sec): 3 clusters
  Score: Raw -370060.385288 + Penalty 2741.200652 = -367319.184637
  nChanged 244
		SP:Iteration 4F (66308.930000 sec): 3 clusters
  Score: Raw -370205.405491 + Penalty 2741.200652 = -367464.204840
  nChanged 215
		SP:Iteration 5Q (66309.120000 sec): 3 clusters
  Score: Raw -370337.823244 + Penalty 2741.200652 = -367596.622592
  nChanged 169
		SP:Iteration 6Q (66309.280000 sec): 3 clusters
  Score: Raw -370432.305410 + Penalty 2741.200652 = -367691.104759
  nChanged 131
		SP:Iteration 7Q (66309.440000 sec): 3 clusters
  Score: Raw -370503.432472 + Penalty 2741.200652 = -367762.231820
  nChanged 111
		SP:Iteration 8Q (66309.650000 sec): 3 clusters
  Score: Raw -370556.323059 + Penalty 2741.200652 = -367815.122407
  nChanged 90
		SP:Iteration 9Q (66309.820000 sec): 3 clusters
  Score: Raw -370600.556013 + Penalty 2741.200652 = -367859.355362
  nChanged 91
		SP:Iteration 10Q (66309.950000 sec): 3 clusters
  Score: Raw -370645.625690 + Penalty 2741.200652 = -367904.425038
  nChanged 83
		SP:Iteration 11Q (66310.110000 sec): 3 clusters
  Score: Raw -370681.478822 + Penalty 2741.200652 = -367940.278170
  nChanged 77
		SP:Iteration 12Q (66310.270000 sec): 3 clusters
  Score: Raw -370713.328221 + Penalty 2741.200652 = -367972.127569
  nChanged 80
		SP:Iteration 13Q (66310.430000 sec): 3 clusters
  Score: Raw -370750.354501 + Penalty 2741.200652 = -368009.153849
  nChanged 55
		SP:Iteration 14Q (66310.590000 sec): 3 clusters
  Score: Raw -370778.423203 + Penalty 2741.200652 = -368037.222552
  nChanged 61
		SP:Iteration 15Q (66310.750000 sec): 3 clusters
  Score: Raw -370816.668111 + Penalty 2741.200652 = -368075.467459
  nChanged 67
		SP:Iteration 16Q (66310.930000 sec): 3 clusters
  Score: Raw -370854.169480 + Penalty 2741.200652 = -368112.968828
  nChanged 71
		SP:Iteration 17Q (66311.080000 sec): 3 clusters
  Score: Raw -370901.709002 + Penalty 2741.200652 = -368160.508351
  nChanged 73
		SP:Iteration 18Q (66311.280000 sec): 3 clusters
  Score: Raw -370944.685071 + Penalty 2741.200652 = -368203.484419
  nChanged 61
		SP:Iteration 19Q (66311.430000 sec): 3 clusters
  Score: Raw -370985.357974 + Penalty 2741.200652 = -368244.157322
  nChanged 46
		SP:Iteration 20F (66311.620000 sec): 3 clusters
  Score: Raw -371016.571838 + Penalty 2741.200652 = -368275.371186
  nChanged 44
		SP:Iteration 21Q (66311.780000 sec): 3 clusters
  Score: Raw -371040.349126 + Penalty 2741.200652 = -368299.148474
  nChanged 38
		SP:Iteration 22Q (66311.940000 sec): 3 clusters
  Score: Raw -371068.366683 + Penalty 2741.200652 = -368327.166031
  nChanged 33
		SP:Iteration 23Q (66312.100000 sec): 3 clusters
  Score: Raw -371094.248343 + Penalty 2741.200652 = -368353.047691
  nChanged 31
		SP:Iteration 24Q (66312.260000 sec): 3 clusters
  Score: Raw -371115.279833 + Penalty 2741.200652 = -368374.079181
  nChanged 34
		SP:Iteration 25Q (66312.410000 sec): 3 clusters
  Score: Raw -371141.883349 + Penalty 2741.200652 = -368400.682698
  nChanged 24
		SP:Iteration 26Q (66312.570000 sec): 3 clusters
  Score: Raw -371158.113686 + Penalty 2741.200652 = -368416.913034
  nChanged 19
		SP:Iteration 27Q (66312.730000 sec): 3 clusters
  Score: Raw -371172.166648 + Penalty 2741.200652 = -368430.965997
  nChanged 17
		SP:Iteration 28Q (66312.880000 sec): 3 clusters
  Score: Raw -371186.909922 + Penalty 2741.200652 = -368445.709270
  nChanged 14
		SP:Iteration 29Q (66313.040000 sec): 3 clusters
  Score: Raw -371203.102134 + Penalty 2741.200652 = -368461.901483
  nChanged 7
		SP:Iteration 30Q (66313.200000 sec): 3 clusters
  Score: Raw -371209.834427 + Penalty 2741.200652 = -368468.633775
  nChanged 8
		SP:Iteration 31Q (66313.420000 sec): 3 clusters
  Score: Raw -371215.486231 + Penalty 2741.200652 = -368474.285579
  nChanged 5
		SP:Iteration 32Q (66313.560000 sec): 3 clusters
  Score: Raw -371218.034108 + Penalty 2741.200652 = -368476.833456
  nChanged 3
		SP:Iteration 33Q (66313.720000 sec): 3 clusters
  Score: Raw -371219.619724 + Penalty 2741.200652 = -368478.419072
  nChanged 1
		SP:Iteration 34Q (66313.900000 sec): 3 clusters
  Score: Raw -371220.376706 + Penalty 2741.200652 = -368479.176054
  nChanged 1
		SP:Iteration 35Q (66314.060000 sec): 3 clusters
  Score: Raw -371221.531001 + Penalty 2741.200652 = -368480.330349
  nChanged 2
		SP:Iteration 36Q (66314.250000 sec): 3 clusters
  Score: Raw -371222.880178 + Penalty 2741.200652 = -368481.679527
  nChanged 1
		SP:Iteration 37Q (66314.370000 sec): 3 clusters
  Score: Raw -371223.719824 + Penalty 2741.200652 = -368482.519172
  nChanged 0
		SP:Iteration 38F (66314.530000 sec): 3 clusters
  Score: Raw -371223.719824 + Penalty 2741.200652 = -368482.519172
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 23 (6052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66314.650000 sec): 2 clusters
  Score: Raw -501730.199405 + Penalty 1415.073412 = -500315.125993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66314.860000 sec): 3 clusters
  Score: Raw -498537.792622 + Penalty 2830.146824 = -495707.645798
  nChanged 2499
		SP:Iteration 1F (66315.080000 sec): 3 clusters
  Score: Raw -499817.773909 + Penalty 2830.146824 = -496987.627084
  nChanged 388
		SP:Iteration 2F (66315.260000 sec): 3 clusters
  Score: Raw -499987.105084 + Penalty 2830.146824 = -497156.958260
  nChanged 305
		SP:Iteration 3F (66315.460000 sec): 3 clusters
  Score: Raw -500102.853650 + Penalty 2830.146824 = -497272.706825
  nChanged 201
		SP:Iteration 4Q (66315.650000 sec): 3 clusters
  Score: Raw -500172.317937 + Penalty 2830.146824 = -497342.171113
  nChanged 170
		SP:Iteration 5Q (66315.850000 sec): 3 clusters
  Score: Raw -500237.629795 + Penalty 2830.146824 = -497407.482970
  nChanged 153
		SP:Iteration 6Q (66316.000000 sec): 3 clusters
  Score: Raw -500289.086490 + Penalty 2830.146824 = -497458.939666
  nChanged 135
		SP:Iteration 7Q (66316.190000 sec): 3 clusters
  Score: Raw -500331.574399 + Penalty 2830.146824 = -497501.427575
  nChanged 129
		SP:Iteration 8Q (66316.380000 sec): 3 clusters
  Score: Raw -500367.965017 + Penalty 2830.146824 = -497537.818193
  nChanged 108
		SP:Iteration 9Q (66316.540000 sec): 3 clusters
  Score: Raw -500399.356691 + Penalty 2830.146824 = -497569.209867
  nChanged 98
		SP:Iteration 10Q (66316.730000 sec): 3 clusters
  Score: Raw -500425.257751 + Penalty 2830.146824 = -497595.110927
  nChanged 90
		SP:Iteration 11Q (66316.910000 sec): 3 clusters
  Score: Raw -500450.919154 + Penalty 2830.146824 = -497620.772330
  nChanged 89
		SP:Iteration 12Q (66317.100000 sec): 3 clusters
  Score: Raw -500476.262648 + Penalty 2830.146824 = -497646.115824
  nChanged 92
		SP:Iteration 13Q (66317.290000 sec): 3 clusters
  Score: Raw -500505.281281 + Penalty 2830.146824 = -497675.134457
  nChanged 97
		SP:Iteration 14Q (66317.480000 sec): 3 clusters
  Score: Raw -500533.072857 + Penalty 2830.146824 = -497702.926033
  nChanged 107
		SP:Iteration 15Q (66317.670000 sec): 3 clusters
  Score: Raw -500565.044013 + Penalty 2830.146824 = -497734.897188
  nChanged 120
		SP:Iteration 16Q (66317.840000 sec): 3 clusters
  Score: Raw -500606.250044 + Penalty 2830.146824 = -497776.103219
  nChanged 124
		SP:Iteration 17Q (66318.020000 sec): 3 clusters
  Score: Raw -500652.826073 + Penalty 2830.146824 = -497822.679248
  nChanged 139
		SP:Iteration 18Q (66318.260000 sec): 3 clusters
  Score: Raw -500708.161815 + Penalty 2830.146824 = -497878.014990
  nChanged 150
		SP:Iteration 19Q (66318.380000 sec): 3 clusters
  Score: Raw -500772.486534 + Penalty 2830.146824 = -497942.339709
  nChanged 172
		SP:Iteration 20F (66318.530000 sec): 3 clusters
  Score: Raw -500856.986622 + Penalty 2830.146824 = -498026.839798
  nChanged 175
		SP:Iteration 21Q (66318.680000 sec): 3 clusters
  Score: Raw -500950.665519 + Penalty 2830.146824 = -498120.518694
  nChanged 184
		SP:Iteration 22Q (66318.830000 sec): 3 clusters
  Score: Raw -501060.172254 + Penalty 2830.146824 = -498230.025430
  nChanged 190
		SP:Iteration 23Q (66318.980000 sec): 3 clusters
  Score: Raw -501175.917544 + Penalty 2830.146824 = -498345.770720
  nChanged 193
		SP:Iteration 24Q (66319.130000 sec): 3 clusters
  Score: Raw -501313.236203 + Penalty 2830.146824 = -498483.089378
  nChanged 173
		SP:Iteration 25Q (66319.280000 sec): 3 clusters
  Score: Raw -501437.563988 + Penalty 2830.146824 = -498607.417164
  nChanged 149
		SP:Iteration 26Q (66319.430000 sec): 3 clusters
  Score: Raw -501541.234223 + Penalty 2830.146824 = -498711.087398
  nChanged 136
		SP:Iteration 27Q (66319.600000 sec): 3 clusters
  Score: Raw -501649.492009 + Penalty 2830.146824 = -498819.345184
  nChanged 121
		SP:Iteration 28Q (66319.740000 sec): 3 clusters
  Score: Raw -501750.597304 + Penalty 2830.146824 = -498920.450480
  nChanged 79
		SP:Iteration 29Q (66319.880000 sec): 3 clusters
  Score: Raw -501819.567737 + Penalty 2830.146824 = -498989.420913
  nChanged 74
		SP:Iteration 30Q (66320.020000 sec): 3 clusters
  Score: Raw -501886.094541 + Penalty 2830.146824 = -499055.947717
  nChanged 54
		SP:Iteration 31Q (66320.160000 sec): 3 clusters
  Score: Raw -501940.575192 + Penalty 2830.146824 = -499110.428367
  nChanged 41
		SP:Iteration 32Q (66320.300000 sec): 3 clusters
  Score: Raw -501979.524138 + Penalty 2830.146824 = -499149.377314
  nChanged 28
		SP:Iteration 33Q (66320.430000 sec): 3 clusters
  Score: Raw -502004.102777 + Penalty 2830.146824 = -499173.955952
  nChanged 17
		SP:Iteration 34Q (66320.590000 sec): 3 clusters
  Score: Raw -502017.077957 + Penalty 2830.146824 = -499186.931133
  nChanged 13
		SP:Iteration 35Q (66320.740000 sec): 3 clusters
  Score: Raw -502027.822207 + Penalty 2830.146824 = -499197.675382
  nChanged 9
		SP:Iteration 36Q (66320.880000 sec): 3 clusters
  Score: Raw -502037.698086 + Penalty 2830.146824 = -499207.551262
  nChanged 8
		SP:Iteration 37Q (66321.020000 sec): 3 clusters
  Score: Raw -502043.780083 + Penalty 2830.146824 = -499213.633259
  nChanged 5
		SP:Iteration 38Q (66321.160000 sec): 3 clusters
  Score: Raw -502047.788501 + Penalty 2830.146824 = -499217.641677
  nChanged 6
		SP:Iteration 39Q (66321.300000 sec): 3 clusters
  Score: Raw -502054.379780 + Penalty 2830.146824 = -499224.232955
  nChanged 4
		SP:Iteration 40F (66321.440000 sec): 3 clusters
  Score: Raw -502056.661609 + Penalty 2830.146824 = -499226.514785
  nChanged 1
		SP:Iteration 41Q (66321.570000 sec): 3 clusters
  Score: Raw -502057.039958 + Penalty 2830.146824 = -499226.893134
  nChanged 0
		SP:Iteration 42F (66321.710000 sec): 3 clusters
  Score: Raw -502057.039958 + Penalty 2830.146824 = -499226.893134
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 24 (77531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66322.170000 sec): 2 clusters
  Score: Raw -6771950.378173 + Penalty 1829.495384 = -6770120.882788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66322.800000 sec): 3 clusters
  Score: Raw -6721998.090256 + Penalty 3658.990769 = -6718339.099487
  nChanged 36751
		SP:Iteration 1F (66323.390000 sec): 3 clusters
  Score: Raw -6743392.421442 + Penalty 3658.990769 = -6739733.430673
  nChanged 3115
		SP:Iteration 2Q (66324.080000 sec): 3 clusters
  Score: Raw -6744350.511679 + Penalty 3658.990769 = -6740691.520910
  nChanged 3408
		SP:Iteration 3Q (66324.760000 sec): 3 clusters
  Score: Raw -6745590.300580 + Penalty 3658.990769 = -6741931.309811
  nChanged 3907
		SP:Iteration 4F (66325.360000 sec): 3 clusters
  Score: Raw -6747341.007692 + Penalty 3658.990769 = -6743682.016923
  nChanged 4555
		SP:Iteration 5F (66325.960000 sec): 3 clusters
  Score: Raw -6749911.569603 + Penalty 3658.990769 = -6746252.578834
  nChanged 5374
		SP:Iteration 6F (66326.540000 sec): 3 clusters
  Score: Raw -6753675.285279 + Penalty 3658.990769 = -6750016.294510
  nChanged 5778
		SP:Iteration 7F (66327.150000 sec): 3 clusters
  Score: Raw -6758292.837739 + Penalty 3658.990769 = -6754633.846970
  nChanged 5341
		SP:Iteration 8F (66327.730000 sec): 3 clusters
  Score: Raw -6762862.508674 + Penalty 3658.990769 = -6759203.517905
  nChanged 4268
		SP:Iteration 9F (66328.340000 sec): 3 clusters
  Score: Raw -6766430.514222 + Penalty 3658.990769 = -6762771.523453
  nChanged 2967
		SP:Iteration 10Q (66328.940000 sec): 3 clusters
  Score: Raw -6768964.001394 + Penalty 3658.990769 = -6765305.010625
  nChanged 1934
		SP:Iteration 11Q (66329.610000 sec): 3 clusters
  Score: Raw -6770592.239447 + Penalty 3658.990769 = -6766933.248678
  nChanged 1115
		SP:Iteration 12Q (66330.220000 sec): 3 clusters
  Score: Raw -6771466.117923 + Penalty 3658.990769 = -6767807.127154
  nChanged 582
		SP:Iteration 13Q (66330.790000 sec): 3 clusters
  Score: Raw -6771899.994611 + Penalty 3658.990769 = -6768241.003842
  nChanged 287
		SP:Iteration 14Q (66331.440000 sec): 3 clusters
  Score: Raw -6772141.855303 + Penalty 3658.990769 = -6768482.864534
  nChanged 172
		SP:Iteration 15Q (66331.970000 sec): 3 clusters
  Score: Raw -6772305.214328 + Penalty 3658.990769 = -6768646.223559
  nChanged 115
		SP:Iteration 16Q (66332.560000 sec): 3 clusters
  Score: Raw -6772427.200146 + Penalty 3658.990769 = -6768768.209377
  nChanged 76
		SP:Iteration 17Q (66333.130000 sec): 3 clusters
  Score: Raw -6772536.162298 + Penalty 3658.990769 = -6768877.171529
  nChanged 59
		SP:Iteration 18Q (66333.670000 sec): 3 clusters
  Score: Raw -6772605.824210 + Penalty 3658.990769 = -6768946.833441
  nChanged 40
		SP:Iteration 19Q (66334.220000 sec): 3 clusters
  Score: Raw -6772648.363517 + Penalty 3658.990769 = -6768989.372748
  nChanged 34
		SP:Iteration 20F (66334.810000 sec): 3 clusters
  Score: Raw -6772674.301908 + Penalty 3658.990769 = -6769015.311139
  nChanged 22
		SP:Iteration 21Q (66335.400000 sec): 3 clusters
  Score: Raw -6772689.679890 + Penalty 3658.990769 = -6769030.689121
  nChanged 17
		SP:Iteration 22Q (66335.990000 sec): 3 clusters
  Score: Raw -6772703.513247 + Penalty 3658.990769 = -6769044.522478
  nChanged 15
		SP:Iteration 23Q (66336.520000 sec): 3 clusters
  Score: Raw -6772711.475825 + Penalty 3658.990769 = -6769052.485056
  nChanged 10
		SP:Iteration 24Q (66337.070000 sec): 3 clusters
  Score: Raw -6772716.758960 + Penalty 3658.990769 = -6769057.768191
  nChanged 8
		SP:Iteration 25Q (66337.580000 sec): 3 clusters
  Score: Raw -6772721.703741 + Penalty 3658.990769 = -6769062.712972
  nChanged 6
		SP:Iteration 26Q (66338.180000 sec): 3 clusters
  Score: Raw -6772725.526556 + Penalty 3658.990769 = -6769066.535787
  nChanged 2
		SP:Iteration 27Q (66338.820000 sec): 3 clusters
  Score: Raw -6772726.588095 + Penalty 3658.990769 = -6769067.597326
  nChanged 1
		SP:Iteration 28Q (66339.440000 sec): 3 clusters
  Score: Raw -6772727.251476 + Penalty 3658.990769 = -6769068.260707
  nChanged 0
		SP:Iteration 29F (66340.050000 sec): 3 clusters
  Score: Raw -6772727.251476 + Penalty 3658.990769 = -6769068.260707
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 25 (13056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66340.230000 sec): 2 clusters
  Score: Raw -1163079.452693 + Penalty 1540.013000 = -1161539.439693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66340.480000 sec): 3 clusters
  Score: Raw -1155461.547075 + Penalty 3080.026000 = -1152381.521075
  nChanged 5681
		SP:Iteration 1F (66340.730000 sec): 3 clusters
  Score: Raw -1158641.515146 + Penalty 3080.026000 = -1155561.489146
  nChanged 769
		SP:Iteration 2F (66340.940000 sec): 3 clusters
  Score: Raw -1158995.129360 + Penalty 3080.026000 = -1155915.103360
  nChanged 699
		SP:Iteration 3F (66341.180000 sec): 3 clusters
  Score: Raw -1159295.522517 + Penalty 3080.026000 = -1156215.496517
  nChanged 645
		SP:Iteration 4Q (66341.480000 sec): 3 clusters
  Score: Raw -1159578.775633 + Penalty 3080.026000 = -1156498.749633
  nChanged 577
		SP:Iteration 5Q (66341.700000 sec): 3 clusters
  Score: Raw -1159847.991583 + Penalty 3080.026000 = -1156767.965583
  nChanged 569
		SP:Iteration 6Q (66341.980000 sec): 3 clusters
  Score: Raw -1160152.975261 + Penalty 3080.026000 = -1157072.949261
  nChanged 559
		SP:Iteration 7Q (66342.160000 sec): 3 clusters
  Score: Raw -1160490.473041 + Penalty 3080.026000 = -1157410.447040
  nChanged 573
		SP:Iteration 8Q (66342.440000 sec): 3 clusters
  Score: Raw -1160847.086500 + Penalty 3080.026000 = -1157767.060500
  nChanged 550
		SP:Iteration 9Q (66342.720000 sec): 3 clusters
  Score: Raw -1161178.350358 + Penalty 3080.026000 = -1158098.324358
  nChanged 504
		SP:Iteration 10Q (66343.030000 sec): 3 clusters
  Score: Raw -1161460.962353 + Penalty 3080.026000 = -1158380.936353
  nChanged 443
		SP:Iteration 11Q (66343.230000 sec): 3 clusters
  Score: Raw -1161659.054110 + Penalty 3080.026000 = -1158579.028110
  nChanged 340
		SP:Iteration 12Q (66343.420000 sec): 3 clusters
  Score: Raw -1161785.777988 + Penalty 3080.026000 = -1158705.751988
  nChanged 249
		SP:Iteration 13Q (66343.700000 sec): 3 clusters
  Score: Raw -1161868.421078 + Penalty 3080.026000 = -1158788.395078
  nChanged 189
		SP:Iteration 14Q (66343.990000 sec): 3 clusters
  Score: Raw -1161926.361239 + Penalty 3080.026000 = -1158846.335238
  nChanged 149
		SP:Iteration 15Q (66344.180000 sec): 3 clusters
  Score: Raw -1161968.649512 + Penalty 3080.026000 = -1158888.623512
  nChanged 119
		SP:Iteration 16Q (66344.400000 sec): 3 clusters
  Score: Raw -1161997.013302 + Penalty 3080.026000 = -1158916.987301
  nChanged 118
		SP:Iteration 17Q (66344.610000 sec): 3 clusters
  Score: Raw -1162027.112245 + Penalty 3080.026000 = -1158947.086244
  nChanged 93
		SP:Iteration 18Q (66344.850000 sec): 3 clusters
  Score: Raw -1162052.451320 + Penalty 3080.026000 = -1158972.425320
  nChanged 100
		SP:Iteration 19Q (66345.050000 sec): 3 clusters
  Score: Raw -1162076.261213 + Penalty 3080.026000 = -1158996.235212
  nChanged 90
		SP:Iteration 20F (66345.260000 sec): 3 clusters
  Score: Raw -1162094.369170 + Penalty 3080.026000 = -1159014.343170
  nChanged 83
		SP:Iteration 21Q (66345.500000 sec): 3 clusters
  Score: Raw -1162113.718278 + Penalty 3080.026000 = -1159033.692278
  nChanged 88
		SP:Iteration 22Q (66345.750000 sec): 3 clusters
  Score: Raw -1162132.227625 + Penalty 3080.026000 = -1159052.201624
  nChanged 83
		SP:Iteration 23Q (66345.980000 sec): 3 clusters
  Score: Raw -1162149.803970 + Penalty 3080.026000 = -1159069.777970
  nChanged 69
		SP:Iteration 24Q (66346.260000 sec): 3 clusters
  Score: Raw -1162168.143573 + Penalty 3080.026000 = -1159088.117572
  nChanged 77
		SP:Iteration 25Q (66346.510000 sec): 3 clusters
  Score: Raw -1162186.751098 + Penalty 3080.026000 = -1159106.725098
  nChanged 66
		SP:Iteration 26Q (66346.720000 sec): 3 clusters
  Score: Raw -1162200.779769 + Penalty 3080.026000 = -1159120.753769
  nChanged 67
		SP:Iteration 27Q (66346.950000 sec): 3 clusters
  Score: Raw -1162213.008270 + Penalty 3080.026000 = -1159132.982270
  nChanged 63
		SP:Iteration 28Q (66347.120000 sec): 3 clusters
  Score: Raw -1162223.502985 + Penalty 3080.026000 = -1159143.476985
  nChanged 51
		SP:Iteration 29Q (66347.340000 sec): 3 clusters
  Score: Raw -1162233.253304 + Penalty 3080.026000 = -1159153.227304
  nChanged 53
		SP:Iteration 30Q (66347.620000 sec): 3 clusters
  Score: Raw -1162243.578608 + Penalty 3080.026000 = -1159163.552608
  nChanged 60
		SP:Iteration 31Q (66347.820000 sec): 3 clusters
  Score: Raw -1162253.468698 + Penalty 3080.026000 = -1159173.442698
  nChanged 54
		SP:Iteration 32Q (66348.020000 sec): 3 clusters
  Score: Raw -1162263.298738 + Penalty 3080.026000 = -1159183.272738
  nChanged 54
		SP:Iteration 33Q (66348.300000 sec): 3 clusters
  Score: Raw -1162272.215677 + Penalty 3080.026000 = -1159192.189677
  nChanged 44
		SP:Iteration 34Q (66348.550000 sec): 3 clusters
  Score: Raw -1162278.701315 + Penalty 3080.026000 = -1159198.675315
  nChanged 34
		SP:Iteration 35Q (66348.830000 sec): 3 clusters
  Score: Raw -1162284.060297 + Penalty 3080.026000 = -1159204.034297
  nChanged 28
		SP:Iteration 36Q (66349.080000 sec): 3 clusters
  Score: Raw -1162287.479188 + Penalty 3080.026000 = -1159207.453188
  nChanged 26
		SP:Iteration 37Q (66349.310000 sec): 3 clusters
  Score: Raw -1162291.887751 + Penalty 3080.026000 = -1159211.861751
  nChanged 34
		SP:Iteration 38Q (66349.550000 sec): 3 clusters
  Score: Raw -1162296.812335 + Penalty 3080.026000 = -1159216.786335
  nChanged 35
		SP:Iteration 39Q (66349.800000 sec): 3 clusters
  Score: Raw -1162301.402446 + Penalty 3080.026000 = -1159221.376446
  nChanged 26
		SP:Iteration 40F (66350.090000 sec): 3 clusters
  Score: Raw -1162304.230696 + Penalty 3080.026000 = -1159224.204696
  nChanged 20
		SP:Iteration 41Q (66350.360000 sec): 3 clusters
  Score: Raw -1162306.246126 + Penalty 3080.026000 = -1159226.220126
  nChanged 15
		SP:Iteration 42Q (66350.600000 sec): 3 clusters
  Score: Raw -1162307.768567 + Penalty 3080.026000 = -1159227.742567
  nChanged 12
		SP:Iteration 43Q (66350.890000 sec): 3 clusters
  Score: Raw -1162308.603834 + Penalty 3080.026000 = -1159228.577834
  nChanged 8
		SP:Iteration 44Q (66351.140000 sec): 3 clusters
  Score: Raw -1162309.195800 + Penalty 3080.026000 = -1159229.169800
  nChanged 6
		SP:Iteration 45Q (66351.470000 sec): 3 clusters
  Score: Raw -1162309.727446 + Penalty 3080.026000 = -1159229.701446
  nChanged 13
		SP:Iteration 46Q (66351.760000 sec): 3 clusters
  Score: Raw -1162310.934650 + Penalty 3080.026000 = -1159230.908650
  nChanged 13
		SP:Iteration 47Q (66351.980000 sec): 3 clusters
  Score: Raw -1162312.684922 + Penalty 3080.026000 = -1159232.658921
  nChanged 14
		SP:Iteration 48Q (66352.250000 sec): 3 clusters
  Score: Raw -1162314.286433 + Penalty 3080.026000 = -1159234.260433
  nChanged 18
		SP:Iteration 49Q (66352.500000 sec): 3 clusters
  Score: Raw -1162315.890642 + Penalty 3080.026000 = -1159235.864642
  nChanged 10
		SP:Iteration 50Q (66352.730000 sec): 3 clusters
  Score: Raw -1162317.060037 + Penalty 3080.026000 = -1159237.034037
  nChanged 17
		SP:Iteration 51Q (66352.940000 sec): 3 clusters
  Score: Raw -1162319.028031 + Penalty 3080.026000 = -1159239.002031
  nChanged 11
		SP:Iteration 52Q (66353.200000 sec): 3 clusters
  Score: Raw -1162320.064802 + Penalty 3080.026000 = -1159240.038802
  nChanged 5
		SP:Iteration 53Q (66353.460000 sec): 3 clusters
  Score: Raw -1162320.495575 + Penalty 3080.026000 = -1159240.469575
  nChanged 10
		SP:Iteration 54Q (66353.760000 sec): 3 clusters
  Score: Raw -1162321.463815 + Penalty 3080.026000 = -1159241.437815
  nChanged 8
		SP:Iteration 55Q (66354.020000 sec): 3 clusters
  Score: Raw -1162322.141632 + Penalty 3080.026000 = -1159242.115632
  nChanged 4
		SP:Iteration 56Q (66354.290000 sec): 3 clusters
  Score: Raw -1162322.481786 + Penalty 3080.026000 = -1159242.455786
  nChanged 6
		SP:Iteration 57Q (66354.570000 sec): 3 clusters
  Score: Raw -1162322.986242 + Penalty 3080.026000 = -1159242.960242
  nChanged 7
		SP:Iteration 58Q (66354.840000 sec): 3 clusters
  Score: Raw -1162323.418317 + Penalty 3080.026000 = -1159243.392317
  nChanged 5
		SP:Iteration 59Q (66355.090000 sec): 3 clusters
  Score: Raw -1162323.818323 + Penalty 3080.026000 = -1159243.792323
  nChanged 3
		SP:Iteration 60F (66355.330000 sec): 3 clusters
  Score: Raw -1162324.126351 + Penalty 3080.026000 = -1159244.100351
  nChanged 2
		SP:Iteration 61Q (66355.600000 sec): 3 clusters
  Score: Raw -1162324.295250 + Penalty 3080.026000 = -1159244.269250
  nChanged 1
		SP:Iteration 62Q (66355.820000 sec): 3 clusters
  Score: Raw -1162324.468347 + Penalty 3080.026000 = -1159244.442346
  nChanged 3
		SP:Iteration 63Q (66356.070000 sec): 3 clusters
  Score: Raw -1162324.603812 + Penalty 3080.026000 = -1159244.577812
  nChanged 3
		SP:Iteration 64Q (66356.340000 sec): 3 clusters
  Score: Raw -1162324.854141 + Penalty 3080.026000 = -1159244.828141
  nChanged 2
		SP:Iteration 65Q (66356.590000 sec): 3 clusters
  Score: Raw -1162325.002640 + Penalty 3080.026000 = -1159244.976640
  nChanged 2
		SP:Iteration 66Q (66356.890000 sec): 3 clusters
  Score: Raw -1162325.311125 + Penalty 3080.026000 = -1159245.285125
  nChanged 4
		SP:Iteration 67Q (66357.130000 sec): 3 clusters
  Score: Raw -1162325.655025 + Penalty 3080.026000 = -1159245.629025
  nChanged 4
		SP:Iteration 68Q (66357.380000 sec): 3 clusters
  Score: Raw -1162325.927177 + Penalty 3080.026000 = -1159245.901177
  nChanged 7
		SP:Iteration 69Q (66357.630000 sec): 3 clusters
  Score: Raw -1162326.656540 + Penalty 3080.026000 = -1159246.630540
  nChanged 8
		SP:Iteration 70Q (66357.900000 sec): 3 clusters
  Score: Raw -1162327.736025 + Penalty 3080.026000 = -1159247.710025
  nChanged 9
		SP:Iteration 71Q (66358.140000 sec): 3 clusters
  Score: Raw -1162328.648961 + Penalty 3080.026000 = -1159248.622961
  nChanged 8
		SP:Iteration 72Q (66358.420000 sec): 3 clusters
  Score: Raw -1162329.464651 + Penalty 3080.026000 = -1159249.438651
  nChanged 6
		SP:Iteration 73Q (66358.660000 sec): 3 clusters
  Score: Raw -1162330.005557 + Penalty 3080.026000 = -1159249.979557
  nChanged 8
		SP:Iteration 74Q (66358.940000 sec): 3 clusters
  Score: Raw -1162330.804860 + Penalty 3080.026000 = -1159250.778859
  nChanged 6
		SP:Iteration 75Q (66359.240000 sec): 3 clusters
  Score: Raw -1162331.299685 + Penalty 3080.026000 = -1159251.273685
  nChanged 8
		SP:Iteration 76Q (66359.490000 sec): 3 clusters
  Score: Raw -1162332.174575 + Penalty 3080.026000 = -1159252.148575
  nChanged 5
		SP:Iteration 77Q (66359.730000 sec): 3 clusters
  Score: Raw -1162332.539688 + Penalty 3080.026000 = -1159252.513688
  nChanged 2
		SP:Iteration 78Q (66360.000000 sec): 3 clusters
  Score: Raw -1162332.660467 + Penalty 3080.026000 = -1159252.634467
  nChanged 0
		SP:Iteration 79F (66360.230000 sec): 3 clusters
  Score: Raw -1162332.660467 + Penalty 3080.026000 = -1159252.634467
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 26 (53318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66360.680000 sec): 2 clusters
  Score: Raw -4625089.659810 + Penalty 1768.654755 = -4623321.005055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66361.120000 sec): 3 clusters
  Score: Raw -4591171.267423 + Penalty 3537.309511 = -4587633.957912
  nChanged 25114
		SP:Iteration 1F (66361.570000 sec): 3 clusters
  Score: Raw -4605451.412249 + Penalty 3537.309511 = -4601914.102738
  nChanged 2009
		SP:Iteration 2Q (66362.040000 sec): 3 clusters
  Score: Raw -4606030.509827 + Penalty 3537.309511 = -4602493.200316
  nChanged 2054
		SP:Iteration 3Q (66362.580000 sec): 3 clusters
  Score: Raw -4606713.041118 + Penalty 3537.309511 = -4603175.731607
  nChanged 2236
		SP:Iteration 4Q (66363.040000 sec): 3 clusters
  Score: Raw -4607580.446741 + Penalty 3537.309511 = -4604043.137231
  nChanged 2417
		SP:Iteration 5Q (66363.560000 sec): 3 clusters
  Score: Raw -4608663.700066 + Penalty 3537.309511 = -4605126.390555
  nChanged 2588
		SP:Iteration 6Q (66364.080000 sec): 3 clusters
  Score: Raw -4609992.940940 + Penalty 3537.309511 = -4606455.631429
  nChanged 2847
		SP:Iteration 7F (66364.570000 sec): 3 clusters
  Score: Raw -4611642.619131 + Penalty 3537.309511 = -4608105.309621
  nChanged 2997
		SP:Iteration 8F (66365.030000 sec): 3 clusters
  Score: Raw -4613570.186121 + Penalty 3537.309511 = -4610032.876610
  nChanged 2874
		SP:Iteration 9F (66365.560000 sec): 3 clusters
  Score: Raw -4615462.828616 + Penalty 3537.309511 = -4611925.519105
  nChanged 2627
		SP:Iteration 10Q (66366.150000 sec): 3 clusters
  Score: Raw -4617063.941955 + Penalty 3537.309511 = -4613526.632444
  nChanged 2197
		SP:Iteration 11Q (66366.620000 sec): 3 clusters
  Score: Raw -4618281.363953 + Penalty 3537.309511 = -4614744.054442
  nChanged 1833
		SP:Iteration 12Q (66367.110000 sec): 3 clusters
  Score: Raw -4619200.524278 + Penalty 3537.309511 = -4615663.214767
  nChanged 1486
		SP:Iteration 13Q (66367.610000 sec): 3 clusters
  Score: Raw -4619906.199608 + Penalty 3537.309511 = -4616368.890097
  nChanged 1265
		SP:Iteration 14Q (66368.080000 sec): 3 clusters
  Score: Raw -4620481.777259 + Penalty 3537.309511 = -4616944.467748
  nChanged 1138
		SP:Iteration 15Q (66368.480000 sec): 3 clusters
  Score: Raw -4621002.096858 + Penalty 3537.309511 = -4617464.787347
  nChanged 1034
		SP:Iteration 16Q (66369.030000 sec): 3 clusters
  Score: Raw -4621476.255211 + Penalty 3537.309511 = -4617938.945700
  nChanged 1025
		SP:Iteration 17Q (66369.540000 sec): 3 clusters
  Score: Raw -4621953.510583 + Penalty 3537.309511 = -4618416.201072
  nChanged 916
		SP:Iteration 18Q (66370.060000 sec): 3 clusters
  Score: Raw -4622385.551585 + Penalty 3537.309511 = -4618848.242074
  nChanged 892
		SP:Iteration 19Q (66370.520000 sec): 3 clusters
  Score: Raw -4622837.925961 + Penalty 3537.309511 = -4619300.616450
  nChanged 882
		SP:Iteration 20F (66371.020000 sec): 3 clusters
  Score: Raw -4623298.381407 + Penalty 3537.309511 = -4619761.071897
  nChanged 834
		SP:Iteration 21Q (66371.450000 sec): 3 clusters
  Score: Raw -4623758.181322 + Penalty 3537.309511 = -4620220.871811
  nChanged 716
		SP:Iteration 22Q (66371.900000 sec): 3 clusters
  Score: Raw -4624134.450795 + Penalty 3537.309511 = -4620597.141284
  nChanged 559
		SP:Iteration 23Q (66372.370000 sec): 3 clusters
  Score: Raw -4624405.058272 + Penalty 3537.309511 = -4620867.748761
  nChanged 442
		SP:Iteration 24Q (66372.840000 sec): 3 clusters
  Score: Raw -4624611.232253 + Penalty 3537.309511 = -4621073.922742
  nChanged 359
		SP:Iteration 25Q (66373.390000 sec): 3 clusters
  Score: Raw -4624771.224736 + Penalty 3537.309511 = -4621233.915225
  nChanged 288
		SP:Iteration 26Q (66373.850000 sec): 3 clusters
  Score: Raw -4624881.623137 + Penalty 3537.309511 = -4621344.313626
  nChanged 202
		SP:Iteration 27Q (66374.380000 sec): 3 clusters
  Score: Raw -4624959.208184 + Penalty 3537.309511 = -4621421.898674
  nChanged 179
		SP:Iteration 28Q (66374.880000 sec): 3 clusters
  Score: Raw -4625030.384815 + Penalty 3537.309511 = -4621493.075304
  nChanged 153
		SP:Iteration 29Q (66375.350000 sec): 3 clusters
  Score: Raw -4625089.264641 + Penalty 3537.309511 = -4621551.955130
  nChanged 125
		SP:Iteration 30Q (66375.840000 sec): 3 clusters
  Score: Raw -4625138.229707 + Penalty 3537.309511 = -4621600.920196
  nChanged 102
		SP:Iteration 31Q (66376.300000 sec): 3 clusters
  Score: Raw -4625174.097802 + Penalty 3537.309511 = -4621636.788291
  nChanged 88
		SP:Iteration 32Q (66376.760000 sec): 3 clusters
  Score: Raw -4625204.420231 + Penalty 3537.309511 = -4621667.110720
  nChanged 82
		SP:Iteration 33Q (66377.240000 sec): 3 clusters
  Score: Raw -4625234.321358 + Penalty 3537.309511 = -4621697.011847
  nChanged 64
		SP:Iteration 34Q (66377.670000 sec): 3 clusters
  Score: Raw -4625253.794957 + Penalty 3537.309511 = -4621716.485446
  nChanged 39
		SP:Iteration 35Q (66378.100000 sec): 3 clusters
  Score: Raw -4625264.748385 + Penalty 3537.309511 = -4621727.438874
  nChanged 36
		SP:Iteration 36Q (66378.600000 sec): 3 clusters
  Score: Raw -4625275.327274 + Penalty 3537.309511 = -4621738.017763
  nChanged 36
		SP:Iteration 37Q (66379.060000 sec): 3 clusters
  Score: Raw -4625285.474661 + Penalty 3537.309511 = -4621748.165150
  nChanged 32
		SP:Iteration 38Q (66379.520000 sec): 3 clusters
  Score: Raw -4625296.995493 + Penalty 3537.309511 = -4621759.685982
  nChanged 43
		SP:Iteration 39Q (66380.090000 sec): 3 clusters
  Score: Raw -4625312.163370 + Penalty 3537.309511 = -4621774.853859
  nChanged 26
		SP:Iteration 40F (66380.600000 sec): 3 clusters
  Score: Raw -4625320.572646 + Penalty 3537.309511 = -4621783.263135
  nChanged 28
		SP:Iteration 41Q (66381.050000 sec): 3 clusters
  Score: Raw -4625331.753866 + Penalty 3537.309511 = -4621794.444355
  nChanged 27
		SP:Iteration 42Q (66381.450000 sec): 3 clusters
  Score: Raw -4625342.176510 + Penalty 3537.309511 = -4621804.866999
  nChanged 26
		SP:Iteration 43Q (66381.970000 sec): 3 clusters
  Score: Raw -4625350.816172 + Penalty 3537.309511 = -4621813.506661
  nChanged 21
		SP:Iteration 44Q (66382.390000 sec): 3 clusters
  Score: Raw -4625358.783222 + Penalty 3537.309511 = -4621821.473711
  nChanged 18
		SP:Iteration 45Q (66382.870000 sec): 3 clusters
  Score: Raw -4625367.471930 + Penalty 3537.309511 = -4621830.162419
  nChanged 19
		SP:Iteration 46Q (66383.300000 sec): 3 clusters
  Score: Raw -4625375.516680 + Penalty 3537.309511 = -4621838.207170
  nChanged 18
		SP:Iteration 47Q (66383.860000 sec): 3 clusters
  Score: Raw -4625381.914476 + Penalty 3537.309511 = -4621844.604965
  nChanged 9
		SP:Iteration 48Q (66384.340000 sec): 3 clusters
  Score: Raw -4625385.188800 + Penalty 3537.309511 = -4621847.879289
  nChanged 10
		SP:Iteration 49Q (66384.790000 sec): 3 clusters
  Score: Raw -4625387.913864 + Penalty 3537.309511 = -4621850.604353
  nChanged 7
		SP:Iteration 50Q (66385.250000 sec): 3 clusters
  Score: Raw -4625390.509549 + Penalty 3537.309511 = -4621853.200038
  nChanged 9
		SP:Iteration 51Q (66385.740000 sec): 3 clusters
  Score: Raw -4625393.533229 + Penalty 3537.309511 = -4621856.223718
  nChanged 7
		SP:Iteration 52Q (66386.230000 sec): 3 clusters
  Score: Raw -4625396.383348 + Penalty 3537.309511 = -4621859.073837
  nChanged 5
		SP:Iteration 53Q (66386.700000 sec): 3 clusters
  Score: Raw -4625398.157078 + Penalty 3537.309511 = -4621860.847568
  nChanged 6
		SP:Iteration 54Q (66387.180000 sec): 3 clusters
  Score: Raw -4625400.036197 + Penalty 3537.309511 = -4621862.726687
  nChanged 8
		SP:Iteration 55Q (66387.600000 sec): 3 clusters
  Score: Raw -4625402.819213 + Penalty 3537.309511 = -4621865.509702
  nChanged 3
		SP:Iteration 56Q (66388.020000 sec): 3 clusters
  Score: Raw -4625403.339269 + Penalty 3537.309511 = -4621866.029758
  nChanged 3
		SP:Iteration 57Q (66388.450000 sec): 3 clusters
  Score: Raw -4625405.436279 + Penalty 3537.309511 = -4621868.126768
  nChanged 5
		SP:Iteration 58Q (66388.890000 sec): 3 clusters
  Score: Raw -4625407.197968 + Penalty 3537.309511 = -4621869.888457
  nChanged 4
		SP:Iteration 59Q (66389.370000 sec): 3 clusters
  Score: Raw -4625409.012692 + Penalty 3537.309511 = -4621871.703181
  nChanged 5
		SP:Iteration 60F (66389.870000 sec): 3 clusters
  Score: Raw -4625411.238666 + Penalty 3537.309511 = -4621873.929155
  nChanged 6
		SP:Iteration 61Q (66390.420000 sec): 3 clusters
  Score: Raw -4625413.550593 + Penalty 3537.309511 = -4621876.241082
  nChanged 5
		SP:Iteration 62Q (66390.880000 sec): 3 clusters
  Score: Raw -4625415.264727 + Penalty 3537.309511 = -4621877.955216
  nChanged 7
		SP:Iteration 63Q (66391.360000 sec): 3 clusters
  Score: Raw -4625417.482993 + Penalty 3537.309511 = -4621880.173482
  nChanged 6
		SP:Iteration 64Q (66391.870000 sec): 3 clusters
  Score: Raw -4625420.701688 + Penalty 3537.309511 = -4621883.392177
  nChanged 11
		SP:Iteration 65Q (66392.420000 sec): 3 clusters
  Score: Raw -4625425.652769 + Penalty 3537.309511 = -4621888.343258
  nChanged 8
		SP:Iteration 66Q (66392.930000 sec): 3 clusters
  Score: Raw -4625428.116177 + Penalty 3537.309511 = -4621890.806666
  nChanged 8
		SP:Iteration 67Q (66393.360000 sec): 3 clusters
  Score: Raw -4625430.808144 + Penalty 3537.309511 = -4621893.498634
  nChanged 5
		SP:Iteration 68Q (66393.790000 sec): 3 clusters
  Score: Raw -4625432.110975 + Penalty 3537.309511 = -4621894.801464
  nChanged 4
		SP:Iteration 69Q (66394.190000 sec): 3 clusters
  Score: Raw -4625433.515178 + Penalty 3537.309511 = -4621896.205667
  nChanged 6
		SP:Iteration 70Q (66394.670000 sec): 3 clusters
  Score: Raw -4625435.363921 + Penalty 3537.309511 = -4621898.054410
  nChanged 6
		SP:Iteration 71Q (66395.060000 sec): 3 clusters
  Score: Raw -4625436.890502 + Penalty 3537.309511 = -4621899.580991
  nChanged 4
		SP:Iteration 72Q (66395.470000 sec): 3 clusters
  Score: Raw -4625437.808078 + Penalty 3537.309511 = -4621900.498567
  nChanged 2
		SP:Iteration 73Q (66395.950000 sec): 3 clusters
  Score: Raw -4625438.558300 + Penalty 3537.309511 = -4621901.248789
  nChanged 0
		SP:Iteration 74F (66396.380000 sec): 3 clusters
  Score: Raw -4625438.558300 + Penalty 3537.309511 = -4621901.248789
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 27 (148108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66397.100000 sec): 2 clusters
  Score: Raw -12675283.479358 + Penalty 1934.675765 = -12673348.803593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66398.120000 sec): 3 clusters
  Score: Raw -12577685.616370 + Penalty 3869.351530 = -12573816.264839
  nChanged 71431
		SP:Iteration 1F (66399.140000 sec): 3 clusters
  Score: Raw -12619270.343340 + Penalty 3869.351530 = -12615400.991809
  nChanged 4418
		SP:Iteration 2Q (66400.260000 sec): 3 clusters
  Score: Raw -12620219.736465 + Penalty 3869.351530 = -12616350.384935
  nChanged 4546
		SP:Iteration 3Q (66401.300000 sec): 3 clusters
  Score: Raw -12621339.942833 + Penalty 3869.351530 = -12617470.591302
  nChanged 5000
		SP:Iteration 4Q (66402.300000 sec): 3 clusters
  Score: Raw -12622832.999880 + Penalty 3869.351530 = -12618963.648350
  nChanged 5806
		SP:Iteration 5Q (66403.430000 sec): 3 clusters
  Score: Raw -12624884.820456 + Penalty 3869.351530 = -12621015.468926
  nChanged 6759
		SP:Iteration 6Q (66404.570000 sec): 3 clusters
  Score: Raw -12627884.846896 + Penalty 3869.351530 = -12624015.495366
  nChanged 7891
		SP:Iteration 7F (66405.480000 sec): 3 clusters
  Score: Raw -12632379.048101 + Penalty 3869.351530 = -12628509.696571
  nChanged 8949
		SP:Iteration 8F (66406.420000 sec): 3 clusters
  Score: Raw -12638782.030184 + Penalty 3869.351530 = -12634912.678654
  nChanged 9248
		SP:Iteration 9F (66407.420000 sec): 3 clusters
  Score: Raw -12646309.438263 + Penalty 3869.351530 = -12642440.086733
  nChanged 8128
		SP:Iteration 10F (66408.460000 sec): 3 clusters
  Score: Raw -12652666.812868 + Penalty 3869.351530 = -12648797.461338
  nChanged 6228
		SP:Iteration 11Q (66409.480000 sec): 3 clusters
  Score: Raw -12656783.818665 + Penalty 3869.351530 = -12652914.467135
  nChanged 4559
		SP:Iteration 12Q (66410.500000 sec): 3 clusters
  Score: Raw -12659357.459740 + Penalty 3869.351530 = -12655488.108210
  nChanged 3773
		SP:Iteration 13Q (66411.500000 sec): 3 clusters
  Score: Raw -12661374.779030 + Penalty 3869.351530 = -12657505.427500
  nChanged 3407
		SP:Iteration 14Q (66412.630000 sec): 3 clusters
  Score: Raw -12663244.413881 + Penalty 3869.351530 = -12659375.062350
  nChanged 3391
		SP:Iteration 15Q (66413.660000 sec): 3 clusters
  Score: Raw -12665265.966957 + Penalty 3869.351530 = -12661396.615427
  nChanged 3137
		SP:Iteration 16Q (66414.740000 sec): 3 clusters
  Score: Raw -12667232.140065 + Penalty 3869.351530 = -12663362.788535
  nChanged 2727
		SP:Iteration 17Q (66415.740000 sec): 3 clusters
  Score: Raw -12668988.313363 + Penalty 3869.351530 = -12665118.961832
  nChanged 2344
		SP:Iteration 18Q (66416.710000 sec): 3 clusters
  Score: Raw -12670583.302391 + Penalty 3869.351530 = -12666713.950861
  nChanged 1985
		SP:Iteration 19Q (66417.700000 sec): 3 clusters
  Score: Raw -12671972.613196 + Penalty 3869.351530 = -12668103.261666
  nChanged 1547
		SP:Iteration 20F (66418.820000 sec): 3 clusters
  Score: Raw -12673063.943335 + Penalty 3869.351530 = -12669194.591804
  nChanged 1178
		SP:Iteration 21Q (66419.820000 sec): 3 clusters
  Score: Raw -12673892.283460 + Penalty 3869.351530 = -12670022.931930
  nChanged 837
		SP:Iteration 22Q (66420.810000 sec): 3 clusters
  Score: Raw -12674478.797519 + Penalty 3869.351530 = -12670609.445989
  nChanged 552
		SP:Iteration 23Q (66421.810000 sec): 3 clusters
  Score: Raw -12674849.242176 + Penalty 3869.351530 = -12670979.890646
  nChanged 343
		SP:Iteration 24Q (66422.780000 sec): 3 clusters
  Score: Raw -12675083.338245 + Penalty 3869.351530 = -12671213.986715
  nChanged 228
		SP:Iteration 25Q (66423.700000 sec): 3 clusters
  Score: Raw -12675237.497915 + Penalty 3869.351530 = -12671368.146385
  nChanged 140
		SP:Iteration 26Q (66424.640000 sec): 3 clusters
  Score: Raw -12675334.449633 + Penalty 3869.351530 = -12671465.098102
  nChanged 80
		SP:Iteration 27Q (66425.650000 sec): 3 clusters
  Score: Raw -12675391.967538 + Penalty 3869.351530 = -12671522.616008
  nChanged 56
		SP:Iteration 28Q (66426.570000 sec): 3 clusters
  Score: Raw -12675428.701545 + Penalty 3869.351530 = -12671559.350014
  nChanged 34
		SP:Iteration 29Q (66427.630000 sec): 3 clusters
  Score: Raw -12675454.713914 + Penalty 3869.351530 = -12671585.362384
  nChanged 30
		SP:Iteration 30Q (66428.700000 sec): 3 clusters
  Score: Raw -12675473.730333 + Penalty 3869.351530 = -12671604.378803
  nChanged 21
		SP:Iteration 31Q (66429.670000 sec): 3 clusters
  Score: Raw -12675486.446533 + Penalty 3869.351530 = -12671617.095002
  nChanged 20
		SP:Iteration 32Q (66430.690000 sec): 3 clusters
  Score: Raw -12675499.500884 + Penalty 3869.351530 = -12671630.149354
  nChanged 17
		SP:Iteration 33Q (66431.680000 sec): 3 clusters
  Score: Raw -12675512.347198 + Penalty 3869.351530 = -12671642.995668
  nChanged 17
		SP:Iteration 34Q (66432.750000 sec): 3 clusters
  Score: Raw -12675526.589122 + Penalty 3869.351530 = -12671657.237592
  nChanged 14
		SP:Iteration 35Q (66433.790000 sec): 3 clusters
  Score: Raw -12675536.131770 + Penalty 3869.351530 = -12671666.780240
  nChanged 12
		SP:Iteration 36Q (66434.780000 sec): 3 clusters
  Score: Raw -12675546.906707 + Penalty 3869.351530 = -12671677.555177
  nChanged 11
		SP:Iteration 37Q (66435.730000 sec): 3 clusters
  Score: Raw -12675556.148432 + Penalty 3869.351530 = -12671686.796902
  nChanged 14
		SP:Iteration 38Q (66436.730000 sec): 3 clusters
  Score: Raw -12675564.601781 + Penalty 3869.351530 = -12671695.250251
  nChanged 8
		SP:Iteration 39Q (66437.630000 sec): 3 clusters
  Score: Raw -12675571.716150 + Penalty 3869.351530 = -12671702.364620
  nChanged 6
		SP:Iteration 40F (66438.590000 sec): 3 clusters
  Score: Raw -12675575.299659 + Penalty 3869.351530 = -12671705.948129
  nChanged 7
		SP:Iteration 41Q (66439.630000 sec): 3 clusters
  Score: Raw -12675579.161284 + Penalty 3869.351530 = -12671709.809753
  nChanged 5
		SP:Iteration 42Q (66440.650000 sec): 3 clusters
  Score: Raw -12675582.015179 + Penalty 3869.351530 = -12671712.663649
  nChanged 4
		SP:Iteration 43Q (66441.610000 sec): 3 clusters
  Score: Raw -12675585.489257 + Penalty 3869.351530 = -12671716.137726
  nChanged 4
		SP:Iteration 44Q (66442.510000 sec): 3 clusters
  Score: Raw -12675587.026424 + Penalty 3869.351530 = -12671717.674894
  nChanged 2
		SP:Iteration 45Q (66443.410000 sec): 3 clusters
  Score: Raw -12675587.948232 + Penalty 3869.351530 = -12671718.596702
  nChanged 2
		SP:Iteration 46Q (66444.340000 sec): 3 clusters
  Score: Raw -12675589.221001 + Penalty 3869.351530 = -12671719.869471
  nChanged 1
		SP:Iteration 47Q (66445.320000 sec): 3 clusters
  Score: Raw -12675590.205148 + Penalty 3869.351530 = -12671720.853618
  nChanged 4
		SP:Iteration 48Q (66446.300000 sec): 3 clusters
  Score: Raw -12675594.401566 + Penalty 3869.351530 = -12671725.050035
  nChanged 1
		SP:Iteration 49Q (66447.240000 sec): 3 clusters
  Score: Raw -12675594.890339 + Penalty 3869.351530 = -12671725.538808
  nChanged 1
		SP:Iteration 50Q (66448.200000 sec): 3 clusters
  Score: Raw -12675595.387768 + Penalty 3869.351530 = -12671726.036238
  nChanged 0
		SP:Iteration 51F (66449.220000 sec): 3 clusters
  Score: Raw -12675595.387768 + Penalty 3869.351530 = -12671726.036238
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 28 (6263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66449.430000 sec): 2 clusters
  Score: Raw -522922.251956 + Penalty 1420.642370 = -521501.609587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66449.600000 sec): 3 clusters
  Score: Raw -519627.415302 + Penalty 2841.284739 = -516786.130563
  nChanged 2586
		SP:Iteration 1F (66449.760000 sec): 3 clusters
  Score: Raw -521186.755118 + Penalty 2841.284739 = -518345.470379
  nChanged 576
		SP:Iteration 2F (66449.910000 sec): 3 clusters
  Score: Raw -521650.564055 + Penalty 2841.284739 = -518809.279316
  nChanged 552
		SP:Iteration 3F (66450.060000 sec): 3 clusters
  Score: Raw -522116.307658 + Penalty 2841.284739 = -519275.022918
  nChanged 455
		SP:Iteration 4F (66450.210000 sec): 3 clusters
  Score: Raw -522493.272825 + Penalty 2841.284739 = -519651.988086
  nChanged 384
		SP:Iteration 5F (66450.390000 sec): 3 clusters
  Score: Raw -522767.537913 + Penalty 2841.284739 = -519926.253173
  nChanged 267
		SP:Iteration 6Q (66450.540000 sec): 3 clusters
  Score: Raw -522923.714782 + Penalty 2841.284739 = -520082.430043
  nChanged 188
		SP:Iteration 7Q (66450.690000 sec): 3 clusters
  Score: Raw -523013.537030 + Penalty 2841.284739 = -520172.252291
  nChanged 147
		SP:Iteration 8Q (66450.860000 sec): 3 clusters
  Score: Raw -523072.854140 + Penalty 2841.284739 = -520231.569401
  nChanged 101
		SP:Iteration 9Q (66451.060000 sec): 3 clusters
  Score: Raw -523112.217283 + Penalty 2841.284739 = -520270.932543
  nChanged 65
		SP:Iteration 10Q (66451.250000 sec): 3 clusters
  Score: Raw -523135.186416 + Penalty 2841.284739 = -520293.901677
  nChanged 52
		SP:Iteration 11Q (66451.450000 sec): 3 clusters
  Score: Raw -523151.164590 + Penalty 2841.284739 = -520309.879851
  nChanged 37
		SP:Iteration 12Q (66451.620000 sec): 3 clusters
  Score: Raw -523160.600682 + Penalty 2841.284739 = -520319.315943
  nChanged 17
		SP:Iteration 13Q (66451.760000 sec): 3 clusters
  Score: Raw -523163.971763 + Penalty 2841.284739 = -520322.687024
  nChanged 7
		SP:Iteration 14Q (66451.960000 sec): 3 clusters
  Score: Raw -523165.493339 + Penalty 2841.284739 = -520324.208600
  nChanged 7
		SP:Iteration 15Q (66452.150000 sec): 3 clusters
  Score: Raw -523167.164633 + Penalty 2841.284739 = -520325.879894
  nChanged 9
		SP:Iteration 16Q (66452.320000 sec): 3 clusters
  Score: Raw -523168.610005 + Penalty 2841.284739 = -520327.325266
  nChanged 3
		SP:Iteration 17Q (66452.500000 sec): 3 clusters
  Score: Raw -523169.366647 + Penalty 2841.284739 = -520328.081907
  nChanged 3
		SP:Iteration 18Q (66452.640000 sec): 3 clusters
  Score: Raw -523169.809632 + Penalty 2841.284739 = -520328.524893
  nChanged 0
		SP:Iteration 19F (66452.880000 sec): 3 clusters
  Score: Raw -523169.809632 + Penalty 2841.284739 = -520328.524893
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 29 (3607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66452.950000 sec): 2 clusters
  Score: Raw -282364.988742 + Penalty 1330.977648 = -281034.011094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66453.130000 sec): 3 clusters
  Score: Raw -280659.470373 + Penalty 2661.955296 = -277997.515077
  nChanged 1412
		SP:Iteration 1F (66453.290000 sec): 3 clusters
  Score: Raw -281718.084406 + Penalty 2661.955296 = -279056.129110
  nChanged 380
		SP:Iteration 2F (66453.450000 sec): 3 clusters
  Score: Raw -282112.204952 + Penalty 2661.955296 = -279450.249656
  nChanged 272
		SP:Iteration 3F (66453.660000 sec): 3 clusters
  Score: Raw -282347.131935 + Penalty 2661.955296 = -279685.176639
  nChanged 191
		SP:Iteration 4F (66453.780000 sec): 3 clusters
  Score: Raw -282511.468425 + Penalty 2661.955296 = -279849.513128
  nChanged 153
		SP:Iteration 5Q (66453.920000 sec): 3 clusters
  Score: Raw -282652.199605 + Penalty 2661.955296 = -279990.244308
  nChanged 134
		SP:Iteration 6Q (66454.100000 sec): 3 clusters
  Score: Raw -282740.276482 + Penalty 2661.955296 = -280078.321186
  nChanged 94
		SP:Iteration 7Q (66454.260000 sec): 3 clusters
  Score: Raw -282808.474900 + Penalty 2661.955296 = -280146.519603
  nChanged 85
		SP:Iteration 8Q (66454.410000 sec): 3 clusters
  Score: Raw -282864.024912 + Penalty 2661.955296 = -280202.069616
  nChanged 57
		SP:Iteration 9Q (66454.590000 sec): 3 clusters
  Score: Raw -282901.855184 + Penalty 2661.955296 = -280239.899888
  nChanged 40
		SP:Iteration 10Q (66454.750000 sec): 3 clusters
  Score: Raw -282924.921134 + Penalty 2661.955296 = -280262.965837
  nChanged 44
		SP:Iteration 11Q (66454.900000 sec): 3 clusters
  Score: Raw -282949.268411 + Penalty 2661.955296 = -280287.313115
  nChanged 35
		SP:Iteration 12Q (66455.060000 sec): 3 clusters
  Score: Raw -282967.117733 + Penalty 2661.955296 = -280305.162436
  nChanged 34
		SP:Iteration 13Q (66455.220000 sec): 3 clusters
  Score: Raw -282980.927965 + Penalty 2661.955296 = -280318.972669
  nChanged 31
		SP:Iteration 14Q (66455.420000 sec): 3 clusters
  Score: Raw -282992.373021 + Penalty 2661.955296 = -280330.417724
  nChanged 25
		SP:Iteration 15Q (66455.570000 sec): 3 clusters
  Score: Raw -283005.392605 + Penalty 2661.955296 = -280343.437309
  nChanged 17
		SP:Iteration 16Q (66455.760000 sec): 3 clusters
  Score: Raw -283011.490750 + Penalty 2661.955296 = -280349.535453
  nChanged 16
		SP:Iteration 17Q (66455.920000 sec): 3 clusters
  Score: Raw -283018.374345 + Penalty 2661.955296 = -280356.419049
  nChanged 25
		SP:Iteration 18Q (66456.080000 sec): 3 clusters
  Score: Raw -283032.765378 + Penalty 2661.955296 = -280370.810082
  nChanged 22
		SP:Iteration 19Q (66456.220000 sec): 3 clusters
  Score: Raw -283052.726476 + Penalty 2661.955296 = -280390.771180
  nChanged 26
		SP:Iteration 20F (66456.400000 sec): 3 clusters
  Score: Raw -283064.507538 + Penalty 2661.955296 = -280402.552242
  nChanged 13
		SP:Iteration 21Q (66456.500000 sec): 3 clusters
  Score: Raw -283068.702633 + Penalty 2661.955296 = -280406.747336
  nChanged 6
		SP:Iteration 22Q (66456.660000 sec): 3 clusters
  Score: Raw -283070.599723 + Penalty 2661.955296 = -280408.644427
  nChanged 8
		SP:Iteration 23Q (66456.820000 sec): 3 clusters
  Score: Raw -283073.639543 + Penalty 2661.955296 = -280411.684247
  nChanged 5
		SP:Iteration 24Q (66456.980000 sec): 3 clusters
  Score: Raw -283075.785424 + Penalty 2661.955296 = -280413.830127
  nChanged 11
		SP:Iteration 25Q (66457.180000 sec): 3 clusters
  Score: Raw -283077.790172 + Penalty 2661.955296 = -280415.834876
  nChanged 7
		SP:Iteration 26Q (66457.340000 sec): 3 clusters
  Score: Raw -283080.708601 + Penalty 2661.955296 = -280418.753304
  nChanged 10
		SP:Iteration 27Q (66457.500000 sec): 3 clusters
  Score: Raw -283083.516406 + Penalty 2661.955296 = -280421.561109
  nChanged 8
		SP:Iteration 28Q (66457.660000 sec): 3 clusters
  Score: Raw -283085.198117 + Penalty 2661.955296 = -280423.242820
  nChanged 6
		SP:Iteration 29Q (66457.820000 sec): 3 clusters
  Score: Raw -283086.464216 + Penalty 2661.955296 = -280424.508919
  nChanged 6
		SP:Iteration 30Q (66457.970000 sec): 3 clusters
  Score: Raw -283087.725168 + Penalty 2661.955296 = -280425.769872
  nChanged 5
		SP:Iteration 31Q (66458.140000 sec): 3 clusters
  Score: Raw -283089.184735 + Penalty 2661.955296 = -280427.229439
  nChanged 8
		SP:Iteration 32Q (66458.290000 sec): 3 clusters
  Score: Raw -283091.142496 + Penalty 2661.955296 = -280429.187199
  nChanged 10
		SP:Iteration 33Q (66458.450000 sec): 3 clusters
  Score: Raw -283095.586548 + Penalty 2661.955296 = -280433.631251
  nChanged 11
		SP:Iteration 34Q (66458.610000 sec): 3 clusters
  Score: Raw -283098.688775 + Penalty 2661.955296 = -280436.733479
  nChanged 9
		SP:Iteration 35Q (66458.820000 sec): 3 clusters
  Score: Raw -283101.070429 + Penalty 2661.955296 = -280439.115133
  nChanged 7
		SP:Iteration 36Q (66458.980000 sec): 3 clusters
  Score: Raw -283103.194554 + Penalty 2661.955296 = -280441.239258
  nChanged 6
		SP:Iteration 37Q (66459.150000 sec): 3 clusters
  Score: Raw -283104.555881 + Penalty 2661.955296 = -280442.600585
  nChanged 3
		SP:Iteration 38Q (66459.290000 sec): 3 clusters
  Score: Raw -283105.539385 + Penalty 2661.955296 = -280443.584088
  nChanged 2
		SP:Iteration 39Q (66459.440000 sec): 3 clusters
  Score: Raw -283105.765605 + Penalty 2661.955296 = -280443.810309
  nChanged 0
		SP:Iteration 40F (66459.580000 sec): 3 clusters
  Score: Raw -283105.765605 + Penalty 2661.955296 = -280443.810309
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 30 (3884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66459.700000 sec): 2 clusters
  Score: Raw -333514.138741 + Penalty 1343.000885 = -332171.137856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66459.910000 sec): 3 clusters
  Score: Raw -331615.986593 + Penalty 2686.001770 = -328929.984824
  nChanged 1528
		SP:Iteration 1F (66460.030000 sec): 3 clusters
  Score: Raw -332516.076916 + Penalty 2686.001770 = -329830.075147
  nChanged 273
		SP:Iteration 2F (66460.150000 sec): 3 clusters
  Score: Raw -332655.093560 + Penalty 2686.001770 = -329969.091790
  nChanged 174
		SP:Iteration 3Q (66460.280000 sec): 3 clusters
  Score: Raw -332737.543864 + Penalty 2686.001770 = -330051.542094
  nChanged 130
		SP:Iteration 4Q (66460.410000 sec): 3 clusters
  Score: Raw -332794.204377 + Penalty 2686.001770 = -330108.202608
  nChanged 110
		SP:Iteration 5Q (66460.540000 sec): 3 clusters
  Score: Raw -332845.862650 + Penalty 2686.001770 = -330159.860881
  nChanged 84
		SP:Iteration 6Q (66460.710000 sec): 3 clusters
  Score: Raw -332882.762665 + Penalty 2686.001770 = -330196.760895
  nChanged 93
		SP:Iteration 7Q (66460.860000 sec): 3 clusters
  Score: Raw -332922.926780 + Penalty 2686.001770 = -330236.925010
  nChanged 79
		SP:Iteration 8Q (66460.990000 sec): 3 clusters
  Score: Raw -332959.505748 + Penalty 2686.001770 = -330273.503978
  nChanged 80
		SP:Iteration 9Q (66461.160000 sec): 3 clusters
  Score: Raw -332997.388076 + Penalty 2686.001770 = -330311.386306
  nChanged 88
		SP:Iteration 10Q (66461.320000 sec): 3 clusters
  Score: Raw -333036.582313 + Penalty 2686.001770 = -330350.580543
  nChanged 85
		SP:Iteration 11Q (66461.470000 sec): 3 clusters
  Score: Raw -333075.628501 + Penalty 2686.001770 = -330389.626732
  nChanged 80
		SP:Iteration 12Q (66461.640000 sec): 3 clusters
  Score: Raw -333114.827194 + Penalty 2686.001770 = -330428.825425
  nChanged 67
		SP:Iteration 13Q (66461.830000 sec): 3 clusters
  Score: Raw -333146.036903 + Penalty 2686.001770 = -330460.035134
  nChanged 69
		SP:Iteration 14Q (66462.010000 sec): 3 clusters
  Score: Raw -333176.472625 + Penalty 2686.001770 = -330490.470855
  nChanged 71
		SP:Iteration 15Q (66462.160000 sec): 3 clusters
  Score: Raw -333206.909693 + Penalty 2686.001770 = -330520.907923
  nChanged 60
		SP:Iteration 16Q (66462.320000 sec): 3 clusters
  Score: Raw -333232.892000 + Penalty 2686.001770 = -330546.890231
  nChanged 71
		SP:Iteration 17Q (66462.500000 sec): 3 clusters
  Score: Raw -333267.531635 + Penalty 2686.001770 = -330581.529865
  nChanged 60
		SP:Iteration 18Q (66462.650000 sec): 3 clusters
  Score: Raw -333300.581015 + Penalty 2686.001770 = -330614.579246
  nChanged 58
		SP:Iteration 19Q (66462.770000 sec): 3 clusters
  Score: Raw -333329.594575 + Penalty 2686.001770 = -330643.592805
  nChanged 55
		SP:Iteration 20F (66462.930000 sec): 3 clusters
  Score: Raw -333358.282676 + Penalty 2686.001770 = -330672.280907
  nChanged 59
		SP:Iteration 21Q (66463.100000 sec): 3 clusters
  Score: Raw -333393.984002 + Penalty 2686.001770 = -330707.982233
  nChanged 59
		SP:Iteration 22Q (66463.290000 sec): 3 clusters
  Score: Raw -333429.131888 + Penalty 2686.001770 = -330743.130118
  nChanged 50
		SP:Iteration 23Q (66463.470000 sec): 3 clusters
  Score: Raw -333458.566098 + Penalty 2686.001770 = -330772.564328
  nChanged 51
		SP:Iteration 24Q (66463.620000 sec): 3 clusters
  Score: Raw -333484.987634 + Penalty 2686.001770 = -330798.985864
  nChanged 45
		SP:Iteration 25Q (66463.780000 sec): 3 clusters
  Score: Raw -333510.999569 + Penalty 2686.001770 = -330824.997800
  nChanged 36
		SP:Iteration 26Q (66463.940000 sec): 3 clusters
  Score: Raw -333535.866427 + Penalty 2686.001770 = -330849.864657
  nChanged 34
		SP:Iteration 27Q (66464.100000 sec): 3 clusters
  Score: Raw -333556.801003 + Penalty 2686.001770 = -330870.799234
  nChanged 37
		SP:Iteration 28Q (66464.290000 sec): 3 clusters
  Score: Raw -333581.312055 + Penalty 2686.001770 = -330895.310285
  nChanged 27
		SP:Iteration 29Q (66464.440000 sec): 3 clusters
  Score: Raw -333597.074422 + Penalty 2686.001770 = -330911.072653
  nChanged 19
		SP:Iteration 30Q (66464.610000 sec): 3 clusters
  Score: Raw -333607.882197 + Penalty 2686.001770 = -330921.880427
  nChanged 10
		SP:Iteration 31Q (66464.740000 sec): 3 clusters
  Score: Raw -333613.609261 + Penalty 2686.001770 = -330927.607492
  nChanged 12
		SP:Iteration 32Q (66464.880000 sec): 3 clusters
  Score: Raw -333620.527646 + Penalty 2686.001770 = -330934.525876
  nChanged 9
		SP:Iteration 33Q (66465.030000 sec): 3 clusters
  Score: Raw -333626.126687 + Penalty 2686.001770 = -330940.124917
  nChanged 11
		SP:Iteration 34Q (66465.210000 sec): 3 clusters
  Score: Raw -333635.350115 + Penalty 2686.001770 = -330949.348345
  nChanged 10
		SP:Iteration 35Q (66465.360000 sec): 3 clusters
  Score: Raw -333643.163109 + Penalty 2686.001770 = -330957.161339
  nChanged 16
		SP:Iteration 36Q (66465.520000 sec): 3 clusters
  Score: Raw -333657.171983 + Penalty 2686.001770 = -330971.170214
  nChanged 13
		SP:Iteration 37Q (66465.680000 sec): 3 clusters
  Score: Raw -333668.070626 + Penalty 2686.001770 = -330982.068856
  nChanged 13
		SP:Iteration 38Q (66465.880000 sec): 3 clusters
  Score: Raw -333677.189465 + Penalty 2686.001770 = -330991.187696
  nChanged 14
		SP:Iteration 39Q (66466.080000 sec): 3 clusters
  Score: Raw -333687.643578 + Penalty 2686.001770 = -331001.641809
  nChanged 10
		SP:Iteration 40F (66466.240000 sec): 3 clusters
  Score: Raw -333694.203911 + Penalty 2686.001770 = -331008.202142
  nChanged 8
		SP:Iteration 41Q (66466.400000 sec): 3 clusters
  Score: Raw -333700.695767 + Penalty 2686.001770 = -331014.693997
  nChanged 10
		SP:Iteration 42Q (66466.550000 sec): 3 clusters
  Score: Raw -333708.890999 + Penalty 2686.001770 = -331022.889229
  nChanged 7
		SP:Iteration 43Q (66466.760000 sec): 3 clusters
  Score: Raw -333716.248403 + Penalty 2686.001770 = -331030.246634
  nChanged 8
		SP:Iteration 44Q (66466.900000 sec): 3 clusters
  Score: Raw -333723.858145 + Penalty 2686.001770 = -331037.856375
  nChanged 7
		SP:Iteration 45Q (66467.040000 sec): 3 clusters
  Score: Raw -333729.253952 + Penalty 2686.001770 = -331043.252183
  nChanged 3
		SP:Iteration 46Q (66467.180000 sec): 3 clusters
  Score: Raw -333731.144588 + Penalty 2686.001770 = -331045.142819
  nChanged 1
		SP:Iteration 47Q (66467.330000 sec): 3 clusters
  Score: Raw -333732.002738 + Penalty 2686.001770 = -331046.000969
  nChanged 1
		SP:Iteration 48Q (66467.530000 sec): 3 clusters
  Score: Raw -333732.623954 + Penalty 2686.001770 = -331046.622185
  nChanged 0
		SP:Iteration 49F (66467.680000 sec): 3 clusters
  Score: Raw -333732.623954 + Penalty 2686.001770 = -331046.622185
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 31 (5880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66467.760000 sec): 2 clusters
  Score: Raw -465787.826007 + Penalty 1410.388207 = -464377.437800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66467.950000 sec): 3 clusters
  Score: Raw -462670.176795 + Penalty 2820.776413 = -459849.400382
  nChanged 2436
		SP:Iteration 1F (66468.130000 sec): 3 clusters
  Score: Raw -464031.817948 + Penalty 2820.776413 = -461211.041535
  nChanged 400
		SP:Iteration 2F (66468.290000 sec): 3 clusters
  Score: Raw -464227.536121 + Penalty 2820.776413 = -461406.759707
  nChanged 298
		SP:Iteration 3F (66468.470000 sec): 3 clusters
  Score: Raw -464365.467665 + Penalty 2820.776413 = -461544.691251
  nChanged 227
		SP:Iteration 4Q (66468.680000 sec): 3 clusters
  Score: Raw -464477.182902 + Penalty 2820.776413 = -461656.406488
  nChanged 217
		SP:Iteration 5Q (66468.870000 sec): 3 clusters
  Score: Raw -464591.005439 + Penalty 2820.776413 = -461770.229026
  nChanged 206
		SP:Iteration 6Q (66469.080000 sec): 3 clusters
  Score: Raw -464695.205311 + Penalty 2820.776413 = -461874.428897
  nChanged 199
		SP:Iteration 7Q (66469.220000 sec): 3 clusters
  Score: Raw -464804.340973 + Penalty 2820.776413 = -461983.564560
  nChanged 179
		SP:Iteration 8Q (66469.370000 sec): 3 clusters
  Score: Raw -464893.395484 + Penalty 2820.776413 = -462072.619071
  nChanged 152
		SP:Iteration 9Q (66469.520000 sec): 3 clusters
  Score: Raw -464971.706690 + Penalty 2820.776413 = -462150.930277
  nChanged 163
		SP:Iteration 10Q (66469.680000 sec): 3 clusters
  Score: Raw -465061.247238 + Penalty 2820.776413 = -462240.470825
  nChanged 177
		SP:Iteration 11Q (66469.880000 sec): 3 clusters
  Score: Raw -465155.215609 + Penalty 2820.776413 = -462334.439195
  nChanged 183
		SP:Iteration 12Q (66470.050000 sec): 3 clusters
  Score: Raw -465254.985662 + Penalty 2820.776413 = -462434.209249
  nChanged 174
		SP:Iteration 13Q (66470.250000 sec): 3 clusters
  Score: Raw -465341.443181 + Penalty 2820.776413 = -462520.666768
  nChanged 151
		SP:Iteration 14Q (66470.440000 sec): 3 clusters
  Score: Raw -465421.249142 + Penalty 2820.776413 = -462600.472729
  nChanged 143
		SP:Iteration 15Q (66470.630000 sec): 3 clusters
  Score: Raw -465501.099987 + Penalty 2820.776413 = -462680.323574
  nChanged 160
		SP:Iteration 16Q (66470.840000 sec): 3 clusters
  Score: Raw -465585.069398 + Penalty 2820.776413 = -462764.292985
  nChanged 148
		SP:Iteration 17Q (66471.000000 sec): 3 clusters
  Score: Raw -465669.813026 + Penalty 2820.776413 = -462849.036612
  nChanged 137
		SP:Iteration 18Q (66471.250000 sec): 3 clusters
  Score: Raw -465748.573160 + Penalty 2820.776413 = -462927.796746
  nChanged 131
		SP:Iteration 19Q (66471.390000 sec): 3 clusters
  Score: Raw -465829.154644 + Penalty 2820.776413 = -463008.378231
  nChanged 132
		SP:Iteration 20F (66471.530000 sec): 3 clusters
  Score: Raw -465911.070210 + Penalty 2820.776413 = -463090.293797
  nChanged 130
		SP:Iteration 21Q (66471.660000 sec): 3 clusters
  Score: Raw -465991.110372 + Penalty 2820.776413 = -463170.333958
  nChanged 125
		SP:Iteration 22Q (66471.800000 sec): 3 clusters
  Score: Raw -466062.624184 + Penalty 2820.776413 = -463241.847771
  nChanged 92
		SP:Iteration 23Q (66471.980000 sec): 3 clusters
  Score: Raw -466104.177450 + Penalty 2820.776413 = -463283.401037
  nChanged 80
		SP:Iteration 24Q (66472.110000 sec): 3 clusters
  Score: Raw -466138.397044 + Penalty 2820.776413 = -463317.620631
  nChanged 58
		SP:Iteration 25Q (66472.260000 sec): 3 clusters
  Score: Raw -466157.927058 + Penalty 2820.776413 = -463337.150645
  nChanged 49
		SP:Iteration 26Q (66472.430000 sec): 3 clusters
  Score: Raw -466175.831597 + Penalty 2820.776413 = -463355.055184
  nChanged 49
		SP:Iteration 27Q (66472.590000 sec): 3 clusters
  Score: Raw -466194.836689 + Penalty 2820.776413 = -463374.060276
  nChanged 42
		SP:Iteration 28Q (66472.790000 sec): 3 clusters
  Score: Raw -466215.620885 + Penalty 2820.776413 = -463394.844472
  nChanged 38
		SP:Iteration 29Q (66472.960000 sec): 3 clusters
  Score: Raw -466229.354046 + Penalty 2820.776413 = -463408.577633
  nChanged 36
		SP:Iteration 30Q (66473.100000 sec): 3 clusters
  Score: Raw -466244.949337 + Penalty 2820.776413 = -463424.172924
  nChanged 46
		SP:Iteration 31Q (66473.280000 sec): 3 clusters
  Score: Raw -466264.694744 + Penalty 2820.776413 = -463443.918330
  nChanged 34
		SP:Iteration 32Q (66473.480000 sec): 3 clusters
  Score: Raw -466280.977891 + Penalty 2820.776413 = -463460.201477
  nChanged 43
		SP:Iteration 33Q (66473.670000 sec): 3 clusters
  Score: Raw -466298.454104 + Penalty 2820.776413 = -463477.677691
  nChanged 42
		SP:Iteration 34Q (66473.810000 sec): 3 clusters
  Score: Raw -466315.639232 + Penalty 2820.776413 = -463494.862819
  nChanged 34
		SP:Iteration 35Q (66473.980000 sec): 3 clusters
  Score: Raw -466327.912018 + Penalty 2820.776413 = -463507.135604
  nChanged 29
		SP:Iteration 36Q (66474.130000 sec): 3 clusters
  Score: Raw -466339.103730 + Penalty 2820.776413 = -463518.327316
  nChanged 37
		SP:Iteration 37Q (66474.310000 sec): 3 clusters
  Score: Raw -466351.024518 + Penalty 2820.776413 = -463530.248105
  nChanged 31
		SP:Iteration 38Q (66474.500000 sec): 3 clusters
  Score: Raw -466361.706707 + Penalty 2820.776413 = -463540.930294
  nChanged 35
		SP:Iteration 39Q (66474.690000 sec): 3 clusters
  Score: Raw -466372.780236 + Penalty 2820.776413 = -463552.003822
  nChanged 33
		SP:Iteration 40F (66474.870000 sec): 3 clusters
  Score: Raw -466384.231986 + Penalty 2820.776413 = -463563.455573
  nChanged 32
		SP:Iteration 41Q (66475.010000 sec): 3 clusters
  Score: Raw -466396.746163 + Penalty 2820.776413 = -463575.969750
  nChanged 31
		SP:Iteration 42Q (66475.150000 sec): 3 clusters
  Score: Raw -466405.585151 + Penalty 2820.776413 = -463584.808738
  nChanged 25
		SP:Iteration 43Q (66475.290000 sec): 3 clusters
  Score: Raw -466411.796940 + Penalty 2820.776413 = -463591.020527
  nChanged 20
		SP:Iteration 44Q (66475.510000 sec): 3 clusters
  Score: Raw -466418.126950 + Penalty 2820.776413 = -463597.350536
  nChanged 24
		SP:Iteration 45Q (66475.650000 sec): 3 clusters
  Score: Raw -466424.271998 + Penalty 2820.776413 = -463603.495584
  nChanged 22
		SP:Iteration 46Q (66475.840000 sec): 3 clusters
  Score: Raw -466429.039149 + Penalty 2820.776413 = -463608.262736
  nChanged 18
		SP:Iteration 47Q (66475.980000 sec): 3 clusters
  Score: Raw -466432.812524 + Penalty 2820.776413 = -463612.036111
  nChanged 16
		SP:Iteration 48Q (66476.130000 sec): 3 clusters
  Score: Raw -466436.338053 + Penalty 2820.776413 = -463615.561640
  nChanged 17
		SP:Iteration 49Q (66476.350000 sec): 3 clusters
  Score: Raw -466439.880101 + Penalty 2820.776413 = -463619.103687
  nChanged 15
		SP:Iteration 50Q (66476.520000 sec): 3 clusters
  Score: Raw -466443.698298 + Penalty 2820.776413 = -463622.921885
  nChanged 18
		SP:Iteration 51Q (66476.700000 sec): 3 clusters
  Score: Raw -466448.528264 + Penalty 2820.776413 = -463627.751851
  nChanged 18
		SP:Iteration 52Q (66476.840000 sec): 3 clusters
  Score: Raw -466452.191770 + Penalty 2820.776413 = -463631.415357
  nChanged 13
		SP:Iteration 53Q (66477.090000 sec): 3 clusters
  Score: Raw -466455.692336 + Penalty 2820.776413 = -463634.915922
  nChanged 22
		SP:Iteration 54Q (66477.250000 sec): 3 clusters
  Score: Raw -466462.536269 + Penalty 2820.776413 = -463641.759856
  nChanged 21
		SP:Iteration 55Q (66477.390000 sec): 3 clusters
  Score: Raw -466468.428794 + Penalty 2820.776413 = -463647.652381
  nChanged 13
		SP:Iteration 56Q (66477.600000 sec): 3 clusters
  Score: Raw -466471.037913 + Penalty 2820.776413 = -463650.261500
  nChanged 7
		SP:Iteration 57Q (66477.780000 sec): 3 clusters
  Score: Raw -466472.985451 + Penalty 2820.776413 = -463652.209038
  nChanged 4
		SP:Iteration 58Q (66477.920000 sec): 3 clusters
  Score: Raw -466473.534676 + Penalty 2820.776413 = -463652.758263
  nChanged 3
		SP:Iteration 59Q (66478.130000 sec): 3 clusters
  Score: Raw -466473.980184 + Penalty 2820.776413 = -463653.203771
  nChanged 1
		SP:Iteration 60F (66478.310000 sec): 3 clusters
  Score: Raw -466474.035829 + Penalty 2820.776413 = -463653.259416
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 32 (21634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66478.490000 sec): 2 clusters
  Score: Raw -1833203.754691 + Penalty 1622.078482 = -1831581.676208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66478.810000 sec): 3 clusters
  Score: Raw -1820071.907968 + Penalty 3244.156965 = -1816827.751003
  nChanged 9856
		SP:Iteration 1F (66479.040000 sec): 3 clusters
  Score: Raw -1825484.549604 + Penalty 3244.156965 = -1822240.392639
  nChanged 1070
		SP:Iteration 2Q (66479.380000 sec): 3 clusters
  Score: Raw -1825931.111547 + Penalty 3244.156965 = -1822686.954582
  nChanged 1197
		SP:Iteration 3F (66479.620000 sec): 3 clusters
  Score: Raw -1826554.040057 + Penalty 3244.156965 = -1823309.883092
  nChanged 1336
		SP:Iteration 4F (66479.920000 sec): 3 clusters
  Score: Raw -1827377.967283 + Penalty 3244.156965 = -1824133.810319
  nChanged 1509
		SP:Iteration 5F (66480.200000 sec): 3 clusters
  Score: Raw -1828519.921547 + Penalty 3244.156965 = -1825275.764582
  nChanged 1570
		SP:Iteration 6F (66480.510000 sec): 3 clusters
  Score: Raw -1829888.618360 + Penalty 3244.156965 = -1826644.461395
  nChanged 1500
		SP:Iteration 7F (66480.790000 sec): 3 clusters
  Score: Raw -1831307.271900 + Penalty 3244.156965 = -1828063.114935
  nChanged 1044
		SP:Iteration 8Q (66481.050000 sec): 3 clusters
  Score: Raw -1832309.904530 + Penalty 3244.156965 = -1829065.747566
  nChanged 600
		SP:Iteration 9Q (66481.330000 sec): 3 clusters
  Score: Raw -1832871.933954 + Penalty 3244.156965 = -1829627.776989
  nChanged 285
		SP:Iteration 10Q (66481.640000 sec): 3 clusters
  Score: Raw -1833137.311583 + Penalty 3244.156965 = -1829893.154619
  nChanged 136
		SP:Iteration 11Q (66481.880000 sec): 3 clusters
  Score: Raw -1833277.361132 + Penalty 3244.156965 = -1830033.204167
  nChanged 66
		SP:Iteration 12Q (66482.120000 sec): 3 clusters
  Score: Raw -1833353.027306 + Penalty 3244.156965 = -1830108.870341
  nChanged 29
		SP:Iteration 13Q (66482.400000 sec): 3 clusters
  Score: Raw -1833388.321467 + Penalty 3244.156965 = -1830144.164502
  nChanged 16
		SP:Iteration 14Q (66482.650000 sec): 3 clusters
  Score: Raw -1833415.194257 + Penalty 3244.156965 = -1830171.037293
  nChanged 13
		SP:Iteration 15Q (66482.910000 sec): 3 clusters
  Score: Raw -1833435.630550 + Penalty 3244.156965 = -1830191.473585
  nChanged 9
		SP:Iteration 16Q (66483.260000 sec): 3 clusters
  Score: Raw -1833449.189334 + Penalty 3244.156965 = -1830205.032369
  nChanged 6
		SP:Iteration 17Q (66483.460000 sec): 3 clusters
  Score: Raw -1833460.616416 + Penalty 3244.156965 = -1830216.459452
  nChanged 5
		SP:Iteration 18Q (66483.720000 sec): 3 clusters
  Score: Raw -1833466.577721 + Penalty 3244.156965 = -1830222.420756
  nChanged 2
		SP:Iteration 19Q (66484.040000 sec): 3 clusters
  Score: Raw -1833468.471805 + Penalty 3244.156965 = -1830224.314840
  nChanged 2
		SP:Iteration 20F (66484.290000 sec): 3 clusters
  Score: Raw -1833470.259505 + Penalty 3244.156965 = -1830226.102540
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 33 (3351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66484.380000 sec): 2 clusters
  Score: Raw -240788.905295 + Penalty 1319.014789 = -239469.890506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66484.540000 sec): 3 clusters
  Score: Raw -239223.615484 + Penalty 2638.029579 = -236585.585905
  nChanged 1323
		SP:Iteration 1F (66484.700000 sec): 3 clusters
  Score: Raw -240285.171783 + Penalty 2638.029579 = -237647.142204
  nChanged 307
		SP:Iteration 2F (66484.900000 sec): 3 clusters
  Score: Raw -240636.857859 + Penalty 2638.029579 = -237998.828281
  nChanged 273
		SP:Iteration 3F (66485.060000 sec): 3 clusters
  Score: Raw -240932.639799 + Penalty 2638.029579 = -238294.610221
  nChanged 220
		SP:Iteration 4F (66485.190000 sec): 3 clusters
  Score: Raw -241132.452133 + Penalty 2638.029579 = -238494.422555
  nChanged 169
		SP:Iteration 5F (66485.360000 sec): 3 clusters
  Score: Raw -241239.650123 + Penalty 2638.029579 = -238601.620544
  nChanged 106
		SP:Iteration 6Q (66485.560000 sec): 3 clusters
  Score: Raw -241300.774332 + Penalty 2638.029579 = -238662.744754
  nChanged 79
		SP:Iteration 7Q (66485.710000 sec): 3 clusters
  Score: Raw -241346.600984 + Penalty 2638.029579 = -238708.571405
  nChanged 56
		SP:Iteration 8Q (66485.850000 sec): 3 clusters
  Score: Raw -241371.179697 + Penalty 2638.029579 = -238733.150118
  nChanged 45
		SP:Iteration 9Q (66486.020000 sec): 3 clusters
  Score: Raw -241394.067744 + Penalty 2638.029579 = -238756.038165
  nChanged 34
		SP:Iteration 10Q (66486.200000 sec): 3 clusters
  Score: Raw -241409.231574 + Penalty 2638.029579 = -238771.201996
  nChanged 34
		SP:Iteration 11Q (66486.370000 sec): 3 clusters
  Score: Raw -241421.772002 + Penalty 2638.029579 = -238783.742423
  nChanged 33
		SP:Iteration 12Q (66486.510000 sec): 3 clusters
  Score: Raw -241431.773149 + Penalty 2638.029579 = -238793.743571
  nChanged 24
		SP:Iteration 13Q (66486.660000 sec): 3 clusters
  Score: Raw -241440.053496 + Penalty 2638.029579 = -238802.023917
  nChanged 18
		SP:Iteration 14Q (66486.820000 sec): 3 clusters
  Score: Raw -241445.618279 + Penalty 2638.029579 = -238807.588700
  nChanged 16
		SP:Iteration 15Q (66487.010000 sec): 3 clusters
  Score: Raw -241450.162119 + Penalty 2638.029579 = -238812.132540
  nChanged 15
		SP:Iteration 16Q (66487.150000 sec): 3 clusters
  Score: Raw -241455.370628 + Penalty 2638.029579 = -238817.341050
  nChanged 9
		SP:Iteration 17Q (66487.300000 sec): 3 clusters
  Score: Raw -241457.395843 + Penalty 2638.029579 = -238819.366264
  nChanged 6
		SP:Iteration 18Q (66487.460000 sec): 3 clusters
  Score: Raw -241459.208493 + Penalty 2638.029579 = -238821.178914
  nChanged 4
		SP:Iteration 19Q (66487.620000 sec): 3 clusters
  Score: Raw -241460.067128 + Penalty 2638.029579 = -238822.037550
  nChanged 1
		SP:Iteration 20F (66487.780000 sec): 3 clusters
  Score: Raw -241460.305173 + Penalty 2638.029579 = -238822.275595
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 34 (22422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66487.960000 sec): 2 clusters
  Score: Raw -1911391.816694 + Penalty 1627.892159 = -1909763.924536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66488.240000 sec): 3 clusters
  Score: Raw -1897757.289335 + Penalty 3255.784317 = -1894501.505018
  nChanged 10129
		SP:Iteration 1F (66488.530000 sec): 3 clusters
  Score: Raw -1903310.091189 + Penalty 3255.784317 = -1900054.306872
  nChanged 1079
		SP:Iteration 2Q (66488.900000 sec): 3 clusters
  Score: Raw -1903684.857827 + Penalty 3255.784317 = -1900429.073509
  nChanged 983
		SP:Iteration 3Q (66489.180000 sec): 3 clusters
  Score: Raw -1904065.789854 + Penalty 3255.784317 = -1900810.005537
  nChanged 1098
		SP:Iteration 4Q (66489.450000 sec): 3 clusters
  Score: Raw -1904555.845906 + Penalty 3255.784317 = -1901300.061588
  nChanged 1147
		SP:Iteration 5F (66489.780000 sec): 3 clusters
  Score: Raw -1905145.361441 + Penalty 3255.784317 = -1901889.577124
  nChanged 1217
		SP:Iteration 6F (66490.080000 sec): 3 clusters
  Score: Raw -1905890.494756 + Penalty 3255.784317 = -1902634.710438
  nChanged 1361
		SP:Iteration 7F (66490.390000 sec): 3 clusters
  Score: Raw -1906794.122343 + Penalty 3255.784317 = -1903538.338026
  nChanged 1355
		SP:Iteration 8F (66490.650000 sec): 3 clusters
  Score: Raw -1907756.260983 + Penalty 3255.784317 = -1904500.476666
  nChanged 1209
		SP:Iteration 9F (66490.920000 sec): 3 clusters
  Score: Raw -1908656.721258 + Penalty 3255.784317 = -1905400.936941
  nChanged 1010
		SP:Iteration 10Q (66491.160000 sec): 3 clusters
  Score: Raw -1909465.562684 + Penalty 3255.784317 = -1906209.778367
  nChanged 765
		SP:Iteration 11Q (66491.480000 sec): 3 clusters
  Score: Raw -1910152.632786 + Penalty 3255.784317 = -1906896.848469
  nChanged 579
		SP:Iteration 12Q (66491.740000 sec): 3 clusters
  Score: Raw -1910708.045429 + Penalty 3255.784317 = -1907452.261111
  nChanged 429
		SP:Iteration 13Q (66492.040000 sec): 3 clusters
  Score: Raw -1911109.641294 + Penalty 3255.784317 = -1907853.856977
  nChanged 329
		SP:Iteration 14Q (66492.370000 sec): 3 clusters
  Score: Raw -1911399.205676 + Penalty 3255.784317 = -1908143.421359
  nChanged 271
		SP:Iteration 15Q (66492.640000 sec): 3 clusters
  Score: Raw -1911564.868697 + Penalty 3255.784317 = -1908309.084380
  nChanged 193
		SP:Iteration 16Q (66492.990000 sec): 3 clusters
  Score: Raw -1911663.437069 + Penalty 3255.784317 = -1908407.652751
  nChanged 142
		SP:Iteration 17Q (66493.250000 sec): 3 clusters
  Score: Raw -1911717.972646 + Penalty 3255.784317 = -1908462.188329
  nChanged 96
		SP:Iteration 18Q (66493.530000 sec): 3 clusters
  Score: Raw -1911748.641109 + Penalty 3255.784317 = -1908492.856791
  nChanged 85
		SP:Iteration 19Q (66493.850000 sec): 3 clusters
  Score: Raw -1911769.650947 + Penalty 3255.784317 = -1908513.866630
  nChanged 69
		SP:Iteration 20F (66494.110000 sec): 3 clusters
  Score: Raw -1911784.562296 + Penalty 3255.784317 = -1908528.777979
  nChanged 52
		SP:Iteration 21Q (66494.350000 sec): 3 clusters
  Score: Raw -1911794.269089 + Penalty 3255.784317 = -1908538.484772
  nChanged 38
		SP:Iteration 22Q (66494.650000 sec): 3 clusters
  Score: Raw -1911800.837434 + Penalty 3255.784317 = -1908545.053117
  nChanged 25
		SP:Iteration 23Q (66494.930000 sec): 3 clusters
  Score: Raw -1911805.543373 + Penalty 3255.784317 = -1908549.759056
  nChanged 23
		SP:Iteration 24Q (66495.130000 sec): 3 clusters
  Score: Raw -1911809.500119 + Penalty 3255.784317 = -1908553.715802
  nChanged 22
		SP:Iteration 25Q (66495.410000 sec): 3 clusters
  Score: Raw -1911813.192148 + Penalty 3255.784317 = -1908557.407831
  nChanged 17
		SP:Iteration 26Q (66495.690000 sec): 3 clusters
  Score: Raw -1911815.425703 + Penalty 3255.784317 = -1908559.641386
  nChanged 17
		SP:Iteration 27Q (66495.980000 sec): 3 clusters
  Score: Raw -1911817.933501 + Penalty 3255.784317 = -1908562.149184
  nChanged 14
		SP:Iteration 28Q (66496.230000 sec): 3 clusters
  Score: Raw -1911820.079299 + Penalty 3255.784317 = -1908564.294982
  nChanged 14
		SP:Iteration 29Q (66496.490000 sec): 3 clusters
  Score: Raw -1911821.973964 + Penalty 3255.784317 = -1908566.189647
  nChanged 9
		SP:Iteration 30Q (66496.730000 sec): 3 clusters
  Score: Raw -1911822.893530 + Penalty 3255.784317 = -1908567.109213
  nChanged 7
		SP:Iteration 31Q (66497.020000 sec): 3 clusters
  Score: Raw -1911823.818203 + Penalty 3255.784317 = -1908568.033885
  nChanged 10
		SP:Iteration 32Q (66497.320000 sec): 3 clusters
  Score: Raw -1911824.968086 + Penalty 3255.784317 = -1908569.183769
  nChanged 9
		SP:Iteration 33Q (66497.650000 sec): 3 clusters
  Score: Raw -1911825.877138 + Penalty 3255.784317 = -1908570.092821
  nChanged 5
		SP:Iteration 34Q (66497.940000 sec): 3 clusters
  Score: Raw -1911826.338777 + Penalty 3255.784317 = -1908570.554460
  nChanged 7
		SP:Iteration 35Q (66498.170000 sec): 3 clusters
  Score: Raw -1911827.324610 + Penalty 3255.784317 = -1908571.540292
  nChanged 5
		SP:Iteration 36Q (66498.450000 sec): 3 clusters
  Score: Raw -1911828.194193 + Penalty 3255.784317 = -1908572.409875
  nChanged 8
		SP:Iteration 37Q (66498.690000 sec): 3 clusters
  Score: Raw -1911829.477637 + Penalty 3255.784317 = -1908573.693320
  nChanged 10
		SP:Iteration 38Q (66498.940000 sec): 3 clusters
  Score: Raw -1911831.314271 + Penalty 3255.784317 = -1908575.529954
  nChanged 10
		SP:Iteration 39Q (66499.200000 sec): 3 clusters
  Score: Raw -1911833.265190 + Penalty 3255.784317 = -1908577.480873
  nChanged 11
		SP:Iteration 40F (66499.490000 sec): 3 clusters
  Score: Raw -1911835.102620 + Penalty 3255.784317 = -1908579.318303
  nChanged 16
		SP:Iteration 41Q (66499.760000 sec): 3 clusters
  Score: Raw -1911837.517697 + Penalty 3255.784317 = -1908581.733380
  nChanged 14
		SP:Iteration 42Q (66500.040000 sec): 3 clusters
  Score: Raw -1911839.224930 + Penalty 3255.784317 = -1908583.440613
  nChanged 11
		SP:Iteration 43Q (66500.280000 sec): 3 clusters
  Score: Raw -1911840.653527 + Penalty 3255.784317 = -1908584.869210
  nChanged 7
		SP:Iteration 44Q (66500.540000 sec): 3 clusters
  Score: Raw -1911841.594486 + Penalty 3255.784317 = -1908585.810169
  nChanged 6
		SP:Iteration 45Q (66500.850000 sec): 3 clusters
  Score: Raw -1911842.668348 + Penalty 3255.784317 = -1908586.884031
  nChanged 10
		SP:Iteration 46Q (66501.080000 sec): 3 clusters
  Score: Raw -1911844.480754 + Penalty 3255.784317 = -1908588.696437
  nChanged 17
		SP:Iteration 47Q (66501.360000 sec): 3 clusters
  Score: Raw -1911848.705789 + Penalty 3255.784317 = -1908592.921471
  nChanged 19
		SP:Iteration 48Q (66501.680000 sec): 3 clusters
  Score: Raw -1911851.431720 + Penalty 3255.784317 = -1908595.647403
  nChanged 15
		SP:Iteration 49Q (66501.940000 sec): 3 clusters
  Score: Raw -1911853.585064 + Penalty 3255.784317 = -1908597.800747
  nChanged 15
		SP:Iteration 50Q (66502.250000 sec): 3 clusters
  Score: Raw -1911856.544147 + Penalty 3255.784317 = -1908600.759830
  nChanged 14
		SP:Iteration 51Q (66502.540000 sec): 3 clusters
  Score: Raw -1911858.442285 + Penalty 3255.784317 = -1908602.657968
  nChanged 10
		SP:Iteration 52Q (66502.810000 sec): 3 clusters
  Score: Raw -1911860.001540 + Penalty 3255.784317 = -1908604.217223
  nChanged 4
		SP:Iteration 53Q (66503.080000 sec): 3 clusters
  Score: Raw -1911860.797898 + Penalty 3255.784317 = -1908605.013581
  nChanged 6
		SP:Iteration 54Q (66503.300000 sec): 3 clusters
  Score: Raw -1911861.469262 + Penalty 3255.784317 = -1908605.684945
  nChanged 5
		SP:Iteration 55Q (66503.580000 sec): 3 clusters
  Score: Raw -1911862.091706 + Penalty 3255.784317 = -1908606.307389
  nChanged 6
		SP:Iteration 56Q (66503.850000 sec): 3 clusters
  Score: Raw -1911862.839655 + Penalty 3255.784317 = -1908607.055338
  nChanged 4
		SP:Iteration 57Q (66504.100000 sec): 3 clusters
  Score: Raw -1911863.176680 + Penalty 3255.784317 = -1908607.392362
  nChanged 6
		SP:Iteration 58Q (66504.340000 sec): 3 clusters
  Score: Raw -1911863.742150 + Penalty 3255.784317 = -1908607.957833
  nChanged 2
		SP:Iteration 59Q (66504.650000 sec): 3 clusters
  Score: Raw -1911864.282457 + Penalty 3255.784317 = -1908608.498140
  nChanged 4
		SP:Iteration 60F (66504.910000 sec): 3 clusters
  Score: Raw -1911864.687003 + Penalty 3255.784317 = -1908608.902686
  nChanged 2
		SP:Iteration 61Q (66505.180000 sec): 3 clusters
  Score: Raw -1911864.832207 + Penalty 3255.784317 = -1908609.047890
  nChanged 0
		SP:Iteration 62F (66505.440000 sec): 3 clusters
  Score: Raw -1911864.832207 + Penalty 3255.784317 = -1908609.047890
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 35 (9687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66505.560000 sec): 2 clusters
  Score: Raw -841774.128995 + Penalty 1491.512760 = -840282.616235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66505.800000 sec): 3 clusters
  Score: Raw -836305.873431 + Penalty 2983.025519 = -833322.847912
  nChanged 4145
		SP:Iteration 1F (66505.960000 sec): 3 clusters
  Score: Raw -838490.853217 + Penalty 2983.025519 = -835507.827697
  nChanged 577
		SP:Iteration 2F (66506.150000 sec): 3 clusters
  Score: Raw -838754.453168 + Penalty 2983.025519 = -835771.427648
  nChanged 528
		SP:Iteration 3F (66506.340000 sec): 3 clusters
  Score: Raw -838983.963944 + Penalty 2983.025519 = -836000.938425
  nChanged 451
		SP:Iteration 4Q (66506.540000 sec): 3 clusters
  Score: Raw -839203.215876 + Penalty 2983.025519 = -836220.190357
  nChanged 504
		SP:Iteration 5F (66506.760000 sec): 3 clusters
  Score: Raw -839490.946268 + Penalty 2983.025519 = -836507.920748
  nChanged 518
		SP:Iteration 6F (66506.980000 sec): 3 clusters
  Score: Raw -839795.331340 + Penalty 2983.025519 = -836812.305820
  nChanged 519
		SP:Iteration 7F (66507.200000 sec): 3 clusters
  Score: Raw -840133.864649 + Penalty 2983.025519 = -837150.839129
  nChanged 463
		SP:Iteration 8Q (66507.360000 sec): 3 clusters
  Score: Raw -840459.976870 + Penalty 2983.025519 = -837476.951351
  nChanged 453
		SP:Iteration 9Q (66507.530000 sec): 3 clusters
  Score: Raw -840784.550553 + Penalty 2983.025519 = -837801.525034
  nChanged 413
		SP:Iteration 10Q (66507.720000 sec): 3 clusters
  Score: Raw -841080.534850 + Penalty 2983.025519 = -838097.509331
  nChanged 335
		SP:Iteration 11Q (66507.870000 sec): 3 clusters
  Score: Raw -841330.734913 + Penalty 2983.025519 = -838347.709394
  nChanged 246
		SP:Iteration 12Q (66508.070000 sec): 3 clusters
  Score: Raw -841499.791457 + Penalty 2983.025519 = -838516.765938
  nChanged 188
		SP:Iteration 13Q (66508.260000 sec): 3 clusters
  Score: Raw -841631.284290 + Penalty 2983.025519 = -838648.258771
  nChanged 136
		SP:Iteration 14Q (66508.450000 sec): 3 clusters
  Score: Raw -841724.539596 + Penalty 2983.025519 = -838741.514077
  nChanged 110
		SP:Iteration 15Q (66508.660000 sec): 3 clusters
  Score: Raw -841821.826955 + Penalty 2983.025519 = -838838.801436
  nChanged 93
		SP:Iteration 16Q (66508.900000 sec): 3 clusters
  Score: Raw -841910.984217 + Penalty 2983.025519 = -838927.958697
  nChanged 74
		SP:Iteration 17Q (66509.110000 sec): 3 clusters
  Score: Raw -841981.129615 + Penalty 2983.025519 = -838998.104095
  nChanged 53
		SP:Iteration 18Q (66509.280000 sec): 3 clusters
  Score: Raw -842025.169155 + Penalty 2983.025519 = -839042.143635
  nChanged 41
		SP:Iteration 19Q (66509.520000 sec): 3 clusters
  Score: Raw -842056.774182 + Penalty 2983.025519 = -839073.748663
  nChanged 31
		SP:Iteration 20F (66509.700000 sec): 3 clusters
  Score: Raw -842079.200222 + Penalty 2983.025519 = -839096.174703
  nChanged 23
		SP:Iteration 21Q (66509.920000 sec): 3 clusters
  Score: Raw -842092.581182 + Penalty 2983.025519 = -839109.555663
  nChanged 15
		SP:Iteration 22Q (66510.110000 sec): 3 clusters
  Score: Raw -842099.981631 + Penalty 2983.025519 = -839116.956112
  nChanged 9
		SP:Iteration 23Q (66510.350000 sec): 3 clusters
  Score: Raw -842105.284269 + Penalty 2983.025519 = -839122.258750
  nChanged 13
		SP:Iteration 24Q (66510.470000 sec): 3 clusters
  Score: Raw -842112.185403 + Penalty 2983.025519 = -839129.159883
  nChanged 14
		SP:Iteration 25Q (66510.690000 sec): 3 clusters
  Score: Raw -842117.793848 + Penalty 2983.025519 = -839134.768329
  nChanged 11
		SP:Iteration 26Q (66510.870000 sec): 3 clusters
  Score: Raw -842123.202627 + Penalty 2983.025519 = -839140.177107
  nChanged 8
		SP:Iteration 27Q (66511.080000 sec): 3 clusters
  Score: Raw -842127.308682 + Penalty 2983.025519 = -839144.283163
  nChanged 4
		SP:Iteration 28Q (66511.280000 sec): 3 clusters
  Score: Raw -842128.824229 + Penalty 2983.025519 = -839145.798710
  nChanged 1
		SP:Iteration 29Q (66511.440000 sec): 3 clusters
  Score: Raw -842129.660534 + Penalty 2983.025519 = -839146.635015
  nChanged 1
		SP:Iteration 30Q (66511.590000 sec): 3 clusters
  Score: Raw -842130.110054 + Penalty 2983.025519 = -839147.084534
  nChanged 3
		SP:Iteration 31Q (66511.760000 sec): 3 clusters
  Score: Raw -842132.545256 + Penalty 2983.025519 = -839149.519737
  nChanged 1
		SP:Iteration 32Q (66512.000000 sec): 3 clusters
  Score: Raw -842133.087657 + Penalty 2983.025519 = -839150.062138
  nChanged 2
		SP:Iteration 33Q (66512.190000 sec): 3 clusters
  Score: Raw -842133.897389 + Penalty 2983.025519 = -839150.871869
  nChanged 0
		SP:Iteration 34F (66512.390000 sec): 3 clusters
  Score: Raw -842133.897389 + Penalty 2983.025519 = -839150.871869
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 36 (4132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66512.480000 sec): 2 clusters
  Score: Raw -332394.171916 + Penalty 1353.058985 = -331041.112931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66512.660000 sec): 3 clusters
  Score: Raw -330376.964421 + Penalty 2706.117970 = -327670.846451
  nChanged 1599
		SP:Iteration 1F (66512.840000 sec): 3 clusters
  Score: Raw -331318.959355 + Penalty 2706.117970 = -328612.841385
  nChanged 287
		SP:Iteration 2F (66512.990000 sec): 3 clusters
  Score: Raw -331492.324765 + Penalty 2706.117970 = -328786.206795
  nChanged 204
		SP:Iteration 3Q (66513.100000 sec): 3 clusters
  Score: Raw -331610.225301 + Penalty 2706.117970 = -328904.107331
  nChanged 157
		SP:Iteration 4Q (66513.260000 sec): 3 clusters
  Score: Raw -331704.726889 + Penalty 2706.117970 = -328998.608919
  nChanged 156
		SP:Iteration 5Q (66513.410000 sec): 3 clusters
  Score: Raw -331791.117052 + Penalty 2706.117970 = -329084.999083
  nChanged 127
		SP:Iteration 6Q (66513.570000 sec): 3 clusters
  Score: Raw -331860.160279 + Penalty 2706.117970 = -329154.042309
  nChanged 110
		SP:Iteration 7Q (66513.730000 sec): 3 clusters
  Score: Raw -331923.820871 + Penalty 2706.117970 = -329217.702902
  nChanged 114
		SP:Iteration 8Q (66513.880000 sec): 3 clusters
  Score: Raw -331993.489330 + Penalty 2706.117970 = -329287.371360
  nChanged 98
		SP:Iteration 9Q (66514.010000 sec): 3 clusters
  Score: Raw -332054.645223 + Penalty 2706.117970 = -329348.527254
  nChanged 107
		SP:Iteration 10Q (66514.170000 sec): 3 clusters
  Score: Raw -332126.139117 + Penalty 2706.117970 = -329420.021147
  nChanged 94
		SP:Iteration 11Q (66514.330000 sec): 3 clusters
  Score: Raw -332192.108426 + Penalty 2706.117970 = -329485.990456
  nChanged 80
		SP:Iteration 12Q (66514.470000 sec): 3 clusters
  Score: Raw -332253.307818 + Penalty 2706.117970 = -329547.189849
  nChanged 76
		SP:Iteration 13Q (66514.630000 sec): 3 clusters
  Score: Raw -332314.283457 + Penalty 2706.117970 = -329608.165487
  nChanged 63
		SP:Iteration 14Q (66514.780000 sec): 3 clusters
  Score: Raw -332368.156617 + Penalty 2706.117970 = -329662.038647
  nChanged 59
		SP:Iteration 15Q (66514.990000 sec): 3 clusters
  Score: Raw -332408.312580 + Penalty 2706.117970 = -329702.194610
  nChanged 41
		SP:Iteration 16Q (66515.160000 sec): 3 clusters
  Score: Raw -332438.048809 + Penalty 2706.117970 = -329731.930840
  nChanged 21
		SP:Iteration 17Q (66515.300000 sec): 3 clusters
  Score: Raw -332455.549283 + Penalty 2706.117970 = -329749.431313
  nChanged 23
		SP:Iteration 18Q (66515.450000 sec): 3 clusters
  Score: Raw -332468.973966 + Penalty 2706.117970 = -329762.855996
  nChanged 21
		SP:Iteration 19Q (66515.620000 sec): 3 clusters
  Score: Raw -332477.795906 + Penalty 2706.117970 = -329771.677936
  nChanged 13
		SP:Iteration 20F (66515.790000 sec): 3 clusters
  Score: Raw -332484.613150 + Penalty 2706.117970 = -329778.495180
  nChanged 12
		SP:Iteration 21Q (66515.990000 sec): 3 clusters
  Score: Raw -332492.163602 + Penalty 2706.117970 = -329786.045632
  nChanged 17
		SP:Iteration 22Q (66516.170000 sec): 3 clusters
  Score: Raw -332502.535125 + Penalty 2706.117970 = -329796.417155
  nChanged 18
		SP:Iteration 23Q (66516.300000 sec): 3 clusters
  Score: Raw -332513.837365 + Penalty 2706.117970 = -329807.719395
  nChanged 7
		SP:Iteration 24Q (66516.530000 sec): 3 clusters
  Score: Raw -332518.235146 + Penalty 2706.117970 = -329812.117176
  nChanged 6
		SP:Iteration 25Q (66516.700000 sec): 3 clusters
  Score: Raw -332521.149810 + Penalty 2706.117970 = -329815.031840
  nChanged 3
		SP:Iteration 26Q (66516.860000 sec): 3 clusters
  Score: Raw -332523.129635 + Penalty 2706.117970 = -329817.011665
  nChanged 2
		SP:Iteration 27Q (66516.990000 sec): 3 clusters
  Score: Raw -332523.883739 + Penalty 2706.117970 = -329817.765769
  nChanged 4
		SP:Iteration 28Q (66517.200000 sec): 3 clusters
  Score: Raw -332525.178345 + Penalty 2706.117970 = -329819.060375
  nChanged 2
		SP:Iteration 29Q (66517.350000 sec): 3 clusters
  Score: Raw -332527.883847 + Penalty 2706.117970 = -329821.765877
  nChanged 5
		SP:Iteration 30Q (66517.530000 sec): 3 clusters
  Score: Raw -332531.569286 + Penalty 2706.117970 = -329825.451316
  nChanged 6
		SP:Iteration 31Q (66517.680000 sec): 3 clusters
  Score: Raw -332534.359045 + Penalty 2706.117970 = -329828.241075
  nChanged 8
		SP:Iteration 32Q (66517.800000 sec): 3 clusters
  Score: Raw -332540.892885 + Penalty 2706.117970 = -329834.774915
  nChanged 11
		SP:Iteration 33Q (66517.920000 sec): 3 clusters
  Score: Raw -332550.225242 + Penalty 2706.117970 = -329844.107272
  nChanged 16
		SP:Iteration 34Q (66518.100000 sec): 3 clusters
  Score: Raw -332562.518370 + Penalty 2706.117970 = -329856.400400
  nChanged 11
		SP:Iteration 35Q (66518.280000 sec): 3 clusters
  Score: Raw -332567.950153 + Penalty 2706.117970 = -329861.832183
  nChanged 8
		SP:Iteration 36Q (66518.470000 sec): 3 clusters
  Score: Raw -332573.151610 + Penalty 2706.117970 = -329867.033640
  nChanged 3
		SP:Iteration 37Q (66518.640000 sec): 3 clusters
  Score: Raw -332576.447177 + Penalty 2706.117970 = -329870.329207
  nChanged 6
		SP:Iteration 38Q (66518.850000 sec): 3 clusters
  Score: Raw -332581.026089 + Penalty 2706.117970 = -329874.908119
  nChanged 3
		SP:Iteration 39Q (66519.030000 sec): 3 clusters
  Score: Raw -332581.785970 + Penalty 2706.117970 = -329875.668000
  nChanged 3
		SP:Iteration 40F (66519.190000 sec): 3 clusters
  Score: Raw -332583.306031 + Penalty 2706.117970 = -329877.188061
  nChanged 1
		SP:Iteration 41Q (66519.370000 sec): 3 clusters
  Score: Raw -332583.915259 + Penalty 2706.117970 = -329877.797290
  nChanged 2
		SP:Iteration 42Q (66519.560000 sec): 3 clusters
  Score: Raw -332584.697271 + Penalty 2706.117970 = -329878.579301
  nChanged 1
		SP:Iteration 43Q (66519.700000 sec): 3 clusters
  Score: Raw -332585.233921 + Penalty 2706.117970 = -329879.115951
  nChanged 1
		SP:Iteration 44Q (66519.880000 sec): 3 clusters
  Score: Raw -332585.469769 + Penalty 2706.117970 = -329879.351799
  nChanged 1
		SP:Iteration 45Q (66520.050000 sec): 3 clusters
  Score: Raw -332585.671228 + Penalty 2706.117970 = -329879.553258
  nChanged 0
		SP:Iteration 46F (66520.180000 sec): 3 clusters
  Score: Raw -332585.671228 + Penalty 2706.117970 = -329879.553258
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 37 (157949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66520.960000 sec): 2 clusters
  Score: Raw -13554683.320457 + Penalty 1945.129465 = -13552738.190992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66521.990000 sec): 3 clusters
  Score: Raw -13450694.951594 + Penalty 3890.258929 = -13446804.692665
  nChanged 76204
		SP:Iteration 1F (66523.040000 sec): 3 clusters
  Score: Raw -13496318.503172 + Penalty 3890.258929 = -13492428.244242
  nChanged 6264
		SP:Iteration 2Q (66524.220000 sec): 3 clusters
  Score: Raw -13498430.872926 + Penalty 3890.258929 = -13494540.613996
  nChanged 7688
		SP:Iteration 3Q (66525.410000 sec): 3 clusters
  Score: Raw -13501806.636997 + Penalty 3890.258929 = -13497916.378068
  nChanged 9479
		SP:Iteration 4F (66526.330000 sec): 3 clusters
  Score: Raw -13506574.056637 + Penalty 3890.258929 = -13502683.797707
  nChanged 10445
		SP:Iteration 5F (66527.310000 sec): 3 clusters
  Score: Raw -13511956.402449 + Penalty 3890.258929 = -13508066.143520
  nChanged 9922
		SP:Iteration 6F (66528.360000 sec): 3 clusters
  Score: Raw -13516699.551010 + Penalty 3890.258929 = -13512809.292080
  nChanged 8454
		SP:Iteration 7F (66529.390000 sec): 3 clusters
  Score: Raw -13520126.095246 + Penalty 3890.258929 = -13516235.836316
  nChanged 6641
		SP:Iteration 8Q (66530.500000 sec): 3 clusters
  Score: Raw -13522323.305329 + Penalty 3890.258929 = -13518433.046400
  nChanged 5169
		SP:Iteration 9Q (66531.810000 sec): 3 clusters
  Score: Raw -13523676.185898 + Penalty 3890.258929 = -13519785.926968
  nChanged 3948
		SP:Iteration 10Q (66532.890000 sec): 3 clusters
  Score: Raw -13524496.420134 + Penalty 3890.258929 = -13520606.161205
  nChanged 3016
		SP:Iteration 11Q (66533.980000 sec): 3 clusters
  Score: Raw -13525000.071096 + Penalty 3890.258929 = -13521109.812167
  nChanged 2294
		SP:Iteration 12Q (66535.180000 sec): 3 clusters
  Score: Raw -13525324.744116 + Penalty 3890.258929 = -13521434.485187
  nChanged 1827
		SP:Iteration 13Q (66536.370000 sec): 3 clusters
  Score: Raw -13525549.700129 + Penalty 3890.258929 = -13521659.441200
  nChanged 1552
		SP:Iteration 14Q (66537.450000 sec): 3 clusters
  Score: Raw -13525728.441933 + Penalty 3890.258929 = -13521838.183004
  nChanged 1417
		SP:Iteration 15Q (66538.560000 sec): 3 clusters
  Score: Raw -13525881.029307 + Penalty 3890.258929 = -13521990.770378
  nChanged 1289
		SP:Iteration 16Q (66539.710000 sec): 3 clusters
  Score: Raw -13526009.994196 + Penalty 3890.258929 = -13522119.735266
  nChanged 1153
		SP:Iteration 17Q (66540.840000 sec): 3 clusters
  Score: Raw -13526124.706966 + Penalty 3890.258929 = -13522234.448037
  nChanged 1039
		SP:Iteration 18Q (66541.940000 sec): 3 clusters
  Score: Raw -13526222.862460 + Penalty 3890.258929 = -13522332.603531
  nChanged 1043
		SP:Iteration 19Q (66543.060000 sec): 3 clusters
  Score: Raw -13526325.639127 + Penalty 3890.258929 = -13522435.380197
  nChanged 1108
		SP:Iteration 20F (66544.060000 sec): 3 clusters
  Score: Raw -13526440.741275 + Penalty 3890.258929 = -13522550.482345
  nChanged 1173
		SP:Iteration 21Q (66545.190000 sec): 3 clusters
  Score: Raw -13526569.277963 + Penalty 3890.258929 = -13522679.019033
  nChanged 1377
		SP:Iteration 22Q (66546.440000 sec): 3 clusters
  Score: Raw -13526733.411167 + Penalty 3890.258929 = -13522843.152238
  nChanged 1566
		SP:Iteration 23Q (66547.440000 sec): 3 clusters
  Score: Raw -13526933.226763 + Penalty 3890.258929 = -13523042.967834
  nChanged 1886
		SP:Iteration 24Q (66548.550000 sec): 3 clusters
  Score: Raw -13527197.070513 + Penalty 3890.258929 = -13523306.811583
  nChanged 2226
		SP:Iteration 25Q (66549.580000 sec): 3 clusters
  Score: Raw -13527544.643456 + Penalty 3890.258929 = -13523654.384527
  nChanged 2683
		SP:Iteration 26Q (66550.590000 sec): 3 clusters
  Score: Raw -13528029.334779 + Penalty 3890.258929 = -13524139.075850
  nChanged 3069
		SP:Iteration 27Q (66551.690000 sec): 3 clusters
  Score: Raw -13528662.539559 + Penalty 3890.258929 = -13524772.280629
  nChanged 3519
		SP:Iteration 28Q (66552.780000 sec): 3 clusters
  Score: Raw -13529476.752884 + Penalty 3890.258929 = -13525586.493955
  nChanged 4003
		SP:Iteration 29Q (66553.970000 sec): 3 clusters
  Score: Raw -13530493.622434 + Penalty 3890.258929 = -13526603.363505
  nChanged 4440
		SP:Iteration 30Q (66555.200000 sec): 3 clusters
  Score: Raw -13531716.823716 + Penalty 3890.258929 = -13527826.564786
  nChanged 4879
		SP:Iteration 31Q (66556.330000 sec): 3 clusters
  Score: Raw -13533194.606447 + Penalty 3890.258929 = -13529304.347518
  nChanged 5297
		SP:Iteration 32Q (66557.440000 sec): 3 clusters
  Score: Raw -13534939.930332 + Penalty 3890.258929 = -13531049.671403
  nChanged 5647
		SP:Iteration 33Q (66558.730000 sec): 3 clusters
  Score: Raw -13536937.855229 + Penalty 3890.258929 = -13533047.596299
  nChanged 5842
		SP:Iteration 34Q (66559.820000 sec): 3 clusters
  Score: Raw -13539118.377637 + Penalty 3890.258929 = -13535228.118707
  nChanged 5827
		SP:Iteration 35Q (66560.990000 sec): 3 clusters
  Score: Raw -13541348.918066 + Penalty 3890.258929 = -13537458.659136
  nChanged 5671
		SP:Iteration 36Q (66562.210000 sec): 3 clusters
  Score: Raw -13543579.010651 + Penalty 3890.258929 = -13539688.751722
  nChanged 5448
		SP:Iteration 37Q (66563.350000 sec): 3 clusters
  Score: Raw -13545770.013713 + Penalty 3890.258929 = -13541879.754784
  nChanged 5105
		SP:Iteration 38Q (66564.490000 sec): 3 clusters
  Score: Raw -13547857.980484 + Penalty 3890.258929 = -13543967.721554
  nChanged 4550
		SP:Iteration 39Q (66565.630000 sec): 3 clusters
  Score: Raw -13549685.390362 + Penalty 3890.258929 = -13545795.131433
  nChanged 3871
		SP:Iteration 40F (66566.740000 sec): 3 clusters
  Score: Raw -13551182.887167 + Penalty 3890.258929 = -13547292.628237
  nChanged 3187
		SP:Iteration 41Q (66567.830000 sec): 3 clusters
  Score: Raw -13552322.537458 + Penalty 3890.258929 = -13548432.278529
  nChanged 2521
		SP:Iteration 42Q (66568.870000 sec): 3 clusters
  Score: Raw -13553161.988342 + Penalty 3890.258929 = -13549271.729413
  nChanged 2021
		SP:Iteration 43Q (66569.950000 sec): 3 clusters
  Score: Raw -13553794.541195 + Penalty 3890.258929 = -13549904.282266
  nChanged 1524
		SP:Iteration 44Q (66571.020000 sec): 3 clusters
  Score: Raw -13554221.726172 + Penalty 3890.258929 = -13550331.467243
  nChanged 1157
		SP:Iteration 45Q (66571.990000 sec): 3 clusters
  Score: Raw -13554523.585208 + Penalty 3890.258929 = -13550633.326279
  nChanged 920
		SP:Iteration 46Q (66573.090000 sec): 3 clusters
  Score: Raw -13554758.879415 + Penalty 3890.258929 = -13550868.620486
  nChanged 710
		SP:Iteration 47Q (66574.270000 sec): 3 clusters
  Score: Raw -13554929.944010 + Penalty 3890.258929 = -13551039.685081
  nChanged 552
		SP:Iteration 48Q (66575.340000 sec): 3 clusters
  Score: Raw -13555051.962547 + Penalty 3890.258929 = -13551161.703618
  nChanged 444
		SP:Iteration 49Q (66576.360000 sec): 3 clusters
  Score: Raw -13555140.905202 + Penalty 3890.258929 = -13551250.646273
  nChanged 356
		SP:Iteration 50Q (66577.340000 sec): 3 clusters
  Score: Raw -13555211.440942 + Penalty 3890.258929 = -13551321.182013
  nChanged 295
		SP:Iteration 51Q (66578.310000 sec): 3 clusters
  Score: Raw -13555269.260684 + Penalty 3890.258929 = -13551379.001755
  nChanged 246
		SP:Iteration 52Q (66579.430000 sec): 3 clusters
  Score: Raw -13555313.924259 + Penalty 3890.258929 = -13551423.665329
  nChanged 202
		SP:Iteration 53Q (66580.390000 sec): 3 clusters
  Score: Raw -13555349.253249 + Penalty 3890.258929 = -13551458.994320
  nChanged 186
		SP:Iteration 54Q (66581.310000 sec): 3 clusters
  Score: Raw -13555380.675087 + Penalty 3890.258929 = -13551490.416157
  nChanged 157
		SP:Iteration 55Q (66582.340000 sec): 3 clusters
  Score: Raw -13555404.684960 + Penalty 3890.258929 = -13551514.426031
  nChanged 138
		SP:Iteration 56Q (66583.410000 sec): 3 clusters
  Score: Raw -13555429.043716 + Penalty 3890.258929 = -13551538.784786
  nChanged 126
		SP:Iteration 57Q (66584.510000 sec): 3 clusters
  Score: Raw -13555450.910073 + Penalty 3890.258929 = -13551560.651144
  nChanged 125
		SP:Iteration 58Q (66585.300000 sec): 3 clusters
  Score: Raw -13555469.323383 + Penalty 3890.258929 = -13551579.064454
  nChanged 96
		SP:Iteration 59Q (66586.450000 sec): 3 clusters
  Score: Raw -13555482.773420 + Penalty 3890.258929 = -13551592.514490
  nChanged 86
		SP:Iteration 60F (66587.600000 sec): 3 clusters
  Score: Raw -13555492.128803 + Penalty 3890.258929 = -13551601.869874
  nChanged 47
		SP:Iteration 61Q (66588.760000 sec): 3 clusters
  Score: Raw -13555497.845540 + Penalty 3890.258929 = -13551607.586610
  nChanged 54
		SP:Iteration 62Q (66589.760000 sec): 3 clusters
  Score: Raw -13555503.967950 + Penalty 3890.258929 = -13551613.709021
  nChanged 39
		SP:Iteration 63Q (66590.750000 sec): 3 clusters
  Score: Raw -13555508.319028 + Penalty 3890.258929 = -13551618.060098
  nChanged 41
		SP:Iteration 64Q (66591.750000 sec): 3 clusters
  Score: Raw -13555512.751377 + Penalty 3890.258929 = -13551622.492448
  nChanged 44
		SP:Iteration 65Q (66592.930000 sec): 3 clusters
  Score: Raw -13555518.214015 + Penalty 3890.258929 = -13551627.955086
  nChanged 39
		SP:Iteration 66Q (66594.160000 sec): 3 clusters
  Score: Raw -13555522.795933 + Penalty 3890.258929 = -13551632.537004
  nChanged 32
		SP:Iteration 67Q (66595.220000 sec): 3 clusters
  Score: Raw -13555526.799484 + Penalty 3890.258929 = -13551636.540555
  nChanged 28
		SP:Iteration 68Q (66596.050000 sec): 3 clusters
  Score: Raw -13555530.730449 + Penalty 3890.258929 = -13551640.471520
  nChanged 41
		SP:Iteration 69Q (66597.040000 sec): 3 clusters
  Score: Raw -13555536.515373 + Penalty 3890.258929 = -13551646.256444
  nChanged 45
		SP:Iteration 70Q (66598.130000 sec): 3 clusters
  Score: Raw -13555542.973163 + Penalty 3890.258929 = -13551652.714234
  nChanged 44
		SP:Iteration 71Q (66599.290000 sec): 3 clusters
  Score: Raw -13555548.076101 + Penalty 3890.258929 = -13551657.817172
  nChanged 43
		SP:Iteration 72Q (66600.530000 sec): 3 clusters
  Score: Raw -13555553.233241 + Penalty 3890.258929 = -13551662.974312
  nChanged 45
		SP:Iteration 73Q (66601.730000 sec): 3 clusters
  Score: Raw -13555558.262376 + Penalty 3890.258929 = -13551668.003446
  nChanged 30
		SP:Iteration 74Q (66602.720000 sec): 3 clusters
  Score: Raw -13555561.450698 + Penalty 3890.258929 = -13551671.191769
  nChanged 23
		SP:Iteration 75Q (66603.590000 sec): 3 clusters
  Score: Raw -13555564.314215 + Penalty 3890.258929 = -13551674.055286
  nChanged 25
		SP:Iteration 76Q (66604.640000 sec): 3 clusters
  Score: Raw -13555567.492181 + Penalty 3890.258929 = -13551677.233252
  nChanged 21
		SP:Iteration 77Q (66605.710000 sec): 3 clusters
  Score: Raw -13555569.934107 + Penalty 3890.258929 = -13551679.675177
  nChanged 22
		SP:Iteration 78Q (66606.890000 sec): 3 clusters
  Score: Raw -13555572.554522 + Penalty 3890.258929 = -13551682.295592
  nChanged 20
		SP:Iteration 79Q (66607.990000 sec): 3 clusters
  Score: Raw -13555574.909972 + Penalty 3890.258929 = -13551684.651043
  nChanged 12
		SP:Iteration 80F (66609.160000 sec): 3 clusters
  Score: Raw -13555576.192324 + Penalty 3890.258929 = -13551685.933395
  nChanged 8
		SP:Iteration 81Q (66610.090000 sec): 3 clusters
  Score: Raw -13555576.851907 + Penalty 3890.258929 = -13551686.592977
  nChanged 6
		SP:Iteration 82Q (66611.140000 sec): 3 clusters
  Score: Raw -13555577.233044 + Penalty 3890.258929 = -13551686.974115
  nChanged 2
		SP:Iteration 83Q (66612.050000 sec): 3 clusters
  Score: Raw -13555577.357802 + Penalty 3890.258929 = -13551687.098873
  nChanged 1
		SP:Iteration 84Q (66613.160000 sec): 3 clusters
  Score: Raw -13555577.425874 + Penalty 3890.258929 = -13551687.166945
  nChanged 1
		SP:Iteration 85Q (66614.300000 sec): 3 clusters
  Score: Raw -13555577.498559 + Penalty 3890.258929 = -13551687.239630
  nChanged 3
		SP:Iteration 86Q (66615.470000 sec): 3 clusters
  Score: Raw -13555577.706396 + Penalty 3890.258929 = -13551687.447466
  nChanged 5
		SP:Iteration 87Q (66616.640000 sec): 3 clusters
  Score: Raw -13555578.225370 + Penalty 3890.258929 = -13551687.966441
  nChanged 5
		SP:Iteration 88Q (66617.660000 sec): 3 clusters
  Score: Raw -13555578.752315 + Penalty 3890.258929 = -13551688.493386
  nChanged 2
		SP:Iteration 89Q (66618.600000 sec): 3 clusters
  Score: Raw -13555578.996030 + Penalty 3890.258929 = -13551688.737100
  nChanged 5
		SP:Iteration 90Q (66619.570000 sec): 3 clusters
  Score: Raw -13555579.390660 + Penalty 3890.258929 = -13551689.131730
  nChanged 1
		SP:Iteration 91Q (66620.540000 sec): 3 clusters
  Score: Raw -13555579.498626 + Penalty 3890.258929 = -13551689.239697
  nChanged 4
		SP:Iteration 92Q (66621.490000 sec): 3 clusters
  Score: Raw -13555580.203214 + Penalty 3890.258929 = -13551689.944285
  nChanged 11
		SP:Iteration 93Q (66622.510000 sec): 3 clusters
  Score: Raw -13555581.479342 + Penalty 3890.258929 = -13551691.220413
  nChanged 10
		SP:Iteration 94Q (66623.470000 sec): 3 clusters
  Score: Raw -13555582.270342 + Penalty 3890.258929 = -13551692.011413
  nChanged 4
		SP:Iteration 95Q (66624.440000 sec): 3 clusters
  Score: Raw -13555582.580700 + Penalty 3890.258929 = -13551692.321770
  nChanged 5
		SP:Iteration 96Q (66625.450000 sec): 3 clusters
  Score: Raw -13555583.048758 + Penalty 3890.258929 = -13551692.789829
  nChanged 6
		SP:Iteration 97Q (66626.400000 sec): 3 clusters
  Score: Raw -13555583.526111 + Penalty 3890.258929 = -13551693.267182
  nChanged 5
		SP:Iteration 98Q (66627.360000 sec): 3 clusters
  Score: Raw -13555583.966100 + Penalty 3890.258929 = -13551693.707170
  nChanged 8
		SP:Iteration 99Q (66628.480000 sec): 3 clusters
  Score: Raw -13555584.602383 + Penalty 3890.258929 = -13551694.343454
  nChanged 6
		SP:Iteration 100F (66629.510000 sec): 3 clusters
  Score: Raw -13555585.107044 + Penalty 3890.258929 = -13551694.848114
  nChanged 6
		SP:Iteration 101Q (66630.450000 sec): 3 clusters
  Score: Raw -13555585.855534 + Penalty 3890.258929 = -13551695.596604
  nChanged 8
		SP:Iteration 102Q (66631.550000 sec): 3 clusters
  Score: Raw -13555586.736194 + Penalty 3890.258929 = -13551696.477265
  nChanged 5
		SP:Iteration 103Q (66632.580000 sec): 3 clusters
  Score: Raw -13555587.294914 + Penalty 3890.258929 = -13551697.035985
  nChanged 5
		SP:Iteration 104Q (66633.640000 sec): 3 clusters
  Score: Raw -13555587.758781 + Penalty 3890.258929 = -13551697.499852
  nChanged 11
		SP:Iteration 105Q (66634.620000 sec): 3 clusters
  Score: Raw -13555588.927405 + Penalty 3890.258929 = -13551698.668475
  nChanged 15
		SP:Iteration 106Q (66635.730000 sec): 3 clusters
  Score: Raw -13555590.543315 + Penalty 3890.258929 = -13551700.284386
  nChanged 14
		SP:Iteration 107Q (66636.850000 sec): 3 clusters
  Score: Raw -13555591.961408 + Penalty 3890.258929 = -13551701.702479
  nChanged 13
		SP:Iteration 108Q (66637.870000 sec): 3 clusters
  Score: Raw -13555593.241940 + Penalty 3890.258929 = -13551702.983011
  nChanged 13
		SP:Iteration 109Q (66638.910000 sec): 3 clusters
  Score: Raw -13555594.631581 + Penalty 3890.258929 = -13551704.372651
  nChanged 15
		SP:Iteration 110Q (66639.950000 sec): 3 clusters
  Score: Raw -13555596.520041 + Penalty 3890.258929 = -13551706.261112
  nChanged 12
		SP:Iteration 111Q (66640.930000 sec): 3 clusters
  Score: Raw -13555598.602449 + Penalty 3890.258929 = -13551708.343520
  nChanged 27
		SP:Iteration 112Q (66641.890000 sec): 3 clusters
  Score: Raw -13555602.380149 + Penalty 3890.258929 = -13551712.121219
  nChanged 25
		SP:Iteration 113Q (66643.040000 sec): 3 clusters
  Score: Raw -13555604.916956 + Penalty 3890.258929 = -13551714.658027
  nChanged 20
		SP:Iteration 114Q (66644.040000 sec): 3 clusters
  Score: Raw -13555606.913456 + Penalty 3890.258929 = -13551716.654527
  nChanged 9
		SP:Iteration 115Q (66645.050000 sec): 3 clusters
  Score: Raw -13555607.749232 + Penalty 3890.258929 = -13551717.490303
  nChanged 7
		SP:Iteration 116Q (66646.160000 sec): 3 clusters
  Score: Raw -13555608.464550 + Penalty 3890.258929 = -13551718.205621
  nChanged 6
		SP:Iteration 117Q (66647.170000 sec): 3 clusters
  Score: Raw -13555609.086199 + Penalty 3890.258929 = -13551718.827270
  nChanged 5
		SP:Iteration 118Q (66648.200000 sec): 3 clusters
  Score: Raw -13555609.531582 + Penalty 3890.258929 = -13551719.272653
  nChanged 7
		SP:Iteration 119Q (66649.270000 sec): 3 clusters
  Score: Raw -13555610.146863 + Penalty 3890.258929 = -13551719.887933
  nChanged 2
		SP:Iteration 120F (66650.290000 sec): 3 clusters
  Score: Raw -13555610.322365 + Penalty 3890.258929 = -13551720.063436
  nChanged 2
		SP:Iteration 121Q (66651.530000 sec): 3 clusters
  Score: Raw -13555610.420758 + Penalty 3890.258929 = -13551720.161828
  nChanged 1
		SP:Iteration 122Q (66652.580000 sec): 3 clusters
  Score: Raw -13555610.475807 + Penalty 3890.258929 = -13551720.216878
  nChanged 1
		SP:Iteration 123Q (66653.660000 sec): 3 clusters
  Score: Raw -13555610.547875 + Penalty 3890.258929 = -13551720.288945
  nChanged 1
		SP:Iteration 124Q (66654.830000 sec): 3 clusters
  Score: Raw -13555610.598463 + Penalty 3890.258929 = -13551720.339533
  nChanged 1
		SP:Iteration 125Q (66655.920000 sec): 3 clusters
  Score: Raw -13555610.676053 + Penalty 3890.258929 = -13551720.417124
  nChanged 1
		SP:Iteration 126Q (66657.000000 sec): 3 clusters
  Score: Raw -13555610.762438 + Penalty 3890.258929 = -13551720.503509
  nChanged 3
		SP:Iteration 127Q (66657.970000 sec): 3 clusters
  Score: Raw -13555611.046253 + Penalty 3890.258929 = -13551720.787324
  nChanged 1
		SP:Iteration 128Q (66659.080000 sec): 3 clusters
  Score: Raw -13555611.121981 + Penalty 3890.258929 = -13551720.863052
  nChanged 0
		SP:Iteration 129F (66660.100000 sec): 3 clusters
  Score: Raw -13555611.121981 + Penalty 3890.258929 = -13551720.863052
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 38 (10994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66660.280000 sec): 2 clusters
  Score: Raw -893469.540298 + Penalty 1512.079554 = -891957.460744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66660.480000 sec): 3 clusters
  Score: Raw -887196.783138 + Penalty 3024.159108 = -884172.624030
  nChanged 4792
		SP:Iteration 1F (66660.640000 sec): 3 clusters
  Score: Raw -889832.300270 + Penalty 3024.159108 = -886808.141162
  nChanged 694
		SP:Iteration 2F (66660.860000 sec): 3 clusters
  Score: Raw -890146.770938 + Penalty 3024.159108 = -887122.611829
  nChanged 573
		SP:Iteration 3F (66661.090000 sec): 3 clusters
  Score: Raw -890407.915329 + Penalty 3024.159108 = -887383.756221
  nChanged 505
		SP:Iteration 4Q (66661.300000 sec): 3 clusters
  Score: Raw -890657.957225 + Penalty 3024.159108 = -887633.798117
  nChanged 480
		SP:Iteration 5Q (66661.460000 sec): 3 clusters
  Score: Raw -890910.450667 + Penalty 3024.159108 = -887886.291559
  nChanged 530
		SP:Iteration 6Q (66661.680000 sec): 3 clusters
  Score: Raw -891226.266881 + Penalty 3024.159108 = -888202.107773
  nChanged 547
		SP:Iteration 7Q (66661.920000 sec): 3 clusters
  Score: Raw -891594.934572 + Penalty 3024.159108 = -888570.775464
  nChanged 530
		SP:Iteration 8Q (66662.140000 sec): 3 clusters
  Score: Raw -891994.963178 + Penalty 3024.159108 = -888970.804070
  nChanged 520
		SP:Iteration 9Q (66662.410000 sec): 3 clusters
  Score: Raw -892392.769964 + Penalty 3024.159108 = -889368.610856
  nChanged 441
		SP:Iteration 10Q (66662.580000 sec): 3 clusters
  Score: Raw -892747.247907 + Penalty 3024.159108 = -889723.088799
  nChanged 348
		SP:Iteration 11Q (66662.840000 sec): 3 clusters
  Score: Raw -893045.883385 + Penalty 3024.159108 = -890021.724276
  nChanged 261
		SP:Iteration 12Q (66663.060000 sec): 3 clusters
  Score: Raw -893271.774026 + Penalty 3024.159108 = -890247.614918
  nChanged 171
		SP:Iteration 13Q (66663.310000 sec): 3 clusters
  Score: Raw -893417.244892 + Penalty 3024.159108 = -890393.085784
  nChanged 100
		SP:Iteration 14Q (66663.490000 sec): 3 clusters
  Score: Raw -893498.973372 + Penalty 3024.159108 = -890474.814263
  nChanged 72
		SP:Iteration 15Q (66663.770000 sec): 3 clusters
  Score: Raw -893550.016969 + Penalty 3024.159108 = -890525.857860
  nChanged 57
		SP:Iteration 16Q (66663.970000 sec): 3 clusters
  Score: Raw -893591.910063 + Penalty 3024.159108 = -890567.750955
  nChanged 38
		SP:Iteration 17Q (66664.150000 sec): 3 clusters
  Score: Raw -893616.839213 + Penalty 3024.159108 = -890592.680105
  nChanged 26
		SP:Iteration 18Q (66664.350000 sec): 3 clusters
  Score: Raw -893636.994321 + Penalty 3024.159108 = -890612.835213
  nChanged 22
		SP:Iteration 19Q (66664.580000 sec): 3 clusters
  Score: Raw -893651.686498 + Penalty 3024.159108 = -890627.527389
  nChanged 9
		SP:Iteration 20F (66664.780000 sec): 3 clusters
  Score: Raw -893656.294789 + Penalty 3024.159108 = -890632.135681
  nChanged 10
		SP:Iteration 21Q (66665.000000 sec): 3 clusters
  Score: Raw -893662.765271 + Penalty 3024.159108 = -890638.606163
  nChanged 15
		SP:Iteration 22Q (66665.250000 sec): 3 clusters
  Score: Raw -893671.535176 + Penalty 3024.159108 = -890647.376068
  nChanged 12
		SP:Iteration 23Q (66665.400000 sec): 3 clusters
  Score: Raw -893680.545887 + Penalty 3024.159108 = -890656.386779
  nChanged 17
		SP:Iteration 24Q (66665.650000 sec): 3 clusters
  Score: Raw -893689.442651 + Penalty 3024.159108 = -890665.283543
  nChanged 12
		SP:Iteration 25Q (66665.820000 sec): 3 clusters
  Score: Raw -893695.563848 + Penalty 3024.159108 = -890671.404740
  nChanged 7
		SP:Iteration 26Q (66666.000000 sec): 3 clusters
  Score: Raw -893699.036152 + Penalty 3024.159108 = -890674.877044
  nChanged 7
		SP:Iteration 27Q (66666.280000 sec): 3 clusters
  Score: Raw -893702.290606 + Penalty 3024.159108 = -890678.131497
  nChanged 5
		SP:Iteration 28Q (66666.400000 sec): 3 clusters
  Score: Raw -893705.339899 + Penalty 3024.159108 = -890681.180791
  nChanged 4
		SP:Iteration 29Q (66666.620000 sec): 3 clusters
  Score: Raw -893706.834969 + Penalty 3024.159108 = -890682.675861
  nChanged 3
		SP:Iteration 30Q (66666.850000 sec): 3 clusters
  Score: Raw -893709.238924 + Penalty 3024.159108 = -890685.079816
  nChanged 1
		SP:Iteration 31Q (66667.010000 sec): 3 clusters
  Score: Raw -893709.961482 + Penalty 3024.159108 = -890685.802374
  nChanged 1
		SP:Iteration 32Q (66667.210000 sec): 3 clusters
  Score: Raw -893710.356615 + Penalty 3024.159108 = -890686.197507
  nChanged 0
		SP:Iteration 33F (66667.350000 sec): 3 clusters
  Score: Raw -893710.356615 + Penalty 3024.159108 = -890686.197507
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 39 (3445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66667.430000 sec): 2 clusters
  Score: Raw -296984.952205 + Penalty 1323.510367 = -295661.441838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66667.590000 sec): 3 clusters
  Score: Raw -295282.841433 + Penalty 2647.020735 = -292635.820698
  nChanged 1309
		SP:Iteration 1F (66667.770000 sec): 3 clusters
  Score: Raw -296006.936988 + Penalty 2647.020735 = -293359.916254
  nChanged 278
		SP:Iteration 2F (66667.920000 sec): 3 clusters
  Score: Raw -296166.192553 + Penalty 2647.020735 = -293519.171819
  nChanged 196
		SP:Iteration 3F (66668.140000 sec): 3 clusters
  Score: Raw -296265.516154 + Penalty 2647.020735 = -293618.495420
  nChanged 135
		SP:Iteration 4Q (66668.250000 sec): 3 clusters
  Score: Raw -296334.143783 + Penalty 2647.020735 = -293687.123049
  nChanged 112
		SP:Iteration 5Q (66668.390000 sec): 3 clusters
  Score: Raw -296390.111348 + Penalty 2647.020735 = -293743.090613
  nChanged 95
		SP:Iteration 6Q (66668.540000 sec): 3 clusters
  Score: Raw -296430.630201 + Penalty 2647.020735 = -293783.609467
  nChanged 76
		SP:Iteration 7Q (66668.720000 sec): 3 clusters
  Score: Raw -296465.956782 + Penalty 2647.020735 = -293818.936047
  nChanged 81
		SP:Iteration 8Q (66668.850000 sec): 3 clusters
  Score: Raw -296498.009597 + Penalty 2647.020735 = -293850.988863
  nChanged 72
		SP:Iteration 9Q (66668.990000 sec): 3 clusters
  Score: Raw -296524.929704 + Penalty 2647.020735 = -293877.908969
  nChanged 90
		SP:Iteration 10Q (66669.150000 sec): 3 clusters
  Score: Raw -296569.662850 + Penalty 2647.020735 = -293922.642115
  nChanged 93
		SP:Iteration 11Q (66669.310000 sec): 3 clusters
  Score: Raw -296618.458020 + Penalty 2647.020735 = -293971.437286
  nChanged 107
		SP:Iteration 12Q (66669.470000 sec): 3 clusters
  Score: Raw -296687.792986 + Penalty 2647.020735 = -294040.772251
  nChanged 125
		SP:Iteration 13Q (66669.630000 sec): 3 clusters
  Score: Raw -296767.455780 + Penalty 2647.020735 = -294120.435046
  nChanged 99
		SP:Iteration 14Q (66669.810000 sec): 3 clusters
  Score: Raw -296830.424847 + Penalty 2647.020735 = -294183.404112
  nChanged 85
		SP:Iteration 15Q (66669.960000 sec): 3 clusters
  Score: Raw -296885.591427 + Penalty 2647.020735 = -294238.570693
  nChanged 76
		SP:Iteration 16Q (66670.180000 sec): 3 clusters
  Score: Raw -296936.273140 + Penalty 2647.020735 = -294289.252405
  nChanged 54
		SP:Iteration 17Q (66670.310000 sec): 3 clusters
  Score: Raw -296971.466399 + Penalty 2647.020735 = -294324.445664
  nChanged 38
		SP:Iteration 18Q (66670.450000 sec): 3 clusters
  Score: Raw -296996.429206 + Penalty 2647.020735 = -294349.408471
  nChanged 36
		SP:Iteration 19Q (66670.600000 sec): 3 clusters
  Score: Raw -297020.593728 + Penalty 2647.020735 = -294373.572993
  nChanged 25
		SP:Iteration 20F (66670.740000 sec): 3 clusters
  Score: Raw -297045.989202 + Penalty 2647.020735 = -294398.968467
  nChanged 28
		SP:Iteration 21Q (66670.950000 sec): 3 clusters
  Score: Raw -297068.998934 + Penalty 2647.020735 = -294421.978200
  nChanged 17
		SP:Iteration 22Q (66671.090000 sec): 3 clusters
  Score: Raw -297084.271912 + Penalty 2647.020735 = -294437.251178
  nChanged 16
		SP:Iteration 23Q (66671.230000 sec): 3 clusters
  Score: Raw -297098.069817 + Penalty 2647.020735 = -294451.049083
  nChanged 17
		SP:Iteration 24Q (66671.370000 sec): 3 clusters
  Score: Raw -297111.423138 + Penalty 2647.020735 = -294464.402403
  nChanged 13
		SP:Iteration 25Q (66671.520000 sec): 3 clusters
  Score: Raw -297123.217713 + Penalty 2647.020735 = -294476.196979
  nChanged 9
		SP:Iteration 26Q (66671.660000 sec): 3 clusters
  Score: Raw -297134.395393 + Penalty 2647.020735 = -294487.374658
  nChanged 12
		SP:Iteration 27Q (66671.850000 sec): 3 clusters
  Score: Raw -297147.702487 + Penalty 2647.020735 = -294500.681752
  nChanged 11
		SP:Iteration 28Q (66672.040000 sec): 3 clusters
  Score: Raw -297159.662562 + Penalty 2647.020735 = -294512.641828
  nChanged 8
		SP:Iteration 29Q (66672.180000 sec): 3 clusters
  Score: Raw -297167.818622 + Penalty 2647.020735 = -294520.797887
  nChanged 6
		SP:Iteration 30Q (66672.330000 sec): 3 clusters
  Score: Raw -297172.029728 + Penalty 2647.020735 = -294525.008993
  nChanged 6
		SP:Iteration 31Q (66672.470000 sec): 3 clusters
  Score: Raw -297174.427190 + Penalty 2647.020735 = -294527.406455
  nChanged 0
		SP:Iteration 32F (66672.610000 sec): 3 clusters
  Score: Raw -297174.427190 + Penalty 2647.020735 = -294527.406455
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 40 (6878 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66672.730000 sec): 2 clusters
  Score: Raw -573526.353189 + Penalty 1435.863519 = -572090.489671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66672.920000 sec): 3 clusters
  Score: Raw -569776.537986 + Penalty 2871.727037 = -566904.810949
  nChanged 2871
		SP:Iteration 1F (66673.110000 sec): 3 clusters
  Score: Raw -571363.767401 + Penalty 2871.727037 = -568492.040364
  nChanged 460
		SP:Iteration 2F (66673.290000 sec): 3 clusters
  Score: Raw -571587.854237 + Penalty 2871.727037 = -568716.127200
  nChanged 337
		SP:Iteration 3Q (66673.470000 sec): 3 clusters
  Score: Raw -571751.196688 + Penalty 2871.727037 = -568879.469651
  nChanged 273
		SP:Iteration 4Q (66673.650000 sec): 3 clusters
  Score: Raw -571898.500978 + Penalty 2871.727037 = -569026.773941
  nChanged 271
		SP:Iteration 5Q (66673.870000 sec): 3 clusters
  Score: Raw -572037.995483 + Penalty 2871.727037 = -569166.268446
  nChanged 259
		SP:Iteration 6Q (66674.060000 sec): 3 clusters
  Score: Raw -572172.038657 + Penalty 2871.727037 = -569300.311620
  nChanged 252
		SP:Iteration 7Q (66674.230000 sec): 3 clusters
  Score: Raw -572303.698314 + Penalty 2871.727037 = -569431.971277
  nChanged 219
		SP:Iteration 8Q (66674.400000 sec): 3 clusters
  Score: Raw -572404.208687 + Penalty 2871.727037 = -569532.481650
  nChanged 192
		SP:Iteration 9Q (66674.570000 sec): 3 clusters
  Score: Raw -572494.920977 + Penalty 2871.727037 = -569623.193940
  nChanged 206
		SP:Iteration 10Q (66674.790000 sec): 3 clusters
  Score: Raw -572592.492790 + Penalty 2871.727037 = -569720.765753
  nChanged 192
		SP:Iteration 11Q (66674.950000 sec): 3 clusters
  Score: Raw -572682.524446 + Penalty 2871.727037 = -569810.797409
  nChanged 193
		SP:Iteration 12Q (66675.130000 sec): 3 clusters
  Score: Raw -572777.469866 + Penalty 2871.727037 = -569905.742829
  nChanged 182
		SP:Iteration 13Q (66675.320000 sec): 3 clusters
  Score: Raw -572866.192670 + Penalty 2871.727037 = -569994.465633
  nChanged 180
		SP:Iteration 14Q (66675.510000 sec): 3 clusters
  Score: Raw -572951.335052 + Penalty 2871.727037 = -570079.608015
  nChanged 174
		SP:Iteration 15Q (66675.710000 sec): 3 clusters
  Score: Raw -573036.207774 + Penalty 2871.727037 = -570164.480737
  nChanged 178
		SP:Iteration 16Q (66675.910000 sec): 3 clusters
  Score: Raw -573123.207198 + Penalty 2871.727037 = -570251.480161
  nChanged 184
		SP:Iteration 17Q (66676.070000 sec): 3 clusters
  Score: Raw -573222.217585 + Penalty 2871.727037 = -570350.490548
  nChanged 190
		SP:Iteration 18Q (66676.250000 sec): 3 clusters
  Score: Raw -573340.012897 + Penalty 2871.727037 = -570468.285860
  nChanged 174
		SP:Iteration 19Q (66676.440000 sec): 3 clusters
  Score: Raw -573438.541566 + Penalty 2871.727037 = -570566.814529
  nChanged 164
		SP:Iteration 20F (66676.610000 sec): 3 clusters
  Score: Raw -573539.985198 + Penalty 2871.727037 = -570668.258161
  nChanged 164
		SP:Iteration 21Q (66676.810000 sec): 3 clusters
  Score: Raw -573640.348373 + Penalty 2871.727037 = -570768.621336
  nChanged 129
		SP:Iteration 22Q (66677.010000 sec): 3 clusters
  Score: Raw -573731.500289 + Penalty 2871.727037 = -570859.773252
  nChanged 110
		SP:Iteration 23Q (66677.200000 sec): 3 clusters
  Score: Raw -573819.840100 + Penalty 2871.727037 = -570948.113063
  nChanged 98
		SP:Iteration 24Q (66677.470000 sec): 3 clusters
  Score: Raw -573901.339097 + Penalty 2871.727037 = -571029.612060
  nChanged 82
		SP:Iteration 25Q (66677.680000 sec): 3 clusters
  Score: Raw -573961.606619 + Penalty 2871.727037 = -571089.879581
  nChanged 60
		SP:Iteration 26Q (66677.870000 sec): 3 clusters
  Score: Raw -573999.914071 + Penalty 2871.727037 = -571128.187034
  nChanged 43
		SP:Iteration 27Q (66678.030000 sec): 3 clusters
  Score: Raw -574029.410843 + Penalty 2871.727037 = -571157.683806
  nChanged 36
		SP:Iteration 28Q (66678.210000 sec): 3 clusters
  Score: Raw -574051.308701 + Penalty 2871.727037 = -571179.581664
  nChanged 36
		SP:Iteration 29Q (66678.410000 sec): 3 clusters
  Score: Raw -574068.498722 + Penalty 2871.727037 = -571196.771684
  nChanged 23
		SP:Iteration 30Q (66678.580000 sec): 3 clusters
  Score: Raw -574080.902019 + Penalty 2871.727037 = -571209.174982
  nChanged 22
		SP:Iteration 31Q (66678.750000 sec): 3 clusters
  Score: Raw -574094.957269 + Penalty 2871.727037 = -571223.230232
  nChanged 20
		SP:Iteration 32Q (66678.990000 sec): 3 clusters
  Score: Raw -574105.000005 + Penalty 2871.727037 = -571233.272968
  nChanged 17
		SP:Iteration 33Q (66679.130000 sec): 3 clusters
  Score: Raw -574112.773821 + Penalty 2871.727037 = -571241.046783
  nChanged 10
		SP:Iteration 34Q (66679.310000 sec): 3 clusters
  Score: Raw -574118.286746 + Penalty 2871.727037 = -571246.559709
  nChanged 14
		SP:Iteration 35Q (66679.500000 sec): 3 clusters
  Score: Raw -574125.937215 + Penalty 2871.727037 = -571254.210178
  nChanged 8
		SP:Iteration 36Q (66679.690000 sec): 3 clusters
  Score: Raw -574129.439589 + Penalty 2871.727037 = -571257.712552
  nChanged 4
		SP:Iteration 37Q (66679.910000 sec): 3 clusters
  Score: Raw -574131.316850 + Penalty 2871.727037 = -571259.589813
  nChanged 4
		SP:Iteration 38Q (66680.060000 sec): 3 clusters
  Score: Raw -574133.813380 + Penalty 2871.727037 = -571262.086343
  nChanged 4
		SP:Iteration 39Q (66680.230000 sec): 3 clusters
  Score: Raw -574136.659844 + Penalty 2871.727037 = -571264.932807
  nChanged 5
		SP:Iteration 40F (66680.420000 sec): 3 clusters
  Score: Raw -574139.862607 + Penalty 2871.727037 = -571268.135570
  nChanged 3
		SP:Iteration 41Q (66680.610000 sec): 3 clusters
  Score: Raw -574140.914545 + Penalty 2871.727037 = -571269.187508
  nChanged 5
		SP:Iteration 42Q (66680.790000 sec): 3 clusters
  Score: Raw -574144.469399 + Penalty 2871.727037 = -571272.742362
  nChanged 7
		SP:Iteration 43Q (66681.010000 sec): 3 clusters
  Score: Raw -574147.768906 + Penalty 2871.727037 = -571276.041869
  nChanged 4
		SP:Iteration 44Q (66681.200000 sec): 3 clusters
  Score: Raw -574149.564670 + Penalty 2871.727037 = -571277.837633
  nChanged 4
		SP:Iteration 45Q (66681.380000 sec): 3 clusters
  Score: Raw -574150.897684 + Penalty 2871.727037 = -571279.170647
  nChanged 2
		SP:Iteration 46Q (66681.680000 sec): 3 clusters
  Score: Raw -574151.545638 + Penalty 2871.727037 = -571279.818601
  nChanged 0
		SP:Iteration 47F (66681.820000 sec): 3 clusters
  Score: Raw -574151.545638 + Penalty 2871.727037 = -571279.818601
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 41 (9380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66681.980000 sec): 2 clusters
  Score: Raw -750386.328478 + Penalty 1486.279444 = -748900.049034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66682.120000 sec): 3 clusters
  Score: Raw -745073.720161 + Penalty 2972.558889 = -742101.161272
  nChanged 4068
		SP:Iteration 1F (66682.260000 sec): 3 clusters
  Score: Raw -747296.768305 + Penalty 2972.558889 = -744324.209417
  nChanged 595
		SP:Iteration 2F (66682.450000 sec): 3 clusters
  Score: Raw -747562.795569 + Penalty 2972.558889 = -744590.236680
  nChanged 500
		SP:Iteration 3F (66682.620000 sec): 3 clusters
  Score: Raw -747821.970002 + Penalty 2972.558889 = -744849.411114
  nChanged 496
		SP:Iteration 4F (66682.820000 sec): 3 clusters
  Score: Raw -748122.071381 + Penalty 2972.558889 = -745149.512492
  nChanged 511
		SP:Iteration 5F (66683.000000 sec): 3 clusters
  Score: Raw -748432.010769 + Penalty 2972.558889 = -745459.451880
  nChanged 481
		SP:Iteration 6F (66683.190000 sec): 3 clusters
  Score: Raw -748776.334195 + Penalty 2972.558889 = -745803.775307
  nChanged 497
		SP:Iteration 7F (66683.330000 sec): 3 clusters
  Score: Raw -749125.079046 + Penalty 2972.558889 = -746152.520157
  nChanged 427
		SP:Iteration 8Q (66683.500000 sec): 3 clusters
  Score: Raw -749425.406751 + Penalty 2972.558889 = -746452.847863
  nChanged 365
		SP:Iteration 9Q (66683.670000 sec): 3 clusters
  Score: Raw -749646.723736 + Penalty 2972.558889 = -746674.164847
  nChanged 301
		SP:Iteration 10Q (66683.900000 sec): 3 clusters
  Score: Raw -749799.879526 + Penalty 2972.558889 = -746827.320637
  nChanged 246
		SP:Iteration 11Q (66684.090000 sec): 3 clusters
  Score: Raw -749913.787236 + Penalty 2972.558889 = -746941.228347
  nChanged 211
		SP:Iteration 12Q (66684.230000 sec): 3 clusters
  Score: Raw -750010.889547 + Penalty 2972.558889 = -747038.330658
  nChanged 183
		SP:Iteration 13Q (66684.390000 sec): 3 clusters
  Score: Raw -750104.673815 + Penalty 2972.558889 = -747132.114926
  nChanged 183
		SP:Iteration 14Q (66684.550000 sec): 3 clusters
  Score: Raw -750191.628972 + Penalty 2972.558889 = -747219.070083
  nChanged 147
		SP:Iteration 15Q (66684.760000 sec): 3 clusters
  Score: Raw -750251.668905 + Penalty 2972.558889 = -747279.110016
  nChanged 127
		SP:Iteration 16Q (66685.020000 sec): 3 clusters
  Score: Raw -750297.927015 + Penalty 2972.558889 = -747325.368127
  nChanged 108
		SP:Iteration 17Q (66685.180000 sec): 3 clusters
  Score: Raw -750334.525677 + Penalty 2972.558889 = -747361.966788
  nChanged 94
		SP:Iteration 18Q (66685.340000 sec): 3 clusters
  Score: Raw -750369.047948 + Penalty 2972.558889 = -747396.489060
  nChanged 86
		SP:Iteration 19Q (66685.520000 sec): 3 clusters
  Score: Raw -750398.664192 + Penalty 2972.558889 = -747426.105303
  nChanged 74
		SP:Iteration 20F (66685.690000 sec): 3 clusters
  Score: Raw -750420.785416 + Penalty 2972.558889 = -747448.226528
  nChanged 64
		SP:Iteration 21Q (66685.930000 sec): 3 clusters
  Score: Raw -750434.430322 + Penalty 2972.558889 = -747461.871434
  nChanged 45
		SP:Iteration 22Q (66686.130000 sec): 3 clusters
  Score: Raw -750443.020470 + Penalty 2972.558889 = -747470.461582
  nChanged 38
		SP:Iteration 23Q (66686.300000 sec): 3 clusters
  Score: Raw -750449.888141 + Penalty 2972.558889 = -747477.329252
  nChanged 34
		SP:Iteration 24Q (66686.470000 sec): 3 clusters
  Score: Raw -750455.213658 + Penalty 2972.558889 = -747482.654769
  nChanged 27
		SP:Iteration 25Q (66686.650000 sec): 3 clusters
  Score: Raw -750459.216001 + Penalty 2972.558889 = -747486.657112
  nChanged 19
		SP:Iteration 26Q (66686.900000 sec): 3 clusters
  Score: Raw -750462.426840 + Penalty 2972.558889 = -747489.867952
  nChanged 17
		SP:Iteration 27Q (66687.030000 sec): 3 clusters
  Score: Raw -750464.750739 + Penalty 2972.558889 = -747492.191850
  nChanged 15
		SP:Iteration 28Q (66687.220000 sec): 3 clusters
  Score: Raw -750466.895529 + Penalty 2972.558889 = -747494.336641
  nChanged 7
		SP:Iteration 29Q (66687.430000 sec): 3 clusters
  Score: Raw -750467.797998 + Penalty 2972.558889 = -747495.239110
  nChanged 7
		SP:Iteration 30Q (66687.640000 sec): 3 clusters
  Score: Raw -750468.405616 + Penalty 2972.558889 = -747495.846728
  nChanged 4
		SP:Iteration 31Q (66687.850000 sec): 3 clusters
  Score: Raw -750468.698359 + Penalty 2972.558889 = -747496.139471
  nChanged 3
		SP:Iteration 32Q (66688.040000 sec): 3 clusters
  Score: Raw -750469.339597 + Penalty 2972.558889 = -747496.780708
  nChanged 4
		SP:Iteration 33Q (66688.230000 sec): 3 clusters
  Score: Raw -750469.826491 + Penalty 2972.558889 = -747497.267602
  nChanged 2
		SP:Iteration 34Q (66688.400000 sec): 3 clusters
  Score: Raw -750470.309644 + Penalty 2972.558889 = -747497.750755
  nChanged 2
		SP:Iteration 35Q (66688.560000 sec): 3 clusters
  Score: Raw -750470.443727 + Penalty 2972.558889 = -747497.884838
  nChanged 1
		SP:Iteration 36Q (66688.770000 sec): 3 clusters
  Score: Raw -750470.676955 + Penalty 2972.558889 = -747498.118066
  nChanged 2
		SP:Iteration 37Q (66688.930000 sec): 3 clusters
  Score: Raw -750470.831868 + Penalty 2972.558889 = -747498.272979
  nChanged 2
		SP:Iteration 38Q (66689.090000 sec): 3 clusters
  Score: Raw -750471.132100 + Penalty 2972.558889 = -747498.573211
  nChanged 2
		SP:Iteration 39Q (66689.250000 sec): 3 clusters
  Score: Raw -750471.355154 + Penalty 2972.558889 = -747498.796266
  nChanged 0
		SP:Iteration 40F (66689.410000 sec): 3 clusters
  Score: Raw -750471.355154 + Penalty 2972.558889 = -747498.796266
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 42 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66689.550000 sec): 2 clusters
  Score: Raw -43339.896402 + Penalty 1002.561744 = -42337.334658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66689.670000 sec): 3 clusters
  Score: Raw -43281.071250 + Penalty 2005.123488 = -41275.947762
  nChanged 97
		SP:Iteration 1F (66689.790000 sec): 3 clusters
  Score: Raw -43416.708763 + Penalty 2005.123488 = -41411.585275
  nChanged 23
		SP:Iteration 2Q (66689.910000 sec): 3 clusters
  Score: Raw -43447.626392 + Penalty 2005.123488 = -41442.502904
  nChanged 10
		SP:Iteration 3Q (66690.040000 sec): 3 clusters
  Score: Raw -43461.045128 + Penalty 2005.123488 = -41455.921640
  nChanged 5
		SP:Iteration 4Q (66690.170000 sec): 3 clusters
  Score: Raw -43471.047397 + Penalty 2005.123488 = -41465.923909
  nChanged 2
		SP:Iteration 5Q (66690.330000 sec): 3 clusters
  Score: Raw -43473.351874 + Penalty 2005.123488 = -41468.228386
  nChanged 0
		SP:Iteration 6F (66690.460000 sec): 3 clusters
  Score: Raw -43473.351874 + Penalty 2005.123488 = -41468.228386
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 43 (9635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66690.600000 sec): 2 clusters
  Score: Raw -782890.090166 + Penalty 1490.638107 = -781399.452059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66690.780000 sec): 3 clusters
  Score: Raw -777413.417089 + Penalty 2981.276214 = -774432.140875
  nChanged 4155
		SP:Iteration 1F (66690.990000 sec): 3 clusters
  Score: Raw -779680.619622 + Penalty 2981.276214 = -776699.343408
  nChanged 685
		SP:Iteration 2F (66691.240000 sec): 3 clusters
  Score: Raw -780030.833379 + Penalty 2981.276214 = -777049.557165
  nChanged 629
		SP:Iteration 3F (66691.430000 sec): 3 clusters
  Score: Raw -780440.883833 + Penalty 2981.276214 = -777459.607619
  nChanged 684
		SP:Iteration 4F (66691.630000 sec): 3 clusters
  Score: Raw -780945.467468 + Penalty 2981.276214 = -777964.191254
  nChanged 661
		SP:Iteration 5F (66691.840000 sec): 3 clusters
  Score: Raw -781476.266783 + Penalty 2981.276214 = -778494.990569
  nChanged 635
		SP:Iteration 6F (66692.010000 sec): 3 clusters
  Score: Raw -782044.714040 + Penalty 2981.276214 = -779063.437826
  nChanged 528
		SP:Iteration 7F (66692.180000 sec): 3 clusters
  Score: Raw -782576.395177 + Penalty 2981.276214 = -779595.118963
  nChanged 418
		SP:Iteration 8Q (66692.390000 sec): 3 clusters
  Score: Raw -782991.075428 + Penalty 2981.276214 = -780009.799214
  nChanged 264
		SP:Iteration 9Q (66692.550000 sec): 3 clusters
  Score: Raw -783215.662166 + Penalty 2981.276214 = -780234.385952
  nChanged 152
		SP:Iteration 10Q (66692.730000 sec): 3 clusters
  Score: Raw -783338.459220 + Penalty 2981.276214 = -780357.183006
  nChanged 102
		SP:Iteration 11Q (66692.900000 sec): 3 clusters
  Score: Raw -783414.949482 + Penalty 2981.276214 = -780433.673269
  nChanged 61
		SP:Iteration 12Q (66693.060000 sec): 3 clusters
  Score: Raw -783461.156270 + Penalty 2981.276214 = -780479.880056
  nChanged 28
		SP:Iteration 13Q (66693.310000 sec): 3 clusters
  Score: Raw -783477.866565 + Penalty 2981.276214 = -780496.590351
  nChanged 14
		SP:Iteration 14Q (66693.520000 sec): 3 clusters
  Score: Raw -783486.545563 + Penalty 2981.276214 = -780505.269349
  nChanged 8
		SP:Iteration 15Q (66693.720000 sec): 3 clusters
  Score: Raw -783492.600577 + Penalty 2981.276214 = -780511.324363
  nChanged 4
		SP:Iteration 16Q (66693.930000 sec): 3 clusters
  Score: Raw -783494.648657 + Penalty 2981.276214 = -780513.372444
  nChanged 4
		SP:Iteration 17Q (66694.120000 sec): 3 clusters
  Score: Raw -783497.885793 + Penalty 2981.276214 = -780516.609579
  nChanged 3
		SP:Iteration 18Q (66694.350000 sec): 3 clusters
  Score: Raw -783499.676408 + Penalty 2981.276214 = -780518.400194
  nChanged 1
		SP:Iteration 19Q (66694.510000 sec): 3 clusters
  Score: Raw -783500.476938 + Penalty 2981.276214 = -780519.200724
  nChanged 1
		SP:Iteration 20F (66694.710000 sec): 3 clusters
  Score: Raw -783500.991569 + Penalty 2981.276214 = -780519.715355
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 44 (3366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66694.830000 sec): 2 clusters
  Score: Raw -279973.955084 + Penalty 1319.740561 = -278654.214523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66694.990000 sec): 3 clusters
  Score: Raw -278360.968080 + Penalty 2639.481122 = -275721.486959
  nChanged 1319
		SP:Iteration 1F (66695.150000 sec): 3 clusters
  Score: Raw -279252.937587 + Penalty 2639.481122 = -276613.456465
  nChanged 331
		SP:Iteration 2F (66695.310000 sec): 3 clusters
  Score: Raw -279598.884263 + Penalty 2639.481122 = -276959.403141
  nChanged 260
		SP:Iteration 3F (66695.470000 sec): 3 clusters
  Score: Raw -279901.666264 + Penalty 2639.481122 = -277262.185142
  nChanged 227
		SP:Iteration 4F (66695.630000 sec): 3 clusters
  Score: Raw -280125.061029 + Penalty 2639.481122 = -277485.579907
  nChanged 186
		SP:Iteration 5F (66695.790000 sec): 3 clusters
  Score: Raw -280293.231183 + Penalty 2639.481122 = -277653.750061
  nChanged 119
		SP:Iteration 6Q (66695.950000 sec): 3 clusters
  Score: Raw -280385.736567 + Penalty 2639.481122 = -277746.255445
  nChanged 93
		SP:Iteration 7Q (66696.110000 sec): 3 clusters
  Score: Raw -280461.866166 + Penalty 2639.481122 = -277822.385044
  nChanged 89
		SP:Iteration 8Q (66696.260000 sec): 3 clusters
  Score: Raw -280541.407079 + Penalty 2639.481122 = -277901.925958
  nChanged 89
		SP:Iteration 9Q (66696.410000 sec): 3 clusters
  Score: Raw -280601.524586 + Penalty 2639.481122 = -277962.043464
  nChanged 61
		SP:Iteration 10Q (66696.590000 sec): 3 clusters
  Score: Raw -280642.709411 + Penalty 2639.481122 = -278003.228289
  nChanged 59
		SP:Iteration 11Q (66696.710000 sec): 3 clusters
  Score: Raw -280687.251943 + Penalty 2639.481122 = -278047.770821
  nChanged 59
		SP:Iteration 12Q (66696.840000 sec): 3 clusters
  Score: Raw -280719.801116 + Penalty 2639.481122 = -278080.319994
  nChanged 47
		SP:Iteration 13Q (66696.990000 sec): 3 clusters
  Score: Raw -280741.819685 + Penalty 2639.481122 = -278102.338563
  nChanged 31
		SP:Iteration 14Q (66697.130000 sec): 3 clusters
  Score: Raw -280757.633720 + Penalty 2639.481122 = -278118.152599
  nChanged 26
		SP:Iteration 15Q (66697.270000 sec): 3 clusters
  Score: Raw -280770.504688 + Penalty 2639.481122 = -278131.023566
  nChanged 24
		SP:Iteration 16Q (66697.420000 sec): 3 clusters
  Score: Raw -280780.874643 + Penalty 2639.481122 = -278141.393522
  nChanged 18
		SP:Iteration 17Q (66697.560000 sec): 3 clusters
  Score: Raw -280787.576840 + Penalty 2639.481122 = -278148.095719
  nChanged 12
		SP:Iteration 18Q (66697.740000 sec): 3 clusters
  Score: Raw -280792.905281 + Penalty 2639.481122 = -278153.424159
  nChanged 6
		SP:Iteration 19Q (66697.960000 sec): 3 clusters
  Score: Raw -280794.511404 + Penalty 2639.481122 = -278155.030283
  nChanged 4
		SP:Iteration 20F (66698.110000 sec): 3 clusters
  Score: Raw -280795.178498 + Penalty 2639.481122 = -278155.697376
  nChanged 1
		SP:Iteration 21Q (66698.260000 sec): 3 clusters
  Score: Raw -280795.354421 + Penalty 2639.481122 = -278155.873299
  nChanged 1
		SP:Iteration 22Q (66698.430000 sec): 3 clusters
  Score: Raw -280795.538664 + Penalty 2639.481122 = -278156.057543
  nChanged 0
		SP:Iteration 23F (66698.550000 sec): 3 clusters
  Score: Raw -280795.538664 + Penalty 2639.481122 = -278156.057543
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 45 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66698.650000 sec): 2 clusters
  Score: Raw -19026.425410 + Penalty 915.071915 = -18111.353495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66698.770000 sec): 3 clusters
  Score: Raw -19133.868741 + Penalty 1830.143829 = -17303.724912
  nChanged 46
		SP:Iteration 1F (66698.910000 sec): 3 clusters
  Score: Raw -19222.002984 + Penalty 1830.143829 = -17391.859155
  nChanged 14
		SP:Iteration 2F (66699.070000 sec): 3 clusters
  Score: Raw -19255.037159 + Penalty 1830.143829 = -17424.893330
  nChanged 9
		SP:Iteration 3Q (66699.230000 sec): 3 clusters
  Score: Raw -19273.359415 + Penalty 1830.143829 = -17443.215586
  nChanged 4
		SP:Iteration 4Q (66699.390000 sec): 3 clusters
  Score: Raw -19281.508954 + Penalty 1830.143829 = -17451.365125
  nChanged 5
		SP:Iteration 5Q (66699.550000 sec): 3 clusters
  Score: Raw -19294.300324 + Penalty 1830.143829 = -17464.156495
  nChanged 2
		SP:Iteration 6Q (66699.700000 sec): 3 clusters
  Score: Raw -19297.469973 + Penalty 1830.143829 = -17467.326144
  nChanged 1
		SP:Iteration 7Q (66699.890000 sec): 3 clusters
  Score: Raw -19300.722260 + Penalty 1830.143829 = -17470.578431
  nChanged 1
		SP:Iteration 8Q (66700.020000 sec): 3 clusters
  Score: Raw -19307.699097 + Penalty 1830.143829 = -17477.555268
  nChanged 2
		SP:Iteration 9Q (66700.150000 sec): 3 clusters
  Score: Raw -19319.221104 + Penalty 1830.143829 = -17489.077275
  nChanged 1
		SP:Iteration 10Q (66700.300000 sec): 3 clusters
  Score: Raw -19321.038104 + Penalty 1830.143829 = -17490.894275
  nChanged 0
		SP:Iteration 11F (66700.440000 sec): 3 clusters
  Score: Raw -19321.038104 + Penalty 1830.143829 = -17490.894275
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 46 (1779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66700.530000 sec): 2 clusters
  Score: Raw -142433.023335 + Penalty 1216.118587 = -141216.904748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66700.710000 sec): 3 clusters
  Score: Raw -141682.238371 + Penalty 2432.237173 = -139250.001197
  nChanged 603
		SP:Iteration 1F (66700.880000 sec): 3 clusters
  Score: Raw -142086.553252 + Penalty 2432.237173 = -139654.316078
  nChanged 139
		SP:Iteration 2F (66701.010000 sec): 3 clusters
  Score: Raw -142191.112812 + Penalty 2432.237173 = -139758.875638
  nChanged 77
		SP:Iteration 3Q (66701.140000 sec): 3 clusters
  Score: Raw -142247.021781 + Penalty 2432.237173 = -139814.784608
  nChanged 52
		SP:Iteration 4Q (66701.290000 sec): 3 clusters
  Score: Raw -142276.962100 + Penalty 2432.237173 = -139844.724927
  nChanged 28
		SP:Iteration 5Q (66701.430000 sec): 3 clusters
  Score: Raw -142291.112564 + Penalty 2432.237173 = -139858.875391
  nChanged 15
		SP:Iteration 6Q (66701.570000 sec): 3 clusters
  Score: Raw -142300.718178 + Penalty 2432.237173 = -139868.481004
  nChanged 19
		SP:Iteration 7Q (66701.710000 sec): 3 clusters
  Score: Raw -142310.535118 + Penalty 2432.237173 = -139878.297944
  nChanged 13
		SP:Iteration 8Q (66701.880000 sec): 3 clusters
  Score: Raw -142317.744764 + Penalty 2432.237173 = -139885.507591
  nChanged 13
		SP:Iteration 9Q (66702.080000 sec): 3 clusters
  Score: Raw -142326.409425 + Penalty 2432.237173 = -139894.172251
  nChanged 17
		SP:Iteration 10Q (66702.210000 sec): 3 clusters
  Score: Raw -142336.147866 + Penalty 2432.237173 = -139903.910692
  nChanged 13
		SP:Iteration 11Q (66702.340000 sec): 3 clusters
  Score: Raw -142343.548597 + Penalty 2432.237173 = -139911.311423
  nChanged 14
		SP:Iteration 12Q (66702.470000 sec): 3 clusters
  Score: Raw -142351.899151 + Penalty 2432.237173 = -139919.661978
  nChanged 7
		SP:Iteration 13Q (66702.610000 sec): 3 clusters
  Score: Raw -142356.410473 + Penalty 2432.237173 = -139924.173300
  nChanged 6
		SP:Iteration 14Q (66702.760000 sec): 3 clusters
  Score: Raw -142358.528271 + Penalty 2432.237173 = -139926.291097
  nChanged 3
		SP:Iteration 15Q (66702.930000 sec): 3 clusters
  Score: Raw -142359.836687 + Penalty 2432.237173 = -139927.599514
  nChanged 3
		SP:Iteration 16Q (66703.060000 sec): 3 clusters
  Score: Raw -142363.462258 + Penalty 2432.237173 = -139931.225084
  nChanged 4
		SP:Iteration 17Q (66703.190000 sec): 3 clusters
  Score: Raw -142365.725300 + Penalty 2432.237173 = -139933.488127
  nChanged 2
		SP:Iteration 18Q (66703.320000 sec): 3 clusters
  Score: Raw -142367.090965 + Penalty 2432.237173 = -139934.853791
  nChanged 5
		SP:Iteration 19Q (66703.460000 sec): 3 clusters
  Score: Raw -142369.814582 + Penalty 2432.237173 = -139937.577408
  nChanged 4
		SP:Iteration 20F (66703.610000 sec): 3 clusters
  Score: Raw -142371.387347 + Penalty 2432.237173 = -139939.150173
  nChanged 3
		SP:Iteration 21Q (66703.750000 sec): 3 clusters
  Score: Raw -142372.768072 + Penalty 2432.237173 = -139940.530899
  nChanged 2
		SP:Iteration 22Q (66703.890000 sec): 3 clusters
  Score: Raw -142374.137537 + Penalty 2432.237173 = -139941.900363
  nChanged 6
		SP:Iteration 23Q (66704.080000 sec): 3 clusters
  Score: Raw -142377.337513 + Penalty 2432.237173 = -139945.100339
  nChanged 6
		SP:Iteration 24Q (66704.210000 sec): 3 clusters
  Score: Raw -142379.989586 + Penalty 2432.237173 = -139947.752413
  nChanged 7
		SP:Iteration 25Q (66704.400000 sec): 3 clusters
  Score: Raw -142383.511129 + Penalty 2432.237173 = -139951.273956
  nChanged 10
		SP:Iteration 26Q (66704.530000 sec): 3 clusters
  Score: Raw -142387.825759 + Penalty 2432.237173 = -139955.588585
  nChanged 5
		SP:Iteration 27Q (66704.690000 sec): 3 clusters
  Score: Raw -142390.074547 + Penalty 2432.237173 = -139957.837374
  nChanged 8
		SP:Iteration 28Q (66704.850000 sec): 3 clusters
  Score: Raw -142393.807441 + Penalty 2432.237173 = -139961.570268
  nChanged 3
		SP:Iteration 29Q (66705.010000 sec): 3 clusters
  Score: Raw -142396.600317 + Penalty 2432.237173 = -139964.363143
  nChanged 7
		SP:Iteration 30Q (66705.170000 sec): 3 clusters
  Score: Raw -142402.392640 + Penalty 2432.237173 = -139970.155466
  nChanged 14
		SP:Iteration 31Q (66705.330000 sec): 3 clusters
  Score: Raw -142409.847854 + Penalty 2432.237173 = -139977.610680
  nChanged 6
		SP:Iteration 32Q (66705.480000 sec): 3 clusters
  Score: Raw -142412.545871 + Penalty 2432.237173 = -139980.308697
  nChanged 7
		SP:Iteration 33Q (66705.610000 sec): 3 clusters
  Score: Raw -142415.304612 + Penalty 2432.237173 = -139983.067438
  nChanged 4
		SP:Iteration 34Q (66705.690000 sec): 3 clusters
  Score: Raw -142416.451942 + Penalty 2432.237173 = -139984.214769
  nChanged 2
		SP:Iteration 35Q (66705.870000 sec): 3 clusters
  Score: Raw -142416.932861 + Penalty 2432.237173 = -139984.695688
  nChanged 2
		SP:Iteration 36Q (66706.010000 sec): 3 clusters
  Score: Raw -142417.406690 + Penalty 2432.237173 = -139985.169517
  nChanged 0
		SP:Iteration 37F (66706.150000 sec): 3 clusters
  Score: Raw -142417.406690 + Penalty 2432.237173 = -139985.169517
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 47 (7162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66706.230000 sec): 2 clusters
  Score: Raw -598050.240060 + Penalty 1442.438489 = -596607.801571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66706.420000 sec): 3 clusters
  Score: Raw -594165.140116 + Penalty 2884.876979 = -591280.263137
  nChanged 2992
		SP:Iteration 1F (66706.640000 sec): 3 clusters
  Score: Raw -595761.738782 + Penalty 2884.876979 = -592876.861803
  nChanged 455
		SP:Iteration 2F (66706.840000 sec): 3 clusters
  Score: Raw -595965.994846 + Penalty 2884.876979 = -593081.117867
  nChanged 333
		SP:Iteration 3Q (66706.980000 sec): 3 clusters
  Score: Raw -596119.262710 + Penalty 2884.876979 = -593234.385731
  nChanged 291
		SP:Iteration 4Q (66707.150000 sec): 3 clusters
  Score: Raw -596254.849248 + Penalty 2884.876979 = -593369.972269
  nChanged 261
		SP:Iteration 5Q (66707.370000 sec): 3 clusters
  Score: Raw -596389.929763 + Penalty 2884.876979 = -593505.052784
  nChanged 272
		SP:Iteration 6Q (66707.540000 sec): 3 clusters
  Score: Raw -596537.159276 + Penalty 2884.876979 = -593652.282297
  nChanged 253
		SP:Iteration 7Q (66707.720000 sec): 3 clusters
  Score: Raw -596686.626184 + Penalty 2884.876979 = -593801.749205
  nChanged 257
		SP:Iteration 8Q (66707.900000 sec): 3 clusters
  Score: Raw -596834.027346 + Penalty 2884.876979 = -593949.150367
  nChanged 244
		SP:Iteration 9Q (66708.080000 sec): 3 clusters
  Score: Raw -596972.804424 + Penalty 2884.876979 = -594087.927445
  nChanged 240
		SP:Iteration 10Q (66708.300000 sec): 3 clusters
  Score: Raw -597127.253058 + Penalty 2884.876979 = -594242.376079
  nChanged 274
		SP:Iteration 11Q (66708.520000 sec): 3 clusters
  Score: Raw -597332.036709 + Penalty 2884.876979 = -594447.159730
  nChanged 228
		SP:Iteration 12Q (66708.670000 sec): 3 clusters
  Score: Raw -597486.833660 + Penalty 2884.876979 = -594601.956681
  nChanged 199
		SP:Iteration 13Q (66708.850000 sec): 3 clusters
  Score: Raw -597624.744583 + Penalty 2884.876979 = -594739.867604
  nChanged 195
		SP:Iteration 14Q (66709.040000 sec): 3 clusters
  Score: Raw -597769.033597 + Penalty 2884.876979 = -594884.156618
  nChanged 155
		SP:Iteration 15Q (66709.210000 sec): 3 clusters
  Score: Raw -597884.383452 + Penalty 2884.876979 = -594999.506473
  nChanged 121
		SP:Iteration 16Q (66709.400000 sec): 3 clusters
  Score: Raw -597967.942953 + Penalty 2884.876979 = -595083.065974
  nChanged 99
		SP:Iteration 17Q (66709.600000 sec): 3 clusters
  Score: Raw -598042.452517 + Penalty 2884.876979 = -595157.575538
  nChanged 74
		SP:Iteration 18Q (66709.790000 sec): 3 clusters
  Score: Raw -598096.439573 + Penalty 2884.876979 = -595211.562594
  nChanged 50
		SP:Iteration 19Q (66710.020000 sec): 3 clusters
  Score: Raw -598133.431444 + Penalty 2884.876979 = -595248.554465
  nChanged 35
		SP:Iteration 20F (66710.260000 sec): 3 clusters
  Score: Raw -598158.897302 + Penalty 2884.876979 = -595274.020323
  nChanged 25
		SP:Iteration 21Q (66710.470000 sec): 3 clusters
  Score: Raw -598179.471691 + Penalty 2884.876979 = -595294.594712
  nChanged 20
		SP:Iteration 22Q (66710.630000 sec): 3 clusters
  Score: Raw -598196.284993 + Penalty 2884.876979 = -595311.408015
  nChanged 23
		SP:Iteration 23Q (66710.810000 sec): 3 clusters
  Score: Raw -598214.358196 + Penalty 2884.876979 = -595329.481217
  nChanged 16
		SP:Iteration 24Q (66710.990000 sec): 3 clusters
  Score: Raw -598230.621482 + Penalty 2884.876979 = -595345.744503
  nChanged 17
		SP:Iteration 25Q (66711.180000 sec): 3 clusters
  Score: Raw -598246.530257 + Penalty 2884.876979 = -595361.653278
  nChanged 11
		SP:Iteration 26Q (66711.400000 sec): 3 clusters
  Score: Raw -598256.183717 + Penalty 2884.876979 = -595371.306738
  nChanged 5
		SP:Iteration 27Q (66711.590000 sec): 3 clusters
  Score: Raw -598260.992244 + Penalty 2884.876979 = -595376.115265
  nChanged 4
		SP:Iteration 28Q (66711.760000 sec): 3 clusters
  Score: Raw -598263.435615 + Penalty 2884.876979 = -595378.558636
  nChanged 3
		SP:Iteration 29Q (66711.940000 sec): 3 clusters
  Score: Raw -598266.570707 + Penalty 2884.876979 = -595381.693728
  nChanged 0
		SP:Iteration 30F (66712.120000 sec): 3 clusters
  Score: Raw -598266.570707 + Penalty 2884.876979 = -595381.693728
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 48 (10042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66712.250000 sec): 2 clusters
  Score: Raw -768089.956619 + Penalty 1497.361381 = -766592.595238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66712.510000 sec): 3 clusters
  Score: Raw -762347.432022 + Penalty 2994.722762 = -759352.709260
  nChanged 4380
		SP:Iteration 1F (66712.690000 sec): 3 clusters
  Score: Raw -764909.796743 + Penalty 2994.722762 = -761915.073981
  nChanged 723
		SP:Iteration 2F (66712.860000 sec): 3 clusters
  Score: Raw -765278.493593 + Penalty 2994.722762 = -762283.770831
  nChanged 581
		SP:Iteration 3F (66713.030000 sec): 3 clusters
  Score: Raw -765571.499660 + Penalty 2994.722762 = -762576.776898
  nChanged 503
		SP:Iteration 4F (66713.270000 sec): 3 clusters
  Score: Raw -765838.673512 + Penalty 2994.722762 = -762843.950749
  nChanged 486
		SP:Iteration 5Q (66713.480000 sec): 3 clusters
  Score: Raw -766124.851366 + Penalty 2994.722762 = -763130.128603
  nChanged 483
		SP:Iteration 6Q (66713.690000 sec): 3 clusters
  Score: Raw -766402.292100 + Penalty 2994.722762 = -763407.569337
  nChanged 443
		SP:Iteration 7Q (66713.850000 sec): 3 clusters
  Score: Raw -766631.149271 + Penalty 2994.722762 = -763636.426509
  nChanged 389
		SP:Iteration 8Q (66714.030000 sec): 3 clusters
  Score: Raw -766808.872244 + Penalty 2994.722762 = -763814.149481
  nChanged 335
		SP:Iteration 9Q (66714.210000 sec): 3 clusters
  Score: Raw -766968.194704 + Penalty 2994.722762 = -763973.471941
  nChanged 330
		SP:Iteration 10Q (66714.400000 sec): 3 clusters
  Score: Raw -767118.487549 + Penalty 2994.722762 = -764123.764786
  nChanged 295
		SP:Iteration 11Q (66714.550000 sec): 3 clusters
  Score: Raw -767250.573258 + Penalty 2994.722762 = -764255.850495
  nChanged 271
		SP:Iteration 12Q (66714.730000 sec): 3 clusters
  Score: Raw -767370.448027 + Penalty 2994.722762 = -764375.725264
  nChanged 249
		SP:Iteration 13Q (66714.880000 sec): 3 clusters
  Score: Raw -767483.561416 + Penalty 2994.722762 = -764488.838654
  nChanged 231
		SP:Iteration 14Q (66715.040000 sec): 3 clusters
  Score: Raw -767566.808924 + Penalty 2994.722762 = -764572.086162
  nChanged 169
		SP:Iteration 15Q (66715.230000 sec): 3 clusters
  Score: Raw -767625.547509 + Penalty 2994.722762 = -764630.824747
  nChanged 150
		SP:Iteration 16Q (66715.420000 sec): 3 clusters
  Score: Raw -767674.133461 + Penalty 2994.722762 = -764679.410698
  nChanged 147
		SP:Iteration 17Q (66715.680000 sec): 3 clusters
  Score: Raw -767721.027889 + Penalty 2994.722762 = -764726.305126
  nChanged 132
		SP:Iteration 18Q (66715.840000 sec): 3 clusters
  Score: Raw -767771.485425 + Penalty 2994.722762 = -764776.762663
  nChanged 148
		SP:Iteration 19Q (66716.070000 sec): 3 clusters
  Score: Raw -767837.927922 + Penalty 2994.722762 = -764843.205159
  nChanged 174
		SP:Iteration 20F (66716.280000 sec): 3 clusters
  Score: Raw -767927.367826 + Penalty 2994.722762 = -764932.645064
  nChanged 168
		SP:Iteration 21Q (66716.470000 sec): 3 clusters
  Score: Raw -768025.203906 + Penalty 2994.722762 = -765030.481144
  nChanged 181
		SP:Iteration 22Q (66716.660000 sec): 3 clusters
  Score: Raw -768118.765872 + Penalty 2994.722762 = -765124.043110
  nChanged 164
		SP:Iteration 23Q (66716.880000 sec): 3 clusters
  Score: Raw -768202.808828 + Penalty 2994.722762 = -765208.086066
  nChanged 145
		SP:Iteration 24Q (66717.070000 sec): 3 clusters
  Score: Raw -768269.731897 + Penalty 2994.722762 = -765275.009134
  nChanged 117
		SP:Iteration 25Q (66717.240000 sec): 3 clusters
  Score: Raw -768319.037685 + Penalty 2994.722762 = -765324.314923
  nChanged 106
		SP:Iteration 26Q (66717.430000 sec): 3 clusters
  Score: Raw -768364.714502 + Penalty 2994.722762 = -765369.991740
  nChanged 91
		SP:Iteration 27Q (66717.720000 sec): 3 clusters
  Score: Raw -768403.002233 + Penalty 2994.722762 = -765408.279471
  nChanged 93
		SP:Iteration 28Q (66717.890000 sec): 3 clusters
  Score: Raw -768440.058152 + Penalty 2994.722762 = -765445.335389
  nChanged 93
		SP:Iteration 29Q (66718.080000 sec): 3 clusters
  Score: Raw -768475.302033 + Penalty 2994.722762 = -765480.579270
  nChanged 87
		SP:Iteration 30Q (66718.290000 sec): 3 clusters
  Score: Raw -768501.036702 + Penalty 2994.722762 = -765506.313939
  nChanged 69
		SP:Iteration 31Q (66718.430000 sec): 3 clusters
  Score: Raw -768519.163232 + Penalty 2994.722762 = -765524.440470
  nChanged 52
		SP:Iteration 32Q (66718.610000 sec): 3 clusters
  Score: Raw -768533.381762 + Penalty 2994.722762 = -765538.659000
  nChanged 51
		SP:Iteration 33Q (66718.860000 sec): 3 clusters
  Score: Raw -768550.753049 + Penalty 2994.722762 = -765556.030287
  nChanged 42
		SP:Iteration 34Q (66719.060000 sec): 3 clusters
  Score: Raw -768562.503581 + Penalty 2994.722762 = -765567.780818
  nChanged 38
		SP:Iteration 35Q (66719.260000 sec): 3 clusters
  Score: Raw -768573.525076 + Penalty 2994.722762 = -765578.802314
  nChanged 50
		SP:Iteration 36Q (66719.390000 sec): 3 clusters
  Score: Raw -768586.303588 + Penalty 2994.722762 = -765591.580825
  nChanged 43
		SP:Iteration 37Q (66719.590000 sec): 3 clusters
  Score: Raw -768595.073858 + Penalty 2994.722762 = -765600.351095
  nChanged 36
		SP:Iteration 38Q (66719.790000 sec): 3 clusters
  Score: Raw -768604.095556 + Penalty 2994.722762 = -765609.372794
  nChanged 30
		SP:Iteration 39Q (66719.970000 sec): 3 clusters
  Score: Raw -768612.431668 + Penalty 2994.722762 = -765617.708905
  nChanged 31
		SP:Iteration 40F (66720.180000 sec): 3 clusters
  Score: Raw -768621.813628 + Penalty 2994.722762 = -765627.090865
  nChanged 35
		SP:Iteration 41Q (66720.350000 sec): 3 clusters
  Score: Raw -768634.444680 + Penalty 2994.722762 = -765639.721918
  nChanged 37
		SP:Iteration 42Q (66720.520000 sec): 3 clusters
  Score: Raw -768644.195183 + Penalty 2994.722762 = -765649.472420
  nChanged 33
		SP:Iteration 43Q (66720.750000 sec): 3 clusters
  Score: Raw -768653.195620 + Penalty 2994.722762 = -765658.472858
  nChanged 35
		SP:Iteration 44Q (66720.960000 sec): 3 clusters
  Score: Raw -768661.947635 + Penalty 2994.722762 = -765667.224872
  nChanged 27
		SP:Iteration 45Q (66721.100000 sec): 3 clusters
  Score: Raw -768670.581740 + Penalty 2994.722762 = -765675.858977
  nChanged 38
		SP:Iteration 46Q (66721.310000 sec): 3 clusters
  Score: Raw -768681.729550 + Penalty 2994.722762 = -765687.006787
  nChanged 30
		SP:Iteration 47Q (66721.440000 sec): 3 clusters
  Score: Raw -768689.471965 + Penalty 2994.722762 = -765694.749202
  nChanged 27
		SP:Iteration 48Q (66721.640000 sec): 3 clusters
  Score: Raw -768698.196017 + Penalty 2994.722762 = -765703.473255
  nChanged 24
		SP:Iteration 49Q (66721.820000 sec): 3 clusters
  Score: Raw -768703.704759 + Penalty 2994.722762 = -765708.981997
  nChanged 20
		SP:Iteration 50Q (66722.040000 sec): 3 clusters
  Score: Raw -768708.140751 + Penalty 2994.722762 = -765713.417989
  nChanged 20
		SP:Iteration 51Q (66722.180000 sec): 3 clusters
  Score: Raw -768713.315435 + Penalty 2994.722762 = -765718.592673
  nChanged 25
		SP:Iteration 52Q (66722.400000 sec): 3 clusters
  Score: Raw -768720.279959 + Penalty 2994.722762 = -765725.557197
  nChanged 23
		SP:Iteration 53Q (66722.580000 sec): 3 clusters
  Score: Raw -768725.748769 + Penalty 2994.722762 = -765731.026007
  nChanged 18
		SP:Iteration 54Q (66722.750000 sec): 3 clusters
  Score: Raw -768729.410240 + Penalty 2994.722762 = -765734.687477
  nChanged 17
		SP:Iteration 55Q (66722.950000 sec): 3 clusters
  Score: Raw -768734.780740 + Penalty 2994.722762 = -765740.057978
  nChanged 23
		SP:Iteration 56Q (66723.160000 sec): 3 clusters
  Score: Raw -768739.472828 + Penalty 2994.722762 = -765744.750066
  nChanged 20
		SP:Iteration 57Q (66723.370000 sec): 3 clusters
  Score: Raw -768746.335392 + Penalty 2994.722762 = -765751.612629
  nChanged 19
		SP:Iteration 58Q (66723.570000 sec): 3 clusters
  Score: Raw -768751.059009 + Penalty 2994.722762 = -765756.336247
  nChanged 21
		SP:Iteration 59Q (66723.770000 sec): 3 clusters
  Score: Raw -768755.743847 + Penalty 2994.722762 = -765761.021085
  nChanged 15
		SP:Iteration 60F (66723.970000 sec): 3 clusters
  Score: Raw -768758.901882 + Penalty 2994.722762 = -765764.179119
  nChanged 10
		SP:Iteration 61Q (66724.180000 sec): 3 clusters
  Score: Raw -768762.741189 + Penalty 2994.722762 = -765768.018427
  nChanged 14
		SP:Iteration 62Q (66724.390000 sec): 3 clusters
  Score: Raw -768766.347773 + Penalty 2994.722762 = -765771.625010
  nChanged 10
		SP:Iteration 63Q (66724.590000 sec): 3 clusters
  Score: Raw -768768.295630 + Penalty 2994.722762 = -765773.572867
  nChanged 13
		SP:Iteration 64Q (66724.800000 sec): 3 clusters
  Score: Raw -768770.734046 + Penalty 2994.722762 = -765776.011283
  nChanged 8
		SP:Iteration 65Q (66724.980000 sec): 3 clusters
  Score: Raw -768771.818181 + Penalty 2994.722762 = -765777.095418
  nChanged 4
		SP:Iteration 66Q (66725.190000 sec): 3 clusters
  Score: Raw -768772.527312 + Penalty 2994.722762 = -765777.804550
  nChanged 2
		SP:Iteration 67Q (66725.380000 sec): 3 clusters
  Score: Raw -768772.824786 + Penalty 2994.722762 = -765778.102024
  nChanged 1
		SP:Iteration 68Q (66725.560000 sec): 3 clusters
  Score: Raw -768772.997153 + Penalty 2994.722762 = -765778.274391
  nChanged 2
		SP:Iteration 69Q (66725.740000 sec): 3 clusters
  Score: Raw -768773.354294 + Penalty 2994.722762 = -765778.631532
  nChanged 4
		SP:Iteration 70Q (66726.000000 sec): 3 clusters
  Score: Raw -768773.879162 + Penalty 2994.722762 = -765779.156399
  nChanged 2
		SP:Iteration 71Q (66726.200000 sec): 3 clusters
  Score: Raw -768774.232877 + Penalty 2994.722762 = -765779.510115
  nChanged 2
		SP:Iteration 72Q (66726.400000 sec): 3 clusters
  Score: Raw -768774.838759 + Penalty 2994.722762 = -765780.115997
  nChanged 2
		SP:Iteration 73Q (66726.590000 sec): 3 clusters
  Score: Raw -768775.219630 + Penalty 2994.722762 = -765780.496868
  nChanged 5
		SP:Iteration 74Q (66726.790000 sec): 3 clusters
  Score: Raw -768776.202520 + Penalty 2994.722762 = -765781.479757
  nChanged 2
		SP:Iteration 75Q (66727.040000 sec): 3 clusters
  Score: Raw -768777.850619 + Penalty 2994.722762 = -765783.127857
  nChanged 5
		SP:Iteration 76Q (66727.240000 sec): 3 clusters
  Score: Raw -768778.751591 + Penalty 2994.722762 = -765784.028828
  nChanged 4
		SP:Iteration 77Q (66727.440000 sec): 3 clusters
  Score: Raw -768780.040632 + Penalty 2994.722762 = -765785.317870
  nChanged 8
		SP:Iteration 78Q (66727.630000 sec): 3 clusters
  Score: Raw -768782.509209 + Penalty 2994.722762 = -765787.786447
  nChanged 6
		SP:Iteration 79Q (66727.840000 sec): 3 clusters
  Score: Raw -768783.763424 + Penalty 2994.722762 = -765789.040662
  nChanged 4
		SP:Iteration 80F (66728.040000 sec): 3 clusters
  Score: Raw -768784.285212 + Penalty 2994.722762 = -765789.562450
  nChanged 3
		SP:Iteration 81Q (66728.230000 sec): 3 clusters
  Score: Raw -768784.738272 + Penalty 2994.722762 = -765790.015509
  nChanged 7
		SP:Iteration 82Q (66728.420000 sec): 3 clusters
  Score: Raw -768786.069893 + Penalty 2994.722762 = -765791.347131
  nChanged 9
		SP:Iteration 83Q (66728.620000 sec): 3 clusters
  Score: Raw -768788.071533 + Penalty 2994.722762 = -765793.348771
  nChanged 7
		SP:Iteration 84Q (66728.740000 sec): 3 clusters
  Score: Raw -768789.182899 + Penalty 2994.722762 = -765794.460137
  nChanged 8
		SP:Iteration 85Q (66728.960000 sec): 3 clusters
  Score: Raw -768790.387349 + Penalty 2994.722762 = -765795.664586
  nChanged 0
		SP:Iteration 86F (66729.120000 sec): 3 clusters
  Score: Raw -768790.387349 + Penalty 2994.722762 = -765795.664586
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 49 (4454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66729.230000 sec): 2 clusters
  Score: Raw -375819.417166 + Penalty 1365.253150 = -374454.164015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66729.430000 sec): 3 clusters
  Score: Raw -373506.694263 + Penalty 2730.506301 = -370776.187963
  nChanged 1780
		SP:Iteration 1F (66729.660000 sec): 3 clusters
  Score: Raw -374530.408721 + Penalty 2730.506301 = -371799.902420
  nChanged 356
		SP:Iteration 2F (66729.800000 sec): 3 clusters
  Score: Raw -374748.633871 + Penalty 2730.506301 = -372018.127570
  nChanged 258
		SP:Iteration 3F (66729.980000 sec): 3 clusters
  Score: Raw -374917.760406 + Penalty 2730.506301 = -372187.254106
  nChanged 213
		SP:Iteration 4Q (66730.120000 sec): 3 clusters
  Score: Raw -375052.449377 + Penalty 2730.506301 = -372321.943077
  nChanged 179
		SP:Iteration 5Q (66730.310000 sec): 3 clusters
  Score: Raw -375184.262864 + Penalty 2730.506301 = -372453.756563
  nChanged 184
		SP:Iteration 6Q (66730.490000 sec): 3 clusters
  Score: Raw -375339.305626 + Penalty 2730.506301 = -372608.799325
  nChanged 184
		SP:Iteration 7Q (66730.670000 sec): 3 clusters
  Score: Raw -375535.244546 + Penalty 2730.506301 = -372804.738245
  nChanged 211
		SP:Iteration 8Q (66730.880000 sec): 3 clusters
  Score: Raw -375777.289631 + Penalty 2730.506301 = -373046.783330
  nChanged 211
		SP:Iteration 9Q (66731.020000 sec): 3 clusters
  Score: Raw -376015.334840 + Penalty 2730.506301 = -373284.828539
  nChanged 189
		SP:Iteration 10Q (66731.220000 sec): 3 clusters
  Score: Raw -376228.526300 + Penalty 2730.506301 = -373498.019999
  nChanged 160
		SP:Iteration 11Q (66731.390000 sec): 3 clusters
  Score: Raw -376380.843444 + Penalty 2730.506301 = -373650.337143
  nChanged 111
		SP:Iteration 12Q (66731.540000 sec): 3 clusters
  Score: Raw -376470.689291 + Penalty 2730.506301 = -373740.182990
  nChanged 87
		SP:Iteration 13Q (66731.690000 sec): 3 clusters
  Score: Raw -376534.498526 + Penalty 2730.506301 = -373803.992225
  nChanged 66
		SP:Iteration 14Q (66731.920000 sec): 3 clusters
  Score: Raw -376570.348213 + Penalty 2730.506301 = -373839.841913
  nChanged 56
		SP:Iteration 15Q (66732.020000 sec): 3 clusters
  Score: Raw -376598.110284 + Penalty 2730.506301 = -373867.603984
  nChanged 29
		SP:Iteration 16Q (66732.200000 sec): 3 clusters
  Score: Raw -376612.970473 + Penalty 2730.506301 = -373882.464172
  nChanged 30
		SP:Iteration 17Q (66732.380000 sec): 3 clusters
  Score: Raw -376625.839778 + Penalty 2730.506301 = -373895.333478
  nChanged 27
		SP:Iteration 18Q (66732.530000 sec): 3 clusters
  Score: Raw -376639.484604 + Penalty 2730.506301 = -373908.978303
  nChanged 18
		SP:Iteration 19Q (66732.680000 sec): 3 clusters
  Score: Raw -376645.748555 + Penalty 2730.506301 = -373915.242255
  nChanged 15
		SP:Iteration 20F (66732.870000 sec): 3 clusters
  Score: Raw -376651.458250 + Penalty 2730.506301 = -373920.951949
  nChanged 14
		SP:Iteration 21Q (66733.080000 sec): 3 clusters
  Score: Raw -376657.234396 + Penalty 2730.506301 = -373926.728096
  nChanged 15
		SP:Iteration 22Q (66733.200000 sec): 3 clusters
  Score: Raw -376661.084460 + Penalty 2730.506301 = -373930.578159
  nChanged 12
		SP:Iteration 23Q (66733.390000 sec): 3 clusters
  Score: Raw -376663.957188 + Penalty 2730.506301 = -373933.450888
  nChanged 8
		SP:Iteration 24Q (66733.560000 sec): 3 clusters
  Score: Raw -376666.428919 + Penalty 2730.506301 = -373935.922618
  nChanged 10
		SP:Iteration 25Q (66733.720000 sec): 3 clusters
  Score: Raw -376669.639659 + Penalty 2730.506301 = -373939.133359
  nChanged 8
		SP:Iteration 26Q (66733.870000 sec): 3 clusters
  Score: Raw -376671.349419 + Penalty 2730.506301 = -373940.843118
  nChanged 5
		SP:Iteration 27Q (66734.050000 sec): 3 clusters
  Score: Raw -376672.715883 + Penalty 2730.506301 = -373942.209582
  nChanged 6
		SP:Iteration 28Q (66734.250000 sec): 3 clusters
  Score: Raw -376674.323756 + Penalty 2730.506301 = -373943.817456
  nChanged 4
		SP:Iteration 29Q (66734.400000 sec): 3 clusters
  Score: Raw -376675.419047 + Penalty 2730.506301 = -373944.912746
  nChanged 5
		SP:Iteration 30Q (66734.580000 sec): 3 clusters
  Score: Raw -376676.513993 + Penalty 2730.506301 = -373946.007693
  nChanged 7
		SP:Iteration 31Q (66734.780000 sec): 3 clusters
  Score: Raw -376677.311677 + Penalty 2730.506301 = -373946.805377
  nChanged 1
		SP:Iteration 32Q (66734.900000 sec): 3 clusters
  Score: Raw -376677.494017 + Penalty 2730.506301 = -373946.987716
  nChanged 1
		SP:Iteration 33Q (66735.100000 sec): 3 clusters
  Score: Raw -376677.727027 + Penalty 2730.506301 = -373947.220727
  nChanged 1
		SP:Iteration 34Q (66735.260000 sec): 3 clusters
  Score: Raw -376677.849676 + Penalty 2730.506301 = -373947.343375
  nChanged 2
		SP:Iteration 35Q (66735.430000 sec): 3 clusters
  Score: Raw -376678.164911 + Penalty 2730.506301 = -373947.658610
  nChanged 1
		SP:Iteration 36Q (66735.600000 sec): 3 clusters
  Score: Raw -376678.256764 + Penalty 2730.506301 = -373947.750463
  nChanged 1
		SP:Iteration 37Q (66735.750000 sec): 3 clusters
  Score: Raw -376678.487043 + Penalty 2730.506301 = -373947.980743
  nChanged 2
		SP:Iteration 38Q (66735.900000 sec): 3 clusters
  Score: Raw -376678.777189 + Penalty 2730.506301 = -373948.270889
  nChanged 0
		SP:Iteration 39F (66736.070000 sec): 3 clusters
  Score: Raw -376678.777189 + Penalty 2730.506301 = -373948.270889
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 50 (7871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66736.190000 sec): 2 clusters
  Score: Raw -733546.456011 + Penalty 1457.777815 = -732088.678196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66736.350000 sec): 3 clusters
  Score: Raw -729180.545734 + Penalty 2915.555629 = -726264.990105
  nChanged 3311
		SP:Iteration 1F (66736.550000 sec): 3 clusters
  Score: Raw -730968.169258 + Penalty 2915.555629 = -728052.613628
  nChanged 473
		SP:Iteration 2F (66736.760000 sec): 3 clusters
  Score: Raw -731166.683491 + Penalty 2915.555629 = -728251.127862
  nChanged 365
		SP:Iteration 3Q (66736.930000 sec): 3 clusters
  Score: Raw -731293.492603 + Penalty 2915.555629 = -728377.936974
  nChanged 287
		SP:Iteration 4Q (66737.110000 sec): 3 clusters
  Score: Raw -731388.725377 + Penalty 2915.555629 = -728473.169747
  nChanged 224
		SP:Iteration 5Q (66737.300000 sec): 3 clusters
  Score: Raw -731469.385311 + Penalty 2915.555629 = -728553.829681
  nChanged 236
		SP:Iteration 6Q (66737.530000 sec): 3 clusters
  Score: Raw -731551.912891 + Penalty 2915.555629 = -728636.357262
  nChanged 261
		SP:Iteration 7Q (66737.710000 sec): 3 clusters
  Score: Raw -731642.189724 + Penalty 2915.555629 = -728726.634094
  nChanged 237
		SP:Iteration 8Q (66737.900000 sec): 3 clusters
  Score: Raw -731743.072553 + Penalty 2915.555629 = -728827.516923
  nChanged 270
		SP:Iteration 9Q (66738.020000 sec): 3 clusters
  Score: Raw -731860.196613 + Penalty 2915.555629 = -728944.640983
  nChanged 275
		SP:Iteration 10Q (66738.240000 sec): 3 clusters
  Score: Raw -732007.489526 + Penalty 2915.555629 = -729091.933897
  nChanged 336
		SP:Iteration 11Q (66738.420000 sec): 3 clusters
  Score: Raw -732220.096178 + Penalty 2915.555629 = -729304.540548
  nChanged 347
		SP:Iteration 12Q (66738.650000 sec): 3 clusters
  Score: Raw -732455.216513 + Penalty 2915.555629 = -729539.660884
  nChanged 333
		SP:Iteration 13Q (66738.830000 sec): 3 clusters
  Score: Raw -732686.961282 + Penalty 2915.555629 = -729771.405652
  nChanged 317
		SP:Iteration 14Q (66739.010000 sec): 3 clusters
  Score: Raw -732894.762172 + Penalty 2915.555629 = -729979.206542
  nChanged 248
		SP:Iteration 15Q (66739.260000 sec): 3 clusters
  Score: Raw -733069.068253 + Penalty 2915.555629 = -730153.512624
  nChanged 196
		SP:Iteration 16Q (66739.400000 sec): 3 clusters
  Score: Raw -733190.525116 + Penalty 2915.555629 = -730274.969486
  nChanged 154
		SP:Iteration 17Q (66739.610000 sec): 3 clusters
  Score: Raw -733298.975028 + Penalty 2915.555629 = -730383.419398
  nChanged 124
		SP:Iteration 18Q (66739.790000 sec): 3 clusters
  Score: Raw -733376.255856 + Penalty 2915.555629 = -730460.700226
  nChanged 95
		SP:Iteration 19Q (66739.980000 sec): 3 clusters
  Score: Raw -733430.501747 + Penalty 2915.555629 = -730514.946117
  nChanged 78
		SP:Iteration 20F (66740.190000 sec): 3 clusters
  Score: Raw -733483.635999 + Penalty 2915.555629 = -730568.080369
  nChanged 67
		SP:Iteration 21Q (66740.400000 sec): 3 clusters
  Score: Raw -733527.681472 + Penalty 2915.555629 = -730612.125843
  nChanged 58
		SP:Iteration 22Q (66740.540000 sec): 3 clusters
  Score: Raw -733563.491359 + Penalty 2915.555629 = -730647.935730
  nChanged 44
		SP:Iteration 23Q (66740.730000 sec): 3 clusters
  Score: Raw -733588.266016 + Penalty 2915.555629 = -730672.710387
  nChanged 41
		SP:Iteration 24Q (66740.950000 sec): 3 clusters
  Score: Raw -733612.968877 + Penalty 2915.555629 = -730697.413248
  nChanged 34
		SP:Iteration 25Q (66741.140000 sec): 3 clusters
  Score: Raw -733635.400586 + Penalty 2915.555629 = -730719.844956
  nChanged 34
		SP:Iteration 26Q (66741.270000 sec): 3 clusters
  Score: Raw -733657.018816 + Penalty 2915.555629 = -730741.463187
  nChanged 26
		SP:Iteration 27Q (66741.480000 sec): 3 clusters
  Score: Raw -733672.651726 + Penalty 2915.555629 = -730757.096096
  nChanged 17
		SP:Iteration 28Q (66741.630000 sec): 3 clusters
  Score: Raw -733679.909116 + Penalty 2915.555629 = -730764.353487
  nChanged 13
		SP:Iteration 29Q (66741.800000 sec): 3 clusters
  Score: Raw -733686.416186 + Penalty 2915.555629 = -730770.860556
  nChanged 13
		SP:Iteration 30Q (66742.020000 sec): 3 clusters
  Score: Raw -733693.586593 + Penalty 2915.555629 = -730778.030964
  nChanged 13
		SP:Iteration 31Q (66742.200000 sec): 3 clusters
  Score: Raw -733699.672472 + Penalty 2915.555629 = -730784.116843
  nChanged 3
		SP:Iteration 32Q (66742.410000 sec): 3 clusters
  Score: Raw -733700.403511 + Penalty 2915.555629 = -730784.847881
  nChanged 1
		SP:Iteration 33Q (66742.580000 sec): 3 clusters
  Score: Raw -733701.372151 + Penalty 2915.555629 = -730785.816522
  nChanged 4
		SP:Iteration 34Q (66742.790000 sec): 3 clusters
  Score: Raw -733703.797179 + Penalty 2915.555629 = -730788.241549
  nChanged 3
		SP:Iteration 35Q (66742.960000 sec): 3 clusters
  Score: Raw -733705.140494 + Penalty 2915.555629 = -730789.584865
  nChanged 4
		SP:Iteration 36Q (66743.160000 sec): 3 clusters
  Score: Raw -733706.517901 + Penalty 2915.555629 = -730790.962272
  nChanged 2
		SP:Iteration 37Q (66743.360000 sec): 3 clusters
  Score: Raw -733709.414398 + Penalty 2915.555629 = -730793.858769
  nChanged 1
		SP:Iteration 38Q (66743.510000 sec): 3 clusters
  Score: Raw -733709.880883 + Penalty 2915.555629 = -730794.325254
  nChanged 2
		SP:Iteration 39Q (66743.650000 sec): 3 clusters
  Score: Raw -733710.761553 + Penalty 2915.555629 = -730795.205923
  nChanged 2
		SP:Iteration 40F (66743.880000 sec): 3 clusters
  Score: Raw -733711.463321 + Penalty 2915.555629 = -730795.907692
  nChanged 2
		SP:Iteration 41Q (66744.050000 sec): 3 clusters
  Score: Raw -733712.436523 + Penalty 2915.555629 = -730796.880894
  nChanged 3
		SP:Iteration 42Q (66744.260000 sec): 3 clusters
  Score: Raw -733713.747492 + Penalty 2915.555629 = -730798.191863
  nChanged 2
		SP:Iteration 43Q (66744.420000 sec): 3 clusters
  Score: Raw -733714.493362 + Penalty 2915.555629 = -730798.937733
  nChanged 0
		SP:Iteration 44F (66744.610000 sec): 3 clusters
  Score: Raw -733714.493362 + Penalty 2915.555629 = -730798.937733
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 51 (11667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66744.720000 sec): 2 clusters
  Score: Raw -995208.462004 + Penalty 1521.734439 = -993686.727565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66744.970000 sec): 3 clusters
  Score: Raw -988410.346898 + Penalty 3043.468877 = -985366.878021
  nChanged 5072
		SP:Iteration 1F (66745.150000 sec): 3 clusters
  Score: Raw -991113.739751 + Penalty 3043.468877 = -988070.270874
  nChanged 708
		SP:Iteration 2F (66745.420000 sec): 3 clusters
  Score: Raw -991386.458207 + Penalty 3043.468877 = -988342.989330
  nChanged 562
		SP:Iteration 3Q (66745.610000 sec): 3 clusters
  Score: Raw -991622.540085 + Penalty 3043.468877 = -988579.071208
  nChanged 519
		SP:Iteration 4Q (66745.850000 sec): 3 clusters
  Score: Raw -991847.159511 + Penalty 3043.468877 = -988803.690634
  nChanged 548
		SP:Iteration 5Q (66746.060000 sec): 3 clusters
  Score: Raw -992104.258199 + Penalty 3043.468877 = -989060.789322
  nChanged 587
		SP:Iteration 6F (66746.210000 sec): 3 clusters
  Score: Raw -992400.535819 + Penalty 3043.468877 = -989357.066941
  nChanged 602
		SP:Iteration 7F (66746.400000 sec): 3 clusters
  Score: Raw -992736.885938 + Penalty 3043.468877 = -989693.417060
  nChanged 631
		SP:Iteration 8F (66746.590000 sec): 3 clusters
  Score: Raw -993087.335584 + Penalty 3043.468877 = -990043.866706
  nChanged 567
		SP:Iteration 9Q (66746.800000 sec): 3 clusters
  Score: Raw -993430.084085 + Penalty 3043.468877 = -990386.615208
  nChanged 551
		SP:Iteration 10Q (66747.000000 sec): 3 clusters
  Score: Raw -993764.065451 + Penalty 3043.468877 = -990720.596573
  nChanged 472
		SP:Iteration 11Q (66747.240000 sec): 3 clusters
  Score: Raw -994051.742735 + Penalty 3043.468877 = -991008.273857
  nChanged 390
		SP:Iteration 12Q (66747.470000 sec): 3 clusters
  Score: Raw -994303.052449 + Penalty 3043.468877 = -991259.583571
  nChanged 330
		SP:Iteration 13Q (66747.670000 sec): 3 clusters
  Score: Raw -994533.718617 + Penalty 3043.468877 = -991490.249739
  nChanged 291
		SP:Iteration 14Q (66747.840000 sec): 3 clusters
  Score: Raw -994732.096556 + Penalty 3043.468877 = -991688.627678
  nChanged 237
		SP:Iteration 15Q (66748.060000 sec): 3 clusters
  Score: Raw -994877.599905 + Penalty 3043.468877 = -991834.131028
  nChanged 184
		SP:Iteration 16Q (66748.270000 sec): 3 clusters
  Score: Raw -994970.175255 + Penalty 3043.468877 = -991926.706377
  nChanged 139
		SP:Iteration 17Q (66748.430000 sec): 3 clusters
  Score: Raw -995038.521500 + Penalty 3043.468877 = -991995.052622
  nChanged 114
		SP:Iteration 18Q (66748.660000 sec): 3 clusters
  Score: Raw -995093.789967 + Penalty 3043.468877 = -992050.321089
  nChanged 107
		SP:Iteration 19Q (66748.820000 sec): 3 clusters
  Score: Raw -995144.112955 + Penalty 3043.468877 = -992100.644078
  nChanged 87
		SP:Iteration 20F (66749.040000 sec): 3 clusters
  Score: Raw -995185.849657 + Penalty 3043.468877 = -992142.380780
  nChanged 86
		SP:Iteration 21Q (66749.280000 sec): 3 clusters
  Score: Raw -995228.633343 + Penalty 3043.468877 = -992185.164465
  nChanged 69
		SP:Iteration 22Q (66749.450000 sec): 3 clusters
  Score: Raw -995259.738147 + Penalty 3043.468877 = -992216.269269
  nChanged 57
		SP:Iteration 23Q (66749.640000 sec): 3 clusters
  Score: Raw -995282.329029 + Penalty 3043.468877 = -992238.860151
  nChanged 35
		SP:Iteration 24Q (66749.860000 sec): 3 clusters
  Score: Raw -995296.232977 + Penalty 3043.468877 = -992252.764100
  nChanged 32
		SP:Iteration 25Q (66750.080000 sec): 3 clusters
  Score: Raw -995309.525042 + Penalty 3043.468877 = -992266.056164
  nChanged 25
		SP:Iteration 26Q (66750.260000 sec): 3 clusters
  Score: Raw -995317.507895 + Penalty 3043.468877 = -992274.039018
  nChanged 19
		SP:Iteration 27Q (66750.480000 sec): 3 clusters
  Score: Raw -995322.976950 + Penalty 3043.468877 = -992279.508073
  nChanged 19
		SP:Iteration 28Q (66750.650000 sec): 3 clusters
  Score: Raw -995329.023052 + Penalty 3043.468877 = -992285.554175
  nChanged 18
		SP:Iteration 29Q (66750.900000 sec): 3 clusters
  Score: Raw -995337.855925 + Penalty 3043.468877 = -992294.387048
  nChanged 23
		SP:Iteration 30Q (66751.100000 sec): 3 clusters
  Score: Raw -995345.195762 + Penalty 3043.468877 = -992301.726885
  nChanged 12
		SP:Iteration 31Q (66751.300000 sec): 3 clusters
  Score: Raw -995348.497615 + Penalty 3043.468877 = -992305.028737
  nChanged 10
		SP:Iteration 32Q (66751.540000 sec): 3 clusters
  Score: Raw -995351.814643 + Penalty 3043.468877 = -992308.345766
  nChanged 8
		SP:Iteration 33Q (66751.760000 sec): 3 clusters
  Score: Raw -995354.646269 + Penalty 3043.468877 = -992311.177392
  nChanged 6
		SP:Iteration 34Q (66752.000000 sec): 3 clusters
  Score: Raw -995357.022749 + Penalty 3043.468877 = -992313.553872
  nChanged 7
		SP:Iteration 35Q (66752.190000 sec): 3 clusters
  Score: Raw -995359.393149 + Penalty 3043.468877 = -992315.924272
  nChanged 11
		SP:Iteration 36Q (66752.400000 sec): 3 clusters
  Score: Raw -995363.177267 + Penalty 3043.468877 = -992319.708389
  nChanged 9
		SP:Iteration 37Q (66752.610000 sec): 3 clusters
  Score: Raw -995366.342619 + Penalty 3043.468877 = -992322.873742
  nChanged 8
		SP:Iteration 38Q (66752.770000 sec): 3 clusters
  Score: Raw -995368.371490 + Penalty 3043.468877 = -992324.902613
  nChanged 2
		SP:Iteration 39Q (66752.960000 sec): 3 clusters
  Score: Raw -995368.839351 + Penalty 3043.468877 = -992325.370473
  nChanged 2
		SP:Iteration 40F (66753.140000 sec): 3 clusters
  Score: Raw -995368.995861 + Penalty 3043.468877 = -992325.526983
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 52 (14625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66753.330000 sec): 2 clusters
  Score: Raw -1231963.500451 + Penalty 1558.454247 = -1230405.046204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66753.540000 sec): 3 clusters
  Score: Raw -1223385.411207 + Penalty 3116.908493 = -1220268.502714
  nChanged 6454
		SP:Iteration 1F (66753.730000 sec): 3 clusters
  Score: Raw -1227015.669416 + Penalty 3116.908493 = -1223898.760922
  nChanged 928
		SP:Iteration 2F (66753.920000 sec): 3 clusters
  Score: Raw -1227491.559854 + Penalty 3116.908493 = -1224374.651360
  nChanged 948
		SP:Iteration 3F (66754.130000 sec): 3 clusters
  Score: Raw -1228033.674098 + Penalty 3116.908493 = -1224916.765604
  nChanged 985
		SP:Iteration 4F (66754.360000 sec): 3 clusters
  Score: Raw -1228668.850251 + Penalty 3116.908493 = -1225551.941757
  nChanged 944
		SP:Iteration 5F (66754.580000 sec): 3 clusters
  Score: Raw -1229328.586624 + Penalty 3116.908493 = -1226211.678130
  nChanged 892
		SP:Iteration 6F (66754.750000 sec): 3 clusters
  Score: Raw -1230006.196985 + Penalty 3116.908493 = -1226889.288492
  nChanged 765
		SP:Iteration 7F (66754.960000 sec): 3 clusters
  Score: Raw -1230599.256396 + Penalty 3116.908493 = -1227482.347902
  nChanged 582
		SP:Iteration 8Q (66755.180000 sec): 3 clusters
  Score: Raw -1231045.590971 + Penalty 3116.908493 = -1227928.682478
  nChanged 454
		SP:Iteration 9Q (66755.430000 sec): 3 clusters
  Score: Raw -1231349.468593 + Penalty 3116.908493 = -1228232.560100
  nChanged 332
		SP:Iteration 10Q (66755.660000 sec): 3 clusters
  Score: Raw -1231561.821802 + Penalty 3116.908493 = -1228444.913308
  nChanged 250
		SP:Iteration 11Q (66755.890000 sec): 3 clusters
  Score: Raw -1231722.011302 + Penalty 3116.908493 = -1228605.102808
  nChanged 210
		SP:Iteration 12Q (66756.130000 sec): 3 clusters
  Score: Raw -1231825.224517 + Penalty 3116.908493 = -1228708.316023
  nChanged 155
		SP:Iteration 13Q (66756.310000 sec): 3 clusters
  Score: Raw -1231896.000426 + Penalty 3116.908493 = -1228779.091932
  nChanged 112
		SP:Iteration 14Q (66756.570000 sec): 3 clusters
  Score: Raw -1231943.387021 + Penalty 3116.908493 = -1228826.478527
  nChanged 104
		SP:Iteration 15Q (66756.800000 sec): 3 clusters
  Score: Raw -1231980.138376 + Penalty 3116.908493 = -1228863.229883
  nChanged 75
		SP:Iteration 16Q (66757.040000 sec): 3 clusters
  Score: Raw -1232000.720523 + Penalty 3116.908493 = -1228883.812030
  nChanged 64
		SP:Iteration 17Q (66757.260000 sec): 3 clusters
  Score: Raw -1232018.118932 + Penalty 3116.908493 = -1228901.210439
  nChanged 52
		SP:Iteration 18Q (66757.520000 sec): 3 clusters
  Score: Raw -1232031.652952 + Penalty 3116.908493 = -1228914.744458
  nChanged 48
		SP:Iteration 19Q (66757.790000 sec): 3 clusters
  Score: Raw -1232048.436457 + Penalty 3116.908493 = -1228931.527963
  nChanged 55
		SP:Iteration 20F (66757.970000 sec): 3 clusters
  Score: Raw -1232066.236899 + Penalty 3116.908493 = -1228949.328406
  nChanged 48
		SP:Iteration 21Q (66758.240000 sec): 3 clusters
  Score: Raw -1232080.362082 + Penalty 3116.908493 = -1228963.453589
  nChanged 36
		SP:Iteration 22Q (66758.480000 sec): 3 clusters
  Score: Raw -1232089.156907 + Penalty 3116.908493 = -1228972.248413
  nChanged 23
		SP:Iteration 23Q (66758.670000 sec): 3 clusters
  Score: Raw -1232094.826328 + Penalty 3116.908493 = -1228977.917835
  nChanged 22
		SP:Iteration 24Q (66758.810000 sec): 3 clusters
  Score: Raw -1232099.527787 + Penalty 3116.908493 = -1228982.619294
  nChanged 24
		SP:Iteration 25Q (66759.050000 sec): 3 clusters
  Score: Raw -1232105.552143 + Penalty 3116.908493 = -1228988.643650
  nChanged 25
		SP:Iteration 26Q (66759.230000 sec): 3 clusters
  Score: Raw -1232110.582384 + Penalty 3116.908493 = -1228993.673890
  nChanged 26
		SP:Iteration 27Q (66759.500000 sec): 3 clusters
  Score: Raw -1232117.571484 + Penalty 3116.908493 = -1229000.662991
  nChanged 27
		SP:Iteration 28Q (66759.700000 sec): 3 clusters
  Score: Raw -1232125.960649 + Penalty 3116.908493 = -1229009.052156
  nChanged 31
		SP:Iteration 29Q (66759.880000 sec): 3 clusters
  Score: Raw -1232135.311496 + Penalty 3116.908493 = -1229018.403002
  nChanged 31
		SP:Iteration 30Q (66760.080000 sec): 3 clusters
  Score: Raw -1232144.045266 + Penalty 3116.908493 = -1229027.136773
  nChanged 27
		SP:Iteration 31Q (66760.290000 sec): 3 clusters
  Score: Raw -1232151.997315 + Penalty 3116.908493 = -1229035.088821
  nChanged 25
		SP:Iteration 32Q (66760.560000 sec): 3 clusters
  Score: Raw -1232159.658682 + Penalty 3116.908493 = -1229042.750188
  nChanged 25
		SP:Iteration 33Q (66760.810000 sec): 3 clusters
  Score: Raw -1232167.153434 + Penalty 3116.908493 = -1229050.244940
  nChanged 17
		SP:Iteration 34Q (66761.030000 sec): 3 clusters
  Score: Raw -1232171.558632 + Penalty 3116.908493 = -1229054.650139
  nChanged 16
		SP:Iteration 35Q (66761.270000 sec): 3 clusters
  Score: Raw -1232176.018171 + Penalty 3116.908493 = -1229059.109678
  nChanged 18
		SP:Iteration 36Q (66761.490000 sec): 3 clusters
  Score: Raw -1232180.573943 + Penalty 3116.908493 = -1229063.665449
  nChanged 10
		SP:Iteration 37Q (66761.660000 sec): 3 clusters
  Score: Raw -1232183.615748 + Penalty 3116.908493 = -1229066.707254
  nChanged 12
		SP:Iteration 38Q (66761.870000 sec): 3 clusters
  Score: Raw -1232186.627378 + Penalty 3116.908493 = -1229069.718884
  nChanged 10
		SP:Iteration 39Q (66762.040000 sec): 3 clusters
  Score: Raw -1232190.630607 + Penalty 3116.908493 = -1229073.722114
  nChanged 14
		SP:Iteration 40F (66762.250000 sec): 3 clusters
  Score: Raw -1232195.839546 + Penalty 3116.908493 = -1229078.931052
  nChanged 13
		SP:Iteration 41Q (66762.440000 sec): 3 clusters
  Score: Raw -1232199.241110 + Penalty 3116.908493 = -1229082.332616
  nChanged 16
		SP:Iteration 42Q (66762.680000 sec): 3 clusters
  Score: Raw -1232204.848566 + Penalty 3116.908493 = -1229087.940072
  nChanged 20
		SP:Iteration 43Q (66762.880000 sec): 3 clusters
  Score: Raw -1232213.332951 + Penalty 3116.908493 = -1229096.424457
  nChanged 20
		SP:Iteration 44Q (66763.010000 sec): 3 clusters
  Score: Raw -1232221.799830 + Penalty 3116.908493 = -1229104.891337
  nChanged 19
		SP:Iteration 45Q (66763.240000 sec): 3 clusters
  Score: Raw -1232228.860534 + Penalty 3116.908493 = -1229111.952040
  nChanged 22
		SP:Iteration 46Q (66763.490000 sec): 3 clusters
  Score: Raw -1232239.048950 + Penalty 3116.908493 = -1229122.140457
  nChanged 21
		SP:Iteration 47Q (66763.690000 sec): 3 clusters
  Score: Raw -1232249.401091 + Penalty 3116.908493 = -1229132.492598
  nChanged 22
		SP:Iteration 48Q (66763.920000 sec): 3 clusters
  Score: Raw -1232261.205545 + Penalty 3116.908493 = -1229144.297051
  nChanged 23
		SP:Iteration 49Q (66764.120000 sec): 3 clusters
  Score: Raw -1232273.075213 + Penalty 3116.908493 = -1229156.166719
  nChanged 23
		SP:Iteration 50Q (66764.320000 sec): 3 clusters
  Score: Raw -1232282.958241 + Penalty 3116.908493 = -1229166.049748
  nChanged 17
		SP:Iteration 51Q (66764.510000 sec): 3 clusters
  Score: Raw -1232290.638424 + Penalty 3116.908493 = -1229173.729931
  nChanged 13
		SP:Iteration 52Q (66764.700000 sec): 3 clusters
  Score: Raw -1232295.579824 + Penalty 3116.908493 = -1229178.671331
  nChanged 12
		SP:Iteration 53Q (66764.900000 sec): 3 clusters
  Score: Raw -1232300.554901 + Penalty 3116.908493 = -1229183.646408
  nChanged 17
		SP:Iteration 54Q (66765.120000 sec): 3 clusters
  Score: Raw -1232308.561152 + Penalty 3116.908493 = -1229191.652659
  nChanged 17
		SP:Iteration 55Q (66765.300000 sec): 3 clusters
  Score: Raw -1232313.578420 + Penalty 3116.908493 = -1229196.669927
  nChanged 8
		SP:Iteration 56Q (66765.490000 sec): 3 clusters
  Score: Raw -1232316.737877 + Penalty 3116.908493 = -1229199.829384
  nChanged 7
		SP:Iteration 57Q (66765.740000 sec): 3 clusters
  Score: Raw -1232320.359371 + Penalty 3116.908493 = -1229203.450878
  nChanged 8
		SP:Iteration 58Q (66765.930000 sec): 3 clusters
  Score: Raw -1232323.676807 + Penalty 3116.908493 = -1229206.768314
  nChanged 4
		SP:Iteration 59Q (66766.120000 sec): 3 clusters
  Score: Raw -1232325.368627 + Penalty 3116.908493 = -1229208.460134
  nChanged 5
		SP:Iteration 60F (66766.350000 sec): 3 clusters
  Score: Raw -1232327.662864 + Penalty 3116.908493 = -1229210.754370
  nChanged 4
		SP:Iteration 61Q (66766.520000 sec): 3 clusters
  Score: Raw -1232328.984621 + Penalty 3116.908493 = -1229212.076128
  nChanged 3
		SP:Iteration 62Q (66766.770000 sec): 3 clusters
  Score: Raw -1232331.494714 + Penalty 3116.908493 = -1229214.586220
  nChanged 5
		SP:Iteration 63Q (66766.980000 sec): 3 clusters
  Score: Raw -1232333.608168 + Penalty 3116.908493 = -1229216.699674
  nChanged 5
		SP:Iteration 64Q (66767.260000 sec): 3 clusters
  Score: Raw -1232335.947891 + Penalty 3116.908493 = -1229219.039398
  nChanged 4
		SP:Iteration 65Q (66767.490000 sec): 3 clusters
  Score: Raw -1232336.679634 + Penalty 3116.908493 = -1229219.771141
  nChanged 1
		SP:Iteration 66Q (66767.690000 sec): 3 clusters
  Score: Raw -1232336.856897 + Penalty 3116.908493 = -1229219.948404
  nChanged 2
		SP:Iteration 67Q (66767.900000 sec): 3 clusters
  Score: Raw -1232337.209566 + Penalty 3116.908493 = -1229220.301072
  nChanged 4
		SP:Iteration 68Q (66768.110000 sec): 3 clusters
  Score: Raw -1232338.408317 + Penalty 3116.908493 = -1229221.499823
  nChanged 5
		SP:Iteration 69Q (66768.300000 sec): 3 clusters
  Score: Raw -1232340.603743 + Penalty 3116.908493 = -1229223.695249
  nChanged 4
		SP:Iteration 70Q (66768.560000 sec): 3 clusters
  Score: Raw -1232341.722157 + Penalty 3116.908493 = -1229224.813664
  nChanged 1
		SP:Iteration 71Q (66768.710000 sec): 3 clusters
  Score: Raw -1232341.824027 + Penalty 3116.908493 = -1229224.915534
  nChanged 0
		SP:Iteration 72F (66768.920000 sec): 3 clusters
  Score: Raw -1232341.824027 + Penalty 3116.908493 = -1229224.915534
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 53 (5903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66769.040000 sec): 2 clusters
  Score: Raw -478294.063777 + Penalty 1411.022596 = -476883.041181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66769.290000 sec): 3 clusters
  Score: Raw -475111.145568 + Penalty 2822.045192 = -472289.100376
  nChanged 2453
		SP:Iteration 1F (66769.430000 sec): 3 clusters
  Score: Raw -476555.548622 + Penalty 2822.045192 = -473733.503430
  nChanged 431
		SP:Iteration 2F (66769.610000 sec): 3 clusters
  Score: Raw -476827.148442 + Penalty 2822.045192 = -474005.103250
  nChanged 360
		SP:Iteration 3F (66769.790000 sec): 3 clusters
  Score: Raw -477087.724553 + Penalty 2822.045192 = -474265.679361
  nChanged 310
		SP:Iteration 4F (66769.980000 sec): 3 clusters
  Score: Raw -477321.101858 + Penalty 2822.045192 = -474499.056666
  nChanged 294
		SP:Iteration 5Q (66770.180000 sec): 3 clusters
  Score: Raw -477539.457733 + Penalty 2822.045192 = -474717.412541
  nChanged 293
		SP:Iteration 6Q (66770.360000 sec): 3 clusters
  Score: Raw -477732.459444 + Penalty 2822.045192 = -474910.414252
  nChanged 245
		SP:Iteration 7Q (66770.550000 sec): 3 clusters
  Score: Raw -477876.148866 + Penalty 2822.045192 = -475054.103674
  nChanged 190
		SP:Iteration 8Q (66770.730000 sec): 3 clusters
  Score: Raw -477982.439958 + Penalty 2822.045192 = -475160.394767
  nChanged 159
		SP:Iteration 9Q (66770.940000 sec): 3 clusters
  Score: Raw -478062.171241 + Penalty 2822.045192 = -475240.126049
  nChanged 141
		SP:Iteration 10Q (66771.100000 sec): 3 clusters
  Score: Raw -478135.987220 + Penalty 2822.045192 = -475313.942028
  nChanged 153
		SP:Iteration 11Q (66771.280000 sec): 3 clusters
  Score: Raw -478230.351182 + Penalty 2822.045192 = -475408.305990
  nChanged 149
		SP:Iteration 12Q (66771.440000 sec): 3 clusters
  Score: Raw -478292.039868 + Penalty 2822.045192 = -475469.994676
  nChanged 95
		SP:Iteration 13Q (66771.620000 sec): 3 clusters
  Score: Raw -478325.585156 + Penalty 2822.045192 = -475503.539964
  nChanged 62
		SP:Iteration 14Q (66771.840000 sec): 3 clusters
  Score: Raw -478343.308457 + Penalty 2822.045192 = -475521.263265
  nChanged 42
		SP:Iteration 15Q (66771.980000 sec): 3 clusters
  Score: Raw -478357.070714 + Penalty 2822.045192 = -475535.025522
  nChanged 40
		SP:Iteration 16Q (66772.180000 sec): 3 clusters
  Score: Raw -478368.344315 + Penalty 2822.045192 = -475546.299123
  nChanged 32
		SP:Iteration 17Q (66772.370000 sec): 3 clusters
  Score: Raw -478377.078176 + Penalty 2822.045192 = -475555.032984
  nChanged 36
		SP:Iteration 18Q (66772.560000 sec): 3 clusters
  Score: Raw -478388.171393 + Penalty 2822.045192 = -475566.126202
  nChanged 30
		SP:Iteration 19Q (66772.720000 sec): 3 clusters
  Score: Raw -478395.363083 + Penalty 2822.045192 = -475573.317891
  nChanged 28
		SP:Iteration 20F (66772.880000 sec): 3 clusters
  Score: Raw -478402.612738 + Penalty 2822.045192 = -475580.567546
  nChanged 19
		SP:Iteration 21Q (66773.030000 sec): 3 clusters
  Score: Raw -478407.397665 + Penalty 2822.045192 = -475585.352473
  nChanged 19
		SP:Iteration 22Q (66773.180000 sec): 3 clusters
  Score: Raw -478411.583247 + Penalty 2822.045192 = -475589.538055
  nChanged 17
		SP:Iteration 23Q (66773.340000 sec): 3 clusters
  Score: Raw -478414.945541 + Penalty 2822.045192 = -475592.900349
  nChanged 14
		SP:Iteration 24Q (66773.480000 sec): 3 clusters
  Score: Raw -478417.253519 + Penalty 2822.045192 = -475595.208327
  nChanged 14
		SP:Iteration 25Q (66773.620000 sec): 3 clusters
  Score: Raw -478420.491517 + Penalty 2822.045192 = -475598.446325
  nChanged 11
		SP:Iteration 26Q (66773.820000 sec): 3 clusters
  Score: Raw -478422.373822 + Penalty 2822.045192 = -475600.328630
  nChanged 12
		SP:Iteration 27Q (66774.000000 sec): 3 clusters
  Score: Raw -478426.054627 + Penalty 2822.045192 = -475604.009435
  nChanged 8
		SP:Iteration 28Q (66774.170000 sec): 3 clusters
  Score: Raw -478428.348714 + Penalty 2822.045192 = -475606.303522
  nChanged 10
		SP:Iteration 29Q (66774.330000 sec): 3 clusters
  Score: Raw -478431.033267 + Penalty 2822.045192 = -475608.988075
  nChanged 11
		SP:Iteration 30Q (66774.520000 sec): 3 clusters
  Score: Raw -478433.493442 + Penalty 2822.045192 = -475611.448250
  nChanged 10
		SP:Iteration 31Q (66774.670000 sec): 3 clusters
  Score: Raw -478435.416345 + Penalty 2822.045192 = -475613.371153
  nChanged 12
		SP:Iteration 32Q (66774.830000 sec): 3 clusters
  Score: Raw -478437.430115 + Penalty 2822.045192 = -475615.384923
  nChanged 12
		SP:Iteration 33Q (66775.010000 sec): 3 clusters
  Score: Raw -478439.501008 + Penalty 2822.045192 = -475617.455816
  nChanged 5
		SP:Iteration 34Q (66775.200000 sec): 3 clusters
  Score: Raw -478440.456654 + Penalty 2822.045192 = -475618.411463
  nChanged 8
		SP:Iteration 35Q (66775.360000 sec): 3 clusters
  Score: Raw -478442.015331 + Penalty 2822.045192 = -475619.970139
  nChanged 8
		SP:Iteration 36Q (66775.560000 sec): 3 clusters
  Score: Raw -478443.611339 + Penalty 2822.045192 = -475621.566148
  nChanged 9
		SP:Iteration 37Q (66775.800000 sec): 3 clusters
  Score: Raw -478445.203804 + Penalty 2822.045192 = -475623.158612
  nChanged 6
		SP:Iteration 38Q (66775.960000 sec): 3 clusters
  Score: Raw -478446.070759 + Penalty 2822.045192 = -475624.025567
  nChanged 3
		SP:Iteration 39Q (66776.140000 sec): 3 clusters
  Score: Raw -478446.659557 + Penalty 2822.045192 = -475624.614365
  nChanged 3
		SP:Iteration 40F (66776.320000 sec): 3 clusters
  Score: Raw -478447.122250 + Penalty 2822.045192 = -475625.077058
  nChanged 2
		SP:Iteration 41Q (66776.470000 sec): 3 clusters
  Score: Raw -478447.535208 + Penalty 2822.045192 = -475625.490016
  nChanged 2
		SP:Iteration 42Q (66776.640000 sec): 3 clusters
  Score: Raw -478448.163299 + Penalty 2822.045192 = -475626.118107
  nChanged 3
		SP:Iteration 43Q (66776.820000 sec): 3 clusters
  Score: Raw -478448.694569 + Penalty 2822.045192 = -475626.649377
  nChanged 4
		SP:Iteration 44Q (66776.990000 sec): 3 clusters
  Score: Raw -478449.325418 + Penalty 2822.045192 = -475627.280226
  nChanged 2
		SP:Iteration 45Q (66777.200000 sec): 3 clusters
  Score: Raw -478449.479755 + Penalty 2822.045192 = -475627.434563
  nChanged 1
		SP:Iteration 46Q (66777.370000 sec): 3 clusters
  Score: Raw -478449.561386 + Penalty 2822.045192 = -475627.516194
  nChanged 1
		SP:Iteration 47Q (66777.510000 sec): 3 clusters
  Score: Raw -478449.724804 + Penalty 2822.045192 = -475627.679612
  nChanged 1
		SP:Iteration 48Q (66777.670000 sec): 3 clusters
  Score: Raw -478449.980810 + Penalty 2822.045192 = -475627.935618
  nChanged 1
		SP:Iteration 49Q (66777.850000 sec): 3 clusters
  Score: Raw -478450.275955 + Penalty 2822.045192 = -475628.230763
  nChanged 0
		SP:Iteration 50F (66778.030000 sec): 3 clusters
  Score: Raw -478450.275955 + Penalty 2822.045192 = -475628.230763
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 54 (25887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66778.230000 sec): 2 clusters
  Score: Raw -2117342.967944 + Penalty 1651.243131 = -2115691.724813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66778.530000 sec): 3 clusters
  Score: Raw -2101515.078477 + Penalty 3302.486262 = -2098212.592215
  nChanged 11925
		SP:Iteration 1F (66778.800000 sec): 3 clusters
  Score: Raw -2108538.328720 + Penalty 3302.486262 = -2105235.842458
  nChanged 1646
		SP:Iteration 2F (66779.130000 sec): 3 clusters
  Score: Raw -2109519.839447 + Penalty 3302.486262 = -2106217.353185
  nChanged 1833
		SP:Iteration 3F (66779.400000 sec): 3 clusters
  Score: Raw -2110869.965847 + Penalty 3302.486262 = -2107567.479584
  nChanged 1993
		SP:Iteration 4F (66779.700000 sec): 3 clusters
  Score: Raw -2112505.464331 + Penalty 3302.486262 = -2109202.978069
  nChanged 1981
		SP:Iteration 5F (66780.000000 sec): 3 clusters
  Score: Raw -2114050.809928 + Penalty 3302.486262 = -2110748.323666
  nChanged 1699
		SP:Iteration 6F (66780.310000 sec): 3 clusters
  Score: Raw -2115176.563644 + Penalty 3302.486262 = -2111874.077382
  nChanged 1232
		SP:Iteration 7Q (66780.620000 sec): 3 clusters
  Score: Raw -2115793.665206 + Penalty 3302.486262 = -2112491.178944
  nChanged 862
		SP:Iteration 8Q (66780.920000 sec): 3 clusters
  Score: Raw -2116154.775428 + Penalty 3302.486262 = -2112852.289166
  nChanged 657
		SP:Iteration 9Q (66781.220000 sec): 3 clusters
  Score: Raw -2116413.255598 + Penalty 3302.486262 = -2113110.769336
  nChanged 505
		SP:Iteration 10Q (66781.540000 sec): 3 clusters
  Score: Raw -2116587.929219 + Penalty 3302.486262 = -2113285.442956
  nChanged 435
		SP:Iteration 11Q (66781.810000 sec): 3 clusters
  Score: Raw -2116722.346869 + Penalty 3302.486262 = -2113419.860607
  nChanged 357
		SP:Iteration 12Q (66782.120000 sec): 3 clusters
  Score: Raw -2116835.182696 + Penalty 3302.486262 = -2113532.696434
  nChanged 355
		SP:Iteration 13Q (66782.460000 sec): 3 clusters
  Score: Raw -2116944.509052 + Penalty 3302.486262 = -2113642.022790
  nChanged 338
		SP:Iteration 14Q (66782.770000 sec): 3 clusters
  Score: Raw -2117049.190660 + Penalty 3302.486262 = -2113746.704398
  nChanged 302
		SP:Iteration 15Q (66783.070000 sec): 3 clusters
  Score: Raw -2117140.578950 + Penalty 3302.486262 = -2113838.092688
  nChanged 307
		SP:Iteration 16Q (66783.330000 sec): 3 clusters
  Score: Raw -2117233.726580 + Penalty 3302.486262 = -2113931.240318
  nChanged 323
		SP:Iteration 17Q (66783.660000 sec): 3 clusters
  Score: Raw -2117331.706229 + Penalty 3302.486262 = -2114029.219966
  nChanged 299
		SP:Iteration 18Q (66784.000000 sec): 3 clusters
  Score: Raw -2117414.910583 + Penalty 3302.486262 = -2114112.424321
  nChanged 292
		SP:Iteration 19Q (66784.310000 sec): 3 clusters
  Score: Raw -2117501.341109 + Penalty 3302.486262 = -2114198.854847
  nChanged 297
		SP:Iteration 20F (66784.540000 sec): 3 clusters
  Score: Raw -2117597.605374 + Penalty 3302.486262 = -2114295.119112
  nChanged 291
		SP:Iteration 21Q (66784.920000 sec): 3 clusters
  Score: Raw -2117689.272077 + Penalty 3302.486262 = -2114386.785815
  nChanged 264
		SP:Iteration 22Q (66785.280000 sec): 3 clusters
  Score: Raw -2117770.620431 + Penalty 3302.486262 = -2114468.134168
  nChanged 228
		SP:Iteration 23Q (66785.520000 sec): 3 clusters
  Score: Raw -2117838.777310 + Penalty 3302.486262 = -2114536.291048
  nChanged 201
		SP:Iteration 24Q (66785.820000 sec): 3 clusters
  Score: Raw -2117892.962673 + Penalty 3302.486262 = -2114590.476410
  nChanged 187
		SP:Iteration 25Q (66786.120000 sec): 3 clusters
  Score: Raw -2117940.552879 + Penalty 3302.486262 = -2114638.066617
  nChanged 161
		SP:Iteration 26Q (66786.430000 sec): 3 clusters
  Score: Raw -2117984.901689 + Penalty 3302.486262 = -2114682.415427
  nChanged 151
		SP:Iteration 27Q (66786.700000 sec): 3 clusters
  Score: Raw -2118026.039126 + Penalty 3302.486262 = -2114723.552864
  nChanged 141
		SP:Iteration 28Q (66787.020000 sec): 3 clusters
  Score: Raw -2118064.697856 + Penalty 3302.486262 = -2114762.211594
  nChanged 122
		SP:Iteration 29Q (66787.360000 sec): 3 clusters
  Score: Raw -2118103.440715 + Penalty 3302.486262 = -2114800.954452
  nChanged 113
		SP:Iteration 30Q (66787.700000 sec): 3 clusters
  Score: Raw -2118140.857186 + Penalty 3302.486262 = -2114838.370924
  nChanged 110
		SP:Iteration 31Q (66787.990000 sec): 3 clusters
  Score: Raw -2118177.145560 + Penalty 3302.486262 = -2114874.659298
  nChanged 100
		SP:Iteration 32Q (66788.330000 sec): 3 clusters
  Score: Raw -2118205.880202 + Penalty 3302.486262 = -2114903.393940
  nChanged 99
		SP:Iteration 33Q (66788.610000 sec): 3 clusters
  Score: Raw -2118238.337580 + Penalty 3302.486262 = -2114935.851318
  nChanged 82
		SP:Iteration 34Q (66788.900000 sec): 3 clusters
  Score: Raw -2118274.135422 + Penalty 3302.486262 = -2114971.649160
  nChanged 80
		SP:Iteration 35Q (66789.200000 sec): 3 clusters
  Score: Raw -2118311.272364 + Penalty 3302.486262 = -2115008.786102
  nChanged 80
		SP:Iteration 36Q (66789.540000 sec): 3 clusters
  Score: Raw -2118339.877388 + Penalty 3302.486262 = -2115037.391126
  nChanged 78
		SP:Iteration 37Q (66789.820000 sec): 3 clusters
  Score: Raw -2118361.834513 + Penalty 3302.486262 = -2115059.348251
  nChanged 81
		SP:Iteration 38Q (66790.120000 sec): 3 clusters
  Score: Raw -2118383.250759 + Penalty 3302.486262 = -2115080.764496
  nChanged 64
		SP:Iteration 39Q (66790.400000 sec): 3 clusters
  Score: Raw -2118398.003159 + Penalty 3302.486262 = -2115095.516897
  nChanged 50
		SP:Iteration 40F (66790.710000 sec): 3 clusters
  Score: Raw -2118406.720993 + Penalty 3302.486262 = -2115104.234731
  nChanged 36
		SP:Iteration 41Q (66791.000000 sec): 3 clusters
  Score: Raw -2118412.603642 + Penalty 3302.486262 = -2115110.117380
  nChanged 23
		SP:Iteration 42Q (66791.290000 sec): 3 clusters
  Score: Raw -2118415.985715 + Penalty 3302.486262 = -2115113.499453
  nChanged 18
		SP:Iteration 43Q (66791.590000 sec): 3 clusters
  Score: Raw -2118418.603940 + Penalty 3302.486262 = -2115116.117678
  nChanged 16
		SP:Iteration 44Q (66791.870000 sec): 3 clusters
  Score: Raw -2118420.818460 + Penalty 3302.486262 = -2115118.332198
  nChanged 16
		SP:Iteration 45Q (66792.180000 sec): 3 clusters
  Score: Raw -2118424.068716 + Penalty 3302.486262 = -2115121.582454
  nChanged 14
		SP:Iteration 46Q (66792.500000 sec): 3 clusters
  Score: Raw -2118426.046583 + Penalty 3302.486262 = -2115123.560321
  nChanged 13
		SP:Iteration 47Q (66792.790000 sec): 3 clusters
  Score: Raw -2118427.800194 + Penalty 3302.486262 = -2115125.313932
  nChanged 10
		SP:Iteration 48Q (66793.070000 sec): 3 clusters
  Score: Raw -2118428.879409 + Penalty 3302.486262 = -2115126.393146
  nChanged 12
		SP:Iteration 49Q (66793.370000 sec): 3 clusters
  Score: Raw -2118430.849742 + Penalty 3302.486262 = -2115128.363480
  nChanged 7
		SP:Iteration 50Q (66793.650000 sec): 3 clusters
  Score: Raw -2118432.010643 + Penalty 3302.486262 = -2115129.524380
  nChanged 7
		SP:Iteration 51Q (66793.980000 sec): 3 clusters
  Score: Raw -2118433.490376 + Penalty 3302.486262 = -2115131.004114
  nChanged 12
		SP:Iteration 52Q (66794.260000 sec): 3 clusters
  Score: Raw -2118434.995178 + Penalty 3302.486262 = -2115132.508915
  nChanged 8
		SP:Iteration 53Q (66794.590000 sec): 3 clusters
  Score: Raw -2118436.123389 + Penalty 3302.486262 = -2115133.637126
  nChanged 6
		SP:Iteration 54Q (66794.920000 sec): 3 clusters
  Score: Raw -2118436.832898 + Penalty 3302.486262 = -2115134.346636
  nChanged 2
		SP:Iteration 55Q (66795.220000 sec): 3 clusters
  Score: Raw -2118437.273068 + Penalty 3302.486262 = -2115134.786806
  nChanged 2
		SP:Iteration 56Q (66795.550000 sec): 3 clusters
  Score: Raw -2118437.869983 + Penalty 3302.486262 = -2115135.383720
  nChanged 3
		SP:Iteration 57Q (66795.880000 sec): 3 clusters
  Score: Raw -2118438.387875 + Penalty 3302.486262 = -2115135.901613
  nChanged 7
		SP:Iteration 58Q (66796.150000 sec): 3 clusters
  Score: Raw -2118439.319722 + Penalty 3302.486262 = -2115136.833460
  nChanged 6
		SP:Iteration 59Q (66796.450000 sec): 3 clusters
  Score: Raw -2118439.796111 + Penalty 3302.486262 = -2115137.309849
  nChanged 2
		SP:Iteration 60F (66796.780000 sec): 3 clusters
  Score: Raw -2118440.079790 + Penalty 3302.486262 = -2115137.593528
  nChanged 2
		SP:Iteration 61Q (66797.030000 sec): 3 clusters
  Score: Raw -2118440.211150 + Penalty 3302.486262 = -2115137.724888
  nChanged 1
		SP:Iteration 62Q (66797.320000 sec): 3 clusters
  Score: Raw -2118440.298527 + Penalty 3302.486262 = -2115137.812265
  nChanged 3
		SP:Iteration 63Q (66797.660000 sec): 3 clusters
  Score: Raw -2118440.626175 + Penalty 3302.486262 = -2115138.139913
  nChanged 3
		SP:Iteration 64Q (66797.980000 sec): 3 clusters
  Score: Raw -2118440.821858 + Penalty 3302.486262 = -2115138.335596
  nChanged 1
		SP:Iteration 65Q (66798.260000 sec): 3 clusters
  Score: Raw -2118441.026990 + Penalty 3302.486262 = -2115138.540728
  nChanged 3
		SP:Iteration 66Q (66798.570000 sec): 3 clusters
  Score: Raw -2118441.456868 + Penalty 3302.486262 = -2115138.970606
  nChanged 4
		SP:Iteration 67Q (66798.860000 sec): 3 clusters
  Score: Raw -2118441.855328 + Penalty 3302.486262 = -2115139.369066
  nChanged 7
		SP:Iteration 68Q (66799.210000 sec): 3 clusters
  Score: Raw -2118443.322687 + Penalty 3302.486262 = -2115140.836425
  nChanged 7
		SP:Iteration 69Q (66799.480000 sec): 3 clusters
  Score: Raw -2118444.468352 + Penalty 3302.486262 = -2115141.982090
  nChanged 10
		SP:Iteration 70Q (66799.830000 sec): 3 clusters
  Score: Raw -2118445.853952 + Penalty 3302.486262 = -2115143.367690
  nChanged 6
		SP:Iteration 71Q (66800.090000 sec): 3 clusters
  Score: Raw -2118446.478942 + Penalty 3302.486262 = -2115143.992680
  nChanged 7
		SP:Iteration 72Q (66800.400000 sec): 3 clusters
  Score: Raw -2118447.507334 + Penalty 3302.486262 = -2115145.021072
  nChanged 6
		SP:Iteration 73Q (66800.670000 sec): 3 clusters
  Score: Raw -2118448.512597 + Penalty 3302.486262 = -2115146.026335
  nChanged 7
		SP:Iteration 74Q (66800.940000 sec): 3 clusters
  Score: Raw -2118449.509318 + Penalty 3302.486262 = -2115147.023055
  nChanged 3
		SP:Iteration 75Q (66801.260000 sec): 3 clusters
  Score: Raw -2118449.788310 + Penalty 3302.486262 = -2115147.302048
  nChanged 4
		SP:Iteration 76Q (66801.560000 sec): 3 clusters
  Score: Raw -2118450.420995 + Penalty 3302.486262 = -2115147.934733
  nChanged 5
		SP:Iteration 77Q (66801.850000 sec): 3 clusters
  Score: Raw -2118451.289915 + Penalty 3302.486262 = -2115148.803652
  nChanged 7
		SP:Iteration 78Q (66802.150000 sec): 3 clusters
  Score: Raw -2118452.015126 + Penalty 3302.486262 = -2115149.528864
  nChanged 3
		SP:Iteration 79Q (66802.380000 sec): 3 clusters
  Score: Raw -2118452.558875 + Penalty 3302.486262 = -2115150.072613
  nChanged 3
		SP:Iteration 80F (66802.650000 sec): 3 clusters
  Score: Raw -2118453.161606 + Penalty 3302.486262 = -2115150.675343
  nChanged 2
		SP:Iteration 81Q (66802.900000 sec): 3 clusters
  Score: Raw -2118453.505817 + Penalty 3302.486262 = -2115151.019555
  nChanged 3
		SP:Iteration 82Q (66803.200000 sec): 3 clusters
  Score: Raw -2118453.853361 + Penalty 3302.486262 = -2115151.367099
  nChanged 2
		SP:Iteration 83Q (66803.440000 sec): 3 clusters
  Score: Raw -2118454.119984 + Penalty 3302.486262 = -2115151.633722
  nChanged 3
		SP:Iteration 84Q (66803.770000 sec): 3 clusters
  Score: Raw -2118454.604394 + Penalty 3302.486262 = -2115152.118131
  nChanged 1
		SP:Iteration 85Q (66804.130000 sec): 3 clusters
  Score: Raw -2118454.730684 + Penalty 3302.486262 = -2115152.244422
  nChanged 0
		SP:Iteration 86F (66804.460000 sec): 3 clusters
  Score: Raw -2118454.730684 + Penalty 3302.486262 = -2115152.244422
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 55 (3957 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66804.560000 sec): 2 clusters
  Score: Raw -295889.281037 + Penalty 1346.026734 = -294543.254302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66804.730000 sec): 3 clusters
  Score: Raw -293903.289465 + Penalty 2692.053468 = -291211.235996
  nChanged 1615
		SP:Iteration 1F (66804.910000 sec): 3 clusters
  Score: Raw -294929.291280 + Penalty 2692.053468 = -292237.237812
  nChanged 365
		SP:Iteration 2F (66805.070000 sec): 3 clusters
  Score: Raw -295237.872685 + Penalty 2692.053468 = -292545.819216
  nChanged 264
		SP:Iteration 3F (66805.230000 sec): 3 clusters
  Score: Raw -295449.810210 + Penalty 2692.053468 = -292757.756742
  nChanged 226
		SP:Iteration 4F (66805.390000 sec): 3 clusters
  Score: Raw -295637.338040 + Penalty 2692.053468 = -292945.284572
  nChanged 218
		SP:Iteration 5F (66805.550000 sec): 3 clusters
  Score: Raw -295823.583158 + Penalty 2692.053468 = -293131.529690
  nChanged 185
		SP:Iteration 6Q (66805.710000 sec): 3 clusters
  Score: Raw -295990.329817 + Penalty 2692.053468 = -293298.276349
  nChanged 196
		SP:Iteration 7Q (66805.870000 sec): 3 clusters
  Score: Raw -296141.340079 + Penalty 2692.053468 = -293449.286610
  nChanged 152
		SP:Iteration 8Q (66806.030000 sec): 3 clusters
  Score: Raw -296226.667983 + Penalty 2692.053468 = -293534.614514
  nChanged 115
		SP:Iteration 9Q (66806.220000 sec): 3 clusters
  Score: Raw -296289.118751 + Penalty 2692.053468 = -293597.065282
  nChanged 85
		SP:Iteration 10Q (66806.370000 sec): 3 clusters
  Score: Raw -296330.799854 + Penalty 2692.053468 = -293638.746386
  nChanged 66
		SP:Iteration 11Q (66806.550000 sec): 3 clusters
  Score: Raw -296368.460342 + Penalty 2692.053468 = -293676.406874
  nChanged 73
		SP:Iteration 12Q (66806.710000 sec): 3 clusters
  Score: Raw -296398.481981 + Penalty 2692.053468 = -293706.428513
  nChanged 51
		SP:Iteration 13Q (66806.860000 sec): 3 clusters
  Score: Raw -296426.033297 + Penalty 2692.053468 = -293733.979828
  nChanged 42
		SP:Iteration 14Q (66807.020000 sec): 3 clusters
  Score: Raw -296445.658140 + Penalty 2692.053468 = -293753.604671
  nChanged 33
		SP:Iteration 15Q (66807.180000 sec): 3 clusters
  Score: Raw -296462.500771 + Penalty 2692.053468 = -293770.447303
  nChanged 38
		SP:Iteration 16Q (66807.330000 sec): 3 clusters
  Score: Raw -296475.651143 + Penalty 2692.053468 = -293783.597675
  nChanged 34
		SP:Iteration 17Q (66807.490000 sec): 3 clusters
  Score: Raw -296490.637187 + Penalty 2692.053468 = -293798.583718
  nChanged 26
		SP:Iteration 18Q (66807.650000 sec): 3 clusters
  Score: Raw -296499.465042 + Penalty 2692.053468 = -293807.411573
  nChanged 19
		SP:Iteration 19Q (66807.810000 sec): 3 clusters
  Score: Raw -296506.867455 + Penalty 2692.053468 = -293814.813986
  nChanged 13
		SP:Iteration 20F (66807.950000 sec): 3 clusters
  Score: Raw -296511.317097 + Penalty 2692.053468 = -293819.263628
  nChanged 15
		SP:Iteration 21Q (66808.110000 sec): 3 clusters
  Score: Raw -296515.596094 + Penalty 2692.053468 = -293823.542625
  nChanged 12
		SP:Iteration 22Q (66808.310000 sec): 3 clusters
  Score: Raw -296518.634448 + Penalty 2692.053468 = -293826.580980
  nChanged 8
		SP:Iteration 23Q (66808.470000 sec): 3 clusters
  Score: Raw -296520.725632 + Penalty 2692.053468 = -293828.672163
  nChanged 10
		SP:Iteration 24Q (66808.620000 sec): 3 clusters
  Score: Raw -296522.955144 + Penalty 2692.053468 = -293830.901676
  nChanged 8
		SP:Iteration 25Q (66808.780000 sec): 3 clusters
  Score: Raw -296524.807942 + Penalty 2692.053468 = -293832.754473
  nChanged 11
		SP:Iteration 26Q (66808.940000 sec): 3 clusters
  Score: Raw -296527.727076 + Penalty 2692.053468 = -293835.673607
  nChanged 9
		SP:Iteration 27Q (66809.090000 sec): 3 clusters
  Score: Raw -296531.193929 + Penalty 2692.053468 = -293839.140461
  nChanged 9
		SP:Iteration 28Q (66809.250000 sec): 3 clusters
  Score: Raw -296533.179598 + Penalty 2692.053468 = -293841.126130
  nChanged 8
		SP:Iteration 29Q (66809.410000 sec): 3 clusters
  Score: Raw -296535.191829 + Penalty 2692.053468 = -293843.138361
  nChanged 4
		SP:Iteration 30Q (66809.590000 sec): 3 clusters
  Score: Raw -296536.266695 + Penalty 2692.053468 = -293844.213226
  nChanged 3
		SP:Iteration 31Q (66809.740000 sec): 3 clusters
  Score: Raw -296536.830592 + Penalty 2692.053468 = -293844.777124
  nChanged 1
		SP:Iteration 32Q (66809.900000 sec): 3 clusters
  Score: Raw -296537.031795 + Penalty 2692.053468 = -293844.978326
  nChanged 2
		SP:Iteration 33Q (66810.060000 sec): 3 clusters
  Score: Raw -296537.592947 + Penalty 2692.053468 = -293845.539479
  nChanged 2
		SP:Iteration 34Q (66810.210000 sec): 3 clusters
  Score: Raw -296538.323868 + Penalty 2692.053468 = -293846.270399
  nChanged 4
		SP:Iteration 35Q (66810.400000 sec): 3 clusters
  Score: Raw -296540.436315 + Penalty 2692.053468 = -293848.382847
  nChanged 4
		SP:Iteration 36Q (66810.540000 sec): 3 clusters
  Score: Raw -296541.526949 + Penalty 2692.053468 = -293849.473481
  nChanged 3
		SP:Iteration 37Q (66810.660000 sec): 3 clusters
  Score: Raw -296541.915560 + Penalty 2692.053468 = -293849.862091
  nChanged 2
		SP:Iteration 38Q (66810.820000 sec): 3 clusters
  Score: Raw -296542.224898 + Penalty 2692.053468 = -293850.171430
  nChanged 1
		SP:Iteration 39Q (66810.980000 sec): 3 clusters
  Score: Raw -296542.319914 + Penalty 2692.053468 = -293850.266446
  nChanged 0
		SP:Iteration 40F (66811.140000 sec): 3 clusters
  Score: Raw -296542.319914 + Penalty 2692.053468 = -293850.266446
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 56 (4972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66811.270000 sec): 2 clusters
  Score: Raw -365464.291250 + Penalty 1383.131336 = -364081.159914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66811.440000 sec): 3 clusters
  Score: Raw -362929.991247 + Penalty 2766.262672 = -360163.728575
  nChanged 1994
		SP:Iteration 1F (66811.590000 sec): 3 clusters
  Score: Raw -364295.629140 + Penalty 2766.262672 = -361529.366468
  nChanged 462
		SP:Iteration 2F (66811.720000 sec): 3 clusters
  Score: Raw -364761.227606 + Penalty 2766.262672 = -361994.964934
  nChanged 434
		SP:Iteration 3F (66811.840000 sec): 3 clusters
  Score: Raw -365296.126909 + Penalty 2766.262672 = -362529.864237
  nChanged 420
		SP:Iteration 4F (66811.970000 sec): 3 clusters
  Score: Raw -365735.577336 + Penalty 2766.262672 = -362969.314664
  nChanged 298
		SP:Iteration 5F (66812.100000 sec): 3 clusters
  Score: Raw -365953.005533 + Penalty 2766.262672 = -363186.742861
  nChanged 223
		SP:Iteration 6Q (66812.220000 sec): 3 clusters
  Score: Raw -366089.877237 + Penalty 2766.262672 = -363323.614565
  nChanged 145
		SP:Iteration 7Q (66812.350000 sec): 3 clusters
  Score: Raw -366160.181043 + Penalty 2766.262672 = -363393.918370
  nChanged 100
		SP:Iteration 8Q (66812.500000 sec): 3 clusters
  Score: Raw -366213.729580 + Penalty 2766.262672 = -363447.466908
  nChanged 91
		SP:Iteration 9Q (66812.720000 sec): 3 clusters
  Score: Raw -366271.022335 + Penalty 2766.262672 = -363504.759663
  nChanged 71
		SP:Iteration 10Q (66812.860000 sec): 3 clusters
  Score: Raw -366306.494715 + Penalty 2766.262672 = -363540.232043
  nChanged 56
		SP:Iteration 11Q (66812.980000 sec): 3 clusters
  Score: Raw -366328.741562 + Penalty 2766.262672 = -363562.478889
  nChanged 51
		SP:Iteration 12Q (66813.120000 sec): 3 clusters
  Score: Raw -366344.322488 + Penalty 2766.262672 = -363578.059816
  nChanged 25
		SP:Iteration 13Q (66813.260000 sec): 3 clusters
  Score: Raw -366352.166681 + Penalty 2766.262672 = -363585.904009
  nChanged 29
		SP:Iteration 14Q (66813.400000 sec): 3 clusters
  Score: Raw -366362.077942 + Penalty 2766.262672 = -363595.815269
  nChanged 32
		SP:Iteration 15Q (66813.540000 sec): 3 clusters
  Score: Raw -366373.399943 + Penalty 2766.262672 = -363607.137271
  nChanged 31
		SP:Iteration 16Q (66813.680000 sec): 3 clusters
  Score: Raw -366381.199789 + Penalty 2766.262672 = -363614.937117
  nChanged 23
		SP:Iteration 17Q (66813.830000 sec): 3 clusters
  Score: Raw -366387.801973 + Penalty 2766.262672 = -363621.539301
  nChanged 20
		SP:Iteration 18Q (66813.970000 sec): 3 clusters
  Score: Raw -366392.134151 + Penalty 2766.262672 = -363625.871478
  nChanged 22
		SP:Iteration 19Q (66814.140000 sec): 3 clusters
  Score: Raw -366398.928071 + Penalty 2766.262672 = -363632.665399
  nChanged 30
		SP:Iteration 20F (66814.320000 sec): 3 clusters
  Score: Raw -366407.070230 + Penalty 2766.262672 = -363640.807558
  nChanged 25
		SP:Iteration 21Q (66814.500000 sec): 3 clusters
  Score: Raw -366414.476951 + Penalty 2766.262672 = -363648.214279
  nChanged 18
		SP:Iteration 22Q (66814.660000 sec): 3 clusters
  Score: Raw -366420.364294 + Penalty 2766.262672 = -363654.101622
  nChanged 18
		SP:Iteration 23Q (66814.850000 sec): 3 clusters
  Score: Raw -366424.843131 + Penalty 2766.262672 = -363658.580459
  nChanged 18
		SP:Iteration 24Q (66815.020000 sec): 3 clusters
  Score: Raw -366429.364649 + Penalty 2766.262672 = -363663.101977
  nChanged 25
		SP:Iteration 25Q (66815.220000 sec): 3 clusters
  Score: Raw -366437.142337 + Penalty 2766.262672 = -363670.879665
  nChanged 27
		SP:Iteration 26Q (66815.390000 sec): 3 clusters
  Score: Raw -366447.129046 + Penalty 2766.262672 = -363680.866374
  nChanged 22
		SP:Iteration 27Q (66815.550000 sec): 3 clusters
  Score: Raw -366455.470101 + Penalty 2766.262672 = -363689.207429
  nChanged 19
		SP:Iteration 28Q (66815.750000 sec): 3 clusters
  Score: Raw -366460.950915 + Penalty 2766.262672 = -363694.688243
  nChanged 12
		SP:Iteration 29Q (66815.930000 sec): 3 clusters
  Score: Raw -366463.643234 + Penalty 2766.262672 = -363697.380562
  nChanged 12
		SP:Iteration 30Q (66816.090000 sec): 3 clusters
  Score: Raw -366466.897770 + Penalty 2766.262672 = -363700.635098
  nChanged 15
		SP:Iteration 31Q (66816.240000 sec): 3 clusters
  Score: Raw -366470.065649 + Penalty 2766.262672 = -363703.802977
  nChanged 11
		SP:Iteration 32Q (66816.380000 sec): 3 clusters
  Score: Raw -366472.779880 + Penalty 2766.262672 = -363706.517208
  nChanged 13
		SP:Iteration 33Q (66816.520000 sec): 3 clusters
  Score: Raw -366476.585310 + Penalty 2766.262672 = -363710.322638
  nChanged 14
		SP:Iteration 34Q (66816.670000 sec): 3 clusters
  Score: Raw -366480.521233 + Penalty 2766.262672 = -363714.258560
  nChanged 13
		SP:Iteration 35Q (66816.810000 sec): 3 clusters
  Score: Raw -366485.332248 + Penalty 2766.262672 = -363719.069576
  nChanged 13
		SP:Iteration 36Q (66816.980000 sec): 3 clusters
  Score: Raw -366490.088493 + Penalty 2766.262672 = -363723.825821
  nChanged 15
		SP:Iteration 37Q (66817.180000 sec): 3 clusters
  Score: Raw -366496.964169 + Penalty 2766.262672 = -363730.701497
  nChanged 24
		SP:Iteration 38Q (66817.350000 sec): 3 clusters
  Score: Raw -366508.443028 + Penalty 2766.262672 = -363742.180356
  nChanged 22
		SP:Iteration 39Q (66817.530000 sec): 3 clusters
  Score: Raw -366517.345392 + Penalty 2766.262672 = -363751.082720
  nChanged 15
		SP:Iteration 40F (66817.730000 sec): 3 clusters
  Score: Raw -366520.742014 + Penalty 2766.262672 = -363754.479342
  nChanged 8
		SP:Iteration 41Q (66817.910000 sec): 3 clusters
  Score: Raw -366522.961617 + Penalty 2766.262672 = -363756.698945
  nChanged 9
		SP:Iteration 42Q (66818.110000 sec): 3 clusters
  Score: Raw -366524.830804 + Penalty 2766.262672 = -363758.568132
  nChanged 11
		SP:Iteration 43Q (66818.270000 sec): 3 clusters
  Score: Raw -366528.351666 + Penalty 2766.262672 = -363762.088993
  nChanged 12
		SP:Iteration 44Q (66818.460000 sec): 3 clusters
  Score: Raw -366531.209901 + Penalty 2766.262672 = -363764.947228
  nChanged 9
		SP:Iteration 45Q (66818.660000 sec): 3 clusters
  Score: Raw -366533.239719 + Penalty 2766.262672 = -363766.977047
  nChanged 5
		SP:Iteration 46Q (66818.810000 sec): 3 clusters
  Score: Raw -366534.508252 + Penalty 2766.262672 = -363768.245580
  nChanged 4
		SP:Iteration 47Q (66818.950000 sec): 3 clusters
  Score: Raw -366535.006582 + Penalty 2766.262672 = -363768.743910
  nChanged 2
		SP:Iteration 48Q (66819.100000 sec): 3 clusters
  Score: Raw -366535.294049 + Penalty 2766.262672 = -363769.031377
  nChanged 1
		SP:Iteration 49Q (66819.240000 sec): 3 clusters
  Score: Raw -366535.529873 + Penalty 2766.262672 = -363769.267201
  nChanged 1
		SP:Iteration 50Q (66819.440000 sec): 3 clusters
  Score: Raw -366535.632083 + Penalty 2766.262672 = -363769.369411
  nChanged 0
		SP:Iteration 51F (66819.580000 sec): 3 clusters
  Score: Raw -366535.632083 + Penalty 2766.262672 = -363769.369411
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 57 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66819.670000 sec): 2 clusters
  Score: Raw -30630.179858 + Penalty 960.504455 = -29669.675403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66819.810000 sec): 3 clusters
  Score: Raw -30594.218317 + Penalty 1921.008909 = -28673.209408
  nChanged 72
		SP:Iteration 1F (66819.970000 sec): 3 clusters
  Score: Raw -30699.481189 + Penalty 1921.008909 = -28778.472280
  nChanged 18
		SP:Iteration 2Q (66820.120000 sec): 3 clusters
  Score: Raw -30743.012876 + Penalty 1921.008909 = -28822.003967
  nChanged 10
		SP:Iteration 3Q (66820.260000 sec): 3 clusters
  Score: Raw -30758.874960 + Penalty 1921.008909 = -28837.866050
  nChanged 2
		SP:Iteration 4Q (66820.400000 sec): 3 clusters
  Score: Raw -30766.652891 + Penalty 1921.008909 = -28845.643982
  nChanged 2
		SP:Iteration 5Q (66820.550000 sec): 3 clusters
  Score: Raw -30769.152376 + Penalty 1921.008909 = -28848.143466
  nChanged 0
		SP:Iteration 6F (66820.690000 sec): 3 clusters
  Score: Raw -30769.152376 + Penalty 1921.008909 = -28848.143466
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 58 (5205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66820.800000 sec): 2 clusters
  Score: Raw -442186.958267 + Penalty 1390.573434 = -440796.384833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66820.960000 sec): 3 clusters
  Score: Raw -439487.407635 + Penalty 2781.146869 = -436706.260766
  nChanged 2082
		SP:Iteration 1F (66821.100000 sec): 3 clusters
  Score: Raw -440674.455062 + Penalty 2781.146869 = -437893.308193
  nChanged 414
		SP:Iteration 2F (66821.270000 sec): 3 clusters
  Score: Raw -440917.780361 + Penalty 2781.146869 = -438136.633492
  nChanged 320
		SP:Iteration 3F (66821.460000 sec): 3 clusters
  Score: Raw -441099.863715 + Penalty 2781.146869 = -438318.716846
  nChanged 263
		SP:Iteration 4F (66821.620000 sec): 3 clusters
  Score: Raw -441255.735637 + Penalty 2781.146869 = -438474.588768
  nChanged 250
		SP:Iteration 5Q (66821.790000 sec): 3 clusters
  Score: Raw -441410.833747 + Penalty 2781.146869 = -438629.686879
  nChanged 218
		SP:Iteration 6Q (66821.970000 sec): 3 clusters
  Score: Raw -441546.841549 + Penalty 2781.146869 = -438765.694680
  nChanged 198
		SP:Iteration 7Q (66822.160000 sec): 3 clusters
  Score: Raw -441682.351084 + Penalty 2781.146869 = -438901.204215
  nChanged 201
		SP:Iteration 8Q (66822.370000 sec): 3 clusters
  Score: Raw -441828.992968 + Penalty 2781.146869 = -439047.846099
  nChanged 179
		SP:Iteration 9Q (66822.520000 sec): 3 clusters
  Score: Raw -441981.962868 + Penalty 2781.146869 = -439200.815999
  nChanged 171
		SP:Iteration 10Q (66822.720000 sec): 3 clusters
  Score: Raw -442148.583905 + Penalty 2781.146869 = -439367.437037
  nChanged 147
		SP:Iteration 11Q (66822.910000 sec): 3 clusters
  Score: Raw -442291.749217 + Penalty 2781.146869 = -439510.602349
  nChanged 141
		SP:Iteration 12Q (66823.060000 sec): 3 clusters
  Score: Raw -442443.836140 + Penalty 2781.146869 = -439662.689271
  nChanged 113
		SP:Iteration 13Q (66823.250000 sec): 3 clusters
  Score: Raw -442578.568362 + Penalty 2781.146869 = -439797.421494
  nChanged 90
		SP:Iteration 14Q (66823.400000 sec): 3 clusters
  Score: Raw -442671.518154 + Penalty 2781.146869 = -439890.371285
  nChanged 83
		SP:Iteration 15Q (66823.650000 sec): 3 clusters
  Score: Raw -442744.461008 + Penalty 2781.146869 = -439963.314140
  nChanged 48
		SP:Iteration 16Q (66823.770000 sec): 3 clusters
  Score: Raw -442773.761322 + Penalty 2781.146869 = -439992.614453
  nChanged 31
		SP:Iteration 17Q (66823.980000 sec): 3 clusters
  Score: Raw -442787.716055 + Penalty 2781.146869 = -440006.569186
  nChanged 22
		SP:Iteration 18Q (66824.130000 sec): 3 clusters
  Score: Raw -442798.273499 + Penalty 2781.146869 = -440017.126630
  nChanged 15
		SP:Iteration 19Q (66824.300000 sec): 3 clusters
  Score: Raw -442803.105016 + Penalty 2781.146869 = -440021.958148
  nChanged 9
		SP:Iteration 20F (66824.440000 sec): 3 clusters
  Score: Raw -442805.758986 + Penalty 2781.146869 = -440024.612117
  nChanged 8
		SP:Iteration 21Q (66824.620000 sec): 3 clusters
  Score: Raw -442808.515923 + Penalty 2781.146869 = -440027.369054
  nChanged 3
		SP:Iteration 22Q (66824.810000 sec): 3 clusters
  Score: Raw -442809.453963 + Penalty 2781.146869 = -440028.307094
  nChanged 3
		SP:Iteration 23Q (66824.960000 sec): 3 clusters
  Score: Raw -442810.291678 + Penalty 2781.146869 = -440029.144810
  nChanged 2
		SP:Iteration 24Q (66825.140000 sec): 3 clusters
  Score: Raw -442811.002727 + Penalty 2781.146869 = -440029.855858
  nChanged 1
		SP:Iteration 25Q (66825.330000 sec): 3 clusters
  Score: Raw -442811.502581 + Penalty 2781.146869 = -440030.355712
  nChanged 0
		SP:Iteration 26F (66825.450000 sec): 3 clusters
  Score: Raw -442811.502581 + Penalty 2781.146869 = -440030.355712
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 59 (14095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66825.630000 sec): 2 clusters
  Score: Raw -1216386.214230 + Penalty 1552.456003 = -1214833.758227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66825.820000 sec): 3 clusters
  Score: Raw -1208142.807805 + Penalty 3104.912006 = -1205037.895799
  nChanged 6154
		SP:Iteration 1F (66826.020000 sec): 3 clusters
  Score: Raw -1211372.639532 + Penalty 3104.912006 = -1208267.727525
  nChanged 810
		SP:Iteration 2F (66826.280000 sec): 3 clusters
  Score: Raw -1211720.362936 + Penalty 3104.912006 = -1208615.450930
  nChanged 750
		SP:Iteration 3F (66826.520000 sec): 3 clusters
  Score: Raw -1212051.135272 + Penalty 3104.912006 = -1208946.223266
  nChanged 738
		SP:Iteration 4F (66826.790000 sec): 3 clusters
  Score: Raw -1212376.903651 + Penalty 3104.912006 = -1209271.991645
  nChanged 707
		SP:Iteration 5F (66827.020000 sec): 3 clusters
  Score: Raw -1212722.206824 + Penalty 3104.912006 = -1209617.294818
  nChanged 697
		SP:Iteration 6Q (66827.310000 sec): 3 clusters
  Score: Raw -1213101.237185 + Penalty 3104.912006 = -1209996.325179
  nChanged 665
		SP:Iteration 7Q (66827.630000 sec): 3 clusters
  Score: Raw -1213447.406601 + Penalty 3104.912006 = -1210342.494595
  nChanged 649
		SP:Iteration 8Q (66827.870000 sec): 3 clusters
  Score: Raw -1213755.697230 + Penalty 3104.912006 = -1210650.785223
  nChanged 549
		SP:Iteration 9Q (66828.080000 sec): 3 clusters
  Score: Raw -1214009.479723 + Penalty 3104.912006 = -1210904.567717
  nChanged 504
		SP:Iteration 10Q (66828.340000 sec): 3 clusters
  Score: Raw -1214235.789400 + Penalty 3104.912006 = -1211130.877394
  nChanged 491
		SP:Iteration 11Q (66828.590000 sec): 3 clusters
  Score: Raw -1214449.369657 + Penalty 3104.912006 = -1211344.457650
  nChanged 447
		SP:Iteration 12Q (66828.830000 sec): 3 clusters
  Score: Raw -1214645.462932 + Penalty 3104.912006 = -1211540.550926
  nChanged 396
		SP:Iteration 13Q (66829.070000 sec): 3 clusters
  Score: Raw -1214815.162699 + Penalty 3104.912006 = -1211710.250693
  nChanged 371
		SP:Iteration 14Q (66829.310000 sec): 3 clusters
  Score: Raw -1214961.093168 + Penalty 3104.912006 = -1211856.181162
  nChanged 331
		SP:Iteration 15Q (66829.570000 sec): 3 clusters
  Score: Raw -1215084.112817 + Penalty 3104.912006 = -1211979.200811
  nChanged 326
		SP:Iteration 16Q (66829.810000 sec): 3 clusters
  Score: Raw -1215205.956480 + Penalty 3104.912006 = -1212101.044474
  nChanged 322
		SP:Iteration 17Q (66830.070000 sec): 3 clusters
  Score: Raw -1215322.769316 + Penalty 3104.912006 = -1212217.857310
  nChanged 287
		SP:Iteration 18Q (66830.310000 sec): 3 clusters
  Score: Raw -1215426.185660 + Penalty 3104.912006 = -1212321.273653
  nChanged 271
		SP:Iteration 19Q (66830.540000 sec): 3 clusters
  Score: Raw -1215527.889973 + Penalty 3104.912006 = -1212422.977967
  nChanged 299
		SP:Iteration 20F (66830.760000 sec): 3 clusters
  Score: Raw -1215636.732686 + Penalty 3104.912006 = -1212531.820680
  nChanged 289
		SP:Iteration 21Q (66831.000000 sec): 3 clusters
  Score: Raw -1215748.107778 + Penalty 3104.912006 = -1212643.195772
  nChanged 294
		SP:Iteration 22Q (66831.230000 sec): 3 clusters
  Score: Raw -1215865.746904 + Penalty 3104.912006 = -1212760.834898
  nChanged 280
		SP:Iteration 23Q (66831.460000 sec): 3 clusters
  Score: Raw -1215978.348215 + Penalty 3104.912006 = -1212873.436209
  nChanged 278
		SP:Iteration 24Q (66831.650000 sec): 3 clusters
  Score: Raw -1216094.126487 + Penalty 3104.912006 = -1212989.214481
  nChanged 269
		SP:Iteration 25Q (66831.890000 sec): 3 clusters
  Score: Raw -1216204.651935 + Penalty 3104.912006 = -1213099.739929
  nChanged 251
		SP:Iteration 26Q (66832.160000 sec): 3 clusters
  Score: Raw -1216323.170645 + Penalty 3104.912006 = -1213218.258639
  nChanged 226
		SP:Iteration 27Q (66832.430000 sec): 3 clusters
  Score: Raw -1216420.411465 + Penalty 3104.912006 = -1213315.499459
  nChanged 196
		SP:Iteration 28Q (66832.660000 sec): 3 clusters
  Score: Raw -1216514.823069 + Penalty 3104.912006 = -1213409.911063
  nChanged 170
		SP:Iteration 29Q (66832.910000 sec): 3 clusters
  Score: Raw -1216598.235632 + Penalty 3104.912006 = -1213493.323626
  nChanged 153
		SP:Iteration 30Q (66833.140000 sec): 3 clusters
  Score: Raw -1216688.314365 + Penalty 3104.912006 = -1213583.402359
  nChanged 115
		SP:Iteration 31Q (66833.390000 sec): 3 clusters
  Score: Raw -1216750.329350 + Penalty 3104.912006 = -1213645.417344
  nChanged 99
		SP:Iteration 32Q (66833.650000 sec): 3 clusters
  Score: Raw -1216808.326170 + Penalty 3104.912006 = -1213703.414164
  nChanged 108
		SP:Iteration 33Q (66833.910000 sec): 3 clusters
  Score: Raw -1216860.261362 + Penalty 3104.912006 = -1213755.349356
  nChanged 87
		SP:Iteration 34Q (66834.190000 sec): 3 clusters
  Score: Raw -1216896.868494 + Penalty 3104.912006 = -1213791.956488
  nChanged 72
		SP:Iteration 35Q (66834.410000 sec): 3 clusters
  Score: Raw -1216922.773461 + Penalty 3104.912006 = -1213817.861455
  nChanged 51
		SP:Iteration 36Q (66834.700000 sec): 3 clusters
  Score: Raw -1216937.601557 + Penalty 3104.912006 = -1213832.689551
  nChanged 29
		SP:Iteration 37Q (66834.930000 sec): 3 clusters
  Score: Raw -1216946.681141 + Penalty 3104.912006 = -1213841.769135
  nChanged 32
		SP:Iteration 38Q (66835.160000 sec): 3 clusters
  Score: Raw -1216956.971999 + Penalty 3104.912006 = -1213852.059993
  nChanged 31
		SP:Iteration 39Q (66835.450000 sec): 3 clusters
  Score: Raw -1216965.849005 + Penalty 3104.912006 = -1213860.936999
  nChanged 24
		SP:Iteration 40F (66835.680000 sec): 3 clusters
  Score: Raw -1216973.012613 + Penalty 3104.912006 = -1213868.100607
  nChanged 19
		SP:Iteration 41Q (66835.930000 sec): 3 clusters
  Score: Raw -1216978.100553 + Penalty 3104.912006 = -1213873.188547
  nChanged 8
		SP:Iteration 42Q (66836.210000 sec): 3 clusters
  Score: Raw -1216980.043195 + Penalty 3104.912006 = -1213875.131189
  nChanged 2
		SP:Iteration 43Q (66836.470000 sec): 3 clusters
  Score: Raw -1216980.379941 + Penalty 3104.912006 = -1213875.467934
  nChanged 0
		SP:Iteration 44F (66836.720000 sec): 3 clusters
  Score: Raw -1216980.379941 + Penalty 3104.912006 = -1213875.467934
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 60 (665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66836.780000 sec): 2 clusters
  Score: Raw -53042.062469 + Penalty 1056.215394 = -51985.847075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66836.920000 sec): 3 clusters
  Score: Raw -52892.526642 + Penalty 2112.430788 = -50780.095854
  nChanged 174
		SP:Iteration 1F (66837.070000 sec): 3 clusters
  Score: Raw -53088.366973 + Penalty 2112.430788 = -50975.936185
  nChanged 52
		SP:Iteration 2F (66837.190000 sec): 3 clusters
  Score: Raw -53163.676117 + Penalty 2112.430788 = -51051.245328
  nChanged 24
		SP:Iteration 3Q (66837.350000 sec): 3 clusters
  Score: Raw -53204.491081 + Penalty 2112.430788 = -51092.060293
  nChanged 25
		SP:Iteration 4Q (66837.510000 sec): 3 clusters
  Score: Raw -53262.096989 + Penalty 2112.430788 = -51149.666201
  nChanged 23
		SP:Iteration 5Q (66837.670000 sec): 3 clusters
  Score: Raw -53337.237108 + Penalty 2112.430788 = -51224.806320
  nChanged 37
		SP:Iteration 6F (66837.830000 sec): 3 clusters
  Score: Raw -53441.875669 + Penalty 2112.430788 = -51329.444881
  nChanged 29
		SP:Iteration 7Q (66837.990000 sec): 3 clusters
  Score: Raw -53542.848513 + Penalty 2112.430788 = -51430.417724
  nChanged 18
		SP:Iteration 8Q (66838.150000 sec): 3 clusters
  Score: Raw -53631.702742 + Penalty 2112.430788 = -51519.271954
  nChanged 19
		SP:Iteration 9Q (66838.360000 sec): 3 clusters
  Score: Raw -53770.255430 + Penalty 2112.430788 = -51657.824642
  nChanged 25
		SP:Iteration 10Q (66838.540000 sec): 3 clusters
  Score: Raw -53836.326687 + Penalty 2112.430788 = -51723.895899
  nChanged 13
		SP:Iteration 11Q (66838.740000 sec): 3 clusters
  Score: Raw -53865.505379 + Penalty 2112.430788 = -51753.074591
  nChanged 8
		SP:Iteration 12Q (66838.890000 sec): 3 clusters
  Score: Raw -53882.928111 + Penalty 2112.430788 = -51770.497323
  nChanged 5
		SP:Iteration 13Q (66839.050000 sec): 3 clusters
  Score: Raw -53891.133604 + Penalty 2112.430788 = -51778.702816
  nChanged 0
		SP:Iteration 14F (66839.200000 sec): 3 clusters
  Score: Raw -53891.133604 + Penalty 2112.430788 = -51778.702816
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 61 (11198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66839.310000 sec): 2 clusters
  Score: Raw -923655.380366 + Penalty 1515.067201 = -922140.313165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66839.520000 sec): 3 clusters
  Score: Raw -917315.657497 + Penalty 3030.134403 = -914285.523094
  nChanged 4804
		SP:Iteration 1F (66839.810000 sec): 3 clusters
  Score: Raw -919934.579779 + Penalty 3030.134403 = -916904.445376
  nChanged 661
		SP:Iteration 2F (66839.960000 sec): 3 clusters
  Score: Raw -920226.017492 + Penalty 3030.134403 = -917195.883089
  nChanged 583
		SP:Iteration 3F (66840.140000 sec): 3 clusters
  Score: Raw -920481.277219 + Penalty 3030.134403 = -917451.142816
  nChanged 507
		SP:Iteration 4Q (66840.330000 sec): 3 clusters
  Score: Raw -920736.194179 + Penalty 3030.134403 = -917706.059776
  nChanged 543
		SP:Iteration 5Q (66840.520000 sec): 3 clusters
  Score: Raw -921030.164019 + Penalty 3030.134403 = -918000.029616
  nChanged 586
		SP:Iteration 6F (66840.770000 sec): 3 clusters
  Score: Raw -921389.934876 + Penalty 3030.134403 = -918359.800473
  nChanged 600
		SP:Iteration 7F (66840.990000 sec): 3 clusters
  Score: Raw -921792.402588 + Penalty 3030.134403 = -918762.268185
  nChanged 602
		SP:Iteration 8F (66841.130000 sec): 3 clusters
  Score: Raw -922239.025381 + Penalty 3030.134403 = -919208.890979
  nChanged 593
		SP:Iteration 9F (66841.380000 sec): 3 clusters
  Score: Raw -922695.702258 + Penalty 3030.134403 = -919665.567855
  nChanged 522
		SP:Iteration 10Q (66841.540000 sec): 3 clusters
  Score: Raw -923112.178326 + Penalty 3030.134403 = -920082.043923
  nChanged 392
		SP:Iteration 11Q (66841.780000 sec): 3 clusters
  Score: Raw -923436.687085 + Penalty 3030.134403 = -920406.552683
  nChanged 304
		SP:Iteration 12Q (66841.980000 sec): 3 clusters
  Score: Raw -923728.301133 + Penalty 3030.134403 = -920698.166730
  nChanged 199
		SP:Iteration 13Q (66842.230000 sec): 3 clusters
  Score: Raw -923893.595911 + Penalty 3030.134403 = -920863.461508
  nChanged 158
		SP:Iteration 14Q (66842.440000 sec): 3 clusters
  Score: Raw -924009.015410 + Penalty 3030.134403 = -920978.881007
  nChanged 131
		SP:Iteration 15Q (66842.600000 sec): 3 clusters
  Score: Raw -924080.839708 + Penalty 3030.134403 = -921050.705305
  nChanged 96
		SP:Iteration 16Q (66842.860000 sec): 3 clusters
  Score: Raw -924133.936897 + Penalty 3030.134403 = -921103.802495
  nChanged 77
		SP:Iteration 17Q (66843.010000 sec): 3 clusters
  Score: Raw -924166.375067 + Penalty 3030.134403 = -921136.240664
  nChanged 57
		SP:Iteration 18Q (66843.260000 sec): 3 clusters
  Score: Raw -924185.655985 + Penalty 3030.134403 = -921155.521582
  nChanged 51
		SP:Iteration 19Q (66843.420000 sec): 3 clusters
  Score: Raw -924200.028725 + Penalty 3030.134403 = -921169.894322
  nChanged 37
		SP:Iteration 20F (66843.650000 sec): 3 clusters
  Score: Raw -924211.891878 + Penalty 3030.134403 = -921181.757476
  nChanged 35
		SP:Iteration 21Q (66843.830000 sec): 3 clusters
  Score: Raw -924222.844522 + Penalty 3030.134403 = -921192.710119
  nChanged 34
		SP:Iteration 22Q (66844.010000 sec): 3 clusters
  Score: Raw -924233.483318 + Penalty 3030.134403 = -921203.348915
  nChanged 32
		SP:Iteration 23Q (66844.210000 sec): 3 clusters
  Score: Raw -924243.746128 + Penalty 3030.134403 = -921213.611725
  nChanged 24
		SP:Iteration 24Q (66844.490000 sec): 3 clusters
  Score: Raw -924250.324783 + Penalty 3030.134403 = -921220.190380
  nChanged 18
		SP:Iteration 25Q (66844.620000 sec): 3 clusters
  Score: Raw -924256.159435 + Penalty 3030.134403 = -921226.025033
  nChanged 16
		SP:Iteration 26Q (66844.820000 sec): 3 clusters
  Score: Raw -924261.771396 + Penalty 3030.134403 = -921231.636994
  nChanged 20
		SP:Iteration 27Q (66845.070000 sec): 3 clusters
  Score: Raw -924269.449905 + Penalty 3030.134403 = -921239.315502
  nChanged 19
		SP:Iteration 28Q (66845.300000 sec): 3 clusters
  Score: Raw -924276.002944 + Penalty 3030.134403 = -921245.868542
  nChanged 21
		SP:Iteration 29Q (66845.490000 sec): 3 clusters
  Score: Raw -924284.353812 + Penalty 3030.134403 = -921254.219409
  nChanged 28
		SP:Iteration 30Q (66845.690000 sec): 3 clusters
  Score: Raw -924298.693705 + Penalty 3030.134403 = -921268.559303
  nChanged 40
		SP:Iteration 31Q (66845.900000 sec): 3 clusters
  Score: Raw -924321.149385 + Penalty 3030.134403 = -921291.014982
  nChanged 39
		SP:Iteration 32Q (66846.100000 sec): 3 clusters
  Score: Raw -924348.169931 + Penalty 3030.134403 = -921318.035528
  nChanged 50
		SP:Iteration 33Q (66846.310000 sec): 3 clusters
  Score: Raw -924384.293259 + Penalty 3030.134403 = -921354.158856
  nChanged 58
		SP:Iteration 34Q (66846.580000 sec): 3 clusters
  Score: Raw -924421.869072 + Penalty 3030.134403 = -921391.734669
  nChanged 51
		SP:Iteration 35Q (66846.800000 sec): 3 clusters
  Score: Raw -924446.498750 + Penalty 3030.134403 = -921416.364347
  nChanged 36
		SP:Iteration 36Q (66847.010000 sec): 3 clusters
  Score: Raw -924461.598848 + Penalty 3030.134403 = -921431.464446
  nChanged 34
		SP:Iteration 37Q (66847.230000 sec): 3 clusters
  Score: Raw -924476.612754 + Penalty 3030.134403 = -921446.478351
  nChanged 32
		SP:Iteration 38Q (66847.410000 sec): 3 clusters
  Score: Raw -924490.851915 + Penalty 3030.134403 = -921460.717512
  nChanged 29
		SP:Iteration 39Q (66847.590000 sec): 3 clusters
  Score: Raw -924502.239922 + Penalty 3030.134403 = -921472.105519
  nChanged 29
		SP:Iteration 40F (66847.860000 sec): 3 clusters
  Score: Raw -924513.112175 + Penalty 3030.134403 = -921482.977772
  nChanged 20
		SP:Iteration 41Q (66848.100000 sec): 3 clusters
  Score: Raw -924519.817276 + Penalty 3030.134403 = -921489.682873
  nChanged 13
		SP:Iteration 42Q (66848.300000 sec): 3 clusters
  Score: Raw -924524.121171 + Penalty 3030.134403 = -921493.986768
  nChanged 15
		SP:Iteration 43Q (66848.500000 sec): 3 clusters
  Score: Raw -924529.597743 + Penalty 3030.134403 = -921499.463340
  nChanged 17
		SP:Iteration 44Q (66848.690000 sec): 3 clusters
  Score: Raw -924537.073985 + Penalty 3030.134403 = -921506.939583
  nChanged 22
		SP:Iteration 45Q (66848.930000 sec): 3 clusters
  Score: Raw -924543.972692 + Penalty 3030.134403 = -921513.838289
  nChanged 18
		SP:Iteration 46Q (66849.160000 sec): 3 clusters
  Score: Raw -924548.029835 + Penalty 3030.134403 = -921517.895432
  nChanged 15
		SP:Iteration 47Q (66849.380000 sec): 3 clusters
  Score: Raw -924550.769934 + Penalty 3030.134403 = -921520.635532
  nChanged 8
		SP:Iteration 48Q (66849.580000 sec): 3 clusters
  Score: Raw -924552.322603 + Penalty 3030.134403 = -921522.188201
  nChanged 4
		SP:Iteration 49Q (66849.820000 sec): 3 clusters
  Score: Raw -924552.785586 + Penalty 3030.134403 = -921522.651183
  nChanged 4
		SP:Iteration 50Q (66850.040000 sec): 3 clusters
  Score: Raw -924553.397391 + Penalty 3030.134403 = -921523.262988
  nChanged 6
		SP:Iteration 51Q (66850.200000 sec): 3 clusters
  Score: Raw -924554.478184 + Penalty 3030.134403 = -921524.343781
  nChanged 8
		SP:Iteration 52Q (66850.400000 sec): 3 clusters
  Score: Raw -924556.193012 + Penalty 3030.134403 = -921526.058609
  nChanged 9
		SP:Iteration 53Q (66850.620000 sec): 3 clusters
  Score: Raw -924558.276125 + Penalty 3030.134403 = -921528.141722
  nChanged 7
		SP:Iteration 54Q (66850.780000 sec): 3 clusters
  Score: Raw -924559.956606 + Penalty 3030.134403 = -921529.822203
  nChanged 8
		SP:Iteration 55Q (66851.000000 sec): 3 clusters
  Score: Raw -924562.141337 + Penalty 3030.134403 = -921532.006934
  nChanged 9
		SP:Iteration 56Q (66851.150000 sec): 3 clusters
  Score: Raw -924564.490328 + Penalty 3030.134403 = -921534.355925
  nChanged 8
		SP:Iteration 57Q (66851.360000 sec): 3 clusters
  Score: Raw -924566.284581 + Penalty 3030.134403 = -921536.150178
  nChanged 5
		SP:Iteration 58Q (66851.590000 sec): 3 clusters
  Score: Raw -924567.834637 + Penalty 3030.134403 = -921537.700234
  nChanged 12
		SP:Iteration 59Q (66851.800000 sec): 3 clusters
  Score: Raw -924571.358935 + Penalty 3030.134403 = -921541.224532
  nChanged 15
		SP:Iteration 60F (66852.010000 sec): 3 clusters
  Score: Raw -924575.333554 + Penalty 3030.134403 = -921545.199151
  nChanged 18
		SP:Iteration 61Q (66852.210000 sec): 3 clusters
  Score: Raw -924579.780222 + Penalty 3030.134403 = -921549.645819
  nChanged 17
		SP:Iteration 62Q (66852.430000 sec): 3 clusters
  Score: Raw -924584.749087 + Penalty 3030.134403 = -921554.614684
  nChanged 16
		SP:Iteration 63Q (66852.650000 sec): 3 clusters
  Score: Raw -924590.309375 + Penalty 3030.134403 = -921560.174972
  nChanged 21
		SP:Iteration 64Q (66852.850000 sec): 3 clusters
  Score: Raw -924597.814045 + Penalty 3030.134403 = -921567.679642
  nChanged 17
		SP:Iteration 65Q (66853.040000 sec): 3 clusters
  Score: Raw -924603.317156 + Penalty 3030.134403 = -921573.182753
  nChanged 18
		SP:Iteration 66Q (66853.240000 sec): 3 clusters
  Score: Raw -924610.164597 + Penalty 3030.134403 = -921580.030194
  nChanged 26
		SP:Iteration 67Q (66853.420000 sec): 3 clusters
  Score: Raw -924617.488255 + Penalty 3030.134403 = -921587.353852
  nChanged 11
		SP:Iteration 68Q (66853.670000 sec): 3 clusters
  Score: Raw -924620.265519 + Penalty 3030.134403 = -921590.131116
  nChanged 8
		SP:Iteration 69Q (66853.840000 sec): 3 clusters
  Score: Raw -924622.390420 + Penalty 3030.134403 = -921592.256018
  nChanged 10
		SP:Iteration 70Q (66854.000000 sec): 3 clusters
  Score: Raw -924624.873377 + Penalty 3030.134403 = -921594.738975
  nChanged 5
		SP:Iteration 71Q (66854.200000 sec): 3 clusters
  Score: Raw -924626.182294 + Penalty 3030.134403 = -921596.047892
  nChanged 6
		SP:Iteration 72Q (66854.400000 sec): 3 clusters
  Score: Raw -924627.550881 + Penalty 3030.134403 = -921597.416478
  nChanged 8
		SP:Iteration 73Q (66854.560000 sec): 3 clusters
  Score: Raw -924629.355849 + Penalty 3030.134403 = -921599.221446
  nChanged 0
		SP:Iteration 74F (66854.790000 sec): 3 clusters
  Score: Raw -924629.355849 + Penalty 3030.134403 = -921599.221446
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 62 (37313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66855.040000 sec): 2 clusters
  Score: Raw -3497703.249051 + Penalty 1710.653274 = -3495992.595777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66855.390000 sec): 3 clusters
  Score: Raw -3474425.880070 + Penalty 3421.306548 = -3471004.573522
  nChanged 17211
		SP:Iteration 1F (66855.710000 sec): 3 clusters
  Score: Raw -3484256.637670 + Penalty 3421.306548 = -3480835.331122
  nChanged 1715
		SP:Iteration 2Q (66856.090000 sec): 3 clusters
  Score: Raw -3484900.655858 + Penalty 3421.306548 = -3481479.349311
  nChanged 1826
		SP:Iteration 3Q (66856.460000 sec): 3 clusters
  Score: Raw -3485771.560493 + Penalty 3421.306548 = -3482350.253946
  nChanged 2254
		SP:Iteration 4F (66856.810000 sec): 3 clusters
  Score: Raw -3487116.980502 + Penalty 3421.306548 = -3483695.673954
  nChanged 2611
		SP:Iteration 5F (66857.140000 sec): 3 clusters
  Score: Raw -3489035.838146 + Penalty 3421.306548 = -3485614.531599
  nChanged 2900
		SP:Iteration 6F (66857.500000 sec): 3 clusters
  Score: Raw -3491642.015681 + Penalty 3421.306548 = -3488220.709134
  nChanged 2594
		SP:Iteration 7F (66857.820000 sec): 3 clusters
  Score: Raw -3494157.905126 + Penalty 3421.306548 = -3490736.598578
  nChanged 1695
		SP:Iteration 8Q (66858.200000 sec): 3 clusters
  Score: Raw -3495819.667222 + Penalty 3421.306548 = -3492398.360674
  nChanged 951
		SP:Iteration 9Q (66858.580000 sec): 3 clusters
  Score: Raw -3496759.434242 + Penalty 3421.306548 = -3493338.127694
  nChanged 537
		SP:Iteration 10Q (66858.880000 sec): 3 clusters
  Score: Raw -3497258.407160 + Penalty 3421.306548 = -3493837.100612
  nChanged 268
		SP:Iteration 11Q (66859.240000 sec): 3 clusters
  Score: Raw -3497474.444851 + Penalty 3421.306548 = -3494053.138303
  nChanged 164
		SP:Iteration 12Q (66859.550000 sec): 3 clusters
  Score: Raw -3497591.868161 + Penalty 3421.306548 = -3494170.561614
  nChanged 118
		SP:Iteration 13Q (66859.950000 sec): 3 clusters
  Score: Raw -3497670.069691 + Penalty 3421.306548 = -3494248.763143
  nChanged 78
		SP:Iteration 14Q (66860.340000 sec): 3 clusters
  Score: Raw -3497721.987572 + Penalty 3421.306548 = -3494300.681024
  nChanged 69
		SP:Iteration 15Q (66860.670000 sec): 3 clusters
  Score: Raw -3497765.638769 + Penalty 3421.306548 = -3494344.332221
  nChanged 54
		SP:Iteration 16Q (66861.010000 sec): 3 clusters
  Score: Raw -3497801.380286 + Penalty 3421.306548 = -3494380.073738
  nChanged 42
		SP:Iteration 17Q (66861.300000 sec): 3 clusters
  Score: Raw -3497825.123978 + Penalty 3421.306548 = -3494403.817431
  nChanged 34
		SP:Iteration 18Q (66861.640000 sec): 3 clusters
  Score: Raw -3497846.356277 + Penalty 3421.306548 = -3494425.049730
  nChanged 24
		SP:Iteration 19Q (66861.980000 sec): 3 clusters
  Score: Raw -3497866.550974 + Penalty 3421.306548 = -3494445.244426
  nChanged 23
		SP:Iteration 20F (66862.360000 sec): 3 clusters
  Score: Raw -3497881.481943 + Penalty 3421.306548 = -3494460.175395
  nChanged 18
		SP:Iteration 21Q (66862.680000 sec): 3 clusters
  Score: Raw -3497890.363514 + Penalty 3421.306548 = -3494469.056966
  nChanged 14
		SP:Iteration 22Q (66863.060000 sec): 3 clusters
  Score: Raw -3497898.727495 + Penalty 3421.306548 = -3494477.420947
  nChanged 13
		SP:Iteration 23Q (66863.450000 sec): 3 clusters
  Score: Raw -3497907.313859 + Penalty 3421.306548 = -3494486.007311
  nChanged 11
		SP:Iteration 24Q (66863.760000 sec): 3 clusters
  Score: Raw -3497913.768301 + Penalty 3421.306548 = -3494492.461753
  nChanged 5
		SP:Iteration 25Q (66864.170000 sec): 3 clusters
  Score: Raw -3497916.906058 + Penalty 3421.306548 = -3494495.599510
  nChanged 10
		SP:Iteration 26Q (66864.470000 sec): 3 clusters
  Score: Raw -3497922.727148 + Penalty 3421.306548 = -3494501.420600
  nChanged 6
		SP:Iteration 27Q (66864.860000 sec): 3 clusters
  Score: Raw -3497926.685183 + Penalty 3421.306548 = -3494505.378636
  nChanged 6
		SP:Iteration 28Q (66865.240000 sec): 3 clusters
  Score: Raw -3497929.189849 + Penalty 3421.306548 = -3494507.883301
  nChanged 2
		SP:Iteration 29Q (66865.580000 sec): 3 clusters
  Score: Raw -3497930.520778 + Penalty 3421.306548 = -3494509.214231
  nChanged 2
		SP:Iteration 30Q (66865.900000 sec): 3 clusters
  Score: Raw -3497931.715874 + Penalty 3421.306548 = -3494510.409326
  nChanged 1
		SP:Iteration 31Q (66866.230000 sec): 3 clusters
  Score: Raw -3497931.993864 + Penalty 3421.306548 = -3494510.687316
  nChanged 1
		SP:Iteration 32Q (66866.590000 sec): 3 clusters
  Score: Raw -3497932.480309 + Penalty 3421.306548 = -3494511.173761
  nChanged 1
		SP:Iteration 33Q (66866.950000 sec): 3 clusters
  Score: Raw -3497933.095688 + Penalty 3421.306548 = -3494511.789141
  nChanged 0
		SP:Iteration 34F (66867.320000 sec): 3 clusters
  Score: Raw -3497933.095688 + Penalty 3421.306548 = -3494511.789141
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 63 (777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66867.420000 sec): 2 clusters
  Score: Raw -60925.559157 + Penalty 1081.509057 = -59844.050100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66867.600000 sec): 3 clusters
  Score: Raw -60763.648647 + Penalty 2163.018114 = -58600.630534
  nChanged 225
		SP:Iteration 1F (66867.730000 sec): 3 clusters
  Score: Raw -61113.646861 + Penalty 2163.018114 = -58950.628747
  nChanged 82
		SP:Iteration 2F (66867.890000 sec): 3 clusters
  Score: Raw -61276.721089 + Penalty 2163.018114 = -59113.702975
  nChanged 55
		SP:Iteration 3F (66868.070000 sec): 3 clusters
  Score: Raw -61361.459514 + Penalty 2163.018114 = -59198.441400
  nChanged 32
		SP:Iteration 4Q (66868.250000 sec): 3 clusters
  Score: Raw -61409.092499 + Penalty 2163.018114 = -59246.074385
  nChanged 22
		SP:Iteration 5Q (66868.400000 sec): 3 clusters
  Score: Raw -61440.732853 + Penalty 2163.018114 = -59277.714739
  nChanged 16
		SP:Iteration 6Q (66868.570000 sec): 3 clusters
  Score: Raw -61468.403405 + Penalty 2163.018114 = -59305.385291
  nChanged 12
		SP:Iteration 7Q (66868.720000 sec): 3 clusters
  Score: Raw -61494.040046 + Penalty 2163.018114 = -59331.021932
  nChanged 13
		SP:Iteration 8Q (66868.900000 sec): 3 clusters
  Score: Raw -61521.345410 + Penalty 2163.018114 = -59358.327296
  nChanged 10
		SP:Iteration 9Q (66869.020000 sec): 3 clusters
  Score: Raw -61542.033723 + Penalty 2163.018114 = -59379.015609
  nChanged 7
		SP:Iteration 10Q (66869.190000 sec): 3 clusters
  Score: Raw -61555.234430 + Penalty 2163.018114 = -59392.216316
  nChanged 7
		SP:Iteration 11Q (66869.340000 sec): 3 clusters
  Score: Raw -61565.826839 + Penalty 2163.018114 = -59402.808725
  nChanged 4
		SP:Iteration 12Q (66869.500000 sec): 3 clusters
  Score: Raw -61578.320660 + Penalty 2163.018114 = -59415.302546
  nChanged 7
		SP:Iteration 13Q (66869.680000 sec): 3 clusters
  Score: Raw -61591.113242 + Penalty 2163.018114 = -59428.095129
  nChanged 2
		SP:Iteration 14Q (66869.840000 sec): 3 clusters
  Score: Raw -61595.394796 + Penalty 2163.018114 = -59432.376682
  nChanged 3
		SP:Iteration 15Q (66870.000000 sec): 3 clusters
  Score: Raw -61598.955893 + Penalty 2163.018114 = -59435.937779
  nChanged 1
		SP:Iteration 16Q (66870.180000 sec): 3 clusters
  Score: Raw -61600.032501 + Penalty 2163.018114 = -59437.014387
  nChanged 1
		SP:Iteration 17Q (66870.320000 sec): 3 clusters
  Score: Raw -61600.891263 + Penalty 2163.018114 = -59437.873149
  nChanged 1
		SP:Iteration 18Q (66870.480000 sec): 3 clusters
  Score: Raw -61601.778302 + Penalty 2163.018114 = -59438.760188
  nChanged 1
		SP:Iteration 19Q (66870.610000 sec): 3 clusters
  Score: Raw -61604.051094 + Penalty 2163.018114 = -59441.032980
  nChanged 1
		SP:Iteration 20F (66870.750000 sec): 3 clusters
  Score: Raw -61606.285186 + Penalty 2163.018114 = -59443.267072
  nChanged 1
		SP:Iteration 21Q (66870.900000 sec): 3 clusters
  Score: Raw -61608.069515 + Penalty 2163.018114 = -59445.051401
  nChanged 1
		SP:Iteration 22Q (66871.060000 sec): 3 clusters
  Score: Raw -61608.577470 + Penalty 2163.018114 = -59445.559356
  nChanged 1
		SP:Iteration 23Q (66871.190000 sec): 3 clusters
  Score: Raw -61609.424034 + Penalty 2163.018114 = -59446.405920
  nChanged 1
		SP:Iteration 24Q (66871.320000 sec): 3 clusters
  Score: Raw -61612.175881 + Penalty 2163.018114 = -59449.157767
  nChanged 0
		SP:Iteration 25F (66871.480000 sec): 3 clusters
  Score: Raw -61612.175881 + Penalty 2163.018114 = -59449.157767
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 64 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66871.620000 sec): 2 clusters
  Score: Raw -36967.533101 + Penalty 986.494881 = -35981.038220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66871.720000 sec): 3 clusters
  Score: Raw -36934.074485 + Penalty 1972.989762 = -34961.084724
  nChanged 87
		SP:Iteration 1F (66871.930000 sec): 3 clusters
  Score: Raw -37069.678896 + Penalty 1972.989762 = -35096.689134
  nChanged 30
		SP:Iteration 2F (66872.050000 sec): 3 clusters
  Score: Raw -37111.733526 + Penalty 1972.989762 = -35138.743764
  nChanged 5
		SP:Iteration 3Q (66872.210000 sec): 3 clusters
  Score: Raw -37125.942747 + Penalty 1972.989762 = -35152.952985
  nChanged 5
		SP:Iteration 4Q (66872.360000 sec): 3 clusters
  Score: Raw -37134.588656 + Penalty 1972.989762 = -35161.598895
  nChanged 6
		SP:Iteration 5Q (66872.510000 sec): 3 clusters
  Score: Raw -37143.798548 + Penalty 1972.989762 = -35170.808786
  nChanged 1
		SP:Iteration 6Q (66872.690000 sec): 3 clusters
  Score: Raw -37144.561790 + Penalty 1972.989762 = -35171.572029
  nChanged 0
		SP:Iteration 7F (66872.860000 sec): 3 clusters
  Score: Raw -37144.561790 + Penalty 1972.989762 = -35171.572029
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 65 (1548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66872.960000 sec): 2 clusters
  Score: Raw -128769.480876 + Penalty 1193.516846 = -127575.964030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66873.110000 sec): 3 clusters
  Score: Raw -128179.403079 + Penalty 2387.033693 = -125792.369386
  nChanged 517
		SP:Iteration 1F (66873.260000 sec): 3 clusters
  Score: Raw -128535.624015 + Penalty 2387.033693 = -126148.590323
  nChanged 113
		SP:Iteration 2F (66873.420000 sec): 3 clusters
  Score: Raw -128629.616754 + Penalty 2387.033693 = -126242.583061
  nChanged 72
		SP:Iteration 3Q (66873.570000 sec): 3 clusters
  Score: Raw -128680.686365 + Penalty 2387.033693 = -126293.652672
  nChanged 48
		SP:Iteration 4Q (66873.690000 sec): 3 clusters
  Score: Raw -128714.009785 + Penalty 2387.033693 = -126326.976093
  nChanged 36
		SP:Iteration 5Q (66873.870000 sec): 3 clusters
  Score: Raw -128740.098884 + Penalty 2387.033693 = -126353.065191
  nChanged 24
		SP:Iteration 6Q (66874.030000 sec): 3 clusters
  Score: Raw -128757.771171 + Penalty 2387.033693 = -126370.737478
  nChanged 22
		SP:Iteration 7Q (66874.180000 sec): 3 clusters
  Score: Raw -128771.892949 + Penalty 2387.033693 = -126384.859256
  nChanged 14
		SP:Iteration 8Q (66874.300000 sec): 3 clusters
  Score: Raw -128784.171273 + Penalty 2387.033693 = -126397.137581
  nChanged 14
		SP:Iteration 9Q (66874.450000 sec): 3 clusters
  Score: Raw -128792.864315 + Penalty 2387.033693 = -126405.830622
  nChanged 12
		SP:Iteration 10Q (66874.620000 sec): 3 clusters
  Score: Raw -128797.315129 + Penalty 2387.033693 = -126410.281436
  nChanged 12
		SP:Iteration 11Q (66874.750000 sec): 3 clusters
  Score: Raw -128804.127066 + Penalty 2387.033693 = -126417.093373
  nChanged 10
		SP:Iteration 12Q (66874.970000 sec): 3 clusters
  Score: Raw -128808.711940 + Penalty 2387.033693 = -126421.678247
  nChanged 9
		SP:Iteration 13Q (66875.100000 sec): 3 clusters
  Score: Raw -128817.532897 + Penalty 2387.033693 = -126430.499204
  nChanged 12
		SP:Iteration 14Q (66875.270000 sec): 3 clusters
  Score: Raw -128828.031813 + Penalty 2387.033693 = -126440.998120
  nChanged 13
		SP:Iteration 15Q (66875.450000 sec): 3 clusters
  Score: Raw -128836.615757 + Penalty 2387.033693 = -126449.582065
  nChanged 11
		SP:Iteration 16Q (66875.540000 sec): 3 clusters
  Score: Raw -128843.282740 + Penalty 2387.033693 = -126456.249047
  nChanged 8
		SP:Iteration 17Q (66875.750000 sec): 3 clusters
  Score: Raw -128849.196619 + Penalty 2387.033693 = -126462.162927
  nChanged 8
		SP:Iteration 18Q (66875.920000 sec): 3 clusters
  Score: Raw -128854.885379 + Penalty 2387.033693 = -126467.851686
  nChanged 13
		SP:Iteration 19Q (66876.090000 sec): 3 clusters
  Score: Raw -128861.561259 + Penalty 2387.033693 = -126474.527566
  nChanged 11
		SP:Iteration 20F (66876.270000 sec): 3 clusters
  Score: Raw -128866.976527 + Penalty 2387.033693 = -126479.942834
  nChanged 7
		SP:Iteration 21Q (66876.380000 sec): 3 clusters
  Score: Raw -128870.511934 + Penalty 2387.033693 = -126483.478241
  nChanged 3
		SP:Iteration 22Q (66876.540000 sec): 3 clusters
  Score: Raw -128871.298799 + Penalty 2387.033693 = -126484.265106
  nChanged 3
		SP:Iteration 23Q (66876.750000 sec): 3 clusters
  Score: Raw -128872.772217 + Penalty 2387.033693 = -126485.738524
  nChanged 3
		SP:Iteration 24Q (66876.910000 sec): 3 clusters
  Score: Raw -128874.994119 + Penalty 2387.033693 = -126487.960426
  nChanged 3
		SP:Iteration 25Q (66877.050000 sec): 3 clusters
  Score: Raw -128876.148370 + Penalty 2387.033693 = -126489.114677
  nChanged 1
		SP:Iteration 26Q (66877.210000 sec): 3 clusters
  Score: Raw -128876.761195 + Penalty 2387.033693 = -126489.727503
  nChanged 1
		SP:Iteration 27Q (66877.370000 sec): 3 clusters
  Score: Raw -128877.150341 + Penalty 2387.033693 = -126490.116648
  nChanged 0
		SP:Iteration 28F (66877.540000 sec): 3 clusters
  Score: Raw -128877.150341 + Penalty 2387.033693 = -126490.116648
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 66 (450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66877.650000 sec): 2 clusters
  Score: Raw -36746.869961 + Penalty 992.752732 = -35754.117229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66877.790000 sec): 3 clusters
  Score: Raw -36685.178542 + Penalty 1985.505464 = -34699.673077
  nChanged 80
		SP:Iteration 1F (66877.930000 sec): 3 clusters
  Score: Raw -36810.649820 + Penalty 1985.505464 = -34825.144355
  nChanged 32
		SP:Iteration 2F (66878.090000 sec): 3 clusters
  Score: Raw -36856.322740 + Penalty 1985.505464 = -34870.817276
  nChanged 11
		SP:Iteration 3Q (66878.240000 sec): 3 clusters
  Score: Raw -36877.199822 + Penalty 1985.505464 = -34891.694358
  nChanged 8
		SP:Iteration 4Q (66878.390000 sec): 3 clusters
  Score: Raw -36899.655875 + Penalty 1985.505464 = -34914.150410
  nChanged 4
		SP:Iteration 5Q (66878.560000 sec): 3 clusters
  Score: Raw -36910.148852 + Penalty 1985.505464 = -34924.643387
  nChanged 6
		SP:Iteration 6Q (66878.730000 sec): 3 clusters
  Score: Raw -36919.284022 + Penalty 1985.505464 = -34933.778557
  nChanged 4
		SP:Iteration 7Q (66878.950000 sec): 3 clusters
  Score: Raw -36931.107729 + Penalty 1985.505464 = -34945.602265
  nChanged 4
		SP:Iteration 8Q (66879.080000 sec): 3 clusters
  Score: Raw -36940.715315 + Penalty 1985.505464 = -34955.209850
  nChanged 5
		SP:Iteration 9Q (66879.220000 sec): 3 clusters
  Score: Raw -36949.118340 + Penalty 1985.505464 = -34963.612875
  nChanged 4
		SP:Iteration 10Q (66879.400000 sec): 3 clusters
  Score: Raw -36955.266745 + Penalty 1985.505464 = -34969.761281
  nChanged 1
		SP:Iteration 11Q (66879.570000 sec): 3 clusters
  Score: Raw -36957.057934 + Penalty 1985.505464 = -34971.552469
  nChanged 0
		SP:Iteration 12F (66879.700000 sec): 3 clusters
  Score: Raw -36957.057934 + Penalty 1985.505464 = -34971.552469
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 67 (2749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66879.790000 sec): 2 clusters
  Score: Raw -225208.804643 + Penalty 1286.836279 = -223921.968364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66879.930000 sec): 3 clusters
  Score: Raw -223928.574886 + Penalty 2573.672559 = -221354.902328
  nChanged 1042
		SP:Iteration 1F (66880.090000 sec): 3 clusters
  Score: Raw -224527.921926 + Penalty 2573.672559 = -221954.249367
  nChanged 202
		SP:Iteration 2F (66880.220000 sec): 3 clusters
  Score: Raw -224644.635222 + Penalty 2573.672559 = -222070.962663
  nChanged 114
		SP:Iteration 3Q (66880.370000 sec): 3 clusters
  Score: Raw -224706.094425 + Penalty 2573.672559 = -222132.421866
  nChanged 91
		SP:Iteration 4Q (66880.540000 sec): 3 clusters
  Score: Raw -224759.640786 + Penalty 2573.672559 = -222185.968227
  nChanged 75
		SP:Iteration 5Q (66880.640000 sec): 3 clusters
  Score: Raw -224793.010476 + Penalty 2573.672559 = -222219.337918
  nChanged 63
		SP:Iteration 6Q (66880.730000 sec): 3 clusters
  Score: Raw -224824.777721 + Penalty 2573.672559 = -222251.105163
  nChanged 52
		SP:Iteration 7Q (66880.870000 sec): 3 clusters
  Score: Raw -224851.900230 + Penalty 2573.672559 = -222278.227671
  nChanged 51
		SP:Iteration 8Q (66880.990000 sec): 3 clusters
  Score: Raw -224873.025165 + Penalty 2573.672559 = -222299.352606
  nChanged 38
		SP:Iteration 9Q (66881.120000 sec): 3 clusters
  Score: Raw -224890.843175 + Penalty 2573.672559 = -222317.170617
  nChanged 51
		SP:Iteration 10Q (66881.300000 sec): 3 clusters
  Score: Raw -224919.241789 + Penalty 2573.672559 = -222345.569231
  nChanged 51
		SP:Iteration 11Q (66881.470000 sec): 3 clusters
  Score: Raw -224948.888667 + Penalty 2573.672559 = -222375.216108
  nChanged 61
		SP:Iteration 12Q (66881.680000 sec): 3 clusters
  Score: Raw -224980.618582 + Penalty 2573.672559 = -222406.946023
  nChanged 58
		SP:Iteration 13Q (66881.840000 sec): 3 clusters
  Score: Raw -225017.236440 + Penalty 2573.672559 = -222443.563881
  nChanged 65
		SP:Iteration 14Q (66881.990000 sec): 3 clusters
  Score: Raw -225057.484540 + Penalty 2573.672559 = -222483.811981
  nChanged 68
		SP:Iteration 15Q (66882.170000 sec): 3 clusters
  Score: Raw -225102.989159 + Penalty 2573.672559 = -222529.316600
  nChanged 73
		SP:Iteration 16Q (66882.340000 sec): 3 clusters
  Score: Raw -225157.053134 + Penalty 2573.672559 = -222583.380576
  nChanged 77
		SP:Iteration 17Q (66882.490000 sec): 3 clusters
  Score: Raw -225222.094543 + Penalty 2573.672559 = -222648.421985
  nChanged 79
		SP:Iteration 18Q (66882.690000 sec): 3 clusters
  Score: Raw -225294.256734 + Penalty 2573.672559 = -222720.584176
  nChanged 78
		SP:Iteration 19Q (66882.820000 sec): 3 clusters
  Score: Raw -225364.872025 + Penalty 2573.672559 = -222791.199467
  nChanged 67
		SP:Iteration 20F (66882.970000 sec): 3 clusters
  Score: Raw -225435.533208 + Penalty 2573.672559 = -222861.860649
  nChanged 83
		SP:Iteration 21Q (66883.140000 sec): 3 clusters
  Score: Raw -225528.741532 + Penalty 2573.672559 = -222955.068973
  nChanged 83
		SP:Iteration 22Q (66883.350000 sec): 3 clusters
  Score: Raw -225612.441273 + Penalty 2573.672559 = -223038.768714
  nChanged 55
		SP:Iteration 23Q (66883.510000 sec): 3 clusters
  Score: Raw -225658.808158 + Penalty 2573.672559 = -223085.135599
  nChanged 49
		SP:Iteration 24Q (66883.710000 sec): 3 clusters
  Score: Raw -225703.247626 + Penalty 2573.672559 = -223129.575068
  nChanged 49
		SP:Iteration 25Q (66883.830000 sec): 3 clusters
  Score: Raw -225737.314444 + Penalty 2573.672559 = -223163.641885
  nChanged 29
		SP:Iteration 26Q (66883.980000 sec): 3 clusters
  Score: Raw -225755.976762 + Penalty 2573.672559 = -223182.304204
  nChanged 21
		SP:Iteration 27Q (66884.170000 sec): 3 clusters
  Score: Raw -225771.955644 + Penalty 2573.672559 = -223198.283086
  nChanged 17
		SP:Iteration 28Q (66884.300000 sec): 3 clusters
  Score: Raw -225780.153162 + Penalty 2573.672559 = -223206.480603
  nChanged 9
		SP:Iteration 29Q (66884.490000 sec): 3 clusters
  Score: Raw -225786.792347 + Penalty 2573.672559 = -223213.119788
  nChanged 9
		SP:Iteration 30Q (66884.670000 sec): 3 clusters
  Score: Raw -225793.330662 + Penalty 2573.672559 = -223219.658104
  nChanged 12
		SP:Iteration 31Q (66884.850000 sec): 3 clusters
  Score: Raw -225801.337535 + Penalty 2573.672559 = -223227.664977
  nChanged 14
		SP:Iteration 32Q (66884.990000 sec): 3 clusters
  Score: Raw -225811.539898 + Penalty 2573.672559 = -223237.867339
  nChanged 15
		SP:Iteration 33Q (66885.170000 sec): 3 clusters
  Score: Raw -225822.026031 + Penalty 2573.672559 = -223248.353473
  nChanged 15
		SP:Iteration 34Q (66885.350000 sec): 3 clusters
  Score: Raw -225830.965106 + Penalty 2573.672559 = -223257.292547
  nChanged 10
		SP:Iteration 35Q (66885.510000 sec): 3 clusters
  Score: Raw -225837.307335 + Penalty 2573.672559 = -223263.634776
  nChanged 9
		SP:Iteration 36Q (66885.630000 sec): 3 clusters
  Score: Raw -225842.605265 + Penalty 2573.672559 = -223268.932707
  nChanged 5
		SP:Iteration 37Q (66885.810000 sec): 3 clusters
  Score: Raw -225845.517954 + Penalty 2573.672559 = -223271.845395
  nChanged 5
		SP:Iteration 38Q (66885.950000 sec): 3 clusters
  Score: Raw -225849.025939 + Penalty 2573.672559 = -223275.353380
  nChanged 5
		SP:Iteration 39Q (66886.110000 sec): 3 clusters
  Score: Raw -225852.299078 + Penalty 2573.672559 = -223278.626519
  nChanged 7
		SP:Iteration 40F (66886.260000 sec): 3 clusters
  Score: Raw -225856.002250 + Penalty 2573.672559 = -223282.329691
  nChanged 6
		SP:Iteration 41Q (66886.420000 sec): 3 clusters
  Score: Raw -225858.997297 + Penalty 2573.672559 = -223285.324738
  nChanged 4
		SP:Iteration 42Q (66886.560000 sec): 3 clusters
  Score: Raw -225862.063731 + Penalty 2573.672559 = -223288.391172
  nChanged 2
		SP:Iteration 43Q (66886.720000 sec): 3 clusters
  Score: Raw -225863.401887 + Penalty 2573.672559 = -223289.729328
  nChanged 0
		SP:Iteration 44F (66886.930000 sec): 3 clusters
  Score: Raw -225863.401887 + Penalty 2573.672559 = -223289.729328
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 68 (6725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66887.000000 sec): 2 clusters
  Score: Raw -557191.030626 + Penalty 1432.207921 = -555758.822705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66887.190000 sec): 3 clusters
  Score: Raw -553500.601130 + Penalty 2864.415841 = -550636.185288
  nChanged 2815
		SP:Iteration 1F (66887.380000 sec): 3 clusters
  Score: Raw -555153.975028 + Penalty 2864.415841 = -552289.559186
  nChanged 514
		SP:Iteration 2F (66887.550000 sec): 3 clusters
  Score: Raw -555495.405819 + Penalty 2864.415841 = -552630.989978
  nChanged 468
		SP:Iteration 3F (66887.740000 sec): 3 clusters
  Score: Raw -555940.232382 + Penalty 2864.415841 = -553075.816541
  nChanged 484
		SP:Iteration 4F (66887.930000 sec): 3 clusters
  Score: Raw -556361.194042 + Penalty 2864.415841 = -553496.778200
  nChanged 405
		SP:Iteration 5F (66888.130000 sec): 3 clusters
  Score: Raw -556636.318839 + Penalty 2864.415841 = -553771.902998
  nChanged 322
		SP:Iteration 6Q (66888.280000 sec): 3 clusters
  Score: Raw -556863.622708 + Penalty 2864.415841 = -553999.206867
  nChanged 316
		SP:Iteration 7Q (66888.500000 sec): 3 clusters
  Score: Raw -557091.556841 + Penalty 2864.415841 = -554227.141000
  nChanged 283
		SP:Iteration 8Q (66888.690000 sec): 3 clusters
  Score: Raw -557293.032896 + Penalty 2864.415841 = -554428.617054
  nChanged 240
		SP:Iteration 9Q (66888.840000 sec): 3 clusters
  Score: Raw -557463.254724 + Penalty 2864.415841 = -554598.838883
  nChanged 195
		SP:Iteration 10Q (66889.040000 sec): 3 clusters
  Score: Raw -557586.557195 + Penalty 2864.415841 = -554722.141353
  nChanged 144
		SP:Iteration 11Q (66889.210000 sec): 3 clusters
  Score: Raw -557670.932904 + Penalty 2864.415841 = -554806.517062
  nChanged 121
		SP:Iteration 12Q (66889.430000 sec): 3 clusters
  Score: Raw -557756.039759 + Penalty 2864.415841 = -554891.623917
  nChanged 100
		SP:Iteration 13Q (66889.570000 sec): 3 clusters
  Score: Raw -557827.906649 + Penalty 2864.415841 = -554963.490808
  nChanged 78
		SP:Iteration 14Q (66889.750000 sec): 3 clusters
  Score: Raw -557879.320677 + Penalty 2864.415841 = -555014.904836
  nChanged 85
		SP:Iteration 15Q (66889.940000 sec): 3 clusters
  Score: Raw -557940.102451 + Penalty 2864.415841 = -555075.686610
  nChanged 77
		SP:Iteration 16Q (66890.100000 sec): 3 clusters
  Score: Raw -557992.484558 + Penalty 2864.415841 = -555128.068717
  nChanged 65
		SP:Iteration 17Q (66890.280000 sec): 3 clusters
  Score: Raw -558041.342554 + Penalty 2864.415841 = -555176.926713
  nChanged 57
		SP:Iteration 18Q (66890.460000 sec): 3 clusters
  Score: Raw -558076.385285 + Penalty 2864.415841 = -555211.969444
  nChanged 37
		SP:Iteration 19Q (66890.600000 sec): 3 clusters
  Score: Raw -558094.079726 + Penalty 2864.415841 = -555229.663885
  nChanged 25
		SP:Iteration 20F (66890.780000 sec): 3 clusters
  Score: Raw -558112.272079 + Penalty 2864.415841 = -555247.856238
  nChanged 30
		SP:Iteration 21Q (66890.980000 sec): 3 clusters
  Score: Raw -558132.835146 + Penalty 2864.415841 = -555268.419304
  nChanged 24
		SP:Iteration 22Q (66891.130000 sec): 3 clusters
  Score: Raw -558145.064560 + Penalty 2864.415841 = -555280.648719
  nChanged 21
		SP:Iteration 23Q (66891.290000 sec): 3 clusters
  Score: Raw -558159.875386 + Penalty 2864.415841 = -555295.459545
  nChanged 23
		SP:Iteration 24Q (66891.480000 sec): 3 clusters
  Score: Raw -558177.602566 + Penalty 2864.415841 = -555313.186725
  nChanged 17
		SP:Iteration 25Q (66891.670000 sec): 3 clusters
  Score: Raw -558191.931859 + Penalty 2864.415841 = -555327.516017
  nChanged 18
		SP:Iteration 26Q (66891.830000 sec): 3 clusters
  Score: Raw -558203.902427 + Penalty 2864.415841 = -555339.486586
  nChanged 16
		SP:Iteration 27Q (66892.000000 sec): 3 clusters
  Score: Raw -558215.470963 + Penalty 2864.415841 = -555351.055121
  nChanged 17
		SP:Iteration 28Q (66892.180000 sec): 3 clusters
  Score: Raw -558228.619616 + Penalty 2864.415841 = -555364.203774
  nChanged 18
		SP:Iteration 29Q (66892.360000 sec): 3 clusters
  Score: Raw -558240.188376 + Penalty 2864.415841 = -555375.772535
  nChanged 14
		SP:Iteration 30Q (66892.520000 sec): 3 clusters
  Score: Raw -558249.365935 + Penalty 2864.415841 = -555384.950093
  nChanged 12
		SP:Iteration 31Q (66892.720000 sec): 3 clusters
  Score: Raw -558255.200166 + Penalty 2864.415841 = -555390.784325
  nChanged 8
		SP:Iteration 32Q (66892.910000 sec): 3 clusters
  Score: Raw -558259.444691 + Penalty 2864.415841 = -555395.028849
  nChanged 9
		SP:Iteration 33Q (66893.060000 sec): 3 clusters
  Score: Raw -558265.597381 + Penalty 2864.415841 = -555401.181539
  nChanged 10
		SP:Iteration 34Q (66893.250000 sec): 3 clusters
  Score: Raw -558271.402823 + Penalty 2864.415841 = -555406.986981
  nChanged 16
		SP:Iteration 35Q (66893.470000 sec): 3 clusters
  Score: Raw -558282.322580 + Penalty 2864.415841 = -555417.906739
  nChanged 13
		SP:Iteration 36Q (66893.610000 sec): 3 clusters
  Score: Raw -558292.165145 + Penalty 2864.415841 = -555427.749304
  nChanged 18
		SP:Iteration 37Q (66893.800000 sec): 3 clusters
  Score: Raw -558306.889638 + Penalty 2864.415841 = -555442.473797
  nChanged 10
		SP:Iteration 38Q (66893.980000 sec): 3 clusters
  Score: Raw -558315.255682 + Penalty 2864.415841 = -555450.839841
  nChanged 12
		SP:Iteration 39Q (66894.120000 sec): 3 clusters
  Score: Raw -558324.187867 + Penalty 2864.415841 = -555459.772026
  nChanged 13
		SP:Iteration 40F (66894.290000 sec): 3 clusters
  Score: Raw -558339.474145 + Penalty 2864.415841 = -555475.058303
  nChanged 14
		SP:Iteration 41Q (66894.490000 sec): 3 clusters
  Score: Raw -558355.824137 + Penalty 2864.415841 = -555491.408295
  nChanged 8
		SP:Iteration 42Q (66894.680000 sec): 3 clusters
  Score: Raw -558362.377840 + Penalty 2864.415841 = -555497.961998
  nChanged 8
		SP:Iteration 43Q (66894.860000 sec): 3 clusters
  Score: Raw -558371.612361 + Penalty 2864.415841 = -555507.196519
  nChanged 7
		SP:Iteration 44Q (66895.010000 sec): 3 clusters
  Score: Raw -558382.046881 + Penalty 2864.415841 = -555517.631040
  nChanged 11
		SP:Iteration 45Q (66895.210000 sec): 3 clusters
  Score: Raw -558394.527998 + Penalty 2864.415841 = -555530.112157
  nChanged 8
		SP:Iteration 46Q (66895.400000 sec): 3 clusters
  Score: Raw -558400.534765 + Penalty 2864.415841 = -555536.118924
  nChanged 5
		SP:Iteration 47Q (66895.570000 sec): 3 clusters
  Score: Raw -558405.703618 + Penalty 2864.415841 = -555541.287777
  nChanged 6
		SP:Iteration 48Q (66895.750000 sec): 3 clusters
  Score: Raw -558412.874148 + Penalty 2864.415841 = -555548.458306
  nChanged 6
		SP:Iteration 49Q (66895.930000 sec): 3 clusters
  Score: Raw -558420.718905 + Penalty 2864.415841 = -555556.303064
  nChanged 6
		SP:Iteration 50Q (66896.120000 sec): 3 clusters
  Score: Raw -558428.293256 + Penalty 2864.415841 = -555563.877415
  nChanged 7
		SP:Iteration 51Q (66896.300000 sec): 3 clusters
  Score: Raw -558436.180961 + Penalty 2864.415841 = -555571.765119
  nChanged 8
		SP:Iteration 52Q (66896.440000 sec): 3 clusters
  Score: Raw -558444.137449 + Penalty 2864.415841 = -555579.721607
  nChanged 5
		SP:Iteration 53Q (66896.570000 sec): 3 clusters
  Score: Raw -558451.403151 + Penalty 2864.415841 = -555586.987309
  nChanged 4
		SP:Iteration 54Q (66896.750000 sec): 3 clusters
  Score: Raw -558457.288044 + Penalty 2864.415841 = -555592.872203
  nChanged 4
		SP:Iteration 55Q (66896.920000 sec): 3 clusters
  Score: Raw -558467.728486 + Penalty 2864.415841 = -555603.312644
  nChanged 5
		SP:Iteration 56Q (66897.090000 sec): 3 clusters
  Score: Raw -558483.752171 + Penalty 2864.415841 = -555619.336330
  nChanged 7
		SP:Iteration 57Q (66897.270000 sec): 3 clusters
  Score: Raw -558498.039534 + Penalty 2864.415841 = -555633.623693
  nChanged 4
		SP:Iteration 58Q (66897.480000 sec): 3 clusters
  Score: Raw -558503.834508 + Penalty 2864.415841 = -555639.418667
  nChanged 3
		SP:Iteration 59Q (66897.610000 sec): 3 clusters
  Score: Raw -558504.899724 + Penalty 2864.415841 = -555640.483882
  nChanged 1
		SP:Iteration 60F (66897.810000 sec): 3 clusters
  Score: Raw -558505.577666 + Penalty 2864.415841 = -555641.161824
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 69 (2975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66897.910000 sec): 2 clusters
  Score: Raw -232008.150219 + Penalty 1299.674889 = -230708.475330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66898.080000 sec): 3 clusters
  Score: Raw -230605.223440 + Penalty 2599.349778 = -228005.873662
  nChanged 1101
		SP:Iteration 1F (66898.260000 sec): 3 clusters
  Score: Raw -231309.236325 + Penalty 2599.349778 = -228709.886547
  nChanged 239
		SP:Iteration 2F (66898.410000 sec): 3 clusters
  Score: Raw -231463.994929 + Penalty 2599.349778 = -228864.645151
  nChanged 155
		SP:Iteration 3F (66898.510000 sec): 3 clusters
  Score: Raw -231548.319382 + Penalty 2599.349778 = -228948.969603
  nChanged 113
		SP:Iteration 4Q (66898.710000 sec): 3 clusters
  Score: Raw -231611.106290 + Penalty 2599.349778 = -229011.756512
  nChanged 83
		SP:Iteration 5Q (66898.870000 sec): 3 clusters
  Score: Raw -231659.057978 + Penalty 2599.349778 = -229059.708200
  nChanged 84
		SP:Iteration 6Q (66899.030000 sec): 3 clusters
  Score: Raw -231713.227888 + Penalty 2599.349778 = -229113.878110
  nChanged 84
		SP:Iteration 7Q (66899.170000 sec): 3 clusters
  Score: Raw -231760.206902 + Penalty 2599.349778 = -229160.857124
  nChanged 81
		SP:Iteration 8Q (66899.300000 sec): 3 clusters
  Score: Raw -231800.775780 + Penalty 2599.349778 = -229201.426002
  nChanged 63
		SP:Iteration 9Q (66899.470000 sec): 3 clusters
  Score: Raw -231834.866099 + Penalty 2599.349778 = -229235.516320
  nChanged 55
		SP:Iteration 10Q (66899.660000 sec): 3 clusters
  Score: Raw -231868.029575 + Penalty 2599.349778 = -229268.679796
  nChanged 54
		SP:Iteration 11Q (66899.830000 sec): 3 clusters
  Score: Raw -231902.310210 + Penalty 2599.349778 = -229302.960431
  nChanged 61
		SP:Iteration 12Q (66900.000000 sec): 3 clusters
  Score: Raw -231933.581778 + Penalty 2599.349778 = -229334.231999
  nChanged 52
		SP:Iteration 13Q (66900.180000 sec): 3 clusters
  Score: Raw -231960.029001 + Penalty 2599.349778 = -229360.679223
  nChanged 42
		SP:Iteration 14Q (66900.290000 sec): 3 clusters
  Score: Raw -231980.408555 + Penalty 2599.349778 = -229381.058776
  nChanged 35
		SP:Iteration 15Q (66900.480000 sec): 3 clusters
  Score: Raw -231997.254639 + Penalty 2599.349778 = -229397.904861
  nChanged 26
		SP:Iteration 16Q (66900.600000 sec): 3 clusters
  Score: Raw -232008.589027 + Penalty 2599.349778 = -229409.239248
  nChanged 23
		SP:Iteration 17Q (66900.750000 sec): 3 clusters
  Score: Raw -232018.692246 + Penalty 2599.349778 = -229419.342467
  nChanged 22
		SP:Iteration 18Q (66900.910000 sec): 3 clusters
  Score: Raw -232027.541793 + Penalty 2599.349778 = -229428.192015
  nChanged 23
		SP:Iteration 19Q (66901.010000 sec): 3 clusters
  Score: Raw -232038.233139 + Penalty 2599.349778 = -229438.883361
  nChanged 29
		SP:Iteration 20F (66901.130000 sec): 3 clusters
  Score: Raw -232052.600855 + Penalty 2599.349778 = -229453.251077
  nChanged 27
		SP:Iteration 21Q (66901.300000 sec): 3 clusters
  Score: Raw -232064.208519 + Penalty 2599.349778 = -229464.858740
  nChanged 16
		SP:Iteration 22Q (66901.460000 sec): 3 clusters
  Score: Raw -232071.200717 + Penalty 2599.349778 = -229471.850938
  nChanged 21
		SP:Iteration 23Q (66901.600000 sec): 3 clusters
  Score: Raw -232079.878345 + Penalty 2599.349778 = -229480.528566
  nChanged 23
		SP:Iteration 24Q (66901.740000 sec): 3 clusters
  Score: Raw -232089.543954 + Penalty 2599.349778 = -229490.194175
  nChanged 22
		SP:Iteration 25Q (66901.880000 sec): 3 clusters
  Score: Raw -232099.315523 + Penalty 2599.349778 = -229499.965745
  nChanged 22
		SP:Iteration 26Q (66902.020000 sec): 3 clusters
  Score: Raw -232111.258275 + Penalty 2599.349778 = -229511.908497
  nChanged 20
		SP:Iteration 27Q (66902.150000 sec): 3 clusters
  Score: Raw -232121.187207 + Penalty 2599.349778 = -229521.837429
  nChanged 20
		SP:Iteration 28Q (66902.290000 sec): 3 clusters
  Score: Raw -232129.675557 + Penalty 2599.349778 = -229530.325779
  nChanged 14
		SP:Iteration 29Q (66902.420000 sec): 3 clusters
  Score: Raw -232135.938385 + Penalty 2599.349778 = -229536.588607
  nChanged 10
		SP:Iteration 30Q (66902.550000 sec): 3 clusters
  Score: Raw -232140.759590 + Penalty 2599.349778 = -229541.409812
  nChanged 9
		SP:Iteration 31Q (66902.710000 sec): 3 clusters
  Score: Raw -232144.896612 + Penalty 2599.349778 = -229545.546833
  nChanged 8
		SP:Iteration 32Q (66902.880000 sec): 3 clusters
  Score: Raw -232147.639689 + Penalty 2599.349778 = -229548.289910
  nChanged 5
		SP:Iteration 33Q (66903.050000 sec): 3 clusters
  Score: Raw -232149.060978 + Penalty 2599.349778 = -229549.711199
  nChanged 5
		SP:Iteration 34Q (66903.140000 sec): 3 clusters
  Score: Raw -232150.772860 + Penalty 2599.349778 = -229551.423082
  nChanged 5
		SP:Iteration 35Q (66903.350000 sec): 3 clusters
  Score: Raw -232152.981667 + Penalty 2599.349778 = -229553.631888
  nChanged 7
		SP:Iteration 36Q (66903.480000 sec): 3 clusters
  Score: Raw -232157.506487 + Penalty 2599.349778 = -229558.156708
  nChanged 6
		SP:Iteration 37Q (66903.690000 sec): 3 clusters
  Score: Raw -232159.658537 + Penalty 2599.349778 = -229560.308759
  nChanged 6
		SP:Iteration 38Q (66903.810000 sec): 3 clusters
  Score: Raw -232161.686588 + Penalty 2599.349778 = -229562.336810
  nChanged 6
		SP:Iteration 39Q (66904.020000 sec): 3 clusters
  Score: Raw -232163.260761 + Penalty 2599.349778 = -229563.910983
  nChanged 7
		SP:Iteration 40F (66904.150000 sec): 3 clusters
  Score: Raw -232165.788207 + Penalty 2599.349778 = -229566.438429
  nChanged 8
		SP:Iteration 41Q (66904.240000 sec): 3 clusters
  Score: Raw -232168.462173 + Penalty 2599.349778 = -229569.112394
  nChanged 9
		SP:Iteration 42Q (66904.350000 sec): 3 clusters
  Score: Raw -232170.507108 + Penalty 2599.349778 = -229571.157330
  nChanged 5
		SP:Iteration 43Q (66904.450000 sec): 3 clusters
  Score: Raw -232171.304497 + Penalty 2599.349778 = -229571.954718
  nChanged 1
		SP:Iteration 44Q (66904.540000 sec): 3 clusters
  Score: Raw -232171.479761 + Penalty 2599.349778 = -229572.129983
  nChanged 2
		SP:Iteration 45Q (66904.630000 sec): 3 clusters
  Score: Raw -232172.225483 + Penalty 2599.349778 = -229572.875704
  nChanged 1
		SP:Iteration 46Q (66904.730000 sec): 3 clusters
  Score: Raw -232172.458464 + Penalty 2599.349778 = -229573.108686
  nChanged 1
		SP:Iteration 47Q (66904.850000 sec): 3 clusters
  Score: Raw -232172.997535 + Penalty 2599.349778 = -229573.647756
  nChanged 2
		SP:Iteration 48Q (66904.940000 sec): 3 clusters
  Score: Raw -232173.865192 + Penalty 2599.349778 = -229574.515413
  nChanged 3
		SP:Iteration 49Q (66905.030000 sec): 3 clusters
  Score: Raw -232174.460963 + Penalty 2599.349778 = -229575.111184
  nChanged 1
		SP:Iteration 50Q (66905.130000 sec): 3 clusters
  Score: Raw -232174.810542 + Penalty 2599.349778 = -229575.460764
  nChanged 2
		SP:Iteration 51Q (66905.250000 sec): 3 clusters
  Score: Raw -232175.094386 + Penalty 2599.349778 = -229575.744607
  nChanged 1
		SP:Iteration 52Q (66905.340000 sec): 3 clusters
  Score: Raw -232175.780544 + Penalty 2599.349778 = -229576.430766
  nChanged 1
		SP:Iteration 53Q (66905.480000 sec): 3 clusters
  Score: Raw -232175.961951 + Penalty 2599.349778 = -229576.612173
  nChanged 0
		SP:Iteration 54F (66905.590000 sec): 3 clusters
  Score: Raw -232175.961951 + Penalty 2599.349778 = -229576.612173
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 70 (8099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66905.740000 sec): 2 clusters
  Score: Raw -652846.428299 + Penalty 1462.418080 = -651384.010219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66905.900000 sec): 3 clusters
  Score: Raw -648365.244909 + Penalty 2924.836160 = -645440.408749
  nChanged 3436
		SP:Iteration 1F (66906.110000 sec): 3 clusters
  Score: Raw -650176.604153 + Penalty 2924.836160 = -647251.767994
  nChanged 517
		SP:Iteration 2F (66906.290000 sec): 3 clusters
  Score: Raw -650431.859387 + Penalty 2924.836160 = -647507.023228
  nChanged 473
		SP:Iteration 3F (66906.470000 sec): 3 clusters
  Score: Raw -650701.381898 + Penalty 2924.836160 = -647776.545738
  nChanged 485
		SP:Iteration 4F (66906.670000 sec): 3 clusters
  Score: Raw -651001.575586 + Penalty 2924.836160 = -648076.739426
  nChanged 493
		SP:Iteration 5F (66906.880000 sec): 3 clusters
  Score: Raw -651320.764943 + Penalty 2924.836160 = -648395.928783
  nChanged 447
		SP:Iteration 6F (66907.060000 sec): 3 clusters
  Score: Raw -651596.833912 + Penalty 2924.836160 = -648671.997752
  nChanged 401
		SP:Iteration 7Q (66907.250000 sec): 3 clusters
  Score: Raw -651838.590759 + Penalty 2924.836160 = -648913.754599
  nChanged 365
		SP:Iteration 8Q (66907.420000 sec): 3 clusters
  Score: Raw -652033.601110 + Penalty 2924.836160 = -649108.764950
  nChanged 298
		SP:Iteration 9Q (66907.650000 sec): 3 clusters
  Score: Raw -652186.166826 + Penalty 2924.836160 = -649261.330666
  nChanged 241
		SP:Iteration 10Q (66907.790000 sec): 3 clusters
  Score: Raw -652295.836358 + Penalty 2924.836160 = -649371.000198
  nChanged 207
		SP:Iteration 11Q (66908.000000 sec): 3 clusters
  Score: Raw -652389.391095 + Penalty 2924.836160 = -649464.554935
  nChanged 175
		SP:Iteration 12Q (66908.210000 sec): 3 clusters
  Score: Raw -652460.573964 + Penalty 2924.836160 = -649535.737804
  nChanged 148
		SP:Iteration 13Q (66908.420000 sec): 3 clusters
  Score: Raw -652514.395764 + Penalty 2924.836160 = -649589.559604
  nChanged 114
		SP:Iteration 14Q (66908.630000 sec): 3 clusters
  Score: Raw -652551.345779 + Penalty 2924.836160 = -649626.509619
  nChanged 98
		SP:Iteration 15Q (66908.800000 sec): 3 clusters
  Score: Raw -652580.058743 + Penalty 2924.836160 = -649655.222583
  nChanged 88
		SP:Iteration 16Q (66909.020000 sec): 3 clusters
  Score: Raw -652600.205772 + Penalty 2924.836160 = -649675.369612
  nChanged 71
		SP:Iteration 17Q (66909.180000 sec): 3 clusters
  Score: Raw -652618.433780 + Penalty 2924.836160 = -649693.597621
  nChanged 56
		SP:Iteration 18Q (66909.340000 sec): 3 clusters
  Score: Raw -652633.053519 + Penalty 2924.836160 = -649708.217359
  nChanged 60
		SP:Iteration 19Q (66909.550000 sec): 3 clusters
  Score: Raw -652651.307574 + Penalty 2924.836160 = -649726.471414
  nChanged 63
		SP:Iteration 20F (66909.740000 sec): 3 clusters
  Score: Raw -652666.390862 + Penalty 2924.836160 = -649741.554703
  nChanged 50
		SP:Iteration 21Q (66909.940000 sec): 3 clusters
  Score: Raw -652680.203108 + Penalty 2924.836160 = -649755.366948
  nChanged 57
		SP:Iteration 22Q (66910.090000 sec): 3 clusters
  Score: Raw -652696.225748 + Penalty 2924.836160 = -649771.389588
  nChanged 60
		SP:Iteration 23Q (66910.300000 sec): 3 clusters
  Score: Raw -652714.274964 + Penalty 2924.836160 = -649789.438804
  nChanged 51
		SP:Iteration 24Q (66910.490000 sec): 3 clusters
  Score: Raw -652730.937832 + Penalty 2924.836160 = -649806.101672
  nChanged 57
		SP:Iteration 25Q (66910.710000 sec): 3 clusters
  Score: Raw -652751.917053 + Penalty 2924.836160 = -649827.080893
  nChanged 68
		SP:Iteration 26Q (66910.870000 sec): 3 clusters
  Score: Raw -652773.077387 + Penalty 2924.836160 = -649848.241227
  nChanged 57
		SP:Iteration 27Q (66911.040000 sec): 3 clusters
  Score: Raw -652791.531994 + Penalty 2924.836160 = -649866.695835
  nChanged 63
		SP:Iteration 28Q (66911.230000 sec): 3 clusters
  Score: Raw -652817.080175 + Penalty 2924.836160 = -649892.244015
  nChanged 66
		SP:Iteration 29Q (66911.430000 sec): 3 clusters
  Score: Raw -652846.061775 + Penalty 2924.836160 = -649921.225615
  nChanged 69
		SP:Iteration 30Q (66911.640000 sec): 3 clusters
  Score: Raw -652872.106298 + Penalty 2924.836160 = -649947.270138
  nChanged 60
		SP:Iteration 31Q (66911.840000 sec): 3 clusters
  Score: Raw -652892.131949 + Penalty 2924.836160 = -649967.295789
  nChanged 64
		SP:Iteration 32Q (66912.030000 sec): 3 clusters
  Score: Raw -652914.265357 + Penalty 2924.836160 = -649989.429197
  nChanged 55
		SP:Iteration 33Q (66912.220000 sec): 3 clusters
  Score: Raw -652932.484582 + Penalty 2924.836160 = -650007.648422
  nChanged 62
		SP:Iteration 34Q (66912.390000 sec): 3 clusters
  Score: Raw -652952.974309 + Penalty 2924.836160 = -650028.138150
  nChanged 55
		SP:Iteration 35Q (66912.610000 sec): 3 clusters
  Score: Raw -652974.821714 + Penalty 2924.836160 = -650049.985554
  nChanged 45
		SP:Iteration 36Q (66912.850000 sec): 3 clusters
  Score: Raw -652990.072312 + Penalty 2924.836160 = -650065.236152
  nChanged 53
		SP:Iteration 37Q (66913.010000 sec): 3 clusters
  Score: Raw -653010.421735 + Penalty 2924.836160 = -650085.585575
  nChanged 55
		SP:Iteration 38Q (66913.180000 sec): 3 clusters
  Score: Raw -653031.044144 + Penalty 2924.836160 = -650106.207984
  nChanged 54
		SP:Iteration 39Q (66913.400000 sec): 3 clusters
  Score: Raw -653053.576560 + Penalty 2924.836160 = -650128.740400
  nChanged 58
		SP:Iteration 40F (66913.600000 sec): 3 clusters
  Score: Raw -653078.388573 + Penalty 2924.836160 = -650153.552413
  nChanged 45
		SP:Iteration 41Q (66913.780000 sec): 3 clusters
  Score: Raw -653093.990297 + Penalty 2924.836160 = -650169.154137
  nChanged 38
		SP:Iteration 42Q (66913.930000 sec): 3 clusters
  Score: Raw -653110.078357 + Penalty 2924.836160 = -650185.242198
  nChanged 48
		SP:Iteration 43Q (66914.070000 sec): 3 clusters
  Score: Raw -653130.322138 + Penalty 2924.836160 = -650205.485978
  nChanged 40
		SP:Iteration 44Q (66914.280000 sec): 3 clusters
  Score: Raw -653147.926581 + Penalty 2924.836160 = -650223.090422
  nChanged 35
		SP:Iteration 45Q (66914.490000 sec): 3 clusters
  Score: Raw -653161.033337 + Penalty 2924.836160 = -650236.197177
  nChanged 31
		SP:Iteration 46Q (66914.660000 sec): 3 clusters
  Score: Raw -653172.437495 + Penalty 2924.836160 = -650247.601336
  nChanged 25
		SP:Iteration 47Q (66914.880000 sec): 3 clusters
  Score: Raw -653181.067450 + Penalty 2924.836160 = -650256.231290
  nChanged 24
		SP:Iteration 48Q (66915.050000 sec): 3 clusters
  Score: Raw -653188.613961 + Penalty 2924.836160 = -650263.777801
  nChanged 17
		SP:Iteration 49Q (66915.240000 sec): 3 clusters
  Score: Raw -653193.619678 + Penalty 2924.836160 = -650268.783519
  nChanged 15
		SP:Iteration 50Q (66915.490000 sec): 3 clusters
  Score: Raw -653199.328924 + Penalty 2924.836160 = -650274.492764
  nChanged 14
		SP:Iteration 51Q (66915.640000 sec): 3 clusters
  Score: Raw -653204.135519 + Penalty 2924.836160 = -650279.299359
  nChanged 16
		SP:Iteration 52Q (66915.880000 sec): 3 clusters
  Score: Raw -653212.869864 + Penalty 2924.836160 = -650288.033704
  nChanged 13
		SP:Iteration 53Q (66916.040000 sec): 3 clusters
  Score: Raw -653217.953641 + Penalty 2924.836160 = -650293.117482
  nChanged 9
		SP:Iteration 54Q (66916.180000 sec): 3 clusters
  Score: Raw -653222.127029 + Penalty 2924.836160 = -650297.290870
  nChanged 10
		SP:Iteration 55Q (66916.370000 sec): 3 clusters
  Score: Raw -653227.199248 + Penalty 2924.836160 = -650302.363088
  nChanged 13
		SP:Iteration 56Q (66916.600000 sec): 3 clusters
  Score: Raw -653231.982129 + Penalty 2924.836160 = -650307.145970
  nChanged 6
		SP:Iteration 57Q (66916.770000 sec): 3 clusters
  Score: Raw -653236.029371 + Penalty 2924.836160 = -650311.193212
  nChanged 9
		SP:Iteration 58Q (66916.950000 sec): 3 clusters
  Score: Raw -653245.830779 + Penalty 2924.836160 = -650320.994619
  nChanged 17
		SP:Iteration 59Q (66917.140000 sec): 3 clusters
  Score: Raw -653258.581373 + Penalty 2924.836160 = -650333.745213
  nChanged 14
		SP:Iteration 60F (66917.310000 sec): 3 clusters
  Score: Raw -653269.253905 + Penalty 2924.836160 = -650344.417745
  nChanged 19
		SP:Iteration 61Q (66917.540000 sec): 3 clusters
  Score: Raw -653279.565040 + Penalty 2924.836160 = -650354.728880
  nChanged 17
		SP:Iteration 62Q (66917.750000 sec): 3 clusters
  Score: Raw -653289.435423 + Penalty 2924.836160 = -650364.599263
  nChanged 14
		SP:Iteration 63Q (66917.920000 sec): 3 clusters
  Score: Raw -653295.774903 + Penalty 2924.836160 = -650370.938743
  nChanged 10
		SP:Iteration 64Q (66918.160000 sec): 3 clusters
  Score: Raw -653300.009203 + Penalty 2924.836160 = -650375.173043
  nChanged 11
		SP:Iteration 65Q (66918.330000 sec): 3 clusters
  Score: Raw -653304.516206 + Penalty 2924.836160 = -650379.680046
  nChanged 3
		SP:Iteration 66Q (66918.540000 sec): 3 clusters
  Score: Raw -653305.215032 + Penalty 2924.836160 = -650380.378872
  nChanged 2
		SP:Iteration 67Q (66918.730000 sec): 3 clusters
  Score: Raw -653305.370330 + Penalty 2924.836160 = -650380.534170
  nChanged 0
		SP:Iteration 68F (66918.880000 sec): 3 clusters
  Score: Raw -653305.370330 + Penalty 2924.836160 = -650380.534170
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 71 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66919.020000 sec): 2 clusters
  Score: Raw -22520.273555 + Penalty 896.586096 = -21623.687460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66919.100000 sec): 3 clusters
  Score: Raw -22606.708214 + Penalty 1793.172191 = -20813.536023
  nChanged 28
		SP:Iteration 1F (66919.280000 sec): 3 clusters
  Score: Raw -22667.512793 + Penalty 1793.172191 = -20874.340602
  nChanged 7
		SP:Iteration 2Q (66919.430000 sec): 3 clusters
  Score: Raw -22682.674299 + Penalty 1793.172191 = -20889.502108
  nChanged 3
		SP:Iteration 3Q (66919.600000 sec): 3 clusters
  Score: Raw -22694.351686 + Penalty 1793.172191 = -20901.179495
  nChanged 3
		SP:Iteration 4Q (66919.770000 sec): 3 clusters
  Score: Raw -22701.149284 + Penalty 1793.172191 = -20907.977093
  nChanged 0
		SP:Iteration 5F (66919.920000 sec): 3 clusters
  Score: Raw -22701.149284 + Penalty 1793.172191 = -20907.977093
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 72 (2837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66920.030000 sec): 2 clusters
  Score: Raw -230347.429289 + Penalty 1291.956646 = -229055.472644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66920.220000 sec): 3 clusters
  Score: Raw -229034.843254 + Penalty 2583.913291 = -226450.929963
  nChanged 1042
		SP:Iteration 1F (66920.370000 sec): 3 clusters
  Score: Raw -229650.183696 + Penalty 2583.913291 = -227066.270405
  nChanged 254
		SP:Iteration 2F (66920.530000 sec): 3 clusters
  Score: Raw -229873.773259 + Penalty 2583.913291 = -227289.859968
  nChanged 197
		SP:Iteration 3F (66920.690000 sec): 3 clusters
  Score: Raw -230100.402509 + Penalty 2583.913291 = -227516.489218
  nChanged 195
		SP:Iteration 4F (66920.920000 sec): 3 clusters
  Score: Raw -230354.668516 + Penalty 2583.913291 = -227770.755225
  nChanged 212
		SP:Iteration 5F (66921.060000 sec): 3 clusters
  Score: Raw -230614.243398 + Penalty 2583.913291 = -228030.330107
  nChanged 189
		SP:Iteration 6F (66921.230000 sec): 3 clusters
  Score: Raw -230865.218471 + Penalty 2583.913291 = -228281.305180
  nChanged 144
		SP:Iteration 7F (66921.400000 sec): 3 clusters
  Score: Raw -231000.330667 + Penalty 2583.913291 = -228416.417375
  nChanged 102
		SP:Iteration 8Q (66921.570000 sec): 3 clusters
  Score: Raw -231077.222844 + Penalty 2583.913291 = -228493.309553
  nChanged 64
		SP:Iteration 9Q (66921.760000 sec): 3 clusters
  Score: Raw -231120.768548 + Penalty 2583.913291 = -228536.855256
  nChanged 34
		SP:Iteration 10Q (66921.940000 sec): 3 clusters
  Score: Raw -231140.092290 + Penalty 2583.913291 = -228556.178998
  nChanged 22
		SP:Iteration 11Q (66922.090000 sec): 3 clusters
  Score: Raw -231153.767322 + Penalty 2583.913291 = -228569.854031
  nChanged 15
		SP:Iteration 12Q (66922.240000 sec): 3 clusters
  Score: Raw -231162.204169 + Penalty 2583.913291 = -228578.290878
  nChanged 9
		SP:Iteration 13Q (66922.370000 sec): 3 clusters
  Score: Raw -231165.979844 + Penalty 2583.913291 = -228582.066553
  nChanged 3
		SP:Iteration 14Q (66922.540000 sec): 3 clusters
  Score: Raw -231167.873149 + Penalty 2583.913291 = -228583.959857
  nChanged 2
		SP:Iteration 15Q (66922.720000 sec): 3 clusters
  Score: Raw -231168.882222 + Penalty 2583.913291 = -228584.968930
  nChanged 1
		SP:Iteration 16Q (66922.840000 sec): 3 clusters
  Score: Raw -231169.242124 + Penalty 2583.913291 = -228585.328833
  nChanged 0
		SP:Iteration 17F (66922.980000 sec): 3 clusters
  Score: Raw -231169.242124 + Penalty 2583.913291 = -228585.328833
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 73 (7991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66923.110000 sec): 2 clusters
  Score: Raw -669287.900441 + Penalty 1460.236568 = -667827.663873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66923.340000 sec): 3 clusters
  Score: Raw -664850.409431 + Penalty 2920.473136 = -661929.936295
  nChanged 3404
		SP:Iteration 1F (66923.520000 sec): 3 clusters
  Score: Raw -666771.797609 + Penalty 2920.473136 = -663851.324473
  nChanged 535
		SP:Iteration 2F (66923.710000 sec): 3 clusters
  Score: Raw -667009.730523 + Penalty 2920.473136 = -664089.257387
  nChanged 412
		SP:Iteration 3F (66923.930000 sec): 3 clusters
  Score: Raw -667183.814191 + Penalty 2920.473136 = -664263.341055
  nChanged 332
		SP:Iteration 4Q (66924.120000 sec): 3 clusters
  Score: Raw -667323.030932 + Penalty 2920.473136 = -664402.557796
  nChanged 284
		SP:Iteration 5Q (66924.350000 sec): 3 clusters
  Score: Raw -667446.566599 + Penalty 2920.473136 = -664526.093463
  nChanged 281
		SP:Iteration 6Q (66924.510000 sec): 3 clusters
  Score: Raw -667563.177090 + Penalty 2920.473136 = -664642.703954
  nChanged 247
		SP:Iteration 7Q (66924.740000 sec): 3 clusters
  Score: Raw -667663.123319 + Penalty 2920.473136 = -664742.650183
  nChanged 245
		SP:Iteration 8Q (66924.920000 sec): 3 clusters
  Score: Raw -667768.939692 + Penalty 2920.473136 = -664848.466556
  nChanged 256
		SP:Iteration 9Q (66925.060000 sec): 3 clusters
  Score: Raw -667889.390735 + Penalty 2920.473136 = -664968.917599
  nChanged 264
		SP:Iteration 10Q (66925.220000 sec): 3 clusters
  Score: Raw -668009.437049 + Penalty 2920.473136 = -665088.963913
  nChanged 238
		SP:Iteration 11Q (66925.400000 sec): 3 clusters
  Score: Raw -668111.313396 + Penalty 2920.473136 = -665190.840261
  nChanged 227
		SP:Iteration 12Q (66925.640000 sec): 3 clusters
  Score: Raw -668212.208339 + Penalty 2920.473136 = -665291.735203
  nChanged 201
		SP:Iteration 13Q (66925.820000 sec): 3 clusters
  Score: Raw -668298.322756 + Penalty 2920.473136 = -665377.849620
  nChanged 205
		SP:Iteration 14Q (66926.000000 sec): 3 clusters
  Score: Raw -668379.561436 + Penalty 2920.473136 = -665459.088300
  nChanged 186
		SP:Iteration 15Q (66926.250000 sec): 3 clusters
  Score: Raw -668466.102946 + Penalty 2920.473136 = -665545.629810
  nChanged 194
		SP:Iteration 16Q (66926.410000 sec): 3 clusters
  Score: Raw -668554.284397 + Penalty 2920.473136 = -665633.811261
  nChanged 173
		SP:Iteration 17Q (66926.640000 sec): 3 clusters
  Score: Raw -668622.456263 + Penalty 2920.473136 = -665701.983127
  nChanged 162
		SP:Iteration 18Q (66926.810000 sec): 3 clusters
  Score: Raw -668675.973056 + Penalty 2920.473136 = -665755.499920
  nChanged 140
		SP:Iteration 19Q (66926.980000 sec): 3 clusters
  Score: Raw -668724.902954 + Penalty 2920.473136 = -665804.429818
  nChanged 135
		SP:Iteration 20F (66927.140000 sec): 3 clusters
  Score: Raw -668777.794376 + Penalty 2920.473136 = -665857.321240
  nChanged 125
		SP:Iteration 21Q (66927.310000 sec): 3 clusters
  Score: Raw -668838.546705 + Penalty 2920.473136 = -665918.073569
  nChanged 139
		SP:Iteration 22Q (66927.490000 sec): 3 clusters
  Score: Raw -668914.550489 + Penalty 2920.473136 = -665994.077353
  nChanged 152
		SP:Iteration 23Q (66927.690000 sec): 3 clusters
  Score: Raw -668990.048229 + Penalty 2920.473136 = -666069.575093
  nChanged 144
		SP:Iteration 24Q (66927.840000 sec): 3 clusters
  Score: Raw -669072.429720 + Penalty 2920.473136 = -666151.956584
  nChanged 136
		SP:Iteration 25Q (66928.070000 sec): 3 clusters
  Score: Raw -669136.710392 + Penalty 2920.473136 = -666216.237256
  nChanged 132
		SP:Iteration 26Q (66928.260000 sec): 3 clusters
  Score: Raw -669199.546798 + Penalty 2920.473136 = -666279.073663
  nChanged 142
		SP:Iteration 27Q (66928.390000 sec): 3 clusters
  Score: Raw -669277.778425 + Penalty 2920.473136 = -666357.305289
  nChanged 135
		SP:Iteration 28Q (66928.610000 sec): 3 clusters
  Score: Raw -669335.499031 + Penalty 2920.473136 = -666415.025895
  nChanged 121
		SP:Iteration 29Q (66928.770000 sec): 3 clusters
  Score: Raw -669380.191288 + Penalty 2920.473136 = -666459.718152
  nChanged 102
		SP:Iteration 30Q (66928.960000 sec): 3 clusters
  Score: Raw -669419.491302 + Penalty 2920.473136 = -666499.018166
  nChanged 89
		SP:Iteration 31Q (66929.150000 sec): 3 clusters
  Score: Raw -669449.115621 + Penalty 2920.473136 = -666528.642485
  nChanged 86
		SP:Iteration 32Q (66929.320000 sec): 3 clusters
  Score: Raw -669478.235776 + Penalty 2920.473136 = -666557.762640
  nChanged 94
		SP:Iteration 33Q (66929.540000 sec): 3 clusters
  Score: Raw -669511.210274 + Penalty 2920.473136 = -666590.737138
  nChanged 87
		SP:Iteration 34Q (66929.710000 sec): 3 clusters
  Score: Raw -669536.119073 + Penalty 2920.473136 = -666615.645937
  nChanged 77
		SP:Iteration 35Q (66929.890000 sec): 3 clusters
  Score: Raw -669559.348783 + Penalty 2920.473136 = -666638.875647
  nChanged 71
		SP:Iteration 36Q (66930.070000 sec): 3 clusters
  Score: Raw -669586.460783 + Penalty 2920.473136 = -666665.987647
  nChanged 74
		SP:Iteration 37Q (66930.220000 sec): 3 clusters
  Score: Raw -669616.568627 + Penalty 2920.473136 = -666696.095491
  nChanged 79
		SP:Iteration 38Q (66930.460000 sec): 3 clusters
  Score: Raw -669644.870910 + Penalty 2920.473136 = -666724.397775
  nChanged 66
		SP:Iteration 39Q (66930.650000 sec): 3 clusters
  Score: Raw -669670.000519 + Penalty 2920.473136 = -666749.527383
  nChanged 78
		SP:Iteration 40F (66930.860000 sec): 3 clusters
  Score: Raw -669708.887102 + Penalty 2920.473136 = -666788.413966
  nChanged 81
		SP:Iteration 41Q (66931.060000 sec): 3 clusters
  Score: Raw -669745.361542 + Penalty 2920.473136 = -666824.888406
  nChanged 76
		SP:Iteration 42Q (66931.250000 sec): 3 clusters
  Score: Raw -669782.003731 + Penalty 2920.473136 = -666861.530595
  nChanged 81
		SP:Iteration 43Q (66931.440000 sec): 3 clusters
  Score: Raw -669814.996029 + Penalty 2920.473136 = -666894.522893
  nChanged 74
		SP:Iteration 44Q (66931.650000 sec): 3 clusters
  Score: Raw -669843.796670 + Penalty 2920.473136 = -666923.323534
  nChanged 68
		SP:Iteration 45Q (66931.840000 sec): 3 clusters
  Score: Raw -669874.210640 + Penalty 2920.473136 = -666953.737505
  nChanged 64
		SP:Iteration 46Q (66932.050000 sec): 3 clusters
  Score: Raw -669908.286822 + Penalty 2920.473136 = -666987.813686
  nChanged 76
		SP:Iteration 47Q (66932.230000 sec): 3 clusters
  Score: Raw -669945.748782 + Penalty 2920.473136 = -667025.275646
  nChanged 67
		SP:Iteration 48Q (66932.400000 sec): 3 clusters
  Score: Raw -669977.873042 + Penalty 2920.473136 = -667057.399906
  nChanged 56
		SP:Iteration 49Q (66932.590000 sec): 3 clusters
  Score: Raw -670004.409332 + Penalty 2920.473136 = -667083.936197
  nChanged 50
		SP:Iteration 50Q (66932.750000 sec): 3 clusters
  Score: Raw -670024.840097 + Penalty 2920.473136 = -667104.366961
  nChanged 49
		SP:Iteration 51Q (66932.960000 sec): 3 clusters
  Score: Raw -670043.393528 + Penalty 2920.473136 = -667122.920393
  nChanged 30
		SP:Iteration 52Q (66933.170000 sec): 3 clusters
  Score: Raw -670052.119177 + Penalty 2920.473136 = -667131.646041
  nChanged 19
		SP:Iteration 53Q (66933.340000 sec): 3 clusters
  Score: Raw -670057.169106 + Penalty 2920.473136 = -667136.695970
  nChanged 12
		SP:Iteration 54Q (66933.530000 sec): 3 clusters
  Score: Raw -670060.976245 + Penalty 2920.473136 = -667140.503109
  nChanged 14
		SP:Iteration 55Q (66933.750000 sec): 3 clusters
  Score: Raw -670064.779870 + Penalty 2920.473136 = -667144.306735
  nChanged 13
		SP:Iteration 56Q (66933.970000 sec): 3 clusters
  Score: Raw -670069.221225 + Penalty 2920.473136 = -667148.748089
  nChanged 13
		SP:Iteration 57Q (66934.100000 sec): 3 clusters
  Score: Raw -670073.007881 + Penalty 2920.473136 = -667152.534745
  nChanged 12
		SP:Iteration 58Q (66934.310000 sec): 3 clusters
  Score: Raw -670076.236864 + Penalty 2920.473136 = -667155.763729
  nChanged 17
		SP:Iteration 59Q (66934.470000 sec): 3 clusters
  Score: Raw -670083.412331 + Penalty 2920.473136 = -667162.939195
  nChanged 20
		SP:Iteration 60F (66934.670000 sec): 3 clusters
  Score: Raw -670091.431945 + Penalty 2920.473136 = -667170.958810
  nChanged 18
		SP:Iteration 61Q (66934.900000 sec): 3 clusters
  Score: Raw -670097.087647 + Penalty 2920.473136 = -667176.614511
  nChanged 10
		SP:Iteration 62Q (66935.070000 sec): 3 clusters
  Score: Raw -670099.639382 + Penalty 2920.473136 = -667179.166246
  nChanged 9
		SP:Iteration 63Q (66935.270000 sec): 3 clusters
  Score: Raw -670101.729301 + Penalty 2920.473136 = -667181.256165
  nChanged 4
		SP:Iteration 64Q (66935.450000 sec): 3 clusters
  Score: Raw -670102.330069 + Penalty 2920.473136 = -667181.856933
  nChanged 3
		SP:Iteration 65Q (66935.660000 sec): 3 clusters
  Score: Raw -670103.023797 + Penalty 2920.473136 = -667182.550661
  nChanged 3
		SP:Iteration 66Q (66935.850000 sec): 3 clusters
  Score: Raw -670103.853917 + Penalty 2920.473136 = -667183.380781
  nChanged 2
		SP:Iteration 67Q (66936.030000 sec): 3 clusters
  Score: Raw -670104.128279 + Penalty 2920.473136 = -667183.655143
  nChanged 1
		SP:Iteration 68Q (66936.180000 sec): 3 clusters
  Score: Raw -670104.363366 + Penalty 2920.473136 = -667183.890230
  nChanged 1
		SP:Iteration 69Q (66936.420000 sec): 3 clusters
  Score: Raw -670104.528031 + Penalty 2920.473136 = -667184.054895
  nChanged 0
		SP:Iteration 70F (66936.580000 sec): 3 clusters
  Score: Raw -670104.528031 + Penalty 2920.473136 = -667184.054895
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 74 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66936.680000 sec): 2 clusters
  Score: Raw -37802.525888 + Penalty 998.778504 = -36803.747384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66936.830000 sec): 3 clusters
  Score: Raw -37735.997378 + Penalty 1997.557009 = -35738.440370
  nChanged 101
		SP:Iteration 1F (66937.030000 sec): 3 clusters
  Score: Raw -37875.218632 + Penalty 1997.557009 = -35877.661624
  nChanged 31
		SP:Iteration 2F (66937.160000 sec): 3 clusters
  Score: Raw -37922.538440 + Penalty 1997.557009 = -35924.981431
  nChanged 10
		SP:Iteration 3Q (66937.290000 sec): 3 clusters
  Score: Raw -37945.557328 + Penalty 1997.557009 = -35948.000319
  nChanged 4
		SP:Iteration 4Q (66937.420000 sec): 3 clusters
  Score: Raw -37952.478450 + Penalty 1997.557009 = -35954.921441
  nChanged 1
		SP:Iteration 5Q (66937.550000 sec): 3 clusters
  Score: Raw -37954.009663 + Penalty 1997.557009 = -35956.452654
  nChanged 1
		SP:Iteration 6Q (66937.730000 sec): 3 clusters
  Score: Raw -37955.658001 + Penalty 1997.557009 = -35958.100992
  nChanged 2
		SP:Iteration 7Q (66937.890000 sec): 3 clusters
  Score: Raw -37958.950935 + Penalty 1997.557009 = -35961.393927
  nChanged 2
		SP:Iteration 8Q (66938.050000 sec): 3 clusters
  Score: Raw -37962.959468 + Penalty 1997.557009 = -35965.402459
  nChanged 0
		SP:Iteration 9F (66938.220000 sec): 3 clusters
  Score: Raw -37962.959468 + Penalty 1997.557009 = -35965.402459
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 75 (921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66938.310000 sec): 2 clusters
  Score: Raw -77158.401394 + Penalty 1109.137256 = -76049.264138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66938.480000 sec): 3 clusters
  Score: Raw -76846.589452 + Penalty 2218.274512 = -74628.314940
  nChanged 271
		SP:Iteration 1F (66938.640000 sec): 3 clusters
  Score: Raw -77108.052640 + Penalty 2218.274512 = -74889.778128
  nChanged 72
		SP:Iteration 2F (66938.790000 sec): 3 clusters
  Score: Raw -77186.005515 + Penalty 2218.274512 = -74967.731003
  nChanged 42
		SP:Iteration 3Q (66938.950000 sec): 3 clusters
  Score: Raw -77223.294059 + Penalty 2218.274512 = -75005.019547
  nChanged 15
		SP:Iteration 4Q (66939.100000 sec): 3 clusters
  Score: Raw -77239.724678 + Penalty 2218.274512 = -75021.450166
  nChanged 8
		SP:Iteration 5Q (66939.260000 sec): 3 clusters
  Score: Raw -77248.386906 + Penalty 2218.274512 = -75030.112394
  nChanged 7
		SP:Iteration 6Q (66939.420000 sec): 3 clusters
  Score: Raw -77255.258313 + Penalty 2218.274512 = -75036.983801
  nChanged 3
		SP:Iteration 7Q (66939.500000 sec): 3 clusters
  Score: Raw -77257.628704 + Penalty 2218.274512 = -75039.354192
  nChanged 3
		SP:Iteration 8Q (66939.660000 sec): 3 clusters
  Score: Raw -77262.426460 + Penalty 2218.274512 = -75044.151948
  nChanged 3
		SP:Iteration 9Q (66939.820000 sec): 3 clusters
  Score: Raw -77265.909392 + Penalty 2218.274512 = -75047.634880
  nChanged 4
		SP:Iteration 10Q (66939.980000 sec): 3 clusters
  Score: Raw -77270.778267 + Penalty 2218.274512 = -75052.503755
  nChanged 1
		SP:Iteration 11Q (66940.160000 sec): 3 clusters
  Score: Raw -77272.146647 + Penalty 2218.274512 = -75053.872135
  nChanged 4
		SP:Iteration 12Q (66940.310000 sec): 3 clusters
  Score: Raw -77274.477477 + Penalty 2218.274512 = -75056.202965
  nChanged 2
		SP:Iteration 13Q (66940.470000 sec): 3 clusters
  Score: Raw -77275.512544 + Penalty 2218.274512 = -75057.238032
  nChanged 0
		SP:Iteration 14F (66940.670000 sec): 3 clusters
  Score: Raw -77275.512544 + Penalty 2218.274512 = -75057.238032
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 76 (205301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66941.570000 sec): 2 clusters
  Score: Raw -18418658.122481 + Penalty 1987.737777 = -18416670.384704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66942.790000 sec): 3 clusters
  Score: Raw -18282560.756591 + Penalty 3975.475554 = -18278585.281037
  nChanged 99662
		SP:Iteration 1F (66944.040000 sec): 3 clusters
  Score: Raw -18342031.523078 + Penalty 3975.475554 = -18338056.047524
  nChanged 7689
		SP:Iteration 2Q (66945.400000 sec): 3 clusters
  Score: Raw -18344527.918842 + Penalty 3975.475554 = -18340552.443288
  nChanged 10136
		SP:Iteration 3Q (66946.770000 sec): 3 clusters
  Score: Raw -18349165.160614 + Penalty 3975.475554 = -18345189.685060
  nChanged 13610
		SP:Iteration 4F (66948.010000 sec): 3 clusters
  Score: Raw -18357463.359381 + Penalty 3975.475554 = -18353487.883827
  nChanged 16471
		SP:Iteration 5F (66949.290000 sec): 3 clusters
  Score: Raw -18370123.570923 + Penalty 3975.475554 = -18366148.095369
  nChanged 17264
		SP:Iteration 6F (66950.540000 sec): 3 clusters
  Score: Raw -18385640.552612 + Penalty 3975.475554 = -18381665.077058
  nChanged 15002
		SP:Iteration 7F (66951.710000 sec): 3 clusters
  Score: Raw -18400145.480213 + Penalty 3975.475554 = -18396170.004659
  nChanged 10122
		SP:Iteration 8Q (66953.100000 sec): 3 clusters
  Score: Raw -18409970.946734 + Penalty 3975.475554 = -18405995.471180
  nChanged 5562
		SP:Iteration 9Q (66954.350000 sec): 3 clusters
  Score: Raw -18415202.052721 + Penalty 3975.475554 = -18411226.577167
  nChanged 2436
		SP:Iteration 10Q (66955.660000 sec): 3 clusters
  Score: Raw -18417370.106119 + Penalty 3975.475554 = -18413394.630565
  nChanged 993
		SP:Iteration 11Q (66957.140000 sec): 3 clusters
  Score: Raw -18418242.008365 + Penalty 3975.475554 = -18414266.532811
  nChanged 366
		SP:Iteration 12Q (66958.490000 sec): 3 clusters
  Score: Raw -18418580.250796 + Penalty 3975.475554 = -18414604.775242
  nChanged 145
		SP:Iteration 13Q (66959.800000 sec): 3 clusters
  Score: Raw -18418710.324444 + Penalty 3975.475554 = -18414734.848890
  nChanged 87
		SP:Iteration 14Q (66961.070000 sec): 3 clusters
  Score: Raw -18418805.477089 + Penalty 3975.475554 = -18414830.001535
  nChanged 61
		SP:Iteration 15Q (66962.400000 sec): 3 clusters
  Score: Raw -18418854.456989 + Penalty 3975.475554 = -18414878.981435
  nChanged 29
		SP:Iteration 16Q (66963.650000 sec): 3 clusters
  Score: Raw -18418882.916841 + Penalty 3975.475554 = -18414907.441287
  nChanged 22
		SP:Iteration 17Q (66964.880000 sec): 3 clusters
  Score: Raw -18418899.275946 + Penalty 3975.475554 = -18414923.800392
  nChanged 13
		SP:Iteration 18Q (66966.100000 sec): 3 clusters
  Score: Raw -18418907.994967 + Penalty 3975.475554 = -18414932.519413
  nChanged 8
		SP:Iteration 19Q (66967.420000 sec): 3 clusters
  Score: Raw -18418916.709161 + Penalty 3975.475554 = -18414941.233607
  nChanged 9
		SP:Iteration 20F (66968.680000 sec): 3 clusters
  Score: Raw -18418926.104790 + Penalty 3975.475554 = -18414950.629236
  nChanged 10
		SP:Iteration 21Q (66969.970000 sec): 3 clusters
  Score: Raw -18418932.345619 + Penalty 3975.475554 = -18414956.870065
  nChanged 3
		SP:Iteration 22Q (66971.290000 sec): 3 clusters
  Score: Raw -18418935.266022 + Penalty 3975.475554 = -18414959.790468
  nChanged 3
		SP:Iteration 23Q (66972.690000 sec): 3 clusters
  Score: Raw -18418937.283480 + Penalty 3975.475554 = -18414961.807926
  nChanged 5
		SP:Iteration 24Q (66974.060000 sec): 3 clusters
  Score: Raw -18418940.314926 + Penalty 3975.475554 = -18414964.839372
  nChanged 1
		SP:Iteration 25Q (66975.380000 sec): 3 clusters
  Score: Raw -18418940.709737 + Penalty 3975.475554 = -18414965.234183
  nChanged 2
		SP:Iteration 26Q (66976.720000 sec): 3 clusters
  Score: Raw -18418941.806738 + Penalty 3975.475554 = -18414966.331184
  nChanged 2
		SP:Iteration 27Q (66977.960000 sec): 3 clusters
  Score: Raw -18418944.165085 + Penalty 3975.475554 = -18414968.689531
  nChanged 1
		SP:Iteration 28Q (66979.220000 sec): 3 clusters
  Score: Raw -18418944.779575 + Penalty 3975.475554 = -18414969.304021
  nChanged 0
		SP:Iteration 29F (66980.470000 sec): 3 clusters
  Score: Raw -18418944.779575 + Penalty 3975.475554 = -18414969.304021
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 77 (14768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66980.680000 sec): 2 clusters
  Score: Raw -1156179.830497 + Penalty 1560.035418 = -1154619.795079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66980.890000 sec): 3 clusters
  Score: Raw -1147504.162683 + Penalty 3120.070836 = -1144384.091847
  nChanged 6600
		SP:Iteration 1F (66981.140000 sec): 3 clusters
  Score: Raw -1150990.693988 + Penalty 3120.070836 = -1147870.623152
  nChanged 860
		SP:Iteration 2F (66981.380000 sec): 3 clusters
  Score: Raw -1151326.983880 + Penalty 3120.070836 = -1148206.913044
  nChanged 747
		SP:Iteration 3F (66981.670000 sec): 3 clusters
  Score: Raw -1151646.564043 + Penalty 3120.070836 = -1148526.493207
  nChanged 721
		SP:Iteration 4Q (66981.890000 sec): 3 clusters
  Score: Raw -1151959.157268 + Penalty 3120.070836 = -1148839.086432
  nChanged 677
		SP:Iteration 5Q (66982.110000 sec): 3 clusters
  Score: Raw -1152268.913642 + Penalty 3120.070836 = -1149148.842806
  nChanged 706
		SP:Iteration 6Q (66982.360000 sec): 3 clusters
  Score: Raw -1152626.771851 + Penalty 3120.070836 = -1149506.701015
  nChanged 773
		SP:Iteration 7F (66982.590000 sec): 3 clusters
  Score: Raw -1153102.852425 + Penalty 3120.070836 = -1149982.781589
  nChanged 831
		SP:Iteration 8F (66982.780000 sec): 3 clusters
  Score: Raw -1153710.813978 + Penalty 3120.070836 = -1150590.743142
  nChanged 855
		SP:Iteration 9F (66983.010000 sec): 3 clusters
  Score: Raw -1154408.571037 + Penalty 3120.070836 = -1151288.500201
  nChanged 792
		SP:Iteration 10F (66983.290000 sec): 3 clusters
  Score: Raw -1155066.863874 + Penalty 3120.070836 = -1151946.793038
  nChanged 627
		SP:Iteration 11Q (66983.510000 sec): 3 clusters
  Score: Raw -1155606.843431 + Penalty 3120.070836 = -1152486.772595
  nChanged 406
		SP:Iteration 12Q (66983.770000 sec): 3 clusters
  Score: Raw -1155944.228897 + Penalty 3120.070836 = -1152824.158061
  nChanged 264
		SP:Iteration 13Q (66983.990000 sec): 3 clusters
  Score: Raw -1156191.847527 + Penalty 3120.070836 = -1153071.776691
  nChanged 178
		SP:Iteration 14Q (66984.240000 sec): 3 clusters
  Score: Raw -1156362.420032 + Penalty 3120.070836 = -1153242.349196
  nChanged 106
		SP:Iteration 15Q (66984.500000 sec): 3 clusters
  Score: Raw -1156444.678414 + Penalty 3120.070836 = -1153324.607578
  nChanged 66
		SP:Iteration 16Q (66984.720000 sec): 3 clusters
  Score: Raw -1156516.203600 + Penalty 3120.070836 = -1153396.132764
  nChanged 58
		SP:Iteration 17Q (66984.950000 sec): 3 clusters
  Score: Raw -1156580.475804 + Penalty 3120.070836 = -1153460.404968
  nChanged 43
		SP:Iteration 18Q (66985.170000 sec): 3 clusters
  Score: Raw -1156613.224965 + Penalty 3120.070836 = -1153493.154129
  nChanged 37
		SP:Iteration 19Q (66985.380000 sec): 3 clusters
  Score: Raw -1156644.066367 + Penalty 3120.070836 = -1153523.995531
  nChanged 24
		SP:Iteration 20F (66985.650000 sec): 3 clusters
  Score: Raw -1156656.700831 + Penalty 3120.070836 = -1153536.629995
  nChanged 14
		SP:Iteration 21Q (66985.820000 sec): 3 clusters
  Score: Raw -1156662.501904 + Penalty 3120.070836 = -1153542.431068
  nChanged 11
		SP:Iteration 22Q (66986.030000 sec): 3 clusters
  Score: Raw -1156668.808049 + Penalty 3120.070836 = -1153548.737213
  nChanged 9
		SP:Iteration 23Q (66986.250000 sec): 3 clusters
  Score: Raw -1156676.810834 + Penalty 3120.070836 = -1153556.739998
  nChanged 11
		SP:Iteration 24Q (66986.510000 sec): 3 clusters
  Score: Raw -1156682.361788 + Penalty 3120.070836 = -1153562.290952
  nChanged 2
		SP:Iteration 25Q (66986.710000 sec): 3 clusters
  Score: Raw -1156682.950376 + Penalty 3120.070836 = -1153562.879540
  nChanged 2
		SP:Iteration 26Q (66986.940000 sec): 3 clusters
  Score: Raw -1156684.101111 + Penalty 3120.070836 = -1153564.030275
  nChanged 4
		SP:Iteration 27Q (66987.170000 sec): 3 clusters
  Score: Raw -1156685.732236 + Penalty 3120.070836 = -1153565.661400
  nChanged 1
		SP:Iteration 28Q (66987.420000 sec): 3 clusters
  Score: Raw -1156685.944806 + Penalty 3120.070836 = -1153565.873970
  nChanged 2
		SP:Iteration 29Q (66987.650000 sec): 3 clusters
  Score: Raw -1156686.893363 + Penalty 3120.070836 = -1153566.822527
  nChanged 2
		SP:Iteration 30Q (66987.930000 sec): 3 clusters
  Score: Raw -1156687.485711 + Penalty 3120.070836 = -1153567.414875
  nChanged 1
		SP:Iteration 31Q (66988.150000 sec): 3 clusters
  Score: Raw -1156688.013177 + Penalty 3120.070836 = -1153567.942341
  nChanged 1
		SP:Iteration 32Q (66988.430000 sec): 3 clusters
  Score: Raw -1156689.098435 + Penalty 3120.070836 = -1153569.027599
  nChanged 1
		SP:Iteration 33Q (66988.610000 sec): 3 clusters
  Score: Raw -1156689.953686 + Penalty 3120.070836 = -1153569.882850
  nChanged 2
		SP:Iteration 34Q (66988.880000 sec): 3 clusters
  Score: Raw -1156690.781950 + Penalty 3120.070836 = -1153570.711114
  nChanged 1
		SP:Iteration 35Q (66989.100000 sec): 3 clusters
  Score: Raw -1156691.198265 + Penalty 3120.070836 = -1153571.127429
  nChanged 0
		SP:Iteration 36F (66989.320000 sec): 3 clusters
  Score: Raw -1156691.198265 + Penalty 3120.070836 = -1153571.127429
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 78 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66989.420000 sec): 2 clusters
  Score: Raw -48463.147335 + Penalty 1040.849624 = -47422.297711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66989.550000 sec): 3 clusters
  Score: Raw -48359.939709 + Penalty 2081.699249 = -46278.240460
  nChanged 143
		SP:Iteration 1F (66989.710000 sec): 3 clusters
  Score: Raw -48525.492493 + Penalty 2081.699249 = -46443.793245
  nChanged 30
		SP:Iteration 2Q (66989.870000 sec): 3 clusters
  Score: Raw -48562.566801 + Penalty 2081.699249 = -46480.867552
  nChanged 14
		SP:Iteration 3Q (66990.020000 sec): 3 clusters
  Score: Raw -48589.572252 + Penalty 2081.699249 = -46507.873004
  nChanged 11
		SP:Iteration 4Q (66990.190000 sec): 3 clusters
  Score: Raw -48603.740830 + Penalty 2081.699249 = -46522.041581
  nChanged 6
		SP:Iteration 5Q (66990.350000 sec): 3 clusters
  Score: Raw -48616.553040 + Penalty 2081.699249 = -46534.853791
  nChanged 7
		SP:Iteration 6Q (66990.510000 sec): 3 clusters
  Score: Raw -48629.866954 + Penalty 2081.699249 = -46548.167706
  nChanged 7
		SP:Iteration 7Q (66990.680000 sec): 3 clusters
  Score: Raw -48644.127486 + Penalty 2081.699249 = -46562.428237
  nChanged 6
		SP:Iteration 8Q (66990.850000 sec): 3 clusters
  Score: Raw -48654.488497 + Penalty 2081.699249 = -46572.789248
  nChanged 7
		SP:Iteration 9Q (66990.980000 sec): 3 clusters
  Score: Raw -48668.001978 + Penalty 2081.699249 = -46586.302729
  nChanged 13
		SP:Iteration 10Q (66991.130000 sec): 3 clusters
  Score: Raw -48690.389028 + Penalty 2081.699249 = -46608.689779
  nChanged 6
		SP:Iteration 11Q (66991.290000 sec): 3 clusters
  Score: Raw -48701.112710 + Penalty 2081.699249 = -46619.413461
  nChanged 4
		SP:Iteration 12Q (66991.440000 sec): 3 clusters
  Score: Raw -48711.007312 + Penalty 2081.699249 = -46629.308063
  nChanged 3
		SP:Iteration 13Q (66991.590000 sec): 3 clusters
  Score: Raw -48719.121204 + Penalty 2081.699249 = -46637.421955
  nChanged 3
		SP:Iteration 14Q (66991.770000 sec): 3 clusters
  Score: Raw -48723.539057 + Penalty 2081.699249 = -46641.839808
  nChanged 2
		SP:Iteration 15Q (66991.930000 sec): 3 clusters
  Score: Raw -48726.739764 + Penalty 2081.699249 = -46645.040516
  nChanged 0
		SP:Iteration 16F (66992.090000 sec): 3 clusters
  Score: Raw -48726.739764 + Penalty 2081.699249 = -46645.040516
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 79 (1693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66992.200000 sec): 2 clusters
  Score: Raw -119183.392244 + Penalty 1208.066825 = -117975.325420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66992.390000 sec): 3 clusters
  Score: Raw -118527.209711 + Penalty 2416.133649 = -116111.076062
  nChanged 554
		SP:Iteration 1F (66992.500000 sec): 3 clusters
  Score: Raw -118935.062750 + Penalty 2416.133649 = -116518.929101
  nChanged 136
		SP:Iteration 2F (66992.680000 sec): 3 clusters
  Score: Raw -119103.947719 + Penalty 2416.133649 = -116687.814070
  nChanged 114
		SP:Iteration 3F (66992.850000 sec): 3 clusters
  Score: Raw -119229.808976 + Penalty 2416.133649 = -116813.675327
  nChanged 83
		SP:Iteration 4Q (66993.050000 sec): 3 clusters
  Score: Raw -119333.099098 + Penalty 2416.133649 = -116916.965449
  nChanged 75
		SP:Iteration 5Q (66993.190000 sec): 3 clusters
  Score: Raw -119415.979083 + Penalty 2416.133649 = -116999.845434
  nChanged 51
		SP:Iteration 6Q (66993.360000 sec): 3 clusters
  Score: Raw -119466.057104 + Penalty 2416.133649 = -117049.923455
  nChanged 36
		SP:Iteration 7Q (66993.510000 sec): 3 clusters
  Score: Raw -119500.382194 + Penalty 2416.133649 = -117084.248545
  nChanged 28
		SP:Iteration 8Q (66993.670000 sec): 3 clusters
  Score: Raw -119522.738693 + Penalty 2416.133649 = -117106.605043
  nChanged 19
		SP:Iteration 9Q (66993.860000 sec): 3 clusters
  Score: Raw -119535.508697 + Penalty 2416.133649 = -117119.375047
  nChanged 18
		SP:Iteration 10Q (66993.990000 sec): 3 clusters
  Score: Raw -119547.267298 + Penalty 2416.133649 = -117131.133649
  nChanged 22
		SP:Iteration 11Q (66994.170000 sec): 3 clusters
  Score: Raw -119564.796722 + Penalty 2416.133649 = -117148.663073
  nChanged 12
		SP:Iteration 12Q (66994.330000 sec): 3 clusters
  Score: Raw -119574.787661 + Penalty 2416.133649 = -117158.654011
  nChanged 9
		SP:Iteration 13Q (66994.510000 sec): 3 clusters
  Score: Raw -119582.082507 + Penalty 2416.133649 = -117165.948857
  nChanged 12
		SP:Iteration 14Q (66994.710000 sec): 3 clusters
  Score: Raw -119592.384871 + Penalty 2416.133649 = -117176.251222
  nChanged 10
		SP:Iteration 15Q (66994.870000 sec): 3 clusters
  Score: Raw -119597.912507 + Penalty 2416.133649 = -117181.778857
  nChanged 9
		SP:Iteration 16Q (66995.040000 sec): 3 clusters
  Score: Raw -119604.013664 + Penalty 2416.133649 = -117187.880015
  nChanged 5
		SP:Iteration 17Q (66995.190000 sec): 3 clusters
  Score: Raw -119607.522246 + Penalty 2416.133649 = -117191.388597
  nChanged 3
		SP:Iteration 18Q (66995.350000 sec): 3 clusters
  Score: Raw -119609.553798 + Penalty 2416.133649 = -117193.420149
  nChanged 4
		SP:Iteration 19Q (66995.480000 sec): 3 clusters
  Score: Raw -119612.113216 + Penalty 2416.133649 = -117195.979567
  nChanged 4
		SP:Iteration 20F (66995.640000 sec): 3 clusters
  Score: Raw -119614.403395 + Penalty 2416.133649 = -117198.269746
  nChanged 2
		SP:Iteration 21Q (66995.810000 sec): 3 clusters
  Score: Raw -119615.307760 + Penalty 2416.133649 = -117199.174111
  nChanged 2
		SP:Iteration 22Q (66996.000000 sec): 3 clusters
  Score: Raw -119616.252321 + Penalty 2416.133649 = -117200.118671
  nChanged 3
		SP:Iteration 23Q (66996.150000 sec): 3 clusters
  Score: Raw -119617.845706 + Penalty 2416.133649 = -117201.712057
  nChanged 4
		SP:Iteration 24Q (66996.320000 sec): 3 clusters
  Score: Raw -119619.600493 + Penalty 2416.133649 = -117203.466844
  nChanged 3
		SP:Iteration 25Q (66996.500000 sec): 3 clusters
  Score: Raw -119621.501276 + Penalty 2416.133649 = -117205.367627
  nChanged 5
		SP:Iteration 26Q (66996.660000 sec): 3 clusters
  Score: Raw -119624.826612 + Penalty 2416.133649 = -117208.692963
  nChanged 4
		SP:Iteration 27Q (66996.840000 sec): 3 clusters
  Score: Raw -119626.378125 + Penalty 2416.133649 = -117210.244476
  nChanged 2
		SP:Iteration 28Q (66997.000000 sec): 3 clusters
  Score: Raw -119627.556840 + Penalty 2416.133649 = -117211.423191
  nChanged 1
		SP:Iteration 29Q (66997.180000 sec): 3 clusters
  Score: Raw -119627.988337 + Penalty 2416.133649 = -117211.854688
  nChanged 0
		SP:Iteration 30F (66997.340000 sec): 3 clusters
  Score: Raw -119627.988337 + Penalty 2416.133649 = -117211.854688
  nChanged 0
Iteration 419Q (67191.940000 sec): 80 clusters
  Score: Raw -122373241.191234 + Penalty 182365.225138 = -122190875.966096
  nChanged 207
Iteration 420F (67489.250000 sec): 80 clusters
  Score: Raw -122373250.498457 + Penalty 182365.225138 = -122190885.273320
  nChanged 209
Iteration 421Q (67676.230000 sec): 80 clusters
  Score: Raw -122373259.745794 + Penalty 182365.225138 = -122190894.520656
  nChanged 210
Iteration 422Q (67883.770000 sec): 80 clusters
  Score: Raw -122373268.548515 + Penalty 182365.225138 = -122190903.323377
  nChanged 183
Iteration 423Q (68084.460000 sec): 80 clusters
  Score: Raw -122373275.321364 + Penalty 182365.225138 = -122190910.096226
  nChanged 166
Iteration 424Q (68285.610000 sec): 80 clusters
  Score: Raw -122373281.662707 + Penalty 182365.225138 = -122190916.437569
  nChanged 154
Iteration 425Q (68492.700000 sec): 80 clusters
  Score: Raw -122373288.645972 + Penalty 182365.225138 = -122190923.420834
  nChanged 167
Iteration 426Q (68697.140000 sec): 80 clusters
  Score: Raw -122373296.963272 + Penalty 182365.225138 = -122190931.738135
  nChanged 188
Iteration 427Q (68898.970000 sec): 80 clusters
  Score: Raw -122373305.081477 + Penalty 182365.225138 = -122190939.856339
  nChanged 201
Iteration 428Q (69107.350000 sec): 80 clusters
  Score: Raw -122373313.030891 + Penalty 182365.225138 = -122190947.805753
  nChanged 207
Iteration 429Q (69314.970000 sec): 80 clusters
  Score: Raw -122373322.174515 + Penalty 182365.225138 = -122190956.949378
  nChanged 196
Iteration 430Q (69511.070000 sec): 80 clusters
  Score: Raw -122373330.623027 + Penalty 182365.225138 = -122190965.397890
  nChanged 189
Iteration 431Q (69720.340000 sec): 80 clusters
  Score: Raw -122373338.178118 + Penalty 182365.225138 = -122190972.952981
  nChanged 177
Iteration 432Q (69921.170000 sec): 80 clusters
  Score: Raw -122373344.774467 + Penalty 182365.225138 = -122190979.549329
  nChanged 178
Iteration 433Q (70111.480000 sec): 80 clusters
  Score: Raw -122373351.243666 + Penalty 182365.225138 = -122190986.018529
  nChanged 186
Iteration 434Q (70324.570000 sec): 80 clusters
  Score: Raw -122373357.683489 + Penalty 182365.225138 = -122190992.458351
  nChanged 181
Iteration 435Q (70529.130000 sec): 80 clusters
  Score: Raw -122373363.721439 + Penalty 182365.225138 = -122190998.496301
  nChanged 165
Iteration 436Q (70733.150000 sec): 80 clusters
  Score: Raw -122373369.625807 + Penalty 182365.225138 = -122191004.400669
  nChanged 135
Iteration 437Q (70946.520000 sec): 80 clusters
  Score: Raw -122373374.323008 + Penalty 182365.225138 = -122191009.097871
  nChanged 128
Iteration 438Q (71150.150000 sec): 80 clusters
  Score: Raw -122373379.263374 + Penalty 182365.225138 = -122191014.038236
  nChanged 113
Iteration 439Q (71357.470000 sec): 80 clusters
  Score: Raw -122373383.234145 + Penalty 182365.225138 = -122191018.009007
  nChanged 108
Iteration 440F (71614.380000 sec): 80 clusters
  Score: Raw -122373386.820523 + Penalty 182365.225138 = -122191021.595385
  nChanged 100
Iteration 441Q (71825.500000 sec): 80 clusters
  Score: Raw -122373389.457807 + Penalty 182365.225138 = -122191024.232669
  nChanged 91
Iteration 442Q (72032.140000 sec): 80 clusters
  Score: Raw -122373391.561903 + Penalty 182365.225138 = -122191026.336765
  nChanged 89
Iteration 443Q (72237.170000 sec): 80 clusters
  Score: Raw -122373393.707336 + Penalty 182365.225138 = -122191028.482199
  nChanged 94
Iteration 444Q (72457.950000 sec): 80 clusters
  Score: Raw -122373396.098331 + Penalty 182365.225138 = -122191030.873194
  nChanged 99
Iteration 445Q (72663.430000 sec): 80 clusters
  Score: Raw -122373398.945258 + Penalty 182365.225138 = -122191033.720120
  nChanged 107
Iteration 446Q (72876.770000 sec): 80 clusters
  Score: Raw -122373402.065841 + Penalty 182365.225138 = -122191036.840703
  nChanged 108
Iteration 447Q (73091.600000 sec): 80 clusters
  Score: Raw -122373404.894714 + Penalty 182365.225138 = -122191039.669576
  nChanged 101
Iteration 448Q (73303.460000 sec): 80 clusters
  Score: Raw -122373407.688301 + Penalty 182365.225138 = -122191042.463163
  nChanged 87
Iteration 449Q (73515.550000 sec): 80 clusters
  Score: Raw -122373410.013410 + Penalty 182365.225138 = -122191044.788273
  nChanged 77
Iteration 450Q (73721.290000 sec): 80 clusters
  Score: Raw -122373412.179803 + Penalty 182365.225138 = -122191046.954665
  nChanged 87
Iteration 451Q (73903.980000 sec): 80 clusters
  Score: Raw -122373414.649385 + Penalty 182365.225138 = -122191049.424247
  nChanged 95
Iteration 452Q (74098.020000 sec): 80 clusters
  Score: Raw -122373417.629363 + Penalty 182365.225138 = -122191052.404225
  nChanged 71
Iteration 453Q (74300.100000 sec): 80 clusters
  Score: Raw -122373419.414616 + Penalty 182365.225138 = -122191054.189478
  nChanged 68
Iteration 454Q (74507.990000 sec): 80 clusters
  Score: Raw -122373421.215627 + Penalty 182365.225138 = -122191055.990489
  nChanged 59
Iteration 455Q (74712.540000 sec): 80 clusters
  Score: Raw -122373422.724695 + Penalty 182365.225138 = -122191057.499557
  nChanged 77
Iteration 456Q (74921.980000 sec): 80 clusters
  Score: Raw -122373425.023739 + Penalty 182365.225138 = -122191059.798601
  nChanged 97
Iteration 457Q (75135.240000 sec): 80 clusters
  Score: Raw -122373428.935808 + Penalty 182365.225138 = -122191063.710670
  nChanged 100
Iteration 458Q (75334.850000 sec): 80 clusters
  Score: Raw -122373432.420420 + Penalty 182365.225138 = -122191067.195282
  nChanged 96
Writing temp clu file 
Because OldScore, -122191063.710670, is greater than current (better) Score,-122191067.195282 
 Compute initial score before splitting:   Score: Raw -122373432.420420 + Penalty 182365.225138 = -122191067.195282
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 1 (52984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75335.430000 sec): 2 clusters
  Score: Raw -4386333.670084 + Penalty 1767.633605 = -4384566.036479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75335.930000 sec): 3 clusters
  Score: Raw -4352743.853699 + Penalty 3535.267210 = -4349208.586490
  nChanged 24831
		SP:Iteration 1F (75336.410000 sec): 3 clusters
  Score: Raw -4367026.280936 + Penalty 3535.267210 = -4363491.013726
  nChanged 2322
		SP:Iteration 2Q (75336.980000 sec): 3 clusters
  Score: Raw -4367840.658601 + Penalty 3535.267210 = -4364305.391392
  nChanged 2491
		SP:Iteration 3Q (75337.520000 sec): 3 clusters
  Score: Raw -4368904.191664 + Penalty 3535.267210 = -4365368.924455
  nChanged 2735
		SP:Iteration 4F (75337.990000 sec): 3 clusters
  Score: Raw -4370339.679447 + Penalty 3535.267210 = -4366804.412237
  nChanged 3047
		SP:Iteration 5F (75338.510000 sec): 3 clusters
  Score: Raw -4372196.651161 + Penalty 3535.267210 = -4368661.383952
  nChanged 3258
		SP:Iteration 6F (75339.010000 sec): 3 clusters
  Score: Raw -4374538.245050 + Penalty 3535.267210 = -4371002.977840
  nChanged 3325
		SP:Iteration 7F (75339.490000 sec): 3 clusters
  Score: Raw -4376903.268910 + Penalty 3535.267210 = -4373368.001701
  nChanged 2884
		SP:Iteration 8F (75339.950000 sec): 3 clusters
  Score: Raw -4378556.284934 + Penalty 3535.267210 = -4375021.017724
  nChanged 2168
		SP:Iteration 9Q (75340.450000 sec): 3 clusters
  Score: Raw -4379434.817051 + Penalty 3535.267210 = -4375899.549841
  nChanged 1475
		SP:Iteration 10Q (75340.920000 sec): 3 clusters
  Score: Raw -4379834.710961 + Penalty 3535.267210 = -4376299.443752
  nChanged 955
		SP:Iteration 11Q (75341.400000 sec): 3 clusters
  Score: Raw -4380067.857276 + Penalty 3535.267210 = -4376532.590066
  nChanged 763
		SP:Iteration 12Q (75341.890000 sec): 3 clusters
  Score: Raw -4380237.844884 + Penalty 3535.267210 = -4376702.577674
  nChanged 636
		SP:Iteration 13Q (75342.350000 sec): 3 clusters
  Score: Raw -4380374.001032 + Penalty 3535.267210 = -4376838.733822
  nChanged 591
		SP:Iteration 14Q (75342.870000 sec): 3 clusters
  Score: Raw -4380490.323009 + Penalty 3535.267210 = -4376955.055800
  nChanged 526
		SP:Iteration 15Q (75343.320000 sec): 3 clusters
  Score: Raw -4380592.113548 + Penalty 3535.267210 = -4377056.846339
  nChanged 543
		SP:Iteration 16Q (75343.770000 sec): 3 clusters
  Score: Raw -4380686.092098 + Penalty 3535.267210 = -4377150.824888
  nChanged 512
		SP:Iteration 17Q (75344.280000 sec): 3 clusters
  Score: Raw -4380782.792005 + Penalty 3535.267210 = -4377247.524796
  nChanged 527
		SP:Iteration 18Q (75344.770000 sec): 3 clusters
  Score: Raw -4380890.599410 + Penalty 3535.267210 = -4377355.332201
  nChanged 537
		SP:Iteration 19Q (75345.270000 sec): 3 clusters
  Score: Raw -4381005.089002 + Penalty 3535.267210 = -4377469.821793
  nChanged 574
		SP:Iteration 20F (75345.770000 sec): 3 clusters
  Score: Raw -4381130.517507 + Penalty 3535.267210 = -4377595.250298
  nChanged 547
		SP:Iteration 21Q (75346.290000 sec): 3 clusters
  Score: Raw -4381246.342301 + Penalty 3535.267210 = -4377711.075092
  nChanged 555
		SP:Iteration 22Q (75346.760000 sec): 3 clusters
  Score: Raw -4381369.788643 + Penalty 3535.267210 = -4377834.521433
  nChanged 542
		SP:Iteration 23Q (75347.340000 sec): 3 clusters
  Score: Raw -4381489.262226 + Penalty 3535.267210 = -4377953.995016
  nChanged 519
		SP:Iteration 24Q (75347.820000 sec): 3 clusters
  Score: Raw -4381598.144763 + Penalty 3535.267210 = -4378062.877554
  nChanged 503
		SP:Iteration 25Q (75348.350000 sec): 3 clusters
  Score: Raw -4381697.526288 + Penalty 3535.267210 = -4378162.259078
  nChanged 498
		SP:Iteration 26Q (75348.840000 sec): 3 clusters
  Score: Raw -4381801.137715 + Penalty 3535.267210 = -4378265.870505
  nChanged 505
		SP:Iteration 27Q (75349.360000 sec): 3 clusters
  Score: Raw -4381904.048456 + Penalty 3535.267210 = -4378368.781246
  nChanged 514
		SP:Iteration 28Q (75349.830000 sec): 3 clusters
  Score: Raw -4382010.173578 + Penalty 3535.267210 = -4378474.906368
  nChanged 508
		SP:Iteration 29Q (75350.320000 sec): 3 clusters
  Score: Raw -4382112.384291 + Penalty 3535.267210 = -4378577.117081
  nChanged 500
		SP:Iteration 30Q (75350.790000 sec): 3 clusters
  Score: Raw -4382210.246435 + Penalty 3535.267210 = -4378674.979226
  nChanged 477
		SP:Iteration 31Q (75351.230000 sec): 3 clusters
  Score: Raw -4382307.913219 + Penalty 3535.267210 = -4378772.646010
  nChanged 480
		SP:Iteration 32Q (75351.740000 sec): 3 clusters
  Score: Raw -4382407.139700 + Penalty 3535.267210 = -4378871.872490
  nChanged 477
		SP:Iteration 33Q (75352.190000 sec): 3 clusters
  Score: Raw -4382504.500243 + Penalty 3535.267210 = -4378969.233033
  nChanged 447
		SP:Iteration 34Q (75352.730000 sec): 3 clusters
  Score: Raw -4382585.695561 + Penalty 3535.267210 = -4379050.428351
  nChanged 424
		SP:Iteration 35Q (75353.190000 sec): 3 clusters
  Score: Raw -4382657.594252 + Penalty 3535.267210 = -4379122.327042
  nChanged 422
		SP:Iteration 36Q (75353.720000 sec): 3 clusters
  Score: Raw -4382730.015949 + Penalty 3535.267210 = -4379194.748739
  nChanged 425
		SP:Iteration 37Q (75354.220000 sec): 3 clusters
  Score: Raw -4382806.078812 + Penalty 3535.267210 = -4379270.811602
  nChanged 417
		SP:Iteration 38Q (75354.770000 sec): 3 clusters
  Score: Raw -4382879.928660 + Penalty 3535.267210 = -4379344.661451
  nChanged 413
		SP:Iteration 39Q (75355.190000 sec): 3 clusters
  Score: Raw -4382958.699592 + Penalty 3535.267210 = -4379423.432382
  nChanged 412
		SP:Iteration 40F (75355.640000 sec): 3 clusters
  Score: Raw -4383040.087728 + Penalty 3535.267210 = -4379504.820518
  nChanged 450
		SP:Iteration 41Q (75356.120000 sec): 3 clusters
  Score: Raw -4383137.396539 + Penalty 3535.267210 = -4379602.129330
  nChanged 447
		SP:Iteration 42Q (75356.510000 sec): 3 clusters
  Score: Raw -4383244.776999 + Penalty 3535.267210 = -4379709.509789
  nChanged 454
		SP:Iteration 43Q (75356.960000 sec): 3 clusters
  Score: Raw -4383354.425578 + Penalty 3535.267210 = -4379819.158369
  nChanged 446
		SP:Iteration 44Q (75357.380000 sec): 3 clusters
  Score: Raw -4383464.002084 + Penalty 3535.267210 = -4379928.734875
  nChanged 463
		SP:Iteration 45Q (75357.870000 sec): 3 clusters
  Score: Raw -4383596.043042 + Penalty 3535.267210 = -4380060.775833
  nChanged 522
		SP:Iteration 46Q (75358.390000 sec): 3 clusters
  Score: Raw -4383769.100580 + Penalty 3535.267210 = -4380233.833371
  nChanged 529
		SP:Iteration 47Q (75358.940000 sec): 3 clusters
  Score: Raw -4383954.063076 + Penalty 3535.267210 = -4380418.795866
  nChanged 504
		SP:Iteration 48Q (75359.460000 sec): 3 clusters
  Score: Raw -4384134.911281 + Penalty 3535.267210 = -4380599.644072
  nChanged 496
		SP:Iteration 49Q (75359.930000 sec): 3 clusters
  Score: Raw -4384321.050580 + Penalty 3535.267210 = -4380785.783371
  nChanged 473
		SP:Iteration 50Q (75360.380000 sec): 3 clusters
  Score: Raw -4384500.643181 + Penalty 3535.267210 = -4380965.375972
  nChanged 474
		SP:Iteration 51Q (75360.760000 sec): 3 clusters
  Score: Raw -4384689.743207 + Penalty 3535.267210 = -4381154.475997
  nChanged 463
		SP:Iteration 52Q (75361.180000 sec): 3 clusters
  Score: Raw -4384878.337869 + Penalty 3535.267210 = -4381343.070659
  nChanged 458
		SP:Iteration 53Q (75361.630000 sec): 3 clusters
  Score: Raw -4385056.025111 + Penalty 3535.267210 = -4381520.757901
  nChanged 420
		SP:Iteration 54Q (75362.080000 sec): 3 clusters
  Score: Raw -4385206.493269 + Penalty 3535.267210 = -4381671.226059
  nChanged 374
		SP:Iteration 55Q (75362.610000 sec): 3 clusters
  Score: Raw -4385336.254516 + Penalty 3535.267210 = -4381800.987307
  nChanged 331
		SP:Iteration 56Q (75363.010000 sec): 3 clusters
  Score: Raw -4385447.237690 + Penalty 3535.267210 = -4381911.970481
  nChanged 310
		SP:Iteration 57Q (75363.490000 sec): 3 clusters
  Score: Raw -4385551.873906 + Penalty 3535.267210 = -4382016.606696
  nChanged 282
		SP:Iteration 58Q (75363.930000 sec): 3 clusters
  Score: Raw -4385644.551695 + Penalty 3535.267210 = -4382109.284485
  nChanged 264
		SP:Iteration 59Q (75364.440000 sec): 3 clusters
  Score: Raw -4385732.445050 + Penalty 3535.267210 = -4382197.177841
  nChanged 257
		SP:Iteration 60F (75364.960000 sec): 3 clusters
  Score: Raw -4385811.386574 + Penalty 3535.267210 = -4382276.119364
  nChanged 233
		SP:Iteration 61Q (75365.350000 sec): 3 clusters
  Score: Raw -4385882.503305 + Penalty 3535.267210 = -4382347.236096
  nChanged 207
		SP:Iteration 62Q (75365.830000 sec): 3 clusters
  Score: Raw -4385945.261316 + Penalty 3535.267210 = -4382409.994107
  nChanged 190
		SP:Iteration 63Q (75366.280000 sec): 3 clusters
  Score: Raw -4386004.463070 + Penalty 3535.267210 = -4382469.195860
  nChanged 176
		SP:Iteration 64Q (75366.740000 sec): 3 clusters
  Score: Raw -4386062.223236 + Penalty 3535.267210 = -4382526.956026
  nChanged 166
		SP:Iteration 65Q (75367.230000 sec): 3 clusters
  Score: Raw -4386117.310019 + Penalty 3535.267210 = -4382582.042809
  nChanged 148
		SP:Iteration 66Q (75367.700000 sec): 3 clusters
  Score: Raw -4386166.002548 + Penalty 3535.267210 = -4382630.735339
  nChanged 134
		SP:Iteration 67Q (75368.220000 sec): 3 clusters
  Score: Raw -4386220.070827 + Penalty 3535.267210 = -4382684.803617
  nChanged 135
		SP:Iteration 68Q (75368.680000 sec): 3 clusters
  Score: Raw -4386271.606139 + Penalty 3535.267210 = -4382736.338930
  nChanged 102
		SP:Iteration 69Q (75369.110000 sec): 3 clusters
  Score: Raw -4386307.399061 + Penalty 3535.267210 = -4382772.131852
  nChanged 105
		SP:Iteration 70Q (75369.560000 sec): 3 clusters
  Score: Raw -4386347.348279 + Penalty 3535.267210 = -4382812.081070
  nChanged 102
		SP:Iteration 71Q (75370.030000 sec): 3 clusters
  Score: Raw -4386382.646578 + Penalty 3535.267210 = -4382847.379368
  nChanged 76
		SP:Iteration 72Q (75370.460000 sec): 3 clusters
  Score: Raw -4386408.209093 + Penalty 3535.267210 = -4382872.941884
  nChanged 80
		SP:Iteration 73Q (75370.940000 sec): 3 clusters
  Score: Raw -4386442.903922 + Penalty 3535.267210 = -4382907.636713
  nChanged 91
		SP:Iteration 74Q (75371.410000 sec): 3 clusters
  Score: Raw -4386483.781979 + Penalty 3535.267210 = -4382948.514769
  nChanged 83
		SP:Iteration 75Q (75371.850000 sec): 3 clusters
  Score: Raw -4386528.409252 + Penalty 3535.267210 = -4382993.142042
  nChanged 78
		SP:Iteration 76Q (75372.330000 sec): 3 clusters
  Score: Raw -4386571.115732 + Penalty 3535.267210 = -4383035.848522
  nChanged 76
		SP:Iteration 77Q (75372.810000 sec): 3 clusters
  Score: Raw -4386615.857664 + Penalty 3535.267210 = -4383080.590454
  nChanged 71
		SP:Iteration 78Q (75373.290000 sec): 3 clusters
  Score: Raw -4386661.260922 + Penalty 3535.267210 = -4383125.993713
  nChanged 64
		SP:Iteration 79Q (75373.730000 sec): 3 clusters
  Score: Raw -4386693.004812 + Penalty 3535.267210 = -4383157.737602
  nChanged 48
		SP:Iteration 80F (75374.120000 sec): 3 clusters
  Score: Raw -4386717.580844 + Penalty 3535.267210 = -4383182.313634
  nChanged 43
		SP:Iteration 81Q (75374.620000 sec): 3 clusters
  Score: Raw -4386735.008191 + Penalty 3535.267210 = -4383199.740981
  nChanged 41
		SP:Iteration 82Q (75375.070000 sec): 3 clusters
  Score: Raw -4386752.141058 + Penalty 3535.267210 = -4383216.873848
  nChanged 39
		SP:Iteration 83Q (75375.620000 sec): 3 clusters
  Score: Raw -4386764.861104 + Penalty 3535.267210 = -4383229.593894
  nChanged 20
		SP:Iteration 84Q (75376.030000 sec): 3 clusters
  Score: Raw -4386771.053023 + Penalty 3535.267210 = -4383235.785813
  nChanged 14
		SP:Iteration 85Q (75376.520000 sec): 3 clusters
  Score: Raw -4386776.550195 + Penalty 3535.267210 = -4383241.282986
  nChanged 22
		SP:Iteration 86Q (75377.070000 sec): 3 clusters
  Score: Raw -4386787.481715 + Penalty 3535.267210 = -4383252.214505
  nChanged 20
		SP:Iteration 87Q (75377.570000 sec): 3 clusters
  Score: Raw -4386794.215549 + Penalty 3535.267210 = -4383258.948340
  nChanged 17
		SP:Iteration 88Q (75378.110000 sec): 3 clusters
  Score: Raw -4386799.271908 + Penalty 3535.267210 = -4383264.004698
  nChanged 17
		SP:Iteration 89Q (75378.610000 sec): 3 clusters
  Score: Raw -4386803.754934 + Penalty 3535.267210 = -4383268.487724
  nChanged 11
		SP:Iteration 90Q (75379.090000 sec): 3 clusters
  Score: Raw -4386806.973050 + Penalty 3535.267210 = -4383271.705841
  nChanged 11
		SP:Iteration 91Q (75379.510000 sec): 3 clusters
  Score: Raw -4386810.250892 + Penalty 3535.267210 = -4383274.983683
  nChanged 10
		SP:Iteration 92Q (75380.000000 sec): 3 clusters
  Score: Raw -4386813.463106 + Penalty 3535.267210 = -4383278.195896
  nChanged 9
		SP:Iteration 93Q (75380.470000 sec): 3 clusters
  Score: Raw -4386817.358398 + Penalty 3535.267210 = -4383282.091188
  nChanged 11
		SP:Iteration 94Q (75380.950000 sec): 3 clusters
  Score: Raw -4386821.486378 + Penalty 3535.267210 = -4383286.219168
  nChanged 9
		SP:Iteration 95Q (75381.440000 sec): 3 clusters
  Score: Raw -4386824.010982 + Penalty 3535.267210 = -4383288.743773
  nChanged 6
		SP:Iteration 96Q (75381.930000 sec): 3 clusters
  Score: Raw -4386826.114592 + Penalty 3535.267210 = -4383290.847382
  nChanged 6
		SP:Iteration 97Q (75382.440000 sec): 3 clusters
  Score: Raw -4386828.194195 + Penalty 3535.267210 = -4383292.926985
  nChanged 5
		SP:Iteration 98Q (75382.880000 sec): 3 clusters
  Score: Raw -4386829.813799 + Penalty 3535.267210 = -4383294.546589
  nChanged 4
		SP:Iteration 99Q (75383.350000 sec): 3 clusters
  Score: Raw -4386831.160672 + Penalty 3535.267210 = -4383295.893463
  nChanged 4
		SP:Iteration 100F (75383.830000 sec): 3 clusters
  Score: Raw -4386832.455301 + Penalty 3535.267210 = -4383297.188092
  nChanged 2
		SP:Iteration 101Q (75384.300000 sec): 3 clusters
  Score: Raw -4386833.388602 + Penalty 3535.267210 = -4383298.121392
  nChanged 2
		SP:Iteration 102Q (75384.800000 sec): 3 clusters
  Score: Raw -4386834.461861 + Penalty 3535.267210 = -4383299.194651
  nChanged 3
		SP:Iteration 103Q (75385.260000 sec): 3 clusters
  Score: Raw -4386835.263210 + Penalty 3535.267210 = -4383299.996000
  nChanged 5
		SP:Iteration 104Q (75385.770000 sec): 3 clusters
  Score: Raw -4386837.128271 + Penalty 3535.267210 = -4383301.861061
  nChanged 5
		SP:Iteration 105Q (75386.260000 sec): 3 clusters
  Score: Raw -4386838.338970 + Penalty 3535.267210 = -4383303.071760
  nChanged 1
		SP:Iteration 106Q (75386.700000 sec): 3 clusters
  Score: Raw -4386838.861681 + Penalty 3535.267210 = -4383303.594471
  nChanged 1
		SP:Iteration 107Q (75387.180000 sec): 3 clusters
  Score: Raw -4386839.315888 + Penalty 3535.267210 = -4383304.048679
  nChanged 2
		SP:Iteration 108Q (75387.670000 sec): 3 clusters
  Score: Raw -4386839.722562 + Penalty 3535.267210 = -4383304.455352
  nChanged 3
		SP:Iteration 109Q (75388.090000 sec): 3 clusters
  Score: Raw -4386840.886875 + Penalty 3535.267210 = -4383305.619665
  nChanged 2
		SP:Iteration 110Q (75388.510000 sec): 3 clusters
  Score: Raw -4386841.345886 + Penalty 3535.267210 = -4383306.078676
  nChanged 1
		SP:Iteration 111Q (75389.030000 sec): 3 clusters
  Score: Raw -4386841.533658 + Penalty 3535.267210 = -4383306.266448
  nChanged 1
		SP:Iteration 112Q (75389.460000 sec): 3 clusters
  Score: Raw -4386841.864704 + Penalty 3535.267210 = -4383306.597494
  nChanged 1
		SP:Iteration 113Q (75389.960000 sec): 3 clusters
  Score: Raw -4386841.980306 + Penalty 3535.267210 = -4383306.713096
  nChanged 1
		SP:Iteration 114Q (75390.460000 sec): 3 clusters
  Score: Raw -4386842.191767 + Penalty 3535.267210 = -4383306.924557
  nChanged 1
		SP:Iteration 115Q (75391.020000 sec): 3 clusters
  Score: Raw -4386842.361627 + Penalty 3535.267210 = -4383307.094418
  nChanged 0
		SP:Iteration 116F (75391.520000 sec): 3 clusters
  Score: Raw -4386842.361627 + Penalty 3535.267210 = -4383307.094418
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 2 (248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75391.660000 sec): 2 clusters
  Score: Raw -17061.485053 + Penalty 895.932171 = -16165.552882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75391.830000 sec): 3 clusters
  Score: Raw -17129.749584 + Penalty 1791.864343 = -15337.885242
  nChanged 40
		SP:Iteration 1F (75392.040000 sec): 3 clusters
  Score: Raw -17246.961643 + Penalty 1791.864343 = -15455.097300
  nChanged 16
		SP:Iteration 2F (75392.180000 sec): 3 clusters
  Score: Raw -17289.548131 + Penalty 1791.864343 = -15497.683789
  nChanged 7
		SP:Iteration 3Q (75392.310000 sec): 3 clusters
  Score: Raw -17305.291955 + Penalty 1791.864343 = -15513.427613
  nChanged 3
		SP:Iteration 4Q (75392.470000 sec): 3 clusters
  Score: Raw -17308.142773 + Penalty 1791.864343 = -15516.278430
  nChanged 1
		SP:Iteration 5Q (75392.600000 sec): 3 clusters
  Score: Raw -17308.638122 + Penalty 1791.864343 = -15516.773779
  nChanged 0
		SP:Iteration 6F (75392.750000 sec): 3 clusters
  Score: Raw -17308.638122 + Penalty 1791.864343 = -15516.773779
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 3 (5272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75392.870000 sec): 2 clusters
  Score: Raw -444580.684730 + Penalty 1392.651825 = -443188.032905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75393.010000 sec): 3 clusters
  Score: Raw -441781.050065 + Penalty 2785.303650 = -438995.746416
  nChanged 2154
		SP:Iteration 1F (75393.160000 sec): 3 clusters
  Score: Raw -443194.715149 + Penalty 2785.303650 = -440409.411500
  nChanged 531
		SP:Iteration 2F (75393.330000 sec): 3 clusters
  Score: Raw -443703.574305 + Penalty 2785.303650 = -440918.270655
  nChanged 471
		SP:Iteration 3F (75393.470000 sec): 3 clusters
  Score: Raw -444143.971462 + Penalty 2785.303650 = -441358.667812
  nChanged 387
		SP:Iteration 4F (75393.700000 sec): 3 clusters
  Score: Raw -444494.737747 + Penalty 2785.303650 = -441709.434097
  nChanged 294
		SP:Iteration 5F (75393.870000 sec): 3 clusters
  Score: Raw -444744.866675 + Penalty 2785.303650 = -441959.563025
  nChanged 200
		SP:Iteration 6Q (75394.030000 sec): 3 clusters
  Score: Raw -444880.918617 + Penalty 2785.303650 = -442095.614967
  nChanged 150
		SP:Iteration 7Q (75394.220000 sec): 3 clusters
  Score: Raw -444979.931277 + Penalty 2785.303650 = -442194.627628
  nChanged 126
		SP:Iteration 8Q (75394.410000 sec): 3 clusters
  Score: Raw -445053.867934 + Penalty 2785.303650 = -442268.564285
  nChanged 82
		SP:Iteration 9Q (75394.610000 sec): 3 clusters
  Score: Raw -445107.396942 + Penalty 2785.303650 = -442322.093292
  nChanged 75
		SP:Iteration 10Q (75394.760000 sec): 3 clusters
  Score: Raw -445143.415859 + Penalty 2785.303650 = -442358.112210
  nChanged 60
		SP:Iteration 11Q (75395.000000 sec): 3 clusters
  Score: Raw -445173.841010 + Penalty 2785.303650 = -442388.537360
  nChanged 58
		SP:Iteration 12Q (75395.190000 sec): 3 clusters
  Score: Raw -445195.105634 + Penalty 2785.303650 = -442409.801984
  nChanged 48
		SP:Iteration 13Q (75395.370000 sec): 3 clusters
  Score: Raw -445212.204171 + Penalty 2785.303650 = -442426.900521
  nChanged 50
		SP:Iteration 14Q (75395.640000 sec): 3 clusters
  Score: Raw -445231.200726 + Penalty 2785.303650 = -442445.897076
  nChanged 61
		SP:Iteration 15Q (75395.820000 sec): 3 clusters
  Score: Raw -445255.053123 + Penalty 2785.303650 = -442469.749473
  nChanged 59
		SP:Iteration 16Q (75396.020000 sec): 3 clusters
  Score: Raw -445274.520372 + Penalty 2785.303650 = -442489.216722
  nChanged 50
		SP:Iteration 17Q (75396.280000 sec): 3 clusters
  Score: Raw -445295.041412 + Penalty 2785.303650 = -442509.737762
  nChanged 53
		SP:Iteration 18Q (75396.490000 sec): 3 clusters
  Score: Raw -445315.939516 + Penalty 2785.303650 = -442530.635867
  nChanged 56
		SP:Iteration 19Q (75396.720000 sec): 3 clusters
  Score: Raw -445338.001980 + Penalty 2785.303650 = -442552.698331
  nChanged 63
		SP:Iteration 20F (75396.910000 sec): 3 clusters
  Score: Raw -445364.474645 + Penalty 2785.303650 = -442579.170995
  nChanged 69
		SP:Iteration 21Q (75397.090000 sec): 3 clusters
  Score: Raw -445392.069722 + Penalty 2785.303650 = -442606.766073
  nChanged 62
		SP:Iteration 22Q (75397.270000 sec): 3 clusters
  Score: Raw -445423.732896 + Penalty 2785.303650 = -442638.429247
  nChanged 69
		SP:Iteration 23Q (75397.470000 sec): 3 clusters
  Score: Raw -445461.215316 + Penalty 2785.303650 = -442675.911666
  nChanged 74
		SP:Iteration 24Q (75397.690000 sec): 3 clusters
  Score: Raw -445494.398903 + Penalty 2785.303650 = -442709.095253
  nChanged 69
		SP:Iteration 25Q (75397.870000 sec): 3 clusters
  Score: Raw -445528.060635 + Penalty 2785.303650 = -442742.756985
  nChanged 64
		SP:Iteration 26Q (75398.090000 sec): 3 clusters
  Score: Raw -445558.844337 + Penalty 2785.303650 = -442773.540687
  nChanged 50
		SP:Iteration 27Q (75398.340000 sec): 3 clusters
  Score: Raw -445581.263516 + Penalty 2785.303650 = -442795.959866
  nChanged 43
		SP:Iteration 28Q (75398.530000 sec): 3 clusters
  Score: Raw -445601.533592 + Penalty 2785.303650 = -442816.229942
  nChanged 48
		SP:Iteration 29Q (75398.660000 sec): 3 clusters
  Score: Raw -445624.485172 + Penalty 2785.303650 = -442839.181523
  nChanged 44
		SP:Iteration 30Q (75398.810000 sec): 3 clusters
  Score: Raw -445644.098591 + Penalty 2785.303650 = -442858.794941
  nChanged 40
		SP:Iteration 31Q (75399.000000 sec): 3 clusters
  Score: Raw -445659.750047 + Penalty 2785.303650 = -442874.446397
  nChanged 42
		SP:Iteration 32Q (75399.230000 sec): 3 clusters
  Score: Raw -445676.893017 + Penalty 2785.303650 = -442891.589367
  nChanged 37
		SP:Iteration 33Q (75399.480000 sec): 3 clusters
  Score: Raw -445692.813108 + Penalty 2785.303650 = -442907.509458
  nChanged 33
		SP:Iteration 34Q (75399.700000 sec): 3 clusters
  Score: Raw -445704.030709 + Penalty 2785.303650 = -442918.727059
  nChanged 30
		SP:Iteration 35Q (75399.890000 sec): 3 clusters
  Score: Raw -445715.036411 + Penalty 2785.303650 = -442929.732761
  nChanged 24
		SP:Iteration 36Q (75400.100000 sec): 3 clusters
  Score: Raw -445723.165636 + Penalty 2785.303650 = -442937.861986
  nChanged 23
		SP:Iteration 37Q (75400.320000 sec): 3 clusters
  Score: Raw -445730.502058 + Penalty 2785.303650 = -442945.198409
  nChanged 16
		SP:Iteration 38Q (75400.530000 sec): 3 clusters
  Score: Raw -445736.012736 + Penalty 2785.303650 = -442950.709086
  nChanged 17
		SP:Iteration 39Q (75400.770000 sec): 3 clusters
  Score: Raw -445740.839006 + Penalty 2785.303650 = -442955.535356
  nChanged 13
		SP:Iteration 40F (75401.000000 sec): 3 clusters
  Score: Raw -445744.050835 + Penalty 2785.303650 = -442958.747185
  nChanged 9
		SP:Iteration 41Q (75401.220000 sec): 3 clusters
  Score: Raw -445745.658436 + Penalty 2785.303650 = -442960.354786
  nChanged 7
		SP:Iteration 42Q (75401.430000 sec): 3 clusters
  Score: Raw -445747.693522 + Penalty 2785.303650 = -442962.389872
  nChanged 7
		SP:Iteration 43Q (75401.680000 sec): 3 clusters
  Score: Raw -445749.124596 + Penalty 2785.303650 = -442963.820946
  nChanged 5
		SP:Iteration 44Q (75401.940000 sec): 3 clusters
  Score: Raw -445750.211808 + Penalty 2785.303650 = -442964.908158
  nChanged 3
		SP:Iteration 45Q (75402.130000 sec): 3 clusters
  Score: Raw -445750.915028 + Penalty 2785.303650 = -442965.611378
  nChanged 3
		SP:Iteration 46Q (75402.360000 sec): 3 clusters
  Score: Raw -445751.434462 + Penalty 2785.303650 = -442966.130812
  nChanged 0
		SP:Iteration 47F (75402.510000 sec): 3 clusters
  Score: Raw -445751.434462 + Penalty 2785.303650 = -442966.130812
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 4 (4417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75402.620000 sec): 2 clusters
  Score: Raw -373016.803521 + Penalty 1363.897602 = -371652.905919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75402.810000 sec): 3 clusters
  Score: Raw -370785.355443 + Penalty 2727.795204 = -368057.560239
  nChanged 1765
		SP:Iteration 1F (75402.980000 sec): 3 clusters
  Score: Raw -371868.383479 + Penalty 2727.795204 = -369140.588275
  nChanged 380
		SP:Iteration 2F (75403.150000 sec): 3 clusters
  Score: Raw -372119.384191 + Penalty 2727.795204 = -369391.588988
  nChanged 300
		SP:Iteration 3F (75403.340000 sec): 3 clusters
  Score: Raw -372319.047659 + Penalty 2727.795204 = -369591.252456
  nChanged 237
		SP:Iteration 4F (75403.510000 sec): 3 clusters
  Score: Raw -372458.453993 + Penalty 2727.795204 = -369730.658789
  nChanged 194
		SP:Iteration 5Q (75403.660000 sec): 3 clusters
  Score: Raw -372573.794168 + Penalty 2727.795204 = -369845.998964
  nChanged 167
		SP:Iteration 6Q (75403.850000 sec): 3 clusters
  Score: Raw -372655.125720 + Penalty 2727.795204 = -369927.330516
  nChanged 115
		SP:Iteration 7Q (75404.090000 sec): 3 clusters
  Score: Raw -372703.199841 + Penalty 2727.795204 = -369975.404637
  nChanged 91
		SP:Iteration 8Q (75404.320000 sec): 3 clusters
  Score: Raw -372741.074775 + Penalty 2727.795204 = -370013.279571
  nChanged 82
		SP:Iteration 9Q (75404.540000 sec): 3 clusters
  Score: Raw -372776.356307 + Penalty 2727.795204 = -370048.561104
  nChanged 79
		SP:Iteration 10Q (75404.740000 sec): 3 clusters
  Score: Raw -372808.986479 + Penalty 2727.795204 = -370081.191276
  nChanged 78
		SP:Iteration 11Q (75404.960000 sec): 3 clusters
  Score: Raw -372838.237195 + Penalty 2727.795204 = -370110.441991
  nChanged 68
		SP:Iteration 12Q (75405.230000 sec): 3 clusters
  Score: Raw -372868.128582 + Penalty 2727.795204 = -370140.333378
  nChanged 62
		SP:Iteration 13Q (75405.450000 sec): 3 clusters
  Score: Raw -372890.707154 + Penalty 2727.795204 = -370162.911951
  nChanged 55
		SP:Iteration 14Q (75405.660000 sec): 3 clusters
  Score: Raw -372912.980665 + Penalty 2727.795204 = -370185.185461
  nChanged 58
		SP:Iteration 15Q (75405.870000 sec): 3 clusters
  Score: Raw -372934.509761 + Penalty 2727.795204 = -370206.714558
  nChanged 54
		SP:Iteration 16Q (75406.100000 sec): 3 clusters
  Score: Raw -372952.928658 + Penalty 2727.795204 = -370225.133454
  nChanged 51
		SP:Iteration 17Q (75406.270000 sec): 3 clusters
  Score: Raw -372972.023515 + Penalty 2727.795204 = -370244.228311
  nChanged 59
		SP:Iteration 18Q (75406.530000 sec): 3 clusters
  Score: Raw -372996.109389 + Penalty 2727.795204 = -370268.314185
  nChanged 51
		SP:Iteration 19Q (75406.780000 sec): 3 clusters
  Score: Raw -373018.608162 + Penalty 2727.795204 = -370290.812959
  nChanged 57
		SP:Iteration 20F (75406.980000 sec): 3 clusters
  Score: Raw -373043.896396 + Penalty 2727.795204 = -370316.101193
  nChanged 45
		SP:Iteration 21Q (75407.220000 sec): 3 clusters
  Score: Raw -373065.690911 + Penalty 2727.795204 = -370337.895708
  nChanged 50
		SP:Iteration 22Q (75407.410000 sec): 3 clusters
  Score: Raw -373088.135940 + Penalty 2727.795204 = -370360.340736
  nChanged 47
		SP:Iteration 23Q (75407.680000 sec): 3 clusters
  Score: Raw -373109.906854 + Penalty 2727.795204 = -370382.111650
  nChanged 53
		SP:Iteration 24Q (75407.880000 sec): 3 clusters
  Score: Raw -373137.411386 + Penalty 2727.795204 = -370409.616182
  nChanged 54
		SP:Iteration 25Q (75408.100000 sec): 3 clusters
  Score: Raw -373163.103316 + Penalty 2727.795204 = -370435.308113
  nChanged 45
		SP:Iteration 26Q (75408.300000 sec): 3 clusters
  Score: Raw -373183.680053 + Penalty 2727.795204 = -370455.884850
  nChanged 41
		SP:Iteration 27Q (75408.530000 sec): 3 clusters
  Score: Raw -373201.612532 + Penalty 2727.795204 = -370473.817328
  nChanged 30
		SP:Iteration 28Q (75408.690000 sec): 3 clusters
  Score: Raw -373218.411513 + Penalty 2727.795204 = -370490.616309
  nChanged 36
		SP:Iteration 29Q (75408.900000 sec): 3 clusters
  Score: Raw -373239.178634 + Penalty 2727.795204 = -370511.383430
  nChanged 31
		SP:Iteration 30Q (75409.160000 sec): 3 clusters
  Score: Raw -373260.432805 + Penalty 2727.795204 = -370532.637601
  nChanged 31
		SP:Iteration 31Q (75409.400000 sec): 3 clusters
  Score: Raw -373281.365224 + Penalty 2727.795204 = -370553.570020
  nChanged 23
		SP:Iteration 32Q (75409.600000 sec): 3 clusters
  Score: Raw -373294.839913 + Penalty 2727.795204 = -370567.044710
  nChanged 25
		SP:Iteration 33Q (75409.750000 sec): 3 clusters
  Score: Raw -373310.334415 + Penalty 2727.795204 = -370582.539211
  nChanged 17
		SP:Iteration 34Q (75409.900000 sec): 3 clusters
  Score: Raw -373319.848757 + Penalty 2727.795204 = -370592.053554
  nChanged 10
		SP:Iteration 35Q (75410.060000 sec): 3 clusters
  Score: Raw -373328.189364 + Penalty 2727.795204 = -370600.394160
  nChanged 13
		SP:Iteration 36Q (75410.230000 sec): 3 clusters
  Score: Raw -373334.339709 + Penalty 2727.795204 = -370606.544505
  nChanged 10
		SP:Iteration 37Q (75410.390000 sec): 3 clusters
  Score: Raw -373338.374329 + Penalty 2727.795204 = -370610.579125
  nChanged 9
		SP:Iteration 38Q (75410.550000 sec): 3 clusters
  Score: Raw -373343.097164 + Penalty 2727.795204 = -370615.301960
  nChanged 7
		SP:Iteration 39Q (75410.740000 sec): 3 clusters
  Score: Raw -373346.423658 + Penalty 2727.795204 = -370618.628454
  nChanged 4
		SP:Iteration 40F (75410.890000 sec): 3 clusters
  Score: Raw -373349.118095 + Penalty 2727.795204 = -370621.322891
  nChanged 7
		SP:Iteration 41Q (75411.020000 sec): 3 clusters
  Score: Raw -373352.870092 + Penalty 2727.795204 = -370625.074888
  nChanged 9
		SP:Iteration 42Q (75411.180000 sec): 3 clusters
  Score: Raw -373358.452942 + Penalty 2727.795204 = -370630.657738
  nChanged 11
		SP:Iteration 43Q (75411.340000 sec): 3 clusters
  Score: Raw -373363.088375 + Penalty 2727.795204 = -370635.293171
  nChanged 6
		SP:Iteration 44Q (75411.490000 sec): 3 clusters
  Score: Raw -373365.500430 + Penalty 2727.795204 = -370637.705226
  nChanged 6
		SP:Iteration 45Q (75411.650000 sec): 3 clusters
  Score: Raw -373368.247920 + Penalty 2727.795204 = -370640.452716
  nChanged 6
		SP:Iteration 46Q (75411.810000 sec): 3 clusters
  Score: Raw -373370.756085 + Penalty 2727.795204 = -370642.960881
  nChanged 2
		SP:Iteration 47Q (75411.970000 sec): 3 clusters
  Score: Raw -373371.917790 + Penalty 2727.795204 = -370644.122587
  nChanged 2
		SP:Iteration 48Q (75412.130000 sec): 3 clusters
  Score: Raw -373373.611417 + Penalty 2727.795204 = -370645.816214
  nChanged 1
		SP:Iteration 49Q (75412.290000 sec): 3 clusters
  Score: Raw -373374.090257 + Penalty 2727.795204 = -370646.295054
  nChanged 0
		SP:Iteration 50F (75412.450000 sec): 3 clusters
  Score: Raw -373374.090257 + Penalty 2727.795204 = -370646.295054
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 5 (6844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75412.560000 sec): 2 clusters
  Score: Raw -566321.139376 + Penalty 1435.058241 = -564886.081135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75412.740000 sec): 3 clusters
  Score: Raw -562627.469947 + Penalty 2870.116481 = -559757.353465
  nChanged 2863
		SP:Iteration 1F (75412.920000 sec): 3 clusters
  Score: Raw -564135.569490 + Penalty 2870.116481 = -561265.453008
  nChanged 450
		SP:Iteration 2F (75413.100000 sec): 3 clusters
  Score: Raw -564350.300256 + Penalty 2870.116481 = -561480.183775
  nChanged 389
		SP:Iteration 3F (75413.280000 sec): 3 clusters
  Score: Raw -564529.483593 + Penalty 2870.116481 = -561659.367112
  nChanged 296
		SP:Iteration 4Q (75413.470000 sec): 3 clusters
  Score: Raw -564659.772875 + Penalty 2870.116481 = -561789.656393
  nChanged 256
		SP:Iteration 5Q (75413.730000 sec): 3 clusters
  Score: Raw -564771.938536 + Penalty 2870.116481 = -561901.822055
  nChanged 247
		SP:Iteration 6Q (75413.880000 sec): 3 clusters
  Score: Raw -564886.719756 + Penalty 2870.116481 = -562016.603275
  nChanged 240
		SP:Iteration 7Q (75414.060000 sec): 3 clusters
  Score: Raw -564995.205528 + Penalty 2870.116481 = -562125.089047
  nChanged 205
		SP:Iteration 8Q (75414.250000 sec): 3 clusters
  Score: Raw -565086.682331 + Penalty 2870.116481 = -562216.565849
  nChanged 202
		SP:Iteration 9Q (75414.420000 sec): 3 clusters
  Score: Raw -565164.060804 + Penalty 2870.116481 = -562293.944322
  nChanged 173
		SP:Iteration 10Q (75414.590000 sec): 3 clusters
  Score: Raw -565226.354532 + Penalty 2870.116481 = -562356.238051
  nChanged 144
		SP:Iteration 11Q (75414.780000 sec): 3 clusters
  Score: Raw -565268.794791 + Penalty 2870.116481 = -562398.678310
  nChanged 127
		SP:Iteration 12Q (75414.960000 sec): 3 clusters
  Score: Raw -565304.427837 + Penalty 2870.116481 = -562434.311356
  nChanged 97
		SP:Iteration 13Q (75415.140000 sec): 3 clusters
  Score: Raw -565332.474631 + Penalty 2870.116481 = -562462.358150
  nChanged 82
		SP:Iteration 14Q (75415.320000 sec): 3 clusters
  Score: Raw -565354.618399 + Penalty 2870.116481 = -562484.501918
  nChanged 83
		SP:Iteration 15Q (75415.500000 sec): 3 clusters
  Score: Raw -565381.282369 + Penalty 2870.116481 = -562511.165888
  nChanged 70
		SP:Iteration 16Q (75415.680000 sec): 3 clusters
  Score: Raw -565396.918951 + Penalty 2870.116481 = -562526.802470
  nChanged 62
		SP:Iteration 17Q (75415.860000 sec): 3 clusters
  Score: Raw -565410.650594 + Penalty 2870.116481 = -562540.534112
  nChanged 56
		SP:Iteration 18Q (75416.050000 sec): 3 clusters
  Score: Raw -565423.107613 + Penalty 2870.116481 = -562552.991132
  nChanged 49
		SP:Iteration 19Q (75416.230000 sec): 3 clusters
  Score: Raw -565433.341104 + Penalty 2870.116481 = -562563.224622
  nChanged 50
		SP:Iteration 20F (75416.400000 sec): 3 clusters
  Score: Raw -565445.069271 + Penalty 2870.116481 = -562574.952789
  nChanged 60
		SP:Iteration 21Q (75416.580000 sec): 3 clusters
  Score: Raw -565460.079914 + Penalty 2870.116481 = -562589.963433
  nChanged 58
		SP:Iteration 22Q (75416.760000 sec): 3 clusters
  Score: Raw -565472.312631 + Penalty 2870.116481 = -562602.196149
  nChanged 51
		SP:Iteration 23Q (75416.940000 sec): 3 clusters
  Score: Raw -565484.839877 + Penalty 2870.116481 = -562614.723396
  nChanged 55
		SP:Iteration 24Q (75417.200000 sec): 3 clusters
  Score: Raw -565497.163454 + Penalty 2870.116481 = -562627.046973
  nChanged 52
		SP:Iteration 25Q (75417.330000 sec): 3 clusters
  Score: Raw -565507.978071 + Penalty 2870.116481 = -562637.861589
  nChanged 42
		SP:Iteration 26Q (75417.500000 sec): 3 clusters
  Score: Raw -565518.140781 + Penalty 2870.116481 = -562648.024300
  nChanged 69
		SP:Iteration 27Q (75417.660000 sec): 3 clusters
  Score: Raw -565537.655764 + Penalty 2870.116481 = -562667.539283
  nChanged 76
		SP:Iteration 28Q (75417.850000 sec): 3 clusters
  Score: Raw -565560.364049 + Penalty 2870.116481 = -562690.247567
  nChanged 85
		SP:Iteration 29Q (75418.030000 sec): 3 clusters
  Score: Raw -565586.013274 + Penalty 2870.116481 = -562715.896793
  nChanged 101
		SP:Iteration 30Q (75418.210000 sec): 3 clusters
  Score: Raw -565618.150509 + Penalty 2870.116481 = -562748.034027
  nChanged 94
		SP:Iteration 31Q (75418.390000 sec): 3 clusters
  Score: Raw -565650.944672 + Penalty 2870.116481 = -562780.828191
  nChanged 122
		SP:Iteration 32Q (75418.570000 sec): 3 clusters
  Score: Raw -565697.694397 + Penalty 2870.116481 = -562827.577916
  nChanged 123
		SP:Iteration 33Q (75418.760000 sec): 3 clusters
  Score: Raw -565746.480992 + Penalty 2870.116481 = -562876.364510
  nChanged 114
		SP:Iteration 34Q (75418.940000 sec): 3 clusters
  Score: Raw -565787.119923 + Penalty 2870.116481 = -562917.003442
  nChanged 93
		SP:Iteration 35Q (75419.120000 sec): 3 clusters
  Score: Raw -565818.560811 + Penalty 2870.116481 = -562948.444330
  nChanged 97
		SP:Iteration 36Q (75419.290000 sec): 3 clusters
  Score: Raw -565849.862175 + Penalty 2870.116481 = -562979.745694
  nChanged 98
		SP:Iteration 37Q (75419.460000 sec): 3 clusters
  Score: Raw -565880.810674 + Penalty 2870.116481 = -563010.694192
  nChanged 76
		SP:Iteration 38Q (75419.640000 sec): 3 clusters
  Score: Raw -565901.469579 + Penalty 2870.116481 = -563031.353098
  nChanged 57
		SP:Iteration 39Q (75419.810000 sec): 3 clusters
  Score: Raw -565916.947061 + Penalty 2870.116481 = -563046.830580
  nChanged 58
		SP:Iteration 40F (75419.980000 sec): 3 clusters
  Score: Raw -565932.546145 + Penalty 2870.116481 = -563062.429664
  nChanged 44
		SP:Iteration 41Q (75420.150000 sec): 3 clusters
  Score: Raw -565943.683211 + Penalty 2870.116481 = -563073.566730
  nChanged 42
		SP:Iteration 42Q (75420.320000 sec): 3 clusters
  Score: Raw -565953.521841 + Penalty 2870.116481 = -563083.405359
  nChanged 30
		SP:Iteration 43Q (75420.510000 sec): 3 clusters
  Score: Raw -565959.696602 + Penalty 2870.116481 = -563089.580121
  nChanged 27
		SP:Iteration 44Q (75420.690000 sec): 3 clusters
  Score: Raw -565964.810775 + Penalty 2870.116481 = -563094.694294
  nChanged 18
		SP:Iteration 45Q (75420.870000 sec): 3 clusters
  Score: Raw -565968.854377 + Penalty 2870.116481 = -563098.737895
  nChanged 17
		SP:Iteration 46Q (75421.050000 sec): 3 clusters
  Score: Raw -565972.691928 + Penalty 2870.116481 = -563102.575447
  nChanged 24
		SP:Iteration 47Q (75421.230000 sec): 3 clusters
  Score: Raw -565977.963299 + Penalty 2870.116481 = -563107.846818
  nChanged 26
		SP:Iteration 48Q (75421.420000 sec): 3 clusters
  Score: Raw -565983.566195 + Penalty 2870.116481 = -563113.449714
  nChanged 33
		SP:Iteration 49Q (75421.590000 sec): 3 clusters
  Score: Raw -565992.199608 + Penalty 2870.116481 = -563122.083127
  nChanged 36
		SP:Iteration 50Q (75421.750000 sec): 3 clusters
  Score: Raw -566001.001989 + Penalty 2870.116481 = -563130.885507
  nChanged 40
		SP:Iteration 51Q (75421.930000 sec): 3 clusters
  Score: Raw -566010.081844 + Penalty 2870.116481 = -563139.965363
  nChanged 29
		SP:Iteration 52Q (75422.120000 sec): 3 clusters
  Score: Raw -566016.554860 + Penalty 2870.116481 = -563146.438378
  nChanged 20
		SP:Iteration 53Q (75422.390000 sec): 3 clusters
  Score: Raw -566020.755170 + Penalty 2870.116481 = -563150.638689
  nChanged 24
		SP:Iteration 54Q (75422.550000 sec): 3 clusters
  Score: Raw -566026.753861 + Penalty 2870.116481 = -563156.637380
  nChanged 22
		SP:Iteration 55Q (75422.730000 sec): 3 clusters
  Score: Raw -566032.005581 + Penalty 2870.116481 = -563161.889099
  nChanged 27
		SP:Iteration 56Q (75422.960000 sec): 3 clusters
  Score: Raw -566038.462164 + Penalty 2870.116481 = -563168.345682
  nChanged 21
		SP:Iteration 57Q (75423.140000 sec): 3 clusters
  Score: Raw -566042.764069 + Penalty 2870.116481 = -563172.647587
  nChanged 20
		SP:Iteration 58Q (75423.330000 sec): 3 clusters
  Score: Raw -566048.944362 + Penalty 2870.116481 = -563178.827881
  nChanged 26
		SP:Iteration 59Q (75423.530000 sec): 3 clusters
  Score: Raw -566055.849875 + Penalty 2870.116481 = -563185.733393
  nChanged 20
		SP:Iteration 60F (75423.700000 sec): 3 clusters
  Score: Raw -566060.339401 + Penalty 2870.116481 = -563190.222920
  nChanged 12
		SP:Iteration 61Q (75423.870000 sec): 3 clusters
  Score: Raw -566062.930600 + Penalty 2870.116481 = -563192.814118
  nChanged 13
		SP:Iteration 62Q (75424.060000 sec): 3 clusters
  Score: Raw -566066.202637 + Penalty 2870.116481 = -563196.086156
  nChanged 15
		SP:Iteration 63Q (75424.290000 sec): 3 clusters
  Score: Raw -566070.896662 + Penalty 2870.116481 = -563200.780181
  nChanged 32
		SP:Iteration 64Q (75424.430000 sec): 3 clusters
  Score: Raw -566080.517907 + Penalty 2870.116481 = -563210.401426
  nChanged 27
		SP:Iteration 65Q (75424.630000 sec): 3 clusters
  Score: Raw -566086.645008 + Penalty 2870.116481 = -563216.528527
  nChanged 25
		SP:Iteration 66Q (75424.850000 sec): 3 clusters
  Score: Raw -566092.894741 + Penalty 2870.116481 = -563222.778260
  nChanged 18
		SP:Iteration 67Q (75425.040000 sec): 3 clusters
  Score: Raw -566097.671682 + Penalty 2870.116481 = -563227.555201
  nChanged 27
		SP:Iteration 68Q (75425.230000 sec): 3 clusters
  Score: Raw -566108.166689 + Penalty 2870.116481 = -563238.050207
  nChanged 27
		SP:Iteration 69Q (75425.410000 sec): 3 clusters
  Score: Raw -566116.737893 + Penalty 2870.116481 = -563246.621412
  nChanged 30
		SP:Iteration 70Q (75425.590000 sec): 3 clusters
  Score: Raw -566126.532235 + Penalty 2870.116481 = -563256.415753
  nChanged 25
		SP:Iteration 71Q (75425.770000 sec): 3 clusters
  Score: Raw -566134.218732 + Penalty 2870.116481 = -563264.102251
  nChanged 20
		SP:Iteration 72Q (75425.960000 sec): 3 clusters
  Score: Raw -566139.178257 + Penalty 2870.116481 = -563269.061775
  nChanged 14
		SP:Iteration 73Q (75426.130000 sec): 3 clusters
  Score: Raw -566142.230414 + Penalty 2870.116481 = -563272.113933
  nChanged 8
		SP:Iteration 74Q (75426.350000 sec): 3 clusters
  Score: Raw -566143.529378 + Penalty 2870.116481 = -563273.412896
  nChanged 9
		SP:Iteration 75Q (75426.550000 sec): 3 clusters
  Score: Raw -566145.555132 + Penalty 2870.116481 = -563275.438651
  nChanged 5
		SP:Iteration 76Q (75426.860000 sec): 3 clusters
  Score: Raw -566146.522688 + Penalty 2870.116481 = -563276.406206
  nChanged 6
		SP:Iteration 77Q (75427.060000 sec): 3 clusters
  Score: Raw -566148.210499 + Penalty 2870.116481 = -563278.094018
  nChanged 7
		SP:Iteration 78Q (75427.310000 sec): 3 clusters
  Score: Raw -566149.705880 + Penalty 2870.116481 = -563279.589399
  nChanged 9
		SP:Iteration 79Q (75427.510000 sec): 3 clusters
  Score: Raw -566152.122461 + Penalty 2870.116481 = -563282.005980
  nChanged 4
		SP:Iteration 80F (75427.770000 sec): 3 clusters
  Score: Raw -566153.850958 + Penalty 2870.116481 = -563283.734477
  nChanged 7
		SP:Iteration 81Q (75427.950000 sec): 3 clusters
  Score: Raw -566155.966663 + Penalty 2870.116481 = -563285.850182
  nChanged 8
		SP:Iteration 82Q (75428.250000 sec): 3 clusters
  Score: Raw -566158.018011 + Penalty 2870.116481 = -563287.901529
  nChanged 7
		SP:Iteration 83Q (75428.420000 sec): 3 clusters
  Score: Raw -566159.200351 + Penalty 2870.116481 = -563289.083870
  nChanged 7
		SP:Iteration 84Q (75428.620000 sec): 3 clusters
  Score: Raw -566160.598604 + Penalty 2870.116481 = -563290.482122
  nChanged 4
		SP:Iteration 85Q (75428.850000 sec): 3 clusters
  Score: Raw -566161.569731 + Penalty 2870.116481 = -563291.453250
  nChanged 7
		SP:Iteration 86Q (75429.060000 sec): 3 clusters
  Score: Raw -566163.152177 + Penalty 2870.116481 = -563293.035696
  nChanged 6
		SP:Iteration 87Q (75429.290000 sec): 3 clusters
  Score: Raw -566164.519858 + Penalty 2870.116481 = -563294.403377
  nChanged 4
		SP:Iteration 88Q (75429.560000 sec): 3 clusters
  Score: Raw -566165.712062 + Penalty 2870.116481 = -563295.595581
  nChanged 7
		SP:Iteration 89Q (75429.700000 sec): 3 clusters
  Score: Raw -566167.711383 + Penalty 2870.116481 = -563297.594901
  nChanged 7
		SP:Iteration 90Q (75429.910000 sec): 3 clusters
  Score: Raw -566169.525900 + Penalty 2870.116481 = -563299.409419
  nChanged 8
		SP:Iteration 91Q (75430.180000 sec): 3 clusters
  Score: Raw -566171.872542 + Penalty 2870.116481 = -563301.756061
  nChanged 11
		SP:Iteration 92Q (75430.380000 sec): 3 clusters
  Score: Raw -566174.188315 + Penalty 2870.116481 = -563304.071834
  nChanged 11
		SP:Iteration 93Q (75430.630000 sec): 3 clusters
  Score: Raw -566177.038935 + Penalty 2870.116481 = -563306.922454
  nChanged 9
		SP:Iteration 94Q (75430.860000 sec): 3 clusters
  Score: Raw -566180.568106 + Penalty 2870.116481 = -563310.451625
  nChanged 6
		SP:Iteration 95Q (75431.040000 sec): 3 clusters
  Score: Raw -566182.717476 + Penalty 2870.116481 = -563312.600995
  nChanged 7
		SP:Iteration 96Q (75431.250000 sec): 3 clusters
  Score: Raw -566184.709441 + Penalty 2870.116481 = -563314.592960
  nChanged 10
		SP:Iteration 97Q (75431.490000 sec): 3 clusters
  Score: Raw -566187.333458 + Penalty 2870.116481 = -563317.216976
  nChanged 16
		SP:Iteration 98Q (75431.730000 sec): 3 clusters
  Score: Raw -566193.737110 + Penalty 2870.116481 = -563323.620629
  nChanged 21
		SP:Iteration 99Q (75431.980000 sec): 3 clusters
  Score: Raw -566201.032194 + Penalty 2870.116481 = -563330.915712
  nChanged 21
		SP:Iteration 100F (75432.240000 sec): 3 clusters
  Score: Raw -566209.490942 + Penalty 2870.116481 = -563339.374461
  nChanged 27
		SP:Iteration 101Q (75432.510000 sec): 3 clusters
  Score: Raw -566220.433653 + Penalty 2870.116481 = -563350.317172
  nChanged 18
		SP:Iteration 102Q (75432.710000 sec): 3 clusters
  Score: Raw -566228.912913 + Penalty 2870.116481 = -563358.796431
  nChanged 16
		SP:Iteration 103Q (75432.970000 sec): 3 clusters
  Score: Raw -566233.698119 + Penalty 2870.116481 = -563363.581637
  nChanged 18
		SP:Iteration 104Q (75433.170000 sec): 3 clusters
  Score: Raw -566240.813899 + Penalty 2870.116481 = -563370.697418
  nChanged 23
		SP:Iteration 105Q (75433.390000 sec): 3 clusters
  Score: Raw -566247.892185 + Penalty 2870.116481 = -563377.775704
  nChanged 24
		SP:Iteration 106Q (75433.650000 sec): 3 clusters
  Score: Raw -566255.853092 + Penalty 2870.116481 = -563385.736610
  nChanged 19
		SP:Iteration 107Q (75433.840000 sec): 3 clusters
  Score: Raw -566261.398896 + Penalty 2870.116481 = -563391.282414
  nChanged 13
		SP:Iteration 108Q (75434.110000 sec): 3 clusters
  Score: Raw -566264.558083 + Penalty 2870.116481 = -563394.441602
  nChanged 10
		SP:Iteration 109Q (75434.320000 sec): 3 clusters
  Score: Raw -566269.035818 + Penalty 2870.116481 = -563398.919337
  nChanged 10
		SP:Iteration 110Q (75434.530000 sec): 3 clusters
  Score: Raw -566271.672727 + Penalty 2870.116481 = -563401.556246
  nChanged 8
		SP:Iteration 111Q (75434.690000 sec): 3 clusters
  Score: Raw -566275.000889 + Penalty 2870.116481 = -563404.884407
  nChanged 9
		SP:Iteration 112Q (75434.920000 sec): 3 clusters
  Score: Raw -566278.788003 + Penalty 2870.116481 = -563408.671522
  nChanged 8
		SP:Iteration 113Q (75435.110000 sec): 3 clusters
  Score: Raw -566281.942868 + Penalty 2870.116481 = -563411.826386
  nChanged 13
		SP:Iteration 114Q (75435.330000 sec): 3 clusters
  Score: Raw -566286.680975 + Penalty 2870.116481 = -563416.564494
  nChanged 18
		SP:Iteration 115Q (75435.500000 sec): 3 clusters
  Score: Raw -566293.673039 + Penalty 2870.116481 = -563423.556557
  nChanged 11
		SP:Iteration 116Q (75435.730000 sec): 3 clusters
  Score: Raw -566297.963097 + Penalty 2870.116481 = -563427.846616
  nChanged 7
		SP:Iteration 117Q (75435.910000 sec): 3 clusters
  Score: Raw -566300.550596 + Penalty 2870.116481 = -563430.434114
  nChanged 9
		SP:Iteration 118Q (75436.110000 sec): 3 clusters
  Score: Raw -566305.764384 + Penalty 2870.116481 = -563435.647903
  nChanged 21
		SP:Iteration 119Q (75436.360000 sec): 3 clusters
  Score: Raw -566313.918321 + Penalty 2870.116481 = -563443.801839
  nChanged 15
		SP:Iteration 120F (75436.600000 sec): 3 clusters
  Score: Raw -566319.894239 + Penalty 2870.116481 = -563449.777758
  nChanged 14
		SP:Iteration 121Q (75436.820000 sec): 3 clusters
  Score: Raw -566325.511698 + Penalty 2870.116481 = -563455.395217
  nChanged 14
		SP:Iteration 122Q (75437.020000 sec): 3 clusters
  Score: Raw -566331.055662 + Penalty 2870.116481 = -563460.939180
  nChanged 13
		SP:Iteration 123Q (75437.230000 sec): 3 clusters
  Score: Raw -566335.863984 + Penalty 2870.116481 = -563465.747502
  nChanged 18
		SP:Iteration 124Q (75437.380000 sec): 3 clusters
  Score: Raw -566343.990911 + Penalty 2870.116481 = -563473.874429
  nChanged 16
		SP:Iteration 125Q (75437.600000 sec): 3 clusters
  Score: Raw -566350.065621 + Penalty 2870.116481 = -563479.949140
  nChanged 12
		SP:Iteration 126Q (75437.840000 sec): 3 clusters
  Score: Raw -566355.893530 + Penalty 2870.116481 = -563485.777048
  nChanged 10
		SP:Iteration 127Q (75438.080000 sec): 3 clusters
  Score: Raw -566360.642105 + Penalty 2870.116481 = -563490.525624
  nChanged 9
		SP:Iteration 128Q (75438.270000 sec): 3 clusters
  Score: Raw -566365.763734 + Penalty 2870.116481 = -563495.647253
  nChanged 12
		SP:Iteration 129Q (75438.510000 sec): 3 clusters
  Score: Raw -566370.111480 + Penalty 2870.116481 = -563499.994999
  nChanged 12
		SP:Iteration 130Q (75438.700000 sec): 3 clusters
  Score: Raw -566374.988868 + Penalty 2870.116481 = -563504.872387
  nChanged 11
		SP:Iteration 131Q (75438.920000 sec): 3 clusters
  Score: Raw -566379.450045 + Penalty 2870.116481 = -563509.333564
  nChanged 7
		SP:Iteration 132Q (75439.070000 sec): 3 clusters
  Score: Raw -566382.193191 + Penalty 2870.116481 = -563512.076709
  nChanged 6
		SP:Iteration 133Q (75439.230000 sec): 3 clusters
  Score: Raw -566386.139596 + Penalty 2870.116481 = -563516.023115
  nChanged 8
		SP:Iteration 134Q (75439.460000 sec): 3 clusters
  Score: Raw -566390.874473 + Penalty 2870.116481 = -563520.757991
  nChanged 7
		SP:Iteration 135Q (75439.630000 sec): 3 clusters
  Score: Raw -566393.297850 + Penalty 2870.116481 = -563523.181369
  nChanged 4
		SP:Iteration 136Q (75439.860000 sec): 3 clusters
  Score: Raw -566394.851978 + Penalty 2870.116481 = -563524.735496
  nChanged 4
		SP:Iteration 137Q (75439.990000 sec): 3 clusters
  Score: Raw -566396.932580 + Penalty 2870.116481 = -563526.816099
  nChanged 8
		SP:Iteration 138Q (75440.180000 sec): 3 clusters
  Score: Raw -566400.668869 + Penalty 2870.116481 = -563530.552388
  nChanged 10
		SP:Iteration 139Q (75440.380000 sec): 3 clusters
  Score: Raw -566405.815533 + Penalty 2870.116481 = -563535.699052
  nChanged 8
		SP:Iteration 140F (75440.610000 sec): 3 clusters
  Score: Raw -566409.893439 + Penalty 2870.116481 = -563539.776958
  nChanged 12
		SP:Iteration 141Q (75440.770000 sec): 3 clusters
  Score: Raw -566415.774442 + Penalty 2870.116481 = -563545.657961
  nChanged 11
		SP:Iteration 142Q (75440.950000 sec): 3 clusters
  Score: Raw -566421.232659 + Penalty 2870.116481 = -563551.116178
  nChanged 9
		SP:Iteration 143Q (75441.180000 sec): 3 clusters
  Score: Raw -566425.249308 + Penalty 2870.116481 = -563555.132826
  nChanged 10
		SP:Iteration 144Q (75441.380000 sec): 3 clusters
  Score: Raw -566430.061722 + Penalty 2870.116481 = -563559.945241
  nChanged 8
		SP:Iteration 145Q (75441.580000 sec): 3 clusters
  Score: Raw -566433.546786 + Penalty 2870.116481 = -563563.430304
  nChanged 7
		SP:Iteration 146Q (75441.740000 sec): 3 clusters
  Score: Raw -566438.253831 + Penalty 2870.116481 = -563568.137350
  nChanged 7
		SP:Iteration 147Q (75441.930000 sec): 3 clusters
  Score: Raw -566442.104810 + Penalty 2870.116481 = -563571.988328
  nChanged 9
		SP:Iteration 148Q (75442.120000 sec): 3 clusters
  Score: Raw -566446.479826 + Penalty 2870.116481 = -563576.363344
  nChanged 9
		SP:Iteration 149Q (75442.280000 sec): 3 clusters
  Score: Raw -566449.761125 + Penalty 2870.116481 = -563579.644644
  nChanged 8
		SP:Iteration 150Q (75442.600000 sec): 3 clusters
  Score: Raw -566451.662225 + Penalty 2870.116481 = -563581.545744
  nChanged 2
		SP:Iteration 151Q (75442.810000 sec): 3 clusters
  Score: Raw -566452.510557 + Penalty 2870.116481 = -563582.394076
  nChanged 1
		SP:Iteration 152Q (75443.060000 sec): 3 clusters
  Score: Raw -566452.837489 + Penalty 2870.116481 = -563582.721007
  nChanged 1
		SP:Iteration 153Q (75443.250000 sec): 3 clusters
  Score: Raw -566453.183138 + Penalty 2870.116481 = -563583.066657
  nChanged 1
		SP:Iteration 154Q (75443.530000 sec): 3 clusters
  Score: Raw -566453.493255 + Penalty 2870.116481 = -563583.376774
  nChanged 2
		SP:Iteration 155Q (75443.830000 sec): 3 clusters
  Score: Raw -566454.844606 + Penalty 2870.116481 = -563584.728124
  nChanged 2
		SP:Iteration 156Q (75444.040000 sec): 3 clusters
  Score: Raw -566455.861905 + Penalty 2870.116481 = -563585.745424
  nChanged 2
		SP:Iteration 157Q (75444.160000 sec): 3 clusters
  Score: Raw -566456.380745 + Penalty 2870.116481 = -563586.264264
  nChanged 1
		SP:Iteration 158Q (75444.330000 sec): 3 clusters
  Score: Raw -566457.144789 + Penalty 2870.116481 = -563587.028308
  nChanged 3
		SP:Iteration 159Q (75444.510000 sec): 3 clusters
  Score: Raw -566458.085715 + Penalty 2870.116481 = -563587.969234
  nChanged 4
		SP:Iteration 160F (75444.760000 sec): 3 clusters
  Score: Raw -566459.130284 + Penalty 2870.116481 = -563589.013803
  nChanged 1
		SP:Iteration 161Q (75444.980000 sec): 3 clusters
  Score: Raw -566459.334316 + Penalty 2870.116481 = -563589.217835
  nChanged 0
		SP:Iteration 162F (75445.180000 sec): 3 clusters
  Score: Raw -566459.334316 + Penalty 2870.116481 = -563589.217835
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 6 (3745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75445.300000 sec): 2 clusters
  Score: Raw -330360.806265 + Penalty 1337.078746 = -329023.727520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75445.500000 sec): 3 clusters
  Score: Raw -328578.739559 + Penalty 2674.157491 = -325904.582067
  nChanged 1472
		SP:Iteration 1F (75445.690000 sec): 3 clusters
  Score: Raw -329436.778163 + Penalty 2674.157491 = -326762.620672
  nChanged 275
		SP:Iteration 2F (75445.890000 sec): 3 clusters
  Score: Raw -329608.786989 + Penalty 2674.157491 = -326934.629498
  nChanged 214
		SP:Iteration 3F (75446.120000 sec): 3 clusters
  Score: Raw -329748.921636 + Penalty 2674.157491 = -327074.764145
  nChanged 162
		SP:Iteration 4Q (75446.260000 sec): 3 clusters
  Score: Raw -329870.334635 + Penalty 2674.157491 = -327196.177144
  nChanged 136
		SP:Iteration 5Q (75446.460000 sec): 3 clusters
  Score: Raw -329968.230972 + Penalty 2674.157491 = -327294.073480
  nChanged 121
		SP:Iteration 6Q (75446.620000 sec): 3 clusters
  Score: Raw -330052.509946 + Penalty 2674.157491 = -327378.352455
  nChanged 102
		SP:Iteration 7Q (75446.800000 sec): 3 clusters
  Score: Raw -330116.999790 + Penalty 2674.157491 = -327442.842299
  nChanged 81
		SP:Iteration 8Q (75446.950000 sec): 3 clusters
  Score: Raw -330163.064341 + Penalty 2674.157491 = -327488.906850
  nChanged 64
		SP:Iteration 9Q (75447.060000 sec): 3 clusters
  Score: Raw -330196.195628 + Penalty 2674.157491 = -327522.038137
  nChanged 59
		SP:Iteration 10Q (75447.200000 sec): 3 clusters
  Score: Raw -330225.524349 + Penalty 2674.157491 = -327551.366858
  nChanged 53
		SP:Iteration 11Q (75447.390000 sec): 3 clusters
  Score: Raw -330257.937610 + Penalty 2674.157491 = -327583.780119
  nChanged 53
		SP:Iteration 12Q (75447.540000 sec): 3 clusters
  Score: Raw -330294.207955 + Penalty 2674.157491 = -327620.050464
  nChanged 59
		SP:Iteration 13Q (75447.640000 sec): 3 clusters
  Score: Raw -330332.838795 + Penalty 2674.157491 = -327658.681303
  nChanged 68
		SP:Iteration 14Q (75447.800000 sec): 3 clusters
  Score: Raw -330376.720736 + Penalty 2674.157491 = -327702.563245
  nChanged 63
		SP:Iteration 15Q (75447.980000 sec): 3 clusters
  Score: Raw -330418.133902 + Penalty 2674.157491 = -327743.976411
  nChanged 58
		SP:Iteration 16Q (75448.080000 sec): 3 clusters
  Score: Raw -330455.215283 + Penalty 2674.157491 = -327781.057792
  nChanged 43
		SP:Iteration 17Q (75448.240000 sec): 3 clusters
  Score: Raw -330479.464107 + Penalty 2674.157491 = -327805.306616
  nChanged 46
		SP:Iteration 18Q (75448.380000 sec): 3 clusters
  Score: Raw -330503.512495 + Penalty 2674.157491 = -327829.355004
  nChanged 37
		SP:Iteration 19Q (75448.530000 sec): 3 clusters
  Score: Raw -330525.173537 + Penalty 2674.157491 = -327851.016046
  nChanged 41
		SP:Iteration 20F (75448.690000 sec): 3 clusters
  Score: Raw -330546.414963 + Penalty 2674.157491 = -327872.257472
  nChanged 36
		SP:Iteration 21Q (75448.840000 sec): 3 clusters
  Score: Raw -330564.543920 + Penalty 2674.157491 = -327890.386429
  nChanged 36
		SP:Iteration 22Q (75448.980000 sec): 3 clusters
  Score: Raw -330584.148720 + Penalty 2674.157491 = -327909.991229
  nChanged 34
		SP:Iteration 23Q (75449.160000 sec): 3 clusters
  Score: Raw -330598.489907 + Penalty 2674.157491 = -327924.332416
  nChanged 21
		SP:Iteration 24Q (75449.320000 sec): 3 clusters
  Score: Raw -330606.517284 + Penalty 2674.157491 = -327932.359792
  nChanged 18
		SP:Iteration 25Q (75449.480000 sec): 3 clusters
  Score: Raw -330612.516934 + Penalty 2674.157491 = -327938.359442
  nChanged 13
		SP:Iteration 26Q (75449.610000 sec): 3 clusters
  Score: Raw -330617.401376 + Penalty 2674.157491 = -327943.243885
  nChanged 7
		SP:Iteration 27Q (75449.750000 sec): 3 clusters
  Score: Raw -330619.005665 + Penalty 2674.157491 = -327944.848174
  nChanged 2
		SP:Iteration 28Q (75449.890000 sec): 3 clusters
  Score: Raw -330619.586503 + Penalty 2674.157491 = -327945.429012
  nChanged 2
		SP:Iteration 29Q (75450.060000 sec): 3 clusters
  Score: Raw -330620.044338 + Penalty 2674.157491 = -327945.886847
  nChanged 0
		SP:Iteration 30F (75450.220000 sec): 3 clusters
  Score: Raw -330620.044338 + Penalty 2674.157491 = -327945.886847
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 7 (6823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75450.430000 sec): 2 clusters
  Score: Raw -648766.633318 + Penalty 1434.558862 = -647332.074456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75450.620000 sec): 3 clusters
  Score: Raw -645002.108201 + Penalty 2869.117724 = -642132.990476
  nChanged 2808
		SP:Iteration 1F (75450.820000 sec): 3 clusters
  Score: Raw -646481.649453 + Penalty 2869.117724 = -643612.531728
  nChanged 387
		SP:Iteration 2F (75451.030000 sec): 3 clusters
  Score: Raw -646646.536627 + Penalty 2869.117724 = -643777.418903
  nChanged 296
		SP:Iteration 3Q (75451.190000 sec): 3 clusters
  Score: Raw -646775.159988 + Penalty 2869.117724 = -643906.042264
  nChanged 269
		SP:Iteration 4Q (75451.420000 sec): 3 clusters
  Score: Raw -646884.227449 + Penalty 2869.117724 = -644015.109725
  nChanged 235
		SP:Iteration 5Q (75451.580000 sec): 3 clusters
  Score: Raw -646992.598972 + Penalty 2869.117724 = -644123.481248
  nChanged 261
		SP:Iteration 6Q (75451.820000 sec): 3 clusters
  Score: Raw -647123.395503 + Penalty 2869.117724 = -644254.277779
  nChanged 258
		SP:Iteration 7Q (75451.980000 sec): 3 clusters
  Score: Raw -647255.663640 + Penalty 2869.117724 = -644386.545915
  nChanged 285
		SP:Iteration 8Q (75452.190000 sec): 3 clusters
  Score: Raw -647425.972540 + Penalty 2869.117724 = -644556.854815
  nChanged 340
		SP:Iteration 9Q (75452.390000 sec): 3 clusters
  Score: Raw -647659.313083 + Penalty 2869.117724 = -644790.195358
  nChanged 338
		SP:Iteration 10Q (75452.610000 sec): 3 clusters
  Score: Raw -647921.336225 + Penalty 2869.117724 = -645052.218500
  nChanged 312
		SP:Iteration 11Q (75452.840000 sec): 3 clusters
  Score: Raw -648187.540739 + Penalty 2869.117724 = -645318.423015
  nChanged 269
		SP:Iteration 12Q (75453.030000 sec): 3 clusters
  Score: Raw -648416.151783 + Penalty 2869.117724 = -645547.034059
  nChanged 206
		SP:Iteration 13Q (75453.250000 sec): 3 clusters
  Score: Raw -648610.549637 + Penalty 2869.117724 = -645741.431912
  nChanged 126
		SP:Iteration 14Q (75453.510000 sec): 3 clusters
  Score: Raw -648727.853735 + Penalty 2869.117724 = -645858.736010
  nChanged 79
		SP:Iteration 15Q (75453.770000 sec): 3 clusters
  Score: Raw -648799.962631 + Penalty 2869.117724 = -645930.844907
  nChanged 39
		SP:Iteration 16Q (75453.970000 sec): 3 clusters
  Score: Raw -648838.232046 + Penalty 2869.117724 = -645969.114322
  nChanged 29
		SP:Iteration 17Q (75454.180000 sec): 3 clusters
  Score: Raw -648869.935337 + Penalty 2869.117724 = -646000.817613
  nChanged 17
		SP:Iteration 18Q (75454.430000 sec): 3 clusters
  Score: Raw -648884.072389 + Penalty 2869.117724 = -646014.954665
  nChanged 6
		SP:Iteration 19Q (75454.640000 sec): 3 clusters
  Score: Raw -648890.567350 + Penalty 2869.117724 = -646021.449626
  nChanged 10
		SP:Iteration 20F (75454.860000 sec): 3 clusters
  Score: Raw -648900.764228 + Penalty 2869.117724 = -646031.646504
  nChanged 6
		SP:Iteration 21Q (75455.050000 sec): 3 clusters
  Score: Raw -648906.312413 + Penalty 2869.117724 = -646037.194688
  nChanged 4
		SP:Iteration 22Q (75455.230000 sec): 3 clusters
  Score: Raw -648912.536863 + Penalty 2869.117724 = -646043.419139
  nChanged 6
		SP:Iteration 23Q (75455.410000 sec): 3 clusters
  Score: Raw -648919.072231 + Penalty 2869.117724 = -646049.954506
  nChanged 4
		SP:Iteration 24Q (75455.600000 sec): 3 clusters
  Score: Raw -648922.552221 + Penalty 2869.117724 = -646053.434496
  nChanged 3
		SP:Iteration 25Q (75455.830000 sec): 3 clusters
  Score: Raw -648924.690427 + Penalty 2869.117724 = -646055.572702
  nChanged 2
		SP:Iteration 26Q (75456.000000 sec): 3 clusters
  Score: Raw -648926.063008 + Penalty 2869.117724 = -646056.945284
  nChanged 1
		SP:Iteration 27Q (75456.230000 sec): 3 clusters
  Score: Raw -648928.088237 + Penalty 2869.117724 = -646058.970512
  nChanged 2
		SP:Iteration 28Q (75456.370000 sec): 3 clusters
  Score: Raw -648930.537434 + Penalty 2869.117724 = -646061.419710
  nChanged 4
		SP:Iteration 29Q (75456.570000 sec): 3 clusters
  Score: Raw -648934.607925 + Penalty 2869.117724 = -646065.490201
  nChanged 1
		SP:Iteration 30Q (75456.730000 sec): 3 clusters
  Score: Raw -648935.381572 + Penalty 2869.117724 = -646066.263848
  nChanged 3
		SP:Iteration 31Q (75456.900000 sec): 3 clusters
  Score: Raw -648938.089892 + Penalty 2869.117724 = -646068.972168
  nChanged 3
		SP:Iteration 32Q (75457.080000 sec): 3 clusters
  Score: Raw -648940.089986 + Penalty 2869.117724 = -646070.972261
  nChanged 1
		SP:Iteration 33Q (75457.240000 sec): 3 clusters
  Score: Raw -648941.240843 + Penalty 2869.117724 = -646072.123119
  nChanged 5
		SP:Iteration 34Q (75457.430000 sec): 3 clusters
  Score: Raw -648946.172048 + Penalty 2869.117724 = -646077.054323
  nChanged 5
		SP:Iteration 35Q (75457.610000 sec): 3 clusters
  Score: Raw -648952.917683 + Penalty 2869.117724 = -646083.799959
  nChanged 3
		SP:Iteration 36Q (75457.850000 sec): 3 clusters
  Score: Raw -648956.177363 + Penalty 2869.117724 = -646087.059639
  nChanged 3
		SP:Iteration 37Q (75458.100000 sec): 3 clusters
  Score: Raw -648959.447242 + Penalty 2869.117724 = -646090.329517
  nChanged 2
		SP:Iteration 38Q (75458.280000 sec): 3 clusters
  Score: Raw -648963.020619 + Penalty 2869.117724 = -646093.902894
  nChanged 2
		SP:Iteration 39Q (75458.490000 sec): 3 clusters
  Score: Raw -648965.261279 + Penalty 2869.117724 = -646096.143554
  nChanged 2
		SP:Iteration 40F (75458.710000 sec): 3 clusters
  Score: Raw -648967.714993 + Penalty 2869.117724 = -646098.597268
  nChanged 2
		SP:Iteration 41Q (75458.950000 sec): 3 clusters
  Score: Raw -648969.413525 + Penalty 2869.117724 = -646100.295800
  nChanged 1
		SP:Iteration 42Q (75459.190000 sec): 3 clusters
  Score: Raw -648969.994427 + Penalty 2869.117724 = -646100.876702
  nChanged 2
		SP:Iteration 43Q (75459.380000 sec): 3 clusters
  Score: Raw -648971.847556 + Penalty 2869.117724 = -646102.729831
  nChanged 1
		SP:Iteration 44Q (75459.570000 sec): 3 clusters
  Score: Raw -648972.822222 + Penalty 2869.117724 = -646103.704498
  nChanged 1
		SP:Iteration 45Q (75459.760000 sec): 3 clusters
  Score: Raw -648973.414609 + Penalty 2869.117724 = -646104.296885
  nChanged 0
		SP:Iteration 46F (75459.940000 sec): 3 clusters
  Score: Raw -648973.414609 + Penalty 2869.117724 = -646104.296885
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 8 (13681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75460.150000 sec): 2 clusters
  Score: Raw -1168773.970969 + Penalty 1547.611534 = -1167226.359435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75460.350000 sec): 3 clusters
  Score: Raw -1160881.732481 + Penalty 3095.223069 = -1157786.509413
  nChanged 6014
		SP:Iteration 1F (75460.600000 sec): 3 clusters
  Score: Raw -1164170.345959 + Penalty 3095.223069 = -1161075.122891
  nChanged 822
		SP:Iteration 2F (75460.840000 sec): 3 clusters
  Score: Raw -1164564.569652 + Penalty 3095.223069 = -1161469.346583
  nChanged 815
		SP:Iteration 3F (75461.080000 sec): 3 clusters
  Score: Raw -1165019.862236 + Penalty 3095.223069 = -1161924.639168
  nChanged 861
		SP:Iteration 4F (75461.330000 sec): 3 clusters
  Score: Raw -1165564.331757 + Penalty 3095.223069 = -1162469.108689
  nChanged 851
		SP:Iteration 5F (75461.530000 sec): 3 clusters
  Score: Raw -1166111.315216 + Penalty 3095.223069 = -1163016.092147
  nChanged 856
		SP:Iteration 6F (75461.750000 sec): 3 clusters
  Score: Raw -1166692.885009 + Penalty 3095.223069 = -1163597.661940
  nChanged 734
		SP:Iteration 7F (75461.970000 sec): 3 clusters
  Score: Raw -1167175.512220 + Penalty 3095.223069 = -1164080.289152
  nChanged 624
		SP:Iteration 8Q (75462.270000 sec): 3 clusters
  Score: Raw -1167579.969861 + Penalty 3095.223069 = -1164484.746793
  nChanged 539
		SP:Iteration 9Q (75462.500000 sec): 3 clusters
  Score: Raw -1167918.822953 + Penalty 3095.223069 = -1164823.599885
  nChanged 439
		SP:Iteration 10Q (75462.770000 sec): 3 clusters
  Score: Raw -1168192.497713 + Penalty 3095.223069 = -1165097.274644
  nChanged 357
		SP:Iteration 11Q (75463.050000 sec): 3 clusters
  Score: Raw -1168400.896666 + Penalty 3095.223069 = -1165305.673597
  nChanged 286
		SP:Iteration 12Q (75463.350000 sec): 3 clusters
  Score: Raw -1168567.049552 + Penalty 3095.223069 = -1165471.826484
  nChanged 216
		SP:Iteration 13Q (75463.630000 sec): 3 clusters
  Score: Raw -1168714.290872 + Penalty 3095.223069 = -1165619.067803
  nChanged 146
		SP:Iteration 14Q (75463.860000 sec): 3 clusters
  Score: Raw -1168802.278169 + Penalty 3095.223069 = -1165707.055101
  nChanged 104
		SP:Iteration 15Q (75464.200000 sec): 3 clusters
  Score: Raw -1168857.796011 + Penalty 3095.223069 = -1165762.572942
  nChanged 83
		SP:Iteration 16Q (75464.450000 sec): 3 clusters
  Score: Raw -1168905.091784 + Penalty 3095.223069 = -1165809.868715
  nChanged 66
		SP:Iteration 17Q (75464.700000 sec): 3 clusters
  Score: Raw -1168941.532647 + Penalty 3095.223069 = -1165846.309578
  nChanged 43
		SP:Iteration 18Q (75464.960000 sec): 3 clusters
  Score: Raw -1168963.183918 + Penalty 3095.223069 = -1165867.960849
  nChanged 43
		SP:Iteration 19Q (75465.150000 sec): 3 clusters
  Score: Raw -1168984.239951 + Penalty 3095.223069 = -1165889.016883
  nChanged 33
		SP:Iteration 20F (75465.330000 sec): 3 clusters
  Score: Raw -1169003.069178 + Penalty 3095.223069 = -1165907.846110
  nChanged 26
		SP:Iteration 21Q (75465.600000 sec): 3 clusters
  Score: Raw -1169015.934575 + Penalty 3095.223069 = -1165920.711507
  nChanged 17
		SP:Iteration 22Q (75465.820000 sec): 3 clusters
  Score: Raw -1169022.596019 + Penalty 3095.223069 = -1165927.372950
  nChanged 12
		SP:Iteration 23Q (75466.070000 sec): 3 clusters
  Score: Raw -1169028.432284 + Penalty 3095.223069 = -1165933.209216
  nChanged 14
		SP:Iteration 24Q (75466.340000 sec): 3 clusters
  Score: Raw -1169033.814442 + Penalty 3095.223069 = -1165938.591373
  nChanged 10
		SP:Iteration 25Q (75466.620000 sec): 3 clusters
  Score: Raw -1169039.183434 + Penalty 3095.223069 = -1165943.960365
  nChanged 10
		SP:Iteration 26Q (75466.910000 sec): 3 clusters
  Score: Raw -1169043.672814 + Penalty 3095.223069 = -1165948.449746
  nChanged 5
		SP:Iteration 27Q (75467.200000 sec): 3 clusters
  Score: Raw -1169046.065736 + Penalty 3095.223069 = -1165950.842668
  nChanged 5
		SP:Iteration 28Q (75467.490000 sec): 3 clusters
  Score: Raw -1169047.472344 + Penalty 3095.223069 = -1165952.249275
  nChanged 3
		SP:Iteration 29Q (75467.730000 sec): 3 clusters
  Score: Raw -1169049.825798 + Penalty 3095.223069 = -1165954.602729
  nChanged 7
		SP:Iteration 30Q (75468.000000 sec): 3 clusters
  Score: Raw -1169054.451081 + Penalty 3095.223069 = -1165959.228013
  nChanged 7
		SP:Iteration 31Q (75468.200000 sec): 3 clusters
  Score: Raw -1169058.287169 + Penalty 3095.223069 = -1165963.064100
  nChanged 6
		SP:Iteration 32Q (75468.420000 sec): 3 clusters
  Score: Raw -1169061.902282 + Penalty 3095.223069 = -1165966.679213
  nChanged 10
		SP:Iteration 33Q (75468.640000 sec): 3 clusters
  Score: Raw -1169067.563427 + Penalty 3095.223069 = -1165972.340358
  nChanged 6
		SP:Iteration 34Q (75468.960000 sec): 3 clusters
  Score: Raw -1169071.199196 + Penalty 3095.223069 = -1165975.976127
  nChanged 8
		SP:Iteration 35Q (75469.220000 sec): 3 clusters
  Score: Raw -1169075.307387 + Penalty 3095.223069 = -1165980.084319
  nChanged 9
		SP:Iteration 36Q (75469.530000 sec): 3 clusters
  Score: Raw -1169079.628214 + Penalty 3095.223069 = -1165984.405145
  nChanged 5
		SP:Iteration 37Q (75469.780000 sec): 3 clusters
  Score: Raw -1169082.795479 + Penalty 3095.223069 = -1165987.572411
  nChanged 3
		SP:Iteration 38Q (75470.090000 sec): 3 clusters
  Score: Raw -1169084.052983 + Penalty 3095.223069 = -1165988.829914
  nChanged 5
		SP:Iteration 39Q (75470.370000 sec): 3 clusters
  Score: Raw -1169086.098809 + Penalty 3095.223069 = -1165990.875740
  nChanged 3
		SP:Iteration 40F (75470.690000 sec): 3 clusters
  Score: Raw -1169087.531492 + Penalty 3095.223069 = -1165992.308423
  nChanged 1
		SP:Iteration 41Q (75470.990000 sec): 3 clusters
  Score: Raw -1169087.948741 + Penalty 3095.223069 = -1165992.725673
  nChanged 0
		SP:Iteration 42F (75471.240000 sec): 3 clusters
  Score: Raw -1169087.948741 + Penalty 3095.223069 = -1165992.725673
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 9 (23437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75471.510000 sec): 2 clusters
  Score: Raw -2049870.236275 + Penalty 1635.086578 = -2048235.149697
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75471.820000 sec): 3 clusters
  Score: Raw -2035536.473319 + Penalty 3270.173156 = -2032266.300163
  nChanged 10623
		SP:Iteration 1F (75472.140000 sec): 3 clusters
  Score: Raw -2041342.972587 + Penalty 3270.173156 = -2038072.799431
  nChanged 1011
		SP:Iteration 2Q (75472.440000 sec): 3 clusters
  Score: Raw -2041651.965091 + Penalty 3270.173156 = -2038381.791935
  nChanged 931
		SP:Iteration 3Q (75472.800000 sec): 3 clusters
  Score: Raw -2041943.979913 + Penalty 3270.173156 = -2038673.806757
  nChanged 899
		SP:Iteration 4Q (75473.180000 sec): 3 clusters
  Score: Raw -2042251.292229 + Penalty 3270.173156 = -2038981.119073
  nChanged 963
		SP:Iteration 5Q (75473.580000 sec): 3 clusters
  Score: Raw -2042641.492103 + Penalty 3270.173156 = -2039371.318947
  nChanged 1144
		SP:Iteration 6Q (75473.920000 sec): 3 clusters
  Score: Raw -2043202.463866 + Penalty 3270.173156 = -2039932.290710
  nChanged 1370
		SP:Iteration 7F (75474.250000 sec): 3 clusters
  Score: Raw -2044032.741380 + Penalty 3270.173156 = -2040762.568224
  nChanged 1630
		SP:Iteration 8F (75474.550000 sec): 3 clusters
  Score: Raw -2045243.139245 + Penalty 3270.173156 = -2041972.966089
  nChanged 1685
		SP:Iteration 9F (75474.880000 sec): 3 clusters
  Score: Raw -2046662.195434 + Penalty 3270.173156 = -2043392.022278
  nChanged 1459
		SP:Iteration 10F (75475.290000 sec): 3 clusters
  Score: Raw -2047938.734821 + Penalty 3270.173156 = -2044668.561665
  nChanged 1069
		SP:Iteration 11Q (75475.680000 sec): 3 clusters
  Score: Raw -2048870.999335 + Penalty 3270.173156 = -2045600.826179
  nChanged 641
		SP:Iteration 12Q (75476.040000 sec): 3 clusters
  Score: Raw -2049406.982963 + Penalty 3270.173156 = -2046136.809807
  nChanged 345
		SP:Iteration 13Q (75476.410000 sec): 3 clusters
  Score: Raw -2049694.584718 + Penalty 3270.173156 = -2046424.411562
  nChanged 180
		SP:Iteration 14Q (75476.750000 sec): 3 clusters
  Score: Raw -2049853.207422 + Penalty 3270.173156 = -2046583.034266
  nChanged 102
		SP:Iteration 15Q (75477.020000 sec): 3 clusters
  Score: Raw -2049941.357065 + Penalty 3270.173156 = -2046671.183909
  nChanged 56
		SP:Iteration 16Q (75477.360000 sec): 3 clusters
  Score: Raw -2049987.658123 + Penalty 3270.173156 = -2046717.484967
  nChanged 35
		SP:Iteration 17Q (75477.720000 sec): 3 clusters
  Score: Raw -2050016.668894 + Penalty 3270.173156 = -2046746.495738
  nChanged 21
		SP:Iteration 18Q (75478.100000 sec): 3 clusters
  Score: Raw -2050032.999701 + Penalty 3270.173156 = -2046762.826545
  nChanged 14
		SP:Iteration 19Q (75478.410000 sec): 3 clusters
  Score: Raw -2050041.898929 + Penalty 3270.173156 = -2046771.725773
  nChanged 7
		SP:Iteration 20F (75478.730000 sec): 3 clusters
  Score: Raw -2050048.121117 + Penalty 3270.173156 = -2046777.947961
  nChanged 5
		SP:Iteration 21Q (75479.040000 sec): 3 clusters
  Score: Raw -2050051.863432 + Penalty 3270.173156 = -2046781.690276
  nChanged 4
		SP:Iteration 22Q (75479.420000 sec): 3 clusters
  Score: Raw -2050054.826915 + Penalty 3270.173156 = -2046784.653759
  nChanged 4
		SP:Iteration 23Q (75479.710000 sec): 3 clusters
  Score: Raw -2050056.747362 + Penalty 3270.173156 = -2046786.574206
  nChanged 1
		SP:Iteration 24Q (75480.050000 sec): 3 clusters
  Score: Raw -2050057.212027 + Penalty 3270.173156 = -2046787.038871
  nChanged 0
		SP:Iteration 25F (75480.390000 sec): 3 clusters
  Score: Raw -2050057.212027 + Penalty 3270.173156 = -2046787.038871
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 10 (16470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75480.570000 sec): 2 clusters
  Score: Raw -1429125.832032 + Penalty 1577.760571 = -1427548.071461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75480.930000 sec): 3 clusters
  Score: Raw -1419311.581092 + Penalty 3155.521143 = -1416156.059950
  nChanged 7386
		SP:Iteration 1F (75481.230000 sec): 3 clusters
  Score: Raw -1423262.303318 + Penalty 3155.521143 = -1420106.782176
  nChanged 859
		SP:Iteration 2F (75481.490000 sec): 3 clusters
  Score: Raw -1423590.857348 + Penalty 3155.521143 = -1420435.336205
  nChanged 850
		SP:Iteration 3F (75481.780000 sec): 3 clusters
  Score: Raw -1423936.633354 + Penalty 3155.521143 = -1420781.112212
  nChanged 862
		SP:Iteration 4F (75482.090000 sec): 3 clusters
  Score: Raw -1424359.839238 + Penalty 3155.521143 = -1421204.318096
  nChanged 944
		SP:Iteration 5F (75482.370000 sec): 3 clusters
  Score: Raw -1424857.756180 + Penalty 3155.521143 = -1421702.235037
  nChanged 949
		SP:Iteration 6F (75482.610000 sec): 3 clusters
  Score: Raw -1425419.094736 + Penalty 3155.521143 = -1422263.573594
  nChanged 947
		SP:Iteration 7F (75482.920000 sec): 3 clusters
  Score: Raw -1426004.007826 + Penalty 3155.521143 = -1422848.486683
  nChanged 830
		SP:Iteration 8F (75483.120000 sec): 3 clusters
  Score: Raw -1426521.631586 + Penalty 3155.521143 = -1423366.110443
  nChanged 714
		SP:Iteration 9Q (75483.380000 sec): 3 clusters
  Score: Raw -1426956.252921 + Penalty 3155.521143 = -1423800.731778
  nChanged 602
		SP:Iteration 10Q (75483.680000 sec): 3 clusters
  Score: Raw -1427325.169694 + Penalty 3155.521143 = -1424169.648551
  nChanged 491
		SP:Iteration 11Q (75483.970000 sec): 3 clusters
  Score: Raw -1427634.738376 + Penalty 3155.521143 = -1424479.217233
  nChanged 421
		SP:Iteration 12Q (75484.290000 sec): 3 clusters
  Score: Raw -1427913.361426 + Penalty 3155.521143 = -1424757.840283
  nChanged 348
		SP:Iteration 13Q (75484.530000 sec): 3 clusters
  Score: Raw -1428193.533733 + Penalty 3155.521143 = -1425038.012591
  nChanged 318
		SP:Iteration 14Q (75484.780000 sec): 3 clusters
  Score: Raw -1428437.064070 + Penalty 3155.521143 = -1425281.542927
  nChanged 264
		SP:Iteration 15Q (75485.050000 sec): 3 clusters
  Score: Raw -1428612.528909 + Penalty 3155.521143 = -1425457.007767
  nChanged 186
		SP:Iteration 16Q (75485.320000 sec): 3 clusters
  Score: Raw -1428736.198391 + Penalty 3155.521143 = -1425580.677248
  nChanged 164
		SP:Iteration 17Q (75485.560000 sec): 3 clusters
  Score: Raw -1428868.509142 + Penalty 3155.521143 = -1425712.988000
  nChanged 150
		SP:Iteration 18Q (75485.930000 sec): 3 clusters
  Score: Raw -1428970.445206 + Penalty 3155.521143 = -1425814.924063
  nChanged 95
		SP:Iteration 19Q (75486.240000 sec): 3 clusters
  Score: Raw -1429036.105274 + Penalty 3155.521143 = -1425880.584131
  nChanged 90
		SP:Iteration 20F (75486.560000 sec): 3 clusters
  Score: Raw -1429094.130175 + Penalty 3155.521143 = -1425938.609033
  nChanged 71
		SP:Iteration 21Q (75486.840000 sec): 3 clusters
  Score: Raw -1429141.572078 + Penalty 3155.521143 = -1425986.050936
  nChanged 55
		SP:Iteration 22Q (75487.070000 sec): 3 clusters
  Score: Raw -1429173.238881 + Penalty 3155.521143 = -1426017.717739
  nChanged 49
		SP:Iteration 23Q (75487.370000 sec): 3 clusters
  Score: Raw -1429202.352560 + Penalty 3155.521143 = -1426046.831417
  nChanged 46
		SP:Iteration 24Q (75487.620000 sec): 3 clusters
  Score: Raw -1429228.294015 + Penalty 3155.521143 = -1426072.772872
  nChanged 36
		SP:Iteration 25Q (75487.860000 sec): 3 clusters
  Score: Raw -1429253.578576 + Penalty 3155.521143 = -1426098.057433
  nChanged 27
		SP:Iteration 26Q (75488.120000 sec): 3 clusters
  Score: Raw -1429265.547054 + Penalty 3155.521143 = -1426110.025911
  nChanged 18
		SP:Iteration 27Q (75488.420000 sec): 3 clusters
  Score: Raw -1429275.335403 + Penalty 3155.521143 = -1426119.814261
  nChanged 14
		SP:Iteration 28Q (75488.720000 sec): 3 clusters
  Score: Raw -1429287.928347 + Penalty 3155.521143 = -1426132.407204
  nChanged 20
		SP:Iteration 29Q (75488.930000 sec): 3 clusters
  Score: Raw -1429300.600429 + Penalty 3155.521143 = -1426145.079286
  nChanged 17
		SP:Iteration 30Q (75489.180000 sec): 3 clusters
  Score: Raw -1429311.281540 + Penalty 3155.521143 = -1426155.760398
  nChanged 20
		SP:Iteration 31Q (75489.500000 sec): 3 clusters
  Score: Raw -1429322.368359 + Penalty 3155.521143 = -1426166.847217
  nChanged 10
		SP:Iteration 32Q (75489.720000 sec): 3 clusters
  Score: Raw -1429329.120915 + Penalty 3155.521143 = -1426173.599773
  nChanged 12
		SP:Iteration 33Q (75489.970000 sec): 3 clusters
  Score: Raw -1429335.895588 + Penalty 3155.521143 = -1426180.374445
  nChanged 12
		SP:Iteration 34Q (75490.270000 sec): 3 clusters
  Score: Raw -1429344.591094 + Penalty 3155.521143 = -1426189.069951
  nChanged 11
		SP:Iteration 35Q (75490.540000 sec): 3 clusters
  Score: Raw -1429349.692147 + Penalty 3155.521143 = -1426194.171005
  nChanged 5
		SP:Iteration 36Q (75490.780000 sec): 3 clusters
  Score: Raw -1429352.551940 + Penalty 3155.521143 = -1426197.030798
  nChanged 7
		SP:Iteration 37Q (75491.050000 sec): 3 clusters
  Score: Raw -1429355.828961 + Penalty 3155.521143 = -1426200.307819
  nChanged 6
		SP:Iteration 38Q (75491.290000 sec): 3 clusters
  Score: Raw -1429357.830034 + Penalty 3155.521143 = -1426202.308892
  nChanged 1
		SP:Iteration 39Q (75491.500000 sec): 3 clusters
  Score: Raw -1429358.340336 + Penalty 3155.521143 = -1426202.819193
  nChanged 1
		SP:Iteration 40F (75491.750000 sec): 3 clusters
  Score: Raw -1429358.828607 + Penalty 3155.521143 = -1426203.307464
  nChanged 5
		SP:Iteration 41Q (75492.040000 sec): 3 clusters
  Score: Raw -1429360.983068 + Penalty 3155.521143 = -1426205.461925
  nChanged 1
		SP:Iteration 42Q (75492.300000 sec): 3 clusters
  Score: Raw -1429361.230002 + Penalty 3155.521143 = -1426205.708859
  nChanged 0
		SP:Iteration 43F (75492.560000 sec): 3 clusters
  Score: Raw -1429361.230002 + Penalty 3155.521143 = -1426205.708859
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 11 (81893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75493.140000 sec): 2 clusters
  Score: Raw -7300854.044499 + Penalty 1838.389929 = -7299015.654569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75493.800000 sec): 3 clusters
  Score: Raw -7248186.815667 + Penalty 3676.779859 = -7244510.035808
  nChanged 38825
		SP:Iteration 1F (75494.460000 sec): 3 clusters
  Score: Raw -7270944.662815 + Penalty 3676.779859 = -7267267.882956
  nChanged 3970
		SP:Iteration 2Q (75495.120000 sec): 3 clusters
  Score: Raw -7272948.369601 + Penalty 3676.779859 = -7269271.589742
  nChanged 5349
		SP:Iteration 3F (75495.730000 sec): 3 clusters
  Score: Raw -7276458.533445 + Penalty 3676.779859 = -7272781.753586
  nChanged 6516
		SP:Iteration 4F (75496.480000 sec): 3 clusters
  Score: Raw -7281299.334008 + Penalty 3676.779859 = -7277622.554150
  nChanged 6560
		SP:Iteration 5F (75497.070000 sec): 3 clusters
  Score: Raw -7286020.968103 + Penalty 3676.779859 = -7282344.188244
  nChanged 5560
		SP:Iteration 6F (75497.670000 sec): 3 clusters
  Score: Raw -7289198.235317 + Penalty 3676.779859 = -7285521.455458
  nChanged 4106
		SP:Iteration 7F (75498.380000 sec): 3 clusters
  Score: Raw -7290963.153832 + Penalty 3676.779859 = -7287286.373973
  nChanged 2929
		SP:Iteration 8Q (75499.100000 sec): 3 clusters
  Score: Raw -7291945.128926 + Penalty 3676.779859 = -7288268.349067
  nChanged 2213
		SP:Iteration 9Q (75499.820000 sec): 3 clusters
  Score: Raw -7292621.424629 + Penalty 3676.779859 = -7288944.644770
  nChanged 1970
		SP:Iteration 10Q (75500.560000 sec): 3 clusters
  Score: Raw -7293210.065527 + Penalty 3676.779859 = -7289533.285668
  nChanged 2049
		SP:Iteration 11Q (75501.270000 sec): 3 clusters
  Score: Raw -7293818.381457 + Penalty 3676.779859 = -7290141.601598
  nChanged 2178
		SP:Iteration 12Q (75501.950000 sec): 3 clusters
  Score: Raw -7294476.664098 + Penalty 3676.779859 = -7290799.884239
  nChanged 2245
		SP:Iteration 13Q (75502.660000 sec): 3 clusters
  Score: Raw -7295182.951027 + Penalty 3676.779859 = -7291506.171168
  nChanged 2359
		SP:Iteration 14Q (75503.360000 sec): 3 clusters
  Score: Raw -7295941.416530 + Penalty 3676.779859 = -7292264.636671
  nChanged 2375
		SP:Iteration 15Q (75504.070000 sec): 3 clusters
  Score: Raw -7296733.283537 + Penalty 3676.779859 = -7293056.503678
  nChanged 2370
		SP:Iteration 16Q (75504.710000 sec): 3 clusters
  Score: Raw -7297524.405653 + Penalty 3676.779859 = -7293847.625794
  nChanged 2316
		SP:Iteration 17Q (75505.450000 sec): 3 clusters
  Score: Raw -7298275.036898 + Penalty 3676.779859 = -7294598.257040
  nChanged 2076
		SP:Iteration 18Q (75506.170000 sec): 3 clusters
  Score: Raw -7298919.124633 + Penalty 3676.779859 = -7295242.344774
  nChanged 1942
		SP:Iteration 19Q (75506.920000 sec): 3 clusters
  Score: Raw -7299501.658879 + Penalty 3676.779859 = -7295824.879020
  nChanged 1733
		SP:Iteration 20F (75507.600000 sec): 3 clusters
  Score: Raw -7299990.826885 + Penalty 3676.779859 = -7296314.047027
  nChanged 1560
		SP:Iteration 21Q (75508.300000 sec): 3 clusters
  Score: Raw -7300406.914262 + Penalty 3676.779859 = -7296730.134403
  nChanged 1345
		SP:Iteration 22Q (75509.020000 sec): 3 clusters
  Score: Raw -7300755.933244 + Penalty 3676.779859 = -7297079.153386
  nChanged 1230
		SP:Iteration 23Q (75509.730000 sec): 3 clusters
  Score: Raw -7301069.419690 + Penalty 3676.779859 = -7297392.639831
  nChanged 1099
		SP:Iteration 24Q (75510.440000 sec): 3 clusters
  Score: Raw -7301338.770124 + Penalty 3676.779859 = -7297661.990265
  nChanged 966
		SP:Iteration 25Q (75511.160000 sec): 3 clusters
  Score: Raw -7301566.965292 + Penalty 3676.779859 = -7297890.185433
  nChanged 822
		SP:Iteration 26Q (75511.880000 sec): 3 clusters
  Score: Raw -7301737.446361 + Penalty 3676.779859 = -7298060.666502
  nChanged 661
		SP:Iteration 27Q (75512.600000 sec): 3 clusters
  Score: Raw -7301854.471203 + Penalty 3676.779859 = -7298177.691345
  nChanged 534
		SP:Iteration 28Q (75513.250000 sec): 3 clusters
  Score: Raw -7301942.854562 + Penalty 3676.779859 = -7298266.074703
  nChanged 462
		SP:Iteration 29Q (75513.910000 sec): 3 clusters
  Score: Raw -7302014.280692 + Penalty 3676.779859 = -7298337.500834
  nChanged 404
		SP:Iteration 30Q (75514.520000 sec): 3 clusters
  Score: Raw -7302075.893066 + Penalty 3676.779859 = -7298399.113208
  nChanged 331
		SP:Iteration 31Q (75515.150000 sec): 3 clusters
  Score: Raw -7302122.300528 + Penalty 3676.779859 = -7298445.520669
  nChanged 311
		SP:Iteration 32Q (75515.750000 sec): 3 clusters
  Score: Raw -7302170.005419 + Penalty 3676.779859 = -7298493.225560
  nChanged 277
		SP:Iteration 33Q (75516.330000 sec): 3 clusters
  Score: Raw -7302209.408402 + Penalty 3676.779859 = -7298532.628543
  nChanged 238
		SP:Iteration 34Q (75516.890000 sec): 3 clusters
  Score: Raw -7302242.298054 + Penalty 3676.779859 = -7298565.518195
  nChanged 210
		SP:Iteration 35Q (75517.460000 sec): 3 clusters
  Score: Raw -7302270.303953 + Penalty 3676.779859 = -7298593.524095
  nChanged 183
		SP:Iteration 36Q (75518.090000 sec): 3 clusters
  Score: Raw -7302290.805116 + Penalty 3676.779859 = -7298614.025258
  nChanged 141
		SP:Iteration 37Q (75518.740000 sec): 3 clusters
  Score: Raw -7302305.521477 + Penalty 3676.779859 = -7298628.741618
  nChanged 122
		SP:Iteration 38Q (75519.400000 sec): 3 clusters
  Score: Raw -7302318.007340 + Penalty 3676.779859 = -7298641.227481
  nChanged 101
		SP:Iteration 39Q (75520.080000 sec): 3 clusters
  Score: Raw -7302327.226836 + Penalty 3676.779859 = -7298650.446977
  nChanged 82
		SP:Iteration 40F (75520.720000 sec): 3 clusters
  Score: Raw -7302334.562271 + Penalty 3676.779859 = -7298657.782412
  nChanged 75
		SP:Iteration 41Q (75521.370000 sec): 3 clusters
  Score: Raw -7302341.220021 + Penalty 3676.779859 = -7298664.440162
  nChanged 61
		SP:Iteration 42Q (75522.030000 sec): 3 clusters
  Score: Raw -7302345.946609 + Penalty 3676.779859 = -7298669.166750
  nChanged 61
		SP:Iteration 43Q (75522.580000 sec): 3 clusters
  Score: Raw -7302351.191297 + Penalty 3676.779859 = -7298674.411438
  nChanged 52
		SP:Iteration 44Q (75523.160000 sec): 3 clusters
  Score: Raw -7302354.795343 + Penalty 3676.779859 = -7298678.015485
  nChanged 53
		SP:Iteration 45Q (75523.700000 sec): 3 clusters
  Score: Raw -7302359.174370 + Penalty 3676.779859 = -7298682.394511
  nChanged 51
		SP:Iteration 46Q (75524.200000 sec): 3 clusters
  Score: Raw -7302363.587139 + Penalty 3676.779859 = -7298686.807281
  nChanged 47
		SP:Iteration 47Q (75524.780000 sec): 3 clusters
  Score: Raw -7302366.893067 + Penalty 3676.779859 = -7298690.113208
  nChanged 49
		SP:Iteration 48Q (75525.380000 sec): 3 clusters
  Score: Raw -7302370.666490 + Penalty 3676.779859 = -7298693.886631
  nChanged 41
		SP:Iteration 49Q (75526.010000 sec): 3 clusters
  Score: Raw -7302373.235740 + Penalty 3676.779859 = -7298696.455881
  nChanged 38
		SP:Iteration 50Q (75526.540000 sec): 3 clusters
  Score: Raw -7302375.772112 + Penalty 3676.779859 = -7298698.992254
  nChanged 27
		SP:Iteration 51Q (75527.120000 sec): 3 clusters
  Score: Raw -7302377.623668 + Penalty 3676.779859 = -7298700.843810
  nChanged 26
		SP:Iteration 52Q (75527.780000 sec): 3 clusters
  Score: Raw -7302379.219994 + Penalty 3676.779859 = -7298702.440135
  nChanged 24
		SP:Iteration 53Q (75528.380000 sec): 3 clusters
  Score: Raw -7302380.993910 + Penalty 3676.779859 = -7298704.214051
  nChanged 18
		SP:Iteration 54Q (75529.120000 sec): 3 clusters
  Score: Raw -7302382.146194 + Penalty 3676.779859 = -7298705.366336
  nChanged 18
		SP:Iteration 55Q (75529.780000 sec): 3 clusters
  Score: Raw -7302383.367217 + Penalty 3676.779859 = -7298706.587358
  nChanged 23
		SP:Iteration 56Q (75530.370000 sec): 3 clusters
  Score: Raw -7302385.120614 + Penalty 3676.779859 = -7298708.340756
  nChanged 29
		SP:Iteration 57Q (75530.990000 sec): 3 clusters
  Score: Raw -7302387.229606 + Penalty 3676.779859 = -7298710.449747
  nChanged 21
		SP:Iteration 58Q (75531.620000 sec): 3 clusters
  Score: Raw -7302388.649041 + Penalty 3676.779859 = -7298711.869182
  nChanged 23
		SP:Iteration 59Q (75532.330000 sec): 3 clusters
  Score: Raw -7302390.235229 + Penalty 3676.779859 = -7298713.455371
  nChanged 16
		SP:Iteration 60F (75532.910000 sec): 3 clusters
  Score: Raw -7302391.042608 + Penalty 3676.779859 = -7298714.262749
  nChanged 16
		SP:Iteration 61Q (75533.480000 sec): 3 clusters
  Score: Raw -7302392.162675 + Penalty 3676.779859 = -7298715.382816
  nChanged 14
		SP:Iteration 62Q (75534.150000 sec): 3 clusters
  Score: Raw -7302393.007002 + Penalty 3676.779859 = -7298716.227143
  nChanged 13
		SP:Iteration 63Q (75534.860000 sec): 3 clusters
  Score: Raw -7302393.770491 + Penalty 3676.779859 = -7298716.990632
  nChanged 16
		SP:Iteration 64Q (75535.560000 sec): 3 clusters
  Score: Raw -7302394.888149 + Penalty 3676.779859 = -7298718.108290
  nChanged 12
		SP:Iteration 65Q (75536.250000 sec): 3 clusters
  Score: Raw -7302395.752259 + Penalty 3676.779859 = -7298718.972400
  nChanged 16
		SP:Iteration 66Q (75536.900000 sec): 3 clusters
  Score: Raw -7302396.611004 + Penalty 3676.779859 = -7298719.831145
  nChanged 12
		SP:Iteration 67Q (75537.580000 sec): 3 clusters
  Score: Raw -7302397.329729 + Penalty 3676.779859 = -7298720.549871
  nChanged 12
		SP:Iteration 68Q (75538.210000 sec): 3 clusters
  Score: Raw -7302398.200089 + Penalty 3676.779859 = -7298721.420230
  nChanged 14
		SP:Iteration 69Q (75538.910000 sec): 3 clusters
  Score: Raw -7302399.152676 + Penalty 3676.779859 = -7298722.372818
  nChanged 13
		SP:Iteration 70Q (75539.560000 sec): 3 clusters
  Score: Raw -7302399.999323 + Penalty 3676.779859 = -7298723.219464
  nChanged 15
		SP:Iteration 71Q (75540.170000 sec): 3 clusters
  Score: Raw -7302400.877927 + Penalty 3676.779859 = -7298724.098069
  nChanged 13
		SP:Iteration 72Q (75540.810000 sec): 3 clusters
  Score: Raw -7302401.635665 + Penalty 3676.779859 = -7298724.855807
  nChanged 11
		SP:Iteration 73Q (75541.410000 sec): 3 clusters
  Score: Raw -7302402.210727 + Penalty 3676.779859 = -7298725.430868
  nChanged 10
		SP:Iteration 74Q (75542.060000 sec): 3 clusters
  Score: Raw -7302403.148684 + Penalty 3676.779859 = -7298726.368826
  nChanged 18
		SP:Iteration 75Q (75542.730000 sec): 3 clusters
  Score: Raw -7302404.531458 + Penalty 3676.779859 = -7298727.751599
  nChanged 23
		SP:Iteration 76Q (75543.400000 sec): 3 clusters
  Score: Raw -7302405.954960 + Penalty 3676.779859 = -7298729.175101
  nChanged 16
		SP:Iteration 77Q (75544.030000 sec): 3 clusters
  Score: Raw -7302407.050841 + Penalty 3676.779859 = -7298730.270982
  nChanged 17
		SP:Iteration 78Q (75544.670000 sec): 3 clusters
  Score: Raw -7302408.267778 + Penalty 3676.779859 = -7298731.487919
  nChanged 17
		SP:Iteration 79Q (75545.300000 sec): 3 clusters
  Score: Raw -7302409.084396 + Penalty 3676.779859 = -7298732.304537
  nChanged 9
		SP:Iteration 80F (75545.950000 sec): 3 clusters
  Score: Raw -7302409.565499 + Penalty 3676.779859 = -7298732.785640
  nChanged 7
		SP:Iteration 81Q (75546.570000 sec): 3 clusters
  Score: Raw -7302409.898643 + Penalty 3676.779859 = -7298733.118785
  nChanged 5
		SP:Iteration 82Q (75547.190000 sec): 3 clusters
  Score: Raw -7302410.134901 + Penalty 3676.779859 = -7298733.355042
  nChanged 6
		SP:Iteration 83Q (75547.850000 sec): 3 clusters
  Score: Raw -7302410.404759 + Penalty 3676.779859 = -7298733.624900
  nChanged 5
		SP:Iteration 84Q (75548.490000 sec): 3 clusters
  Score: Raw -7302410.681436 + Penalty 3676.779859 = -7298733.901577
  nChanged 6
		SP:Iteration 85Q (75549.110000 sec): 3 clusters
  Score: Raw -7302411.065432 + Penalty 3676.779859 = -7298734.285573
  nChanged 9
		SP:Iteration 86Q (75549.800000 sec): 3 clusters
  Score: Raw -7302411.614410 + Penalty 3676.779859 = -7298734.834551
  nChanged 6
		SP:Iteration 87Q (75550.460000 sec): 3 clusters
  Score: Raw -7302411.817426 + Penalty 3676.779859 = -7298735.037567
  nChanged 3
		SP:Iteration 88Q (75551.060000 sec): 3 clusters
  Score: Raw -7302411.967844 + Penalty 3676.779859 = -7298735.187985
  nChanged 4
		SP:Iteration 89Q (75551.740000 sec): 3 clusters
  Score: Raw -7302412.169376 + Penalty 3676.779859 = -7298735.389518
  nChanged 2
		SP:Iteration 90Q (75552.420000 sec): 3 clusters
  Score: Raw -7302412.266472 + Penalty 3676.779859 = -7298735.486613
  nChanged 0
		SP:Iteration 91F (75553.050000 sec): 3 clusters
  Score: Raw -7302412.266472 + Penalty 3676.779859 = -7298735.486613
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 12 (8675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75553.240000 sec): 2 clusters
  Score: Raw -738441.071960 + Penalty 1473.582598 = -736967.489362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75553.470000 sec): 3 clusters
  Score: Raw -733575.198730 + Penalty 2947.165197 = -730628.033534
  nChanged 3758
		SP:Iteration 1F (75553.710000 sec): 3 clusters
  Score: Raw -735713.457102 + Penalty 2947.165197 = -732766.291906
  nChanged 623
		SP:Iteration 2F (75553.960000 sec): 3 clusters
  Score: Raw -736126.187654 + Penalty 2947.165197 = -733179.022458
  nChanged 635
		SP:Iteration 3F (75554.230000 sec): 3 clusters
  Score: Raw -736734.086831 + Penalty 2947.165197 = -733786.921635
  nChanged 690
		SP:Iteration 4F (75554.450000 sec): 3 clusters
  Score: Raw -737513.872015 + Penalty 2947.165197 = -734566.706819
  nChanged 676
		SP:Iteration 5F (75554.650000 sec): 3 clusters
  Score: Raw -738275.316576 + Penalty 2947.165197 = -735328.151380
  nChanged 563
		SP:Iteration 6F (75554.840000 sec): 3 clusters
  Score: Raw -738801.072656 + Penalty 2947.165197 = -735853.907460
  nChanged 417
		SP:Iteration 7Q (75555.120000 sec): 3 clusters
  Score: Raw -739084.562607 + Penalty 2947.165197 = -736137.397411
  nChanged 298
		SP:Iteration 8Q (75555.320000 sec): 3 clusters
  Score: Raw -739275.819351 + Penalty 2947.165197 = -736328.654154
  nChanged 209
		SP:Iteration 9Q (75555.500000 sec): 3 clusters
  Score: Raw -739396.922889 + Penalty 2947.165197 = -736449.757692
  nChanged 160
		SP:Iteration 10Q (75555.750000 sec): 3 clusters
  Score: Raw -739496.126806 + Penalty 2947.165197 = -736548.961609
  nChanged 131
		SP:Iteration 11Q (75555.950000 sec): 3 clusters
  Score: Raw -739577.655315 + Penalty 2947.165197 = -736630.490118
  nChanged 122
		SP:Iteration 12Q (75556.200000 sec): 3 clusters
  Score: Raw -739646.976673 + Penalty 2947.165197 = -736699.811476
  nChanged 123
		SP:Iteration 13Q (75556.440000 sec): 3 clusters
  Score: Raw -739701.970580 + Penalty 2947.165197 = -736754.805383
  nChanged 95
		SP:Iteration 14Q (75556.630000 sec): 3 clusters
  Score: Raw -739745.817020 + Penalty 2947.165197 = -736798.651823
  nChanged 93
		SP:Iteration 15Q (75556.840000 sec): 3 clusters
  Score: Raw -739795.273550 + Penalty 2947.165197 = -736848.108354
  nChanged 85
		SP:Iteration 16Q (75557.090000 sec): 3 clusters
  Score: Raw -739843.032144 + Penalty 2947.165197 = -736895.866948
  nChanged 70
		SP:Iteration 17Q (75557.320000 sec): 3 clusters
  Score: Raw -739869.198519 + Penalty 2947.165197 = -736922.033322
  nChanged 41
		SP:Iteration 18Q (75557.560000 sec): 3 clusters
  Score: Raw -739879.264176 + Penalty 2947.165197 = -736932.098979
  nChanged 26
		SP:Iteration 19Q (75557.780000 sec): 3 clusters
  Score: Raw -739884.202534 + Penalty 2947.165197 = -736937.037337
  nChanged 14
		SP:Iteration 20F (75557.990000 sec): 3 clusters
  Score: Raw -739887.146251 + Penalty 2947.165197 = -736939.981055
  nChanged 16
		SP:Iteration 21Q (75558.220000 sec): 3 clusters
  Score: Raw -739890.603877 + Penalty 2947.165197 = -736943.438680
  nChanged 14
		SP:Iteration 22Q (75558.440000 sec): 3 clusters
  Score: Raw -739894.011419 + Penalty 2947.165197 = -736946.846223
  nChanged 13
		SP:Iteration 23Q (75558.610000 sec): 3 clusters
  Score: Raw -739896.879151 + Penalty 2947.165197 = -736949.713955
  nChanged 25
		SP:Iteration 24Q (75558.850000 sec): 3 clusters
  Score: Raw -739901.898663 + Penalty 2947.165197 = -736954.733467
  nChanged 20
		SP:Iteration 25Q (75559.180000 sec): 3 clusters
  Score: Raw -739906.315958 + Penalty 2947.165197 = -736959.150761
  nChanged 20
		SP:Iteration 26Q (75559.390000 sec): 3 clusters
  Score: Raw -739910.522968 + Penalty 2947.165197 = -736963.357772
  nChanged 18
		SP:Iteration 27Q (75559.590000 sec): 3 clusters
  Score: Raw -739914.570789 + Penalty 2947.165197 = -736967.405593
  nChanged 21
		SP:Iteration 28Q (75559.790000 sec): 3 clusters
  Score: Raw -739919.253674 + Penalty 2947.165197 = -736972.088477
  nChanged 18
		SP:Iteration 29Q (75560.050000 sec): 3 clusters
  Score: Raw -739924.970170 + Penalty 2947.165197 = -736977.804973
  nChanged 14
		SP:Iteration 30Q (75560.270000 sec): 3 clusters
  Score: Raw -739928.382416 + Penalty 2947.165197 = -736981.217219
  nChanged 7
		SP:Iteration 31Q (75560.530000 sec): 3 clusters
  Score: Raw -739930.185260 + Penalty 2947.165197 = -736983.020064
  nChanged 9
		SP:Iteration 32Q (75560.770000 sec): 3 clusters
  Score: Raw -739932.407086 + Penalty 2947.165197 = -736985.241889
  nChanged 7
		SP:Iteration 33Q (75560.980000 sec): 3 clusters
  Score: Raw -739934.213357 + Penalty 2947.165197 = -736987.048160
  nChanged 7
		SP:Iteration 34Q (75561.200000 sec): 3 clusters
  Score: Raw -739935.790249 + Penalty 2947.165197 = -736988.625052
  nChanged 5
		SP:Iteration 35Q (75561.420000 sec): 3 clusters
  Score: Raw -739937.084629 + Penalty 2947.165197 = -736989.919433
  nChanged 6
		SP:Iteration 36Q (75561.630000 sec): 3 clusters
  Score: Raw -739938.375750 + Penalty 2947.165197 = -736991.210553
  nChanged 4
		SP:Iteration 37Q (75561.870000 sec): 3 clusters
  Score: Raw -739938.739912 + Penalty 2947.165197 = -736991.574716
  nChanged 1
		SP:Iteration 38Q (75562.110000 sec): 3 clusters
  Score: Raw -739938.913735 + Penalty 2947.165197 = -736991.748538
  nChanged 2
		SP:Iteration 39Q (75562.350000 sec): 3 clusters
  Score: Raw -739939.188883 + Penalty 2947.165197 = -736992.023686
  nChanged 3
		SP:Iteration 40F (75562.650000 sec): 3 clusters
  Score: Raw -739939.532973 + Penalty 2947.165197 = -736992.367776
  nChanged 1
		SP:Iteration 41Q (75562.920000 sec): 3 clusters
  Score: Raw -739939.582756 + Penalty 2947.165197 = -736992.417560
  nChanged 2
		SP:Iteration 42Q (75563.180000 sec): 3 clusters
  Score: Raw -739939.902436 + Penalty 2947.165197 = -736992.737240
  nChanged 1
		SP:Iteration 43Q (75563.370000 sec): 3 clusters
  Score: Raw -739940.045312 + Penalty 2947.165197 = -736992.880115
  nChanged 0
		SP:Iteration 44F (75563.610000 sec): 3 clusters
  Score: Raw -739940.045312 + Penalty 2947.165197 = -736992.880115
  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 10.68 GB.

 Trying to split cluster 13 (5094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75563.750000 sec): 2 clusters
  Score: Raw -402156.976664 + Penalty 1387.070532 = -400769.906132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75563.920000 sec): 3 clusters
  Score: Raw -399551.227608 + Penalty 2774.141063 = -396777.086545
  nChanged 2066
		SP:Iteration 1F (75564.090000 sec): 3 clusters
  Score: Raw -400805.167095 + Penalty 2774.141063 = -398031.026032
  nChanged 411
		SP:Iteration 2F (75564.250000 sec): 3 clusters
  Score: Raw -401156.050468 + Penalty 2774.141063 = -398381.909405
  nChanged 367
		SP:Iteration 3F (75564.420000 sec): 3 clusters
  Score: Raw -401495.411090 + Penalty 2774.141063 = -398721.270027
  nChanged 355
		SP:Iteration 4F (75564.660000 sec): 3 clusters
  Score: Raw -401835.972821 + Penalty 2774.141063 = -399061.831758
  nChanged 319
		SP:Iteration 5F (75564.890000 sec): 3 clusters
  Score: Raw -402117.514657 + Penalty 2774.141063 = -399343.373594
  nChanged 259
		SP:Iteration 6F (75565.100000 sec): 3 clusters
  Score: Raw -402305.390694 + Penalty 2774.141063 = -399531.249631
  nChanged 209
		SP:Iteration 7Q (75565.300000 sec): 3 clusters
  Score: Raw -402465.214636 + Penalty 2774.141063 = -399691.073573
  nChanged 188
		SP:Iteration 8Q (75565.510000 sec): 3 clusters
  Score: Raw -402612.474502 + Penalty 2774.141063 = -399838.333439
  nChanged 159
		SP:Iteration 9Q (75565.670000 sec): 3 clusters
  Score: Raw -402725.110789 + Penalty 2774.141063 = -399950.969726
  nChanged 134
		SP:Iteration 10Q (75565.820000 sec): 3 clusters
  Score: Raw -402815.137684 + Penalty 2774.141063 = -400040.996621
  nChanged 113
		SP:Iteration 11Q (75565.920000 sec): 3 clusters
  Score: Raw -402888.358096 + Penalty 2774.141063 = -400114.217033
  nChanged 79
		SP:Iteration 12Q (75566.150000 sec): 3 clusters
  Score: Raw -402939.698857 + Penalty 2774.141063 = -400165.557794
  nChanged 63
		SP:Iteration 13Q (75566.370000 sec): 3 clusters
  Score: Raw -402975.827645 + Penalty 2774.141063 = -400201.686582
  nChanged 51
		SP:Iteration 14Q (75566.570000 sec): 3 clusters
  Score: Raw -403006.814853 + Penalty 2774.141063 = -400232.673790
  nChanged 40
		SP:Iteration 15Q (75566.770000 sec): 3 clusters
  Score: Raw -403026.853891 + Penalty 2774.141063 = -400252.712828
  nChanged 32
		SP:Iteration 16Q (75567.020000 sec): 3 clusters
  Score: Raw -403042.815249 + Penalty 2774.141063 = -400268.674186
  nChanged 25
		SP:Iteration 17Q (75567.250000 sec): 3 clusters
  Score: Raw -403053.558519 + Penalty 2774.141063 = -400279.417456
  nChanged 20
		SP:Iteration 18Q (75567.510000 sec): 3 clusters
  Score: Raw -403061.361705 + Penalty 2774.141063 = -400287.220642
  nChanged 18
		SP:Iteration 19Q (75567.700000 sec): 3 clusters
  Score: Raw -403067.496295 + Penalty 2774.141063 = -400293.355232
  nChanged 18
		SP:Iteration 20F (75567.860000 sec): 3 clusters
  Score: Raw -403075.088644 + Penalty 2774.141063 = -400300.947581
  nChanged 14
		SP:Iteration 21Q (75568.060000 sec): 3 clusters
  Score: Raw -403079.173445 + Penalty 2774.141063 = -400305.032382
  nChanged 8
		SP:Iteration 22Q (75568.270000 sec): 3 clusters
  Score: Raw -403081.174215 + Penalty 2774.141063 = -400307.033152
  nChanged 7
		SP:Iteration 23Q (75568.410000 sec): 3 clusters
  Score: Raw -403082.425987 + Penalty 2774.141063 = -400308.284924
  nChanged 5
		SP:Iteration 24Q (75568.590000 sec): 3 clusters
  Score: Raw -403083.496954 + Penalty 2774.141063 = -400309.355891
  nChanged 2
		SP:Iteration 25Q (75568.750000 sec): 3 clusters
  Score: Raw -403084.058824 + Penalty 2774.141063 = -400309.917761
  nChanged 3
		SP:Iteration 26Q (75568.920000 sec): 3 clusters
  Score: Raw -403085.059168 + Penalty 2774.141063 = -400310.918105
  nChanged 3
		SP:Iteration 27Q (75569.090000 sec): 3 clusters
  Score: Raw -403085.709336 + Penalty 2774.141063 = -400311.568273
  nChanged 0
		SP:Iteration 28F (75569.260000 sec): 3 clusters
  Score: Raw -403085.709336 + Penalty 2774.141063 = -400311.568273
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 14 (7331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75569.420000 sec): 2 clusters
  Score: Raw -622820.604808 + Penalty 1446.228422 = -621374.376386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75569.680000 sec): 3 clusters
  Score: Raw -618820.066133 + Penalty 2892.456844 = -615927.609289
  nChanged 3073
		SP:Iteration 1F (75569.950000 sec): 3 clusters
  Score: Raw -620507.551951 + Penalty 2892.456844 = -617615.095107
  nChanged 540
		SP:Iteration 2F (75570.160000 sec): 3 clusters
  Score: Raw -620794.612914 + Penalty 2892.456844 = -617902.156070
  nChanged 427
		SP:Iteration 3F (75570.440000 sec): 3 clusters
  Score: Raw -621030.448133 + Penalty 2892.456844 = -618137.991290
  nChanged 401
		SP:Iteration 4F (75570.690000 sec): 3 clusters
  Score: Raw -621237.161451 + Penalty 2892.456844 = -618344.704607
  nChanged 361
		SP:Iteration 5Q (75570.940000 sec): 3 clusters
  Score: Raw -621440.146180 + Penalty 2892.456844 = -618547.689337
  nChanged 345
		SP:Iteration 6Q (75571.190000 sec): 3 clusters
  Score: Raw -621636.997632 + Penalty 2892.456844 = -618744.540789
  nChanged 330
		SP:Iteration 7Q (75571.410000 sec): 3 clusters
  Score: Raw -621835.476820 + Penalty 2892.456844 = -618943.019977
  nChanged 315
		SP:Iteration 8Q (75571.670000 sec): 3 clusters
  Score: Raw -622026.690127 + Penalty 2892.456844 = -619134.233283
  nChanged 278
		SP:Iteration 9Q (75571.890000 sec): 3 clusters
  Score: Raw -622212.124795 + Penalty 2892.456844 = -619319.667951
  nChanged 250
		SP:Iteration 10Q (75572.080000 sec): 3 clusters
  Score: Raw -622378.511540 + Penalty 2892.456844 = -619486.054696
  nChanged 223
		SP:Iteration 11Q (75572.280000 sec): 3 clusters
  Score: Raw -622536.215961 + Penalty 2892.456844 = -619643.759118
  nChanged 192
		SP:Iteration 12Q (75572.470000 sec): 3 clusters
  Score: Raw -622663.043635 + Penalty 2892.456844 = -619770.586791
  nChanged 132
		SP:Iteration 13Q (75572.720000 sec): 3 clusters
  Score: Raw -622749.462904 + Penalty 2892.456844 = -619857.006060
  nChanged 93
		SP:Iteration 14Q (75572.920000 sec): 3 clusters
  Score: Raw -622818.381298 + Penalty 2892.456844 = -619925.924454
  nChanged 63
		SP:Iteration 15Q (75573.110000 sec): 3 clusters
  Score: Raw -622865.560762 + Penalty 2892.456844 = -619973.103919
  nChanged 45
		SP:Iteration 16Q (75573.310000 sec): 3 clusters
  Score: Raw -622903.805527 + Penalty 2892.456844 = -620011.348683
  nChanged 40
		SP:Iteration 17Q (75573.550000 sec): 3 clusters
  Score: Raw -622937.798044 + Penalty 2892.456844 = -620045.341200
  nChanged 29
		SP:Iteration 18Q (75573.780000 sec): 3 clusters
  Score: Raw -622968.541582 + Penalty 2892.456844 = -620076.084738
  nChanged 38
		SP:Iteration 19Q (75574.040000 sec): 3 clusters
  Score: Raw -623003.085559 + Penalty 2892.456844 = -620110.628715
  nChanged 38
		SP:Iteration 20F (75574.240000 sec): 3 clusters
  Score: Raw -623031.763547 + Penalty 2892.456844 = -620139.306703
  nChanged 24
		SP:Iteration 21Q (75574.480000 sec): 3 clusters
  Score: Raw -623051.867906 + Penalty 2892.456844 = -620159.411063
  nChanged 21
		SP:Iteration 22Q (75574.660000 sec): 3 clusters
  Score: Raw -623064.487068 + Penalty 2892.456844 = -620172.030224
  nChanged 11
		SP:Iteration 23Q (75574.900000 sec): 3 clusters
  Score: Raw -623073.474068 + Penalty 2892.456844 = -620181.017224
  nChanged 6
		SP:Iteration 24Q (75575.210000 sec): 3 clusters
  Score: Raw -623077.370954 + Penalty 2892.456844 = -620184.914110
  nChanged 8
		SP:Iteration 25Q (75575.470000 sec): 3 clusters
  Score: Raw -623081.321083 + Penalty 2892.456844 = -620188.864239
  nChanged 5
		SP:Iteration 26Q (75575.660000 sec): 3 clusters
  Score: Raw -623084.187837 + Penalty 2892.456844 = -620191.730993
  nChanged 4
		SP:Iteration 27Q (75575.880000 sec): 3 clusters
  Score: Raw -623087.238012 + Penalty 2892.456844 = -620194.781168
  nChanged 2
		SP:Iteration 28Q (75576.170000 sec): 3 clusters
  Score: Raw -623088.411639 + Penalty 2892.456844 = -620195.954795
  nChanged 3
		SP:Iteration 29Q (75576.460000 sec): 3 clusters
  Score: Raw -623090.555371 + Penalty 2892.456844 = -620198.098527
  nChanged 4
		SP:Iteration 30Q (75576.640000 sec): 3 clusters
  Score: Raw -623094.099776 + Penalty 2892.456844 = -620201.642932
  nChanged 7
		SP:Iteration 31Q (75576.910000 sec): 3 clusters
  Score: Raw -623097.880041 + Penalty 2892.456844 = -620205.423197
  nChanged 3
		SP:Iteration 32Q (75577.110000 sec): 3 clusters
  Score: Raw -623100.766483 + Penalty 2892.456844 = -620208.309639
  nChanged 4
		SP:Iteration 33Q (75577.320000 sec): 3 clusters
  Score: Raw -623102.495452 + Penalty 2892.456844 = -620210.038608
  nChanged 1
		SP:Iteration 34Q (75577.630000 sec): 3 clusters
  Score: Raw -623102.648317 + Penalty 2892.456844 = -620210.191474
  nChanged 0
		SP:Iteration 35F (75577.840000 sec): 3 clusters
  Score: Raw -623102.648317 + Penalty 2892.456844 = -620210.191474
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 15 (43265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75578.160000 sec): 2 clusters
  Score: Raw -3819377.106833 + Penalty 1734.703632 = -3817642.403201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75578.580000 sec): 3 clusters
  Score: Raw -3792121.078487 + Penalty 3469.407264 = -3788651.671223
  nChanged 20154
		SP:Iteration 1F (75578.960000 sec): 3 clusters
  Score: Raw -3803529.452464 + Penalty 3469.407264 = -3800060.045201
  nChanged 1860
		SP:Iteration 2Q (75579.400000 sec): 3 clusters
  Score: Raw -3804129.320948 + Penalty 3469.407264 = -3800659.913684
  nChanged 1961
		SP:Iteration 3Q (75579.870000 sec): 3 clusters
  Score: Raw -3804900.208169 + Penalty 3469.407264 = -3801430.800905
  nChanged 2241
		SP:Iteration 4F (75580.280000 sec): 3 clusters
  Score: Raw -3806030.952603 + Penalty 3469.407264 = -3802561.545339
  nChanged 2774
		SP:Iteration 5F (75580.680000 sec): 3 clusters
  Score: Raw -3807833.666384 + Penalty 3469.407264 = -3804364.259120
  nChanged 3330
		SP:Iteration 6F (75581.100000 sec): 3 clusters
  Score: Raw -3810509.083673 + Penalty 3469.407264 = -3807039.676409
  nChanged 3398
		SP:Iteration 7F (75581.510000 sec): 3 clusters
  Score: Raw -3813696.946986 + Penalty 3469.407264 = -3810227.539722
  nChanged 2948
		SP:Iteration 8F (75581.930000 sec): 3 clusters
  Score: Raw -3816722.017125 + Penalty 3469.407264 = -3813252.609861
  nChanged 1731
		SP:Iteration 9Q (75582.380000 sec): 3 clusters
  Score: Raw -3818455.016548 + Penalty 3469.407264 = -3814985.609284
  nChanged 706
		SP:Iteration 10Q (75582.810000 sec): 3 clusters
  Score: Raw -3819138.377246 + Penalty 3469.407264 = -3815668.969982
  nChanged 224
		SP:Iteration 11Q (75583.270000 sec): 3 clusters
  Score: Raw -3819383.193426 + Penalty 3469.407264 = -3815913.786162
  nChanged 71
		SP:Iteration 12Q (75583.670000 sec): 3 clusters
  Score: Raw -3819484.362037 + Penalty 3469.407264 = -3816014.954773
  nChanged 29
		SP:Iteration 13Q (75584.110000 sec): 3 clusters
  Score: Raw -3819526.187379 + Penalty 3469.407264 = -3816056.780115
  nChanged 13
		SP:Iteration 14Q (75584.540000 sec): 3 clusters
  Score: Raw -3819544.642009 + Penalty 3469.407264 = -3816075.234745
  nChanged 6
		SP:Iteration 15Q (75584.970000 sec): 3 clusters
  Score: Raw -3819552.898939 + Penalty 3469.407264 = -3816083.491676
  nChanged 6
		SP:Iteration 16Q (75585.410000 sec): 3 clusters
  Score: Raw -3819559.240939 + Penalty 3469.407264 = -3816089.833675
  nChanged 4
		SP:Iteration 17Q (75585.810000 sec): 3 clusters
  Score: Raw -3819565.620050 + Penalty 3469.407264 = -3816096.212786
  nChanged 6
		SP:Iteration 18Q (75586.250000 sec): 3 clusters
  Score: Raw -3819576.007195 + Penalty 3469.407264 = -3816106.599932
  nChanged 3
		SP:Iteration 19Q (75586.670000 sec): 3 clusters
  Score: Raw -3819581.851835 + Penalty 3469.407264 = -3816112.444572
  nChanged 4
		SP:Iteration 20F (75587.060000 sec): 3 clusters
  Score: Raw -3819588.395429 + Penalty 3469.407264 = -3816118.988165
  nChanged 2
		SP:Iteration 21Q (75587.510000 sec): 3 clusters
  Score: Raw -3819593.373172 + Penalty 3469.407264 = -3816123.965908
  nChanged 1
		SP:Iteration 22Q (75587.960000 sec): 3 clusters
  Score: Raw -3819596.638494 + Penalty 3469.407264 = -3816127.231230
  nChanged 1
		SP:Iteration 23Q (75588.290000 sec): 3 clusters
  Score: Raw -3819597.173652 + Penalty 3469.407264 = -3816127.766388
  nChanged 0
		SP:Iteration 24F (75588.750000 sec): 3 clusters
  Score: Raw -3819597.173652 + Penalty 3469.407264 = -3816127.766388
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 16 (315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75588.860000 sec): 2 clusters
  Score: Raw -26248.493929 + Penalty 934.793054 = -25313.700875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75589.110000 sec): 3 clusters
  Score: Raw -26358.489152 + Penalty 1869.586108 = -24488.903044
  nChanged 61
		SP:Iteration 1F (75589.320000 sec): 3 clusters
  Score: Raw -26462.034616 + Penalty 1869.586108 = -24592.448508
  nChanged 9
		SP:Iteration 2Q (75589.450000 sec): 3 clusters
  Score: Raw -26473.829332 + Penalty 1869.586108 = -24604.243224
  nChanged 12
		SP:Iteration 3Q (75589.670000 sec): 3 clusters
  Score: Raw -26500.957551 + Penalty 1869.586108 = -24631.371443
  nChanged 19
		SP:Iteration 4F (75589.860000 sec): 3 clusters
  Score: Raw -26548.351832 + Penalty 1869.586108 = -24678.765724
  nChanged 15
		SP:Iteration 5Q (75590.010000 sec): 3 clusters
  Score: Raw -26593.019727 + Penalty 1869.586108 = -24723.433619
  nChanged 11
		SP:Iteration 6Q (75590.200000 sec): 3 clusters
  Score: Raw -26629.120110 + Penalty 1869.586108 = -24759.534002
  nChanged 7
		SP:Iteration 7Q (75590.370000 sec): 3 clusters
  Score: Raw -26662.192552 + Penalty 1869.586108 = -24792.606445
  nChanged 6
		SP:Iteration 8Q (75590.550000 sec): 3 clusters
  Score: Raw -26681.913480 + Penalty 1869.586108 = -24812.327373
  nChanged 6
		SP:Iteration 9Q (75590.660000 sec): 3 clusters
  Score: Raw -26710.389168 + Penalty 1869.586108 = -24840.803060
  nChanged 6
		SP:Iteration 10Q (75590.830000 sec): 3 clusters
  Score: Raw -26762.609871 + Penalty 1869.586108 = -24893.023763
  nChanged 3
		SP:Iteration 11Q (75590.990000 sec): 3 clusters
  Score: Raw -26775.905729 + Penalty 1869.586108 = -24906.319621
  nChanged 1
		SP:Iteration 12Q (75591.110000 sec): 3 clusters
  Score: Raw -26789.929914 + Penalty 1869.586108 = -24920.343806
  nChanged 1
		SP:Iteration 13Q (75591.270000 sec): 3 clusters
  Score: Raw -26798.810383 + Penalty 1869.586108 = -24929.224275
  nChanged 2
		SP:Iteration 14Q (75591.440000 sec): 3 clusters
  Score: Raw -26821.510028 + Penalty 1869.586108 = -24951.923920
  nChanged 0
		SP:Iteration 15F (75591.550000 sec): 3 clusters
  Score: Raw -26821.510028 + Penalty 1869.586108 = -24951.923920
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 17 (9510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75591.710000 sec): 2 clusters
  Score: Raw -724711.644970 + Penalty 1488.516113 = -723223.128858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75591.990000 sec): 3 clusters
  Score: Raw -719361.829224 + Penalty 2977.032226 = -716384.796998
  nChanged 4131
		SP:Iteration 1F (75592.210000 sec): 3 clusters
  Score: Raw -721875.621164 + Penalty 2977.032226 = -718898.588938
  nChanged 756
		SP:Iteration 2F (75592.490000 sec): 3 clusters
  Score: Raw -722447.348462 + Penalty 2977.032226 = -719470.316237
  nChanged 726
		SP:Iteration 3F (75592.720000 sec): 3 clusters
  Score: Raw -722999.817640 + Penalty 2977.032226 = -720022.785415
  nChanged 634
		SP:Iteration 4F (75592.930000 sec): 3 clusters
  Score: Raw -723412.725704 + Penalty 2977.032226 = -720435.693478
  nChanged 495
		SP:Iteration 5F (75593.190000 sec): 3 clusters
  Score: Raw -723677.332230 + Penalty 2977.032226 = -720700.300004
  nChanged 377
		SP:Iteration 6Q (75593.400000 sec): 3 clusters
  Score: Raw -723843.458336 + Penalty 2977.032226 = -720866.426111
  nChanged 280
		SP:Iteration 7Q (75593.620000 sec): 3 clusters
  Score: Raw -723948.924719 + Penalty 2977.032226 = -720971.892494
  nChanged 232
		SP:Iteration 8Q (75593.890000 sec): 3 clusters
  Score: Raw -724016.005908 + Penalty 2977.032226 = -721038.973683
  nChanged 186
		SP:Iteration 9Q (75594.230000 sec): 3 clusters
  Score: Raw -724065.102742 + Penalty 2977.032226 = -721088.070516
  nChanged 159
		SP:Iteration 10Q (75594.520000 sec): 3 clusters
  Score: Raw -724102.188957 + Penalty 2977.032226 = -721125.156732
  nChanged 134
		SP:Iteration 11Q (75594.690000 sec): 3 clusters
  Score: Raw -724134.217510 + Penalty 2977.032226 = -721157.185284
  nChanged 112
		SP:Iteration 12Q (75594.950000 sec): 3 clusters
  Score: Raw -724161.073453 + Penalty 2977.032226 = -721184.041228
  nChanged 108
		SP:Iteration 13Q (75595.170000 sec): 3 clusters
  Score: Raw -724191.488526 + Penalty 2977.032226 = -721214.456301
  nChanged 116
		SP:Iteration 14Q (75595.400000 sec): 3 clusters
  Score: Raw -724218.826265 + Penalty 2977.032226 = -721241.794039
  nChanged 99
		SP:Iteration 15Q (75595.630000 sec): 3 clusters
  Score: Raw -724240.562968 + Penalty 2977.032226 = -721263.530743
  nChanged 84
		SP:Iteration 16Q (75595.870000 sec): 3 clusters
  Score: Raw -724257.098846 + Penalty 2977.032226 = -721280.066621
  nChanged 68
		SP:Iteration 17Q (75596.120000 sec): 3 clusters
  Score: Raw -724272.069788 + Penalty 2977.032226 = -721295.037562
  nChanged 65
		SP:Iteration 18Q (75596.330000 sec): 3 clusters
  Score: Raw -724290.323477 + Penalty 2977.032226 = -721313.291251
  nChanged 91
		SP:Iteration 19Q (75596.540000 sec): 3 clusters
  Score: Raw -724309.675602 + Penalty 2977.032226 = -721332.643377
  nChanged 78
		SP:Iteration 20F (75596.740000 sec): 3 clusters
  Score: Raw -724325.851437 + Penalty 2977.032226 = -721348.819211
  nChanged 64
		SP:Iteration 21Q (75596.990000 sec): 3 clusters
  Score: Raw -724341.647617 + Penalty 2977.032226 = -721364.615391
  nChanged 72
		SP:Iteration 22Q (75597.240000 sec): 3 clusters
  Score: Raw -724357.476514 + Penalty 2977.032226 = -721380.444288
  nChanged 75
		SP:Iteration 23Q (75597.450000 sec): 3 clusters
  Score: Raw -724384.832784 + Penalty 2977.032226 = -721407.800559
  nChanged 78
		SP:Iteration 24Q (75597.740000 sec): 3 clusters
  Score: Raw -724413.339118 + Penalty 2977.032226 = -721436.306892
  nChanged 96
		SP:Iteration 25Q (75597.970000 sec): 3 clusters
  Score: Raw -724440.795932 + Penalty 2977.032226 = -721463.763706
  nChanged 95
		SP:Iteration 26Q (75598.180000 sec): 3 clusters
  Score: Raw -724464.474267 + Penalty 2977.032226 = -721487.442042
  nChanged 72
		SP:Iteration 27Q (75598.410000 sec): 3 clusters
  Score: Raw -724481.673565 + Penalty 2977.032226 = -721504.641340
  nChanged 71
		SP:Iteration 28Q (75598.600000 sec): 3 clusters
  Score: Raw -724502.353582 + Penalty 2977.032226 = -721525.321357
  nChanged 83
		SP:Iteration 29Q (75598.840000 sec): 3 clusters
  Score: Raw -724524.199830 + Penalty 2977.032226 = -721547.167604
  nChanged 80
		SP:Iteration 30Q (75599.120000 sec): 3 clusters
  Score: Raw -724549.217407 + Penalty 2977.032226 = -721572.185181
  nChanged 94
		SP:Iteration 31Q (75599.340000 sec): 3 clusters
  Score: Raw -724584.256620 + Penalty 2977.032226 = -721607.224394
  nChanged 101
		SP:Iteration 32Q (75599.590000 sec): 3 clusters
  Score: Raw -724619.234296 + Penalty 2977.032226 = -721642.202070
  nChanged 94
		SP:Iteration 33Q (75599.880000 sec): 3 clusters
  Score: Raw -724650.846197 + Penalty 2977.032226 = -721673.813972
  nChanged 101
		SP:Iteration 34Q (75600.170000 sec): 3 clusters
  Score: Raw -724685.171178 + Penalty 2977.032226 = -721708.138953
  nChanged 111
		SP:Iteration 35Q (75600.420000 sec): 3 clusters
  Score: Raw -724719.385207 + Penalty 2977.032226 = -721742.352981
  nChanged 102
		SP:Iteration 36Q (75600.660000 sec): 3 clusters
  Score: Raw -724749.327129 + Penalty 2977.032226 = -721772.294904
  nChanged 104
		SP:Iteration 37Q (75600.980000 sec): 3 clusters
  Score: Raw -724786.484883 + Penalty 2977.032226 = -721809.452657
  nChanged 113
		SP:Iteration 38Q (75601.230000 sec): 3 clusters
  Score: Raw -724829.057094 + Penalty 2977.032226 = -721852.024869
  nChanged 129
		SP:Iteration 39Q (75601.510000 sec): 3 clusters
  Score: Raw -724879.594304 + Penalty 2977.032226 = -721902.562078
  nChanged 139
		SP:Iteration 40F (75601.760000 sec): 3 clusters
  Score: Raw -724942.853795 + Penalty 2977.032226 = -721965.821569
  nChanged 141
		SP:Iteration 41Q (75601.980000 sec): 3 clusters
  Score: Raw -725009.613925 + Penalty 2977.032226 = -722032.581700
  nChanged 149
		SP:Iteration 42Q (75602.200000 sec): 3 clusters
  Score: Raw -725081.636873 + Penalty 2977.032226 = -722104.604648
  nChanged 155
		SP:Iteration 43Q (75602.400000 sec): 3 clusters
  Score: Raw -725155.503289 + Penalty 2977.032226 = -722178.471064
  nChanged 131
		SP:Iteration 44Q (75602.670000 sec): 3 clusters
  Score: Raw -725210.662661 + Penalty 2977.032226 = -722233.630435
  nChanged 111
		SP:Iteration 45Q (75602.930000 sec): 3 clusters
  Score: Raw -725260.461752 + Penalty 2977.032226 = -722283.429526
  nChanged 95
		SP:Iteration 46Q (75603.180000 sec): 3 clusters
  Score: Raw -725296.153109 + Penalty 2977.032226 = -722319.120884
  nChanged 86
		SP:Iteration 47Q (75603.460000 sec): 3 clusters
  Score: Raw -725325.966932 + Penalty 2977.032226 = -722348.934707
  nChanged 67
		SP:Iteration 48Q (75603.650000 sec): 3 clusters
  Score: Raw -725350.183635 + Penalty 2977.032226 = -722373.151409
  nChanged 69
		SP:Iteration 49Q (75603.840000 sec): 3 clusters
  Score: Raw -725372.735570 + Penalty 2977.032226 = -722395.703344
  nChanged 58
		SP:Iteration 50Q (75604.070000 sec): 3 clusters
  Score: Raw -725394.288456 + Penalty 2977.032226 = -722417.256231
  nChanged 58
		SP:Iteration 51Q (75604.230000 sec): 3 clusters
  Score: Raw -725416.457814 + Penalty 2977.032226 = -722439.425588
  nChanged 65
		SP:Iteration 52Q (75604.460000 sec): 3 clusters
  Score: Raw -725436.479428 + Penalty 2977.032226 = -722459.447203
  nChanged 48
		SP:Iteration 53Q (75604.750000 sec): 3 clusters
  Score: Raw -725453.350207 + Penalty 2977.032226 = -722476.317981
  nChanged 61
		SP:Iteration 54Q (75604.980000 sec): 3 clusters
  Score: Raw -725473.677824 + Penalty 2977.032226 = -722496.645599
  nChanged 59
		SP:Iteration 55Q (75605.160000 sec): 3 clusters
  Score: Raw -725492.827802 + Penalty 2977.032226 = -722515.795576
  nChanged 52
		SP:Iteration 56Q (75605.380000 sec): 3 clusters
  Score: Raw -725509.684070 + Penalty 2977.032226 = -722532.651845
  nChanged 44
		SP:Iteration 57Q (75605.560000 sec): 3 clusters
  Score: Raw -725522.891488 + Penalty 2977.032226 = -722545.859263
  nChanged 42
		SP:Iteration 58Q (75605.720000 sec): 3 clusters
  Score: Raw -725537.056621 + Penalty 2977.032226 = -722560.024395
  nChanged 38
		SP:Iteration 59Q (75605.940000 sec): 3 clusters
  Score: Raw -725552.608563 + Penalty 2977.032226 = -722575.576337
  nChanged 37
		SP:Iteration 60F (75606.170000 sec): 3 clusters
  Score: Raw -725565.393765 + Penalty 2977.032226 = -722588.361539
  nChanged 33
		SP:Iteration 61Q (75606.440000 sec): 3 clusters
  Score: Raw -725575.693152 + Penalty 2977.032226 = -722598.660927
  nChanged 22
		SP:Iteration 62Q (75606.720000 sec): 3 clusters
  Score: Raw -725584.222180 + Penalty 2977.032226 = -722607.189954
  nChanged 25
		SP:Iteration 63Q (75606.900000 sec): 3 clusters
  Score: Raw -725597.119727 + Penalty 2977.032226 = -722620.087502
  nChanged 24
		SP:Iteration 64Q (75607.140000 sec): 3 clusters
  Score: Raw -725608.950295 + Penalty 2977.032226 = -722631.918069
  nChanged 25
		SP:Iteration 65Q (75607.300000 sec): 3 clusters
  Score: Raw -725617.074175 + Penalty 2977.032226 = -722640.041949
  nChanged 18
		SP:Iteration 66Q (75607.510000 sec): 3 clusters
  Score: Raw -725621.580063 + Penalty 2977.032226 = -722644.547838
  nChanged 14
		SP:Iteration 67Q (75607.700000 sec): 3 clusters
  Score: Raw -725624.224838 + Penalty 2977.032226 = -722647.192612
  nChanged 10
		SP:Iteration 68Q (75607.900000 sec): 3 clusters
  Score: Raw -725626.061531 + Penalty 2977.032226 = -722649.029305
  nChanged 7
		SP:Iteration 69Q (75608.130000 sec): 3 clusters
  Score: Raw -725627.642344 + Penalty 2977.032226 = -722650.610118
  nChanged 4
		SP:Iteration 70Q (75608.380000 sec): 3 clusters
  Score: Raw -725628.745297 + Penalty 2977.032226 = -722651.713072
  nChanged 5
		SP:Iteration 71Q (75608.540000 sec): 3 clusters
  Score: Raw -725630.162430 + Penalty 2977.032226 = -722653.130205
  nChanged 5
		SP:Iteration 72Q (75608.770000 sec): 3 clusters
  Score: Raw -725631.251932 + Penalty 2977.032226 = -722654.219706
  nChanged 4
		SP:Iteration 73Q (75608.960000 sec): 3 clusters
  Score: Raw -725632.407918 + Penalty 2977.032226 = -722655.375692
  nChanged 3
		SP:Iteration 74Q (75609.160000 sec): 3 clusters
  Score: Raw -725633.253740 + Penalty 2977.032226 = -722656.221514
  nChanged 6
		SP:Iteration 75Q (75609.380000 sec): 3 clusters
  Score: Raw -725634.866715 + Penalty 2977.032226 = -722657.834489
  nChanged 7
		SP:Iteration 76Q (75609.610000 sec): 3 clusters
  Score: Raw -725636.774227 + Penalty 2977.032226 = -722659.742002
  nChanged 5
		SP:Iteration 77Q (75609.860000 sec): 3 clusters
  Score: Raw -725637.839674 + Penalty 2977.032226 = -722660.807449
  nChanged 4
		SP:Iteration 78Q (75610.090000 sec): 3 clusters
  Score: Raw -725638.201626 + Penalty 2977.032226 = -722661.169401
  nChanged 2
		SP:Iteration 79Q (75610.310000 sec): 3 clusters
  Score: Raw -725638.448222 + Penalty 2977.032226 = -722661.415996
  nChanged 1
		SP:Iteration 80F (75610.530000 sec): 3 clusters
  Score: Raw -725638.477547 + Penalty 2977.032226 = -722661.445321
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 18 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75610.650000 sec): 2 clusters
  Score: Raw -43650.278698 + Penalty 1010.522519 = -42639.756178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75610.810000 sec): 3 clusters
  Score: Raw -43596.980581 + Penalty 2021.045039 = -41575.935543
  nChanged 115
		SP:Iteration 1F (75611.030000 sec): 3 clusters
  Score: Raw -43735.153030 + Penalty 2021.045039 = -41714.107991
  nChanged 30
		SP:Iteration 2F (75611.230000 sec): 3 clusters
  Score: Raw -43772.409574 + Penalty 2021.045039 = -41751.364535
  nChanged 9
		SP:Iteration 3Q (75611.390000 sec): 3 clusters
  Score: Raw -43782.589789 + Penalty 2021.045039 = -41761.544750
  nChanged 8
		SP:Iteration 4Q (75611.550000 sec): 3 clusters
  Score: Raw -43802.596586 + Penalty 2021.045039 = -41781.551547
  nChanged 5
		SP:Iteration 5Q (75611.710000 sec): 3 clusters
  Score: Raw -43817.597214 + Penalty 2021.045039 = -41796.552175
  nChanged 7
		SP:Iteration 6Q (75611.870000 sec): 3 clusters
  Score: Raw -43829.525518 + Penalty 2021.045039 = -41808.480479
  nChanged 5
		SP:Iteration 7Q (75612.050000 sec): 3 clusters
  Score: Raw -43839.172601 + Penalty 2021.045039 = -41818.127562
  nChanged 4
		SP:Iteration 8Q (75612.170000 sec): 3 clusters
  Score: Raw -43850.656741 + Penalty 2021.045039 = -41829.611702
  nChanged 7
		SP:Iteration 9Q (75612.370000 sec): 3 clusters
  Score: Raw -43860.540378 + Penalty 2021.045039 = -41839.495339
  nChanged 2
		SP:Iteration 10Q (75612.530000 sec): 3 clusters
  Score: Raw -43862.915023 + Penalty 2021.045039 = -41841.869984
  nChanged 1
		SP:Iteration 11Q (75612.690000 sec): 3 clusters
  Score: Raw -43865.587674 + Penalty 2021.045039 = -41844.542635
  nChanged 0
		SP:Iteration 12F (75612.850000 sec): 3 clusters
  Score: Raw -43865.587674 + Penalty 2021.045039 = -41844.542635
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 19 (171641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75613.820000 sec): 2 clusters
  Score: Raw -14822258.110872 + Penalty 1958.638559 = -14820299.472313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75614.900000 sec): 3 clusters
  Score: Raw -14708911.349627 + Penalty 3917.277119 = -14704994.072509
  nChanged 82872
		SP:Iteration 1F (75615.940000 sec): 3 clusters
  Score: Raw -14758321.322202 + Penalty 3917.277119 = -14754404.045083
  nChanged 5687
		SP:Iteration 2Q (75617.040000 sec): 3 clusters
  Score: Raw -14759827.778215 + Penalty 3917.277119 = -14755910.501096
  nChanged 6915
		SP:Iteration 3Q (75618.190000 sec): 3 clusters
  Score: Raw -14762088.187579 + Penalty 3917.277119 = -14758170.910460
  nChanged 8323
		SP:Iteration 4Q (75619.420000 sec): 3 clusters
  Score: Raw -14765490.649473 + Penalty 3917.277119 = -14761573.372355
  nChanged 10076
		SP:Iteration 5F (75620.560000 sec): 3 clusters
  Score: Raw -14770637.072688 + Penalty 3917.277119 = -14766719.795569
  nChanged 11961
		SP:Iteration 6F (75621.650000 sec): 3 clusters
  Score: Raw -14778221.133452 + Penalty 3917.277119 = -14774303.856333
  nChanged 13151
		SP:Iteration 7F (75622.720000 sec): 3 clusters
  Score: Raw -14788130.539196 + Penalty 3917.277119 = -14784213.262078
  nChanged 12828
		SP:Iteration 8F (75623.950000 sec): 3 clusters
  Score: Raw -14798796.270078 + Penalty 3917.277119 = -14794878.992959
  nChanged 10783
		SP:Iteration 9F (75625.090000 sec): 3 clusters
  Score: Raw -14808177.909610 + Penalty 3917.277119 = -14804260.632492
  nChanged 7720
		SP:Iteration 10Q (75626.380000 sec): 3 clusters
  Score: Raw -14814983.278511 + Penalty 3917.277119 = -14811066.001392
  nChanged 4667
		SP:Iteration 11Q (75627.680000 sec): 3 clusters
  Score: Raw -14819036.020641 + Penalty 3917.277119 = -14815118.743523
  nChanged 2334
		SP:Iteration 12Q (75628.790000 sec): 3 clusters
  Score: Raw -14821054.440332 + Penalty 3917.277119 = -14817137.163213
  nChanged 980
		SP:Iteration 13Q (75629.900000 sec): 3 clusters
  Score: Raw -14821940.742850 + Penalty 3917.277119 = -14818023.465731
  nChanged 334
		SP:Iteration 14Q (75630.990000 sec): 3 clusters
  Score: Raw -14822239.031755 + Penalty 3917.277119 = -14818321.754636
  nChanged 122
		SP:Iteration 15Q (75632.060000 sec): 3 clusters
  Score: Raw -14822360.726963 + Penalty 3917.277119 = -14818443.449845
  nChanged 60
		SP:Iteration 16Q (75633.100000 sec): 3 clusters
  Score: Raw -14822423.900301 + Penalty 3917.277119 = -14818506.623183
  nChanged 31
		SP:Iteration 17Q (75634.260000 sec): 3 clusters
  Score: Raw -14822460.468775 + Penalty 3917.277119 = -14818543.191657
  nChanged 23
		SP:Iteration 18Q (75635.290000 sec): 3 clusters
  Score: Raw -14822488.145847 + Penalty 3917.277119 = -14818570.868728
  nChanged 18
		SP:Iteration 19Q (75636.250000 sec): 3 clusters
  Score: Raw -14822508.266570 + Penalty 3917.277119 = -14818590.989451
  nChanged 9
		SP:Iteration 20F (75637.410000 sec): 3 clusters
  Score: Raw -14822517.117761 + Penalty 3917.277119 = -14818599.840642
  nChanged 10
		SP:Iteration 21Q (75638.570000 sec): 3 clusters
  Score: Raw -14822528.305454 + Penalty 3917.277119 = -14818611.028336
  nChanged 6
		SP:Iteration 22Q (75639.640000 sec): 3 clusters
  Score: Raw -14822533.548590 + Penalty 3917.277119 = -14818616.271472
  nChanged 5
		SP:Iteration 23Q (75640.690000 sec): 3 clusters
  Score: Raw -14822543.713223 + Penalty 3917.277119 = -14818626.436104
  nChanged 5
		SP:Iteration 24Q (75641.710000 sec): 3 clusters
  Score: Raw -14822551.050394 + Penalty 3917.277119 = -14818633.773275
  nChanged 5
		SP:Iteration 25Q (75642.790000 sec): 3 clusters
  Score: Raw -14822555.644557 + Penalty 3917.277119 = -14818638.367438
  nChanged 2
		SP:Iteration 26Q (75643.870000 sec): 3 clusters
  Score: Raw -14822557.302488 + Penalty 3917.277119 = -14818640.025370
  nChanged 1
		SP:Iteration 27Q (75644.890000 sec): 3 clusters
  Score: Raw -14822557.968885 + Penalty 3917.277119 = -14818640.691766
  nChanged 0
		SP:Iteration 28F (75646.060000 sec): 3 clusters
  Score: Raw -14822557.968885 + Penalty 3917.277119 = -14818640.691766
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 20 (472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75646.280000 sec): 2 clusters
  Score: Raw -39501.348692 + Penalty 1000.509085 = -38500.839607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75646.510000 sec): 3 clusters
  Score: Raw -39453.625644 + Penalty 2001.018170 = -37452.607474
  nChanged 99
		SP:Iteration 1F (75646.620000 sec): 3 clusters
  Score: Raw -39603.052556 + Penalty 2001.018170 = -37602.034386
  nChanged 26
		SP:Iteration 2F (75646.800000 sec): 3 clusters
  Score: Raw -39642.598104 + Penalty 2001.018170 = -37641.579933
  nChanged 14
		SP:Iteration 3Q (75646.980000 sec): 3 clusters
  Score: Raw -39663.628720 + Penalty 2001.018170 = -37662.610550
  nChanged 6
		SP:Iteration 4Q (75647.110000 sec): 3 clusters
  Score: Raw -39673.153516 + Penalty 2001.018170 = -37672.135346
  nChanged 4
		SP:Iteration 5Q (75647.300000 sec): 3 clusters
  Score: Raw -39677.420872 + Penalty 2001.018170 = -37676.402702
  nChanged 3
		SP:Iteration 6Q (75647.490000 sec): 3 clusters
  Score: Raw -39678.828410 + Penalty 2001.018170 = -37677.810240
  nChanged 1
		SP:Iteration 7Q (75647.620000 sec): 3 clusters
  Score: Raw -39679.391181 + Penalty 2001.018170 = -37678.373010
  nChanged 0
		SP:Iteration 8F (75647.780000 sec): 3 clusters
  Score: Raw -39679.391181 + Penalty 2001.018170 = -37678.373010
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 21 (2671 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75647.940000 sec): 2 clusters
  Score: Raw -190402.203594 + Penalty 1282.158835 = -189120.044759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75648.160000 sec): 3 clusters
  Score: Raw -189227.305730 + Penalty 2564.317669 = -186662.988061
  nChanged 1008
		SP:Iteration 1F (75648.420000 sec): 3 clusters
  Score: Raw -189916.928904 + Penalty 2564.317669 = -187352.611235
  nChanged 257
		SP:Iteration 2F (75648.630000 sec): 3 clusters
  Score: Raw -190167.217285 + Penalty 2564.317669 = -187602.899616
  nChanged 188
		SP:Iteration 3F (75648.810000 sec): 3 clusters
  Score: Raw -190344.163774 + Penalty 2564.317669 = -187779.846105
  nChanged 165
		SP:Iteration 4F (75649.000000 sec): 3 clusters
  Score: Raw -190486.994895 + Penalty 2564.317669 = -187922.677226
  nChanged 130
		SP:Iteration 5Q (75649.240000 sec): 3 clusters
  Score: Raw -190628.033335 + Penalty 2564.317669 = -188063.715666
  nChanged 121
		SP:Iteration 6Q (75649.410000 sec): 3 clusters
  Score: Raw -190737.101683 + Penalty 2564.317669 = -188172.784014
  nChanged 88
		SP:Iteration 7Q (75649.560000 sec): 3 clusters
  Score: Raw -190806.593326 + Penalty 2564.317669 = -188242.275657
  nChanged 86
		SP:Iteration 8Q (75649.750000 sec): 3 clusters
  Score: Raw -190874.107847 + Penalty 2564.317669 = -188309.790178
  nChanged 76
		SP:Iteration 9Q (75649.930000 sec): 3 clusters
  Score: Raw -190928.689032 + Penalty 2564.317669 = -188364.371363
  nChanged 40
		SP:Iteration 10Q (75650.120000 sec): 3 clusters
  Score: Raw -190949.221906 + Penalty 2564.317669 = -188384.904237
  nChanged 30
		SP:Iteration 11Q (75650.320000 sec): 3 clusters
  Score: Raw -190961.837314 + Penalty 2564.317669 = -188397.519645
  nChanged 20
		SP:Iteration 12Q (75650.510000 sec): 3 clusters
  Score: Raw -190970.308973 + Penalty 2564.317669 = -188405.991304
  nChanged 18
		SP:Iteration 13Q (75650.680000 sec): 3 clusters
  Score: Raw -190979.922896 + Penalty 2564.317669 = -188415.605227
  nChanged 15
		SP:Iteration 14Q (75650.930000 sec): 3 clusters
  Score: Raw -190988.203529 + Penalty 2564.317669 = -188423.885860
  nChanged 23
		SP:Iteration 15Q (75651.140000 sec): 3 clusters
  Score: Raw -191000.259714 + Penalty 2564.317669 = -188435.942045
  nChanged 19
		SP:Iteration 16Q (75651.360000 sec): 3 clusters
  Score: Raw -191011.130573 + Penalty 2564.317669 = -188446.812904
  nChanged 13
		SP:Iteration 17Q (75651.490000 sec): 3 clusters
  Score: Raw -191018.465914 + Penalty 2564.317669 = -188454.148245
  nChanged 9
		SP:Iteration 18Q (75651.710000 sec): 3 clusters
  Score: Raw -191022.581772 + Penalty 2564.317669 = -188458.264103
  nChanged 8
		SP:Iteration 19Q (75651.880000 sec): 3 clusters
  Score: Raw -191026.735603 + Penalty 2564.317669 = -188462.417934
  nChanged 12
		SP:Iteration 20F (75652.100000 sec): 3 clusters
  Score: Raw -191031.247237 + Penalty 2564.317669 = -188466.929568
  nChanged 11
		SP:Iteration 21Q (75652.280000 sec): 3 clusters
  Score: Raw -191034.526728 + Penalty 2564.317669 = -188470.209059
  nChanged 11
		SP:Iteration 22Q (75652.490000 sec): 3 clusters
  Score: Raw -191041.094045 + Penalty 2564.317669 = -188476.776376
  nChanged 14
		SP:Iteration 23Q (75652.700000 sec): 3 clusters
  Score: Raw -191046.394700 + Penalty 2564.317669 = -188482.077030
  nChanged 10
		SP:Iteration 24Q (75652.910000 sec): 3 clusters
  Score: Raw -191051.281446 + Penalty 2564.317669 = -188486.963777
  nChanged 9
		SP:Iteration 25Q (75653.100000 sec): 3 clusters
  Score: Raw -191055.270628 + Penalty 2564.317669 = -188490.952959
  nChanged 9
		SP:Iteration 26Q (75653.300000 sec): 3 clusters
  Score: Raw -191058.549887 + Penalty 2564.317669 = -188494.232217
  nChanged 7
		SP:Iteration 27Q (75653.500000 sec): 3 clusters
  Score: Raw -191060.337268 + Penalty 2564.317669 = -188496.019599
  nChanged 5
		SP:Iteration 28Q (75653.700000 sec): 3 clusters
  Score: Raw -191062.966647 + Penalty 2564.317669 = -188498.648978
  nChanged 3
		SP:Iteration 29Q (75653.880000 sec): 3 clusters
  Score: Raw -191063.997691 + Penalty 2564.317669 = -188499.680022
  nChanged 2
		SP:Iteration 30Q (75654.050000 sec): 3 clusters
  Score: Raw -191064.903359 + Penalty 2564.317669 = -188500.585690
  nChanged 3
		SP:Iteration 31Q (75654.200000 sec): 3 clusters
  Score: Raw -191065.489323 + Penalty 2564.317669 = -188501.171653
  nChanged 1
		SP:Iteration 32Q (75654.420000 sec): 3 clusters
  Score: Raw -191065.570429 + Penalty 2564.317669 = -188501.252760
  nChanged 1
		SP:Iteration 33Q (75654.530000 sec): 3 clusters
  Score: Raw -191065.805051 + Penalty 2564.317669 = -188501.487382
  nChanged 2
		SP:Iteration 34Q (75654.670000 sec): 3 clusters
  Score: Raw -191066.487116 + Penalty 2564.317669 = -188502.169447
  nChanged 1
		SP:Iteration 35Q (75654.820000 sec): 3 clusters
  Score: Raw -191067.000610 + Penalty 2564.317669 = -188502.682940
  nChanged 2
		SP:Iteration 36Q (75654.970000 sec): 3 clusters
  Score: Raw -191067.342878 + Penalty 2564.317669 = -188503.025208
  nChanged 1
		SP:Iteration 37Q (75655.130000 sec): 3 clusters
  Score: Raw -191067.584805 + Penalty 2564.317669 = -188503.267136
  nChanged 1
		SP:Iteration 38Q (75655.290000 sec): 3 clusters
  Score: Raw -191067.928750 + Penalty 2564.317669 = -188503.611081
  nChanged 0
		SP:Iteration 39F (75655.450000 sec): 3 clusters
  Score: Raw -191067.928750 + Penalty 2564.317669 = -188503.611081
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 22 (4603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75655.560000 sec): 2 clusters
  Score: Raw -370979.337044 + Penalty 1370.600326 = -369608.736718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75655.750000 sec): 3 clusters
  Score: Raw -368632.190207 + Penalty 2741.200652 = -365890.989555
  nChanged 1872
		SP:Iteration 1F (75655.940000 sec): 3 clusters
  Score: Raw -369621.695057 + Penalty 2741.200652 = -366880.494405
  nChanged 310
		SP:Iteration 2F (75656.100000 sec): 3 clusters
  Score: Raw -369789.004492 + Penalty 2741.200652 = -367047.803840
  nChanged 225
		SP:Iteration 3Q (75656.290000 sec): 3 clusters
  Score: Raw -369890.964164 + Penalty 2741.200652 = -367149.763513
  nChanged 182
		SP:Iteration 4Q (75656.420000 sec): 3 clusters
  Score: Raw -369963.803103 + Penalty 2741.200652 = -367222.602452
  nChanged 141
		SP:Iteration 5Q (75656.580000 sec): 3 clusters
  Score: Raw -370029.891670 + Penalty 2741.200652 = -367288.691018
  nChanged 118
		SP:Iteration 6Q (75656.730000 sec): 3 clusters
  Score: Raw -370077.256983 + Penalty 2741.200652 = -367336.056331
  nChanged 110
		SP:Iteration 7Q (75656.890000 sec): 3 clusters
  Score: Raw -370117.496332 + Penalty 2741.200652 = -367376.295681
  nChanged 89
		SP:Iteration 8Q (75657.050000 sec): 3 clusters
  Score: Raw -370152.290661 + Penalty 2741.200652 = -367411.090010
  nChanged 98
		SP:Iteration 9Q (75657.210000 sec): 3 clusters
  Score: Raw -370184.377048 + Penalty 2741.200652 = -367443.176396
  nChanged 78
		SP:Iteration 10Q (75657.350000 sec): 3 clusters
  Score: Raw -370211.643625 + Penalty 2741.200652 = -367470.442973
  nChanged 82
		SP:Iteration 11Q (75657.490000 sec): 3 clusters
  Score: Raw -370235.667343 + Penalty 2741.200652 = -367494.466691
  nChanged 67
		SP:Iteration 12Q (75657.640000 sec): 3 clusters
  Score: Raw -370257.130400 + Penalty 2741.200652 = -367515.929749
  nChanged 58
		SP:Iteration 13Q (75657.780000 sec): 3 clusters
  Score: Raw -370275.873765 + Penalty 2741.200652 = -367534.673113
  nChanged 66
		SP:Iteration 14Q (75657.920000 sec): 3 clusters
  Score: Raw -370292.385801 + Penalty 2741.200652 = -367551.185150
  nChanged 41
		SP:Iteration 15Q (75658.070000 sec): 3 clusters
  Score: Raw -370304.074974 + Penalty 2741.200652 = -367562.874322
  nChanged 35
		SP:Iteration 16Q (75658.220000 sec): 3 clusters
  Score: Raw -370312.635812 + Penalty 2741.200652 = -367571.435160
  nChanged 33
		SP:Iteration 17Q (75658.360000 sec): 3 clusters
  Score: Raw -370318.696225 + Penalty 2741.200652 = -367577.495573
  nChanged 23
		SP:Iteration 18Q (75658.500000 sec): 3 clusters
  Score: Raw -370323.097500 + Penalty 2741.200652 = -367581.896848
  nChanged 23
		SP:Iteration 19Q (75658.650000 sec): 3 clusters
  Score: Raw -370330.269037 + Penalty 2741.200652 = -367589.068385
  nChanged 25
		SP:Iteration 20F (75658.800000 sec): 3 clusters
  Score: Raw -370336.880588 + Penalty 2741.200652 = -367595.679936
  nChanged 30
		SP:Iteration 21Q (75658.940000 sec): 3 clusters
  Score: Raw -370342.810945 + Penalty 2741.200652 = -367601.610293
  nChanged 25
		SP:Iteration 22Q (75659.100000 sec): 3 clusters
  Score: Raw -370349.336557 + Penalty 2741.200652 = -367608.135905
  nChanged 28
		SP:Iteration 23Q (75659.260000 sec): 3 clusters
  Score: Raw -370355.735352 + Penalty 2741.200652 = -367614.534700
  nChanged 23
		SP:Iteration 24Q (75659.440000 sec): 3 clusters
  Score: Raw -370361.116253 + Penalty 2741.200652 = -367619.915601
  nChanged 28
		SP:Iteration 25Q (75659.570000 sec): 3 clusters
  Score: Raw -370368.829634 + Penalty 2741.200652 = -367627.628982
  nChanged 20
		SP:Iteration 26Q (75659.730000 sec): 3 clusters
  Score: Raw -370373.054624 + Penalty 2741.200652 = -367631.853972
  nChanged 17
		SP:Iteration 27Q (75659.890000 sec): 3 clusters
  Score: Raw -370378.058181 + Penalty 2741.200652 = -367636.857529
  nChanged 16
		SP:Iteration 28Q (75660.040000 sec): 3 clusters
  Score: Raw -370381.538757 + Penalty 2741.200652 = -367640.338105
  nChanged 15
		SP:Iteration 29Q (75660.240000 sec): 3 clusters
  Score: Raw -370385.046107 + Penalty 2741.200652 = -367643.845456
  nChanged 26
		SP:Iteration 30Q (75660.430000 sec): 3 clusters
  Score: Raw -370392.211411 + Penalty 2741.200652 = -367651.010759
  nChanged 28
		SP:Iteration 31Q (75660.550000 sec): 3 clusters
  Score: Raw -370401.459014 + Penalty 2741.200652 = -367660.258362
  nChanged 27
		SP:Iteration 32Q (75660.710000 sec): 3 clusters
  Score: Raw -370407.620357 + Penalty 2741.200652 = -367666.419705
  nChanged 28
		SP:Iteration 33Q (75660.860000 sec): 3 clusters
  Score: Raw -370414.667619 + Penalty 2741.200652 = -367673.466967
  nChanged 24
		SP:Iteration 34Q (75661.050000 sec): 3 clusters
  Score: Raw -370422.298101 + Penalty 2741.200652 = -367681.097449
  nChanged 26
		SP:Iteration 35Q (75661.220000 sec): 3 clusters
  Score: Raw -370428.547092 + Penalty 2741.200652 = -367687.346441
  nChanged 25
		SP:Iteration 36Q (75661.380000 sec): 3 clusters
  Score: Raw -370434.234277 + Penalty 2741.200652 = -367693.033625
  nChanged 16
		SP:Iteration 37Q (75661.520000 sec): 3 clusters
  Score: Raw -370438.272397 + Penalty 2741.200652 = -367697.071745
  nChanged 23
		SP:Iteration 38Q (75661.680000 sec): 3 clusters
  Score: Raw -370445.177502 + Penalty 2741.200652 = -367703.976850
  nChanged 15
		SP:Iteration 39Q (75661.830000 sec): 3 clusters
  Score: Raw -370449.232737 + Penalty 2741.200652 = -367708.032085
  nChanged 22
		SP:Iteration 40F (75661.990000 sec): 3 clusters
  Score: Raw -370454.566524 + Penalty 2741.200652 = -367713.365872
  nChanged 16
		SP:Iteration 41Q (75662.140000 sec): 3 clusters
  Score: Raw -370459.848463 + Penalty 2741.200652 = -367718.647811
  nChanged 19
		SP:Iteration 42Q (75662.300000 sec): 3 clusters
  Score: Raw -370465.397050 + Penalty 2741.200652 = -367724.196399
  nChanged 19
		SP:Iteration 43Q (75662.460000 sec): 3 clusters
  Score: Raw -370470.031996 + Penalty 2741.200652 = -367728.831344
  nChanged 19
		SP:Iteration 44Q (75662.620000 sec): 3 clusters
  Score: Raw -370474.437905 + Penalty 2741.200652 = -367733.237253
  nChanged 12
		SP:Iteration 45Q (75662.780000 sec): 3 clusters
  Score: Raw -370476.843404 + Penalty 2741.200652 = -367735.642753
  nChanged 15
		SP:Iteration 46Q (75662.930000 sec): 3 clusters
  Score: Raw -370480.306039 + Penalty 2741.200652 = -367739.105387
  nChanged 13
		SP:Iteration 47Q (75663.090000 sec): 3 clusters
  Score: Raw -370482.718548 + Penalty 2741.200652 = -367741.517896
  nChanged 19
		SP:Iteration 48Q (75663.250000 sec): 3 clusters
  Score: Raw -370487.684360 + Penalty 2741.200652 = -367746.483709
  nChanged 18
		SP:Iteration 49Q (75663.410000 sec): 3 clusters
  Score: Raw -370494.047630 + Penalty 2741.200652 = -367752.846978
  nChanged 33
		SP:Iteration 50Q (75663.560000 sec): 3 clusters
  Score: Raw -370503.178259 + Penalty 2741.200652 = -367761.977607
  nChanged 26
		SP:Iteration 51Q (75663.720000 sec): 3 clusters
  Score: Raw -370508.001159 + Penalty 2741.200652 = -367766.800508
  nChanged 12
		SP:Iteration 52Q (75663.900000 sec): 3 clusters
  Score: Raw -370509.900104 + Penalty 2741.200652 = -367768.699452
  nChanged 11
		SP:Iteration 53Q (75664.090000 sec): 3 clusters
  Score: Raw -370512.137998 + Penalty 2741.200652 = -367770.937346
  nChanged 11
		SP:Iteration 54Q (75664.290000 sec): 3 clusters
  Score: Raw -370514.184909 + Penalty 2741.200652 = -367772.984257
  nChanged 11
		SP:Iteration 55Q (75664.420000 sec): 3 clusters
  Score: Raw -370517.161799 + Penalty 2741.200652 = -367775.961147
  nChanged 13
		SP:Iteration 56Q (75664.580000 sec): 3 clusters
  Score: Raw -370520.171245 + Penalty 2741.200652 = -367778.970594
  nChanged 12
		SP:Iteration 57Q (75664.740000 sec): 3 clusters
  Score: Raw -370524.440244 + Penalty 2741.200652 = -367783.239592
  nChanged 13
		SP:Iteration 58Q (75664.900000 sec): 3 clusters
  Score: Raw -370527.847803 + Penalty 2741.200652 = -367786.647151
  nChanged 20
		SP:Iteration 59Q (75665.050000 sec): 3 clusters
  Score: Raw -370532.266367 + Penalty 2741.200652 = -367791.065715
  nChanged 18
		SP:Iteration 60F (75665.210000 sec): 3 clusters
  Score: Raw -370536.144664 + Penalty 2741.200652 = -367794.944013
  nChanged 15
		SP:Iteration 61Q (75665.370000 sec): 3 clusters
  Score: Raw -370539.133069 + Penalty 2741.200652 = -367797.932418
  nChanged 9
		SP:Iteration 62Q (75665.520000 sec): 3 clusters
  Score: Raw -370541.559497 + Penalty 2741.200652 = -367800.358845
  nChanged 17
		SP:Iteration 63Q (75665.680000 sec): 3 clusters
  Score: Raw -370546.064654 + Penalty 2741.200652 = -367804.864002
  nChanged 20
		SP:Iteration 64Q (75665.840000 sec): 3 clusters
  Score: Raw -370549.983518 + Penalty 2741.200652 = -367808.782867
  nChanged 11
		SP:Iteration 65Q (75666.020000 sec): 3 clusters
  Score: Raw -370552.311925 + Penalty 2741.200652 = -367811.111274
  nChanged 11
		SP:Iteration 66Q (75666.190000 sec): 3 clusters
  Score: Raw -370556.986390 + Penalty 2741.200652 = -367815.785738
  nChanged 18
		SP:Iteration 67Q (75666.360000 sec): 3 clusters
  Score: Raw -370562.024272 + Penalty 2741.200652 = -367820.823620
  nChanged 19
		SP:Iteration 68Q (75666.550000 sec): 3 clusters
  Score: Raw -370565.582487 + Penalty 2741.200652 = -367824.381835
  nChanged 19
		SP:Iteration 69Q (75666.680000 sec): 3 clusters
  Score: Raw -370569.710369 + Penalty 2741.200652 = -367828.509717
  nChanged 17
		SP:Iteration 70Q (75666.840000 sec): 3 clusters
  Score: Raw -370573.159889 + Penalty 2741.200652 = -367831.959237
  nChanged 12
		SP:Iteration 71Q (75667.000000 sec): 3 clusters
  Score: Raw -370575.146280 + Penalty 2741.200652 = -367833.945628
  nChanged 8
		SP:Iteration 72Q (75667.160000 sec): 3 clusters
  Score: Raw -370576.690043 + Penalty 2741.200652 = -367835.489391
  nChanged 12
		SP:Iteration 73Q (75667.310000 sec): 3 clusters
  Score: Raw -370578.556661 + Penalty 2741.200652 = -367837.356010
  nChanged 6
		SP:Iteration 74Q (75667.470000 sec): 3 clusters
  Score: Raw -370579.176815 + Penalty 2741.200652 = -367837.976163
  nChanged 4
		SP:Iteration 75Q (75667.620000 sec): 3 clusters
  Score: Raw -370579.773861 + Penalty 2741.200652 = -367838.573209
  nChanged 3
		SP:Iteration 76Q (75667.780000 sec): 3 clusters
  Score: Raw -370580.077707 + Penalty 2741.200652 = -367838.877056
  nChanged 2
		SP:Iteration 77Q (75667.940000 sec): 3 clusters
  Score: Raw -370580.388105 + Penalty 2741.200652 = -367839.187453
  nChanged 5
		SP:Iteration 78Q (75668.100000 sec): 3 clusters
  Score: Raw -370581.249261 + Penalty 2741.200652 = -367840.048609
  nChanged 5
		SP:Iteration 79Q (75668.250000 sec): 3 clusters
  Score: Raw -370581.926096 + Penalty 2741.200652 = -367840.725444
  nChanged 4
		SP:Iteration 80F (75668.410000 sec): 3 clusters
  Score: Raw -370582.640494 + Penalty 2741.200652 = -367841.439843
  nChanged 2
		SP:Iteration 81Q (75668.570000 sec): 3 clusters
  Score: Raw -370583.257213 + Penalty 2741.200652 = -367842.056561
  nChanged 3
		SP:Iteration 82Q (75668.720000 sec): 3 clusters
  Score: Raw -370583.809949 + Penalty 2741.200652 = -367842.609297
  nChanged 2
		SP:Iteration 83Q (75668.880000 sec): 3 clusters
  Score: Raw -370584.022493 + Penalty 2741.200652 = -367842.821841
  nChanged 2
		SP:Iteration 84Q (75669.040000 sec): 3 clusters
  Score: Raw -370584.195736 + Penalty 2741.200652 = -367842.995084
  nChanged 1
		SP:Iteration 85Q (75669.240000 sec): 3 clusters
  Score: Raw -370584.257664 + Penalty 2741.200652 = -367843.057012
  nChanged 1
		SP:Iteration 86Q (75669.360000 sec): 3 clusters
  Score: Raw -370584.383887 + Penalty 2741.200652 = -367843.183235
  nChanged 1
		SP:Iteration 87Q (75669.510000 sec): 3 clusters
  Score: Raw -370584.470333 + Penalty 2741.200652 = -367843.269681
  nChanged 0
		SP:Iteration 88F (75669.670000 sec): 3 clusters
  Score: Raw -370584.470333 + Penalty 2741.200652 = -367843.269681
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 23 (6055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75669.780000 sec): 2 clusters
  Score: Raw -501966.885288 + Penalty 1415.153944 = -500551.731344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75669.990000 sec): 3 clusters
  Score: Raw -498729.950556 + Penalty 2830.307888 = -495899.642668
  nChanged 2508
		SP:Iteration 1F (75670.150000 sec): 3 clusters
  Score: Raw -500140.942618 + Penalty 2830.307888 = -497310.634730
  nChanged 453
		SP:Iteration 2F (75670.360000 sec): 3 clusters
  Score: Raw -500381.400026 + Penalty 2830.307888 = -497551.092138
  nChanged 330
		SP:Iteration 3F (75670.540000 sec): 3 clusters
  Score: Raw -500532.366711 + Penalty 2830.307888 = -497702.058822
  nChanged 247
		SP:Iteration 4Q (75670.780000 sec): 3 clusters
  Score: Raw -500628.214395 + Penalty 2830.307888 = -497797.906507
  nChanged 200
		SP:Iteration 5Q (75670.960000 sec): 3 clusters
  Score: Raw -500704.913962 + Penalty 2830.307888 = -497874.606074
  nChanged 163
		SP:Iteration 6Q (75671.180000 sec): 3 clusters
  Score: Raw -500760.714947 + Penalty 2830.307888 = -497930.407059
  nChanged 141
		SP:Iteration 7Q (75671.420000 sec): 3 clusters
  Score: Raw -500814.947952 + Penalty 2830.307888 = -497984.640064
  nChanged 141
		SP:Iteration 8Q (75671.640000 sec): 3 clusters
  Score: Raw -500860.556495 + Penalty 2830.307888 = -498030.248607
  nChanged 112
		SP:Iteration 9Q (75671.860000 sec): 3 clusters
  Score: Raw -500896.680806 + Penalty 2830.307888 = -498066.372918
  nChanged 98
		SP:Iteration 10Q (75672.040000 sec): 3 clusters
  Score: Raw -500922.583836 + Penalty 2830.307888 = -498092.275948
  nChanged 77
		SP:Iteration 11Q (75672.260000 sec): 3 clusters
  Score: Raw -500946.170916 + Penalty 2830.307888 = -498115.863028
  nChanged 75
		SP:Iteration 12Q (75672.500000 sec): 3 clusters
  Score: Raw -500968.151640 + Penalty 2830.307888 = -498137.843752
  nChanged 67
		SP:Iteration 13Q (75672.680000 sec): 3 clusters
  Score: Raw -500987.952584 + Penalty 2830.307888 = -498157.644696
  nChanged 73
		SP:Iteration 14Q (75672.840000 sec): 3 clusters
  Score: Raw -501009.201904 + Penalty 2830.307888 = -498178.894016
  nChanged 62
		SP:Iteration 15Q (75673.100000 sec): 3 clusters
  Score: Raw -501025.762864 + Penalty 2830.307888 = -498195.454976
  nChanged 52
		SP:Iteration 16Q (75673.270000 sec): 3 clusters
  Score: Raw -501038.100996 + Penalty 2830.307888 = -498207.793108
  nChanged 43
		SP:Iteration 17Q (75673.430000 sec): 3 clusters
  Score: Raw -501050.446400 + Penalty 2830.307888 = -498220.138512
  nChanged 60
		SP:Iteration 18Q (75673.630000 sec): 3 clusters
  Score: Raw -501064.716302 + Penalty 2830.307888 = -498234.408413
  nChanged 61
		SP:Iteration 19Q (75673.830000 sec): 3 clusters
  Score: Raw -501081.890399 + Penalty 2830.307888 = -498251.582511
  nChanged 66
		SP:Iteration 20F (75674.030000 sec): 3 clusters
  Score: Raw -501099.993364 + Penalty 2830.307888 = -498269.685476
  nChanged 75
		SP:Iteration 21Q (75674.240000 sec): 3 clusters
  Score: Raw -501120.630141 + Penalty 2830.307888 = -498290.322253
  nChanged 76
		SP:Iteration 22Q (75674.420000 sec): 3 clusters
  Score: Raw -501140.391247 + Penalty 2830.307888 = -498310.083358
  nChanged 76
		SP:Iteration 23Q (75674.630000 sec): 3 clusters
  Score: Raw -501163.413151 + Penalty 2830.307888 = -498333.105263
  nChanged 77
		SP:Iteration 24Q (75674.800000 sec): 3 clusters
  Score: Raw -501187.796996 + Penalty 2830.307888 = -498357.489107
  nChanged 80
		SP:Iteration 25Q (75675.020000 sec): 3 clusters
  Score: Raw -501216.329414 + Penalty 2830.307888 = -498386.021526
  nChanged 78
		SP:Iteration 26Q (75675.270000 sec): 3 clusters
  Score: Raw -501240.166656 + Penalty 2830.307888 = -498409.858768
  nChanged 77
		SP:Iteration 27Q (75675.510000 sec): 3 clusters
  Score: Raw -501266.414258 + Penalty 2830.307888 = -498436.106370
  nChanged 80
		SP:Iteration 28Q (75675.680000 sec): 3 clusters
  Score: Raw -501292.664254 + Penalty 2830.307888 = -498462.356366
  nChanged 60
		SP:Iteration 29Q (75675.910000 sec): 3 clusters
  Score: Raw -501315.008935 + Penalty 2830.307888 = -498484.701047
  nChanged 66
		SP:Iteration 30Q (75676.150000 sec): 3 clusters
  Score: Raw -501338.101301 + Penalty 2830.307888 = -498507.793413
  nChanged 70
		SP:Iteration 31Q (75676.360000 sec): 3 clusters
  Score: Raw -501363.702328 + Penalty 2830.307888 = -498533.394439
  nChanged 69
		SP:Iteration 32Q (75676.630000 sec): 3 clusters
  Score: Raw -501388.021898 + Penalty 2830.307888 = -498557.714010
  nChanged 66
		SP:Iteration 33Q (75676.970000 sec): 3 clusters
  Score: Raw -501409.288572 + Penalty 2830.307888 = -498578.980684
  nChanged 66
		SP:Iteration 34Q (75677.200000 sec): 3 clusters
  Score: Raw -501431.557136 + Penalty 2830.307888 = -498601.249248
  nChanged 70
		SP:Iteration 35Q (75677.400000 sec): 3 clusters
  Score: Raw -501459.431844 + Penalty 2830.307888 = -498629.123955
  nChanged 83
		SP:Iteration 36Q (75677.620000 sec): 3 clusters
  Score: Raw -501497.564947 + Penalty 2830.307888 = -498667.257059
  nChanged 83
		SP:Iteration 37Q (75677.890000 sec): 3 clusters
  Score: Raw -501534.739768 + Penalty 2830.307888 = -498704.431880
  nChanged 82
		SP:Iteration 38Q (75678.060000 sec): 3 clusters
  Score: Raw -501572.636454 + Penalty 2830.307888 = -498742.328566
  nChanged 78
		SP:Iteration 39Q (75678.270000 sec): 3 clusters
  Score: Raw -501611.626791 + Penalty 2830.307888 = -498781.318902
  nChanged 77
		SP:Iteration 40F (75678.480000 sec): 3 clusters
  Score: Raw -501645.894974 + Penalty 2830.307888 = -498815.587086
  nChanged 69
		SP:Iteration 41Q (75678.720000 sec): 3 clusters
  Score: Raw -501676.842915 + Penalty 2830.307888 = -498846.535027
  nChanged 67
		SP:Iteration 42Q (75678.970000 sec): 3 clusters
  Score: Raw -501705.329583 + Penalty 2830.307888 = -498875.021695
  nChanged 67
		SP:Iteration 43Q (75679.170000 sec): 3 clusters
  Score: Raw -501734.406497 + Penalty 2830.307888 = -498904.098609
  nChanged 61
		SP:Iteration 44Q (75679.370000 sec): 3 clusters
  Score: Raw -501760.224582 + Penalty 2830.307888 = -498929.916694
  nChanged 56
		SP:Iteration 45Q (75679.580000 sec): 3 clusters
  Score: Raw -501783.841954 + Penalty 2830.307888 = -498953.534066
  nChanged 51
		SP:Iteration 46Q (75679.770000 sec): 3 clusters
  Score: Raw -501810.964552 + Penalty 2830.307888 = -498980.656664
  nChanged 52
		SP:Iteration 47Q (75679.940000 sec): 3 clusters
  Score: Raw -501837.538782 + Penalty 2830.307888 = -499007.230894
  nChanged 58
		SP:Iteration 48Q (75680.180000 sec): 3 clusters
  Score: Raw -501861.764822 + Penalty 2830.307888 = -499031.456933
  nChanged 39
		SP:Iteration 49Q (75680.370000 sec): 3 clusters
  Score: Raw -501879.612377 + Penalty 2830.307888 = -499049.304489
  nChanged 44
		SP:Iteration 50Q (75680.550000 sec): 3 clusters
  Score: Raw -501901.570168 + Penalty 2830.307888 = -499071.262279
  nChanged 39
		SP:Iteration 51Q (75680.740000 sec): 3 clusters
  Score: Raw -501929.434936 + Penalty 2830.307888 = -499099.127047
  nChanged 44
		SP:Iteration 52Q (75680.970000 sec): 3 clusters
  Score: Raw -501956.761166 + Penalty 2830.307888 = -499126.453278
  nChanged 41
		SP:Iteration 53Q (75681.130000 sec): 3 clusters
  Score: Raw -501979.778062 + Penalty 2830.307888 = -499149.470174
  nChanged 37
		SP:Iteration 54Q (75681.340000 sec): 3 clusters
  Score: Raw -502002.557286 + Penalty 2830.307888 = -499172.249397
  nChanged 30
		SP:Iteration 55Q (75681.660000 sec): 3 clusters
  Score: Raw -502022.238892 + Penalty 2830.307888 = -499191.931004
  nChanged 27
		SP:Iteration 56Q (75681.830000 sec): 3 clusters
  Score: Raw -502036.815509 + Penalty 2830.307888 = -499206.507621
  nChanged 24
		SP:Iteration 57Q (75682.020000 sec): 3 clusters
  Score: Raw -502051.364319 + Penalty 2830.307888 = -499221.056431
  nChanged 21
		SP:Iteration 58Q (75682.180000 sec): 3 clusters
  Score: Raw -502061.725877 + Penalty 2830.307888 = -499231.417989
  nChanged 21
		SP:Iteration 59Q (75682.320000 sec): 3 clusters
  Score: Raw -502075.147060 + Penalty 2830.307888 = -499244.839172
  nChanged 25
		SP:Iteration 60F (75682.490000 sec): 3 clusters
  Score: Raw -502089.926429 + Penalty 2830.307888 = -499259.618540
  nChanged 21
		SP:Iteration 61Q (75682.660000 sec): 3 clusters
  Score: Raw -502104.798010 + Penalty 2830.307888 = -499274.490121
  nChanged 16
		SP:Iteration 62Q (75682.850000 sec): 3 clusters
  Score: Raw -502115.020413 + Penalty 2830.307888 = -499284.712525
  nChanged 14
		SP:Iteration 63Q (75683.090000 sec): 3 clusters
  Score: Raw -502126.977912 + Penalty 2830.307888 = -499296.670024
  nChanged 18
		SP:Iteration 64Q (75683.320000 sec): 3 clusters
  Score: Raw -502139.217349 + Penalty 2830.307888 = -499308.909460
  nChanged 11
		SP:Iteration 65Q (75683.520000 sec): 3 clusters
  Score: Raw -502146.200418 + Penalty 2830.307888 = -499315.892530
  nChanged 13
		SP:Iteration 66Q (75683.700000 sec): 3 clusters
  Score: Raw -502154.425459 + Penalty 2830.307888 = -499324.117570
  nChanged 11
		SP:Iteration 67Q (75683.870000 sec): 3 clusters
  Score: Raw -502163.049777 + Penalty 2830.307888 = -499332.741889
  nChanged 15
		SP:Iteration 68Q (75684.080000 sec): 3 clusters
  Score: Raw -502175.433677 + Penalty 2830.307888 = -499345.125789
  nChanged 5
		SP:Iteration 69Q (75684.300000 sec): 3 clusters
  Score: Raw -502178.443031 + Penalty 2830.307888 = -499348.135142
  nChanged 4
		SP:Iteration 70Q (75684.520000 sec): 3 clusters
  Score: Raw -502181.078093 + Penalty 2830.307888 = -499350.770205
  nChanged 4
		SP:Iteration 71Q (75684.750000 sec): 3 clusters
  Score: Raw -502184.503390 + Penalty 2830.307888 = -499354.195502
  nChanged 6
		SP:Iteration 72Q (75684.920000 sec): 3 clusters
  Score: Raw -502189.126416 + Penalty 2830.307888 = -499358.818528
  nChanged 4
		SP:Iteration 73Q (75685.170000 sec): 3 clusters
  Score: Raw -502192.608596 + Penalty 2830.307888 = -499362.300707
  nChanged 4
		SP:Iteration 74Q (75685.390000 sec): 3 clusters
  Score: Raw -502194.352869 + Penalty 2830.307888 = -499364.044981
  nChanged 2
		SP:Iteration 75Q (75685.620000 sec): 3 clusters
  Score: Raw -502195.893617 + Penalty 2830.307888 = -499365.585729
  nChanged 2
		SP:Iteration 76Q (75685.880000 sec): 3 clusters
  Score: Raw -502198.044080 + Penalty 2830.307888 = -499367.736192
  nChanged 1
		SP:Iteration 77Q (75686.040000 sec): 3 clusters
  Score: Raw -502198.842537 + Penalty 2830.307888 = -499368.534649
  nChanged 2
		SP:Iteration 78Q (75686.240000 sec): 3 clusters
  Score: Raw -502199.725370 + Penalty 2830.307888 = -499369.417482
  nChanged 1
		SP:Iteration 79Q (75686.460000 sec): 3 clusters
  Score: Raw -502200.474797 + Penalty 2830.307888 = -499370.166909
  nChanged 2
		SP:Iteration 80F (75686.650000 sec): 3 clusters
  Score: Raw -502201.272571 + Penalty 2830.307888 = -499370.964683
  nChanged 2
		SP:Iteration 81Q (75686.850000 sec): 3 clusters
  Score: Raw -502202.251017 + Penalty 2830.307888 = -499371.943129
  nChanged 1
		SP:Iteration 82Q (75687.040000 sec): 3 clusters
  Score: Raw -502202.870171 + Penalty 2830.307888 = -499372.562282
  nChanged 1
		SP:Iteration 83Q (75687.250000 sec): 3 clusters
  Score: Raw -502203.046692 + Penalty 2830.307888 = -499372.738804
  nChanged 0
		SP:Iteration 84F (75687.470000 sec): 3 clusters
  Score: Raw -502203.046692 + Penalty 2830.307888 = -499372.738804
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 24 (77525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75688.030000 sec): 2 clusters
  Score: Raw -6771477.155170 + Penalty 1829.482808 = -6769647.672362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75688.680000 sec): 3 clusters
  Score: Raw -6721273.089302 + Penalty 3658.965617 = -6717614.123686
  nChanged 36942
		SP:Iteration 1F (75689.240000 sec): 3 clusters
  Score: Raw -6743152.114630 + Penalty 3658.965617 = -6739493.149013
  nChanged 3072
		SP:Iteration 2Q (75689.830000 sec): 3 clusters
  Score: Raw -6744161.400635 + Penalty 3658.965617 = -6740502.435019
  nChanged 3260
		SP:Iteration 3Q (75690.480000 sec): 3 clusters
  Score: Raw -6745384.357207 + Penalty 3658.965617 = -6741725.391590
  nChanged 3466
		SP:Iteration 4Q (75691.120000 sec): 3 clusters
  Score: Raw -6746958.621606 + Penalty 3658.965617 = -6743299.655990
  nChanged 3889
		SP:Iteration 5F (75691.750000 sec): 3 clusters
  Score: Raw -6748982.001550 + Penalty 3658.965617 = -6745323.035933
  nChanged 4237
		SP:Iteration 6F (75692.370000 sec): 3 clusters
  Score: Raw -6751601.069172 + Penalty 3658.965617 = -6747942.103556
  nChanged 4551
		SP:Iteration 7F (75692.970000 sec): 3 clusters
  Score: Raw -6754719.224045 + Penalty 3658.965617 = -6751060.258429
  nChanged 4315
		SP:Iteration 8F (75693.580000 sec): 3 clusters
  Score: Raw -6757644.715117 + Penalty 3658.965617 = -6753985.749500
  nChanged 3623
		SP:Iteration 9Q (75694.180000 sec): 3 clusters
  Score: Raw -6759930.319920 + Penalty 3658.965617 = -6756271.354303
  nChanged 2923
		SP:Iteration 10Q (75694.740000 sec): 3 clusters
  Score: Raw -6761525.147980 + Penalty 3658.965617 = -6757866.182364
  nChanged 2294
		SP:Iteration 11Q (75695.350000 sec): 3 clusters
  Score: Raw -6762634.087294 + Penalty 3658.965617 = -6758975.121677
  nChanged 1936
		SP:Iteration 12Q (75695.900000 sec): 3 clusters
  Score: Raw -6763544.004638 + Penalty 3658.965617 = -6759885.039021
  nChanged 1836
		SP:Iteration 13Q (75696.450000 sec): 3 clusters
  Score: Raw -6764454.366275 + Penalty 3658.965617 = -6760795.400658
  nChanged 1846
		SP:Iteration 14Q (75697.110000 sec): 3 clusters
  Score: Raw -6765428.597989 + Penalty 3658.965617 = -6761769.632372
  nChanged 1773
		SP:Iteration 15Q (75697.710000 sec): 3 clusters
  Score: Raw -6766456.910151 + Penalty 3658.965617 = -6762797.944534
  nChanged 1656
		SP:Iteration 16Q (75698.300000 sec): 3 clusters
  Score: Raw -6767492.997052 + Penalty 3658.965617 = -6763834.031435
  nChanged 1454
		SP:Iteration 17Q (75698.880000 sec): 3 clusters
  Score: Raw -6768419.533852 + Penalty 3658.965617 = -6764760.568235
  nChanged 1214
		SP:Iteration 18Q (75699.450000 sec): 3 clusters
  Score: Raw -6769218.443801 + Penalty 3658.965617 = -6765559.478184
  nChanged 1008
		SP:Iteration 19Q (75700.030000 sec): 3 clusters
  Score: Raw -6769903.123766 + Penalty 3658.965617 = -6766244.158149
  nChanged 807
		SP:Iteration 20F (75700.690000 sec): 3 clusters
  Score: Raw -6770462.603932 + Penalty 3658.965617 = -6766803.638315
  nChanged 588
		SP:Iteration 21Q (75701.300000 sec): 3 clusters
  Score: Raw -6770874.247093 + Penalty 3658.965617 = -6767215.281476
  nChanged 400
		SP:Iteration 22Q (75701.950000 sec): 3 clusters
  Score: Raw -6771154.637801 + Penalty 3658.965617 = -6767495.672184
  nChanged 247
		SP:Iteration 23Q (75702.580000 sec): 3 clusters
  Score: Raw -6771341.856238 + Penalty 3658.965617 = -6767682.890621
  nChanged 182
		SP:Iteration 24Q (75703.160000 sec): 3 clusters
  Score: Raw -6771478.147033 + Penalty 3658.965617 = -6767819.181416
  nChanged 114
		SP:Iteration 25Q (75703.770000 sec): 3 clusters
  Score: Raw -6771566.848256 + Penalty 3658.965617 = -6767907.882639
  nChanged 76
		SP:Iteration 26Q (75704.450000 sec): 3 clusters
  Score: Raw -6771626.558620 + Penalty 3658.965617 = -6767967.593003
  nChanged 46
		SP:Iteration 27Q (75705.100000 sec): 3 clusters
  Score: Raw -6771660.982613 + Penalty 3658.965617 = -6768002.016996
  nChanged 39
		SP:Iteration 28Q (75705.710000 sec): 3 clusters
  Score: Raw -6771693.093235 + Penalty 3658.965617 = -6768034.127618
  nChanged 29
		SP:Iteration 29Q (75706.350000 sec): 3 clusters
  Score: Raw -6771713.607803 + Penalty 3658.965617 = -6768054.642186
  nChanged 17
		SP:Iteration 30Q (75706.980000 sec): 3 clusters
  Score: Raw -6771725.883690 + Penalty 3658.965617 = -6768066.918073
  nChanged 12
		SP:Iteration 31Q (75707.580000 sec): 3 clusters
  Score: Raw -6771735.343073 + Penalty 3658.965617 = -6768076.377457
  nChanged 17
		SP:Iteration 32Q (75708.140000 sec): 3 clusters
  Score: Raw -6771748.667750 + Penalty 3658.965617 = -6768089.702133
  nChanged 14
		SP:Iteration 33Q (75708.780000 sec): 3 clusters
  Score: Raw -6771762.894827 + Penalty 3658.965617 = -6768103.929211
  nChanged 14
		SP:Iteration 34Q (75709.420000 sec): 3 clusters
  Score: Raw -6771770.717104 + Penalty 3658.965617 = -6768111.751487
  nChanged 4
		SP:Iteration 35Q (75710.000000 sec): 3 clusters
  Score: Raw -6771774.720723 + Penalty 3658.965617 = -6768115.755106
  nChanged 4
		SP:Iteration 36Q (75710.570000 sec): 3 clusters
  Score: Raw -6771778.685810 + Penalty 3658.965617 = -6768119.720194
  nChanged 7
		SP:Iteration 37Q (75711.160000 sec): 3 clusters
  Score: Raw -6771783.732373 + Penalty 3658.965617 = -6768124.766756
  nChanged 4
		SP:Iteration 38Q (75711.740000 sec): 3 clusters
  Score: Raw -6771786.383624 + Penalty 3658.965617 = -6768127.418007
  nChanged 5
		SP:Iteration 39Q (75712.360000 sec): 3 clusters
  Score: Raw -6771791.652751 + Penalty 3658.965617 = -6768132.687134
  nChanged 3
		SP:Iteration 40F (75712.980000 sec): 3 clusters
  Score: Raw -6771795.132689 + Penalty 3658.965617 = -6768136.167072
  nChanged 2
		SP:Iteration 41Q (75713.630000 sec): 3 clusters
  Score: Raw -6771795.907073 + Penalty 3658.965617 = -6768136.941457
  nChanged 0
		SP:Iteration 42F (75714.270000 sec): 3 clusters
  Score: Raw -6771795.907073 + Penalty 3658.965617 = -6768136.941457
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 25 (12899 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75714.450000 sec): 2 clusters
  Score: Raw -1149855.172190 + Penalty 1538.047074 = -1148317.125116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75714.670000 sec): 3 clusters
  Score: Raw -1142366.580842 + Penalty 3076.094147 = -1139290.486695
  nChanged 5634
		SP:Iteration 1F (75715.010000 sec): 3 clusters
  Score: Raw -1145424.496528 + Penalty 3076.094147 = -1142348.402381
  nChanged 748
		SP:Iteration 2F (75715.220000 sec): 3 clusters
  Score: Raw -1145705.473402 + Penalty 3076.094147 = -1142629.379255
  nChanged 638
		SP:Iteration 3Q (75715.460000 sec): 3 clusters
  Score: Raw -1145950.234430 + Penalty 3076.094147 = -1142874.140283
  nChanged 562
		SP:Iteration 4Q (75715.700000 sec): 3 clusters
  Score: Raw -1146195.101219 + Penalty 3076.094147 = -1143119.007072
  nChanged 583
		SP:Iteration 5Q (75716.000000 sec): 3 clusters
  Score: Raw -1146455.938471 + Penalty 3076.094147 = -1143379.844324
  nChanged 570
		SP:Iteration 6Q (75716.250000 sec): 3 clusters
  Score: Raw -1146731.851234 + Penalty 3076.094147 = -1143655.757087
  nChanged 595
		SP:Iteration 7Q (75716.470000 sec): 3 clusters
  Score: Raw -1147057.534121 + Penalty 3076.094147 = -1143981.439974
  nChanged 629
		SP:Iteration 8Q (75716.800000 sec): 3 clusters
  Score: Raw -1147455.703672 + Penalty 3076.094147 = -1144379.609525
  nChanged 674
		SP:Iteration 9F (75717.030000 sec): 3 clusters
  Score: Raw -1147974.859767 + Penalty 3076.094147 = -1144898.765620
  nChanged 642
		SP:Iteration 10Q (75717.310000 sec): 3 clusters
  Score: Raw -1148577.246186 + Penalty 3076.094147 = -1145501.152039
  nChanged 541
		SP:Iteration 11Q (75717.590000 sec): 3 clusters
  Score: Raw -1149169.702323 + Penalty 3076.094147 = -1146093.608176
  nChanged 412
		SP:Iteration 12Q (75717.870000 sec): 3 clusters
  Score: Raw -1149631.451263 + Penalty 3076.094147 = -1146555.357116
  nChanged 321
		SP:Iteration 13Q (75718.170000 sec): 3 clusters
  Score: Raw -1149940.233298 + Penalty 3076.094147 = -1146864.139151
  nChanged 210
		SP:Iteration 14Q (75718.450000 sec): 3 clusters
  Score: Raw -1150115.139348 + Penalty 3076.094147 = -1147039.045201
  nChanged 160
		SP:Iteration 15Q (75718.720000 sec): 3 clusters
  Score: Raw -1150221.622053 + Penalty 3076.094147 = -1147145.527906
  nChanged 110
		SP:Iteration 16Q (75718.910000 sec): 3 clusters
  Score: Raw -1150292.183606 + Penalty 3076.094147 = -1147216.089459
  nChanged 76
		SP:Iteration 17Q (75719.180000 sec): 3 clusters
  Score: Raw -1150334.159672 + Penalty 3076.094147 = -1147258.065524
  nChanged 56
		SP:Iteration 18Q (75719.440000 sec): 3 clusters
  Score: Raw -1150357.071957 + Penalty 3076.094147 = -1147280.977810
  nChanged 43
		SP:Iteration 19Q (75719.690000 sec): 3 clusters
  Score: Raw -1150375.698717 + Penalty 3076.094147 = -1147299.604570
  nChanged 39
		SP:Iteration 20F (75719.970000 sec): 3 clusters
  Score: Raw -1150393.364716 + Penalty 3076.094147 = -1147317.270569
  nChanged 36
		SP:Iteration 21Q (75720.190000 sec): 3 clusters
  Score: Raw -1150407.406317 + Penalty 3076.094147 = -1147331.312170
  nChanged 24
		SP:Iteration 22Q (75720.470000 sec): 3 clusters
  Score: Raw -1150416.225267 + Penalty 3076.094147 = -1147340.131120
  nChanged 16
		SP:Iteration 23Q (75720.710000 sec): 3 clusters
  Score: Raw -1150421.041677 + Penalty 3076.094147 = -1147344.947530
  nChanged 14
		SP:Iteration 24Q (75720.980000 sec): 3 clusters
  Score: Raw -1150425.011508 + Penalty 3076.094147 = -1147348.917361
  nChanged 9
		SP:Iteration 25Q (75721.220000 sec): 3 clusters
  Score: Raw -1150427.616694 + Penalty 3076.094147 = -1147351.522547
  nChanged 7
		SP:Iteration 26Q (75721.490000 sec): 3 clusters
  Score: Raw -1150429.691764 + Penalty 3076.094147 = -1147353.597617
  nChanged 9
		SP:Iteration 27Q (75721.730000 sec): 3 clusters
  Score: Raw -1150431.990361 + Penalty 3076.094147 = -1147355.896213
  nChanged 4
		SP:Iteration 28Q (75721.950000 sec): 3 clusters
  Score: Raw -1150433.674467 + Penalty 3076.094147 = -1147357.580320
  nChanged 4
		SP:Iteration 29Q (75722.230000 sec): 3 clusters
  Score: Raw -1150434.496427 + Penalty 3076.094147 = -1147358.402280
  nChanged 1
		SP:Iteration 30Q (75722.390000 sec): 3 clusters
  Score: Raw -1150435.050209 + Penalty 3076.094147 = -1147358.956062
  nChanged 1
		SP:Iteration 31Q (75722.630000 sec): 3 clusters
  Score: Raw -1150435.258898 + Penalty 3076.094147 = -1147359.164751
  nChanged 0
		SP:Iteration 32F (75722.810000 sec): 3 clusters
  Score: Raw -1150435.258898 + Penalty 3076.094147 = -1147359.164751
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 26 (53339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75723.200000 sec): 2 clusters
  Score: Raw -4626713.347894 + Penalty 1768.718746 = -4624944.629149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75723.650000 sec): 3 clusters
  Score: Raw -4592879.781413 + Penalty 3537.437491 = -4589342.343921
  nChanged 24969
		SP:Iteration 1F (75724.110000 sec): 3 clusters
  Score: Raw -4607463.461393 + Penalty 3537.437491 = -4603926.023902
  nChanged 2424
		SP:Iteration 2Q (75724.600000 sec): 3 clusters
  Score: Raw -4608437.849375 + Penalty 3537.437491 = -4604900.411884
  nChanged 2618
		SP:Iteration 3Q (75725.110000 sec): 3 clusters
  Score: Raw -4609774.361967 + Penalty 3537.437491 = -4606236.924476
  nChanged 2939
		SP:Iteration 4F (75725.530000 sec): 3 clusters
  Score: Raw -4611519.248304 + Penalty 3537.437491 = -4607981.810812
  nChanged 3127
		SP:Iteration 5F (75726.020000 sec): 3 clusters
  Score: Raw -4613504.865940 + Penalty 3537.437491 = -4609967.428449
  nChanged 3134
		SP:Iteration 6F (75726.440000 sec): 3 clusters
  Score: Raw -4615450.199132 + Penalty 3537.437491 = -4611912.761640
  nChanged 2871
		SP:Iteration 7F (75726.930000 sec): 3 clusters
  Score: Raw -4617096.126093 + Penalty 3537.437491 = -4613558.688602
  nChanged 2578
		SP:Iteration 8Q (75727.480000 sec): 3 clusters
  Score: Raw -4618526.981652 + Penalty 3537.437491 = -4614989.544161
  nChanged 2181
		SP:Iteration 9Q (75727.930000 sec): 3 clusters
  Score: Raw -4619740.722510 + Penalty 3537.437491 = -4616203.285019
  nChanged 1875
		SP:Iteration 10Q (75728.410000 sec): 3 clusters
  Score: Raw -4620771.628522 + Penalty 3537.437491 = -4617234.191031
  nChanged 1549
		SP:Iteration 11Q (75728.870000 sec): 3 clusters
  Score: Raw -4621646.827277 + Penalty 3537.437491 = -4618109.389786
  nChanged 1262
		SP:Iteration 12Q (75729.370000 sec): 3 clusters
  Score: Raw -4622281.893650 + Penalty 3537.437491 = -4618744.456159
  nChanged 1029
		SP:Iteration 13Q (75729.970000 sec): 3 clusters
  Score: Raw -4622800.620615 + Penalty 3537.437491 = -4619263.183124
  nChanged 855
		SP:Iteration 14Q (75730.430000 sec): 3 clusters
  Score: Raw -4623287.112912 + Penalty 3537.437491 = -4619749.675421
  nChanged 824
		SP:Iteration 15Q (75730.910000 sec): 3 clusters
  Score: Raw -4623708.957112 + Penalty 3537.437491 = -4620171.519621
  nChanged 770
		SP:Iteration 16Q (75731.440000 sec): 3 clusters
  Score: Raw -4624093.375524 + Penalty 3537.437491 = -4620555.938033
  nChanged 730
		SP:Iteration 17Q (75731.960000 sec): 3 clusters
  Score: Raw -4624441.504290 + Penalty 3537.437491 = -4620904.066799
  nChanged 649
		SP:Iteration 18Q (75732.500000 sec): 3 clusters
  Score: Raw -4624727.804701 + Penalty 3537.437491 = -4621190.367210
  nChanged 586
		SP:Iteration 19Q (75732.970000 sec): 3 clusters
  Score: Raw -4624982.232368 + Penalty 3537.437491 = -4621444.794877
  nChanged 560
		SP:Iteration 20F (75733.500000 sec): 3 clusters
  Score: Raw -4625219.509535 + Penalty 3537.437491 = -4621682.072044
  nChanged 489
		SP:Iteration 21Q (75734.000000 sec): 3 clusters
  Score: Raw -4625410.887340 + Penalty 3537.437491 = -4621873.449849
  nChanged 438
		SP:Iteration 22Q (75734.430000 sec): 3 clusters
  Score: Raw -4625574.754612 + Penalty 3537.437491 = -4622037.317121
  nChanged 422
		SP:Iteration 23Q (75734.900000 sec): 3 clusters
  Score: Raw -4625731.424172 + Penalty 3537.437491 = -4622193.986681
  nChanged 395
		SP:Iteration 24Q (75735.400000 sec): 3 clusters
  Score: Raw -4625870.189237 + Penalty 3537.437491 = -4622332.751746
  nChanged 361
		SP:Iteration 25Q (75735.870000 sec): 3 clusters
  Score: Raw -4625995.754566 + Penalty 3537.437491 = -4622458.317074
  nChanged 328
		SP:Iteration 26Q (75736.350000 sec): 3 clusters
  Score: Raw -4626097.247819 + Penalty 3537.437491 = -4622559.810328
  nChanged 273
		SP:Iteration 27Q (75736.800000 sec): 3 clusters
  Score: Raw -4626175.957764 + Penalty 3537.437491 = -4622638.520273
  nChanged 243
		SP:Iteration 28Q (75737.320000 sec): 3 clusters
  Score: Raw -4626243.606238 + Penalty 3537.437491 = -4622706.168747
  nChanged 226
		SP:Iteration 29Q (75737.840000 sec): 3 clusters
  Score: Raw -4626313.436334 + Penalty 3537.437491 = -4622775.998843
  nChanged 224
		SP:Iteration 30Q (75738.240000 sec): 3 clusters
  Score: Raw -4626387.417436 + Penalty 3537.437491 = -4622849.979945
  nChanged 223
		SP:Iteration 31Q (75738.790000 sec): 3 clusters
  Score: Raw -4626457.581671 + Penalty 3537.437491 = -4622920.144179
  nChanged 192
		SP:Iteration 32Q (75739.240000 sec): 3 clusters
  Score: Raw -4626513.737453 + Penalty 3537.437491 = -4622976.299962
  nChanged 174
		SP:Iteration 33Q (75739.710000 sec): 3 clusters
  Score: Raw -4626567.597949 + Penalty 3537.437491 = -4623030.160458
  nChanged 177
		SP:Iteration 34Q (75740.180000 sec): 3 clusters
  Score: Raw -4626626.877334 + Penalty 3537.437491 = -4623089.439843
  nChanged 173
		SP:Iteration 35Q (75740.620000 sec): 3 clusters
  Score: Raw -4626684.468276 + Penalty 3537.437491 = -4623147.030784
  nChanged 146
		SP:Iteration 36Q (75741.110000 sec): 3 clusters
  Score: Raw -4626733.622799 + Penalty 3537.437491 = -4623196.185308
  nChanged 123
		SP:Iteration 37Q (75741.560000 sec): 3 clusters
  Score: Raw -4626773.507175 + Penalty 3537.437491 = -4623236.069684
  nChanged 114
		SP:Iteration 38Q (75742.040000 sec): 3 clusters
  Score: Raw -4626810.120124 + Penalty 3537.437491 = -4623272.682632
  nChanged 100
		SP:Iteration 39Q (75742.520000 sec): 3 clusters
  Score: Raw -4626844.803303 + Penalty 3537.437491 = -4623307.365812
  nChanged 118
		SP:Iteration 40F (75742.980000 sec): 3 clusters
  Score: Raw -4626892.533182 + Penalty 3537.437491 = -4623355.095691
  nChanged 106
		SP:Iteration 41Q (75743.480000 sec): 3 clusters
  Score: Raw -4626933.240331 + Penalty 3537.437491 = -4623395.802839
  nChanged 74
		SP:Iteration 42Q (75743.920000 sec): 3 clusters
  Score: Raw -4626958.981656 + Penalty 3537.437491 = -4623421.544165
  nChanged 71
		SP:Iteration 43Q (75744.400000 sec): 3 clusters
  Score: Raw -4626982.609161 + Penalty 3537.437491 = -4623445.171670
  nChanged 64
		SP:Iteration 44Q (75744.880000 sec): 3 clusters
  Score: Raw -4627003.533780 + Penalty 3537.437491 = -4623466.096289
  nChanged 42
		SP:Iteration 45Q (75745.410000 sec): 3 clusters
  Score: Raw -4627015.323612 + Penalty 3537.437491 = -4623477.886120
  nChanged 35
		SP:Iteration 46Q (75745.880000 sec): 3 clusters
  Score: Raw -4627024.632868 + Penalty 3537.437491 = -4623487.195377
  nChanged 39
		SP:Iteration 47Q (75746.360000 sec): 3 clusters
  Score: Raw -4627035.978325 + Penalty 3537.437491 = -4623498.540833
  nChanged 39
		SP:Iteration 48Q (75746.820000 sec): 3 clusters
  Score: Raw -4627047.921179 + Penalty 3537.437491 = -4623510.483687
  nChanged 23
		SP:Iteration 49Q (75747.240000 sec): 3 clusters
  Score: Raw -4627054.102215 + Penalty 3537.437491 = -4623516.664724
  nChanged 30
		SP:Iteration 50Q (75747.670000 sec): 3 clusters
  Score: Raw -4627063.057233 + Penalty 3537.437491 = -4623525.619742
  nChanged 24
		SP:Iteration 51Q (75748.110000 sec): 3 clusters
  Score: Raw -4627070.363090 + Penalty 3537.437491 = -4623532.925599
  nChanged 25
		SP:Iteration 52Q (75748.670000 sec): 3 clusters
  Score: Raw -4627079.089033 + Penalty 3537.437491 = -4623541.651542
  nChanged 26
		SP:Iteration 53Q (75749.130000 sec): 3 clusters
  Score: Raw -4627088.837848 + Penalty 3537.437491 = -4623551.400356
  nChanged 24
		SP:Iteration 54Q (75749.480000 sec): 3 clusters
  Score: Raw -4627097.507527 + Penalty 3537.437491 = -4623560.070036
  nChanged 21
		SP:Iteration 55Q (75749.890000 sec): 3 clusters
  Score: Raw -4627104.360879 + Penalty 3537.437491 = -4623566.923388
  nChanged 12
		SP:Iteration 56Q (75750.350000 sec): 3 clusters
  Score: Raw -4627107.789001 + Penalty 3537.437491 = -4623570.351509
  nChanged 7
		SP:Iteration 57Q (75750.830000 sec): 3 clusters
  Score: Raw -4627110.489950 + Penalty 3537.437491 = -4623573.052459
  nChanged 6
		SP:Iteration 58Q (75751.290000 sec): 3 clusters
  Score: Raw -4627113.856701 + Penalty 3537.437491 = -4623576.419210
  nChanged 11
		SP:Iteration 59Q (75751.780000 sec): 3 clusters
  Score: Raw -4627117.733444 + Penalty 3537.437491 = -4623580.295953
  nChanged 6
		SP:Iteration 60F (75752.240000 sec): 3 clusters
  Score: Raw -4627119.372462 + Penalty 3537.437491 = -4623581.934970
  nChanged 7
		SP:Iteration 61Q (75752.640000 sec): 3 clusters
  Score: Raw -4627121.075123 + Penalty 3537.437491 = -4623583.637632
  nChanged 7
		SP:Iteration 62Q (75753.140000 sec): 3 clusters
  Score: Raw -4627123.195047 + Penalty 3537.437491 = -4623585.757556
  nChanged 6
		SP:Iteration 63Q (75753.590000 sec): 3 clusters
  Score: Raw -4627124.430400 + Penalty 3537.437491 = -4623586.992909
  nChanged 5
		SP:Iteration 64Q (75754.050000 sec): 3 clusters
  Score: Raw -4627126.060660 + Penalty 3537.437491 = -4623588.623169
  nChanged 4
		SP:Iteration 65Q (75754.550000 sec): 3 clusters
  Score: Raw -4627127.041401 + Penalty 3537.437491 = -4623589.603910
  nChanged 2
		SP:Iteration 66Q (75755.010000 sec): 3 clusters
  Score: Raw -4627127.422410 + Penalty 3537.437491 = -4623589.984919
  nChanged 2
		SP:Iteration 67Q (75755.380000 sec): 3 clusters
  Score: Raw -4627127.885770 + Penalty 3537.437491 = -4623590.448279
  nChanged 0
		SP:Iteration 68F (75755.890000 sec): 3 clusters
  Score: Raw -4627127.885770 + Penalty 3537.437491 = -4623590.448279
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 27 (148734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75756.740000 sec): 2 clusters
  Score: Raw -12722133.885862 + Penalty 1935.361148 = -12720198.524714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75757.780000 sec): 3 clusters
  Score: Raw -12624352.035117 + Penalty 3870.722295 = -12620481.312822
  nChanged 71764
		SP:Iteration 1F (75758.820000 sec): 3 clusters
  Score: Raw -12666583.031494 + Penalty 3870.722295 = -12662712.309198
  nChanged 4888
		SP:Iteration 2Q (75759.950000 sec): 3 clusters
  Score: Raw -12667934.959208 + Penalty 3870.722295 = -12664064.236913
  nChanged 5534
		SP:Iteration 3Q (75761.120000 sec): 3 clusters
  Score: Raw -12669887.707952 + Penalty 3870.722295 = -12666016.985657
  nChanged 6782
		SP:Iteration 4Q (75762.280000 sec): 3 clusters
  Score: Raw -12673124.488163 + Penalty 3870.722295 = -12669253.765867
  nChanged 8666
		SP:Iteration 5F (75763.250000 sec): 3 clusters
  Score: Raw -12678573.486762 + Penalty 3870.722295 = -12674702.764467
  nChanged 10802
		SP:Iteration 6F (75764.310000 sec): 3 clusters
  Score: Raw -12686779.743968 + Penalty 3870.722295 = -12682909.021673
  nChanged 11756
		SP:Iteration 7F (75765.380000 sec): 3 clusters
  Score: Raw -12696856.438763 + Penalty 3870.722295 = -12692985.716467
  nChanged 10747
		SP:Iteration 8F (75766.460000 sec): 3 clusters
  Score: Raw -12706528.428968 + Penalty 3870.722295 = -12702657.706672
  nChanged 7988
		SP:Iteration 9F (75767.430000 sec): 3 clusters
  Score: Raw -12713720.591317 + Penalty 3870.722295 = -12709849.869022
  nChanged 5093
		SP:Iteration 10Q (75768.410000 sec): 3 clusters
  Score: Raw -12718110.536015 + Penalty 3870.722295 = -12714239.813720
  nChanged 2775
		SP:Iteration 11Q (75769.390000 sec): 3 clusters
  Score: Raw -12720350.444523 + Penalty 3870.722295 = -12716479.722228
  nChanged 1406
		SP:Iteration 12Q (75770.330000 sec): 3 clusters
  Score: Raw -12721394.439101 + Penalty 3870.722295 = -12717523.716806
  nChanged 670
		SP:Iteration 13Q (75771.360000 sec): 3 clusters
  Score: Raw -12721869.306839 + Penalty 3870.722295 = -12717998.584544
  nChanged 352
		SP:Iteration 14Q (75772.350000 sec): 3 clusters
  Score: Raw -12722116.870782 + Penalty 3870.722295 = -12718246.148487
  nChanged 183
		SP:Iteration 15Q (75773.370000 sec): 3 clusters
  Score: Raw -12722228.143495 + Penalty 3870.722295 = -12718357.421199
  nChanged 105
		SP:Iteration 16Q (75774.360000 sec): 3 clusters
  Score: Raw -12722290.458840 + Penalty 3870.722295 = -12718419.736545
  nChanged 68
		SP:Iteration 17Q (75775.310000 sec): 3 clusters
  Score: Raw -12722326.206122 + Penalty 3870.722295 = -12718455.483827
  nChanged 43
		SP:Iteration 18Q (75776.390000 sec): 3 clusters
  Score: Raw -12722351.560206 + Penalty 3870.722295 = -12718480.837911
  nChanged 26
		SP:Iteration 19Q (75777.340000 sec): 3 clusters
  Score: Raw -12722365.729716 + Penalty 3870.722295 = -12718495.007421
  nChanged 22
		SP:Iteration 20F (75778.410000 sec): 3 clusters
  Score: Raw -12722379.804142 + Penalty 3870.722295 = -12718509.081847
  nChanged 15
		SP:Iteration 21Q (75779.380000 sec): 3 clusters
  Score: Raw -12722391.920077 + Penalty 3870.722295 = -12718521.197782
  nChanged 21
		SP:Iteration 22Q (75780.400000 sec): 3 clusters
  Score: Raw -12722405.699777 + Penalty 3870.722295 = -12718534.977482
  nChanged 12
		SP:Iteration 23Q (75781.390000 sec): 3 clusters
  Score: Raw -12722414.814868 + Penalty 3870.722295 = -12718544.092573
  nChanged 12
		SP:Iteration 24Q (75782.280000 sec): 3 clusters
  Score: Raw -12722421.936829 + Penalty 3870.722295 = -12718551.214534
  nChanged 14
		SP:Iteration 25Q (75783.370000 sec): 3 clusters
  Score: Raw -12722429.431584 + Penalty 3870.722295 = -12718558.709289
  nChanged 3
		SP:Iteration 26Q (75784.310000 sec): 3 clusters
  Score: Raw -12722431.254494 + Penalty 3870.722295 = -12718560.532199
  nChanged 3
		SP:Iteration 27Q (75785.310000 sec): 3 clusters
  Score: Raw -12722433.457639 + Penalty 3870.722295 = -12718562.735343
  nChanged 4
		SP:Iteration 28Q (75786.420000 sec): 3 clusters
  Score: Raw -12722435.251370 + Penalty 3870.722295 = -12718564.529074
  nChanged 4
		SP:Iteration 29Q (75787.410000 sec): 3 clusters
  Score: Raw -12722438.797652 + Penalty 3870.722295 = -12718568.075357
  nChanged 4
		SP:Iteration 30Q (75788.470000 sec): 3 clusters
  Score: Raw -12722443.302850 + Penalty 3870.722295 = -12718572.580554
  nChanged 6
		SP:Iteration 31Q (75789.500000 sec): 3 clusters
  Score: Raw -12722449.477049 + Penalty 3870.722295 = -12718578.754753
  nChanged 4
		SP:Iteration 32Q (75790.450000 sec): 3 clusters
  Score: Raw -12722452.450724 + Penalty 3870.722295 = -12718581.728429
  nChanged 5
		SP:Iteration 33Q (75791.450000 sec): 3 clusters
  Score: Raw -12722455.126880 + Penalty 3870.722295 = -12718584.404585
  nChanged 1
		SP:Iteration 34Q (75792.460000 sec): 3 clusters
  Score: Raw -12722455.370550 + Penalty 3870.722295 = -12718584.648254
  nChanged 1
		SP:Iteration 35Q (75793.500000 sec): 3 clusters
  Score: Raw -12722456.244865 + Penalty 3870.722295 = -12718585.522569
  nChanged 0
		SP:Iteration 36F (75794.470000 sec): 3 clusters
  Score: Raw -12722456.244865 + Penalty 3870.722295 = -12718585.522569
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 28 (6264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75794.700000 sec): 2 clusters
  Score: Raw -523010.458198 + Penalty 1420.668314 = -521589.789884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75794.990000 sec): 3 clusters
  Score: Raw -519640.530555 + Penalty 2841.336627 = -516799.193928
  nChanged 2591
		SP:Iteration 1F (75795.180000 sec): 3 clusters
  Score: Raw -521134.501397 + Penalty 2841.336627 = -518293.164770
  nChanged 514
		SP:Iteration 2F (75795.390000 sec): 3 clusters
  Score: Raw -521481.765153 + Penalty 2841.336627 = -518640.428526
  nChanged 472
		SP:Iteration 3F (75795.610000 sec): 3 clusters
  Score: Raw -521828.807970 + Penalty 2841.336627 = -518987.471343
  nChanged 394
		SP:Iteration 4F (75795.810000 sec): 3 clusters
  Score: Raw -522103.240926 + Penalty 2841.336627 = -519261.904299
  nChanged 337
		SP:Iteration 5F (75796.010000 sec): 3 clusters
  Score: Raw -522352.661408 + Penalty 2841.336627 = -519511.324780
  nChanged 304
		SP:Iteration 6Q (75796.210000 sec): 3 clusters
  Score: Raw -522591.371654 + Penalty 2841.336627 = -519750.035027
  nChanged 275
		SP:Iteration 7Q (75796.390000 sec): 3 clusters
  Score: Raw -522776.389891 + Penalty 2841.336627 = -519935.053264
  nChanged 207
		SP:Iteration 8Q (75796.590000 sec): 3 clusters
  Score: Raw -522907.728500 + Penalty 2841.336627 = -520066.391873
  nChanged 170
		SP:Iteration 9Q (75796.780000 sec): 3 clusters
  Score: Raw -523009.635795 + Penalty 2841.336627 = -520168.299168
  nChanged 160
		SP:Iteration 10Q (75796.980000 sec): 3 clusters
  Score: Raw -523115.241821 + Penalty 2841.336627 = -520273.905193
  nChanged 168
		SP:Iteration 11Q (75797.190000 sec): 3 clusters
  Score: Raw -523240.630423 + Penalty 2841.336627 = -520399.293796
  nChanged 163
		SP:Iteration 12Q (75797.390000 sec): 3 clusters
  Score: Raw -523360.691690 + Penalty 2841.336627 = -520519.355063
  nChanged 137
		SP:Iteration 13Q (75797.590000 sec): 3 clusters
  Score: Raw -523452.163618 + Penalty 2841.336627 = -520610.826990
  nChanged 122
		SP:Iteration 14Q (75797.850000 sec): 3 clusters
  Score: Raw -523517.043620 + Penalty 2841.336627 = -520675.706992
  nChanged 88
		SP:Iteration 15Q (75798.110000 sec): 3 clusters
  Score: Raw -523561.643533 + Penalty 2841.336627 = -520720.306906
  nChanged 90
		SP:Iteration 16Q (75798.370000 sec): 3 clusters
  Score: Raw -523599.737994 + Penalty 2841.336627 = -520758.401366
  nChanged 69
		SP:Iteration 17Q (75798.590000 sec): 3 clusters
  Score: Raw -523627.630598 + Penalty 2841.336627 = -520786.293971
  nChanged 58
		SP:Iteration 18Q (75798.760000 sec): 3 clusters
  Score: Raw -523650.299082 + Penalty 2841.336627 = -520808.962455
  nChanged 60
		SP:Iteration 19Q (75798.950000 sec): 3 clusters
  Score: Raw -523669.157741 + Penalty 2841.336627 = -520827.821114
  nChanged 47
		SP:Iteration 20F (75799.190000 sec): 3 clusters
  Score: Raw -523689.719392 + Penalty 2841.336627 = -520848.382765
  nChanged 40
		SP:Iteration 21Q (75799.400000 sec): 3 clusters
  Score: Raw -523708.085972 + Penalty 2841.336627 = -520866.749344
  nChanged 51
		SP:Iteration 22Q (75799.640000 sec): 3 clusters
  Score: Raw -523730.136543 + Penalty 2841.336627 = -520888.799915
  nChanged 45
		SP:Iteration 23Q (75799.880000 sec): 3 clusters
  Score: Raw -523751.567110 + Penalty 2841.336627 = -520910.230483
  nChanged 52
		SP:Iteration 24Q (75800.170000 sec): 3 clusters
  Score: Raw -523773.307599 + Penalty 2841.336627 = -520931.970971
  nChanged 47
		SP:Iteration 25Q (75800.380000 sec): 3 clusters
  Score: Raw -523790.600292 + Penalty 2841.336627 = -520949.263664
  nChanged 42
		SP:Iteration 26Q (75800.590000 sec): 3 clusters
  Score: Raw -523808.360649 + Penalty 2841.336627 = -520967.024021
  nChanged 51
		SP:Iteration 27Q (75800.780000 sec): 3 clusters
  Score: Raw -523839.461211 + Penalty 2841.336627 = -520998.124584
  nChanged 53
		SP:Iteration 28Q (75800.960000 sec): 3 clusters
  Score: Raw -523879.016235 + Penalty 2841.336627 = -521037.679608
  nChanged 65
		SP:Iteration 29Q (75801.210000 sec): 3 clusters
  Score: Raw -523939.516169 + Penalty 2841.336627 = -521098.179542
  nChanged 68
		SP:Iteration 30Q (75801.370000 sec): 3 clusters
  Score: Raw -524040.992168 + Penalty 2841.336627 = -521199.655541
  nChanged 79
		SP:Iteration 31Q (75801.520000 sec): 3 clusters
  Score: Raw -524214.854789 + Penalty 2841.336627 = -521373.518162
  nChanged 81
		SP:Iteration 32Q (75801.710000 sec): 3 clusters
  Score: Raw -524308.251163 + Penalty 2841.336627 = -521466.914536
  nChanged 48
		SP:Iteration 33Q (75801.910000 sec): 3 clusters
  Score: Raw -524325.430816 + Penalty 2841.336627 = -521484.094189
  nChanged 20
		SP:Iteration 34Q (75802.090000 sec): 3 clusters
  Score: Raw -524330.409602 + Penalty 2841.336627 = -521489.072974
  nChanged 13
		SP:Iteration 35Q (75802.340000 sec): 3 clusters
  Score: Raw -524333.133388 + Penalty 2841.336627 = -521491.796761
  nChanged 4
		SP:Iteration 36Q (75802.510000 sec): 3 clusters
  Score: Raw -524333.758160 + Penalty 2841.336627 = -521492.421533
  nChanged 2
		SP:Iteration 37Q (75802.740000 sec): 3 clusters
  Score: Raw -524334.107882 + Penalty 2841.336627 = -521492.771254
  nChanged 1
		SP:Iteration 38Q (75802.970000 sec): 3 clusters
  Score: Raw -524334.329751 + Penalty 2841.336627 = -521492.993123
  nChanged 1
		SP:Iteration 39Q (75803.170000 sec): 3 clusters
  Score: Raw -524334.563636 + Penalty 2841.336627 = -521493.227009
  nChanged 0
		SP:Iteration 40F (75803.350000 sec): 3 clusters
  Score: Raw -524334.563636 + Penalty 2841.336627 = -521493.227009
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 29 (3617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75803.480000 sec): 2 clusters
  Score: Raw -283060.940393 + Penalty 1331.427538 = -281729.512855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75803.640000 sec): 3 clusters
  Score: Raw -281281.632067 + Penalty 2662.855075 = -278618.776992
  nChanged 1422
		SP:Iteration 1F (75803.770000 sec): 3 clusters
  Score: Raw -282148.752671 + Penalty 2662.855075 = -279485.897596
  nChanged 305
		SP:Iteration 2F (75803.950000 sec): 3 clusters
  Score: Raw -282409.196487 + Penalty 2662.855075 = -279746.341411
  nChanged 260
		SP:Iteration 3F (75804.110000 sec): 3 clusters
  Score: Raw -282623.471472 + Penalty 2662.855075 = -279960.616397
  nChanged 208
		SP:Iteration 4F (75804.260000 sec): 3 clusters
  Score: Raw -282774.006451 + Penalty 2662.855075 = -280111.151376
  nChanged 157
		SP:Iteration 5Q (75804.420000 sec): 3 clusters
  Score: Raw -282892.947124 + Penalty 2662.855075 = -280230.092048
  nChanged 144
		SP:Iteration 6Q (75804.580000 sec): 3 clusters
  Score: Raw -283014.985644 + Penalty 2662.855075 = -280352.130569
  nChanged 152
		SP:Iteration 7Q (75804.770000 sec): 3 clusters
  Score: Raw -283159.561862 + Penalty 2662.855075 = -280496.706787
  nChanged 145
		SP:Iteration 8Q (75804.970000 sec): 3 clusters
  Score: Raw -283290.425981 + Penalty 2662.855075 = -280627.570906
  nChanged 135
		SP:Iteration 9Q (75805.170000 sec): 3 clusters
  Score: Raw -283404.991568 + Penalty 2662.855075 = -280742.136493
  nChanged 104
		SP:Iteration 10Q (75805.370000 sec): 3 clusters
  Score: Raw -283489.128054 + Penalty 2662.855075 = -280826.272979
  nChanged 88
		SP:Iteration 11Q (75805.540000 sec): 3 clusters
  Score: Raw -283547.327009 + Penalty 2662.855075 = -280884.471934
  nChanged 75
		SP:Iteration 12Q (75805.680000 sec): 3 clusters
  Score: Raw -283594.671227 + Penalty 2662.855075 = -280931.816152
  nChanged 58
		SP:Iteration 13Q (75805.890000 sec): 3 clusters
  Score: Raw -283628.033368 + Penalty 2662.855075 = -280965.178292
  nChanged 45
		SP:Iteration 14Q (75806.030000 sec): 3 clusters
  Score: Raw -283651.013662 + Penalty 2662.855075 = -280988.158587
  nChanged 41
		SP:Iteration 15Q (75806.210000 sec): 3 clusters
  Score: Raw -283671.489065 + Penalty 2662.855075 = -281008.633990
  nChanged 43
		SP:Iteration 16Q (75806.360000 sec): 3 clusters
  Score: Raw -283693.175890 + Penalty 2662.855075 = -281030.320815
  nChanged 44
		SP:Iteration 17Q (75806.470000 sec): 3 clusters
  Score: Raw -283709.566816 + Penalty 2662.855075 = -281046.711740
  nChanged 34
		SP:Iteration 18Q (75806.610000 sec): 3 clusters
  Score: Raw -283722.439184 + Penalty 2662.855075 = -281059.584108
  nChanged 28
		SP:Iteration 19Q (75806.800000 sec): 3 clusters
  Score: Raw -283732.248620 + Penalty 2662.855075 = -281069.393544
  nChanged 15
		SP:Iteration 20F (75806.890000 sec): 3 clusters
  Score: Raw -283737.480679 + Penalty 2662.855075 = -281074.625604
  nChanged 12
		SP:Iteration 21Q (75807.020000 sec): 3 clusters
  Score: Raw -283740.126729 + Penalty 2662.855075 = -281077.271654
  nChanged 8
		SP:Iteration 22Q (75807.160000 sec): 3 clusters
  Score: Raw -283742.564145 + Penalty 2662.855075 = -281079.709070
  nChanged 7
		SP:Iteration 23Q (75807.290000 sec): 3 clusters
  Score: Raw -283745.528232 + Penalty 2662.855075 = -281082.673156
  nChanged 6
		SP:Iteration 24Q (75807.430000 sec): 3 clusters
  Score: Raw -283748.335408 + Penalty 2662.855075 = -281085.480333
  nChanged 8
		SP:Iteration 25Q (75807.580000 sec): 3 clusters
  Score: Raw -283751.838466 + Penalty 2662.855075 = -281088.983391
  nChanged 13
		SP:Iteration 26Q (75807.710000 sec): 3 clusters
  Score: Raw -283756.375984 + Penalty 2662.855075 = -281093.520909
  nChanged 8
		SP:Iteration 27Q (75807.890000 sec): 3 clusters
  Score: Raw -283759.545330 + Penalty 2662.855075 = -281096.690254
  nChanged 3
		SP:Iteration 28Q (75808.060000 sec): 3 clusters
  Score: Raw -283760.447105 + Penalty 2662.855075 = -281097.592030
  nChanged 3
		SP:Iteration 29Q (75808.230000 sec): 3 clusters
  Score: Raw -283761.736324 + Penalty 2662.855075 = -281098.881249
  nChanged 3
		SP:Iteration 30Q (75808.400000 sec): 3 clusters
  Score: Raw -283762.698406 + Penalty 2662.855075 = -281099.843330
  nChanged 3
		SP:Iteration 31Q (75808.570000 sec): 3 clusters
  Score: Raw -283763.393073 + Penalty 2662.855075 = -281100.537998
  nChanged 2
		SP:Iteration 32Q (75808.740000 sec): 3 clusters
  Score: Raw -283764.298336 + Penalty 2662.855075 = -281101.443261
  nChanged 2
		SP:Iteration 33Q (75808.910000 sec): 3 clusters
  Score: Raw -283764.527926 + Penalty 2662.855075 = -281101.672851
  nChanged 1
		SP:Iteration 34Q (75809.080000 sec): 3 clusters
  Score: Raw -283764.594840 + Penalty 2662.855075 = -281101.739764
  nChanged 2
		SP:Iteration 35Q (75809.250000 sec): 3 clusters
  Score: Raw -283765.322266 + Penalty 2662.855075 = -281102.467191
  nChanged 4
		SP:Iteration 36Q (75809.420000 sec): 3 clusters
  Score: Raw -283766.809006 + Penalty 2662.855075 = -281103.953931
  nChanged 5
		SP:Iteration 37Q (75809.600000 sec): 3 clusters
  Score: Raw -283767.746387 + Penalty 2662.855075 = -281104.891312
  nChanged 2
		SP:Iteration 38Q (75809.770000 sec): 3 clusters
  Score: Raw -283768.030675 + Penalty 2662.855075 = -281105.175599
  nChanged 1
		SP:Iteration 39Q (75809.940000 sec): 3 clusters
  Score: Raw -283768.290458 + Penalty 2662.855075 = -281105.435382
  nChanged 1
		SP:Iteration 40F (75810.120000 sec): 3 clusters
  Score: Raw -283768.432801 + Penalty 2662.855075 = -281105.577725
  nChanged 1
		SP:Iteration 41Q (75810.280000 sec): 3 clusters
  Score: Raw -283768.723683 + Penalty 2662.855075 = -281105.868608
  nChanged 3
		SP:Iteration 42Q (75810.430000 sec): 3 clusters
  Score: Raw -283769.308035 + Penalty 2662.855075 = -281106.452960
  nChanged 1
		SP:Iteration 43Q (75810.620000 sec): 3 clusters
  Score: Raw -283769.533084 + Penalty 2662.855075 = -281106.678009
  nChanged 0
		SP:Iteration 44F (75810.730000 sec): 3 clusters
  Score: Raw -283769.533084 + Penalty 2662.855075 = -281106.678009
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 30 (3881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75810.910000 sec): 2 clusters
  Score: Raw -333282.930275 + Penalty 1342.875321 = -331940.054953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75811.110000 sec): 3 clusters
  Score: Raw -331320.637085 + Penalty 2685.750643 = -328634.886443
  nChanged 1514
		SP:Iteration 1F (75811.270000 sec): 3 clusters
  Score: Raw -332133.352702 + Penalty 2685.750643 = -329447.602060
  nChanged 288
		SP:Iteration 2F (75811.520000 sec): 3 clusters
  Score: Raw -332300.604931 + Penalty 2685.750643 = -329614.854289
  nChanged 207
		SP:Iteration 3F (75811.750000 sec): 3 clusters
  Score: Raw -332426.466147 + Penalty 2685.750643 = -329740.715504
  nChanged 181
		SP:Iteration 4Q (75811.960000 sec): 3 clusters
  Score: Raw -332516.326519 + Penalty 2685.750643 = -329830.575877
  nChanged 149
		SP:Iteration 5Q (75812.190000 sec): 3 clusters
  Score: Raw -332592.951860 + Penalty 2685.750643 = -329907.201217
  nChanged 132
		SP:Iteration 6Q (75812.370000 sec): 3 clusters
  Score: Raw -332650.699302 + Penalty 2685.750643 = -329964.948659
  nChanged 105
		SP:Iteration 7Q (75812.560000 sec): 3 clusters
  Score: Raw -332701.655614 + Penalty 2685.750643 = -330015.904971
  nChanged 86
		SP:Iteration 8Q (75812.690000 sec): 3 clusters
  Score: Raw -332744.338122 + Penalty 2685.750643 = -330058.587479
  nChanged 84
		SP:Iteration 9Q (75812.830000 sec): 3 clusters
  Score: Raw -332784.857853 + Penalty 2685.750643 = -330099.107211
  nChanged 81
		SP:Iteration 10Q (75812.980000 sec): 3 clusters
  Score: Raw -332824.481179 + Penalty 2685.750643 = -330138.730536
  nChanged 87
		SP:Iteration 11Q (75813.120000 sec): 3 clusters
  Score: Raw -332869.812411 + Penalty 2685.750643 = -330184.061768
  nChanged 80
		SP:Iteration 12Q (75813.270000 sec): 3 clusters
  Score: Raw -332910.170484 + Penalty 2685.750643 = -330224.419841
  nChanged 77
		SP:Iteration 13Q (75813.430000 sec): 3 clusters
  Score: Raw -332947.252660 + Penalty 2685.750643 = -330261.502017
  nChanged 85
		SP:Iteration 14Q (75813.590000 sec): 3 clusters
  Score: Raw -333002.101953 + Penalty 2685.750643 = -330316.351310
  nChanged 94
		SP:Iteration 15Q (75813.750000 sec): 3 clusters
  Score: Raw -333063.267288 + Penalty 2685.750643 = -330377.516645
  nChanged 95
		SP:Iteration 16Q (75813.910000 sec): 3 clusters
  Score: Raw -333121.204086 + Penalty 2685.750643 = -330435.453444
  nChanged 89
		SP:Iteration 17Q (75814.070000 sec): 3 clusters
  Score: Raw -333177.078832 + Penalty 2685.750643 = -330491.328190
  nChanged 76
		SP:Iteration 18Q (75814.230000 sec): 3 clusters
  Score: Raw -333219.336251 + Penalty 2685.750643 = -330533.585608
  nChanged 47
		SP:Iteration 19Q (75814.390000 sec): 3 clusters
  Score: Raw -333249.644304 + Penalty 2685.750643 = -330563.893661
  nChanged 52
		SP:Iteration 20F (75814.550000 sec): 3 clusters
  Score: Raw -333287.053201 + Penalty 2685.750643 = -330601.302559
  nChanged 44
		SP:Iteration 21Q (75814.710000 sec): 3 clusters
  Score: Raw -333310.813050 + Penalty 2685.750643 = -330625.062408
  nChanged 27
		SP:Iteration 22Q (75814.870000 sec): 3 clusters
  Score: Raw -333327.971490 + Penalty 2685.750643 = -330642.220847
  nChanged 31
		SP:Iteration 23Q (75815.020000 sec): 3 clusters
  Score: Raw -333347.256294 + Penalty 2685.750643 = -330661.505651
  nChanged 25
		SP:Iteration 24Q (75815.180000 sec): 3 clusters
  Score: Raw -333362.425734 + Penalty 2685.750643 = -330676.675092
  nChanged 20
		SP:Iteration 25Q (75815.340000 sec): 3 clusters
  Score: Raw -333375.756789 + Penalty 2685.750643 = -330690.006147
  nChanged 18
		SP:Iteration 26Q (75815.500000 sec): 3 clusters
  Score: Raw -333389.497604 + Penalty 2685.750643 = -330703.746961
  nChanged 14
		SP:Iteration 27Q (75815.660000 sec): 3 clusters
  Score: Raw -333398.839539 + Penalty 2685.750643 = -330713.088896
  nChanged 11
		SP:Iteration 28Q (75815.820000 sec): 3 clusters
  Score: Raw -333405.256971 + Penalty 2685.750643 = -330719.506328
  nChanged 12
		SP:Iteration 29Q (75815.980000 sec): 3 clusters
  Score: Raw -333412.992915 + Penalty 2685.750643 = -330727.242273
  nChanged 7
		SP:Iteration 30Q (75816.130000 sec): 3 clusters
  Score: Raw -333417.800863 + Penalty 2685.750643 = -330732.050220
  nChanged 9
		SP:Iteration 31Q (75816.270000 sec): 3 clusters
  Score: Raw -333422.642075 + Penalty 2685.750643 = -330736.891433
  nChanged 7
		SP:Iteration 32Q (75816.420000 sec): 3 clusters
  Score: Raw -333427.625260 + Penalty 2685.750643 = -330741.874617
  nChanged 6
		SP:Iteration 33Q (75816.560000 sec): 3 clusters
  Score: Raw -333433.119121 + Penalty 2685.750643 = -330747.368479
  nChanged 6
		SP:Iteration 34Q (75816.710000 sec): 3 clusters
  Score: Raw -333438.268512 + Penalty 2685.750643 = -330752.517869
  nChanged 4
		SP:Iteration 35Q (75816.850000 sec): 3 clusters
  Score: Raw -333441.437903 + Penalty 2685.750643 = -330755.687261
  nChanged 5
		SP:Iteration 36Q (75817.000000 sec): 3 clusters
  Score: Raw -333445.064355 + Penalty 2685.750643 = -330759.313712
  nChanged 4
		SP:Iteration 37Q (75817.180000 sec): 3 clusters
  Score: Raw -333447.332485 + Penalty 2685.750643 = -330761.581842
  nChanged 2
		SP:Iteration 38Q (75817.320000 sec): 3 clusters
  Score: Raw -333448.410196 + Penalty 2685.750643 = -330762.659553
  nChanged 2
		SP:Iteration 39Q (75817.470000 sec): 3 clusters
  Score: Raw -333449.799854 + Penalty 2685.750643 = -330764.049212
  nChanged 1
		SP:Iteration 40F (75817.620000 sec): 3 clusters
  Score: Raw -333450.000175 + Penalty 2685.750643 = -330764.249532
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 31 (5858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75817.730000 sec): 2 clusters
  Score: Raw -463916.206639 + Penalty 1409.779073 = -462506.427566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75817.920000 sec): 3 clusters
  Score: Raw -460830.641389 + Penalty 2819.558146 = -458011.083242
  nChanged 2390
		SP:Iteration 1F (75818.050000 sec): 3 clusters
  Score: Raw -462158.353211 + Penalty 2819.558146 = -459338.795064
  nChanged 455
		SP:Iteration 2F (75818.190000 sec): 3 clusters
  Score: Raw -462447.888967 + Penalty 2819.558146 = -459628.330820
  nChanged 405
		SP:Iteration 3F (75818.330000 sec): 3 clusters
  Score: Raw -462720.533879 + Penalty 2819.558146 = -459900.975733
  nChanged 360
		SP:Iteration 4F (75818.480000 sec): 3 clusters
  Score: Raw -462987.685106 + Penalty 2819.558146 = -460168.126959
  nChanged 314
		SP:Iteration 5F (75818.630000 sec): 3 clusters
  Score: Raw -463248.596131 + Penalty 2819.558146 = -460429.037984
  nChanged 314
		SP:Iteration 6F (75818.790000 sec): 3 clusters
  Score: Raw -463539.931977 + Penalty 2819.558146 = -460720.373831
  nChanged 318
		SP:Iteration 7F (75818.940000 sec): 3 clusters
  Score: Raw -463859.129595 + Penalty 2819.558146 = -461039.571448
  nChanged 284
		SP:Iteration 8Q (75819.130000 sec): 3 clusters
  Score: Raw -464145.181047 + Penalty 2819.558146 = -461325.622900
  nChanged 237
		SP:Iteration 9Q (75819.330000 sec): 3 clusters
  Score: Raw -464335.428435 + Penalty 2819.558146 = -461515.870288
  nChanged 165
		SP:Iteration 10Q (75819.480000 sec): 3 clusters
  Score: Raw -464440.887002 + Penalty 2819.558146 = -461621.328856
  nChanged 123
		SP:Iteration 11Q (75819.660000 sec): 3 clusters
  Score: Raw -464510.211770 + Penalty 2819.558146 = -461690.653623
  nChanged 80
		SP:Iteration 12Q (75819.810000 sec): 3 clusters
  Score: Raw -464539.426923 + Penalty 2819.558146 = -461719.868776
  nChanged 50
		SP:Iteration 13Q (75819.960000 sec): 3 clusters
  Score: Raw -464557.254917 + Penalty 2819.558146 = -461737.696771
  nChanged 36
		SP:Iteration 14Q (75820.140000 sec): 3 clusters
  Score: Raw -464572.950965 + Penalty 2819.558146 = -461753.392818
  nChanged 36
		SP:Iteration 15Q (75820.320000 sec): 3 clusters
  Score: Raw -464583.097584 + Penalty 2819.558146 = -461763.539438
  nChanged 19
		SP:Iteration 16Q (75820.520000 sec): 3 clusters
  Score: Raw -464588.090258 + Penalty 2819.558146 = -461768.532112
  nChanged 14
		SP:Iteration 17Q (75820.640000 sec): 3 clusters
  Score: Raw -464591.239168 + Penalty 2819.558146 = -461771.681022
  nChanged 13
		SP:Iteration 18Q (75820.870000 sec): 3 clusters
  Score: Raw -464594.378274 + Penalty 2819.558146 = -461774.820127
  nChanged 10
		SP:Iteration 19Q (75821.010000 sec): 3 clusters
  Score: Raw -464596.614822 + Penalty 2819.558146 = -461777.056676
  nChanged 9
		SP:Iteration 20F (75821.280000 sec): 3 clusters
  Score: Raw -464598.437736 + Penalty 2819.558146 = -461778.879589
  nChanged 12
		SP:Iteration 21Q (75821.430000 sec): 3 clusters
  Score: Raw -464600.759873 + Penalty 2819.558146 = -461781.201727
  nChanged 8
		SP:Iteration 22Q (75821.580000 sec): 3 clusters
  Score: Raw -464603.458579 + Penalty 2819.558146 = -461783.900432
  nChanged 15
		SP:Iteration 23Q (75821.730000 sec): 3 clusters
  Score: Raw -464609.226932 + Penalty 2819.558146 = -461789.668785
  nChanged 25
		SP:Iteration 24Q (75821.880000 sec): 3 clusters
  Score: Raw -464626.877445 + Penalty 2819.558146 = -461807.319298
  nChanged 31
		SP:Iteration 25Q (75822.070000 sec): 3 clusters
  Score: Raw -464644.877745 + Penalty 2819.558146 = -461825.319599
  nChanged 37
		SP:Iteration 26Q (75822.220000 sec): 3 clusters
  Score: Raw -464672.025621 + Penalty 2819.558146 = -461852.467475
  nChanged 39
		SP:Iteration 27Q (75822.370000 sec): 3 clusters
  Score: Raw -464705.845880 + Penalty 2819.558146 = -461886.287734
  nChanged 53
		SP:Iteration 28Q (75822.520000 sec): 3 clusters
  Score: Raw -464743.356769 + Penalty 2819.558146 = -461923.798623
  nChanged 48
		SP:Iteration 29Q (75822.710000 sec): 3 clusters
  Score: Raw -464774.795783 + Penalty 2819.558146 = -461955.237636
  nChanged 44
		SP:Iteration 30Q (75822.860000 sec): 3 clusters
  Score: Raw -464808.342055 + Penalty 2819.558146 = -461988.783909
  nChanged 33
		SP:Iteration 31Q (75823.010000 sec): 3 clusters
  Score: Raw -464825.469161 + Penalty 2819.558146 = -462005.911014
  nChanged 27
		SP:Iteration 32Q (75823.160000 sec): 3 clusters
  Score: Raw -464837.283315 + Penalty 2819.558146 = -462017.725169
  nChanged 26
		SP:Iteration 33Q (75823.310000 sec): 3 clusters
  Score: Raw -464850.586621 + Penalty 2819.558146 = -462031.028475
  nChanged 29
		SP:Iteration 34Q (75823.460000 sec): 3 clusters
  Score: Raw -464865.037310 + Penalty 2819.558146 = -462045.479164
  nChanged 32
		SP:Iteration 35Q (75823.610000 sec): 3 clusters
  Score: Raw -464881.388288 + Penalty 2819.558146 = -462061.830142
  nChanged 27
		SP:Iteration 36Q (75823.760000 sec): 3 clusters
  Score: Raw -464893.742215 + Penalty 2819.558146 = -462074.184069
  nChanged 27
		SP:Iteration 37Q (75823.910000 sec): 3 clusters
  Score: Raw -464905.347975 + Penalty 2819.558146 = -462085.789828
  nChanged 38
		SP:Iteration 38Q (75824.110000 sec): 3 clusters
  Score: Raw -464921.778985 + Penalty 2819.558146 = -462102.220839
  nChanged 24
		SP:Iteration 39Q (75824.270000 sec): 3 clusters
  Score: Raw -464931.245153 + Penalty 2819.558146 = -462111.687006
  nChanged 17
		SP:Iteration 40F (75824.430000 sec): 3 clusters
  Score: Raw -464941.724969 + Penalty 2819.558146 = -462122.166823
  nChanged 21
		SP:Iteration 41Q (75824.610000 sec): 3 clusters
  Score: Raw -464954.334607 + Penalty 2819.558146 = -462134.776460
  nChanged 24
		SP:Iteration 42Q (75824.780000 sec): 3 clusters
  Score: Raw -464967.702072 + Penalty 2819.558146 = -462148.143925
  nChanged 22
		SP:Iteration 43Q (75824.950000 sec): 3 clusters
  Score: Raw -464976.245303 + Penalty 2819.558146 = -462156.687156
  nChanged 22
		SP:Iteration 44Q (75825.130000 sec): 3 clusters
  Score: Raw -464987.062296 + Penalty 2819.558146 = -462167.504149
  nChanged 21
		SP:Iteration 45Q (75825.330000 sec): 3 clusters
  Score: Raw -464999.473209 + Penalty 2819.558146 = -462179.915063
  nChanged 22
		SP:Iteration 46Q (75825.530000 sec): 3 clusters
  Score: Raw -465015.787477 + Penalty 2819.558146 = -462196.229331
  nChanged 26
		SP:Iteration 47Q (75825.690000 sec): 3 clusters
  Score: Raw -465033.602736 + Penalty 2819.558146 = -462214.044590
  nChanged 24
		SP:Iteration 48Q (75825.830000 sec): 3 clusters
  Score: Raw -465044.773706 + Penalty 2819.558146 = -462225.215560
  nChanged 17
		SP:Iteration 49Q (75825.990000 sec): 3 clusters
  Score: Raw -465052.260056 + Penalty 2819.558146 = -462232.701909
  nChanged 16
		SP:Iteration 50Q (75826.130000 sec): 3 clusters
  Score: Raw -465057.891586 + Penalty 2819.558146 = -462238.333440
  nChanged 6
		SP:Iteration 51Q (75826.290000 sec): 3 clusters
  Score: Raw -465059.237448 + Penalty 2819.558146 = -462239.679302
  nChanged 3
		SP:Iteration 52Q (75826.430000 sec): 3 clusters
  Score: Raw -465059.799735 + Penalty 2819.558146 = -462240.241589
  nChanged 1
		SP:Iteration 53Q (75826.590000 sec): 3 clusters
  Score: Raw -465060.002254 + Penalty 2819.558146 = -462240.444107
  nChanged 0
		SP:Iteration 54F (75826.760000 sec): 3 clusters
  Score: Raw -465060.002254 + Penalty 2819.558146 = -462240.444107
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 32 (21385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75826.980000 sec): 2 clusters
  Score: Raw -1812493.844181 + Penalty 1620.197316 = -1810873.646865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75827.240000 sec): 3 clusters
  Score: Raw -1799554.646360 + Penalty 3240.394632 = -1796314.251729
  nChanged 9706
		SP:Iteration 1F (75827.550000 sec): 3 clusters
  Score: Raw -1804938.787468 + Penalty 3240.394632 = -1801698.392836
  nChanged 1080
		SP:Iteration 2F (75827.910000 sec): 3 clusters
  Score: Raw -1805371.088915 + Penalty 3240.394632 = -1802130.694283
  nChanged 1087
		SP:Iteration 3F (75828.260000 sec): 3 clusters
  Score: Raw -1805885.491432 + Penalty 3240.394632 = -1802645.096800
  nChanged 1209
		SP:Iteration 4F (75828.590000 sec): 3 clusters
  Score: Raw -1806539.624306 + Penalty 3240.394632 = -1803299.229675
  nChanged 1362
		SP:Iteration 5F (75828.830000 sec): 3 clusters
  Score: Raw -1807415.435267 + Penalty 3240.394632 = -1804175.040636
  nChanged 1536
		SP:Iteration 6F (75829.140000 sec): 3 clusters
  Score: Raw -1808609.237146 + Penalty 3240.394632 = -1805368.842514
  nChanged 1565
		SP:Iteration 7F (75829.400000 sec): 3 clusters
  Score: Raw -1809991.323549 + Penalty 3240.394632 = -1806750.928918
  nChanged 1287
		SP:Iteration 8F (75829.710000 sec): 3 clusters
  Score: Raw -1811202.546475 + Penalty 3240.394632 = -1807962.151843
  nChanged 796
		SP:Iteration 9Q (75830.060000 sec): 3 clusters
  Score: Raw -1811955.905184 + Penalty 3240.394632 = -1808715.510552
  nChanged 394
		SP:Iteration 10Q (75830.390000 sec): 3 clusters
  Score: Raw -1812345.840201 + Penalty 3240.394632 = -1809105.445570
  nChanged 154
		SP:Iteration 11Q (75830.700000 sec): 3 clusters
  Score: Raw -1812514.140679 + Penalty 3240.394632 = -1809273.746047
  nChanged 63
		SP:Iteration 12Q (75831.000000 sec): 3 clusters
  Score: Raw -1812596.536549 + Penalty 3240.394632 = -1809356.141917
  nChanged 26
		SP:Iteration 13Q (75831.280000 sec): 3 clusters
  Score: Raw -1812624.951746 + Penalty 3240.394632 = -1809384.557114
  nChanged 12
		SP:Iteration 14Q (75831.590000 sec): 3 clusters
  Score: Raw -1812643.567048 + Penalty 3240.394632 = -1809403.172416
  nChanged 10
		SP:Iteration 15Q (75831.800000 sec): 3 clusters
  Score: Raw -1812657.356169 + Penalty 3240.394632 = -1809416.961537
  nChanged 6
		SP:Iteration 16Q (75832.140000 sec): 3 clusters
  Score: Raw -1812668.429542 + Penalty 3240.394632 = -1809428.034910
  nChanged 1
		SP:Iteration 17Q (75832.430000 sec): 3 clusters
  Score: Raw -1812669.586008 + Penalty 3240.394632 = -1809429.191376
  nChanged 2
		SP:Iteration 18Q (75832.760000 sec): 3 clusters
  Score: Raw -1812672.251269 + Penalty 3240.394632 = -1809431.856638
  nChanged 1
		SP:Iteration 19Q (75832.970000 sec): 3 clusters
  Score: Raw -1812673.243990 + Penalty 3240.394632 = -1809432.849358
  nChanged 0
		SP:Iteration 20F (75833.260000 sec): 3 clusters
  Score: Raw -1812673.243990 + Penalty 3240.394632 = -1809432.849358
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 33 (3335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75833.420000 sec): 2 clusters
  Score: Raw -239617.753171 + Penalty 1318.237043 = -238299.516128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75833.660000 sec): 3 clusters
  Score: Raw -238041.893493 + Penalty 2636.474086 = -235405.419407
  nChanged 1304
		SP:Iteration 1F (75833.830000 sec): 3 clusters
  Score: Raw -239036.761068 + Penalty 2636.474086 = -236400.286981
  nChanged 307
		SP:Iteration 2F (75833.970000 sec): 3 clusters
  Score: Raw -239320.331679 + Penalty 2636.474086 = -236683.857592
  nChanged 238
		SP:Iteration 3F (75834.140000 sec): 3 clusters
  Score: Raw -239519.480320 + Penalty 2636.474086 = -236883.006234
  nChanged 159
		SP:Iteration 4Q (75834.330000 sec): 3 clusters
  Score: Raw -239625.503162 + Penalty 2636.474086 = -236989.029076
  nChanged 126
		SP:Iteration 5Q (75834.530000 sec): 3 clusters
  Score: Raw -239713.084923 + Penalty 2636.474086 = -237076.610837
  nChanged 112
		SP:Iteration 6Q (75834.740000 sec): 3 clusters
  Score: Raw -239787.761221 + Penalty 2636.474086 = -237151.287135
  nChanged 100
		SP:Iteration 7Q (75834.950000 sec): 3 clusters
  Score: Raw -239843.856684 + Penalty 2636.474086 = -237207.382597
  nChanged 64
		SP:Iteration 8Q (75835.140000 sec): 3 clusters
  Score: Raw -239879.662397 + Penalty 2636.474086 = -237243.188310
  nChanged 59
		SP:Iteration 9Q (75835.300000 sec): 3 clusters
  Score: Raw -239920.898961 + Penalty 2636.474086 = -237284.424875
  nChanged 50
		SP:Iteration 10Q (75835.470000 sec): 3 clusters
  Score: Raw -239953.233244 + Penalty 2636.474086 = -237316.759157
  nChanged 40
		SP:Iteration 11Q (75835.700000 sec): 3 clusters
  Score: Raw -239980.667731 + Penalty 2636.474086 = -237344.193644
  nChanged 42
		SP:Iteration 12Q (75835.900000 sec): 3 clusters
  Score: Raw -240007.996486 + Penalty 2636.474086 = -237371.522399
  nChanged 35
		SP:Iteration 13Q (75836.080000 sec): 3 clusters
  Score: Raw -240028.857427 + Penalty 2636.474086 = -237392.383341
  nChanged 29
		SP:Iteration 14Q (75836.240000 sec): 3 clusters
  Score: Raw -240043.823265 + Penalty 2636.474086 = -237407.349178
  nChanged 25
		SP:Iteration 15Q (75836.390000 sec): 3 clusters
  Score: Raw -240058.299213 + Penalty 2636.474086 = -237421.825126
  nChanged 22
		SP:Iteration 16Q (75836.490000 sec): 3 clusters
  Score: Raw -240066.815996 + Penalty 2636.474086 = -237430.341909
  nChanged 17
		SP:Iteration 17Q (75836.640000 sec): 3 clusters
  Score: Raw -240072.799563 + Penalty 2636.474086 = -237436.325476
  nChanged 18
		SP:Iteration 18Q (75836.730000 sec): 3 clusters
  Score: Raw -240080.256286 + Penalty 2636.474086 = -237443.782199
  nChanged 16
		SP:Iteration 19Q (75836.880000 sec): 3 clusters
  Score: Raw -240087.649087 + Penalty 2636.474086 = -237451.175000
  nChanged 13
		SP:Iteration 20F (75837.020000 sec): 3 clusters
  Score: Raw -240091.742263 + Penalty 2636.474086 = -237455.268177
  nChanged 9
		SP:Iteration 21Q (75837.120000 sec): 3 clusters
  Score: Raw -240095.104843 + Penalty 2636.474086 = -237458.630756
  nChanged 8
		SP:Iteration 22Q (75837.260000 sec): 3 clusters
  Score: Raw -240097.468052 + Penalty 2636.474086 = -237460.993965
  nChanged 7
		SP:Iteration 23Q (75837.360000 sec): 3 clusters
  Score: Raw -240100.229026 + Penalty 2636.474086 = -237463.754940
  nChanged 9
		SP:Iteration 24Q (75837.510000 sec): 3 clusters
  Score: Raw -240102.682114 + Penalty 2636.474086 = -237466.208028
  nChanged 5
		SP:Iteration 25Q (75837.600000 sec): 3 clusters
  Score: Raw -240104.144928 + Penalty 2636.474086 = -237467.670842
  nChanged 7
		SP:Iteration 26Q (75837.750000 sec): 3 clusters
  Score: Raw -240107.757780 + Penalty 2636.474086 = -237471.283693
  nChanged 11
		SP:Iteration 27Q (75837.850000 sec): 3 clusters
  Score: Raw -240113.672357 + Penalty 2636.474086 = -237477.198271
  nChanged 11
		SP:Iteration 28Q (75837.990000 sec): 3 clusters
  Score: Raw -240118.795149 + Penalty 2636.474086 = -237482.321063
  nChanged 13
		SP:Iteration 29Q (75838.140000 sec): 3 clusters
  Score: Raw -240126.389654 + Penalty 2636.474086 = -237489.915568
  nChanged 13
		SP:Iteration 30Q (75838.230000 sec): 3 clusters
  Score: Raw -240132.293500 + Penalty 2636.474086 = -237495.819413
  nChanged 10
		SP:Iteration 31Q (75838.380000 sec): 3 clusters
  Score: Raw -240134.915305 + Penalty 2636.474086 = -237498.441219
  nChanged 3
		SP:Iteration 32Q (75838.520000 sec): 3 clusters
  Score: Raw -240136.289410 + Penalty 2636.474086 = -237499.815323
  nChanged 7
		SP:Iteration 33Q (75838.670000 sec): 3 clusters
  Score: Raw -240141.448032 + Penalty 2636.474086 = -237504.973945
  nChanged 12
		SP:Iteration 34Q (75838.800000 sec): 3 clusters
  Score: Raw -240146.988529 + Penalty 2636.474086 = -237510.514442
  nChanged 12
		SP:Iteration 35Q (75838.950000 sec): 3 clusters
  Score: Raw -240153.544505 + Penalty 2636.474086 = -237517.070418
  nChanged 19
		SP:Iteration 36Q (75839.090000 sec): 3 clusters
  Score: Raw -240161.296256 + Penalty 2636.474086 = -237524.822170
  nChanged 18
		SP:Iteration 37Q (75839.230000 sec): 3 clusters
  Score: Raw -240168.335555 + Penalty 2636.474086 = -237531.861468
  nChanged 14
		SP:Iteration 38Q (75839.370000 sec): 3 clusters
  Score: Raw -240175.535701 + Penalty 2636.474086 = -237539.061614
  nChanged 22
		SP:Iteration 39Q (75839.510000 sec): 3 clusters
  Score: Raw -240189.018028 + Penalty 2636.474086 = -237552.543942
  nChanged 28
		SP:Iteration 40F (75839.650000 sec): 3 clusters
  Score: Raw -240211.598695 + Penalty 2636.474086 = -237575.124609
  nChanged 43
		SP:Iteration 41Q (75839.880000 sec): 3 clusters
  Score: Raw -240242.802732 + Penalty 2636.474086 = -237606.328646
  nChanged 41
		SP:Iteration 42Q (75840.060000 sec): 3 clusters
  Score: Raw -240266.452114 + Penalty 2636.474086 = -237629.978027
  nChanged 25
		SP:Iteration 43Q (75840.240000 sec): 3 clusters
  Score: Raw -240280.397255 + Penalty 2636.474086 = -237643.923169
  nChanged 24
		SP:Iteration 44Q (75840.430000 sec): 3 clusters
  Score: Raw -240291.939154 + Penalty 2636.474086 = -237655.465067
  nChanged 16
		SP:Iteration 45Q (75840.590000 sec): 3 clusters
  Score: Raw -240297.529834 + Penalty 2636.474086 = -237661.055748
  nChanged 15
		SP:Iteration 46Q (75840.770000 sec): 3 clusters
  Score: Raw -240305.712636 + Penalty 2636.474086 = -237669.238549
  nChanged 18
		SP:Iteration 47Q (75840.920000 sec): 3 clusters
  Score: Raw -240312.599445 + Penalty 2636.474086 = -237676.125359
  nChanged 14
		SP:Iteration 48Q (75841.090000 sec): 3 clusters
  Score: Raw -240319.087159 + Penalty 2636.474086 = -237682.613072
  nChanged 8
		SP:Iteration 49Q (75841.280000 sec): 3 clusters
  Score: Raw -240321.503582 + Penalty 2636.474086 = -237685.029496
  nChanged 3
		SP:Iteration 50Q (75841.470000 sec): 3 clusters
  Score: Raw -240322.649036 + Penalty 2636.474086 = -237686.174949
  nChanged 3
		SP:Iteration 51Q (75841.720000 sec): 3 clusters
  Score: Raw -240323.279222 + Penalty 2636.474086 = -237686.805136
  nChanged 1
		SP:Iteration 52Q (75841.940000 sec): 3 clusters
  Score: Raw -240323.816089 + Penalty 2636.474086 = -237687.342002
  nChanged 4
		SP:Iteration 53Q (75842.120000 sec): 3 clusters
  Score: Raw -240325.642966 + Penalty 2636.474086 = -237689.168879
  nChanged 2
		SP:Iteration 54Q (75842.300000 sec): 3 clusters
  Score: Raw -240327.298201 + Penalty 2636.474086 = -237690.824114
  nChanged 3
		SP:Iteration 55Q (75842.430000 sec): 3 clusters
  Score: Raw -240329.591217 + Penalty 2636.474086 = -237693.117131
  nChanged 3
		SP:Iteration 56Q (75842.570000 sec): 3 clusters
  Score: Raw -240330.312167 + Penalty 2636.474086 = -237693.838080
  nChanged 2
		SP:Iteration 57Q (75842.750000 sec): 3 clusters
  Score: Raw -240331.323894 + Penalty 2636.474086 = -237694.849808
  nChanged 4
		SP:Iteration 58Q (75842.890000 sec): 3 clusters
  Score: Raw -240332.038434 + Penalty 2636.474086 = -237695.564347
  nChanged 3
		SP:Iteration 59Q (75843.030000 sec): 3 clusters
  Score: Raw -240333.218014 + Penalty 2636.474086 = -237696.743928
  nChanged 4
		SP:Iteration 60F (75843.170000 sec): 3 clusters
  Score: Raw -240333.913579 + Penalty 2636.474086 = -237697.439492
  nChanged 1
		SP:Iteration 61Q (75843.320000 sec): 3 clusters
  Score: Raw -240334.048082 + Penalty 2636.474086 = -237697.573995
  nChanged 1
		SP:Iteration 62Q (75843.420000 sec): 3 clusters
  Score: Raw -240334.194991 + Penalty 2636.474086 = -237697.720904
  nChanged 1
		SP:Iteration 63Q (75843.560000 sec): 3 clusters
  Score: Raw -240334.587110 + Penalty 2636.474086 = -237698.113024
  nChanged 2
		SP:Iteration 64Q (75843.660000 sec): 3 clusters
  Score: Raw -240335.316516 + Penalty 2636.474086 = -237698.842430
  nChanged 1
		SP:Iteration 65Q (75843.750000 sec): 3 clusters
  Score: Raw -240338.648405 + Penalty 2636.474086 = -237702.174319
  nChanged 3
		SP:Iteration 66Q (75843.850000 sec): 3 clusters
  Score: Raw -240339.315581 + Penalty 2636.474086 = -237702.841495
  nChanged 1
		SP:Iteration 67Q (75843.950000 sec): 3 clusters
  Score: Raw -240339.951496 + Penalty 2636.474086 = -237703.477409
  nChanged 2
		SP:Iteration 68Q (75844.090000 sec): 3 clusters
  Score: Raw -240340.190163 + Penalty 2636.474086 = -237703.716077
  nChanged 1
		SP:Iteration 69Q (75844.230000 sec): 3 clusters
  Score: Raw -240340.463420 + Penalty 2636.474086 = -237703.989333
  nChanged 2
		SP:Iteration 70Q (75844.380000 sec): 3 clusters
  Score: Raw -240340.820784 + Penalty 2636.474086 = -237704.346697
  nChanged 0
		SP:Iteration 71F (75844.480000 sec): 3 clusters
  Score: Raw -240340.820784 + Penalty 2636.474086 = -237704.346697
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 34 (22421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75844.690000 sec): 2 clusters
  Score: Raw -1911345.141388 + Penalty 1627.884911 = -1909717.256477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75845.020000 sec): 3 clusters
  Score: Raw -1897670.018923 + Penalty 3255.769822 = -1894414.249101
  nChanged 10187
		SP:Iteration 1F (75845.290000 sec): 3 clusters
  Score: Raw -1903201.145628 + Penalty 3255.769822 = -1899945.375806
  nChanged 1037
		SP:Iteration 2Q (75845.630000 sec): 3 clusters
  Score: Raw -1903538.179674 + Penalty 3255.769822 = -1900282.409852
  nChanged 946
		SP:Iteration 3Q (75845.980000 sec): 3 clusters
  Score: Raw -1903824.237413 + Penalty 3255.769822 = -1900568.467591
  nChanged 869
		SP:Iteration 4Q (75846.280000 sec): 3 clusters
  Score: Raw -1904124.390761 + Penalty 3255.769822 = -1900868.620939
  nChanged 855
		SP:Iteration 5Q (75846.590000 sec): 3 clusters
  Score: Raw -1904442.292252 + Penalty 3255.769822 = -1901186.522430
  nChanged 841
		SP:Iteration 6Q (75846.900000 sec): 3 clusters
  Score: Raw -1904803.033694 + Penalty 3255.769822 = -1901547.263872
  nChanged 939
		SP:Iteration 7Q (75847.180000 sec): 3 clusters
  Score: Raw -1905304.046780 + Penalty 3255.769822 = -1902048.276958
  nChanged 1071
		SP:Iteration 8Q (75847.500000 sec): 3 clusters
  Score: Raw -1905961.483871 + Penalty 3255.769822 = -1902705.714049
  nChanged 1149
		SP:Iteration 9F (75847.760000 sec): 3 clusters
  Score: Raw -1906801.013265 + Penalty 3255.769822 = -1903545.243443
  nChanged 1181
		SP:Iteration 10F (75848.030000 sec): 3 clusters
  Score: Raw -1907718.229638 + Penalty 3255.769822 = -1904462.459816
  nChanged 1141
		SP:Iteration 11F (75848.350000 sec): 3 clusters
  Score: Raw -1908651.098512 + Penalty 3255.769822 = -1905395.328690
  nChanged 1040
		SP:Iteration 12Q (75848.690000 sec): 3 clusters
  Score: Raw -1909425.610032 + Penalty 3255.769822 = -1906169.840210
  nChanged 814
		SP:Iteration 13Q (75848.970000 sec): 3 clusters
  Score: Raw -1909895.660808 + Penalty 3255.769822 = -1906639.890986
  nChanged 599
		SP:Iteration 14Q (75849.410000 sec): 3 clusters
  Score: Raw -1910159.061163 + Penalty 3255.769822 = -1906903.291340
  nChanged 404
		SP:Iteration 15Q (75849.680000 sec): 3 clusters
  Score: Raw -1910319.858280 + Penalty 3255.769822 = -1907064.088458
  nChanged 354
		SP:Iteration 16Q (75850.090000 sec): 3 clusters
  Score: Raw -1910456.675201 + Penalty 3255.769822 = -1907200.905379
  nChanged 301
		SP:Iteration 17Q (75850.370000 sec): 3 clusters
  Score: Raw -1910566.938866 + Penalty 3255.769822 = -1907311.169044
  nChanged 265
		SP:Iteration 18Q (75850.730000 sec): 3 clusters
  Score: Raw -1910668.398672 + Penalty 3255.769822 = -1907412.628850
  nChanged 247
		SP:Iteration 19Q (75850.990000 sec): 3 clusters
  Score: Raw -1910755.447045 + Penalty 3255.769822 = -1907499.677223
  nChanged 243
		SP:Iteration 20F (75851.350000 sec): 3 clusters
  Score: Raw -1910850.544685 + Penalty 3255.769822 = -1907594.774863
  nChanged 224
		SP:Iteration 21Q (75851.680000 sec): 3 clusters
  Score: Raw -1910933.958356 + Penalty 3255.769822 = -1907678.188534
  nChanged 188
		SP:Iteration 22Q (75851.970000 sec): 3 clusters
  Score: Raw -1911000.155339 + Penalty 3255.769822 = -1907744.385517
  nChanged 178
		SP:Iteration 23Q (75852.300000 sec): 3 clusters
  Score: Raw -1911058.496702 + Penalty 3255.769822 = -1907802.726880
  nChanged 160
		SP:Iteration 24Q (75852.640000 sec): 3 clusters
  Score: Raw -1911114.892070 + Penalty 3255.769822 = -1907859.122248
  nChanged 144
		SP:Iteration 25Q (75852.990000 sec): 3 clusters
  Score: Raw -1911171.560182 + Penalty 3255.769822 = -1907915.790360
  nChanged 143
		SP:Iteration 26Q (75853.260000 sec): 3 clusters
  Score: Raw -1911230.428587 + Penalty 3255.769822 = -1907974.658765
  nChanged 142
		SP:Iteration 27Q (75853.570000 sec): 3 clusters
  Score: Raw -1911288.683134 + Penalty 3255.769822 = -1908032.913312
  nChanged 121
		SP:Iteration 28Q (75853.850000 sec): 3 clusters
  Score: Raw -1911338.695516 + Penalty 3255.769822 = -1908082.925694
  nChanged 100
		SP:Iteration 29Q (75854.170000 sec): 3 clusters
  Score: Raw -1911380.093613 + Penalty 3255.769822 = -1908124.323791
  nChanged 81
		SP:Iteration 30Q (75854.430000 sec): 3 clusters
  Score: Raw -1911420.381814 + Penalty 3255.769822 = -1908164.611992
  nChanged 91
		SP:Iteration 31Q (75854.720000 sec): 3 clusters
  Score: Raw -1911464.471646 + Penalty 3255.769822 = -1908208.701824
  nChanged 94
		SP:Iteration 32Q (75855.010000 sec): 3 clusters
  Score: Raw -1911512.146432 + Penalty 3255.769822 = -1908256.376610
  nChanged 88
		SP:Iteration 33Q (75855.300000 sec): 3 clusters
  Score: Raw -1911555.407958 + Penalty 3255.769822 = -1908299.638136
  nChanged 58
		SP:Iteration 34Q (75855.590000 sec): 3 clusters
  Score: Raw -1911579.139933 + Penalty 3255.769822 = -1908323.370111
  nChanged 43
		SP:Iteration 35Q (75855.890000 sec): 3 clusters
  Score: Raw -1911596.862715 + Penalty 3255.769822 = -1908341.092893
  nChanged 35
		SP:Iteration 36Q (75856.130000 sec): 3 clusters
  Score: Raw -1911608.187631 + Penalty 3255.769822 = -1908352.417809
  nChanged 21
		SP:Iteration 37Q (75856.400000 sec): 3 clusters
  Score: Raw -1911619.349592 + Penalty 3255.769822 = -1908363.579770
  nChanged 28
		SP:Iteration 38Q (75856.730000 sec): 3 clusters
  Score: Raw -1911632.354625 + Penalty 3255.769822 = -1908376.584803
  nChanged 26
		SP:Iteration 39Q (75857.000000 sec): 3 clusters
  Score: Raw -1911643.059100 + Penalty 3255.769822 = -1908387.289278
  nChanged 17
		SP:Iteration 40F (75857.320000 sec): 3 clusters
  Score: Raw -1911653.253090 + Penalty 3255.769822 = -1908397.483268
  nChanged 18
		SP:Iteration 41Q (75857.550000 sec): 3 clusters
  Score: Raw -1911663.236564 + Penalty 3255.769822 = -1908407.466742
  nChanged 18
		SP:Iteration 42Q (75857.780000 sec): 3 clusters
  Score: Raw -1911671.423485 + Penalty 3255.769822 = -1908415.653663
  nChanged 12
		SP:Iteration 43Q (75858.130000 sec): 3 clusters
  Score: Raw -1911676.970476 + Penalty 3255.769822 = -1908421.200654
  nChanged 15
		SP:Iteration 44Q (75858.420000 sec): 3 clusters
  Score: Raw -1911683.760629 + Penalty 3255.769822 = -1908427.990807
  nChanged 15
		SP:Iteration 45Q (75858.730000 sec): 3 clusters
  Score: Raw -1911692.977722 + Penalty 3255.769822 = -1908437.207900
  nChanged 15
		SP:Iteration 46Q (75859.070000 sec): 3 clusters
  Score: Raw -1911699.995846 + Penalty 3255.769822 = -1908444.226024
  nChanged 5
		SP:Iteration 47Q (75859.380000 sec): 3 clusters
  Score: Raw -1911701.811141 + Penalty 3255.769822 = -1908446.041318
  nChanged 2
		SP:Iteration 48Q (75859.730000 sec): 3 clusters
  Score: Raw -1911702.082860 + Penalty 3255.769822 = -1908446.313038
  nChanged 1
		SP:Iteration 49Q (75860.020000 sec): 3 clusters
  Score: Raw -1911702.120967 + Penalty 3255.769822 = -1908446.351145
  nChanged 0
		SP:Iteration 50F (75860.350000 sec): 3 clusters
  Score: Raw -1911702.120967 + Penalty 3255.769822 = -1908446.351145
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 35 (9698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75860.520000 sec): 2 clusters
  Score: Raw -842652.938715 + Penalty 1491.697181 = -841161.241535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75860.760000 sec): 3 clusters
  Score: Raw -837232.937331 + Penalty 2983.394361 = -834249.542970
  nChanged 4043
		SP:Iteration 1F (75860.960000 sec): 3 clusters
  Score: Raw -839395.317527 + Penalty 2983.394361 = -836411.923166
  nChanged 573
		SP:Iteration 2F (75861.190000 sec): 3 clusters
  Score: Raw -839631.820855 + Penalty 2983.394361 = -836648.426494
  nChanged 472
		SP:Iteration 3Q (75861.410000 sec): 3 clusters
  Score: Raw -839785.414509 + Penalty 2983.394361 = -836802.020148
  nChanged 362
		SP:Iteration 4Q (75861.650000 sec): 3 clusters
  Score: Raw -839910.892371 + Penalty 2983.394361 = -836927.498010
  nChanged 313
		SP:Iteration 5Q (75861.900000 sec): 3 clusters
  Score: Raw -840023.221590 + Penalty 2983.394361 = -837039.827229
  nChanged 282
		SP:Iteration 6Q (75862.180000 sec): 3 clusters
  Score: Raw -840121.871311 + Penalty 2983.394361 = -837138.476950
  nChanged 280
		SP:Iteration 7Q (75862.460000 sec): 3 clusters
  Score: Raw -840223.937242 + Penalty 2983.394361 = -837240.542881
  nChanged 268
		SP:Iteration 8Q (75862.680000 sec): 3 clusters
  Score: Raw -840326.999271 + Penalty 2983.394361 = -837343.604910
  nChanged 281
		SP:Iteration 9Q (75862.890000 sec): 3 clusters
  Score: Raw -840435.959072 + Penalty 2983.394361 = -837452.564711
  nChanged 285
		SP:Iteration 10Q (75863.150000 sec): 3 clusters
  Score: Raw -840552.869474 + Penalty 2983.394361 = -837569.475113
  nChanged 280
		SP:Iteration 11Q (75863.340000 sec): 3 clusters
  Score: Raw -840664.310236 + Penalty 2983.394361 = -837680.915875
  nChanged 286
		SP:Iteration 12Q (75863.500000 sec): 3 clusters
  Score: Raw -840769.514154 + Penalty 2983.394361 = -837786.119792
  nChanged 275
		SP:Iteration 13Q (75863.690000 sec): 3 clusters
  Score: Raw -840871.184289 + Penalty 2983.394361 = -837887.789927
  nChanged 251
		SP:Iteration 14Q (75863.870000 sec): 3 clusters
  Score: Raw -840956.780918 + Penalty 2983.394361 = -837973.386557
  nChanged 221
		SP:Iteration 15Q (75864.100000 sec): 3 clusters
  Score: Raw -841028.113824 + Penalty 2983.394361 = -838044.719462
  nChanged 192
		SP:Iteration 16Q (75864.300000 sec): 3 clusters
  Score: Raw -841082.438953 + Penalty 2983.394361 = -838099.044592
  nChanged 164
		SP:Iteration 17Q (75864.510000 sec): 3 clusters
  Score: Raw -841134.299662 + Penalty 2983.394361 = -838150.905301
  nChanged 166
		SP:Iteration 18Q (75864.720000 sec): 3 clusters
  Score: Raw -841182.527556 + Penalty 2983.394361 = -838199.133194
  nChanged 147
		SP:Iteration 19Q (75864.940000 sec): 3 clusters
  Score: Raw -841227.755323 + Penalty 2983.394361 = -838244.360962
  nChanged 149
		SP:Iteration 20F (75865.130000 sec): 3 clusters
  Score: Raw -841275.788341 + Penalty 2983.394361 = -838292.393980
  nChanged 143
		SP:Iteration 21Q (75865.340000 sec): 3 clusters
  Score: Raw -841318.379717 + Penalty 2983.394361 = -838334.985356
  nChanged 148
		SP:Iteration 22Q (75865.570000 sec): 3 clusters
  Score: Raw -841360.718594 + Penalty 2983.394361 = -838377.324233
  nChanged 117
		SP:Iteration 23Q (75865.750000 sec): 3 clusters
  Score: Raw -841395.040578 + Penalty 2983.394361 = -838411.646217
  nChanged 119
		SP:Iteration 24Q (75866.000000 sec): 3 clusters
  Score: Raw -841431.730553 + Penalty 2983.394361 = -838448.336192
  nChanged 128
		SP:Iteration 25Q (75866.190000 sec): 3 clusters
  Score: Raw -841472.727186 + Penalty 2983.394361 = -838489.332825
  nChanged 132
		SP:Iteration 26Q (75866.480000 sec): 3 clusters
  Score: Raw -841515.843346 + Penalty 2983.394361 = -838532.448985
  nChanged 135
		SP:Iteration 27Q (75866.710000 sec): 3 clusters
  Score: Raw -841559.538516 + Penalty 2983.394361 = -838576.144155
  nChanged 126
		SP:Iteration 28Q (75866.930000 sec): 3 clusters
  Score: Raw -841596.176474 + Penalty 2983.394361 = -838612.782113
  nChanged 117
		SP:Iteration 29Q (75867.170000 sec): 3 clusters
  Score: Raw -841637.276316 + Penalty 2983.394361 = -838653.881955
  nChanged 142
		SP:Iteration 30Q (75867.370000 sec): 3 clusters
  Score: Raw -841690.079620 + Penalty 2983.394361 = -838706.685259
  nChanged 144
		SP:Iteration 31Q (75867.630000 sec): 3 clusters
  Score: Raw -841739.112248 + Penalty 2983.394361 = -838755.717886
  nChanged 152
		SP:Iteration 32Q (75867.870000 sec): 3 clusters
  Score: Raw -841795.540439 + Penalty 2983.394361 = -838812.146077
  nChanged 144
		SP:Iteration 33Q (75868.100000 sec): 3 clusters
  Score: Raw -841854.347256 + Penalty 2983.394361 = -838870.952895
  nChanged 149
		SP:Iteration 34Q (75868.350000 sec): 3 clusters
  Score: Raw -841906.235543 + Penalty 2983.394361 = -838922.841181
  nChanged 136
		SP:Iteration 35Q (75868.560000 sec): 3 clusters
  Score: Raw -841960.421827 + Penalty 2983.394361 = -838977.027466
  nChanged 139
		SP:Iteration 36Q (75868.760000 sec): 3 clusters
  Score: Raw -842020.045105 + Penalty 2983.394361 = -839036.650743
  nChanged 147
		SP:Iteration 37Q (75869.010000 sec): 3 clusters
  Score: Raw -842086.108309 + Penalty 2983.394361 = -839102.713948
  nChanged 164
		SP:Iteration 38Q (75869.270000 sec): 3 clusters
  Score: Raw -842163.734440 + Penalty 2983.394361 = -839180.340078
  nChanged 187
		SP:Iteration 39Q (75869.470000 sec): 3 clusters
  Score: Raw -842266.640523 + Penalty 2983.394361 = -839283.246162
  nChanged 188
		SP:Iteration 40F (75869.660000 sec): 3 clusters
  Score: Raw -842360.042490 + Penalty 2983.394361 = -839376.648129
  nChanged 165
		SP:Iteration 41Q (75869.880000 sec): 3 clusters
  Score: Raw -842440.015514 + Penalty 2983.394361 = -839456.621153
  nChanged 142
		SP:Iteration 42Q (75870.110000 sec): 3 clusters
  Score: Raw -842506.347136 + Penalty 2983.394361 = -839522.952774
  nChanged 127
		SP:Iteration 43Q (75870.350000 sec): 3 clusters
  Score: Raw -842566.328299 + Penalty 2983.394361 = -839582.933938
  nChanged 122
		SP:Iteration 44Q (75870.560000 sec): 3 clusters
  Score: Raw -842633.424323 + Penalty 2983.394361 = -839650.029962
  nChanged 117
		SP:Iteration 45Q (75870.740000 sec): 3 clusters
  Score: Raw -842693.177463 + Penalty 2983.394361 = -839709.783102
  nChanged 92
		SP:Iteration 46Q (75870.940000 sec): 3 clusters
  Score: Raw -842738.820680 + Penalty 2983.394361 = -839755.426319
  nChanged 88
		SP:Iteration 47Q (75871.170000 sec): 3 clusters
  Score: Raw -842781.554417 + Penalty 2983.394361 = -839798.160056
  nChanged 75
		SP:Iteration 48Q (75871.430000 sec): 3 clusters
  Score: Raw -842819.767120 + Penalty 2983.394361 = -839836.372758
  nChanged 55
		SP:Iteration 49Q (75871.640000 sec): 3 clusters
  Score: Raw -842853.207480 + Penalty 2983.394361 = -839869.813119
  nChanged 54
		SP:Iteration 50Q (75871.820000 sec): 3 clusters
  Score: Raw -842878.055364 + Penalty 2983.394361 = -839894.661003
  nChanged 36
		SP:Iteration 51Q (75872.020000 sec): 3 clusters
  Score: Raw -842899.208910 + Penalty 2983.394361 = -839915.814549
  nChanged 43
		SP:Iteration 52Q (75872.250000 sec): 3 clusters
  Score: Raw -842924.808003 + Penalty 2983.394361 = -839941.413642
  nChanged 42
		SP:Iteration 53Q (75872.500000 sec): 3 clusters
  Score: Raw -842949.342640 + Penalty 2983.394361 = -839965.948279
  nChanged 45
		SP:Iteration 54Q (75872.720000 sec): 3 clusters
  Score: Raw -842977.911560 + Penalty 2983.394361 = -839994.517199
  nChanged 30
		SP:Iteration 55Q (75872.940000 sec): 3 clusters
  Score: Raw -842998.345399 + Penalty 2983.394361 = -840014.951037
  nChanged 29
		SP:Iteration 56Q (75873.160000 sec): 3 clusters
  Score: Raw -843015.787562 + Penalty 2983.394361 = -840032.393201
  nChanged 31
		SP:Iteration 57Q (75873.390000 sec): 3 clusters
  Score: Raw -843032.218702 + Penalty 2983.394361 = -840048.824340
  nChanged 25
		SP:Iteration 58Q (75873.580000 sec): 3 clusters
  Score: Raw -843042.805230 + Penalty 2983.394361 = -840059.410869
  nChanged 18
		SP:Iteration 59Q (75873.860000 sec): 3 clusters
  Score: Raw -843052.313111 + Penalty 2983.394361 = -840068.918750
  nChanged 28
		SP:Iteration 60F (75874.140000 sec): 3 clusters
  Score: Raw -843065.649563 + Penalty 2983.394361 = -840082.255202
  nChanged 18
		SP:Iteration 61Q (75874.340000 sec): 3 clusters
  Score: Raw -843073.945472 + Penalty 2983.394361 = -840090.551111
  nChanged 14
		SP:Iteration 62Q (75874.550000 sec): 3 clusters
  Score: Raw -843080.638880 + Penalty 2983.394361 = -840097.244519
  nChanged 10
		SP:Iteration 63Q (75874.760000 sec): 3 clusters
  Score: Raw -843084.772973 + Penalty 2983.394361 = -840101.378612
  nChanged 7
		SP:Iteration 64Q (75875.000000 sec): 3 clusters
  Score: Raw -843087.576715 + Penalty 2983.394361 = -840104.182353
  nChanged 6
		SP:Iteration 65Q (75875.250000 sec): 3 clusters
  Score: Raw -843089.576360 + Penalty 2983.394361 = -840106.181998
  nChanged 6
		SP:Iteration 66Q (75875.480000 sec): 3 clusters
  Score: Raw -843092.207049 + Penalty 2983.394361 = -840108.812687
  nChanged 4
		SP:Iteration 67Q (75875.700000 sec): 3 clusters
  Score: Raw -843094.909023 + Penalty 2983.394361 = -840111.514662
  nChanged 5
		SP:Iteration 68Q (75875.950000 sec): 3 clusters
  Score: Raw -843097.062726 + Penalty 2983.394361 = -840113.668365
  nChanged 2
		SP:Iteration 69Q (75876.190000 sec): 3 clusters
  Score: Raw -843097.906092 + Penalty 2983.394361 = -840114.511731
  nChanged 2
		SP:Iteration 70Q (75876.380000 sec): 3 clusters
  Score: Raw -843099.055158 + Penalty 2983.394361 = -840115.660797
  nChanged 6
		SP:Iteration 71Q (75876.580000 sec): 3 clusters
  Score: Raw -843102.339994 + Penalty 2983.394361 = -840118.945633
  nChanged 5
		SP:Iteration 72Q (75876.840000 sec): 3 clusters
  Score: Raw -843103.762380 + Penalty 2983.394361 = -840120.368018
  nChanged 3
		SP:Iteration 73Q (75877.100000 sec): 3 clusters
  Score: Raw -843104.497059 + Penalty 2983.394361 = -840121.102698
  nChanged 0
		SP:Iteration 74F (75877.350000 sec): 3 clusters
  Score: Raw -843104.497059 + Penalty 2983.394361 = -840121.102698
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 36 (4135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75877.490000 sec): 2 clusters
  Score: Raw -332611.160134 + Penalty 1353.176924 = -331257.983210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75877.660000 sec): 3 clusters
  Score: Raw -330534.360880 + Penalty 2706.353847 = -327828.007033
  nChanged 1595
		SP:Iteration 1F (75877.810000 sec): 3 clusters
  Score: Raw -331463.694272 + Penalty 2706.353847 = -328757.340425
  nChanged 315
		SP:Iteration 2F (75877.910000 sec): 3 clusters
  Score: Raw -331631.405100 + Penalty 2706.353847 = -328925.051252
  nChanged 220
		SP:Iteration 3F (75878.060000 sec): 3 clusters
  Score: Raw -331762.060933 + Penalty 2706.353847 = -329055.707085
  nChanged 176
		SP:Iteration 4Q (75878.200000 sec): 3 clusters
  Score: Raw -331864.857226 + Penalty 2706.353847 = -329158.503379
  nChanged 164
		SP:Iteration 5Q (75878.350000 sec): 3 clusters
  Score: Raw -331953.019848 + Penalty 2706.353847 = -329246.666000
  nChanged 146
		SP:Iteration 6Q (75878.650000 sec): 3 clusters
  Score: Raw -332033.297083 + Penalty 2706.353847 = -329326.943236
  nChanged 124
		SP:Iteration 7Q (75878.850000 sec): 3 clusters
  Score: Raw -332095.608621 + Penalty 2706.353847 = -329389.254774
  nChanged 104
		SP:Iteration 8Q (75879.100000 sec): 3 clusters
  Score: Raw -332150.360070 + Penalty 2706.353847 = -329444.006223
  nChanged 99
		SP:Iteration 9Q (75879.320000 sec): 3 clusters
  Score: Raw -332200.048316 + Penalty 2706.353847 = -329493.694469
  nChanged 80
		SP:Iteration 10Q (75879.570000 sec): 3 clusters
  Score: Raw -332233.273558 + Penalty 2706.353847 = -329526.919711
  nChanged 70
		SP:Iteration 11Q (75879.830000 sec): 3 clusters
  Score: Raw -332270.041275 + Penalty 2706.353847 = -329563.687427
  nChanged 70
		SP:Iteration 12Q (75880.040000 sec): 3 clusters
  Score: Raw -332302.835588 + Penalty 2706.353847 = -329596.481741
  nChanged 59
		SP:Iteration 13Q (75880.210000 sec): 3 clusters
  Score: Raw -332322.048068 + Penalty 2706.353847 = -329615.694220
  nChanged 39
		SP:Iteration 14Q (75880.390000 sec): 3 clusters
  Score: Raw -332335.581716 + Penalty 2706.353847 = -329629.227869
  nChanged 31
		SP:Iteration 15Q (75880.610000 sec): 3 clusters
  Score: Raw -332348.243474 + Penalty 2706.353847 = -329641.889626
  nChanged 31
		SP:Iteration 16Q (75880.840000 sec): 3 clusters
  Score: Raw -332359.480074 + Penalty 2706.353847 = -329653.126226
  nChanged 30
		SP:Iteration 17Q (75881.100000 sec): 3 clusters
  Score: Raw -332377.078343 + Penalty 2706.353847 = -329670.724495
  nChanged 45
		SP:Iteration 18Q (75881.290000 sec): 3 clusters
  Score: Raw -332398.835560 + Penalty 2706.353847 = -329692.481712
  nChanged 51
		SP:Iteration 19Q (75881.520000 sec): 3 clusters
  Score: Raw -332418.772361 + Penalty 2706.353847 = -329712.418513
  nChanged 41
		SP:Iteration 20F (75881.710000 sec): 3 clusters
  Score: Raw -332434.158059 + Penalty 2706.353847 = -329727.804211
  nChanged 33
		SP:Iteration 21Q (75881.890000 sec): 3 clusters
  Score: Raw -332444.153077 + Penalty 2706.353847 = -329737.799230
  nChanged 21
		SP:Iteration 22Q (75882.090000 sec): 3 clusters
  Score: Raw -332451.030912 + Penalty 2706.353847 = -329744.677064
  nChanged 26
		SP:Iteration 23Q (75882.340000 sec): 3 clusters
  Score: Raw -332460.286816 + Penalty 2706.353847 = -329753.932969
  nChanged 24
		SP:Iteration 24Q (75882.530000 sec): 3 clusters
  Score: Raw -332468.261678 + Penalty 2706.353847 = -329761.907830
  nChanged 25
		SP:Iteration 25Q (75882.730000 sec): 3 clusters
  Score: Raw -332476.164948 + Penalty 2706.353847 = -329769.811100
  nChanged 23
		SP:Iteration 26Q (75882.910000 sec): 3 clusters
  Score: Raw -332482.978581 + Penalty 2706.353847 = -329776.624734
  nChanged 21
		SP:Iteration 27Q (75883.050000 sec): 3 clusters
  Score: Raw -332487.882069 + Penalty 2706.353847 = -329781.528221
  nChanged 17
		SP:Iteration 28Q (75883.240000 sec): 3 clusters
  Score: Raw -332495.006145 + Penalty 2706.353847 = -329788.652298
  nChanged 18
		SP:Iteration 29Q (75883.350000 sec): 3 clusters
  Score: Raw -332500.358252 + Penalty 2706.353847 = -329794.004404
  nChanged 21
		SP:Iteration 30Q (75883.480000 sec): 3 clusters
  Score: Raw -332504.956578 + Penalty 2706.353847 = -329798.602731
  nChanged 11
		SP:Iteration 31Q (75883.610000 sec): 3 clusters
  Score: Raw -332508.624674 + Penalty 2706.353847 = -329802.270826
  nChanged 18
		SP:Iteration 32Q (75883.810000 sec): 3 clusters
  Score: Raw -332513.655297 + Penalty 2706.353847 = -329807.301450
  nChanged 32
		SP:Iteration 33Q (75883.990000 sec): 3 clusters
  Score: Raw -332524.236267 + Penalty 2706.353847 = -329817.882420
  nChanged 28
		SP:Iteration 34Q (75884.210000 sec): 3 clusters
  Score: Raw -332535.565414 + Penalty 2706.353847 = -329829.211567
  nChanged 25
		SP:Iteration 35Q (75884.400000 sec): 3 clusters
  Score: Raw -332542.766811 + Penalty 2706.353847 = -329836.412964
  nChanged 18
		SP:Iteration 36Q (75884.540000 sec): 3 clusters
  Score: Raw -332547.993789 + Penalty 2706.353847 = -329841.639941
  nChanged 22
		SP:Iteration 37Q (75884.710000 sec): 3 clusters
  Score: Raw -332554.749847 + Penalty 2706.353847 = -329848.395999
  nChanged 24
		SP:Iteration 38Q (75884.880000 sec): 3 clusters
  Score: Raw -332563.311539 + Penalty 2706.353847 = -329856.957691
  nChanged 27
		SP:Iteration 39Q (75885.050000 sec): 3 clusters
  Score: Raw -332578.588063 + Penalty 2706.353847 = -329872.234216
  nChanged 37
		SP:Iteration 40F (75885.230000 sec): 3 clusters
  Score: Raw -332591.742274 + Penalty 2706.353847 = -329885.388427
  nChanged 27
		SP:Iteration 41Q (75885.390000 sec): 3 clusters
  Score: Raw -332600.992474 + Penalty 2706.353847 = -329894.638627
  nChanged 30
		SP:Iteration 42Q (75885.570000 sec): 3 clusters
  Score: Raw -332611.365338 + Penalty 2706.353847 = -329905.011491
  nChanged 28
		SP:Iteration 43Q (75885.750000 sec): 3 clusters
  Score: Raw -332622.433813 + Penalty 2706.353847 = -329916.079966
  nChanged 28
		SP:Iteration 44Q (75885.960000 sec): 3 clusters
  Score: Raw -332633.559842 + Penalty 2706.353847 = -329927.205995
  nChanged 24
		SP:Iteration 45Q (75886.150000 sec): 3 clusters
  Score: Raw -332640.920653 + Penalty 2706.353847 = -329934.566805
  nChanged 17
		SP:Iteration 46Q (75886.380000 sec): 3 clusters
  Score: Raw -332646.971556 + Penalty 2706.353847 = -329940.617709
  nChanged 14
		SP:Iteration 47Q (75886.580000 sec): 3 clusters
  Score: Raw -332650.946061 + Penalty 2706.353847 = -329944.592214
  nChanged 10
		SP:Iteration 48Q (75886.750000 sec): 3 clusters
  Score: Raw -332654.573633 + Penalty 2706.353847 = -329948.219785
  nChanged 9
		SP:Iteration 49Q (75886.910000 sec): 3 clusters
  Score: Raw -332656.807682 + Penalty 2706.353847 = -329950.453835
  nChanged 12
		SP:Iteration 50Q (75887.090000 sec): 3 clusters
  Score: Raw -332659.548211 + Penalty 2706.353847 = -329953.194364
  nChanged 9
		SP:Iteration 51Q (75887.270000 sec): 3 clusters
  Score: Raw -332661.867972 + Penalty 2706.353847 = -329955.514125
  nChanged 11
		SP:Iteration 52Q (75887.440000 sec): 3 clusters
  Score: Raw -332665.189384 + Penalty 2706.353847 = -329958.835536
  nChanged 14
		SP:Iteration 53Q (75887.610000 sec): 3 clusters
  Score: Raw -332669.516053 + Penalty 2706.353847 = -329963.162205
  nChanged 9
		SP:Iteration 54Q (75887.780000 sec): 3 clusters
  Score: Raw -332672.479014 + Penalty 2706.353847 = -329966.125166
  nChanged 13
		SP:Iteration 55Q (75887.940000 sec): 3 clusters
  Score: Raw -332676.056689 + Penalty 2706.353847 = -329969.702842
  nChanged 10
		SP:Iteration 56Q (75888.110000 sec): 3 clusters
  Score: Raw -332679.636071 + Penalty 2706.353847 = -329973.282224
  nChanged 12
		SP:Iteration 57Q (75888.290000 sec): 3 clusters
  Score: Raw -332683.664147 + Penalty 2706.353847 = -329977.310299
  nChanged 14
		SP:Iteration 58Q (75888.450000 sec): 3 clusters
  Score: Raw -332688.371401 + Penalty 2706.353847 = -329982.017553
  nChanged 11
		SP:Iteration 59Q (75888.610000 sec): 3 clusters
  Score: Raw -332691.726119 + Penalty 2706.353847 = -329985.372271
  nChanged 8
		SP:Iteration 60F (75888.760000 sec): 3 clusters
  Score: Raw -332694.268046 + Penalty 2706.353847 = -329987.914199
  nChanged 7
		SP:Iteration 61Q (75888.910000 sec): 3 clusters
  Score: Raw -332696.278412 + Penalty 2706.353847 = -329989.924565
  nChanged 8
		SP:Iteration 62Q (75889.060000 sec): 3 clusters
  Score: Raw -332698.311754 + Penalty 2706.353847 = -329991.957907
  nChanged 7
		SP:Iteration 63Q (75889.250000 sec): 3 clusters
  Score: Raw -332699.851860 + Penalty 2706.353847 = -329993.498013
  nChanged 7
		SP:Iteration 64Q (75889.480000 sec): 3 clusters
  Score: Raw -332701.600024 + Penalty 2706.353847 = -329995.246176
  nChanged 7
		SP:Iteration 65Q (75889.660000 sec): 3 clusters
  Score: Raw -332702.817304 + Penalty 2706.353847 = -329996.463456
  nChanged 4
		SP:Iteration 66Q (75889.840000 sec): 3 clusters
  Score: Raw -332703.757988 + Penalty 2706.353847 = -329997.404140
  nChanged 5
		SP:Iteration 67Q (75890.000000 sec): 3 clusters
  Score: Raw -332704.937798 + Penalty 2706.353847 = -329998.583950
  nChanged 9
		SP:Iteration 68Q (75890.170000 sec): 3 clusters
  Score: Raw -332707.304620 + Penalty 2706.353847 = -330000.950773
  nChanged 8
		SP:Iteration 69Q (75890.350000 sec): 3 clusters
  Score: Raw -332709.277166 + Penalty 2706.353847 = -330002.923319
  nChanged 6
		SP:Iteration 70Q (75890.480000 sec): 3 clusters
  Score: Raw -332710.868203 + Penalty 2706.353847 = -330004.514355
  nChanged 5
		SP:Iteration 71Q (75890.610000 sec): 3 clusters
  Score: Raw -332711.602366 + Penalty 2706.353847 = -330005.248519
  nChanged 4
		SP:Iteration 72Q (75890.740000 sec): 3 clusters
  Score: Raw -332712.795031 + Penalty 2706.353847 = -330006.441184
  nChanged 6
		SP:Iteration 73Q (75890.880000 sec): 3 clusters
  Score: Raw -332713.840767 + Penalty 2706.353847 = -330007.486920
  nChanged 2
		SP:Iteration 74Q (75891.010000 sec): 3 clusters
  Score: Raw -332714.503718 + Penalty 2706.353847 = -330008.149870
  nChanged 3
		SP:Iteration 75Q (75891.150000 sec): 3 clusters
  Score: Raw -332714.887511 + Penalty 2706.353847 = -330008.533663
  nChanged 3
		SP:Iteration 76Q (75891.380000 sec): 3 clusters
  Score: Raw -332715.640994 + Penalty 2706.353847 = -330009.287146
  nChanged 3
		SP:Iteration 77Q (75891.580000 sec): 3 clusters
  Score: Raw -332716.567498 + Penalty 2706.353847 = -330010.213651
  nChanged 0
		SP:Iteration 78F (75891.800000 sec): 3 clusters
  Score: Raw -332716.567498 + Penalty 2706.353847 = -330010.213651
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 37 (157943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75892.820000 sec): 2 clusters
  Score: Raw -13554246.282886 + Penalty 1945.123292 = -13552301.159594
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75893.900000 sec): 3 clusters
  Score: Raw -13450287.369972 + Penalty 3890.246583 = -13446397.123388
  nChanged 76232
		SP:Iteration 1F (75894.880000 sec): 3 clusters
  Score: Raw -13495944.811844 + Penalty 3890.246583 = -13492054.565261
  nChanged 7082
		SP:Iteration 2Q (75896.090000 sec): 3 clusters
  Score: Raw -13498687.513489 + Penalty 3890.246583 = -13494797.266906
  nChanged 8501
		SP:Iteration 3F (75897.120000 sec): 3 clusters
  Score: Raw -13502716.966602 + Penalty 3890.246583 = -13498826.720019
  nChanged 9847
		SP:Iteration 4F (75898.160000 sec): 3 clusters
  Score: Raw -13507711.888897 + Penalty 3890.246583 = -13503821.642314
  nChanged 10266
		SP:Iteration 5F (75899.250000 sec): 3 clusters
  Score: Raw -13512811.401545 + Penalty 3890.246583 = -13508921.154961
  nChanged 9291
		SP:Iteration 6F (75900.290000 sec): 3 clusters
  Score: Raw -13516901.605606 + Penalty 3890.246583 = -13513011.359023
  nChanged 7579
		SP:Iteration 7Q (75901.510000 sec): 3 clusters
  Score: Raw -13519911.919929 + Penalty 3890.246583 = -13516021.673346
  nChanged 6347
		SP:Iteration 8Q (75902.750000 sec): 3 clusters
  Score: Raw -13522502.042719 + Penalty 3890.246583 = -13518611.796135
  nChanged 5880
		SP:Iteration 9Q (75903.900000 sec): 3 clusters
  Score: Raw -13525282.657679 + Penalty 3890.246583 = -13521392.411095
  nChanged 5955
		SP:Iteration 10Q (75905.170000 sec): 3 clusters
  Score: Raw -13528796.390918 + Penalty 3890.246583 = -13524906.144335
  nChanged 6183
		SP:Iteration 11Q (75906.330000 sec): 3 clusters
  Score: Raw -13533191.450420 + Penalty 3890.246583 = -13529301.203837
  nChanged 5909
		SP:Iteration 12Q (75907.440000 sec): 3 clusters
  Score: Raw -13538017.386468 + Penalty 3890.246583 = -13534127.139885
  nChanged 5091
		SP:Iteration 13Q (75908.610000 sec): 3 clusters
  Score: Raw -13542450.443497 + Penalty 3890.246583 = -13538560.196914
  nChanged 3998
		SP:Iteration 14Q (75909.650000 sec): 3 clusters
  Score: Raw -13545716.845302 + Penalty 3890.246583 = -13541826.598718
  nChanged 3139
		SP:Iteration 15Q (75910.650000 sec): 3 clusters
  Score: Raw -13548051.159177 + Penalty 3890.246583 = -13544160.912594
  nChanged 2368
		SP:Iteration 16Q (75911.780000 sec): 3 clusters
  Score: Raw -13549596.075251 + Penalty 3890.246583 = -13545705.828667
  nChanged 1857
		SP:Iteration 17Q (75912.890000 sec): 3 clusters
  Score: Raw -13550694.247982 + Penalty 3890.246583 = -13546804.001399
  nChanged 1613
		SP:Iteration 18Q (75913.820000 sec): 3 clusters
  Score: Raw -13551597.264435 + Penalty 3890.246583 = -13547707.017852
  nChanged 1344
		SP:Iteration 19Q (75914.820000 sec): 3 clusters
  Score: Raw -13552321.883424 + Penalty 3890.246583 = -13548431.636841
  nChanged 1101
		SP:Iteration 20F (75915.790000 sec): 3 clusters
  Score: Raw -13552905.484794 + Penalty 3890.246583 = -13549015.238211
  nChanged 924
		SP:Iteration 21Q (75916.690000 sec): 3 clusters
  Score: Raw -13553383.639660 + Penalty 3890.246583 = -13549493.393077
  nChanged 771
		SP:Iteration 22Q (75917.600000 sec): 3 clusters
  Score: Raw -13553763.212019 + Penalty 3890.246583 = -13549872.965436
  nChanged 610
		SP:Iteration 23Q (75918.570000 sec): 3 clusters
  Score: Raw -13554053.259572 + Penalty 3890.246583 = -13550163.012988
  nChanged 508
		SP:Iteration 24Q (75919.450000 sec): 3 clusters
  Score: Raw -13554298.520774 + Penalty 3890.246583 = -13550408.274190
  nChanged 402
		SP:Iteration 25Q (75920.350000 sec): 3 clusters
  Score: Raw -13554484.126845 + Penalty 3890.246583 = -13550593.880261
  nChanged 299
		SP:Iteration 26Q (75921.110000 sec): 3 clusters
  Score: Raw -13554624.991309 + Penalty 3890.246583 = -13550734.744726
  nChanged 263
		SP:Iteration 27Q (75921.920000 sec): 3 clusters
  Score: Raw -13554736.130576 + Penalty 3890.246583 = -13550845.883993
  nChanged 241
		SP:Iteration 28Q (75922.760000 sec): 3 clusters
  Score: Raw -13554846.072054 + Penalty 3890.246583 = -13550955.825470
  nChanged 216
		SP:Iteration 29Q (75923.800000 sec): 3 clusters
  Score: Raw -13554947.001758 + Penalty 3890.246583 = -13551056.755174
  nChanged 187
		SP:Iteration 30Q (75924.750000 sec): 3 clusters
  Score: Raw -13555042.718747 + Penalty 3890.246583 = -13551152.472164
  nChanged 163
		SP:Iteration 31Q (75925.630000 sec): 3 clusters
  Score: Raw -13555123.969313 + Penalty 3890.246583 = -13551233.722730
  nChanged 145
		SP:Iteration 32Q (75926.480000 sec): 3 clusters
  Score: Raw -13555187.510814 + Penalty 3890.246583 = -13551297.264231
  nChanged 128
		SP:Iteration 33Q (75927.380000 sec): 3 clusters
  Score: Raw -13555245.005117 + Penalty 3890.246583 = -13551354.758533
  nChanged 104
		SP:Iteration 34Q (75928.320000 sec): 3 clusters
  Score: Raw -13555284.524954 + Penalty 3890.246583 = -13551394.278370
  nChanged 84
		SP:Iteration 35Q (75929.290000 sec): 3 clusters
  Score: Raw -13555312.757996 + Penalty 3890.246583 = -13551422.511413
  nChanged 75
		SP:Iteration 36Q (75930.220000 sec): 3 clusters
  Score: Raw -13555335.302531 + Penalty 3890.246583 = -13551445.055948
  nChanged 65
		SP:Iteration 37Q (75931.140000 sec): 3 clusters
  Score: Raw -13555353.566916 + Penalty 3890.246583 = -13551463.320332
  nChanged 49
		SP:Iteration 38Q (75932.040000 sec): 3 clusters
  Score: Raw -13555364.736883 + Penalty 3890.246583 = -13551474.490299
  nChanged 47
		SP:Iteration 39Q (75932.940000 sec): 3 clusters
  Score: Raw -13555374.984096 + Penalty 3890.246583 = -13551484.737513
  nChanged 34
		SP:Iteration 40F (75933.920000 sec): 3 clusters
  Score: Raw -13555382.678163 + Penalty 3890.246583 = -13551492.431580
  nChanged 27
		SP:Iteration 41Q (75934.820000 sec): 3 clusters
  Score: Raw -13555388.046043 + Penalty 3890.246583 = -13551497.799459
  nChanged 24
		SP:Iteration 42Q (75935.720000 sec): 3 clusters
  Score: Raw -13555392.010561 + Penalty 3890.246583 = -13551501.763977
  nChanged 16
		SP:Iteration 43Q (75936.570000 sec): 3 clusters
  Score: Raw -13555395.198663 + Penalty 3890.246583 = -13551504.952079
  nChanged 18
		SP:Iteration 44Q (75937.440000 sec): 3 clusters
  Score: Raw -13555398.795632 + Penalty 3890.246583 = -13551508.549049
  nChanged 17
		SP:Iteration 45Q (75938.290000 sec): 3 clusters
  Score: Raw -13555401.253983 + Penalty 3890.246583 = -13551511.007400
  nChanged 11
		SP:Iteration 46Q (75939.230000 sec): 3 clusters
  Score: Raw -13555402.973720 + Penalty 3890.246583 = -13551512.727137
  nChanged 7
		SP:Iteration 47Q (75940.200000 sec): 3 clusters
  Score: Raw -13555404.277229 + Penalty 3890.246583 = -13551514.030646
  nChanged 6
		SP:Iteration 48Q (75941.040000 sec): 3 clusters
  Score: Raw -13555405.147796 + Penalty 3890.246583 = -13551514.901213
  nChanged 7
		SP:Iteration 49Q (75941.960000 sec): 3 clusters
  Score: Raw -13555405.961503 + Penalty 3890.246583 = -13551515.714920
  nChanged 3
		SP:Iteration 50Q (75942.820000 sec): 3 clusters
  Score: Raw -13555406.399360 + Penalty 3890.246583 = -13551516.152777
  nChanged 2
		SP:Iteration 51Q (75943.750000 sec): 3 clusters
  Score: Raw -13555406.705305 + Penalty 3890.246583 = -13551516.458722
  nChanged 2
		SP:Iteration 52Q (75944.680000 sec): 3 clusters
  Score: Raw -13555406.915327 + Penalty 3890.246583 = -13551516.668744
  nChanged 2
		SP:Iteration 53Q (75945.520000 sec): 3 clusters
  Score: Raw -13555407.042062 + Penalty 3890.246583 = -13551516.795479
  nChanged 2
		SP:Iteration 54Q (75946.420000 sec): 3 clusters
  Score: Raw -13555407.266462 + Penalty 3890.246583 = -13551517.019879
  nChanged 2
		SP:Iteration 55Q (75947.390000 sec): 3 clusters
  Score: Raw -13555407.611197 + Penalty 3890.246583 = -13551517.364613
  nChanged 6
		SP:Iteration 56Q (75948.350000 sec): 3 clusters
  Score: Raw -13555408.232114 + Penalty 3890.246583 = -13551517.985530
  nChanged 3
		SP:Iteration 57Q (75949.240000 sec): 3 clusters
  Score: Raw -13555408.769910 + Penalty 3890.246583 = -13551518.523326
  nChanged 5
		SP:Iteration 58Q (75950.120000 sec): 3 clusters
  Score: Raw -13555409.423256 + Penalty 3890.246583 = -13551519.176673
  nChanged 1
		SP:Iteration 59Q (75950.990000 sec): 3 clusters
  Score: Raw -13555409.497032 + Penalty 3890.246583 = -13551519.250449
  nChanged 1
		SP:Iteration 60F (75952.000000 sec): 3 clusters
  Score: Raw -13555409.582475 + Penalty 3890.246583 = -13551519.335891
  nChanged 2
		SP:Iteration 61Q (75952.930000 sec): 3 clusters
  Score: Raw -13555409.757795 + Penalty 3890.246583 = -13551519.511212
  nChanged 2
		SP:Iteration 62Q (75953.860000 sec): 3 clusters
  Score: Raw -13555409.950858 + Penalty 3890.246583 = -13551519.704275
  nChanged 4
		SP:Iteration 63Q (75954.760000 sec): 3 clusters
  Score: Raw -13555410.486553 + Penalty 3890.246583 = -13551520.239970
  nChanged 4
		SP:Iteration 64Q (75955.660000 sec): 3 clusters
  Score: Raw -13555411.114140 + Penalty 3890.246583 = -13551520.867557
  nChanged 4
		SP:Iteration 65Q (75956.550000 sec): 3 clusters
  Score: Raw -13555411.802786 + Penalty 3890.246583 = -13551521.556203
  nChanged 7
		SP:Iteration 66Q (75957.440000 sec): 3 clusters
  Score: Raw -13555412.557106 + Penalty 3890.246583 = -13551522.310523
  nChanged 5
		SP:Iteration 67Q (75958.430000 sec): 3 clusters
  Score: Raw -13555412.998486 + Penalty 3890.246583 = -13551522.751902
  nChanged 4
		SP:Iteration 68Q (75959.310000 sec): 3 clusters
  Score: Raw -13555413.515790 + Penalty 3890.246583 = -13551523.269207
  nChanged 0
		SP:Iteration 69F (75960.280000 sec): 3 clusters
  Score: Raw -13555413.515790 + Penalty 3890.246583 = -13551523.269207
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 38 (10622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75960.470000 sec): 2 clusters
  Score: Raw -862088.895317 + Penalty 1506.485923 = -860582.409395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75960.630000 sec): 3 clusters
  Score: Raw -856046.846292 + Penalty 3012.971845 = -853033.874447
  nChanged 4514
		SP:Iteration 1F (75960.820000 sec): 3 clusters
  Score: Raw -858453.926413 + Penalty 3012.971845 = -855440.954568
  nChanged 650
		SP:Iteration 2F (75961.010000 sec): 3 clusters
  Score: Raw -858755.549024 + Penalty 3012.971845 = -855742.577178
  nChanged 538
		SP:Iteration 3F (75961.240000 sec): 3 clusters
  Score: Raw -859030.516078 + Penalty 3012.971845 = -856017.544233
  nChanged 540
		SP:Iteration 4F (75961.410000 sec): 3 clusters
  Score: Raw -859326.066257 + Penalty 3012.971845 = -856313.094412
  nChanged 532
		SP:Iteration 5F (75961.620000 sec): 3 clusters
  Score: Raw -859644.648764 + Penalty 3012.971845 = -856631.676918
  nChanged 522
		SP:Iteration 6Q (75961.860000 sec): 3 clusters
  Score: Raw -859965.861104 + Penalty 3012.971845 = -856952.889259
  nChanged 506
		SP:Iteration 7Q (75962.090000 sec): 3 clusters
  Score: Raw -860295.067812 + Penalty 3012.971845 = -857282.095967
  nChanged 485
		SP:Iteration 8Q (75962.310000 sec): 3 clusters
  Score: Raw -860620.738504 + Penalty 3012.971845 = -857607.766659
  nChanged 447
		SP:Iteration 9Q (75962.550000 sec): 3 clusters
  Score: Raw -860929.925386 + Penalty 3012.971845 = -857916.953541
  nChanged 443
		SP:Iteration 10Q (75962.800000 sec): 3 clusters
  Score: Raw -861252.830664 + Penalty 3012.971845 = -858239.858818
  nChanged 357
		SP:Iteration 11Q (75963.010000 sec): 3 clusters
  Score: Raw -861521.625186 + Penalty 3012.971845 = -858508.653340
  nChanged 298
		SP:Iteration 12Q (75963.210000 sec): 3 clusters
  Score: Raw -861740.412858 + Penalty 3012.971845 = -858727.441013
  nChanged 224
		SP:Iteration 13Q (75963.400000 sec): 3 clusters
  Score: Raw -861905.280084 + Penalty 3012.971845 = -858892.308238
  nChanged 168
		SP:Iteration 14Q (75963.600000 sec): 3 clusters
  Score: Raw -862035.023758 + Penalty 3012.971845 = -859022.051912
  nChanged 121
		SP:Iteration 15Q (75963.830000 sec): 3 clusters
  Score: Raw -862132.020002 + Penalty 3012.971845 = -859119.048156
  nChanged 90
		SP:Iteration 16Q (75964.040000 sec): 3 clusters
  Score: Raw -862197.880110 + Penalty 3012.971845 = -859184.908264
  nChanged 58
		SP:Iteration 17Q (75964.250000 sec): 3 clusters
  Score: Raw -862239.976289 + Penalty 3012.971845 = -859227.004443
  nChanged 38
		SP:Iteration 18Q (75964.480000 sec): 3 clusters
  Score: Raw -862270.316551 + Penalty 3012.971845 = -859257.344705
  nChanged 28
		SP:Iteration 19Q (75964.650000 sec): 3 clusters
  Score: Raw -862294.229990 + Penalty 3012.971845 = -859281.258144
  nChanged 24
		SP:Iteration 20F (75964.880000 sec): 3 clusters
  Score: Raw -862309.069739 + Penalty 3012.971845 = -859296.097893
  nChanged 17
		SP:Iteration 21Q (75965.040000 sec): 3 clusters
  Score: Raw -862321.288953 + Penalty 3012.971845 = -859308.317107
  nChanged 19
		SP:Iteration 22Q (75965.250000 sec): 3 clusters
  Score: Raw -862338.030001 + Penalty 3012.971845 = -859325.058156
  nChanged 20
		SP:Iteration 23Q (75965.520000 sec): 3 clusters
  Score: Raw -862354.654365 + Penalty 3012.971845 = -859341.682519
  nChanged 21
		SP:Iteration 24Q (75965.660000 sec): 3 clusters
  Score: Raw -862374.408426 + Penalty 3012.971845 = -859361.436581
  nChanged 13
		SP:Iteration 25Q (75965.860000 sec): 3 clusters
  Score: Raw -862382.763497 + Penalty 3012.971845 = -859369.791652
  nChanged 4
		SP:Iteration 26Q (75966.060000 sec): 3 clusters
  Score: Raw -862385.701512 + Penalty 3012.971845 = -859372.729666
  nChanged 5
		SP:Iteration 27Q (75966.250000 sec): 3 clusters
  Score: Raw -862388.543888 + Penalty 3012.971845 = -859375.572042
  nChanged 5
		SP:Iteration 28Q (75966.420000 sec): 3 clusters
  Score: Raw -862391.906922 + Penalty 3012.971845 = -859378.935077
  nChanged 5
		SP:Iteration 29Q (75966.590000 sec): 3 clusters
  Score: Raw -862394.380603 + Penalty 3012.971845 = -859381.408757
  nChanged 1
		SP:Iteration 30Q (75966.770000 sec): 3 clusters
  Score: Raw -862395.459489 + Penalty 3012.971845 = -859382.487643
  nChanged 2
		SP:Iteration 31Q (75966.920000 sec): 3 clusters
  Score: Raw -862397.151261 + Penalty 3012.971845 = -859384.179416
  nChanged 1
		SP:Iteration 32Q (75967.180000 sec): 3 clusters
  Score: Raw -862397.541479 + Penalty 3012.971845 = -859384.569634
  nChanged 0
		SP:Iteration 33F (75967.410000 sec): 3 clusters
  Score: Raw -862397.541479 + Penalty 3012.971845 = -859384.569634
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 39 (3445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75967.500000 sec): 2 clusters
  Score: Raw -296984.952205 + Penalty 1323.510367 = -295661.441838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75967.710000 sec): 3 clusters
  Score: Raw -295308.409171 + Penalty 2647.020735 = -292661.388436
  nChanged 1338
		SP:Iteration 1F (75967.900000 sec): 3 clusters
  Score: Raw -296047.582932 + Penalty 2647.020735 = -293400.562198
  nChanged 243
		SP:Iteration 2F (75968.070000 sec): 3 clusters
  Score: Raw -296182.660494 + Penalty 2647.020735 = -293535.639760
  nChanged 155
		SP:Iteration 3Q (75968.200000 sec): 3 clusters
  Score: Raw -296260.908635 + Penalty 2647.020735 = -293613.887900
  nChanged 102
		SP:Iteration 4Q (75968.400000 sec): 3 clusters
  Score: Raw -296309.341405 + Penalty 2647.020735 = -293662.320671
  nChanged 83
		SP:Iteration 5Q (75968.550000 sec): 3 clusters
  Score: Raw -296344.263174 + Penalty 2647.020735 = -293697.242439
  nChanged 72
		SP:Iteration 6Q (75968.720000 sec): 3 clusters
  Score: Raw -296369.196417 + Penalty 2647.020735 = -293722.175682
  nChanged 54
		SP:Iteration 7Q (75968.890000 sec): 3 clusters
  Score: Raw -296388.841415 + Penalty 2647.020735 = -293741.820681
  nChanged 41
		SP:Iteration 8Q (75969.090000 sec): 3 clusters
  Score: Raw -296404.059632 + Penalty 2647.020735 = -293757.038898
  nChanged 49
		SP:Iteration 9Q (75969.290000 sec): 3 clusters
  Score: Raw -296425.235063 + Penalty 2647.020735 = -293778.214328
  nChanged 55
		SP:Iteration 10Q (75969.430000 sec): 3 clusters
  Score: Raw -296447.039324 + Penalty 2647.020735 = -293800.018589
  nChanged 60
		SP:Iteration 11Q (75969.610000 sec): 3 clusters
  Score: Raw -296470.805661 + Penalty 2647.020735 = -293823.784927
  nChanged 47
		SP:Iteration 12Q (75969.760000 sec): 3 clusters
  Score: Raw -296488.294766 + Penalty 2647.020735 = -293841.274032
  nChanged 45
		SP:Iteration 13Q (75969.930000 sec): 3 clusters
  Score: Raw -296505.237692 + Penalty 2647.020735 = -293858.216958
  nChanged 39
		SP:Iteration 14Q (75970.080000 sec): 3 clusters
  Score: Raw -296519.638919 + Penalty 2647.020735 = -293872.618185
  nChanged 42
		SP:Iteration 15Q (75970.240000 sec): 3 clusters
  Score: Raw -296536.999142 + Penalty 2647.020735 = -293889.978408
  nChanged 40
		SP:Iteration 16Q (75970.410000 sec): 3 clusters
  Score: Raw -296554.284616 + Penalty 2647.020735 = -293907.263881
  nChanged 43
		SP:Iteration 17Q (75970.560000 sec): 3 clusters
  Score: Raw -296570.493005 + Penalty 2647.020735 = -293923.472270
  nChanged 49
		SP:Iteration 18Q (75970.730000 sec): 3 clusters
  Score: Raw -296591.521289 + Penalty 2647.020735 = -293944.500554
  nChanged 53
		SP:Iteration 19Q (75970.880000 sec): 3 clusters
  Score: Raw -296616.529070 + Penalty 2647.020735 = -293969.508336
  nChanged 45
		SP:Iteration 20F (75971.080000 sec): 3 clusters
  Score: Raw -296638.224855 + Penalty 2647.020735 = -293991.204121
  nChanged 49
		SP:Iteration 21Q (75971.280000 sec): 3 clusters
  Score: Raw -296661.792462 + Penalty 2647.020735 = -294014.771728
  nChanged 53
		SP:Iteration 22Q (75971.470000 sec): 3 clusters
  Score: Raw -296689.784604 + Penalty 2647.020735 = -294042.763869
  nChanged 55
		SP:Iteration 23Q (75971.610000 sec): 3 clusters
  Score: Raw -296713.463459 + Penalty 2647.020735 = -294066.442724
  nChanged 59
		SP:Iteration 24Q (75971.780000 sec): 3 clusters
  Score: Raw -296738.348373 + Penalty 2647.020735 = -294091.327639
  nChanged 45
		SP:Iteration 25Q (75971.970000 sec): 3 clusters
  Score: Raw -296757.303192 + Penalty 2647.020735 = -294110.282458
  nChanged 48
		SP:Iteration 26Q (75972.130000 sec): 3 clusters
  Score: Raw -296775.275713 + Penalty 2647.020735 = -294128.254979
  nChanged 37
		SP:Iteration 27Q (75972.320000 sec): 3 clusters
  Score: Raw -296793.912191 + Penalty 2647.020735 = -294146.891456
  nChanged 41
		SP:Iteration 28Q (75972.520000 sec): 3 clusters
  Score: Raw -296814.625530 + Penalty 2647.020735 = -294167.604796
  nChanged 43
		SP:Iteration 29Q (75972.730000 sec): 3 clusters
  Score: Raw -296835.693866 + Penalty 2647.020735 = -294188.673132
  nChanged 34
		SP:Iteration 30Q (75972.890000 sec): 3 clusters
  Score: Raw -296850.025546 + Penalty 2647.020735 = -294203.004812
  nChanged 25
		SP:Iteration 31Q (75973.090000 sec): 3 clusters
  Score: Raw -296860.707652 + Penalty 2647.020735 = -294213.686917
  nChanged 23
		SP:Iteration 32Q (75973.230000 sec): 3 clusters
  Score: Raw -296869.916638 + Penalty 2647.020735 = -294222.895903
  nChanged 17
		SP:Iteration 33Q (75973.440000 sec): 3 clusters
  Score: Raw -296877.566182 + Penalty 2647.020735 = -294230.545448
  nChanged 18
		SP:Iteration 34Q (75973.590000 sec): 3 clusters
  Score: Raw -296884.877197 + Penalty 2647.020735 = -294237.856462
  nChanged 12
		SP:Iteration 35Q (75973.790000 sec): 3 clusters
  Score: Raw -296891.790821 + Penalty 2647.020735 = -294244.770086
  nChanged 22
		SP:Iteration 36Q (75973.930000 sec): 3 clusters
  Score: Raw -296904.055348 + Penalty 2647.020735 = -294257.034614
  nChanged 15
		SP:Iteration 37Q (75974.140000 sec): 3 clusters
  Score: Raw -296911.542842 + Penalty 2647.020735 = -294264.522108
  nChanged 14
		SP:Iteration 38Q (75974.280000 sec): 3 clusters
  Score: Raw -296918.362972 + Penalty 2647.020735 = -294271.342237
  nChanged 19
		SP:Iteration 39Q (75974.460000 sec): 3 clusters
  Score: Raw -296926.989554 + Penalty 2647.020735 = -294279.968819
  nChanged 17
		SP:Iteration 40F (75974.650000 sec): 3 clusters
  Score: Raw -296932.935482 + Penalty 2647.020735 = -294285.914748
  nChanged 10
		SP:Iteration 41Q (75974.820000 sec): 3 clusters
  Score: Raw -296937.239460 + Penalty 2647.020735 = -294290.218725
  nChanged 7
		SP:Iteration 42Q (75975.030000 sec): 3 clusters
  Score: Raw -296939.980765 + Penalty 2647.020735 = -294292.960030
  nChanged 5
		SP:Iteration 43Q (75975.230000 sec): 3 clusters
  Score: Raw -296942.464323 + Penalty 2647.020735 = -294295.443589
  nChanged 8
		SP:Iteration 44Q (75975.380000 sec): 3 clusters
  Score: Raw -296944.952966 + Penalty 2647.020735 = -294297.932231
  nChanged 4
		SP:Iteration 45Q (75975.540000 sec): 3 clusters
  Score: Raw -296946.617076 + Penalty 2647.020735 = -294299.596342
  nChanged 4
		SP:Iteration 46Q (75975.710000 sec): 3 clusters
  Score: Raw -296947.877816 + Penalty 2647.020735 = -294300.857081
  nChanged 2
		SP:Iteration 47Q (75975.840000 sec): 3 clusters
  Score: Raw -296948.538205 + Penalty 2647.020735 = -294301.517470
  nChanged 1
		SP:Iteration 48Q (75976.020000 sec): 3 clusters
  Score: Raw -296948.978140 + Penalty 2647.020735 = -294301.957406
  nChanged 0
		SP:Iteration 49F (75976.170000 sec): 3 clusters
  Score: Raw -296948.978140 + Penalty 2647.020735 = -294301.957406
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 40 (6873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75976.300000 sec): 2 clusters
  Score: Raw -573116.470276 + Penalty 1435.745345 = -571680.724931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75976.490000 sec): 3 clusters
  Score: Raw -569390.907589 + Penalty 2871.490691 = -566519.416898
  nChanged 2880
		SP:Iteration 1F (75976.710000 sec): 3 clusters
  Score: Raw -571034.493287 + Penalty 2871.490691 = -568163.002597
  nChanged 515
		SP:Iteration 2F (75976.910000 sec): 3 clusters
  Score: Raw -571349.835214 + Penalty 2871.490691 = -568478.344523
  nChanged 432
		SP:Iteration 3F (75977.130000 sec): 3 clusters
  Score: Raw -571620.326827 + Penalty 2871.490691 = -568748.836136
  nChanged 410
		SP:Iteration 4F (75977.330000 sec): 3 clusters
  Score: Raw -571907.192866 + Penalty 2871.490691 = -569035.702175
  nChanged 405
		SP:Iteration 5F (75977.530000 sec): 3 clusters
  Score: Raw -572204.643403 + Penalty 2871.490691 = -569333.152712
  nChanged 375
		SP:Iteration 6F (75977.740000 sec): 3 clusters
  Score: Raw -572523.166595 + Penalty 2871.490691 = -569651.675904
  nChanged 352
		SP:Iteration 7F (75977.950000 sec): 3 clusters
  Score: Raw -572786.957693 + Penalty 2871.490691 = -569915.467003
  nChanged 295
		SP:Iteration 8Q (75978.090000 sec): 3 clusters
  Score: Raw -572979.715516 + Penalty 2871.490691 = -570108.224825
  nChanged 269
		SP:Iteration 9Q (75978.350000 sec): 3 clusters
  Score: Raw -573138.973695 + Penalty 2871.490691 = -570267.483004
  nChanged 203
		SP:Iteration 10Q (75978.520000 sec): 3 clusters
  Score: Raw -573250.072506 + Penalty 2871.490691 = -570378.581815
  nChanged 161
		SP:Iteration 11Q (75978.720000 sec): 3 clusters
  Score: Raw -573332.509409 + Penalty 2871.490691 = -570461.018718
  nChanged 141
		SP:Iteration 12Q (75978.940000 sec): 3 clusters
  Score: Raw -573385.705528 + Penalty 2871.490691 = -570514.214837
  nChanged 108
		SP:Iteration 13Q (75979.090000 sec): 3 clusters
  Score: Raw -573421.617383 + Penalty 2871.490691 = -570550.126693
  nChanged 77
		SP:Iteration 14Q (75979.290000 sec): 3 clusters
  Score: Raw -573442.996583 + Penalty 2871.490691 = -570571.505892
  nChanged 56
		SP:Iteration 15Q (75979.480000 sec): 3 clusters
  Score: Raw -573457.028637 + Penalty 2871.490691 = -570585.537947
  nChanged 34
		SP:Iteration 16Q (75979.650000 sec): 3 clusters
  Score: Raw -573463.749071 + Penalty 2871.490691 = -570592.258380
  nChanged 25
		SP:Iteration 17Q (75979.870000 sec): 3 clusters
  Score: Raw -573468.733216 + Penalty 2871.490691 = -570597.242525
  nChanged 23
		SP:Iteration 18Q (75980.100000 sec): 3 clusters
  Score: Raw -573472.934742 + Penalty 2871.490691 = -570601.444051
  nChanged 18
		SP:Iteration 19Q (75980.300000 sec): 3 clusters
  Score: Raw -573475.874531 + Penalty 2871.490691 = -570604.383841
  nChanged 13
		SP:Iteration 20F (75980.500000 sec): 3 clusters
  Score: Raw -573477.510813 + Penalty 2871.490691 = -570606.020122
  nChanged 9
		SP:Iteration 21Q (75980.690000 sec): 3 clusters
  Score: Raw -573478.473532 + Penalty 2871.490691 = -570606.982841
  nChanged 8
		SP:Iteration 22Q (75980.830000 sec): 3 clusters
  Score: Raw -573479.270574 + Penalty 2871.490691 = -570607.779884
  nChanged 9
		SP:Iteration 23Q (75981.050000 sec): 3 clusters
  Score: Raw -573480.077665 + Penalty 2871.490691 = -570608.586975
  nChanged 3
		SP:Iteration 24Q (75981.250000 sec): 3 clusters
  Score: Raw -573480.317515 + Penalty 2871.490691 = -570608.826825
  nChanged 0
		SP:Iteration 25F (75981.490000 sec): 3 clusters
  Score: Raw -573480.317515 + Penalty 2871.490691 = -570608.826825
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 41 (9423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75981.590000 sec): 2 clusters
  Score: Raw -753764.400973 + Penalty 1487.022678 = -752277.378295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75981.830000 sec): 3 clusters
  Score: Raw -748440.476923 + Penalty 2974.045356 = -745466.431567
  nChanged 4103
		SP:Iteration 1F (75982.060000 sec): 3 clusters
  Score: Raw -750750.676370 + Penalty 2974.045356 = -747776.631014
  nChanged 656
		SP:Iteration 2F (75982.270000 sec): 3 clusters
  Score: Raw -751087.667535 + Penalty 2974.045356 = -748113.622179
  nChanged 519
		SP:Iteration 3F (75982.470000 sec): 3 clusters
  Score: Raw -751349.874172 + Penalty 2974.045356 = -748375.828816
  nChanged 459
		SP:Iteration 4Q (75982.640000 sec): 3 clusters
  Score: Raw -751573.592645 + Penalty 2974.045356 = -748599.547289
  nChanged 431
		SP:Iteration 5Q (75982.820000 sec): 3 clusters
  Score: Raw -751794.510997 + Penalty 2974.045356 = -748820.465641
  nChanged 380
		SP:Iteration 6Q (75983.010000 sec): 3 clusters
  Score: Raw -751993.393225 + Penalty 2974.045356 = -749019.347868
  nChanged 381
		SP:Iteration 7Q (75983.200000 sec): 3 clusters
  Score: Raw -752184.702754 + Penalty 2974.045356 = -749210.657398
  nChanged 351
		SP:Iteration 8Q (75983.360000 sec): 3 clusters
  Score: Raw -752352.340108 + Penalty 2974.045356 = -749378.294751
  nChanged 302
		SP:Iteration 9Q (75983.530000 sec): 3 clusters
  Score: Raw -752507.486626 + Penalty 2974.045356 = -749533.441269
  nChanged 273
		SP:Iteration 10Q (75983.760000 sec): 3 clusters
  Score: Raw -752664.126036 + Penalty 2974.045356 = -749690.080680
  nChanged 267
		SP:Iteration 11Q (75983.940000 sec): 3 clusters
  Score: Raw -752816.173438 + Penalty 2974.045356 = -749842.128082
  nChanged 241
		SP:Iteration 12Q (75984.110000 sec): 3 clusters
  Score: Raw -752955.547433 + Penalty 2974.045356 = -749981.502076
  nChanged 220
		SP:Iteration 13Q (75984.330000 sec): 3 clusters
  Score: Raw -753097.252710 + Penalty 2974.045356 = -750123.207353
  nChanged 217
		SP:Iteration 14Q (75984.530000 sec): 3 clusters
  Score: Raw -753245.695538 + Penalty 2974.045356 = -750271.650182
  nChanged 193
		SP:Iteration 15Q (75984.760000 sec): 3 clusters
  Score: Raw -753361.427947 + Penalty 2974.045356 = -750387.382591
  nChanged 141
		SP:Iteration 16Q (75984.950000 sec): 3 clusters
  Score: Raw -753446.019183 + Penalty 2974.045356 = -750471.973827
  nChanged 138
		SP:Iteration 17Q (75985.160000 sec): 3 clusters
  Score: Raw -753520.130934 + Penalty 2974.045356 = -750546.085578
  nChanged 112
		SP:Iteration 18Q (75985.350000 sec): 3 clusters
  Score: Raw -753574.514027 + Penalty 2974.045356 = -750600.468671
  nChanged 91
		SP:Iteration 19Q (75985.550000 sec): 3 clusters
  Score: Raw -753617.198197 + Penalty 2974.045356 = -750643.152840
  nChanged 83
		SP:Iteration 20F (75985.770000 sec): 3 clusters
  Score: Raw -753651.063387 + Penalty 2974.045356 = -750677.018031
  nChanged 64
		SP:Iteration 21Q (75985.990000 sec): 3 clusters
  Score: Raw -753679.015731 + Penalty 2974.045356 = -750704.970375
  nChanged 64
		SP:Iteration 22Q (75986.220000 sec): 3 clusters
  Score: Raw -753705.136722 + Penalty 2974.045356 = -750731.091366
  nChanged 51
		SP:Iteration 23Q (75986.400000 sec): 3 clusters
  Score: Raw -753725.013966 + Penalty 2974.045356 = -750750.968610
  nChanged 51
		SP:Iteration 24Q (75986.610000 sec): 3 clusters
  Score: Raw -753749.727165 + Penalty 2974.045356 = -750775.681809
  nChanged 51
		SP:Iteration 25Q (75986.840000 sec): 3 clusters
  Score: Raw -753770.716942 + Penalty 2974.045356 = -750796.671586
  nChanged 39
		SP:Iteration 26Q (75987.040000 sec): 3 clusters
  Score: Raw -753789.147041 + Penalty 2974.045356 = -750815.101685
  nChanged 37
		SP:Iteration 27Q (75987.220000 sec): 3 clusters
  Score: Raw -753804.831261 + Penalty 2974.045356 = -750830.785904
  nChanged 32
		SP:Iteration 28Q (75987.430000 sec): 3 clusters
  Score: Raw -753817.079218 + Penalty 2974.045356 = -750843.033862
  nChanged 29
		SP:Iteration 29Q (75987.590000 sec): 3 clusters
  Score: Raw -753826.134878 + Penalty 2974.045356 = -750852.089521
  nChanged 22
		SP:Iteration 30Q (75987.810000 sec): 3 clusters
  Score: Raw -753833.972740 + Penalty 2974.045356 = -750859.927384
  nChanged 16
		SP:Iteration 31Q (75988.050000 sec): 3 clusters
  Score: Raw -753839.103537 + Penalty 2974.045356 = -750865.058181
  nChanged 14
		SP:Iteration 32Q (75988.210000 sec): 3 clusters
  Score: Raw -753846.303026 + Penalty 2974.045356 = -750872.257670
  nChanged 18
		SP:Iteration 33Q (75988.410000 sec): 3 clusters
  Score: Raw -753854.723882 + Penalty 2974.045356 = -750880.678525
  nChanged 19
		SP:Iteration 34Q (75988.600000 sec): 3 clusters
  Score: Raw -753863.487913 + Penalty 2974.045356 = -750889.442557
  nChanged 13
		SP:Iteration 35Q (75988.840000 sec): 3 clusters
  Score: Raw -753870.188464 + Penalty 2974.045356 = -750896.143108
  nChanged 10
		SP:Iteration 36Q (75988.980000 sec): 3 clusters
  Score: Raw -753874.466245 + Penalty 2974.045356 = -750900.420889
  nChanged 13
		SP:Iteration 37Q (75989.160000 sec): 3 clusters
  Score: Raw -753879.027376 + Penalty 2974.045356 = -750904.982020
  nChanged 8
		SP:Iteration 38Q (75989.390000 sec): 3 clusters
  Score: Raw -753881.305240 + Penalty 2974.045356 = -750907.259883
  nChanged 9
		SP:Iteration 39Q (75989.570000 sec): 3 clusters
  Score: Raw -753884.854009 + Penalty 2974.045356 = -750910.808653
  nChanged 8
		SP:Iteration 40F (75989.790000 sec): 3 clusters
  Score: Raw -753887.283345 + Penalty 2974.045356 = -750913.237989
  nChanged 7
		SP:Iteration 41Q (75989.960000 sec): 3 clusters
  Score: Raw -753889.640274 + Penalty 2974.045356 = -750915.594918
  nChanged 8
		SP:Iteration 42Q (75990.200000 sec): 3 clusters
  Score: Raw -753893.942336 + Penalty 2974.045356 = -750919.896980
  nChanged 11
		SP:Iteration 43Q (75990.350000 sec): 3 clusters
  Score: Raw -753898.087901 + Penalty 2974.045356 = -750924.042545
  nChanged 9
		SP:Iteration 44Q (75990.520000 sec): 3 clusters
  Score: Raw -753901.616782 + Penalty 2974.045356 = -750927.571426
  nChanged 8
		SP:Iteration 45Q (75990.720000 sec): 3 clusters
  Score: Raw -753904.246463 + Penalty 2974.045356 = -750930.201106
  nChanged 9
		SP:Iteration 46Q (75990.870000 sec): 3 clusters
  Score: Raw -753906.916380 + Penalty 2974.045356 = -750932.871024
  nChanged 3
		SP:Iteration 47Q (75991.070000 sec): 3 clusters
  Score: Raw -753907.793567 + Penalty 2974.045356 = -750933.748210
  nChanged 3
		SP:Iteration 48Q (75991.240000 sec): 3 clusters
  Score: Raw -753908.536740 + Penalty 2974.045356 = -750934.491384
  nChanged 0
		SP:Iteration 49F (75991.360000 sec): 3 clusters
  Score: Raw -753908.536740 + Penalty 2974.045356 = -750934.491384
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 42 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75991.470000 sec): 2 clusters
  Score: Raw -43339.896402 + Penalty 1002.561744 = -42337.334658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75991.610000 sec): 3 clusters
  Score: Raw -43281.085755 + Penalty 2005.123488 = -41275.962267
  nChanged 97
		SP:Iteration 1F (75991.800000 sec): 3 clusters
  Score: Raw -43414.055581 + Penalty 2005.123488 = -41408.932093
  nChanged 22
		SP:Iteration 2Q (75991.980000 sec): 3 clusters
  Score: Raw -43451.789254 + Penalty 2005.123488 = -41446.665766
  nChanged 10
		SP:Iteration 3Q (75992.100000 sec): 3 clusters
  Score: Raw -43468.176047 + Penalty 2005.123488 = -41463.052559
  nChanged 8
		SP:Iteration 4Q (75992.270000 sec): 3 clusters
  Score: Raw -43484.478280 + Penalty 2005.123488 = -41479.354792
  nChanged 3
		SP:Iteration 5Q (75992.400000 sec): 3 clusters
  Score: Raw -43487.148029 + Penalty 2005.123488 = -41482.024541
  nChanged 1
		SP:Iteration 6Q (75992.530000 sec): 3 clusters
  Score: Raw -43489.144124 + Penalty 2005.123488 = -41484.020636
  nChanged 1
		SP:Iteration 7Q (75992.730000 sec): 3 clusters
  Score: Raw -43491.308036 + Penalty 2005.123488 = -41486.184547
  nChanged 0
		SP:Iteration 8F (75992.940000 sec): 3 clusters
  Score: Raw -43491.308036 + Penalty 2005.123488 = -41486.184547
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 43 (9635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75993.050000 sec): 2 clusters
  Score: Raw -782887.298092 + Penalty 1490.638107 = -781396.659985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75993.270000 sec): 3 clusters
  Score: Raw -777553.125662 + Penalty 2981.276214 = -774571.849449
  nChanged 4112
		SP:Iteration 1F (75993.520000 sec): 3 clusters
  Score: Raw -779824.358325 + Penalty 2981.276214 = -776843.082111
  nChanged 709
		SP:Iteration 2F (75993.710000 sec): 3 clusters
  Score: Raw -780224.976504 + Penalty 2981.276214 = -777243.700291
  nChanged 649
		SP:Iteration 3F (75993.950000 sec): 3 clusters
  Score: Raw -780596.655573 + Penalty 2981.276214 = -777615.379360
  nChanged 569
		SP:Iteration 4F (75994.130000 sec): 3 clusters
  Score: Raw -780924.803967 + Penalty 2981.276214 = -777943.527753
  nChanged 543
		SP:Iteration 5F (75994.350000 sec): 3 clusters
  Score: Raw -781282.122343 + Penalty 2981.276214 = -778300.846129
  nChanged 542
		SP:Iteration 6F (75994.480000 sec): 3 clusters
  Score: Raw -781671.399697 + Penalty 2981.276214 = -778690.123483
  nChanged 490
		SP:Iteration 7F (75994.720000 sec): 3 clusters
  Score: Raw -782035.810430 + Penalty 2981.276214 = -779054.534216
  nChanged 464
		SP:Iteration 8Q (75994.840000 sec): 3 clusters
  Score: Raw -782407.149008 + Penalty 2981.276214 = -779425.872794
  nChanged 393
		SP:Iteration 9Q (75995.050000 sec): 3 clusters
  Score: Raw -782738.683372 + Penalty 2981.276214 = -779757.407158
  nChanged 306
		SP:Iteration 10Q (75995.170000 sec): 3 clusters
  Score: Raw -782986.219376 + Penalty 2981.276214 = -780004.943162
  nChanged 251
		SP:Iteration 11Q (75995.360000 sec): 3 clusters
  Score: Raw -783184.323810 + Penalty 2981.276214 = -780203.047596
  nChanged 181
		SP:Iteration 12Q (75995.560000 sec): 3 clusters
  Score: Raw -783315.550339 + Penalty 2981.276214 = -780334.274126
  nChanged 94
		SP:Iteration 13Q (75995.760000 sec): 3 clusters
  Score: Raw -783374.472529 + Penalty 2981.276214 = -780393.196315
  nChanged 70
		SP:Iteration 14Q (75996.050000 sec): 3 clusters
  Score: Raw -783421.523146 + Penalty 2981.276214 = -780440.246933
  nChanged 50
		SP:Iteration 15Q (75996.260000 sec): 3 clusters
  Score: Raw -783449.870383 + Penalty 2981.276214 = -780468.594170
  nChanged 25
		SP:Iteration 16Q (75996.500000 sec): 3 clusters
  Score: Raw -783463.579664 + Penalty 2981.276214 = -780482.303450
  nChanged 19
		SP:Iteration 17Q (75996.620000 sec): 3 clusters
  Score: Raw -783476.140426 + Penalty 2981.276214 = -780494.864212
  nChanged 13
		SP:Iteration 18Q (75996.830000 sec): 3 clusters
  Score: Raw -783482.342804 + Penalty 2981.276214 = -780501.066590
  nChanged 9
		SP:Iteration 19Q (75997.050000 sec): 3 clusters
  Score: Raw -783487.943815 + Penalty 2981.276214 = -780506.667601
  nChanged 8
		SP:Iteration 20F (75997.320000 sec): 3 clusters
  Score: Raw -783492.342735 + Penalty 2981.276214 = -780511.066521
  nChanged 7
		SP:Iteration 21Q (75997.530000 sec): 3 clusters
  Score: Raw -783496.498898 + Penalty 2981.276214 = -780515.222684
  nChanged 5
		SP:Iteration 22Q (75997.790000 sec): 3 clusters
  Score: Raw -783500.034744 + Penalty 2981.276214 = -780518.758530
  nChanged 8
		SP:Iteration 23Q (75998.020000 sec): 3 clusters
  Score: Raw -783504.997106 + Penalty 2981.276214 = -780523.720893
  nChanged 7
		SP:Iteration 24Q (75998.250000 sec): 3 clusters
  Score: Raw -783509.145983 + Penalty 2981.276214 = -780527.869769
  nChanged 5
		SP:Iteration 25Q (75998.420000 sec): 3 clusters
  Score: Raw -783512.294895 + Penalty 2981.276214 = -780531.018681
  nChanged 6
		SP:Iteration 26Q (75998.650000 sec): 3 clusters
  Score: Raw -783515.351309 + Penalty 2981.276214 = -780534.075095
  nChanged 5
		SP:Iteration 27Q (75998.850000 sec): 3 clusters
  Score: Raw -783518.634451 + Penalty 2981.276214 = -780537.358237
  nChanged 7
		SP:Iteration 28Q (75999.050000 sec): 3 clusters
  Score: Raw -783521.580819 + Penalty 2981.276214 = -780540.304605
  nChanged 2
		SP:Iteration 29Q (75999.250000 sec): 3 clusters
  Score: Raw -783522.136165 + Penalty 2981.276214 = -780540.859952
  nChanged 1
		SP:Iteration 30Q (75999.450000 sec): 3 clusters
  Score: Raw -783522.517628 + Penalty 2981.276214 = -780541.241414
  nChanged 0
		SP:Iteration 31F (75999.660000 sec): 3 clusters
  Score: Raw -783522.517628 + Penalty 2981.276214 = -780541.241414
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 44 (3366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75999.730000 sec): 2 clusters
  Score: Raw -279973.955084 + Penalty 1319.740561 = -278654.214523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75999.890000 sec): 3 clusters
  Score: Raw -278344.991768 + Penalty 2639.481122 = -275705.510646
  nChanged 1290
		SP:Iteration 1F (76000.050000 sec): 3 clusters
  Score: Raw -279290.494600 + Penalty 2639.481122 = -276651.013478
  nChanged 360
		SP:Iteration 2F (76000.210000 sec): 3 clusters
  Score: Raw -279626.939144 + Penalty 2639.481122 = -276987.458022
  nChanged 249
		SP:Iteration 3F (76000.370000 sec): 3 clusters
  Score: Raw -279864.756267 + Penalty 2639.481122 = -277225.275145
  nChanged 194
		SP:Iteration 4F (76000.530000 sec): 3 clusters
  Score: Raw -280054.879174 + Penalty 2639.481122 = -277415.398052
  nChanged 153
		SP:Iteration 5Q (76000.690000 sec): 3 clusters
  Score: Raw -280200.820934 + Penalty 2639.481122 = -277561.339812
  nChanged 121
		SP:Iteration 6Q (76000.850000 sec): 3 clusters
  Score: Raw -280297.493322 + Penalty 2639.481122 = -277658.012200
  nChanged 85
		SP:Iteration 7Q (76001.010000 sec): 3 clusters
  Score: Raw -280345.855311 + Penalty 2639.481122 = -277706.374189
  nChanged 38
		SP:Iteration 8Q (76001.170000 sec): 3 clusters
  Score: Raw -280367.667307 + Penalty 2639.481122 = -277728.186185
  nChanged 30
		SP:Iteration 9Q (76001.330000 sec): 3 clusters
  Score: Raw -280385.490546 + Penalty 2639.481122 = -277746.009425
  nChanged 25
		SP:Iteration 10Q (76001.490000 sec): 3 clusters
  Score: Raw -280398.846970 + Penalty 2639.481122 = -277759.365848
  nChanged 26
		SP:Iteration 11Q (76001.680000 sec): 3 clusters
  Score: Raw -280412.903114 + Penalty 2639.481122 = -277773.421992
  nChanged 27
		SP:Iteration 12Q (76001.840000 sec): 3 clusters
  Score: Raw -280431.685004 + Penalty 2639.481122 = -277792.203882
  nChanged 33
		SP:Iteration 13Q (76002.000000 sec): 3 clusters
  Score: Raw -280471.207155 + Penalty 2639.481122 = -277831.726033
  nChanged 42
		SP:Iteration 14Q (76002.160000 sec): 3 clusters
  Score: Raw -280508.071190 + Penalty 2639.481122 = -277868.590069
  nChanged 49
		SP:Iteration 15Q (76002.320000 sec): 3 clusters
  Score: Raw -280547.097769 + Penalty 2639.481122 = -277907.616648
  nChanged 57
		SP:Iteration 16Q (76002.480000 sec): 3 clusters
  Score: Raw -280602.860744 + Penalty 2639.481122 = -277963.379622
  nChanged 50
		SP:Iteration 17Q (76002.640000 sec): 3 clusters
  Score: Raw -280645.758792 + Penalty 2639.481122 = -278006.277670
  nChanged 41
		SP:Iteration 18Q (76002.800000 sec): 3 clusters
  Score: Raw -280667.423226 + Penalty 2639.481122 = -278027.942104
  nChanged 28
		SP:Iteration 19Q (76002.960000 sec): 3 clusters
  Score: Raw -280682.732882 + Penalty 2639.481122 = -278043.251761
  nChanged 23
		SP:Iteration 20F (76003.120000 sec): 3 clusters
  Score: Raw -280692.112347 + Penalty 2639.481122 = -278052.631225
  nChanged 18
		SP:Iteration 21Q (76003.270000 sec): 3 clusters
  Score: Raw -280699.820858 + Penalty 2639.481122 = -278060.339736
  nChanged 17
		SP:Iteration 22Q (76003.430000 sec): 3 clusters
  Score: Raw -280705.058384 + Penalty 2639.481122 = -278065.577262
  nChanged 10
		SP:Iteration 23Q (76003.590000 sec): 3 clusters
  Score: Raw -280709.384474 + Penalty 2639.481122 = -278069.903353
  nChanged 10
		SP:Iteration 24Q (76003.750000 sec): 3 clusters
  Score: Raw -280713.801331 + Penalty 2639.481122 = -278074.320209
  nChanged 8
		SP:Iteration 25Q (76003.910000 sec): 3 clusters
  Score: Raw -280716.201683 + Penalty 2639.481122 = -278076.720561
  nChanged 4
		SP:Iteration 26Q (76004.060000 sec): 3 clusters
  Score: Raw -280717.346285 + Penalty 2639.481122 = -278077.865163
  nChanged 3
		SP:Iteration 27Q (76004.230000 sec): 3 clusters
  Score: Raw -280718.080873 + Penalty 2639.481122 = -278078.599751
  nChanged 3
		SP:Iteration 28Q (76004.410000 sec): 3 clusters
  Score: Raw -280718.855878 + Penalty 2639.481122 = -278079.374757
  nChanged 2
		SP:Iteration 29Q (76004.570000 sec): 3 clusters
  Score: Raw -280719.551311 + Penalty 2639.481122 = -278080.070189
  nChanged 0
		SP:Iteration 30F (76004.730000 sec): 3 clusters
  Score: Raw -280719.551311 + Penalty 2639.481122 = -278080.070189
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 45 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76004.790000 sec): 2 clusters
  Score: Raw -19026.425410 + Penalty 915.071915 = -18111.353495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76004.950000 sec): 3 clusters
  Score: Raw -19102.148495 + Penalty 1830.143829 = -17272.004666
  nChanged 51
		SP:Iteration 1F (76005.110000 sec): 3 clusters
  Score: Raw -19217.977634 + Penalty 1830.143829 = -17387.833805
  nChanged 10
		SP:Iteration 2Q (76005.270000 sec): 3 clusters
  Score: Raw -19249.231994 + Penalty 1830.143829 = -17419.088165
  nChanged 10
		SP:Iteration 3Q (76005.430000 sec): 3 clusters
  Score: Raw -19296.540287 + Penalty 1830.143829 = -17466.396458
  nChanged 8
		SP:Iteration 4Q (76005.580000 sec): 3 clusters
  Score: Raw -19323.965123 + Penalty 1830.143829 = -17493.821294
  nChanged 6
		SP:Iteration 5Q (76005.740000 sec): 3 clusters
  Score: Raw -19332.557958 + Penalty 1830.143829 = -17502.414129
  nChanged 2
		SP:Iteration 6Q (76005.900000 sec): 3 clusters
  Score: Raw -19335.387428 + Penalty 1830.143829 = -17505.243599
  nChanged 0
		SP:Iteration 7F (76006.050000 sec): 3 clusters
  Score: Raw -19335.387428 + Penalty 1830.143829 = -17505.243599
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 46 (1778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76006.160000 sec): 2 clusters
  Score: Raw -142347.302194 + Penalty 1216.027218 = -141131.274977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76006.320000 sec): 3 clusters
  Score: Raw -141564.195773 + Penalty 2432.054435 = -139132.141337
  nChanged 583
		SP:Iteration 1F (76006.470000 sec): 3 clusters
  Score: Raw -141976.605273 + Penalty 2432.054435 = -139544.550838
  nChanged 153
		SP:Iteration 2F (76006.670000 sec): 3 clusters
  Score: Raw -142099.633766 + Penalty 2432.054435 = -139667.579331
  nChanged 90
		SP:Iteration 3F (76006.820000 sec): 3 clusters
  Score: Raw -142187.069263 + Penalty 2432.054435 = -139755.014828
  nChanged 67
		SP:Iteration 4Q (76006.960000 sec): 3 clusters
  Score: Raw -142249.399180 + Penalty 2432.054435 = -139817.344745
  nChanged 59
		SP:Iteration 5Q (76007.100000 sec): 3 clusters
  Score: Raw -142297.389090 + Penalty 2432.054435 = -139865.334655
  nChanged 33
		SP:Iteration 6Q (76007.240000 sec): 3 clusters
  Score: Raw -142322.106504 + Penalty 2432.054435 = -139890.052069
  nChanged 34
		SP:Iteration 7Q (76007.390000 sec): 3 clusters
  Score: Raw -142342.899581 + Penalty 2432.054435 = -139910.845146
  nChanged 22
		SP:Iteration 8Q (76007.530000 sec): 3 clusters
  Score: Raw -142359.694025 + Penalty 2432.054435 = -139927.639590
  nChanged 17
		SP:Iteration 9Q (76007.670000 sec): 3 clusters
  Score: Raw -142369.891109 + Penalty 2432.054435 = -139937.836674
  nChanged 11
		SP:Iteration 10Q (76007.820000 sec): 3 clusters
  Score: Raw -142377.187221 + Penalty 2432.054435 = -139945.132786
  nChanged 14
		SP:Iteration 11Q (76007.960000 sec): 3 clusters
  Score: Raw -142386.705075 + Penalty 2432.054435 = -139954.650639
  nChanged 14
		SP:Iteration 12Q (76008.110000 sec): 3 clusters
  Score: Raw -142395.498218 + Penalty 2432.054435 = -139963.443783
  nChanged 12
		SP:Iteration 13Q (76008.250000 sec): 3 clusters
  Score: Raw -142402.696173 + Penalty 2432.054435 = -139970.641738
  nChanged 9
		SP:Iteration 14Q (76008.390000 sec): 3 clusters
  Score: Raw -142407.481511 + Penalty 2432.054435 = -139975.427075
  nChanged 4
		SP:Iteration 15Q (76008.540000 sec): 3 clusters
  Score: Raw -142409.584863 + Penalty 2432.054435 = -139977.530428
  nChanged 3
		SP:Iteration 16Q (76008.680000 sec): 3 clusters
  Score: Raw -142410.964657 + Penalty 2432.054435 = -139978.910222
  nChanged 3
		SP:Iteration 17Q (76008.830000 sec): 3 clusters
  Score: Raw -142412.757974 + Penalty 2432.054435 = -139980.703539
  nChanged 6
		SP:Iteration 18Q (76008.970000 sec): 3 clusters
  Score: Raw -142416.125544 + Penalty 2432.054435 = -139984.071109
  nChanged 4
		SP:Iteration 19Q (76009.110000 sec): 3 clusters
  Score: Raw -142418.248061 + Penalty 2432.054435 = -139986.193626
  nChanged 2
		SP:Iteration 20F (76009.260000 sec): 3 clusters
  Score: Raw -142419.226366 + Penalty 2432.054435 = -139987.171931
  nChanged 2
		SP:Iteration 21Q (76009.400000 sec): 3 clusters
  Score: Raw -142419.835478 + Penalty 2432.054435 = -139987.781042
  nChanged 1
		SP:Iteration 22Q (76009.550000 sec): 3 clusters
  Score: Raw -142420.128007 + Penalty 2432.054435 = -139988.073572
  nChanged 1
		SP:Iteration 23Q (76009.710000 sec): 3 clusters
  Score: Raw -142420.625930 + Penalty 2432.054435 = -139988.571495
  nChanged 1
		SP:Iteration 24Q (76009.870000 sec): 3 clusters
  Score: Raw -142421.124011 + Penalty 2432.054435 = -139989.069575
  nChanged 2
		SP:Iteration 25Q (76010.030000 sec): 3 clusters
  Score: Raw -142421.910643 + Penalty 2432.054435 = -139989.856208
  nChanged 2
		SP:Iteration 26Q (76010.190000 sec): 3 clusters
  Score: Raw -142422.840000 + Penalty 2432.054435 = -139990.785565
  nChanged 4
		SP:Iteration 27Q (76010.350000 sec): 3 clusters
  Score: Raw -142424.431528 + Penalty 2432.054435 = -139992.377093
  nChanged 3
		SP:Iteration 28Q (76010.510000 sec): 3 clusters
  Score: Raw -142426.080204 + Penalty 2432.054435 = -139994.025769
  nChanged 3
		SP:Iteration 29Q (76010.670000 sec): 3 clusters
  Score: Raw -142426.952218 + Penalty 2432.054435 = -139994.897782
  nChanged 2
		SP:Iteration 30Q (76010.830000 sec): 3 clusters
  Score: Raw -142428.147922 + Penalty 2432.054435 = -139996.093486
  nChanged 4
		SP:Iteration 31Q (76010.990000 sec): 3 clusters
  Score: Raw -142429.546760 + Penalty 2432.054435 = -139997.492325
  nChanged 4
		SP:Iteration 32Q (76011.150000 sec): 3 clusters
  Score: Raw -142431.308510 + Penalty 2432.054435 = -139999.254075
  nChanged 6
		SP:Iteration 33Q (76011.310000 sec): 3 clusters
  Score: Raw -142433.945433 + Penalty 2432.054435 = -140001.890998
  nChanged 6
		SP:Iteration 34Q (76011.470000 sec): 3 clusters
  Score: Raw -142437.281220 + Penalty 2432.054435 = -140005.226785
  nChanged 6
		SP:Iteration 35Q (76011.630000 sec): 3 clusters
  Score: Raw -142440.554217 + Penalty 2432.054435 = -140008.499782
  nChanged 5
		SP:Iteration 36Q (76011.790000 sec): 3 clusters
  Score: Raw -142442.725308 + Penalty 2432.054435 = -140010.670873
  nChanged 4
		SP:Iteration 37Q (76011.950000 sec): 3 clusters
  Score: Raw -142444.693462 + Penalty 2432.054435 = -140012.639027
  nChanged 7
		SP:Iteration 38Q (76012.110000 sec): 3 clusters
  Score: Raw -142448.591034 + Penalty 2432.054435 = -140016.536599
  nChanged 9
		SP:Iteration 39Q (76012.270000 sec): 3 clusters
  Score: Raw -142455.526694 + Penalty 2432.054435 = -140023.472259
  nChanged 9
		SP:Iteration 40F (76012.430000 sec): 3 clusters
  Score: Raw -142464.181086 + Penalty 2432.054435 = -140032.126651
  nChanged 10
		SP:Iteration 41Q (76012.590000 sec): 3 clusters
  Score: Raw -142471.373198 + Penalty 2432.054435 = -140039.318763
  nChanged 8
		SP:Iteration 42Q (76012.750000 sec): 3 clusters
  Score: Raw -142478.256484 + Penalty 2432.054435 = -140046.202048
  nChanged 12
		SP:Iteration 43Q (76012.910000 sec): 3 clusters
  Score: Raw -142488.703697 + Penalty 2432.054435 = -140056.649262
  nChanged 15
		SP:Iteration 44Q (76013.070000 sec): 3 clusters
  Score: Raw -142500.418735 + Penalty 2432.054435 = -140068.364300
  nChanged 8
		SP:Iteration 45Q (76013.230000 sec): 3 clusters
  Score: Raw -142506.232262 + Penalty 2432.054435 = -140074.177827
  nChanged 12
		SP:Iteration 46Q (76013.390000 sec): 3 clusters
  Score: Raw -142512.005986 + Penalty 2432.054435 = -140079.951551
  nChanged 14
		SP:Iteration 47Q (76013.550000 sec): 3 clusters
  Score: Raw -142520.133733 + Penalty 2432.054435 = -140088.079298
  nChanged 10
		SP:Iteration 48Q (76013.710000 sec): 3 clusters
  Score: Raw -142527.073403 + Penalty 2432.054435 = -140095.018968
  nChanged 11
		SP:Iteration 49Q (76013.870000 sec): 3 clusters
  Score: Raw -142534.804850 + Penalty 2432.054435 = -140102.750414
  nChanged 7
		SP:Iteration 50Q (76014.030000 sec): 3 clusters
  Score: Raw -142539.185395 + Penalty 2432.054435 = -140107.130960
  nChanged 5
		SP:Iteration 51Q (76014.190000 sec): 3 clusters
  Score: Raw -142542.493606 + Penalty 2432.054435 = -140110.439171
  nChanged 6
		SP:Iteration 52Q (76014.350000 sec): 3 clusters
  Score: Raw -142545.244997 + Penalty 2432.054435 = -140113.190562
  nChanged 2
		SP:Iteration 53Q (76014.510000 sec): 3 clusters
  Score: Raw -142546.355206 + Penalty 2432.054435 = -140114.300771
  nChanged 3
		SP:Iteration 54Q (76014.730000 sec): 3 clusters
  Score: Raw -142547.437497 + Penalty 2432.054435 = -140115.383062
  nChanged 2
		SP:Iteration 55Q (76014.900000 sec): 3 clusters
  Score: Raw -142550.879257 + Penalty 2432.054435 = -140118.824822
  nChanged 4
		SP:Iteration 56Q (76015.140000 sec): 3 clusters
  Score: Raw -142553.948808 + Penalty 2432.054435 = -140121.894373
  nChanged 5
		SP:Iteration 57Q (76015.330000 sec): 3 clusters
  Score: Raw -142558.040867 + Penalty 2432.054435 = -140125.986432
  nChanged 8
		SP:Iteration 58Q (76015.480000 sec): 3 clusters
  Score: Raw -142565.032182 + Penalty 2432.054435 = -140132.977747
  nChanged 12
		SP:Iteration 59Q (76015.670000 sec): 3 clusters
  Score: Raw -142580.324301 + Penalty 2432.054435 = -140148.269865
  nChanged 20
		SP:Iteration 60F (76015.870000 sec): 3 clusters
  Score: Raw -142603.379367 + Penalty 2432.054435 = -140171.324932
  nChanged 15
		SP:Iteration 61Q (76015.970000 sec): 3 clusters
  Score: Raw -142612.142478 + Penalty 2432.054435 = -140180.088043
  nChanged 16
		SP:Iteration 62Q (76016.190000 sec): 3 clusters
  Score: Raw -142622.578692 + Penalty 2432.054435 = -140190.524257
  nChanged 15
		SP:Iteration 63Q (76016.370000 sec): 3 clusters
  Score: Raw -142632.721339 + Penalty 2432.054435 = -140200.666903
  nChanged 12
		SP:Iteration 64Q (76016.560000 sec): 3 clusters
  Score: Raw -142641.695116 + Penalty 2432.054435 = -140209.640681
  nChanged 16
		SP:Iteration 65Q (76016.730000 sec): 3 clusters
  Score: Raw -142655.047519 + Penalty 2432.054435 = -140222.993084
  nChanged 14
		SP:Iteration 66Q (76016.920000 sec): 3 clusters
  Score: Raw -142666.062511 + Penalty 2432.054435 = -140234.008076
  nChanged 15
		SP:Iteration 67Q (76017.040000 sec): 3 clusters
  Score: Raw -142674.484221 + Penalty 2432.054435 = -140242.429786
  nChanged 4
		SP:Iteration 68Q (76017.170000 sec): 3 clusters
  Score: Raw -142676.580862 + Penalty 2432.054435 = -140244.526427
  nChanged 3
		SP:Iteration 69Q (76017.320000 sec): 3 clusters
  Score: Raw -142679.013597 + Penalty 2432.054435 = -140246.959162
  nChanged 3
		SP:Iteration 70Q (76017.510000 sec): 3 clusters
  Score: Raw -142680.403688 + Penalty 2432.054435 = -140248.349253
  nChanged 5
		SP:Iteration 71Q (76017.690000 sec): 3 clusters
  Score: Raw -142682.360647 + Penalty 2432.054435 = -140250.306212
  nChanged 2
		SP:Iteration 72Q (76017.850000 sec): 3 clusters
  Score: Raw -142684.448108 + Penalty 2432.054435 = -140252.393673
  nChanged 2
		SP:Iteration 73Q (76018.030000 sec): 3 clusters
  Score: Raw -142685.024311 + Penalty 2432.054435 = -140252.969875
  nChanged 1
		SP:Iteration 74Q (76018.210000 sec): 3 clusters
  Score: Raw -142685.233388 + Penalty 2432.054435 = -140253.178953
  nChanged 1
		SP:Iteration 75Q (76018.370000 sec): 3 clusters
  Score: Raw -142685.980894 + Penalty 2432.054435 = -140253.926459
  nChanged 2
		SP:Iteration 76Q (76018.530000 sec): 3 clusters
  Score: Raw -142687.038062 + Penalty 2432.054435 = -140254.983627
  nChanged 2
		SP:Iteration 77Q (76018.710000 sec): 3 clusters
  Score: Raw -142688.060463 + Penalty 2432.054435 = -140256.006028
  nChanged 0
		SP:Iteration 78F (76018.880000 sec): 3 clusters
  Score: Raw -142688.060463 + Penalty 2432.054435 = -140256.006028
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 47 (7141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76019.010000 sec): 2 clusters
  Score: Raw -596368.621831 + Penalty 1441.961317 = -594926.660514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76019.220000 sec): 3 clusters
  Score: Raw -592548.556954 + Penalty 2883.922633 = -589664.634321
  nChanged 2949
		SP:Iteration 1F (76019.460000 sec): 3 clusters
  Score: Raw -594192.827826 + Penalty 2883.922633 = -591308.905193
  nChanged 418
		SP:Iteration 2F (76019.650000 sec): 3 clusters
  Score: Raw -594389.857825 + Penalty 2883.922633 = -591505.935192
  nChanged 376
		SP:Iteration 3F (76019.850000 sec): 3 clusters
  Score: Raw -594559.961456 + Penalty 2883.922633 = -591676.038823
  nChanged 324
		SP:Iteration 4Q (76020.060000 sec): 3 clusters
  Score: Raw -594712.684676 + Penalty 2883.922633 = -591828.762043
  nChanged 331
		SP:Iteration 5Q (76020.260000 sec): 3 clusters
  Score: Raw -594876.610463 + Penalty 2883.922633 = -591992.687830
  nChanged 307
		SP:Iteration 6Q (76020.460000 sec): 3 clusters
  Score: Raw -595024.597009 + Penalty 2883.922633 = -592140.674376
  nChanged 290
		SP:Iteration 7Q (76020.680000 sec): 3 clusters
  Score: Raw -595180.508118 + Penalty 2883.922633 = -592296.585485
  nChanged 303
		SP:Iteration 8Q (76020.950000 sec): 3 clusters
  Score: Raw -595369.282601 + Penalty 2883.922633 = -592485.359968
  nChanged 316
		SP:Iteration 9Q (76021.110000 sec): 3 clusters
  Score: Raw -595561.885501 + Penalty 2883.922633 = -592677.962868
  nChanged 284
		SP:Iteration 10Q (76021.320000 sec): 3 clusters
  Score: Raw -595737.890548 + Penalty 2883.922633 = -592853.967915
  nChanged 247
		SP:Iteration 11Q (76021.510000 sec): 3 clusters
  Score: Raw -595886.615093 + Penalty 2883.922633 = -593002.692460
  nChanged 210
		SP:Iteration 12Q (76021.740000 sec): 3 clusters
  Score: Raw -596015.806550 + Penalty 2883.922633 = -593131.883917
  nChanged 178
		SP:Iteration 13Q (76021.960000 sec): 3 clusters
  Score: Raw -596126.475301 + Penalty 2883.922633 = -593242.552668
  nChanged 152
		SP:Iteration 14Q (76022.240000 sec): 3 clusters
  Score: Raw -596238.938339 + Penalty 2883.922633 = -593355.015706
  nChanged 124
		SP:Iteration 15Q (76022.470000 sec): 3 clusters
  Score: Raw -596323.325411 + Penalty 2883.922633 = -593439.402778
  nChanged 93
		SP:Iteration 16Q (76022.650000 sec): 3 clusters
  Score: Raw -596387.405955 + Penalty 2883.922633 = -593503.483322
  nChanged 75
		SP:Iteration 17Q (76022.840000 sec): 3 clusters
  Score: Raw -596436.753794 + Penalty 2883.922633 = -593552.831161
  nChanged 50
		SP:Iteration 18Q (76022.980000 sec): 3 clusters
  Score: Raw -596464.571186 + Penalty 2883.922633 = -593580.648553
  nChanged 38
		SP:Iteration 19Q (76023.160000 sec): 3 clusters
  Score: Raw -596490.584313 + Penalty 2883.922633 = -593606.661680
  nChanged 33
		SP:Iteration 20F (76023.360000 sec): 3 clusters
  Score: Raw -596519.602413 + Penalty 2883.922633 = -593635.679780
  nChanged 31
		SP:Iteration 21Q (76023.560000 sec): 3 clusters
  Score: Raw -596543.689026 + Penalty 2883.922633 = -593659.766393
  nChanged 27
		SP:Iteration 22Q (76023.730000 sec): 3 clusters
  Score: Raw -596561.678256 + Penalty 2883.922633 = -593677.755623
  nChanged 30
		SP:Iteration 23Q (76023.950000 sec): 3 clusters
  Score: Raw -596586.231043 + Penalty 2883.922633 = -593702.308410
  nChanged 27
		SP:Iteration 24Q (76024.140000 sec): 3 clusters
  Score: Raw -596605.144552 + Penalty 2883.922633 = -593721.221919
  nChanged 20
		SP:Iteration 25Q (76024.340000 sec): 3 clusters
  Score: Raw -596616.594111 + Penalty 2883.922633 = -593732.671478
  nChanged 12
		SP:Iteration 26Q (76024.560000 sec): 3 clusters
  Score: Raw -596623.732246 + Penalty 2883.922633 = -593739.809613
  nChanged 11
		SP:Iteration 27Q (76024.790000 sec): 3 clusters
  Score: Raw -596629.032148 + Penalty 2883.922633 = -593745.109515
  nChanged 5
		SP:Iteration 28Q (76025.020000 sec): 3 clusters
  Score: Raw -596631.650447 + Penalty 2883.922633 = -593747.727814
  nChanged 4
		SP:Iteration 29Q (76025.220000 sec): 3 clusters
  Score: Raw -596634.020456 + Penalty 2883.922633 = -593750.097823
  nChanged 6
		SP:Iteration 30Q (76025.400000 sec): 3 clusters
  Score: Raw -596636.592356 + Penalty 2883.922633 = -593752.669723
  nChanged 3
		SP:Iteration 31Q (76025.570000 sec): 3 clusters
  Score: Raw -596638.847888 + Penalty 2883.922633 = -593754.925255
  nChanged 2
		SP:Iteration 32Q (76025.750000 sec): 3 clusters
  Score: Raw -596639.754305 + Penalty 2883.922633 = -593755.831672
  nChanged 1
		SP:Iteration 33Q (76025.960000 sec): 3 clusters
  Score: Raw -596640.162158 + Penalty 2883.922633 = -593756.239525
  nChanged 0
		SP:Iteration 34F (76026.170000 sec): 3 clusters
  Score: Raw -596640.162158 + Penalty 2883.922633 = -593756.239525
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 48 (10033 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76026.350000 sec): 2 clusters
  Score: Raw -767450.889619 + Penalty 1497.215678 = -765953.673942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76026.560000 sec): 3 clusters
  Score: Raw -761726.633033 + Penalty 2994.431355 = -758732.201677
  nChanged 4362
		SP:Iteration 1F (76026.800000 sec): 3 clusters
  Score: Raw -764201.242554 + Penalty 2994.431355 = -761206.811199
  nChanged 641
		SP:Iteration 2F (76027.020000 sec): 3 clusters
  Score: Raw -764495.330598 + Penalty 2994.431355 = -761500.899243
  nChanged 535
		SP:Iteration 3F (76027.250000 sec): 3 clusters
  Score: Raw -764724.330440 + Penalty 2994.431355 = -761729.899085
  nChanged 465
		SP:Iteration 4Q (76027.480000 sec): 3 clusters
  Score: Raw -764941.414426 + Penalty 2994.431355 = -761946.983071
  nChanged 441
		SP:Iteration 5Q (76027.680000 sec): 3 clusters
  Score: Raw -765164.916118 + Penalty 2994.431355 = -762170.484763
  nChanged 441
		SP:Iteration 6Q (76027.890000 sec): 3 clusters
  Score: Raw -765386.991234 + Penalty 2994.431355 = -762392.559878
  nChanged 398
		SP:Iteration 7Q (76028.140000 sec): 3 clusters
  Score: Raw -765616.404418 + Penalty 2994.431355 = -762621.973063
  nChanged 445
		SP:Iteration 8Q (76028.320000 sec): 3 clusters
  Score: Raw -765886.723274 + Penalty 2994.431355 = -762892.291919
  nChanged 407
		SP:Iteration 9Q (76028.510000 sec): 3 clusters
  Score: Raw -766142.766467 + Penalty 2994.431355 = -763148.335111
  nChanged 389
		SP:Iteration 10Q (76028.740000 sec): 3 clusters
  Score: Raw -766418.591711 + Penalty 2994.431355 = -763424.160356
  nChanged 375
		SP:Iteration 11Q (76028.980000 sec): 3 clusters
  Score: Raw -766650.643364 + Penalty 2994.431355 = -763656.212009
  nChanged 330
		SP:Iteration 12Q (76029.210000 sec): 3 clusters
  Score: Raw -766834.224359 + Penalty 2994.431355 = -763839.793004
  nChanged 253
		SP:Iteration 13Q (76029.480000 sec): 3 clusters
  Score: Raw -766955.902153 + Penalty 2994.431355 = -763961.470798
  nChanged 209
		SP:Iteration 14Q (76029.730000 sec): 3 clusters
  Score: Raw -767044.033898 + Penalty 2994.431355 = -764049.602543
  nChanged 149
		SP:Iteration 15Q (76029.960000 sec): 3 clusters
  Score: Raw -767094.943402 + Penalty 2994.431355 = -764100.512047
  nChanged 114
		SP:Iteration 16Q (76030.210000 sec): 3 clusters
  Score: Raw -767125.111698 + Penalty 2994.431355 = -764130.680343
  nChanged 100
		SP:Iteration 17Q (76030.430000 sec): 3 clusters
  Score: Raw -767150.059629 + Penalty 2994.431355 = -764155.628274
  nChanged 75
		SP:Iteration 18Q (76030.670000 sec): 3 clusters
  Score: Raw -767168.030839 + Penalty 2994.431355 = -764173.599484
  nChanged 63
		SP:Iteration 19Q (76030.890000 sec): 3 clusters
  Score: Raw -767186.013585 + Penalty 2994.431355 = -764191.582230
  nChanged 75
		SP:Iteration 20F (76031.150000 sec): 3 clusters
  Score: Raw -767203.721893 + Penalty 2994.431355 = -764209.290538
  nChanged 71
		SP:Iteration 21Q (76031.410000 sec): 3 clusters
  Score: Raw -767220.638680 + Penalty 2994.431355 = -764226.207325
  nChanged 71
		SP:Iteration 22Q (76031.580000 sec): 3 clusters
  Score: Raw -767236.167585 + Penalty 2994.431355 = -764241.736230
  nChanged 57
		SP:Iteration 23Q (76031.820000 sec): 3 clusters
  Score: Raw -767248.215003 + Penalty 2994.431355 = -764253.783647
  nChanged 47
		SP:Iteration 24Q (76032.070000 sec): 3 clusters
  Score: Raw -767255.695367 + Penalty 2994.431355 = -764261.264012
  nChanged 47
		SP:Iteration 25Q (76032.310000 sec): 3 clusters
  Score: Raw -767264.343201 + Penalty 2994.431355 = -764269.911846
  nChanged 48
		SP:Iteration 26Q (76032.610000 sec): 3 clusters
  Score: Raw -767272.875279 + Penalty 2994.431355 = -764278.443924
  nChanged 38
		SP:Iteration 27Q (76032.890000 sec): 3 clusters
  Score: Raw -767278.599231 + Penalty 2994.431355 = -764284.167876
  nChanged 33
		SP:Iteration 28Q (76033.140000 sec): 3 clusters
  Score: Raw -767282.775417 + Penalty 2994.431355 = -764288.344062
  nChanged 22
		SP:Iteration 29Q (76033.410000 sec): 3 clusters
  Score: Raw -767285.118646 + Penalty 2994.431355 = -764290.687291
  nChanged 17
		SP:Iteration 30Q (76033.710000 sec): 3 clusters
  Score: Raw -767287.154435 + Penalty 2994.431355 = -764292.723080
  nChanged 14
		SP:Iteration 31Q (76033.970000 sec): 3 clusters
  Score: Raw -767288.535252 + Penalty 2994.431355 = -764294.103897
  nChanged 6
		SP:Iteration 32Q (76034.280000 sec): 3 clusters
  Score: Raw -767289.205085 + Penalty 2994.431355 = -764294.773730
  nChanged 3
		SP:Iteration 33Q (76034.490000 sec): 3 clusters
  Score: Raw -767289.412505 + Penalty 2994.431355 = -764294.981150
  nChanged 3
		SP:Iteration 34Q (76034.700000 sec): 3 clusters
  Score: Raw -767289.742586 + Penalty 2994.431355 = -764295.311231
  nChanged 1
		SP:Iteration 35Q (76034.960000 sec): 3 clusters
  Score: Raw -767289.800479 + Penalty 2994.431355 = -764295.369124
  nChanged 1
		SP:Iteration 36Q (76035.230000 sec): 3 clusters
  Score: Raw -767289.925644 + Penalty 2994.431355 = -764295.494289
  nChanged 1
		SP:Iteration 37Q (76035.470000 sec): 3 clusters
  Score: Raw -767289.980642 + Penalty 2994.431355 = -764295.549287
  nChanged 0
		SP:Iteration 38F (76035.710000 sec): 3 clusters
  Score: Raw -767289.980642 + Penalty 2994.431355 = -764295.549287
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 49 (4540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76035.790000 sec): 2 clusters
  Score: Raw -382782.375087 + Penalty 1368.360872 = -381414.014215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76036.010000 sec): 3 clusters
  Score: Raw -380453.893406 + Penalty 2736.721745 = -377717.171661
  nChanged 1859
		SP:Iteration 1F (76036.230000 sec): 3 clusters
  Score: Raw -381612.775594 + Penalty 2736.721745 = -378876.053849
  nChanged 371
		SP:Iteration 2F (76036.460000 sec): 3 clusters
  Score: Raw -381882.790060 + Penalty 2736.721745 = -379146.068316
  nChanged 293
		SP:Iteration 3F (76036.650000 sec): 3 clusters
  Score: Raw -382096.605105 + Penalty 2736.721745 = -379359.883361
  nChanged 255
		SP:Iteration 4F (76036.800000 sec): 3 clusters
  Score: Raw -382296.488200 + Penalty 2736.721745 = -379559.766456
  nChanged 235
		SP:Iteration 5F (76036.990000 sec): 3 clusters
  Score: Raw -382472.766250 + Penalty 2736.721745 = -379736.044506
  nChanged 199
		SP:Iteration 6Q (76037.160000 sec): 3 clusters
  Score: Raw -382622.265712 + Penalty 2736.721745 = -379885.543967
  nChanged 175
		SP:Iteration 7Q (76037.330000 sec): 3 clusters
  Score: Raw -382733.684608 + Penalty 2736.721745 = -379996.962863
  nChanged 128
		SP:Iteration 8Q (76037.510000 sec): 3 clusters
  Score: Raw -382816.483237 + Penalty 2736.721745 = -380079.761492
  nChanged 97
		SP:Iteration 9Q (76037.700000 sec): 3 clusters
  Score: Raw -382883.847838 + Penalty 2736.721745 = -380147.126093
  nChanged 89
		SP:Iteration 10Q (76037.870000 sec): 3 clusters
  Score: Raw -382945.845213 + Penalty 2736.721745 = -380209.123468
  nChanged 76
		SP:Iteration 11Q (76038.040000 sec): 3 clusters
  Score: Raw -382995.942044 + Penalty 2736.721745 = -380259.220300
  nChanged 48
		SP:Iteration 12Q (76038.230000 sec): 3 clusters
  Score: Raw -383020.029584 + Penalty 2736.721745 = -380283.307839
  nChanged 40
		SP:Iteration 13Q (76038.390000 sec): 3 clusters
  Score: Raw -383041.936388 + Penalty 2736.721745 = -380305.214643
  nChanged 32
		SP:Iteration 14Q (76038.570000 sec): 3 clusters
  Score: Raw -383060.680925 + Penalty 2736.721745 = -380323.959180
  nChanged 27
		SP:Iteration 15Q (76038.730000 sec): 3 clusters
  Score: Raw -383076.244737 + Penalty 2736.721745 = -380339.522992
  nChanged 21
		SP:Iteration 16Q (76038.920000 sec): 3 clusters
  Score: Raw -383088.095582 + Penalty 2736.721745 = -380351.373838
  nChanged 17
		SP:Iteration 17Q (76039.120000 sec): 3 clusters
  Score: Raw -383100.801322 + Penalty 2736.721745 = -380364.079577
  nChanged 15
		SP:Iteration 18Q (76039.290000 sec): 3 clusters
  Score: Raw -383108.947649 + Penalty 2736.721745 = -380372.225904
  nChanged 16
		SP:Iteration 19Q (76039.430000 sec): 3 clusters
  Score: Raw -383119.498066 + Penalty 2736.721745 = -380382.776322
  nChanged 16
		SP:Iteration 20F (76039.610000 sec): 3 clusters
  Score: Raw -383128.856488 + Penalty 2736.721745 = -380392.134743
  nChanged 10
		SP:Iteration 21Q (76039.790000 sec): 3 clusters
  Score: Raw -383133.798298 + Penalty 2736.721745 = -380397.076553
  nChanged 9
		SP:Iteration 22Q (76040.000000 sec): 3 clusters
  Score: Raw -383139.478891 + Penalty 2736.721745 = -380402.757146
  nChanged 12
		SP:Iteration 23Q (76040.200000 sec): 3 clusters
  Score: Raw -383145.088353 + Penalty 2736.721745 = -380408.366608
  nChanged 6
		SP:Iteration 24Q (76040.400000 sec): 3 clusters
  Score: Raw -383146.421239 + Penalty 2736.721745 = -380409.699494
  nChanged 2
		SP:Iteration 25Q (76040.570000 sec): 3 clusters
  Score: Raw -383147.340232 + Penalty 2736.721745 = -380410.618488
  nChanged 1
		SP:Iteration 26Q (76040.750000 sec): 3 clusters
  Score: Raw -383148.028266 + Penalty 2736.721745 = -380411.306522
  nChanged 3
		SP:Iteration 27Q (76040.960000 sec): 3 clusters
  Score: Raw -383149.551431 + Penalty 2736.721745 = -380412.829686
  nChanged 0
		SP:Iteration 28F (76041.100000 sec): 3 clusters
  Score: Raw -383149.551431 + Penalty 2736.721745 = -380412.829686
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 50 (7868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76041.270000 sec): 2 clusters
  Score: Raw -733275.095470 + Penalty 1457.715867 = -731817.379604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76041.470000 sec): 3 clusters
  Score: Raw -728921.641122 + Penalty 2915.431733 = -726006.209389
  nChanged 3328
		SP:Iteration 1F (76041.730000 sec): 3 clusters
  Score: Raw -730773.645570 + Penalty 2915.431733 = -727858.213837
  nChanged 470
		SP:Iteration 2F (76041.990000 sec): 3 clusters
  Score: Raw -730953.514108 + Penalty 2915.431733 = -728038.082375
  nChanged 349
		SP:Iteration 3Q (76042.180000 sec): 3 clusters
  Score: Raw -731087.789397 + Penalty 2915.431733 = -728172.357664
  nChanged 292
		SP:Iteration 4Q (76042.430000 sec): 3 clusters
  Score: Raw -731211.928347 + Penalty 2915.431733 = -728296.496614
  nChanged 295
		SP:Iteration 5Q (76042.690000 sec): 3 clusters
  Score: Raw -731342.394461 + Penalty 2915.431733 = -728426.962728
  nChanged 288
		SP:Iteration 6Q (76042.910000 sec): 3 clusters
  Score: Raw -731462.348440 + Penalty 2915.431733 = -728546.916707
  nChanged 266
		SP:Iteration 7Q (76043.120000 sec): 3 clusters
  Score: Raw -731587.494262 + Penalty 2915.431733 = -728672.062528
  nChanged 291
		SP:Iteration 8Q (76043.350000 sec): 3 clusters
  Score: Raw -731741.581245 + Penalty 2915.431733 = -728826.149512
  nChanged 316
		SP:Iteration 9Q (76043.550000 sec): 3 clusters
  Score: Raw -731923.646854 + Penalty 2915.431733 = -729008.215121
  nChanged 324
		SP:Iteration 10Q (76043.750000 sec): 3 clusters
  Score: Raw -732135.631515 + Penalty 2915.431733 = -729220.199782
  nChanged 346
		SP:Iteration 11Q (76043.980000 sec): 3 clusters
  Score: Raw -732401.096888 + Penalty 2915.431733 = -729485.665154
  nChanged 315
		SP:Iteration 12Q (76044.190000 sec): 3 clusters
  Score: Raw -732651.178994 + Penalty 2915.431733 = -729735.747261
  nChanged 271
		SP:Iteration 13Q (76044.400000 sec): 3 clusters
  Score: Raw -732867.769026 + Penalty 2915.431733 = -729952.337293
  nChanged 195
		SP:Iteration 14Q (76044.590000 sec): 3 clusters
  Score: Raw -733027.662389 + Penalty 2915.431733 = -730112.230655
  nChanged 148
		SP:Iteration 15Q (76044.790000 sec): 3 clusters
  Score: Raw -733142.552330 + Penalty 2915.431733 = -730227.120597
  nChanged 105
		SP:Iteration 16Q (76045.000000 sec): 3 clusters
  Score: Raw -733213.395417 + Penalty 2915.431733 = -730297.963684
  nChanged 64
		SP:Iteration 17Q (76045.200000 sec): 3 clusters
  Score: Raw -733271.240382 + Penalty 2915.431733 = -730355.808649
  nChanged 41
		SP:Iteration 18Q (76045.410000 sec): 3 clusters
  Score: Raw -733305.048452 + Penalty 2915.431733 = -730389.616718
  nChanged 28
		SP:Iteration 19Q (76045.610000 sec): 3 clusters
  Score: Raw -733330.105046 + Penalty 2915.431733 = -730414.673313
  nChanged 22
		SP:Iteration 20F (76045.800000 sec): 3 clusters
  Score: Raw -733347.765601 + Penalty 2915.431733 = -730432.333867
  nChanged 12
		SP:Iteration 21Q (76046.040000 sec): 3 clusters
  Score: Raw -733357.526156 + Penalty 2915.431733 = -730442.094423
  nChanged 15
		SP:Iteration 22Q (76046.260000 sec): 3 clusters
  Score: Raw -733370.571116 + Penalty 2915.431733 = -730455.139382
  nChanged 12
		SP:Iteration 23Q (76046.510000 sec): 3 clusters
  Score: Raw -733380.153178 + Penalty 2915.431733 = -730464.721444
  nChanged 11
		SP:Iteration 24Q (76046.780000 sec): 3 clusters
  Score: Raw -733389.671004 + Penalty 2915.431733 = -730474.239270
  nChanged 7
		SP:Iteration 25Q (76047.040000 sec): 3 clusters
  Score: Raw -733395.604993 + Penalty 2915.431733 = -730480.173259
  nChanged 5
		SP:Iteration 26Q (76047.250000 sec): 3 clusters
  Score: Raw -733399.582670 + Penalty 2915.431733 = -730484.150936
  nChanged 6
		SP:Iteration 27Q (76047.390000 sec): 3 clusters
  Score: Raw -733408.806013 + Penalty 2915.431733 = -730493.374279
  nChanged 14
		SP:Iteration 28Q (76047.570000 sec): 3 clusters
  Score: Raw -733423.268037 + Penalty 2915.431733 = -730507.836304
  nChanged 11
		SP:Iteration 29Q (76047.800000 sec): 3 clusters
  Score: Raw -733436.596511 + Penalty 2915.431733 = -730521.164778
  nChanged 12
		SP:Iteration 30Q (76048.000000 sec): 3 clusters
  Score: Raw -733453.469298 + Penalty 2915.431733 = -730538.037564
  nChanged 15
		SP:Iteration 31Q (76048.180000 sec): 3 clusters
  Score: Raw -733468.859879 + Penalty 2915.431733 = -730553.428145
  nChanged 9
		SP:Iteration 32Q (76048.380000 sec): 3 clusters
  Score: Raw -733484.800354 + Penalty 2915.431733 = -730569.368620
  nChanged 7
		SP:Iteration 33Q (76048.620000 sec): 3 clusters
  Score: Raw -733492.859187 + Penalty 2915.431733 = -730577.427454
  nChanged 7
		SP:Iteration 34Q (76048.830000 sec): 3 clusters
  Score: Raw -733498.570064 + Penalty 2915.431733 = -730583.138331
  nChanged 2
		SP:Iteration 35Q (76049.050000 sec): 3 clusters
  Score: Raw -733500.356580 + Penalty 2915.431733 = -730584.924846
  nChanged 1
		SP:Iteration 36Q (76049.240000 sec): 3 clusters
  Score: Raw -733500.921581 + Penalty 2915.431733 = -730585.489848
  nChanged 3
		SP:Iteration 37Q (76049.500000 sec): 3 clusters
  Score: Raw -733505.021479 + Penalty 2915.431733 = -730589.589745
  nChanged 1
		SP:Iteration 38Q (76049.720000 sec): 3 clusters
  Score: Raw -733505.726428 + Penalty 2915.431733 = -730590.294694
  nChanged 0
		SP:Iteration 39F (76049.930000 sec): 3 clusters
  Score: Raw -733505.726428 + Penalty 2915.431733 = -730590.294694
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 51 (11673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76050.060000 sec): 2 clusters
  Score: Raw -995747.884898 + Penalty 1521.817986 = -994226.066912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76050.340000 sec): 3 clusters
  Score: Raw -989014.865303 + Penalty 3043.635973 = -985971.229331
  nChanged 5108
		SP:Iteration 1F (76050.590000 sec): 3 clusters
  Score: Raw -991759.799117 + Penalty 3043.635973 = -988716.163144
  nChanged 675
		SP:Iteration 2F (76050.790000 sec): 3 clusters
  Score: Raw -992071.741290 + Penalty 3043.635973 = -989028.105317
  nChanged 632
		SP:Iteration 3F (76051.020000 sec): 3 clusters
  Score: Raw -992369.476091 + Penalty 3043.635973 = -989325.840118
  nChanged 584
		SP:Iteration 4F (76051.280000 sec): 3 clusters
  Score: Raw -992672.013214 + Penalty 3043.635973 = -989628.377241
  nChanged 575
		SP:Iteration 5Q (76051.550000 sec): 3 clusters
  Score: Raw -992978.406422 + Penalty 3043.635973 = -989934.770450
  nChanged 561
		SP:Iteration 6Q (76051.780000 sec): 3 clusters
  Score: Raw -993298.827490 + Penalty 3043.635973 = -990255.191517
  nChanged 561
		SP:Iteration 7Q (76052.000000 sec): 3 clusters
  Score: Raw -993649.457206 + Penalty 3043.635973 = -990605.821233
  nChanged 569
		SP:Iteration 8Q (76052.280000 sec): 3 clusters
  Score: Raw -994034.773043 + Penalty 3043.635973 = -990991.137071
  nChanged 539
		SP:Iteration 9Q (76052.560000 sec): 3 clusters
  Score: Raw -994413.672452 + Penalty 3043.635973 = -991370.036480
  nChanged 474
		SP:Iteration 10Q (76052.830000 sec): 3 clusters
  Score: Raw -994723.398059 + Penalty 3043.635973 = -991679.762086
  nChanged 378
		SP:Iteration 11Q (76053.070000 sec): 3 clusters
  Score: Raw -994949.797518 + Penalty 3043.635973 = -991906.161545
  nChanged 295
		SP:Iteration 12Q (76053.290000 sec): 3 clusters
  Score: Raw -995108.684451 + Penalty 3043.635973 = -992065.048478
  nChanged 229
		SP:Iteration 13Q (76053.500000 sec): 3 clusters
  Score: Raw -995204.953597 + Penalty 3043.635973 = -992161.317624
  nChanged 177
		SP:Iteration 14Q (76053.740000 sec): 3 clusters
  Score: Raw -995284.688701 + Penalty 3043.635973 = -992241.052728
  nChanged 163
		SP:Iteration 15Q (76053.910000 sec): 3 clusters
  Score: Raw -995352.991047 + Penalty 3043.635973 = -992309.355075
  nChanged 140
		SP:Iteration 16Q (76054.160000 sec): 3 clusters
  Score: Raw -995407.428040 + Penalty 3043.635973 = -992363.792068
  nChanged 136
		SP:Iteration 17Q (76054.340000 sec): 3 clusters
  Score: Raw -995455.010714 + Penalty 3043.635973 = -992411.374741
  nChanged 128
		SP:Iteration 18Q (76054.550000 sec): 3 clusters
  Score: Raw -995500.210159 + Penalty 3043.635973 = -992456.574186
  nChanged 117
		SP:Iteration 19Q (76054.760000 sec): 3 clusters
  Score: Raw -995536.060269 + Penalty 3043.635973 = -992492.424297
  nChanged 103
		SP:Iteration 20F (76054.970000 sec): 3 clusters
  Score: Raw -995570.297632 + Penalty 3043.635973 = -992526.661659
  nChanged 101
		SP:Iteration 21Q (76055.200000 sec): 3 clusters
  Score: Raw -995602.276423 + Penalty 3043.635973 = -992558.640450
  nChanged 95
		SP:Iteration 22Q (76055.380000 sec): 3 clusters
  Score: Raw -995633.033955 + Penalty 3043.635973 = -992589.397983
  nChanged 83
		SP:Iteration 23Q (76055.620000 sec): 3 clusters
  Score: Raw -995657.096335 + Penalty 3043.635973 = -992613.460362
  nChanged 74
		SP:Iteration 24Q (76055.910000 sec): 3 clusters
  Score: Raw -995675.699790 + Penalty 3043.635973 = -992632.063818
  nChanged 53
		SP:Iteration 25Q (76056.160000 sec): 3 clusters
  Score: Raw -995687.584137 + Penalty 3043.635973 = -992643.948165
  nChanged 34
		SP:Iteration 26Q (76056.430000 sec): 3 clusters
  Score: Raw -995695.878632 + Penalty 3043.635973 = -992652.242659
  nChanged 37
		SP:Iteration 27Q (76056.680000 sec): 3 clusters
  Score: Raw -995706.469395 + Penalty 3043.635973 = -992662.833422
  nChanged 41
		SP:Iteration 28Q (76056.940000 sec): 3 clusters
  Score: Raw -995716.143485 + Penalty 3043.635973 = -992672.507513
  nChanged 40
		SP:Iteration 29Q (76057.160000 sec): 3 clusters
  Score: Raw -995725.618711 + Penalty 3043.635973 = -992681.982738
  nChanged 47
		SP:Iteration 30Q (76057.380000 sec): 3 clusters
  Score: Raw -995736.754612 + Penalty 3043.635973 = -992693.118639
  nChanged 39
		SP:Iteration 31Q (76057.600000 sec): 3 clusters
  Score: Raw -995744.855734 + Penalty 3043.635973 = -992701.219761
  nChanged 39
		SP:Iteration 32Q (76057.800000 sec): 3 clusters
  Score: Raw -995753.108507 + Penalty 3043.635973 = -992709.472534
  nChanged 38
		SP:Iteration 33Q (76058.050000 sec): 3 clusters
  Score: Raw -995762.693628 + Penalty 3043.635973 = -992719.057656
  nChanged 33
		SP:Iteration 34Q (76058.240000 sec): 3 clusters
  Score: Raw -995770.954961 + Penalty 3043.635973 = -992727.318988
  nChanged 38
		SP:Iteration 35Q (76058.440000 sec): 3 clusters
  Score: Raw -995779.350565 + Penalty 3043.635973 = -992735.714593
  nChanged 42
		SP:Iteration 36Q (76058.670000 sec): 3 clusters
  Score: Raw -995789.487256 + Penalty 3043.635973 = -992745.851283
  nChanged 41
		SP:Iteration 37Q (76058.900000 sec): 3 clusters
  Score: Raw -995798.951098 + Penalty 3043.635973 = -992755.315125
  nChanged 33
		SP:Iteration 38Q (76059.150000 sec): 3 clusters
  Score: Raw -995808.091908 + Penalty 3043.635973 = -992764.455935
  nChanged 36
		SP:Iteration 39Q (76059.440000 sec): 3 clusters
  Score: Raw -995817.211403 + Penalty 3043.635973 = -992773.575431
  nChanged 41
		SP:Iteration 40F (76059.710000 sec): 3 clusters
  Score: Raw -995829.762481 + Penalty 3043.635973 = -992786.126509
  nChanged 37
		SP:Iteration 41Q (76059.960000 sec): 3 clusters
  Score: Raw -995838.751082 + Penalty 3043.635973 = -992795.115110
  nChanged 33
		SP:Iteration 42Q (76060.170000 sec): 3 clusters
  Score: Raw -995848.701618 + Penalty 3043.635973 = -992805.065646
  nChanged 34
		SP:Iteration 43Q (76060.410000 sec): 3 clusters
  Score: Raw -995859.362898 + Penalty 3043.635973 = -992815.726926
  nChanged 40
		SP:Iteration 44Q (76060.610000 sec): 3 clusters
  Score: Raw -995874.558716 + Penalty 3043.635973 = -992830.922744
  nChanged 42
		SP:Iteration 45Q (76060.870000 sec): 3 clusters
  Score: Raw -995888.992249 + Penalty 3043.635973 = -992845.356276
  nChanged 38
		SP:Iteration 46Q (76061.130000 sec): 3 clusters
  Score: Raw -995901.706943 + Penalty 3043.635973 = -992858.070970
  nChanged 40
		SP:Iteration 47Q (76061.420000 sec): 3 clusters
  Score: Raw -995914.878570 + Penalty 3043.635973 = -992871.242598
  nChanged 37
		SP:Iteration 48Q (76061.670000 sec): 3 clusters
  Score: Raw -995925.970698 + Penalty 3043.635973 = -992882.334726
  nChanged 37
		SP:Iteration 49Q (76061.920000 sec): 3 clusters
  Score: Raw -995938.560605 + Penalty 3043.635973 = -992894.924633
  nChanged 29
		SP:Iteration 50Q (76062.190000 sec): 3 clusters
  Score: Raw -995948.551933 + Penalty 3043.635973 = -992904.915960
  nChanged 31
		SP:Iteration 51Q (76062.390000 sec): 3 clusters
  Score: Raw -995959.845065 + Penalty 3043.635973 = -992916.209092
  nChanged 29
		SP:Iteration 52Q (76062.560000 sec): 3 clusters
  Score: Raw -995971.487670 + Penalty 3043.635973 = -992927.851698
  nChanged 28
		SP:Iteration 53Q (76062.760000 sec): 3 clusters
  Score: Raw -995982.795370 + Penalty 3043.635973 = -992939.159398
  nChanged 27
		SP:Iteration 54Q (76062.970000 sec): 3 clusters
  Score: Raw -995992.551838 + Penalty 3043.635973 = -992948.915865
  nChanged 19
		SP:Iteration 55Q (76063.270000 sec): 3 clusters
  Score: Raw -995997.693400 + Penalty 3043.635973 = -992954.057428
  nChanged 14
		SP:Iteration 56Q (76063.530000 sec): 3 clusters
  Score: Raw -996000.951634 + Penalty 3043.635973 = -992957.315662
  nChanged 12
		SP:Iteration 57Q (76063.710000 sec): 3 clusters
  Score: Raw -996004.272991 + Penalty 3043.635973 = -992960.637018
  nChanged 16
		SP:Iteration 58Q (76063.900000 sec): 3 clusters
  Score: Raw -996007.632572 + Penalty 3043.635973 = -992963.996600
  nChanged 7
		SP:Iteration 59Q (76064.190000 sec): 3 clusters
  Score: Raw -996008.695246 + Penalty 3043.635973 = -992965.059273
  nChanged 4
		SP:Iteration 60F (76064.500000 sec): 3 clusters
  Score: Raw -996009.725989 + Penalty 3043.635973 = -992966.090016
  nChanged 5
		SP:Iteration 61Q (76064.770000 sec): 3 clusters
  Score: Raw -996010.910422 + Penalty 3043.635973 = -992967.274450
  nChanged 5
		SP:Iteration 62Q (76065.000000 sec): 3 clusters
  Score: Raw -996011.697133 + Penalty 3043.635973 = -992968.061161
  nChanged 5
		SP:Iteration 63Q (76065.260000 sec): 3 clusters
  Score: Raw -996012.503895 + Penalty 3043.635973 = -992968.867923
  nChanged 4
		SP:Iteration 64Q (76065.550000 sec): 3 clusters
  Score: Raw -996013.276721 + Penalty 3043.635973 = -992969.640749
  nChanged 5
		SP:Iteration 65Q (76065.800000 sec): 3 clusters
  Score: Raw -996014.575366 + Penalty 3043.635973 = -992970.939393
  nChanged 3
		SP:Iteration 66Q (76066.030000 sec): 3 clusters
  Score: Raw -996015.791144 + Penalty 3043.635973 = -992972.155171
  nChanged 7
		SP:Iteration 67Q (76066.270000 sec): 3 clusters
  Score: Raw -996017.799349 + Penalty 3043.635973 = -992974.163377
  nChanged 5
		SP:Iteration 68Q (76066.530000 sec): 3 clusters
  Score: Raw -996018.623400 + Penalty 3043.635973 = -992974.987427
  nChanged 4
		SP:Iteration 69Q (76066.770000 sec): 3 clusters
  Score: Raw -996019.463313 + Penalty 3043.635973 = -992975.827340
  nChanged 7
		SP:Iteration 70Q (76066.980000 sec): 3 clusters
  Score: Raw -996021.329044 + Penalty 3043.635973 = -992977.693072
  nChanged 6
		SP:Iteration 71Q (76067.260000 sec): 3 clusters
  Score: Raw -996023.215054 + Penalty 3043.635973 = -992979.579081
  nChanged 5
		SP:Iteration 72Q (76067.490000 sec): 3 clusters
  Score: Raw -996025.884182 + Penalty 3043.635973 = -992982.248210
  nChanged 8
		SP:Iteration 73Q (76067.640000 sec): 3 clusters
  Score: Raw -996028.871467 + Penalty 3043.635973 = -992985.235495
  nChanged 9
		SP:Iteration 74Q (76067.900000 sec): 3 clusters
  Score: Raw -996031.410130 + Penalty 3043.635973 = -992987.774158
  nChanged 3
		SP:Iteration 75Q (76068.200000 sec): 3 clusters
  Score: Raw -996031.994510 + Penalty 3043.635973 = -992988.358537
  nChanged 2
		SP:Iteration 76Q (76068.440000 sec): 3 clusters
  Score: Raw -996032.548704 + Penalty 3043.635973 = -992988.912731
  nChanged 3
		SP:Iteration 77Q (76068.730000 sec): 3 clusters
  Score: Raw -996032.971961 + Penalty 3043.635973 = -992989.335989
  nChanged 2
		SP:Iteration 78Q (76069.040000 sec): 3 clusters
  Score: Raw -996033.325831 + Penalty 3043.635973 = -992989.689859
  nChanged 2
		SP:Iteration 79Q (76069.280000 sec): 3 clusters
  Score: Raw -996034.001054 + Penalty 3043.635973 = -992990.365082
  nChanged 1
		SP:Iteration 80F (76069.580000 sec): 3 clusters
  Score: Raw -996034.201741 + Penalty 3043.635973 = -992990.565769
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 52 (14665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76069.740000 sec): 2 clusters
  Score: Raw -1235414.330341 + Penalty 1558.898084 = -1233855.432256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76070.070000 sec): 3 clusters
  Score: Raw -1226884.399820 + Penalty 3117.796169 = -1223766.603651
  nChanged 6463
		SP:Iteration 1F (76070.340000 sec): 3 clusters
  Score: Raw -1230621.727343 + Penalty 3117.796169 = -1227503.931174
  nChanged 974
		SP:Iteration 2F (76070.630000 sec): 3 clusters
  Score: Raw -1231192.690897 + Penalty 3117.796169 = -1228074.894728
  nChanged 1029
		SP:Iteration 3F (76070.900000 sec): 3 clusters
  Score: Raw -1231919.751152 + Penalty 3117.796169 = -1228801.954983
  nChanged 1050
		SP:Iteration 4F (76071.130000 sec): 3 clusters
  Score: Raw -1232687.446331 + Penalty 3117.796169 = -1229569.650162
  nChanged 968
		SP:Iteration 5F (76071.430000 sec): 3 clusters
  Score: Raw -1233414.678010 + Penalty 3117.796169 = -1230296.881841
  nChanged 823
		SP:Iteration 6F (76071.780000 sec): 3 clusters
  Score: Raw -1234030.686881 + Penalty 3117.796169 = -1230912.890712
  nChanged 635
		SP:Iteration 7Q (76072.040000 sec): 3 clusters
  Score: Raw -1234464.569574 + Penalty 3117.796169 = -1231346.773405
  nChanged 477
		SP:Iteration 8Q (76072.370000 sec): 3 clusters
  Score: Raw -1234782.713345 + Penalty 3117.796169 = -1231664.917176
  nChanged 366
		SP:Iteration 9Q (76072.710000 sec): 3 clusters
  Score: Raw -1235019.478115 + Penalty 3117.796169 = -1231901.681946
  nChanged 282
		SP:Iteration 10Q (76073.030000 sec): 3 clusters
  Score: Raw -1235189.773161 + Penalty 3117.796169 = -1232071.976992
  nChanged 233
		SP:Iteration 11Q (76073.340000 sec): 3 clusters
  Score: Raw -1235314.868164 + Penalty 3117.796169 = -1232197.071995
  nChanged 189
		SP:Iteration 12Q (76073.650000 sec): 3 clusters
  Score: Raw -1235418.750639 + Penalty 3117.796169 = -1232300.954470
  nChanged 183
		SP:Iteration 13Q (76073.930000 sec): 3 clusters
  Score: Raw -1235519.052961 + Penalty 3117.796169 = -1232401.256792
  nChanged 191
		SP:Iteration 14Q (76074.180000 sec): 3 clusters
  Score: Raw -1235638.875891 + Penalty 3117.796169 = -1232521.079722
  nChanged 182
		SP:Iteration 15Q (76074.450000 sec): 3 clusters
  Score: Raw -1235752.148198 + Penalty 3117.796169 = -1232634.352029
  nChanged 148
		SP:Iteration 16Q (76074.700000 sec): 3 clusters
  Score: Raw -1235833.939539 + Penalty 3117.796169 = -1232716.143370
  nChanged 129
		SP:Iteration 17Q (76074.890000 sec): 3 clusters
  Score: Raw -1235893.088251 + Penalty 3117.796169 = -1232775.292082
  nChanged 100
		SP:Iteration 18Q (76075.090000 sec): 3 clusters
  Score: Raw -1235937.636812 + Penalty 3117.796169 = -1232819.840643
  nChanged 103
		SP:Iteration 19Q (76075.290000 sec): 3 clusters
  Score: Raw -1235971.665621 + Penalty 3117.796169 = -1232853.869452
  nChanged 72
		SP:Iteration 20F (76075.560000 sec): 3 clusters
  Score: Raw -1235995.357689 + Penalty 3117.796169 = -1232877.561520
  nChanged 71
		SP:Iteration 21Q (76075.800000 sec): 3 clusters
  Score: Raw -1236023.169858 + Penalty 3117.796169 = -1232905.373689
  nChanged 70
		SP:Iteration 22Q (76076.140000 sec): 3 clusters
  Score: Raw -1236047.293281 + Penalty 3117.796169 = -1232929.497112
  nChanged 64
		SP:Iteration 23Q (76076.380000 sec): 3 clusters
  Score: Raw -1236068.225762 + Penalty 3117.796169 = -1232950.429593
  nChanged 56
		SP:Iteration 24Q (76076.620000 sec): 3 clusters
  Score: Raw -1236086.430710 + Penalty 3117.796169 = -1232968.634541
  nChanged 56
		SP:Iteration 25Q (76076.860000 sec): 3 clusters
  Score: Raw -1236104.824559 + Penalty 3117.796169 = -1232987.028390
  nChanged 52
		SP:Iteration 26Q (76077.120000 sec): 3 clusters
  Score: Raw -1236119.605741 + Penalty 3117.796169 = -1233001.809573
  nChanged 37
		SP:Iteration 27Q (76077.340000 sec): 3 clusters
  Score: Raw -1236128.766557 + Penalty 3117.796169 = -1233010.970388
  nChanged 30
		SP:Iteration 28Q (76077.580000 sec): 3 clusters
  Score: Raw -1236135.911494 + Penalty 3117.796169 = -1233018.115325
  nChanged 25
		SP:Iteration 29Q (76077.860000 sec): 3 clusters
  Score: Raw -1236141.122225 + Penalty 3117.796169 = -1233023.326057
  nChanged 22
		SP:Iteration 30Q (76078.140000 sec): 3 clusters
  Score: Raw -1236145.772283 + Penalty 3117.796169 = -1233027.976114
  nChanged 18
		SP:Iteration 31Q (76078.450000 sec): 3 clusters
  Score: Raw -1236148.503260 + Penalty 3117.796169 = -1233030.707091
  nChanged 12
		SP:Iteration 32Q (76078.750000 sec): 3 clusters
  Score: Raw -1236150.762962 + Penalty 3117.796169 = -1233032.966793
  nChanged 11
		SP:Iteration 33Q (76079.060000 sec): 3 clusters
  Score: Raw -1236152.494064 + Penalty 3117.796169 = -1233034.697895
  nChanged 7
		SP:Iteration 34Q (76079.310000 sec): 3 clusters
  Score: Raw -1236153.587253 + Penalty 3117.796169 = -1233035.791084
  nChanged 7
		SP:Iteration 35Q (76079.600000 sec): 3 clusters
  Score: Raw -1236154.484565 + Penalty 3117.796169 = -1233036.688396
  nChanged 8
		SP:Iteration 36Q (76079.880000 sec): 3 clusters
  Score: Raw -1236155.499430 + Penalty 3117.796169 = -1233037.703261
  nChanged 5
		SP:Iteration 37Q (76080.200000 sec): 3 clusters
  Score: Raw -1236156.313507 + Penalty 3117.796169 = -1233038.517338
  nChanged 6
		SP:Iteration 38Q (76080.460000 sec): 3 clusters
  Score: Raw -1236157.428102 + Penalty 3117.796169 = -1233039.631933
  nChanged 7
		SP:Iteration 39Q (76080.770000 sec): 3 clusters
  Score: Raw -1236158.669511 + Penalty 3117.796169 = -1233040.873342
  nChanged 12
		SP:Iteration 40F (76081.140000 sec): 3 clusters
  Score: Raw -1236160.132273 + Penalty 3117.796169 = -1233042.336104
  nChanged 8
		SP:Iteration 41Q (76081.430000 sec): 3 clusters
  Score: Raw -1236160.904695 + Penalty 3117.796169 = -1233043.108526
  nChanged 2
		SP:Iteration 42Q (76081.710000 sec): 3 clusters
  Score: Raw -1236161.105980 + Penalty 3117.796169 = -1233043.309811
  nChanged 0
		SP:Iteration 43F (76082.020000 sec): 3 clusters
  Score: Raw -1236161.105980 + Penalty 3117.796169 = -1233043.309811
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 53 (5885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76082.110000 sec): 2 clusters
  Score: Raw -476869.148048 + Penalty 1410.526328 = -475458.621720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76082.260000 sec): 3 clusters
  Score: Raw -473742.211464 + Penalty 2821.052656 = -470921.158808
  nChanged 2424
		SP:Iteration 1F (76082.480000 sec): 3 clusters
  Score: Raw -475202.923677 + Penalty 2821.052656 = -472381.871021
  nChanged 461
		SP:Iteration 2F (76082.660000 sec): 3 clusters
  Score: Raw -475487.401443 + Penalty 2821.052656 = -472666.348787
  nChanged 370
		SP:Iteration 3F (76082.870000 sec): 3 clusters
  Score: Raw -475727.432717 + Penalty 2821.052656 = -472906.380061
  nChanged 318
		SP:Iteration 4F (76083.080000 sec): 3 clusters
  Score: Raw -475937.917865 + Penalty 2821.052656 = -473116.865209
  nChanged 276
		SP:Iteration 5Q (76083.310000 sec): 3 clusters
  Score: Raw -476147.621735 + Penalty 2821.052656 = -473326.569079
  nChanged 284
		SP:Iteration 6Q (76083.520000 sec): 3 clusters
  Score: Raw -476353.525893 + Penalty 2821.052656 = -473532.473237
  nChanged 257
		SP:Iteration 7Q (76083.730000 sec): 3 clusters
  Score: Raw -476526.119131 + Penalty 2821.052656 = -473705.066475
  nChanged 221
		SP:Iteration 8Q (76083.990000 sec): 3 clusters
  Score: Raw -476648.959134 + Penalty 2821.052656 = -473827.906478
  nChanged 155
		SP:Iteration 9Q (76084.190000 sec): 3 clusters
  Score: Raw -476710.951981 + Penalty 2821.052656 = -473889.899325
  nChanged 106
		SP:Iteration 10Q (76084.370000 sec): 3 clusters
  Score: Raw -476753.713621 + Penalty 2821.052656 = -473932.660964
  nChanged 78
		SP:Iteration 11Q (76084.620000 sec): 3 clusters
  Score: Raw -476779.278824 + Penalty 2821.052656 = -473958.226168
  nChanged 70
		SP:Iteration 12Q (76084.820000 sec): 3 clusters
  Score: Raw -476808.394758 + Penalty 2821.052656 = -473987.342101
  nChanged 74
		SP:Iteration 13Q (76085.000000 sec): 3 clusters
  Score: Raw -476842.022325 + Penalty 2821.052656 = -474020.969668
  nChanged 72
		SP:Iteration 14Q (76085.230000 sec): 3 clusters
  Score: Raw -476869.822713 + Penalty 2821.052656 = -474048.770057
  nChanged 58
		SP:Iteration 15Q (76085.440000 sec): 3 clusters
  Score: Raw -476893.417956 + Penalty 2821.052656 = -474072.365300
  nChanged 61
		SP:Iteration 16Q (76085.650000 sec): 3 clusters
  Score: Raw -476911.780338 + Penalty 2821.052656 = -474090.727682
  nChanged 33
		SP:Iteration 17Q (76085.840000 sec): 3 clusters
  Score: Raw -476922.280316 + Penalty 2821.052656 = -474101.227659
  nChanged 28
		SP:Iteration 18Q (76086.020000 sec): 3 clusters
  Score: Raw -476929.733293 + Penalty 2821.052656 = -474108.680636
  nChanged 23
		SP:Iteration 19Q (76086.210000 sec): 3 clusters
  Score: Raw -476934.446860 + Penalty 2821.052656 = -474113.394203
  nChanged 15
		SP:Iteration 20F (76086.390000 sec): 3 clusters
  Score: Raw -476937.188766 + Penalty 2821.052656 = -474116.136109
  nChanged 14
		SP:Iteration 21Q (76086.590000 sec): 3 clusters
  Score: Raw -476940.655742 + Penalty 2821.052656 = -474119.603086
  nChanged 13
		SP:Iteration 22Q (76086.790000 sec): 3 clusters
  Score: Raw -476943.633097 + Penalty 2821.052656 = -474122.580440
  nChanged 14
		SP:Iteration 23Q (76086.990000 sec): 3 clusters
  Score: Raw -476947.457071 + Penalty 2821.052656 = -474126.404414
  nChanged 12
		SP:Iteration 24Q (76087.210000 sec): 3 clusters
  Score: Raw -476949.212842 + Penalty 2821.052656 = -474128.160185
  nChanged 11
		SP:Iteration 25Q (76087.390000 sec): 3 clusters
  Score: Raw -476951.589011 + Penalty 2821.052656 = -474130.536354
  nChanged 11
		SP:Iteration 26Q (76087.640000 sec): 3 clusters
  Score: Raw -476953.594068 + Penalty 2821.052656 = -474132.541412
  nChanged 11
		SP:Iteration 27Q (76087.840000 sec): 3 clusters
  Score: Raw -476955.116243 + Penalty 2821.052656 = -474134.063587
  nChanged 10
		SP:Iteration 28Q (76087.990000 sec): 3 clusters
  Score: Raw -476956.703833 + Penalty 2821.052656 = -474135.651176
  nChanged 6
		SP:Iteration 29Q (76088.170000 sec): 3 clusters
  Score: Raw -476957.526753 + Penalty 2821.052656 = -474136.474097
  nChanged 0
		SP:Iteration 30F (76088.390000 sec): 3 clusters
  Score: Raw -476957.526753 + Penalty 2821.052656 = -474136.474097
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 54 (25871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76088.650000 sec): 2 clusters
  Score: Raw -2116068.750151 + Penalty 1651.142664 = -2114417.607488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76089.000000 sec): 3 clusters
  Score: Raw -2100254.206316 + Penalty 3302.285327 = -2096951.920989
  nChanged 11795
		SP:Iteration 1F (76089.290000 sec): 3 clusters
  Score: Raw -2107097.346769 + Penalty 3302.285327 = -2103795.061442
  nChanged 1533
		SP:Iteration 2F (76089.660000 sec): 3 clusters
  Score: Raw -2107863.419891 + Penalty 3302.285327 = -2104561.134564
  nChanged 1517
		SP:Iteration 3F (76090.020000 sec): 3 clusters
  Score: Raw -2108739.623927 + Penalty 3302.285327 = -2105437.338600
  nChanged 1565
		SP:Iteration 4F (76090.300000 sec): 3 clusters
  Score: Raw -2109679.172930 + Penalty 3302.285327 = -2106376.887603
  nChanged 1552
		SP:Iteration 5F (76090.570000 sec): 3 clusters
  Score: Raw -2110651.240358 + Penalty 3302.285327 = -2107348.955031
  nChanged 1481
		SP:Iteration 6F (76090.870000 sec): 3 clusters
  Score: Raw -2111597.688484 + Penalty 3302.285327 = -2108295.403157
  nChanged 1397
		SP:Iteration 7F (76091.130000 sec): 3 clusters
  Score: Raw -2112471.679458 + Penalty 3302.285327 = -2109169.394131
  nChanged 1196
		SP:Iteration 8Q (76091.470000 sec): 3 clusters
  Score: Raw -2113128.003300 + Penalty 3302.285327 = -2109825.717973
  nChanged 951
		SP:Iteration 9Q (76091.800000 sec): 3 clusters
  Score: Raw -2113577.589308 + Penalty 3302.285327 = -2110275.303981
  nChanged 695
		SP:Iteration 10Q (76092.150000 sec): 3 clusters
  Score: Raw -2113863.549413 + Penalty 3302.285327 = -2110561.264086
  nChanged 544
		SP:Iteration 11Q (76092.480000 sec): 3 clusters
  Score: Raw -2114077.832800 + Penalty 3302.285327 = -2110775.547473
  nChanged 477
		SP:Iteration 12Q (76092.840000 sec): 3 clusters
  Score: Raw -2114259.632839 + Penalty 3302.285327 = -2110957.347512
  nChanged 453
		SP:Iteration 13Q (76093.210000 sec): 3 clusters
  Score: Raw -2114425.699697 + Penalty 3302.285327 = -2111123.414370
  nChanged 400
		SP:Iteration 14Q (76093.540000 sec): 3 clusters
  Score: Raw -2114565.370415 + Penalty 3302.285327 = -2111263.085088
  nChanged 410
		SP:Iteration 15Q (76093.880000 sec): 3 clusters
  Score: Raw -2114699.771188 + Penalty 3302.285327 = -2111397.485861
  nChanged 345
		SP:Iteration 16Q (76094.250000 sec): 3 clusters
  Score: Raw -2114810.534826 + Penalty 3302.285327 = -2111508.249499
  nChanged 324
		SP:Iteration 17Q (76094.650000 sec): 3 clusters
  Score: Raw -2114903.449788 + Penalty 3302.285327 = -2111601.164461
  nChanged 283
		SP:Iteration 18Q (76095.040000 sec): 3 clusters
  Score: Raw -2114972.321126 + Penalty 3302.285327 = -2111670.035799
  nChanged 231
		SP:Iteration 19Q (76095.390000 sec): 3 clusters
  Score: Raw -2115023.988310 + Penalty 3302.285327 = -2111721.702983
  nChanged 198
		SP:Iteration 20F (76095.700000 sec): 3 clusters
  Score: Raw -2115063.639396 + Penalty 3302.285327 = -2111761.354069
  nChanged 174
		SP:Iteration 21Q (76096.070000 sec): 3 clusters
  Score: Raw -2115096.133467 + Penalty 3302.285327 = -2111793.848140
  nChanged 174
		SP:Iteration 22Q (76096.450000 sec): 3 clusters
  Score: Raw -2115130.876991 + Penalty 3302.285327 = -2111828.591664
  nChanged 185
		SP:Iteration 23Q (76096.850000 sec): 3 clusters
  Score: Raw -2115162.572827 + Penalty 3302.285327 = -2111860.287500
  nChanged 167
		SP:Iteration 24Q (76097.150000 sec): 3 clusters
  Score: Raw -2115200.446474 + Penalty 3302.285327 = -2111898.161147
  nChanged 174
		SP:Iteration 25Q (76097.460000 sec): 3 clusters
  Score: Raw -2115237.396550 + Penalty 3302.285327 = -2111935.111223
  nChanged 152
		SP:Iteration 26Q (76097.790000 sec): 3 clusters
  Score: Raw -2115265.598738 + Penalty 3302.285327 = -2111963.313411
  nChanged 140
		SP:Iteration 27Q (76098.070000 sec): 3 clusters
  Score: Raw -2115294.350362 + Penalty 3302.285327 = -2111992.065035
  nChanged 141
		SP:Iteration 28Q (76098.400000 sec): 3 clusters
  Score: Raw -2115320.220115 + Penalty 3302.285327 = -2112017.934788
  nChanged 132
		SP:Iteration 29Q (76098.760000 sec): 3 clusters
  Score: Raw -2115344.542863 + Penalty 3302.285327 = -2112042.257536
  nChanged 120
		SP:Iteration 30Q (76099.060000 sec): 3 clusters
  Score: Raw -2115366.162874 + Penalty 3302.285327 = -2112063.877547
  nChanged 131
		SP:Iteration 31Q (76099.390000 sec): 3 clusters
  Score: Raw -2115388.686966 + Penalty 3302.285327 = -2112086.401639
  nChanged 144
		SP:Iteration 32Q (76099.750000 sec): 3 clusters
  Score: Raw -2115416.699966 + Penalty 3302.285327 = -2112114.414639
  nChanged 152
		SP:Iteration 33Q (76100.050000 sec): 3 clusters
  Score: Raw -2115447.449533 + Penalty 3302.285327 = -2112145.164206
  nChanged 156
		SP:Iteration 34Q (76100.340000 sec): 3 clusters
  Score: Raw -2115474.020330 + Penalty 3302.285327 = -2112171.735003
  nChanged 129
		SP:Iteration 35Q (76100.670000 sec): 3 clusters
  Score: Raw -2115492.723637 + Penalty 3302.285327 = -2112190.438310
  nChanged 113
		SP:Iteration 36Q (76101.050000 sec): 3 clusters
  Score: Raw -2115509.633032 + Penalty 3302.285327 = -2112207.347705
  nChanged 105
		SP:Iteration 37Q (76101.320000 sec): 3 clusters
  Score: Raw -2115527.387565 + Penalty 3302.285327 = -2112225.102238
  nChanged 111
		SP:Iteration 38Q (76101.610000 sec): 3 clusters
  Score: Raw -2115545.171990 + Penalty 3302.285327 = -2112242.886663
  nChanged 104
		SP:Iteration 39Q (76101.910000 sec): 3 clusters
  Score: Raw -2115560.861742 + Penalty 3302.285327 = -2112258.576415
  nChanged 88
		SP:Iteration 40F (76102.190000 sec): 3 clusters
  Score: Raw -2115572.870188 + Penalty 3302.285327 = -2112270.584861
  nChanged 89
		SP:Iteration 41Q (76102.520000 sec): 3 clusters
  Score: Raw -2115585.103541 + Penalty 3302.285327 = -2112282.818214
  nChanged 86
		SP:Iteration 42Q (76102.830000 sec): 3 clusters
  Score: Raw -2115601.058845 + Penalty 3302.285327 = -2112298.773518
  nChanged 85
		SP:Iteration 43Q (76103.140000 sec): 3 clusters
  Score: Raw -2115615.074336 + Penalty 3302.285327 = -2112312.789009
  nChanged 87
		SP:Iteration 44Q (76103.430000 sec): 3 clusters
  Score: Raw -2115628.794641 + Penalty 3302.285327 = -2112326.509314
  nChanged 85
		SP:Iteration 45Q (76103.760000 sec): 3 clusters
  Score: Raw -2115642.713922 + Penalty 3302.285327 = -2112340.428595
  nChanged 84
		SP:Iteration 46Q (76104.090000 sec): 3 clusters
  Score: Raw -2115656.540081 + Penalty 3302.285327 = -2112354.254754
  nChanged 94
		SP:Iteration 47Q (76104.380000 sec): 3 clusters
  Score: Raw -2115671.209606 + Penalty 3302.285327 = -2112368.924279
  nChanged 93
		SP:Iteration 48Q (76104.710000 sec): 3 clusters
  Score: Raw -2115684.489242 + Penalty 3302.285327 = -2112382.203915
  nChanged 90
		SP:Iteration 49Q (76105.010000 sec): 3 clusters
  Score: Raw -2115696.669625 + Penalty 3302.285327 = -2112394.384298
  nChanged 89
		SP:Iteration 50Q (76105.310000 sec): 3 clusters
  Score: Raw -2115710.748971 + Penalty 3302.285327 = -2112408.463644
  nChanged 96
		SP:Iteration 51Q (76105.600000 sec): 3 clusters
  Score: Raw -2115728.940505 + Penalty 3302.285327 = -2112426.655178
  nChanged 103
		SP:Iteration 52Q (76105.930000 sec): 3 clusters
  Score: Raw -2115744.947586 + Penalty 3302.285327 = -2112442.662259
  nChanged 98
		SP:Iteration 53Q (76106.230000 sec): 3 clusters
  Score: Raw -2115759.948875 + Penalty 3302.285327 = -2112457.663548
  nChanged 105
		SP:Iteration 54Q (76106.560000 sec): 3 clusters
  Score: Raw -2115776.659616 + Penalty 3302.285327 = -2112474.374289
  nChanged 107
		SP:Iteration 55Q (76106.850000 sec): 3 clusters
  Score: Raw -2115796.353648 + Penalty 3302.285327 = -2112494.068321
  nChanged 117
		SP:Iteration 56Q (76107.150000 sec): 3 clusters
  Score: Raw -2115820.085653 + Penalty 3302.285327 = -2112517.800326
  nChanged 125
		SP:Iteration 57Q (76107.480000 sec): 3 clusters
  Score: Raw -2115845.732494 + Penalty 3302.285327 = -2112543.447167
  nChanged 132
		SP:Iteration 58Q (76107.810000 sec): 3 clusters
  Score: Raw -2115876.568860 + Penalty 3302.285327 = -2112574.283533
  nChanged 144
		SP:Iteration 59Q (76108.140000 sec): 3 clusters
  Score: Raw -2115907.793300 + Penalty 3302.285327 = -2112605.507973
  nChanged 136
		SP:Iteration 60F (76108.420000 sec): 3 clusters
  Score: Raw -2115934.083209 + Penalty 3302.285327 = -2112631.797882
  nChanged 113
		SP:Iteration 61Q (76108.750000 sec): 3 clusters
  Score: Raw -2115961.481095 + Penalty 3302.285327 = -2112659.195768
  nChanged 129
		SP:Iteration 62Q (76109.080000 sec): 3 clusters
  Score: Raw -2116000.253289 + Penalty 3302.285327 = -2112697.967962
  nChanged 139
		SP:Iteration 63Q (76109.410000 sec): 3 clusters
  Score: Raw -2116038.695226 + Penalty 3302.285327 = -2112736.409899
  nChanged 161
		SP:Iteration 64Q (76109.740000 sec): 3 clusters
  Score: Raw -2116083.276401 + Penalty 3302.285327 = -2112780.991074
  nChanged 150
		SP:Iteration 65Q (76110.060000 sec): 3 clusters
  Score: Raw -2116123.831054 + Penalty 3302.285327 = -2112821.545727
  nChanged 173
		SP:Iteration 66Q (76110.350000 sec): 3 clusters
  Score: Raw -2116172.133316 + Penalty 3302.285327 = -2112869.847989
  nChanged 172
		SP:Iteration 67Q (76110.680000 sec): 3 clusters
  Score: Raw -2116231.958068 + Penalty 3302.285327 = -2112929.672741
  nChanged 183
		SP:Iteration 68Q (76111.100000 sec): 3 clusters
  Score: Raw -2116292.771410 + Penalty 3302.285327 = -2112990.486083
  nChanged 183
		SP:Iteration 69Q (76111.470000 sec): 3 clusters
  Score: Raw -2116366.313656 + Penalty 3302.285327 = -2113064.028329
  nChanged 202
		SP:Iteration 70Q (76111.790000 sec): 3 clusters
  Score: Raw -2116450.849015 + Penalty 3302.285327 = -2113148.563688
  nChanged 176
		SP:Iteration 71Q (76112.150000 sec): 3 clusters
  Score: Raw -2116518.333490 + Penalty 3302.285327 = -2113216.048163
  nChanged 168
		SP:Iteration 72Q (76112.490000 sec): 3 clusters
  Score: Raw -2116573.171934 + Penalty 3302.285327 = -2113270.886607
  nChanged 136
		SP:Iteration 73Q (76112.740000 sec): 3 clusters
  Score: Raw -2116611.480521 + Penalty 3302.285327 = -2113309.195194
  nChanged 129
		SP:Iteration 74Q (76113.090000 sec): 3 clusters
  Score: Raw -2116647.192535 + Penalty 3302.285327 = -2113344.907208
  nChanged 113
		SP:Iteration 75Q (76113.400000 sec): 3 clusters
  Score: Raw -2116675.022079 + Penalty 3302.285327 = -2113372.736752
  nChanged 103
		SP:Iteration 76Q (76113.710000 sec): 3 clusters
  Score: Raw -2116699.778420 + Penalty 3302.285327 = -2113397.493093
  nChanged 98
		SP:Iteration 77Q (76114.000000 sec): 3 clusters
  Score: Raw -2116720.744344 + Penalty 3302.285327 = -2113418.459017
  nChanged 85
		SP:Iteration 78Q (76114.250000 sec): 3 clusters
  Score: Raw -2116740.035544 + Penalty 3302.285327 = -2113437.750217
  nChanged 85
		SP:Iteration 79Q (76114.700000 sec): 3 clusters
  Score: Raw -2116762.388057 + Penalty 3302.285327 = -2113460.102730
  nChanged 81
		SP:Iteration 80F (76115.010000 sec): 3 clusters
  Score: Raw -2116780.585709 + Penalty 3302.285327 = -2113478.300382
  nChanged 70
		SP:Iteration 81Q (76115.290000 sec): 3 clusters
  Score: Raw -2116797.656829 + Penalty 3302.285327 = -2113495.371502
  nChanged 57
		SP:Iteration 82Q (76115.620000 sec): 3 clusters
  Score: Raw -2116811.306224 + Penalty 3302.285327 = -2113509.020897
  nChanged 53
		SP:Iteration 83Q (76115.960000 sec): 3 clusters
  Score: Raw -2116825.009861 + Penalty 3302.285327 = -2113522.724534
  nChanged 45
		SP:Iteration 84Q (76116.290000 sec): 3 clusters
  Score: Raw -2116834.901445 + Penalty 3302.285327 = -2113532.616118
  nChanged 37
		SP:Iteration 85Q (76116.620000 sec): 3 clusters
  Score: Raw -2116844.167205 + Penalty 3302.285327 = -2113541.881878
  nChanged 46
		SP:Iteration 86Q (76116.950000 sec): 3 clusters
  Score: Raw -2116853.414526 + Penalty 3302.285327 = -2113551.129199
  nChanged 31
		SP:Iteration 87Q (76117.260000 sec): 3 clusters
  Score: Raw -2116860.068893 + Penalty 3302.285327 = -2113557.783566
  nChanged 27
		SP:Iteration 88Q (76117.580000 sec): 3 clusters
  Score: Raw -2116865.035050 + Penalty 3302.285327 = -2113562.749723
  nChanged 29
		SP:Iteration 89Q (76117.970000 sec): 3 clusters
  Score: Raw -2116870.301528 + Penalty 3302.285327 = -2113568.016201
  nChanged 34
		SP:Iteration 90Q (76118.290000 sec): 3 clusters
  Score: Raw -2116876.713317 + Penalty 3302.285327 = -2113574.427990
  nChanged 22
		SP:Iteration 91Q (76118.640000 sec): 3 clusters
  Score: Raw -2116880.950825 + Penalty 3302.285327 = -2113578.665498
  nChanged 24
		SP:Iteration 92Q (76118.920000 sec): 3 clusters
  Score: Raw -2116885.459420 + Penalty 3302.285327 = -2113583.174093
  nChanged 29
		SP:Iteration 93Q (76119.240000 sec): 3 clusters
  Score: Raw -2116889.861701 + Penalty 3302.285327 = -2113587.576374
  nChanged 15
		SP:Iteration 94Q (76119.620000 sec): 3 clusters
  Score: Raw -2116891.810640 + Penalty 3302.285327 = -2113589.525313
  nChanged 10
		SP:Iteration 95Q (76119.910000 sec): 3 clusters
  Score: Raw -2116893.315316 + Penalty 3302.285327 = -2113591.029989
  nChanged 9
		SP:Iteration 96Q (76120.270000 sec): 3 clusters
  Score: Raw -2116895.286257 + Penalty 3302.285327 = -2113593.000930
  nChanged 10
		SP:Iteration 97Q (76120.570000 sec): 3 clusters
  Score: Raw -2116897.349089 + Penalty 3302.285327 = -2113595.063762
  nChanged 9
		SP:Iteration 98Q (76120.900000 sec): 3 clusters
  Score: Raw -2116899.830985 + Penalty 3302.285327 = -2113597.545658
  nChanged 12
		SP:Iteration 99Q (76121.200000 sec): 3 clusters
  Score: Raw -2116902.768440 + Penalty 3302.285327 = -2113600.483113
  nChanged 10
		SP:Iteration 100F (76121.500000 sec): 3 clusters
  Score: Raw -2116905.010639 + Penalty 3302.285327 = -2113602.725312
  nChanged 8
		SP:Iteration 101Q (76121.800000 sec): 3 clusters
  Score: Raw -2116906.253923 + Penalty 3302.285327 = -2113603.968596
  nChanged 7
		SP:Iteration 102Q (76122.110000 sec): 3 clusters
  Score: Raw -2116907.485970 + Penalty 3302.285327 = -2113605.200643
  nChanged 6
		SP:Iteration 103Q (76122.400000 sec): 3 clusters
  Score: Raw -2116908.274032 + Penalty 3302.285327 = -2113605.988705
  nChanged 8
		SP:Iteration 104Q (76122.760000 sec): 3 clusters
  Score: Raw -2116909.172765 + Penalty 3302.285327 = -2113606.887438
  nChanged 3
		SP:Iteration 105Q (76123.050000 sec): 3 clusters
  Score: Raw -2116909.540498 + Penalty 3302.285327 = -2113607.255171
  nChanged 4
		SP:Iteration 106Q (76123.410000 sec): 3 clusters
  Score: Raw -2116909.951031 + Penalty 3302.285327 = -2113607.665704
  nChanged 3
		SP:Iteration 107Q (76123.750000 sec): 3 clusters
  Score: Raw -2116910.205850 + Penalty 3302.285327 = -2113607.920523
  nChanged 2
		SP:Iteration 108Q (76124.120000 sec): 3 clusters
  Score: Raw -2116910.452575 + Penalty 3302.285327 = -2113608.167248
  nChanged 1
		SP:Iteration 109Q (76124.430000 sec): 3 clusters
  Score: Raw -2116910.488604 + Penalty 3302.285327 = -2113608.203277
  nChanged 1
		SP:Iteration 110Q (76124.750000 sec): 3 clusters
  Score: Raw -2116910.617977 + Penalty 3302.285327 = -2113608.332650
  nChanged 1
		SP:Iteration 111Q (76125.040000 sec): 3 clusters
  Score: Raw -2116910.767703 + Penalty 3302.285327 = -2113608.482376
  nChanged 2
		SP:Iteration 112Q (76125.380000 sec): 3 clusters
  Score: Raw -2116911.034970 + Penalty 3302.285327 = -2113608.749643
  nChanged 1
		SP:Iteration 113Q (76125.760000 sec): 3 clusters
  Score: Raw -2116911.167936 + Penalty 3302.285327 = -2113608.882609
  nChanged 1
		SP:Iteration 114Q (76126.100000 sec): 3 clusters
  Score: Raw -2116911.260371 + Penalty 3302.285327 = -2113608.975044
  nChanged 2
		SP:Iteration 115Q (76126.370000 sec): 3 clusters
  Score: Raw -2116911.451728 + Penalty 3302.285327 = -2113609.166401
  nChanged 3
		SP:Iteration 116Q (76126.660000 sec): 3 clusters
  Score: Raw -2116911.760828 + Penalty 3302.285327 = -2113609.475501
  nChanged 3
		SP:Iteration 117Q (76127.030000 sec): 3 clusters
  Score: Raw -2116912.119290 + Penalty 3302.285327 = -2113609.833963
  nChanged 3
		SP:Iteration 118Q (76127.370000 sec): 3 clusters
  Score: Raw -2116912.686097 + Penalty 3302.285327 = -2113610.400770
  nChanged 6
		SP:Iteration 119Q (76127.680000 sec): 3 clusters
  Score: Raw -2116913.812076 + Penalty 3302.285327 = -2113611.526749
  nChanged 5
		SP:Iteration 120F (76128.020000 sec): 3 clusters
  Score: Raw -2116914.488827 + Penalty 3302.285327 = -2113612.203500
  nChanged 3
		SP:Iteration 121Q (76128.330000 sec): 3 clusters
  Score: Raw -2116914.954698 + Penalty 3302.285327 = -2113612.669371
  nChanged 3
		SP:Iteration 122Q (76128.660000 sec): 3 clusters
  Score: Raw -2116915.227652 + Penalty 3302.285327 = -2113612.942325
  nChanged 2
		SP:Iteration 123Q (76129.010000 sec): 3 clusters
  Score: Raw -2116915.336443 + Penalty 3302.285327 = -2113613.051116
  nChanged 1
		SP:Iteration 124Q (76129.280000 sec): 3 clusters
  Score: Raw -2116915.410076 + Penalty 3302.285327 = -2113613.124749
  nChanged 1
		SP:Iteration 125Q (76129.630000 sec): 3 clusters
  Score: Raw -2116915.479694 + Penalty 3302.285327 = -2113613.194367
  nChanged 0
		SP:Iteration 126F (76129.970000 sec): 3 clusters
  Score: Raw -2116915.479694 + Penalty 3302.285327 = -2113613.194367
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 55 (3925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76130.110000 sec): 2 clusters
  Score: Raw -293506.696330 + Penalty 1344.707265 = -292161.989065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76130.280000 sec): 3 clusters
  Score: Raw -291646.405104 + Penalty 2689.414530 = -288956.990574
  nChanged 1536
		SP:Iteration 1F (76130.450000 sec): 3 clusters
  Score: Raw -292641.129733 + Penalty 2689.414530 = -289951.715203
  nChanged 365
		SP:Iteration 2F (76130.660000 sec): 3 clusters
  Score: Raw -292912.724088 + Penalty 2689.414530 = -290223.309558
  nChanged 254
		SP:Iteration 3F (76130.850000 sec): 3 clusters
  Score: Raw -293132.094404 + Penalty 2689.414530 = -290442.679874
  nChanged 235
		SP:Iteration 4F (76130.970000 sec): 3 clusters
  Score: Raw -293345.222854 + Penalty 2689.414530 = -290655.808325
  nChanged 201
		SP:Iteration 5F (76131.140000 sec): 3 clusters
  Score: Raw -293507.351764 + Penalty 2689.414530 = -290817.937235
  nChanged 178
		SP:Iteration 6Q (76131.300000 sec): 3 clusters
  Score: Raw -293655.523342 + Penalty 2689.414530 = -290966.108812
  nChanged 157
		SP:Iteration 7Q (76131.480000 sec): 3 clusters
  Score: Raw -293797.708608 + Penalty 2689.414530 = -291108.294078
  nChanged 141
		SP:Iteration 8Q (76131.690000 sec): 3 clusters
  Score: Raw -293910.401347 + Penalty 2689.414530 = -291220.986817
  nChanged 105
		SP:Iteration 9Q (76131.840000 sec): 3 clusters
  Score: Raw -293987.822297 + Penalty 2689.414530 = -291298.407767
  nChanged 81
		SP:Iteration 10Q (76132.020000 sec): 3 clusters
  Score: Raw -294036.680863 + Penalty 2689.414530 = -291347.266333
  nChanged 74
		SP:Iteration 11Q (76132.240000 sec): 3 clusters
  Score: Raw -294066.508058 + Penalty 2689.414530 = -291377.093528
  nChanged 42
		SP:Iteration 12Q (76132.340000 sec): 3 clusters
  Score: Raw -294084.704121 + Penalty 2689.414530 = -291395.289591
  nChanged 37
		SP:Iteration 13Q (76132.480000 sec): 3 clusters
  Score: Raw -294096.202187 + Penalty 2689.414530 = -291406.787657
  nChanged 18
		SP:Iteration 14Q (76132.680000 sec): 3 clusters
  Score: Raw -294102.489693 + Penalty 2689.414530 = -291413.075163
  nChanged 16
		SP:Iteration 15Q (76132.860000 sec): 3 clusters
  Score: Raw -294107.829129 + Penalty 2689.414530 = -291418.414599
  nChanged 18
		SP:Iteration 16Q (76133.080000 sec): 3 clusters
  Score: Raw -294113.892767 + Penalty 2689.414530 = -291424.478237
  nChanged 16
		SP:Iteration 17Q (76133.240000 sec): 3 clusters
  Score: Raw -294118.661340 + Penalty 2689.414530 = -291429.246811
  nChanged 16
		SP:Iteration 18Q (76133.420000 sec): 3 clusters
  Score: Raw -294124.452049 + Penalty 2689.414530 = -291435.037520
  nChanged 13
		SP:Iteration 19Q (76133.630000 sec): 3 clusters
  Score: Raw -294130.471363 + Penalty 2689.414530 = -291441.056833
  nChanged 17
		SP:Iteration 20F (76133.800000 sec): 3 clusters
  Score: Raw -294136.032709 + Penalty 2689.414530 = -291446.618179
  nChanged 23
		SP:Iteration 21Q (76134.050000 sec): 3 clusters
  Score: Raw -294144.163100 + Penalty 2689.414530 = -291454.748571
  nChanged 15
		SP:Iteration 22Q (76134.280000 sec): 3 clusters
  Score: Raw -294149.574012 + Penalty 2689.414530 = -291460.159482
  nChanged 12
		SP:Iteration 23Q (76134.500000 sec): 3 clusters
  Score: Raw -294154.526291 + Penalty 2689.414530 = -291465.111762
  nChanged 10
		SP:Iteration 24Q (76134.720000 sec): 3 clusters
  Score: Raw -294157.312225 + Penalty 2689.414530 = -291467.897695
  nChanged 9
		SP:Iteration 25Q (76134.900000 sec): 3 clusters
  Score: Raw -294160.284513 + Penalty 2689.414530 = -291470.869983
  nChanged 6
		SP:Iteration 26Q (76135.040000 sec): 3 clusters
  Score: Raw -294161.858838 + Penalty 2689.414530 = -291472.444308
  nChanged 5
		SP:Iteration 27Q (76135.250000 sec): 3 clusters
  Score: Raw -294163.074359 + Penalty 2689.414530 = -291473.659829
  nChanged 9
		SP:Iteration 28Q (76135.410000 sec): 3 clusters
  Score: Raw -294165.409170 + Penalty 2689.414530 = -291475.994640
  nChanged 3
		SP:Iteration 29Q (76135.620000 sec): 3 clusters
  Score: Raw -294165.827878 + Penalty 2689.414530 = -291476.413348
  nChanged 4
		SP:Iteration 30Q (76135.840000 sec): 3 clusters
  Score: Raw -294167.635409 + Penalty 2689.414530 = -291478.220879
  nChanged 4
		SP:Iteration 31Q (76136.030000 sec): 3 clusters
  Score: Raw -294169.239358 + Penalty 2689.414530 = -291479.824828
  nChanged 6
		SP:Iteration 32Q (76136.200000 sec): 3 clusters
  Score: Raw -294171.089693 + Penalty 2689.414530 = -291481.675164
  nChanged 5
		SP:Iteration 33Q (76136.380000 sec): 3 clusters
  Score: Raw -294172.203481 + Penalty 2689.414530 = -291482.788951
  nChanged 7
		SP:Iteration 34Q (76136.580000 sec): 3 clusters
  Score: Raw -294173.928770 + Penalty 2689.414530 = -291484.514240
  nChanged 6
		SP:Iteration 35Q (76136.800000 sec): 3 clusters
  Score: Raw -294175.432179 + Penalty 2689.414530 = -291486.017650
  nChanged 3
		SP:Iteration 36Q (76137.010000 sec): 3 clusters
  Score: Raw -294177.351667 + Penalty 2689.414530 = -291487.937137
  nChanged 5
		SP:Iteration 37Q (76137.200000 sec): 3 clusters
  Score: Raw -294179.173339 + Penalty 2689.414530 = -291489.758810
  nChanged 6
		SP:Iteration 38Q (76137.390000 sec): 3 clusters
  Score: Raw -294180.781096 + Penalty 2689.414530 = -291491.366566
  nChanged 9
		SP:Iteration 39Q (76137.590000 sec): 3 clusters
  Score: Raw -294183.240287 + Penalty 2689.414530 = -291493.825758
  nChanged 9
		SP:Iteration 40F (76137.730000 sec): 3 clusters
  Score: Raw -294185.574061 + Penalty 2689.414530 = -291496.159532
  nChanged 7
		SP:Iteration 41Q (76137.910000 sec): 3 clusters
  Score: Raw -294187.080041 + Penalty 2689.414530 = -291497.665511
  nChanged 4
		SP:Iteration 42Q (76138.090000 sec): 3 clusters
  Score: Raw -294188.433387 + Penalty 2689.414530 = -291499.018857
  nChanged 4
		SP:Iteration 43Q (76138.290000 sec): 3 clusters
  Score: Raw -294189.200843 + Penalty 2689.414530 = -291499.786313
  nChanged 7
		SP:Iteration 44Q (76138.480000 sec): 3 clusters
  Score: Raw -294191.604361 + Penalty 2689.414530 = -291502.189831
  nChanged 8
		SP:Iteration 45Q (76138.670000 sec): 3 clusters
  Score: Raw -294193.776905 + Penalty 2689.414530 = -291504.362375
  nChanged 5
		SP:Iteration 46Q (76138.860000 sec): 3 clusters
  Score: Raw -294194.892571 + Penalty 2689.414530 = -291505.478041
  nChanged 3
		SP:Iteration 47Q (76139.010000 sec): 3 clusters
  Score: Raw -294195.942076 + Penalty 2689.414530 = -291506.527546
  nChanged 4
		SP:Iteration 48Q (76139.180000 sec): 3 clusters
  Score: Raw -294197.880621 + Penalty 2689.414530 = -291508.466092
  nChanged 10
		SP:Iteration 49Q (76139.360000 sec): 3 clusters
  Score: Raw -294202.186278 + Penalty 2689.414530 = -291512.771748
  nChanged 10
		SP:Iteration 50Q (76139.590000 sec): 3 clusters
  Score: Raw -294205.347525 + Penalty 2689.414530 = -291515.932995
  nChanged 11
		SP:Iteration 51Q (76139.780000 sec): 3 clusters
  Score: Raw -294209.284021 + Penalty 2689.414530 = -291519.869492
  nChanged 9
		SP:Iteration 52Q (76139.960000 sec): 3 clusters
  Score: Raw -294212.635798 + Penalty 2689.414530 = -291523.221268
  nChanged 13
		SP:Iteration 53Q (76140.190000 sec): 3 clusters
  Score: Raw -294219.284339 + Penalty 2689.414530 = -291529.869809
  nChanged 15
		SP:Iteration 54Q (76140.390000 sec): 3 clusters
  Score: Raw -294224.433211 + Penalty 2689.414530 = -291535.018682
  nChanged 12
		SP:Iteration 55Q (76140.610000 sec): 3 clusters
  Score: Raw -294228.293754 + Penalty 2689.414530 = -291538.879224
  nChanged 12
		SP:Iteration 56Q (76140.890000 sec): 3 clusters
  Score: Raw -294233.011980 + Penalty 2689.414530 = -291543.597450
  nChanged 11
		SP:Iteration 57Q (76141.160000 sec): 3 clusters
  Score: Raw -294235.794375 + Penalty 2689.414530 = -291546.379845
  nChanged 4
		SP:Iteration 58Q (76141.350000 sec): 3 clusters
  Score: Raw -294236.843887 + Penalty 2689.414530 = -291547.429357
  nChanged 11
		SP:Iteration 59Q (76141.500000 sec): 3 clusters
  Score: Raw -294239.364329 + Penalty 2689.414530 = -291549.949799
  nChanged 8
		SP:Iteration 60F (76141.670000 sec): 3 clusters
  Score: Raw -294241.397222 + Penalty 2689.414530 = -291551.982693
  nChanged 9
		SP:Iteration 61Q (76141.880000 sec): 3 clusters
  Score: Raw -294243.770013 + Penalty 2689.414530 = -291554.355483
  nChanged 6
		SP:Iteration 62Q (76142.110000 sec): 3 clusters
  Score: Raw -294245.564362 + Penalty 2689.414530 = -291556.149832
  nChanged 6
		SP:Iteration 63Q (76142.340000 sec): 3 clusters
  Score: Raw -294246.977503 + Penalty 2689.414530 = -291557.562973
  nChanged 5
		SP:Iteration 64Q (76142.560000 sec): 3 clusters
  Score: Raw -294248.448631 + Penalty 2689.414530 = -291559.034101
  nChanged 2
		SP:Iteration 65Q (76142.800000 sec): 3 clusters
  Score: Raw -294249.936735 + Penalty 2689.414530 = -291560.522205
  nChanged 3
		SP:Iteration 66Q (76142.980000 sec): 3 clusters
  Score: Raw -294250.842797 + Penalty 2689.414530 = -291561.428267
  nChanged 1
		SP:Iteration 67Q (76143.210000 sec): 3 clusters
  Score: Raw -294251.287284 + Penalty 2689.414530 = -291561.872754
  nChanged 2
		SP:Iteration 68Q (76143.400000 sec): 3 clusters
  Score: Raw -294251.766983 + Penalty 2689.414530 = -291562.352453
  nChanged 1
		SP:Iteration 69Q (76143.590000 sec): 3 clusters
  Score: Raw -294251.983334 + Penalty 2689.414530 = -291562.568804
  nChanged 0
		SP:Iteration 70F (76143.770000 sec): 3 clusters
  Score: Raw -294251.983334 + Penalty 2689.414530 = -291562.568804
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 56 (4968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76143.930000 sec): 2 clusters
  Score: Raw -365153.117188 + Penalty 1383.000551 = -363770.116637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76144.110000 sec): 3 clusters
  Score: Raw -362625.884459 + Penalty 2766.001103 = -359859.883356
  nChanged 2039
		SP:Iteration 1F (76144.370000 sec): 3 clusters
  Score: Raw -364214.628593 + Penalty 2766.001103 = -361448.627490
  nChanged 476
		SP:Iteration 2F (76144.570000 sec): 3 clusters
  Score: Raw -364636.898046 + Penalty 2766.001103 = -361870.896944
  nChanged 360
		SP:Iteration 3F (76144.780000 sec): 3 clusters
  Score: Raw -364977.978514 + Penalty 2766.001103 = -362211.977411
  nChanged 296
		SP:Iteration 4F (76144.980000 sec): 3 clusters
  Score: Raw -365264.990022 + Penalty 2766.001103 = -362498.988919
  nChanged 283
		SP:Iteration 5F (76145.200000 sec): 3 clusters
  Score: Raw -365518.814234 + Penalty 2766.001103 = -362752.813132
  nChanged 228
		SP:Iteration 6Q (76145.420000 sec): 3 clusters
  Score: Raw -365693.924632 + Penalty 2766.001103 = -362927.923529
  nChanged 185
		SP:Iteration 7Q (76145.650000 sec): 3 clusters
  Score: Raw -365815.768385 + Penalty 2766.001103 = -363049.767282
  nChanged 140
		SP:Iteration 8Q (76145.850000 sec): 3 clusters
  Score: Raw -365899.363416 + Penalty 2766.001103 = -363133.362313
  nChanged 92
		SP:Iteration 9Q (76145.990000 sec): 3 clusters
  Score: Raw -365947.724404 + Penalty 2766.001103 = -363181.723301
  nChanged 85
		SP:Iteration 10Q (76146.150000 sec): 3 clusters
  Score: Raw -365998.359700 + Penalty 2766.001103 = -363232.358597
  nChanged 73
		SP:Iteration 11Q (76146.360000 sec): 3 clusters
  Score: Raw -366036.369896 + Penalty 2766.001103 = -363270.368793
  nChanged 68
		SP:Iteration 12Q (76146.600000 sec): 3 clusters
  Score: Raw -366071.747177 + Penalty 2766.001103 = -363305.746074
  nChanged 59
		SP:Iteration 13Q (76146.790000 sec): 3 clusters
  Score: Raw -366103.897258 + Penalty 2766.001103 = -363337.896155
  nChanged 47
		SP:Iteration 14Q (76146.960000 sec): 3 clusters
  Score: Raw -366133.174275 + Penalty 2766.001103 = -363367.173172
  nChanged 50
		SP:Iteration 15Q (76147.150000 sec): 3 clusters
  Score: Raw -366156.193083 + Penalty 2766.001103 = -363390.191981
  nChanged 40
		SP:Iteration 16Q (76147.340000 sec): 3 clusters
  Score: Raw -366181.499141 + Penalty 2766.001103 = -363415.498038
  nChanged 38
		SP:Iteration 17Q (76147.560000 sec): 3 clusters
  Score: Raw -366199.616674 + Penalty 2766.001103 = -363433.615571
  nChanged 36
		SP:Iteration 18Q (76147.750000 sec): 3 clusters
  Score: Raw -366216.978434 + Penalty 2766.001103 = -363450.977332
  nChanged 44
		SP:Iteration 19Q (76147.970000 sec): 3 clusters
  Score: Raw -366232.371938 + Penalty 2766.001103 = -363466.370835
  nChanged 40
		SP:Iteration 20F (76148.190000 sec): 3 clusters
  Score: Raw -366247.124041 + Penalty 2766.001103 = -363481.122939
  nChanged 31
		SP:Iteration 21Q (76148.380000 sec): 3 clusters
  Score: Raw -366259.939105 + Penalty 2766.001103 = -363493.938002
  nChanged 27
		SP:Iteration 22Q (76148.590000 sec): 3 clusters
  Score: Raw -366269.788875 + Penalty 2766.001103 = -363503.787772
  nChanged 19
		SP:Iteration 23Q (76148.750000 sec): 3 clusters
  Score: Raw -366276.790007 + Penalty 2766.001103 = -363510.788904
  nChanged 16
		SP:Iteration 24Q (76148.910000 sec): 3 clusters
  Score: Raw -366281.016522 + Penalty 2766.001103 = -363515.015419
  nChanged 16
		SP:Iteration 25Q (76149.140000 sec): 3 clusters
  Score: Raw -366285.393687 + Penalty 2766.001103 = -363519.392584
  nChanged 10
		SP:Iteration 26Q (76149.330000 sec): 3 clusters
  Score: Raw -366287.307577 + Penalty 2766.001103 = -363521.306474
  nChanged 8
		SP:Iteration 27Q (76149.580000 sec): 3 clusters
  Score: Raw -366289.086085 + Penalty 2766.001103 = -363523.084982
  nChanged 8
		SP:Iteration 28Q (76149.810000 sec): 3 clusters
  Score: Raw -366290.825344 + Penalty 2766.001103 = -363524.824241
  nChanged 6
		SP:Iteration 29Q (76150.050000 sec): 3 clusters
  Score: Raw -366292.375977 + Penalty 2766.001103 = -363526.374874
  nChanged 5
		SP:Iteration 30Q (76150.270000 sec): 3 clusters
  Score: Raw -366293.906709 + Penalty 2766.001103 = -363527.905606
  nChanged 7
		SP:Iteration 31Q (76150.500000 sec): 3 clusters
  Score: Raw -366296.122671 + Penalty 2766.001103 = -363530.121568
  nChanged 5
		SP:Iteration 32Q (76150.680000 sec): 3 clusters
  Score: Raw -366297.066138 + Penalty 2766.001103 = -363531.065035
  nChanged 2
		SP:Iteration 33Q (76150.870000 sec): 3 clusters
  Score: Raw -366297.317806 + Penalty 2766.001103 = -363531.316704
  nChanged 4
		SP:Iteration 34Q (76151.000000 sec): 3 clusters
  Score: Raw -366298.171547 + Penalty 2766.001103 = -363532.170444
  nChanged 4
		SP:Iteration 35Q (76151.170000 sec): 3 clusters
  Score: Raw -366299.393823 + Penalty 2766.001103 = -363533.392720
  nChanged 5
		SP:Iteration 36Q (76151.380000 sec): 3 clusters
  Score: Raw -366300.768178 + Penalty 2766.001103 = -363534.767076
  nChanged 5
		SP:Iteration 37Q (76151.600000 sec): 3 clusters
  Score: Raw -366302.329143 + Penalty 2766.001103 = -363536.328040
  nChanged 6
		SP:Iteration 38Q (76151.890000 sec): 3 clusters
  Score: Raw -366303.520900 + Penalty 2766.001103 = -363537.519798
  nChanged 6
		SP:Iteration 39Q (76152.110000 sec): 3 clusters
  Score: Raw -366305.355811 + Penalty 2766.001103 = -363539.354709
  nChanged 5
		SP:Iteration 40F (76152.280000 sec): 3 clusters
  Score: Raw -366306.912752 + Penalty 2766.001103 = -363540.911650
  nChanged 1
		SP:Iteration 41Q (76152.520000 sec): 3 clusters
  Score: Raw -366307.198873 + Penalty 2766.001103 = -363541.197771
  nChanged 1
		SP:Iteration 42Q (76152.670000 sec): 3 clusters
  Score: Raw -366307.357996 + Penalty 2766.001103 = -363541.356894
  nChanged 0
		SP:Iteration 43F (76152.820000 sec): 3 clusters
  Score: Raw -366307.357996 + Penalty 2766.001103 = -363541.356894
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 57 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76152.930000 sec): 2 clusters
  Score: Raw -30630.179858 + Penalty 960.504455 = -29669.675403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76153.060000 sec): 3 clusters
  Score: Raw -30626.163568 + Penalty 1921.008909 = -28705.154658
  nChanged 69
		SP:Iteration 1F (76153.210000 sec): 3 clusters
  Score: Raw -30742.097085 + Penalty 1921.008909 = -28821.088175
  nChanged 14
		SP:Iteration 2Q (76153.450000 sec): 3 clusters
  Score: Raw -30772.297442 + Penalty 1921.008909 = -28851.288532
  nChanged 3
		SP:Iteration 3Q (76153.630000 sec): 3 clusters
  Score: Raw -30780.023071 + Penalty 1921.008909 = -28859.014162
  nChanged 1
		SP:Iteration 4Q (76153.830000 sec): 3 clusters
  Score: Raw -30783.673407 + Penalty 1921.008909 = -28862.664497
  nChanged 2
		SP:Iteration 5Q (76153.970000 sec): 3 clusters
  Score: Raw -30788.396931 + Penalty 1921.008909 = -28867.388022
  nChanged 0
		SP:Iteration 6F (76154.090000 sec): 3 clusters
  Score: Raw -30788.396931 + Penalty 1921.008909 = -28867.388022
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 58 (5205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76154.290000 sec): 2 clusters
  Score: Raw -442186.835316 + Penalty 1390.573434 = -440796.261882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76154.480000 sec): 3 clusters
  Score: Raw -439494.963992 + Penalty 2781.146869 = -436713.817123
  nChanged 2094
		SP:Iteration 1F (76154.690000 sec): 3 clusters
  Score: Raw -440712.287218 + Penalty 2781.146869 = -437931.140349
  nChanged 402
		SP:Iteration 2F (76154.860000 sec): 3 clusters
  Score: Raw -440952.773579 + Penalty 2781.146869 = -438171.626710
  nChanged 285
		SP:Iteration 3F (76155.090000 sec): 3 clusters
  Score: Raw -441114.836804 + Penalty 2781.146869 = -438333.689936
  nChanged 211
		SP:Iteration 4Q (76155.350000 sec): 3 clusters
  Score: Raw -441239.363723 + Penalty 2781.146869 = -438458.216854
  nChanged 204
		SP:Iteration 5Q (76155.590000 sec): 3 clusters
  Score: Raw -441355.216432 + Penalty 2781.146869 = -438574.069564
  nChanged 196
		SP:Iteration 6Q (76155.760000 sec): 3 clusters
  Score: Raw -441474.759209 + Penalty 2781.146869 = -438693.612340
  nChanged 196
		SP:Iteration 7Q (76155.960000 sec): 3 clusters
  Score: Raw -441623.146908 + Penalty 2781.146869 = -438842.000039
  nChanged 183
		SP:Iteration 8Q (76156.180000 sec): 3 clusters
  Score: Raw -441764.316595 + Penalty 2781.146869 = -438983.169726
  nChanged 145
		SP:Iteration 9Q (76156.420000 sec): 3 clusters
  Score: Raw -441864.831818 + Penalty 2781.146869 = -439083.684949
  nChanged 127
		SP:Iteration 10Q (76156.620000 sec): 3 clusters
  Score: Raw -441948.914150 + Penalty 2781.146869 = -439167.767281
  nChanged 109
		SP:Iteration 11Q (76156.850000 sec): 3 clusters
  Score: Raw -442014.963001 + Penalty 2781.146869 = -439233.816132
  nChanged 88
		SP:Iteration 12Q (76157.030000 sec): 3 clusters
  Score: Raw -442068.245442 + Penalty 2781.146869 = -439287.098573
  nChanged 72
		SP:Iteration 13Q (76157.260000 sec): 3 clusters
  Score: Raw -442106.014854 + Penalty 2781.146869 = -439324.867985
  nChanged 69
		SP:Iteration 14Q (76157.470000 sec): 3 clusters
  Score: Raw -442149.092453 + Penalty 2781.146869 = -439367.945584
  nChanged 61
		SP:Iteration 15Q (76157.650000 sec): 3 clusters
  Score: Raw -442181.191816 + Penalty 2781.146869 = -439400.044948
  nChanged 40
		SP:Iteration 16Q (76157.860000 sec): 3 clusters
  Score: Raw -442201.868753 + Penalty 2781.146869 = -439420.721885
  nChanged 37
		SP:Iteration 17Q (76158.040000 sec): 3 clusters
  Score: Raw -442219.307044 + Penalty 2781.146869 = -439438.160175
  nChanged 31
		SP:Iteration 18Q (76158.200000 sec): 3 clusters
  Score: Raw -442230.949697 + Penalty 2781.146869 = -439449.802828
  nChanged 25
		SP:Iteration 19Q (76158.360000 sec): 3 clusters
  Score: Raw -442245.556675 + Penalty 2781.146869 = -439464.409806
  nChanged 29
		SP:Iteration 20F (76158.540000 sec): 3 clusters
  Score: Raw -442261.477846 + Penalty 2781.146869 = -439480.330977
  nChanged 31
		SP:Iteration 21Q (76158.790000 sec): 3 clusters
  Score: Raw -442276.364553 + Penalty 2781.146869 = -439495.217684
  nChanged 26
		SP:Iteration 22Q (76159.000000 sec): 3 clusters
  Score: Raw -442286.160043 + Penalty 2781.146869 = -439505.013174
  nChanged 23
		SP:Iteration 23Q (76159.190000 sec): 3 clusters
  Score: Raw -442296.241027 + Penalty 2781.146869 = -439515.094158
  nChanged 25
		SP:Iteration 24Q (76159.390000 sec): 3 clusters
  Score: Raw -442305.854763 + Penalty 2781.146869 = -439524.707894
  nChanged 20
		SP:Iteration 25Q (76159.670000 sec): 3 clusters
  Score: Raw -442312.828603 + Penalty 2781.146869 = -439531.681735
  nChanged 18
		SP:Iteration 26Q (76159.910000 sec): 3 clusters
  Score: Raw -442325.010646 + Penalty 2781.146869 = -439543.863777
  nChanged 26
		SP:Iteration 27Q (76160.110000 sec): 3 clusters
  Score: Raw -442340.452629 + Penalty 2781.146869 = -439559.305760
  nChanged 17
		SP:Iteration 28Q (76160.320000 sec): 3 clusters
  Score: Raw -442350.082614 + Penalty 2781.146869 = -439568.935745
  nChanged 15
		SP:Iteration 29Q (76160.520000 sec): 3 clusters
  Score: Raw -442356.630052 + Penalty 2781.146869 = -439575.483183
  nChanged 12
		SP:Iteration 30Q (76160.740000 sec): 3 clusters
  Score: Raw -442363.678018 + Penalty 2781.146869 = -439582.531149
  nChanged 13
		SP:Iteration 31Q (76160.930000 sec): 3 clusters
  Score: Raw -442370.359298 + Penalty 2781.146869 = -439589.212429
  nChanged 12
		SP:Iteration 32Q (76161.150000 sec): 3 clusters
  Score: Raw -442376.739122 + Penalty 2781.146869 = -439595.592253
  nChanged 9
		SP:Iteration 33Q (76161.370000 sec): 3 clusters
  Score: Raw -442380.364488 + Penalty 2781.146869 = -439599.217619
  nChanged 9
		SP:Iteration 34Q (76161.550000 sec): 3 clusters
  Score: Raw -442384.795628 + Penalty 2781.146869 = -439603.648759
  nChanged 10
		SP:Iteration 35Q (76161.770000 sec): 3 clusters
  Score: Raw -442389.981841 + Penalty 2781.146869 = -439608.834972
  nChanged 7
		SP:Iteration 36Q (76162.010000 sec): 3 clusters
  Score: Raw -442393.618497 + Penalty 2781.146869 = -439612.471628
  nChanged 9
		SP:Iteration 37Q (76162.190000 sec): 3 clusters
  Score: Raw -442398.289318 + Penalty 2781.146869 = -439617.142449
  nChanged 4
		SP:Iteration 38Q (76162.370000 sec): 3 clusters
  Score: Raw -442400.974045 + Penalty 2781.146869 = -439619.827177
  nChanged 8
		SP:Iteration 39Q (76162.570000 sec): 3 clusters
  Score: Raw -442404.217212 + Penalty 2781.146869 = -439623.070344
  nChanged 5
		SP:Iteration 40F (76162.750000 sec): 3 clusters
  Score: Raw -442406.526580 + Penalty 2781.146869 = -439625.379711
  nChanged 4
		SP:Iteration 41Q (76162.990000 sec): 3 clusters
  Score: Raw -442409.409217 + Penalty 2781.146869 = -439628.262349
  nChanged 6
		SP:Iteration 42Q (76163.190000 sec): 3 clusters
  Score: Raw -442412.932460 + Penalty 2781.146869 = -439631.785591
  nChanged 2
		SP:Iteration 43Q (76163.450000 sec): 3 clusters
  Score: Raw -442413.572548 + Penalty 2781.146869 = -439632.425679
  nChanged 0
		SP:Iteration 44F (76163.650000 sec): 3 clusters
  Score: Raw -442413.572548 + Penalty 2781.146869 = -439632.425679
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 59 (14102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76163.790000 sec): 2 clusters
  Score: Raw -1217046.987589 + Penalty 1552.536685 = -1215494.450903
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76164.030000 sec): 3 clusters
  Score: Raw -1208765.636588 + Penalty 3105.073371 = -1205660.563218
  nChanged 6319
		SP:Iteration 1F (76164.240000 sec): 3 clusters
  Score: Raw -1212373.052766 + Penalty 3105.073371 = -1209267.979395
  nChanged 853
		SP:Iteration 2F (76164.530000 sec): 3 clusters
  Score: Raw -1212808.907459 + Penalty 3105.073371 = -1209703.834088
  nChanged 853
		SP:Iteration 3F (76164.790000 sec): 3 clusters
  Score: Raw -1213242.485417 + Penalty 3105.073371 = -1210137.412046
  nChanged 826
		SP:Iteration 4F (76164.980000 sec): 3 clusters
  Score: Raw -1213648.750425 + Penalty 3105.073371 = -1210543.677054
  nChanged 728
		SP:Iteration 5F (76165.220000 sec): 3 clusters
  Score: Raw -1214009.569880 + Penalty 3105.073371 = -1210904.496509
  nChanged 654
		SP:Iteration 6Q (76165.500000 sec): 3 clusters
  Score: Raw -1214319.550467 + Penalty 3105.073371 = -1211214.477096
  nChanged 606
		SP:Iteration 7Q (76165.790000 sec): 3 clusters
  Score: Raw -1214607.130948 + Penalty 3105.073371 = -1211502.057578
  nChanged 553
		SP:Iteration 8Q (76165.990000 sec): 3 clusters
  Score: Raw -1214875.401929 + Penalty 3105.073371 = -1211770.328558
  nChanged 495
		SP:Iteration 9Q (76166.260000 sec): 3 clusters
  Score: Raw -1215127.030874 + Penalty 3105.073371 = -1212021.957503
  nChanged 478
		SP:Iteration 10Q (76166.500000 sec): 3 clusters
  Score: Raw -1215384.913841 + Penalty 3105.073371 = -1212279.840471
  nChanged 490
		SP:Iteration 11Q (76166.760000 sec): 3 clusters
  Score: Raw -1215671.803267 + Penalty 3105.073371 = -1212566.729897
  nChanged 502
		SP:Iteration 12Q (76166.980000 sec): 3 clusters
  Score: Raw -1216013.934571 + Penalty 3105.073371 = -1212908.861200
  nChanged 432
		SP:Iteration 13Q (76167.190000 sec): 3 clusters
  Score: Raw -1216314.831892 + Penalty 3105.073371 = -1213209.758521
  nChanged 344
		SP:Iteration 14Q (76167.430000 sec): 3 clusters
  Score: Raw -1216565.115358 + Penalty 3105.073371 = -1213460.041988
  nChanged 286
		SP:Iteration 15Q (76167.670000 sec): 3 clusters
  Score: Raw -1216801.328611 + Penalty 3105.073371 = -1213696.255240
  nChanged 212
		SP:Iteration 16Q (76167.930000 sec): 3 clusters
  Score: Raw -1216968.732647 + Penalty 3105.073371 = -1213863.659276
  nChanged 145
		SP:Iteration 17Q (76168.250000 sec): 3 clusters
  Score: Raw -1217070.333398 + Penalty 3105.073371 = -1213965.260027
  nChanged 103
		SP:Iteration 18Q (76168.440000 sec): 3 clusters
  Score: Raw -1217133.598389 + Penalty 3105.073371 = -1214028.525018
  nChanged 70
		SP:Iteration 19Q (76168.750000 sec): 3 clusters
  Score: Raw -1217172.286432 + Penalty 3105.073371 = -1214067.213061
  nChanged 63
		SP:Iteration 20F (76168.910000 sec): 3 clusters
  Score: Raw -1217213.885106 + Penalty 3105.073371 = -1214108.811735
  nChanged 50
		SP:Iteration 21Q (76169.120000 sec): 3 clusters
  Score: Raw -1217239.550826 + Penalty 3105.073371 = -1214134.477455
  nChanged 33
		SP:Iteration 22Q (76169.330000 sec): 3 clusters
  Score: Raw -1217253.677480 + Penalty 3105.073371 = -1214148.604109
  nChanged 25
		SP:Iteration 23Q (76169.570000 sec): 3 clusters
  Score: Raw -1217262.598122 + Penalty 3105.073371 = -1214157.524751
  nChanged 20
		SP:Iteration 24Q (76169.850000 sec): 3 clusters
  Score: Raw -1217272.714752 + Penalty 3105.073371 = -1214167.641381
  nChanged 17
		SP:Iteration 25Q (76170.140000 sec): 3 clusters
  Score: Raw -1217279.020294 + Penalty 3105.073371 = -1214173.946923
  nChanged 18
		SP:Iteration 26Q (76170.410000 sec): 3 clusters
  Score: Raw -1217289.387023 + Penalty 3105.073371 = -1214184.313652
  nChanged 19
		SP:Iteration 27Q (76170.740000 sec): 3 clusters
  Score: Raw -1217297.711010 + Penalty 3105.073371 = -1214192.637639
  nChanged 18
		SP:Iteration 28Q (76171.000000 sec): 3 clusters
  Score: Raw -1217305.469500 + Penalty 3105.073371 = -1214200.396129
  nChanged 10
		SP:Iteration 29Q (76171.240000 sec): 3 clusters
  Score: Raw -1217310.098833 + Penalty 3105.073371 = -1214205.025462
  nChanged 10
		SP:Iteration 30Q (76171.490000 sec): 3 clusters
  Score: Raw -1217313.949418 + Penalty 3105.073371 = -1214208.876047
  nChanged 5
		SP:Iteration 31Q (76171.800000 sec): 3 clusters
  Score: Raw -1217315.123449 + Penalty 3105.073371 = -1214210.050079
  nChanged 1
		SP:Iteration 32Q (76172.040000 sec): 3 clusters
  Score: Raw -1217315.557579 + Penalty 3105.073371 = -1214210.484208
  nChanged 3
		SP:Iteration 33Q (76172.270000 sec): 3 clusters
  Score: Raw -1217316.702345 + Penalty 3105.073371 = -1214211.628974
  nChanged 4
		SP:Iteration 34Q (76172.520000 sec): 3 clusters
  Score: Raw -1217317.924069 + Penalty 3105.073371 = -1214212.850698
  nChanged 2
		SP:Iteration 35Q (76172.800000 sec): 3 clusters
  Score: Raw -1217318.826402 + Penalty 3105.073371 = -1214213.753031
  nChanged 0
		SP:Iteration 36F (76173.040000 sec): 3 clusters
  Score: Raw -1217318.826402 + Penalty 3105.073371 = -1214213.753031
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 60 (665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76173.180000 sec): 2 clusters
  Score: Raw -53042.062469 + Penalty 1056.215394 = -51985.847075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76173.350000 sec): 3 clusters
  Score: Raw -52914.094422 + Penalty 2112.430788 = -50801.663633
  nChanged 181
		SP:Iteration 1F (76173.510000 sec): 3 clusters
  Score: Raw -53176.436859 + Penalty 2112.430788 = -51064.006071
  nChanged 59
		SP:Iteration 2F (76173.740000 sec): 3 clusters
  Score: Raw -53316.171980 + Penalty 2112.430788 = -51203.741192
  nChanged 44
		SP:Iteration 3F (76173.870000 sec): 3 clusters
  Score: Raw -53457.108951 + Penalty 2112.430788 = -51344.678163
  nChanged 32
		SP:Iteration 4Q (76174.040000 sec): 3 clusters
  Score: Raw -53663.589678 + Penalty 2112.430788 = -51551.158890
  nChanged 40
		SP:Iteration 5F (76174.240000 sec): 3 clusters
  Score: Raw -53799.448896 + Penalty 2112.430788 = -51687.018108
  nChanged 33
		SP:Iteration 6Q (76174.390000 sec): 3 clusters
  Score: Raw -53882.109770 + Penalty 2112.430788 = -51769.678982
  nChanged 17
		SP:Iteration 7Q (76174.560000 sec): 3 clusters
  Score: Raw -53921.345725 + Penalty 2112.430788 = -51808.914936
  nChanged 5
		SP:Iteration 8Q (76174.690000 sec): 3 clusters
  Score: Raw -53929.217605 + Penalty 2112.430788 = -51816.786817
  nChanged 2
		SP:Iteration 9Q (76174.820000 sec): 3 clusters
  Score: Raw -53939.041154 + Penalty 2112.430788 = -51826.610366
  nChanged 4
		SP:Iteration 10Q (76174.950000 sec): 3 clusters
  Score: Raw -53969.548905 + Penalty 2112.430788 = -51857.118117
  nChanged 4
		SP:Iteration 11Q (76175.080000 sec): 3 clusters
  Score: Raw -53977.802897 + Penalty 2112.430788 = -51865.372108
  nChanged 6
		SP:Iteration 12Q (76175.250000 sec): 3 clusters
  Score: Raw -53990.769488 + Penalty 2112.430788 = -51878.338700
  nChanged 4
		SP:Iteration 13Q (76175.450000 sec): 3 clusters
  Score: Raw -53997.324176 + Penalty 2112.430788 = -51884.893388
  nChanged 1
		SP:Iteration 14Q (76175.620000 sec): 3 clusters
  Score: Raw -53999.241453 + Penalty 2112.430788 = -51886.810665
  nChanged 0
		SP:Iteration 15F (76175.760000 sec): 3 clusters
  Score: Raw -53999.241453 + Penalty 2112.430788 = -51886.810665
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 61 (11180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76175.900000 sec): 2 clusters
  Score: Raw -922254.560721 + Penalty 1514.805784 = -920739.754937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76176.110000 sec): 3 clusters
  Score: Raw -915870.145845 + Penalty 3029.611568 = -912840.534277
  nChanged 4833
		SP:Iteration 1F (76176.360000 sec): 3 clusters
  Score: Raw -918497.995818 + Penalty 3029.611568 = -915468.384251
  nChanged 709
		SP:Iteration 2F (76176.590000 sec): 3 clusters
  Score: Raw -918806.254525 + Penalty 3029.611568 = -915776.642958
  nChanged 568
		SP:Iteration 3F (76176.830000 sec): 3 clusters
  Score: Raw -919092.300750 + Penalty 3029.611568 = -916062.689182
  nChanged 582
		SP:Iteration 4F (76177.030000 sec): 3 clusters
  Score: Raw -919424.596422 + Penalty 3029.611568 = -916394.984854
  nChanged 602
		SP:Iteration 5F (76177.290000 sec): 3 clusters
  Score: Raw -919808.157274 + Penalty 3029.611568 = -916778.545706
  nChanged 615
		SP:Iteration 6F (76177.520000 sec): 3 clusters
  Score: Raw -920231.650057 + Penalty 3029.611568 = -917202.038490
  nChanged 628
		SP:Iteration 7F (76177.810000 sec): 3 clusters
  Score: Raw -920699.075551 + Penalty 3029.611568 = -917669.463983
  nChanged 615
		SP:Iteration 8F (76178.090000 sec): 3 clusters
  Score: Raw -921211.263631 + Penalty 3029.611568 = -918181.652063
  nChanged 537
		SP:Iteration 9Q (76178.270000 sec): 3 clusters
  Score: Raw -921691.356127 + Penalty 3029.611568 = -918661.744560
  nChanged 428
		SP:Iteration 10Q (76178.550000 sec): 3 clusters
  Score: Raw -922066.253337 + Penalty 3029.611568 = -919036.641770
  nChanged 305
		SP:Iteration 11Q (76178.850000 sec): 3 clusters
  Score: Raw -922339.400203 + Penalty 3029.611568 = -919309.788635
  nChanged 238
		SP:Iteration 12Q (76179.110000 sec): 3 clusters
  Score: Raw -922535.850029 + Penalty 3029.611568 = -919506.238461
  nChanged 204
		SP:Iteration 13Q (76179.340000 sec): 3 clusters
  Score: Raw -922705.509078 + Penalty 3029.611568 = -919675.897510
  nChanged 172
		SP:Iteration 14Q (76179.600000 sec): 3 clusters
  Score: Raw -922841.988874 + Penalty 3029.611568 = -919812.377306
  nChanged 146
		SP:Iteration 15Q (76179.830000 sec): 3 clusters
  Score: Raw -922955.639295 + Penalty 3029.611568 = -919926.027728
  nChanged 124
		SP:Iteration 16Q (76180.100000 sec): 3 clusters
  Score: Raw -923043.169239 + Penalty 3029.611568 = -920013.557672
  nChanged 96
		SP:Iteration 17Q (76180.340000 sec): 3 clusters
  Score: Raw -923108.399531 + Penalty 3029.611568 = -920078.787963
  nChanged 103
		SP:Iteration 18Q (76180.610000 sec): 3 clusters
  Score: Raw -923163.147632 + Penalty 3029.611568 = -920133.536064
  nChanged 65
		SP:Iteration 19Q (76180.790000 sec): 3 clusters
  Score: Raw -923185.732220 + Penalty 3029.611568 = -920156.120653
  nChanged 31
		SP:Iteration 20F (76181.030000 sec): 3 clusters
  Score: Raw -923198.486802 + Penalty 3029.611568 = -920168.875234
  nChanged 25
		SP:Iteration 21Q (76181.310000 sec): 3 clusters
  Score: Raw -923209.103214 + Penalty 3029.611568 = -920179.491646
  nChanged 24
		SP:Iteration 22Q (76181.560000 sec): 3 clusters
  Score: Raw -923214.507901 + Penalty 3029.611568 = -920184.896333
  nChanged 17
		SP:Iteration 23Q (76181.790000 sec): 3 clusters
  Score: Raw -923218.304161 + Penalty 3029.611568 = -920188.692593
  nChanged 11
		SP:Iteration 24Q (76182.020000 sec): 3 clusters
  Score: Raw -923220.941360 + Penalty 3029.611568 = -920191.329793
  nChanged 8
		SP:Iteration 25Q (76182.210000 sec): 3 clusters
  Score: Raw -923223.714211 + Penalty 3029.611568 = -920194.102643
  nChanged 7
		SP:Iteration 26Q (76182.430000 sec): 3 clusters
  Score: Raw -923225.255425 + Penalty 3029.611568 = -920195.643858
  nChanged 3
		SP:Iteration 27Q (76182.660000 sec): 3 clusters
  Score: Raw -923225.753322 + Penalty 3029.611568 = -920196.141755
  nChanged 3
		SP:Iteration 28Q (76182.880000 sec): 3 clusters
  Score: Raw -923226.122300 + Penalty 3029.611568 = -920196.510732
  nChanged 3
		SP:Iteration 29Q (76183.110000 sec): 3 clusters
  Score: Raw -923226.969504 + Penalty 3029.611568 = -920197.357936
  nChanged 5
		SP:Iteration 30Q (76183.470000 sec): 3 clusters
  Score: Raw -923228.210499 + Penalty 3029.611568 = -920198.598931
  nChanged 2
		SP:Iteration 31Q (76183.780000 sec): 3 clusters
  Score: Raw -923228.733630 + Penalty 3029.611568 = -920199.122062
  nChanged 1
		SP:Iteration 32Q (76183.990000 sec): 3 clusters
  Score: Raw -923228.864353 + Penalty 3029.611568 = -920199.252785
  nChanged 1
		SP:Iteration 33Q (76184.180000 sec): 3 clusters
  Score: Raw -923229.025907 + Penalty 3029.611568 = -920199.414339
  nChanged 1
		SP:Iteration 34Q (76184.350000 sec): 3 clusters
  Score: Raw -923229.741784 + Penalty 3029.611568 = -920200.130216
  nChanged 3
		SP:Iteration 35Q (76184.600000 sec): 3 clusters
  Score: Raw -923230.173480 + Penalty 3029.611568 = -920200.561912
  nChanged 1
		SP:Iteration 36Q (76184.820000 sec): 3 clusters
  Score: Raw -923230.309123 + Penalty 3029.611568 = -920200.697555
  nChanged 2
		SP:Iteration 37Q (76185.060000 sec): 3 clusters
  Score: Raw -923230.564101 + Penalty 3029.611568 = -920200.952533
  nChanged 2
		SP:Iteration 38Q (76185.290000 sec): 3 clusters
  Score: Raw -923230.939130 + Penalty 3029.611568 = -920201.327562
  nChanged 1
		SP:Iteration 39Q (76185.530000 sec): 3 clusters
  Score: Raw -923231.239171 + Penalty 3029.611568 = -920201.627604
  nChanged 4
		SP:Iteration 40F (76185.790000 sec): 3 clusters
  Score: Raw -923231.874405 + Penalty 3029.611568 = -920202.262837
  nChanged 2
		SP:Iteration 41Q (76185.960000 sec): 3 clusters
  Score: Raw -923232.139142 + Penalty 3029.611568 = -920202.527574
  nChanged 2
		SP:Iteration 42Q (76186.240000 sec): 3 clusters
  Score: Raw -923232.499009 + Penalty 3029.611568 = -920202.887441
  nChanged 2
		SP:Iteration 43Q (76186.470000 sec): 3 clusters
  Score: Raw -923232.847981 + Penalty 3029.611568 = -920203.236414
  nChanged 1
		SP:Iteration 44Q (76186.660000 sec): 3 clusters
  Score: Raw -923232.997875 + Penalty 3029.611568 = -920203.386307
  nChanged 0
		SP:Iteration 45F (76186.840000 sec): 3 clusters
  Score: Raw -923232.997875 + Penalty 3029.611568 = -920203.386307
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 62 (37848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76187.200000 sec): 2 clusters
  Score: Raw -3546136.442291 + Penalty 1712.966680 = -3544423.475611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76187.600000 sec): 3 clusters
  Score: Raw -3522504.784371 + Penalty 3425.933361 = -3519078.851011
  nChanged 17509
		SP:Iteration 1F (76187.990000 sec): 3 clusters
  Score: Raw -3532377.899464 + Penalty 3425.933361 = -3528951.966104
  nChanged 1470
		SP:Iteration 2Q (76188.490000 sec): 3 clusters
  Score: Raw -3532752.174825 + Penalty 3425.933361 = -3529326.241464
  nChanged 1305
		SP:Iteration 3Q (76188.890000 sec): 3 clusters
  Score: Raw -3533081.722610 + Penalty 3425.933361 = -3529655.789250
  nChanged 1245
		SP:Iteration 4Q (76189.310000 sec): 3 clusters
  Score: Raw -3533398.700393 + Penalty 3425.933361 = -3529972.767032
  nChanged 1171
		SP:Iteration 5Q (76189.700000 sec): 3 clusters
  Score: Raw -3533719.600066 + Penalty 3425.933361 = -3530293.666706
  nChanged 1286
		SP:Iteration 6Q (76190.160000 sec): 3 clusters
  Score: Raw -3534127.099706 + Penalty 3425.933361 = -3530701.166345
  nChanged 1453
		SP:Iteration 7Q (76190.580000 sec): 3 clusters
  Score: Raw -3534714.726863 + Penalty 3425.933361 = -3531288.793503
  nChanged 1754
		SP:Iteration 8Q (76190.960000 sec): 3 clusters
  Score: Raw -3535613.581065 + Penalty 3425.933361 = -3532187.647705
  nChanged 2163
		SP:Iteration 9F (76191.370000 sec): 3 clusters
  Score: Raw -3537006.154788 + Penalty 3425.933361 = -3533580.221427
  nChanged 2447
		SP:Iteration 10F (76191.820000 sec): 3 clusters
  Score: Raw -3538951.691831 + Penalty 3425.933361 = -3535525.758470
  nChanged 2510
		SP:Iteration 11F (76192.210000 sec): 3 clusters
  Score: Raw -3541196.397815 + Penalty 3425.933361 = -3537770.464454
  nChanged 2006
		SP:Iteration 12F (76192.600000 sec): 3 clusters
  Score: Raw -3543006.182247 + Penalty 3425.933361 = -3539580.248887
  nChanged 1410
		SP:Iteration 13Q (76193.000000 sec): 3 clusters
  Score: Raw -3544305.317669 + Penalty 3425.933361 = -3540879.384309
  nChanged 889
		SP:Iteration 14Q (76193.440000 sec): 3 clusters
  Score: Raw -3545111.743340 + Penalty 3425.933361 = -3541685.809980
  nChanged 494
		SP:Iteration 15Q (76193.880000 sec): 3 clusters
  Score: Raw -3545543.551348 + Penalty 3425.933361 = -3542117.617987
  nChanged 304
		SP:Iteration 16Q (76194.300000 sec): 3 clusters
  Score: Raw -3545805.371564 + Penalty 3425.933361 = -3542379.438203
  nChanged 226
		SP:Iteration 17Q (76194.720000 sec): 3 clusters
  Score: Raw -3545989.125559 + Penalty 3425.933361 = -3542563.192198
  nChanged 138
		SP:Iteration 18Q (76195.150000 sec): 3 clusters
  Score: Raw -3546102.213736 + Penalty 3425.933361 = -3542676.280375
  nChanged 103
		SP:Iteration 19Q (76195.550000 sec): 3 clusters
  Score: Raw -3546180.218229 + Penalty 3425.933361 = -3542754.284868
  nChanged 74
		SP:Iteration 20F (76195.960000 sec): 3 clusters
  Score: Raw -3546231.139510 + Penalty 3425.933361 = -3542805.206149
  nChanged 57
		SP:Iteration 21Q (76196.410000 sec): 3 clusters
  Score: Raw -3546270.395921 + Penalty 3425.933361 = -3542844.462560
  nChanged 47
		SP:Iteration 22Q (76196.790000 sec): 3 clusters
  Score: Raw -3546300.720633 + Penalty 3425.933361 = -3542874.787272
  nChanged 31
		SP:Iteration 23Q (76197.190000 sec): 3 clusters
  Score: Raw -3546320.012363 + Penalty 3425.933361 = -3542894.079003
  nChanged 24
		SP:Iteration 24Q (76197.610000 sec): 3 clusters
  Score: Raw -3546336.081965 + Penalty 3425.933361 = -3542910.148604
  nChanged 22
		SP:Iteration 25Q (76198.040000 sec): 3 clusters
  Score: Raw -3546351.471586 + Penalty 3425.933361 = -3542925.538225
  nChanged 19
		SP:Iteration 26Q (76198.400000 sec): 3 clusters
  Score: Raw -3546365.026839 + Penalty 3425.933361 = -3542939.093479
  nChanged 12
		SP:Iteration 27Q (76198.790000 sec): 3 clusters
  Score: Raw -3546373.401828 + Penalty 3425.933361 = -3542947.468467
  nChanged 10
		SP:Iteration 28Q (76199.170000 sec): 3 clusters
  Score: Raw -3546380.338952 + Penalty 3425.933361 = -3542954.405591
  nChanged 5
		SP:Iteration 29Q (76199.620000 sec): 3 clusters
  Score: Raw -3546382.393495 + Penalty 3425.933361 = -3542956.460134
  nChanged 4
		SP:Iteration 30Q (76200.010000 sec): 3 clusters
  Score: Raw -3546383.816671 + Penalty 3425.933361 = -3542957.883311
  nChanged 1
		SP:Iteration 31Q (76200.400000 sec): 3 clusters
  Score: Raw -3546384.222189 + Penalty 3425.933361 = -3542958.288828
  nChanged 1
		SP:Iteration 32Q (76200.850000 sec): 3 clusters
  Score: Raw -3546384.730939 + Penalty 3425.933361 = -3542958.797578
  nChanged 0
		SP:Iteration 33F (76201.240000 sec): 3 clusters
  Score: Raw -3546384.730939 + Penalty 3425.933361 = -3542958.797578
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 63 (777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76201.380000 sec): 2 clusters
  Score: Raw -60925.559157 + Penalty 1081.509057 = -59844.050100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76201.600000 sec): 3 clusters
  Score: Raw -60754.868704 + Penalty 2163.018114 = -58591.850590
  nChanged 199
		SP:Iteration 1F (76201.750000 sec): 3 clusters
  Score: Raw -60957.582461 + Penalty 2163.018114 = -58794.564347
  nChanged 56
		SP:Iteration 2F (76201.920000 sec): 3 clusters
  Score: Raw -61031.470423 + Penalty 2163.018114 = -58868.452310
  nChanged 30
		SP:Iteration 3Q (76202.100000 sec): 3 clusters
  Score: Raw -61068.170513 + Penalty 2163.018114 = -58905.152399
  nChanged 12
		SP:Iteration 4Q (76202.220000 sec): 3 clusters
  Score: Raw -61078.211190 + Penalty 2163.018114 = -58915.193076
  nChanged 5
		SP:Iteration 5Q (76202.390000 sec): 3 clusters
  Score: Raw -61083.097238 + Penalty 2163.018114 = -58920.079124
  nChanged 8
		SP:Iteration 6Q (76202.530000 sec): 3 clusters
  Score: Raw -61087.139578 + Penalty 2163.018114 = -58924.121464
  nChanged 5
		SP:Iteration 7Q (76202.710000 sec): 3 clusters
  Score: Raw -61093.529735 + Penalty 2163.018114 = -58930.511622
  nChanged 5
		SP:Iteration 8Q (76202.840000 sec): 3 clusters
  Score: Raw -61100.052101 + Penalty 2163.018114 = -58937.033987
  nChanged 3
		SP:Iteration 9Q (76202.990000 sec): 3 clusters
  Score: Raw -61101.546956 + Penalty 2163.018114 = -58938.528842
  nChanged 3
		SP:Iteration 10Q (76203.190000 sec): 3 clusters
  Score: Raw -61103.441263 + Penalty 2163.018114 = -58940.423149
  nChanged 2
		SP:Iteration 11Q (76203.420000 sec): 3 clusters
  Score: Raw -61104.641325 + Penalty 2163.018114 = -58941.623212
  nChanged 4
		SP:Iteration 12Q (76203.600000 sec): 3 clusters
  Score: Raw -61106.436419 + Penalty 2163.018114 = -58943.418305
  nChanged 1
		SP:Iteration 13Q (76203.830000 sec): 3 clusters
  Score: Raw -61107.484684 + Penalty 2163.018114 = -58944.466570
  nChanged 2
		SP:Iteration 14Q (76204.060000 sec): 3 clusters
  Score: Raw -61109.866085 + Penalty 2163.018114 = -58946.847971
  nChanged 2
		SP:Iteration 15Q (76204.260000 sec): 3 clusters
  Score: Raw -61112.336219 + Penalty 2163.018114 = -58949.318105
  nChanged 3
		SP:Iteration 16Q (76204.420000 sec): 3 clusters
  Score: Raw -61115.372108 + Penalty 2163.018114 = -58952.353994
  nChanged 2
		SP:Iteration 17Q (76204.620000 sec): 3 clusters
  Score: Raw -61116.621695 + Penalty 2163.018114 = -58953.603581
  nChanged 2
		SP:Iteration 18Q (76204.840000 sec): 3 clusters
  Score: Raw -61120.550998 + Penalty 2163.018114 = -58957.532884
  nChanged 1
		SP:Iteration 19Q (76205.040000 sec): 3 clusters
  Score: Raw -61121.638916 + Penalty 2163.018114 = -58958.620802
  nChanged 1
		SP:Iteration 20F (76205.220000 sec): 3 clusters
  Score: Raw -61123.165015 + Penalty 2163.018114 = -58960.146902
  nChanged 2
		SP:Iteration 21Q (76205.390000 sec): 3 clusters
  Score: Raw -61124.486874 + Penalty 2163.018114 = -58961.468760
  nChanged 1
		SP:Iteration 22Q (76205.530000 sec): 3 clusters
  Score: Raw -61124.910545 + Penalty 2163.018114 = -58961.892431
  nChanged 0
		SP:Iteration 23F (76205.700000 sec): 3 clusters
  Score: Raw -61124.910545 + Penalty 2163.018114 = -58961.892431
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 64 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76205.800000 sec): 2 clusters
  Score: Raw -36967.533101 + Penalty 986.494881 = -35981.038220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76206.020000 sec): 3 clusters
  Score: Raw -36934.107136 + Penalty 1972.989762 = -34961.117375
  nChanged 76
		SP:Iteration 1F (76206.200000 sec): 3 clusters
  Score: Raw -37068.815599 + Penalty 1972.989762 = -35095.825837
  nChanged 27
		SP:Iteration 2F (76206.390000 sec): 3 clusters
  Score: Raw -37130.670839 + Penalty 1972.989762 = -35157.681077
  nChanged 15
		SP:Iteration 3Q (76206.540000 sec): 3 clusters
  Score: Raw -37166.124130 + Penalty 1972.989762 = -35193.134368
  nChanged 12
		SP:Iteration 4Q (76206.770000 sec): 3 clusters
  Score: Raw -37199.541269 + Penalty 1972.989762 = -35226.551508
  nChanged 6
		SP:Iteration 5Q (76206.920000 sec): 3 clusters
  Score: Raw -37214.070422 + Penalty 1972.989762 = -35241.080660
  nChanged 7
		SP:Iteration 6Q (76207.040000 sec): 3 clusters
  Score: Raw -37244.963166 + Penalty 1972.989762 = -35271.973404
  nChanged 9
		SP:Iteration 7Q (76207.260000 sec): 3 clusters
  Score: Raw -37269.828805 + Penalty 1972.989762 = -35296.839043
  nChanged 10
		SP:Iteration 8Q (76207.420000 sec): 3 clusters
  Score: Raw -37285.544135 + Penalty 1972.989762 = -35312.554374
  nChanged 8
		SP:Iteration 9Q (76207.550000 sec): 3 clusters
  Score: Raw -37307.311572 + Penalty 1972.989762 = -35334.321810
  nChanged 9
		SP:Iteration 10Q (76207.740000 sec): 3 clusters
  Score: Raw -37347.694679 + Penalty 1972.989762 = -35374.704917
  nChanged 17
		SP:Iteration 11Q (76207.940000 sec): 3 clusters
  Score: Raw -37529.871949 + Penalty 1972.989762 = -35556.882187
  nChanged 18
		SP:Iteration 12Q (76208.080000 sec): 3 clusters
  Score: Raw -37712.461848 + Penalty 1972.989762 = -35739.472086
  nChanged 15
		SP:Iteration 13Q (76208.230000 sec): 3 clusters
  Score: Raw -37765.640899 + Penalty 1972.989762 = -35792.651138
  nChanged 17
		SP:Iteration 14Q (76208.360000 sec): 3 clusters
  Score: Raw -37808.021784 + Penalty 1972.989762 = -35835.032023
  nChanged 6
		SP:Iteration 15Q (76208.540000 sec): 3 clusters
  Score: Raw -37824.401420 + Penalty 1972.989762 = -35851.411658
  nChanged 3
		SP:Iteration 16Q (76208.740000 sec): 3 clusters
  Score: Raw -37829.333531 + Penalty 1972.989762 = -35856.343769
  nChanged 4
		SP:Iteration 17Q (76208.870000 sec): 3 clusters
  Score: Raw -37836.697617 + Penalty 1972.989762 = -35863.707856
  nChanged 1
		SP:Iteration 18Q (76209.000000 sec): 3 clusters
  Score: Raw -37840.220389 + Penalty 1972.989762 = -35867.230628
  nChanged 1
		SP:Iteration 19Q (76209.130000 sec): 3 clusters
  Score: Raw -37843.520106 + Penalty 1972.989762 = -35870.530345
  nChanged 0
		SP:Iteration 20F (76209.320000 sec): 3 clusters
  Score: Raw -37843.520106 + Penalty 1972.989762 = -35870.530345
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 65 (1548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76209.450000 sec): 2 clusters
  Score: Raw -128783.970826 + Penalty 1193.516846 = -127590.453979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76209.600000 sec): 3 clusters
  Score: Raw -128191.935512 + Penalty 2387.033693 = -125804.901819
  nChanged 514
		SP:Iteration 1F (76209.760000 sec): 3 clusters
  Score: Raw -128550.814864 + Penalty 2387.033693 = -126163.781171
  nChanged 120
		SP:Iteration 2F (76209.980000 sec): 3 clusters
  Score: Raw -128645.292463 + Penalty 2387.033693 = -126258.258771
  nChanged 72
		SP:Iteration 3Q (76210.160000 sec): 3 clusters
  Score: Raw -128694.074843 + Penalty 2387.033693 = -126307.041150
  nChanged 44
		SP:Iteration 4Q (76210.330000 sec): 3 clusters
  Score: Raw -128720.559979 + Penalty 2387.033693 = -126333.526287
  nChanged 40
		SP:Iteration 5Q (76210.500000 sec): 3 clusters
  Score: Raw -128747.296616 + Penalty 2387.033693 = -126360.262924
  nChanged 24
		SP:Iteration 6Q (76210.630000 sec): 3 clusters
  Score: Raw -128765.048620 + Penalty 2387.033693 = -126378.014927
  nChanged 24
		SP:Iteration 7Q (76210.820000 sec): 3 clusters
  Score: Raw -128778.206626 + Penalty 2387.033693 = -126391.172933
  nChanged 17
		SP:Iteration 8Q (76211.010000 sec): 3 clusters
  Score: Raw -128792.659834 + Penalty 2387.033693 = -126405.626142
  nChanged 14
		SP:Iteration 9Q (76211.180000 sec): 3 clusters
  Score: Raw -128798.767346 + Penalty 2387.033693 = -126411.733654
  nChanged 6
		SP:Iteration 10Q (76211.420000 sec): 3 clusters
  Score: Raw -128800.332684 + Penalty 2387.033693 = -126413.298992
  nChanged 2
		SP:Iteration 11Q (76211.540000 sec): 3 clusters
  Score: Raw -128801.868044 + Penalty 2387.033693 = -126414.834352
  nChanged 5
		SP:Iteration 12Q (76211.740000 sec): 3 clusters
  Score: Raw -128804.118225 + Penalty 2387.033693 = -126417.084532
  nChanged 1
		SP:Iteration 13Q (76211.930000 sec): 3 clusters
  Score: Raw -128804.212229 + Penalty 2387.033693 = -126417.178536
  nChanged 0
		SP:Iteration 14F (76212.070000 sec): 3 clusters
  Score: Raw -128804.212229 + Penalty 2387.033693 = -126417.178536
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 66 (450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76212.160000 sec): 2 clusters
  Score: Raw -36746.869961 + Penalty 992.752732 = -35754.117229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76212.330000 sec): 3 clusters
  Score: Raw -36661.733478 + Penalty 1985.505464 = -34676.228014
  nChanged 100
		SP:Iteration 1F (76212.500000 sec): 3 clusters
  Score: Raw -36806.691037 + Penalty 1985.505464 = -34821.185573
  nChanged 25
		SP:Iteration 2F (76212.710000 sec): 3 clusters
  Score: Raw -36862.119297 + Penalty 1985.505464 = -34876.613832
  nChanged 20
		SP:Iteration 3Q (76212.890000 sec): 3 clusters
  Score: Raw -36905.135062 + Penalty 1985.505464 = -34919.629598
  nChanged 11
		SP:Iteration 4Q (76213.020000 sec): 3 clusters
  Score: Raw -36925.738272 + Penalty 1985.505464 = -34940.232808
  nChanged 6
		SP:Iteration 5Q (76213.200000 sec): 3 clusters
  Score: Raw -36935.559241 + Penalty 1985.505464 = -34950.053777
  nChanged 3
		SP:Iteration 6Q (76213.320000 sec): 3 clusters
  Score: Raw -36940.976204 + Penalty 1985.505464 = -34955.470740
  nChanged 3
		SP:Iteration 7Q (76213.520000 sec): 3 clusters
  Score: Raw -36944.879714 + Penalty 1985.505464 = -34959.374250
  nChanged 1
		SP:Iteration 8Q (76213.700000 sec): 3 clusters
  Score: Raw -36945.476958 + Penalty 1985.505464 = -34959.971494
  nChanged 0
		SP:Iteration 9F (76213.830000 sec): 3 clusters
  Score: Raw -36945.476958 + Penalty 1985.505464 = -34959.971494
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 67 (2749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76213.970000 sec): 2 clusters
  Score: Raw -225208.804643 + Penalty 1286.836279 = -223921.968364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76214.170000 sec): 3 clusters
  Score: Raw -223944.696295 + Penalty 2573.672559 = -221371.023737
  nChanged 1043
		SP:Iteration 1F (76214.350000 sec): 3 clusters
  Score: Raw -224559.144090 + Penalty 2573.672559 = -221985.471531
  nChanged 209
		SP:Iteration 2F (76214.570000 sec): 3 clusters
  Score: Raw -224706.851681 + Penalty 2573.672559 = -222133.179122
  nChanged 150
		SP:Iteration 3F (76214.760000 sec): 3 clusters
  Score: Raw -224809.578999 + Penalty 2573.672559 = -222235.906440
  nChanged 128
		SP:Iteration 4Q (76214.950000 sec): 3 clusters
  Score: Raw -224888.653942 + Penalty 2573.672559 = -222314.981384
  nChanged 113
		SP:Iteration 5Q (76215.090000 sec): 3 clusters
  Score: Raw -224960.372115 + Penalty 2573.672559 = -222386.699557
  nChanged 99
		SP:Iteration 6Q (76215.260000 sec): 3 clusters
  Score: Raw -225028.414038 + Penalty 2573.672559 = -222454.741479
  nChanged 95
		SP:Iteration 7Q (76215.450000 sec): 3 clusters
  Score: Raw -225092.547378 + Penalty 2573.672559 = -222518.874820
  nChanged 89
		SP:Iteration 8Q (76215.570000 sec): 3 clusters
  Score: Raw -225154.113298 + Penalty 2573.672559 = -222580.440739
  nChanged 70
		SP:Iteration 9Q (76215.720000 sec): 3 clusters
  Score: Raw -225207.144252 + Penalty 2573.672559 = -222633.471693
  nChanged 62
		SP:Iteration 10Q (76215.870000 sec): 3 clusters
  Score: Raw -225263.776675 + Penalty 2573.672559 = -222690.104116
  nChanged 63
		SP:Iteration 11Q (76216.010000 sec): 3 clusters
  Score: Raw -225306.978021 + Penalty 2573.672559 = -222733.305463
  nChanged 47
		SP:Iteration 12Q (76216.080000 sec): 3 clusters
  Score: Raw -225332.293566 + Penalty 2573.672559 = -222758.621008
  nChanged 31
		SP:Iteration 13Q (76216.270000 sec): 3 clusters
  Score: Raw -225351.647489 + Penalty 2573.672559 = -222777.974930
  nChanged 26
		SP:Iteration 14Q (76216.430000 sec): 3 clusters
  Score: Raw -225365.900310 + Penalty 2573.672559 = -222792.227751
  nChanged 26
		SP:Iteration 15Q (76216.610000 sec): 3 clusters
  Score: Raw -225378.125191 + Penalty 2573.672559 = -222804.452633
  nChanged 19
		SP:Iteration 16Q (76216.840000 sec): 3 clusters
  Score: Raw -225387.535180 + Penalty 2573.672559 = -222813.862621
  nChanged 13
		SP:Iteration 17Q (76217.050000 sec): 3 clusters
  Score: Raw -225394.253375 + Penalty 2573.672559 = -222820.580816
  nChanged 16
		SP:Iteration 18Q (76217.250000 sec): 3 clusters
  Score: Raw -225404.463010 + Penalty 2573.672559 = -222830.790451
  nChanged 19
		SP:Iteration 19Q (76217.460000 sec): 3 clusters
  Score: Raw -225413.308280 + Penalty 2573.672559 = -222839.635721
  nChanged 7
		SP:Iteration 20F (76217.590000 sec): 3 clusters
  Score: Raw -225416.356150 + Penalty 2573.672559 = -222842.683592
  nChanged 9
		SP:Iteration 21Q (76217.750000 sec): 3 clusters
  Score: Raw -225421.614724 + Penalty 2573.672559 = -222847.942165
  nChanged 13
		SP:Iteration 22Q (76217.880000 sec): 3 clusters
  Score: Raw -225426.206356 + Penalty 2573.672559 = -222852.533798
  nChanged 8
		SP:Iteration 23Q (76218.080000 sec): 3 clusters
  Score: Raw -225429.245518 + Penalty 2573.672559 = -222855.572960
  nChanged 7
		SP:Iteration 24Q (76218.210000 sec): 3 clusters
  Score: Raw -225432.131792 + Penalty 2573.672559 = -222858.459233
  nChanged 4
		SP:Iteration 25Q (76218.350000 sec): 3 clusters
  Score: Raw -225432.708124 + Penalty 2573.672559 = -222859.035565
  nChanged 0
		SP:Iteration 26F (76218.480000 sec): 3 clusters
  Score: Raw -225432.708124 + Penalty 2573.672559 = -222859.035565
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 68 (7054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76218.650000 sec): 2 clusters
  Score: Raw -584002.979667 + Penalty 1439.969393 = -582563.010274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76218.900000 sec): 3 clusters
  Score: Raw -580193.110363 + Penalty 2879.938786 = -577313.171577
  nChanged 3037
		SP:Iteration 1F (76219.090000 sec): 3 clusters
  Score: Raw -581997.892479 + Penalty 2879.938786 = -579117.953693
  nChanged 563
		SP:Iteration 2F (76219.270000 sec): 3 clusters
  Score: Raw -582493.110423 + Penalty 2879.938786 = -579613.171637
  nChanged 546
		SP:Iteration 3F (76219.420000 sec): 3 clusters
  Score: Raw -582933.250329 + Penalty 2879.938786 = -580053.311543
  nChanged 462
		SP:Iteration 4F (76219.650000 sec): 3 clusters
  Score: Raw -583221.375840 + Penalty 2879.938786 = -580341.437054
  nChanged 347
		SP:Iteration 5Q (76219.860000 sec): 3 clusters
  Score: Raw -583412.296906 + Penalty 2879.938786 = -580532.358120
  nChanged 311
		SP:Iteration 6Q (76220.010000 sec): 3 clusters
  Score: Raw -583576.339806 + Penalty 2879.938786 = -580696.401020
  nChanged 267
		SP:Iteration 7Q (76220.210000 sec): 3 clusters
  Score: Raw -583711.705203 + Penalty 2879.938786 = -580831.766417
  nChanged 253
		SP:Iteration 8Q (76220.430000 sec): 3 clusters
  Score: Raw -583845.007532 + Penalty 2879.938786 = -580965.068746
  nChanged 221
		SP:Iteration 9Q (76220.690000 sec): 3 clusters
  Score: Raw -583957.461536 + Penalty 2879.938786 = -581077.522750
  nChanged 181
		SP:Iteration 10Q (76220.850000 sec): 3 clusters
  Score: Raw -584040.903845 + Penalty 2879.938786 = -581160.965059
  nChanged 164
		SP:Iteration 11Q (76221.040000 sec): 3 clusters
  Score: Raw -584114.623849 + Penalty 2879.938786 = -581234.685063
  nChanged 134
		SP:Iteration 12Q (76221.350000 sec): 3 clusters
  Score: Raw -584189.818526 + Penalty 2879.938786 = -581309.879740
  nChanged 138
		SP:Iteration 13Q (76221.620000 sec): 3 clusters
  Score: Raw -584274.675342 + Penalty 2879.938786 = -581394.736556
  nChanged 138
		SP:Iteration 14Q (76221.880000 sec): 3 clusters
  Score: Raw -584359.640269 + Penalty 2879.938786 = -581479.701483
  nChanged 125
		SP:Iteration 15Q (76222.100000 sec): 3 clusters
  Score: Raw -584437.224633 + Penalty 2879.938786 = -581557.285847
  nChanged 116
		SP:Iteration 16Q (76222.340000 sec): 3 clusters
  Score: Raw -584504.405150 + Penalty 2879.938786 = -581624.466364
  nChanged 105
		SP:Iteration 17Q (76222.530000 sec): 3 clusters
  Score: Raw -584573.117603 + Penalty 2879.938786 = -581693.178817
  nChanged 100
		SP:Iteration 18Q (76222.740000 sec): 3 clusters
  Score: Raw -584643.506778 + Penalty 2879.938786 = -581763.567992
  nChanged 90
		SP:Iteration 19Q (76222.940000 sec): 3 clusters
  Score: Raw -584696.314393 + Penalty 2879.938786 = -581816.375607
  nChanged 72
		SP:Iteration 20F (76223.160000 sec): 3 clusters
  Score: Raw -584748.080819 + Penalty 2879.938786 = -581868.142033
  nChanged 74
		SP:Iteration 21Q (76223.360000 sec): 3 clusters
  Score: Raw -584798.443665 + Penalty 2879.938786 = -581918.504879
  nChanged 60
		SP:Iteration 22Q (76223.550000 sec): 3 clusters
  Score: Raw -584842.930508 + Penalty 2879.938786 = -581962.991722
  nChanged 52
		SP:Iteration 23Q (76223.770000 sec): 3 clusters
  Score: Raw -584876.939110 + Penalty 2879.938786 = -581997.000324
  nChanged 43
		SP:Iteration 24Q (76223.940000 sec): 3 clusters
  Score: Raw -584909.160471 + Penalty 2879.938786 = -582029.221685
  nChanged 40
		SP:Iteration 25Q (76224.190000 sec): 3 clusters
  Score: Raw -584935.685877 + Penalty 2879.938786 = -582055.747091
  nChanged 31
		SP:Iteration 26Q (76224.440000 sec): 3 clusters
  Score: Raw -584962.100949 + Penalty 2879.938786 = -582082.162163
  nChanged 31
		SP:Iteration 27Q (76224.740000 sec): 3 clusters
  Score: Raw -584989.609268 + Penalty 2879.938786 = -582109.670482
  nChanged 33
		SP:Iteration 28Q (76224.940000 sec): 3 clusters
  Score: Raw -585019.609115 + Penalty 2879.938786 = -582139.670329
  nChanged 31
		SP:Iteration 29Q (76225.100000 sec): 3 clusters
  Score: Raw -585043.455258 + Penalty 2879.938786 = -582163.516472
  nChanged 26
		SP:Iteration 30Q (76225.300000 sec): 3 clusters
  Score: Raw -585065.463747 + Penalty 2879.938786 = -582185.524961
  nChanged 28
		SP:Iteration 31Q (76225.500000 sec): 3 clusters
  Score: Raw -585092.000253 + Penalty 2879.938786 = -582212.061467
  nChanged 22
		SP:Iteration 32Q (76225.720000 sec): 3 clusters
  Score: Raw -585111.620828 + Penalty 2879.938786 = -582231.682042
  nChanged 17
		SP:Iteration 33Q (76225.930000 sec): 3 clusters
  Score: Raw -585129.256657 + Penalty 2879.938786 = -582249.317871
  nChanged 14
		SP:Iteration 34Q (76226.160000 sec): 3 clusters
  Score: Raw -585140.584741 + Penalty 2879.938786 = -582260.645955
  nChanged 11
		SP:Iteration 35Q (76226.340000 sec): 3 clusters
  Score: Raw -585151.697023 + Penalty 2879.938786 = -582271.758237
  nChanged 12
		SP:Iteration 36Q (76226.540000 sec): 3 clusters
  Score: Raw -585162.419965 + Penalty 2879.938786 = -582282.481179
  nChanged 12
		SP:Iteration 37Q (76226.700000 sec): 3 clusters
  Score: Raw -585172.462678 + Penalty 2879.938786 = -582292.523892
  nChanged 10
		SP:Iteration 38Q (76226.910000 sec): 3 clusters
  Score: Raw -585185.082786 + Penalty 2879.938786 = -582305.144000
  nChanged 8
		SP:Iteration 39Q (76227.110000 sec): 3 clusters
  Score: Raw -585193.410871 + Penalty 2879.938786 = -582313.472085
  nChanged 12
		SP:Iteration 40F (76227.350000 sec): 3 clusters
  Score: Raw -585206.070257 + Penalty 2879.938786 = -582326.131471
  nChanged 14
		SP:Iteration 41Q (76227.540000 sec): 3 clusters
  Score: Raw -585217.553685 + Penalty 2879.938786 = -582337.614899
  nChanged 6
		SP:Iteration 42Q (76227.810000 sec): 3 clusters
  Score: Raw -585220.704178 + Penalty 2879.938786 = -582340.765392
  nChanged 3
		SP:Iteration 43Q (76228.010000 sec): 3 clusters
  Score: Raw -585221.906211 + Penalty 2879.938786 = -582341.967425
  nChanged 2
		SP:Iteration 44Q (76228.170000 sec): 3 clusters
  Score: Raw -585223.007370 + Penalty 2879.938786 = -582343.068584
  nChanged 0
		SP:Iteration 45F (76228.410000 sec): 3 clusters
  Score: Raw -585223.007370 + Penalty 2879.938786 = -582343.068584
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 69 (2976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76228.600000 sec): 2 clusters
  Score: Raw -232121.702233 + Penalty 1299.729502 = -230821.972731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76228.750000 sec): 3 clusters
  Score: Raw -230742.382347 + Penalty 2599.459004 = -228142.923343
  nChanged 1093
		SP:Iteration 1F (76228.990000 sec): 3 clusters
  Score: Raw -231440.042614 + Penalty 2599.459004 = -228840.583610
  nChanged 210
		SP:Iteration 2F (76229.210000 sec): 3 clusters
  Score: Raw -231579.849881 + Penalty 2599.459004 = -228980.390878
  nChanged 176
		SP:Iteration 3F (76229.400000 sec): 3 clusters
  Score: Raw -231710.601854 + Penalty 2599.459004 = -229111.142851
  nChanged 148
		SP:Iteration 4Q (76229.630000 sec): 3 clusters
  Score: Raw -231810.460083 + Penalty 2599.459004 = -229211.001080
  nChanged 112
		SP:Iteration 5Q (76229.810000 sec): 3 clusters
  Score: Raw -231879.048117 + Penalty 2599.459004 = -229279.589113
  nChanged 93
		SP:Iteration 6Q (76230.000000 sec): 3 clusters
  Score: Raw -231936.866546 + Penalty 2599.459004 = -229337.407543
  nChanged 87
		SP:Iteration 7Q (76230.160000 sec): 3 clusters
  Score: Raw -231983.726737 + Penalty 2599.459004 = -229384.267734
  nChanged 59
		SP:Iteration 8Q (76230.350000 sec): 3 clusters
  Score: Raw -232014.823510 + Penalty 2599.459004 = -229415.364507
  nChanged 56
		SP:Iteration 9Q (76230.510000 sec): 3 clusters
  Score: Raw -232035.892419 + Penalty 2599.459004 = -229436.433416
  nChanged 37
		SP:Iteration 10Q (76230.720000 sec): 3 clusters
  Score: Raw -232053.377613 + Penalty 2599.459004 = -229453.918609
  nChanged 31
		SP:Iteration 11Q (76230.920000 sec): 3 clusters
  Score: Raw -232066.747493 + Penalty 2599.459004 = -229467.288490
  nChanged 32
		SP:Iteration 12Q (76231.140000 sec): 3 clusters
  Score: Raw -232079.411356 + Penalty 2599.459004 = -229479.952352
  nChanged 28
		SP:Iteration 13Q (76231.330000 sec): 3 clusters
  Score: Raw -232090.452344 + Penalty 2599.459004 = -229490.993341
  nChanged 20
		SP:Iteration 14Q (76231.480000 sec): 3 clusters
  Score: Raw -232097.061629 + Penalty 2599.459004 = -229497.602625
  nChanged 21
		SP:Iteration 15Q (76231.670000 sec): 3 clusters
  Score: Raw -232104.451054 + Penalty 2599.459004 = -229504.992051
  nChanged 13
		SP:Iteration 16Q (76231.820000 sec): 3 clusters
  Score: Raw -232108.193783 + Penalty 2599.459004 = -229508.734780
  nChanged 12
		SP:Iteration 17Q (76232.030000 sec): 3 clusters
  Score: Raw -232111.416566 + Penalty 2599.459004 = -229511.957562
  nChanged 9
		SP:Iteration 18Q (76232.170000 sec): 3 clusters
  Score: Raw -232114.674108 + Penalty 2599.459004 = -229515.215104
  nChanged 11
		SP:Iteration 19Q (76232.370000 sec): 3 clusters
  Score: Raw -232116.960386 + Penalty 2599.459004 = -229517.501383
  nChanged 4
		SP:Iteration 20F (76232.520000 sec): 3 clusters
  Score: Raw -232118.796617 + Penalty 2599.459004 = -229519.337614
  nChanged 6
		SP:Iteration 21Q (76232.710000 sec): 3 clusters
  Score: Raw -232121.700359 + Penalty 2599.459004 = -229522.241355
  nChanged 5
		SP:Iteration 22Q (76232.880000 sec): 3 clusters
  Score: Raw -232122.901797 + Penalty 2599.459004 = -229523.442793
  nChanged 3
		SP:Iteration 23Q (76233.040000 sec): 3 clusters
  Score: Raw -232124.001473 + Penalty 2599.459004 = -229524.542470
  nChanged 6
		SP:Iteration 24Q (76233.210000 sec): 3 clusters
  Score: Raw -232125.810718 + Penalty 2599.459004 = -229526.351714
  nChanged 5
		SP:Iteration 25Q (76233.400000 sec): 3 clusters
  Score: Raw -232126.818571 + Penalty 2599.459004 = -229527.359567
  nChanged 3
		SP:Iteration 26Q (76233.590000 sec): 3 clusters
  Score: Raw -232127.463121 + Penalty 2599.459004 = -229528.004117
  nChanged 1
		SP:Iteration 27Q (76233.810000 sec): 3 clusters
  Score: Raw -232127.623594 + Penalty 2599.459004 = -229528.164590
  nChanged 1
		SP:Iteration 28Q (76234.040000 sec): 3 clusters
  Score: Raw -232128.251170 + Penalty 2599.459004 = -229528.792166
  nChanged 3
		SP:Iteration 29Q (76234.230000 sec): 3 clusters
  Score: Raw -232129.594506 + Penalty 2599.459004 = -229530.135502
  nChanged 3
		SP:Iteration 30Q (76234.440000 sec): 3 clusters
  Score: Raw -232131.019053 + Penalty 2599.459004 = -229531.560049
  nChanged 1
		SP:Iteration 31Q (76234.620000 sec): 3 clusters
  Score: Raw -232131.296332 + Penalty 2599.459004 = -229531.837328
  nChanged 1
		SP:Iteration 32Q (76234.790000 sec): 3 clusters
  Score: Raw -232131.579414 + Penalty 2599.459004 = -229532.120411
  nChanged 1
		SP:Iteration 33Q (76234.960000 sec): 3 clusters
  Score: Raw -232131.734645 + Penalty 2599.459004 = -229532.275641
  nChanged 2
		SP:Iteration 34Q (76235.140000 sec): 3 clusters
  Score: Raw -232132.103455 + Penalty 2599.459004 = -229532.644452
  nChanged 0
		SP:Iteration 35F (76235.310000 sec): 3 clusters
  Score: Raw -232132.103455 + Penalty 2599.459004 = -229532.644452
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 70 (8036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76235.450000 sec): 2 clusters
  Score: Raw -647991.249889 + Penalty 1461.149093 = -646530.100796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76235.720000 sec): 3 clusters
  Score: Raw -643542.483919 + Penalty 2922.298186 = -640620.185733
  nChanged 3424
		SP:Iteration 1F (76236.020000 sec): 3 clusters
  Score: Raw -645523.324705 + Penalty 2922.298186 = -642601.026519
  nChanged 554
		SP:Iteration 2F (76236.280000 sec): 3 clusters
  Score: Raw -645817.917055 + Penalty 2922.298186 = -642895.618869
  nChanged 440
		SP:Iteration 3F (76236.510000 sec): 3 clusters
  Score: Raw -646027.515236 + Penalty 2922.298186 = -643105.217050
  nChanged 381
		SP:Iteration 4Q (76236.800000 sec): 3 clusters
  Score: Raw -646231.549129 + Penalty 2922.298186 = -643309.250943
  nChanged 378
		SP:Iteration 5Q (76237.040000 sec): 3 clusters
  Score: Raw -646450.908106 + Penalty 2922.298186 = -643528.609920
  nChanged 381
		SP:Iteration 6Q (76237.330000 sec): 3 clusters
  Score: Raw -646697.575941 + Penalty 2922.298186 = -643775.277755
  nChanged 393
		SP:Iteration 7Q (76237.600000 sec): 3 clusters
  Score: Raw -646943.121985 + Penalty 2922.298186 = -644020.823799
  nChanged 350
		SP:Iteration 8Q (76237.880000 sec): 3 clusters
  Score: Raw -647131.360695 + Penalty 2922.298186 = -644209.062509
  nChanged 283
		SP:Iteration 9Q (76238.190000 sec): 3 clusters
  Score: Raw -647270.018652 + Penalty 2922.298186 = -644347.720467
  nChanged 247
		SP:Iteration 10Q (76238.460000 sec): 3 clusters
  Score: Raw -647396.345504 + Penalty 2922.298186 = -644474.047318
  nChanged 262
		SP:Iteration 11Q (76238.750000 sec): 3 clusters
  Score: Raw -647504.870120 + Penalty 2922.298186 = -644582.571934
  nChanged 205
		SP:Iteration 12Q (76238.950000 sec): 3 clusters
  Score: Raw -647577.942916 + Penalty 2922.298186 = -644655.644730
  nChanged 162
		SP:Iteration 13Q (76239.200000 sec): 3 clusters
  Score: Raw -647625.760222 + Penalty 2922.298186 = -644703.462036
  nChanged 116
		SP:Iteration 14Q (76239.400000 sec): 3 clusters
  Score: Raw -647656.603244 + Penalty 2922.298186 = -644734.305058
  nChanged 98
		SP:Iteration 15Q (76239.580000 sec): 3 clusters
  Score: Raw -647683.032352 + Penalty 2922.298186 = -644760.734166
  nChanged 72
		SP:Iteration 16Q (76239.810000 sec): 3 clusters
  Score: Raw -647698.756419 + Penalty 2922.298186 = -644776.458233
  nChanged 54
		SP:Iteration 17Q (76239.980000 sec): 3 clusters
  Score: Raw -647708.280962 + Penalty 2922.298186 = -644785.982776
  nChanged 30
		SP:Iteration 18Q (76240.220000 sec): 3 clusters
  Score: Raw -647715.431149 + Penalty 2922.298186 = -644793.132963
  nChanged 30
		SP:Iteration 19Q (76240.440000 sec): 3 clusters
  Score: Raw -647722.198334 + Penalty 2922.298186 = -644799.900148
  nChanged 31
		SP:Iteration 20F (76240.670000 sec): 3 clusters
  Score: Raw -647727.238609 + Penalty 2922.298186 = -644804.940423
  nChanged 29
		SP:Iteration 21Q (76240.910000 sec): 3 clusters
  Score: Raw -647734.351799 + Penalty 2922.298186 = -644812.053613
  nChanged 30
		SP:Iteration 22Q (76241.150000 sec): 3 clusters
  Score: Raw -647744.190816 + Penalty 2922.298186 = -644821.892630
  nChanged 42
		SP:Iteration 23Q (76241.400000 sec): 3 clusters
  Score: Raw -647756.335280 + Penalty 2922.298186 = -644834.037094
  nChanged 52
		SP:Iteration 24Q (76241.630000 sec): 3 clusters
  Score: Raw -647773.130100 + Penalty 2922.298186 = -644850.831914
  nChanged 49
		SP:Iteration 25Q (76241.790000 sec): 3 clusters
  Score: Raw -647788.496072 + Penalty 2922.298186 = -644866.197886
  nChanged 55
		SP:Iteration 26Q (76242.050000 sec): 3 clusters
  Score: Raw -647802.376289 + Penalty 2922.298186 = -644880.078103
  nChanged 55
		SP:Iteration 27Q (76242.260000 sec): 3 clusters
  Score: Raw -647818.114192 + Penalty 2922.298186 = -644895.816006
  nChanged 57
		SP:Iteration 28Q (76242.510000 sec): 3 clusters
  Score: Raw -647831.439058 + Penalty 2922.298186 = -644909.140872
  nChanged 46
		SP:Iteration 29Q (76242.710000 sec): 3 clusters
  Score: Raw -647840.877778 + Penalty 2922.298186 = -644918.579592
  nChanged 45
		SP:Iteration 30Q (76242.930000 sec): 3 clusters
  Score: Raw -647850.595510 + Penalty 2922.298186 = -644928.297324
  nChanged 37
		SP:Iteration 31Q (76243.200000 sec): 3 clusters
  Score: Raw -647859.196510 + Penalty 2922.298186 = -644936.898324
  nChanged 43
		SP:Iteration 32Q (76243.350000 sec): 3 clusters
  Score: Raw -647869.813674 + Penalty 2922.298186 = -644947.515488
  nChanged 47
		SP:Iteration 33Q (76243.550000 sec): 3 clusters
  Score: Raw -647880.772197 + Penalty 2922.298186 = -644958.474011
  nChanged 44
		SP:Iteration 34Q (76243.790000 sec): 3 clusters
  Score: Raw -647889.595152 + Penalty 2922.298186 = -644967.296966
  nChanged 41
		SP:Iteration 35Q (76244.060000 sec): 3 clusters
  Score: Raw -647897.433217 + Penalty 2922.298186 = -644975.135032
  nChanged 43
		SP:Iteration 36Q (76244.270000 sec): 3 clusters
  Score: Raw -647906.211959 + Penalty 2922.298186 = -644983.913773
  nChanged 45
		SP:Iteration 37Q (76244.480000 sec): 3 clusters
  Score: Raw -647915.397136 + Penalty 2922.298186 = -644993.098950
  nChanged 39
		SP:Iteration 38Q (76244.700000 sec): 3 clusters
  Score: Raw -647921.702855 + Penalty 2922.298186 = -644999.404669
  nChanged 23
		SP:Iteration 39Q (76244.890000 sec): 3 clusters
  Score: Raw -647926.740617 + Penalty 2922.298186 = -645004.442431
  nChanged 22
		SP:Iteration 40F (76245.130000 sec): 3 clusters
  Score: Raw -647931.696624 + Penalty 2922.298186 = -645009.398438
  nChanged 26
		SP:Iteration 41Q (76245.330000 sec): 3 clusters
  Score: Raw -647937.164475 + Penalty 2922.298186 = -645014.866289
  nChanged 28
		SP:Iteration 42Q (76245.550000 sec): 3 clusters
  Score: Raw -647942.845938 + Penalty 2922.298186 = -645020.547752
  nChanged 35
		SP:Iteration 43Q (76245.770000 sec): 3 clusters
  Score: Raw -647949.755326 + Penalty 2922.298186 = -645027.457140
  nChanged 32
		SP:Iteration 44Q (76246.040000 sec): 3 clusters
  Score: Raw -647955.303702 + Penalty 2922.298186 = -645033.005516
  nChanged 30
		SP:Iteration 45Q (76246.270000 sec): 3 clusters
  Score: Raw -647962.300850 + Penalty 2922.298186 = -645040.002664
  nChanged 45
		SP:Iteration 46Q (76246.520000 sec): 3 clusters
  Score: Raw -647972.563720 + Penalty 2922.298186 = -645050.265534
  nChanged 54
		SP:Iteration 47Q (76246.690000 sec): 3 clusters
  Score: Raw -647987.532470 + Penalty 2922.298186 = -645065.234284
  nChanged 58
		SP:Iteration 48Q (76246.880000 sec): 3 clusters
  Score: Raw -648002.685107 + Penalty 2922.298186 = -645080.386921
  nChanged 69
		SP:Iteration 49Q (76247.110000 sec): 3 clusters
  Score: Raw -648020.369565 + Penalty 2922.298186 = -645098.071379
  nChanged 69
		SP:Iteration 50Q (76247.360000 sec): 3 clusters
  Score: Raw -648038.050666 + Penalty 2922.298186 = -645115.752480
  nChanged 66
		SP:Iteration 51Q (76247.560000 sec): 3 clusters
  Score: Raw -648056.219389 + Penalty 2922.298186 = -645133.921203
  nChanged 61
		SP:Iteration 52Q (76247.790000 sec): 3 clusters
  Score: Raw -648071.226165 + Penalty 2922.298186 = -645148.927979
  nChanged 61
		SP:Iteration 53Q (76247.990000 sec): 3 clusters
  Score: Raw -648087.559062 + Penalty 2922.298186 = -645165.260876
  nChanged 70
		SP:Iteration 54Q (76248.270000 sec): 3 clusters
  Score: Raw -648108.877114 + Penalty 2922.298186 = -645186.578928
  nChanged 73
		SP:Iteration 55Q (76248.510000 sec): 3 clusters
  Score: Raw -648129.918062 + Penalty 2922.298186 = -645207.619876
  nChanged 74
		SP:Iteration 56Q (76248.740000 sec): 3 clusters
  Score: Raw -648149.802344 + Penalty 2922.298186 = -645227.504158
  nChanged 59
		SP:Iteration 57Q (76248.960000 sec): 3 clusters
  Score: Raw -648165.807740 + Penalty 2922.298186 = -645243.509554
  nChanged 53
		SP:Iteration 58Q (76249.240000 sec): 3 clusters
  Score: Raw -648179.077870 + Penalty 2922.298186 = -645256.779684
  nChanged 60
		SP:Iteration 59Q (76249.490000 sec): 3 clusters
  Score: Raw -648194.791989 + Penalty 2922.298186 = -645272.493803
  nChanged 67
		SP:Iteration 60F (76249.710000 sec): 3 clusters
  Score: Raw -648212.732855 + Penalty 2922.298186 = -645290.434669
  nChanged 51
		SP:Iteration 61Q (76249.910000 sec): 3 clusters
  Score: Raw -648227.130844 + Penalty 2922.298186 = -645304.832659
  nChanged 48
		SP:Iteration 62Q (76250.150000 sec): 3 clusters
  Score: Raw -648241.919922 + Penalty 2922.298186 = -645319.621736
  nChanged 48
		SP:Iteration 63Q (76250.370000 sec): 3 clusters
  Score: Raw -648255.255922 + Penalty 2922.298186 = -645332.957736
  nChanged 46
		SP:Iteration 64Q (76250.610000 sec): 3 clusters
  Score: Raw -648267.072730 + Penalty 2922.298186 = -645344.774544
  nChanged 44
		SP:Iteration 65Q (76250.830000 sec): 3 clusters
  Score: Raw -648279.500932 + Penalty 2922.298186 = -645357.202746
  nChanged 50
		SP:Iteration 66Q (76250.990000 sec): 3 clusters
  Score: Raw -648293.934149 + Penalty 2922.298186 = -645371.635963
  nChanged 61
		SP:Iteration 67Q (76251.160000 sec): 3 clusters
  Score: Raw -648311.805525 + Penalty 2922.298186 = -645389.507340
  nChanged 60
		SP:Iteration 68Q (76251.330000 sec): 3 clusters
  Score: Raw -648329.074219 + Penalty 2922.298186 = -645406.776033
  nChanged 49
		SP:Iteration 69Q (76251.590000 sec): 3 clusters
  Score: Raw -648341.545479 + Penalty 2922.298186 = -645419.247293
  nChanged 46
		SP:Iteration 70Q (76251.810000 sec): 3 clusters
  Score: Raw -648352.247035 + Penalty 2922.298186 = -645429.948849
  nChanged 28
		SP:Iteration 71Q (76252.010000 sec): 3 clusters
  Score: Raw -648361.264489 + Penalty 2922.298186 = -645438.966303
  nChanged 33
		SP:Iteration 72Q (76252.230000 sec): 3 clusters
  Score: Raw -648369.282473 + Penalty 2922.298186 = -645446.984287
  nChanged 22
		SP:Iteration 73Q (76252.490000 sec): 3 clusters
  Score: Raw -648374.648436 + Penalty 2922.298186 = -645452.350250
  nChanged 28
		SP:Iteration 74Q (76252.710000 sec): 3 clusters
  Score: Raw -648382.617239 + Penalty 2922.298186 = -645460.319053
  nChanged 29
		SP:Iteration 75Q (76252.980000 sec): 3 clusters
  Score: Raw -648389.593722 + Penalty 2922.298186 = -645467.295536
  nChanged 24
		SP:Iteration 76Q (76253.190000 sec): 3 clusters
  Score: Raw -648396.033180 + Penalty 2922.298186 = -645473.734994
  nChanged 24
		SP:Iteration 77Q (76253.380000 sec): 3 clusters
  Score: Raw -648401.973731 + Penalty 2922.298186 = -645479.675545
  nChanged 31
		SP:Iteration 78Q (76253.680000 sec): 3 clusters
  Score: Raw -648410.634122 + Penalty 2922.298186 = -645488.335936
  nChanged 33
		SP:Iteration 79Q (76253.910000 sec): 3 clusters
  Score: Raw -648418.812312 + Penalty 2922.298186 = -645496.514126
  nChanged 26
		SP:Iteration 80F (76254.120000 sec): 3 clusters
  Score: Raw -648425.543130 + Penalty 2922.298186 = -645503.244944
  nChanged 24
		SP:Iteration 81Q (76254.340000 sec): 3 clusters
  Score: Raw -648432.949081 + Penalty 2922.298186 = -645510.650895
  nChanged 27
		SP:Iteration 82Q (76254.580000 sec): 3 clusters
  Score: Raw -648440.800986 + Penalty 2922.298186 = -645518.502800
  nChanged 22
		SP:Iteration 83Q (76254.850000 sec): 3 clusters
  Score: Raw -648445.670662 + Penalty 2922.298186 = -645523.372476
  nChanged 18
		SP:Iteration 84Q (76255.060000 sec): 3 clusters
  Score: Raw -648449.848463 + Penalty 2922.298186 = -645527.550277
  nChanged 13
		SP:Iteration 85Q (76255.260000 sec): 3 clusters
  Score: Raw -648452.961553 + Penalty 2922.298186 = -645530.663367
  nChanged 15
		SP:Iteration 86Q (76255.490000 sec): 3 clusters
  Score: Raw -648457.119710 + Penalty 2922.298186 = -645534.821524
  nChanged 16
		SP:Iteration 87Q (76255.710000 sec): 3 clusters
  Score: Raw -648460.641119 + Penalty 2922.298186 = -645538.342933
  nChanged 16
		SP:Iteration 88Q (76255.960000 sec): 3 clusters
  Score: Raw -648464.202810 + Penalty 2922.298186 = -645541.904624
  nChanged 13
		SP:Iteration 89Q (76256.250000 sec): 3 clusters
  Score: Raw -648466.830173 + Penalty 2922.298186 = -645544.531987
  nChanged 9
		SP:Iteration 90Q (76256.500000 sec): 3 clusters
  Score: Raw -648469.059733 + Penalty 2922.298186 = -645546.761547
  nChanged 5
		SP:Iteration 91Q (76256.740000 sec): 3 clusters
  Score: Raw -648470.020613 + Penalty 2922.298186 = -645547.722427
  nChanged 5
		SP:Iteration 92Q (76256.970000 sec): 3 clusters
  Score: Raw -648471.067617 + Penalty 2922.298186 = -645548.769431
  nChanged 5
		SP:Iteration 93Q (76257.260000 sec): 3 clusters
  Score: Raw -648471.958149 + Penalty 2922.298186 = -645549.659963
  nChanged 5
		SP:Iteration 94Q (76257.460000 sec): 3 clusters
  Score: Raw -648472.694926 + Penalty 2922.298186 = -645550.396740
  nChanged 1
		SP:Iteration 95Q (76257.700000 sec): 3 clusters
  Score: Raw -648472.982784 + Penalty 2922.298186 = -645550.684598
  nChanged 1
		SP:Iteration 96Q (76257.920000 sec): 3 clusters
  Score: Raw -648473.053220 + Penalty 2922.298186 = -645550.755034
  nChanged 1
		SP:Iteration 97Q (76258.140000 sec): 3 clusters
  Score: Raw -648473.197616 + Penalty 2922.298186 = -645550.899430
  nChanged 2
		SP:Iteration 98Q (76258.380000 sec): 3 clusters
  Score: Raw -648473.446190 + Penalty 2922.298186 = -645551.148004
  nChanged 6
		SP:Iteration 99Q (76258.640000 sec): 3 clusters
  Score: Raw -648474.672790 + Penalty 2922.298186 = -645552.374604
  nChanged 3
		SP:Iteration 100F (76258.850000 sec): 3 clusters
  Score: Raw -648475.618419 + Penalty 2922.298186 = -645553.320233
  nChanged 5
		SP:Iteration 101Q (76259.080000 sec): 3 clusters
  Score: Raw -648476.761602 + Penalty 2922.298186 = -645554.463416
  nChanged 4
		SP:Iteration 102Q (76259.320000 sec): 3 clusters
  Score: Raw -648477.583215 + Penalty 2922.298186 = -645555.285029
  nChanged 4
		SP:Iteration 103Q (76259.560000 sec): 3 clusters
  Score: Raw -648478.194907 + Penalty 2922.298186 = -645555.896722
  nChanged 1
		SP:Iteration 104Q (76259.740000 sec): 3 clusters
  Score: Raw -648478.416334 + Penalty 2922.298186 = -645556.118148
  nChanged 1
		SP:Iteration 105Q (76260.000000 sec): 3 clusters
  Score: Raw -648478.644717 + Penalty 2922.298186 = -645556.346531
  nChanged 2
		SP:Iteration 106Q (76260.220000 sec): 3 clusters
  Score: Raw -648479.091761 + Penalty 2922.298186 = -645556.793575
  nChanged 1
		SP:Iteration 107Q (76260.400000 sec): 3 clusters
  Score: Raw -648479.238807 + Penalty 2922.298186 = -645556.940621
  nChanged 0
		SP:Iteration 108F (76260.670000 sec): 3 clusters
  Score: Raw -648479.238807 + Penalty 2922.298186 = -645556.940621
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 71 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76260.800000 sec): 2 clusters
  Score: Raw -22520.273555 + Penalty 896.586096 = -21623.687460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76261.000000 sec): 3 clusters
  Score: Raw -22553.325608 + Penalty 1793.172191 = -20760.153416
  nChanged 30
		SP:Iteration 1F (76261.190000 sec): 3 clusters
  Score: Raw -22630.684171 + Penalty 1793.172191 = -20837.511980
  nChanged 9
		SP:Iteration 2Q (76261.390000 sec): 3 clusters
  Score: Raw -22654.749719 + Penalty 1793.172191 = -20861.577528
  nChanged 2
		SP:Iteration 3Q (76261.590000 sec): 3 clusters
  Score: Raw -22661.335631 + Penalty 1793.172191 = -20868.163440
  nChanged 3
		SP:Iteration 4Q (76261.780000 sec): 3 clusters
  Score: Raw -22674.999550 + Penalty 1793.172191 = -20881.827358
  nChanged 2
		SP:Iteration 5Q (76261.950000 sec): 3 clusters
  Score: Raw -22678.412208 + Penalty 1793.172191 = -20885.240017
  nChanged 0
		SP:Iteration 6F (76262.160000 sec): 3 clusters
  Score: Raw -22678.412208 + Penalty 1793.172191 = -20885.240017
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 72 (2835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76262.260000 sec): 2 clusters
  Score: Raw -230184.694771 + Penalty 1291.842048 = -228892.852724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76262.440000 sec): 3 clusters
  Score: Raw -228866.915685 + Penalty 2583.684095 = -226283.231590
  nChanged 1081
		SP:Iteration 1F (76262.640000 sec): 3 clusters
  Score: Raw -229784.788747 + Penalty 2583.684095 = -227201.104652
  nChanged 372
		SP:Iteration 2F (76262.770000 sec): 3 clusters
  Score: Raw -230315.971158 + Penalty 2583.684095 = -227732.287063
  nChanged 282
		SP:Iteration 3F (76262.950000 sec): 3 clusters
  Score: Raw -230693.614440 + Penalty 2583.684095 = -228109.930345
  nChanged 210
		SP:Iteration 4F (76263.170000 sec): 3 clusters
  Score: Raw -230879.763036 + Penalty 2583.684095 = -228296.078941
  nChanged 91
		SP:Iteration 5Q (76263.350000 sec): 3 clusters
  Score: Raw -230944.674871 + Penalty 2583.684095 = -228360.990776
  nChanged 39
		SP:Iteration 6Q (76263.520000 sec): 3 clusters
  Score: Raw -230963.694369 + Penalty 2583.684095 = -228380.010273
  nChanged 19
		SP:Iteration 7Q (76263.660000 sec): 3 clusters
  Score: Raw -230976.777655 + Penalty 2583.684095 = -228393.093560
  nChanged 24
		SP:Iteration 8Q (76263.830000 sec): 3 clusters
  Score: Raw -230991.903648 + Penalty 2583.684095 = -228408.219553
  nChanged 15
		SP:Iteration 9Q (76264.060000 sec): 3 clusters
  Score: Raw -230998.168382 + Penalty 2583.684095 = -228414.484287
  nChanged 10
		SP:Iteration 10Q (76264.260000 sec): 3 clusters
  Score: Raw -231001.569579 + Penalty 2583.684095 = -228417.885483
  nChanged 6
		SP:Iteration 11Q (76264.420000 sec): 3 clusters
  Score: Raw -231005.592043 + Penalty 2583.684095 = -228421.907948
  nChanged 9
		SP:Iteration 12Q (76264.610000 sec): 3 clusters
  Score: Raw -231008.368381 + Penalty 2583.684095 = -228424.684285
  nChanged 1
		SP:Iteration 13Q (76264.820000 sec): 3 clusters
  Score: Raw -231008.542502 + Penalty 2583.684095 = -228424.858406
  nChanged 0
		SP:Iteration 14F (76264.940000 sec): 3 clusters
  Score: Raw -231008.542502 + Penalty 2583.684095 = -228424.858406
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 73 (8011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76265.140000 sec): 2 clusters
  Score: Raw -670882.432730 + Penalty 1460.642767 = -669421.789962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76265.340000 sec): 3 clusters
  Score: Raw -666487.433831 + Penalty 2921.285535 = -663566.148296
  nChanged 3400
		SP:Iteration 1F (76265.550000 sec): 3 clusters
  Score: Raw -668536.551210 + Penalty 2921.285535 = -665615.265675
  nChanged 746
		SP:Iteration 2F (76265.740000 sec): 3 clusters
  Score: Raw -669307.433792 + Penalty 2921.285535 = -666386.148257
  nChanged 756
		SP:Iteration 3F (76265.980000 sec): 3 clusters
  Score: Raw -670117.272592 + Penalty 2921.285535 = -667195.987057
  nChanged 678
		SP:Iteration 4F (76266.220000 sec): 3 clusters
  Score: Raw -670676.095893 + Penalty 2921.285535 = -667754.810358
  nChanged 513
		SP:Iteration 5F (76266.470000 sec): 3 clusters
  Score: Raw -671032.862429 + Penalty 2921.285535 = -668111.576894
  nChanged 325
		SP:Iteration 6Q (76266.650000 sec): 3 clusters
  Score: Raw -671207.501030 + Penalty 2921.285535 = -668286.215495
  nChanged 238
		SP:Iteration 7Q (76266.880000 sec): 3 clusters
  Score: Raw -671320.352121 + Penalty 2921.285535 = -668399.066586
  nChanged 163
		SP:Iteration 8Q (76267.130000 sec): 3 clusters
  Score: Raw -671382.863093 + Penalty 2921.285535 = -668461.577558
  nChanged 116
		SP:Iteration 9Q (76267.320000 sec): 3 clusters
  Score: Raw -671418.469280 + Penalty 2921.285535 = -668497.183745
  nChanged 81
		SP:Iteration 10Q (76267.600000 sec): 3 clusters
  Score: Raw -671436.953816 + Penalty 2921.285535 = -668515.668281
  nChanged 49
		SP:Iteration 11Q (76267.840000 sec): 3 clusters
  Score: Raw -671448.388361 + Penalty 2921.285535 = -668527.102827
  nChanged 47
		SP:Iteration 12Q (76268.140000 sec): 3 clusters
  Score: Raw -671457.186365 + Penalty 2921.285535 = -668535.900830
  nChanged 39
		SP:Iteration 13Q (76268.350000 sec): 3 clusters
  Score: Raw -671463.705451 + Penalty 2921.285535 = -668542.419917
  nChanged 21
		SP:Iteration 14Q (76268.530000 sec): 3 clusters
  Score: Raw -671466.891807 + Penalty 2921.285535 = -668545.606273
  nChanged 17
		SP:Iteration 15Q (76268.740000 sec): 3 clusters
  Score: Raw -671468.943796 + Penalty 2921.285535 = -668547.658261
  nChanged 12
		SP:Iteration 16Q (76269.000000 sec): 3 clusters
  Score: Raw -671470.572972 + Penalty 2921.285535 = -668549.287437
  nChanged 8
		SP:Iteration 17Q (76269.220000 sec): 3 clusters
  Score: Raw -671471.344686 + Penalty 2921.285535 = -668550.059151
  nChanged 9
		SP:Iteration 18Q (76269.470000 sec): 3 clusters
  Score: Raw -671472.280599 + Penalty 2921.285535 = -668550.995064
  nChanged 4
		SP:Iteration 19Q (76269.680000 sec): 3 clusters
  Score: Raw -671472.929637 + Penalty 2921.285535 = -668551.644103
  nChanged 5
		SP:Iteration 20F (76269.930000 sec): 3 clusters
  Score: Raw -671473.533094 + Penalty 2921.285535 = -668552.247559
  nChanged 3
		SP:Iteration 21Q (76270.180000 sec): 3 clusters
  Score: Raw -671473.744273 + Penalty 2921.285535 = -668552.458738
  nChanged 0
		SP:Iteration 22F (76270.380000 sec): 3 clusters
  Score: Raw -671473.744273 + Penalty 2921.285535 = -668552.458738
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 74 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76270.480000 sec): 2 clusters
  Score: Raw -37802.525888 + Penalty 998.778504 = -36803.747384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76270.630000 sec): 3 clusters
  Score: Raw -37745.470866 + Penalty 1997.557009 = -35747.913858
  nChanged 102
		SP:Iteration 1F (76270.750000 sec): 3 clusters
  Score: Raw -37896.533870 + Penalty 1997.557009 = -35898.976861
  nChanged 22
		SP:Iteration 2Q (76270.930000 sec): 3 clusters
  Score: Raw -37937.422794 + Penalty 1997.557009 = -35939.865785
  nChanged 9
		SP:Iteration 3Q (76271.120000 sec): 3 clusters
  Score: Raw -37958.209551 + Penalty 1997.557009 = -35960.652542
  nChanged 15
		SP:Iteration 4Q (76271.240000 sec): 3 clusters
  Score: Raw -37982.220228 + Penalty 1997.557009 = -35984.663220
  nChanged 5
		SP:Iteration 5Q (76271.420000 sec): 3 clusters
  Score: Raw -37988.741155 + Penalty 1997.557009 = -35991.184146
  nChanged 5
		SP:Iteration 6Q (76271.560000 sec): 3 clusters
  Score: Raw -37999.871824 + Penalty 1997.557009 = -36002.314815
  nChanged 8
		SP:Iteration 7Q (76271.740000 sec): 3 clusters
  Score: Raw -38011.128277 + Penalty 1997.557009 = -36013.571268
  nChanged 3
		SP:Iteration 8Q (76271.940000 sec): 3 clusters
  Score: Raw -38013.777430 + Penalty 1997.557009 = -36016.220421
  nChanged 3
		SP:Iteration 9Q (76272.100000 sec): 3 clusters
  Score: Raw -38017.662492 + Penalty 1997.557009 = -36020.105483
  nChanged 2
		SP:Iteration 10Q (76272.290000 sec): 3 clusters
  Score: Raw -38020.166392 + Penalty 1997.557009 = -36022.609383
  nChanged 1
		SP:Iteration 11Q (76272.530000 sec): 3 clusters
  Score: Raw -38020.738813 + Penalty 1997.557009 = -36023.181804
  nChanged 0
		SP:Iteration 12F (76272.700000 sec): 3 clusters
  Score: Raw -38020.738813 + Penalty 1997.557009 = -36023.181804
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 75 (921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76272.860000 sec): 2 clusters
  Score: Raw -77158.401394 + Penalty 1109.137256 = -76049.264138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76273.000000 sec): 3 clusters
  Score: Raw -76829.424998 + Penalty 2218.274512 = -74611.150486
  nChanged 266
		SP:Iteration 1F (76273.220000 sec): 3 clusters
  Score: Raw -77047.868243 + Penalty 2218.274512 = -74829.593731
  nChanged 72
		SP:Iteration 2F (76273.390000 sec): 3 clusters
  Score: Raw -77144.055386 + Penalty 2218.274512 = -74925.780874
  nChanged 55
		SP:Iteration 3F (76273.580000 sec): 3 clusters
  Score: Raw -77216.896373 + Penalty 2218.274512 = -74998.621862
  nChanged 38
		SP:Iteration 4Q (76273.790000 sec): 3 clusters
  Score: Raw -77257.727405 + Penalty 2218.274512 = -75039.452893
  nChanged 27
		SP:Iteration 5Q (76274.000000 sec): 3 clusters
  Score: Raw -77284.275845 + Penalty 2218.274512 = -75066.001333
  nChanged 22
		SP:Iteration 6Q (76274.160000 sec): 3 clusters
  Score: Raw -77305.370808 + Penalty 2218.274512 = -75087.096296
  nChanged 18
		SP:Iteration 7Q (76274.310000 sec): 3 clusters
  Score: Raw -77324.060282 + Penalty 2218.274512 = -75105.785771
  nChanged 16
		SP:Iteration 8Q (76274.500000 sec): 3 clusters
  Score: Raw -77340.690956 + Penalty 2218.274512 = -75122.416444
  nChanged 13
		SP:Iteration 9Q (76274.630000 sec): 3 clusters
  Score: Raw -77358.449298 + Penalty 2218.274512 = -75140.174786
  nChanged 14
		SP:Iteration 10Q (76274.810000 sec): 3 clusters
  Score: Raw -77376.366578 + Penalty 2218.274512 = -75158.092066
  nChanged 11
		SP:Iteration 11Q (76274.970000 sec): 3 clusters
  Score: Raw -77393.456895 + Penalty 2218.274512 = -75175.182383
  nChanged 16
		SP:Iteration 12Q (76275.120000 sec): 3 clusters
  Score: Raw -77426.599602 + Penalty 2218.274512 = -75208.325091
  nChanged 21
		SP:Iteration 13Q (76275.300000 sec): 3 clusters
  Score: Raw -77473.424002 + Penalty 2218.274512 = -75255.149490
  nChanged 16
		SP:Iteration 14Q (76275.420000 sec): 3 clusters
  Score: Raw -77498.225517 + Penalty 2218.274512 = -75279.951006
  nChanged 16
		SP:Iteration 15Q (76275.590000 sec): 3 clusters
  Score: Raw -77529.086915 + Penalty 2218.274512 = -75310.812403
  nChanged 16
		SP:Iteration 16Q (76275.780000 sec): 3 clusters
  Score: Raw -77563.529776 + Penalty 2218.274512 = -75345.255264
  nChanged 21
		SP:Iteration 17Q (76275.940000 sec): 3 clusters
  Score: Raw -77590.678283 + Penalty 2218.274512 = -75372.403771
  nChanged 12
		SP:Iteration 18Q (76276.100000 sec): 3 clusters
  Score: Raw -77606.586406 + Penalty 2218.274512 = -75388.311894
  nChanged 11
		SP:Iteration 19Q (76276.280000 sec): 3 clusters
  Score: Raw -77620.494803 + Penalty 2218.274512 = -75402.220292
  nChanged 6
		SP:Iteration 20F (76276.440000 sec): 3 clusters
  Score: Raw -77631.743241 + Penalty 2218.274512 = -75413.468729
  nChanged 7
		SP:Iteration 21Q (76276.600000 sec): 3 clusters
  Score: Raw -77648.067203 + Penalty 2218.274512 = -75429.792691
  nChanged 9
		SP:Iteration 22Q (76276.760000 sec): 3 clusters
  Score: Raw -77657.750051 + Penalty 2218.274512 = -75439.475539
  nChanged 7
		SP:Iteration 23Q (76276.960000 sec): 3 clusters
  Score: Raw -77664.591479 + Penalty 2218.274512 = -75446.316967
  nChanged 3
		SP:Iteration 24Q (76277.140000 sec): 3 clusters
  Score: Raw -77669.244391 + Penalty 2218.274512 = -75450.969879
  nChanged 4
		SP:Iteration 25Q (76277.280000 sec): 3 clusters
  Score: Raw -77672.501388 + Penalty 2218.274512 = -75454.226876
  nChanged 8
		SP:Iteration 26Q (76277.420000 sec): 3 clusters
  Score: Raw -77679.984287 + Penalty 2218.274512 = -75461.709775
  nChanged 7
		SP:Iteration 27Q (76277.550000 sec): 3 clusters
  Score: Raw -77689.508733 + Penalty 2218.274512 = -75471.234221
  nChanged 3
		SP:Iteration 28Q (76277.690000 sec): 3 clusters
  Score: Raw -77693.754197 + Penalty 2218.274512 = -75475.479685
  nChanged 4
		SP:Iteration 29Q (76277.840000 sec): 3 clusters
  Score: Raw -77698.867030 + Penalty 2218.274512 = -75480.592518
  nChanged 5
		SP:Iteration 30Q (76277.980000 sec): 3 clusters
  Score: Raw -77701.909028 + Penalty 2218.274512 = -75483.634517
  nChanged 3
		SP:Iteration 31Q (76278.110000 sec): 3 clusters
  Score: Raw -77705.134111 + Penalty 2218.274512 = -75486.859599
  nChanged 2
		SP:Iteration 32Q (76278.240000 sec): 3 clusters
  Score: Raw -77707.820357 + Penalty 2218.274512 = -75489.545846
  nChanged 2
		SP:Iteration 33Q (76278.460000 sec): 3 clusters
  Score: Raw -77709.171962 + Penalty 2218.274512 = -75490.897451
  nChanged 0
		SP:Iteration 34F (76278.600000 sec): 3 clusters
  Score: Raw -77709.171962 + Penalty 2218.274512 = -75490.897451
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 76 (204930 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76279.720000 sec): 2 clusters
  Score: Raw -18387686.569604 + Penalty 1987.443857 = -18385699.125746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76281.020000 sec): 3 clusters
  Score: Raw -18251645.455294 + Penalty 3974.887714 = -18247670.567579
  nChanged 99427
		SP:Iteration 1F (76282.340000 sec): 3 clusters
  Score: Raw -18310791.951036 + Penalty 3974.887714 = -18306817.063322
  nChanged 7134
		SP:Iteration 2Q (76283.780000 sec): 3 clusters
  Score: Raw -18312762.054750 + Penalty 3974.887714 = -18308787.167036
  nChanged 8923
		SP:Iteration 3Q (76285.400000 sec): 3 clusters
  Score: Raw -18316028.118319 + Penalty 3974.887714 = -18312053.230605
  nChanged 11300
		SP:Iteration 4F (76286.690000 sec): 3 clusters
  Score: Raw -18321393.471554 + Penalty 3974.887714 = -18317418.583840
  nChanged 13811
		SP:Iteration 5F (76287.920000 sec): 3 clusters
  Score: Raw -18329381.495931 + Penalty 3974.887714 = -18325406.608217
  nChanged 15186
		SP:Iteration 6F (76289.110000 sec): 3 clusters
  Score: Raw -18339521.858440 + Penalty 3974.887714 = -18335546.970726
  nChanged 14731
		SP:Iteration 7F (76290.320000 sec): 3 clusters
  Score: Raw -18350444.900009 + Penalty 3974.887714 = -18346470.012295
  nChanged 13401
		SP:Iteration 8F (76291.450000 sec): 3 clusters
  Score: Raw -18361466.107706 + Penalty 3974.887714 = -18357491.219992
  nChanged 11317
		SP:Iteration 9F (76292.730000 sec): 3 clusters
  Score: Raw -18371716.137029 + Penalty 3974.887714 = -18367741.249315
  nChanged 8541
		SP:Iteration 10Q (76294.060000 sec): 3 clusters
  Score: Raw -18380059.297739 + Penalty 3974.887714 = -18376084.410025
  nChanged 5009
		SP:Iteration 11Q (76295.570000 sec): 3 clusters
  Score: Raw -18384934.254371 + Penalty 3974.887714 = -18380959.366657
  nChanged 2137
		SP:Iteration 12Q (76296.950000 sec): 3 clusters
  Score: Raw -18386916.580652 + Penalty 3974.887714 = -18382941.692938
  nChanged 711
		SP:Iteration 13Q (76298.160000 sec): 3 clusters
  Score: Raw -18387564.873667 + Penalty 3974.887714 = -18383589.985953
  nChanged 216
		SP:Iteration 14Q (76299.210000 sec): 3 clusters
  Score: Raw -18387769.937070 + Penalty 3974.887714 = -18383795.049356
  nChanged 88
		SP:Iteration 15Q (76300.480000 sec): 3 clusters
  Score: Raw -18387853.366619 + Penalty 3974.887714 = -18383878.478905
  nChanged 30
		SP:Iteration 16Q (76301.770000 sec): 3 clusters
  Score: Raw -18387880.203091 + Penalty 3974.887714 = -18383905.315377
  nChanged 26
		SP:Iteration 17Q (76302.970000 sec): 3 clusters
  Score: Raw -18387903.941912 + Penalty 3974.887714 = -18383929.054198
  nChanged 14
		SP:Iteration 18Q (76304.140000 sec): 3 clusters
  Score: Raw -18387913.613960 + Penalty 3974.887714 = -18383938.726245
  nChanged 7
		SP:Iteration 19Q (76305.360000 sec): 3 clusters
  Score: Raw -18387919.738800 + Penalty 3974.887714 = -18383944.851086
  nChanged 11
		SP:Iteration 20F (76306.650000 sec): 3 clusters
  Score: Raw -18387930.380312 + Penalty 3974.887714 = -18383955.492598
  nChanged 12
		SP:Iteration 21Q (76307.780000 sec): 3 clusters
  Score: Raw -18387940.411343 + Penalty 3974.887714 = -18383965.523628
  nChanged 7
		SP:Iteration 22Q (76308.910000 sec): 3 clusters
  Score: Raw -18387948.430402 + Penalty 3974.887714 = -18383973.542688
  nChanged 11
		SP:Iteration 23Q (76310.170000 sec): 3 clusters
  Score: Raw -18387961.122391 + Penalty 3974.887714 = -18383986.234676
  nChanged 6
		SP:Iteration 24Q (76311.490000 sec): 3 clusters
  Score: Raw -18387966.062208 + Penalty 3974.887714 = -18383991.174493
  nChanged 7
		SP:Iteration 25Q (76312.710000 sec): 3 clusters
  Score: Raw -18387973.447722 + Penalty 3974.887714 = -18383998.560007
  nChanged 4
		SP:Iteration 26Q (76313.840000 sec): 3 clusters
  Score: Raw -18387976.857538 + Penalty 3974.887714 = -18384001.969823
  nChanged 4
		SP:Iteration 27Q (76315.050000 sec): 3 clusters
  Score: Raw -18387979.282875 + Penalty 3974.887714 = -18384004.395160
  nChanged 1
		SP:Iteration 28Q (76316.190000 sec): 3 clusters
  Score: Raw -18387980.584937 + Penalty 3974.887714 = -18384005.697223
  nChanged 2
		SP:Iteration 29Q (76317.340000 sec): 3 clusters
  Score: Raw -18387981.684847 + Penalty 3974.887714 = -18384006.797133
  nChanged 2
		SP:Iteration 30Q (76318.610000 sec): 3 clusters
  Score: Raw -18387982.684623 + Penalty 3974.887714 = -18384007.796909
  nChanged 0
		SP:Iteration 31F (76319.860000 sec): 3 clusters
  Score: Raw -18387982.684623 + Penalty 3974.887714 = -18384007.796909
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 77 (14634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76320.120000 sec): 2 clusters
  Score: Raw -1146114.060123 + Penalty 1558.554216 = -1144555.505907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76320.420000 sec): 3 clusters
  Score: Raw -1137584.995022 + Penalty 3117.108432 = -1134467.886590
  nChanged 6415
		SP:Iteration 1F (76320.680000 sec): 3 clusters
  Score: Raw -1141314.304425 + Penalty 3117.108432 = -1138197.195993
  nChanged 939
		SP:Iteration 2F (76320.940000 sec): 3 clusters
  Score: Raw -1141758.411254 + Penalty 3117.108432 = -1138641.302822
  nChanged 819
		SP:Iteration 3F (76321.220000 sec): 3 clusters
  Score: Raw -1142138.010212 + Penalty 3117.108432 = -1139020.901781
  nChanged 769
		SP:Iteration 4F (76321.510000 sec): 3 clusters
  Score: Raw -1142519.436541 + Penalty 3117.108432 = -1139402.328109
  nChanged 738
		SP:Iteration 5F (76321.820000 sec): 3 clusters
  Score: Raw -1142920.026877 + Penalty 3117.108432 = -1139802.918446
  nChanged 693
		SP:Iteration 6Q (76322.110000 sec): 3 clusters
  Score: Raw -1143343.008736 + Penalty 3117.108432 = -1140225.900305
  nChanged 663
		SP:Iteration 7Q (76322.350000 sec): 3 clusters
  Score: Raw -1143772.405223 + Penalty 3117.108432 = -1140655.296791
  nChanged 648
		SP:Iteration 8Q (76322.640000 sec): 3 clusters
  Score: Raw -1144242.449794 + Penalty 3117.108432 = -1141125.341362
  nChanged 581
		SP:Iteration 9Q (76322.930000 sec): 3 clusters
  Score: Raw -1144697.545335 + Penalty 3117.108432 = -1141580.436903
  nChanged 519
		SP:Iteration 10Q (76323.180000 sec): 3 clusters
  Score: Raw -1145051.699004 + Penalty 3117.108432 = -1141934.590572
  nChanged 425
		SP:Iteration 11Q (76323.460000 sec): 3 clusters
  Score: Raw -1145318.738231 + Penalty 3117.108432 = -1142201.629799
  nChanged 334
		SP:Iteration 12Q (76323.740000 sec): 3 clusters
  Score: Raw -1145492.783125 + Penalty 3117.108432 = -1142375.674693
  nChanged 258
		SP:Iteration 13Q (76324.040000 sec): 3 clusters
  Score: Raw -1145624.297520 + Penalty 3117.108432 = -1142507.189088
  nChanged 229
		SP:Iteration 14Q (76324.270000 sec): 3 clusters
  Score: Raw -1145720.126542 + Penalty 3117.108432 = -1142603.018110
  nChanged 180
		SP:Iteration 15Q (76324.530000 sec): 3 clusters
  Score: Raw -1145794.570244 + Penalty 3117.108432 = -1142677.461812
  nChanged 155
		SP:Iteration 16Q (76324.760000 sec): 3 clusters
  Score: Raw -1145856.302037 + Penalty 3117.108432 = -1142739.193605
  nChanged 126
		SP:Iteration 17Q (76324.980000 sec): 3 clusters
  Score: Raw -1145901.962614 + Penalty 3117.108432 = -1142784.854182
  nChanged 104
		SP:Iteration 18Q (76325.280000 sec): 3 clusters
  Score: Raw -1145935.914313 + Penalty 3117.108432 = -1142818.805881
  nChanged 89
		SP:Iteration 19Q (76325.550000 sec): 3 clusters
  Score: Raw -1145970.923666 + Penalty 3117.108432 = -1142853.815234
  nChanged 101
		SP:Iteration 20F (76325.860000 sec): 3 clusters
  Score: Raw -1146006.928747 + Penalty 3117.108432 = -1142889.820315
  nChanged 92
		SP:Iteration 21Q (76326.020000 sec): 3 clusters
  Score: Raw -1146031.500493 + Penalty 3117.108432 = -1142914.392061
  nChanged 67
		SP:Iteration 22Q (76326.280000 sec): 3 clusters
  Score: Raw -1146050.547989 + Penalty 3117.108432 = -1142933.439557
  nChanged 68
		SP:Iteration 23Q (76326.560000 sec): 3 clusters
  Score: Raw -1146067.761785 + Penalty 3117.108432 = -1142950.653353
  nChanged 51
		SP:Iteration 24Q (76326.820000 sec): 3 clusters
  Score: Raw -1146082.709733 + Penalty 3117.108432 = -1142965.601301
  nChanged 59
		SP:Iteration 25Q (76327.130000 sec): 3 clusters
  Score: Raw -1146100.009513 + Penalty 3117.108432 = -1142982.901081
  nChanged 56
		SP:Iteration 26Q (76327.370000 sec): 3 clusters
  Score: Raw -1146116.220134 + Penalty 3117.108432 = -1142999.111702
  nChanged 49
		SP:Iteration 27Q (76327.660000 sec): 3 clusters
  Score: Raw -1146131.429973 + Penalty 3117.108432 = -1143014.321541
  nChanged 48
		SP:Iteration 28Q (76327.860000 sec): 3 clusters
  Score: Raw -1146146.812393 + Penalty 3117.108432 = -1143029.703961
  nChanged 42
		SP:Iteration 29Q (76328.080000 sec): 3 clusters
  Score: Raw -1146158.717002 + Penalty 3117.108432 = -1143041.608570
  nChanged 42
		SP:Iteration 30Q (76328.270000 sec): 3 clusters
  Score: Raw -1146170.682599 + Penalty 3117.108432 = -1143053.574168
  nChanged 39
		SP:Iteration 31Q (76328.580000 sec): 3 clusters
  Score: Raw -1146179.158032 + Penalty 3117.108432 = -1143062.049600
  nChanged 28
		SP:Iteration 32Q (76328.810000 sec): 3 clusters
  Score: Raw -1146186.388717 + Penalty 3117.108432 = -1143069.280286
  nChanged 38
		SP:Iteration 33Q (76329.110000 sec): 3 clusters
  Score: Raw -1146194.768697 + Penalty 3117.108432 = -1143077.660265
  nChanged 32
		SP:Iteration 34Q (76329.380000 sec): 3 clusters
  Score: Raw -1146203.425491 + Penalty 3117.108432 = -1143086.317059
  nChanged 31
		SP:Iteration 35Q (76329.660000 sec): 3 clusters
  Score: Raw -1146211.878036 + Penalty 3117.108432 = -1143094.769604
  nChanged 33
		SP:Iteration 36Q (76329.920000 sec): 3 clusters
  Score: Raw -1146220.609443 + Penalty 3117.108432 = -1143103.501011
  nChanged 27
		SP:Iteration 37Q (76330.230000 sec): 3 clusters
  Score: Raw -1146229.370586 + Penalty 3117.108432 = -1143112.262155
  nChanged 27
		SP:Iteration 38Q (76330.520000 sec): 3 clusters
  Score: Raw -1146235.736766 + Penalty 3117.108432 = -1143118.628334
  nChanged 29
		SP:Iteration 39Q (76330.780000 sec): 3 clusters
  Score: Raw -1146242.112282 + Penalty 3117.108432 = -1143125.003850
  nChanged 20
		SP:Iteration 40F (76331.080000 sec): 3 clusters
  Score: Raw -1146246.298381 + Penalty 3117.108432 = -1143129.189949
  nChanged 16
		SP:Iteration 41Q (76331.360000 sec): 3 clusters
  Score: Raw -1146250.184409 + Penalty 3117.108432 = -1143133.075977
  nChanged 17
		SP:Iteration 42Q (76331.620000 sec): 3 clusters
  Score: Raw -1146255.189840 + Penalty 3117.108432 = -1143138.081408
  nChanged 18
		SP:Iteration 43Q (76331.810000 sec): 3 clusters
  Score: Raw -1146258.783441 + Penalty 3117.108432 = -1143141.675009
  nChanged 13
		SP:Iteration 44Q (76332.100000 sec): 3 clusters
  Score: Raw -1146262.044893 + Penalty 3117.108432 = -1143144.936461
  nChanged 12
		SP:Iteration 45Q (76332.400000 sec): 3 clusters
  Score: Raw -1146266.040775 + Penalty 3117.108432 = -1143148.932343
  nChanged 17
		SP:Iteration 46Q (76332.660000 sec): 3 clusters
  Score: Raw -1146269.345290 + Penalty 3117.108432 = -1143152.236859
  nChanged 9
		SP:Iteration 47Q (76332.890000 sec): 3 clusters
  Score: Raw -1146271.126545 + Penalty 3117.108432 = -1143154.018114
  nChanged 11
		SP:Iteration 48Q (76333.180000 sec): 3 clusters
  Score: Raw -1146273.593459 + Penalty 3117.108432 = -1143156.485027
  nChanged 13
		SP:Iteration 49Q (76333.460000 sec): 3 clusters
  Score: Raw -1146276.506094 + Penalty 3117.108432 = -1143159.397662
  nChanged 13
		SP:Iteration 50Q (76333.680000 sec): 3 clusters
  Score: Raw -1146279.805577 + Penalty 3117.108432 = -1143162.697145
  nChanged 20
		SP:Iteration 51Q (76333.850000 sec): 3 clusters
  Score: Raw -1146283.706429 + Penalty 3117.108432 = -1143166.597997
  nChanged 12
		SP:Iteration 52Q (76334.160000 sec): 3 clusters
  Score: Raw -1146286.526529 + Penalty 3117.108432 = -1143169.418097
  nChanged 12
		SP:Iteration 53Q (76334.460000 sec): 3 clusters
  Score: Raw -1146290.259230 + Penalty 3117.108432 = -1143173.150798
  nChanged 22
		SP:Iteration 54Q (76334.730000 sec): 3 clusters
  Score: Raw -1146295.161782 + Penalty 3117.108432 = -1143178.053350
  nChanged 19
		SP:Iteration 55Q (76334.980000 sec): 3 clusters
  Score: Raw -1146299.655011 + Penalty 3117.108432 = -1143182.546579
  nChanged 22
		SP:Iteration 56Q (76335.300000 sec): 3 clusters
  Score: Raw -1146305.530868 + Penalty 3117.108432 = -1143188.422436
  nChanged 16
		SP:Iteration 57Q (76335.580000 sec): 3 clusters
  Score: Raw -1146311.109015 + Penalty 3117.108432 = -1143194.000583
  nChanged 20
		SP:Iteration 58Q (76335.770000 sec): 3 clusters
  Score: Raw -1146317.245536 + Penalty 3117.108432 = -1143200.137104
  nChanged 20
		SP:Iteration 59Q (76336.030000 sec): 3 clusters
  Score: Raw -1146323.410890 + Penalty 3117.108432 = -1143206.302458
  nChanged 26
		SP:Iteration 60F (76336.330000 sec): 3 clusters
  Score: Raw -1146329.910510 + Penalty 3117.108432 = -1143212.802078
  nChanged 25
		SP:Iteration 61Q (76336.590000 sec): 3 clusters
  Score: Raw -1146335.128147 + Penalty 3117.108432 = -1143218.019715
  nChanged 22
		SP:Iteration 62Q (76336.850000 sec): 3 clusters
  Score: Raw -1146339.159839 + Penalty 3117.108432 = -1143222.051407
  nChanged 11
		SP:Iteration 63Q (76337.230000 sec): 3 clusters
  Score: Raw -1146341.149789 + Penalty 3117.108432 = -1143224.041357
  nChanged 13
		SP:Iteration 64Q (76337.610000 sec): 3 clusters
  Score: Raw -1146343.623029 + Penalty 3117.108432 = -1143226.514597
  nChanged 7
		SP:Iteration 65Q (76337.860000 sec): 3 clusters
  Score: Raw -1146344.758613 + Penalty 3117.108432 = -1143227.650181
  nChanged 9
		SP:Iteration 66Q (76338.140000 sec): 3 clusters
  Score: Raw -1146346.283236 + Penalty 3117.108432 = -1143229.174804
  nChanged 7
		SP:Iteration 67Q (76338.400000 sec): 3 clusters
  Score: Raw -1146347.339995 + Penalty 3117.108432 = -1143230.231563
  nChanged 4
		SP:Iteration 68Q (76338.680000 sec): 3 clusters
  Score: Raw -1146348.324755 + Penalty 3117.108432 = -1143231.216323
  nChanged 7
		SP:Iteration 69Q (76338.990000 sec): 3 clusters
  Score: Raw -1146350.473646 + Penalty 3117.108432 = -1143233.365214
  nChanged 13
		SP:Iteration 70Q (76339.190000 sec): 3 clusters
  Score: Raw -1146354.277129 + Penalty 3117.108432 = -1143237.168698
  nChanged 14
		SP:Iteration 71Q (76339.470000 sec): 3 clusters
  Score: Raw -1146357.203967 + Penalty 3117.108432 = -1143240.095535
  nChanged 12
		SP:Iteration 72Q (76339.700000 sec): 3 clusters
  Score: Raw -1146360.675066 + Penalty 3117.108432 = -1143243.566635
  nChanged 17
		SP:Iteration 73Q (76339.980000 sec): 3 clusters
  Score: Raw -1146364.568937 + Penalty 3117.108432 = -1143247.460505
  nChanged 16
		SP:Iteration 74Q (76340.230000 sec): 3 clusters
  Score: Raw -1146367.814204 + Penalty 3117.108432 = -1143250.705772
  nChanged 8
		SP:Iteration 75Q (76340.490000 sec): 3 clusters
  Score: Raw -1146369.473216 + Penalty 3117.108432 = -1143252.364784
  nChanged 8
		SP:Iteration 76Q (76340.770000 sec): 3 clusters
  Score: Raw -1146371.665907 + Penalty 3117.108432 = -1143254.557475
  nChanged 8
		SP:Iteration 77Q (76341.090000 sec): 3 clusters
  Score: Raw -1146373.187172 + Penalty 3117.108432 = -1143256.078741
  nChanged 8
		SP:Iteration 78Q (76341.350000 sec): 3 clusters
  Score: Raw -1146375.333914 + Penalty 3117.108432 = -1143258.225482
  nChanged 9
		SP:Iteration 79Q (76341.590000 sec): 3 clusters
  Score: Raw -1146377.729358 + Penalty 3117.108432 = -1143260.620926
  nChanged 9
		SP:Iteration 80F (76341.850000 sec): 3 clusters
  Score: Raw -1146379.437166 + Penalty 3117.108432 = -1143262.328734
  nChanged 3
		SP:Iteration 81Q (76342.150000 sec): 3 clusters
  Score: Raw -1146379.914741 + Penalty 3117.108432 = -1143262.806309
  nChanged 5
		SP:Iteration 82Q (76342.350000 sec): 3 clusters
  Score: Raw -1146381.069149 + Penalty 3117.108432 = -1143263.960717
  nChanged 3
		SP:Iteration 83Q (76342.580000 sec): 3 clusters
  Score: Raw -1146382.216593 + Penalty 3117.108432 = -1143265.108162
  nChanged 7
		SP:Iteration 84Q (76342.880000 sec): 3 clusters
  Score: Raw -1146383.622598 + Penalty 3117.108432 = -1143266.514166
  nChanged 4
		SP:Iteration 85Q (76343.110000 sec): 3 clusters
  Score: Raw -1146384.735972 + Penalty 3117.108432 = -1143267.627540
  nChanged 7
		SP:Iteration 86Q (76343.400000 sec): 3 clusters
  Score: Raw -1146386.669962 + Penalty 3117.108432 = -1143269.561530
  nChanged 5
		SP:Iteration 87Q (76343.640000 sec): 3 clusters
  Score: Raw -1146388.468414 + Penalty 3117.108432 = -1143271.359982
  nChanged 4
		SP:Iteration 88Q (76343.960000 sec): 3 clusters
  Score: Raw -1146389.279702 + Penalty 3117.108432 = -1143272.171270
  nChanged 3
		SP:Iteration 89Q (76344.200000 sec): 3 clusters
  Score: Raw -1146390.244352 + Penalty 3117.108432 = -1143273.135920
  nChanged 6
		SP:Iteration 90Q (76344.470000 sec): 3 clusters
  Score: Raw -1146391.789204 + Penalty 3117.108432 = -1143274.680772
  nChanged 4
		SP:Iteration 91Q (76344.750000 sec): 3 clusters
  Score: Raw -1146392.432768 + Penalty 3117.108432 = -1143275.324336
  nChanged 2
		SP:Iteration 92Q (76345.010000 sec): 3 clusters
  Score: Raw -1146392.913100 + Penalty 3117.108432 = -1143275.804668
  nChanged 3
		SP:Iteration 93Q (76345.250000 sec): 3 clusters
  Score: Raw -1146393.413358 + Penalty 3117.108432 = -1143276.304926
  nChanged 2
		SP:Iteration 94Q (76345.510000 sec): 3 clusters
  Score: Raw -1146393.781475 + Penalty 3117.108432 = -1143276.673043
  nChanged 2
		SP:Iteration 95Q (76345.780000 sec): 3 clusters
  Score: Raw -1146394.111115 + Penalty 3117.108432 = -1143277.002683
  nChanged 2
		SP:Iteration 96Q (76346.000000 sec): 3 clusters
  Score: Raw -1146394.526850 + Penalty 3117.108432 = -1143277.418418
  nChanged 2
		SP:Iteration 97Q (76346.310000 sec): 3 clusters
  Score: Raw -1146394.984314 + Penalty 3117.108432 = -1143277.875882
  nChanged 2
		SP:Iteration 98Q (76346.610000 sec): 3 clusters
  Score: Raw -1146395.293552 + Penalty 3117.108432 = -1143278.185120
  nChanged 1
		SP:Iteration 99Q (76346.840000 sec): 3 clusters
  Score: Raw -1146395.537799 + Penalty 3117.108432 = -1143278.429368
  nChanged 0
		SP:Iteration 100F (76347.090000 sec): 3 clusters
  Score: Raw -1146395.537799 + Penalty 3117.108432 = -1143278.429368
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 78 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76347.220000 sec): 2 clusters
  Score: Raw -48463.147335 + Penalty 1040.849624 = -47422.297711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76347.400000 sec): 3 clusters
  Score: Raw -48326.636286 + Penalty 2081.699249 = -46244.937037
  nChanged 156
		SP:Iteration 1F (76347.580000 sec): 3 clusters
  Score: Raw -48504.081136 + Penalty 2081.699249 = -46422.381887
  nChanged 42
		SP:Iteration 2F (76347.710000 sec): 3 clusters
  Score: Raw -48567.931366 + Penalty 2081.699249 = -46486.232118
  nChanged 18
		SP:Iteration 3Q (76347.910000 sec): 3 clusters
  Score: Raw -48594.951386 + Penalty 2081.699249 = -46513.252137
  nChanged 7
		SP:Iteration 4Q (76348.120000 sec): 3 clusters
  Score: Raw -48608.365992 + Penalty 2081.699249 = -46526.666743
  nChanged 6
		SP:Iteration 5Q (76348.290000 sec): 3 clusters
  Score: Raw -48617.117253 + Penalty 2081.699249 = -46535.418005
  nChanged 3
		SP:Iteration 6Q (76348.480000 sec): 3 clusters
  Score: Raw -48620.918298 + Penalty 2081.699249 = -46539.219049
  nChanged 4
		SP:Iteration 7Q (76348.600000 sec): 3 clusters
  Score: Raw -48625.486908 + Penalty 2081.699249 = -46543.787659
  nChanged 6
		SP:Iteration 8Q (76348.730000 sec): 3 clusters
  Score: Raw -48635.242798 + Penalty 2081.699249 = -46553.543549
  nChanged 4
		SP:Iteration 9Q (76348.900000 sec): 3 clusters
  Score: Raw -48641.011696 + Penalty 2081.699249 = -46559.312447
  nChanged 3
		SP:Iteration 10Q (76349.080000 sec): 3 clusters
  Score: Raw -48645.167770 + Penalty 2081.699249 = -46563.468521
  nChanged 2
		SP:Iteration 11Q (76349.280000 sec): 3 clusters
  Score: Raw -48650.791868 + Penalty 2081.699249 = -46569.092619
  nChanged 4
		SP:Iteration 12Q (76349.450000 sec): 3 clusters
  Score: Raw -48656.414104 + Penalty 2081.699249 = -46574.714855
  nChanged 4
		SP:Iteration 13Q (76349.650000 sec): 3 clusters
  Score: Raw -48661.082599 + Penalty 2081.699249 = -46579.383350
  nChanged 4
		SP:Iteration 14Q (76349.780000 sec): 3 clusters
  Score: Raw -48669.271142 + Penalty 2081.699249 = -46587.571893
  nChanged 2
		SP:Iteration 15Q (76349.970000 sec): 3 clusters
  Score: Raw -48675.608520 + Penalty 2081.699249 = -46593.909271
  nChanged 2
		SP:Iteration 16Q (76350.160000 sec): 3 clusters
  Score: Raw -48680.324646 + Penalty 2081.699249 = -46598.625397
  nChanged 3
		SP:Iteration 17Q (76350.290000 sec): 3 clusters
  Score: Raw -48685.366728 + Penalty 2081.699249 = -46603.667479
  nChanged 2
		SP:Iteration 18Q (76350.480000 sec): 3 clusters
  Score: Raw -48686.519312 + Penalty 2081.699249 = -46604.820063
  nChanged 1
		SP:Iteration 19Q (76350.680000 sec): 3 clusters
  Score: Raw -48688.075337 + Penalty 2081.699249 = -46606.376088
  nChanged 1
		SP:Iteration 20F (76350.870000 sec): 3 clusters
  Score: Raw -48689.482144 + Penalty 2081.699249 = -46607.782896
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 79 (1711 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (76350.970000 sec): 2 clusters
  Score: Raw -120374.436981 + Penalty 1209.785407 = -119164.651574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (76351.190000 sec): 3 clusters
  Score: Raw -119689.871734 + Penalty 2419.570814 = -117270.300920
  nChanged 582
		SP:Iteration 1F (76351.440000 sec): 3 clusters
  Score: Raw -120105.955149 + Penalty 2419.570814 = -117686.384335
  nChanged 141
		SP:Iteration 2F (76351.590000 sec): 3 clusters
  Score: Raw -120255.070065 + Penalty 2419.570814 = -117835.499251
  nChanged 113
		SP:Iteration 3F (76351.680000 sec): 3 clusters
  Score: Raw -120375.496441 + Penalty 2419.570814 = -117955.925627
  nChanged 85
		SP:Iteration 4Q (76351.860000 sec): 3 clusters
  Score: Raw -120463.144901 + Penalty 2419.570814 = -118043.574087
  nChanged 74
		SP:Iteration 5Q (76352.090000 sec): 3 clusters
  Score: Raw -120538.345081 + Penalty 2419.570814 = -118118.774267
  nChanged 63
		SP:Iteration 6Q (76352.270000 sec): 3 clusters
  Score: Raw -120588.358347 + Penalty 2419.570814 = -118168.787533
  nChanged 39
		SP:Iteration 7Q (76352.410000 sec): 3 clusters
  Score: Raw -120616.713103 + Penalty 2419.570814 = -118197.142289
  nChanged 26
		SP:Iteration 8Q (76352.530000 sec): 3 clusters
  Score: Raw -120637.785391 + Penalty 2419.570814 = -118218.214577
  nChanged 30
		SP:Iteration 9Q (76352.660000 sec): 3 clusters
  Score: Raw -120664.543645 + Penalty 2419.570814 = -118244.972831
  nChanged 38
		SP:Iteration 10Q (76352.830000 sec): 3 clusters
  Score: Raw -120695.911165 + Penalty 2419.570814 = -118276.340351
  nChanged 32
		SP:Iteration 11Q (76353.000000 sec): 3 clusters
  Score: Raw -120725.302128 + Penalty 2419.570814 = -118305.731314
  nChanged 36
		SP:Iteration 12Q (76353.140000 sec): 3 clusters
  Score: Raw -120766.881692 + Penalty 2419.570814 = -118347.310878
  nChanged 37
		SP:Iteration 13Q (76353.270000 sec): 3 clusters
  Score: Raw -120805.399209 + Penalty 2419.570814 = -118385.828395
  nChanged 32
		SP:Iteration 14Q (76353.410000 sec): 3 clusters
  Score: Raw -120838.731353 + Penalty 2419.570814 = -118419.160539
  nChanged 29
		SP:Iteration 15Q (76353.580000 sec): 3 clusters
  Score: Raw -120868.794195 + Penalty 2419.570814 = -118449.223381
  nChanged 19
		SP:Iteration 16Q (76353.750000 sec): 3 clusters
  Score: Raw -120884.801587 + Penalty 2419.570814 = -118465.230773
  nChanged 15
		SP:Iteration 17Q (76353.950000 sec): 3 clusters
  Score: Raw -120898.380152 + Penalty 2419.570814 = -118478.809338
  nChanged 16
		SP:Iteration 18Q (76354.090000 sec): 3 clusters
  Score: Raw -120911.905484 + Penalty 2419.570814 = -118492.334670
  nChanged 16
		SP:Iteration 19Q (76354.290000 sec): 3 clusters
  Score: Raw -120929.951445 + Penalty 2419.570814 = -118510.380631
  nChanged 18
		SP:Iteration 20F (76354.450000 sec): 3 clusters
  Score: Raw -120946.988651 + Penalty 2419.570814 = -118527.417837
  nChanged 20
		SP:Iteration 21Q (76354.600000 sec): 3 clusters
  Score: Raw -120960.759301 + Penalty 2419.570814 = -118541.188487
  nChanged 17
		SP:Iteration 22Q (76354.750000 sec): 3 clusters
  Score: Raw -120979.638757 + Penalty 2419.570814 = -118560.067943
  nChanged 18
		SP:Iteration 23Q (76354.900000 sec): 3 clusters
  Score: Raw -121003.328915 + Penalty 2419.570814 = -118583.758101
  nChanged 21
		SP:Iteration 24Q (76355.050000 sec): 3 clusters
  Score: Raw -121025.633660 + Penalty 2419.570814 = -118606.062846
  nChanged 19
		SP:Iteration 25Q (76355.200000 sec): 3 clusters
  Score: Raw -121045.055757 + Penalty 2419.570814 = -118625.484943
  nChanged 19
		SP:Iteration 26Q (76355.350000 sec): 3 clusters
  Score: Raw -121063.468629 + Penalty 2419.570814 = -118643.897814
  nChanged 17
		SP:Iteration 27Q (76355.500000 sec): 3 clusters
  Score: Raw -121075.783196 + Penalty 2419.570814 = -118656.212382
  nChanged 10
		SP:Iteration 28Q (76355.650000 sec): 3 clusters
  Score: Raw -121082.947224 + Penalty 2419.570814 = -118663.376410
  nChanged 9
		SP:Iteration 29Q (76355.810000 sec): 3 clusters
  Score: Raw -121090.700040 + Penalty 2419.570814 = -118671.129226
  nChanged 6
		SP:Iteration 30Q (76355.970000 sec): 3 clusters
  Score: Raw -121096.829910 + Penalty 2419.570814 = -118677.259096
  nChanged 6
		SP:Iteration 31Q (76356.160000 sec): 3 clusters
  Score: Raw -121100.397221 + Penalty 2419.570814 = -118680.826407
  nChanged 1
		SP:Iteration 32Q (76356.350000 sec): 3 clusters
  Score: Raw -121100.832922 + Penalty 2419.570814 = -118681.262108
  nChanged 1
		SP:Iteration 33Q (76356.510000 sec): 3 clusters
  Score: Raw -121102.755888 + Penalty 2419.570814 = -118683.185074
  nChanged 3
		SP:Iteration 34Q (76356.660000 sec): 3 clusters
  Score: Raw -121105.167854 + Penalty 2419.570814 = -118685.597040
  nChanged 4
		SP:Iteration 35Q (76356.810000 sec): 3 clusters
  Score: Raw -121109.434440 + Penalty 2419.570814 = -118689.863626
  nChanged 4
		SP:Iteration 36Q (76356.950000 sec): 3 clusters
  Score: Raw -121117.982295 + Penalty 2419.570814 = -118698.411481
  nChanged 3
		SP:Iteration 37Q (76357.090000 sec): 3 clusters
  Score: Raw -121120.752317 + Penalty 2419.570814 = -118701.181503
  nChanged 1
		SP:Iteration 38Q (76357.240000 sec): 3 clusters
  Score: Raw -121121.111239 + Penalty 2419.570814 = -118701.540425
  nChanged 0
		SP:Iteration 39F (76357.380000 sec): 3 clusters
  Score: Raw -121121.111239 + Penalty 2419.570814 = -118701.540425
  nChanged 0
Iteration 459Q (76553.810000 sec): 81 clusters
  Score: Raw -122375278.652703 + Penalty 184673.645709 = -122190605.006994
  nChanged 521
Iteration 460F (76810.350000 sec): 81 clusters
  Score: Raw -122375605.744475 + Penalty 184673.645709 = -122190932.098766
  nChanged 759
Iteration 461Q (77021.370000 sec): 81 clusters
  Score: Raw -122375760.162480 + Penalty 184673.645709 = -122191086.516771
  nChanged 470
Iteration 462Q (77230.740000 sec): 81 clusters
  Score: Raw -122375829.116656 + Penalty 184673.645709 = -122191155.470947
  nChanged 389
Iteration 463Q (77418.890000 sec): 81 clusters
  Score: Raw -122375874.826656 + Penalty 184673.645709 = -122191201.180947
  nChanged 343
Iteration 464Q (77625.700000 sec): 81 clusters
  Score: Raw -122375908.805492 + Penalty 184673.645709 = -122191235.159783
  nChanged 306
Iteration 465Q (77836.080000 sec): 81 clusters
  Score: Raw -122375934.920465 + Penalty 184673.645709 = -122191261.274756
  nChanged 293
Iteration 466Q (78052.220000 sec): 81 clusters
  Score: Raw -122375956.308115 + Penalty 184673.645709 = -122191282.662406
  nChanged 226
Iteration 467Q (78252.360000 sec): 81 clusters
  Score: Raw -122375973.026006 + Penalty 184673.645709 = -122191299.380296
  nChanged 208
Iteration 468Q (78472.200000 sec): 81 clusters
  Score: Raw -122375985.595491 + Penalty 184673.645709 = -122191311.949782
  nChanged 180
Iteration 469Q (78680.290000 sec): 81 clusters
  Score: Raw -122375995.601072 + Penalty 184673.645709 = -122191321.955363
  nChanged 170
Iteration 470Q (78871.050000 sec): 81 clusters
  Score: Raw -122376004.605967 + Penalty 184673.645709 = -122191330.960258
  nChanged 181
Iteration 471Q (79081.010000 sec): 81 clusters
  Score: Raw -122376013.251691 + Penalty 184673.645709 = -122191339.605982
  nChanged 159
Iteration 472Q (79289.540000 sec): 81 clusters
  Score: Raw -122376021.323920 + Penalty 184673.645709 = -122191347.678211
  nChanged 158
Iteration 473Q (79496.640000 sec): 81 clusters
  Score: Raw -122376029.127934 + Penalty 184673.645709 = -122191355.482224
  nChanged 137
Iteration 474Q (79705.630000 sec): 81 clusters
  Score: Raw -122376036.290559 + Penalty 184673.645709 = -122191362.644850
  nChanged 124
Iteration 475Q (79930.070000 sec): 81 clusters
  Score: Raw -122376042.839478 + Penalty 184673.645709 = -122191369.193769
  nChanged 121
Iteration 476Q (80144.090000 sec): 81 clusters
  Score: Raw -122376047.472315 + Penalty 184673.645709 = -122191373.826606
  nChanged 118
Iteration 477Q (80333.870000 sec): 81 clusters
  Score: Raw -122376052.461448 + Penalty 184673.645709 = -122191378.815738
  nChanged 106
Iteration 478Q (80541.170000 sec): 81 clusters
  Score: Raw -122376057.028893 + Penalty 184673.645709 = -122191383.383184
  nChanged 110
Iteration 479Q (80749.090000 sec): 81 clusters
  Score: Raw -122376061.954404 + Penalty 184673.645709 = -122191388.308695
  nChanged 96
Iteration 480F (80991.540000 sec): 81 clusters
  Score: Raw -122376066.472081 + Penalty 184673.645709 = -122191392.826372
  nChanged 98
Iteration 481Q (81193.510000 sec): 81 clusters
  Score: Raw -122376069.935379 + Penalty 184673.645709 = -122191396.289670
  nChanged 107
Iteration 482Q (81399.520000 sec): 81 clusters
  Score: Raw -122376073.992817 + Penalty 184673.645709 = -122191400.347107
  nChanged 97
Iteration 483Q (81596.100000 sec): 81 clusters
  Score: Raw -122376078.582887 + Penalty 184673.645709 = -122191404.937178
  nChanged 99
Iteration 484Q (81793.110000 sec): 81 clusters
  Score: Raw -122376084.048601 + Penalty 184673.645709 = -122191410.402891
  nChanged 99
Iteration 485Q (81989.600000 sec): 81 clusters
  Score: Raw -122376088.543327 + Penalty 184673.645709 = -122191414.897618
  nChanged 83
Iteration 486Q (82192.120000 sec): 81 clusters
  Score: Raw -122376092.608478 + Penalty 184673.645709 = -122191418.962769
  nChanged 94
Iteration 487Q (82392.750000 sec): 81 clusters
  Score: Raw -122376097.115186 + Penalty 184673.645709 = -122191423.469477
  nChanged 89
Iteration 488Q (82596.460000 sec): 81 clusters
  Score: Raw -122376101.892323 + Penalty 184673.645709 = -122191428.246614
  nChanged 98
Iteration 489Q (82798.240000 sec): 81 clusters
  Score: Raw -122376107.075037 + Penalty 184673.645709 = -122191433.429328
  nChanged 109
Iteration 490Q (82990.970000 sec): 81 clusters
  Score: Raw -122376112.545605 + Penalty 184673.645709 = -122191438.899895
  nChanged 98
Iteration 491Q (83187.190000 sec): 81 clusters
  Score: Raw -122376116.605392 + Penalty 184673.645709 = -122191442.959682
  nChanged 106
Iteration 492Q (83370.400000 sec): 81 clusters
  Score: Raw -122376121.530909 + Penalty 184673.645709 = -122191447.885200
  nChanged 108
Iteration 493Q (83581.820000 sec): 81 clusters
  Score: Raw -122376127.205236 + Penalty 184673.645709 = -122191453.559527
  nChanged 102
Iteration 494Q (83786.660000 sec): 81 clusters
  Score: Raw -122376132.155261 + Penalty 184673.645709 = -122191458.509551
  nChanged 105
Iteration 495Q (83990.170000 sec): 81 clusters
  Score: Raw -122376137.109225 + Penalty 184673.645709 = -122191463.463516
  nChanged 94
Iteration 496Q (84194.730000 sec): 81 clusters
  Score: Raw -122376141.521246 + Penalty 184673.645709 = -122191467.875537
  nChanged 85
Iteration 497Q (84392.280000 sec): 81 clusters
  Score: Raw -122376145.374576 + Penalty 184673.645709 = -122191471.728866
  nChanged 74
Iteration 498Q (84594.120000 sec): 81 clusters
  Score: Raw -122376148.842973 + Penalty 184673.645709 = -122191475.197264
  nChanged 66
Writing temp clu file 
Because OldScore, -122191471.728866, is greater than current (better) Score,-122191475.197264 
 Compute initial score before splitting:   Score: Raw -122376148.842973 + Penalty 184673.645709 = -122191475.197264
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 1 (52717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84595.000000 sec): 2 clusters
  Score: Raw -4365163.706292 + Penalty 1766.812655 = -4363396.893637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84595.460000 sec): 3 clusters
  Score: Raw -4331520.866726 + Penalty 3533.625311 = -4327987.241416
  nChanged 24952
		SP:Iteration 1F (84595.900000 sec): 3 clusters
  Score: Raw -4346353.582187 + Penalty 3533.625311 = -4342819.956877
  nChanged 2353
		SP:Iteration 2Q (84596.420000 sec): 3 clusters
  Score: Raw -4347238.645617 + Penalty 3533.625311 = -4343705.020307
  nChanged 2457
		SP:Iteration 3Q (84597.000000 sec): 3 clusters
  Score: Raw -4348269.527329 + Penalty 3533.625311 = -4344735.902019
  nChanged 2623
		SP:Iteration 4Q (84597.580000 sec): 3 clusters
  Score: Raw -4349458.696169 + Penalty 3533.625311 = -4345925.070859
  nChanged 2772
		SP:Iteration 5F (84598.050000 sec): 3 clusters
  Score: Raw -4350923.764963 + Penalty 3533.625311 = -4347390.139652
  nChanged 2938
		SP:Iteration 6F (84598.530000 sec): 3 clusters
  Score: Raw -4352641.378492 + Penalty 3533.625311 = -4349107.753182
  nChanged 2982
		SP:Iteration 7F (84599.010000 sec): 3 clusters
  Score: Raw -4354586.819172 + Penalty 3533.625311 = -4351053.193862
  nChanged 2938
		SP:Iteration 8F (84599.490000 sec): 3 clusters
  Score: Raw -4356596.886288 + Penalty 3533.625311 = -4353063.260977
  nChanged 2641
		SP:Iteration 9F (84600.010000 sec): 3 clusters
  Score: Raw -4358358.015244 + Penalty 3533.625311 = -4354824.389933
  nChanged 2184
		SP:Iteration 10Q (84600.610000 sec): 3 clusters
  Score: Raw -4359745.877932 + Penalty 3533.625311 = -4356212.252622
  nChanged 1768
		SP:Iteration 11Q (84601.100000 sec): 3 clusters
  Score: Raw -4360758.622283 + Penalty 3533.625311 = -4357224.996973
  nChanged 1430
		SP:Iteration 12Q (84601.650000 sec): 3 clusters
  Score: Raw -4361467.299118 + Penalty 3533.625311 = -4357933.673807
  nChanged 1116
		SP:Iteration 13Q (84602.180000 sec): 3 clusters
  Score: Raw -4361966.446471 + Penalty 3533.625311 = -4358432.821161
  nChanged 915
		SP:Iteration 14Q (84602.710000 sec): 3 clusters
  Score: Raw -4362344.698142 + Penalty 3533.625311 = -4358811.072831
  nChanged 793
		SP:Iteration 15Q (84603.220000 sec): 3 clusters
  Score: Raw -4362639.469116 + Penalty 3533.625311 = -4359105.843805
  nChanged 708
		SP:Iteration 16Q (84603.760000 sec): 3 clusters
  Score: Raw -4362881.582449 + Penalty 3533.625311 = -4359347.957139
  nChanged 720
		SP:Iteration 17Q (84604.290000 sec): 3 clusters
  Score: Raw -4363133.813153 + Penalty 3533.625311 = -4359600.187842
  nChanged 709
		SP:Iteration 18Q (84604.830000 sec): 3 clusters
  Score: Raw -4363387.575498 + Penalty 3533.625311 = -4359853.950187
  nChanged 684
		SP:Iteration 19Q (84605.340000 sec): 3 clusters
  Score: Raw -4363641.028321 + Penalty 3533.625311 = -4360107.403010
  nChanged 649
		SP:Iteration 20F (84605.790000 sec): 3 clusters
  Score: Raw -4363880.023226 + Penalty 3533.625311 = -4360346.397915
  nChanged 642
		SP:Iteration 21Q (84606.270000 sec): 3 clusters
  Score: Raw -4364127.970987 + Penalty 3533.625311 = -4360594.345677
  nChanged 623
		SP:Iteration 22Q (84606.750000 sec): 3 clusters
  Score: Raw -4364374.160776 + Penalty 3533.625311 = -4360840.535465
  nChanged 580
		SP:Iteration 23Q (84607.220000 sec): 3 clusters
  Score: Raw -4364605.343968 + Penalty 3533.625311 = -4361071.718657
  nChanged 569
		SP:Iteration 24Q (84607.780000 sec): 3 clusters
  Score: Raw -4364831.533559 + Penalty 3533.625311 = -4361297.908249
  nChanged 517
		SP:Iteration 25Q (84608.240000 sec): 3 clusters
  Score: Raw -4365016.980609 + Penalty 3533.625311 = -4361483.355298
  nChanged 455
		SP:Iteration 26Q (84608.690000 sec): 3 clusters
  Score: Raw -4365174.898629 + Penalty 3533.625311 = -4361641.273319
  nChanged 415
		SP:Iteration 27Q (84609.180000 sec): 3 clusters
  Score: Raw -4365324.535824 + Penalty 3533.625311 = -4361790.910513
  nChanged 399
		SP:Iteration 28Q (84609.690000 sec): 3 clusters
  Score: Raw -4365467.702756 + Penalty 3533.625311 = -4361934.077445
  nChanged 370
		SP:Iteration 29Q (84610.170000 sec): 3 clusters
  Score: Raw -4365594.177687 + Penalty 3533.625311 = -4362060.552377
  nChanged 335
		SP:Iteration 30Q (84610.680000 sec): 3 clusters
  Score: Raw -4365697.508537 + Penalty 3533.625311 = -4362163.883227
  nChanged 275
		SP:Iteration 31Q (84611.160000 sec): 3 clusters
  Score: Raw -4365775.267557 + Penalty 3533.625311 = -4362241.642246
  nChanged 224
		SP:Iteration 32Q (84611.610000 sec): 3 clusters
  Score: Raw -4365841.048090 + Penalty 3533.625311 = -4362307.422780
  nChanged 201
		SP:Iteration 33Q (84612.000000 sec): 3 clusters
  Score: Raw -4365898.266348 + Penalty 3533.625311 = -4362364.641038
  nChanged 189
		SP:Iteration 34Q (84612.510000 sec): 3 clusters
  Score: Raw -4365946.370917 + Penalty 3533.625311 = -4362412.745607
  nChanged 163
		SP:Iteration 35Q (84612.930000 sec): 3 clusters
  Score: Raw -4365984.446846 + Penalty 3533.625311 = -4362450.821535
  nChanged 134
		SP:Iteration 36Q (84613.380000 sec): 3 clusters
  Score: Raw -4366015.041336 + Penalty 3533.625311 = -4362481.416025
  nChanged 124
		SP:Iteration 37Q (84613.910000 sec): 3 clusters
  Score: Raw -4366046.180617 + Penalty 3533.625311 = -4362512.555306
  nChanged 127
		SP:Iteration 38Q (84614.420000 sec): 3 clusters
  Score: Raw -4366077.545800 + Penalty 3533.625311 = -4362543.920489
  nChanged 107
		SP:Iteration 39Q (84614.880000 sec): 3 clusters
  Score: Raw -4366101.728674 + Penalty 3533.625311 = -4362568.103363
  nChanged 71
		SP:Iteration 40F (84615.360000 sec): 3 clusters
  Score: Raw -4366114.927680 + Penalty 3533.625311 = -4362581.302370
  nChanged 62
		SP:Iteration 41Q (84615.880000 sec): 3 clusters
  Score: Raw -4366126.312517 + Penalty 3533.625311 = -4362592.687206
  nChanged 62
		SP:Iteration 42Q (84616.330000 sec): 3 clusters
  Score: Raw -4366136.969911 + Penalty 3533.625311 = -4362603.344601
  nChanged 59
		SP:Iteration 43Q (84616.760000 sec): 3 clusters
  Score: Raw -4366146.565414 + Penalty 3533.625311 = -4362612.940103
  nChanged 48
		SP:Iteration 44Q (84617.220000 sec): 3 clusters
  Score: Raw -4366154.991208 + Penalty 3533.625311 = -4362621.365897
  nChanged 38
		SP:Iteration 45Q (84617.720000 sec): 3 clusters
  Score: Raw -4366160.855836 + Penalty 3533.625311 = -4362627.230525
  nChanged 35
		SP:Iteration 46Q (84618.180000 sec): 3 clusters
  Score: Raw -4366167.210457 + Penalty 3533.625311 = -4362633.585146
  nChanged 40
		SP:Iteration 47Q (84618.610000 sec): 3 clusters
  Score: Raw -4366173.418267 + Penalty 3533.625311 = -4362639.792957
  nChanged 34
		SP:Iteration 48Q (84619.110000 sec): 3 clusters
  Score: Raw -4366178.402322 + Penalty 3533.625311 = -4362644.777011
  nChanged 27
		SP:Iteration 49Q (84619.560000 sec): 3 clusters
  Score: Raw -4366182.361577 + Penalty 3533.625311 = -4362648.736266
  nChanged 28
		SP:Iteration 50Q (84620.010000 sec): 3 clusters
  Score: Raw -4366186.187061 + Penalty 3533.625311 = -4362652.561751
  nChanged 18
		SP:Iteration 51Q (84620.490000 sec): 3 clusters
  Score: Raw -4366189.540315 + Penalty 3533.625311 = -4362655.915004
  nChanged 14
		SP:Iteration 52Q (84621.010000 sec): 3 clusters
  Score: Raw -4366191.410377 + Penalty 3533.625311 = -4362657.785066
  nChanged 11
		SP:Iteration 53Q (84621.510000 sec): 3 clusters
  Score: Raw -4366192.480552 + Penalty 3533.625311 = -4362658.855242
  nChanged 9
		SP:Iteration 54Q (84621.980000 sec): 3 clusters
  Score: Raw -4366193.326981 + Penalty 3533.625311 = -4362659.701670
  nChanged 4
		SP:Iteration 55Q (84622.440000 sec): 3 clusters
  Score: Raw -4366193.795960 + Penalty 3533.625311 = -4362660.170650
  nChanged 5
		SP:Iteration 56Q (84622.920000 sec): 3 clusters
  Score: Raw -4366194.480477 + Penalty 3533.625311 = -4362660.855167
  nChanged 9
		SP:Iteration 57Q (84623.320000 sec): 3 clusters
  Score: Raw -4366195.317436 + Penalty 3533.625311 = -4362661.692125
  nChanged 6
		SP:Iteration 58Q (84623.780000 sec): 3 clusters
  Score: Raw -4366196.067590 + Penalty 3533.625311 = -4362662.442280
  nChanged 11
		SP:Iteration 59Q (84624.200000 sec): 3 clusters
  Score: Raw -4366197.598681 + Penalty 3533.625311 = -4362663.973371
  nChanged 10
		SP:Iteration 60F (84624.640000 sec): 3 clusters
  Score: Raw -4366199.110441 + Penalty 3533.625311 = -4362665.485131
  nChanged 12
		SP:Iteration 61Q (84625.130000 sec): 3 clusters
  Score: Raw -4366201.102095 + Penalty 3533.625311 = -4362667.476785
  nChanged 15
		SP:Iteration 62Q (84625.620000 sec): 3 clusters
  Score: Raw -4366203.078599 + Penalty 3533.625311 = -4362669.453288
  nChanged 9
		SP:Iteration 63Q (84626.090000 sec): 3 clusters
  Score: Raw -4366204.087918 + Penalty 3533.625311 = -4362670.462608
  nChanged 8
		SP:Iteration 64Q (84626.530000 sec): 3 clusters
  Score: Raw -4366205.087676 + Penalty 3533.625311 = -4362671.462365
  nChanged 4
		SP:Iteration 65Q (84626.980000 sec): 3 clusters
  Score: Raw -4366205.909085 + Penalty 3533.625311 = -4362672.283774
  nChanged 9
		SP:Iteration 66Q (84627.400000 sec): 3 clusters
  Score: Raw -4366207.432123 + Penalty 3533.625311 = -4362673.806812
  nChanged 10
		SP:Iteration 67Q (84627.910000 sec): 3 clusters
  Score: Raw -4366208.536739 + Penalty 3533.625311 = -4362674.911428
  nChanged 6
		SP:Iteration 68Q (84628.360000 sec): 3 clusters
  Score: Raw -4366209.302461 + Penalty 3533.625311 = -4362675.677151
  nChanged 8
		SP:Iteration 69Q (84628.740000 sec): 3 clusters
  Score: Raw -4366210.331350 + Penalty 3533.625311 = -4362676.706039
  nChanged 7
		SP:Iteration 70Q (84629.210000 sec): 3 clusters
  Score: Raw -4366211.247481 + Penalty 3533.625311 = -4362677.622171
  nChanged 7
		SP:Iteration 71Q (84629.680000 sec): 3 clusters
  Score: Raw -4366212.181297 + Penalty 3533.625311 = -4362678.555986
  nChanged 8
		SP:Iteration 72Q (84630.120000 sec): 3 clusters
  Score: Raw -4366213.004971 + Penalty 3533.625311 = -4362679.379660
  nChanged 4
		SP:Iteration 73Q (84630.540000 sec): 3 clusters
  Score: Raw -4366213.412168 + Penalty 3533.625311 = -4362679.786857
  nChanged 4
		SP:Iteration 74Q (84630.920000 sec): 3 clusters
  Score: Raw -4366213.770745 + Penalty 3533.625311 = -4362680.145435
  nChanged 2
		SP:Iteration 75Q (84631.450000 sec): 3 clusters
  Score: Raw -4366214.262248 + Penalty 3533.625311 = -4362680.636937
  nChanged 3
		SP:Iteration 76Q (84631.990000 sec): 3 clusters
  Score: Raw -4366214.828098 + Penalty 3533.625311 = -4362681.202788
  nChanged 6
		SP:Iteration 77Q (84632.460000 sec): 3 clusters
  Score: Raw -4366215.633889 + Penalty 3533.625311 = -4362682.008578
  nChanged 7
		SP:Iteration 78Q (84632.910000 sec): 3 clusters
  Score: Raw -4366216.319202 + Penalty 3533.625311 = -4362682.693891
  nChanged 6
		SP:Iteration 79Q (84633.330000 sec): 3 clusters
  Score: Raw -4366216.815405 + Penalty 3533.625311 = -4362683.190094
  nChanged 4
		SP:Iteration 80F (84633.770000 sec): 3 clusters
  Score: Raw -4366217.361533 + Penalty 3533.625311 = -4362683.736223
  nChanged 2
		SP:Iteration 81Q (84634.240000 sec): 3 clusters
  Score: Raw -4366217.512515 + Penalty 3533.625311 = -4362683.887204
  nChanged 1
		SP:Iteration 82Q (84634.630000 sec): 3 clusters
  Score: Raw -4366217.600916 + Penalty 3533.625311 = -4362683.975606
  nChanged 1
		SP:Iteration 83Q (84635.110000 sec): 3 clusters
  Score: Raw -4366217.675613 + Penalty 3533.625311 = -4362684.050302
  nChanged 1
		SP:Iteration 84Q (84635.610000 sec): 3 clusters
  Score: Raw -4366217.826084 + Penalty 3533.625311 = -4362684.200773
  nChanged 2
		SP:Iteration 85Q (84636.080000 sec): 3 clusters
  Score: Raw -4366217.953074 + Penalty 3533.625311 = -4362684.327763
  nChanged 2
		SP:Iteration 86Q (84636.560000 sec): 3 clusters
  Score: Raw -4366218.173599 + Penalty 3533.625311 = -4362684.548289
  nChanged 0
		SP:Iteration 87F (84637.040000 sec): 3 clusters
  Score: Raw -4366218.173599 + Penalty 3533.625311 = -4362684.548289
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 2 (248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84637.190000 sec): 2 clusters
  Score: Raw -17061.485053 + Penalty 895.932171 = -16165.552882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84637.360000 sec): 3 clusters
  Score: Raw -17188.578703 + Penalty 1791.864343 = -15396.714360
  nChanged 45
		SP:Iteration 1F (84637.510000 sec): 3 clusters
  Score: Raw -17292.081684 + Penalty 1791.864343 = -15500.217341
  nChanged 12
		SP:Iteration 2Q (84637.720000 sec): 3 clusters
  Score: Raw -17318.353801 + Penalty 1791.864343 = -15526.489458
  nChanged 4
		SP:Iteration 3Q (84637.970000 sec): 3 clusters
  Score: Raw -17326.234836 + Penalty 1791.864343 = -15534.370494
  nChanged 2
		SP:Iteration 4Q (84638.130000 sec): 3 clusters
  Score: Raw -17330.075617 + Penalty 1791.864343 = -15538.211274
  nChanged 0
		SP:Iteration 5F (84638.270000 sec): 3 clusters
  Score: Raw -17330.075617 + Penalty 1791.864343 = -15538.211274
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 3 (5275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84638.440000 sec): 2 clusters
  Score: Raw -444815.404541 + Penalty 1392.744268 = -443422.660273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84638.620000 sec): 3 clusters
  Score: Raw -442042.713893 + Penalty 2785.488536 = -439257.225356
  nChanged 2164
		SP:Iteration 1F (84638.870000 sec): 3 clusters
  Score: Raw -443214.812630 + Penalty 2785.488536 = -440429.324093
  nChanged 380
		SP:Iteration 2F (84639.000000 sec): 3 clusters
  Score: Raw -443450.580115 + Penalty 2785.488536 = -440665.091579
  nChanged 324
		SP:Iteration 3F (84639.130000 sec): 3 clusters
  Score: Raw -443672.575078 + Penalty 2785.488536 = -440887.086542
  nChanged 278
		SP:Iteration 4F (84639.330000 sec): 3 clusters
  Score: Raw -443827.171806 + Penalty 2785.488536 = -441041.683270
  nChanged 215
		SP:Iteration 5Q (84639.530000 sec): 3 clusters
  Score: Raw -443936.670960 + Penalty 2785.488536 = -441151.182423
  nChanged 176
		SP:Iteration 6Q (84639.700000 sec): 3 clusters
  Score: Raw -444039.163978 + Penalty 2785.488536 = -441253.675441
  nChanged 178
		SP:Iteration 7Q (84639.880000 sec): 3 clusters
  Score: Raw -444117.580021 + Penalty 2785.488536 = -441332.091485
  nChanged 149
		SP:Iteration 8Q (84640.080000 sec): 3 clusters
  Score: Raw -444190.257766 + Penalty 2785.488536 = -441404.769229
  nChanged 147
		SP:Iteration 9Q (84640.320000 sec): 3 clusters
  Score: Raw -444253.786262 + Penalty 2785.488536 = -441468.297726
  nChanged 135
		SP:Iteration 10Q (84640.550000 sec): 3 clusters
  Score: Raw -444314.021896 + Penalty 2785.488536 = -441528.533359
  nChanged 119
		SP:Iteration 11Q (84640.780000 sec): 3 clusters
  Score: Raw -444367.091720 + Penalty 2785.488536 = -441581.603183
  nChanged 108
		SP:Iteration 12Q (84640.940000 sec): 3 clusters
  Score: Raw -444418.456162 + Penalty 2785.488536 = -441632.967625
  nChanged 111
		SP:Iteration 13Q (84641.080000 sec): 3 clusters
  Score: Raw -444473.513688 + Penalty 2785.488536 = -441688.025151
  nChanged 123
		SP:Iteration 14Q (84641.280000 sec): 3 clusters
  Score: Raw -444546.756198 + Penalty 2785.488536 = -441761.267662
  nChanged 155
		SP:Iteration 15Q (84641.440000 sec): 3 clusters
  Score: Raw -444656.332817 + Penalty 2785.488536 = -441870.844280
  nChanged 172
		SP:Iteration 16Q (84641.640000 sec): 3 clusters
  Score: Raw -444764.700451 + Penalty 2785.488536 = -441979.211914
  nChanged 154
		SP:Iteration 17Q (84641.830000 sec): 3 clusters
  Score: Raw -444869.617294 + Penalty 2785.488536 = -442084.128758
  nChanged 167
		SP:Iteration 18Q (84642.060000 sec): 3 clusters
  Score: Raw -445004.275895 + Penalty 2785.488536 = -442218.787358
  nChanged 162
		SP:Iteration 19Q (84642.240000 sec): 3 clusters
  Score: Raw -445186.293564 + Penalty 2785.488536 = -442400.805027
  nChanged 165
		SP:Iteration 20F (84642.400000 sec): 3 clusters
  Score: Raw -445360.805045 + Penalty 2785.488536 = -442575.316508
  nChanged 116
		SP:Iteration 21Q (84642.600000 sec): 3 clusters
  Score: Raw -445445.100651 + Penalty 2785.488536 = -442659.612114
  nChanged 83
		SP:Iteration 22Q (84642.800000 sec): 3 clusters
  Score: Raw -445496.732331 + Penalty 2785.488536 = -442711.243795
  nChanged 80
		SP:Iteration 23Q (84642.990000 sec): 3 clusters
  Score: Raw -445535.017717 + Penalty 2785.488536 = -442749.529181
  nChanged 66
		SP:Iteration 24Q (84643.190000 sec): 3 clusters
  Score: Raw -445566.235940 + Penalty 2785.488536 = -442780.747403
  nChanged 68
		SP:Iteration 25Q (84643.430000 sec): 3 clusters
  Score: Raw -445598.339211 + Penalty 2785.488536 = -442812.850675
  nChanged 69
		SP:Iteration 26Q (84643.580000 sec): 3 clusters
  Score: Raw -445640.600463 + Penalty 2785.488536 = -442855.111926
  nChanged 61
		SP:Iteration 27Q (84643.720000 sec): 3 clusters
  Score: Raw -445673.335321 + Penalty 2785.488536 = -442887.846785
  nChanged 50
		SP:Iteration 28Q (84643.900000 sec): 3 clusters
  Score: Raw -445693.512458 + Penalty 2785.488536 = -442908.023921
  nChanged 40
		SP:Iteration 29Q (84644.100000 sec): 3 clusters
  Score: Raw -445712.241825 + Penalty 2785.488536 = -442926.753288
  nChanged 40
		SP:Iteration 30Q (84644.290000 sec): 3 clusters
  Score: Raw -445729.936794 + Penalty 2785.488536 = -442944.448258
  nChanged 45
		SP:Iteration 31Q (84644.440000 sec): 3 clusters
  Score: Raw -445749.765942 + Penalty 2785.488536 = -442964.277406
  nChanged 44
		SP:Iteration 32Q (84644.660000 sec): 3 clusters
  Score: Raw -445772.561851 + Penalty 2785.488536 = -442987.073314
  nChanged 41
		SP:Iteration 33Q (84644.820000 sec): 3 clusters
  Score: Raw -445791.597448 + Penalty 2785.488536 = -443006.108912
  nChanged 42
		SP:Iteration 34Q (84645.040000 sec): 3 clusters
  Score: Raw -445811.449286 + Penalty 2785.488536 = -443025.960749
  nChanged 44
		SP:Iteration 35Q (84645.210000 sec): 3 clusters
  Score: Raw -445828.496384 + Penalty 2785.488536 = -443043.007847
  nChanged 36
		SP:Iteration 36Q (84645.410000 sec): 3 clusters
  Score: Raw -445845.804708 + Penalty 2785.488536 = -443060.316171
  nChanged 40
		SP:Iteration 37Q (84645.570000 sec): 3 clusters
  Score: Raw -445868.430772 + Penalty 2785.488536 = -443082.942235
  nChanged 51
		SP:Iteration 38Q (84645.800000 sec): 3 clusters
  Score: Raw -445891.801749 + Penalty 2785.488536 = -443106.313212
  nChanged 38
		SP:Iteration 39Q (84645.950000 sec): 3 clusters
  Score: Raw -445908.807769 + Penalty 2785.488536 = -443123.319233
  nChanged 35
		SP:Iteration 40F (84646.160000 sec): 3 clusters
  Score: Raw -445921.757186 + Penalty 2785.488536 = -443136.268650
  nChanged 29
		SP:Iteration 41Q (84646.400000 sec): 3 clusters
  Score: Raw -445933.274706 + Penalty 2785.488536 = -443147.786170
  nChanged 27
		SP:Iteration 42Q (84646.580000 sec): 3 clusters
  Score: Raw -445941.113861 + Penalty 2785.488536 = -443155.625325
  nChanged 23
		SP:Iteration 43Q (84646.730000 sec): 3 clusters
  Score: Raw -445947.705990 + Penalty 2785.488536 = -443162.217453
  nChanged 16
		SP:Iteration 44Q (84646.900000 sec): 3 clusters
  Score: Raw -445951.911388 + Penalty 2785.488536 = -443166.422852
  nChanged 10
		SP:Iteration 45Q (84647.120000 sec): 3 clusters
  Score: Raw -445953.728645 + Penalty 2785.488536 = -443168.240109
  nChanged 7
		SP:Iteration 46Q (84647.270000 sec): 3 clusters
  Score: Raw -445955.862483 + Penalty 2785.488536 = -443170.373947
  nChanged 11
		SP:Iteration 47Q (84647.430000 sec): 3 clusters
  Score: Raw -445961.316021 + Penalty 2785.488536 = -443175.827484
  nChanged 15
		SP:Iteration 48Q (84647.610000 sec): 3 clusters
  Score: Raw -445967.916702 + Penalty 2785.488536 = -443182.428165
  nChanged 20
		SP:Iteration 49Q (84647.830000 sec): 3 clusters
  Score: Raw -445974.716880 + Penalty 2785.488536 = -443189.228343
  nChanged 10
		SP:Iteration 50Q (84648.020000 sec): 3 clusters
  Score: Raw -445977.415748 + Penalty 2785.488536 = -443191.927211
  nChanged 9
		SP:Iteration 51Q (84648.240000 sec): 3 clusters
  Score: Raw -445979.062776 + Penalty 2785.488536 = -443193.574239
  nChanged 6
		SP:Iteration 52Q (84648.450000 sec): 3 clusters
  Score: Raw -445980.261002 + Penalty 2785.488536 = -443194.772465
  nChanged 6
		SP:Iteration 53Q (84648.620000 sec): 3 clusters
  Score: Raw -445981.758670 + Penalty 2785.488536 = -443196.270134
  nChanged 4
		SP:Iteration 54Q (84648.830000 sec): 3 clusters
  Score: Raw -445982.832822 + Penalty 2785.488536 = -443197.344285
  nChanged 4
		SP:Iteration 55Q (84649.070000 sec): 3 clusters
  Score: Raw -445983.907634 + Penalty 2785.488536 = -443198.419098
  nChanged 2
		SP:Iteration 56Q (84649.320000 sec): 3 clusters
  Score: Raw -445984.201119 + Penalty 2785.488536 = -443198.712582
  nChanged 1
		SP:Iteration 57Q (84649.530000 sec): 3 clusters
  Score: Raw -445984.429869 + Penalty 2785.488536 = -443198.941333
  nChanged 1
		SP:Iteration 58Q (84649.740000 sec): 3 clusters
  Score: Raw -445984.488377 + Penalty 2785.488536 = -443198.999840
  nChanged 0
		SP:Iteration 59F (84649.950000 sec): 3 clusters
  Score: Raw -445984.488377 + Penalty 2785.488536 = -443198.999840
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 4 (4418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84650.080000 sec): 2 clusters
  Score: Raw -373103.966836 + Penalty 1363.934387 = -371740.032449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84650.340000 sec): 3 clusters
  Score: Raw -370867.007826 + Penalty 2727.868775 = -368139.139051
  nChanged 1774
		SP:Iteration 1F (84650.580000 sec): 3 clusters
  Score: Raw -371788.316159 + Penalty 2727.868775 = -369060.447384
  nChanged 329
		SP:Iteration 2F (84650.790000 sec): 3 clusters
  Score: Raw -371965.965811 + Penalty 2727.868775 = -369238.097036
  nChanged 234
		SP:Iteration 3F (84651.020000 sec): 3 clusters
  Score: Raw -372097.179158 + Penalty 2727.868775 = -369369.310383
  nChanged 212
		SP:Iteration 4Q (84651.240000 sec): 3 clusters
  Score: Raw -372219.931267 + Penalty 2727.868775 = -369492.062493
  nChanged 186
		SP:Iteration 5Q (84651.500000 sec): 3 clusters
  Score: Raw -372329.173390 + Penalty 2727.868775 = -369601.304615
  nChanged 186
		SP:Iteration 6Q (84651.690000 sec): 3 clusters
  Score: Raw -372437.574839 + Penalty 2727.868775 = -369709.706064
  nChanged 159
		SP:Iteration 7Q (84651.940000 sec): 3 clusters
  Score: Raw -372535.032753 + Penalty 2727.868775 = -369807.163978
  nChanged 178
		SP:Iteration 8Q (84652.090000 sec): 3 clusters
  Score: Raw -372649.225412 + Penalty 2727.868775 = -369921.356637
  nChanged 162
		SP:Iteration 9Q (84652.300000 sec): 3 clusters
  Score: Raw -372740.444346 + Penalty 2727.868775 = -370012.575571
  nChanged 127
		SP:Iteration 10Q (84652.580000 sec): 3 clusters
  Score: Raw -372804.325907 + Penalty 2727.868775 = -370076.457132
  nChanged 120
		SP:Iteration 11Q (84652.810000 sec): 3 clusters
  Score: Raw -372855.345697 + Penalty 2727.868775 = -370127.476922
  nChanged 95
		SP:Iteration 12Q (84653.000000 sec): 3 clusters
  Score: Raw -372896.667132 + Penalty 2727.868775 = -370168.798357
  nChanged 82
		SP:Iteration 13Q (84653.240000 sec): 3 clusters
  Score: Raw -372924.083948 + Penalty 2727.868775 = -370196.215174
  nChanged 60
		SP:Iteration 14Q (84653.450000 sec): 3 clusters
  Score: Raw -372948.786538 + Penalty 2727.868775 = -370220.917764
  nChanged 57
		SP:Iteration 15Q (84653.670000 sec): 3 clusters
  Score: Raw -372969.953232 + Penalty 2727.868775 = -370242.084457
  nChanged 55
		SP:Iteration 16Q (84653.880000 sec): 3 clusters
  Score: Raw -372989.982185 + Penalty 2727.868775 = -370262.113410
  nChanged 49
		SP:Iteration 17Q (84654.120000 sec): 3 clusters
  Score: Raw -373006.358306 + Penalty 2727.868775 = -370278.489531
  nChanged 39
		SP:Iteration 18Q (84654.270000 sec): 3 clusters
  Score: Raw -373021.110360 + Penalty 2727.868775 = -370293.241586
  nChanged 55
		SP:Iteration 19Q (84654.480000 sec): 3 clusters
  Score: Raw -373041.693367 + Penalty 2727.868775 = -370313.824592
  nChanged 56
		SP:Iteration 20F (84654.680000 sec): 3 clusters
  Score: Raw -373062.046402 + Penalty 2727.868775 = -370334.177627
  nChanged 51
		SP:Iteration 21Q (84654.910000 sec): 3 clusters
  Score: Raw -373082.639190 + Penalty 2727.868775 = -370354.770415
  nChanged 53
		SP:Iteration 22Q (84655.180000 sec): 3 clusters
  Score: Raw -373102.895280 + Penalty 2727.868775 = -370375.026506
  nChanged 45
		SP:Iteration 23Q (84655.360000 sec): 3 clusters
  Score: Raw -373121.847437 + Penalty 2727.868775 = -370393.978662
  nChanged 43
		SP:Iteration 24Q (84655.600000 sec): 3 clusters
  Score: Raw -373138.903253 + Penalty 2727.868775 = -370411.034478
  nChanged 43
		SP:Iteration 25Q (84655.800000 sec): 3 clusters
  Score: Raw -373154.182648 + Penalty 2727.868775 = -370426.313873
  nChanged 35
		SP:Iteration 26Q (84655.960000 sec): 3 clusters
  Score: Raw -373168.908338 + Penalty 2727.868775 = -370441.039563
  nChanged 33
		SP:Iteration 27Q (84656.140000 sec): 3 clusters
  Score: Raw -373183.726434 + Penalty 2727.868775 = -370455.857660
  nChanged 36
		SP:Iteration 28Q (84656.330000 sec): 3 clusters
  Score: Raw -373200.888756 + Penalty 2727.868775 = -370473.019982
  nChanged 39
		SP:Iteration 29Q (84656.500000 sec): 3 clusters
  Score: Raw -373216.795781 + Penalty 2727.868775 = -370488.927006
  nChanged 30
		SP:Iteration 30Q (84656.710000 sec): 3 clusters
  Score: Raw -373227.372799 + Penalty 2727.868775 = -370499.504025
  nChanged 29
		SP:Iteration 31Q (84656.970000 sec): 3 clusters
  Score: Raw -373242.147033 + Penalty 2727.868775 = -370514.278258
  nChanged 26
		SP:Iteration 32Q (84657.140000 sec): 3 clusters
  Score: Raw -373254.519105 + Penalty 2727.868775 = -370526.650330
  nChanged 26
		SP:Iteration 33Q (84657.380000 sec): 3 clusters
  Score: Raw -373266.095115 + Penalty 2727.868775 = -370538.226340
  nChanged 28
		SP:Iteration 34Q (84657.660000 sec): 3 clusters
  Score: Raw -373280.845193 + Penalty 2727.868775 = -370552.976418
  nChanged 29
		SP:Iteration 35Q (84657.850000 sec): 3 clusters
  Score: Raw -373293.331227 + Penalty 2727.868775 = -370565.462452
  nChanged 27
		SP:Iteration 36Q (84658.080000 sec): 3 clusters
  Score: Raw -373307.463398 + Penalty 2727.868775 = -370579.594623
  nChanged 25
		SP:Iteration 37Q (84658.290000 sec): 3 clusters
  Score: Raw -373325.518270 + Penalty 2727.868775 = -370597.649495
  nChanged 29
		SP:Iteration 38Q (84658.500000 sec): 3 clusters
  Score: Raw -373343.950100 + Penalty 2727.868775 = -370616.081326
  nChanged 23
		SP:Iteration 39Q (84658.710000 sec): 3 clusters
  Score: Raw -373357.421200 + Penalty 2727.868775 = -370629.552425
  nChanged 23
		SP:Iteration 40F (84658.910000 sec): 3 clusters
  Score: Raw -373373.777678 + Penalty 2727.868775 = -370645.908903
  nChanged 15
		SP:Iteration 41Q (84659.120000 sec): 3 clusters
  Score: Raw -373382.248360 + Penalty 2727.868775 = -370654.379586
  nChanged 11
		SP:Iteration 42Q (84659.370000 sec): 3 clusters
  Score: Raw -373388.150592 + Penalty 2727.868775 = -370660.281818
  nChanged 12
		SP:Iteration 43Q (84659.570000 sec): 3 clusters
  Score: Raw -373393.839193 + Penalty 2727.868775 = -370665.970418
  nChanged 10
		SP:Iteration 44Q (84659.820000 sec): 3 clusters
  Score: Raw -373400.252933 + Penalty 2727.868775 = -370672.384159
  nChanged 8
		SP:Iteration 45Q (84659.950000 sec): 3 clusters
  Score: Raw -373404.536465 + Penalty 2727.868775 = -370676.667690
  nChanged 11
		SP:Iteration 46Q (84660.210000 sec): 3 clusters
  Score: Raw -373412.136888 + Penalty 2727.868775 = -370684.268113
  nChanged 12
		SP:Iteration 47Q (84660.420000 sec): 3 clusters
  Score: Raw -373418.328023 + Penalty 2727.868775 = -370690.459248
  nChanged 7
		SP:Iteration 48Q (84660.600000 sec): 3 clusters
  Score: Raw -373422.325288 + Penalty 2727.868775 = -370694.456514
  nChanged 6
		SP:Iteration 49Q (84660.800000 sec): 3 clusters
  Score: Raw -373424.740349 + Penalty 2727.868775 = -370696.871574
  nChanged 5
		SP:Iteration 50Q (84660.990000 sec): 3 clusters
  Score: Raw -373427.728279 + Penalty 2727.868775 = -370699.859504
  nChanged 7
		SP:Iteration 51Q (84661.180000 sec): 3 clusters
  Score: Raw -373432.364447 + Penalty 2727.868775 = -370704.495672
  nChanged 6
		SP:Iteration 52Q (84661.310000 sec): 3 clusters
  Score: Raw -373435.947633 + Penalty 2727.868775 = -370708.078858
  nChanged 5
		SP:Iteration 53Q (84661.460000 sec): 3 clusters
  Score: Raw -373439.104338 + Penalty 2727.868775 = -370711.235563
  nChanged 4
		SP:Iteration 54Q (84661.640000 sec): 3 clusters
  Score: Raw -373442.101061 + Penalty 2727.868775 = -370714.232286
  nChanged 3
		SP:Iteration 55Q (84661.770000 sec): 3 clusters
  Score: Raw -373444.202625 + Penalty 2727.868775 = -370716.333850
  nChanged 4
		SP:Iteration 56Q (84661.890000 sec): 3 clusters
  Score: Raw -373449.141776 + Penalty 2727.868775 = -370721.273002
  nChanged 5
		SP:Iteration 57Q (84662.080000 sec): 3 clusters
  Score: Raw -373453.335793 + Penalty 2727.868775 = -370725.467018
  nChanged 2
		SP:Iteration 58Q (84662.200000 sec): 3 clusters
  Score: Raw -373454.311154 + Penalty 2727.868775 = -370726.442379
  nChanged 2
		SP:Iteration 59Q (84662.330000 sec): 3 clusters
  Score: Raw -373455.613666 + Penalty 2727.868775 = -370727.744891
  nChanged 1
		SP:Iteration 60F (84662.460000 sec): 3 clusters
  Score: Raw -373456.602659 + Penalty 2727.868775 = -370728.733885
  nChanged 2
		SP:Iteration 61Q (84662.640000 sec): 3 clusters
  Score: Raw -373457.565072 + Penalty 2727.868775 = -370729.696297
  nChanged 0
		SP:Iteration 62F (84662.790000 sec): 3 clusters
  Score: Raw -373457.565072 + Penalty 2727.868775 = -370729.696297
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 5 (6842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84662.970000 sec): 2 clusters
  Score: Raw -566170.209528 + Penalty 1435.010747 = -564735.198782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84663.220000 sec): 3 clusters
  Score: Raw -562493.346736 + Penalty 2870.021494 = -559623.325242
  nChanged 2862
		SP:Iteration 1F (84663.510000 sec): 3 clusters
  Score: Raw -564060.129836 + Penalty 2870.021494 = -561190.108342
  nChanged 428
		SP:Iteration 2F (84663.790000 sec): 3 clusters
  Score: Raw -564264.980838 + Penalty 2870.021494 = -561394.959344
  nChanged 356
		SP:Iteration 3F (84663.980000 sec): 3 clusters
  Score: Raw -564431.668870 + Penalty 2870.021494 = -561561.647376
  nChanged 272
		SP:Iteration 4Q (84664.180000 sec): 3 clusters
  Score: Raw -564555.891682 + Penalty 2870.021494 = -561685.870188
  nChanged 257
		SP:Iteration 5Q (84664.380000 sec): 3 clusters
  Score: Raw -564668.578665 + Penalty 2870.021494 = -561798.557171
  nChanged 225
		SP:Iteration 6Q (84664.640000 sec): 3 clusters
  Score: Raw -564776.449184 + Penalty 2870.021494 = -561906.427691
  nChanged 230
		SP:Iteration 7Q (84664.850000 sec): 3 clusters
  Score: Raw -564869.657307 + Penalty 2870.021494 = -561999.635813
  nChanged 187
		SP:Iteration 8Q (84665.060000 sec): 3 clusters
  Score: Raw -564960.319589 + Penalty 2870.021494 = -562090.298095
  nChanged 176
		SP:Iteration 9Q (84665.260000 sec): 3 clusters
  Score: Raw -565040.084760 + Penalty 2870.021494 = -562170.063266
  nChanged 161
		SP:Iteration 10Q (84665.460000 sec): 3 clusters
  Score: Raw -565101.865739 + Penalty 2870.021494 = -562231.844245
  nChanged 160
		SP:Iteration 11Q (84665.650000 sec): 3 clusters
  Score: Raw -565181.851423 + Penalty 2870.021494 = -562311.829929
  nChanged 187
		SP:Iteration 12Q (84665.860000 sec): 3 clusters
  Score: Raw -565267.349832 + Penalty 2870.021494 = -562397.328338
  nChanged 167
		SP:Iteration 13Q (84666.100000 sec): 3 clusters
  Score: Raw -565357.995276 + Penalty 2870.021494 = -562487.973782
  nChanged 168
		SP:Iteration 14Q (84666.290000 sec): 3 clusters
  Score: Raw -565434.964497 + Penalty 2870.021494 = -562564.943003
  nChanged 152
		SP:Iteration 15Q (84666.500000 sec): 3 clusters
  Score: Raw -565518.011131 + Penalty 2870.021494 = -562647.989637
  nChanged 150
		SP:Iteration 16Q (84666.720000 sec): 3 clusters
  Score: Raw -565581.578916 + Penalty 2870.021494 = -562711.557422
  nChanged 120
		SP:Iteration 17Q (84666.900000 sec): 3 clusters
  Score: Raw -565631.085892 + Penalty 2870.021494 = -562761.064398
  nChanged 129
		SP:Iteration 18Q (84667.100000 sec): 3 clusters
  Score: Raw -565687.153579 + Penalty 2870.021494 = -562817.132085
  nChanged 117
		SP:Iteration 19Q (84667.280000 sec): 3 clusters
  Score: Raw -565737.202843 + Penalty 2870.021494 = -562867.181349
  nChanged 97
		SP:Iteration 20F (84667.500000 sec): 3 clusters
  Score: Raw -565780.343202 + Penalty 2870.021494 = -562910.321708
  nChanged 94
		SP:Iteration 21Q (84667.710000 sec): 3 clusters
  Score: Raw -565823.007368 + Penalty 2870.021494 = -562952.985874
  nChanged 88
		SP:Iteration 22Q (84667.950000 sec): 3 clusters
  Score: Raw -565874.179298 + Penalty 2870.021494 = -563004.157805
  nChanged 102
		SP:Iteration 23Q (84668.210000 sec): 3 clusters
  Score: Raw -565936.163490 + Penalty 2870.021494 = -563066.141997
  nChanged 104
		SP:Iteration 24Q (84668.430000 sec): 3 clusters
  Score: Raw -565999.608761 + Penalty 2870.021494 = -563129.587267
  nChanged 102
		SP:Iteration 25Q (84668.640000 sec): 3 clusters
  Score: Raw -566059.367020 + Penalty 2870.021494 = -563189.345526
  nChanged 82
		SP:Iteration 26Q (84668.870000 sec): 3 clusters
  Score: Raw -566105.304494 + Penalty 2870.021494 = -563235.283000
  nChanged 71
		SP:Iteration 27Q (84669.170000 sec): 3 clusters
  Score: Raw -566145.717128 + Penalty 2870.021494 = -563275.695634
  nChanged 75
		SP:Iteration 28Q (84669.450000 sec): 3 clusters
  Score: Raw -566188.961431 + Penalty 2870.021494 = -563318.939937
  nChanged 55
		SP:Iteration 29Q (84669.710000 sec): 3 clusters
  Score: Raw -566221.853403 + Penalty 2870.021494 = -563351.831909
  nChanged 48
		SP:Iteration 30Q (84670.020000 sec): 3 clusters
  Score: Raw -566251.593796 + Penalty 2870.021494 = -563381.572302
  nChanged 43
		SP:Iteration 31Q (84670.270000 sec): 3 clusters
  Score: Raw -566280.042197 + Penalty 2870.021494 = -563410.020703
  nChanged 42
		SP:Iteration 32Q (84670.490000 sec): 3 clusters
  Score: Raw -566308.635733 + Penalty 2870.021494 = -563438.614239
  nChanged 31
		SP:Iteration 33Q (84670.690000 sec): 3 clusters
  Score: Raw -566325.197717 + Penalty 2870.021494 = -563455.176223
  nChanged 20
		SP:Iteration 34Q (84670.890000 sec): 3 clusters
  Score: Raw -566337.317403 + Penalty 2870.021494 = -563467.295909
  nChanged 13
		SP:Iteration 35Q (84671.140000 sec): 3 clusters
  Score: Raw -566342.890830 + Penalty 2870.021494 = -563472.869336
  nChanged 9
		SP:Iteration 36Q (84671.410000 sec): 3 clusters
  Score: Raw -566347.018407 + Penalty 2870.021494 = -563476.996913
  nChanged 5
		SP:Iteration 37Q (84671.660000 sec): 3 clusters
  Score: Raw -566348.931996 + Penalty 2870.021494 = -563478.910503
  nChanged 3
		SP:Iteration 38Q (84671.900000 sec): 3 clusters
  Score: Raw -566349.897237 + Penalty 2870.021494 = -563479.875743
  nChanged 2
		SP:Iteration 39Q (84672.110000 sec): 3 clusters
  Score: Raw -566351.100675 + Penalty 2870.021494 = -563481.079181
  nChanged 5
		SP:Iteration 40F (84672.330000 sec): 3 clusters
  Score: Raw -566353.937755 + Penalty 2870.021494 = -563483.916261
  nChanged 5
		SP:Iteration 41Q (84672.560000 sec): 3 clusters
  Score: Raw -566356.044756 + Penalty 2870.021494 = -563486.023262
  nChanged 4
		SP:Iteration 42Q (84672.800000 sec): 3 clusters
  Score: Raw -566359.775605 + Penalty 2870.021494 = -563489.754111
  nChanged 5
		SP:Iteration 43Q (84673.060000 sec): 3 clusters
  Score: Raw -566362.756975 + Penalty 2870.021494 = -563492.735482
  nChanged 6
		SP:Iteration 44Q (84673.260000 sec): 3 clusters
  Score: Raw -566365.232001 + Penalty 2870.021494 = -563495.210507
  nChanged 3
		SP:Iteration 45Q (84673.500000 sec): 3 clusters
  Score: Raw -566366.440649 + Penalty 2870.021494 = -563496.419155
  nChanged 5
		SP:Iteration 46Q (84673.700000 sec): 3 clusters
  Score: Raw -566368.654437 + Penalty 2870.021494 = -563498.632943
  nChanged 6
		SP:Iteration 47Q (84673.890000 sec): 3 clusters
  Score: Raw -566371.702032 + Penalty 2870.021494 = -563501.680538
  nChanged 7
		SP:Iteration 48Q (84674.050000 sec): 3 clusters
  Score: Raw -566375.118521 + Penalty 2870.021494 = -563505.097028
  nChanged 5
		SP:Iteration 49Q (84674.240000 sec): 3 clusters
  Score: Raw -566378.523006 + Penalty 2870.021494 = -563508.501512
  nChanged 6
		SP:Iteration 50Q (84674.410000 sec): 3 clusters
  Score: Raw -566382.070885 + Penalty 2870.021494 = -563512.049391
  nChanged 3
		SP:Iteration 51Q (84674.600000 sec): 3 clusters
  Score: Raw -566383.129656 + Penalty 2870.021494 = -563513.108162
  nChanged 3
		SP:Iteration 52Q (84674.780000 sec): 3 clusters
  Score: Raw -566384.951451 + Penalty 2870.021494 = -563514.929958
  nChanged 4
		SP:Iteration 53Q (84674.960000 sec): 3 clusters
  Score: Raw -566386.520456 + Penalty 2870.021494 = -563516.498963
  nChanged 1
		SP:Iteration 54Q (84675.200000 sec): 3 clusters
  Score: Raw -566386.813108 + Penalty 2870.021494 = -563516.791614
  nChanged 0
		SP:Iteration 55F (84675.430000 sec): 3 clusters
  Score: Raw -566386.813108 + Penalty 2870.021494 = -563516.791614
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 6 (3744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84675.500000 sec): 2 clusters
  Score: Raw -330298.963894 + Penalty 1337.035349 = -328961.928545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84675.700000 sec): 3 clusters
  Score: Raw -328415.077162 + Penalty 2674.070697 = -325741.006465
  nChanged 1489
		SP:Iteration 1F (84675.880000 sec): 3 clusters
  Score: Raw -329289.324195 + Penalty 2674.070697 = -326615.253498
  nChanged 320
		SP:Iteration 2F (84676.100000 sec): 3 clusters
  Score: Raw -329554.672992 + Penalty 2674.070697 = -326880.602295
  nChanged 284
		SP:Iteration 3F (84676.310000 sec): 3 clusters
  Score: Raw -329844.449731 + Penalty 2674.070697 = -327170.379034
  nChanged 285
		SP:Iteration 4F (84676.540000 sec): 3 clusters
  Score: Raw -330132.184801 + Penalty 2674.070697 = -327458.114104
  nChanged 261
		SP:Iteration 5F (84676.700000 sec): 3 clusters
  Score: Raw -330352.620404 + Penalty 2674.070697 = -327678.549707
  nChanged 181
		SP:Iteration 6Q (84676.840000 sec): 3 clusters
  Score: Raw -330491.627996 + Penalty 2674.070697 = -327817.557299
  nChanged 136
		SP:Iteration 7Q (84677.040000 sec): 3 clusters
  Score: Raw -330578.955499 + Penalty 2674.070697 = -327904.884802
  nChanged 97
		SP:Iteration 8Q (84677.270000 sec): 3 clusters
  Score: Raw -330626.731771 + Penalty 2674.070697 = -327952.661074
  nChanged 61
		SP:Iteration 9Q (84677.430000 sec): 3 clusters
  Score: Raw -330652.358330 + Penalty 2674.070697 = -327978.287633
  nChanged 39
		SP:Iteration 10Q (84677.600000 sec): 3 clusters
  Score: Raw -330669.019686 + Penalty 2674.070697 = -327994.948989
  nChanged 27
		SP:Iteration 11Q (84677.780000 sec): 3 clusters
  Score: Raw -330676.640010 + Penalty 2674.070697 = -328002.569313
  nChanged 13
		SP:Iteration 12Q (84677.920000 sec): 3 clusters
  Score: Raw -330680.935555 + Penalty 2674.070697 = -328006.864857
  nChanged 9
		SP:Iteration 13Q (84678.120000 sec): 3 clusters
  Score: Raw -330683.513526 + Penalty 2674.070697 = -328009.442829
  nChanged 5
		SP:Iteration 14Q (84678.280000 sec): 3 clusters
  Score: Raw -330685.054589 + Penalty 2674.070697 = -328010.983892
  nChanged 4
		SP:Iteration 15Q (84678.460000 sec): 3 clusters
  Score: Raw -330686.709742 + Penalty 2674.070697 = -328012.639044
  nChanged 8
		SP:Iteration 16Q (84678.640000 sec): 3 clusters
  Score: Raw -330688.835113 + Penalty 2674.070697 = -328014.764416
  nChanged 5
		SP:Iteration 17Q (84678.830000 sec): 3 clusters
  Score: Raw -330690.689466 + Penalty 2674.070697 = -328016.618769
  nChanged 6
		SP:Iteration 18Q (84678.990000 sec): 3 clusters
  Score: Raw -330691.686273 + Penalty 2674.070697 = -328017.615576
  nChanged 0
		SP:Iteration 19F (84679.140000 sec): 3 clusters
  Score: Raw -330691.686273 + Penalty 2674.070697 = -328017.615576
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 7 (6791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84679.320000 sec): 2 clusters
  Score: Raw -645764.732711 + Penalty 1433.794941 = -644330.937770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84679.580000 sec): 3 clusters
  Score: Raw -642073.698628 + Penalty 2867.589883 = -639206.108746
  nChanged 2794
		SP:Iteration 1F (84679.760000 sec): 3 clusters
  Score: Raw -643555.164994 + Penalty 2867.589883 = -640687.575111
  nChanged 408
		SP:Iteration 2F (84680.030000 sec): 3 clusters
  Score: Raw -643724.313130 + Penalty 2867.589883 = -640856.723247
  nChanged 311
		SP:Iteration 3Q (84680.200000 sec): 3 clusters
  Score: Raw -643843.630985 + Penalty 2867.589883 = -640976.041103
  nChanged 240
		SP:Iteration 4Q (84680.450000 sec): 3 clusters
  Score: Raw -643919.829239 + Penalty 2867.589883 = -641052.239356
  nChanged 159
		SP:Iteration 5Q (84680.720000 sec): 3 clusters
  Score: Raw -643963.866315 + Penalty 2867.589883 = -641096.276433
  nChanged 128
		SP:Iteration 6Q (84680.920000 sec): 3 clusters
  Score: Raw -644002.030298 + Penalty 2867.589883 = -641134.440416
  nChanged 125
		SP:Iteration 7Q (84681.140000 sec): 3 clusters
  Score: Raw -644038.140425 + Penalty 2867.589883 = -641170.550543
  nChanged 104
		SP:Iteration 8Q (84681.340000 sec): 3 clusters
  Score: Raw -644068.909904 + Penalty 2867.589883 = -641201.320021
  nChanged 101
		SP:Iteration 9Q (84681.550000 sec): 3 clusters
  Score: Raw -644099.508934 + Penalty 2867.589883 = -641231.919052
  nChanged 116
		SP:Iteration 10Q (84681.800000 sec): 3 clusters
  Score: Raw -644133.292384 + Penalty 2867.589883 = -641265.702501
  nChanged 107
		SP:Iteration 11Q (84682.030000 sec): 3 clusters
  Score: Raw -644166.342778 + Penalty 2867.589883 = -641298.752895
  nChanged 117
		SP:Iteration 12Q (84682.260000 sec): 3 clusters
  Score: Raw -644204.816445 + Penalty 2867.589883 = -641337.226563
  nChanged 113
		SP:Iteration 13Q (84682.490000 sec): 3 clusters
  Score: Raw -644241.269033 + Penalty 2867.589883 = -641373.679151
  nChanged 122
		SP:Iteration 14Q (84682.790000 sec): 3 clusters
  Score: Raw -644283.546865 + Penalty 2867.589883 = -641415.956982
  nChanged 130
		SP:Iteration 15Q (84682.960000 sec): 3 clusters
  Score: Raw -644336.757779 + Penalty 2867.589883 = -641469.167896
  nChanged 148
		SP:Iteration 16Q (84683.150000 sec): 3 clusters
  Score: Raw -644416.063359 + Penalty 2867.589883 = -641548.473476
  nChanged 186
		SP:Iteration 17Q (84683.340000 sec): 3 clusters
  Score: Raw -644529.605562 + Penalty 2867.589883 = -641662.015679
  nChanged 215
		SP:Iteration 18Q (84683.500000 sec): 3 clusters
  Score: Raw -644679.351615 + Penalty 2867.589883 = -641811.761732
  nChanged 232
		SP:Iteration 19Q (84683.670000 sec): 3 clusters
  Score: Raw -644836.173044 + Penalty 2867.589883 = -641968.583162
  nChanged 215
		SP:Iteration 20F (84683.850000 sec): 3 clusters
  Score: Raw -644979.113217 + Penalty 2867.589883 = -642111.523334
  nChanged 195
		SP:Iteration 21Q (84684.070000 sec): 3 clusters
  Score: Raw -645113.422497 + Penalty 2867.589883 = -642245.832614
  nChanged 182
		SP:Iteration 22Q (84684.250000 sec): 3 clusters
  Score: Raw -645227.852217 + Penalty 2867.589883 = -642360.262335
  nChanged 160
		SP:Iteration 23Q (84684.430000 sec): 3 clusters
  Score: Raw -645332.054311 + Penalty 2867.589883 = -642464.464428
  nChanged 134
		SP:Iteration 24Q (84684.620000 sec): 3 clusters
  Score: Raw -645421.624442 + Penalty 2867.589883 = -642554.034559
  nChanged 116
		SP:Iteration 25Q (84684.800000 sec): 3 clusters
  Score: Raw -645501.300215 + Penalty 2867.589883 = -642633.710333
  nChanged 93
		SP:Iteration 26Q (84684.980000 sec): 3 clusters
  Score: Raw -645572.472774 + Penalty 2867.589883 = -642704.882891
  nChanged 79
		SP:Iteration 27Q (84685.170000 sec): 3 clusters
  Score: Raw -645630.857175 + Penalty 2867.589883 = -642763.267293
  nChanged 70
		SP:Iteration 28Q (84685.350000 sec): 3 clusters
  Score: Raw -645676.476883 + Penalty 2867.589883 = -642808.887001
  nChanged 62
		SP:Iteration 29Q (84685.490000 sec): 3 clusters
  Score: Raw -645726.251778 + Penalty 2867.589883 = -642858.661895
  nChanged 45
		SP:Iteration 30Q (84685.630000 sec): 3 clusters
  Score: Raw -645761.675450 + Penalty 2867.589883 = -642894.085567
  nChanged 35
		SP:Iteration 31Q (84685.820000 sec): 3 clusters
  Score: Raw -645789.900770 + Penalty 2867.589883 = -642922.310887
  nChanged 28
		SP:Iteration 32Q (84685.960000 sec): 3 clusters
  Score: Raw -645813.840836 + Penalty 2867.589883 = -642946.250953
  nChanged 23
		SP:Iteration 33Q (84686.150000 sec): 3 clusters
  Score: Raw -645833.270860 + Penalty 2867.589883 = -642965.680977
  nChanged 27
		SP:Iteration 34Q (84686.330000 sec): 3 clusters
  Score: Raw -645856.825165 + Penalty 2867.589883 = -642989.235282
  nChanged 30
		SP:Iteration 35Q (84686.470000 sec): 3 clusters
  Score: Raw -645882.119924 + Penalty 2867.589883 = -643014.530041
  nChanged 15
		SP:Iteration 36Q (84686.610000 sec): 3 clusters
  Score: Raw -645893.079640 + Penalty 2867.589883 = -643025.489757
  nChanged 10
		SP:Iteration 37Q (84686.760000 sec): 3 clusters
  Score: Raw -645902.482778 + Penalty 2867.589883 = -643034.892895
  nChanged 12
		SP:Iteration 38Q (84686.900000 sec): 3 clusters
  Score: Raw -645910.027798 + Penalty 2867.589883 = -643042.437916
  nChanged 7
		SP:Iteration 39Q (84687.090000 sec): 3 clusters
  Score: Raw -645914.253637 + Penalty 2867.589883 = -643046.663754
  nChanged 3
		SP:Iteration 40F (84687.270000 sec): 3 clusters
  Score: Raw -645916.372994 + Penalty 2867.589883 = -643048.783111
  nChanged 3
		SP:Iteration 41Q (84687.480000 sec): 3 clusters
  Score: Raw -645918.567548 + Penalty 2867.589883 = -643050.977665
  nChanged 5
		SP:Iteration 42Q (84687.610000 sec): 3 clusters
  Score: Raw -645922.973079 + Penalty 2867.589883 = -643055.383196
  nChanged 5
		SP:Iteration 43Q (84687.780000 sec): 3 clusters
  Score: Raw -645927.920584 + Penalty 2867.589883 = -643060.330701
  nChanged 8
		SP:Iteration 44Q (84687.950000 sec): 3 clusters
  Score: Raw -645936.285403 + Penalty 2867.589883 = -643068.695521
  nChanged 6
		SP:Iteration 45Q (84688.080000 sec): 3 clusters
  Score: Raw -645942.829439 + Penalty 2867.589883 = -643075.239556
  nChanged 7
		SP:Iteration 46Q (84688.220000 sec): 3 clusters
  Score: Raw -645949.767380 + Penalty 2867.589883 = -643082.177497
  nChanged 8
		SP:Iteration 47Q (84688.350000 sec): 3 clusters
  Score: Raw -645956.797163 + Penalty 2867.589883 = -643089.207280
  nChanged 8
		SP:Iteration 48Q (84688.480000 sec): 3 clusters
  Score: Raw -645967.095271 + Penalty 2867.589883 = -643099.505388
  nChanged 10
		SP:Iteration 49Q (84688.650000 sec): 3 clusters
  Score: Raw -645976.152519 + Penalty 2867.589883 = -643108.562637
  nChanged 3
		SP:Iteration 50Q (84688.780000 sec): 3 clusters
  Score: Raw -645979.121066 + Penalty 2867.589883 = -643111.531183
  nChanged 2
		SP:Iteration 51Q (84688.920000 sec): 3 clusters
  Score: Raw -645982.063788 + Penalty 2867.589883 = -643114.473905
  nChanged 3
		SP:Iteration 52Q (84689.050000 sec): 3 clusters
  Score: Raw -645985.842985 + Penalty 2867.589883 = -643118.253103
  nChanged 5
		SP:Iteration 53Q (84689.220000 sec): 3 clusters
  Score: Raw -645991.148883 + Penalty 2867.589883 = -643123.559000
  nChanged 2
		SP:Iteration 54Q (84689.390000 sec): 3 clusters
  Score: Raw -645992.399774 + Penalty 2867.589883 = -643124.809891
  nChanged 2
		SP:Iteration 55Q (84689.550000 sec): 3 clusters
  Score: Raw -645994.554267 + Penalty 2867.589883 = -643126.964385
  nChanged 0
		SP:Iteration 56F (84689.720000 sec): 3 clusters
  Score: Raw -645994.554267 + Penalty 2867.589883 = -643126.964385
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 8 (13739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84689.870000 sec): 2 clusters
  Score: Raw -1173307.249307 + Penalty 1548.298990 = -1171758.950317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84690.090000 sec): 3 clusters
  Score: Raw -1165183.444795 + Penalty 3096.597979 = -1162086.846816
  nChanged 6135
		SP:Iteration 1F (84690.310000 sec): 3 clusters
  Score: Raw -1168456.265611 + Penalty 3096.597979 = -1165359.667632
  nChanged 726
		SP:Iteration 2F (84690.550000 sec): 3 clusters
  Score: Raw -1168716.347435 + Penalty 3096.597979 = -1165619.749456
  nChanged 605
		SP:Iteration 3Q (84690.800000 sec): 3 clusters
  Score: Raw -1168936.813753 + Penalty 3096.597979 = -1165840.215773
  nChanged 570
		SP:Iteration 4Q (84691.050000 sec): 3 clusters
  Score: Raw -1169178.118785 + Penalty 3096.597979 = -1166081.520806
  nChanged 612
		SP:Iteration 5Q (84691.300000 sec): 3 clusters
  Score: Raw -1169463.575759 + Penalty 3096.597979 = -1166366.977780
  nChanged 670
		SP:Iteration 6Q (84691.570000 sec): 3 clusters
  Score: Raw -1169823.965895 + Penalty 3096.597979 = -1166727.367915
  nChanged 700
		SP:Iteration 7F (84691.790000 sec): 3 clusters
  Score: Raw -1170276.843212 + Penalty 3096.597979 = -1167180.245233
  nChanged 758
		SP:Iteration 8F (84692.030000 sec): 3 clusters
  Score: Raw -1170838.119865 + Penalty 3096.597979 = -1167741.521886
  nChanged 747
		SP:Iteration 9F (84692.270000 sec): 3 clusters
  Score: Raw -1171450.280505 + Penalty 3096.597979 = -1168353.682525
  nChanged 687
		SP:Iteration 10F (84692.480000 sec): 3 clusters
  Score: Raw -1172020.008840 + Penalty 3096.597979 = -1168923.410860
  nChanged 579
		SP:Iteration 11Q (84692.720000 sec): 3 clusters
  Score: Raw -1172496.453977 + Penalty 3096.597979 = -1169399.855998
  nChanged 453
		SP:Iteration 12Q (84692.940000 sec): 3 clusters
  Score: Raw -1172883.069478 + Penalty 3096.597979 = -1169786.471498
  nChanged 352
		SP:Iteration 13Q (84693.170000 sec): 3 clusters
  Score: Raw -1173196.799533 + Penalty 3096.597979 = -1170100.201553
  nChanged 231
		SP:Iteration 14Q (84693.420000 sec): 3 clusters
  Score: Raw -1173390.343905 + Penalty 3096.597979 = -1170293.745926
  nChanged 162
		SP:Iteration 15Q (84693.690000 sec): 3 clusters
  Score: Raw -1173518.045962 + Penalty 3096.597979 = -1170421.447982
  nChanged 124
		SP:Iteration 16Q (84693.930000 sec): 3 clusters
  Score: Raw -1173612.532905 + Penalty 3096.597979 = -1170515.934926
  nChanged 97
		SP:Iteration 17Q (84694.180000 sec): 3 clusters
  Score: Raw -1173694.550776 + Penalty 3096.597979 = -1170597.952796
  nChanged 69
		SP:Iteration 18Q (84694.430000 sec): 3 clusters
  Score: Raw -1173766.071456 + Penalty 3096.597979 = -1170669.473476
  nChanged 64
		SP:Iteration 19Q (84694.670000 sec): 3 clusters
  Score: Raw -1173817.153331 + Penalty 3096.597979 = -1170720.555352
  nChanged 40
		SP:Iteration 20F (84694.890000 sec): 3 clusters
  Score: Raw -1173845.198871 + Penalty 3096.597979 = -1170748.600892
  nChanged 31
		SP:Iteration 21Q (84695.130000 sec): 3 clusters
  Score: Raw -1173864.332274 + Penalty 3096.597979 = -1170767.734295
  nChanged 17
		SP:Iteration 22Q (84695.390000 sec): 3 clusters
  Score: Raw -1173871.812629 + Penalty 3096.597979 = -1170775.214650
  nChanged 17
		SP:Iteration 23Q (84695.650000 sec): 3 clusters
  Score: Raw -1173879.878094 + Penalty 3096.597979 = -1170783.280115
  nChanged 13
		SP:Iteration 24Q (84695.880000 sec): 3 clusters
  Score: Raw -1173886.292394 + Penalty 3096.597979 = -1170789.694415
  nChanged 11
		SP:Iteration 25Q (84696.130000 sec): 3 clusters
  Score: Raw -1173890.717171 + Penalty 3096.597979 = -1170794.119192
  nChanged 6
		SP:Iteration 26Q (84696.420000 sec): 3 clusters
  Score: Raw -1173892.557696 + Penalty 3096.597979 = -1170795.959716
  nChanged 5
		SP:Iteration 27Q (84696.650000 sec): 3 clusters
  Score: Raw -1173894.550714 + Penalty 3096.597979 = -1170797.952734
  nChanged 3
		SP:Iteration 28Q (84696.890000 sec): 3 clusters
  Score: Raw -1173895.826690 + Penalty 3096.597979 = -1170799.228710
  nChanged 2
		SP:Iteration 29Q (84697.150000 sec): 3 clusters
  Score: Raw -1173897.252319 + Penalty 3096.597979 = -1170800.654339
  nChanged 3
		SP:Iteration 30Q (84697.490000 sec): 3 clusters
  Score: Raw -1173898.581415 + Penalty 3096.597979 = -1170801.983436
  nChanged 2
		SP:Iteration 31Q (84697.750000 sec): 3 clusters
  Score: Raw -1173900.416513 + Penalty 3096.597979 = -1170803.818534
  nChanged 6
		SP:Iteration 32Q (84698.020000 sec): 3 clusters
  Score: Raw -1173904.106080 + Penalty 3096.597979 = -1170807.508101
  nChanged 4
		SP:Iteration 33Q (84698.260000 sec): 3 clusters
  Score: Raw -1173905.882391 + Penalty 3096.597979 = -1170809.284412
  nChanged 1
		SP:Iteration 34Q (84698.520000 sec): 3 clusters
  Score: Raw -1173906.821410 + Penalty 3096.597979 = -1170810.223431
  nChanged 1
		SP:Iteration 35Q (84698.770000 sec): 3 clusters
  Score: Raw -1173907.147503 + Penalty 3096.597979 = -1170810.549523
  nChanged 0
		SP:Iteration 36F (84699.040000 sec): 3 clusters
  Score: Raw -1173907.147503 + Penalty 3096.597979 = -1170810.549523
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 9 (23432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84699.280000 sec): 2 clusters
  Score: Raw -2049595.711657 + Penalty 1635.051907 = -2047960.659751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84699.590000 sec): 3 clusters
  Score: Raw -2035345.378605 + Penalty 3270.103814 = -2032075.274791
  nChanged 10675
		SP:Iteration 1F (84699.850000 sec): 3 clusters
  Score: Raw -2041210.816384 + Penalty 3270.103814 = -2037940.712570
  nChanged 1110
		SP:Iteration 2Q (84700.170000 sec): 3 clusters
  Score: Raw -2041584.798191 + Penalty 3270.103814 = -2038314.694377
  nChanged 1006
		SP:Iteration 3Q (84700.470000 sec): 3 clusters
  Score: Raw -2041942.116710 + Penalty 3270.103814 = -2038672.012896
  nChanged 1020
		SP:Iteration 4Q (84700.820000 sec): 3 clusters
  Score: Raw -2042327.882068 + Penalty 3270.103814 = -2039057.778255
  nChanged 1000
		SP:Iteration 5Q (84701.140000 sec): 3 clusters
  Score: Raw -2042735.000915 + Penalty 3270.103814 = -2039464.897102
  nChanged 1065
		SP:Iteration 6Q (84701.500000 sec): 3 clusters
  Score: Raw -2043236.523610 + Penalty 3270.103814 = -2039966.419796
  nChanged 1165
		SP:Iteration 7Q (84701.800000 sec): 3 clusters
  Score: Raw -2043858.380661 + Penalty 3270.103814 = -2040588.276847
  nChanged 1368
		SP:Iteration 8F (84702.150000 sec): 3 clusters
  Score: Raw -2044703.647671 + Penalty 3270.103814 = -2041433.543858
  nChanged 1476
		SP:Iteration 9F (84702.420000 sec): 3 clusters
  Score: Raw -2045751.956407 + Penalty 3270.103814 = -2042481.852593
  nChanged 1396
		SP:Iteration 10F (84702.770000 sec): 3 clusters
  Score: Raw -2046942.299469 + Penalty 3270.103814 = -2043672.195656
  nChanged 1218
		SP:Iteration 11F (84703.140000 sec): 3 clusters
  Score: Raw -2048130.157308 + Penalty 3270.103814 = -2044860.053494
  nChanged 837
		SP:Iteration 12Q (84703.500000 sec): 3 clusters
  Score: Raw -2049070.043214 + Penalty 3270.103814 = -2045799.939400
  nChanged 563
		SP:Iteration 13Q (84703.870000 sec): 3 clusters
  Score: Raw -2049613.098592 + Penalty 3270.103814 = -2046342.994779
  nChanged 389
		SP:Iteration 14Q (84704.230000 sec): 3 clusters
  Score: Raw -2049894.196718 + Penalty 3270.103814 = -2046624.092904
  nChanged 239
		SP:Iteration 15Q (84704.530000 sec): 3 clusters
  Score: Raw -2050031.964033 + Penalty 3270.103814 = -2046761.860220
  nChanged 153
		SP:Iteration 16Q (84704.840000 sec): 3 clusters
  Score: Raw -2050090.746034 + Penalty 3270.103814 = -2046820.642220
  nChanged 94
		SP:Iteration 17Q (84705.130000 sec): 3 clusters
  Score: Raw -2050120.711662 + Penalty 3270.103814 = -2046850.607848
  nChanged 70
		SP:Iteration 18Q (84705.420000 sec): 3 clusters
  Score: Raw -2050142.589860 + Penalty 3270.103814 = -2046872.486046
  nChanged 58
		SP:Iteration 19Q (84705.810000 sec): 3 clusters
  Score: Raw -2050160.141597 + Penalty 3270.103814 = -2046890.037783
  nChanged 51
		SP:Iteration 20F (84706.130000 sec): 3 clusters
  Score: Raw -2050173.663718 + Penalty 3270.103814 = -2046903.559904
  nChanged 51
		SP:Iteration 21Q (84706.480000 sec): 3 clusters
  Score: Raw -2050185.461424 + Penalty 3270.103814 = -2046915.357610
  nChanged 40
		SP:Iteration 22Q (84706.780000 sec): 3 clusters
  Score: Raw -2050193.886831 + Penalty 3270.103814 = -2046923.783017
  nChanged 35
		SP:Iteration 23Q (84707.110000 sec): 3 clusters
  Score: Raw -2050200.348371 + Penalty 3270.103814 = -2046930.244557
  nChanged 24
		SP:Iteration 24Q (84707.450000 sec): 3 clusters
  Score: Raw -2050205.938530 + Penalty 3270.103814 = -2046935.834716
  nChanged 26
		SP:Iteration 25Q (84707.710000 sec): 3 clusters
  Score: Raw -2050212.822670 + Penalty 3270.103814 = -2046942.718857
  nChanged 26
		SP:Iteration 26Q (84708.060000 sec): 3 clusters
  Score: Raw -2050216.834024 + Penalty 3270.103814 = -2046946.730210
  nChanged 15
		SP:Iteration 27Q (84708.390000 sec): 3 clusters
  Score: Raw -2050219.289149 + Penalty 3270.103814 = -2046949.185336
  nChanged 14
		SP:Iteration 28Q (84708.730000 sec): 3 clusters
  Score: Raw -2050221.869071 + Penalty 3270.103814 = -2046951.765258
  nChanged 9
		SP:Iteration 29Q (84709.080000 sec): 3 clusters
  Score: Raw -2050223.276213 + Penalty 3270.103814 = -2046953.172399
  nChanged 8
		SP:Iteration 30Q (84709.420000 sec): 3 clusters
  Score: Raw -2050224.348571 + Penalty 3270.103814 = -2046954.244757
  nChanged 8
		SP:Iteration 31Q (84709.740000 sec): 3 clusters
  Score: Raw -2050225.662061 + Penalty 3270.103814 = -2046955.558247
  nChanged 10
		SP:Iteration 32Q (84710.030000 sec): 3 clusters
  Score: Raw -2050227.055085 + Penalty 3270.103814 = -2046956.951271
  nChanged 5
		SP:Iteration 33Q (84710.330000 sec): 3 clusters
  Score: Raw -2050227.961465 + Penalty 3270.103814 = -2046957.857651
  nChanged 5
		SP:Iteration 34Q (84710.640000 sec): 3 clusters
  Score: Raw -2050228.519415 + Penalty 3270.103814 = -2046958.415602
  nChanged 3
		SP:Iteration 35Q (84710.950000 sec): 3 clusters
  Score: Raw -2050228.962759 + Penalty 3270.103814 = -2046958.858945
  nChanged 3
		SP:Iteration 36Q (84711.310000 sec): 3 clusters
  Score: Raw -2050229.339967 + Penalty 3270.103814 = -2046959.236153
  nChanged 3
		SP:Iteration 37Q (84711.630000 sec): 3 clusters
  Score: Raw -2050229.652967 + Penalty 3270.103814 = -2046959.549154
  nChanged 3
		SP:Iteration 38Q (84711.920000 sec): 3 clusters
  Score: Raw -2050230.000668 + Penalty 3270.103814 = -2046959.896855
  nChanged 2
		SP:Iteration 39Q (84712.230000 sec): 3 clusters
  Score: Raw -2050230.235027 + Penalty 3270.103814 = -2046960.131213
  nChanged 1
		SP:Iteration 40F (84712.570000 sec): 3 clusters
  Score: Raw -2050230.310848 + Penalty 3270.103814 = -2046960.207034
  nChanged 3
		SP:Iteration 41Q (84712.810000 sec): 3 clusters
  Score: Raw -2050230.597096 + Penalty 3270.103814 = -2046960.493282
  nChanged 3
		SP:Iteration 42Q (84713.150000 sec): 3 clusters
  Score: Raw -2050230.895850 + Penalty 3270.103814 = -2046960.792036
  nChanged 4
		SP:Iteration 43Q (84713.520000 sec): 3 clusters
  Score: Raw -2050231.351487 + Penalty 3270.103814 = -2046961.247673
  nChanged 1
		SP:Iteration 44Q (84713.840000 sec): 3 clusters
  Score: Raw -2050231.849166 + Penalty 3270.103814 = -2046961.745352
  nChanged 3
		SP:Iteration 45Q (84714.210000 sec): 3 clusters
  Score: Raw -2050232.302071 + Penalty 3270.103814 = -2046962.198257
  nChanged 3
		SP:Iteration 46Q (84714.540000 sec): 3 clusters
  Score: Raw -2050232.618398 + Penalty 3270.103814 = -2046962.514585
  nChanged 6
		SP:Iteration 47Q (84714.810000 sec): 3 clusters
  Score: Raw -2050233.291177 + Penalty 3270.103814 = -2046963.187364
  nChanged 4
		SP:Iteration 48Q (84715.130000 sec): 3 clusters
  Score: Raw -2050233.798850 + Penalty 3270.103814 = -2046963.695036
  nChanged 5
		SP:Iteration 49Q (84715.420000 sec): 3 clusters
  Score: Raw -2050234.453611 + Penalty 3270.103814 = -2046964.349797
  nChanged 6
		SP:Iteration 50Q (84715.710000 sec): 3 clusters
  Score: Raw -2050235.281800 + Penalty 3270.103814 = -2046965.177986
  nChanged 4
		SP:Iteration 51Q (84716.020000 sec): 3 clusters
  Score: Raw -2050235.755641 + Penalty 3270.103814 = -2046965.651827
  nChanged 1
		SP:Iteration 52Q (84716.320000 sec): 3 clusters
  Score: Raw -2050235.813409 + Penalty 3270.103814 = -2046965.709595
  nChanged 0
		SP:Iteration 53F (84716.660000 sec): 3 clusters
  Score: Raw -2050235.813409 + Penalty 3270.103814 = -2046965.709595
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 10 (16467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84716.870000 sec): 2 clusters
  Score: Raw -1428874.605583 + Penalty 1577.730969 = -1427296.874614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84717.090000 sec): 3 clusters
  Score: Raw -1419097.559245 + Penalty 3155.461939 = -1415942.097306
  nChanged 7330
		SP:Iteration 1F (84717.320000 sec): 3 clusters
  Score: Raw -1423101.916903 + Penalty 3155.461939 = -1419946.454965
  nChanged 1017
		SP:Iteration 2F (84717.670000 sec): 3 clusters
  Score: Raw -1423605.929712 + Penalty 3155.461939 = -1420450.467774
  nChanged 1035
		SP:Iteration 3F (84717.920000 sec): 3 clusters
  Score: Raw -1424223.499422 + Penalty 3155.461939 = -1421068.037483
  nChanged 1138
		SP:Iteration 4F (84718.150000 sec): 3 clusters
  Score: Raw -1425023.176422 + Penalty 3155.461939 = -1421867.714484
  nChanged 1171
		SP:Iteration 5F (84718.360000 sec): 3 clusters
  Score: Raw -1425934.404081 + Penalty 3155.461939 = -1422778.942143
  nChanged 1146
		SP:Iteration 6F (84718.590000 sec): 3 clusters
  Score: Raw -1426896.952491 + Penalty 3155.461939 = -1423741.490552
  nChanged 889
		SP:Iteration 7F (84718.830000 sec): 3 clusters
  Score: Raw -1427616.095258 + Penalty 3155.461939 = -1424460.633319
  nChanged 605
		SP:Iteration 8Q (84719.110000 sec): 3 clusters
  Score: Raw -1428107.093618 + Penalty 3155.461939 = -1424951.631679
  nChanged 405
		SP:Iteration 9Q (84719.440000 sec): 3 clusters
  Score: Raw -1428432.964396 + Penalty 3155.461939 = -1425277.502458
  nChanged 262
		SP:Iteration 10Q (84719.760000 sec): 3 clusters
  Score: Raw -1428649.162216 + Penalty 3155.461939 = -1425493.700277
  nChanged 173
		SP:Iteration 11Q (84720.100000 sec): 3 clusters
  Score: Raw -1428801.811983 + Penalty 3155.461939 = -1425646.350044
  nChanged 93
		SP:Iteration 12Q (84720.410000 sec): 3 clusters
  Score: Raw -1428882.871344 + Penalty 3155.461939 = -1425727.409405
  nChanged 55
		SP:Iteration 13Q (84720.730000 sec): 3 clusters
  Score: Raw -1428935.659162 + Penalty 3155.461939 = -1425780.197223
  nChanged 36
		SP:Iteration 14Q (84721.040000 sec): 3 clusters
  Score: Raw -1428972.931156 + Penalty 3155.461939 = -1425817.469217
  nChanged 34
		SP:Iteration 15Q (84721.300000 sec): 3 clusters
  Score: Raw -1429003.320476 + Penalty 3155.461939 = -1425847.858537
  nChanged 23
		SP:Iteration 16Q (84721.590000 sec): 3 clusters
  Score: Raw -1429019.969755 + Penalty 3155.461939 = -1425864.507816
  nChanged 17
		SP:Iteration 17Q (84721.850000 sec): 3 clusters
  Score: Raw -1429036.200415 + Penalty 3155.461939 = -1425880.738476
  nChanged 11
		SP:Iteration 18Q (84722.090000 sec): 3 clusters
  Score: Raw -1429044.741744 + Penalty 3155.461939 = -1425889.279805
  nChanged 9
		SP:Iteration 19Q (84722.330000 sec): 3 clusters
  Score: Raw -1429051.451988 + Penalty 3155.461939 = -1425895.990049
  nChanged 5
		SP:Iteration 20F (84722.570000 sec): 3 clusters
  Score: Raw -1429056.383700 + Penalty 3155.461939 = -1425900.921761
  nChanged 3
		SP:Iteration 21Q (84722.800000 sec): 3 clusters
  Score: Raw -1429058.417077 + Penalty 3155.461939 = -1425902.955139
  nChanged 2
		SP:Iteration 22Q (84723.080000 sec): 3 clusters
  Score: Raw -1429059.960125 + Penalty 3155.461939 = -1425904.498187
  nChanged 1
		SP:Iteration 23Q (84723.430000 sec): 3 clusters
  Score: Raw -1429061.681691 + Penalty 3155.461939 = -1425906.219752
  nChanged 2
		SP:Iteration 24Q (84723.660000 sec): 3 clusters
  Score: Raw -1429062.730151 + Penalty 3155.461939 = -1425907.268213
  nChanged 1
		SP:Iteration 25Q (84723.920000 sec): 3 clusters
  Score: Raw -1429063.574226 + Penalty 3155.461939 = -1425908.112287
  nChanged 0
		SP:Iteration 26F (84724.210000 sec): 3 clusters
  Score: Raw -1429063.574226 + Penalty 3155.461939 = -1425908.112287
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 11 (81935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84724.800000 sec): 2 clusters
  Score: Raw -7304399.275490 + Penalty 1838.473248 = -7302560.802241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84725.430000 sec): 3 clusters
  Score: Raw -7251467.785990 + Penalty 3676.946497 = -7247790.839493
  nChanged 39073
		SP:Iteration 1F (84725.990000 sec): 3 clusters
  Score: Raw -7273719.704294 + Penalty 3676.946497 = -7270042.757798
  nChanged 2623
		SP:Iteration 2Q (84726.680000 sec): 3 clusters
  Score: Raw -7274321.348537 + Penalty 3676.946497 = -7270644.402040
  nChanged 2774
		SP:Iteration 3Q (84727.380000 sec): 3 clusters
  Score: Raw -7275064.835099 + Penalty 3676.946497 = -7271387.888602
  nChanged 3201
		SP:Iteration 4Q (84728.170000 sec): 3 clusters
  Score: Raw -7276211.201975 + Penalty 3676.946497 = -7272534.255478
  nChanged 4097
		SP:Iteration 5F (84728.780000 sec): 3 clusters
  Score: Raw -7278169.171129 + Penalty 3676.946497 = -7274492.224632
  nChanged 5584
		SP:Iteration 6F (84729.370000 sec): 3 clusters
  Score: Raw -7281787.032668 + Penalty 3676.946497 = -7278110.086171
  nChanged 6948
		SP:Iteration 7F (84730.080000 sec): 3 clusters
  Score: Raw -7287589.247625 + Penalty 3676.946497 = -7283912.301128
  nChanged 7065
		SP:Iteration 8F (84730.760000 sec): 3 clusters
  Score: Raw -7294075.436141 + Penalty 3676.946497 = -7290398.489644
  nChanged 5386
		SP:Iteration 9F (84731.440000 sec): 3 clusters
  Score: Raw -7299047.086953 + Penalty 3676.946497 = -7295370.140456
  nChanged 3268
		SP:Iteration 10Q (84732.080000 sec): 3 clusters
  Score: Raw -7302027.254532 + Penalty 3676.946497 = -7298350.308035
  nChanged 1656
		SP:Iteration 11Q (84732.810000 sec): 3 clusters
  Score: Raw -7303464.067200 + Penalty 3676.946497 = -7299787.120704
  nChanged 715
		SP:Iteration 12Q (84733.500000 sec): 3 clusters
  Score: Raw -7304042.201275 + Penalty 3676.946497 = -7300365.254778
  nChanged 349
		SP:Iteration 13Q (84734.150000 sec): 3 clusters
  Score: Raw -7304313.197603 + Penalty 3676.946497 = -7300636.251106
  nChanged 174
		SP:Iteration 14Q (84734.790000 sec): 3 clusters
  Score: Raw -7304456.375175 + Penalty 3676.946497 = -7300779.428679
  nChanged 102
		SP:Iteration 15Q (84735.440000 sec): 3 clusters
  Score: Raw -7304544.435288 + Penalty 3676.946497 = -7300867.488791
  nChanged 58
		SP:Iteration 16Q (84736.080000 sec): 3 clusters
  Score: Raw -7304584.362761 + Penalty 3676.946497 = -7300907.416264
  nChanged 37
		SP:Iteration 17Q (84736.680000 sec): 3 clusters
  Score: Raw -7304607.100220 + Penalty 3676.946497 = -7300930.153723
  nChanged 29
		SP:Iteration 18Q (84737.290000 sec): 3 clusters
  Score: Raw -7304623.478324 + Penalty 3676.946497 = -7300946.531827
  nChanged 27
		SP:Iteration 19Q (84737.970000 sec): 3 clusters
  Score: Raw -7304637.407990 + Penalty 3676.946497 = -7300960.461493
  nChanged 26
		SP:Iteration 20F (84738.660000 sec): 3 clusters
  Score: Raw -7304652.981779 + Penalty 3676.946497 = -7300976.035282
  nChanged 16
		SP:Iteration 21Q (84739.360000 sec): 3 clusters
  Score: Raw -7304662.280276 + Penalty 3676.946497 = -7300985.333779
  nChanged 9
		SP:Iteration 22Q (84739.910000 sec): 3 clusters
  Score: Raw -7304667.413161 + Penalty 3676.946497 = -7300990.466664
  nChanged 9
		SP:Iteration 23Q (84740.410000 sec): 3 clusters
  Score: Raw -7304675.499850 + Penalty 3676.946497 = -7300998.553353
  nChanged 14
		SP:Iteration 24Q (84740.990000 sec): 3 clusters
  Score: Raw -7304684.147039 + Penalty 3676.946497 = -7301007.200542
  nChanged 10
		SP:Iteration 25Q (84741.610000 sec): 3 clusters
  Score: Raw -7304689.183825 + Penalty 3676.946497 = -7301012.237328
  nChanged 5
		SP:Iteration 26Q (84742.230000 sec): 3 clusters
  Score: Raw -7304691.140144 + Penalty 3676.946497 = -7301014.193647
  nChanged 0
		SP:Iteration 27F (84742.910000 sec): 3 clusters
  Score: Raw -7304691.140144 + Penalty 3676.946497 = -7301014.193647
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 12 (2547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84743.050000 sec): 2 clusters
  Score: Raw -216079.264926 + Penalty 1274.434115 = -214804.830812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84743.250000 sec): 3 clusters
  Score: Raw -214896.329314 + Penalty 2548.868229 = -212347.461085
  nChanged 938
		SP:Iteration 1F (84743.420000 sec): 3 clusters
  Score: Raw -215462.909324 + Penalty 2548.868229 = -212914.041094
  nChanged 186
		SP:Iteration 2F (84743.600000 sec): 3 clusters
  Score: Raw -215574.202622 + Penalty 2548.868229 = -213025.334392
  nChanged 108
		SP:Iteration 3Q (84743.780000 sec): 3 clusters
  Score: Raw -215638.160649 + Penalty 2548.868229 = -213089.292419
  nChanged 87
		SP:Iteration 4Q (84743.960000 sec): 3 clusters
  Score: Raw -215686.372268 + Penalty 2548.868229 = -213137.504038
  nChanged 71
		SP:Iteration 5Q (84744.130000 sec): 3 clusters
  Score: Raw -215726.445841 + Penalty 2548.868229 = -213177.577612
  nChanged 64
		SP:Iteration 6Q (84744.310000 sec): 3 clusters
  Score: Raw -215762.493027 + Penalty 2548.868229 = -213213.624797
  nChanged 69
		SP:Iteration 7Q (84744.490000 sec): 3 clusters
  Score: Raw -215809.968157 + Penalty 2548.868229 = -213261.099927
  nChanged 74
		SP:Iteration 8Q (84744.710000 sec): 3 clusters
  Score: Raw -215854.566594 + Penalty 2548.868229 = -213305.698365
  nChanged 59
		SP:Iteration 9Q (84744.920000 sec): 3 clusters
  Score: Raw -215884.898752 + Penalty 2548.868229 = -213336.030522
  nChanged 49
		SP:Iteration 10Q (84745.050000 sec): 3 clusters
  Score: Raw -215912.876392 + Penalty 2548.868229 = -213364.008163
  nChanged 50
		SP:Iteration 11Q (84745.200000 sec): 3 clusters
  Score: Raw -215937.394928 + Penalty 2548.868229 = -213388.526698
  nChanged 38
		SP:Iteration 12Q (84745.370000 sec): 3 clusters
  Score: Raw -215953.645684 + Penalty 2548.868229 = -213404.777455
  nChanged 33
		SP:Iteration 13Q (84745.550000 sec): 3 clusters
  Score: Raw -215971.234424 + Penalty 2548.868229 = -213422.366195
  nChanged 38
		SP:Iteration 14Q (84745.720000 sec): 3 clusters
  Score: Raw -215990.705092 + Penalty 2548.868229 = -213441.836863
  nChanged 41
		SP:Iteration 15Q (84745.840000 sec): 3 clusters
  Score: Raw -216009.251878 + Penalty 2548.868229 = -213460.383648
  nChanged 29
		SP:Iteration 16Q (84746.020000 sec): 3 clusters
  Score: Raw -216019.699181 + Penalty 2548.868229 = -213470.830952
  nChanged 19
		SP:Iteration 17Q (84746.190000 sec): 3 clusters
  Score: Raw -216028.260728 + Penalty 2548.868229 = -213479.392499
  nChanged 14
		SP:Iteration 18Q (84746.360000 sec): 3 clusters
  Score: Raw -216036.180440 + Penalty 2548.868229 = -213487.312211
  nChanged 16
		SP:Iteration 19Q (84746.470000 sec): 3 clusters
  Score: Raw -216043.013634 + Penalty 2548.868229 = -213494.145405
  nChanged 14
		SP:Iteration 20F (84746.660000 sec): 3 clusters
  Score: Raw -216051.055396 + Penalty 2548.868229 = -213502.187167
  nChanged 20
		SP:Iteration 21Q (84746.820000 sec): 3 clusters
  Score: Raw -216060.717511 + Penalty 2548.868229 = -213511.849282
  nChanged 20
		SP:Iteration 22Q (84746.940000 sec): 3 clusters
  Score: Raw -216070.869866 + Penalty 2548.868229 = -213522.001637
  nChanged 20
		SP:Iteration 23Q (84747.120000 sec): 3 clusters
  Score: Raw -216082.787866 + Penalty 2548.868229 = -213533.919636
  nChanged 23
		SP:Iteration 24Q (84747.290000 sec): 3 clusters
  Score: Raw -216095.162916 + Penalty 2548.868229 = -213546.294687
  nChanged 37
		SP:Iteration 25Q (84747.410000 sec): 3 clusters
  Score: Raw -216115.732875 + Penalty 2548.868229 = -213566.864646
  nChanged 32
		SP:Iteration 26Q (84747.640000 sec): 3 clusters
  Score: Raw -216135.336426 + Penalty 2548.868229 = -213586.468197
  nChanged 38
		SP:Iteration 27Q (84747.810000 sec): 3 clusters
  Score: Raw -216156.669367 + Penalty 2548.868229 = -213607.801138
  nChanged 31
		SP:Iteration 28Q (84748.000000 sec): 3 clusters
  Score: Raw -216170.458619 + Penalty 2548.868229 = -213621.590389
  nChanged 24
		SP:Iteration 29Q (84748.180000 sec): 3 clusters
  Score: Raw -216182.896279 + Penalty 2548.868229 = -213634.028049
  nChanged 14
		SP:Iteration 30Q (84748.370000 sec): 3 clusters
  Score: Raw -216192.779800 + Penalty 2548.868229 = -213643.911570
  nChanged 15
		SP:Iteration 31Q (84748.570000 sec): 3 clusters
  Score: Raw -216199.766687 + Penalty 2548.868229 = -213650.898458
  nChanged 17
		SP:Iteration 32Q (84748.760000 sec): 3 clusters
  Score: Raw -216207.822677 + Penalty 2548.868229 = -213658.954448
  nChanged 7
		SP:Iteration 33Q (84748.960000 sec): 3 clusters
  Score: Raw -216210.339559 + Penalty 2548.868229 = -213661.471329
  nChanged 5
		SP:Iteration 34Q (84749.170000 sec): 3 clusters
  Score: Raw -216212.727859 + Penalty 2548.868229 = -213663.859630
  nChanged 7
		SP:Iteration 35Q (84749.330000 sec): 3 clusters
  Score: Raw -216215.932794 + Penalty 2548.868229 = -213667.064564
  nChanged 5
		SP:Iteration 36Q (84749.540000 sec): 3 clusters
  Score: Raw -216218.117949 + Penalty 2548.868229 = -213669.249719
  nChanged 6
		SP:Iteration 37Q (84749.690000 sec): 3 clusters
  Score: Raw -216220.941881 + Penalty 2548.868229 = -213672.073652
  nChanged 8
		SP:Iteration 38Q (84749.890000 sec): 3 clusters
  Score: Raw -216225.474813 + Penalty 2548.868229 = -213676.606584
  nChanged 6
		SP:Iteration 39Q (84750.080000 sec): 3 clusters
  Score: Raw -216228.476756 + Penalty 2548.868229 = -213679.608526
  nChanged 3
		SP:Iteration 40F (84750.290000 sec): 3 clusters
  Score: Raw -216231.024055 + Penalty 2548.868229 = -213682.155826
  nChanged 6
		SP:Iteration 41Q (84750.480000 sec): 3 clusters
  Score: Raw -216232.982852 + Penalty 2548.868229 = -213684.114622
  nChanged 7
		SP:Iteration 42Q (84750.670000 sec): 3 clusters
  Score: Raw -216236.305440 + Penalty 2548.868229 = -213687.437211
  nChanged 3
		SP:Iteration 43Q (84750.870000 sec): 3 clusters
  Score: Raw -216238.207726 + Penalty 2548.868229 = -213689.339497
  nChanged 6
		SP:Iteration 44Q (84751.080000 sec): 3 clusters
  Score: Raw -216241.610002 + Penalty 2548.868229 = -213692.741773
  nChanged 4
		SP:Iteration 45Q (84751.260000 sec): 3 clusters
  Score: Raw -216243.022101 + Penalty 2548.868229 = -213694.153872
  nChanged 3
		SP:Iteration 46Q (84751.470000 sec): 3 clusters
  Score: Raw -216244.365283 + Penalty 2548.868229 = -213695.497054
  nChanged 1
		SP:Iteration 47Q (84751.660000 sec): 3 clusters
  Score: Raw -216244.956358 + Penalty 2548.868229 = -213696.088129
  nChanged 2
		SP:Iteration 48Q (84751.830000 sec): 3 clusters
  Score: Raw -216245.412495 + Penalty 2548.868229 = -213696.544265
  nChanged 0
		SP:Iteration 49F (84751.990000 sec): 3 clusters
  Score: Raw -216245.412495 + Penalty 2548.868229 = -213696.544265
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 13 (5115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84752.150000 sec): 2 clusters
  Score: Raw -403737.494503 + Penalty 1387.739060 = -402349.755442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84752.290000 sec): 3 clusters
  Score: Raw -401110.246782 + Penalty 2775.478120 = -398334.768661
  nChanged 2057
		SP:Iteration 1F (84752.480000 sec): 3 clusters
  Score: Raw -402416.011550 + Penalty 2775.478120 = -399640.533429
  nChanged 446
		SP:Iteration 2F (84752.770000 sec): 3 clusters
  Score: Raw -402902.612678 + Penalty 2775.478120 = -400127.134557
  nChanged 435
		SP:Iteration 3F (84752.990000 sec): 3 clusters
  Score: Raw -403386.212219 + Penalty 2775.478120 = -400610.734098
  nChanged 383
		SP:Iteration 4F (84753.190000 sec): 3 clusters
  Score: Raw -403714.018186 + Penalty 2775.478120 = -400938.540065
  nChanged 266
		SP:Iteration 5F (84753.390000 sec): 3 clusters
  Score: Raw -403934.082869 + Penalty 2775.478120 = -401158.604749
  nChanged 212
		SP:Iteration 6Q (84753.600000 sec): 3 clusters
  Score: Raw -404077.515783 + Penalty 2775.478120 = -401302.037662
  nChanged 154
		SP:Iteration 7Q (84753.830000 sec): 3 clusters
  Score: Raw -404160.820948 + Penalty 2775.478120 = -401385.342828
  nChanged 122
		SP:Iteration 8Q (84754.010000 sec): 3 clusters
  Score: Raw -404216.119547 + Penalty 2775.478120 = -401440.641427
  nChanged 79
		SP:Iteration 9Q (84754.220000 sec): 3 clusters
  Score: Raw -404246.500197 + Penalty 2775.478120 = -401471.022076
  nChanged 64
		SP:Iteration 10Q (84754.450000 sec): 3 clusters
  Score: Raw -404269.022502 + Penalty 2775.478120 = -401493.544381
  nChanged 55
		SP:Iteration 11Q (84754.620000 sec): 3 clusters
  Score: Raw -404287.496565 + Penalty 2775.478120 = -401512.018445
  nChanged 39
		SP:Iteration 12Q (84754.820000 sec): 3 clusters
  Score: Raw -404299.652976 + Penalty 2775.478120 = -401524.174855
  nChanged 35
		SP:Iteration 13Q (84755.030000 sec): 3 clusters
  Score: Raw -404309.618832 + Penalty 2775.478120 = -401534.140712
  nChanged 33
		SP:Iteration 14Q (84755.250000 sec): 3 clusters
  Score: Raw -404318.132431 + Penalty 2775.478120 = -401542.654310
  nChanged 37
		SP:Iteration 15Q (84755.470000 sec): 3 clusters
  Score: Raw -404328.471973 + Penalty 2775.478120 = -401552.993853
  nChanged 39
		SP:Iteration 16Q (84755.660000 sec): 3 clusters
  Score: Raw -404340.439492 + Penalty 2775.478120 = -401564.961371
  nChanged 42
		SP:Iteration 17Q (84755.830000 sec): 3 clusters
  Score: Raw -404356.305075 + Penalty 2775.478120 = -401580.826954
  nChanged 41
		SP:Iteration 18Q (84756.030000 sec): 3 clusters
  Score: Raw -404368.995053 + Penalty 2775.478120 = -401593.516933
  nChanged 37
		SP:Iteration 19Q (84756.220000 sec): 3 clusters
  Score: Raw -404381.748183 + Penalty 2775.478120 = -401606.270062
  nChanged 35
		SP:Iteration 20F (84756.440000 sec): 3 clusters
  Score: Raw -404394.048829 + Penalty 2775.478120 = -401618.570709
  nChanged 39
		SP:Iteration 21Q (84756.700000 sec): 3 clusters
  Score: Raw -404405.831697 + Penalty 2775.478120 = -401630.353576
  nChanged 32
		SP:Iteration 22Q (84756.890000 sec): 3 clusters
  Score: Raw -404415.724372 + Penalty 2775.478120 = -401640.246251
  nChanged 32
		SP:Iteration 23Q (84757.050000 sec): 3 clusters
  Score: Raw -404427.518654 + Penalty 2775.478120 = -401652.040533
  nChanged 31
		SP:Iteration 24Q (84757.200000 sec): 3 clusters
  Score: Raw -404437.522813 + Penalty 2775.478120 = -401662.044692
  nChanged 23
		SP:Iteration 25Q (84757.360000 sec): 3 clusters
  Score: Raw -404446.016539 + Penalty 2775.478120 = -401670.538418
  nChanged 19
		SP:Iteration 26Q (84757.520000 sec): 3 clusters
  Score: Raw -404453.606002 + Penalty 2775.478120 = -401678.127882
  nChanged 17
		SP:Iteration 27Q (84757.670000 sec): 3 clusters
  Score: Raw -404459.552138 + Penalty 2775.478120 = -401684.074018
  nChanged 19
		SP:Iteration 28Q (84757.860000 sec): 3 clusters
  Score: Raw -404465.525397 + Penalty 2775.478120 = -401690.047276
  nChanged 23
		SP:Iteration 29Q (84758.030000 sec): 3 clusters
  Score: Raw -404471.135603 + Penalty 2775.478120 = -401695.657483
  nChanged 19
		SP:Iteration 30Q (84758.200000 sec): 3 clusters
  Score: Raw -404477.304867 + Penalty 2775.478120 = -401701.826747
  nChanged 19
		SP:Iteration 31Q (84758.380000 sec): 3 clusters
  Score: Raw -404485.832144 + Penalty 2775.478120 = -401710.354024
  nChanged 22
		SP:Iteration 32Q (84758.560000 sec): 3 clusters
  Score: Raw -404496.723455 + Penalty 2775.478120 = -401721.245334
  nChanged 26
		SP:Iteration 33Q (84758.740000 sec): 3 clusters
  Score: Raw -404507.849103 + Penalty 2775.478120 = -401732.370983
  nChanged 26
		SP:Iteration 34Q (84758.930000 sec): 3 clusters
  Score: Raw -404516.100538 + Penalty 2775.478120 = -401740.622417
  nChanged 16
		SP:Iteration 35Q (84759.100000 sec): 3 clusters
  Score: Raw -404521.707836 + Penalty 2775.478120 = -401746.229716
  nChanged 22
		SP:Iteration 36Q (84759.240000 sec): 3 clusters
  Score: Raw -404528.124463 + Penalty 2775.478120 = -401752.646343
  nChanged 19
		SP:Iteration 37Q (84759.440000 sec): 3 clusters
  Score: Raw -404536.368403 + Penalty 2775.478120 = -401760.890283
  nChanged 26
		SP:Iteration 38Q (84759.590000 sec): 3 clusters
  Score: Raw -404547.474419 + Penalty 2775.478120 = -401771.996299
  nChanged 31
		SP:Iteration 39Q (84759.810000 sec): 3 clusters
  Score: Raw -404560.038206 + Penalty 2775.478120 = -401784.560086
  nChanged 25
		SP:Iteration 40F (84760.040000 sec): 3 clusters
  Score: Raw -404568.492416 + Penalty 2775.478120 = -401793.014296
  nChanged 25
		SP:Iteration 41Q (84760.260000 sec): 3 clusters
  Score: Raw -404577.086388 + Penalty 2775.478120 = -401801.608268
  nChanged 22
		SP:Iteration 42Q (84760.520000 sec): 3 clusters
  Score: Raw -404584.723758 + Penalty 2775.478120 = -401809.245637
  nChanged 19
		SP:Iteration 43Q (84760.710000 sec): 3 clusters
  Score: Raw -404591.201870 + Penalty 2775.478120 = -401815.723750
  nChanged 19
		SP:Iteration 44Q (84760.950000 sec): 3 clusters
  Score: Raw -404597.228526 + Penalty 2775.478120 = -401821.750406
  nChanged 22
		SP:Iteration 45Q (84761.190000 sec): 3 clusters
  Score: Raw -404604.850088 + Penalty 2775.478120 = -401829.371967
  nChanged 20
		SP:Iteration 46Q (84761.370000 sec): 3 clusters
  Score: Raw -404611.732089 + Penalty 2775.478120 = -401836.253968
  nChanged 19
		SP:Iteration 47Q (84761.590000 sec): 3 clusters
  Score: Raw -404619.317013 + Penalty 2775.478120 = -401843.838893
  nChanged 21
		SP:Iteration 48Q (84761.800000 sec): 3 clusters
  Score: Raw -404627.536279 + Penalty 2775.478120 = -401852.058158
  nChanged 20
		SP:Iteration 49Q (84761.960000 sec): 3 clusters
  Score: Raw -404634.120479 + Penalty 2775.478120 = -401858.642358
  nChanged 16
		SP:Iteration 50Q (84762.180000 sec): 3 clusters
  Score: Raw -404638.329816 + Penalty 2775.478120 = -401862.851695
  nChanged 13
		SP:Iteration 51Q (84762.370000 sec): 3 clusters
  Score: Raw -404641.607739 + Penalty 2775.478120 = -401866.129618
  nChanged 8
		SP:Iteration 52Q (84762.570000 sec): 3 clusters
  Score: Raw -404643.501411 + Penalty 2775.478120 = -401868.023291
  nChanged 4
		SP:Iteration 53Q (84762.740000 sec): 3 clusters
  Score: Raw -404644.544045 + Penalty 2775.478120 = -401869.065924
  nChanged 9
		SP:Iteration 54Q (84762.930000 sec): 3 clusters
  Score: Raw -404647.238974 + Penalty 2775.478120 = -401871.760853
  nChanged 6
		SP:Iteration 55Q (84763.080000 sec): 3 clusters
  Score: Raw -404648.746645 + Penalty 2775.478120 = -401873.268524
  nChanged 6
		SP:Iteration 56Q (84763.280000 sec): 3 clusters
  Score: Raw -404650.198461 + Penalty 2775.478120 = -401874.720340
  nChanged 3
		SP:Iteration 57Q (84763.450000 sec): 3 clusters
  Score: Raw -404651.334174 + Penalty 2775.478120 = -401875.856054
  nChanged 5
		SP:Iteration 58Q (84763.620000 sec): 3 clusters
  Score: Raw -404652.216262 + Penalty 2775.478120 = -401876.738141
  nChanged 3
		SP:Iteration 59Q (84763.790000 sec): 3 clusters
  Score: Raw -404652.973271 + Penalty 2775.478120 = -401877.495151
  nChanged 7
		SP:Iteration 60F (84763.960000 sec): 3 clusters
  Score: Raw -404654.926203 + Penalty 2775.478120 = -401879.448082
  nChanged 6
		SP:Iteration 61Q (84764.130000 sec): 3 clusters
  Score: Raw -404656.230942 + Penalty 2775.478120 = -401880.752821
  nChanged 3
		SP:Iteration 62Q (84764.300000 sec): 3 clusters
  Score: Raw -404656.892082 + Penalty 2775.478120 = -401881.413961
  nChanged 2
		SP:Iteration 63Q (84764.490000 sec): 3 clusters
  Score: Raw -404657.258695 + Penalty 2775.478120 = -401881.780575
  nChanged 1
		SP:Iteration 64Q (84764.680000 sec): 3 clusters
  Score: Raw -404657.399795 + Penalty 2775.478120 = -401881.921674
  nChanged 0
		SP:Iteration 65F (84764.900000 sec): 3 clusters
  Score: Raw -404657.399795 + Penalty 2775.478120 = -401881.921674
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 14 (7323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84765.050000 sec): 2 clusters
  Score: Raw -622154.559449 + Penalty 1446.050996 = -620708.508453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84765.330000 sec): 3 clusters
  Score: Raw -618167.257146 + Penalty 2892.101992 = -615275.155154
  nChanged 3043
		SP:Iteration 1F (84765.580000 sec): 3 clusters
  Score: Raw -619872.291217 + Penalty 2892.101992 = -616980.189225
  nChanged 498
		SP:Iteration 2F (84765.770000 sec): 3 clusters
  Score: Raw -620152.873549 + Penalty 2892.101992 = -617260.771557
  nChanged 429
		SP:Iteration 3F (84765.940000 sec): 3 clusters
  Score: Raw -620429.108995 + Penalty 2892.101992 = -617537.007004
  nChanged 405
		SP:Iteration 4F (84766.150000 sec): 3 clusters
  Score: Raw -620711.956111 + Penalty 2892.101992 = -617819.854119
  nChanged 419
		SP:Iteration 5F (84766.350000 sec): 3 clusters
  Score: Raw -621014.607923 + Penalty 2892.101992 = -618122.505931
  nChanged 409
		SP:Iteration 6F (84766.530000 sec): 3 clusters
  Score: Raw -621292.693042 + Penalty 2892.101992 = -618400.591050
  nChanged 352
		SP:Iteration 7Q (84766.750000 sec): 3 clusters
  Score: Raw -621504.102700 + Penalty 2892.101992 = -618612.000708
  nChanged 281
		SP:Iteration 8Q (84766.970000 sec): 3 clusters
  Score: Raw -621646.154001 + Penalty 2892.101992 = -618754.052009
  nChanged 228
		SP:Iteration 9Q (84767.180000 sec): 3 clusters
  Score: Raw -621743.926203 + Penalty 2892.101992 = -618851.824211
  nChanged 186
		SP:Iteration 10Q (84767.480000 sec): 3 clusters
  Score: Raw -621814.411118 + Penalty 2892.101992 = -618922.309127
  nChanged 136
		SP:Iteration 11Q (84767.760000 sec): 3 clusters
  Score: Raw -621857.332626 + Penalty 2892.101992 = -618965.230634
  nChanged 118
		SP:Iteration 12Q (84767.980000 sec): 3 clusters
  Score: Raw -621895.245432 + Penalty 2892.101992 = -619003.143440
  nChanged 91
		SP:Iteration 13Q (84768.180000 sec): 3 clusters
  Score: Raw -621924.712300 + Penalty 2892.101992 = -619032.610308
  nChanged 90
		SP:Iteration 14Q (84768.390000 sec): 3 clusters
  Score: Raw -621955.987460 + Penalty 2892.101992 = -619063.885468
  nChanged 79
		SP:Iteration 15Q (84768.600000 sec): 3 clusters
  Score: Raw -621977.919866 + Penalty 2892.101992 = -619085.817875
  nChanged 59
		SP:Iteration 16Q (84768.800000 sec): 3 clusters
  Score: Raw -621993.161224 + Penalty 2892.101992 = -619101.059232
  nChanged 55
		SP:Iteration 17Q (84769.050000 sec): 3 clusters
  Score: Raw -622008.713069 + Penalty 2892.101992 = -619116.611078
  nChanged 53
		SP:Iteration 18Q (84769.210000 sec): 3 clusters
  Score: Raw -622021.614012 + Penalty 2892.101992 = -619129.512020
  nChanged 44
		SP:Iteration 19Q (84769.480000 sec): 3 clusters
  Score: Raw -622031.865356 + Penalty 2892.101992 = -619139.763364
  nChanged 38
		SP:Iteration 20F (84769.680000 sec): 3 clusters
  Score: Raw -622042.286167 + Penalty 2892.101992 = -619150.184175
  nChanged 45
		SP:Iteration 21Q (84769.860000 sec): 3 clusters
  Score: Raw -622054.857820 + Penalty 2892.101992 = -619162.755828
  nChanged 45
		SP:Iteration 22Q (84770.110000 sec): 3 clusters
  Score: Raw -622065.202946 + Penalty 2892.101992 = -619173.100954
  nChanged 41
		SP:Iteration 23Q (84770.350000 sec): 3 clusters
  Score: Raw -622073.749130 + Penalty 2892.101992 = -619181.647138
  nChanged 29
		SP:Iteration 24Q (84770.580000 sec): 3 clusters
  Score: Raw -622078.937874 + Penalty 2892.101992 = -619186.835882
  nChanged 21
		SP:Iteration 25Q (84770.820000 sec): 3 clusters
  Score: Raw -622083.368057 + Penalty 2892.101992 = -619191.266065
  nChanged 18
		SP:Iteration 26Q (84770.980000 sec): 3 clusters
  Score: Raw -622086.700976 + Penalty 2892.101992 = -619194.598984
  nChanged 17
		SP:Iteration 27Q (84771.150000 sec): 3 clusters
  Score: Raw -622089.509134 + Penalty 2892.101992 = -619197.407142
  nChanged 14
		SP:Iteration 28Q (84771.330000 sec): 3 clusters
  Score: Raw -622091.783074 + Penalty 2892.101992 = -619199.681083
  nChanged 13
		SP:Iteration 29Q (84771.530000 sec): 3 clusters
  Score: Raw -622093.958856 + Penalty 2892.101992 = -619201.856864
  nChanged 8
		SP:Iteration 30Q (84771.690000 sec): 3 clusters
  Score: Raw -622095.249053 + Penalty 2892.101992 = -619203.147061
  nChanged 11
		SP:Iteration 31Q (84771.910000 sec): 3 clusters
  Score: Raw -622096.814291 + Penalty 2892.101992 = -619204.712299
  nChanged 11
		SP:Iteration 32Q (84772.160000 sec): 3 clusters
  Score: Raw -622098.040484 + Penalty 2892.101992 = -619205.938493
  nChanged 6
		SP:Iteration 33Q (84772.350000 sec): 3 clusters
  Score: Raw -622098.831912 + Penalty 2892.101992 = -619206.729920
  nChanged 6
		SP:Iteration 34Q (84772.510000 sec): 3 clusters
  Score: Raw -622099.784510 + Penalty 2892.101992 = -619207.682518
  nChanged 5
		SP:Iteration 35Q (84772.700000 sec): 3 clusters
  Score: Raw -622100.535555 + Penalty 2892.101992 = -619208.433563
  nChanged 4
		SP:Iteration 36Q (84772.880000 sec): 3 clusters
  Score: Raw -622101.160410 + Penalty 2892.101992 = -619209.058419
  nChanged 5
		SP:Iteration 37Q (84773.060000 sec): 3 clusters
  Score: Raw -622102.024849 + Penalty 2892.101992 = -619209.922857
  nChanged 3
		SP:Iteration 38Q (84773.240000 sec): 3 clusters
  Score: Raw -622102.491909 + Penalty 2892.101992 = -619210.389918
  nChanged 3
		SP:Iteration 39Q (84773.420000 sec): 3 clusters
  Score: Raw -622102.711237 + Penalty 2892.101992 = -619210.609245
  nChanged 1
		SP:Iteration 40F (84773.600000 sec): 3 clusters
  Score: Raw -622102.851589 + Penalty 2892.101992 = -619210.749597
  nChanged 2
		SP:Iteration 41Q (84773.780000 sec): 3 clusters
  Score: Raw -622102.988519 + Penalty 2892.101992 = -619210.886528
  nChanged 2
		SP:Iteration 42Q (84773.960000 sec): 3 clusters
  Score: Raw -622103.125087 + Penalty 2892.101992 = -619211.023095
  nChanged 2
		SP:Iteration 43Q (84774.140000 sec): 3 clusters
  Score: Raw -622103.407731 + Penalty 2892.101992 = -619211.305739
  nChanged 1
		SP:Iteration 44Q (84774.320000 sec): 3 clusters
  Score: Raw -622103.484437 + Penalty 2892.101992 = -619211.382445
  nChanged 1
		SP:Iteration 45Q (84774.600000 sec): 3 clusters
  Score: Raw -622103.544638 + Penalty 2892.101992 = -619211.442646
  nChanged 2
		SP:Iteration 46Q (84774.780000 sec): 3 clusters
  Score: Raw -622104.013053 + Penalty 2892.101992 = -619211.911062
  nChanged 0
		SP:Iteration 47F (84774.960000 sec): 3 clusters
  Score: Raw -622104.013053 + Penalty 2892.101992 = -619211.911062
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 15 (43284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84775.280000 sec): 2 clusters
  Score: Raw -3820932.468607 + Penalty 1734.774979 = -3819197.693629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84775.770000 sec): 3 clusters
  Score: Raw -3793510.093886 + Penalty 3469.549957 = -3790040.543929
  nChanged 20348
		SP:Iteration 1F (84776.170000 sec): 3 clusters
  Score: Raw -3805075.166570 + Penalty 3469.549957 = -3801605.616612
  nChanged 1870
		SP:Iteration 2Q (84776.620000 sec): 3 clusters
  Score: Raw -3805729.842911 + Penalty 3469.549957 = -3802260.292953
  nChanged 1940
		SP:Iteration 3Q (84777.080000 sec): 3 clusters
  Score: Raw -3806461.100601 + Penalty 3469.549957 = -3802991.550644
  nChanged 2063
		SP:Iteration 4Q (84777.550000 sec): 3 clusters
  Score: Raw -3807312.473709 + Penalty 3469.549957 = -3803842.923752
  nChanged 2203
		SP:Iteration 5F (84777.960000 sec): 3 clusters
  Score: Raw -3808258.844227 + Penalty 3469.549957 = -3804789.294269
  nChanged 2323
		SP:Iteration 6F (84778.350000 sec): 3 clusters
  Score: Raw -3809362.604505 + Penalty 3469.549957 = -3805893.054547
  nChanged 2465
		SP:Iteration 7F (84778.750000 sec): 3 clusters
  Score: Raw -3810707.350657 + Penalty 3469.549957 = -3807237.800700
  nChanged 2610
		SP:Iteration 8F (84779.230000 sec): 3 clusters
  Score: Raw -3812339.628580 + Penalty 3469.549957 = -3808870.078623
  nChanged 2522
		SP:Iteration 9F (84779.620000 sec): 3 clusters
  Score: Raw -3814069.650454 + Penalty 3469.549957 = -3810600.100497
  nChanged 2267
		SP:Iteration 10F (84780.060000 sec): 3 clusters
  Score: Raw -3815748.215174 + Penalty 3469.549957 = -3812278.665217
  nChanged 1903
		SP:Iteration 11Q (84780.530000 sec): 3 clusters
  Score: Raw -3817398.624560 + Penalty 3469.549957 = -3813929.074602
  nChanged 1476
		SP:Iteration 12Q (84781.010000 sec): 3 clusters
  Score: Raw -3818980.142759 + Penalty 3469.549957 = -3815510.592802
  nChanged 957
		SP:Iteration 13Q (84781.470000 sec): 3 clusters
  Score: Raw -3820428.924961 + Penalty 3469.549957 = -3816959.375003
  nChanged 530
		SP:Iteration 14Q (84781.900000 sec): 3 clusters
  Score: Raw -3821196.885896 + Penalty 3469.549957 = -3817727.335939
  nChanged 379
		SP:Iteration 15Q (84782.320000 sec): 3 clusters
  Score: Raw -3821536.770206 + Penalty 3469.549957 = -3818067.220249
  nChanged 294
		SP:Iteration 16Q (84782.750000 sec): 3 clusters
  Score: Raw -3821712.159993 + Penalty 3469.549957 = -3818242.610035
  nChanged 208
		SP:Iteration 17Q (84783.180000 sec): 3 clusters
  Score: Raw -3821808.531741 + Penalty 3469.549957 = -3818338.981784
  nChanged 172
		SP:Iteration 18Q (84783.620000 sec): 3 clusters
  Score: Raw -3821896.124015 + Penalty 3469.549957 = -3818426.574058
  nChanged 157
		SP:Iteration 19Q (84784.000000 sec): 3 clusters
  Score: Raw -3821970.316381 + Penalty 3469.549957 = -3818500.766423
  nChanged 124
		SP:Iteration 20F (84784.460000 sec): 3 clusters
  Score: Raw -3822015.528203 + Penalty 3469.549957 = -3818545.978245
  nChanged 111
		SP:Iteration 21Q (84784.840000 sec): 3 clusters
  Score: Raw -3822049.855779 + Penalty 3469.549957 = -3818580.305821
  nChanged 80
		SP:Iteration 22Q (84785.310000 sec): 3 clusters
  Score: Raw -3822075.267844 + Penalty 3469.549957 = -3818605.717887
  nChanged 68
		SP:Iteration 23Q (84785.740000 sec): 3 clusters
  Score: Raw -3822097.690790 + Penalty 3469.549957 = -3818628.140833
  nChanged 60
		SP:Iteration 24Q (84786.110000 sec): 3 clusters
  Score: Raw -3822113.333385 + Penalty 3469.549957 = -3818643.783428
  nChanged 54
		SP:Iteration 25Q (84786.530000 sec): 3 clusters
  Score: Raw -3822125.760128 + Penalty 3469.549957 = -3818656.210170
  nChanged 36
		SP:Iteration 26Q (84786.970000 sec): 3 clusters
  Score: Raw -3822133.131240 + Penalty 3469.549957 = -3818663.581282
  nChanged 29
		SP:Iteration 27Q (84787.350000 sec): 3 clusters
  Score: Raw -3822138.121717 + Penalty 3469.549957 = -3818668.571759
  nChanged 34
		SP:Iteration 28Q (84787.800000 sec): 3 clusters
  Score: Raw -3822145.092742 + Penalty 3469.549957 = -3818675.542784
  nChanged 39
		SP:Iteration 29Q (84788.160000 sec): 3 clusters
  Score: Raw -3822155.411126 + Penalty 3469.549957 = -3818685.861169
  nChanged 46
		SP:Iteration 30Q (84788.570000 sec): 3 clusters
  Score: Raw -3822167.226886 + Penalty 3469.549957 = -3818697.676929
  nChanged 43
		SP:Iteration 31Q (84788.990000 sec): 3 clusters
  Score: Raw -3822175.570891 + Penalty 3469.549957 = -3818706.020934
  nChanged 32
		SP:Iteration 32Q (84789.320000 sec): 3 clusters
  Score: Raw -3822181.138688 + Penalty 3469.549957 = -3818711.588730
  nChanged 27
		SP:Iteration 33Q (84789.770000 sec): 3 clusters
  Score: Raw -3822185.207895 + Penalty 3469.549957 = -3818715.657938
  nChanged 17
		SP:Iteration 34Q (84790.170000 sec): 3 clusters
  Score: Raw -3822188.297697 + Penalty 3469.549957 = -3818718.747739
  nChanged 19
		SP:Iteration 35Q (84790.540000 sec): 3 clusters
  Score: Raw -3822191.397598 + Penalty 3469.549957 = -3818721.847641
  nChanged 10
		SP:Iteration 36Q (84790.970000 sec): 3 clusters
  Score: Raw -3822192.832574 + Penalty 3469.549957 = -3818723.282617
  nChanged 6
		SP:Iteration 37Q (84791.370000 sec): 3 clusters
  Score: Raw -3822193.213739 + Penalty 3469.549957 = -3818723.663781
  nChanged 5
		SP:Iteration 38Q (84791.810000 sec): 3 clusters
  Score: Raw -3822193.518349 + Penalty 3469.549957 = -3818723.968391
  nChanged 2
		SP:Iteration 39Q (84792.200000 sec): 3 clusters
  Score: Raw -3822193.648418 + Penalty 3469.549957 = -3818724.098460
  nChanged 0
		SP:Iteration 40F (84792.620000 sec): 3 clusters
  Score: Raw -3822193.648418 + Penalty 3469.549957 = -3818724.098460
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 16 (315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84792.770000 sec): 2 clusters
  Score: Raw -26248.493929 + Penalty 934.793054 = -25313.700875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84792.900000 sec): 3 clusters
  Score: Raw -26305.247480 + Penalty 1869.586108 = -24435.661372
  nChanged 60
		SP:Iteration 1F (84793.060000 sec): 3 clusters
  Score: Raw -26411.532330 + Penalty 1869.586108 = -24541.946222
  nChanged 14
		SP:Iteration 2Q (84793.210000 sec): 3 clusters
  Score: Raw -26441.574118 + Penalty 1869.586108 = -24571.988011
  nChanged 11
		SP:Iteration 3Q (84793.340000 sec): 3 clusters
  Score: Raw -26461.088419 + Penalty 1869.586108 = -24591.502311
  nChanged 10
		SP:Iteration 4Q (84793.480000 sec): 3 clusters
  Score: Raw -26480.540431 + Penalty 1869.586108 = -24610.954323
  nChanged 8
		SP:Iteration 5Q (84793.630000 sec): 3 clusters
  Score: Raw -26499.916846 + Penalty 1869.586108 = -24630.330739
  nChanged 7
		SP:Iteration 6Q (84793.760000 sec): 3 clusters
  Score: Raw -26508.472489 + Penalty 1869.586108 = -24638.886381
  nChanged 3
		SP:Iteration 7Q (84793.910000 sec): 3 clusters
  Score: Raw -26512.834282 + Penalty 1869.586108 = -24643.248175
  nChanged 3
		SP:Iteration 8Q (84794.070000 sec): 3 clusters
  Score: Raw -26517.935091 + Penalty 1869.586108 = -24648.348984
  nChanged 6
		SP:Iteration 9Q (84794.220000 sec): 3 clusters
  Score: Raw -26529.091930 + Penalty 1869.586108 = -24659.505822
  nChanged 7
		SP:Iteration 10Q (84794.400000 sec): 3 clusters
  Score: Raw -26561.073672 + Penalty 1869.586108 = -24691.487564
  nChanged 7
		SP:Iteration 11Q (84794.590000 sec): 3 clusters
  Score: Raw -26593.100092 + Penalty 1869.586108 = -24723.513985
  nChanged 9
		SP:Iteration 12Q (84794.800000 sec): 3 clusters
  Score: Raw -26625.249443 + Penalty 1869.586108 = -24755.663336
  nChanged 8
		SP:Iteration 13Q (84794.950000 sec): 3 clusters
  Score: Raw -26659.084232 + Penalty 1869.586108 = -24789.498124
  nChanged 7
		SP:Iteration 14Q (84795.070000 sec): 3 clusters
  Score: Raw -26677.316298 + Penalty 1869.586108 = -24807.730191
  nChanged 4
		SP:Iteration 15Q (84795.350000 sec): 3 clusters
  Score: Raw -26687.340003 + Penalty 1869.586108 = -24817.753895
  nChanged 2
		SP:Iteration 16Q (84795.530000 sec): 3 clusters
  Score: Raw -26693.228400 + Penalty 1869.586108 = -24823.642293
  nChanged 1
		SP:Iteration 17Q (84795.710000 sec): 3 clusters
  Score: Raw -26695.113904 + Penalty 1869.586108 = -24825.527797
  nChanged 0
		SP:Iteration 18F (84795.870000 sec): 3 clusters
  Score: Raw -26695.822739 + Penalty 1869.586108 = -24826.236632
  nChanged 1
		SP:Iteration 19Q (84796.020000 sec): 3 clusters
  Score: Raw -26700.009267 + Penalty 1869.586108 = -24830.423159
  nChanged 0
		SP:Iteration 20F (84796.170000 sec): 3 clusters
  Score: Raw -26700.009267 + Penalty 1869.586108 = -24830.423159
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 17 (9520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84796.330000 sec): 2 clusters
  Score: Raw -725360.099050 + Penalty 1488.686896 = -723871.412154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84796.500000 sec): 3 clusters
  Score: Raw -720032.626728 + Penalty 2977.373792 = -717055.252936
  nChanged 4061
		SP:Iteration 1F (84796.740000 sec): 3 clusters
  Score: Raw -722230.865611 + Penalty 2977.373792 = -719253.491819
  nChanged 638
		SP:Iteration 2F (84796.990000 sec): 3 clusters
  Score: Raw -722562.878570 + Penalty 2977.373792 = -719585.504779
  nChanged 560
		SP:Iteration 3F (84797.250000 sec): 3 clusters
  Score: Raw -722893.169477 + Penalty 2977.373792 = -719915.795685
  nChanged 521
		SP:Iteration 4F (84797.510000 sec): 3 clusters
  Score: Raw -723229.992191 + Penalty 2977.373792 = -720252.618400
  nChanged 534
		SP:Iteration 5F (84797.740000 sec): 3 clusters
  Score: Raw -723651.673690 + Penalty 2977.373792 = -720674.299898
  nChanged 541
		SP:Iteration 6F (84797.940000 sec): 3 clusters
  Score: Raw -724057.187228 + Penalty 2977.373792 = -721079.813437
  nChanged 510
		SP:Iteration 7F (84798.180000 sec): 3 clusters
  Score: Raw -724423.755581 + Penalty 2977.373792 = -721446.381790
  nChanged 497
		SP:Iteration 8F (84798.440000 sec): 3 clusters
  Score: Raw -724782.553022 + Penalty 2977.373792 = -721805.179230
  nChanged 462
		SP:Iteration 9Q (84798.630000 sec): 3 clusters
  Score: Raw -725132.690948 + Penalty 2977.373792 = -722155.317156
  nChanged 396
		SP:Iteration 10Q (84798.870000 sec): 3 clusters
  Score: Raw -725406.980054 + Penalty 2977.373792 = -722429.606262
  nChanged 306
		SP:Iteration 11Q (84799.150000 sec): 3 clusters
  Score: Raw -725645.328352 + Penalty 2977.373792 = -722667.954561
  nChanged 274
		SP:Iteration 12Q (84799.380000 sec): 3 clusters
  Score: Raw -725878.773625 + Penalty 2977.373792 = -722901.399834
  nChanged 208
		SP:Iteration 13Q (84799.590000 sec): 3 clusters
  Score: Raw -726040.173758 + Penalty 2977.373792 = -723062.799966
  nChanged 161
		SP:Iteration 14Q (84799.730000 sec): 3 clusters
  Score: Raw -726143.230503 + Penalty 2977.373792 = -723165.856711
  nChanged 135
		SP:Iteration 15Q (84799.930000 sec): 3 clusters
  Score: Raw -726216.784626 + Penalty 2977.373792 = -723239.410834
  nChanged 113
		SP:Iteration 16Q (84800.120000 sec): 3 clusters
  Score: Raw -726278.997515 + Penalty 2977.373792 = -723301.623724
  nChanged 87
		SP:Iteration 17Q (84800.330000 sec): 3 clusters
  Score: Raw -726319.345732 + Penalty 2977.373792 = -723341.971941
  nChanged 76
		SP:Iteration 18Q (84800.500000 sec): 3 clusters
  Score: Raw -726364.946219 + Penalty 2977.373792 = -723387.572427
  nChanged 77
		SP:Iteration 19Q (84800.750000 sec): 3 clusters
  Score: Raw -726410.055865 + Penalty 2977.373792 = -723432.682073
  nChanged 74
		SP:Iteration 20F (84800.970000 sec): 3 clusters
  Score: Raw -726445.075143 + Penalty 2977.373792 = -723467.701351
  nChanged 51
		SP:Iteration 21Q (84801.180000 sec): 3 clusters
  Score: Raw -726465.899364 + Penalty 2977.373792 = -723488.525573
  nChanged 45
		SP:Iteration 22Q (84801.390000 sec): 3 clusters
  Score: Raw -726485.045342 + Penalty 2977.373792 = -723507.671551
  nChanged 35
		SP:Iteration 23Q (84801.650000 sec): 3 clusters
  Score: Raw -726502.134252 + Penalty 2977.373792 = -723524.760461
  nChanged 35
		SP:Iteration 24Q (84801.940000 sec): 3 clusters
  Score: Raw -726517.893228 + Penalty 2977.373792 = -723540.519436
  nChanged 30
		SP:Iteration 25Q (84802.110000 sec): 3 clusters
  Score: Raw -726528.358725 + Penalty 2977.373792 = -723550.984933
  nChanged 23
		SP:Iteration 26Q (84802.380000 sec): 3 clusters
  Score: Raw -726536.919775 + Penalty 2977.373792 = -723559.545984
  nChanged 21
		SP:Iteration 27Q (84802.590000 sec): 3 clusters
  Score: Raw -726545.311463 + Penalty 2977.373792 = -723567.937672
  nChanged 19
		SP:Iteration 28Q (84802.840000 sec): 3 clusters
  Score: Raw -726551.152939 + Penalty 2977.373792 = -723573.779148
  nChanged 11
		SP:Iteration 29Q (84803.020000 sec): 3 clusters
  Score: Raw -726554.437236 + Penalty 2977.373792 = -723577.063444
  nChanged 13
		SP:Iteration 30Q (84803.240000 sec): 3 clusters
  Score: Raw -726557.925493 + Penalty 2977.373792 = -723580.551702
  nChanged 8
		SP:Iteration 31Q (84803.450000 sec): 3 clusters
  Score: Raw -726559.252586 + Penalty 2977.373792 = -723581.878794
  nChanged 3
		SP:Iteration 32Q (84803.630000 sec): 3 clusters
  Score: Raw -726559.928749 + Penalty 2977.373792 = -723582.554958
  nChanged 5
		SP:Iteration 33Q (84803.870000 sec): 3 clusters
  Score: Raw -726561.126024 + Penalty 2977.373792 = -723583.752233
  nChanged 4
		SP:Iteration 34Q (84804.130000 sec): 3 clusters
  Score: Raw -726562.309560 + Penalty 2977.373792 = -723584.935768
  nChanged 5
		SP:Iteration 35Q (84804.350000 sec): 3 clusters
  Score: Raw -726564.127768 + Penalty 2977.373792 = -723586.753976
  nChanged 8
		SP:Iteration 36Q (84804.520000 sec): 3 clusters
  Score: Raw -726566.639687 + Penalty 2977.373792 = -723589.265896
  nChanged 9
		SP:Iteration 37Q (84804.730000 sec): 3 clusters
  Score: Raw -726568.844207 + Penalty 2977.373792 = -723591.470415
  nChanged 7
		SP:Iteration 38Q (84804.940000 sec): 3 clusters
  Score: Raw -726570.078077 + Penalty 2977.373792 = -723592.704285
  nChanged 5
		SP:Iteration 39Q (84805.130000 sec): 3 clusters
  Score: Raw -726571.244127 + Penalty 2977.373792 = -723593.870335
  nChanged 1
		SP:Iteration 40F (84805.380000 sec): 3 clusters
  Score: Raw -726571.530599 + Penalty 2977.373792 = -723594.156808
  nChanged 1
		SP:Iteration 41Q (84805.620000 sec): 3 clusters
  Score: Raw -726571.673459 + Penalty 2977.373792 = -723594.299668
  nChanged 1
		SP:Iteration 42Q (84805.870000 sec): 3 clusters
  Score: Raw -726572.206834 + Penalty 2977.373792 = -723594.833042
  nChanged 2
		SP:Iteration 43Q (84806.130000 sec): 3 clusters
  Score: Raw -726572.741510 + Penalty 2977.373792 = -723595.367719
  nChanged 3
		SP:Iteration 44Q (84806.380000 sec): 3 clusters
  Score: Raw -726573.725925 + Penalty 2977.373792 = -723596.352134
  nChanged 0
		SP:Iteration 45F (84806.610000 sec): 3 clusters
  Score: Raw -726573.725925 + Penalty 2977.373792 = -723596.352134
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 18 (506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84806.800000 sec): 2 clusters
  Score: Raw -43979.323270 + Penalty 1011.812209 = -42967.511061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84806.970000 sec): 3 clusters
  Score: Raw -43912.765252 + Penalty 2023.624418 = -41889.140835
  nChanged 123
		SP:Iteration 1F (84807.190000 sec): 3 clusters
  Score: Raw -44057.780789 + Penalty 2023.624418 = -42034.156372
  nChanged 22
		SP:Iteration 2Q (84807.370000 sec): 3 clusters
  Score: Raw -44088.148028 + Penalty 2023.624418 = -42064.523610
  nChanged 8
		SP:Iteration 3Q (84807.600000 sec): 3 clusters
  Score: Raw -44099.849735 + Penalty 2023.624418 = -42076.225318
  nChanged 8
		SP:Iteration 4Q (84807.720000 sec): 3 clusters
  Score: Raw -44113.238848 + Penalty 2023.624418 = -42089.614430
  nChanged 5
		SP:Iteration 5Q (84807.910000 sec): 3 clusters
  Score: Raw -44123.504164 + Penalty 2023.624418 = -42099.879746
  nChanged 5
		SP:Iteration 6Q (84808.080000 sec): 3 clusters
  Score: Raw -44128.678748 + Penalty 2023.624418 = -42105.054330
  nChanged 4
		SP:Iteration 7Q (84808.200000 sec): 3 clusters
  Score: Raw -44135.949359 + Penalty 2023.624418 = -42112.324942
  nChanged 2
		SP:Iteration 8Q (84808.380000 sec): 3 clusters
  Score: Raw -44137.602636 + Penalty 2023.624418 = -42113.978218
  nChanged 1
		SP:Iteration 9Q (84808.560000 sec): 3 clusters
  Score: Raw -44138.611297 + Penalty 2023.624418 = -42114.986879
  nChanged 1
		SP:Iteration 10Q (84808.680000 sec): 3 clusters
  Score: Raw -44139.931716 + Penalty 2023.624418 = -42116.307298
  nChanged 1
		SP:Iteration 11Q (84808.860000 sec): 3 clusters
  Score: Raw -44141.301067 + Penalty 2023.624418 = -42117.676649
  nChanged 1
		SP:Iteration 12Q (84809.040000 sec): 3 clusters
  Score: Raw -44142.153183 + Penalty 2023.624418 = -42118.528766
  nChanged 0
		SP:Iteration 13F (84809.160000 sec): 3 clusters
  Score: Raw -44142.153183 + Penalty 2023.624418 = -42118.528766
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 19 (171590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84810.060000 sec): 2 clusters
  Score: Raw -14817998.905533 + Penalty 1958.590268 = -14816040.315265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84811.100000 sec): 3 clusters
  Score: Raw -14704925.207536 + Penalty 3917.180537 = -14701008.027000
  nChanged 82993
		SP:Iteration 1F (84812.250000 sec): 3 clusters
  Score: Raw -14754101.569285 + Penalty 3917.180537 = -14750184.388748
  nChanged 5313
		SP:Iteration 2Q (84813.560000 sec): 3 clusters
  Score: Raw -14755382.478656 + Penalty 3917.180537 = -14751465.298120
  nChanged 5825
		SP:Iteration 3Q (84814.860000 sec): 3 clusters
  Score: Raw -14757124.158097 + Penalty 3917.180537 = -14753206.977560
  nChanged 7042
		SP:Iteration 4Q (84816.070000 sec): 3 clusters
  Score: Raw -14759973.495026 + Penalty 3917.180537 = -14756056.314490
  nChanged 9034
		SP:Iteration 5F (84817.350000 sec): 3 clusters
  Score: Raw -14764821.463931 + Penalty 3917.180537 = -14760904.283394
  nChanged 11415
		SP:Iteration 6F (84818.550000 sec): 3 clusters
  Score: Raw -14772471.107920 + Penalty 3917.180537 = -14768553.927383
  nChanged 12893
		SP:Iteration 7F (84819.760000 sec): 3 clusters
  Score: Raw -14782591.773961 + Penalty 3917.180537 = -14778674.593424
  nChanged 12497
		SP:Iteration 8F (84820.810000 sec): 3 clusters
  Score: Raw -14793309.790422 + Penalty 3917.180537 = -14789392.609886
  nChanged 10619
		SP:Iteration 9F (84822.030000 sec): 3 clusters
  Score: Raw -14802776.213415 + Penalty 3917.180537 = -14798859.032878
  nChanged 7590
		SP:Iteration 10Q (84823.280000 sec): 3 clusters
  Score: Raw -14809419.083607 + Penalty 3917.180537 = -14805501.903070
  nChanged 4947
		SP:Iteration 11Q (84824.460000 sec): 3 clusters
  Score: Raw -14813645.328820 + Penalty 3917.180537 = -14809728.148284
  nChanged 2945
		SP:Iteration 12Q (84825.580000 sec): 3 clusters
  Score: Raw -14816049.907516 + Penalty 3917.180537 = -14812132.726980
  nChanged 1511
		SP:Iteration 13Q (84826.740000 sec): 3 clusters
  Score: Raw -14817223.782615 + Penalty 3917.180537 = -14813306.602079
  nChanged 708
		SP:Iteration 14Q (84827.880000 sec): 3 clusters
  Score: Raw -14817802.455057 + Penalty 3917.180537 = -14813885.274520
  nChanged 345
		SP:Iteration 15Q (84828.980000 sec): 3 clusters
  Score: Raw -14818118.815823 + Penalty 3917.180537 = -14814201.635286
  nChanged 189
		SP:Iteration 16Q (84830.060000 sec): 3 clusters
  Score: Raw -14818276.483333 + Penalty 3917.180537 = -14814359.302796
  nChanged 124
		SP:Iteration 17Q (84831.250000 sec): 3 clusters
  Score: Raw -14818378.420026 + Penalty 3917.180537 = -14814461.239490
  nChanged 94
		SP:Iteration 18Q (84832.230000 sec): 3 clusters
  Score: Raw -14818446.903481 + Penalty 3917.180537 = -14814529.722944
  nChanged 64
		SP:Iteration 19Q (84833.330000 sec): 3 clusters
  Score: Raw -14818482.318587 + Penalty 3917.180537 = -14814565.138051
  nChanged 43
		SP:Iteration 20F (84834.510000 sec): 3 clusters
  Score: Raw -14818504.358128 + Penalty 3917.180537 = -14814587.177591
  nChanged 33
		SP:Iteration 21Q (84835.580000 sec): 3 clusters
  Score: Raw -14818520.941291 + Penalty 3917.180537 = -14814603.760754
  nChanged 42
		SP:Iteration 22Q (84836.620000 sec): 3 clusters
  Score: Raw -14818542.519075 + Penalty 3917.180537 = -14814625.338538
  nChanged 35
		SP:Iteration 23Q (84837.650000 sec): 3 clusters
  Score: Raw -14818558.113190 + Penalty 3917.180537 = -14814640.932654
  nChanged 31
		SP:Iteration 24Q (84838.690000 sec): 3 clusters
  Score: Raw -14818573.178211 + Penalty 3917.180537 = -14814655.997674
  nChanged 34
		SP:Iteration 25Q (84839.750000 sec): 3 clusters
  Score: Raw -14818589.726073 + Penalty 3917.180537 = -14814672.545536
  nChanged 30
		SP:Iteration 26Q (84840.940000 sec): 3 clusters
  Score: Raw -14818602.358730 + Penalty 3917.180537 = -14814685.178193
  nChanged 26
		SP:Iteration 27Q (84842.080000 sec): 3 clusters
  Score: Raw -14818613.041483 + Penalty 3917.180537 = -14814695.860946
  nChanged 25
		SP:Iteration 28Q (84843.090000 sec): 3 clusters
  Score: Raw -14818626.244152 + Penalty 3917.180537 = -14814709.063615
  nChanged 29
		SP:Iteration 29Q (84844.160000 sec): 3 clusters
  Score: Raw -14818638.891867 + Penalty 3917.180537 = -14814721.711331
  nChanged 26
		SP:Iteration 30Q (84845.320000 sec): 3 clusters
  Score: Raw -14818649.286696 + Penalty 3917.180537 = -14814732.106160
  nChanged 29
		SP:Iteration 31Q (84846.340000 sec): 3 clusters
  Score: Raw -14818660.737405 + Penalty 3917.180537 = -14814743.556869
  nChanged 28
		SP:Iteration 32Q (84847.400000 sec): 3 clusters
  Score: Raw -14818671.977406 + Penalty 3917.180537 = -14814754.796869
  nChanged 19
		SP:Iteration 33Q (84848.710000 sec): 3 clusters
  Score: Raw -14818677.752578 + Penalty 3917.180537 = -14814760.572041
  nChanged 15
		SP:Iteration 34Q (84849.980000 sec): 3 clusters
  Score: Raw -14818682.953968 + Penalty 3917.180537 = -14814765.773432
  nChanged 17
		SP:Iteration 35Q (84851.300000 sec): 3 clusters
  Score: Raw -14818688.722654 + Penalty 3917.180537 = -14814771.542118
  nChanged 14
		SP:Iteration 36Q (84852.590000 sec): 3 clusters
  Score: Raw -14818693.560845 + Penalty 3917.180537 = -14814776.380308
  nChanged 11
		SP:Iteration 37Q (84853.820000 sec): 3 clusters
  Score: Raw -14818696.190171 + Penalty 3917.180537 = -14814779.009635
  nChanged 11
		SP:Iteration 38Q (84855.080000 sec): 3 clusters
  Score: Raw -14818699.428692 + Penalty 3917.180537 = -14814782.248155
  nChanged 9
		SP:Iteration 39Q (84856.330000 sec): 3 clusters
  Score: Raw -14818701.924232 + Penalty 3917.180537 = -14814784.743696
  nChanged 9
		SP:Iteration 40F (84857.430000 sec): 3 clusters
  Score: Raw -14818704.306075 + Penalty 3917.180537 = -14814787.125539
  nChanged 9
		SP:Iteration 41Q (84858.460000 sec): 3 clusters
  Score: Raw -14818706.374833 + Penalty 3917.180537 = -14814789.194297
  nChanged 5
		SP:Iteration 42Q (84859.570000 sec): 3 clusters
  Score: Raw -14818707.291532 + Penalty 3917.180537 = -14814790.110996
  nChanged 4
		SP:Iteration 43Q (84860.650000 sec): 3 clusters
  Score: Raw -14818708.225120 + Penalty 3917.180537 = -14814791.044583
  nChanged 4
		SP:Iteration 44Q (84861.830000 sec): 3 clusters
  Score: Raw -14818709.944027 + Penalty 3917.180537 = -14814792.763491
  nChanged 9
		SP:Iteration 45Q (84862.870000 sec): 3 clusters
  Score: Raw -14818713.039511 + Penalty 3917.180537 = -14814795.858974
  nChanged 9
		SP:Iteration 46Q (84863.970000 sec): 3 clusters
  Score: Raw -14818717.334655 + Penalty 3917.180537 = -14814800.154119
  nChanged 13
		SP:Iteration 47Q (84865.060000 sec): 3 clusters
  Score: Raw -14818724.226111 + Penalty 3917.180537 = -14814807.045574
  nChanged 12
		SP:Iteration 48Q (84866.140000 sec): 3 clusters
  Score: Raw -14818727.752420 + Penalty 3917.180537 = -14814810.571884
  nChanged 7
		SP:Iteration 49Q (84867.160000 sec): 3 clusters
  Score: Raw -14818729.472862 + Penalty 3917.180537 = -14814812.292325
  nChanged 6
		SP:Iteration 50Q (84868.270000 sec): 3 clusters
  Score: Raw -14818731.239125 + Penalty 3917.180537 = -14814814.058588
  nChanged 6
		SP:Iteration 51Q (84869.360000 sec): 3 clusters
  Score: Raw -14818733.357105 + Penalty 3917.180537 = -14814816.176569
  nChanged 7
		SP:Iteration 52Q (84870.430000 sec): 3 clusters
  Score: Raw -14818735.404390 + Penalty 3917.180537 = -14814818.223854
  nChanged 6
		SP:Iteration 53Q (84871.380000 sec): 3 clusters
  Score: Raw -14818736.894901 + Penalty 3917.180537 = -14814819.714364
  nChanged 7
		SP:Iteration 54Q (84872.520000 sec): 3 clusters
  Score: Raw -14818739.193060 + Penalty 3917.180537 = -14814822.012524
  nChanged 8
		SP:Iteration 55Q (84873.590000 sec): 3 clusters
  Score: Raw -14818741.547811 + Penalty 3917.180537 = -14814824.367274
  nChanged 8
		SP:Iteration 56Q (84874.670000 sec): 3 clusters
  Score: Raw -14818743.114209 + Penalty 3917.180537 = -14814825.933672
  nChanged 5
		SP:Iteration 57Q (84875.710000 sec): 3 clusters
  Score: Raw -14818744.474020 + Penalty 3917.180537 = -14814827.293483
  nChanged 8
		SP:Iteration 58Q (84876.790000 sec): 3 clusters
  Score: Raw -14818745.604913 + Penalty 3917.180537 = -14814828.424376
  nChanged 1
		SP:Iteration 59Q (84877.820000 sec): 3 clusters
  Score: Raw -14818745.853569 + Penalty 3917.180537 = -14814828.673032
  nChanged 2
		SP:Iteration 60F (84878.950000 sec): 3 clusters
  Score: Raw -14818746.243157 + Penalty 3917.180537 = -14814829.062620
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 20 (472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84879.140000 sec): 2 clusters
  Score: Raw -39501.348692 + Penalty 1000.509085 = -38500.839607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84879.280000 sec): 3 clusters
  Score: Raw -39436.111845 + Penalty 2001.018170 = -37435.093675
  nChanged 100
		SP:Iteration 1F (84879.430000 sec): 3 clusters
  Score: Raw -39586.882834 + Penalty 2001.018170 = -37585.864664
  nChanged 32
		SP:Iteration 2F (84879.550000 sec): 3 clusters
  Score: Raw -39655.976473 + Penalty 2001.018170 = -37654.958302
  nChanged 15
		SP:Iteration 3Q (84879.680000 sec): 3 clusters
  Score: Raw -39676.627314 + Penalty 2001.018170 = -37675.609144
  nChanged 7
		SP:Iteration 4Q (84879.850000 sec): 3 clusters
  Score: Raw -39698.938728 + Penalty 2001.018170 = -37697.920558
  nChanged 7
		SP:Iteration 5Q (84880.030000 sec): 3 clusters
  Score: Raw -39716.357184 + Penalty 2001.018170 = -37715.339013
  nChanged 8
		SP:Iteration 6Q (84880.190000 sec): 3 clusters
  Score: Raw -39746.265032 + Penalty 2001.018170 = -37745.246862
  nChanged 9
		SP:Iteration 7Q (84880.380000 sec): 3 clusters
  Score: Raw -39769.616450 + Penalty 2001.018170 = -37768.598280
  nChanged 11
		SP:Iteration 8Q (84880.570000 sec): 3 clusters
  Score: Raw -39827.122283 + Penalty 2001.018170 = -37826.104112
  nChanged 13
		SP:Iteration 9Q (84880.690000 sec): 3 clusters
  Score: Raw -39926.977886 + Penalty 2001.018170 = -37925.959716
  nChanged 15
		SP:Iteration 10Q (84880.830000 sec): 3 clusters
  Score: Raw -39990.012557 + Penalty 2001.018170 = -37988.994387
  nChanged 8
		SP:Iteration 11Q (84880.990000 sec): 3 clusters
  Score: Raw -40011.382997 + Penalty 2001.018170 = -38010.364827
  nChanged 9
		SP:Iteration 12Q (84881.150000 sec): 3 clusters
  Score: Raw -40024.419420 + Penalty 2001.018170 = -38023.401250
  nChanged 8
		SP:Iteration 13Q (84881.340000 sec): 3 clusters
  Score: Raw -40035.537317 + Penalty 2001.018170 = -38034.519146
  nChanged 4
		SP:Iteration 14Q (84881.510000 sec): 3 clusters
  Score: Raw -40045.836307 + Penalty 2001.018170 = -38044.818137
  nChanged 6
		SP:Iteration 15Q (84881.620000 sec): 3 clusters
  Score: Raw -40081.429861 + Penalty 2001.018170 = -38080.411691
  nChanged 11
		SP:Iteration 16Q (84881.790000 sec): 3 clusters
  Score: Raw -40225.597020 + Penalty 2001.018170 = -38224.578850
  nChanged 23
		SP:Iteration 17Q (84881.990000 sec): 3 clusters
  Score: Raw -40309.056530 + Penalty 2001.018170 = -38308.038359
  nChanged 18
		SP:Iteration 18Q (84882.170000 sec): 3 clusters
  Score: Raw -40354.847944 + Penalty 2001.018170 = -38353.829773
  nChanged 9
		SP:Iteration 19Q (84882.290000 sec): 3 clusters
  Score: Raw -40372.604878 + Penalty 2001.018170 = -38371.586708
  nChanged 8
		SP:Iteration 20F (84882.470000 sec): 3 clusters
  Score: Raw -40393.496897 + Penalty 2001.018170 = -38392.478727
  nChanged 7
		SP:Iteration 21Q (84882.660000 sec): 3 clusters
  Score: Raw -40418.629988 + Penalty 2001.018170 = -38417.611818
  nChanged 5
		SP:Iteration 22Q (84882.790000 sec): 3 clusters
  Score: Raw -40432.091266 + Penalty 2001.018170 = -38431.073096
  nChanged 1
		SP:Iteration 23Q (84883.020000 sec): 3 clusters
  Score: Raw -40433.817061 + Penalty 2001.018170 = -38432.798891
  nChanged 0
		SP:Iteration 24F (84883.140000 sec): 3 clusters
  Score: Raw -40433.817061 + Penalty 2001.018170 = -38432.798891
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 21 (2670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84883.270000 sec): 2 clusters
  Score: Raw -190337.067789 + Penalty 1282.097985 = -189054.969804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84883.500000 sec): 3 clusters
  Score: Raw -189118.068747 + Penalty 2564.195969 = -186553.872778
  nChanged 961
		SP:Iteration 1F (84883.710000 sec): 3 clusters
  Score: Raw -189780.974797 + Penalty 2564.195969 = -187216.778827
  nChanged 259
		SP:Iteration 2F (84883.890000 sec): 3 clusters
  Score: Raw -190014.751549 + Penalty 2564.195969 = -187450.555580
  nChanged 192
		SP:Iteration 3F (84884.050000 sec): 3 clusters
  Score: Raw -190198.489988 + Penalty 2564.195969 = -187634.294019
  nChanged 158
		SP:Iteration 4F (84884.270000 sec): 3 clusters
  Score: Raw -190365.769152 + Penalty 2564.195969 = -187801.573183
  nChanged 146
		SP:Iteration 5F (84884.450000 sec): 3 clusters
  Score: Raw -190541.466797 + Penalty 2564.195969 = -187977.270828
  nChanged 154
		SP:Iteration 6F (84884.600000 sec): 3 clusters
  Score: Raw -190701.441440 + Penalty 2564.195969 = -188137.245470
  nChanged 122
		SP:Iteration 7Q (84884.800000 sec): 3 clusters
  Score: Raw -190817.400134 + Penalty 2564.195969 = -188253.204164
  nChanged 98
		SP:Iteration 8Q (84884.990000 sec): 3 clusters
  Score: Raw -190895.868501 + Penalty 2564.195969 = -188331.672532
  nChanged 79
		SP:Iteration 9Q (84885.170000 sec): 3 clusters
  Score: Raw -190941.946722 + Penalty 2564.195969 = -188377.750753
  nChanged 50
		SP:Iteration 10Q (84885.340000 sec): 3 clusters
  Score: Raw -190966.114411 + Penalty 2564.195969 = -188401.918442
  nChanged 38
		SP:Iteration 11Q (84885.570000 sec): 3 clusters
  Score: Raw -190983.221019 + Penalty 2564.195969 = -188419.025049
  nChanged 33
		SP:Iteration 12Q (84885.720000 sec): 3 clusters
  Score: Raw -190996.769360 + Penalty 2564.195969 = -188432.573391
  nChanged 19
		SP:Iteration 13Q (84885.890000 sec): 3 clusters
  Score: Raw -191007.528935 + Penalty 2564.195969 = -188443.332965
  nChanged 21
		SP:Iteration 14Q (84886.100000 sec): 3 clusters
  Score: Raw -191015.294067 + Penalty 2564.195969 = -188451.098098
  nChanged 9
		SP:Iteration 15Q (84886.230000 sec): 3 clusters
  Score: Raw -191019.181046 + Penalty 2564.195969 = -188454.985077
  nChanged 12
		SP:Iteration 16Q (84886.430000 sec): 3 clusters
  Score: Raw -191022.691395 + Penalty 2564.195969 = -188458.495426
  nChanged 4
		SP:Iteration 17Q (84886.520000 sec): 3 clusters
  Score: Raw -191024.626417 + Penalty 2564.195969 = -188460.430448
  nChanged 4
		SP:Iteration 18Q (84886.670000 sec): 3 clusters
  Score: Raw -191026.782395 + Penalty 2564.195969 = -188462.586426
  nChanged 4
		SP:Iteration 19Q (84886.810000 sec): 3 clusters
  Score: Raw -191028.744888 + Penalty 2564.195969 = -188464.548918
  nChanged 4
		SP:Iteration 20F (84886.970000 sec): 3 clusters
  Score: Raw -191029.698845 + Penalty 2564.195969 = -188465.502875
  nChanged 1
		SP:Iteration 21Q (84887.130000 sec): 3 clusters
  Score: Raw -191029.914374 + Penalty 2564.195969 = -188465.718405
  nChanged 0
		SP:Iteration 22F (84887.340000 sec): 3 clusters
  Score: Raw -191029.914374 + Penalty 2564.195969 = -188465.718405
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 22 (4598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84887.470000 sec): 2 clusters
  Score: Raw -370608.382819 + Penalty 1370.423715 = -369237.959105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84887.620000 sec): 3 clusters
  Score: Raw -368267.497832 + Penalty 2740.847429 = -365526.650402
  nChanged 1851
		SP:Iteration 1F (84887.800000 sec): 3 clusters
  Score: Raw -369349.349264 + Penalty 2740.847429 = -366608.501835
  nChanged 362
		SP:Iteration 2F (84887.960000 sec): 3 clusters
  Score: Raw -369562.553267 + Penalty 2740.847429 = -366821.705838
  nChanged 275
		SP:Iteration 3F (84888.170000 sec): 3 clusters
  Score: Raw -369709.406695 + Penalty 2740.847429 = -366968.559265
  nChanged 183
		SP:Iteration 4Q (84888.420000 sec): 3 clusters
  Score: Raw -369792.824801 + Penalty 2740.847429 = -367051.977372
  nChanged 140
		SP:Iteration 5Q (84888.670000 sec): 3 clusters
  Score: Raw -369850.606981 + Penalty 2740.847429 = -367109.759551
  nChanged 109
		SP:Iteration 6Q (84888.890000 sec): 3 clusters
  Score: Raw -369892.890022 + Penalty 2740.847429 = -367152.042592
  nChanged 70
		SP:Iteration 7Q (84889.040000 sec): 3 clusters
  Score: Raw -369914.179245 + Penalty 2740.847429 = -367173.331816
  nChanged 60
		SP:Iteration 8Q (84889.250000 sec): 3 clusters
  Score: Raw -369932.850872 + Penalty 2740.847429 = -367192.003443
  nChanged 51
		SP:Iteration 9Q (84889.450000 sec): 3 clusters
  Score: Raw -369949.577094 + Penalty 2740.847429 = -367208.729665
  nChanged 55
		SP:Iteration 10Q (84889.600000 sec): 3 clusters
  Score: Raw -369968.225333 + Penalty 2740.847429 = -367227.377904
  nChanged 58
		SP:Iteration 11Q (84889.820000 sec): 3 clusters
  Score: Raw -369986.597273 + Penalty 2740.847429 = -367245.749844
  nChanged 52
		SP:Iteration 12Q (84889.970000 sec): 3 clusters
  Score: Raw -370002.297430 + Penalty 2740.847429 = -367261.450001
  nChanged 46
		SP:Iteration 13Q (84890.170000 sec): 3 clusters
  Score: Raw -370016.549778 + Penalty 2740.847429 = -367275.702349
  nChanged 49
		SP:Iteration 14Q (84890.350000 sec): 3 clusters
  Score: Raw -370033.662609 + Penalty 2740.847429 = -367292.815179
  nChanged 53
		SP:Iteration 15Q (84890.570000 sec): 3 clusters
  Score: Raw -370051.168016 + Penalty 2740.847429 = -367310.320587
  nChanged 54
		SP:Iteration 16Q (84890.740000 sec): 3 clusters
  Score: Raw -370070.483867 + Penalty 2740.847429 = -367329.636438
  nChanged 62
		SP:Iteration 17Q (84890.940000 sec): 3 clusters
  Score: Raw -370092.395675 + Penalty 2740.847429 = -367351.548246
  nChanged 72
		SP:Iteration 18Q (84891.190000 sec): 3 clusters
  Score: Raw -370122.389026 + Penalty 2740.847429 = -367381.541597
  nChanged 77
		SP:Iteration 19Q (84891.350000 sec): 3 clusters
  Score: Raw -370154.088393 + Penalty 2740.847429 = -367413.240963
  nChanged 65
		SP:Iteration 20F (84891.530000 sec): 3 clusters
  Score: Raw -370180.651494 + Penalty 2740.847429 = -367439.804065
  nChanged 56
		SP:Iteration 21Q (84891.700000 sec): 3 clusters
  Score: Raw -370206.694154 + Penalty 2740.847429 = -367465.846725
  nChanged 72
		SP:Iteration 22Q (84891.940000 sec): 3 clusters
  Score: Raw -370243.217230 + Penalty 2740.847429 = -367502.369801
  nChanged 75
		SP:Iteration 23Q (84892.120000 sec): 3 clusters
  Score: Raw -370280.158971 + Penalty 2740.847429 = -367539.311542
  nChanged 80
		SP:Iteration 24Q (84892.320000 sec): 3 clusters
  Score: Raw -370322.887990 + Penalty 2740.847429 = -367582.040561
  nChanged 68
		SP:Iteration 25Q (84892.530000 sec): 3 clusters
  Score: Raw -370359.523690 + Penalty 2740.847429 = -367618.676261
  nChanged 61
		SP:Iteration 26Q (84892.700000 sec): 3 clusters
  Score: Raw -370390.282869 + Penalty 2740.847429 = -367649.435440
  nChanged 61
		SP:Iteration 27Q (84892.920000 sec): 3 clusters
  Score: Raw -370420.734361 + Penalty 2740.847429 = -367679.886932
  nChanged 49
		SP:Iteration 28Q (84893.050000 sec): 3 clusters
  Score: Raw -370448.104649 + Penalty 2740.847429 = -367707.257219
  nChanged 54
		SP:Iteration 29Q (84893.260000 sec): 3 clusters
  Score: Raw -370479.521732 + Penalty 2740.847429 = -367738.674303
  nChanged 61
		SP:Iteration 30Q (84893.460000 sec): 3 clusters
  Score: Raw -370513.317376 + Penalty 2740.847429 = -367772.469946
  nChanged 60
		SP:Iteration 31Q (84893.690000 sec): 3 clusters
  Score: Raw -370543.315279 + Penalty 2740.847429 = -367802.467850
  nChanged 43
		SP:Iteration 32Q (84893.930000 sec): 3 clusters
  Score: Raw -370566.347796 + Penalty 2740.847429 = -367825.500367
  nChanged 33
		SP:Iteration 33Q (84894.110000 sec): 3 clusters
  Score: Raw -370586.289632 + Penalty 2740.847429 = -367845.442203
  nChanged 29
		SP:Iteration 34Q (84894.350000 sec): 3 clusters
  Score: Raw -370600.676439 + Penalty 2740.847429 = -367859.829009
  nChanged 26
		SP:Iteration 35Q (84894.500000 sec): 3 clusters
  Score: Raw -370612.978754 + Penalty 2740.847429 = -367872.131325
  nChanged 20
		SP:Iteration 36Q (84894.670000 sec): 3 clusters
  Score: Raw -370622.674312 + Penalty 2740.847429 = -367881.826883
  nChanged 20
		SP:Iteration 37Q (84894.830000 sec): 3 clusters
  Score: Raw -370637.982488 + Penalty 2740.847429 = -367897.135059
  nChanged 28
		SP:Iteration 38Q (84895.000000 sec): 3 clusters
  Score: Raw -370660.539957 + Penalty 2740.847429 = -367919.692528
  nChanged 29
		SP:Iteration 39Q (84895.170000 sec): 3 clusters
  Score: Raw -370681.120070 + Penalty 2740.847429 = -367940.272641
  nChanged 30
		SP:Iteration 40F (84895.410000 sec): 3 clusters
  Score: Raw -370699.865647 + Penalty 2740.847429 = -367959.018218
  nChanged 29
		SP:Iteration 41Q (84895.660000 sec): 3 clusters
  Score: Raw -370720.215191 + Penalty 2740.847429 = -367979.367761
  nChanged 18
		SP:Iteration 42Q (84895.860000 sec): 3 clusters
  Score: Raw -370733.348675 + Penalty 2740.847429 = -367992.501246
  nChanged 21
		SP:Iteration 43Q (84896.060000 sec): 3 clusters
  Score: Raw -370745.918270 + Penalty 2740.847429 = -368005.070840
  nChanged 18
		SP:Iteration 44Q (84896.320000 sec): 3 clusters
  Score: Raw -370753.622227 + Penalty 2740.847429 = -368012.774798
  nChanged 12
		SP:Iteration 45Q (84896.540000 sec): 3 clusters
  Score: Raw -370756.817901 + Penalty 2740.847429 = -368015.970471
  nChanged 5
		SP:Iteration 46Q (84896.830000 sec): 3 clusters
  Score: Raw -370758.223917 + Penalty 2740.847429 = -368017.376488
  nChanged 3
		SP:Iteration 47Q (84897.070000 sec): 3 clusters
  Score: Raw -370758.868274 + Penalty 2740.847429 = -368018.020845
  nChanged 2
		SP:Iteration 48Q (84897.230000 sec): 3 clusters
  Score: Raw -370759.505305 + Penalty 2740.847429 = -368018.657876
  nChanged 2
		SP:Iteration 49Q (84897.410000 sec): 3 clusters
  Score: Raw -370760.314615 + Penalty 2740.847429 = -368019.467185
  nChanged 1
		SP:Iteration 50Q (84897.600000 sec): 3 clusters
  Score: Raw -370760.651523 + Penalty 2740.847429 = -368019.804093
  nChanged 2
		SP:Iteration 51Q (84897.770000 sec): 3 clusters
  Score: Raw -370761.473678 + Penalty 2740.847429 = -368020.626249
  nChanged 1
		SP:Iteration 52Q (84897.940000 sec): 3 clusters
  Score: Raw -370761.736490 + Penalty 2740.847429 = -368020.889061
  nChanged 1
		SP:Iteration 53Q (84898.150000 sec): 3 clusters
  Score: Raw -370763.046556 + Penalty 2740.847429 = -368022.199127
  nChanged 4
		SP:Iteration 54Q (84898.300000 sec): 3 clusters
  Score: Raw -370765.075338 + Penalty 2740.847429 = -368024.227909
  nChanged 5
		SP:Iteration 55Q (84898.500000 sec): 3 clusters
  Score: Raw -370767.074575 + Penalty 2740.847429 = -368026.227146
  nChanged 6
		SP:Iteration 56Q (84898.680000 sec): 3 clusters
  Score: Raw -370769.439599 + Penalty 2740.847429 = -368028.592170
  nChanged 2
		SP:Iteration 57Q (84898.830000 sec): 3 clusters
  Score: Raw -370770.388881 + Penalty 2740.847429 = -368029.541452
  nChanged 3
		SP:Iteration 58Q (84899.060000 sec): 3 clusters
  Score: Raw -370772.294198 + Penalty 2740.847429 = -368031.446769
  nChanged 7
		SP:Iteration 59Q (84899.260000 sec): 3 clusters
  Score: Raw -370774.785037 + Penalty 2740.847429 = -368033.937608
  nChanged 2
		SP:Iteration 60F (84899.470000 sec): 3 clusters
  Score: Raw -370775.591305 + Penalty 2740.847429 = -368034.743875
  nChanged 4
		SP:Iteration 61Q (84899.660000 sec): 3 clusters
  Score: Raw -370778.511459 + Penalty 2740.847429 = -368037.664030
  nChanged 8
		SP:Iteration 62Q (84899.960000 sec): 3 clusters
  Score: Raw -370783.529922 + Penalty 2740.847429 = -368042.682493
  nChanged 6
		SP:Iteration 63Q (84900.140000 sec): 3 clusters
  Score: Raw -370786.080516 + Penalty 2740.847429 = -368045.233087
  nChanged 3
		SP:Iteration 64Q (84900.350000 sec): 3 clusters
  Score: Raw -370786.645316 + Penalty 2740.847429 = -368045.797886
  nChanged 2
		SP:Iteration 65Q (84900.550000 sec): 3 clusters
  Score: Raw -370788.040815 + Penalty 2740.847429 = -368047.193385
  nChanged 0
		SP:Iteration 66F (84900.760000 sec): 3 clusters
  Score: Raw -370788.040815 + Penalty 2740.847429 = -368047.193385
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 23 (6055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84900.900000 sec): 2 clusters
  Score: Raw -501960.914006 + Penalty 1415.153944 = -500545.760062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84901.130000 sec): 3 clusters
  Score: Raw -498724.955170 + Penalty 2830.307888 = -495894.647282
  nChanged 2516
		SP:Iteration 1F (84901.380000 sec): 3 clusters
  Score: Raw -500092.756305 + Penalty 2830.307888 = -497262.448417
  nChanged 432
		SP:Iteration 2F (84901.560000 sec): 3 clusters
  Score: Raw -500304.865294 + Penalty 2830.307888 = -497474.557406
  nChanged 322
		SP:Iteration 3F (84901.730000 sec): 3 clusters
  Score: Raw -500452.402506 + Penalty 2830.307888 = -497622.094618
  nChanged 263
		SP:Iteration 4Q (84901.950000 sec): 3 clusters
  Score: Raw -500576.851813 + Penalty 2830.307888 = -497746.543924
  nChanged 246
		SP:Iteration 5Q (84902.160000 sec): 3 clusters
  Score: Raw -500686.766059 + Penalty 2830.307888 = -497856.458170
  nChanged 211
		SP:Iteration 6Q (84902.370000 sec): 3 clusters
  Score: Raw -500784.087933 + Penalty 2830.307888 = -497953.780045
  nChanged 216
		SP:Iteration 7Q (84902.650000 sec): 3 clusters
  Score: Raw -500879.574126 + Penalty 2830.307888 = -498049.266238
  nChanged 206
		SP:Iteration 8Q (84902.910000 sec): 3 clusters
  Score: Raw -500982.692306 + Penalty 2830.307888 = -498152.384417
  nChanged 247
		SP:Iteration 9Q (84903.060000 sec): 3 clusters
  Score: Raw -501123.358600 + Penalty 2830.307888 = -498293.050712
  nChanged 238
		SP:Iteration 10Q (84903.290000 sec): 3 clusters
  Score: Raw -501259.901572 + Penalty 2830.307888 = -498429.593683
  nChanged 236
		SP:Iteration 11Q (84903.480000 sec): 3 clusters
  Score: Raw -501415.616258 + Penalty 2830.307888 = -498585.308370
  nChanged 234
		SP:Iteration 12Q (84903.660000 sec): 3 clusters
  Score: Raw -501592.546113 + Penalty 2830.307888 = -498762.238225
  nChanged 214
		SP:Iteration 13Q (84903.880000 sec): 3 clusters
  Score: Raw -501763.647048 + Penalty 2830.307888 = -498933.339160
  nChanged 174
		SP:Iteration 14Q (84904.150000 sec): 3 clusters
  Score: Raw -501890.017416 + Penalty 2830.307888 = -499059.709528
  nChanged 128
		SP:Iteration 15Q (84904.340000 sec): 3 clusters
  Score: Raw -501983.271091 + Penalty 2830.307888 = -499152.963203
  nChanged 92
		SP:Iteration 16Q (84904.520000 sec): 3 clusters
  Score: Raw -502051.393855 + Penalty 2830.307888 = -499221.085967
  nChanged 71
		SP:Iteration 17Q (84904.700000 sec): 3 clusters
  Score: Raw -502112.220843 + Penalty 2830.307888 = -499281.912955
  nChanged 47
		SP:Iteration 18Q (84904.910000 sec): 3 clusters
  Score: Raw -502153.463065 + Penalty 2830.307888 = -499323.155177
  nChanged 37
		SP:Iteration 19Q (84905.110000 sec): 3 clusters
  Score: Raw -502184.088088 + Penalty 2830.307888 = -499353.780199
  nChanged 32
		SP:Iteration 20F (84905.330000 sec): 3 clusters
  Score: Raw -502207.326045 + Penalty 2830.307888 = -499377.018157
  nChanged 25
		SP:Iteration 21Q (84905.550000 sec): 3 clusters
  Score: Raw -502227.907286 + Penalty 2830.307888 = -499397.599398
  nChanged 13
		SP:Iteration 22Q (84905.750000 sec): 3 clusters
  Score: Raw -502239.025128 + Penalty 2830.307888 = -499408.717240
  nChanged 11
		SP:Iteration 23Q (84905.940000 sec): 3 clusters
  Score: Raw -502244.897061 + Penalty 2830.307888 = -499414.589173
  nChanged 9
		SP:Iteration 24Q (84906.170000 sec): 3 clusters
  Score: Raw -502251.568719 + Penalty 2830.307888 = -499421.260831
  nChanged 12
		SP:Iteration 25Q (84906.420000 sec): 3 clusters
  Score: Raw -502262.087027 + Penalty 2830.307888 = -499431.779139
  nChanged 16
		SP:Iteration 26Q (84906.600000 sec): 3 clusters
  Score: Raw -502278.034069 + Penalty 2830.307888 = -499447.726181
  nChanged 9
		SP:Iteration 27Q (84906.800000 sec): 3 clusters
  Score: Raw -502285.264113 + Penalty 2830.307888 = -499454.956225
  nChanged 7
		SP:Iteration 28Q (84907.050000 sec): 3 clusters
  Score: Raw -502288.542426 + Penalty 2830.307888 = -499458.234538
  nChanged 4
		SP:Iteration 29Q (84907.290000 sec): 3 clusters
  Score: Raw -502292.118655 + Penalty 2830.307888 = -499461.810766
  nChanged 11
		SP:Iteration 30Q (84907.440000 sec): 3 clusters
  Score: Raw -502299.480806 + Penalty 2830.307888 = -499469.172917
  nChanged 3
		SP:Iteration 31Q (84907.710000 sec): 3 clusters
  Score: Raw -502301.957353 + Penalty 2830.307888 = -499471.649465
  nChanged 4
		SP:Iteration 32Q (84907.920000 sec): 3 clusters
  Score: Raw -502304.297607 + Penalty 2830.307888 = -499473.989719
  nChanged 2
		SP:Iteration 33Q (84908.110000 sec): 3 clusters
  Score: Raw -502305.996260 + Penalty 2830.307888 = -499475.688372
  nChanged 2
		SP:Iteration 34Q (84908.340000 sec): 3 clusters
  Score: Raw -502307.611683 + Penalty 2830.307888 = -499477.303795
  nChanged 2
		SP:Iteration 35Q (84908.530000 sec): 3 clusters
  Score: Raw -502308.327200 + Penalty 2830.307888 = -499478.019312
  nChanged 1
		SP:Iteration 36Q (84908.750000 sec): 3 clusters
  Score: Raw -502309.375218 + Penalty 2830.307888 = -499479.067330
  nChanged 1
		SP:Iteration 37Q (84908.950000 sec): 3 clusters
  Score: Raw -502309.985271 + Penalty 2830.307888 = -499479.677383
  nChanged 0
		SP:Iteration 38F (84909.130000 sec): 3 clusters
  Score: Raw -502309.985271 + Penalty 2830.307888 = -499479.677383
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 24 (77551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84909.700000 sec): 2 clusters
  Score: Raw -6773894.445574 + Penalty 1829.537298 = -6772064.908277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84910.350000 sec): 3 clusters
  Score: Raw -6723750.403702 + Penalty 3659.074596 = -6720091.329106
  nChanged 36700
		SP:Iteration 1F (84910.930000 sec): 3 clusters
  Score: Raw -6745972.701257 + Penalty 3659.074596 = -6742313.626661
  nChanged 3982
		SP:Iteration 2F (84911.500000 sec): 3 clusters
  Score: Raw -6747794.387252 + Penalty 3659.074596 = -6744135.312657
  nChanged 5102
		SP:Iteration 3F (84912.150000 sec): 3 clusters
  Score: Raw -6750841.780108 + Penalty 3659.074596 = -6747182.705513
  nChanged 5989
		SP:Iteration 4F (84912.820000 sec): 3 clusters
  Score: Raw -6755226.768416 + Penalty 3659.074596 = -6751567.693820
  nChanged 6331
		SP:Iteration 5F (84913.410000 sec): 3 clusters
  Score: Raw -6760498.752349 + Penalty 3659.074596 = -6756839.677753
  nChanged 5759
		SP:Iteration 6F (84914.100000 sec): 3 clusters
  Score: Raw -6765519.359954 + Penalty 3659.074596 = -6761860.285359
  nChanged 4292
		SP:Iteration 7F (84914.730000 sec): 3 clusters
  Score: Raw -6769131.145631 + Penalty 3659.074596 = -6765472.071035
  nChanged 2792
		SP:Iteration 8Q (84915.460000 sec): 3 clusters
  Score: Raw -6771335.389153 + Penalty 3659.074596 = -6767676.314558
  nChanged 1716
		SP:Iteration 9Q (84916.140000 sec): 3 clusters
  Score: Raw -6772629.000619 + Penalty 3659.074596 = -6768969.926023
  nChanged 987
		SP:Iteration 10Q (84916.730000 sec): 3 clusters
  Score: Raw -6773356.662133 + Penalty 3659.074596 = -6769697.587538
  nChanged 582
		SP:Iteration 11Q (84917.340000 sec): 3 clusters
  Score: Raw -6773806.879562 + Penalty 3659.074596 = -6770147.804967
  nChanged 373
		SP:Iteration 12Q (84917.830000 sec): 3 clusters
  Score: Raw -6774110.995500 + Penalty 3659.074596 = -6770451.920904
  nChanged 209
		SP:Iteration 13Q (84918.370000 sec): 3 clusters
  Score: Raw -6774258.066930 + Penalty 3659.074596 = -6770598.992334
  nChanged 147
		SP:Iteration 14Q (84919.100000 sec): 3 clusters
  Score: Raw -6774356.106758 + Penalty 3659.074596 = -6770697.032163
  nChanged 108
		SP:Iteration 15Q (84919.690000 sec): 3 clusters
  Score: Raw -6774421.620825 + Penalty 3659.074596 = -6770762.546230
  nChanged 74
		SP:Iteration 16Q (84920.240000 sec): 3 clusters
  Score: Raw -6774457.084351 + Penalty 3659.074596 = -6770798.009755
  nChanged 48
		SP:Iteration 17Q (84920.850000 sec): 3 clusters
  Score: Raw -6774480.504062 + Penalty 3659.074596 = -6770821.429466
  nChanged 38
		SP:Iteration 18Q (84921.470000 sec): 3 clusters
  Score: Raw -6774497.167484 + Penalty 3659.074596 = -6770838.092889
  nChanged 31
		SP:Iteration 19Q (84922.070000 sec): 3 clusters
  Score: Raw -6774512.757916 + Penalty 3659.074596 = -6770853.683320
  nChanged 29
		SP:Iteration 20F (84922.660000 sec): 3 clusters
  Score: Raw -6774525.661502 + Penalty 3659.074596 = -6770866.586906
  nChanged 16
		SP:Iteration 21Q (84923.290000 sec): 3 clusters
  Score: Raw -6774530.001813 + Penalty 3659.074596 = -6770870.927218
  nChanged 13
		SP:Iteration 22Q (84924.020000 sec): 3 clusters
  Score: Raw -6774533.776426 + Penalty 3659.074596 = -6770874.701831
  nChanged 10
		SP:Iteration 23Q (84924.660000 sec): 3 clusters
  Score: Raw -6774537.144358 + Penalty 3659.074596 = -6770878.069763
  nChanged 11
		SP:Iteration 24Q (84925.350000 sec): 3 clusters
  Score: Raw -6774540.051861 + Penalty 3659.074596 = -6770880.977265
  nChanged 11
		SP:Iteration 25Q (84925.990000 sec): 3 clusters
  Score: Raw -6774542.885996 + Penalty 3659.074596 = -6770883.811400
  nChanged 4
		SP:Iteration 26Q (84926.690000 sec): 3 clusters
  Score: Raw -6774544.461968 + Penalty 3659.074596 = -6770885.387372
  nChanged 5
		SP:Iteration 27Q (84927.350000 sec): 3 clusters
  Score: Raw -6774546.004122 + Penalty 3659.074596 = -6770886.929526
  nChanged 6
		SP:Iteration 28Q (84928.020000 sec): 3 clusters
  Score: Raw -6774547.265733 + Penalty 3659.074596 = -6770888.191137
  nChanged 1
		SP:Iteration 29Q (84928.680000 sec): 3 clusters
  Score: Raw -6774547.420515 + Penalty 3659.074596 = -6770888.345919
  nChanged 2
		SP:Iteration 30Q (84929.270000 sec): 3 clusters
  Score: Raw -6774548.890505 + Penalty 3659.074596 = -6770889.815910
  nChanged 5
		SP:Iteration 31Q (84929.870000 sec): 3 clusters
  Score: Raw -6774551.103845 + Penalty 3659.074596 = -6770892.029250
  nChanged 6
		SP:Iteration 32Q (84930.510000 sec): 3 clusters
  Score: Raw -6774553.104584 + Penalty 3659.074596 = -6770894.029988
  nChanged 6
		SP:Iteration 33Q (84931.180000 sec): 3 clusters
  Score: Raw -6774555.933201 + Penalty 3659.074596 = -6770896.858605
  nChanged 5
		SP:Iteration 34Q (84931.820000 sec): 3 clusters
  Score: Raw -6774557.613733 + Penalty 3659.074596 = -6770898.539137
  nChanged 3
		SP:Iteration 35Q (84932.410000 sec): 3 clusters
  Score: Raw -6774558.247983 + Penalty 3659.074596 = -6770899.173387
  nChanged 0
		SP:Iteration 36F (84933.000000 sec): 3 clusters
  Score: Raw -6774558.247983 + Penalty 3659.074596 = -6770899.173387
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 25 (12482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84933.110000 sec): 2 clusters
  Score: Raw -1114062.352893 + Penalty 1532.706969 = -1112529.645924
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84933.410000 sec): 3 clusters
  Score: Raw -1106792.866428 + Penalty 3065.413938 = -1103727.452490
  nChanged 5516
		SP:Iteration 1F (84933.670000 sec): 3 clusters
  Score: Raw -1109701.149480 + Penalty 3065.413938 = -1106635.735542
  nChanged 725
		SP:Iteration 2F (84933.910000 sec): 3 clusters
  Score: Raw -1109986.538034 + Penalty 3065.413938 = -1106921.124097
  nChanged 616
		SP:Iteration 3Q (84934.140000 sec): 3 clusters
  Score: Raw -1110232.160709 + Penalty 3065.413938 = -1107166.746772
  nChanged 552
		SP:Iteration 4Q (84934.350000 sec): 3 clusters
  Score: Raw -1110450.932280 + Penalty 3065.413938 = -1107385.518342
  nChanged 517
		SP:Iteration 5Q (84934.590000 sec): 3 clusters
  Score: Raw -1110683.292729 + Penalty 3065.413938 = -1107617.878792
  nChanged 526
		SP:Iteration 6Q (84934.850000 sec): 3 clusters
  Score: Raw -1110962.217840 + Penalty 3065.413938 = -1107896.803902
  nChanged 574
		SP:Iteration 7Q (84935.100000 sec): 3 clusters
  Score: Raw -1111342.384563 + Penalty 3065.413938 = -1108276.970626
  nChanged 676
		SP:Iteration 8F (84935.300000 sec): 3 clusters
  Score: Raw -1111916.785611 + Penalty 3065.413938 = -1108851.371673
  nChanged 732
		SP:Iteration 9F (84935.550000 sec): 3 clusters
  Score: Raw -1112597.605076 + Penalty 3065.413938 = -1109532.191139
  nChanged 724
		SP:Iteration 10F (84935.790000 sec): 3 clusters
  Score: Raw -1113195.734467 + Penalty 3065.413938 = -1110130.320529
  nChanged 571
		SP:Iteration 11Q (84936.070000 sec): 3 clusters
  Score: Raw -1113625.521205 + Penalty 3065.413938 = -1110560.107267
  nChanged 445
		SP:Iteration 12Q (84936.270000 sec): 3 clusters
  Score: Raw -1113907.023571 + Penalty 3065.413938 = -1110841.609633
  nChanged 294
		SP:Iteration 13Q (84936.540000 sec): 3 clusters
  Score: Raw -1114050.115565 + Penalty 3065.413938 = -1110984.701627
  nChanged 194
		SP:Iteration 14Q (84936.770000 sec): 3 clusters
  Score: Raw -1114128.188908 + Penalty 3065.413938 = -1111062.774970
  nChanged 139
		SP:Iteration 15Q (84936.980000 sec): 3 clusters
  Score: Raw -1114172.841830 + Penalty 3065.413938 = -1111107.427892
  nChanged 111
		SP:Iteration 16Q (84937.250000 sec): 3 clusters
  Score: Raw -1114204.440655 + Penalty 3065.413938 = -1111139.026717
  nChanged 86
		SP:Iteration 17Q (84937.460000 sec): 3 clusters
  Score: Raw -1114225.998292 + Penalty 3065.413938 = -1111160.584354
  nChanged 72
		SP:Iteration 18Q (84937.700000 sec): 3 clusters
  Score: Raw -1114245.313830 + Penalty 3065.413938 = -1111179.899892
  nChanged 70
		SP:Iteration 19Q (84938.000000 sec): 3 clusters
  Score: Raw -1114263.791853 + Penalty 3065.413938 = -1111198.377915
  nChanged 65
		SP:Iteration 20F (84938.290000 sec): 3 clusters
  Score: Raw -1114277.905483 + Penalty 3065.413938 = -1111212.491545
  nChanged 63
		SP:Iteration 21Q (84938.540000 sec): 3 clusters
  Score: Raw -1114292.389342 + Penalty 3065.413938 = -1111226.975404
  nChanged 57
		SP:Iteration 22Q (84938.750000 sec): 3 clusters
  Score: Raw -1114305.342558 + Penalty 3065.413938 = -1111239.928620
  nChanged 51
		SP:Iteration 23Q (84939.050000 sec): 3 clusters
  Score: Raw -1114318.383167 + Penalty 3065.413938 = -1111252.969229
  nChanged 41
		SP:Iteration 24Q (84939.270000 sec): 3 clusters
  Score: Raw -1114327.679792 + Penalty 3065.413938 = -1111262.265855
  nChanged 37
		SP:Iteration 25Q (84939.570000 sec): 3 clusters
  Score: Raw -1114334.517757 + Penalty 3065.413938 = -1111269.103819
  nChanged 31
		SP:Iteration 26Q (84939.750000 sec): 3 clusters
  Score: Raw -1114338.991150 + Penalty 3065.413938 = -1111273.577212
  nChanged 24
		SP:Iteration 27Q (84939.980000 sec): 3 clusters
  Score: Raw -1114343.572956 + Penalty 3065.413938 = -1111278.159018
  nChanged 27
		SP:Iteration 28Q (84940.300000 sec): 3 clusters
  Score: Raw -1114350.515364 + Penalty 3065.413938 = -1111285.101427
  nChanged 40
		SP:Iteration 29Q (84940.520000 sec): 3 clusters
  Score: Raw -1114362.029308 + Penalty 3065.413938 = -1111296.615370
  nChanged 40
		SP:Iteration 30Q (84940.750000 sec): 3 clusters
  Score: Raw -1114373.524955 + Penalty 3065.413938 = -1111308.111017
  nChanged 40
		SP:Iteration 31Q (84941.010000 sec): 3 clusters
  Score: Raw -1114385.219872 + Penalty 3065.413938 = -1111319.805934
  nChanged 39
		SP:Iteration 32Q (84941.270000 sec): 3 clusters
  Score: Raw -1114398.038578 + Penalty 3065.413938 = -1111332.624640
  nChanged 51
		SP:Iteration 33Q (84941.500000 sec): 3 clusters
  Score: Raw -1114415.871076 + Penalty 3065.413938 = -1111350.457138
  nChanged 52
		SP:Iteration 34Q (84941.710000 sec): 3 clusters
  Score: Raw -1114431.366133 + Penalty 3065.413938 = -1111365.952195
  nChanged 45
		SP:Iteration 35Q (84941.930000 sec): 3 clusters
  Score: Raw -1114449.490312 + Penalty 3065.413938 = -1111384.076374
  nChanged 59
		SP:Iteration 36Q (84942.170000 sec): 3 clusters
  Score: Raw -1114472.141621 + Penalty 3065.413938 = -1111406.727683
  nChanged 65
		SP:Iteration 37Q (84942.470000 sec): 3 clusters
  Score: Raw -1114496.992048 + Penalty 3065.413938 = -1111431.578110
  nChanged 61
		SP:Iteration 38Q (84942.670000 sec): 3 clusters
  Score: Raw -1114520.004178 + Penalty 3065.413938 = -1111454.590240
  nChanged 53
		SP:Iteration 39Q (84942.920000 sec): 3 clusters
  Score: Raw -1114537.873253 + Penalty 3065.413938 = -1111472.459315
  nChanged 41
		SP:Iteration 40F (84943.150000 sec): 3 clusters
  Score: Raw -1114550.293363 + Penalty 3065.413938 = -1111484.879425
  nChanged 46
		SP:Iteration 41Q (84943.360000 sec): 3 clusters
  Score: Raw -1114560.224606 + Penalty 3065.413938 = -1111494.810669
  nChanged 29
		SP:Iteration 42Q (84943.530000 sec): 3 clusters
  Score: Raw -1114566.033683 + Penalty 3065.413938 = -1111500.619746
  nChanged 28
		SP:Iteration 43Q (84943.750000 sec): 3 clusters
  Score: Raw -1114571.550089 + Penalty 3065.413938 = -1111506.136152
  nChanged 18
		SP:Iteration 44Q (84943.930000 sec): 3 clusters
  Score: Raw -1114575.567636 + Penalty 3065.413938 = -1111510.153698
  nChanged 25
		SP:Iteration 45Q (84944.150000 sec): 3 clusters
  Score: Raw -1114579.521990 + Penalty 3065.413938 = -1111514.108052
  nChanged 15
		SP:Iteration 46Q (84944.330000 sec): 3 clusters
  Score: Raw -1114582.412952 + Penalty 3065.413938 = -1111516.999015
  nChanged 14
		SP:Iteration 47Q (84944.590000 sec): 3 clusters
  Score: Raw -1114584.717778 + Penalty 3065.413938 = -1111519.303840
  nChanged 8
		SP:Iteration 48Q (84944.870000 sec): 3 clusters
  Score: Raw -1114585.845924 + Penalty 3065.413938 = -1111520.431986
  nChanged 14
		SP:Iteration 49Q (84945.110000 sec): 3 clusters
  Score: Raw -1114587.403149 + Penalty 3065.413938 = -1111521.989211
  nChanged 5
		SP:Iteration 50Q (84945.320000 sec): 3 clusters
  Score: Raw -1114588.195560 + Penalty 3065.413938 = -1111522.781622
  nChanged 7
		SP:Iteration 51Q (84945.610000 sec): 3 clusters
  Score: Raw -1114588.880660 + Penalty 3065.413938 = -1111523.466722
  nChanged 7
		SP:Iteration 52Q (84945.820000 sec): 3 clusters
  Score: Raw -1114589.599618 + Penalty 3065.413938 = -1111524.185680
  nChanged 3
		SP:Iteration 53Q (84946.080000 sec): 3 clusters
  Score: Raw -1114589.946923 + Penalty 3065.413938 = -1111524.532985
  nChanged 3
		SP:Iteration 54Q (84946.350000 sec): 3 clusters
  Score: Raw -1114590.446649 + Penalty 3065.413938 = -1111525.032711
  nChanged 2
		SP:Iteration 55Q (84946.620000 sec): 3 clusters
  Score: Raw -1114590.742477 + Penalty 3065.413938 = -1111525.328539
  nChanged 3
		SP:Iteration 56Q (84946.910000 sec): 3 clusters
  Score: Raw -1114591.173239 + Penalty 3065.413938 = -1111525.759301
  nChanged 4
		SP:Iteration 57Q (84947.150000 sec): 3 clusters
  Score: Raw -1114591.623199 + Penalty 3065.413938 = -1111526.209261
  nChanged 4
		SP:Iteration 58Q (84947.350000 sec): 3 clusters
  Score: Raw -1114591.978437 + Penalty 3065.413938 = -1111526.564499
  nChanged 3
		SP:Iteration 59Q (84947.640000 sec): 3 clusters
  Score: Raw -1114592.740351 + Penalty 3065.413938 = -1111527.326413
  nChanged 3
		SP:Iteration 60F (84947.870000 sec): 3 clusters
  Score: Raw -1114592.926104 + Penalty 3065.413938 = -1111527.512166
  nChanged 1
		SP:Iteration 61Q (84948.110000 sec): 3 clusters
  Score: Raw -1114593.038960 + Penalty 3065.413938 = -1111527.625022
  nChanged 1
		SP:Iteration 62Q (84948.410000 sec): 3 clusters
  Score: Raw -1114593.367333 + Penalty 3065.413938 = -1111527.953395
  nChanged 1
		SP:Iteration 63Q (84948.640000 sec): 3 clusters
  Score: Raw -1114593.656788 + Penalty 3065.413938 = -1111528.242850
  nChanged 1
		SP:Iteration 64Q (84948.920000 sec): 3 clusters
  Score: Raw -1114593.769101 + Penalty 3065.413938 = -1111528.355163
  nChanged 0
		SP:Iteration 65F (84949.190000 sec): 3 clusters
  Score: Raw -1114593.769101 + Penalty 3065.413938 = -1111528.355163
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 26 (53410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84949.640000 sec): 2 clusters
  Score: Raw -4632364.639831 + Penalty 1768.934907 = -4630595.704924
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84950.190000 sec): 3 clusters
  Score: Raw -4598280.620019 + Penalty 3537.869814 = -4594742.750205
  nChanged 25199
		SP:Iteration 1F (84950.660000 sec): 3 clusters
  Score: Raw -4613055.446024 + Penalty 3537.869814 = -4609517.576210
  nChanged 2553
		SP:Iteration 2Q (84951.130000 sec): 3 clusters
  Score: Raw -4614098.751890 + Penalty 3537.869814 = -4610560.882076
  nChanged 2761
		SP:Iteration 3F (84951.540000 sec): 3 clusters
  Score: Raw -4615418.770653 + Penalty 3537.869814 = -4611880.900840
  nChanged 3166
		SP:Iteration 4F (84951.930000 sec): 3 clusters
  Score: Raw -4617084.670518 + Penalty 3537.869814 = -4613546.800704
  nChanged 3258
		SP:Iteration 5F (84952.330000 sec): 3 clusters
  Score: Raw -4618819.448835 + Penalty 3537.869814 = -4615281.579021
  nChanged 3063
		SP:Iteration 6F (84952.730000 sec): 3 clusters
  Score: Raw -4620259.605248 + Penalty 3537.869814 = -4616721.735434
  nChanged 2602
		SP:Iteration 7Q (84953.240000 sec): 3 clusters
  Score: Raw -4621318.175695 + Penalty 3537.869814 = -4617780.305881
  nChanged 2102
		SP:Iteration 8Q (84953.770000 sec): 3 clusters
  Score: Raw -4622026.523851 + Penalty 3537.869814 = -4618488.654037
  nChanged 1708
		SP:Iteration 9Q (84954.260000 sec): 3 clusters
  Score: Raw -4622561.450418 + Penalty 3537.869814 = -4619023.580604
  nChanged 1550
		SP:Iteration 10Q (84954.770000 sec): 3 clusters
  Score: Raw -4623108.611103 + Penalty 3537.869814 = -4619570.741289
  nChanged 1586
		SP:Iteration 11Q (84955.250000 sec): 3 clusters
  Score: Raw -4623781.161425 + Penalty 3537.869814 = -4620243.291611
  nChanged 1749
		SP:Iteration 12Q (84955.720000 sec): 3 clusters
  Score: Raw -4624647.893380 + Penalty 3537.869814 = -4621110.023566
  nChanged 1884
		SP:Iteration 13Q (84956.180000 sec): 3 clusters
  Score: Raw -4625642.278506 + Penalty 3537.869814 = -4622104.408692
  nChanged 1902
		SP:Iteration 14Q (84956.690000 sec): 3 clusters
  Score: Raw -4626610.937232 + Penalty 3537.869814 = -4623073.067418
  nChanged 1761
		SP:Iteration 15Q (84957.140000 sec): 3 clusters
  Score: Raw -4627403.184583 + Penalty 3537.869814 = -4623865.314769
  nChanged 1430
		SP:Iteration 16Q (84957.630000 sec): 3 clusters
  Score: Raw -4627886.142971 + Penalty 3537.869814 = -4624348.273157
  nChanged 1057
		SP:Iteration 17Q (84958.050000 sec): 3 clusters
  Score: Raw -4628146.788993 + Penalty 3537.869814 = -4624608.919179
  nChanged 732
		SP:Iteration 18Q (84958.540000 sec): 3 clusters
  Score: Raw -4628302.394959 + Penalty 3537.869814 = -4624764.525145
  nChanged 601
		SP:Iteration 19Q (84959.000000 sec): 3 clusters
  Score: Raw -4628417.225665 + Penalty 3537.869814 = -4624879.355851
  nChanged 524
		SP:Iteration 20F (84959.430000 sec): 3 clusters
  Score: Raw -4628509.072376 + Penalty 3537.869814 = -4624971.202562
  nChanged 463
		SP:Iteration 21Q (84959.860000 sec): 3 clusters
  Score: Raw -4628589.803062 + Penalty 3537.869814 = -4625051.933249
  nChanged 445
		SP:Iteration 22Q (84960.320000 sec): 3 clusters
  Score: Raw -4628670.490115 + Penalty 3537.869814 = -4625132.620301
  nChanged 430
		SP:Iteration 23Q (84960.820000 sec): 3 clusters
  Score: Raw -4628746.484641 + Penalty 3537.869814 = -4625208.614827
  nChanged 418
		SP:Iteration 24Q (84961.310000 sec): 3 clusters
  Score: Raw -4628814.673406 + Penalty 3537.869814 = -4625276.803592
  nChanged 389
		SP:Iteration 25Q (84961.760000 sec): 3 clusters
  Score: Raw -4628876.633842 + Penalty 3537.869814 = -4625338.764028
  nChanged 398
		SP:Iteration 26Q (84962.250000 sec): 3 clusters
  Score: Raw -4628944.255232 + Penalty 3537.869814 = -4625406.385418
  nChanged 417
		SP:Iteration 27Q (84962.790000 sec): 3 clusters
  Score: Raw -4629023.598844 + Penalty 3537.869814 = -4625485.729030
  nChanged 485
		SP:Iteration 28Q (84963.270000 sec): 3 clusters
  Score: Raw -4629124.914037 + Penalty 3537.869814 = -4625587.044223
  nChanged 503
		SP:Iteration 29Q (84963.730000 sec): 3 clusters
  Score: Raw -4629225.899722 + Penalty 3537.869814 = -4625688.029908
  nChanged 521
		SP:Iteration 30Q (84964.200000 sec): 3 clusters
  Score: Raw -4629335.012579 + Penalty 3537.869814 = -4625797.142765
  nChanged 548
		SP:Iteration 31Q (84964.780000 sec): 3 clusters
  Score: Raw -4629452.202672 + Penalty 3537.869814 = -4625914.332858
  nChanged 533
		SP:Iteration 32Q (84965.270000 sec): 3 clusters
  Score: Raw -4629580.602040 + Penalty 3537.869814 = -4626042.732226
  nChanged 577
		SP:Iteration 33Q (84965.760000 sec): 3 clusters
  Score: Raw -4629732.889011 + Penalty 3537.869814 = -4626195.019197
  nChanged 603
		SP:Iteration 34Q (84966.270000 sec): 3 clusters
  Score: Raw -4629905.532985 + Penalty 3537.869814 = -4626367.663171
  nChanged 599
		SP:Iteration 35Q (84966.710000 sec): 3 clusters
  Score: Raw -4630084.414278 + Penalty 3537.869814 = -4626546.544464
  nChanged 575
		SP:Iteration 36Q (84967.230000 sec): 3 clusters
  Score: Raw -4630257.600634 + Penalty 3537.869814 = -4626719.730820
  nChanged 564
		SP:Iteration 37Q (84967.690000 sec): 3 clusters
  Score: Raw -4630422.877414 + Penalty 3537.869814 = -4626885.007600
  nChanged 580
		SP:Iteration 38Q (84968.210000 sec): 3 clusters
  Score: Raw -4630594.496248 + Penalty 3537.869814 = -4627056.626435
  nChanged 552
		SP:Iteration 39Q (84968.670000 sec): 3 clusters
  Score: Raw -4630776.244098 + Penalty 3537.869814 = -4627238.374284
  nChanged 570
		SP:Iteration 40F (84969.220000 sec): 3 clusters
  Score: Raw -4630969.171679 + Penalty 3537.869814 = -4627431.301865
  nChanged 528
		SP:Iteration 41Q (84969.720000 sec): 3 clusters
  Score: Raw -4631145.646438 + Penalty 3537.869814 = -4627607.776624
  nChanged 512
		SP:Iteration 42Q (84970.190000 sec): 3 clusters
  Score: Raw -4631322.714363 + Penalty 3537.869814 = -4627784.844550
  nChanged 471
		SP:Iteration 43Q (84970.730000 sec): 3 clusters
  Score: Raw -4631481.643453 + Penalty 3537.869814 = -4627943.773640
  nChanged 452
		SP:Iteration 44Q (84971.190000 sec): 3 clusters
  Score: Raw -4631634.887141 + Penalty 3537.869814 = -4628097.017327
  nChanged 394
		SP:Iteration 45Q (84971.630000 sec): 3 clusters
  Score: Raw -4631769.425894 + Penalty 3537.869814 = -4628231.556080
  nChanged 385
		SP:Iteration 46Q (84972.220000 sec): 3 clusters
  Score: Raw -4631906.089648 + Penalty 3537.869814 = -4628368.219834
  nChanged 371
		SP:Iteration 47Q (84972.640000 sec): 3 clusters
  Score: Raw -4632027.305367 + Penalty 3537.869814 = -4628489.435553
  nChanged 342
		SP:Iteration 48Q (84973.110000 sec): 3 clusters
  Score: Raw -4632131.736190 + Penalty 3537.869814 = -4628593.866376
  nChanged 294
		SP:Iteration 49Q (84973.610000 sec): 3 clusters
  Score: Raw -4632219.866737 + Penalty 3537.869814 = -4628681.996923
  nChanged 270
		SP:Iteration 50Q (84974.130000 sec): 3 clusters
  Score: Raw -4632309.144726 + Penalty 3537.869814 = -4628771.274912
  nChanged 262
		SP:Iteration 51Q (84974.590000 sec): 3 clusters
  Score: Raw -4632387.438646 + Penalty 3537.869814 = -4628849.568832
  nChanged 241
		SP:Iteration 52Q (84975.020000 sec): 3 clusters
  Score: Raw -4632454.525113 + Penalty 3537.869814 = -4628916.655299
  nChanged 214
		SP:Iteration 53Q (84975.520000 sec): 3 clusters
  Score: Raw -4632504.498186 + Penalty 3537.869814 = -4628966.628372
  nChanged 186
		SP:Iteration 54Q (84976.030000 sec): 3 clusters
  Score: Raw -4632544.436105 + Penalty 3537.869814 = -4629006.566292
  nChanged 156
		SP:Iteration 55Q (84976.490000 sec): 3 clusters
  Score: Raw -4632574.499926 + Penalty 3537.869814 = -4629036.630112
  nChanged 129
		SP:Iteration 56Q (84976.920000 sec): 3 clusters
  Score: Raw -4632598.911138 + Penalty 3537.869814 = -4629061.041324
  nChanged 115
		SP:Iteration 57Q (84977.370000 sec): 3 clusters
  Score: Raw -4632618.962200 + Penalty 3537.869814 = -4629081.092386
  nChanged 96
		SP:Iteration 58Q (84977.880000 sec): 3 clusters
  Score: Raw -4632632.541535 + Penalty 3537.869814 = -4629094.671721
  nChanged 78
		SP:Iteration 59Q (84978.350000 sec): 3 clusters
  Score: Raw -4632643.213886 + Penalty 3537.869814 = -4629105.344072
  nChanged 71
		SP:Iteration 60F (84978.810000 sec): 3 clusters
  Score: Raw -4632652.332731 + Penalty 3537.869814 = -4629114.462917
  nChanged 73
		SP:Iteration 61Q (84979.320000 sec): 3 clusters
  Score: Raw -4632660.238143 + Penalty 3537.869814 = -4629122.368329
  nChanged 63
		SP:Iteration 62Q (84979.790000 sec): 3 clusters
  Score: Raw -4632667.052105 + Penalty 3537.869814 = -4629129.182291
  nChanged 53
		SP:Iteration 63Q (84980.270000 sec): 3 clusters
  Score: Raw -4632673.312943 + Penalty 3537.869814 = -4629135.443129
  nChanged 50
		SP:Iteration 64Q (84980.740000 sec): 3 clusters
  Score: Raw -4632679.053991 + Penalty 3537.869814 = -4629141.184177
  nChanged 37
		SP:Iteration 65Q (84981.210000 sec): 3 clusters
  Score: Raw -4632682.538418 + Penalty 3537.869814 = -4629144.668605
  nChanged 38
		SP:Iteration 66Q (84981.700000 sec): 3 clusters
  Score: Raw -4632686.278847 + Penalty 3537.869814 = -4629148.409033
  nChanged 36
		SP:Iteration 67Q (84982.170000 sec): 3 clusters
  Score: Raw -4632690.053152 + Penalty 3537.869814 = -4629152.183339
  nChanged 35
		SP:Iteration 68Q (84982.650000 sec): 3 clusters
  Score: Raw -4632693.287829 + Penalty 3537.869814 = -4629155.418015
  nChanged 30
		SP:Iteration 69Q (84983.130000 sec): 3 clusters
  Score: Raw -4632696.528153 + Penalty 3537.869814 = -4629158.658339
  nChanged 36
		SP:Iteration 70Q (84983.570000 sec): 3 clusters
  Score: Raw -4632700.158699 + Penalty 3537.869814 = -4629162.288885
  nChanged 35
		SP:Iteration 71Q (84984.050000 sec): 3 clusters
  Score: Raw -4632703.900258 + Penalty 3537.869814 = -4629166.030444
  nChanged 35
		SP:Iteration 72Q (84984.510000 sec): 3 clusters
  Score: Raw -4632707.551035 + Penalty 3537.869814 = -4629169.681222
  nChanged 32
		SP:Iteration 73Q (84984.990000 sec): 3 clusters
  Score: Raw -4632710.899437 + Penalty 3537.869814 = -4629173.029623
  nChanged 23
		SP:Iteration 74Q (84985.410000 sec): 3 clusters
  Score: Raw -4632713.253552 + Penalty 3537.869814 = -4629175.383738
  nChanged 23
		SP:Iteration 75Q (84985.910000 sec): 3 clusters
  Score: Raw -4632715.722673 + Penalty 3537.869814 = -4629177.852859
  nChanged 23
		SP:Iteration 76Q (84986.390000 sec): 3 clusters
  Score: Raw -4632718.440815 + Penalty 3537.869814 = -4629180.571002
  nChanged 25
		SP:Iteration 77Q (84986.810000 sec): 3 clusters
  Score: Raw -4632720.488077 + Penalty 3537.869814 = -4629182.618263
  nChanged 22
		SP:Iteration 78Q (84987.220000 sec): 3 clusters
  Score: Raw -4632722.148509 + Penalty 3537.869814 = -4629184.278695
  nChanged 19
		SP:Iteration 79Q (84987.610000 sec): 3 clusters
  Score: Raw -4632723.706102 + Penalty 3537.869814 = -4629185.836288
  nChanged 17
		SP:Iteration 80F (84988.070000 sec): 3 clusters
  Score: Raw -4632724.871622 + Penalty 3537.869814 = -4629187.001808
  nChanged 6
		SP:Iteration 81Q (84988.540000 sec): 3 clusters
  Score: Raw -4632725.346194 + Penalty 3537.869814 = -4629187.476380
  nChanged 4
		SP:Iteration 82Q (84989.050000 sec): 3 clusters
  Score: Raw -4632725.688008 + Penalty 3537.869814 = -4629187.818194
  nChanged 9
		SP:Iteration 83Q (84989.490000 sec): 3 clusters
  Score: Raw -4632726.451359 + Penalty 3537.869814 = -4629188.581545
  nChanged 8
		SP:Iteration 84Q (84989.940000 sec): 3 clusters
  Score: Raw -4632727.089595 + Penalty 3537.869814 = -4629189.219781
  nChanged 10
		SP:Iteration 85Q (84990.360000 sec): 3 clusters
  Score: Raw -4632727.716773 + Penalty 3537.869814 = -4629189.846960
  nChanged 9
		SP:Iteration 86Q (84990.810000 sec): 3 clusters
  Score: Raw -4632728.459905 + Penalty 3537.869814 = -4629190.590092
  nChanged 8
		SP:Iteration 87Q (84991.350000 sec): 3 clusters
  Score: Raw -4632729.273656 + Penalty 3537.869814 = -4629191.403842
  nChanged 11
		SP:Iteration 88Q (84991.850000 sec): 3 clusters
  Score: Raw -4632730.191077 + Penalty 3537.869814 = -4629192.321263
  nChanged 7
		SP:Iteration 89Q (84992.300000 sec): 3 clusters
  Score: Raw -4632730.642975 + Penalty 3537.869814 = -4629192.773161
  nChanged 8
		SP:Iteration 90Q (84992.810000 sec): 3 clusters
  Score: Raw -4632731.107634 + Penalty 3537.869814 = -4629193.237820
  nChanged 7
		SP:Iteration 91Q (84993.280000 sec): 3 clusters
  Score: Raw -4632731.652739 + Penalty 3537.869814 = -4629193.782925
  nChanged 7
		SP:Iteration 92Q (84993.750000 sec): 3 clusters
  Score: Raw -4632732.173134 + Penalty 3537.869814 = -4629194.303321
  nChanged 4
		SP:Iteration 93Q (84994.270000 sec): 3 clusters
  Score: Raw -4632732.596141 + Penalty 3537.869814 = -4629194.726327
  nChanged 4
		SP:Iteration 94Q (84994.730000 sec): 3 clusters
  Score: Raw -4632732.923521 + Penalty 3537.869814 = -4629195.053707
  nChanged 2
		SP:Iteration 95Q (84995.210000 sec): 3 clusters
  Score: Raw -4632733.015338 + Penalty 3537.869814 = -4629195.145525
  nChanged 1
		SP:Iteration 96Q (84995.630000 sec): 3 clusters
  Score: Raw -4632733.053279 + Penalty 3537.869814 = -4629195.183465
  nChanged 0
		SP:Iteration 97F (84996.090000 sec): 3 clusters
  Score: Raw -4632733.053279 + Penalty 3537.869814 = -4629195.183465
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 27 (149134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (84997.060000 sec): 2 clusters
  Score: Raw -12752671.418345 + Penalty 1935.797583 = -12750735.620762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (84998.130000 sec): 3 clusters
  Score: Raw -12654574.760659 + Penalty 3871.595166 = -12650703.165494
  nChanged 71841
		SP:Iteration 1F (84999.150000 sec): 3 clusters
  Score: Raw -12697830.538805 + Penalty 3871.595166 = -12693958.943639
  nChanged 4720
		SP:Iteration 2Q (85000.230000 sec): 3 clusters
  Score: Raw -12698941.609156 + Penalty 3871.595166 = -12695070.013991
  nChanged 5083
		SP:Iteration 3Q (85001.370000 sec): 3 clusters
  Score: Raw -12700222.942821 + Penalty 3871.595166 = -12696351.347655
  nChanged 5431
		SP:Iteration 4Q (85002.540000 sec): 3 clusters
  Score: Raw -12701693.747394 + Penalty 3871.595166 = -12697822.152228
  nChanged 5816
		SP:Iteration 5Q (85003.740000 sec): 3 clusters
  Score: Raw -12703432.928096 + Penalty 3871.595166 = -12699561.332931
  nChanged 6356
		SP:Iteration 6Q (85004.970000 sec): 3 clusters
  Score: Raw -12705706.483511 + Penalty 3871.595166 = -12701834.888345
  nChanged 7188
		SP:Iteration 7Q (85006.170000 sec): 3 clusters
  Score: Raw -12708815.705933 + Penalty 3871.595166 = -12704944.110767
  nChanged 8453
		SP:Iteration 8F (85007.130000 sec): 3 clusters
  Score: Raw -12713435.389934 + Penalty 3871.595166 = -12709563.794769
  nChanged 9899
		SP:Iteration 9F (85008.110000 sec): 3 clusters
  Score: Raw -12720130.693001 + Penalty 3871.595166 = -12716259.097835
  nChanged 11042
		SP:Iteration 10F (85009.090000 sec): 3 clusters
  Score: Raw -12729103.468579 + Penalty 3871.595166 = -12725231.873413
  nChanged 10390
		SP:Iteration 11F (85010.020000 sec): 3 clusters
  Score: Raw -12738619.618107 + Penalty 3871.595166 = -12734748.022942
  nChanged 7814
		SP:Iteration 12F (85011.010000 sec): 3 clusters
  Score: Raw -12746140.335746 + Penalty 3871.595166 = -12742268.740581
  nChanged 4402
		SP:Iteration 13Q (85012.040000 sec): 3 clusters
  Score: Raw -12750233.180454 + Penalty 3871.595166 = -12746361.585288
  nChanged 1887
		SP:Iteration 14Q (85012.970000 sec): 3 clusters
  Score: Raw -12751865.850866 + Penalty 3871.595166 = -12747994.255700
  nChanged 714
		SP:Iteration 15Q (85013.920000 sec): 3 clusters
  Score: Raw -12752472.744611 + Penalty 3871.595166 = -12748601.149445
  nChanged 233
		SP:Iteration 16Q (85014.910000 sec): 3 clusters
  Score: Raw -12752708.415286 + Penalty 3871.595166 = -12748836.820121
  nChanged 90
		SP:Iteration 17Q (85015.940000 sec): 3 clusters
  Score: Raw -12752797.325989 + Penalty 3871.595166 = -12748925.730823
  nChanged 36
		SP:Iteration 18Q (85016.890000 sec): 3 clusters
  Score: Raw -12752842.327519 + Penalty 3871.595166 = -12748970.732354
  nChanged 37
		SP:Iteration 19Q (85017.870000 sec): 3 clusters
  Score: Raw -12752886.242038 + Penalty 3871.595166 = -12749014.646872
  nChanged 26
		SP:Iteration 20F (85018.900000 sec): 3 clusters
  Score: Raw -12752914.015696 + Penalty 3871.595166 = -12749042.420531
  nChanged 19
		SP:Iteration 21Q (85019.900000 sec): 3 clusters
  Score: Raw -12752938.009912 + Penalty 3871.595166 = -12749066.414746
  nChanged 12
		SP:Iteration 22Q (85020.810000 sec): 3 clusters
  Score: Raw -12752950.927287 + Penalty 3871.595166 = -12749079.332121
  nChanged 9
		SP:Iteration 23Q (85021.760000 sec): 3 clusters
  Score: Raw -12752960.051854 + Penalty 3871.595166 = -12749088.456688
  nChanged 6
		SP:Iteration 24Q (85022.720000 sec): 3 clusters
  Score: Raw -12752965.210976 + Penalty 3871.595166 = -12749093.615811
  nChanged 6
		SP:Iteration 25Q (85023.660000 sec): 3 clusters
  Score: Raw -12752972.090975 + Penalty 3871.595166 = -12749100.495810
  nChanged 3
		SP:Iteration 26Q (85024.740000 sec): 3 clusters
  Score: Raw -12752973.685692 + Penalty 3871.595166 = -12749102.090526
  nChanged 3
		SP:Iteration 27Q (85025.680000 sec): 3 clusters
  Score: Raw -12752975.951434 + Penalty 3871.595166 = -12749104.356268
  nChanged 2
		SP:Iteration 28Q (85026.660000 sec): 3 clusters
  Score: Raw -12752978.115996 + Penalty 3871.595166 = -12749106.520831
  nChanged 1
		SP:Iteration 29Q (85027.610000 sec): 3 clusters
  Score: Raw -12752978.509254 + Penalty 3871.595166 = -12749106.914088
  nChanged 0
		SP:Iteration 30F (85028.540000 sec): 3 clusters
  Score: Raw -12752978.509254 + Penalty 3871.595166 = -12749106.914088
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 28 (6270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85028.750000 sec): 2 clusters
  Score: Raw -523515.384107 + Penalty 1420.823890 = -522094.560216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85029.020000 sec): 3 clusters
  Score: Raw -520172.023670 + Penalty 2841.647781 = -517330.375889
  nChanged 2588
		SP:Iteration 1F (85029.260000 sec): 3 clusters
  Score: Raw -521662.911271 + Penalty 2841.647781 = -518821.263490
  nChanged 494
		SP:Iteration 2F (85029.470000 sec): 3 clusters
  Score: Raw -521998.953765 + Penalty 2841.647781 = -519157.305984
  nChanged 458
		SP:Iteration 3F (85029.700000 sec): 3 clusters
  Score: Raw -522295.332376 + Penalty 2841.647781 = -519453.684595
  nChanged 411
		SP:Iteration 4F (85029.810000 sec): 3 clusters
  Score: Raw -522587.407138 + Penalty 2841.647781 = -519745.759357
  nChanged 372
		SP:Iteration 5F (85030.000000 sec): 3 clusters
  Score: Raw -522859.534915 + Penalty 2841.647781 = -520017.887134
  nChanged 341
		SP:Iteration 6F (85030.140000 sec): 3 clusters
  Score: Raw -523063.516735 + Penalty 2841.647781 = -520221.868954
  nChanged 273
		SP:Iteration 7Q (85030.340000 sec): 3 clusters
  Score: Raw -523212.528857 + Penalty 2841.647781 = -520370.881076
  nChanged 204
		SP:Iteration 8Q (85030.600000 sec): 3 clusters
  Score: Raw -523302.384949 + Penalty 2841.647781 = -520460.737168
  nChanged 134
		SP:Iteration 9Q (85030.800000 sec): 3 clusters
  Score: Raw -523348.120195 + Penalty 2841.647781 = -520506.472414
  nChanged 107
		SP:Iteration 10Q (85031.010000 sec): 3 clusters
  Score: Raw -523378.065570 + Penalty 2841.647781 = -520536.417789
  nChanged 78
		SP:Iteration 11Q (85031.210000 sec): 3 clusters
  Score: Raw -523405.717721 + Penalty 2841.647781 = -520564.069940
  nChanged 81
		SP:Iteration 12Q (85031.450000 sec): 3 clusters
  Score: Raw -523433.777003 + Penalty 2841.647781 = -520592.129222
  nChanged 74
		SP:Iteration 13Q (85031.660000 sec): 3 clusters
  Score: Raw -523457.943336 + Penalty 2841.647781 = -520616.295555
  nChanged 68
		SP:Iteration 14Q (85031.840000 sec): 3 clusters
  Score: Raw -523474.479203 + Penalty 2841.647781 = -520632.831422
  nChanged 43
		SP:Iteration 15Q (85032.050000 sec): 3 clusters
  Score: Raw -523488.262307 + Penalty 2841.647781 = -520646.614526
  nChanged 42
		SP:Iteration 16Q (85032.290000 sec): 3 clusters
  Score: Raw -523503.023679 + Penalty 2841.647781 = -520661.375898
  nChanged 45
		SP:Iteration 17Q (85032.510000 sec): 3 clusters
  Score: Raw -523515.437900 + Penalty 2841.647781 = -520673.790119
  nChanged 39
		SP:Iteration 18Q (85032.690000 sec): 3 clusters
  Score: Raw -523526.363376 + Penalty 2841.647781 = -520684.715595
  nChanged 33
		SP:Iteration 19Q (85032.950000 sec): 3 clusters
  Score: Raw -523532.980485 + Penalty 2841.647781 = -520691.332704
  nChanged 22
		SP:Iteration 20F (85033.220000 sec): 3 clusters
  Score: Raw -523537.433304 + Penalty 2841.647781 = -520695.785523
  nChanged 21
		SP:Iteration 21Q (85033.430000 sec): 3 clusters
  Score: Raw -523541.034938 + Penalty 2841.647781 = -520699.387157
  nChanged 12
		SP:Iteration 22Q (85033.640000 sec): 3 clusters
  Score: Raw -523542.914343 + Penalty 2841.647781 = -520701.266562
  nChanged 9
		SP:Iteration 23Q (85033.870000 sec): 3 clusters
  Score: Raw -523544.200545 + Penalty 2841.647781 = -520702.552764
  nChanged 8
		SP:Iteration 24Q (85034.100000 sec): 3 clusters
  Score: Raw -523545.751509 + Penalty 2841.647781 = -520704.103728
  nChanged 10
		SP:Iteration 25Q (85034.340000 sec): 3 clusters
  Score: Raw -523547.142805 + Penalty 2841.647781 = -520705.495025
  nChanged 7
		SP:Iteration 26Q (85034.540000 sec): 3 clusters
  Score: Raw -523548.520084 + Penalty 2841.647781 = -520706.872303
  nChanged 8
		SP:Iteration 27Q (85034.730000 sec): 3 clusters
  Score: Raw -523549.981363 + Penalty 2841.647781 = -520708.333583
  nChanged 7
		SP:Iteration 28Q (85034.930000 sec): 3 clusters
  Score: Raw -523551.234191 + Penalty 2841.647781 = -520709.586410
  nChanged 8
		SP:Iteration 29Q (85035.250000 sec): 3 clusters
  Score: Raw -523552.395542 + Penalty 2841.647781 = -520710.747761
  nChanged 5
		SP:Iteration 30Q (85035.490000 sec): 3 clusters
  Score: Raw -523553.393395 + Penalty 2841.647781 = -520711.745614
  nChanged 5
		SP:Iteration 31Q (85035.710000 sec): 3 clusters
  Score: Raw -523554.241060 + Penalty 2841.647781 = -520712.593279
  nChanged 6
		SP:Iteration 32Q (85035.890000 sec): 3 clusters
  Score: Raw -523555.243572 + Penalty 2841.647781 = -520713.595791
  nChanged 3
		SP:Iteration 33Q (85036.090000 sec): 3 clusters
  Score: Raw -523555.805055 + Penalty 2841.647781 = -520714.157274
  nChanged 2
		SP:Iteration 34Q (85036.320000 sec): 3 clusters
  Score: Raw -523556.257259 + Penalty 2841.647781 = -520714.609478
  nChanged 2
		SP:Iteration 35Q (85036.530000 sec): 3 clusters
  Score: Raw -523556.507811 + Penalty 2841.647781 = -520714.860030
  nChanged 1
		SP:Iteration 36Q (85036.820000 sec): 3 clusters
  Score: Raw -523556.607501 + Penalty 2841.647781 = -520714.959720
  nChanged 1
		SP:Iteration 37Q (85037.020000 sec): 3 clusters
  Score: Raw -523556.725940 + Penalty 2841.647781 = -520715.078159
  nChanged 2
		SP:Iteration 38Q (85037.250000 sec): 3 clusters
  Score: Raw -523557.168102 + Penalty 2841.647781 = -520715.520321
  nChanged 5
		SP:Iteration 39Q (85037.450000 sec): 3 clusters
  Score: Raw -523557.916663 + Penalty 2841.647781 = -520716.268882
  nChanged 6
		SP:Iteration 40F (85037.630000 sec): 3 clusters
  Score: Raw -523559.496609 + Penalty 2841.647781 = -520717.848828
  nChanged 5
		SP:Iteration 41Q (85037.860000 sec): 3 clusters
  Score: Raw -523560.363497 + Penalty 2841.647781 = -520718.715717
  nChanged 9
		SP:Iteration 42Q (85038.020000 sec): 3 clusters
  Score: Raw -523561.517014 + Penalty 2841.647781 = -520719.869233
  nChanged 5
		SP:Iteration 43Q (85038.280000 sec): 3 clusters
  Score: Raw -523561.985419 + Penalty 2841.647781 = -520720.337638
  nChanged 4
		SP:Iteration 44Q (85038.450000 sec): 3 clusters
  Score: Raw -523562.476660 + Penalty 2841.647781 = -520720.828879
  nChanged 3
		SP:Iteration 45Q (85038.680000 sec): 3 clusters
  Score: Raw -523562.907476 + Penalty 2841.647781 = -520721.259696
  nChanged 2
		SP:Iteration 46Q (85038.930000 sec): 3 clusters
  Score: Raw -523563.017028 + Penalty 2841.647781 = -520721.369247
  nChanged 0
		SP:Iteration 47F (85039.110000 sec): 3 clusters
  Score: Raw -523563.017028 + Penalty 2841.647781 = -520721.369247
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 29 (3650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85039.290000 sec): 2 clusters
  Score: Raw -285660.911261 + Penalty 1332.903398 = -284328.007863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85039.470000 sec): 3 clusters
  Score: Raw -283879.853915 + Penalty 2665.806795 = -281214.047120
  nChanged 1417
		SP:Iteration 1F (85039.640000 sec): 3 clusters
  Score: Raw -284752.795151 + Penalty 2665.806795 = -282086.988356
  nChanged 315
		SP:Iteration 2F (85039.850000 sec): 3 clusters
  Score: Raw -284952.291463 + Penalty 2665.806795 = -282286.484667
  nChanged 223
		SP:Iteration 3F (85040.050000 sec): 3 clusters
  Score: Raw -285121.899890 + Penalty 2665.806795 = -282456.093095
  nChanged 210
		SP:Iteration 4F (85040.260000 sec): 3 clusters
  Score: Raw -285346.686692 + Penalty 2665.806795 = -282680.879897
  nChanged 231
		SP:Iteration 5F (85040.450000 sec): 3 clusters
  Score: Raw -285606.286238 + Penalty 2665.806795 = -282940.479443
  nChanged 221
		SP:Iteration 6F (85040.630000 sec): 3 clusters
  Score: Raw -285843.328363 + Penalty 2665.806795 = -283177.521568
  nChanged 195
		SP:Iteration 7F (85040.790000 sec): 3 clusters
  Score: Raw -286043.160316 + Penalty 2665.806795 = -283377.353521
  nChanged 156
		SP:Iteration 8Q (85040.950000 sec): 3 clusters
  Score: Raw -286183.494652 + Penalty 2665.806795 = -283517.687857
  nChanged 97
		SP:Iteration 9Q (85041.100000 sec): 3 clusters
  Score: Raw -286262.688893 + Penalty 2665.806795 = -283596.882098
  nChanged 81
		SP:Iteration 10Q (85041.250000 sec): 3 clusters
  Score: Raw -286325.764755 + Penalty 2665.806795 = -283659.957960
  nChanged 68
		SP:Iteration 11Q (85041.460000 sec): 3 clusters
  Score: Raw -286370.004136 + Penalty 2665.806795 = -283704.197341
  nChanged 56
		SP:Iteration 12Q (85041.630000 sec): 3 clusters
  Score: Raw -286403.037623 + Penalty 2665.806795 = -283737.230827
  nChanged 49
		SP:Iteration 13Q (85041.810000 sec): 3 clusters
  Score: Raw -286425.693777 + Penalty 2665.806795 = -283759.886982
  nChanged 35
		SP:Iteration 14Q (85041.990000 sec): 3 clusters
  Score: Raw -286440.937995 + Penalty 2665.806795 = -283775.131199
  nChanged 25
		SP:Iteration 15Q (85042.170000 sec): 3 clusters
  Score: Raw -286453.981194 + Penalty 2665.806795 = -283788.174399
  nChanged 18
		SP:Iteration 16Q (85042.340000 sec): 3 clusters
  Score: Raw -286461.892558 + Penalty 2665.806795 = -283796.085763
  nChanged 12
		SP:Iteration 17Q (85042.510000 sec): 3 clusters
  Score: Raw -286467.296586 + Penalty 2665.806795 = -283801.489790
  nChanged 13
		SP:Iteration 18Q (85042.690000 sec): 3 clusters
  Score: Raw -286473.362510 + Penalty 2665.806795 = -283807.555715
  nChanged 8
		SP:Iteration 19Q (85042.830000 sec): 3 clusters
  Score: Raw -286476.493401 + Penalty 2665.806795 = -283810.686606
  nChanged 5
		SP:Iteration 20F (85043.020000 sec): 3 clusters
  Score: Raw -286478.341514 + Penalty 2665.806795 = -283812.534719
  nChanged 6
		SP:Iteration 21Q (85043.220000 sec): 3 clusters
  Score: Raw -286480.035780 + Penalty 2665.806795 = -283814.228985
  nChanged 4
		SP:Iteration 22Q (85043.380000 sec): 3 clusters
  Score: Raw -286482.088231 + Penalty 2665.806795 = -283816.281436
  nChanged 6
		SP:Iteration 23Q (85043.580000 sec): 3 clusters
  Score: Raw -286485.214986 + Penalty 2665.806795 = -283819.408191
  nChanged 5
		SP:Iteration 24Q (85043.770000 sec): 3 clusters
  Score: Raw -286486.107364 + Penalty 2665.806795 = -283820.300569
  nChanged 2
		SP:Iteration 25Q (85043.950000 sec): 3 clusters
  Score: Raw -286486.588555 + Penalty 2665.806795 = -283820.781759
  nChanged 0
		SP:Iteration 26F (85044.130000 sec): 3 clusters
  Score: Raw -286486.588555 + Penalty 2665.806795 = -283820.781759
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 30 (3889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85044.230000 sec): 2 clusters
  Score: Raw -333967.761686 + Penalty 1343.209942 = -332624.551744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85044.390000 sec): 3 clusters
  Score: Raw -332088.603343 + Penalty 2686.419884 = -329402.183459
  nChanged 1501
		SP:Iteration 1F (85044.530000 sec): 3 clusters
  Score: Raw -332946.935821 + Penalty 2686.419884 = -330260.515938
  nChanged 275
		SP:Iteration 2F (85044.690000 sec): 3 clusters
  Score: Raw -333097.137748 + Penalty 2686.419884 = -330410.717864
  nChanged 194
		SP:Iteration 3Q (85044.890000 sec): 3 clusters
  Score: Raw -333193.316850 + Penalty 2686.419884 = -330506.896966
  nChanged 138
		SP:Iteration 4Q (85045.060000 sec): 3 clusters
  Score: Raw -333253.848678 + Penalty 2686.419884 = -330567.428795
  nChanged 117
		SP:Iteration 5Q (85045.220000 sec): 3 clusters
  Score: Raw -333310.236745 + Penalty 2686.419884 = -330623.816861
  nChanged 97
		SP:Iteration 6Q (85045.430000 sec): 3 clusters
  Score: Raw -333353.542242 + Penalty 2686.419884 = -330667.122358
  nChanged 87
		SP:Iteration 7Q (85045.640000 sec): 3 clusters
  Score: Raw -333388.713988 + Penalty 2686.419884 = -330702.294105
  nChanged 79
		SP:Iteration 8Q (85045.800000 sec): 3 clusters
  Score: Raw -333422.479397 + Penalty 2686.419884 = -330736.059514
  nChanged 57
		SP:Iteration 9Q (85045.950000 sec): 3 clusters
  Score: Raw -333441.549774 + Penalty 2686.419884 = -330755.129890
  nChanged 40
		SP:Iteration 10Q (85046.080000 sec): 3 clusters
  Score: Raw -333453.232177 + Penalty 2686.419884 = -330766.812293
  nChanged 35
		SP:Iteration 11Q (85046.220000 sec): 3 clusters
  Score: Raw -333465.380792 + Penalty 2686.419884 = -330778.960909
  nChanged 47
		SP:Iteration 12Q (85046.420000 sec): 3 clusters
  Score: Raw -333482.394100 + Penalty 2686.419884 = -330795.974216
  nChanged 44
		SP:Iteration 13Q (85046.650000 sec): 3 clusters
  Score: Raw -333497.419701 + Penalty 2686.419884 = -330810.999817
  nChanged 39
		SP:Iteration 14Q (85046.880000 sec): 3 clusters
  Score: Raw -333509.593133 + Penalty 2686.419884 = -330823.173249
  nChanged 41
		SP:Iteration 15Q (85047.090000 sec): 3 clusters
  Score: Raw -333522.862386 + Penalty 2686.419884 = -330836.442503
  nChanged 31
		SP:Iteration 16Q (85047.290000 sec): 3 clusters
  Score: Raw -333531.792865 + Penalty 2686.419884 = -330845.372982
  nChanged 23
		SP:Iteration 17Q (85047.520000 sec): 3 clusters
  Score: Raw -333540.143115 + Penalty 2686.419884 = -330853.723232
  nChanged 28
		SP:Iteration 18Q (85047.670000 sec): 3 clusters
  Score: Raw -333547.078330 + Penalty 2686.419884 = -330860.658447
  nChanged 25
		SP:Iteration 19Q (85047.830000 sec): 3 clusters
  Score: Raw -333555.020949 + Penalty 2686.419884 = -330868.601066
  nChanged 20
		SP:Iteration 20F (85047.980000 sec): 3 clusters
  Score: Raw -333561.643158 + Penalty 2686.419884 = -330875.223275
  nChanged 22
		SP:Iteration 21Q (85048.170000 sec): 3 clusters
  Score: Raw -333568.645119 + Penalty 2686.419884 = -330882.225235
  nChanged 25
		SP:Iteration 22Q (85048.300000 sec): 3 clusters
  Score: Raw -333578.008731 + Penalty 2686.419884 = -330891.588847
  nChanged 27
		SP:Iteration 23Q (85048.510000 sec): 3 clusters
  Score: Raw -333587.183633 + Penalty 2686.419884 = -330900.763749
  nChanged 21
		SP:Iteration 24Q (85048.700000 sec): 3 clusters
  Score: Raw -333594.143571 + Penalty 2686.419884 = -330907.723688
  nChanged 23
		SP:Iteration 25Q (85048.910000 sec): 3 clusters
  Score: Raw -333602.797657 + Penalty 2686.419884 = -330916.377774
  nChanged 27
		SP:Iteration 26Q (85049.070000 sec): 3 clusters
  Score: Raw -333615.778347 + Penalty 2686.419884 = -330929.358463
  nChanged 34
		SP:Iteration 27Q (85049.230000 sec): 3 clusters
  Score: Raw -333629.142301 + Penalty 2686.419884 = -330942.722418
  nChanged 43
		SP:Iteration 28Q (85049.460000 sec): 3 clusters
  Score: Raw -333644.006786 + Penalty 2686.419884 = -330957.586903
  nChanged 33
		SP:Iteration 29Q (85049.630000 sec): 3 clusters
  Score: Raw -333655.803411 + Penalty 2686.419884 = -330969.383527
  nChanged 30
		SP:Iteration 30Q (85049.810000 sec): 3 clusters
  Score: Raw -333664.785809 + Penalty 2686.419884 = -330978.365926
  nChanged 32
		SP:Iteration 31Q (85050.030000 sec): 3 clusters
  Score: Raw -333677.583652 + Penalty 2686.419884 = -330991.163768
  nChanged 31
		SP:Iteration 32Q (85050.310000 sec): 3 clusters
  Score: Raw -333689.654135 + Penalty 2686.419884 = -331003.234252
  nChanged 33
		SP:Iteration 33Q (85050.530000 sec): 3 clusters
  Score: Raw -333703.099266 + Penalty 2686.419884 = -331016.679383
  nChanged 30
		SP:Iteration 34Q (85050.670000 sec): 3 clusters
  Score: Raw -333713.968210 + Penalty 2686.419884 = -331027.548326
  nChanged 34
		SP:Iteration 35Q (85050.880000 sec): 3 clusters
  Score: Raw -333725.828538 + Penalty 2686.419884 = -331039.408654
  nChanged 32
		SP:Iteration 36Q (85051.090000 sec): 3 clusters
  Score: Raw -333738.763422 + Penalty 2686.419884 = -331052.343538
  nChanged 31
		SP:Iteration 37Q (85051.290000 sec): 3 clusters
  Score: Raw -333748.075344 + Penalty 2686.419884 = -331061.655460
  nChanged 28
		SP:Iteration 38Q (85051.510000 sec): 3 clusters
  Score: Raw -333758.290290 + Penalty 2686.419884 = -331071.870406
  nChanged 23
		SP:Iteration 39Q (85051.760000 sec): 3 clusters
  Score: Raw -333767.400012 + Penalty 2686.419884 = -331080.980128
  nChanged 35
		SP:Iteration 40F (85051.950000 sec): 3 clusters
  Score: Raw -333779.758180 + Penalty 2686.419884 = -331093.338297
  nChanged 25
		SP:Iteration 41Q (85052.170000 sec): 3 clusters
  Score: Raw -333787.974873 + Penalty 2686.419884 = -331101.554989
  nChanged 17
		SP:Iteration 42Q (85052.370000 sec): 3 clusters
  Score: Raw -333794.236963 + Penalty 2686.419884 = -331107.817079
  nChanged 24
		SP:Iteration 43Q (85052.610000 sec): 3 clusters
  Score: Raw -333804.212973 + Penalty 2686.419884 = -331117.793090
  nChanged 34
		SP:Iteration 44Q (85052.830000 sec): 3 clusters
  Score: Raw -333820.630414 + Penalty 2686.419884 = -331134.210530
  nChanged 34
		SP:Iteration 45Q (85052.990000 sec): 3 clusters
  Score: Raw -333836.255458 + Penalty 2686.419884 = -331149.835574
  nChanged 37
		SP:Iteration 46Q (85053.230000 sec): 3 clusters
  Score: Raw -333853.698138 + Penalty 2686.419884 = -331167.278255
  nChanged 37
		SP:Iteration 47Q (85053.460000 sec): 3 clusters
  Score: Raw -333870.199196 + Penalty 2686.419884 = -331183.779312
  nChanged 32
		SP:Iteration 48Q (85053.660000 sec): 3 clusters
  Score: Raw -333883.501705 + Penalty 2686.419884 = -331197.081822
  nChanged 33
		SP:Iteration 49Q (85053.800000 sec): 3 clusters
  Score: Raw -333901.612198 + Penalty 2686.419884 = -331215.192314
  nChanged 35
		SP:Iteration 50Q (85053.970000 sec): 3 clusters
  Score: Raw -333917.180297 + Penalty 2686.419884 = -331230.760413
  nChanged 27
		SP:Iteration 51Q (85054.210000 sec): 3 clusters
  Score: Raw -333928.733421 + Penalty 2686.419884 = -331242.313537
  nChanged 25
		SP:Iteration 52Q (85054.370000 sec): 3 clusters
  Score: Raw -333937.553273 + Penalty 2686.419884 = -331251.133389
  nChanged 22
		SP:Iteration 53Q (85054.610000 sec): 3 clusters
  Score: Raw -333945.467428 + Penalty 2686.419884 = -331259.047544
  nChanged 13
		SP:Iteration 54Q (85054.860000 sec): 3 clusters
  Score: Raw -333952.561906 + Penalty 2686.419884 = -331266.142022
  nChanged 21
		SP:Iteration 55Q (85055.040000 sec): 3 clusters
  Score: Raw -333960.679130 + Penalty 2686.419884 = -331274.259247
  nChanged 11
		SP:Iteration 56Q (85055.190000 sec): 3 clusters
  Score: Raw -333963.738912 + Penalty 2686.419884 = -331277.319028
  nChanged 15
		SP:Iteration 57Q (85055.400000 sec): 3 clusters
  Score: Raw -333969.709227 + Penalty 2686.419884 = -331283.289343
  nChanged 13
		SP:Iteration 58Q (85055.620000 sec): 3 clusters
  Score: Raw -333975.315023 + Penalty 2686.419884 = -331288.895139
  nChanged 12
		SP:Iteration 59Q (85055.800000 sec): 3 clusters
  Score: Raw -333980.858357 + Penalty 2686.419884 = -331294.438473
  nChanged 14
		SP:Iteration 60F (85056.040000 sec): 3 clusters
  Score: Raw -333985.816284 + Penalty 2686.419884 = -331299.396401
  nChanged 9
		SP:Iteration 61Q (85056.230000 sec): 3 clusters
  Score: Raw -333990.532431 + Penalty 2686.419884 = -331304.112548
  nChanged 13
		SP:Iteration 62Q (85056.430000 sec): 3 clusters
  Score: Raw -333994.477822 + Penalty 2686.419884 = -331308.057938
  nChanged 7
		SP:Iteration 63Q (85056.650000 sec): 3 clusters
  Score: Raw -333997.455940 + Penalty 2686.419884 = -331311.036056
  nChanged 11
		SP:Iteration 64Q (85056.880000 sec): 3 clusters
  Score: Raw -334001.282419 + Penalty 2686.419884 = -331314.862535
  nChanged 7
		SP:Iteration 65Q (85057.140000 sec): 3 clusters
  Score: Raw -334003.400875 + Penalty 2686.419884 = -331316.980991
  nChanged 9
		SP:Iteration 66Q (85057.290000 sec): 3 clusters
  Score: Raw -334005.443831 + Penalty 2686.419884 = -331319.023947
  nChanged 2
		SP:Iteration 67Q (85057.500000 sec): 3 clusters
  Score: Raw -334005.951178 + Penalty 2686.419884 = -331319.531294
  nChanged 1
		SP:Iteration 68Q (85057.650000 sec): 3 clusters
  Score: Raw -334006.146819 + Penalty 2686.419884 = -331319.726935
  nChanged 1
		SP:Iteration 69Q (85057.830000 sec): 3 clusters
  Score: Raw -334006.408220 + Penalty 2686.419884 = -331319.988336
  nChanged 3
		SP:Iteration 70Q (85058.010000 sec): 3 clusters
  Score: Raw -334007.146576 + Penalty 2686.419884 = -331320.726693
  nChanged 3
		SP:Iteration 71Q (85058.180000 sec): 3 clusters
  Score: Raw -334008.325409 + Penalty 2686.419884 = -331321.905525
  nChanged 4
		SP:Iteration 72Q (85058.340000 sec): 3 clusters
  Score: Raw -334009.643640 + Penalty 2686.419884 = -331323.223756
  nChanged 2
		SP:Iteration 73Q (85058.540000 sec): 3 clusters
  Score: Raw -334010.579420 + Penalty 2686.419884 = -331324.159536
  nChanged 0
		SP:Iteration 74F (85058.740000 sec): 3 clusters
  Score: Raw -334010.579420 + Penalty 2686.419884 = -331324.159536
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 31 (5765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85058.890000 sec): 2 clusters
  Score: Raw -456523.420420 + Penalty 1407.178570 = -455116.241850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85059.110000 sec): 3 clusters
  Score: Raw -453494.064663 + Penalty 2814.357141 = -450679.707522
  nChanged 2325
		SP:Iteration 1F (85059.310000 sec): 3 clusters
  Score: Raw -454889.509227 + Penalty 2814.357141 = -452075.152086
  nChanged 443
		SP:Iteration 2F (85059.570000 sec): 3 clusters
  Score: Raw -455179.833798 + Penalty 2814.357141 = -452365.476658
  nChanged 357
		SP:Iteration 3F (85059.760000 sec): 3 clusters
  Score: Raw -455437.755943 + Penalty 2814.357141 = -452623.398802
  nChanged 309
		SP:Iteration 4F (85060.040000 sec): 3 clusters
  Score: Raw -455631.047984 + Penalty 2814.357141 = -452816.690844
  nChanged 263
		SP:Iteration 5Q (85060.240000 sec): 3 clusters
  Score: Raw -455802.492593 + Penalty 2814.357141 = -452988.135453
  nChanged 243
		SP:Iteration 6Q (85060.440000 sec): 3 clusters
  Score: Raw -455943.279091 + Penalty 2814.357141 = -453128.921950
  nChanged 200
		SP:Iteration 7Q (85060.680000 sec): 3 clusters
  Score: Raw -456045.248630 + Penalty 2814.357141 = -453230.891489
  nChanged 164
		SP:Iteration 8Q (85060.840000 sec): 3 clusters
  Score: Raw -456126.833362 + Penalty 2814.357141 = -453312.476221
  nChanged 159
		SP:Iteration 9Q (85061.040000 sec): 3 clusters
  Score: Raw -456189.028491 + Penalty 2814.357141 = -453374.671350
  nChanged 121
		SP:Iteration 10Q (85061.250000 sec): 3 clusters
  Score: Raw -456237.266882 + Penalty 2814.357141 = -453422.909741
  nChanged 113
		SP:Iteration 11Q (85061.460000 sec): 3 clusters
  Score: Raw -456284.714849 + Penalty 2814.357141 = -453470.357709
  nChanged 117
		SP:Iteration 12Q (85061.670000 sec): 3 clusters
  Score: Raw -456333.827696 + Penalty 2814.357141 = -453519.470555
  nChanged 103
		SP:Iteration 13Q (85061.870000 sec): 3 clusters
  Score: Raw -456376.869400 + Penalty 2814.357141 = -453562.512260
  nChanged 96
		SP:Iteration 14Q (85062.090000 sec): 3 clusters
  Score: Raw -456407.104156 + Penalty 2814.357141 = -453592.747015
  nChanged 73
		SP:Iteration 15Q (85062.300000 sec): 3 clusters
  Score: Raw -456430.282325 + Penalty 2814.357141 = -453615.925184
  nChanged 66
		SP:Iteration 16Q (85062.530000 sec): 3 clusters
  Score: Raw -456455.129123 + Penalty 2814.357141 = -453640.771982
  nChanged 74
		SP:Iteration 17Q (85062.800000 sec): 3 clusters
  Score: Raw -456493.792048 + Penalty 2814.357141 = -453679.434907
  nChanged 96
		SP:Iteration 18Q (85063.040000 sec): 3 clusters
  Score: Raw -456547.886970 + Penalty 2814.357141 = -453733.529830
  nChanged 99
		SP:Iteration 19Q (85063.240000 sec): 3 clusters
  Score: Raw -456604.371351 + Penalty 2814.357141 = -453790.014210
  nChanged 107
		SP:Iteration 20F (85063.450000 sec): 3 clusters
  Score: Raw -456664.226498 + Penalty 2814.357141 = -453849.869357
  nChanged 97
		SP:Iteration 21Q (85063.640000 sec): 3 clusters
  Score: Raw -456718.793692 + Penalty 2814.357141 = -453904.436552
  nChanged 91
		SP:Iteration 22Q (85063.880000 sec): 3 clusters
  Score: Raw -456773.505345 + Penalty 2814.357141 = -453959.148205
  nChanged 97
		SP:Iteration 23Q (85064.070000 sec): 3 clusters
  Score: Raw -456834.191827 + Penalty 2814.357141 = -454019.834686
  nChanged 121
		SP:Iteration 24Q (85064.300000 sec): 3 clusters
  Score: Raw -456920.809421 + Penalty 2814.357141 = -454106.452281
  nChanged 122
		SP:Iteration 25Q (85064.460000 sec): 3 clusters
  Score: Raw -456998.247117 + Penalty 2814.357141 = -454183.889976
  nChanged 121
		SP:Iteration 26Q (85064.640000 sec): 3 clusters
  Score: Raw -457071.405459 + Penalty 2814.357141 = -454257.048319
  nChanged 104
		SP:Iteration 27Q (85064.850000 sec): 3 clusters
  Score: Raw -457136.975105 + Penalty 2814.357141 = -454322.617964
  nChanged 81
		SP:Iteration 28Q (85065.060000 sec): 3 clusters
  Score: Raw -457173.267296 + Penalty 2814.357141 = -454358.910155
  nChanged 67
		SP:Iteration 29Q (85065.270000 sec): 3 clusters
  Score: Raw -457206.446666 + Penalty 2814.357141 = -454392.089525
  nChanged 56
		SP:Iteration 30Q (85065.470000 sec): 3 clusters
  Score: Raw -457230.493406 + Penalty 2814.357141 = -454416.136265
  nChanged 51
		SP:Iteration 31Q (85065.660000 sec): 3 clusters
  Score: Raw -457255.498951 + Penalty 2814.357141 = -454441.141811
  nChanged 50
		SP:Iteration 32Q (85065.910000 sec): 3 clusters
  Score: Raw -457284.715096 + Penalty 2814.357141 = -454470.357955
  nChanged 60
		SP:Iteration 33Q (85066.110000 sec): 3 clusters
  Score: Raw -457323.800538 + Penalty 2814.357141 = -454509.443397
  nChanged 65
		SP:Iteration 34Q (85066.380000 sec): 3 clusters
  Score: Raw -457368.348062 + Penalty 2814.357141 = -454553.990921
  nChanged 53
		SP:Iteration 35Q (85066.590000 sec): 3 clusters
  Score: Raw -457404.253171 + Penalty 2814.357141 = -454589.896030
  nChanged 42
		SP:Iteration 36Q (85066.900000 sec): 3 clusters
  Score: Raw -457424.423219 + Penalty 2814.357141 = -454610.066078
  nChanged 35
		SP:Iteration 37Q (85067.110000 sec): 3 clusters
  Score: Raw -457438.374792 + Penalty 2814.357141 = -454624.017652
  nChanged 31
		SP:Iteration 38Q (85067.320000 sec): 3 clusters
  Score: Raw -457450.874693 + Penalty 2814.357141 = -454636.517552
  nChanged 22
		SP:Iteration 39Q (85067.520000 sec): 3 clusters
  Score: Raw -457459.893320 + Penalty 2814.357141 = -454645.536179
  nChanged 25
		SP:Iteration 40F (85067.720000 sec): 3 clusters
  Score: Raw -457476.608555 + Penalty 2814.357141 = -454662.251415
  nChanged 23
		SP:Iteration 41Q (85067.920000 sec): 3 clusters
  Score: Raw -457489.564113 + Penalty 2814.357141 = -454675.206972
  nChanged 37
		SP:Iteration 42Q (85068.120000 sec): 3 clusters
  Score: Raw -457510.006366 + Penalty 2814.357141 = -454695.649225
  nChanged 39
		SP:Iteration 43Q (85068.300000 sec): 3 clusters
  Score: Raw -457527.026041 + Penalty 2814.357141 = -454712.668900
  nChanged 31
		SP:Iteration 44Q (85068.520000 sec): 3 clusters
  Score: Raw -457544.253103 + Penalty 2814.357141 = -454729.895962
  nChanged 31
		SP:Iteration 45Q (85068.720000 sec): 3 clusters
  Score: Raw -457561.810310 + Penalty 2814.357141 = -454747.453170
  nChanged 21
		SP:Iteration 46Q (85068.900000 sec): 3 clusters
  Score: Raw -457576.210928 + Penalty 2814.357141 = -454761.853787
  nChanged 24
		SP:Iteration 47Q (85069.050000 sec): 3 clusters
  Score: Raw -457587.766874 + Penalty 2814.357141 = -454773.409734
  nChanged 28
		SP:Iteration 48Q (85069.250000 sec): 3 clusters
  Score: Raw -457605.793577 + Penalty 2814.357141 = -454791.436437
  nChanged 34
		SP:Iteration 49Q (85069.410000 sec): 3 clusters
  Score: Raw -457631.811557 + Penalty 2814.357141 = -454817.454417
  nChanged 26
		SP:Iteration 50Q (85069.650000 sec): 3 clusters
  Score: Raw -457649.286600 + Penalty 2814.357141 = -454834.929459
  nChanged 25
		SP:Iteration 51Q (85069.840000 sec): 3 clusters
  Score: Raw -457661.299183 + Penalty 2814.357141 = -454846.942042
  nChanged 16
		SP:Iteration 52Q (85070.010000 sec): 3 clusters
  Score: Raw -457667.166099 + Penalty 2814.357141 = -454852.808959
  nChanged 10
		SP:Iteration 53Q (85070.180000 sec): 3 clusters
  Score: Raw -457671.852302 + Penalty 2814.357141 = -454857.495161
  nChanged 9
		SP:Iteration 54Q (85070.350000 sec): 3 clusters
  Score: Raw -457674.490486 + Penalty 2814.357141 = -454860.133345
  nChanged 7
		SP:Iteration 55Q (85070.520000 sec): 3 clusters
  Score: Raw -457676.342566 + Penalty 2814.357141 = -454861.985425
  nChanged 6
		SP:Iteration 56Q (85070.760000 sec): 3 clusters
  Score: Raw -457678.012533 + Penalty 2814.357141 = -454863.655392
  nChanged 2
		SP:Iteration 57Q (85070.990000 sec): 3 clusters
  Score: Raw -457678.378820 + Penalty 2814.357141 = -454864.021680
  nChanged 2
		SP:Iteration 58Q (85071.190000 sec): 3 clusters
  Score: Raw -457678.731955 + Penalty 2814.357141 = -454864.374815
  nChanged 2
		SP:Iteration 59Q (85071.380000 sec): 3 clusters
  Score: Raw -457678.968454 + Penalty 2814.357141 = -454864.611313
  nChanged 1
		SP:Iteration 60F (85071.670000 sec): 3 clusters
  Score: Raw -457679.135448 + Penalty 2814.357141 = -454864.778308
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 32 (21202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85071.870000 sec): 2 clusters
  Score: Raw -1797262.803325 + Penalty 1618.800754 = -1795644.002571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85072.230000 sec): 3 clusters
  Score: Raw -1784371.097650 + Penalty 3237.601509 = -1781133.496142
  nChanged 9705
		SP:Iteration 1F (85072.520000 sec): 3 clusters
  Score: Raw -1789739.996842 + Penalty 3237.601509 = -1786502.395333
  nChanged 1022
		SP:Iteration 2Q (85072.840000 sec): 3 clusters
  Score: Raw -1790110.440286 + Penalty 3237.601509 = -1786872.838777
  nChanged 951
		SP:Iteration 3Q (85073.160000 sec): 3 clusters
  Score: Raw -1790465.131026 + Penalty 3237.601509 = -1787227.529517
  nChanged 976
		SP:Iteration 4Q (85073.510000 sec): 3 clusters
  Score: Raw -1790917.390491 + Penalty 3237.601509 = -1787679.788983
  nChanged 1084
		SP:Iteration 5F (85073.830000 sec): 3 clusters
  Score: Raw -1791528.725269 + Penalty 3237.601509 = -1788291.123760
  nChanged 1278
		SP:Iteration 6F (85074.110000 sec): 3 clusters
  Score: Raw -1792425.048616 + Penalty 3237.601509 = -1789187.447107
  nChanged 1440
		SP:Iteration 7F (85074.450000 sec): 3 clusters
  Score: Raw -1793574.730812 + Penalty 3237.601509 = -1790337.129303
  nChanged 1339
		SP:Iteration 8F (85074.730000 sec): 3 clusters
  Score: Raw -1794659.568631 + Penalty 3237.601509 = -1791421.967122
  nChanged 1100
		SP:Iteration 9F (85075.020000 sec): 3 clusters
  Score: Raw -1795569.251213 + Penalty 3237.601509 = -1792331.649705
  nChanged 841
		SP:Iteration 10Q (85075.360000 sec): 3 clusters
  Score: Raw -1796236.616528 + Penalty 3237.601509 = -1792999.015019
  nChanged 574
		SP:Iteration 11Q (85075.660000 sec): 3 clusters
  Score: Raw -1796695.630702 + Penalty 3237.601509 = -1793458.029193
  nChanged 380
		SP:Iteration 12Q (85075.960000 sec): 3 clusters
  Score: Raw -1797010.112462 + Penalty 3237.601509 = -1793772.510953
  nChanged 246
		SP:Iteration 13Q (85076.230000 sec): 3 clusters
  Score: Raw -1797199.381686 + Penalty 3237.601509 = -1793961.780177
  nChanged 127
		SP:Iteration 14Q (85076.510000 sec): 3 clusters
  Score: Raw -1797302.619062 + Penalty 3237.601509 = -1794065.017554
  nChanged 77
		SP:Iteration 15Q (85076.780000 sec): 3 clusters
  Score: Raw -1797363.894418 + Penalty 3237.601509 = -1794126.292909
  nChanged 46
		SP:Iteration 16Q (85077.030000 sec): 3 clusters
  Score: Raw -1797397.702679 + Penalty 3237.601509 = -1794160.101170
  nChanged 37
		SP:Iteration 17Q (85077.340000 sec): 3 clusters
  Score: Raw -1797424.171912 + Penalty 3237.601509 = -1794186.570404
  nChanged 23
		SP:Iteration 18Q (85077.570000 sec): 3 clusters
  Score: Raw -1797446.155449 + Penalty 3237.601509 = -1794208.553941
  nChanged 22
		SP:Iteration 19Q (85077.830000 sec): 3 clusters
  Score: Raw -1797466.948225 + Penalty 3237.601509 = -1794229.346717
  nChanged 13
		SP:Iteration 20F (85078.120000 sec): 3 clusters
  Score: Raw -1797477.637778 + Penalty 3237.601509 = -1794240.036269
  nChanged 9
		SP:Iteration 21Q (85078.430000 sec): 3 clusters
  Score: Raw -1797484.389342 + Penalty 3237.601509 = -1794246.787834
  nChanged 3
		SP:Iteration 22Q (85078.710000 sec): 3 clusters
  Score: Raw -1797487.120403 + Penalty 3237.601509 = -1794249.518894
  nChanged 4
		SP:Iteration 23Q (85078.990000 sec): 3 clusters
  Score: Raw -1797489.742282 + Penalty 3237.601509 = -1794252.140773
  nChanged 4
		SP:Iteration 24Q (85079.260000 sec): 3 clusters
  Score: Raw -1797493.261549 + Penalty 3237.601509 = -1794255.660040
  nChanged 5
		SP:Iteration 25Q (85079.570000 sec): 3 clusters
  Score: Raw -1797498.591064 + Penalty 3237.601509 = -1794260.989555
  nChanged 3
		SP:Iteration 26Q (85079.850000 sec): 3 clusters
  Score: Raw -1797501.992779 + Penalty 3237.601509 = -1794264.391271
  nChanged 3
		SP:Iteration 27Q (85080.130000 sec): 3 clusters
  Score: Raw -1797503.615984 + Penalty 3237.601509 = -1794266.014475
  nChanged 4
		SP:Iteration 28Q (85080.410000 sec): 3 clusters
  Score: Raw -1797506.252875 + Penalty 3237.601509 = -1794268.651367
  nChanged 1
		SP:Iteration 29Q (85080.680000 sec): 3 clusters
  Score: Raw -1797507.288936 + Penalty 3237.601509 = -1794269.687428
  nChanged 1
		SP:Iteration 30Q (85080.990000 sec): 3 clusters
  Score: Raw -1797508.037112 + Penalty 3237.601509 = -1794270.435604
  nChanged 3
		SP:Iteration 31Q (85081.270000 sec): 3 clusters
  Score: Raw -1797511.237692 + Penalty 3237.601509 = -1794273.636183
  nChanged 2
		SP:Iteration 32Q (85081.500000 sec): 3 clusters
  Score: Raw -1797513.073889 + Penalty 3237.601509 = -1794275.472381
  nChanged 0
		SP:Iteration 33F (85081.780000 sec): 3 clusters
  Score: Raw -1797513.073889 + Penalty 3237.601509 = -1794275.472381
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 33 (3322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85081.870000 sec): 2 clusters
  Score: Raw -238762.576669 + Penalty 1317.602372 = -237444.974297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85082.020000 sec): 3 clusters
  Score: Raw -237203.616771 + Penalty 2635.204744 = -234568.412027
  nChanged 1252
		SP:Iteration 1F (85082.160000 sec): 3 clusters
  Score: Raw -238098.346643 + Penalty 2635.204744 = -235463.141898
  nChanged 329
		SP:Iteration 2F (85082.310000 sec): 3 clusters
  Score: Raw -238406.011692 + Penalty 2635.204744 = -235770.806948
  nChanged 257
		SP:Iteration 3F (85082.450000 sec): 3 clusters
  Score: Raw -238679.722059 + Penalty 2635.204744 = -236044.517314
  nChanged 214
		SP:Iteration 4F (85082.590000 sec): 3 clusters
  Score: Raw -238903.771385 + Penalty 2635.204744 = -236268.566641
  nChanged 175
		SP:Iteration 5F (85082.740000 sec): 3 clusters
  Score: Raw -239080.251431 + Penalty 2635.204744 = -236445.046687
  nChanged 142
		SP:Iteration 6Q (85082.890000 sec): 3 clusters
  Score: Raw -239226.061195 + Penalty 2635.204744 = -236590.856451
  nChanged 120
		SP:Iteration 7Q (85083.040000 sec): 3 clusters
  Score: Raw -239321.695194 + Penalty 2635.204744 = -236686.490449
  nChanged 89
		SP:Iteration 8Q (85083.200000 sec): 3 clusters
  Score: Raw -239373.538774 + Penalty 2635.204744 = -236738.334030
  nChanged 65
		SP:Iteration 9Q (85083.360000 sec): 3 clusters
  Score: Raw -239411.998470 + Penalty 2635.204744 = -236776.793725
  nChanged 54
		SP:Iteration 10Q (85083.520000 sec): 3 clusters
  Score: Raw -239442.655293 + Penalty 2635.204744 = -236807.450549
  nChanged 39
		SP:Iteration 11Q (85083.680000 sec): 3 clusters
  Score: Raw -239458.160548 + Penalty 2635.204744 = -236822.955803
  nChanged 26
		SP:Iteration 12Q (85083.840000 sec): 3 clusters
  Score: Raw -239471.689019 + Penalty 2635.204744 = -236836.484274
  nChanged 19
		SP:Iteration 13Q (85084.000000 sec): 3 clusters
  Score: Raw -239483.067075 + Penalty 2635.204744 = -236847.862330
  nChanged 15
		SP:Iteration 14Q (85084.160000 sec): 3 clusters
  Score: Raw -239492.073483 + Penalty 2635.204744 = -236856.868738
  nChanged 15
		SP:Iteration 15Q (85084.330000 sec): 3 clusters
  Score: Raw -239502.525739 + Penalty 2635.204744 = -236867.320995
  nChanged 14
		SP:Iteration 16Q (85084.480000 sec): 3 clusters
  Score: Raw -239508.339639 + Penalty 2635.204744 = -236873.134894
  nChanged 14
		SP:Iteration 17Q (85084.640000 sec): 3 clusters
  Score: Raw -239513.161465 + Penalty 2635.204744 = -236877.956720
  nChanged 13
		SP:Iteration 18Q (85084.800000 sec): 3 clusters
  Score: Raw -239515.839190 + Penalty 2635.204744 = -236880.634445
  nChanged 5
		SP:Iteration 19Q (85084.960000 sec): 3 clusters
  Score: Raw -239517.097127 + Penalty 2635.204744 = -236881.892383
  nChanged 6
		SP:Iteration 20F (85085.120000 sec): 3 clusters
  Score: Raw -239518.120358 + Penalty 2635.204744 = -236882.915614
  nChanged 2
		SP:Iteration 21Q (85085.280000 sec): 3 clusters
  Score: Raw -239518.596189 + Penalty 2635.204744 = -236883.391445
  nChanged 1
		SP:Iteration 22Q (85085.440000 sec): 3 clusters
  Score: Raw -239518.976264 + Penalty 2635.204744 = -236883.771519
  nChanged 1
		SP:Iteration 23Q (85085.660000 sec): 3 clusters
  Score: Raw -239519.465805 + Penalty 2635.204744 = -236884.261060
  nChanged 3
		SP:Iteration 24Q (85085.810000 sec): 3 clusters
  Score: Raw -239520.993807 + Penalty 2635.204744 = -236885.789063
  nChanged 1
		SP:Iteration 25Q (85085.970000 sec): 3 clusters
  Score: Raw -239521.148737 + Penalty 2635.204744 = -236885.943993
  nChanged 1
		SP:Iteration 26Q (85086.130000 sec): 3 clusters
  Score: Raw -239521.238303 + Penalty 2635.204744 = -236886.033559
  nChanged 1
		SP:Iteration 27Q (85086.290000 sec): 3 clusters
  Score: Raw -239521.365281 + Penalty 2635.204744 = -236886.160537
  nChanged 0
		SP:Iteration 28F (85086.450000 sec): 3 clusters
  Score: Raw -239521.365281 + Penalty 2635.204744 = -236886.160537
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 34 (22381 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85086.700000 sec): 2 clusters
  Score: Raw -1908009.908307 + Penalty 1627.594745 = -1906382.313561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85087.010000 sec): 3 clusters
  Score: Raw -1894331.234912 + Penalty 3255.189491 = -1891076.045421
  nChanged 10290
		SP:Iteration 1F (85087.250000 sec): 3 clusters
  Score: Raw -1900059.356151 + Penalty 3255.189491 = -1896804.166660
  nChanged 1135
		SP:Iteration 2F (85087.540000 sec): 3 clusters
  Score: Raw -1900448.814196 + Penalty 3255.189491 = -1897193.624705
  nChanged 1021
		SP:Iteration 3Q (85087.860000 sec): 3 clusters
  Score: Raw -1900820.137272 + Penalty 3255.189491 = -1897564.947782
  nChanged 974
		SP:Iteration 4Q (85088.190000 sec): 3 clusters
  Score: Raw -1901186.061341 + Penalty 3255.189491 = -1897930.871850
  nChanged 918
		SP:Iteration 5Q (85088.440000 sec): 3 clusters
  Score: Raw -1901557.799661 + Penalty 3255.189491 = -1898302.610171
  nChanged 914
		SP:Iteration 6Q (85088.720000 sec): 3 clusters
  Score: Raw -1901999.486755 + Penalty 3255.189491 = -1898744.297264
  nChanged 968
		SP:Iteration 7Q (85088.990000 sec): 3 clusters
  Score: Raw -1902514.970842 + Penalty 3255.189491 = -1899259.781352
  nChanged 1056
		SP:Iteration 8Q (85089.300000 sec): 3 clusters
  Score: Raw -1903167.037092 + Penalty 3255.189491 = -1899911.847601
  nChanged 1085
		SP:Iteration 9Q (85089.560000 sec): 3 clusters
  Score: Raw -1903880.533458 + Penalty 3255.189491 = -1900625.343968
  nChanged 1069
		SP:Iteration 10Q (85089.860000 sec): 3 clusters
  Score: Raw -1904539.383426 + Penalty 3255.189491 = -1901284.193935
  nChanged 924
		SP:Iteration 11Q (85090.150000 sec): 3 clusters
  Score: Raw -1905022.006364 + Penalty 3255.189491 = -1901766.816873
  nChanged 678
		SP:Iteration 12Q (85090.440000 sec): 3 clusters
  Score: Raw -1905283.571454 + Penalty 3255.189491 = -1902028.381963
  nChanged 497
		SP:Iteration 13Q (85090.710000 sec): 3 clusters
  Score: Raw -1905458.688955 + Penalty 3255.189491 = -1902203.499465
  nChanged 443
		SP:Iteration 14Q (85091.050000 sec): 3 clusters
  Score: Raw -1905629.256886 + Penalty 3255.189491 = -1902374.067395
  nChanged 442
		SP:Iteration 15Q (85091.370000 sec): 3 clusters
  Score: Raw -1905801.484756 + Penalty 3255.189491 = -1902546.295266
  nChanged 414
		SP:Iteration 16Q (85091.660000 sec): 3 clusters
  Score: Raw -1905959.263294 + Penalty 3255.189491 = -1902704.073803
  nChanged 409
		SP:Iteration 17Q (85091.980000 sec): 3 clusters
  Score: Raw -1906113.054331 + Penalty 3255.189491 = -1902857.864841
  nChanged 401
		SP:Iteration 18Q (85092.300000 sec): 3 clusters
  Score: Raw -1906259.803433 + Penalty 3255.189491 = -1903004.613943
  nChanged 386
		SP:Iteration 19Q (85092.650000 sec): 3 clusters
  Score: Raw -1906412.576543 + Penalty 3255.189491 = -1903157.387052
  nChanged 379
		SP:Iteration 20F (85093.020000 sec): 3 clusters
  Score: Raw -1906560.521760 + Penalty 3255.189491 = -1903305.332269
  nChanged 363
		SP:Iteration 21Q (85093.360000 sec): 3 clusters
  Score: Raw -1906710.792290 + Penalty 3255.189491 = -1903455.602799
  nChanged 350
		SP:Iteration 22Q (85093.640000 sec): 3 clusters
  Score: Raw -1906862.613578 + Penalty 3255.189491 = -1903607.424087
  nChanged 343
		SP:Iteration 23Q (85093.940000 sec): 3 clusters
  Score: Raw -1907021.903340 + Penalty 3255.189491 = -1903766.713849
  nChanged 326
		SP:Iteration 24Q (85094.290000 sec): 3 clusters
  Score: Raw -1907189.936237 + Penalty 3255.189491 = -1903934.746746
  nChanged 296
		SP:Iteration 25Q (85094.560000 sec): 3 clusters
  Score: Raw -1907342.603264 + Penalty 3255.189491 = -1904087.413773
  nChanged 270
		SP:Iteration 26Q (85094.940000 sec): 3 clusters
  Score: Raw -1907482.265155 + Penalty 3255.189491 = -1904227.075664
  nChanged 236
		SP:Iteration 27Q (85095.240000 sec): 3 clusters
  Score: Raw -1907604.378909 + Penalty 3255.189491 = -1904349.189418
  nChanged 202
		SP:Iteration 28Q (85095.510000 sec): 3 clusters
  Score: Raw -1907698.667384 + Penalty 3255.189491 = -1904443.477893
  nChanged 188
		SP:Iteration 29Q (85095.840000 sec): 3 clusters
  Score: Raw -1907790.792984 + Penalty 3255.189491 = -1904535.603494
  nChanged 170
		SP:Iteration 30Q (85096.110000 sec): 3 clusters
  Score: Raw -1907870.410474 + Penalty 3255.189491 = -1904615.220983
  nChanged 132
		SP:Iteration 31Q (85096.400000 sec): 3 clusters
  Score: Raw -1907926.497572 + Penalty 3255.189491 = -1904671.308082
  nChanged 132
		SP:Iteration 32Q (85096.680000 sec): 3 clusters
  Score: Raw -1907983.213695 + Penalty 3255.189491 = -1904728.024205
  nChanged 116
		SP:Iteration 33Q (85097.030000 sec): 3 clusters
  Score: Raw -1908047.798287 + Penalty 3255.189491 = -1904792.608796
  nChanged 106
		SP:Iteration 34Q (85097.350000 sec): 3 clusters
  Score: Raw -1908105.002569 + Penalty 3255.189491 = -1904849.813079
  nChanged 94
		SP:Iteration 35Q (85097.630000 sec): 3 clusters
  Score: Raw -1908155.064116 + Penalty 3255.189491 = -1904899.874626
  nChanged 70
		SP:Iteration 36Q (85097.860000 sec): 3 clusters
  Score: Raw -1908189.674525 + Penalty 3255.189491 = -1904934.485034
  nChanged 57
		SP:Iteration 37Q (85098.150000 sec): 3 clusters
  Score: Raw -1908214.341170 + Penalty 3255.189491 = -1904959.151680
  nChanged 48
		SP:Iteration 38Q (85098.400000 sec): 3 clusters
  Score: Raw -1908233.915668 + Penalty 3255.189491 = -1904978.726178
  nChanged 41
		SP:Iteration 39Q (85098.740000 sec): 3 clusters
  Score: Raw -1908250.147178 + Penalty 3255.189491 = -1904994.957687
  nChanged 27
		SP:Iteration 40F (85099.140000 sec): 3 clusters
  Score: Raw -1908261.684989 + Penalty 3255.189491 = -1905006.495498
  nChanged 24
		SP:Iteration 41Q (85099.400000 sec): 3 clusters
  Score: Raw -1908269.440016 + Penalty 3255.189491 = -1905014.250526
  nChanged 20
		SP:Iteration 42Q (85099.720000 sec): 3 clusters
  Score: Raw -1908276.215391 + Penalty 3255.189491 = -1905021.025901
  nChanged 25
		SP:Iteration 43Q (85100.020000 sec): 3 clusters
  Score: Raw -1908284.579731 + Penalty 3255.189491 = -1905029.390240
  nChanged 18
		SP:Iteration 44Q (85100.300000 sec): 3 clusters
  Score: Raw -1908290.844816 + Penalty 3255.189491 = -1905035.655325
  nChanged 14
		SP:Iteration 45Q (85100.660000 sec): 3 clusters
  Score: Raw -1908296.698240 + Penalty 3255.189491 = -1905041.508749
  nChanged 11
		SP:Iteration 46Q (85100.990000 sec): 3 clusters
  Score: Raw -1908302.072225 + Penalty 3255.189491 = -1905046.882734
  nChanged 10
		SP:Iteration 47Q (85101.270000 sec): 3 clusters
  Score: Raw -1908304.648182 + Penalty 3255.189491 = -1905049.458691
  nChanged 7
		SP:Iteration 48Q (85101.560000 sec): 3 clusters
  Score: Raw -1908306.827589 + Penalty 3255.189491 = -1905051.638098
  nChanged 4
		SP:Iteration 49Q (85101.890000 sec): 3 clusters
  Score: Raw -1908307.547555 + Penalty 3255.189491 = -1905052.358064
  nChanged 3
		SP:Iteration 50Q (85102.260000 sec): 3 clusters
  Score: Raw -1908308.430378 + Penalty 3255.189491 = -1905053.240887
  nChanged 4
		SP:Iteration 51Q (85102.590000 sec): 3 clusters
  Score: Raw -1908309.269515 + Penalty 3255.189491 = -1905054.080024
  nChanged 6
		SP:Iteration 52Q (85102.940000 sec): 3 clusters
  Score: Raw -1908310.719691 + Penalty 3255.189491 = -1905055.530200
  nChanged 4
		SP:Iteration 53Q (85103.320000 sec): 3 clusters
  Score: Raw -1908311.844432 + Penalty 3255.189491 = -1905056.654942
  nChanged 5
		SP:Iteration 54Q (85103.650000 sec): 3 clusters
  Score: Raw -1908313.309811 + Penalty 3255.189491 = -1905058.120320
  nChanged 6
		SP:Iteration 55Q (85103.960000 sec): 3 clusters
  Score: Raw -1908315.227971 + Penalty 3255.189491 = -1905060.038480
  nChanged 6
		SP:Iteration 56Q (85104.240000 sec): 3 clusters
  Score: Raw -1908317.030163 + Penalty 3255.189491 = -1905061.840672
  nChanged 5
		SP:Iteration 57Q (85104.550000 sec): 3 clusters
  Score: Raw -1908318.671909 + Penalty 3255.189491 = -1905063.482418
  nChanged 3
		SP:Iteration 58Q (85104.840000 sec): 3 clusters
  Score: Raw -1908319.774082 + Penalty 3255.189491 = -1905064.584591
  nChanged 3
		SP:Iteration 59Q (85105.120000 sec): 3 clusters
  Score: Raw -1908320.624960 + Penalty 3255.189491 = -1905065.435470
  nChanged 2
		SP:Iteration 60F (85105.350000 sec): 3 clusters
  Score: Raw -1908321.910211 + Penalty 3255.189491 = -1905066.720721
  nChanged 4
		SP:Iteration 61Q (85105.690000 sec): 3 clusters
  Score: Raw -1908324.088598 + Penalty 3255.189491 = -1905068.899108
  nChanged 5
		SP:Iteration 62Q (85105.970000 sec): 3 clusters
  Score: Raw -1908325.731653 + Penalty 3255.189491 = -1905070.542162
  nChanged 4
		SP:Iteration 63Q (85106.290000 sec): 3 clusters
  Score: Raw -1908326.536918 + Penalty 3255.189491 = -1905071.347427
  nChanged 2
		SP:Iteration 64Q (85106.540000 sec): 3 clusters
  Score: Raw -1908326.858287 + Penalty 3255.189491 = -1905071.668797
  nChanged 1
		SP:Iteration 65Q (85106.840000 sec): 3 clusters
  Score: Raw -1908327.092499 + Penalty 3255.189491 = -1905071.903009
  nChanged 3
		SP:Iteration 66Q (85107.200000 sec): 3 clusters
  Score: Raw -1908327.861767 + Penalty 3255.189491 = -1905072.672276
  nChanged 1
		SP:Iteration 67Q (85107.530000 sec): 3 clusters
  Score: Raw -1908328.255725 + Penalty 3255.189491 = -1905073.066234
  nChanged 2
		SP:Iteration 68Q (85107.760000 sec): 3 clusters
  Score: Raw -1908329.198407 + Penalty 3255.189491 = -1905074.008917
  nChanged 4
		SP:Iteration 69Q (85108.100000 sec): 3 clusters
  Score: Raw -1908331.463558 + Penalty 3255.189491 = -1905076.274067
  nChanged 4
		SP:Iteration 70Q (85108.420000 sec): 3 clusters
  Score: Raw -1908333.341678 + Penalty 3255.189491 = -1905078.152188
  nChanged 4
		SP:Iteration 71Q (85108.670000 sec): 3 clusters
  Score: Raw -1908334.262023 + Penalty 3255.189491 = -1905079.072532
  nChanged 3
		SP:Iteration 72Q (85109.000000 sec): 3 clusters
  Score: Raw -1908335.915780 + Penalty 3255.189491 = -1905080.726289
  nChanged 2
		SP:Iteration 73Q (85109.250000 sec): 3 clusters
  Score: Raw -1908336.972641 + Penalty 3255.189491 = -1905081.783150
  nChanged 2
		SP:Iteration 74Q (85109.580000 sec): 3 clusters
  Score: Raw -1908337.556666 + Penalty 3255.189491 = -1905082.367175
  nChanged 1
		SP:Iteration 75Q (85109.920000 sec): 3 clusters
  Score: Raw -1908337.781038 + Penalty 3255.189491 = -1905082.591547
  nChanged 1
		SP:Iteration 76Q (85110.210000 sec): 3 clusters
  Score: Raw -1908338.264832 + Penalty 3255.189491 = -1905083.075341
  nChanged 1
		SP:Iteration 77Q (85110.530000 sec): 3 clusters
  Score: Raw -1908338.832967 + Penalty 3255.189491 = -1905083.643477
  nChanged 1
		SP:Iteration 78Q (85110.850000 sec): 3 clusters
  Score: Raw -1908339.516369 + Penalty 3255.189491 = -1905084.326878
  nChanged 3
		SP:Iteration 79Q (85111.170000 sec): 3 clusters
  Score: Raw -1908341.103012 + Penalty 3255.189491 = -1905085.913521
  nChanged 4
		SP:Iteration 80F (85111.420000 sec): 3 clusters
  Score: Raw -1908342.190129 + Penalty 3255.189491 = -1905087.000638
  nChanged 2
		SP:Iteration 81Q (85111.720000 sec): 3 clusters
  Score: Raw -1908342.761884 + Penalty 3255.189491 = -1905087.572393
  nChanged 3
		SP:Iteration 82Q (85112.020000 sec): 3 clusters
  Score: Raw -1908343.378664 + Penalty 3255.189491 = -1905088.189173
  nChanged 3
		SP:Iteration 83Q (85112.320000 sec): 3 clusters
  Score: Raw -1908343.838407 + Penalty 3255.189491 = -1905088.648917
  nChanged 1
		SP:Iteration 84Q (85112.640000 sec): 3 clusters
  Score: Raw -1908344.022547 + Penalty 3255.189491 = -1905088.833056
  nChanged 2
		SP:Iteration 85Q (85112.940000 sec): 3 clusters
  Score: Raw -1908344.684641 + Penalty 3255.189491 = -1905089.495150
  nChanged 3
		SP:Iteration 86Q (85113.260000 sec): 3 clusters
  Score: Raw -1908345.794926 + Penalty 3255.189491 = -1905090.605435
  nChanged 2
		SP:Iteration 87Q (85113.550000 sec): 3 clusters
  Score: Raw -1908346.146442 + Penalty 3255.189491 = -1905090.956952
  nChanged 3
		SP:Iteration 88Q (85113.830000 sec): 3 clusters
  Score: Raw -1908347.795612 + Penalty 3255.189491 = -1905092.606121
  nChanged 4
		SP:Iteration 89Q (85114.120000 sec): 3 clusters
  Score: Raw -1908348.930432 + Penalty 3255.189491 = -1905093.740941
  nChanged 3
		SP:Iteration 90Q (85114.450000 sec): 3 clusters
  Score: Raw -1908349.628855 + Penalty 3255.189491 = -1905094.439364
  nChanged 2
		SP:Iteration 91Q (85114.720000 sec): 3 clusters
  Score: Raw -1908350.483954 + Penalty 3255.189491 = -1905095.294463
  nChanged 3
		SP:Iteration 92Q (85115.000000 sec): 3 clusters
  Score: Raw -1908351.722170 + Penalty 3255.189491 = -1905096.532679
  nChanged 3
		SP:Iteration 93Q (85115.320000 sec): 3 clusters
  Score: Raw -1908352.814633 + Penalty 3255.189491 = -1905097.625143
  nChanged 1
		SP:Iteration 94Q (85115.620000 sec): 3 clusters
  Score: Raw -1908353.539077 + Penalty 3255.189491 = -1905098.349586
  nChanged 1
		SP:Iteration 95Q (85115.920000 sec): 3 clusters
  Score: Raw -1908354.178995 + Penalty 3255.189491 = -1905098.989504
  nChanged 0
		SP:Iteration 96F (85116.200000 sec): 3 clusters
  Score: Raw -1908354.178995 + Penalty 3255.189491 = -1905098.989504
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 35 (9699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85116.330000 sec): 2 clusters
  Score: Raw -842720.948638 + Penalty 1491.713936 = -841229.234702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85116.540000 sec): 3 clusters
  Score: Raw -837230.493546 + Penalty 2983.427872 = -834247.065675
  nChanged 4266
		SP:Iteration 1F (85116.790000 sec): 3 clusters
  Score: Raw -839474.225153 + Penalty 2983.427872 = -836490.797281
  nChanged 549
		SP:Iteration 2F (85116.990000 sec): 3 clusters
  Score: Raw -839694.940252 + Penalty 2983.427872 = -836711.512380
  nChanged 438
		SP:Iteration 3Q (85117.240000 sec): 3 clusters
  Score: Raw -839868.170066 + Penalty 2983.427872 = -836884.742195
  nChanged 402
		SP:Iteration 4Q (85117.500000 sec): 3 clusters
  Score: Raw -840034.827624 + Penalty 2983.427872 = -837051.399752
  nChanged 404
		SP:Iteration 5Q (85117.780000 sec): 3 clusters
  Score: Raw -840210.696253 + Penalty 2983.427872 = -837227.268381
  nChanged 405
		SP:Iteration 6Q (85117.980000 sec): 3 clusters
  Score: Raw -840398.648863 + Penalty 2983.427872 = -837415.220991
  nChanged 428
		SP:Iteration 7Q (85118.220000 sec): 3 clusters
  Score: Raw -840608.674369 + Penalty 2983.427872 = -837625.246498
  nChanged 416
		SP:Iteration 8Q (85118.420000 sec): 3 clusters
  Score: Raw -840801.362656 + Penalty 2983.427872 = -837817.934784
  nChanged 370
		SP:Iteration 9Q (85118.680000 sec): 3 clusters
  Score: Raw -840970.382278 + Penalty 2983.427872 = -837986.954406
  nChanged 339
		SP:Iteration 10Q (85118.910000 sec): 3 clusters
  Score: Raw -841127.446450 + Penalty 2983.427872 = -838144.018579
  nChanged 323
		SP:Iteration 11Q (85119.110000 sec): 3 clusters
  Score: Raw -841277.646712 + Penalty 2983.427872 = -838294.218840
  nChanged 295
		SP:Iteration 12Q (85119.400000 sec): 3 clusters
  Score: Raw -841421.167691 + Penalty 2983.427872 = -838437.739820
  nChanged 280
		SP:Iteration 13Q (85119.710000 sec): 3 clusters
  Score: Raw -841544.052692 + Penalty 2983.427872 = -838560.624820
  nChanged 230
		SP:Iteration 14Q (85119.960000 sec): 3 clusters
  Score: Raw -841642.098594 + Penalty 2983.427872 = -838658.670723
  nChanged 217
		SP:Iteration 15Q (85120.190000 sec): 3 clusters
  Score: Raw -841742.100636 + Penalty 2983.427872 = -838758.672764
  nChanged 212
		SP:Iteration 16Q (85120.400000 sec): 3 clusters
  Score: Raw -841834.037748 + Penalty 2983.427872 = -838850.609876
  nChanged 169
		SP:Iteration 17Q (85120.720000 sec): 3 clusters
  Score: Raw -841918.458976 + Penalty 2983.427872 = -838935.031104
  nChanged 174
		SP:Iteration 18Q (85120.950000 sec): 3 clusters
  Score: Raw -842010.750950 + Penalty 2983.427872 = -839027.323078
  nChanged 168
		SP:Iteration 19Q (85121.130000 sec): 3 clusters
  Score: Raw -842103.261808 + Penalty 2983.427872 = -839119.833936
  nChanged 149
		SP:Iteration 20F (85121.330000 sec): 3 clusters
  Score: Raw -842198.742661 + Penalty 2983.427872 = -839215.314789
  nChanged 163
		SP:Iteration 21Q (85121.600000 sec): 3 clusters
  Score: Raw -842309.708065 + Penalty 2983.427872 = -839326.280194
  nChanged 144
		SP:Iteration 22Q (85121.830000 sec): 3 clusters
  Score: Raw -842407.734207 + Penalty 2983.427872 = -839424.306335
  nChanged 114
		SP:Iteration 23Q (85122.020000 sec): 3 clusters
  Score: Raw -842469.130063 + Penalty 2983.427872 = -839485.702191
  nChanged 107
		SP:Iteration 24Q (85122.230000 sec): 3 clusters
  Score: Raw -842520.597650 + Penalty 2983.427872 = -839537.169779
  nChanged 75
		SP:Iteration 25Q (85122.530000 sec): 3 clusters
  Score: Raw -842552.313077 + Penalty 2983.427872 = -839568.885205
  nChanged 59
		SP:Iteration 26Q (85122.740000 sec): 3 clusters
  Score: Raw -842575.571571 + Penalty 2983.427872 = -839592.143699
  nChanged 50
		SP:Iteration 27Q (85122.930000 sec): 3 clusters
  Score: Raw -842592.056455 + Penalty 2983.427872 = -839608.628583
  nChanged 46
		SP:Iteration 28Q (85123.130000 sec): 3 clusters
  Score: Raw -842612.293626 + Penalty 2983.427872 = -839628.865754
  nChanged 53
		SP:Iteration 29Q (85123.370000 sec): 3 clusters
  Score: Raw -842636.893558 + Penalty 2983.427872 = -839653.465687
  nChanged 39
		SP:Iteration 30Q (85123.600000 sec): 3 clusters
  Score: Raw -842654.928929 + Penalty 2983.427872 = -839671.501057
  nChanged 40
		SP:Iteration 31Q (85123.800000 sec): 3 clusters
  Score: Raw -842675.799934 + Penalty 2983.427872 = -839692.372062
  nChanged 40
		SP:Iteration 32Q (85124.000000 sec): 3 clusters
  Score: Raw -842693.421956 + Penalty 2983.427872 = -839709.994084
  nChanged 26
		SP:Iteration 33Q (85124.190000 sec): 3 clusters
  Score: Raw -842707.889971 + Penalty 2983.427872 = -839724.462100
  nChanged 36
		SP:Iteration 34Q (85124.410000 sec): 3 clusters
  Score: Raw -842728.268011 + Penalty 2983.427872 = -839744.840140
  nChanged 44
		SP:Iteration 35Q (85124.690000 sec): 3 clusters
  Score: Raw -842751.952815 + Penalty 2983.427872 = -839768.524944
  nChanged 32
		SP:Iteration 36Q (85125.000000 sec): 3 clusters
  Score: Raw -842771.575716 + Penalty 2983.427872 = -839788.147844
  nChanged 31
		SP:Iteration 37Q (85125.190000 sec): 3 clusters
  Score: Raw -842787.312640 + Penalty 2983.427872 = -839803.884769
  nChanged 27
		SP:Iteration 38Q (85125.430000 sec): 3 clusters
  Score: Raw -842798.863782 + Penalty 2983.427872 = -839815.435910
  nChanged 23
		SP:Iteration 39Q (85125.630000 sec): 3 clusters
  Score: Raw -842811.685448 + Penalty 2983.427872 = -839828.257576
  nChanged 23
		SP:Iteration 40F (85125.890000 sec): 3 clusters
  Score: Raw -842826.929200 + Penalty 2983.427872 = -839843.501329
  nChanged 35
		SP:Iteration 41Q (85126.150000 sec): 3 clusters
  Score: Raw -842851.503770 + Penalty 2983.427872 = -839868.075898
  nChanged 28
		SP:Iteration 42Q (85126.380000 sec): 3 clusters
  Score: Raw -842868.063373 + Penalty 2983.427872 = -839884.635502
  nChanged 19
		SP:Iteration 43Q (85126.630000 sec): 3 clusters
  Score: Raw -842881.109700 + Penalty 2983.427872 = -839897.681829
  nChanged 20
		SP:Iteration 44Q (85126.770000 sec): 3 clusters
  Score: Raw -842892.768491 + Penalty 2983.427872 = -839909.340619
  nChanged 9
		SP:Iteration 45Q (85126.950000 sec): 3 clusters
  Score: Raw -842897.901014 + Penalty 2983.427872 = -839914.473142
  nChanged 5
		SP:Iteration 46Q (85127.130000 sec): 3 clusters
  Score: Raw -842900.443287 + Penalty 2983.427872 = -839917.015415
  nChanged 10
		SP:Iteration 47Q (85127.400000 sec): 3 clusters
  Score: Raw -842907.952535 + Penalty 2983.427872 = -839924.524663
  nChanged 13
		SP:Iteration 48Q (85127.630000 sec): 3 clusters
  Score: Raw -842920.782752 + Penalty 2983.427872 = -839937.354881
  nChanged 21
		SP:Iteration 49Q (85127.820000 sec): 3 clusters
  Score: Raw -842931.333037 + Penalty 2983.427872 = -839947.905166
  nChanged 15
		SP:Iteration 50Q (85128.040000 sec): 3 clusters
  Score: Raw -842939.130098 + Penalty 2983.427872 = -839955.702226
  nChanged 10
		SP:Iteration 51Q (85128.250000 sec): 3 clusters
  Score: Raw -842943.005854 + Penalty 2983.427872 = -839959.577982
  nChanged 4
		SP:Iteration 52Q (85128.540000 sec): 3 clusters
  Score: Raw -842944.581115 + Penalty 2983.427872 = -839961.153243
  nChanged 4
		SP:Iteration 53Q (85128.710000 sec): 3 clusters
  Score: Raw -842946.216049 + Penalty 2983.427872 = -839962.788177
  nChanged 2
		SP:Iteration 54Q (85128.920000 sec): 3 clusters
  Score: Raw -842947.112146 + Penalty 2983.427872 = -839963.684275
  nChanged 1
		SP:Iteration 55Q (85129.170000 sec): 3 clusters
  Score: Raw -842947.292860 + Penalty 2983.427872 = -839963.864988
  nChanged 0
		SP:Iteration 56F (85129.410000 sec): 3 clusters
  Score: Raw -842947.292860 + Penalty 2983.427872 = -839963.864988
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 36 (4135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85129.510000 sec): 2 clusters
  Score: Raw -332611.981531 + Penalty 1353.176924 = -331258.804608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85129.770000 sec): 3 clusters
  Score: Raw -330516.585918 + Penalty 2706.353847 = -327810.232071
  nChanged 1680
		SP:Iteration 1F (85129.910000 sec): 3 clusters
  Score: Raw -331532.820646 + Penalty 2706.353847 = -328826.466799
  nChanged 333
		SP:Iteration 2F (85130.090000 sec): 3 clusters
  Score: Raw -331750.707852 + Penalty 2706.353847 = -329044.354004
  nChanged 269
		SP:Iteration 3F (85130.310000 sec): 3 clusters
  Score: Raw -331940.703698 + Penalty 2706.353847 = -329234.349850
  nChanged 197
		SP:Iteration 4Q (85130.500000 sec): 3 clusters
  Score: Raw -332059.273627 + Penalty 2706.353847 = -329352.919779
  nChanged 167
		SP:Iteration 5Q (85130.720000 sec): 3 clusters
  Score: Raw -332141.561323 + Penalty 2706.353847 = -329435.207475
  nChanged 120
		SP:Iteration 6Q (85130.910000 sec): 3 clusters
  Score: Raw -332202.150883 + Penalty 2706.353847 = -329495.797035
  nChanged 109
		SP:Iteration 7Q (85131.150000 sec): 3 clusters
  Score: Raw -332257.822768 + Penalty 2706.353847 = -329551.468921
  nChanged 102
		SP:Iteration 8Q (85131.350000 sec): 3 clusters
  Score: Raw -332306.014572 + Penalty 2706.353847 = -329599.660725
  nChanged 89
		SP:Iteration 9Q (85131.530000 sec): 3 clusters
  Score: Raw -332354.273753 + Penalty 2706.353847 = -329647.919905
  nChanged 91
		SP:Iteration 10Q (85131.710000 sec): 3 clusters
  Score: Raw -332410.487828 + Penalty 2706.353847 = -329704.133981
  nChanged 89
		SP:Iteration 11Q (85131.910000 sec): 3 clusters
  Score: Raw -332458.082363 + Penalty 2706.353847 = -329751.728516
  nChanged 95
		SP:Iteration 12Q (85132.090000 sec): 3 clusters
  Score: Raw -332509.191870 + Penalty 2706.353847 = -329802.838023
  nChanged 75
		SP:Iteration 13Q (85132.280000 sec): 3 clusters
  Score: Raw -332547.775916 + Penalty 2706.353847 = -329841.422069
  nChanged 70
		SP:Iteration 14Q (85132.390000 sec): 3 clusters
  Score: Raw -332575.378193 + Penalty 2706.353847 = -329869.024345
  nChanged 65
		SP:Iteration 15Q (85132.590000 sec): 3 clusters
  Score: Raw -332602.561765 + Penalty 2706.353847 = -329896.207918
  nChanged 64
		SP:Iteration 16Q (85132.760000 sec): 3 clusters
  Score: Raw -332631.593832 + Penalty 2706.353847 = -329925.239985
  nChanged 63
		SP:Iteration 17Q (85132.940000 sec): 3 clusters
  Score: Raw -332665.207615 + Penalty 2706.353847 = -329958.853768
  nChanged 51
		SP:Iteration 18Q (85133.120000 sec): 3 clusters
  Score: Raw -332692.821583 + Penalty 2706.353847 = -329986.467735
  nChanged 41
		SP:Iteration 19Q (85133.390000 sec): 3 clusters
  Score: Raw -332712.230468 + Penalty 2706.353847 = -330005.876620
  nChanged 41
		SP:Iteration 20F (85133.550000 sec): 3 clusters
  Score: Raw -332727.467088 + Penalty 2706.353847 = -330021.113241
  nChanged 42
		SP:Iteration 21Q (85133.720000 sec): 3 clusters
  Score: Raw -332745.773625 + Penalty 2706.353847 = -330039.419777
  nChanged 37
		SP:Iteration 22Q (85133.920000 sec): 3 clusters
  Score: Raw -332758.532560 + Penalty 2706.353847 = -330052.178713
  nChanged 20
		SP:Iteration 23Q (85134.080000 sec): 3 clusters
  Score: Raw -332763.622927 + Penalty 2706.353847 = -330057.269080
  nChanged 15
		SP:Iteration 24Q (85134.310000 sec): 3 clusters
  Score: Raw -332769.776004 + Penalty 2706.353847 = -330063.422156
  nChanged 18
		SP:Iteration 25Q (85134.490000 sec): 3 clusters
  Score: Raw -332777.832107 + Penalty 2706.353847 = -330071.478260
  nChanged 16
		SP:Iteration 26Q (85134.690000 sec): 3 clusters
  Score: Raw -332784.133381 + Penalty 2706.353847 = -330077.779534
  nChanged 14
		SP:Iteration 27Q (85134.890000 sec): 3 clusters
  Score: Raw -332789.734677 + Penalty 2706.353847 = -330083.380830
  nChanged 17
		SP:Iteration 28Q (85135.130000 sec): 3 clusters
  Score: Raw -332794.595793 + Penalty 2706.353847 = -330088.241946
  nChanged 13
		SP:Iteration 29Q (85135.360000 sec): 3 clusters
  Score: Raw -332799.177750 + Penalty 2706.353847 = -330092.823903
  nChanged 14
		SP:Iteration 30Q (85135.550000 sec): 3 clusters
  Score: Raw -332803.974858 + Penalty 2706.353847 = -330097.621010
  nChanged 21
		SP:Iteration 31Q (85135.800000 sec): 3 clusters
  Score: Raw -332811.375083 + Penalty 2706.353847 = -330105.021235
  nChanged 19
		SP:Iteration 32Q (85136.000000 sec): 3 clusters
  Score: Raw -332818.439511 + Penalty 2706.353847 = -330112.085663
  nChanged 16
		SP:Iteration 33Q (85136.180000 sec): 3 clusters
  Score: Raw -332824.202778 + Penalty 2706.353847 = -330117.848931
  nChanged 11
		SP:Iteration 34Q (85136.400000 sec): 3 clusters
  Score: Raw -332827.401793 + Penalty 2706.353847 = -330121.047946
  nChanged 14
		SP:Iteration 35Q (85136.590000 sec): 3 clusters
  Score: Raw -332832.091600 + Penalty 2706.353847 = -330125.737753
  nChanged 13
		SP:Iteration 36Q (85136.770000 sec): 3 clusters
  Score: Raw -332835.163084 + Penalty 2706.353847 = -330128.809236
  nChanged 14
		SP:Iteration 37Q (85136.990000 sec): 3 clusters
  Score: Raw -332838.474292 + Penalty 2706.353847 = -330132.120444
  nChanged 16
		SP:Iteration 38Q (85137.230000 sec): 3 clusters
  Score: Raw -332845.739538 + Penalty 2706.353847 = -330139.385691
  nChanged 21
		SP:Iteration 39Q (85137.390000 sec): 3 clusters
  Score: Raw -332853.165969 + Penalty 2706.353847 = -330146.812121
  nChanged 22
		SP:Iteration 40F (85137.570000 sec): 3 clusters
  Score: Raw -332862.155817 + Penalty 2706.353847 = -330155.801969
  nChanged 24
		SP:Iteration 41Q (85137.740000 sec): 3 clusters
  Score: Raw -332869.980281 + Penalty 2706.353847 = -330163.626434
  nChanged 25
		SP:Iteration 42Q (85138.020000 sec): 3 clusters
  Score: Raw -332877.154703 + Penalty 2706.353847 = -330170.800855
  nChanged 15
		SP:Iteration 43Q (85138.240000 sec): 3 clusters
  Score: Raw -332880.844463 + Penalty 2706.353847 = -330174.490616
  nChanged 6
		SP:Iteration 44Q (85138.460000 sec): 3 clusters
  Score: Raw -332881.861749 + Penalty 2706.353847 = -330175.507902
  nChanged 4
		SP:Iteration 45Q (85138.710000 sec): 3 clusters
  Score: Raw -332883.071602 + Penalty 2706.353847 = -330176.717754
  nChanged 4
		SP:Iteration 46Q (85138.910000 sec): 3 clusters
  Score: Raw -332884.019362 + Penalty 2706.353847 = -330177.665514
  nChanged 1
		SP:Iteration 47Q (85139.070000 sec): 3 clusters
  Score: Raw -332884.188535 + Penalty 2706.353847 = -330177.834688
  nChanged 2
		SP:Iteration 48Q (85139.310000 sec): 3 clusters
  Score: Raw -332884.526392 + Penalty 2706.353847 = -330178.172544
  nChanged 2
		SP:Iteration 49Q (85139.520000 sec): 3 clusters
  Score: Raw -332885.162508 + Penalty 2706.353847 = -330178.808661
  nChanged 3
		SP:Iteration 50Q (85139.720000 sec): 3 clusters
  Score: Raw -332887.136548 + Penalty 2706.353847 = -330180.782701
  nChanged 4
		SP:Iteration 51Q (85139.990000 sec): 3 clusters
  Score: Raw -332888.149406 + Penalty 2706.353847 = -330181.795559
  nChanged 5
		SP:Iteration 52Q (85140.180000 sec): 3 clusters
  Score: Raw -332888.942778 + Penalty 2706.353847 = -330182.588930
  nChanged 2
		SP:Iteration 53Q (85140.400000 sec): 3 clusters
  Score: Raw -332889.619966 + Penalty 2706.353847 = -330183.266118
  nChanged 2
		SP:Iteration 54Q (85140.610000 sec): 3 clusters
  Score: Raw -332889.846981 + Penalty 2706.353847 = -330183.493134
  nChanged 3
		SP:Iteration 55Q (85140.850000 sec): 3 clusters
  Score: Raw -332890.557438 + Penalty 2706.353847 = -330184.203591
  nChanged 2
		SP:Iteration 56Q (85141.030000 sec): 3 clusters
  Score: Raw -332890.816814 + Penalty 2706.353847 = -330184.462966
  nChanged 3
		SP:Iteration 57Q (85141.220000 sec): 3 clusters
  Score: Raw -332891.569844 + Penalty 2706.353847 = -330185.215996
  nChanged 4
		SP:Iteration 58Q (85141.370000 sec): 3 clusters
  Score: Raw -332893.000571 + Penalty 2706.353847 = -330186.646723
  nChanged 6
		SP:Iteration 59Q (85141.550000 sec): 3 clusters
  Score: Raw -332894.505099 + Penalty 2706.353847 = -330188.151252
  nChanged 5
		SP:Iteration 60F (85141.760000 sec): 3 clusters
  Score: Raw -332895.601759 + Penalty 2706.353847 = -330189.247911
  nChanged 1
		SP:Iteration 61Q (85141.970000 sec): 3 clusters
  Score: Raw -332895.811187 + Penalty 2706.353847 = -330189.457340
  nChanged 1
		SP:Iteration 62Q (85142.120000 sec): 3 clusters
  Score: Raw -332895.991965 + Penalty 2706.353847 = -330189.638118
  nChanged 1
		SP:Iteration 63Q (85142.300000 sec): 3 clusters
  Score: Raw -332896.177329 + Penalty 2706.353847 = -330189.823481
  nChanged 1
		SP:Iteration 64Q (85142.470000 sec): 3 clusters
  Score: Raw -332896.275186 + Penalty 2706.353847 = -330189.921339
  nChanged 1
		SP:Iteration 65Q (85142.630000 sec): 3 clusters
  Score: Raw -332896.543315 + Penalty 2706.353847 = -330190.189468
  nChanged 1
		SP:Iteration 66Q (85142.850000 sec): 3 clusters
  Score: Raw -332896.698622 + Penalty 2706.353847 = -330190.344775
  nChanged 0
		SP:Iteration 67F (85143.050000 sec): 3 clusters
  Score: Raw -332896.698622 + Penalty 2706.353847 = -330190.344775
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 37 (157911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85144.090000 sec): 2 clusters
  Score: Raw -13551613.196090 + Penalty 1945.090365 = -13549668.105725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85145.030000 sec): 3 clusters
  Score: Raw -13447353.370024 + Penalty 3890.180730 = -13443463.189294
  nChanged 76225
		SP:Iteration 1F (85146.090000 sec): 3 clusters
  Score: Raw -13492380.884899 + Penalty 3890.180730 = -13488490.704169
  nChanged 4755
		SP:Iteration 2Q (85147.170000 sec): 3 clusters
  Score: Raw -13493492.412050 + Penalty 3890.180730 = -13489602.231320
  nChanged 5425
		SP:Iteration 3Q (85148.230000 sec): 3 clusters
  Score: Raw -13495044.840474 + Penalty 3890.180730 = -13491154.659744
  nChanged 6366
		SP:Iteration 4Q (85149.360000 sec): 3 clusters
  Score: Raw -13497388.655208 + Penalty 3890.180730 = -13493498.474478
  nChanged 7724
		SP:Iteration 5Q (85150.490000 sec): 3 clusters
  Score: Raw -13500916.868286 + Penalty 3890.180730 = -13497026.687555
  nChanged 9377
		SP:Iteration 6F (85151.600000 sec): 3 clusters
  Score: Raw -13506251.815689 + Penalty 3890.180730 = -13502361.634958
  nChanged 10619
		SP:Iteration 7F (85152.670000 sec): 3 clusters
  Score: Raw -13513514.854421 + Penalty 3890.180730 = -13509624.673690
  nChanged 10687
		SP:Iteration 8F (85153.740000 sec): 3 clusters
  Score: Raw -13521619.049566 + Penalty 3890.180730 = -13517728.868836
  nChanged 9350
		SP:Iteration 9F (85154.830000 sec): 3 clusters
  Score: Raw -13529150.213998 + Penalty 3890.180730 = -13525260.033267
  nChanged 7219
		SP:Iteration 10Q (85155.900000 sec): 3 clusters
  Score: Raw -13534772.105090 + Penalty 3890.180730 = -13530881.924360
  nChanged 5021
		SP:Iteration 11Q (85156.910000 sec): 3 clusters
  Score: Raw -13538214.570814 + Penalty 3890.180730 = -13534324.390083
  nChanged 3795
		SP:Iteration 12Q (85157.990000 sec): 3 clusters
  Score: Raw -13540585.721900 + Penalty 3890.180730 = -13536695.541170
  nChanged 3200
		SP:Iteration 13Q (85159.090000 sec): 3 clusters
  Score: Raw -13542461.356222 + Penalty 3890.180730 = -13538571.175492
  nChanged 2858
		SP:Iteration 14Q (85160.170000 sec): 3 clusters
  Score: Raw -13544061.781450 + Penalty 3890.180730 = -13540171.600720
  nChanged 2520
		SP:Iteration 15Q (85161.240000 sec): 3 clusters
  Score: Raw -13545458.131559 + Penalty 3890.180730 = -13541567.950829
  nChanged 2170
		SP:Iteration 16Q (85162.340000 sec): 3 clusters
  Score: Raw -13546618.600672 + Penalty 3890.180730 = -13542728.419942
  nChanged 1881
		SP:Iteration 17Q (85163.520000 sec): 3 clusters
  Score: Raw -13547628.321935 + Penalty 3890.180730 = -13543738.141204
  nChanged 1694
		SP:Iteration 18Q (85164.680000 sec): 3 clusters
  Score: Raw -13548535.746209 + Penalty 3890.180730 = -13544645.565479
  nChanged 1457
		SP:Iteration 19Q (85165.740000 sec): 3 clusters
  Score: Raw -13549316.305146 + Penalty 3890.180730 = -13545426.124415
  nChanged 1244
		SP:Iteration 20F (85166.840000 sec): 3 clusters
  Score: Raw -13549964.474510 + Penalty 3890.180730 = -13546074.293780
  nChanged 1039
		SP:Iteration 21Q (85167.970000 sec): 3 clusters
  Score: Raw -13550491.471627 + Penalty 3890.180730 = -13546601.290897
  nChanged 881
		SP:Iteration 22Q (85169.090000 sec): 3 clusters
  Score: Raw -13550933.124133 + Penalty 3890.180730 = -13547042.943403
  nChanged 690
		SP:Iteration 23Q (85170.220000 sec): 3 clusters
  Score: Raw -13551286.001725 + Penalty 3890.180730 = -13547395.820995
  nChanged 570
		SP:Iteration 24Q (85171.200000 sec): 3 clusters
  Score: Raw -13551591.624120 + Penalty 3890.180730 = -13547701.443390
  nChanged 486
		SP:Iteration 25Q (85172.250000 sec): 3 clusters
  Score: Raw -13551846.804091 + Penalty 3890.180730 = -13547956.623361
  nChanged 414
		SP:Iteration 26Q (85173.200000 sec): 3 clusters
  Score: Raw -13552062.458902 + Penalty 3890.180730 = -13548172.278172
  nChanged 343
		SP:Iteration 27Q (85174.170000 sec): 3 clusters
  Score: Raw -13552245.152559 + Penalty 3890.180730 = -13548354.971829
  nChanged 300
		SP:Iteration 28Q (85175.090000 sec): 3 clusters
  Score: Raw -13552391.797349 + Penalty 3890.180730 = -13548501.616619
  nChanged 242
		SP:Iteration 29Q (85175.980000 sec): 3 clusters
  Score: Raw -13552497.591723 + Penalty 3890.180730 = -13548607.410992
  nChanged 187
		SP:Iteration 30Q (85176.900000 sec): 3 clusters
  Score: Raw -13552577.365824 + Penalty 3890.180730 = -13548687.185094
  nChanged 146
		SP:Iteration 31Q (85177.770000 sec): 3 clusters
  Score: Raw -13552629.658190 + Penalty 3890.180730 = -13548739.477460
  nChanged 119
		SP:Iteration 32Q (85178.650000 sec): 3 clusters
  Score: Raw -13552671.994384 + Penalty 3890.180730 = -13548781.813654
  nChanged 100
		SP:Iteration 33Q (85179.620000 sec): 3 clusters
  Score: Raw -13552701.906030 + Penalty 3890.180730 = -13548811.725300
  nChanged 77
		SP:Iteration 34Q (85180.680000 sec): 3 clusters
  Score: Raw -13552722.418269 + Penalty 3890.180730 = -13548832.237539
  nChanged 62
		SP:Iteration 35Q (85181.540000 sec): 3 clusters
  Score: Raw -13552735.192888 + Penalty 3890.180730 = -13548845.012158
  nChanged 45
		SP:Iteration 36Q (85182.450000 sec): 3 clusters
  Score: Raw -13552745.079558 + Penalty 3890.180730 = -13548854.898828
  nChanged 36
		SP:Iteration 37Q (85183.370000 sec): 3 clusters
  Score: Raw -13552752.270866 + Penalty 3890.180730 = -13548862.090136
  nChanged 33
		SP:Iteration 38Q (85184.280000 sec): 3 clusters
  Score: Raw -13552759.977123 + Penalty 3890.180730 = -13548869.796392
  nChanged 26
		SP:Iteration 39Q (85185.440000 sec): 3 clusters
  Score: Raw -13552764.286403 + Penalty 3890.180730 = -13548874.105673
  nChanged 23
		SP:Iteration 40F (85186.510000 sec): 3 clusters
  Score: Raw -13552768.108134 + Penalty 3890.180730 = -13548877.927404
  nChanged 15
		SP:Iteration 41Q (85187.540000 sec): 3 clusters
  Score: Raw -13552771.266686 + Penalty 3890.180730 = -13548881.085956
  nChanged 22
		SP:Iteration 42Q (85188.390000 sec): 3 clusters
  Score: Raw -13552774.148253 + Penalty 3890.180730 = -13548883.967523
  nChanged 13
		SP:Iteration 43Q (85189.380000 sec): 3 clusters
  Score: Raw -13552776.040693 + Penalty 3890.180730 = -13548885.859963
  nChanged 17
		SP:Iteration 44Q (85190.330000 sec): 3 clusters
  Score: Raw -13552778.325107 + Penalty 3890.180730 = -13548888.144377
  nChanged 10
		SP:Iteration 45Q (85191.250000 sec): 3 clusters
  Score: Raw -13552779.547090 + Penalty 3890.180730 = -13548889.366359
  nChanged 7
		SP:Iteration 46Q (85192.230000 sec): 3 clusters
  Score: Raw -13552780.415564 + Penalty 3890.180730 = -13548890.234833
  nChanged 3
		SP:Iteration 47Q (85193.110000 sec): 3 clusters
  Score: Raw -13552780.847693 + Penalty 3890.180730 = -13548890.666963
  nChanged 3
		SP:Iteration 48Q (85194.020000 sec): 3 clusters
  Score: Raw -13552781.199291 + Penalty 3890.180730 = -13548891.018561
  nChanged 2
		SP:Iteration 49Q (85194.920000 sec): 3 clusters
  Score: Raw -13552781.439317 + Penalty 3890.180730 = -13548891.258587
  nChanged 2
		SP:Iteration 50Q (85195.940000 sec): 3 clusters
  Score: Raw -13552781.670299 + Penalty 3890.180730 = -13548891.489568
  nChanged 0
		SP:Iteration 51F (85196.930000 sec): 3 clusters
  Score: Raw -13552781.670299 + Penalty 3890.180730 = -13548891.489568
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 38 (10358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85197.180000 sec): 2 clusters
  Score: Raw -838619.704149 + Penalty 1502.396098 = -837117.308052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85197.420000 sec): 3 clusters
  Score: Raw -832659.971475 + Penalty 3004.792195 = -829655.179280
  nChanged 4483
		SP:Iteration 1F (85197.680000 sec): 3 clusters
  Score: Raw -835196.320038 + Penalty 3004.792195 = -832191.527843
  nChanged 680
		SP:Iteration 2F (85197.950000 sec): 3 clusters
  Score: Raw -835591.926982 + Penalty 3004.792195 = -832587.134787
  nChanged 648
		SP:Iteration 3F (85198.190000 sec): 3 clusters
  Score: Raw -835973.149790 + Penalty 3004.792195 = -832968.357595
  nChanged 621
		SP:Iteration 4F (85198.420000 sec): 3 clusters
  Score: Raw -836334.205546 + Penalty 3004.792195 = -833329.413350
  nChanged 558
		SP:Iteration 5F (85198.690000 sec): 3 clusters
  Score: Raw -836641.774997 + Penalty 3004.792195 = -833636.982801
  nChanged 486
		SP:Iteration 6Q (85198.920000 sec): 3 clusters
  Score: Raw -836880.288007 + Penalty 3004.792195 = -833875.495812
  nChanged 398
		SP:Iteration 7Q (85199.170000 sec): 3 clusters
  Score: Raw -837076.166005 + Penalty 3004.792195 = -834071.373810
  nChanged 362
		SP:Iteration 8Q (85199.430000 sec): 3 clusters
  Score: Raw -837256.649654 + Penalty 3004.792195 = -834251.857459
  nChanged 371
		SP:Iteration 9Q (85199.660000 sec): 3 clusters
  Score: Raw -837444.247918 + Penalty 3004.792195 = -834439.455723
  nChanged 320
		SP:Iteration 10Q (85199.890000 sec): 3 clusters
  Score: Raw -837583.602085 + Penalty 3004.792195 = -834578.809890
  nChanged 247
		SP:Iteration 11Q (85200.120000 sec): 3 clusters
  Score: Raw -837685.647129 + Penalty 3004.792195 = -834680.854933
  nChanged 221
		SP:Iteration 12Q (85200.400000 sec): 3 clusters
  Score: Raw -837763.914540 + Penalty 3004.792195 = -834759.122345
  nChanged 173
		SP:Iteration 13Q (85200.630000 sec): 3 clusters
  Score: Raw -837816.542107 + Penalty 3004.792195 = -834811.749912
  nChanged 141
		SP:Iteration 14Q (85200.900000 sec): 3 clusters
  Score: Raw -837859.988381 + Penalty 3004.792195 = -834855.196185
  nChanged 143
		SP:Iteration 15Q (85201.160000 sec): 3 clusters
  Score: Raw -837901.474491 + Penalty 3004.792195 = -834896.682296
  nChanged 121
		SP:Iteration 16Q (85201.370000 sec): 3 clusters
  Score: Raw -837935.432255 + Penalty 3004.792195 = -834930.640060
  nChanged 105
		SP:Iteration 17Q (85201.600000 sec): 3 clusters
  Score: Raw -837962.175783 + Penalty 3004.792195 = -834957.383588
  nChanged 96
		SP:Iteration 18Q (85201.840000 sec): 3 clusters
  Score: Raw -837986.856659 + Penalty 3004.792195 = -834982.064463
  nChanged 93
		SP:Iteration 19Q (85202.050000 sec): 3 clusters
  Score: Raw -838012.923268 + Penalty 3004.792195 = -835008.131073
  nChanged 101
		SP:Iteration 20F (85202.260000 sec): 3 clusters
  Score: Raw -838041.614402 + Penalty 3004.792195 = -835036.822207
  nChanged 111
		SP:Iteration 21Q (85202.480000 sec): 3 clusters
  Score: Raw -838073.845827 + Penalty 3004.792195 = -835069.053632
  nChanged 99
		SP:Iteration 22Q (85202.670000 sec): 3 clusters
  Score: Raw -838104.139758 + Penalty 3004.792195 = -835099.347563
  nChanged 111
		SP:Iteration 23Q (85202.910000 sec): 3 clusters
  Score: Raw -838136.485574 + Penalty 3004.792195 = -835131.693379
  nChanged 93
		SP:Iteration 24Q (85203.140000 sec): 3 clusters
  Score: Raw -838161.022152 + Penalty 3004.792195 = -835156.229956
  nChanged 80
		SP:Iteration 25Q (85203.310000 sec): 3 clusters
  Score: Raw -838180.772432 + Penalty 3004.792195 = -835175.980237
  nChanged 82
		SP:Iteration 26Q (85203.610000 sec): 3 clusters
  Score: Raw -838201.643812 + Penalty 3004.792195 = -835196.851617
  nChanged 84
		SP:Iteration 27Q (85203.780000 sec): 3 clusters
  Score: Raw -838227.840642 + Penalty 3004.792195 = -835223.048447
  nChanged 75
		SP:Iteration 28Q (85204.030000 sec): 3 clusters
  Score: Raw -838247.018083 + Penalty 3004.792195 = -835242.225888
  nChanged 82
		SP:Iteration 29Q (85204.190000 sec): 3 clusters
  Score: Raw -838276.983655 + Penalty 3004.792195 = -835272.191460
  nChanged 91
		SP:Iteration 30Q (85204.450000 sec): 3 clusters
  Score: Raw -838311.587565 + Penalty 3004.792195 = -835306.795370
  nChanged 101
		SP:Iteration 31Q (85204.680000 sec): 3 clusters
  Score: Raw -838349.244724 + Penalty 3004.792195 = -835344.452529
  nChanged 95
		SP:Iteration 32Q (85204.890000 sec): 3 clusters
  Score: Raw -838380.125474 + Penalty 3004.792195 = -835375.333278
  nChanged 82
		SP:Iteration 33Q (85205.140000 sec): 3 clusters
  Score: Raw -838411.114534 + Penalty 3004.792195 = -835406.322339
  nChanged 85
		SP:Iteration 34Q (85205.350000 sec): 3 clusters
  Score: Raw -838443.231822 + Penalty 3004.792195 = -835438.439626
  nChanged 77
		SP:Iteration 35Q (85205.600000 sec): 3 clusters
  Score: Raw -838474.721390 + Penalty 3004.792195 = -835469.929194
  nChanged 97
		SP:Iteration 36Q (85205.830000 sec): 3 clusters
  Score: Raw -838509.951826 + Penalty 3004.792195 = -835505.159631
  nChanged 86
		SP:Iteration 37Q (85206.090000 sec): 3 clusters
  Score: Raw -838536.066848 + Penalty 3004.792195 = -835531.274653
  nChanged 68
		SP:Iteration 38Q (85206.350000 sec): 3 clusters
  Score: Raw -838558.770605 + Penalty 3004.792195 = -835553.978410
  nChanged 68
		SP:Iteration 39Q (85206.570000 sec): 3 clusters
  Score: Raw -838578.131936 + Penalty 3004.792195 = -835573.339741
  nChanged 48
		SP:Iteration 40F (85206.860000 sec): 3 clusters
  Score: Raw -838591.185499 + Penalty 3004.792195 = -835586.393304
  nChanged 57
		SP:Iteration 41Q (85207.070000 sec): 3 clusters
  Score: Raw -838608.619335 + Penalty 3004.792195 = -835603.827140
  nChanged 46
		SP:Iteration 42Q (85207.300000 sec): 3 clusters
  Score: Raw -838623.183761 + Penalty 3004.792195 = -835618.391565
  nChanged 45
		SP:Iteration 43Q (85207.540000 sec): 3 clusters
  Score: Raw -838636.812027 + Penalty 3004.792195 = -835632.019832
  nChanged 39
		SP:Iteration 44Q (85207.770000 sec): 3 clusters
  Score: Raw -838653.455357 + Penalty 3004.792195 = -835648.663162
  nChanged 50
		SP:Iteration 45Q (85208.020000 sec): 3 clusters
  Score: Raw -838674.131636 + Penalty 3004.792195 = -835669.339441
  nChanged 54
		SP:Iteration 46Q (85208.300000 sec): 3 clusters
  Score: Raw -838695.082691 + Penalty 3004.792195 = -835690.290496
  nChanged 51
		SP:Iteration 47Q (85208.630000 sec): 3 clusters
  Score: Raw -838712.686107 + Penalty 3004.792195 = -835707.893912
  nChanged 40
		SP:Iteration 48Q (85208.860000 sec): 3 clusters
  Score: Raw -838725.395034 + Penalty 3004.792195 = -835720.602838
  nChanged 29
		SP:Iteration 49Q (85209.090000 sec): 3 clusters
  Score: Raw -838735.052809 + Penalty 3004.792195 = -835730.260614
  nChanged 21
		SP:Iteration 50Q (85209.260000 sec): 3 clusters
  Score: Raw -838742.239235 + Penalty 3004.792195 = -835737.447040
  nChanged 18
		SP:Iteration 51Q (85209.500000 sec): 3 clusters
  Score: Raw -838748.451044 + Penalty 3004.792195 = -835743.658849
  nChanged 15
		SP:Iteration 52Q (85209.690000 sec): 3 clusters
  Score: Raw -838753.979042 + Penalty 3004.792195 = -835749.186846
  nChanged 13
		SP:Iteration 53Q (85209.940000 sec): 3 clusters
  Score: Raw -838757.503121 + Penalty 3004.792195 = -835752.710926
  nChanged 16
		SP:Iteration 54Q (85210.160000 sec): 3 clusters
  Score: Raw -838762.652792 + Penalty 3004.792195 = -835757.860597
  nChanged 15
		SP:Iteration 55Q (85210.410000 sec): 3 clusters
  Score: Raw -838767.046821 + Penalty 3004.792195 = -835762.254626
  nChanged 14
		SP:Iteration 56Q (85210.650000 sec): 3 clusters
  Score: Raw -838769.937553 + Penalty 3004.792195 = -835765.145357
  nChanged 5
		SP:Iteration 57Q (85210.820000 sec): 3 clusters
  Score: Raw -838771.047888 + Penalty 3004.792195 = -835766.255693
  nChanged 3
		SP:Iteration 58Q (85211.010000 sec): 3 clusters
  Score: Raw -838771.664007 + Penalty 3004.792195 = -835766.871812
  nChanged 7
		SP:Iteration 59Q (85211.240000 sec): 3 clusters
  Score: Raw -838773.995855 + Penalty 3004.792195 = -835769.203660
  nChanged 7
		SP:Iteration 60F (85211.420000 sec): 3 clusters
  Score: Raw -838775.873208 + Penalty 3004.792195 = -835771.081013
  nChanged 5
		SP:Iteration 61Q (85211.630000 sec): 3 clusters
  Score: Raw -838777.527677 + Penalty 3004.792195 = -835772.735481
  nChanged 8
		SP:Iteration 62Q (85211.860000 sec): 3 clusters
  Score: Raw -838781.014941 + Penalty 3004.792195 = -835776.222746
  nChanged 10
		SP:Iteration 63Q (85212.040000 sec): 3 clusters
  Score: Raw -838785.249346 + Penalty 3004.792195 = -835780.457151
  nChanged 13
		SP:Iteration 64Q (85212.270000 sec): 3 clusters
  Score: Raw -838789.904748 + Penalty 3004.792195 = -835785.112553
  nChanged 10
		SP:Iteration 65Q (85212.570000 sec): 3 clusters
  Score: Raw -838792.989569 + Penalty 3004.792195 = -835788.197374
  nChanged 10
		SP:Iteration 66Q (85212.780000 sec): 3 clusters
  Score: Raw -838795.675408 + Penalty 3004.792195 = -835790.883213
  nChanged 8
		SP:Iteration 67Q (85213.040000 sec): 3 clusters
  Score: Raw -838798.510341 + Penalty 3004.792195 = -835793.718146
  nChanged 7
		SP:Iteration 68Q (85213.270000 sec): 3 clusters
  Score: Raw -838801.797746 + Penalty 3004.792195 = -835797.005551
  nChanged 13
		SP:Iteration 69Q (85213.590000 sec): 3 clusters
  Score: Raw -838806.528540 + Penalty 3004.792195 = -835801.736345
  nChanged 11
		SP:Iteration 70Q (85213.860000 sec): 3 clusters
  Score: Raw -838810.368834 + Penalty 3004.792195 = -835805.576639
  nChanged 13
		SP:Iteration 71Q (85214.050000 sec): 3 clusters
  Score: Raw -838815.380426 + Penalty 3004.792195 = -835810.588231
  nChanged 10
		SP:Iteration 72Q (85214.250000 sec): 3 clusters
  Score: Raw -838818.162893 + Penalty 3004.792195 = -835813.370698
  nChanged 8
		SP:Iteration 73Q (85214.500000 sec): 3 clusters
  Score: Raw -838822.106452 + Penalty 3004.792195 = -835817.314256
  nChanged 11
		SP:Iteration 74Q (85214.700000 sec): 3 clusters
  Score: Raw -838826.518440 + Penalty 3004.792195 = -835821.726245
  nChanged 7
		SP:Iteration 75Q (85214.950000 sec): 3 clusters
  Score: Raw -838830.502759 + Penalty 3004.792195 = -835825.710564
  nChanged 6
		SP:Iteration 76Q (85215.190000 sec): 3 clusters
  Score: Raw -838832.167527 + Penalty 3004.792195 = -835827.375332
  nChanged 7
		SP:Iteration 77Q (85215.440000 sec): 3 clusters
  Score: Raw -838833.908713 + Penalty 3004.792195 = -835829.116517
  nChanged 6
		SP:Iteration 78Q (85215.660000 sec): 3 clusters
  Score: Raw -838835.857864 + Penalty 3004.792195 = -835831.065669
  nChanged 6
		SP:Iteration 79Q (85215.920000 sec): 3 clusters
  Score: Raw -838837.676201 + Penalty 3004.792195 = -835832.884005
  nChanged 6
		SP:Iteration 80F (85216.160000 sec): 3 clusters
  Score: Raw -838839.955807 + Penalty 3004.792195 = -835835.163612
  nChanged 7
		SP:Iteration 81Q (85216.420000 sec): 3 clusters
  Score: Raw -838842.760224 + Penalty 3004.792195 = -835837.968029
  nChanged 8
		SP:Iteration 82Q (85216.640000 sec): 3 clusters
  Score: Raw -838845.062620 + Penalty 3004.792195 = -835840.270425
  nChanged 10
		SP:Iteration 83Q (85216.850000 sec): 3 clusters
  Score: Raw -838848.594455 + Penalty 3004.792195 = -835843.802260
  nChanged 12
		SP:Iteration 84Q (85217.090000 sec): 3 clusters
  Score: Raw -838852.412365 + Penalty 3004.792195 = -835847.620170
  nChanged 10
		SP:Iteration 85Q (85217.320000 sec): 3 clusters
  Score: Raw -838855.579396 + Penalty 3004.792195 = -835850.787201
  nChanged 8
		SP:Iteration 86Q (85217.530000 sec): 3 clusters
  Score: Raw -838857.664461 + Penalty 3004.792195 = -835852.872265
  nChanged 7
		SP:Iteration 87Q (85217.750000 sec): 3 clusters
  Score: Raw -838861.976168 + Penalty 3004.792195 = -835857.183973
  nChanged 6
		SP:Iteration 88Q (85217.960000 sec): 3 clusters
  Score: Raw -838864.883142 + Penalty 3004.792195 = -835860.090947
  nChanged 6
		SP:Iteration 89Q (85218.170000 sec): 3 clusters
  Score: Raw -838867.335804 + Penalty 3004.792195 = -835862.543609
  nChanged 6
		SP:Iteration 90Q (85218.390000 sec): 3 clusters
  Score: Raw -838869.560883 + Penalty 3004.792195 = -835864.768688
  nChanged 6
		SP:Iteration 91Q (85218.650000 sec): 3 clusters
  Score: Raw -838871.146818 + Penalty 3004.792195 = -835866.354623
  nChanged 5
		SP:Iteration 92Q (85218.870000 sec): 3 clusters
  Score: Raw -838872.318027 + Penalty 3004.792195 = -835867.525832
  nChanged 3
		SP:Iteration 93Q (85219.140000 sec): 3 clusters
  Score: Raw -838873.384387 + Penalty 3004.792195 = -835868.592192
  nChanged 7
		SP:Iteration 94Q (85219.410000 sec): 3 clusters
  Score: Raw -838875.438664 + Penalty 3004.792195 = -835870.646469
  nChanged 8
		SP:Iteration 95Q (85219.710000 sec): 3 clusters
  Score: Raw -838877.897318 + Penalty 3004.792195 = -835873.105123
  nChanged 5
		SP:Iteration 96Q (85219.920000 sec): 3 clusters
  Score: Raw -838878.912669 + Penalty 3004.792195 = -835874.120473
  nChanged 4
		SP:Iteration 97Q (85220.110000 sec): 3 clusters
  Score: Raw -838879.756274 + Penalty 3004.792195 = -835874.964079
  nChanged 2
		SP:Iteration 98Q (85220.310000 sec): 3 clusters
  Score: Raw -838879.981787 + Penalty 3004.792195 = -835875.189592
  nChanged 0
		SP:Iteration 99F (85220.520000 sec): 3 clusters
  Score: Raw -838879.981787 + Penalty 3004.792195 = -835875.189592
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 39 (3445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85220.650000 sec): 2 clusters
  Score: Raw -296984.952205 + Penalty 1323.510367 = -295661.441838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85220.830000 sec): 3 clusters
  Score: Raw -295282.995666 + Penalty 2647.020735 = -292635.974931
  nChanged 1342
		SP:Iteration 1F (85221.010000 sec): 3 clusters
  Score: Raw -295988.129126 + Penalty 2647.020735 = -293341.108391
  nChanged 256
		SP:Iteration 2F (85221.210000 sec): 3 clusters
  Score: Raw -296138.902188 + Penalty 2647.020735 = -293491.881454
  nChanged 197
		SP:Iteration 3F (85221.400000 sec): 3 clusters
  Score: Raw -296243.385153 + Penalty 2647.020735 = -293596.364418
  nChanged 135
		SP:Iteration 4Q (85221.540000 sec): 3 clusters
  Score: Raw -296317.316108 + Penalty 2647.020735 = -293670.295373
  nChanged 117
		SP:Iteration 5Q (85221.720000 sec): 3 clusters
  Score: Raw -296382.546675 + Penalty 2647.020735 = -293735.525940
  nChanged 109
		SP:Iteration 6Q (85221.870000 sec): 3 clusters
  Score: Raw -296435.092213 + Penalty 2647.020735 = -293788.071479
  nChanged 101
		SP:Iteration 7Q (85222.050000 sec): 3 clusters
  Score: Raw -296490.258073 + Penalty 2647.020735 = -293843.237339
  nChanged 90
		SP:Iteration 8Q (85222.210000 sec): 3 clusters
  Score: Raw -296536.922283 + Penalty 2647.020735 = -293889.901548
  nChanged 75
		SP:Iteration 9Q (85222.430000 sec): 3 clusters
  Score: Raw -296575.689597 + Penalty 2647.020735 = -293928.668863
  nChanged 81
		SP:Iteration 10Q (85222.560000 sec): 3 clusters
  Score: Raw -296612.660932 + Penalty 2647.020735 = -293965.640198
  nChanged 64
		SP:Iteration 11Q (85222.780000 sec): 3 clusters
  Score: Raw -296641.822070 + Penalty 2647.020735 = -293994.801336
  nChanged 60
		SP:Iteration 12Q (85222.930000 sec): 3 clusters
  Score: Raw -296662.593040 + Penalty 2647.020735 = -294015.572306
  nChanged 44
		SP:Iteration 13Q (85223.130000 sec): 3 clusters
  Score: Raw -296678.788146 + Penalty 2647.020735 = -294031.767411
  nChanged 41
		SP:Iteration 14Q (85223.330000 sec): 3 clusters
  Score: Raw -296697.732048 + Penalty 2647.020735 = -294050.711314
  nChanged 41
		SP:Iteration 15Q (85223.490000 sec): 3 clusters
  Score: Raw -296713.470378 + Penalty 2647.020735 = -294066.449644
  nChanged 33
		SP:Iteration 16Q (85223.670000 sec): 3 clusters
  Score: Raw -296726.207614 + Penalty 2647.020735 = -294079.186879
  nChanged 33
		SP:Iteration 17Q (85223.850000 sec): 3 clusters
  Score: Raw -296739.012717 + Penalty 2647.020735 = -294091.991982
  nChanged 29
		SP:Iteration 18Q (85224.020000 sec): 3 clusters
  Score: Raw -296751.623980 + Penalty 2647.020735 = -294104.603245
  nChanged 20
		SP:Iteration 19Q (85224.230000 sec): 3 clusters
  Score: Raw -296758.060855 + Penalty 2647.020735 = -294111.040120
  nChanged 14
		SP:Iteration 20F (85224.370000 sec): 3 clusters
  Score: Raw -296763.276114 + Penalty 2647.020735 = -294116.255379
  nChanged 16
		SP:Iteration 21Q (85224.540000 sec): 3 clusters
  Score: Raw -296768.850085 + Penalty 2647.020735 = -294121.829350
  nChanged 13
		SP:Iteration 22Q (85224.740000 sec): 3 clusters
  Score: Raw -296773.779361 + Penalty 2647.020735 = -294126.758626
  nChanged 18
		SP:Iteration 23Q (85224.870000 sec): 3 clusters
  Score: Raw -296779.073220 + Penalty 2647.020735 = -294132.052486
  nChanged 14
		SP:Iteration 24Q (85225.040000 sec): 3 clusters
  Score: Raw -296783.416538 + Penalty 2647.020735 = -294136.395803
  nChanged 18
		SP:Iteration 25Q (85225.200000 sec): 3 clusters
  Score: Raw -296788.880446 + Penalty 2647.020735 = -294141.859711
  nChanged 15
		SP:Iteration 26Q (85225.370000 sec): 3 clusters
  Score: Raw -296795.542899 + Penalty 2647.020735 = -294148.522165
  nChanged 14
		SP:Iteration 27Q (85225.610000 sec): 3 clusters
  Score: Raw -296800.510479 + Penalty 2647.020735 = -294153.489745
  nChanged 18
		SP:Iteration 28Q (85225.750000 sec): 3 clusters
  Score: Raw -296807.880866 + Penalty 2647.020735 = -294160.860132
  nChanged 21
		SP:Iteration 29Q (85225.920000 sec): 3 clusters
  Score: Raw -296817.590777 + Penalty 2647.020735 = -294170.570043
  nChanged 26
		SP:Iteration 30Q (85226.110000 sec): 3 clusters
  Score: Raw -296827.117228 + Penalty 2647.020735 = -294180.096494
  nChanged 23
		SP:Iteration 31Q (85226.270000 sec): 3 clusters
  Score: Raw -296835.111081 + Penalty 2647.020735 = -294188.090346
  nChanged 18
		SP:Iteration 32Q (85226.440000 sec): 3 clusters
  Score: Raw -296840.594124 + Penalty 2647.020735 = -294193.573389
  nChanged 12
		SP:Iteration 33Q (85226.610000 sec): 3 clusters
  Score: Raw -296844.707671 + Penalty 2647.020735 = -294197.686936
  nChanged 11
		SP:Iteration 34Q (85226.790000 sec): 3 clusters
  Score: Raw -296848.213217 + Penalty 2647.020735 = -294201.192482
  nChanged 9
		SP:Iteration 35Q (85226.950000 sec): 3 clusters
  Score: Raw -296852.124076 + Penalty 2647.020735 = -294205.103341
  nChanged 13
		SP:Iteration 36Q (85227.120000 sec): 3 clusters
  Score: Raw -296856.691767 + Penalty 2647.020735 = -294209.671032
  nChanged 16
		SP:Iteration 37Q (85227.260000 sec): 3 clusters
  Score: Raw -296861.956618 + Penalty 2647.020735 = -294214.935884
  nChanged 17
		SP:Iteration 38Q (85227.430000 sec): 3 clusters
  Score: Raw -296867.793222 + Penalty 2647.020735 = -294220.772487
  nChanged 15
		SP:Iteration 39Q (85227.590000 sec): 3 clusters
  Score: Raw -296873.365040 + Penalty 2647.020735 = -294226.344306
  nChanged 19
		SP:Iteration 40F (85227.760000 sec): 3 clusters
  Score: Raw -296879.658840 + Penalty 2647.020735 = -294232.638105
  nChanged 18
		SP:Iteration 41Q (85227.940000 sec): 3 clusters
  Score: Raw -296884.844480 + Penalty 2647.020735 = -294237.823746
  nChanged 12
		SP:Iteration 42Q (85228.120000 sec): 3 clusters
  Score: Raw -296888.250922 + Penalty 2647.020735 = -294241.230187
  nChanged 12
		SP:Iteration 43Q (85228.290000 sec): 3 clusters
  Score: Raw -296893.165086 + Penalty 2647.020735 = -294246.144351
  nChanged 14
		SP:Iteration 44Q (85228.450000 sec): 3 clusters
  Score: Raw -296899.004508 + Penalty 2647.020735 = -294251.983774
  nChanged 12
		SP:Iteration 45Q (85228.650000 sec): 3 clusters
  Score: Raw -296904.096920 + Penalty 2647.020735 = -294257.076185
  nChanged 12
		SP:Iteration 46Q (85228.830000 sec): 3 clusters
  Score: Raw -296908.663394 + Penalty 2647.020735 = -294261.642660
  nChanged 14
		SP:Iteration 47Q (85229.050000 sec): 3 clusters
  Score: Raw -296914.615852 + Penalty 2647.020735 = -294267.595118
  nChanged 16
		SP:Iteration 48Q (85229.200000 sec): 3 clusters
  Score: Raw -296920.022246 + Penalty 2647.020735 = -294273.001511
  nChanged 18
		SP:Iteration 49Q (85229.360000 sec): 3 clusters
  Score: Raw -296928.618996 + Penalty 2647.020735 = -294281.598261
  nChanged 22
		SP:Iteration 50Q (85229.500000 sec): 3 clusters
  Score: Raw -296937.055462 + Penalty 2647.020735 = -294290.034727
  nChanged 14
		SP:Iteration 51Q (85229.680000 sec): 3 clusters
  Score: Raw -296942.078853 + Penalty 2647.020735 = -294295.058119
  nChanged 15
		SP:Iteration 52Q (85229.820000 sec): 3 clusters
  Score: Raw -296948.340046 + Penalty 2647.020735 = -294301.319312
  nChanged 10
		SP:Iteration 53Q (85229.980000 sec): 3 clusters
  Score: Raw -296952.747190 + Penalty 2647.020735 = -294305.726455
  nChanged 12
		SP:Iteration 54Q (85230.150000 sec): 3 clusters
  Score: Raw -296956.976877 + Penalty 2647.020735 = -294309.956142
  nChanged 14
		SP:Iteration 55Q (85230.280000 sec): 3 clusters
  Score: Raw -296962.976405 + Penalty 2647.020735 = -294315.955670
  nChanged 14
		SP:Iteration 56Q (85230.490000 sec): 3 clusters
  Score: Raw -296969.191669 + Penalty 2647.020735 = -294322.170935
  nChanged 15
		SP:Iteration 57Q (85230.660000 sec): 3 clusters
  Score: Raw -296977.264647 + Penalty 2647.020735 = -294330.243912
  nChanged 24
		SP:Iteration 58Q (85230.830000 sec): 3 clusters
  Score: Raw -296986.793436 + Penalty 2647.020735 = -294339.772702
  nChanged 23
		SP:Iteration 59Q (85231.100000 sec): 3 clusters
  Score: Raw -296995.472032 + Penalty 2647.020735 = -294348.451298
  nChanged 18
		SP:Iteration 60F (85231.260000 sec): 3 clusters
  Score: Raw -297002.919082 + Penalty 2647.020735 = -294355.898348
  nChanged 11
		SP:Iteration 61Q (85231.410000 sec): 3 clusters
  Score: Raw -297006.431978 + Penalty 2647.020735 = -294359.411243
  nChanged 10
		SP:Iteration 62Q (85231.580000 sec): 3 clusters
  Score: Raw -297009.755467 + Penalty 2647.020735 = -294362.734732
  nChanged 9
		SP:Iteration 63Q (85231.750000 sec): 3 clusters
  Score: Raw -297012.312364 + Penalty 2647.020735 = -294365.291629
  nChanged 10
		SP:Iteration 64Q (85231.930000 sec): 3 clusters
  Score: Raw -297016.190393 + Penalty 2647.020735 = -294369.169658
  nChanged 7
		SP:Iteration 65Q (85232.110000 sec): 3 clusters
  Score: Raw -297018.106519 + Penalty 2647.020735 = -294371.085784
  nChanged 5
		SP:Iteration 66Q (85232.290000 sec): 3 clusters
  Score: Raw -297019.817355 + Penalty 2647.020735 = -294372.796620
  nChanged 7
		SP:Iteration 67Q (85232.470000 sec): 3 clusters
  Score: Raw -297021.323987 + Penalty 2647.020735 = -294374.303252
  nChanged 3
		SP:Iteration 68Q (85232.650000 sec): 3 clusters
  Score: Raw -297022.183699 + Penalty 2647.020735 = -294375.162965
  nChanged 2
		SP:Iteration 69Q (85232.800000 sec): 3 clusters
  Score: Raw -297022.669382 + Penalty 2647.020735 = -294375.648648
  nChanged 4
		SP:Iteration 70Q (85232.970000 sec): 3 clusters
  Score: Raw -297024.032444 + Penalty 2647.020735 = -294377.011709
  nChanged 4
		SP:Iteration 71Q (85233.100000 sec): 3 clusters
  Score: Raw -297024.943489 + Penalty 2647.020735 = -294377.922755
  nChanged 1
		SP:Iteration 72Q (85233.230000 sec): 3 clusters
  Score: Raw -297025.131999 + Penalty 2647.020735 = -294378.111265
  nChanged 0
		SP:Iteration 73F (85233.370000 sec): 3 clusters
  Score: Raw -297025.131999 + Penalty 2647.020735 = -294378.111265
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 40 (6816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85233.500000 sec): 2 clusters
  Score: Raw -568531.180391 + Penalty 1434.392061 = -567096.788330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85233.730000 sec): 3 clusters
  Score: Raw -564815.490952 + Penalty 2868.784122 = -561946.706830
  nChanged 2834
		SP:Iteration 1F (85233.890000 sec): 3 clusters
  Score: Raw -566320.768117 + Penalty 2868.784122 = -563451.983994
  nChanged 451
		SP:Iteration 2F (85234.100000 sec): 3 clusters
  Score: Raw -566522.315811 + Penalty 2868.784122 = -563653.531689
  nChanged 335
		SP:Iteration 3Q (85234.300000 sec): 3 clusters
  Score: Raw -566659.805944 + Penalty 2868.784122 = -563791.021822
  nChanged 298
		SP:Iteration 4Q (85234.500000 sec): 3 clusters
  Score: Raw -566801.061344 + Penalty 2868.784122 = -563932.277222
  nChanged 294
		SP:Iteration 5Q (85234.700000 sec): 3 clusters
  Score: Raw -566969.556359 + Penalty 2868.784122 = -564100.772237
  nChanged 310
		SP:Iteration 6Q (85234.910000 sec): 3 clusters
  Score: Raw -567143.819095 + Penalty 2868.784122 = -564275.034973
  nChanged 289
		SP:Iteration 7Q (85235.100000 sec): 3 clusters
  Score: Raw -567323.020276 + Penalty 2868.784122 = -564454.236154
  nChanged 280
		SP:Iteration 8Q (85235.350000 sec): 3 clusters
  Score: Raw -567469.545729 + Penalty 2868.784122 = -564600.761607
  nChanged 227
		SP:Iteration 9Q (85235.580000 sec): 3 clusters
  Score: Raw -567584.117668 + Penalty 2868.784122 = -564715.333546
  nChanged 208
		SP:Iteration 10Q (85235.740000 sec): 3 clusters
  Score: Raw -567685.540390 + Penalty 2868.784122 = -564816.756268
  nChanged 196
		SP:Iteration 11Q (85235.970000 sec): 3 clusters
  Score: Raw -567775.298648 + Penalty 2868.784122 = -564906.514526
  nChanged 174
		SP:Iteration 12Q (85236.180000 sec): 3 clusters
  Score: Raw -567861.792552 + Penalty 2868.784122 = -564993.008430
  nChanged 159
		SP:Iteration 13Q (85236.430000 sec): 3 clusters
  Score: Raw -567949.423855 + Penalty 2868.784122 = -565080.639733
  nChanged 144
		SP:Iteration 14Q (85236.680000 sec): 3 clusters
  Score: Raw -568009.577992 + Penalty 2868.784122 = -565140.793869
  nChanged 107
		SP:Iteration 15Q (85236.900000 sec): 3 clusters
  Score: Raw -568053.846819 + Penalty 2868.784122 = -565185.062697
  nChanged 100
		SP:Iteration 16Q (85237.080000 sec): 3 clusters
  Score: Raw -568099.221160 + Penalty 2868.784122 = -565230.437037
  nChanged 105
		SP:Iteration 17Q (85237.310000 sec): 3 clusters
  Score: Raw -568147.506196 + Penalty 2868.784122 = -565278.722074
  nChanged 86
		SP:Iteration 18Q (85237.540000 sec): 3 clusters
  Score: Raw -568195.397239 + Penalty 2868.784122 = -565326.613117
  nChanged 90
		SP:Iteration 19Q (85237.810000 sec): 3 clusters
  Score: Raw -568241.439804 + Penalty 2868.784122 = -565372.655682
  nChanged 86
		SP:Iteration 20F (85238.010000 sec): 3 clusters
  Score: Raw -568285.574649 + Penalty 2868.784122 = -565416.790526
  nChanged 76
		SP:Iteration 21Q (85238.240000 sec): 3 clusters
  Score: Raw -568323.196856 + Penalty 2868.784122 = -565454.412733
  nChanged 74
		SP:Iteration 22Q (85238.390000 sec): 3 clusters
  Score: Raw -568359.539954 + Penalty 2868.784122 = -565490.755832
  nChanged 74
		SP:Iteration 23Q (85238.600000 sec): 3 clusters
  Score: Raw -568417.838177 + Penalty 2868.784122 = -565549.054055
  nChanged 76
		SP:Iteration 24Q (85238.820000 sec): 3 clusters
  Score: Raw -568473.423363 + Penalty 2868.784122 = -565604.639240
  nChanged 82
		SP:Iteration 25Q (85239.070000 sec): 3 clusters
  Score: Raw -568526.446176 + Penalty 2868.784122 = -565657.662054
  nChanged 70
		SP:Iteration 26Q (85239.340000 sec): 3 clusters
  Score: Raw -568573.566552 + Penalty 2868.784122 = -565704.782430
  nChanged 77
		SP:Iteration 27Q (85239.500000 sec): 3 clusters
  Score: Raw -568615.943022 + Penalty 2868.784122 = -565747.158899
  nChanged 65
		SP:Iteration 28Q (85239.680000 sec): 3 clusters
  Score: Raw -568649.915523 + Penalty 2868.784122 = -565781.131400
  nChanged 44
		SP:Iteration 29Q (85239.840000 sec): 3 clusters
  Score: Raw -568673.936834 + Penalty 2868.784122 = -565805.152712
  nChanged 46
		SP:Iteration 30Q (85240.060000 sec): 3 clusters
  Score: Raw -568693.656070 + Penalty 2868.784122 = -565824.871948
  nChanged 32
		SP:Iteration 31Q (85240.320000 sec): 3 clusters
  Score: Raw -568711.627347 + Penalty 2868.784122 = -565842.843225
  nChanged 29
		SP:Iteration 32Q (85240.530000 sec): 3 clusters
  Score: Raw -568724.828006 + Penalty 2868.784122 = -565856.043884
  nChanged 20
		SP:Iteration 33Q (85240.750000 sec): 3 clusters
  Score: Raw -568736.134023 + Penalty 2868.784122 = -565867.349901
  nChanged 24
		SP:Iteration 34Q (85240.950000 sec): 3 clusters
  Score: Raw -568745.548687 + Penalty 2868.784122 = -565876.764565
  nChanged 21
		SP:Iteration 35Q (85241.090000 sec): 3 clusters
  Score: Raw -568754.538046 + Penalty 2868.784122 = -565885.753924
  nChanged 20
		SP:Iteration 36Q (85241.280000 sec): 3 clusters
  Score: Raw -568765.027922 + Penalty 2868.784122 = -565896.243800
  nChanged 19
		SP:Iteration 37Q (85241.500000 sec): 3 clusters
  Score: Raw -568773.625913 + Penalty 2868.784122 = -565904.841791
  nChanged 16
		SP:Iteration 38Q (85241.680000 sec): 3 clusters
  Score: Raw -568785.857770 + Penalty 2868.784122 = -565917.073647
  nChanged 26
		SP:Iteration 39Q (85241.920000 sec): 3 clusters
  Score: Raw -568805.581497 + Penalty 2868.784122 = -565936.797375
  nChanged 17
		SP:Iteration 40F (85242.130000 sec): 3 clusters
  Score: Raw -568816.055014 + Penalty 2868.784122 = -565947.270891
  nChanged 22
		SP:Iteration 41Q (85242.320000 sec): 3 clusters
  Score: Raw -568826.730268 + Penalty 2868.784122 = -565957.946145
  nChanged 14
		SP:Iteration 42Q (85242.480000 sec): 3 clusters
  Score: Raw -568833.286817 + Penalty 2868.784122 = -565964.502695
  nChanged 12
		SP:Iteration 43Q (85242.640000 sec): 3 clusters
  Score: Raw -568837.181438 + Penalty 2868.784122 = -565968.397316
  nChanged 5
		SP:Iteration 44Q (85242.810000 sec): 3 clusters
  Score: Raw -568840.521087 + Penalty 2868.784122 = -565971.736965
  nChanged 7
		SP:Iteration 45Q (85242.980000 sec): 3 clusters
  Score: Raw -568841.953779 + Penalty 2868.784122 = -565973.169656
  nChanged 2
		SP:Iteration 46Q (85243.150000 sec): 3 clusters
  Score: Raw -568842.259653 + Penalty 2868.784122 = -565973.475531
  nChanged 3
		SP:Iteration 47Q (85243.320000 sec): 3 clusters
  Score: Raw -568843.567190 + Penalty 2868.784122 = -565974.783068
  nChanged 3
		SP:Iteration 48Q (85243.480000 sec): 3 clusters
  Score: Raw -568844.061399 + Penalty 2868.784122 = -565975.277277
  nChanged 1
		SP:Iteration 49Q (85243.660000 sec): 3 clusters
  Score: Raw -568844.502794 + Penalty 2868.784122 = -565975.718672
  nChanged 1
		SP:Iteration 50Q (85243.820000 sec): 3 clusters
  Score: Raw -568844.673439 + Penalty 2868.784122 = -565975.889317
  nChanged 0
		SP:Iteration 51F (85243.990000 sec): 3 clusters
  Score: Raw -568844.673439 + Penalty 2868.784122 = -565975.889317
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 41 (9468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85244.120000 sec): 2 clusters
  Score: Raw -757366.272906 + Penalty 1487.796858 = -755878.476048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85244.290000 sec): 3 clusters
  Score: Raw -752081.691594 + Penalty 2975.593715 = -749106.097878
  nChanged 3950
		SP:Iteration 1F (85244.450000 sec): 3 clusters
  Score: Raw -754255.349681 + Penalty 2975.593715 = -751279.755965
  nChanged 619
		SP:Iteration 2F (85244.620000 sec): 3 clusters
  Score: Raw -754565.629540 + Penalty 2975.593715 = -751590.035824
  nChanged 524
		SP:Iteration 3F (85244.790000 sec): 3 clusters
  Score: Raw -754790.767252 + Penalty 2975.593715 = -751815.173536
  nChanged 415
		SP:Iteration 4Q (85244.960000 sec): 3 clusters
  Score: Raw -754952.301047 + Penalty 2975.593715 = -751976.707332
  nChanged 352
		SP:Iteration 5Q (85245.170000 sec): 3 clusters
  Score: Raw -755075.679766 + Penalty 2975.593715 = -752100.086050
  nChanged 263
		SP:Iteration 6Q (85245.340000 sec): 3 clusters
  Score: Raw -755167.771562 + Penalty 2975.593715 = -752192.177847
  nChanged 252
		SP:Iteration 7Q (85245.520000 sec): 3 clusters
  Score: Raw -755252.027814 + Penalty 2975.593715 = -752276.434099
  nChanged 261
		SP:Iteration 8Q (85245.710000 sec): 3 clusters
  Score: Raw -755358.092415 + Penalty 2975.593715 = -752382.498699
  nChanged 270
		SP:Iteration 9Q (85245.930000 sec): 3 clusters
  Score: Raw -755476.695642 + Penalty 2975.593715 = -752501.101926
  nChanged 276
		SP:Iteration 10Q (85246.130000 sec): 3 clusters
  Score: Raw -755595.163805 + Penalty 2975.593715 = -752619.570090
  nChanged 292
		SP:Iteration 11Q (85246.330000 sec): 3 clusters
  Score: Raw -755723.512527 + Penalty 2975.593715 = -752747.918811
  nChanged 286
		SP:Iteration 12Q (85246.580000 sec): 3 clusters
  Score: Raw -755858.898194 + Penalty 2975.593715 = -752883.304479
  nChanged 299
		SP:Iteration 13Q (85246.730000 sec): 3 clusters
  Score: Raw -756012.571858 + Penalty 2975.593715 = -753036.978142
  nChanged 301
		SP:Iteration 14Q (85246.920000 sec): 3 clusters
  Score: Raw -756137.082966 + Penalty 2975.593715 = -753161.489251
  nChanged 256
		SP:Iteration 15Q (85247.080000 sec): 3 clusters
  Score: Raw -756255.417808 + Penalty 2975.593715 = -753279.824092
  nChanged 267
		SP:Iteration 16Q (85247.230000 sec): 3 clusters
  Score: Raw -756386.141018 + Penalty 2975.593715 = -753410.547303
  nChanged 236
		SP:Iteration 17Q (85247.390000 sec): 3 clusters
  Score: Raw -756505.843898 + Penalty 2975.593715 = -753530.250183
  nChanged 226
		SP:Iteration 18Q (85247.550000 sec): 3 clusters
  Score: Raw -756626.775752 + Penalty 2975.593715 = -753651.182036
  nChanged 211
		SP:Iteration 19Q (85247.710000 sec): 3 clusters
  Score: Raw -756726.292801 + Penalty 2975.593715 = -753750.699086
  nChanged 177
		SP:Iteration 20F (85247.870000 sec): 3 clusters
  Score: Raw -756807.247942 + Penalty 2975.593715 = -753831.654227
  nChanged 165
		SP:Iteration 21Q (85248.030000 sec): 3 clusters
  Score: Raw -756882.219075 + Penalty 2975.593715 = -753906.625360
  nChanged 142
		SP:Iteration 22Q (85248.190000 sec): 3 clusters
  Score: Raw -756949.036131 + Penalty 2975.593715 = -753973.442415
  nChanged 130
		SP:Iteration 23Q (85248.350000 sec): 3 clusters
  Score: Raw -757011.892595 + Penalty 2975.593715 = -754036.298879
  nChanged 130
		SP:Iteration 24Q (85248.510000 sec): 3 clusters
  Score: Raw -757075.021234 + Penalty 2975.593715 = -754099.427519
  nChanged 131
		SP:Iteration 25Q (85248.690000 sec): 3 clusters
  Score: Raw -757151.028905 + Penalty 2975.593715 = -754175.435189
  nChanged 138
		SP:Iteration 26Q (85248.860000 sec): 3 clusters
  Score: Raw -757236.740343 + Penalty 2975.593715 = -754261.146627
  nChanged 128
		SP:Iteration 27Q (85249.070000 sec): 3 clusters
  Score: Raw -757319.222455 + Penalty 2975.593715 = -754343.628739
  nChanged 118
		SP:Iteration 28Q (85249.210000 sec): 3 clusters
  Score: Raw -757390.062409 + Penalty 2975.593715 = -754414.468693
  nChanged 123
		SP:Iteration 29Q (85249.410000 sec): 3 clusters
  Score: Raw -757456.433385 + Penalty 2975.593715 = -754480.839669
  nChanged 103
		SP:Iteration 30Q (85249.590000 sec): 3 clusters
  Score: Raw -757500.387315 + Penalty 2975.593715 = -754524.793600
  nChanged 82
		SP:Iteration 31Q (85249.760000 sec): 3 clusters
  Score: Raw -757528.921990 + Penalty 2975.593715 = -754553.328274
  nChanged 66
		SP:Iteration 32Q (85249.940000 sec): 3 clusters
  Score: Raw -757547.559283 + Penalty 2975.593715 = -754571.965567
  nChanged 42
		SP:Iteration 33Q (85250.120000 sec): 3 clusters
  Score: Raw -757559.171817 + Penalty 2975.593715 = -754583.578101
  nChanged 49
		SP:Iteration 34Q (85250.290000 sec): 3 clusters
  Score: Raw -757574.744821 + Penalty 2975.593715 = -754599.151106
  nChanged 45
		SP:Iteration 35Q (85250.500000 sec): 3 clusters
  Score: Raw -757585.879421 + Penalty 2975.593715 = -754610.285705
  nChanged 33
		SP:Iteration 36Q (85250.650000 sec): 3 clusters
  Score: Raw -757592.844861 + Penalty 2975.593715 = -754617.251146
  nChanged 30
		SP:Iteration 37Q (85250.860000 sec): 3 clusters
  Score: Raw -757599.859386 + Penalty 2975.593715 = -754624.265671
  nChanged 23
		SP:Iteration 38Q (85251.060000 sec): 3 clusters
  Score: Raw -757604.269666 + Penalty 2975.593715 = -754628.675950
  nChanged 22
		SP:Iteration 39Q (85251.190000 sec): 3 clusters
  Score: Raw -757608.821011 + Penalty 2975.593715 = -754633.227295
  nChanged 16
		SP:Iteration 40F (85251.440000 sec): 3 clusters
  Score: Raw -757611.620325 + Penalty 2975.593715 = -754636.026610
  nChanged 12
		SP:Iteration 41Q (85251.630000 sec): 3 clusters
  Score: Raw -757613.940615 + Penalty 2975.593715 = -754638.346899
  nChanged 8
		SP:Iteration 42Q (85251.810000 sec): 3 clusters
  Score: Raw -757615.455958 + Penalty 2975.593715 = -754639.862243
  nChanged 12
		SP:Iteration 43Q (85251.970000 sec): 3 clusters
  Score: Raw -757617.604337 + Penalty 2975.593715 = -754642.010621
  nChanged 11
		SP:Iteration 44Q (85252.140000 sec): 3 clusters
  Score: Raw -757619.482061 + Penalty 2975.593715 = -754643.888346
  nChanged 10
		SP:Iteration 45Q (85252.340000 sec): 3 clusters
  Score: Raw -757621.257650 + Penalty 2975.593715 = -754645.663935
  nChanged 8
		SP:Iteration 46Q (85252.550000 sec): 3 clusters
  Score: Raw -757622.453942 + Penalty 2975.593715 = -754646.860226
  nChanged 3
		SP:Iteration 47Q (85252.760000 sec): 3 clusters
  Score: Raw -757623.196120 + Penalty 2975.593715 = -754647.602405
  nChanged 7
		SP:Iteration 48Q (85252.990000 sec): 3 clusters
  Score: Raw -757624.081176 + Penalty 2975.593715 = -754648.487461
  nChanged 6
		SP:Iteration 49Q (85253.150000 sec): 3 clusters
  Score: Raw -757624.928027 + Penalty 2975.593715 = -754649.334311
  nChanged 3
		SP:Iteration 50Q (85253.310000 sec): 3 clusters
  Score: Raw -757625.343069 + Penalty 2975.593715 = -754649.749354
  nChanged 2
		SP:Iteration 51Q (85253.500000 sec): 3 clusters
  Score: Raw -757626.215378 + Penalty 2975.593715 = -754650.621662
  nChanged 4
		SP:Iteration 52Q (85253.710000 sec): 3 clusters
  Score: Raw -757626.923767 + Penalty 2975.593715 = -754651.330052
  nChanged 7
		SP:Iteration 53Q (85253.900000 sec): 3 clusters
  Score: Raw -757627.737820 + Penalty 2975.593715 = -754652.144104
  nChanged 5
		SP:Iteration 54Q (85254.100000 sec): 3 clusters
  Score: Raw -757628.693456 + Penalty 2975.593715 = -754653.099740
  nChanged 3
		SP:Iteration 55Q (85254.250000 sec): 3 clusters
  Score: Raw -757629.193588 + Penalty 2975.593715 = -754653.599873
  nChanged 2
		SP:Iteration 56Q (85254.480000 sec): 3 clusters
  Score: Raw -757629.499511 + Penalty 2975.593715 = -754653.905795
  nChanged 2
		SP:Iteration 57Q (85254.650000 sec): 3 clusters
  Score: Raw -757629.742346 + Penalty 2975.593715 = -754654.148631
  nChanged 3
		SP:Iteration 58Q (85254.860000 sec): 3 clusters
  Score: Raw -757630.150366 + Penalty 2975.593715 = -754654.556650
  nChanged 2
		SP:Iteration 59Q (85255.010000 sec): 3 clusters
  Score: Raw -757630.310196 + Penalty 2975.593715 = -754654.716481
  nChanged 1
		SP:Iteration 60F (85255.260000 sec): 3 clusters
  Score: Raw -757630.497961 + Penalty 2975.593715 = -754654.904245
  nChanged 1
		SP:Iteration 61Q (85255.470000 sec): 3 clusters
  Score: Raw -757630.589037 + Penalty 2975.593715 = -754654.995321
  nChanged 0
		SP:Iteration 62F (85255.630000 sec): 3 clusters
  Score: Raw -757630.589037 + Penalty 2975.593715 = -754654.995321
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 42 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85255.760000 sec): 2 clusters
  Score: Raw -43339.896402 + Penalty 1002.561744 = -42337.334658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85255.920000 sec): 3 clusters
  Score: Raw -43267.626813 + Penalty 2005.123488 = -41262.503324
  nChanged 95
		SP:Iteration 1F (85256.050000 sec): 3 clusters
  Score: Raw -43412.866369 + Penalty 2005.123488 = -41407.742881
  nChanged 28
		SP:Iteration 2F (85256.200000 sec): 3 clusters
  Score: Raw -43459.445558 + Penalty 2005.123488 = -41454.322070
  nChanged 14
		SP:Iteration 3Q (85256.350000 sec): 3 clusters
  Score: Raw -43479.106370 + Penalty 2005.123488 = -41473.982882
  nChanged 4
		SP:Iteration 4Q (85256.530000 sec): 3 clusters
  Score: Raw -43485.405206 + Penalty 2005.123488 = -41480.281718
  nChanged 3
		SP:Iteration 5Q (85256.670000 sec): 3 clusters
  Score: Raw -43490.937565 + Penalty 2005.123488 = -41485.814077
  nChanged 1
		SP:Iteration 6Q (85256.800000 sec): 3 clusters
  Score: Raw -43492.214621 + Penalty 2005.123488 = -41487.091133
  nChanged 1
		SP:Iteration 7Q (85256.960000 sec): 3 clusters
  Score: Raw -43493.805538 + Penalty 2005.123488 = -41488.682050
  nChanged 0
		SP:Iteration 8F (85257.040000 sec): 3 clusters
  Score: Raw -43493.805538 + Penalty 2005.123488 = -41488.682050
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 43 (9643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85257.160000 sec): 2 clusters
  Score: Raw -783471.723071 + Penalty 1490.772976 = -781980.950096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85257.330000 sec): 3 clusters
  Score: Raw -777995.163208 + Penalty 2981.545951 = -775013.617257
  nChanged 4137
		SP:Iteration 1F (85257.530000 sec): 3 clusters
  Score: Raw -780106.191667 + Penalty 2981.545951 = -777124.645716
  nChanged 556
		SP:Iteration 2F (85257.780000 sec): 3 clusters
  Score: Raw -780333.638649 + Penalty 2981.545951 = -777352.092698
  nChanged 527
		SP:Iteration 3F (85257.940000 sec): 3 clusters
  Score: Raw -780566.155545 + Penalty 2981.545951 = -777584.609594
  nChanged 479
		SP:Iteration 4Q (85258.110000 sec): 3 clusters
  Score: Raw -780782.951629 + Penalty 2981.545951 = -777801.405678
  nChanged 484
		SP:Iteration 5F (85258.350000 sec): 3 clusters
  Score: Raw -781036.763897 + Penalty 2981.545951 = -778055.217946
  nChanged 544
		SP:Iteration 6F (85258.540000 sec): 3 clusters
  Score: Raw -781390.457353 + Penalty 2981.545951 = -778408.911401
  nChanged 635
		SP:Iteration 7F (85258.750000 sec): 3 clusters
  Score: Raw -781884.572677 + Penalty 2981.545951 = -778903.026726
  nChanged 653
		SP:Iteration 8F (85258.970000 sec): 3 clusters
  Score: Raw -782487.440914 + Penalty 2981.545951 = -779505.894963
  nChanged 579
		SP:Iteration 9F (85259.130000 sec): 3 clusters
  Score: Raw -783051.727082 + Penalty 2981.545951 = -780070.181131
  nChanged 423
		SP:Iteration 10Q (85259.320000 sec): 3 clusters
  Score: Raw -783464.837521 + Penalty 2981.545951 = -780483.291570
  nChanged 290
		SP:Iteration 11Q (85259.520000 sec): 3 clusters
  Score: Raw -783757.695719 + Penalty 2981.545951 = -780776.149768
  nChanged 174
		SP:Iteration 12Q (85259.720000 sec): 3 clusters
  Score: Raw -783932.031606 + Penalty 2981.545951 = -780950.485655
  nChanged 91
		SP:Iteration 13Q (85259.940000 sec): 3 clusters
  Score: Raw -784004.222368 + Penalty 2981.545951 = -781022.676417
  nChanged 41
		SP:Iteration 14Q (85260.110000 sec): 3 clusters
  Score: Raw -784037.644690 + Penalty 2981.545951 = -781056.098738
  nChanged 28
		SP:Iteration 15Q (85260.330000 sec): 3 clusters
  Score: Raw -784055.623372 + Penalty 2981.545951 = -781074.077421
  nChanged 14
		SP:Iteration 16Q (85260.490000 sec): 3 clusters
  Score: Raw -784066.743477 + Penalty 2981.545951 = -781085.197526
  nChanged 6
		SP:Iteration 17Q (85260.700000 sec): 3 clusters
  Score: Raw -784070.307559 + Penalty 2981.545951 = -781088.761607
  nChanged 2
		SP:Iteration 18Q (85260.900000 sec): 3 clusters
  Score: Raw -784072.099959 + Penalty 2981.545951 = -781090.554007
  nChanged 1
		SP:Iteration 19Q (85261.130000 sec): 3 clusters
  Score: Raw -784072.683094 + Penalty 2981.545951 = -781091.137142
  nChanged 1
		SP:Iteration 20F (85261.280000 sec): 3 clusters
  Score: Raw -784073.162028 + Penalty 2981.545951 = -781091.616077
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 44 (3348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85261.400000 sec): 2 clusters
  Score: Raw -278476.393667 + Penalty 1318.869245 = -277157.524422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85261.520000 sec): 3 clusters
  Score: Raw -276868.501095 + Penalty 2637.738490 = -274230.762605
  nChanged 1292
		SP:Iteration 1F (85261.680000 sec): 3 clusters
  Score: Raw -277661.599719 + Penalty 2637.738490 = -275023.861229
  nChanged 296
		SP:Iteration 2F (85261.860000 sec): 3 clusters
  Score: Raw -278008.081247 + Penalty 2637.738490 = -275370.342757
  nChanged 245
		SP:Iteration 3F (85262.020000 sec): 3 clusters
  Score: Raw -278265.359924 + Penalty 2637.738490 = -275627.621433
  nChanged 217
		SP:Iteration 4F (85262.200000 sec): 3 clusters
  Score: Raw -278499.652077 + Penalty 2637.738490 = -275861.913587
  nChanged 218
		SP:Iteration 5F (85262.360000 sec): 3 clusters
  Score: Raw -278692.461584 + Penalty 2637.738490 = -276054.723094
  nChanged 204
		SP:Iteration 6F (85262.520000 sec): 3 clusters
  Score: Raw -278867.457644 + Penalty 2637.738490 = -276229.719153
  nChanged 166
		SP:Iteration 7Q (85262.640000 sec): 3 clusters
  Score: Raw -279002.461192 + Penalty 2637.738490 = -276364.722702
  nChanged 114
		SP:Iteration 8Q (85262.820000 sec): 3 clusters
  Score: Raw -279093.935080 + Penalty 2637.738490 = -276456.196590
  nChanged 90
		SP:Iteration 9Q (85263.010000 sec): 3 clusters
  Score: Raw -279171.360799 + Penalty 2637.738490 = -276533.622308
  nChanged 66
		SP:Iteration 10Q (85263.160000 sec): 3 clusters
  Score: Raw -279221.370958 + Penalty 2637.738490 = -276583.632468
  nChanged 53
		SP:Iteration 11Q (85263.340000 sec): 3 clusters
  Score: Raw -279266.134991 + Penalty 2637.738490 = -276628.396500
  nChanged 40
		SP:Iteration 12Q (85263.520000 sec): 3 clusters
  Score: Raw -279293.984901 + Penalty 2637.738490 = -276656.246411
  nChanged 25
		SP:Iteration 13Q (85263.680000 sec): 3 clusters
  Score: Raw -279322.604409 + Penalty 2637.738490 = -276684.865919
  nChanged 21
		SP:Iteration 14Q (85263.800000 sec): 3 clusters
  Score: Raw -279348.645984 + Penalty 2637.738490 = -276710.907494
  nChanged 21
		SP:Iteration 15Q (85263.980000 sec): 3 clusters
  Score: Raw -279364.816740 + Penalty 2637.738490 = -276727.078250
  nChanged 18
		SP:Iteration 16Q (85264.140000 sec): 3 clusters
  Score: Raw -279386.251055 + Penalty 2637.738490 = -276748.512565
  nChanged 25
		SP:Iteration 17Q (85264.320000 sec): 3 clusters
  Score: Raw -279414.742260 + Penalty 2637.738490 = -276777.003770
  nChanged 24
		SP:Iteration 18Q (85264.540000 sec): 3 clusters
  Score: Raw -279437.536253 + Penalty 2637.738490 = -276799.797763
  nChanged 21
		SP:Iteration 19Q (85264.670000 sec): 3 clusters
  Score: Raw -279464.798753 + Penalty 2637.738490 = -276827.060262
  nChanged 20
		SP:Iteration 20F (85264.860000 sec): 3 clusters
  Score: Raw -279491.207036 + Penalty 2637.738490 = -276853.468546
  nChanged 25
		SP:Iteration 21Q (85265.000000 sec): 3 clusters
  Score: Raw -279526.256319 + Penalty 2637.738490 = -276888.517829
  nChanged 24
		SP:Iteration 22Q (85265.120000 sec): 3 clusters
  Score: Raw -279563.796692 + Penalty 2637.738490 = -276926.058201
  nChanged 27
		SP:Iteration 23Q (85265.240000 sec): 3 clusters
  Score: Raw -279598.603939 + Penalty 2637.738490 = -276960.865449
  nChanged 19
		SP:Iteration 24Q (85265.430000 sec): 3 clusters
  Score: Raw -279624.798477 + Penalty 2637.738490 = -276987.059986
  nChanged 15
		SP:Iteration 25Q (85265.530000 sec): 3 clusters
  Score: Raw -279642.388213 + Penalty 2637.738490 = -277004.649723
  nChanged 15
		SP:Iteration 26Q (85265.690000 sec): 3 clusters
  Score: Raw -279651.951832 + Penalty 2637.738490 = -277014.213341
  nChanged 10
		SP:Iteration 27Q (85265.880000 sec): 3 clusters
  Score: Raw -279657.921522 + Penalty 2637.738490 = -277020.183032
  nChanged 4
		SP:Iteration 28Q (85266.090000 sec): 3 clusters
  Score: Raw -279659.970232 + Penalty 2637.738490 = -277022.231742
  nChanged 1
		SP:Iteration 29Q (85266.190000 sec): 3 clusters
  Score: Raw -279660.446522 + Penalty 2637.738490 = -277022.708032
  nChanged 2
		SP:Iteration 30Q (85266.380000 sec): 3 clusters
  Score: Raw -279661.398805 + Penalty 2637.738490 = -277023.660315
  nChanged 2
		SP:Iteration 31Q (85266.560000 sec): 3 clusters
  Score: Raw -279662.598459 + Penalty 2637.738490 = -277024.859969
  nChanged 2
		SP:Iteration 32Q (85266.740000 sec): 3 clusters
  Score: Raw -279663.547863 + Penalty 2637.738490 = -277025.809373
  nChanged 1
		SP:Iteration 33Q (85266.870000 sec): 3 clusters
  Score: Raw -279663.881160 + Penalty 2637.738490 = -277026.142670
  nChanged 2
		SP:Iteration 34Q (85267.030000 sec): 3 clusters
  Score: Raw -279664.703488 + Penalty 2637.738490 = -277026.964998
  nChanged 6
		SP:Iteration 35Q (85267.200000 sec): 3 clusters
  Score: Raw -279666.495242 + Penalty 2637.738490 = -277028.756752
  nChanged 2
		SP:Iteration 36Q (85267.390000 sec): 3 clusters
  Score: Raw -279667.380034 + Penalty 2637.738490 = -277029.641544
  nChanged 0
		SP:Iteration 37F (85267.560000 sec): 3 clusters
  Score: Raw -279667.380034 + Penalty 2637.738490 = -277029.641544
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 45 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85267.660000 sec): 2 clusters
  Score: Raw -19026.425410 + Penalty 915.071915 = -18111.353495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85267.790000 sec): 3 clusters
  Score: Raw -19159.292190 + Penalty 1830.143829 = -17329.148361
  nChanged 50
		SP:Iteration 1F (85268.000000 sec): 3 clusters
  Score: Raw -19277.429363 + Penalty 1830.143829 = -17447.285534
  nChanged 19
		SP:Iteration 2F (85268.110000 sec): 3 clusters
  Score: Raw -19332.791189 + Penalty 1830.143829 = -17502.647360
  nChanged 10
		SP:Iteration 3Q (85268.260000 sec): 3 clusters
  Score: Raw -19355.215484 + Penalty 1830.143829 = -17525.071654
  nChanged 8
		SP:Iteration 4Q (85268.390000 sec): 3 clusters
  Score: Raw -19375.980243 + Penalty 1830.143829 = -17545.836414
  nChanged 3
		SP:Iteration 5Q (85268.560000 sec): 3 clusters
  Score: Raw -19388.173178 + Penalty 1830.143829 = -17558.029348
  nChanged 3
		SP:Iteration 6Q (85268.740000 sec): 3 clusters
  Score: Raw -19423.190209 + Penalty 1830.143829 = -17593.046379
  nChanged 1
		SP:Iteration 7Q (85268.900000 sec): 3 clusters
  Score: Raw -19428.338585 + Penalty 1830.143829 = -17598.194756
  nChanged 0
		SP:Iteration 8F (85269.030000 sec): 3 clusters
  Score: Raw -19428.338585 + Penalty 1830.143829 = -17598.194756
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 46 (1779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85269.160000 sec): 2 clusters
  Score: Raw -142447.794704 + Penalty 1216.118587 = -141231.676117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85269.320000 sec): 3 clusters
  Score: Raw -141724.200925 + Penalty 2432.237173 = -139291.963752
  nChanged 617
		SP:Iteration 1F (85269.460000 sec): 3 clusters
  Score: Raw -142154.736466 + Penalty 2432.237173 = -139722.499292
  nChanged 145
		SP:Iteration 2F (85269.580000 sec): 3 clusters
  Score: Raw -142278.399299 + Penalty 2432.237173 = -139846.162126
  nChanged 90
		SP:Iteration 3F (85269.730000 sec): 3 clusters
  Score: Raw -142352.273721 + Penalty 2432.237173 = -139920.036548
  nChanged 64
		SP:Iteration 4Q (85269.910000 sec): 3 clusters
  Score: Raw -142402.566913 + Penalty 2432.237173 = -139970.329740
  nChanged 42
		SP:Iteration 5Q (85270.100000 sec): 3 clusters
  Score: Raw -142431.549901 + Penalty 2432.237173 = -139999.312728
  nChanged 25
		SP:Iteration 6Q (85270.260000 sec): 3 clusters
  Score: Raw -142448.333648 + Penalty 2432.237173 = -140016.096474
  nChanged 14
		SP:Iteration 7Q (85270.430000 sec): 3 clusters
  Score: Raw -142456.769037 + Penalty 2432.237173 = -140024.531864
  nChanged 11
		SP:Iteration 8Q (85270.640000 sec): 3 clusters
  Score: Raw -142463.154170 + Penalty 2432.237173 = -140030.916997
  nChanged 11
		SP:Iteration 9Q (85270.810000 sec): 3 clusters
  Score: Raw -142472.471182 + Penalty 2432.237173 = -140040.234009
  nChanged 7
		SP:Iteration 10Q (85270.960000 sec): 3 clusters
  Score: Raw -142477.496590 + Penalty 2432.237173 = -140045.259417
  nChanged 6
		SP:Iteration 11Q (85271.070000 sec): 3 clusters
  Score: Raw -142479.371873 + Penalty 2432.237173 = -140047.134699
  nChanged 7
		SP:Iteration 12Q (85271.210000 sec): 3 clusters
  Score: Raw -142483.753411 + Penalty 2432.237173 = -140051.516238
  nChanged 4
		SP:Iteration 13Q (85271.360000 sec): 3 clusters
  Score: Raw -142485.781999 + Penalty 2432.237173 = -140053.544825
  nChanged 4
		SP:Iteration 14Q (85271.510000 sec): 3 clusters
  Score: Raw -142487.806095 + Penalty 2432.237173 = -140055.568922
  nChanged 7
		SP:Iteration 15Q (85271.650000 sec): 3 clusters
  Score: Raw -142493.589209 + Penalty 2432.237173 = -140061.352036
  nChanged 10
		SP:Iteration 16Q (85271.810000 sec): 3 clusters
  Score: Raw -142498.569923 + Penalty 2432.237173 = -140066.332750
  nChanged 10
		SP:Iteration 17Q (85271.950000 sec): 3 clusters
  Score: Raw -142503.322877 + Penalty 2432.237173 = -140071.085704
  nChanged 4
		SP:Iteration 18Q (85272.120000 sec): 3 clusters
  Score: Raw -142504.608726 + Penalty 2432.237173 = -140072.371552
  nChanged 1
		SP:Iteration 19Q (85272.340000 sec): 3 clusters
  Score: Raw -142505.473241 + Penalty 2432.237173 = -140073.236067
  nChanged 5
		SP:Iteration 20F (85272.450000 sec): 3 clusters
  Score: Raw -142507.362743 + Penalty 2432.237173 = -140075.125569
  nChanged 4
		SP:Iteration 21Q (85272.610000 sec): 3 clusters
  Score: Raw -142508.698611 + Penalty 2432.237173 = -140076.461437
  nChanged 4
		SP:Iteration 22Q (85272.750000 sec): 3 clusters
  Score: Raw -142511.672059 + Penalty 2432.237173 = -140079.434885
  nChanged 5
		SP:Iteration 23Q (85272.920000 sec): 3 clusters
  Score: Raw -142513.849566 + Penalty 2432.237173 = -140081.612392
  nChanged 2
		SP:Iteration 24Q (85273.070000 sec): 3 clusters
  Score: Raw -142514.813704 + Penalty 2432.237173 = -140082.576531
  nChanged 1
		SP:Iteration 25Q (85273.230000 sec): 3 clusters
  Score: Raw -142515.204052 + Penalty 2432.237173 = -140082.966879
  nChanged 2
		SP:Iteration 26Q (85273.380000 sec): 3 clusters
  Score: Raw -142516.221894 + Penalty 2432.237173 = -140083.984720
  nChanged 1
		SP:Iteration 27Q (85273.540000 sec): 3 clusters
  Score: Raw -142516.799168 + Penalty 2432.237173 = -140084.561994
  nChanged 1
		SP:Iteration 28Q (85273.680000 sec): 3 clusters
  Score: Raw -142517.527258 + Penalty 2432.237173 = -140085.290085
  nChanged 2
		SP:Iteration 29Q (85273.860000 sec): 3 clusters
  Score: Raw -142518.586084 + Penalty 2432.237173 = -140086.348911
  nChanged 2
		SP:Iteration 30Q (85273.990000 sec): 3 clusters
  Score: Raw -142520.130341 + Penalty 2432.237173 = -140087.893167
  nChanged 4
		SP:Iteration 31Q (85274.180000 sec): 3 clusters
  Score: Raw -142522.376771 + Penalty 2432.237173 = -140090.139598
  nChanged 2
		SP:Iteration 32Q (85274.320000 sec): 3 clusters
  Score: Raw -142523.355127 + Penalty 2432.237173 = -140091.117954
  nChanged 1
		SP:Iteration 33Q (85274.530000 sec): 3 clusters
  Score: Raw -142524.185984 + Penalty 2432.237173 = -140091.948810
  nChanged 4
		SP:Iteration 34Q (85274.650000 sec): 3 clusters
  Score: Raw -142526.965104 + Penalty 2432.237173 = -140094.727930
  nChanged 3
		SP:Iteration 35Q (85274.840000 sec): 3 clusters
  Score: Raw -142528.311455 + Penalty 2432.237173 = -140096.074281
  nChanged 3
		SP:Iteration 36Q (85274.980000 sec): 3 clusters
  Score: Raw -142529.415644 + Penalty 2432.237173 = -140097.178471
  nChanged 3
		SP:Iteration 37Q (85275.120000 sec): 3 clusters
  Score: Raw -142531.399973 + Penalty 2432.237173 = -140099.162799
  nChanged 2
		SP:Iteration 38Q (85275.280000 sec): 3 clusters
  Score: Raw -142532.392343 + Penalty 2432.237173 = -140100.155169
  nChanged 5
		SP:Iteration 39Q (85275.440000 sec): 3 clusters
  Score: Raw -142535.426621 + Penalty 2432.237173 = -140103.189447
  nChanged 4
		SP:Iteration 40F (85275.620000 sec): 3 clusters
  Score: Raw -142537.256591 + Penalty 2432.237173 = -140105.019418
  nChanged 4
		SP:Iteration 41Q (85275.750000 sec): 3 clusters
  Score: Raw -142538.715289 + Penalty 2432.237173 = -140106.478115
  nChanged 4
		SP:Iteration 42Q (85275.900000 sec): 3 clusters
  Score: Raw -142540.245853 + Penalty 2432.237173 = -140108.008679
  nChanged 4
		SP:Iteration 43Q (85276.080000 sec): 3 clusters
  Score: Raw -142543.014224 + Penalty 2432.237173 = -140110.777051
  nChanged 5
		SP:Iteration 44Q (85276.240000 sec): 3 clusters
  Score: Raw -142547.175879 + Penalty 2432.237173 = -140114.938705
  nChanged 3
		SP:Iteration 45Q (85276.410000 sec): 3 clusters
  Score: Raw -142549.519186 + Penalty 2432.237173 = -140117.282012
  nChanged 3
		SP:Iteration 46Q (85276.530000 sec): 3 clusters
  Score: Raw -142550.953305 + Penalty 2432.237173 = -140118.716132
  nChanged 5
		SP:Iteration 47Q (85276.690000 sec): 3 clusters
  Score: Raw -142554.488670 + Penalty 2432.237173 = -140122.251497
  nChanged 9
		SP:Iteration 48Q (85276.840000 sec): 3 clusters
  Score: Raw -142560.879087 + Penalty 2432.237173 = -140128.641914
  nChanged 10
		SP:Iteration 49Q (85277.000000 sec): 3 clusters
  Score: Raw -142568.069383 + Penalty 2432.237173 = -140135.832209
  nChanged 15
		SP:Iteration 50Q (85277.160000 sec): 3 clusters
  Score: Raw -142574.917972 + Penalty 2432.237173 = -140142.680798
  nChanged 6
		SP:Iteration 51Q (85277.300000 sec): 3 clusters
  Score: Raw -142581.111743 + Penalty 2432.237173 = -140148.874570
  nChanged 10
		SP:Iteration 52Q (85277.440000 sec): 3 clusters
  Score: Raw -142588.435536 + Penalty 2432.237173 = -140156.198363
  nChanged 12
		SP:Iteration 53Q (85277.610000 sec): 3 clusters
  Score: Raw -142598.174135 + Penalty 2432.237173 = -140165.936962
  nChanged 14
		SP:Iteration 54Q (85277.760000 sec): 3 clusters
  Score: Raw -142604.652268 + Penalty 2432.237173 = -140172.415094
  nChanged 10
		SP:Iteration 55Q (85277.910000 sec): 3 clusters
  Score: Raw -142611.655350 + Penalty 2432.237173 = -140179.418177
  nChanged 9
		SP:Iteration 56Q (85278.050000 sec): 3 clusters
  Score: Raw -142619.955630 + Penalty 2432.237173 = -140187.718456
  nChanged 11
		SP:Iteration 57Q (85278.220000 sec): 3 clusters
  Score: Raw -142628.007178 + Penalty 2432.237173 = -140195.770005
  nChanged 10
		SP:Iteration 58Q (85278.330000 sec): 3 clusters
  Score: Raw -142635.407027 + Penalty 2432.237173 = -140203.169854
  nChanged 8
		SP:Iteration 59Q (85278.520000 sec): 3 clusters
  Score: Raw -142641.238965 + Penalty 2432.237173 = -140209.001791
  nChanged 4
		SP:Iteration 60F (85278.670000 sec): 3 clusters
  Score: Raw -142643.081875 + Penalty 2432.237173 = -140210.844702
  nChanged 3
		SP:Iteration 61Q (85278.830000 sec): 3 clusters
  Score: Raw -142645.275622 + Penalty 2432.237173 = -140213.038448
  nChanged 4
		SP:Iteration 62Q (85279.010000 sec): 3 clusters
  Score: Raw -142647.895176 + Penalty 2432.237173 = -140215.658003
  nChanged 7
		SP:Iteration 63Q (85279.160000 sec): 3 clusters
  Score: Raw -142652.614969 + Penalty 2432.237173 = -140220.377796
  nChanged 6
		SP:Iteration 64Q (85279.320000 sec): 3 clusters
  Score: Raw -142655.277744 + Penalty 2432.237173 = -140223.040571
  nChanged 3
		SP:Iteration 65Q (85279.520000 sec): 3 clusters
  Score: Raw -142657.732350 + Penalty 2432.237173 = -140225.495176
  nChanged 4
		SP:Iteration 66Q (85279.660000 sec): 3 clusters
  Score: Raw -142659.352961 + Penalty 2432.237173 = -140227.115787
  nChanged 2
		SP:Iteration 67Q (85279.810000 sec): 3 clusters
  Score: Raw -142660.975487 + Penalty 2432.237173 = -140228.738314
  nChanged 4
		SP:Iteration 68Q (85279.970000 sec): 3 clusters
  Score: Raw -142663.784737 + Penalty 2432.237173 = -140231.547564
  nChanged 3
		SP:Iteration 69Q (85280.110000 sec): 3 clusters
  Score: Raw -142665.573097 + Penalty 2432.237173 = -140233.335924
  nChanged 4
		SP:Iteration 70Q (85280.260000 sec): 3 clusters
  Score: Raw -142667.624118 + Penalty 2432.237173 = -140235.386945
  nChanged 5
		SP:Iteration 71Q (85280.400000 sec): 3 clusters
  Score: Raw -142671.306743 + Penalty 2432.237173 = -140239.069569
  nChanged 10
		SP:Iteration 72Q (85280.580000 sec): 3 clusters
  Score: Raw -142676.367076 + Penalty 2432.237173 = -140244.129902
  nChanged 8
		SP:Iteration 73Q (85280.710000 sec): 3 clusters
  Score: Raw -142680.701117 + Penalty 2432.237173 = -140248.463944
  nChanged 4
		SP:Iteration 74Q (85280.920000 sec): 3 clusters
  Score: Raw -142683.759044 + Penalty 2432.237173 = -140251.521870
  nChanged 7
		SP:Iteration 75Q (85281.110000 sec): 3 clusters
  Score: Raw -142688.724892 + Penalty 2432.237173 = -140256.487718
  nChanged 6
		SP:Iteration 76Q (85281.230000 sec): 3 clusters
  Score: Raw -142692.625446 + Penalty 2432.237173 = -140260.388272
  nChanged 5
		SP:Iteration 77Q (85281.380000 sec): 3 clusters
  Score: Raw -142694.347745 + Penalty 2432.237173 = -140262.110572
  nChanged 3
		SP:Iteration 78Q (85281.540000 sec): 3 clusters
  Score: Raw -142696.096859 + Penalty 2432.237173 = -140263.859685
  nChanged 5
		SP:Iteration 79Q (85281.670000 sec): 3 clusters
  Score: Raw -142698.890044 + Penalty 2432.237173 = -140266.652870
  nChanged 5
		SP:Iteration 80F (85281.810000 sec): 3 clusters
  Score: Raw -142702.368057 + Penalty 2432.237173 = -140270.130883
  nChanged 4
		SP:Iteration 81Q (85281.960000 sec): 3 clusters
  Score: Raw -142705.325338 + Penalty 2432.237173 = -140273.088165
  nChanged 2
		SP:Iteration 82Q (85282.090000 sec): 3 clusters
  Score: Raw -142707.109496 + Penalty 2432.237173 = -140274.872322
  nChanged 4
		SP:Iteration 83Q (85282.310000 sec): 3 clusters
  Score: Raw -142709.355916 + Penalty 2432.237173 = -140277.118743
  nChanged 5
		SP:Iteration 84Q (85282.490000 sec): 3 clusters
  Score: Raw -142712.218917 + Penalty 2432.237173 = -140279.981743
  nChanged 4
		SP:Iteration 85Q (85282.650000 sec): 3 clusters
  Score: Raw -142714.458337 + Penalty 2432.237173 = -140282.221163
  nChanged 4
		SP:Iteration 86Q (85282.760000 sec): 3 clusters
  Score: Raw -142716.554830 + Penalty 2432.237173 = -140284.317657
  nChanged 1
		SP:Iteration 87Q (85282.880000 sec): 3 clusters
  Score: Raw -142717.785270 + Penalty 2432.237173 = -140285.548097
  nChanged 5
		SP:Iteration 88Q (85283.060000 sec): 3 clusters
  Score: Raw -142721.642308 + Penalty 2432.237173 = -140289.405134
  nChanged 4
		SP:Iteration 89Q (85283.170000 sec): 3 clusters
  Score: Raw -142724.854499 + Penalty 2432.237173 = -140292.617326
  nChanged 3
		SP:Iteration 90Q (85283.280000 sec): 3 clusters
  Score: Raw -142726.603742 + Penalty 2432.237173 = -140294.366568
  nChanged 3
		SP:Iteration 91Q (85283.410000 sec): 3 clusters
  Score: Raw -142727.386982 + Penalty 2432.237173 = -140295.149809
  nChanged 2
		SP:Iteration 92Q (85283.520000 sec): 3 clusters
  Score: Raw -142728.952528 + Penalty 2432.237173 = -140296.715354
  nChanged 3
		SP:Iteration 93Q (85283.700000 sec): 3 clusters
  Score: Raw -142730.551172 + Penalty 2432.237173 = -140298.313999
  nChanged 2
		SP:Iteration 94Q (85283.820000 sec): 3 clusters
  Score: Raw -142731.328942 + Penalty 2432.237173 = -140299.091768
  nChanged 1
		SP:Iteration 95Q (85283.980000 sec): 3 clusters
  Score: Raw -142731.763454 + Penalty 2432.237173 = -140299.526280
  nChanged 3
		SP:Iteration 96Q (85284.120000 sec): 3 clusters
  Score: Raw -142732.830249 + Penalty 2432.237173 = -140300.593075
  nChanged 1
		SP:Iteration 97Q (85284.290000 sec): 3 clusters
  Score: Raw -142733.838393 + Penalty 2432.237173 = -140301.601219
  nChanged 4
		SP:Iteration 98Q (85284.400000 sec): 3 clusters
  Score: Raw -142736.376436 + Penalty 2432.237173 = -140304.139262
  nChanged 8
		SP:Iteration 99Q (85284.590000 sec): 3 clusters
  Score: Raw -142741.541799 + Penalty 2432.237173 = -140309.304625
  nChanged 11
		SP:Iteration 100F (85284.790000 sec): 3 clusters
  Score: Raw -142751.451692 + Penalty 2432.237173 = -140319.214518
  nChanged 14
		SP:Iteration 101Q (85284.910000 sec): 3 clusters
  Score: Raw -142760.917158 + Penalty 2432.237173 = -140328.679985
  nChanged 7
		SP:Iteration 102Q (85285.090000 sec): 3 clusters
  Score: Raw -142764.908849 + Penalty 2432.237173 = -140332.671676
  nChanged 6
		SP:Iteration 103Q (85285.220000 sec): 3 clusters
  Score: Raw -142767.970131 + Penalty 2432.237173 = -140335.732958
  nChanged 2
		SP:Iteration 104Q (85285.370000 sec): 3 clusters
  Score: Raw -142768.788679 + Penalty 2432.237173 = -140336.551506
  nChanged 0
		SP:Iteration 105F (85285.520000 sec): 3 clusters
  Score: Raw -142768.788679 + Penalty 2432.237173 = -140336.551506
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 47 (7124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85285.630000 sec): 2 clusters
  Score: Raw -595053.777125 + Penalty 1441.574005 = -593612.203121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85285.840000 sec): 3 clusters
  Score: Raw -591182.318914 + Penalty 2883.148009 = -588299.170904
  nChanged 3018
		SP:Iteration 1F (85286.000000 sec): 3 clusters
  Score: Raw -592770.531882 + Penalty 2883.148009 = -589887.383873
  nChanged 463
		SP:Iteration 2F (85286.170000 sec): 3 clusters
  Score: Raw -592978.020129 + Penalty 2883.148009 = -590094.872120
  nChanged 364
		SP:Iteration 3F (85286.340000 sec): 3 clusters
  Score: Raw -593140.579533 + Penalty 2883.148009 = -590257.431523
  nChanged 302
		SP:Iteration 4Q (85286.560000 sec): 3 clusters
  Score: Raw -593272.953207 + Penalty 2883.148009 = -590389.805198
  nChanged 254
		SP:Iteration 5Q (85286.760000 sec): 3 clusters
  Score: Raw -593386.082610 + Penalty 2883.148009 = -590502.934601
  nChanged 225
		SP:Iteration 6Q (85286.950000 sec): 3 clusters
  Score: Raw -593488.106919 + Penalty 2883.148009 = -590604.958910
  nChanged 227
		SP:Iteration 7Q (85287.140000 sec): 3 clusters
  Score: Raw -593600.507951 + Penalty 2883.148009 = -590717.359941
  nChanged 237
		SP:Iteration 8Q (85287.330000 sec): 3 clusters
  Score: Raw -593718.074172 + Penalty 2883.148009 = -590834.926162
  nChanged 255
		SP:Iteration 9Q (85287.510000 sec): 3 clusters
  Score: Raw -593857.705105 + Penalty 2883.148009 = -590974.557095
  nChanged 264
		SP:Iteration 10Q (85287.680000 sec): 3 clusters
  Score: Raw -594012.101219 + Penalty 2883.148009 = -591128.953209
  nChanged 274
		SP:Iteration 11Q (85287.860000 sec): 3 clusters
  Score: Raw -594199.736283 + Penalty 2883.148009 = -591316.588273
  nChanged 298
		SP:Iteration 12Q (85288.050000 sec): 3 clusters
  Score: Raw -594420.420456 + Penalty 2883.148009 = -591537.272447
  nChanged 272
		SP:Iteration 13Q (85288.260000 sec): 3 clusters
  Score: Raw -594622.427028 + Penalty 2883.148009 = -591739.279019
  nChanged 214
		SP:Iteration 14Q (85288.440000 sec): 3 clusters
  Score: Raw -594785.432765 + Penalty 2883.148009 = -591902.284755
  nChanged 175
		SP:Iteration 15Q (85288.600000 sec): 3 clusters
  Score: Raw -594923.875617 + Penalty 2883.148009 = -592040.727608
  nChanged 120
		SP:Iteration 16Q (85288.770000 sec): 3 clusters
  Score: Raw -595030.641726 + Penalty 2883.148009 = -592147.493717
  nChanged 89
		SP:Iteration 17Q (85288.910000 sec): 3 clusters
  Score: Raw -595108.299909 + Penalty 2883.148009 = -592225.151900
  nChanged 60
		SP:Iteration 18Q (85289.140000 sec): 3 clusters
  Score: Raw -595162.854303 + Penalty 2883.148009 = -592279.706294
  nChanged 32
		SP:Iteration 19Q (85289.350000 sec): 3 clusters
  Score: Raw -595192.301202 + Penalty 2883.148009 = -592309.153192
  nChanged 23
		SP:Iteration 20F (85289.470000 sec): 3 clusters
  Score: Raw -595213.204304 + Penalty 2883.148009 = -592330.056295
  nChanged 13
		SP:Iteration 21Q (85289.650000 sec): 3 clusters
  Score: Raw -595220.338621 + Penalty 2883.148009 = -592337.190611
  nChanged 7
		SP:Iteration 22Q (85289.870000 sec): 3 clusters
  Score: Raw -595226.658347 + Penalty 2883.148009 = -592343.510337
  nChanged 5
		SP:Iteration 23Q (85290.070000 sec): 3 clusters
  Score: Raw -595230.500564 + Penalty 2883.148009 = -592347.352555
  nChanged 6
		SP:Iteration 24Q (85290.180000 sec): 3 clusters
  Score: Raw -595237.320981 + Penalty 2883.148009 = -592354.172972
  nChanged 8
		SP:Iteration 25Q (85290.410000 sec): 3 clusters
  Score: Raw -595245.730946 + Penalty 2883.148009 = -592362.582937
  nChanged 6
		SP:Iteration 26Q (85290.570000 sec): 3 clusters
  Score: Raw -595250.596159 + Penalty 2883.148009 = -592367.448149
  nChanged 3
		SP:Iteration 27Q (85290.770000 sec): 3 clusters
  Score: Raw -595252.006564 + Penalty 2883.148009 = -592368.858554
  nChanged 1
		SP:Iteration 28Q (85290.970000 sec): 3 clusters
  Score: Raw -595252.889549 + Penalty 2883.148009 = -592369.741539
  nChanged 3
		SP:Iteration 29Q (85291.090000 sec): 3 clusters
  Score: Raw -595254.838516 + Penalty 2883.148009 = -592371.690506
  nChanged 3
		SP:Iteration 30Q (85291.290000 sec): 3 clusters
  Score: Raw -595257.854137 + Penalty 2883.148009 = -592374.706127
  nChanged 2
		SP:Iteration 31Q (85291.430000 sec): 3 clusters
  Score: Raw -595260.198887 + Penalty 2883.148009 = -592377.050877
  nChanged 1
		SP:Iteration 32Q (85291.630000 sec): 3 clusters
  Score: Raw -595260.778526 + Penalty 2883.148009 = -592377.630517
  nChanged 1
		SP:Iteration 33Q (85291.810000 sec): 3 clusters
  Score: Raw -595261.074035 + Penalty 2883.148009 = -592377.926026
  nChanged 0
		SP:Iteration 34F (85291.950000 sec): 3 clusters
  Score: Raw -595261.074035 + Penalty 2883.148009 = -592377.926026
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 48 (10048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85292.090000 sec): 2 clusters
  Score: Raw -768520.737017 + Penalty 1497.458444 = -767023.278572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85292.310000 sec): 3 clusters
  Score: Raw -762799.350028 + Penalty 2994.916889 = -759804.433139
  nChanged 4336
		SP:Iteration 1F (85292.520000 sec): 3 clusters
  Score: Raw -765155.768837 + Penalty 2994.916889 = -762160.851948
  nChanged 670
		SP:Iteration 2F (85292.700000 sec): 3 clusters
  Score: Raw -765470.750105 + Penalty 2994.916889 = -762475.833216
  nChanged 550
		SP:Iteration 3F (85292.960000 sec): 3 clusters
  Score: Raw -765722.808415 + Penalty 2994.916889 = -762727.891526
  nChanged 481
		SP:Iteration 4Q (85293.150000 sec): 3 clusters
  Score: Raw -765925.620149 + Penalty 2994.916889 = -762930.703260
  nChanged 400
		SP:Iteration 5Q (85293.350000 sec): 3 clusters
  Score: Raw -766095.021797 + Penalty 2994.916889 = -763100.104908
  nChanged 368
		SP:Iteration 6Q (85293.530000 sec): 3 clusters
  Score: Raw -766258.230660 + Penalty 2994.916889 = -763263.313772
  nChanged 376
		SP:Iteration 7Q (85293.720000 sec): 3 clusters
  Score: Raw -766408.145521 + Penalty 2994.916889 = -763413.228632
  nChanged 332
		SP:Iteration 8Q (85293.950000 sec): 3 clusters
  Score: Raw -766530.432200 + Penalty 2994.916889 = -763535.515311
  nChanged 282
		SP:Iteration 9Q (85294.090000 sec): 3 clusters
  Score: Raw -766632.336254 + Penalty 2994.916889 = -763637.419365
  nChanged 262
		SP:Iteration 10Q (85294.240000 sec): 3 clusters
  Score: Raw -766725.518235 + Penalty 2994.916889 = -763730.601346
  nChanged 252
		SP:Iteration 11Q (85294.470000 sec): 3 clusters
  Score: Raw -766811.446929 + Penalty 2994.916889 = -763816.530040
  nChanged 232
		SP:Iteration 12Q (85294.660000 sec): 3 clusters
  Score: Raw -766885.752408 + Penalty 2994.916889 = -763890.835519
  nChanged 202
		SP:Iteration 13Q (85294.890000 sec): 3 clusters
  Score: Raw -766950.307572 + Penalty 2994.916889 = -763955.390683
  nChanged 193
		SP:Iteration 14Q (85295.060000 sec): 3 clusters
  Score: Raw -767013.816050 + Penalty 2994.916889 = -764018.899161
  nChanged 200
		SP:Iteration 15Q (85295.190000 sec): 3 clusters
  Score: Raw -767075.324593 + Penalty 2994.916889 = -764080.407704
  nChanged 191
		SP:Iteration 16Q (85295.350000 sec): 3 clusters
  Score: Raw -767130.161992 + Penalty 2994.916889 = -764135.245103
  nChanged 156
		SP:Iteration 17Q (85295.560000 sec): 3 clusters
  Score: Raw -767176.088820 + Penalty 2994.916889 = -764181.171931
  nChanged 145
		SP:Iteration 18Q (85295.800000 sec): 3 clusters
  Score: Raw -767220.664515 + Penalty 2994.916889 = -764225.747626
  nChanged 158
		SP:Iteration 19Q (85295.970000 sec): 3 clusters
  Score: Raw -767269.403372 + Penalty 2994.916889 = -764274.486483
  nChanged 144
		SP:Iteration 20F (85296.130000 sec): 3 clusters
  Score: Raw -767311.992149 + Penalty 2994.916889 = -764317.075260
  nChanged 125
		SP:Iteration 21Q (85296.320000 sec): 3 clusters
  Score: Raw -767346.432334 + Penalty 2994.916889 = -764351.515446
  nChanged 139
		SP:Iteration 22Q (85296.500000 sec): 3 clusters
  Score: Raw -767388.714096 + Penalty 2994.916889 = -764393.797207
  nChanged 156
		SP:Iteration 23Q (85296.680000 sec): 3 clusters
  Score: Raw -767445.173441 + Penalty 2994.916889 = -764450.256552
  nChanged 163
		SP:Iteration 24Q (85296.930000 sec): 3 clusters
  Score: Raw -767496.941558 + Penalty 2994.916889 = -764502.024669
  nChanged 150
		SP:Iteration 25Q (85297.140000 sec): 3 clusters
  Score: Raw -767548.022184 + Penalty 2994.916889 = -764553.105296
  nChanged 160
		SP:Iteration 26Q (85297.330000 sec): 3 clusters
  Score: Raw -767611.008352 + Penalty 2994.916889 = -764616.091464
  nChanged 163
		SP:Iteration 27Q (85297.550000 sec): 3 clusters
  Score: Raw -767680.334470 + Penalty 2994.916889 = -764685.417581
  nChanged 174
		SP:Iteration 28Q (85297.780000 sec): 3 clusters
  Score: Raw -767754.594083 + Penalty 2994.916889 = -764759.677194
  nChanged 183
		SP:Iteration 29Q (85297.930000 sec): 3 clusters
  Score: Raw -767833.221159 + Penalty 2994.916889 = -764838.304270
  nChanged 168
		SP:Iteration 30Q (85298.140000 sec): 3 clusters
  Score: Raw -767899.146714 + Penalty 2994.916889 = -764904.229825
  nChanged 171
		SP:Iteration 31Q (85298.310000 sec): 3 clusters
  Score: Raw -767961.658143 + Penalty 2994.916889 = -764966.741254
  nChanged 148
		SP:Iteration 32Q (85298.500000 sec): 3 clusters
  Score: Raw -768021.268855 + Penalty 2994.916889 = -765026.351967
  nChanged 152
		SP:Iteration 33Q (85298.680000 sec): 3 clusters
  Score: Raw -768083.437697 + Penalty 2994.916889 = -765088.520808
  nChanged 145
		SP:Iteration 34Q (85298.860000 sec): 3 clusters
  Score: Raw -768143.650211 + Penalty 2994.916889 = -765148.733322
  nChanged 143
		SP:Iteration 35Q (85299.010000 sec): 3 clusters
  Score: Raw -768199.920561 + Penalty 2994.916889 = -765205.003672
  nChanged 146
		SP:Iteration 36Q (85299.220000 sec): 3 clusters
  Score: Raw -768258.912552 + Penalty 2994.916889 = -765263.995663
  nChanged 134
		SP:Iteration 37Q (85299.460000 sec): 3 clusters
  Score: Raw -768310.979498 + Penalty 2994.916889 = -765316.062610
  nChanged 125
		SP:Iteration 38Q (85299.640000 sec): 3 clusters
  Score: Raw -768355.380420 + Penalty 2994.916889 = -765360.463532
  nChanged 106
		SP:Iteration 39Q (85299.900000 sec): 3 clusters
  Score: Raw -768399.243242 + Penalty 2994.916889 = -765404.326354
  nChanged 97
		SP:Iteration 40F (85300.060000 sec): 3 clusters
  Score: Raw -768442.842458 + Penalty 2994.916889 = -765447.925569
  nChanged 104
		SP:Iteration 41Q (85300.240000 sec): 3 clusters
  Score: Raw -768492.839937 + Penalty 2994.916889 = -765497.923048
  nChanged 89
		SP:Iteration 42Q (85300.470000 sec): 3 clusters
  Score: Raw -768533.621816 + Penalty 2994.916889 = -765538.704928
  nChanged 94
		SP:Iteration 43Q (85300.640000 sec): 3 clusters
  Score: Raw -768571.545270 + Penalty 2994.916889 = -765576.628382
  nChanged 106
		SP:Iteration 44Q (85300.870000 sec): 3 clusters
  Score: Raw -768614.853223 + Penalty 2994.916889 = -765619.936334
  nChanged 94
		SP:Iteration 45Q (85301.080000 sec): 3 clusters
  Score: Raw -768647.983932 + Penalty 2994.916889 = -765653.067043
  nChanged 90
		SP:Iteration 46Q (85301.280000 sec): 3 clusters
  Score: Raw -768681.020671 + Penalty 2994.916889 = -765686.103782
  nChanged 99
		SP:Iteration 47Q (85301.420000 sec): 3 clusters
  Score: Raw -768712.985030 + Penalty 2994.916889 = -765718.068141
  nChanged 68
		SP:Iteration 48Q (85301.630000 sec): 3 clusters
  Score: Raw -768737.590258 + Penalty 2994.916889 = -765742.673369
  nChanged 66
		SP:Iteration 49Q (85301.910000 sec): 3 clusters
  Score: Raw -768760.617964 + Penalty 2994.916889 = -765765.701075
  nChanged 64
		SP:Iteration 50Q (85302.060000 sec): 3 clusters
  Score: Raw -768787.968395 + Penalty 2994.916889 = -765793.051506
  nChanged 64
		SP:Iteration 51Q (85302.230000 sec): 3 clusters
  Score: Raw -768814.855537 + Penalty 2994.916889 = -765819.938648
  nChanged 70
		SP:Iteration 52Q (85302.440000 sec): 3 clusters
  Score: Raw -768852.117562 + Penalty 2994.916889 = -765857.200673
  nChanged 78
		SP:Iteration 53Q (85302.620000 sec): 3 clusters
  Score: Raw -768893.030227 + Penalty 2994.916889 = -765898.113339
  nChanged 85
		SP:Iteration 54Q (85302.820000 sec): 3 clusters
  Score: Raw -768933.226730 + Penalty 2994.916889 = -765938.309841
  nChanged 59
		SP:Iteration 55Q (85303.010000 sec): 3 clusters
  Score: Raw -768958.419942 + Penalty 2994.916889 = -765963.503053
  nChanged 67
		SP:Iteration 56Q (85303.210000 sec): 3 clusters
  Score: Raw -768983.408101 + Penalty 2994.916889 = -765988.491213
  nChanged 55
		SP:Iteration 57Q (85303.390000 sec): 3 clusters
  Score: Raw -769001.480740 + Penalty 2994.916889 = -766006.563851
  nChanged 47
		SP:Iteration 58Q (85303.540000 sec): 3 clusters
  Score: Raw -769016.315174 + Penalty 2994.916889 = -766021.398285
  nChanged 30
		SP:Iteration 59Q (85303.700000 sec): 3 clusters
  Score: Raw -769024.141222 + Penalty 2994.916889 = -766029.224333
  nChanged 26
		SP:Iteration 60F (85303.920000 sec): 3 clusters
  Score: Raw -769030.982740 + Penalty 2994.916889 = -766036.065851
  nChanged 23
		SP:Iteration 61Q (85304.170000 sec): 3 clusters
  Score: Raw -769037.325731 + Penalty 2994.916889 = -766042.408842
  nChanged 27
		SP:Iteration 62Q (85304.400000 sec): 3 clusters
  Score: Raw -769043.660103 + Penalty 2994.916889 = -766048.743215
  nChanged 22
		SP:Iteration 63Q (85304.590000 sec): 3 clusters
  Score: Raw -769048.957712 + Penalty 2994.916889 = -766054.040823
  nChanged 29
		SP:Iteration 64Q (85304.750000 sec): 3 clusters
  Score: Raw -769056.758178 + Penalty 2994.916889 = -766061.841289
  nChanged 27
		SP:Iteration 65Q (85304.970000 sec): 3 clusters
  Score: Raw -769064.804056 + Penalty 2994.916889 = -766069.887168
  nChanged 23
		SP:Iteration 66Q (85305.160000 sec): 3 clusters
  Score: Raw -769072.092216 + Penalty 2994.916889 = -766077.175327
  nChanged 27
		SP:Iteration 67Q (85305.380000 sec): 3 clusters
  Score: Raw -769077.985267 + Penalty 2994.916889 = -766083.068378
  nChanged 24
		SP:Iteration 68Q (85305.540000 sec): 3 clusters
  Score: Raw -769083.317380 + Penalty 2994.916889 = -766088.400491
  nChanged 26
		SP:Iteration 69Q (85305.760000 sec): 3 clusters
  Score: Raw -769090.107420 + Penalty 2994.916889 = -766095.190531
  nChanged 25
		SP:Iteration 70Q (85305.930000 sec): 3 clusters
  Score: Raw -769097.646720 + Penalty 2994.916889 = -766102.729831
  nChanged 29
		SP:Iteration 71Q (85306.130000 sec): 3 clusters
  Score: Raw -769103.287483 + Penalty 2994.916889 = -766108.370594
  nChanged 21
		SP:Iteration 72Q (85306.290000 sec): 3 clusters
  Score: Raw -769108.207347 + Penalty 2994.916889 = -766113.290458
  nChanged 25
		SP:Iteration 73Q (85306.480000 sec): 3 clusters
  Score: Raw -769114.563812 + Penalty 2994.916889 = -766119.646924
  nChanged 29
		SP:Iteration 74Q (85306.730000 sec): 3 clusters
  Score: Raw -769121.191148 + Penalty 2994.916889 = -766126.274259
  nChanged 24
		SP:Iteration 75Q (85306.930000 sec): 3 clusters
  Score: Raw -769126.859279 + Penalty 2994.916889 = -766131.942390
  nChanged 23
		SP:Iteration 76Q (85307.140000 sec): 3 clusters
  Score: Raw -769131.528078 + Penalty 2994.916889 = -766136.611189
  nChanged 16
		SP:Iteration 77Q (85307.290000 sec): 3 clusters
  Score: Raw -769135.039636 + Penalty 2994.916889 = -766140.122747
  nChanged 16
		SP:Iteration 78Q (85307.510000 sec): 3 clusters
  Score: Raw -769138.750964 + Penalty 2994.916889 = -766143.834075
  nChanged 21
		SP:Iteration 79Q (85307.700000 sec): 3 clusters
  Score: Raw -769142.803969 + Penalty 2994.916889 = -766147.887080
  nChanged 12
		SP:Iteration 80F (85307.940000 sec): 3 clusters
  Score: Raw -769145.717919 + Penalty 2994.916889 = -766150.801030
  nChanged 23
		SP:Iteration 81Q (85308.150000 sec): 3 clusters
  Score: Raw -769152.127495 + Penalty 2994.916889 = -766157.210606
  nChanged 20
		SP:Iteration 82Q (85308.390000 sec): 3 clusters
  Score: Raw -769157.555448 + Penalty 2994.916889 = -766162.638559
  nChanged 20
		SP:Iteration 83Q (85308.630000 sec): 3 clusters
  Score: Raw -769163.378350 + Penalty 2994.916889 = -766168.461461
  nChanged 20
		SP:Iteration 84Q (85308.770000 sec): 3 clusters
  Score: Raw -769168.856547 + Penalty 2994.916889 = -766173.939658
  nChanged 22
		SP:Iteration 85Q (85308.970000 sec): 3 clusters
  Score: Raw -769173.952598 + Penalty 2994.916889 = -766179.035709
  nChanged 22
		SP:Iteration 86Q (85309.130000 sec): 3 clusters
  Score: Raw -769180.001973 + Penalty 2994.916889 = -766185.085084
  nChanged 19
		SP:Iteration 87Q (85309.370000 sec): 3 clusters
  Score: Raw -769185.675622 + Penalty 2994.916889 = -766190.758733
  nChanged 28
		SP:Iteration 88Q (85309.520000 sec): 3 clusters
  Score: Raw -769191.505401 + Penalty 2994.916889 = -766196.588512
  nChanged 18
		SP:Iteration 89Q (85309.780000 sec): 3 clusters
  Score: Raw -769195.400886 + Penalty 2994.916889 = -766200.483998
  nChanged 17
		SP:Iteration 90Q (85310.040000 sec): 3 clusters
  Score: Raw -769199.428795 + Penalty 2994.916889 = -766204.511906
  nChanged 14
		SP:Iteration 91Q (85310.180000 sec): 3 clusters
  Score: Raw -769202.648123 + Penalty 2994.916889 = -766207.731234
  nChanged 13
		SP:Iteration 92Q (85310.350000 sec): 3 clusters
  Score: Raw -769205.381927 + Penalty 2994.916889 = -766210.465038
  nChanged 8
		SP:Iteration 93Q (85310.520000 sec): 3 clusters
  Score: Raw -769207.666232 + Penalty 2994.916889 = -766212.749343
  nChanged 8
		SP:Iteration 94Q (85310.700000 sec): 3 clusters
  Score: Raw -769210.375068 + Penalty 2994.916889 = -766215.458179
  nChanged 11
		SP:Iteration 95Q (85310.890000 sec): 3 clusters
  Score: Raw -769212.592080 + Penalty 2994.916889 = -766217.675192
  nChanged 6
		SP:Iteration 96Q (85311.140000 sec): 3 clusters
  Score: Raw -769215.062525 + Penalty 2994.916889 = -766220.145636
  nChanged 10
		SP:Iteration 97Q (85311.300000 sec): 3 clusters
  Score: Raw -769216.894042 + Penalty 2994.916889 = -766221.977153
  nChanged 8
		SP:Iteration 98Q (85311.520000 sec): 3 clusters
  Score: Raw -769219.131109 + Penalty 2994.916889 = -766224.214220
  nChanged 5
		SP:Iteration 99Q (85311.650000 sec): 3 clusters
  Score: Raw -769220.068863 + Penalty 2994.916889 = -766225.151974
  nChanged 5
		SP:Iteration 100F (85311.860000 sec): 3 clusters
  Score: Raw -769220.734213 + Penalty 2994.916889 = -766225.817324
  nChanged 4
		SP:Iteration 101Q (85312.030000 sec): 3 clusters
  Score: Raw -769221.128837 + Penalty 2994.916889 = -766226.211948
  nChanged 3
		SP:Iteration 102Q (85312.200000 sec): 3 clusters
  Score: Raw -769221.563076 + Penalty 2994.916889 = -766226.646187
  nChanged 2
		SP:Iteration 103Q (85312.410000 sec): 3 clusters
  Score: Raw -769222.008205 + Penalty 2994.916889 = -766227.091316
  nChanged 2
		SP:Iteration 104Q (85312.610000 sec): 3 clusters
  Score: Raw -769222.273694 + Penalty 2994.916889 = -766227.356805
  nChanged 0
		SP:Iteration 105F (85312.810000 sec): 3 clusters
  Score: Raw -769222.273694 + Penalty 2994.916889 = -766227.356805
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 49 (4602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85312.850000 sec): 2 clusters
  Score: Raw -387808.420350 + Penalty 1370.565019 = -386437.855331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85313.010000 sec): 3 clusters
  Score: Raw -385485.300966 + Penalty 2741.130038 = -382744.170928
  nChanged 1806
		SP:Iteration 1F (85313.200000 sec): 3 clusters
  Score: Raw -386439.879197 + Penalty 2741.130038 = -383698.749160
  nChanged 324
		SP:Iteration 2F (85313.390000 sec): 3 clusters
  Score: Raw -386611.694889 + Penalty 2741.130038 = -383870.564851
  nChanged 250
		SP:Iteration 3F (85313.550000 sec): 3 clusters
  Score: Raw -386754.399911 + Penalty 2741.130038 = -384013.269873
  nChanged 214
		SP:Iteration 4Q (85313.750000 sec): 3 clusters
  Score: Raw -386893.059542 + Penalty 2741.130038 = -384151.929505
  nChanged 216
		SP:Iteration 5Q (85313.870000 sec): 3 clusters
  Score: Raw -387038.065094 + Penalty 2741.130038 = -384296.935056
  nChanged 220
		SP:Iteration 6Q (85314.030000 sec): 3 clusters
  Score: Raw -387188.772508 + Penalty 2741.130038 = -384447.642470
  nChanged 223
		SP:Iteration 7Q (85314.200000 sec): 3 clusters
  Score: Raw -387346.755509 + Penalty 2741.130038 = -384605.625471
  nChanged 210
		SP:Iteration 8Q (85314.410000 sec): 3 clusters
  Score: Raw -387492.530164 + Penalty 2741.130038 = -384751.400126
  nChanged 182
		SP:Iteration 9Q (85314.590000 sec): 3 clusters
  Score: Raw -387624.753978 + Penalty 2741.130038 = -384883.623940
  nChanged 176
		SP:Iteration 10Q (85314.810000 sec): 3 clusters
  Score: Raw -387758.550196 + Penalty 2741.130038 = -385017.420158
  nChanged 157
		SP:Iteration 11Q (85314.990000 sec): 3 clusters
  Score: Raw -387891.744345 + Penalty 2741.130038 = -385150.614307
  nChanged 140
		SP:Iteration 12Q (85315.150000 sec): 3 clusters
  Score: Raw -388014.380733 + Penalty 2741.130038 = -385273.250695
  nChanged 139
		SP:Iteration 13Q (85315.370000 sec): 3 clusters
  Score: Raw -388132.817821 + Penalty 2741.130038 = -385391.687783
  nChanged 128
		SP:Iteration 14Q (85315.500000 sec): 3 clusters
  Score: Raw -388239.642490 + Penalty 2741.130038 = -385498.512452
  nChanged 124
		SP:Iteration 15Q (85315.660000 sec): 3 clusters
  Score: Raw -388347.523385 + Penalty 2741.130038 = -385606.393347
  nChanged 107
		SP:Iteration 16Q (85315.810000 sec): 3 clusters
  Score: Raw -388430.490648 + Penalty 2741.130038 = -385689.360610
  nChanged 105
		SP:Iteration 17Q (85315.970000 sec): 3 clusters
  Score: Raw -388517.512095 + Penalty 2741.130038 = -385776.382057
  nChanged 96
		SP:Iteration 18Q (85316.160000 sec): 3 clusters
  Score: Raw -388592.650631 + Penalty 2741.130038 = -385851.520593
  nChanged 66
		SP:Iteration 19Q (85316.320000 sec): 3 clusters
  Score: Raw -388636.253173 + Penalty 2741.130038 = -385895.123135
  nChanged 48
		SP:Iteration 20F (85316.460000 sec): 3 clusters
  Score: Raw -388661.647433 + Penalty 2741.130038 = -385920.517395
  nChanged 43
		SP:Iteration 21Q (85316.660000 sec): 3 clusters
  Score: Raw -388685.921373 + Penalty 2741.130038 = -385944.791335
  nChanged 32
		SP:Iteration 22Q (85316.840000 sec): 3 clusters
  Score: Raw -388701.372688 + Penalty 2741.130038 = -385960.242650
  nChanged 30
		SP:Iteration 23Q (85317.000000 sec): 3 clusters
  Score: Raw -388712.453109 + Penalty 2741.130038 = -385971.323071
  nChanged 20
		SP:Iteration 24Q (85317.150000 sec): 3 clusters
  Score: Raw -388716.989305 + Penalty 2741.130038 = -385975.859267
  nChanged 10
		SP:Iteration 25Q (85317.350000 sec): 3 clusters
  Score: Raw -388719.369434 + Penalty 2741.130038 = -385978.239396
  nChanged 7
		SP:Iteration 26Q (85317.520000 sec): 3 clusters
  Score: Raw -388720.558713 + Penalty 2741.130038 = -385979.428675
  nChanged 3
		SP:Iteration 27Q (85317.710000 sec): 3 clusters
  Score: Raw -388720.925682 + Penalty 2741.130038 = -385979.795644
  nChanged 1
		SP:Iteration 28Q (85317.880000 sec): 3 clusters
  Score: Raw -388721.150029 + Penalty 2741.130038 = -385980.019991
  nChanged 1
		SP:Iteration 29Q (85318.030000 sec): 3 clusters
  Score: Raw -388721.674131 + Penalty 2741.130038 = -385980.544093
  nChanged 2
		SP:Iteration 30Q (85318.230000 sec): 3 clusters
  Score: Raw -388722.458691 + Penalty 2741.130038 = -385981.328654
  nChanged 2
		SP:Iteration 31Q (85318.360000 sec): 3 clusters
  Score: Raw -388722.909335 + Penalty 2741.130038 = -385981.779297
  nChanged 1
		SP:Iteration 32Q (85318.560000 sec): 3 clusters
  Score: Raw -388722.988074 + Penalty 2741.130038 = -385981.858036
  nChanged 0
		SP:Iteration 33F (85318.750000 sec): 3 clusters
  Score: Raw -388722.988074 + Penalty 2741.130038 = -385981.858036
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 50 (7874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85318.830000 sec): 2 clusters
  Score: Raw -733827.398112 + Penalty 1457.839739 = -732369.558373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85319.020000 sec): 3 clusters
  Score: Raw -729426.182396 + Penalty 2915.679478 = -726510.502918
  nChanged 3370
		SP:Iteration 1F (85319.200000 sec): 3 clusters
  Score: Raw -731350.849015 + Penalty 2915.679478 = -728435.169536
  nChanged 469
		SP:Iteration 2F (85319.370000 sec): 3 clusters
  Score: Raw -731565.013968 + Penalty 2915.679478 = -728649.334490
  nChanged 379
		SP:Iteration 3Q (85319.550000 sec): 3 clusters
  Score: Raw -731733.506818 + Penalty 2915.679478 = -728817.827340
  nChanged 316
		SP:Iteration 4Q (85319.760000 sec): 3 clusters
  Score: Raw -731860.806490 + Penalty 2915.679478 = -728945.127012
  nChanged 263
		SP:Iteration 5Q (85319.890000 sec): 3 clusters
  Score: Raw -731961.502114 + Penalty 2915.679478 = -729045.822635
  nChanged 211
		SP:Iteration 6Q (85320.070000 sec): 3 clusters
  Score: Raw -732054.016033 + Penalty 2915.679478 = -729138.336555
  nChanged 192
		SP:Iteration 7Q (85320.290000 sec): 3 clusters
  Score: Raw -732135.766870 + Penalty 2915.679478 = -729220.087392
  nChanged 199
		SP:Iteration 8Q (85320.500000 sec): 3 clusters
  Score: Raw -732233.703832 + Penalty 2915.679478 = -729318.024354
  nChanged 214
		SP:Iteration 9Q (85320.690000 sec): 3 clusters
  Score: Raw -732356.274967 + Penalty 2915.679478 = -729440.595489
  nChanged 237
		SP:Iteration 10Q (85320.900000 sec): 3 clusters
  Score: Raw -732494.606917 + Penalty 2915.679478 = -729578.927439
  nChanged 261
		SP:Iteration 11Q (85321.100000 sec): 3 clusters
  Score: Raw -732653.417065 + Penalty 2915.679478 = -729737.737587
  nChanged 246
		SP:Iteration 12Q (85321.320000 sec): 3 clusters
  Score: Raw -732802.577262 + Penalty 2915.679478 = -729886.897784
  nChanged 246
		SP:Iteration 13Q (85321.540000 sec): 3 clusters
  Score: Raw -732976.438821 + Penalty 2915.679478 = -730060.759343
  nChanged 239
		SP:Iteration 14Q (85321.740000 sec): 3 clusters
  Score: Raw -733126.708174 + Penalty 2915.679478 = -730211.028696
  nChanged 212
		SP:Iteration 15Q (85321.910000 sec): 3 clusters
  Score: Raw -733243.691518 + Penalty 2915.679478 = -730328.012040
  nChanged 191
		SP:Iteration 16Q (85322.070000 sec): 3 clusters
  Score: Raw -733349.971145 + Penalty 2915.679478 = -730434.291667
  nChanged 163
		SP:Iteration 17Q (85322.250000 sec): 3 clusters
  Score: Raw -733425.949090 + Penalty 2915.679478 = -730510.269611
  nChanged 108
		SP:Iteration 18Q (85322.430000 sec): 3 clusters
  Score: Raw -733477.424164 + Penalty 2915.679478 = -730561.744686
  nChanged 101
		SP:Iteration 19Q (85322.620000 sec): 3 clusters
  Score: Raw -733524.041680 + Penalty 2915.679478 = -730608.362202
  nChanged 82
		SP:Iteration 20F (85322.810000 sec): 3 clusters
  Score: Raw -733556.574019 + Penalty 2915.679478 = -730640.894541
  nChanged 79
		SP:Iteration 21Q (85322.980000 sec): 3 clusters
  Score: Raw -733594.102733 + Penalty 2915.679478 = -730678.423255
  nChanged 73
		SP:Iteration 22Q (85323.230000 sec): 3 clusters
  Score: Raw -733631.021261 + Penalty 2915.679478 = -730715.341783
  nChanged 77
		SP:Iteration 23Q (85323.410000 sec): 3 clusters
  Score: Raw -733669.559888 + Penalty 2915.679478 = -730753.880410
  nChanged 61
		SP:Iteration 24Q (85323.630000 sec): 3 clusters
  Score: Raw -733702.106146 + Penalty 2915.679478 = -730786.426668
  nChanged 67
		SP:Iteration 25Q (85323.810000 sec): 3 clusters
  Score: Raw -733731.263154 + Penalty 2915.679478 = -730815.583675
  nChanged 54
		SP:Iteration 26Q (85323.990000 sec): 3 clusters
  Score: Raw -733755.591914 + Penalty 2915.679478 = -730839.912436
  nChanged 58
		SP:Iteration 27Q (85324.170000 sec): 3 clusters
  Score: Raw -733778.844163 + Penalty 2915.679478 = -730863.164685
  nChanged 37
		SP:Iteration 28Q (85324.340000 sec): 3 clusters
  Score: Raw -733794.775917 + Penalty 2915.679478 = -730879.096439
  nChanged 38
		SP:Iteration 29Q (85324.540000 sec): 3 clusters
  Score: Raw -733810.331277 + Penalty 2915.679478 = -730894.651799
  nChanged 34
		SP:Iteration 30Q (85324.720000 sec): 3 clusters
  Score: Raw -733824.561336 + Penalty 2915.679478 = -730908.881858
  nChanged 39
		SP:Iteration 31Q (85324.860000 sec): 3 clusters
  Score: Raw -733843.651270 + Penalty 2915.679478 = -730927.971791
  nChanged 37
		SP:Iteration 32Q (85325.100000 sec): 3 clusters
  Score: Raw -733860.076062 + Penalty 2915.679478 = -730944.396584
  nChanged 24
		SP:Iteration 33Q (85325.270000 sec): 3 clusters
  Score: Raw -733869.975988 + Penalty 2915.679478 = -730954.296510
  nChanged 24
		SP:Iteration 34Q (85325.450000 sec): 3 clusters
  Score: Raw -733879.590764 + Penalty 2915.679478 = -730963.911286
  nChanged 22
		SP:Iteration 35Q (85325.670000 sec): 3 clusters
  Score: Raw -733891.014478 + Penalty 2915.679478 = -730975.335000
  nChanged 28
		SP:Iteration 36Q (85325.860000 sec): 3 clusters
  Score: Raw -733904.707613 + Penalty 2915.679478 = -730989.028135
  nChanged 29
		SP:Iteration 37Q (85326.130000 sec): 3 clusters
  Score: Raw -733918.366669 + Penalty 2915.679478 = -731002.687191
  nChanged 27
		SP:Iteration 38Q (85326.310000 sec): 3 clusters
  Score: Raw -733932.324528 + Penalty 2915.679478 = -731016.645050
  nChanged 24
		SP:Iteration 39Q (85326.470000 sec): 3 clusters
  Score: Raw -733944.844351 + Penalty 2915.679478 = -731029.164873
  nChanged 23
		SP:Iteration 40F (85326.680000 sec): 3 clusters
  Score: Raw -733957.888816 + Penalty 2915.679478 = -731042.209338
  nChanged 20
		SP:Iteration 41Q (85326.870000 sec): 3 clusters
  Score: Raw -733968.720305 + Penalty 2915.679478 = -731053.040827
  nChanged 17
		SP:Iteration 42Q (85327.080000 sec): 3 clusters
  Score: Raw -733977.522153 + Penalty 2915.679478 = -731061.842675
  nChanged 12
		SP:Iteration 43Q (85327.210000 sec): 3 clusters
  Score: Raw -733982.811658 + Penalty 2915.679478 = -731067.132180
  nChanged 9
		SP:Iteration 44Q (85327.380000 sec): 3 clusters
  Score: Raw -733987.932497 + Penalty 2915.679478 = -731072.253019
  nChanged 12
		SP:Iteration 45Q (85327.560000 sec): 3 clusters
  Score: Raw -733994.237000 + Penalty 2915.679478 = -731078.557522
  nChanged 16
		SP:Iteration 46Q (85327.780000 sec): 3 clusters
  Score: Raw -734001.600000 + Penalty 2915.679478 = -731085.920522
  nChanged 14
		SP:Iteration 47Q (85328.000000 sec): 3 clusters
  Score: Raw -734007.505319 + Penalty 2915.679478 = -731091.825841
  nChanged 7
		SP:Iteration 48Q (85328.150000 sec): 3 clusters
  Score: Raw -734012.115242 + Penalty 2915.679478 = -731096.435764
  nChanged 8
		SP:Iteration 49Q (85328.320000 sec): 3 clusters
  Score: Raw -734016.152078 + Penalty 2915.679478 = -731100.472599
  nChanged 8
		SP:Iteration 50Q (85328.480000 sec): 3 clusters
  Score: Raw -734019.781848 + Penalty 2915.679478 = -731104.102369
  nChanged 7
		SP:Iteration 51Q (85328.670000 sec): 3 clusters
  Score: Raw -734022.581140 + Penalty 2915.679478 = -731106.901662
  nChanged 7
		SP:Iteration 52Q (85328.830000 sec): 3 clusters
  Score: Raw -734026.632921 + Penalty 2915.679478 = -731110.953443
  nChanged 4
		SP:Iteration 53Q (85328.990000 sec): 3 clusters
  Score: Raw -734030.305897 + Penalty 2915.679478 = -731114.626419
  nChanged 5
		SP:Iteration 54Q (85329.210000 sec): 3 clusters
  Score: Raw -734033.502656 + Penalty 2915.679478 = -731117.823178
  nChanged 1
		SP:Iteration 55Q (85329.400000 sec): 3 clusters
  Score: Raw -734034.062148 + Penalty 2915.679478 = -731118.382670
  nChanged 0
		SP:Iteration 56F (85329.560000 sec): 3 clusters
  Score: Raw -734034.062148 + Penalty 2915.679478 = -731118.382670
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 51 (11653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85329.720000 sec): 2 clusters
  Score: Raw -994052.572658 + Penalty 1521.539327 = -992531.033331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85329.890000 sec): 3 clusters
  Score: Raw -987345.274267 + Penalty 3043.078654 = -984302.195613
  nChanged 5044
		SP:Iteration 1F (85330.130000 sec): 3 clusters
  Score: Raw -990145.509288 + Penalty 3043.078654 = -987102.430633
  nChanged 741
		SP:Iteration 2F (85330.340000 sec): 3 clusters
  Score: Raw -990469.294184 + Penalty 3043.078654 = -987426.215529
  nChanged 643
		SP:Iteration 3F (85330.560000 sec): 3 clusters
  Score: Raw -990737.915198 + Penalty 3043.078654 = -987694.836544
  nChanged 538
		SP:Iteration 4Q (85330.760000 sec): 3 clusters
  Score: Raw -990974.439366 + Penalty 3043.078654 = -987931.360711
  nChanged 505
		SP:Iteration 5Q (85330.980000 sec): 3 clusters
  Score: Raw -991214.159676 + Penalty 3043.078654 = -988171.081022
  nChanged 502
		SP:Iteration 6Q (85331.220000 sec): 3 clusters
  Score: Raw -991467.923483 + Penalty 3043.078654 = -988424.844828
  nChanged 506
		SP:Iteration 7Q (85331.390000 sec): 3 clusters
  Score: Raw -991733.786109 + Penalty 3043.078654 = -988690.707455
  nChanged 485
		SP:Iteration 8Q (85331.640000 sec): 3 clusters
  Score: Raw -992017.686742 + Penalty 3043.078654 = -988974.608088
  nChanged 513
		SP:Iteration 9Q (85331.800000 sec): 3 clusters
  Score: Raw -992324.520353 + Penalty 3043.078654 = -989281.441699
  nChanged 495
		SP:Iteration 10Q (85332.020000 sec): 3 clusters
  Score: Raw -992663.710378 + Penalty 3043.078654 = -989620.631723
  nChanged 533
		SP:Iteration 11Q (85332.230000 sec): 3 clusters
  Score: Raw -993108.281344 + Penalty 3043.078654 = -990065.202690
  nChanged 520
		SP:Iteration 12Q (85332.480000 sec): 3 clusters
  Score: Raw -993575.068720 + Penalty 3043.078654 = -990531.990065
  nChanged 420
		SP:Iteration 13Q (85332.690000 sec): 3 clusters
  Score: Raw -993888.048167 + Penalty 3043.078654 = -990844.969512
  nChanged 289
		SP:Iteration 14Q (85332.920000 sec): 3 clusters
  Score: Raw -994041.724409 + Penalty 3043.078654 = -990998.645755
  nChanged 196
		SP:Iteration 15Q (85333.160000 sec): 3 clusters
  Score: Raw -994121.896554 + Penalty 3043.078654 = -991078.817899
  nChanged 146
		SP:Iteration 16Q (85333.370000 sec): 3 clusters
  Score: Raw -994168.281091 + Penalty 3043.078654 = -991125.202437
  nChanged 104
		SP:Iteration 17Q (85333.600000 sec): 3 clusters
  Score: Raw -994194.557939 + Penalty 3043.078654 = -991151.479285
  nChanged 73
		SP:Iteration 18Q (85333.770000 sec): 3 clusters
  Score: Raw -994212.521227 + Penalty 3043.078654 = -991169.442573
  nChanged 59
		SP:Iteration 19Q (85333.980000 sec): 3 clusters
  Score: Raw -994224.456194 + Penalty 3043.078654 = -991181.377540
  nChanged 48
		SP:Iteration 20F (85334.200000 sec): 3 clusters
  Score: Raw -994231.765281 + Penalty 3043.078654 = -991188.686627
  nChanged 21
		SP:Iteration 21Q (85334.460000 sec): 3 clusters
  Score: Raw -994235.407671 + Penalty 3043.078654 = -991192.329017
  nChanged 14
		SP:Iteration 22Q (85334.610000 sec): 3 clusters
  Score: Raw -994236.824921 + Penalty 3043.078654 = -991193.746267
  nChanged 9
		SP:Iteration 23Q (85334.780000 sec): 3 clusters
  Score: Raw -994237.803864 + Penalty 3043.078654 = -991194.725210
  nChanged 11
		SP:Iteration 24Q (85334.980000 sec): 3 clusters
  Score: Raw -994238.928755 + Penalty 3043.078654 = -991195.850100
  nChanged 12
		SP:Iteration 25Q (85335.210000 sec): 3 clusters
  Score: Raw -994239.905187 + Penalty 3043.078654 = -991196.826532
  nChanged 7
		SP:Iteration 26Q (85335.440000 sec): 3 clusters
  Score: Raw -994240.306189 + Penalty 3043.078654 = -991197.227534
  nChanged 1
		SP:Iteration 27Q (85335.640000 sec): 3 clusters
  Score: Raw -994240.358848 + Penalty 3043.078654 = -991197.280193
  nChanged 1
		SP:Iteration 28Q (85335.860000 sec): 3 clusters
  Score: Raw -994240.433999 + Penalty 3043.078654 = -991197.355344
  nChanged 2
		SP:Iteration 29Q (85336.040000 sec): 3 clusters
  Score: Raw -994240.509714 + Penalty 3043.078654 = -991197.431060
  nChanged 1
		SP:Iteration 30Q (85336.240000 sec): 3 clusters
  Score: Raw -994240.671105 + Penalty 3043.078654 = -991197.592451
  nChanged 2
		SP:Iteration 31Q (85336.440000 sec): 3 clusters
  Score: Raw -994240.829013 + Penalty 3043.078654 = -991197.750359
  nChanged 0
		SP:Iteration 32F (85336.650000 sec): 3 clusters
  Score: Raw -994240.829013 + Penalty 3043.078654 = -991197.750359
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 52 (14378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85336.800000 sec): 2 clusters
  Score: Raw -1211187.457291 + Penalty 1555.686363 = -1209631.770929
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85337.040000 sec): 3 clusters
  Score: Raw -1202798.085230 + Penalty 3111.372725 = -1199686.712505
  nChanged 6368
		SP:Iteration 1F (85337.270000 sec): 3 clusters
  Score: Raw -1206330.646955 + Penalty 3111.372725 = -1203219.274229
  nChanged 976
		SP:Iteration 2F (85337.500000 sec): 3 clusters
  Score: Raw -1206861.242449 + Penalty 3111.372725 = -1203749.869724
  nChanged 992
		SP:Iteration 3F (85337.760000 sec): 3 clusters
  Score: Raw -1207509.524160 + Penalty 3111.372725 = -1204398.151435
  nChanged 1041
		SP:Iteration 4F (85337.940000 sec): 3 clusters
  Score: Raw -1208312.070016 + Penalty 3111.372725 = -1205200.697290
  nChanged 984
		SP:Iteration 5F (85338.230000 sec): 3 clusters
  Score: Raw -1209097.981604 + Penalty 3111.372725 = -1205986.608879
  nChanged 847
		SP:Iteration 6F (85338.420000 sec): 3 clusters
  Score: Raw -1209769.846383 + Penalty 3111.372725 = -1206658.473658
  nChanged 634
		SP:Iteration 7Q (85338.660000 sec): 3 clusters
  Score: Raw -1210242.001482 + Penalty 3111.372725 = -1207130.628757
  nChanged 475
		SP:Iteration 8Q (85338.900000 sec): 3 clusters
  Score: Raw -1210567.111670 + Penalty 3111.372725 = -1207455.738945
  nChanged 371
		SP:Iteration 9Q (85339.120000 sec): 3 clusters
  Score: Raw -1210816.300846 + Penalty 3111.372725 = -1207704.928121
  nChanged 291
		SP:Iteration 10Q (85339.330000 sec): 3 clusters
  Score: Raw -1210983.513644 + Penalty 3111.372725 = -1207872.140919
  nChanged 206
		SP:Iteration 11Q (85339.570000 sec): 3 clusters
  Score: Raw -1211103.019998 + Penalty 3111.372725 = -1207991.647272
  nChanged 150
		SP:Iteration 12Q (85339.820000 sec): 3 clusters
  Score: Raw -1211178.960594 + Penalty 3111.372725 = -1208067.587868
  nChanged 117
		SP:Iteration 13Q (85340.000000 sec): 3 clusters
  Score: Raw -1211230.438588 + Penalty 3111.372725 = -1208119.065863
  nChanged 95
		SP:Iteration 14Q (85340.240000 sec): 3 clusters
  Score: Raw -1211266.780052 + Penalty 3111.372725 = -1208155.407326
  nChanged 76
		SP:Iteration 15Q (85340.450000 sec): 3 clusters
  Score: Raw -1211296.024030 + Penalty 3111.372725 = -1208184.651305
  nChanged 68
		SP:Iteration 16Q (85340.700000 sec): 3 clusters
  Score: Raw -1211321.449841 + Penalty 3111.372725 = -1208210.077115
  nChanged 52
		SP:Iteration 17Q (85340.960000 sec): 3 clusters
  Score: Raw -1211337.738680 + Penalty 3111.372725 = -1208226.365954
  nChanged 43
		SP:Iteration 18Q (85341.170000 sec): 3 clusters
  Score: Raw -1211351.861447 + Penalty 3111.372725 = -1208240.488721
  nChanged 44
		SP:Iteration 19Q (85341.370000 sec): 3 clusters
  Score: Raw -1211367.754034 + Penalty 3111.372725 = -1208256.381308
  nChanged 42
		SP:Iteration 20F (85341.600000 sec): 3 clusters
  Score: Raw -1211380.432270 + Penalty 3111.372725 = -1208269.059544
  nChanged 35
		SP:Iteration 21Q (85341.840000 sec): 3 clusters
  Score: Raw -1211391.511426 + Penalty 3111.372725 = -1208280.138701
  nChanged 35
		SP:Iteration 22Q (85342.130000 sec): 3 clusters
  Score: Raw -1211403.575176 + Penalty 3111.372725 = -1208292.202450
  nChanged 29
		SP:Iteration 23Q (85342.340000 sec): 3 clusters
  Score: Raw -1211413.362463 + Penalty 3111.372725 = -1208301.989738
  nChanged 34
		SP:Iteration 24Q (85342.550000 sec): 3 clusters
  Score: Raw -1211426.986854 + Penalty 3111.372725 = -1208315.614129
  nChanged 32
		SP:Iteration 25Q (85342.760000 sec): 3 clusters
  Score: Raw -1211442.971691 + Penalty 3111.372725 = -1208331.598965
  nChanged 30
		SP:Iteration 26Q (85342.960000 sec): 3 clusters
  Score: Raw -1211453.629965 + Penalty 3111.372725 = -1208342.257240
  nChanged 22
		SP:Iteration 27Q (85343.240000 sec): 3 clusters
  Score: Raw -1211462.710411 + Penalty 3111.372725 = -1208351.337685
  nChanged 24
		SP:Iteration 28Q (85343.490000 sec): 3 clusters
  Score: Raw -1211471.355989 + Penalty 3111.372725 = -1208359.983264
  nChanged 18
		SP:Iteration 29Q (85343.740000 sec): 3 clusters
  Score: Raw -1211477.735143 + Penalty 3111.372725 = -1208366.362418
  nChanged 16
		SP:Iteration 30Q (85343.960000 sec): 3 clusters
  Score: Raw -1211483.619979 + Penalty 3111.372725 = -1208372.247254
  nChanged 13
		SP:Iteration 31Q (85344.170000 sec): 3 clusters
  Score: Raw -1211488.423201 + Penalty 3111.372725 = -1208377.050476
  nChanged 15
		SP:Iteration 32Q (85344.390000 sec): 3 clusters
  Score: Raw -1211493.881743 + Penalty 3111.372725 = -1208382.509017
  nChanged 14
		SP:Iteration 33Q (85344.630000 sec): 3 clusters
  Score: Raw -1211500.214698 + Penalty 3111.372725 = -1208388.841972
  nChanged 10
		SP:Iteration 34Q (85344.860000 sec): 3 clusters
  Score: Raw -1211504.381083 + Penalty 3111.372725 = -1208393.008358
  nChanged 10
		SP:Iteration 35Q (85345.060000 sec): 3 clusters
  Score: Raw -1211508.268950 + Penalty 3111.372725 = -1208396.896225
  nChanged 13
		SP:Iteration 36Q (85345.260000 sec): 3 clusters
  Score: Raw -1211513.428857 + Penalty 3111.372725 = -1208402.056132
  nChanged 7
		SP:Iteration 37Q (85345.520000 sec): 3 clusters
  Score: Raw -1211516.751460 + Penalty 3111.372725 = -1208405.378735
  nChanged 10
		SP:Iteration 38Q (85345.820000 sec): 3 clusters
  Score: Raw -1211520.489895 + Penalty 3111.372725 = -1208409.117169
  nChanged 7
		SP:Iteration 39Q (85346.020000 sec): 3 clusters
  Score: Raw -1211523.306899 + Penalty 3111.372725 = -1208411.934174
  nChanged 4
		SP:Iteration 40F (85346.190000 sec): 3 clusters
  Score: Raw -1211524.299541 + Penalty 3111.372725 = -1208412.926815
  nChanged 5
		SP:Iteration 41Q (85346.450000 sec): 3 clusters
  Score: Raw -1211525.797834 + Penalty 3111.372725 = -1208414.425108
  nChanged 2
		SP:Iteration 42Q (85346.620000 sec): 3 clusters
  Score: Raw -1211526.958630 + Penalty 3111.372725 = -1208415.585905
  nChanged 1
		SP:Iteration 43Q (85346.900000 sec): 3 clusters
  Score: Raw -1211527.161812 + Penalty 3111.372725 = -1208415.789087
  nChanged 1
		SP:Iteration 44Q (85347.080000 sec): 3 clusters
  Score: Raw -1211527.337131 + Penalty 3111.372725 = -1208415.964405
  nChanged 2
		SP:Iteration 45Q (85347.290000 sec): 3 clusters
  Score: Raw -1211527.777974 + Penalty 3111.372725 = -1208416.405248
  nChanged 2
		SP:Iteration 46Q (85347.540000 sec): 3 clusters
  Score: Raw -1211529.322346 + Penalty 3111.372725 = -1208417.949621
  nChanged 3
		SP:Iteration 47Q (85347.740000 sec): 3 clusters
  Score: Raw -1211530.403517 + Penalty 3111.372725 = -1208419.030791
  nChanged 2
		SP:Iteration 48Q (85347.900000 sec): 3 clusters
  Score: Raw -1211531.769900 + Penalty 3111.372725 = -1208420.397175
  nChanged 5
		SP:Iteration 49Q (85348.120000 sec): 3 clusters
  Score: Raw -1211533.090966 + Penalty 3111.372725 = -1208421.718240
  nChanged 2
		SP:Iteration 50Q (85348.340000 sec): 3 clusters
  Score: Raw -1211533.583193 + Penalty 3111.372725 = -1208422.210467
  nChanged 1
		SP:Iteration 51Q (85348.600000 sec): 3 clusters
  Score: Raw -1211533.961550 + Penalty 3111.372725 = -1208422.588825
  nChanged 1
		SP:Iteration 52Q (85348.790000 sec): 3 clusters
  Score: Raw -1211534.529378 + Penalty 3111.372725 = -1208423.156652
  nChanged 2
		SP:Iteration 53Q (85349.050000 sec): 3 clusters
  Score: Raw -1211534.948853 + Penalty 3111.372725 = -1208423.576127
  nChanged 0
		SP:Iteration 54F (85349.240000 sec): 3 clusters
  Score: Raw -1211534.948853 + Penalty 3111.372725 = -1208423.576127
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 53 (5876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85349.400000 sec): 2 clusters
  Score: Raw -476249.895169 + Penalty 1410.277625 = -474839.617544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85349.600000 sec): 3 clusters
  Score: Raw -473097.453448 + Penalty 2820.555250 = -470276.898199
  nChanged 2446
		SP:Iteration 1F (85349.780000 sec): 3 clusters
  Score: Raw -474510.217891 + Penalty 2820.555250 = -471689.662641
  nChanged 417
		SP:Iteration 2F (85349.930000 sec): 3 clusters
  Score: Raw -474738.298559 + Penalty 2820.555250 = -471917.743310
  nChanged 351
		SP:Iteration 3F (85350.110000 sec): 3 clusters
  Score: Raw -474929.147562 + Penalty 2820.555250 = -472108.592313
  nChanged 270
		SP:Iteration 4Q (85350.310000 sec): 3 clusters
  Score: Raw -475084.995822 + Penalty 2820.555250 = -472264.440573
  nChanged 229
		SP:Iteration 5Q (85350.490000 sec): 3 clusters
  Score: Raw -475208.334842 + Penalty 2820.555250 = -472387.779592
  nChanged 197
		SP:Iteration 6Q (85350.680000 sec): 3 clusters
  Score: Raw -475308.533289 + Penalty 2820.555250 = -472487.978039
  nChanged 178
		SP:Iteration 7Q (85350.850000 sec): 3 clusters
  Score: Raw -475418.293399 + Penalty 2820.555250 = -472597.738149
  nChanged 203
		SP:Iteration 8Q (85351.060000 sec): 3 clusters
  Score: Raw -475537.320396 + Penalty 2820.555250 = -472716.765147
  nChanged 177
		SP:Iteration 9Q (85351.250000 sec): 3 clusters
  Score: Raw -475658.017240 + Penalty 2820.555250 = -472837.461990
  nChanged 188
		SP:Iteration 10Q (85351.430000 sec): 3 clusters
  Score: Raw -475790.627761 + Penalty 2820.555250 = -472970.072512
  nChanged 172
		SP:Iteration 11Q (85351.580000 sec): 3 clusters
  Score: Raw -475907.098444 + Penalty 2820.555250 = -473086.543194
  nChanged 183
		SP:Iteration 12Q (85351.730000 sec): 3 clusters
  Score: Raw -476039.853375 + Penalty 2820.555250 = -473219.298125
  nChanged 168
		SP:Iteration 13Q (85351.920000 sec): 3 clusters
  Score: Raw -476159.537463 + Penalty 2820.555250 = -473338.982214
  nChanged 151
		SP:Iteration 14Q (85352.110000 sec): 3 clusters
  Score: Raw -476258.275086 + Penalty 2820.555250 = -473437.719836
  nChanged 118
		SP:Iteration 15Q (85352.260000 sec): 3 clusters
  Score: Raw -476334.551289 + Penalty 2820.555250 = -473513.996039
  nChanged 99
		SP:Iteration 16Q (85352.460000 sec): 3 clusters
  Score: Raw -476383.456869 + Penalty 2820.555250 = -473562.901620
  nChanged 79
		SP:Iteration 17Q (85352.580000 sec): 3 clusters
  Score: Raw -476416.898444 + Penalty 2820.555250 = -473596.343195
  nChanged 51
		SP:Iteration 18Q (85352.750000 sec): 3 clusters
  Score: Raw -476437.409283 + Penalty 2820.555250 = -473616.854033
  nChanged 30
		SP:Iteration 19Q (85352.900000 sec): 3 clusters
  Score: Raw -476447.106324 + Penalty 2820.555250 = -473626.551074
  nChanged 27
		SP:Iteration 20F (85353.110000 sec): 3 clusters
  Score: Raw -476455.968535 + Penalty 2820.555250 = -473635.413285
  nChanged 26
		SP:Iteration 21Q (85353.300000 sec): 3 clusters
  Score: Raw -476464.372549 + Penalty 2820.555250 = -473643.817300
  nChanged 19
		SP:Iteration 22Q (85353.460000 sec): 3 clusters
  Score: Raw -476470.672214 + Penalty 2820.555250 = -473650.116965
  nChanged 16
		SP:Iteration 23Q (85353.640000 sec): 3 clusters
  Score: Raw -476474.556861 + Penalty 2820.555250 = -473654.001611
  nChanged 11
		SP:Iteration 24Q (85353.800000 sec): 3 clusters
  Score: Raw -476477.005218 + Penalty 2820.555250 = -473656.449969
  nChanged 11
		SP:Iteration 25Q (85353.980000 sec): 3 clusters
  Score: Raw -476478.714056 + Penalty 2820.555250 = -473658.158807
  nChanged 10
		SP:Iteration 26Q (85354.160000 sec): 3 clusters
  Score: Raw -476481.467645 + Penalty 2820.555250 = -473660.912395
  nChanged 8
		SP:Iteration 27Q (85354.330000 sec): 3 clusters
  Score: Raw -476483.573912 + Penalty 2820.555250 = -473663.018663
  nChanged 11
		SP:Iteration 28Q (85354.520000 sec): 3 clusters
  Score: Raw -476486.077262 + Penalty 2820.555250 = -473665.522012
  nChanged 10
		SP:Iteration 29Q (85354.700000 sec): 3 clusters
  Score: Raw -476488.763071 + Penalty 2820.555250 = -473668.207821
  nChanged 9
		SP:Iteration 30Q (85354.850000 sec): 3 clusters
  Score: Raw -476491.190962 + Penalty 2820.555250 = -473670.635713
  nChanged 6
		SP:Iteration 31Q (85355.010000 sec): 3 clusters
  Score: Raw -476493.069316 + Penalty 2820.555250 = -473672.514066
  nChanged 10
		SP:Iteration 32Q (85355.160000 sec): 3 clusters
  Score: Raw -476495.569913 + Penalty 2820.555250 = -473675.014663
  nChanged 9
		SP:Iteration 33Q (85355.340000 sec): 3 clusters
  Score: Raw -476498.049832 + Penalty 2820.555250 = -473677.494583
  nChanged 8
		SP:Iteration 34Q (85355.530000 sec): 3 clusters
  Score: Raw -476500.260413 + Penalty 2820.555250 = -473679.705164
  nChanged 10
		SP:Iteration 35Q (85355.720000 sec): 3 clusters
  Score: Raw -476502.325893 + Penalty 2820.555250 = -473681.770644
  nChanged 10
		SP:Iteration 36Q (85355.860000 sec): 3 clusters
  Score: Raw -476504.128568 + Penalty 2820.555250 = -473683.573319
  nChanged 7
		SP:Iteration 37Q (85356.020000 sec): 3 clusters
  Score: Raw -476505.460767 + Penalty 2820.555250 = -473684.905518
  nChanged 1
		SP:Iteration 38Q (85356.160000 sec): 3 clusters
  Score: Raw -476505.517313 + Penalty 2820.555250 = -473684.962063
  nChanged 0
		SP:Iteration 39F (85356.310000 sec): 3 clusters
  Score: Raw -476505.517313 + Penalty 2820.555250 = -473684.962063
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 54 (25836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85356.560000 sec): 2 clusters
  Score: Raw -2113250.072908 + Penalty 1650.922674 = -2111599.150234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85356.820000 sec): 3 clusters
  Score: Raw -2097514.869336 + Penalty 3301.845348 = -2094213.023988
  nChanged 11811
		SP:Iteration 1F (85357.130000 sec): 3 clusters
  Score: Raw -2104129.144335 + Penalty 3301.845348 = -2100827.298987
  nChanged 1453
		SP:Iteration 2F (85357.420000 sec): 3 clusters
  Score: Raw -2104853.785693 + Penalty 3301.845348 = -2101551.940345
  nChanged 1528
		SP:Iteration 3F (85357.740000 sec): 3 clusters
  Score: Raw -2105770.789382 + Penalty 3301.845348 = -2102468.944034
  nChanged 1679
		SP:Iteration 4F (85358.080000 sec): 3 clusters
  Score: Raw -2106985.315662 + Penalty 3301.845348 = -2103683.470314
  nChanged 1916
		SP:Iteration 5F (85358.380000 sec): 3 clusters
  Score: Raw -2108477.361895 + Penalty 3301.845348 = -2105175.516548
  nChanged 1877
		SP:Iteration 6F (85358.700000 sec): 3 clusters
  Score: Raw -2109859.106356 + Penalty 3301.845348 = -2106557.261009
  nChanged 1605
		SP:Iteration 7F (85359.050000 sec): 3 clusters
  Score: Raw -2110867.174803 + Penalty 3301.845348 = -2107565.329455
  nChanged 1230
		SP:Iteration 8Q (85359.380000 sec): 3 clusters
  Score: Raw -2111488.864142 + Penalty 3301.845348 = -2108187.018794
  nChanged 907
		SP:Iteration 9Q (85359.630000 sec): 3 clusters
  Score: Raw -2111843.383751 + Penalty 3301.845348 = -2108541.538403
  nChanged 616
		SP:Iteration 10Q (85360.010000 sec): 3 clusters
  Score: Raw -2112050.631351 + Penalty 3301.845348 = -2108748.786003
  nChanged 477
		SP:Iteration 11Q (85360.300000 sec): 3 clusters
  Score: Raw -2112184.476623 + Penalty 3301.845348 = -2108882.631275
  nChanged 354
		SP:Iteration 12Q (85360.660000 sec): 3 clusters
  Score: Raw -2112268.015809 + Penalty 3301.845348 = -2108966.170461
  nChanged 272
		SP:Iteration 13Q (85360.960000 sec): 3 clusters
  Score: Raw -2112319.972927 + Penalty 3301.845348 = -2109018.127579
  nChanged 222
		SP:Iteration 14Q (85361.280000 sec): 3 clusters
  Score: Raw -2112358.825701 + Penalty 3301.845348 = -2109056.980353
  nChanged 189
		SP:Iteration 15Q (85361.580000 sec): 3 clusters
  Score: Raw -2112395.899336 + Penalty 3301.845348 = -2109094.053988
  nChanged 185
		SP:Iteration 16Q (85361.920000 sec): 3 clusters
  Score: Raw -2112433.864060 + Penalty 3301.845348 = -2109132.018712
  nChanged 183
		SP:Iteration 17Q (85362.210000 sec): 3 clusters
  Score: Raw -2112471.292608 + Penalty 3301.845348 = -2109169.447260
  nChanged 174
		SP:Iteration 18Q (85362.580000 sec): 3 clusters
  Score: Raw -2112509.578476 + Penalty 3301.845348 = -2109207.733128
  nChanged 177
		SP:Iteration 19Q (85362.960000 sec): 3 clusters
  Score: Raw -2112542.618476 + Penalty 3301.845348 = -2109240.773128
  nChanged 148
		SP:Iteration 20F (85363.260000 sec): 3 clusters
  Score: Raw -2112566.682908 + Penalty 3301.845348 = -2109264.837561
  nChanged 143
		SP:Iteration 21Q (85363.530000 sec): 3 clusters
  Score: Raw -2112591.663000 + Penalty 3301.845348 = -2109289.817652
  nChanged 138
		SP:Iteration 22Q (85363.870000 sec): 3 clusters
  Score: Raw -2112618.186756 + Penalty 3301.845348 = -2109316.341408
  nChanged 153
		SP:Iteration 23Q (85364.190000 sec): 3 clusters
  Score: Raw -2112647.784074 + Penalty 3301.845348 = -2109345.938726
  nChanged 153
		SP:Iteration 24Q (85364.520000 sec): 3 clusters
  Score: Raw -2112680.439352 + Penalty 3301.845348 = -2109378.594004
  nChanged 164
		SP:Iteration 25Q (85364.820000 sec): 3 clusters
  Score: Raw -2112710.744442 + Penalty 3301.845348 = -2109408.899094
  nChanged 151
		SP:Iteration 26Q (85365.140000 sec): 3 clusters
  Score: Raw -2112733.504452 + Penalty 3301.845348 = -2109431.659104
  nChanged 140
		SP:Iteration 27Q (85365.410000 sec): 3 clusters
  Score: Raw -2112755.216402 + Penalty 3301.845348 = -2109453.371054
  nChanged 141
		SP:Iteration 28Q (85365.720000 sec): 3 clusters
  Score: Raw -2112778.766458 + Penalty 3301.845348 = -2109476.921110
  nChanged 124
		SP:Iteration 29Q (85366.070000 sec): 3 clusters
  Score: Raw -2112799.057678 + Penalty 3301.845348 = -2109497.212330
  nChanged 122
		SP:Iteration 30Q (85366.400000 sec): 3 clusters
  Score: Raw -2112816.019889 + Penalty 3301.845348 = -2109514.174541
  nChanged 126
		SP:Iteration 31Q (85366.670000 sec): 3 clusters
  Score: Raw -2112836.101481 + Penalty 3301.845348 = -2109534.256133
  nChanged 117
		SP:Iteration 32Q (85367.060000 sec): 3 clusters
  Score: Raw -2112858.750446 + Penalty 3301.845348 = -2109556.905099
  nChanged 150
		SP:Iteration 33Q (85367.390000 sec): 3 clusters
  Score: Raw -2112888.414979 + Penalty 3301.845348 = -2109586.569631
  nChanged 143
		SP:Iteration 34Q (85367.730000 sec): 3 clusters
  Score: Raw -2112916.464605 + Penalty 3301.845348 = -2109614.619257
  nChanged 139
		SP:Iteration 35Q (85368.030000 sec): 3 clusters
  Score: Raw -2112947.971335 + Penalty 3301.845348 = -2109646.125987
  nChanged 140
		SP:Iteration 36Q (85368.360000 sec): 3 clusters
  Score: Raw -2112982.367621 + Penalty 3301.845348 = -2109680.522273
  nChanged 157
		SP:Iteration 37Q (85368.720000 sec): 3 clusters
  Score: Raw -2113019.034296 + Penalty 3301.845348 = -2109717.188949
  nChanged 163
		SP:Iteration 38Q (85369.080000 sec): 3 clusters
  Score: Raw -2113056.057949 + Penalty 3301.845348 = -2109754.212601
  nChanged 163
		SP:Iteration 39Q (85369.400000 sec): 3 clusters
  Score: Raw -2113096.873473 + Penalty 3301.845348 = -2109795.028125
  nChanged 181
		SP:Iteration 40F (85369.730000 sec): 3 clusters
  Score: Raw -2113136.824833 + Penalty 3301.845348 = -2109834.979486
  nChanged 170
		SP:Iteration 41Q (85370.090000 sec): 3 clusters
  Score: Raw -2113176.067503 + Penalty 3301.845348 = -2109874.222156
  nChanged 168
		SP:Iteration 42Q (85370.390000 sec): 3 clusters
  Score: Raw -2113209.537902 + Penalty 3301.845348 = -2109907.692554
  nChanged 170
		SP:Iteration 43Q (85370.710000 sec): 3 clusters
  Score: Raw -2113241.120057 + Penalty 3301.845348 = -2109939.274710
  nChanged 176
		SP:Iteration 44Q (85371.020000 sec): 3 clusters
  Score: Raw -2113273.018121 + Penalty 3301.845348 = -2109971.172773
  nChanged 138
		SP:Iteration 45Q (85371.360000 sec): 3 clusters
  Score: Raw -2113297.526355 + Penalty 3301.845348 = -2109995.681007
  nChanged 141
		SP:Iteration 46Q (85371.670000 sec): 3 clusters
  Score: Raw -2113323.997217 + Penalty 3301.845348 = -2110022.151869
  nChanged 159
		SP:Iteration 47Q (85371.950000 sec): 3 clusters
  Score: Raw -2113355.625970 + Penalty 3301.845348 = -2110053.780622
  nChanged 181
		SP:Iteration 48Q (85372.270000 sec): 3 clusters
  Score: Raw -2113391.218638 + Penalty 3301.845348 = -2110089.373290
  nChanged 163
		SP:Iteration 49Q (85372.570000 sec): 3 clusters
  Score: Raw -2113421.734207 + Penalty 3301.845348 = -2110119.888859
  nChanged 158
		SP:Iteration 50Q (85372.830000 sec): 3 clusters
  Score: Raw -2113451.203775 + Penalty 3301.845348 = -2110149.358427
  nChanged 164
		SP:Iteration 51Q (85373.170000 sec): 3 clusters
  Score: Raw -2113480.414261 + Penalty 3301.845348 = -2110178.568913
  nChanged 160
		SP:Iteration 52Q (85373.490000 sec): 3 clusters
  Score: Raw -2113508.703394 + Penalty 3301.845348 = -2110206.858046
  nChanged 140
		SP:Iteration 53Q (85373.790000 sec): 3 clusters
  Score: Raw -2113535.476809 + Penalty 3301.845348 = -2110233.631461
  nChanged 150
		SP:Iteration 54Q (85374.080000 sec): 3 clusters
  Score: Raw -2113564.106748 + Penalty 3301.845348 = -2110262.261400
  nChanged 152
		SP:Iteration 55Q (85374.390000 sec): 3 clusters
  Score: Raw -2113595.127124 + Penalty 3301.845348 = -2110293.281776
  nChanged 159
		SP:Iteration 56Q (85374.690000 sec): 3 clusters
  Score: Raw -2113628.253139 + Penalty 3301.845348 = -2110326.407791
  nChanged 151
		SP:Iteration 57Q (85375.000000 sec): 3 clusters
  Score: Raw -2113660.659486 + Penalty 3301.845348 = -2110358.814138
  nChanged 137
		SP:Iteration 58Q (85375.280000 sec): 3 clusters
  Score: Raw -2113685.908550 + Penalty 3301.845348 = -2110384.063202
  nChanged 130
		SP:Iteration 59Q (85375.600000 sec): 3 clusters
  Score: Raw -2113712.990889 + Penalty 3301.845348 = -2110411.145542
  nChanged 141
		SP:Iteration 60F (85375.890000 sec): 3 clusters
  Score: Raw -2113738.003227 + Penalty 3301.845348 = -2110436.157879
  nChanged 134
		SP:Iteration 61Q (85376.230000 sec): 3 clusters
  Score: Raw -2113765.907832 + Penalty 3301.845348 = -2110464.062484
  nChanged 129
		SP:Iteration 62Q (85376.550000 sec): 3 clusters
  Score: Raw -2113794.580883 + Penalty 3301.845348 = -2110492.735535
  nChanged 138
		SP:Iteration 63Q (85376.840000 sec): 3 clusters
  Score: Raw -2113825.949119 + Penalty 3301.845348 = -2110524.103771
  nChanged 132
		SP:Iteration 64Q (85377.130000 sec): 3 clusters
  Score: Raw -2113852.374324 + Penalty 3301.845348 = -2110550.528977
  nChanged 128
		SP:Iteration 65Q (85377.460000 sec): 3 clusters
  Score: Raw -2113879.202581 + Penalty 3301.845348 = -2110577.357233
  nChanged 120
		SP:Iteration 66Q (85377.780000 sec): 3 clusters
  Score: Raw -2113900.662802 + Penalty 3301.845348 = -2110598.817454
  nChanged 91
		SP:Iteration 67Q (85378.050000 sec): 3 clusters
  Score: Raw -2113918.763758 + Penalty 3301.845348 = -2110616.918410
  nChanged 107
		SP:Iteration 68Q (85378.360000 sec): 3 clusters
  Score: Raw -2113943.878938 + Penalty 3301.845348 = -2110642.033590
  nChanged 105
		SP:Iteration 69Q (85378.670000 sec): 3 clusters
  Score: Raw -2113966.914215 + Penalty 3301.845348 = -2110665.068867
  nChanged 87
		SP:Iteration 70Q (85378.930000 sec): 3 clusters
  Score: Raw -2113986.000272 + Penalty 3301.845348 = -2110684.154925
  nChanged 77
		SP:Iteration 71Q (85379.220000 sec): 3 clusters
  Score: Raw -2114003.303805 + Penalty 3301.845348 = -2110701.458458
  nChanged 83
		SP:Iteration 72Q (85379.490000 sec): 3 clusters
  Score: Raw -2114020.090724 + Penalty 3301.845348 = -2110718.245376
  nChanged 91
		SP:Iteration 73Q (85379.800000 sec): 3 clusters
  Score: Raw -2114040.140933 + Penalty 3301.845348 = -2110738.295585
  nChanged 101
		SP:Iteration 74Q (85380.090000 sec): 3 clusters
  Score: Raw -2114064.418157 + Penalty 3301.845348 = -2110762.572809
  nChanged 78
		SP:Iteration 75Q (85380.320000 sec): 3 clusters
  Score: Raw -2114082.706671 + Penalty 3301.845348 = -2110780.861323
  nChanged 84
		SP:Iteration 76Q (85380.600000 sec): 3 clusters
  Score: Raw -2114098.462048 + Penalty 3301.845348 = -2110796.616700
  nChanged 64
		SP:Iteration 77Q (85380.880000 sec): 3 clusters
  Score: Raw -2114110.628247 + Penalty 3301.845348 = -2110808.782899
  nChanged 47
		SP:Iteration 78Q (85381.200000 sec): 3 clusters
  Score: Raw -2114121.573352 + Penalty 3301.845348 = -2110819.728004
  nChanged 50
		SP:Iteration 79Q (85381.490000 sec): 3 clusters
  Score: Raw -2114131.928225 + Penalty 3301.845348 = -2110830.082878
  nChanged 48
		SP:Iteration 80F (85381.740000 sec): 3 clusters
  Score: Raw -2114139.965572 + Penalty 3301.845348 = -2110838.120224
  nChanged 45
		SP:Iteration 81Q (85382.030000 sec): 3 clusters
  Score: Raw -2114147.828242 + Penalty 3301.845348 = -2110845.982894
  nChanged 43
		SP:Iteration 82Q (85382.340000 sec): 3 clusters
  Score: Raw -2114154.138494 + Penalty 3301.845348 = -2110852.293146
  nChanged 38
		SP:Iteration 83Q (85382.610000 sec): 3 clusters
  Score: Raw -2114160.095525 + Penalty 3301.845348 = -2110858.250177
  nChanged 36
		SP:Iteration 84Q (85382.870000 sec): 3 clusters
  Score: Raw -2114167.215081 + Penalty 3301.845348 = -2110865.369733
  nChanged 40
		SP:Iteration 85Q (85383.100000 sec): 3 clusters
  Score: Raw -2114174.169770 + Penalty 3301.845348 = -2110872.324422
  nChanged 33
		SP:Iteration 86Q (85383.400000 sec): 3 clusters
  Score: Raw -2114180.609854 + Penalty 3301.845348 = -2110878.764506
  nChanged 42
		SP:Iteration 87Q (85383.730000 sec): 3 clusters
  Score: Raw -2114187.576206 + Penalty 3301.845348 = -2110885.730859
  nChanged 28
		SP:Iteration 88Q (85384.050000 sec): 3 clusters
  Score: Raw -2114192.690269 + Penalty 3301.845348 = -2110890.844921
  nChanged 32
		SP:Iteration 89Q (85384.270000 sec): 3 clusters
  Score: Raw -2114199.380958 + Penalty 3301.845348 = -2110897.535611
  nChanged 41
		SP:Iteration 90Q (85384.560000 sec): 3 clusters
  Score: Raw -2114207.352452 + Penalty 3301.845348 = -2110905.507104
  nChanged 32
		SP:Iteration 91Q (85384.840000 sec): 3 clusters
  Score: Raw -2114214.366822 + Penalty 3301.845348 = -2110912.521474
  nChanged 37
		SP:Iteration 92Q (85385.120000 sec): 3 clusters
  Score: Raw -2114222.817146 + Penalty 3301.845348 = -2110920.971798
  nChanged 32
		SP:Iteration 93Q (85385.400000 sec): 3 clusters
  Score: Raw -2114230.273358 + Penalty 3301.845348 = -2110928.428010
  nChanged 31
		SP:Iteration 94Q (85385.680000 sec): 3 clusters
  Score: Raw -2114238.199849 + Penalty 3301.845348 = -2110936.354501
  nChanged 44
		SP:Iteration 95Q (85385.990000 sec): 3 clusters
  Score: Raw -2114249.018372 + Penalty 3301.845348 = -2110947.173024
  nChanged 60
		SP:Iteration 96Q (85386.310000 sec): 3 clusters
  Score: Raw -2114259.262835 + Penalty 3301.845348 = -2110957.417487
  nChanged 43
		SP:Iteration 97Q (85386.590000 sec): 3 clusters
  Score: Raw -2114266.881033 + Penalty 3301.845348 = -2110965.035685
  nChanged 35
		SP:Iteration 98Q (85386.900000 sec): 3 clusters
  Score: Raw -2114271.906499 + Penalty 3301.845348 = -2110970.061151
  nChanged 26
		SP:Iteration 99Q (85387.230000 sec): 3 clusters
  Score: Raw -2114276.156866 + Penalty 3301.845348 = -2110974.311518
  nChanged 26
		SP:Iteration 100F (85387.510000 sec): 3 clusters
  Score: Raw -2114279.561124 + Penalty 3301.845348 = -2110977.715776
  nChanged 18
		SP:Iteration 101Q (85387.840000 sec): 3 clusters
  Score: Raw -2114282.258233 + Penalty 3301.845348 = -2110980.412885
  nChanged 15
		SP:Iteration 102Q (85388.150000 sec): 3 clusters
  Score: Raw -2114284.470240 + Penalty 3301.845348 = -2110982.624893
  nChanged 15
		SP:Iteration 103Q (85388.450000 sec): 3 clusters
  Score: Raw -2114286.216948 + Penalty 3301.845348 = -2110984.371601
  nChanged 8
		SP:Iteration 104Q (85388.750000 sec): 3 clusters
  Score: Raw -2114286.911999 + Penalty 3301.845348 = -2110985.066651
  nChanged 8
		SP:Iteration 105Q (85389.070000 sec): 3 clusters
  Score: Raw -2114287.556814 + Penalty 3301.845348 = -2110985.711466
  nChanged 7
		SP:Iteration 106Q (85389.340000 sec): 3 clusters
  Score: Raw -2114288.663867 + Penalty 3301.845348 = -2110986.818519
  nChanged 10
		SP:Iteration 107Q (85389.590000 sec): 3 clusters
  Score: Raw -2114290.842574 + Penalty 3301.845348 = -2110988.997226
  nChanged 12
		SP:Iteration 108Q (85389.850000 sec): 3 clusters
  Score: Raw -2114292.743612 + Penalty 3301.845348 = -2110990.898264
  nChanged 11
		SP:Iteration 109Q (85390.110000 sec): 3 clusters
  Score: Raw -2114295.121154 + Penalty 3301.845348 = -2110993.275806
  nChanged 11
		SP:Iteration 110Q (85390.440000 sec): 3 clusters
  Score: Raw -2114297.343405 + Penalty 3301.845348 = -2110995.498057
  nChanged 13
		SP:Iteration 111Q (85390.760000 sec): 3 clusters
  Score: Raw -2114300.302006 + Penalty 3301.845348 = -2110998.456659
  nChanged 23
		SP:Iteration 112Q (85391.050000 sec): 3 clusters
  Score: Raw -2114303.859409 + Penalty 3301.845348 = -2111002.014062
  nChanged 17
		SP:Iteration 113Q (85391.300000 sec): 3 clusters
  Score: Raw -2114307.458424 + Penalty 3301.845348 = -2111005.613076
  nChanged 13
		SP:Iteration 114Q (85391.630000 sec): 3 clusters
  Score: Raw -2114309.711559 + Penalty 3301.845348 = -2111007.866211
  nChanged 17
		SP:Iteration 115Q (85391.900000 sec): 3 clusters
  Score: Raw -2114312.434659 + Penalty 3301.845348 = -2111010.589311
  nChanged 15
		SP:Iteration 116Q (85392.180000 sec): 3 clusters
  Score: Raw -2114315.692537 + Penalty 3301.845348 = -2111013.847190
  nChanged 19
		SP:Iteration 117Q (85392.500000 sec): 3 clusters
  Score: Raw -2114318.726814 + Penalty 3301.845348 = -2111016.881467
  nChanged 13
		SP:Iteration 118Q (85392.780000 sec): 3 clusters
  Score: Raw -2114320.570286 + Penalty 3301.845348 = -2111018.724938
  nChanged 12
		SP:Iteration 119Q (85393.090000 sec): 3 clusters
  Score: Raw -2114322.286625 + Penalty 3301.845348 = -2111020.441277
  nChanged 10
		SP:Iteration 120F (85393.380000 sec): 3 clusters
  Score: Raw -2114323.545875 + Penalty 3301.845348 = -2111021.700527
  nChanged 8
		SP:Iteration 121Q (85393.630000 sec): 3 clusters
  Score: Raw -2114324.377336 + Penalty 3301.845348 = -2111022.531988
  nChanged 6
		SP:Iteration 122Q (85393.930000 sec): 3 clusters
  Score: Raw -2114325.207460 + Penalty 3301.845348 = -2111023.362112
  nChanged 5
		SP:Iteration 123Q (85394.260000 sec): 3 clusters
  Score: Raw -2114325.885082 + Penalty 3301.845348 = -2111024.039734
  nChanged 4
		SP:Iteration 124Q (85394.550000 sec): 3 clusters
  Score: Raw -2114326.319740 + Penalty 3301.845348 = -2111024.474392
  nChanged 2
		SP:Iteration 125Q (85394.820000 sec): 3 clusters
  Score: Raw -2114326.855726 + Penalty 3301.845348 = -2111025.010378
  nChanged 3
		SP:Iteration 126Q (85395.160000 sec): 3 clusters
  Score: Raw -2114327.195684 + Penalty 3301.845348 = -2111025.350336
  nChanged 3
		SP:Iteration 127Q (85395.430000 sec): 3 clusters
  Score: Raw -2114327.437522 + Penalty 3301.845348 = -2111025.592174
  nChanged 2
		SP:Iteration 128Q (85395.720000 sec): 3 clusters
  Score: Raw -2114327.584230 + Penalty 3301.845348 = -2111025.738882
  nChanged 0
		SP:Iteration 129F (85396.050000 sec): 3 clusters
  Score: Raw -2114327.584230 + Penalty 3301.845348 = -2111025.738882
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 55 (3871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85396.120000 sec): 2 clusters
  Score: Raw -289601.824730 + Penalty 1342.456074 = -288259.368656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85396.280000 sec): 3 clusters
  Score: Raw -287751.432629 + Penalty 2684.912149 = -285066.520480
  nChanged 1485
		SP:Iteration 1F (85396.430000 sec): 3 clusters
  Score: Raw -288683.551317 + Penalty 2684.912149 = -285998.639168
  nChanged 337
		SP:Iteration 2F (85396.550000 sec): 3 clusters
  Score: Raw -288909.214058 + Penalty 2684.912149 = -286224.301909
  nChanged 216
		SP:Iteration 3F (85396.700000 sec): 3 clusters
  Score: Raw -289036.477363 + Penalty 2684.912149 = -286351.565214
  nChanged 161
		SP:Iteration 4Q (85396.890000 sec): 3 clusters
  Score: Raw -289141.114558 + Penalty 2684.912149 = -286456.202409
  nChanged 155
		SP:Iteration 5Q (85397.080000 sec): 3 clusters
  Score: Raw -289235.246963 + Penalty 2684.912149 = -286550.334814
  nChanged 145
		SP:Iteration 6Q (85397.230000 sec): 3 clusters
  Score: Raw -289319.050822 + Penalty 2684.912149 = -286634.138673
  nChanged 128
		SP:Iteration 7Q (85397.400000 sec): 3 clusters
  Score: Raw -289397.037418 + Penalty 2684.912149 = -286712.125269
  nChanged 129
		SP:Iteration 8Q (85397.570000 sec): 3 clusters
  Score: Raw -289481.292664 + Penalty 2684.912149 = -286796.380515
  nChanged 122
		SP:Iteration 9Q (85397.720000 sec): 3 clusters
  Score: Raw -289567.745268 + Penalty 2684.912149 = -286882.833119
  nChanged 118
		SP:Iteration 10Q (85397.890000 sec): 3 clusters
  Score: Raw -289652.136817 + Penalty 2684.912149 = -286967.224668
  nChanged 119
		SP:Iteration 11Q (85398.080000 sec): 3 clusters
  Score: Raw -289726.292622 + Penalty 2684.912149 = -287041.380473
  nChanged 101
		SP:Iteration 12Q (85398.220000 sec): 3 clusters
  Score: Raw -289806.223003 + Penalty 2684.912149 = -287121.310854
  nChanged 112
		SP:Iteration 13Q (85398.380000 sec): 3 clusters
  Score: Raw -289891.763958 + Penalty 2684.912149 = -287206.851809
  nChanged 92
		SP:Iteration 14Q (85398.560000 sec): 3 clusters
  Score: Raw -289955.893015 + Penalty 2684.912149 = -287270.980866
  nChanged 85
		SP:Iteration 15Q (85398.690000 sec): 3 clusters
  Score: Raw -290012.594119 + Penalty 2684.912149 = -287327.681970
  nChanged 81
		SP:Iteration 16Q (85398.850000 sec): 3 clusters
  Score: Raw -290056.255772 + Penalty 2684.912149 = -287371.343623
  nChanged 57
		SP:Iteration 17Q (85399.080000 sec): 3 clusters
  Score: Raw -290082.457654 + Penalty 2684.912149 = -287397.545505
  nChanged 41
		SP:Iteration 18Q (85399.230000 sec): 3 clusters
  Score: Raw -290100.126981 + Penalty 2684.912149 = -287415.214832
  nChanged 25
		SP:Iteration 19Q (85399.390000 sec): 3 clusters
  Score: Raw -290109.663327 + Penalty 2684.912149 = -287424.751178
  nChanged 26
		SP:Iteration 20F (85399.510000 sec): 3 clusters
  Score: Raw -290116.939888 + Penalty 2684.912149 = -287432.027739
  nChanged 18
		SP:Iteration 21Q (85399.680000 sec): 3 clusters
  Score: Raw -290121.739911 + Penalty 2684.912149 = -287436.827762
  nChanged 10
		SP:Iteration 22Q (85399.810000 sec): 3 clusters
  Score: Raw -290124.390152 + Penalty 2684.912149 = -287439.478003
  nChanged 9
		SP:Iteration 23Q (85399.950000 sec): 3 clusters
  Score: Raw -290127.034330 + Penalty 2684.912149 = -287442.122181
  nChanged 15
		SP:Iteration 24Q (85400.090000 sec): 3 clusters
  Score: Raw -290130.451416 + Penalty 2684.912149 = -287445.539267
  nChanged 6
		SP:Iteration 25Q (85400.250000 sec): 3 clusters
  Score: Raw -290132.262857 + Penalty 2684.912149 = -287447.350708
  nChanged 5
		SP:Iteration 26Q (85400.380000 sec): 3 clusters
  Score: Raw -290133.306296 + Penalty 2684.912149 = -287448.394147
  nChanged 4
		SP:Iteration 27Q (85400.520000 sec): 3 clusters
  Score: Raw -290134.178322 + Penalty 2684.912149 = -287449.266173
  nChanged 6
		SP:Iteration 28Q (85400.690000 sec): 3 clusters
  Score: Raw -290136.081793 + Penalty 2684.912149 = -287451.169644
  nChanged 15
		SP:Iteration 29Q (85400.880000 sec): 3 clusters
  Score: Raw -290139.605826 + Penalty 2684.912149 = -287454.693677
  nChanged 12
		SP:Iteration 30Q (85401.010000 sec): 3 clusters
  Score: Raw -290142.300262 + Penalty 2684.912149 = -287457.388114
  nChanged 9
		SP:Iteration 31Q (85401.190000 sec): 3 clusters
  Score: Raw -290145.315933 + Penalty 2684.912149 = -287460.403784
  nChanged 15
		SP:Iteration 32Q (85401.320000 sec): 3 clusters
  Score: Raw -290148.972682 + Penalty 2684.912149 = -287464.060533
  nChanged 8
		SP:Iteration 33Q (85401.430000 sec): 3 clusters
  Score: Raw -290151.502137 + Penalty 2684.912149 = -287466.589988
  nChanged 9
		SP:Iteration 34Q (85401.580000 sec): 3 clusters
  Score: Raw -290153.690724 + Penalty 2684.912149 = -287468.778575
  nChanged 7
		SP:Iteration 35Q (85401.730000 sec): 3 clusters
  Score: Raw -290155.823141 + Penalty 2684.912149 = -287470.910992
  nChanged 11
		SP:Iteration 36Q (85401.890000 sec): 3 clusters
  Score: Raw -290159.135416 + Penalty 2684.912149 = -287474.223267
  nChanged 11
		SP:Iteration 37Q (85402.100000 sec): 3 clusters
  Score: Raw -290162.495044 + Penalty 2684.912149 = -287477.582895
  nChanged 22
		SP:Iteration 38Q (85402.290000 sec): 3 clusters
  Score: Raw -290170.514472 + Penalty 2684.912149 = -287485.602323
  nChanged 24
		SP:Iteration 39Q (85402.440000 sec): 3 clusters
  Score: Raw -290180.605790 + Penalty 2684.912149 = -287495.693641
  nChanged 30
		SP:Iteration 40F (85402.540000 sec): 3 clusters
  Score: Raw -290191.756084 + Penalty 2684.912149 = -287506.843935
  nChanged 26
		SP:Iteration 41Q (85402.630000 sec): 3 clusters
  Score: Raw -290204.060413 + Penalty 2684.912149 = -287519.148264
  nChanged 29
		SP:Iteration 42Q (85402.730000 sec): 3 clusters
  Score: Raw -290217.283328 + Penalty 2684.912149 = -287532.371179
  nChanged 28
		SP:Iteration 43Q (85402.910000 sec): 3 clusters
  Score: Raw -290227.975449 + Penalty 2684.912149 = -287543.063300
  nChanged 29
		SP:Iteration 44Q (85403.000000 sec): 3 clusters
  Score: Raw -290245.799885 + Penalty 2684.912149 = -287560.887736
  nChanged 35
		SP:Iteration 45Q (85403.140000 sec): 3 clusters
  Score: Raw -290268.679637 + Penalty 2684.912149 = -287583.767488
  nChanged 30
		SP:Iteration 46Q (85403.270000 sec): 3 clusters
  Score: Raw -290288.086913 + Penalty 2684.912149 = -287603.174764
  nChanged 28
		SP:Iteration 47Q (85403.470000 sec): 3 clusters
  Score: Raw -290305.411813 + Penalty 2684.912149 = -287620.499664
  nChanged 27
		SP:Iteration 48Q (85403.670000 sec): 3 clusters
  Score: Raw -290321.269579 + Penalty 2684.912149 = -287636.357430
  nChanged 14
		SP:Iteration 49Q (85403.860000 sec): 3 clusters
  Score: Raw -290328.711037 + Penalty 2684.912149 = -287643.798888
  nChanged 19
		SP:Iteration 50Q (85403.990000 sec): 3 clusters
  Score: Raw -290335.339791 + Penalty 2684.912149 = -287650.427642
  nChanged 12
		SP:Iteration 51Q (85404.130000 sec): 3 clusters
  Score: Raw -290339.727577 + Penalty 2684.912149 = -287654.815428
  nChanged 8
		SP:Iteration 52Q (85404.230000 sec): 3 clusters
  Score: Raw -290343.412156 + Penalty 2684.912149 = -287658.500007
  nChanged 10
		SP:Iteration 53Q (85404.330000 sec): 3 clusters
  Score: Raw -290348.350685 + Penalty 2684.912149 = -287663.438536
  nChanged 10
		SP:Iteration 54Q (85404.490000 sec): 3 clusters
  Score: Raw -290352.355550 + Penalty 2684.912149 = -287667.443401
  nChanged 4
		SP:Iteration 55Q (85404.660000 sec): 3 clusters
  Score: Raw -290353.065061 + Penalty 2684.912149 = -287668.152913
  nChanged 4
		SP:Iteration 56Q (85404.850000 sec): 3 clusters
  Score: Raw -290355.262443 + Penalty 2684.912149 = -287670.350294
  nChanged 5
		SP:Iteration 57Q (85404.990000 sec): 3 clusters
  Score: Raw -290356.729476 + Penalty 2684.912149 = -287671.817327
  nChanged 4
		SP:Iteration 58Q (85405.160000 sec): 3 clusters
  Score: Raw -290357.564782 + Penalty 2684.912149 = -287672.652633
  nChanged 2
		SP:Iteration 59Q (85405.300000 sec): 3 clusters
  Score: Raw -290358.058443 + Penalty 2684.912149 = -287673.146294
  nChanged 2
		SP:Iteration 60F (85405.490000 sec): 3 clusters
  Score: Raw -290358.558777 + Penalty 2684.912149 = -287673.646628
  nChanged 2
		SP:Iteration 61Q (85405.690000 sec): 3 clusters
  Score: Raw -290359.488628 + Penalty 2684.912149 = -287674.576479
  nChanged 0
		SP:Iteration 62F (85405.830000 sec): 3 clusters
  Score: Raw -290359.488628 + Penalty 2684.912149 = -287674.576479
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 56 (4871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85405.900000 sec): 2 clusters
  Score: Raw -357725.224697 + Penalty 1379.796362 = -356345.428335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85406.100000 sec): 3 clusters
  Score: Raw -355213.623228 + Penalty 2759.592723 = -352454.030505
  nChanged 1974
		SP:Iteration 1F (85406.270000 sec): 3 clusters
  Score: Raw -356508.830081 + Penalty 2759.592723 = -353749.237357
  nChanged 449
		SP:Iteration 2F (85406.440000 sec): 3 clusters
  Score: Raw -356867.100746 + Penalty 2759.592723 = -354107.508022
  nChanged 349
		SP:Iteration 3F (85406.610000 sec): 3 clusters
  Score: Raw -357185.887285 + Penalty 2759.592723 = -354426.294561
  nChanged 327
		SP:Iteration 4F (85406.760000 sec): 3 clusters
  Score: Raw -357527.343847 + Penalty 2759.592723 = -354767.751123
  nChanged 304
		SP:Iteration 5F (85406.920000 sec): 3 clusters
  Score: Raw -357833.169603 + Penalty 2759.592723 = -355073.576880
  nChanged 251
		SP:Iteration 6F (85407.110000 sec): 3 clusters
  Score: Raw -358024.887102 + Penalty 2759.592723 = -355265.294379
  nChanged 181
		SP:Iteration 7Q (85407.320000 sec): 3 clusters
  Score: Raw -358124.187097 + Penalty 2759.592723 = -355364.594373
  nChanged 130
		SP:Iteration 8Q (85407.480000 sec): 3 clusters
  Score: Raw -358186.802083 + Penalty 2759.592723 = -355427.209360
  nChanged 97
		SP:Iteration 9Q (85407.690000 sec): 3 clusters
  Score: Raw -358244.316417 + Penalty 2759.592723 = -355484.723693
  nChanged 100
		SP:Iteration 10Q (85407.870000 sec): 3 clusters
  Score: Raw -358304.608556 + Penalty 2759.592723 = -355545.015833
  nChanged 91
		SP:Iteration 11Q (85408.020000 sec): 3 clusters
  Score: Raw -358349.885798 + Penalty 2759.592723 = -355590.293075
  nChanged 80
		SP:Iteration 12Q (85408.200000 sec): 3 clusters
  Score: Raw -358397.365780 + Penalty 2759.592723 = -355637.773057
  nChanged 72
		SP:Iteration 13Q (85408.330000 sec): 3 clusters
  Score: Raw -358437.793256 + Penalty 2759.592723 = -355678.200533
  nChanged 67
		SP:Iteration 14Q (85408.500000 sec): 3 clusters
  Score: Raw -358468.764901 + Penalty 2759.592723 = -355709.172177
  nChanged 55
		SP:Iteration 15Q (85408.680000 sec): 3 clusters
  Score: Raw -358490.517459 + Penalty 2759.592723 = -355730.924735
  nChanged 42
		SP:Iteration 16Q (85408.820000 sec): 3 clusters
  Score: Raw -358506.516209 + Penalty 2759.592723 = -355746.923485
  nChanged 43
		SP:Iteration 17Q (85409.020000 sec): 3 clusters
  Score: Raw -358525.746850 + Penalty 2759.592723 = -355766.154127
  nChanged 38
		SP:Iteration 18Q (85409.220000 sec): 3 clusters
  Score: Raw -358544.011157 + Penalty 2759.592723 = -355784.418433
  nChanged 38
		SP:Iteration 19Q (85409.360000 sec): 3 clusters
  Score: Raw -358559.042852 + Penalty 2759.592723 = -355799.450128
  nChanged 28
		SP:Iteration 20F (85409.580000 sec): 3 clusters
  Score: Raw -358568.097591 + Penalty 2759.592723 = -355808.504868
  nChanged 19
		SP:Iteration 21Q (85409.740000 sec): 3 clusters
  Score: Raw -358573.735366 + Penalty 2759.592723 = -355814.142642
  nChanged 11
		SP:Iteration 22Q (85409.920000 sec): 3 clusters
  Score: Raw -358576.119158 + Penalty 2759.592723 = -355816.526434
  nChanged 13
		SP:Iteration 23Q (85410.110000 sec): 3 clusters
  Score: Raw -358579.150288 + Penalty 2759.592723 = -355819.557565
  nChanged 9
		SP:Iteration 24Q (85410.270000 sec): 3 clusters
  Score: Raw -358580.979747 + Penalty 2759.592723 = -355821.387024
  nChanged 8
		SP:Iteration 25Q (85410.450000 sec): 3 clusters
  Score: Raw -358583.571357 + Penalty 2759.592723 = -355823.978634
  nChanged 14
		SP:Iteration 26Q (85410.640000 sec): 3 clusters
  Score: Raw -358586.001629 + Penalty 2759.592723 = -355826.408905
  nChanged 5
		SP:Iteration 27Q (85410.850000 sec): 3 clusters
  Score: Raw -358587.249206 + Penalty 2759.592723 = -355827.656482
  nChanged 8
		SP:Iteration 28Q (85411.000000 sec): 3 clusters
  Score: Raw -358589.502249 + Penalty 2759.592723 = -355829.909525
  nChanged 6
		SP:Iteration 29Q (85411.190000 sec): 3 clusters
  Score: Raw -358590.641025 + Penalty 2759.592723 = -355831.048302
  nChanged 3
		SP:Iteration 30Q (85411.410000 sec): 3 clusters
  Score: Raw -358591.363801 + Penalty 2759.592723 = -355831.771077
  nChanged 7
		SP:Iteration 31Q (85411.570000 sec): 3 clusters
  Score: Raw -358593.231599 + Penalty 2759.592723 = -355833.638875
  nChanged 8
		SP:Iteration 32Q (85411.740000 sec): 3 clusters
  Score: Raw -358594.670569 + Penalty 2759.592723 = -355835.077846
  nChanged 4
		SP:Iteration 33Q (85411.900000 sec): 3 clusters
  Score: Raw -358596.108411 + Penalty 2759.592723 = -355836.515687
  nChanged 5
		SP:Iteration 34Q (85412.070000 sec): 3 clusters
  Score: Raw -358597.187264 + Penalty 2759.592723 = -355837.594540
  nChanged 3
		SP:Iteration 35Q (85412.200000 sec): 3 clusters
  Score: Raw -358598.415214 + Penalty 2759.592723 = -355838.822491
  nChanged 6
		SP:Iteration 36Q (85412.350000 sec): 3 clusters
  Score: Raw -358600.051951 + Penalty 2759.592723 = -355840.459227
  nChanged 7
		SP:Iteration 37Q (85412.530000 sec): 3 clusters
  Score: Raw -358601.509743 + Penalty 2759.592723 = -355841.917020
  nChanged 5
		SP:Iteration 38Q (85412.640000 sec): 3 clusters
  Score: Raw -358602.824484 + Penalty 2759.592723 = -355843.231761
  nChanged 2
		SP:Iteration 39Q (85412.850000 sec): 3 clusters
  Score: Raw -358603.944860 + Penalty 2759.592723 = -355844.352136
  nChanged 6
		SP:Iteration 40F (85412.980000 sec): 3 clusters
  Score: Raw -358605.296655 + Penalty 2759.592723 = -355845.703931
  nChanged 8
		SP:Iteration 41Q (85413.140000 sec): 3 clusters
  Score: Raw -358608.083149 + Penalty 2759.592723 = -355848.490425
  nChanged 6
		SP:Iteration 42Q (85413.270000 sec): 3 clusters
  Score: Raw -358609.388381 + Penalty 2759.592723 = -355849.795657
  nChanged 7
		SP:Iteration 43Q (85413.420000 sec): 3 clusters
  Score: Raw -358611.341821 + Penalty 2759.592723 = -355851.749098
  nChanged 9
		SP:Iteration 44Q (85413.580000 sec): 3 clusters
  Score: Raw -358614.374329 + Penalty 2759.592723 = -355854.781605
  nChanged 11
		SP:Iteration 45Q (85413.750000 sec): 3 clusters
  Score: Raw -358618.730622 + Penalty 2759.592723 = -355859.137898
  nChanged 20
		SP:Iteration 46Q (85413.940000 sec): 3 clusters
  Score: Raw -358625.306813 + Penalty 2759.592723 = -355865.714089
  nChanged 18
		SP:Iteration 47Q (85414.100000 sec): 3 clusters
  Score: Raw -358632.453498 + Penalty 2759.592723 = -355872.860775
  nChanged 13
		SP:Iteration 48Q (85414.240000 sec): 3 clusters
  Score: Raw -358636.398342 + Penalty 2759.592723 = -355876.805618
  nChanged 6
		SP:Iteration 49Q (85414.420000 sec): 3 clusters
  Score: Raw -358639.120035 + Penalty 2759.592723 = -355879.527312
  nChanged 10
		SP:Iteration 50Q (85414.610000 sec): 3 clusters
  Score: Raw -358641.803922 + Penalty 2759.592723 = -355882.211198
  nChanged 9
		SP:Iteration 51Q (85414.740000 sec): 3 clusters
  Score: Raw -358645.226812 + Penalty 2759.592723 = -355885.634089
  nChanged 11
		SP:Iteration 52Q (85414.920000 sec): 3 clusters
  Score: Raw -358648.117332 + Penalty 2759.592723 = -355888.524609
  nChanged 9
		SP:Iteration 53Q (85415.090000 sec): 3 clusters
  Score: Raw -358650.247752 + Penalty 2759.592723 = -355890.655029
  nChanged 11
		SP:Iteration 54Q (85415.260000 sec): 3 clusters
  Score: Raw -358652.723162 + Penalty 2759.592723 = -355893.130438
  nChanged 7
		SP:Iteration 55Q (85415.430000 sec): 3 clusters
  Score: Raw -358654.826348 + Penalty 2759.592723 = -355895.233624
  nChanged 3
		SP:Iteration 56Q (85415.650000 sec): 3 clusters
  Score: Raw -358655.415155 + Penalty 2759.592723 = -355895.822431
  nChanged 2
		SP:Iteration 57Q (85415.820000 sec): 3 clusters
  Score: Raw -358655.863798 + Penalty 2759.592723 = -355896.271074
  nChanged 1
		SP:Iteration 58Q (85416.000000 sec): 3 clusters
  Score: Raw -358656.170815 + Penalty 2759.592723 = -355896.578092
  nChanged 4
		SP:Iteration 59Q (85416.230000 sec): 3 clusters
  Score: Raw -358656.824640 + Penalty 2759.592723 = -355897.231916
  nChanged 3
		SP:Iteration 60F (85416.390000 sec): 3 clusters
  Score: Raw -358657.330672 + Penalty 2759.592723 = -355897.737948
  nChanged 5
		SP:Iteration 61Q (85416.500000 sec): 3 clusters
  Score: Raw -358658.722627 + Penalty 2759.592723 = -355899.129903
  nChanged 5
		SP:Iteration 62Q (85416.680000 sec): 3 clusters
  Score: Raw -358659.404571 + Penalty 2759.592723 = -355899.811848
  nChanged 5
		SP:Iteration 63Q (85416.870000 sec): 3 clusters
  Score: Raw -358660.278390 + Penalty 2759.592723 = -355900.685666
  nChanged 5
		SP:Iteration 64Q (85417.060000 sec): 3 clusters
  Score: Raw -358661.452280 + Penalty 2759.592723 = -355901.859557
  nChanged 3
		SP:Iteration 65Q (85417.250000 sec): 3 clusters
  Score: Raw -358662.116215 + Penalty 2759.592723 = -355902.523491
  nChanged 2
		SP:Iteration 66Q (85417.430000 sec): 3 clusters
  Score: Raw -358662.561915 + Penalty 2759.592723 = -355902.969191
  nChanged 1
		SP:Iteration 67Q (85417.570000 sec): 3 clusters
  Score: Raw -358662.613547 + Penalty 2759.592723 = -355903.020824
  nChanged 0
		SP:Iteration 68F (85417.720000 sec): 3 clusters
  Score: Raw -358662.613547 + Penalty 2759.592723 = -355903.020824
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 57 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85417.860000 sec): 2 clusters
  Score: Raw -30630.179858 + Penalty 960.504455 = -29669.675403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85417.960000 sec): 3 clusters
  Score: Raw -30611.790473 + Penalty 1921.008909 = -28690.781564
  nChanged 69
		SP:Iteration 1F (85418.060000 sec): 3 clusters
  Score: Raw -30729.542095 + Penalty 1921.008909 = -28808.533186
  nChanged 28
		SP:Iteration 2F (85418.230000 sec): 3 clusters
  Score: Raw -30797.518006 + Penalty 1921.008909 = -28876.509097
  nChanged 9
		SP:Iteration 3Q (85418.350000 sec): 3 clusters
  Score: Raw -30820.357133 + Penalty 1921.008909 = -28899.348223
  nChanged 3
		SP:Iteration 4Q (85418.500000 sec): 3 clusters
  Score: Raw -30825.623352 + Penalty 1921.008909 = -28904.614442
  nChanged 3
		SP:Iteration 5Q (85418.620000 sec): 3 clusters
  Score: Raw -30830.404656 + Penalty 1921.008909 = -28909.395746
  nChanged 0
		SP:Iteration 6F (85418.780000 sec): 3 clusters
  Score: Raw -30830.404656 + Penalty 1921.008909 = -28909.395746
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 58 (5206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85418.890000 sec): 2 clusters
  Score: Raw -442267.112057 + Penalty 1390.604651 = -440876.507405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85419.080000 sec): 3 clusters
  Score: Raw -439506.922291 + Penalty 2781.209303 = -436725.712988
  nChanged 2162
		SP:Iteration 1F (85419.240000 sec): 3 clusters
  Score: Raw -440627.203457 + Penalty 2781.209303 = -437845.994155
  nChanged 364
		SP:Iteration 2F (85419.420000 sec): 3 clusters
  Score: Raw -440816.102715 + Penalty 2781.209303 = -438034.893412
  nChanged 295
		SP:Iteration 3F (85419.610000 sec): 3 clusters
  Score: Raw -440940.687476 + Penalty 2781.209303 = -438159.478173
  nChanged 209
		SP:Iteration 4Q (85419.770000 sec): 3 clusters
  Score: Raw -441024.869853 + Penalty 2781.209303 = -438243.660551
  nChanged 165
		SP:Iteration 5Q (85419.960000 sec): 3 clusters
  Score: Raw -441095.252038 + Penalty 2781.209303 = -438314.042736
  nChanged 149
		SP:Iteration 6Q (85420.190000 sec): 3 clusters
  Score: Raw -441156.772535 + Penalty 2781.209303 = -438375.563233
  nChanged 135
		SP:Iteration 7Q (85420.330000 sec): 3 clusters
  Score: Raw -441223.525528 + Penalty 2781.209303 = -438442.316225
  nChanged 138
		SP:Iteration 8Q (85420.530000 sec): 3 clusters
  Score: Raw -441309.133082 + Penalty 2781.209303 = -438527.923779
  nChanged 169
		SP:Iteration 9Q (85420.700000 sec): 3 clusters
  Score: Raw -441414.648141 + Penalty 2781.209303 = -438633.438838
  nChanged 174
		SP:Iteration 10Q (85420.900000 sec): 3 clusters
  Score: Raw -441512.741182 + Penalty 2781.209303 = -438731.531879
  nChanged 160
		SP:Iteration 11Q (85421.050000 sec): 3 clusters
  Score: Raw -441599.502832 + Penalty 2781.209303 = -438818.293530
  nChanged 185
		SP:Iteration 12Q (85421.160000 sec): 3 clusters
  Score: Raw -441724.292192 + Penalty 2781.209303 = -438943.082889
  nChanged 193
		SP:Iteration 13Q (85421.360000 sec): 3 clusters
  Score: Raw -441853.582749 + Penalty 2781.209303 = -439072.373446
  nChanged 191
		SP:Iteration 14Q (85421.530000 sec): 3 clusters
  Score: Raw -441995.718081 + Penalty 2781.209303 = -439214.508778
  nChanged 207
		SP:Iteration 15Q (85421.710000 sec): 3 clusters
  Score: Raw -442166.902606 + Penalty 2781.209303 = -439385.693303
  nChanged 188
		SP:Iteration 16Q (85421.910000 sec): 3 clusters
  Score: Raw -442328.520400 + Penalty 2781.209303 = -439547.311098
  nChanged 147
		SP:Iteration 17Q (85422.040000 sec): 3 clusters
  Score: Raw -442442.428764 + Penalty 2781.209303 = -439661.219461
  nChanged 110
		SP:Iteration 18Q (85422.190000 sec): 3 clusters
  Score: Raw -442543.129676 + Penalty 2781.209303 = -439761.920373
  nChanged 104
		SP:Iteration 19Q (85422.420000 sec): 3 clusters
  Score: Raw -442629.543466 + Penalty 2781.209303 = -439848.334163
  nChanged 68
		SP:Iteration 20F (85422.630000 sec): 3 clusters
  Score: Raw -442682.357482 + Penalty 2781.209303 = -439901.148179
  nChanged 63
		SP:Iteration 21Q (85422.800000 sec): 3 clusters
  Score: Raw -442736.656031 + Penalty 2781.209303 = -439955.446728
  nChanged 63
		SP:Iteration 22Q (85422.990000 sec): 3 clusters
  Score: Raw -442784.218971 + Penalty 2781.209303 = -440003.009668
  nChanged 52
		SP:Iteration 23Q (85423.180000 sec): 3 clusters
  Score: Raw -442813.545421 + Penalty 2781.209303 = -440032.336118
  nChanged 40
		SP:Iteration 24Q (85423.360000 sec): 3 clusters
  Score: Raw -442832.372915 + Penalty 2781.209303 = -440051.163612
  nChanged 35
		SP:Iteration 25Q (85423.570000 sec): 3 clusters
  Score: Raw -442849.685896 + Penalty 2781.209303 = -440068.476593
  nChanged 25
		SP:Iteration 26Q (85423.760000 sec): 3 clusters
  Score: Raw -442860.164776 + Penalty 2781.209303 = -440078.955474
  nChanged 19
		SP:Iteration 27Q (85423.940000 sec): 3 clusters
  Score: Raw -442867.948441 + Penalty 2781.209303 = -440086.739138
  nChanged 6
		SP:Iteration 28Q (85424.050000 sec): 3 clusters
  Score: Raw -442869.745942 + Penalty 2781.209303 = -440088.536640
  nChanged 4
		SP:Iteration 29Q (85424.210000 sec): 3 clusters
  Score: Raw -442870.781935 + Penalty 2781.209303 = -440089.572633
  nChanged 5
		SP:Iteration 30Q (85424.420000 sec): 3 clusters
  Score: Raw -442873.059525 + Penalty 2781.209303 = -440091.850222
  nChanged 5
		SP:Iteration 31Q (85424.600000 sec): 3 clusters
  Score: Raw -442874.349391 + Penalty 2781.209303 = -440093.140088
  nChanged 6
		SP:Iteration 32Q (85424.790000 sec): 3 clusters
  Score: Raw -442877.522753 + Penalty 2781.209303 = -440096.313451
  nChanged 9
		SP:Iteration 33Q (85424.960000 sec): 3 clusters
  Score: Raw -442881.514710 + Penalty 2781.209303 = -440100.305407
  nChanged 7
		SP:Iteration 34Q (85425.140000 sec): 3 clusters
  Score: Raw -442883.846841 + Penalty 2781.209303 = -440102.637538
  nChanged 9
		SP:Iteration 35Q (85425.310000 sec): 3 clusters
  Score: Raw -442886.981083 + Penalty 2781.209303 = -440105.771780
  nChanged 8
		SP:Iteration 36Q (85425.480000 sec): 3 clusters
  Score: Raw -442889.674599 + Penalty 2781.209303 = -440108.465297
  nChanged 6
		SP:Iteration 37Q (85425.650000 sec): 3 clusters
  Score: Raw -442892.031714 + Penalty 2781.209303 = -440110.822411
  nChanged 6
		SP:Iteration 38Q (85425.780000 sec): 3 clusters
  Score: Raw -442893.549170 + Penalty 2781.209303 = -440112.339868
  nChanged 2
		SP:Iteration 39Q (85425.950000 sec): 3 clusters
  Score: Raw -442893.990785 + Penalty 2781.209303 = -440112.781482
  nChanged 3
		SP:Iteration 40F (85426.140000 sec): 3 clusters
  Score: Raw -442894.714796 + Penalty 2781.209303 = -440113.505493
  nChanged 3
		SP:Iteration 41Q (85426.320000 sec): 3 clusters
  Score: Raw -442895.867627 + Penalty 2781.209303 = -440114.658324
  nChanged 3
		SP:Iteration 42Q (85426.520000 sec): 3 clusters
  Score: Raw -442896.995506 + Penalty 2781.209303 = -440115.786203
  nChanged 5
		SP:Iteration 43Q (85426.730000 sec): 3 clusters
  Score: Raw -442898.835209 + Penalty 2781.209303 = -440117.625907
  nChanged 4
		SP:Iteration 44Q (85426.870000 sec): 3 clusters
  Score: Raw -442899.711186 + Penalty 2781.209303 = -440118.501883
  nChanged 0
		SP:Iteration 45F (85427.050000 sec): 3 clusters
  Score: Raw -442899.711186 + Penalty 2781.209303 = -440118.501883
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 59 (14091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85427.210000 sec): 2 clusters
  Score: Raw -1216102.161811 + Penalty 1552.409881 = -1214549.751930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85427.480000 sec): 3 clusters
  Score: Raw -1207832.019694 + Penalty 3104.819762 = -1204727.199932
  nChanged 6333
		SP:Iteration 1F (85427.670000 sec): 3 clusters
  Score: Raw -1211413.235591 + Penalty 3104.819762 = -1208308.415829
  nChanged 916
		SP:Iteration 2F (85427.870000 sec): 3 clusters
  Score: Raw -1211910.072640 + Penalty 3104.819762 = -1208805.252878
  nChanged 882
		SP:Iteration 3F (85428.060000 sec): 3 clusters
  Score: Raw -1212447.983912 + Penalty 3104.819762 = -1209343.164150
  nChanged 888
		SP:Iteration 4F (85428.300000 sec): 3 clusters
  Score: Raw -1212995.878842 + Penalty 3104.819762 = -1209891.059080
  nChanged 876
		SP:Iteration 5F (85428.450000 sec): 3 clusters
  Score: Raw -1213509.405095 + Penalty 3104.819762 = -1210404.585333
  nChanged 777
		SP:Iteration 6F (85428.670000 sec): 3 clusters
  Score: Raw -1213892.832646 + Penalty 3104.819762 = -1210788.012885
  nChanged 610
		SP:Iteration 7Q (85428.950000 sec): 3 clusters
  Score: Raw -1214159.399488 + Penalty 3104.819762 = -1211054.579726
  nChanged 486
		SP:Iteration 8Q (85429.130000 sec): 3 clusters
  Score: Raw -1214330.362834 + Penalty 3104.819762 = -1211225.543072
  nChanged 376
		SP:Iteration 9Q (85429.330000 sec): 3 clusters
  Score: Raw -1214447.208624 + Penalty 3104.819762 = -1211342.388862
  nChanged 276
		SP:Iteration 10Q (85429.560000 sec): 3 clusters
  Score: Raw -1214526.458779 + Penalty 3104.819762 = -1211421.639017
  nChanged 245
		SP:Iteration 11Q (85429.820000 sec): 3 clusters
  Score: Raw -1214589.198726 + Penalty 3104.819762 = -1211484.378965
  nChanged 219
		SP:Iteration 12Q (85430.040000 sec): 3 clusters
  Score: Raw -1214637.957457 + Penalty 3104.819762 = -1211533.137695
  nChanged 179
		SP:Iteration 13Q (85430.230000 sec): 3 clusters
  Score: Raw -1214674.101573 + Penalty 3104.819762 = -1211569.281812
  nChanged 169
		SP:Iteration 14Q (85430.450000 sec): 3 clusters
  Score: Raw -1214710.604686 + Penalty 3104.819762 = -1211605.784925
  nChanged 171
		SP:Iteration 15Q (85430.680000 sec): 3 clusters
  Score: Raw -1214750.862578 + Penalty 3104.819762 = -1211646.042817
  nChanged 175
		SP:Iteration 16Q (85430.880000 sec): 3 clusters
  Score: Raw -1214791.197858 + Penalty 3104.819762 = -1211686.378096
  nChanged 167
		SP:Iteration 17Q (85431.150000 sec): 3 clusters
  Score: Raw -1214825.613297 + Penalty 3104.819762 = -1211720.793535
  nChanged 135
		SP:Iteration 18Q (85431.330000 sec): 3 clusters
  Score: Raw -1214855.088266 + Penalty 3104.819762 = -1211750.268504
  nChanged 129
		SP:Iteration 19Q (85431.600000 sec): 3 clusters
  Score: Raw -1214878.662515 + Penalty 3104.819762 = -1211773.842753
  nChanged 126
		SP:Iteration 20F (85431.870000 sec): 3 clusters
  Score: Raw -1214902.357004 + Penalty 3104.819762 = -1211797.537242
  nChanged 134
		SP:Iteration 21Q (85432.070000 sec): 3 clusters
  Score: Raw -1214929.754046 + Penalty 3104.819762 = -1211824.934284
  nChanged 146
		SP:Iteration 22Q (85432.280000 sec): 3 clusters
  Score: Raw -1214962.622806 + Penalty 3104.819762 = -1211857.803044
  nChanged 153
		SP:Iteration 23Q (85432.450000 sec): 3 clusters
  Score: Raw -1214995.746643 + Penalty 3104.819762 = -1211890.926881
  nChanged 163
		SP:Iteration 24Q (85432.710000 sec): 3 clusters
  Score: Raw -1215033.139315 + Penalty 3104.819762 = -1211928.319553
  nChanged 170
		SP:Iteration 25Q (85432.930000 sec): 3 clusters
  Score: Raw -1215076.446285 + Penalty 3104.819762 = -1211971.626523
  nChanged 186
		SP:Iteration 26Q (85433.200000 sec): 3 clusters
  Score: Raw -1215127.351839 + Penalty 3104.819762 = -1212022.532078
  nChanged 220
		SP:Iteration 27Q (85433.460000 sec): 3 clusters
  Score: Raw -1215188.459616 + Penalty 3104.819762 = -1212083.639854
  nChanged 222
		SP:Iteration 28Q (85433.680000 sec): 3 clusters
  Score: Raw -1215257.619134 + Penalty 3104.819762 = -1212152.799372
  nChanged 245
		SP:Iteration 29Q (85433.880000 sec): 3 clusters
  Score: Raw -1215338.752887 + Penalty 3104.819762 = -1212233.933126
  nChanged 262
		SP:Iteration 30Q (85434.150000 sec): 3 clusters
  Score: Raw -1215427.094679 + Penalty 3104.819762 = -1212322.274918
  nChanged 268
		SP:Iteration 31Q (85434.370000 sec): 3 clusters
  Score: Raw -1215524.076298 + Penalty 3104.819762 = -1212419.256536
  nChanged 281
		SP:Iteration 32Q (85434.650000 sec): 3 clusters
  Score: Raw -1215624.013558 + Penalty 3104.819762 = -1212519.193796
  nChanged 278
		SP:Iteration 33Q (85434.800000 sec): 3 clusters
  Score: Raw -1215733.898227 + Penalty 3104.819762 = -1212629.078466
  nChanged 281
		SP:Iteration 34Q (85435.000000 sec): 3 clusters
  Score: Raw -1215840.289197 + Penalty 3104.819762 = -1212735.469435
  nChanged 244
		SP:Iteration 35Q (85435.250000 sec): 3 clusters
  Score: Raw -1215926.600002 + Penalty 3104.819762 = -1212821.780240
  nChanged 230
		SP:Iteration 36Q (85435.460000 sec): 3 clusters
  Score: Raw -1215996.474997 + Penalty 3104.819762 = -1212891.655235
  nChanged 212
		SP:Iteration 37Q (85435.710000 sec): 3 clusters
  Score: Raw -1216068.562769 + Penalty 3104.819762 = -1212963.743008
  nChanged 200
		SP:Iteration 38Q (85435.900000 sec): 3 clusters
  Score: Raw -1216137.022694 + Penalty 3104.819762 = -1213032.202932
  nChanged 179
		SP:Iteration 39Q (85436.100000 sec): 3 clusters
  Score: Raw -1216195.314713 + Penalty 3104.819762 = -1213090.494952
  nChanged 154
		SP:Iteration 40F (85436.330000 sec): 3 clusters
  Score: Raw -1216241.400286 + Penalty 3104.819762 = -1213136.580524
  nChanged 138
		SP:Iteration 41Q (85436.560000 sec): 3 clusters
  Score: Raw -1216285.951048 + Penalty 3104.819762 = -1213181.131286
  nChanged 138
		SP:Iteration 42Q (85436.790000 sec): 3 clusters
  Score: Raw -1216330.057850 + Penalty 3104.819762 = -1213225.238089
  nChanged 111
		SP:Iteration 43Q (85437.010000 sec): 3 clusters
  Score: Raw -1216369.815668 + Penalty 3104.819762 = -1213264.995906
  nChanged 121
		SP:Iteration 44Q (85437.200000 sec): 3 clusters
  Score: Raw -1216408.933567 + Penalty 3104.819762 = -1213304.113805
  nChanged 102
		SP:Iteration 45Q (85437.450000 sec): 3 clusters
  Score: Raw -1216440.469150 + Penalty 3104.819762 = -1213335.649388
  nChanged 80
		SP:Iteration 46Q (85437.680000 sec): 3 clusters
  Score: Raw -1216464.397128 + Penalty 3104.819762 = -1213359.577366
  nChanged 82
		SP:Iteration 47Q (85437.870000 sec): 3 clusters
  Score: Raw -1216489.114909 + Penalty 3104.819762 = -1213384.295147
  nChanged 78
		SP:Iteration 48Q (85438.050000 sec): 3 clusters
  Score: Raw -1216513.356699 + Penalty 3104.819762 = -1213408.536938
  nChanged 75
		SP:Iteration 49Q (85438.280000 sec): 3 clusters
  Score: Raw -1216536.609326 + Penalty 3104.819762 = -1213431.789564
  nChanged 59
		SP:Iteration 50Q (85438.560000 sec): 3 clusters
  Score: Raw -1216556.318073 + Penalty 3104.819762 = -1213451.498311
  nChanged 60
		SP:Iteration 51Q (85438.810000 sec): 3 clusters
  Score: Raw -1216573.231051 + Penalty 3104.819762 = -1213468.411290
  nChanged 41
		SP:Iteration 52Q (85439.010000 sec): 3 clusters
  Score: Raw -1216583.107748 + Penalty 3104.819762 = -1213478.287986
  nChanged 35
		SP:Iteration 53Q (85439.190000 sec): 3 clusters
  Score: Raw -1216592.445193 + Penalty 3104.819762 = -1213487.625431
  nChanged 30
		SP:Iteration 54Q (85439.400000 sec): 3 clusters
  Score: Raw -1216599.918463 + Penalty 3104.819762 = -1213495.098701
  nChanged 31
		SP:Iteration 55Q (85439.650000 sec): 3 clusters
  Score: Raw -1216609.178342 + Penalty 3104.819762 = -1213504.358580
  nChanged 28
		SP:Iteration 56Q (85439.880000 sec): 3 clusters
  Score: Raw -1216617.290389 + Penalty 3104.819762 = -1213512.470628
  nChanged 20
		SP:Iteration 57Q (85440.110000 sec): 3 clusters
  Score: Raw -1216622.737853 + Penalty 3104.819762 = -1213517.918091
  nChanged 16
		SP:Iteration 58Q (85440.330000 sec): 3 clusters
  Score: Raw -1216627.261126 + Penalty 3104.819762 = -1213522.441364
  nChanged 19
		SP:Iteration 59Q (85440.530000 sec): 3 clusters
  Score: Raw -1216632.825110 + Penalty 3104.819762 = -1213528.005348
  nChanged 20
		SP:Iteration 60F (85440.770000 sec): 3 clusters
  Score: Raw -1216638.614231 + Penalty 3104.819762 = -1213533.794469
  nChanged 16
		SP:Iteration 61Q (85440.970000 sec): 3 clusters
  Score: Raw -1216644.065933 + Penalty 3104.819762 = -1213539.246171
  nChanged 18
		SP:Iteration 62Q (85441.250000 sec): 3 clusters
  Score: Raw -1216647.771738 + Penalty 3104.819762 = -1213542.951976
  nChanged 13
		SP:Iteration 63Q (85441.470000 sec): 3 clusters
  Score: Raw -1216650.545697 + Penalty 3104.819762 = -1213545.725935
  nChanged 10
		SP:Iteration 64Q (85441.680000 sec): 3 clusters
  Score: Raw -1216653.244336 + Penalty 3104.819762 = -1213548.424574
  nChanged 11
		SP:Iteration 65Q (85441.890000 sec): 3 clusters
  Score: Raw -1216655.902510 + Penalty 3104.819762 = -1213551.082748
  nChanged 10
		SP:Iteration 66Q (85442.070000 sec): 3 clusters
  Score: Raw -1216659.496037 + Penalty 3104.819762 = -1213554.676276
  nChanged 16
		SP:Iteration 67Q (85442.310000 sec): 3 clusters
  Score: Raw -1216663.735717 + Penalty 3104.819762 = -1213558.915955
  nChanged 15
		SP:Iteration 68Q (85442.500000 sec): 3 clusters
  Score: Raw -1216667.714899 + Penalty 3104.819762 = -1213562.895137
  nChanged 11
		SP:Iteration 69Q (85442.730000 sec): 3 clusters
  Score: Raw -1216670.217810 + Penalty 3104.819762 = -1213565.398048
  nChanged 8
		SP:Iteration 70Q (85442.970000 sec): 3 clusters
  Score: Raw -1216671.945309 + Penalty 3104.819762 = -1213567.125547
  nChanged 11
		SP:Iteration 71Q (85443.150000 sec): 3 clusters
  Score: Raw -1216674.417964 + Penalty 3104.819762 = -1213569.598203
  nChanged 12
		SP:Iteration 72Q (85443.390000 sec): 3 clusters
  Score: Raw -1216677.720463 + Penalty 3104.819762 = -1213572.900701
  nChanged 11
		SP:Iteration 73Q (85443.610000 sec): 3 clusters
  Score: Raw -1216680.050395 + Penalty 3104.819762 = -1213575.230633
  nChanged 12
		SP:Iteration 74Q (85443.840000 sec): 3 clusters
  Score: Raw -1216682.390505 + Penalty 3104.819762 = -1213577.570744
  nChanged 6
		SP:Iteration 75Q (85444.050000 sec): 3 clusters
  Score: Raw -1216684.951977 + Penalty 3104.819762 = -1213580.132216
  nChanged 9
		SP:Iteration 76Q (85444.260000 sec): 3 clusters
  Score: Raw -1216687.641391 + Penalty 3104.819762 = -1213582.821629
  nChanged 15
		SP:Iteration 77Q (85444.510000 sec): 3 clusters
  Score: Raw -1216692.272542 + Penalty 3104.819762 = -1213587.452781
  nChanged 11
		SP:Iteration 78Q (85444.720000 sec): 3 clusters
  Score: Raw -1216694.949658 + Penalty 3104.819762 = -1213590.129896
  nChanged 8
		SP:Iteration 79Q (85444.970000 sec): 3 clusters
  Score: Raw -1216697.191433 + Penalty 3104.819762 = -1213592.371671
  nChanged 8
		SP:Iteration 80F (85445.160000 sec): 3 clusters
  Score: Raw -1216700.354443 + Penalty 3104.819762 = -1213595.534681
  nChanged 13
		SP:Iteration 81Q (85445.410000 sec): 3 clusters
  Score: Raw -1216704.157150 + Penalty 3104.819762 = -1213599.337389
  nChanged 7
		SP:Iteration 82Q (85445.630000 sec): 3 clusters
  Score: Raw -1216706.038982 + Penalty 3104.819762 = -1213601.219220
  nChanged 6
		SP:Iteration 83Q (85445.870000 sec): 3 clusters
  Score: Raw -1216707.283883 + Penalty 3104.819762 = -1213602.464121
  nChanged 5
		SP:Iteration 84Q (85446.080000 sec): 3 clusters
  Score: Raw -1216709.003823 + Penalty 3104.819762 = -1213604.184061
  nChanged 8
		SP:Iteration 85Q (85446.320000 sec): 3 clusters
  Score: Raw -1216711.492427 + Penalty 3104.819762 = -1213606.672665
  nChanged 11
		SP:Iteration 86Q (85446.480000 sec): 3 clusters
  Score: Raw -1216713.919065 + Penalty 3104.819762 = -1213609.099303
  nChanged 7
		SP:Iteration 87Q (85446.730000 sec): 3 clusters
  Score: Raw -1216715.588067 + Penalty 3104.819762 = -1213610.768306
  nChanged 6
		SP:Iteration 88Q (85446.960000 sec): 3 clusters
  Score: Raw -1216716.773600 + Penalty 3104.819762 = -1213611.953838
  nChanged 2
		SP:Iteration 89Q (85447.170000 sec): 3 clusters
  Score: Raw -1216717.104931 + Penalty 3104.819762 = -1213612.285169
  nChanged 1
		SP:Iteration 90Q (85447.440000 sec): 3 clusters
  Score: Raw -1216717.220796 + Penalty 3104.819762 = -1213612.401034
  nChanged 2
		SP:Iteration 91Q (85447.660000 sec): 3 clusters
  Score: Raw -1216717.470702 + Penalty 3104.819762 = -1213612.650941
  nChanged 2
		SP:Iteration 92Q (85447.870000 sec): 3 clusters
  Score: Raw -1216717.789402 + Penalty 3104.819762 = -1213612.969640
  nChanged 2
		SP:Iteration 93Q (85448.130000 sec): 3 clusters
  Score: Raw -1216718.247115 + Penalty 3104.819762 = -1213613.427354
  nChanged 2
		SP:Iteration 94Q (85448.340000 sec): 3 clusters
  Score: Raw -1216718.696124 + Penalty 3104.819762 = -1213613.876362
  nChanged 1
		SP:Iteration 95Q (85448.600000 sec): 3 clusters
  Score: Raw -1216718.982386 + Penalty 3104.819762 = -1213614.162624
  nChanged 0
		SP:Iteration 96F (85448.850000 sec): 3 clusters
  Score: Raw -1216718.982386 + Penalty 3104.819762 = -1213614.162624
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 60 (665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85448.950000 sec): 2 clusters
  Score: Raw -53042.062469 + Penalty 1056.215394 = -51985.847075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85449.090000 sec): 3 clusters
  Score: Raw -52886.036017 + Penalty 2112.430788 = -50773.605228
  nChanged 163
		SP:Iteration 1F (85449.240000 sec): 3 clusters
  Score: Raw -53101.664737 + Penalty 2112.430788 = -50989.233949
  nChanged 51
		SP:Iteration 2F (85449.410000 sec): 3 clusters
  Score: Raw -53177.326967 + Penalty 2112.430788 = -51064.896179
  nChanged 26
		SP:Iteration 3Q (85449.540000 sec): 3 clusters
  Score: Raw -53216.661938 + Penalty 2112.430788 = -51104.231150
  nChanged 14
		SP:Iteration 4Q (85449.700000 sec): 3 clusters
  Score: Raw -53231.550610 + Penalty 2112.430788 = -51119.119822
  nChanged 7
		SP:Iteration 5Q (85449.880000 sec): 3 clusters
  Score: Raw -53240.469837 + Penalty 2112.430788 = -51128.039049
  nChanged 5
		SP:Iteration 6Q (85450.040000 sec): 3 clusters
  Score: Raw -53248.024504 + Penalty 2112.430788 = -51135.593716
  nChanged 5
		SP:Iteration 7Q (85450.190000 sec): 3 clusters
  Score: Raw -53254.532354 + Penalty 2112.430788 = -51142.101566
  nChanged 4
		SP:Iteration 8Q (85450.320000 sec): 3 clusters
  Score: Raw -53261.652490 + Penalty 2112.430788 = -51149.221702
  nChanged 5
		SP:Iteration 9Q (85450.480000 sec): 3 clusters
  Score: Raw -53266.261116 + Penalty 2112.430788 = -51153.830328
  nChanged 5
		SP:Iteration 10Q (85450.690000 sec): 3 clusters
  Score: Raw -53271.077794 + Penalty 2112.430788 = -51158.647005
  nChanged 1
		SP:Iteration 11Q (85450.790000 sec): 3 clusters
  Score: Raw -53271.582889 + Penalty 2112.430788 = -51159.152101
  nChanged 1
		SP:Iteration 12Q (85450.960000 sec): 3 clusters
  Score: Raw -53274.931368 + Penalty 2112.430788 = -51162.500579
  nChanged 1
		SP:Iteration 13Q (85451.120000 sec): 3 clusters
  Score: Raw -53276.051237 + Penalty 2112.430788 = -51163.620449
  nChanged 1
		SP:Iteration 14Q (85451.290000 sec): 3 clusters
  Score: Raw -53277.006695 + Penalty 2112.430788 = -51164.575907
  nChanged 2
		SP:Iteration 15Q (85451.430000 sec): 3 clusters
  Score: Raw -53279.053794 + Penalty 2112.430788 = -51166.623005
  nChanged 2
		SP:Iteration 16Q (85451.570000 sec): 3 clusters
  Score: Raw -53281.930699 + Penalty 2112.430788 = -51169.499911
  nChanged 5
		SP:Iteration 17Q (85451.760000 sec): 3 clusters
  Score: Raw -53288.153443 + Penalty 2112.430788 = -51175.722655
  nChanged 2
		SP:Iteration 18Q (85451.910000 sec): 3 clusters
  Score: Raw -53295.354854 + Penalty 2112.430788 = -51182.924065
  nChanged 3
		SP:Iteration 19Q (85452.080000 sec): 3 clusters
  Score: Raw -53301.521258 + Penalty 2112.430788 = -51189.090469
  nChanged 6
		SP:Iteration 20F (85452.230000 sec): 3 clusters
  Score: Raw -53311.982358 + Penalty 2112.430788 = -51199.551569
  nChanged 9
		SP:Iteration 21Q (85452.400000 sec): 3 clusters
  Score: Raw -53326.007285 + Penalty 2112.430788 = -51213.576496
  nChanged 8
		SP:Iteration 22Q (85452.520000 sec): 3 clusters
  Score: Raw -53337.941096 + Penalty 2112.430788 = -51225.510307
  nChanged 5
		SP:Iteration 23Q (85452.700000 sec): 3 clusters
  Score: Raw -53350.337745 + Penalty 2112.430788 = -51237.906956
  nChanged 5
		SP:Iteration 24Q (85452.800000 sec): 3 clusters
  Score: Raw -53356.030474 + Penalty 2112.430788 = -51243.599686
  nChanged 3
		SP:Iteration 25Q (85452.950000 sec): 3 clusters
  Score: Raw -53359.722528 + Penalty 2112.430788 = -51247.291740
  nChanged 2
		SP:Iteration 26Q (85453.150000 sec): 3 clusters
  Score: Raw -53361.803118 + Penalty 2112.430788 = -51249.372330
  nChanged 2
		SP:Iteration 27Q (85453.280000 sec): 3 clusters
  Score: Raw -53363.321919 + Penalty 2112.430788 = -51250.891131
  nChanged 0
		SP:Iteration 28F (85453.440000 sec): 3 clusters
  Score: Raw -53363.321919 + Penalty 2112.430788 = -51250.891131
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 61 (11174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85453.590000 sec): 2 clusters
  Score: Raw -921824.954028 + Penalty 1514.718551 = -920310.235477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85453.770000 sec): 3 clusters
  Score: Raw -915474.629719 + Penalty 3029.437102 = -912445.192617
  nChanged 4852
		SP:Iteration 1F (85454.000000 sec): 3 clusters
  Score: Raw -918361.746074 + Penalty 3029.437102 = -915332.308972
  nChanged 760
		SP:Iteration 2F (85454.220000 sec): 3 clusters
  Score: Raw -918773.508763 + Penalty 3029.437102 = -915744.071661
  nChanged 717
		SP:Iteration 3F (85454.400000 sec): 3 clusters
  Score: Raw -919172.624801 + Penalty 3029.437102 = -916143.187698
  nChanged 657
		SP:Iteration 4F (85454.600000 sec): 3 clusters
  Score: Raw -919566.005631 + Penalty 3029.437102 = -916536.568529
  nChanged 628
		SP:Iteration 5F (85454.840000 sec): 3 clusters
  Score: Raw -919972.416972 + Penalty 3029.437102 = -916942.979869
  nChanged 588
		SP:Iteration 6F (85455.050000 sec): 3 clusters
  Score: Raw -920358.732925 + Penalty 3029.437102 = -917329.295822
  nChanged 494
		SP:Iteration 7Q (85455.240000 sec): 3 clusters
  Score: Raw -920682.399705 + Penalty 3029.437102 = -917652.962603
  nChanged 388
		SP:Iteration 8Q (85455.450000 sec): 3 clusters
  Score: Raw -920940.492937 + Penalty 3029.437102 = -917911.055834
  nChanged 325
		SP:Iteration 9Q (85455.640000 sec): 3 clusters
  Score: Raw -921151.303001 + Penalty 3029.437102 = -918121.865898
  nChanged 280
		SP:Iteration 10Q (85455.830000 sec): 3 clusters
  Score: Raw -921322.591462 + Penalty 3029.437102 = -918293.154360
  nChanged 226
		SP:Iteration 11Q (85456.040000 sec): 3 clusters
  Score: Raw -921451.517521 + Penalty 3029.437102 = -918422.080418
  nChanged 180
		SP:Iteration 12Q (85456.220000 sec): 3 clusters
  Score: Raw -921544.205381 + Penalty 3029.437102 = -918514.768279
  nChanged 141
		SP:Iteration 13Q (85456.460000 sec): 3 clusters
  Score: Raw -921607.877761 + Penalty 3029.437102 = -918578.440659
  nChanged 108
		SP:Iteration 14Q (85456.660000 sec): 3 clusters
  Score: Raw -921650.570006 + Penalty 3029.437102 = -918621.132904
  nChanged 104
		SP:Iteration 15Q (85456.890000 sec): 3 clusters
  Score: Raw -921687.078899 + Penalty 3029.437102 = -918657.641797
  nChanged 85
		SP:Iteration 16Q (85457.210000 sec): 3 clusters
  Score: Raw -921722.803930 + Penalty 3029.437102 = -918693.366827
  nChanged 88
		SP:Iteration 17Q (85457.490000 sec): 3 clusters
  Score: Raw -921758.298575 + Penalty 3029.437102 = -918728.861472
  nChanged 76
		SP:Iteration 18Q (85457.760000 sec): 3 clusters
  Score: Raw -921790.999076 + Penalty 3029.437102 = -918761.561974
  nChanged 68
		SP:Iteration 19Q (85458.010000 sec): 3 clusters
  Score: Raw -921815.699216 + Penalty 3029.437102 = -918786.262114
  nChanged 56
		SP:Iteration 20F (85458.230000 sec): 3 clusters
  Score: Raw -921835.950269 + Penalty 3029.437102 = -918806.513167
  nChanged 61
		SP:Iteration 21Q (85458.410000 sec): 3 clusters
  Score: Raw -921859.979234 + Penalty 3029.437102 = -918830.542131
  nChanged 61
		SP:Iteration 22Q (85458.630000 sec): 3 clusters
  Score: Raw -921883.698729 + Penalty 3029.437102 = -918854.261627
  nChanged 51
		SP:Iteration 23Q (85458.840000 sec): 3 clusters
  Score: Raw -921901.235070 + Penalty 3029.437102 = -918871.797968
  nChanged 48
		SP:Iteration 24Q (85459.060000 sec): 3 clusters
  Score: Raw -921917.947091 + Penalty 3029.437102 = -918888.509988
  nChanged 45
		SP:Iteration 25Q (85459.270000 sec): 3 clusters
  Score: Raw -921934.397397 + Penalty 3029.437102 = -918904.960294
  nChanged 44
		SP:Iteration 26Q (85459.520000 sec): 3 clusters
  Score: Raw -921950.795332 + Penalty 3029.437102 = -918921.358230
  nChanged 31
		SP:Iteration 27Q (85459.730000 sec): 3 clusters
  Score: Raw -921964.671438 + Penalty 3029.437102 = -918935.234336
  nChanged 40
		SP:Iteration 28Q (85459.960000 sec): 3 clusters
  Score: Raw -921982.885062 + Penalty 3029.437102 = -918953.447960
  nChanged 43
		SP:Iteration 29Q (85460.160000 sec): 3 clusters
  Score: Raw -921998.073578 + Penalty 3029.437102 = -918968.636476
  nChanged 29
		SP:Iteration 30Q (85460.410000 sec): 3 clusters
  Score: Raw -922008.353550 + Penalty 3029.437102 = -918978.916448
  nChanged 24
		SP:Iteration 31Q (85460.550000 sec): 3 clusters
  Score: Raw -922015.831295 + Penalty 3029.437102 = -918986.394192
  nChanged 21
		SP:Iteration 32Q (85460.750000 sec): 3 clusters
  Score: Raw -922021.792187 + Penalty 3029.437102 = -918992.355084
  nChanged 14
		SP:Iteration 33Q (85460.950000 sec): 3 clusters
  Score: Raw -922026.569848 + Penalty 3029.437102 = -918997.132746
  nChanged 10
		SP:Iteration 34Q (85461.150000 sec): 3 clusters
  Score: Raw -922029.975837 + Penalty 3029.437102 = -919000.538735
  nChanged 10
		SP:Iteration 35Q (85461.440000 sec): 3 clusters
  Score: Raw -922033.276123 + Penalty 3029.437102 = -919003.839021
  nChanged 7
		SP:Iteration 36Q (85461.570000 sec): 3 clusters
  Score: Raw -922034.953893 + Penalty 3029.437102 = -919005.516791
  nChanged 3
		SP:Iteration 37Q (85461.770000 sec): 3 clusters
  Score: Raw -922035.330677 + Penalty 3029.437102 = -919005.893575
  nChanged 2
		SP:Iteration 38Q (85461.970000 sec): 3 clusters
  Score: Raw -922035.681273 + Penalty 3029.437102 = -919006.244170
  nChanged 0
		SP:Iteration 39F (85462.190000 sec): 3 clusters
  Score: Raw -922035.681273 + Penalty 3029.437102 = -919006.244170
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 62 (38140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85462.470000 sec): 2 clusters
  Score: Raw -3572648.910557 + Penalty 1714.215568 = -3570934.694989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85462.910000 sec): 3 clusters
  Score: Raw -3548674.590887 + Penalty 3428.431136 = -3545246.159751
  nChanged 17733
		SP:Iteration 1F (85463.290000 sec): 3 clusters
  Score: Raw -3558774.945476 + Penalty 3428.431136 = -3555346.514340
  nChanged 1515
		SP:Iteration 2Q (85463.620000 sec): 3 clusters
  Score: Raw -3559229.311331 + Penalty 3428.431136 = -3555800.880195
  nChanged 1495
		SP:Iteration 3Q (85464.080000 sec): 3 clusters
  Score: Raw -3559735.797825 + Penalty 3428.431136 = -3556307.366690
  nChanged 1582
		SP:Iteration 4Q (85464.500000 sec): 3 clusters
  Score: Raw -3560356.934460 + Penalty 3428.431136 = -3556928.503325
  nChanged 1704
		SP:Iteration 5Q (85464.930000 sec): 3 clusters
  Score: Raw -3561148.246777 + Penalty 3428.431136 = -3557719.815641
  nChanged 1905
		SP:Iteration 6Q (85465.310000 sec): 3 clusters
  Score: Raw -3562267.669829 + Penalty 3428.431136 = -3558839.238693
  nChanged 2165
		SP:Iteration 7F (85465.610000 sec): 3 clusters
  Score: Raw -3563849.210802 + Penalty 3428.431136 = -3560420.779667
  nChanged 2167
		SP:Iteration 8F (85465.980000 sec): 3 clusters
  Score: Raw -3565534.326415 + Penalty 3428.431136 = -3562105.895279
  nChanged 1953
		SP:Iteration 9F (85466.330000 sec): 3 clusters
  Score: Raw -3566997.741285 + Penalty 3428.431136 = -3563569.310150
  nChanged 1548
		SP:Iteration 10Q (85466.720000 sec): 3 clusters
  Score: Raw -3567983.640991 + Penalty 3428.431136 = -3564555.209855
  nChanged 1119
		SP:Iteration 11Q (85467.030000 sec): 3 clusters
  Score: Raw -3568609.849547 + Penalty 3428.431136 = -3565181.418411
  nChanged 926
		SP:Iteration 12Q (85467.390000 sec): 3 clusters
  Score: Raw -3569109.467570 + Penalty 3428.431136 = -3565681.036434
  nChanged 807
		SP:Iteration 13Q (85467.760000 sec): 3 clusters
  Score: Raw -3569550.772699 + Penalty 3428.431136 = -3566122.341563
  nChanged 712
		SP:Iteration 14Q (85468.140000 sec): 3 clusters
  Score: Raw -3569939.396213 + Penalty 3428.431136 = -3566510.965077
  nChanged 642
		SP:Iteration 15Q (85468.480000 sec): 3 clusters
  Score: Raw -3570315.607974 + Penalty 3428.431136 = -3566887.176838
  nChanged 607
		SP:Iteration 16Q (85468.800000 sec): 3 clusters
  Score: Raw -3570695.539396 + Penalty 3428.431136 = -3567267.108260
  nChanged 548
		SP:Iteration 17Q (85469.190000 sec): 3 clusters
  Score: Raw -3571046.390431 + Penalty 3428.431136 = -3567617.959295
  nChanged 498
		SP:Iteration 18Q (85469.480000 sec): 3 clusters
  Score: Raw -3571369.689604 + Penalty 3428.431136 = -3567941.258469
  nChanged 445
		SP:Iteration 19Q (85469.780000 sec): 3 clusters
  Score: Raw -3571676.157930 + Penalty 3428.431136 = -3568247.726795
  nChanged 369
		SP:Iteration 20F (85470.130000 sec): 3 clusters
  Score: Raw -3571934.033769 + Penalty 3428.431136 = -3568505.602634
  nChanged 308
		SP:Iteration 21Q (85470.490000 sec): 3 clusters
  Score: Raw -3572134.802710 + Penalty 3428.431136 = -3568706.371574
  nChanged 240
		SP:Iteration 22Q (85470.860000 sec): 3 clusters
  Score: Raw -3572277.972037 + Penalty 3428.431136 = -3568849.540901
  nChanged 187
		SP:Iteration 23Q (85471.240000 sec): 3 clusters
  Score: Raw -3572386.436574 + Penalty 3428.431136 = -3568958.005438
  nChanged 141
		SP:Iteration 24Q (85471.590000 sec): 3 clusters
  Score: Raw -3572456.537727 + Penalty 3428.431136 = -3569028.106591
  nChanged 128
		SP:Iteration 25Q (85471.900000 sec): 3 clusters
  Score: Raw -3572517.689301 + Penalty 3428.431136 = -3569089.258166
  nChanged 94
		SP:Iteration 26Q (85472.250000 sec): 3 clusters
  Score: Raw -3572560.989067 + Penalty 3428.431136 = -3569132.557932
  nChanged 70
		SP:Iteration 27Q (85472.610000 sec): 3 clusters
  Score: Raw -3572592.003638 + Penalty 3428.431136 = -3569163.572502
  nChanged 61
		SP:Iteration 28Q (85472.950000 sec): 3 clusters
  Score: Raw -3572619.801414 + Penalty 3428.431136 = -3569191.370278
  nChanged 65
		SP:Iteration 29Q (85473.290000 sec): 3 clusters
  Score: Raw -3572648.825195 + Penalty 3428.431136 = -3569220.394060
  nChanged 65
		SP:Iteration 30Q (85473.600000 sec): 3 clusters
  Score: Raw -3572679.845404 + Penalty 3428.431136 = -3569251.414268
  nChanged 53
		SP:Iteration 31Q (85474.000000 sec): 3 clusters
  Score: Raw -3572704.651811 + Penalty 3428.431136 = -3569276.220675
  nChanged 35
		SP:Iteration 32Q (85474.320000 sec): 3 clusters
  Score: Raw -3572721.840586 + Penalty 3428.431136 = -3569293.409450
  nChanged 36
		SP:Iteration 33Q (85474.710000 sec): 3 clusters
  Score: Raw -3572740.379409 + Penalty 3428.431136 = -3569311.948273
  nChanged 32
		SP:Iteration 34Q (85475.010000 sec): 3 clusters
  Score: Raw -3572755.246005 + Penalty 3428.431136 = -3569326.814869
  nChanged 25
		SP:Iteration 35Q (85475.420000 sec): 3 clusters
  Score: Raw -3572766.474543 + Penalty 3428.431136 = -3569338.043407
  nChanged 23
		SP:Iteration 36Q (85475.740000 sec): 3 clusters
  Score: Raw -3572775.041873 + Penalty 3428.431136 = -3569346.610737
  nChanged 18
		SP:Iteration 37Q (85476.110000 sec): 3 clusters
  Score: Raw -3572781.691999 + Penalty 3428.431136 = -3569353.260863
  nChanged 17
		SP:Iteration 38Q (85476.430000 sec): 3 clusters
  Score: Raw -3572788.724588 + Penalty 3428.431136 = -3569360.293452
  nChanged 22
		SP:Iteration 39Q (85476.840000 sec): 3 clusters
  Score: Raw -3572800.144813 + Penalty 3428.431136 = -3569371.713677
  nChanged 27
		SP:Iteration 40F (85477.270000 sec): 3 clusters
  Score: Raw -3572814.283706 + Penalty 3428.431136 = -3569385.852570
  nChanged 13
		SP:Iteration 41Q (85477.710000 sec): 3 clusters
  Score: Raw -3572822.292336 + Penalty 3428.431136 = -3569393.861200
  nChanged 17
		SP:Iteration 42Q (85478.030000 sec): 3 clusters
  Score: Raw -3572831.041099 + Penalty 3428.431136 = -3569402.609963
  nChanged 12
		SP:Iteration 43Q (85478.460000 sec): 3 clusters
  Score: Raw -3572836.703009 + Penalty 3428.431136 = -3569408.271873
  nChanged 11
		SP:Iteration 44Q (85478.840000 sec): 3 clusters
  Score: Raw -3572841.919585 + Penalty 3428.431136 = -3569413.488450
  nChanged 12
		SP:Iteration 45Q (85479.240000 sec): 3 clusters
  Score: Raw -3572847.595586 + Penalty 3428.431136 = -3569419.164450
  nChanged 11
		SP:Iteration 46Q (85479.570000 sec): 3 clusters
  Score: Raw -3572852.599649 + Penalty 3428.431136 = -3569424.168513
  nChanged 9
		SP:Iteration 47Q (85479.920000 sec): 3 clusters
  Score: Raw -3572857.367541 + Penalty 3428.431136 = -3569428.936405
  nChanged 15
		SP:Iteration 48Q (85480.260000 sec): 3 clusters
  Score: Raw -3572866.344360 + Penalty 3428.431136 = -3569437.913224
  nChanged 10
		SP:Iteration 49Q (85480.630000 sec): 3 clusters
  Score: Raw -3572871.664636 + Penalty 3428.431136 = -3569443.233500
  nChanged 11
		SP:Iteration 50Q (85480.970000 sec): 3 clusters
  Score: Raw -3572877.436394 + Penalty 3428.431136 = -3569449.005258
  nChanged 9
		SP:Iteration 51Q (85481.390000 sec): 3 clusters
  Score: Raw -3572881.977048 + Penalty 3428.431136 = -3569453.545912
  nChanged 7
		SP:Iteration 52Q (85481.790000 sec): 3 clusters
  Score: Raw -3572884.988852 + Penalty 3428.431136 = -3569456.557716
  nChanged 5
		SP:Iteration 53Q (85482.110000 sec): 3 clusters
  Score: Raw -3572886.648939 + Penalty 3428.431136 = -3569458.217803
  nChanged 3
		SP:Iteration 54Q (85482.480000 sec): 3 clusters
  Score: Raw -3572887.572410 + Penalty 3428.431136 = -3569459.141275
  nChanged 3
		SP:Iteration 55Q (85482.830000 sec): 3 clusters
  Score: Raw -3572888.997795 + Penalty 3428.431136 = -3569460.566659
  nChanged 4
		SP:Iteration 56Q (85483.170000 sec): 3 clusters
  Score: Raw -3572891.651278 + Penalty 3428.431136 = -3569463.220142
  nChanged 4
		SP:Iteration 57Q (85483.530000 sec): 3 clusters
  Score: Raw -3572893.434346 + Penalty 3428.431136 = -3569465.003211
  nChanged 3
		SP:Iteration 58Q (85483.850000 sec): 3 clusters
  Score: Raw -3572894.976011 + Penalty 3428.431136 = -3569466.544876
  nChanged 1
		SP:Iteration 59Q (85484.130000 sec): 3 clusters
  Score: Raw -3572895.438965 + Penalty 3428.431136 = -3569467.007829
  nChanged 0
		SP:Iteration 60F (85484.550000 sec): 3 clusters
  Score: Raw -3572895.438965 + Penalty 3428.431136 = -3569467.007829
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 63 (774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85484.650000 sec): 2 clusters
  Score: Raw -60686.842621 + Penalty 1080.880429 = -59605.962191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85484.790000 sec): 3 clusters
  Score: Raw -60528.786660 + Penalty 2161.760859 = -58367.025801
  nChanged 198
		SP:Iteration 1F (85484.940000 sec): 3 clusters
  Score: Raw -60761.265326 + Penalty 2161.760859 = -58599.504467
  nChanged 61
		SP:Iteration 2F (85485.080000 sec): 3 clusters
  Score: Raw -60901.633081 + Penalty 2161.760859 = -58739.872222
  nChanged 53
		SP:Iteration 3F (85485.230000 sec): 3 clusters
  Score: Raw -61001.945129 + Penalty 2161.760859 = -58840.184270
  nChanged 37
		SP:Iteration 4Q (85485.370000 sec): 3 clusters
  Score: Raw -61063.093972 + Penalty 2161.760859 = -58901.333114
  nChanged 21
		SP:Iteration 5Q (85485.510000 sec): 3 clusters
  Score: Raw -61093.445739 + Penalty 2161.760859 = -58931.684880
  nChanged 18
		SP:Iteration 6Q (85485.720000 sec): 3 clusters
  Score: Raw -61122.243358 + Penalty 2161.760859 = -58960.482499
  nChanged 17
		SP:Iteration 7Q (85485.910000 sec): 3 clusters
  Score: Raw -61153.067095 + Penalty 2161.760859 = -58991.306236
  nChanged 16
		SP:Iteration 8Q (85486.100000 sec): 3 clusters
  Score: Raw -61206.327407 + Penalty 2161.760859 = -59044.566548
  nChanged 18
		SP:Iteration 9Q (85486.240000 sec): 3 clusters
  Score: Raw -61234.471952 + Penalty 2161.760859 = -59072.711093
  nChanged 14
		SP:Iteration 10Q (85486.390000 sec): 3 clusters
  Score: Raw -61256.432971 + Penalty 2161.760859 = -59094.672112
  nChanged 6
		SP:Iteration 11Q (85486.540000 sec): 3 clusters
  Score: Raw -61264.201977 + Penalty 2161.760859 = -59102.441119
  nChanged 3
		SP:Iteration 12Q (85486.690000 sec): 3 clusters
  Score: Raw -61267.800740 + Penalty 2161.760859 = -59106.039881
  nChanged 4
		SP:Iteration 13Q (85486.850000 sec): 3 clusters
  Score: Raw -61273.159545 + Penalty 2161.760859 = -59111.398686
  nChanged 1
		SP:Iteration 14Q (85487.010000 sec): 3 clusters
  Score: Raw -61273.900268 + Penalty 2161.760859 = -59112.139409
  nChanged 0
		SP:Iteration 15F (85487.140000 sec): 3 clusters
  Score: Raw -61277.523597 + Penalty 2161.760859 = -59115.762738
  nChanged 1
		SP:Iteration 16Q (85487.310000 sec): 3 clusters
  Score: Raw -61285.976981 + Penalty 2161.760859 = -59124.216122
  nChanged 3
		SP:Iteration 17Q (85487.470000 sec): 3 clusters
  Score: Raw -61289.377915 + Penalty 2161.760859 = -59127.617056
  nChanged 2
		SP:Iteration 18Q (85487.630000 sec): 3 clusters
  Score: Raw -61291.263222 + Penalty 2161.760859 = -59129.502363
  nChanged 3
		SP:Iteration 19Q (85487.790000 sec): 3 clusters
  Score: Raw -61294.785424 + Penalty 2161.760859 = -59133.024565
  nChanged 1
		SP:Iteration 20F (85487.950000 sec): 3 clusters
  Score: Raw -61296.209771 + Penalty 2161.760859 = -59134.448912
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 64 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85488.030000 sec): 2 clusters
  Score: Raw -36967.533101 + Penalty 986.494881 = -35981.038220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85488.220000 sec): 3 clusters
  Score: Raw -36929.725690 + Penalty 1972.989762 = -34956.735929
  nChanged 105
		SP:Iteration 1F (85488.390000 sec): 3 clusters
  Score: Raw -37113.349630 + Penalty 1972.989762 = -35140.359868
  nChanged 31
		SP:Iteration 2F (85488.550000 sec): 3 clusters
  Score: Raw -37192.988303 + Penalty 1972.989762 = -35219.998541
  nChanged 16
		SP:Iteration 3Q (85488.710000 sec): 3 clusters
  Score: Raw -37257.647138 + Penalty 1972.989762 = -35284.657376
  nChanged 16
		SP:Iteration 4Q (85488.910000 sec): 3 clusters
  Score: Raw -37378.258031 + Penalty 1972.989762 = -35405.268269
  nChanged 18
		SP:Iteration 5Q (85489.070000 sec): 3 clusters
  Score: Raw -37464.062812 + Penalty 1972.989762 = -35491.073051
  nChanged 23
		SP:Iteration 6F (85489.230000 sec): 3 clusters
  Score: Raw -37577.569427 + Penalty 1972.989762 = -35604.579666
  nChanged 17
		SP:Iteration 7Q (85489.390000 sec): 3 clusters
  Score: Raw -37697.291871 + Penalty 1972.989762 = -35724.302109
  nChanged 22
		SP:Iteration 8F (85489.550000 sec): 3 clusters
  Score: Raw -37772.012284 + Penalty 1972.989762 = -35799.022523
  nChanged 8
		SP:Iteration 9Q (85489.660000 sec): 3 clusters
  Score: Raw -37793.231720 + Penalty 1972.989762 = -35820.241958
  nChanged 6
		SP:Iteration 10Q (85489.820000 sec): 3 clusters
  Score: Raw -37803.777058 + Penalty 1972.989762 = -35830.787297
  nChanged 4
		SP:Iteration 11Q (85489.980000 sec): 3 clusters
  Score: Raw -37818.791907 + Penalty 1972.989762 = -35845.802146
  nChanged 3
		SP:Iteration 12Q (85490.140000 sec): 3 clusters
  Score: Raw -37826.079646 + Penalty 1972.989762 = -35853.089885
  nChanged 2
		SP:Iteration 13Q (85490.300000 sec): 3 clusters
  Score: Raw -37832.217499 + Penalty 1972.989762 = -35859.227737
  nChanged 0
		SP:Iteration 14F (85490.460000 sec): 3 clusters
  Score: Raw -37832.217499 + Penalty 1972.989762 = -35859.227737
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 65 (1547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85490.530000 sec): 2 clusters
  Score: Raw -128742.250636 + Penalty 1193.411838 = -127548.838798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85490.690000 sec): 3 clusters
  Score: Raw -128170.135220 + Penalty 2386.823676 = -125783.311544
  nChanged 527
		SP:Iteration 1F (85490.900000 sec): 3 clusters
  Score: Raw -128531.717029 + Penalty 2386.823676 = -126144.893353
  nChanged 99
		SP:Iteration 2F (85491.090000 sec): 3 clusters
  Score: Raw -128599.253652 + Penalty 2386.823676 = -126212.429975
  nChanged 62
		SP:Iteration 3Q (85491.240000 sec): 3 clusters
  Score: Raw -128650.023234 + Penalty 2386.823676 = -126263.199557
  nChanged 47
		SP:Iteration 4Q (85491.380000 sec): 3 clusters
  Score: Raw -128687.328007 + Penalty 2386.823676 = -126300.504331
  nChanged 37
		SP:Iteration 5Q (85491.540000 sec): 3 clusters
  Score: Raw -128711.172122 + Penalty 2386.823676 = -126324.348445
  nChanged 20
		SP:Iteration 6Q (85491.710000 sec): 3 clusters
  Score: Raw -128723.075375 + Penalty 2386.823676 = -126336.251698
  nChanged 10
		SP:Iteration 7Q (85491.860000 sec): 3 clusters
  Score: Raw -128728.818503 + Penalty 2386.823676 = -126341.994826
  nChanged 7
		SP:Iteration 8Q (85492.020000 sec): 3 clusters
  Score: Raw -128732.433254 + Penalty 2386.823676 = -126345.609577
  nChanged 7
		SP:Iteration 9Q (85492.180000 sec): 3 clusters
  Score: Raw -128735.509344 + Penalty 2386.823676 = -126348.685667
  nChanged 7
		SP:Iteration 10Q (85492.350000 sec): 3 clusters
  Score: Raw -128738.389972 + Penalty 2386.823676 = -126351.566296
  nChanged 5
		SP:Iteration 11Q (85492.500000 sec): 3 clusters
  Score: Raw -128740.930325 + Penalty 2386.823676 = -126354.106648
  nChanged 5
		SP:Iteration 12Q (85492.660000 sec): 3 clusters
  Score: Raw -128743.414787 + Penalty 2386.823676 = -126356.591110
  nChanged 4
		SP:Iteration 13Q (85492.820000 sec): 3 clusters
  Score: Raw -128746.223800 + Penalty 2386.823676 = -126359.400124
  nChanged 6
		SP:Iteration 14Q (85492.980000 sec): 3 clusters
  Score: Raw -128748.992229 + Penalty 2386.823676 = -126362.168553
  nChanged 4
		SP:Iteration 15Q (85493.140000 sec): 3 clusters
  Score: Raw -128750.916591 + Penalty 2386.823676 = -126364.092914
  nChanged 2
		SP:Iteration 16Q (85493.330000 sec): 3 clusters
  Score: Raw -128753.820766 + Penalty 2386.823676 = -126366.997090
  nChanged 2
		SP:Iteration 17Q (85493.490000 sec): 3 clusters
  Score: Raw -128755.386357 + Penalty 2386.823676 = -126368.562681
  nChanged 6
		SP:Iteration 18Q (85493.650000 sec): 3 clusters
  Score: Raw -128758.418306 + Penalty 2386.823676 = -126371.594629
  nChanged 2
		SP:Iteration 19Q (85493.830000 sec): 3 clusters
  Score: Raw -128758.920731 + Penalty 2386.823676 = -126372.097054
  nChanged 2
		SP:Iteration 20F (85493.980000 sec): 3 clusters
  Score: Raw -128759.617594 + Penalty 2386.823676 = -126372.793918
  nChanged 1
		SP:Iteration 21Q (85494.140000 sec): 3 clusters
  Score: Raw -128759.762116 + Penalty 2386.823676 = -126372.938440
  nChanged 0
		SP:Iteration 22F (85494.300000 sec): 3 clusters
  Score: Raw -128759.762116 + Penalty 2386.823676 = -126372.938440
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 66 (450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85494.370000 sec): 2 clusters
  Score: Raw -36746.869961 + Penalty 992.752732 = -35754.117229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85494.530000 sec): 3 clusters
  Score: Raw -36666.727130 + Penalty 1985.505464 = -34681.221666
  nChanged 101
		SP:Iteration 1F (85494.690000 sec): 3 clusters
  Score: Raw -36838.131805 + Penalty 1985.505464 = -34852.626340
  nChanged 30
		SP:Iteration 2F (85494.850000 sec): 3 clusters
  Score: Raw -36894.018564 + Penalty 1985.505464 = -34908.513100
  nChanged 14
		SP:Iteration 3Q (85495.000000 sec): 3 clusters
  Score: Raw -36929.629603 + Penalty 1985.505464 = -34944.124138
  nChanged 7
		SP:Iteration 4Q (85495.160000 sec): 3 clusters
  Score: Raw -36945.535149 + Penalty 1985.505464 = -34960.029685
  nChanged 3
		SP:Iteration 5Q (85495.320000 sec): 3 clusters
  Score: Raw -36950.787363 + Penalty 1985.505464 = -34965.281899
  nChanged 4
		SP:Iteration 6Q (85495.480000 sec): 3 clusters
  Score: Raw -36955.678923 + Penalty 1985.505464 = -34970.173459
  nChanged 1
		SP:Iteration 7Q (85495.650000 sec): 3 clusters
  Score: Raw -36957.325219 + Penalty 1985.505464 = -34971.819754
  nChanged 0
		SP:Iteration 8F (85495.810000 sec): 3 clusters
  Score: Raw -36957.325219 + Penalty 1985.505464 = -34971.819754
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 67 (2749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85495.930000 sec): 2 clusters
  Score: Raw -225208.804643 + Penalty 1286.836279 = -223921.968364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85496.120000 sec): 3 clusters
  Score: Raw -223944.674499 + Penalty 2573.672559 = -221371.001940
  nChanged 1035
		SP:Iteration 1F (85496.250000 sec): 3 clusters
  Score: Raw -224634.262719 + Penalty 2573.672559 = -222060.590160
  nChanged 224
		SP:Iteration 2F (85496.410000 sec): 3 clusters
  Score: Raw -224791.149022 + Penalty 2573.672559 = -222217.476463
  nChanged 119
		SP:Iteration 3Q (85496.570000 sec): 3 clusters
  Score: Raw -224875.645750 + Penalty 2573.672559 = -222301.973191
  nChanged 95
		SP:Iteration 4Q (85496.730000 sec): 3 clusters
  Score: Raw -224944.537863 + Penalty 2573.672559 = -222370.865304
  nChanged 86
		SP:Iteration 5Q (85496.890000 sec): 3 clusters
  Score: Raw -225000.353291 + Penalty 2573.672559 = -222426.680732
  nChanged 71
		SP:Iteration 6Q (85497.040000 sec): 3 clusters
  Score: Raw -225049.389500 + Penalty 2573.672559 = -222475.716941
  nChanged 58
		SP:Iteration 7Q (85497.200000 sec): 3 clusters
  Score: Raw -225083.841772 + Penalty 2573.672559 = -222510.169214
  nChanged 49
		SP:Iteration 8Q (85497.360000 sec): 3 clusters
  Score: Raw -225110.895158 + Penalty 2573.672559 = -222537.222599
  nChanged 59
		SP:Iteration 9Q (85497.520000 sec): 3 clusters
  Score: Raw -225142.844497 + Penalty 2573.672559 = -222569.171939
  nChanged 57
		SP:Iteration 10Q (85497.680000 sec): 3 clusters
  Score: Raw -225178.915804 + Penalty 2573.672559 = -222605.243245
  nChanged 55
		SP:Iteration 11Q (85497.840000 sec): 3 clusters
  Score: Raw -225225.116118 + Penalty 2573.672559 = -222651.443559
  nChanged 75
		SP:Iteration 12Q (85498.000000 sec): 3 clusters
  Score: Raw -225275.223171 + Penalty 2573.672559 = -222701.550613
  nChanged 64
		SP:Iteration 13Q (85498.160000 sec): 3 clusters
  Score: Raw -225321.046188 + Penalty 2573.672559 = -222747.373629
  nChanged 59
		SP:Iteration 14Q (85498.370000 sec): 3 clusters
  Score: Raw -225363.971704 + Penalty 2573.672559 = -222790.299145
  nChanged 56
		SP:Iteration 15Q (85498.500000 sec): 3 clusters
  Score: Raw -225403.825635 + Penalty 2573.672559 = -222830.153077
  nChanged 43
		SP:Iteration 16Q (85498.630000 sec): 3 clusters
  Score: Raw -225432.080757 + Penalty 2573.672559 = -222858.408198
  nChanged 38
		SP:Iteration 17Q (85498.810000 sec): 3 clusters
  Score: Raw -225449.867128 + Penalty 2573.672559 = -222876.194570
  nChanged 29
		SP:Iteration 18Q (85498.940000 sec): 3 clusters
  Score: Raw -225468.668787 + Penalty 2573.672559 = -222894.996228
  nChanged 30
		SP:Iteration 19Q (85499.080000 sec): 3 clusters
  Score: Raw -225487.951527 + Penalty 2573.672559 = -222914.278968
  nChanged 37
		SP:Iteration 20F (85499.240000 sec): 3 clusters
  Score: Raw -225512.059819 + Penalty 2573.672559 = -222938.387260
  nChanged 43
		SP:Iteration 21Q (85499.400000 sec): 3 clusters
  Score: Raw -225546.116877 + Penalty 2573.672559 = -222972.444319
  nChanged 45
		SP:Iteration 22Q (85499.560000 sec): 3 clusters
  Score: Raw -225575.576881 + Penalty 2573.672559 = -223001.904322
  nChanged 44
		SP:Iteration 23Q (85499.720000 sec): 3 clusters
  Score: Raw -225602.423575 + Penalty 2573.672559 = -223028.751016
  nChanged 42
		SP:Iteration 24Q (85499.880000 sec): 3 clusters
  Score: Raw -225630.011281 + Penalty 2573.672559 = -223056.338723
  nChanged 40
		SP:Iteration 25Q (85500.040000 sec): 3 clusters
  Score: Raw -225651.858552 + Penalty 2573.672559 = -223078.185993
  nChanged 37
		SP:Iteration 26Q (85500.200000 sec): 3 clusters
  Score: Raw -225674.232465 + Penalty 2573.672559 = -223100.559906
  nChanged 35
		SP:Iteration 27Q (85500.360000 sec): 3 clusters
  Score: Raw -225698.176685 + Penalty 2573.672559 = -223124.504127
  nChanged 34
		SP:Iteration 28Q (85500.520000 sec): 3 clusters
  Score: Raw -225723.219258 + Penalty 2573.672559 = -223149.546699
  nChanged 30
		SP:Iteration 29Q (85500.680000 sec): 3 clusters
  Score: Raw -225739.601547 + Penalty 2573.672559 = -223165.928989
  nChanged 20
		SP:Iteration 30Q (85500.840000 sec): 3 clusters
  Score: Raw -225752.897481 + Penalty 2573.672559 = -223179.224922
  nChanged 21
		SP:Iteration 31Q (85501.030000 sec): 3 clusters
  Score: Raw -225764.440448 + Penalty 2573.672559 = -223190.767889
  nChanged 9
		SP:Iteration 32Q (85501.240000 sec): 3 clusters
  Score: Raw -225768.736102 + Penalty 2573.672559 = -223195.063544
  nChanged 6
		SP:Iteration 33Q (85501.420000 sec): 3 clusters
  Score: Raw -225772.767130 + Penalty 2573.672559 = -223199.094572
  nChanged 3
		SP:Iteration 34Q (85501.570000 sec): 3 clusters
  Score: Raw -225773.680879 + Penalty 2573.672559 = -223200.008321
  nChanged 3
		SP:Iteration 35Q (85501.730000 sec): 3 clusters
  Score: Raw -225774.833518 + Penalty 2573.672559 = -223201.160959
  nChanged 2
		SP:Iteration 36Q (85501.890000 sec): 3 clusters
  Score: Raw -225775.579412 + Penalty 2573.672559 = -223201.906853
  nChanged 1
		SP:Iteration 37Q (85502.050000 sec): 3 clusters
  Score: Raw -225775.992530 + Penalty 2573.672559 = -223202.319972
  nChanged 1
		SP:Iteration 38Q (85502.210000 sec): 3 clusters
  Score: Raw -225776.396344 + Penalty 2573.672559 = -223202.723785
  nChanged 0
		SP:Iteration 39F (85502.370000 sec): 3 clusters
  Score: Raw -225776.396344 + Penalty 2573.672559 = -223202.723785
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 68 (7244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85502.490000 sec): 2 clusters
  Score: Raw -599369.196344 + Penalty 1444.288433 = -597924.907911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85502.680000 sec): 3 clusters
  Score: Raw -595483.585053 + Penalty 2888.576866 = -592595.008187
  nChanged 3026
		SP:Iteration 1F (85502.850000 sec): 3 clusters
  Score: Raw -597580.298003 + Penalty 2888.576866 = -594691.721137
  nChanged 726
		SP:Iteration 2F (85503.030000 sec): 3 clusters
  Score: Raw -598396.691621 + Penalty 2888.576866 = -595508.114755
  nChanged 651
		SP:Iteration 3F (85503.270000 sec): 3 clusters
  Score: Raw -599020.260747 + Penalty 2888.576866 = -596131.683881
  nChanged 506
		SP:Iteration 4F (85503.430000 sec): 3 clusters
  Score: Raw -599465.724715 + Penalty 2888.576866 = -596577.147849
  nChanged 324
		SP:Iteration 5Q (85503.640000 sec): 3 clusters
  Score: Raw -599720.476296 + Penalty 2888.576866 = -596831.899430
  nChanged 216
		SP:Iteration 6Q (85503.830000 sec): 3 clusters
  Score: Raw -599874.370043 + Penalty 2888.576866 = -596985.793177
  nChanged 161
		SP:Iteration 7Q (85504.020000 sec): 3 clusters
  Score: Raw -599994.959744 + Penalty 2888.576866 = -597106.382878
  nChanged 113
		SP:Iteration 8Q (85504.170000 sec): 3 clusters
  Score: Raw -600079.695098 + Penalty 2888.576866 = -597191.118232
  nChanged 89
		SP:Iteration 9Q (85504.350000 sec): 3 clusters
  Score: Raw -600166.037062 + Penalty 2888.576866 = -597277.460196
  nChanged 97
		SP:Iteration 10Q (85504.530000 sec): 3 clusters
  Score: Raw -600249.617658 + Penalty 2888.576866 = -597361.040792
  nChanged 63
		SP:Iteration 11Q (85504.710000 sec): 3 clusters
  Score: Raw -600301.000160 + Penalty 2888.576866 = -597412.423294
  nChanged 46
		SP:Iteration 12Q (85504.890000 sec): 3 clusters
  Score: Raw -600343.351705 + Penalty 2888.576866 = -597454.774839
  nChanged 47
		SP:Iteration 13Q (85505.090000 sec): 3 clusters
  Score: Raw -600387.265918 + Penalty 2888.576866 = -597498.689052
  nChanged 36
		SP:Iteration 14Q (85505.270000 sec): 3 clusters
  Score: Raw -600407.745948 + Penalty 2888.576866 = -597519.169082
  nChanged 22
		SP:Iteration 15Q (85505.440000 sec): 3 clusters
  Score: Raw -600424.662881 + Penalty 2888.576866 = -597536.086015
  nChanged 18
		SP:Iteration 16Q (85505.640000 sec): 3 clusters
  Score: Raw -600432.633333 + Penalty 2888.576866 = -597544.056467
  nChanged 10
		SP:Iteration 17Q (85505.810000 sec): 3 clusters
  Score: Raw -600440.206837 + Penalty 2888.576866 = -597551.629971
  nChanged 9
		SP:Iteration 18Q (85506.030000 sec): 3 clusters
  Score: Raw -600447.119526 + Penalty 2888.576866 = -597558.542660
  nChanged 5
		SP:Iteration 19Q (85506.200000 sec): 3 clusters
  Score: Raw -600449.056406 + Penalty 2888.576866 = -597560.479539
  nChanged 0
		SP:Iteration 20F (85506.360000 sec): 3 clusters
  Score: Raw -600449.056406 + Penalty 2888.576866 = -597560.479539
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 69 (2986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85506.470000 sec): 2 clusters
  Score: Raw -232884.035258 + Penalty 1300.274621 = -231583.760636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85506.640000 sec): 3 clusters
  Score: Raw -231495.848552 + Penalty 2600.549243 = -228895.299309
  nChanged 1141
		SP:Iteration 1F (85506.800000 sec): 3 clusters
  Score: Raw -232184.346556 + Penalty 2600.549243 = -229583.797313
  nChanged 244
		SP:Iteration 2F (85506.960000 sec): 3 clusters
  Score: Raw -232371.772089 + Penalty 2600.549243 = -229771.222846
  nChanged 174
		SP:Iteration 3F (85507.120000 sec): 3 clusters
  Score: Raw -232513.998436 + Penalty 2600.549243 = -229913.449193
  nChanged 158
		SP:Iteration 4F (85507.280000 sec): 3 clusters
  Score: Raw -232632.574949 + Penalty 2600.549243 = -230032.025706
  nChanged 127
		SP:Iteration 5Q (85507.430000 sec): 3 clusters
  Score: Raw -232721.231760 + Penalty 2600.549243 = -230120.682517
  nChanged 89
		SP:Iteration 6Q (85507.590000 sec): 3 clusters
  Score: Raw -232768.341763 + Penalty 2600.549243 = -230167.792520
  nChanged 72
		SP:Iteration 7Q (85507.750000 sec): 3 clusters
  Score: Raw -232812.103853 + Penalty 2600.549243 = -230211.554610
  nChanged 54
		SP:Iteration 8Q (85507.910000 sec): 3 clusters
  Score: Raw -232840.414133 + Penalty 2600.549243 = -230239.864891
  nChanged 52
		SP:Iteration 9Q (85508.130000 sec): 3 clusters
  Score: Raw -232865.514083 + Penalty 2600.549243 = -230264.964840
  nChanged 32
		SP:Iteration 10Q (85508.240000 sec): 3 clusters
  Score: Raw -232879.088572 + Penalty 2600.549243 = -230278.539330
  nChanged 33
		SP:Iteration 11Q (85508.400000 sec): 3 clusters
  Score: Raw -232893.987268 + Penalty 2600.549243 = -230293.438025
  nChanged 38
		SP:Iteration 12Q (85508.530000 sec): 3 clusters
  Score: Raw -232920.951784 + Penalty 2600.549243 = -230320.402541
  nChanged 45
		SP:Iteration 13Q (85508.650000 sec): 3 clusters
  Score: Raw -232950.639932 + Penalty 2600.549243 = -230350.090689
  nChanged 39
		SP:Iteration 14Q (85508.780000 sec): 3 clusters
  Score: Raw -232980.115960 + Penalty 2600.549243 = -230379.566717
  nChanged 38
		SP:Iteration 15Q (85508.900000 sec): 3 clusters
  Score: Raw -233010.458988 + Penalty 2600.549243 = -230409.909745
  nChanged 32
		SP:Iteration 16Q (85509.030000 sec): 3 clusters
  Score: Raw -233030.863193 + Penalty 2600.549243 = -230430.313950
  nChanged 22
		SP:Iteration 17Q (85509.160000 sec): 3 clusters
  Score: Raw -233043.726301 + Penalty 2600.549243 = -230443.177058
  nChanged 20
		SP:Iteration 18Q (85509.290000 sec): 3 clusters
  Score: Raw -233052.003068 + Penalty 2600.549243 = -230451.453825
  nChanged 16
		SP:Iteration 19Q (85509.420000 sec): 3 clusters
  Score: Raw -233059.247319 + Penalty 2600.549243 = -230458.698076
  nChanged 21
		SP:Iteration 20F (85509.540000 sec): 3 clusters
  Score: Raw -233071.040633 + Penalty 2600.549243 = -230470.491390
  nChanged 17
		SP:Iteration 21Q (85509.670000 sec): 3 clusters
  Score: Raw -233077.673305 + Penalty 2600.549243 = -230477.124062
  nChanged 15
		SP:Iteration 22Q (85509.800000 sec): 3 clusters
  Score: Raw -233084.020449 + Penalty 2600.549243 = -230483.471206
  nChanged 17
		SP:Iteration 23Q (85509.930000 sec): 3 clusters
  Score: Raw -233091.546946 + Penalty 2600.549243 = -230490.997703
  nChanged 16
		SP:Iteration 24Q (85510.060000 sec): 3 clusters
  Score: Raw -233100.003362 + Penalty 2600.549243 = -230499.454120
  nChanged 13
		SP:Iteration 25Q (85510.190000 sec): 3 clusters
  Score: Raw -233105.971128 + Penalty 2600.549243 = -230505.421886
  nChanged 14
		SP:Iteration 26Q (85510.400000 sec): 3 clusters
  Score: Raw -233114.513016 + Penalty 2600.549243 = -230513.963773
  nChanged 11
		SP:Iteration 27Q (85510.570000 sec): 3 clusters
  Score: Raw -233119.335689 + Penalty 2600.549243 = -230518.786446
  nChanged 5
		SP:Iteration 28Q (85510.760000 sec): 3 clusters
  Score: Raw -233123.052352 + Penalty 2600.549243 = -230522.503110
  nChanged 6
		SP:Iteration 29Q (85510.890000 sec): 3 clusters
  Score: Raw -233126.501280 + Penalty 2600.549243 = -230525.952037
  nChanged 6
		SP:Iteration 30Q (85511.040000 sec): 3 clusters
  Score: Raw -233129.695593 + Penalty 2600.549243 = -230529.146350
  nChanged 6
		SP:Iteration 31Q (85511.200000 sec): 3 clusters
  Score: Raw -233135.151280 + Penalty 2600.549243 = -230534.602037
  nChanged 6
		SP:Iteration 32Q (85511.360000 sec): 3 clusters
  Score: Raw -233137.946509 + Penalty 2600.549243 = -230537.397267
  nChanged 7
		SP:Iteration 33Q (85511.520000 sec): 3 clusters
  Score: Raw -233141.146625 + Penalty 2600.549243 = -230540.597383
  nChanged 7
		SP:Iteration 34Q (85511.680000 sec): 3 clusters
  Score: Raw -233146.059410 + Penalty 2600.549243 = -230545.510167
  nChanged 6
		SP:Iteration 35Q (85511.840000 sec): 3 clusters
  Score: Raw -233149.804467 + Penalty 2600.549243 = -230549.255224
  nChanged 1
		SP:Iteration 36Q (85512.000000 sec): 3 clusters
  Score: Raw -233150.147747 + Penalty 2600.549243 = -230549.598504
  nChanged 0
		SP:Iteration 37F (85512.160000 sec): 3 clusters
  Score: Raw -233150.147747 + Penalty 2600.549243 = -230549.598504
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 70 (7907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85512.270000 sec): 2 clusters
  Score: Raw -638082.158664 + Penalty 1458.519355 = -636623.639309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85512.460000 sec): 3 clusters
  Score: Raw -633759.942097 + Penalty 2917.038710 = -630842.903387
  nChanged 3386
		SP:Iteration 1F (85512.680000 sec): 3 clusters
  Score: Raw -635701.866375 + Penalty 2917.038710 = -632784.827665
  nChanged 643
		SP:Iteration 2F (85512.880000 sec): 3 clusters
  Score: Raw -636116.965624 + Penalty 2917.038710 = -633199.926915
  nChanged 565
		SP:Iteration 3F (85513.110000 sec): 3 clusters
  Score: Raw -636525.107205 + Penalty 2917.038710 = -633608.068495
  nChanged 521
		SP:Iteration 4F (85513.240000 sec): 3 clusters
  Score: Raw -636924.718891 + Penalty 2917.038710 = -634007.680181
  nChanged 465
		SP:Iteration 5F (85513.410000 sec): 3 clusters
  Score: Raw -637247.181859 + Penalty 2917.038710 = -634330.143149
  nChanged 371
		SP:Iteration 6Q (85513.580000 sec): 3 clusters
  Score: Raw -637453.817428 + Penalty 2917.038710 = -634536.778718
  nChanged 287
		SP:Iteration 7Q (85513.770000 sec): 3 clusters
  Score: Raw -637579.203354 + Penalty 2917.038710 = -634662.164644
  nChanged 192
		SP:Iteration 8Q (85513.950000 sec): 3 clusters
  Score: Raw -637650.204283 + Penalty 2917.038710 = -634733.165573
  nChanged 145
		SP:Iteration 9Q (85514.130000 sec): 3 clusters
  Score: Raw -637712.547340 + Penalty 2917.038710 = -634795.508630
  nChanged 115
		SP:Iteration 10Q (85514.310000 sec): 3 clusters
  Score: Raw -637747.166504 + Penalty 2917.038710 = -634830.127795
  nChanged 81
		SP:Iteration 11Q (85514.590000 sec): 3 clusters
  Score: Raw -637768.144531 + Penalty 2917.038710 = -634851.105821
  nChanged 79
		SP:Iteration 12Q (85514.780000 sec): 3 clusters
  Score: Raw -637792.773596 + Penalty 2917.038710 = -634875.734886
  nChanged 86
		SP:Iteration 13Q (85515.030000 sec): 3 clusters
  Score: Raw -637816.015200 + Penalty 2917.038710 = -634898.976490
  nChanged 71
		SP:Iteration 14Q (85515.170000 sec): 3 clusters
  Score: Raw -637836.221117 + Penalty 2917.038710 = -634919.182407
  nChanged 52
		SP:Iteration 15Q (85515.350000 sec): 3 clusters
  Score: Raw -637850.460918 + Penalty 2917.038710 = -634933.422208
  nChanged 44
		SP:Iteration 16Q (85515.530000 sec): 3 clusters
  Score: Raw -637859.349109 + Penalty 2917.038710 = -634942.310399
  nChanged 41
		SP:Iteration 17Q (85515.760000 sec): 3 clusters
  Score: Raw -637868.488773 + Penalty 2917.038710 = -634951.450064
  nChanged 35
		SP:Iteration 18Q (85515.950000 sec): 3 clusters
  Score: Raw -637874.060097 + Penalty 2917.038710 = -634957.021387
  nChanged 25
		SP:Iteration 19Q (85516.130000 sec): 3 clusters
  Score: Raw -637879.388021 + Penalty 2917.038710 = -634962.349312
  nChanged 23
		SP:Iteration 20F (85516.310000 sec): 3 clusters
  Score: Raw -637884.816976 + Penalty 2917.038710 = -634967.778267
  nChanged 27
		SP:Iteration 21Q (85516.490000 sec): 3 clusters
  Score: Raw -637890.627200 + Penalty 2917.038710 = -634973.588490
  nChanged 22
		SP:Iteration 22Q (85516.660000 sec): 3 clusters
  Score: Raw -637894.850752 + Penalty 2917.038710 = -634977.812042
  nChanged 17
		SP:Iteration 23Q (85516.910000 sec): 3 clusters
  Score: Raw -637898.349671 + Penalty 2917.038710 = -634981.310961
  nChanged 18
		SP:Iteration 24Q (85517.050000 sec): 3 clusters
  Score: Raw -637900.418172 + Penalty 2917.038710 = -634983.379462
  nChanged 3
		SP:Iteration 25Q (85517.270000 sec): 3 clusters
  Score: Raw -637900.664325 + Penalty 2917.038710 = -634983.625615
  nChanged 2
		SP:Iteration 26Q (85517.470000 sec): 3 clusters
  Score: Raw -637901.163955 + Penalty 2917.038710 = -634984.125246
  nChanged 4
		SP:Iteration 27Q (85517.700000 sec): 3 clusters
  Score: Raw -637902.079597 + Penalty 2917.038710 = -634985.040887
  nChanged 7
		SP:Iteration 28Q (85517.870000 sec): 3 clusters
  Score: Raw -637902.929664 + Penalty 2917.038710 = -634985.890954
  nChanged 7
		SP:Iteration 29Q (85518.030000 sec): 3 clusters
  Score: Raw -637903.848344 + Penalty 2917.038710 = -634986.809634
  nChanged 3
		SP:Iteration 30Q (85518.220000 sec): 3 clusters
  Score: Raw -637904.362648 + Penalty 2917.038710 = -634987.323939
  nChanged 4
		SP:Iteration 31Q (85518.370000 sec): 3 clusters
  Score: Raw -637904.941814 + Penalty 2917.038710 = -634987.903104
  nChanged 5
		SP:Iteration 32Q (85518.610000 sec): 3 clusters
  Score: Raw -637905.754758 + Penalty 2917.038710 = -634988.716048
  nChanged 8
		SP:Iteration 33Q (85518.840000 sec): 3 clusters
  Score: Raw -637906.599164 + Penalty 2917.038710 = -634989.560454
  nChanged 5
		SP:Iteration 34Q (85519.050000 sec): 3 clusters
  Score: Raw -637907.300125 + Penalty 2917.038710 = -634990.261415
  nChanged 5
		SP:Iteration 35Q (85519.290000 sec): 3 clusters
  Score: Raw -637908.190034 + Penalty 2917.038710 = -634991.151324
  nChanged 5
		SP:Iteration 36Q (85519.450000 sec): 3 clusters
  Score: Raw -637908.749553 + Penalty 2917.038710 = -634991.710843
  nChanged 1
		SP:Iteration 37Q (85519.620000 sec): 3 clusters
  Score: Raw -637908.825838 + Penalty 2917.038710 = -634991.787128
  nChanged 1
		SP:Iteration 38Q (85519.770000 sec): 3 clusters
  Score: Raw -637908.956830 + Penalty 2917.038710 = -634991.918121
  nChanged 2
		SP:Iteration 39Q (85519.930000 sec): 3 clusters
  Score: Raw -637909.312969 + Penalty 2917.038710 = -634992.274259
  nChanged 2
		SP:Iteration 40F (85520.090000 sec): 3 clusters
  Score: Raw -637909.507646 + Penalty 2917.038710 = -634992.468936
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 71 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85520.170000 sec): 2 clusters
  Score: Raw -22520.273555 + Penalty 896.586096 = -21623.687460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85520.310000 sec): 3 clusters
  Score: Raw -22571.924091 + Penalty 1793.172191 = -20778.751899
  nChanged 33
		SP:Iteration 1F (85520.460000 sec): 3 clusters
  Score: Raw -22650.787657 + Penalty 1793.172191 = -20857.615465
  nChanged 5
		SP:Iteration 2Q (85520.600000 sec): 3 clusters
  Score: Raw -22668.368661 + Penalty 1793.172191 = -20875.196470
  nChanged 2
		SP:Iteration 3Q (85520.750000 sec): 3 clusters
  Score: Raw -22673.813453 + Penalty 1793.172191 = -20880.641261
  nChanged 1
		SP:Iteration 4Q (85520.930000 sec): 3 clusters
  Score: Raw -22678.536130 + Penalty 1793.172191 = -20885.363939
  nChanged 1
		SP:Iteration 5Q (85521.070000 sec): 3 clusters
  Score: Raw -22680.121697 + Penalty 1793.172191 = -20886.949506
  nChanged 0
		SP:Iteration 6F (85521.200000 sec): 3 clusters
  Score: Raw -22680.121697 + Penalty 1793.172191 = -20886.949506
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 72 (2838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85521.340000 sec): 2 clusters
  Score: Raw -230433.321486 + Penalty 1292.013914 = -229141.307572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85521.460000 sec): 3 clusters
  Score: Raw -229128.639109 + Penalty 2584.027829 = -226544.611280
  nChanged 1070
		SP:Iteration 1F (85521.620000 sec): 3 clusters
  Score: Raw -229723.252975 + Penalty 2584.027829 = -227139.225146
  nChanged 245
		SP:Iteration 2F (85521.780000 sec): 3 clusters
  Score: Raw -229915.741816 + Penalty 2584.027829 = -227331.713987
  nChanged 176
		SP:Iteration 3F (85521.940000 sec): 3 clusters
  Score: Raw -230082.758458 + Penalty 2584.027829 = -227498.730630
  nChanged 168
		SP:Iteration 4F (85522.100000 sec): 3 clusters
  Score: Raw -230262.786124 + Penalty 2584.027829 = -227678.758296
  nChanged 205
		SP:Iteration 5F (85522.260000 sec): 3 clusters
  Score: Raw -230470.803926 + Penalty 2584.027829 = -227886.776097
  nChanged 211
		SP:Iteration 6F (85522.420000 sec): 3 clusters
  Score: Raw -230723.794697 + Penalty 2584.027829 = -228139.766868
  nChanged 195
		SP:Iteration 7F (85522.580000 sec): 3 clusters
  Score: Raw -230969.429678 + Penalty 2584.027829 = -228385.401849
  nChanged 141
		SP:Iteration 8Q (85522.740000 sec): 3 clusters
  Score: Raw -231096.219897 + Penalty 2584.027829 = -228512.192069
  nChanged 90
		SP:Iteration 9Q (85522.900000 sec): 3 clusters
  Score: Raw -231168.185267 + Penalty 2584.027829 = -228584.157438
  nChanged 56
		SP:Iteration 10Q (85523.060000 sec): 3 clusters
  Score: Raw -231215.097678 + Penalty 2584.027829 = -228631.069849
  nChanged 35
		SP:Iteration 11Q (85523.220000 sec): 3 clusters
  Score: Raw -231236.685944 + Penalty 2584.027829 = -228652.658115
  nChanged 19
		SP:Iteration 12Q (85523.380000 sec): 3 clusters
  Score: Raw -231248.345439 + Penalty 2584.027829 = -228664.317611
  nChanged 15
		SP:Iteration 13Q (85523.590000 sec): 3 clusters
  Score: Raw -231255.948970 + Penalty 2584.027829 = -228671.921142
  nChanged 7
		SP:Iteration 14Q (85523.770000 sec): 3 clusters
  Score: Raw -231260.523687 + Penalty 2584.027829 = -228676.495859
  nChanged 9
		SP:Iteration 15Q (85523.930000 sec): 3 clusters
  Score: Raw -231264.211108 + Penalty 2584.027829 = -228680.183279
  nChanged 3
		SP:Iteration 16Q (85524.070000 sec): 3 clusters
  Score: Raw -231265.455293 + Penalty 2584.027829 = -228681.427465
  nChanged 2
		SP:Iteration 17Q (85524.220000 sec): 3 clusters
  Score: Raw -231267.035617 + Penalty 2584.027829 = -228683.007788
  nChanged 1
		SP:Iteration 18Q (85524.360000 sec): 3 clusters
  Score: Raw -231267.507399 + Penalty 2584.027829 = -228683.479570
  nChanged 0
		SP:Iteration 19F (85524.500000 sec): 3 clusters
  Score: Raw -231267.507399 + Penalty 2584.027829 = -228683.479570
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 73 (8014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85524.640000 sec): 2 clusters
  Score: Raw -671145.022396 + Penalty 1460.703610 = -669684.318787
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85524.830000 sec): 3 clusters
  Score: Raw -666743.449579 + Penalty 2921.407220 = -663822.042360
  nChanged 3365
		SP:Iteration 1F (85524.980000 sec): 3 clusters
  Score: Raw -668718.387649 + Penalty 2921.407220 = -665796.980429
  nChanged 602
		SP:Iteration 2F (85525.140000 sec): 3 clusters
  Score: Raw -669060.216835 + Penalty 2921.407220 = -666138.809615
  nChanged 477
		SP:Iteration 3F (85525.330000 sec): 3 clusters
  Score: Raw -669294.502983 + Penalty 2921.407220 = -666373.095764
  nChanged 371
		SP:Iteration 4Q (85525.530000 sec): 3 clusters
  Score: Raw -669459.903699 + Penalty 2921.407220 = -666538.496479
  nChanged 329
		SP:Iteration 5Q (85525.750000 sec): 3 clusters
  Score: Raw -669623.853502 + Penalty 2921.407220 = -666702.446282
  nChanged 342
		SP:Iteration 6Q (85525.910000 sec): 3 clusters
  Score: Raw -669816.582777 + Penalty 2921.407220 = -666895.175558
  nChanged 359
		SP:Iteration 7Q (85526.070000 sec): 3 clusters
  Score: Raw -670026.021915 + Penalty 2921.407220 = -667104.614695
  nChanged 358
		SP:Iteration 8Q (85526.280000 sec): 3 clusters
  Score: Raw -670228.762480 + Penalty 2921.407220 = -667307.355260
  nChanged 342
		SP:Iteration 9Q (85526.440000 sec): 3 clusters
  Score: Raw -670430.605308 + Penalty 2921.407220 = -667509.198089
  nChanged 298
		SP:Iteration 10Q (85526.570000 sec): 3 clusters
  Score: Raw -670598.142640 + Penalty 2921.407220 = -667676.735421
  nChanged 266
		SP:Iteration 11Q (85526.750000 sec): 3 clusters
  Score: Raw -670756.624180 + Penalty 2921.407220 = -667835.216960
  nChanged 238
		SP:Iteration 12Q (85526.920000 sec): 3 clusters
  Score: Raw -670905.763298 + Penalty 2921.407220 = -667984.356078
  nChanged 204
		SP:Iteration 13Q (85527.090000 sec): 3 clusters
  Score: Raw -671020.191858 + Penalty 2921.407220 = -668098.784639
  nChanged 170
		SP:Iteration 14Q (85527.270000 sec): 3 clusters
  Score: Raw -671110.372385 + Penalty 2921.407220 = -668188.965165
  nChanged 125
		SP:Iteration 15Q (85527.430000 sec): 3 clusters
  Score: Raw -671167.584303 + Penalty 2921.407220 = -668246.177083
  nChanged 95
		SP:Iteration 16Q (85527.650000 sec): 3 clusters
  Score: Raw -671215.079713 + Penalty 2921.407220 = -668293.672493
  nChanged 92
		SP:Iteration 17Q (85527.830000 sec): 3 clusters
  Score: Raw -671266.840822 + Penalty 2921.407220 = -668345.433603
  nChanged 86
		SP:Iteration 18Q (85528.020000 sec): 3 clusters
  Score: Raw -671320.079458 + Penalty 2921.407220 = -668398.672239
  nChanged 69
		SP:Iteration 19Q (85528.160000 sec): 3 clusters
  Score: Raw -671360.145611 + Penalty 2921.407220 = -668438.738392
  nChanged 51
		SP:Iteration 20F (85528.330000 sec): 3 clusters
  Score: Raw -671393.931848 + Penalty 2921.407220 = -668472.524629
  nChanged 44
		SP:Iteration 21Q (85528.510000 sec): 3 clusters
  Score: Raw -671427.492591 + Penalty 2921.407220 = -668506.085371
  nChanged 47
		SP:Iteration 22Q (85528.680000 sec): 3 clusters
  Score: Raw -671461.659165 + Penalty 2921.407220 = -668540.251945
  nChanged 46
		SP:Iteration 23Q (85528.840000 sec): 3 clusters
  Score: Raw -671497.444684 + Penalty 2921.407220 = -668576.037465
  nChanged 54
		SP:Iteration 24Q (85529.000000 sec): 3 clusters
  Score: Raw -671532.560621 + Penalty 2921.407220 = -668611.153402
  nChanged 50
		SP:Iteration 25Q (85529.170000 sec): 3 clusters
  Score: Raw -671578.832121 + Penalty 2921.407220 = -668657.424901
  nChanged 48
		SP:Iteration 26Q (85529.340000 sec): 3 clusters
  Score: Raw -671614.402969 + Penalty 2921.407220 = -668692.995750
  nChanged 44
		SP:Iteration 27Q (85529.500000 sec): 3 clusters
  Score: Raw -671661.657434 + Penalty 2921.407220 = -668740.250214
  nChanged 55
		SP:Iteration 28Q (85529.670000 sec): 3 clusters
  Score: Raw -671717.924505 + Penalty 2921.407220 = -668796.517285
  nChanged 57
		SP:Iteration 29Q (85529.910000 sec): 3 clusters
  Score: Raw -671787.814729 + Penalty 2921.407220 = -668866.407510
  nChanged 79
		SP:Iteration 30Q (85530.140000 sec): 3 clusters
  Score: Raw -671864.648191 + Penalty 2921.407220 = -668943.240971
  nChanged 74
		SP:Iteration 31Q (85530.310000 sec): 3 clusters
  Score: Raw -671921.792526 + Penalty 2921.407220 = -669000.385306
  nChanged 52
		SP:Iteration 32Q (85530.440000 sec): 3 clusters
  Score: Raw -671954.073594 + Penalty 2921.407220 = -669032.666374
  nChanged 39
		SP:Iteration 33Q (85530.610000 sec): 3 clusters
  Score: Raw -671970.454537 + Penalty 2921.407220 = -669049.047317
  nChanged 18
		SP:Iteration 34Q (85530.780000 sec): 3 clusters
  Score: Raw -671977.427847 + Penalty 2921.407220 = -669056.020627
  nChanged 11
		SP:Iteration 35Q (85531.010000 sec): 3 clusters
  Score: Raw -671981.185325 + Penalty 2921.407220 = -669059.778105
  nChanged 8
		SP:Iteration 36Q (85531.200000 sec): 3 clusters
  Score: Raw -671984.397996 + Penalty 2921.407220 = -669062.990777
  nChanged 5
		SP:Iteration 37Q (85531.390000 sec): 3 clusters
  Score: Raw -671985.897521 + Penalty 2921.407220 = -669064.490301
  nChanged 2
		SP:Iteration 38Q (85531.560000 sec): 3 clusters
  Score: Raw -671986.327609 + Penalty 2921.407220 = -669064.920390
  nChanged 2
		SP:Iteration 39Q (85531.780000 sec): 3 clusters
  Score: Raw -671986.929382 + Penalty 2921.407220 = -669065.522162
  nChanged 2
		SP:Iteration 40F (85531.960000 sec): 3 clusters
  Score: Raw -671988.202346 + Penalty 2921.407220 = -669066.795126
  nChanged 3
		SP:Iteration 41Q (85532.230000 sec): 3 clusters
  Score: Raw -671988.975036 + Penalty 2921.407220 = -669067.567817
  nChanged 2
		SP:Iteration 42Q (85532.420000 sec): 3 clusters
  Score: Raw -671989.561003 + Penalty 2921.407220 = -669068.153783
  nChanged 2
		SP:Iteration 43Q (85532.620000 sec): 3 clusters
  Score: Raw -671989.856664 + Penalty 2921.407220 = -669068.449444
  nChanged 2
		SP:Iteration 44Q (85532.740000 sec): 3 clusters
  Score: Raw -671991.052408 + Penalty 2921.407220 = -669069.645188
  nChanged 3
		SP:Iteration 45Q (85532.980000 sec): 3 clusters
  Score: Raw -671991.752723 + Penalty 2921.407220 = -669070.345504
  nChanged 3
		SP:Iteration 46Q (85533.160000 sec): 3 clusters
  Score: Raw -671992.325719 + Penalty 2921.407220 = -669070.918499
  nChanged 1
		SP:Iteration 47Q (85533.290000 sec): 3 clusters
  Score: Raw -671992.462711 + Penalty 2921.407220 = -669071.055492
  nChanged 0
		SP:Iteration 48F (85533.520000 sec): 3 clusters
  Score: Raw -671992.462711 + Penalty 2921.407220 = -669071.055492
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 74 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85533.610000 sec): 2 clusters
  Score: Raw -37802.525888 + Penalty 998.778504 = -36803.747384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85533.780000 sec): 3 clusters
  Score: Raw -37761.400225 + Penalty 1997.557009 = -35763.843217
  nChanged 101
		SP:Iteration 1F (85534.010000 sec): 3 clusters
  Score: Raw -37882.903473 + Penalty 1997.557009 = -35885.346464
  nChanged 17
		SP:Iteration 2Q (85534.110000 sec): 3 clusters
  Score: Raw -37914.344756 + Penalty 1997.557009 = -35916.787747
  nChanged 8
		SP:Iteration 3Q (85534.260000 sec): 3 clusters
  Score: Raw -37925.334108 + Penalty 1997.557009 = -35927.777100
  nChanged 9
		SP:Iteration 4Q (85534.420000 sec): 3 clusters
  Score: Raw -37944.832647 + Penalty 1997.557009 = -35947.275638
  nChanged 7
		SP:Iteration 5Q (85534.580000 sec): 3 clusters
  Score: Raw -37961.426805 + Penalty 1997.557009 = -35963.869797
  nChanged 5
		SP:Iteration 6Q (85534.740000 sec): 3 clusters
  Score: Raw -37971.346281 + Penalty 1997.557009 = -35973.789272
  nChanged 3
		SP:Iteration 7Q (85534.900000 sec): 3 clusters
  Score: Raw -37976.282354 + Penalty 1997.557009 = -35978.725345
  nChanged 0
		SP:Iteration 8F (85535.060000 sec): 3 clusters
  Score: Raw -37976.282354 + Penalty 1997.557009 = -35978.725345
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 75 (921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85535.140000 sec): 2 clusters
  Score: Raw -77158.401394 + Penalty 1109.137256 = -76049.264138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85535.300000 sec): 3 clusters
  Score: Raw -76858.080218 + Penalty 2218.274512 = -74639.805707
  nChanged 268
		SP:Iteration 1F (85535.460000 sec): 3 clusters
  Score: Raw -77088.462135 + Penalty 2218.274512 = -74870.187624
  nChanged 82
		SP:Iteration 2F (85535.620000 sec): 3 clusters
  Score: Raw -77161.690850 + Penalty 2218.274512 = -74943.416339
  nChanged 31
		SP:Iteration 3Q (85535.780000 sec): 3 clusters
  Score: Raw -77194.019666 + Penalty 2218.274512 = -74975.745154
  nChanged 18
		SP:Iteration 4Q (85535.940000 sec): 3 clusters
  Score: Raw -77212.933509 + Penalty 2218.274512 = -74994.658997
  nChanged 16
		SP:Iteration 5Q (85536.100000 sec): 3 clusters
  Score: Raw -77229.673449 + Penalty 2218.274512 = -75011.398937
  nChanged 7
		SP:Iteration 6Q (85536.290000 sec): 3 clusters
  Score: Raw -77235.886744 + Penalty 2218.274512 = -75017.612232
  nChanged 8
		SP:Iteration 7Q (85536.420000 sec): 3 clusters
  Score: Raw -77241.632766 + Penalty 2218.274512 = -75023.358254
  nChanged 10
		SP:Iteration 8Q (85536.590000 sec): 3 clusters
  Score: Raw -77249.213406 + Penalty 2218.274512 = -75030.938895
  nChanged 7
		SP:Iteration 9Q (85536.710000 sec): 3 clusters
  Score: Raw -77256.128670 + Penalty 2218.274512 = -75037.854158
  nChanged 3
		SP:Iteration 10Q (85536.850000 sec): 3 clusters
  Score: Raw -77257.461781 + Penalty 2218.274512 = -75039.187269
  nChanged 0
		SP:Iteration 11F (85537.000000 sec): 3 clusters
  Score: Raw -77257.461781 + Penalty 2218.274512 = -75039.187269
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 76 (204668 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85538.080000 sec): 2 clusters
  Score: Raw -18365640.796654 + Penalty 1987.235970 = -18363653.560683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85539.520000 sec): 3 clusters
  Score: Raw -18229985.440326 + Penalty 3974.471941 = -18226010.968386
  nChanged 99274
		SP:Iteration 1F (85540.960000 sec): 3 clusters
  Score: Raw -18289633.809488 + Penalty 3974.471941 = -18285659.337547
  nChanged 8286
		SP:Iteration 2Q (85542.640000 sec): 3 clusters
  Score: Raw -18292658.916349 + Penalty 3974.471941 = -18288684.444408
  nChanged 11499
		SP:Iteration 3F (85544.140000 sec): 3 clusters
  Score: Raw -18298670.387423 + Penalty 3974.471941 = -18294695.915482
  nChanged 15485
		SP:Iteration 4F (85545.560000 sec): 3 clusters
  Score: Raw -18309730.841303 + Penalty 3974.471941 = -18305756.369362
  nChanged 18657
		SP:Iteration 5F (85546.930000 sec): 3 clusters
  Score: Raw -18326315.607045 + Penalty 3974.471941 = -18322341.135105
  nChanged 17880
		SP:Iteration 6F (85548.280000 sec): 3 clusters
  Score: Raw -18344329.997237 + Penalty 3974.471941 = -18340355.525296
  nChanged 12537
		SP:Iteration 7F (85549.470000 sec): 3 clusters
  Score: Raw -18357205.111153 + Penalty 3974.471941 = -18353230.639212
  nChanged 6058
		SP:Iteration 8Q (85550.750000 sec): 3 clusters
  Score: Raw -18363190.858684 + Penalty 3974.471941 = -18359216.386743
  nChanged 2015
		SP:Iteration 9Q (85551.840000 sec): 3 clusters
  Score: Raw -18365036.045574 + Penalty 3974.471941 = -18361061.573633
  nChanged 557
		SP:Iteration 10Q (85552.950000 sec): 3 clusters
  Score: Raw -18365549.749310 + Penalty 3974.471941 = -18361575.277369
  nChanged 147
		SP:Iteration 11Q (85554.050000 sec): 3 clusters
  Score: Raw -18365705.622065 + Penalty 3974.471941 = -18361731.150124
  nChanged 47
		SP:Iteration 12Q (85555.160000 sec): 3 clusters
  Score: Raw -18365761.734401 + Penalty 3974.471941 = -18361787.262461
  nChanged 26
		SP:Iteration 13Q (85556.180000 sec): 3 clusters
  Score: Raw -18365797.423606 + Penalty 3974.471941 = -18361822.951666
  nChanged 17
		SP:Iteration 14Q (85557.240000 sec): 3 clusters
  Score: Raw -18365822.266432 + Penalty 3974.471941 = -18361847.794491
  nChanged 13
		SP:Iteration 15Q (85558.220000 sec): 3 clusters
  Score: Raw -18365835.866176 + Penalty 3974.471941 = -18361861.394236
  nChanged 7
		SP:Iteration 16Q (85559.330000 sec): 3 clusters
  Score: Raw -18365843.154941 + Penalty 3974.471941 = -18361868.683001
  nChanged 3
		SP:Iteration 17Q (85560.450000 sec): 3 clusters
  Score: Raw -18365846.677745 + Penalty 3974.471941 = -18361872.205804
  nChanged 2
		SP:Iteration 18Q (85561.680000 sec): 3 clusters
  Score: Raw -18365850.469282 + Penalty 3974.471941 = -18361875.997341
  nChanged 3
		SP:Iteration 19Q (85562.880000 sec): 3 clusters
  Score: Raw -18365855.482213 + Penalty 3974.471941 = -18361881.010272
  nChanged 5
		SP:Iteration 20F (85564.090000 sec): 3 clusters
  Score: Raw -18365861.520495 + Penalty 3974.471941 = -18361887.048554
  nChanged 6
		SP:Iteration 21Q (85565.260000 sec): 3 clusters
  Score: Raw -18365867.562247 + Penalty 3974.471941 = -18361893.090306
  nChanged 5
		SP:Iteration 22Q (85566.570000 sec): 3 clusters
  Score: Raw -18365874.448670 + Penalty 3974.471941 = -18361899.976729
  nChanged 6
		SP:Iteration 23Q (85567.640000 sec): 3 clusters
  Score: Raw -18365881.333813 + Penalty 3974.471941 = -18361906.861872
  nChanged 6
		SP:Iteration 24Q (85568.830000 sec): 3 clusters
  Score: Raw -18365890.627232 + Penalty 3974.471941 = -18361916.155291
  nChanged 7
		SP:Iteration 25Q (85570.070000 sec): 3 clusters
  Score: Raw -18365901.116144 + Penalty 3974.471941 = -18361926.644203
  nChanged 5
		SP:Iteration 26Q (85571.150000 sec): 3 clusters
  Score: Raw -18365908.475367 + Penalty 3974.471941 = -18361934.003426
  nChanged 6
		SP:Iteration 27Q (85572.280000 sec): 3 clusters
  Score: Raw -18365920.174089 + Penalty 3974.471941 = -18361945.702149
  nChanged 6
		SP:Iteration 28Q (85573.320000 sec): 3 clusters
  Score: Raw -18365926.291760 + Penalty 3974.471941 = -18361951.819819
  nChanged 7
		SP:Iteration 29Q (85574.520000 sec): 3 clusters
  Score: Raw -18365931.188866 + Penalty 3974.471941 = -18361956.716925
  nChanged 3
		SP:Iteration 30Q (85575.640000 sec): 3 clusters
  Score: Raw -18365932.863559 + Penalty 3974.471941 = -18361958.391618
  nChanged 0
		SP:Iteration 31F (85576.890000 sec): 3 clusters
  Score: Raw -18365932.863559 + Penalty 3974.471941 = -18361958.391618
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 77 (14490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85577.110000 sec): 2 clusters
  Score: Raw -1135390.737967 + Penalty 1556.947281 = -1133833.790686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85577.320000 sec): 3 clusters
  Score: Raw -1126971.510589 + Penalty 3113.894561 = -1123857.616027
  nChanged 6317
		SP:Iteration 1F (85577.620000 sec): 3 clusters
  Score: Raw -1130412.011759 + Penalty 3113.894561 = -1127298.117198
  nChanged 897
		SP:Iteration 2F (85577.860000 sec): 3 clusters
  Score: Raw -1130859.251038 + Penalty 3113.894561 = -1127745.356476
  nChanged 834
		SP:Iteration 3F (85578.090000 sec): 3 clusters
  Score: Raw -1131337.771859 + Penalty 3113.894561 = -1128223.877298
  nChanged 894
		SP:Iteration 4F (85578.280000 sec): 3 clusters
  Score: Raw -1131889.390553 + Penalty 3113.894561 = -1128775.495992
  nChanged 877
		SP:Iteration 5F (85578.520000 sec): 3 clusters
  Score: Raw -1132428.820535 + Penalty 3113.894561 = -1129314.925974
  nChanged 790
		SP:Iteration 6F (85578.760000 sec): 3 clusters
  Score: Raw -1132924.151719 + Penalty 3113.894561 = -1129810.257157
  nChanged 639
		SP:Iteration 7Q (85579.040000 sec): 3 clusters
  Score: Raw -1133318.507242 + Penalty 3113.894561 = -1130204.612680
  nChanged 640
		SP:Iteration 8Q (85579.280000 sec): 3 clusters
  Score: Raw -1133751.937399 + Penalty 3113.894561 = -1130638.042838
  nChanged 570
		SP:Iteration 9Q (85579.540000 sec): 3 clusters
  Score: Raw -1134093.399124 + Penalty 3113.894561 = -1130979.504562
  nChanged 464
		SP:Iteration 10Q (85579.820000 sec): 3 clusters
  Score: Raw -1134341.142899 + Penalty 3113.894561 = -1131227.248337
  nChanged 378
		SP:Iteration 11Q (85580.060000 sec): 3 clusters
  Score: Raw -1134534.662878 + Penalty 3113.894561 = -1131420.768317
  nChanged 343
		SP:Iteration 12Q (85580.300000 sec): 3 clusters
  Score: Raw -1134735.919506 + Penalty 3113.894561 = -1131622.024945
  nChanged 279
		SP:Iteration 13Q (85580.540000 sec): 3 clusters
  Score: Raw -1134901.645689 + Penalty 3113.894561 = -1131787.751128
  nChanged 239
		SP:Iteration 14Q (85580.790000 sec): 3 clusters
  Score: Raw -1135044.034395 + Penalty 3113.894561 = -1131930.139833
  nChanged 217
		SP:Iteration 15Q (85581.070000 sec): 3 clusters
  Score: Raw -1135165.976822 + Penalty 3113.894561 = -1132052.082261
  nChanged 184
		SP:Iteration 16Q (85581.310000 sec): 3 clusters
  Score: Raw -1135259.276564 + Penalty 3113.894561 = -1132145.382002
  nChanged 146
		SP:Iteration 17Q (85581.580000 sec): 3 clusters
  Score: Raw -1135330.331315 + Penalty 3113.894561 = -1132216.436753
  nChanged 143
		SP:Iteration 18Q (85581.840000 sec): 3 clusters
  Score: Raw -1135398.978410 + Penalty 3113.894561 = -1132285.083849
  nChanged 112
		SP:Iteration 19Q (85582.090000 sec): 3 clusters
  Score: Raw -1135444.959271 + Penalty 3113.894561 = -1132331.064709
  nChanged 90
		SP:Iteration 20F (85582.280000 sec): 3 clusters
  Score: Raw -1135483.080526 + Penalty 3113.894561 = -1132369.185965
  nChanged 73
		SP:Iteration 21Q (85582.550000 sec): 3 clusters
  Score: Raw -1135512.493552 + Penalty 3113.894561 = -1132398.598991
  nChanged 68
		SP:Iteration 22Q (85582.800000 sec): 3 clusters
  Score: Raw -1135543.259541 + Penalty 3113.894561 = -1132429.364979
  nChanged 60
		SP:Iteration 23Q (85583.070000 sec): 3 clusters
  Score: Raw -1135567.276545 + Penalty 3113.894561 = -1132453.381983
  nChanged 59
		SP:Iteration 24Q (85583.300000 sec): 3 clusters
  Score: Raw -1135587.263862 + Penalty 3113.894561 = -1132473.369301
  nChanged 42
		SP:Iteration 25Q (85583.510000 sec): 3 clusters
  Score: Raw -1135598.691701 + Penalty 3113.894561 = -1132484.797140
  nChanged 35
		SP:Iteration 26Q (85583.770000 sec): 3 clusters
  Score: Raw -1135611.334423 + Penalty 3113.894561 = -1132497.439862
  nChanged 44
		SP:Iteration 27Q (85583.960000 sec): 3 clusters
  Score: Raw -1135627.203979 + Penalty 3113.894561 = -1132513.309418
  nChanged 46
		SP:Iteration 28Q (85584.250000 sec): 3 clusters
  Score: Raw -1135643.028536 + Penalty 3113.894561 = -1132529.133975
  nChanged 27
		SP:Iteration 29Q (85584.510000 sec): 3 clusters
  Score: Raw -1135653.114093 + Penalty 3113.894561 = -1132539.219532
  nChanged 27
		SP:Iteration 30Q (85584.750000 sec): 3 clusters
  Score: Raw -1135661.649271 + Penalty 3113.894561 = -1132547.754709
  nChanged 22
		SP:Iteration 31Q (85584.980000 sec): 3 clusters
  Score: Raw -1135669.936914 + Penalty 3113.894561 = -1132556.042352
  nChanged 24
		SP:Iteration 32Q (85585.270000 sec): 3 clusters
  Score: Raw -1135677.720709 + Penalty 3113.894561 = -1132563.826148
  nChanged 15
		SP:Iteration 33Q (85585.540000 sec): 3 clusters
  Score: Raw -1135683.825131 + Penalty 3113.894561 = -1132569.930569
  nChanged 23
		SP:Iteration 34Q (85585.780000 sec): 3 clusters
  Score: Raw -1135692.080329 + Penalty 3113.894561 = -1132578.185768
  nChanged 20
		SP:Iteration 35Q (85586.010000 sec): 3 clusters
  Score: Raw -1135696.962092 + Penalty 3113.894561 = -1132583.067530
  nChanged 19
		SP:Iteration 36Q (85586.290000 sec): 3 clusters
  Score: Raw -1135702.654699 + Penalty 3113.894561 = -1132588.760137
  nChanged 17
		SP:Iteration 37Q (85586.500000 sec): 3 clusters
  Score: Raw -1135708.266072 + Penalty 3113.894561 = -1132594.371510
  nChanged 16
		SP:Iteration 38Q (85586.780000 sec): 3 clusters
  Score: Raw -1135713.670162 + Penalty 3113.894561 = -1132599.775600
  nChanged 18
		SP:Iteration 39Q (85587.020000 sec): 3 clusters
  Score: Raw -1135720.228238 + Penalty 3113.894561 = -1132606.333677
  nChanged 16
		SP:Iteration 40F (85587.240000 sec): 3 clusters
  Score: Raw -1135725.635321 + Penalty 3113.894561 = -1132611.740759
  nChanged 17
		SP:Iteration 41Q (85587.440000 sec): 3 clusters
  Score: Raw -1135729.787000 + Penalty 3113.894561 = -1132615.892438
  nChanged 11
		SP:Iteration 42Q (85587.660000 sec): 3 clusters
  Score: Raw -1135731.844584 + Penalty 3113.894561 = -1132617.950022
  nChanged 4
		SP:Iteration 43Q (85587.900000 sec): 3 clusters
  Score: Raw -1135732.950702 + Penalty 3113.894561 = -1132619.056141
  nChanged 4
		SP:Iteration 44Q (85588.120000 sec): 3 clusters
  Score: Raw -1135733.763607 + Penalty 3113.894561 = -1132619.869045
  nChanged 3
		SP:Iteration 45Q (85588.410000 sec): 3 clusters
  Score: Raw -1135734.626837 + Penalty 3113.894561 = -1132620.732275
  nChanged 4
		SP:Iteration 46Q (85588.660000 sec): 3 clusters
  Score: Raw -1135736.037506 + Penalty 3113.894561 = -1132622.142945
  nChanged 3
		SP:Iteration 47Q (85588.880000 sec): 3 clusters
  Score: Raw -1135737.214286 + Penalty 3113.894561 = -1132623.319725
  nChanged 5
		SP:Iteration 48Q (85589.120000 sec): 3 clusters
  Score: Raw -1135738.940289 + Penalty 3113.894561 = -1132625.045727
  nChanged 5
		SP:Iteration 49Q (85589.390000 sec): 3 clusters
  Score: Raw -1135740.326456 + Penalty 3113.894561 = -1132626.431895
  nChanged 5
		SP:Iteration 50Q (85589.660000 sec): 3 clusters
  Score: Raw -1135741.922101 + Penalty 3113.894561 = -1132628.027540
  nChanged 7
		SP:Iteration 51Q (85589.930000 sec): 3 clusters
  Score: Raw -1135743.867385 + Penalty 3113.894561 = -1132629.972823
  nChanged 11
		SP:Iteration 52Q (85590.190000 sec): 3 clusters
  Score: Raw -1135747.125339 + Penalty 3113.894561 = -1132633.230778
  nChanged 7
		SP:Iteration 53Q (85590.470000 sec): 3 clusters
  Score: Raw -1135749.744403 + Penalty 3113.894561 = -1132635.849842
  nChanged 5
		SP:Iteration 54Q (85590.770000 sec): 3 clusters
  Score: Raw -1135750.901476 + Penalty 3113.894561 = -1132637.006915
  nChanged 5
		SP:Iteration 55Q (85590.960000 sec): 3 clusters
  Score: Raw -1135752.001656 + Penalty 3113.894561 = -1132638.107094
  nChanged 2
		SP:Iteration 56Q (85591.210000 sec): 3 clusters
  Score: Raw -1135752.339345 + Penalty 3113.894561 = -1132638.444784
  nChanged 1
		SP:Iteration 57Q (85591.430000 sec): 3 clusters
  Score: Raw -1135752.632033 + Penalty 3113.894561 = -1132638.737472
  nChanged 1
		SP:Iteration 58Q (85591.690000 sec): 3 clusters
  Score: Raw -1135752.952789 + Penalty 3113.894561 = -1132639.058227
  nChanged 0
		SP:Iteration 59F (85591.920000 sec): 3 clusters
  Score: Raw -1135752.952789 + Penalty 3113.894561 = -1132639.058227
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 78 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85591.970000 sec): 2 clusters
  Score: Raw -48463.147335 + Penalty 1040.849624 = -47422.297711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85592.170000 sec): 3 clusters
  Score: Raw -48343.881778 + Penalty 2081.699249 = -46262.182529
  nChanged 149
		SP:Iteration 1F (85592.340000 sec): 3 clusters
  Score: Raw -48538.840770 + Penalty 2081.699249 = -46457.141521
  nChanged 36
		SP:Iteration 2F (85592.540000 sec): 3 clusters
  Score: Raw -48601.719567 + Penalty 2081.699249 = -46520.020318
  nChanged 13
		SP:Iteration 3Q (85592.640000 sec): 3 clusters
  Score: Raw -48623.134991 + Penalty 2081.699249 = -46541.435742
  nChanged 13
		SP:Iteration 4Q (85592.800000 sec): 3 clusters
  Score: Raw -48638.170472 + Penalty 2081.699249 = -46556.471223
  nChanged 9
		SP:Iteration 5Q (85592.970000 sec): 3 clusters
  Score: Raw -48654.681806 + Penalty 2081.699249 = -46572.982557
  nChanged 12
		SP:Iteration 6Q (85593.130000 sec): 3 clusters
  Score: Raw -48670.821192 + Penalty 2081.699249 = -46589.121943
  nChanged 6
		SP:Iteration 7Q (85593.290000 sec): 3 clusters
  Score: Raw -48682.121551 + Penalty 2081.699249 = -46600.422302
  nChanged 7
		SP:Iteration 8Q (85593.450000 sec): 3 clusters
  Score: Raw -48696.331007 + Penalty 2081.699249 = -46614.631758
  nChanged 4
		SP:Iteration 9Q (85593.610000 sec): 3 clusters
  Score: Raw -48700.602635 + Penalty 2081.699249 = -46618.903386
  nChanged 6
		SP:Iteration 10Q (85593.770000 sec): 3 clusters
  Score: Raw -48717.392886 + Penalty 2081.699249 = -46635.693638
  nChanged 9
		SP:Iteration 11Q (85593.930000 sec): 3 clusters
  Score: Raw -48730.668955 + Penalty 2081.699249 = -46648.969706
  nChanged 9
		SP:Iteration 12Q (85594.090000 sec): 3 clusters
  Score: Raw -48746.982719 + Penalty 2081.699249 = -46665.283471
  nChanged 6
		SP:Iteration 13Q (85594.250000 sec): 3 clusters
  Score: Raw -48755.088869 + Penalty 2081.699249 = -46673.389621
  nChanged 3
		SP:Iteration 14Q (85594.410000 sec): 3 clusters
  Score: Raw -48757.418498 + Penalty 2081.699249 = -46675.719249
  nChanged 0
		SP:Iteration 15F (85594.570000 sec): 3 clusters
  Score: Raw -48757.418498 + Penalty 2081.699249 = -46675.719249
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 79 (1759 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85594.680000 sec): 2 clusters
  Score: Raw -123673.859727 + Penalty 1214.281371 = -122459.578356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85594.880000 sec): 3 clusters
  Score: Raw -122910.290774 + Penalty 2428.562742 = -120481.728031
  nChanged 613
		SP:Iteration 1F (85595.030000 sec): 3 clusters
  Score: Raw -123332.161427 + Penalty 2428.562742 = -120903.598685
  nChanged 158
		SP:Iteration 2F (85595.190000 sec): 3 clusters
  Score: Raw -123482.240964 + Penalty 2428.562742 = -121053.678222
  nChanged 117
		SP:Iteration 3F (85595.350000 sec): 3 clusters
  Score: Raw -123634.887330 + Penalty 2428.562742 = -121206.324588
  nChanged 107
		SP:Iteration 4F (85595.510000 sec): 3 clusters
  Score: Raw -123776.461343 + Penalty 2428.562742 = -121347.898601
  nChanged 94
		SP:Iteration 5F (85595.670000 sec): 3 clusters
  Score: Raw -123885.720792 + Penalty 2428.562742 = -121457.158050
  nChanged 70
		SP:Iteration 6Q (85595.830000 sec): 3 clusters
  Score: Raw -123952.203165 + Penalty 2428.562742 = -121523.640423
  nChanged 48
		SP:Iteration 7Q (85595.990000 sec): 3 clusters
  Score: Raw -123988.267669 + Penalty 2428.562742 = -121559.704927
  nChanged 32
		SP:Iteration 8Q (85596.150000 sec): 3 clusters
  Score: Raw -124014.486094 + Penalty 2428.562742 = -121585.923352
  nChanged 21
		SP:Iteration 9Q (85596.310000 sec): 3 clusters
  Score: Raw -124033.302672 + Penalty 2428.562742 = -121604.739930
  nChanged 19
		SP:Iteration 10Q (85596.470000 sec): 3 clusters
  Score: Raw -124047.689114 + Penalty 2428.562742 = -121619.126372
  nChanged 21
		SP:Iteration 11Q (85596.620000 sec): 3 clusters
  Score: Raw -124062.332560 + Penalty 2428.562742 = -121633.769818
  nChanged 17
		SP:Iteration 12Q (85596.780000 sec): 3 clusters
  Score: Raw -124073.734666 + Penalty 2428.562742 = -121645.171924
  nChanged 9
		SP:Iteration 13Q (85596.980000 sec): 3 clusters
  Score: Raw -124078.104451 + Penalty 2428.562742 = -121649.541709
  nChanged 6
		SP:Iteration 14Q (85597.190000 sec): 3 clusters
  Score: Raw -124080.487883 + Penalty 2428.562742 = -121651.925141
  nChanged 1
		SP:Iteration 15Q (85597.320000 sec): 3 clusters
  Score: Raw -124081.313754 + Penalty 2428.562742 = -121652.751011
  nChanged 2
		SP:Iteration 16Q (85597.460000 sec): 3 clusters
  Score: Raw -124083.019235 + Penalty 2428.562742 = -121654.456493
  nChanged 1
		SP:Iteration 17Q (85597.610000 sec): 3 clusters
  Score: Raw -124084.131351 + Penalty 2428.562742 = -121655.568609
  nChanged 2
		SP:Iteration 18Q (85597.770000 sec): 3 clusters
  Score: Raw -124084.634580 + Penalty 2428.562742 = -121656.071838
  nChanged 3
		SP:Iteration 19Q (85597.930000 sec): 3 clusters
  Score: Raw -124085.904368 + Penalty 2428.562742 = -121657.341626
  nChanged 2
		SP:Iteration 20F (85598.090000 sec): 3 clusters
  Score: Raw -124086.710586 + Penalty 2428.562742 = -121658.147844
  nChanged 3
		SP:Iteration 21Q (85598.250000 sec): 3 clusters
  Score: Raw -124087.849049 + Penalty 2428.562742 = -121659.286307
  nChanged 1
		SP:Iteration 22Q (85598.410000 sec): 3 clusters
  Score: Raw -124088.224539 + Penalty 2428.562742 = -121659.661797
  nChanged 0
		SP:Iteration 23F (85598.570000 sec): 3 clusters
  Score: Raw -124088.224539 + Penalty 2428.562742 = -121659.661797
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 80 (7308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (85598.690000 sec): 2 clusters
  Score: Raw -629942.083731 + Penalty 1445.717799 = -628496.365932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (85598.850000 sec): 3 clusters
  Score: Raw -625935.736764 + Penalty 2891.435598 = -623044.301166
  nChanged 3057
		SP:Iteration 1F (85599.010000 sec): 3 clusters
  Score: Raw -627563.950851 + Penalty 2891.435598 = -624672.515252
  nChanged 489
		SP:Iteration 2F (85599.210000 sec): 3 clusters
  Score: Raw -627809.844094 + Penalty 2891.435598 = -624918.408496
  nChanged 422
		SP:Iteration 3F (85599.450000 sec): 3 clusters
  Score: Raw -627996.331405 + Penalty 2891.435598 = -625104.895807
  nChanged 337
		SP:Iteration 4Q (85599.640000 sec): 3 clusters
  Score: Raw -628132.917400 + Penalty 2891.435598 = -625241.481801
  nChanged 267
		SP:Iteration 5Q (85599.810000 sec): 3 clusters
  Score: Raw -628233.583182 + Penalty 2891.435598 = -625342.147584
  nChanged 211
		SP:Iteration 6Q (85599.980000 sec): 3 clusters
  Score: Raw -628310.275117 + Penalty 2891.435598 = -625418.839519
  nChanged 179
		SP:Iteration 7Q (85600.150000 sec): 3 clusters
  Score: Raw -628376.461858 + Penalty 2891.435598 = -625485.026259
  nChanged 182
		SP:Iteration 8Q (85600.320000 sec): 3 clusters
  Score: Raw -628446.208318 + Penalty 2891.435598 = -625554.772720
  nChanged 187
		SP:Iteration 9Q (85600.490000 sec): 3 clusters
  Score: Raw -628509.988959 + Penalty 2891.435598 = -625618.553361
  nChanged 168
		SP:Iteration 10Q (85600.700000 sec): 3 clusters
  Score: Raw -628561.536152 + Penalty 2891.435598 = -625670.100553
  nChanged 143
		SP:Iteration 11Q (85600.870000 sec): 3 clusters
  Score: Raw -628615.937111 + Penalty 2891.435598 = -625724.501513
  nChanged 151
		SP:Iteration 12Q (85601.040000 sec): 3 clusters
  Score: Raw -628663.288675 + Penalty 2891.435598 = -625771.853077
  nChanged 127
		SP:Iteration 13Q (85601.270000 sec): 3 clusters
  Score: Raw -628701.901095 + Penalty 2891.435598 = -625810.465497
  nChanged 129
		SP:Iteration 14Q (85601.460000 sec): 3 clusters
  Score: Raw -628741.522934 + Penalty 2891.435598 = -625850.087336
  nChanged 119
		SP:Iteration 15Q (85601.620000 sec): 3 clusters
  Score: Raw -628775.797220 + Penalty 2891.435598 = -625884.361622
  nChanged 101
		SP:Iteration 16Q (85601.790000 sec): 3 clusters
  Score: Raw -628804.478170 + Penalty 2891.435598 = -625913.042572
  nChanged 99
		SP:Iteration 17Q (85601.960000 sec): 3 clusters
  Score: Raw -628831.529290 + Penalty 2891.435598 = -625940.093692
  nChanged 97
		SP:Iteration 18Q (85602.140000 sec): 3 clusters
  Score: Raw -628854.559084 + Penalty 2891.435598 = -625963.123486
  nChanged 91
		SP:Iteration 19Q (85602.320000 sec): 3 clusters
  Score: Raw -628879.001698 + Penalty 2891.435598 = -625987.566099
  nChanged 95
		SP:Iteration 20F (85602.510000 sec): 3 clusters
  Score: Raw -628903.620218 + Penalty 2891.435598 = -626012.184620
  nChanged 88
		SP:Iteration 21Q (85602.690000 sec): 3 clusters
  Score: Raw -628939.583014 + Penalty 2891.435598 = -626048.147416
  nChanged 111
		SP:Iteration 22Q (85602.880000 sec): 3 clusters
  Score: Raw -628985.922031 + Penalty 2891.435598 = -626094.486433
  nChanged 123
		SP:Iteration 23Q (85603.060000 sec): 3 clusters
  Score: Raw -629036.105501 + Penalty 2891.435598 = -626144.669903
  nChanged 124
		SP:Iteration 24Q (85603.240000 sec): 3 clusters
  Score: Raw -629087.969739 + Penalty 2891.435598 = -626196.534141
  nChanged 116
		SP:Iteration 25Q (85603.440000 sec): 3 clusters
  Score: Raw -629124.348043 + Penalty 2891.435598 = -626232.912445
  nChanged 100
		SP:Iteration 26Q (85603.640000 sec): 3 clusters
  Score: Raw -629159.873025 + Penalty 2891.435598 = -626268.437427
  nChanged 93
		SP:Iteration 27Q (85603.820000 sec): 3 clusters
  Score: Raw -629189.070419 + Penalty 2891.435598 = -626297.634821
  nChanged 94
		SP:Iteration 28Q (85604.000000 sec): 3 clusters
  Score: Raw -629222.105277 + Penalty 2891.435598 = -626330.669678
  nChanged 98
		SP:Iteration 29Q (85604.180000 sec): 3 clusters
  Score: Raw -629259.218683 + Penalty 2891.435598 = -626367.783085
  nChanged 99
		SP:Iteration 30Q (85604.370000 sec): 3 clusters
  Score: Raw -629297.399697 + Penalty 2891.435598 = -626405.964098
  nChanged 100
		SP:Iteration 31Q (85604.550000 sec): 3 clusters
  Score: Raw -629326.603889 + Penalty 2891.435598 = -626435.168291
  nChanged 97
		SP:Iteration 32Q (85604.720000 sec): 3 clusters
  Score: Raw -629357.270430 + Penalty 2891.435598 = -626465.834831
  nChanged 91
		SP:Iteration 33Q (85604.890000 sec): 3 clusters
  Score: Raw -629388.230487 + Penalty 2891.435598 = -626496.794889
  nChanged 75
		SP:Iteration 34Q (85605.060000 sec): 3 clusters
  Score: Raw -629412.854382 + Penalty 2891.435598 = -626521.418784
  nChanged 66
		SP:Iteration 35Q (85605.230000 sec): 3 clusters
  Score: Raw -629433.259423 + Penalty 2891.435598 = -626541.823825
  nChanged 66
		SP:Iteration 36Q (85605.460000 sec): 3 clusters
  Score: Raw -629455.466788 + Penalty 2891.435598 = -626564.031190
  nChanged 60
		SP:Iteration 37Q (85605.660000 sec): 3 clusters
  Score: Raw -629474.633370 + Penalty 2891.435598 = -626583.197772
  nChanged 56
		SP:Iteration 38Q (85605.840000 sec): 3 clusters
  Score: Raw -629492.791796 + Penalty 2891.435598 = -626601.356198
  nChanged 57
		SP:Iteration 39Q (85606.010000 sec): 3 clusters
  Score: Raw -629509.053124 + Penalty 2891.435598 = -626617.617526
  nChanged 58
		SP:Iteration 40F (85606.210000 sec): 3 clusters
  Score: Raw -629530.664823 + Penalty 2891.435598 = -626639.229225
  nChanged 52
		SP:Iteration 41Q (85606.420000 sec): 3 clusters
  Score: Raw -629547.216743 + Penalty 2891.435598 = -626655.781145
  nChanged 41
		SP:Iteration 42Q (85606.660000 sec): 3 clusters
  Score: Raw -629558.109379 + Penalty 2891.435598 = -626666.673781
  nChanged 38
		SP:Iteration 43Q (85606.840000 sec): 3 clusters
  Score: Raw -629572.494165 + Penalty 2891.435598 = -626681.058567
  nChanged 48
		SP:Iteration 44Q (85607.040000 sec): 3 clusters
  Score: Raw -629590.860575 + Penalty 2891.435598 = -626699.424977
  nChanged 54
		SP:Iteration 45Q (85607.220000 sec): 3 clusters
  Score: Raw -629613.578867 + Penalty 2891.435598 = -626722.143269
  nChanged 57
		SP:Iteration 46Q (85607.410000 sec): 3 clusters
  Score: Raw -629635.561613 + Penalty 2891.435598 = -626744.126015
  nChanged 60
		SP:Iteration 47Q (85607.580000 sec): 3 clusters
  Score: Raw -629660.306950 + Penalty 2891.435598 = -626768.871352
  nChanged 61
		SP:Iteration 48Q (85607.770000 sec): 3 clusters
  Score: Raw -629680.765775 + Penalty 2891.435598 = -626789.330177
  nChanged 51
		SP:Iteration 49Q (85607.950000 sec): 3 clusters
  Score: Raw -629695.031977 + Penalty 2891.435598 = -626803.596378
  nChanged 40
		SP:Iteration 50Q (85608.120000 sec): 3 clusters
  Score: Raw -629706.312582 + Penalty 2891.435598 = -626814.876984
  nChanged 36
		SP:Iteration 51Q (85608.320000 sec): 3 clusters
  Score: Raw -629714.322887 + Penalty 2891.435598 = -626822.887289
  nChanged 24
		SP:Iteration 52Q (85608.520000 sec): 3 clusters
  Score: Raw -629718.844927 + Penalty 2891.435598 = -626827.409328
  nChanged 23
		SP:Iteration 53Q (85608.740000 sec): 3 clusters
  Score: Raw -629723.698610 + Penalty 2891.435598 = -626832.263012
  nChanged 23
		SP:Iteration 54Q (85608.950000 sec): 3 clusters
  Score: Raw -629729.076409 + Penalty 2891.435598 = -626837.640811
  nChanged 19
		SP:Iteration 55Q (85609.120000 sec): 3 clusters
  Score: Raw -629733.157893 + Penalty 2891.435598 = -626841.722294
  nChanged 22
		SP:Iteration 56Q (85609.300000 sec): 3 clusters
  Score: Raw -629738.345891 + Penalty 2891.435598 = -626846.910293
  nChanged 17
		SP:Iteration 57Q (85609.480000 sec): 3 clusters
  Score: Raw -629742.244005 + Penalty 2891.435598 = -626850.808407
  nChanged 18
		SP:Iteration 58Q (85609.730000 sec): 3 clusters
  Score: Raw -629746.266246 + Penalty 2891.435598 = -626854.830648
  nChanged 23
		SP:Iteration 59Q (85609.920000 sec): 3 clusters
  Score: Raw -629751.282576 + Penalty 2891.435598 = -626859.846978
  nChanged 26
		SP:Iteration 60F (85610.130000 sec): 3 clusters
  Score: Raw -629757.737422 + Penalty 2891.435598 = -626866.301823
  nChanged 24
		SP:Iteration 61Q (85610.330000 sec): 3 clusters
  Score: Raw -629761.909013 + Penalty 2891.435598 = -626870.473415
  nChanged 14
		SP:Iteration 62Q (85610.510000 sec): 3 clusters
  Score: Raw -629764.439735 + Penalty 2891.435598 = -626873.004137
  nChanged 20
		SP:Iteration 63Q (85610.690000 sec): 3 clusters
  Score: Raw -629768.615357 + Penalty 2891.435598 = -626877.179759
  nChanged 13
		SP:Iteration 64Q (85610.890000 sec): 3 clusters
  Score: Raw -629771.261607 + Penalty 2891.435598 = -626879.826008
  nChanged 14
		SP:Iteration 65Q (85611.050000 sec): 3 clusters
  Score: Raw -629773.626310 + Penalty 2891.435598 = -626882.190712
  nChanged 11
		SP:Iteration 66Q (85611.180000 sec): 3 clusters
  Score: Raw -629776.124521 + Penalty 2891.435598 = -626884.688923
  nChanged 10
		SP:Iteration 67Q (85611.430000 sec): 3 clusters
  Score: Raw -629778.674929 + Penalty 2891.435598 = -626887.239331
  nChanged 15
		SP:Iteration 68Q (85611.570000 sec): 3 clusters
  Score: Raw -629782.731699 + Penalty 2891.435598 = -626891.296101
  nChanged 19
		SP:Iteration 69Q (85611.730000 sec): 3 clusters
  Score: Raw -629787.178079 + Penalty 2891.435598 = -626895.742480
  nChanged 13
		SP:Iteration 70Q (85611.910000 sec): 3 clusters
  Score: Raw -629789.510556 + Penalty 2891.435598 = -626898.074958
  nChanged 13
		SP:Iteration 71Q (85612.110000 sec): 3 clusters
  Score: Raw -629791.986385 + Penalty 2891.435598 = -626900.550787
  nChanged 10
		SP:Iteration 72Q (85612.280000 sec): 3 clusters
  Score: Raw -629793.808088 + Penalty 2891.435598 = -626902.372490
  nChanged 10
		SP:Iteration 73Q (85612.480000 sec): 3 clusters
  Score: Raw -629795.909217 + Penalty 2891.435598 = -626904.473619
  nChanged 10
		SP:Iteration 74Q (85612.630000 sec): 3 clusters
  Score: Raw -629797.570696 + Penalty 2891.435598 = -626906.135097
  nChanged 8
		SP:Iteration 75Q (85612.820000 sec): 3 clusters
  Score: Raw -629798.838957 + Penalty 2891.435598 = -626907.403359
  nChanged 7
		SP:Iteration 76Q (85613.020000 sec): 3 clusters
  Score: Raw -629800.033934 + Penalty 2891.435598 = -626908.598336
  nChanged 7
		SP:Iteration 77Q (85613.180000 sec): 3 clusters
  Score: Raw -629801.161994 + Penalty 2891.435598 = -626909.726396
  nChanged 9
		SP:Iteration 78Q (85613.320000 sec): 3 clusters
  Score: Raw -629803.732249 + Penalty 2891.435598 = -626912.296651
  nChanged 5
		SP:Iteration 79Q (85613.540000 sec): 3 clusters
  Score: Raw -629804.414618 + Penalty 2891.435598 = -626912.979020
  nChanged 4
		SP:Iteration 80F (85613.690000 sec): 3 clusters
  Score: Raw -629804.928246 + Penalty 2891.435598 = -626913.492648
  nChanged 5
		SP:Iteration 81Q (85613.880000 sec): 3 clusters
  Score: Raw -629805.938477 + Penalty 2891.435598 = -626914.502879
  nChanged 6
		SP:Iteration 82Q (85614.050000 sec): 3 clusters
  Score: Raw -629807.117921 + Penalty 2891.435598 = -626915.682322
  nChanged 4
		SP:Iteration 83Q (85614.240000 sec): 3 clusters
  Score: Raw -629807.765551 + Penalty 2891.435598 = -626916.329953
  nChanged 4
		SP:Iteration 84Q (85614.380000 sec): 3 clusters
  Score: Raw -629807.988617 + Penalty 2891.435598 = -626916.553019
  nChanged 1
		SP:Iteration 85Q (85614.580000 sec): 3 clusters
  Score: Raw -629808.214040 + Penalty 2891.435598 = -626916.778442
  nChanged 1
		SP:Iteration 86Q (85614.810000 sec): 3 clusters
  Score: Raw -629808.331660 + Penalty 2891.435598 = -626916.896061
  nChanged 0
		SP:Iteration 87F (85614.970000 sec): 3 clusters
  Score: Raw -629808.331660 + Penalty 2891.435598 = -626916.896061
  nChanged 0
Iteration 499Q (85809.380000 sec): 81 clusters
  Score: Raw -122376151.149078 + Penalty 184673.645709 = -122191477.503369
  nChanged 66
Iteration 500F (86079.150000 sec): 81 clusters
  Score: Raw -122376153.939283 + Penalty 184673.645709 = -122191480.293574
  nChanged 62
Iteration 501Q (86301.700000 sec): 81 clusters
  Score: Raw -122376156.759904 + Penalty 184673.645709 = -122191483.114195
  nChanged 61
Iteration 502Q (86507.510000 sec): 81 clusters
  Score: Raw -122376159.537134 + Penalty 184673.645709 = -122191485.891425
  nChanged 53
Iteration 503Q (86686.310000 sec): 81 clusters
  Score: Raw -122376161.865292 + Penalty 184673.645709 = -122191488.219583
  nChanged 53
Iteration 504Q (86852.820000 sec): 81 clusters
  Score: Raw -122376164.496637 + Penalty 184673.645709 = -122191490.850928
  nChanged 66
Iteration 505Q (87068.420000 sec): 81 clusters
  Score: Raw -122376167.232589 + Penalty 184673.645709 = -122191493.586880
  nChanged 64
Iteration 506Q (87265.310000 sec): 81 clusters
  Score: Raw -122376170.011423 + Penalty 184673.645709 = -122191496.365714
  nChanged 66
Iteration 507Q (87482.880000 sec): 81 clusters
  Score: Raw -122376173.062659 + Penalty 184673.645709 = -122191499.416950
  nChanged 72
Iteration 508Q (87682.570000 sec): 81 clusters
  Score: Raw -122376175.923781 + Penalty 184673.645709 = -122191502.278071
  nChanged 63
Iteration 509Q (87885.930000 sec): 81 clusters
  Score: Raw -122376178.768902 + Penalty 184673.645709 = -122191505.123193
  nChanged 61
Iteration 510Q (88081.940000 sec): 81 clusters
  Score: Raw -122376181.082749 + Penalty 184673.645709 = -122191507.437040
  nChanged 43
Iteration 511Q (88233.930000 sec): 81 clusters
  Score: Raw -122376183.244533 + Penalty 184673.645709 = -122191509.598824
  nChanged 56
Iteration 512Q (88394.950000 sec): 81 clusters
  Score: Raw -122376186.313448 + Penalty 184673.645709 = -122191512.667738
  nChanged 45
Iteration 513Q (88616.690000 sec): 81 clusters
  Score: Raw -122376188.229390 + Penalty 184673.645709 = -122191514.583681
  nChanged 47
Iteration 514Q (88923.700000 sec): 81 clusters
  Score: Raw -122376190.244726 + Penalty 184673.645709 = -122191516.599017
  nChanged 42
Iteration 515Q (89227.800000 sec): 81 clusters
  Score: Raw -122376192.071350 + Penalty 184673.645709 = -122191518.425641
  nChanged 42
Iteration 516Q (89541.530000 sec): 81 clusters
  Score: Raw -122376193.852185 + Penalty 184673.645709 = -122191520.206475
  nChanged 38
Iteration 517Q (89850.260000 sec): 81 clusters
  Score: Raw -122376195.255476 + Penalty 184673.645709 = -122191521.609767
  nChanged 47
Iteration 518Q (90155.420000 sec): 81 clusters
  Score: Raw -122376197.088886 + Penalty 184673.645709 = -122191523.443177
  nChanged 43
Iteration 519Q (90459.080000 sec): 81 clusters
  Score: Raw -122376198.411959 + Penalty 184673.645709 = -122191524.766250
  nChanged 37
Iteration 520F (90859.170000 sec): 81 clusters
  Score: Raw -122376199.565571 + Penalty 184673.645709 = -122191525.919862
  nChanged 44
Iteration 521Q (91173.780000 sec): 81 clusters
  Score: Raw -122376200.840893 + Penalty 184673.645709 = -122191527.195184
  nChanged 38
Iteration 522Q (91479.230000 sec): 81 clusters
  Score: Raw -122376201.922928 + Penalty 184673.645709 = -122191528.277219
  nChanged 37
Iteration 523Q (91793.850000 sec): 81 clusters
  Score: Raw -122376203.447930 + Penalty 184673.645709 = -122191529.802221
  nChanged 39
Iteration 524Q (92096.540000 sec): 81 clusters
  Score: Raw -122376205.097214 + Penalty 184673.645709 = -122191531.451505
  nChanged 40
Iteration 525Q (92397.460000 sec): 81 clusters
  Score: Raw -122376206.627872 + Penalty 184673.645709 = -122191532.982163
  nChanged 33
Iteration 526Q (92710.610000 sec): 81 clusters
  Score: Raw -122376207.600475 + Penalty 184673.645709 = -122191533.954765
  nChanged 30
Iteration 527Q (93017.200000 sec): 81 clusters
  Score: Raw -122376208.692075 + Penalty 184673.645709 = -122191535.046366
  nChanged 32
Iteration 528Q (93320.490000 sec): 81 clusters
  Score: Raw -122376209.534159 + Penalty 184673.645709 = -122191535.888450
  nChanged 32
Iteration 529Q (93635.470000 sec): 81 clusters
  Score: Raw -122376210.347386 + Penalty 184673.645709 = -122191536.701676
  nChanged 27
Iteration 530Q (93946.220000 sec): 81 clusters
  Score: Raw -122376211.351345 + Penalty 184673.645709 = -122191537.705635
  nChanged 31
Iteration 531Q (94253.300000 sec): 81 clusters
  Score: Raw -122376212.264591 + Penalty 184673.645709 = -122191538.618882
  nChanged 46
Iteration 532Q (94557.940000 sec): 81 clusters
  Score: Raw -122376213.685378 + Penalty 184673.645709 = -122191540.039669
  nChanged 41
Iteration 533Q (94868.870000 sec): 81 clusters
  Score: Raw -122376215.059895 + Penalty 184673.645709 = -122191541.414186
  nChanged 46
Iteration 534Q (95183.120000 sec): 81 clusters
  Score: Raw -122376216.362468 + Penalty 184673.645709 = -122191542.716759
  nChanged 61
Iteration 535Q (95493.200000 sec): 81 clusters
  Score: Raw -122376217.608319 + Penalty 184673.645709 = -122191543.962610
  nChanged 47
Iteration 536Q (95808.340000 sec): 81 clusters
  Score: Raw -122376219.142738 + Penalty 184673.645709 = -122191545.497028
  nChanged 28
Iteration 537Q (96116.620000 sec): 81 clusters
  Score: Raw -122376219.897142 + Penalty 184673.645709 = -122191546.251433
  nChanged 33
Iteration 538Q (96421.110000 sec): 81 clusters
  Score: Raw -122376220.904925 + Penalty 184673.645709 = -122191547.259216
  nChanged 36
Writing temp clu file 
Because OldScore, -122191546.251433, is greater than current (better) Score,-122191547.259216 
 Compute initial score before splitting:   Score: Raw -122376220.904925 + Penalty 184673.645709 = -122191547.259216
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 1 (52498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96421.810000 sec): 2 clusters
  Score: Raw -4347716.745825 + Penalty 1766.136182 = -4345950.609643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96422.370000 sec): 3 clusters
  Score: Raw -4314462.653873 + Penalty 3532.272365 = -4310930.381509
  nChanged 24670
		SP:Iteration 1F (96422.850000 sec): 3 clusters
  Score: Raw -4328470.017448 + Penalty 3532.272365 = -4324937.745084
  nChanged 2333
		SP:Iteration 2Q (96423.420000 sec): 3 clusters
  Score: Raw -4329381.067928 + Penalty 3532.272365 = -4325848.795563
  nChanged 2573
		SP:Iteration 3Q (96423.970000 sec): 3 clusters
  Score: Raw -4330663.135100 + Penalty 3532.272365 = -4327130.862735
  nChanged 2955
		SP:Iteration 4F (96424.470000 sec): 3 clusters
  Score: Raw -4332453.243497 + Penalty 3532.272365 = -4328920.971133
  nChanged 3303
		SP:Iteration 5F (96425.020000 sec): 3 clusters
  Score: Raw -4334739.712200 + Penalty 3532.272365 = -4331207.439835
  nChanged 3488
		SP:Iteration 6F (96425.530000 sec): 3 clusters
  Score: Raw -4337257.610090 + Penalty 3532.272365 = -4333725.337726
  nChanged 3409
		SP:Iteration 7F (96426.060000 sec): 3 clusters
  Score: Raw -4339556.548901 + Penalty 3532.272365 = -4336024.276536
  nChanged 2817
		SP:Iteration 8F (96426.570000 sec): 3 clusters
  Score: Raw -4341117.693884 + Penalty 3532.272365 = -4337585.421520
  nChanged 2056
		SP:Iteration 9Q (96427.130000 sec): 3 clusters
  Score: Raw -4341890.381422 + Penalty 3532.272365 = -4338358.109057
  nChanged 1283
		SP:Iteration 10Q (96427.640000 sec): 3 clusters
  Score: Raw -4342199.691740 + Penalty 3532.272365 = -4338667.419376
  nChanged 739
		SP:Iteration 11Q (96428.190000 sec): 3 clusters
  Score: Raw -4342330.396588 + Penalty 3532.272365 = -4338798.124223
  nChanged 518
		SP:Iteration 12Q (96428.690000 sec): 3 clusters
  Score: Raw -4342403.414530 + Penalty 3532.272365 = -4338871.142165
  nChanged 404
		SP:Iteration 13Q (96429.260000 sec): 3 clusters
  Score: Raw -4342457.398386 + Penalty 3532.272365 = -4338925.126021
  nChanged 353
		SP:Iteration 14Q (96429.810000 sec): 3 clusters
  Score: Raw -4342502.936299 + Penalty 3532.272365 = -4338970.663934
  nChanged 311
		SP:Iteration 15Q (96430.310000 sec): 3 clusters
  Score: Raw -4342546.545907 + Penalty 3532.272365 = -4339014.273542
  nChanged 323
		SP:Iteration 16Q (96430.840000 sec): 3 clusters
  Score: Raw -4342592.571684 + Penalty 3532.272365 = -4339060.299319
  nChanged 310
		SP:Iteration 17Q (96431.400000 sec): 3 clusters
  Score: Raw -4342632.300908 + Penalty 3532.272365 = -4339100.028543
  nChanged 299
		SP:Iteration 18Q (96431.940000 sec): 3 clusters
  Score: Raw -4342666.467759 + Penalty 3532.272365 = -4339134.195394
  nChanged 284
		SP:Iteration 19Q (96432.470000 sec): 3 clusters
  Score: Raw -4342698.970158 + Penalty 3532.272365 = -4339166.697793
  nChanged 275
		SP:Iteration 20F (96433.010000 sec): 3 clusters
  Score: Raw -4342731.718489 + Penalty 3532.272365 = -4339199.446125
  nChanged 290
		SP:Iteration 21Q (96433.550000 sec): 3 clusters
  Score: Raw -4342766.306036 + Penalty 3532.272365 = -4339234.033671
  nChanged 283
		SP:Iteration 22Q (96434.040000 sec): 3 clusters
  Score: Raw -4342800.413296 + Penalty 3532.272365 = -4339268.140932
  nChanged 298
		SP:Iteration 23Q (96434.580000 sec): 3 clusters
  Score: Raw -4342833.006766 + Penalty 3532.272365 = -4339300.734401
  nChanged 296
		SP:Iteration 24Q (96435.130000 sec): 3 clusters
  Score: Raw -4342868.532456 + Penalty 3532.272365 = -4339336.260091
  nChanged 296
		SP:Iteration 25Q (96435.700000 sec): 3 clusters
  Score: Raw -4342901.428590 + Penalty 3532.272365 = -4339369.156225
  nChanged 281
		SP:Iteration 26Q (96436.240000 sec): 3 clusters
  Score: Raw -4342932.865155 + Penalty 3532.272365 = -4339400.592790
  nChanged 266
		SP:Iteration 27Q (96436.770000 sec): 3 clusters
  Score: Raw -4342962.461600 + Penalty 3532.272365 = -4339430.189236
  nChanged 268
		SP:Iteration 28Q (96437.310000 sec): 3 clusters
  Score: Raw -4342991.344247 + Penalty 3532.272365 = -4339459.071883
  nChanged 256
		SP:Iteration 29Q (96437.840000 sec): 3 clusters
  Score: Raw -4343020.880637 + Penalty 3532.272365 = -4339488.608273
  nChanged 273
		SP:Iteration 30Q (96438.380000 sec): 3 clusters
  Score: Raw -4343053.309998 + Penalty 3532.272365 = -4339521.037633
  nChanged 276
		SP:Iteration 31Q (96438.910000 sec): 3 clusters
  Score: Raw -4343087.936347 + Penalty 3532.272365 = -4339555.663983
  nChanged 303
		SP:Iteration 32Q (96439.450000 sec): 3 clusters
  Score: Raw -4343125.377195 + Penalty 3532.272365 = -4339593.104831
  nChanged 279
		SP:Iteration 33Q (96439.990000 sec): 3 clusters
  Score: Raw -4343161.132489 + Penalty 3532.272365 = -4339628.860124
  nChanged 301
		SP:Iteration 34Q (96440.570000 sec): 3 clusters
  Score: Raw -4343201.104760 + Penalty 3532.272365 = -4339668.832395
  nChanged 295
		SP:Iteration 35Q (96441.110000 sec): 3 clusters
  Score: Raw -4343240.584291 + Penalty 3532.272365 = -4339708.311927
  nChanged 313
		SP:Iteration 36Q (96441.690000 sec): 3 clusters
  Score: Raw -4343281.039891 + Penalty 3532.272365 = -4339748.767526
  nChanged 286
		SP:Iteration 37Q (96442.240000 sec): 3 clusters
  Score: Raw -4343316.080577 + Penalty 3532.272365 = -4339783.808213
  nChanged 312
		SP:Iteration 38Q (96442.770000 sec): 3 clusters
  Score: Raw -4343358.149392 + Penalty 3532.272365 = -4339825.877027
  nChanged 334
		SP:Iteration 39Q (96443.260000 sec): 3 clusters
  Score: Raw -4343407.009722 + Penalty 3532.272365 = -4339874.737358
  nChanged 358
		SP:Iteration 40F (96443.750000 sec): 3 clusters
  Score: Raw -4343464.098198 + Penalty 3532.272365 = -4339931.825834
  nChanged 359
		SP:Iteration 41Q (96444.260000 sec): 3 clusters
  Score: Raw -4343521.570082 + Penalty 3532.272365 = -4339989.297717
  nChanged 365
		SP:Iteration 42Q (96444.790000 sec): 3 clusters
  Score: Raw -4343580.383134 + Penalty 3532.272365 = -4340048.110769
  nChanged 402
		SP:Iteration 43Q (96445.330000 sec): 3 clusters
  Score: Raw -4343648.828567 + Penalty 3532.272365 = -4340116.556203
  nChanged 421
		SP:Iteration 44Q (96445.860000 sec): 3 clusters
  Score: Raw -4343728.771077 + Penalty 3532.272365 = -4340196.498712
  nChanged 445
		SP:Iteration 45Q (96446.390000 sec): 3 clusters
  Score: Raw -4343813.761367 + Penalty 3532.272365 = -4340281.489002
  nChanged 436
		SP:Iteration 46Q (96446.950000 sec): 3 clusters
  Score: Raw -4343899.064018 + Penalty 3532.272365 = -4340366.791653
  nChanged 448
		SP:Iteration 47Q (96447.460000 sec): 3 clusters
  Score: Raw -4343993.224473 + Penalty 3532.272365 = -4340460.952108
  nChanged 463
		SP:Iteration 48Q (96447.940000 sec): 3 clusters
  Score: Raw -4344095.988240 + Penalty 3532.272365 = -4340563.715875
  nChanged 485
		SP:Iteration 49Q (96448.430000 sec): 3 clusters
  Score: Raw -4344202.331735 + Penalty 3532.272365 = -4340670.059371
  nChanged 499
		SP:Iteration 50Q (96449.010000 sec): 3 clusters
  Score: Raw -4344322.546386 + Penalty 3532.272365 = -4340790.274022
  nChanged 503
		SP:Iteration 51Q (96449.530000 sec): 3 clusters
  Score: Raw -4344452.911521 + Penalty 3532.272365 = -4340920.639157
  nChanged 501
		SP:Iteration 52Q (96450.060000 sec): 3 clusters
  Score: Raw -4344578.066043 + Penalty 3532.272365 = -4341045.793678
  nChanged 504
		SP:Iteration 53Q (96450.600000 sec): 3 clusters
  Score: Raw -4344717.563383 + Penalty 3532.272365 = -4341185.291019
  nChanged 516
		SP:Iteration 54Q (96451.080000 sec): 3 clusters
  Score: Raw -4344872.388157 + Penalty 3532.272365 = -4341340.115792
  nChanged 516
		SP:Iteration 55Q (96451.600000 sec): 3 clusters
  Score: Raw -4345034.558108 + Penalty 3532.272365 = -4341502.285744
  nChanged 515
		SP:Iteration 56Q (96452.130000 sec): 3 clusters
  Score: Raw -4345204.700202 + Penalty 3532.272365 = -4341672.427837
  nChanged 525
		SP:Iteration 57Q (96452.680000 sec): 3 clusters
  Score: Raw -4345399.928016 + Penalty 3532.272365 = -4341867.655652
  nChanged 525
		SP:Iteration 58Q (96453.200000 sec): 3 clusters
  Score: Raw -4345603.526493 + Penalty 3532.272365 = -4342071.254128
  nChanged 523
		SP:Iteration 59Q (96453.650000 sec): 3 clusters
  Score: Raw -4345818.571111 + Penalty 3532.272365 = -4342286.298747
  nChanged 516
		SP:Iteration 60F (96454.150000 sec): 3 clusters
  Score: Raw -4346030.493435 + Penalty 3532.272365 = -4342498.221070
  nChanged 436
		SP:Iteration 61Q (96454.680000 sec): 3 clusters
  Score: Raw -4346209.798180 + Penalty 3532.272365 = -4342677.525815
  nChanged 428
		SP:Iteration 62Q (96455.170000 sec): 3 clusters
  Score: Raw -4346377.955021 + Penalty 3532.272365 = -4342845.682656
  nChanged 375
		SP:Iteration 63Q (96455.700000 sec): 3 clusters
  Score: Raw -4346519.980140 + Penalty 3532.272365 = -4342987.707776
  nChanged 341
		SP:Iteration 64Q (96456.240000 sec): 3 clusters
  Score: Raw -4346636.386415 + Penalty 3532.272365 = -4343104.114051
  nChanged 324
		SP:Iteration 65Q (96456.700000 sec): 3 clusters
  Score: Raw -4346746.372164 + Penalty 3532.272365 = -4343214.099800
  nChanged 309
		SP:Iteration 66Q (96457.230000 sec): 3 clusters
  Score: Raw -4346851.796522 + Penalty 3532.272365 = -4343319.524158
  nChanged 263
		SP:Iteration 67Q (96457.800000 sec): 3 clusters
  Score: Raw -4346926.939190 + Penalty 3532.272365 = -4343394.666826
  nChanged 256
		SP:Iteration 68Q (96458.300000 sec): 3 clusters
  Score: Raw -4347005.741584 + Penalty 3532.272365 = -4343473.469219
  nChanged 225
		SP:Iteration 69Q (96458.830000 sec): 3 clusters
  Score: Raw -4347071.699763 + Penalty 3532.272365 = -4343539.427399
  nChanged 223
		SP:Iteration 70Q (96459.340000 sec): 3 clusters
  Score: Raw -4347131.634586 + Penalty 3532.272365 = -4343599.362221
  nChanged 210
		SP:Iteration 71Q (96459.910000 sec): 3 clusters
  Score: Raw -4347191.479725 + Penalty 3532.272365 = -4343659.207360
  nChanged 214
		SP:Iteration 72Q (96460.450000 sec): 3 clusters
  Score: Raw -4347253.819189 + Penalty 3532.272365 = -4343721.546824
  nChanged 206
		SP:Iteration 73Q (96461.010000 sec): 3 clusters
  Score: Raw -4347316.659368 + Penalty 3532.272365 = -4343784.387003
  nChanged 179
		SP:Iteration 74Q (96461.490000 sec): 3 clusters
  Score: Raw -4347367.320116 + Penalty 3532.272365 = -4343835.047751
  nChanged 164
		SP:Iteration 75Q (96461.980000 sec): 3 clusters
  Score: Raw -4347422.851153 + Penalty 3532.272365 = -4343890.578788
  nChanged 163
		SP:Iteration 76Q (96462.530000 sec): 3 clusters
  Score: Raw -4347483.912224 + Penalty 3532.272365 = -4343951.639860
  nChanged 163
		SP:Iteration 77Q (96463.100000 sec): 3 clusters
  Score: Raw -4347546.379946 + Penalty 3532.272365 = -4344014.107582
  nChanged 135
		SP:Iteration 78Q (96463.620000 sec): 3 clusters
  Score: Raw -4347590.100139 + Penalty 3532.272365 = -4344057.827774
  nChanged 112
		SP:Iteration 79Q (96464.110000 sec): 3 clusters
  Score: Raw -4347624.574571 + Penalty 3532.272365 = -4344092.302207
  nChanged 111
		SP:Iteration 80F (96464.580000 sec): 3 clusters
  Score: Raw -4347661.702175 + Penalty 3532.272365 = -4344129.429810
  nChanged 104
		SP:Iteration 81Q (96465.110000 sec): 3 clusters
  Score: Raw -4347700.544762 + Penalty 3532.272365 = -4344168.272397
  nChanged 103
		SP:Iteration 82Q (96465.630000 sec): 3 clusters
  Score: Raw -4347739.323432 + Penalty 3532.272365 = -4344207.051067
  nChanged 108
		SP:Iteration 83Q (96466.170000 sec): 3 clusters
  Score: Raw -4347774.198217 + Penalty 3532.272365 = -4344241.925852
  nChanged 83
		SP:Iteration 84Q (96466.690000 sec): 3 clusters
  Score: Raw -4347803.714402 + Penalty 3532.272365 = -4344271.442037
  nChanged 67
		SP:Iteration 85Q (96467.190000 sec): 3 clusters
  Score: Raw -4347825.771113 + Penalty 3532.272365 = -4344293.498749
  nChanged 80
		SP:Iteration 86Q (96467.760000 sec): 3 clusters
  Score: Raw -4347858.540681 + Penalty 3532.272365 = -4344326.268316
  nChanged 64
		SP:Iteration 87Q (96468.260000 sec): 3 clusters
  Score: Raw -4347890.702876 + Penalty 3532.272365 = -4344358.430512
  nChanged 65
		SP:Iteration 88Q (96468.800000 sec): 3 clusters
  Score: Raw -4347921.272152 + Penalty 3532.272365 = -4344388.999787
  nChanged 65
		SP:Iteration 89Q (96469.290000 sec): 3 clusters
  Score: Raw -4347954.842650 + Penalty 3532.272365 = -4344422.570285
  nChanged 68
		SP:Iteration 90Q (96469.820000 sec): 3 clusters
  Score: Raw -4347984.352274 + Penalty 3532.272365 = -4344452.079909
  nChanged 53
		SP:Iteration 91Q (96470.350000 sec): 3 clusters
  Score: Raw -4348010.611734 + Penalty 3532.272365 = -4344478.339370
  nChanged 54
		SP:Iteration 92Q (96470.880000 sec): 3 clusters
  Score: Raw -4348038.814641 + Penalty 3532.272365 = -4344506.542276
  nChanged 57
		SP:Iteration 93Q (96471.370000 sec): 3 clusters
  Score: Raw -4348071.567338 + Penalty 3532.272365 = -4344539.294974
  nChanged 53
		SP:Iteration 94Q (96471.900000 sec): 3 clusters
  Score: Raw -4348094.801191 + Penalty 3532.272365 = -4344562.528826
  nChanged 34
		SP:Iteration 95Q (96472.400000 sec): 3 clusters
  Score: Raw -4348108.816387 + Penalty 3532.272365 = -4344576.544022
  nChanged 26
		SP:Iteration 96Q (96472.940000 sec): 3 clusters
  Score: Raw -4348120.454178 + Penalty 3532.272365 = -4344588.181814
  nChanged 26
		SP:Iteration 97Q (96473.420000 sec): 3 clusters
  Score: Raw -4348130.051054 + Penalty 3532.272365 = -4344597.778689
  nChanged 22
		SP:Iteration 98Q (96473.960000 sec): 3 clusters
  Score: Raw -4348138.759213 + Penalty 3532.272365 = -4344606.486849
  nChanged 17
		SP:Iteration 99Q (96474.460000 sec): 3 clusters
  Score: Raw -4348146.512869 + Penalty 3532.272365 = -4344614.240505
  nChanged 18
		SP:Iteration 100F (96474.960000 sec): 3 clusters
  Score: Raw -4348151.912184 + Penalty 3532.272365 = -4344619.639819
  nChanged 11
		SP:Iteration 101Q (96475.480000 sec): 3 clusters
  Score: Raw -4348155.090143 + Penalty 3532.272365 = -4344622.817779
  nChanged 8
		SP:Iteration 102Q (96475.980000 sec): 3 clusters
  Score: Raw -4348157.348800 + Penalty 3532.272365 = -4344625.076435
  nChanged 9
		SP:Iteration 103Q (96476.540000 sec): 3 clusters
  Score: Raw -4348159.694226 + Penalty 3532.272365 = -4344627.421862
  nChanged 8
		SP:Iteration 104Q (96477.080000 sec): 3 clusters
  Score: Raw -4348162.379073 + Penalty 3532.272365 = -4344630.106709
  nChanged 11
		SP:Iteration 105Q (96477.650000 sec): 3 clusters
  Score: Raw -4348165.491136 + Penalty 3532.272365 = -4344633.218772
  nChanged 6
		SP:Iteration 106Q (96478.180000 sec): 3 clusters
  Score: Raw -4348167.039468 + Penalty 3532.272365 = -4344634.767103
  nChanged 5
		SP:Iteration 107Q (96478.680000 sec): 3 clusters
  Score: Raw -4348168.106615 + Penalty 3532.272365 = -4344635.834251
  nChanged 4
		SP:Iteration 108Q (96479.250000 sec): 3 clusters
  Score: Raw -4348168.973847 + Penalty 3532.272365 = -4344636.701482
  nChanged 2
		SP:Iteration 109Q (96479.760000 sec): 3 clusters
  Score: Raw -4348169.538117 + Penalty 3532.272365 = -4344637.265752
  nChanged 0
		SP:Iteration 110F (96480.250000 sec): 3 clusters
  Score: Raw -4348169.538117 + Penalty 3532.272365 = -4344637.265752
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 2 (248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96480.320000 sec): 2 clusters
  Score: Raw -17061.485053 + Penalty 895.932171 = -16165.552882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96480.480000 sec): 3 clusters
  Score: Raw -17155.007868 + Penalty 1791.864343 = -15363.143525
  nChanged 52
		SP:Iteration 1F (96480.640000 sec): 3 clusters
  Score: Raw -17298.689553 + Penalty 1791.864343 = -15506.825211
  nChanged 14
		SP:Iteration 2F (96480.800000 sec): 3 clusters
  Score: Raw -17353.951102 + Penalty 1791.864343 = -15562.086760
  nChanged 10
		SP:Iteration 3Q (96480.960000 sec): 3 clusters
  Score: Raw -17376.902855 + Penalty 1791.864343 = -15585.038513
  nChanged 6
		SP:Iteration 4Q (96481.120000 sec): 3 clusters
  Score: Raw -17398.337922 + Penalty 1791.864343 = -15606.473580
  nChanged 5
		SP:Iteration 5Q (96481.280000 sec): 3 clusters
  Score: Raw -17429.819663 + Penalty 1791.864343 = -15637.955320
  nChanged 1
		SP:Iteration 6Q (96481.440000 sec): 3 clusters
  Score: Raw -17431.066229 + Penalty 1791.864343 = -15639.201886
  nChanged 0
		SP:Iteration 7F (96481.600000 sec): 3 clusters
  Score: Raw -17431.066229 + Penalty 1791.864343 = -15639.201886
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 3 (5275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96481.700000 sec): 2 clusters
  Score: Raw -444815.404541 + Penalty 1392.744268 = -443422.660273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96481.850000 sec): 3 clusters
  Score: Raw -442098.425925 + Penalty 2785.488536 = -439312.937389
  nChanged 2106
		SP:Iteration 1F (96481.990000 sec): 3 clusters
  Score: Raw -443331.071201 + Penalty 2785.488536 = -440545.582665
  nChanged 352
		SP:Iteration 2F (96482.130000 sec): 3 clusters
  Score: Raw -443538.807244 + Penalty 2785.488536 = -440753.318708
  nChanged 270
		SP:Iteration 3F (96482.270000 sec): 3 clusters
  Score: Raw -443727.262005 + Penalty 2785.488536 = -440941.773468
  nChanged 279
		SP:Iteration 4F (96482.420000 sec): 3 clusters
  Score: Raw -443925.149272 + Penalty 2785.488536 = -441139.660735
  nChanged 276
		SP:Iteration 5F (96482.560000 sec): 3 clusters
  Score: Raw -444120.182697 + Penalty 2785.488536 = -441334.694160
  nChanged 284
		SP:Iteration 6F (96482.700000 sec): 3 clusters
  Score: Raw -444344.169387 + Penalty 2785.488536 = -441558.680850
  nChanged 265
		SP:Iteration 7F (96482.850000 sec): 3 clusters
  Score: Raw -444535.992219 + Penalty 2785.488536 = -441750.503682
  nChanged 247
		SP:Iteration 8Q (96483.010000 sec): 3 clusters
  Score: Raw -444708.167862 + Penalty 2785.488536 = -441922.679326
  nChanged 211
		SP:Iteration 9Q (96483.160000 sec): 3 clusters
  Score: Raw -444836.789495 + Penalty 2785.488536 = -442051.300959
  nChanged 174
		SP:Iteration 10Q (96483.320000 sec): 3 clusters
  Score: Raw -444936.444677 + Penalty 2785.488536 = -442150.956140
  nChanged 143
		SP:Iteration 11Q (96483.470000 sec): 3 clusters
  Score: Raw -445012.828844 + Penalty 2785.488536 = -442227.340308
  nChanged 116
		SP:Iteration 12Q (96483.610000 sec): 3 clusters
  Score: Raw -445065.804616 + Penalty 2785.488536 = -442280.316079
  nChanged 89
		SP:Iteration 13Q (96483.770000 sec): 3 clusters
  Score: Raw -445104.857865 + Penalty 2785.488536 = -442319.369328
  nChanged 85
		SP:Iteration 14Q (96483.930000 sec): 3 clusters
  Score: Raw -445137.150034 + Penalty 2785.488536 = -442351.661497
  nChanged 66
		SP:Iteration 15Q (96484.090000 sec): 3 clusters
  Score: Raw -445159.602789 + Penalty 2785.488536 = -442374.114253
  nChanged 47
		SP:Iteration 16Q (96484.240000 sec): 3 clusters
  Score: Raw -445177.431562 + Penalty 2785.488536 = -442391.943026
  nChanged 41
		SP:Iteration 17Q (96484.390000 sec): 3 clusters
  Score: Raw -445191.211785 + Penalty 2785.488536 = -442405.723249
  nChanged 43
		SP:Iteration 18Q (96484.530000 sec): 3 clusters
  Score: Raw -445205.614598 + Penalty 2785.488536 = -442420.126062
  nChanged 43
		SP:Iteration 19Q (96484.670000 sec): 3 clusters
  Score: Raw -445217.779198 + Penalty 2785.488536 = -442432.290662
  nChanged 38
		SP:Iteration 20F (96484.820000 sec): 3 clusters
  Score: Raw -445229.321072 + Penalty 2785.488536 = -442443.832535
  nChanged 36
		SP:Iteration 21Q (96484.960000 sec): 3 clusters
  Score: Raw -445242.650462 + Penalty 2785.488536 = -442457.161926
  nChanged 44
		SP:Iteration 22Q (96485.100000 sec): 3 clusters
  Score: Raw -445264.478527 + Penalty 2785.488536 = -442478.989991
  nChanged 39
		SP:Iteration 23Q (96485.250000 sec): 3 clusters
  Score: Raw -445279.207497 + Penalty 2785.488536 = -442493.718961
  nChanged 42
		SP:Iteration 24Q (96485.400000 sec): 3 clusters
  Score: Raw -445293.099852 + Penalty 2785.488536 = -442507.611316
  nChanged 46
		SP:Iteration 25Q (96485.560000 sec): 3 clusters
  Score: Raw -445312.806515 + Penalty 2785.488536 = -442527.317979
  nChanged 67
		SP:Iteration 26Q (96485.720000 sec): 3 clusters
  Score: Raw -445346.737200 + Penalty 2785.488536 = -442561.248663
  nChanged 93
		SP:Iteration 27Q (96485.880000 sec): 3 clusters
  Score: Raw -445393.691237 + Penalty 2785.488536 = -442608.202700
  nChanged 94
		SP:Iteration 28Q (96486.030000 sec): 3 clusters
  Score: Raw -445449.106317 + Penalty 2785.488536 = -442663.617781
  nChanged 101
		SP:Iteration 29Q (96486.190000 sec): 3 clusters
  Score: Raw -445515.557663 + Penalty 2785.488536 = -442730.069126
  nChanged 109
		SP:Iteration 30Q (96486.360000 sec): 3 clusters
  Score: Raw -445591.722234 + Penalty 2785.488536 = -442806.233697
  nChanged 123
		SP:Iteration 31Q (96486.530000 sec): 3 clusters
  Score: Raw -445672.377943 + Penalty 2785.488536 = -442886.889407
  nChanged 114
		SP:Iteration 32Q (96486.700000 sec): 3 clusters
  Score: Raw -445739.774463 + Penalty 2785.488536 = -442954.285927
  nChanged 97
		SP:Iteration 33Q (96486.870000 sec): 3 clusters
  Score: Raw -445796.693535 + Penalty 2785.488536 = -443011.204999
  nChanged 82
		SP:Iteration 34Q (96487.050000 sec): 3 clusters
  Score: Raw -445841.652664 + Penalty 2785.488536 = -443056.164127
  nChanged 60
		SP:Iteration 35Q (96487.220000 sec): 3 clusters
  Score: Raw -445872.622458 + Penalty 2785.488536 = -443087.133922
  nChanged 61
		SP:Iteration 36Q (96487.390000 sec): 3 clusters
  Score: Raw -445906.763968 + Penalty 2785.488536 = -443121.275431
  nChanged 53
		SP:Iteration 37Q (96487.530000 sec): 3 clusters
  Score: Raw -445929.745446 + Penalty 2785.488536 = -443144.256909
  nChanged 39
		SP:Iteration 38Q (96487.670000 sec): 3 clusters
  Score: Raw -445944.967632 + Penalty 2785.488536 = -443159.479095
  nChanged 38
		SP:Iteration 39Q (96487.830000 sec): 3 clusters
  Score: Raw -445958.242672 + Penalty 2785.488536 = -443172.754135
  nChanged 23
		SP:Iteration 40F (96488.000000 sec): 3 clusters
  Score: Raw -445965.497581 + Penalty 2785.488536 = -443180.009045
  nChanged 12
		SP:Iteration 41Q (96488.170000 sec): 3 clusters
  Score: Raw -445969.836475 + Penalty 2785.488536 = -443184.347939
  nChanged 17
		SP:Iteration 42Q (96488.290000 sec): 3 clusters
  Score: Raw -445976.047568 + Penalty 2785.488536 = -443190.559032
  nChanged 16
		SP:Iteration 43Q (96488.430000 sec): 3 clusters
  Score: Raw -445979.788384 + Penalty 2785.488536 = -443194.299847
  nChanged 7
		SP:Iteration 44Q (96488.590000 sec): 3 clusters
  Score: Raw -445981.510799 + Penalty 2785.488536 = -443196.022263
  nChanged 4
		SP:Iteration 45Q (96488.740000 sec): 3 clusters
  Score: Raw -445982.132660 + Penalty 2785.488536 = -443196.644123
  nChanged 1
		SP:Iteration 46Q (96488.950000 sec): 3 clusters
  Score: Raw -445982.232586 + Penalty 2785.488536 = -443196.744050
  nChanged 1
		SP:Iteration 47Q (96489.110000 sec): 3 clusters
  Score: Raw -445982.485275 + Penalty 2785.488536 = -443196.996739
  nChanged 1
		SP:Iteration 48Q (96489.240000 sec): 3 clusters
  Score: Raw -445982.729139 + Penalty 2785.488536 = -443197.240602
  nChanged 1
		SP:Iteration 49Q (96489.400000 sec): 3 clusters
  Score: Raw -445983.198053 + Penalty 2785.488536 = -443197.709516
  nChanged 2
		SP:Iteration 50Q (96489.560000 sec): 3 clusters
  Score: Raw -445983.675506 + Penalty 2785.488536 = -443198.186969
  nChanged 1
		SP:Iteration 51Q (96489.710000 sec): 3 clusters
  Score: Raw -445983.885470 + Penalty 2785.488536 = -443198.396934
  nChanged 1
		SP:Iteration 52Q (96489.870000 sec): 3 clusters
  Score: Raw -445984.050618 + Penalty 2785.488536 = -443198.562081
  nChanged 2
		SP:Iteration 53Q (96490.030000 sec): 3 clusters
  Score: Raw -445984.235699 + Penalty 2785.488536 = -443198.747163
  nChanged 1
		SP:Iteration 54Q (96490.210000 sec): 3 clusters
  Score: Raw -445984.349403 + Penalty 2785.488536 = -443198.860867
  nChanged 1
		SP:Iteration 55Q (96490.370000 sec): 3 clusters
  Score: Raw -445984.412301 + Penalty 2785.488536 = -443198.923765
  nChanged 0
		SP:Iteration 56F (96490.580000 sec): 3 clusters
  Score: Raw -445984.412301 + Penalty 2785.488536 = -443198.923765
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 4 (4420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96490.640000 sec): 2 clusters
  Score: Raw -373260.298264 + Penalty 1364.007933 = -371896.290330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96490.830000 sec): 3 clusters
  Score: Raw -371049.293914 + Penalty 2728.015867 = -368321.278047
  nChanged 1764
		SP:Iteration 1F (96490.990000 sec): 3 clusters
  Score: Raw -372045.251925 + Penalty 2728.015867 = -369317.236058
  nChanged 298
		SP:Iteration 2F (96491.120000 sec): 3 clusters
  Score: Raw -372196.738713 + Penalty 2728.015867 = -369468.722846
  nChanged 206
		SP:Iteration 3Q (96491.310000 sec): 3 clusters
  Score: Raw -372309.532661 + Penalty 2728.015867 = -369581.516794
  nChanged 169
		SP:Iteration 4Q (96491.440000 sec): 3 clusters
  Score: Raw -372394.048558 + Penalty 2728.015867 = -369666.032691
  nChanged 143
		SP:Iteration 5Q (96491.580000 sec): 3 clusters
  Score: Raw -372464.953198 + Penalty 2728.015867 = -369736.937331
  nChanged 139
		SP:Iteration 6Q (96491.730000 sec): 3 clusters
  Score: Raw -372532.178835 + Penalty 2728.015867 = -369804.162968
  nChanged 125
		SP:Iteration 7Q (96491.900000 sec): 3 clusters
  Score: Raw -372599.809352 + Penalty 2728.015867 = -369871.793485
  nChanged 114
		SP:Iteration 8Q (96492.070000 sec): 3 clusters
  Score: Raw -372650.443683 + Penalty 2728.015867 = -369922.427816
  nChanged 106
		SP:Iteration 9Q (96492.250000 sec): 3 clusters
  Score: Raw -372697.381472 + Penalty 2728.015867 = -369969.365605
  nChanged 90
		SP:Iteration 10Q (96492.430000 sec): 3 clusters
  Score: Raw -372728.145177 + Penalty 2728.015867 = -370000.129310
  nChanged 77
		SP:Iteration 11Q (96492.600000 sec): 3 clusters
  Score: Raw -372759.768359 + Penalty 2728.015867 = -370031.752493
  nChanged 79
		SP:Iteration 12Q (96492.780000 sec): 3 clusters
  Score: Raw -372794.068007 + Penalty 2728.015867 = -370066.052140
  nChanged 78
		SP:Iteration 13Q (96492.950000 sec): 3 clusters
  Score: Raw -372817.963294 + Penalty 2728.015867 = -370089.947427
  nChanged 60
		SP:Iteration 14Q (96493.130000 sec): 3 clusters
  Score: Raw -372840.730608 + Penalty 2728.015867 = -370112.714741
  nChanged 59
		SP:Iteration 15Q (96493.300000 sec): 3 clusters
  Score: Raw -372859.848067 + Penalty 2728.015867 = -370131.832200
  nChanged 54
		SP:Iteration 16Q (96493.480000 sec): 3 clusters
  Score: Raw -372878.665117 + Penalty 2728.015867 = -370150.649250
  nChanged 43
		SP:Iteration 17Q (96493.650000 sec): 3 clusters
  Score: Raw -372892.100655 + Penalty 2728.015867 = -370164.084788
  nChanged 43
		SP:Iteration 18Q (96493.830000 sec): 3 clusters
  Score: Raw -372910.273125 + Penalty 2728.015867 = -370182.257258
  nChanged 51
		SP:Iteration 19Q (96494.010000 sec): 3 clusters
  Score: Raw -372928.029367 + Penalty 2728.015867 = -370200.013500
  nChanged 51
		SP:Iteration 20F (96494.180000 sec): 3 clusters
  Score: Raw -372947.939712 + Penalty 2728.015867 = -370219.923846
  nChanged 50
		SP:Iteration 21Q (96494.360000 sec): 3 clusters
  Score: Raw -372969.935088 + Penalty 2728.015867 = -370241.919222
  nChanged 59
		SP:Iteration 22Q (96494.530000 sec): 3 clusters
  Score: Raw -372992.835558 + Penalty 2728.015867 = -370264.819691
  nChanged 60
		SP:Iteration 23Q (96494.710000 sec): 3 clusters
  Score: Raw -373019.672072 + Penalty 2728.015867 = -370291.656206
  nChanged 68
		SP:Iteration 24Q (96494.890000 sec): 3 clusters
  Score: Raw -373052.125723 + Penalty 2728.015867 = -370324.109856
  nChanged 69
		SP:Iteration 25Q (96495.040000 sec): 3 clusters
  Score: Raw -373085.046372 + Penalty 2728.015867 = -370357.030505
  nChanged 68
		SP:Iteration 26Q (96495.190000 sec): 3 clusters
  Score: Raw -373113.509479 + Penalty 2728.015867 = -370385.493613
  nChanged 45
		SP:Iteration 27Q (96495.370000 sec): 3 clusters
  Score: Raw -373129.163805 + Penalty 2728.015867 = -370401.147938
  nChanged 44
		SP:Iteration 28Q (96495.550000 sec): 3 clusters
  Score: Raw -373146.064496 + Penalty 2728.015867 = -370418.048629
  nChanged 41
		SP:Iteration 29Q (96495.720000 sec): 3 clusters
  Score: Raw -373161.584581 + Penalty 2728.015867 = -370433.568715
  nChanged 42
		SP:Iteration 30Q (96495.900000 sec): 3 clusters
  Score: Raw -373174.143144 + Penalty 2728.015867 = -370446.127278
  nChanged 29
		SP:Iteration 31Q (96496.070000 sec): 3 clusters
  Score: Raw -373184.734763 + Penalty 2728.015867 = -370456.718896
  nChanged 32
		SP:Iteration 32Q (96496.250000 sec): 3 clusters
  Score: Raw -373194.876959 + Penalty 2728.015867 = -370466.861093
  nChanged 23
		SP:Iteration 33Q (96496.430000 sec): 3 clusters
  Score: Raw -373201.895546 + Penalty 2728.015867 = -370473.879679
  nChanged 26
		SP:Iteration 34Q (96496.600000 sec): 3 clusters
  Score: Raw -373210.976756 + Penalty 2728.015867 = -370482.960889
  nChanged 20
		SP:Iteration 35Q (96496.780000 sec): 3 clusters
  Score: Raw -373216.590704 + Penalty 2728.015867 = -370488.574837
  nChanged 16
		SP:Iteration 36Q (96496.950000 sec): 3 clusters
  Score: Raw -373220.284554 + Penalty 2728.015867 = -370492.268687
  nChanged 12
		SP:Iteration 37Q (96497.130000 sec): 3 clusters
  Score: Raw -373223.078687 + Penalty 2728.015867 = -370495.062820
  nChanged 10
		SP:Iteration 38Q (96497.310000 sec): 3 clusters
  Score: Raw -373227.575510 + Penalty 2728.015867 = -370499.559643
  nChanged 14
		SP:Iteration 39Q (96497.480000 sec): 3 clusters
  Score: Raw -373232.228708 + Penalty 2728.015867 = -370504.212841
  nChanged 9
		SP:Iteration 40F (96497.660000 sec): 3 clusters
  Score: Raw -373235.358042 + Penalty 2728.015867 = -370507.342176
  nChanged 15
		SP:Iteration 41Q (96497.830000 sec): 3 clusters
  Score: Raw -373240.857619 + Penalty 2728.015867 = -370512.841752
  nChanged 12
		SP:Iteration 42Q (96498.010000 sec): 3 clusters
  Score: Raw -373244.120257 + Penalty 2728.015867 = -370516.104391
  nChanged 7
		SP:Iteration 43Q (96498.190000 sec): 3 clusters
  Score: Raw -373245.877719 + Penalty 2728.015867 = -370517.861852
  nChanged 6
		SP:Iteration 44Q (96498.360000 sec): 3 clusters
  Score: Raw -373247.310843 + Penalty 2728.015867 = -370519.294976
  nChanged 9
		SP:Iteration 45Q (96498.540000 sec): 3 clusters
  Score: Raw -373249.428888 + Penalty 2728.015867 = -370521.413021
  nChanged 9
		SP:Iteration 46Q (96498.710000 sec): 3 clusters
  Score: Raw -373251.088004 + Penalty 2728.015867 = -370523.072137
  nChanged 6
		SP:Iteration 47Q (96498.890000 sec): 3 clusters
  Score: Raw -373252.182775 + Penalty 2728.015867 = -370524.166908
  nChanged 5
		SP:Iteration 48Q (96499.070000 sec): 3 clusters
  Score: Raw -373253.762457 + Penalty 2728.015867 = -370525.746590
  nChanged 4
		SP:Iteration 49Q (96499.240000 sec): 3 clusters
  Score: Raw -373254.500766 + Penalty 2728.015867 = -370526.484899
  nChanged 4
		SP:Iteration 50Q (96499.420000 sec): 3 clusters
  Score: Raw -373255.705627 + Penalty 2728.015867 = -370527.689760
  nChanged 4
		SP:Iteration 51Q (96499.590000 sec): 3 clusters
  Score: Raw -373256.420432 + Penalty 2728.015867 = -370528.404565
  nChanged 5
		SP:Iteration 52Q (96499.770000 sec): 3 clusters
  Score: Raw -373257.256377 + Penalty 2728.015867 = -370529.240510
  nChanged 3
		SP:Iteration 53Q (96499.940000 sec): 3 clusters
  Score: Raw -373257.821279 + Penalty 2728.015867 = -370529.805412
  nChanged 3
		SP:Iteration 54Q (96500.120000 sec): 3 clusters
  Score: Raw -373258.472181 + Penalty 2728.015867 = -370530.456314
  nChanged 3
		SP:Iteration 55Q (96500.290000 sec): 3 clusters
  Score: Raw -373259.626215 + Penalty 2728.015867 = -370531.610348
  nChanged 4
		SP:Iteration 56Q (96500.470000 sec): 3 clusters
  Score: Raw -373261.474989 + Penalty 2728.015867 = -370533.459122
  nChanged 3
		SP:Iteration 57Q (96500.650000 sec): 3 clusters
  Score: Raw -373262.080544 + Penalty 2728.015867 = -370534.064677
  nChanged 4
		SP:Iteration 58Q (96500.820000 sec): 3 clusters
  Score: Raw -373262.957648 + Penalty 2728.015867 = -370534.941781
  nChanged 3
		SP:Iteration 59Q (96501.000000 sec): 3 clusters
  Score: Raw -373263.964636 + Penalty 2728.015867 = -370535.948769
  nChanged 3
		SP:Iteration 60F (96501.170000 sec): 3 clusters
  Score: Raw -373264.917740 + Penalty 2728.015867 = -370536.901874
  nChanged 4
		SP:Iteration 61Q (96501.350000 sec): 3 clusters
  Score: Raw -373265.823734 + Penalty 2728.015867 = -370537.807867
  nChanged 3
		SP:Iteration 62Q (96501.520000 sec): 3 clusters
  Score: Raw -373266.793684 + Penalty 2728.015867 = -370538.777817
  nChanged 2
		SP:Iteration 63Q (96501.690000 sec): 3 clusters
  Score: Raw -373267.492835 + Penalty 2728.015867 = -370539.476968
  nChanged 1
		SP:Iteration 64Q (96501.870000 sec): 3 clusters
  Score: Raw -373268.017333 + Penalty 2728.015867 = -370540.001466
  nChanged 0
		SP:Iteration 65F (96502.040000 sec): 3 clusters
  Score: Raw -373268.017333 + Penalty 2728.015867 = -370540.001466
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 5 (6842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96502.170000 sec): 2 clusters
  Score: Raw -566221.251713 + Penalty 1435.010747 = -564786.240966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96502.380000 sec): 3 clusters
  Score: Raw -562554.105833 + Penalty 2870.021494 = -559684.084339
  nChanged 2864
		SP:Iteration 1F (96502.540000 sec): 3 clusters
  Score: Raw -564104.168640 + Penalty 2870.021494 = -561234.147146
  nChanged 414
		SP:Iteration 2F (96502.700000 sec): 3 clusters
  Score: Raw -564281.038916 + Penalty 2870.021494 = -561411.017422
  nChanged 318
		SP:Iteration 3Q (96502.890000 sec): 3 clusters
  Score: Raw -564417.721503 + Penalty 2870.021494 = -561547.700009
  nChanged 289
		SP:Iteration 4Q (96503.100000 sec): 3 clusters
  Score: Raw -564541.123936 + Penalty 2870.021494 = -561671.102442
  nChanged 265
		SP:Iteration 5Q (96503.290000 sec): 3 clusters
  Score: Raw -564654.025751 + Penalty 2870.021494 = -561784.004257
  nChanged 240
		SP:Iteration 6Q (96503.480000 sec): 3 clusters
  Score: Raw -564777.134875 + Penalty 2870.021494 = -561907.113381
  nChanged 241
		SP:Iteration 7Q (96503.670000 sec): 3 clusters
  Score: Raw -564901.153716 + Penalty 2870.021494 = -562031.132222
  nChanged 232
		SP:Iteration 8Q (96503.870000 sec): 3 clusters
  Score: Raw -565022.265262 + Penalty 2870.021494 = -562152.243768
  nChanged 227
		SP:Iteration 9Q (96504.080000 sec): 3 clusters
  Score: Raw -565138.126714 + Penalty 2870.021494 = -562268.105221
  nChanged 215
		SP:Iteration 10Q (96504.210000 sec): 3 clusters
  Score: Raw -565247.992874 + Penalty 2870.021494 = -562377.971380
  nChanged 220
		SP:Iteration 11Q (96504.400000 sec): 3 clusters
  Score: Raw -565361.961241 + Penalty 2870.021494 = -562491.939747
  nChanged 213
		SP:Iteration 12Q (96504.570000 sec): 3 clusters
  Score: Raw -565475.114857 + Penalty 2870.021494 = -562605.093363
  nChanged 206
		SP:Iteration 13Q (96504.770000 sec): 3 clusters
  Score: Raw -565599.389566 + Penalty 2870.021494 = -562729.368072
  nChanged 195
		SP:Iteration 14Q (96504.950000 sec): 3 clusters
  Score: Raw -565735.398524 + Penalty 2870.021494 = -562865.377030
  nChanged 201
		SP:Iteration 15Q (96505.100000 sec): 3 clusters
  Score: Raw -565879.297608 + Penalty 2870.021494 = -563009.276114
  nChanged 157
		SP:Iteration 16Q (96505.250000 sec): 3 clusters
  Score: Raw -565983.915485 + Penalty 2870.021494 = -563113.893991
  nChanged 140
		SP:Iteration 17Q (96505.440000 sec): 3 clusters
  Score: Raw -566076.271024 + Penalty 2870.021494 = -563206.249530
  nChanged 106
		SP:Iteration 18Q (96505.590000 sec): 3 clusters
  Score: Raw -566154.480274 + Penalty 2870.021494 = -563284.458780
  nChanged 91
		SP:Iteration 19Q (96505.760000 sec): 3 clusters
  Score: Raw -566224.426180 + Penalty 2870.021494 = -563354.404687
  nChanged 65
		SP:Iteration 20F (96505.900000 sec): 3 clusters
  Score: Raw -566277.846421 + Penalty 2870.021494 = -563407.824927
  nChanged 56
		SP:Iteration 21Q (96506.090000 sec): 3 clusters
  Score: Raw -566318.463106 + Penalty 2870.021494 = -563448.441612
  nChanged 38
		SP:Iteration 22Q (96506.250000 sec): 3 clusters
  Score: Raw -566343.596450 + Penalty 2870.021494 = -563473.574956
  nChanged 30
		SP:Iteration 23Q (96506.470000 sec): 3 clusters
  Score: Raw -566365.016131 + Penalty 2870.021494 = -563494.994638
  nChanged 16
		SP:Iteration 24Q (96506.630000 sec): 3 clusters
  Score: Raw -566376.831404 + Penalty 2870.021494 = -563506.809911
  nChanged 16
		SP:Iteration 25Q (96506.780000 sec): 3 clusters
  Score: Raw -566388.266328 + Penalty 2870.021494 = -563518.244835
  nChanged 11
		SP:Iteration 26Q (96506.970000 sec): 3 clusters
  Score: Raw -566397.418414 + Penalty 2870.021494 = -563527.396920
  nChanged 10
		SP:Iteration 27Q (96507.160000 sec): 3 clusters
  Score: Raw -566405.256804 + Penalty 2870.021494 = -563535.235310
  nChanged 9
		SP:Iteration 28Q (96507.340000 sec): 3 clusters
  Score: Raw -566409.951104 + Penalty 2870.021494 = -563539.929610
  nChanged 5
		SP:Iteration 29Q (96507.530000 sec): 3 clusters
  Score: Raw -566411.749430 + Penalty 2870.021494 = -563541.727936
  nChanged 3
		SP:Iteration 30Q (96507.720000 sec): 3 clusters
  Score: Raw -566413.177996 + Penalty 2870.021494 = -563543.156502
  nChanged 2
		SP:Iteration 31Q (96507.890000 sec): 3 clusters
  Score: Raw -566414.172312 + Penalty 2870.021494 = -563544.150819
  nChanged 4
		SP:Iteration 32Q (96508.090000 sec): 3 clusters
  Score: Raw -566416.310662 + Penalty 2870.021494 = -563546.289168
  nChanged 1
		SP:Iteration 33Q (96508.280000 sec): 3 clusters
  Score: Raw -566417.386256 + Penalty 2870.021494 = -563547.364763
  nChanged 1
		SP:Iteration 34Q (96508.470000 sec): 3 clusters
  Score: Raw -566418.043868 + Penalty 2870.021494 = -563548.022374
  nChanged 1
		SP:Iteration 35Q (96508.660000 sec): 3 clusters
  Score: Raw -566418.441413 + Penalty 2870.021494 = -563548.419919
  nChanged 0
		SP:Iteration 36F (96508.860000 sec): 3 clusters
  Score: Raw -566418.441413 + Penalty 2870.021494 = -563548.419919
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 6 (3744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96508.960000 sec): 2 clusters
  Score: Raw -330298.963894 + Penalty 1337.035349 = -328961.928545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96509.140000 sec): 3 clusters
  Score: Raw -328426.170661 + Penalty 2674.070697 = -325752.099964
  nChanged 1484
		SP:Iteration 1F (96509.310000 sec): 3 clusters
  Score: Raw -329283.595533 + Penalty 2674.070697 = -326609.524836
  nChanged 299
		SP:Iteration 2F (96509.490000 sec): 3 clusters
  Score: Raw -329448.472531 + Penalty 2674.070697 = -326774.401834
  nChanged 186
		SP:Iteration 3Q (96509.660000 sec): 3 clusters
  Score: Raw -329537.284375 + Penalty 2674.070697 = -326863.213678
  nChanged 141
		SP:Iteration 4Q (96509.840000 sec): 3 clusters
  Score: Raw -329616.415054 + Penalty 2674.070697 = -326942.344357
  nChanged 124
		SP:Iteration 5Q (96510.020000 sec): 3 clusters
  Score: Raw -329678.074297 + Penalty 2674.070697 = -327004.003600
  nChanged 94
		SP:Iteration 6Q (96510.190000 sec): 3 clusters
  Score: Raw -329719.575480 + Penalty 2674.070697 = -327045.504783
  nChanged 90
		SP:Iteration 7Q (96510.370000 sec): 3 clusters
  Score: Raw -329758.288320 + Penalty 2674.070697 = -327084.217623
  nChanged 84
		SP:Iteration 8Q (96510.540000 sec): 3 clusters
  Score: Raw -329793.278134 + Penalty 2674.070697 = -327119.207437
  nChanged 83
		SP:Iteration 9Q (96510.720000 sec): 3 clusters
  Score: Raw -329834.474713 + Penalty 2674.070697 = -327160.404016
  nChanged 84
		SP:Iteration 10Q (96510.890000 sec): 3 clusters
  Score: Raw -329873.521046 + Penalty 2674.070697 = -327199.450349
  nChanged 74
		SP:Iteration 11Q (96511.070000 sec): 3 clusters
  Score: Raw -329907.776741 + Penalty 2674.070697 = -327233.706044
  nChanged 70
		SP:Iteration 12Q (96511.240000 sec): 3 clusters
  Score: Raw -329936.506388 + Penalty 2674.070697 = -327262.435691
  nChanged 78
		SP:Iteration 13Q (96511.420000 sec): 3 clusters
  Score: Raw -329973.640892 + Penalty 2674.070697 = -327299.570195
  nChanged 89
		SP:Iteration 14Q (96511.600000 sec): 3 clusters
  Score: Raw -330024.679776 + Penalty 2674.070697 = -327350.609079
  nChanged 99
		SP:Iteration 15Q (96511.770000 sec): 3 clusters
  Score: Raw -330082.405912 + Penalty 2674.070697 = -327408.335215
  nChanged 103
		SP:Iteration 16Q (96511.950000 sec): 3 clusters
  Score: Raw -330151.272361 + Penalty 2674.070697 = -327477.201663
  nChanged 106
		SP:Iteration 17Q (96512.120000 sec): 3 clusters
  Score: Raw -330223.916400 + Penalty 2674.070697 = -327549.845703
  nChanged 93
		SP:Iteration 18Q (96512.300000 sec): 3 clusters
  Score: Raw -330292.668051 + Penalty 2674.070697 = -327618.597353
  nChanged 86
		SP:Iteration 19Q (96512.480000 sec): 3 clusters
  Score: Raw -330363.845967 + Penalty 2674.070697 = -327689.775270
  nChanged 79
		SP:Iteration 20F (96512.650000 sec): 3 clusters
  Score: Raw -330430.206013 + Penalty 2674.070697 = -327756.135316
  nChanged 66
		SP:Iteration 21Q (96512.830000 sec): 3 clusters
  Score: Raw -330492.564500 + Penalty 2674.070697 = -327818.493803
  nChanged 56
		SP:Iteration 22Q (96513.000000 sec): 3 clusters
  Score: Raw -330543.402713 + Penalty 2674.070697 = -327869.332016
  nChanged 43
		SP:Iteration 23Q (96513.180000 sec): 3 clusters
  Score: Raw -330579.592580 + Penalty 2674.070697 = -327905.521882
  nChanged 22
		SP:Iteration 24Q (96513.360000 sec): 3 clusters
  Score: Raw -330599.820731 + Penalty 2674.070697 = -327925.750034
  nChanged 15
		SP:Iteration 25Q (96513.530000 sec): 3 clusters
  Score: Raw -330611.198402 + Penalty 2674.070697 = -327937.127705
  nChanged 12
		SP:Iteration 26Q (96513.710000 sec): 3 clusters
  Score: Raw -330621.534429 + Penalty 2674.070697 = -327947.463731
  nChanged 10
		SP:Iteration 27Q (96513.890000 sec): 3 clusters
  Score: Raw -330630.361634 + Penalty 2674.070697 = -327956.290937
  nChanged 9
		SP:Iteration 28Q (96514.060000 sec): 3 clusters
  Score: Raw -330639.284819 + Penalty 2674.070697 = -327965.214121
  nChanged 7
		SP:Iteration 29Q (96514.240000 sec): 3 clusters
  Score: Raw -330646.361834 + Penalty 2674.070697 = -327972.291137
  nChanged 6
		SP:Iteration 30Q (96514.410000 sec): 3 clusters
  Score: Raw -330652.287577 + Penalty 2674.070697 = -327978.216879
  nChanged 2
		SP:Iteration 31Q (96514.590000 sec): 3 clusters
  Score: Raw -330654.614098 + Penalty 2674.070697 = -327980.543400
  nChanged 7
		SP:Iteration 32Q (96514.770000 sec): 3 clusters
  Score: Raw -330660.709926 + Penalty 2674.070697 = -327986.639229
  nChanged 7
		SP:Iteration 33Q (96514.940000 sec): 3 clusters
  Score: Raw -330668.090770 + Penalty 2674.070697 = -327994.020073
  nChanged 8
		SP:Iteration 34Q (96515.120000 sec): 3 clusters
  Score: Raw -330672.151098 + Penalty 2674.070697 = -327998.080400
  nChanged 2
		SP:Iteration 35Q (96515.290000 sec): 3 clusters
  Score: Raw -330674.136709 + Penalty 2674.070697 = -328000.066011
  nChanged 1
		SP:Iteration 36Q (96515.470000 sec): 3 clusters
  Score: Raw -330674.693887 + Penalty 2674.070697 = -328000.623190
  nChanged 0
		SP:Iteration 37F (96515.650000 sec): 3 clusters
  Score: Raw -330676.413031 + Penalty 2674.070697 = -328002.342334
  nChanged 1
		SP:Iteration 38Q (96515.820000 sec): 3 clusters
  Score: Raw -330678.763150 + Penalty 2674.070697 = -328004.692453
  nChanged 2
		SP:Iteration 39Q (96515.990000 sec): 3 clusters
  Score: Raw -330679.962648 + Penalty 2674.070697 = -328005.891951
  nChanged 0
		SP:Iteration 40F (96516.150000 sec): 3 clusters
  Score: Raw -330679.962648 + Penalty 2674.070697 = -328005.891951
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 7 (6791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96516.240000 sec): 2 clusters
  Score: Raw -645764.732711 + Penalty 1433.794941 = -644330.937770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96516.450000 sec): 3 clusters
  Score: Raw -642091.247961 + Penalty 2867.589883 = -639223.658078
  nChanged 2812
		SP:Iteration 1F (96516.660000 sec): 3 clusters
  Score: Raw -643613.303338 + Penalty 2867.589883 = -640745.713455
  nChanged 370
		SP:Iteration 2F (96516.850000 sec): 3 clusters
  Score: Raw -643762.462499 + Penalty 2867.589883 = -640894.872616
  nChanged 274
		SP:Iteration 3Q (96517.030000 sec): 3 clusters
  Score: Raw -643864.699631 + Penalty 2867.589883 = -640997.109749
  nChanged 227
		SP:Iteration 4Q (96517.210000 sec): 3 clusters
  Score: Raw -643937.435489 + Penalty 2867.589883 = -641069.845606
  nChanged 183
		SP:Iteration 5Q (96517.400000 sec): 3 clusters
  Score: Raw -643994.768331 + Penalty 2867.589883 = -641127.178448
  nChanged 152
		SP:Iteration 6Q (96517.590000 sec): 3 clusters
  Score: Raw -644034.418088 + Penalty 2867.589883 = -641166.828205
  nChanged 133
		SP:Iteration 7Q (96517.770000 sec): 3 clusters
  Score: Raw -644068.953941 + Penalty 2867.589883 = -641201.364059
  nChanged 94
		SP:Iteration 8Q (96517.950000 sec): 3 clusters
  Score: Raw -644094.797186 + Penalty 2867.589883 = -641227.207304
  nChanged 80
		SP:Iteration 9Q (96518.140000 sec): 3 clusters
  Score: Raw -644117.305137 + Penalty 2867.589883 = -641249.715255
  nChanged 85
		SP:Iteration 10Q (96518.330000 sec): 3 clusters
  Score: Raw -644135.989005 + Penalty 2867.589883 = -641268.399122
  nChanged 66
		SP:Iteration 11Q (96518.510000 sec): 3 clusters
  Score: Raw -644153.099326 + Penalty 2867.589883 = -641285.509443
  nChanged 69
		SP:Iteration 12Q (96518.700000 sec): 3 clusters
  Score: Raw -644169.540021 + Penalty 2867.589883 = -641301.950138
  nChanged 67
		SP:Iteration 13Q (96518.890000 sec): 3 clusters
  Score: Raw -644186.484187 + Penalty 2867.589883 = -641318.894304
  nChanged 66
		SP:Iteration 14Q (96519.080000 sec): 3 clusters
  Score: Raw -644203.969053 + Penalty 2867.589883 = -641336.379170
  nChanged 81
		SP:Iteration 15Q (96519.260000 sec): 3 clusters
  Score: Raw -644227.702639 + Penalty 2867.589883 = -641360.112757
  nChanged 84
		SP:Iteration 16Q (96519.450000 sec): 3 clusters
  Score: Raw -644252.003415 + Penalty 2867.589883 = -641384.413532
  nChanged 87
		SP:Iteration 17Q (96519.630000 sec): 3 clusters
  Score: Raw -644275.518486 + Penalty 2867.589883 = -641407.928603
  nChanged 88
		SP:Iteration 18Q (96519.820000 sec): 3 clusters
  Score: Raw -644300.354236 + Penalty 2867.589883 = -641432.764353
  nChanged 96
		SP:Iteration 19Q (96520.000000 sec): 3 clusters
  Score: Raw -644334.571621 + Penalty 2867.589883 = -641466.981738
  nChanged 122
		SP:Iteration 20F (96520.190000 sec): 3 clusters
  Score: Raw -644375.836077 + Penalty 2867.589883 = -641508.246194
  nChanged 131
		SP:Iteration 21Q (96520.360000 sec): 3 clusters
  Score: Raw -644424.684959 + Penalty 2867.589883 = -641557.095076
  nChanged 147
		SP:Iteration 22Q (96520.530000 sec): 3 clusters
  Score: Raw -644493.823661 + Penalty 2867.589883 = -641626.233779
  nChanged 175
		SP:Iteration 23Q (96520.700000 sec): 3 clusters
  Score: Raw -644579.306579 + Penalty 2867.589883 = -641711.716696
  nChanged 196
		SP:Iteration 24Q (96520.870000 sec): 3 clusters
  Score: Raw -644686.065726 + Penalty 2867.589883 = -641818.475844
  nChanged 215
		SP:Iteration 25Q (96521.040000 sec): 3 clusters
  Score: Raw -644813.746551 + Penalty 2867.589883 = -641946.156669
  nChanged 207
		SP:Iteration 26Q (96521.210000 sec): 3 clusters
  Score: Raw -644934.756298 + Penalty 2867.589883 = -642067.166416
  nChanged 205
		SP:Iteration 27Q (96521.380000 sec): 3 clusters
  Score: Raw -645079.405255 + Penalty 2867.589883 = -642211.815372
  nChanged 212
		SP:Iteration 28Q (96521.560000 sec): 3 clusters
  Score: Raw -645234.161592 + Penalty 2867.589883 = -642366.571709
  nChanged 197
		SP:Iteration 29Q (96521.760000 sec): 3 clusters
  Score: Raw -645379.061023 + Penalty 2867.589883 = -642511.471140
  nChanged 171
		SP:Iteration 30Q (96521.950000 sec): 3 clusters
  Score: Raw -645504.274648 + Penalty 2867.589883 = -642636.684766
  nChanged 131
		SP:Iteration 31Q (96522.140000 sec): 3 clusters
  Score: Raw -645614.241878 + Penalty 2867.589883 = -642746.651995
  nChanged 101
		SP:Iteration 32Q (96522.330000 sec): 3 clusters
  Score: Raw -645705.855167 + Penalty 2867.589883 = -642838.265284
  nChanged 78
		SP:Iteration 33Q (96522.520000 sec): 3 clusters
  Score: Raw -645782.929486 + Penalty 2867.589883 = -642915.339603
  nChanged 58
		SP:Iteration 34Q (96522.720000 sec): 3 clusters
  Score: Raw -645837.104161 + Penalty 2867.589883 = -642969.514279
  nChanged 35
		SP:Iteration 35Q (96522.930000 sec): 3 clusters
  Score: Raw -645875.214093 + Penalty 2867.589883 = -643007.624210
  nChanged 23
		SP:Iteration 36Q (96523.100000 sec): 3 clusters
  Score: Raw -645898.258384 + Penalty 2867.589883 = -643030.668501
  nChanged 19
		SP:Iteration 37Q (96523.290000 sec): 3 clusters
  Score: Raw -645916.951632 + Penalty 2867.589883 = -643049.361750
  nChanged 14
		SP:Iteration 38Q (96523.490000 sec): 3 clusters
  Score: Raw -645927.732436 + Penalty 2867.589883 = -643060.142554
  nChanged 7
		SP:Iteration 39Q (96523.710000 sec): 3 clusters
  Score: Raw -645933.591458 + Penalty 2867.589883 = -643066.001576
  nChanged 6
		SP:Iteration 40F (96523.910000 sec): 3 clusters
  Score: Raw -645939.272216 + Penalty 2867.589883 = -643071.682334
  nChanged 7
		SP:Iteration 41Q (96524.100000 sec): 3 clusters
  Score: Raw -645946.509098 + Penalty 2867.589883 = -643078.919215
  nChanged 4
		SP:Iteration 42Q (96524.290000 sec): 3 clusters
  Score: Raw -645948.986477 + Penalty 2867.589883 = -643081.396594
  nChanged 1
		SP:Iteration 43Q (96524.440000 sec): 3 clusters
  Score: Raw -645950.226637 + Penalty 2867.589883 = -643082.636754
  nChanged 3
		SP:Iteration 44Q (96524.640000 sec): 3 clusters
  Score: Raw -645952.661082 + Penalty 2867.589883 = -643085.071199
  nChanged 2
		SP:Iteration 45Q (96524.840000 sec): 3 clusters
  Score: Raw -645953.778038 + Penalty 2867.589883 = -643086.188155
  nChanged 1
		SP:Iteration 46Q (96525.040000 sec): 3 clusters
  Score: Raw -645954.870475 + Penalty 2867.589883 = -643087.280593
  nChanged 3
		SP:Iteration 47Q (96525.240000 sec): 3 clusters
  Score: Raw -645957.651859 + Penalty 2867.589883 = -643090.061976
  nChanged 1
		SP:Iteration 48Q (96525.440000 sec): 3 clusters
  Score: Raw -645958.257400 + Penalty 2867.589883 = -643090.667518
  nChanged 1
		SP:Iteration 49Q (96525.710000 sec): 3 clusters
  Score: Raw -645959.091577 + Penalty 2867.589883 = -643091.501695
  nChanged 1
		SP:Iteration 50Q (96525.860000 sec): 3 clusters
  Score: Raw -645959.815959 + Penalty 2867.589883 = -643092.226076
  nChanged 1
		SP:Iteration 51Q (96526.040000 sec): 3 clusters
  Score: Raw -645960.994645 + Penalty 2867.589883 = -643093.404763
  nChanged 2
		SP:Iteration 52Q (96526.250000 sec): 3 clusters
  Score: Raw -645962.285877 + Penalty 2867.589883 = -643094.695995
  nChanged 2
		SP:Iteration 53Q (96526.450000 sec): 3 clusters
  Score: Raw -645964.695732 + Penalty 2867.589883 = -643097.105849
  nChanged 1
		SP:Iteration 54Q (96526.650000 sec): 3 clusters
  Score: Raw -645965.196264 + Penalty 2867.589883 = -643097.606382
  nChanged 1
		SP:Iteration 55Q (96526.850000 sec): 3 clusters
  Score: Raw -645966.247178 + Penalty 2867.589883 = -643098.657295
  nChanged 1
		SP:Iteration 56Q (96527.030000 sec): 3 clusters
  Score: Raw -645967.392716 + Penalty 2867.589883 = -643099.802833
  nChanged 0
		SP:Iteration 57F (96527.200000 sec): 3 clusters
  Score: Raw -645967.392716 + Penalty 2867.589883 = -643099.802833
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 8 (13765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96527.380000 sec): 2 clusters
  Score: Raw -1175505.464886 + Penalty 1548.606218 = -1173956.858668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96527.600000 sec): 3 clusters
  Score: Raw -1167499.690835 + Penalty 3097.212436 = -1164402.478399
  nChanged 6130
		SP:Iteration 1F (96527.870000 sec): 3 clusters
  Score: Raw -1170968.633859 + Penalty 3097.212436 = -1167871.421423
  nChanged 922
		SP:Iteration 2F (96528.090000 sec): 3 clusters
  Score: Raw -1171456.961131 + Penalty 3097.212436 = -1168359.748695
  nChanged 832
		SP:Iteration 3F (96528.380000 sec): 3 clusters
  Score: Raw -1171908.425103 + Penalty 3097.212436 = -1168811.212668
  nChanged 831
		SP:Iteration 4F (96528.550000 sec): 3 clusters
  Score: Raw -1172383.849497 + Penalty 3097.212436 = -1169286.637062
  nChanged 802
		SP:Iteration 5F (96528.770000 sec): 3 clusters
  Score: Raw -1172891.315774 + Penalty 3097.212436 = -1169794.103339
  nChanged 750
		SP:Iteration 6F (96528.990000 sec): 3 clusters
  Score: Raw -1173356.522030 + Penalty 3097.212436 = -1170259.309595
  nChanged 631
		SP:Iteration 7Q (96529.240000 sec): 3 clusters
  Score: Raw -1173732.360421 + Penalty 3097.212436 = -1170635.147985
  nChanged 547
		SP:Iteration 8Q (96529.550000 sec): 3 clusters
  Score: Raw -1174036.912774 + Penalty 3097.212436 = -1170939.700338
  nChanged 470
		SP:Iteration 9Q (96529.790000 sec): 3 clusters
  Score: Raw -1174289.196821 + Penalty 3097.212436 = -1171191.984385
  nChanged 376
		SP:Iteration 10Q (96530.050000 sec): 3 clusters
  Score: Raw -1174465.616602 + Penalty 3097.212436 = -1171368.404166
  nChanged 323
		SP:Iteration 11Q (96530.310000 sec): 3 clusters
  Score: Raw -1174590.605825 + Penalty 3097.212436 = -1171493.393389
  nChanged 253
		SP:Iteration 12Q (96530.590000 sec): 3 clusters
  Score: Raw -1174675.722964 + Penalty 3097.212436 = -1171578.510529
  nChanged 181
		SP:Iteration 13Q (96530.850000 sec): 3 clusters
  Score: Raw -1174724.688692 + Penalty 3097.212436 = -1171627.476257
  nChanged 163
		SP:Iteration 14Q (96531.040000 sec): 3 clusters
  Score: Raw -1174765.269144 + Penalty 3097.212436 = -1171668.056709
  nChanged 142
		SP:Iteration 15Q (96531.290000 sec): 3 clusters
  Score: Raw -1174798.308077 + Penalty 3097.212436 = -1171701.095641
  nChanged 121
		SP:Iteration 16Q (96531.540000 sec): 3 clusters
  Score: Raw -1174822.212737 + Penalty 3097.212436 = -1171725.000301
  nChanged 100
		SP:Iteration 17Q (96531.790000 sec): 3 clusters
  Score: Raw -1174839.845713 + Penalty 3097.212436 = -1171742.633277
  nChanged 92
		SP:Iteration 18Q (96532.070000 sec): 3 clusters
  Score: Raw -1174857.252919 + Penalty 3097.212436 = -1171760.040483
  nChanged 77
		SP:Iteration 19Q (96532.260000 sec): 3 clusters
  Score: Raw -1174870.157382 + Penalty 3097.212436 = -1171772.944947
  nChanged 80
		SP:Iteration 20F (96532.520000 sec): 3 clusters
  Score: Raw -1174882.245376 + Penalty 3097.212436 = -1171785.032940
  nChanged 64
		SP:Iteration 21Q (96532.790000 sec): 3 clusters
  Score: Raw -1174892.303126 + Penalty 3097.212436 = -1171795.090690
  nChanged 67
		SP:Iteration 22Q (96533.020000 sec): 3 clusters
  Score: Raw -1174904.492884 + Penalty 3097.212436 = -1171807.280448
  nChanged 75
		SP:Iteration 23Q (96533.230000 sec): 3 clusters
  Score: Raw -1174918.293512 + Penalty 3097.212436 = -1171821.081076
  nChanged 68
		SP:Iteration 24Q (96533.460000 sec): 3 clusters
  Score: Raw -1174928.322939 + Penalty 3097.212436 = -1171831.110503
  nChanged 48
		SP:Iteration 25Q (96533.690000 sec): 3 clusters
  Score: Raw -1174935.221461 + Penalty 3097.212436 = -1171838.009025
  nChanged 50
		SP:Iteration 26Q (96533.910000 sec): 3 clusters
  Score: Raw -1174941.098779 + Penalty 3097.212436 = -1171843.886344
  nChanged 40
		SP:Iteration 27Q (96534.120000 sec): 3 clusters
  Score: Raw -1174945.569170 + Penalty 3097.212436 = -1171848.356734
  nChanged 32
		SP:Iteration 28Q (96534.350000 sec): 3 clusters
  Score: Raw -1174950.609334 + Penalty 3097.212436 = -1171853.396898
  nChanged 39
		SP:Iteration 29Q (96534.610000 sec): 3 clusters
  Score: Raw -1174955.396797 + Penalty 3097.212436 = -1171858.184361
  nChanged 33
		SP:Iteration 30Q (96534.820000 sec): 3 clusters
  Score: Raw -1174960.746346 + Penalty 3097.212436 = -1171863.533910
  nChanged 46
		SP:Iteration 31Q (96535.130000 sec): 3 clusters
  Score: Raw -1174967.865190 + Penalty 3097.212436 = -1171870.652754
  nChanged 46
		SP:Iteration 32Q (96535.370000 sec): 3 clusters
  Score: Raw -1174975.170384 + Penalty 3097.212436 = -1171877.957948
  nChanged 51
		SP:Iteration 33Q (96535.650000 sec): 3 clusters
  Score: Raw -1174982.162267 + Penalty 3097.212436 = -1171884.949832
  nChanged 56
		SP:Iteration 34Q (96535.850000 sec): 3 clusters
  Score: Raw -1174991.817935 + Penalty 3097.212436 = -1171894.605499
  nChanged 53
		SP:Iteration 35Q (96536.060000 sec): 3 clusters
  Score: Raw -1175000.255258 + Penalty 3097.212436 = -1171903.042823
  nChanged 57
		SP:Iteration 36Q (96536.280000 sec): 3 clusters
  Score: Raw -1175010.429616 + Penalty 3097.212436 = -1171913.217181
  nChanged 54
		SP:Iteration 37Q (96536.550000 sec): 3 clusters
  Score: Raw -1175021.653203 + Penalty 3097.212436 = -1171924.440767
  nChanged 65
		SP:Iteration 38Q (96536.770000 sec): 3 clusters
  Score: Raw -1175033.016347 + Penalty 3097.212436 = -1171935.803912
  nChanged 60
		SP:Iteration 39Q (96536.990000 sec): 3 clusters
  Score: Raw -1175044.981383 + Penalty 3097.212436 = -1171947.768947
  nChanged 63
		SP:Iteration 40F (96537.210000 sec): 3 clusters
  Score: Raw -1175056.551586 + Penalty 3097.212436 = -1171959.339150
  nChanged 63
		SP:Iteration 41Q (96537.450000 sec): 3 clusters
  Score: Raw -1175066.917507 + Penalty 3097.212436 = -1171969.705071
  nChanged 56
		SP:Iteration 42Q (96537.710000 sec): 3 clusters
  Score: Raw -1175077.476020 + Penalty 3097.212436 = -1171980.263584
  nChanged 57
		SP:Iteration 43Q (96537.970000 sec): 3 clusters
  Score: Raw -1175086.935756 + Penalty 3097.212436 = -1171989.723320
  nChanged 58
		SP:Iteration 44Q (96538.200000 sec): 3 clusters
  Score: Raw -1175099.618902 + Penalty 3097.212436 = -1172002.406466
  nChanged 58
		SP:Iteration 45Q (96538.400000 sec): 3 clusters
  Score: Raw -1175112.873860 + Penalty 3097.212436 = -1172015.661424
  nChanged 74
		SP:Iteration 46Q (96538.650000 sec): 3 clusters
  Score: Raw -1175127.955211 + Penalty 3097.212436 = -1172030.742775
  nChanged 57
		SP:Iteration 47Q (96538.930000 sec): 3 clusters
  Score: Raw -1175137.488689 + Penalty 3097.212436 = -1172040.276254
  nChanged 50
		SP:Iteration 48Q (96539.130000 sec): 3 clusters
  Score: Raw -1175144.523235 + Penalty 3097.212436 = -1172047.310799
  nChanged 41
		SP:Iteration 49Q (96539.340000 sec): 3 clusters
  Score: Raw -1175150.749095 + Penalty 3097.212436 = -1172053.536660
  nChanged 44
		SP:Iteration 50Q (96539.570000 sec): 3 clusters
  Score: Raw -1175159.986102 + Penalty 3097.212436 = -1172062.773667
  nChanged 58
		SP:Iteration 51Q (96539.790000 sec): 3 clusters
  Score: Raw -1175172.043182 + Penalty 3097.212436 = -1172074.830746
  nChanged 58
		SP:Iteration 52Q (96540.010000 sec): 3 clusters
  Score: Raw -1175183.191843 + Penalty 3097.212436 = -1172085.979407
  nChanged 50
		SP:Iteration 53Q (96540.230000 sec): 3 clusters
  Score: Raw -1175192.029162 + Penalty 3097.212436 = -1172094.816727
  nChanged 52
		SP:Iteration 54Q (96540.460000 sec): 3 clusters
  Score: Raw -1175200.046328 + Penalty 3097.212436 = -1172102.833892
  nChanged 40
		SP:Iteration 55Q (96540.670000 sec): 3 clusters
  Score: Raw -1175204.538379 + Penalty 3097.212436 = -1172107.325943
  nChanged 31
		SP:Iteration 56Q (96540.930000 sec): 3 clusters
  Score: Raw -1175208.531790 + Penalty 3097.212436 = -1172111.319354
  nChanged 37
		SP:Iteration 57Q (96541.190000 sec): 3 clusters
  Score: Raw -1175213.684696 + Penalty 3097.212436 = -1172116.472260
  nChanged 35
		SP:Iteration 58Q (96541.400000 sec): 3 clusters
  Score: Raw -1175217.536880 + Penalty 3097.212436 = -1172120.324444
  nChanged 37
		SP:Iteration 59Q (96541.650000 sec): 3 clusters
  Score: Raw -1175223.320033 + Penalty 3097.212436 = -1172126.107597
  nChanged 41
		SP:Iteration 60F (96541.860000 sec): 3 clusters
  Score: Raw -1175230.373565 + Penalty 3097.212436 = -1172133.161129
  nChanged 35
		SP:Iteration 61Q (96542.110000 sec): 3 clusters
  Score: Raw -1175236.134275 + Penalty 3097.212436 = -1172138.921839
  nChanged 31
		SP:Iteration 62Q (96542.320000 sec): 3 clusters
  Score: Raw -1175241.030037 + Penalty 3097.212436 = -1172143.817601
  nChanged 35
		SP:Iteration 63Q (96542.540000 sec): 3 clusters
  Score: Raw -1175245.752492 + Penalty 3097.212436 = -1172148.540057
  nChanged 36
		SP:Iteration 64Q (96542.810000 sec): 3 clusters
  Score: Raw -1175250.296861 + Penalty 3097.212436 = -1172153.084426
  nChanged 41
		SP:Iteration 65Q (96543.070000 sec): 3 clusters
  Score: Raw -1175256.486698 + Penalty 3097.212436 = -1172159.274262
  nChanged 40
		SP:Iteration 66Q (96543.290000 sec): 3 clusters
  Score: Raw -1175263.778705 + Penalty 3097.212436 = -1172166.566269
  nChanged 41
		SP:Iteration 67Q (96543.530000 sec): 3 clusters
  Score: Raw -1175270.377852 + Penalty 3097.212436 = -1172173.165416
  nChanged 37
		SP:Iteration 68Q (96543.760000 sec): 3 clusters
  Score: Raw -1175275.503309 + Penalty 3097.212436 = -1172178.290874
  nChanged 31
		SP:Iteration 69Q (96543.980000 sec): 3 clusters
  Score: Raw -1175279.412330 + Penalty 3097.212436 = -1172182.199894
  nChanged 30
		SP:Iteration 70Q (96544.250000 sec): 3 clusters
  Score: Raw -1175283.784999 + Penalty 3097.212436 = -1172186.572564
  nChanged 34
		SP:Iteration 71Q (96544.460000 sec): 3 clusters
  Score: Raw -1175288.389193 + Penalty 3097.212436 = -1172191.176757
  nChanged 36
		SP:Iteration 72Q (96544.730000 sec): 3 clusters
  Score: Raw -1175293.203513 + Penalty 3097.212436 = -1172195.991077
  nChanged 31
		SP:Iteration 73Q (96544.950000 sec): 3 clusters
  Score: Raw -1175297.608496 + Penalty 3097.212436 = -1172200.396060
  nChanged 38
		SP:Iteration 74Q (96545.210000 sec): 3 clusters
  Score: Raw -1175303.863766 + Penalty 3097.212436 = -1172206.651330
  nChanged 46
		SP:Iteration 75Q (96545.490000 sec): 3 clusters
  Score: Raw -1175311.696863 + Penalty 3097.212436 = -1172214.484427
  nChanged 46
		SP:Iteration 76Q (96545.680000 sec): 3 clusters
  Score: Raw -1175321.707201 + Penalty 3097.212436 = -1172224.494765
  nChanged 41
		SP:Iteration 77Q (96545.900000 sec): 3 clusters
  Score: Raw -1175328.919865 + Penalty 3097.212436 = -1172231.707429
  nChanged 44
		SP:Iteration 78Q (96546.120000 sec): 3 clusters
  Score: Raw -1175337.056513 + Penalty 3097.212436 = -1172239.844077
  nChanged 40
		SP:Iteration 79Q (96546.380000 sec): 3 clusters
  Score: Raw -1175345.295871 + Penalty 3097.212436 = -1172248.083435
  nChanged 47
		SP:Iteration 80F (96546.640000 sec): 3 clusters
  Score: Raw -1175352.968796 + Penalty 3097.212436 = -1172255.756360
  nChanged 47
		SP:Iteration 81Q (96546.860000 sec): 3 clusters
  Score: Raw -1175359.521012 + Penalty 3097.212436 = -1172262.308576
  nChanged 46
		SP:Iteration 82Q (96547.090000 sec): 3 clusters
  Score: Raw -1175367.139870 + Penalty 3097.212436 = -1172269.927434
  nChanged 37
		SP:Iteration 83Q (96547.310000 sec): 3 clusters
  Score: Raw -1175371.988291 + Penalty 3097.212436 = -1172274.775855
  nChanged 19
		SP:Iteration 84Q (96547.560000 sec): 3 clusters
  Score: Raw -1175375.363941 + Penalty 3097.212436 = -1172278.151506
  nChanged 25
		SP:Iteration 85Q (96547.780000 sec): 3 clusters
  Score: Raw -1175380.154973 + Penalty 3097.212436 = -1172282.942537
  nChanged 27
		SP:Iteration 86Q (96548.010000 sec): 3 clusters
  Score: Raw -1175383.571318 + Penalty 3097.212436 = -1172286.358882
  nChanged 18
		SP:Iteration 87Q (96548.220000 sec): 3 clusters
  Score: Raw -1175385.073349 + Penalty 3097.212436 = -1172287.860913
  nChanged 13
		SP:Iteration 88Q (96548.440000 sec): 3 clusters
  Score: Raw -1175386.549448 + Penalty 3097.212436 = -1172289.337012
  nChanged 14
		SP:Iteration 89Q (96548.660000 sec): 3 clusters
  Score: Raw -1175388.316930 + Penalty 3097.212436 = -1172291.104494
  nChanged 10
		SP:Iteration 90Q (96548.880000 sec): 3 clusters
  Score: Raw -1175389.638923 + Penalty 3097.212436 = -1172292.426487
  nChanged 17
		SP:Iteration 91Q (96549.100000 sec): 3 clusters
  Score: Raw -1175391.785693 + Penalty 3097.212436 = -1172294.573257
  nChanged 14
		SP:Iteration 92Q (96549.320000 sec): 3 clusters
  Score: Raw -1175393.314725 + Penalty 3097.212436 = -1172296.102289
  nChanged 12
		SP:Iteration 93Q (96549.540000 sec): 3 clusters
  Score: Raw -1175394.936378 + Penalty 3097.212436 = -1172297.723942
  nChanged 11
		SP:Iteration 94Q (96549.760000 sec): 3 clusters
  Score: Raw -1175395.988846 + Penalty 3097.212436 = -1172298.776410
  nChanged 6
		SP:Iteration 95Q (96549.970000 sec): 3 clusters
  Score: Raw -1175397.042005 + Penalty 3097.212436 = -1172299.829569
  nChanged 9
		SP:Iteration 96Q (96550.200000 sec): 3 clusters
  Score: Raw -1175398.005803 + Penalty 3097.212436 = -1172300.793367
  nChanged 8
		SP:Iteration 97Q (96550.420000 sec): 3 clusters
  Score: Raw -1175398.770300 + Penalty 3097.212436 = -1172301.557864
  nChanged 7
		SP:Iteration 98Q (96550.630000 sec): 3 clusters
  Score: Raw -1175399.529627 + Penalty 3097.212436 = -1172302.317192
  nChanged 9
		SP:Iteration 99Q (96550.900000 sec): 3 clusters
  Score: Raw -1175400.195108 + Penalty 3097.212436 = -1172302.982672
  nChanged 2
		SP:Iteration 100F (96551.160000 sec): 3 clusters
  Score: Raw -1175400.419695 + Penalty 3097.212436 = -1172303.207259
  nChanged 4
		SP:Iteration 101Q (96551.390000 sec): 3 clusters
  Score: Raw -1175400.819354 + Penalty 3097.212436 = -1172303.606918
  nChanged 7
		SP:Iteration 102Q (96551.640000 sec): 3 clusters
  Score: Raw -1175401.472155 + Penalty 3097.212436 = -1172304.259720
  nChanged 3
		SP:Iteration 103Q (96551.860000 sec): 3 clusters
  Score: Raw -1175401.873020 + Penalty 3097.212436 = -1172304.660584
  nChanged 6
		SP:Iteration 104Q (96552.140000 sec): 3 clusters
  Score: Raw -1175402.428313 + Penalty 3097.212436 = -1172305.215877
  nChanged 3
		SP:Iteration 105Q (96552.380000 sec): 3 clusters
  Score: Raw -1175402.806515 + Penalty 3097.212436 = -1172305.594080
  nChanged 1
		SP:Iteration 106Q (96552.600000 sec): 3 clusters
  Score: Raw -1175402.862582 + Penalty 3097.212436 = -1172305.650146
  nChanged 0
		SP:Iteration 107F (96552.770000 sec): 3 clusters
  Score: Raw -1175402.862582 + Penalty 3097.212436 = -1172305.650146
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 9 (23448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96553.010000 sec): 2 clusters
  Score: Raw -2051018.621877 + Penalty 1635.162828 = -2049383.459049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96553.330000 sec): 3 clusters
  Score: Raw -2036791.954049 + Penalty 3270.325657 = -2033521.628392
  nChanged 10620
		SP:Iteration 1F (96553.630000 sec): 3 clusters
  Score: Raw -2042730.113253 + Penalty 3270.325657 = -2039459.787596
  nChanged 1077
		SP:Iteration 2Q (96553.920000 sec): 3 clusters
  Score: Raw -2043081.824937 + Penalty 3270.325657 = -2039811.499280
  nChanged 1047
		SP:Iteration 3Q (96554.260000 sec): 3 clusters
  Score: Raw -2043523.895818 + Penalty 3270.325657 = -2040253.570161
  nChanged 1157
		SP:Iteration 4Q (96554.570000 sec): 3 clusters
  Score: Raw -2044125.577908 + Penalty 3270.325657 = -2040855.252251
  nChanged 1386
		SP:Iteration 5F (96554.890000 sec): 3 clusters
  Score: Raw -2045003.028049 + Penalty 3270.325657 = -2041732.702392
  nChanged 1574
		SP:Iteration 6F (96555.190000 sec): 3 clusters
  Score: Raw -2046134.630790 + Penalty 3270.325657 = -2042864.305133
  nChanged 1571
		SP:Iteration 7F (96555.510000 sec): 3 clusters
  Score: Raw -2047325.052614 + Penalty 3270.325657 = -2044054.726957
  nChanged 1478
		SP:Iteration 8F (96555.820000 sec): 3 clusters
  Score: Raw -2048446.253810 + Penalty 3270.325657 = -2045175.928153
  nChanged 1220
		SP:Iteration 9F (96556.130000 sec): 3 clusters
  Score: Raw -2049428.266429 + Penalty 3270.325657 = -2046157.940772
  nChanged 1022
		SP:Iteration 10Q (96556.480000 sec): 3 clusters
  Score: Raw -2050177.130609 + Penalty 3270.325657 = -2046906.804953
  nChanged 740
		SP:Iteration 11Q (96556.810000 sec): 3 clusters
  Score: Raw -2050612.154286 + Penalty 3270.325657 = -2047341.828630
  nChanged 507
		SP:Iteration 12Q (96557.120000 sec): 3 clusters
  Score: Raw -2050859.342631 + Penalty 3270.325657 = -2047589.016974
  nChanged 371
		SP:Iteration 13Q (96557.420000 sec): 3 clusters
  Score: Raw -2051007.035468 + Penalty 3270.325657 = -2047736.709811
  nChanged 260
		SP:Iteration 14Q (96557.710000 sec): 3 clusters
  Score: Raw -2051098.046328 + Penalty 3270.325657 = -2047827.720671
  nChanged 216
		SP:Iteration 15Q (96558.010000 sec): 3 clusters
  Score: Raw -2051163.007196 + Penalty 3270.325657 = -2047892.681540
  nChanged 160
		SP:Iteration 16Q (96558.350000 sec): 3 clusters
  Score: Raw -2051201.801469 + Penalty 3270.325657 = -2047931.475812
  nChanged 143
		SP:Iteration 17Q (96558.690000 sec): 3 clusters
  Score: Raw -2051235.592704 + Penalty 3270.325657 = -2047965.267047
  nChanged 138
		SP:Iteration 18Q (96559.030000 sec): 3 clusters
  Score: Raw -2051267.029048 + Penalty 3270.325657 = -2047996.703391
  nChanged 131
		SP:Iteration 19Q (96559.320000 sec): 3 clusters
  Score: Raw -2051295.647620 + Penalty 3270.325657 = -2048025.321963
  nChanged 117
		SP:Iteration 20F (96559.630000 sec): 3 clusters
  Score: Raw -2051318.839788 + Penalty 3270.325657 = -2048048.514132
  nChanged 114
		SP:Iteration 21Q (96559.960000 sec): 3 clusters
  Score: Raw -2051342.566760 + Penalty 3270.325657 = -2048072.241103
  nChanged 109
		SP:Iteration 22Q (96560.270000 sec): 3 clusters
  Score: Raw -2051360.952375 + Penalty 3270.325657 = -2048090.626718
  nChanged 98
		SP:Iteration 23Q (96560.590000 sec): 3 clusters
  Score: Raw -2051375.433601 + Penalty 3270.325657 = -2048105.107944
  nChanged 76
		SP:Iteration 24Q (96560.930000 sec): 3 clusters
  Score: Raw -2051386.331480 + Penalty 3270.325657 = -2048116.005823
  nChanged 70
		SP:Iteration 25Q (96561.230000 sec): 3 clusters
  Score: Raw -2051397.145446 + Penalty 3270.325657 = -2048126.819789
  nChanged 77
		SP:Iteration 26Q (96561.530000 sec): 3 clusters
  Score: Raw -2051411.077404 + Penalty 3270.325657 = -2048140.751747
  nChanged 76
		SP:Iteration 27Q (96561.840000 sec): 3 clusters
  Score: Raw -2051423.217557 + Penalty 3270.325657 = -2048152.891900
  nChanged 80
		SP:Iteration 28Q (96562.180000 sec): 3 clusters
  Score: Raw -2051435.478274 + Penalty 3270.325657 = -2048165.152617
  nChanged 63
		SP:Iteration 29Q (96562.490000 sec): 3 clusters
  Score: Raw -2051443.022587 + Penalty 3270.325657 = -2048172.696931
  nChanged 52
		SP:Iteration 30Q (96562.810000 sec): 3 clusters
  Score: Raw -2051449.737168 + Penalty 3270.325657 = -2048179.411511
  nChanged 51
		SP:Iteration 31Q (96563.120000 sec): 3 clusters
  Score: Raw -2051455.201886 + Penalty 3270.325657 = -2048184.876229
  nChanged 45
		SP:Iteration 32Q (96563.430000 sec): 3 clusters
  Score: Raw -2051459.682113 + Penalty 3270.325657 = -2048189.356456
  nChanged 37
		SP:Iteration 33Q (96563.740000 sec): 3 clusters
  Score: Raw -2051463.283951 + Penalty 3270.325657 = -2048192.958295
  nChanged 35
		SP:Iteration 34Q (96564.060000 sec): 3 clusters
  Score: Raw -2051466.401782 + Penalty 3270.325657 = -2048196.076125
  nChanged 28
		SP:Iteration 35Q (96564.350000 sec): 3 clusters
  Score: Raw -2051468.803827 + Penalty 3270.325657 = -2048198.478171
  nChanged 27
		SP:Iteration 36Q (96564.630000 sec): 3 clusters
  Score: Raw -2051471.023166 + Penalty 3270.325657 = -2048200.697509
  nChanged 26
		SP:Iteration 37Q (96564.950000 sec): 3 clusters
  Score: Raw -2051473.384379 + Penalty 3270.325657 = -2048203.058723
  nChanged 18
		SP:Iteration 38Q (96565.240000 sec): 3 clusters
  Score: Raw -2051474.823432 + Penalty 3270.325657 = -2048204.497775
  nChanged 12
		SP:Iteration 39Q (96565.550000 sec): 3 clusters
  Score: Raw -2051475.878432 + Penalty 3270.325657 = -2048205.552775
  nChanged 9
		SP:Iteration 40F (96565.830000 sec): 3 clusters
  Score: Raw -2051476.722263 + Penalty 3270.325657 = -2048206.396606
  nChanged 13
		SP:Iteration 41Q (96566.120000 sec): 3 clusters
  Score: Raw -2051477.482409 + Penalty 3270.325657 = -2048207.156753
  nChanged 10
		SP:Iteration 42Q (96566.410000 sec): 3 clusters
  Score: Raw -2051478.358102 + Penalty 3270.325657 = -2048208.032446
  nChanged 14
		SP:Iteration 43Q (96566.690000 sec): 3 clusters
  Score: Raw -2051479.230359 + Penalty 3270.325657 = -2048208.904702
  nChanged 10
		SP:Iteration 44Q (96566.980000 sec): 3 clusters
  Score: Raw -2051480.078801 + Penalty 3270.325657 = -2048209.753144
  nChanged 18
		SP:Iteration 45Q (96567.270000 sec): 3 clusters
  Score: Raw -2051481.607252 + Penalty 3270.325657 = -2048211.281595
  nChanged 16
		SP:Iteration 46Q (96567.560000 sec): 3 clusters
  Score: Raw -2051483.436738 + Penalty 3270.325657 = -2048213.111081
  nChanged 17
		SP:Iteration 47Q (96567.850000 sec): 3 clusters
  Score: Raw -2051485.282726 + Penalty 3270.325657 = -2048214.957070
  nChanged 25
		SP:Iteration 48Q (96568.130000 sec): 3 clusters
  Score: Raw -2051487.992183 + Penalty 3270.325657 = -2048217.666526
  nChanged 31
		SP:Iteration 49Q (96568.420000 sec): 3 clusters
  Score: Raw -2051491.300890 + Penalty 3270.325657 = -2048220.975233
  nChanged 33
		SP:Iteration 50Q (96568.710000 sec): 3 clusters
  Score: Raw -2051495.854815 + Penalty 3270.325657 = -2048225.529159
  nChanged 35
		SP:Iteration 51Q (96569.000000 sec): 3 clusters
  Score: Raw -2051500.805785 + Penalty 3270.325657 = -2048230.480129
  nChanged 29
		SP:Iteration 52Q (96569.300000 sec): 3 clusters
  Score: Raw -2051504.290997 + Penalty 3270.325657 = -2048233.965341
  nChanged 33
		SP:Iteration 53Q (96569.660000 sec): 3 clusters
  Score: Raw -2051508.505048 + Penalty 3270.325657 = -2048238.179392
  nChanged 45
		SP:Iteration 54Q (96569.990000 sec): 3 clusters
  Score: Raw -2051514.050403 + Penalty 3270.325657 = -2048243.724746
  nChanged 39
		SP:Iteration 55Q (96570.290000 sec): 3 clusters
  Score: Raw -2051518.663242 + Penalty 3270.325657 = -2048248.337586
  nChanged 28
		SP:Iteration 56Q (96570.610000 sec): 3 clusters
  Score: Raw -2051521.451097 + Penalty 3270.325657 = -2048251.125440
  nChanged 26
		SP:Iteration 57Q (96570.970000 sec): 3 clusters
  Score: Raw -2051524.223675 + Penalty 3270.325657 = -2048253.898018
  nChanged 33
		SP:Iteration 58Q (96571.320000 sec): 3 clusters
  Score: Raw -2051528.016596 + Penalty 3270.325657 = -2048257.690939
  nChanged 26
		SP:Iteration 59Q (96571.680000 sec): 3 clusters
  Score: Raw -2051530.783959 + Penalty 3270.325657 = -2048260.458302
  nChanged 28
		SP:Iteration 60F (96571.970000 sec): 3 clusters
  Score: Raw -2051533.628020 + Penalty 3270.325657 = -2048263.302363
  nChanged 28
		SP:Iteration 61Q (96572.290000 sec): 3 clusters
  Score: Raw -2051536.835304 + Penalty 3270.325657 = -2048266.509647
  nChanged 30
		SP:Iteration 62Q (96572.610000 sec): 3 clusters
  Score: Raw -2051540.454490 + Penalty 3270.325657 = -2048270.128833
  nChanged 26
		SP:Iteration 63Q (96572.920000 sec): 3 clusters
  Score: Raw -2051542.849438 + Penalty 3270.325657 = -2048272.523781
  nChanged 17
		SP:Iteration 64Q (96573.230000 sec): 3 clusters
  Score: Raw -2051544.203512 + Penalty 3270.325657 = -2048273.877855
  nChanged 14
		SP:Iteration 65Q (96573.610000 sec): 3 clusters
  Score: Raw -2051545.197264 + Penalty 3270.325657 = -2048274.871607
  nChanged 11
		SP:Iteration 66Q (96573.860000 sec): 3 clusters
  Score: Raw -2051545.974676 + Penalty 3270.325657 = -2048275.649019
  nChanged 8
		SP:Iteration 67Q (96574.150000 sec): 3 clusters
  Score: Raw -2051546.760979 + Penalty 3270.325657 = -2048276.435322
  nChanged 12
		SP:Iteration 68Q (96574.430000 sec): 3 clusters
  Score: Raw -2051547.903153 + Penalty 3270.325657 = -2048277.577496
  nChanged 14
		SP:Iteration 69Q (96574.730000 sec): 3 clusters
  Score: Raw -2051548.990029 + Penalty 3270.325657 = -2048278.664372
  nChanged 16
		SP:Iteration 70Q (96575.010000 sec): 3 clusters
  Score: Raw -2051550.002886 + Penalty 3270.325657 = -2048279.677229
  nChanged 10
		SP:Iteration 71Q (96575.300000 sec): 3 clusters
  Score: Raw -2051550.613265 + Penalty 3270.325657 = -2048280.287608
  nChanged 11
		SP:Iteration 72Q (96575.590000 sec): 3 clusters
  Score: Raw -2051551.271625 + Penalty 3270.325657 = -2048280.945968
  nChanged 12
		SP:Iteration 73Q (96575.880000 sec): 3 clusters
  Score: Raw -2051552.147838 + Penalty 3270.325657 = -2048281.822181
  nChanged 10
		SP:Iteration 74Q (96576.170000 sec): 3 clusters
  Score: Raw -2051552.927665 + Penalty 3270.325657 = -2048282.602008
  nChanged 9
		SP:Iteration 75Q (96576.460000 sec): 3 clusters
  Score: Raw -2051553.866059 + Penalty 3270.325657 = -2048283.540402
  nChanged 11
		SP:Iteration 76Q (96576.810000 sec): 3 clusters
  Score: Raw -2051554.802121 + Penalty 3270.325657 = -2048284.476464
  nChanged 16
		SP:Iteration 77Q (96577.120000 sec): 3 clusters
  Score: Raw -2051556.520220 + Penalty 3270.325657 = -2048286.194563
  nChanged 10
		SP:Iteration 78Q (96577.410000 sec): 3 clusters
  Score: Raw -2051557.097764 + Penalty 3270.325657 = -2048286.772107
  nChanged 8
		SP:Iteration 79Q (96577.710000 sec): 3 clusters
  Score: Raw -2051557.792638 + Penalty 3270.325657 = -2048287.466982
  nChanged 12
		SP:Iteration 80F (96578.000000 sec): 3 clusters
  Score: Raw -2051558.622585 + Penalty 3270.325657 = -2048288.296928
  nChanged 9
		SP:Iteration 81Q (96578.290000 sec): 3 clusters
  Score: Raw -2051559.179635 + Penalty 3270.325657 = -2048288.853978
  nChanged 7
		SP:Iteration 82Q (96578.570000 sec): 3 clusters
  Score: Raw -2051559.746059 + Penalty 3270.325657 = -2048289.420403
  nChanged 12
		SP:Iteration 83Q (96578.860000 sec): 3 clusters
  Score: Raw -2051560.510519 + Penalty 3270.325657 = -2048290.184862
  nChanged 7
		SP:Iteration 84Q (96579.180000 sec): 3 clusters
  Score: Raw -2051561.140141 + Penalty 3270.325657 = -2048290.814484
  nChanged 17
		SP:Iteration 85Q (96579.460000 sec): 3 clusters
  Score: Raw -2051563.077988 + Penalty 3270.325657 = -2048292.752331
  nChanged 17
		SP:Iteration 86Q (96579.760000 sec): 3 clusters
  Score: Raw -2051564.573327 + Penalty 3270.325657 = -2048294.247671
  nChanged 11
		SP:Iteration 87Q (96580.040000 sec): 3 clusters
  Score: Raw -2051565.739238 + Penalty 3270.325657 = -2048295.413581
  nChanged 13
		SP:Iteration 88Q (96580.330000 sec): 3 clusters
  Score: Raw -2051566.914263 + Penalty 3270.325657 = -2048296.588606
  nChanged 12
		SP:Iteration 89Q (96580.620000 sec): 3 clusters
  Score: Raw -2051568.111239 + Penalty 3270.325657 = -2048297.785582
  nChanged 9
		SP:Iteration 90Q (96580.930000 sec): 3 clusters
  Score: Raw -2051568.795433 + Penalty 3270.325657 = -2048298.469777
  nChanged 10
		SP:Iteration 91Q (96581.220000 sec): 3 clusters
  Score: Raw -2051569.409392 + Penalty 3270.325657 = -2048299.083735
  nChanged 6
		SP:Iteration 92Q (96581.520000 sec): 3 clusters
  Score: Raw -2051569.732269 + Penalty 3270.325657 = -2048299.406612
  nChanged 4
		SP:Iteration 93Q (96581.830000 sec): 3 clusters
  Score: Raw -2051569.980607 + Penalty 3270.325657 = -2048299.654950
  nChanged 4
		SP:Iteration 94Q (96582.170000 sec): 3 clusters
  Score: Raw -2051570.268302 + Penalty 3270.325657 = -2048299.942646
  nChanged 7
		SP:Iteration 95Q (96582.480000 sec): 3 clusters
  Score: Raw -2051570.769277 + Penalty 3270.325657 = -2048300.443620
  nChanged 8
		SP:Iteration 96Q (96582.820000 sec): 3 clusters
  Score: Raw -2051571.714078 + Penalty 3270.325657 = -2048301.388421
  nChanged 14
		SP:Iteration 97Q (96583.110000 sec): 3 clusters
  Score: Raw -2051573.181643 + Penalty 3270.325657 = -2048302.855986
  nChanged 9
		SP:Iteration 98Q (96583.400000 sec): 3 clusters
  Score: Raw -2051573.987653 + Penalty 3270.325657 = -2048303.661997
  nChanged 9
		SP:Iteration 99Q (96583.690000 sec): 3 clusters
  Score: Raw -2051574.659614 + Penalty 3270.325657 = -2048304.333958
  nChanged 10
		SP:Iteration 100F (96583.990000 sec): 3 clusters
  Score: Raw -2051575.486516 + Penalty 3270.325657 = -2048305.160859
  nChanged 11
		SP:Iteration 101Q (96584.280000 sec): 3 clusters
  Score: Raw -2051576.419863 + Penalty 3270.325657 = -2048306.094206
  nChanged 14
		SP:Iteration 102Q (96584.570000 sec): 3 clusters
  Score: Raw -2051577.622616 + Penalty 3270.325657 = -2048307.296960
  nChanged 15
		SP:Iteration 103Q (96584.860000 sec): 3 clusters
  Score: Raw -2051579.280615 + Penalty 3270.325657 = -2048308.954959
  nChanged 15
		SP:Iteration 104Q (96585.160000 sec): 3 clusters
  Score: Raw -2051581.034455 + Penalty 3270.325657 = -2048310.708798
  nChanged 21
		SP:Iteration 105Q (96585.450000 sec): 3 clusters
  Score: Raw -2051583.052601 + Penalty 3270.325657 = -2048312.726945
  nChanged 19
		SP:Iteration 106Q (96585.740000 sec): 3 clusters
  Score: Raw -2051584.846657 + Penalty 3270.325657 = -2048314.521000
  nChanged 16
		SP:Iteration 107Q (96586.040000 sec): 3 clusters
  Score: Raw -2051586.062461 + Penalty 3270.325657 = -2048315.736804
  nChanged 10
		SP:Iteration 108Q (96586.330000 sec): 3 clusters
  Score: Raw -2051586.865936 + Penalty 3270.325657 = -2048316.540279
  nChanged 10
		SP:Iteration 109Q (96586.620000 sec): 3 clusters
  Score: Raw -2051587.999236 + Penalty 3270.325657 = -2048317.673580
  nChanged 14
		SP:Iteration 110Q (96586.910000 sec): 3 clusters
  Score: Raw -2051589.239681 + Penalty 3270.325657 = -2048318.914024
  nChanged 11
		SP:Iteration 111Q (96587.210000 sec): 3 clusters
  Score: Raw -2051590.209662 + Penalty 3270.325657 = -2048319.884005
  nChanged 4
		SP:Iteration 112Q (96587.500000 sec): 3 clusters
  Score: Raw -2051590.509471 + Penalty 3270.325657 = -2048320.183814
  nChanged 5
		SP:Iteration 113Q (96587.790000 sec): 3 clusters
  Score: Raw -2051590.908282 + Penalty 3270.325657 = -2048320.582625
  nChanged 4
		SP:Iteration 114Q (96588.090000 sec): 3 clusters
  Score: Raw -2051591.423350 + Penalty 3270.325657 = -2048321.097693
  nChanged 6
		SP:Iteration 115Q (96588.380000 sec): 3 clusters
  Score: Raw -2051592.158839 + Penalty 3270.325657 = -2048321.833182
  nChanged 11
		SP:Iteration 116Q (96588.670000 sec): 3 clusters
  Score: Raw -2051593.166694 + Penalty 3270.325657 = -2048322.841037
  nChanged 12
		SP:Iteration 117Q (96588.960000 sec): 3 clusters
  Score: Raw -2051594.359063 + Penalty 3270.325657 = -2048324.033406
  nChanged 6
		SP:Iteration 118Q (96589.250000 sec): 3 clusters
  Score: Raw -2051594.959757 + Penalty 3270.325657 = -2048324.634100
  nChanged 7
		SP:Iteration 119Q (96589.540000 sec): 3 clusters
  Score: Raw -2051595.432763 + Penalty 3270.325657 = -2048325.107106
  nChanged 8
		SP:Iteration 120F (96589.830000 sec): 3 clusters
  Score: Raw -2051595.910597 + Penalty 3270.325657 = -2048325.584940
  nChanged 10
		SP:Iteration 121Q (96590.110000 sec): 3 clusters
  Score: Raw -2051596.561135 + Penalty 3270.325657 = -2048326.235478
  nChanged 10
		SP:Iteration 122Q (96590.410000 sec): 3 clusters
  Score: Raw -2051597.398862 + Penalty 3270.325657 = -2048327.073205
  nChanged 10
		SP:Iteration 123Q (96590.700000 sec): 3 clusters
  Score: Raw -2051598.049707 + Penalty 3270.325657 = -2048327.724051
  nChanged 6
		SP:Iteration 124Q (96591.020000 sec): 3 clusters
  Score: Raw -2051598.403467 + Penalty 3270.325657 = -2048328.077810
  nChanged 4
		SP:Iteration 125Q (96591.310000 sec): 3 clusters
  Score: Raw -2051598.570709 + Penalty 3270.325657 = -2048328.245052
  nChanged 2
		SP:Iteration 126Q (96591.600000 sec): 3 clusters
  Score: Raw -2051598.708254 + Penalty 3270.325657 = -2048328.382597
  nChanged 1
		SP:Iteration 127Q (96591.890000 sec): 3 clusters
  Score: Raw -2051598.765169 + Penalty 3270.325657 = -2048328.439512
  nChanged 0
		SP:Iteration 128F (96592.180000 sec): 3 clusters
  Score: Raw -2051598.765169 + Penalty 3270.325657 = -2048328.439512
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 10 (16463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96592.360000 sec): 2 clusters
  Score: Raw -1428553.793675 + Penalty 1577.691492 = -1426976.102183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96592.620000 sec): 3 clusters
  Score: Raw -1418866.227963 + Penalty 3155.382983 = -1415710.844980
  nChanged 7288
		SP:Iteration 1F (96592.880000 sec): 3 clusters
  Score: Raw -1422872.512004 + Penalty 3155.382983 = -1419717.129020
  nChanged 881
		SP:Iteration 2F (96593.160000 sec): 3 clusters
  Score: Raw -1423234.032385 + Penalty 3155.382983 = -1420078.649402
  nChanged 808
		SP:Iteration 3Q (96593.460000 sec): 3 clusters
  Score: Raw -1423538.232994 + Penalty 3155.382983 = -1420382.850011
  nChanged 710
		SP:Iteration 4Q (96593.740000 sec): 3 clusters
  Score: Raw -1423830.396893 + Penalty 3155.382983 = -1420675.013910
  nChanged 654
		SP:Iteration 5Q (96594.020000 sec): 3 clusters
  Score: Raw -1424077.902172 + Penalty 3155.382983 = -1420922.519188
  nChanged 603
		SP:Iteration 6Q (96594.290000 sec): 3 clusters
  Score: Raw -1424301.042998 + Penalty 3155.382983 = -1421145.660015
  nChanged 567
		SP:Iteration 7Q (96594.580000 sec): 3 clusters
  Score: Raw -1424537.369679 + Penalty 3155.382983 = -1421381.986696
  nChanged 612
		SP:Iteration 8Q (96594.920000 sec): 3 clusters
  Score: Raw -1424794.261980 + Penalty 3155.382983 = -1421638.878997
  nChanged 610
		SP:Iteration 9Q (96595.230000 sec): 3 clusters
  Score: Raw -1425077.857360 + Penalty 3155.382983 = -1421922.474377
  nChanged 640
		SP:Iteration 10Q (96595.470000 sec): 3 clusters
  Score: Raw -1425410.611715 + Penalty 3155.382983 = -1422255.228732
  nChanged 703
		SP:Iteration 11Q (96595.800000 sec): 3 clusters
  Score: Raw -1425797.121904 + Penalty 3155.382983 = -1422641.738921
  nChanged 702
		SP:Iteration 12Q (96596.060000 sec): 3 clusters
  Score: Raw -1426204.153653 + Penalty 3155.382983 = -1423048.770670
  nChanged 643
		SP:Iteration 13Q (96596.330000 sec): 3 clusters
  Score: Raw -1426571.695026 + Penalty 3155.382983 = -1423416.312043
  nChanged 576
		SP:Iteration 14Q (96596.640000 sec): 3 clusters
  Score: Raw -1426846.878977 + Penalty 3155.382983 = -1423691.495994
  nChanged 477
		SP:Iteration 15Q (96596.920000 sec): 3 clusters
  Score: Raw -1427071.372210 + Penalty 3155.382983 = -1423915.989227
  nChanged 401
		SP:Iteration 16Q (96597.220000 sec): 3 clusters
  Score: Raw -1427271.137207 + Penalty 3155.382983 = -1424115.754224
  nChanged 354
		SP:Iteration 17Q (96597.460000 sec): 3 clusters
  Score: Raw -1427435.661278 + Penalty 3155.382983 = -1424280.278295
  nChanged 300
		SP:Iteration 18Q (96597.740000 sec): 3 clusters
  Score: Raw -1427569.739113 + Penalty 3155.382983 = -1424414.356130
  nChanged 264
		SP:Iteration 19Q (96598.020000 sec): 3 clusters
  Score: Raw -1427683.813008 + Penalty 3155.382983 = -1424528.430025
  nChanged 260
		SP:Iteration 20F (96598.310000 sec): 3 clusters
  Score: Raw -1427786.212108 + Penalty 3155.382983 = -1424630.829125
  nChanged 236
		SP:Iteration 21Q (96598.610000 sec): 3 clusters
  Score: Raw -1427882.043520 + Penalty 3155.382983 = -1424726.660537
  nChanged 264
		SP:Iteration 22Q (96598.890000 sec): 3 clusters
  Score: Raw -1428006.506338 + Penalty 3155.382983 = -1424851.123354
  nChanged 258
		SP:Iteration 23Q (96599.170000 sec): 3 clusters
  Score: Raw -1428135.914036 + Penalty 3155.382983 = -1424980.531053
  nChanged 237
		SP:Iteration 24Q (96599.490000 sec): 3 clusters
  Score: Raw -1428253.176758 + Penalty 3155.382983 = -1425097.793775
  nChanged 226
		SP:Iteration 25Q (96599.760000 sec): 3 clusters
  Score: Raw -1428370.804726 + Penalty 3155.382983 = -1425215.421742
  nChanged 197
		SP:Iteration 26Q (96600.040000 sec): 3 clusters
  Score: Raw -1428476.982547 + Penalty 3155.382983 = -1425321.599564
  nChanged 188
		SP:Iteration 27Q (96600.310000 sec): 3 clusters
  Score: Raw -1428575.799017 + Penalty 3155.382983 = -1425420.416033
  nChanged 163
		SP:Iteration 28Q (96600.620000 sec): 3 clusters
  Score: Raw -1428665.449914 + Penalty 3155.382983 = -1425510.066931
  nChanged 130
		SP:Iteration 29Q (96600.820000 sec): 3 clusters
  Score: Raw -1428739.770875 + Penalty 3155.382983 = -1425584.387891
  nChanged 107
		SP:Iteration 30Q (96601.080000 sec): 3 clusters
  Score: Raw -1428805.033619 + Penalty 3155.382983 = -1425649.650636
  nChanged 100
		SP:Iteration 31Q (96601.290000 sec): 3 clusters
  Score: Raw -1428863.096908 + Penalty 3155.382983 = -1425707.713924
  nChanged 100
		SP:Iteration 32Q (96601.550000 sec): 3 clusters
  Score: Raw -1428923.013090 + Penalty 3155.382983 = -1425767.630107
  nChanged 91
		SP:Iteration 33Q (96601.800000 sec): 3 clusters
  Score: Raw -1428975.315186 + Penalty 3155.382983 = -1425819.932203
  nChanged 76
		SP:Iteration 34Q (96602.060000 sec): 3 clusters
  Score: Raw -1429012.859903 + Penalty 3155.382983 = -1425857.476920
  nChanged 73
		SP:Iteration 35Q (96602.320000 sec): 3 clusters
  Score: Raw -1429047.723080 + Penalty 3155.382983 = -1425892.340097
  nChanged 47
		SP:Iteration 36Q (96602.570000 sec): 3 clusters
  Score: Raw -1429072.454528 + Penalty 3155.382983 = -1425917.071545
  nChanged 43
		SP:Iteration 37Q (96602.800000 sec): 3 clusters
  Score: Raw -1429089.828356 + Penalty 3155.382983 = -1425934.445372
  nChanged 32
		SP:Iteration 38Q (96603.050000 sec): 3 clusters
  Score: Raw -1429102.453793 + Penalty 3155.382983 = -1425947.070810
  nChanged 28
		SP:Iteration 39Q (96603.270000 sec): 3 clusters
  Score: Raw -1429110.856797 + Penalty 3155.382983 = -1425955.473814
  nChanged 18
		SP:Iteration 40F (96603.530000 sec): 3 clusters
  Score: Raw -1429115.604267 + Penalty 3155.382983 = -1425960.221284
  nChanged 21
		SP:Iteration 41Q (96603.800000 sec): 3 clusters
  Score: Raw -1429122.650167 + Penalty 3155.382983 = -1425967.267184
  nChanged 17
		SP:Iteration 42Q (96604.050000 sec): 3 clusters
  Score: Raw -1429128.233514 + Penalty 3155.382983 = -1425972.850531
  nChanged 16
		SP:Iteration 43Q (96604.310000 sec): 3 clusters
  Score: Raw -1429132.311780 + Penalty 3155.382983 = -1425976.928797
  nChanged 10
		SP:Iteration 44Q (96604.630000 sec): 3 clusters
  Score: Raw -1429135.729843 + Penalty 3155.382983 = -1425980.346860
  nChanged 7
		SP:Iteration 45Q (96604.840000 sec): 3 clusters
  Score: Raw -1429138.936981 + Penalty 3155.382983 = -1425983.553998
  nChanged 7
		SP:Iteration 46Q (96605.100000 sec): 3 clusters
  Score: Raw -1429142.425674 + Penalty 3155.382983 = -1425987.042691
  nChanged 12
		SP:Iteration 47Q (96605.380000 sec): 3 clusters
  Score: Raw -1429146.244498 + Penalty 3155.382983 = -1425990.861515
  nChanged 9
		SP:Iteration 48Q (96605.660000 sec): 3 clusters
  Score: Raw -1429149.151717 + Penalty 3155.382983 = -1425993.768733
  nChanged 9
		SP:Iteration 49Q (96605.910000 sec): 3 clusters
  Score: Raw -1429153.066979 + Penalty 3155.382983 = -1425997.683995
  nChanged 9
		SP:Iteration 50Q (96606.200000 sec): 3 clusters
  Score: Raw -1429157.590423 + Penalty 3155.382983 = -1426002.207440
  nChanged 13
		SP:Iteration 51Q (96606.440000 sec): 3 clusters
  Score: Raw -1429161.286739 + Penalty 3155.382983 = -1426005.903756
  nChanged 6
		SP:Iteration 52Q (96606.630000 sec): 3 clusters
  Score: Raw -1429162.935613 + Penalty 3155.382983 = -1426007.552630
  nChanged 3
		SP:Iteration 53Q (96606.940000 sec): 3 clusters
  Score: Raw -1429163.341266 + Penalty 3155.382983 = -1426007.958283
  nChanged 0
		SP:Iteration 54F (96607.200000 sec): 3 clusters
  Score: Raw -1429163.341266 + Penalty 3155.382983 = -1426007.958283
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 11 (82024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96607.740000 sec): 2 clusters
  Score: Raw -7311835.903847 + Penalty 1838.649665 = -7309997.254183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96608.430000 sec): 3 clusters
  Score: Raw -7258862.893984 + Penalty 3677.299329 = -7255185.594655
  nChanged 39116
		SP:Iteration 1F (96609.160000 sec): 3 clusters
  Score: Raw -7281814.149496 + Penalty 3677.299329 = -7278136.850167
  nChanged 3251
		SP:Iteration 2Q (96609.880000 sec): 3 clusters
  Score: Raw -7283111.589701 + Penalty 3677.299329 = -7279434.290372
  nChanged 4040
		SP:Iteration 3Q (96610.610000 sec): 3 clusters
  Score: Raw -7285110.984016 + Penalty 3677.299329 = -7281433.684687
  nChanged 4991
		SP:Iteration 4F (96611.280000 sec): 3 clusters
  Score: Raw -7288134.031600 + Penalty 3677.299329 = -7284456.732271
  nChanged 5759
		SP:Iteration 5F (96611.910000 sec): 3 clusters
  Score: Raw -7291888.295490 + Penalty 3677.299329 = -7288210.996161
  nChanged 5833
		SP:Iteration 6F (96612.540000 sec): 3 clusters
  Score: Raw -7295728.934765 + Penalty 3677.299329 = -7292051.635436
  nChanged 5392
		SP:Iteration 7F (96613.170000 sec): 3 clusters
  Score: Raw -7299007.239453 + Penalty 3677.299329 = -7295329.940124
  nChanged 4454
		SP:Iteration 8F (96613.800000 sec): 3 clusters
  Score: Raw -7301411.875885 + Penalty 3677.299329 = -7297734.576556
  nChanged 3490
		SP:Iteration 9Q (96614.530000 sec): 3 clusters
  Score: Raw -7303091.944891 + Penalty 3677.299329 = -7299414.645562
  nChanged 2828
		SP:Iteration 10Q (96615.290000 sec): 3 clusters
  Score: Raw -7304331.075499 + Penalty 3677.299329 = -7300653.776170
  nChanged 2412
		SP:Iteration 11Q (96616.060000 sec): 3 clusters
  Score: Raw -7305297.299231 + Penalty 3677.299329 = -7301619.999902
  nChanged 2378
		SP:Iteration 12Q (96616.810000 sec): 3 clusters
  Score: Raw -7306204.871814 + Penalty 3677.299329 = -7302527.572485
  nChanged 2405
		SP:Iteration 13Q (96617.580000 sec): 3 clusters
  Score: Raw -7307097.103207 + Penalty 3677.299329 = -7303419.803878
  nChanged 2446
		SP:Iteration 14Q (96618.330000 sec): 3 clusters
  Score: Raw -7307953.536753 + Penalty 3677.299329 = -7304276.237424
  nChanged 2361
		SP:Iteration 15Q (96619.080000 sec): 3 clusters
  Score: Raw -7308759.304831 + Penalty 3677.299329 = -7305082.005501
  nChanged 2224
		SP:Iteration 16Q (96619.780000 sec): 3 clusters
  Score: Raw -7309479.692740 + Penalty 3677.299329 = -7305802.393411
  nChanged 2032
		SP:Iteration 17Q (96620.490000 sec): 3 clusters
  Score: Raw -7310109.859011 + Penalty 3677.299329 = -7306432.559682
  nChanged 1844
		SP:Iteration 18Q (96621.220000 sec): 3 clusters
  Score: Raw -7310656.534915 + Penalty 3677.299329 = -7306979.235586
  nChanged 1655
		SP:Iteration 19Q (96621.960000 sec): 3 clusters
  Score: Raw -7311121.730307 + Penalty 3677.299329 = -7307444.430978
  nChanged 1509
		SP:Iteration 20F (96622.620000 sec): 3 clusters
  Score: Raw -7311516.237350 + Penalty 3677.299329 = -7307838.938021
  nChanged 1338
		SP:Iteration 21Q (96623.330000 sec): 3 clusters
  Score: Raw -7311860.045504 + Penalty 3677.299329 = -7308182.746175
  nChanged 1204
		SP:Iteration 22Q (96624.040000 sec): 3 clusters
  Score: Raw -7312164.958892 + Penalty 3677.299329 = -7308487.659562
  nChanged 1063
		SP:Iteration 23Q (96624.720000 sec): 3 clusters
  Score: Raw -7312419.171824 + Penalty 3677.299329 = -7308741.872495
  nChanged 923
		SP:Iteration 24Q (96625.440000 sec): 3 clusters
  Score: Raw -7312631.741674 + Penalty 3677.299329 = -7308954.442344
  nChanged 767
		SP:Iteration 25Q (96626.140000 sec): 3 clusters
  Score: Raw -7312781.331384 + Penalty 3677.299329 = -7309104.032055
  nChanged 609
		SP:Iteration 26Q (96626.850000 sec): 3 clusters
  Score: Raw -7312885.158191 + Penalty 3677.299329 = -7309207.858861
  nChanged 503
		SP:Iteration 27Q (96627.650000 sec): 3 clusters
  Score: Raw -7312966.992500 + Penalty 3677.299329 = -7309289.693171
  nChanged 440
		SP:Iteration 28Q (96628.310000 sec): 3 clusters
  Score: Raw -7313033.636838 + Penalty 3677.299329 = -7309356.337509
  nChanged 390
		SP:Iteration 29Q (96629.030000 sec): 3 clusters
  Score: Raw -7313091.403460 + Penalty 3677.299329 = -7309414.104131
  nChanged 330
		SP:Iteration 30Q (96629.790000 sec): 3 clusters
  Score: Raw -7313138.351323 + Penalty 3677.299329 = -7309461.051994
  nChanged 289
		SP:Iteration 31Q (96630.510000 sec): 3 clusters
  Score: Raw -7313181.729128 + Penalty 3677.299329 = -7309504.429799
  nChanged 261
		SP:Iteration 32Q (96631.220000 sec): 3 clusters
  Score: Raw -7313216.597463 + Penalty 3677.299329 = -7309539.298134
  nChanged 215
		SP:Iteration 33Q (96631.900000 sec): 3 clusters
  Score: Raw -7313246.313412 + Penalty 3677.299329 = -7309569.014083
  nChanged 210
		SP:Iteration 34Q (96632.590000 sec): 3 clusters
  Score: Raw -7313274.558796 + Penalty 3677.299329 = -7309597.259467
  nChanged 175
		SP:Iteration 35Q (96633.300000 sec): 3 clusters
  Score: Raw -7313294.617273 + Penalty 3677.299329 = -7309617.317943
  nChanged 127
		SP:Iteration 36Q (96634.020000 sec): 3 clusters
  Score: Raw -7313306.869474 + Penalty 3677.299329 = -7309629.570145
  nChanged 113
		SP:Iteration 37Q (96634.790000 sec): 3 clusters
  Score: Raw -7313317.824631 + Penalty 3677.299329 = -7309640.525301
  nChanged 102
		SP:Iteration 38Q (96635.540000 sec): 3 clusters
  Score: Raw -7313327.174020 + Penalty 3677.299329 = -7309649.874691
  nChanged 90
		SP:Iteration 39Q (96636.250000 sec): 3 clusters
  Score: Raw -7313335.133018 + Penalty 3677.299329 = -7309657.833689
  nChanged 69
		SP:Iteration 40F (96636.880000 sec): 3 clusters
  Score: Raw -7313341.213769 + Penalty 3677.299329 = -7309663.914440
  nChanged 64
		SP:Iteration 41Q (96637.590000 sec): 3 clusters
  Score: Raw -7313346.380627 + Penalty 3677.299329 = -7309669.081298
  nChanged 49
		SP:Iteration 42Q (96638.300000 sec): 3 clusters
  Score: Raw -7313350.525369 + Penalty 3677.299329 = -7309673.226039
  nChanged 54
		SP:Iteration 43Q (96639.010000 sec): 3 clusters
  Score: Raw -7313355.321059 + Penalty 3677.299329 = -7309678.021730
  nChanged 62
		SP:Iteration 44Q (96639.770000 sec): 3 clusters
  Score: Raw -7313360.529136 + Penalty 3677.299329 = -7309683.229807
  nChanged 61
		SP:Iteration 45Q (96640.480000 sec): 3 clusters
  Score: Raw -7313365.387184 + Penalty 3677.299329 = -7309688.087855
  nChanged 49
		SP:Iteration 46Q (96641.180000 sec): 3 clusters
  Score: Raw -7313368.904327 + Penalty 3677.299329 = -7309691.604998
  nChanged 50
		SP:Iteration 47Q (96641.890000 sec): 3 clusters
  Score: Raw -7313372.278703 + Penalty 3677.299329 = -7309694.979374
  nChanged 43
		SP:Iteration 48Q (96642.600000 sec): 3 clusters
  Score: Raw -7313374.822542 + Penalty 3677.299329 = -7309697.523213
  nChanged 33
		SP:Iteration 49Q (96643.320000 sec): 3 clusters
  Score: Raw -7313377.394319 + Penalty 3677.299329 = -7309700.094990
  nChanged 35
		SP:Iteration 50Q (96644.110000 sec): 3 clusters
  Score: Raw -7313379.576013 + Penalty 3677.299329 = -7309702.276684
  nChanged 20
		SP:Iteration 51Q (96644.830000 sec): 3 clusters
  Score: Raw -7313380.695016 + Penalty 3677.299329 = -7309703.395687
  nChanged 21
		SP:Iteration 52Q (96645.580000 sec): 3 clusters
  Score: Raw -7313382.021562 + Penalty 3677.299329 = -7309704.722233
  nChanged 21
		SP:Iteration 53Q (96646.330000 sec): 3 clusters
  Score: Raw -7313383.328673 + Penalty 3677.299329 = -7309706.029344
  nChanged 21
		SP:Iteration 54Q (96647.080000 sec): 3 clusters
  Score: Raw -7313384.630403 + Penalty 3677.299329 = -7309707.331074
  nChanged 16
		SP:Iteration 55Q (96647.790000 sec): 3 clusters
  Score: Raw -7313385.665598 + Penalty 3677.299329 = -7309708.366269
  nChanged 15
		SP:Iteration 56Q (96648.490000 sec): 3 clusters
  Score: Raw -7313386.650194 + Penalty 3677.299329 = -7309709.350865
  nChanged 15
		SP:Iteration 57Q (96649.200000 sec): 3 clusters
  Score: Raw -7313387.482011 + Penalty 3677.299329 = -7309710.182682
  nChanged 12
		SP:Iteration 58Q (96649.900000 sec): 3 clusters
  Score: Raw -7313388.210026 + Penalty 3677.299329 = -7309710.910697
  nChanged 17
		SP:Iteration 59Q (96650.590000 sec): 3 clusters
  Score: Raw -7313389.195142 + Penalty 3677.299329 = -7309711.895813
  nChanged 13
		SP:Iteration 60F (96651.270000 sec): 3 clusters
  Score: Raw -7313390.007022 + Penalty 3677.299329 = -7309712.707692
  nChanged 10
		SP:Iteration 61Q (96651.980000 sec): 3 clusters
  Score: Raw -7313390.628818 + Penalty 3677.299329 = -7309713.329489
  nChanged 11
		SP:Iteration 62Q (96652.670000 sec): 3 clusters
  Score: Raw -7313391.324049 + Penalty 3677.299329 = -7309714.024720
  nChanged 15
		SP:Iteration 63Q (96653.340000 sec): 3 clusters
  Score: Raw -7313392.478483 + Penalty 3677.299329 = -7309715.179154
  nChanged 17
		SP:Iteration 64Q (96654.070000 sec): 3 clusters
  Score: Raw -7313393.556483 + Penalty 3677.299329 = -7309716.257154
  nChanged 19
		SP:Iteration 65Q (96654.820000 sec): 3 clusters
  Score: Raw -7313394.859863 + Penalty 3677.299329 = -7309717.560534
  nChanged 17
		SP:Iteration 66Q (96655.490000 sec): 3 clusters
  Score: Raw -7313396.236399 + Penalty 3677.299329 = -7309718.937070
  nChanged 20
		SP:Iteration 67Q (96656.150000 sec): 3 clusters
  Score: Raw -7313397.665139 + Penalty 3677.299329 = -7309720.365810
  nChanged 16
		SP:Iteration 68Q (96656.930000 sec): 3 clusters
  Score: Raw -7313398.650143 + Penalty 3677.299329 = -7309721.350814
  nChanged 15
		SP:Iteration 69Q (96657.630000 sec): 3 clusters
  Score: Raw -7313399.622198 + Penalty 3677.299329 = -7309722.322869
  nChanged 14
		SP:Iteration 70Q (96658.300000 sec): 3 clusters
  Score: Raw -7313400.500822 + Penalty 3677.299329 = -7309723.201493
  nChanged 11
		SP:Iteration 71Q (96659.050000 sec): 3 clusters
  Score: Raw -7313401.011320 + Penalty 3677.299329 = -7309723.711990
  nChanged 6
		SP:Iteration 72Q (96659.740000 sec): 3 clusters
  Score: Raw -7313401.314423 + Penalty 3677.299329 = -7309724.015094
  nChanged 8
		SP:Iteration 73Q (96660.540000 sec): 3 clusters
  Score: Raw -7313401.788805 + Penalty 3677.299329 = -7309724.489476
  nChanged 14
		SP:Iteration 74Q (96661.250000 sec): 3 clusters
  Score: Raw -7313402.665232 + Penalty 3677.299329 = -7309725.365903
  nChanged 14
		SP:Iteration 75Q (96662.010000 sec): 3 clusters
  Score: Raw -7313403.422715 + Penalty 3677.299329 = -7309726.123386
  nChanged 9
		SP:Iteration 76Q (96662.710000 sec): 3 clusters
  Score: Raw -7313403.860164 + Penalty 3677.299329 = -7309726.560835
  nChanged 8
		SP:Iteration 77Q (96663.380000 sec): 3 clusters
  Score: Raw -7313404.258713 + Penalty 3677.299329 = -7309726.959383
  nChanged 6
		SP:Iteration 78Q (96664.080000 sec): 3 clusters
  Score: Raw -7313404.618589 + Penalty 3677.299329 = -7309727.319260
  nChanged 4
		SP:Iteration 79Q (96664.790000 sec): 3 clusters
  Score: Raw -7313404.864615 + Penalty 3677.299329 = -7309727.565286
  nChanged 5
		SP:Iteration 80F (96665.490000 sec): 3 clusters
  Score: Raw -7313405.177572 + Penalty 3677.299329 = -7309727.878243
  nChanged 4
		SP:Iteration 81Q (96666.200000 sec): 3 clusters
  Score: Raw -7313405.328572 + Penalty 3677.299329 = -7309728.029243
  nChanged 1
		SP:Iteration 82Q (96666.900000 sec): 3 clusters
  Score: Raw -7313405.386492 + Penalty 3677.299329 = -7309728.087163
  nChanged 1
		SP:Iteration 83Q (96667.610000 sec): 3 clusters
  Score: Raw -7313405.435590 + Penalty 3677.299329 = -7309728.136261
  nChanged 1
		SP:Iteration 84Q (96668.320000 sec): 3 clusters
  Score: Raw -7313405.463901 + Penalty 3677.299329 = -7309728.164572
  nChanged 2
		SP:Iteration 85Q (96668.980000 sec): 3 clusters
  Score: Raw -7313405.537391 + Penalty 3677.299329 = -7309728.238062
  nChanged 0
		SP:Iteration 86F (96669.600000 sec): 3 clusters
  Score: Raw -7313405.537391 + Penalty 3677.299329 = -7309728.238062
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 12 (2559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96669.760000 sec): 2 clusters
  Score: Raw -217090.316314 + Penalty 1275.197923 = -215815.118391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96669.980000 sec): 3 clusters
  Score: Raw -215914.378002 + Penalty 2550.395847 = -213363.982155
  nChanged 959
		SP:Iteration 1F (96670.130000 sec): 3 clusters
  Score: Raw -216501.941485 + Penalty 2550.395847 = -213951.545638
  nChanged 200
		SP:Iteration 2F (96670.270000 sec): 3 clusters
  Score: Raw -216644.556192 + Penalty 2550.395847 = -214094.160345
  nChanged 121
		SP:Iteration 3Q (96670.420000 sec): 3 clusters
  Score: Raw -216717.427766 + Penalty 2550.395847 = -214167.031919
  nChanged 85
		SP:Iteration 4Q (96670.560000 sec): 3 clusters
  Score: Raw -216765.383017 + Penalty 2550.395847 = -214214.987170
  nChanged 64
		SP:Iteration 5Q (96670.710000 sec): 3 clusters
  Score: Raw -216792.360865 + Penalty 2550.395847 = -214241.965019
  nChanged 34
		SP:Iteration 6Q (96670.830000 sec): 3 clusters
  Score: Raw -216809.034458 + Penalty 2550.395847 = -214258.638611
  nChanged 30
		SP:Iteration 7Q (96670.970000 sec): 3 clusters
  Score: Raw -216818.131021 + Penalty 2550.395847 = -214267.735174
  nChanged 19
		SP:Iteration 8Q (96671.130000 sec): 3 clusters
  Score: Raw -216823.710993 + Penalty 2550.395847 = -214273.315146
  nChanged 12
		SP:Iteration 9Q (96671.290000 sec): 3 clusters
  Score: Raw -216829.132063 + Penalty 2550.395847 = -214278.736216
  nChanged 20
		SP:Iteration 10Q (96671.490000 sec): 3 clusters
  Score: Raw -216836.316737 + Penalty 2550.395847 = -214285.920890
  nChanged 20
		SP:Iteration 11Q (96671.650000 sec): 3 clusters
  Score: Raw -216846.980342 + Penalty 2550.395847 = -214296.584495
  nChanged 26
		SP:Iteration 12Q (96671.830000 sec): 3 clusters
  Score: Raw -216860.022582 + Penalty 2550.395847 = -214309.626735
  nChanged 25
		SP:Iteration 13Q (96672.010000 sec): 3 clusters
  Score: Raw -216871.444259 + Penalty 2550.395847 = -214321.048412
  nChanged 26
		SP:Iteration 14Q (96672.180000 sec): 3 clusters
  Score: Raw -216884.269960 + Penalty 2550.395847 = -214333.874113
  nChanged 25
		SP:Iteration 15Q (96672.360000 sec): 3 clusters
  Score: Raw -216897.636601 + Penalty 2550.395847 = -214347.240754
  nChanged 29
		SP:Iteration 16Q (96672.530000 sec): 3 clusters
  Score: Raw -216908.241600 + Penalty 2550.395847 = -214357.845753
  nChanged 21
		SP:Iteration 17Q (96672.710000 sec): 3 clusters
  Score: Raw -216916.231025 + Penalty 2550.395847 = -214365.835178
  nChanged 17
		SP:Iteration 18Q (96672.880000 sec): 3 clusters
  Score: Raw -216922.908220 + Penalty 2550.395847 = -214372.512373
  nChanged 12
		SP:Iteration 19Q (96673.060000 sec): 3 clusters
  Score: Raw -216927.420468 + Penalty 2550.395847 = -214377.024621
  nChanged 10
		SP:Iteration 20F (96673.230000 sec): 3 clusters
  Score: Raw -216929.763019 + Penalty 2550.395847 = -214379.367173
  nChanged 8
		SP:Iteration 21Q (96673.410000 sec): 3 clusters
  Score: Raw -216933.480511 + Penalty 2550.395847 = -214383.084664
  nChanged 8
		SP:Iteration 22Q (96673.590000 sec): 3 clusters
  Score: Raw -216936.695648 + Penalty 2550.395847 = -214386.299802
  nChanged 9
		SP:Iteration 23Q (96673.760000 sec): 3 clusters
  Score: Raw -216941.572752 + Penalty 2550.395847 = -214391.176905
  nChanged 12
		SP:Iteration 24Q (96673.940000 sec): 3 clusters
  Score: Raw -216945.585741 + Penalty 2550.395847 = -214395.189894
  nChanged 9
		SP:Iteration 25Q (96674.120000 sec): 3 clusters
  Score: Raw -216948.374059 + Penalty 2550.395847 = -214397.978212
  nChanged 8
		SP:Iteration 26Q (96674.290000 sec): 3 clusters
  Score: Raw -216950.542685 + Penalty 2550.395847 = -214400.146838
  nChanged 4
		SP:Iteration 27Q (96674.470000 sec): 3 clusters
  Score: Raw -216951.882405 + Penalty 2550.395847 = -214401.486558
  nChanged 4
		SP:Iteration 28Q (96674.640000 sec): 3 clusters
  Score: Raw -216954.837521 + Penalty 2550.395847 = -214404.441674
  nChanged 7
		SP:Iteration 29Q (96674.820000 sec): 3 clusters
  Score: Raw -216958.772044 + Penalty 2550.395847 = -214408.376198
  nChanged 8
		SP:Iteration 30Q (96675.000000 sec): 3 clusters
  Score: Raw -216961.327617 + Penalty 2550.395847 = -214410.931770
  nChanged 7
		SP:Iteration 31Q (96675.170000 sec): 3 clusters
  Score: Raw -216963.834868 + Penalty 2550.395847 = -214413.439021
  nChanged 5
		SP:Iteration 32Q (96675.350000 sec): 3 clusters
  Score: Raw -216965.919767 + Penalty 2550.395847 = -214415.523920
  nChanged 6
		SP:Iteration 33Q (96675.520000 sec): 3 clusters
  Score: Raw -216967.582318 + Penalty 2550.395847 = -214417.186471
  nChanged 8
		SP:Iteration 34Q (96675.700000 sec): 3 clusters
  Score: Raw -216970.436550 + Penalty 2550.395847 = -214420.040703
  nChanged 6
		SP:Iteration 35Q (96675.880000 sec): 3 clusters
  Score: Raw -216973.363014 + Penalty 2550.395847 = -214422.967168
  nChanged 6
		SP:Iteration 36Q (96676.050000 sec): 3 clusters
  Score: Raw -216975.931450 + Penalty 2550.395847 = -214425.535603
  nChanged 3
		SP:Iteration 37Q (96676.230000 sec): 3 clusters
  Score: Raw -216976.968462 + Penalty 2550.395847 = -214426.572616
  nChanged 4
		SP:Iteration 38Q (96676.400000 sec): 3 clusters
  Score: Raw -216977.939765 + Penalty 2550.395847 = -214427.543918
  nChanged 3
		SP:Iteration 39Q (96676.580000 sec): 3 clusters
  Score: Raw -216978.770450 + Penalty 2550.395847 = -214428.374603
  nChanged 1
		SP:Iteration 40F (96676.760000 sec): 3 clusters
  Score: Raw -216979.120925 + Penalty 2550.395847 = -214428.725078
  nChanged 2
		SP:Iteration 41Q (96676.930000 sec): 3 clusters
  Score: Raw -216979.413240 + Penalty 2550.395847 = -214429.017394
  nChanged 2
		SP:Iteration 42Q (96677.110000 sec): 3 clusters
  Score: Raw -216979.768994 + Penalty 2550.395847 = -214429.373148
  nChanged 2
		SP:Iteration 43Q (96677.280000 sec): 3 clusters
  Score: Raw -216980.188430 + Penalty 2550.395847 = -214429.792584
  nChanged 2
		SP:Iteration 44Q (96677.460000 sec): 3 clusters
  Score: Raw -216980.402773 + Penalty 2550.395847 = -214430.006926
  nChanged 1
		SP:Iteration 45Q (96677.640000 sec): 3 clusters
  Score: Raw -216980.556387 + Penalty 2550.395847 = -214430.160540
  nChanged 1
		SP:Iteration 46Q (96677.810000 sec): 3 clusters
  Score: Raw -216980.887397 + Penalty 2550.395847 = -214430.491550
  nChanged 2
		SP:Iteration 47Q (96677.980000 sec): 3 clusters
  Score: Raw -216981.365063 + Penalty 2550.395847 = -214430.969216
  nChanged 1
		SP:Iteration 48Q (96678.160000 sec): 3 clusters
  Score: Raw -216981.493219 + Penalty 2550.395847 = -214431.097373
  nChanged 1
		SP:Iteration 49Q (96678.330000 sec): 3 clusters
  Score: Raw -216981.709772 + Penalty 2550.395847 = -214431.313925
  nChanged 1
		SP:Iteration 50Q (96678.500000 sec): 3 clusters
  Score: Raw -216981.842347 + Penalty 2550.395847 = -214431.446500
  nChanged 1
		SP:Iteration 51Q (96678.680000 sec): 3 clusters
  Score: Raw -216981.996848 + Penalty 2550.395847 = -214431.601001
  nChanged 1
		SP:Iteration 52Q (96678.850000 sec): 3 clusters
  Score: Raw -216982.174929 + Penalty 2550.395847 = -214431.779082
  nChanged 1
		SP:Iteration 53Q (96679.020000 sec): 3 clusters
  Score: Raw -216982.363949 + Penalty 2550.395847 = -214431.968102
  nChanged 0
		SP:Iteration 54F (96679.200000 sec): 3 clusters
  Score: Raw -216982.363949 + Penalty 2550.395847 = -214431.968102
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 13 (5117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96679.280000 sec): 2 clusters
  Score: Raw -403885.669089 + Penalty 1387.802586 = -402497.866502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96679.450000 sec): 3 clusters
  Score: Raw -401308.330773 + Penalty 2775.605173 = -398532.725601
  nChanged 2023
		SP:Iteration 1F (96679.630000 sec): 3 clusters
  Score: Raw -402655.881462 + Penalty 2775.605173 = -399880.276289
  nChanged 442
		SP:Iteration 2F (96679.800000 sec): 3 clusters
  Score: Raw -403042.983118 + Penalty 2775.605173 = -400267.377945
  nChanged 352
		SP:Iteration 3F (96680.010000 sec): 3 clusters
  Score: Raw -403344.949373 + Penalty 2775.605173 = -400569.344200
  nChanged 317
		SP:Iteration 4F (96680.150000 sec): 3 clusters
  Score: Raw -403591.383414 + Penalty 2775.605173 = -400815.778241
  nChanged 257
		SP:Iteration 5F (96680.320000 sec): 3 clusters
  Score: Raw -403770.293580 + Penalty 2775.605173 = -400994.688408
  nChanged 228
		SP:Iteration 6Q (96680.500000 sec): 3 clusters
  Score: Raw -403927.326485 + Penalty 2775.605173 = -401151.721312
  nChanged 208
		SP:Iteration 7Q (96680.710000 sec): 3 clusters
  Score: Raw -404068.552611 + Penalty 2775.605173 = -401292.947438
  nChanged 182
		SP:Iteration 8Q (96680.890000 sec): 3 clusters
  Score: Raw -404190.220335 + Penalty 2775.605173 = -401414.615162
  nChanged 156
		SP:Iteration 9Q (96681.060000 sec): 3 clusters
  Score: Raw -404281.071953 + Penalty 2775.605173 = -401505.466780
  nChanged 127
		SP:Iteration 10Q (96681.240000 sec): 3 clusters
  Score: Raw -404351.234315 + Penalty 2775.605173 = -401575.629142
  nChanged 108
		SP:Iteration 11Q (96681.410000 sec): 3 clusters
  Score: Raw -404413.008736 + Penalty 2775.605173 = -401637.403564
  nChanged 109
		SP:Iteration 12Q (96681.580000 sec): 3 clusters
  Score: Raw -404478.129588 + Penalty 2775.605173 = -401702.524415
  nChanged 95
		SP:Iteration 13Q (96681.750000 sec): 3 clusters
  Score: Raw -404525.749320 + Penalty 2775.605173 = -401750.144147
  nChanged 82
		SP:Iteration 14Q (96681.930000 sec): 3 clusters
  Score: Raw -404561.524256 + Penalty 2775.605173 = -401785.919083
  nChanged 60
		SP:Iteration 15Q (96682.100000 sec): 3 clusters
  Score: Raw -404583.700300 + Penalty 2775.605173 = -401808.095127
  nChanged 44
		SP:Iteration 16Q (96682.280000 sec): 3 clusters
  Score: Raw -404599.238531 + Penalty 2775.605173 = -401823.633358
  nChanged 35
		SP:Iteration 17Q (96682.450000 sec): 3 clusters
  Score: Raw -404610.358633 + Penalty 2775.605173 = -401834.753461
  nChanged 29
		SP:Iteration 18Q (96682.610000 sec): 3 clusters
  Score: Raw -404617.742486 + Penalty 2775.605173 = -401842.137313
  nChanged 17
		SP:Iteration 19Q (96682.780000 sec): 3 clusters
  Score: Raw -404623.999212 + Penalty 2775.605173 = -401848.394040
  nChanged 19
		SP:Iteration 20F (96682.960000 sec): 3 clusters
  Score: Raw -404630.090663 + Penalty 2775.605173 = -401854.485490
  nChanged 28
		SP:Iteration 21Q (96683.130000 sec): 3 clusters
  Score: Raw -404638.629307 + Penalty 2775.605173 = -401863.024134
  nChanged 35
		SP:Iteration 22Q (96683.300000 sec): 3 clusters
  Score: Raw -404650.480491 + Penalty 2775.605173 = -401874.875318
  nChanged 28
		SP:Iteration 23Q (96683.480000 sec): 3 clusters
  Score: Raw -404660.271275 + Penalty 2775.605173 = -401884.666102
  nChanged 31
		SP:Iteration 24Q (96683.650000 sec): 3 clusters
  Score: Raw -404670.625727 + Penalty 2775.605173 = -401895.020554
  nChanged 29
		SP:Iteration 25Q (96683.830000 sec): 3 clusters
  Score: Raw -404680.139246 + Penalty 2775.605173 = -401904.534074
  nChanged 22
		SP:Iteration 26Q (96684.000000 sec): 3 clusters
  Score: Raw -404687.646208 + Penalty 2775.605173 = -401912.041035
  nChanged 26
		SP:Iteration 27Q (96684.180000 sec): 3 clusters
  Score: Raw -404694.753585 + Penalty 2775.605173 = -401919.148413
  nChanged 17
		SP:Iteration 28Q (96684.340000 sec): 3 clusters
  Score: Raw -404699.765348 + Penalty 2775.605173 = -401924.160176
  nChanged 23
		SP:Iteration 29Q (96684.500000 sec): 3 clusters
  Score: Raw -404706.295839 + Penalty 2775.605173 = -401930.690666
  nChanged 17
		SP:Iteration 30Q (96684.680000 sec): 3 clusters
  Score: Raw -404710.636773 + Penalty 2775.605173 = -401935.031600
  nChanged 18
		SP:Iteration 31Q (96684.850000 sec): 3 clusters
  Score: Raw -404716.548715 + Penalty 2775.605173 = -401940.943542
  nChanged 21
		SP:Iteration 32Q (96685.020000 sec): 3 clusters
  Score: Raw -404724.515826 + Penalty 2775.605173 = -401948.910653
  nChanged 23
		SP:Iteration 33Q (96685.200000 sec): 3 clusters
  Score: Raw -404734.077942 + Penalty 2775.605173 = -401958.472769
  nChanged 27
		SP:Iteration 34Q (96685.360000 sec): 3 clusters
  Score: Raw -404743.583136 + Penalty 2775.605173 = -401967.977963
  nChanged 23
		SP:Iteration 35Q (96685.520000 sec): 3 clusters
  Score: Raw -404750.287682 + Penalty 2775.605173 = -401974.682509
  nChanged 18
		SP:Iteration 36Q (96685.690000 sec): 3 clusters
  Score: Raw -404755.415125 + Penalty 2775.605173 = -401979.809953
  nChanged 17
		SP:Iteration 37Q (96685.860000 sec): 3 clusters
  Score: Raw -404762.328163 + Penalty 2775.605173 = -401986.722990
  nChanged 19
		SP:Iteration 38Q (96686.030000 sec): 3 clusters
  Score: Raw -404767.861653 + Penalty 2775.605173 = -401992.256480
  nChanged 17
		SP:Iteration 39Q (96686.210000 sec): 3 clusters
  Score: Raw -404773.242907 + Penalty 2775.605173 = -401997.637734
  nChanged 17
		SP:Iteration 40F (96686.380000 sec): 3 clusters
  Score: Raw -404777.593507 + Penalty 2775.605173 = -402001.988334
  nChanged 10
		SP:Iteration 41Q (96686.550000 sec): 3 clusters
  Score: Raw -404780.851063 + Penalty 2775.605173 = -402005.245890
  nChanged 16
		SP:Iteration 42Q (96686.720000 sec): 3 clusters
  Score: Raw -404787.235488 + Penalty 2775.605173 = -402011.630316
  nChanged 11
		SP:Iteration 43Q (96686.900000 sec): 3 clusters
  Score: Raw -404790.944598 + Penalty 2775.605173 = -402015.339425
  nChanged 11
		SP:Iteration 44Q (96687.070000 sec): 3 clusters
  Score: Raw -404793.168594 + Penalty 2775.605173 = -402017.563422
  nChanged 8
		SP:Iteration 45Q (96687.250000 sec): 3 clusters
  Score: Raw -404795.304614 + Penalty 2775.605173 = -402019.699441
  nChanged 8
		SP:Iteration 46Q (96687.420000 sec): 3 clusters
  Score: Raw -404797.080551 + Penalty 2775.605173 = -402021.475378
  nChanged 6
		SP:Iteration 47Q (96687.620000 sec): 3 clusters
  Score: Raw -404798.484575 + Penalty 2775.605173 = -402022.879402
  nChanged 7
		SP:Iteration 48Q (96687.780000 sec): 3 clusters
  Score: Raw -404799.756745 + Penalty 2775.605173 = -402024.151572
  nChanged 5
		SP:Iteration 49Q (96687.920000 sec): 3 clusters
  Score: Raw -404800.820424 + Penalty 2775.605173 = -402025.215251
  nChanged 5
		SP:Iteration 50Q (96688.080000 sec): 3 clusters
  Score: Raw -404802.480480 + Penalty 2775.605173 = -402026.875307
  nChanged 7
		SP:Iteration 51Q (96688.240000 sec): 3 clusters
  Score: Raw -404804.457482 + Penalty 2775.605173 = -402028.852310
  nChanged 7
		SP:Iteration 52Q (96688.390000 sec): 3 clusters
  Score: Raw -404806.307644 + Penalty 2775.605173 = -402030.702471
  nChanged 6
		SP:Iteration 53Q (96688.550000 sec): 3 clusters
  Score: Raw -404807.636511 + Penalty 2775.605173 = -402032.031338
  nChanged 5
		SP:Iteration 54Q (96688.710000 sec): 3 clusters
  Score: Raw -404808.544832 + Penalty 2775.605173 = -402032.939659
  nChanged 0
		SP:Iteration 55F (96688.870000 sec): 3 clusters
  Score: Raw -404808.544832 + Penalty 2775.605173 = -402032.939659
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 14 (7323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96689.000000 sec): 2 clusters
  Score: Raw -622147.500068 + Penalty 1446.050996 = -620701.449072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96689.180000 sec): 3 clusters
  Score: Raw -618153.872285 + Penalty 2892.101992 = -615261.770293
  nChanged 3050
		SP:Iteration 1F (96689.360000 sec): 3 clusters
  Score: Raw -619866.358691 + Penalty 2892.101992 = -616974.256700
  nChanged 508
		SP:Iteration 2F (96689.570000 sec): 3 clusters
  Score: Raw -620157.504592 + Penalty 2892.101992 = -617265.402600
  nChanged 442
		SP:Iteration 3F (96689.760000 sec): 3 clusters
  Score: Raw -620409.480478 + Penalty 2892.101992 = -617517.378487
  nChanged 366
		SP:Iteration 4Q (96689.950000 sec): 3 clusters
  Score: Raw -620621.600550 + Penalty 2892.101992 = -617729.498558
  nChanged 376
		SP:Iteration 5F (96690.140000 sec): 3 clusters
  Score: Raw -620828.558738 + Penalty 2892.101992 = -617936.456747
  nChanged 312
		SP:Iteration 6Q (96690.340000 sec): 3 clusters
  Score: Raw -621013.550951 + Penalty 2892.101992 = -618121.448959
  nChanged 315
		SP:Iteration 7Q (96690.520000 sec): 3 clusters
  Score: Raw -621192.928260 + Penalty 2892.101992 = -618300.826268
  nChanged 272
		SP:Iteration 8Q (96690.720000 sec): 3 clusters
  Score: Raw -621348.646971 + Penalty 2892.101992 = -618456.544980
  nChanged 238
		SP:Iteration 9Q (96690.980000 sec): 3 clusters
  Score: Raw -621463.052646 + Penalty 2892.101992 = -618570.950655
  nChanged 204
		SP:Iteration 10Q (96691.130000 sec): 3 clusters
  Score: Raw -621545.715482 + Penalty 2892.101992 = -618653.613490
  nChanged 152
		SP:Iteration 11Q (96691.320000 sec): 3 clusters
  Score: Raw -621604.256052 + Penalty 2892.101992 = -618712.154060
  nChanged 131
		SP:Iteration 12Q (96691.510000 sec): 3 clusters
  Score: Raw -621651.393259 + Penalty 2892.101992 = -618759.291268
  nChanged 104
		SP:Iteration 13Q (96691.710000 sec): 3 clusters
  Score: Raw -621690.857600 + Penalty 2892.101992 = -618798.755609
  nChanged 90
		SP:Iteration 14Q (96691.910000 sec): 3 clusters
  Score: Raw -621717.697824 + Penalty 2892.101992 = -618825.595833
  nChanged 86
		SP:Iteration 15Q (96692.100000 sec): 3 clusters
  Score: Raw -621746.000561 + Penalty 2892.101992 = -618853.898570
  nChanged 90
		SP:Iteration 16Q (96692.300000 sec): 3 clusters
  Score: Raw -621777.047624 + Penalty 2892.101992 = -618884.945632
  nChanged 96
		SP:Iteration 17Q (96692.500000 sec): 3 clusters
  Score: Raw -621814.837466 + Penalty 2892.101992 = -618922.735474
  nChanged 101
		SP:Iteration 18Q (96692.700000 sec): 3 clusters
  Score: Raw -621853.352706 + Penalty 2892.101992 = -618961.250714
  nChanged 102
		SP:Iteration 19Q (96692.900000 sec): 3 clusters
  Score: Raw -621895.323823 + Penalty 2892.101992 = -619003.221831
  nChanged 101
		SP:Iteration 20F (96693.090000 sec): 3 clusters
  Score: Raw -621937.866681 + Penalty 2892.101992 = -619045.764689
  nChanged 104
		SP:Iteration 21Q (96693.290000 sec): 3 clusters
  Score: Raw -621985.506337 + Penalty 2892.101992 = -619093.404345
  nChanged 101
		SP:Iteration 22Q (96693.490000 sec): 3 clusters
  Score: Raw -622027.739764 + Penalty 2892.101992 = -619135.637772
  nChanged 86
		SP:Iteration 23Q (96693.680000 sec): 3 clusters
  Score: Raw -622057.620080 + Penalty 2892.101992 = -619165.518089
  nChanged 85
		SP:Iteration 24Q (96693.880000 sec): 3 clusters
  Score: Raw -622089.610036 + Penalty 2892.101992 = -619197.508045
  nChanged 70
		SP:Iteration 25Q (96694.080000 sec): 3 clusters
  Score: Raw -622119.905783 + Penalty 2892.101992 = -619227.803791
  nChanged 74
		SP:Iteration 26Q (96694.280000 sec): 3 clusters
  Score: Raw -622148.195334 + Penalty 2892.101992 = -619256.093343
  nChanged 70
		SP:Iteration 27Q (96694.480000 sec): 3 clusters
  Score: Raw -622173.275509 + Penalty 2892.101992 = -619281.173517
  nChanged 68
		SP:Iteration 28Q (96694.680000 sec): 3 clusters
  Score: Raw -622196.696758 + Penalty 2892.101992 = -619304.594766
  nChanged 69
		SP:Iteration 29Q (96694.870000 sec): 3 clusters
  Score: Raw -622221.913126 + Penalty 2892.101992 = -619329.811135
  nChanged 66
		SP:Iteration 30Q (96695.070000 sec): 3 clusters
  Score: Raw -622249.157251 + Penalty 2892.101992 = -619357.055259
  nChanged 59
		SP:Iteration 31Q (96695.270000 sec): 3 clusters
  Score: Raw -622270.345903 + Penalty 2892.101992 = -619378.243912
  nChanged 49
		SP:Iteration 32Q (96695.470000 sec): 3 clusters
  Score: Raw -622286.023288 + Penalty 2892.101992 = -619393.921297
  nChanged 52
		SP:Iteration 33Q (96695.660000 sec): 3 clusters
  Score: Raw -622303.829793 + Penalty 2892.101992 = -619411.727802
  nChanged 48
		SP:Iteration 34Q (96695.840000 sec): 3 clusters
  Score: Raw -622323.412689 + Penalty 2892.101992 = -619431.310698
  nChanged 55
		SP:Iteration 35Q (96696.080000 sec): 3 clusters
  Score: Raw -622345.712411 + Penalty 2892.101992 = -619453.610419
  nChanged 49
		SP:Iteration 36Q (96696.260000 sec): 3 clusters
  Score: Raw -622361.820593 + Penalty 2892.101992 = -619469.718601
  nChanged 43
		SP:Iteration 37Q (96696.490000 sec): 3 clusters
  Score: Raw -622376.797073 + Penalty 2892.101992 = -619484.695081
  nChanged 43
		SP:Iteration 38Q (96696.650000 sec): 3 clusters
  Score: Raw -622390.787615 + Penalty 2892.101992 = -619498.685623
  nChanged 40
		SP:Iteration 39Q (96696.860000 sec): 3 clusters
  Score: Raw -622405.545313 + Penalty 2892.101992 = -619513.443321
  nChanged 43
		SP:Iteration 40F (96697.050000 sec): 3 clusters
  Score: Raw -622419.748102 + Penalty 2892.101992 = -619527.646110
  nChanged 37
		SP:Iteration 41Q (96697.240000 sec): 3 clusters
  Score: Raw -622431.385505 + Penalty 2892.101992 = -619539.283513
  nChanged 26
		SP:Iteration 42Q (96697.440000 sec): 3 clusters
  Score: Raw -622439.869508 + Penalty 2892.101992 = -619547.767516
  nChanged 24
		SP:Iteration 43Q (96697.640000 sec): 3 clusters
  Score: Raw -622446.296518 + Penalty 2892.101992 = -619554.194527
  nChanged 15
		SP:Iteration 44Q (96697.840000 sec): 3 clusters
  Score: Raw -622451.311055 + Penalty 2892.101992 = -619559.209063
  nChanged 23
		SP:Iteration 45Q (96698.040000 sec): 3 clusters
  Score: Raw -622457.813305 + Penalty 2892.101992 = -619565.711313
  nChanged 25
		SP:Iteration 46Q (96698.230000 sec): 3 clusters
  Score: Raw -622465.139141 + Penalty 2892.101992 = -619573.037149
  nChanged 19
		SP:Iteration 47Q (96698.430000 sec): 3 clusters
  Score: Raw -622470.907858 + Penalty 2892.101992 = -619578.805866
  nChanged 19
		SP:Iteration 48Q (96698.630000 sec): 3 clusters
  Score: Raw -622476.421574 + Penalty 2892.101992 = -619584.319582
  nChanged 22
		SP:Iteration 49Q (96698.820000 sec): 3 clusters
  Score: Raw -622483.068763 + Penalty 2892.101992 = -619590.966771
  nChanged 17
		SP:Iteration 50Q (96699.020000 sec): 3 clusters
  Score: Raw -622487.649883 + Penalty 2892.101992 = -619595.547891
  nChanged 10
		SP:Iteration 51Q (96699.220000 sec): 3 clusters
  Score: Raw -622489.940003 + Penalty 2892.101992 = -619597.838011
  nChanged 11
		SP:Iteration 52Q (96699.420000 sec): 3 clusters
  Score: Raw -622492.961764 + Penalty 2892.101992 = -619600.859772
  nChanged 9
		SP:Iteration 53Q (96699.620000 sec): 3 clusters
  Score: Raw -622496.492030 + Penalty 2892.101992 = -619604.390038
  nChanged 7
		SP:Iteration 54Q (96699.820000 sec): 3 clusters
  Score: Raw -622499.064225 + Penalty 2892.101992 = -619606.962234
  nChanged 4
		SP:Iteration 55Q (96700.020000 sec): 3 clusters
  Score: Raw -622500.305623 + Penalty 2892.101992 = -619608.203632
  nChanged 7
		SP:Iteration 56Q (96700.210000 sec): 3 clusters
  Score: Raw -622502.082428 + Penalty 2892.101992 = -619609.980437
  nChanged 5
		SP:Iteration 57Q (96700.410000 sec): 3 clusters
  Score: Raw -622503.304173 + Penalty 2892.101992 = -619611.202181
  nChanged 5
		SP:Iteration 58Q (96700.610000 sec): 3 clusters
  Score: Raw -622504.076062 + Penalty 2892.101992 = -619611.974070
  nChanged 2
		SP:Iteration 59Q (96700.810000 sec): 3 clusters
  Score: Raw -622504.399635 + Penalty 2892.101992 = -619612.297643
  nChanged 3
		SP:Iteration 60F (96701.000000 sec): 3 clusters
  Score: Raw -622505.189033 + Penalty 2892.101992 = -619613.087042
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 15 (43288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96701.340000 sec): 2 clusters
  Score: Raw -3821268.076196 + Penalty 1734.789995 = -3819533.286201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96701.790000 sec): 3 clusters
  Score: Raw -3793895.756996 + Penalty 3469.579990 = -3790426.177006
  nChanged 20068
		SP:Iteration 1F (96702.190000 sec): 3 clusters
  Score: Raw -3805455.472897 + Penalty 3469.579990 = -3801985.892907
  nChanged 1652
		SP:Iteration 2Q (96702.690000 sec): 3 clusters
  Score: Raw -3805920.131618 + Penalty 3469.579990 = -3802450.551628
  nChanged 1664
		SP:Iteration 3Q (96703.170000 sec): 3 clusters
  Score: Raw -3806475.886913 + Penalty 3469.579990 = -3803006.306923
  nChanged 1702
		SP:Iteration 4Q (96703.700000 sec): 3 clusters
  Score: Raw -3807205.265747 + Penalty 3469.579990 = -3803735.685757
  nChanged 1973
		SP:Iteration 5Q (96704.220000 sec): 3 clusters
  Score: Raw -3808214.862978 + Penalty 3469.579990 = -3804745.282988
  nChanged 2191
		SP:Iteration 6F (96704.660000 sec): 3 clusters
  Score: Raw -3809441.509119 + Penalty 3469.579990 = -3805971.929129
  nChanged 2375
		SP:Iteration 7F (96705.140000 sec): 3 clusters
  Score: Raw -3810854.643073 + Penalty 3469.579990 = -3807385.063083
  nChanged 2398
		SP:Iteration 8F (96705.620000 sec): 3 clusters
  Score: Raw -3812357.741404 + Penalty 3469.579990 = -3808888.161414
  nChanged 2269
		SP:Iteration 9F (96706.110000 sec): 3 clusters
  Score: Raw -3813807.252332 + Penalty 3469.579990 = -3810337.672342
  nChanged 1978
		SP:Iteration 10Q (96706.630000 sec): 3 clusters
  Score: Raw -3814815.561448 + Penalty 3469.579990 = -3811345.981458
  nChanged 1439
		SP:Iteration 11Q (96707.120000 sec): 3 clusters
  Score: Raw -3815308.906022 + Penalty 3469.579990 = -3811839.326032
  nChanged 879
		SP:Iteration 12Q (96707.600000 sec): 3 clusters
  Score: Raw -3815552.740591 + Penalty 3469.579990 = -3812083.160601
  nChanged 657
		SP:Iteration 13Q (96708.060000 sec): 3 clusters
  Score: Raw -3815739.798477 + Penalty 3469.579990 = -3812270.218487
  nChanged 623
		SP:Iteration 14Q (96708.520000 sec): 3 clusters
  Score: Raw -3815919.457301 + Penalty 3469.579990 = -3812449.877311
  nChanged 633
		SP:Iteration 15Q (96708.940000 sec): 3 clusters
  Score: Raw -3816120.532326 + Penalty 3469.579990 = -3812650.952335
  nChanged 668
		SP:Iteration 16Q (96709.390000 sec): 3 clusters
  Score: Raw -3816348.005692 + Penalty 3469.579990 = -3812878.425701
  nChanged 670
		SP:Iteration 17Q (96709.850000 sec): 3 clusters
  Score: Raw -3816576.429641 + Penalty 3469.579990 = -3813106.849651
  nChanged 672
		SP:Iteration 18Q (96710.320000 sec): 3 clusters
  Score: Raw -3816803.434302 + Penalty 3469.579990 = -3813333.854312
  nChanged 677
		SP:Iteration 19Q (96710.770000 sec): 3 clusters
  Score: Raw -3817032.241157 + Penalty 3469.579990 = -3813562.661167
  nChanged 680
		SP:Iteration 20F (96711.210000 sec): 3 clusters
  Score: Raw -3817266.233958 + Penalty 3469.579990 = -3813796.653968
  nChanged 705
		SP:Iteration 21Q (96711.660000 sec): 3 clusters
  Score: Raw -3817516.394387 + Penalty 3469.579990 = -3814046.814397
  nChanged 721
		SP:Iteration 22Q (96712.110000 sec): 3 clusters
  Score: Raw -3817761.463537 + Penalty 3469.579990 = -3814291.883547
  nChanged 723
		SP:Iteration 23Q (96712.520000 sec): 3 clusters
  Score: Raw -3818022.864701 + Penalty 3469.579990 = -3814553.284711
  nChanged 738
		SP:Iteration 24Q (96712.990000 sec): 3 clusters
  Score: Raw -3818302.239141 + Penalty 3469.579990 = -3814832.659150
  nChanged 754
		SP:Iteration 25Q (96713.400000 sec): 3 clusters
  Score: Raw -3818596.729052 + Penalty 3469.579990 = -3815127.149061
  nChanged 722
		SP:Iteration 26Q (96713.910000 sec): 3 clusters
  Score: Raw -3818877.932304 + Penalty 3469.579990 = -3815408.352313
  nChanged 720
		SP:Iteration 27Q (96714.330000 sec): 3 clusters
  Score: Raw -3819173.403126 + Penalty 3469.579990 = -3815703.823135
  nChanged 714
		SP:Iteration 28Q (96714.830000 sec): 3 clusters
  Score: Raw -3819484.678938 + Penalty 3469.579990 = -3816015.098948
  nChanged 689
		SP:Iteration 29Q (96715.340000 sec): 3 clusters
  Score: Raw -3819799.324296 + Penalty 3469.579990 = -3816329.744306
  nChanged 643
		SP:Iteration 30Q (96715.760000 sec): 3 clusters
  Score: Raw -3820098.980520 + Penalty 3469.579990 = -3816629.400530
  nChanged 627
		SP:Iteration 31Q (96716.170000 sec): 3 clusters
  Score: Raw -3820416.575952 + Penalty 3469.579990 = -3816946.995962
  nChanged 591
		SP:Iteration 32Q (96716.630000 sec): 3 clusters
  Score: Raw -3820749.706787 + Penalty 3469.579990 = -3817280.126797
  nChanged 590
		SP:Iteration 33Q (96717.100000 sec): 3 clusters
  Score: Raw -3821099.029069 + Penalty 3469.579990 = -3817629.449079
  nChanged 515
		SP:Iteration 34Q (96717.570000 sec): 3 clusters
  Score: Raw -3821395.890114 + Penalty 3469.579990 = -3817926.310123
  nChanged 441
		SP:Iteration 35Q (96718.040000 sec): 3 clusters
  Score: Raw -3821665.390905 + Penalty 3469.579990 = -3818195.810914
  nChanged 388
		SP:Iteration 36Q (96718.550000 sec): 3 clusters
  Score: Raw -3821885.435915 + Penalty 3469.579990 = -3818415.855924
  nChanged 301
		SP:Iteration 37Q (96718.970000 sec): 3 clusters
  Score: Raw -3822025.322566 + Penalty 3469.579990 = -3818555.742576
  nChanged 231
		SP:Iteration 38Q (96719.440000 sec): 3 clusters
  Score: Raw -3822122.476750 + Penalty 3469.579990 = -3818652.896760
  nChanged 184
		SP:Iteration 39Q (96719.940000 sec): 3 clusters
  Score: Raw -3822191.453938 + Penalty 3469.579990 = -3818721.873947
  nChanged 143
		SP:Iteration 40F (96720.350000 sec): 3 clusters
  Score: Raw -3822261.355244 + Penalty 3469.579990 = -3818791.775254
  nChanged 150
		SP:Iteration 41Q (96720.860000 sec): 3 clusters
  Score: Raw -3822319.654552 + Penalty 3469.579990 = -3818850.074562
  nChanged 130
		SP:Iteration 42Q (96721.330000 sec): 3 clusters
  Score: Raw -3822363.010676 + Penalty 3469.579990 = -3818893.430685
  nChanged 103
		SP:Iteration 43Q (96721.810000 sec): 3 clusters
  Score: Raw -3822391.476077 + Penalty 3469.579990 = -3818921.896087
  nChanged 82
		SP:Iteration 44Q (96722.290000 sec): 3 clusters
  Score: Raw -3822408.954051 + Penalty 3469.579990 = -3818939.374061
  nChanged 72
		SP:Iteration 45Q (96722.750000 sec): 3 clusters
  Score: Raw -3822424.902031 + Penalty 3469.579990 = -3818955.322040
  nChanged 60
		SP:Iteration 46Q (96723.170000 sec): 3 clusters
  Score: Raw -3822438.160149 + Penalty 3469.579990 = -3818968.580159
  nChanged 58
		SP:Iteration 47Q (96723.590000 sec): 3 clusters
  Score: Raw -3822450.831234 + Penalty 3469.579990 = -3818981.251244
  nChanged 46
		SP:Iteration 48Q (96724.050000 sec): 3 clusters
  Score: Raw -3822460.602457 + Penalty 3469.579990 = -3818991.022467
  nChanged 42
		SP:Iteration 49Q (96724.510000 sec): 3 clusters
  Score: Raw -3822468.979557 + Penalty 3469.579990 = -3818999.399567
  nChanged 40
		SP:Iteration 50Q (96724.950000 sec): 3 clusters
  Score: Raw -3822476.670423 + Penalty 3469.579990 = -3819007.090433
  nChanged 36
		SP:Iteration 51Q (96725.410000 sec): 3 clusters
  Score: Raw -3822483.190518 + Penalty 3469.579990 = -3819013.610527
  nChanged 36
		SP:Iteration 52Q (96725.870000 sec): 3 clusters
  Score: Raw -3822489.956558 + Penalty 3469.579990 = -3819020.376568
  nChanged 33
		SP:Iteration 53Q (96726.350000 sec): 3 clusters
  Score: Raw -3822495.584318 + Penalty 3469.579990 = -3819026.004327
  nChanged 26
		SP:Iteration 54Q (96726.830000 sec): 3 clusters
  Score: Raw -3822499.802030 + Penalty 3469.579990 = -3819030.222040
  nChanged 19
		SP:Iteration 55Q (96727.310000 sec): 3 clusters
  Score: Raw -3822502.155948 + Penalty 3469.579990 = -3819032.575958
  nChanged 18
		SP:Iteration 56Q (96727.790000 sec): 3 clusters
  Score: Raw -3822504.891453 + Penalty 3469.579990 = -3819035.311463
  nChanged 21
		SP:Iteration 57Q (96728.210000 sec): 3 clusters
  Score: Raw -3822507.747347 + Penalty 3469.579990 = -3819038.167357
  nChanged 17
		SP:Iteration 58Q (96728.640000 sec): 3 clusters
  Score: Raw -3822509.718551 + Penalty 3469.579990 = -3819040.138561
  nChanged 8
		SP:Iteration 59Q (96729.090000 sec): 3 clusters
  Score: Raw -3822510.521603 + Penalty 3469.579990 = -3819040.941613
  nChanged 6
		SP:Iteration 60F (96729.530000 sec): 3 clusters
  Score: Raw -3822511.119682 + Penalty 3469.579990 = -3819041.539692
  nChanged 6
		SP:Iteration 61Q (96730.010000 sec): 3 clusters
  Score: Raw -3822511.793462 + Penalty 3469.579990 = -3819042.213472
  nChanged 4
		SP:Iteration 62Q (96730.520000 sec): 3 clusters
  Score: Raw -3822512.215782 + Penalty 3469.579990 = -3819042.635792
  nChanged 5
		SP:Iteration 63Q (96730.960000 sec): 3 clusters
  Score: Raw -3822512.577249 + Penalty 3469.579990 = -3819042.997259
  nChanged 2
		SP:Iteration 64Q (96731.410000 sec): 3 clusters
  Score: Raw -3822512.735418 + Penalty 3469.579990 = -3819043.155427
  nChanged 2
		SP:Iteration 65Q (96731.870000 sec): 3 clusters
  Score: Raw -3822512.836301 + Penalty 3469.579990 = -3819043.256311
  nChanged 2
		SP:Iteration 66Q (96732.340000 sec): 3 clusters
  Score: Raw -3822512.936421 + Penalty 3469.579990 = -3819043.356431
  nChanged 2
		SP:Iteration 67Q (96732.800000 sec): 3 clusters
  Score: Raw -3822513.167658 + Penalty 3469.579990 = -3819043.587668
  nChanged 2
		SP:Iteration 68Q (96733.270000 sec): 3 clusters
  Score: Raw -3822513.364289 + Penalty 3469.579990 = -3819043.784299
  nChanged 4
		SP:Iteration 69Q (96733.780000 sec): 3 clusters
  Score: Raw -3822513.716637 + Penalty 3469.579990 = -3819044.136646
  nChanged 7
		SP:Iteration 70Q (96734.290000 sec): 3 clusters
  Score: Raw -3822514.759124 + Penalty 3469.579990 = -3819045.179133
  nChanged 8
		SP:Iteration 71Q (96734.780000 sec): 3 clusters
  Score: Raw -3822515.742599 + Penalty 3469.579990 = -3819046.162608
  nChanged 10
		SP:Iteration 72Q (96735.230000 sec): 3 clusters
  Score: Raw -3822516.783972 + Penalty 3469.579990 = -3819047.203982
  nChanged 9
		SP:Iteration 73Q (96735.710000 sec): 3 clusters
  Score: Raw -3822517.742467 + Penalty 3469.579990 = -3819048.162477
  nChanged 6
		SP:Iteration 74Q (96736.190000 sec): 3 clusters
  Score: Raw -3822518.388923 + Penalty 3469.579990 = -3819048.808933
  nChanged 3
		SP:Iteration 75Q (96736.600000 sec): 3 clusters
  Score: Raw -3822518.697001 + Penalty 3469.579990 = -3819049.117011
  nChanged 2
		SP:Iteration 76Q (96737.020000 sec): 3 clusters
  Score: Raw -3822518.816675 + Penalty 3469.579990 = -3819049.236685
  nChanged 0
		SP:Iteration 77F (96737.410000 sec): 3 clusters
  Score: Raw -3822518.816675 + Penalty 3469.579990 = -3819049.236685
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 16 (315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96737.460000 sec): 2 clusters
  Score: Raw -26248.493929 + Penalty 934.793054 = -25313.700875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96737.620000 sec): 3 clusters
  Score: Raw -26313.904466 + Penalty 1869.586108 = -24444.318358
  nChanged 68
		SP:Iteration 1F (96737.780000 sec): 3 clusters
  Score: Raw -26440.211763 + Penalty 1869.586108 = -24570.625655
  nChanged 11
		SP:Iteration 2Q (96737.940000 sec): 3 clusters
  Score: Raw -26452.567978 + Penalty 1869.586108 = -24582.981870
  nChanged 3
		SP:Iteration 3Q (96738.100000 sec): 3 clusters
  Score: Raw -26458.792351 + Penalty 1869.586108 = -24589.206243
  nChanged 1
		SP:Iteration 4Q (96738.260000 sec): 3 clusters
  Score: Raw -26460.671980 + Penalty 1869.586108 = -24591.085872
  nChanged 3
		SP:Iteration 5Q (96738.420000 sec): 3 clusters
  Score: Raw -26465.277442 + Penalty 1869.586108 = -24595.691335
  nChanged 2
		SP:Iteration 6Q (96738.590000 sec): 3 clusters
  Score: Raw -26469.078867 + Penalty 1869.586108 = -24599.492759
  nChanged 3
		SP:Iteration 7Q (96738.760000 sec): 3 clusters
  Score: Raw -26472.993512 + Penalty 1869.586108 = -24603.407405
  nChanged 1
		SP:Iteration 8Q (96738.940000 sec): 3 clusters
  Score: Raw -26474.142626 + Penalty 1869.586108 = -24604.556518
  nChanged 0
		SP:Iteration 9F (96739.120000 sec): 3 clusters
  Score: Raw -26474.142626 + Penalty 1869.586108 = -24604.556518
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 17 (9550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96739.260000 sec): 2 clusters
  Score: Raw -727631.862750 + Penalty 1489.198170 = -726142.664580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96739.450000 sec): 3 clusters
  Score: Raw -722330.472750 + Penalty 2978.396341 = -719352.076410
  nChanged 4037
		SP:Iteration 1F (96739.640000 sec): 3 clusters
  Score: Raw -724480.418404 + Penalty 2978.396341 = -721502.022064
  nChanged 586
		SP:Iteration 2F (96739.820000 sec): 3 clusters
  Score: Raw -724767.733711 + Penalty 2978.396341 = -721789.337370
  nChanged 520
		SP:Iteration 3F (96740.000000 sec): 3 clusters
  Score: Raw -725016.939881 + Penalty 2978.396341 = -722038.543540
  nChanged 445
		SP:Iteration 4Q (96740.190000 sec): 3 clusters
  Score: Raw -725260.133930 + Penalty 2978.396341 = -722281.737589
  nChanged 455
		SP:Iteration 5Q (96740.400000 sec): 3 clusters
  Score: Raw -725571.754251 + Penalty 2978.396341 = -722593.357910
  nChanged 474
		SP:Iteration 6Q (96740.600000 sec): 3 clusters
  Score: Raw -725957.650608 + Penalty 2978.396341 = -722979.254267
  nChanged 522
		SP:Iteration 7F (96740.800000 sec): 3 clusters
  Score: Raw -726330.355960 + Penalty 2978.396341 = -723351.959619
  nChanged 467
		SP:Iteration 8Q (96741.030000 sec): 3 clusters
  Score: Raw -726619.501496 + Penalty 2978.396341 = -723641.105155
  nChanged 419
		SP:Iteration 9Q (96741.250000 sec): 3 clusters
  Score: Raw -726806.193870 + Penalty 2978.396341 = -723827.797529
  nChanged 294
		SP:Iteration 10Q (96741.420000 sec): 3 clusters
  Score: Raw -726906.903490 + Penalty 2978.396341 = -723928.507149
  nChanged 200
		SP:Iteration 11Q (96741.690000 sec): 3 clusters
  Score: Raw -726960.177258 + Penalty 2978.396341 = -723981.780918
  nChanged 145
		SP:Iteration 12Q (96741.880000 sec): 3 clusters
  Score: Raw -726996.761537 + Penalty 2978.396341 = -724018.365196
  nChanged 118
		SP:Iteration 13Q (96742.050000 sec): 3 clusters
  Score: Raw -727022.497553 + Penalty 2978.396341 = -724044.101212
  nChanged 107
		SP:Iteration 14Q (96742.260000 sec): 3 clusters
  Score: Raw -727046.980057 + Penalty 2978.396341 = -724068.583716
  nChanged 95
		SP:Iteration 15Q (96742.440000 sec): 3 clusters
  Score: Raw -727064.607236 + Penalty 2978.396341 = -724086.210895
  nChanged 85
		SP:Iteration 16Q (96742.620000 sec): 3 clusters
  Score: Raw -727081.221893 + Penalty 2978.396341 = -724102.825552
  nChanged 70
		SP:Iteration 17Q (96742.810000 sec): 3 clusters
  Score: Raw -727094.455515 + Penalty 2978.396341 = -724116.059175
  nChanged 73
		SP:Iteration 18Q (96743.000000 sec): 3 clusters
  Score: Raw -727108.798765 + Penalty 2978.396341 = -724130.402424
  nChanged 67
		SP:Iteration 19Q (96743.180000 sec): 3 clusters
  Score: Raw -727122.481183 + Penalty 2978.396341 = -724144.084842
  nChanged 68
		SP:Iteration 20F (96743.360000 sec): 3 clusters
  Score: Raw -727138.749516 + Penalty 2978.396341 = -724160.353175
  nChanged 72
		SP:Iteration 21Q (96743.560000 sec): 3 clusters
  Score: Raw -727154.721921 + Penalty 2978.396341 = -724176.325580
  nChanged 72
		SP:Iteration 22Q (96743.780000 sec): 3 clusters
  Score: Raw -727171.750161 + Penalty 2978.396341 = -724193.353821
  nChanged 89
		SP:Iteration 23Q (96743.960000 sec): 3 clusters
  Score: Raw -727192.760147 + Penalty 2978.396341 = -724214.363806
  nChanged 104
		SP:Iteration 24Q (96744.190000 sec): 3 clusters
  Score: Raw -727218.489101 + Penalty 2978.396341 = -724240.092761
  nChanged 101
		SP:Iteration 25Q (96744.420000 sec): 3 clusters
  Score: Raw -727242.624310 + Penalty 2978.396341 = -724264.227969
  nChanged 101
		SP:Iteration 26Q (96744.600000 sec): 3 clusters
  Score: Raw -727270.861694 + Penalty 2978.396341 = -724292.465353
  nChanged 117
		SP:Iteration 27Q (96744.780000 sec): 3 clusters
  Score: Raw -727305.927856 + Penalty 2978.396341 = -724327.531515
  nChanged 113
		SP:Iteration 28Q (96744.960000 sec): 3 clusters
  Score: Raw -727343.077859 + Penalty 2978.396341 = -724364.681519
  nChanged 124
		SP:Iteration 29Q (96745.200000 sec): 3 clusters
  Score: Raw -727389.758934 + Penalty 2978.396341 = -724411.362593
  nChanged 158
		SP:Iteration 30Q (96745.330000 sec): 3 clusters
  Score: Raw -727454.300607 + Penalty 2978.396341 = -724475.904266
  nChanged 162
		SP:Iteration 31Q (96745.500000 sec): 3 clusters
  Score: Raw -727525.930624 + Penalty 2978.396341 = -724547.534283
  nChanged 174
		SP:Iteration 32Q (96745.730000 sec): 3 clusters
  Score: Raw -727615.731166 + Penalty 2978.396341 = -724637.334825
  nChanged 184
		SP:Iteration 33Q (96745.960000 sec): 3 clusters
  Score: Raw -727710.995536 + Penalty 2978.396341 = -724732.599195
  nChanged 180
		SP:Iteration 34Q (96746.140000 sec): 3 clusters
  Score: Raw -727816.934082 + Penalty 2978.396341 = -724838.537742
  nChanged 172
		SP:Iteration 35Q (96746.330000 sec): 3 clusters
  Score: Raw -727915.631820 + Penalty 2978.396341 = -724937.235480
  nChanged 162
		SP:Iteration 36Q (96746.510000 sec): 3 clusters
  Score: Raw -728023.714964 + Penalty 2978.396341 = -725045.318623
  nChanged 176
		SP:Iteration 37Q (96746.690000 sec): 3 clusters
  Score: Raw -728136.029347 + Penalty 2978.396341 = -725157.633006
  nChanged 154
		SP:Iteration 38Q (96746.900000 sec): 3 clusters
  Score: Raw -728220.605126 + Penalty 2978.396341 = -725242.208785
  nChanged 132
		SP:Iteration 39Q (96747.040000 sec): 3 clusters
  Score: Raw -728311.421602 + Penalty 2978.396341 = -725333.025261
  nChanged 125
		SP:Iteration 40F (96747.230000 sec): 3 clusters
  Score: Raw -728428.744292 + Penalty 2978.396341 = -725450.347951
  nChanged 131
		SP:Iteration 41Q (96747.410000 sec): 3 clusters
  Score: Raw -728536.342297 + Penalty 2978.396341 = -725557.945956
  nChanged 121
		SP:Iteration 42Q (96747.600000 sec): 3 clusters
  Score: Raw -728629.906334 + Penalty 2978.396341 = -725651.509993
  nChanged 99
		SP:Iteration 43Q (96747.810000 sec): 3 clusters
  Score: Raw -728691.984122 + Penalty 2978.396341 = -725713.587782
  nChanged 62
		SP:Iteration 44Q (96747.940000 sec): 3 clusters
  Score: Raw -728733.704099 + Penalty 2978.396341 = -725755.307758
  nChanged 54
		SP:Iteration 45Q (96748.160000 sec): 3 clusters
  Score: Raw -728767.198823 + Penalty 2978.396341 = -725788.802482
  nChanged 43
		SP:Iteration 46Q (96748.380000 sec): 3 clusters
  Score: Raw -728787.592994 + Penalty 2978.396341 = -725809.196653
  nChanged 34
		SP:Iteration 47Q (96748.620000 sec): 3 clusters
  Score: Raw -728801.312220 + Penalty 2978.396341 = -725822.915879
  nChanged 21
		SP:Iteration 48Q (96748.800000 sec): 3 clusters
  Score: Raw -728807.850606 + Penalty 2978.396341 = -725829.454265
  nChanged 16
		SP:Iteration 49Q (96748.980000 sec): 3 clusters
  Score: Raw -728812.183264 + Penalty 2978.396341 = -725833.786923
  nChanged 14
		SP:Iteration 50Q (96749.210000 sec): 3 clusters
  Score: Raw -728816.741409 + Penalty 2978.396341 = -725838.345069
  nChanged 10
		SP:Iteration 51Q (96749.350000 sec): 3 clusters
  Score: Raw -728820.237570 + Penalty 2978.396341 = -725841.841229
  nChanged 8
		SP:Iteration 52Q (96749.530000 sec): 3 clusters
  Score: Raw -728821.812687 + Penalty 2978.396341 = -725843.416346
  nChanged 5
		SP:Iteration 53Q (96749.760000 sec): 3 clusters
  Score: Raw -728823.247682 + Penalty 2978.396341 = -725844.851341
  nChanged 5
		SP:Iteration 54Q (96749.980000 sec): 3 clusters
  Score: Raw -728824.488200 + Penalty 2978.396341 = -725846.091859
  nChanged 4
		SP:Iteration 55Q (96750.210000 sec): 3 clusters
  Score: Raw -728825.641823 + Penalty 2978.396341 = -725847.245482
  nChanged 5
		SP:Iteration 56Q (96750.470000 sec): 3 clusters
  Score: Raw -728826.784500 + Penalty 2978.396341 = -725848.388159
  nChanged 5
		SP:Iteration 57Q (96750.660000 sec): 3 clusters
  Score: Raw -728828.348967 + Penalty 2978.396341 = -725849.952626
  nChanged 6
		SP:Iteration 58Q (96750.870000 sec): 3 clusters
  Score: Raw -728829.453980 + Penalty 2978.396341 = -725851.057639
  nChanged 5
		SP:Iteration 59Q (96751.080000 sec): 3 clusters
  Score: Raw -728830.991115 + Penalty 2978.396341 = -725852.594774
  nChanged 2
		SP:Iteration 60F (96751.310000 sec): 3 clusters
  Score: Raw -728832.081799 + Penalty 2978.396341 = -725853.685458
  nChanged 7
		SP:Iteration 61Q (96751.450000 sec): 3 clusters
  Score: Raw -728833.940393 + Penalty 2978.396341 = -725855.544052
  nChanged 4
		SP:Iteration 62Q (96751.670000 sec): 3 clusters
  Score: Raw -728835.298117 + Penalty 2978.396341 = -725856.901776
  nChanged 6
		SP:Iteration 63Q (96751.900000 sec): 3 clusters
  Score: Raw -728837.020099 + Penalty 2978.396341 = -725858.623758
  nChanged 4
		SP:Iteration 64Q (96752.070000 sec): 3 clusters
  Score: Raw -728837.815210 + Penalty 2978.396341 = -725859.418869
  nChanged 4
		SP:Iteration 65Q (96752.250000 sec): 3 clusters
  Score: Raw -728838.582177 + Penalty 2978.396341 = -725860.185836
  nChanged 4
		SP:Iteration 66Q (96752.460000 sec): 3 clusters
  Score: Raw -728839.721438 + Penalty 2978.396341 = -725861.325097
  nChanged 3
		SP:Iteration 67Q (96752.690000 sec): 3 clusters
  Score: Raw -728841.064812 + Penalty 2978.396341 = -725862.668471
  nChanged 4
		SP:Iteration 68Q (96752.880000 sec): 3 clusters
  Score: Raw -728842.841500 + Penalty 2978.396341 = -725864.445159
  nChanged 3
		SP:Iteration 69Q (96753.100000 sec): 3 clusters
  Score: Raw -728843.533868 + Penalty 2978.396341 = -725865.137527
  nChanged 2
		SP:Iteration 70Q (96753.290000 sec): 3 clusters
  Score: Raw -728843.854273 + Penalty 2978.396341 = -725865.457932
  nChanged 2
		SP:Iteration 71Q (96753.440000 sec): 3 clusters
  Score: Raw -728844.281651 + Penalty 2978.396341 = -725865.885310
  nChanged 1
		SP:Iteration 72Q (96753.620000 sec): 3 clusters
  Score: Raw -728844.519236 + Penalty 2978.396341 = -725866.122895
  nChanged 1
		SP:Iteration 73Q (96753.800000 sec): 3 clusters
  Score: Raw -728844.841594 + Penalty 2978.396341 = -725866.445253
  nChanged 1
		SP:Iteration 74Q (96753.990000 sec): 3 clusters
  Score: Raw -728845.703140 + Penalty 2978.396341 = -725867.306799
  nChanged 2
		SP:Iteration 75Q (96754.170000 sec): 3 clusters
  Score: Raw -728846.263001 + Penalty 2978.396341 = -725867.866660
  nChanged 4
		SP:Iteration 76Q (96754.360000 sec): 3 clusters
  Score: Raw -728847.301694 + Penalty 2978.396341 = -725868.905353
  nChanged 3
		SP:Iteration 77Q (96754.540000 sec): 3 clusters
  Score: Raw -728848.483320 + Penalty 2978.396341 = -725870.086979
  nChanged 6
		SP:Iteration 78Q (96754.720000 sec): 3 clusters
  Score: Raw -728851.056245 + Penalty 2978.396341 = -725872.659904
  nChanged 5
		SP:Iteration 79Q (96754.900000 sec): 3 clusters
  Score: Raw -728852.721378 + Penalty 2978.396341 = -725874.325038
  nChanged 4
		SP:Iteration 80F (96755.120000 sec): 3 clusters
  Score: Raw -728853.730506 + Penalty 2978.396341 = -725875.334165
  nChanged 4
		SP:Iteration 81Q (96755.250000 sec): 3 clusters
  Score: Raw -728854.598432 + Penalty 2978.396341 = -725876.202091
  nChanged 2
		SP:Iteration 82Q (96755.420000 sec): 3 clusters
  Score: Raw -728855.459598 + Penalty 2978.396341 = -725877.063257
  nChanged 4
		SP:Iteration 83Q (96755.600000 sec): 3 clusters
  Score: Raw -728856.205770 + Penalty 2978.396341 = -725877.809429
  nChanged 2
		SP:Iteration 84Q (96755.800000 sec): 3 clusters
  Score: Raw -728856.667731 + Penalty 2978.396341 = -725878.271390
  nChanged 1
		SP:Iteration 85Q (96756.010000 sec): 3 clusters
  Score: Raw -728856.807380 + Penalty 2978.396341 = -725878.411039
  nChanged 0
		SP:Iteration 86F (96756.220000 sec): 3 clusters
  Score: Raw -728856.807380 + Penalty 2978.396341 = -725878.411039
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 18 (507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96756.290000 sec): 2 clusters
  Score: Raw -44063.506816 + Penalty 1012.133038 = -43051.373778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96756.470000 sec): 3 clusters
  Score: Raw -43987.360440 + Penalty 2024.266076 = -41963.094364
  nChanged 109
		SP:Iteration 1F (96756.650000 sec): 3 clusters
  Score: Raw -44125.800290 + Penalty 2024.266076 = -42101.534214
  nChanged 33
		SP:Iteration 2F (96756.820000 sec): 3 clusters
  Score: Raw -44176.466514 + Penalty 2024.266076 = -42152.200438
  nChanged 15
		SP:Iteration 3Q (96757.000000 sec): 3 clusters
  Score: Raw -44199.763323 + Penalty 2024.266076 = -42175.497247
  nChanged 7
		SP:Iteration 4Q (96757.170000 sec): 3 clusters
  Score: Raw -44205.728847 + Penalty 2024.266076 = -42181.462770
  nChanged 6
		SP:Iteration 5Q (96757.350000 sec): 3 clusters
  Score: Raw -44216.032325 + Penalty 2024.266076 = -42191.766249
  nChanged 4
		SP:Iteration 6Q (96757.530000 sec): 3 clusters
  Score: Raw -44224.465654 + Penalty 2024.266076 = -42200.199577
  nChanged 2
		SP:Iteration 7Q (96757.700000 sec): 3 clusters
  Score: Raw -44226.149864 + Penalty 2024.266076 = -42201.883788
  nChanged 3
		SP:Iteration 8Q (96757.880000 sec): 3 clusters
  Score: Raw -44228.820433 + Penalty 2024.266076 = -42204.554356
  nChanged 0
		SP:Iteration 9F (96758.050000 sec): 3 clusters
  Score: Raw -44228.820433 + Penalty 2024.266076 = -42204.554356
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 19 (171577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96758.990000 sec): 2 clusters
  Score: Raw -14816962.128865 + Penalty 1958.577956 = -14815003.550909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96760.260000 sec): 3 clusters
  Score: Raw -14703797.155469 + Penalty 3917.155913 = -14699879.999556
  nChanged 82901
		SP:Iteration 1F (96761.510000 sec): 3 clusters
  Score: Raw -14753080.596093 + Penalty 3917.155913 = -14749163.440181
  nChanged 4931
		SP:Iteration 2Q (96762.960000 sec): 3 clusters
  Score: Raw -14754119.973734 + Penalty 3917.155913 = -14750202.817821
  nChanged 5061
		SP:Iteration 3Q (96764.470000 sec): 3 clusters
  Score: Raw -14755321.314749 + Penalty 3917.155913 = -14751404.158836
  nChanged 5562
		SP:Iteration 4Q (96765.880000 sec): 3 clusters
  Score: Raw -14756827.705701 + Penalty 3917.155913 = -14752910.549788
  nChanged 6316
		SP:Iteration 5Q (96767.310000 sec): 3 clusters
  Score: Raw -14758901.997472 + Penalty 3917.155913 = -14754984.841560
  nChanged 7367
		SP:Iteration 6Q (96768.680000 sec): 3 clusters
  Score: Raw -14761929.406611 + Penalty 3917.155913 = -14758012.250699
  nChanged 8783
		SP:Iteration 7F (96769.870000 sec): 3 clusters
  Score: Raw -14766521.796185 + Penalty 3917.155913 = -14762604.640272
  nChanged 10326
		SP:Iteration 8F (96771.110000 sec): 3 clusters
  Score: Raw -14773123.127551 + Penalty 3917.155913 = -14769205.971638
  nChanged 11195
		SP:Iteration 9F (96772.330000 sec): 3 clusters
  Score: Raw -14781488.983185 + Penalty 3917.155913 = -14777571.827272
  nChanged 10592
		SP:Iteration 10F (96773.560000 sec): 3 clusters
  Score: Raw -14790032.962959 + Penalty 3917.155913 = -14786115.807046
  nChanged 8811
		SP:Iteration 11F (96774.800000 sec): 3 clusters
  Score: Raw -14797176.997241 + Penalty 3917.155913 = -14793259.841328
  nChanged 6725
		SP:Iteration 12Q (96776.110000 sec): 3 clusters
  Score: Raw -14802402.861696 + Penalty 3917.155913 = -14798485.705783
  nChanged 5305
		SP:Iteration 13Q (96777.410000 sec): 3 clusters
  Score: Raw -14806437.010733 + Penalty 3917.155913 = -14802519.854820
  nChanged 4234
		SP:Iteration 14Q (96778.710000 sec): 3 clusters
  Score: Raw -14809690.436649 + Penalty 3917.155913 = -14805773.280736
  nChanged 3392
		SP:Iteration 15Q (96780.060000 sec): 3 clusters
  Score: Raw -14812354.898287 + Penalty 3917.155913 = -14808437.742374
  nChanged 2484
		SP:Iteration 16Q (96781.290000 sec): 3 clusters
  Score: Raw -14814288.849754 + Penalty 3917.155913 = -14810371.693841
  nChanged 1669
		SP:Iteration 17Q (96782.620000 sec): 3 clusters
  Score: Raw -14815575.187251 + Penalty 3917.155913 = -14811658.031338
  nChanged 1000
		SP:Iteration 18Q (96783.890000 sec): 3 clusters
  Score: Raw -14816359.250138 + Penalty 3917.155913 = -14812442.094225
  nChanged 481
		SP:Iteration 19Q (96785.200000 sec): 3 clusters
  Score: Raw -14816739.397399 + Penalty 3917.155913 = -14812822.241486
  nChanged 222
		SP:Iteration 20F (96786.410000 sec): 3 clusters
  Score: Raw -14816913.947320 + Penalty 3917.155913 = -14812996.791407
  nChanged 103
		SP:Iteration 21Q (96787.780000 sec): 3 clusters
  Score: Raw -14817009.934220 + Penalty 3917.155913 = -14813092.778307
  nChanged 61
		SP:Iteration 22Q (96789.130000 sec): 3 clusters
  Score: Raw -14817071.533385 + Penalty 3917.155913 = -14813154.377472
  nChanged 37
		SP:Iteration 23Q (96790.440000 sec): 3 clusters
  Score: Raw -14817104.515712 + Penalty 3917.155913 = -14813187.359799
  nChanged 15
		SP:Iteration 24Q (96791.720000 sec): 3 clusters
  Score: Raw -14817119.804523 + Penalty 3917.155913 = -14813202.648610
  nChanged 10
		SP:Iteration 25Q (96792.930000 sec): 3 clusters
  Score: Raw -14817128.771343 + Penalty 3917.155913 = -14813211.615430
  nChanged 12
		SP:Iteration 26Q (96794.240000 sec): 3 clusters
  Score: Raw -14817141.641856 + Penalty 3917.155913 = -14813224.485943
  nChanged 8
		SP:Iteration 27Q (96795.580000 sec): 3 clusters
  Score: Raw -14817150.349003 + Penalty 3917.155913 = -14813233.193090
  nChanged 7
		SP:Iteration 28Q (96796.920000 sec): 3 clusters
  Score: Raw -14817154.085975 + Penalty 3917.155913 = -14813236.930062
  nChanged 4
		SP:Iteration 29Q (96798.260000 sec): 3 clusters
  Score: Raw -14817157.589156 + Penalty 3917.155913 = -14813240.433244
  nChanged 3
		SP:Iteration 30Q (96799.540000 sec): 3 clusters
  Score: Raw -14817161.039884 + Penalty 3917.155913 = -14813243.883971
  nChanged 5
		SP:Iteration 31Q (96800.830000 sec): 3 clusters
  Score: Raw -14817164.992191 + Penalty 3917.155913 = -14813247.836278
  nChanged 1
		SP:Iteration 32Q (96802.120000 sec): 3 clusters
  Score: Raw -14817165.951923 + Penalty 3917.155913 = -14813248.796010
  nChanged 2
		SP:Iteration 33Q (96803.360000 sec): 3 clusters
  Score: Raw -14817167.170279 + Penalty 3917.155913 = -14813250.014366
  nChanged 0
		SP:Iteration 34F (96804.690000 sec): 3 clusters
  Score: Raw -14817167.170279 + Penalty 3917.155913 = -14813250.014366
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 20 (472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96804.790000 sec): 2 clusters
  Score: Raw -39501.348692 + Penalty 1000.509085 = -38500.839607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96804.970000 sec): 3 clusters
  Score: Raw -39462.442674 + Penalty 2001.018170 = -37461.424503
  nChanged 93
		SP:Iteration 1F (96805.140000 sec): 3 clusters
  Score: Raw -39593.493606 + Penalty 2001.018170 = -37592.475436
  nChanged 24
		SP:Iteration 2F (96805.320000 sec): 3 clusters
  Score: Raw -39640.288040 + Penalty 2001.018170 = -37639.269870
  nChanged 11
		SP:Iteration 3Q (96805.480000 sec): 3 clusters
  Score: Raw -39672.854670 + Penalty 2001.018170 = -37671.836499
  nChanged 6
		SP:Iteration 4Q (96805.660000 sec): 3 clusters
  Score: Raw -39682.134982 + Penalty 2001.018170 = -37681.116812
  nChanged 4
		SP:Iteration 5Q (96805.840000 sec): 3 clusters
  Score: Raw -39690.033047 + Penalty 2001.018170 = -37689.014876
  nChanged 1
		SP:Iteration 6Q (96806.010000 sec): 3 clusters
  Score: Raw -39690.774571 + Penalty 2001.018170 = -37689.756400
  nChanged 0
		SP:Iteration 7F (96806.180000 sec): 3 clusters
  Score: Raw -39690.774571 + Penalty 2001.018170 = -37689.756400
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 21 (2674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96806.280000 sec): 2 clusters
  Score: Raw -190641.943949 + Penalty 1282.341248 = -189359.602700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96806.460000 sec): 3 clusters
  Score: Raw -189410.475534 + Penalty 2564.682496 = -186845.793038
  nChanged 1012
		SP:Iteration 1F (96806.630000 sec): 3 clusters
  Score: Raw -190224.585260 + Penalty 2564.682496 = -187659.902764
  nChanged 250
		SP:Iteration 2F (96806.800000 sec): 3 clusters
  Score: Raw -190454.672891 + Penalty 2564.682496 = -187889.990395
  nChanged 161
		SP:Iteration 3F (96806.980000 sec): 3 clusters
  Score: Raw -190585.953189 + Penalty 2564.682496 = -188021.270693
  nChanged 117
		SP:Iteration 4Q (96807.160000 sec): 3 clusters
  Score: Raw -190681.923494 + Penalty 2564.682496 = -188117.240998
  nChanged 109
		SP:Iteration 5Q (96807.330000 sec): 3 clusters
  Score: Raw -190787.826047 + Penalty 2564.682496 = -188223.143551
  nChanged 105
		SP:Iteration 6Q (96807.500000 sec): 3 clusters
  Score: Raw -190870.038073 + Penalty 2564.682496 = -188305.355577
  nChanged 89
		SP:Iteration 7Q (96807.680000 sec): 3 clusters
  Score: Raw -190940.621460 + Penalty 2564.682496 = -188375.938964
  nChanged 65
		SP:Iteration 8Q (96807.850000 sec): 3 clusters
  Score: Raw -190997.561197 + Penalty 2564.682496 = -188432.878701
  nChanged 75
		SP:Iteration 9Q (96808.030000 sec): 3 clusters
  Score: Raw -191045.899317 + Penalty 2564.682496 = -188481.216820
  nChanged 53
		SP:Iteration 10Q (96808.200000 sec): 3 clusters
  Score: Raw -191073.777982 + Penalty 2564.682496 = -188509.095485
  nChanged 35
		SP:Iteration 11Q (96808.380000 sec): 3 clusters
  Score: Raw -191097.256718 + Penalty 2564.682496 = -188532.574222
  nChanged 35
		SP:Iteration 12Q (96808.550000 sec): 3 clusters
  Score: Raw -191120.094057 + Penalty 2564.682496 = -188555.411561
  nChanged 29
		SP:Iteration 13Q (96808.720000 sec): 3 clusters
  Score: Raw -191134.310211 + Penalty 2564.682496 = -188569.627714
  nChanged 25
		SP:Iteration 14Q (96808.940000 sec): 3 clusters
  Score: Raw -191148.015835 + Penalty 2564.682496 = -188583.333339
  nChanged 23
		SP:Iteration 15Q (96809.100000 sec): 3 clusters
  Score: Raw -191163.547964 + Penalty 2564.682496 = -188598.865468
  nChanged 15
		SP:Iteration 16Q (96809.260000 sec): 3 clusters
  Score: Raw -191170.010495 + Penalty 2564.682496 = -188605.327999
  nChanged 18
		SP:Iteration 17Q (96809.410000 sec): 3 clusters
  Score: Raw -191182.156729 + Penalty 2564.682496 = -188617.474233
  nChanged 24
		SP:Iteration 18Q (96809.560000 sec): 3 clusters
  Score: Raw -191194.550496 + Penalty 2564.682496 = -188629.868000
  nChanged 19
		SP:Iteration 19Q (96809.680000 sec): 3 clusters
  Score: Raw -191203.257736 + Penalty 2564.682496 = -188638.575240
  nChanged 19
		SP:Iteration 20F (96809.860000 sec): 3 clusters
  Score: Raw -191220.555288 + Penalty 2564.682496 = -188655.872792
  nChanged 30
		SP:Iteration 21Q (96810.040000 sec): 3 clusters
  Score: Raw -191246.174431 + Penalty 2564.682496 = -188681.491935
  nChanged 28
		SP:Iteration 22Q (96810.230000 sec): 3 clusters
  Score: Raw -191282.192162 + Penalty 2564.682496 = -188717.509666
  nChanged 30
		SP:Iteration 23Q (96810.390000 sec): 3 clusters
  Score: Raw -191293.859932 + Penalty 2564.682496 = -188729.177436
  nChanged 18
		SP:Iteration 24Q (96810.560000 sec): 3 clusters
  Score: Raw -191300.909963 + Penalty 2564.682496 = -188736.227467
  nChanged 14
		SP:Iteration 25Q (96810.740000 sec): 3 clusters
  Score: Raw -191308.793609 + Penalty 2564.682496 = -188744.111113
  nChanged 9
		SP:Iteration 26Q (96810.920000 sec): 3 clusters
  Score: Raw -191312.864125 + Penalty 2564.682496 = -188748.181629
  nChanged 6
		SP:Iteration 27Q (96811.090000 sec): 3 clusters
  Score: Raw -191314.859788 + Penalty 2564.682496 = -188750.177292
  nChanged 3
		SP:Iteration 28Q (96811.270000 sec): 3 clusters
  Score: Raw -191316.377164 + Penalty 2564.682496 = -188751.694668
  nChanged 2
		SP:Iteration 29Q (96811.440000 sec): 3 clusters
  Score: Raw -191316.711041 + Penalty 2564.682496 = -188752.028544
  nChanged 1
		SP:Iteration 30Q (96811.610000 sec): 3 clusters
  Score: Raw -191317.049535 + Penalty 2564.682496 = -188752.367039
  nChanged 2
		SP:Iteration 31Q (96811.800000 sec): 3 clusters
  Score: Raw -191317.515201 + Penalty 2564.682496 = -188752.832705
  nChanged 0
		SP:Iteration 32F (96811.970000 sec): 3 clusters
  Score: Raw -191317.515201 + Penalty 2564.682496 = -188752.832705
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 22 (4596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96812.090000 sec): 2 clusters
  Score: Raw -370449.943403 + Penalty 1370.353016 = -369079.590387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96812.310000 sec): 3 clusters
  Score: Raw -368117.193632 + Penalty 2740.706033 = -365376.487599
  nChanged 1808
		SP:Iteration 1F (96812.440000 sec): 3 clusters
  Score: Raw -369087.966420 + Penalty 2740.706033 = -366347.260387
  nChanged 350
		SP:Iteration 2F (96812.640000 sec): 3 clusters
  Score: Raw -369295.146269 + Penalty 2740.706033 = -366554.440236
  nChanged 259
		SP:Iteration 3F (96812.780000 sec): 3 clusters
  Score: Raw -369418.999246 + Penalty 2740.706033 = -366678.293214
  nChanged 170
		SP:Iteration 4Q (96812.940000 sec): 3 clusters
  Score: Raw -369501.311795 + Penalty 2740.706033 = -366760.605763
  nChanged 139
		SP:Iteration 5Q (96813.120000 sec): 3 clusters
  Score: Raw -369566.573203 + Penalty 2740.706033 = -366825.867170
  nChanged 127
		SP:Iteration 6Q (96813.270000 sec): 3 clusters
  Score: Raw -369618.791591 + Penalty 2740.706033 = -366878.085558
  nChanged 108
		SP:Iteration 7Q (96813.450000 sec): 3 clusters
  Score: Raw -369664.804528 + Penalty 2740.706033 = -366924.098495
  nChanged 85
		SP:Iteration 8Q (96813.630000 sec): 3 clusters
  Score: Raw -369702.968171 + Penalty 2740.706033 = -366962.262139
  nChanged 91
		SP:Iteration 9Q (96813.800000 sec): 3 clusters
  Score: Raw -369733.349884 + Penalty 2740.706033 = -366992.643851
  nChanged 79
		SP:Iteration 10Q (96814.010000 sec): 3 clusters
  Score: Raw -369761.142862 + Penalty 2740.706033 = -367020.436829
  nChanged 73
		SP:Iteration 11Q (96814.130000 sec): 3 clusters
  Score: Raw -369781.174012 + Penalty 2740.706033 = -367040.467979
  nChanged 48
		SP:Iteration 12Q (96814.290000 sec): 3 clusters
  Score: Raw -369797.436004 + Penalty 2740.706033 = -367056.729971
  nChanged 60
		SP:Iteration 13Q (96814.450000 sec): 3 clusters
  Score: Raw -369820.978828 + Penalty 2740.706033 = -367080.272796
  nChanged 61
		SP:Iteration 14Q (96814.610000 sec): 3 clusters
  Score: Raw -369843.093199 + Penalty 2740.706033 = -367102.387166
  nChanged 61
		SP:Iteration 15Q (96814.770000 sec): 3 clusters
  Score: Raw -369861.781547 + Penalty 2740.706033 = -367121.075515
  nChanged 54
		SP:Iteration 16Q (96814.950000 sec): 3 clusters
  Score: Raw -369878.593604 + Penalty 2740.706033 = -367137.887571
  nChanged 67
		SP:Iteration 17Q (96815.120000 sec): 3 clusters
  Score: Raw -369903.946063 + Penalty 2740.706033 = -367163.240030
  nChanged 75
		SP:Iteration 18Q (96815.300000 sec): 3 clusters
  Score: Raw -369941.161693 + Penalty 2740.706033 = -367200.455660
  nChanged 90
		SP:Iteration 19Q (96815.470000 sec): 3 clusters
  Score: Raw -369983.934592 + Penalty 2740.706033 = -367243.228559
  nChanged 88
		SP:Iteration 20F (96815.650000 sec): 3 clusters
  Score: Raw -370024.943884 + Penalty 2740.706033 = -367284.237851
  nChanged 85
		SP:Iteration 21Q (96815.820000 sec): 3 clusters
  Score: Raw -370063.737423 + Penalty 2740.706033 = -367323.031390
  nChanged 97
		SP:Iteration 22Q (96816.000000 sec): 3 clusters
  Score: Raw -370112.083448 + Penalty 2740.706033 = -367371.377415
  nChanged 84
		SP:Iteration 23Q (96816.170000 sec): 3 clusters
  Score: Raw -370154.948366 + Penalty 2740.706033 = -367414.242334
  nChanged 78
		SP:Iteration 24Q (96816.350000 sec): 3 clusters
  Score: Raw -370191.554090 + Penalty 2740.706033 = -367450.848057
  nChanged 84
		SP:Iteration 25Q (96816.530000 sec): 3 clusters
  Score: Raw -370230.303713 + Penalty 2740.706033 = -367489.597680
  nChanged 76
		SP:Iteration 26Q (96816.700000 sec): 3 clusters
  Score: Raw -370268.001555 + Penalty 2740.706033 = -367527.295522
  nChanged 61
		SP:Iteration 27Q (96816.880000 sec): 3 clusters
  Score: Raw -370300.049943 + Penalty 2740.706033 = -367559.343910
  nChanged 70
		SP:Iteration 28Q (96817.050000 sec): 3 clusters
  Score: Raw -370344.730544 + Penalty 2740.706033 = -367604.024512
  nChanged 78
		SP:Iteration 29Q (96817.230000 sec): 3 clusters
  Score: Raw -370395.551785 + Penalty 2740.706033 = -367654.845752
  nChanged 66
		SP:Iteration 30Q (96817.410000 sec): 3 clusters
  Score: Raw -370443.972774 + Penalty 2740.706033 = -367703.266742
  nChanged 62
		SP:Iteration 31Q (96817.580000 sec): 3 clusters
  Score: Raw -370484.919976 + Penalty 2740.706033 = -367744.213943
  nChanged 51
		SP:Iteration 32Q (96817.750000 sec): 3 clusters
  Score: Raw -370524.436334 + Penalty 2740.706033 = -367783.730301
  nChanged 42
		SP:Iteration 33Q (96817.930000 sec): 3 clusters
  Score: Raw -370563.059740 + Penalty 2740.706033 = -367822.353707
  nChanged 44
		SP:Iteration 34Q (96818.110000 sec): 3 clusters
  Score: Raw -370592.441316 + Penalty 2740.706033 = -367851.735283
  nChanged 24
		SP:Iteration 35Q (96818.280000 sec): 3 clusters
  Score: Raw -370608.357836 + Penalty 2740.706033 = -367867.651803
  nChanged 27
		SP:Iteration 36Q (96818.540000 sec): 3 clusters
  Score: Raw -370630.063588 + Penalty 2740.706033 = -367889.357555
  nChanged 23
		SP:Iteration 37Q (96818.720000 sec): 3 clusters
  Score: Raw -370646.507732 + Penalty 2740.706033 = -367905.801700
  nChanged 27
		SP:Iteration 38Q (96818.890000 sec): 3 clusters
  Score: Raw -370662.848132 + Penalty 2740.706033 = -367922.142100
  nChanged 26
		SP:Iteration 39Q (96819.050000 sec): 3 clusters
  Score: Raw -370676.878262 + Penalty 2740.706033 = -367936.172229
  nChanged 19
		SP:Iteration 40F (96819.210000 sec): 3 clusters
  Score: Raw -370684.972242 + Penalty 2740.706033 = -367944.266209
  nChanged 12
		SP:Iteration 41Q (96819.370000 sec): 3 clusters
  Score: Raw -370690.227011 + Penalty 2740.706033 = -367949.520979
  nChanged 10
		SP:Iteration 42Q (96819.540000 sec): 3 clusters
  Score: Raw -370698.118364 + Penalty 2740.706033 = -367957.412332
  nChanged 13
		SP:Iteration 43Q (96819.710000 sec): 3 clusters
  Score: Raw -370704.472948 + Penalty 2740.706033 = -367963.766915
  nChanged 9
		SP:Iteration 44Q (96819.890000 sec): 3 clusters
  Score: Raw -370709.233286 + Penalty 2740.706033 = -367968.527253
  nChanged 8
		SP:Iteration 45Q (96820.070000 sec): 3 clusters
  Score: Raw -370714.617982 + Penalty 2740.706033 = -367973.911950
  nChanged 10
		SP:Iteration 46Q (96820.240000 sec): 3 clusters
  Score: Raw -370721.381869 + Penalty 2740.706033 = -367980.675837
  nChanged 11
		SP:Iteration 47Q (96820.410000 sec): 3 clusters
  Score: Raw -370728.408832 + Penalty 2740.706033 = -367987.702799
  nChanged 11
		SP:Iteration 48Q (96820.590000 sec): 3 clusters
  Score: Raw -370732.791513 + Penalty 2740.706033 = -367992.085480
  nChanged 7
		SP:Iteration 49Q (96820.790000 sec): 3 clusters
  Score: Raw -370737.110331 + Penalty 2740.706033 = -367996.404298
  nChanged 1
		SP:Iteration 50Q (96820.960000 sec): 3 clusters
  Score: Raw -370737.435210 + Penalty 2740.706033 = -367996.729177
  nChanged 2
		SP:Iteration 51Q (96821.140000 sec): 3 clusters
  Score: Raw -370738.321817 + Penalty 2740.706033 = -367997.615784
  nChanged 1
		SP:Iteration 52Q (96821.310000 sec): 3 clusters
  Score: Raw -370739.110068 + Penalty 2740.706033 = -367998.404035
  nChanged 1
		SP:Iteration 53Q (96821.490000 sec): 3 clusters
  Score: Raw -370739.554874 + Penalty 2740.706033 = -367998.848842
  nChanged 0
		SP:Iteration 54F (96821.670000 sec): 3 clusters
  Score: Raw -370739.554874 + Penalty 2740.706033 = -367998.848842
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 23 (6053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96821.770000 sec): 2 clusters
  Score: Raw -501795.485104 + Penalty 1415.100261 = -500380.384843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96821.980000 sec): 3 clusters
  Score: Raw -498559.165135 + Penalty 2830.200521 = -495728.964614
  nChanged 2523
		SP:Iteration 1F (96822.190000 sec): 3 clusters
  Score: Raw -499928.130468 + Penalty 2830.200521 = -497097.929947
  nChanged 382
		SP:Iteration 2F (96822.380000 sec): 3 clusters
  Score: Raw -500116.297000 + Penalty 2830.200521 = -497286.096479
  nChanged 312
		SP:Iteration 3F (96822.560000 sec): 3 clusters
  Score: Raw -500276.766038 + Penalty 2830.200521 = -497446.565517
  nChanged 283
		SP:Iteration 4Q (96822.750000 sec): 3 clusters
  Score: Raw -500399.321387 + Penalty 2830.200521 = -497569.120866
  nChanged 245
		SP:Iteration 5Q (96822.920000 sec): 3 clusters
  Score: Raw -500511.901752 + Penalty 2830.200521 = -497681.701231
  nChanged 221
		SP:Iteration 6Q (96823.140000 sec): 3 clusters
  Score: Raw -500610.202547 + Penalty 2830.200521 = -497780.002026
  nChanged 216
		SP:Iteration 7Q (96823.290000 sec): 3 clusters
  Score: Raw -500716.452187 + Penalty 2830.200521 = -497886.251665
  nChanged 227
		SP:Iteration 8Q (96823.500000 sec): 3 clusters
  Score: Raw -500854.995282 + Penalty 2830.200521 = -498024.794761
  nChanged 248
		SP:Iteration 9Q (96823.700000 sec): 3 clusters
  Score: Raw -501017.288944 + Penalty 2830.200521 = -498187.088423
  nChanged 254
		SP:Iteration 10Q (96823.890000 sec): 3 clusters
  Score: Raw -501207.222881 + Penalty 2830.200521 = -498377.022360
  nChanged 241
		SP:Iteration 11Q (96824.090000 sec): 3 clusters
  Score: Raw -501401.269471 + Penalty 2830.200521 = -498571.068950
  nChanged 209
		SP:Iteration 12Q (96824.290000 sec): 3 clusters
  Score: Raw -501569.910834 + Penalty 2830.200521 = -498739.710313
  nChanged 178
		SP:Iteration 13Q (96824.410000 sec): 3 clusters
  Score: Raw -501724.136931 + Penalty 2830.200521 = -498893.936409
  nChanged 135
		SP:Iteration 14Q (96824.620000 sec): 3 clusters
  Score: Raw -501835.601516 + Penalty 2830.200521 = -499005.400994
  nChanged 105
		SP:Iteration 15Q (96824.790000 sec): 3 clusters
  Score: Raw -501932.887045 + Penalty 2830.200521 = -499102.686523
  nChanged 90
		SP:Iteration 16Q (96824.960000 sec): 3 clusters
  Score: Raw -502019.157613 + Penalty 2830.200521 = -499188.957092
  nChanged 57
		SP:Iteration 17Q (96825.150000 sec): 3 clusters
  Score: Raw -502068.414791 + Penalty 2830.200521 = -499238.214270
  nChanged 34
		SP:Iteration 18Q (96825.300000 sec): 3 clusters
  Score: Raw -502094.215019 + Penalty 2830.200521 = -499264.014498
  nChanged 20
		SP:Iteration 19Q (96825.460000 sec): 3 clusters
  Score: Raw -502107.702832 + Penalty 2830.200521 = -499277.502311
  nChanged 14
		SP:Iteration 20F (96825.620000 sec): 3 clusters
  Score: Raw -502116.064615 + Penalty 2830.200521 = -499285.864093
  nChanged 9
		SP:Iteration 21Q (96825.850000 sec): 3 clusters
  Score: Raw -502122.910061 + Penalty 2830.200521 = -499292.709540
  nChanged 8
		SP:Iteration 22Q (96826.030000 sec): 3 clusters
  Score: Raw -502127.762250 + Penalty 2830.200521 = -499297.561728
  nChanged 2
		SP:Iteration 23Q (96826.200000 sec): 3 clusters
  Score: Raw -502128.407802 + Penalty 2830.200521 = -499298.207281
  nChanged 0
		SP:Iteration 24F (96826.390000 sec): 3 clusters
  Score: Raw -502128.407802 + Penalty 2830.200521 = -499298.207281
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 24 (77549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96826.860000 sec): 2 clusters
  Score: Raw -6773732.890248 + Penalty 1829.533107 = -6771903.357141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96827.490000 sec): 3 clusters
  Score: Raw -6723523.315004 + Penalty 3659.066214 = -6719864.248790
  nChanged 36857
		SP:Iteration 1F (96828.050000 sec): 3 clusters
  Score: Raw -6745862.449255 + Penalty 3659.066214 = -6742203.383041
  nChanged 4193
		SP:Iteration 2F (96828.690000 sec): 3 clusters
  Score: Raw -6747913.691425 + Penalty 3659.066214 = -6744254.625212
  nChanged 5337
		SP:Iteration 3F (96829.380000 sec): 3 clusters
  Score: Raw -6751189.378041 + Penalty 3659.066214 = -6747530.311827
  nChanged 6151
		SP:Iteration 4F (96830.050000 sec): 3 clusters
  Score: Raw -6755702.488954 + Penalty 3659.066214 = -6752043.422740
  nChanged 6346
		SP:Iteration 5F (96830.690000 sec): 3 clusters
  Score: Raw -6760654.108893 + Penalty 3659.066214 = -6756995.042679
  nChanged 5322
		SP:Iteration 6F (96831.330000 sec): 3 clusters
  Score: Raw -6764753.073633 + Penalty 3659.066214 = -6761094.007419
  nChanged 3977
		SP:Iteration 7F (96832.020000 sec): 3 clusters
  Score: Raw -6767775.990942 + Penalty 3659.066214 = -6764116.924728
  nChanged 2976
		SP:Iteration 8Q (96832.760000 sec): 3 clusters
  Score: Raw -6770078.645329 + Penalty 3659.066214 = -6766419.579115
  nChanged 2114
		SP:Iteration 9Q (96833.480000 sec): 3 clusters
  Score: Raw -6771738.222855 + Penalty 3659.066214 = -6768079.156641
  nChanged 1356
		SP:Iteration 10Q (96834.180000 sec): 3 clusters
  Score: Raw -6772779.690848 + Penalty 3659.066214 = -6769120.624634
  nChanged 780
		SP:Iteration 11Q (96834.870000 sec): 3 clusters
  Score: Raw -6773381.504150 + Penalty 3659.066214 = -6769722.437936
  nChanged 417
		SP:Iteration 12Q (96835.520000 sec): 3 clusters
  Score: Raw -6773721.403784 + Penalty 3659.066214 = -6770062.337571
  nChanged 260
		SP:Iteration 13Q (96836.200000 sec): 3 clusters
  Score: Raw -6773957.849251 + Penalty 3659.066214 = -6770298.783037
  nChanged 183
		SP:Iteration 14Q (96836.890000 sec): 3 clusters
  Score: Raw -6774099.787841 + Penalty 3659.066214 = -6770440.721627
  nChanged 140
		SP:Iteration 15Q (96837.590000 sec): 3 clusters
  Score: Raw -6774206.496238 + Penalty 3659.066214 = -6770547.430024
  nChanged 107
		SP:Iteration 16Q (96838.280000 sec): 3 clusters
  Score: Raw -6774286.023684 + Penalty 3659.066214 = -6770626.957470
  nChanged 83
		SP:Iteration 17Q (96838.980000 sec): 3 clusters
  Score: Raw -6774327.431305 + Penalty 3659.066214 = -6770668.365091
  nChanged 46
		SP:Iteration 18Q (96839.610000 sec): 3 clusters
  Score: Raw -6774349.076973 + Penalty 3659.066214 = -6770690.010759
  nChanged 47
		SP:Iteration 19Q (96840.290000 sec): 3 clusters
  Score: Raw -6774365.153243 + Penalty 3659.066214 = -6770706.087029
  nChanged 34
		SP:Iteration 20F (96840.900000 sec): 3 clusters
  Score: Raw -6774376.520245 + Penalty 3659.066214 = -6770717.454031
  nChanged 15
		SP:Iteration 21Q (96841.550000 sec): 3 clusters
  Score: Raw -6774381.755371 + Penalty 3659.066214 = -6770722.689157
  nChanged 16
		SP:Iteration 22Q (96842.230000 sec): 3 clusters
  Score: Raw -6774385.567903 + Penalty 3659.066214 = -6770726.501690
  nChanged 8
		SP:Iteration 23Q (96842.910000 sec): 3 clusters
  Score: Raw -6774387.988958 + Penalty 3659.066214 = -6770728.922744
  nChanged 10
		SP:Iteration 24Q (96843.560000 sec): 3 clusters
  Score: Raw -6774391.367654 + Penalty 3659.066214 = -6770732.301440
  nChanged 7
		SP:Iteration 25Q (96844.240000 sec): 3 clusters
  Score: Raw -6774393.780771 + Penalty 3659.066214 = -6770734.714557
  nChanged 6
		SP:Iteration 26Q (96844.930000 sec): 3 clusters
  Score: Raw -6774396.079941 + Penalty 3659.066214 = -6770737.013727
  nChanged 7
		SP:Iteration 27Q (96845.620000 sec): 3 clusters
  Score: Raw -6774398.512636 + Penalty 3659.066214 = -6770739.446422
  nChanged 8
		SP:Iteration 28Q (96846.340000 sec): 3 clusters
  Score: Raw -6774400.801567 + Penalty 3659.066214 = -6770741.735353
  nChanged 7
		SP:Iteration 29Q (96847.040000 sec): 3 clusters
  Score: Raw -6774402.597985 + Penalty 3659.066214 = -6770743.531771
  nChanged 4
		SP:Iteration 30Q (96847.620000 sec): 3 clusters
  Score: Raw -6774403.725886 + Penalty 3659.066214 = -6770744.659672
  nChanged 3
		SP:Iteration 31Q (96848.260000 sec): 3 clusters
  Score: Raw -6774404.263889 + Penalty 3659.066214 = -6770745.197675
  nChanged 0
		SP:Iteration 32F (96848.850000 sec): 3 clusters
  Score: Raw -6774404.263889 + Penalty 3659.066214 = -6770745.197675
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 25 (12382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96848.980000 sec): 2 clusters
  Score: Raw -1105547.122258 + Penalty 1531.399851 = -1104015.722407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96849.210000 sec): 3 clusters
  Score: Raw -1098366.496228 + Penalty 3062.799702 = -1095303.696525
  nChanged 5467
		SP:Iteration 1F (96849.410000 sec): 3 clusters
  Score: Raw -1101350.972174 + Penalty 3062.799702 = -1098288.172471
  nChanged 775
		SP:Iteration 2F (96849.610000 sec): 3 clusters
  Score: Raw -1101707.667526 + Penalty 3062.799702 = -1098644.867823
  nChanged 742
		SP:Iteration 3F (96849.860000 sec): 3 clusters
  Score: Raw -1102122.345380 + Penalty 3062.799702 = -1099059.545678
  nChanged 825
		SP:Iteration 4F (96850.050000 sec): 3 clusters
  Score: Raw -1102707.980540 + Penalty 3062.799702 = -1099645.180838
  nChanged 876
		SP:Iteration 5F (96850.250000 sec): 3 clusters
  Score: Raw -1103377.435385 + Penalty 3062.799702 = -1100314.635682
  nChanged 787
		SP:Iteration 6F (96850.500000 sec): 3 clusters
  Score: Raw -1104021.375730 + Penalty 3062.799702 = -1100958.576027
  nChanged 657
		SP:Iteration 7F (96850.760000 sec): 3 clusters
  Score: Raw -1104540.790057 + Penalty 3062.799702 = -1101477.990355
  nChanged 495
		SP:Iteration 8Q (96850.930000 sec): 3 clusters
  Score: Raw -1104971.642409 + Penalty 3062.799702 = -1101908.842707
  nChanged 314
		SP:Iteration 9Q (96851.210000 sec): 3 clusters
  Score: Raw -1105273.569509 + Penalty 3062.799702 = -1102210.769807
  nChanged 189
		SP:Iteration 10Q (96851.370000 sec): 3 clusters
  Score: Raw -1105469.527930 + Penalty 3062.799702 = -1102406.728227
  nChanged 136
		SP:Iteration 11Q (96851.610000 sec): 3 clusters
  Score: Raw -1105616.930328 + Penalty 3062.799702 = -1102554.130626
  nChanged 121
		SP:Iteration 12Q (96851.870000 sec): 3 clusters
  Score: Raw -1105716.041958 + Penalty 3062.799702 = -1102653.242256
  nChanged 86
		SP:Iteration 13Q (96852.060000 sec): 3 clusters
  Score: Raw -1105777.744959 + Penalty 3062.799702 = -1102714.945257
  nChanged 65
		SP:Iteration 14Q (96852.310000 sec): 3 clusters
  Score: Raw -1105819.702963 + Penalty 3062.799702 = -1102756.903261
  nChanged 40
		SP:Iteration 15Q (96852.580000 sec): 3 clusters
  Score: Raw -1105843.788985 + Penalty 3062.799702 = -1102780.989283
  nChanged 37
		SP:Iteration 16Q (96852.740000 sec): 3 clusters
  Score: Raw -1105862.031174 + Penalty 3062.799702 = -1102799.231471
  nChanged 30
		SP:Iteration 17Q (96852.940000 sec): 3 clusters
  Score: Raw -1105881.080839 + Penalty 3062.799702 = -1102818.281137
  nChanged 36
		SP:Iteration 18Q (96853.190000 sec): 3 clusters
  Score: Raw -1105900.342960 + Penalty 3062.799702 = -1102837.543258
  nChanged 27
		SP:Iteration 19Q (96853.430000 sec): 3 clusters
  Score: Raw -1105912.213983 + Penalty 3062.799702 = -1102849.414280
  nChanged 24
		SP:Iteration 20F (96853.660000 sec): 3 clusters
  Score: Raw -1105921.659288 + Penalty 3062.799702 = -1102858.859586
  nChanged 11
		SP:Iteration 21Q (96853.910000 sec): 3 clusters
  Score: Raw -1105925.586420 + Penalty 3062.799702 = -1102862.786717
  nChanged 7
		SP:Iteration 22Q (96854.180000 sec): 3 clusters
  Score: Raw -1105929.022283 + Penalty 3062.799702 = -1102866.222581
  nChanged 9
		SP:Iteration 23Q (96854.450000 sec): 3 clusters
  Score: Raw -1105931.842828 + Penalty 3062.799702 = -1102869.043126
  nChanged 1
		SP:Iteration 24Q (96854.640000 sec): 3 clusters
  Score: Raw -1105931.979177 + Penalty 3062.799702 = -1102869.179475
  nChanged 0
		SP:Iteration 25F (96854.830000 sec): 3 clusters
  Score: Raw -1105931.979177 + Penalty 3062.799702 = -1102869.179475
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 26 (53407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96855.240000 sec): 2 clusters
  Score: Raw -4632064.980981 + Penalty 1768.925779 = -4630296.055202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96855.770000 sec): 3 clusters
  Score: Raw -4598043.008174 + Penalty 3537.851558 = -4594505.156615
  nChanged 25125
		SP:Iteration 1F (96856.270000 sec): 3 clusters
  Score: Raw -4612045.768538 + Penalty 3537.851558 = -4608507.916979
  nChanged 1883
		SP:Iteration 2Q (96856.860000 sec): 3 clusters
  Score: Raw -4612552.876776 + Penalty 3537.851558 = -4609015.025218
  nChanged 1934
		SP:Iteration 3Q (96857.400000 sec): 3 clusters
  Score: Raw -4613133.166503 + Penalty 3537.851558 = -4609595.314945
  nChanged 2137
		SP:Iteration 4Q (96857.950000 sec): 3 clusters
  Score: Raw -4613863.444817 + Penalty 3537.851558 = -4610325.593259
  nChanged 2369
		SP:Iteration 5Q (96858.490000 sec): 3 clusters
  Score: Raw -4614769.999360 + Penalty 3537.851558 = -4611232.147801
  nChanged 2653
		SP:Iteration 6Q (96859.030000 sec): 3 clusters
  Score: Raw -4615883.089264 + Penalty 3537.851558 = -4612345.237705
  nChanged 2869
		SP:Iteration 7F (96859.590000 sec): 3 clusters
  Score: Raw -4617209.070851 + Penalty 3537.851558 = -4613671.219292
  nChanged 3013
		SP:Iteration 8F (96860.070000 sec): 3 clusters
  Score: Raw -4618668.216324 + Penalty 3537.851558 = -4615130.364766
  nChanged 2955
		SP:Iteration 9F (96860.630000 sec): 3 clusters
  Score: Raw -4620150.793001 + Penalty 3537.851558 = -4616612.941442
  nChanged 2833
		SP:Iteration 10F (96861.140000 sec): 3 clusters
  Score: Raw -4621568.569532 + Penalty 3537.851558 = -4618030.717974
  nChanged 2446
		SP:Iteration 11Q (96861.720000 sec): 3 clusters
  Score: Raw -4622830.831602 + Penalty 3537.851558 = -4619292.980044
  nChanged 2171
		SP:Iteration 12Q (96862.270000 sec): 3 clusters
  Score: Raw -4623997.764342 + Penalty 3537.851558 = -4620459.912783
  nChanged 1896
		SP:Iteration 13Q (96862.820000 sec): 3 clusters
  Score: Raw -4625088.038072 + Penalty 3537.851558 = -4621550.186514
  nChanged 1766
		SP:Iteration 14Q (96863.400000 sec): 3 clusters
  Score: Raw -4626250.810706 + Penalty 3537.851558 = -4622712.959148
  nChanged 1675
		SP:Iteration 15Q (96863.950000 sec): 3 clusters
  Score: Raw -4627472.277160 + Penalty 3537.851558 = -4623934.425602
  nChanged 1410
		SP:Iteration 16Q (96864.410000 sec): 3 clusters
  Score: Raw -4628580.213979 + Penalty 3537.851558 = -4625042.362421
  nChanged 1180
		SP:Iteration 17Q (96864.880000 sec): 3 clusters
  Score: Raw -4629549.964427 + Penalty 3537.851558 = -4626012.112869
  nChanged 944
		SP:Iteration 18Q (96865.390000 sec): 3 clusters
  Score: Raw -4630316.198932 + Penalty 3537.851558 = -4626778.347374
  nChanged 724
		SP:Iteration 19Q (96865.900000 sec): 3 clusters
  Score: Raw -4630840.260242 + Penalty 3537.851558 = -4627302.408683
  nChanged 587
		SP:Iteration 20F (96866.370000 sec): 3 clusters
  Score: Raw -4631246.799337 + Penalty 3537.851558 = -4627708.947778
  nChanged 470
		SP:Iteration 21Q (96866.840000 sec): 3 clusters
  Score: Raw -4631603.334089 + Penalty 3537.851558 = -4628065.482531
  nChanged 368
		SP:Iteration 22Q (96867.320000 sec): 3 clusters
  Score: Raw -4631855.339539 + Penalty 3537.851558 = -4628317.487981
  nChanged 328
		SP:Iteration 23Q (96867.790000 sec): 3 clusters
  Score: Raw -4632050.336166 + Penalty 3537.851558 = -4628512.484608
  nChanged 276
		SP:Iteration 24Q (96868.260000 sec): 3 clusters
  Score: Raw -4632184.416471 + Penalty 3537.851558 = -4628646.564913
  nChanged 237
		SP:Iteration 25Q (96868.730000 sec): 3 clusters
  Score: Raw -4632268.879771 + Penalty 3537.851558 = -4628731.028213
  nChanged 183
		SP:Iteration 26Q (96869.210000 sec): 3 clusters
  Score: Raw -4632318.323904 + Penalty 3537.851558 = -4628780.472346
  nChanged 149
		SP:Iteration 27Q (96869.680000 sec): 3 clusters
  Score: Raw -4632351.268624 + Penalty 3537.851558 = -4628813.417065
  nChanged 108
		SP:Iteration 28Q (96870.190000 sec): 3 clusters
  Score: Raw -4632373.378197 + Penalty 3537.851558 = -4628835.526639
  nChanged 92
		SP:Iteration 29Q (96870.690000 sec): 3 clusters
  Score: Raw -4632388.783189 + Penalty 3537.851558 = -4628850.931630
  nChanged 63
		SP:Iteration 30Q (96871.150000 sec): 3 clusters
  Score: Raw -4632398.872053 + Penalty 3537.851558 = -4628861.020495
  nChanged 57
		SP:Iteration 31Q (96871.670000 sec): 3 clusters
  Score: Raw -4632406.227011 + Penalty 3537.851558 = -4628868.375453
  nChanged 40
		SP:Iteration 32Q (96872.140000 sec): 3 clusters
  Score: Raw -4632411.293059 + Penalty 3537.851558 = -4628873.441500
  nChanged 34
		SP:Iteration 33Q (96872.620000 sec): 3 clusters
  Score: Raw -4632414.813230 + Penalty 3537.851558 = -4628876.961672
  nChanged 34
		SP:Iteration 34Q (96873.140000 sec): 3 clusters
  Score: Raw -4632418.794899 + Penalty 3537.851558 = -4628880.943341
  nChanged 32
		SP:Iteration 35Q (96873.640000 sec): 3 clusters
  Score: Raw -4632422.798566 + Penalty 3537.851558 = -4628884.947008
  nChanged 39
		SP:Iteration 36Q (96874.160000 sec): 3 clusters
  Score: Raw -4632427.361140 + Penalty 3537.851558 = -4628889.509581
  nChanged 28
		SP:Iteration 37Q (96874.690000 sec): 3 clusters
  Score: Raw -4632430.725915 + Penalty 3537.851558 = -4628892.874357
  nChanged 22
		SP:Iteration 38Q (96875.200000 sec): 3 clusters
  Score: Raw -4632432.646380 + Penalty 3537.851558 = -4628894.794822
  nChanged 16
		SP:Iteration 39Q (96875.680000 sec): 3 clusters
  Score: Raw -4632433.860492 + Penalty 3537.851558 = -4628896.008933
  nChanged 16
		SP:Iteration 40F (96876.160000 sec): 3 clusters
  Score: Raw -4632435.233988 + Penalty 3537.851558 = -4628897.382429
  nChanged 10
		SP:Iteration 41Q (96876.710000 sec): 3 clusters
  Score: Raw -4632435.957799 + Penalty 3537.851558 = -4628898.106240
  nChanged 6
		SP:Iteration 42Q (96877.230000 sec): 3 clusters
  Score: Raw -4632436.354486 + Penalty 3537.851558 = -4628898.502927
  nChanged 2
		SP:Iteration 43Q (96877.700000 sec): 3 clusters
  Score: Raw -4632436.434910 + Penalty 3537.851558 = -4628898.583351
  nChanged 0
		SP:Iteration 44F (96878.200000 sec): 3 clusters
  Score: Raw -4632436.434910 + Penalty 3537.851558 = -4628898.583351
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 27 (149351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96878.970000 sec): 2 clusters
  Score: Raw -12769850.253901 + Penalty 1936.033859 = -12767914.220042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96880.140000 sec): 3 clusters
  Score: Raw -12671278.315620 + Penalty 3872.067719 = -12667406.247901
  nChanged 72251
		SP:Iteration 1F (96881.270000 sec): 3 clusters
  Score: Raw -12714138.083317 + Penalty 3872.067719 = -12710266.015598
  nChanged 5220
		SP:Iteration 2Q (96882.550000 sec): 3 clusters
  Score: Raw -12715636.677791 + Penalty 3872.067719 = -12711764.610072
  nChanged 6229
		SP:Iteration 3Q (96883.830000 sec): 3 clusters
  Score: Raw -12717930.414118 + Penalty 3872.067719 = -12714058.346399
  nChanged 7774
		SP:Iteration 4F (96884.950000 sec): 3 clusters
  Score: Raw -12721630.721820 + Penalty 3872.067719 = -12717758.654101
  nChanged 9776
		SP:Iteration 5F (96886.040000 sec): 3 clusters
  Score: Raw -12727641.907700 + Penalty 3872.067719 = -12723769.839982
  nChanged 11757
		SP:Iteration 6F (96887.100000 sec): 3 clusters
  Score: Raw -12736727.225251 + Penalty 3872.067719 = -12732855.157533
  nChanged 12667
		SP:Iteration 7F (96888.170000 sec): 3 clusters
  Score: Raw -12748249.884301 + Penalty 3872.067719 = -12744377.816582
  nChanged 10921
		SP:Iteration 8F (96889.260000 sec): 3 clusters
  Score: Raw -12758877.355498 + Penalty 3872.067719 = -12755005.287779
  nChanged 6899
		SP:Iteration 9Q (96890.480000 sec): 3 clusters
  Score: Raw -12765581.984770 + Penalty 3872.067719 = -12761709.917051
  nChanged 3256
		SP:Iteration 10Q (96891.670000 sec): 3 clusters
  Score: Raw -12768540.463338 + Penalty 3872.067719 = -12764668.395620
  nChanged 1132
		SP:Iteration 11Q (96892.850000 sec): 3 clusters
  Score: Raw -12769454.571576 + Penalty 3872.067719 = -12765582.503857
  nChanged 393
		SP:Iteration 12Q (96894.000000 sec): 3 clusters
  Score: Raw -12769788.729199 + Penalty 3872.067719 = -12765916.661480
  nChanged 179
		SP:Iteration 13Q (96895.100000 sec): 3 clusters
  Score: Raw -12769951.189813 + Penalty 3872.067719 = -12766079.122094
  nChanged 81
		SP:Iteration 14Q (96896.200000 sec): 3 clusters
  Score: Raw -12770019.824343 + Penalty 3872.067719 = -12766147.756624
  nChanged 49
		SP:Iteration 15Q (96897.420000 sec): 3 clusters
  Score: Raw -12770061.097543 + Penalty 3872.067719 = -12766189.029825
  nChanged 31
		SP:Iteration 16Q (96898.670000 sec): 3 clusters
  Score: Raw -12770091.076336 + Penalty 3872.067719 = -12766219.008618
  nChanged 25
		SP:Iteration 17Q (96899.820000 sec): 3 clusters
  Score: Raw -12770109.880206 + Penalty 3872.067719 = -12766237.812487
  nChanged 23
		SP:Iteration 18Q (96901.010000 sec): 3 clusters
  Score: Raw -12770126.905341 + Penalty 3872.067719 = -12766254.837622
  nChanged 23
		SP:Iteration 19Q (96902.210000 sec): 3 clusters
  Score: Raw -12770143.641336 + Penalty 3872.067719 = -12766271.573617
  nChanged 10
		SP:Iteration 20F (96903.400000 sec): 3 clusters
  Score: Raw -12770150.818630 + Penalty 3872.067719 = -12766278.750911
  nChanged 15
		SP:Iteration 21Q (96904.620000 sec): 3 clusters
  Score: Raw -12770159.963819 + Penalty 3872.067719 = -12766287.896100
  nChanged 10
		SP:Iteration 22Q (96905.750000 sec): 3 clusters
  Score: Raw -12770168.164244 + Penalty 3872.067719 = -12766296.096525
  nChanged 7
		SP:Iteration 23Q (96906.870000 sec): 3 clusters
  Score: Raw -12770171.755424 + Penalty 3872.067719 = -12766299.687706
  nChanged 3
		SP:Iteration 24Q (96908.060000 sec): 3 clusters
  Score: Raw -12770173.075168 + Penalty 3872.067719 = -12766301.007449
  nChanged 5
		SP:Iteration 25Q (96909.260000 sec): 3 clusters
  Score: Raw -12770176.871040 + Penalty 3872.067719 = -12766304.803322
  nChanged 1
		SP:Iteration 26Q (96910.450000 sec): 3 clusters
  Score: Raw -12770177.557131 + Penalty 3872.067719 = -12766305.489413
  nChanged 1
		SP:Iteration 27Q (96911.640000 sec): 3 clusters
  Score: Raw -12770177.934680 + Penalty 3872.067719 = -12766305.866961
  nChanged 0
		SP:Iteration 28F (96912.760000 sec): 3 clusters
  Score: Raw -12770177.934680 + Penalty 3872.067719 = -12766305.866961
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 28 (6269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96912.860000 sec): 2 clusters
  Score: Raw -523432.792965 + Penalty 1420.797971 = -522011.994994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96913.060000 sec): 3 clusters
  Score: Raw -520079.367646 + Penalty 2841.595943 = -517237.771703
  nChanged 2599
		SP:Iteration 1F (96913.260000 sec): 3 clusters
  Score: Raw -521613.630259 + Penalty 2841.595943 = -518772.034316
  nChanged 505
		SP:Iteration 2F (96913.410000 sec): 3 clusters
  Score: Raw -522006.385236 + Penalty 2841.595943 = -519164.789293
  nChanged 472
		SP:Iteration 3F (96913.610000 sec): 3 clusters
  Score: Raw -522377.278281 + Penalty 2841.595943 = -519535.682339
  nChanged 425
		SP:Iteration 4F (96913.800000 sec): 3 clusters
  Score: Raw -522711.334846 + Penalty 2841.595943 = -519869.738903
  nChanged 417
		SP:Iteration 5F (96913.970000 sec): 3 clusters
  Score: Raw -523017.964408 + Penalty 2841.595943 = -520176.368466
  nChanged 341
		SP:Iteration 6F (96914.110000 sec): 3 clusters
  Score: Raw -523251.758090 + Penalty 2841.595943 = -520410.162147
  nChanged 272
		SP:Iteration 7Q (96914.250000 sec): 3 clusters
  Score: Raw -523416.749685 + Penalty 2841.595943 = -520575.153743
  nChanged 216
		SP:Iteration 8Q (96914.390000 sec): 3 clusters
  Score: Raw -523527.813101 + Penalty 2841.595943 = -520686.217159
  nChanged 161
		SP:Iteration 9Q (96914.530000 sec): 3 clusters
  Score: Raw -523591.944549 + Penalty 2841.595943 = -520750.348606
  nChanged 98
		SP:Iteration 10Q (96914.730000 sec): 3 clusters
  Score: Raw -523628.284452 + Penalty 2841.595943 = -520786.688509
  nChanged 80
		SP:Iteration 11Q (96914.880000 sec): 3 clusters
  Score: Raw -523657.747060 + Penalty 2841.595943 = -520816.151118
  nChanged 83
		SP:Iteration 12Q (96915.060000 sec): 3 clusters
  Score: Raw -523683.201232 + Penalty 2841.595943 = -520841.605289
  nChanged 59
		SP:Iteration 13Q (96915.220000 sec): 3 clusters
  Score: Raw -523700.530221 + Penalty 2841.595943 = -520858.934279
  nChanged 49
		SP:Iteration 14Q (96915.370000 sec): 3 clusters
  Score: Raw -523713.052866 + Penalty 2841.595943 = -520871.456924
  nChanged 39
		SP:Iteration 15Q (96915.570000 sec): 3 clusters
  Score: Raw -523722.079446 + Penalty 2841.595943 = -520880.483503
  nChanged 36
		SP:Iteration 16Q (96915.760000 sec): 3 clusters
  Score: Raw -523732.117298 + Penalty 2841.595943 = -520890.521355
  nChanged 30
		SP:Iteration 17Q (96915.950000 sec): 3 clusters
  Score: Raw -523740.655790 + Penalty 2841.595943 = -520899.059847
  nChanged 25
		SP:Iteration 18Q (96916.150000 sec): 3 clusters
  Score: Raw -523746.784868 + Penalty 2841.595943 = -520905.188925
  nChanged 18
		SP:Iteration 19Q (96916.330000 sec): 3 clusters
  Score: Raw -523751.592410 + Penalty 2841.595943 = -520909.996468
  nChanged 24
		SP:Iteration 20F (96916.540000 sec): 3 clusters
  Score: Raw -523757.044213 + Penalty 2841.595943 = -520915.448271
  nChanged 16
		SP:Iteration 21Q (96916.730000 sec): 3 clusters
  Score: Raw -523761.193695 + Penalty 2841.595943 = -520919.597752
  nChanged 18
		SP:Iteration 22Q (96916.920000 sec): 3 clusters
  Score: Raw -523766.129875 + Penalty 2841.595943 = -520924.533932
  nChanged 18
		SP:Iteration 23Q (96917.080000 sec): 3 clusters
  Score: Raw -523770.571213 + Penalty 2841.595943 = -520928.975270
  nChanged 22
		SP:Iteration 24Q (96917.240000 sec): 3 clusters
  Score: Raw -523776.409701 + Penalty 2841.595943 = -520934.813758
  nChanged 21
		SP:Iteration 25Q (96917.410000 sec): 3 clusters
  Score: Raw -523782.322243 + Penalty 2841.595943 = -520940.726300
  nChanged 29
		SP:Iteration 26Q (96917.570000 sec): 3 clusters
  Score: Raw -523790.129045 + Penalty 2841.595943 = -520948.533103
  nChanged 27
		SP:Iteration 27Q (96917.740000 sec): 3 clusters
  Score: Raw -523797.480738 + Penalty 2841.595943 = -520955.884795
  nChanged 25
		SP:Iteration 28Q (96917.930000 sec): 3 clusters
  Score: Raw -523804.735517 + Penalty 2841.595943 = -520963.139574
  nChanged 28
		SP:Iteration 29Q (96918.140000 sec): 3 clusters
  Score: Raw -523811.637980 + Penalty 2841.595943 = -520970.042037
  nChanged 31
		SP:Iteration 30Q (96918.270000 sec): 3 clusters
  Score: Raw -523820.965535 + Penalty 2841.595943 = -520979.369593
  nChanged 35
		SP:Iteration 31Q (96918.440000 sec): 3 clusters
  Score: Raw -523829.721784 + Penalty 2841.595943 = -520988.125841
  nChanged 33
		SP:Iteration 32Q (96918.630000 sec): 3 clusters
  Score: Raw -523838.538626 + Penalty 2841.595943 = -520996.942683
  nChanged 35
		SP:Iteration 33Q (96918.780000 sec): 3 clusters
  Score: Raw -523847.401486 + Penalty 2841.595943 = -521005.805544
  nChanged 30
		SP:Iteration 34Q (96918.940000 sec): 3 clusters
  Score: Raw -523854.627154 + Penalty 2841.595943 = -521013.031211
  nChanged 23
		SP:Iteration 35Q (96919.090000 sec): 3 clusters
  Score: Raw -523859.058698 + Penalty 2841.595943 = -521017.462755
  nChanged 21
		SP:Iteration 36Q (96919.240000 sec): 3 clusters
  Score: Raw -523863.475041 + Penalty 2841.595943 = -521021.879098
  nChanged 18
		SP:Iteration 37Q (96919.430000 sec): 3 clusters
  Score: Raw -523867.340701 + Penalty 2841.595943 = -521025.744758
  nChanged 21
		SP:Iteration 38Q (96919.620000 sec): 3 clusters
  Score: Raw -523871.661357 + Penalty 2841.595943 = -521030.065414
  nChanged 22
		SP:Iteration 39Q (96919.820000 sec): 3 clusters
  Score: Raw -523876.111775 + Penalty 2841.595943 = -521034.515832
  nChanged 16
		SP:Iteration 40F (96920.000000 sec): 3 clusters
  Score: Raw -523878.296649 + Penalty 2841.595943 = -521036.700706
  nChanged 12
		SP:Iteration 41Q (96920.210000 sec): 3 clusters
  Score: Raw -523880.429085 + Penalty 2841.595943 = -521038.833142
  nChanged 18
		SP:Iteration 42Q (96920.340000 sec): 3 clusters
  Score: Raw -523884.116481 + Penalty 2841.595943 = -521042.520538
  nChanged 23
		SP:Iteration 43Q (96920.510000 sec): 3 clusters
  Score: Raw -523889.054989 + Penalty 2841.595943 = -521047.459046
  nChanged 20
		SP:Iteration 44Q (96920.670000 sec): 3 clusters
  Score: Raw -523894.946050 + Penalty 2841.595943 = -521053.350107
  nChanged 27
		SP:Iteration 45Q (96920.840000 sec): 3 clusters
  Score: Raw -523901.536741 + Penalty 2841.595943 = -521059.940798
  nChanged 17
		SP:Iteration 46Q (96921.000000 sec): 3 clusters
  Score: Raw -523904.972068 + Penalty 2841.595943 = -521063.376126
  nChanged 16
		SP:Iteration 47Q (96921.170000 sec): 3 clusters
  Score: Raw -523908.668037 + Penalty 2841.595943 = -521067.072095
  nChanged 23
		SP:Iteration 48Q (96921.360000 sec): 3 clusters
  Score: Raw -523914.566875 + Penalty 2841.595943 = -521072.970933
  nChanged 23
		SP:Iteration 49Q (96921.540000 sec): 3 clusters
  Score: Raw -523920.600327 + Penalty 2841.595943 = -521079.004385
  nChanged 28
		SP:Iteration 50Q (96921.710000 sec): 3 clusters
  Score: Raw -523927.272477 + Penalty 2841.595943 = -521085.676535
  nChanged 27
		SP:Iteration 51Q (96921.900000 sec): 3 clusters
  Score: Raw -523932.915014 + Penalty 2841.595943 = -521091.319071
  nChanged 15
		SP:Iteration 52Q (96922.060000 sec): 3 clusters
  Score: Raw -523936.927004 + Penalty 2841.595943 = -521095.331061
  nChanged 12
		SP:Iteration 53Q (96922.230000 sec): 3 clusters
  Score: Raw -523939.702324 + Penalty 2841.595943 = -521098.106381
  nChanged 13
		SP:Iteration 54Q (96922.400000 sec): 3 clusters
  Score: Raw -523942.787829 + Penalty 2841.595943 = -521101.191887
  nChanged 18
		SP:Iteration 55Q (96922.590000 sec): 3 clusters
  Score: Raw -523946.997578 + Penalty 2841.595943 = -521105.401636
  nChanged 29
		SP:Iteration 56Q (96922.780000 sec): 3 clusters
  Score: Raw -523957.119251 + Penalty 2841.595943 = -521115.523308
  nChanged 33
		SP:Iteration 57Q (96923.000000 sec): 3 clusters
  Score: Raw -523970.220005 + Penalty 2841.595943 = -521128.624062
  nChanged 37
		SP:Iteration 58Q (96923.180000 sec): 3 clusters
  Score: Raw -523989.324772 + Penalty 2841.595943 = -521147.728829
  nChanged 48
		SP:Iteration 59Q (96923.400000 sec): 3 clusters
  Score: Raw -524013.163517 + Penalty 2841.595943 = -521171.567574
  nChanged 58
		SP:Iteration 60F (96923.560000 sec): 3 clusters
  Score: Raw -524048.404739 + Penalty 2841.595943 = -521206.808797
  nChanged 64
		SP:Iteration 61Q (96923.710000 sec): 3 clusters
  Score: Raw -524096.985283 + Penalty 2841.595943 = -521255.389340
  nChanged 73
		SP:Iteration 62Q (96923.890000 sec): 3 clusters
  Score: Raw -524163.896865 + Penalty 2841.595943 = -521322.300922
  nChanged 72
		SP:Iteration 63Q (96924.060000 sec): 3 clusters
  Score: Raw -524228.280996 + Penalty 2841.595943 = -521386.685053
  nChanged 71
		SP:Iteration 64Q (96924.230000 sec): 3 clusters
  Score: Raw -524289.233934 + Penalty 2841.595943 = -521447.637991
  nChanged 62
		SP:Iteration 65Q (96924.390000 sec): 3 clusters
  Score: Raw -524330.872409 + Penalty 2841.595943 = -521489.276466
  nChanged 49
		SP:Iteration 66Q (96924.560000 sec): 3 clusters
  Score: Raw -524353.113182 + Penalty 2841.595943 = -521511.517239
  nChanged 34
		SP:Iteration 67Q (96924.730000 sec): 3 clusters
  Score: Raw -524364.183937 + Penalty 2841.595943 = -521522.587995
  nChanged 24
		SP:Iteration 68Q (96924.890000 sec): 3 clusters
  Score: Raw -524370.480092 + Penalty 2841.595943 = -521528.884149
  nChanged 14
		SP:Iteration 69Q (96925.090000 sec): 3 clusters
  Score: Raw -524374.344962 + Penalty 2841.595943 = -521532.749019
  nChanged 14
		SP:Iteration 70Q (96925.270000 sec): 3 clusters
  Score: Raw -524376.995676 + Penalty 2841.595943 = -521535.399734
  nChanged 6
		SP:Iteration 71Q (96925.470000 sec): 3 clusters
  Score: Raw -524378.073524 + Penalty 2841.595943 = -521536.477582
  nChanged 5
		SP:Iteration 72Q (96925.600000 sec): 3 clusters
  Score: Raw -524379.528516 + Penalty 2841.595943 = -521537.932574
  nChanged 7
		SP:Iteration 73Q (96925.790000 sec): 3 clusters
  Score: Raw -524381.151395 + Penalty 2841.595943 = -521539.555452
  nChanged 6
		SP:Iteration 74Q (96925.950000 sec): 3 clusters
  Score: Raw -524382.390829 + Penalty 2841.595943 = -521540.794886
  nChanged 4
		SP:Iteration 75Q (96926.150000 sec): 3 clusters
  Score: Raw -524383.146331 + Penalty 2841.595943 = -521541.550388
  nChanged 3
		SP:Iteration 76Q (96926.310000 sec): 3 clusters
  Score: Raw -524383.749819 + Penalty 2841.595943 = -521542.153876
  nChanged 2
		SP:Iteration 77Q (96926.470000 sec): 3 clusters
  Score: Raw -524384.364130 + Penalty 2841.595943 = -521542.768187
  nChanged 2
		SP:Iteration 78Q (96926.640000 sec): 3 clusters
  Score: Raw -524384.792587 + Penalty 2841.595943 = -521543.196644
  nChanged 1
		SP:Iteration 79Q (96926.880000 sec): 3 clusters
  Score: Raw -524385.063985 + Penalty 2841.595943 = -521543.468042
  nChanged 0
		SP:Iteration 80F (96927.040000 sec): 3 clusters
  Score: Raw -524385.063985 + Penalty 2841.595943 = -521543.468042
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 29 (3653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96927.120000 sec): 2 clusters
  Score: Raw -285875.377756 + Penalty 1333.036904 = -284542.340852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96927.280000 sec): 3 clusters
  Score: Raw -284049.617142 + Penalty 2666.073809 = -281383.543333
  nChanged 1444
		SP:Iteration 1F (96927.440000 sec): 3 clusters
  Score: Raw -284855.488882 + Penalty 2666.073809 = -282189.415074
  nChanged 309
		SP:Iteration 2F (96927.600000 sec): 3 clusters
  Score: Raw -285082.154973 + Penalty 2666.073809 = -282416.081165
  nChanged 229
		SP:Iteration 3F (96927.760000 sec): 3 clusters
  Score: Raw -285248.675067 + Penalty 2666.073809 = -282582.601258
  nChanged 187
		SP:Iteration 4F (96927.930000 sec): 3 clusters
  Score: Raw -285381.371711 + Penalty 2666.073809 = -282715.297902
  nChanged 166
		SP:Iteration 5Q (96928.100000 sec): 3 clusters
  Score: Raw -285503.087054 + Penalty 2666.073809 = -282837.013245
  nChanged 158
		SP:Iteration 6Q (96928.280000 sec): 3 clusters
  Score: Raw -285618.971758 + Penalty 2666.073809 = -282952.897949
  nChanged 150
		SP:Iteration 7Q (96928.450000 sec): 3 clusters
  Score: Raw -285733.522454 + Penalty 2666.073809 = -283067.448646
  nChanged 130
		SP:Iteration 8Q (96928.630000 sec): 3 clusters
  Score: Raw -285835.273489 + Penalty 2666.073809 = -283169.199681
  nChanged 132
		SP:Iteration 9Q (96928.810000 sec): 3 clusters
  Score: Raw -285923.197140 + Penalty 2666.073809 = -283257.123331
  nChanged 121
		SP:Iteration 10Q (96928.980000 sec): 3 clusters
  Score: Raw -286010.795570 + Penalty 2666.073809 = -283344.721761
  nChanged 119
		SP:Iteration 11Q (96929.150000 sec): 3 clusters
  Score: Raw -286089.505581 + Penalty 2666.073809 = -283423.431773
  nChanged 101
		SP:Iteration 12Q (96929.330000 sec): 3 clusters
  Score: Raw -286158.063237 + Penalty 2666.073809 = -283491.989428
  nChanged 83
		SP:Iteration 13Q (96929.510000 sec): 3 clusters
  Score: Raw -286196.965198 + Penalty 2666.073809 = -283530.891389
  nChanged 64
		SP:Iteration 14Q (96929.680000 sec): 3 clusters
  Score: Raw -286239.951069 + Penalty 2666.073809 = -283573.877260
  nChanged 67
		SP:Iteration 15Q (96929.860000 sec): 3 clusters
  Score: Raw -286284.631368 + Penalty 2666.073809 = -283618.557560
  nChanged 65
		SP:Iteration 16Q (96930.040000 sec): 3 clusters
  Score: Raw -286313.734010 + Penalty 2666.073809 = -283647.660201
  nChanged 44
		SP:Iteration 17Q (96930.210000 sec): 3 clusters
  Score: Raw -286329.689243 + Penalty 2666.073809 = -283663.615434
  nChanged 25
		SP:Iteration 18Q (96930.390000 sec): 3 clusters
  Score: Raw -286339.043799 + Penalty 2666.073809 = -283672.969991
  nChanged 26
		SP:Iteration 19Q (96930.560000 sec): 3 clusters
  Score: Raw -286350.781262 + Penalty 2666.073809 = -283684.707453
  nChanged 18
		SP:Iteration 20F (96930.740000 sec): 3 clusters
  Score: Raw -286355.101291 + Penalty 2666.073809 = -283689.027482
  nChanged 11
		SP:Iteration 21Q (96930.870000 sec): 3 clusters
  Score: Raw -286358.801640 + Penalty 2666.073809 = -283692.727831
  nChanged 8
		SP:Iteration 22Q (96931.050000 sec): 3 clusters
  Score: Raw -286364.825759 + Penalty 2666.073809 = -283698.751951
  nChanged 15
		SP:Iteration 23Q (96931.220000 sec): 3 clusters
  Score: Raw -286370.758630 + Penalty 2666.073809 = -283704.684822
  nChanged 17
		SP:Iteration 24Q (96931.400000 sec): 3 clusters
  Score: Raw -286376.817087 + Penalty 2666.073809 = -283710.743278
  nChanged 14
		SP:Iteration 25Q (96931.580000 sec): 3 clusters
  Score: Raw -286380.370445 + Penalty 2666.073809 = -283714.296636
  nChanged 5
		SP:Iteration 26Q (96931.750000 sec): 3 clusters
  Score: Raw -286381.983894 + Penalty 2666.073809 = -283715.910085
  nChanged 7
		SP:Iteration 27Q (96931.930000 sec): 3 clusters
  Score: Raw -286383.447986 + Penalty 2666.073809 = -283717.374177
  nChanged 6
		SP:Iteration 28Q (96932.100000 sec): 3 clusters
  Score: Raw -286385.662085 + Penalty 2666.073809 = -283719.588277
  nChanged 8
		SP:Iteration 29Q (96932.280000 sec): 3 clusters
  Score: Raw -286389.024965 + Penalty 2666.073809 = -283722.951156
  nChanged 11
		SP:Iteration 30Q (96932.460000 sec): 3 clusters
  Score: Raw -286393.699689 + Penalty 2666.073809 = -283727.625880
  nChanged 11
		SP:Iteration 31Q (96932.630000 sec): 3 clusters
  Score: Raw -286398.198370 + Penalty 2666.073809 = -283732.124561
  nChanged 10
		SP:Iteration 32Q (96932.810000 sec): 3 clusters
  Score: Raw -286401.921428 + Penalty 2666.073809 = -283735.847619
  nChanged 8
		SP:Iteration 33Q (96932.980000 sec): 3 clusters
  Score: Raw -286404.582524 + Penalty 2666.073809 = -283738.508715
  nChanged 11
		SP:Iteration 34Q (96933.160000 sec): 3 clusters
  Score: Raw -286410.940888 + Penalty 2666.073809 = -283744.867079
  nChanged 15
		SP:Iteration 35Q (96933.340000 sec): 3 clusters
  Score: Raw -286416.203452 + Penalty 2666.073809 = -283750.129643
  nChanged 9
		SP:Iteration 36Q (96933.510000 sec): 3 clusters
  Score: Raw -286419.863758 + Penalty 2666.073809 = -283753.789949
  nChanged 11
		SP:Iteration 37Q (96933.690000 sec): 3 clusters
  Score: Raw -286423.926760 + Penalty 2666.073809 = -283757.852951
  nChanged 10
		SP:Iteration 38Q (96933.860000 sec): 3 clusters
  Score: Raw -286426.869760 + Penalty 2666.073809 = -283760.795951
  nChanged 4
		SP:Iteration 39Q (96934.040000 sec): 3 clusters
  Score: Raw -286428.070680 + Penalty 2666.073809 = -283761.996872
  nChanged 3
		SP:Iteration 40F (96934.220000 sec): 3 clusters
  Score: Raw -286428.834163 + Penalty 2666.073809 = -283762.760355
  nChanged 2
		SP:Iteration 41Q (96934.390000 sec): 3 clusters
  Score: Raw -286429.252590 + Penalty 2666.073809 = -283763.178781
  nChanged 2
		SP:Iteration 42Q (96934.570000 sec): 3 clusters
  Score: Raw -286429.602584 + Penalty 2666.073809 = -283763.528775
  nChanged 2
		SP:Iteration 43Q (96934.740000 sec): 3 clusters
  Score: Raw -286430.022501 + Penalty 2666.073809 = -283763.948693
  nChanged 1
		SP:Iteration 44Q (96934.920000 sec): 3 clusters
  Score: Raw -286430.308862 + Penalty 2666.073809 = -283764.235053
  nChanged 1
		SP:Iteration 45Q (96935.090000 sec): 3 clusters
  Score: Raw -286430.456168 + Penalty 2666.073809 = -283764.382360
  nChanged 0
		SP:Iteration 46F (96935.260000 sec): 3 clusters
  Score: Raw -286430.456168 + Penalty 2666.073809 = -283764.382360
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 30 (3887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96935.380000 sec): 2 clusters
  Score: Raw -333788.612432 + Penalty 1343.126351 = -332445.486081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96935.570000 sec): 3 clusters
  Score: Raw -331848.416914 + Penalty 2686.252703 = -329162.164212
  nChanged 1499
		SP:Iteration 1F (96935.750000 sec): 3 clusters
  Score: Raw -332678.124476 + Penalty 2686.252703 = -329991.871774
  nChanged 275
		SP:Iteration 2F (96935.920000 sec): 3 clusters
  Score: Raw -332827.819909 + Penalty 2686.252703 = -330141.567206
  nChanged 180
		SP:Iteration 3Q (96936.080000 sec): 3 clusters
  Score: Raw -332940.422952 + Penalty 2686.252703 = -330254.170250
  nChanged 158
		SP:Iteration 4Q (96936.240000 sec): 3 clusters
  Score: Raw -333030.403454 + Penalty 2686.252703 = -330344.150751
  nChanged 134
		SP:Iteration 5Q (96936.400000 sec): 3 clusters
  Score: Raw -333099.183888 + Penalty 2686.252703 = -330412.931185
  nChanged 92
		SP:Iteration 6Q (96936.560000 sec): 3 clusters
  Score: Raw -333137.234806 + Penalty 2686.252703 = -330450.982104
  nChanged 83
		SP:Iteration 7Q (96936.720000 sec): 3 clusters
  Score: Raw -333171.181563 + Penalty 2686.252703 = -330484.928860
  nChanged 70
		SP:Iteration 8Q (96936.900000 sec): 3 clusters
  Score: Raw -333199.232784 + Penalty 2686.252703 = -330512.980081
  nChanged 63
		SP:Iteration 9Q (96937.080000 sec): 3 clusters
  Score: Raw -333223.786988 + Penalty 2686.252703 = -330537.534285
  nChanged 67
		SP:Iteration 10Q (96937.250000 sec): 3 clusters
  Score: Raw -333255.479643 + Penalty 2686.252703 = -330569.226940
  nChanged 67
		SP:Iteration 11Q (96937.430000 sec): 3 clusters
  Score: Raw -333287.464269 + Penalty 2686.252703 = -330601.211567
  nChanged 61
		SP:Iteration 12Q (96937.600000 sec): 3 clusters
  Score: Raw -333310.402458 + Penalty 2686.252703 = -330624.149756
  nChanged 57
		SP:Iteration 13Q (96937.780000 sec): 3 clusters
  Score: Raw -333331.666161 + Penalty 2686.252703 = -330645.413458
  nChanged 62
		SP:Iteration 14Q (96937.960000 sec): 3 clusters
  Score: Raw -333357.863191 + Penalty 2686.252703 = -330671.610489
  nChanged 69
		SP:Iteration 15Q (96938.130000 sec): 3 clusters
  Score: Raw -333386.569791 + Penalty 2686.252703 = -330700.317089
  nChanged 60
		SP:Iteration 16Q (96938.310000 sec): 3 clusters
  Score: Raw -333413.048749 + Penalty 2686.252703 = -330726.796046
  nChanged 71
		SP:Iteration 17Q (96938.480000 sec): 3 clusters
  Score: Raw -333445.408957 + Penalty 2686.252703 = -330759.156255
  nChanged 70
		SP:Iteration 18Q (96938.660000 sec): 3 clusters
  Score: Raw -333481.585150 + Penalty 2686.252703 = -330795.332447
  nChanged 73
		SP:Iteration 19Q (96938.840000 sec): 3 clusters
  Score: Raw -333516.657924 + Penalty 2686.252703 = -330830.405221
  nChanged 77
		SP:Iteration 20F (96939.010000 sec): 3 clusters
  Score: Raw -333552.826221 + Penalty 2686.252703 = -330866.573519
  nChanged 60
		SP:Iteration 21Q (96939.190000 sec): 3 clusters
  Score: Raw -333584.282352 + Penalty 2686.252703 = -330898.029650
  nChanged 63
		SP:Iteration 22Q (96939.360000 sec): 3 clusters
  Score: Raw -333612.840798 + Penalty 2686.252703 = -330926.588096
  nChanged 55
		SP:Iteration 23Q (96939.540000 sec): 3 clusters
  Score: Raw -333640.789461 + Penalty 2686.252703 = -330954.536759
  nChanged 55
		SP:Iteration 24Q (96939.720000 sec): 3 clusters
  Score: Raw -333672.795314 + Penalty 2686.252703 = -330986.542612
  nChanged 55
		SP:Iteration 25Q (96939.890000 sec): 3 clusters
  Score: Raw -333706.762012 + Penalty 2686.252703 = -331020.509309
  nChanged 48
		SP:Iteration 26Q (96940.070000 sec): 3 clusters
  Score: Raw -333737.804056 + Penalty 2686.252703 = -331051.551354
  nChanged 44
		SP:Iteration 27Q (96940.240000 sec): 3 clusters
  Score: Raw -333762.110532 + Penalty 2686.252703 = -331075.857830
  nChanged 44
		SP:Iteration 28Q (96940.420000 sec): 3 clusters
  Score: Raw -333785.347753 + Penalty 2686.252703 = -331099.095050
  nChanged 30
		SP:Iteration 29Q (96940.600000 sec): 3 clusters
  Score: Raw -333800.899516 + Penalty 2686.252703 = -331114.646814
  nChanged 30
		SP:Iteration 30Q (96940.770000 sec): 3 clusters
  Score: Raw -333817.798260 + Penalty 2686.252703 = -331131.545557
  nChanged 28
		SP:Iteration 31Q (96940.940000 sec): 3 clusters
  Score: Raw -333835.826590 + Penalty 2686.252703 = -331149.573887
  nChanged 23
		SP:Iteration 32Q (96941.120000 sec): 3 clusters
  Score: Raw -333848.799742 + Penalty 2686.252703 = -331162.547039
  nChanged 15
		SP:Iteration 33Q (96941.290000 sec): 3 clusters
  Score: Raw -333856.307488 + Penalty 2686.252703 = -331170.054786
  nChanged 12
		SP:Iteration 34Q (96941.470000 sec): 3 clusters
  Score: Raw -333863.550955 + Penalty 2686.252703 = -331177.298253
  nChanged 10
		SP:Iteration 35Q (96941.640000 sec): 3 clusters
  Score: Raw -333872.378357 + Penalty 2686.252703 = -331186.125655
  nChanged 13
		SP:Iteration 36Q (96941.820000 sec): 3 clusters
  Score: Raw -333879.161118 + Penalty 2686.252703 = -331192.908416
  nChanged 10
		SP:Iteration 37Q (96942.000000 sec): 3 clusters
  Score: Raw -333886.116527 + Penalty 2686.252703 = -331199.863824
  nChanged 10
		SP:Iteration 38Q (96942.170000 sec): 3 clusters
  Score: Raw -333890.639713 + Penalty 2686.252703 = -331204.387010
  nChanged 6
		SP:Iteration 39Q (96942.350000 sec): 3 clusters
  Score: Raw -333893.071017 + Penalty 2686.252703 = -331206.818315
  nChanged 4
		SP:Iteration 40F (96942.520000 sec): 3 clusters
  Score: Raw -333896.330998 + Penalty 2686.252703 = -331210.078296
  nChanged 8
		SP:Iteration 41Q (96942.700000 sec): 3 clusters
  Score: Raw -333900.398106 + Penalty 2686.252703 = -331214.145404
  nChanged 5
		SP:Iteration 42Q (96942.880000 sec): 3 clusters
  Score: Raw -333903.021783 + Penalty 2686.252703 = -331216.769080
  nChanged 4
		SP:Iteration 43Q (96943.050000 sec): 3 clusters
  Score: Raw -333905.380337 + Penalty 2686.252703 = -331219.127634
  nChanged 4
		SP:Iteration 44Q (96943.230000 sec): 3 clusters
  Score: Raw -333907.033378 + Penalty 2686.252703 = -331220.780676
  nChanged 6
		SP:Iteration 45Q (96943.400000 sec): 3 clusters
  Score: Raw -333910.126293 + Penalty 2686.252703 = -331223.873591
  nChanged 9
		SP:Iteration 46Q (96943.600000 sec): 3 clusters
  Score: Raw -333915.673759 + Penalty 2686.252703 = -331229.421056
  nChanged 7
		SP:Iteration 47Q (96943.760000 sec): 3 clusters
  Score: Raw -333920.589572 + Penalty 2686.252703 = -331234.336870
  nChanged 3
		SP:Iteration 48Q (96943.930000 sec): 3 clusters
  Score: Raw -333921.552288 + Penalty 2686.252703 = -331235.299586
  nChanged 2
		SP:Iteration 49Q (96944.110000 sec): 3 clusters
  Score: Raw -333922.534593 + Penalty 2686.252703 = -331236.281890
  nChanged 2
		SP:Iteration 50Q (96944.280000 sec): 3 clusters
  Score: Raw -333924.069404 + Penalty 2686.252703 = -331237.816701
  nChanged 5
		SP:Iteration 51Q (96944.460000 sec): 3 clusters
  Score: Raw -333925.940226 + Penalty 2686.252703 = -331239.687523
  nChanged 1
		SP:Iteration 52Q (96944.630000 sec): 3 clusters
  Score: Raw -333926.536311 + Penalty 2686.252703 = -331240.283608
  nChanged 2
		SP:Iteration 53Q (96944.810000 sec): 3 clusters
  Score: Raw -333928.582167 + Penalty 2686.252703 = -331242.329465
  nChanged 3
		SP:Iteration 54Q (96944.980000 sec): 3 clusters
  Score: Raw -333930.205993 + Penalty 2686.252703 = -331243.953291
  nChanged 2
		SP:Iteration 55Q (96945.160000 sec): 3 clusters
  Score: Raw -333931.103274 + Penalty 2686.252703 = -331244.850572
  nChanged 2
		SP:Iteration 56Q (96945.340000 sec): 3 clusters
  Score: Raw -333932.373871 + Penalty 2686.252703 = -331246.121168
  nChanged 2
		SP:Iteration 57Q (96945.510000 sec): 3 clusters
  Score: Raw -333932.891488 + Penalty 2686.252703 = -331246.638785
  nChanged 0
		SP:Iteration 58F (96945.690000 sec): 3 clusters
  Score: Raw -333932.891488 + Penalty 2686.252703 = -331246.638785
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 31 (5720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96945.810000 sec): 2 clusters
  Score: Raw -453020.591584 + Penalty 1405.905164 = -451614.686420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96945.980000 sec): 3 clusters
  Score: Raw -450038.008814 + Penalty 2811.810327 = -447226.198487
  nChanged 2298
		SP:Iteration 1F (96946.130000 sec): 3 clusters
  Score: Raw -451408.035987 + Penalty 2811.810327 = -448596.225659
  nChanged 421
		SP:Iteration 2F (96946.270000 sec): 3 clusters
  Score: Raw -451660.301803 + Penalty 2811.810327 = -448848.491475
  nChanged 304
		SP:Iteration 3F (96946.420000 sec): 3 clusters
  Score: Raw -451824.740441 + Penalty 2811.810327 = -449012.930114
  nChanged 237
		SP:Iteration 4Q (96946.570000 sec): 3 clusters
  Score: Raw -451963.047813 + Penalty 2811.810327 = -449151.237485
  nChanged 244
		SP:Iteration 5Q (96946.750000 sec): 3 clusters
  Score: Raw -452102.428880 + Penalty 2811.810327 = -449290.618553
  nChanged 231
		SP:Iteration 6Q (96946.900000 sec): 3 clusters
  Score: Raw -452223.612340 + Penalty 2811.810327 = -449411.802012
  nChanged 195
		SP:Iteration 7Q (96947.020000 sec): 3 clusters
  Score: Raw -452331.137347 + Penalty 2811.810327 = -449519.327019
  nChanged 175
		SP:Iteration 8Q (96947.180000 sec): 3 clusters
  Score: Raw -452418.487707 + Penalty 2811.810327 = -449606.677379
  nChanged 151
		SP:Iteration 9Q (96947.320000 sec): 3 clusters
  Score: Raw -452493.855538 + Penalty 2811.810327 = -449682.045211
  nChanged 155
		SP:Iteration 10Q (96947.480000 sec): 3 clusters
  Score: Raw -452557.470666 + Penalty 2811.810327 = -449745.660339
  nChanged 132
		SP:Iteration 11Q (96947.660000 sec): 3 clusters
  Score: Raw -452613.078124 + Penalty 2811.810327 = -449801.267796
  nChanged 115
		SP:Iteration 12Q (96947.830000 sec): 3 clusters
  Score: Raw -452660.932420 + Penalty 2811.810327 = -449849.122093
  nChanged 102
		SP:Iteration 13Q (96948.030000 sec): 3 clusters
  Score: Raw -452703.479414 + Penalty 2811.810327 = -449891.669087
  nChanged 93
		SP:Iteration 14Q (96948.200000 sec): 3 clusters
  Score: Raw -452747.972888 + Penalty 2811.810327 = -449936.162561
  nChanged 97
		SP:Iteration 15Q (96948.370000 sec): 3 clusters
  Score: Raw -452792.989598 + Penalty 2811.810327 = -449981.179271
  nChanged 103
		SP:Iteration 16Q (96948.490000 sec): 3 clusters
  Score: Raw -452831.387734 + Penalty 2811.810327 = -450019.577407
  nChanged 95
		SP:Iteration 17Q (96948.650000 sec): 3 clusters
  Score: Raw -452860.496067 + Penalty 2811.810327 = -450048.685740
  nChanged 67
		SP:Iteration 18Q (96948.810000 sec): 3 clusters
  Score: Raw -452878.823534 + Penalty 2811.810327 = -450067.013206
  nChanged 67
		SP:Iteration 19Q (96948.960000 sec): 3 clusters
  Score: Raw -452903.765802 + Penalty 2811.810327 = -450091.955475
  nChanged 69
		SP:Iteration 20F (96949.120000 sec): 3 clusters
  Score: Raw -452927.911076 + Penalty 2811.810327 = -450116.100749
  nChanged 78
		SP:Iteration 21Q (96949.280000 sec): 3 clusters
  Score: Raw -452955.150067 + Penalty 2811.810327 = -450143.339740
  nChanged 66
		SP:Iteration 22Q (96949.440000 sec): 3 clusters
  Score: Raw -452981.352498 + Penalty 2811.810327 = -450169.542171
  nChanged 80
		SP:Iteration 23Q (96949.600000 sec): 3 clusters
  Score: Raw -453016.963875 + Penalty 2811.810327 = -450205.153548
  nChanged 84
		SP:Iteration 24Q (96949.760000 sec): 3 clusters
  Score: Raw -453056.422963 + Penalty 2811.810327 = -450244.612636
  nChanged 81
		SP:Iteration 25Q (96949.930000 sec): 3 clusters
  Score: Raw -453096.841084 + Penalty 2811.810327 = -450285.030757
  nChanged 85
		SP:Iteration 26Q (96950.100000 sec): 3 clusters
  Score: Raw -453135.246374 + Penalty 2811.810327 = -450323.436047
  nChanged 76
		SP:Iteration 27Q (96950.270000 sec): 3 clusters
  Score: Raw -453169.094869 + Penalty 2811.810327 = -450357.284541
  nChanged 71
		SP:Iteration 28Q (96950.440000 sec): 3 clusters
  Score: Raw -453207.342382 + Penalty 2811.810327 = -450395.532055
  nChanged 66
		SP:Iteration 29Q (96950.640000 sec): 3 clusters
  Score: Raw -453238.750730 + Penalty 2811.810327 = -450426.940402
  nChanged 50
		SP:Iteration 30Q (96950.790000 sec): 3 clusters
  Score: Raw -453260.023102 + Penalty 2811.810327 = -450448.212774
  nChanged 56
		SP:Iteration 31Q (96950.950000 sec): 3 clusters
  Score: Raw -453286.876407 + Penalty 2811.810327 = -450475.066080
  nChanged 49
		SP:Iteration 32Q (96951.110000 sec): 3 clusters
  Score: Raw -453313.807784 + Penalty 2811.810327 = -450501.997457
  nChanged 44
		SP:Iteration 33Q (96951.270000 sec): 3 clusters
  Score: Raw -453337.332219 + Penalty 2811.810327 = -450525.521892
  nChanged 38
		SP:Iteration 34Q (96951.440000 sec): 3 clusters
  Score: Raw -453361.928047 + Penalty 2811.810327 = -450550.117720
  nChanged 30
		SP:Iteration 35Q (96951.630000 sec): 3 clusters
  Score: Raw -453380.366771 + Penalty 2811.810327 = -450568.556444
  nChanged 26
		SP:Iteration 36Q (96951.790000 sec): 3 clusters
  Score: Raw -453395.526170 + Penalty 2811.810327 = -450583.715843
  nChanged 26
		SP:Iteration 37Q (96951.940000 sec): 3 clusters
  Score: Raw -453410.336167 + Penalty 2811.810327 = -450598.525840
  nChanged 21
		SP:Iteration 38Q (96952.100000 sec): 3 clusters
  Score: Raw -453419.278896 + Penalty 2811.810327 = -450607.468569
  nChanged 10
		SP:Iteration 39Q (96952.250000 sec): 3 clusters
  Score: Raw -453423.586829 + Penalty 2811.810327 = -450611.776502
  nChanged 9
		SP:Iteration 40F (96952.420000 sec): 3 clusters
  Score: Raw -453428.123486 + Penalty 2811.810327 = -450616.313158
  nChanged 7
		SP:Iteration 41Q (96952.570000 sec): 3 clusters
  Score: Raw -453431.223968 + Penalty 2811.810327 = -450619.413641
  nChanged 5
		SP:Iteration 42Q (96952.730000 sec): 3 clusters
  Score: Raw -453434.314592 + Penalty 2811.810327 = -450622.504265
  nChanged 8
		SP:Iteration 43Q (96952.890000 sec): 3 clusters
  Score: Raw -453439.038069 + Penalty 2811.810327 = -450627.227741
  nChanged 8
		SP:Iteration 44Q (96953.040000 sec): 3 clusters
  Score: Raw -453442.381038 + Penalty 2811.810327 = -450630.570711
  nChanged 12
		SP:Iteration 45Q (96953.210000 sec): 3 clusters
  Score: Raw -453448.360563 + Penalty 2811.810327 = -450636.550236
  nChanged 10
		SP:Iteration 46Q (96953.390000 sec): 3 clusters
  Score: Raw -453452.884628 + Penalty 2811.810327 = -450641.074301
  nChanged 10
		SP:Iteration 47Q (96953.550000 sec): 3 clusters
  Score: Raw -453457.101532 + Penalty 2811.810327 = -450645.291204
  nChanged 8
		SP:Iteration 48Q (96953.790000 sec): 3 clusters
  Score: Raw -453460.666810 + Penalty 2811.810327 = -450648.856483
  nChanged 2
		SP:Iteration 49Q (96953.970000 sec): 3 clusters
  Score: Raw -453461.428794 + Penalty 2811.810327 = -450649.618466
  nChanged 4
		SP:Iteration 50Q (96954.170000 sec): 3 clusters
  Score: Raw -453462.339436 + Penalty 2811.810327 = -450650.529109
  nChanged 3
		SP:Iteration 51Q (96954.300000 sec): 3 clusters
  Score: Raw -453463.601582 + Penalty 2811.810327 = -450651.791254
  nChanged 2
		SP:Iteration 52Q (96954.460000 sec): 3 clusters
  Score: Raw -453464.832809 + Penalty 2811.810327 = -450653.022482
  nChanged 2
		SP:Iteration 53Q (96954.620000 sec): 3 clusters
  Score: Raw -453465.772023 + Penalty 2811.810327 = -450653.961696
  nChanged 2
		SP:Iteration 54Q (96954.770000 sec): 3 clusters
  Score: Raw -453466.183235 + Penalty 2811.810327 = -450654.372908
  nChanged 1
		SP:Iteration 55Q (96954.930000 sec): 3 clusters
  Score: Raw -453466.868912 + Penalty 2811.810327 = -450655.058584
  nChanged 2
		SP:Iteration 56Q (96955.090000 sec): 3 clusters
  Score: Raw -453467.898028 + Penalty 2811.810327 = -450656.087700
  nChanged 1
		SP:Iteration 57Q (96955.250000 sec): 3 clusters
  Score: Raw -453468.040399 + Penalty 2811.810327 = -450656.230072
  nChanged 1
		SP:Iteration 58Q (96955.420000 sec): 3 clusters
  Score: Raw -453468.323253 + Penalty 2811.810327 = -450656.512926
  nChanged 1
		SP:Iteration 59Q (96955.590000 sec): 3 clusters
  Score: Raw -453468.604704 + Penalty 2811.810327 = -450656.794377
  nChanged 1
		SP:Iteration 60F (96955.770000 sec): 3 clusters
  Score: Raw -453469.009904 + Penalty 2811.810327 = -450657.199577
  nChanged 2
		SP:Iteration 61Q (96955.930000 sec): 3 clusters
  Score: Raw -453470.881465 + Penalty 2811.810327 = -450659.071138
  nChanged 0
		SP:Iteration 62F (96956.080000 sec): 3 clusters
  Score: Raw -453470.881465 + Penalty 2811.810327 = -450659.071138
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 32 (21127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96956.290000 sec): 2 clusters
  Score: Raw -1791051.370964 + Penalty 1618.224907 = -1789433.146056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96956.660000 sec): 3 clusters
  Score: Raw -1778145.653341 + Penalty 3236.449815 = -1774909.203526
  nChanged 9540
		SP:Iteration 1F (96956.950000 sec): 3 clusters
  Score: Raw -1783522.642662 + Penalty 3236.449815 = -1780286.192847
  nChanged 992
		SP:Iteration 2Q (96957.300000 sec): 3 clusters
  Score: Raw -1783830.211851 + Penalty 3236.449815 = -1780593.762036
  nChanged 873
		SP:Iteration 3Q (96957.610000 sec): 3 clusters
  Score: Raw -1784106.880923 + Penalty 3236.449815 = -1780870.431108
  nChanged 805
		SP:Iteration 4Q (96957.940000 sec): 3 clusters
  Score: Raw -1784367.732204 + Penalty 3236.449815 = -1781131.282389
  nChanged 831
		SP:Iteration 5Q (96958.260000 sec): 3 clusters
  Score: Raw -1784690.387269 + Penalty 3236.449815 = -1781453.937454
  nChanged 938
		SP:Iteration 6Q (96958.620000 sec): 3 clusters
  Score: Raw -1785125.850509 + Penalty 3236.449815 = -1781889.400695
  nChanged 1104
		SP:Iteration 7F (96958.890000 sec): 3 clusters
  Score: Raw -1785769.460721 + Penalty 3236.449815 = -1782533.010906
  nChanged 1301
		SP:Iteration 8F (96959.180000 sec): 3 clusters
  Score: Raw -1786657.038538 + Penalty 3236.449815 = -1783420.588723
  nChanged 1452
		SP:Iteration 9F (96959.460000 sec): 3 clusters
  Score: Raw -1787826.059657 + Penalty 3236.449815 = -1784589.609842
  nChanged 1413
		SP:Iteration 10F (96959.790000 sec): 3 clusters
  Score: Raw -1789075.754018 + Penalty 3236.449815 = -1785839.304204
  nChanged 1066
		SP:Iteration 11F (96960.070000 sec): 3 clusters
  Score: Raw -1790084.000912 + Penalty 3236.449815 = -1786847.551097
  nChanged 644
		SP:Iteration 12Q (96960.420000 sec): 3 clusters
  Score: Raw -1790681.476926 + Penalty 3236.449815 = -1787445.027111
  nChanged 295
		SP:Iteration 13Q (96960.710000 sec): 3 clusters
  Score: Raw -1790964.347227 + Penalty 3236.449815 = -1787727.897412
  nChanged 119
		SP:Iteration 14Q (96961.060000 sec): 3 clusters
  Score: Raw -1791090.699326 + Penalty 3236.449815 = -1787854.249511
  nChanged 53
		SP:Iteration 15Q (96961.410000 sec): 3 clusters
  Score: Raw -1791144.929477 + Penalty 3236.449815 = -1787908.479662
  nChanged 26
		SP:Iteration 16Q (96961.690000 sec): 3 clusters
  Score: Raw -1791175.988033 + Penalty 3236.449815 = -1787939.538218
  nChanged 13
		SP:Iteration 17Q (96962.000000 sec): 3 clusters
  Score: Raw -1791188.604823 + Penalty 3236.449815 = -1787952.155008
  nChanged 8
		SP:Iteration 18Q (96962.280000 sec): 3 clusters
  Score: Raw -1791195.653887 + Penalty 3236.449815 = -1787959.204072
  nChanged 8
		SP:Iteration 19Q (96962.600000 sec): 3 clusters
  Score: Raw -1791207.078295 + Penalty 3236.449815 = -1787970.628480
  nChanged 11
		SP:Iteration 20F (96962.880000 sec): 3 clusters
  Score: Raw -1791226.700820 + Penalty 3236.449815 = -1787990.251005
  nChanged 12
		SP:Iteration 21Q (96963.200000 sec): 3 clusters
  Score: Raw -1791245.564975 + Penalty 3236.449815 = -1788009.115160
  nChanged 11
		SP:Iteration 22Q (96963.470000 sec): 3 clusters
  Score: Raw -1791258.819351 + Penalty 3236.449815 = -1788022.369536
  nChanged 6
		SP:Iteration 23Q (96963.820000 sec): 3 clusters
  Score: Raw -1791266.786781 + Penalty 3236.449815 = -1788030.336967
  nChanged 3
		SP:Iteration 24Q (96964.160000 sec): 3 clusters
  Score: Raw -1791269.811036 + Penalty 3236.449815 = -1788033.361221
  nChanged 1
		SP:Iteration 25Q (96964.500000 sec): 3 clusters
  Score: Raw -1791270.947420 + Penalty 3236.449815 = -1788034.497605
  nChanged 0
		SP:Iteration 26F (96964.840000 sec): 3 clusters
  Score: Raw -1791270.947420 + Penalty 3236.449815 = -1788034.497605
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 33 (3318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96964.940000 sec): 2 clusters
  Score: Raw -238461.461985 + Penalty 1317.406589 = -237144.055396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96965.110000 sec): 3 clusters
  Score: Raw -236913.565186 + Penalty 2634.813178 = -234278.752008
  nChanged 1280
		SP:Iteration 1F (96965.280000 sec): 3 clusters
  Score: Raw -237804.862325 + Penalty 2634.813178 = -235170.049147
  nChanged 304
		SP:Iteration 2F (96965.460000 sec): 3 clusters
  Score: Raw -238137.554990 + Penalty 2634.813178 = -235502.741812
  nChanged 251
		SP:Iteration 3F (96965.640000 sec): 3 clusters
  Score: Raw -238404.198265 + Penalty 2634.813178 = -235769.385087
  nChanged 223
		SP:Iteration 4F (96965.810000 sec): 3 clusters
  Score: Raw -238609.741826 + Penalty 2634.813178 = -235974.928648
  nChanged 166
		SP:Iteration 5F (96965.990000 sec): 3 clusters
  Score: Raw -238743.839658 + Penalty 2634.813178 = -236109.026480
  nChanged 115
		SP:Iteration 6Q (96966.160000 sec): 3 clusters
  Score: Raw -238829.566746 + Penalty 2634.813178 = -236194.753568
  nChanged 96
		SP:Iteration 7Q (96966.340000 sec): 3 clusters
  Score: Raw -238889.710384 + Penalty 2634.813178 = -236254.897206
  nChanged 67
		SP:Iteration 8Q (96966.520000 sec): 3 clusters
  Score: Raw -238934.975701 + Penalty 2634.813178 = -236300.162523
  nChanged 50
		SP:Iteration 9Q (96966.690000 sec): 3 clusters
  Score: Raw -238959.201408 + Penalty 2634.813178 = -236324.388230
  nChanged 42
		SP:Iteration 10Q (96966.870000 sec): 3 clusters
  Score: Raw -238980.937581 + Penalty 2634.813178 = -236346.124403
  nChanged 32
		SP:Iteration 11Q (96967.040000 sec): 3 clusters
  Score: Raw -238994.720323 + Penalty 2634.813178 = -236359.907145
  nChanged 24
		SP:Iteration 12Q (96967.220000 sec): 3 clusters
  Score: Raw -239005.149596 + Penalty 2634.813178 = -236370.336418
  nChanged 20
		SP:Iteration 13Q (96967.400000 sec): 3 clusters
  Score: Raw -239012.641867 + Penalty 2634.813178 = -236377.828689
  nChanged 22
		SP:Iteration 14Q (96967.570000 sec): 3 clusters
  Score: Raw -239019.502701 + Penalty 2634.813178 = -236384.689523
  nChanged 19
		SP:Iteration 15Q (96967.740000 sec): 3 clusters
  Score: Raw -239025.830436 + Penalty 2634.813178 = -236391.017258
  nChanged 18
		SP:Iteration 16Q (96967.900000 sec): 3 clusters
  Score: Raw -239032.376042 + Penalty 2634.813178 = -236397.562864
  nChanged 21
		SP:Iteration 17Q (96968.080000 sec): 3 clusters
  Score: Raw -239040.747539 + Penalty 2634.813178 = -236405.934361
  nChanged 14
		SP:Iteration 18Q (96968.250000 sec): 3 clusters
  Score: Raw -239045.568766 + Penalty 2634.813178 = -236410.755588
  nChanged 16
		SP:Iteration 19Q (96968.410000 sec): 3 clusters
  Score: Raw -239052.279348 + Penalty 2634.813178 = -236417.466170
  nChanged 17
		SP:Iteration 20F (96968.590000 sec): 3 clusters
  Score: Raw -239062.638329 + Penalty 2634.813178 = -236427.825151
  nChanged 18
		SP:Iteration 21Q (96968.760000 sec): 3 clusters
  Score: Raw -239069.373545 + Penalty 2634.813178 = -236434.560367
  nChanged 12
		SP:Iteration 22Q (96968.940000 sec): 3 clusters
  Score: Raw -239076.851195 + Penalty 2634.813178 = -236442.038017
  nChanged 10
		SP:Iteration 23Q (96969.100000 sec): 3 clusters
  Score: Raw -239081.371239 + Penalty 2634.813178 = -236446.558061
  nChanged 7
		SP:Iteration 24Q (96969.260000 sec): 3 clusters
  Score: Raw -239084.030972 + Penalty 2634.813178 = -236449.217794
  nChanged 6
		SP:Iteration 25Q (96969.420000 sec): 3 clusters
  Score: Raw -239085.932944 + Penalty 2634.813178 = -236451.119766
  nChanged 7
		SP:Iteration 26Q (96969.580000 sec): 3 clusters
  Score: Raw -239087.666189 + Penalty 2634.813178 = -236452.853011
  nChanged 3
		SP:Iteration 27Q (96969.740000 sec): 3 clusters
  Score: Raw -239088.593126 + Penalty 2634.813178 = -236453.779948
  nChanged 6
		SP:Iteration 28Q (96969.890000 sec): 3 clusters
  Score: Raw -239091.300508 + Penalty 2634.813178 = -236456.487330
  nChanged 4
		SP:Iteration 29Q (96970.050000 sec): 3 clusters
  Score: Raw -239092.958485 + Penalty 2634.813178 = -236458.145307
  nChanged 4
		SP:Iteration 30Q (96970.210000 sec): 3 clusters
  Score: Raw -239099.534668 + Penalty 2634.813178 = -236464.721490
  nChanged 8
		SP:Iteration 31Q (96970.360000 sec): 3 clusters
  Score: Raw -239104.780831 + Penalty 2634.813178 = -236469.967653
  nChanged 6
		SP:Iteration 32Q (96970.520000 sec): 3 clusters
  Score: Raw -239105.683547 + Penalty 2634.813178 = -236470.870369
  nChanged 3
		SP:Iteration 33Q (96970.680000 sec): 3 clusters
  Score: Raw -239107.140809 + Penalty 2634.813178 = -236472.327631
  nChanged 3
		SP:Iteration 34Q (96970.840000 sec): 3 clusters
  Score: Raw -239107.673440 + Penalty 2634.813178 = -236472.860262
  nChanged 0
		SP:Iteration 35F (96971.000000 sec): 3 clusters
  Score: Raw -239107.673440 + Penalty 2634.813178 = -236472.860262
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 34 (22372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96971.230000 sec): 2 clusters
  Score: Raw -1907238.141160 + Penalty 1627.529387 = -1905610.611773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96971.560000 sec): 3 clusters
  Score: Raw -1893729.569861 + Penalty 3255.058773 = -1890474.511088
  nChanged 10164
		SP:Iteration 1F (96971.880000 sec): 3 clusters
  Score: Raw -1899224.275881 + Penalty 3255.058773 = -1895969.217108
  nChanged 996
		SP:Iteration 2Q (96972.220000 sec): 3 clusters
  Score: Raw -1899560.519276 + Penalty 3255.058773 = -1896305.460503
  nChanged 970
		SP:Iteration 3Q (96972.540000 sec): 3 clusters
  Score: Raw -1899908.331541 + Penalty 3255.058773 = -1896653.272768
  nChanged 987
		SP:Iteration 4Q (96972.850000 sec): 3 clusters
  Score: Raw -1900292.777382 + Penalty 3255.058773 = -1897037.718609
  nChanged 989
		SP:Iteration 5Q (96973.180000 sec): 3 clusters
  Score: Raw -1900771.917335 + Penalty 3255.058773 = -1897516.858562
  nChanged 1056
		SP:Iteration 6Q (96973.480000 sec): 3 clusters
  Score: Raw -1901366.192425 + Penalty 3255.058773 = -1898111.133652
  nChanged 1054
		SP:Iteration 7Q (96973.810000 sec): 3 clusters
  Score: Raw -1902033.248611 + Penalty 3255.058773 = -1898778.189838
  nChanged 1176
		SP:Iteration 8F (96974.130000 sec): 3 clusters
  Score: Raw -1902804.370287 + Penalty 3255.058773 = -1899549.311513
  nChanged 1225
		SP:Iteration 9F (96974.440000 sec): 3 clusters
  Score: Raw -1903608.608908 + Penalty 3255.058773 = -1900353.550135
  nChanged 1093
		SP:Iteration 10Q (96974.760000 sec): 3 clusters
  Score: Raw -1904203.334887 + Penalty 3255.058773 = -1900948.276113
  nChanged 823
		SP:Iteration 11Q (96975.130000 sec): 3 clusters
  Score: Raw -1904542.137700 + Penalty 3255.058773 = -1901287.078927
  nChanged 567
		SP:Iteration 12Q (96975.460000 sec): 3 clusters
  Score: Raw -1904733.918660 + Penalty 3255.058773 = -1901478.859887
  nChanged 425
		SP:Iteration 13Q (96975.770000 sec): 3 clusters
  Score: Raw -1904860.935523 + Penalty 3255.058773 = -1901605.876749
  nChanged 317
		SP:Iteration 14Q (96976.100000 sec): 3 clusters
  Score: Raw -1904958.975446 + Penalty 3255.058773 = -1901703.916673
  nChanged 315
		SP:Iteration 15Q (96976.420000 sec): 3 clusters
  Score: Raw -1905056.703541 + Penalty 3255.058773 = -1901801.644768
  nChanged 323
		SP:Iteration 16Q (96976.740000 sec): 3 clusters
  Score: Raw -1905171.477655 + Penalty 3255.058773 = -1901916.418882
  nChanged 375
		SP:Iteration 17Q (96977.130000 sec): 3 clusters
  Score: Raw -1905333.898382 + Penalty 3255.058773 = -1902078.839609
  nChanged 405
		SP:Iteration 18Q (96977.470000 sec): 3 clusters
  Score: Raw -1905514.681506 + Penalty 3255.058773 = -1902259.622732
  nChanged 427
		SP:Iteration 19Q (96977.810000 sec): 3 clusters
  Score: Raw -1905715.337416 + Penalty 3255.058773 = -1902460.278643
  nChanged 449
		SP:Iteration 20F (96978.110000 sec): 3 clusters
  Score: Raw -1905935.001297 + Penalty 3255.058773 = -1902679.942524
  nChanged 454
		SP:Iteration 21Q (96978.400000 sec): 3 clusters
  Score: Raw -1906172.728971 + Penalty 3255.058773 = -1902917.670198
  nChanged 444
		SP:Iteration 22Q (96978.710000 sec): 3 clusters
  Score: Raw -1906414.781580 + Penalty 3255.058773 = -1903159.722806
  nChanged 398
		SP:Iteration 23Q (96979.060000 sec): 3 clusters
  Score: Raw -1906627.364205 + Penalty 3255.058773 = -1903372.305432
  nChanged 364
		SP:Iteration 24Q (96979.350000 sec): 3 clusters
  Score: Raw -1906809.587582 + Penalty 3255.058773 = -1903554.528809
  nChanged 317
		SP:Iteration 25Q (96979.660000 sec): 3 clusters
  Score: Raw -1906966.853181 + Penalty 3255.058773 = -1903711.794408
  nChanged 293
		SP:Iteration 26Q (96979.970000 sec): 3 clusters
  Score: Raw -1907089.642290 + Penalty 3255.058773 = -1903834.583516
  nChanged 223
		SP:Iteration 27Q (96980.310000 sec): 3 clusters
  Score: Raw -1907161.963775 + Penalty 3255.058773 = -1903906.905002
  nChanged 192
		SP:Iteration 28Q (96980.590000 sec): 3 clusters
  Score: Raw -1907221.560524 + Penalty 3255.058773 = -1903966.501750
  nChanged 161
		SP:Iteration 29Q (96980.850000 sec): 3 clusters
  Score: Raw -1907263.163993 + Penalty 3255.058773 = -1904008.105220
  nChanged 148
		SP:Iteration 30Q (96981.120000 sec): 3 clusters
  Score: Raw -1907302.040592 + Penalty 3255.058773 = -1904046.981818
  nChanged 150
		SP:Iteration 31Q (96981.380000 sec): 3 clusters
  Score: Raw -1907336.383011 + Penalty 3255.058773 = -1904081.324238
  nChanged 116
		SP:Iteration 32Q (96981.680000 sec): 3 clusters
  Score: Raw -1907365.225895 + Penalty 3255.058773 = -1904110.167122
  nChanged 110
		SP:Iteration 33Q (96981.950000 sec): 3 clusters
  Score: Raw -1907392.421467 + Penalty 3255.058773 = -1904137.362694
  nChanged 88
		SP:Iteration 34Q (96982.210000 sec): 3 clusters
  Score: Raw -1907413.142026 + Penalty 3255.058773 = -1904158.083253
  nChanged 100
		SP:Iteration 35Q (96982.510000 sec): 3 clusters
  Score: Raw -1907435.082842 + Penalty 3255.058773 = -1904180.024069
  nChanged 90
		SP:Iteration 36Q (96982.780000 sec): 3 clusters
  Score: Raw -1907457.432907 + Penalty 3255.058773 = -1904202.374134
  nChanged 93
		SP:Iteration 37Q (96983.080000 sec): 3 clusters
  Score: Raw -1907479.798885 + Penalty 3255.058773 = -1904224.740112
  nChanged 75
		SP:Iteration 38Q (96983.400000 sec): 3 clusters
  Score: Raw -1907495.974420 + Penalty 3255.058773 = -1904240.915647
  nChanged 73
		SP:Iteration 39Q (96983.660000 sec): 3 clusters
  Score: Raw -1907509.566960 + Penalty 3255.058773 = -1904254.508187
  nChanged 64
		SP:Iteration 40F (96983.990000 sec): 3 clusters
  Score: Raw -1907522.506339 + Penalty 3255.058773 = -1904267.447566
  nChanged 56
		SP:Iteration 41Q (96984.330000 sec): 3 clusters
  Score: Raw -1907533.939045 + Penalty 3255.058773 = -1904278.880272
  nChanged 48
		SP:Iteration 42Q (96984.620000 sec): 3 clusters
  Score: Raw -1907543.155224 + Penalty 3255.058773 = -1904288.096450
  nChanged 54
		SP:Iteration 43Q (96984.950000 sec): 3 clusters
  Score: Raw -1907553.295354 + Penalty 3255.058773 = -1904298.236581
  nChanged 47
		SP:Iteration 44Q (96985.230000 sec): 3 clusters
  Score: Raw -1907561.298043 + Penalty 3255.058773 = -1904306.239270
  nChanged 51
		SP:Iteration 45Q (96985.560000 sec): 3 clusters
  Score: Raw -1907569.446580 + Penalty 3255.058773 = -1904314.387807
  nChanged 44
		SP:Iteration 46Q (96985.870000 sec): 3 clusters
  Score: Raw -1907577.405536 + Penalty 3255.058773 = -1904322.346763
  nChanged 49
		SP:Iteration 47Q (96986.180000 sec): 3 clusters
  Score: Raw -1907587.411511 + Penalty 3255.058773 = -1904332.352737
  nChanged 47
		SP:Iteration 48Q (96986.490000 sec): 3 clusters
  Score: Raw -1907597.755999 + Penalty 3255.058773 = -1904342.697226
  nChanged 52
		SP:Iteration 49Q (96986.800000 sec): 3 clusters
  Score: Raw -1907608.578161 + Penalty 3255.058773 = -1904353.519388
  nChanged 52
		SP:Iteration 50Q (96987.120000 sec): 3 clusters
  Score: Raw -1907617.774475 + Penalty 3255.058773 = -1904362.715702
  nChanged 43
		SP:Iteration 51Q (96987.450000 sec): 3 clusters
  Score: Raw -1907624.652018 + Penalty 3255.058773 = -1904369.593244
  nChanged 29
		SP:Iteration 52Q (96987.710000 sec): 3 clusters
  Score: Raw -1907629.712373 + Penalty 3255.058773 = -1904374.653600
  nChanged 27
		SP:Iteration 53Q (96988.070000 sec): 3 clusters
  Score: Raw -1907634.231688 + Penalty 3255.058773 = -1904379.172915
  nChanged 25
		SP:Iteration 54Q (96988.350000 sec): 3 clusters
  Score: Raw -1907638.353864 + Penalty 3255.058773 = -1904383.295091
  nChanged 20
		SP:Iteration 55Q (96988.630000 sec): 3 clusters
  Score: Raw -1907640.779057 + Penalty 3255.058773 = -1904385.720283
  nChanged 14
		SP:Iteration 56Q (96988.970000 sec): 3 clusters
  Score: Raw -1907642.609367 + Penalty 3255.058773 = -1904387.550594
  nChanged 17
		SP:Iteration 57Q (96989.230000 sec): 3 clusters
  Score: Raw -1907644.685170 + Penalty 3255.058773 = -1904389.626396
  nChanged 15
		SP:Iteration 58Q (96989.530000 sec): 3 clusters
  Score: Raw -1907646.229070 + Penalty 3255.058773 = -1904391.170297
  nChanged 10
		SP:Iteration 59Q (96989.800000 sec): 3 clusters
  Score: Raw -1907647.395354 + Penalty 3255.058773 = -1904392.336580
  nChanged 7
		SP:Iteration 60F (96990.150000 sec): 3 clusters
  Score: Raw -1907648.106357 + Penalty 3255.058773 = -1904393.047584
  nChanged 10
		SP:Iteration 61Q (96990.460000 sec): 3 clusters
  Score: Raw -1907649.154428 + Penalty 3255.058773 = -1904394.095655
  nChanged 8
		SP:Iteration 62Q (96990.740000 sec): 3 clusters
  Score: Raw -1907649.924648 + Penalty 3255.058773 = -1904394.865875
  nChanged 4
		SP:Iteration 63Q (96991.050000 sec): 3 clusters
  Score: Raw -1907650.488511 + Penalty 3255.058773 = -1904395.429738
  nChanged 3
		SP:Iteration 64Q (96991.390000 sec): 3 clusters
  Score: Raw -1907650.744151 + Penalty 3255.058773 = -1904395.685378
  nChanged 0
		SP:Iteration 65F (96991.680000 sec): 3 clusters
  Score: Raw -1907650.744151 + Penalty 3255.058773 = -1904395.685378
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 35 (9699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96991.820000 sec): 2 clusters
  Score: Raw -842720.948638 + Penalty 1491.713936 = -841229.234702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96991.960000 sec): 3 clusters
  Score: Raw -837204.630597 + Penalty 2983.427872 = -834221.202725
  nChanged 4207
		SP:Iteration 1F (96992.220000 sec): 3 clusters
  Score: Raw -839555.832597 + Penalty 2983.427872 = -836572.404725
  nChanged 691
		SP:Iteration 2F (96992.360000 sec): 3 clusters
  Score: Raw -839947.028158 + Penalty 2983.427872 = -836963.600286
  nChanged 630
		SP:Iteration 3F (96992.610000 sec): 3 clusters
  Score: Raw -840349.436002 + Penalty 2983.427872 = -837366.008131
  nChanged 621
		SP:Iteration 4F (96992.840000 sec): 3 clusters
  Score: Raw -840726.871222 + Penalty 2983.427872 = -837743.443351
  nChanged 579
		SP:Iteration 5F (96993.090000 sec): 3 clusters
  Score: Raw -841057.152733 + Penalty 2983.427872 = -838073.724862
  nChanged 482
		SP:Iteration 6Q (96993.310000 sec): 3 clusters
  Score: Raw -841319.564044 + Penalty 2983.427872 = -838336.136172
  nChanged 404
		SP:Iteration 7Q (96993.560000 sec): 3 clusters
  Score: Raw -841516.111197 + Penalty 2983.427872 = -838532.683325
  nChanged 297
		SP:Iteration 8Q (96993.800000 sec): 3 clusters
  Score: Raw -841637.651203 + Penalty 2983.427872 = -838654.223331
  nChanged 229
		SP:Iteration 9Q (96993.990000 sec): 3 clusters
  Score: Raw -841730.102383 + Penalty 2983.427872 = -838746.674511
  nChanged 208
		SP:Iteration 10Q (96994.200000 sec): 3 clusters
  Score: Raw -841819.444522 + Penalty 2983.427872 = -838836.016650
  nChanged 197
		SP:Iteration 11Q (96994.330000 sec): 3 clusters
  Score: Raw -841908.964048 + Penalty 2983.427872 = -838925.536176
  nChanged 168
		SP:Iteration 12Q (96994.500000 sec): 3 clusters
  Score: Raw -842001.334765 + Penalty 2983.427872 = -839017.906894
  nChanged 160
		SP:Iteration 13Q (96994.710000 sec): 3 clusters
  Score: Raw -842094.269328 + Penalty 2983.427872 = -839110.841456
  nChanged 187
		SP:Iteration 14Q (96994.890000 sec): 3 clusters
  Score: Raw -842220.258970 + Penalty 2983.427872 = -839236.831099
  nChanged 199
		SP:Iteration 15Q (96995.110000 sec): 3 clusters
  Score: Raw -842359.755067 + Penalty 2983.427872 = -839376.327195
  nChanged 175
		SP:Iteration 16Q (96995.240000 sec): 3 clusters
  Score: Raw -842488.317395 + Penalty 2983.427872 = -839504.889523
  nChanged 154
		SP:Iteration 17Q (96995.440000 sec): 3 clusters
  Score: Raw -842579.189104 + Penalty 2983.427872 = -839595.761233
  nChanged 116
		SP:Iteration 18Q (96995.670000 sec): 3 clusters
  Score: Raw -842645.225331 + Penalty 2983.427872 = -839661.797459
  nChanged 95
		SP:Iteration 19Q (96995.890000 sec): 3 clusters
  Score: Raw -842693.000701 + Penalty 2983.427872 = -839709.572829
  nChanged 71
		SP:Iteration 20F (96996.060000 sec): 3 clusters
  Score: Raw -842721.315374 + Penalty 2983.427872 = -839737.887503
  nChanged 55
		SP:Iteration 21Q (96996.290000 sec): 3 clusters
  Score: Raw -842740.612941 + Penalty 2983.427872 = -839757.185069
  nChanged 47
		SP:Iteration 22Q (96996.510000 sec): 3 clusters
  Score: Raw -842755.048353 + Penalty 2983.427872 = -839771.620482
  nChanged 40
		SP:Iteration 23Q (96996.720000 sec): 3 clusters
  Score: Raw -842765.322839 + Penalty 2983.427872 = -839781.894967
  nChanged 29
		SP:Iteration 24Q (96996.930000 sec): 3 clusters
  Score: Raw -842772.797261 + Penalty 2983.427872 = -839789.369389
  nChanged 29
		SP:Iteration 25Q (96997.150000 sec): 3 clusters
  Score: Raw -842780.580044 + Penalty 2983.427872 = -839797.152173
  nChanged 26
		SP:Iteration 26Q (96997.330000 sec): 3 clusters
  Score: Raw -842789.026396 + Penalty 2983.427872 = -839805.598525
  nChanged 25
		SP:Iteration 27Q (96997.500000 sec): 3 clusters
  Score: Raw -842797.320636 + Penalty 2983.427872 = -839813.892764
  nChanged 30
		SP:Iteration 28Q (96997.690000 sec): 3 clusters
  Score: Raw -842803.671491 + Penalty 2983.427872 = -839820.243620
  nChanged 26
		SP:Iteration 29Q (96997.860000 sec): 3 clusters
  Score: Raw -842810.830347 + Penalty 2983.427872 = -839827.402475
  nChanged 26
		SP:Iteration 30Q (96998.040000 sec): 3 clusters
  Score: Raw -842819.521626 + Penalty 2983.427872 = -839836.093754
  nChanged 31
		SP:Iteration 31Q (96998.220000 sec): 3 clusters
  Score: Raw -842826.836833 + Penalty 2983.427872 = -839843.408961
  nChanged 20
		SP:Iteration 32Q (96998.410000 sec): 3 clusters
  Score: Raw -842831.205887 + Penalty 2983.427872 = -839847.778016
  nChanged 15
		SP:Iteration 33Q (96998.580000 sec): 3 clusters
  Score: Raw -842835.627265 + Penalty 2983.427872 = -839852.199393
  nChanged 13
		SP:Iteration 34Q (96998.790000 sec): 3 clusters
  Score: Raw -842837.795615 + Penalty 2983.427872 = -839854.367743
  nChanged 9
		SP:Iteration 35Q (96998.930000 sec): 3 clusters
  Score: Raw -842839.413324 + Penalty 2983.427872 = -839855.985453
  nChanged 8
		SP:Iteration 36Q (96999.100000 sec): 3 clusters
  Score: Raw -842840.569315 + Penalty 2983.427872 = -839857.141444
  nChanged 10
		SP:Iteration 37Q (96999.270000 sec): 3 clusters
  Score: Raw -842842.215926 + Penalty 2983.427872 = -839858.788054
  nChanged 7
		SP:Iteration 38Q (96999.440000 sec): 3 clusters
  Score: Raw -842843.749946 + Penalty 2983.427872 = -839860.322075
  nChanged 12
		SP:Iteration 39Q (96999.620000 sec): 3 clusters
  Score: Raw -842846.133214 + Penalty 2983.427872 = -839862.705343
  nChanged 14
		SP:Iteration 40F (96999.800000 sec): 3 clusters
  Score: Raw -842848.792372 + Penalty 2983.427872 = -839865.364501
  nChanged 8
		SP:Iteration 41Q (97000.010000 sec): 3 clusters
  Score: Raw -842850.598983 + Penalty 2983.427872 = -839867.171111
  nChanged 14
		SP:Iteration 42Q (97000.160000 sec): 3 clusters
  Score: Raw -842853.660406 + Penalty 2983.427872 = -839870.232534
  nChanged 13
		SP:Iteration 43Q (97000.270000 sec): 3 clusters
  Score: Raw -842855.768053 + Penalty 2983.427872 = -839872.340182
  nChanged 8
		SP:Iteration 44Q (97000.490000 sec): 3 clusters
  Score: Raw -842856.835210 + Penalty 2983.427872 = -839873.407338
  nChanged 6
		SP:Iteration 45Q (97000.650000 sec): 3 clusters
  Score: Raw -842857.980446 + Penalty 2983.427872 = -839874.552574
  nChanged 5
		SP:Iteration 46Q (97000.850000 sec): 3 clusters
  Score: Raw -842859.143052 + Penalty 2983.427872 = -839875.715181
  nChanged 5
		SP:Iteration 47Q (97001.050000 sec): 3 clusters
  Score: Raw -842859.749673 + Penalty 2983.427872 = -839876.321802
  nChanged 2
		SP:Iteration 48Q (97001.190000 sec): 3 clusters
  Score: Raw -842860.095008 + Penalty 2983.427872 = -839876.667137
  nChanged 2
		SP:Iteration 49Q (97001.350000 sec): 3 clusters
  Score: Raw -842860.488483 + Penalty 2983.427872 = -839877.060611
  nChanged 3
		SP:Iteration 50Q (97001.530000 sec): 3 clusters
  Score: Raw -842860.830913 + Penalty 2983.427872 = -839877.403042
  nChanged 1
		SP:Iteration 51Q (97001.710000 sec): 3 clusters
  Score: Raw -842861.023614 + Penalty 2983.427872 = -839877.595743
  nChanged 1
		SP:Iteration 52Q (97001.890000 sec): 3 clusters
  Score: Raw -842861.234362 + Penalty 2983.427872 = -839877.806491
  nChanged 0
		SP:Iteration 53F (97002.070000 sec): 3 clusters
  Score: Raw -842861.234362 + Penalty 2983.427872 = -839877.806491
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 36 (4144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97002.210000 sec): 2 clusters
  Score: Raw -333318.116620 + Penalty 1353.530227 = -331964.586392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97002.350000 sec): 3 clusters
  Score: Raw -331165.748623 + Penalty 2707.060455 = -328458.688168
  nChanged 1676
		SP:Iteration 1F (97002.550000 sec): 3 clusters
  Score: Raw -332134.300394 + Penalty 2707.060455 = -329427.239939
  nChanged 298
		SP:Iteration 2F (97002.690000 sec): 3 clusters
  Score: Raw -332302.382817 + Penalty 2707.060455 = -329595.322362
  nChanged 251
		SP:Iteration 3F (97002.850000 sec): 3 clusters
  Score: Raw -332444.979888 + Penalty 2707.060455 = -329737.919434
  nChanged 191
		SP:Iteration 4Q (97003.010000 sec): 3 clusters
  Score: Raw -332557.692262 + Penalty 2707.060455 = -329850.631807
  nChanged 187
		SP:Iteration 5Q (97003.170000 sec): 3 clusters
  Score: Raw -332679.568821 + Penalty 2707.060455 = -329972.508366
  nChanged 172
		SP:Iteration 6Q (97003.330000 sec): 3 clusters
  Score: Raw -332787.490791 + Penalty 2707.060455 = -330080.430336
  nChanged 141
		SP:Iteration 7Q (97003.490000 sec): 3 clusters
  Score: Raw -332870.644286 + Penalty 2707.060455 = -330163.583831
  nChanged 125
		SP:Iteration 8Q (97003.650000 sec): 3 clusters
  Score: Raw -332959.318043 + Penalty 2707.060455 = -330252.257588
  nChanged 135
		SP:Iteration 9Q (97003.810000 sec): 3 clusters
  Score: Raw -333052.227737 + Penalty 2707.060455 = -330345.167282
  nChanged 137
		SP:Iteration 10Q (97004.010000 sec): 3 clusters
  Score: Raw -333123.451519 + Penalty 2707.060455 = -330416.391064
  nChanged 95
		SP:Iteration 11Q (97004.150000 sec): 3 clusters
  Score: Raw -333179.727637 + Penalty 2707.060455 = -330472.667182
  nChanged 93
		SP:Iteration 12Q (97004.330000 sec): 3 clusters
  Score: Raw -333228.883070 + Penalty 2707.060455 = -330521.822615
  nChanged 76
		SP:Iteration 13Q (97004.500000 sec): 3 clusters
  Score: Raw -333266.409788 + Penalty 2707.060455 = -330559.349333
  nChanged 62
		SP:Iteration 14Q (97004.680000 sec): 3 clusters
  Score: Raw -333293.274050 + Penalty 2707.060455 = -330586.213596
  nChanged 60
		SP:Iteration 15Q (97004.850000 sec): 3 clusters
  Score: Raw -333322.811190 + Penalty 2707.060455 = -330615.750735
  nChanged 57
		SP:Iteration 16Q (97005.030000 sec): 3 clusters
  Score: Raw -333347.987204 + Penalty 2707.060455 = -330640.926749
  nChanged 52
		SP:Iteration 17Q (97005.210000 sec): 3 clusters
  Score: Raw -333367.452397 + Penalty 2707.060455 = -330660.391942
  nChanged 45
		SP:Iteration 18Q (97005.380000 sec): 3 clusters
  Score: Raw -333384.627365 + Penalty 2707.060455 = -330677.566910
  nChanged 51
		SP:Iteration 19Q (97005.560000 sec): 3 clusters
  Score: Raw -333405.324154 + Penalty 2707.060455 = -330698.263699
  nChanged 35
		SP:Iteration 20F (97005.730000 sec): 3 clusters
  Score: Raw -333416.519974 + Penalty 2707.060455 = -330709.459519
  nChanged 30
		SP:Iteration 21Q (97005.910000 sec): 3 clusters
  Score: Raw -333426.464044 + Penalty 2707.060455 = -330719.403590
  nChanged 21
		SP:Iteration 22Q (97006.080000 sec): 3 clusters
  Score: Raw -333436.899277 + Penalty 2707.060455 = -330729.838823
  nChanged 34
		SP:Iteration 23Q (97006.260000 sec): 3 clusters
  Score: Raw -333451.175751 + Penalty 2707.060455 = -330744.115296
  nChanged 29
		SP:Iteration 24Q (97006.430000 sec): 3 clusters
  Score: Raw -333459.999840 + Penalty 2707.060455 = -330752.939386
  nChanged 18
		SP:Iteration 25Q (97006.600000 sec): 3 clusters
  Score: Raw -333466.554895 + Penalty 2707.060455 = -330759.494441
  nChanged 20
		SP:Iteration 26Q (97006.780000 sec): 3 clusters
  Score: Raw -333472.517841 + Penalty 2707.060455 = -330765.457386
  nChanged 17
		SP:Iteration 27Q (97006.950000 sec): 3 clusters
  Score: Raw -333479.341990 + Penalty 2707.060455 = -330772.281535
  nChanged 20
		SP:Iteration 28Q (97007.130000 sec): 3 clusters
  Score: Raw -333485.900963 + Penalty 2707.060455 = -330778.840509
  nChanged 15
		SP:Iteration 29Q (97007.300000 sec): 3 clusters
  Score: Raw -333490.715910 + Penalty 2707.060455 = -330783.655455
  nChanged 9
		SP:Iteration 30Q (97007.470000 sec): 3 clusters
  Score: Raw -333492.972945 + Penalty 2707.060455 = -330785.912490
  nChanged 5
		SP:Iteration 31Q (97007.650000 sec): 3 clusters
  Score: Raw -333493.949363 + Penalty 2707.060455 = -330786.888908
  nChanged 8
		SP:Iteration 32Q (97007.820000 sec): 3 clusters
  Score: Raw -333495.913920 + Penalty 2707.060455 = -330788.853465
  nChanged 5
		SP:Iteration 33Q (97007.990000 sec): 3 clusters
  Score: Raw -333496.984079 + Penalty 2707.060455 = -330789.923625
  nChanged 1
		SP:Iteration 34Q (97008.170000 sec): 3 clusters
  Score: Raw -333497.079076 + Penalty 2707.060455 = -330790.018622
  nChanged 1
		SP:Iteration 35Q (97008.340000 sec): 3 clusters
  Score: Raw -333497.433757 + Penalty 2707.060455 = -330790.373302
  nChanged 4
		SP:Iteration 36Q (97008.510000 sec): 3 clusters
  Score: Raw -333498.688900 + Penalty 2707.060455 = -330791.628445
  nChanged 7
		SP:Iteration 37Q (97008.690000 sec): 3 clusters
  Score: Raw -333500.017136 + Penalty 2707.060455 = -330792.956681
  nChanged 4
		SP:Iteration 38Q (97008.860000 sec): 3 clusters
  Score: Raw -333500.832662 + Penalty 2707.060455 = -330793.772207
  nChanged 6
		SP:Iteration 39Q (97009.030000 sec): 3 clusters
  Score: Raw -333503.423218 + Penalty 2707.060455 = -330796.362763
  nChanged 12
		SP:Iteration 40F (97009.210000 sec): 3 clusters
  Score: Raw -333508.950643 + Penalty 2707.060455 = -330801.890188
  nChanged 14
		SP:Iteration 41Q (97009.380000 sec): 3 clusters
  Score: Raw -333513.399140 + Penalty 2707.060455 = -330806.338685
  nChanged 10
		SP:Iteration 42Q (97009.550000 sec): 3 clusters
  Score: Raw -333516.166112 + Penalty 2707.060455 = -330809.105657
  nChanged 10
		SP:Iteration 43Q (97009.720000 sec): 3 clusters
  Score: Raw -333520.360574 + Penalty 2707.060455 = -330813.300119
  nChanged 8
		SP:Iteration 44Q (97009.880000 sec): 3 clusters
  Score: Raw -333522.847852 + Penalty 2707.060455 = -330815.787397
  nChanged 5
		SP:Iteration 45Q (97010.040000 sec): 3 clusters
  Score: Raw -333525.271302 + Penalty 2707.060455 = -330818.210847
  nChanged 11
		SP:Iteration 46Q (97010.200000 sec): 3 clusters
  Score: Raw -333528.626979 + Penalty 2707.060455 = -330821.566524
  nChanged 7
		SP:Iteration 47Q (97010.370000 sec): 3 clusters
  Score: Raw -333530.675077 + Penalty 2707.060455 = -330823.614622
  nChanged 6
		SP:Iteration 48Q (97010.550000 sec): 3 clusters
  Score: Raw -333532.633414 + Penalty 2707.060455 = -330825.572960
  nChanged 7
		SP:Iteration 49Q (97010.720000 sec): 3 clusters
  Score: Raw -333535.433577 + Penalty 2707.060455 = -330828.373123
  nChanged 5
		SP:Iteration 50Q (97010.890000 sec): 3 clusters
  Score: Raw -333536.242411 + Penalty 2707.060455 = -330829.181957
  nChanged 4
		SP:Iteration 51Q (97011.070000 sec): 3 clusters
  Score: Raw -333537.197691 + Penalty 2707.060455 = -330830.137237
  nChanged 5
		SP:Iteration 52Q (97011.240000 sec): 3 clusters
  Score: Raw -333538.514285 + Penalty 2707.060455 = -330831.453830
  nChanged 4
		SP:Iteration 53Q (97011.420000 sec): 3 clusters
  Score: Raw -333539.232371 + Penalty 2707.060455 = -330832.171916
  nChanged 3
		SP:Iteration 54Q (97011.590000 sec): 3 clusters
  Score: Raw -333540.421978 + Penalty 2707.060455 = -330833.361523
  nChanged 4
		SP:Iteration 55Q (97011.760000 sec): 3 clusters
  Score: Raw -333541.571405 + Penalty 2707.060455 = -330834.510950
  nChanged 1
		SP:Iteration 56Q (97011.940000 sec): 3 clusters
  Score: Raw -333542.392672 + Penalty 2707.060455 = -330835.332217
  nChanged 3
		SP:Iteration 57Q (97012.120000 sec): 3 clusters
  Score: Raw -333543.125622 + Penalty 2707.060455 = -330836.065167
  nChanged 3
		SP:Iteration 58Q (97012.340000 sec): 3 clusters
  Score: Raw -333543.715269 + Penalty 2707.060455 = -330836.654814
  nChanged 3
		SP:Iteration 59Q (97012.520000 sec): 3 clusters
  Score: Raw -333544.298208 + Penalty 2707.060455 = -330837.237753
  nChanged 1
		SP:Iteration 60F (97012.680000 sec): 3 clusters
  Score: Raw -333544.340345 + Penalty 2707.060455 = -330837.279890
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 37 (157907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97013.560000 sec): 2 clusters
  Score: Raw -13551216.701828 + Penalty 1945.086249 = -13549271.615579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97014.660000 sec): 3 clusters
  Score: Raw -13447109.524786 + Penalty 3890.172498 = -13443219.352288
  nChanged 76534
		SP:Iteration 1F (97015.760000 sec): 3 clusters
  Score: Raw -13492127.087556 + Penalty 3890.172498 = -13488236.915058
  nChanged 5105
		SP:Iteration 2Q (97017.000000 sec): 3 clusters
  Score: Raw -13493495.720236 + Penalty 3890.172498 = -13489605.547738
  nChanged 5871
		SP:Iteration 3Q (97018.320000 sec): 3 clusters
  Score: Raw -13495512.356190 + Penalty 3890.172498 = -13491622.183692
  nChanged 7285
		SP:Iteration 4Q (97019.550000 sec): 3 clusters
  Score: Raw -13498875.861183 + Penalty 3890.172498 = -13494985.688685
  nChanged 9279
		SP:Iteration 5F (97020.710000 sec): 3 clusters
  Score: Raw -13504695.040889 + Penalty 3890.172498 = -13500804.868392
  nChanged 11362
		SP:Iteration 6F (97021.800000 sec): 3 clusters
  Score: Raw -13513702.427390 + Penalty 3890.172498 = -13509812.254893
  nChanged 12283
		SP:Iteration 7F (97022.930000 sec): 3 clusters
  Score: Raw -13524978.201961 + Penalty 3890.172498 = -13521088.029464
  nChanged 10758
		SP:Iteration 8F (97024.000000 sec): 3 clusters
  Score: Raw -13535316.114220 + Penalty 3890.172498 = -13531425.941722
  nChanged 7750
		SP:Iteration 9Q (97025.200000 sec): 3 clusters
  Score: Raw -13542778.593147 + Penalty 3890.172498 = -13538888.420649
  nChanged 4810
		SP:Iteration 10Q (97026.380000 sec): 3 clusters
  Score: Raw -13547161.830049 + Penalty 3890.172498 = -13543271.657551
  nChanged 2869
		SP:Iteration 11Q (97027.540000 sec): 3 clusters
  Score: Raw -13549478.649118 + Penalty 3890.172498 = -13545588.476620
  nChanged 1762
		SP:Iteration 12Q (97028.790000 sec): 3 clusters
  Score: Raw -13550699.703344 + Penalty 3890.172498 = -13546809.530847
  nChanged 1151
		SP:Iteration 13Q (97030.000000 sec): 3 clusters
  Score: Raw -13551372.441406 + Penalty 3890.172498 = -13547482.268909
  nChanged 738
		SP:Iteration 14Q (97031.210000 sec): 3 clusters
  Score: Raw -13551740.404475 + Penalty 3890.172498 = -13547850.231977
  nChanged 509
		SP:Iteration 15Q (97032.390000 sec): 3 clusters
  Score: Raw -13551970.652405 + Penalty 3890.172498 = -13548080.479907
  nChanged 387
		SP:Iteration 16Q (97033.640000 sec): 3 clusters
  Score: Raw -13552123.197130 + Penalty 3890.172498 = -13548233.024633
  nChanged 287
		SP:Iteration 17Q (97034.840000 sec): 3 clusters
  Score: Raw -13552213.668080 + Penalty 3890.172498 = -13548323.495582
  nChanged 183
		SP:Iteration 18Q (97036.020000 sec): 3 clusters
  Score: Raw -13552264.330360 + Penalty 3890.172498 = -13548374.157862
  nChanged 134
		SP:Iteration 19Q (97037.210000 sec): 3 clusters
  Score: Raw -13552299.586095 + Penalty 3890.172498 = -13548409.413597
  nChanged 113
		SP:Iteration 20F (97038.390000 sec): 3 clusters
  Score: Raw -13552324.987426 + Penalty 3890.172498 = -13548434.814928
  nChanged 90
		SP:Iteration 21Q (97039.510000 sec): 3 clusters
  Score: Raw -13552342.426576 + Penalty 3890.172498 = -13548452.254079
  nChanged 71
		SP:Iteration 22Q (97040.700000 sec): 3 clusters
  Score: Raw -13552355.891196 + Penalty 3890.172498 = -13548465.718699
  nChanged 50
		SP:Iteration 23Q (97041.930000 sec): 3 clusters
  Score: Raw -13552364.185668 + Penalty 3890.172498 = -13548474.013170
  nChanged 41
		SP:Iteration 24Q (97043.150000 sec): 3 clusters
  Score: Raw -13552370.816158 + Penalty 3890.172498 = -13548480.643660
  nChanged 28
		SP:Iteration 25Q (97044.320000 sec): 3 clusters
  Score: Raw -13552374.930647 + Penalty 3890.172498 = -13548484.758150
  nChanged 23
		SP:Iteration 26Q (97045.460000 sec): 3 clusters
  Score: Raw -13552378.492445 + Penalty 3890.172498 = -13548488.319947
  nChanged 13
		SP:Iteration 27Q (97046.630000 sec): 3 clusters
  Score: Raw -13552380.113514 + Penalty 3890.172498 = -13548489.941017
  nChanged 12
		SP:Iteration 28Q (97047.760000 sec): 3 clusters
  Score: Raw -13552381.683420 + Penalty 3890.172498 = -13548491.510922
  nChanged 8
		SP:Iteration 29Q (97048.780000 sec): 3 clusters
  Score: Raw -13552382.753187 + Penalty 3890.172498 = -13548492.580690
  nChanged 7
		SP:Iteration 30Q (97050.050000 sec): 3 clusters
  Score: Raw -13552383.335849 + Penalty 3890.172498 = -13548493.163351
  nChanged 4
		SP:Iteration 31Q (97051.260000 sec): 3 clusters
  Score: Raw -13552383.576848 + Penalty 3890.172498 = -13548493.404350
  nChanged 3
		SP:Iteration 32Q (97052.520000 sec): 3 clusters
  Score: Raw -13552383.777725 + Penalty 3890.172498 = -13548493.605227
  nChanged 2
		SP:Iteration 33Q (97053.780000 sec): 3 clusters
  Score: Raw -13552384.006583 + Penalty 3890.172498 = -13548493.834085
  nChanged 3
		SP:Iteration 34Q (97055.000000 sec): 3 clusters
  Score: Raw -13552384.405723 + Penalty 3890.172498 = -13548494.233226
  nChanged 3
		SP:Iteration 35Q (97056.200000 sec): 3 clusters
  Score: Raw -13552384.646998 + Penalty 3890.172498 = -13548494.474500
  nChanged 1
		SP:Iteration 36Q (97057.420000 sec): 3 clusters
  Score: Raw -13552384.739266 + Penalty 3890.172498 = -13548494.566769
  nChanged 0
		SP:Iteration 37F (97058.630000 sec): 3 clusters
  Score: Raw -13552384.739266 + Penalty 3890.172498 = -13548494.566769
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 38 (10335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97058.790000 sec): 2 clusters
  Score: Raw -836413.157266 + Penalty 1502.034864 = -834911.122402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97059.060000 sec): 3 clusters
  Score: Raw -830468.325202 + Penalty 3004.069728 = -827464.255473
  nChanged 4498
		SP:Iteration 1F (97059.260000 sec): 3 clusters
  Score: Raw -832917.832647 + Penalty 3004.069728 = -829913.762918
  nChanged 692
		SP:Iteration 2F (97059.470000 sec): 3 clusters
  Score: Raw -833248.548104 + Penalty 3004.069728 = -830244.478375
  nChanged 566
		SP:Iteration 3F (97059.700000 sec): 3 clusters
  Score: Raw -833514.464596 + Penalty 3004.069728 = -830510.394868
  nChanged 536
		SP:Iteration 4F (97059.840000 sec): 3 clusters
  Score: Raw -833738.158253 + Penalty 3004.069728 = -830734.088525
  nChanged 462
		SP:Iteration 5Q (97060.030000 sec): 3 clusters
  Score: Raw -833931.212161 + Penalty 3004.069728 = -830927.142432
  nChanged 415
		SP:Iteration 6Q (97060.210000 sec): 3 clusters
  Score: Raw -834121.421677 + Penalty 3004.069728 = -831117.351948
  nChanged 400
		SP:Iteration 7Q (97060.390000 sec): 3 clusters
  Score: Raw -834328.463460 + Penalty 3004.069728 = -831324.393732
  nChanged 384
		SP:Iteration 8Q (97060.570000 sec): 3 clusters
  Score: Raw -834528.153628 + Penalty 3004.069728 = -831524.083900
  nChanged 369
		SP:Iteration 9Q (97060.750000 sec): 3 clusters
  Score: Raw -834721.776790 + Penalty 3004.069728 = -831717.707062
  nChanged 361
		SP:Iteration 10Q (97060.920000 sec): 3 clusters
  Score: Raw -834928.624865 + Penalty 3004.069728 = -831924.555136
  nChanged 371
		SP:Iteration 11Q (97061.100000 sec): 3 clusters
  Score: Raw -835129.873265 + Penalty 3004.069728 = -832125.803537
  nChanged 344
		SP:Iteration 12Q (97061.310000 sec): 3 clusters
  Score: Raw -835337.244017 + Penalty 3004.069728 = -832333.174288
  nChanged 329
		SP:Iteration 13Q (97061.460000 sec): 3 clusters
  Score: Raw -835530.002685 + Penalty 3004.069728 = -832525.932957
  nChanged 276
		SP:Iteration 14Q (97061.630000 sec): 3 clusters
  Score: Raw -835681.304612 + Penalty 3004.069728 = -832677.234883
  nChanged 251
		SP:Iteration 15Q (97061.800000 sec): 3 clusters
  Score: Raw -835819.721635 + Penalty 3004.069728 = -832815.651907
  nChanged 249
		SP:Iteration 16Q (97062.010000 sec): 3 clusters
  Score: Raw -835953.564081 + Penalty 3004.069728 = -832949.494353
  nChanged 218
		SP:Iteration 17Q (97062.240000 sec): 3 clusters
  Score: Raw -836059.680332 + Penalty 3004.069728 = -833055.610603
  nChanged 180
		SP:Iteration 18Q (97062.460000 sec): 3 clusters
  Score: Raw -836135.208322 + Penalty 3004.069728 = -833131.138593
  nChanged 126
		SP:Iteration 19Q (97062.640000 sec): 3 clusters
  Score: Raw -836187.764357 + Penalty 3004.069728 = -833183.694628
  nChanged 116
		SP:Iteration 20F (97062.850000 sec): 3 clusters
  Score: Raw -836233.443693 + Penalty 3004.069728 = -833229.373965
  nChanged 119
		SP:Iteration 21Q (97063.020000 sec): 3 clusters
  Score: Raw -836285.009216 + Penalty 3004.069728 = -833280.939487
  nChanged 110
		SP:Iteration 22Q (97063.230000 sec): 3 clusters
  Score: Raw -836337.786979 + Penalty 3004.069728 = -833333.717250
  nChanged 94
		SP:Iteration 23Q (97063.430000 sec): 3 clusters
  Score: Raw -836378.057978 + Penalty 3004.069728 = -833373.988250
  nChanged 86
		SP:Iteration 24Q (97063.630000 sec): 3 clusters
  Score: Raw -836416.481590 + Penalty 3004.069728 = -833412.411861
  nChanged 84
		SP:Iteration 25Q (97063.760000 sec): 3 clusters
  Score: Raw -836448.845969 + Penalty 3004.069728 = -833444.776240
  nChanged 60
		SP:Iteration 26Q (97063.960000 sec): 3 clusters
  Score: Raw -836472.937511 + Penalty 3004.069728 = -833468.867783
  nChanged 55
		SP:Iteration 27Q (97064.180000 sec): 3 clusters
  Score: Raw -836498.654229 + Penalty 3004.069728 = -833494.584500
  nChanged 64
		SP:Iteration 28Q (97064.350000 sec): 3 clusters
  Score: Raw -836528.263203 + Penalty 3004.069728 = -833524.193475
  nChanged 43
		SP:Iteration 29Q (97064.540000 sec): 3 clusters
  Score: Raw -836544.466329 + Penalty 3004.069728 = -833540.396600
  nChanged 35
		SP:Iteration 30Q (97064.730000 sec): 3 clusters
  Score: Raw -836560.373439 + Penalty 3004.069728 = -833556.303711
  nChanged 36
		SP:Iteration 31Q (97064.930000 sec): 3 clusters
  Score: Raw -836575.236947 + Penalty 3004.069728 = -833571.167219
  nChanged 36
		SP:Iteration 32Q (97065.120000 sec): 3 clusters
  Score: Raw -836589.598721 + Penalty 3004.069728 = -833585.528993
  nChanged 31
		SP:Iteration 33Q (97065.320000 sec): 3 clusters
  Score: Raw -836602.026234 + Penalty 3004.069728 = -833597.956505
  nChanged 32
		SP:Iteration 34Q (97065.490000 sec): 3 clusters
  Score: Raw -836614.848844 + Penalty 3004.069728 = -833610.779116
  nChanged 29
		SP:Iteration 35Q (97065.690000 sec): 3 clusters
  Score: Raw -836626.512627 + Penalty 3004.069728 = -833622.442898
  nChanged 24
		SP:Iteration 36Q (97065.980000 sec): 3 clusters
  Score: Raw -836638.364806 + Penalty 3004.069728 = -833634.295078
  nChanged 26
		SP:Iteration 37Q (97066.140000 sec): 3 clusters
  Score: Raw -836647.151628 + Penalty 3004.069728 = -833643.081900
  nChanged 21
		SP:Iteration 38Q (97066.350000 sec): 3 clusters
  Score: Raw -836653.720426 + Penalty 3004.069728 = -833649.650697
  nChanged 10
		SP:Iteration 39Q (97066.550000 sec): 3 clusters
  Score: Raw -836657.114467 + Penalty 3004.069728 = -833653.044739
  nChanged 11
		SP:Iteration 40F (97066.770000 sec): 3 clusters
  Score: Raw -836660.048675 + Penalty 3004.069728 = -833655.978947
  nChanged 7
		SP:Iteration 41Q (97066.990000 sec): 3 clusters
  Score: Raw -836661.386309 + Penalty 3004.069728 = -833657.316580
  nChanged 9
		SP:Iteration 42Q (97067.210000 sec): 3 clusters
  Score: Raw -836663.246880 + Penalty 3004.069728 = -833659.177152
  nChanged 6
		SP:Iteration 43Q (97067.430000 sec): 3 clusters
  Score: Raw -836664.886198 + Penalty 3004.069728 = -833660.816469
  nChanged 5
		SP:Iteration 44Q (97067.650000 sec): 3 clusters
  Score: Raw -836666.213996 + Penalty 3004.069728 = -833662.144268
  nChanged 4
		SP:Iteration 45Q (97067.870000 sec): 3 clusters
  Score: Raw -836667.003939 + Penalty 3004.069728 = -833662.934211
  nChanged 1
		SP:Iteration 46Q (97068.090000 sec): 3 clusters
  Score: Raw -836667.181382 + Penalty 3004.069728 = -833663.111654
  nChanged 2
		SP:Iteration 47Q (97068.290000 sec): 3 clusters
  Score: Raw -836667.620218 + Penalty 3004.069728 = -833663.550489
  nChanged 4
		SP:Iteration 48Q (97068.510000 sec): 3 clusters
  Score: Raw -836669.083424 + Penalty 3004.069728 = -833665.013696
  nChanged 7
		SP:Iteration 49Q (97068.710000 sec): 3 clusters
  Score: Raw -836670.836790 + Penalty 3004.069728 = -833666.767062
  nChanged 5
		SP:Iteration 50Q (97068.920000 sec): 3 clusters
  Score: Raw -836671.903856 + Penalty 3004.069728 = -833667.834128
  nChanged 3
		SP:Iteration 51Q (97069.140000 sec): 3 clusters
  Score: Raw -836672.953699 + Penalty 3004.069728 = -833668.883971
  nChanged 5
		SP:Iteration 52Q (97069.360000 sec): 3 clusters
  Score: Raw -836674.457909 + Penalty 3004.069728 = -833670.388181
  nChanged 6
		SP:Iteration 53Q (97069.590000 sec): 3 clusters
  Score: Raw -836676.179895 + Penalty 3004.069728 = -833672.110167
  nChanged 8
		SP:Iteration 54Q (97069.810000 sec): 3 clusters
  Score: Raw -836678.812472 + Penalty 3004.069728 = -833674.742744
  nChanged 7
		SP:Iteration 55Q (97070.030000 sec): 3 clusters
  Score: Raw -836681.771224 + Penalty 3004.069728 = -833677.701495
  nChanged 5
		SP:Iteration 56Q (97070.240000 sec): 3 clusters
  Score: Raw -836683.025729 + Penalty 3004.069728 = -833678.956000
  nChanged 3
		SP:Iteration 57Q (97070.450000 sec): 3 clusters
  Score: Raw -836683.707593 + Penalty 3004.069728 = -833679.637864
  nChanged 5
		SP:Iteration 58Q (97070.670000 sec): 3 clusters
  Score: Raw -836685.447780 + Penalty 3004.069728 = -833681.378051
  nChanged 4
		SP:Iteration 59Q (97070.870000 sec): 3 clusters
  Score: Raw -836686.322661 + Penalty 3004.069728 = -833682.252932
  nChanged 3
		SP:Iteration 60F (97071.090000 sec): 3 clusters
  Score: Raw -836686.909007 + Penalty 3004.069728 = -833682.839279
  nChanged 1
		SP:Iteration 61Q (97071.340000 sec): 3 clusters
  Score: Raw -836687.179197 + Penalty 3004.069728 = -833683.109469
  nChanged 1
		SP:Iteration 62Q (97071.550000 sec): 3 clusters
  Score: Raw -836687.294364 + Penalty 3004.069728 = -833683.224635
  nChanged 0
		SP:Iteration 63F (97071.770000 sec): 3 clusters
  Score: Raw -836687.294364 + Penalty 3004.069728 = -833683.224635
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 39 (3447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97071.880000 sec): 2 clusters
  Score: Raw -297151.009143 + Penalty 1323.604680 = -295827.404464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97072.040000 sec): 3 clusters
  Score: Raw -295478.220193 + Penalty 2647.209359 = -292831.010834
  nChanged 1337
		SP:Iteration 1F (97072.220000 sec): 3 clusters
  Score: Raw -296217.813627 + Penalty 2647.209359 = -293570.604268
  nChanged 219
		SP:Iteration 2F (97072.390000 sec): 3 clusters
  Score: Raw -296343.976373 + Penalty 2647.209359 = -293696.767014
  nChanged 189
		SP:Iteration 3F (97072.570000 sec): 3 clusters
  Score: Raw -296448.303112 + Penalty 2647.209359 = -293801.093752
  nChanged 127
		SP:Iteration 4Q (97072.750000 sec): 3 clusters
  Score: Raw -296511.852636 + Penalty 2647.209359 = -293864.643276
  nChanged 99
		SP:Iteration 5Q (97072.920000 sec): 3 clusters
  Score: Raw -296561.476160 + Penalty 2647.209359 = -293914.266801
  nChanged 90
		SP:Iteration 6Q (97073.100000 sec): 3 clusters
  Score: Raw -296604.331374 + Penalty 2647.209359 = -293957.122014
  nChanged 81
		SP:Iteration 7Q (97073.270000 sec): 3 clusters
  Score: Raw -296644.747079 + Penalty 2647.209359 = -293997.537719
  nChanged 74
		SP:Iteration 8Q (97073.450000 sec): 3 clusters
  Score: Raw -296676.953331 + Penalty 2647.209359 = -294029.743972
  nChanged 63
		SP:Iteration 9Q (97073.630000 sec): 3 clusters
  Score: Raw -296708.814223 + Penalty 2647.209359 = -294061.604864
  nChanged 64
		SP:Iteration 10Q (97073.800000 sec): 3 clusters
  Score: Raw -296737.810501 + Penalty 2647.209359 = -294090.601142
  nChanged 49
		SP:Iteration 11Q (97073.980000 sec): 3 clusters
  Score: Raw -296760.259608 + Penalty 2647.209359 = -294113.050249
  nChanged 46
		SP:Iteration 12Q (97074.150000 sec): 3 clusters
  Score: Raw -296781.937586 + Penalty 2647.209359 = -294134.728227
  nChanged 51
		SP:Iteration 13Q (97074.330000 sec): 3 clusters
  Score: Raw -296809.655110 + Penalty 2647.209359 = -294162.445751
  nChanged 58
		SP:Iteration 14Q (97074.460000 sec): 3 clusters
  Score: Raw -296837.827980 + Penalty 2647.209359 = -294190.618621
  nChanged 55
		SP:Iteration 15Q (97074.640000 sec): 3 clusters
  Score: Raw -296863.280027 + Penalty 2647.209359 = -294216.070668
  nChanged 52
		SP:Iteration 16Q (97074.810000 sec): 3 clusters
  Score: Raw -296887.847552 + Penalty 2647.209359 = -294240.638193
  nChanged 45
		SP:Iteration 17Q (97074.990000 sec): 3 clusters
  Score: Raw -296908.273905 + Penalty 2647.209359 = -294261.064546
  nChanged 34
		SP:Iteration 18Q (97075.170000 sec): 3 clusters
  Score: Raw -296927.937171 + Penalty 2647.209359 = -294280.727812
  nChanged 39
		SP:Iteration 19Q (97075.340000 sec): 3 clusters
  Score: Raw -296943.178418 + Penalty 2647.209359 = -294295.969059
  nChanged 29
		SP:Iteration 20F (97075.520000 sec): 3 clusters
  Score: Raw -296953.872020 + Penalty 2647.209359 = -294306.662661
  nChanged 30
		SP:Iteration 21Q (97075.620000 sec): 3 clusters
  Score: Raw -296967.134971 + Penalty 2647.209359 = -294319.925611
  nChanged 35
		SP:Iteration 22Q (97075.860000 sec): 3 clusters
  Score: Raw -296982.059453 + Penalty 2647.209359 = -294334.850094
  nChanged 27
		SP:Iteration 23Q (97076.020000 sec): 3 clusters
  Score: Raw -296992.945954 + Penalty 2647.209359 = -294345.736595
  nChanged 28
		SP:Iteration 24Q (97076.190000 sec): 3 clusters
  Score: Raw -297004.085486 + Penalty 2647.209359 = -294356.876127
  nChanged 23
		SP:Iteration 25Q (97076.370000 sec): 3 clusters
  Score: Raw -297013.015945 + Penalty 2647.209359 = -294365.806586
  nChanged 17
		SP:Iteration 26Q (97076.550000 sec): 3 clusters
  Score: Raw -297018.052674 + Penalty 2647.209359 = -294370.843315
  nChanged 13
		SP:Iteration 27Q (97076.720000 sec): 3 clusters
  Score: Raw -297022.230882 + Penalty 2647.209359 = -294375.021523
  nChanged 10
		SP:Iteration 28Q (97076.890000 sec): 3 clusters
  Score: Raw -297025.379445 + Penalty 2647.209359 = -294378.170086
  nChanged 7
		SP:Iteration 29Q (97077.070000 sec): 3 clusters
  Score: Raw -297027.122114 + Penalty 2647.209359 = -294379.912754
  nChanged 4
		SP:Iteration 30Q (97077.250000 sec): 3 clusters
  Score: Raw -297028.798241 + Penalty 2647.209359 = -294381.588882
  nChanged 5
		SP:Iteration 31Q (97077.420000 sec): 3 clusters
  Score: Raw -297030.700363 + Penalty 2647.209359 = -294383.491004
  nChanged 7
		SP:Iteration 32Q (97077.600000 sec): 3 clusters
  Score: Raw -297033.237268 + Penalty 2647.209359 = -294386.027909
  nChanged 7
		SP:Iteration 33Q (97077.770000 sec): 3 clusters
  Score: Raw -297035.056127 + Penalty 2647.209359 = -294387.846767
  nChanged 3
		SP:Iteration 34Q (97077.950000 sec): 3 clusters
  Score: Raw -297035.829957 + Penalty 2647.209359 = -294388.620598
  nChanged 2
		SP:Iteration 35Q (97078.130000 sec): 3 clusters
  Score: Raw -297036.190640 + Penalty 2647.209359 = -294388.981281
  nChanged 5
		SP:Iteration 36Q (97078.300000 sec): 3 clusters
  Score: Raw -297037.768593 + Penalty 2647.209359 = -294390.559234
  nChanged 4
		SP:Iteration 37Q (97078.480000 sec): 3 clusters
  Score: Raw -297038.463901 + Penalty 2647.209359 = -294391.254542
  nChanged 2
		SP:Iteration 38Q (97078.650000 sec): 3 clusters
  Score: Raw -297038.608683 + Penalty 2647.209359 = -294391.399324
  nChanged 2
		SP:Iteration 39Q (97078.830000 sec): 3 clusters
  Score: Raw -297038.773241 + Penalty 2647.209359 = -294391.563882
  nChanged 2
		SP:Iteration 40F (97079.010000 sec): 3 clusters
  Score: Raw -297038.943067 + Penalty 2647.209359 = -294391.733707
  nChanged 1
		SP:Iteration 41Q (97079.110000 sec): 3 clusters
  Score: Raw -297039.044901 + Penalty 2647.209359 = -294391.835542
  nChanged 2
		SP:Iteration 42Q (97079.310000 sec): 3 clusters
  Score: Raw -297039.574605 + Penalty 2647.209359 = -294392.365245
  nChanged 3
		SP:Iteration 43Q (97079.490000 sec): 3 clusters
  Score: Raw -297040.231616 + Penalty 2647.209359 = -294393.022256
  nChanged 1
		SP:Iteration 44Q (97079.670000 sec): 3 clusters
  Score: Raw -297040.573288 + Penalty 2647.209359 = -294393.363929
  nChanged 5
		SP:Iteration 45Q (97079.890000 sec): 3 clusters
  Score: Raw -297042.452623 + Penalty 2647.209359 = -294395.243264
  nChanged 4
		SP:Iteration 46Q (97080.030000 sec): 3 clusters
  Score: Raw -297043.094797 + Penalty 2647.209359 = -294395.885438
  nChanged 0
		SP:Iteration 47F (97080.210000 sec): 3 clusters
  Score: Raw -297043.094797 + Penalty 2647.209359 = -294395.885438
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 40 (6820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97080.330000 sec): 2 clusters
  Score: Raw -568813.814694 + Penalty 1434.487397 = -567379.327297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97080.530000 sec): 3 clusters
  Score: Raw -565157.503417 + Penalty 2868.974794 = -562288.528623
  nChanged 2837
		SP:Iteration 1F (97080.690000 sec): 3 clusters
  Score: Raw -566742.130170 + Penalty 2868.974794 = -563873.155376
  nChanged 455
		SP:Iteration 2F (97080.890000 sec): 3 clusters
  Score: Raw -566978.761610 + Penalty 2868.974794 = -564109.786816
  nChanged 372
		SP:Iteration 3F (97081.050000 sec): 3 clusters
  Score: Raw -567202.468661 + Penalty 2868.974794 = -564333.493867
  nChanged 350
		SP:Iteration 4F (97081.210000 sec): 3 clusters
  Score: Raw -567412.114651 + Penalty 2868.974794 = -564543.139857
  nChanged 337
		SP:Iteration 5Q (97081.410000 sec): 3 clusters
  Score: Raw -567614.123182 + Penalty 2868.974794 = -564745.148388
  nChanged 339
		SP:Iteration 6Q (97081.620000 sec): 3 clusters
  Score: Raw -567828.815101 + Penalty 2868.974794 = -564959.840307
  nChanged 315
		SP:Iteration 7Q (97081.820000 sec): 3 clusters
  Score: Raw -568034.649746 + Penalty 2868.974794 = -565165.674952
  nChanged 329
		SP:Iteration 8Q (97082.010000 sec): 3 clusters
  Score: Raw -568249.754021 + Penalty 2868.974794 = -565380.779227
  nChanged 307
		SP:Iteration 9Q (97082.200000 sec): 3 clusters
  Score: Raw -568459.332248 + Penalty 2868.974794 = -565590.357454
  nChanged 265
		SP:Iteration 10Q (97082.390000 sec): 3 clusters
  Score: Raw -568624.541437 + Penalty 2868.974794 = -565755.566643
  nChanged 211
		SP:Iteration 11Q (97082.580000 sec): 3 clusters
  Score: Raw -568734.604725 + Penalty 2868.974794 = -565865.629931
  nChanged 136
		SP:Iteration 12Q (97082.770000 sec): 3 clusters
  Score: Raw -568804.435723 + Penalty 2868.974794 = -565935.460929
  nChanged 114
		SP:Iteration 13Q (97083.020000 sec): 3 clusters
  Score: Raw -568856.603564 + Penalty 2868.974794 = -565987.628770
  nChanged 93
		SP:Iteration 14Q (97083.210000 sec): 3 clusters
  Score: Raw -568894.201899 + Penalty 2868.974794 = -566025.227105
  nChanged 78
		SP:Iteration 15Q (97083.390000 sec): 3 clusters
  Score: Raw -568924.341310 + Penalty 2868.974794 = -566055.366516
  nChanged 55
		SP:Iteration 16Q (97083.580000 sec): 3 clusters
  Score: Raw -568947.487552 + Penalty 2868.974794 = -566078.512758
  nChanged 43
		SP:Iteration 17Q (97083.770000 sec): 3 clusters
  Score: Raw -568967.916464 + Penalty 2868.974794 = -566098.941670
  nChanged 32
		SP:Iteration 18Q (97083.950000 sec): 3 clusters
  Score: Raw -568986.392822 + Penalty 2868.974794 = -566117.418028
  nChanged 33
		SP:Iteration 19Q (97084.140000 sec): 3 clusters
  Score: Raw -569003.602838 + Penalty 2868.974794 = -566134.628044
  nChanged 26
		SP:Iteration 20F (97084.330000 sec): 3 clusters
  Score: Raw -569017.011489 + Penalty 2868.974794 = -566148.036695
  nChanged 25
		SP:Iteration 21Q (97084.510000 sec): 3 clusters
  Score: Raw -569031.099984 + Penalty 2868.974794 = -566162.125190
  nChanged 29
		SP:Iteration 22Q (97084.700000 sec): 3 clusters
  Score: Raw -569047.621045 + Penalty 2868.974794 = -566178.646251
  nChanged 20
		SP:Iteration 23Q (97084.890000 sec): 3 clusters
  Score: Raw -569058.513700 + Penalty 2868.974794 = -566189.538906
  nChanged 21
		SP:Iteration 24Q (97085.080000 sec): 3 clusters
  Score: Raw -569072.580367 + Penalty 2868.974794 = -566203.605573
  nChanged 26
		SP:Iteration 25Q (97085.260000 sec): 3 clusters
  Score: Raw -569088.181085 + Penalty 2868.974794 = -566219.206291
  nChanged 16
		SP:Iteration 26Q (97085.450000 sec): 3 clusters
  Score: Raw -569094.409857 + Penalty 2868.974794 = -566225.435063
  nChanged 10
		SP:Iteration 27Q (97085.640000 sec): 3 clusters
  Score: Raw -569098.294696 + Penalty 2868.974794 = -566229.319902
  nChanged 7
		SP:Iteration 28Q (97085.830000 sec): 3 clusters
  Score: Raw -569100.446525 + Penalty 2868.974794 = -566231.471731
  nChanged 3
		SP:Iteration 29Q (97086.010000 sec): 3 clusters
  Score: Raw -569101.785983 + Penalty 2868.974794 = -566232.811189
  nChanged 3
		SP:Iteration 30Q (97086.200000 sec): 3 clusters
  Score: Raw -569102.521033 + Penalty 2868.974794 = -566233.546239
  nChanged 3
		SP:Iteration 31Q (97086.390000 sec): 3 clusters
  Score: Raw -569102.955045 + Penalty 2868.974794 = -566233.980251
  nChanged 2
		SP:Iteration 32Q (97086.570000 sec): 3 clusters
  Score: Raw -569104.091638 + Penalty 2868.974794 = -566235.116844
  nChanged 2
		SP:Iteration 33Q (97086.760000 sec): 3 clusters
  Score: Raw -569105.037533 + Penalty 2868.974794 = -566236.062739
  nChanged 2
		SP:Iteration 34Q (97086.950000 sec): 3 clusters
  Score: Raw -569105.559432 + Penalty 2868.974794 = -566236.584638
  nChanged 3
		SP:Iteration 35Q (97087.130000 sec): 3 clusters
  Score: Raw -569107.289537 + Penalty 2868.974794 = -566238.314743
  nChanged 5
		SP:Iteration 36Q (97087.320000 sec): 3 clusters
  Score: Raw -569109.035693 + Penalty 2868.974794 = -566240.060899
  nChanged 7
		SP:Iteration 37Q (97087.510000 sec): 3 clusters
  Score: Raw -569113.851498 + Penalty 2868.974794 = -566244.876704
  nChanged 10
		SP:Iteration 38Q (97087.690000 sec): 3 clusters
  Score: Raw -569118.755862 + Penalty 2868.974794 = -566249.781068
  nChanged 11
		SP:Iteration 39Q (97087.880000 sec): 3 clusters
  Score: Raw -569123.025274 + Penalty 2868.974794 = -566254.050480
  nChanged 5
		SP:Iteration 40F (97088.070000 sec): 3 clusters
  Score: Raw -569124.872475 + Penalty 2868.974794 = -566255.897681
  nChanged 1
		SP:Iteration 41Q (97088.250000 sec): 3 clusters
  Score: Raw -569125.478972 + Penalty 2868.974794 = -566256.504178
  nChanged 2
		SP:Iteration 42Q (97088.410000 sec): 3 clusters
  Score: Raw -569126.113250 + Penalty 2868.974794 = -566257.138456
  nChanged 2
		SP:Iteration 43Q (97088.570000 sec): 3 clusters
  Score: Raw -569126.625581 + Penalty 2868.974794 = -566257.650787
  nChanged 0
		SP:Iteration 44F (97088.730000 sec): 3 clusters
  Score: Raw -569126.625581 + Penalty 2868.974794 = -566257.650787
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 41 (9492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97088.850000 sec): 2 clusters
  Score: Raw -759245.530442 + Penalty 1488.208250 = -757757.322191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97089.050000 sec): 3 clusters
  Score: Raw -753865.791415 + Penalty 2976.416501 = -750889.374914
  nChanged 4087
		SP:Iteration 1F (97089.230000 sec): 3 clusters
  Score: Raw -756107.593565 + Penalty 2976.416501 = -753131.177064
  nChanged 606
		SP:Iteration 2F (97089.440000 sec): 3 clusters
  Score: Raw -756383.894657 + Penalty 2976.416501 = -753407.478156
  nChanged 506
		SP:Iteration 3F (97089.580000 sec): 3 clusters
  Score: Raw -756594.590911 + Penalty 2976.416501 = -753618.174410
  nChanged 415
		SP:Iteration 4Q (97089.800000 sec): 3 clusters
  Score: Raw -756760.850636 + Penalty 2976.416501 = -753784.434135
  nChanged 349
		SP:Iteration 5Q (97089.980000 sec): 3 clusters
  Score: Raw -756922.513371 + Penalty 2976.416501 = -753946.096870
  nChanged 352
		SP:Iteration 6Q (97090.170000 sec): 3 clusters
  Score: Raw -757092.116340 + Penalty 2976.416501 = -754115.699839
  nChanged 378
		SP:Iteration 7Q (97090.350000 sec): 3 clusters
  Score: Raw -757298.922569 + Penalty 2976.416501 = -754322.506068
  nChanged 359
		SP:Iteration 8Q (97090.560000 sec): 3 clusters
  Score: Raw -757499.691111 + Penalty 2976.416501 = -754523.274610
  nChanged 338
		SP:Iteration 9Q (97090.700000 sec): 3 clusters
  Score: Raw -757705.439277 + Penalty 2976.416501 = -754729.022776
  nChanged 328
		SP:Iteration 10Q (97090.870000 sec): 3 clusters
  Score: Raw -757912.329097 + Penalty 2976.416501 = -754935.912596
  nChanged 338
		SP:Iteration 11Q (97091.040000 sec): 3 clusters
  Score: Raw -758109.130981 + Penalty 2976.416501 = -755132.714480
  nChanged 303
		SP:Iteration 12Q (97091.260000 sec): 3 clusters
  Score: Raw -758251.841904 + Penalty 2976.416501 = -755275.425403
  nChanged 240
		SP:Iteration 13Q (97091.480000 sec): 3 clusters
  Score: Raw -758370.057896 + Penalty 2976.416501 = -755393.641396
  nChanged 213
		SP:Iteration 14Q (97091.750000 sec): 3 clusters
  Score: Raw -758462.426015 + Penalty 2976.416501 = -755486.009514
  nChanged 180
		SP:Iteration 15Q (97091.960000 sec): 3 clusters
  Score: Raw -758537.806344 + Penalty 2976.416501 = -755561.389843
  nChanged 139
		SP:Iteration 16Q (97092.110000 sec): 3 clusters
  Score: Raw -758597.910013 + Penalty 2976.416501 = -755621.493512
  nChanged 124
		SP:Iteration 17Q (97092.340000 sec): 3 clusters
  Score: Raw -758639.835757 + Penalty 2976.416501 = -755663.419256
  nChanged 94
		SP:Iteration 18Q (97092.530000 sec): 3 clusters
  Score: Raw -758662.124876 + Penalty 2976.416501 = -755685.708375
  nChanged 82
		SP:Iteration 19Q (97092.720000 sec): 3 clusters
  Score: Raw -758685.610208 + Penalty 2976.416501 = -755709.193708
  nChanged 75
		SP:Iteration 20F (97092.900000 sec): 3 clusters
  Score: Raw -758706.868705 + Penalty 2976.416501 = -755730.452205
  nChanged 77
		SP:Iteration 21Q (97093.080000 sec): 3 clusters
  Score: Raw -758731.168199 + Penalty 2976.416501 = -755754.751698
  nChanged 81
		SP:Iteration 22Q (97093.270000 sec): 3 clusters
  Score: Raw -758756.203508 + Penalty 2976.416501 = -755779.787007
  nChanged 83
		SP:Iteration 23Q (97093.450000 sec): 3 clusters
  Score: Raw -758781.129594 + Penalty 2976.416501 = -755804.713093
  nChanged 73
		SP:Iteration 24Q (97093.640000 sec): 3 clusters
  Score: Raw -758806.525741 + Penalty 2976.416501 = -755830.109241
  nChanged 80
		SP:Iteration 25Q (97093.820000 sec): 3 clusters
  Score: Raw -758832.852722 + Penalty 2976.416501 = -755856.436221
  nChanged 96
		SP:Iteration 26Q (97093.990000 sec): 3 clusters
  Score: Raw -758863.852231 + Penalty 2976.416501 = -755887.435730
  nChanged 88
		SP:Iteration 27Q (97094.160000 sec): 3 clusters
  Score: Raw -758891.903394 + Penalty 2976.416501 = -755915.486893
  nChanged 78
		SP:Iteration 28Q (97094.340000 sec): 3 clusters
  Score: Raw -758917.458913 + Penalty 2976.416501 = -755941.042412
  nChanged 70
		SP:Iteration 29Q (97094.510000 sec): 3 clusters
  Score: Raw -758940.653794 + Penalty 2976.416501 = -755964.237294
  nChanged 71
		SP:Iteration 30Q (97094.690000 sec): 3 clusters
  Score: Raw -758963.265448 + Penalty 2976.416501 = -755986.848948
  nChanged 73
		SP:Iteration 31Q (97094.860000 sec): 3 clusters
  Score: Raw -758988.856382 + Penalty 2976.416501 = -756012.439881
  nChanged 74
		SP:Iteration 32Q (97095.030000 sec): 3 clusters
  Score: Raw -759015.258855 + Penalty 2976.416501 = -756038.842354
  nChanged 75
		SP:Iteration 33Q (97095.210000 sec): 3 clusters
  Score: Raw -759042.336292 + Penalty 2976.416501 = -756065.919791
  nChanged 70
		SP:Iteration 34Q (97095.380000 sec): 3 clusters
  Score: Raw -759065.792956 + Penalty 2976.416501 = -756089.376455
  nChanged 58
		SP:Iteration 35Q (97095.550000 sec): 3 clusters
  Score: Raw -759086.598431 + Penalty 2976.416501 = -756110.181931
  nChanged 53
		SP:Iteration 36Q (97095.770000 sec): 3 clusters
  Score: Raw -759106.750335 + Penalty 2976.416501 = -756130.333834
  nChanged 54
		SP:Iteration 37Q (97095.960000 sec): 3 clusters
  Score: Raw -759127.393830 + Penalty 2976.416501 = -756150.977329
  nChanged 51
		SP:Iteration 38Q (97096.150000 sec): 3 clusters
  Score: Raw -759144.766797 + Penalty 2976.416501 = -756168.350296
  nChanged 40
		SP:Iteration 39Q (97096.330000 sec): 3 clusters
  Score: Raw -759156.524843 + Penalty 2976.416501 = -756180.108342
  nChanged 44
		SP:Iteration 40F (97096.510000 sec): 3 clusters
  Score: Raw -759170.559955 + Penalty 2976.416501 = -756194.143454
  nChanged 47
		SP:Iteration 41Q (97096.690000 sec): 3 clusters
  Score: Raw -759186.981145 + Penalty 2976.416501 = -756210.564644
  nChanged 46
		SP:Iteration 42Q (97096.870000 sec): 3 clusters
  Score: Raw -759206.271883 + Penalty 2976.416501 = -756229.855382
  nChanged 48
		SP:Iteration 43Q (97097.090000 sec): 3 clusters
  Score: Raw -759224.453474 + Penalty 2976.416501 = -756248.036974
  nChanged 39
		SP:Iteration 44Q (97097.310000 sec): 3 clusters
  Score: Raw -759238.399990 + Penalty 2976.416501 = -756261.983489
  nChanged 39
		SP:Iteration 45Q (97097.560000 sec): 3 clusters
  Score: Raw -759254.948881 + Penalty 2976.416501 = -756278.532380
  nChanged 41
		SP:Iteration 46Q (97097.770000 sec): 3 clusters
  Score: Raw -759270.764431 + Penalty 2976.416501 = -756294.347931
  nChanged 39
		SP:Iteration 47Q (97097.950000 sec): 3 clusters
  Score: Raw -759285.810551 + Penalty 2976.416501 = -756309.394051
  nChanged 38
		SP:Iteration 48Q (97098.130000 sec): 3 clusters
  Score: Raw -759305.091298 + Penalty 2976.416501 = -756328.674798
  nChanged 33
		SP:Iteration 49Q (97098.310000 sec): 3 clusters
  Score: Raw -759325.095963 + Penalty 2976.416501 = -756348.679462
  nChanged 39
		SP:Iteration 50Q (97098.500000 sec): 3 clusters
  Score: Raw -759348.037984 + Penalty 2976.416501 = -756371.621483
  nChanged 38
		SP:Iteration 51Q (97098.690000 sec): 3 clusters
  Score: Raw -759367.860615 + Penalty 2976.416501 = -756391.444114
  nChanged 36
		SP:Iteration 52Q (97098.860000 sec): 3 clusters
  Score: Raw -759384.397108 + Penalty 2976.416501 = -756407.980607
  nChanged 28
		SP:Iteration 53Q (97099.040000 sec): 3 clusters
  Score: Raw -759398.152223 + Penalty 2976.416501 = -756421.735722
  nChanged 25
		SP:Iteration 54Q (97099.270000 sec): 3 clusters
  Score: Raw -759411.313456 + Penalty 2976.416501 = -756434.896955
  nChanged 21
		SP:Iteration 55Q (97099.450000 sec): 3 clusters
  Score: Raw -759419.303018 + Penalty 2976.416501 = -756442.886517
  nChanged 17
		SP:Iteration 56Q (97099.630000 sec): 3 clusters
  Score: Raw -759427.184606 + Penalty 2976.416501 = -756450.768106
  nChanged 20
		SP:Iteration 57Q (97099.860000 sec): 3 clusters
  Score: Raw -759437.011166 + Penalty 2976.416501 = -756460.594665
  nChanged 30
		SP:Iteration 58Q (97100.000000 sec): 3 clusters
  Score: Raw -759450.542571 + Penalty 2976.416501 = -756474.126070
  nChanged 28
		SP:Iteration 59Q (97100.180000 sec): 3 clusters
  Score: Raw -759470.098636 + Penalty 2976.416501 = -756493.682135
  nChanged 28
		SP:Iteration 60F (97100.350000 sec): 3 clusters
  Score: Raw -759484.363595 + Penalty 2976.416501 = -756507.947094
  nChanged 15
		SP:Iteration 61Q (97100.530000 sec): 3 clusters
  Score: Raw -759490.762426 + Penalty 2976.416501 = -756514.345926
  nChanged 7
		SP:Iteration 62Q (97100.760000 sec): 3 clusters
  Score: Raw -759494.391632 + Penalty 2976.416501 = -756517.975131
  nChanged 7
		SP:Iteration 63Q (97100.980000 sec): 3 clusters
  Score: Raw -759497.583251 + Penalty 2976.416501 = -756521.166751
  nChanged 4
		SP:Iteration 64Q (97101.200000 sec): 3 clusters
  Score: Raw -759499.198811 + Penalty 2976.416501 = -756522.782310
  nChanged 4
		SP:Iteration 65Q (97101.410000 sec): 3 clusters
  Score: Raw -759500.589099 + Penalty 2976.416501 = -756524.172598
  nChanged 1
		SP:Iteration 66Q (97101.540000 sec): 3 clusters
  Score: Raw -759500.776898 + Penalty 2976.416501 = -756524.360397
  nChanged 1
		SP:Iteration 67Q (97101.710000 sec): 3 clusters
  Score: Raw -759500.919161 + Penalty 2976.416501 = -756524.502660
  nChanged 2
		SP:Iteration 68Q (97101.880000 sec): 3 clusters
  Score: Raw -759501.932774 + Penalty 2976.416501 = -756525.516273
  nChanged 2
		SP:Iteration 69Q (97102.050000 sec): 3 clusters
  Score: Raw -759502.264442 + Penalty 2976.416501 = -756525.847941
  nChanged 2
		SP:Iteration 70Q (97102.220000 sec): 3 clusters
  Score: Raw -759503.527123 + Penalty 2976.416501 = -756527.110623
  nChanged 4
		SP:Iteration 71Q (97102.390000 sec): 3 clusters
  Score: Raw -759504.664490 + Penalty 2976.416501 = -756528.247989
  nChanged 3
		SP:Iteration 72Q (97102.570000 sec): 3 clusters
  Score: Raw -759505.883865 + Penalty 2976.416501 = -756529.467365
  nChanged 5
		SP:Iteration 73Q (97102.740000 sec): 3 clusters
  Score: Raw -759507.339221 + Penalty 2976.416501 = -756530.922720
  nChanged 4
		SP:Iteration 74Q (97102.920000 sec): 3 clusters
  Score: Raw -759508.871969 + Penalty 2976.416501 = -756532.455468
  nChanged 3
		SP:Iteration 75Q (97103.100000 sec): 3 clusters
  Score: Raw -759510.004297 + Penalty 2976.416501 = -756533.587796
  nChanged 4
		SP:Iteration 76Q (97103.310000 sec): 3 clusters
  Score: Raw -759511.681066 + Penalty 2976.416501 = -756535.264565
  nChanged 9
		SP:Iteration 77Q (97103.450000 sec): 3 clusters
  Score: Raw -759516.556511 + Penalty 2976.416501 = -756540.140011
  nChanged 9
		SP:Iteration 78Q (97103.670000 sec): 3 clusters
  Score: Raw -759520.955831 + Penalty 2976.416501 = -756544.539330
  nChanged 8
		SP:Iteration 79Q (97103.840000 sec): 3 clusters
  Score: Raw -759526.111707 + Penalty 2976.416501 = -756549.695206
  nChanged 9
		SP:Iteration 80F (97104.030000 sec): 3 clusters
  Score: Raw -759531.114338 + Penalty 2976.416501 = -756554.697837
  nChanged 7
		SP:Iteration 81Q (97104.210000 sec): 3 clusters
  Score: Raw -759535.923274 + Penalty 2976.416501 = -756559.506774
  nChanged 7
		SP:Iteration 82Q (97104.400000 sec): 3 clusters
  Score: Raw -759541.261826 + Penalty 2976.416501 = -756564.845326
  nChanged 6
		SP:Iteration 83Q (97104.590000 sec): 3 clusters
  Score: Raw -759546.530035 + Penalty 2976.416501 = -756570.113534
  nChanged 8
		SP:Iteration 84Q (97104.770000 sec): 3 clusters
  Score: Raw -759552.685554 + Penalty 2976.416501 = -756576.269054
  nChanged 9
		SP:Iteration 85Q (97104.950000 sec): 3 clusters
  Score: Raw -759558.400374 + Penalty 2976.416501 = -756581.983873
  nChanged 4
		SP:Iteration 86Q (97105.140000 sec): 3 clusters
  Score: Raw -759560.473522 + Penalty 2976.416501 = -756584.057021
  nChanged 2
		SP:Iteration 87Q (97105.320000 sec): 3 clusters
  Score: Raw -759561.943144 + Penalty 2976.416501 = -756585.526644
  nChanged 2
		SP:Iteration 88Q (97105.500000 sec): 3 clusters
  Score: Raw -759563.060391 + Penalty 2976.416501 = -756586.643890
  nChanged 3
		SP:Iteration 89Q (97105.720000 sec): 3 clusters
  Score: Raw -759564.473405 + Penalty 2976.416501 = -756588.056905
  nChanged 2
		SP:Iteration 90Q (97105.860000 sec): 3 clusters
  Score: Raw -759564.893088 + Penalty 2976.416501 = -756588.476587
  nChanged 0
		SP:Iteration 91F (97106.090000 sec): 3 clusters
  Score: Raw -759564.893088 + Penalty 2976.416501 = -756588.476587
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 42 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97106.180000 sec): 2 clusters
  Score: Raw -43339.896402 + Penalty 1002.561744 = -42337.334658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97106.360000 sec): 3 clusters
  Score: Raw -43284.323438 + Penalty 2005.123488 = -41279.199950
  nChanged 92
		SP:Iteration 1F (97106.530000 sec): 3 clusters
  Score: Raw -43412.056505 + Penalty 2005.123488 = -41406.933017
  nChanged 25
		SP:Iteration 2F (97106.710000 sec): 3 clusters
  Score: Raw -43452.184397 + Penalty 2005.123488 = -41447.060909
  nChanged 15
		SP:Iteration 3Q (97106.890000 sec): 3 clusters
  Score: Raw -43472.380804 + Penalty 2005.123488 = -41467.257316
  nChanged 8
		SP:Iteration 4Q (97107.060000 sec): 3 clusters
  Score: Raw -43489.820156 + Penalty 2005.123488 = -41484.696668
  nChanged 7
		SP:Iteration 5Q (97107.230000 sec): 3 clusters
  Score: Raw -43497.537200 + Penalty 2005.123488 = -41492.413712
  nChanged 3
		SP:Iteration 6Q (97107.410000 sec): 3 clusters
  Score: Raw -43503.278584 + Penalty 2005.123488 = -41498.155096
  nChanged 1
		SP:Iteration 7Q (97107.590000 sec): 3 clusters
  Score: Raw -43505.131654 + Penalty 2005.123488 = -41500.008166
  nChanged 0
		SP:Iteration 8F (97107.760000 sec): 3 clusters
  Score: Raw -43505.131654 + Penalty 2005.123488 = -41500.008166
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 43 (9642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97107.870000 sec): 2 clusters
  Score: Raw -783393.809623 + Penalty 1490.756123 = -781903.053500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97108.110000 sec): 3 clusters
  Score: Raw -777983.529075 + Penalty 2981.512246 = -775002.016829
  nChanged 4167
		SP:Iteration 1F (97108.290000 sec): 3 clusters
  Score: Raw -780241.260132 + Penalty 2981.512246 = -777259.747886
  nChanged 594
		SP:Iteration 2F (97108.470000 sec): 3 clusters
  Score: Raw -780478.940080 + Penalty 2981.512246 = -777497.427834
  nChanged 465
		SP:Iteration 3Q (97108.650000 sec): 3 clusters
  Score: Raw -780672.411917 + Penalty 2981.512246 = -777690.899671
  nChanged 415
		SP:Iteration 4Q (97108.870000 sec): 3 clusters
  Score: Raw -780829.063369 + Penalty 2981.512246 = -777847.551122
  nChanged 324
		SP:Iteration 5Q (97109.070000 sec): 3 clusters
  Score: Raw -780957.520621 + Penalty 2981.512246 = -777976.008375
  nChanged 329
		SP:Iteration 6Q (97109.270000 sec): 3 clusters
  Score: Raw -781090.069814 + Penalty 2981.512246 = -778108.557568
  nChanged 304
		SP:Iteration 7Q (97109.520000 sec): 3 clusters
  Score: Raw -781199.164245 + Penalty 2981.512246 = -778217.651999
  nChanged 298
		SP:Iteration 8Q (97109.700000 sec): 3 clusters
  Score: Raw -781324.324079 + Penalty 2981.512246 = -778342.811833
  nChanged 314
		SP:Iteration 9Q (97109.930000 sec): 3 clusters
  Score: Raw -781459.814326 + Penalty 2981.512246 = -778478.302079
  nChanged 277
		SP:Iteration 10Q (97110.150000 sec): 3 clusters
  Score: Raw -781579.268494 + Penalty 2981.512246 = -778597.756248
  nChanged 265
		SP:Iteration 11Q (97110.330000 sec): 3 clusters
  Score: Raw -781704.892324 + Penalty 2981.512246 = -778723.380078
  nChanged 291
		SP:Iteration 12Q (97110.510000 sec): 3 clusters
  Score: Raw -781839.524121 + Penalty 2981.512246 = -778858.011875
  nChanged 263
		SP:Iteration 13Q (97110.700000 sec): 3 clusters
  Score: Raw -781962.608041 + Penalty 2981.512246 = -778981.095795
  nChanged 247
		SP:Iteration 14Q (97110.880000 sec): 3 clusters
  Score: Raw -782062.870614 + Penalty 2981.512246 = -779081.358368
  nChanged 194
		SP:Iteration 15Q (97111.060000 sec): 3 clusters
  Score: Raw -782133.371639 + Penalty 2981.512246 = -779151.859393
  nChanged 149
		SP:Iteration 16Q (97111.250000 sec): 3 clusters
  Score: Raw -782187.001262 + Penalty 2981.512246 = -779205.489016
  nChanged 145
		SP:Iteration 17Q (97111.430000 sec): 3 clusters
  Score: Raw -782234.399586 + Penalty 2981.512246 = -779252.887339
  nChanged 131
		SP:Iteration 18Q (97111.590000 sec): 3 clusters
  Score: Raw -782278.510803 + Penalty 2981.512246 = -779296.998556
  nChanged 111
		SP:Iteration 19Q (97111.830000 sec): 3 clusters
  Score: Raw -782310.125529 + Penalty 2981.512246 = -779328.613283
  nChanged 102
		SP:Iteration 20F (97112.070000 sec): 3 clusters
  Score: Raw -782340.731522 + Penalty 2981.512246 = -779359.219276
  nChanged 97
		SP:Iteration 21Q (97112.260000 sec): 3 clusters
  Score: Raw -782369.488826 + Penalty 2981.512246 = -779387.976580
  nChanged 91
		SP:Iteration 22Q (97112.510000 sec): 3 clusters
  Score: Raw -782394.467820 + Penalty 2981.512246 = -779412.955574
  nChanged 84
		SP:Iteration 23Q (97112.720000 sec): 3 clusters
  Score: Raw -782416.534097 + Penalty 2981.512246 = -779435.021851
  nChanged 88
		SP:Iteration 24Q (97112.990000 sec): 3 clusters
  Score: Raw -782442.759914 + Penalty 2981.512246 = -779461.247668
  nChanged 100
		SP:Iteration 25Q (97113.160000 sec): 3 clusters
  Score: Raw -782473.556806 + Penalty 2981.512246 = -779492.044560
  nChanged 98
		SP:Iteration 26Q (97113.340000 sec): 3 clusters
  Score: Raw -782504.904359 + Penalty 2981.512246 = -779523.392113
  nChanged 105
		SP:Iteration 27Q (97113.530000 sec): 3 clusters
  Score: Raw -782538.469604 + Penalty 2981.512246 = -779556.957358
  nChanged 101
		SP:Iteration 28Q (97113.710000 sec): 3 clusters
  Score: Raw -782568.330968 + Penalty 2981.512246 = -779586.818722
  nChanged 114
		SP:Iteration 29Q (97113.900000 sec): 3 clusters
  Score: Raw -782607.303678 + Penalty 2981.512246 = -779625.791431
  nChanged 112
		SP:Iteration 30Q (97114.080000 sec): 3 clusters
  Score: Raw -782648.340004 + Penalty 2981.512246 = -779666.827757
  nChanged 115
		SP:Iteration 31Q (97114.260000 sec): 3 clusters
  Score: Raw -782692.197020 + Penalty 2981.512246 = -779710.684774
  nChanged 118
		SP:Iteration 32Q (97114.450000 sec): 3 clusters
  Score: Raw -782735.437300 + Penalty 2981.512246 = -779753.925054
  nChanged 108
		SP:Iteration 33Q (97114.630000 sec): 3 clusters
  Score: Raw -782774.240787 + Penalty 2981.512246 = -779792.728541
  nChanged 118
		SP:Iteration 34Q (97114.820000 sec): 3 clusters
  Score: Raw -782823.365205 + Penalty 2981.512246 = -779841.852959
  nChanged 135
		SP:Iteration 35Q (97115.000000 sec): 3 clusters
  Score: Raw -782886.326481 + Penalty 2981.512246 = -779904.814235
  nChanged 143
		SP:Iteration 36Q (97115.220000 sec): 3 clusters
  Score: Raw -782962.021510 + Penalty 2981.512246 = -779980.509263
  nChanged 150
		SP:Iteration 37Q (97115.360000 sec): 3 clusters
  Score: Raw -783048.532052 + Penalty 2981.512246 = -780067.019806
  nChanged 146
		SP:Iteration 38Q (97115.540000 sec): 3 clusters
  Score: Raw -783139.332092 + Penalty 2981.512246 = -780157.819845
  nChanged 147
		SP:Iteration 39Q (97115.720000 sec): 3 clusters
  Score: Raw -783239.187294 + Penalty 2981.512246 = -780257.675048
  nChanged 171
		SP:Iteration 40F (97115.910000 sec): 3 clusters
  Score: Raw -783376.521946 + Penalty 2981.512246 = -780395.009699
  nChanged 147
		SP:Iteration 41Q (97116.080000 sec): 3 clusters
  Score: Raw -783503.671907 + Penalty 2981.512246 = -780522.159660
  nChanged 123
		SP:Iteration 42Q (97116.260000 sec): 3 clusters
  Score: Raw -783607.806888 + Penalty 2981.512246 = -780626.294641
  nChanged 82
		SP:Iteration 43Q (97116.450000 sec): 3 clusters
  Score: Raw -783669.628833 + Penalty 2981.512246 = -780688.116587
  nChanged 66
		SP:Iteration 44Q (97116.630000 sec): 3 clusters
  Score: Raw -783717.423829 + Penalty 2981.512246 = -780735.911583
  nChanged 39
		SP:Iteration 45Q (97116.810000 sec): 3 clusters
  Score: Raw -783747.158354 + Penalty 2981.512246 = -780765.646107
  nChanged 21
		SP:Iteration 46Q (97117.000000 sec): 3 clusters
  Score: Raw -783761.394555 + Penalty 2981.512246 = -780779.882309
  nChanged 10
		SP:Iteration 47Q (97117.180000 sec): 3 clusters
  Score: Raw -783769.784051 + Penalty 2981.512246 = -780788.271804
  nChanged 4
		SP:Iteration 48Q (97117.360000 sec): 3 clusters
  Score: Raw -783773.262022 + Penalty 2981.512246 = -780791.749776
  nChanged 1
		SP:Iteration 49Q (97117.550000 sec): 3 clusters
  Score: Raw -783774.514856 + Penalty 2981.512246 = -780793.002609
  nChanged 2
		SP:Iteration 50Q (97117.730000 sec): 3 clusters
  Score: Raw -783776.844709 + Penalty 2981.512246 = -780795.332462
  nChanged 2
		SP:Iteration 51Q (97117.910000 sec): 3 clusters
  Score: Raw -783779.313846 + Penalty 2981.512246 = -780797.801600
  nChanged 3
		SP:Iteration 52Q (97118.100000 sec): 3 clusters
  Score: Raw -783782.492327 + Penalty 2981.512246 = -780800.980081
  nChanged 5
		SP:Iteration 53Q (97118.280000 sec): 3 clusters
  Score: Raw -783787.038743 + Penalty 2981.512246 = -780805.526496
  nChanged 2
		SP:Iteration 54Q (97118.460000 sec): 3 clusters
  Score: Raw -783787.922521 + Penalty 2981.512246 = -780806.410275
  nChanged 4
		SP:Iteration 55Q (97118.650000 sec): 3 clusters
  Score: Raw -783790.904032 + Penalty 2981.512246 = -780809.391786
  nChanged 1
		SP:Iteration 56Q (97118.830000 sec): 3 clusters
  Score: Raw -783792.023179 + Penalty 2981.512246 = -780810.510933
  nChanged 0
		SP:Iteration 57F (97119.000000 sec): 3 clusters
  Score: Raw -783792.023179 + Penalty 2981.512246 = -780810.510933
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 44 (3348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97119.120000 sec): 2 clusters
  Score: Raw -278476.393667 + Penalty 1318.869245 = -277157.524422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97119.290000 sec): 3 clusters
  Score: Raw -276824.496040 + Penalty 2637.738490 = -274186.757549
  nChanged 1296
		SP:Iteration 1F (97119.460000 sec): 3 clusters
  Score: Raw -277572.992621 + Penalty 2637.738490 = -274935.254131
  nChanged 299
		SP:Iteration 2F (97119.640000 sec): 3 clusters
  Score: Raw -277854.926329 + Penalty 2637.738490 = -275217.187839
  nChanged 289
		SP:Iteration 3F (97119.820000 sec): 3 clusters
  Score: Raw -278175.739999 + Penalty 2637.738490 = -275538.001508
  nChanged 257
		SP:Iteration 4F (97119.990000 sec): 3 clusters
  Score: Raw -278454.962483 + Penalty 2637.738490 = -275817.223993
  nChanged 233
		SP:Iteration 5F (97120.170000 sec): 3 clusters
  Score: Raw -278708.177984 + Penalty 2637.738490 = -276070.439493
  nChanged 189
		SP:Iteration 6F (97120.340000 sec): 3 clusters
  Score: Raw -278908.518089 + Penalty 2637.738490 = -276270.779599
  nChanged 139
		SP:Iteration 7Q (97120.520000 sec): 3 clusters
  Score: Raw -279035.934269 + Penalty 2637.738490 = -276398.195779
  nChanged 100
		SP:Iteration 8Q (97120.700000 sec): 3 clusters
  Score: Raw -279118.987439 + Penalty 2637.738490 = -276481.248948
  nChanged 89
		SP:Iteration 9Q (97120.870000 sec): 3 clusters
  Score: Raw -279171.555620 + Penalty 2637.738490 = -276533.817130
  nChanged 54
		SP:Iteration 10Q (97121.050000 sec): 3 clusters
  Score: Raw -279193.275863 + Penalty 2637.738490 = -276555.537372
  nChanged 20
		SP:Iteration 11Q (97121.220000 sec): 3 clusters
  Score: Raw -279200.526644 + Penalty 2637.738490 = -276562.788154
  nChanged 18
		SP:Iteration 12Q (97121.400000 sec): 3 clusters
  Score: Raw -279208.298311 + Penalty 2637.738490 = -276570.559821
  nChanged 17
		SP:Iteration 13Q (97121.580000 sec): 3 clusters
  Score: Raw -279215.450979 + Penalty 2637.738490 = -276577.712489
  nChanged 12
		SP:Iteration 14Q (97121.750000 sec): 3 clusters
  Score: Raw -279220.356875 + Penalty 2637.738490 = -276582.618385
  nChanged 15
		SP:Iteration 15Q (97121.900000 sec): 3 clusters
  Score: Raw -279226.376080 + Penalty 2637.738490 = -276588.637590
  nChanged 13
		SP:Iteration 16Q (97122.060000 sec): 3 clusters
  Score: Raw -279230.075251 + Penalty 2637.738490 = -276592.336760
  nChanged 8
		SP:Iteration 17Q (97122.240000 sec): 3 clusters
  Score: Raw -279232.122367 + Penalty 2637.738490 = -276594.383876
  nChanged 4
		SP:Iteration 18Q (97122.410000 sec): 3 clusters
  Score: Raw -279232.751764 + Penalty 2637.738490 = -276595.013273
  nChanged 1
		SP:Iteration 19Q (97122.590000 sec): 3 clusters
  Score: Raw -279233.033986 + Penalty 2637.738490 = -276595.295496
  nChanged 1
		SP:Iteration 20F (97122.770000 sec): 3 clusters
  Score: Raw -279233.395064 + Penalty 2637.738490 = -276595.656574
  nChanged 2
		SP:Iteration 21Q (97122.940000 sec): 3 clusters
  Score: Raw -279233.908161 + Penalty 2637.738490 = -276596.169671
  nChanged 0
		SP:Iteration 22F (97123.120000 sec): 3 clusters
  Score: Raw -279233.908161 + Penalty 2637.738490 = -276596.169671
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 45 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97123.200000 sec): 2 clusters
  Score: Raw -19026.425410 + Penalty 915.071915 = -18111.353495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97123.380000 sec): 3 clusters
  Score: Raw -19117.666201 + Penalty 1830.143829 = -17287.522372
  nChanged 53
		SP:Iteration 1F (97123.560000 sec): 3 clusters
  Score: Raw -19279.846658 + Penalty 1830.143829 = -17449.702829
  nChanged 19
		SP:Iteration 2F (97123.730000 sec): 3 clusters
  Score: Raw -19339.352220 + Penalty 1830.143829 = -17509.208391
  nChanged 7
		SP:Iteration 3Q (97123.910000 sec): 3 clusters
  Score: Raw -19372.173320 + Penalty 1830.143829 = -17542.029491
  nChanged 3
		SP:Iteration 4Q (97124.080000 sec): 3 clusters
  Score: Raw -19385.416014 + Penalty 1830.143829 = -17555.272185
  nChanged 2
		SP:Iteration 5Q (97124.260000 sec): 3 clusters
  Score: Raw -19392.857103 + Penalty 1830.143829 = -17562.713274
  nChanged 0
		SP:Iteration 6F (97124.430000 sec): 3 clusters
  Score: Raw -19392.857103 + Penalty 1830.143829 = -17562.713274
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 46 (1780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97124.510000 sec): 2 clusters
  Score: Raw -142532.904975 + Penalty 1216.209905 = -141316.695071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97124.680000 sec): 3 clusters
  Score: Raw -141771.333152 + Penalty 2432.419809 = -139338.913343
  nChanged 609
		SP:Iteration 1F (97124.850000 sec): 3 clusters
  Score: Raw -142181.085278 + Penalty 2432.419809 = -139748.665469
  nChanged 124
		SP:Iteration 2F (97125.030000 sec): 3 clusters
  Score: Raw -142281.418132 + Penalty 2432.419809 = -139848.998323
  nChanged 92
		SP:Iteration 3F (97125.200000 sec): 3 clusters
  Score: Raw -142359.862080 + Penalty 2432.419809 = -139927.442271
  nChanged 82
		SP:Iteration 4Q (97125.380000 sec): 3 clusters
  Score: Raw -142437.471675 + Penalty 2432.419809 = -140005.051866
  nChanged 69
		SP:Iteration 5Q (97125.550000 sec): 3 clusters
  Score: Raw -142505.297343 + Penalty 2432.419809 = -140072.877534
  nChanged 56
		SP:Iteration 6Q (97125.730000 sec): 3 clusters
  Score: Raw -142561.193366 + Penalty 2432.419809 = -140128.773557
  nChanged 52
		SP:Iteration 7Q (97125.910000 sec): 3 clusters
  Score: Raw -142606.753198 + Penalty 2432.419809 = -140174.333389
  nChanged 40
		SP:Iteration 8Q (97126.080000 sec): 3 clusters
  Score: Raw -142642.072486 + Penalty 2432.419809 = -140209.652677
  nChanged 42
		SP:Iteration 9Q (97126.250000 sec): 3 clusters
  Score: Raw -142677.363103 + Penalty 2432.419809 = -140244.943294
  nChanged 34
		SP:Iteration 10Q (97126.430000 sec): 3 clusters
  Score: Raw -142706.480513 + Penalty 2432.419809 = -140274.060704
  nChanged 25
		SP:Iteration 11Q (97126.610000 sec): 3 clusters
  Score: Raw -142725.896631 + Penalty 2432.419809 = -140293.476822
  nChanged 17
		SP:Iteration 12Q (97126.780000 sec): 3 clusters
  Score: Raw -142738.532642 + Penalty 2432.419809 = -140306.112833
  nChanged 16
		SP:Iteration 13Q (97126.960000 sec): 3 clusters
  Score: Raw -142751.811140 + Penalty 2432.419809 = -140319.391331
  nChanged 17
		SP:Iteration 14Q (97127.130000 sec): 3 clusters
  Score: Raw -142766.180208 + Penalty 2432.419809 = -140333.760399
  nChanged 19
		SP:Iteration 15Q (97127.310000 sec): 3 clusters
  Score: Raw -142780.116287 + Penalty 2432.419809 = -140347.696478
  nChanged 21
		SP:Iteration 16Q (97127.490000 sec): 3 clusters
  Score: Raw -142800.652062 + Penalty 2432.419809 = -140368.232253
  nChanged 29
		SP:Iteration 17Q (97127.660000 sec): 3 clusters
  Score: Raw -142828.301818 + Penalty 2432.419809 = -140395.882009
  nChanged 28
		SP:Iteration 18Q (97127.840000 sec): 3 clusters
  Score: Raw -142852.400711 + Penalty 2432.419809 = -140419.980901
  nChanged 26
		SP:Iteration 19Q (97128.010000 sec): 3 clusters
  Score: Raw -142873.688002 + Penalty 2432.419809 = -140441.268193
  nChanged 20
		SP:Iteration 20F (97128.190000 sec): 3 clusters
  Score: Raw -142889.404522 + Penalty 2432.419809 = -140456.984713
  nChanged 19
		SP:Iteration 21Q (97128.370000 sec): 3 clusters
  Score: Raw -142906.395651 + Penalty 2432.419809 = -140473.975842
  nChanged 18
		SP:Iteration 22Q (97128.540000 sec): 3 clusters
  Score: Raw -142922.200933 + Penalty 2432.419809 = -140489.781124
  nChanged 20
		SP:Iteration 23Q (97128.720000 sec): 3 clusters
  Score: Raw -142939.728073 + Penalty 2432.419809 = -140507.308264
  nChanged 20
		SP:Iteration 24Q (97128.890000 sec): 3 clusters
  Score: Raw -142961.414514 + Penalty 2432.419809 = -140528.994705
  nChanged 25
		SP:Iteration 25Q (97129.070000 sec): 3 clusters
  Score: Raw -142995.022188 + Penalty 2432.419809 = -140562.602379
  nChanged 21
		SP:Iteration 26Q (97129.250000 sec): 3 clusters
  Score: Raw -143015.742165 + Penalty 2432.419809 = -140583.322355
  nChanged 16
		SP:Iteration 27Q (97129.420000 sec): 3 clusters
  Score: Raw -143033.739743 + Penalty 2432.419809 = -140601.319934
  nChanged 19
		SP:Iteration 28Q (97129.600000 sec): 3 clusters
  Score: Raw -143055.425592 + Penalty 2432.419809 = -140623.005783
  nChanged 9
		SP:Iteration 29Q (97129.770000 sec): 3 clusters
  Score: Raw -143062.317767 + Penalty 2432.419809 = -140629.897957
  nChanged 12
		SP:Iteration 30Q (97129.950000 sec): 3 clusters
  Score: Raw -143077.367307 + Penalty 2432.419809 = -140644.947498
  nChanged 14
		SP:Iteration 31Q (97130.130000 sec): 3 clusters
  Score: Raw -143099.368409 + Penalty 2432.419809 = -140666.948600
  nChanged 10
		SP:Iteration 32Q (97130.300000 sec): 3 clusters
  Score: Raw -143114.928474 + Penalty 2432.419809 = -140682.508665
  nChanged 9
		SP:Iteration 33Q (97130.480000 sec): 3 clusters
  Score: Raw -143122.835015 + Penalty 2432.419809 = -140690.415206
  nChanged 4
		SP:Iteration 34Q (97130.650000 sec): 3 clusters
  Score: Raw -143127.357901 + Penalty 2432.419809 = -140694.938092
  nChanged 7
		SP:Iteration 35Q (97130.830000 sec): 3 clusters
  Score: Raw -143134.762019 + Penalty 2432.419809 = -140702.342210
  nChanged 6
		SP:Iteration 36Q (97131.010000 sec): 3 clusters
  Score: Raw -143140.754764 + Penalty 2432.419809 = -140708.334955
  nChanged 3
		SP:Iteration 37Q (97131.180000 sec): 3 clusters
  Score: Raw -143142.692503 + Penalty 2432.419809 = -140710.272694
  nChanged 3
		SP:Iteration 38Q (97131.360000 sec): 3 clusters
  Score: Raw -143145.183468 + Penalty 2432.419809 = -140712.763659
  nChanged 4
		SP:Iteration 39Q (97131.530000 sec): 3 clusters
  Score: Raw -143147.914524 + Penalty 2432.419809 = -140715.494715
  nChanged 2
		SP:Iteration 40F (97131.710000 sec): 3 clusters
  Score: Raw -143150.825051 + Penalty 2432.419809 = -140718.405242
  nChanged 4
		SP:Iteration 41Q (97131.890000 sec): 3 clusters
  Score: Raw -143155.594269 + Penalty 2432.419809 = -140723.174460
  nChanged 2
		SP:Iteration 42Q (97132.060000 sec): 3 clusters
  Score: Raw -143158.862093 + Penalty 2432.419809 = -140726.442284
  nChanged 1
		SP:Iteration 43Q (97132.230000 sec): 3 clusters
  Score: Raw -143159.951337 + Penalty 2432.419809 = -140727.531528
  nChanged 3
		SP:Iteration 44Q (97132.410000 sec): 3 clusters
  Score: Raw -143163.243204 + Penalty 2432.419809 = -140730.823395
  nChanged 2
		SP:Iteration 45Q (97132.590000 sec): 3 clusters
  Score: Raw -143166.090325 + Penalty 2432.419809 = -140733.670516
  nChanged 2
		SP:Iteration 46Q (97132.760000 sec): 3 clusters
  Score: Raw -143166.819503 + Penalty 2432.419809 = -140734.399694
  nChanged 0
		SP:Iteration 47F (97132.940000 sec): 3 clusters
  Score: Raw -143166.819503 + Penalty 2432.419809 = -140734.399694
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 47 (7121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97133.040000 sec): 2 clusters
  Score: Raw -594804.712509 + Penalty 1441.505560 = -593363.206949
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97133.240000 sec): 3 clusters
  Score: Raw -590934.315203 + Penalty 2883.011119 = -588051.304084
  nChanged 2974
		SP:Iteration 1F (97133.430000 sec): 3 clusters
  Score: Raw -592526.291892 + Penalty 2883.011119 = -589643.280773
  nChanged 492
		SP:Iteration 2F (97133.610000 sec): 3 clusters
  Score: Raw -592812.826827 + Penalty 2883.011119 = -589929.815708
  nChanged 425
		SP:Iteration 3F (97133.790000 sec): 3 clusters
  Score: Raw -593014.723304 + Penalty 2883.011119 = -590131.712185
  nChanged 339
		SP:Iteration 4Q (97133.980000 sec): 3 clusters
  Score: Raw -593172.130943 + Penalty 2883.011119 = -590289.119824
  nChanged 291
		SP:Iteration 5Q (97134.150000 sec): 3 clusters
  Score: Raw -593314.276391 + Penalty 2883.011119 = -590431.265272
  nChanged 239
		SP:Iteration 6Q (97134.350000 sec): 3 clusters
  Score: Raw -593421.145941 + Penalty 2883.011119 = -590538.134822
  nChanged 253
		SP:Iteration 7Q (97134.530000 sec): 3 clusters
  Score: Raw -593542.293439 + Penalty 2883.011119 = -590659.282320
  nChanged 258
		SP:Iteration 8Q (97134.730000 sec): 3 clusters
  Score: Raw -593678.144554 + Penalty 2883.011119 = -590795.133435
  nChanged 248
		SP:Iteration 9Q (97134.910000 sec): 3 clusters
  Score: Raw -593802.498116 + Penalty 2883.011119 = -590919.486997
  nChanged 222
		SP:Iteration 10Q (97135.100000 sec): 3 clusters
  Score: Raw -593914.938661 + Penalty 2883.011119 = -591031.927542
  nChanged 219
		SP:Iteration 11Q (97135.290000 sec): 3 clusters
  Score: Raw -594041.693919 + Penalty 2883.011119 = -591158.682800
  nChanged 212
		SP:Iteration 12Q (97135.490000 sec): 3 clusters
  Score: Raw -594158.109910 + Penalty 2883.011119 = -591275.098790
  nChanged 195
		SP:Iteration 13Q (97135.690000 sec): 3 clusters
  Score: Raw -594264.880733 + Penalty 2883.011119 = -591381.869614
  nChanged 185
		SP:Iteration 14Q (97135.890000 sec): 3 clusters
  Score: Raw -594381.285234 + Penalty 2883.011119 = -591498.274114
  nChanged 177
		SP:Iteration 15Q (97136.080000 sec): 3 clusters
  Score: Raw -594490.684577 + Penalty 2883.011119 = -591607.673458
  nChanged 154
		SP:Iteration 16Q (97136.270000 sec): 3 clusters
  Score: Raw -594598.895795 + Penalty 2883.011119 = -591715.884676
  nChanged 133
		SP:Iteration 17Q (97136.470000 sec): 3 clusters
  Score: Raw -594690.109230 + Penalty 2883.011119 = -591807.098111
  nChanged 121
		SP:Iteration 18Q (97136.650000 sec): 3 clusters
  Score: Raw -594774.858368 + Penalty 2883.011119 = -591891.847249
  nChanged 88
		SP:Iteration 19Q (97136.830000 sec): 3 clusters
  Score: Raw -594838.343730 + Penalty 2883.011119 = -591955.332610
  nChanged 66
		SP:Iteration 20F (97137.020000 sec): 3 clusters
  Score: Raw -594889.366872 + Penalty 2883.011119 = -592006.355752
  nChanged 67
		SP:Iteration 21Q (97137.230000 sec): 3 clusters
  Score: Raw -594930.277132 + Penalty 2883.011119 = -592047.266013
  nChanged 55
		SP:Iteration 22Q (97137.410000 sec): 3 clusters
  Score: Raw -594964.951970 + Penalty 2883.011119 = -592081.940851
  nChanged 41
		SP:Iteration 23Q (97137.610000 sec): 3 clusters
  Score: Raw -594988.115342 + Penalty 2883.011119 = -592105.104223
  nChanged 26
		SP:Iteration 24Q (97137.790000 sec): 3 clusters
  Score: Raw -595002.479038 + Penalty 2883.011119 = -592119.467918
  nChanged 30
		SP:Iteration 25Q (97137.970000 sec): 3 clusters
  Score: Raw -595019.029524 + Penalty 2883.011119 = -592136.018405
  nChanged 26
		SP:Iteration 26Q (97138.160000 sec): 3 clusters
  Score: Raw -595036.078382 + Penalty 2883.011119 = -592153.067262
  nChanged 25
		SP:Iteration 27Q (97138.360000 sec): 3 clusters
  Score: Raw -595049.187687 + Penalty 2883.011119 = -592166.176568
  nChanged 15
		SP:Iteration 28Q (97138.560000 sec): 3 clusters
  Score: Raw -595057.461971 + Penalty 2883.011119 = -592174.450852
  nChanged 14
		SP:Iteration 29Q (97138.750000 sec): 3 clusters
  Score: Raw -595063.388144 + Penalty 2883.011119 = -592180.377024
  nChanged 7
		SP:Iteration 30Q (97138.930000 sec): 3 clusters
  Score: Raw -595065.604517 + Penalty 2883.011119 = -592182.593398
  nChanged 3
		SP:Iteration 31Q (97139.120000 sec): 3 clusters
  Score: Raw -595066.636007 + Penalty 2883.011119 = -592183.624888
  nChanged 0
		SP:Iteration 32F (97139.330000 sec): 3 clusters
  Score: Raw -595066.636007 + Penalty 2883.011119 = -592183.624888
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 48 (10038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97139.450000 sec): 2 clusters
  Score: Raw -767767.315440 + Penalty 1497.296640 = -766270.018800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97139.650000 sec): 3 clusters
  Score: Raw -762090.739601 + Penalty 2994.593280 = -759096.146320
  nChanged 4358
		SP:Iteration 1F (97139.860000 sec): 3 clusters
  Score: Raw -764778.927680 + Penalty 2994.593280 = -761784.334400
  nChanged 804
		SP:Iteration 2F (97140.080000 sec): 3 clusters
  Score: Raw -765320.065022 + Penalty 2994.593280 = -762325.471741
  nChanged 697
		SP:Iteration 3F (97140.210000 sec): 3 clusters
  Score: Raw -765793.354561 + Penalty 2994.593280 = -762798.761281
  nChanged 628
		SP:Iteration 4F (97140.390000 sec): 3 clusters
  Score: Raw -766219.508833 + Penalty 2994.593280 = -763224.915552
  nChanged 558
		SP:Iteration 5F (97140.590000 sec): 3 clusters
  Score: Raw -766587.253370 + Penalty 2994.593280 = -763592.660090
  nChanged 434
		SP:Iteration 6Q (97140.790000 sec): 3 clusters
  Score: Raw -766849.520332 + Penalty 2994.593280 = -763854.927051
  nChanged 356
		SP:Iteration 7Q (97140.970000 sec): 3 clusters
  Score: Raw -767064.025359 + Penalty 2994.593280 = -764069.432079
  nChanged 299
		SP:Iteration 8Q (97141.190000 sec): 3 clusters
  Score: Raw -767242.335602 + Penalty 2994.593280 = -764247.742321
  nChanged 242
		SP:Iteration 9Q (97141.350000 sec): 3 clusters
  Score: Raw -767380.018348 + Penalty 2994.593280 = -764385.425068
  nChanged 207
		SP:Iteration 10Q (97141.540000 sec): 3 clusters
  Score: Raw -767486.086868 + Penalty 2994.593280 = -764491.493587
  nChanged 176
		SP:Iteration 11Q (97141.730000 sec): 3 clusters
  Score: Raw -767576.368228 + Penalty 2994.593280 = -764581.774948
  nChanged 157
		SP:Iteration 12Q (97141.920000 sec): 3 clusters
  Score: Raw -767665.644558 + Penalty 2994.593280 = -764671.051278
  nChanged 145
		SP:Iteration 13Q (97142.110000 sec): 3 clusters
  Score: Raw -767749.286859 + Penalty 2994.593280 = -764754.693579
  nChanged 125
		SP:Iteration 14Q (97142.310000 sec): 3 clusters
  Score: Raw -767815.827122 + Penalty 2994.593280 = -764821.233842
  nChanged 115
		SP:Iteration 15Q (97142.500000 sec): 3 clusters
  Score: Raw -767889.024819 + Penalty 2994.593280 = -764894.431538
  nChanged 102
		SP:Iteration 16Q (97142.690000 sec): 3 clusters
  Score: Raw -767947.269313 + Penalty 2994.593280 = -764952.676033
  nChanged 84
		SP:Iteration 17Q (97142.910000 sec): 3 clusters
  Score: Raw -767987.251446 + Penalty 2994.593280 = -764992.658166
  nChanged 69
		SP:Iteration 18Q (97143.110000 sec): 3 clusters
  Score: Raw -768027.648666 + Penalty 2994.593280 = -765033.055386
  nChanged 75
		SP:Iteration 19Q (97143.310000 sec): 3 clusters
  Score: Raw -768070.595652 + Penalty 2994.593280 = -765076.002372
  nChanged 64
		SP:Iteration 20F (97143.480000 sec): 3 clusters
  Score: Raw -768103.127202 + Penalty 2994.593280 = -765108.533922
  nChanged 47
		SP:Iteration 21Q (97143.690000 sec): 3 clusters
  Score: Raw -768126.779623 + Penalty 2994.593280 = -765132.186342
  nChanged 40
		SP:Iteration 22Q (97143.900000 sec): 3 clusters
  Score: Raw -768143.709307 + Penalty 2994.593280 = -765149.116027
  nChanged 45
		SP:Iteration 23Q (97144.100000 sec): 3 clusters
  Score: Raw -768164.831709 + Penalty 2994.593280 = -765170.238428
  nChanged 42
		SP:Iteration 24Q (97144.310000 sec): 3 clusters
  Score: Raw -768186.854383 + Penalty 2994.593280 = -765192.261103
  nChanged 27
		SP:Iteration 25Q (97144.540000 sec): 3 clusters
  Score: Raw -768201.271167 + Penalty 2994.593280 = -765206.677886
  nChanged 23
		SP:Iteration 26Q (97144.750000 sec): 3 clusters
  Score: Raw -768211.497986 + Penalty 2994.593280 = -765216.904706
  nChanged 18
		SP:Iteration 27Q (97144.970000 sec): 3 clusters
  Score: Raw -768216.080635 + Penalty 2994.593280 = -765221.487355
  nChanged 9
		SP:Iteration 28Q (97145.180000 sec): 3 clusters
  Score: Raw -768218.904035 + Penalty 2994.593280 = -765224.310754
  nChanged 8
		SP:Iteration 29Q (97145.400000 sec): 3 clusters
  Score: Raw -768222.727339 + Penalty 2994.593280 = -765228.134059
  nChanged 8
		SP:Iteration 30Q (97145.620000 sec): 3 clusters
  Score: Raw -768226.040002 + Penalty 2994.593280 = -765231.446721
  nChanged 6
		SP:Iteration 31Q (97145.820000 sec): 3 clusters
  Score: Raw -768227.981197 + Penalty 2994.593280 = -765233.387917
  nChanged 8
		SP:Iteration 32Q (97146.020000 sec): 3 clusters
  Score: Raw -768231.295730 + Penalty 2994.593280 = -765236.702450
  nChanged 8
		SP:Iteration 33Q (97146.230000 sec): 3 clusters
  Score: Raw -768234.324613 + Penalty 2994.593280 = -765239.731333
  nChanged 14
		SP:Iteration 34Q (97146.430000 sec): 3 clusters
  Score: Raw -768242.516593 + Penalty 2994.593280 = -765247.923313
  nChanged 15
		SP:Iteration 35Q (97146.630000 sec): 3 clusters
  Score: Raw -768252.739080 + Penalty 2994.593280 = -765258.145799
  nChanged 17
		SP:Iteration 36Q (97146.830000 sec): 3 clusters
  Score: Raw -768260.018553 + Penalty 2994.593280 = -765265.425272
  nChanged 13
		SP:Iteration 37Q (97147.030000 sec): 3 clusters
  Score: Raw -768264.218056 + Penalty 2994.593280 = -765269.624775
  nChanged 7
		SP:Iteration 38Q (97147.230000 sec): 3 clusters
  Score: Raw -768267.541405 + Penalty 2994.593280 = -765272.948125
  nChanged 3
		SP:Iteration 39Q (97147.470000 sec): 3 clusters
  Score: Raw -768268.418141 + Penalty 2994.593280 = -765273.824861
  nChanged 2
		SP:Iteration 40F (97147.630000 sec): 3 clusters
  Score: Raw -768269.130206 + Penalty 2994.593280 = -765274.536925
  nChanged 1
		SP:Iteration 41Q (97147.830000 sec): 3 clusters
  Score: Raw -768269.338865 + Penalty 2994.593280 = -765274.745585
  nChanged 0
		SP:Iteration 42F (97148.090000 sec): 3 clusters
  Score: Raw -768269.338865 + Penalty 2994.593280 = -765274.745585
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 49 (4602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97148.190000 sec): 2 clusters
  Score: Raw -387790.452079 + Penalty 1370.565019 = -386419.887060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97148.410000 sec): 3 clusters
  Score: Raw -385430.131186 + Penalty 2741.130038 = -382689.001148
  nChanged 1838
		SP:Iteration 1F (97148.640000 sec): 3 clusters
  Score: Raw -386568.581834 + Penalty 2741.130038 = -383827.451796
  nChanged 420
		SP:Iteration 2F (97148.780000 sec): 3 clusters
  Score: Raw -386918.524996 + Penalty 2741.130038 = -384177.394958
  nChanged 349
		SP:Iteration 3F (97148.930000 sec): 3 clusters
  Score: Raw -387213.780154 + Penalty 2741.130038 = -384472.650116
  nChanged 300
		SP:Iteration 4F (97149.090000 sec): 3 clusters
  Score: Raw -387429.142372 + Penalty 2741.130038 = -384688.012334
  nChanged 216
		SP:Iteration 5Q (97149.250000 sec): 3 clusters
  Score: Raw -387575.838432 + Penalty 2741.130038 = -384834.708394
  nChanged 170
		SP:Iteration 6Q (97149.410000 sec): 3 clusters
  Score: Raw -387684.124191 + Penalty 2741.130038 = -384942.994153
  nChanged 163
		SP:Iteration 7Q (97149.570000 sec): 3 clusters
  Score: Raw -387779.842579 + Penalty 2741.130038 = -385038.712541
  nChanged 104
		SP:Iteration 8Q (97149.780000 sec): 3 clusters
  Score: Raw -387828.266301 + Penalty 2741.130038 = -385087.136263
  nChanged 69
		SP:Iteration 9Q (97149.910000 sec): 3 clusters
  Score: Raw -387857.185423 + Penalty 2741.130038 = -385116.055385
  nChanged 38
		SP:Iteration 10Q (97150.070000 sec): 3 clusters
  Score: Raw -387872.640004 + Penalty 2741.130038 = -385131.509966
  nChanged 27
		SP:Iteration 11Q (97150.230000 sec): 3 clusters
  Score: Raw -387882.360317 + Penalty 2741.130038 = -385141.230279
  nChanged 31
		SP:Iteration 12Q (97150.390000 sec): 3 clusters
  Score: Raw -387894.872745 + Penalty 2741.130038 = -385153.742707
  nChanged 22
		SP:Iteration 13Q (97150.550000 sec): 3 clusters
  Score: Raw -387902.654016 + Penalty 2741.130038 = -385161.523978
  nChanged 18
		SP:Iteration 14Q (97150.710000 sec): 3 clusters
  Score: Raw -387908.230451 + Penalty 2741.130038 = -385167.100413
  nChanged 17
		SP:Iteration 15Q (97150.860000 sec): 3 clusters
  Score: Raw -387915.059224 + Penalty 2741.130038 = -385173.929186
  nChanged 19
		SP:Iteration 16Q (97151.020000 sec): 3 clusters
  Score: Raw -387925.782693 + Penalty 2741.130038 = -385184.652655
  nChanged 26
		SP:Iteration 17Q (97151.180000 sec): 3 clusters
  Score: Raw -387939.067967 + Penalty 2741.130038 = -385197.937929
  nChanged 36
		SP:Iteration 18Q (97151.340000 sec): 3 clusters
  Score: Raw -387957.760508 + Penalty 2741.130038 = -385216.630470
  nChanged 31
		SP:Iteration 19Q (97151.500000 sec): 3 clusters
  Score: Raw -387977.066480 + Penalty 2741.130038 = -385235.936442
  nChanged 38
		SP:Iteration 20F (97151.660000 sec): 3 clusters
  Score: Raw -387996.192418 + Penalty 2741.130038 = -385255.062380
  nChanged 39
		SP:Iteration 21Q (97151.820000 sec): 3 clusters
  Score: Raw -388017.562600 + Penalty 2741.130038 = -385276.432562
  nChanged 28
		SP:Iteration 22Q (97151.980000 sec): 3 clusters
  Score: Raw -388031.031248 + Penalty 2741.130038 = -385289.901210
  nChanged 19
		SP:Iteration 23Q (97152.160000 sec): 3 clusters
  Score: Raw -388038.961019 + Penalty 2741.130038 = -385297.830981
  nChanged 23
		SP:Iteration 24Q (97152.330000 sec): 3 clusters
  Score: Raw -388048.216016 + Penalty 2741.130038 = -385307.085978
  nChanged 19
		SP:Iteration 25Q (97152.490000 sec): 3 clusters
  Score: Raw -388057.330523 + Penalty 2741.130038 = -385316.200485
  nChanged 18
		SP:Iteration 26Q (97152.650000 sec): 3 clusters
  Score: Raw -388064.024945 + Penalty 2741.130038 = -385322.894907
  nChanged 11
		SP:Iteration 27Q (97152.810000 sec): 3 clusters
  Score: Raw -388068.029901 + Penalty 2741.130038 = -385326.899863
  nChanged 6
		SP:Iteration 28Q (97152.970000 sec): 3 clusters
  Score: Raw -388071.078680 + Penalty 2741.130038 = -385329.948642
  nChanged 10
		SP:Iteration 29Q (97153.130000 sec): 3 clusters
  Score: Raw -388075.579685 + Penalty 2741.130038 = -385334.449647
  nChanged 7
		SP:Iteration 30Q (97153.290000 sec): 3 clusters
  Score: Raw -388078.708489 + Penalty 2741.130038 = -385337.578451
  nChanged 11
		SP:Iteration 31Q (97153.440000 sec): 3 clusters
  Score: Raw -388083.167725 + Penalty 2741.130038 = -385342.037687
  nChanged 13
		SP:Iteration 32Q (97153.600000 sec): 3 clusters
  Score: Raw -388087.631053 + Penalty 2741.130038 = -385346.501015
  nChanged 8
		SP:Iteration 33Q (97153.760000 sec): 3 clusters
  Score: Raw -388089.914494 + Penalty 2741.130038 = -385348.784457
  nChanged 5
		SP:Iteration 34Q (97153.920000 sec): 3 clusters
  Score: Raw -388091.821593 + Penalty 2741.130038 = -385350.691555
  nChanged 6
		SP:Iteration 35Q (97154.070000 sec): 3 clusters
  Score: Raw -388094.527879 + Penalty 2741.130038 = -385353.397841
  nChanged 2
		SP:Iteration 36Q (97154.240000 sec): 3 clusters
  Score: Raw -388095.378009 + Penalty 2741.130038 = -385354.247971
  nChanged 2
		SP:Iteration 37Q (97154.400000 sec): 3 clusters
  Score: Raw -388096.073143 + Penalty 2741.130038 = -385354.943105
  nChanged 1
		SP:Iteration 38Q (97154.550000 sec): 3 clusters
  Score: Raw -388096.764662 + Penalty 2741.130038 = -385355.634624
  nChanged 1
		SP:Iteration 39Q (97154.710000 sec): 3 clusters
  Score: Raw -388097.156563 + Penalty 2741.130038 = -385356.026525
  nChanged 2
		SP:Iteration 40F (97154.870000 sec): 3 clusters
  Score: Raw -388097.629963 + Penalty 2741.130038 = -385356.499925
  nChanged 1
		SP:Iteration 41Q (97155.030000 sec): 3 clusters
  Score: Raw -388097.947007 + Penalty 2741.130038 = -385356.816969
  nChanged 0
		SP:Iteration 42F (97155.190000 sec): 3 clusters
  Score: Raw -388097.947007 + Penalty 2741.130038 = -385356.816969
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 50 (7880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97155.300000 sec): 2 clusters
  Score: Raw -734389.594606 + Penalty 1457.963517 = -732931.631088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97155.480000 sec): 3 clusters
  Score: Raw -730006.520820 + Penalty 2915.927034 = -727090.593786
  nChanged 3325
		SP:Iteration 1F (97155.640000 sec): 3 clusters
  Score: Raw -731830.726774 + Penalty 2915.927034 = -728914.799740
  nChanged 449
		SP:Iteration 2F (97155.810000 sec): 3 clusters
  Score: Raw -732028.981820 + Penalty 2915.927034 = -729113.054785
  nChanged 373
		SP:Iteration 3Q (97156.000000 sec): 3 clusters
  Score: Raw -732171.774225 + Penalty 2915.927034 = -729255.847191
  nChanged 309
		SP:Iteration 4Q (97156.180000 sec): 3 clusters
  Score: Raw -732293.019418 + Penalty 2915.927034 = -729377.092383
  nChanged 272
		SP:Iteration 5Q (97156.380000 sec): 3 clusters
  Score: Raw -732411.223771 + Penalty 2915.927034 = -729495.296737
  nChanged 267
		SP:Iteration 6Q (97156.570000 sec): 3 clusters
  Score: Raw -732540.780249 + Penalty 2915.927034 = -729624.853214
  nChanged 268
		SP:Iteration 7Q (97156.760000 sec): 3 clusters
  Score: Raw -732684.038861 + Penalty 2915.927034 = -729768.111827
  nChanged 257
		SP:Iteration 8Q (97156.970000 sec): 3 clusters
  Score: Raw -732817.539817 + Penalty 2915.927034 = -729901.612783
  nChanged 265
		SP:Iteration 9Q (97157.160000 sec): 3 clusters
  Score: Raw -732958.277073 + Penalty 2915.927034 = -730042.350039
  nChanged 267
		SP:Iteration 10Q (97157.350000 sec): 3 clusters
  Score: Raw -733112.627266 + Penalty 2915.927034 = -730196.700232
  nChanged 253
		SP:Iteration 11Q (97157.550000 sec): 3 clusters
  Score: Raw -733260.770905 + Penalty 2915.927034 = -730344.843870
  nChanged 260
		SP:Iteration 12Q (97157.740000 sec): 3 clusters
  Score: Raw -733406.008975 + Penalty 2915.927034 = -730490.081941
  nChanged 262
		SP:Iteration 13Q (97157.960000 sec): 3 clusters
  Score: Raw -733562.737118 + Penalty 2915.927034 = -730646.810084
  nChanged 247
		SP:Iteration 14Q (97158.160000 sec): 3 clusters
  Score: Raw -733697.882037 + Penalty 2915.927034 = -730781.955003
  nChanged 190
		SP:Iteration 15Q (97158.360000 sec): 3 clusters
  Score: Raw -733796.026519 + Penalty 2915.927034 = -730880.099485
  nChanged 156
		SP:Iteration 16Q (97158.550000 sec): 3 clusters
  Score: Raw -733864.976221 + Penalty 2915.927034 = -730949.049186
  nChanged 119
		SP:Iteration 17Q (97158.740000 sec): 3 clusters
  Score: Raw -733912.177544 + Penalty 2915.927034 = -730996.250510
  nChanged 93
		SP:Iteration 18Q (97158.930000 sec): 3 clusters
  Score: Raw -733950.366603 + Penalty 2915.927034 = -731034.439569
  nChanged 88
		SP:Iteration 19Q (97159.130000 sec): 3 clusters
  Score: Raw -733983.808325 + Penalty 2915.927034 = -731067.881291
  nChanged 86
		SP:Iteration 20F (97159.360000 sec): 3 clusters
  Score: Raw -734010.047358 + Penalty 2915.927034 = -731094.120323
  nChanged 70
		SP:Iteration 21Q (97159.570000 sec): 3 clusters
  Score: Raw -734030.163199 + Penalty 2915.927034 = -731114.236164
  nChanged 59
		SP:Iteration 22Q (97159.750000 sec): 3 clusters
  Score: Raw -734045.757410 + Penalty 2915.927034 = -731129.830375
  nChanged 50
		SP:Iteration 23Q (97159.930000 sec): 3 clusters
  Score: Raw -734058.793481 + Penalty 2915.927034 = -731142.866447
  nChanged 41
		SP:Iteration 24Q (97160.130000 sec): 3 clusters
  Score: Raw -734068.906126 + Penalty 2915.927034 = -731152.979092
  nChanged 43
		SP:Iteration 25Q (97160.400000 sec): 3 clusters
  Score: Raw -734080.682357 + Penalty 2915.927034 = -731164.755322
  nChanged 47
		SP:Iteration 26Q (97160.610000 sec): 3 clusters
  Score: Raw -734094.714551 + Penalty 2915.927034 = -731178.787516
  nChanged 48
		SP:Iteration 27Q (97160.810000 sec): 3 clusters
  Score: Raw -734108.471800 + Penalty 2915.927034 = -731192.544766
  nChanged 45
		SP:Iteration 28Q (97160.990000 sec): 3 clusters
  Score: Raw -734120.109740 + Penalty 2915.927034 = -731204.182705
  nChanged 43
		SP:Iteration 29Q (97161.160000 sec): 3 clusters
  Score: Raw -734135.069539 + Penalty 2915.927034 = -731219.142505
  nChanged 45
		SP:Iteration 30Q (97161.350000 sec): 3 clusters
  Score: Raw -734147.813506 + Penalty 2915.927034 = -731231.886471
  nChanged 30
		SP:Iteration 31Q (97161.630000 sec): 3 clusters
  Score: Raw -734155.590743 + Penalty 2915.927034 = -731239.663708
  nChanged 25
		SP:Iteration 32Q (97161.810000 sec): 3 clusters
  Score: Raw -734161.531849 + Penalty 2915.927034 = -731245.604814
  nChanged 28
		SP:Iteration 33Q (97162.010000 sec): 3 clusters
  Score: Raw -734168.548144 + Penalty 2915.927034 = -731252.621109
  nChanged 24
		SP:Iteration 34Q (97162.200000 sec): 3 clusters
  Score: Raw -734174.187203 + Penalty 2915.927034 = -731258.260168
  nChanged 19
		SP:Iteration 35Q (97162.390000 sec): 3 clusters
  Score: Raw -734178.392605 + Penalty 2915.927034 = -731262.465571
  nChanged 22
		SP:Iteration 36Q (97162.560000 sec): 3 clusters
  Score: Raw -734184.186384 + Penalty 2915.927034 = -731268.259350
  nChanged 27
		SP:Iteration 37Q (97162.770000 sec): 3 clusters
  Score: Raw -734190.773320 + Penalty 2915.927034 = -731274.846285
  nChanged 26
		SP:Iteration 38Q (97163.000000 sec): 3 clusters
  Score: Raw -734197.265477 + Penalty 2915.927034 = -731281.338442
  nChanged 27
		SP:Iteration 39Q (97163.160000 sec): 3 clusters
  Score: Raw -734204.783741 + Penalty 2915.927034 = -731288.856707
  nChanged 32
		SP:Iteration 40F (97163.340000 sec): 3 clusters
  Score: Raw -734215.696878 + Penalty 2915.927034 = -731299.769844
  nChanged 43
		SP:Iteration 41Q (97163.520000 sec): 3 clusters
  Score: Raw -734231.683771 + Penalty 2915.927034 = -731315.756737
  nChanged 39
		SP:Iteration 42Q (97163.700000 sec): 3 clusters
  Score: Raw -734248.072272 + Penalty 2915.927034 = -731332.145237
  nChanged 49
		SP:Iteration 43Q (97163.880000 sec): 3 clusters
  Score: Raw -734268.654521 + Penalty 2915.927034 = -731352.727486
  nChanged 45
		SP:Iteration 44Q (97164.060000 sec): 3 clusters
  Score: Raw -734285.444711 + Penalty 2915.927034 = -731369.517676
  nChanged 46
		SP:Iteration 45Q (97164.240000 sec): 3 clusters
  Score: Raw -734303.295866 + Penalty 2915.927034 = -731387.368832
  nChanged 54
		SP:Iteration 46Q (97164.420000 sec): 3 clusters
  Score: Raw -734324.938207 + Penalty 2915.927034 = -731409.011173
  nChanged 45
		SP:Iteration 47Q (97164.610000 sec): 3 clusters
  Score: Raw -734341.163963 + Penalty 2915.927034 = -731425.236929
  nChanged 36
		SP:Iteration 48Q (97164.810000 sec): 3 clusters
  Score: Raw -734352.964404 + Penalty 2915.927034 = -731437.037370
  nChanged 31
		SP:Iteration 49Q (97164.990000 sec): 3 clusters
  Score: Raw -734361.779825 + Penalty 2915.927034 = -731445.852791
  nChanged 23
		SP:Iteration 50Q (97165.170000 sec): 3 clusters
  Score: Raw -734369.202167 + Penalty 2915.927034 = -731453.275133
  nChanged 21
		SP:Iteration 51Q (97165.420000 sec): 3 clusters
  Score: Raw -734376.846972 + Penalty 2915.927034 = -731460.919937
  nChanged 21
		SP:Iteration 52Q (97165.570000 sec): 3 clusters
  Score: Raw -734383.837825 + Penalty 2915.927034 = -731467.910791
  nChanged 24
		SP:Iteration 53Q (97165.760000 sec): 3 clusters
  Score: Raw -734389.961882 + Penalty 2915.927034 = -731474.034848
  nChanged 17
		SP:Iteration 54Q (97165.940000 sec): 3 clusters
  Score: Raw -734393.713265 + Penalty 2915.927034 = -731477.786231
  nChanged 18
		SP:Iteration 55Q (97166.120000 sec): 3 clusters
  Score: Raw -734399.669585 + Penalty 2915.927034 = -731483.742550
  nChanged 18
		SP:Iteration 56Q (97166.300000 sec): 3 clusters
  Score: Raw -734405.358244 + Penalty 2915.927034 = -731489.431209
  nChanged 18
		SP:Iteration 57Q (97166.480000 sec): 3 clusters
  Score: Raw -734410.427680 + Penalty 2915.927034 = -731494.500646
  nChanged 16
		SP:Iteration 58Q (97166.700000 sec): 3 clusters
  Score: Raw -734414.807897 + Penalty 2915.927034 = -731498.880863
  nChanged 12
		SP:Iteration 59Q (97166.880000 sec): 3 clusters
  Score: Raw -734418.326983 + Penalty 2915.927034 = -731502.399949
  nChanged 14
		SP:Iteration 60F (97167.050000 sec): 3 clusters
  Score: Raw -734422.098645 + Penalty 2915.927034 = -731506.171611
  nChanged 15
		SP:Iteration 61Q (97167.230000 sec): 3 clusters
  Score: Raw -734426.614022 + Penalty 2915.927034 = -731510.686987
  nChanged 18
		SP:Iteration 62Q (97167.390000 sec): 3 clusters
  Score: Raw -734432.867398 + Penalty 2915.927034 = -731516.940364
  nChanged 16
		SP:Iteration 63Q (97167.570000 sec): 3 clusters
  Score: Raw -734438.677695 + Penalty 2915.927034 = -731522.750661
  nChanged 15
		SP:Iteration 64Q (97167.760000 sec): 3 clusters
  Score: Raw -734443.499005 + Penalty 2915.927034 = -731527.571971
  nChanged 17
		SP:Iteration 65Q (97167.940000 sec): 3 clusters
  Score: Raw -734447.708282 + Penalty 2915.927034 = -731531.781248
  nChanged 11
		SP:Iteration 66Q (97168.120000 sec): 3 clusters
  Score: Raw -734450.136019 + Penalty 2915.927034 = -731534.208985
  nChanged 8
		SP:Iteration 67Q (97168.300000 sec): 3 clusters
  Score: Raw -734451.565245 + Penalty 2915.927034 = -731535.638211
  nChanged 6
		SP:Iteration 68Q (97168.490000 sec): 3 clusters
  Score: Raw -734453.463885 + Penalty 2915.927034 = -731537.536851
  nChanged 11
		SP:Iteration 69Q (97168.680000 sec): 3 clusters
  Score: Raw -734456.521246 + Penalty 2915.927034 = -731540.594211
  nChanged 12
		SP:Iteration 70Q (97168.860000 sec): 3 clusters
  Score: Raw -734459.573867 + Penalty 2915.927034 = -731543.646833
  nChanged 12
		SP:Iteration 71Q (97169.050000 sec): 3 clusters
  Score: Raw -734462.577770 + Penalty 2915.927034 = -731546.650735
  nChanged 6
		SP:Iteration 72Q (97169.270000 sec): 3 clusters
  Score: Raw -734464.103048 + Penalty 2915.927034 = -731548.176014
  nChanged 4
		SP:Iteration 73Q (97169.450000 sec): 3 clusters
  Score: Raw -734465.211752 + Penalty 2915.927034 = -731549.284718
  nChanged 2
		SP:Iteration 74Q (97169.650000 sec): 3 clusters
  Score: Raw -734465.492981 + Penalty 2915.927034 = -731549.565946
  nChanged 1
		SP:Iteration 75Q (97169.850000 sec): 3 clusters
  Score: Raw -734465.729970 + Penalty 2915.927034 = -731549.802936
  nChanged 1
		SP:Iteration 76Q (97170.050000 sec): 3 clusters
  Score: Raw -734465.966675 + Penalty 2915.927034 = -731550.039640
  nChanged 1
		SP:Iteration 77Q (97170.240000 sec): 3 clusters
  Score: Raw -734466.155661 + Penalty 2915.927034 = -731550.228626
  nChanged 1
		SP:Iteration 78Q (97170.430000 sec): 3 clusters
  Score: Raw -734466.291944 + Penalty 2915.927034 = -731550.364909
  nChanged 2
		SP:Iteration 79Q (97170.630000 sec): 3 clusters
  Score: Raw -734466.956164 + Penalty 2915.927034 = -731551.029130
  nChanged 3
		SP:Iteration 80F (97170.850000 sec): 3 clusters
  Score: Raw -734467.531091 + Penalty 2915.927034 = -731551.604056
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 51 (11656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97171.010000 sec): 2 clusters
  Score: Raw -994206.726662 + Penalty 1521.581157 = -992685.145505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97171.230000 sec): 3 clusters
  Score: Raw -987591.978713 + Penalty 3043.162313 = -984548.816400
  nChanged 5011
		SP:Iteration 1F (97171.480000 sec): 3 clusters
  Score: Raw -990201.615558 + Penalty 3043.162313 = -987158.453245
  nChanged 633
		SP:Iteration 2F (97171.680000 sec): 3 clusters
  Score: Raw -990423.523324 + Penalty 3043.162313 = -987380.361011
  nChanged 463
		SP:Iteration 3Q (97171.950000 sec): 3 clusters
  Score: Raw -990587.193660 + Penalty 3043.162313 = -987544.031347
  nChanged 420
		SP:Iteration 4Q (97172.170000 sec): 3 clusters
  Score: Raw -990746.171744 + Penalty 3043.162313 = -987703.009431
  nChanged 411
		SP:Iteration 5Q (97172.410000 sec): 3 clusters
  Score: Raw -990919.716822 + Penalty 3043.162313 = -987876.554509
  nChanged 437
		SP:Iteration 6Q (97172.650000 sec): 3 clusters
  Score: Raw -991110.797638 + Penalty 3043.162313 = -988067.635325
  nChanged 462
		SP:Iteration 7Q (97172.850000 sec): 3 clusters
  Score: Raw -991321.025110 + Penalty 3043.162313 = -988277.862797
  nChanged 485
		SP:Iteration 8Q (97173.090000 sec): 3 clusters
  Score: Raw -991561.531265 + Penalty 3043.162313 = -988518.368952
  nChanged 485
		SP:Iteration 9Q (97173.320000 sec): 3 clusters
  Score: Raw -991829.221692 + Penalty 3043.162313 = -988786.059379
  nChanged 517
		SP:Iteration 10Q (97173.590000 sec): 3 clusters
  Score: Raw -992152.715885 + Penalty 3043.162313 = -989109.553572
  nChanged 570
		SP:Iteration 11Q (97173.750000 sec): 3 clusters
  Score: Raw -992534.110102 + Penalty 3043.162313 = -989490.947789
  nChanged 533
		SP:Iteration 12Q (97174.010000 sec): 3 clusters
  Score: Raw -992921.367155 + Penalty 3043.162313 = -989878.204842
  nChanged 488
		SP:Iteration 13Q (97174.160000 sec): 3 clusters
  Score: Raw -993256.684017 + Penalty 3043.162313 = -990213.521704
  nChanged 392
		SP:Iteration 14Q (97174.390000 sec): 3 clusters
  Score: Raw -993467.105315 + Penalty 3043.162313 = -990423.943002
  nChanged 266
		SP:Iteration 15Q (97174.630000 sec): 3 clusters
  Score: Raw -993576.014411 + Penalty 3043.162313 = -990532.852098
  nChanged 189
		SP:Iteration 16Q (97174.820000 sec): 3 clusters
  Score: Raw -993641.271893 + Penalty 3043.162313 = -990598.109580
  nChanged 152
		SP:Iteration 17Q (97175.090000 sec): 3 clusters
  Score: Raw -993692.421961 + Penalty 3043.162313 = -990649.259648
  nChanged 132
		SP:Iteration 18Q (97175.320000 sec): 3 clusters
  Score: Raw -993736.212819 + Penalty 3043.162313 = -990693.050506
  nChanged 129
		SP:Iteration 19Q (97175.520000 sec): 3 clusters
  Score: Raw -993787.876941 + Penalty 3043.162313 = -990744.714628
  nChanged 118
		SP:Iteration 20F (97175.720000 sec): 3 clusters
  Score: Raw -993834.388841 + Penalty 3043.162313 = -990791.226528
  nChanged 122
		SP:Iteration 21Q (97175.970000 sec): 3 clusters
  Score: Raw -993880.186894 + Penalty 3043.162313 = -990837.024581
  nChanged 108
		SP:Iteration 22Q (97176.230000 sec): 3 clusters
  Score: Raw -993920.408106 + Penalty 3043.162313 = -990877.245793
  nChanged 110
		SP:Iteration 23Q (97176.470000 sec): 3 clusters
  Score: Raw -993957.511868 + Penalty 3043.162313 = -990914.349555
  nChanged 108
		SP:Iteration 24Q (97176.620000 sec): 3 clusters
  Score: Raw -993992.813550 + Penalty 3043.162313 = -990949.651237
  nChanged 94
		SP:Iteration 25Q (97176.850000 sec): 3 clusters
  Score: Raw -994026.277777 + Penalty 3043.162313 = -990983.115464
  nChanged 87
		SP:Iteration 26Q (97177.070000 sec): 3 clusters
  Score: Raw -994058.700122 + Penalty 3043.162313 = -991015.537809
  nChanged 91
		SP:Iteration 27Q (97177.270000 sec): 3 clusters
  Score: Raw -994097.551147 + Penalty 3043.162313 = -991054.388834
  nChanged 93
		SP:Iteration 28Q (97177.510000 sec): 3 clusters
  Score: Raw -994145.679202 + Penalty 3043.162313 = -991102.516888
  nChanged 103
		SP:Iteration 29Q (97177.780000 sec): 3 clusters
  Score: Raw -994189.819746 + Penalty 3043.162313 = -991146.657433
  nChanged 80
		SP:Iteration 30Q (97177.930000 sec): 3 clusters
  Score: Raw -994227.490102 + Penalty 3043.162313 = -991184.327789
  nChanged 91
		SP:Iteration 31Q (97178.170000 sec): 3 clusters
  Score: Raw -994266.295919 + Penalty 3043.162313 = -991223.133605
  nChanged 85
		SP:Iteration 32Q (97178.370000 sec): 3 clusters
  Score: Raw -994300.630368 + Penalty 3043.162313 = -991257.468055
  nChanged 86
		SP:Iteration 33Q (97178.620000 sec): 3 clusters
  Score: Raw -994338.837996 + Penalty 3043.162313 = -991295.675683
  nChanged 76
		SP:Iteration 34Q (97178.860000 sec): 3 clusters
  Score: Raw -994373.828955 + Penalty 3043.162313 = -991330.666642
  nChanged 75
		SP:Iteration 35Q (97179.100000 sec): 3 clusters
  Score: Raw -994404.482542 + Penalty 3043.162313 = -991361.320229
  nChanged 66
		SP:Iteration 36Q (97179.350000 sec): 3 clusters
  Score: Raw -994431.717643 + Penalty 3043.162313 = -991388.555330
  nChanged 57
		SP:Iteration 37Q (97179.650000 sec): 3 clusters
  Score: Raw -994453.257238 + Penalty 3043.162313 = -991410.094925
  nChanged 50
		SP:Iteration 38Q (97179.860000 sec): 3 clusters
  Score: Raw -994468.570389 + Penalty 3043.162313 = -991425.408076
  nChanged 52
		SP:Iteration 39Q (97180.050000 sec): 3 clusters
  Score: Raw -994484.495131 + Penalty 3043.162313 = -991441.332818
  nChanged 48
		SP:Iteration 40F (97180.240000 sec): 3 clusters
  Score: Raw -994500.391908 + Penalty 3043.162313 = -991457.229595
  nChanged 39
		SP:Iteration 41Q (97180.480000 sec): 3 clusters
  Score: Raw -994511.444794 + Penalty 3043.162313 = -991468.282481
  nChanged 30
		SP:Iteration 42Q (97180.730000 sec): 3 clusters
  Score: Raw -994517.875168 + Penalty 3043.162313 = -991474.712854
  nChanged 19
		SP:Iteration 43Q (97180.990000 sec): 3 clusters
  Score: Raw -994522.880820 + Penalty 3043.162313 = -991479.718507
  nChanged 11
		SP:Iteration 44Q (97181.150000 sec): 3 clusters
  Score: Raw -994526.268478 + Penalty 3043.162313 = -991483.106165
  nChanged 14
		SP:Iteration 45Q (97181.390000 sec): 3 clusters
  Score: Raw -994529.303812 + Penalty 3043.162313 = -991486.141499
  nChanged 8
		SP:Iteration 46Q (97181.650000 sec): 3 clusters
  Score: Raw -994531.373096 + Penalty 3043.162313 = -991488.210783
  nChanged 8
		SP:Iteration 47Q (97181.850000 sec): 3 clusters
  Score: Raw -994533.148465 + Penalty 3043.162313 = -991489.986152
  nChanged 9
		SP:Iteration 48Q (97182.090000 sec): 3 clusters
  Score: Raw -994534.681031 + Penalty 3043.162313 = -991491.518718
  nChanged 9
		SP:Iteration 49Q (97182.270000 sec): 3 clusters
  Score: Raw -994535.566560 + Penalty 3043.162313 = -991492.404247
  nChanged 7
		SP:Iteration 50Q (97182.510000 sec): 3 clusters
  Score: Raw -994536.917739 + Penalty 3043.162313 = -991493.755426
  nChanged 8
		SP:Iteration 51Q (97182.750000 sec): 3 clusters
  Score: Raw -994538.616338 + Penalty 3043.162313 = -991495.454024
  nChanged 9
		SP:Iteration 52Q (97183.000000 sec): 3 clusters
  Score: Raw -994540.084065 + Penalty 3043.162313 = -991496.921752
  nChanged 7
		SP:Iteration 53Q (97183.190000 sec): 3 clusters
  Score: Raw -994541.131248 + Penalty 3043.162313 = -991497.968935
  nChanged 7
		SP:Iteration 54Q (97183.430000 sec): 3 clusters
  Score: Raw -994542.941417 + Penalty 3043.162313 = -991499.779104
  nChanged 10
		SP:Iteration 55Q (97183.660000 sec): 3 clusters
  Score: Raw -994545.084253 + Penalty 3043.162313 = -991501.921940
  nChanged 13
		SP:Iteration 56Q (97183.900000 sec): 3 clusters
  Score: Raw -994548.219143 + Penalty 3043.162313 = -991505.056830
  nChanged 8
		SP:Iteration 57Q (97184.150000 sec): 3 clusters
  Score: Raw -994550.160628 + Penalty 3043.162313 = -991506.998315
  nChanged 15
		SP:Iteration 58Q (97184.380000 sec): 3 clusters
  Score: Raw -994553.261252 + Penalty 3043.162313 = -991510.098939
  nChanged 11
		SP:Iteration 59Q (97184.630000 sec): 3 clusters
  Score: Raw -994555.015993 + Penalty 3043.162313 = -991511.853680
  nChanged 5
		SP:Iteration 60F (97184.890000 sec): 3 clusters
  Score: Raw -994556.107214 + Penalty 3043.162313 = -991512.944901
  nChanged 4
		SP:Iteration 61Q (97185.170000 sec): 3 clusters
  Score: Raw -994556.655105 + Penalty 3043.162313 = -991513.492792
  nChanged 7
		SP:Iteration 62Q (97185.330000 sec): 3 clusters
  Score: Raw -994557.910290 + Penalty 3043.162313 = -991514.747977
  nChanged 3
		SP:Iteration 63Q (97185.570000 sec): 3 clusters
  Score: Raw -994558.604154 + Penalty 3043.162313 = -991515.441841
  nChanged 3
		SP:Iteration 64Q (97185.810000 sec): 3 clusters
  Score: Raw -994559.230052 + Penalty 3043.162313 = -991516.067739
  nChanged 3
		SP:Iteration 65Q (97186.010000 sec): 3 clusters
  Score: Raw -994559.586754 + Penalty 3043.162313 = -991516.424441
  nChanged 2
		SP:Iteration 66Q (97186.240000 sec): 3 clusters
  Score: Raw -994559.947489 + Penalty 3043.162313 = -991516.785175
  nChanged 4
		SP:Iteration 67Q (97186.500000 sec): 3 clusters
  Score: Raw -994560.614360 + Penalty 3043.162313 = -991517.452047
  nChanged 2
		SP:Iteration 68Q (97186.660000 sec): 3 clusters
  Score: Raw -994560.935998 + Penalty 3043.162313 = -991517.773685
  nChanged 2
		SP:Iteration 69Q (97186.940000 sec): 3 clusters
  Score: Raw -994561.089299 + Penalty 3043.162313 = -991517.926986
  nChanged 0
		SP:Iteration 70F (97187.100000 sec): 3 clusters
  Score: Raw -994561.089299 + Penalty 3043.162313 = -991517.926986
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 52 (14308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97187.270000 sec): 2 clusters
  Score: Raw -1205184.979428 + Penalty 1554.893291 = -1203630.086136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97187.560000 sec): 3 clusters
  Score: Raw -1196919.477218 + Penalty 3109.786583 = -1193809.690635
  nChanged 6254
		SP:Iteration 1F (97187.760000 sec): 3 clusters
  Score: Raw -1200501.154598 + Penalty 3109.786583 = -1197391.368015
  nChanged 976
		SP:Iteration 2F (97188.030000 sec): 3 clusters
  Score: Raw -1201014.032176 + Penalty 3109.786583 = -1197904.245593
  nChanged 885
		SP:Iteration 3F (97188.330000 sec): 3 clusters
  Score: Raw -1201480.757241 + Penalty 3109.786583 = -1198370.970659
  nChanged 794
		SP:Iteration 4F (97188.520000 sec): 3 clusters
  Score: Raw -1201927.139361 + Penalty 3109.786583 = -1198817.352778
  nChanged 764
		SP:Iteration 5F (97188.760000 sec): 3 clusters
  Score: Raw -1202454.188914 + Penalty 3109.786583 = -1199344.402332
  nChanged 784
		SP:Iteration 6F (97189.020000 sec): 3 clusters
  Score: Raw -1203034.634137 + Penalty 3109.786583 = -1199924.847554
  nChanged 741
		SP:Iteration 7F (97189.320000 sec): 3 clusters
  Score: Raw -1203620.239739 + Penalty 3109.786583 = -1200510.453156
  nChanged 605
		SP:Iteration 8Q (97189.580000 sec): 3 clusters
  Score: Raw -1204138.987295 + Penalty 3109.786583 = -1201029.200712
  nChanged 481
		SP:Iteration 9Q (97189.810000 sec): 3 clusters
  Score: Raw -1204538.053351 + Penalty 3109.786583 = -1201428.266768
  nChanged 385
		SP:Iteration 10Q (97190.030000 sec): 3 clusters
  Score: Raw -1204844.359501 + Penalty 3109.786583 = -1201734.572918
  nChanged 317
		SP:Iteration 11Q (97190.290000 sec): 3 clusters
  Score: Raw -1205083.740900 + Penalty 3109.786583 = -1201973.954317
  nChanged 285
		SP:Iteration 12Q (97190.510000 sec): 3 clusters
  Score: Raw -1205308.168941 + Penalty 3109.786583 = -1202198.382358
  nChanged 221
		SP:Iteration 13Q (97190.780000 sec): 3 clusters
  Score: Raw -1205458.181246 + Penalty 3109.786583 = -1202348.394663
  nChanged 199
		SP:Iteration 14Q (97190.990000 sec): 3 clusters
  Score: Raw -1205582.316409 + Penalty 3109.786583 = -1202472.529826
  nChanged 184
		SP:Iteration 15Q (97191.260000 sec): 3 clusters
  Score: Raw -1205687.707412 + Penalty 3109.786583 = -1202577.920830
  nChanged 157
		SP:Iteration 16Q (97191.440000 sec): 3 clusters
  Score: Raw -1205759.246941 + Penalty 3109.786583 = -1202649.460359
  nChanged 142
		SP:Iteration 17Q (97191.650000 sec): 3 clusters
  Score: Raw -1205815.884039 + Penalty 3109.786583 = -1202706.097457
  nChanged 106
		SP:Iteration 18Q (97191.870000 sec): 3 clusters
  Score: Raw -1205855.688899 + Penalty 3109.786583 = -1202745.902316
  nChanged 85
		SP:Iteration 19Q (97192.200000 sec): 3 clusters
  Score: Raw -1205882.119997 + Penalty 3109.786583 = -1202772.333415
  nChanged 79
		SP:Iteration 20F (97192.420000 sec): 3 clusters
  Score: Raw -1205902.916223 + Penalty 3109.786583 = -1202793.129640
  nChanged 53
		SP:Iteration 21Q (97192.680000 sec): 3 clusters
  Score: Raw -1205918.216597 + Penalty 3109.786583 = -1202808.430014
  nChanged 49
		SP:Iteration 22Q (97192.900000 sec): 3 clusters
  Score: Raw -1205930.222956 + Penalty 3109.786583 = -1202820.436373
  nChanged 41
		SP:Iteration 23Q (97193.090000 sec): 3 clusters
  Score: Raw -1205940.636630 + Penalty 3109.786583 = -1202830.850047
  nChanged 34
		SP:Iteration 24Q (97193.300000 sec): 3 clusters
  Score: Raw -1205948.031554 + Penalty 3109.786583 = -1202838.244971
  nChanged 26
		SP:Iteration 25Q (97193.550000 sec): 3 clusters
  Score: Raw -1205952.938298 + Penalty 3109.786583 = -1202843.151715
  nChanged 16
		SP:Iteration 26Q (97193.820000 sec): 3 clusters
  Score: Raw -1205955.206214 + Penalty 3109.786583 = -1202845.419631
  nChanged 11
		SP:Iteration 27Q (97194.030000 sec): 3 clusters
  Score: Raw -1205957.481651 + Penalty 3109.786583 = -1202847.695069
  nChanged 14
		SP:Iteration 28Q (97194.290000 sec): 3 clusters
  Score: Raw -1205959.910543 + Penalty 3109.786583 = -1202850.123961
  nChanged 9
		SP:Iteration 29Q (97194.490000 sec): 3 clusters
  Score: Raw -1205961.798780 + Penalty 3109.786583 = -1202852.012197
  nChanged 9
		SP:Iteration 30Q (97194.790000 sec): 3 clusters
  Score: Raw -1205964.149523 + Penalty 3109.786583 = -1202854.362940
  nChanged 13
		SP:Iteration 31Q (97194.980000 sec): 3 clusters
  Score: Raw -1205966.090394 + Penalty 3109.786583 = -1202856.303811
  nChanged 9
		SP:Iteration 32Q (97195.190000 sec): 3 clusters
  Score: Raw -1205967.995425 + Penalty 3109.786583 = -1202858.208842
  nChanged 9
		SP:Iteration 33Q (97195.480000 sec): 3 clusters
  Score: Raw -1205969.663560 + Penalty 3109.786583 = -1202859.876977
  nChanged 6
		SP:Iteration 34Q (97195.750000 sec): 3 clusters
  Score: Raw -1205971.086506 + Penalty 3109.786583 = -1202861.299923
  nChanged 9
		SP:Iteration 35Q (97196.010000 sec): 3 clusters
  Score: Raw -1205972.910670 + Penalty 3109.786583 = -1202863.124087
  nChanged 11
		SP:Iteration 36Q (97196.230000 sec): 3 clusters
  Score: Raw -1205975.253950 + Penalty 3109.786583 = -1202865.467367
  nChanged 11
		SP:Iteration 37Q (97196.490000 sec): 3 clusters
  Score: Raw -1205977.242013 + Penalty 3109.786583 = -1202867.455430
  nChanged 11
		SP:Iteration 38Q (97196.730000 sec): 3 clusters
  Score: Raw -1205979.648979 + Penalty 3109.786583 = -1202869.862396
  nChanged 11
		SP:Iteration 39Q (97196.940000 sec): 3 clusters
  Score: Raw -1205981.631438 + Penalty 3109.786583 = -1202871.844855
  nChanged 7
		SP:Iteration 40F (97197.160000 sec): 3 clusters
  Score: Raw -1205982.875541 + Penalty 3109.786583 = -1202873.088958
  nChanged 11
		SP:Iteration 41Q (97197.420000 sec): 3 clusters
  Score: Raw -1205985.042259 + Penalty 3109.786583 = -1202875.255677
  nChanged 11
		SP:Iteration 42Q (97197.650000 sec): 3 clusters
  Score: Raw -1205986.423146 + Penalty 3109.786583 = -1202876.636563
  nChanged 5
		SP:Iteration 43Q (97197.950000 sec): 3 clusters
  Score: Raw -1205987.237475 + Penalty 3109.786583 = -1202877.450892
  nChanged 5
		SP:Iteration 44Q (97198.220000 sec): 3 clusters
  Score: Raw -1205988.196460 + Penalty 3109.786583 = -1202878.409877
  nChanged 5
		SP:Iteration 45Q (97198.490000 sec): 3 clusters
  Score: Raw -1205989.345476 + Penalty 3109.786583 = -1202879.558893
  nChanged 4
		SP:Iteration 46Q (97198.710000 sec): 3 clusters
  Score: Raw -1205990.281319 + Penalty 3109.786583 = -1202880.494736
  nChanged 4
		SP:Iteration 47Q (97198.970000 sec): 3 clusters
  Score: Raw -1205991.169878 + Penalty 3109.786583 = -1202881.383296
  nChanged 5
		SP:Iteration 48Q (97199.230000 sec): 3 clusters
  Score: Raw -1205992.025424 + Penalty 3109.786583 = -1202882.238841
  nChanged 2
		SP:Iteration 49Q (97199.480000 sec): 3 clusters
  Score: Raw -1205992.191071 + Penalty 3109.786583 = -1202882.404488
  nChanged 2
		SP:Iteration 50Q (97199.700000 sec): 3 clusters
  Score: Raw -1205992.497315 + Penalty 3109.786583 = -1202882.710732
  nChanged 2
		SP:Iteration 51Q (97199.920000 sec): 3 clusters
  Score: Raw -1205992.680651 + Penalty 3109.786583 = -1202882.894069
  nChanged 0
		SP:Iteration 52F (97200.210000 sec): 3 clusters
  Score: Raw -1205992.680651 + Penalty 3109.786583 = -1202882.894069
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 53 (5859 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97200.290000 sec): 2 clusters
  Score: Raw -474877.775850 + Penalty 1409.806811 = -473467.969039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97200.500000 sec): 3 clusters
  Score: Raw -471739.814464 + Penalty 2819.613621 = -468920.200843
  nChanged 2451
		SP:Iteration 1F (97200.710000 sec): 3 clusters
  Score: Raw -473132.562571 + Penalty 2819.613621 = -470312.948950
  nChanged 415
		SP:Iteration 2F (97200.910000 sec): 3 clusters
  Score: Raw -473351.800560 + Penalty 2819.613621 = -470532.186939
  nChanged 337
		SP:Iteration 3F (97201.070000 sec): 3 clusters
  Score: Raw -473530.564169 + Penalty 2819.613621 = -470710.950547
  nChanged 286
		SP:Iteration 4Q (97201.260000 sec): 3 clusters
  Score: Raw -473705.710765 + Penalty 2819.613621 = -470886.097143
  nChanged 265
		SP:Iteration 5Q (97201.410000 sec): 3 clusters
  Score: Raw -473862.256185 + Penalty 2819.613621 = -471042.642563
  nChanged 248
		SP:Iteration 6Q (97201.610000 sec): 3 clusters
  Score: Raw -473995.597142 + Penalty 2819.613621 = -471175.983521
  nChanged 231
		SP:Iteration 7Q (97201.770000 sec): 3 clusters
  Score: Raw -474117.290021 + Penalty 2819.613621 = -471297.676400
  nChanged 220
		SP:Iteration 8Q (97201.970000 sec): 3 clusters
  Score: Raw -474242.191229 + Penalty 2819.613621 = -471422.577608
  nChanged 204
		SP:Iteration 9Q (97202.170000 sec): 3 clusters
  Score: Raw -474364.292720 + Penalty 2819.613621 = -471544.679099
  nChanged 209
		SP:Iteration 10Q (97202.410000 sec): 3 clusters
  Score: Raw -474491.622350 + Penalty 2819.613621 = -471672.008729
  nChanged 186
		SP:Iteration 11Q (97202.630000 sec): 3 clusters
  Score: Raw -474609.398252 + Penalty 2819.613621 = -471789.784631
  nChanged 158
		SP:Iteration 12Q (97202.830000 sec): 3 clusters
  Score: Raw -474698.235328 + Penalty 2819.613621 = -471878.621707
  nChanged 143
		SP:Iteration 13Q (97203.010000 sec): 3 clusters
  Score: Raw -474781.239665 + Penalty 2819.613621 = -471961.626044
  nChanged 131
		SP:Iteration 14Q (97203.170000 sec): 3 clusters
  Score: Raw -474853.439584 + Penalty 2819.613621 = -472033.825962
  nChanged 109
		SP:Iteration 15Q (97203.310000 sec): 3 clusters
  Score: Raw -474897.117972 + Penalty 2819.613621 = -472077.504351
  nChanged 72
		SP:Iteration 16Q (97203.470000 sec): 3 clusters
  Score: Raw -474932.390861 + Penalty 2819.613621 = -472112.777240
  nChanged 78
		SP:Iteration 17Q (97203.610000 sec): 3 clusters
  Score: Raw -474963.086103 + Penalty 2819.613621 = -472143.472481
  nChanged 63
		SP:Iteration 18Q (97203.790000 sec): 3 clusters
  Score: Raw -474980.478608 + Penalty 2819.613621 = -472160.864987
  nChanged 31
		SP:Iteration 19Q (97203.950000 sec): 3 clusters
  Score: Raw -474991.442673 + Penalty 2819.613621 = -472171.829051
  nChanged 30
		SP:Iteration 20F (97204.160000 sec): 3 clusters
  Score: Raw -474997.460684 + Penalty 2819.613621 = -472177.847062
  nChanged 16
		SP:Iteration 21Q (97204.320000 sec): 3 clusters
  Score: Raw -475000.633702 + Penalty 2819.613621 = -472181.020080
  nChanged 14
		SP:Iteration 22Q (97204.470000 sec): 3 clusters
  Score: Raw -475003.662149 + Penalty 2819.613621 = -472184.048528
  nChanged 15
		SP:Iteration 23Q (97204.620000 sec): 3 clusters
  Score: Raw -475006.331404 + Penalty 2819.613621 = -472186.717783
  nChanged 14
		SP:Iteration 24Q (97204.770000 sec): 3 clusters
  Score: Raw -475009.459298 + Penalty 2819.613621 = -472189.845677
  nChanged 13
		SP:Iteration 25Q (97204.920000 sec): 3 clusters
  Score: Raw -475012.226158 + Penalty 2819.613621 = -472192.612537
  nChanged 9
		SP:Iteration 26Q (97205.070000 sec): 3 clusters
  Score: Raw -475013.694232 + Penalty 2819.613621 = -472194.080610
  nChanged 5
		SP:Iteration 27Q (97205.260000 sec): 3 clusters
  Score: Raw -475014.781153 + Penalty 2819.613621 = -472195.167532
  nChanged 10
		SP:Iteration 28Q (97205.410000 sec): 3 clusters
  Score: Raw -475017.139705 + Penalty 2819.613621 = -472197.526084
  nChanged 12
		SP:Iteration 29Q (97205.560000 sec): 3 clusters
  Score: Raw -475019.862313 + Penalty 2819.613621 = -472200.248691
  nChanged 11
		SP:Iteration 30Q (97205.730000 sec): 3 clusters
  Score: Raw -475021.497178 + Penalty 2819.613621 = -472201.883557
  nChanged 3
		SP:Iteration 31Q (97205.900000 sec): 3 clusters
  Score: Raw -475021.952443 + Penalty 2819.613621 = -472202.338821
  nChanged 4
		SP:Iteration 32Q (97206.050000 sec): 3 clusters
  Score: Raw -475022.356210 + Penalty 2819.613621 = -472202.742589
  nChanged 4
		SP:Iteration 33Q (97206.200000 sec): 3 clusters
  Score: Raw -475023.003935 + Penalty 2819.613621 = -472203.390313
  nChanged 5
		SP:Iteration 34Q (97206.350000 sec): 3 clusters
  Score: Raw -475023.622145 + Penalty 2819.613621 = -472204.008523
  nChanged 2
		SP:Iteration 35Q (97206.500000 sec): 3 clusters
  Score: Raw -475023.939399 + Penalty 2819.613621 = -472204.325777
  nChanged 3
		SP:Iteration 36Q (97206.650000 sec): 3 clusters
  Score: Raw -475024.558326 + Penalty 2819.613621 = -472204.944705
  nChanged 6
		SP:Iteration 37Q (97206.840000 sec): 3 clusters
  Score: Raw -475025.871658 + Penalty 2819.613621 = -472206.258037
  nChanged 3
		SP:Iteration 38Q (97207.030000 sec): 3 clusters
  Score: Raw -475026.168006 + Penalty 2819.613621 = -472206.554385
  nChanged 0
		SP:Iteration 39F (97207.190000 sec): 3 clusters
  Score: Raw -475026.168006 + Penalty 2819.613621 = -472206.554385
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 54 (25836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97207.400000 sec): 2 clusters
  Score: Raw -2113257.606011 + Penalty 1650.922674 = -2111606.683337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97207.750000 sec): 3 clusters
  Score: Raw -2097365.451877 + Penalty 3301.845348 = -2094063.606529
  nChanged 11860
		SP:Iteration 1F (97208.100000 sec): 3 clusters
  Score: Raw -2104551.949351 + Penalty 3301.845348 = -2101250.104003
  nChanged 1684
		SP:Iteration 2F (97208.470000 sec): 3 clusters
  Score: Raw -2105399.792279 + Penalty 3301.845348 = -2102097.946931
  nChanged 1544
		SP:Iteration 3F (97208.840000 sec): 3 clusters
  Score: Raw -2106194.144500 + Penalty 3301.845348 = -2102892.299152
  nChanged 1444
		SP:Iteration 4F (97209.190000 sec): 3 clusters
  Score: Raw -2106984.505378 + Penalty 3301.845348 = -2103682.660030
  nChanged 1414
		SP:Iteration 5F (97209.560000 sec): 3 clusters
  Score: Raw -2107803.835481 + Penalty 3301.845348 = -2104501.990133
  nChanged 1365
		SP:Iteration 6F (97209.940000 sec): 3 clusters
  Score: Raw -2108523.702222 + Penalty 3301.845348 = -2105221.856874
  nChanged 1245
		SP:Iteration 7Q (97210.320000 sec): 3 clusters
  Score: Raw -2109142.759418 + Penalty 3301.845348 = -2105840.914070
  nChanged 1103
		SP:Iteration 8Q (97210.710000 sec): 3 clusters
  Score: Raw -2109676.446936 + Penalty 3301.845348 = -2106374.601588
  nChanged 968
		SP:Iteration 9Q (97211.100000 sec): 3 clusters
  Score: Raw -2110063.139199 + Penalty 3301.845348 = -2106761.293852
  nChanged 795
		SP:Iteration 10Q (97211.480000 sec): 3 clusters
  Score: Raw -2110366.047035 + Penalty 3301.845348 = -2107064.201687
  nChanged 682
		SP:Iteration 11Q (97211.860000 sec): 3 clusters
  Score: Raw -2110619.391568 + Penalty 3301.845348 = -2107317.546220
  nChanged 615
		SP:Iteration 12Q (97212.220000 sec): 3 clusters
  Score: Raw -2110836.847492 + Penalty 3301.845348 = -2107535.002144
  nChanged 588
		SP:Iteration 13Q (97212.570000 sec): 3 clusters
  Score: Raw -2111028.997698 + Penalty 3301.845348 = -2107727.152350
  nChanged 480
		SP:Iteration 14Q (97212.910000 sec): 3 clusters
  Score: Raw -2111182.285253 + Penalty 3301.845348 = -2107880.439905
  nChanged 448
		SP:Iteration 15Q (97213.260000 sec): 3 clusters
  Score: Raw -2111318.088533 + Penalty 3301.845348 = -2108016.243186
  nChanged 382
		SP:Iteration 16Q (97213.610000 sec): 3 clusters
  Score: Raw -2111427.732194 + Penalty 3301.845348 = -2108125.886846
  nChanged 356
		SP:Iteration 17Q (97213.950000 sec): 3 clusters
  Score: Raw -2111522.334770 + Penalty 3301.845348 = -2108220.489422
  nChanged 335
		SP:Iteration 18Q (97214.320000 sec): 3 clusters
  Score: Raw -2111603.102490 + Penalty 3301.845348 = -2108301.257142
  nChanged 314
		SP:Iteration 19Q (97214.690000 sec): 3 clusters
  Score: Raw -2111672.475095 + Penalty 3301.845348 = -2108370.629747
  nChanged 277
		SP:Iteration 20F (97215.060000 sec): 3 clusters
  Score: Raw -2111735.491586 + Penalty 3301.845348 = -2108433.646239
  nChanged 267
		SP:Iteration 21Q (97215.440000 sec): 3 clusters
  Score: Raw -2111791.034193 + Penalty 3301.845348 = -2108489.188845
  nChanged 218
		SP:Iteration 22Q (97215.840000 sec): 3 clusters
  Score: Raw -2111834.922282 + Penalty 3301.845348 = -2108533.076934
  nChanged 246
		SP:Iteration 23Q (97216.220000 sec): 3 clusters
  Score: Raw -2111889.725450 + Penalty 3301.845348 = -2108587.880102
  nChanged 218
		SP:Iteration 24Q (97216.630000 sec): 3 clusters
  Score: Raw -2111938.714420 + Penalty 3301.845348 = -2108636.869073
  nChanged 230
		SP:Iteration 25Q (97217.010000 sec): 3 clusters
  Score: Raw -2111991.313485 + Penalty 3301.845348 = -2108689.468137
  nChanged 222
		SP:Iteration 26Q (97217.380000 sec): 3 clusters
  Score: Raw -2112041.805565 + Penalty 3301.845348 = -2108739.960217
  nChanged 217
		SP:Iteration 27Q (97217.760000 sec): 3 clusters
  Score: Raw -2112092.707010 + Penalty 3301.845348 = -2108790.861662
  nChanged 230
		SP:Iteration 28Q (97218.140000 sec): 3 clusters
  Score: Raw -2112156.170149 + Penalty 3301.845348 = -2108854.324801
  nChanged 227
		SP:Iteration 29Q (97218.520000 sec): 3 clusters
  Score: Raw -2112221.338379 + Penalty 3301.845348 = -2108919.493031
  nChanged 216
		SP:Iteration 30Q (97218.900000 sec): 3 clusters
  Score: Raw -2112278.758295 + Penalty 3301.845348 = -2108976.912947
  nChanged 212
		SP:Iteration 31Q (97219.270000 sec): 3 clusters
  Score: Raw -2112330.344637 + Penalty 3301.845348 = -2109028.499290
  nChanged 214
		SP:Iteration 32Q (97219.650000 sec): 3 clusters
  Score: Raw -2112383.589368 + Penalty 3301.845348 = -2109081.744020
  nChanged 206
		SP:Iteration 33Q (97220.030000 sec): 3 clusters
  Score: Raw -2112432.514370 + Penalty 3301.845348 = -2109130.669022
  nChanged 217
		SP:Iteration 34Q (97220.400000 sec): 3 clusters
  Score: Raw -2112481.909221 + Penalty 3301.845348 = -2109180.063873
  nChanged 206
		SP:Iteration 35Q (97220.790000 sec): 3 clusters
  Score: Raw -2112525.202926 + Penalty 3301.845348 = -2109223.357578
  nChanged 193
		SP:Iteration 36Q (97221.120000 sec): 3 clusters
  Score: Raw -2112567.815716 + Penalty 3301.845348 = -2109265.970369
  nChanged 175
		SP:Iteration 37Q (97221.490000 sec): 3 clusters
  Score: Raw -2112598.946707 + Penalty 3301.845348 = -2109297.101359
  nChanged 155
		SP:Iteration 38Q (97221.910000 sec): 3 clusters
  Score: Raw -2112623.389331 + Penalty 3301.845348 = -2109321.543983
  nChanged 136
		SP:Iteration 39Q (97222.270000 sec): 3 clusters
  Score: Raw -2112645.873624 + Penalty 3301.845348 = -2109344.028277
  nChanged 126
		SP:Iteration 40F (97222.680000 sec): 3 clusters
  Score: Raw -2112668.587680 + Penalty 3301.845348 = -2109366.742332
  nChanged 134
		SP:Iteration 41Q (97223.020000 sec): 3 clusters
  Score: Raw -2112689.420768 + Penalty 3301.845348 = -2109387.575420
  nChanged 124
		SP:Iteration 42Q (97223.390000 sec): 3 clusters
  Score: Raw -2112712.399058 + Penalty 3301.845348 = -2109410.553710
  nChanged 130
		SP:Iteration 43Q (97223.790000 sec): 3 clusters
  Score: Raw -2112735.029298 + Penalty 3301.845348 = -2109433.183950
  nChanged 129
		SP:Iteration 44Q (97224.120000 sec): 3 clusters
  Score: Raw -2112754.587273 + Penalty 3301.845348 = -2109452.741925
  nChanged 113
		SP:Iteration 45Q (97224.470000 sec): 3 clusters
  Score: Raw -2112771.469990 + Penalty 3301.845348 = -2109469.624642
  nChanged 114
		SP:Iteration 46Q (97224.810000 sec): 3 clusters
  Score: Raw -2112789.252286 + Penalty 3301.845348 = -2109487.406938
  nChanged 108
		SP:Iteration 47Q (97225.160000 sec): 3 clusters
  Score: Raw -2112806.992239 + Penalty 3301.845348 = -2109505.146891
  nChanged 109
		SP:Iteration 48Q (97225.510000 sec): 3 clusters
  Score: Raw -2112823.678945 + Penalty 3301.845348 = -2109521.833597
  nChanged 122
		SP:Iteration 49Q (97225.870000 sec): 3 clusters
  Score: Raw -2112840.606239 + Penalty 3301.845348 = -2109538.760891
  nChanged 129
		SP:Iteration 50Q (97226.240000 sec): 3 clusters
  Score: Raw -2112861.128557 + Penalty 3301.845348 = -2109559.283209
  nChanged 124
		SP:Iteration 51Q (97226.630000 sec): 3 clusters
  Score: Raw -2112881.613615 + Penalty 3301.845348 = -2109579.768267
  nChanged 121
		SP:Iteration 52Q (97227.010000 sec): 3 clusters
  Score: Raw -2112904.758473 + Penalty 3301.845348 = -2109602.913125
  nChanged 139
		SP:Iteration 53Q (97227.400000 sec): 3 clusters
  Score: Raw -2112937.329065 + Penalty 3301.845348 = -2109635.483717
  nChanged 156
		SP:Iteration 54Q (97227.770000 sec): 3 clusters
  Score: Raw -2112975.950479 + Penalty 3301.845348 = -2109674.105131
  nChanged 170
		SP:Iteration 55Q (97228.160000 sec): 3 clusters
  Score: Raw -2113024.882570 + Penalty 3301.845348 = -2109723.037222
  nChanged 204
		SP:Iteration 56Q (97228.560000 sec): 3 clusters
  Score: Raw -2113077.671894 + Penalty 3301.845348 = -2109775.826546
  nChanged 183
		SP:Iteration 57Q (97228.930000 sec): 3 clusters
  Score: Raw -2113130.904427 + Penalty 3301.845348 = -2109829.059079
  nChanged 197
		SP:Iteration 58Q (97229.300000 sec): 3 clusters
  Score: Raw -2113211.335481 + Penalty 3301.845348 = -2109909.490133
  nChanged 238
		SP:Iteration 59Q (97229.670000 sec): 3 clusters
  Score: Raw -2113318.899907 + Penalty 3301.845348 = -2110017.054559
  nChanged 235
		SP:Iteration 60F (97230.040000 sec): 3 clusters
  Score: Raw -2113461.971106 + Penalty 3301.845348 = -2110160.125758
  nChanged 272
		SP:Iteration 61Q (97230.420000 sec): 3 clusters
  Score: Raw -2113647.633862 + Penalty 3301.845348 = -2110345.788514
  nChanged 247
		SP:Iteration 62Q (97230.750000 sec): 3 clusters
  Score: Raw -2113797.721588 + Penalty 3301.845348 = -2110495.876240
  nChanged 231
		SP:Iteration 63Q (97231.100000 sec): 3 clusters
  Score: Raw -2113895.719181 + Penalty 3301.845348 = -2110593.873833
  nChanged 207
		SP:Iteration 64Q (97231.430000 sec): 3 clusters
  Score: Raw -2113964.848481 + Penalty 3301.845348 = -2110663.003133
  nChanged 195
		SP:Iteration 65Q (97231.810000 sec): 3 clusters
  Score: Raw -2114017.524949 + Penalty 3301.845348 = -2110715.679601
  nChanged 150
		SP:Iteration 66Q (97232.060000 sec): 3 clusters
  Score: Raw -2114050.750894 + Penalty 3301.845348 = -2110748.905546
  nChanged 118
		SP:Iteration 67Q (97232.450000 sec): 3 clusters
  Score: Raw -2114076.213202 + Penalty 3301.845348 = -2110774.367855
  nChanged 96
		SP:Iteration 68Q (97232.810000 sec): 3 clusters
  Score: Raw -2114095.532174 + Penalty 3301.845348 = -2110793.686826
  nChanged 84
		SP:Iteration 69Q (97233.190000 sec): 3 clusters
  Score: Raw -2114111.788115 + Penalty 3301.845348 = -2110809.942767
  nChanged 64
		SP:Iteration 70Q (97233.550000 sec): 3 clusters
  Score: Raw -2114123.381361 + Penalty 3301.845348 = -2110821.536014
  nChanged 63
		SP:Iteration 71Q (97233.870000 sec): 3 clusters
  Score: Raw -2114136.164461 + Penalty 3301.845348 = -2110834.319114
  nChanged 57
		SP:Iteration 72Q (97234.210000 sec): 3 clusters
  Score: Raw -2114147.751077 + Penalty 3301.845348 = -2110845.905729
  nChanged 53
		SP:Iteration 73Q (97234.550000 sec): 3 clusters
  Score: Raw -2114159.817287 + Penalty 3301.845348 = -2110857.971939
  nChanged 50
		SP:Iteration 74Q (97234.890000 sec): 3 clusters
  Score: Raw -2114169.470804 + Penalty 3301.845348 = -2110867.625457
  nChanged 52
		SP:Iteration 75Q (97235.270000 sec): 3 clusters
  Score: Raw -2114180.929043 + Penalty 3301.845348 = -2110879.083695
  nChanged 62
		SP:Iteration 76Q (97235.630000 sec): 3 clusters
  Score: Raw -2114195.490188 + Penalty 3301.845348 = -2110893.644841
  nChanged 73
		SP:Iteration 77Q (97236.000000 sec): 3 clusters
  Score: Raw -2114210.492557 + Penalty 3301.845348 = -2110908.647210
  nChanged 64
		SP:Iteration 78Q (97236.360000 sec): 3 clusters
  Score: Raw -2114224.381141 + Penalty 3301.845348 = -2110922.535793
  nChanged 55
		SP:Iteration 79Q (97236.690000 sec): 3 clusters
  Score: Raw -2114232.689284 + Penalty 3301.845348 = -2110930.843936
  nChanged 40
		SP:Iteration 80F (97237.060000 sec): 3 clusters
  Score: Raw -2114239.954057 + Penalty 3301.845348 = -2110938.108710
  nChanged 32
		SP:Iteration 81Q (97237.440000 sec): 3 clusters
  Score: Raw -2114244.495196 + Penalty 3301.845348 = -2110942.649849
  nChanged 33
		SP:Iteration 82Q (97237.770000 sec): 3 clusters
  Score: Raw -2114249.363665 + Penalty 3301.845348 = -2110947.518317
  nChanged 34
		SP:Iteration 83Q (97238.130000 sec): 3 clusters
  Score: Raw -2114254.145630 + Penalty 3301.845348 = -2110952.300282
  nChanged 30
		SP:Iteration 84Q (97238.510000 sec): 3 clusters
  Score: Raw -2114258.642112 + Penalty 3301.845348 = -2110956.796764
  nChanged 29
		SP:Iteration 85Q (97238.830000 sec): 3 clusters
  Score: Raw -2114264.075192 + Penalty 3301.845348 = -2110962.229844
  nChanged 28
		SP:Iteration 86Q (97239.190000 sec): 3 clusters
  Score: Raw -2114268.677569 + Penalty 3301.845348 = -2110966.832222
  nChanged 27
		SP:Iteration 87Q (97239.560000 sec): 3 clusters
  Score: Raw -2114272.823967 + Penalty 3301.845348 = -2110970.978619
  nChanged 39
		SP:Iteration 88Q (97239.950000 sec): 3 clusters
  Score: Raw -2114278.789514 + Penalty 3301.845348 = -2110976.944166
  nChanged 31
		SP:Iteration 89Q (97240.320000 sec): 3 clusters
  Score: Raw -2114284.252867 + Penalty 3301.845348 = -2110982.407519
  nChanged 31
		SP:Iteration 90Q (97240.680000 sec): 3 clusters
  Score: Raw -2114289.896711 + Penalty 3301.845348 = -2110988.051363
  nChanged 34
		SP:Iteration 91Q (97241.050000 sec): 3 clusters
  Score: Raw -2114296.572147 + Penalty 3301.845348 = -2110994.726799
  nChanged 30
		SP:Iteration 92Q (97241.380000 sec): 3 clusters
  Score: Raw -2114302.166248 + Penalty 3301.845348 = -2111000.320900
  nChanged 25
		SP:Iteration 93Q (97241.760000 sec): 3 clusters
  Score: Raw -2114306.153923 + Penalty 3301.845348 = -2111004.308575
  nChanged 17
		SP:Iteration 94Q (97242.140000 sec): 3 clusters
  Score: Raw -2114308.755860 + Penalty 3301.845348 = -2111006.910512
  nChanged 15
		SP:Iteration 95Q (97242.470000 sec): 3 clusters
  Score: Raw -2114310.883436 + Penalty 3301.845348 = -2111009.038088
  nChanged 14
		SP:Iteration 96Q (97242.820000 sec): 3 clusters
  Score: Raw -2114313.017013 + Penalty 3301.845348 = -2111011.171665
  nChanged 12
		SP:Iteration 97Q (97243.150000 sec): 3 clusters
  Score: Raw -2114316.153645 + Penalty 3301.845348 = -2111014.308297
  nChanged 16
		SP:Iteration 98Q (97243.470000 sec): 3 clusters
  Score: Raw -2114318.652988 + Penalty 3301.845348 = -2111016.807640
  nChanged 19
		SP:Iteration 99Q (97243.820000 sec): 3 clusters
  Score: Raw -2114322.226191 + Penalty 3301.845348 = -2111020.380844
  nChanged 13
		SP:Iteration 100F (97244.170000 sec): 3 clusters
  Score: Raw -2114323.920199 + Penalty 3301.845348 = -2111022.074851
  nChanged 16
		SP:Iteration 101Q (97244.520000 sec): 3 clusters
  Score: Raw -2114325.907145 + Penalty 3301.845348 = -2111024.061797
  nChanged 13
		SP:Iteration 102Q (97244.910000 sec): 3 clusters
  Score: Raw -2114328.684198 + Penalty 3301.845348 = -2111026.838850
  nChanged 16
		SP:Iteration 103Q (97245.270000 sec): 3 clusters
  Score: Raw -2114331.024626 + Penalty 3301.845348 = -2111029.179279
  nChanged 13
		SP:Iteration 104Q (97245.660000 sec): 3 clusters
  Score: Raw -2114332.409605 + Penalty 3301.845348 = -2111030.564258
  nChanged 8
		SP:Iteration 105Q (97246.040000 sec): 3 clusters
  Score: Raw -2114333.503465 + Penalty 3301.845348 = -2111031.658117
  nChanged 6
		SP:Iteration 106Q (97246.430000 sec): 3 clusters
  Score: Raw -2114334.223295 + Penalty 3301.845348 = -2111032.377947
  nChanged 10
		SP:Iteration 107Q (97246.790000 sec): 3 clusters
  Score: Raw -2114335.338828 + Penalty 3301.845348 = -2111033.493480
  nChanged 8
		SP:Iteration 108Q (97247.150000 sec): 3 clusters
  Score: Raw -2114336.472359 + Penalty 3301.845348 = -2111034.627012
  nChanged 10
		SP:Iteration 109Q (97247.510000 sec): 3 clusters
  Score: Raw -2114337.504445 + Penalty 3301.845348 = -2111035.659097
  nChanged 10
		SP:Iteration 110Q (97247.870000 sec): 3 clusters
  Score: Raw -2114338.501998 + Penalty 3301.845348 = -2111036.656650
  nChanged 8
		SP:Iteration 111Q (97248.230000 sec): 3 clusters
  Score: Raw -2114339.249356 + Penalty 3301.845348 = -2111037.404009
  nChanged 9
		SP:Iteration 112Q (97248.610000 sec): 3 clusters
  Score: Raw -2114339.965625 + Penalty 3301.845348 = -2111038.120278
  nChanged 6
		SP:Iteration 113Q (97249.000000 sec): 3 clusters
  Score: Raw -2114340.642955 + Penalty 3301.845348 = -2111038.797607
  nChanged 8
		SP:Iteration 114Q (97249.380000 sec): 3 clusters
  Score: Raw -2114341.403753 + Penalty 3301.845348 = -2111039.558405
  nChanged 3
		SP:Iteration 115Q (97249.770000 sec): 3 clusters
  Score: Raw -2114341.596523 + Penalty 3301.845348 = -2111039.751175
  nChanged 1
		SP:Iteration 116Q (97250.110000 sec): 3 clusters
  Score: Raw -2114341.682999 + Penalty 3301.845348 = -2111039.837651
  nChanged 1
		SP:Iteration 117Q (97250.460000 sec): 3 clusters
  Score: Raw -2114341.741643 + Penalty 3301.845348 = -2111039.896295
  nChanged 2
		SP:Iteration 118Q (97250.810000 sec): 3 clusters
  Score: Raw -2114341.912045 + Penalty 3301.845348 = -2111040.066697
  nChanged 1
		SP:Iteration 119Q (97251.170000 sec): 3 clusters
  Score: Raw -2114342.106598 + Penalty 3301.845348 = -2111040.261250
  nChanged 2
		SP:Iteration 120F (97251.580000 sec): 3 clusters
  Score: Raw -2114342.440035 + Penalty 3301.845348 = -2111040.594687
  nChanged 4
		SP:Iteration 121Q (97251.940000 sec): 3 clusters
  Score: Raw -2114343.282098 + Penalty 3301.845348 = -2111041.436750
  nChanged 6
		SP:Iteration 122Q (97252.260000 sec): 3 clusters
  Score: Raw -2114344.816711 + Penalty 3301.845348 = -2111042.971363
  nChanged 11
		SP:Iteration 123Q (97252.630000 sec): 3 clusters
  Score: Raw -2114345.798286 + Penalty 3301.845348 = -2111043.952938
  nChanged 5
		SP:Iteration 124Q (97253.000000 sec): 3 clusters
  Score: Raw -2114346.472786 + Penalty 3301.845348 = -2111044.627438
  nChanged 5
		SP:Iteration 125Q (97253.380000 sec): 3 clusters
  Score: Raw -2114347.015464 + Penalty 3301.845348 = -2111045.170116
  nChanged 4
		SP:Iteration 126Q (97253.730000 sec): 3 clusters
  Score: Raw -2114347.913440 + Penalty 3301.845348 = -2111046.068092
  nChanged 2
		SP:Iteration 127Q (97254.090000 sec): 3 clusters
  Score: Raw -2114348.254716 + Penalty 3301.845348 = -2111046.409368
  nChanged 2
		SP:Iteration 128Q (97254.460000 sec): 3 clusters
  Score: Raw -2114348.579757 + Penalty 3301.845348 = -2111046.734409
  nChanged 6
		SP:Iteration 129Q (97254.870000 sec): 3 clusters
  Score: Raw -2114349.347920 + Penalty 3301.845348 = -2111047.502572
  nChanged 6
		SP:Iteration 130Q (97255.210000 sec): 3 clusters
  Score: Raw -2114350.267494 + Penalty 3301.845348 = -2111048.422146
  nChanged 7
		SP:Iteration 131Q (97255.600000 sec): 3 clusters
  Score: Raw -2114351.350292 + Penalty 3301.845348 = -2111049.504945
  nChanged 8
		SP:Iteration 132Q (97255.950000 sec): 3 clusters
  Score: Raw -2114352.375481 + Penalty 3301.845348 = -2111050.530134
  nChanged 8
		SP:Iteration 133Q (97256.330000 sec): 3 clusters
  Score: Raw -2114353.461633 + Penalty 3301.845348 = -2111051.616285
  nChanged 10
		SP:Iteration 134Q (97256.720000 sec): 3 clusters
  Score: Raw -2114354.727814 + Penalty 3301.845348 = -2111052.882467
  nChanged 6
		SP:Iteration 135Q (97257.100000 sec): 3 clusters
  Score: Raw -2114356.401733 + Penalty 3301.845348 = -2111054.556385
  nChanged 7
		SP:Iteration 136Q (97257.490000 sec): 3 clusters
  Score: Raw -2114357.710936 + Penalty 3301.845348 = -2111055.865589
  nChanged 8
		SP:Iteration 137Q (97257.820000 sec): 3 clusters
  Score: Raw -2114359.236452 + Penalty 3301.845348 = -2111057.391104
  nChanged 11
		SP:Iteration 138Q (97258.200000 sec): 3 clusters
  Score: Raw -2114361.043066 + Penalty 3301.845348 = -2111059.197718
  nChanged 7
		SP:Iteration 139Q (97258.550000 sec): 3 clusters
  Score: Raw -2114362.576645 + Penalty 3301.845348 = -2111060.731297
  nChanged 9
		SP:Iteration 140F (97258.930000 sec): 3 clusters
  Score: Raw -2114364.202348 + Penalty 3301.845348 = -2111062.357000
  nChanged 6
		SP:Iteration 141Q (97259.320000 sec): 3 clusters
  Score: Raw -2114364.763681 + Penalty 3301.845348 = -2111062.918333
  nChanged 5
		SP:Iteration 142Q (97259.660000 sec): 3 clusters
  Score: Raw -2114365.349196 + Penalty 3301.845348 = -2111063.503848
  nChanged 6
		SP:Iteration 143Q (97259.990000 sec): 3 clusters
  Score: Raw -2114366.828721 + Penalty 3301.845348 = -2111064.983373
  nChanged 6
		SP:Iteration 144Q (97260.330000 sec): 3 clusters
  Score: Raw -2114368.175766 + Penalty 3301.845348 = -2111066.330419
  nChanged 5
		SP:Iteration 145Q (97260.690000 sec): 3 clusters
  Score: Raw -2114369.225818 + Penalty 3301.845348 = -2111067.380470
  nChanged 6
		SP:Iteration 146Q (97261.060000 sec): 3 clusters
  Score: Raw -2114370.035998 + Penalty 3301.845348 = -2111068.190650
  nChanged 8
		SP:Iteration 147Q (97261.430000 sec): 3 clusters
  Score: Raw -2114371.249315 + Penalty 3301.845348 = -2111069.403967
  nChanged 8
		SP:Iteration 148Q (97261.810000 sec): 3 clusters
  Score: Raw -2114372.188331 + Penalty 3301.845348 = -2111070.342984
  nChanged 7
		SP:Iteration 149Q (97262.150000 sec): 3 clusters
  Score: Raw -2114372.991829 + Penalty 3301.845348 = -2111071.146481
  nChanged 3
		SP:Iteration 150Q (97262.490000 sec): 3 clusters
  Score: Raw -2114373.311659 + Penalty 3301.845348 = -2111071.466311
  nChanged 2
		SP:Iteration 151Q (97262.860000 sec): 3 clusters
  Score: Raw -2114373.467400 + Penalty 3301.845348 = -2111071.622052
  nChanged 3
		SP:Iteration 152Q (97263.210000 sec): 3 clusters
  Score: Raw -2114373.691251 + Penalty 3301.845348 = -2111071.845903
  nChanged 2
		SP:Iteration 153Q (97263.550000 sec): 3 clusters
  Score: Raw -2114373.944195 + Penalty 3301.845348 = -2111072.098847
  nChanged 2
		SP:Iteration 154Q (97263.920000 sec): 3 clusters
  Score: Raw -2114374.225619 + Penalty 3301.845348 = -2111072.380271
  nChanged 3
		SP:Iteration 155Q (97264.290000 sec): 3 clusters
  Score: Raw -2114374.553068 + Penalty 3301.845348 = -2111072.707720
  nChanged 2
		SP:Iteration 156Q (97264.670000 sec): 3 clusters
  Score: Raw -2114374.836196 + Penalty 3301.845348 = -2111072.990848
  nChanged 2
		SP:Iteration 157Q (97265.010000 sec): 3 clusters
  Score: Raw -2114375.086893 + Penalty 3301.845348 = -2111073.241545
  nChanged 3
		SP:Iteration 158Q (97265.370000 sec): 3 clusters
  Score: Raw -2114375.680334 + Penalty 3301.845348 = -2111073.834987
  nChanged 8
		SP:Iteration 159Q (97265.740000 sec): 3 clusters
  Score: Raw -2114376.803721 + Penalty 3301.845348 = -2111074.958373
  nChanged 5
		SP:Iteration 160F (97266.110000 sec): 3 clusters
  Score: Raw -2114377.235553 + Penalty 3301.845348 = -2111075.390205
  nChanged 4
		SP:Iteration 161Q (97266.510000 sec): 3 clusters
  Score: Raw -2114377.631060 + Penalty 3301.845348 = -2111075.785712
  nChanged 3
		SP:Iteration 162Q (97266.880000 sec): 3 clusters
  Score: Raw -2114377.862682 + Penalty 3301.845348 = -2111076.017334
  nChanged 2
		SP:Iteration 163Q (97267.280000 sec): 3 clusters
  Score: Raw -2114378.081548 + Penalty 3301.845348 = -2111076.236200
  nChanged 4
		SP:Iteration 164Q (97267.650000 sec): 3 clusters
  Score: Raw -2114378.538136 + Penalty 3301.845348 = -2111076.692788
  nChanged 1
		SP:Iteration 165Q (97267.980000 sec): 3 clusters
  Score: Raw -2114378.570759 + Penalty 3301.845348 = -2111076.725412
  nChanged 0
		SP:Iteration 166F (97268.350000 sec): 3 clusters
  Score: Raw -2114378.570759 + Penalty 3301.845348 = -2111076.725412
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 55 (3869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97268.420000 sec): 2 clusters
  Score: Raw -289492.293302 + Penalty 1342.372095 = -288149.921207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97268.600000 sec): 3 clusters
  Score: Raw -287617.743538 + Penalty 2684.744190 = -284932.999348
  nChanged 1519
		SP:Iteration 1F (97268.770000 sec): 3 clusters
  Score: Raw -288614.079698 + Penalty 2684.744190 = -285929.335507
  nChanged 379
		SP:Iteration 2F (97268.950000 sec): 3 clusters
  Score: Raw -288964.311666 + Penalty 2684.744190 = -286279.567475
  nChanged 335
		SP:Iteration 3F (97269.120000 sec): 3 clusters
  Score: Raw -289317.821858 + Penalty 2684.744190 = -286633.077668
  nChanged 291
		SP:Iteration 4F (97269.300000 sec): 3 clusters
  Score: Raw -289616.832624 + Penalty 2684.744190 = -286932.088433
  nChanged 237
		SP:Iteration 5F (97269.480000 sec): 3 clusters
  Score: Raw -289808.739403 + Penalty 2684.744190 = -287123.995213
  nChanged 179
		SP:Iteration 6Q (97269.650000 sec): 3 clusters
  Score: Raw -289930.240181 + Penalty 2684.744190 = -287245.495991
  nChanged 131
		SP:Iteration 7Q (97269.830000 sec): 3 clusters
  Score: Raw -289999.640195 + Penalty 2684.744190 = -287314.896005
  nChanged 96
		SP:Iteration 8Q (97270.000000 sec): 3 clusters
  Score: Raw -290046.927235 + Penalty 2684.744190 = -287362.183045
  nChanged 59
		SP:Iteration 9Q (97270.180000 sec): 3 clusters
  Score: Raw -290072.628540 + Penalty 2684.744190 = -287387.884350
  nChanged 44
		SP:Iteration 10Q (97270.350000 sec): 3 clusters
  Score: Raw -290091.491781 + Penalty 2684.744190 = -287406.747591
  nChanged 41
		SP:Iteration 11Q (97270.530000 sec): 3 clusters
  Score: Raw -290111.143453 + Penalty 2684.744190 = -287426.399262
  nChanged 47
		SP:Iteration 12Q (97270.700000 sec): 3 clusters
  Score: Raw -290132.827296 + Penalty 2684.744190 = -287448.083105
  nChanged 41
		SP:Iteration 13Q (97270.880000 sec): 3 clusters
  Score: Raw -290149.378539 + Penalty 2684.744190 = -287464.634349
  nChanged 33
		SP:Iteration 14Q (97271.060000 sec): 3 clusters
  Score: Raw -290162.216373 + Penalty 2684.744190 = -287477.472182
  nChanged 32
		SP:Iteration 15Q (97271.230000 sec): 3 clusters
  Score: Raw -290176.559496 + Penalty 2684.744190 = -287491.815306
  nChanged 29
		SP:Iteration 16Q (97271.410000 sec): 3 clusters
  Score: Raw -290188.667977 + Penalty 2684.744190 = -287503.923786
  nChanged 31
		SP:Iteration 17Q (97271.580000 sec): 3 clusters
  Score: Raw -290203.862141 + Penalty 2684.744190 = -287519.117951
  nChanged 28
		SP:Iteration 18Q (97271.760000 sec): 3 clusters
  Score: Raw -290215.043387 + Penalty 2684.744190 = -287530.299196
  nChanged 31
		SP:Iteration 19Q (97271.940000 sec): 3 clusters
  Score: Raw -290225.643944 + Penalty 2684.744190 = -287540.899754
  nChanged 26
		SP:Iteration 20F (97272.110000 sec): 3 clusters
  Score: Raw -290232.315919 + Penalty 2684.744190 = -287547.571729
  nChanged 20
		SP:Iteration 21Q (97272.290000 sec): 3 clusters
  Score: Raw -290236.654515 + Penalty 2684.744190 = -287551.910325
  nChanged 21
		SP:Iteration 22Q (97272.460000 sec): 3 clusters
  Score: Raw -290242.586924 + Penalty 2684.744190 = -287557.842734
  nChanged 12
		SP:Iteration 23Q (97272.640000 sec): 3 clusters
  Score: Raw -290246.721681 + Penalty 2684.744190 = -287561.977491
  nChanged 9
		SP:Iteration 24Q (97272.810000 sec): 3 clusters
  Score: Raw -290250.056434 + Penalty 2684.744190 = -287565.312244
  nChanged 11
		SP:Iteration 25Q (97272.990000 sec): 3 clusters
  Score: Raw -290252.647501 + Penalty 2684.744190 = -287567.903311
  nChanged 5
		SP:Iteration 26Q (97273.160000 sec): 3 clusters
  Score: Raw -290253.873316 + Penalty 2684.744190 = -287569.129125
  nChanged 7
		SP:Iteration 27Q (97273.330000 sec): 3 clusters
  Score: Raw -290255.448521 + Penalty 2684.744190 = -287570.704330
  nChanged 7
		SP:Iteration 28Q (97273.510000 sec): 3 clusters
  Score: Raw -290257.070737 + Penalty 2684.744190 = -287572.326547
  nChanged 10
		SP:Iteration 29Q (97273.680000 sec): 3 clusters
  Score: Raw -290259.431852 + Penalty 2684.744190 = -287574.687662
  nChanged 3
		SP:Iteration 30Q (97273.860000 sec): 3 clusters
  Score: Raw -290260.247883 + Penalty 2684.744190 = -287575.503692
  nChanged 2
		SP:Iteration 31Q (97274.030000 sec): 3 clusters
  Score: Raw -290261.213482 + Penalty 2684.744190 = -287576.469291
  nChanged 6
		SP:Iteration 32Q (97274.200000 sec): 3 clusters
  Score: Raw -290263.592098 + Penalty 2684.744190 = -287578.847907
  nChanged 8
		SP:Iteration 33Q (97274.370000 sec): 3 clusters
  Score: Raw -290265.583103 + Penalty 2684.744190 = -287580.838913
  nChanged 9
		SP:Iteration 34Q (97274.540000 sec): 3 clusters
  Score: Raw -290267.442867 + Penalty 2684.744190 = -287582.698677
  nChanged 7
		SP:Iteration 35Q (97274.720000 sec): 3 clusters
  Score: Raw -290269.053554 + Penalty 2684.744190 = -287584.309364
  nChanged 4
		SP:Iteration 36Q (97274.890000 sec): 3 clusters
  Score: Raw -290270.097400 + Penalty 2684.744190 = -287585.353210
  nChanged 3
		SP:Iteration 37Q (97275.060000 sec): 3 clusters
  Score: Raw -290270.863773 + Penalty 2684.744190 = -287586.119583
  nChanged 2
		SP:Iteration 38Q (97275.240000 sec): 3 clusters
  Score: Raw -290271.183175 + Penalty 2684.744190 = -287586.438985
  nChanged 2
		SP:Iteration 39Q (97275.410000 sec): 3 clusters
  Score: Raw -290271.423058 + Penalty 2684.744190 = -287586.678868
  nChanged 0
		SP:Iteration 40F (97275.590000 sec): 3 clusters
  Score: Raw -290271.423058 + Penalty 2684.744190 = -287586.678868
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 56 (4865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97275.700000 sec): 2 clusters
  Score: Raw -357293.178645 + Penalty 1379.596074 = -355913.582571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97275.920000 sec): 3 clusters
  Score: Raw -354799.868645 + Penalty 2759.192148 = -352040.676497
  nChanged 1962
		SP:Iteration 1F (97276.050000 sec): 3 clusters
  Score: Raw -355988.379252 + Penalty 2759.192148 = -353229.187104
  nChanged 417
		SP:Iteration 2F (97276.210000 sec): 3 clusters
  Score: Raw -356340.310358 + Penalty 2759.192148 = -353581.118210
  nChanged 369
		SP:Iteration 3F (97276.370000 sec): 3 clusters
  Score: Raw -356702.701631 + Penalty 2759.192148 = -353943.509483
  nChanged 341
		SP:Iteration 4F (97276.530000 sec): 3 clusters
  Score: Raw -357014.335179 + Penalty 2759.192148 = -354255.143031
  nChanged 303
		SP:Iteration 5F (97276.690000 sec): 3 clusters
  Score: Raw -357309.978894 + Penalty 2759.192148 = -354550.786745
  nChanged 267
		SP:Iteration 6F (97276.850000 sec): 3 clusters
  Score: Raw -357533.005758 + Penalty 2759.192148 = -354773.813609
  nChanged 220
		SP:Iteration 7Q (97277.070000 sec): 3 clusters
  Score: Raw -357684.095419 + Penalty 2759.192148 = -354924.903271
  nChanged 195
		SP:Iteration 8Q (97277.190000 sec): 3 clusters
  Score: Raw -357838.867138 + Penalty 2759.192148 = -355079.674990
  nChanged 183
		SP:Iteration 9Q (97277.380000 sec): 3 clusters
  Score: Raw -357959.730756 + Penalty 2759.192148 = -355200.538608
  nChanged 140
		SP:Iteration 10Q (97277.540000 sec): 3 clusters
  Score: Raw -358028.484742 + Penalty 2759.192148 = -355269.292594
  nChanged 115
		SP:Iteration 11Q (97277.720000 sec): 3 clusters
  Score: Raw -358082.154241 + Penalty 2759.192148 = -355322.962092
  nChanged 74
		SP:Iteration 12Q (97277.850000 sec): 3 clusters
  Score: Raw -358113.406022 + Penalty 2759.192148 = -355354.213874
  nChanged 51
		SP:Iteration 13Q (97278.000000 sec): 3 clusters
  Score: Raw -358138.887508 + Penalty 2759.192148 = -355379.695360
  nChanged 54
		SP:Iteration 14Q (97278.160000 sec): 3 clusters
  Score: Raw -358161.463726 + Penalty 2759.192148 = -355402.271578
  nChanged 44
		SP:Iteration 15Q (97278.320000 sec): 3 clusters
  Score: Raw -358178.186346 + Penalty 2759.192148 = -355418.994197
  nChanged 36
		SP:Iteration 16Q (97278.480000 sec): 3 clusters
  Score: Raw -358191.301832 + Penalty 2759.192148 = -355432.109684
  nChanged 38
		SP:Iteration 17Q (97278.640000 sec): 3 clusters
  Score: Raw -358210.814093 + Penalty 2759.192148 = -355451.621945
  nChanged 42
		SP:Iteration 18Q (97278.800000 sec): 3 clusters
  Score: Raw -358232.449826 + Penalty 2759.192148 = -355473.257677
  nChanged 52
		SP:Iteration 19Q (97278.960000 sec): 3 clusters
  Score: Raw -358254.725518 + Penalty 2759.192148 = -355495.533369
  nChanged 36
		SP:Iteration 20F (97279.120000 sec): 3 clusters
  Score: Raw -358279.495590 + Penalty 2759.192148 = -355520.303442
  nChanged 38
		SP:Iteration 21Q (97279.280000 sec): 3 clusters
  Score: Raw -358301.682643 + Penalty 2759.192148 = -355542.490495
  nChanged 42
		SP:Iteration 22Q (97279.440000 sec): 3 clusters
  Score: Raw -358320.446335 + Penalty 2759.192148 = -355561.254187
  nChanged 31
		SP:Iteration 23Q (97279.600000 sec): 3 clusters
  Score: Raw -358331.040511 + Penalty 2759.192148 = -355571.848363
  nChanged 21
		SP:Iteration 24Q (97279.760000 sec): 3 clusters
  Score: Raw -358338.705339 + Penalty 2759.192148 = -355579.513190
  nChanged 24
		SP:Iteration 25Q (97279.930000 sec): 3 clusters
  Score: Raw -358348.225986 + Penalty 2759.192148 = -355589.033838
  nChanged 25
		SP:Iteration 26Q (97280.110000 sec): 3 clusters
  Score: Raw -358357.759232 + Penalty 2759.192148 = -355598.567083
  nChanged 23
		SP:Iteration 27Q (97280.280000 sec): 3 clusters
  Score: Raw -358366.989615 + Penalty 2759.192148 = -355607.797467
  nChanged 20
		SP:Iteration 28Q (97280.460000 sec): 3 clusters
  Score: Raw -358373.973582 + Penalty 2759.192148 = -355614.781434
  nChanged 19
		SP:Iteration 29Q (97280.630000 sec): 3 clusters
  Score: Raw -358377.766288 + Penalty 2759.192148 = -355618.574140
  nChanged 14
		SP:Iteration 30Q (97280.810000 sec): 3 clusters
  Score: Raw -358381.356442 + Penalty 2759.192148 = -355622.164294
  nChanged 8
		SP:Iteration 31Q (97280.980000 sec): 3 clusters
  Score: Raw -358383.661023 + Penalty 2759.192148 = -355624.468875
  nChanged 8
		SP:Iteration 32Q (97281.160000 sec): 3 clusters
  Score: Raw -358386.136776 + Penalty 2759.192148 = -355626.944628
  nChanged 9
		SP:Iteration 33Q (97281.330000 sec): 3 clusters
  Score: Raw -358388.010365 + Penalty 2759.192148 = -355628.818216
  nChanged 8
		SP:Iteration 34Q (97281.500000 sec): 3 clusters
  Score: Raw -358390.530616 + Penalty 2759.192148 = -355631.338467
  nChanged 11
		SP:Iteration 35Q (97281.680000 sec): 3 clusters
  Score: Raw -358392.726821 + Penalty 2759.192148 = -355633.534673
  nChanged 4
		SP:Iteration 36Q (97281.850000 sec): 3 clusters
  Score: Raw -358393.446164 + Penalty 2759.192148 = -355634.254016
  nChanged 4
		SP:Iteration 37Q (97282.020000 sec): 3 clusters
  Score: Raw -358394.143896 + Penalty 2759.192148 = -355634.951748
  nChanged 2
		SP:Iteration 38Q (97282.200000 sec): 3 clusters
  Score: Raw -358394.380831 + Penalty 2759.192148 = -355635.188683
  nChanged 2
		SP:Iteration 39Q (97282.370000 sec): 3 clusters
  Score: Raw -358394.596060 + Penalty 2759.192148 = -355635.403912
  nChanged 3
		SP:Iteration 40F (97282.550000 sec): 3 clusters
  Score: Raw -358395.137625 + Penalty 2759.192148 = -355635.945477
  nChanged 1
		SP:Iteration 41Q (97282.720000 sec): 3 clusters
  Score: Raw -358395.677184 + Penalty 2759.192148 = -355636.485035
  nChanged 4
		SP:Iteration 42Q (97282.890000 sec): 3 clusters
  Score: Raw -358396.458766 + Penalty 2759.192148 = -355637.266617
  nChanged 1
		SP:Iteration 43Q (97283.070000 sec): 3 clusters
  Score: Raw -358396.638293 + Penalty 2759.192148 = -355637.446145
  nChanged 2
		SP:Iteration 44Q (97283.240000 sec): 3 clusters
  Score: Raw -358396.983879 + Penalty 2759.192148 = -355637.791731
  nChanged 2
		SP:Iteration 45Q (97283.410000 sec): 3 clusters
  Score: Raw -358397.248576 + Penalty 2759.192148 = -355638.056428
  nChanged 0
		SP:Iteration 46F (97283.590000 sec): 3 clusters
  Score: Raw -358397.248576 + Penalty 2759.192148 = -355638.056428
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 57 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97283.660000 sec): 2 clusters
  Score: Raw -30630.179858 + Penalty 960.504455 = -29669.675403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97283.830000 sec): 3 clusters
  Score: Raw -30593.573979 + Penalty 1921.008909 = -28672.565070
  nChanged 73
		SP:Iteration 1F (97284.010000 sec): 3 clusters
  Score: Raw -30700.623439 + Penalty 1921.008909 = -28779.614530
  nChanged 22
		SP:Iteration 2F (97284.180000 sec): 3 clusters
  Score: Raw -30756.985659 + Penalty 1921.008909 = -28835.976750
  nChanged 12
		SP:Iteration 3Q (97284.350000 sec): 3 clusters
  Score: Raw -30780.390812 + Penalty 1921.008909 = -28859.381902
  nChanged 8
		SP:Iteration 4Q (97284.510000 sec): 3 clusters
  Score: Raw -30790.855493 + Penalty 1921.008909 = -28869.846583
  nChanged 2
		SP:Iteration 5Q (97284.660000 sec): 3 clusters
  Score: Raw -30793.480090 + Penalty 1921.008909 = -28872.471181
  nChanged 0
		SP:Iteration 6F (97284.830000 sec): 3 clusters
  Score: Raw -30793.480090 + Penalty 1921.008909 = -28872.471181
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 58 (5209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97284.930000 sec): 2 clusters
  Score: Raw -442517.030189 + Penalty 1390.698266 = -441126.331923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97285.110000 sec): 3 clusters
  Score: Raw -439818.841592 + Penalty 2781.396533 = -437037.445060
  nChanged 2073
		SP:Iteration 1F (97285.270000 sec): 3 clusters
  Score: Raw -441037.373336 + Penalty 2781.396533 = -438255.976803
  nChanged 382
		SP:Iteration 2F (97285.450000 sec): 3 clusters
  Score: Raw -441285.965977 + Penalty 2781.396533 = -438504.569444
  nChanged 297
		SP:Iteration 3F (97285.620000 sec): 3 clusters
  Score: Raw -441484.123419 + Penalty 2781.396533 = -438702.726886
  nChanged 255
		SP:Iteration 4Q (97285.800000 sec): 3 clusters
  Score: Raw -441645.534316 + Penalty 2781.396533 = -438864.137783
  nChanged 241
		SP:Iteration 5Q (97285.960000 sec): 3 clusters
  Score: Raw -441782.958113 + Penalty 2781.396533 = -439001.561580
  nChanged 205
		SP:Iteration 6Q (97286.120000 sec): 3 clusters
  Score: Raw -441905.476480 + Penalty 2781.396533 = -439124.079948
  nChanged 187
		SP:Iteration 7Q (97286.330000 sec): 3 clusters
  Score: Raw -442026.887609 + Penalty 2781.396533 = -439245.491076
  nChanged 179
		SP:Iteration 8Q (97286.500000 sec): 3 clusters
  Score: Raw -442144.467113 + Penalty 2781.396533 = -439363.070580
  nChanged 174
		SP:Iteration 9Q (97286.630000 sec): 3 clusters
  Score: Raw -442251.112300 + Penalty 2781.396533 = -439469.715767
  nChanged 173
		SP:Iteration 10Q (97286.780000 sec): 3 clusters
  Score: Raw -442352.467857 + Penalty 2781.396533 = -439571.071324
  nChanged 142
		SP:Iteration 11Q (97286.940000 sec): 3 clusters
  Score: Raw -442435.258582 + Penalty 2781.396533 = -439653.862049
  nChanged 136
		SP:Iteration 12Q (97287.100000 sec): 3 clusters
  Score: Raw -442526.451230 + Penalty 2781.396533 = -439745.054697
  nChanged 138
		SP:Iteration 13Q (97287.260000 sec): 3 clusters
  Score: Raw -442620.383491 + Penalty 2781.396533 = -439838.986959
  nChanged 120
		SP:Iteration 14Q (97287.410000 sec): 3 clusters
  Score: Raw -442697.143268 + Penalty 2781.396533 = -439915.746735
  nChanged 115
		SP:Iteration 15Q (97287.570000 sec): 3 clusters
  Score: Raw -442767.788182 + Penalty 2781.396533 = -439986.391650
  nChanged 94
		SP:Iteration 16Q (97287.730000 sec): 3 clusters
  Score: Raw -442829.536758 + Penalty 2781.396533 = -440048.140225
  nChanged 81
		SP:Iteration 17Q (97287.890000 sec): 3 clusters
  Score: Raw -442878.286062 + Penalty 2781.396533 = -440096.889529
  nChanged 49
		SP:Iteration 18Q (97288.050000 sec): 3 clusters
  Score: Raw -442903.784981 + Penalty 2781.396533 = -440122.388448
  nChanged 33
		SP:Iteration 19Q (97288.200000 sec): 3 clusters
  Score: Raw -442917.303094 + Penalty 2781.396533 = -440135.906562
  nChanged 33
		SP:Iteration 20F (97288.360000 sec): 3 clusters
  Score: Raw -442930.257616 + Penalty 2781.396533 = -440148.861083
  nChanged 26
		SP:Iteration 21Q (97288.550000 sec): 3 clusters
  Score: Raw -442938.399939 + Penalty 2781.396533 = -440157.003406
  nChanged 17
		SP:Iteration 22Q (97288.710000 sec): 3 clusters
  Score: Raw -442944.092805 + Penalty 2781.396533 = -440162.696272
  nChanged 20
		SP:Iteration 23Q (97288.870000 sec): 3 clusters
  Score: Raw -442949.940448 + Penalty 2781.396533 = -440168.543915
  nChanged 16
		SP:Iteration 24Q (97289.040000 sec): 3 clusters
  Score: Raw -442954.256005 + Penalty 2781.396533 = -440172.859473
  nChanged 8
		SP:Iteration 25Q (97289.170000 sec): 3 clusters
  Score: Raw -442956.767847 + Penalty 2781.396533 = -440175.371314
  nChanged 11
		SP:Iteration 26Q (97289.330000 sec): 3 clusters
  Score: Raw -442959.843398 + Penalty 2781.396533 = -440178.446865
  nChanged 12
		SP:Iteration 27Q (97289.490000 sec): 3 clusters
  Score: Raw -442963.066992 + Penalty 2781.396533 = -440181.670459
  nChanged 16
		SP:Iteration 28Q (97289.650000 sec): 3 clusters
  Score: Raw -442967.042340 + Penalty 2781.396533 = -440185.645807
  nChanged 11
		SP:Iteration 29Q (97289.810000 sec): 3 clusters
  Score: Raw -442968.720115 + Penalty 2781.396533 = -440187.323583
  nChanged 6
		SP:Iteration 30Q (97289.960000 sec): 3 clusters
  Score: Raw -442970.420830 + Penalty 2781.396533 = -440189.024297
  nChanged 7
		SP:Iteration 31Q (97290.120000 sec): 3 clusters
  Score: Raw -442972.791024 + Penalty 2781.396533 = -440191.394491
  nChanged 16
		SP:Iteration 32Q (97290.280000 sec): 3 clusters
  Score: Raw -442976.988855 + Penalty 2781.396533 = -440195.592322
  nChanged 4
		SP:Iteration 33Q (97290.430000 sec): 3 clusters
  Score: Raw -442977.573959 + Penalty 2781.396533 = -440196.177426
  nChanged 5
		SP:Iteration 34Q (97290.590000 sec): 3 clusters
  Score: Raw -442979.104180 + Penalty 2781.396533 = -440197.707648
  nChanged 5
		SP:Iteration 35Q (97290.750000 sec): 3 clusters
  Score: Raw -442980.290616 + Penalty 2781.396533 = -440198.894084
  nChanged 5
		SP:Iteration 36Q (97290.910000 sec): 3 clusters
  Score: Raw -442981.634865 + Penalty 2781.396533 = -440200.238333
  nChanged 4
		SP:Iteration 37Q (97291.060000 sec): 3 clusters
  Score: Raw -442982.266819 + Penalty 2781.396533 = -440200.870286
  nChanged 3
		SP:Iteration 38Q (97291.220000 sec): 3 clusters
  Score: Raw -442982.812683 + Penalty 2781.396533 = -440201.416150
  nChanged 1
		SP:Iteration 39Q (97291.380000 sec): 3 clusters
  Score: Raw -442982.981820 + Penalty 2781.396533 = -440201.585288
  nChanged 2
		SP:Iteration 40F (97291.540000 sec): 3 clusters
  Score: Raw -442983.793688 + Penalty 2781.396533 = -440202.397156
  nChanged 2
		SP:Iteration 41Q (97291.690000 sec): 3 clusters
  Score: Raw -442984.480386 + Penalty 2781.396533 = -440203.083854
  nChanged 3
		SP:Iteration 42Q (97291.850000 sec): 3 clusters
  Score: Raw -442985.086710 + Penalty 2781.396533 = -440203.690177
  nChanged 3
		SP:Iteration 43Q (97292.010000 sec): 3 clusters
  Score: Raw -442985.659909 + Penalty 2781.396533 = -440204.263376
  nChanged 3
		SP:Iteration 44Q (97292.170000 sec): 3 clusters
  Score: Raw -442986.372614 + Penalty 2781.396533 = -440204.976081
  nChanged 0
		SP:Iteration 45F (97292.330000 sec): 3 clusters
  Score: Raw -442986.372614 + Penalty 2781.396533 = -440204.976081
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 59 (14068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97292.490000 sec): 2 clusters
  Score: Raw -1214201.581723 + Penalty 1552.144424 = -1212649.437299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97292.710000 sec): 3 clusters
  Score: Raw -1205906.087284 + Penalty 3104.288848 = -1202801.798436
  nChanged 6247
		SP:Iteration 1F (97292.970000 sec): 3 clusters
  Score: Raw -1209311.050294 + Penalty 3104.288848 = -1206206.761446
  nChanged 755
		SP:Iteration 2F (97293.190000 sec): 3 clusters
  Score: Raw -1209602.785899 + Penalty 3104.288848 = -1206498.497051
  nChanged 703
		SP:Iteration 3Q (97293.470000 sec): 3 clusters
  Score: Raw -1209896.110842 + Penalty 3104.288848 = -1206791.821994
  nChanged 685
		SP:Iteration 4Q (97293.730000 sec): 3 clusters
  Score: Raw -1210202.791333 + Penalty 3104.288848 = -1207098.502485
  nChanged 668
		SP:Iteration 5Q (97294.010000 sec): 3 clusters
  Score: Raw -1210549.474211 + Penalty 3104.288848 = -1207445.185363
  nChanged 752
		SP:Iteration 6F (97294.250000 sec): 3 clusters
  Score: Raw -1210964.140794 + Penalty 3104.288848 = -1207859.851946
  nChanged 746
		SP:Iteration 7F (97294.510000 sec): 3 clusters
  Score: Raw -1211396.540747 + Penalty 3104.288848 = -1208292.251899
  nChanged 706
		SP:Iteration 8F (97294.750000 sec): 3 clusters
  Score: Raw -1211847.279206 + Penalty 3104.288848 = -1208742.990358
  nChanged 704
		SP:Iteration 9F (97294.940000 sec): 3 clusters
  Score: Raw -1212316.144381 + Penalty 3104.288848 = -1209211.855533
  nChanged 595
		SP:Iteration 10Q (97295.210000 sec): 3 clusters
  Score: Raw -1212692.088224 + Penalty 3104.288848 = -1209587.799376
  nChanged 467
		SP:Iteration 11Q (97295.500000 sec): 3 clusters
  Score: Raw -1212978.677829 + Penalty 3104.288848 = -1209874.388981
  nChanged 356
		SP:Iteration 12Q (97295.760000 sec): 3 clusters
  Score: Raw -1213215.657832 + Penalty 3104.288848 = -1210111.368984
  nChanged 313
		SP:Iteration 13Q (97296.020000 sec): 3 clusters
  Score: Raw -1213420.392579 + Penalty 3104.288848 = -1210316.103731
  nChanged 266
		SP:Iteration 14Q (97296.260000 sec): 3 clusters
  Score: Raw -1213591.917379 + Penalty 3104.288848 = -1210487.628531
  nChanged 237
		SP:Iteration 15Q (97296.510000 sec): 3 clusters
  Score: Raw -1213713.506782 + Penalty 3104.288848 = -1210609.217934
  nChanged 196
		SP:Iteration 16Q (97296.740000 sec): 3 clusters
  Score: Raw -1213819.454206 + Penalty 3104.288848 = -1210715.165358
  nChanged 196
		SP:Iteration 17Q (97296.980000 sec): 3 clusters
  Score: Raw -1213926.722850 + Penalty 3104.288848 = -1210822.434002
  nChanged 184
		SP:Iteration 18Q (97297.210000 sec): 3 clusters
  Score: Raw -1214014.381149 + Penalty 3104.288848 = -1210910.092301
  nChanged 142
		SP:Iteration 19Q (97297.490000 sec): 3 clusters
  Score: Raw -1214079.107815 + Penalty 3104.288848 = -1210974.818967
  nChanged 124
		SP:Iteration 20F (97297.680000 sec): 3 clusters
  Score: Raw -1214128.297730 + Penalty 3104.288848 = -1211024.008882
  nChanged 111
		SP:Iteration 21Q (97297.940000 sec): 3 clusters
  Score: Raw -1214174.804230 + Penalty 3104.288848 = -1211070.515382
  nChanged 98
		SP:Iteration 22Q (97298.170000 sec): 3 clusters
  Score: Raw -1214216.412160 + Penalty 3104.288848 = -1211112.123312
  nChanged 79
		SP:Iteration 23Q (97298.430000 sec): 3 clusters
  Score: Raw -1214247.038955 + Penalty 3104.288848 = -1211142.750107
  nChanged 77
		SP:Iteration 24Q (97298.670000 sec): 3 clusters
  Score: Raw -1214275.322272 + Penalty 3104.288848 = -1211171.033424
  nChanged 72
		SP:Iteration 25Q (97298.910000 sec): 3 clusters
  Score: Raw -1214304.200657 + Penalty 3104.288848 = -1211199.911809
  nChanged 71
		SP:Iteration 26Q (97299.150000 sec): 3 clusters
  Score: Raw -1214329.231964 + Penalty 3104.288848 = -1211224.943117
  nChanged 45
		SP:Iteration 27Q (97299.390000 sec): 3 clusters
  Score: Raw -1214344.512604 + Penalty 3104.288848 = -1211240.223756
  nChanged 41
		SP:Iteration 28Q (97299.650000 sec): 3 clusters
  Score: Raw -1214355.724312 + Penalty 3104.288848 = -1211251.435464
  nChanged 34
		SP:Iteration 29Q (97299.910000 sec): 3 clusters
  Score: Raw -1214364.311190 + Penalty 3104.288848 = -1211260.022342
  nChanged 41
		SP:Iteration 30Q (97300.100000 sec): 3 clusters
  Score: Raw -1214374.260027 + Penalty 3104.288848 = -1211269.971179
  nChanged 33
		SP:Iteration 31Q (97300.360000 sec): 3 clusters
  Score: Raw -1214381.362173 + Penalty 3104.288848 = -1211277.073325
  nChanged 33
		SP:Iteration 32Q (97300.570000 sec): 3 clusters
  Score: Raw -1214388.448062 + Penalty 3104.288848 = -1211284.159214
  nChanged 35
		SP:Iteration 33Q (97300.850000 sec): 3 clusters
  Score: Raw -1214396.805102 + Penalty 3104.288848 = -1211292.516254
  nChanged 27
		SP:Iteration 34Q (97301.100000 sec): 3 clusters
  Score: Raw -1214402.212892 + Penalty 3104.288848 = -1211297.924044
  nChanged 14
		SP:Iteration 35Q (97301.310000 sec): 3 clusters
  Score: Raw -1214404.792244 + Penalty 3104.288848 = -1211300.503396
  nChanged 9
		SP:Iteration 36Q (97301.610000 sec): 3 clusters
  Score: Raw -1214406.621445 + Penalty 3104.288848 = -1211302.332598
  nChanged 15
		SP:Iteration 37Q (97301.850000 sec): 3 clusters
  Score: Raw -1214409.253285 + Penalty 3104.288848 = -1211304.964437
  nChanged 17
		SP:Iteration 38Q (97302.140000 sec): 3 clusters
  Score: Raw -1214412.768825 + Penalty 3104.288848 = -1211308.479977
  nChanged 11
		SP:Iteration 39Q (97302.410000 sec): 3 clusters
  Score: Raw -1214415.221030 + Penalty 3104.288848 = -1211310.932182
  nChanged 11
		SP:Iteration 40F (97302.680000 sec): 3 clusters
  Score: Raw -1214417.351858 + Penalty 3104.288848 = -1211313.063010
  nChanged 11
		SP:Iteration 41Q (97302.870000 sec): 3 clusters
  Score: Raw -1214419.549379 + Penalty 3104.288848 = -1211315.260531
  nChanged 8
		SP:Iteration 42Q (97303.140000 sec): 3 clusters
  Score: Raw -1214421.530725 + Penalty 3104.288848 = -1211317.241877
  nChanged 9
		SP:Iteration 43Q (97303.430000 sec): 3 clusters
  Score: Raw -1214423.695442 + Penalty 3104.288848 = -1211319.406594
  nChanged 7
		SP:Iteration 44Q (97303.710000 sec): 3 clusters
  Score: Raw -1214425.877547 + Penalty 3104.288848 = -1211321.588699
  nChanged 11
		SP:Iteration 45Q (97303.890000 sec): 3 clusters
  Score: Raw -1214428.993560 + Penalty 3104.288848 = -1211324.704712
  nChanged 12
		SP:Iteration 46Q (97304.150000 sec): 3 clusters
  Score: Raw -1214430.986587 + Penalty 3104.288848 = -1211326.697739
  nChanged 7
		SP:Iteration 47Q (97304.410000 sec): 3 clusters
  Score: Raw -1214432.363108 + Penalty 3104.288848 = -1211328.074260
  nChanged 3
		SP:Iteration 48Q (97304.680000 sec): 3 clusters
  Score: Raw -1214432.990953 + Penalty 3104.288848 = -1211328.702105
  nChanged 5
		SP:Iteration 49Q (97304.940000 sec): 3 clusters
  Score: Raw -1214433.961328 + Penalty 3104.288848 = -1211329.672480
  nChanged 5
		SP:Iteration 50Q (97305.210000 sec): 3 clusters
  Score: Raw -1214435.490413 + Penalty 3104.288848 = -1211331.201565
  nChanged 7
		SP:Iteration 51Q (97305.500000 sec): 3 clusters
  Score: Raw -1214436.964867 + Penalty 3104.288848 = -1211332.676019
  nChanged 8
		SP:Iteration 52Q (97305.780000 sec): 3 clusters
  Score: Raw -1214438.593791 + Penalty 3104.288848 = -1211334.304943
  nChanged 7
		SP:Iteration 53Q (97306.050000 sec): 3 clusters
  Score: Raw -1214439.859301 + Penalty 3104.288848 = -1211335.570453
  nChanged 7
		SP:Iteration 54Q (97306.270000 sec): 3 clusters
  Score: Raw -1214441.065099 + Penalty 3104.288848 = -1211336.776251
  nChanged 9
		SP:Iteration 55Q (97306.550000 sec): 3 clusters
  Score: Raw -1214442.925156 + Penalty 3104.288848 = -1211338.636308
  nChanged 8
		SP:Iteration 56Q (97306.740000 sec): 3 clusters
  Score: Raw -1214444.064787 + Penalty 3104.288848 = -1211339.775939
  nChanged 4
		SP:Iteration 57Q (97307.010000 sec): 3 clusters
  Score: Raw -1214444.804999 + Penalty 3104.288848 = -1211340.516151
  nChanged 2
		SP:Iteration 58Q (97307.260000 sec): 3 clusters
  Score: Raw -1214445.461697 + Penalty 3104.288848 = -1211341.172849
  nChanged 4
		SP:Iteration 59Q (97307.510000 sec): 3 clusters
  Score: Raw -1214446.578198 + Penalty 3104.288848 = -1211342.289350
  nChanged 3
		SP:Iteration 60F (97307.780000 sec): 3 clusters
  Score: Raw -1214447.205135 + Penalty 3104.288848 = -1211342.916288
  nChanged 5
		SP:Iteration 61Q (97308.040000 sec): 3 clusters
  Score: Raw -1214448.373123 + Penalty 3104.288848 = -1211344.084276
  nChanged 6
		SP:Iteration 62Q (97308.310000 sec): 3 clusters
  Score: Raw -1214450.637571 + Penalty 3104.288848 = -1211346.348723
  nChanged 8
		SP:Iteration 63Q (97308.590000 sec): 3 clusters
  Score: Raw -1214452.288239 + Penalty 3104.288848 = -1211347.999391
  nChanged 6
		SP:Iteration 64Q (97308.780000 sec): 3 clusters
  Score: Raw -1214453.519468 + Penalty 3104.288848 = -1211349.230620
  nChanged 3
		SP:Iteration 65Q (97309.090000 sec): 3 clusters
  Score: Raw -1214454.123465 + Penalty 3104.288848 = -1211349.834617
  nChanged 1
		SP:Iteration 66Q (97309.310000 sec): 3 clusters
  Score: Raw -1214454.362072 + Penalty 3104.288848 = -1211350.073224
  nChanged 3
		SP:Iteration 67Q (97309.590000 sec): 3 clusters
  Score: Raw -1214455.054571 + Penalty 3104.288848 = -1211350.765723
  nChanged 4
		SP:Iteration 68Q (97309.840000 sec): 3 clusters
  Score: Raw -1214455.757732 + Penalty 3104.288848 = -1211351.468884
  nChanged 2
		SP:Iteration 69Q (97310.040000 sec): 3 clusters
  Score: Raw -1214456.036789 + Penalty 3104.288848 = -1211351.747941
  nChanged 1
		SP:Iteration 70Q (97310.310000 sec): 3 clusters
  Score: Raw -1214456.086500 + Penalty 3104.288848 = -1211351.797652
  nChanged 1
		SP:Iteration 71Q (97310.560000 sec): 3 clusters
  Score: Raw -1214456.439870 + Penalty 3104.288848 = -1211352.151022
  nChanged 3
		SP:Iteration 72Q (97310.820000 sec): 3 clusters
  Score: Raw -1214457.529765 + Penalty 3104.288848 = -1211353.240917
  nChanged 3
		SP:Iteration 73Q (97311.110000 sec): 3 clusters
  Score: Raw -1214458.426750 + Penalty 3104.288848 = -1211354.137902
  nChanged 6
		SP:Iteration 74Q (97311.300000 sec): 3 clusters
  Score: Raw -1214459.735494 + Penalty 3104.288848 = -1211355.446646
  nChanged 4
		SP:Iteration 75Q (97311.560000 sec): 3 clusters
  Score: Raw -1214460.620791 + Penalty 3104.288848 = -1211356.331943
  nChanged 2
		SP:Iteration 76Q (97311.810000 sec): 3 clusters
  Score: Raw -1214460.954945 + Penalty 3104.288848 = -1211356.666097
  nChanged 3
		SP:Iteration 77Q (97312.080000 sec): 3 clusters
  Score: Raw -1214461.990151 + Penalty 3104.288848 = -1211357.701303
  nChanged 0
		SP:Iteration 78F (97312.300000 sec): 3 clusters
  Score: Raw -1214461.990151 + Penalty 3104.288848 = -1211357.701303
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 60 (665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97312.390000 sec): 2 clusters
  Score: Raw -53042.062469 + Penalty 1056.215394 = -51985.847075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97312.570000 sec): 3 clusters
  Score: Raw -52901.098374 + Penalty 2112.430788 = -50788.667586
  nChanged 163
		SP:Iteration 1F (97312.750000 sec): 3 clusters
  Score: Raw -53054.882408 + Penalty 2112.430788 = -50942.451620
  nChanged 53
		SP:Iteration 2F (97312.920000 sec): 3 clusters
  Score: Raw -53115.997786 + Penalty 2112.430788 = -51003.566998
  nChanged 27
		SP:Iteration 3Q (97313.090000 sec): 3 clusters
  Score: Raw -53151.140657 + Penalty 2112.430788 = -51038.709869
  nChanged 20
		SP:Iteration 4Q (97313.270000 sec): 3 clusters
  Score: Raw -53180.807826 + Penalty 2112.430788 = -51068.377038
  nChanged 12
		SP:Iteration 5Q (97313.450000 sec): 3 clusters
  Score: Raw -53194.926585 + Penalty 2112.430788 = -51082.495797
  nChanged 9
		SP:Iteration 6Q (97313.620000 sec): 3 clusters
  Score: Raw -53207.243152 + Penalty 2112.430788 = -51094.812364
  nChanged 7
		SP:Iteration 7Q (97313.800000 sec): 3 clusters
  Score: Raw -53217.714303 + Penalty 2112.430788 = -51105.283515
  nChanged 5
		SP:Iteration 8Q (97313.970000 sec): 3 clusters
  Score: Raw -53230.309312 + Penalty 2112.430788 = -51117.878524
  nChanged 7
		SP:Iteration 9Q (97314.150000 sec): 3 clusters
  Score: Raw -53240.194175 + Penalty 2112.430788 = -51127.763387
  nChanged 7
		SP:Iteration 10Q (97314.330000 sec): 3 clusters
  Score: Raw -53248.373732 + Penalty 2112.430788 = -51135.942944
  nChanged 9
		SP:Iteration 11Q (97314.500000 sec): 3 clusters
  Score: Raw -53260.251758 + Penalty 2112.430788 = -51147.820970
  nChanged 9
		SP:Iteration 12Q (97314.680000 sec): 3 clusters
  Score: Raw -53274.026098 + Penalty 2112.430788 = -51161.595310
  nChanged 9
		SP:Iteration 13Q (97314.860000 sec): 3 clusters
  Score: Raw -53290.267171 + Penalty 2112.430788 = -51177.836383
  nChanged 8
		SP:Iteration 14Q (97315.030000 sec): 3 clusters
  Score: Raw -53321.281778 + Penalty 2112.430788 = -51208.850989
  nChanged 18
		SP:Iteration 15Q (97315.210000 sec): 3 clusters
  Score: Raw -53442.309836 + Penalty 2112.430788 = -51329.879048
  nChanged 21
		SP:Iteration 16Q (97315.380000 sec): 3 clusters
  Score: Raw -53664.586006 + Penalty 2112.430788 = -51552.155218
  nChanged 31
		SP:Iteration 17Q (97315.560000 sec): 3 clusters
  Score: Raw -53782.817639 + Penalty 2112.430788 = -51670.386851
  nChanged 23
		SP:Iteration 18Q (97315.740000 sec): 3 clusters
  Score: Raw -53840.071925 + Penalty 2112.430788 = -51727.641136
  nChanged 16
		SP:Iteration 19Q (97315.910000 sec): 3 clusters
  Score: Raw -53877.577805 + Penalty 2112.430788 = -51765.147017
  nChanged 12
		SP:Iteration 20F (97316.090000 sec): 3 clusters
  Score: Raw -53922.363633 + Penalty 2112.430788 = -51809.932845
  nChanged 8
		SP:Iteration 21Q (97316.260000 sec): 3 clusters
  Score: Raw -53937.749627 + Penalty 2112.430788 = -51825.318839
  nChanged 5
		SP:Iteration 22Q (97316.440000 sec): 3 clusters
  Score: Raw -53952.555419 + Penalty 2112.430788 = -51840.124631
  nChanged 6
		SP:Iteration 23Q (97316.620000 sec): 3 clusters
  Score: Raw -53964.835407 + Penalty 2112.430788 = -51852.404619
  nChanged 3
		SP:Iteration 24Q (97316.790000 sec): 3 clusters
  Score: Raw -53969.212357 + Penalty 2112.430788 = -51856.781568
  nChanged 2
		SP:Iteration 25Q (97316.960000 sec): 3 clusters
  Score: Raw -53974.273278 + Penalty 2112.430788 = -51861.842490
  nChanged 1
		SP:Iteration 26Q (97317.140000 sec): 3 clusters
  Score: Raw -53977.486810 + Penalty 2112.430788 = -51865.056022
  nChanged 3
		SP:Iteration 27Q (97317.320000 sec): 3 clusters
  Score: Raw -53981.720157 + Penalty 2112.430788 = -51869.289369
  nChanged 3
		SP:Iteration 28Q (97317.490000 sec): 3 clusters
  Score: Raw -53987.083913 + Penalty 2112.430788 = -51874.653125
  nChanged 2
		SP:Iteration 29Q (97317.670000 sec): 3 clusters
  Score: Raw -53992.117483 + Penalty 2112.430788 = -51879.686695
  nChanged 3
		SP:Iteration 30Q (97317.840000 sec): 3 clusters
  Score: Raw -53995.454066 + Penalty 2112.430788 = -51883.023277
  nChanged 3
		SP:Iteration 31Q (97318.020000 sec): 3 clusters
  Score: Raw -54000.192949 + Penalty 2112.430788 = -51887.762161
  nChanged 2
		SP:Iteration 32Q (97318.200000 sec): 3 clusters
  Score: Raw -54002.846030 + Penalty 2112.430788 = -51890.415242
  nChanged 0
		SP:Iteration 33F (97318.370000 sec): 3 clusters
  Score: Raw -54002.846030 + Penalty 2112.430788 = -51890.415242
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 61 (11146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97318.520000 sec): 2 clusters
  Score: Raw -919621.948781 + Penalty 1514.310845 = -918107.637937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97318.820000 sec): 3 clusters
  Score: Raw -913301.874877 + Penalty 3028.621690 = -910273.253187
  nChanged 4868
		SP:Iteration 1F (97318.980000 sec): 3 clusters
  Score: Raw -915998.094766 + Penalty 3028.621690 = -912969.473077
  nChanged 775
		SP:Iteration 2F (97319.170000 sec): 3 clusters
  Score: Raw -916422.127084 + Penalty 3028.621690 = -913393.505395
  nChanged 655
		SP:Iteration 3F (97319.360000 sec): 3 clusters
  Score: Raw -916810.820941 + Penalty 3028.621690 = -913782.199251
  nChanged 592
		SP:Iteration 4F (97319.560000 sec): 3 clusters
  Score: Raw -917155.208172 + Penalty 3028.621690 = -914126.586483
  nChanged 528
		SP:Iteration 5Q (97319.760000 sec): 3 clusters
  Score: Raw -917500.735212 + Penalty 3028.621690 = -914472.113522
  nChanged 532
		SP:Iteration 6Q (97319.970000 sec): 3 clusters
  Score: Raw -917868.505613 + Penalty 3028.621690 = -914839.883924
  nChanged 548
		SP:Iteration 7Q (97320.170000 sec): 3 clusters
  Score: Raw -918309.359891 + Penalty 3028.621690 = -915280.738202
  nChanged 575
		SP:Iteration 8F (97320.370000 sec): 3 clusters
  Score: Raw -918778.799010 + Penalty 3028.621690 = -915750.177320
  nChanged 550
		SP:Iteration 9Q (97320.580000 sec): 3 clusters
  Score: Raw -919213.229600 + Penalty 3028.621690 = -916184.607911
  nChanged 477
		SP:Iteration 10Q (97320.820000 sec): 3 clusters
  Score: Raw -919549.084072 + Penalty 3028.621690 = -916520.462382
  nChanged 357
		SP:Iteration 11Q (97321.010000 sec): 3 clusters
  Score: Raw -919767.929339 + Penalty 3028.621690 = -916739.307649
  nChanged 273
		SP:Iteration 12Q (97321.200000 sec): 3 clusters
  Score: Raw -919943.915258 + Penalty 3028.621690 = -916915.293569
  nChanged 238
		SP:Iteration 13Q (97321.410000 sec): 3 clusters
  Score: Raw -920080.555364 + Penalty 3028.621690 = -917051.933675
  nChanged 184
		SP:Iteration 14Q (97321.610000 sec): 3 clusters
  Score: Raw -920168.639813 + Penalty 3028.621690 = -917140.018123
  nChanged 159
		SP:Iteration 15Q (97321.820000 sec): 3 clusters
  Score: Raw -920231.470131 + Penalty 3028.621690 = -917202.848441
  nChanged 107
		SP:Iteration 16Q (97322.090000 sec): 3 clusters
  Score: Raw -920263.504399 + Penalty 3028.621690 = -917234.882709
  nChanged 77
		SP:Iteration 17Q (97322.280000 sec): 3 clusters
  Score: Raw -920288.150293 + Penalty 3028.621690 = -917259.528604
  nChanged 68
		SP:Iteration 18Q (97322.480000 sec): 3 clusters
  Score: Raw -920312.599822 + Penalty 3028.621690 = -917283.978132
  nChanged 71
		SP:Iteration 19Q (97322.750000 sec): 3 clusters
  Score: Raw -920335.443891 + Penalty 3028.621690 = -917306.822201
  nChanged 56
		SP:Iteration 20F (97322.970000 sec): 3 clusters
  Score: Raw -920351.767335 + Penalty 3028.621690 = -917323.145646
  nChanged 48
		SP:Iteration 21Q (97323.160000 sec): 3 clusters
  Score: Raw -920362.365149 + Penalty 3028.621690 = -917333.743459
  nChanged 46
		SP:Iteration 22Q (97323.400000 sec): 3 clusters
  Score: Raw -920373.184460 + Penalty 3028.621690 = -917344.562770
  nChanged 40
		SP:Iteration 23Q (97323.670000 sec): 3 clusters
  Score: Raw -920380.682879 + Penalty 3028.621690 = -917352.061190
  nChanged 33
		SP:Iteration 24Q (97323.820000 sec): 3 clusters
  Score: Raw -920387.981601 + Penalty 3028.621690 = -917359.359911
  nChanged 34
		SP:Iteration 25Q (97324.060000 sec): 3 clusters
  Score: Raw -920394.231087 + Penalty 3028.621690 = -917365.609397
  nChanged 24
		SP:Iteration 26Q (97324.340000 sec): 3 clusters
  Score: Raw -920399.452928 + Penalty 3028.621690 = -917370.831239
  nChanged 19
		SP:Iteration 27Q (97324.510000 sec): 3 clusters
  Score: Raw -920403.115206 + Penalty 3028.621690 = -917374.493516
  nChanged 17
		SP:Iteration 28Q (97324.740000 sec): 3 clusters
  Score: Raw -920406.331280 + Penalty 3028.621690 = -917377.709591
  nChanged 17
		SP:Iteration 29Q (97325.010000 sec): 3 clusters
  Score: Raw -920409.885785 + Penalty 3028.621690 = -917381.264095
  nChanged 23
		SP:Iteration 30Q (97325.170000 sec): 3 clusters
  Score: Raw -920414.345388 + Penalty 3028.621690 = -917385.723699
  nChanged 13
		SP:Iteration 31Q (97325.450000 sec): 3 clusters
  Score: Raw -920416.671198 + Penalty 3028.621690 = -917388.049508
  nChanged 14
		SP:Iteration 32Q (97325.610000 sec): 3 clusters
  Score: Raw -920419.515898 + Penalty 3028.621690 = -917390.894209
  nChanged 18
		SP:Iteration 33Q (97325.840000 sec): 3 clusters
  Score: Raw -920422.418286 + Penalty 3028.621690 = -917393.796596
  nChanged 19
		SP:Iteration 34Q (97326.080000 sec): 3 clusters
  Score: Raw -920425.432984 + Penalty 3028.621690 = -917396.811295
  nChanged 12
		SP:Iteration 35Q (97326.350000 sec): 3 clusters
  Score: Raw -920427.406105 + Penalty 3028.621690 = -917398.784415
  nChanged 7
		SP:Iteration 36Q (97326.510000 sec): 3 clusters
  Score: Raw -920428.559786 + Penalty 3028.621690 = -917399.938097
  nChanged 9
		SP:Iteration 37Q (97326.750000 sec): 3 clusters
  Score: Raw -920430.004888 + Penalty 3028.621690 = -917401.383199
  nChanged 9
		SP:Iteration 38Q (97326.960000 sec): 3 clusters
  Score: Raw -920431.261018 + Penalty 3028.621690 = -917402.639328
  nChanged 6
		SP:Iteration 39Q (97327.230000 sec): 3 clusters
  Score: Raw -920432.323295 + Penalty 3028.621690 = -917403.701605
  nChanged 7
		SP:Iteration 40F (97327.420000 sec): 3 clusters
  Score: Raw -920434.258275 + Penalty 3028.621690 = -917405.636585
  nChanged 11
		SP:Iteration 41Q (97327.620000 sec): 3 clusters
  Score: Raw -920436.449860 + Penalty 3028.621690 = -917407.828171
  nChanged 14
		SP:Iteration 42Q (97327.860000 sec): 3 clusters
  Score: Raw -920440.182493 + Penalty 3028.621690 = -917411.560804
  nChanged 16
		SP:Iteration 43Q (97328.160000 sec): 3 clusters
  Score: Raw -920444.064957 + Penalty 3028.621690 = -917415.443267
  nChanged 16
		SP:Iteration 44Q (97328.320000 sec): 3 clusters
  Score: Raw -920447.212063 + Penalty 3028.621690 = -917418.590374
  nChanged 12
		SP:Iteration 45Q (97328.560000 sec): 3 clusters
  Score: Raw -920448.886588 + Penalty 3028.621690 = -917420.264898
  nChanged 9
		SP:Iteration 46Q (97328.760000 sec): 3 clusters
  Score: Raw -920450.555286 + Penalty 3028.621690 = -917421.933596
  nChanged 7
		SP:Iteration 47Q (97328.990000 sec): 3 clusters
  Score: Raw -920451.610086 + Penalty 3028.621690 = -917422.988396
  nChanged 8
		SP:Iteration 48Q (97329.180000 sec): 3 clusters
  Score: Raw -920452.745740 + Penalty 3028.621690 = -917424.124051
  nChanged 7
		SP:Iteration 49Q (97329.380000 sec): 3 clusters
  Score: Raw -920453.838865 + Penalty 3028.621690 = -917425.217175
  nChanged 5
		SP:Iteration 50Q (97329.580000 sec): 3 clusters
  Score: Raw -920454.395468 + Penalty 3028.621690 = -917425.773778
  nChanged 2
		SP:Iteration 51Q (97329.870000 sec): 3 clusters
  Score: Raw -920454.614794 + Penalty 3028.621690 = -917425.993104
  nChanged 6
		SP:Iteration 52Q (97330.080000 sec): 3 clusters
  Score: Raw -920455.762746 + Penalty 3028.621690 = -917427.141056
  nChanged 5
		SP:Iteration 53Q (97330.320000 sec): 3 clusters
  Score: Raw -920456.477892 + Penalty 3028.621690 = -917427.856203
  nChanged 3
		SP:Iteration 54Q (97330.590000 sec): 3 clusters
  Score: Raw -920456.829686 + Penalty 3028.621690 = -917428.207997
  nChanged 4
		SP:Iteration 55Q (97330.740000 sec): 3 clusters
  Score: Raw -920457.514698 + Penalty 3028.621690 = -917428.893009
  nChanged 4
		SP:Iteration 56Q (97330.940000 sec): 3 clusters
  Score: Raw -920457.971157 + Penalty 3028.621690 = -917429.349468
  nChanged 2
		SP:Iteration 57Q (97331.150000 sec): 3 clusters
  Score: Raw -920458.192030 + Penalty 3028.621690 = -917429.570340
  nChanged 1
		SP:Iteration 58Q (97331.400000 sec): 3 clusters
  Score: Raw -920458.283877 + Penalty 3028.621690 = -917429.662188
  nChanged 0
		SP:Iteration 59F (97331.600000 sec): 3 clusters
  Score: Raw -920458.283877 + Penalty 3028.621690 = -917429.662188
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 62 (38184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97331.920000 sec): 2 clusters
  Score: Raw -3576654.840966 + Penalty 1714.402927 = -3574940.438039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97332.320000 sec): 3 clusters
  Score: Raw -3552722.881305 + Penalty 3428.805854 = -3549294.075451
  nChanged 17559
		SP:Iteration 1F (97332.780000 sec): 3 clusters
  Score: Raw -3562474.151054 + Penalty 3428.805854 = -3559045.345200
  nChanged 1394
		SP:Iteration 2Q (97333.250000 sec): 3 clusters
  Score: Raw -3562824.580340 + Penalty 3428.805854 = -3559395.774486
  nChanged 1316
		SP:Iteration 3Q (97333.660000 sec): 3 clusters
  Score: Raw -3563150.051645 + Penalty 3428.805854 = -3559721.245791
  nChanged 1268
		SP:Iteration 4Q (97334.120000 sec): 3 clusters
  Score: Raw -3563527.482690 + Penalty 3428.805854 = -3560098.676836
  nChanged 1421
		SP:Iteration 5Q (97334.570000 sec): 3 clusters
  Score: Raw -3564067.960576 + Penalty 3428.805854 = -3560639.154722
  nChanged 1733
		SP:Iteration 6Q (97335.080000 sec): 3 clusters
  Score: Raw -3564904.198689 + Penalty 3428.805854 = -3561475.392835
  nChanged 2141
		SP:Iteration 7F (97335.440000 sec): 3 clusters
  Score: Raw -3566205.571866 + Penalty 3428.805854 = -3562776.766012
  nChanged 2424
		SP:Iteration 8F (97335.900000 sec): 3 clusters
  Score: Raw -3568039.111098 + Penalty 3428.805854 = -3564610.305244
  nChanged 2540
		SP:Iteration 9F (97336.340000 sec): 3 clusters
  Score: Raw -3570297.662181 + Penalty 3428.805854 = -3566868.856327
  nChanged 2146
		SP:Iteration 10F (97336.750000 sec): 3 clusters
  Score: Raw -3572311.008018 + Penalty 3428.805854 = -3568882.202164
  nChanged 1622
		SP:Iteration 11Q (97337.170000 sec): 3 clusters
  Score: Raw -3573781.616421 + Penalty 3428.805854 = -3570352.810567
  nChanged 1086
		SP:Iteration 12Q (97337.600000 sec): 3 clusters
  Score: Raw -3574687.487541 + Penalty 3428.805854 = -3571258.681687
  nChanged 749
		SP:Iteration 13Q (97337.990000 sec): 3 clusters
  Score: Raw -3575275.468488 + Penalty 3428.805854 = -3571846.662634
  nChanged 568
		SP:Iteration 14Q (97338.410000 sec): 3 clusters
  Score: Raw -3575689.601594 + Penalty 3428.805854 = -3572260.795740
  nChanged 435
		SP:Iteration 15Q (97338.780000 sec): 3 clusters
  Score: Raw -3575999.826791 + Penalty 3428.805854 = -3572571.020936
  nChanged 311
		SP:Iteration 16Q (97339.160000 sec): 3 clusters
  Score: Raw -3576204.489956 + Penalty 3428.805854 = -3572775.684102
  nChanged 226
		SP:Iteration 17Q (97339.600000 sec): 3 clusters
  Score: Raw -3576337.747495 + Penalty 3428.805854 = -3572908.941641
  nChanged 180
		SP:Iteration 18Q (97339.990000 sec): 3 clusters
  Score: Raw -3576437.788331 + Penalty 3428.805854 = -3573008.982477
  nChanged 140
		SP:Iteration 19Q (97340.410000 sec): 3 clusters
  Score: Raw -3576518.223140 + Penalty 3428.805854 = -3573089.417286
  nChanged 116
		SP:Iteration 20F (97340.840000 sec): 3 clusters
  Score: Raw -3576584.863005 + Penalty 3428.805854 = -3573156.057151
  nChanged 102
		SP:Iteration 21Q (97341.240000 sec): 3 clusters
  Score: Raw -3576643.870610 + Penalty 3428.805854 = -3573215.064756
  nChanged 77
		SP:Iteration 22Q (97341.620000 sec): 3 clusters
  Score: Raw -3576682.204176 + Penalty 3428.805854 = -3573253.398322
  nChanged 54
		SP:Iteration 23Q (97342.020000 sec): 3 clusters
  Score: Raw -3576703.213566 + Penalty 3428.805854 = -3573274.407712
  nChanged 34
		SP:Iteration 24Q (97342.450000 sec): 3 clusters
  Score: Raw -3576717.343189 + Penalty 3428.805854 = -3573288.537335
  nChanged 35
		SP:Iteration 25Q (97342.860000 sec): 3 clusters
  Score: Raw -3576732.330267 + Penalty 3428.805854 = -3573303.524413
  nChanged 35
		SP:Iteration 26Q (97343.240000 sec): 3 clusters
  Score: Raw -3576752.799052 + Penalty 3428.805854 = -3573323.993198
  nChanged 35
		SP:Iteration 27Q (97343.620000 sec): 3 clusters
  Score: Raw -3576774.328467 + Penalty 3428.805854 = -3573345.522612
  nChanged 28
		SP:Iteration 28Q (97344.020000 sec): 3 clusters
  Score: Raw -3576790.516169 + Penalty 3428.805854 = -3573361.710315
  nChanged 33
		SP:Iteration 29Q (97344.370000 sec): 3 clusters
  Score: Raw -3576809.976277 + Penalty 3428.805854 = -3573381.170423
  nChanged 18
		SP:Iteration 30Q (97344.720000 sec): 3 clusters
  Score: Raw -3576819.240402 + Penalty 3428.805854 = -3573390.434548
  nChanged 19
		SP:Iteration 31Q (97345.140000 sec): 3 clusters
  Score: Raw -3576828.027055 + Penalty 3428.805854 = -3573399.221201
  nChanged 20
		SP:Iteration 32Q (97345.570000 sec): 3 clusters
  Score: Raw -3576839.770047 + Penalty 3428.805854 = -3573410.964193
  nChanged 18
		SP:Iteration 33Q (97345.990000 sec): 3 clusters
  Score: Raw -3576849.176427 + Penalty 3428.805854 = -3573420.370573
  nChanged 15
		SP:Iteration 34Q (97346.370000 sec): 3 clusters
  Score: Raw -3576855.981902 + Penalty 3428.805854 = -3573427.176048
  nChanged 14
		SP:Iteration 35Q (97346.740000 sec): 3 clusters
  Score: Raw -3576864.159797 + Penalty 3428.805854 = -3573435.353943
  nChanged 13
		SP:Iteration 36Q (97347.160000 sec): 3 clusters
  Score: Raw -3576871.531910 + Penalty 3428.805854 = -3573442.726056
  nChanged 11
		SP:Iteration 37Q (97347.580000 sec): 3 clusters
  Score: Raw -3576877.873616 + Penalty 3428.805854 = -3573449.067762
  nChanged 11
		SP:Iteration 38Q (97348.000000 sec): 3 clusters
  Score: Raw -3576884.042980 + Penalty 3428.805854 = -3573455.237126
  nChanged 7
		SP:Iteration 39Q (97348.420000 sec): 3 clusters
  Score: Raw -3576888.427222 + Penalty 3428.805854 = -3573459.621368
  nChanged 9
		SP:Iteration 40F (97348.840000 sec): 3 clusters
  Score: Raw -3576893.341256 + Penalty 3428.805854 = -3573464.535402
  nChanged 5
		SP:Iteration 41Q (97349.260000 sec): 3 clusters
  Score: Raw -3576896.409575 + Penalty 3428.805854 = -3573467.603721
  nChanged 8
		SP:Iteration 42Q (97349.610000 sec): 3 clusters
  Score: Raw -3576900.715911 + Penalty 3428.805854 = -3573471.910057
  nChanged 4
		SP:Iteration 43Q (97349.960000 sec): 3 clusters
  Score: Raw -3576902.934407 + Penalty 3428.805854 = -3573474.128552
  nChanged 5
		SP:Iteration 44Q (97350.370000 sec): 3 clusters
  Score: Raw -3576905.853294 + Penalty 3428.805854 = -3573477.047440
  nChanged 5
		SP:Iteration 45Q (97350.790000 sec): 3 clusters
  Score: Raw -3576909.439338 + Penalty 3428.805854 = -3573480.633484
  nChanged 6
		SP:Iteration 46Q (97351.180000 sec): 3 clusters
  Score: Raw -3576912.322865 + Penalty 3428.805854 = -3573483.517011
  nChanged 3
		SP:Iteration 47Q (97351.550000 sec): 3 clusters
  Score: Raw -3576913.573333 + Penalty 3428.805854 = -3573484.767479
  nChanged 2
		SP:Iteration 48Q (97351.960000 sec): 3 clusters
  Score: Raw -3576914.989534 + Penalty 3428.805854 = -3573486.183680
  nChanged 1
		SP:Iteration 49Q (97352.380000 sec): 3 clusters
  Score: Raw -3576915.581213 + Penalty 3428.805854 = -3573486.775359
  nChanged 2
		SP:Iteration 50Q (97352.800000 sec): 3 clusters
  Score: Raw -3576916.268024 + Penalty 3428.805854 = -3573487.462170
  nChanged 1
		SP:Iteration 51Q (97353.160000 sec): 3 clusters
  Score: Raw -3576916.682273 + Penalty 3428.805854 = -3573487.876419
  nChanged 0
		SP:Iteration 52F (97353.570000 sec): 3 clusters
  Score: Raw -3576916.682273 + Penalty 3428.805854 = -3573487.876419
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 63 (775 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97353.660000 sec): 2 clusters
  Score: Raw -60768.019166 + Penalty 1081.090242 = -59686.928924
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97353.830000 sec): 3 clusters
  Score: Raw -60588.719293 + Penalty 2162.180485 = -58426.538809
  nChanged 218
		SP:Iteration 1F (97354.000000 sec): 3 clusters
  Score: Raw -60851.367232 + Penalty 2162.180485 = -58689.186747
  nChanged 56
		SP:Iteration 2F (97354.180000 sec): 3 clusters
  Score: Raw -60952.146199 + Penalty 2162.180485 = -58789.965715
  nChanged 46
		SP:Iteration 3F (97354.360000 sec): 3 clusters
  Score: Raw -61028.831166 + Penalty 2162.180485 = -58866.650681
  nChanged 31
		SP:Iteration 4Q (97354.530000 sec): 3 clusters
  Score: Raw -61135.539131 + Penalty 2162.180485 = -58973.358647
  nChanged 43
		SP:Iteration 5F (97354.710000 sec): 3 clusters
  Score: Raw -61213.736807 + Penalty 2162.180485 = -59051.556322
  nChanged 40
		SP:Iteration 6F (97354.880000 sec): 3 clusters
  Score: Raw -61299.129609 + Penalty 2162.180485 = -59136.949125
  nChanged 25
		SP:Iteration 7Q (97355.060000 sec): 3 clusters
  Score: Raw -61342.514753 + Penalty 2162.180485 = -59180.334269
  nChanged 19
		SP:Iteration 8Q (97355.240000 sec): 3 clusters
  Score: Raw -61370.695372 + Penalty 2162.180485 = -59208.514887
  nChanged 10
		SP:Iteration 9Q (97355.410000 sec): 3 clusters
  Score: Raw -61388.989838 + Penalty 2162.180485 = -59226.809354
  nChanged 7
		SP:Iteration 10Q (97355.590000 sec): 3 clusters
  Score: Raw -61404.399348 + Penalty 2162.180485 = -59242.218863
  nChanged 8
		SP:Iteration 11Q (97355.760000 sec): 3 clusters
  Score: Raw -61421.064014 + Penalty 2162.180485 = -59258.883530
  nChanged 8
		SP:Iteration 12Q (97355.940000 sec): 3 clusters
  Score: Raw -61434.304720 + Penalty 2162.180485 = -59272.124235
  nChanged 6
		SP:Iteration 13Q (97356.120000 sec): 3 clusters
  Score: Raw -61446.163003 + Penalty 2162.180485 = -59283.982518
  nChanged 3
		SP:Iteration 14Q (97356.290000 sec): 3 clusters
  Score: Raw -61452.410914 + Penalty 2162.180485 = -59290.230429
  nChanged 2
		SP:Iteration 15Q (97356.470000 sec): 3 clusters
  Score: Raw -61455.403594 + Penalty 2162.180485 = -59293.223109
  nChanged 3
		SP:Iteration 16Q (97356.640000 sec): 3 clusters
  Score: Raw -61458.484568 + Penalty 2162.180485 = -59296.304084
  nChanged 3
		SP:Iteration 17Q (97356.820000 sec): 3 clusters
  Score: Raw -61467.823876 + Penalty 2162.180485 = -59305.643391
  nChanged 2
		SP:Iteration 18Q (97357.000000 sec): 3 clusters
  Score: Raw -61471.766856 + Penalty 2162.180485 = -59309.586371
  nChanged 2
		SP:Iteration 19Q (97357.170000 sec): 3 clusters
  Score: Raw -61478.077682 + Penalty 2162.180485 = -59315.897198
  nChanged 1
		SP:Iteration 20F (97357.350000 sec): 3 clusters
  Score: Raw -61479.549631 + Penalty 2162.180485 = -59317.369147
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 64 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97357.430000 sec): 2 clusters
  Score: Raw -36967.533101 + Penalty 986.494881 = -35981.038220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97357.610000 sec): 3 clusters
  Score: Raw -36933.536884 + Penalty 1972.989762 = -34960.547122
  nChanged 90
		SP:Iteration 1F (97357.780000 sec): 3 clusters
  Score: Raw -37058.666120 + Penalty 1972.989762 = -35085.676358
  nChanged 22
		SP:Iteration 2F (97357.960000 sec): 3 clusters
  Score: Raw -37107.187142 + Penalty 1972.989762 = -35134.197381
  nChanged 16
		SP:Iteration 3Q (97358.140000 sec): 3 clusters
  Score: Raw -37145.302900 + Penalty 1972.989762 = -35172.313139
  nChanged 11
		SP:Iteration 4Q (97358.310000 sec): 3 clusters
  Score: Raw -37175.659754 + Penalty 1972.989762 = -35202.669992
  nChanged 10
		SP:Iteration 5Q (97358.490000 sec): 3 clusters
  Score: Raw -37217.315895 + Penalty 1972.989762 = -35244.326134
  nChanged 10
		SP:Iteration 6Q (97358.660000 sec): 3 clusters
  Score: Raw -37236.306750 + Penalty 1972.989762 = -35263.316988
  nChanged 8
		SP:Iteration 7Q (97358.840000 sec): 3 clusters
  Score: Raw -37249.408021 + Penalty 1972.989762 = -35276.418260
  nChanged 3
		SP:Iteration 8Q (97359.010000 sec): 3 clusters
  Score: Raw -37255.320334 + Penalty 1972.989762 = -35282.330572
  nChanged 1
		SP:Iteration 9Q (97359.190000 sec): 3 clusters
  Score: Raw -37257.912669 + Penalty 1972.989762 = -35284.922907
  nChanged 0
		SP:Iteration 10F (97359.360000 sec): 3 clusters
  Score: Raw -37257.912669 + Penalty 1972.989762 = -35284.922907
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 65 (1544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97359.460000 sec): 2 clusters
  Score: Raw -128525.784877 + Penalty 1193.096406 = -127332.688471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97359.600000 sec): 3 clusters
  Score: Raw -127917.559993 + Penalty 2386.192812 = -125531.367181
  nChanged 496
		SP:Iteration 1F (97359.740000 sec): 3 clusters
  Score: Raw -128300.133829 + Penalty 2386.192812 = -125913.941016
  nChanged 108
		SP:Iteration 2F (97359.890000 sec): 3 clusters
  Score: Raw -128400.391990 + Penalty 2386.192812 = -126014.199177
  nChanged 75
		SP:Iteration 3Q (97360.030000 sec): 3 clusters
  Score: Raw -128454.272995 + Penalty 2386.192812 = -126068.080182
  nChanged 45
		SP:Iteration 4Q (97360.190000 sec): 3 clusters
  Score: Raw -128488.961728 + Penalty 2386.192812 = -126102.768916
  nChanged 35
		SP:Iteration 5Q (97360.350000 sec): 3 clusters
  Score: Raw -128514.364055 + Penalty 2386.192812 = -126128.171243
  nChanged 24
		SP:Iteration 6Q (97360.510000 sec): 3 clusters
  Score: Raw -128532.919992 + Penalty 2386.192812 = -126146.727180
  nChanged 19
		SP:Iteration 7Q (97360.670000 sec): 3 clusters
  Score: Raw -128543.844613 + Penalty 2386.192812 = -126157.651801
  nChanged 27
		SP:Iteration 8Q (97360.830000 sec): 3 clusters
  Score: Raw -128564.309954 + Penalty 2386.192812 = -126178.117141
  nChanged 32
		SP:Iteration 9Q (97360.990000 sec): 3 clusters
  Score: Raw -128588.798697 + Penalty 2386.192812 = -126202.605885
  nChanged 28
		SP:Iteration 10Q (97361.180000 sec): 3 clusters
  Score: Raw -128606.208271 + Penalty 2386.192812 = -126220.015459
  nChanged 17
		SP:Iteration 11Q (97361.340000 sec): 3 clusters
  Score: Raw -128618.090610 + Penalty 2386.192812 = -126231.897798
  nChanged 20
		SP:Iteration 12Q (97361.490000 sec): 3 clusters
  Score: Raw -128631.903916 + Penalty 2386.192812 = -126245.711104
  nChanged 19
		SP:Iteration 13Q (97361.600000 sec): 3 clusters
  Score: Raw -128648.946440 + Penalty 2386.192812 = -126262.753628
  nChanged 26
		SP:Iteration 14Q (97361.760000 sec): 3 clusters
  Score: Raw -128668.678224 + Penalty 2386.192812 = -126282.485412
  nChanged 24
		SP:Iteration 15Q (97361.920000 sec): 3 clusters
  Score: Raw -128683.918187 + Penalty 2386.192812 = -126297.725374
  nChanged 21
		SP:Iteration 16Q (97362.080000 sec): 3 clusters
  Score: Raw -128699.001359 + Penalty 2386.192812 = -126312.808547
  nChanged 21
		SP:Iteration 17Q (97362.240000 sec): 3 clusters
  Score: Raw -128716.031588 + Penalty 2386.192812 = -126329.838776
  nChanged 26
		SP:Iteration 18Q (97362.400000 sec): 3 clusters
  Score: Raw -128736.988846 + Penalty 2386.192812 = -126350.796033
  nChanged 20
		SP:Iteration 19Q (97362.560000 sec): 3 clusters
  Score: Raw -128755.246869 + Penalty 2386.192812 = -126369.054056
  nChanged 20
		SP:Iteration 20F (97362.740000 sec): 3 clusters
  Score: Raw -128772.179490 + Penalty 2386.192812 = -126385.986677
  nChanged 10
		SP:Iteration 21Q (97362.910000 sec): 3 clusters
  Score: Raw -128779.712985 + Penalty 2386.192812 = -126393.520173
  nChanged 11
		SP:Iteration 22Q (97363.090000 sec): 3 clusters
  Score: Raw -128785.903113 + Penalty 2386.192812 = -126399.710301
  nChanged 9
		SP:Iteration 23Q (97363.260000 sec): 3 clusters
  Score: Raw -128793.905650 + Penalty 2386.192812 = -126407.712837
  nChanged 11
		SP:Iteration 24Q (97363.440000 sec): 3 clusters
  Score: Raw -128801.704558 + Penalty 2386.192812 = -126415.511746
  nChanged 10
		SP:Iteration 25Q (97363.620000 sec): 3 clusters
  Score: Raw -128808.327220 + Penalty 2386.192812 = -126422.134407
  nChanged 6
		SP:Iteration 26Q (97363.790000 sec): 3 clusters
  Score: Raw -128812.390354 + Penalty 2386.192812 = -126426.197541
  nChanged 7
		SP:Iteration 27Q (97363.970000 sec): 3 clusters
  Score: Raw -128815.686029 + Penalty 2386.192812 = -126429.493216
  nChanged 3
		SP:Iteration 28Q (97364.140000 sec): 3 clusters
  Score: Raw -128816.904232 + Penalty 2386.192812 = -126430.711420
  nChanged 1
		SP:Iteration 29Q (97364.320000 sec): 3 clusters
  Score: Raw -128817.353711 + Penalty 2386.192812 = -126431.160898
  nChanged 0
		SP:Iteration 30F (97364.490000 sec): 3 clusters
  Score: Raw -128817.353711 + Penalty 2386.192812 = -126431.160898
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 66 (450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97364.570000 sec): 2 clusters
  Score: Raw -36746.869961 + Penalty 992.752732 = -35754.117229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97364.730000 sec): 3 clusters
  Score: Raw -36696.807122 + Penalty 1985.505464 = -34711.301658
  nChanged 89
		SP:Iteration 1F (97364.890000 sec): 3 clusters
  Score: Raw -36846.379594 + Penalty 1985.505464 = -34860.874130
  nChanged 23
		SP:Iteration 2F (97365.050000 sec): 3 clusters
  Score: Raw -36898.752958 + Penalty 1985.505464 = -34913.247493
  nChanged 16
		SP:Iteration 3Q (97365.210000 sec): 3 clusters
  Score: Raw -36933.826205 + Penalty 1985.505464 = -34948.320741
  nChanged 10
		SP:Iteration 4Q (97365.370000 sec): 3 clusters
  Score: Raw -36955.446514 + Penalty 1985.505464 = -34969.941050
  nChanged 5
		SP:Iteration 5Q (97365.530000 sec): 3 clusters
  Score: Raw -36964.145213 + Penalty 1985.505464 = -34978.639749
  nChanged 3
		SP:Iteration 6Q (97365.690000 sec): 3 clusters
  Score: Raw -36969.157695 + Penalty 1985.505464 = -34983.652231
  nChanged 3
		SP:Iteration 7Q (97365.850000 sec): 3 clusters
  Score: Raw -36972.724075 + Penalty 1985.505464 = -34987.218611
  nChanged 2
		SP:Iteration 8Q (97366.010000 sec): 3 clusters
  Score: Raw -36975.231278 + Penalty 1985.505464 = -34989.725814
  nChanged 1
		SP:Iteration 9Q (97366.170000 sec): 3 clusters
  Score: Raw -36976.280013 + Penalty 1985.505464 = -34990.774548
  nChanged 0
		SP:Iteration 10F (97366.330000 sec): 3 clusters
  Score: Raw -36976.280013 + Penalty 1985.505464 = -34990.774548
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 67 (2749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97366.440000 sec): 2 clusters
  Score: Raw -225208.804643 + Penalty 1286.836279 = -223921.968364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97366.590000 sec): 3 clusters
  Score: Raw -223927.997392 + Penalty 2573.672559 = -221354.324833
  nChanged 1041
		SP:Iteration 1F (97366.770000 sec): 3 clusters
  Score: Raw -224587.021105 + Penalty 2573.672559 = -222013.348547
  nChanged 209
		SP:Iteration 2F (97366.940000 sec): 3 clusters
  Score: Raw -224738.086087 + Penalty 2573.672559 = -222164.413528
  nChanged 159
		SP:Iteration 3F (97367.120000 sec): 3 clusters
  Score: Raw -224862.315556 + Penalty 2573.672559 = -222288.642998
  nChanged 130
		SP:Iteration 4Q (97367.300000 sec): 3 clusters
  Score: Raw -224955.919738 + Penalty 2573.672559 = -222382.247180
  nChanged 117
		SP:Iteration 5Q (97367.470000 sec): 3 clusters
  Score: Raw -225046.252172 + Penalty 2573.672559 = -222472.579613
  nChanged 108
		SP:Iteration 6Q (97367.650000 sec): 3 clusters
  Score: Raw -225132.907110 + Penalty 2573.672559 = -222559.234551
  nChanged 91
		SP:Iteration 7Q (97367.820000 sec): 3 clusters
  Score: Raw -225203.039826 + Penalty 2573.672559 = -222629.367267
  nChanged 84
		SP:Iteration 8Q (97368.000000 sec): 3 clusters
  Score: Raw -225263.775517 + Penalty 2573.672559 = -222690.102958
  nChanged 57
		SP:Iteration 9Q (97368.180000 sec): 3 clusters
  Score: Raw -225303.767004 + Penalty 2573.672559 = -222730.094446
  nChanged 52
		SP:Iteration 10Q (97368.350000 sec): 3 clusters
  Score: Raw -225347.982097 + Penalty 2573.672559 = -222774.309539
  nChanged 44
		SP:Iteration 11Q (97368.530000 sec): 3 clusters
  Score: Raw -225381.881695 + Penalty 2573.672559 = -222808.209137
  nChanged 34
		SP:Iteration 12Q (97368.700000 sec): 3 clusters
  Score: Raw -225416.457291 + Penalty 2573.672559 = -222842.784732
  nChanged 29
		SP:Iteration 13Q (97368.880000 sec): 3 clusters
  Score: Raw -225446.457259 + Penalty 2573.672559 = -222872.784700
  nChanged 26
		SP:Iteration 14Q (97369.060000 sec): 3 clusters
  Score: Raw -225474.465358 + Penalty 2573.672559 = -222900.792799
  nChanged 29
		SP:Iteration 15Q (97369.230000 sec): 3 clusters
  Score: Raw -225506.571292 + Penalty 2573.672559 = -222932.898734
  nChanged 29
		SP:Iteration 16Q (97369.450000 sec): 3 clusters
  Score: Raw -225532.004719 + Penalty 2573.672559 = -222958.332161
  nChanged 30
		SP:Iteration 17Q (97369.600000 sec): 3 clusters
  Score: Raw -225562.480561 + Penalty 2573.672559 = -222988.808002
  nChanged 24
		SP:Iteration 18Q (97369.740000 sec): 3 clusters
  Score: Raw -225586.281161 + Penalty 2573.672559 = -223012.608602
  nChanged 16
		SP:Iteration 19Q (97369.880000 sec): 3 clusters
  Score: Raw -225603.019052 + Penalty 2573.672559 = -223029.346493
  nChanged 19
		SP:Iteration 20F (97370.030000 sec): 3 clusters
  Score: Raw -225621.657385 + Penalty 2573.672559 = -223047.984826
  nChanged 13
		SP:Iteration 21Q (97370.170000 sec): 3 clusters
  Score: Raw -225630.286027 + Penalty 2573.672559 = -223056.613468
  nChanged 11
		SP:Iteration 22Q (97370.300000 sec): 3 clusters
  Score: Raw -225637.761597 + Penalty 2573.672559 = -223064.089038
  nChanged 10
		SP:Iteration 23Q (97370.440000 sec): 3 clusters
  Score: Raw -225643.916858 + Penalty 2573.672559 = -223070.244299
  nChanged 4
		SP:Iteration 24Q (97370.590000 sec): 3 clusters
  Score: Raw -225647.634122 + Penalty 2573.672559 = -223073.961563
  nChanged 10
		SP:Iteration 25Q (97370.730000 sec): 3 clusters
  Score: Raw -225656.208247 + Penalty 2573.672559 = -223082.535688
  nChanged 9
		SP:Iteration 26Q (97370.880000 sec): 3 clusters
  Score: Raw -225663.287743 + Penalty 2573.672559 = -223089.615184
  nChanged 14
		SP:Iteration 27Q (97371.040000 sec): 3 clusters
  Score: Raw -225676.515926 + Penalty 2573.672559 = -223102.843367
  nChanged 15
		SP:Iteration 28Q (97371.200000 sec): 3 clusters
  Score: Raw -225689.670644 + Penalty 2573.672559 = -223115.998085
  nChanged 13
		SP:Iteration 29Q (97371.360000 sec): 3 clusters
  Score: Raw -225704.816222 + Penalty 2573.672559 = -223131.143663
  nChanged 15
		SP:Iteration 30Q (97371.520000 sec): 3 clusters
  Score: Raw -225722.256916 + Penalty 2573.672559 = -223148.584358
  nChanged 15
		SP:Iteration 31Q (97371.680000 sec): 3 clusters
  Score: Raw -225735.953297 + Penalty 2573.672559 = -223162.280739
  nChanged 12
		SP:Iteration 32Q (97371.840000 sec): 3 clusters
  Score: Raw -225749.079815 + Penalty 2573.672559 = -223175.407256
  nChanged 9
		SP:Iteration 33Q (97372.010000 sec): 3 clusters
  Score: Raw -225761.267095 + Penalty 2573.672559 = -223187.594536
  nChanged 10
		SP:Iteration 34Q (97372.170000 sec): 3 clusters
  Score: Raw -225770.079212 + Penalty 2573.672559 = -223196.406653
  nChanged 7
		SP:Iteration 35Q (97372.330000 sec): 3 clusters
  Score: Raw -225777.686918 + Penalty 2573.672559 = -223204.014359
  nChanged 11
		SP:Iteration 36Q (97372.490000 sec): 3 clusters
  Score: Raw -225787.274868 + Penalty 2573.672559 = -223213.602309
  nChanged 11
		SP:Iteration 37Q (97372.640000 sec): 3 clusters
  Score: Raw -225795.053458 + Penalty 2573.672559 = -223221.380900
  nChanged 8
		SP:Iteration 38Q (97372.800000 sec): 3 clusters
  Score: Raw -225800.817510 + Penalty 2573.672559 = -223227.144951
  nChanged 8
		SP:Iteration 39Q (97372.960000 sec): 3 clusters
  Score: Raw -225809.937460 + Penalty 2573.672559 = -223236.264901
  nChanged 9
		SP:Iteration 40F (97373.120000 sec): 3 clusters
  Score: Raw -225816.164737 + Penalty 2573.672559 = -223242.492179
  nChanged 6
		SP:Iteration 41Q (97373.280000 sec): 3 clusters
  Score: Raw -225821.617719 + Penalty 2573.672559 = -223247.945161
  nChanged 4
		SP:Iteration 42Q (97373.440000 sec): 3 clusters
  Score: Raw -225824.109713 + Penalty 2573.672559 = -223250.437154
  nChanged 2
		SP:Iteration 43Q (97373.600000 sec): 3 clusters
  Score: Raw -225824.638941 + Penalty 2573.672559 = -223250.966382
  nChanged 2
		SP:Iteration 44Q (97373.760000 sec): 3 clusters
  Score: Raw -225825.376518 + Penalty 2573.672559 = -223251.703960
  nChanged 1
		SP:Iteration 45Q (97373.920000 sec): 3 clusters
  Score: Raw -225825.943464 + Penalty 2573.672559 = -223252.270905
  nChanged 1
		SP:Iteration 46Q (97374.120000 sec): 3 clusters
  Score: Raw -225826.461093 + Penalty 2573.672559 = -223252.788534
  nChanged 3
		SP:Iteration 47Q (97374.270000 sec): 3 clusters
  Score: Raw -225829.214572 + Penalty 2573.672559 = -223255.542013
  nChanged 1
		SP:Iteration 48Q (97374.410000 sec): 3 clusters
  Score: Raw -225829.542574 + Penalty 2573.672559 = -223255.870016
  nChanged 2
		SP:Iteration 49Q (97374.560000 sec): 3 clusters
  Score: Raw -225831.286881 + Penalty 2573.672559 = -223257.614323
  nChanged 3
		SP:Iteration 50Q (97374.660000 sec): 3 clusters
  Score: Raw -225833.998201 + Penalty 2573.672559 = -223260.325642
  nChanged 6
		SP:Iteration 51Q (97374.820000 sec): 3 clusters
  Score: Raw -225839.520849 + Penalty 2573.672559 = -223265.848290
  nChanged 5
		SP:Iteration 52Q (97374.980000 sec): 3 clusters
  Score: Raw -225843.251476 + Penalty 2573.672559 = -223269.578917
  nChanged 4
		SP:Iteration 53Q (97375.140000 sec): 3 clusters
  Score: Raw -225845.101117 + Penalty 2573.672559 = -223271.428558
  nChanged 3
		SP:Iteration 54Q (97375.300000 sec): 3 clusters
  Score: Raw -225849.692599 + Penalty 2573.672559 = -223276.020040
  nChanged 5
		SP:Iteration 55Q (97375.460000 sec): 3 clusters
  Score: Raw -225852.459436 + Penalty 2573.672559 = -223278.786877
  nChanged 3
		SP:Iteration 56Q (97375.620000 sec): 3 clusters
  Score: Raw -225853.666890 + Penalty 2573.672559 = -223279.994331
  nChanged 1
		SP:Iteration 57Q (97375.790000 sec): 3 clusters
  Score: Raw -225854.299576 + Penalty 2573.672559 = -223280.627018
  nChanged 1
		SP:Iteration 58Q (97375.960000 sec): 3 clusters
  Score: Raw -225855.166185 + Penalty 2573.672559 = -223281.493626
  nChanged 2
		SP:Iteration 59Q (97376.140000 sec): 3 clusters
  Score: Raw -225856.087749 + Penalty 2573.672559 = -223282.415190
  nChanged 1
		SP:Iteration 60F (97376.310000 sec): 3 clusters
  Score: Raw -225857.251739 + Penalty 2573.672559 = -223283.579180
  nChanged 1
		SP:Iteration 61Q (97376.490000 sec): 3 clusters
  Score: Raw -225857.932408 + Penalty 2573.672559 = -223284.259850
  nChanged 0
		SP:Iteration 62F (97376.670000 sec): 3 clusters
  Score: Raw -225857.932408 + Penalty 2573.672559 = -223284.259850
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 68 (7361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97376.790000 sec): 2 clusters
  Score: Raw -608980.497014 + Penalty 1446.892049 = -607533.604964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97376.980000 sec): 3 clusters
  Score: Raw -604976.288494 + Penalty 2893.784098 = -602082.504395
  nChanged 3194
		SP:Iteration 1F (97377.150000 sec): 3 clusters
  Score: Raw -607034.902660 + Penalty 2893.784098 = -604141.118562
  nChanged 659
		SP:Iteration 2F (97377.360000 sec): 3 clusters
  Score: Raw -607649.001546 + Penalty 2893.784098 = -604755.217448
  nChanged 626
		SP:Iteration 3F (97377.550000 sec): 3 clusters
  Score: Raw -608207.436193 + Penalty 2893.784098 = -605313.652095
  nChanged 535
		SP:Iteration 4F (97377.770000 sec): 3 clusters
  Score: Raw -608593.551348 + Penalty 2893.784098 = -605699.767250
  nChanged 401
		SP:Iteration 5F (97377.930000 sec): 3 clusters
  Score: Raw -608860.509511 + Penalty 2893.784098 = -605966.725413
  nChanged 307
		SP:Iteration 6Q (97378.100000 sec): 3 clusters
  Score: Raw -609044.019083 + Penalty 2893.784098 = -606150.234984
  nChanged 221
		SP:Iteration 7Q (97378.270000 sec): 3 clusters
  Score: Raw -609164.180736 + Penalty 2893.784098 = -606270.396637
  nChanged 166
		SP:Iteration 8Q (97378.460000 sec): 3 clusters
  Score: Raw -609255.632718 + Penalty 2893.784098 = -606361.848620
  nChanged 135
		SP:Iteration 9Q (97378.610000 sec): 3 clusters
  Score: Raw -609329.482961 + Penalty 2893.784098 = -606435.698862
  nChanged 127
		SP:Iteration 10Q (97378.760000 sec): 3 clusters
  Score: Raw -609395.701763 + Penalty 2893.784098 = -606501.917665
  nChanged 116
		SP:Iteration 11Q (97378.910000 sec): 3 clusters
  Score: Raw -609452.852130 + Penalty 2893.784098 = -606559.068032
  nChanged 92
		SP:Iteration 12Q (97379.070000 sec): 3 clusters
  Score: Raw -609498.045841 + Penalty 2893.784098 = -606604.261742
  nChanged 77
		SP:Iteration 13Q (97379.220000 sec): 3 clusters
  Score: Raw -609537.154975 + Penalty 2893.784098 = -606643.370877
  nChanged 60
		SP:Iteration 14Q (97379.370000 sec): 3 clusters
  Score: Raw -609564.472546 + Penalty 2893.784098 = -606670.688447
  nChanged 50
		SP:Iteration 15Q (97379.520000 sec): 3 clusters
  Score: Raw -609592.669874 + Penalty 2893.784098 = -606698.885775
  nChanged 57
		SP:Iteration 16Q (97379.730000 sec): 3 clusters
  Score: Raw -609626.794219 + Penalty 2893.784098 = -606733.010121
  nChanged 61
		SP:Iteration 17Q (97379.860000 sec): 3 clusters
  Score: Raw -609661.137538 + Penalty 2893.784098 = -606767.353439
  nChanged 55
		SP:Iteration 18Q (97380.040000 sec): 3 clusters
  Score: Raw -609693.541821 + Penalty 2893.784098 = -606799.757723
  nChanged 46
		SP:Iteration 19Q (97380.230000 sec): 3 clusters
  Score: Raw -609719.949720 + Penalty 2893.784098 = -606826.165622
  nChanged 51
		SP:Iteration 20F (97380.420000 sec): 3 clusters
  Score: Raw -609747.969006 + Penalty 2893.784098 = -606854.184907
  nChanged 40
		SP:Iteration 21Q (97380.600000 sec): 3 clusters
  Score: Raw -609773.632956 + Penalty 2893.784098 = -606879.848858
  nChanged 45
		SP:Iteration 22Q (97380.880000 sec): 3 clusters
  Score: Raw -609799.369545 + Penalty 2893.784098 = -606905.585447
  nChanged 45
		SP:Iteration 23Q (97381.020000 sec): 3 clusters
  Score: Raw -609830.058720 + Penalty 2893.784098 = -606936.274622
  nChanged 42
		SP:Iteration 24Q (97381.260000 sec): 3 clusters
  Score: Raw -609857.357077 + Penalty 2893.784098 = -606963.572978
  nChanged 33
		SP:Iteration 25Q (97381.410000 sec): 3 clusters
  Score: Raw -609876.841677 + Penalty 2893.784098 = -606983.057579
  nChanged 25
		SP:Iteration 26Q (97381.620000 sec): 3 clusters
  Score: Raw -609895.726070 + Penalty 2893.784098 = -607001.941972
  nChanged 20
		SP:Iteration 27Q (97381.740000 sec): 3 clusters
  Score: Raw -609911.015894 + Penalty 2893.784098 = -607017.231796
  nChanged 23
		SP:Iteration 28Q (97381.930000 sec): 3 clusters
  Score: Raw -609930.201301 + Penalty 2893.784098 = -607036.417203
  nChanged 27
		SP:Iteration 29Q (97382.110000 sec): 3 clusters
  Score: Raw -609948.935586 + Penalty 2893.784098 = -607055.151487
  nChanged 15
		SP:Iteration 30Q (97382.310000 sec): 3 clusters
  Score: Raw -609957.485754 + Penalty 2893.784098 = -607063.701655
  nChanged 12
		SP:Iteration 31Q (97382.500000 sec): 3 clusters
  Score: Raw -609965.287633 + Penalty 2893.784098 = -607071.503534
  nChanged 16
		SP:Iteration 32Q (97382.760000 sec): 3 clusters
  Score: Raw -609977.122508 + Penalty 2893.784098 = -607083.338409
  nChanged 16
		SP:Iteration 33Q (97382.900000 sec): 3 clusters
  Score: Raw -609990.307315 + Penalty 2893.784098 = -607096.523216
  nChanged 16
		SP:Iteration 34Q (97383.080000 sec): 3 clusters
  Score: Raw -610002.704294 + Penalty 2893.784098 = -607108.920196
  nChanged 17
		SP:Iteration 35Q (97383.270000 sec): 3 clusters
  Score: Raw -610011.723344 + Penalty 2893.784098 = -607117.939246
  nChanged 18
		SP:Iteration 36Q (97383.470000 sec): 3 clusters
  Score: Raw -610023.123316 + Penalty 2893.784098 = -607129.339217
  nChanged 13
		SP:Iteration 37Q (97383.620000 sec): 3 clusters
  Score: Raw -610033.392472 + Penalty 2893.784098 = -607139.608374
  nChanged 12
		SP:Iteration 38Q (97383.790000 sec): 3 clusters
  Score: Raw -610044.998092 + Penalty 2893.784098 = -607151.213994
  nChanged 21
		SP:Iteration 39Q (97384.010000 sec): 3 clusters
  Score: Raw -610063.068949 + Penalty 2893.784098 = -607169.284850
  nChanged 16
		SP:Iteration 40F (97384.140000 sec): 3 clusters
  Score: Raw -610074.759945 + Penalty 2893.784098 = -607180.975847
  nChanged 12
		SP:Iteration 41Q (97384.340000 sec): 3 clusters
  Score: Raw -610081.706937 + Penalty 2893.784098 = -607187.922839
  nChanged 11
		SP:Iteration 42Q (97384.530000 sec): 3 clusters
  Score: Raw -610092.703412 + Penalty 2893.784098 = -607198.919314
  nChanged 11
		SP:Iteration 43Q (97384.730000 sec): 3 clusters
  Score: Raw -610104.974568 + Penalty 2893.784098 = -607211.190470
  nChanged 10
		SP:Iteration 44Q (97384.920000 sec): 3 clusters
  Score: Raw -610122.777987 + Penalty 2893.784098 = -607228.993888
  nChanged 13
		SP:Iteration 45Q (97385.110000 sec): 3 clusters
  Score: Raw -610143.942159 + Penalty 2893.784098 = -607250.158061
  nChanged 13
		SP:Iteration 46Q (97385.330000 sec): 3 clusters
  Score: Raw -610158.976797 + Penalty 2893.784098 = -607265.192699
  nChanged 8
		SP:Iteration 47Q (97385.530000 sec): 3 clusters
  Score: Raw -610165.050388 + Penalty 2893.784098 = -607271.266290
  nChanged 8
		SP:Iteration 48Q (97385.740000 sec): 3 clusters
  Score: Raw -610172.100353 + Penalty 2893.784098 = -607278.316255
  nChanged 7
		SP:Iteration 49Q (97385.860000 sec): 3 clusters
  Score: Raw -610178.994656 + Penalty 2893.784098 = -607285.210558
  nChanged 3
		SP:Iteration 50Q (97386.040000 sec): 3 clusters
  Score: Raw -610183.526991 + Penalty 2893.784098 = -607289.742892
  nChanged 1
		SP:Iteration 51Q (97386.210000 sec): 3 clusters
  Score: Raw -610186.489447 + Penalty 2893.784098 = -607292.705348
  nChanged 4
		SP:Iteration 52Q (97386.410000 sec): 3 clusters
  Score: Raw -610191.843646 + Penalty 2893.784098 = -607298.059548
  nChanged 2
		SP:Iteration 53Q (97386.530000 sec): 3 clusters
  Score: Raw -610192.978558 + Penalty 2893.784098 = -607299.194459
  nChanged 1
		SP:Iteration 54Q (97386.700000 sec): 3 clusters
  Score: Raw -610193.276472 + Penalty 2893.784098 = -607299.492374
  nChanged 0
		SP:Iteration 55F (97386.890000 sec): 3 clusters
  Score: Raw -610193.276472 + Penalty 2893.784098 = -607299.492374
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 69 (2988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97386.990000 sec): 2 clusters
  Score: Raw -233030.683981 + Penalty 1300.383426 = -231730.300554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97387.150000 sec): 3 clusters
  Score: Raw -231629.233893 + Penalty 2600.766853 = -229028.467040
  nChanged 1154
		SP:Iteration 1F (97387.320000 sec): 3 clusters
  Score: Raw -232281.661626 + Penalty 2600.766853 = -229680.894773
  nChanged 216
		SP:Iteration 2F (97387.500000 sec): 3 clusters
  Score: Raw -232420.431134 + Penalty 2600.766853 = -229819.664281
  nChanged 168
		SP:Iteration 3F (97387.670000 sec): 3 clusters
  Score: Raw -232542.916465 + Penalty 2600.766853 = -229942.149612
  nChanged 131
		SP:Iteration 4Q (97387.850000 sec): 3 clusters
  Score: Raw -232625.580173 + Penalty 2600.766853 = -230024.813321
  nChanged 92
		SP:Iteration 5Q (97388.020000 sec): 3 clusters
  Score: Raw -232679.811684 + Penalty 2600.766853 = -230079.044832
  nChanged 85
		SP:Iteration 6Q (97388.200000 sec): 3 clusters
  Score: Raw -232729.478154 + Penalty 2600.766853 = -230128.711302
  nChanged 79
		SP:Iteration 7Q (97388.380000 sec): 3 clusters
  Score: Raw -232775.126248 + Penalty 2600.766853 = -230174.359395
  nChanged 64
		SP:Iteration 8Q (97388.550000 sec): 3 clusters
  Score: Raw -232815.230441 + Penalty 2600.766853 = -230214.463588
  nChanged 78
		SP:Iteration 9Q (97388.730000 sec): 3 clusters
  Score: Raw -232862.048413 + Penalty 2600.766853 = -230261.281561
  nChanged 52
		SP:Iteration 10Q (97388.900000 sec): 3 clusters
  Score: Raw -232886.346643 + Penalty 2600.766853 = -230285.579791
  nChanged 47
		SP:Iteration 11Q (97389.080000 sec): 3 clusters
  Score: Raw -232906.453213 + Penalty 2600.766853 = -230305.686361
  nChanged 38
		SP:Iteration 12Q (97389.260000 sec): 3 clusters
  Score: Raw -232924.237538 + Penalty 2600.766853 = -230323.470686
  nChanged 42
		SP:Iteration 13Q (97389.430000 sec): 3 clusters
  Score: Raw -232947.188141 + Penalty 2600.766853 = -230346.421288
  nChanged 35
		SP:Iteration 14Q (97389.610000 sec): 3 clusters
  Score: Raw -232964.760946 + Penalty 2600.766853 = -230363.994093
  nChanged 25
		SP:Iteration 15Q (97389.780000 sec): 3 clusters
  Score: Raw -232976.732037 + Penalty 2600.766853 = -230375.965185
  nChanged 34
		SP:Iteration 16Q (97389.960000 sec): 3 clusters
  Score: Raw -232992.155742 + Penalty 2600.766853 = -230391.388889
  nChanged 25
		SP:Iteration 17Q (97390.140000 sec): 3 clusters
  Score: Raw -233005.197428 + Penalty 2600.766853 = -230404.430575
  nChanged 21
		SP:Iteration 18Q (97390.310000 sec): 3 clusters
  Score: Raw -233018.521715 + Penalty 2600.766853 = -230417.754862
  nChanged 23
		SP:Iteration 19Q (97390.490000 sec): 3 clusters
  Score: Raw -233031.565881 + Penalty 2600.766853 = -230430.799029
  nChanged 27
		SP:Iteration 20F (97390.660000 sec): 3 clusters
  Score: Raw -233042.631603 + Penalty 2600.766853 = -230441.864750
  nChanged 26
		SP:Iteration 21Q (97390.840000 sec): 3 clusters
  Score: Raw -233057.119681 + Penalty 2600.766853 = -230456.352829
  nChanged 24
		SP:Iteration 22Q (97391.020000 sec): 3 clusters
  Score: Raw -233072.191171 + Penalty 2600.766853 = -230471.424318
  nChanged 28
		SP:Iteration 23Q (97391.190000 sec): 3 clusters
  Score: Raw -233088.209459 + Penalty 2600.766853 = -230487.442607
  nChanged 19
		SP:Iteration 24Q (97391.370000 sec): 3 clusters
  Score: Raw -233097.812071 + Penalty 2600.766853 = -230497.045218
  nChanged 21
		SP:Iteration 25Q (97391.540000 sec): 3 clusters
  Score: Raw -233109.577769 + Penalty 2600.766853 = -230508.810916
  nChanged 24
		SP:Iteration 26Q (97391.720000 sec): 3 clusters
  Score: Raw -233127.601915 + Penalty 2600.766853 = -230526.835062
  nChanged 20
		SP:Iteration 27Q (97391.900000 sec): 3 clusters
  Score: Raw -233141.938970 + Penalty 2600.766853 = -230541.172117
  nChanged 21
		SP:Iteration 28Q (97392.070000 sec): 3 clusters
  Score: Raw -233155.327338 + Penalty 2600.766853 = -230554.560485
  nChanged 17
		SP:Iteration 29Q (97392.250000 sec): 3 clusters
  Score: Raw -233168.715800 + Penalty 2600.766853 = -230567.948948
  nChanged 16
		SP:Iteration 30Q (97392.420000 sec): 3 clusters
  Score: Raw -233176.336167 + Penalty 2600.766853 = -230575.569314
  nChanged 16
		SP:Iteration 31Q (97392.600000 sec): 3 clusters
  Score: Raw -233189.118854 + Penalty 2600.766853 = -230588.352002
  nChanged 21
		SP:Iteration 32Q (97392.780000 sec): 3 clusters
  Score: Raw -233202.335810 + Penalty 2600.766853 = -230601.568957
  nChanged 14
		SP:Iteration 33Q (97392.950000 sec): 3 clusters
  Score: Raw -233218.545763 + Penalty 2600.766853 = -230617.778910
  nChanged 14
		SP:Iteration 34Q (97393.130000 sec): 3 clusters
  Score: Raw -233231.469152 + Penalty 2600.766853 = -230630.702299
  nChanged 13
		SP:Iteration 35Q (97393.300000 sec): 3 clusters
  Score: Raw -233238.120282 + Penalty 2600.766853 = -230637.353429
  nChanged 10
		SP:Iteration 36Q (97393.480000 sec): 3 clusters
  Score: Raw -233244.761646 + Penalty 2600.766853 = -230643.994794
  nChanged 14
		SP:Iteration 37Q (97393.660000 sec): 3 clusters
  Score: Raw -233255.979960 + Penalty 2600.766853 = -230655.213107
  nChanged 13
		SP:Iteration 38Q (97393.830000 sec): 3 clusters
  Score: Raw -233265.390294 + Penalty 2600.766853 = -230664.623441
  nChanged 13
		SP:Iteration 39Q (97394.000000 sec): 3 clusters
  Score: Raw -233277.254274 + Penalty 2600.766853 = -230676.487421
  nChanged 14
		SP:Iteration 40F (97394.180000 sec): 3 clusters
  Score: Raw -233285.933018 + Penalty 2600.766853 = -230685.166166
  nChanged 4
		SP:Iteration 41Q (97394.350000 sec): 3 clusters
  Score: Raw -233290.190033 + Penalty 2600.766853 = -230689.423181
  nChanged 8
		SP:Iteration 42Q (97394.520000 sec): 3 clusters
  Score: Raw -233294.906024 + Penalty 2600.766853 = -230694.139171
  nChanged 4
		SP:Iteration 43Q (97394.700000 sec): 3 clusters
  Score: Raw -233298.771497 + Penalty 2600.766853 = -230698.004644
  nChanged 3
		SP:Iteration 44Q (97394.870000 sec): 3 clusters
  Score: Raw -233300.277819 + Penalty 2600.766853 = -230699.510967
  nChanged 4
		SP:Iteration 45Q (97395.040000 sec): 3 clusters
  Score: Raw -233302.303399 + Penalty 2600.766853 = -230701.536546
  nChanged 1
		SP:Iteration 46Q (97395.220000 sec): 3 clusters
  Score: Raw -233302.415265 + Penalty 2600.766853 = -230701.648412
  nChanged 0
		SP:Iteration 47F (97395.390000 sec): 3 clusters
  Score: Raw -233302.415265 + Penalty 2600.766853 = -230701.648412
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 70 (7897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97395.570000 sec): 2 clusters
  Score: Raw -637303.342285 + Penalty 1458.313711 = -635845.028574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97395.740000 sec): 3 clusters
  Score: Raw -633052.050867 + Penalty 2916.627421 = -630135.423446
  nChanged 3290
		SP:Iteration 1F (97395.920000 sec): 3 clusters
  Score: Raw -634887.835816 + Penalty 2916.627421 = -631971.208395
  nChanged 582
		SP:Iteration 2F (97396.110000 sec): 3 clusters
  Score: Raw -635251.611447 + Penalty 2916.627421 = -632334.984026
  nChanged 562
		SP:Iteration 3F (97396.290000 sec): 3 clusters
  Score: Raw -635607.022645 + Penalty 2916.627421 = -632690.395223
  nChanged 519
		SP:Iteration 4F (97396.480000 sec): 3 clusters
  Score: Raw -635962.688916 + Penalty 2916.627421 = -633046.061495
  nChanged 478
		SP:Iteration 5F (97396.700000 sec): 3 clusters
  Score: Raw -636306.030028 + Penalty 2916.627421 = -633389.402607
  nChanged 434
		SP:Iteration 6F (97396.890000 sec): 3 clusters
  Score: Raw -636612.904472 + Penalty 2916.627421 = -633696.277051
  nChanged 360
		SP:Iteration 7Q (97397.140000 sec): 3 clusters
  Score: Raw -636845.794283 + Penalty 2916.627421 = -633929.166862
  nChanged 277
		SP:Iteration 8Q (97397.340000 sec): 3 clusters
  Score: Raw -637007.871811 + Penalty 2916.627421 = -634091.244390
  nChanged 219
		SP:Iteration 9Q (97397.530000 sec): 3 clusters
  Score: Raw -637127.396065 + Penalty 2916.627421 = -634210.768644
  nChanged 169
		SP:Iteration 10Q (97397.720000 sec): 3 clusters
  Score: Raw -637214.434324 + Penalty 2916.627421 = -634297.806903
  nChanged 136
		SP:Iteration 11Q (97397.910000 sec): 3 clusters
  Score: Raw -637283.925714 + Penalty 2916.627421 = -634367.298293
  nChanged 120
		SP:Iteration 12Q (97398.100000 sec): 3 clusters
  Score: Raw -637345.020214 + Penalty 2916.627421 = -634428.392793
  nChanged 104
		SP:Iteration 13Q (97398.290000 sec): 3 clusters
  Score: Raw -637398.497172 + Penalty 2916.627421 = -634481.869750
  nChanged 90
		SP:Iteration 14Q (97398.470000 sec): 3 clusters
  Score: Raw -637443.913535 + Penalty 2916.627421 = -634527.286114
  nChanged 73
		SP:Iteration 15Q (97398.650000 sec): 3 clusters
  Score: Raw -637481.280708 + Penalty 2916.627421 = -634564.653286
  nChanged 72
		SP:Iteration 16Q (97398.830000 sec): 3 clusters
  Score: Raw -637518.563042 + Penalty 2916.627421 = -634601.935621
  nChanged 59
		SP:Iteration 17Q (97399.020000 sec): 3 clusters
  Score: Raw -637543.271912 + Penalty 2916.627421 = -634626.644490
  nChanged 40
		SP:Iteration 18Q (97399.200000 sec): 3 clusters
  Score: Raw -637560.292239 + Penalty 2916.627421 = -634643.664818
  nChanged 37
		SP:Iteration 19Q (97399.380000 sec): 3 clusters
  Score: Raw -637576.936983 + Penalty 2916.627421 = -634660.309562
  nChanged 34
		SP:Iteration 20F (97399.560000 sec): 3 clusters
  Score: Raw -637591.028349 + Penalty 2916.627421 = -634674.400927
  nChanged 25
		SP:Iteration 21Q (97399.740000 sec): 3 clusters
  Score: Raw -637601.956445 + Penalty 2916.627421 = -634685.329024
  nChanged 30
		SP:Iteration 22Q (97399.920000 sec): 3 clusters
  Score: Raw -637616.763271 + Penalty 2916.627421 = -634700.135850
  nChanged 33
		SP:Iteration 23Q (97400.110000 sec): 3 clusters
  Score: Raw -637635.472924 + Penalty 2916.627421 = -634718.845503
  nChanged 29
		SP:Iteration 24Q (97400.290000 sec): 3 clusters
  Score: Raw -637656.980092 + Penalty 2916.627421 = -634740.352671
  nChanged 28
		SP:Iteration 25Q (97400.470000 sec): 3 clusters
  Score: Raw -637674.155775 + Penalty 2916.627421 = -634757.528354
  nChanged 23
		SP:Iteration 26Q (97400.660000 sec): 3 clusters
  Score: Raw -637685.506020 + Penalty 2916.627421 = -634768.878599
  nChanged 18
		SP:Iteration 27Q (97400.830000 sec): 3 clusters
  Score: Raw -637695.205711 + Penalty 2916.627421 = -634778.578289
  nChanged 19
		SP:Iteration 28Q (97401.010000 sec): 3 clusters
  Score: Raw -637707.218514 + Penalty 2916.627421 = -634790.591093
  nChanged 16
		SP:Iteration 29Q (97401.200000 sec): 3 clusters
  Score: Raw -637716.735305 + Penalty 2916.627421 = -634800.107884
  nChanged 16
		SP:Iteration 30Q (97401.380000 sec): 3 clusters
  Score: Raw -637723.788282 + Penalty 2916.627421 = -634807.160860
  nChanged 10
		SP:Iteration 31Q (97401.560000 sec): 3 clusters
  Score: Raw -637729.359185 + Penalty 2916.627421 = -634812.731764
  nChanged 5
		SP:Iteration 32Q (97401.740000 sec): 3 clusters
  Score: Raw -637730.629378 + Penalty 2916.627421 = -634814.001956
  nChanged 0
		SP:Iteration 33F (97401.960000 sec): 3 clusters
  Score: Raw -637730.629378 + Penalty 2916.627421 = -634814.001956
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 71 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97402.060000 sec): 2 clusters
  Score: Raw -22520.273555 + Penalty 896.586096 = -21623.687460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97402.240000 sec): 3 clusters
  Score: Raw -22555.085625 + Penalty 1793.172191 = -20761.913434
  nChanged 28
		SP:Iteration 1F (97402.410000 sec): 3 clusters
  Score: Raw -22608.863692 + Penalty 1793.172191 = -20815.691501
  nChanged 9
		SP:Iteration 2Q (97402.590000 sec): 3 clusters
  Score: Raw -22631.400024 + Penalty 1793.172191 = -20838.227833
  nChanged 5
		SP:Iteration 3Q (97402.760000 sec): 3 clusters
  Score: Raw -22649.139822 + Penalty 1793.172191 = -20855.967630
  nChanged 2
		SP:Iteration 4Q (97402.940000 sec): 3 clusters
  Score: Raw -22653.826664 + Penalty 1793.172191 = -20860.654473
  nChanged 2
		SP:Iteration 5Q (97403.120000 sec): 3 clusters
  Score: Raw -22661.744742 + Penalty 1793.172191 = -20868.572551
  nChanged 0
		SP:Iteration 6F (97403.290000 sec): 3 clusters
  Score: Raw -22661.744742 + Penalty 1793.172191 = -20868.572551
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 72 (2838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97403.380000 sec): 2 clusters
  Score: Raw -230433.321486 + Penalty 1292.013914 = -229141.307572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97403.560000 sec): 3 clusters
  Score: Raw -229090.212653 + Penalty 2584.027829 = -226506.184824
  nChanged 1080
		SP:Iteration 1F (97403.730000 sec): 3 clusters
  Score: Raw -229694.824772 + Penalty 2584.027829 = -227110.796943
  nChanged 204
		SP:Iteration 2F (97403.910000 sec): 3 clusters
  Score: Raw -229870.485122 + Penalty 2584.027829 = -227286.457293
  nChanged 164
		SP:Iteration 3F (97404.080000 sec): 3 clusters
  Score: Raw -230039.951064 + Penalty 2584.027829 = -227455.923235
  nChanged 171
		SP:Iteration 4F (97404.260000 sec): 3 clusters
  Score: Raw -230204.035105 + Penalty 2584.027829 = -227620.007276
  nChanged 186
		SP:Iteration 5F (97404.440000 sec): 3 clusters
  Score: Raw -230378.567282 + Penalty 2584.027829 = -227794.539453
  nChanged 168
		SP:Iteration 6F (97404.610000 sec): 3 clusters
  Score: Raw -230535.298868 + Penalty 2584.027829 = -227951.271040
  nChanged 146
		SP:Iteration 7F (97404.790000 sec): 3 clusters
  Score: Raw -230685.661844 + Penalty 2584.027829 = -228101.634015
  nChanged 143
		SP:Iteration 8F (97404.960000 sec): 3 clusters
  Score: Raw -230829.542615 + Penalty 2584.027829 = -228245.514786
  nChanged 135
		SP:Iteration 9Q (97405.140000 sec): 3 clusters
  Score: Raw -230944.381866 + Penalty 2584.027829 = -228360.354038
  nChanged 99
		SP:Iteration 10Q (97405.320000 sec): 3 clusters
  Score: Raw -231013.225360 + Penalty 2584.027829 = -228429.197531
  nChanged 73
		SP:Iteration 11Q (97405.490000 sec): 3 clusters
  Score: Raw -231057.188756 + Penalty 2584.027829 = -228473.160927
  nChanged 58
		SP:Iteration 12Q (97405.670000 sec): 3 clusters
  Score: Raw -231090.412061 + Penalty 2584.027829 = -228506.384232
  nChanged 45
		SP:Iteration 13Q (97405.840000 sec): 3 clusters
  Score: Raw -231120.974413 + Penalty 2584.027829 = -228536.946584
  nChanged 48
		SP:Iteration 14Q (97406.020000 sec): 3 clusters
  Score: Raw -231153.970207 + Penalty 2584.027829 = -228569.942379
  nChanged 40
		SP:Iteration 15Q (97406.190000 sec): 3 clusters
  Score: Raw -231175.410551 + Penalty 2584.027829 = -228591.382722
  nChanged 22
		SP:Iteration 16Q (97406.370000 sec): 3 clusters
  Score: Raw -231185.825356 + Penalty 2584.027829 = -228601.797527
  nChanged 23
		SP:Iteration 17Q (97406.540000 sec): 3 clusters
  Score: Raw -231198.656432 + Penalty 2584.027829 = -228614.628604
  nChanged 23
		SP:Iteration 18Q (97406.720000 sec): 3 clusters
  Score: Raw -231211.919491 + Penalty 2584.027829 = -228627.891663
  nChanged 23
		SP:Iteration 19Q (97406.900000 sec): 3 clusters
  Score: Raw -231223.358494 + Penalty 2584.027829 = -228639.330665
  nChanged 13
		SP:Iteration 20F (97407.070000 sec): 3 clusters
  Score: Raw -231228.966322 + Penalty 2584.027829 = -228644.938493
  nChanged 13
		SP:Iteration 21Q (97407.250000 sec): 3 clusters
  Score: Raw -231233.456058 + Penalty 2584.027829 = -228649.428229
  nChanged 5
		SP:Iteration 22Q (97407.420000 sec): 3 clusters
  Score: Raw -231235.170146 + Penalty 2584.027829 = -228651.142317
  nChanged 1
		SP:Iteration 23Q (97407.600000 sec): 3 clusters
  Score: Raw -231235.565654 + Penalty 2584.027829 = -228651.537825
  nChanged 1
		SP:Iteration 24Q (97407.780000 sec): 3 clusters
  Score: Raw -231236.033514 + Penalty 2584.027829 = -228652.005685
  nChanged 2
		SP:Iteration 25Q (97407.950000 sec): 3 clusters
  Score: Raw -231236.784869 + Penalty 2584.027829 = -228652.757040
  nChanged 2
		SP:Iteration 26Q (97408.120000 sec): 3 clusters
  Score: Raw -231238.308837 + Penalty 2584.027829 = -228654.281008
  nChanged 3
		SP:Iteration 27Q (97408.300000 sec): 3 clusters
  Score: Raw -231239.339640 + Penalty 2584.027829 = -228655.311812
  nChanged 1
		SP:Iteration 28Q (97408.470000 sec): 3 clusters
  Score: Raw -231239.722748 + Penalty 2584.027829 = -228655.694919
  nChanged 2
		SP:Iteration 29Q (97408.620000 sec): 3 clusters
  Score: Raw -231240.436032 + Penalty 2584.027829 = -228656.408203
  nChanged 1
		SP:Iteration 30Q (97408.780000 sec): 3 clusters
  Score: Raw -231240.848506 + Penalty 2584.027829 = -228656.820677
  nChanged 1
		SP:Iteration 31Q (97408.950000 sec): 3 clusters
  Score: Raw -231241.179083 + Penalty 2584.027829 = -228657.151254
  nChanged 1
		SP:Iteration 32Q (97409.120000 sec): 3 clusters
  Score: Raw -231241.500523 + Penalty 2584.027829 = -228657.472694
  nChanged 1
		SP:Iteration 33Q (97409.310000 sec): 3 clusters
  Score: Raw -231241.836406 + Penalty 2584.027829 = -228657.808577
  nChanged 1
		SP:Iteration 34Q (97409.470000 sec): 3 clusters
  Score: Raw -231242.546245 + Penalty 2584.027829 = -228658.518417
  nChanged 2
		SP:Iteration 35Q (97409.640000 sec): 3 clusters
  Score: Raw -231243.288890 + Penalty 2584.027829 = -228659.261061
  nChanged 2
		SP:Iteration 36Q (97409.820000 sec): 3 clusters
  Score: Raw -231244.040613 + Penalty 2584.027829 = -228660.012784
  nChanged 1
		SP:Iteration 37Q (97410.000000 sec): 3 clusters
  Score: Raw -231244.291308 + Penalty 2584.027829 = -228660.263479
  nChanged 0
		SP:Iteration 38F (97410.170000 sec): 3 clusters
  Score: Raw -231244.291308 + Penalty 2584.027829 = -228660.263479
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 73 (8014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97410.310000 sec): 2 clusters
  Score: Raw -671122.345618 + Penalty 1460.703610 = -669661.642009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97410.500000 sec): 3 clusters
  Score: Raw -666668.442457 + Penalty 2921.407220 = -663747.035237
  nChanged 3408
		SP:Iteration 1F (97410.700000 sec): 3 clusters
  Score: Raw -668770.154612 + Penalty 2921.407220 = -665848.747392
  nChanged 713
		SP:Iteration 2F (97410.900000 sec): 3 clusters
  Score: Raw -669405.596651 + Penalty 2921.407220 = -666484.189431
  nChanged 735
		SP:Iteration 3F (97411.080000 sec): 3 clusters
  Score: Raw -670085.648841 + Penalty 2921.407220 = -667164.241622
  nChanged 660
		SP:Iteration 4F (97411.280000 sec): 3 clusters
  Score: Raw -670677.075313 + Penalty 2921.407220 = -667755.668094
  nChanged 546
		SP:Iteration 5F (97411.480000 sec): 3 clusters
  Score: Raw -671131.781347 + Penalty 2921.407220 = -668210.374127
  nChanged 387
		SP:Iteration 6Q (97411.670000 sec): 3 clusters
  Score: Raw -671395.458224 + Penalty 2921.407220 = -668474.051004
  nChanged 250
		SP:Iteration 7Q (97411.870000 sec): 3 clusters
  Score: Raw -671524.476854 + Penalty 2921.407220 = -668603.069635
  nChanged 168
		SP:Iteration 8Q (97412.060000 sec): 3 clusters
  Score: Raw -671595.406124 + Penalty 2921.407220 = -668673.998904
  nChanged 94
		SP:Iteration 9Q (97412.290000 sec): 3 clusters
  Score: Raw -671633.383905 + Penalty 2921.407220 = -668711.976686
  nChanged 75
		SP:Iteration 10Q (97412.490000 sec): 3 clusters
  Score: Raw -671660.697704 + Penalty 2921.407220 = -668739.290485
  nChanged 51
		SP:Iteration 11Q (97412.690000 sec): 3 clusters
  Score: Raw -671676.651580 + Penalty 2921.407220 = -668755.244360
  nChanged 38
		SP:Iteration 12Q (97412.870000 sec): 3 clusters
  Score: Raw -671690.597913 + Penalty 2921.407220 = -668769.190693
  nChanged 41
		SP:Iteration 13Q (97413.090000 sec): 3 clusters
  Score: Raw -671708.262422 + Penalty 2921.407220 = -668786.855203
  nChanged 43
		SP:Iteration 14Q (97413.280000 sec): 3 clusters
  Score: Raw -671723.742252 + Penalty 2921.407220 = -668802.335032
  nChanged 30
		SP:Iteration 15Q (97413.460000 sec): 3 clusters
  Score: Raw -671736.394553 + Penalty 2921.407220 = -668814.987334
  nChanged 28
		SP:Iteration 16Q (97413.640000 sec): 3 clusters
  Score: Raw -671749.649520 + Penalty 2921.407220 = -668828.242300
  nChanged 36
		SP:Iteration 17Q (97413.830000 sec): 3 clusters
  Score: Raw -671766.808814 + Penalty 2921.407220 = -668845.401594
  nChanged 34
		SP:Iteration 18Q (97414.010000 sec): 3 clusters
  Score: Raw -671784.577208 + Penalty 2921.407220 = -668863.169989
  nChanged 42
		SP:Iteration 19Q (97414.190000 sec): 3 clusters
  Score: Raw -671812.797888 + Penalty 2921.407220 = -668891.390668
  nChanged 47
		SP:Iteration 20F (97414.370000 sec): 3 clusters
  Score: Raw -671840.902160 + Penalty 2921.407220 = -668919.494940
  nChanged 49
		SP:Iteration 21Q (97414.550000 sec): 3 clusters
  Score: Raw -671865.807657 + Penalty 2921.407220 = -668944.400437
  nChanged 41
		SP:Iteration 22Q (97414.770000 sec): 3 clusters
  Score: Raw -671883.387562 + Penalty 2921.407220 = -668961.980343
  nChanged 28
		SP:Iteration 23Q (97414.960000 sec): 3 clusters
  Score: Raw -671891.895079 + Penalty 2921.407220 = -668970.487859
  nChanged 22
		SP:Iteration 24Q (97415.110000 sec): 3 clusters
  Score: Raw -671900.017991 + Penalty 2921.407220 = -668978.610771
  nChanged 24
		SP:Iteration 25Q (97415.290000 sec): 3 clusters
  Score: Raw -671908.124510 + Penalty 2921.407220 = -668986.717291
  nChanged 17
		SP:Iteration 26Q (97415.470000 sec): 3 clusters
  Score: Raw -671913.579093 + Penalty 2921.407220 = -668992.171874
  nChanged 14
		SP:Iteration 27Q (97415.650000 sec): 3 clusters
  Score: Raw -671918.663692 + Penalty 2921.407220 = -668997.256473
  nChanged 5
		SP:Iteration 28Q (97415.830000 sec): 3 clusters
  Score: Raw -671920.442465 + Penalty 2921.407220 = -668999.035246
  nChanged 3
		SP:Iteration 29Q (97416.010000 sec): 3 clusters
  Score: Raw -671921.298023 + Penalty 2921.407220 = -668999.890804
  nChanged 7
		SP:Iteration 30Q (97416.190000 sec): 3 clusters
  Score: Raw -671924.325674 + Penalty 2921.407220 = -669002.918454
  nChanged 5
		SP:Iteration 31Q (97416.380000 sec): 3 clusters
  Score: Raw -671926.283979 + Penalty 2921.407220 = -669004.876759
  nChanged 5
		SP:Iteration 32Q (97416.590000 sec): 3 clusters
  Score: Raw -671927.646392 + Penalty 2921.407220 = -669006.239172
  nChanged 5
		SP:Iteration 33Q (97416.790000 sec): 3 clusters
  Score: Raw -671929.008430 + Penalty 2921.407220 = -669007.601210
  nChanged 5
		SP:Iteration 34Q (97417.030000 sec): 3 clusters
  Score: Raw -671930.547090 + Penalty 2921.407220 = -669009.139870
  nChanged 4
		SP:Iteration 35Q (97417.220000 sec): 3 clusters
  Score: Raw -671931.590745 + Penalty 2921.407220 = -669010.183525
  nChanged 7
		SP:Iteration 36Q (97417.400000 sec): 3 clusters
  Score: Raw -671932.704228 + Penalty 2921.407220 = -669011.297008
  nChanged 5
		SP:Iteration 37Q (97417.590000 sec): 3 clusters
  Score: Raw -671935.195481 + Penalty 2921.407220 = -669013.788261
  nChanged 9
		SP:Iteration 38Q (97417.770000 sec): 3 clusters
  Score: Raw -671938.002567 + Penalty 2921.407220 = -669016.595348
  nChanged 7
		SP:Iteration 39Q (97417.950000 sec): 3 clusters
  Score: Raw -671939.217517 + Penalty 2921.407220 = -669017.810297
  nChanged 2
		SP:Iteration 40F (97418.140000 sec): 3 clusters
  Score: Raw -671939.782857 + Penalty 2921.407220 = -669018.375638
  nChanged 3
		SP:Iteration 41Q (97418.320000 sec): 3 clusters
  Score: Raw -671940.301664 + Penalty 2921.407220 = -669018.894444
  nChanged 2
		SP:Iteration 42Q (97418.510000 sec): 3 clusters
  Score: Raw -671940.595320 + Penalty 2921.407220 = -669019.188100
  nChanged 0
		SP:Iteration 43F (97418.710000 sec): 3 clusters
  Score: Raw -671940.595320 + Penalty 2921.407220 = -669019.188100
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 74 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97418.770000 sec): 2 clusters
  Score: Raw -37802.525888 + Penalty 998.778504 = -36803.747384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97418.950000 sec): 3 clusters
  Score: Raw -37716.246511 + Penalty 1997.557009 = -35718.689502
  nChanged 99
		SP:Iteration 1F (97419.120000 sec): 3 clusters
  Score: Raw -37861.326265 + Penalty 1997.557009 = -35863.769256
  nChanged 38
		SP:Iteration 2F (97419.300000 sec): 3 clusters
  Score: Raw -37928.137033 + Penalty 1997.557009 = -35930.580024
  nChanged 12
		SP:Iteration 3Q (97419.470000 sec): 3 clusters
  Score: Raw -37954.665486 + Penalty 1997.557009 = -35957.108477
  nChanged 18
		SP:Iteration 4Q (97419.650000 sec): 3 clusters
  Score: Raw -37992.115806 + Penalty 1997.557009 = -35994.558797
  nChanged 7
		SP:Iteration 5Q (97419.830000 sec): 3 clusters
  Score: Raw -38006.507466 + Penalty 1997.557009 = -36008.950457
  nChanged 5
		SP:Iteration 6Q (97420.000000 sec): 3 clusters
  Score: Raw -38012.102369 + Penalty 1997.557009 = -36014.545360
  nChanged 4
		SP:Iteration 7Q (97420.180000 sec): 3 clusters
  Score: Raw -38016.642183 + Penalty 1997.557009 = -36019.085175
  nChanged 1
		SP:Iteration 8Q (97420.350000 sec): 3 clusters
  Score: Raw -38017.677026 + Penalty 1997.557009 = -36020.120017
  nChanged 1
		SP:Iteration 9Q (97420.530000 sec): 3 clusters
  Score: Raw -38019.036085 + Penalty 1997.557009 = -36021.479076
  nChanged 1
		SP:Iteration 10Q (97420.700000 sec): 3 clusters
  Score: Raw -38019.917217 + Penalty 1997.557009 = -36022.360208
  nChanged 1
		SP:Iteration 11Q (97420.880000 sec): 3 clusters
  Score: Raw -38021.627972 + Penalty 1997.557009 = -36024.070963
  nChanged 0
		SP:Iteration 12F (97421.050000 sec): 3 clusters
  Score: Raw -38021.627972 + Penalty 1997.557009 = -36024.070963
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 75 (921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97421.140000 sec): 2 clusters
  Score: Raw -77158.401394 + Penalty 1109.137256 = -76049.264138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97421.320000 sec): 3 clusters
  Score: Raw -76891.367581 + Penalty 2218.274512 = -74673.093070
  nChanged 262
		SP:Iteration 1F (97421.490000 sec): 3 clusters
  Score: Raw -77117.040875 + Penalty 2218.274512 = -74898.766363
  nChanged 65
		SP:Iteration 2F (97421.670000 sec): 3 clusters
  Score: Raw -77195.877194 + Penalty 2218.274512 = -74977.602682
  nChanged 50
		SP:Iteration 3F (97421.850000 sec): 3 clusters
  Score: Raw -77248.181593 + Penalty 2218.274512 = -75029.907081
  nChanged 32
		SP:Iteration 4Q (97422.020000 sec): 3 clusters
  Score: Raw -77282.769492 + Penalty 2218.274512 = -75064.494980
  nChanged 21
		SP:Iteration 5Q (97422.200000 sec): 3 clusters
  Score: Raw -77310.171891 + Penalty 2218.274512 = -75091.897379
  nChanged 17
		SP:Iteration 6Q (97422.370000 sec): 3 clusters
  Score: Raw -77335.808433 + Penalty 2218.274512 = -75117.533921
  nChanged 14
		SP:Iteration 7Q (97422.550000 sec): 3 clusters
  Score: Raw -77349.005044 + Penalty 2218.274512 = -75130.730532
  nChanged 11
		SP:Iteration 8Q (97422.730000 sec): 3 clusters
  Score: Raw -77362.710124 + Penalty 2218.274512 = -75144.435612
  nChanged 10
		SP:Iteration 9Q (97422.900000 sec): 3 clusters
  Score: Raw -77372.753027 + Penalty 2218.274512 = -75154.478515
  nChanged 13
		SP:Iteration 10Q (97423.080000 sec): 3 clusters
  Score: Raw -77393.915969 + Penalty 2218.274512 = -75175.641457
  nChanged 11
		SP:Iteration 11Q (97423.250000 sec): 3 clusters
  Score: Raw -77406.079312 + Penalty 2218.274512 = -75187.804801
  nChanged 12
		SP:Iteration 12Q (97423.440000 sec): 3 clusters
  Score: Raw -77420.738642 + Penalty 2218.274512 = -75202.464130
  nChanged 11
		SP:Iteration 13Q (97423.600000 sec): 3 clusters
  Score: Raw -77435.372368 + Penalty 2218.274512 = -75217.097856
  nChanged 4
		SP:Iteration 14Q (97423.780000 sec): 3 clusters
  Score: Raw -77438.560972 + Penalty 2218.274512 = -75220.286460
  nChanged 3
		SP:Iteration 15Q (97423.950000 sec): 3 clusters
  Score: Raw -77440.299362 + Penalty 2218.274512 = -75222.024850
  nChanged 1
		SP:Iteration 16Q (97424.130000 sec): 3 clusters
  Score: Raw -77441.284132 + Penalty 2218.274512 = -75223.009620
  nChanged 1
		SP:Iteration 17Q (97424.310000 sec): 3 clusters
  Score: Raw -77442.485965 + Penalty 2218.274512 = -75224.211454
  nChanged 1
		SP:Iteration 18Q (97424.480000 sec): 3 clusters
  Score: Raw -77443.064236 + Penalty 2218.274512 = -75224.789724
  nChanged 1
		SP:Iteration 19Q (97424.660000 sec): 3 clusters
  Score: Raw -77444.065626 + Penalty 2218.274512 = -75225.791114
  nChanged 1
		SP:Iteration 20F (97424.850000 sec): 3 clusters
  Score: Raw -77444.922965 + Penalty 2218.274512 = -75226.648454
  nChanged 1
		SP:Iteration 21Q (97425.010000 sec): 3 clusters
  Score: Raw -77447.790596 + Penalty 2218.274512 = -75229.516084
  nChanged 3
		SP:Iteration 22Q (97425.190000 sec): 3 clusters
  Score: Raw -77453.920163 + Penalty 2218.274512 = -75235.645651
  nChanged 4
		SP:Iteration 23Q (97425.360000 sec): 3 clusters
  Score: Raw -77456.029086 + Penalty 2218.274512 = -75237.754574
  nChanged 2
		SP:Iteration 24Q (97425.540000 sec): 3 clusters
  Score: Raw -77459.905255 + Penalty 2218.274512 = -75241.630743
  nChanged 5
		SP:Iteration 25Q (97425.710000 sec): 3 clusters
  Score: Raw -77468.175140 + Penalty 2218.274512 = -75249.900628
  nChanged 3
		SP:Iteration 26Q (97425.890000 sec): 3 clusters
  Score: Raw -77472.195776 + Penalty 2218.274512 = -75253.921264
  nChanged 5
		SP:Iteration 27Q (97426.070000 sec): 3 clusters
  Score: Raw -77479.047819 + Penalty 2218.274512 = -75260.773307
  nChanged 8
		SP:Iteration 28Q (97426.240000 sec): 3 clusters
  Score: Raw -77486.566264 + Penalty 2218.274512 = -75268.291752
  nChanged 6
		SP:Iteration 29Q (97426.420000 sec): 3 clusters
  Score: Raw -77494.089505 + Penalty 2218.274512 = -75275.814993
  nChanged 5
		SP:Iteration 30Q (97426.590000 sec): 3 clusters
  Score: Raw -77497.318059 + Penalty 2218.274512 = -75279.043547
  nChanged 5
		SP:Iteration 31Q (97426.700000 sec): 3 clusters
  Score: Raw -77501.624638 + Penalty 2218.274512 = -75283.350126
  nChanged 2
		SP:Iteration 32Q (97426.890000 sec): 3 clusters
  Score: Raw -77502.763484 + Penalty 2218.274512 = -75284.488972
  nChanged 3
		SP:Iteration 33Q (97427.050000 sec): 3 clusters
  Score: Raw -77506.958988 + Penalty 2218.274512 = -75288.684476
  nChanged 2
		SP:Iteration 34Q (97427.210000 sec): 3 clusters
  Score: Raw -77508.332092 + Penalty 2218.274512 = -75290.057580
  nChanged 2
		SP:Iteration 35Q (97427.370000 sec): 3 clusters
  Score: Raw -77511.445870 + Penalty 2218.274512 = -75293.171358
  nChanged 0
		SP:Iteration 36F (97427.530000 sec): 3 clusters
  Score: Raw -77511.445870 + Penalty 2218.274512 = -75293.171358
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 76 (204574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97428.570000 sec): 2 clusters
  Score: Raw -18357703.362144 + Penalty 1987.161320 = -18355716.200824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97430.050000 sec): 3 clusters
  Score: Raw -18221900.211360 + Penalty 3974.322640 = -18217925.888719
  nChanged 99343
		SP:Iteration 1F (97431.480000 sec): 3 clusters
  Score: Raw -18280346.604918 + Penalty 3974.322640 = -18276372.282278
  nChanged 4659
		SP:Iteration 2Q (97433.100000 sec): 3 clusters
  Score: Raw -18281124.865817 + Penalty 3974.322640 = -18277150.543177
  nChanged 4845
		SP:Iteration 3Q (97434.780000 sec): 3 clusters
  Score: Raw -18282098.081780 + Penalty 3974.322640 = -18278123.759139
  nChanged 5544
		SP:Iteration 4Q (97436.360000 sec): 3 clusters
  Score: Raw -18283484.655094 + Penalty 3974.322640 = -18279510.332454
  nChanged 6804
		SP:Iteration 5Q (97437.960000 sec): 3 clusters
  Score: Raw -18285759.350952 + Penalty 3974.322640 = -18281785.028312
  nChanged 9128
		SP:Iteration 6Q (97439.530000 sec): 3 clusters
  Score: Raw -18289919.115444 + Penalty 3974.322640 = -18285944.792804
  nChanged 12606
		SP:Iteration 7F (97440.940000 sec): 3 clusters
  Score: Raw -18297790.539978 + Penalty 3974.322640 = -18293816.217338
  nChanged 16531
		SP:Iteration 8F (97442.390000 sec): 3 clusters
  Score: Raw -18310975.489256 + Penalty 3974.322640 = -18307001.166615
  nChanged 18285
		SP:Iteration 9F (97443.860000 sec): 3 clusters
  Score: Raw -18328049.923479 + Penalty 3974.322640 = -18324075.600838
  nChanged 15656
		SP:Iteration 10F (97445.310000 sec): 3 clusters
  Score: Raw -18343560.758103 + Penalty 3974.322640 = -18339586.435462
  nChanged 9362
		SP:Iteration 11Q (97446.900000 sec): 3 clusters
  Score: Raw -18352682.705854 + Penalty 3974.322640 = -18348708.383213
  nChanged 3954
		SP:Iteration 12Q (97448.380000 sec): 3 clusters
  Score: Raw -18356324.598392 + Penalty 3974.322640 = -18352350.275752
  nChanged 1234
		SP:Iteration 13Q (97449.860000 sec): 3 clusters
  Score: Raw -18357458.263566 + Penalty 3974.322640 = -18353483.940925
  nChanged 309
		SP:Iteration 14Q (97451.340000 sec): 3 clusters
  Score: Raw -18357758.589105 + Penalty 3974.322640 = -18353784.266465
  nChanged 80
		SP:Iteration 15Q (97452.900000 sec): 3 clusters
  Score: Raw -18357856.938873 + Penalty 3974.322640 = -18353882.616232
  nChanged 44
		SP:Iteration 16Q (97454.380000 sec): 3 clusters
  Score: Raw -18357916.892528 + Penalty 3974.322640 = -18353942.569888
  nChanged 25
		SP:Iteration 17Q (97455.880000 sec): 3 clusters
  Score: Raw -18357948.216307 + Penalty 3974.322640 = -18353973.893667
  nChanged 19
		SP:Iteration 18Q (97457.360000 sec): 3 clusters
  Score: Raw -18357970.940087 + Penalty 3974.322640 = -18353996.617447
  nChanged 9
		SP:Iteration 19Q (97458.860000 sec): 3 clusters
  Score: Raw -18357982.554340 + Penalty 3974.322640 = -18354008.231700
  nChanged 6
		SP:Iteration 20F (97460.320000 sec): 3 clusters
  Score: Raw -18357989.100829 + Penalty 3974.322640 = -18354014.778189
  nChanged 4
		SP:Iteration 21Q (97461.870000 sec): 3 clusters
  Score: Raw -18357993.307393 + Penalty 3974.322640 = -18354018.984753
  nChanged 3
		SP:Iteration 22Q (97463.410000 sec): 3 clusters
  Score: Raw -18357995.518773 + Penalty 3974.322640 = -18354021.196132
  nChanged 1
		SP:Iteration 23Q (97464.870000 sec): 3 clusters
  Score: Raw -18357996.310690 + Penalty 3974.322640 = -18354021.988050
  nChanged 0
		SP:Iteration 24F (97466.270000 sec): 3 clusters
  Score: Raw -18357996.310690 + Penalty 3974.322640 = -18354021.988050
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 77 (14429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97466.490000 sec): 2 clusters
  Score: Raw -1130750.491983 + Penalty 1556.261744 = -1129194.230239
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97466.730000 sec): 3 clusters
  Score: Raw -1122319.410921 + Penalty 3112.523489 = -1119206.887432
  nChanged 6458
		SP:Iteration 1F (97466.910000 sec): 3 clusters
  Score: Raw -1126057.029740 + Penalty 3112.523489 = -1122944.506252
  nChanged 910
		SP:Iteration 2F (97467.090000 sec): 3 clusters
  Score: Raw -1126467.690018 + Penalty 3112.523489 = -1123355.166530
  nChanged 799
		SP:Iteration 3F (97467.400000 sec): 3 clusters
  Score: Raw -1126843.931520 + Penalty 3112.523489 = -1123731.408031
  nChanged 762
		SP:Iteration 4F (97467.600000 sec): 3 clusters
  Score: Raw -1127252.806538 + Penalty 3112.523489 = -1124140.283049
  nChanged 738
		SP:Iteration 5F (97467.780000 sec): 3 clusters
  Score: Raw -1127699.077755 + Penalty 3112.523489 = -1124586.554266
  nChanged 726
		SP:Iteration 6F (97467.980000 sec): 3 clusters
  Score: Raw -1128158.540608 + Penalty 3112.523489 = -1125046.017119
  nChanged 697
		SP:Iteration 7Q (97468.250000 sec): 3 clusters
  Score: Raw -1128686.094888 + Penalty 3112.523489 = -1125573.571399
  nChanged 677
		SP:Iteration 8Q (97468.500000 sec): 3 clusters
  Score: Raw -1129203.927686 + Penalty 3112.523489 = -1126091.404198
  nChanged 528
		SP:Iteration 9Q (97468.780000 sec): 3 clusters
  Score: Raw -1129599.538338 + Penalty 3112.523489 = -1126487.014849
  nChanged 458
		SP:Iteration 10Q (97469.040000 sec): 3 clusters
  Score: Raw -1129913.437044 + Penalty 3112.523489 = -1126800.913556
  nChanged 382
		SP:Iteration 11Q (97469.250000 sec): 3 clusters
  Score: Raw -1130153.431960 + Penalty 3112.523489 = -1127040.908471
  nChanged 289
		SP:Iteration 12Q (97469.470000 sec): 3 clusters
  Score: Raw -1130294.972023 + Penalty 3112.523489 = -1127182.448535
  nChanged 189
		SP:Iteration 13Q (97469.760000 sec): 3 clusters
  Score: Raw -1130368.908509 + Penalty 3112.523489 = -1127256.385021
  nChanged 141
		SP:Iteration 14Q (97470.000000 sec): 3 clusters
  Score: Raw -1130427.984100 + Penalty 3112.523489 = -1127315.460612
  nChanged 145
		SP:Iteration 15Q (97470.290000 sec): 3 clusters
  Score: Raw -1130492.944222 + Penalty 3112.523489 = -1127380.420733
  nChanged 127
		SP:Iteration 16Q (97470.520000 sec): 3 clusters
  Score: Raw -1130542.782605 + Penalty 3112.523489 = -1127430.259117
  nChanged 113
		SP:Iteration 17Q (97470.800000 sec): 3 clusters
  Score: Raw -1130586.547160 + Penalty 3112.523489 = -1127474.023671
  nChanged 111
		SP:Iteration 18Q (97471.070000 sec): 3 clusters
  Score: Raw -1130631.659408 + Penalty 3112.523489 = -1127519.135919
  nChanged 94
		SP:Iteration 19Q (97471.380000 sec): 3 clusters
  Score: Raw -1130669.138149 + Penalty 3112.523489 = -1127556.614660
  nChanged 82
		SP:Iteration 20F (97471.570000 sec): 3 clusters
  Score: Raw -1130700.188432 + Penalty 3112.523489 = -1127587.664944
  nChanged 83
		SP:Iteration 21Q (97471.860000 sec): 3 clusters
  Score: Raw -1130726.883425 + Penalty 3112.523489 = -1127614.359937
  nChanged 80
		SP:Iteration 22Q (97472.080000 sec): 3 clusters
  Score: Raw -1130757.349821 + Penalty 3112.523489 = -1127644.826332
  nChanged 81
		SP:Iteration 23Q (97472.350000 sec): 3 clusters
  Score: Raw -1130785.748475 + Penalty 3112.523489 = -1127673.224986
  nChanged 66
		SP:Iteration 24Q (97472.640000 sec): 3 clusters
  Score: Raw -1130811.010090 + Penalty 3112.523489 = -1127698.486601
  nChanged 51
		SP:Iteration 25Q (97472.840000 sec): 3 clusters
  Score: Raw -1130826.632041 + Penalty 3112.523489 = -1127714.108552
  nChanged 44
		SP:Iteration 26Q (97473.100000 sec): 3 clusters
  Score: Raw -1130839.117858 + Penalty 3112.523489 = -1127726.594370
  nChanged 35
		SP:Iteration 27Q (97473.370000 sec): 3 clusters
  Score: Raw -1130850.573100 + Penalty 3112.523489 = -1127738.049612
  nChanged 33
		SP:Iteration 28Q (97473.640000 sec): 3 clusters
  Score: Raw -1130860.109646 + Penalty 3112.523489 = -1127747.586158
  nChanged 22
		SP:Iteration 29Q (97473.910000 sec): 3 clusters
  Score: Raw -1130866.207550 + Penalty 3112.523489 = -1127753.684061
  nChanged 19
		SP:Iteration 30Q (97474.180000 sec): 3 clusters
  Score: Raw -1130872.188987 + Penalty 3112.523489 = -1127759.665499
  nChanged 19
		SP:Iteration 31Q (97474.440000 sec): 3 clusters
  Score: Raw -1130877.140966 + Penalty 3112.523489 = -1127764.617478
  nChanged 21
		SP:Iteration 32Q (97474.710000 sec): 3 clusters
  Score: Raw -1130882.364488 + Penalty 3112.523489 = -1127769.840999
  nChanged 12
		SP:Iteration 33Q (97474.980000 sec): 3 clusters
  Score: Raw -1130885.292238 + Penalty 3112.523489 = -1127772.768750
  nChanged 16
		SP:Iteration 34Q (97475.250000 sec): 3 clusters
  Score: Raw -1130888.477630 + Penalty 3112.523489 = -1127775.954142
  nChanged 13
		SP:Iteration 35Q (97475.520000 sec): 3 clusters
  Score: Raw -1130890.720523 + Penalty 3112.523489 = -1127778.197034
  nChanged 11
		SP:Iteration 36Q (97475.790000 sec): 3 clusters
  Score: Raw -1130893.131826 + Penalty 3112.523489 = -1127780.608337
  nChanged 14
		SP:Iteration 37Q (97476.090000 sec): 3 clusters
  Score: Raw -1130896.702259 + Penalty 3112.523489 = -1127784.178770
  nChanged 13
		SP:Iteration 38Q (97476.340000 sec): 3 clusters
  Score: Raw -1130899.465488 + Penalty 3112.523489 = -1127786.942000
  nChanged 11
		SP:Iteration 39Q (97476.600000 sec): 3 clusters
  Score: Raw -1130902.043606 + Penalty 3112.523489 = -1127789.520118
  nChanged 9
		SP:Iteration 40F (97476.790000 sec): 3 clusters
  Score: Raw -1130904.059045 + Penalty 3112.523489 = -1127791.535557
  nChanged 7
		SP:Iteration 41Q (97477.080000 sec): 3 clusters
  Score: Raw -1130905.593067 + Penalty 3112.523489 = -1127793.069579
  nChanged 7
		SP:Iteration 42Q (97477.320000 sec): 3 clusters
  Score: Raw -1130907.102806 + Penalty 3112.523489 = -1127794.579317
  nChanged 4
		SP:Iteration 43Q (97477.550000 sec): 3 clusters
  Score: Raw -1130908.256849 + Penalty 3112.523489 = -1127795.733361
  nChanged 6
		SP:Iteration 44Q (97477.840000 sec): 3 clusters
  Score: Raw -1130909.361025 + Penalty 3112.523489 = -1127796.837537
  nChanged 6
		SP:Iteration 45Q (97478.030000 sec): 3 clusters
  Score: Raw -1130910.480580 + Penalty 3112.523489 = -1127797.957091
  nChanged 4
		SP:Iteration 46Q (97478.300000 sec): 3 clusters
  Score: Raw -1130911.479948 + Penalty 3112.523489 = -1127798.956459
  nChanged 9
		SP:Iteration 47Q (97478.590000 sec): 3 clusters
  Score: Raw -1130914.270901 + Penalty 3112.523489 = -1127801.747412
  nChanged 9
		SP:Iteration 48Q (97478.830000 sec): 3 clusters
  Score: Raw -1130916.413744 + Penalty 3112.523489 = -1127803.890256
  nChanged 9
		SP:Iteration 49Q (97479.090000 sec): 3 clusters
  Score: Raw -1130918.521737 + Penalty 3112.523489 = -1127805.998248
  nChanged 12
		SP:Iteration 50Q (97479.350000 sec): 3 clusters
  Score: Raw -1130921.747795 + Penalty 3112.523489 = -1127809.224306
  nChanged 16
		SP:Iteration 51Q (97479.630000 sec): 3 clusters
  Score: Raw -1130924.705546 + Penalty 3112.523489 = -1127812.182057
  nChanged 10
		SP:Iteration 52Q (97479.900000 sec): 3 clusters
  Score: Raw -1130926.115529 + Penalty 3112.523489 = -1127813.592041
  nChanged 7
		SP:Iteration 53Q (97480.170000 sec): 3 clusters
  Score: Raw -1130927.561131 + Penalty 3112.523489 = -1127815.037643
  nChanged 8
		SP:Iteration 54Q (97480.440000 sec): 3 clusters
  Score: Raw -1130929.390118 + Penalty 3112.523489 = -1127816.866629
  nChanged 12
		SP:Iteration 55Q (97480.710000 sec): 3 clusters
  Score: Raw -1130933.340441 + Penalty 3112.523489 = -1127820.816952
  nChanged 18
		SP:Iteration 56Q (97480.980000 sec): 3 clusters
  Score: Raw -1130938.722082 + Penalty 3112.523489 = -1127826.198593
  nChanged 14
		SP:Iteration 57Q (97481.250000 sec): 3 clusters
  Score: Raw -1130943.184952 + Penalty 3112.523489 = -1127830.661463
  nChanged 16
		SP:Iteration 58Q (97481.490000 sec): 3 clusters
  Score: Raw -1130948.072647 + Penalty 3112.523489 = -1127835.549158
  nChanged 20
		SP:Iteration 59Q (97481.740000 sec): 3 clusters
  Score: Raw -1130955.298563 + Penalty 3112.523489 = -1127842.775074
  nChanged 25
		SP:Iteration 60F (97481.950000 sec): 3 clusters
  Score: Raw -1130963.118312 + Penalty 3112.523489 = -1127850.594824
  nChanged 15
		SP:Iteration 61Q (97482.210000 sec): 3 clusters
  Score: Raw -1130968.415268 + Penalty 3112.523489 = -1127855.891780
  nChanged 20
		SP:Iteration 62Q (97482.520000 sec): 3 clusters
  Score: Raw -1130973.436129 + Penalty 3112.523489 = -1127860.912640
  nChanged 10
		SP:Iteration 63Q (97482.710000 sec): 3 clusters
  Score: Raw -1130976.302735 + Penalty 3112.523489 = -1127863.779247
  nChanged 9
		SP:Iteration 64Q (97482.990000 sec): 3 clusters
  Score: Raw -1130978.065314 + Penalty 3112.523489 = -1127865.541825
  nChanged 11
		SP:Iteration 65Q (97483.270000 sec): 3 clusters
  Score: Raw -1130981.385724 + Penalty 3112.523489 = -1127868.862235
  nChanged 10
		SP:Iteration 66Q (97483.570000 sec): 3 clusters
  Score: Raw -1130985.290568 + Penalty 3112.523489 = -1127872.767079
  nChanged 15
		SP:Iteration 67Q (97483.760000 sec): 3 clusters
  Score: Raw -1130990.655233 + Penalty 3112.523489 = -1127878.131744
  nChanged 11
		SP:Iteration 68Q (97484.080000 sec): 3 clusters
  Score: Raw -1130995.956561 + Penalty 3112.523489 = -1127883.433072
  nChanged 16
		SP:Iteration 69Q (97484.270000 sec): 3 clusters
  Score: Raw -1131002.293365 + Penalty 3112.523489 = -1127889.769877
  nChanged 18
		SP:Iteration 70Q (97484.560000 sec): 3 clusters
  Score: Raw -1131009.463271 + Penalty 3112.523489 = -1127896.939782
  nChanged 16
		SP:Iteration 71Q (97484.750000 sec): 3 clusters
  Score: Raw -1131014.958515 + Penalty 3112.523489 = -1127902.435026
  nChanged 12
		SP:Iteration 72Q (97485.070000 sec): 3 clusters
  Score: Raw -1131020.151076 + Penalty 3112.523489 = -1127907.627587
  nChanged 11
		SP:Iteration 73Q (97485.250000 sec): 3 clusters
  Score: Raw -1131023.566307 + Penalty 3112.523489 = -1127911.042818
  nChanged 8
		SP:Iteration 74Q (97485.540000 sec): 3 clusters
  Score: Raw -1131025.620881 + Penalty 3112.523489 = -1127913.097392
  nChanged 6
		SP:Iteration 75Q (97485.790000 sec): 3 clusters
  Score: Raw -1131028.454293 + Penalty 3112.523489 = -1127915.930804
  nChanged 7
		SP:Iteration 76Q (97486.020000 sec): 3 clusters
  Score: Raw -1131031.171666 + Penalty 3112.523489 = -1127918.648177
  nChanged 7
		SP:Iteration 77Q (97486.290000 sec): 3 clusters
  Score: Raw -1131033.438754 + Penalty 3112.523489 = -1127920.915266
  nChanged 3
		SP:Iteration 78Q (97486.560000 sec): 3 clusters
  Score: Raw -1131034.042013 + Penalty 3112.523489 = -1127921.518524
  nChanged 7
		SP:Iteration 79Q (97486.830000 sec): 3 clusters
  Score: Raw -1131037.016111 + Penalty 3112.523489 = -1127924.492623
  nChanged 8
		SP:Iteration 80F (97487.060000 sec): 3 clusters
  Score: Raw -1131040.085548 + Penalty 3112.523489 = -1127927.562060
  nChanged 8
		SP:Iteration 81Q (97487.330000 sec): 3 clusters
  Score: Raw -1131042.816038 + Penalty 3112.523489 = -1127930.292549
  nChanged 11
		SP:Iteration 82Q (97487.610000 sec): 3 clusters
  Score: Raw -1131048.093589 + Penalty 3112.523489 = -1127935.570101
  nChanged 10
		SP:Iteration 83Q (97487.880000 sec): 3 clusters
  Score: Raw -1131052.790520 + Penalty 3112.523489 = -1127940.267032
  nChanged 10
		SP:Iteration 84Q (97488.150000 sec): 3 clusters
  Score: Raw -1131056.949882 + Penalty 3112.523489 = -1127944.426393
  nChanged 18
		SP:Iteration 85Q (97488.420000 sec): 3 clusters
  Score: Raw -1131063.463655 + Penalty 3112.523489 = -1127950.940167
  nChanged 16
		SP:Iteration 86Q (97488.670000 sec): 3 clusters
  Score: Raw -1131071.390417 + Penalty 3112.523489 = -1127958.866929
  nChanged 15
		SP:Iteration 87Q (97488.940000 sec): 3 clusters
  Score: Raw -1131077.721834 + Penalty 3112.523489 = -1127965.198346
  nChanged 10
		SP:Iteration 88Q (97489.210000 sec): 3 clusters
  Score: Raw -1131081.152497 + Penalty 3112.523489 = -1127968.629009
  nChanged 9
		SP:Iteration 89Q (97489.480000 sec): 3 clusters
  Score: Raw -1131083.242043 + Penalty 3112.523489 = -1127970.718554
  nChanged 7
		SP:Iteration 90Q (97489.750000 sec): 3 clusters
  Score: Raw -1131085.673990 + Penalty 3112.523489 = -1127973.150502
  nChanged 6
		SP:Iteration 91Q (97490.000000 sec): 3 clusters
  Score: Raw -1131088.576626 + Penalty 3112.523489 = -1127976.053138
  nChanged 9
		SP:Iteration 92Q (97490.250000 sec): 3 clusters
  Score: Raw -1131090.686604 + Penalty 3112.523489 = -1127978.163116
  nChanged 8
		SP:Iteration 93Q (97490.510000 sec): 3 clusters
  Score: Raw -1131093.500400 + Penalty 3112.523489 = -1127980.976911
  nChanged 8
		SP:Iteration 94Q (97490.790000 sec): 3 clusters
  Score: Raw -1131096.805150 + Penalty 3112.523489 = -1127984.281662
  nChanged 11
		SP:Iteration 95Q (97491.070000 sec): 3 clusters
  Score: Raw -1131100.704581 + Penalty 3112.523489 = -1127988.181093
  nChanged 11
		SP:Iteration 96Q (97491.260000 sec): 3 clusters
  Score: Raw -1131104.315573 + Penalty 3112.523489 = -1127991.792085
  nChanged 12
		SP:Iteration 97Q (97491.570000 sec): 3 clusters
  Score: Raw -1131108.631027 + Penalty 3112.523489 = -1127996.107538
  nChanged 13
		SP:Iteration 98Q (97491.760000 sec): 3 clusters
  Score: Raw -1131115.951727 + Penalty 3112.523489 = -1128003.428238
  nChanged 16
		SP:Iteration 99Q (97492.070000 sec): 3 clusters
  Score: Raw -1131123.425035 + Penalty 3112.523489 = -1128010.901547
  nChanged 16
		SP:Iteration 100F (97492.270000 sec): 3 clusters
  Score: Raw -1131129.799945 + Penalty 3112.523489 = -1128017.276457
  nChanged 17
		SP:Iteration 101Q (97492.540000 sec): 3 clusters
  Score: Raw -1131136.521143 + Penalty 3112.523489 = -1128023.997655
  nChanged 9
		SP:Iteration 102Q (97492.830000 sec): 3 clusters
  Score: Raw -1131140.145383 + Penalty 3112.523489 = -1128027.621895
  nChanged 10
		SP:Iteration 103Q (97493.050000 sec): 3 clusters
  Score: Raw -1131143.915385 + Penalty 3112.523489 = -1128031.391896
  nChanged 8
		SP:Iteration 104Q (97493.280000 sec): 3 clusters
  Score: Raw -1131146.308295 + Penalty 3112.523489 = -1128033.784806
  nChanged 4
		SP:Iteration 105Q (97493.550000 sec): 3 clusters
  Score: Raw -1131147.583921 + Penalty 3112.523489 = -1128035.060432
  nChanged 4
		SP:Iteration 106Q (97493.800000 sec): 3 clusters
  Score: Raw -1131148.723744 + Penalty 3112.523489 = -1128036.200255
  nChanged 4
		SP:Iteration 107Q (97494.100000 sec): 3 clusters
  Score: Raw -1131149.769116 + Penalty 3112.523489 = -1128037.245628
  nChanged 1
		SP:Iteration 108Q (97494.350000 sec): 3 clusters
  Score: Raw -1131150.006244 + Penalty 3112.523489 = -1128037.482756
  nChanged 1
		SP:Iteration 109Q (97494.590000 sec): 3 clusters
  Score: Raw -1131150.499997 + Penalty 3112.523489 = -1128037.976508
  nChanged 3
		SP:Iteration 110Q (97494.880000 sec): 3 clusters
  Score: Raw -1131151.796171 + Penalty 3112.523489 = -1128039.272682
  nChanged 5
		SP:Iteration 111Q (97495.090000 sec): 3 clusters
  Score: Raw -1131153.404553 + Penalty 3112.523489 = -1128040.881064
  nChanged 1
		SP:Iteration 112Q (97495.310000 sec): 3 clusters
  Score: Raw -1131153.904380 + Penalty 3112.523489 = -1128041.380891
  nChanged 0
		SP:Iteration 113F (97495.530000 sec): 3 clusters
  Score: Raw -1131153.904380 + Penalty 3112.523489 = -1128041.380891
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 78 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97495.630000 sec): 2 clusters
  Score: Raw -48463.147335 + Penalty 1040.849624 = -47422.297711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97495.770000 sec): 3 clusters
  Score: Raw -48322.165757 + Penalty 2081.699249 = -46240.466509
  nChanged 158
		SP:Iteration 1F (97495.940000 sec): 3 clusters
  Score: Raw -48556.771016 + Penalty 2081.699249 = -46475.071767
  nChanged 50
		SP:Iteration 2F (97496.120000 sec): 3 clusters
  Score: Raw -48648.692006 + Penalty 2081.699249 = -46566.992757
  nChanged 25
		SP:Iteration 3Q (97496.290000 sec): 3 clusters
  Score: Raw -48694.325487 + Penalty 2081.699249 = -46612.626238
  nChanged 13
		SP:Iteration 4Q (97496.470000 sec): 3 clusters
  Score: Raw -48713.398256 + Penalty 2081.699249 = -46631.699007
  nChanged 13
		SP:Iteration 5Q (97496.650000 sec): 3 clusters
  Score: Raw -48730.391209 + Penalty 2081.699249 = -46648.691960
  nChanged 9
		SP:Iteration 6Q (97496.820000 sec): 3 clusters
  Score: Raw -48745.754730 + Penalty 2081.699249 = -46664.055481
  nChanged 5
		SP:Iteration 7Q (97497.000000 sec): 3 clusters
  Score: Raw -48753.138079 + Penalty 2081.699249 = -46671.438831
  nChanged 4
		SP:Iteration 8Q (97497.170000 sec): 3 clusters
  Score: Raw -48757.147716 + Penalty 2081.699249 = -46675.448467
  nChanged 4
		SP:Iteration 9Q (97497.350000 sec): 3 clusters
  Score: Raw -48763.061387 + Penalty 2081.699249 = -46681.362138
  nChanged 7
		SP:Iteration 10Q (97497.530000 sec): 3 clusters
  Score: Raw -48776.428478 + Penalty 2081.699249 = -46694.729229
  nChanged 4
		SP:Iteration 11Q (97497.700000 sec): 3 clusters
  Score: Raw -48783.994642 + Penalty 2081.699249 = -46702.295393
  nChanged 3
		SP:Iteration 12Q (97497.880000 sec): 3 clusters
  Score: Raw -48793.042957 + Penalty 2081.699249 = -46711.343708
  nChanged 4
		SP:Iteration 13Q (97498.050000 sec): 3 clusters
  Score: Raw -48802.782404 + Penalty 2081.699249 = -46721.083156
  nChanged 4
		SP:Iteration 14Q (97498.230000 sec): 3 clusters
  Score: Raw -48812.881093 + Penalty 2081.699249 = -46731.181844
  nChanged 4
		SP:Iteration 15Q (97498.410000 sec): 3 clusters
  Score: Raw -48824.258214 + Penalty 2081.699249 = -46742.558965
  nChanged 7
		SP:Iteration 16Q (97498.580000 sec): 3 clusters
  Score: Raw -48837.553831 + Penalty 2081.699249 = -46755.854582
  nChanged 3
		SP:Iteration 17Q (97498.750000 sec): 3 clusters
  Score: Raw -48843.117694 + Penalty 2081.699249 = -46761.418445
  nChanged 2
		SP:Iteration 18Q (97498.930000 sec): 3 clusters
  Score: Raw -48844.869919 + Penalty 2081.699249 = -46763.170670
  nChanged 4
		SP:Iteration 19Q (97499.110000 sec): 3 clusters
  Score: Raw -48853.679051 + Penalty 2081.699249 = -46771.979802
  nChanged 6
		SP:Iteration 20F (97499.280000 sec): 3 clusters
  Score: Raw -48863.558440 + Penalty 2081.699249 = -46781.859191
  nChanged 2
		SP:Iteration 21Q (97499.460000 sec): 3 clusters
  Score: Raw -48868.375701 + Penalty 2081.699249 = -46786.676453
  nChanged 0
		SP:Iteration 22F (97499.630000 sec): 3 clusters
  Score: Raw -48868.375701 + Penalty 2081.699249 = -46786.676453
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 79 (1760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97499.710000 sec): 2 clusters
  Score: Raw -123753.635756 + Penalty 1214.373727 = -122539.262029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97499.880000 sec): 3 clusters
  Score: Raw -123040.288585 + Penalty 2428.747454 = -120611.541131
  nChanged 599
		SP:Iteration 1F (97500.060000 sec): 3 clusters
  Score: Raw -123479.647367 + Penalty 2428.747454 = -121050.899913
  nChanged 151
		SP:Iteration 2F (97500.230000 sec): 3 clusters
  Score: Raw -123635.668467 + Penalty 2428.747454 = -121206.921014
  nChanged 126
		SP:Iteration 3F (97500.410000 sec): 3 clusters
  Score: Raw -123794.382472 + Penalty 2428.747454 = -121365.635019
  nChanged 117
		SP:Iteration 4F (97500.580000 sec): 3 clusters
  Score: Raw -123932.041519 + Penalty 2428.747454 = -121503.294066
  nChanged 83
		SP:Iteration 5Q (97500.760000 sec): 3 clusters
  Score: Raw -124035.039167 + Penalty 2428.747454 = -121606.291714
  nChanged 66
		SP:Iteration 6Q (97500.930000 sec): 3 clusters
  Score: Raw -124117.953936 + Penalty 2428.747454 = -121689.206482
  nChanged 63
		SP:Iteration 7Q (97501.110000 sec): 3 clusters
  Score: Raw -124197.042065 + Penalty 2428.747454 = -121768.294612
  nChanged 58
		SP:Iteration 8Q (97501.290000 sec): 3 clusters
  Score: Raw -124254.175052 + Penalty 2428.747454 = -121825.427598
  nChanged 36
		SP:Iteration 9Q (97501.460000 sec): 3 clusters
  Score: Raw -124283.682178 + Penalty 2428.747454 = -121854.934724
  nChanged 19
		SP:Iteration 10Q (97501.650000 sec): 3 clusters
  Score: Raw -124295.919733 + Penalty 2428.747454 = -121867.172280
  nChanged 14
		SP:Iteration 11Q (97501.810000 sec): 3 clusters
  Score: Raw -124306.418257 + Penalty 2428.747454 = -121877.670804
  nChanged 11
		SP:Iteration 12Q (97501.990000 sec): 3 clusters
  Score: Raw -124312.175564 + Penalty 2428.747454 = -121883.428110
  nChanged 8
		SP:Iteration 13Q (97502.170000 sec): 3 clusters
  Score: Raw -124317.774777 + Penalty 2428.747454 = -121889.027324
  nChanged 8
		SP:Iteration 14Q (97502.340000 sec): 3 clusters
  Score: Raw -124324.960606 + Penalty 2428.747454 = -121896.213153
  nChanged 8
		SP:Iteration 15Q (97502.520000 sec): 3 clusters
  Score: Raw -124330.793132 + Penalty 2428.747454 = -121902.045678
  nChanged 6
		SP:Iteration 16Q (97502.700000 sec): 3 clusters
  Score: Raw -124334.603946 + Penalty 2428.747454 = -121905.856492
  nChanged 4
		SP:Iteration 17Q (97502.870000 sec): 3 clusters
  Score: Raw -124337.728782 + Penalty 2428.747454 = -121908.981328
  nChanged 5
		SP:Iteration 18Q (97503.050000 sec): 3 clusters
  Score: Raw -124341.335491 + Penalty 2428.747454 = -121912.588037
  nChanged 5
		SP:Iteration 19Q (97503.220000 sec): 3 clusters
  Score: Raw -124344.910094 + Penalty 2428.747454 = -121916.162640
  nChanged 4
		SP:Iteration 20F (97503.390000 sec): 3 clusters
  Score: Raw -124346.507560 + Penalty 2428.747454 = -121917.760107
  nChanged 3
		SP:Iteration 21Q (97503.550000 sec): 3 clusters
  Score: Raw -124348.991246 + Penalty 2428.747454 = -121920.243793
  nChanged 1
		SP:Iteration 22Q (97503.710000 sec): 3 clusters
  Score: Raw -124349.567683 + Penalty 2428.747454 = -121920.820229
  nChanged 2
		SP:Iteration 23Q (97503.870000 sec): 3 clusters
  Score: Raw -124350.176788 + Penalty 2428.747454 = -121921.429334
  nChanged 2
		SP:Iteration 24Q (97504.030000 sec): 3 clusters
  Score: Raw -124351.049855 + Penalty 2428.747454 = -121922.302402
  nChanged 2
		SP:Iteration 25Q (97504.190000 sec): 3 clusters
  Score: Raw -124352.431168 + Penalty 2428.747454 = -121923.683715
  nChanged 2
		SP:Iteration 26Q (97504.350000 sec): 3 clusters
  Score: Raw -124353.581458 + Penalty 2428.747454 = -121924.834005
  nChanged 2
		SP:Iteration 27Q (97504.530000 sec): 3 clusters
  Score: Raw -124354.673847 + Penalty 2428.747454 = -121925.926393
  nChanged 4
		SP:Iteration 28Q (97504.710000 sec): 3 clusters
  Score: Raw -124357.536893 + Penalty 2428.747454 = -121928.789440
  nChanged 6
		SP:Iteration 29Q (97504.880000 sec): 3 clusters
  Score: Raw -124362.346100 + Penalty 2428.747454 = -121933.598646
  nChanged 8
		SP:Iteration 30Q (97505.060000 sec): 3 clusters
  Score: Raw -124366.345148 + Penalty 2428.747454 = -121937.597695
  nChanged 8
		SP:Iteration 31Q (97505.230000 sec): 3 clusters
  Score: Raw -124373.310900 + Penalty 2428.747454 = -121944.563446
  nChanged 7
		SP:Iteration 32Q (97505.410000 sec): 3 clusters
  Score: Raw -124376.838735 + Penalty 2428.747454 = -121948.091281
  nChanged 3
		SP:Iteration 33Q (97505.590000 sec): 3 clusters
  Score: Raw -124378.621399 + Penalty 2428.747454 = -121949.873945
  nChanged 4
		SP:Iteration 34Q (97505.760000 sec): 3 clusters
  Score: Raw -124380.602040 + Penalty 2428.747454 = -121951.854586
  nChanged 1
		SP:Iteration 35Q (97505.940000 sec): 3 clusters
  Score: Raw -124382.111819 + Penalty 2428.747454 = -121953.364365
  nChanged 1
		SP:Iteration 36Q (97506.110000 sec): 3 clusters
  Score: Raw -124382.389977 + Penalty 2428.747454 = -121953.642523
  nChanged 0
		SP:Iteration 37F (97506.290000 sec): 3 clusters
  Score: Raw -124382.389977 + Penalty 2428.747454 = -121953.642523
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 80 (7521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97506.390000 sec): 2 clusters
  Score: Raw -647747.465311 + Penalty 1450.386338 = -646297.078974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97506.570000 sec): 3 clusters
  Score: Raw -643642.982959 + Penalty 2900.772676 = -640742.210283
  nChanged 3151
		SP:Iteration 1F (97506.760000 sec): 3 clusters
  Score: Raw -645540.675172 + Penalty 2900.772676 = -642639.902497
  nChanged 572
		SP:Iteration 2F (97506.980000 sec): 3 clusters
  Score: Raw -645926.004433 + Penalty 2900.772676 = -643025.231758
  nChanged 479
		SP:Iteration 3F (97507.160000 sec): 3 clusters
  Score: Raw -646267.645787 + Penalty 2900.772676 = -643366.873111
  nChanged 448
		SP:Iteration 4F (97507.330000 sec): 3 clusters
  Score: Raw -646571.386000 + Penalty 2900.772676 = -643670.613324
  nChanged 404
		SP:Iteration 5F (97507.520000 sec): 3 clusters
  Score: Raw -646814.185404 + Penalty 2900.772676 = -643913.412728
  nChanged 313
		SP:Iteration 6Q (97507.800000 sec): 3 clusters
  Score: Raw -647000.848182 + Penalty 2900.772676 = -644100.075506
  nChanged 249
		SP:Iteration 7Q (97507.950000 sec): 3 clusters
  Score: Raw -647150.901473 + Penalty 2900.772676 = -644250.128797
  nChanged 230
		SP:Iteration 8Q (97508.180000 sec): 3 clusters
  Score: Raw -647310.877233 + Penalty 2900.772676 = -644410.104558
  nChanged 227
		SP:Iteration 9Q (97508.360000 sec): 3 clusters
  Score: Raw -647490.970649 + Penalty 2900.772676 = -644590.197974
  nChanged 230
		SP:Iteration 10Q (97508.550000 sec): 3 clusters
  Score: Raw -647714.767627 + Penalty 2900.772676 = -644813.994951
  nChanged 183
		SP:Iteration 11Q (97508.730000 sec): 3 clusters
  Score: Raw -647886.594378 + Penalty 2900.772676 = -644985.821703
  nChanged 163
		SP:Iteration 12Q (97508.920000 sec): 3 clusters
  Score: Raw -648030.071630 + Penalty 2900.772676 = -645129.298955
  nChanged 136
		SP:Iteration 13Q (97509.160000 sec): 3 clusters
  Score: Raw -648138.397208 + Penalty 2900.772676 = -645237.624533
  nChanged 97
		SP:Iteration 14Q (97509.360000 sec): 3 clusters
  Score: Raw -648201.491137 + Penalty 2900.772676 = -645300.718461
  nChanged 72
		SP:Iteration 15Q (97509.550000 sec): 3 clusters
  Score: Raw -648249.573259 + Penalty 2900.772676 = -645348.800583
  nChanged 68
		SP:Iteration 16Q (97509.740000 sec): 3 clusters
  Score: Raw -648301.484497 + Penalty 2900.772676 = -645400.711821
  nChanged 71
		SP:Iteration 17Q (97509.940000 sec): 3 clusters
  Score: Raw -648361.822518 + Penalty 2900.772676 = -645461.049842
  nChanged 62
		SP:Iteration 18Q (97510.130000 sec): 3 clusters
  Score: Raw -648409.230418 + Penalty 2900.772676 = -645508.457742
  nChanged 36
		SP:Iteration 19Q (97510.320000 sec): 3 clusters
  Score: Raw -648431.684827 + Penalty 2900.772676 = -645530.912151
  nChanged 24
		SP:Iteration 20F (97510.510000 sec): 3 clusters
  Score: Raw -648443.007072 + Penalty 2900.772676 = -645542.234397
  nChanged 18
		SP:Iteration 21Q (97510.710000 sec): 3 clusters
  Score: Raw -648450.352371 + Penalty 2900.772676 = -645549.579695
  nChanged 16
		SP:Iteration 22Q (97510.890000 sec): 3 clusters
  Score: Raw -648457.412110 + Penalty 2900.772676 = -645556.639434
  nChanged 10
		SP:Iteration 23Q (97511.080000 sec): 3 clusters
  Score: Raw -648460.428541 + Penalty 2900.772676 = -645559.655865
  nChanged 6
		SP:Iteration 24Q (97511.260000 sec): 3 clusters
  Score: Raw -648463.244272 + Penalty 2900.772676 = -645562.471596
  nChanged 10
		SP:Iteration 25Q (97511.460000 sec): 3 clusters
  Score: Raw -648466.460660 + Penalty 2900.772676 = -645565.687985
  nChanged 10
		SP:Iteration 26Q (97511.650000 sec): 3 clusters
  Score: Raw -648468.919960 + Penalty 2900.772676 = -645568.147284
  nChanged 7
		SP:Iteration 27Q (97511.840000 sec): 3 clusters
  Score: Raw -648471.159011 + Penalty 2900.772676 = -645570.386335
  nChanged 6
		SP:Iteration 28Q (97512.040000 sec): 3 clusters
  Score: Raw -648473.897818 + Penalty 2900.772676 = -645573.125142
  nChanged 8
		SP:Iteration 29Q (97512.240000 sec): 3 clusters
  Score: Raw -648475.977652 + Penalty 2900.772676 = -645575.204976
  nChanged 5
		SP:Iteration 30Q (97512.430000 sec): 3 clusters
  Score: Raw -648478.264712 + Penalty 2900.772676 = -645577.492037
  nChanged 7
		SP:Iteration 31Q (97512.620000 sec): 3 clusters
  Score: Raw -648481.123003 + Penalty 2900.772676 = -645580.350327
  nChanged 5
		SP:Iteration 32Q (97512.820000 sec): 3 clusters
  Score: Raw -648482.505354 + Penalty 2900.772676 = -645581.732678
  nChanged 3
		SP:Iteration 33Q (97513.020000 sec): 3 clusters
  Score: Raw -648483.389937 + Penalty 2900.772676 = -645582.617262
  nChanged 1
		SP:Iteration 34Q (97513.210000 sec): 3 clusters
  Score: Raw -648483.786230 + Penalty 2900.772676 = -645583.013554
  nChanged 1
		SP:Iteration 35Q (97513.410000 sec): 3 clusters
  Score: Raw -648484.155657 + Penalty 2900.772676 = -645583.382981
  nChanged 1
		SP:Iteration 36Q (97513.600000 sec): 3 clusters
  Score: Raw -648484.376157 + Penalty 2900.772676 = -645583.603482
  nChanged 0
		SP:Iteration 37F (97513.800000 sec): 3 clusters
  Score: Raw -648484.376157 + Penalty 2900.772676 = -645583.603482
  nChanged 0
Iteration 539Q (97867.940000 sec): 81 clusters
  Score: Raw -122376221.618308 + Penalty 184673.645709 = -122191547.972599
  nChanged 27
Iteration 540F (98194.770000 sec): 81 clusters
  Score: Raw -122376222.059529 + Penalty 184673.645709 = -122191548.413820
  nChanged 32
Iteration 541Q (98490.550000 sec): 81 clusters
  Score: Raw -122376222.478758 + Penalty 184673.645709 = -122191548.833048
  nChanged 27
Iteration 542Q (98859.120000 sec): 81 clusters
  Score: Raw -122376222.710942 + Penalty 184673.645709 = -122191549.065233
  nChanged 26
Iteration 543Q (99143.920000 sec): 81 clusters
  Score: Raw -122376223.058187 + Penalty 184673.645709 = -122191549.412478
  nChanged 24
Iteration 544Q (99454.030000 sec): 81 clusters
  Score: Raw -122376223.281442 + Penalty 184673.645709 = -122191549.635733
  nChanged 22
Iteration 545Q (99753.170000 sec): 81 clusters
  Score: Raw -122376223.543626 + Penalty 184673.645709 = -122191549.897917
  nChanged 25
Iteration 546Q (100056.330000 sec): 81 clusters
  Score: Raw -122376223.828252 + Penalty 184673.645709 = -122191550.182543
  nChanged 26
Iteration 547Q (100359.440000 sec): 81 clusters
  Score: Raw -122376224.485639 + Penalty 184673.645709 = -122191550.839930
  nChanged 17
Iteration 548Q (100668.730000 sec): 81 clusters
  Score: Raw -122376225.069743 + Penalty 184673.645709 = -122191551.424034
  nChanged 18
Iteration 549Q (100971.630000 sec): 81 clusters
  Score: Raw -122376225.396899 + Penalty 184673.645709 = -122191551.751189
  nChanged 18
Iteration 550Q (101271.300000 sec): 81 clusters
  Score: Raw -122376225.575655 + Penalty 184673.645709 = -122191551.929946
  nChanged 11
Iteration 551Q (101570.100000 sec): 81 clusters
  Score: Raw -122376225.713132 + Penalty 184673.645709 = -122191552.067422
  nChanged 5
Iteration 552Q (101879.570000 sec): 81 clusters
  Score: Raw -122376225.759388 + Penalty 184673.645709 = -122191552.113679
  nChanged 6
Iteration 553Q (102190.820000 sec): 81 clusters
  Score: Raw -122376225.809710 + Penalty 184673.645709 = -122191552.164001
  nChanged 8
Iteration 554Q (102500.860000 sec): 81 clusters
  Score: Raw -122376225.884368 + Penalty 184673.645709 = -122191552.238658
  nChanged 13
Iteration 555Q (102815.750000 sec): 81 clusters
  Score: Raw -122376226.022318 + Penalty 184673.645709 = -122191552.376609
  nChanged 9
Iteration 556Q (103122.270000 sec): 81 clusters
  Score: Raw -122376226.106533 + Penalty 184673.645709 = -122191552.460824
  nChanged 8
Iteration 557Q (103427.620000 sec): 81 clusters
  Score: Raw -122376226.150651 + Penalty 184673.645709 = -122191552.504942
  nChanged 2
Iteration 558Q (103743.700000 sec): 81 clusters
  Score: Raw -122376226.158102 + Penalty 184673.645709 = -122191552.512393
  nChanged 1
Iteration 559Q (104056.060000 sec): 81 clusters
  Score: Raw -122376226.160223 + Penalty 184673.645709 = -122191552.514514
  nChanged 3
Iteration 560F (104452.410000 sec): 81 clusters
  Score: Raw -122376226.173909 + Penalty 184673.645709 = -122191552.528200
  nChanged 8
Iteration 561Q (104757.330000 sec): 81 clusters
  Score: Raw -122376226.220777 + Penalty 184673.645709 = -122191552.575068
  nChanged 7
Iteration 562Q (105072.490000 sec): 81 clusters
  Score: Raw -122376226.289762 + Penalty 184673.645709 = -122191552.644053
  nChanged 4
Iteration 563Q (105388.830000 sec): 81 clusters
  Score: Raw -122376226.314778 + Penalty 184673.645709 = -122191552.669069
  nChanged 3
Iteration 564Q (105703.880000 sec): 81 clusters
  Score: Raw -122376226.349047 + Penalty 184673.645709 = -122191552.703338
  nChanged 5
Iteration 565Q (106011.430000 sec): 81 clusters
  Score: Raw -122376226.402889 + Penalty 184673.645709 = -122191552.757179
  nChanged 3
Iteration 566Q (106315.490000 sec): 81 clusters
  Score: Raw -122376226.428349 + Penalty 184673.645709 = -122191552.782640
  nChanged 4
Iteration 567Q (106628.390000 sec): 81 clusters
  Score: Raw -122376226.460761 + Penalty 184673.645709 = -122191552.815052
  nChanged 7
Iteration 568Q (106926.840000 sec): 81 clusters
  Score: Raw -122376226.533813 + Penalty 184673.645709 = -122191552.888104
  nChanged 13
Iteration 569Q (107230.630000 sec): 81 clusters
  Score: Raw -122376226.651576 + Penalty 184673.645709 = -122191553.005866
  nChanged 13
Iteration 570Q (107539.700000 sec): 81 clusters
  Score: Raw -122376226.773972 + Penalty 184673.645709 = -122191553.128262
  nChanged 8
Iteration 571Q (107853.080000 sec): 81 clusters
  Score: Raw -122376226.832150 + Penalty 184673.645709 = -122191553.186441
  nChanged 7
Iteration 572Q (108167.020000 sec): 81 clusters
  Score: Raw -122376226.881959 + Penalty 184673.645709 = -122191553.236249
  nChanged 7
Iteration 573Q (108477.620000 sec): 81 clusters
  Score: Raw -122376227.029512 + Penalty 184673.645709 = -122191553.383802
  nChanged 4
Iteration 574Q (108782.360000 sec): 81 clusters
  Score: Raw -122376227.145408 + Penalty 184673.645709 = -122191553.499698
  nChanged 9
Iteration 575Q (109092.540000 sec): 81 clusters
  Score: Raw -122376227.388613 + Penalty 184673.645709 = -122191553.742904
  nChanged 7
Iteration 576Q (109397.550000 sec): 81 clusters
  Score: Raw -122376227.646362 + Penalty 184673.645709 = -122191554.000653
  nChanged 10
Iteration 577Q (109700.890000 sec): 81 clusters
  Score: Raw -122376228.163037 + Penalty 184673.645709 = -122191554.517328
  nChanged 12
Iteration 578Q (110002.920000 sec): 81 clusters
  Score: Raw -122376228.649148 + Penalty 184673.645709 = -122191555.003438
  nChanged 13
Writing temp clu file 
Because OldScore, -122191554.517328, is greater than current (better) Score,-122191555.003438 
 Compute initial score before splitting:   Score: Raw -122376228.649148 + Penalty 184673.645709 = -122191555.003438
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 1 (52435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110003.490000 sec): 2 clusters
  Score: Raw -4342644.405266 + Penalty 1765.941058 = -4340878.464208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110004.020000 sec): 3 clusters
  Score: Raw -4309433.256121 + Penalty 3531.882116 = -4305901.374005
  nChanged 24709
		SP:Iteration 1F (110004.560000 sec): 3 clusters
  Score: Raw -4323816.679649 + Penalty 3531.882116 = -4320284.797534
  nChanged 2311
		SP:Iteration 2Q (110005.060000 sec): 3 clusters
  Score: Raw -4324615.481287 + Penalty 3531.882116 = -4321083.599171
  nChanged 2407
		SP:Iteration 3Q (110005.560000 sec): 3 clusters
  Score: Raw -4325586.685877 + Penalty 3531.882116 = -4322054.803761
  nChanged 2540
		SP:Iteration 4Q (110006.030000 sec): 3 clusters
  Score: Raw -4326752.449211 + Penalty 3531.882116 = -4323220.567095
  nChanged 2774
		SP:Iteration 5F (110006.580000 sec): 3 clusters
  Score: Raw -4328239.082380 + Penalty 3531.882116 = -4324707.200265
  nChanged 3103
		SP:Iteration 6F (110007.090000 sec): 3 clusters
  Score: Raw -4330119.313920 + Penalty 3531.882116 = -4326587.431804
  nChanged 3178
		SP:Iteration 7F (110007.590000 sec): 3 clusters
  Score: Raw -4332374.725970 + Penalty 3531.882116 = -4328842.843855
  nChanged 3021
		SP:Iteration 8F (110008.110000 sec): 3 clusters
  Score: Raw -4334594.874745 + Penalty 3531.882116 = -4331062.992629
  nChanged 2591
		SP:Iteration 9Q (110008.610000 sec): 3 clusters
  Score: Raw -4336425.786417 + Penalty 3531.882116 = -4332893.904301
  nChanged 2044
		SP:Iteration 10Q (110009.160000 sec): 3 clusters
  Score: Raw -4337796.135267 + Penalty 3531.882116 = -4334264.253151
  nChanged 1607
		SP:Iteration 11Q (110009.710000 sec): 3 clusters
  Score: Raw -4338796.308402 + Penalty 3531.882116 = -4335264.426286
  nChanged 1320
		SP:Iteration 12Q (110010.210000 sec): 3 clusters
  Score: Raw -4339603.510851 + Penalty 3531.882116 = -4336071.628736
  nChanged 1123
		SP:Iteration 13Q (110010.710000 sec): 3 clusters
  Score: Raw -4340226.199838 + Penalty 3531.882116 = -4336694.317723
  nChanged 949
		SP:Iteration 14Q (110011.220000 sec): 3 clusters
  Score: Raw -4340768.585937 + Penalty 3531.882116 = -4337236.703821
  nChanged 837
		SP:Iteration 15Q (110011.670000 sec): 3 clusters
  Score: Raw -4341226.576111 + Penalty 3531.882116 = -4337694.693996
  nChanged 747
		SP:Iteration 16Q (110012.190000 sec): 3 clusters
  Score: Raw -4341601.989790 + Penalty 3531.882116 = -4338070.107674
  nChanged 620
		SP:Iteration 17Q (110012.690000 sec): 3 clusters
  Score: Raw -4341906.411455 + Penalty 3531.882116 = -4338374.529340
  nChanged 545
		SP:Iteration 18Q (110013.190000 sec): 3 clusters
  Score: Raw -4342159.129413 + Penalty 3531.882116 = -4338627.247297
  nChanged 429
		SP:Iteration 19Q (110013.690000 sec): 3 clusters
  Score: Raw -4342353.933116 + Penalty 3531.882116 = -4338822.051000
  nChanged 350
		SP:Iteration 20F (110014.180000 sec): 3 clusters
  Score: Raw -4342497.869266 + Penalty 3531.882116 = -4338965.987150
  nChanged 282
		SP:Iteration 21Q (110014.690000 sec): 3 clusters
  Score: Raw -4342610.025492 + Penalty 3531.882116 = -4339078.143376
  nChanged 257
		SP:Iteration 22Q (110015.190000 sec): 3 clusters
  Score: Raw -4342708.253129 + Penalty 3531.882116 = -4339176.371013
  nChanged 220
		SP:Iteration 23Q (110015.660000 sec): 3 clusters
  Score: Raw -4342797.572123 + Penalty 3531.882116 = -4339265.690008
  nChanged 187
		SP:Iteration 24Q (110016.130000 sec): 3 clusters
  Score: Raw -4342875.425690 + Penalty 3531.882116 = -4339343.543574
  nChanged 144
		SP:Iteration 25Q (110016.630000 sec): 3 clusters
  Score: Raw -4342929.603100 + Penalty 3531.882116 = -4339397.720984
  nChanged 104
		SP:Iteration 26Q (110017.130000 sec): 3 clusters
  Score: Raw -4342964.672044 + Penalty 3531.882116 = -4339432.789929
  nChanged 82
		SP:Iteration 27Q (110017.610000 sec): 3 clusters
  Score: Raw -4342992.668395 + Penalty 3531.882116 = -4339460.786280
  nChanged 73
		SP:Iteration 28Q (110018.120000 sec): 3 clusters
  Score: Raw -4343015.723072 + Penalty 3531.882116 = -4339483.840956
  nChanged 55
		SP:Iteration 29Q (110018.630000 sec): 3 clusters
  Score: Raw -4343038.464909 + Penalty 3531.882116 = -4339506.582794
  nChanged 56
		SP:Iteration 30Q (110019.120000 sec): 3 clusters
  Score: Raw -4343060.288189 + Penalty 3531.882116 = -4339528.406073
  nChanged 42
		SP:Iteration 31Q (110019.630000 sec): 3 clusters
  Score: Raw -4343077.650688 + Penalty 3531.882116 = -4339545.768573
  nChanged 35
		SP:Iteration 32Q (110020.140000 sec): 3 clusters
  Score: Raw -4343090.480238 + Penalty 3531.882116 = -4339558.598123
  nChanged 36
		SP:Iteration 33Q (110020.640000 sec): 3 clusters
  Score: Raw -4343104.529037 + Penalty 3531.882116 = -4339572.646921
  nChanged 36
		SP:Iteration 34Q (110021.100000 sec): 3 clusters
  Score: Raw -4343121.123153 + Penalty 3531.882116 = -4339589.241038
  nChanged 44
		SP:Iteration 35Q (110021.580000 sec): 3 clusters
  Score: Raw -4343141.849486 + Penalty 3531.882116 = -4339609.967370
  nChanged 41
		SP:Iteration 36Q (110022.060000 sec): 3 clusters
  Score: Raw -4343175.007983 + Penalty 3531.882116 = -4339643.125867
  nChanged 42
		SP:Iteration 37Q (110022.540000 sec): 3 clusters
  Score: Raw -4343220.876947 + Penalty 3531.882116 = -4339688.994831
  nChanged 40
		SP:Iteration 38Q (110023.010000 sec): 3 clusters
  Score: Raw -4343259.355896 + Penalty 3531.882116 = -4339727.473780
  nChanged 45
		SP:Iteration 39Q (110023.480000 sec): 3 clusters
  Score: Raw -4343299.224640 + Penalty 3531.882116 = -4339767.342524
  nChanged 45
		SP:Iteration 40F (110023.950000 sec): 3 clusters
  Score: Raw -4343326.419189 + Penalty 3531.882116 = -4339794.537074
  nChanged 39
		SP:Iteration 41Q (110024.420000 sec): 3 clusters
  Score: Raw -4343339.680084 + Penalty 3531.882116 = -4339807.797969
  nChanged 15
		SP:Iteration 42Q (110024.880000 sec): 3 clusters
  Score: Raw -4343344.663485 + Penalty 3531.882116 = -4339812.781369
  nChanged 14
		SP:Iteration 43Q (110025.350000 sec): 3 clusters
  Score: Raw -4343350.546523 + Penalty 3531.882116 = -4339818.664407
  nChanged 14
		SP:Iteration 44Q (110025.810000 sec): 3 clusters
  Score: Raw -4343356.096965 + Penalty 3531.882116 = -4339824.214849
  nChanged 13
		SP:Iteration 45Q (110026.270000 sec): 3 clusters
  Score: Raw -4343360.381297 + Penalty 3531.882116 = -4339828.499181
  nChanged 9
		SP:Iteration 46Q (110026.780000 sec): 3 clusters
  Score: Raw -4343363.775762 + Penalty 3531.882116 = -4339831.893647
  nChanged 10
		SP:Iteration 47Q (110027.270000 sec): 3 clusters
  Score: Raw -4343367.264527 + Penalty 3531.882116 = -4339835.382411
  nChanged 10
		SP:Iteration 48Q (110027.750000 sec): 3 clusters
  Score: Raw -4343369.527614 + Penalty 3531.882116 = -4339837.645498
  nChanged 6
		SP:Iteration 49Q (110028.270000 sec): 3 clusters
  Score: Raw -4343371.994592 + Penalty 3531.882116 = -4339840.112476
  nChanged 5
		SP:Iteration 50Q (110028.740000 sec): 3 clusters
  Score: Raw -4343373.627037 + Penalty 3531.882116 = -4339841.744922
  nChanged 2
		SP:Iteration 51Q (110029.240000 sec): 3 clusters
  Score: Raw -4343374.324252 + Penalty 3531.882116 = -4339842.442136
  nChanged 4
		SP:Iteration 52Q (110029.750000 sec): 3 clusters
  Score: Raw -4343375.554589 + Penalty 3531.882116 = -4339843.672474
  nChanged 4
		SP:Iteration 53Q (110030.230000 sec): 3 clusters
  Score: Raw -4343376.398984 + Penalty 3531.882116 = -4339844.516869
  nChanged 1
		SP:Iteration 54Q (110030.700000 sec): 3 clusters
  Score: Raw -4343376.560533 + Penalty 3531.882116 = -4339844.678418
  nChanged 0
		SP:Iteration 55F (110031.210000 sec): 3 clusters
  Score: Raw -4343376.560533 + Penalty 3531.882116 = -4339844.678418
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 2 (248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110031.270000 sec): 2 clusters
  Score: Raw -17061.485053 + Penalty 895.932171 = -16165.552882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110031.440000 sec): 3 clusters
  Score: Raw -17171.772841 + Penalty 1791.864343 = -15379.908499
  nChanged 36
		SP:Iteration 1F (110031.620000 sec): 3 clusters
  Score: Raw -17268.129610 + Penalty 1791.864343 = -15476.265268
  nChanged 6
		SP:Iteration 2Q (110031.790000 sec): 3 clusters
  Score: Raw -17286.309714 + Penalty 1791.864343 = -15494.445371
  nChanged 6
		SP:Iteration 3Q (110031.970000 sec): 3 clusters
  Score: Raw -17300.774515 + Penalty 1791.864343 = -15508.910172
  nChanged 1
		SP:Iteration 4Q (110032.150000 sec): 3 clusters
  Score: Raw -17303.928786 + Penalty 1791.864343 = -15512.064443
  nChanged 2
		SP:Iteration 5Q (110032.320000 sec): 3 clusters
  Score: Raw -17309.809366 + Penalty 1791.864343 = -15517.945023
  nChanged 1
		SP:Iteration 6Q (110032.500000 sec): 3 clusters
  Score: Raw -17312.605422 + Penalty 1791.864343 = -15520.741080
  nChanged 2
		SP:Iteration 7Q (110032.670000 sec): 3 clusters
  Score: Raw -17316.956386 + Penalty 1791.864343 = -15525.092044
  nChanged 0
		SP:Iteration 8F (110032.850000 sec): 3 clusters
  Score: Raw -17316.956386 + Penalty 1791.864343 = -15525.092044
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 3 (5275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110032.970000 sec): 2 clusters
  Score: Raw -444815.404541 + Penalty 1392.744268 = -443422.660273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110033.150000 sec): 3 clusters
  Score: Raw -442009.990154 + Penalty 2785.488536 = -439224.501617
  nChanged 2182
		SP:Iteration 1F (110033.320000 sec): 3 clusters
  Score: Raw -443303.010113 + Penalty 2785.488536 = -440517.521577
  nChanged 405
		SP:Iteration 2F (110033.490000 sec): 3 clusters
  Score: Raw -443528.625266 + Penalty 2785.488536 = -440743.136729
  nChanged 274
		SP:Iteration 3F (110033.670000 sec): 3 clusters
  Score: Raw -443672.940751 + Penalty 2785.488536 = -440887.452214
  nChanged 221
		SP:Iteration 4Q (110033.830000 sec): 3 clusters
  Score: Raw -443790.189561 + Penalty 2785.488536 = -441004.701025
  nChanged 208
		SP:Iteration 5Q (110033.990000 sec): 3 clusters
  Score: Raw -443926.001880 + Penalty 2785.488536 = -441140.513343
  nChanged 249
		SP:Iteration 6Q (110034.150000 sec): 3 clusters
  Score: Raw -444085.559285 + Penalty 2785.488536 = -441300.070749
  nChanged 273
		SP:Iteration 7F (110034.310000 sec): 3 clusters
  Score: Raw -444273.544623 + Penalty 2785.488536 = -441488.056086
  nChanged 268
		SP:Iteration 8F (110034.470000 sec): 3 clusters
  Score: Raw -444484.316596 + Penalty 2785.488536 = -441698.828060
  nChanged 264
		SP:Iteration 9F (110034.620000 sec): 3 clusters
  Score: Raw -444716.683339 + Penalty 2785.488536 = -441931.194803
  nChanged 223
		SP:Iteration 10Q (110034.780000 sec): 3 clusters
  Score: Raw -444910.689846 + Penalty 2785.488536 = -442125.201310
  nChanged 151
		SP:Iteration 11Q (110034.950000 sec): 3 clusters
  Score: Raw -445070.842451 + Penalty 2785.488536 = -442285.353914
  nChanged 105
		SP:Iteration 12Q (110035.130000 sec): 3 clusters
  Score: Raw -445191.295609 + Penalty 2785.488536 = -442405.807072
  nChanged 72
		SP:Iteration 13Q (110035.290000 sec): 3 clusters
  Score: Raw -445264.522790 + Penalty 2785.488536 = -442479.034254
  nChanged 59
		SP:Iteration 14Q (110035.430000 sec): 3 clusters
  Score: Raw -445310.590346 + Penalty 2785.488536 = -442525.101810
  nChanged 46
		SP:Iteration 15Q (110035.610000 sec): 3 clusters
  Score: Raw -445336.666511 + Penalty 2785.488536 = -442551.177974
  nChanged 33
		SP:Iteration 16Q (110035.770000 sec): 3 clusters
  Score: Raw -445358.344365 + Penalty 2785.488536 = -442572.855829
  nChanged 24
		SP:Iteration 17Q (110035.930000 sec): 3 clusters
  Score: Raw -445370.418299 + Penalty 2785.488536 = -442584.929762
  nChanged 13
		SP:Iteration 18Q (110036.090000 sec): 3 clusters
  Score: Raw -445378.009011 + Penalty 2785.488536 = -442592.520474
  nChanged 19
		SP:Iteration 19Q (110036.250000 sec): 3 clusters
  Score: Raw -445390.101896 + Penalty 2785.488536 = -442604.613360
  nChanged 11
		SP:Iteration 20F (110036.450000 sec): 3 clusters
  Score: Raw -445396.044453 + Penalty 2785.488536 = -442610.555917
  nChanged 10
		SP:Iteration 21Q (110036.630000 sec): 3 clusters
  Score: Raw -445401.525401 + Penalty 2785.488536 = -442616.036865
  nChanged 10
		SP:Iteration 22Q (110036.770000 sec): 3 clusters
  Score: Raw -445406.043053 + Penalty 2785.488536 = -442620.554517
  nChanged 7
		SP:Iteration 23Q (110036.940000 sec): 3 clusters
  Score: Raw -445409.454848 + Penalty 2785.488536 = -442623.966312
  nChanged 6
		SP:Iteration 24Q (110037.120000 sec): 3 clusters
  Score: Raw -445411.951901 + Penalty 2785.488536 = -442626.463364
  nChanged 2
		SP:Iteration 25Q (110037.290000 sec): 3 clusters
  Score: Raw -445412.958826 + Penalty 2785.488536 = -442627.470290
  nChanged 3
		SP:Iteration 26Q (110037.470000 sec): 3 clusters
  Score: Raw -445414.689049 + Penalty 2785.488536 = -442629.200513
  nChanged 4
		SP:Iteration 27Q (110037.620000 sec): 3 clusters
  Score: Raw -445417.962370 + Penalty 2785.488536 = -442632.473833
  nChanged 6
		SP:Iteration 28Q (110037.760000 sec): 3 clusters
  Score: Raw -445420.583795 + Penalty 2785.488536 = -442635.095258
  nChanged 8
		SP:Iteration 29Q (110037.900000 sec): 3 clusters
  Score: Raw -445424.158163 + Penalty 2785.488536 = -442638.669626
  nChanged 3
		SP:Iteration 30Q (110038.050000 sec): 3 clusters
  Score: Raw -445425.130021 + Penalty 2785.488536 = -442639.641485
  nChanged 1
		SP:Iteration 31Q (110038.190000 sec): 3 clusters
  Score: Raw -445425.691985 + Penalty 2785.488536 = -442640.203449
  nChanged 3
		SP:Iteration 32Q (110038.370000 sec): 3 clusters
  Score: Raw -445426.377952 + Penalty 2785.488536 = -442640.889416
  nChanged 3
		SP:Iteration 33Q (110038.520000 sec): 3 clusters
  Score: Raw -445427.745945 + Penalty 2785.488536 = -442642.257409
  nChanged 3
		SP:Iteration 34Q (110038.670000 sec): 3 clusters
  Score: Raw -445429.102297 + Penalty 2785.488536 = -442643.613760
  nChanged 1
		SP:Iteration 35Q (110038.790000 sec): 3 clusters
  Score: Raw -445429.670495 + Penalty 2785.488536 = -442644.181958
  nChanged 0
		SP:Iteration 36F (110038.940000 sec): 3 clusters
  Score: Raw -445429.670495 + Penalty 2785.488536 = -442644.181958
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 4 (4420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110039.050000 sec): 2 clusters
  Score: Raw -373260.298264 + Penalty 1364.007933 = -371896.290330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110039.210000 sec): 3 clusters
  Score: Raw -371036.244184 + Penalty 2728.015867 = -368308.228317
  nChanged 1749
		SP:Iteration 1F (110039.350000 sec): 3 clusters
  Score: Raw -372002.571700 + Penalty 2728.015867 = -369274.555833
  nChanged 322
		SP:Iteration 2F (110039.500000 sec): 3 clusters
  Score: Raw -372185.567595 + Penalty 2728.015867 = -369457.551728
  nChanged 235
		SP:Iteration 3F (110039.640000 sec): 3 clusters
  Score: Raw -372307.791335 + Penalty 2728.015867 = -369579.775468
  nChanged 187
		SP:Iteration 4Q (110039.790000 sec): 3 clusters
  Score: Raw -372399.088525 + Penalty 2728.015867 = -369671.072658
  nChanged 139
		SP:Iteration 5Q (110039.930000 sec): 3 clusters
  Score: Raw -372467.298835 + Penalty 2728.015867 = -369739.282968
  nChanged 126
		SP:Iteration 6Q (110040.070000 sec): 3 clusters
  Score: Raw -372517.598270 + Penalty 2728.015867 = -369789.582403
  nChanged 101
		SP:Iteration 7Q (110040.290000 sec): 3 clusters
  Score: Raw -372565.475245 + Penalty 2728.015867 = -369837.459378
  nChanged 117
		SP:Iteration 8Q (110040.410000 sec): 3 clusters
  Score: Raw -372618.765938 + Penalty 2728.015867 = -369890.750072
  nChanged 115
		SP:Iteration 9Q (110040.620000 sec): 3 clusters
  Score: Raw -372672.095623 + Penalty 2728.015867 = -369944.079756
  nChanged 96
		SP:Iteration 10Q (110040.750000 sec): 3 clusters
  Score: Raw -372717.841772 + Penalty 2728.015867 = -369989.825905
  nChanged 105
		SP:Iteration 11Q (110040.970000 sec): 3 clusters
  Score: Raw -372772.884760 + Penalty 2728.015867 = -370044.868893
  nChanged 104
		SP:Iteration 12Q (110041.100000 sec): 3 clusters
  Score: Raw -372823.148674 + Penalty 2728.015867 = -370095.132807
  nChanged 97
		SP:Iteration 13Q (110041.310000 sec): 3 clusters
  Score: Raw -372873.652829 + Penalty 2728.015867 = -370145.636962
  nChanged 109
		SP:Iteration 14Q (110041.450000 sec): 3 clusters
  Score: Raw -372932.396688 + Penalty 2728.015867 = -370204.380821
  nChanged 110
		SP:Iteration 15Q (110041.610000 sec): 3 clusters
  Score: Raw -372990.633984 + Penalty 2728.015867 = -370262.618117
  nChanged 100
		SP:Iteration 16Q (110041.770000 sec): 3 clusters
  Score: Raw -373049.543587 + Penalty 2728.015867 = -370321.527720
  nChanged 109
		SP:Iteration 17Q (110041.930000 sec): 3 clusters
  Score: Raw -373121.026969 + Penalty 2728.015867 = -370393.011102
  nChanged 115
		SP:Iteration 18Q (110042.090000 sec): 3 clusters
  Score: Raw -373198.105736 + Penalty 2728.015867 = -370470.089870
  nChanged 103
		SP:Iteration 19Q (110042.250000 sec): 3 clusters
  Score: Raw -373277.059588 + Penalty 2728.015867 = -370549.043721
  nChanged 80
		SP:Iteration 20F (110042.410000 sec): 3 clusters
  Score: Raw -373332.459566 + Penalty 2728.015867 = -370604.443699
  nChanged 67
		SP:Iteration 21Q (110042.570000 sec): 3 clusters
  Score: Raw -373366.151632 + Penalty 2728.015867 = -370638.135765
  nChanged 38
		SP:Iteration 22Q (110042.730000 sec): 3 clusters
  Score: Raw -373384.018338 + Penalty 2728.015867 = -370656.002471
  nChanged 42
		SP:Iteration 23Q (110042.890000 sec): 3 clusters
  Score: Raw -373410.991632 + Penalty 2728.015867 = -370682.975765
  nChanged 36
		SP:Iteration 24Q (110043.050000 sec): 3 clusters
  Score: Raw -373435.163928 + Penalty 2728.015867 = -370707.148061
  nChanged 35
		SP:Iteration 25Q (110043.210000 sec): 3 clusters
  Score: Raw -373456.204245 + Penalty 2728.015867 = -370728.188378
  nChanged 24
		SP:Iteration 26Q (110043.400000 sec): 3 clusters
  Score: Raw -373468.543798 + Penalty 2728.015867 = -370740.527931
  nChanged 24
		SP:Iteration 27Q (110043.550000 sec): 3 clusters
  Score: Raw -373481.789638 + Penalty 2728.015867 = -370753.773771
  nChanged 26
		SP:Iteration 28Q (110043.770000 sec): 3 clusters
  Score: Raw -373493.437430 + Penalty 2728.015867 = -370765.421563
  nChanged 23
		SP:Iteration 29Q (110043.900000 sec): 3 clusters
  Score: Raw -373507.523740 + Penalty 2728.015867 = -370779.507873
  nChanged 25
		SP:Iteration 30Q (110044.060000 sec): 3 clusters
  Score: Raw -373517.897205 + Penalty 2728.015867 = -370789.881338
  nChanged 19
		SP:Iteration 31Q (110044.220000 sec): 3 clusters
  Score: Raw -373526.576108 + Penalty 2728.015867 = -370798.560241
  nChanged 18
		SP:Iteration 32Q (110044.390000 sec): 3 clusters
  Score: Raw -373535.611796 + Penalty 2728.015867 = -370807.595929
  nChanged 15
		SP:Iteration 33Q (110044.560000 sec): 3 clusters
  Score: Raw -373541.597944 + Penalty 2728.015867 = -370813.582077
  nChanged 10
		SP:Iteration 34Q (110044.740000 sec): 3 clusters
  Score: Raw -373546.579932 + Penalty 2728.015867 = -370818.564066
  nChanged 6
		SP:Iteration 35Q (110044.910000 sec): 3 clusters
  Score: Raw -373548.888842 + Penalty 2728.015867 = -370820.872976
  nChanged 5
		SP:Iteration 36Q (110045.080000 sec): 3 clusters
  Score: Raw -373550.723107 + Penalty 2728.015867 = -370822.707240
  nChanged 2
		SP:Iteration 37Q (110045.270000 sec): 3 clusters
  Score: Raw -373551.933079 + Penalty 2728.015867 = -370823.917212
  nChanged 4
		SP:Iteration 38Q (110045.440000 sec): 3 clusters
  Score: Raw -373553.593678 + Penalty 2728.015867 = -370825.577811
  nChanged 2
		SP:Iteration 39Q (110045.620000 sec): 3 clusters
  Score: Raw -373554.029751 + Penalty 2728.015867 = -370826.013884
  nChanged 1
		SP:Iteration 40F (110045.790000 sec): 3 clusters
  Score: Raw -373554.192911 + Penalty 2728.015867 = -370826.177044
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 5 (6838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110045.890000 sec): 2 clusters
  Score: Raw -565898.172797 + Penalty 1434.915718 = -564463.257079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110046.090000 sec): 3 clusters
  Score: Raw -562128.781825 + Penalty 2869.831435 = -559258.950390
  nChanged 2907
		SP:Iteration 1F (110046.260000 sec): 3 clusters
  Score: Raw -563642.610536 + Penalty 2869.831435 = -560772.779101
  nChanged 436
		SP:Iteration 2F (110046.430000 sec): 3 clusters
  Score: Raw -563828.539568 + Penalty 2869.831435 = -560958.708133
  nChanged 325
		SP:Iteration 3Q (110046.590000 sec): 3 clusters
  Score: Raw -563966.656587 + Penalty 2869.831435 = -561096.825152
  nChanged 284
		SP:Iteration 4Q (110046.740000 sec): 3 clusters
  Score: Raw -564107.308595 + Penalty 2869.831435 = -561237.477160
  nChanged 254
		SP:Iteration 5Q (110046.910000 sec): 3 clusters
  Score: Raw -564239.259389 + Penalty 2869.831435 = -561369.427953
  nChanged 264
		SP:Iteration 6Q (110047.080000 sec): 3 clusters
  Score: Raw -564374.646037 + Penalty 2869.831435 = -561504.814601
  nChanged 253
		SP:Iteration 7Q (110047.270000 sec): 3 clusters
  Score: Raw -564502.766678 + Penalty 2869.831435 = -561632.935243
  nChanged 227
		SP:Iteration 8Q (110047.450000 sec): 3 clusters
  Score: Raw -564603.008612 + Penalty 2869.831435 = -561733.177177
  nChanged 215
		SP:Iteration 9Q (110047.630000 sec): 3 clusters
  Score: Raw -564702.182904 + Penalty 2869.831435 = -561832.351468
  nChanged 177
		SP:Iteration 10Q (110047.780000 sec): 3 clusters
  Score: Raw -564794.733834 + Penalty 2869.831435 = -561924.902399
  nChanged 195
		SP:Iteration 11Q (110047.930000 sec): 3 clusters
  Score: Raw -564880.081134 + Penalty 2869.831435 = -562010.249699
  nChanged 163
		SP:Iteration 12Q (110048.080000 sec): 3 clusters
  Score: Raw -564941.234915 + Penalty 2869.831435 = -562071.403480
  nChanged 142
		SP:Iteration 13Q (110048.270000 sec): 3 clusters
  Score: Raw -565000.169824 + Penalty 2869.831435 = -562130.338388
  nChanged 153
		SP:Iteration 14Q (110048.420000 sec): 3 clusters
  Score: Raw -565067.543182 + Penalty 2869.831435 = -562197.711746
  nChanged 139
		SP:Iteration 15Q (110048.590000 sec): 3 clusters
  Score: Raw -565133.657018 + Penalty 2869.831435 = -562263.825583
  nChanged 152
		SP:Iteration 16Q (110048.730000 sec): 3 clusters
  Score: Raw -565202.293816 + Penalty 2869.831435 = -562332.462380
  nChanged 141
		SP:Iteration 17Q (110048.910000 sec): 3 clusters
  Score: Raw -565265.959475 + Penalty 2869.831435 = -562396.128040
  nChanged 130
		SP:Iteration 18Q (110049.110000 sec): 3 clusters
  Score: Raw -565329.601946 + Penalty 2869.831435 = -562459.770511
  nChanged 120
		SP:Iteration 19Q (110049.300000 sec): 3 clusters
  Score: Raw -565385.589884 + Penalty 2869.831435 = -562515.758448
  nChanged 98
		SP:Iteration 20F (110049.450000 sec): 3 clusters
  Score: Raw -565428.722913 + Penalty 2869.831435 = -562558.891478
  nChanged 87
		SP:Iteration 21Q (110049.650000 sec): 3 clusters
  Score: Raw -565472.354625 + Penalty 2869.831435 = -562602.523190
  nChanged 97
		SP:Iteration 22Q (110049.860000 sec): 3 clusters
  Score: Raw -565525.006464 + Penalty 2869.831435 = -562655.175029
  nChanged 93
		SP:Iteration 23Q (110050.010000 sec): 3 clusters
  Score: Raw -565569.281361 + Penalty 2869.831435 = -562699.449926
  nChanged 81
		SP:Iteration 24Q (110050.150000 sec): 3 clusters
  Score: Raw -565609.818206 + Penalty 2869.831435 = -562739.986771
  nChanged 77
		SP:Iteration 25Q (110050.300000 sec): 3 clusters
  Score: Raw -565656.878273 + Penalty 2869.831435 = -562787.046837
  nChanged 81
		SP:Iteration 26Q (110050.450000 sec): 3 clusters
  Score: Raw -565705.181620 + Penalty 2869.831435 = -562835.350185
  nChanged 70
		SP:Iteration 27Q (110050.600000 sec): 3 clusters
  Score: Raw -565743.775001 + Penalty 2869.831435 = -562873.943565
  nChanged 67
		SP:Iteration 28Q (110050.750000 sec): 3 clusters
  Score: Raw -565779.505712 + Penalty 2869.831435 = -562909.674277
  nChanged 56
		SP:Iteration 29Q (110050.890000 sec): 3 clusters
  Score: Raw -565809.755514 + Penalty 2869.831435 = -562939.924079
  nChanged 50
		SP:Iteration 30Q (110051.070000 sec): 3 clusters
  Score: Raw -565838.705883 + Penalty 2869.831435 = -562968.874448
  nChanged 51
		SP:Iteration 31Q (110051.280000 sec): 3 clusters
  Score: Raw -565865.149409 + Penalty 2869.831435 = -562995.317974
  nChanged 39
		SP:Iteration 32Q (110051.450000 sec): 3 clusters
  Score: Raw -565888.071266 + Penalty 2869.831435 = -563018.239831
  nChanged 33
		SP:Iteration 33Q (110051.680000 sec): 3 clusters
  Score: Raw -565914.145034 + Penalty 2869.831435 = -563044.313599
  nChanged 34
		SP:Iteration 34Q (110051.900000 sec): 3 clusters
  Score: Raw -565937.702563 + Penalty 2869.831435 = -563067.871128
  nChanged 25
		SP:Iteration 35Q (110052.050000 sec): 3 clusters
  Score: Raw -565951.364328 + Penalty 2869.831435 = -563081.532893
  nChanged 22
		SP:Iteration 36Q (110052.260000 sec): 3 clusters
  Score: Raw -565967.446417 + Penalty 2869.831435 = -563097.614981
  nChanged 20
		SP:Iteration 37Q (110052.420000 sec): 3 clusters
  Score: Raw -565987.356618 + Penalty 2869.831435 = -563117.525183
  nChanged 17
		SP:Iteration 38Q (110052.580000 sec): 3 clusters
  Score: Raw -566002.984686 + Penalty 2869.831435 = -563133.153250
  nChanged 15
		SP:Iteration 39Q (110052.740000 sec): 3 clusters
  Score: Raw -566015.369826 + Penalty 2869.831435 = -563145.538390
  nChanged 18
		SP:Iteration 40F (110052.940000 sec): 3 clusters
  Score: Raw -566032.002988 + Penalty 2869.831435 = -563162.171553
  nChanged 14
		SP:Iteration 41Q (110053.090000 sec): 3 clusters
  Score: Raw -566041.285230 + Penalty 2869.831435 = -563171.453795
  nChanged 7
		SP:Iteration 42Q (110053.290000 sec): 3 clusters
  Score: Raw -566046.227852 + Penalty 2869.831435 = -563176.396416
  nChanged 6
		SP:Iteration 43Q (110053.450000 sec): 3 clusters
  Score: Raw -566051.546720 + Penalty 2869.831435 = -563181.715284
  nChanged 6
		SP:Iteration 44Q (110053.640000 sec): 3 clusters
  Score: Raw -566056.141839 + Penalty 2869.831435 = -563186.310404
  nChanged 7
		SP:Iteration 45Q (110053.790000 sec): 3 clusters
  Score: Raw -566061.317179 + Penalty 2869.831435 = -563191.485744
  nChanged 4
		SP:Iteration 46Q (110054.000000 sec): 3 clusters
  Score: Raw -566064.785237 + Penalty 2869.831435 = -563194.953802
  nChanged 6
		SP:Iteration 47Q (110054.160000 sec): 3 clusters
  Score: Raw -566068.469119 + Penalty 2869.831435 = -563198.637683
  nChanged 4
		SP:Iteration 48Q (110054.360000 sec): 3 clusters
  Score: Raw -566070.992608 + Penalty 2869.831435 = -563201.161173
  nChanged 3
		SP:Iteration 49Q (110054.510000 sec): 3 clusters
  Score: Raw -566073.077386 + Penalty 2869.831435 = -563203.245950
  nChanged 1
		SP:Iteration 50Q (110054.700000 sec): 3 clusters
  Score: Raw -566073.875622 + Penalty 2869.831435 = -563204.044186
  nChanged 2
		SP:Iteration 51Q (110054.880000 sec): 3 clusters
  Score: Raw -566074.775092 + Penalty 2869.831435 = -563204.943657
  nChanged 0
		SP:Iteration 52F (110055.080000 sec): 3 clusters
  Score: Raw -566074.775092 + Penalty 2869.831435 = -563204.943657
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 6 (3744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110055.190000 sec): 2 clusters
  Score: Raw -330298.963894 + Penalty 1337.035349 = -328961.928545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110055.340000 sec): 3 clusters
  Score: Raw -328423.062707 + Penalty 2674.070697 = -325748.992009
  nChanged 1507
		SP:Iteration 1F (110055.500000 sec): 3 clusters
  Score: Raw -329211.421286 + Penalty 2674.070697 = -326537.350589
  nChanged 254
		SP:Iteration 2F (110055.660000 sec): 3 clusters
  Score: Raw -329354.319983 + Penalty 2674.070697 = -326680.249286
  nChanged 195
		SP:Iteration 3F (110055.820000 sec): 3 clusters
  Score: Raw -329440.779267 + Penalty 2674.070697 = -326766.708569
  nChanged 130
		SP:Iteration 4Q (110055.980000 sec): 3 clusters
  Score: Raw -329507.332313 + Penalty 2674.070697 = -326833.261616
  nChanged 96
		SP:Iteration 5Q (110056.140000 sec): 3 clusters
  Score: Raw -329547.732948 + Penalty 2674.070697 = -326873.662250
  nChanged 94
		SP:Iteration 6Q (110056.300000 sec): 3 clusters
  Score: Raw -329592.746548 + Penalty 2674.070697 = -326918.675851
  nChanged 87
		SP:Iteration 7Q (110056.460000 sec): 3 clusters
  Score: Raw -329636.278068 + Penalty 2674.070697 = -326962.207371
  nChanged 92
		SP:Iteration 8Q (110056.620000 sec): 3 clusters
  Score: Raw -329677.254401 + Penalty 2674.070697 = -327003.183704
  nChanged 105
		SP:Iteration 9Q (110056.780000 sec): 3 clusters
  Score: Raw -329730.069571 + Penalty 2674.070697 = -327055.998874
  nChanged 114
		SP:Iteration 10Q (110056.940000 sec): 3 clusters
  Score: Raw -329796.897563 + Penalty 2674.070697 = -327122.826866
  nChanged 127
		SP:Iteration 11Q (110057.100000 sec): 3 clusters
  Score: Raw -329873.509899 + Penalty 2674.070697 = -327199.439201
  nChanged 158
		SP:Iteration 12Q (110057.260000 sec): 3 clusters
  Score: Raw -329983.410745 + Penalty 2674.070697 = -327309.340048
  nChanged 160
		SP:Iteration 13Q (110057.420000 sec): 3 clusters
  Score: Raw -330100.834928 + Penalty 2674.070697 = -327426.764231
  nChanged 145
		SP:Iteration 14Q (110057.580000 sec): 3 clusters
  Score: Raw -330209.457584 + Penalty 2674.070697 = -327535.386887
  nChanged 151
		SP:Iteration 15Q (110057.740000 sec): 3 clusters
  Score: Raw -330327.688473 + Penalty 2674.070697 = -327653.617776
  nChanged 127
		SP:Iteration 16Q (110057.900000 sec): 3 clusters
  Score: Raw -330420.364475 + Penalty 2674.070697 = -327746.293778
  nChanged 106
		SP:Iteration 17Q (110058.060000 sec): 3 clusters
  Score: Raw -330498.428150 + Penalty 2674.070697 = -327824.357453
  nChanged 91
		SP:Iteration 18Q (110058.220000 sec): 3 clusters
  Score: Raw -330555.640449 + Penalty 2674.070697 = -327881.569751
  nChanged 71
		SP:Iteration 19Q (110058.380000 sec): 3 clusters
  Score: Raw -330591.442935 + Penalty 2674.070697 = -327917.372238
  nChanged 40
		SP:Iteration 20F (110058.540000 sec): 3 clusters
  Score: Raw -330622.419989 + Penalty 2674.070697 = -327948.349291
  nChanged 42
		SP:Iteration 21Q (110058.700000 sec): 3 clusters
  Score: Raw -330642.503565 + Penalty 2674.070697 = -327968.432868
  nChanged 22
		SP:Iteration 22Q (110058.860000 sec): 3 clusters
  Score: Raw -330649.676745 + Penalty 2674.070697 = -327975.606047
  nChanged 13
		SP:Iteration 23Q (110059.020000 sec): 3 clusters
  Score: Raw -330655.229902 + Penalty 2674.070697 = -327981.159205
  nChanged 11
		SP:Iteration 24Q (110059.180000 sec): 3 clusters
  Score: Raw -330658.848110 + Penalty 2674.070697 = -327984.777413
  nChanged 8
		SP:Iteration 25Q (110059.340000 sec): 3 clusters
  Score: Raw -330660.575738 + Penalty 2674.070697 = -327986.505041
  nChanged 1
		SP:Iteration 26Q (110059.500000 sec): 3 clusters
  Score: Raw -330660.867810 + Penalty 2674.070697 = -327986.797112
  nChanged 2
		SP:Iteration 27Q (110059.660000 sec): 3 clusters
  Score: Raw -330661.310523 + Penalty 2674.070697 = -327987.239826
  nChanged 3
		SP:Iteration 28Q (110059.820000 sec): 3 clusters
  Score: Raw -330662.330640 + Penalty 2674.070697 = -327988.259942
  nChanged 4
		SP:Iteration 29Q (110059.980000 sec): 3 clusters
  Score: Raw -330663.420551 + Penalty 2674.070697 = -327989.349854
  nChanged 3
		SP:Iteration 30Q (110060.140000 sec): 3 clusters
  Score: Raw -330664.290829 + Penalty 2674.070697 = -327990.220132
  nChanged 3
		SP:Iteration 31Q (110060.300000 sec): 3 clusters
  Score: Raw -330665.326354 + Penalty 2674.070697 = -327991.255656
  nChanged 2
		SP:Iteration 32Q (110060.460000 sec): 3 clusters
  Score: Raw -330665.746482 + Penalty 2674.070697 = -327991.675785
  nChanged 2
		SP:Iteration 33Q (110060.620000 sec): 3 clusters
  Score: Raw -330666.355442 + Penalty 2674.070697 = -327992.284745
  nChanged 3
		SP:Iteration 34Q (110060.780000 sec): 3 clusters
  Score: Raw -330667.477056 + Penalty 2674.070697 = -327993.406359
  nChanged 3
		SP:Iteration 35Q (110060.940000 sec): 3 clusters
  Score: Raw -330668.475011 + Penalty 2674.070697 = -327994.404314
  nChanged 2
		SP:Iteration 36Q (110061.100000 sec): 3 clusters
  Score: Raw -330669.205944 + Penalty 2674.070697 = -327995.135246
  nChanged 3
		SP:Iteration 37Q (110061.260000 sec): 3 clusters
  Score: Raw -330670.261990 + Penalty 2674.070697 = -327996.191293
  nChanged 3
		SP:Iteration 38Q (110061.420000 sec): 3 clusters
  Score: Raw -330671.718534 + Penalty 2674.070697 = -327997.647837
  nChanged 0
		SP:Iteration 39F (110061.580000 sec): 3 clusters
  Score: Raw -330671.718534 + Penalty 2674.070697 = -327997.647837
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 7 (6791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110061.770000 sec): 2 clusters
  Score: Raw -645764.732711 + Penalty 1433.794941 = -644330.937770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110061.920000 sec): 3 clusters
  Score: Raw -642103.127101 + Penalty 2867.589883 = -639235.537218
  nChanged 2776
		SP:Iteration 1F (110062.080000 sec): 3 clusters
  Score: Raw -643602.534028 + Penalty 2867.589883 = -640734.944146
  nChanged 409
		SP:Iteration 2F (110062.250000 sec): 3 clusters
  Score: Raw -643776.993365 + Penalty 2867.589883 = -640909.403482
  nChanged 302
		SP:Iteration 3Q (110062.450000 sec): 3 clusters
  Score: Raw -643886.918663 + Penalty 2867.589883 = -641019.328780
  nChanged 218
		SP:Iteration 4Q (110062.670000 sec): 3 clusters
  Score: Raw -643966.922155 + Penalty 2867.589883 = -641099.332272
  nChanged 192
		SP:Iteration 5Q (110062.810000 sec): 3 clusters
  Score: Raw -644039.165214 + Penalty 2867.589883 = -641171.575331
  nChanged 172
		SP:Iteration 6Q (110062.980000 sec): 3 clusters
  Score: Raw -644092.306811 + Penalty 2867.589883 = -641224.716929
  nChanged 156
		SP:Iteration 7Q (110063.210000 sec): 3 clusters
  Score: Raw -644141.654507 + Penalty 2867.589883 = -641274.064625
  nChanged 145
		SP:Iteration 8Q (110063.360000 sec): 3 clusters
  Score: Raw -644190.162980 + Penalty 2867.589883 = -641322.573097
  nChanged 143
		SP:Iteration 9Q (110063.560000 sec): 3 clusters
  Score: Raw -644238.431992 + Penalty 2867.589883 = -641370.842110
  nChanged 152
		SP:Iteration 10Q (110063.740000 sec): 3 clusters
  Score: Raw -644294.552330 + Penalty 2867.589883 = -641426.962447
  nChanged 162
		SP:Iteration 11Q (110063.890000 sec): 3 clusters
  Score: Raw -644361.425076 + Penalty 2867.589883 = -641493.835193
  nChanged 201
		SP:Iteration 12Q (110064.070000 sec): 3 clusters
  Score: Raw -644453.904397 + Penalty 2867.589883 = -641586.314514
  nChanged 206
		SP:Iteration 13Q (110064.270000 sec): 3 clusters
  Score: Raw -644548.439291 + Penalty 2867.589883 = -641680.849409
  nChanged 218
		SP:Iteration 14Q (110064.400000 sec): 3 clusters
  Score: Raw -644658.923020 + Penalty 2867.589883 = -641791.333138
  nChanged 230
		SP:Iteration 15Q (110064.590000 sec): 3 clusters
  Score: Raw -644789.190227 + Penalty 2867.589883 = -641921.600344
  nChanged 232
		SP:Iteration 16Q (110064.780000 sec): 3 clusters
  Score: Raw -644927.587090 + Penalty 2867.589883 = -642059.997207
  nChanged 231
		SP:Iteration 17Q (110064.950000 sec): 3 clusters
  Score: Raw -645089.972424 + Penalty 2867.589883 = -642222.382542
  nChanged 226
		SP:Iteration 18Q (110065.120000 sec): 3 clusters
  Score: Raw -645272.305644 + Penalty 2867.589883 = -642404.715762
  nChanged 185
		SP:Iteration 19Q (110065.280000 sec): 3 clusters
  Score: Raw -645429.810642 + Penalty 2867.589883 = -642562.220759
  nChanged 171
		SP:Iteration 20F (110065.440000 sec): 3 clusters
  Score: Raw -645570.832925 + Penalty 2867.589883 = -642703.243043
  nChanged 94
		SP:Iteration 21Q (110065.610000 sec): 3 clusters
  Score: Raw -645669.341532 + Penalty 2867.589883 = -642801.751650
  nChanged 74
		SP:Iteration 22Q (110065.770000 sec): 3 clusters
  Score: Raw -645737.179543 + Penalty 2867.589883 = -642869.589660
  nChanged 55
		SP:Iteration 23Q (110065.920000 sec): 3 clusters
  Score: Raw -645791.932603 + Penalty 2867.589883 = -642924.342721
  nChanged 37
		SP:Iteration 24Q (110066.080000 sec): 3 clusters
  Score: Raw -645831.619935 + Penalty 2867.589883 = -642964.030052
  nChanged 24
		SP:Iteration 25Q (110066.240000 sec): 3 clusters
  Score: Raw -645866.595392 + Penalty 2867.589883 = -642999.005510
  nChanged 19
		SP:Iteration 26Q (110066.400000 sec): 3 clusters
  Score: Raw -645893.086608 + Penalty 2867.589883 = -643025.496725
  nChanged 14
		SP:Iteration 27Q (110066.560000 sec): 3 clusters
  Score: Raw -645909.715733 + Penalty 2867.589883 = -643042.125850
  nChanged 5
		SP:Iteration 28Q (110066.790000 sec): 3 clusters
  Score: Raw -645914.680943 + Penalty 2867.589883 = -643047.091060
  nChanged 4
		SP:Iteration 29Q (110066.950000 sec): 3 clusters
  Score: Raw -645919.634484 + Penalty 2867.589883 = -643052.044602
  nChanged 4
		SP:Iteration 30Q (110067.110000 sec): 3 clusters
  Score: Raw -645924.104812 + Penalty 2867.589883 = -643056.514930
  nChanged 5
		SP:Iteration 31Q (110067.270000 sec): 3 clusters
  Score: Raw -645929.204689 + Penalty 2867.589883 = -643061.614807
  nChanged 3
		SP:Iteration 32Q (110067.430000 sec): 3 clusters
  Score: Raw -645932.911951 + Penalty 2867.589883 = -643065.322069
  nChanged 2
		SP:Iteration 33Q (110067.590000 sec): 3 clusters
  Score: Raw -645936.028558 + Penalty 2867.589883 = -643068.438675
  nChanged 5
		SP:Iteration 34Q (110067.830000 sec): 3 clusters
  Score: Raw -645941.613750 + Penalty 2867.589883 = -643074.023867
  nChanged 6
		SP:Iteration 35Q (110067.990000 sec): 3 clusters
  Score: Raw -645947.990339 + Penalty 2867.589883 = -643080.400456
  nChanged 4
		SP:Iteration 36Q (110068.150000 sec): 3 clusters
  Score: Raw -645952.599042 + Penalty 2867.589883 = -643085.009159
  nChanged 3
		SP:Iteration 37Q (110068.310000 sec): 3 clusters
  Score: Raw -645956.698943 + Penalty 2867.589883 = -643089.109061
  nChanged 2
		SP:Iteration 38Q (110068.500000 sec): 3 clusters
  Score: Raw -645958.214169 + Penalty 2867.589883 = -643090.624286
  nChanged 1
		SP:Iteration 39Q (110068.650000 sec): 3 clusters
  Score: Raw -645959.399498 + Penalty 2867.589883 = -643091.809615
  nChanged 0
		SP:Iteration 40F (110068.840000 sec): 3 clusters
  Score: Raw -645959.399498 + Penalty 2867.589883 = -643091.809615
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 8 (13765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110069.050000 sec): 2 clusters
  Score: Raw -1175505.464886 + Penalty 1548.606218 = -1173956.858668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110069.190000 sec): 3 clusters
  Score: Raw -1167434.810497 + Penalty 3097.212436 = -1164337.598061
  nChanged 6106
		SP:Iteration 1F (110069.450000 sec): 3 clusters
  Score: Raw -1170804.805896 + Penalty 3097.212436 = -1167707.593461
  nChanged 839
		SP:Iteration 2F (110069.670000 sec): 3 clusters
  Score: Raw -1171245.996048 + Penalty 3097.212436 = -1168148.783612
  nChanged 847
		SP:Iteration 3F (110069.860000 sec): 3 clusters
  Score: Raw -1171728.358276 + Penalty 3097.212436 = -1168631.145841
  nChanged 899
		SP:Iteration 4F (110070.090000 sec): 3 clusters
  Score: Raw -1172280.206502 + Penalty 3097.212436 = -1169182.994066
  nChanged 899
		SP:Iteration 5F (110070.320000 sec): 3 clusters
  Score: Raw -1172871.098020 + Penalty 3097.212436 = -1169773.885584
  nChanged 860
		SP:Iteration 6F (110070.480000 sec): 3 clusters
  Score: Raw -1173399.502163 + Penalty 3097.212436 = -1170302.289727
  nChanged 745
		SP:Iteration 7F (110070.700000 sec): 3 clusters
  Score: Raw -1173817.498019 + Penalty 3097.212436 = -1170720.285583
  nChanged 600
		SP:Iteration 8Q (110070.930000 sec): 3 clusters
  Score: Raw -1174081.189388 + Penalty 3097.212436 = -1170983.976953
  nChanged 408
		SP:Iteration 9Q (110071.190000 sec): 3 clusters
  Score: Raw -1174221.301836 + Penalty 3097.212436 = -1171124.089400
  nChanged 321
		SP:Iteration 10Q (110071.420000 sec): 3 clusters
  Score: Raw -1174311.944679 + Penalty 3097.212436 = -1171214.732243
  nChanged 238
		SP:Iteration 11Q (110071.650000 sec): 3 clusters
  Score: Raw -1174368.424161 + Penalty 3097.212436 = -1171271.211725
  nChanged 166
		SP:Iteration 12Q (110071.930000 sec): 3 clusters
  Score: Raw -1174399.693535 + Penalty 3097.212436 = -1171302.481099
  nChanged 115
		SP:Iteration 13Q (110072.160000 sec): 3 clusters
  Score: Raw -1174420.502213 + Penalty 3097.212436 = -1171323.289777
  nChanged 105
		SP:Iteration 14Q (110072.440000 sec): 3 clusters
  Score: Raw -1174438.510962 + Penalty 3097.212436 = -1171341.298526
  nChanged 94
		SP:Iteration 15Q (110072.670000 sec): 3 clusters
  Score: Raw -1174452.647571 + Penalty 3097.212436 = -1171355.435135
  nChanged 86
		SP:Iteration 16Q (110072.950000 sec): 3 clusters
  Score: Raw -1174463.876720 + Penalty 3097.212436 = -1171366.664284
  nChanged 60
		SP:Iteration 17Q (110073.180000 sec): 3 clusters
  Score: Raw -1174471.921312 + Penalty 3097.212436 = -1171374.708876
  nChanged 54
		SP:Iteration 18Q (110073.450000 sec): 3 clusters
  Score: Raw -1174478.853142 + Penalty 3097.212436 = -1171381.640706
  nChanged 48
		SP:Iteration 19Q (110073.690000 sec): 3 clusters
  Score: Raw -1174484.595857 + Penalty 3097.212436 = -1171387.383421
  nChanged 44
		SP:Iteration 20F (110073.920000 sec): 3 clusters
  Score: Raw -1174489.702043 + Penalty 3097.212436 = -1171392.489607
  nChanged 38
		SP:Iteration 21Q (110074.150000 sec): 3 clusters
  Score: Raw -1174493.782059 + Penalty 3097.212436 = -1171396.569624
  nChanged 35
		SP:Iteration 22Q (110074.390000 sec): 3 clusters
  Score: Raw -1174496.463863 + Penalty 3097.212436 = -1171399.251428
  nChanged 18
		SP:Iteration 23Q (110074.660000 sec): 3 clusters
  Score: Raw -1174498.015313 + Penalty 3097.212436 = -1171400.802877
  nChanged 15
		SP:Iteration 24Q (110074.890000 sec): 3 clusters
  Score: Raw -1174499.662284 + Penalty 3097.212436 = -1171402.449848
  nChanged 27
		SP:Iteration 25Q (110075.170000 sec): 3 clusters
  Score: Raw -1174502.119092 + Penalty 3097.212436 = -1171404.906656
  nChanged 20
		SP:Iteration 26Q (110075.410000 sec): 3 clusters
  Score: Raw -1174504.121310 + Penalty 3097.212436 = -1171406.908874
  nChanged 22
		SP:Iteration 27Q (110075.650000 sec): 3 clusters
  Score: Raw -1174505.904769 + Penalty 3097.212436 = -1171408.692333
  nChanged 16
		SP:Iteration 28Q (110075.910000 sec): 3 clusters
  Score: Raw -1174507.321427 + Penalty 3097.212436 = -1171410.108991
  nChanged 13
		SP:Iteration 29Q (110076.190000 sec): 3 clusters
  Score: Raw -1174508.187012 + Penalty 3097.212436 = -1171410.974576
  nChanged 7
		SP:Iteration 30Q (110076.480000 sec): 3 clusters
  Score: Raw -1174508.701050 + Penalty 3097.212436 = -1171411.488615
  nChanged 6
		SP:Iteration 31Q (110076.730000 sec): 3 clusters
  Score: Raw -1174509.134076 + Penalty 3097.212436 = -1171411.921640
  nChanged 10
		SP:Iteration 32Q (110076.980000 sec): 3 clusters
  Score: Raw -1174509.877769 + Penalty 3097.212436 = -1171412.665333
  nChanged 9
		SP:Iteration 33Q (110077.210000 sec): 3 clusters
  Score: Raw -1174510.531437 + Penalty 3097.212436 = -1171413.319001
  nChanged 8
		SP:Iteration 34Q (110077.490000 sec): 3 clusters
  Score: Raw -1174511.112462 + Penalty 3097.212436 = -1171413.900026
  nChanged 10
		SP:Iteration 35Q (110077.780000 sec): 3 clusters
  Score: Raw -1174511.657808 + Penalty 3097.212436 = -1171414.445372
  nChanged 6
		SP:Iteration 36Q (110078.070000 sec): 3 clusters
  Score: Raw -1174512.093774 + Penalty 3097.212436 = -1171414.881338
  nChanged 4
		SP:Iteration 37Q (110078.320000 sec): 3 clusters
  Score: Raw -1174512.491471 + Penalty 3097.212436 = -1171415.279035
  nChanged 4
		SP:Iteration 38Q (110078.570000 sec): 3 clusters
  Score: Raw -1174512.769290 + Penalty 3097.212436 = -1171415.556855
  nChanged 8
		SP:Iteration 39Q (110078.800000 sec): 3 clusters
  Score: Raw -1174513.189094 + Penalty 3097.212436 = -1171415.976658
  nChanged 3
		SP:Iteration 40F (110079.070000 sec): 3 clusters
  Score: Raw -1174513.390382 + Penalty 3097.212436 = -1171416.177946
  nChanged 1
		SP:Iteration 41Q (110079.240000 sec): 3 clusters
  Score: Raw -1174513.495283 + Penalty 3097.212436 = -1171416.282847
  nChanged 0
		SP:Iteration 42F (110079.520000 sec): 3 clusters
  Score: Raw -1174513.495283 + Penalty 3097.212436 = -1171416.282847
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 9 (23449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110079.700000 sec): 2 clusters
  Score: Raw -2051100.436789 + Penalty 1635.169758 = -2049465.267030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110080.030000 sec): 3 clusters
  Score: Raw -2036777.444204 + Penalty 3270.339517 = -2033507.104687
  nChanged 10741
		SP:Iteration 1F (110080.370000 sec): 3 clusters
  Score: Raw -2042562.796642 + Penalty 3270.339517 = -2039292.457125
  nChanged 1176
		SP:Iteration 2F (110080.680000 sec): 3 clusters
  Score: Raw -2042990.327050 + Penalty 3270.339517 = -2039719.987533
  nChanged 1181
		SP:Iteration 3F (110080.960000 sec): 3 clusters
  Score: Raw -2043483.383667 + Penalty 3270.339517 = -2040213.044150
  nChanged 1336
		SP:Iteration 4F (110081.300000 sec): 3 clusters
  Score: Raw -2044192.491606 + Penalty 3270.339517 = -2040922.152089
  nChanged 1601
		SP:Iteration 5F (110081.610000 sec): 3 clusters
  Score: Raw -2045229.976669 + Penalty 3270.339517 = -2041959.637153
  nChanged 1708
		SP:Iteration 6F (110081.940000 sec): 3 clusters
  Score: Raw -2046435.667843 + Penalty 3270.339517 = -2043165.328326
  nChanged 1572
		SP:Iteration 7F (110082.260000 sec): 3 clusters
  Score: Raw -2047529.842075 + Penalty 3270.339517 = -2044259.502558
  nChanged 1298
		SP:Iteration 8F (110082.540000 sec): 3 clusters
  Score: Raw -2048436.295478 + Penalty 3270.339517 = -2045165.955961
  nChanged 984
		SP:Iteration 9Q (110082.880000 sec): 3 clusters
  Score: Raw -2049128.332915 + Penalty 3270.339517 = -2045857.993398
  nChanged 758
		SP:Iteration 10Q (110083.190000 sec): 3 clusters
  Score: Raw -2049682.142382 + Penalty 3270.339517 = -2046411.802865
  nChanged 582
		SP:Iteration 11Q (110083.500000 sec): 3 clusters
  Score: Raw -2050140.928016 + Penalty 3270.339517 = -2046870.588499
  nChanged 435
		SP:Iteration 12Q (110083.820000 sec): 3 clusters
  Score: Raw -2050515.975789 + Penalty 3270.339517 = -2047245.636272
  nChanged 312
		SP:Iteration 13Q (110084.090000 sec): 3 clusters
  Score: Raw -2050846.079661 + Penalty 3270.339517 = -2047575.740144
  nChanged 249
		SP:Iteration 14Q (110084.400000 sec): 3 clusters
  Score: Raw -2051143.894009 + Penalty 3270.339517 = -2047873.554492
  nChanged 191
		SP:Iteration 15Q (110084.670000 sec): 3 clusters
  Score: Raw -2051336.266046 + Penalty 3270.339517 = -2048065.926529
  nChanged 162
		SP:Iteration 16Q (110084.990000 sec): 3 clusters
  Score: Raw -2051469.705703 + Penalty 3270.339517 = -2048199.366186
  nChanged 120
		SP:Iteration 17Q (110085.250000 sec): 3 clusters
  Score: Raw -2051540.115057 + Penalty 3270.339517 = -2048269.775540
  nChanged 99
		SP:Iteration 18Q (110085.570000 sec): 3 clusters
  Score: Raw -2051595.761022 + Penalty 3270.339517 = -2048325.421505
  nChanged 81
		SP:Iteration 19Q (110085.880000 sec): 3 clusters
  Score: Raw -2051632.992145 + Penalty 3270.339517 = -2048362.652628
  nChanged 85
		SP:Iteration 20F (110086.230000 sec): 3 clusters
  Score: Raw -2051677.627899 + Penalty 3270.339517 = -2048407.288382
  nChanged 72
		SP:Iteration 21Q (110086.540000 sec): 3 clusters
  Score: Raw -2051707.479278 + Penalty 3270.339517 = -2048437.139761
  nChanged 52
		SP:Iteration 22Q (110086.820000 sec): 3 clusters
  Score: Raw -2051726.938628 + Penalty 3270.339517 = -2048456.599111
  nChanged 34
		SP:Iteration 23Q (110087.080000 sec): 3 clusters
  Score: Raw -2051738.387211 + Penalty 3270.339517 = -2048468.047694
  nChanged 32
		SP:Iteration 24Q (110087.430000 sec): 3 clusters
  Score: Raw -2051746.714998 + Penalty 3270.339517 = -2048476.375481
  nChanged 17
		SP:Iteration 25Q (110087.710000 sec): 3 clusters
  Score: Raw -2051750.687562 + Penalty 3270.339517 = -2048480.348045
  nChanged 12
		SP:Iteration 26Q (110088.060000 sec): 3 clusters
  Score: Raw -2051753.501748 + Penalty 3270.339517 = -2048483.162231
  nChanged 8
		SP:Iteration 27Q (110088.310000 sec): 3 clusters
  Score: Raw -2051755.201765 + Penalty 3270.339517 = -2048484.862248
  nChanged 4
		SP:Iteration 28Q (110088.580000 sec): 3 clusters
  Score: Raw -2051756.073086 + Penalty 3270.339517 = -2048485.733569
  nChanged 3
		SP:Iteration 29Q (110088.850000 sec): 3 clusters
  Score: Raw -2051756.726953 + Penalty 3270.339517 = -2048486.387436
  nChanged 5
		SP:Iteration 30Q (110089.110000 sec): 3 clusters
  Score: Raw -2051757.828805 + Penalty 3270.339517 = -2048487.489288
  nChanged 6
		SP:Iteration 31Q (110089.360000 sec): 3 clusters
  Score: Raw -2051758.874242 + Penalty 3270.339517 = -2048488.534725
  nChanged 3
		SP:Iteration 32Q (110089.660000 sec): 3 clusters
  Score: Raw -2051759.295212 + Penalty 3270.339517 = -2048488.955695
  nChanged 1
		SP:Iteration 33Q (110089.930000 sec): 3 clusters
  Score: Raw -2051759.470347 + Penalty 3270.339517 = -2048489.130830
  nChanged 0
		SP:Iteration 34F (110090.250000 sec): 3 clusters
  Score: Raw -2051759.470347 + Penalty 3270.339517 = -2048489.130830
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 10 (16463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110090.400000 sec): 2 clusters
  Score: Raw -1428553.793675 + Penalty 1577.691492 = -1426976.102183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110090.630000 sec): 3 clusters
  Score: Raw -1418702.075964 + Penalty 3155.382983 = -1415546.692981
  nChanged 7372
		SP:Iteration 1F (110090.890000 sec): 3 clusters
  Score: Raw -1422744.876370 + Penalty 3155.382983 = -1419589.493387
  nChanged 989
		SP:Iteration 2F (110091.160000 sec): 3 clusters
  Score: Raw -1423166.404408 + Penalty 3155.382983 = -1420011.021425
  nChanged 920
		SP:Iteration 3F (110091.380000 sec): 3 clusters
  Score: Raw -1423549.707284 + Penalty 3155.382983 = -1420394.324301
  nChanged 878
		SP:Iteration 4F (110091.640000 sec): 3 clusters
  Score: Raw -1423962.534434 + Penalty 3155.382983 = -1420807.151451
  nChanged 949
		SP:Iteration 5F (110091.900000 sec): 3 clusters
  Score: Raw -1424480.258039 + Penalty 3155.382983 = -1421324.875056
  nChanged 992
		SP:Iteration 6F (110092.170000 sec): 3 clusters
  Score: Raw -1425106.404262 + Penalty 3155.382983 = -1421951.021279
  nChanged 1032
		SP:Iteration 7F (110092.430000 sec): 3 clusters
  Score: Raw -1425840.501467 + Penalty 3155.382983 = -1422685.118483
  nChanged 973
		SP:Iteration 8F (110092.730000 sec): 3 clusters
  Score: Raw -1426609.056790 + Penalty 3155.382983 = -1423453.673807
  nChanged 820
		SP:Iteration 9Q (110092.960000 sec): 3 clusters
  Score: Raw -1427221.666216 + Penalty 3155.382983 = -1424066.283232
  nChanged 584
		SP:Iteration 10Q (110093.230000 sec): 3 clusters
  Score: Raw -1427668.356450 + Penalty 3155.382983 = -1424512.973467
  nChanged 430
		SP:Iteration 11Q (110093.500000 sec): 3 clusters
  Score: Raw -1428014.881210 + Penalty 3155.382983 = -1424859.498227
  nChanged 290
		SP:Iteration 12Q (110093.770000 sec): 3 clusters
  Score: Raw -1428229.861848 + Penalty 3155.382983 = -1425074.478865
  nChanged 172
		SP:Iteration 13Q (110094.030000 sec): 3 clusters
  Score: Raw -1428379.574400 + Penalty 3155.382983 = -1425224.191417
  nChanged 134
		SP:Iteration 14Q (110094.280000 sec): 3 clusters
  Score: Raw -1428504.957038 + Penalty 3155.382983 = -1425349.574055
  nChanged 83
		SP:Iteration 15Q (110094.530000 sec): 3 clusters
  Score: Raw -1428584.789797 + Penalty 3155.382983 = -1425429.406814
  nChanged 62
		SP:Iteration 16Q (110094.790000 sec): 3 clusters
  Score: Raw -1428651.163109 + Penalty 3155.382983 = -1425495.780125
  nChanged 40
		SP:Iteration 17Q (110095.060000 sec): 3 clusters
  Score: Raw -1428692.307182 + Penalty 3155.382983 = -1425536.924198
  nChanged 15
		SP:Iteration 18Q (110095.310000 sec): 3 clusters
  Score: Raw -1428711.392564 + Penalty 3155.382983 = -1425556.009581
  nChanged 13
		SP:Iteration 19Q (110095.580000 sec): 3 clusters
  Score: Raw -1428726.719400 + Penalty 3155.382983 = -1425571.336417
  nChanged 10
		SP:Iteration 20F (110095.850000 sec): 3 clusters
  Score: Raw -1428737.021820 + Penalty 3155.382983 = -1425581.638837
  nChanged 7
		SP:Iteration 21Q (110096.110000 sec): 3 clusters
  Score: Raw -1428745.544364 + Penalty 3155.382983 = -1425590.161381
  nChanged 6
		SP:Iteration 22Q (110096.370000 sec): 3 clusters
  Score: Raw -1428753.559304 + Penalty 3155.382983 = -1425598.176321
  nChanged 5
		SP:Iteration 23Q (110096.640000 sec): 3 clusters
  Score: Raw -1428763.724924 + Penalty 3155.382983 = -1425608.341941
  nChanged 9
		SP:Iteration 24Q (110096.900000 sec): 3 clusters
  Score: Raw -1428775.176287 + Penalty 3155.382983 = -1425619.793304
  nChanged 7
		SP:Iteration 25Q (110097.210000 sec): 3 clusters
  Score: Raw -1428781.375875 + Penalty 3155.382983 = -1425625.992892
  nChanged 2
		SP:Iteration 26Q (110097.490000 sec): 3 clusters
  Score: Raw -1428783.653729 + Penalty 3155.382983 = -1425628.270745
  nChanged 1
		SP:Iteration 27Q (110097.760000 sec): 3 clusters
  Score: Raw -1428784.503442 + Penalty 3155.382983 = -1425629.120459
  nChanged 2
		SP:Iteration 28Q (110098.040000 sec): 3 clusters
  Score: Raw -1428788.477463 + Penalty 3155.382983 = -1425633.094479
  nChanged 2
		SP:Iteration 29Q (110098.310000 sec): 3 clusters
  Score: Raw -1428792.677677 + Penalty 3155.382983 = -1425637.294693
  nChanged 1
		SP:Iteration 30Q (110098.590000 sec): 3 clusters
  Score: Raw -1428794.306136 + Penalty 3155.382983 = -1425638.923153
  nChanged 0
		SP:Iteration 31F (110098.870000 sec): 3 clusters
  Score: Raw -1428794.306136 + Penalty 3155.382983 = -1425638.923153
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 11 (82056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110099.320000 sec): 2 clusters
  Score: Raw -7314486.308345 + Penalty 1838.713048 = -7312647.595297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110100.020000 sec): 3 clusters
  Score: Raw -7261416.311580 + Penalty 3677.426096 = -7257738.885484
  nChanged 39057
		SP:Iteration 1F (110100.650000 sec): 3 clusters
  Score: Raw -7284295.984855 + Penalty 3677.426096 = -7280618.558758
  nChanged 2699
		SP:Iteration 2Q (110101.450000 sec): 3 clusters
  Score: Raw -7285023.719138 + Penalty 3677.426096 = -7281346.293042
  nChanged 2837
		SP:Iteration 3Q (110102.190000 sec): 3 clusters
  Score: Raw -7285885.990613 + Penalty 3677.426096 = -7282208.564516
  nChanged 2989
		SP:Iteration 4Q (110102.920000 sec): 3 clusters
  Score: Raw -7286905.475379 + Penalty 3677.426096 = -7283228.049282
  nChanged 3322
		SP:Iteration 5Q (110103.570000 sec): 3 clusters
  Score: Raw -7288130.473633 + Penalty 3677.426096 = -7284453.047537
  nChanged 3858
		SP:Iteration 6Q (110104.310000 sec): 3 clusters
  Score: Raw -7289836.478217 + Penalty 3677.426096 = -7286159.052121
  nChanged 4715
		SP:Iteration 7F (110104.930000 sec): 3 clusters
  Score: Raw -7292437.084394 + Penalty 3677.426096 = -7288759.658297
  nChanged 5713
		SP:Iteration 8F (110105.520000 sec): 3 clusters
  Score: Raw -7296277.217926 + Penalty 3677.426096 = -7292599.791830
  nChanged 6122
		SP:Iteration 9F (110106.200000 sec): 3 clusters
  Score: Raw -7300661.655973 + Penalty 3677.426096 = -7296984.229876
  nChanged 5348
		SP:Iteration 10F (110106.890000 sec): 3 clusters
  Score: Raw -7304397.825632 + Penalty 3677.426096 = -7300720.399535
  nChanged 4116
		SP:Iteration 11F (110107.530000 sec): 3 clusters
  Score: Raw -7307174.957075 + Penalty 3677.426096 = -7303497.530978
  nChanged 3164
		SP:Iteration 12Q (110108.270000 sec): 3 clusters
  Score: Raw -7309369.069797 + Penalty 3677.426096 = -7305691.643701
  nChanged 2505
		SP:Iteration 13Q (110109.050000 sec): 3 clusters
  Score: Raw -7311150.111213 + Penalty 3677.426096 = -7307472.685117
  nChanged 1876
		SP:Iteration 14Q (110109.840000 sec): 3 clusters
  Score: Raw -7312478.579831 + Penalty 3677.426096 = -7308801.153735
  nChanged 1345
		SP:Iteration 15Q (110110.580000 sec): 3 clusters
  Score: Raw -7313433.942277 + Penalty 3677.426096 = -7309756.516181
  nChanged 843
		SP:Iteration 16Q (110111.270000 sec): 3 clusters
  Score: Raw -7314015.292487 + Penalty 3677.426096 = -7310337.866390
  nChanged 492
		SP:Iteration 17Q (110111.980000 sec): 3 clusters
  Score: Raw -7314342.161178 + Penalty 3677.426096 = -7310664.735081
  nChanged 267
		SP:Iteration 18Q (110112.690000 sec): 3 clusters
  Score: Raw -7314516.455291 + Penalty 3677.426096 = -7310839.029194
  nChanged 159
		SP:Iteration 19Q (110113.390000 sec): 3 clusters
  Score: Raw -7314615.391561 + Penalty 3677.426096 = -7310937.965465
  nChanged 87
		SP:Iteration 20F (110114.140000 sec): 3 clusters
  Score: Raw -7314670.242675 + Penalty 3677.426096 = -7310992.816578
  nChanged 74
		SP:Iteration 21Q (110114.830000 sec): 3 clusters
  Score: Raw -7314722.377433 + Penalty 3677.426096 = -7311044.951336
  nChanged 42
		SP:Iteration 22Q (110115.500000 sec): 3 clusters
  Score: Raw -7314744.559696 + Penalty 3677.426096 = -7311067.133600
  nChanged 22
		SP:Iteration 23Q (110116.230000 sec): 3 clusters
  Score: Raw -7314758.027581 + Penalty 3677.426096 = -7311080.601484
  nChanged 23
		SP:Iteration 24Q (110116.950000 sec): 3 clusters
  Score: Raw -7314769.925991 + Penalty 3677.426096 = -7311092.499895
  nChanged 13
		SP:Iteration 25Q (110117.670000 sec): 3 clusters
  Score: Raw -7314778.508410 + Penalty 3677.426096 = -7311101.082314
  nChanged 9
		SP:Iteration 26Q (110118.350000 sec): 3 clusters
  Score: Raw -7314784.447047 + Penalty 3677.426096 = -7311107.020951
  nChanged 10
		SP:Iteration 27Q (110119.070000 sec): 3 clusters
  Score: Raw -7314791.342659 + Penalty 3677.426096 = -7311113.916562
  nChanged 13
		SP:Iteration 28Q (110119.750000 sec): 3 clusters
  Score: Raw -7314801.743627 + Penalty 3677.426096 = -7311124.317530
  nChanged 16
		SP:Iteration 29Q (110120.420000 sec): 3 clusters
  Score: Raw -7314812.432557 + Penalty 3677.426096 = -7311135.006460
  nChanged 12
		SP:Iteration 30Q (110121.150000 sec): 3 clusters
  Score: Raw -7314820.078789 + Penalty 3677.426096 = -7311142.652692
  nChanged 7
		SP:Iteration 31Q (110121.870000 sec): 3 clusters
  Score: Raw -7314824.943079 + Penalty 3677.426096 = -7311147.516982
  nChanged 9
		SP:Iteration 32Q (110122.550000 sec): 3 clusters
  Score: Raw -7314830.263725 + Penalty 3677.426096 = -7311152.837629
  nChanged 5
		SP:Iteration 33Q (110123.230000 sec): 3 clusters
  Score: Raw -7314833.121383 + Penalty 3677.426096 = -7311155.695286
  nChanged 6
		SP:Iteration 34Q (110123.890000 sec): 3 clusters
  Score: Raw -7314836.869912 + Penalty 3677.426096 = -7311159.443816
  nChanged 3
		SP:Iteration 35Q (110124.570000 sec): 3 clusters
  Score: Raw -7314838.998392 + Penalty 3677.426096 = -7311161.572296
  nChanged 3
		SP:Iteration 36Q (110125.300000 sec): 3 clusters
  Score: Raw -7314840.274834 + Penalty 3677.426096 = -7311162.848737
  nChanged 2
		SP:Iteration 37Q (110125.970000 sec): 3 clusters
  Score: Raw -7314842.090084 + Penalty 3677.426096 = -7311164.663987
  nChanged 3
		SP:Iteration 38Q (110126.690000 sec): 3 clusters
  Score: Raw -7314844.072351 + Penalty 3677.426096 = -7311166.646254
  nChanged 2
		SP:Iteration 39Q (110127.360000 sec): 3 clusters
  Score: Raw -7314846.201193 + Penalty 3677.426096 = -7311168.775097
  nChanged 2
		SP:Iteration 40F (110128.100000 sec): 3 clusters
  Score: Raw -7314848.747612 + Penalty 3677.426096 = -7311171.321516
  nChanged 4
		SP:Iteration 41Q (110128.860000 sec): 3 clusters
  Score: Raw -7314852.549993 + Penalty 3677.426096 = -7311175.123897
  nChanged 2
		SP:Iteration 42Q (110129.580000 sec): 3 clusters
  Score: Raw -7314853.153684 + Penalty 3677.426096 = -7311175.727587
  nChanged 2
		SP:Iteration 43Q (110130.260000 sec): 3 clusters
  Score: Raw -7314854.244107 + Penalty 3677.426096 = -7311176.818010
  nChanged 0
		SP:Iteration 44F (110130.970000 sec): 3 clusters
  Score: Raw -7314854.244107 + Penalty 3677.426096 = -7311176.818010
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 12 (2560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110131.050000 sec): 2 clusters
  Score: Raw -217171.568115 + Penalty 1275.261412 = -215896.306702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110131.220000 sec): 3 clusters
  Score: Raw -215988.732966 + Penalty 2550.522825 = -213438.210142
  nChanged 979
		SP:Iteration 1F (110131.400000 sec): 3 clusters
  Score: Raw -216549.549312 + Penalty 2550.522825 = -213999.026487
  nChanged 185
		SP:Iteration 2F (110131.570000 sec): 3 clusters
  Score: Raw -216656.372562 + Penalty 2550.522825 = -214105.849737
  nChanged 123
		SP:Iteration 3Q (110131.750000 sec): 3 clusters
  Score: Raw -216730.564884 + Penalty 2550.522825 = -214180.042059
  nChanged 113
		SP:Iteration 4Q (110131.930000 sec): 3 clusters
  Score: Raw -216799.746009 + Penalty 2550.522825 = -214249.223184
  nChanged 87
		SP:Iteration 5Q (110132.100000 sec): 3 clusters
  Score: Raw -216853.766018 + Penalty 2550.522825 = -214303.243193
  nChanged 86
		SP:Iteration 6Q (110132.280000 sec): 3 clusters
  Score: Raw -216910.483080 + Penalty 2550.522825 = -214359.960255
  nChanged 64
		SP:Iteration 7Q (110132.450000 sec): 3 clusters
  Score: Raw -216937.935678 + Penalty 2550.522825 = -214387.412853
  nChanged 41
		SP:Iteration 8Q (110132.630000 sec): 3 clusters
  Score: Raw -216957.451053 + Penalty 2550.522825 = -214406.928228
  nChanged 31
		SP:Iteration 9Q (110132.810000 sec): 3 clusters
  Score: Raw -216973.333972 + Penalty 2550.522825 = -214422.811147
  nChanged 26
		SP:Iteration 10Q (110132.980000 sec): 3 clusters
  Score: Raw -216984.106596 + Penalty 2550.522825 = -214433.583772
  nChanged 17
		SP:Iteration 11Q (110133.160000 sec): 3 clusters
  Score: Raw -216992.063198 + Penalty 2550.522825 = -214441.540373
  nChanged 18
		SP:Iteration 12Q (110133.330000 sec): 3 clusters
  Score: Raw -217002.982937 + Penalty 2550.522825 = -214452.460112
  nChanged 18
		SP:Iteration 13Q (110133.510000 sec): 3 clusters
  Score: Raw -217014.224994 + Penalty 2550.522825 = -214463.702169
  nChanged 26
		SP:Iteration 14Q (110133.690000 sec): 3 clusters
  Score: Raw -217028.037746 + Penalty 2550.522825 = -214477.514921
  nChanged 24
		SP:Iteration 15Q (110133.860000 sec): 3 clusters
  Score: Raw -217038.960399 + Penalty 2550.522825 = -214488.437574
  nChanged 32
		SP:Iteration 16Q (110134.040000 sec): 3 clusters
  Score: Raw -217055.926014 + Penalty 2550.522825 = -214505.403189
  nChanged 26
		SP:Iteration 17Q (110134.210000 sec): 3 clusters
  Score: Raw -217072.420690 + Penalty 2550.522825 = -214521.897865
  nChanged 34
		SP:Iteration 18Q (110134.390000 sec): 3 clusters
  Score: Raw -217095.468404 + Penalty 2550.522825 = -214544.945579
  nChanged 32
		SP:Iteration 19Q (110134.570000 sec): 3 clusters
  Score: Raw -217113.673240 + Penalty 2550.522825 = -214563.150416
  nChanged 30
		SP:Iteration 20F (110134.740000 sec): 3 clusters
  Score: Raw -217132.634268 + Penalty 2550.522825 = -214582.111443
  nChanged 30
		SP:Iteration 21Q (110134.920000 sec): 3 clusters
  Score: Raw -217148.581992 + Penalty 2550.522825 = -214598.059168
  nChanged 32
		SP:Iteration 22Q (110135.090000 sec): 3 clusters
  Score: Raw -217164.916970 + Penalty 2550.522825 = -214614.394146
  nChanged 28
		SP:Iteration 23Q (110135.270000 sec): 3 clusters
  Score: Raw -217179.927858 + Penalty 2550.522825 = -214629.405033
  nChanged 26
		SP:Iteration 24Q (110135.440000 sec): 3 clusters
  Score: Raw -217192.868192 + Penalty 2550.522825 = -214642.345368
  nChanged 26
		SP:Iteration 25Q (110135.610000 sec): 3 clusters
  Score: Raw -217203.226643 + Penalty 2550.522825 = -214652.703818
  nChanged 18
		SP:Iteration 26Q (110135.790000 sec): 3 clusters
  Score: Raw -217213.474536 + Penalty 2550.522825 = -214662.951711
  nChanged 15
		SP:Iteration 27Q (110135.960000 sec): 3 clusters
  Score: Raw -217222.610597 + Penalty 2550.522825 = -214672.087772
  nChanged 19
		SP:Iteration 28Q (110136.130000 sec): 3 clusters
  Score: Raw -217231.102594 + Penalty 2550.522825 = -214680.579770
  nChanged 16
		SP:Iteration 29Q (110136.310000 sec): 3 clusters
  Score: Raw -217237.375384 + Penalty 2550.522825 = -214686.852559
  nChanged 13
		SP:Iteration 30Q (110136.480000 sec): 3 clusters
  Score: Raw -217243.536999 + Penalty 2550.522825 = -214693.014174
  nChanged 10
		SP:Iteration 31Q (110136.650000 sec): 3 clusters
  Score: Raw -217248.052483 + Penalty 2550.522825 = -214697.529658
  nChanged 7
		SP:Iteration 32Q (110136.830000 sec): 3 clusters
  Score: Raw -217250.375947 + Penalty 2550.522825 = -214699.853123
  nChanged 9
		SP:Iteration 33Q (110137.000000 sec): 3 clusters
  Score: Raw -217253.447850 + Penalty 2550.522825 = -214702.925025
  nChanged 5
		SP:Iteration 34Q (110137.170000 sec): 3 clusters
  Score: Raw -217254.803176 + Penalty 2550.522825 = -214704.280351
  nChanged 3
		SP:Iteration 35Q (110137.350000 sec): 3 clusters
  Score: Raw -217255.799329 + Penalty 2550.522825 = -214705.276505
  nChanged 2
		SP:Iteration 36Q (110137.530000 sec): 3 clusters
  Score: Raw -217256.898531 + Penalty 2550.522825 = -214706.375706
  nChanged 4
		SP:Iteration 37Q (110137.700000 sec): 3 clusters
  Score: Raw -217258.579150 + Penalty 2550.522825 = -214708.056326
  nChanged 1
		SP:Iteration 38Q (110137.880000 sec): 3 clusters
  Score: Raw -217259.111150 + Penalty 2550.522825 = -214708.588325
  nChanged 3
		SP:Iteration 39Q (110138.050000 sec): 3 clusters
  Score: Raw -217260.721892 + Penalty 2550.522825 = -214710.199067
  nChanged 6
		SP:Iteration 40F (110138.220000 sec): 3 clusters
  Score: Raw -217262.883653 + Penalty 2550.522825 = -214712.360828
  nChanged 10
		SP:Iteration 41Q (110138.390000 sec): 3 clusters
  Score: Raw -217266.888556 + Penalty 2550.522825 = -214716.365732
  nChanged 8
		SP:Iteration 42Q (110138.560000 sec): 3 clusters
  Score: Raw -217269.420602 + Penalty 2550.522825 = -214718.897777
  nChanged 5
		SP:Iteration 43Q (110138.740000 sec): 3 clusters
  Score: Raw -217271.807113 + Penalty 2550.522825 = -214721.284288
  nChanged 4
		SP:Iteration 44Q (110138.910000 sec): 3 clusters
  Score: Raw -217273.623309 + Penalty 2550.522825 = -214723.100484
  nChanged 8
		SP:Iteration 45Q (110139.090000 sec): 3 clusters
  Score: Raw -217276.905395 + Penalty 2550.522825 = -214726.382570
  nChanged 7
		SP:Iteration 46Q (110139.260000 sec): 3 clusters
  Score: Raw -217278.613914 + Penalty 2550.522825 = -214728.091089
  nChanged 2
		SP:Iteration 47Q (110139.430000 sec): 3 clusters
  Score: Raw -217279.989107 + Penalty 2550.522825 = -214729.466282
  nChanged 8
		SP:Iteration 48Q (110139.610000 sec): 3 clusters
  Score: Raw -217285.494342 + Penalty 2550.522825 = -214734.971517
  nChanged 12
		SP:Iteration 49Q (110139.780000 sec): 3 clusters
  Score: Raw -217289.914375 + Penalty 2550.522825 = -214739.391550
  nChanged 10
		SP:Iteration 50Q (110139.960000 sec): 3 clusters
  Score: Raw -217293.961750 + Penalty 2550.522825 = -214743.438926
  nChanged 7
		SP:Iteration 51Q (110140.130000 sec): 3 clusters
  Score: Raw -217297.286556 + Penalty 2550.522825 = -214746.763731
  nChanged 8
		SP:Iteration 52Q (110140.300000 sec): 3 clusters
  Score: Raw -217300.414479 + Penalty 2550.522825 = -214749.891654
  nChanged 7
		SP:Iteration 53Q (110140.480000 sec): 3 clusters
  Score: Raw -217304.580273 + Penalty 2550.522825 = -214754.057449
  nChanged 11
		SP:Iteration 54Q (110140.650000 sec): 3 clusters
  Score: Raw -217311.250428 + Penalty 2550.522825 = -214760.727603
  nChanged 12
		SP:Iteration 55Q (110140.820000 sec): 3 clusters
  Score: Raw -217317.534768 + Penalty 2550.522825 = -214767.011944
  nChanged 11
		SP:Iteration 56Q (110141.000000 sec): 3 clusters
  Score: Raw -217322.994194 + Penalty 2550.522825 = -214772.471370
  nChanged 12
		SP:Iteration 57Q (110141.170000 sec): 3 clusters
  Score: Raw -217327.993830 + Penalty 2550.522825 = -214777.471006
  nChanged 4
		SP:Iteration 58Q (110141.340000 sec): 3 clusters
  Score: Raw -217330.283950 + Penalty 2550.522825 = -214779.761126
  nChanged 3
		SP:Iteration 59Q (110141.520000 sec): 3 clusters
  Score: Raw -217331.307269 + Penalty 2550.522825 = -214780.784444
  nChanged 3
		SP:Iteration 60F (110141.690000 sec): 3 clusters
  Score: Raw -217332.522026 + Penalty 2550.522825 = -214781.999201
  nChanged 5
		SP:Iteration 61Q (110141.860000 sec): 3 clusters
  Score: Raw -217334.876341 + Penalty 2550.522825 = -214784.353517
  nChanged 1
		SP:Iteration 62Q (110142.030000 sec): 3 clusters
  Score: Raw -217334.979342 + Penalty 2550.522825 = -214784.456517
  nChanged 1
		SP:Iteration 63Q (110142.210000 sec): 3 clusters
  Score: Raw -217335.060094 + Penalty 2550.522825 = -214784.537270
  nChanged 0
		SP:Iteration 64F (110142.390000 sec): 3 clusters
  Score: Raw -217335.060094 + Penalty 2550.522825 = -214784.537270
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 13 (5116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110142.510000 sec): 2 clusters
  Score: Raw -403806.889288 + Penalty 1387.770826 = -402419.118461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110142.690000 sec): 3 clusters
  Score: Raw -401102.769970 + Penalty 2775.541653 = -398327.228317
  nChanged 2059
		SP:Iteration 1F (110142.860000 sec): 3 clusters
  Score: Raw -402251.762269 + Penalty 2775.541653 = -399476.220616
  nChanged 406
		SP:Iteration 2F (110143.030000 sec): 3 clusters
  Score: Raw -402487.128236 + Penalty 2775.541653 = -399711.586583
  nChanged 303
		SP:Iteration 3F (110143.210000 sec): 3 clusters
  Score: Raw -402663.384697 + Penalty 2775.541653 = -399887.843045
  nChanged 254
		SP:Iteration 4Q (110143.380000 sec): 3 clusters
  Score: Raw -402845.721616 + Penalty 2775.541653 = -400070.179963
  nChanged 264
		SP:Iteration 5F (110143.550000 sec): 3 clusters
  Score: Raw -403054.058151 + Penalty 2775.541653 = -400278.516498
  nChanged 267
		SP:Iteration 6F (110143.720000 sec): 3 clusters
  Score: Raw -403278.406599 + Penalty 2775.541653 = -400502.864946
  nChanged 273
		SP:Iteration 7F (110143.900000 sec): 3 clusters
  Score: Raw -403491.277592 + Penalty 2775.541653 = -400715.735939
  nChanged 265
		SP:Iteration 8F (110144.070000 sec): 3 clusters
  Score: Raw -403705.824573 + Penalty 2775.541653 = -400930.282920
  nChanged 265
		SP:Iteration 9F (110144.240000 sec): 3 clusters
  Score: Raw -403932.909292 + Penalty 2775.541653 = -401157.367640
  nChanged 235
		SP:Iteration 10Q (110144.410000 sec): 3 clusters
  Score: Raw -404140.450286 + Penalty 2775.541653 = -401364.908633
  nChanged 204
		SP:Iteration 11Q (110144.590000 sec): 3 clusters
  Score: Raw -404287.217876 + Penalty 2775.541653 = -401511.676223
  nChanged 148
		SP:Iteration 12Q (110144.760000 sec): 3 clusters
  Score: Raw -404395.548696 + Penalty 2775.541653 = -401620.007043
  nChanged 124
		SP:Iteration 13Q (110144.930000 sec): 3 clusters
  Score: Raw -404482.047085 + Penalty 2775.541653 = -401706.505432
  nChanged 90
		SP:Iteration 14Q (110145.110000 sec): 3 clusters
  Score: Raw -404528.527678 + Penalty 2775.541653 = -401752.986025
  nChanged 51
		SP:Iteration 15Q (110145.280000 sec): 3 clusters
  Score: Raw -404557.165145 + Penalty 2775.541653 = -401781.623493
  nChanged 45
		SP:Iteration 16Q (110145.500000 sec): 3 clusters
  Score: Raw -404579.746715 + Penalty 2775.541653 = -401804.205062
  nChanged 37
		SP:Iteration 17Q (110145.670000 sec): 3 clusters
  Score: Raw -404600.398390 + Penalty 2775.541653 = -401824.856737
  nChanged 32
		SP:Iteration 18Q (110145.810000 sec): 3 clusters
  Score: Raw -404615.850654 + Penalty 2775.541653 = -401840.309001
  nChanged 24
		SP:Iteration 19Q (110145.990000 sec): 3 clusters
  Score: Raw -404624.170707 + Penalty 2775.541653 = -401848.629054
  nChanged 21
		SP:Iteration 20F (110146.160000 sec): 3 clusters
  Score: Raw -404629.639341 + Penalty 2775.541653 = -401854.097688
  nChanged 13
		SP:Iteration 21Q (110146.340000 sec): 3 clusters
  Score: Raw -404633.921865 + Penalty 2775.541653 = -401858.380212
  nChanged 14
		SP:Iteration 22Q (110146.510000 sec): 3 clusters
  Score: Raw -404638.950927 + Penalty 2775.541653 = -401863.409274
  nChanged 16
		SP:Iteration 23Q (110146.680000 sec): 3 clusters
  Score: Raw -404644.526275 + Penalty 2775.541653 = -401868.984622
  nChanged 20
		SP:Iteration 24Q (110146.850000 sec): 3 clusters
  Score: Raw -404654.857126 + Penalty 2775.541653 = -401879.315473
  nChanged 29
		SP:Iteration 25Q (110147.030000 sec): 3 clusters
  Score: Raw -404666.107655 + Penalty 2775.541653 = -401890.566003
  nChanged 27
		SP:Iteration 26Q (110147.240000 sec): 3 clusters
  Score: Raw -404676.428472 + Penalty 2775.541653 = -401900.886819
  nChanged 24
		SP:Iteration 27Q (110147.420000 sec): 3 clusters
  Score: Raw -404684.627535 + Penalty 2775.541653 = -401909.085882
  nChanged 20
		SP:Iteration 28Q (110147.600000 sec): 3 clusters
  Score: Raw -404692.730429 + Penalty 2775.541653 = -401917.188776
  nChanged 20
		SP:Iteration 29Q (110147.740000 sec): 3 clusters
  Score: Raw -404699.938585 + Penalty 2775.541653 = -401924.396933
  nChanged 12
		SP:Iteration 30Q (110147.910000 sec): 3 clusters
  Score: Raw -404703.017632 + Penalty 2775.541653 = -401927.475979
  nChanged 10
		SP:Iteration 31Q (110148.090000 sec): 3 clusters
  Score: Raw -404705.576512 + Penalty 2775.541653 = -401930.034859
  nChanged 6
		SP:Iteration 32Q (110148.260000 sec): 3 clusters
  Score: Raw -404706.723428 + Penalty 2775.541653 = -401931.181775
  nChanged 5
		SP:Iteration 33Q (110148.440000 sec): 3 clusters
  Score: Raw -404708.241815 + Penalty 2775.541653 = -401932.700162
  nChanged 5
		SP:Iteration 34Q (110148.610000 sec): 3 clusters
  Score: Raw -404709.387820 + Penalty 2775.541653 = -401933.846167
  nChanged 3
		SP:Iteration 35Q (110148.780000 sec): 3 clusters
  Score: Raw -404709.917415 + Penalty 2775.541653 = -401934.375762
  nChanged 2
		SP:Iteration 36Q (110148.960000 sec): 3 clusters
  Score: Raw -404710.191210 + Penalty 2775.541653 = -401934.649557
  nChanged 0
		SP:Iteration 37F (110149.130000 sec): 3 clusters
  Score: Raw -404710.191210 + Penalty 2775.541653 = -401934.649557
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 14 (7324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110149.220000 sec): 2 clusters
  Score: Raw -622229.429546 + Penalty 1446.073185 = -620783.356361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110149.430000 sec): 3 clusters
  Score: Raw -618246.126084 + Penalty 2892.146369 = -615353.979715
  nChanged 3063
		SP:Iteration 1F (110149.630000 sec): 3 clusters
  Score: Raw -620019.271760 + Penalty 2892.146369 = -617127.125391
  nChanged 552
		SP:Iteration 2F (110149.830000 sec): 3 clusters
  Score: Raw -620331.463475 + Penalty 2892.146369 = -617439.317106
  nChanged 475
		SP:Iteration 3F (110150.030000 sec): 3 clusters
  Score: Raw -620610.681951 + Penalty 2892.146369 = -617718.535582
  nChanged 407
		SP:Iteration 4F (110150.230000 sec): 3 clusters
  Score: Raw -620864.476641 + Penalty 2892.146369 = -617972.330272
  nChanged 372
		SP:Iteration 5F (110150.430000 sec): 3 clusters
  Score: Raw -621090.616038 + Penalty 2892.146369 = -618198.469669
  nChanged 301
		SP:Iteration 6Q (110150.620000 sec): 3 clusters
  Score: Raw -621251.459110 + Penalty 2892.146369 = -618359.312741
  nChanged 256
		SP:Iteration 7Q (110150.810000 sec): 3 clusters
  Score: Raw -621381.116155 + Penalty 2892.146369 = -618488.969786
  nChanged 211
		SP:Iteration 8Q (110151.000000 sec): 3 clusters
  Score: Raw -621488.565505 + Penalty 2892.146369 = -618596.419135
  nChanged 187
		SP:Iteration 9Q (110151.190000 sec): 3 clusters
  Score: Raw -621572.854722 + Penalty 2892.146369 = -618680.708353
  nChanged 160
		SP:Iteration 10Q (110151.380000 sec): 3 clusters
  Score: Raw -621638.271848 + Penalty 2892.146369 = -618746.125478
  nChanged 135
		SP:Iteration 11Q (110151.570000 sec): 3 clusters
  Score: Raw -621698.457100 + Penalty 2892.146369 = -618806.310731
  nChanged 147
		SP:Iteration 12Q (110151.760000 sec): 3 clusters
  Score: Raw -621758.900198 + Penalty 2892.146369 = -618866.753828
  nChanged 122
		SP:Iteration 13Q (110151.950000 sec): 3 clusters
  Score: Raw -621808.886132 + Penalty 2892.146369 = -618916.739763
  nChanged 115
		SP:Iteration 14Q (110152.140000 sec): 3 clusters
  Score: Raw -621853.518939 + Penalty 2892.146369 = -618961.372569
  nChanged 100
		SP:Iteration 15Q (110152.330000 sec): 3 clusters
  Score: Raw -621891.294836 + Penalty 2892.146369 = -618999.148466
  nChanged 96
		SP:Iteration 16Q (110152.520000 sec): 3 clusters
  Score: Raw -621925.701660 + Penalty 2892.146369 = -619033.555291
  nChanged 81
		SP:Iteration 17Q (110152.710000 sec): 3 clusters
  Score: Raw -621949.240172 + Penalty 2892.146369 = -619057.093803
  nChanged 62
		SP:Iteration 18Q (110152.900000 sec): 3 clusters
  Score: Raw -621967.434318 + Penalty 2892.146369 = -619075.287948
  nChanged 54
		SP:Iteration 19Q (110153.080000 sec): 3 clusters
  Score: Raw -621986.571589 + Penalty 2892.146369 = -619094.425220
  nChanged 66
		SP:Iteration 20F (110153.260000 sec): 3 clusters
  Score: Raw -622006.173828 + Penalty 2892.146369 = -619114.027459
  nChanged 42
		SP:Iteration 21Q (110153.450000 sec): 3 clusters
  Score: Raw -622017.936683 + Penalty 2892.146369 = -619125.790313
  nChanged 34
		SP:Iteration 22Q (110153.620000 sec): 3 clusters
  Score: Raw -622026.360158 + Penalty 2892.146369 = -619134.213789
  nChanged 34
		SP:Iteration 23Q (110153.790000 sec): 3 clusters
  Score: Raw -622033.883513 + Penalty 2892.146369 = -619141.737144
  nChanged 26
		SP:Iteration 24Q (110153.990000 sec): 3 clusters
  Score: Raw -622039.391706 + Penalty 2892.146369 = -619147.245336
  nChanged 20
		SP:Iteration 25Q (110154.190000 sec): 3 clusters
  Score: Raw -622043.231655 + Penalty 2892.146369 = -619151.085286
  nChanged 12
		SP:Iteration 26Q (110154.380000 sec): 3 clusters
  Score: Raw -622045.534624 + Penalty 2892.146369 = -619153.388255
  nChanged 18
		SP:Iteration 27Q (110154.550000 sec): 3 clusters
  Score: Raw -622048.926315 + Penalty 2892.146369 = -619156.779946
  nChanged 15
		SP:Iteration 28Q (110154.780000 sec): 3 clusters
  Score: Raw -622052.547210 + Penalty 2892.146369 = -619160.400840
  nChanged 18
		SP:Iteration 29Q (110154.970000 sec): 3 clusters
  Score: Raw -622056.048864 + Penalty 2892.146369 = -619163.902495
  nChanged 20
		SP:Iteration 30Q (110155.210000 sec): 3 clusters
  Score: Raw -622060.140245 + Penalty 2892.146369 = -619167.993876
  nChanged 10
		SP:Iteration 31Q (110155.400000 sec): 3 clusters
  Score: Raw -622061.452636 + Penalty 2892.146369 = -619169.306267
  nChanged 5
		SP:Iteration 32Q (110155.600000 sec): 3 clusters
  Score: Raw -622062.271095 + Penalty 2892.146369 = -619170.124726
  nChanged 6
		SP:Iteration 33Q (110155.830000 sec): 3 clusters
  Score: Raw -622063.016847 + Penalty 2892.146369 = -619170.870477
  nChanged 6
		SP:Iteration 34Q (110156.020000 sec): 3 clusters
  Score: Raw -622064.031816 + Penalty 2892.146369 = -619171.885446
  nChanged 4
		SP:Iteration 35Q (110156.200000 sec): 3 clusters
  Score: Raw -622064.529634 + Penalty 2892.146369 = -619172.383264
  nChanged 4
		SP:Iteration 36Q (110156.400000 sec): 3 clusters
  Score: Raw -622065.566836 + Penalty 2892.146369 = -619173.420467
  nChanged 6
		SP:Iteration 37Q (110156.580000 sec): 3 clusters
  Score: Raw -622066.196510 + Penalty 2892.146369 = -619174.050141
  nChanged 3
		SP:Iteration 38Q (110156.790000 sec): 3 clusters
  Score: Raw -622066.500373 + Penalty 2892.146369 = -619174.354004
  nChanged 2
		SP:Iteration 39Q (110156.980000 sec): 3 clusters
  Score: Raw -622066.868360 + Penalty 2892.146369 = -619174.721990
  nChanged 2
		SP:Iteration 40F (110157.180000 sec): 3 clusters
  Score: Raw -622067.250047 + Penalty 2892.146369 = -619175.103678
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 15 (43291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110157.480000 sec): 2 clusters
  Score: Raw -3821517.968087 + Penalty 1734.801257 = -3819783.166831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110157.940000 sec): 3 clusters
  Score: Raw -3794126.233761 + Penalty 3469.602513 = -3790656.631247
  nChanged 20204
		SP:Iteration 1F (110158.390000 sec): 3 clusters
  Score: Raw -3805658.753962 + Penalty 3469.602513 = -3802189.151449
  nChanged 1912
		SP:Iteration 2Q (110158.940000 sec): 3 clusters
  Score: Raw -3806338.780187 + Penalty 3469.602513 = -3802869.177674
  nChanged 2063
		SP:Iteration 3Q (110159.420000 sec): 3 clusters
  Score: Raw -3807314.008338 + Penalty 3469.602513 = -3803844.405825
  nChanged 2591
		SP:Iteration 4F (110159.900000 sec): 3 clusters
  Score: Raw -3808862.918156 + Penalty 3469.602513 = -3805393.315643
  nChanged 3204
		SP:Iteration 5F (110160.270000 sec): 3 clusters
  Score: Raw -3811272.837571 + Penalty 3469.602513 = -3807803.235058
  nChanged 3608
		SP:Iteration 6F (110160.650000 sec): 3 clusters
  Score: Raw -3814387.373647 + Penalty 3469.602513 = -3810917.771134
  nChanged 3229
		SP:Iteration 7F (110161.030000 sec): 3 clusters
  Score: Raw -3817342.692417 + Penalty 3469.602513 = -3813873.089904
  nChanged 2188
		SP:Iteration 8F (110161.410000 sec): 3 clusters
  Score: Raw -3819350.966081 + Penalty 3469.602513 = -3815881.363568
  nChanged 1299
		SP:Iteration 9Q (110161.870000 sec): 3 clusters
  Score: Raw -3820610.709282 + Penalty 3469.602513 = -3817141.106769
  nChanged 719
		SP:Iteration 10Q (110162.310000 sec): 3 clusters
  Score: Raw -3821372.489049 + Penalty 3469.602513 = -3817902.886536
  nChanged 423
		SP:Iteration 11Q (110162.760000 sec): 3 clusters
  Score: Raw -3821775.850102 + Penalty 3469.602513 = -3818306.247589
  nChanged 280
		SP:Iteration 12Q (110163.260000 sec): 3 clusters
  Score: Raw -3822003.800193 + Penalty 3469.602513 = -3818534.197680
  nChanged 191
		SP:Iteration 13Q (110163.750000 sec): 3 clusters
  Score: Raw -3822150.042980 + Penalty 3469.602513 = -3818680.440467
  nChanged 158
		SP:Iteration 14Q (110164.180000 sec): 3 clusters
  Score: Raw -3822234.792822 + Penalty 3469.602513 = -3818765.190309
  nChanged 133
		SP:Iteration 15Q (110164.620000 sec): 3 clusters
  Score: Raw -3822303.575492 + Penalty 3469.602513 = -3818833.972979
  nChanged 118
		SP:Iteration 16Q (110165.110000 sec): 3 clusters
  Score: Raw -3822361.982560 + Penalty 3469.602513 = -3818892.380047
  nChanged 98
		SP:Iteration 17Q (110165.560000 sec): 3 clusters
  Score: Raw -3822405.286677 + Penalty 3469.602513 = -3818935.684164
  nChanged 90
		SP:Iteration 18Q (110165.930000 sec): 3 clusters
  Score: Raw -3822440.975586 + Penalty 3469.602513 = -3818971.373073
  nChanged 77
		SP:Iteration 19Q (110166.410000 sec): 3 clusters
  Score: Raw -3822471.286540 + Penalty 3469.602513 = -3819001.684027
  nChanged 80
		SP:Iteration 20F (110166.790000 sec): 3 clusters
  Score: Raw -3822503.170276 + Penalty 3469.602513 = -3819033.567763
  nChanged 67
		SP:Iteration 21Q (110167.240000 sec): 3 clusters
  Score: Raw -3822528.505274 + Penalty 3469.602513 = -3819058.902761
  nChanged 71
		SP:Iteration 22Q (110167.690000 sec): 3 clusters
  Score: Raw -3822555.722850 + Penalty 3469.602513 = -3819086.120337
  nChanged 70
		SP:Iteration 23Q (110168.150000 sec): 3 clusters
  Score: Raw -3822582.049894 + Penalty 3469.602513 = -3819112.447381
  nChanged 64
		SP:Iteration 24Q (110168.670000 sec): 3 clusters
  Score: Raw -3822602.408946 + Penalty 3469.602513 = -3819132.806433
  nChanged 57
		SP:Iteration 25Q (110169.090000 sec): 3 clusters
  Score: Raw -3822619.597198 + Penalty 3469.602513 = -3819149.994685
  nChanged 53
		SP:Iteration 26Q (110169.560000 sec): 3 clusters
  Score: Raw -3822633.959611 + Penalty 3469.602513 = -3819164.357098
  nChanged 42
		SP:Iteration 27Q (110170.060000 sec): 3 clusters
  Score: Raw -3822645.033112 + Penalty 3469.602513 = -3819175.430599
  nChanged 36
		SP:Iteration 28Q (110170.520000 sec): 3 clusters
  Score: Raw -3822654.693254 + Penalty 3469.602513 = -3819185.090741
  nChanged 40
		SP:Iteration 29Q (110170.940000 sec): 3 clusters
  Score: Raw -3822665.502535 + Penalty 3469.602513 = -3819195.900022
  nChanged 39
		SP:Iteration 30Q (110171.360000 sec): 3 clusters
  Score: Raw -3822674.866666 + Penalty 3469.602513 = -3819205.264153
  nChanged 41
		SP:Iteration 31Q (110171.770000 sec): 3 clusters
  Score: Raw -3822685.931659 + Penalty 3469.602513 = -3819216.329146
  nChanged 29
		SP:Iteration 32Q (110172.230000 sec): 3 clusters
  Score: Raw -3822693.840893 + Penalty 3469.602513 = -3819224.238380
  nChanged 30
		SP:Iteration 33Q (110172.710000 sec): 3 clusters
  Score: Raw -3822700.250034 + Penalty 3469.602513 = -3819230.647521
  nChanged 24
		SP:Iteration 34Q (110173.160000 sec): 3 clusters
  Score: Raw -3822704.664523 + Penalty 3469.602513 = -3819235.062010
  nChanged 24
		SP:Iteration 35Q (110173.620000 sec): 3 clusters
  Score: Raw -3822708.931124 + Penalty 3469.602513 = -3819239.328611
  nChanged 18
		SP:Iteration 36Q (110174.070000 sec): 3 clusters
  Score: Raw -3822713.151848 + Penalty 3469.602513 = -3819243.549335
  nChanged 17
		SP:Iteration 37Q (110174.530000 sec): 3 clusters
  Score: Raw -3822716.658657 + Penalty 3469.602513 = -3819247.056144
  nChanged 18
		SP:Iteration 38Q (110174.980000 sec): 3 clusters
  Score: Raw -3822721.248165 + Penalty 3469.602513 = -3819251.645652
  nChanged 23
		SP:Iteration 39Q (110175.400000 sec): 3 clusters
  Score: Raw -3822726.607555 + Penalty 3469.602513 = -3819257.005042
  nChanged 18
		SP:Iteration 40F (110175.820000 sec): 3 clusters
  Score: Raw -3822730.350066 + Penalty 3469.602513 = -3819260.747553
  nChanged 22
		SP:Iteration 41Q (110176.320000 sec): 3 clusters
  Score: Raw -3822734.970030 + Penalty 3469.602513 = -3819265.367517
  nChanged 19
		SP:Iteration 42Q (110176.740000 sec): 3 clusters
  Score: Raw -3822738.656504 + Penalty 3469.602513 = -3819269.053991
  nChanged 19
		SP:Iteration 43Q (110177.190000 sec): 3 clusters
  Score: Raw -3822742.058318 + Penalty 3469.602513 = -3819272.455805
  nChanged 13
		SP:Iteration 44Q (110177.670000 sec): 3 clusters
  Score: Raw -3822744.459513 + Penalty 3469.602513 = -3819274.857000
  nChanged 8
		SP:Iteration 45Q (110178.150000 sec): 3 clusters
  Score: Raw -3822745.891674 + Penalty 3469.602513 = -3819276.289161
  nChanged 15
		SP:Iteration 46Q (110178.590000 sec): 3 clusters
  Score: Raw -3822748.297031 + Penalty 3469.602513 = -3819278.694518
  nChanged 16
		SP:Iteration 47Q (110179.020000 sec): 3 clusters
  Score: Raw -3822750.622203 + Penalty 3469.602513 = -3819281.019690
  nChanged 11
		SP:Iteration 48Q (110179.450000 sec): 3 clusters
  Score: Raw -3822752.892900 + Penalty 3469.602513 = -3819283.290387
  nChanged 16
		SP:Iteration 49Q (110179.880000 sec): 3 clusters
  Score: Raw -3822756.296588 + Penalty 3469.602513 = -3819286.694075
  nChanged 12
		SP:Iteration 50Q (110180.320000 sec): 3 clusters
  Score: Raw -3822759.151279 + Penalty 3469.602513 = -3819289.548766
  nChanged 13
		SP:Iteration 51Q (110180.790000 sec): 3 clusters
  Score: Raw -3822762.094898 + Penalty 3469.602513 = -3819292.492385
  nChanged 10
		SP:Iteration 52Q (110181.260000 sec): 3 clusters
  Score: Raw -3822763.866574 + Penalty 3469.602513 = -3819294.264061
  nChanged 6
		SP:Iteration 53Q (110181.720000 sec): 3 clusters
  Score: Raw -3822764.630165 + Penalty 3469.602513 = -3819295.027652
  nChanged 4
		SP:Iteration 54Q (110182.170000 sec): 3 clusters
  Score: Raw -3822765.392180 + Penalty 3469.602513 = -3819295.789667
  nChanged 4
		SP:Iteration 55Q (110182.640000 sec): 3 clusters
  Score: Raw -3822765.952598 + Penalty 3469.602513 = -3819296.350085
  nChanged 8
		SP:Iteration 56Q (110183.040000 sec): 3 clusters
  Score: Raw -3822766.953766 + Penalty 3469.602513 = -3819297.351253
  nChanged 7
		SP:Iteration 57Q (110183.540000 sec): 3 clusters
  Score: Raw -3822767.855961 + Penalty 3469.602513 = -3819298.253448
  nChanged 6
		SP:Iteration 58Q (110184.020000 sec): 3 clusters
  Score: Raw -3822768.654243 + Penalty 3469.602513 = -3819299.051730
  nChanged 4
		SP:Iteration 59Q (110184.500000 sec): 3 clusters
  Score: Raw -3822769.108463 + Penalty 3469.602513 = -3819299.505950
  nChanged 2
		SP:Iteration 60F (110184.930000 sec): 3 clusters
  Score: Raw -3822769.377672 + Penalty 3469.602513 = -3819299.775158
  nChanged 2
		SP:Iteration 61Q (110185.390000 sec): 3 clusters
  Score: Raw -3822769.849711 + Penalty 3469.602513 = -3819300.247198
  nChanged 4
		SP:Iteration 62Q (110185.850000 sec): 3 clusters
  Score: Raw -3822770.463471 + Penalty 3469.602513 = -3819300.860958
  nChanged 2
		SP:Iteration 63Q (110186.290000 sec): 3 clusters
  Score: Raw -3822770.664719 + Penalty 3469.602513 = -3819301.062206
  nChanged 1
		SP:Iteration 64Q (110186.770000 sec): 3 clusters
  Score: Raw -3822770.945139 + Penalty 3469.602513 = -3819301.342626
  nChanged 3
		SP:Iteration 65Q (110187.220000 sec): 3 clusters
  Score: Raw -3822771.283897 + Penalty 3469.602513 = -3819301.681384
  nChanged 0
		SP:Iteration 66F (110187.610000 sec): 3 clusters
  Score: Raw -3822771.283897 + Penalty 3469.602513 = -3819301.681384
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 16 (315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110187.680000 sec): 2 clusters
  Score: Raw -26248.493929 + Penalty 934.793054 = -25313.700875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110187.850000 sec): 3 clusters
  Score: Raw -26326.506621 + Penalty 1869.586108 = -24456.920513
  nChanged 54
		SP:Iteration 1F (110188.030000 sec): 3 clusters
  Score: Raw -26421.996574 + Penalty 1869.586108 = -24552.410466
  nChanged 15
		SP:Iteration 2Q (110188.200000 sec): 3 clusters
  Score: Raw -26456.122748 + Penalty 1869.586108 = -24586.536640
  nChanged 7
		SP:Iteration 3Q (110188.380000 sec): 3 clusters
  Score: Raw -26466.499563 + Penalty 1869.586108 = -24596.913455
  nChanged 0
		SP:Iteration 4F (110188.550000 sec): 3 clusters
  Score: Raw -26466.499563 + Penalty 1869.586108 = -24596.913455
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 17 (9551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110188.700000 sec): 2 clusters
  Score: Raw -727705.836081 + Penalty 1489.215185 = -726216.620896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110188.920000 sec): 3 clusters
  Score: Raw -722270.693755 + Penalty 2978.430371 = -719292.263384
  nChanged 4148
		SP:Iteration 1F (110189.100000 sec): 3 clusters
  Score: Raw -724676.601699 + Penalty 2978.430371 = -721698.171328
  nChanged 726
		SP:Iteration 2F (110189.280000 sec): 3 clusters
  Score: Raw -725209.205227 + Penalty 2978.430371 = -722230.774857
  nChanged 700
		SP:Iteration 3F (110189.460000 sec): 3 clusters
  Score: Raw -725750.660298 + Penalty 2978.430371 = -722772.229928
  nChanged 658
		SP:Iteration 4F (110189.640000 sec): 3 clusters
  Score: Raw -726269.574936 + Penalty 2978.430371 = -723291.144565
  nChanged 658
		SP:Iteration 5F (110189.830000 sec): 3 clusters
  Score: Raw -726769.453303 + Penalty 2978.430371 = -723791.022933
  nChanged 585
		SP:Iteration 6F (110190.010000 sec): 3 clusters
  Score: Raw -727187.945889 + Penalty 2978.430371 = -724209.515518
  nChanged 475
		SP:Iteration 7Q (110190.190000 sec): 3 clusters
  Score: Raw -727511.870667 + Penalty 2978.430371 = -724533.440296
  nChanged 398
		SP:Iteration 8Q (110190.380000 sec): 3 clusters
  Score: Raw -727752.460618 + Penalty 2978.430371 = -724774.030247
  nChanged 324
		SP:Iteration 9Q (110190.560000 sec): 3 clusters
  Score: Raw -727980.887251 + Penalty 2978.430371 = -725002.456881
  nChanged 266
		SP:Iteration 10Q (110190.750000 sec): 3 clusters
  Score: Raw -728167.259134 + Penalty 2978.430371 = -725188.828763
  nChanged 197
		SP:Iteration 11Q (110190.930000 sec): 3 clusters
  Score: Raw -728287.633194 + Penalty 2978.430371 = -725309.202824
  nChanged 163
		SP:Iteration 12Q (110191.110000 sec): 3 clusters
  Score: Raw -728368.675207 + Penalty 2978.430371 = -725390.244836
  nChanged 123
		SP:Iteration 13Q (110191.290000 sec): 3 clusters
  Score: Raw -728427.458437 + Penalty 2978.430371 = -725449.028066
  nChanged 114
		SP:Iteration 14Q (110191.480000 sec): 3 clusters
  Score: Raw -728482.443586 + Penalty 2978.430371 = -725504.013216
  nChanged 95
		SP:Iteration 15Q (110191.660000 sec): 3 clusters
  Score: Raw -728518.498557 + Penalty 2978.430371 = -725540.068186
  nChanged 76
		SP:Iteration 16Q (110191.850000 sec): 3 clusters
  Score: Raw -728543.539960 + Penalty 2978.430371 = -725565.109590
  nChanged 52
		SP:Iteration 17Q (110192.030000 sec): 3 clusters
  Score: Raw -728557.455763 + Penalty 2978.430371 = -725579.025392
  nChanged 49
		SP:Iteration 18Q (110192.210000 sec): 3 clusters
  Score: Raw -728572.089662 + Penalty 2978.430371 = -725593.659291
  nChanged 49
		SP:Iteration 19Q (110192.400000 sec): 3 clusters
  Score: Raw -728585.625401 + Penalty 2978.430371 = -725607.195031
  nChanged 28
		SP:Iteration 20F (110192.580000 sec): 3 clusters
  Score: Raw -728591.578413 + Penalty 2978.430371 = -725613.148042
  nChanged 23
		SP:Iteration 21Q (110192.760000 sec): 3 clusters
  Score: Raw -728597.194043 + Penalty 2978.430371 = -725618.763672
  nChanged 16
		SP:Iteration 22Q (110192.950000 sec): 3 clusters
  Score: Raw -728602.476610 + Penalty 2978.430371 = -725624.046240
  nChanged 15
		SP:Iteration 23Q (110193.130000 sec): 3 clusters
  Score: Raw -728606.829820 + Penalty 2978.430371 = -725628.399449
  nChanged 16
		SP:Iteration 24Q (110193.350000 sec): 3 clusters
  Score: Raw -728611.139409 + Penalty 2978.430371 = -725632.709039
  nChanged 18
		SP:Iteration 25Q (110193.520000 sec): 3 clusters
  Score: Raw -728618.143942 + Penalty 2978.430371 = -725639.713572
  nChanged 19
		SP:Iteration 26Q (110193.700000 sec): 3 clusters
  Score: Raw -728628.247586 + Penalty 2978.430371 = -725649.817215
  nChanged 27
		SP:Iteration 27Q (110193.870000 sec): 3 clusters
  Score: Raw -728640.038659 + Penalty 2978.430371 = -725661.608289
  nChanged 23
		SP:Iteration 28Q (110194.100000 sec): 3 clusters
  Score: Raw -728647.252686 + Penalty 2978.430371 = -725668.822316
  nChanged 26
		SP:Iteration 29Q (110194.330000 sec): 3 clusters
  Score: Raw -728653.126135 + Penalty 2978.430371 = -725674.695765
  nChanged 24
		SP:Iteration 30Q (110194.510000 sec): 3 clusters
  Score: Raw -728659.734660 + Penalty 2978.430371 = -725681.304290
  nChanged 21
		SP:Iteration 31Q (110194.690000 sec): 3 clusters
  Score: Raw -728664.680961 + Penalty 2978.430371 = -725686.250591
  nChanged 16
		SP:Iteration 32Q (110194.870000 sec): 3 clusters
  Score: Raw -728668.965197 + Penalty 2978.430371 = -725690.534826
  nChanged 18
		SP:Iteration 33Q (110195.050000 sec): 3 clusters
  Score: Raw -728673.186081 + Penalty 2978.430371 = -725694.755711
  nChanged 11
		SP:Iteration 34Q (110195.190000 sec): 3 clusters
  Score: Raw -728675.947550 + Penalty 2978.430371 = -725697.517180
  nChanged 13
		SP:Iteration 35Q (110195.370000 sec): 3 clusters
  Score: Raw -728680.118729 + Penalty 2978.430371 = -725701.688358
  nChanged 13
		SP:Iteration 36Q (110195.540000 sec): 3 clusters
  Score: Raw -728690.596877 + Penalty 2978.430371 = -725712.166507
  nChanged 16
		SP:Iteration 37Q (110195.730000 sec): 3 clusters
  Score: Raw -728695.511024 + Penalty 2978.430371 = -725717.080654
  nChanged 15
		SP:Iteration 38Q (110195.920000 sec): 3 clusters
  Score: Raw -728700.263115 + Penalty 2978.430371 = -725721.832745
  nChanged 9
		SP:Iteration 39Q (110196.100000 sec): 3 clusters
  Score: Raw -728702.678067 + Penalty 2978.430371 = -725724.247696
  nChanged 8
		SP:Iteration 40F (110196.270000 sec): 3 clusters
  Score: Raw -728704.436960 + Penalty 2978.430371 = -725726.006589
  nChanged 6
		SP:Iteration 41Q (110196.450000 sec): 3 clusters
  Score: Raw -728706.783175 + Penalty 2978.430371 = -725728.352804
  nChanged 4
		SP:Iteration 42Q (110196.620000 sec): 3 clusters
  Score: Raw -728708.389788 + Penalty 2978.430371 = -725729.959418
  nChanged 5
		SP:Iteration 43Q (110196.790000 sec): 3 clusters
  Score: Raw -728708.923494 + Penalty 2978.430371 = -725730.493124
  nChanged 1
		SP:Iteration 44Q (110197.010000 sec): 3 clusters
  Score: Raw -728708.996785 + Penalty 2978.430371 = -725730.566415
  nChanged 0
		SP:Iteration 45F (110197.150000 sec): 3 clusters
  Score: Raw -728708.996785 + Penalty 2978.430371 = -725730.566415
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 18 (507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110197.240000 sec): 2 clusters
  Score: Raw -44063.506816 + Penalty 1012.133038 = -43051.373778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110197.410000 sec): 3 clusters
  Score: Raw -43991.511377 + Penalty 2024.266076 = -41967.245301
  nChanged 120
		SP:Iteration 1F (110197.580000 sec): 3 clusters
  Score: Raw -44130.171044 + Penalty 2024.266076 = -42105.904967
  nChanged 29
		SP:Iteration 2F (110197.760000 sec): 3 clusters
  Score: Raw -44168.474047 + Penalty 2024.266076 = -42144.207971
  nChanged 18
		SP:Iteration 3Q (110197.930000 sec): 3 clusters
  Score: Raw -44198.620210 + Penalty 2024.266076 = -42174.354133
  nChanged 9
		SP:Iteration 4Q (110198.110000 sec): 3 clusters
  Score: Raw -44211.626617 + Penalty 2024.266076 = -42187.360541
  nChanged 4
		SP:Iteration 5Q (110198.290000 sec): 3 clusters
  Score: Raw -44217.877000 + Penalty 2024.266076 = -42193.610923
  nChanged 4
		SP:Iteration 6Q (110198.460000 sec): 3 clusters
  Score: Raw -44230.007656 + Penalty 2024.266076 = -42205.741580
  nChanged 1
		SP:Iteration 7Q (110198.640000 sec): 3 clusters
  Score: Raw -44231.005168 + Penalty 2024.266076 = -42206.739092
  nChanged 2
		SP:Iteration 8Q (110198.810000 sec): 3 clusters
  Score: Raw -44233.012736 + Penalty 2024.266076 = -42208.746660
  nChanged 2
		SP:Iteration 9Q (110198.990000 sec): 3 clusters
  Score: Raw -44235.238572 + Penalty 2024.266076 = -42210.972496
  nChanged 1
		SP:Iteration 10Q (110199.170000 sec): 3 clusters
  Score: Raw -44237.384202 + Penalty 2024.266076 = -42213.118126
  nChanged 4
		SP:Iteration 11Q (110199.340000 sec): 3 clusters
  Score: Raw -44242.665656 + Penalty 2024.266076 = -42218.399580
  nChanged 3
		SP:Iteration 12Q (110199.520000 sec): 3 clusters
  Score: Raw -44246.209506 + Penalty 2024.266076 = -42221.943430
  nChanged 3
		SP:Iteration 13Q (110199.690000 sec): 3 clusters
  Score: Raw -44248.387732 + Penalty 2024.266076 = -42224.121656
  nChanged 2
		SP:Iteration 14Q (110199.870000 sec): 3 clusters
  Score: Raw -44249.895909 + Penalty 2024.266076 = -42225.629833
  nChanged 1
		SP:Iteration 15Q (110200.050000 sec): 3 clusters
  Score: Raw -44251.422839 + Penalty 2024.266076 = -42227.156763
  nChanged 0
		SP:Iteration 16F (110200.220000 sec): 3 clusters
  Score: Raw -44251.422839 + Penalty 2024.266076 = -42227.156763
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 19 (171576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110201.180000 sec): 2 clusters
  Score: Raw -14816880.265750 + Penalty 1958.577009 = -14814921.688741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110202.500000 sec): 3 clusters
  Score: Raw -14703489.586959 + Penalty 3917.154019 = -14699572.432940
  nChanged 82930
		SP:Iteration 1F (110203.760000 sec): 3 clusters
  Score: Raw -14752993.872787 + Penalty 3917.154019 = -14749076.718769
  nChanged 5555
		SP:Iteration 2Q (110205.120000 sec): 3 clusters
  Score: Raw -14754463.275444 + Penalty 3917.154019 = -14750546.121425
  nChanged 6415
		SP:Iteration 3Q (110206.560000 sec): 3 clusters
  Score: Raw -14756514.935430 + Penalty 3917.154019 = -14752597.781411
  nChanged 7336
		SP:Iteration 4Q (110207.990000 sec): 3 clusters
  Score: Raw -14759118.396135 + Penalty 3917.154019 = -14755201.242116
  nChanged 8121
		SP:Iteration 5Q (110209.380000 sec): 3 clusters
  Score: Raw -14762226.472519 + Penalty 3917.154019 = -14758309.318500
  nChanged 8553
		SP:Iteration 6Q (110210.720000 sec): 3 clusters
  Score: Raw -14765630.341451 + Penalty 3917.154019 = -14761713.187432
  nChanged 8582
		SP:Iteration 7F (110212.000000 sec): 3 clusters
  Score: Raw -14768896.781195 + Penalty 3917.154019 = -14764979.627176
  nChanged 8142
		SP:Iteration 8Q (110213.440000 sec): 3 clusters
  Score: Raw -14771834.125526 + Penalty 3917.154019 = -14767916.971508
  nChanged 7366
		SP:Iteration 9Q (110214.880000 sec): 3 clusters
  Score: Raw -14774423.376469 + Penalty 3917.154019 = -14770506.222450
  nChanged 6900
		SP:Iteration 10Q (110216.310000 sec): 3 clusters
  Score: Raw -14777053.127970 + Penalty 3917.154019 = -14773135.973951
  nChanged 7144
		SP:Iteration 11Q (110217.730000 sec): 3 clusters
  Score: Raw -14780182.298577 + Penalty 3917.154019 = -14776265.144558
  nChanged 7861
		SP:Iteration 12Q (110219.180000 sec): 3 clusters
  Score: Raw -14784144.946183 + Penalty 3917.154019 = -14780227.792164
  nChanged 8705
		SP:Iteration 13F (110220.450000 sec): 3 clusters
  Score: Raw -14789211.529724 + Penalty 3917.154019 = -14785294.375706
  nChanged 9218
		SP:Iteration 14F (110221.720000 sec): 3 clusters
  Score: Raw -14795273.692366 + Penalty 3917.154019 = -14791356.538347
  nChanged 8730
		SP:Iteration 15F (110223.030000 sec): 3 clusters
  Score: Raw -14801565.223078 + Penalty 3917.154019 = -14797648.069060
  nChanged 7362
		SP:Iteration 16Q (110224.410000 sec): 3 clusters
  Score: Raw -14807287.402075 + Penalty 3917.154019 = -14803370.248057
  nChanged 5397
		SP:Iteration 17Q (110225.830000 sec): 3 clusters
  Score: Raw -14811671.333512 + Penalty 3917.154019 = -14807754.179494
  nChanged 3396
		SP:Iteration 18Q (110227.250000 sec): 3 clusters
  Score: Raw -14814490.453883 + Penalty 3917.154019 = -14810573.299864
  nChanged 1781
		SP:Iteration 19Q (110228.620000 sec): 3 clusters
  Score: Raw -14816004.591820 + Penalty 3917.154019 = -14812087.437801
  nChanged 778
		SP:Iteration 20F (110229.910000 sec): 3 clusters
  Score: Raw -14816739.637159 + Penalty 3917.154019 = -14812822.483140
  nChanged 338
		SP:Iteration 21Q (110231.140000 sec): 3 clusters
  Score: Raw -14817121.365140 + Penalty 3917.154019 = -14813204.211121
  nChanged 210
		SP:Iteration 22Q (110232.470000 sec): 3 clusters
  Score: Raw -14817325.110112 + Penalty 3917.154019 = -14813407.956093
  nChanged 173
		SP:Iteration 23Q (110233.690000 sec): 3 clusters
  Score: Raw -14817433.767998 + Penalty 3917.154019 = -14813516.613980
  nChanged 108
		SP:Iteration 24Q (110235.000000 sec): 3 clusters
  Score: Raw -14817488.059016 + Penalty 3917.154019 = -14813570.904998
  nChanged 74
		SP:Iteration 25Q (110236.220000 sec): 3 clusters
  Score: Raw -14817520.229542 + Penalty 3917.154019 = -14813603.075523
  nChanged 54
		SP:Iteration 26Q (110237.480000 sec): 3 clusters
  Score: Raw -14817543.240603 + Penalty 3917.154019 = -14813626.086585
  nChanged 39
		SP:Iteration 27Q (110238.710000 sec): 3 clusters
  Score: Raw -14817558.760879 + Penalty 3917.154019 = -14813641.606860
  nChanged 36
		SP:Iteration 28Q (110239.920000 sec): 3 clusters
  Score: Raw -14817571.809652 + Penalty 3917.154019 = -14813654.655633
  nChanged 25
		SP:Iteration 29Q (110241.200000 sec): 3 clusters
  Score: Raw -14817581.443998 + Penalty 3917.154019 = -14813664.289979
  nChanged 22
		SP:Iteration 30Q (110242.490000 sec): 3 clusters
  Score: Raw -14817587.940597 + Penalty 3917.154019 = -14813670.786578
  nChanged 16
		SP:Iteration 31Q (110243.800000 sec): 3 clusters
  Score: Raw -14817592.150213 + Penalty 3917.154019 = -14813674.996194
  nChanged 13
		SP:Iteration 32Q (110245.110000 sec): 3 clusters
  Score: Raw -14817595.730338 + Penalty 3917.154019 = -14813678.576319
  nChanged 9
		SP:Iteration 33Q (110246.420000 sec): 3 clusters
  Score: Raw -14817598.088141 + Penalty 3917.154019 = -14813680.934122
  nChanged 11
		SP:Iteration 34Q (110247.730000 sec): 3 clusters
  Score: Raw -14817600.943966 + Penalty 3917.154019 = -14813683.789948
  nChanged 13
		SP:Iteration 35Q (110249.050000 sec): 3 clusters
  Score: Raw -14817604.209965 + Penalty 3917.154019 = -14813687.055946
  nChanged 13
		SP:Iteration 36Q (110250.360000 sec): 3 clusters
  Score: Raw -14817607.512259 + Penalty 3917.154019 = -14813690.358241
  nChanged 9
		SP:Iteration 37Q (110251.600000 sec): 3 clusters
  Score: Raw -14817610.111781 + Penalty 3917.154019 = -14813692.957762
  nChanged 10
		SP:Iteration 38Q (110252.890000 sec): 3 clusters
  Score: Raw -14817613.091613 + Penalty 3917.154019 = -14813695.937595
  nChanged 10
		SP:Iteration 39Q (110254.210000 sec): 3 clusters
  Score: Raw -14817616.441218 + Penalty 3917.154019 = -14813699.287199
  nChanged 10
		SP:Iteration 40F (110255.460000 sec): 3 clusters
  Score: Raw -14817619.063030 + Penalty 3917.154019 = -14813701.909011
  nChanged 12
		SP:Iteration 41Q (110256.730000 sec): 3 clusters
  Score: Raw -14817621.890944 + Penalty 3917.154019 = -14813704.736925
  nChanged 11
		SP:Iteration 42Q (110258.060000 sec): 3 clusters
  Score: Raw -14817623.902293 + Penalty 3917.154019 = -14813706.748275
  nChanged 9
		SP:Iteration 43Q (110259.280000 sec): 3 clusters
  Score: Raw -14817626.240079 + Penalty 3917.154019 = -14813709.086060
  nChanged 11
		SP:Iteration 44Q (110260.510000 sec): 3 clusters
  Score: Raw -14817629.403844 + Penalty 3917.154019 = -14813712.249825
  nChanged 12
		SP:Iteration 45Q (110261.810000 sec): 3 clusters
  Score: Raw -14817632.733884 + Penalty 3917.154019 = -14813715.579866
  nChanged 10
		SP:Iteration 46Q (110263.120000 sec): 3 clusters
  Score: Raw -14817635.556704 + Penalty 3917.154019 = -14813718.402686
  nChanged 6
		SP:Iteration 47Q (110264.440000 sec): 3 clusters
  Score: Raw -14817636.925707 + Penalty 3917.154019 = -14813719.771689
  nChanged 9
		SP:Iteration 48Q (110265.760000 sec): 3 clusters
  Score: Raw -14817639.155590 + Penalty 3917.154019 = -14813722.001572
  nChanged 9
		SP:Iteration 49Q (110267.070000 sec): 3 clusters
  Score: Raw -14817641.250744 + Penalty 3917.154019 = -14813724.096725
  nChanged 5
		SP:Iteration 50Q (110268.340000 sec): 3 clusters
  Score: Raw -14817642.647996 + Penalty 3917.154019 = -14813725.493977
  nChanged 5
		SP:Iteration 51Q (110269.660000 sec): 3 clusters
  Score: Raw -14817644.064957 + Penalty 3917.154019 = -14813726.910939
  nChanged 5
		SP:Iteration 52Q (110270.980000 sec): 3 clusters
  Score: Raw -14817644.899294 + Penalty 3917.154019 = -14813727.745275
  nChanged 2
		SP:Iteration 53Q (110272.260000 sec): 3 clusters
  Score: Raw -14817645.320989 + Penalty 3917.154019 = -14813728.166971
  nChanged 0
		SP:Iteration 54F (110273.390000 sec): 3 clusters
  Score: Raw -14817645.320989 + Penalty 3917.154019 = -14813728.166971
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 20 (472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110273.460000 sec): 2 clusters
  Score: Raw -39501.348692 + Penalty 1000.509085 = -38500.839607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110273.610000 sec): 3 clusters
  Score: Raw -39452.421199 + Penalty 2001.018170 = -37451.403029
  nChanged 104
		SP:Iteration 1F (110273.750000 sec): 3 clusters
  Score: Raw -39623.792063 + Penalty 2001.018170 = -37622.773893
  nChanged 32
		SP:Iteration 2F (110273.900000 sec): 3 clusters
  Score: Raw -39696.193838 + Penalty 2001.018170 = -37695.175668
  nChanged 16
		SP:Iteration 3Q (110274.040000 sec): 3 clusters
  Score: Raw -39726.615625 + Penalty 2001.018170 = -37725.597455
  nChanged 12
		SP:Iteration 4Q (110274.180000 sec): 3 clusters
  Score: Raw -39755.688267 + Penalty 2001.018170 = -37754.670096
  nChanged 14
		SP:Iteration 5Q (110274.330000 sec): 3 clusters
  Score: Raw -39793.428171 + Penalty 2001.018170 = -37792.410001
  nChanged 12
		SP:Iteration 6Q (110274.470000 sec): 3 clusters
  Score: Raw -39838.580411 + Penalty 2001.018170 = -37837.562240
  nChanged 12
		SP:Iteration 7Q (110274.620000 sec): 3 clusters
  Score: Raw -39919.227380 + Penalty 2001.018170 = -37918.209210
  nChanged 19
		SP:Iteration 8Q (110274.760000 sec): 3 clusters
  Score: Raw -40185.386143 + Penalty 2001.018170 = -38184.367973
  nChanged 34
		SP:Iteration 9F (110274.900000 sec): 3 clusters
  Score: Raw -40276.431368 + Penalty 2001.018170 = -38275.413198
  nChanged 21
		SP:Iteration 10Q (110275.050000 sec): 3 clusters
  Score: Raw -40329.358616 + Penalty 2001.018170 = -38328.340446
  nChanged 14
		SP:Iteration 11Q (110275.190000 sec): 3 clusters
  Score: Raw -40364.451570 + Penalty 2001.018170 = -38363.433400
  nChanged 8
		SP:Iteration 12Q (110275.340000 sec): 3 clusters
  Score: Raw -40383.171014 + Penalty 2001.018170 = -38382.152844
  nChanged 4
		SP:Iteration 13Q (110275.480000 sec): 3 clusters
  Score: Raw -40393.064420 + Penalty 2001.018170 = -38392.046250
  nChanged 1
		SP:Iteration 14Q (110275.620000 sec): 3 clusters
  Score: Raw -40397.852969 + Penalty 2001.018170 = -38396.834798
  nChanged 1
		SP:Iteration 15Q (110275.760000 sec): 3 clusters
  Score: Raw -40400.491774 + Penalty 2001.018170 = -38399.473603
  nChanged 1
		SP:Iteration 16Q (110275.910000 sec): 3 clusters
  Score: Raw -40403.964488 + Penalty 2001.018170 = -38402.946318
  nChanged 1
		SP:Iteration 17Q (110276.050000 sec): 3 clusters
  Score: Raw -40405.641944 + Penalty 2001.018170 = -38404.623774
  nChanged 0
		SP:Iteration 18F (110276.200000 sec): 3 clusters
  Score: Raw -40405.641944 + Penalty 2001.018170 = -38404.623774
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 21 (2674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110276.290000 sec): 2 clusters
  Score: Raw -190641.943949 + Penalty 1282.341248 = -189359.602700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110276.430000 sec): 3 clusters
  Score: Raw -189490.745617 + Penalty 2564.682496 = -186926.063121
  nChanged 1002
		SP:Iteration 1F (110276.580000 sec): 3 clusters
  Score: Raw -190457.033744 + Penalty 2564.682496 = -187892.351247
  nChanged 286
		SP:Iteration 2F (110276.740000 sec): 3 clusters
  Score: Raw -190772.624641 + Penalty 2564.682496 = -188207.942145
  nChanged 177
		SP:Iteration 3F (110276.900000 sec): 3 clusters
  Score: Raw -190986.904357 + Penalty 2564.682496 = -188422.221861
  nChanged 138
		SP:Iteration 4F (110277.060000 sec): 3 clusters
  Score: Raw -191100.538503 + Penalty 2564.682496 = -188535.856006
  nChanged 74
		SP:Iteration 5Q (110277.220000 sec): 3 clusters
  Score: Raw -191142.998025 + Penalty 2564.682496 = -188578.315529
  nChanged 57
		SP:Iteration 6Q (110277.390000 sec): 3 clusters
  Score: Raw -191176.015767 + Penalty 2564.682496 = -188611.333271
  nChanged 34
		SP:Iteration 7Q (110277.570000 sec): 3 clusters
  Score: Raw -191192.340516 + Penalty 2564.682496 = -188627.658020
  nChanged 27
		SP:Iteration 8Q (110277.750000 sec): 3 clusters
  Score: Raw -191207.946850 + Penalty 2564.682496 = -188643.264353
  nChanged 32
		SP:Iteration 9Q (110277.920000 sec): 3 clusters
  Score: Raw -191219.629752 + Penalty 2564.682496 = -188654.947256
  nChanged 18
		SP:Iteration 10Q (110278.100000 sec): 3 clusters
  Score: Raw -191228.842300 + Penalty 2564.682496 = -188664.159803
  nChanged 20
		SP:Iteration 11Q (110278.270000 sec): 3 clusters
  Score: Raw -191242.491795 + Penalty 2564.682496 = -188677.809299
  nChanged 21
		SP:Iteration 12Q (110278.450000 sec): 3 clusters
  Score: Raw -191252.680697 + Penalty 2564.682496 = -188687.998201
  nChanged 19
		SP:Iteration 13Q (110278.630000 sec): 3 clusters
  Score: Raw -191261.413233 + Penalty 2564.682496 = -188696.730736
  nChanged 16
		SP:Iteration 14Q (110278.800000 sec): 3 clusters
  Score: Raw -191269.798170 + Penalty 2564.682496 = -188705.115674
  nChanged 16
		SP:Iteration 15Q (110278.980000 sec): 3 clusters
  Score: Raw -191278.201526 + Penalty 2564.682496 = -188713.519030
  nChanged 15
		SP:Iteration 16Q (110279.150000 sec): 3 clusters
  Score: Raw -191285.945847 + Penalty 2564.682496 = -188721.263350
  nChanged 9
		SP:Iteration 17Q (110279.330000 sec): 3 clusters
  Score: Raw -191291.237381 + Penalty 2564.682496 = -188726.554885
  nChanged 13
		SP:Iteration 18Q (110279.510000 sec): 3 clusters
  Score: Raw -191297.182221 + Penalty 2564.682496 = -188732.499724
  nChanged 12
		SP:Iteration 19Q (110279.680000 sec): 3 clusters
  Score: Raw -191302.492259 + Penalty 2564.682496 = -188737.809763
  nChanged 13
		SP:Iteration 20F (110279.860000 sec): 3 clusters
  Score: Raw -191307.317971 + Penalty 2564.682496 = -188742.635475
  nChanged 5
		SP:Iteration 21Q (110280.030000 sec): 3 clusters
  Score: Raw -191308.742284 + Penalty 2564.682496 = -188744.059787
  nChanged 5
		SP:Iteration 22Q (110280.210000 sec): 3 clusters
  Score: Raw -191312.357723 + Penalty 2564.682496 = -188747.675227
  nChanged 8
		SP:Iteration 23Q (110280.390000 sec): 3 clusters
  Score: Raw -191316.162522 + Penalty 2564.682496 = -188751.480026
  nChanged 7
		SP:Iteration 24Q (110280.560000 sec): 3 clusters
  Score: Raw -191322.266469 + Penalty 2564.682496 = -188757.583973
  nChanged 8
		SP:Iteration 25Q (110280.740000 sec): 3 clusters
  Score: Raw -191325.512051 + Penalty 2564.682496 = -188760.829555
  nChanged 6
		SP:Iteration 26Q (110280.910000 sec): 3 clusters
  Score: Raw -191328.516995 + Penalty 2564.682496 = -188763.834499
  nChanged 11
		SP:Iteration 27Q (110281.090000 sec): 3 clusters
  Score: Raw -191332.126777 + Penalty 2564.682496 = -188767.444281
  nChanged 6
		SP:Iteration 28Q (110281.270000 sec): 3 clusters
  Score: Raw -191334.799025 + Penalty 2564.682496 = -188770.116529
  nChanged 9
		SP:Iteration 29Q (110281.440000 sec): 3 clusters
  Score: Raw -191338.628197 + Penalty 2564.682496 = -188773.945701
  nChanged 7
		SP:Iteration 30Q (110281.620000 sec): 3 clusters
  Score: Raw -191341.297576 + Penalty 2564.682496 = -188776.615080
  nChanged 5
		SP:Iteration 31Q (110281.790000 sec): 3 clusters
  Score: Raw -191343.587203 + Penalty 2564.682496 = -188778.904707
  nChanged 6
		SP:Iteration 32Q (110281.970000 sec): 3 clusters
  Score: Raw -191346.457377 + Penalty 2564.682496 = -188781.774881
  nChanged 5
		SP:Iteration 33Q (110282.150000 sec): 3 clusters
  Score: Raw -191347.147877 + Penalty 2564.682496 = -188782.465380
  nChanged 2
		SP:Iteration 34Q (110282.320000 sec): 3 clusters
  Score: Raw -191347.602621 + Penalty 2564.682496 = -188782.920125
  nChanged 1
		SP:Iteration 35Q (110282.500000 sec): 3 clusters
  Score: Raw -191347.751684 + Penalty 2564.682496 = -188783.069188
  nChanged 0
		SP:Iteration 36F (110282.670000 sec): 3 clusters
  Score: Raw -191347.751684 + Penalty 2564.682496 = -188783.069188
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 22 (4596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110282.790000 sec): 2 clusters
  Score: Raw -370453.359386 + Penalty 1370.353016 = -369083.006370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110282.970000 sec): 3 clusters
  Score: Raw -368151.969289 + Penalty 2740.706033 = -365411.263256
  nChanged 1828
		SP:Iteration 1F (110283.150000 sec): 3 clusters
  Score: Raw -369179.401324 + Penalty 2740.706033 = -366438.695291
  nChanged 326
		SP:Iteration 2F (110283.320000 sec): 3 clusters
  Score: Raw -369352.251199 + Penalty 2740.706033 = -366611.545166
  nChanged 238
		SP:Iteration 3F (110283.490000 sec): 3 clusters
  Score: Raw -369467.556321 + Penalty 2740.706033 = -366726.850289
  nChanged 180
		SP:Iteration 4Q (110283.670000 sec): 3 clusters
  Score: Raw -369546.980284 + Penalty 2740.706033 = -366806.274252
  nChanged 158
		SP:Iteration 5Q (110283.850000 sec): 3 clusters
  Score: Raw -369621.482506 + Penalty 2740.706033 = -366880.776474
  nChanged 158
		SP:Iteration 6Q (110284.020000 sec): 3 clusters
  Score: Raw -369706.565806 + Penalty 2740.706033 = -366965.859773
  nChanged 166
		SP:Iteration 7Q (110284.200000 sec): 3 clusters
  Score: Raw -369799.090267 + Penalty 2740.706033 = -367058.384234
  nChanged 170
		SP:Iteration 8Q (110284.370000 sec): 3 clusters
  Score: Raw -369890.249869 + Penalty 2740.706033 = -367149.543836
  nChanged 157
		SP:Iteration 9Q (110284.550000 sec): 3 clusters
  Score: Raw -369987.289479 + Penalty 2740.706033 = -367246.583447
  nChanged 161
		SP:Iteration 10Q (110284.730000 sec): 3 clusters
  Score: Raw -370096.734416 + Penalty 2740.706033 = -367356.028384
  nChanged 148
		SP:Iteration 11Q (110284.900000 sec): 3 clusters
  Score: Raw -370201.946977 + Penalty 2740.706033 = -367461.240944
  nChanged 125
		SP:Iteration 12Q (110285.080000 sec): 3 clusters
  Score: Raw -370289.198453 + Penalty 2740.706033 = -367548.492420
  nChanged 110
		SP:Iteration 13Q (110285.250000 sec): 3 clusters
  Score: Raw -370371.091730 + Penalty 2740.706033 = -367630.385698
  nChanged 90
		SP:Iteration 14Q (110285.430000 sec): 3 clusters
  Score: Raw -370433.884320 + Penalty 2740.706033 = -367693.178288
  nChanged 68
		SP:Iteration 15Q (110285.610000 sec): 3 clusters
  Score: Raw -370485.880107 + Penalty 2740.706033 = -367745.174075
  nChanged 58
		SP:Iteration 16Q (110285.780000 sec): 3 clusters
  Score: Raw -370523.110001 + Penalty 2740.706033 = -367782.403969
  nChanged 39
		SP:Iteration 17Q (110285.960000 sec): 3 clusters
  Score: Raw -370549.317415 + Penalty 2740.706033 = -367808.611383
  nChanged 34
		SP:Iteration 18Q (110286.130000 sec): 3 clusters
  Score: Raw -370574.664925 + Penalty 2740.706033 = -367833.958892
  nChanged 34
		SP:Iteration 19Q (110286.310000 sec): 3 clusters
  Score: Raw -370602.932518 + Penalty 2740.706033 = -367862.226485
  nChanged 21
		SP:Iteration 20F (110286.490000 sec): 3 clusters
  Score: Raw -370622.821830 + Penalty 2740.706033 = -367882.115797
  nChanged 23
		SP:Iteration 21Q (110286.660000 sec): 3 clusters
  Score: Raw -370643.323213 + Penalty 2740.706033 = -367902.617181
  nChanged 20
		SP:Iteration 22Q (110286.840000 sec): 3 clusters
  Score: Raw -370658.639034 + Penalty 2740.706033 = -367917.933002
  nChanged 10
		SP:Iteration 23Q (110287.010000 sec): 3 clusters
  Score: Raw -370666.367651 + Penalty 2740.706033 = -367925.661618
  nChanged 7
		SP:Iteration 24Q (110287.190000 sec): 3 clusters
  Score: Raw -370674.062153 + Penalty 2740.706033 = -367933.356121
  nChanged 6
		SP:Iteration 25Q (110287.360000 sec): 3 clusters
  Score: Raw -370678.939460 + Penalty 2740.706033 = -367938.233428
  nChanged 7
		SP:Iteration 26Q (110287.540000 sec): 3 clusters
  Score: Raw -370685.054887 + Penalty 2740.706033 = -367944.348854
  nChanged 4
		SP:Iteration 27Q (110287.710000 sec): 3 clusters
  Score: Raw -370689.768061 + Penalty 2740.706033 = -367949.062028
  nChanged 5
		SP:Iteration 28Q (110287.890000 sec): 3 clusters
  Score: Raw -370693.339940 + Penalty 2740.706033 = -367952.633907
  nChanged 3
		SP:Iteration 29Q (110288.070000 sec): 3 clusters
  Score: Raw -370696.035948 + Penalty 2740.706033 = -367955.329916
  nChanged 2
		SP:Iteration 30Q (110288.240000 sec): 3 clusters
  Score: Raw -370697.269068 + Penalty 2740.706033 = -367956.563035
  nChanged 1
		SP:Iteration 31Q (110288.410000 sec): 3 clusters
  Score: Raw -370697.579845 + Penalty 2740.706033 = -367956.873813
  nChanged 0
		SP:Iteration 32F (110288.590000 sec): 3 clusters
  Score: Raw -370697.579845 + Penalty 2740.706033 = -367956.873813
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 23 (6053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110288.690000 sec): 2 clusters
  Score: Raw -501795.485104 + Penalty 1415.100261 = -500380.384843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110288.860000 sec): 3 clusters
  Score: Raw -498586.614189 + Penalty 2830.200521 = -495756.413668
  nChanged 2496
		SP:Iteration 1F (110289.060000 sec): 3 clusters
  Score: Raw -499859.711938 + Penalty 2830.200521 = -497029.511417
  nChanged 389
		SP:Iteration 2F (110289.220000 sec): 3 clusters
  Score: Raw -500032.642721 + Penalty 2830.200521 = -497202.442200
  nChanged 305
		SP:Iteration 3F (110289.390000 sec): 3 clusters
  Score: Raw -500161.680408 + Penalty 2830.200521 = -497331.479887
  nChanged 236
		SP:Iteration 4Q (110289.530000 sec): 3 clusters
  Score: Raw -500263.490844 + Penalty 2830.200521 = -497433.290323
  nChanged 215
		SP:Iteration 5Q (110289.700000 sec): 3 clusters
  Score: Raw -500355.336462 + Penalty 2830.200521 = -497525.135941
  nChanged 168
		SP:Iteration 6Q (110289.870000 sec): 3 clusters
  Score: Raw -500425.552566 + Penalty 2830.200521 = -497595.352044
  nChanged 169
		SP:Iteration 7Q (110290.030000 sec): 3 clusters
  Score: Raw -500493.135727 + Penalty 2830.200521 = -497662.935205
  nChanged 159
		SP:Iteration 8Q (110290.200000 sec): 3 clusters
  Score: Raw -500561.474004 + Penalty 2830.200521 = -497731.273483
  nChanged 205
		SP:Iteration 9Q (110290.400000 sec): 3 clusters
  Score: Raw -500663.682321 + Penalty 2830.200521 = -497833.481800
  nChanged 193
		SP:Iteration 10Q (110290.550000 sec): 3 clusters
  Score: Raw -500772.620366 + Penalty 2830.200521 = -497942.419845
  nChanged 207
		SP:Iteration 11Q (110290.750000 sec): 3 clusters
  Score: Raw -500889.638149 + Penalty 2830.200521 = -498059.437627
  nChanged 223
		SP:Iteration 12Q (110290.920000 sec): 3 clusters
  Score: Raw -501035.111045 + Penalty 2830.200521 = -498204.910523
  nChanged 239
		SP:Iteration 13Q (110291.070000 sec): 3 clusters
  Score: Raw -501200.025579 + Penalty 2830.200521 = -498369.825058
  nChanged 223
		SP:Iteration 14Q (110291.250000 sec): 3 clusters
  Score: Raw -501371.625187 + Penalty 2830.200521 = -498541.424666
  nChanged 196
		SP:Iteration 15Q (110291.410000 sec): 3 clusters
  Score: Raw -501528.028100 + Penalty 2830.200521 = -498697.827579
  nChanged 151
		SP:Iteration 16Q (110291.580000 sec): 3 clusters
  Score: Raw -501664.743100 + Penalty 2830.200521 = -498834.542579
  nChanged 101
		SP:Iteration 17Q (110291.730000 sec): 3 clusters
  Score: Raw -501752.507453 + Penalty 2830.200521 = -498922.306932
  nChanged 73
		SP:Iteration 18Q (110291.920000 sec): 3 clusters
  Score: Raw -501822.130232 + Penalty 2830.200521 = -498991.929711
  nChanged 50
		SP:Iteration 19Q (110292.070000 sec): 3 clusters
  Score: Raw -501874.185572 + Penalty 2830.200521 = -499043.985050
  nChanged 38
		SP:Iteration 20F (110292.220000 sec): 3 clusters
  Score: Raw -501913.897654 + Penalty 2830.200521 = -499083.697133
  nChanged 28
		SP:Iteration 21Q (110292.370000 sec): 3 clusters
  Score: Raw -501937.693289 + Penalty 2830.200521 = -499107.492768
  nChanged 13
		SP:Iteration 22Q (110292.520000 sec): 3 clusters
  Score: Raw -501951.748586 + Penalty 2830.200521 = -499121.548065
  nChanged 10
		SP:Iteration 23Q (110292.670000 sec): 3 clusters
  Score: Raw -501964.807141 + Penalty 2830.200521 = -499134.606619
  nChanged 7
		SP:Iteration 24Q (110292.820000 sec): 3 clusters
  Score: Raw -501973.685011 + Penalty 2830.200521 = -499143.484489
  nChanged 9
		SP:Iteration 25Q (110292.970000 sec): 3 clusters
  Score: Raw -501983.870582 + Penalty 2830.200521 = -499153.670061
  nChanged 8
		SP:Iteration 26Q (110293.120000 sec): 3 clusters
  Score: Raw -501990.345558 + Penalty 2830.200521 = -499160.145037
  nChanged 2
		SP:Iteration 27Q (110293.310000 sec): 3 clusters
  Score: Raw -501991.781354 + Penalty 2830.200521 = -499161.580833
  nChanged 3
		SP:Iteration 28Q (110293.460000 sec): 3 clusters
  Score: Raw -501993.739477 + Penalty 2830.200521 = -499163.538956
  nChanged 5
		SP:Iteration 29Q (110293.650000 sec): 3 clusters
  Score: Raw -501998.617874 + Penalty 2830.200521 = -499168.417353
  nChanged 2
		SP:Iteration 30Q (110293.800000 sec): 3 clusters
  Score: Raw -502001.732918 + Penalty 2830.200521 = -499171.532397
  nChanged 1
		SP:Iteration 31Q (110293.990000 sec): 3 clusters
  Score: Raw -502002.840437 + Penalty 2830.200521 = -499172.639916
  nChanged 1
		SP:Iteration 32Q (110294.130000 sec): 3 clusters
  Score: Raw -502004.504319 + Penalty 2830.200521 = -499174.303797
  nChanged 1
		SP:Iteration 33Q (110294.290000 sec): 3 clusters
  Score: Raw -502005.729769 + Penalty 2830.200521 = -499175.529248
  nChanged 3
		SP:Iteration 34Q (110294.430000 sec): 3 clusters
  Score: Raw -502008.781672 + Penalty 2830.200521 = -499178.581150
  nChanged 0
		SP:Iteration 35F (110294.630000 sec): 3 clusters
  Score: Raw -502008.781672 + Penalty 2830.200521 = -499178.581150
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 24 (77549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110295.170000 sec): 2 clusters
  Score: Raw -6773722.747233 + Penalty 1829.533107 = -6771893.214126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110295.850000 sec): 3 clusters
  Score: Raw -6723500.521801 + Penalty 3659.066214 = -6719841.455587
  nChanged 36879
		SP:Iteration 1F (110296.530000 sec): 3 clusters
  Score: Raw -6744976.749784 + Penalty 3659.066214 = -6741317.683570
  nChanged 2875
		SP:Iteration 2Q (110297.270000 sec): 3 clusters
  Score: Raw -6745884.092320 + Penalty 3659.066214 = -6742225.026106
  nChanged 3241
		SP:Iteration 3Q (110298.030000 sec): 3 clusters
  Score: Raw -6747247.047476 + Penalty 3659.066214 = -6743587.981262
  nChanged 3969
		SP:Iteration 4F (110298.710000 sec): 3 clusters
  Score: Raw -6749332.244432 + Penalty 3659.066214 = -6745673.178218
  nChanged 4629
		SP:Iteration 5F (110299.330000 sec): 3 clusters
  Score: Raw -6752028.866056 + Penalty 3659.066214 = -6748369.799842
  nChanged 4858
		SP:Iteration 6F (110299.990000 sec): 3 clusters
  Score: Raw -6754825.968880 + Penalty 3659.066214 = -6751166.902666
  nChanged 4656
		SP:Iteration 7F (110300.650000 sec): 3 clusters
  Score: Raw -6757146.973085 + Penalty 3659.066214 = -6753487.906871
  nChanged 4040
		SP:Iteration 8F (110301.310000 sec): 3 clusters
  Score: Raw -6758820.908499 + Penalty 3659.066214 = -6755161.842285
  nChanged 3178
		SP:Iteration 9Q (110302.020000 sec): 3 clusters
  Score: Raw -6759906.176106 + Penalty 3659.066214 = -6756247.109892
  nChanged 2653
		SP:Iteration 10Q (110302.780000 sec): 3 clusters
  Score: Raw -6760684.464168 + Penalty 3659.066214 = -6757025.397954
  nChanged 2241
		SP:Iteration 11Q (110303.490000 sec): 3 clusters
  Score: Raw -6761359.792371 + Penalty 3659.066214 = -6757700.726157
  nChanged 2143
		SP:Iteration 12Q (110304.190000 sec): 3 clusters
  Score: Raw -6762062.893637 + Penalty 3659.066214 = -6758403.827423
  nChanged 2293
		SP:Iteration 13Q (110304.930000 sec): 3 clusters
  Score: Raw -6762854.036527 + Penalty 3659.066214 = -6759194.970313
  nChanged 2455
		SP:Iteration 14Q (110305.680000 sec): 3 clusters
  Score: Raw -6763743.455792 + Penalty 3659.066214 = -6760084.389578
  nChanged 2617
		SP:Iteration 15Q (110306.410000 sec): 3 clusters
  Score: Raw -6764775.578482 + Penalty 3659.066214 = -6761116.512268
  nChanged 2818
		SP:Iteration 16Q (110307.110000 sec): 3 clusters
  Score: Raw -6766005.584486 + Penalty 3659.066214 = -6762346.518272
  nChanged 2948
		SP:Iteration 17Q (110307.800000 sec): 3 clusters
  Score: Raw -6767384.712259 + Penalty 3659.066214 = -6763725.646045
  nChanged 2794
		SP:Iteration 18Q (110308.530000 sec): 3 clusters
  Score: Raw -6768754.445554 + Penalty 3659.066214 = -6765095.379340
  nChanged 2546
		SP:Iteration 19Q (110309.220000 sec): 3 clusters
  Score: Raw -6770067.635962 + Penalty 3659.066214 = -6766408.569748
  nChanged 2196
		SP:Iteration 20F (110309.910000 sec): 3 clusters
  Score: Raw -6771206.924009 + Penalty 3659.066214 = -6767547.857795
  nChanged 1857
		SP:Iteration 21Q (110310.640000 sec): 3 clusters
  Score: Raw -6772207.431353 + Penalty 3659.066214 = -6768548.365139
  nChanged 1487
		SP:Iteration 22Q (110311.320000 sec): 3 clusters
  Score: Raw -6773015.978854 + Penalty 3659.066214 = -6769356.912640
  nChanged 1153
		SP:Iteration 23Q (110312.030000 sec): 3 clusters
  Score: Raw -6773603.824379 + Penalty 3659.066214 = -6769944.758165
  nChanged 811
		SP:Iteration 24Q (110312.710000 sec): 3 clusters
  Score: Raw -6773977.435193 + Penalty 3659.066214 = -6770318.368979
  nChanged 622
		SP:Iteration 25Q (110313.390000 sec): 3 clusters
  Score: Raw -6774239.192217 + Penalty 3659.066214 = -6770580.126003
  nChanged 498
		SP:Iteration 26Q (110314.060000 sec): 3 clusters
  Score: Raw -6774441.012833 + Penalty 3659.066214 = -6770781.946619
  nChanged 358
		SP:Iteration 27Q (110314.780000 sec): 3 clusters
  Score: Raw -6774584.735256 + Penalty 3659.066214 = -6770925.669042
  nChanged 279
		SP:Iteration 28Q (110315.490000 sec): 3 clusters
  Score: Raw -6774694.355804 + Penalty 3659.066214 = -6771035.289590
  nChanged 211
		SP:Iteration 29Q (110316.150000 sec): 3 clusters
  Score: Raw -6774773.052028 + Penalty 3659.066214 = -6771113.985814
  nChanged 183
		SP:Iteration 30Q (110316.870000 sec): 3 clusters
  Score: Raw -6774833.599891 + Penalty 3659.066214 = -6771174.533677
  nChanged 146
		SP:Iteration 31Q (110317.540000 sec): 3 clusters
  Score: Raw -6774881.170088 + Penalty 3659.066214 = -6771222.103875
  nChanged 135
		SP:Iteration 32Q (110318.220000 sec): 3 clusters
  Score: Raw -6774927.495841 + Penalty 3659.066214 = -6771268.429627
  nChanged 111
		SP:Iteration 33Q (110318.900000 sec): 3 clusters
  Score: Raw -6774965.851527 + Penalty 3659.066214 = -6771306.785313
  nChanged 100
		SP:Iteration 34Q (110319.480000 sec): 3 clusters
  Score: Raw -6774998.795237 + Penalty 3659.066214 = -6771339.729023
  nChanged 80
		SP:Iteration 35Q (110320.170000 sec): 3 clusters
  Score: Raw -6775020.926294 + Penalty 3659.066214 = -6771361.860081
  nChanged 71
		SP:Iteration 36Q (110320.900000 sec): 3 clusters
  Score: Raw -6775041.770489 + Penalty 3659.066214 = -6771382.704275
  nChanged 65
		SP:Iteration 37Q (110321.620000 sec): 3 clusters
  Score: Raw -6775057.513431 + Penalty 3659.066214 = -6771398.447217
  nChanged 49
		SP:Iteration 38Q (110322.330000 sec): 3 clusters
  Score: Raw -6775066.841987 + Penalty 3659.066214 = -6771407.775773
  nChanged 40
		SP:Iteration 39Q (110323.000000 sec): 3 clusters
  Score: Raw -6775076.275273 + Penalty 3659.066214 = -6771417.209059
  nChanged 49
		SP:Iteration 40F (110323.680000 sec): 3 clusters
  Score: Raw -6775088.467945 + Penalty 3659.066214 = -6771429.401731
  nChanged 46
		SP:Iteration 41Q (110324.360000 sec): 3 clusters
  Score: Raw -6775097.656866 + Penalty 3659.066214 = -6771438.590652
  nChanged 42
		SP:Iteration 42Q (110325.090000 sec): 3 clusters
  Score: Raw -6775105.905107 + Penalty 3659.066214 = -6771446.838893
  nChanged 36
		SP:Iteration 43Q (110325.750000 sec): 3 clusters
  Score: Raw -6775113.323415 + Penalty 3659.066214 = -6771454.257201
  nChanged 27
		SP:Iteration 44Q (110326.390000 sec): 3 clusters
  Score: Raw -6775117.740202 + Penalty 3659.066214 = -6771458.673988
  nChanged 27
		SP:Iteration 45Q (110327.030000 sec): 3 clusters
  Score: Raw -6775121.836458 + Penalty 3659.066214 = -6771462.770245
  nChanged 21
		SP:Iteration 46Q (110327.660000 sec): 3 clusters
  Score: Raw -6775126.410906 + Penalty 3659.066214 = -6771467.344692
  nChanged 26
		SP:Iteration 47Q (110328.320000 sec): 3 clusters
  Score: Raw -6775130.657781 + Penalty 3659.066214 = -6771471.591567
  nChanged 21
		SP:Iteration 48Q (110328.980000 sec): 3 clusters
  Score: Raw -6775133.693465 + Penalty 3659.066214 = -6771474.627251
  nChanged 14
		SP:Iteration 49Q (110329.690000 sec): 3 clusters
  Score: Raw -6775135.544483 + Penalty 3659.066214 = -6771476.478269
  nChanged 14
		SP:Iteration 50Q (110330.400000 sec): 3 clusters
  Score: Raw -6775137.478547 + Penalty 3659.066214 = -6771478.412333
  nChanged 9
		SP:Iteration 51Q (110331.100000 sec): 3 clusters
  Score: Raw -6775139.046343 + Penalty 3659.066214 = -6771479.980129
  nChanged 13
		SP:Iteration 52Q (110331.790000 sec): 3 clusters
  Score: Raw -6775141.405800 + Penalty 3659.066214 = -6771482.339586
  nChanged 18
		SP:Iteration 53Q (110332.490000 sec): 3 clusters
  Score: Raw -6775143.915413 + Penalty 3659.066214 = -6771484.849199
  nChanged 11
		SP:Iteration 54Q (110333.150000 sec): 3 clusters
  Score: Raw -6775145.227673 + Penalty 3659.066214 = -6771486.161459
  nChanged 9
		SP:Iteration 55Q (110333.870000 sec): 3 clusters
  Score: Raw -6775146.493182 + Penalty 3659.066214 = -6771487.426968
  nChanged 7
		SP:Iteration 56Q (110334.580000 sec): 3 clusters
  Score: Raw -6775147.378613 + Penalty 3659.066214 = -6771488.312399
  nChanged 6
		SP:Iteration 57Q (110335.300000 sec): 3 clusters
  Score: Raw -6775147.898005 + Penalty 3659.066214 = -6771488.831791
  nChanged 7
		SP:Iteration 58Q (110335.960000 sec): 3 clusters
  Score: Raw -6775148.826551 + Penalty 3659.066214 = -6771489.760337
  nChanged 4
		SP:Iteration 59Q (110336.630000 sec): 3 clusters
  Score: Raw -6775149.465809 + Penalty 3659.066214 = -6771490.399595
  nChanged 5
		SP:Iteration 60F (110337.280000 sec): 3 clusters
  Score: Raw -6775149.967251 + Penalty 3659.066214 = -6771490.901037
  nChanged 4
		SP:Iteration 61Q (110337.980000 sec): 3 clusters
  Score: Raw -6775150.555535 + Penalty 3659.066214 = -6771491.489321
  nChanged 6
		SP:Iteration 62Q (110338.600000 sec): 3 clusters
  Score: Raw -6775151.356155 + Penalty 3659.066214 = -6771492.289941
  nChanged 5
		SP:Iteration 63Q (110339.250000 sec): 3 clusters
  Score: Raw -6775152.153853 + Penalty 3659.066214 = -6771493.087639
  nChanged 3
		SP:Iteration 64Q (110339.970000 sec): 3 clusters
  Score: Raw -6775152.419735 + Penalty 3659.066214 = -6771493.353521
  nChanged 2
		SP:Iteration 65Q (110340.650000 sec): 3 clusters
  Score: Raw -6775152.540839 + Penalty 3659.066214 = -6771493.474625
  nChanged 4
		SP:Iteration 66Q (110341.310000 sec): 3 clusters
  Score: Raw -6775152.949987 + Penalty 3659.066214 = -6771493.883773
  nChanged 5
		SP:Iteration 67Q (110342.020000 sec): 3 clusters
  Score: Raw -6775153.642838 + Penalty 3659.066214 = -6771494.576624
  nChanged 7
		SP:Iteration 68Q (110342.670000 sec): 3 clusters
  Score: Raw -6775154.518689 + Penalty 3659.066214 = -6771495.452475
  nChanged 6
		SP:Iteration 69Q (110343.310000 sec): 3 clusters
  Score: Raw -6775155.289151 + Penalty 3659.066214 = -6771496.222937
  nChanged 4
		SP:Iteration 70Q (110343.970000 sec): 3 clusters
  Score: Raw -6775155.789201 + Penalty 3659.066214 = -6771496.722987
  nChanged 4
		SP:Iteration 71Q (110344.650000 sec): 3 clusters
  Score: Raw -6775156.357144 + Penalty 3659.066214 = -6771497.290930
  nChanged 2
		SP:Iteration 72Q (110345.320000 sec): 3 clusters
  Score: Raw -6775156.700929 + Penalty 3659.066214 = -6771497.634715
  nChanged 3
		SP:Iteration 73Q (110346.030000 sec): 3 clusters
  Score: Raw -6775157.119467 + Penalty 3659.066214 = -6771498.053253
  nChanged 0
		SP:Iteration 74F (110346.720000 sec): 3 clusters
  Score: Raw -6775157.119467 + Penalty 3659.066214 = -6771498.053253
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 25 (12382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110346.860000 sec): 2 clusters
  Score: Raw -1105547.122258 + Penalty 1531.399851 = -1104015.722407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110347.070000 sec): 3 clusters
  Score: Raw -1098394.878356 + Penalty 3062.799702 = -1095332.078653
  nChanged 5352
		SP:Iteration 1F (110347.320000 sec): 3 clusters
  Score: Raw -1101284.916595 + Penalty 3062.799702 = -1098222.116892
  nChanged 684
		SP:Iteration 2F (110347.530000 sec): 3 clusters
  Score: Raw -1101566.120626 + Penalty 3062.799702 = -1098503.320924
  nChanged 603
		SP:Iteration 3Q (110347.760000 sec): 3 clusters
  Score: Raw -1101810.571946 + Penalty 3062.799702 = -1098747.772244
  nChanged 568
		SP:Iteration 4Q (110348.000000 sec): 3 clusters
  Score: Raw -1102065.145477 + Penalty 3062.799702 = -1099002.345774
  nChanged 625
		SP:Iteration 5F (110348.250000 sec): 3 clusters
  Score: Raw -1102415.442913 + Penalty 3062.799702 = -1099352.643211
  nChanged 708
		SP:Iteration 6F (110348.440000 sec): 3 clusters
  Score: Raw -1102868.683607 + Penalty 3062.799702 = -1099805.883904
  nChanged 780
		SP:Iteration 7F (110348.640000 sec): 3 clusters
  Score: Raw -1103481.138536 + Penalty 3062.799702 = -1100418.338834
  nChanged 816
		SP:Iteration 8F (110348.830000 sec): 3 clusters
  Score: Raw -1104202.435723 + Penalty 3062.799702 = -1101139.636021
  nChanged 633
		SP:Iteration 9F (110349.020000 sec): 3 clusters
  Score: Raw -1104799.574255 + Penalty 3062.799702 = -1101736.774553
  nChanged 417
		SP:Iteration 10Q (110349.230000 sec): 3 clusters
  Score: Raw -1105189.365809 + Penalty 3062.799702 = -1102126.566107
  nChanged 242
		SP:Iteration 11Q (110349.510000 sec): 3 clusters
  Score: Raw -1105428.705035 + Penalty 3062.799702 = -1102365.905333
  nChanged 138
		SP:Iteration 12Q (110349.720000 sec): 3 clusters
  Score: Raw -1105562.473182 + Penalty 3062.799702 = -1102499.673479
  nChanged 75
		SP:Iteration 13Q (110349.980000 sec): 3 clusters
  Score: Raw -1105635.639051 + Penalty 3062.799702 = -1102572.839349
  nChanged 37
		SP:Iteration 14Q (110350.180000 sec): 3 clusters
  Score: Raw -1105675.685638 + Penalty 3062.799702 = -1102612.885935
  nChanged 22
		SP:Iteration 15Q (110350.390000 sec): 3 clusters
  Score: Raw -1105702.704394 + Penalty 3062.799702 = -1102639.904691
  nChanged 17
		SP:Iteration 16Q (110350.640000 sec): 3 clusters
  Score: Raw -1105727.670867 + Penalty 3062.799702 = -1102664.871165
  nChanged 18
		SP:Iteration 17Q (110350.880000 sec): 3 clusters
  Score: Raw -1105746.921623 + Penalty 3062.799702 = -1102684.121921
  nChanged 12
		SP:Iteration 18Q (110351.070000 sec): 3 clusters
  Score: Raw -1105759.228108 + Penalty 3062.799702 = -1102696.428405
  nChanged 8
		SP:Iteration 19Q (110351.270000 sec): 3 clusters
  Score: Raw -1105768.415888 + Penalty 3062.799702 = -1102705.616186
  nChanged 4
		SP:Iteration 20F (110351.460000 sec): 3 clusters
  Score: Raw -1105774.784274 + Penalty 3062.799702 = -1102711.984572
  nChanged 4
		SP:Iteration 21Q (110351.650000 sec): 3 clusters
  Score: Raw -1105778.620107 + Penalty 3062.799702 = -1102715.820405
  nChanged 4
		SP:Iteration 22Q (110351.890000 sec): 3 clusters
  Score: Raw -1105783.020838 + Penalty 3062.799702 = -1102720.221136
  nChanged 1
		SP:Iteration 23Q (110352.120000 sec): 3 clusters
  Score: Raw -1105783.832592 + Penalty 3062.799702 = -1102721.032890
  nChanged 0
		SP:Iteration 24F (110352.390000 sec): 3 clusters
  Score: Raw -1105783.832592 + Penalty 3062.799702 = -1102721.032890
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 26 (53409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110352.780000 sec): 2 clusters
  Score: Raw -4632208.895531 + Penalty 1768.931864 = -4630439.963666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110353.270000 sec): 3 clusters
  Score: Raw -4598211.989139 + Penalty 3537.863729 = -4594674.125410
  nChanged 25226
		SP:Iteration 1F (110353.810000 sec): 3 clusters
  Score: Raw -4612844.277757 + Penalty 3537.863729 = -4609306.414028
  nChanged 2845
		SP:Iteration 2F (110354.370000 sec): 3 clusters
  Score: Raw -4614138.185519 + Penalty 3537.863729 = -4610600.321790
  nChanged 3428
		SP:Iteration 3F (110354.840000 sec): 3 clusters
  Score: Raw -4616146.163424 + Penalty 3537.863729 = -4612608.299696
  nChanged 4033
		SP:Iteration 4F (110355.300000 sec): 3 clusters
  Score: Raw -4618972.988097 + Penalty 3537.863729 = -4615435.124368
  nChanged 4316
		SP:Iteration 5F (110355.850000 sec): 3 clusters
  Score: Raw -4622382.685916 + Penalty 3537.863729 = -4618844.822188
  nChanged 3803
		SP:Iteration 6F (110356.330000 sec): 3 clusters
  Score: Raw -4625425.783739 + Penalty 3537.863729 = -4621887.920010
  nChanged 2835
		SP:Iteration 7F (110356.870000 sec): 3 clusters
  Score: Raw -4627800.675376 + Penalty 3537.863729 = -4624262.811647
  nChanged 1945
		SP:Iteration 8Q (110357.390000 sec): 3 clusters
  Score: Raw -4629675.231470 + Penalty 3537.863729 = -4626137.367741
  nChanged 1200
		SP:Iteration 9Q (110357.900000 sec): 3 clusters
  Score: Raw -4631103.036538 + Penalty 3537.863729 = -4627565.172810
  nChanged 792
		SP:Iteration 10Q (110358.410000 sec): 3 clusters
  Score: Raw -4631851.053431 + Penalty 3537.863729 = -4628313.189702
  nChanged 528
		SP:Iteration 11Q (110358.910000 sec): 3 clusters
  Score: Raw -4632169.378365 + Penalty 3537.863729 = -4628631.514636
  nChanged 360
		SP:Iteration 12Q (110359.420000 sec): 3 clusters
  Score: Raw -4632332.674167 + Penalty 3537.863729 = -4628794.810438
  nChanged 236
		SP:Iteration 13Q (110359.960000 sec): 3 clusters
  Score: Raw -4632416.102038 + Penalty 3537.863729 = -4628878.238310
  nChanged 178
		SP:Iteration 14Q (110360.490000 sec): 3 clusters
  Score: Raw -4632467.524211 + Penalty 3537.863729 = -4628929.660482
  nChanged 138
		SP:Iteration 15Q (110361.010000 sec): 3 clusters
  Score: Raw -4632502.196517 + Penalty 3537.863729 = -4628964.332788
  nChanged 122
		SP:Iteration 16Q (110361.530000 sec): 3 clusters
  Score: Raw -4632528.915041 + Penalty 3537.863729 = -4628991.051312
  nChanged 82
		SP:Iteration 17Q (110362.070000 sec): 3 clusters
  Score: Raw -4632541.762569 + Penalty 3537.863729 = -4629003.898840
  nChanged 59
		SP:Iteration 18Q (110362.630000 sec): 3 clusters
  Score: Raw -4632550.082771 + Penalty 3537.863729 = -4629012.219042
  nChanged 51
		SP:Iteration 19Q (110363.170000 sec): 3 clusters
  Score: Raw -4632557.279105 + Penalty 3537.863729 = -4629019.415376
  nChanged 43
		SP:Iteration 20F (110363.630000 sec): 3 clusters
  Score: Raw -4632562.243504 + Penalty 3537.863729 = -4629024.379775
  nChanged 34
		SP:Iteration 21Q (110364.180000 sec): 3 clusters
  Score: Raw -4632566.136110 + Penalty 3537.863729 = -4629028.272381
  nChanged 28
		SP:Iteration 22Q (110364.650000 sec): 3 clusters
  Score: Raw -4632569.103326 + Penalty 3537.863729 = -4629031.239597
  nChanged 20
		SP:Iteration 23Q (110365.160000 sec): 3 clusters
  Score: Raw -4632571.060104 + Penalty 3537.863729 = -4629033.196375
  nChanged 23
		SP:Iteration 24Q (110365.760000 sec): 3 clusters
  Score: Raw -4632573.481878 + Penalty 3537.863729 = -4629035.618149
  nChanged 13
		SP:Iteration 25Q (110366.260000 sec): 3 clusters
  Score: Raw -4632574.769662 + Penalty 3537.863729 = -4629036.905933
  nChanged 12
		SP:Iteration 26Q (110366.750000 sec): 3 clusters
  Score: Raw -4632575.608099 + Penalty 3537.863729 = -4629037.744370
  nChanged 9
		SP:Iteration 27Q (110367.260000 sec): 3 clusters
  Score: Raw -4632576.391278 + Penalty 3537.863729 = -4629038.527549
  nChanged 12
		SP:Iteration 28Q (110367.820000 sec): 3 clusters
  Score: Raw -4632577.695024 + Penalty 3537.863729 = -4629039.831295
  nChanged 13
		SP:Iteration 29Q (110368.340000 sec): 3 clusters
  Score: Raw -4632578.503109 + Penalty 3537.863729 = -4629040.639380
  nChanged 8
		SP:Iteration 30Q (110368.840000 sec): 3 clusters
  Score: Raw -4632579.003734 + Penalty 3537.863729 = -4629041.140005
  nChanged 8
		SP:Iteration 31Q (110369.390000 sec): 3 clusters
  Score: Raw -4632579.845586 + Penalty 3537.863729 = -4629041.981857
  nChanged 8
		SP:Iteration 32Q (110369.930000 sec): 3 clusters
  Score: Raw -4632580.414283 + Penalty 3537.863729 = -4629042.550554
  nChanged 5
		SP:Iteration 33Q (110370.500000 sec): 3 clusters
  Score: Raw -4632580.848046 + Penalty 3537.863729 = -4629042.984317
  nChanged 7
		SP:Iteration 34Q (110371.020000 sec): 3 clusters
  Score: Raw -4632581.473041 + Penalty 3537.863729 = -4629043.609312
  nChanged 4
		SP:Iteration 35Q (110371.570000 sec): 3 clusters
  Score: Raw -4632581.769303 + Penalty 3537.863729 = -4629043.905574
  nChanged 3
		SP:Iteration 36Q (110372.090000 sec): 3 clusters
  Score: Raw -4632581.897203 + Penalty 3537.863729 = -4629044.033475
  nChanged 1
		SP:Iteration 37Q (110372.640000 sec): 3 clusters
  Score: Raw -4632581.949109 + Penalty 3537.863729 = -4629044.085381
  nChanged 2
		SP:Iteration 38Q (110373.170000 sec): 3 clusters
  Score: Raw -4632582.044946 + Penalty 3537.863729 = -4629044.181217
  nChanged 2
		SP:Iteration 39Q (110373.660000 sec): 3 clusters
  Score: Raw -4632582.163535 + Penalty 3537.863729 = -4629044.299806
  nChanged 3
		SP:Iteration 40F (110374.180000 sec): 3 clusters
  Score: Raw -4632582.406993 + Penalty 3537.863729 = -4629044.543264
  nChanged 4
		SP:Iteration 41Q (110374.640000 sec): 3 clusters
  Score: Raw -4632582.680512 + Penalty 3537.863729 = -4629044.816783
  nChanged 6
		SP:Iteration 42Q (110375.140000 sec): 3 clusters
  Score: Raw -4632583.197848 + Penalty 3537.863729 = -4629045.334119
  nChanged 4
		SP:Iteration 43Q (110375.680000 sec): 3 clusters
  Score: Raw -4632583.684107 + Penalty 3537.863729 = -4629045.820378
  nChanged 5
		SP:Iteration 44Q (110376.250000 sec): 3 clusters
  Score: Raw -4632584.239726 + Penalty 3537.863729 = -4629046.375998
  nChanged 8
		SP:Iteration 45Q (110376.730000 sec): 3 clusters
  Score: Raw -4632585.031555 + Penalty 3537.863729 = -4629047.167826
  nChanged 5
		SP:Iteration 46Q (110377.320000 sec): 3 clusters
  Score: Raw -4632585.275312 + Penalty 3537.863729 = -4629047.411583
  nChanged 5
		SP:Iteration 47Q (110377.820000 sec): 3 clusters
  Score: Raw -4632585.539798 + Penalty 3537.863729 = -4629047.676069
  nChanged 8
		SP:Iteration 48Q (110378.360000 sec): 3 clusters
  Score: Raw -4632586.327669 + Penalty 3537.863729 = -4629048.463940
  nChanged 9
		SP:Iteration 49Q (110378.900000 sec): 3 clusters
  Score: Raw -4632587.148489 + Penalty 3537.863729 = -4629049.284761
  nChanged 10
		SP:Iteration 50Q (110379.420000 sec): 3 clusters
  Score: Raw -4632588.064454 + Penalty 3537.863729 = -4629050.200725
  nChanged 7
		SP:Iteration 51Q (110379.960000 sec): 3 clusters
  Score: Raw -4632588.881201 + Penalty 3537.863729 = -4629051.017473
  nChanged 11
		SP:Iteration 52Q (110380.500000 sec): 3 clusters
  Score: Raw -4632589.735755 + Penalty 3537.863729 = -4629051.872026
  nChanged 15
		SP:Iteration 53Q (110381.040000 sec): 3 clusters
  Score: Raw -4632591.168387 + Penalty 3537.863729 = -4629053.304658
  nChanged 19
		SP:Iteration 54Q (110381.560000 sec): 3 clusters
  Score: Raw -4632593.053968 + Penalty 3537.863729 = -4629055.190239
  nChanged 10
		SP:Iteration 55Q (110382.120000 sec): 3 clusters
  Score: Raw -4632593.572100 + Penalty 3537.863729 = -4629055.708371
  nChanged 6
		SP:Iteration 56Q (110382.620000 sec): 3 clusters
  Score: Raw -4632594.129343 + Penalty 3537.863729 = -4629056.265615
  nChanged 3
		SP:Iteration 57Q (110383.150000 sec): 3 clusters
  Score: Raw -4632594.327919 + Penalty 3537.863729 = -4629056.464191
  nChanged 5
		SP:Iteration 58Q (110383.630000 sec): 3 clusters
  Score: Raw -4632594.863447 + Penalty 3537.863729 = -4629056.999718
  nChanged 10
		SP:Iteration 59Q (110384.160000 sec): 3 clusters
  Score: Raw -4632595.886895 + Penalty 3537.863729 = -4629058.023167
  nChanged 10
		SP:Iteration 60F (110384.710000 sec): 3 clusters
  Score: Raw -4632596.667628 + Penalty 3537.863729 = -4629058.803899
  nChanged 7
		SP:Iteration 61Q (110385.250000 sec): 3 clusters
  Score: Raw -4632597.395178 + Penalty 3537.863729 = -4629059.531449
  nChanged 12
		SP:Iteration 62Q (110385.800000 sec): 3 clusters
  Score: Raw -4632598.038943 + Penalty 3537.863729 = -4629060.175214
  nChanged 6
		SP:Iteration 63Q (110386.340000 sec): 3 clusters
  Score: Raw -4632598.511948 + Penalty 3537.863729 = -4629060.648219
  nChanged 5
		SP:Iteration 64Q (110386.880000 sec): 3 clusters
  Score: Raw -4632598.853137 + Penalty 3537.863729 = -4629060.989408
  nChanged 4
		SP:Iteration 65Q (110387.420000 sec): 3 clusters
  Score: Raw -4632599.271665 + Penalty 3537.863729 = -4629061.407936
  nChanged 4
		SP:Iteration 66Q (110387.970000 sec): 3 clusters
  Score: Raw -4632599.583635 + Penalty 3537.863729 = -4629061.719906
  nChanged 2
		SP:Iteration 67Q (110388.500000 sec): 3 clusters
  Score: Raw -4632599.719897 + Penalty 3537.863729 = -4629061.856168
  nChanged 3
		SP:Iteration 68Q (110389.030000 sec): 3 clusters
  Score: Raw -4632599.907270 + Penalty 3537.863729 = -4629062.043541
  nChanged 3
		SP:Iteration 69Q (110389.570000 sec): 3 clusters
  Score: Raw -4632600.150548 + Penalty 3537.863729 = -4629062.286819
  nChanged 5
		SP:Iteration 70Q (110390.070000 sec): 3 clusters
  Score: Raw -4632600.567014 + Penalty 3537.863729 = -4629062.703285
  nChanged 4
		SP:Iteration 71Q (110390.610000 sec): 3 clusters
  Score: Raw -4632600.805388 + Penalty 3537.863729 = -4629062.941659
  nChanged 3
		SP:Iteration 72Q (110391.100000 sec): 3 clusters
  Score: Raw -4632600.956437 + Penalty 3537.863729 = -4629063.092708
  nChanged 4
		SP:Iteration 73Q (110391.600000 sec): 3 clusters
  Score: Raw -4632601.333418 + Penalty 3537.863729 = -4629063.469689
  nChanged 5
		SP:Iteration 74Q (110392.160000 sec): 3 clusters
  Score: Raw -4632601.863216 + Penalty 3537.863729 = -4629063.999488
  nChanged 6
		SP:Iteration 75Q (110392.700000 sec): 3 clusters
  Score: Raw -4632602.351553 + Penalty 3537.863729 = -4629064.487825
  nChanged 4
		SP:Iteration 76Q (110393.180000 sec): 3 clusters
  Score: Raw -4632602.605750 + Penalty 3537.863729 = -4629064.742021
  nChanged 2
		SP:Iteration 77Q (110393.760000 sec): 3 clusters
  Score: Raw -4632602.681772 + Penalty 3537.863729 = -4629064.818043
  nChanged 0
		SP:Iteration 78F (110394.300000 sec): 3 clusters
  Score: Raw -4632602.681772 + Penalty 3537.863729 = -4629064.818043
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 27 (149370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110395.120000 sec): 2 clusters
  Score: Raw -12770645.738594 + Penalty 1936.054531 = -12768709.684063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110396.260000 sec): 3 clusters
  Score: Raw -12672749.297200 + Penalty 3872.109062 = -12668877.188138
  nChanged 71821
		SP:Iteration 1F (110397.380000 sec): 3 clusters
  Score: Raw -12715964.453412 + Penalty 3872.109062 = -12712092.344350
  nChanged 5599
		SP:Iteration 2Q (110398.630000 sec): 3 clusters
  Score: Raw -12717784.512830 + Penalty 3872.109062 = -12713912.403769
  nChanged 6532
		SP:Iteration 3Q (110399.870000 sec): 3 clusters
  Score: Raw -12720376.895059 + Penalty 3872.109062 = -12716504.785997
  nChanged 7691
		SP:Iteration 4F (110401.000000 sec): 3 clusters
  Score: Raw -12724349.672739 + Penalty 3872.109062 = -12720477.563677
  nChanged 9251
		SP:Iteration 5F (110402.140000 sec): 3 clusters
  Score: Raw -12730325.044819 + Penalty 3872.109062 = -12726452.935757
  nChanged 10415
		SP:Iteration 6F (110403.270000 sec): 3 clusters
  Score: Raw -12738227.287738 + Penalty 3872.109062 = -12734355.178676
  nChanged 10417
		SP:Iteration 7F (110404.400000 sec): 3 clusters
  Score: Raw -12746927.284422 + Penalty 3872.109062 = -12743055.175360
  nChanged 8973
		SP:Iteration 8F (110405.490000 sec): 3 clusters
  Score: Raw -12754598.838600 + Penalty 3872.109062 = -12750726.729538
  nChanged 6696
		SP:Iteration 9Q (110406.670000 sec): 3 clusters
  Score: Raw -12760111.036272 + Penalty 3872.109062 = -12756238.927210
  nChanged 4912
		SP:Iteration 10Q (110407.890000 sec): 3 clusters
  Score: Raw -12763919.088211 + Penalty 3872.109062 = -12760046.979150
  nChanged 3515
		SP:Iteration 11Q (110409.080000 sec): 3 clusters
  Score: Raw -12766477.330856 + Penalty 3872.109062 = -12762605.221795
  nChanged 2534
		SP:Iteration 12Q (110410.270000 sec): 3 clusters
  Score: Raw -12768251.988063 + Penalty 3872.109062 = -12764379.879001
  nChanged 1710
		SP:Iteration 13Q (110411.470000 sec): 3 clusters
  Score: Raw -12769395.824540 + Penalty 3872.109062 = -12765523.715478
  nChanged 1086
		SP:Iteration 14Q (110412.650000 sec): 3 clusters
  Score: Raw -12770104.107866 + Penalty 3872.109062 = -12766231.998804
  nChanged 604
		SP:Iteration 15Q (110413.870000 sec): 3 clusters
  Score: Raw -12770493.734431 + Penalty 3872.109062 = -12766621.625370
  nChanged 371
		SP:Iteration 16Q (110415.100000 sec): 3 clusters
  Score: Raw -12770733.441613 + Penalty 3872.109062 = -12766861.332551
  nChanged 212
		SP:Iteration 17Q (110416.290000 sec): 3 clusters
  Score: Raw -12770868.450039 + Penalty 3872.109062 = -12766996.340977
  nChanged 149
		SP:Iteration 18Q (110417.430000 sec): 3 clusters
  Score: Raw -12770979.205384 + Penalty 3872.109062 = -12767107.096322
  nChanged 92
		SP:Iteration 19Q (110418.530000 sec): 3 clusters
  Score: Raw -12771047.324440 + Penalty 3872.109062 = -12767175.215378
  nChanged 83
		SP:Iteration 20F (110419.650000 sec): 3 clusters
  Score: Raw -12771091.286012 + Penalty 3872.109062 = -12767219.176950
  nChanged 49
		SP:Iteration 21Q (110420.860000 sec): 3 clusters
  Score: Raw -12771118.510674 + Penalty 3872.109062 = -12767246.401612
  nChanged 37
		SP:Iteration 22Q (110422.070000 sec): 3 clusters
  Score: Raw -12771140.428534 + Penalty 3872.109062 = -12767268.319472
  nChanged 29
		SP:Iteration 23Q (110423.260000 sec): 3 clusters
  Score: Raw -12771156.803022 + Penalty 3872.109062 = -12767284.693961
  nChanged 27
		SP:Iteration 24Q (110424.440000 sec): 3 clusters
  Score: Raw -12771172.001889 + Penalty 3872.109062 = -12767299.892827
  nChanged 22
		SP:Iteration 25Q (110425.680000 sec): 3 clusters
  Score: Raw -12771186.621636 + Penalty 3872.109062 = -12767314.512574
  nChanged 25
		SP:Iteration 26Q (110426.900000 sec): 3 clusters
  Score: Raw -12771202.340151 + Penalty 3872.109062 = -12767330.231090
  nChanged 29
		SP:Iteration 27Q (110428.050000 sec): 3 clusters
  Score: Raw -12771217.175685 + Penalty 3872.109062 = -12767345.066623
  nChanged 17
		SP:Iteration 28Q (110429.290000 sec): 3 clusters
  Score: Raw -12771224.831478 + Penalty 3872.109062 = -12767352.722416
  nChanged 15
		SP:Iteration 29Q (110430.520000 sec): 3 clusters
  Score: Raw -12771232.314307 + Penalty 3872.109062 = -12767360.205245
  nChanged 13
		SP:Iteration 30Q (110431.680000 sec): 3 clusters
  Score: Raw -12771238.054624 + Penalty 3872.109062 = -12767365.945562
  nChanged 13
		SP:Iteration 31Q (110432.860000 sec): 3 clusters
  Score: Raw -12771243.126073 + Penalty 3872.109062 = -12767371.017011
  nChanged 6
		SP:Iteration 32Q (110434.020000 sec): 3 clusters
  Score: Raw -12771245.627456 + Penalty 3872.109062 = -12767373.518395
  nChanged 7
		SP:Iteration 33Q (110435.150000 sec): 3 clusters
  Score: Raw -12771248.947333 + Penalty 3872.109062 = -12767376.838272
  nChanged 8
		SP:Iteration 34Q (110436.250000 sec): 3 clusters
  Score: Raw -12771252.877138 + Penalty 3872.109062 = -12767380.768076
  nChanged 8
		SP:Iteration 35Q (110437.410000 sec): 3 clusters
  Score: Raw -12771256.603868 + Penalty 3872.109062 = -12767384.494806
  nChanged 7
		SP:Iteration 36Q (110438.540000 sec): 3 clusters
  Score: Raw -12771258.865560 + Penalty 3872.109062 = -12767386.756499
  nChanged 7
		SP:Iteration 37Q (110439.650000 sec): 3 clusters
  Score: Raw -12771261.300284 + Penalty 3872.109062 = -12767389.191223
  nChanged 3
		SP:Iteration 38Q (110440.830000 sec): 3 clusters
  Score: Raw -12771262.558695 + Penalty 3872.109062 = -12767390.449633
  nChanged 3
		SP:Iteration 39Q (110441.920000 sec): 3 clusters
  Score: Raw -12771263.446701 + Penalty 3872.109062 = -12767391.337639
  nChanged 2
		SP:Iteration 40F (110443.060000 sec): 3 clusters
  Score: Raw -12771264.096258 + Penalty 3872.109062 = -12767391.987197
  nChanged 2
		SP:Iteration 41Q (110444.220000 sec): 3 clusters
  Score: Raw -12771264.720690 + Penalty 3872.109062 = -12767392.611628
  nChanged 0
		SP:Iteration 42F (110445.350000 sec): 3 clusters
  Score: Raw -12771264.720690 + Penalty 3872.109062 = -12767392.611628
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 28 (6269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110445.480000 sec): 2 clusters
  Score: Raw -523432.792965 + Penalty 1420.797971 = -522011.994994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110445.630000 sec): 3 clusters
  Score: Raw -520024.999150 + Penalty 2841.595943 = -517183.403208
  nChanged 2624
		SP:Iteration 1F (110445.780000 sec): 3 clusters
  Score: Raw -521520.781447 + Penalty 2841.595943 = -518679.185505
  nChanged 506
		SP:Iteration 2F (110445.940000 sec): 3 clusters
  Score: Raw -521876.718209 + Penalty 2841.595943 = -519035.122266
  nChanged 462
		SP:Iteration 3F (110446.090000 sec): 3 clusters
  Score: Raw -522276.048303 + Penalty 2841.595943 = -519434.452360
  nChanged 479
		SP:Iteration 4F (110446.240000 sec): 3 clusters
  Score: Raw -522655.108097 + Penalty 2841.595943 = -519813.512155
  nChanged 394
		SP:Iteration 5F (110446.380000 sec): 3 clusters
  Score: Raw -522955.641403 + Penalty 2841.595943 = -520114.045460
  nChanged 322
		SP:Iteration 6F (110446.530000 sec): 3 clusters
  Score: Raw -523166.926435 + Penalty 2841.595943 = -520325.330493
  nChanged 235
		SP:Iteration 7Q (110446.720000 sec): 3 clusters
  Score: Raw -523289.646772 + Penalty 2841.595943 = -520448.050830
  nChanged 175
		SP:Iteration 8Q (110446.870000 sec): 3 clusters
  Score: Raw -523369.291757 + Penalty 2841.595943 = -520527.695815
  nChanged 125
		SP:Iteration 9Q (110447.020000 sec): 3 clusters
  Score: Raw -523413.901897 + Penalty 2841.595943 = -520572.305954
  nChanged 89
		SP:Iteration 10Q (110447.180000 sec): 3 clusters
  Score: Raw -523442.505944 + Penalty 2841.595943 = -520600.910001
  nChanged 64
		SP:Iteration 11Q (110447.320000 sec): 3 clusters
  Score: Raw -523465.296190 + Penalty 2841.595943 = -520623.700247
  nChanged 69
		SP:Iteration 12Q (110447.480000 sec): 3 clusters
  Score: Raw -523488.718942 + Penalty 2841.595943 = -520647.123000
  nChanged 56
		SP:Iteration 13Q (110447.630000 sec): 3 clusters
  Score: Raw -523502.020285 + Penalty 2841.595943 = -520660.424342
  nChanged 28
		SP:Iteration 14Q (110447.790000 sec): 3 clusters
  Score: Raw -523510.669982 + Penalty 2841.595943 = -520669.074039
  nChanged 24
		SP:Iteration 15Q (110447.980000 sec): 3 clusters
  Score: Raw -523516.795375 + Penalty 2841.595943 = -520675.199432
  nChanged 23
		SP:Iteration 16Q (110448.140000 sec): 3 clusters
  Score: Raw -523523.305782 + Penalty 2841.595943 = -520681.709839
  nChanged 21
		SP:Iteration 17Q (110448.290000 sec): 3 clusters
  Score: Raw -523529.022489 + Penalty 2841.595943 = -520687.426546
  nChanged 25
		SP:Iteration 18Q (110448.460000 sec): 3 clusters
  Score: Raw -523536.321165 + Penalty 2841.595943 = -520694.725223
  nChanged 31
		SP:Iteration 19Q (110448.640000 sec): 3 clusters
  Score: Raw -523551.051454 + Penalty 2841.595943 = -520709.455512
  nChanged 42
		SP:Iteration 20F (110448.860000 sec): 3 clusters
  Score: Raw -523567.911440 + Penalty 2841.595943 = -520726.315497
  nChanged 39
		SP:Iteration 21Q (110448.980000 sec): 3 clusters
  Score: Raw -523585.990992 + Penalty 2841.595943 = -520744.395049
  nChanged 51
		SP:Iteration 22Q (110449.150000 sec): 3 clusters
  Score: Raw -523604.017775 + Penalty 2841.595943 = -520762.421832
  nChanged 39
		SP:Iteration 23Q (110449.320000 sec): 3 clusters
  Score: Raw -523617.765966 + Penalty 2841.595943 = -520776.170023
  nChanged 42
		SP:Iteration 24Q (110449.480000 sec): 3 clusters
  Score: Raw -523629.765950 + Penalty 2841.595943 = -520788.170007
  nChanged 36
		SP:Iteration 25Q (110449.680000 sec): 3 clusters
  Score: Raw -523640.438957 + Penalty 2841.595943 = -520798.843014
  nChanged 40
		SP:Iteration 26Q (110449.830000 sec): 3 clusters
  Score: Raw -523650.819092 + Penalty 2841.595943 = -520809.223150
  nChanged 24
		SP:Iteration 27Q (110449.980000 sec): 3 clusters
  Score: Raw -523657.472677 + Penalty 2841.595943 = -520815.876734
  nChanged 20
		SP:Iteration 28Q (110450.150000 sec): 3 clusters
  Score: Raw -523663.521004 + Penalty 2841.595943 = -520821.925061
  nChanged 19
		SP:Iteration 29Q (110450.310000 sec): 3 clusters
  Score: Raw -523667.399521 + Penalty 2841.595943 = -520825.803579
  nChanged 10
		SP:Iteration 30Q (110450.540000 sec): 3 clusters
  Score: Raw -523668.693596 + Penalty 2841.595943 = -520827.097654
  nChanged 6
		SP:Iteration 31Q (110450.730000 sec): 3 clusters
  Score: Raw -523669.390611 + Penalty 2841.595943 = -520827.794668
  nChanged 2
		SP:Iteration 32Q (110450.890000 sec): 3 clusters
  Score: Raw -523669.690980 + Penalty 2841.595943 = -520828.095037
  nChanged 6
		SP:Iteration 33Q (110451.090000 sec): 3 clusters
  Score: Raw -523670.405645 + Penalty 2841.595943 = -520828.809702
  nChanged 5
		SP:Iteration 34Q (110451.260000 sec): 3 clusters
  Score: Raw -523671.332201 + Penalty 2841.595943 = -520829.736258
  nChanged 3
		SP:Iteration 35Q (110451.430000 sec): 3 clusters
  Score: Raw -523672.093155 + Penalty 2841.595943 = -520830.497212
  nChanged 4
		SP:Iteration 36Q (110451.620000 sec): 3 clusters
  Score: Raw -523672.732501 + Penalty 2841.595943 = -520831.136558
  nChanged 2
		SP:Iteration 37Q (110451.820000 sec): 3 clusters
  Score: Raw -523672.969819 + Penalty 2841.595943 = -520831.373877
  nChanged 1
		SP:Iteration 38Q (110452.010000 sec): 3 clusters
  Score: Raw -523673.201761 + Penalty 2841.595943 = -520831.605819
  nChanged 1
		SP:Iteration 39Q (110452.180000 sec): 3 clusters
  Score: Raw -523673.275598 + Penalty 2841.595943 = -520831.679655
  nChanged 0
		SP:Iteration 40F (110452.330000 sec): 3 clusters
  Score: Raw -523673.275598 + Penalty 2841.595943 = -520831.679655
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 29 (3650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110452.490000 sec): 2 clusters
  Score: Raw -285658.725137 + Penalty 1332.903398 = -284325.821740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110452.620000 sec): 3 clusters
  Score: Raw -283959.331426 + Penalty 2665.806795 = -281293.524631
  nChanged 1390
		SP:Iteration 1F (110452.760000 sec): 3 clusters
  Score: Raw -284793.488451 + Penalty 2665.806795 = -282127.681656
  nChanged 299
		SP:Iteration 2F (110452.910000 sec): 3 clusters
  Score: Raw -285013.432133 + Penalty 2665.806795 = -282347.625338
  nChanged 233
		SP:Iteration 3F (110453.050000 sec): 3 clusters
  Score: Raw -285192.263789 + Penalty 2665.806795 = -282526.456994
  nChanged 198
		SP:Iteration 4F (110453.200000 sec): 3 clusters
  Score: Raw -285329.788276 + Penalty 2665.806795 = -282663.981481
  nChanged 166
		SP:Iteration 5Q (110453.340000 sec): 3 clusters
  Score: Raw -285447.950695 + Penalty 2665.806795 = -282782.143900
  nChanged 164
		SP:Iteration 6Q (110453.490000 sec): 3 clusters
  Score: Raw -285555.457869 + Penalty 2665.806795 = -282889.651074
  nChanged 130
		SP:Iteration 7Q (110453.650000 sec): 3 clusters
  Score: Raw -285638.893110 + Penalty 2665.806795 = -282973.086315
  nChanged 109
		SP:Iteration 8Q (110453.810000 sec): 3 clusters
  Score: Raw -285707.579685 + Penalty 2665.806795 = -283041.772890
  nChanged 102
		SP:Iteration 9Q (110453.970000 sec): 3 clusters
  Score: Raw -285767.956163 + Penalty 2665.806795 = -283102.149367
  nChanged 80
		SP:Iteration 10Q (110454.130000 sec): 3 clusters
  Score: Raw -285812.398725 + Penalty 2665.806795 = -283146.591930
  nChanged 79
		SP:Iteration 11Q (110454.280000 sec): 3 clusters
  Score: Raw -285853.022944 + Penalty 2665.806795 = -283187.216149
  nChanged 59
		SP:Iteration 12Q (110454.440000 sec): 3 clusters
  Score: Raw -285887.152642 + Penalty 2665.806795 = -283221.345847
  nChanged 53
		SP:Iteration 13Q (110454.600000 sec): 3 clusters
  Score: Raw -285919.378721 + Penalty 2665.806795 = -283253.571926
  nChanged 53
		SP:Iteration 14Q (110454.760000 sec): 3 clusters
  Score: Raw -285947.418223 + Penalty 2665.806795 = -283281.611428
  nChanged 43
		SP:Iteration 15Q (110454.920000 sec): 3 clusters
  Score: Raw -285967.733954 + Penalty 2665.806795 = -283301.927159
  nChanged 36
		SP:Iteration 16Q (110455.080000 sec): 3 clusters
  Score: Raw -285984.404361 + Penalty 2665.806795 = -283318.597566
  nChanged 34
		SP:Iteration 17Q (110455.240000 sec): 3 clusters
  Score: Raw -285997.947719 + Penalty 2665.806795 = -283332.140924
  nChanged 30
		SP:Iteration 18Q (110455.400000 sec): 3 clusters
  Score: Raw -286009.099104 + Penalty 2665.806795 = -283343.292309
  nChanged 21
		SP:Iteration 19Q (110455.560000 sec): 3 clusters
  Score: Raw -286017.022746 + Penalty 2665.806795 = -283351.215951
  nChanged 15
		SP:Iteration 20F (110455.720000 sec): 3 clusters
  Score: Raw -286021.821237 + Penalty 2665.806795 = -283356.014441
  nChanged 12
		SP:Iteration 21Q (110455.880000 sec): 3 clusters
  Score: Raw -286025.106643 + Penalty 2665.806795 = -283359.299848
  nChanged 11
		SP:Iteration 22Q (110456.040000 sec): 3 clusters
  Score: Raw -286028.853509 + Penalty 2665.806795 = -283363.046714
  nChanged 13
		SP:Iteration 23Q (110456.200000 sec): 3 clusters
  Score: Raw -286033.096785 + Penalty 2665.806795 = -283367.289990
  nChanged 16
		SP:Iteration 24Q (110456.360000 sec): 3 clusters
  Score: Raw -286039.206017 + Penalty 2665.806795 = -283373.399222
  nChanged 17
		SP:Iteration 25Q (110456.520000 sec): 3 clusters
  Score: Raw -286045.156475 + Penalty 2665.806795 = -283379.349680
  nChanged 13
		SP:Iteration 26Q (110456.680000 sec): 3 clusters
  Score: Raw -286051.220705 + Penalty 2665.806795 = -283385.413910
  nChanged 20
		SP:Iteration 27Q (110456.840000 sec): 3 clusters
  Score: Raw -286061.290960 + Penalty 2665.806795 = -283395.484165
  nChanged 20
		SP:Iteration 28Q (110457.000000 sec): 3 clusters
  Score: Raw -286074.887444 + Penalty 2665.806795 = -283409.080648
  nChanged 22
		SP:Iteration 29Q (110457.160000 sec): 3 clusters
  Score: Raw -286089.972580 + Penalty 2665.806795 = -283424.165785
  nChanged 27
		SP:Iteration 30Q (110457.340000 sec): 3 clusters
  Score: Raw -286107.036659 + Penalty 2665.806795 = -283441.229864
  nChanged 32
		SP:Iteration 31Q (110457.510000 sec): 3 clusters
  Score: Raw -286121.877732 + Penalty 2665.806795 = -283456.070937
  nChanged 23
		SP:Iteration 32Q (110457.690000 sec): 3 clusters
  Score: Raw -286130.849844 + Penalty 2665.806795 = -283465.043049
  nChanged 23
		SP:Iteration 33Q (110457.860000 sec): 3 clusters
  Score: Raw -286138.783134 + Penalty 2665.806795 = -283472.976339
  nChanged 17
		SP:Iteration 34Q (110458.040000 sec): 3 clusters
  Score: Raw -286146.392347 + Penalty 2665.806795 = -283480.585552
  nChanged 13
		SP:Iteration 35Q (110458.220000 sec): 3 clusters
  Score: Raw -286152.686073 + Penalty 2665.806795 = -283486.879278
  nChanged 14
		SP:Iteration 36Q (110458.390000 sec): 3 clusters
  Score: Raw -286159.068658 + Penalty 2665.806795 = -283493.261863
  nChanged 21
		SP:Iteration 37Q (110458.570000 sec): 3 clusters
  Score: Raw -286168.719745 + Penalty 2665.806795 = -283502.912949
  nChanged 25
		SP:Iteration 38Q (110458.740000 sec): 3 clusters
  Score: Raw -286182.683625 + Penalty 2665.806795 = -283516.876830
  nChanged 26
		SP:Iteration 39Q (110458.920000 sec): 3 clusters
  Score: Raw -286191.964551 + Penalty 2665.806795 = -283526.157756
  nChanged 23
		SP:Iteration 40F (110459.100000 sec): 3 clusters
  Score: Raw -286201.485435 + Penalty 2665.806795 = -283535.678640
  nChanged 25
		SP:Iteration 41Q (110459.270000 sec): 3 clusters
  Score: Raw -286211.098100 + Penalty 2665.806795 = -283545.291305
  nChanged 18
		SP:Iteration 42Q (110459.450000 sec): 3 clusters
  Score: Raw -286218.614259 + Penalty 2665.806795 = -283552.807464
  nChanged 16
		SP:Iteration 43Q (110459.620000 sec): 3 clusters
  Score: Raw -286223.655653 + Penalty 2665.806795 = -283557.848858
  nChanged 13
		SP:Iteration 44Q (110459.800000 sec): 3 clusters
  Score: Raw -286227.501190 + Penalty 2665.806795 = -283561.694395
  nChanged 9
		SP:Iteration 45Q (110459.980000 sec): 3 clusters
  Score: Raw -286229.749186 + Penalty 2665.806795 = -283563.942390
  nChanged 10
		SP:Iteration 46Q (110460.150000 sec): 3 clusters
  Score: Raw -286232.888610 + Penalty 2665.806795 = -283567.081815
  nChanged 7
		SP:Iteration 47Q (110460.330000 sec): 3 clusters
  Score: Raw -286235.684404 + Penalty 2665.806795 = -283569.877608
  nChanged 7
		SP:Iteration 48Q (110460.500000 sec): 3 clusters
  Score: Raw -286237.739981 + Penalty 2665.806795 = -283571.933186
  nChanged 11
		SP:Iteration 49Q (110460.680000 sec): 3 clusters
  Score: Raw -286240.547461 + Penalty 2665.806795 = -283574.740666
  nChanged 12
		SP:Iteration 50Q (110460.860000 sec): 3 clusters
  Score: Raw -286243.881389 + Penalty 2665.806795 = -283578.074594
  nChanged 8
		SP:Iteration 51Q (110461.030000 sec): 3 clusters
  Score: Raw -286245.668317 + Penalty 2665.806795 = -283579.861521
  nChanged 9
		SP:Iteration 52Q (110461.210000 sec): 3 clusters
  Score: Raw -286248.827804 + Penalty 2665.806795 = -283583.021009
  nChanged 10
		SP:Iteration 53Q (110461.380000 sec): 3 clusters
  Score: Raw -286251.263311 + Penalty 2665.806795 = -283585.456516
  nChanged 7
		SP:Iteration 54Q (110461.560000 sec): 3 clusters
  Score: Raw -286253.750229 + Penalty 2665.806795 = -283587.943433
  nChanged 7
		SP:Iteration 55Q (110461.740000 sec): 3 clusters
  Score: Raw -286256.137621 + Penalty 2665.806795 = -283590.330826
  nChanged 4
		SP:Iteration 56Q (110461.910000 sec): 3 clusters
  Score: Raw -286257.545540 + Penalty 2665.806795 = -283591.738745
  nChanged 1
		SP:Iteration 57Q (110462.090000 sec): 3 clusters
  Score: Raw -286257.670806 + Penalty 2665.806795 = -283591.864011
  nChanged 2
		SP:Iteration 58Q (110462.260000 sec): 3 clusters
  Score: Raw -286257.991528 + Penalty 2665.806795 = -283592.184733
  nChanged 0
		SP:Iteration 59F (110462.440000 sec): 3 clusters
  Score: Raw -286257.991528 + Penalty 2665.806795 = -283592.184733
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 30 (3886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110462.550000 sec): 2 clusters
  Score: Raw -333700.074500 + Penalty 1343.084540 = -332356.989960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110462.700000 sec): 3 clusters
  Score: Raw -331802.520076 + Penalty 2686.169080 = -329116.350996
  nChanged 1502
		SP:Iteration 1F (110462.880000 sec): 3 clusters
  Score: Raw -332718.874521 + Penalty 2686.169080 = -330032.705441
  nChanged 285
		SP:Iteration 2F (110463.060000 sec): 3 clusters
  Score: Raw -332869.128118 + Penalty 2686.169080 = -330182.959038
  nChanged 160
		SP:Iteration 3Q (110463.230000 sec): 3 clusters
  Score: Raw -332945.555139 + Penalty 2686.169080 = -330259.386060
  nChanged 116
		SP:Iteration 4Q (110463.410000 sec): 3 clusters
  Score: Raw -333003.081798 + Penalty 2686.169080 = -330316.912719
  nChanged 87
		SP:Iteration 5Q (110463.580000 sec): 3 clusters
  Score: Raw -333045.938656 + Penalty 2686.169080 = -330359.769577
  nChanged 81
		SP:Iteration 6Q (110463.760000 sec): 3 clusters
  Score: Raw -333075.631081 + Penalty 2686.169080 = -330389.462001
  nChanged 79
		SP:Iteration 7Q (110463.940000 sec): 3 clusters
  Score: Raw -333107.784126 + Penalty 2686.169080 = -330421.615046
  nChanged 84
		SP:Iteration 8Q (110464.110000 sec): 3 clusters
  Score: Raw -333146.671213 + Penalty 2686.169080 = -330460.502133
  nChanged 80
		SP:Iteration 9Q (110464.290000 sec): 3 clusters
  Score: Raw -333183.729603 + Penalty 2686.169080 = -330497.560524
  nChanged 68
		SP:Iteration 10Q (110464.460000 sec): 3 clusters
  Score: Raw -333214.316371 + Penalty 2686.169080 = -330528.147291
  nChanged 65
		SP:Iteration 11Q (110464.640000 sec): 3 clusters
  Score: Raw -333243.212534 + Penalty 2686.169080 = -330557.043454
  nChanged 73
		SP:Iteration 12Q (110464.810000 sec): 3 clusters
  Score: Raw -333274.894030 + Penalty 2686.169080 = -330588.724950
  nChanged 59
		SP:Iteration 13Q (110464.990000 sec): 3 clusters
  Score: Raw -333298.682008 + Penalty 2686.169080 = -330612.512928
  nChanged 54
		SP:Iteration 14Q (110465.160000 sec): 3 clusters
  Score: Raw -333323.958537 + Penalty 2686.169080 = -330637.789458
  nChanged 61
		SP:Iteration 15Q (110465.340000 sec): 3 clusters
  Score: Raw -333354.540043 + Penalty 2686.169080 = -330668.370963
  nChanged 67
		SP:Iteration 16Q (110465.540000 sec): 3 clusters
  Score: Raw -333389.087915 + Penalty 2686.169080 = -330702.918835
  nChanged 78
		SP:Iteration 17Q (110465.690000 sec): 3 clusters
  Score: Raw -333428.365006 + Penalty 2686.169080 = -330742.195927
  nChanged 62
		SP:Iteration 18Q (110465.870000 sec): 3 clusters
  Score: Raw -333456.110257 + Penalty 2686.169080 = -330769.941177
  nChanged 58
		SP:Iteration 19Q (110466.040000 sec): 3 clusters
  Score: Raw -333493.341926 + Penalty 2686.169080 = -330807.172846
  nChanged 67
		SP:Iteration 20F (110466.220000 sec): 3 clusters
  Score: Raw -333533.702800 + Penalty 2686.169080 = -330847.533720
  nChanged 63
		SP:Iteration 21Q (110466.400000 sec): 3 clusters
  Score: Raw -333568.521176 + Penalty 2686.169080 = -330882.352096
  nChanged 53
		SP:Iteration 22Q (110466.570000 sec): 3 clusters
  Score: Raw -333601.436959 + Penalty 2686.169080 = -330915.267879
  nChanged 51
		SP:Iteration 23Q (110466.750000 sec): 3 clusters
  Score: Raw -333633.591131 + Penalty 2686.169080 = -330947.422051
  nChanged 52
		SP:Iteration 24Q (110466.920000 sec): 3 clusters
  Score: Raw -333667.028006 + Penalty 2686.169080 = -330980.858926
  nChanged 46
		SP:Iteration 25Q (110467.100000 sec): 3 clusters
  Score: Raw -333689.997284 + Penalty 2686.169080 = -331003.828204
  nChanged 27
		SP:Iteration 26Q (110467.280000 sec): 3 clusters
  Score: Raw -333707.769001 + Penalty 2686.169080 = -331021.599922
  nChanged 31
		SP:Iteration 27Q (110467.450000 sec): 3 clusters
  Score: Raw -333726.464477 + Penalty 2686.169080 = -331040.295398
  nChanged 32
		SP:Iteration 28Q (110467.630000 sec): 3 clusters
  Score: Raw -333744.000974 + Penalty 2686.169080 = -331057.831895
  nChanged 32
		SP:Iteration 29Q (110467.800000 sec): 3 clusters
  Score: Raw -333766.325007 + Penalty 2686.169080 = -331080.155927
  nChanged 26
		SP:Iteration 30Q (110467.980000 sec): 3 clusters
  Score: Raw -333781.405479 + Penalty 2686.169080 = -331095.236400
  nChanged 19
		SP:Iteration 31Q (110468.160000 sec): 3 clusters
  Score: Raw -333788.901010 + Penalty 2686.169080 = -331102.731930
  nChanged 12
		SP:Iteration 32Q (110468.330000 sec): 3 clusters
  Score: Raw -333794.978557 + Penalty 2686.169080 = -331108.809477
  nChanged 14
		SP:Iteration 33Q (110468.510000 sec): 3 clusters
  Score: Raw -333802.472586 + Penalty 2686.169080 = -331116.303507
  nChanged 10
		SP:Iteration 34Q (110468.690000 sec): 3 clusters
  Score: Raw -333808.958915 + Penalty 2686.169080 = -331122.789835
  nChanged 12
		SP:Iteration 35Q (110468.860000 sec): 3 clusters
  Score: Raw -333813.585124 + Penalty 2686.169080 = -331127.416045
  nChanged 7
		SP:Iteration 36Q (110469.040000 sec): 3 clusters
  Score: Raw -333817.306222 + Penalty 2686.169080 = -331131.137143
  nChanged 10
		SP:Iteration 37Q (110469.210000 sec): 3 clusters
  Score: Raw -333821.451474 + Penalty 2686.169080 = -331135.282394
  nChanged 9
		SP:Iteration 38Q (110469.390000 sec): 3 clusters
  Score: Raw -333825.387650 + Penalty 2686.169080 = -331139.218570
  nChanged 7
		SP:Iteration 39Q (110469.570000 sec): 3 clusters
  Score: Raw -333829.066812 + Penalty 2686.169080 = -331142.897732
  nChanged 5
		SP:Iteration 40F (110469.740000 sec): 3 clusters
  Score: Raw -333830.924652 + Penalty 2686.169080 = -331144.755573
  nChanged 5
		SP:Iteration 41Q (110469.910000 sec): 3 clusters
  Score: Raw -333834.304931 + Penalty 2686.169080 = -331148.135851
  nChanged 7
		SP:Iteration 42Q (110470.090000 sec): 3 clusters
  Score: Raw -333838.715175 + Penalty 2686.169080 = -331152.546095
  nChanged 6
		SP:Iteration 43Q (110470.270000 sec): 3 clusters
  Score: Raw -333843.003807 + Penalty 2686.169080 = -331156.834727
  nChanged 6
		SP:Iteration 44Q (110470.440000 sec): 3 clusters
  Score: Raw -333846.296161 + Penalty 2686.169080 = -331160.127081
  nChanged 8
		SP:Iteration 45Q (110470.620000 sec): 3 clusters
  Score: Raw -333851.756913 + Penalty 2686.169080 = -331165.587834
  nChanged 9
		SP:Iteration 46Q (110470.790000 sec): 3 clusters
  Score: Raw -333859.923319 + Penalty 2686.169080 = -331173.754239
  nChanged 13
		SP:Iteration 47Q (110470.970000 sec): 3 clusters
  Score: Raw -333870.582078 + Penalty 2686.169080 = -331184.412998
  nChanged 13
		SP:Iteration 48Q (110471.150000 sec): 3 clusters
  Score: Raw -333877.612607 + Penalty 2686.169080 = -331191.443528
  nChanged 9
		SP:Iteration 49Q (110471.320000 sec): 3 clusters
  Score: Raw -333885.195947 + Penalty 2686.169080 = -331199.026867
  nChanged 8
		SP:Iteration 50Q (110471.500000 sec): 3 clusters
  Score: Raw -333890.145943 + Penalty 2686.169080 = -331203.976863
  nChanged 5
		SP:Iteration 51Q (110471.670000 sec): 3 clusters
  Score: Raw -333894.132790 + Penalty 2686.169080 = -331207.963710
  nChanged 5
		SP:Iteration 52Q (110471.850000 sec): 3 clusters
  Score: Raw -333898.782215 + Penalty 2686.169080 = -331212.613136
  nChanged 3
		SP:Iteration 53Q (110472.030000 sec): 3 clusters
  Score: Raw -333900.844772 + Penalty 2686.169080 = -331214.675692
  nChanged 1
		SP:Iteration 54Q (110472.200000 sec): 3 clusters
  Score: Raw -333901.343364 + Penalty 2686.169080 = -331215.174285
  nChanged 1
		SP:Iteration 55Q (110472.380000 sec): 3 clusters
  Score: Raw -333901.872702 + Penalty 2686.169080 = -331215.703622
  nChanged 0
		SP:Iteration 56F (110472.550000 sec): 3 clusters
  Score: Raw -333901.872702 + Penalty 2686.169080 = -331215.703622
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 31 (5714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110472.670000 sec): 2 clusters
  Score: Raw -452561.979059 + Penalty 1405.734620 = -451156.244440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110472.850000 sec): 3 clusters
  Score: Raw -449572.458077 + Penalty 2811.469239 = -446760.988838
  nChanged 2355
		SP:Iteration 1F (110473.010000 sec): 3 clusters
  Score: Raw -450945.061007 + Penalty 2811.469239 = -448133.591768
  nChanged 407
		SP:Iteration 2F (110473.160000 sec): 3 clusters
  Score: Raw -451189.159604 + Penalty 2811.469239 = -448377.690365
  nChanged 334
		SP:Iteration 3F (110473.310000 sec): 3 clusters
  Score: Raw -451411.512222 + Penalty 2811.469239 = -448600.042982
  nChanged 316
		SP:Iteration 4F (110473.470000 sec): 3 clusters
  Score: Raw -451607.884699 + Penalty 2811.469239 = -448796.415460
  nChanged 279
		SP:Iteration 5Q (110473.630000 sec): 3 clusters
  Score: Raw -451786.122120 + Penalty 2811.469239 = -448974.652880
  nChanged 259
		SP:Iteration 6Q (110473.800000 sec): 3 clusters
  Score: Raw -451950.614827 + Penalty 2811.469239 = -449139.145588
  nChanged 251
		SP:Iteration 7Q (110473.970000 sec): 3 clusters
  Score: Raw -452115.693033 + Penalty 2811.469239 = -449304.223794
  nChanged 212
		SP:Iteration 8Q (110474.150000 sec): 3 clusters
  Score: Raw -452256.890996 + Penalty 2811.469239 = -449445.421757
  nChanged 217
		SP:Iteration 9Q (110474.310000 sec): 3 clusters
  Score: Raw -452408.617744 + Penalty 2811.469239 = -449597.148504
  nChanged 189
		SP:Iteration 10Q (110474.440000 sec): 3 clusters
  Score: Raw -452545.850173 + Penalty 2811.469239 = -449734.380933
  nChanged 151
		SP:Iteration 11Q (110474.590000 sec): 3 clusters
  Score: Raw -452640.913406 + Penalty 2811.469239 = -449829.444167
  nChanged 119
		SP:Iteration 12Q (110474.750000 sec): 3 clusters
  Score: Raw -452706.480797 + Penalty 2811.469239 = -449895.011558
  nChanged 87
		SP:Iteration 13Q (110474.900000 sec): 3 clusters
  Score: Raw -452757.300789 + Penalty 2811.469239 = -449945.831550
  nChanged 75
		SP:Iteration 14Q (110475.060000 sec): 3 clusters
  Score: Raw -452797.445715 + Penalty 2811.469239 = -449985.976475
  nChanged 57
		SP:Iteration 15Q (110475.210000 sec): 3 clusters
  Score: Raw -452831.772724 + Penalty 2811.469239 = -450020.303484
  nChanged 46
		SP:Iteration 16Q (110475.370000 sec): 3 clusters
  Score: Raw -452861.444830 + Penalty 2811.469239 = -450049.975590
  nChanged 41
		SP:Iteration 17Q (110475.530000 sec): 3 clusters
  Score: Raw -452880.689107 + Penalty 2811.469239 = -450069.219868
  nChanged 29
		SP:Iteration 18Q (110475.730000 sec): 3 clusters
  Score: Raw -452894.032958 + Penalty 2811.469239 = -450082.563719
  nChanged 23
		SP:Iteration 19Q (110475.890000 sec): 3 clusters
  Score: Raw -452902.201681 + Penalty 2811.469239 = -450090.732441
  nChanged 23
		SP:Iteration 20F (110476.030000 sec): 3 clusters
  Score: Raw -452910.956980 + Penalty 2811.469239 = -450099.487741
  nChanged 13
		SP:Iteration 21Q (110476.200000 sec): 3 clusters
  Score: Raw -452916.680332 + Penalty 2811.469239 = -450105.211093
  nChanged 13
		SP:Iteration 22Q (110476.370000 sec): 3 clusters
  Score: Raw -452924.890084 + Penalty 2811.469239 = -450113.420844
  nChanged 17
		SP:Iteration 23Q (110476.580000 sec): 3 clusters
  Score: Raw -452936.492419 + Penalty 2811.469239 = -450125.023180
  nChanged 21
		SP:Iteration 24Q (110476.740000 sec): 3 clusters
  Score: Raw -452947.731709 + Penalty 2811.469239 = -450136.262469
  nChanged 20
		SP:Iteration 25Q (110476.880000 sec): 3 clusters
  Score: Raw -452956.500651 + Penalty 2811.469239 = -450145.031411
  nChanged 13
		SP:Iteration 26Q (110477.050000 sec): 3 clusters
  Score: Raw -452960.875768 + Penalty 2811.469239 = -450149.406529
  nChanged 4
		SP:Iteration 27Q (110477.270000 sec): 3 clusters
  Score: Raw -452963.033403 + Penalty 2811.469239 = -450151.564164
  nChanged 8
		SP:Iteration 28Q (110477.480000 sec): 3 clusters
  Score: Raw -452967.954397 + Penalty 2811.469239 = -450156.485158
  nChanged 5
		SP:Iteration 29Q (110477.650000 sec): 3 clusters
  Score: Raw -452970.274113 + Penalty 2811.469239 = -450158.804873
  nChanged 5
		SP:Iteration 30Q (110477.820000 sec): 3 clusters
  Score: Raw -452971.544860 + Penalty 2811.469239 = -450160.075621
  nChanged 2
		SP:Iteration 31Q (110477.990000 sec): 3 clusters
  Score: Raw -452972.122075 + Penalty 2811.469239 = -450160.652835
  nChanged 1
		SP:Iteration 32Q (110478.160000 sec): 3 clusters
  Score: Raw -452972.356035 + Penalty 2811.469239 = -450160.886796
  nChanged 1
		SP:Iteration 33Q (110478.330000 sec): 3 clusters
  Score: Raw -452972.617244 + Penalty 2811.469239 = -450161.148004
  nChanged 1
		SP:Iteration 34Q (110478.500000 sec): 3 clusters
  Score: Raw -452973.150113 + Penalty 2811.469239 = -450161.680874
  nChanged 0
		SP:Iteration 35F (110478.670000 sec): 3 clusters
  Score: Raw -452973.150113 + Penalty 2811.469239 = -450161.680874
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 32 (21113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110478.850000 sec): 2 clusters
  Score: Raw -1789887.604652 + Penalty 1618.117190 = -1788269.487462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110479.180000 sec): 3 clusters
  Score: Raw -1777119.992422 + Penalty 3236.234379 = -1773883.758043
  nChanged 9537
		SP:Iteration 1F (110479.470000 sec): 3 clusters
  Score: Raw -1782250.749709 + Penalty 3236.234379 = -1779014.515330
  nChanged 1049
		SP:Iteration 2Q (110479.730000 sec): 3 clusters
  Score: Raw -1782600.168506 + Penalty 3236.234379 = -1779363.934127
  nChanged 989
		SP:Iteration 3Q (110480.020000 sec): 3 clusters
  Score: Raw -1782968.308688 + Penalty 3236.234379 = -1779732.074309
  nChanged 1030
		SP:Iteration 4Q (110480.310000 sec): 3 clusters
  Score: Raw -1783399.315502 + Penalty 3236.234379 = -1780163.081123
  nChanged 1115
		SP:Iteration 5F (110480.610000 sec): 3 clusters
  Score: Raw -1783928.713900 + Penalty 3236.234379 = -1780692.479521
  nChanged 1257
		SP:Iteration 6F (110480.900000 sec): 3 clusters
  Score: Raw -1784666.524184 + Penalty 3236.234379 = -1781430.289805
  nChanged 1408
		SP:Iteration 7F (110481.190000 sec): 3 clusters
  Score: Raw -1785658.550969 + Penalty 3236.234379 = -1782422.316590
  nChanged 1508
		SP:Iteration 8F (110481.480000 sec): 3 clusters
  Score: Raw -1786862.592917 + Penalty 3236.234379 = -1783626.358537
  nChanged 1278
		SP:Iteration 9F (110481.790000 sec): 3 clusters
  Score: Raw -1787938.393594 + Penalty 3236.234379 = -1784702.159215
  nChanged 952
		SP:Iteration 10Q (110482.110000 sec): 3 clusters
  Score: Raw -1788793.446611 + Penalty 3236.234379 = -1785557.212232
  nChanged 628
		SP:Iteration 11Q (110482.390000 sec): 3 clusters
  Score: Raw -1789364.620787 + Penalty 3236.234379 = -1786128.386408
  nChanged 346
		SP:Iteration 12Q (110482.700000 sec): 3 clusters
  Score: Raw -1789667.886316 + Penalty 3236.234379 = -1786431.651937
  nChanged 185
		SP:Iteration 13Q (110483.020000 sec): 3 clusters
  Score: Raw -1789858.820741 + Penalty 3236.234379 = -1786622.586362
  nChanged 96
		SP:Iteration 14Q (110483.360000 sec): 3 clusters
  Score: Raw -1789962.284290 + Penalty 3236.234379 = -1786726.049910
  nChanged 58
		SP:Iteration 15Q (110483.670000 sec): 3 clusters
  Score: Raw -1790036.843482 + Penalty 3236.234379 = -1786800.609103
  nChanged 37
		SP:Iteration 16Q (110484.030000 sec): 3 clusters
  Score: Raw -1790079.539144 + Penalty 3236.234379 = -1786843.304765
  nChanged 26
		SP:Iteration 17Q (110484.270000 sec): 3 clusters
  Score: Raw -1790107.810299 + Penalty 3236.234379 = -1786871.575920
  nChanged 12
		SP:Iteration 18Q (110484.560000 sec): 3 clusters
  Score: Raw -1790117.173727 + Penalty 3236.234379 = -1786880.939348
  nChanged 7
		SP:Iteration 19Q (110484.850000 sec): 3 clusters
  Score: Raw -1790127.120586 + Penalty 3236.234379 = -1786890.886207
  nChanged 15
		SP:Iteration 20F (110485.140000 sec): 3 clusters
  Score: Raw -1790144.713280 + Penalty 3236.234379 = -1786908.478901
  nChanged 6
		SP:Iteration 21Q (110485.460000 sec): 3 clusters
  Score: Raw -1790150.864429 + Penalty 3236.234379 = -1786914.630049
  nChanged 7
		SP:Iteration 22Q (110485.810000 sec): 3 clusters
  Score: Raw -1790159.616832 + Penalty 3236.234379 = -1786923.382453
  nChanged 5
		SP:Iteration 23Q (110486.150000 sec): 3 clusters
  Score: Raw -1790166.878189 + Penalty 3236.234379 = -1786930.643810
  nChanged 6
		SP:Iteration 24Q (110486.450000 sec): 3 clusters
  Score: Raw -1790174.469698 + Penalty 3236.234379 = -1786938.235319
  nChanged 7
		SP:Iteration 25Q (110486.740000 sec): 3 clusters
  Score: Raw -1790183.689730 + Penalty 3236.234379 = -1786947.455351
  nChanged 5
		SP:Iteration 26Q (110487.100000 sec): 3 clusters
  Score: Raw -1790189.065379 + Penalty 3236.234379 = -1786952.831000
  nChanged 1
		SP:Iteration 27Q (110487.340000 sec): 3 clusters
  Score: Raw -1790190.649088 + Penalty 3236.234379 = -1786954.414709
  nChanged 1
		SP:Iteration 28Q (110487.620000 sec): 3 clusters
  Score: Raw -1790192.224257 + Penalty 3236.234379 = -1786955.989878
  nChanged 2
		SP:Iteration 29Q (110487.890000 sec): 3 clusters
  Score: Raw -1790195.946483 + Penalty 3236.234379 = -1786959.712104
  nChanged 1
		SP:Iteration 30Q (110488.190000 sec): 3 clusters
  Score: Raw -1790197.926512 + Penalty 3236.234379 = -1786961.692132
  nChanged 2
		SP:Iteration 31Q (110488.500000 sec): 3 clusters
  Score: Raw -1790199.720455 + Penalty 3236.234379 = -1786963.486076
  nChanged 1
		SP:Iteration 32Q (110488.820000 sec): 3 clusters
  Score: Raw -1790200.518528 + Penalty 3236.234379 = -1786964.284149
  nChanged 0
		SP:Iteration 33F (110489.120000 sec): 3 clusters
  Score: Raw -1790200.518528 + Penalty 3236.234379 = -1786964.284149
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 33 (3318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110489.220000 sec): 2 clusters
  Score: Raw -238461.461985 + Penalty 1317.406589 = -237144.055396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110489.400000 sec): 3 clusters
  Score: Raw -236930.409733 + Penalty 2634.813178 = -234295.596555
  nChanged 1280
		SP:Iteration 1F (110489.580000 sec): 3 clusters
  Score: Raw -237901.269649 + Penalty 2634.813178 = -235266.456471
  nChanged 320
		SP:Iteration 2F (110489.750000 sec): 3 clusters
  Score: Raw -238196.829335 + Penalty 2634.813178 = -235562.016157
  nChanged 242
		SP:Iteration 3F (110489.930000 sec): 3 clusters
  Score: Raw -238441.283060 + Penalty 2634.813178 = -235806.469882
  nChanged 197
		SP:Iteration 4F (110490.100000 sec): 3 clusters
  Score: Raw -238607.954179 + Penalty 2634.813178 = -235973.141001
  nChanged 151
		SP:Iteration 5Q (110490.280000 sec): 3 clusters
  Score: Raw -238723.387511 + Penalty 2634.813178 = -236088.574333
  nChanged 128
		SP:Iteration 6Q (110490.460000 sec): 3 clusters
  Score: Raw -238829.280780 + Penalty 2634.813178 = -236194.467602
  nChanged 110
		SP:Iteration 7Q (110490.630000 sec): 3 clusters
  Score: Raw -238910.431131 + Penalty 2634.813178 = -236275.617953
  nChanged 78
		SP:Iteration 8Q (110490.810000 sec): 3 clusters
  Score: Raw -238961.973683 + Penalty 2634.813178 = -236327.160505
  nChanged 59
		SP:Iteration 9Q (110490.980000 sec): 3 clusters
  Score: Raw -239000.390111 + Penalty 2634.813178 = -236365.576933
  nChanged 49
		SP:Iteration 10Q (110491.160000 sec): 3 clusters
  Score: Raw -239035.693096 + Penalty 2634.813178 = -236400.879918
  nChanged 60
		SP:Iteration 11Q (110491.340000 sec): 3 clusters
  Score: Raw -239091.977101 + Penalty 2634.813178 = -236457.163923
  nChanged 73
		SP:Iteration 12Q (110491.510000 sec): 3 clusters
  Score: Raw -239143.654106 + Penalty 2634.813178 = -236508.840928
  nChanged 69
		SP:Iteration 13Q (110491.690000 sec): 3 clusters
  Score: Raw -239194.423410 + Penalty 2634.813178 = -236559.610232
  nChanged 54
		SP:Iteration 14Q (110491.860000 sec): 3 clusters
  Score: Raw -239228.794998 + Penalty 2634.813178 = -236593.981820
  nChanged 57
		SP:Iteration 15Q (110492.040000 sec): 3 clusters
  Score: Raw -239267.101312 + Penalty 2634.813178 = -236632.288134
  nChanged 43
		SP:Iteration 16Q (110492.210000 sec): 3 clusters
  Score: Raw -239289.803412 + Penalty 2634.813178 = -236654.990234
  nChanged 35
		SP:Iteration 17Q (110492.390000 sec): 3 clusters
  Score: Raw -239306.982978 + Penalty 2634.813178 = -236672.169800
  nChanged 33
		SP:Iteration 18Q (110492.560000 sec): 3 clusters
  Score: Raw -239323.741055 + Penalty 2634.813178 = -236688.927877
  nChanged 37
		SP:Iteration 19Q (110492.740000 sec): 3 clusters
  Score: Raw -239342.934197 + Penalty 2634.813178 = -236708.121019
  nChanged 23
		SP:Iteration 20F (110492.920000 sec): 3 clusters
  Score: Raw -239354.919505 + Penalty 2634.813178 = -236720.106327
  nChanged 23
		SP:Iteration 21Q (110493.090000 sec): 3 clusters
  Score: Raw -239370.738377 + Penalty 2634.813178 = -236735.925199
  nChanged 28
		SP:Iteration 22Q (110493.310000 sec): 3 clusters
  Score: Raw -239389.013149 + Penalty 2634.813178 = -236754.199971
  nChanged 23
		SP:Iteration 23Q (110493.460000 sec): 3 clusters
  Score: Raw -239400.882923 + Penalty 2634.813178 = -236766.069745
  nChanged 16
		SP:Iteration 24Q (110493.600000 sec): 3 clusters
  Score: Raw -239407.410044 + Penalty 2634.813178 = -236772.596866
  nChanged 19
		SP:Iteration 25Q (110493.760000 sec): 3 clusters
  Score: Raw -239420.048840 + Penalty 2634.813178 = -236785.235662
  nChanged 25
		SP:Iteration 26Q (110493.920000 sec): 3 clusters
  Score: Raw -239440.505137 + Penalty 2634.813178 = -236805.691959
  nChanged 24
		SP:Iteration 27Q (110494.080000 sec): 3 clusters
  Score: Raw -239457.444613 + Penalty 2634.813178 = -236822.631435
  nChanged 18
		SP:Iteration 28Q (110494.240000 sec): 3 clusters
  Score: Raw -239470.253031 + Penalty 2634.813178 = -236835.439853
  nChanged 7
		SP:Iteration 29Q (110494.400000 sec): 3 clusters
  Score: Raw -239471.825792 + Penalty 2634.813178 = -236837.012614
  nChanged 3
		SP:Iteration 30Q (110494.560000 sec): 3 clusters
  Score: Raw -239472.537892 + Penalty 2634.813178 = -236837.724714
  nChanged 1
		SP:Iteration 31Q (110494.720000 sec): 3 clusters
  Score: Raw -239472.680327 + Penalty 2634.813178 = -236837.867149
  nChanged 0
		SP:Iteration 32F (110494.900000 sec): 3 clusters
  Score: Raw -239472.680327 + Penalty 2634.813178 = -236837.867149
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 34 (22372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110495.120000 sec): 2 clusters
  Score: Raw -1907238.141160 + Penalty 1627.529387 = -1905610.611773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110495.430000 sec): 3 clusters
  Score: Raw -1893679.766328 + Penalty 3255.058773 = -1890424.707555
  nChanged 10203
		SP:Iteration 1F (110495.760000 sec): 3 clusters
  Score: Raw -1899488.717682 + Penalty 3255.058773 = -1896233.658909
  nChanged 1186
		SP:Iteration 2F (110496.050000 sec): 3 clusters
  Score: Raw -1900102.268633 + Penalty 3255.058773 = -1896847.209859
  nChanged 1319
		SP:Iteration 3F (110496.340000 sec): 3 clusters
  Score: Raw -1900913.396905 + Penalty 3255.058773 = -1897658.338132
  nChanged 1425
		SP:Iteration 4F (110496.640000 sec): 3 clusters
  Score: Raw -1901883.297653 + Penalty 3255.058773 = -1898628.238880
  nChanged 1511
		SP:Iteration 5F (110496.990000 sec): 3 clusters
  Score: Raw -1902876.999994 + Penalty 3255.058773 = -1899621.941221
  nChanged 1392
		SP:Iteration 6F (110497.270000 sec): 3 clusters
  Score: Raw -1903724.588353 + Penalty 3255.058773 = -1900469.529580
  nChanged 1156
		SP:Iteration 7F (110497.570000 sec): 3 clusters
  Score: Raw -1904360.886329 + Penalty 3255.058773 = -1901105.827556
  nChanged 929
		SP:Iteration 8Q (110497.870000 sec): 3 clusters
  Score: Raw -1904796.055063 + Penalty 3255.058773 = -1901540.996290
  nChanged 718
		SP:Iteration 9Q (110498.190000 sec): 3 clusters
  Score: Raw -1905095.906413 + Penalty 3255.058773 = -1901840.847640
  nChanged 569
		SP:Iteration 10Q (110498.560000 sec): 3 clusters
  Score: Raw -1905291.303602 + Penalty 3255.058773 = -1902036.244828
  nChanged 425
		SP:Iteration 11Q (110498.920000 sec): 3 clusters
  Score: Raw -1905420.366864 + Penalty 3255.058773 = -1902165.308091
  nChanged 325
		SP:Iteration 12Q (110499.210000 sec): 3 clusters
  Score: Raw -1905504.812451 + Penalty 3255.058773 = -1902249.753677
  nChanged 259
		SP:Iteration 13Q (110499.560000 sec): 3 clusters
  Score: Raw -1905564.975950 + Penalty 3255.058773 = -1902309.917177
  nChanged 200
		SP:Iteration 14Q (110499.900000 sec): 3 clusters
  Score: Raw -1905608.702525 + Penalty 3255.058773 = -1902353.643752
  nChanged 207
		SP:Iteration 15Q (110500.200000 sec): 3 clusters
  Score: Raw -1905649.149731 + Penalty 3255.058773 = -1902394.090958
  nChanged 188
		SP:Iteration 16Q (110500.530000 sec): 3 clusters
  Score: Raw -1905685.481513 + Penalty 3255.058773 = -1902430.422740
  nChanged 169
		SP:Iteration 17Q (110500.820000 sec): 3 clusters
  Score: Raw -1905716.795605 + Penalty 3255.058773 = -1902461.736832
  nChanged 170
		SP:Iteration 18Q (110501.160000 sec): 3 clusters
  Score: Raw -1905746.816470 + Penalty 3255.058773 = -1902491.757697
  nChanged 147
		SP:Iteration 19Q (110501.500000 sec): 3 clusters
  Score: Raw -1905768.988959 + Penalty 3255.058773 = -1902513.930186
  nChanged 139
		SP:Iteration 20F (110501.840000 sec): 3 clusters
  Score: Raw -1905792.673005 + Penalty 3255.058773 = -1902537.614232
  nChanged 147
		SP:Iteration 21Q (110502.130000 sec): 3 clusters
  Score: Raw -1905827.117293 + Penalty 3255.058773 = -1902572.058519
  nChanged 175
		SP:Iteration 22Q (110502.450000 sec): 3 clusters
  Score: Raw -1905873.967891 + Penalty 3255.058773 = -1902618.909118
  nChanged 179
		SP:Iteration 23Q (110502.740000 sec): 3 clusters
  Score: Raw -1905922.898821 + Penalty 3255.058773 = -1902667.840048
  nChanged 196
		SP:Iteration 24Q (110503.090000 sec): 3 clusters
  Score: Raw -1905975.169790 + Penalty 3255.058773 = -1902720.111017
  nChanged 184
		SP:Iteration 25Q (110503.400000 sec): 3 clusters
  Score: Raw -1906039.208813 + Penalty 3255.058773 = -1902784.150040
  nChanged 203
		SP:Iteration 26Q (110503.700000 sec): 3 clusters
  Score: Raw -1906130.325445 + Penalty 3255.058773 = -1902875.266672
  nChanged 247
		SP:Iteration 27Q (110504.010000 sec): 3 clusters
  Score: Raw -1906276.660598 + Penalty 3255.058773 = -1903021.601825
  nChanged 276
		SP:Iteration 28Q (110504.290000 sec): 3 clusters
  Score: Raw -1906512.540327 + Penalty 3255.058773 = -1903257.481554
  nChanged 308
		SP:Iteration 29Q (110504.590000 sec): 3 clusters
  Score: Raw -1906780.209699 + Penalty 3255.058773 = -1903525.150926
  nChanged 288
		SP:Iteration 30Q (110504.910000 sec): 3 clusters
  Score: Raw -1906967.621381 + Penalty 3255.058773 = -1903712.562608
  nChanged 250
		SP:Iteration 31Q (110505.250000 sec): 3 clusters
  Score: Raw -1907069.393269 + Penalty 3255.058773 = -1903814.334496
  nChanged 211
		SP:Iteration 32Q (110505.570000 sec): 3 clusters
  Score: Raw -1907145.004000 + Penalty 3255.058773 = -1903889.945226
  nChanged 163
		SP:Iteration 33Q (110505.860000 sec): 3 clusters
  Score: Raw -1907194.862827 + Penalty 3255.058773 = -1903939.804054
  nChanged 158
		SP:Iteration 34Q (110506.210000 sec): 3 clusters
  Score: Raw -1907236.857044 + Penalty 3255.058773 = -1903981.798271
  nChanged 145
		SP:Iteration 35Q (110506.590000 sec): 3 clusters
  Score: Raw -1907276.800193 + Penalty 3255.058773 = -1904021.741420
  nChanged 138
		SP:Iteration 36Q (110506.890000 sec): 3 clusters
  Score: Raw -1907307.835887 + Penalty 3255.058773 = -1904052.777114
  nChanged 118
		SP:Iteration 37Q (110507.190000 sec): 3 clusters
  Score: Raw -1907333.647190 + Penalty 3255.058773 = -1904078.588417
  nChanged 126
		SP:Iteration 38Q (110507.500000 sec): 3 clusters
  Score: Raw -1907364.225675 + Penalty 3255.058773 = -1904109.166902
  nChanged 108
		SP:Iteration 39Q (110507.820000 sec): 3 clusters
  Score: Raw -1907390.717425 + Penalty 3255.058773 = -1904135.658652
  nChanged 111
		SP:Iteration 40F (110508.150000 sec): 3 clusters
  Score: Raw -1907420.017926 + Penalty 3255.058773 = -1904164.959153
  nChanged 105
		SP:Iteration 41Q (110508.490000 sec): 3 clusters
  Score: Raw -1907444.655779 + Penalty 3255.058773 = -1904189.597006
  nChanged 87
		SP:Iteration 42Q (110508.770000 sec): 3 clusters
  Score: Raw -1907464.739061 + Penalty 3255.058773 = -1904209.680288
  nChanged 72
		SP:Iteration 43Q (110509.070000 sec): 3 clusters
  Score: Raw -1907480.301561 + Penalty 3255.058773 = -1904225.242788
  nChanged 77
		SP:Iteration 44Q (110509.350000 sec): 3 clusters
  Score: Raw -1907496.936666 + Penalty 3255.058773 = -1904241.877893
  nChanged 71
		SP:Iteration 45Q (110509.640000 sec): 3 clusters
  Score: Raw -1907510.624693 + Penalty 3255.058773 = -1904255.565920
  nChanged 73
		SP:Iteration 46Q (110509.890000 sec): 3 clusters
  Score: Raw -1907526.178153 + Penalty 3255.058773 = -1904271.119380
  nChanged 51
		SP:Iteration 47Q (110510.220000 sec): 3 clusters
  Score: Raw -1907535.832134 + Penalty 3255.058773 = -1904280.773361
  nChanged 60
		SP:Iteration 48Q (110510.560000 sec): 3 clusters
  Score: Raw -1907548.342382 + Penalty 3255.058773 = -1904293.283609
  nChanged 51
		SP:Iteration 49Q (110510.830000 sec): 3 clusters
  Score: Raw -1907557.351737 + Penalty 3255.058773 = -1904302.292963
  nChanged 50
		SP:Iteration 50Q (110511.150000 sec): 3 clusters
  Score: Raw -1907565.512932 + Penalty 3255.058773 = -1904310.454159
  nChanged 41
		SP:Iteration 51Q (110511.400000 sec): 3 clusters
  Score: Raw -1907572.638783 + Penalty 3255.058773 = -1904317.580010
  nChanged 52
		SP:Iteration 52Q (110511.690000 sec): 3 clusters
  Score: Raw -1907582.493534 + Penalty 3255.058773 = -1904327.434761
  nChanged 45
		SP:Iteration 53Q (110511.940000 sec): 3 clusters
  Score: Raw -1907591.513364 + Penalty 3255.058773 = -1904336.454591
  nChanged 43
		SP:Iteration 54Q (110512.260000 sec): 3 clusters
  Score: Raw -1907599.659596 + Penalty 3255.058773 = -1904344.600823
  nChanged 57
		SP:Iteration 55Q (110512.570000 sec): 3 clusters
  Score: Raw -1907611.239058 + Penalty 3255.058773 = -1904356.180285
  nChanged 58
		SP:Iteration 56Q (110512.910000 sec): 3 clusters
  Score: Raw -1907621.771746 + Penalty 3255.058773 = -1904366.712973
  nChanged 36
		SP:Iteration 57Q (110513.230000 sec): 3 clusters
  Score: Raw -1907627.419306 + Penalty 3255.058773 = -1904372.360533
  nChanged 30
		SP:Iteration 58Q (110513.540000 sec): 3 clusters
  Score: Raw -1907632.278628 + Penalty 3255.058773 = -1904377.219855
  nChanged 23
		SP:Iteration 59Q (110513.850000 sec): 3 clusters
  Score: Raw -1907635.854795 + Penalty 3255.058773 = -1904380.796022
  nChanged 18
		SP:Iteration 60F (110514.130000 sec): 3 clusters
  Score: Raw -1907638.487329 + Penalty 3255.058773 = -1904383.428556
  nChanged 16
		SP:Iteration 61Q (110514.410000 sec): 3 clusters
  Score: Raw -1907640.454370 + Penalty 3255.058773 = -1904385.395597
  nChanged 18
		SP:Iteration 62Q (110514.710000 sec): 3 clusters
  Score: Raw -1907642.813861 + Penalty 3255.058773 = -1904387.755087
  nChanged 11
		SP:Iteration 63Q (110515.050000 sec): 3 clusters
  Score: Raw -1907643.959152 + Penalty 3255.058773 = -1904388.900379
  nChanged 8
		SP:Iteration 64Q (110515.380000 sec): 3 clusters
  Score: Raw -1907644.689028 + Penalty 3255.058773 = -1904389.630255
  nChanged 4
		SP:Iteration 65Q (110515.650000 sec): 3 clusters
  Score: Raw -1907645.119546 + Penalty 3255.058773 = -1904390.060773
  nChanged 7
		SP:Iteration 66Q (110516.000000 sec): 3 clusters
  Score: Raw -1907646.117155 + Penalty 3255.058773 = -1904391.058382
  nChanged 10
		SP:Iteration 67Q (110516.310000 sec): 3 clusters
  Score: Raw -1907647.280302 + Penalty 3255.058773 = -1904392.221529
  nChanged 9
		SP:Iteration 68Q (110516.650000 sec): 3 clusters
  Score: Raw -1907648.665744 + Penalty 3255.058773 = -1904393.606971
  nChanged 5
		SP:Iteration 69Q (110516.930000 sec): 3 clusters
  Score: Raw -1907649.153080 + Penalty 3255.058773 = -1904394.094307
  nChanged 4
		SP:Iteration 70Q (110517.260000 sec): 3 clusters
  Score: Raw -1907649.469391 + Penalty 3255.058773 = -1904394.410618
  nChanged 4
		SP:Iteration 71Q (110517.550000 sec): 3 clusters
  Score: Raw -1907649.794562 + Penalty 3255.058773 = -1904394.735789
  nChanged 4
		SP:Iteration 72Q (110517.890000 sec): 3 clusters
  Score: Raw -1907650.531928 + Penalty 3255.058773 = -1904395.473155
  nChanged 4
		SP:Iteration 73Q (110518.180000 sec): 3 clusters
  Score: Raw -1907651.062249 + Penalty 3255.058773 = -1904396.003476
  nChanged 3
		SP:Iteration 74Q (110518.550000 sec): 3 clusters
  Score: Raw -1907651.423445 + Penalty 3255.058773 = -1904396.364672
  nChanged 5
		SP:Iteration 75Q (110518.900000 sec): 3 clusters
  Score: Raw -1907651.891761 + Penalty 3255.058773 = -1904396.832988
  nChanged 5
		SP:Iteration 76Q (110519.190000 sec): 3 clusters
  Score: Raw -1907652.933624 + Penalty 3255.058773 = -1904397.874851
  nChanged 8
		SP:Iteration 77Q (110519.470000 sec): 3 clusters
  Score: Raw -1907654.041259 + Penalty 3255.058773 = -1904398.982486
  nChanged 8
		SP:Iteration 78Q (110519.820000 sec): 3 clusters
  Score: Raw -1907654.809918 + Penalty 3255.058773 = -1904399.751145
  nChanged 4
		SP:Iteration 79Q (110520.170000 sec): 3 clusters
  Score: Raw -1907655.318797 + Penalty 3255.058773 = -1904400.260024
  nChanged 7
		SP:Iteration 80F (110520.430000 sec): 3 clusters
  Score: Raw -1907656.273115 + Penalty 3255.058773 = -1904401.214342
  nChanged 11
		SP:Iteration 81Q (110520.770000 sec): 3 clusters
  Score: Raw -1907657.524318 + Penalty 3255.058773 = -1904402.465545
  nChanged 10
		SP:Iteration 82Q (110521.100000 sec): 3 clusters
  Score: Raw -1907658.609605 + Penalty 3255.058773 = -1904403.550832
  nChanged 5
		SP:Iteration 83Q (110521.430000 sec): 3 clusters
  Score: Raw -1907658.935242 + Penalty 3255.058773 = -1904403.876469
  nChanged 2
		SP:Iteration 84Q (110521.730000 sec): 3 clusters
  Score: Raw -1907659.171504 + Penalty 3255.058773 = -1904404.112731
  nChanged 2
		SP:Iteration 85Q (110522.010000 sec): 3 clusters
  Score: Raw -1907659.565510 + Penalty 3255.058773 = -1904404.506737
  nChanged 3
		SP:Iteration 86Q (110522.320000 sec): 3 clusters
  Score: Raw -1907660.137436 + Penalty 3255.058773 = -1904405.078663
  nChanged 6
		SP:Iteration 87Q (110522.590000 sec): 3 clusters
  Score: Raw -1907661.009140 + Penalty 3255.058773 = -1904405.950367
  nChanged 6
		SP:Iteration 88Q (110522.890000 sec): 3 clusters
  Score: Raw -1907661.656797 + Penalty 3255.058773 = -1904406.598024
  nChanged 9
		SP:Iteration 89Q (110523.200000 sec): 3 clusters
  Score: Raw -1907662.639058 + Penalty 3255.058773 = -1904407.580285
  nChanged 8
		SP:Iteration 90Q (110523.550000 sec): 3 clusters
  Score: Raw -1907663.405961 + Penalty 3255.058773 = -1904408.347188
  nChanged 6
		SP:Iteration 91Q (110523.900000 sec): 3 clusters
  Score: Raw -1907664.084739 + Penalty 3255.058773 = -1904409.025965
  nChanged 9
		SP:Iteration 92Q (110524.210000 sec): 3 clusters
  Score: Raw -1907665.016194 + Penalty 3255.058773 = -1904409.957421
  nChanged 10
		SP:Iteration 93Q (110524.550000 sec): 3 clusters
  Score: Raw -1907666.100959 + Penalty 3255.058773 = -1904411.042186
  nChanged 13
		SP:Iteration 94Q (110524.840000 sec): 3 clusters
  Score: Raw -1907667.691229 + Penalty 3255.058773 = -1904412.632456
  nChanged 15
		SP:Iteration 95Q (110525.170000 sec): 3 clusters
  Score: Raw -1907669.453905 + Penalty 3255.058773 = -1904414.395132
  nChanged 13
		SP:Iteration 96Q (110525.510000 sec): 3 clusters
  Score: Raw -1907670.964063 + Penalty 3255.058773 = -1904415.905290
  nChanged 9
		SP:Iteration 97Q (110525.800000 sec): 3 clusters
  Score: Raw -1907671.974384 + Penalty 3255.058773 = -1904416.915611
  nChanged 8
		SP:Iteration 98Q (110526.150000 sec): 3 clusters
  Score: Raw -1907672.996519 + Penalty 3255.058773 = -1904417.937746
  nChanged 9
		SP:Iteration 99Q (110526.450000 sec): 3 clusters
  Score: Raw -1907673.935391 + Penalty 3255.058773 = -1904418.876618
  nChanged 7
		SP:Iteration 100F (110526.750000 sec): 3 clusters
  Score: Raw -1907674.734395 + Penalty 3255.058773 = -1904419.675621
  nChanged 6
		SP:Iteration 101Q (110527.080000 sec): 3 clusters
  Score: Raw -1907675.570409 + Penalty 3255.058773 = -1904420.511635
  nChanged 9
		SP:Iteration 102Q (110527.400000 sec): 3 clusters
  Score: Raw -1907676.716325 + Penalty 3255.058773 = -1904421.657552
  nChanged 9
		SP:Iteration 103Q (110527.690000 sec): 3 clusters
  Score: Raw -1907678.322695 + Penalty 3255.058773 = -1904423.263921
  nChanged 11
		SP:Iteration 104Q (110528.030000 sec): 3 clusters
  Score: Raw -1907680.377880 + Penalty 3255.058773 = -1904425.319107
  nChanged 11
		SP:Iteration 105Q (110528.310000 sec): 3 clusters
  Score: Raw -1907682.085639 + Penalty 3255.058773 = -1904427.026866
  nChanged 5
		SP:Iteration 106Q (110528.620000 sec): 3 clusters
  Score: Raw -1907682.902698 + Penalty 3255.058773 = -1904427.843925
  nChanged 6
		SP:Iteration 107Q (110528.890000 sec): 3 clusters
  Score: Raw -1907683.722671 + Penalty 3255.058773 = -1904428.663898
  nChanged 9
		SP:Iteration 108Q (110529.240000 sec): 3 clusters
  Score: Raw -1907684.704564 + Penalty 3255.058773 = -1904429.645791
  nChanged 5
		SP:Iteration 109Q (110529.550000 sec): 3 clusters
  Score: Raw -1907685.132071 + Penalty 3255.058773 = -1904430.073298
  nChanged 4
		SP:Iteration 110Q (110529.850000 sec): 3 clusters
  Score: Raw -1907685.507651 + Penalty 3255.058773 = -1904430.448878
  nChanged 3
		SP:Iteration 111Q (110530.180000 sec): 3 clusters
  Score: Raw -1907685.973699 + Penalty 3255.058773 = -1904430.914926
  nChanged 1
		SP:Iteration 112Q (110530.480000 sec): 3 clusters
  Score: Raw -1907686.026897 + Penalty 3255.058773 = -1904430.968123
  nChanged 0
		SP:Iteration 113F (110530.830000 sec): 3 clusters
  Score: Raw -1907686.026897 + Penalty 3255.058773 = -1904430.968123
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 35 (9699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110530.910000 sec): 2 clusters
  Score: Raw -842720.948638 + Penalty 1491.713936 = -841229.234702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110531.130000 sec): 3 clusters
  Score: Raw -837253.900510 + Penalty 2983.427872 = -834270.472638
  nChanged 4142
		SP:Iteration 1F (110531.340000 sec): 3 clusters
  Score: Raw -839399.861219 + Penalty 2983.427872 = -836416.433347
  nChanged 580
		SP:Iteration 2F (110531.480000 sec): 3 clusters
  Score: Raw -839658.444455 + Penalty 2983.427872 = -836675.016583
  nChanged 495
		SP:Iteration 3F (110531.650000 sec): 3 clusters
  Score: Raw -839852.290495 + Penalty 2983.427872 = -836868.862624
  nChanged 428
		SP:Iteration 4Q (110531.820000 sec): 3 clusters
  Score: Raw -840039.590511 + Penalty 2983.427872 = -837056.162640
  nChanged 408
		SP:Iteration 5Q (110531.990000 sec): 3 clusters
  Score: Raw -840224.189513 + Penalty 2983.427872 = -837240.761641
  nChanged 414
		SP:Iteration 6Q (110532.160000 sec): 3 clusters
  Score: Raw -840424.718183 + Penalty 2983.427872 = -837441.290312
  nChanged 403
		SP:Iteration 7Q (110532.330000 sec): 3 clusters
  Score: Raw -840611.582453 + Penalty 2983.427872 = -837628.154582
  nChanged 353
		SP:Iteration 8Q (110532.510000 sec): 3 clusters
  Score: Raw -840799.015179 + Penalty 2983.427872 = -837815.587307
  nChanged 366
		SP:Iteration 9Q (110532.670000 sec): 3 clusters
  Score: Raw -840976.321906 + Penalty 2983.427872 = -837992.894035
  nChanged 345
		SP:Iteration 10Q (110532.830000 sec): 3 clusters
  Score: Raw -841125.608509 + Penalty 2983.427872 = -838142.180637
  nChanged 305
		SP:Iteration 11Q (110532.990000 sec): 3 clusters
  Score: Raw -841275.833736 + Penalty 2983.427872 = -838292.405864
  nChanged 305
		SP:Iteration 12Q (110533.180000 sec): 3 clusters
  Score: Raw -841415.044307 + Penalty 2983.427872 = -838431.616435
  nChanged 304
		SP:Iteration 13Q (110533.340000 sec): 3 clusters
  Score: Raw -841539.443428 + Penalty 2983.427872 = -838556.015556
  nChanged 268
		SP:Iteration 14Q (110533.510000 sec): 3 clusters
  Score: Raw -841667.737442 + Penalty 2983.427872 = -838684.309570
  nChanged 255
		SP:Iteration 15Q (110533.690000 sec): 3 clusters
  Score: Raw -841790.386403 + Penalty 2983.427872 = -838806.958531
  nChanged 253
		SP:Iteration 16Q (110533.870000 sec): 3 clusters
  Score: Raw -841910.598207 + Penalty 2983.427872 = -838927.170336
  nChanged 260
		SP:Iteration 17Q (110534.040000 sec): 3 clusters
  Score: Raw -842039.229057 + Penalty 2983.427872 = -839055.801186
  nChanged 265
		SP:Iteration 18Q (110534.260000 sec): 3 clusters
  Score: Raw -842170.766279 + Penalty 2983.427872 = -839187.338408
  nChanged 239
		SP:Iteration 19Q (110534.390000 sec): 3 clusters
  Score: Raw -842275.133907 + Penalty 2983.427872 = -839291.706036
  nChanged 192
		SP:Iteration 20F (110534.560000 sec): 3 clusters
  Score: Raw -842352.840308 + Penalty 2983.427872 = -839369.412436
  nChanged 199
		SP:Iteration 21Q (110534.730000 sec): 3 clusters
  Score: Raw -842441.035397 + Penalty 2983.427872 = -839457.607526
  nChanged 190
		SP:Iteration 22Q (110534.900000 sec): 3 clusters
  Score: Raw -842522.684121 + Penalty 2983.427872 = -839539.256250
  nChanged 166
		SP:Iteration 23Q (110535.070000 sec): 3 clusters
  Score: Raw -842587.792072 + Penalty 2983.427872 = -839604.364201
  nChanged 133
		SP:Iteration 24Q (110535.250000 sec): 3 clusters
  Score: Raw -842640.382419 + Penalty 2983.427872 = -839656.954547
  nChanged 132
		SP:Iteration 25Q (110535.450000 sec): 3 clusters
  Score: Raw -842691.535037 + Penalty 2983.427872 = -839708.107165
  nChanged 110
		SP:Iteration 26Q (110535.590000 sec): 3 clusters
  Score: Raw -842734.509861 + Penalty 2983.427872 = -839751.081989
  nChanged 101
		SP:Iteration 27Q (110535.770000 sec): 3 clusters
  Score: Raw -842769.131125 + Penalty 2983.427872 = -839785.703253
  nChanged 80
		SP:Iteration 28Q (110535.930000 sec): 3 clusters
  Score: Raw -842799.488884 + Penalty 2983.427872 = -839816.061012
  nChanged 95
		SP:Iteration 29Q (110536.140000 sec): 3 clusters
  Score: Raw -842837.771642 + Penalty 2983.427872 = -839854.343770
  nChanged 89
		SP:Iteration 30Q (110536.340000 sec): 3 clusters
  Score: Raw -842871.880803 + Penalty 2983.427872 = -839888.452931
  nChanged 83
		SP:Iteration 31Q (110536.520000 sec): 3 clusters
  Score: Raw -842904.755760 + Penalty 2983.427872 = -839921.327889
  nChanged 80
		SP:Iteration 32Q (110536.700000 sec): 3 clusters
  Score: Raw -842934.879806 + Penalty 2983.427872 = -839951.451934
  nChanged 72
		SP:Iteration 33Q (110536.950000 sec): 3 clusters
  Score: Raw -842964.369055 + Penalty 2983.427872 = -839980.941183
  nChanged 67
		SP:Iteration 34Q (110537.150000 sec): 3 clusters
  Score: Raw -842993.346849 + Penalty 2983.427872 = -840009.918978
  nChanged 47
		SP:Iteration 35Q (110537.360000 sec): 3 clusters
  Score: Raw -843012.733025 + Penalty 2983.427872 = -840029.305153
  nChanged 40
		SP:Iteration 36Q (110537.540000 sec): 3 clusters
  Score: Raw -843027.126174 + Penalty 2983.427872 = -840043.698303
  nChanged 47
		SP:Iteration 37Q (110537.780000 sec): 3 clusters
  Score: Raw -843045.003434 + Penalty 2983.427872 = -840061.575562
  nChanged 37
		SP:Iteration 38Q (110537.990000 sec): 3 clusters
  Score: Raw -843058.108070 + Penalty 2983.427872 = -840074.680199
  nChanged 27
		SP:Iteration 39Q (110538.130000 sec): 3 clusters
  Score: Raw -843068.277402 + Penalty 2983.427872 = -840084.849531
  nChanged 30
		SP:Iteration 40F (110538.360000 sec): 3 clusters
  Score: Raw -843081.134877 + Penalty 2983.427872 = -840097.707005
  nChanged 25
		SP:Iteration 41Q (110538.540000 sec): 3 clusters
  Score: Raw -843090.545466 + Penalty 2983.427872 = -840107.117594
  nChanged 18
		SP:Iteration 42Q (110538.750000 sec): 3 clusters
  Score: Raw -843095.779348 + Penalty 2983.427872 = -840112.351476
  nChanged 18
		SP:Iteration 43Q (110538.960000 sec): 3 clusters
  Score: Raw -843101.926728 + Penalty 2983.427872 = -840118.498856
  nChanged 17
		SP:Iteration 44Q (110539.170000 sec): 3 clusters
  Score: Raw -843109.610641 + Penalty 2983.427872 = -840126.182769
  nChanged 23
		SP:Iteration 45Q (110539.350000 sec): 3 clusters
  Score: Raw -843118.957623 + Penalty 2983.427872 = -840135.529751
  nChanged 17
		SP:Iteration 46Q (110539.580000 sec): 3 clusters
  Score: Raw -843126.171629 + Penalty 2983.427872 = -840142.743757
  nChanged 16
		SP:Iteration 47Q (110539.790000 sec): 3 clusters
  Score: Raw -843132.725021 + Penalty 2983.427872 = -840149.297150
  nChanged 20
		SP:Iteration 48Q (110539.970000 sec): 3 clusters
  Score: Raw -843140.374341 + Penalty 2983.427872 = -840156.946469
  nChanged 13
		SP:Iteration 49Q (110540.180000 sec): 3 clusters
  Score: Raw -843143.950112 + Penalty 2983.427872 = -840160.522240
  nChanged 8
		SP:Iteration 50Q (110540.320000 sec): 3 clusters
  Score: Raw -843146.578699 + Penalty 2983.427872 = -840163.150827
  nChanged 5
		SP:Iteration 51Q (110540.500000 sec): 3 clusters
  Score: Raw -843148.583420 + Penalty 2983.427872 = -840165.155548
  nChanged 5
		SP:Iteration 52Q (110540.750000 sec): 3 clusters
  Score: Raw -843149.871198 + Penalty 2983.427872 = -840166.443327
  nChanged 2
		SP:Iteration 53Q (110540.970000 sec): 3 clusters
  Score: Raw -843150.655572 + Penalty 2983.427872 = -840167.227700
  nChanged 2
		SP:Iteration 54Q (110541.110000 sec): 3 clusters
  Score: Raw -843151.214140 + Penalty 2983.427872 = -840167.786268
  nChanged 1
		SP:Iteration 55Q (110541.280000 sec): 3 clusters
  Score: Raw -843151.612392 + Penalty 2983.427872 = -840168.184521
  nChanged 3
		SP:Iteration 56Q (110541.450000 sec): 3 clusters
  Score: Raw -843152.379881 + Penalty 2983.427872 = -840168.952010
  nChanged 3
		SP:Iteration 57Q (110541.650000 sec): 3 clusters
  Score: Raw -843153.430690 + Penalty 2983.427872 = -840170.002818
  nChanged 4
		SP:Iteration 58Q (110541.790000 sec): 3 clusters
  Score: Raw -843154.880939 + Penalty 2983.427872 = -840171.453067
  nChanged 4
		SP:Iteration 59Q (110542.010000 sec): 3 clusters
  Score: Raw -843156.561900 + Penalty 2983.427872 = -840173.134029
  nChanged 1
		SP:Iteration 60F (110542.170000 sec): 3 clusters
  Score: Raw -843156.782711 + Penalty 2983.427872 = -840173.354840
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 36 (4144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110542.280000 sec): 2 clusters
  Score: Raw -333318.116620 + Penalty 1353.530227 = -331964.586392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110542.440000 sec): 3 clusters
  Score: Raw -331264.315092 + Penalty 2707.060455 = -328557.254637
  nChanged 1611
		SP:Iteration 1F (110542.600000 sec): 3 clusters
  Score: Raw -332170.855574 + Penalty 2707.060455 = -329463.795119
  nChanged 297
		SP:Iteration 2F (110542.760000 sec): 3 clusters
  Score: Raw -332352.922569 + Penalty 2707.060455 = -329645.862114
  nChanged 230
		SP:Iteration 3F (110542.920000 sec): 3 clusters
  Score: Raw -332494.071262 + Penalty 2707.060455 = -329787.010807
  nChanged 172
		SP:Iteration 4Q (110543.080000 sec): 3 clusters
  Score: Raw -332611.596744 + Penalty 2707.060455 = -329904.536289
  nChanged 175
		SP:Iteration 5Q (110543.260000 sec): 3 clusters
  Score: Raw -332696.332121 + Penalty 2707.060455 = -329989.271667
  nChanged 144
		SP:Iteration 6Q (110543.400000 sec): 3 clusters
  Score: Raw -332769.234805 + Penalty 2707.060455 = -330062.174351
  nChanged 117
		SP:Iteration 7Q (110543.560000 sec): 3 clusters
  Score: Raw -332823.096614 + Penalty 2707.060455 = -330116.036159
  nChanged 110
		SP:Iteration 8Q (110543.720000 sec): 3 clusters
  Score: Raw -332872.879375 + Penalty 2707.060455 = -330165.818921
  nChanged 89
		SP:Iteration 9Q (110543.880000 sec): 3 clusters
  Score: Raw -332910.965943 + Penalty 2707.060455 = -330203.905488
  nChanged 85
		SP:Iteration 10Q (110544.040000 sec): 3 clusters
  Score: Raw -332947.944907 + Penalty 2707.060455 = -330240.884453
  nChanged 79
		SP:Iteration 11Q (110544.200000 sec): 3 clusters
  Score: Raw -332984.194819 + Penalty 2707.060455 = -330277.134365
  nChanged 73
		SP:Iteration 12Q (110544.360000 sec): 3 clusters
  Score: Raw -333015.990149 + Penalty 2707.060455 = -330308.929694
  nChanged 69
		SP:Iteration 13Q (110544.530000 sec): 3 clusters
  Score: Raw -333048.028001 + Penalty 2707.060455 = -330340.967546
  nChanged 69
		SP:Iteration 14Q (110544.710000 sec): 3 clusters
  Score: Raw -333087.923941 + Penalty 2707.060455 = -330380.863486
  nChanged 75
		SP:Iteration 15Q (110544.870000 sec): 3 clusters
  Score: Raw -333130.038694 + Penalty 2707.060455 = -330422.978239
  nChanged 90
		SP:Iteration 16Q (110545.030000 sec): 3 clusters
  Score: Raw -333185.568772 + Penalty 2707.060455 = -330478.508317
  nChanged 76
		SP:Iteration 17Q (110545.190000 sec): 3 clusters
  Score: Raw -333228.560304 + Penalty 2707.060455 = -330521.499850
  nChanged 54
		SP:Iteration 18Q (110545.350000 sec): 3 clusters
  Score: Raw -333257.618801 + Penalty 2707.060455 = -330550.558346
  nChanged 54
		SP:Iteration 19Q (110545.510000 sec): 3 clusters
  Score: Raw -333292.396632 + Penalty 2707.060455 = -330585.336177
  nChanged 58
		SP:Iteration 20F (110545.670000 sec): 3 clusters
  Score: Raw -333326.073218 + Penalty 2707.060455 = -330619.012764
  nChanged 45
		SP:Iteration 21Q (110545.830000 sec): 3 clusters
  Score: Raw -333354.856189 + Penalty 2707.060455 = -330647.795734
  nChanged 53
		SP:Iteration 22Q (110545.990000 sec): 3 clusters
  Score: Raw -333393.126379 + Penalty 2707.060455 = -330686.065925
  nChanged 64
		SP:Iteration 23Q (110546.150000 sec): 3 clusters
  Score: Raw -333443.234758 + Penalty 2707.060455 = -330736.174304
  nChanged 70
		SP:Iteration 24Q (110546.310000 sec): 3 clusters
  Score: Raw -333497.508480 + Penalty 2707.060455 = -330790.448025
  nChanged 71
		SP:Iteration 25Q (110546.470000 sec): 3 clusters
  Score: Raw -333542.402990 + Penalty 2707.060455 = -330835.342535
  nChanged 58
		SP:Iteration 26Q (110546.630000 sec): 3 clusters
  Score: Raw -333576.403620 + Penalty 2707.060455 = -330869.343165
  nChanged 51
		SP:Iteration 27Q (110546.810000 sec): 3 clusters
  Score: Raw -333603.400254 + Penalty 2707.060455 = -330896.339799
  nChanged 40
		SP:Iteration 28Q (110546.980000 sec): 3 clusters
  Score: Raw -333619.312922 + Penalty 2707.060455 = -330912.252467
  nChanged 25
		SP:Iteration 29Q (110547.160000 sec): 3 clusters
  Score: Raw -333629.947888 + Penalty 2707.060455 = -330922.887433
  nChanged 15
		SP:Iteration 30Q (110547.330000 sec): 3 clusters
  Score: Raw -333637.336537 + Penalty 2707.060455 = -330930.276082
  nChanged 15
		SP:Iteration 31Q (110547.510000 sec): 3 clusters
  Score: Raw -333645.102572 + Penalty 2707.060455 = -330938.042118
  nChanged 23
		SP:Iteration 32Q (110547.690000 sec): 3 clusters
  Score: Raw -333656.450956 + Penalty 2707.060455 = -330949.390501
  nChanged 13
		SP:Iteration 33Q (110547.860000 sec): 3 clusters
  Score: Raw -333664.410414 + Penalty 2707.060455 = -330957.349959
  nChanged 21
		SP:Iteration 34Q (110548.040000 sec): 3 clusters
  Score: Raw -333670.455957 + Penalty 2707.060455 = -330963.395502
  nChanged 12
		SP:Iteration 35Q (110548.210000 sec): 3 clusters
  Score: Raw -333673.018938 + Penalty 2707.060455 = -330965.958483
  nChanged 6
		SP:Iteration 36Q (110548.390000 sec): 3 clusters
  Score: Raw -333675.190729 + Penalty 2707.060455 = -330968.130275
  nChanged 8
		SP:Iteration 37Q (110548.570000 sec): 3 clusters
  Score: Raw -333677.971491 + Penalty 2707.060455 = -330970.911036
  nChanged 8
		SP:Iteration 38Q (110548.740000 sec): 3 clusters
  Score: Raw -333680.875038 + Penalty 2707.060455 = -330973.814584
  nChanged 7
		SP:Iteration 39Q (110548.920000 sec): 3 clusters
  Score: Raw -333682.417468 + Penalty 2707.060455 = -330975.357013
  nChanged 5
		SP:Iteration 40F (110549.090000 sec): 3 clusters
  Score: Raw -333683.740681 + Penalty 2707.060455 = -330976.680226
  nChanged 5
		SP:Iteration 41Q (110549.270000 sec): 3 clusters
  Score: Raw -333684.630429 + Penalty 2707.060455 = -330977.569974
  nChanged 0
		SP:Iteration 42F (110549.450000 sec): 3 clusters
  Score: Raw -333684.630429 + Penalty 2707.060455 = -330977.569974
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 37 (157916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110550.330000 sec): 2 clusters
  Score: Raw -13551906.014127 + Penalty 1945.095510 = -13549960.918617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110551.420000 sec): 3 clusters
  Score: Raw -13448055.785509 + Penalty 3890.191021 = -13444165.594488
  nChanged 76170
		SP:Iteration 1F (110552.580000 sec): 3 clusters
  Score: Raw -13493644.324583 + Penalty 3890.191021 = -13489754.133563
  nChanged 5280
		SP:Iteration 2Q (110553.910000 sec): 3 clusters
  Score: Raw -13495050.875009 + Penalty 3890.191021 = -13491160.683989
  nChanged 5638
		SP:Iteration 3Q (110555.240000 sec): 3 clusters
  Score: Raw -13496823.162973 + Penalty 3890.191021 = -13492932.971952
  nChanged 6241
		SP:Iteration 4Q (110556.480000 sec): 3 clusters
  Score: Raw -13499190.109981 + Penalty 3890.191021 = -13495299.918960
  nChanged 6961
		SP:Iteration 5Q (110557.700000 sec): 3 clusters
  Score: Raw -13502352.487707 + Penalty 3890.191021 = -13498462.296687
  nChanged 7881
		SP:Iteration 6Q (110558.970000 sec): 3 clusters
  Score: Raw -13506700.845276 + Penalty 3890.191021 = -13502810.654256
  nChanged 8759
		SP:Iteration 7F (110560.170000 sec): 3 clusters
  Score: Raw -13512404.134335 + Penalty 3890.191021 = -13508513.943315
  nChanged 9044
		SP:Iteration 8F (110561.230000 sec): 3 clusters
  Score: Raw -13519079.281237 + Penalty 3890.191021 = -13515189.090216
  nChanged 9068
		SP:Iteration 9F (110562.420000 sec): 3 clusters
  Score: Raw -13526153.925766 + Penalty 3890.191021 = -13522263.734746
  nChanged 8760
		SP:Iteration 10F (110563.550000 sec): 3 clusters
  Score: Raw -13532805.026166 + Penalty 3890.191021 = -13528914.835146
  nChanged 7904
		SP:Iteration 11F (110564.650000 sec): 3 clusters
  Score: Raw -13538264.977973 + Penalty 3890.191021 = -13534374.786952
  nChanged 6722
		SP:Iteration 12Q (110565.850000 sec): 3 clusters
  Score: Raw -13542475.891209 + Penalty 3890.191021 = -13538585.700188
  nChanged 5492
		SP:Iteration 13Q (110566.980000 sec): 3 clusters
  Score: Raw -13545558.854546 + Penalty 3890.191021 = -13541668.663525
  nChanged 4388
		SP:Iteration 14Q (110568.080000 sec): 3 clusters
  Score: Raw -13547741.069637 + Penalty 3890.191021 = -13543850.878616
  nChanged 3472
		SP:Iteration 15Q (110569.220000 sec): 3 clusters
  Score: Raw -13549242.651879 + Penalty 3890.191021 = -13545352.460858
  nChanged 2648
		SP:Iteration 16Q (110570.440000 sec): 3 clusters
  Score: Raw -13550274.310235 + Penalty 3890.191021 = -13546384.119214
  nChanged 2035
		SP:Iteration 17Q (110571.660000 sec): 3 clusters
  Score: Raw -13550975.123454 + Penalty 3890.191021 = -13547084.932434
  nChanged 1507
		SP:Iteration 18Q (110572.800000 sec): 3 clusters
  Score: Raw -13551451.051109 + Penalty 3890.191021 = -13547560.860089
  nChanged 1150
		SP:Iteration 19Q (110574.020000 sec): 3 clusters
  Score: Raw -13551778.672861 + Penalty 3890.191021 = -13547888.481840
  nChanged 890
		SP:Iteration 20F (110575.150000 sec): 3 clusters
  Score: Raw -13552014.304715 + Penalty 3890.191021 = -13548124.113694
  nChanged 687
		SP:Iteration 21Q (110576.350000 sec): 3 clusters
  Score: Raw -13552183.429862 + Penalty 3890.191021 = -13548293.238842
  nChanged 516
		SP:Iteration 22Q (110577.500000 sec): 3 clusters
  Score: Raw -13552288.753575 + Penalty 3890.191021 = -13548398.562555
  nChanged 403
		SP:Iteration 23Q (110578.660000 sec): 3 clusters
  Score: Raw -13552372.531047 + Penalty 3890.191021 = -13548482.340027
  nChanged 346
		SP:Iteration 24Q (110579.850000 sec): 3 clusters
  Score: Raw -13552442.447859 + Penalty 3890.191021 = -13548552.256839
  nChanged 271
		SP:Iteration 25Q (110581.050000 sec): 3 clusters
  Score: Raw -13552491.978546 + Penalty 3890.191021 = -13548601.787525
  nChanged 211
		SP:Iteration 26Q (110582.220000 sec): 3 clusters
  Score: Raw -13552529.077385 + Penalty 3890.191021 = -13548638.886365
  nChanged 191
		SP:Iteration 27Q (110583.370000 sec): 3 clusters
  Score: Raw -13552564.065852 + Penalty 3890.191021 = -13548673.874831
  nChanged 169
		SP:Iteration 28Q (110584.570000 sec): 3 clusters
  Score: Raw -13552592.380780 + Penalty 3890.191021 = -13548702.189759
  nChanged 135
		SP:Iteration 29Q (110585.760000 sec): 3 clusters
  Score: Raw -13552613.902209 + Penalty 3890.191021 = -13548723.711188
  nChanged 118
		SP:Iteration 30Q (110586.960000 sec): 3 clusters
  Score: Raw -13552631.992560 + Penalty 3890.191021 = -13548741.801540
  nChanged 109
		SP:Iteration 31Q (110588.160000 sec): 3 clusters
  Score: Raw -13552647.925853 + Penalty 3890.191021 = -13548757.734832
  nChanged 96
		SP:Iteration 32Q (110589.340000 sec): 3 clusters
  Score: Raw -13552660.274376 + Penalty 3890.191021 = -13548770.083356
  nChanged 77
		SP:Iteration 33Q (110590.540000 sec): 3 clusters
  Score: Raw -13552670.676136 + Penalty 3890.191021 = -13548780.485115
  nChanged 75
		SP:Iteration 34Q (110591.720000 sec): 3 clusters
  Score: Raw -13552680.308597 + Penalty 3890.191021 = -13548790.117576
  nChanged 59
		SP:Iteration 35Q (110592.940000 sec): 3 clusters
  Score: Raw -13552688.041951 + Penalty 3890.191021 = -13548797.850930
  nChanged 56
		SP:Iteration 36Q (110594.100000 sec): 3 clusters
  Score: Raw -13552694.968774 + Penalty 3890.191021 = -13548804.777753
  nChanged 45
		SP:Iteration 37Q (110595.250000 sec): 3 clusters
  Score: Raw -13552701.645344 + Penalty 3890.191021 = -13548811.454323
  nChanged 53
		SP:Iteration 38Q (110596.360000 sec): 3 clusters
  Score: Raw -13552709.234471 + Penalty 3890.191021 = -13548819.043450
  nChanged 58
		SP:Iteration 39Q (110597.570000 sec): 3 clusters
  Score: Raw -13552717.996200 + Penalty 3890.191021 = -13548827.805179
  nChanged 64
		SP:Iteration 40F (110598.770000 sec): 3 clusters
  Score: Raw -13552725.549009 + Penalty 3890.191021 = -13548835.357988
  nChanged 44
		SP:Iteration 41Q (110599.880000 sec): 3 clusters
  Score: Raw -13552731.073255 + Penalty 3890.191021 = -13548840.882235
  nChanged 40
		SP:Iteration 42Q (110600.990000 sec): 3 clusters
  Score: Raw -13552736.117384 + Penalty 3890.191021 = -13548845.926363
  nChanged 41
		SP:Iteration 43Q (110602.150000 sec): 3 clusters
  Score: Raw -13552741.508037 + Penalty 3890.191021 = -13548851.317016
  nChanged 40
		SP:Iteration 44Q (110603.370000 sec): 3 clusters
  Score: Raw -13552746.050022 + Penalty 3890.191021 = -13548855.859002
  nChanged 34
		SP:Iteration 45Q (110604.570000 sec): 3 clusters
  Score: Raw -13552749.852484 + Penalty 3890.191021 = -13548859.661463
  nChanged 25
		SP:Iteration 46Q (110605.770000 sec): 3 clusters
  Score: Raw -13552752.741048 + Penalty 3890.191021 = -13548862.550027
  nChanged 32
		SP:Iteration 47Q (110606.960000 sec): 3 clusters
  Score: Raw -13552755.694916 + Penalty 3890.191021 = -13548865.503895
  nChanged 22
		SP:Iteration 48Q (110608.190000 sec): 3 clusters
  Score: Raw -13552758.093740 + Penalty 3890.191021 = -13548867.902719
  nChanged 26
		SP:Iteration 49Q (110609.390000 sec): 3 clusters
  Score: Raw -13552760.904628 + Penalty 3890.191021 = -13548870.713608
  nChanged 25
		SP:Iteration 50Q (110610.580000 sec): 3 clusters
  Score: Raw -13552764.018897 + Penalty 3890.191021 = -13548873.827876
  nChanged 25
		SP:Iteration 51Q (110611.730000 sec): 3 clusters
  Score: Raw -13552766.485337 + Penalty 3890.191021 = -13548876.294316
  nChanged 18
		SP:Iteration 52Q (110612.960000 sec): 3 clusters
  Score: Raw -13552768.711894 + Penalty 3890.191021 = -13548878.520873
  nChanged 20
		SP:Iteration 53Q (110614.180000 sec): 3 clusters
  Score: Raw -13552771.235516 + Penalty 3890.191021 = -13548881.044496
  nChanged 20
		SP:Iteration 54Q (110615.380000 sec): 3 clusters
  Score: Raw -13552773.942054 + Penalty 3890.191021 = -13548883.751033
  nChanged 23
		SP:Iteration 55Q (110616.570000 sec): 3 clusters
  Score: Raw -13552776.767038 + Penalty 3890.191021 = -13548886.576018
  nChanged 21
		SP:Iteration 56Q (110617.760000 sec): 3 clusters
  Score: Raw -13552779.098500 + Penalty 3890.191021 = -13548888.907479
  nChanged 17
		SP:Iteration 57Q (110618.980000 sec): 3 clusters
  Score: Raw -13552781.311186 + Penalty 3890.191021 = -13548891.120166
  nChanged 16
		SP:Iteration 58Q (110620.210000 sec): 3 clusters
  Score: Raw -13552782.874783 + Penalty 3890.191021 = -13548892.683763
  nChanged 13
		SP:Iteration 59Q (110621.450000 sec): 3 clusters
  Score: Raw -13552784.553438 + Penalty 3890.191021 = -13548894.362417
  nChanged 17
		SP:Iteration 60F (110622.650000 sec): 3 clusters
  Score: Raw -13552786.335536 + Penalty 3890.191021 = -13548896.144515
  nChanged 18
		SP:Iteration 61Q (110623.860000 sec): 3 clusters
  Score: Raw -13552788.328519 + Penalty 3890.191021 = -13548898.137498
  nChanged 21
		SP:Iteration 62Q (110625.060000 sec): 3 clusters
  Score: Raw -13552790.201299 + Penalty 3890.191021 = -13548900.010279
  nChanged 16
		SP:Iteration 63Q (110626.290000 sec): 3 clusters
  Score: Raw -13552791.482707 + Penalty 3890.191021 = -13548901.291686
  nChanged 12
		SP:Iteration 64Q (110627.490000 sec): 3 clusters
  Score: Raw -13552792.530268 + Penalty 3890.191021 = -13548902.339247
  nChanged 11
		SP:Iteration 65Q (110628.630000 sec): 3 clusters
  Score: Raw -13552793.450467 + Penalty 3890.191021 = -13548903.259447
  nChanged 7
		SP:Iteration 66Q (110629.790000 sec): 3 clusters
  Score: Raw -13552794.088169 + Penalty 3890.191021 = -13548903.897148
  nChanged 7
		SP:Iteration 67Q (110630.990000 sec): 3 clusters
  Score: Raw -13552794.585147 + Penalty 3890.191021 = -13548904.394127
  nChanged 6
		SP:Iteration 68Q (110632.230000 sec): 3 clusters
  Score: Raw -13552795.148968 + Penalty 3890.191021 = -13548904.957948
  nChanged 8
		SP:Iteration 69Q (110633.430000 sec): 3 clusters
  Score: Raw -13552795.840975 + Penalty 3890.191021 = -13548905.649955
  nChanged 9
		SP:Iteration 70Q (110634.610000 sec): 3 clusters
  Score: Raw -13552796.486109 + Penalty 3890.191021 = -13548906.295088
  nChanged 7
		SP:Iteration 71Q (110635.810000 sec): 3 clusters
  Score: Raw -13552797.285287 + Penalty 3890.191021 = -13548907.094267
  nChanged 15
		SP:Iteration 72Q (110636.950000 sec): 3 clusters
  Score: Raw -13552798.733641 + Penalty 3890.191021 = -13548908.542621
  nChanged 8
		SP:Iteration 73Q (110638.160000 sec): 3 clusters
  Score: Raw -13552799.661831 + Penalty 3890.191021 = -13548909.470811
  nChanged 12
		SP:Iteration 74Q (110639.330000 sec): 3 clusters
  Score: Raw -13552801.036730 + Penalty 3890.191021 = -13548910.845709
  nChanged 11
		SP:Iteration 75Q (110640.560000 sec): 3 clusters
  Score: Raw -13552802.334861 + Penalty 3890.191021 = -13548912.143841
  nChanged 11
		SP:Iteration 76Q (110641.790000 sec): 3 clusters
  Score: Raw -13552803.531212 + Penalty 3890.191021 = -13548913.340191
  nChanged 15
		SP:Iteration 77Q (110642.940000 sec): 3 clusters
  Score: Raw -13552804.965563 + Penalty 3890.191021 = -13548914.774542
  nChanged 10
		SP:Iteration 78Q (110644.070000 sec): 3 clusters
  Score: Raw -13552805.961584 + Penalty 3890.191021 = -13548915.770563
  nChanged 13
		SP:Iteration 79Q (110645.230000 sec): 3 clusters
  Score: Raw -13552807.474326 + Penalty 3890.191021 = -13548917.283306
  nChanged 14
		SP:Iteration 80F (110646.400000 sec): 3 clusters
  Score: Raw -13552808.785993 + Penalty 3890.191021 = -13548918.594973
  nChanged 9
		SP:Iteration 81Q (110647.580000 sec): 3 clusters
  Score: Raw -13552810.166455 + Penalty 3890.191021 = -13548919.975434
  nChanged 13
		SP:Iteration 82Q (110648.780000 sec): 3 clusters
  Score: Raw -13552811.840332 + Penalty 3890.191021 = -13548921.649311
  nChanged 11
		SP:Iteration 83Q (110649.970000 sec): 3 clusters
  Score: Raw -13552812.857339 + Penalty 3890.191021 = -13548922.666318
  nChanged 6
		SP:Iteration 84Q (110651.190000 sec): 3 clusters
  Score: Raw -13552813.390317 + Penalty 3890.191021 = -13548923.199296
  nChanged 2
		SP:Iteration 85Q (110652.350000 sec): 3 clusters
  Score: Raw -13552813.540462 + Penalty 3890.191021 = -13548923.349442
  nChanged 1
		SP:Iteration 86Q (110653.540000 sec): 3 clusters
  Score: Raw -13552813.608811 + Penalty 3890.191021 = -13548923.417791
  nChanged 1
		SP:Iteration 87Q (110654.770000 sec): 3 clusters
  Score: Raw -13552813.702691 + Penalty 3890.191021 = -13548923.511670
  nChanged 2
		SP:Iteration 88Q (110655.940000 sec): 3 clusters
  Score: Raw -13552813.894668 + Penalty 3890.191021 = -13548923.703648
  nChanged 3
		SP:Iteration 89Q (110657.130000 sec): 3 clusters
  Score: Raw -13552814.219892 + Penalty 3890.191021 = -13548924.028871
  nChanged 6
		SP:Iteration 90Q (110658.380000 sec): 3 clusters
  Score: Raw -13552814.702342 + Penalty 3890.191021 = -13548924.511321
  nChanged 3
		SP:Iteration 91Q (110659.590000 sec): 3 clusters
  Score: Raw -13552815.089260 + Penalty 3890.191021 = -13548924.898240
  nChanged 7
		SP:Iteration 92Q (110660.780000 sec): 3 clusters
  Score: Raw -13552815.859866 + Penalty 3890.191021 = -13548925.668846
  nChanged 6
		SP:Iteration 93Q (110661.980000 sec): 3 clusters
  Score: Raw -13552816.461614 + Penalty 3890.191021 = -13548926.270593
  nChanged 5
		SP:Iteration 94Q (110663.170000 sec): 3 clusters
  Score: Raw -13552816.937969 + Penalty 3890.191021 = -13548926.746949
  nChanged 4
		SP:Iteration 95Q (110664.290000 sec): 3 clusters
  Score: Raw -13552817.304867 + Penalty 3890.191021 = -13548927.113846
  nChanged 2
		SP:Iteration 96Q (110665.440000 sec): 3 clusters
  Score: Raw -13552817.495775 + Penalty 3890.191021 = -13548927.304755
  nChanged 1
		SP:Iteration 97Q (110666.640000 sec): 3 clusters
  Score: Raw -13552817.578637 + Penalty 3890.191021 = -13548927.387616
  nChanged 2
		SP:Iteration 98Q (110667.840000 sec): 3 clusters
  Score: Raw -13552817.710972 + Penalty 3890.191021 = -13548927.519951
  nChanged 1
		SP:Iteration 99Q (110669.040000 sec): 3 clusters
  Score: Raw -13552817.755641 + Penalty 3890.191021 = -13548927.564620
  nChanged 0
		SP:Iteration 100F (110670.190000 sec): 3 clusters
  Score: Raw -13552817.755641 + Penalty 3890.191021 = -13548927.564620
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 38 (10331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110670.350000 sec): 2 clusters
  Score: Raw -836081.035712 + Penalty 1501.971959 = -834579.063753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110670.590000 sec): 3 clusters
  Score: Raw -830169.436874 + Penalty 3003.943918 = -827165.492956
  nChanged 4449
		SP:Iteration 1F (110670.740000 sec): 3 clusters
  Score: Raw -832518.328299 + Penalty 3003.943918 = -829514.384381
  nChanged 615
		SP:Iteration 2F (110670.880000 sec): 3 clusters
  Score: Raw -832776.304648 + Penalty 3003.943918 = -829772.360730
  nChanged 521
		SP:Iteration 3F (110671.050000 sec): 3 clusters
  Score: Raw -832997.152259 + Penalty 3003.943918 = -829993.208341
  nChanged 472
		SP:Iteration 4Q (110671.220000 sec): 3 clusters
  Score: Raw -833189.198663 + Penalty 3003.943918 = -830185.254745
  nChanged 443
		SP:Iteration 5Q (110671.390000 sec): 3 clusters
  Score: Raw -833367.456676 + Penalty 3003.943918 = -830363.512758
  nChanged 398
		SP:Iteration 6Q (110671.560000 sec): 3 clusters
  Score: Raw -833523.629756 + Penalty 3003.943918 = -830519.685838
  nChanged 357
		SP:Iteration 7Q (110671.720000 sec): 3 clusters
  Score: Raw -833653.499148 + Penalty 3003.943918 = -830649.555230
  nChanged 312
		SP:Iteration 8Q (110671.920000 sec): 3 clusters
  Score: Raw -833765.485331 + Penalty 3003.943918 = -830761.541413
  nChanged 303
		SP:Iteration 9Q (110672.110000 sec): 3 clusters
  Score: Raw -833891.756153 + Penalty 3003.943918 = -830887.812235
  nChanged 344
		SP:Iteration 10Q (110672.280000 sec): 3 clusters
  Score: Raw -834035.587776 + Penalty 3003.943918 = -831031.643858
  nChanged 335
		SP:Iteration 11Q (110672.440000 sec): 3 clusters
  Score: Raw -834162.638080 + Penalty 3003.943918 = -831158.694162
  nChanged 307
		SP:Iteration 12Q (110672.600000 sec): 3 clusters
  Score: Raw -834287.776018 + Penalty 3003.943918 = -831283.832101
  nChanged 322
		SP:Iteration 13Q (110672.800000 sec): 3 clusters
  Score: Raw -834450.263178 + Penalty 3003.943918 = -831446.319260
  nChanged 349
		SP:Iteration 14Q (110672.960000 sec): 3 clusters
  Score: Raw -834654.110166 + Penalty 3003.943918 = -831650.166248
  nChanged 353
		SP:Iteration 15Q (110673.220000 sec): 3 clusters
  Score: Raw -834841.072949 + Penalty 3003.943918 = -831837.129031
  nChanged 289
		SP:Iteration 16Q (110673.440000 sec): 3 clusters
  Score: Raw -834987.560810 + Penalty 3003.943918 = -831983.616892
  nChanged 256
		SP:Iteration 17Q (110673.610000 sec): 3 clusters
  Score: Raw -835118.611427 + Penalty 3003.943918 = -832114.667509
  nChanged 236
		SP:Iteration 18Q (110673.820000 sec): 3 clusters
  Score: Raw -835234.381312 + Penalty 3003.943918 = -832230.437394
  nChanged 219
		SP:Iteration 19Q (110674.030000 sec): 3 clusters
  Score: Raw -835331.253489 + Penalty 3003.943918 = -832327.309571
  nChanged 176
		SP:Iteration 20F (110674.170000 sec): 3 clusters
  Score: Raw -835398.136877 + Penalty 3003.943918 = -832394.192959
  nChanged 126
		SP:Iteration 21Q (110674.340000 sec): 3 clusters
  Score: Raw -835439.257760 + Penalty 3003.943918 = -832435.313842
  nChanged 115
		SP:Iteration 22Q (110674.550000 sec): 3 clusters
  Score: Raw -835479.836174 + Penalty 3003.943918 = -832475.892256
  nChanged 100
		SP:Iteration 23Q (110674.700000 sec): 3 clusters
  Score: Raw -835512.653628 + Penalty 3003.943918 = -832508.709710
  nChanged 93
		SP:Iteration 24Q (110674.920000 sec): 3 clusters
  Score: Raw -835545.700630 + Penalty 3003.943918 = -832541.756712
  nChanged 105
		SP:Iteration 25Q (110675.140000 sec): 3 clusters
  Score: Raw -835588.764623 + Penalty 3003.943918 = -832584.820705
  nChanged 90
		SP:Iteration 26Q (110675.360000 sec): 3 clusters
  Score: Raw -835618.923372 + Penalty 3003.943918 = -832614.979454
  nChanged 92
		SP:Iteration 27Q (110675.570000 sec): 3 clusters
  Score: Raw -835649.035380 + Penalty 3003.943918 = -832645.091463
  nChanged 86
		SP:Iteration 28Q (110675.750000 sec): 3 clusters
  Score: Raw -835681.705237 + Penalty 3003.943918 = -832677.761319
  nChanged 94
		SP:Iteration 29Q (110675.930000 sec): 3 clusters
  Score: Raw -835715.972665 + Penalty 3003.943918 = -832712.028747
  nChanged 88
		SP:Iteration 30Q (110676.140000 sec): 3 clusters
  Score: Raw -835745.229371 + Penalty 3003.943918 = -832741.285453
  nChanged 78
		SP:Iteration 31Q (110676.380000 sec): 3 clusters
  Score: Raw -835766.256276 + Penalty 3003.943918 = -832762.312358
  nChanged 52
		SP:Iteration 32Q (110676.530000 sec): 3 clusters
  Score: Raw -835781.861218 + Penalty 3003.943918 = -832777.917300
  nChanged 55
		SP:Iteration 33Q (110676.760000 sec): 3 clusters
  Score: Raw -835796.051481 + Penalty 3003.943918 = -832792.107563
  nChanged 37
		SP:Iteration 34Q (110676.980000 sec): 3 clusters
  Score: Raw -835806.113227 + Penalty 3003.943918 = -832802.169309
  nChanged 31
		SP:Iteration 35Q (110677.200000 sec): 3 clusters
  Score: Raw -835812.265471 + Penalty 3003.943918 = -832808.321553
  nChanged 21
		SP:Iteration 36Q (110677.460000 sec): 3 clusters
  Score: Raw -835816.470316 + Penalty 3003.943918 = -832812.526398
  nChanged 25
		SP:Iteration 37Q (110677.650000 sec): 3 clusters
  Score: Raw -835821.635466 + Penalty 3003.943918 = -832817.691548
  nChanged 20
		SP:Iteration 38Q (110677.800000 sec): 3 clusters
  Score: Raw -835826.157692 + Penalty 3003.943918 = -832822.213774
  nChanged 23
		SP:Iteration 39Q (110678.000000 sec): 3 clusters
  Score: Raw -835830.370822 + Penalty 3003.943918 = -832826.426904
  nChanged 27
		SP:Iteration 40F (110678.160000 sec): 3 clusters
  Score: Raw -835836.247478 + Penalty 3003.943918 = -832832.303560
  nChanged 31
		SP:Iteration 41Q (110678.340000 sec): 3 clusters
  Score: Raw -835843.952294 + Penalty 3003.943918 = -832840.008376
  nChanged 27
		SP:Iteration 42Q (110678.540000 sec): 3 clusters
  Score: Raw -835851.368882 + Penalty 3003.943918 = -832847.424964
  nChanged 30
		SP:Iteration 43Q (110678.740000 sec): 3 clusters
  Score: Raw -835857.432135 + Penalty 3003.943918 = -832853.488217
  nChanged 23
		SP:Iteration 44Q (110678.980000 sec): 3 clusters
  Score: Raw -835862.372983 + Penalty 3003.943918 = -832858.429065
  nChanged 24
		SP:Iteration 45Q (110679.150000 sec): 3 clusters
  Score: Raw -835868.032277 + Penalty 3003.943918 = -832864.088359
  nChanged 28
		SP:Iteration 46Q (110679.330000 sec): 3 clusters
  Score: Raw -835874.905477 + Penalty 3003.943918 = -832870.961559
  nChanged 27
		SP:Iteration 47Q (110679.560000 sec): 3 clusters
  Score: Raw -835881.927260 + Penalty 3003.943918 = -832877.983342
  nChanged 28
		SP:Iteration 48Q (110679.770000 sec): 3 clusters
  Score: Raw -835888.856621 + Penalty 3003.943918 = -832884.912703
  nChanged 22
		SP:Iteration 49Q (110679.940000 sec): 3 clusters
  Score: Raw -835894.208574 + Penalty 3003.943918 = -832890.264656
  nChanged 31
		SP:Iteration 50Q (110680.070000 sec): 3 clusters
  Score: Raw -835901.918364 + Penalty 3003.943918 = -832897.974446
  nChanged 26
		SP:Iteration 51Q (110680.280000 sec): 3 clusters
  Score: Raw -835907.723401 + Penalty 3003.943918 = -832903.779483
  nChanged 25
		SP:Iteration 52Q (110680.460000 sec): 3 clusters
  Score: Raw -835912.663272 + Penalty 3003.943918 = -832908.719354
  nChanged 21
		SP:Iteration 53Q (110680.650000 sec): 3 clusters
  Score: Raw -835916.596276 + Penalty 3003.943918 = -832912.652358
  nChanged 19
		SP:Iteration 54Q (110680.840000 sec): 3 clusters
  Score: Raw -835921.079795 + Penalty 3003.943918 = -832917.135877
  nChanged 19
		SP:Iteration 55Q (110681.020000 sec): 3 clusters
  Score: Raw -835925.398261 + Penalty 3003.943918 = -832921.454343
  nChanged 18
		SP:Iteration 56Q (110681.210000 sec): 3 clusters
  Score: Raw -835930.356940 + Penalty 3003.943918 = -832926.413022
  nChanged 23
		SP:Iteration 57Q (110681.460000 sec): 3 clusters
  Score: Raw -835934.829977 + Penalty 3003.943918 = -832930.886059
  nChanged 11
		SP:Iteration 58Q (110681.660000 sec): 3 clusters
  Score: Raw -835936.646759 + Penalty 3003.943918 = -832932.702841
  nChanged 7
		SP:Iteration 59Q (110681.860000 sec): 3 clusters
  Score: Raw -835937.995749 + Penalty 3003.943918 = -832934.051831
  nChanged 12
		SP:Iteration 60F (110682.060000 sec): 3 clusters
  Score: Raw -835940.641702 + Penalty 3003.943918 = -832936.697784
  nChanged 14
		SP:Iteration 61Q (110682.240000 sec): 3 clusters
  Score: Raw -835943.517302 + Penalty 3003.943918 = -832939.573384
  nChanged 13
		SP:Iteration 62Q (110682.450000 sec): 3 clusters
  Score: Raw -835945.704819 + Penalty 3003.943918 = -832941.760901
  nChanged 14
		SP:Iteration 63Q (110682.720000 sec): 3 clusters
  Score: Raw -835949.277458 + Penalty 3003.943918 = -832945.333540
  nChanged 11
		SP:Iteration 64Q (110682.870000 sec): 3 clusters
  Score: Raw -835952.238026 + Penalty 3003.943918 = -832948.294108
  nChanged 14
		SP:Iteration 65Q (110683.090000 sec): 3 clusters
  Score: Raw -835956.056899 + Penalty 3003.943918 = -832952.112981
  nChanged 14
		SP:Iteration 66Q (110683.300000 sec): 3 clusters
  Score: Raw -835959.742087 + Penalty 3003.943918 = -832955.798169
  nChanged 11
		SP:Iteration 67Q (110683.520000 sec): 3 clusters
  Score: Raw -835961.754504 + Penalty 3003.943918 = -832957.810586
  nChanged 6
		SP:Iteration 68Q (110683.760000 sec): 3 clusters
  Score: Raw -835963.194610 + Penalty 3003.943918 = -832959.250692
  nChanged 8
		SP:Iteration 69Q (110683.960000 sec): 3 clusters
  Score: Raw -835965.407984 + Penalty 3003.943918 = -832961.464066
  nChanged 13
		SP:Iteration 70Q (110684.170000 sec): 3 clusters
  Score: Raw -835967.428873 + Penalty 3003.943918 = -832963.484955
  nChanged 9
		SP:Iteration 71Q (110684.380000 sec): 3 clusters
  Score: Raw -835969.400134 + Penalty 3003.943918 = -832965.456216
  nChanged 14
		SP:Iteration 72Q (110684.590000 sec): 3 clusters
  Score: Raw -835972.731705 + Penalty 3003.943918 = -832968.787787
  nChanged 13
		SP:Iteration 73Q (110684.800000 sec): 3 clusters
  Score: Raw -835976.165519 + Penalty 3003.943918 = -832972.221601
  nChanged 20
		SP:Iteration 74Q (110685.010000 sec): 3 clusters
  Score: Raw -835982.145084 + Penalty 3003.943918 = -832978.201167
  nChanged 23
		SP:Iteration 75Q (110685.250000 sec): 3 clusters
  Score: Raw -835988.624542 + Penalty 3003.943918 = -832984.680624
  nChanged 14
		SP:Iteration 76Q (110685.430000 sec): 3 clusters
  Score: Raw -835991.513712 + Penalty 3003.943918 = -832987.569794
  nChanged 10
		SP:Iteration 77Q (110685.640000 sec): 3 clusters
  Score: Raw -835993.526198 + Penalty 3003.943918 = -832989.582281
  nChanged 9
		SP:Iteration 78Q (110685.860000 sec): 3 clusters
  Score: Raw -835996.124436 + Penalty 3003.943918 = -832992.180518
  nChanged 6
		SP:Iteration 79Q (110686.080000 sec): 3 clusters
  Score: Raw -835997.140869 + Penalty 3003.943918 = -832993.196951
  nChanged 3
		SP:Iteration 80F (110686.300000 sec): 3 clusters
  Score: Raw -835997.697574 + Penalty 3003.943918 = -832993.753657
  nChanged 5
		SP:Iteration 81Q (110686.520000 sec): 3 clusters
  Score: Raw -835998.586588 + Penalty 3003.943918 = -832994.642670
  nChanged 2
		SP:Iteration 82Q (110686.740000 sec): 3 clusters
  Score: Raw -835998.813333 + Penalty 3003.943918 = -832994.869415
  nChanged 2
		SP:Iteration 83Q (110686.960000 sec): 3 clusters
  Score: Raw -835998.971835 + Penalty 3003.943918 = -832995.027917
  nChanged 2
		SP:Iteration 84Q (110687.180000 sec): 3 clusters
  Score: Raw -835999.359335 + Penalty 3003.943918 = -832995.415417
  nChanged 4
		SP:Iteration 85Q (110687.390000 sec): 3 clusters
  Score: Raw -836000.281912 + Penalty 3003.943918 = -832996.337994
  nChanged 8
		SP:Iteration 86Q (110687.610000 sec): 3 clusters
  Score: Raw -836002.215542 + Penalty 3003.943918 = -832998.271624
  nChanged 9
		SP:Iteration 87Q (110687.830000 sec): 3 clusters
  Score: Raw -836004.057683 + Penalty 3003.943918 = -833000.113765
  nChanged 4
		SP:Iteration 88Q (110688.050000 sec): 3 clusters
  Score: Raw -836004.994951 + Penalty 3003.943918 = -833001.051033
  nChanged 5
		SP:Iteration 89Q (110688.260000 sec): 3 clusters
  Score: Raw -836006.011653 + Penalty 3003.943918 = -833002.067735
  nChanged 9
		SP:Iteration 90Q (110688.510000 sec): 3 clusters
  Score: Raw -836008.268653 + Penalty 3003.943918 = -833004.324735
  nChanged 8
		SP:Iteration 91Q (110688.730000 sec): 3 clusters
  Score: Raw -836010.905606 + Penalty 3003.943918 = -833006.961688
  nChanged 11
		SP:Iteration 92Q (110688.990000 sec): 3 clusters
  Score: Raw -836012.992467 + Penalty 3003.943918 = -833009.048549
  nChanged 6
		SP:Iteration 93Q (110689.210000 sec): 3 clusters
  Score: Raw -836014.906320 + Penalty 3003.943918 = -833010.962402
  nChanged 4
		SP:Iteration 94Q (110689.420000 sec): 3 clusters
  Score: Raw -836016.216105 + Penalty 3003.943918 = -833012.272187
  nChanged 10
		SP:Iteration 95Q (110689.640000 sec): 3 clusters
  Score: Raw -836019.107852 + Penalty 3003.943918 = -833015.163934
  nChanged 10
		SP:Iteration 96Q (110689.840000 sec): 3 clusters
  Score: Raw -836021.642926 + Penalty 3003.943918 = -833017.699008
  nChanged 6
		SP:Iteration 97Q (110690.060000 sec): 3 clusters
  Score: Raw -836022.886057 + Penalty 3003.943918 = -833018.942139
  nChanged 7
		SP:Iteration 98Q (110690.280000 sec): 3 clusters
  Score: Raw -836024.769504 + Penalty 3003.943918 = -833020.825586
  nChanged 4
		SP:Iteration 99Q (110690.490000 sec): 3 clusters
  Score: Raw -836025.636979 + Penalty 3003.943918 = -833021.693061
  nChanged 4
		SP:Iteration 100F (110690.690000 sec): 3 clusters
  Score: Raw -836026.515862 + Penalty 3003.943918 = -833022.571944
  nChanged 6
		SP:Iteration 101Q (110690.910000 sec): 3 clusters
  Score: Raw -836028.224830 + Penalty 3003.943918 = -833024.280912
  nChanged 7
		SP:Iteration 102Q (110691.130000 sec): 3 clusters
  Score: Raw -836029.759571 + Penalty 3003.943918 = -833025.815653
  nChanged 4
		SP:Iteration 103Q (110691.340000 sec): 3 clusters
  Score: Raw -836030.947439 + Penalty 3003.943918 = -833027.003521
  nChanged 7
		SP:Iteration 104Q (110691.550000 sec): 3 clusters
  Score: Raw -836033.249997 + Penalty 3003.943918 = -833029.306079
  nChanged 9
		SP:Iteration 105Q (110691.750000 sec): 3 clusters
  Score: Raw -836035.369846 + Penalty 3003.943918 = -833031.425928
  nChanged 9
		SP:Iteration 106Q (110691.950000 sec): 3 clusters
  Score: Raw -836037.012869 + Penalty 3003.943918 = -833033.068951
  nChanged 4
		SP:Iteration 107Q (110692.160000 sec): 3 clusters
  Score: Raw -836038.088584 + Penalty 3003.943918 = -833034.144666
  nChanged 4
		SP:Iteration 108Q (110692.400000 sec): 3 clusters
  Score: Raw -836039.154707 + Penalty 3003.943918 = -833035.210789
  nChanged 8
		SP:Iteration 109Q (110692.620000 sec): 3 clusters
  Score: Raw -836040.848382 + Penalty 3003.943918 = -833036.904464
  nChanged 5
		SP:Iteration 110Q (110692.860000 sec): 3 clusters
  Score: Raw -836042.227226 + Penalty 3003.943918 = -833038.283309
  nChanged 7
		SP:Iteration 111Q (110693.040000 sec): 3 clusters
  Score: Raw -836044.010433 + Penalty 3003.943918 = -833040.066515
  nChanged 7
		SP:Iteration 112Q (110693.240000 sec): 3 clusters
  Score: Raw -836045.962159 + Penalty 3003.943918 = -833042.018241
  nChanged 12
		SP:Iteration 113Q (110693.440000 sec): 3 clusters
  Score: Raw -836049.697885 + Penalty 3003.943918 = -833045.753967
  nChanged 15
		SP:Iteration 114Q (110693.640000 sec): 3 clusters
  Score: Raw -836054.982757 + Penalty 3003.943918 = -833051.038839
  nChanged 18
		SP:Iteration 115Q (110693.840000 sec): 3 clusters
  Score: Raw -836061.220098 + Penalty 3003.943918 = -833057.276180
  nChanged 25
		SP:Iteration 116Q (110694.060000 sec): 3 clusters
  Score: Raw -836071.568199 + Penalty 3003.943918 = -833067.624281
  nChanged 25
		SP:Iteration 117Q (110694.260000 sec): 3 clusters
  Score: Raw -836082.317830 + Penalty 3003.943918 = -833078.373912
  nChanged 20
		SP:Iteration 118Q (110694.460000 sec): 3 clusters
  Score: Raw -836090.023525 + Penalty 3003.943918 = -833086.079607
  nChanged 21
		SP:Iteration 119Q (110694.670000 sec): 3 clusters
  Score: Raw -836097.901694 + Penalty 3003.943918 = -833093.957776
  nChanged 19
		SP:Iteration 120F (110694.870000 sec): 3 clusters
  Score: Raw -836104.871950 + Penalty 3003.943918 = -833100.928032
  nChanged 18
		SP:Iteration 121Q (110695.100000 sec): 3 clusters
  Score: Raw -836110.486943 + Penalty 3003.943918 = -833106.543025
  nChanged 13
		SP:Iteration 122Q (110695.310000 sec): 3 clusters
  Score: Raw -836113.527879 + Penalty 3003.943918 = -833109.583961
  nChanged 12
		SP:Iteration 123Q (110695.520000 sec): 3 clusters
  Score: Raw -836117.660984 + Penalty 3003.943918 = -833113.717066
  nChanged 17
		SP:Iteration 124Q (110695.730000 sec): 3 clusters
  Score: Raw -836124.228894 + Penalty 3003.943918 = -833120.284976
  nChanged 23
		SP:Iteration 125Q (110695.940000 sec): 3 clusters
  Score: Raw -836134.555675 + Penalty 3003.943918 = -833130.611757
  nChanged 24
		SP:Iteration 126Q (110696.160000 sec): 3 clusters
  Score: Raw -836144.715433 + Penalty 3003.943918 = -833140.771516
  nChanged 27
		SP:Iteration 127Q (110696.380000 sec): 3 clusters
  Score: Raw -836155.294182 + Penalty 3003.943918 = -833151.350264
  nChanged 20
		SP:Iteration 128Q (110696.630000 sec): 3 clusters
  Score: Raw -836161.948917 + Penalty 3003.943918 = -833158.005000
  nChanged 17
		SP:Iteration 129Q (110696.830000 sec): 3 clusters
  Score: Raw -836168.559830 + Penalty 3003.943918 = -833164.615912
  nChanged 15
		SP:Iteration 130Q (110697.030000 sec): 3 clusters
  Score: Raw -836175.062611 + Penalty 3003.943918 = -833171.118693
  nChanged 14
		SP:Iteration 131Q (110697.230000 sec): 3 clusters
  Score: Raw -836180.303553 + Penalty 3003.943918 = -833176.359635
  nChanged 19
		SP:Iteration 132Q (110697.430000 sec): 3 clusters
  Score: Raw -836187.112020 + Penalty 3003.943918 = -833183.168102
  nChanged 17
		SP:Iteration 133Q (110697.650000 sec): 3 clusters
  Score: Raw -836194.214786 + Penalty 3003.943918 = -833190.270868
  nChanged 16
		SP:Iteration 134Q (110697.860000 sec): 3 clusters
  Score: Raw -836199.899266 + Penalty 3003.943918 = -833195.955348
  nChanged 14
		SP:Iteration 135Q (110698.070000 sec): 3 clusters
  Score: Raw -836206.993240 + Penalty 3003.943918 = -833203.049322
  nChanged 16
		SP:Iteration 136Q (110698.290000 sec): 3 clusters
  Score: Raw -836214.952814 + Penalty 3003.943918 = -833211.008896
  nChanged 14
		SP:Iteration 137Q (110698.500000 sec): 3 clusters
  Score: Raw -836219.935832 + Penalty 3003.943918 = -833215.991914
  nChanged 12
		SP:Iteration 138Q (110698.740000 sec): 3 clusters
  Score: Raw -836224.965607 + Penalty 3003.943918 = -833221.021689
  nChanged 7
		SP:Iteration 139Q (110698.960000 sec): 3 clusters
  Score: Raw -836227.551407 + Penalty 3003.943918 = -833223.607489
  nChanged 7
		SP:Iteration 140F (110699.170000 sec): 3 clusters
  Score: Raw -836230.362527 + Penalty 3003.943918 = -833226.418609
  nChanged 6
		SP:Iteration 141Q (110699.420000 sec): 3 clusters
  Score: Raw -836232.971230 + Penalty 3003.943918 = -833229.027312
  nChanged 8
		SP:Iteration 142Q (110699.610000 sec): 3 clusters
  Score: Raw -836236.844903 + Penalty 3003.943918 = -833232.900985
  nChanged 10
		SP:Iteration 143Q (110699.820000 sec): 3 clusters
  Score: Raw -836240.462419 + Penalty 3003.943918 = -833236.518501
  nChanged 6
		SP:Iteration 144Q (110700.080000 sec): 3 clusters
  Score: Raw -836242.992161 + Penalty 3003.943918 = -833239.048243
  nChanged 3
		SP:Iteration 145Q (110700.260000 sec): 3 clusters
  Score: Raw -836244.427919 + Penalty 3003.943918 = -833240.484001
  nChanged 3
		SP:Iteration 146Q (110700.550000 sec): 3 clusters
  Score: Raw -836245.089316 + Penalty 3003.943918 = -833241.145398
  nChanged 4
		SP:Iteration 147Q (110700.790000 sec): 3 clusters
  Score: Raw -836246.223681 + Penalty 3003.943918 = -833242.279764
  nChanged 3
		SP:Iteration 148Q (110700.960000 sec): 3 clusters
  Score: Raw -836247.503347 + Penalty 3003.943918 = -833243.559429
  nChanged 4
		SP:Iteration 149Q (110701.220000 sec): 3 clusters
  Score: Raw -836249.186843 + Penalty 3003.943918 = -833245.242925
  nChanged 3
		SP:Iteration 150Q (110701.390000 sec): 3 clusters
  Score: Raw -836250.012098 + Penalty 3003.943918 = -833246.068180
  nChanged 5
		SP:Iteration 151Q (110701.610000 sec): 3 clusters
  Score: Raw -836251.895503 + Penalty 3003.943918 = -833247.951586
  nChanged 6
		SP:Iteration 152Q (110701.830000 sec): 3 clusters
  Score: Raw -836254.416250 + Penalty 3003.943918 = -833250.472333
  nChanged 8
		SP:Iteration 153Q (110702.050000 sec): 3 clusters
  Score: Raw -836257.845452 + Penalty 3003.943918 = -833253.901534
  nChanged 8
		SP:Iteration 154Q (110702.280000 sec): 3 clusters
  Score: Raw -836261.339455 + Penalty 3003.943918 = -833257.395538
  nChanged 7
		SP:Iteration 155Q (110702.530000 sec): 3 clusters
  Score: Raw -836265.101211 + Penalty 3003.943918 = -833261.157293
  nChanged 11
		SP:Iteration 156Q (110702.740000 sec): 3 clusters
  Score: Raw -836270.907989 + Penalty 3003.943918 = -833266.964071
  nChanged 5
		SP:Iteration 157Q (110702.950000 sec): 3 clusters
  Score: Raw -836274.591082 + Penalty 3003.943918 = -833270.647164
  nChanged 4
		SP:Iteration 158Q (110703.150000 sec): 3 clusters
  Score: Raw -836277.058084 + Penalty 3003.943918 = -833273.114166
  nChanged 3
		SP:Iteration 159Q (110703.360000 sec): 3 clusters
  Score: Raw -836277.684267 + Penalty 3003.943918 = -833273.740349
  nChanged 2
		SP:Iteration 160F (110703.570000 sec): 3 clusters
  Score: Raw -836278.353068 + Penalty 3003.943918 = -833274.409151
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 39 (3447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110703.670000 sec): 2 clusters
  Score: Raw -297151.009143 + Penalty 1323.604680 = -295827.404464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110703.840000 sec): 3 clusters
  Score: Raw -295447.876984 + Penalty 2647.209359 = -292800.667625
  nChanged 1303
		SP:Iteration 1F (110704.020000 sec): 3 clusters
  Score: Raw -296187.828681 + Penalty 2647.209359 = -293540.619322
  nChanged 272
		SP:Iteration 2F (110704.200000 sec): 3 clusters
  Score: Raw -296336.640594 + Penalty 2647.209359 = -293689.431235
  nChanged 162
		SP:Iteration 3Q (110704.370000 sec): 3 clusters
  Score: Raw -296448.155114 + Penalty 2647.209359 = -293800.945755
  nChanged 168
		SP:Iteration 4Q (110704.550000 sec): 3 clusters
  Score: Raw -296542.402753 + Penalty 2647.209359 = -293895.193394
  nChanged 132
		SP:Iteration 5Q (110704.720000 sec): 3 clusters
  Score: Raw -296617.499133 + Penalty 2647.209359 = -293970.289774
  nChanged 109
		SP:Iteration 6Q (110704.900000 sec): 3 clusters
  Score: Raw -296675.505549 + Penalty 2647.209359 = -294028.296189
  nChanged 83
		SP:Iteration 7Q (110705.080000 sec): 3 clusters
  Score: Raw -296711.145814 + Penalty 2647.209359 = -294063.936455
  nChanged 75
		SP:Iteration 8Q (110705.250000 sec): 3 clusters
  Score: Raw -296744.525268 + Penalty 2647.209359 = -294097.315909
  nChanged 77
		SP:Iteration 9Q (110705.430000 sec): 3 clusters
  Score: Raw -296781.325098 + Penalty 2647.209359 = -294134.115739
  nChanged 74
		SP:Iteration 10Q (110705.600000 sec): 3 clusters
  Score: Raw -296817.099121 + Penalty 2647.209359 = -294169.889762
  nChanged 73
		SP:Iteration 11Q (110705.780000 sec): 3 clusters
  Score: Raw -296853.442598 + Penalty 2647.209359 = -294206.233239
  nChanged 75
		SP:Iteration 12Q (110705.950000 sec): 3 clusters
  Score: Raw -296892.395480 + Penalty 2647.209359 = -294245.186121
  nChanged 79
		SP:Iteration 13Q (110706.130000 sec): 3 clusters
  Score: Raw -296932.733589 + Penalty 2647.209359 = -294285.524230
  nChanged 67
		SP:Iteration 14Q (110706.300000 sec): 3 clusters
  Score: Raw -296963.032628 + Penalty 2647.209359 = -294315.823268
  nChanged 51
		SP:Iteration 15Q (110706.480000 sec): 3 clusters
  Score: Raw -296983.950152 + Penalty 2647.209359 = -294336.740793
  nChanged 43
		SP:Iteration 16Q (110706.650000 sec): 3 clusters
  Score: Raw -296999.857550 + Penalty 2647.209359 = -294352.648191
  nChanged 40
		SP:Iteration 17Q (110706.860000 sec): 3 clusters
  Score: Raw -297013.289545 + Penalty 2647.209359 = -294366.080186
  nChanged 29
		SP:Iteration 18Q (110707.000000 sec): 3 clusters
  Score: Raw -297024.503096 + Penalty 2647.209359 = -294377.293737
  nChanged 29
		SP:Iteration 19Q (110707.180000 sec): 3 clusters
  Score: Raw -297036.051735 + Penalty 2647.209359 = -294388.842376
  nChanged 23
		SP:Iteration 20F (110707.350000 sec): 3 clusters
  Score: Raw -297044.706989 + Penalty 2647.209359 = -294397.497630
  nChanged 19
		SP:Iteration 21Q (110707.530000 sec): 3 clusters
  Score: Raw -297051.370000 + Penalty 2647.209359 = -294404.160641
  nChanged 13
		SP:Iteration 22Q (110707.700000 sec): 3 clusters
  Score: Raw -297055.309452 + Penalty 2647.209359 = -294408.100093
  nChanged 10
		SP:Iteration 23Q (110707.880000 sec): 3 clusters
  Score: Raw -297058.236178 + Penalty 2647.209359 = -294411.026819
  nChanged 3
		SP:Iteration 24Q (110708.060000 sec): 3 clusters
  Score: Raw -297060.287712 + Penalty 2647.209359 = -294413.078353
  nChanged 10
		SP:Iteration 25Q (110708.230000 sec): 3 clusters
  Score: Raw -297064.333693 + Penalty 2647.209359 = -294417.124334
  nChanged 11
		SP:Iteration 26Q (110708.410000 sec): 3 clusters
  Score: Raw -297067.366647 + Penalty 2647.209359 = -294420.157288
  nChanged 9
		SP:Iteration 27Q (110708.580000 sec): 3 clusters
  Score: Raw -297070.659081 + Penalty 2647.209359 = -294423.449721
  nChanged 10
		SP:Iteration 28Q (110708.760000 sec): 3 clusters
  Score: Raw -297073.381636 + Penalty 2647.209359 = -294426.172277
  nChanged 3
		SP:Iteration 29Q (110708.940000 sec): 3 clusters
  Score: Raw -297074.020766 + Penalty 2647.209359 = -294426.811407
  nChanged 5
		SP:Iteration 30Q (110709.110000 sec): 3 clusters
  Score: Raw -297075.656860 + Penalty 2647.209359 = -294428.447501
  nChanged 3
		SP:Iteration 31Q (110709.280000 sec): 3 clusters
  Score: Raw -297076.734000 + Penalty 2647.209359 = -294429.524640
  nChanged 7
		SP:Iteration 32Q (110709.460000 sec): 3 clusters
  Score: Raw -297078.890784 + Penalty 2647.209359 = -294431.681425
  nChanged 5
		SP:Iteration 33Q (110709.640000 sec): 3 clusters
  Score: Raw -297080.361770 + Penalty 2647.209359 = -294433.152411
  nChanged 9
		SP:Iteration 34Q (110709.810000 sec): 3 clusters
  Score: Raw -297083.607730 + Penalty 2647.209359 = -294436.398371
  nChanged 8
		SP:Iteration 35Q (110709.990000 sec): 3 clusters
  Score: Raw -297086.767202 + Penalty 2647.209359 = -294439.557843
  nChanged 7
		SP:Iteration 36Q (110710.160000 sec): 3 clusters
  Score: Raw -297089.525019 + Penalty 2647.209359 = -294442.315660
  nChanged 10
		SP:Iteration 37Q (110710.340000 sec): 3 clusters
  Score: Raw -297092.742199 + Penalty 2647.209359 = -294445.532840
  nChanged 9
		SP:Iteration 38Q (110710.520000 sec): 3 clusters
  Score: Raw -297095.312041 + Penalty 2647.209359 = -294448.102682
  nChanged 11
		SP:Iteration 39Q (110710.730000 sec): 3 clusters
  Score: Raw -297099.319756 + Penalty 2647.209359 = -294452.110396
  nChanged 9
		SP:Iteration 40F (110710.870000 sec): 3 clusters
  Score: Raw -297101.621869 + Penalty 2647.209359 = -294454.412510
  nChanged 12
		SP:Iteration 41Q (110711.000000 sec): 3 clusters
  Score: Raw -297105.816097 + Penalty 2647.209359 = -294458.606738
  nChanged 16
		SP:Iteration 42Q (110711.140000 sec): 3 clusters
  Score: Raw -297111.707742 + Penalty 2647.209359 = -294464.498383
  nChanged 12
		SP:Iteration 43Q (110711.280000 sec): 3 clusters
  Score: Raw -297117.064848 + Penalty 2647.209359 = -294469.855488
  nChanged 6
		SP:Iteration 44Q (110711.430000 sec): 3 clusters
  Score: Raw -297118.918491 + Penalty 2647.209359 = -294471.709131
  nChanged 5
		SP:Iteration 45Q (110711.590000 sec): 3 clusters
  Score: Raw -297120.653649 + Penalty 2647.209359 = -294473.444290
  nChanged 3
		SP:Iteration 46Q (110711.750000 sec): 3 clusters
  Score: Raw -297121.997568 + Penalty 2647.209359 = -294474.788209
  nChanged 6
		SP:Iteration 47Q (110711.910000 sec): 3 clusters
  Score: Raw -297124.709119 + Penalty 2647.209359 = -294477.499760
  nChanged 7
		SP:Iteration 48Q (110712.070000 sec): 3 clusters
  Score: Raw -297126.293803 + Penalty 2647.209359 = -294479.084444
  nChanged 4
		SP:Iteration 49Q (110712.240000 sec): 3 clusters
  Score: Raw -297127.903791 + Penalty 2647.209359 = -294480.694432
  nChanged 6
		SP:Iteration 50Q (110712.410000 sec): 3 clusters
  Score: Raw -297130.358572 + Penalty 2647.209359 = -294483.149212
  nChanged 5
		SP:Iteration 51Q (110712.590000 sec): 3 clusters
  Score: Raw -297132.082771 + Penalty 2647.209359 = -294484.873412
  nChanged 1
		SP:Iteration 52Q (110712.760000 sec): 3 clusters
  Score: Raw -297132.490045 + Penalty 2647.209359 = -294485.280686
  nChanged 1
		SP:Iteration 53Q (110712.940000 sec): 3 clusters
  Score: Raw -297132.867359 + Penalty 2647.209359 = -294485.658000
  nChanged 0
		SP:Iteration 54F (110713.120000 sec): 3 clusters
  Score: Raw -297132.867359 + Penalty 2647.209359 = -294485.658000
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 40 (6820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110713.220000 sec): 2 clusters
  Score: Raw -568813.814694 + Penalty 1434.487397 = -567379.327297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110713.430000 sec): 3 clusters
  Score: Raw -565053.400237 + Penalty 2868.974794 = -562184.425443
  nChanged 2893
		SP:Iteration 1F (110713.620000 sec): 3 clusters
  Score: Raw -566690.690848 + Penalty 2868.974794 = -563821.716054
  nChanged 517
		SP:Iteration 2F (110713.760000 sec): 3 clusters
  Score: Raw -567040.785693 + Penalty 2868.974794 = -564171.810899
  nChanged 509
		SP:Iteration 3F (110713.880000 sec): 3 clusters
  Score: Raw -567498.611519 + Penalty 2868.974794 = -564629.636725
  nChanged 545
		SP:Iteration 4F (110714.040000 sec): 3 clusters
  Score: Raw -568046.153465 + Penalty 2868.974794 = -565177.178671
  nChanged 541
		SP:Iteration 5F (110714.250000 sec): 3 clusters
  Score: Raw -568520.135986 + Penalty 2868.974794 = -565651.161192
  nChanged 408
		SP:Iteration 6F (110714.410000 sec): 3 clusters
  Score: Raw -568825.539650 + Penalty 2868.974794 = -565956.564855
  nChanged 286
		SP:Iteration 7Q (110714.600000 sec): 3 clusters
  Score: Raw -569008.312338 + Penalty 2868.974794 = -566139.337544
  nChanged 188
		SP:Iteration 8Q (110714.750000 sec): 3 clusters
  Score: Raw -569102.689954 + Penalty 2868.974794 = -566233.715160
  nChanged 125
		SP:Iteration 9Q (110714.940000 sec): 3 clusters
  Score: Raw -569153.426127 + Penalty 2868.974794 = -566284.451333
  nChanged 95
		SP:Iteration 10Q (110715.110000 sec): 3 clusters
  Score: Raw -569185.632276 + Penalty 2868.974794 = -566316.657482
  nChanged 69
		SP:Iteration 11Q (110715.300000 sec): 3 clusters
  Score: Raw -569205.049522 + Penalty 2868.974794 = -566336.074728
  nChanged 43
		SP:Iteration 12Q (110715.470000 sec): 3 clusters
  Score: Raw -569218.094390 + Penalty 2868.974794 = -566349.119596
  nChanged 42
		SP:Iteration 13Q (110715.630000 sec): 3 clusters
  Score: Raw -569229.062147 + Penalty 2868.974794 = -566360.087353
  nChanged 31
		SP:Iteration 14Q (110715.820000 sec): 3 clusters
  Score: Raw -569237.369673 + Penalty 2868.974794 = -566368.394879
  nChanged 31
		SP:Iteration 15Q (110716.000000 sec): 3 clusters
  Score: Raw -569245.664709 + Penalty 2868.974794 = -566376.689915
  nChanged 27
		SP:Iteration 16Q (110716.150000 sec): 3 clusters
  Score: Raw -569251.153806 + Penalty 2868.974794 = -566382.179012
  nChanged 18
		SP:Iteration 17Q (110716.330000 sec): 3 clusters
  Score: Raw -569255.968784 + Penalty 2868.974794 = -566386.993990
  nChanged 19
		SP:Iteration 18Q (110716.510000 sec): 3 clusters
  Score: Raw -569261.001367 + Penalty 2868.974794 = -566392.026573
  nChanged 17
		SP:Iteration 19Q (110716.680000 sec): 3 clusters
  Score: Raw -569266.100114 + Penalty 2868.974794 = -566397.125320
  nChanged 25
		SP:Iteration 20F (110716.870000 sec): 3 clusters
  Score: Raw -569273.640801 + Penalty 2868.974794 = -566404.666007
  nChanged 23
		SP:Iteration 21Q (110717.020000 sec): 3 clusters
  Score: Raw -569279.699342 + Penalty 2868.974794 = -566410.724548
  nChanged 25
		SP:Iteration 22Q (110717.210000 sec): 3 clusters
  Score: Raw -569287.836992 + Penalty 2868.974794 = -566418.862198
  nChanged 25
		SP:Iteration 23Q (110717.420000 sec): 3 clusters
  Score: Raw -569294.731890 + Penalty 2868.974794 = -566425.757096
  nChanged 18
		SP:Iteration 24Q (110717.590000 sec): 3 clusters
  Score: Raw -569300.742115 + Penalty 2868.974794 = -566431.767321
  nChanged 28
		SP:Iteration 25Q (110717.740000 sec): 3 clusters
  Score: Raw -569308.743448 + Penalty 2868.974794 = -566439.768654
  nChanged 19
		SP:Iteration 26Q (110717.920000 sec): 3 clusters
  Score: Raw -569312.690646 + Penalty 2868.974794 = -566443.715852
  nChanged 20
		SP:Iteration 27Q (110718.060000 sec): 3 clusters
  Score: Raw -569318.768403 + Penalty 2868.974794 = -566449.793609
  nChanged 27
		SP:Iteration 28Q (110718.240000 sec): 3 clusters
  Score: Raw -569325.200122 + Penalty 2868.974794 = -566456.225328
  nChanged 19
		SP:Iteration 29Q (110718.460000 sec): 3 clusters
  Score: Raw -569328.616323 + Penalty 2868.974794 = -566459.641529
  nChanged 16
		SP:Iteration 30Q (110718.650000 sec): 3 clusters
  Score: Raw -569332.246568 + Penalty 2868.974794 = -566463.271774
  nChanged 17
		SP:Iteration 31Q (110718.820000 sec): 3 clusters
  Score: Raw -569335.820961 + Penalty 2868.974794 = -566466.846167
  nChanged 9
		SP:Iteration 32Q (110718.980000 sec): 3 clusters
  Score: Raw -569338.072388 + Penalty 2868.974794 = -566469.097594
  nChanged 5
		SP:Iteration 33Q (110719.170000 sec): 3 clusters
  Score: Raw -569339.154648 + Penalty 2868.974794 = -566470.179854
  nChanged 3
		SP:Iteration 34Q (110719.370000 sec): 3 clusters
  Score: Raw -569339.871216 + Penalty 2868.974794 = -566470.896422
  nChanged 4
		SP:Iteration 35Q (110719.530000 sec): 3 clusters
  Score: Raw -569340.257980 + Penalty 2868.974794 = -566471.283186
  nChanged 5
		SP:Iteration 36Q (110719.720000 sec): 3 clusters
  Score: Raw -569341.083694 + Penalty 2868.974794 = -566472.108900
  nChanged 3
		SP:Iteration 37Q (110719.880000 sec): 3 clusters
  Score: Raw -569341.380902 + Penalty 2868.974794 = -566472.406108
  nChanged 2
		SP:Iteration 38Q (110720.100000 sec): 3 clusters
  Score: Raw -569341.589340 + Penalty 2868.974794 = -566472.614546
  nChanged 2
		SP:Iteration 39Q (110720.250000 sec): 3 clusters
  Score: Raw -569341.858649 + Penalty 2868.974794 = -566472.883855
  nChanged 2
		SP:Iteration 40F (110720.400000 sec): 3 clusters
  Score: Raw -569342.353511 + Penalty 2868.974794 = -566473.378717
  nChanged 3
		SP:Iteration 41Q (110720.540000 sec): 3 clusters
  Score: Raw -569342.812631 + Penalty 2868.974794 = -566473.837837
  nChanged 1
		SP:Iteration 42Q (110720.720000 sec): 3 clusters
  Score: Raw -569343.063758 + Penalty 2868.974794 = -566474.088964
  nChanged 0
		SP:Iteration 43F (110720.860000 sec): 3 clusters
  Score: Raw -569343.063758 + Penalty 2868.974794 = -566474.088964
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 41 (9496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110720.990000 sec): 2 clusters
  Score: Raw -759552.551009 + Penalty 1488.276715 = -758064.274294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110721.150000 sec): 3 clusters
  Score: Raw -754161.784486 + Penalty 2976.553429 = -751185.231057
  nChanged 4043
		SP:Iteration 1F (110721.310000 sec): 3 clusters
  Score: Raw -756316.976931 + Penalty 2976.553429 = -753340.423502
  nChanged 647
		SP:Iteration 2F (110721.470000 sec): 3 clusters
  Score: Raw -756614.571027 + Penalty 2976.553429 = -753638.017598
  nChanged 523
		SP:Iteration 3F (110721.630000 sec): 3 clusters
  Score: Raw -756851.997089 + Penalty 2976.553429 = -753875.443660
  nChanged 425
		SP:Iteration 4Q (110721.790000 sec): 3 clusters
  Score: Raw -757054.017809 + Penalty 2976.553429 = -754077.464380
  nChanged 428
		SP:Iteration 5Q (110721.940000 sec): 3 clusters
  Score: Raw -757246.357199 + Penalty 2976.553429 = -754269.803769
  nChanged 354
		SP:Iteration 6Q (110722.120000 sec): 3 clusters
  Score: Raw -757401.092887 + Penalty 2976.553429 = -754424.539458
  nChanged 330
		SP:Iteration 7Q (110722.280000 sec): 3 clusters
  Score: Raw -757543.619742 + Penalty 2976.553429 = -754567.066313
  nChanged 325
		SP:Iteration 8Q (110722.480000 sec): 3 clusters
  Score: Raw -757703.614214 + Penalty 2976.553429 = -754727.060784
  nChanged 372
		SP:Iteration 9Q (110722.660000 sec): 3 clusters
  Score: Raw -757908.499619 + Penalty 2976.553429 = -754931.946190
  nChanged 365
		SP:Iteration 10Q (110722.830000 sec): 3 clusters
  Score: Raw -758121.959693 + Penalty 2976.553429 = -755145.406263
  nChanged 388
		SP:Iteration 11Q (110723.000000 sec): 3 clusters
  Score: Raw -758382.643658 + Penalty 2976.553429 = -755406.090229
  nChanged 377
		SP:Iteration 12Q (110723.180000 sec): 3 clusters
  Score: Raw -758632.028232 + Penalty 2976.553429 = -755655.474803
  nChanged 337
		SP:Iteration 13Q (110723.360000 sec): 3 clusters
  Score: Raw -758835.416880 + Penalty 2976.553429 = -755858.863451
  nChanged 292
		SP:Iteration 14Q (110723.530000 sec): 3 clusters
  Score: Raw -759008.743190 + Penalty 2976.553429 = -756032.189760
  nChanged 262
		SP:Iteration 15Q (110723.710000 sec): 3 clusters
  Score: Raw -759155.363328 + Penalty 2976.553429 = -756178.809899
  nChanged 207
		SP:Iteration 16Q (110723.900000 sec): 3 clusters
  Score: Raw -759254.346874 + Penalty 2976.553429 = -756277.793445
  nChanged 169
		SP:Iteration 17Q (110724.070000 sec): 3 clusters
  Score: Raw -759320.004537 + Penalty 2976.553429 = -756343.451108
  nChanged 143
		SP:Iteration 18Q (110724.240000 sec): 3 clusters
  Score: Raw -759375.230966 + Penalty 2976.553429 = -756398.677537
  nChanged 129
		SP:Iteration 19Q (110724.420000 sec): 3 clusters
  Score: Raw -759429.753655 + Penalty 2976.553429 = -756453.200225
  nChanged 132
		SP:Iteration 20F (110724.580000 sec): 3 clusters
  Score: Raw -759483.362156 + Penalty 2976.553429 = -756506.808727
  nChanged 126
		SP:Iteration 21Q (110724.740000 sec): 3 clusters
  Score: Raw -759534.529156 + Penalty 2976.553429 = -756557.975727
  nChanged 109
		SP:Iteration 22Q (110724.900000 sec): 3 clusters
  Score: Raw -759574.229606 + Penalty 2976.553429 = -756597.676177
  nChanged 94
		SP:Iteration 23Q (110725.050000 sec): 3 clusters
  Score: Raw -759603.989254 + Penalty 2976.553429 = -756627.435825
  nChanged 70
		SP:Iteration 24Q (110725.210000 sec): 3 clusters
  Score: Raw -759622.123864 + Penalty 2976.553429 = -756645.570435
  nChanged 49
		SP:Iteration 25Q (110725.380000 sec): 3 clusters
  Score: Raw -759634.008357 + Penalty 2976.553429 = -756657.454928
  nChanged 37
		SP:Iteration 26Q (110725.550000 sec): 3 clusters
  Score: Raw -759641.899100 + Penalty 2976.553429 = -756665.345670
  nChanged 44
		SP:Iteration 27Q (110725.730000 sec): 3 clusters
  Score: Raw -759652.364123 + Penalty 2976.553429 = -756675.810693
  nChanged 32
		SP:Iteration 28Q (110725.900000 sec): 3 clusters
  Score: Raw -759659.684233 + Penalty 2976.553429 = -756683.130804
  nChanged 25
		SP:Iteration 29Q (110726.080000 sec): 3 clusters
  Score: Raw -759663.671040 + Penalty 2976.553429 = -756687.117611
  nChanged 21
		SP:Iteration 30Q (110726.250000 sec): 3 clusters
  Score: Raw -759667.772000 + Penalty 2976.553429 = -756691.218570
  nChanged 19
		SP:Iteration 31Q (110726.430000 sec): 3 clusters
  Score: Raw -759671.758746 + Penalty 2976.553429 = -756695.205316
  nChanged 20
		SP:Iteration 32Q (110726.600000 sec): 3 clusters
  Score: Raw -759676.320902 + Penalty 2976.553429 = -756699.767473
  nChanged 24
		SP:Iteration 33Q (110726.780000 sec): 3 clusters
  Score: Raw -759681.030764 + Penalty 2976.553429 = -756704.477335
  nChanged 21
		SP:Iteration 34Q (110726.950000 sec): 3 clusters
  Score: Raw -759685.075740 + Penalty 2976.553429 = -756708.522310
  nChanged 23
		SP:Iteration 35Q (110727.130000 sec): 3 clusters
  Score: Raw -759690.181740 + Penalty 2976.553429 = -756713.628311
  nChanged 21
		SP:Iteration 36Q (110727.310000 sec): 3 clusters
  Score: Raw -759694.172073 + Penalty 2976.553429 = -756717.618643
  nChanged 18
		SP:Iteration 37Q (110727.490000 sec): 3 clusters
  Score: Raw -759697.649633 + Penalty 2976.553429 = -756721.096204
  nChanged 16
		SP:Iteration 38Q (110727.670000 sec): 3 clusters
  Score: Raw -759701.267130 + Penalty 2976.553429 = -756724.713701
  nChanged 23
		SP:Iteration 39Q (110727.890000 sec): 3 clusters
  Score: Raw -759706.363235 + Penalty 2976.553429 = -756729.809806
  nChanged 19
		SP:Iteration 40F (110728.030000 sec): 3 clusters
  Score: Raw -759710.700302 + Penalty 2976.553429 = -756734.146872
  nChanged 20
		SP:Iteration 41Q (110728.190000 sec): 3 clusters
  Score: Raw -759713.913747 + Penalty 2976.553429 = -756737.360318
  nChanged 14
		SP:Iteration 42Q (110728.360000 sec): 3 clusters
  Score: Raw -759716.151652 + Penalty 2976.553429 = -756739.598223
  nChanged 11
		SP:Iteration 43Q (110728.570000 sec): 3 clusters
  Score: Raw -759717.802253 + Penalty 2976.553429 = -756741.248823
  nChanged 6
		SP:Iteration 44Q (110728.770000 sec): 3 clusters
  Score: Raw -759718.737379 + Penalty 2976.553429 = -756742.183949
  nChanged 10
		SP:Iteration 45Q (110728.920000 sec): 3 clusters
  Score: Raw -759720.391050 + Penalty 2976.553429 = -756743.837621
  nChanged 11
		SP:Iteration 46Q (110729.090000 sec): 3 clusters
  Score: Raw -759722.326812 + Penalty 2976.553429 = -756745.773383
  nChanged 12
		SP:Iteration 47Q (110729.270000 sec): 3 clusters
  Score: Raw -759723.786531 + Penalty 2976.553429 = -756747.233101
  nChanged 6
		SP:Iteration 48Q (110729.430000 sec): 3 clusters
  Score: Raw -759724.381772 + Penalty 2976.553429 = -756747.828343
  nChanged 4
		SP:Iteration 49Q (110729.610000 sec): 3 clusters
  Score: Raw -759725.236983 + Penalty 2976.553429 = -756748.683554
  nChanged 10
		SP:Iteration 50Q (110729.780000 sec): 3 clusters
  Score: Raw -759727.942441 + Penalty 2976.553429 = -756751.389011
  nChanged 14
		SP:Iteration 51Q (110729.970000 sec): 3 clusters
  Score: Raw -759730.846287 + Penalty 2976.553429 = -756754.292858
  nChanged 14
		SP:Iteration 52Q (110730.150000 sec): 3 clusters
  Score: Raw -759732.884692 + Penalty 2976.553429 = -756756.331262
  nChanged 10
		SP:Iteration 53Q (110730.310000 sec): 3 clusters
  Score: Raw -759733.976300 + Penalty 2976.553429 = -756757.422870
  nChanged 10
		SP:Iteration 54Q (110730.490000 sec): 3 clusters
  Score: Raw -759735.133267 + Penalty 2976.553429 = -756758.579838
  nChanged 8
		SP:Iteration 55Q (110730.730000 sec): 3 clusters
  Score: Raw -759736.617045 + Penalty 2976.553429 = -756760.063615
  nChanged 8
		SP:Iteration 56Q (110730.950000 sec): 3 clusters
  Score: Raw -759737.772595 + Penalty 2976.553429 = -756761.219166
  nChanged 4
		SP:Iteration 57Q (110731.080000 sec): 3 clusters
  Score: Raw -759738.125780 + Penalty 2976.553429 = -756761.572350
  nChanged 2
		SP:Iteration 58Q (110731.260000 sec): 3 clusters
  Score: Raw -759738.325259 + Penalty 2976.553429 = -756761.771830
  nChanged 4
		SP:Iteration 59Q (110731.430000 sec): 3 clusters
  Score: Raw -759738.757855 + Penalty 2976.553429 = -756762.204425
  nChanged 5
		SP:Iteration 60F (110731.620000 sec): 3 clusters
  Score: Raw -759739.554704 + Penalty 2976.553429 = -756763.001275
  nChanged 3
		SP:Iteration 61Q (110731.910000 sec): 3 clusters
  Score: Raw -759739.814434 + Penalty 2976.553429 = -756763.261004
  nChanged 2
		SP:Iteration 62Q (110732.120000 sec): 3 clusters
  Score: Raw -759739.962729 + Penalty 2976.553429 = -756763.409299
  nChanged 1
		SP:Iteration 63Q (110732.320000 sec): 3 clusters
  Score: Raw -759740.235505 + Penalty 2976.553429 = -756763.682075
  nChanged 2
		SP:Iteration 64Q (110732.530000 sec): 3 clusters
  Score: Raw -759740.605405 + Penalty 2976.553429 = -756764.051975
  nChanged 3
		SP:Iteration 65Q (110732.740000 sec): 3 clusters
  Score: Raw -759740.910134 + Penalty 2976.553429 = -756764.356705
  nChanged 3
		SP:Iteration 66Q (110732.960000 sec): 3 clusters
  Score: Raw -759741.150170 + Penalty 2976.553429 = -756764.596741
  nChanged 3
		SP:Iteration 67Q (110733.140000 sec): 3 clusters
  Score: Raw -759741.676294 + Penalty 2976.553429 = -756765.122864
  nChanged 4
		SP:Iteration 68Q (110733.330000 sec): 3 clusters
  Score: Raw -759742.244277 + Penalty 2976.553429 = -756765.690848
  nChanged 1
		SP:Iteration 69Q (110733.510000 sec): 3 clusters
  Score: Raw -759742.347809 + Penalty 2976.553429 = -756765.794379
  nChanged 2
		SP:Iteration 70Q (110733.730000 sec): 3 clusters
  Score: Raw -759742.672049 + Penalty 2976.553429 = -756766.118620
  nChanged 3
		SP:Iteration 71Q (110733.860000 sec): 3 clusters
  Score: Raw -759743.026730 + Penalty 2976.553429 = -756766.473301
  nChanged 3
		SP:Iteration 72Q (110734.030000 sec): 3 clusters
  Score: Raw -759743.322695 + Penalty 2976.553429 = -756766.769266
  nChanged 2
		SP:Iteration 73Q (110734.260000 sec): 3 clusters
  Score: Raw -759743.547478 + Penalty 2976.553429 = -756766.994049
  nChanged 2
		SP:Iteration 74Q (110734.440000 sec): 3 clusters
  Score: Raw -759743.650500 + Penalty 2976.553429 = -756767.097070
  nChanged 1
		SP:Iteration 75Q (110734.670000 sec): 3 clusters
  Score: Raw -759743.782081 + Penalty 2976.553429 = -756767.228652
  nChanged 1
		SP:Iteration 76Q (110734.810000 sec): 3 clusters
  Score: Raw -759743.888199 + Penalty 2976.553429 = -756767.334770
  nChanged 2
		SP:Iteration 77Q (110735.100000 sec): 3 clusters
  Score: Raw -759744.202627 + Penalty 2976.553429 = -756767.649197
  nChanged 3
		SP:Iteration 78Q (110735.230000 sec): 3 clusters
  Score: Raw -759744.534489 + Penalty 2976.553429 = -756767.981060
  nChanged 3
		SP:Iteration 79Q (110735.480000 sec): 3 clusters
  Score: Raw -759744.725983 + Penalty 2976.553429 = -756768.172554
  nChanged 2
		SP:Iteration 80F (110735.650000 sec): 3 clusters
  Score: Raw -759744.876148 + Penalty 2976.553429 = -756768.322718
  nChanged 2
		SP:Iteration 81Q (110735.820000 sec): 3 clusters
  Score: Raw -759744.992025 + Penalty 2976.553429 = -756768.438596
  nChanged 1
		SP:Iteration 82Q (110735.980000 sec): 3 clusters
  Score: Raw -759745.067964 + Penalty 2976.553429 = -756768.514535
  nChanged 0
		SP:Iteration 83F (110736.200000 sec): 3 clusters
  Score: Raw -759745.067964 + Penalty 2976.553429 = -756768.514535
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 42 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110736.300000 sec): 2 clusters
  Score: Raw -43339.896402 + Penalty 1002.561744 = -42337.334658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110736.460000 sec): 3 clusters
  Score: Raw -43279.078612 + Penalty 2005.123488 = -41273.955124
  nChanged 89
		SP:Iteration 1F (110736.640000 sec): 3 clusters
  Score: Raw -43400.791135 + Penalty 2005.123488 = -41395.667647
  nChanged 22
		SP:Iteration 2Q (110736.820000 sec): 3 clusters
  Score: Raw -43437.509338 + Penalty 2005.123488 = -41432.385850
  nChanged 11
		SP:Iteration 3Q (110736.990000 sec): 3 clusters
  Score: Raw -43452.025295 + Penalty 2005.123488 = -41446.901807
  nChanged 7
		SP:Iteration 4Q (110737.170000 sec): 3 clusters
  Score: Raw -43461.195374 + Penalty 2005.123488 = -41456.071886
  nChanged 3
		SP:Iteration 5Q (110737.340000 sec): 3 clusters
  Score: Raw -43464.715585 + Penalty 2005.123488 = -41459.592097
  nChanged 3
		SP:Iteration 6Q (110737.520000 sec): 3 clusters
  Score: Raw -43469.125833 + Penalty 2005.123488 = -41464.002345
  nChanged 2
		SP:Iteration 7Q (110737.700000 sec): 3 clusters
  Score: Raw -43475.415400 + Penalty 2005.123488 = -41470.291912
  nChanged 1
		SP:Iteration 8Q (110737.870000 sec): 3 clusters
  Score: Raw -43476.597672 + Penalty 2005.123488 = -41471.474184
  nChanged 2
		SP:Iteration 9Q (110738.050000 sec): 3 clusters
  Score: Raw -43480.814694 + Penalty 2005.123488 = -41475.691206
  nChanged 0
		SP:Iteration 10F (110738.220000 sec): 3 clusters
  Score: Raw -43480.814694 + Penalty 2005.123488 = -41475.691206
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 43 (9645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110738.360000 sec): 2 clusters
  Score: Raw -783637.898986 + Penalty 1490.806675 = -782147.092311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110738.560000 sec): 3 clusters
  Score: Raw -778253.144970 + Penalty 2981.613351 = -775271.531619
  nChanged 4108
		SP:Iteration 1F (110738.810000 sec): 3 clusters
  Score: Raw -780511.411812 + Penalty 2981.613351 = -777529.798462
  nChanged 627
		SP:Iteration 2F (110739.000000 sec): 3 clusters
  Score: Raw -780805.128750 + Penalty 2981.613351 = -777823.515400
  nChanged 534
		SP:Iteration 3F (110739.250000 sec): 3 clusters
  Score: Raw -781028.456975 + Penalty 2981.613351 = -778046.843624
  nChanged 489
		SP:Iteration 4F (110739.430000 sec): 3 clusters
  Score: Raw -781281.742591 + Penalty 2981.613351 = -778300.129240
  nChanged 540
		SP:Iteration 5F (110739.660000 sec): 3 clusters
  Score: Raw -781616.503540 + Penalty 2981.613351 = -778634.890189
  nChanged 579
		SP:Iteration 6F (110739.840000 sec): 3 clusters
  Score: Raw -782020.320208 + Penalty 2981.613351 = -779038.706858
  nChanged 599
		SP:Iteration 7F (110740.010000 sec): 3 clusters
  Score: Raw -782495.359390 + Penalty 2981.613351 = -779513.746039
  nChanged 580
		SP:Iteration 8F (110740.220000 sec): 3 clusters
  Score: Raw -782986.950957 + Penalty 2981.613351 = -780005.337606
  nChanged 491
		SP:Iteration 9F (110740.440000 sec): 3 clusters
  Score: Raw -783428.931290 + Penalty 2981.613351 = -780447.317939
  nChanged 363
		SP:Iteration 10Q (110740.660000 sec): 3 clusters
  Score: Raw -783753.152341 + Penalty 2981.613351 = -780771.538990
  nChanged 225
		SP:Iteration 11Q (110740.800000 sec): 3 clusters
  Score: Raw -783953.600262 + Penalty 2981.613351 = -780971.986912
  nChanged 140
		SP:Iteration 12Q (110741.000000 sec): 3 clusters
  Score: Raw -784074.110041 + Penalty 2981.613351 = -781092.496690
  nChanged 85
		SP:Iteration 13Q (110741.180000 sec): 3 clusters
  Score: Raw -784138.552485 + Penalty 2981.613351 = -781156.939134
  nChanged 52
		SP:Iteration 14Q (110741.410000 sec): 3 clusters
  Score: Raw -784178.083537 + Penalty 2981.613351 = -781196.470187
  nChanged 31
		SP:Iteration 15Q (110741.600000 sec): 3 clusters
  Score: Raw -784199.997276 + Penalty 2981.613351 = -781218.383925
  nChanged 16
		SP:Iteration 16Q (110741.810000 sec): 3 clusters
  Score: Raw -784212.697165 + Penalty 2981.613351 = -781231.083814
  nChanged 17
		SP:Iteration 17Q (110742.060000 sec): 3 clusters
  Score: Raw -784223.034491 + Penalty 2981.613351 = -781241.421141
  nChanged 11
		SP:Iteration 18Q (110742.240000 sec): 3 clusters
  Score: Raw -784228.742085 + Penalty 2981.613351 = -781247.128734
  nChanged 7
		SP:Iteration 19Q (110742.420000 sec): 3 clusters
  Score: Raw -784232.782775 + Penalty 2981.613351 = -781251.169424
  nChanged 3
		SP:Iteration 20F (110742.590000 sec): 3 clusters
  Score: Raw -784234.857941 + Penalty 2981.613351 = -781253.244590
  nChanged 5
		SP:Iteration 21Q (110742.840000 sec): 3 clusters
  Score: Raw -784237.965422 + Penalty 2981.613351 = -781256.352071
  nChanged 2
		SP:Iteration 22Q (110743.020000 sec): 3 clusters
  Score: Raw -784238.743806 + Penalty 2981.613351 = -781257.130455
  nChanged 1
		SP:Iteration 23Q (110743.210000 sec): 3 clusters
  Score: Raw -784239.295803 + Penalty 2981.613351 = -781257.682453
  nChanged 1
		SP:Iteration 24Q (110743.400000 sec): 3 clusters
  Score: Raw -784240.254683 + Penalty 2981.613351 = -781258.641332
  nChanged 0
		SP:Iteration 25F (110743.620000 sec): 3 clusters
  Score: Raw -784240.254683 + Penalty 2981.613351 = -781258.641332
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 44 (3348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110743.700000 sec): 2 clusters
  Score: Raw -278476.393667 + Penalty 1318.869245 = -277157.524422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110743.870000 sec): 3 clusters
  Score: Raw -276868.931747 + Penalty 2637.738490 = -274231.193256
  nChanged 1296
		SP:Iteration 1F (110744.050000 sec): 3 clusters
  Score: Raw -277723.288380 + Penalty 2637.738490 = -275085.549889
  nChanged 323
		SP:Iteration 2F (110744.220000 sec): 3 clusters
  Score: Raw -278137.708499 + Penalty 2637.738490 = -275499.970009
  nChanged 287
		SP:Iteration 3F (110744.400000 sec): 3 clusters
  Score: Raw -278537.780895 + Penalty 2637.738490 = -275900.042405
  nChanged 233
		SP:Iteration 4F (110744.580000 sec): 3 clusters
  Score: Raw -278758.902595 + Penalty 2637.738490 = -276121.164105
  nChanged 193
		SP:Iteration 5F (110744.750000 sec): 3 clusters
  Score: Raw -278938.565969 + Penalty 2637.738490 = -276300.827479
  nChanged 148
		SP:Iteration 6Q (110744.930000 sec): 3 clusters
  Score: Raw -279047.212847 + Penalty 2637.738490 = -276409.474357
  nChanged 108
		SP:Iteration 7Q (110745.100000 sec): 3 clusters
  Score: Raw -279117.751050 + Penalty 2637.738490 = -276480.012559
  nChanged 92
		SP:Iteration 8Q (110745.280000 sec): 3 clusters
  Score: Raw -279170.810514 + Penalty 2637.738490 = -276533.072024
  nChanged 78
		SP:Iteration 9Q (110745.460000 sec): 3 clusters
  Score: Raw -279212.664247 + Penalty 2637.738490 = -276574.925757
  nChanged 41
		SP:Iteration 10Q (110745.630000 sec): 3 clusters
  Score: Raw -279232.514674 + Penalty 2637.738490 = -276594.776183
  nChanged 25
		SP:Iteration 11Q (110745.810000 sec): 3 clusters
  Score: Raw -279241.980914 + Penalty 2637.738490 = -276604.242424
  nChanged 18
		SP:Iteration 12Q (110745.980000 sec): 3 clusters
  Score: Raw -279247.856057 + Penalty 2637.738490 = -276610.117566
  nChanged 13
		SP:Iteration 13Q (110746.160000 sec): 3 clusters
  Score: Raw -279252.555518 + Penalty 2637.738490 = -276614.817027
  nChanged 6
		SP:Iteration 14Q (110746.330000 sec): 3 clusters
  Score: Raw -279254.172453 + Penalty 2637.738490 = -276616.433962
  nChanged 3
		SP:Iteration 15Q (110746.510000 sec): 3 clusters
  Score: Raw -279254.773592 + Penalty 2637.738490 = -276617.035102
  nChanged 3
		SP:Iteration 16Q (110746.680000 sec): 3 clusters
  Score: Raw -279255.903538 + Penalty 2637.738490 = -276618.165048
  nChanged 3
		SP:Iteration 17Q (110746.860000 sec): 3 clusters
  Score: Raw -279257.657614 + Penalty 2637.738490 = -276619.919124
  nChanged 7
		SP:Iteration 18Q (110747.040000 sec): 3 clusters
  Score: Raw -279260.650807 + Penalty 2637.738490 = -276622.912316
  nChanged 6
		SP:Iteration 19Q (110747.200000 sec): 3 clusters
  Score: Raw -279262.407711 + Penalty 2637.738490 = -276624.669221
  nChanged 7
		SP:Iteration 20F (110747.360000 sec): 3 clusters
  Score: Raw -279264.059988 + Penalty 2637.738490 = -276626.321498
  nChanged 8
		SP:Iteration 21Q (110747.520000 sec): 3 clusters
  Score: Raw -279266.827266 + Penalty 2637.738490 = -276629.088775
  nChanged 6
		SP:Iteration 22Q (110747.680000 sec): 3 clusters
  Score: Raw -279269.166316 + Penalty 2637.738490 = -276631.427826
  nChanged 4
		SP:Iteration 23Q (110747.840000 sec): 3 clusters
  Score: Raw -279271.539230 + Penalty 2637.738490 = -276633.800740
  nChanged 3
		SP:Iteration 24Q (110748.000000 sec): 3 clusters
  Score: Raw -279272.674301 + Penalty 2637.738490 = -276634.935810
  nChanged 3
		SP:Iteration 25Q (110748.160000 sec): 3 clusters
  Score: Raw -279273.481052 + Penalty 2637.738490 = -276635.742561
  nChanged 2
		SP:Iteration 26Q (110748.310000 sec): 3 clusters
  Score: Raw -279273.980442 + Penalty 2637.738490 = -276636.241952
  nChanged 3
		SP:Iteration 27Q (110748.470000 sec): 3 clusters
  Score: Raw -279276.274219 + Penalty 2637.738490 = -276638.535728
  nChanged 5
		SP:Iteration 28Q (110748.630000 sec): 3 clusters
  Score: Raw -279277.349257 + Penalty 2637.738490 = -276639.610767
  nChanged 4
		SP:Iteration 29Q (110748.790000 sec): 3 clusters
  Score: Raw -279277.910192 + Penalty 2637.738490 = -276640.171702
  nChanged 1
		SP:Iteration 30Q (110748.950000 sec): 3 clusters
  Score: Raw -279278.144828 + Penalty 2637.738490 = -276640.406337
  nChanged 0
		SP:Iteration 31F (110749.110000 sec): 3 clusters
  Score: Raw -279278.144828 + Penalty 2637.738490 = -276640.406337
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 45 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110749.190000 sec): 2 clusters
  Score: Raw -19026.425410 + Penalty 915.071915 = -18111.353495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110749.340000 sec): 3 clusters
  Score: Raw -19126.197038 + Penalty 1830.143829 = -17296.053209
  nChanged 62
		SP:Iteration 1F (110749.500000 sec): 3 clusters
  Score: Raw -19256.022348 + Penalty 1830.143829 = -17425.878519
  nChanged 22
		SP:Iteration 2F (110749.660000 sec): 3 clusters
  Score: Raw -19327.936789 + Penalty 1830.143829 = -17497.792960
  nChanged 9
		SP:Iteration 3Q (110749.820000 sec): 3 clusters
  Score: Raw -19367.752498 + Penalty 1830.143829 = -17537.608669
  nChanged 7
		SP:Iteration 4Q (110749.980000 sec): 3 clusters
  Score: Raw -19379.985974 + Penalty 1830.143829 = -17549.842145
  nChanged 1
		SP:Iteration 5Q (110750.130000 sec): 3 clusters
  Score: Raw -19381.504581 + Penalty 1830.143829 = -17551.360752
  nChanged 0
		SP:Iteration 6F (110750.290000 sec): 3 clusters
  Score: Raw -19381.504581 + Penalty 1830.143829 = -17551.360752
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 46 (1780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110750.360000 sec): 2 clusters
  Score: Raw -142532.904975 + Penalty 1216.209905 = -141316.695071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110750.520000 sec): 3 clusters
  Score: Raw -141786.415913 + Penalty 2432.419809 = -139353.996104
  nChanged 607
		SP:Iteration 1F (110750.680000 sec): 3 clusters
  Score: Raw -142190.531760 + Penalty 2432.419809 = -139758.111951
  nChanged 155
		SP:Iteration 2F (110750.830000 sec): 3 clusters
  Score: Raw -142309.007483 + Penalty 2432.419809 = -139876.587674
  nChanged 89
		SP:Iteration 3Q (110750.990000 sec): 3 clusters
  Score: Raw -142373.203594 + Penalty 2432.419809 = -139940.783785
  nChanged 60
		SP:Iteration 4Q (110751.150000 sec): 3 clusters
  Score: Raw -142408.627428 + Penalty 2432.419809 = -139976.207619
  nChanged 35
		SP:Iteration 5Q (110751.300000 sec): 3 clusters
  Score: Raw -142431.564283 + Penalty 2432.419809 = -139999.144474
  nChanged 30
		SP:Iteration 6Q (110751.460000 sec): 3 clusters
  Score: Raw -142452.106485 + Penalty 2432.419809 = -140019.686676
  nChanged 23
		SP:Iteration 7Q (110751.620000 sec): 3 clusters
  Score: Raw -142469.951151 + Penalty 2432.419809 = -140037.531342
  nChanged 25
		SP:Iteration 8Q (110751.780000 sec): 3 clusters
  Score: Raw -142485.205014 + Penalty 2432.419809 = -140052.785205
  nChanged 18
		SP:Iteration 9Q (110751.940000 sec): 3 clusters
  Score: Raw -142495.672189 + Penalty 2432.419809 = -140063.252380
  nChanged 17
		SP:Iteration 10Q (110752.090000 sec): 3 clusters
  Score: Raw -142506.522192 + Penalty 2432.419809 = -140074.102382
  nChanged 17
		SP:Iteration 11Q (110752.250000 sec): 3 clusters
  Score: Raw -142514.725193 + Penalty 2432.419809 = -140082.305384
  nChanged 13
		SP:Iteration 12Q (110752.400000 sec): 3 clusters
  Score: Raw -142522.243888 + Penalty 2432.419809 = -140089.824079
  nChanged 14
		SP:Iteration 13Q (110752.560000 sec): 3 clusters
  Score: Raw -142529.913452 + Penalty 2432.419809 = -140097.493643
  nChanged 12
		SP:Iteration 14Q (110752.720000 sec): 3 clusters
  Score: Raw -142540.134237 + Penalty 2432.419809 = -140107.714428
  nChanged 19
		SP:Iteration 15Q (110752.880000 sec): 3 clusters
  Score: Raw -142552.321773 + Penalty 2432.419809 = -140119.901964
  nChanged 21
		SP:Iteration 16Q (110753.030000 sec): 3 clusters
  Score: Raw -142567.877526 + Penalty 2432.419809 = -140135.457716
  nChanged 20
		SP:Iteration 17Q (110753.190000 sec): 3 clusters
  Score: Raw -142582.552183 + Penalty 2432.419809 = -140150.132374
  nChanged 21
		SP:Iteration 18Q (110753.350000 sec): 3 clusters
  Score: Raw -142596.337594 + Penalty 2432.419809 = -140163.917785
  nChanged 27
		SP:Iteration 19Q (110753.510000 sec): 3 clusters
  Score: Raw -142622.052749 + Penalty 2432.419809 = -140189.632940
  nChanged 29
		SP:Iteration 20F (110753.670000 sec): 3 clusters
  Score: Raw -142639.447568 + Penalty 2432.419809 = -140207.027759
  nChanged 21
		SP:Iteration 21Q (110753.830000 sec): 3 clusters
  Score: Raw -142650.819556 + Penalty 2432.419809 = -140218.399747
  nChanged 14
		SP:Iteration 22Q (110753.990000 sec): 3 clusters
  Score: Raw -142658.369531 + Penalty 2432.419809 = -140225.949722
  nChanged 11
		SP:Iteration 23Q (110754.150000 sec): 3 clusters
  Score: Raw -142667.727540 + Penalty 2432.419809 = -140235.307731
  nChanged 13
		SP:Iteration 24Q (110754.300000 sec): 3 clusters
  Score: Raw -142674.820593 + Penalty 2432.419809 = -140242.400784
  nChanged 7
		SP:Iteration 25Q (110754.460000 sec): 3 clusters
  Score: Raw -142679.766439 + Penalty 2432.419809 = -140247.346630
  nChanged 9
		SP:Iteration 26Q (110754.620000 sec): 3 clusters
  Score: Raw -142686.291643 + Penalty 2432.419809 = -140253.871834
  nChanged 4
		SP:Iteration 27Q (110754.780000 sec): 3 clusters
  Score: Raw -142689.572559 + Penalty 2432.419809 = -140257.152750
  nChanged 3
		SP:Iteration 28Q (110754.940000 sec): 3 clusters
  Score: Raw -142691.256832 + Penalty 2432.419809 = -140258.837023
  nChanged 3
		SP:Iteration 29Q (110755.090000 sec): 3 clusters
  Score: Raw -142692.568510 + Penalty 2432.419809 = -140260.148701
  nChanged 2
		SP:Iteration 30Q (110755.250000 sec): 3 clusters
  Score: Raw -142693.362568 + Penalty 2432.419809 = -140260.942759
  nChanged 2
		SP:Iteration 31Q (110755.410000 sec): 3 clusters
  Score: Raw -142693.876738 + Penalty 2432.419809 = -140261.456929
  nChanged 1
		SP:Iteration 32Q (110755.560000 sec): 3 clusters
  Score: Raw -142694.426269 + Penalty 2432.419809 = -140262.006460
  nChanged 1
		SP:Iteration 33Q (110755.720000 sec): 3 clusters
  Score: Raw -142694.603039 + Penalty 2432.419809 = -140262.183230
  nChanged 0
		SP:Iteration 34F (110755.880000 sec): 3 clusters
  Score: Raw -142694.603039 + Penalty 2432.419809 = -140262.183230
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 47 (7121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110755.990000 sec): 2 clusters
  Score: Raw -594815.448969 + Penalty 1441.505560 = -593373.943409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110756.200000 sec): 3 clusters
  Score: Raw -590926.419884 + Penalty 2883.011119 = -588043.408765
  nChanged 2958
		SP:Iteration 1F (110756.400000 sec): 3 clusters
  Score: Raw -592427.226948 + Penalty 2883.011119 = -589544.215829
  nChanged 466
		SP:Iteration 2F (110756.590000 sec): 3 clusters
  Score: Raw -592683.561118 + Penalty 2883.011119 = -589800.549999
  nChanged 416
		SP:Iteration 3F (110756.780000 sec): 3 clusters
  Score: Raw -592915.367320 + Penalty 2883.011119 = -590032.356200
  nChanged 395
		SP:Iteration 4F (110756.970000 sec): 3 clusters
  Score: Raw -593164.589248 + Penalty 2883.011119 = -590281.578129
  nChanged 407
		SP:Iteration 5F (110757.180000 sec): 3 clusters
  Score: Raw -593433.992803 + Penalty 2883.011119 = -590550.981683
  nChanged 378
		SP:Iteration 6F (110757.370000 sec): 3 clusters
  Score: Raw -593697.258003 + Penalty 2883.011119 = -590814.246884
  nChanged 367
		SP:Iteration 7F (110757.570000 sec): 3 clusters
  Score: Raw -593977.186935 + Penalty 2883.011119 = -591094.175815
  nChanged 351
		SP:Iteration 8Q (110757.760000 sec): 3 clusters
  Score: Raw -594267.982634 + Penalty 2883.011119 = -591384.971514
  nChanged 275
		SP:Iteration 9Q (110757.950000 sec): 3 clusters
  Score: Raw -594498.637420 + Penalty 2883.011119 = -591615.626301
  nChanged 195
		SP:Iteration 10Q (110758.150000 sec): 3 clusters
  Score: Raw -594659.709717 + Penalty 2883.011119 = -591776.698598
  nChanged 115
		SP:Iteration 11Q (110758.360000 sec): 3 clusters
  Score: Raw -594754.436535 + Penalty 2883.011119 = -591871.425416
  nChanged 86
		SP:Iteration 12Q (110758.560000 sec): 3 clusters
  Score: Raw -594822.277870 + Penalty 2883.011119 = -591939.266751
  nChanged 56
		SP:Iteration 13Q (110758.760000 sec): 3 clusters
  Score: Raw -594872.481413 + Penalty 2883.011119 = -591989.470294
  nChanged 38
		SP:Iteration 14Q (110758.950000 sec): 3 clusters
  Score: Raw -594909.509359 + Penalty 2883.011119 = -592026.498240
  nChanged 21
		SP:Iteration 15Q (110759.110000 sec): 3 clusters
  Score: Raw -594928.737933 + Penalty 2883.011119 = -592045.726814
  nChanged 13
		SP:Iteration 16Q (110759.310000 sec): 3 clusters
  Score: Raw -594938.853044 + Penalty 2883.011119 = -592055.841925
  nChanged 5
		SP:Iteration 17Q (110759.470000 sec): 3 clusters
  Score: Raw -594942.572840 + Penalty 2883.011119 = -592059.561721
  nChanged 2
		SP:Iteration 18Q (110759.620000 sec): 3 clusters
  Score: Raw -594944.591686 + Penalty 2883.011119 = -592061.580567
  nChanged 3
		SP:Iteration 19Q (110759.820000 sec): 3 clusters
  Score: Raw -594947.369282 + Penalty 2883.011119 = -592064.358163
  nChanged 2
		SP:Iteration 20F (110760.020000 sec): 3 clusters
  Score: Raw -594950.589441 + Penalty 2883.011119 = -592067.578322
  nChanged 5
		SP:Iteration 21Q (110760.220000 sec): 3 clusters
  Score: Raw -594954.745469 + Penalty 2883.011119 = -592071.734349
  nChanged 1
		SP:Iteration 22Q (110760.380000 sec): 3 clusters
  Score: Raw -594957.093414 + Penalty 2883.011119 = -592074.082294
  nChanged 7
		SP:Iteration 23Q (110760.540000 sec): 3 clusters
  Score: Raw -594966.133333 + Penalty 2883.011119 = -592083.122214
  nChanged 5
		SP:Iteration 24Q (110760.720000 sec): 3 clusters
  Score: Raw -594968.824301 + Penalty 2883.011119 = -592085.813182
  nChanged 6
		SP:Iteration 25Q (110760.900000 sec): 3 clusters
  Score: Raw -594973.950494 + Penalty 2883.011119 = -592090.939375
  nChanged 4
		SP:Iteration 26Q (110761.080000 sec): 3 clusters
  Score: Raw -594977.327385 + Penalty 2883.011119 = -592094.316266
  nChanged 4
		SP:Iteration 27Q (110761.250000 sec): 3 clusters
  Score: Raw -594981.899028 + Penalty 2883.011119 = -592098.887908
  nChanged 2
		SP:Iteration 28Q (110761.460000 sec): 3 clusters
  Score: Raw -594985.165435 + Penalty 2883.011119 = -592102.154316
  nChanged 2
		SP:Iteration 29Q (110761.660000 sec): 3 clusters
  Score: Raw -594986.287641 + Penalty 2883.011119 = -592103.276522
  nChanged 1
		SP:Iteration 30Q (110761.860000 sec): 3 clusters
  Score: Raw -594988.263855 + Penalty 2883.011119 = -592105.252736
  nChanged 0
		SP:Iteration 31F (110762.060000 sec): 3 clusters
  Score: Raw -594988.263855 + Penalty 2883.011119 = -592105.252736
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 48 (10031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110762.180000 sec): 2 clusters
  Score: Raw -767222.370530 + Penalty 1497.183281 = -765725.187249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110762.420000 sec): 3 clusters
  Score: Raw -761588.901964 + Penalty 2994.366562 = -758594.535402
  nChanged 4272
		SP:Iteration 1F (110762.640000 sec): 3 clusters
  Score: Raw -764023.619473 + Penalty 2994.366562 = -761029.252911
  nChanged 696
		SP:Iteration 2F (110762.860000 sec): 3 clusters
  Score: Raw -764385.661692 + Penalty 2994.366562 = -761391.295130
  nChanged 603
		SP:Iteration 3F (110763.110000 sec): 3 clusters
  Score: Raw -764666.019623 + Penalty 2994.366562 = -761671.653060
  nChanged 512
		SP:Iteration 4F (110763.340000 sec): 3 clusters
  Score: Raw -764914.205842 + Penalty 2994.366562 = -761919.839279
  nChanged 454
		SP:Iteration 5Q (110763.560000 sec): 3 clusters
  Score: Raw -765142.441296 + Penalty 2994.366562 = -762148.074733
  nChanged 413
		SP:Iteration 6Q (110763.790000 sec): 3 clusters
  Score: Raw -765352.015422 + Penalty 2994.366562 = -762357.648859
  nChanged 417
		SP:Iteration 7Q (110764.020000 sec): 3 clusters
  Score: Raw -765567.135273 + Penalty 2994.366562 = -762572.768711
  nChanged 380
		SP:Iteration 8Q (110764.240000 sec): 3 clusters
  Score: Raw -765785.572191 + Penalty 2994.366562 = -762791.205628
  nChanged 411
		SP:Iteration 9Q (110764.460000 sec): 3 clusters
  Score: Raw -766028.348572 + Penalty 2994.366562 = -763033.982009
  nChanged 362
		SP:Iteration 10Q (110764.730000 sec): 3 clusters
  Score: Raw -766249.048305 + Penalty 2994.366562 = -763254.681743
  nChanged 316
		SP:Iteration 11Q (110764.920000 sec): 3 clusters
  Score: Raw -766461.990086 + Penalty 2994.366562 = -763467.623523
  nChanged 300
		SP:Iteration 12Q (110765.130000 sec): 3 clusters
  Score: Raw -766671.838869 + Penalty 2994.366562 = -763677.472306
  nChanged 265
		SP:Iteration 13Q (110765.340000 sec): 3 clusters
  Score: Raw -766823.003365 + Penalty 2994.366562 = -763828.636803
  nChanged 222
		SP:Iteration 14Q (110765.500000 sec): 3 clusters
  Score: Raw -766942.247119 + Penalty 2994.366562 = -763947.880557
  nChanged 195
		SP:Iteration 15Q (110765.670000 sec): 3 clusters
  Score: Raw -767045.183679 + Penalty 2994.366562 = -764050.817116
  nChanged 174
		SP:Iteration 16Q (110765.850000 sec): 3 clusters
  Score: Raw -767139.933328 + Penalty 2994.366562 = -764145.566765
  nChanged 152
		SP:Iteration 17Q (110766.050000 sec): 3 clusters
  Score: Raw -767210.660496 + Penalty 2994.366562 = -764216.293933
  nChanged 133
		SP:Iteration 18Q (110766.220000 sec): 3 clusters
  Score: Raw -767275.083972 + Penalty 2994.366562 = -764280.717410
  nChanged 132
		SP:Iteration 19Q (110766.400000 sec): 3 clusters
  Score: Raw -767336.852954 + Penalty 2994.366562 = -764342.486391
  nChanged 113
		SP:Iteration 20F (110766.580000 sec): 3 clusters
  Score: Raw -767394.694378 + Penalty 2994.366562 = -764400.327815
  nChanged 104
		SP:Iteration 21Q (110766.770000 sec): 3 clusters
  Score: Raw -767451.206726 + Penalty 2994.366562 = -764456.840164
  nChanged 93
		SP:Iteration 22Q (110766.900000 sec): 3 clusters
  Score: Raw -767494.733047 + Penalty 2994.366562 = -764500.366484
  nChanged 80
		SP:Iteration 23Q (110767.080000 sec): 3 clusters
  Score: Raw -767527.998388 + Penalty 2994.366562 = -764533.631825
  nChanged 57
		SP:Iteration 24Q (110767.240000 sec): 3 clusters
  Score: Raw -767553.361065 + Penalty 2994.366562 = -764558.994502
  nChanged 51
		SP:Iteration 25Q (110767.420000 sec): 3 clusters
  Score: Raw -767583.312581 + Penalty 2994.366562 = -764588.946019
  nChanged 48
		SP:Iteration 26Q (110767.580000 sec): 3 clusters
  Score: Raw -767611.646954 + Penalty 2994.366562 = -764617.280391
  nChanged 35
		SP:Iteration 27Q (110767.820000 sec): 3 clusters
  Score: Raw -767626.371276 + Penalty 2994.366562 = -764632.004714
  nChanged 21
		SP:Iteration 28Q (110768.000000 sec): 3 clusters
  Score: Raw -767634.089035 + Penalty 2994.366562 = -764639.722473
  nChanged 14
		SP:Iteration 29Q (110768.170000 sec): 3 clusters
  Score: Raw -767637.402938 + Penalty 2994.366562 = -764643.036376
  nChanged 8
		SP:Iteration 30Q (110768.340000 sec): 3 clusters
  Score: Raw -767640.343126 + Penalty 2994.366562 = -764645.976564
  nChanged 9
		SP:Iteration 31Q (110768.510000 sec): 3 clusters
  Score: Raw -767643.952979 + Penalty 2994.366562 = -764649.586417
  nChanged 9
		SP:Iteration 32Q (110768.710000 sec): 3 clusters
  Score: Raw -767646.954274 + Penalty 2994.366562 = -764652.587712
  nChanged 7
		SP:Iteration 33Q (110768.900000 sec): 3 clusters
  Score: Raw -767648.269837 + Penalty 2994.366562 = -764653.903275
  nChanged 5
		SP:Iteration 34Q (110769.110000 sec): 3 clusters
  Score: Raw -767649.669148 + Penalty 2994.366562 = -764655.302586
  nChanged 5
		SP:Iteration 35Q (110769.330000 sec): 3 clusters
  Score: Raw -767650.745282 + Penalty 2994.366562 = -764656.378719
  nChanged 6
		SP:Iteration 36Q (110769.460000 sec): 3 clusters
  Score: Raw -767652.401873 + Penalty 2994.366562 = -764658.035311
  nChanged 7
		SP:Iteration 37Q (110769.660000 sec): 3 clusters
  Score: Raw -767655.445499 + Penalty 2994.366562 = -764661.078936
  nChanged 9
		SP:Iteration 38Q (110769.800000 sec): 3 clusters
  Score: Raw -767657.844608 + Penalty 2994.366562 = -764663.478045
  nChanged 4
		SP:Iteration 39Q (110769.970000 sec): 3 clusters
  Score: Raw -767659.913613 + Penalty 2994.366562 = -764665.547050
  nChanged 3
		SP:Iteration 40F (110770.180000 sec): 3 clusters
  Score: Raw -767660.421338 + Penalty 2994.366562 = -764666.054776
  nChanged 1
		SP:Iteration 41Q (110770.330000 sec): 3 clusters
  Score: Raw -767660.889282 + Penalty 2994.366562 = -764666.522719
  nChanged 1
		SP:Iteration 42Q (110770.510000 sec): 3 clusters
  Score: Raw -767661.167245 + Penalty 2994.366562 = -764666.800683
  nChanged 0
		SP:Iteration 43F (110770.680000 sec): 3 clusters
  Score: Raw -767661.167245 + Penalty 2994.366562 = -764666.800683
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 49 (4602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110770.790000 sec): 2 clusters
  Score: Raw -387790.452079 + Penalty 1370.565019 = -386419.887060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110770.950000 sec): 3 clusters
  Score: Raw -385443.505578 + Penalty 2741.130038 = -382702.375540
  nChanged 1846
		SP:Iteration 1F (110771.100000 sec): 3 clusters
  Score: Raw -386469.416104 + Penalty 2741.130038 = -383728.286066
  nChanged 326
		SP:Iteration 2F (110771.260000 sec): 3 clusters
  Score: Raw -386651.038711 + Penalty 2741.130038 = -383909.908673
  nChanged 242
		SP:Iteration 3F (110771.420000 sec): 3 clusters
  Score: Raw -386791.232217 + Penalty 2741.130038 = -384050.102179
  nChanged 206
		SP:Iteration 4Q (110771.580000 sec): 3 clusters
  Score: Raw -386907.600799 + Penalty 2741.130038 = -384166.470761
  nChanged 184
		SP:Iteration 5Q (110771.740000 sec): 3 clusters
  Score: Raw -387018.803537 + Penalty 2741.130038 = -384277.673499
  nChanged 192
		SP:Iteration 6Q (110771.900000 sec): 3 clusters
  Score: Raw -387120.041631 + Penalty 2741.130038 = -384378.911593
  nChanged 170
		SP:Iteration 7Q (110772.060000 sec): 3 clusters
  Score: Raw -387208.939557 + Penalty 2741.130038 = -384467.809519
  nChanged 143
		SP:Iteration 8Q (110772.220000 sec): 3 clusters
  Score: Raw -387277.011922 + Penalty 2741.130038 = -384535.881884
  nChanged 126
		SP:Iteration 9Q (110772.400000 sec): 3 clusters
  Score: Raw -387341.478815 + Penalty 2741.130038 = -384600.348777
  nChanged 127
		SP:Iteration 10Q (110772.580000 sec): 3 clusters
  Score: Raw -387408.761147 + Penalty 2741.130038 = -384667.631109
  nChanged 121
		SP:Iteration 11Q (110772.740000 sec): 3 clusters
  Score: Raw -387477.802958 + Penalty 2741.130038 = -384736.672920
  nChanged 112
		SP:Iteration 12Q (110772.900000 sec): 3 clusters
  Score: Raw -387541.560925 + Penalty 2741.130038 = -384800.430887
  nChanged 113
		SP:Iteration 13Q (110773.070000 sec): 3 clusters
  Score: Raw -387595.457421 + Penalty 2741.130038 = -384854.327383
  nChanged 88
		SP:Iteration 14Q (110773.250000 sec): 3 clusters
  Score: Raw -387642.783088 + Penalty 2741.130038 = -384901.653050
  nChanged 93
		SP:Iteration 15Q (110773.410000 sec): 3 clusters
  Score: Raw -387698.174652 + Penalty 2741.130038 = -384957.044614
  nChanged 83
		SP:Iteration 16Q (110773.570000 sec): 3 clusters
  Score: Raw -387751.194221 + Penalty 2741.130038 = -385010.064183
  nChanged 75
		SP:Iteration 17Q (110773.730000 sec): 3 clusters
  Score: Raw -387802.355575 + Penalty 2741.130038 = -385061.225537
  nChanged 63
		SP:Iteration 18Q (110773.890000 sec): 3 clusters
  Score: Raw -387848.743859 + Penalty 2741.130038 = -385107.613821
  nChanged 56
		SP:Iteration 19Q (110774.050000 sec): 3 clusters
  Score: Raw -387891.282248 + Penalty 2741.130038 = -385150.152210
  nChanged 53
		SP:Iteration 20F (110774.210000 sec): 3 clusters
  Score: Raw -387929.535821 + Penalty 2741.130038 = -385188.405783
  nChanged 54
		SP:Iteration 21Q (110774.370000 sec): 3 clusters
  Score: Raw -387965.108596 + Penalty 2741.130038 = -385223.978558
  nChanged 36
		SP:Iteration 22Q (110774.530000 sec): 3 clusters
  Score: Raw -387988.980239 + Penalty 2741.130038 = -385247.850201
  nChanged 36
		SP:Iteration 23Q (110774.690000 sec): 3 clusters
  Score: Raw -388014.711031 + Penalty 2741.130038 = -385273.580993
  nChanged 45
		SP:Iteration 24Q (110774.850000 sec): 3 clusters
  Score: Raw -388044.782061 + Penalty 2741.130038 = -385303.652023
  nChanged 32
		SP:Iteration 25Q (110775.010000 sec): 3 clusters
  Score: Raw -388084.594112 + Penalty 2741.130038 = -385343.464074
  nChanged 48
		SP:Iteration 26Q (110775.170000 sec): 3 clusters
  Score: Raw -388125.736980 + Penalty 2741.130038 = -385384.606942
  nChanged 51
		SP:Iteration 27Q (110775.330000 sec): 3 clusters
  Score: Raw -388158.584095 + Penalty 2741.130038 = -385417.454057
  nChanged 45
		SP:Iteration 28Q (110775.490000 sec): 3 clusters
  Score: Raw -388182.173899 + Penalty 2741.130038 = -385441.043861
  nChanged 37
		SP:Iteration 29Q (110775.650000 sec): 3 clusters
  Score: Raw -388202.258580 + Penalty 2741.130038 = -385461.128542
  nChanged 27
		SP:Iteration 30Q (110775.800000 sec): 3 clusters
  Score: Raw -388218.066085 + Penalty 2741.130038 = -385476.936047
  nChanged 21
		SP:Iteration 31Q (110775.960000 sec): 3 clusters
  Score: Raw -388229.584533 + Penalty 2741.130038 = -385488.454495
  nChanged 21
		SP:Iteration 32Q (110776.120000 sec): 3 clusters
  Score: Raw -388243.443501 + Penalty 2741.130038 = -385502.313463
  nChanged 13
		SP:Iteration 33Q (110776.280000 sec): 3 clusters
  Score: Raw -388250.245860 + Penalty 2741.130038 = -385509.115822
  nChanged 7
		SP:Iteration 34Q (110776.440000 sec): 3 clusters
  Score: Raw -388253.580030 + Penalty 2741.130038 = -385512.449992
  nChanged 12
		SP:Iteration 35Q (110776.600000 sec): 3 clusters
  Score: Raw -388258.689349 + Penalty 2741.130038 = -385517.559311
  nChanged 11
		SP:Iteration 36Q (110776.780000 sec): 3 clusters
  Score: Raw -388263.792907 + Penalty 2741.130038 = -385522.662869
  nChanged 9
		SP:Iteration 37Q (110776.960000 sec): 3 clusters
  Score: Raw -388266.922079 + Penalty 2741.130038 = -385525.792041
  nChanged 5
		SP:Iteration 38Q (110777.130000 sec): 3 clusters
  Score: Raw -388268.760115 + Penalty 2741.130038 = -385527.630077
  nChanged 3
		SP:Iteration 39Q (110777.300000 sec): 3 clusters
  Score: Raw -388269.564784 + Penalty 2741.130038 = -385528.434746
  nChanged 4
		SP:Iteration 40F (110777.460000 sec): 3 clusters
  Score: Raw -388270.735730 + Penalty 2741.130038 = -385529.605692
  nChanged 2
		SP:Iteration 41Q (110777.620000 sec): 3 clusters
  Score: Raw -388271.536162 + Penalty 2741.130038 = -385530.406124
  nChanged 2
		SP:Iteration 42Q (110777.770000 sec): 3 clusters
  Score: Raw -388272.044085 + Penalty 2741.130038 = -385530.914048
  nChanged 3
		SP:Iteration 43Q (110777.930000 sec): 3 clusters
  Score: Raw -388272.606645 + Penalty 2741.130038 = -385531.476607
  nChanged 2
		SP:Iteration 44Q (110778.090000 sec): 3 clusters
  Score: Raw -388273.252134 + Penalty 2741.130038 = -385532.122096
  nChanged 0
		SP:Iteration 45F (110778.250000 sec): 3 clusters
  Score: Raw -388273.252134 + Penalty 2741.130038 = -385532.122096
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 50 (7880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110778.370000 sec): 2 clusters
  Score: Raw -734389.594606 + Penalty 1457.963517 = -732931.631088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110778.580000 sec): 3 clusters
  Score: Raw -729973.119619 + Penalty 2915.927034 = -727057.192584
  nChanged 3386
		SP:Iteration 1F (110778.780000 sec): 3 clusters
  Score: Raw -731829.196551 + Penalty 2915.927034 = -728913.269517
  nChanged 497
		SP:Iteration 2F (110778.980000 sec): 3 clusters
  Score: Raw -732055.165067 + Penalty 2915.927034 = -729139.238033
  nChanged 381
		SP:Iteration 3Q (110779.180000 sec): 3 clusters
  Score: Raw -732190.003837 + Penalty 2915.927034 = -729274.076803
  nChanged 274
		SP:Iteration 4Q (110779.370000 sec): 3 clusters
  Score: Raw -732292.273712 + Penalty 2915.927034 = -729376.346678
  nChanged 261
		SP:Iteration 5Q (110779.570000 sec): 3 clusters
  Score: Raw -732387.973328 + Penalty 2915.927034 = -729472.046294
  nChanged 252
		SP:Iteration 6Q (110779.760000 sec): 3 clusters
  Score: Raw -732476.957624 + Penalty 2915.927034 = -729561.030589
  nChanged 223
		SP:Iteration 7Q (110779.960000 sec): 3 clusters
  Score: Raw -732566.944605 + Penalty 2915.927034 = -729651.017571
  nChanged 242
		SP:Iteration 8Q (110780.160000 sec): 3 clusters
  Score: Raw -732674.386590 + Penalty 2915.927034 = -729758.459556
  nChanged 286
		SP:Iteration 9Q (110780.350000 sec): 3 clusters
  Score: Raw -732819.309700 + Penalty 2915.927034 = -729903.382666
  nChanged 312
		SP:Iteration 10Q (110780.540000 sec): 3 clusters
  Score: Raw -733005.214666 + Penalty 2915.927034 = -730089.287631
  nChanged 332
		SP:Iteration 11Q (110780.740000 sec): 3 clusters
  Score: Raw -733218.923578 + Penalty 2915.927034 = -730302.996544
  nChanged 336
		SP:Iteration 12Q (110780.940000 sec): 3 clusters
  Score: Raw -733445.786001 + Penalty 2915.927034 = -730529.858967
  nChanged 294
		SP:Iteration 13Q (110781.130000 sec): 3 clusters
  Score: Raw -733649.034731 + Penalty 2915.927034 = -730733.107696
  nChanged 293
		SP:Iteration 14Q (110781.360000 sec): 3 clusters
  Score: Raw -733874.983054 + Penalty 2915.927034 = -730959.056020
  nChanged 215
		SP:Iteration 15Q (110781.540000 sec): 3 clusters
  Score: Raw -734057.289221 + Penalty 2915.927034 = -731141.362187
  nChanged 193
		SP:Iteration 16Q (110781.710000 sec): 3 clusters
  Score: Raw -734214.997964 + Penalty 2915.927034 = -731299.070930
  nChanged 137
		SP:Iteration 17Q (110781.900000 sec): 3 clusters
  Score: Raw -734315.341920 + Penalty 2915.927034 = -731399.414885
  nChanged 84
		SP:Iteration 18Q (110782.090000 sec): 3 clusters
  Score: Raw -734375.652962 + Penalty 2915.927034 = -731459.725927
  nChanged 69
		SP:Iteration 19Q (110782.280000 sec): 3 clusters
  Score: Raw -734426.485677 + Penalty 2915.927034 = -731510.558643
  nChanged 47
		SP:Iteration 20F (110782.460000 sec): 3 clusters
  Score: Raw -734469.572293 + Penalty 2915.927034 = -731553.645258
  nChanged 40
		SP:Iteration 21Q (110782.640000 sec): 3 clusters
  Score: Raw -734507.367129 + Penalty 2915.927034 = -731591.440094
  nChanged 26
		SP:Iteration 22Q (110782.820000 sec): 3 clusters
  Score: Raw -734532.559343 + Penalty 2915.927034 = -731616.632309
  nChanged 24
		SP:Iteration 23Q (110782.990000 sec): 3 clusters
  Score: Raw -734557.299217 + Penalty 2915.927034 = -731641.372183
  nChanged 20
		SP:Iteration 24Q (110783.170000 sec): 3 clusters
  Score: Raw -734580.711549 + Penalty 2915.927034 = -731664.784515
  nChanged 10
		SP:Iteration 25Q (110783.340000 sec): 3 clusters
  Score: Raw -734589.015135 + Penalty 2915.927034 = -731673.088101
  nChanged 8
		SP:Iteration 26Q (110783.540000 sec): 3 clusters
  Score: Raw -734596.482645 + Penalty 2915.927034 = -731680.555611
  nChanged 6
		SP:Iteration 27Q (110783.720000 sec): 3 clusters
  Score: Raw -734604.053071 + Penalty 2915.927034 = -731688.126037
  nChanged 9
		SP:Iteration 28Q (110783.890000 sec): 3 clusters
  Score: Raw -734610.863142 + Penalty 2915.927034 = -731694.936107
  nChanged 2
		SP:Iteration 29Q (110784.080000 sec): 3 clusters
  Score: Raw -734611.865800 + Penalty 2915.927034 = -731695.938766
  nChanged 2
		SP:Iteration 30Q (110784.240000 sec): 3 clusters
  Score: Raw -734614.029519 + Penalty 2915.927034 = -731698.102484
  nChanged 4
		SP:Iteration 31Q (110784.430000 sec): 3 clusters
  Score: Raw -734618.005282 + Penalty 2915.927034 = -731702.078247
  nChanged 2
		SP:Iteration 32Q (110784.630000 sec): 3 clusters
  Score: Raw -734618.618033 + Penalty 2915.927034 = -731702.690998
  nChanged 0
		SP:Iteration 33F (110784.850000 sec): 3 clusters
  Score: Raw -734618.618033 + Penalty 2915.927034 = -731702.690998
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 51 (11653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110784.980000 sec): 2 clusters
  Score: Raw -993936.493470 + Penalty 1521.539327 = -992414.954142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110785.180000 sec): 3 clusters
  Score: Raw -987132.641360 + Penalty 3043.078654 = -984089.562706
  nChanged 5079
		SP:Iteration 1F (110785.440000 sec): 3 clusters
  Score: Raw -989838.433605 + Penalty 3043.078654 = -986795.354950
  nChanged 639
		SP:Iteration 2F (110785.650000 sec): 3 clusters
  Score: Raw -990081.025687 + Penalty 3043.078654 = -987037.947033
  nChanged 552
		SP:Iteration 3Q (110785.880000 sec): 3 clusters
  Score: Raw -990294.656811 + Penalty 3043.078654 = -987251.578157
  nChanged 519
		SP:Iteration 4Q (110786.130000 sec): 3 clusters
  Score: Raw -990517.082776 + Penalty 3043.078654 = -987474.004122
  nChanged 521
		SP:Iteration 5Q (110786.360000 sec): 3 clusters
  Score: Raw -990761.966875 + Penalty 3043.078654 = -987718.888220
  nChanged 499
		SP:Iteration 6Q (110786.560000 sec): 3 clusters
  Score: Raw -991008.052168 + Penalty 3043.078654 = -987964.973514
  nChanged 515
		SP:Iteration 7Q (110786.760000 sec): 3 clusters
  Score: Raw -991245.750727 + Penalty 3043.078654 = -988202.672073
  nChanged 455
		SP:Iteration 8Q (110786.950000 sec): 3 clusters
  Score: Raw -991455.769658 + Penalty 3043.078654 = -988412.691003
  nChanged 450
		SP:Iteration 9Q (110787.240000 sec): 3 clusters
  Score: Raw -991681.286317 + Penalty 3043.078654 = -988638.207663
  nChanged 445
		SP:Iteration 10Q (110787.400000 sec): 3 clusters
  Score: Raw -991933.200536 + Penalty 3043.078654 = -988890.121882
  nChanged 461
		SP:Iteration 11Q (110787.660000 sec): 3 clusters
  Score: Raw -992178.673989 + Penalty 3043.078654 = -989135.595335
  nChanged 426
		SP:Iteration 12Q (110787.820000 sec): 3 clusters
  Score: Raw -992397.123628 + Penalty 3043.078654 = -989354.044974
  nChanged 412
		SP:Iteration 13Q (110788.080000 sec): 3 clusters
  Score: Raw -992593.868855 + Penalty 3043.078654 = -989550.790200
  nChanged 361
		SP:Iteration 14Q (110788.280000 sec): 3 clusters
  Score: Raw -992739.643731 + Penalty 3043.078654 = -989696.565076
  nChanged 254
		SP:Iteration 15Q (110788.500000 sec): 3 clusters
  Score: Raw -992822.562934 + Penalty 3043.078654 = -989779.484279
  nChanged 198
		SP:Iteration 16Q (110788.710000 sec): 3 clusters
  Score: Raw -992877.253038 + Penalty 3043.078654 = -989834.174384
  nChanged 154
		SP:Iteration 17Q (110788.910000 sec): 3 clusters
  Score: Raw -992917.566999 + Penalty 3043.078654 = -989874.488345
  nChanged 132
		SP:Iteration 18Q (110789.110000 sec): 3 clusters
  Score: Raw -992959.579667 + Penalty 3043.078654 = -989916.501012
  nChanged 148
		SP:Iteration 19Q (110789.310000 sec): 3 clusters
  Score: Raw -993005.281314 + Penalty 3043.078654 = -989962.202659
  nChanged 142
		SP:Iteration 20F (110789.540000 sec): 3 clusters
  Score: Raw -993045.919750 + Penalty 3043.078654 = -990002.841095
  nChanged 127
		SP:Iteration 21Q (110789.770000 sec): 3 clusters
  Score: Raw -993084.250756 + Penalty 3043.078654 = -990041.172102
  nChanged 121
		SP:Iteration 22Q (110789.960000 sec): 3 clusters
  Score: Raw -993125.031425 + Penalty 3043.078654 = -990081.952770
  nChanged 163
		SP:Iteration 23Q (110790.190000 sec): 3 clusters
  Score: Raw -993181.984888 + Penalty 3043.078654 = -990138.906233
  nChanged 162
		SP:Iteration 24Q (110790.390000 sec): 3 clusters
  Score: Raw -993236.913436 + Penalty 3043.078654 = -990193.834782
  nChanged 165
		SP:Iteration 25Q (110790.650000 sec): 3 clusters
  Score: Raw -993293.998570 + Penalty 3043.078654 = -990250.919916
  nChanged 143
		SP:Iteration 26Q (110790.940000 sec): 3 clusters
  Score: Raw -993340.529677 + Penalty 3043.078654 = -990297.451022
  nChanged 130
		SP:Iteration 27Q (110791.100000 sec): 3 clusters
  Score: Raw -993384.858730 + Penalty 3043.078654 = -990341.780076
  nChanged 138
		SP:Iteration 28Q (110791.300000 sec): 3 clusters
  Score: Raw -993435.191122 + Penalty 3043.078654 = -990392.112468
  nChanged 127
		SP:Iteration 29Q (110791.540000 sec): 3 clusters
  Score: Raw -993483.623628 + Penalty 3043.078654 = -990440.544973
  nChanged 141
		SP:Iteration 30Q (110791.800000 sec): 3 clusters
  Score: Raw -993536.599556 + Penalty 3043.078654 = -990493.520902
  nChanged 144
		SP:Iteration 31Q (110791.990000 sec): 3 clusters
  Score: Raw -993591.518773 + Penalty 3043.078654 = -990548.440119
  nChanged 139
		SP:Iteration 32Q (110792.180000 sec): 3 clusters
  Score: Raw -993642.500703 + Penalty 3043.078654 = -990599.422048
  nChanged 127
		SP:Iteration 33Q (110792.380000 sec): 3 clusters
  Score: Raw -993687.132217 + Penalty 3043.078654 = -990644.053562
  nChanged 119
		SP:Iteration 34Q (110792.660000 sec): 3 clusters
  Score: Raw -993725.508196 + Penalty 3043.078654 = -990682.429542
  nChanged 109
		SP:Iteration 35Q (110792.900000 sec): 3 clusters
  Score: Raw -993756.600734 + Penalty 3043.078654 = -990713.522080
  nChanged 95
		SP:Iteration 36Q (110793.100000 sec): 3 clusters
  Score: Raw -993787.863050 + Penalty 3043.078654 = -990744.784396
  nChanged 88
		SP:Iteration 37Q (110793.310000 sec): 3 clusters
  Score: Raw -993815.657352 + Penalty 3043.078654 = -990772.578698
  nChanged 71
		SP:Iteration 38Q (110793.620000 sec): 3 clusters
  Score: Raw -993835.731318 + Penalty 3043.078654 = -990792.652664
  nChanged 78
		SP:Iteration 39Q (110793.820000 sec): 3 clusters
  Score: Raw -993862.607014 + Penalty 3043.078654 = -990819.528360
  nChanged 77
		SP:Iteration 40F (110794.020000 sec): 3 clusters
  Score: Raw -993883.252687 + Penalty 3043.078654 = -990840.174033
  nChanged 64
		SP:Iteration 41Q (110794.220000 sec): 3 clusters
  Score: Raw -993900.596351 + Penalty 3043.078654 = -990857.517697
  nChanged 55
		SP:Iteration 42Q (110794.470000 sec): 3 clusters
  Score: Raw -993913.321451 + Penalty 3043.078654 = -990870.242797
  nChanged 53
		SP:Iteration 43Q (110794.680000 sec): 3 clusters
  Score: Raw -993925.167926 + Penalty 3043.078654 = -990882.089272
  nChanged 49
		SP:Iteration 44Q (110794.870000 sec): 3 clusters
  Score: Raw -993935.732908 + Penalty 3043.078654 = -990892.654254
  nChanged 37
		SP:Iteration 45Q (110795.080000 sec): 3 clusters
  Score: Raw -993944.922712 + Penalty 3043.078654 = -990901.844058
  nChanged 38
		SP:Iteration 46Q (110795.280000 sec): 3 clusters
  Score: Raw -993952.172665 + Penalty 3043.078654 = -990909.094011
  nChanged 25
		SP:Iteration 47Q (110795.480000 sec): 3 clusters
  Score: Raw -993957.534100 + Penalty 3043.078654 = -990914.455446
  nChanged 22
		SP:Iteration 48Q (110795.680000 sec): 3 clusters
  Score: Raw -993962.814777 + Penalty 3043.078654 = -990919.736122
  nChanged 34
		SP:Iteration 49Q (110795.890000 sec): 3 clusters
  Score: Raw -993970.476318 + Penalty 3043.078654 = -990927.397663
  nChanged 34
		SP:Iteration 50Q (110796.140000 sec): 3 clusters
  Score: Raw -993977.276481 + Penalty 3043.078654 = -990934.197827
  nChanged 33
		SP:Iteration 51Q (110796.380000 sec): 3 clusters
  Score: Raw -993985.072826 + Penalty 3043.078654 = -990941.994172
  nChanged 36
		SP:Iteration 52Q (110796.590000 sec): 3 clusters
  Score: Raw -993995.788755 + Penalty 3043.078654 = -990952.710100
  nChanged 39
		SP:Iteration 53Q (110796.790000 sec): 3 clusters
  Score: Raw -994005.916454 + Penalty 3043.078654 = -990962.837800
  nChanged 37
		SP:Iteration 54Q (110797.000000 sec): 3 clusters
  Score: Raw -994013.912963 + Penalty 3043.078654 = -990970.834309
  nChanged 31
		SP:Iteration 55Q (110797.280000 sec): 3 clusters
  Score: Raw -994021.169862 + Penalty 3043.078654 = -990978.091208
  nChanged 29
		SP:Iteration 56Q (110797.500000 sec): 3 clusters
  Score: Raw -994028.822373 + Penalty 3043.078654 = -990985.743719
  nChanged 29
		SP:Iteration 57Q (110797.710000 sec): 3 clusters
  Score: Raw -994035.187900 + Penalty 3043.078654 = -990992.109246
  nChanged 24
		SP:Iteration 58Q (110797.950000 sec): 3 clusters
  Score: Raw -994042.020580 + Penalty 3043.078654 = -990998.941926
  nChanged 35
		SP:Iteration 59Q (110798.120000 sec): 3 clusters
  Score: Raw -994051.836688 + Penalty 3043.078654 = -991008.758033
  nChanged 35
		SP:Iteration 60F (110798.390000 sec): 3 clusters
  Score: Raw -994061.866219 + Penalty 3043.078654 = -991018.787564
  nChanged 36
		SP:Iteration 61Q (110798.660000 sec): 3 clusters
  Score: Raw -994073.669890 + Penalty 3043.078654 = -991030.591235
  nChanged 35
		SP:Iteration 62Q (110798.860000 sec): 3 clusters
  Score: Raw -994084.559996 + Penalty 3043.078654 = -991041.481342
  nChanged 41
		SP:Iteration 63Q (110799.080000 sec): 3 clusters
  Score: Raw -994097.052380 + Penalty 3043.078654 = -991053.973726
  nChanged 32
		SP:Iteration 64Q (110799.330000 sec): 3 clusters
  Score: Raw -994105.396575 + Penalty 3043.078654 = -991062.317921
  nChanged 27
		SP:Iteration 65Q (110799.540000 sec): 3 clusters
  Score: Raw -994113.856164 + Penalty 3043.078654 = -991070.777509
  nChanged 30
		SP:Iteration 66Q (110799.730000 sec): 3 clusters
  Score: Raw -994124.159494 + Penalty 3043.078654 = -991081.080839
  nChanged 32
		SP:Iteration 67Q (110799.940000 sec): 3 clusters
  Score: Raw -994137.210121 + Penalty 3043.078654 = -991094.131466
  nChanged 26
		SP:Iteration 68Q (110800.110000 sec): 3 clusters
  Score: Raw -994144.895463 + Penalty 3043.078654 = -991101.816809
  nChanged 17
		SP:Iteration 69Q (110800.330000 sec): 3 clusters
  Score: Raw -994150.748148 + Penalty 3043.078654 = -991107.669494
  nChanged 20
		SP:Iteration 70Q (110800.570000 sec): 3 clusters
  Score: Raw -994158.420541 + Penalty 3043.078654 = -991115.341887
  nChanged 23
		SP:Iteration 71Q (110800.820000 sec): 3 clusters
  Score: Raw -994166.969498 + Penalty 3043.078654 = -991123.890843
  nChanged 24
		SP:Iteration 72Q (110801.060000 sec): 3 clusters
  Score: Raw -994175.127987 + Penalty 3043.078654 = -991132.049332
  nChanged 21
		SP:Iteration 73Q (110801.270000 sec): 3 clusters
  Score: Raw -994182.003983 + Penalty 3043.078654 = -991138.925329
  nChanged 20
		SP:Iteration 74Q (110801.500000 sec): 3 clusters
  Score: Raw -994188.721445 + Penalty 3043.078654 = -991145.642790
  nChanged 11
		SP:Iteration 75Q (110801.750000 sec): 3 clusters
  Score: Raw -994193.697105 + Penalty 3043.078654 = -991150.618451
  nChanged 12
		SP:Iteration 76Q (110802.000000 sec): 3 clusters
  Score: Raw -994197.315232 + Penalty 3043.078654 = -991154.236578
  nChanged 10
		SP:Iteration 77Q (110802.230000 sec): 3 clusters
  Score: Raw -994200.923495 + Penalty 3043.078654 = -991157.844841
  nChanged 9
		SP:Iteration 78Q (110802.480000 sec): 3 clusters
  Score: Raw -994203.943527 + Penalty 3043.078654 = -991160.864873
  nChanged 8
		SP:Iteration 79Q (110802.730000 sec): 3 clusters
  Score: Raw -994207.139726 + Penalty 3043.078654 = -991164.061072
  nChanged 8
		SP:Iteration 80F (110802.920000 sec): 3 clusters
  Score: Raw -994209.196162 + Penalty 3043.078654 = -991166.117508
  nChanged 5
		SP:Iteration 81Q (110803.180000 sec): 3 clusters
  Score: Raw -994210.064046 + Penalty 3043.078654 = -991166.985392
  nChanged 5
		SP:Iteration 82Q (110803.340000 sec): 3 clusters
  Score: Raw -994210.958533 + Penalty 3043.078654 = -991167.879878
  nChanged 3
		SP:Iteration 83Q (110803.630000 sec): 3 clusters
  Score: Raw -994211.509379 + Penalty 3043.078654 = -991168.430725
  nChanged 2
		SP:Iteration 84Q (110803.840000 sec): 3 clusters
  Score: Raw -994211.782931 + Penalty 3043.078654 = -991168.704276
  nChanged 0
		SP:Iteration 85F (110804.040000 sec): 3 clusters
  Score: Raw -994211.782931 + Penalty 3043.078654 = -991168.704276
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 52 (14310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110804.260000 sec): 2 clusters
  Score: Raw -1205328.967452 + Penalty 1554.916004 = -1203774.051448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110804.500000 sec): 3 clusters
  Score: Raw -1197019.727610 + Penalty 3109.832009 = -1193909.895601
  nChanged 6338
		SP:Iteration 1F (110804.760000 sec): 3 clusters
  Score: Raw -1200727.171875 + Penalty 3109.832009 = -1197617.339867
  nChanged 931
		SP:Iteration 2F (110804.970000 sec): 3 clusters
  Score: Raw -1201280.546209 + Penalty 3109.832009 = -1198170.714200
  nChanged 1051
		SP:Iteration 3F (110805.220000 sec): 3 clusters
  Score: Raw -1202000.104072 + Penalty 3109.832009 = -1198890.272063
  nChanged 1013
		SP:Iteration 4F (110805.440000 sec): 3 clusters
  Score: Raw -1202745.434581 + Penalty 3109.832009 = -1199635.602572
  nChanged 976
		SP:Iteration 5F (110805.690000 sec): 3 clusters
  Score: Raw -1203411.463370 + Penalty 3109.832009 = -1200301.631362
  nChanged 785
		SP:Iteration 6F (110805.960000 sec): 3 clusters
  Score: Raw -1203863.309353 + Penalty 3109.832009 = -1200753.477344
  nChanged 625
		SP:Iteration 7Q (110806.240000 sec): 3 clusters
  Score: Raw -1204131.470237 + Penalty 3109.832009 = -1201021.638228
  nChanged 419
		SP:Iteration 8Q (110806.480000 sec): 3 clusters
  Score: Raw -1204276.018438 + Penalty 3109.832009 = -1201166.186429
  nChanged 299
		SP:Iteration 9Q (110806.740000 sec): 3 clusters
  Score: Raw -1204364.929822 + Penalty 3109.832009 = -1201255.097813
  nChanged 226
		SP:Iteration 10Q (110806.990000 sec): 3 clusters
  Score: Raw -1204421.346211 + Penalty 3109.832009 = -1201311.514202
  nChanged 163
		SP:Iteration 11Q (110807.220000 sec): 3 clusters
  Score: Raw -1204457.318250 + Penalty 3109.832009 = -1201347.486241
  nChanged 152
		SP:Iteration 12Q (110807.450000 sec): 3 clusters
  Score: Raw -1204491.329457 + Penalty 3109.832009 = -1201381.497448
  nChanged 151
		SP:Iteration 13Q (110807.740000 sec): 3 clusters
  Score: Raw -1204529.452169 + Penalty 3109.832009 = -1201419.620160
  nChanged 165
		SP:Iteration 14Q (110808.020000 sec): 3 clusters
  Score: Raw -1204577.380755 + Penalty 3109.832009 = -1201467.548747
  nChanged 186
		SP:Iteration 15Q (110808.250000 sec): 3 clusters
  Score: Raw -1204631.185906 + Penalty 3109.832009 = -1201521.353898
  nChanged 185
		SP:Iteration 16Q (110808.520000 sec): 3 clusters
  Score: Raw -1204691.913431 + Penalty 3109.832009 = -1201582.081423
  nChanged 221
		SP:Iteration 17Q (110808.740000 sec): 3 clusters
  Score: Raw -1204782.520055 + Penalty 3109.832009 = -1201672.688046
  nChanged 263
		SP:Iteration 18Q (110809.010000 sec): 3 clusters
  Score: Raw -1204903.267306 + Penalty 3109.832009 = -1201793.435297
  nChanged 279
		SP:Iteration 19Q (110809.330000 sec): 3 clusters
  Score: Raw -1205061.737378 + Penalty 3109.832009 = -1201951.905369
  nChanged 328
		SP:Iteration 20F (110809.510000 sec): 3 clusters
  Score: Raw -1205249.346475 + Penalty 3109.832009 = -1202139.514466
  nChanged 312
		SP:Iteration 21Q (110809.760000 sec): 3 clusters
  Score: Raw -1205399.445356 + Penalty 3109.832009 = -1202289.613347
  nChanged 280
		SP:Iteration 22Q (110810.020000 sec): 3 clusters
  Score: Raw -1205536.265765 + Penalty 3109.832009 = -1202426.433757
  nChanged 230
		SP:Iteration 23Q (110810.250000 sec): 3 clusters
  Score: Raw -1205638.782693 + Penalty 3109.832009 = -1202528.950685
  nChanged 180
		SP:Iteration 24Q (110810.480000 sec): 3 clusters
  Score: Raw -1205703.832577 + Penalty 3109.832009 = -1202594.000569
  nChanged 158
		SP:Iteration 25Q (110810.750000 sec): 3 clusters
  Score: Raw -1205749.177876 + Penalty 3109.832009 = -1202639.345867
  nChanged 116
		SP:Iteration 26Q (110811.020000 sec): 3 clusters
  Score: Raw -1205781.682403 + Penalty 3109.832009 = -1202671.850394
  nChanged 88
		SP:Iteration 27Q (110811.250000 sec): 3 clusters
  Score: Raw -1205804.350266 + Penalty 3109.832009 = -1202694.518258
  nChanged 79
		SP:Iteration 28Q (110811.540000 sec): 3 clusters
  Score: Raw -1205821.213746 + Penalty 3109.832009 = -1202711.381737
  nChanged 47
		SP:Iteration 29Q (110811.780000 sec): 3 clusters
  Score: Raw -1205831.385344 + Penalty 3109.832009 = -1202721.553336
  nChanged 45
		SP:Iteration 30Q (110811.990000 sec): 3 clusters
  Score: Raw -1205841.619281 + Penalty 3109.832009 = -1202731.787272
  nChanged 55
		SP:Iteration 31Q (110812.280000 sec): 3 clusters
  Score: Raw -1205852.976395 + Penalty 3109.832009 = -1202743.144386
  nChanged 61
		SP:Iteration 32Q (110812.470000 sec): 3 clusters
  Score: Raw -1205867.442764 + Penalty 3109.832009 = -1202757.610756
  nChanged 51
		SP:Iteration 33Q (110812.700000 sec): 3 clusters
  Score: Raw -1205878.402005 + Penalty 3109.832009 = -1202768.569997
  nChanged 50
		SP:Iteration 34Q (110812.970000 sec): 3 clusters
  Score: Raw -1205889.070280 + Penalty 3109.832009 = -1202779.238271
  nChanged 48
		SP:Iteration 35Q (110813.200000 sec): 3 clusters
  Score: Raw -1205897.805800 + Penalty 3109.832009 = -1202787.973791
  nChanged 42
		SP:Iteration 36Q (110813.460000 sec): 3 clusters
  Score: Raw -1205906.999974 + Penalty 3109.832009 = -1202797.167965
  nChanged 39
		SP:Iteration 37Q (110813.680000 sec): 3 clusters
  Score: Raw -1205913.842843 + Penalty 3109.832009 = -1202804.010835
  nChanged 33
		SP:Iteration 38Q (110813.900000 sec): 3 clusters
  Score: Raw -1205919.138515 + Penalty 3109.832009 = -1202809.306506
  nChanged 27
		SP:Iteration 39Q (110814.220000 sec): 3 clusters
  Score: Raw -1205924.822125 + Penalty 3109.832009 = -1202814.990117
  nChanged 34
		SP:Iteration 40F (110814.410000 sec): 3 clusters
  Score: Raw -1205929.753800 + Penalty 3109.832009 = -1202819.921791
  nChanged 30
		SP:Iteration 41Q (110814.700000 sec): 3 clusters
  Score: Raw -1205934.264467 + Penalty 3109.832009 = -1202824.432459
  nChanged 27
		SP:Iteration 42Q (110814.890000 sec): 3 clusters
  Score: Raw -1205938.291584 + Penalty 3109.832009 = -1202828.459575
  nChanged 17
		SP:Iteration 43Q (110815.160000 sec): 3 clusters
  Score: Raw -1205940.175216 + Penalty 3109.832009 = -1202830.343207
  nChanged 15
		SP:Iteration 44Q (110815.380000 sec): 3 clusters
  Score: Raw -1205941.792124 + Penalty 3109.832009 = -1202831.960115
  nChanged 15
		SP:Iteration 45Q (110815.670000 sec): 3 clusters
  Score: Raw -1205943.836210 + Penalty 3109.832009 = -1202834.004201
  nChanged 12
		SP:Iteration 46Q (110815.850000 sec): 3 clusters
  Score: Raw -1205945.378753 + Penalty 3109.832009 = -1202835.546745
  nChanged 11
		SP:Iteration 47Q (110816.100000 sec): 3 clusters
  Score: Raw -1205947.044420 + Penalty 3109.832009 = -1202837.212411
  nChanged 10
		SP:Iteration 48Q (110816.360000 sec): 3 clusters
  Score: Raw -1205948.196275 + Penalty 3109.832009 = -1202838.364267
  nChanged 8
		SP:Iteration 49Q (110816.610000 sec): 3 clusters
  Score: Raw -1205948.928903 + Penalty 3109.832009 = -1202839.096895
  nChanged 7
		SP:Iteration 50Q (110816.860000 sec): 3 clusters
  Score: Raw -1205949.602690 + Penalty 3109.832009 = -1202839.770681
  nChanged 4
		SP:Iteration 51Q (110817.120000 sec): 3 clusters
  Score: Raw -1205950.240635 + Penalty 3109.832009 = -1202840.408626
  nChanged 3
		SP:Iteration 52Q (110817.370000 sec): 3 clusters
  Score: Raw -1205950.750080 + Penalty 3109.832009 = -1202840.918071
  nChanged 5
		SP:Iteration 53Q (110817.620000 sec): 3 clusters
  Score: Raw -1205951.352404 + Penalty 3109.832009 = -1202841.520395
  nChanged 4
		SP:Iteration 54Q (110817.880000 sec): 3 clusters
  Score: Raw -1205952.002072 + Penalty 3109.832009 = -1202842.170064
  nChanged 7
		SP:Iteration 55Q (110818.130000 sec): 3 clusters
  Score: Raw -1205952.916248 + Penalty 3109.832009 = -1202843.084239
  nChanged 7
		SP:Iteration 56Q (110818.380000 sec): 3 clusters
  Score: Raw -1205953.428668 + Penalty 3109.832009 = -1202843.596659
  nChanged 3
		SP:Iteration 57Q (110818.640000 sec): 3 clusters
  Score: Raw -1205953.560498 + Penalty 3109.832009 = -1202843.728489
  nChanged 3
		SP:Iteration 58Q (110818.890000 sec): 3 clusters
  Score: Raw -1205954.137631 + Penalty 3109.832009 = -1202844.305622
  nChanged 5
		SP:Iteration 59Q (110819.140000 sec): 3 clusters
  Score: Raw -1205955.207289 + Penalty 3109.832009 = -1202845.375281
  nChanged 5
		SP:Iteration 60F (110819.400000 sec): 3 clusters
  Score: Raw -1205955.534772 + Penalty 3109.832009 = -1202845.702763
  nChanged 2
		SP:Iteration 61Q (110819.650000 sec): 3 clusters
  Score: Raw -1205955.636335 + Penalty 3109.832009 = -1202845.804326
  nChanged 0
		SP:Iteration 62F (110819.860000 sec): 3 clusters
  Score: Raw -1205955.636335 + Penalty 3109.832009 = -1202845.804326
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 53 (5842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110819.960000 sec): 2 clusters
  Score: Raw -473485.321604 + Penalty 1409.334628 = -472075.986975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110820.140000 sec): 3 clusters
  Score: Raw -470450.324816 + Penalty 2818.669257 = -467631.655559
  nChanged 2319
		SP:Iteration 1F (110820.300000 sec): 3 clusters
  Score: Raw -471671.573420 + Penalty 2818.669257 = -468852.904163
  nChanged 408
		SP:Iteration 2F (110820.450000 sec): 3 clusters
  Score: Raw -471894.364745 + Penalty 2818.669257 = -469075.695488
  nChanged 336
		SP:Iteration 3F (110820.600000 sec): 3 clusters
  Score: Raw -472073.815231 + Penalty 2818.669257 = -469255.145974
  nChanged 289
		SP:Iteration 4Q (110820.760000 sec): 3 clusters
  Score: Raw -472224.496371 + Penalty 2818.669257 = -469405.827114
  nChanged 227
		SP:Iteration 5Q (110820.910000 sec): 3 clusters
  Score: Raw -472347.468301 + Penalty 2818.669257 = -469528.799044
  nChanged 224
		SP:Iteration 6Q (110821.060000 sec): 3 clusters
  Score: Raw -472475.835183 + Penalty 2818.669257 = -469657.165926
  nChanged 203
		SP:Iteration 7Q (110821.220000 sec): 3 clusters
  Score: Raw -472581.489737 + Penalty 2818.669257 = -469762.820480
  nChanged 176
		SP:Iteration 8Q (110821.390000 sec): 3 clusters
  Score: Raw -472682.235246 + Penalty 2818.669257 = -469863.565990
  nChanged 172
		SP:Iteration 9Q (110821.550000 sec): 3 clusters
  Score: Raw -472788.970678 + Penalty 2818.669257 = -469970.301421
  nChanged 166
		SP:Iteration 10Q (110821.720000 sec): 3 clusters
  Score: Raw -472907.874404 + Penalty 2818.669257 = -470089.205147
  nChanged 163
		SP:Iteration 11Q (110821.890000 sec): 3 clusters
  Score: Raw -473033.491302 + Penalty 2818.669257 = -470214.822045
  nChanged 164
		SP:Iteration 12Q (110822.060000 sec): 3 clusters
  Score: Raw -473158.487085 + Penalty 2818.669257 = -470339.817828
  nChanged 121
		SP:Iteration 13Q (110822.220000 sec): 3 clusters
  Score: Raw -473263.050158 + Penalty 2818.669257 = -470444.380901
  nChanged 125
		SP:Iteration 14Q (110822.400000 sec): 3 clusters
  Score: Raw -473359.027465 + Penalty 2818.669257 = -470540.358208
  nChanged 99
		SP:Iteration 15Q (110822.570000 sec): 3 clusters
  Score: Raw -473428.675183 + Penalty 2818.669257 = -470610.005926
  nChanged 85
		SP:Iteration 16Q (110822.740000 sec): 3 clusters
  Score: Raw -473488.328325 + Penalty 2818.669257 = -470669.659068
  nChanged 77
		SP:Iteration 17Q (110822.910000 sec): 3 clusters
  Score: Raw -473541.092573 + Penalty 2818.669257 = -470722.423316
  nChanged 66
		SP:Iteration 18Q (110823.070000 sec): 3 clusters
  Score: Raw -473577.719264 + Penalty 2818.669257 = -470759.050007
  nChanged 49
		SP:Iteration 19Q (110823.270000 sec): 3 clusters
  Score: Raw -473603.162786 + Penalty 2818.669257 = -470784.493530
  nChanged 44
		SP:Iteration 20F (110823.390000 sec): 3 clusters
  Score: Raw -473625.720043 + Penalty 2818.669257 = -470807.050786
  nChanged 41
		SP:Iteration 21Q (110823.590000 sec): 3 clusters
  Score: Raw -473650.724758 + Penalty 2818.669257 = -470832.055501
  nChanged 31
		SP:Iteration 22Q (110823.730000 sec): 3 clusters
  Score: Raw -473664.788337 + Penalty 2818.669257 = -470846.119080
  nChanged 20
		SP:Iteration 23Q (110823.920000 sec): 3 clusters
  Score: Raw -473675.636702 + Penalty 2818.669257 = -470856.967445
  nChanged 25
		SP:Iteration 24Q (110824.100000 sec): 3 clusters
  Score: Raw -473688.235057 + Penalty 2818.669257 = -470869.565800
  nChanged 30
		SP:Iteration 25Q (110824.260000 sec): 3 clusters
  Score: Raw -473710.951671 + Penalty 2818.669257 = -470892.282414
  nChanged 31
		SP:Iteration 26Q (110824.420000 sec): 3 clusters
  Score: Raw -473728.561181 + Penalty 2818.669257 = -470909.891924
  nChanged 29
		SP:Iteration 27Q (110824.590000 sec): 3 clusters
  Score: Raw -473744.677707 + Penalty 2818.669257 = -470926.008451
  nChanged 26
		SP:Iteration 28Q (110824.750000 sec): 3 clusters
  Score: Raw -473758.579030 + Penalty 2818.669257 = -470939.909773
  nChanged 20
		SP:Iteration 29Q (110824.910000 sec): 3 clusters
  Score: Raw -473767.131254 + Penalty 2818.669257 = -470948.461997
  nChanged 19
		SP:Iteration 30Q (110825.080000 sec): 3 clusters
  Score: Raw -473779.751853 + Penalty 2818.669257 = -470961.082596
  nChanged 17
		SP:Iteration 31Q (110825.250000 sec): 3 clusters
  Score: Raw -473790.427490 + Penalty 2818.669257 = -470971.758233
  nChanged 18
		SP:Iteration 32Q (110825.410000 sec): 3 clusters
  Score: Raw -473802.097507 + Penalty 2818.669257 = -470983.428250
  nChanged 21
		SP:Iteration 33Q (110825.570000 sec): 3 clusters
  Score: Raw -473818.436556 + Penalty 2818.669257 = -470999.767299
  nChanged 24
		SP:Iteration 34Q (110825.740000 sec): 3 clusters
  Score: Raw -473840.425455 + Penalty 2818.669257 = -471021.756198
  nChanged 27
		SP:Iteration 35Q (110825.950000 sec): 3 clusters
  Score: Raw -473859.795873 + Penalty 2818.669257 = -471041.126616
  nChanged 20
		SP:Iteration 36Q (110826.110000 sec): 3 clusters
  Score: Raw -473872.173671 + Penalty 2818.669257 = -471053.504414
  nChanged 13
		SP:Iteration 37Q (110826.280000 sec): 3 clusters
  Score: Raw -473880.882397 + Penalty 2818.669257 = -471062.213140
  nChanged 10
		SP:Iteration 38Q (110826.470000 sec): 3 clusters
  Score: Raw -473888.619799 + Penalty 2818.669257 = -471069.950542
  nChanged 15
		SP:Iteration 39Q (110826.620000 sec): 3 clusters
  Score: Raw -473896.272357 + Penalty 2818.669257 = -471077.603100
  nChanged 5
		SP:Iteration 40F (110826.830000 sec): 3 clusters
  Score: Raw -473897.955932 + Penalty 2818.669257 = -471079.286675
  nChanged 3
		SP:Iteration 41Q (110827.050000 sec): 3 clusters
  Score: Raw -473898.809206 + Penalty 2818.669257 = -471080.139949
  nChanged 1
		SP:Iteration 42Q (110827.190000 sec): 3 clusters
  Score: Raw -473899.211175 + Penalty 2818.669257 = -471080.541918
  nChanged 0
		SP:Iteration 43F (110827.350000 sec): 3 clusters
  Score: Raw -473899.211175 + Penalty 2818.669257 = -471080.541918
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 54 (25835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110827.560000 sec): 2 clusters
  Score: Raw -2113175.035728 + Penalty 1650.916384 = -2111524.119344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110827.930000 sec): 3 clusters
  Score: Raw -2097373.053872 + Penalty 3301.832768 = -2094071.221104
  nChanged 11846
		SP:Iteration 1F (110828.270000 sec): 3 clusters
  Score: Raw -2104285.817891 + Penalty 3301.832768 = -2100983.985123
  nChanged 1372
		SP:Iteration 2F (110828.610000 sec): 3 clusters
  Score: Raw -2104905.622263 + Penalty 3301.832768 = -2101603.789495
  nChanged 1453
		SP:Iteration 3F (110828.970000 sec): 3 clusters
  Score: Raw -2105702.448601 + Penalty 3301.832768 = -2102400.615833
  nChanged 1635
		SP:Iteration 4F (110829.330000 sec): 3 clusters
  Score: Raw -2106739.502771 + Penalty 3301.832768 = -2103437.670003
  nChanged 1658
		SP:Iteration 5F (110829.680000 sec): 3 clusters
  Score: Raw -2107842.409430 + Penalty 3301.832768 = -2104540.576662
  nChanged 1601
		SP:Iteration 6F (110830.040000 sec): 3 clusters
  Score: Raw -2108814.814835 + Penalty 3301.832768 = -2105512.982067
  nChanged 1397
		SP:Iteration 7F (110830.400000 sec): 3 clusters
  Score: Raw -2109611.588865 + Penalty 3301.832768 = -2106309.756097
  nChanged 1172
		SP:Iteration 8Q (110830.790000 sec): 3 clusters
  Score: Raw -2110198.621094 + Penalty 3301.832768 = -2106896.788326
  nChanged 934
		SP:Iteration 9Q (110831.140000 sec): 3 clusters
  Score: Raw -2110623.156242 + Penalty 3301.832768 = -2107321.323474
  nChanged 809
		SP:Iteration 10Q (110831.490000 sec): 3 clusters
  Score: Raw -2110948.638907 + Penalty 3301.832768 = -2107646.806138
  nChanged 606
		SP:Iteration 11Q (110831.850000 sec): 3 clusters
  Score: Raw -2111156.891017 + Penalty 3301.832768 = -2107855.058248
  nChanged 528
		SP:Iteration 12Q (110832.170000 sec): 3 clusters
  Score: Raw -2111314.835036 + Penalty 3301.832768 = -2108013.002268
  nChanged 416
		SP:Iteration 13Q (110832.500000 sec): 3 clusters
  Score: Raw -2111421.282470 + Penalty 3301.832768 = -2108119.449702
  nChanged 361
		SP:Iteration 14Q (110832.830000 sec): 3 clusters
  Score: Raw -2111506.371986 + Penalty 3301.832768 = -2108204.539218
  nChanged 300
		SP:Iteration 15Q (110833.160000 sec): 3 clusters
  Score: Raw -2111572.193537 + Penalty 3301.832768 = -2108270.360769
  nChanged 284
		SP:Iteration 16Q (110833.490000 sec): 3 clusters
  Score: Raw -2111636.439344 + Penalty 3301.832768 = -2108334.606576
  nChanged 268
		SP:Iteration 17Q (110833.810000 sec): 3 clusters
  Score: Raw -2111699.388138 + Penalty 3301.832768 = -2108397.555369
  nChanged 268
		SP:Iteration 18Q (110834.130000 sec): 3 clusters
  Score: Raw -2111759.371498 + Penalty 3301.832768 = -2108457.538730
  nChanged 264
		SP:Iteration 19Q (110834.480000 sec): 3 clusters
  Score: Raw -2111814.294663 + Penalty 3301.832768 = -2108512.461895
  nChanged 248
		SP:Iteration 20F (110834.830000 sec): 3 clusters
  Score: Raw -2111868.878322 + Penalty 3301.832768 = -2108567.045553
  nChanged 238
		SP:Iteration 21Q (110835.190000 sec): 3 clusters
  Score: Raw -2111923.443983 + Penalty 3301.832768 = -2108621.611214
  nChanged 249
		SP:Iteration 22Q (110835.530000 sec): 3 clusters
  Score: Raw -2111977.897884 + Penalty 3301.832768 = -2108676.065115
  nChanged 247
		SP:Iteration 23Q (110835.880000 sec): 3 clusters
  Score: Raw -2112025.472414 + Penalty 3301.832768 = -2108723.639646
  nChanged 216
		SP:Iteration 24Q (110836.250000 sec): 3 clusters
  Score: Raw -2112065.110707 + Penalty 3301.832768 = -2108763.277938
  nChanged 210
		SP:Iteration 25Q (110836.610000 sec): 3 clusters
  Score: Raw -2112104.149590 + Penalty 3301.832768 = -2108802.316821
  nChanged 180
		SP:Iteration 26Q (110836.970000 sec): 3 clusters
  Score: Raw -2112133.416925 + Penalty 3301.832768 = -2108831.584157
  nChanged 169
		SP:Iteration 27Q (110837.380000 sec): 3 clusters
  Score: Raw -2112161.809363 + Penalty 3301.832768 = -2108859.976595
  nChanged 167
		SP:Iteration 28Q (110837.700000 sec): 3 clusters
  Score: Raw -2112190.552518 + Penalty 3301.832768 = -2108888.719750
  nChanged 168
		SP:Iteration 29Q (110838.040000 sec): 3 clusters
  Score: Raw -2112215.642491 + Penalty 3301.832768 = -2108913.809722
  nChanged 149
		SP:Iteration 30Q (110838.410000 sec): 3 clusters
  Score: Raw -2112234.792060 + Penalty 3301.832768 = -2108932.959292
  nChanged 127
		SP:Iteration 31Q (110838.770000 sec): 3 clusters
  Score: Raw -2112250.823256 + Penalty 3301.832768 = -2108948.990488
  nChanged 114
		SP:Iteration 32Q (110839.120000 sec): 3 clusters
  Score: Raw -2112263.740386 + Penalty 3301.832768 = -2108961.907618
  nChanged 93
		SP:Iteration 33Q (110839.450000 sec): 3 clusters
  Score: Raw -2112272.979331 + Penalty 3301.832768 = -2108971.146563
  nChanged 79
		SP:Iteration 34Q (110839.790000 sec): 3 clusters
  Score: Raw -2112280.925499 + Penalty 3301.832768 = -2108979.092730
  nChanged 80
		SP:Iteration 35Q (110840.150000 sec): 3 clusters
  Score: Raw -2112287.967301 + Penalty 3301.832768 = -2108986.134533
  nChanged 69
		SP:Iteration 36Q (110840.500000 sec): 3 clusters
  Score: Raw -2112294.691461 + Penalty 3301.832768 = -2108992.858693
  nChanged 56
		SP:Iteration 37Q (110840.850000 sec): 3 clusters
  Score: Raw -2112300.024105 + Penalty 3301.832768 = -2108998.191337
  nChanged 62
		SP:Iteration 38Q (110841.210000 sec): 3 clusters
  Score: Raw -2112305.800042 + Penalty 3301.832768 = -2109003.967274
  nChanged 48
		SP:Iteration 39Q (110841.560000 sec): 3 clusters
  Score: Raw -2112309.021416 + Penalty 3301.832768 = -2109007.188648
  nChanged 41
		SP:Iteration 40F (110841.910000 sec): 3 clusters
  Score: Raw -2112311.402122 + Penalty 3301.832768 = -2109009.569353
  nChanged 28
		SP:Iteration 41Q (110842.260000 sec): 3 clusters
  Score: Raw -2112313.314956 + Penalty 3301.832768 = -2109011.482188
  nChanged 28
		SP:Iteration 42Q (110842.610000 sec): 3 clusters
  Score: Raw -2112315.088424 + Penalty 3301.832768 = -2109013.255656
  nChanged 26
		SP:Iteration 43Q (110842.970000 sec): 3 clusters
  Score: Raw -2112316.835994 + Penalty 3301.832768 = -2109015.003226
  nChanged 23
		SP:Iteration 44Q (110843.320000 sec): 3 clusters
  Score: Raw -2112318.113472 + Penalty 3301.832768 = -2109016.280704
  nChanged 29
		SP:Iteration 45Q (110843.680000 sec): 3 clusters
  Score: Raw -2112319.675686 + Penalty 3301.832768 = -2109017.842918
  nChanged 21
		SP:Iteration 46Q (110844.010000 sec): 3 clusters
  Score: Raw -2112320.834592 + Penalty 3301.832768 = -2109019.001824
  nChanged 17
		SP:Iteration 47Q (110844.370000 sec): 3 clusters
  Score: Raw -2112321.912637 + Penalty 3301.832768 = -2109020.079868
  nChanged 22
		SP:Iteration 48Q (110844.710000 sec): 3 clusters
  Score: Raw -2112322.925620 + Penalty 3301.832768 = -2109021.092852
  nChanged 18
		SP:Iteration 49Q (110845.070000 sec): 3 clusters
  Score: Raw -2112323.955399 + Penalty 3301.832768 = -2109022.122630
  nChanged 20
		SP:Iteration 50Q (110845.460000 sec): 3 clusters
  Score: Raw -2112325.097830 + Penalty 3301.832768 = -2109023.265062
  nChanged 18
		SP:Iteration 51Q (110845.840000 sec): 3 clusters
  Score: Raw -2112326.105673 + Penalty 3301.832768 = -2109024.272905
  nChanged 12
		SP:Iteration 52Q (110846.240000 sec): 3 clusters
  Score: Raw -2112326.542079 + Penalty 3301.832768 = -2109024.709310
  nChanged 9
		SP:Iteration 53Q (110846.600000 sec): 3 clusters
  Score: Raw -2112327.010300 + Penalty 3301.832768 = -2109025.177532
  nChanged 8
		SP:Iteration 54Q (110846.990000 sec): 3 clusters
  Score: Raw -2112327.421892 + Penalty 3301.832768 = -2109025.589124
  nChanged 17
		SP:Iteration 55Q (110847.370000 sec): 3 clusters
  Score: Raw -2112328.303894 + Penalty 3301.832768 = -2109026.471126
  nChanged 19
		SP:Iteration 56Q (110847.770000 sec): 3 clusters
  Score: Raw -2112329.497597 + Penalty 3301.832768 = -2109027.664829
  nChanged 23
		SP:Iteration 57Q (110848.090000 sec): 3 clusters
  Score: Raw -2112330.989559 + Penalty 3301.832768 = -2109029.156791
  nChanged 21
		SP:Iteration 58Q (110848.450000 sec): 3 clusters
  Score: Raw -2112332.504553 + Penalty 3301.832768 = -2109030.671785
  nChanged 23
		SP:Iteration 59Q (110848.840000 sec): 3 clusters
  Score: Raw -2112333.915690 + Penalty 3301.832768 = -2109032.082922
  nChanged 25
		SP:Iteration 60F (110849.250000 sec): 3 clusters
  Score: Raw -2112335.197382 + Penalty 3301.832768 = -2109033.364614
  nChanged 26
		SP:Iteration 61Q (110849.630000 sec): 3 clusters
  Score: Raw -2112336.595642 + Penalty 3301.832768 = -2109034.762873
  nChanged 19
		SP:Iteration 62Q (110849.990000 sec): 3 clusters
  Score: Raw -2112337.367599 + Penalty 3301.832768 = -2109035.534831
  nChanged 15
		SP:Iteration 63Q (110850.390000 sec): 3 clusters
  Score: Raw -2112338.099539 + Penalty 3301.832768 = -2109036.266771
  nChanged 14
		SP:Iteration 64Q (110850.750000 sec): 3 clusters
  Score: Raw -2112338.698038 + Penalty 3301.832768 = -2109036.865270
  nChanged 9
		SP:Iteration 65Q (110851.130000 sec): 3 clusters
  Score: Raw -2112338.943778 + Penalty 3301.832768 = -2109037.111009
  nChanged 6
		SP:Iteration 66Q (110851.490000 sec): 3 clusters
  Score: Raw -2112339.166444 + Penalty 3301.832768 = -2109037.333675
  nChanged 7
		SP:Iteration 67Q (110851.860000 sec): 3 clusters
  Score: Raw -2112339.506473 + Penalty 3301.832768 = -2109037.673705
  nChanged 11
		SP:Iteration 68Q (110852.270000 sec): 3 clusters
  Score: Raw -2112340.008038 + Penalty 3301.832768 = -2109038.175270
  nChanged 14
		SP:Iteration 69Q (110852.630000 sec): 3 clusters
  Score: Raw -2112340.983119 + Penalty 3301.832768 = -2109039.150351
  nChanged 22
		SP:Iteration 70Q (110852.990000 sec): 3 clusters
  Score: Raw -2112342.184318 + Penalty 3301.832768 = -2109040.351550
  nChanged 18
		SP:Iteration 71Q (110853.350000 sec): 3 clusters
  Score: Raw -2112343.266347 + Penalty 3301.832768 = -2109041.433578
  nChanged 19
		SP:Iteration 72Q (110853.740000 sec): 3 clusters
  Score: Raw -2112344.165369 + Penalty 3301.832768 = -2109042.332601
  nChanged 16
		SP:Iteration 73Q (110854.140000 sec): 3 clusters
  Score: Raw -2112344.829273 + Penalty 3301.832768 = -2109042.996505
  nChanged 16
		SP:Iteration 74Q (110854.520000 sec): 3 clusters
  Score: Raw -2112345.850844 + Penalty 3301.832768 = -2109044.018075
  nChanged 20
		SP:Iteration 75Q (110854.930000 sec): 3 clusters
  Score: Raw -2112347.223598 + Penalty 3301.832768 = -2109045.390829
  nChanged 24
		SP:Iteration 76Q (110855.320000 sec): 3 clusters
  Score: Raw -2112349.109422 + Penalty 3301.832768 = -2109047.276653
  nChanged 18
		SP:Iteration 77Q (110855.650000 sec): 3 clusters
  Score: Raw -2112351.174513 + Penalty 3301.832768 = -2109049.341745
  nChanged 32
		SP:Iteration 78Q (110856.030000 sec): 3 clusters
  Score: Raw -2112353.356136 + Penalty 3301.832768 = -2109051.523367
  nChanged 29
		SP:Iteration 79Q (110856.400000 sec): 3 clusters
  Score: Raw -2112355.158574 + Penalty 3301.832768 = -2109053.325806
  nChanged 30
		SP:Iteration 80F (110856.730000 sec): 3 clusters
  Score: Raw -2112356.762549 + Penalty 3301.832768 = -2109054.929781
  nChanged 24
		SP:Iteration 81Q (110857.090000 sec): 3 clusters
  Score: Raw -2112358.130378 + Penalty 3301.832768 = -2109056.297610
  nChanged 29
		SP:Iteration 82Q (110857.450000 sec): 3 clusters
  Score: Raw -2112360.022288 + Penalty 3301.832768 = -2109058.189519
  nChanged 23
		SP:Iteration 83Q (110857.810000 sec): 3 clusters
  Score: Raw -2112361.589504 + Penalty 3301.832768 = -2109059.756736
  nChanged 25
		SP:Iteration 84Q (110858.170000 sec): 3 clusters
  Score: Raw -2112362.719774 + Penalty 3301.832768 = -2109060.887005
  nChanged 16
		SP:Iteration 85Q (110858.570000 sec): 3 clusters
  Score: Raw -2112363.397995 + Penalty 3301.832768 = -2109061.565227
  nChanged 15
		SP:Iteration 86Q (110858.930000 sec): 3 clusters
  Score: Raw -2112364.019961 + Penalty 3301.832768 = -2109062.187193
  nChanged 9
		SP:Iteration 87Q (110859.280000 sec): 3 clusters
  Score: Raw -2112364.352186 + Penalty 3301.832768 = -2109062.519417
  nChanged 5
		SP:Iteration 88Q (110859.640000 sec): 3 clusters
  Score: Raw -2112364.475974 + Penalty 3301.832768 = -2109062.643206
  nChanged 3
		SP:Iteration 89Q (110860.000000 sec): 3 clusters
  Score: Raw -2112364.587161 + Penalty 3301.832768 = -2109062.754393
  nChanged 3
		SP:Iteration 90Q (110860.360000 sec): 3 clusters
  Score: Raw -2112364.690879 + Penalty 3301.832768 = -2109062.858111
  nChanged 2
		SP:Iteration 91Q (110860.720000 sec): 3 clusters
  Score: Raw -2112364.745456 + Penalty 3301.832768 = -2109062.912688
  nChanged 2
		SP:Iteration 92Q (110861.060000 sec): 3 clusters
  Score: Raw -2112364.866753 + Penalty 3301.832768 = -2109063.033985
  nChanged 6
		SP:Iteration 93Q (110861.410000 sec): 3 clusters
  Score: Raw -2112365.283537 + Penalty 3301.832768 = -2109063.450769
  nChanged 9
		SP:Iteration 94Q (110861.760000 sec): 3 clusters
  Score: Raw -2112365.536363 + Penalty 3301.832768 = -2109063.703595
  nChanged 5
		SP:Iteration 95Q (110862.100000 sec): 3 clusters
  Score: Raw -2112365.692705 + Penalty 3301.832768 = -2109063.859937
  nChanged 9
		SP:Iteration 96Q (110862.480000 sec): 3 clusters
  Score: Raw -2112366.109740 + Penalty 3301.832768 = -2109064.276972
  nChanged 6
		SP:Iteration 97Q (110862.860000 sec): 3 clusters
  Score: Raw -2112366.261113 + Penalty 3301.832768 = -2109064.428345
  nChanged 3
		SP:Iteration 98Q (110863.230000 sec): 3 clusters
  Score: Raw -2112366.342199 + Penalty 3301.832768 = -2109064.509431
  nChanged 1
		SP:Iteration 99Q (110863.600000 sec): 3 clusters
  Score: Raw -2112366.397065 + Penalty 3301.832768 = -2109064.564297
  nChanged 1
		SP:Iteration 100F (110863.960000 sec): 3 clusters
  Score: Raw -2112366.450012 + Penalty 3301.832768 = -2109064.617244
  nChanged 3
		SP:Iteration 101Q (110864.340000 sec): 3 clusters
  Score: Raw -2112366.559099 + Penalty 3301.832768 = -2109064.726331
  nChanged 1
		SP:Iteration 102Q (110864.700000 sec): 3 clusters
  Score: Raw -2112366.567310 + Penalty 3301.832768 = -2109064.734541
  nChanged 1
		SP:Iteration 103Q (110865.100000 sec): 3 clusters
  Score: Raw -2112366.582262 + Penalty 3301.832768 = -2109064.749494
  nChanged 0
		SP:Iteration 104F (110865.480000 sec): 3 clusters
  Score: Raw -2112366.582262 + Penalty 3301.832768 = -2109064.749494
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 55 (3869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110865.540000 sec): 2 clusters
  Score: Raw -289490.068200 + Penalty 1342.372095 = -288147.696105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110865.720000 sec): 3 clusters
  Score: Raw -287614.378063 + Penalty 2684.744190 = -284929.633873
  nChanged 1530
		SP:Iteration 1F (110865.890000 sec): 3 clusters
  Score: Raw -288565.275005 + Penalty 2684.744190 = -285880.530814
  nChanged 326
		SP:Iteration 2F (110866.060000 sec): 3 clusters
  Score: Raw -288816.406463 + Penalty 2684.744190 = -286131.662273
  nChanged 261
		SP:Iteration 3F (110866.240000 sec): 3 clusters
  Score: Raw -289015.447233 + Penalty 2684.744190 = -286330.703042
  nChanged 230
		SP:Iteration 4F (110866.420000 sec): 3 clusters
  Score: Raw -289186.996209 + Penalty 2684.744190 = -286502.252019
  nChanged 195
		SP:Iteration 5F (110866.590000 sec): 3 clusters
  Score: Raw -289352.813414 + Penalty 2684.744190 = -286668.069224
  nChanged 176
		SP:Iteration 6Q (110866.770000 sec): 3 clusters
  Score: Raw -289490.586982 + Penalty 2684.744190 = -286805.842791
  nChanged 152
		SP:Iteration 7Q (110866.940000 sec): 3 clusters
  Score: Raw -289604.897440 + Penalty 2684.744190 = -286920.153250
  nChanged 125
		SP:Iteration 8Q (110867.120000 sec): 3 clusters
  Score: Raw -289694.702380 + Penalty 2684.744190 = -287009.958190
  nChanged 101
		SP:Iteration 9Q (110867.300000 sec): 3 clusters
  Score: Raw -289771.411920 + Penalty 2684.744190 = -287086.667730
  nChanged 94
		SP:Iteration 10Q (110867.470000 sec): 3 clusters
  Score: Raw -289827.709295 + Penalty 2684.744190 = -287142.965105
  nChanged 71
		SP:Iteration 11Q (110867.650000 sec): 3 clusters
  Score: Raw -289859.403540 + Penalty 2684.744190 = -287174.659349
  nChanged 54
		SP:Iteration 12Q (110867.820000 sec): 3 clusters
  Score: Raw -289879.118073 + Penalty 2684.744190 = -287194.373882
  nChanged 34
		SP:Iteration 13Q (110868.000000 sec): 3 clusters
  Score: Raw -289892.253296 + Penalty 2684.744190 = -287207.509106
  nChanged 38
		SP:Iteration 14Q (110868.180000 sec): 3 clusters
  Score: Raw -289906.809614 + Penalty 2684.744190 = -287222.065424
  nChanged 32
		SP:Iteration 15Q (110868.350000 sec): 3 clusters
  Score: Raw -289920.460392 + Penalty 2684.744190 = -287235.716202
  nChanged 34
		SP:Iteration 16Q (110868.520000 sec): 3 clusters
  Score: Raw -289932.176922 + Penalty 2684.744190 = -287247.432731
  nChanged 20
		SP:Iteration 17Q (110868.700000 sec): 3 clusters
  Score: Raw -289939.996504 + Penalty 2684.744190 = -287255.252313
  nChanged 25
		SP:Iteration 18Q (110868.870000 sec): 3 clusters
  Score: Raw -289949.041499 + Penalty 2684.744190 = -287264.297309
  nChanged 25
		SP:Iteration 19Q (110869.040000 sec): 3 clusters
  Score: Raw -289957.869757 + Penalty 2684.744190 = -287273.125566
  nChanged 26
		SP:Iteration 20F (110869.220000 sec): 3 clusters
  Score: Raw -289966.610186 + Penalty 2684.744190 = -287281.865995
  nChanged 24
		SP:Iteration 21Q (110869.400000 sec): 3 clusters
  Score: Raw -289973.808355 + Penalty 2684.744190 = -287289.064165
  nChanged 18
		SP:Iteration 22Q (110869.570000 sec): 3 clusters
  Score: Raw -289978.388565 + Penalty 2684.744190 = -287293.644375
  nChanged 12
		SP:Iteration 23Q (110869.750000 sec): 3 clusters
  Score: Raw -289981.287455 + Penalty 2684.744190 = -287296.543265
  nChanged 16
		SP:Iteration 24Q (110869.920000 sec): 3 clusters
  Score: Raw -289986.596011 + Penalty 2684.744190 = -287301.851821
  nChanged 9
		SP:Iteration 25Q (110870.100000 sec): 3 clusters
  Score: Raw -289989.000714 + Penalty 2684.744190 = -287304.256524
  nChanged 4
		SP:Iteration 26Q (110870.280000 sec): 3 clusters
  Score: Raw -289990.244897 + Penalty 2684.744190 = -287305.500707
  nChanged 5
		SP:Iteration 27Q (110870.450000 sec): 3 clusters
  Score: Raw -289991.567579 + Penalty 2684.744190 = -287306.823388
  nChanged 2
		SP:Iteration 28Q (110870.630000 sec): 3 clusters
  Score: Raw -289992.109908 + Penalty 2684.744190 = -287307.365718
  nChanged 0
		SP:Iteration 29F (110870.800000 sec): 3 clusters
  Score: Raw -289992.109908 + Penalty 2684.744190 = -287307.365718
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 56 (4867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110870.910000 sec): 2 clusters
  Score: Raw -357445.636301 + Penalty 1379.662864 = -356065.973437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110871.070000 sec): 3 clusters
  Score: Raw -355003.578249 + Penalty 2759.325728 = -352244.252521
  nChanged 1970
		SP:Iteration 1F (110871.230000 sec): 3 clusters
  Score: Raw -356301.388985 + Penalty 2759.325728 = -353542.063257
  nChanged 488
		SP:Iteration 2F (110871.400000 sec): 3 clusters
  Score: Raw -356740.102612 + Penalty 2759.325728 = -353980.776884
  nChanged 377
		SP:Iteration 3F (110871.570000 sec): 3 clusters
  Score: Raw -357079.817709 + Penalty 2759.325728 = -354320.491981
  nChanged 297
		SP:Iteration 4F (110871.750000 sec): 3 clusters
  Score: Raw -357357.979532 + Penalty 2759.325728 = -354598.653804
  nChanged 239
		SP:Iteration 5Q (110871.920000 sec): 3 clusters
  Score: Raw -357539.795362 + Penalty 2759.325728 = -354780.469634
  nChanged 181
		SP:Iteration 6Q (110872.100000 sec): 3 clusters
  Score: Raw -357667.711358 + Penalty 2759.325728 = -354908.385630
  nChanged 161
		SP:Iteration 7Q (110872.270000 sec): 3 clusters
  Score: Raw -357767.357840 + Penalty 2759.325728 = -355008.032112
  nChanged 123
		SP:Iteration 8Q (110872.450000 sec): 3 clusters
  Score: Raw -357832.998825 + Penalty 2759.325728 = -355073.673097
  nChanged 94
		SP:Iteration 9Q (110872.620000 sec): 3 clusters
  Score: Raw -357870.954171 + Penalty 2759.325728 = -355111.628443
  nChanged 61
		SP:Iteration 10Q (110872.800000 sec): 3 clusters
  Score: Raw -357891.184029 + Penalty 2759.325728 = -355131.858301
  nChanged 47
		SP:Iteration 11Q (110872.970000 sec): 3 clusters
  Score: Raw -357902.736049 + Penalty 2759.325728 = -355143.410321
  nChanged 30
		SP:Iteration 12Q (110873.150000 sec): 3 clusters
  Score: Raw -357909.609153 + Penalty 2759.325728 = -355150.283425
  nChanged 22
		SP:Iteration 13Q (110873.320000 sec): 3 clusters
  Score: Raw -357915.825883 + Penalty 2759.325728 = -355156.500155
  nChanged 18
		SP:Iteration 14Q (110873.500000 sec): 3 clusters
  Score: Raw -357920.150239 + Penalty 2759.325728 = -355160.824511
  nChanged 17
		SP:Iteration 15Q (110873.670000 sec): 3 clusters
  Score: Raw -357924.374923 + Penalty 2759.325728 = -355165.049195
  nChanged 19
		SP:Iteration 16Q (110873.850000 sec): 3 clusters
  Score: Raw -357931.157876 + Penalty 2759.325728 = -355171.832148
  nChanged 22
		SP:Iteration 17Q (110874.020000 sec): 3 clusters
  Score: Raw -357938.745819 + Penalty 2759.325728 = -355179.420091
  nChanged 30
		SP:Iteration 18Q (110874.200000 sec): 3 clusters
  Score: Raw -357946.684021 + Penalty 2759.325728 = -355187.358293
  nChanged 30
		SP:Iteration 19Q (110874.370000 sec): 3 clusters
  Score: Raw -357955.443209 + Penalty 2759.325728 = -355196.117481
  nChanged 24
		SP:Iteration 20F (110874.550000 sec): 3 clusters
  Score: Raw -357960.837207 + Penalty 2759.325728 = -355201.511479
  nChanged 22
		SP:Iteration 21Q (110874.720000 sec): 3 clusters
  Score: Raw -357966.090546 + Penalty 2759.325728 = -355206.764818
  nChanged 16
		SP:Iteration 22Q (110874.900000 sec): 3 clusters
  Score: Raw -357970.608072 + Penalty 2759.325728 = -355211.282344
  nChanged 18
		SP:Iteration 23Q (110875.070000 sec): 3 clusters
  Score: Raw -357974.288562 + Penalty 2759.325728 = -355214.962834
  nChanged 13
		SP:Iteration 24Q (110875.250000 sec): 3 clusters
  Score: Raw -357976.074173 + Penalty 2759.325728 = -355216.748445
  nChanged 10
		SP:Iteration 25Q (110875.420000 sec): 3 clusters
  Score: Raw -357977.648107 + Penalty 2759.325728 = -355218.322379
  nChanged 6
		SP:Iteration 26Q (110875.600000 sec): 3 clusters
  Score: Raw -357979.121811 + Penalty 2759.325728 = -355219.796083
  nChanged 2
		SP:Iteration 27Q (110875.770000 sec): 3 clusters
  Score: Raw -357979.512104 + Penalty 2759.325728 = -355220.186375
  nChanged 6
		SP:Iteration 28Q (110875.950000 sec): 3 clusters
  Score: Raw -357980.657989 + Penalty 2759.325728 = -355221.332261
  nChanged 3
		SP:Iteration 29Q (110876.120000 sec): 3 clusters
  Score: Raw -357981.772468 + Penalty 2759.325728 = -355222.446740
  nChanged 3
		SP:Iteration 30Q (110876.300000 sec): 3 clusters
  Score: Raw -357982.584665 + Penalty 2759.325728 = -355223.258937
  nChanged 3
		SP:Iteration 31Q (110876.510000 sec): 3 clusters
  Score: Raw -357983.224099 + Penalty 2759.325728 = -355223.898371
  nChanged 2
		SP:Iteration 32Q (110876.690000 sec): 3 clusters
  Score: Raw -357983.715982 + Penalty 2759.325728 = -355224.390254
  nChanged 3
		SP:Iteration 33Q (110876.860000 sec): 3 clusters
  Score: Raw -357984.233112 + Penalty 2759.325728 = -355224.907384
  nChanged 4
		SP:Iteration 34Q (110877.040000 sec): 3 clusters
  Score: Raw -357985.047914 + Penalty 2759.325728 = -355225.722186
  nChanged 9
		SP:Iteration 35Q (110877.220000 sec): 3 clusters
  Score: Raw -357987.023651 + Penalty 2759.325728 = -355227.697922
  nChanged 10
		SP:Iteration 36Q (110877.390000 sec): 3 clusters
  Score: Raw -357989.636752 + Penalty 2759.325728 = -355230.311024
  nChanged 8
		SP:Iteration 37Q (110877.560000 sec): 3 clusters
  Score: Raw -357991.784268 + Penalty 2759.325728 = -355232.458539
  nChanged 6
		SP:Iteration 38Q (110877.780000 sec): 3 clusters
  Score: Raw -357992.688034 + Penalty 2759.325728 = -355233.362306
  nChanged 2
		SP:Iteration 39Q (110877.960000 sec): 3 clusters
  Score: Raw -357993.174841 + Penalty 2759.325728 = -355233.849112
  nChanged 4
		SP:Iteration 40F (110878.140000 sec): 3 clusters
  Score: Raw -357994.004338 + Penalty 2759.325728 = -355234.678610
  nChanged 6
		SP:Iteration 41Q (110878.280000 sec): 3 clusters
  Score: Raw -357995.012718 + Penalty 2759.325728 = -355235.686989
  nChanged 6
		SP:Iteration 42Q (110878.450000 sec): 3 clusters
  Score: Raw -357996.343796 + Penalty 2759.325728 = -355237.018068
  nChanged 5
		SP:Iteration 43Q (110878.620000 sec): 3 clusters
  Score: Raw -357997.343146 + Penalty 2759.325728 = -355238.017418
  nChanged 3
		SP:Iteration 44Q (110878.800000 sec): 3 clusters
  Score: Raw -357997.841027 + Penalty 2759.325728 = -355238.515299
  nChanged 3
		SP:Iteration 45Q (110878.980000 sec): 3 clusters
  Score: Raw -357998.381827 + Penalty 2759.325728 = -355239.056099
  nChanged 3
		SP:Iteration 46Q (110879.150000 sec): 3 clusters
  Score: Raw -357998.974688 + Penalty 2759.325728 = -355239.648960
  nChanged 4
		SP:Iteration 47Q (110879.320000 sec): 3 clusters
  Score: Raw -357999.796868 + Penalty 2759.325728 = -355240.471140
  nChanged 1
		SP:Iteration 48Q (110879.500000 sec): 3 clusters
  Score: Raw -357999.869153 + Penalty 2759.325728 = -355240.543424
  nChanged 2
		SP:Iteration 49Q (110879.670000 sec): 3 clusters
  Score: Raw -358000.439504 + Penalty 2759.325728 = -355241.113775
  nChanged 3
		SP:Iteration 50Q (110879.840000 sec): 3 clusters
  Score: Raw -358000.829140 + Penalty 2759.325728 = -355241.503412
  nChanged 2
		SP:Iteration 51Q (110880.020000 sec): 3 clusters
  Score: Raw -358001.142509 + Penalty 2759.325728 = -355241.816781
  nChanged 2
		SP:Iteration 52Q (110880.200000 sec): 3 clusters
  Score: Raw -358001.487601 + Penalty 2759.325728 = -355242.161873
  nChanged 1
		SP:Iteration 53Q (110880.400000 sec): 3 clusters
  Score: Raw -358001.606821 + Penalty 2759.325728 = -355242.281093
  nChanged 1
		SP:Iteration 54Q (110880.560000 sec): 3 clusters
  Score: Raw -358001.762489 + Penalty 2759.325728 = -355242.436761
  nChanged 1
		SP:Iteration 55Q (110880.730000 sec): 3 clusters
  Score: Raw -358002.558689 + Penalty 2759.325728 = -355243.232960
  nChanged 0
		SP:Iteration 56F (110880.900000 sec): 3 clusters
  Score: Raw -358002.558689 + Penalty 2759.325728 = -355243.232960
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 57 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110880.970000 sec): 2 clusters
  Score: Raw -30630.179858 + Penalty 960.504455 = -29669.675403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110881.150000 sec): 3 clusters
  Score: Raw -30643.511343 + Penalty 1921.008909 = -28722.502433
  nChanged 68
		SP:Iteration 1F (110881.320000 sec): 3 clusters
  Score: Raw -30796.215034 + Penalty 1921.008909 = -28875.206124
  nChanged 11
		SP:Iteration 2Q (110881.500000 sec): 3 clusters
  Score: Raw -30819.670213 + Penalty 1921.008909 = -28898.661304
  nChanged 6
		SP:Iteration 3Q (110881.630000 sec): 3 clusters
  Score: Raw -30827.906437 + Penalty 1921.008909 = -28906.897527
  nChanged 3
		SP:Iteration 4Q (110881.810000 sec): 3 clusters
  Score: Raw -30833.775047 + Penalty 1921.008909 = -28912.766138
  nChanged 0
		SP:Iteration 5F (110881.980000 sec): 3 clusters
  Score: Raw -30833.775047 + Penalty 1921.008909 = -28912.766138
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 58 (5209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110882.110000 sec): 2 clusters
  Score: Raw -442517.030189 + Penalty 1390.698266 = -441126.331923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110882.320000 sec): 3 clusters
  Score: Raw -439778.497484 + Penalty 2781.396533 = -436997.100951
  nChanged 2122
		SP:Iteration 1F (110882.490000 sec): 3 clusters
  Score: Raw -440935.662200 + Penalty 2781.396533 = -438154.265667
  nChanged 398
		SP:Iteration 2F (110882.700000 sec): 3 clusters
  Score: Raw -441152.666681 + Penalty 2781.396533 = -438371.270148
  nChanged 312
		SP:Iteration 3F (110882.860000 sec): 3 clusters
  Score: Raw -441321.245208 + Penalty 2781.396533 = -438539.848675
  nChanged 244
		SP:Iteration 4Q (110883.000000 sec): 3 clusters
  Score: Raw -441471.299499 + Penalty 2781.396533 = -438689.902966
  nChanged 246
		SP:Iteration 5Q (110883.170000 sec): 3 clusters
  Score: Raw -441601.588651 + Penalty 2781.396533 = -438820.192118
  nChanged 208
		SP:Iteration 6Q (110883.340000 sec): 3 clusters
  Score: Raw -441717.485668 + Penalty 2781.396533 = -438936.089136
  nChanged 165
		SP:Iteration 7Q (110883.520000 sec): 3 clusters
  Score: Raw -441803.948130 + Penalty 2781.396533 = -439022.551597
  nChanged 153
		SP:Iteration 8Q (110883.690000 sec): 3 clusters
  Score: Raw -441882.428918 + Penalty 2781.396533 = -439101.032385
  nChanged 155
		SP:Iteration 9Q (110883.890000 sec): 3 clusters
  Score: Raw -441972.639640 + Penalty 2781.396533 = -439191.243107
  nChanged 154
		SP:Iteration 10Q (110884.050000 sec): 3 clusters
  Score: Raw -442065.832773 + Penalty 2781.396533 = -439284.436240
  nChanged 138
		SP:Iteration 11Q (110884.220000 sec): 3 clusters
  Score: Raw -442147.359182 + Penalty 2781.396533 = -439365.962649
  nChanged 134
		SP:Iteration 12Q (110884.400000 sec): 3 clusters
  Score: Raw -442226.899692 + Penalty 2781.396533 = -439445.503159
  nChanged 147
		SP:Iteration 13Q (110884.570000 sec): 3 clusters
  Score: Raw -442301.373070 + Penalty 2781.396533 = -439519.976538
  nChanged 132
		SP:Iteration 14Q (110884.740000 sec): 3 clusters
  Score: Raw -442377.333565 + Penalty 2781.396533 = -439595.937032
  nChanged 122
		SP:Iteration 15Q (110884.950000 sec): 3 clusters
  Score: Raw -442432.247121 + Penalty 2781.396533 = -439650.850588
  nChanged 96
		SP:Iteration 16Q (110885.120000 sec): 3 clusters
  Score: Raw -442492.226758 + Penalty 2781.396533 = -439710.830225
  nChanged 118
		SP:Iteration 17Q (110885.330000 sec): 3 clusters
  Score: Raw -442563.954094 + Penalty 2781.396533 = -439782.557561
  nChanged 103
		SP:Iteration 18Q (110885.500000 sec): 3 clusters
  Score: Raw -442618.211462 + Penalty 2781.396533 = -439836.814929
  nChanged 88
		SP:Iteration 19Q (110885.680000 sec): 3 clusters
  Score: Raw -442657.640232 + Penalty 2781.396533 = -439876.243699
  nChanged 64
		SP:Iteration 20F (110885.850000 sec): 3 clusters
  Score: Raw -442683.737854 + Penalty 2781.396533 = -439902.341321
  nChanged 60
		SP:Iteration 21Q (110886.020000 sec): 3 clusters
  Score: Raw -442706.005326 + Penalty 2781.396533 = -439924.608794
  nChanged 33
		SP:Iteration 22Q (110886.190000 sec): 3 clusters
  Score: Raw -442714.777341 + Penalty 2781.396533 = -439933.380808
  nChanged 29
		SP:Iteration 23Q (110886.360000 sec): 3 clusters
  Score: Raw -442725.838290 + Penalty 2781.396533 = -439944.441757
  nChanged 32
		SP:Iteration 24Q (110886.540000 sec): 3 clusters
  Score: Raw -442736.017133 + Penalty 2781.396533 = -439954.620601
  nChanged 28
		SP:Iteration 25Q (110886.710000 sec): 3 clusters
  Score: Raw -442746.016241 + Penalty 2781.396533 = -439964.619708
  nChanged 34
		SP:Iteration 26Q (110886.880000 sec): 3 clusters
  Score: Raw -442762.333630 + Penalty 2781.396533 = -439980.937097
  nChanged 37
		SP:Iteration 27Q (110887.060000 sec): 3 clusters
  Score: Raw -442772.446211 + Penalty 2781.396533 = -439991.049678
  nChanged 36
		SP:Iteration 28Q (110887.230000 sec): 3 clusters
  Score: Raw -442779.861492 + Penalty 2781.396533 = -439998.464959
  nChanged 13
		SP:Iteration 29Q (110887.400000 sec): 3 clusters
  Score: Raw -442783.708298 + Penalty 2781.396533 = -440002.311765
  nChanged 14
		SP:Iteration 30Q (110887.570000 sec): 3 clusters
  Score: Raw -442786.886207 + Penalty 2781.396533 = -440005.489674
  nChanged 9
		SP:Iteration 31Q (110887.750000 sec): 3 clusters
  Score: Raw -442789.038824 + Penalty 2781.396533 = -440007.642291
  nChanged 12
		SP:Iteration 32Q (110887.920000 sec): 3 clusters
  Score: Raw -442791.414569 + Penalty 2781.396533 = -440010.018036
  nChanged 12
		SP:Iteration 33Q (110888.090000 sec): 3 clusters
  Score: Raw -442794.690335 + Penalty 2781.396533 = -440013.293802
  nChanged 9
		SP:Iteration 34Q (110888.260000 sec): 3 clusters
  Score: Raw -442796.808538 + Penalty 2781.396533 = -440015.412005
  nChanged 18
		SP:Iteration 35Q (110888.440000 sec): 3 clusters
  Score: Raw -442801.003135 + Penalty 2781.396533 = -440019.606602
  nChanged 11
		SP:Iteration 36Q (110888.610000 sec): 3 clusters
  Score: Raw -442802.961660 + Penalty 2781.396533 = -440021.565127
  nChanged 8
		SP:Iteration 37Q (110888.770000 sec): 3 clusters
  Score: Raw -442805.224699 + Penalty 2781.396533 = -440023.828166
  nChanged 8
		SP:Iteration 38Q (110888.930000 sec): 3 clusters
  Score: Raw -442806.667698 + Penalty 2781.396533 = -440025.271165
  nChanged 4
		SP:Iteration 39Q (110889.090000 sec): 3 clusters
  Score: Raw -442807.316429 + Penalty 2781.396533 = -440025.919896
  nChanged 2
		SP:Iteration 40F (110889.260000 sec): 3 clusters
  Score: Raw -442807.541948 + Penalty 2781.396533 = -440026.145415
  nChanged 1
		SP:Iteration 41Q (110889.430000 sec): 3 clusters
  Score: Raw -442807.683222 + Penalty 2781.396533 = -440026.286689
  nChanged 1
		SP:Iteration 42Q (110889.600000 sec): 3 clusters
  Score: Raw -442807.927625 + Penalty 2781.396533 = -440026.531092
  nChanged 3
		SP:Iteration 43Q (110889.800000 sec): 3 clusters
  Score: Raw -442808.679888 + Penalty 2781.396533 = -440027.283355
  nChanged 2
		SP:Iteration 44Q (110889.970000 sec): 3 clusters
  Score: Raw -442808.889452 + Penalty 2781.396533 = -440027.492919
  nChanged 1
		SP:Iteration 45Q (110890.110000 sec): 3 clusters
  Score: Raw -442809.002527 + Penalty 2781.396533 = -440027.605994
  nChanged 0
		SP:Iteration 46F (110890.280000 sec): 3 clusters
  Score: Raw -442809.002527 + Penalty 2781.396533 = -440027.605994
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 59 (14073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110890.440000 sec): 2 clusters
  Score: Raw -1214619.202658 + Penalty 1552.202169 = -1213067.000489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110890.730000 sec): 3 clusters
  Score: Raw -1206310.697388 + Penalty 3104.404338 = -1203206.293050
  nChanged 6302
		SP:Iteration 1F (110890.960000 sec): 3 clusters
  Score: Raw -1209822.662267 + Penalty 3104.404338 = -1206718.257929
  nChanged 829
		SP:Iteration 2F (110891.230000 sec): 3 clusters
  Score: Raw -1210192.087938 + Penalty 3104.404338 = -1207087.683600
  nChanged 748
		SP:Iteration 3F (110891.460000 sec): 3 clusters
  Score: Raw -1210529.645346 + Penalty 3104.404338 = -1207425.241009
  nChanged 704
		SP:Iteration 4F (110891.730000 sec): 3 clusters
  Score: Raw -1210894.360232 + Penalty 3104.404338 = -1207789.955894
  nChanged 723
		SP:Iteration 5F (110891.960000 sec): 3 clusters
  Score: Raw -1211331.003109 + Penalty 3104.404338 = -1208226.598771
  nChanged 699
		SP:Iteration 6Q (110892.230000 sec): 3 clusters
  Score: Raw -1211799.824707 + Penalty 3104.404338 = -1208695.420370
  nChanged 713
		SP:Iteration 7F (110892.460000 sec): 3 clusters
  Score: Raw -1212336.202941 + Penalty 3104.404338 = -1209231.798603
  nChanged 671
		SP:Iteration 8Q (110892.740000 sec): 3 clusters
  Score: Raw -1212900.897784 + Penalty 3104.404338 = -1209796.493447
  nChanged 647
		SP:Iteration 9Q (110893.010000 sec): 3 clusters
  Score: Raw -1213468.707302 + Penalty 3104.404338 = -1210364.302964
  nChanged 532
		SP:Iteration 10Q (110893.220000 sec): 3 clusters
  Score: Raw -1213930.726201 + Penalty 3104.404338 = -1210826.321864
  nChanged 427
		SP:Iteration 11Q (110893.510000 sec): 3 clusters
  Score: Raw -1214274.986227 + Penalty 3104.404338 = -1211170.581889
  nChanged 324
		SP:Iteration 12Q (110893.770000 sec): 3 clusters
  Score: Raw -1214492.497321 + Penalty 3104.404338 = -1211388.092983
  nChanged 228
		SP:Iteration 13Q (110893.980000 sec): 3 clusters
  Score: Raw -1214637.269210 + Penalty 3104.404338 = -1211532.864872
  nChanged 172
		SP:Iteration 14Q (110894.220000 sec): 3 clusters
  Score: Raw -1214735.044980 + Penalty 3104.404338 = -1211630.640642
  nChanged 132
		SP:Iteration 15Q (110894.430000 sec): 3 clusters
  Score: Raw -1214810.946957 + Penalty 3104.404338 = -1211706.542619
  nChanged 105
		SP:Iteration 16Q (110894.650000 sec): 3 clusters
  Score: Raw -1214874.562222 + Penalty 3104.404338 = -1211770.157884
  nChanged 84
		SP:Iteration 17Q (110894.880000 sec): 3 clusters
  Score: Raw -1214913.701364 + Penalty 3104.404338 = -1211809.297026
  nChanged 55
		SP:Iteration 18Q (110895.130000 sec): 3 clusters
  Score: Raw -1214940.001994 + Penalty 3104.404338 = -1211835.597656
  nChanged 42
		SP:Iteration 19Q (110895.340000 sec): 3 clusters
  Score: Raw -1214960.434606 + Penalty 3104.404338 = -1211856.030268
  nChanged 35
		SP:Iteration 20F (110895.630000 sec): 3 clusters
  Score: Raw -1214971.569637 + Penalty 3104.404338 = -1211867.165299
  nChanged 19
		SP:Iteration 21Q (110895.850000 sec): 3 clusters
  Score: Raw -1214980.603381 + Penalty 3104.404338 = -1211876.199043
  nChanged 16
		SP:Iteration 22Q (110896.080000 sec): 3 clusters
  Score: Raw -1214986.220551 + Penalty 3104.404338 = -1211881.816213
  nChanged 18
		SP:Iteration 23Q (110896.310000 sec): 3 clusters
  Score: Raw -1214991.472766 + Penalty 3104.404338 = -1211887.068428
  nChanged 10
		SP:Iteration 24Q (110896.610000 sec): 3 clusters
  Score: Raw -1214994.985394 + Penalty 3104.404338 = -1211890.581056
  nChanged 7
		SP:Iteration 25Q (110896.830000 sec): 3 clusters
  Score: Raw -1214997.046483 + Penalty 3104.404338 = -1211892.642145
  nChanged 5
		SP:Iteration 26Q (110897.090000 sec): 3 clusters
  Score: Raw -1214999.042978 + Penalty 3104.404338 = -1211894.638640
  nChanged 7
		SP:Iteration 27Q (110897.350000 sec): 3 clusters
  Score: Raw -1215002.160274 + Penalty 3104.404338 = -1211897.755937
  nChanged 7
		SP:Iteration 28Q (110897.580000 sec): 3 clusters
  Score: Raw -1215004.721325 + Penalty 3104.404338 = -1211900.316987
  nChanged 10
		SP:Iteration 29Q (110897.850000 sec): 3 clusters
  Score: Raw -1215007.854420 + Penalty 3104.404338 = -1211903.450082
  nChanged 6
		SP:Iteration 30Q (110898.060000 sec): 3 clusters
  Score: Raw -1215009.776986 + Penalty 3104.404338 = -1211905.372648
  nChanged 4
		SP:Iteration 31Q (110898.290000 sec): 3 clusters
  Score: Raw -1215011.397394 + Penalty 3104.404338 = -1211906.993057
  nChanged 7
		SP:Iteration 32Q (110898.580000 sec): 3 clusters
  Score: Raw -1215014.577178 + Penalty 3104.404338 = -1211910.172841
  nChanged 11
		SP:Iteration 33Q (110898.790000 sec): 3 clusters
  Score: Raw -1215019.291971 + Penalty 3104.404338 = -1211914.887633
  nChanged 15
		SP:Iteration 34Q (110899.030000 sec): 3 clusters
  Score: Raw -1215025.899135 + Penalty 3104.404338 = -1211921.494797
  nChanged 22
		SP:Iteration 35Q (110899.280000 sec): 3 clusters
  Score: Raw -1215034.168537 + Penalty 3104.404338 = -1211929.764199
  nChanged 15
		SP:Iteration 36Q (110899.580000 sec): 3 clusters
  Score: Raw -1215041.937103 + Penalty 3104.404338 = -1211937.532766
  nChanged 16
		SP:Iteration 37Q (110899.810000 sec): 3 clusters
  Score: Raw -1215050.865919 + Penalty 3104.404338 = -1211946.461581
  nChanged 22
		SP:Iteration 38Q (110900.060000 sec): 3 clusters
  Score: Raw -1215062.738407 + Penalty 3104.404338 = -1211958.334069
  nChanged 22
		SP:Iteration 39Q (110900.250000 sec): 3 clusters
  Score: Raw -1215072.949835 + Penalty 3104.404338 = -1211968.545497
  nChanged 14
		SP:Iteration 40F (110900.430000 sec): 3 clusters
  Score: Raw -1215080.941563 + Penalty 3104.404338 = -1211976.537225
  nChanged 13
		SP:Iteration 41Q (110900.680000 sec): 3 clusters
  Score: Raw -1215087.421449 + Penalty 3104.404338 = -1211983.017111
  nChanged 8
		SP:Iteration 42Q (110900.930000 sec): 3 clusters
  Score: Raw -1215091.838871 + Penalty 3104.404338 = -1211987.434533
  nChanged 6
		SP:Iteration 43Q (110901.210000 sec): 3 clusters
  Score: Raw -1215094.576251 + Penalty 3104.404338 = -1211990.171914
  nChanged 5
		SP:Iteration 44Q (110901.450000 sec): 3 clusters
  Score: Raw -1215097.615584 + Penalty 3104.404338 = -1211993.211246
  nChanged 8
		SP:Iteration 45Q (110901.680000 sec): 3 clusters
  Score: Raw -1215102.987988 + Penalty 3104.404338 = -1211998.583651
  nChanged 14
		SP:Iteration 46Q (110901.940000 sec): 3 clusters
  Score: Raw -1215110.752443 + Penalty 3104.404338 = -1212006.348105
  nChanged 9
		SP:Iteration 47Q (110902.240000 sec): 3 clusters
  Score: Raw -1215116.140776 + Penalty 3104.404338 = -1212011.736439
  nChanged 11
		SP:Iteration 48Q (110902.480000 sec): 3 clusters
  Score: Raw -1215123.843608 + Penalty 3104.404338 = -1212019.439270
  nChanged 8
		SP:Iteration 49Q (110902.690000 sec): 3 clusters
  Score: Raw -1215128.688113 + Penalty 3104.404338 = -1212024.283775
  nChanged 10
		SP:Iteration 50Q (110902.910000 sec): 3 clusters
  Score: Raw -1215135.047234 + Penalty 3104.404338 = -1212030.642896
  nChanged 6
		SP:Iteration 51Q (110903.230000 sec): 3 clusters
  Score: Raw -1215137.945624 + Penalty 3104.404338 = -1212033.541286
  nChanged 7
		SP:Iteration 52Q (110903.470000 sec): 3 clusters
  Score: Raw -1215141.014329 + Penalty 3104.404338 = -1212036.609991
  nChanged 7
		SP:Iteration 53Q (110903.700000 sec): 3 clusters
  Score: Raw -1215143.716296 + Penalty 3104.404338 = -1212039.311958
  nChanged 6
		SP:Iteration 54Q (110903.970000 sec): 3 clusters
  Score: Raw -1215145.889497 + Penalty 3104.404338 = -1212041.485159
  nChanged 8
		SP:Iteration 55Q (110904.200000 sec): 3 clusters
  Score: Raw -1215148.634331 + Penalty 3104.404338 = -1212044.229993
  nChanged 5
		SP:Iteration 56Q (110904.470000 sec): 3 clusters
  Score: Raw -1215150.680300 + Penalty 3104.404338 = -1212046.275962
  nChanged 7
		SP:Iteration 57Q (110904.710000 sec): 3 clusters
  Score: Raw -1215153.000475 + Penalty 3104.404338 = -1212048.596137
  nChanged 5
		SP:Iteration 58Q (110905.000000 sec): 3 clusters
  Score: Raw -1215154.813691 + Penalty 3104.404338 = -1212050.409353
  nChanged 0
		SP:Iteration 59F (110905.210000 sec): 3 clusters
  Score: Raw -1215154.813691 + Penalty 3104.404338 = -1212050.409353
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 60 (665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110905.280000 sec): 2 clusters
  Score: Raw -53042.062469 + Penalty 1056.215394 = -51985.847075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110905.450000 sec): 3 clusters
  Score: Raw -52924.729997 + Penalty 2112.430788 = -50812.299209
  nChanged 164
		SP:Iteration 1F (110905.630000 sec): 3 clusters
  Score: Raw -53122.525472 + Penalty 2112.430788 = -51010.094684
  nChanged 41
		SP:Iteration 2F (110905.810000 sec): 3 clusters
  Score: Raw -53172.243189 + Penalty 2112.430788 = -51059.812401
  nChanged 20
		SP:Iteration 3Q (110905.980000 sec): 3 clusters
  Score: Raw -53193.720781 + Penalty 2112.430788 = -51081.289992
  nChanged 7
		SP:Iteration 4Q (110906.150000 sec): 3 clusters
  Score: Raw -53204.360907 + Penalty 2112.430788 = -51091.930119
  nChanged 5
		SP:Iteration 5Q (110906.330000 sec): 3 clusters
  Score: Raw -53212.962467 + Penalty 2112.430788 = -51100.531678
  nChanged 7
		SP:Iteration 6Q (110906.510000 sec): 3 clusters
  Score: Raw -53224.479392 + Penalty 2112.430788 = -51112.048604
  nChanged 10
		SP:Iteration 7Q (110906.680000 sec): 3 clusters
  Score: Raw -53244.676483 + Penalty 2112.430788 = -51132.245695
  nChanged 9
		SP:Iteration 8Q (110906.860000 sec): 3 clusters
  Score: Raw -53256.136205 + Penalty 2112.430788 = -51143.705416
  nChanged 3
		SP:Iteration 9Q (110907.030000 sec): 3 clusters
  Score: Raw -53258.119833 + Penalty 2112.430788 = -51145.689045
  nChanged 2
		SP:Iteration 10Q (110907.210000 sec): 3 clusters
  Score: Raw -53260.403415 + Penalty 2112.430788 = -51147.972627
  nChanged 4
		SP:Iteration 11Q (110907.430000 sec): 3 clusters
  Score: Raw -53265.165480 + Penalty 2112.430788 = -51152.734692
  nChanged 3
		SP:Iteration 12Q (110907.610000 sec): 3 clusters
  Score: Raw -53269.783679 + Penalty 2112.430788 = -51157.352891
  nChanged 3
		SP:Iteration 13Q (110907.780000 sec): 3 clusters
  Score: Raw -53276.045712 + Penalty 2112.430788 = -51163.614924
  nChanged 1
		SP:Iteration 14Q (110907.940000 sec): 3 clusters
  Score: Raw -53276.725085 + Penalty 2112.430788 = -51164.294296
  nChanged 1
		SP:Iteration 15Q (110908.100000 sec): 3 clusters
  Score: Raw -53277.456678 + Penalty 2112.430788 = -51165.025890
  nChanged 0
		SP:Iteration 16F (110908.220000 sec): 3 clusters
  Score: Raw -53277.456678 + Penalty 2112.430788 = -51165.025890
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 61 (11146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110908.350000 sec): 2 clusters
  Score: Raw -919624.034736 + Penalty 1514.310845 = -918109.723891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110908.590000 sec): 3 clusters
  Score: Raw -913336.518990 + Penalty 3028.621690 = -910307.897301
  nChanged 4792
		SP:Iteration 1F (110908.800000 sec): 3 clusters
  Score: Raw -916013.654239 + Penalty 3028.621690 = -912985.032550
  nChanged 705
		SP:Iteration 2F (110909.010000 sec): 3 clusters
  Score: Raw -916325.077194 + Penalty 3028.621690 = -913296.455504
  nChanged 565
		SP:Iteration 3F (110909.220000 sec): 3 clusters
  Score: Raw -916555.218445 + Penalty 3028.621690 = -913526.596756
  nChanged 494
		SP:Iteration 4Q (110909.440000 sec): 3 clusters
  Score: Raw -916759.599724 + Penalty 3028.621690 = -913730.978035
  nChanged 437
		SP:Iteration 5Q (110909.650000 sec): 3 clusters
  Score: Raw -916946.419052 + Penalty 3028.621690 = -913917.797362
  nChanged 437
		SP:Iteration 6Q (110909.850000 sec): 3 clusters
  Score: Raw -917148.697656 + Penalty 3028.621690 = -914120.075966
  nChanged 433
		SP:Iteration 7Q (110910.150000 sec): 3 clusters
  Score: Raw -917341.601703 + Penalty 3028.621690 = -914312.980014
  nChanged 405
		SP:Iteration 8Q (110910.320000 sec): 3 clusters
  Score: Raw -917544.626782 + Penalty 3028.621690 = -914516.005092
  nChanged 409
		SP:Iteration 9Q (110910.520000 sec): 3 clusters
  Score: Raw -917756.496097 + Penalty 3028.621690 = -914727.874407
  nChanged 363
		SP:Iteration 10Q (110910.770000 sec): 3 clusters
  Score: Raw -917935.589958 + Penalty 3028.621690 = -914906.968269
  nChanged 337
		SP:Iteration 11Q (110910.970000 sec): 3 clusters
  Score: Raw -918106.380245 + Penalty 3028.621690 = -915077.758555
  nChanged 319
		SP:Iteration 12Q (110911.220000 sec): 3 clusters
  Score: Raw -918251.655422 + Penalty 3028.621690 = -915223.033732
  nChanged 271
		SP:Iteration 13Q (110911.470000 sec): 3 clusters
  Score: Raw -918351.375266 + Penalty 3028.621690 = -915322.753576
  nChanged 206
		SP:Iteration 14Q (110911.680000 sec): 3 clusters
  Score: Raw -918414.782336 + Penalty 3028.621690 = -915386.160647
  nChanged 175
		SP:Iteration 15Q (110911.920000 sec): 3 clusters
  Score: Raw -918473.868295 + Penalty 3028.621690 = -915445.246605
  nChanged 176
		SP:Iteration 16Q (110912.170000 sec): 3 clusters
  Score: Raw -918530.493279 + Penalty 3028.621690 = -915501.871589
  nChanged 150
		SP:Iteration 17Q (110912.380000 sec): 3 clusters
  Score: Raw -918581.883487 + Penalty 3028.621690 = -915553.261798
  nChanged 147
		SP:Iteration 18Q (110912.570000 sec): 3 clusters
  Score: Raw -918623.579203 + Penalty 3028.621690 = -915594.957514
  nChanged 123
		SP:Iteration 19Q (110912.760000 sec): 3 clusters
  Score: Raw -918654.796838 + Penalty 3028.621690 = -915626.175149
  nChanged 111
		SP:Iteration 20F (110912.960000 sec): 3 clusters
  Score: Raw -918684.652399 + Penalty 3028.621690 = -915656.030710
  nChanged 108
		SP:Iteration 21Q (110913.150000 sec): 3 clusters
  Score: Raw -918709.872484 + Penalty 3028.621690 = -915681.250795
  nChanged 99
		SP:Iteration 22Q (110913.340000 sec): 3 clusters
  Score: Raw -918732.083718 + Penalty 3028.621690 = -915703.462028
  nChanged 90
		SP:Iteration 23Q (110913.540000 sec): 3 clusters
  Score: Raw -918750.609489 + Penalty 3028.621690 = -915721.987799
  nChanged 86
		SP:Iteration 24Q (110913.730000 sec): 3 clusters
  Score: Raw -918770.481693 + Penalty 3028.621690 = -915741.860004
  nChanged 93
		SP:Iteration 25Q (110913.920000 sec): 3 clusters
  Score: Raw -918791.496599 + Penalty 3028.621690 = -915762.874909
  nChanged 85
		SP:Iteration 26Q (110914.120000 sec): 3 clusters
  Score: Raw -918808.955707 + Penalty 3028.621690 = -915780.334017
  nChanged 80
		SP:Iteration 27Q (110914.310000 sec): 3 clusters
  Score: Raw -918821.325925 + Penalty 3028.621690 = -915792.704235
  nChanged 66
		SP:Iteration 28Q (110914.600000 sec): 3 clusters
  Score: Raw -918834.337914 + Penalty 3028.621690 = -915805.716224
  nChanged 65
		SP:Iteration 29Q (110914.780000 sec): 3 clusters
  Score: Raw -918847.399224 + Penalty 3028.621690 = -915818.777534
  nChanged 52
		SP:Iteration 30Q (110915.050000 sec): 3 clusters
  Score: Raw -918854.789173 + Penalty 3028.621690 = -915826.167484
  nChanged 44
		SP:Iteration 31Q (110915.210000 sec): 3 clusters
  Score: Raw -918860.922311 + Penalty 3028.621690 = -915832.300622
  nChanged 46
		SP:Iteration 32Q (110915.410000 sec): 3 clusters
  Score: Raw -918867.742838 + Penalty 3028.621690 = -915839.121149
  nChanged 30
		SP:Iteration 33Q (110915.640000 sec): 3 clusters
  Score: Raw -918872.253073 + Penalty 3028.621690 = -915843.631383
  nChanged 28
		SP:Iteration 34Q (110915.820000 sec): 3 clusters
  Score: Raw -918875.344904 + Penalty 3028.621690 = -915846.723214
  nChanged 20
		SP:Iteration 35Q (110916.080000 sec): 3 clusters
  Score: Raw -918877.762545 + Penalty 3028.621690 = -915849.140856
  nChanged 25
		SP:Iteration 36Q (110916.270000 sec): 3 clusters
  Score: Raw -918880.962021 + Penalty 3028.621690 = -915852.340331
  nChanged 17
		SP:Iteration 37Q (110916.470000 sec): 3 clusters
  Score: Raw -918882.326681 + Penalty 3028.621690 = -915853.704991
  nChanged 16
		SP:Iteration 38Q (110916.660000 sec): 3 clusters
  Score: Raw -918884.251702 + Penalty 3028.621690 = -915855.630012
  nChanged 16
		SP:Iteration 39Q (110916.930000 sec): 3 clusters
  Score: Raw -918885.949338 + Penalty 3028.621690 = -915857.327649
  nChanged 12
		SP:Iteration 40F (110917.090000 sec): 3 clusters
  Score: Raw -918887.178197 + Penalty 3028.621690 = -915858.556507
  nChanged 13
		SP:Iteration 41Q (110917.290000 sec): 3 clusters
  Score: Raw -918888.127490 + Penalty 3028.621690 = -915859.505801
  nChanged 9
		SP:Iteration 42Q (110917.550000 sec): 3 clusters
  Score: Raw -918889.732986 + Penalty 3028.621690 = -915861.111296
  nChanged 18
		SP:Iteration 43Q (110917.750000 sec): 3 clusters
  Score: Raw -918893.201929 + Penalty 3028.621690 = -915864.580240
  nChanged 21
		SP:Iteration 44Q (110917.950000 sec): 3 clusters
  Score: Raw -918896.554425 + Penalty 3028.621690 = -915867.932736
  nChanged 19
		SP:Iteration 45Q (110918.190000 sec): 3 clusters
  Score: Raw -918899.602252 + Penalty 3028.621690 = -915870.980563
  nChanged 25
		SP:Iteration 46Q (110918.400000 sec): 3 clusters
  Score: Raw -918903.007572 + Penalty 3028.621690 = -915874.385882
  nChanged 28
		SP:Iteration 47Q (110918.610000 sec): 3 clusters
  Score: Raw -918906.573481 + Penalty 3028.621690 = -915877.951791
  nChanged 31
		SP:Iteration 48Q (110918.800000 sec): 3 clusters
  Score: Raw -918910.833575 + Penalty 3028.621690 = -915882.211886
  nChanged 28
		SP:Iteration 49Q (110919.010000 sec): 3 clusters
  Score: Raw -918914.373692 + Penalty 3028.621690 = -915885.752002
  nChanged 24
		SP:Iteration 50Q (110919.210000 sec): 3 clusters
  Score: Raw -918917.088295 + Penalty 3028.621690 = -915888.466605
  nChanged 17
		SP:Iteration 51Q (110919.420000 sec): 3 clusters
  Score: Raw -918919.664914 + Penalty 3028.621690 = -915891.043224
  nChanged 17
		SP:Iteration 52Q (110919.630000 sec): 3 clusters
  Score: Raw -918921.564829 + Penalty 3028.621690 = -915892.943139
  nChanged 10
		SP:Iteration 53Q (110919.830000 sec): 3 clusters
  Score: Raw -918922.353633 + Penalty 3028.621690 = -915893.731943
  nChanged 8
		SP:Iteration 54Q (110920.030000 sec): 3 clusters
  Score: Raw -918923.325265 + Penalty 3028.621690 = -915894.703575
  nChanged 10
		SP:Iteration 55Q (110920.270000 sec): 3 clusters
  Score: Raw -918924.582520 + Penalty 3028.621690 = -915895.960831
  nChanged 11
		SP:Iteration 56Q (110920.510000 sec): 3 clusters
  Score: Raw -918926.213726 + Penalty 3028.621690 = -915897.592036
  nChanged 17
		SP:Iteration 57Q (110920.710000 sec): 3 clusters
  Score: Raw -918928.348953 + Penalty 3028.621690 = -915899.727263
  nChanged 18
		SP:Iteration 58Q (110920.920000 sec): 3 clusters
  Score: Raw -918930.521838 + Penalty 3028.621690 = -915901.900148
  nChanged 22
		SP:Iteration 59Q (110921.130000 sec): 3 clusters
  Score: Raw -918934.528915 + Penalty 3028.621690 = -915905.907226
  nChanged 25
		SP:Iteration 60F (110921.410000 sec): 3 clusters
  Score: Raw -918937.909537 + Penalty 3028.621690 = -915909.287847
  nChanged 21
		SP:Iteration 61Q (110921.570000 sec): 3 clusters
  Score: Raw -918940.852571 + Penalty 3028.621690 = -915912.230882
  nChanged 24
		SP:Iteration 62Q (110921.830000 sec): 3 clusters
  Score: Raw -918944.435374 + Penalty 3028.621690 = -915915.813684
  nChanged 26
		SP:Iteration 63Q (110922.040000 sec): 3 clusters
  Score: Raw -918948.179766 + Penalty 3028.621690 = -915919.558076
  nChanged 24
		SP:Iteration 64Q (110922.240000 sec): 3 clusters
  Score: Raw -918951.095582 + Penalty 3028.621690 = -915922.473892
  nChanged 22
		SP:Iteration 65Q (110922.430000 sec): 3 clusters
  Score: Raw -918954.947487 + Penalty 3028.621690 = -915926.325797
  nChanged 30
		SP:Iteration 66Q (110922.640000 sec): 3 clusters
  Score: Raw -918960.902533 + Penalty 3028.621690 = -915932.280844
  nChanged 41
		SP:Iteration 67Q (110922.900000 sec): 3 clusters
  Score: Raw -918969.614924 + Penalty 3028.621690 = -915940.993235
  nChanged 44
		SP:Iteration 68Q (110923.110000 sec): 3 clusters
  Score: Raw -918977.885739 + Penalty 3028.621690 = -915949.264049
  nChanged 43
		SP:Iteration 69Q (110923.310000 sec): 3 clusters
  Score: Raw -918985.868134 + Penalty 3028.621690 = -915957.246444
  nChanged 43
		SP:Iteration 70Q (110923.510000 sec): 3 clusters
  Score: Raw -918993.810981 + Penalty 3028.621690 = -915965.189291
  nChanged 39
		SP:Iteration 71Q (110923.720000 sec): 3 clusters
  Score: Raw -919000.589571 + Penalty 3028.621690 = -915971.967882
  nChanged 47
		SP:Iteration 72Q (110923.930000 sec): 3 clusters
  Score: Raw -919008.042191 + Penalty 3028.621690 = -915979.420501
  nChanged 48
		SP:Iteration 73Q (110924.170000 sec): 3 clusters
  Score: Raw -919017.552362 + Penalty 3028.621690 = -915988.930672
  nChanged 54
		SP:Iteration 74Q (110924.350000 sec): 3 clusters
  Score: Raw -919030.692268 + Penalty 3028.621690 = -916002.070578
  nChanged 60
		SP:Iteration 75Q (110924.560000 sec): 3 clusters
  Score: Raw -919042.515396 + Penalty 3028.621690 = -916013.893706
  nChanged 55
		SP:Iteration 76Q (110924.850000 sec): 3 clusters
  Score: Raw -919052.697073 + Penalty 3028.621690 = -916024.075383
  nChanged 49
		SP:Iteration 77Q (110925.010000 sec): 3 clusters
  Score: Raw -919061.688804 + Penalty 3028.621690 = -916033.067115
  nChanged 62
		SP:Iteration 78Q (110925.300000 sec): 3 clusters
  Score: Raw -919073.712084 + Penalty 3028.621690 = -916045.090394
  nChanged 65
		SP:Iteration 79Q (110925.470000 sec): 3 clusters
  Score: Raw -919086.547717 + Penalty 3028.621690 = -916057.926027
  nChanged 55
		SP:Iteration 80F (110925.680000 sec): 3 clusters
  Score: Raw -919099.259733 + Penalty 3028.621690 = -916070.638043
  nChanged 71
		SP:Iteration 81Q (110925.920000 sec): 3 clusters
  Score: Raw -919113.364581 + Penalty 3028.621690 = -916084.742891
  nChanged 65
		SP:Iteration 82Q (110926.130000 sec): 3 clusters
  Score: Raw -919128.029162 + Penalty 3028.621690 = -916099.407472
  nChanged 66
		SP:Iteration 83Q (110926.330000 sec): 3 clusters
  Score: Raw -919141.634755 + Penalty 3028.621690 = -916113.013065
  nChanged 71
		SP:Iteration 84Q (110926.550000 sec): 3 clusters
  Score: Raw -919160.468035 + Penalty 3028.621690 = -916131.846345
  nChanged 76
		SP:Iteration 85Q (110926.760000 sec): 3 clusters
  Score: Raw -919177.758459 + Penalty 3028.621690 = -916149.136769
  nChanged 74
		SP:Iteration 86Q (110926.970000 sec): 3 clusters
  Score: Raw -919199.144721 + Penalty 3028.621690 = -916170.523032
  nChanged 76
		SP:Iteration 87Q (110927.130000 sec): 3 clusters
  Score: Raw -919220.702911 + Penalty 3028.621690 = -916192.081221
  nChanged 79
		SP:Iteration 88Q (110927.360000 sec): 3 clusters
  Score: Raw -919240.359496 + Penalty 3028.621690 = -916211.737807
  nChanged 73
		SP:Iteration 89Q (110927.610000 sec): 3 clusters
  Score: Raw -919260.113203 + Penalty 3028.621690 = -916231.491513
  nChanged 78
		SP:Iteration 90Q (110927.820000 sec): 3 clusters
  Score: Raw -919281.833249 + Penalty 3028.621690 = -916253.211559
  nChanged 80
		SP:Iteration 91Q (110928.020000 sec): 3 clusters
  Score: Raw -919303.565496 + Penalty 3028.621690 = -916274.943806
  nChanged 93
		SP:Iteration 92Q (110928.230000 sec): 3 clusters
  Score: Raw -919333.887447 + Penalty 3028.621690 = -916305.265758
  nChanged 106
		SP:Iteration 93Q (110928.430000 sec): 3 clusters
  Score: Raw -919372.924977 + Penalty 3028.621690 = -916344.303287
  nChanged 137
		SP:Iteration 94Q (110928.630000 sec): 3 clusters
  Score: Raw -919423.887641 + Penalty 3028.621690 = -916395.265951
  nChanged 133
		SP:Iteration 95Q (110928.850000 sec): 3 clusters
  Score: Raw -919473.733766 + Penalty 3028.621690 = -916445.112076
  nChanged 109
		SP:Iteration 96Q (110929.050000 sec): 3 clusters
  Score: Raw -919512.877323 + Penalty 3028.621690 = -916484.255633
  nChanged 107
		SP:Iteration 97Q (110929.260000 sec): 3 clusters
  Score: Raw -919549.474157 + Penalty 3028.621690 = -916520.852468
  nChanged 125
		SP:Iteration 98Q (110929.460000 sec): 3 clusters
  Score: Raw -919591.268390 + Penalty 3028.621690 = -916562.646700
  nChanged 117
		SP:Iteration 99Q (110929.650000 sec): 3 clusters
  Score: Raw -919637.664231 + Penalty 3028.621690 = -916609.042542
  nChanged 141
		SP:Iteration 100F (110929.850000 sec): 3 clusters
  Score: Raw -919688.400772 + Penalty 3028.621690 = -916659.779083
  nChanged 136
		SP:Iteration 101Q (110930.060000 sec): 3 clusters
  Score: Raw -919739.741703 + Penalty 3028.621690 = -916711.120013
  nChanged 127
		SP:Iteration 102Q (110930.270000 sec): 3 clusters
  Score: Raw -919787.179050 + Penalty 3028.621690 = -916758.557361
  nChanged 127
		SP:Iteration 103Q (110930.480000 sec): 3 clusters
  Score: Raw -919831.903205 + Penalty 3028.621690 = -916803.281516
  nChanged 130
		SP:Iteration 104Q (110930.690000 sec): 3 clusters
  Score: Raw -919881.774804 + Penalty 3028.621690 = -916853.153114
  nChanged 123
		SP:Iteration 105Q (110930.930000 sec): 3 clusters
  Score: Raw -919924.333650 + Penalty 3028.621690 = -916895.711961
  nChanged 106
		SP:Iteration 106Q (110931.210000 sec): 3 clusters
  Score: Raw -919964.094952 + Penalty 3028.621690 = -916935.473263
  nChanged 107
		SP:Iteration 107Q (110931.370000 sec): 3 clusters
  Score: Raw -920007.304824 + Penalty 3028.621690 = -916978.683134
  nChanged 132
		SP:Iteration 108Q (110931.560000 sec): 3 clusters
  Score: Raw -920063.407051 + Penalty 3028.621690 = -917034.785361
  nChanged 136
		SP:Iteration 109Q (110931.790000 sec): 3 clusters
  Score: Raw -920123.752623 + Penalty 3028.621690 = -917095.130934
  nChanged 123
		SP:Iteration 110Q (110932.000000 sec): 3 clusters
  Score: Raw -920171.649631 + Penalty 3028.621690 = -917143.027941
  nChanged 93
		SP:Iteration 111Q (110932.200000 sec): 3 clusters
  Score: Raw -920205.194432 + Penalty 3028.621690 = -917176.572743
  nChanged 85
		SP:Iteration 112Q (110932.410000 sec): 3 clusters
  Score: Raw -920234.392531 + Penalty 3028.621690 = -917205.770841
  nChanged 78
		SP:Iteration 113Q (110932.650000 sec): 3 clusters
  Score: Raw -920259.721700 + Penalty 3028.621690 = -917231.100011
  nChanged 77
		SP:Iteration 114Q (110932.860000 sec): 3 clusters
  Score: Raw -920286.208844 + Penalty 3028.621690 = -917257.587154
  nChanged 70
		SP:Iteration 115Q (110933.090000 sec): 3 clusters
  Score: Raw -920308.687502 + Penalty 3028.621690 = -917280.065813
  nChanged 69
		SP:Iteration 116Q (110933.300000 sec): 3 clusters
  Score: Raw -920327.536380 + Penalty 3028.621690 = -917298.914690
  nChanged 54
		SP:Iteration 117Q (110933.530000 sec): 3 clusters
  Score: Raw -920340.153597 + Penalty 3028.621690 = -917311.531907
  nChanged 47
		SP:Iteration 118Q (110933.740000 sec): 3 clusters
  Score: Raw -920350.958289 + Penalty 3028.621690 = -917322.336600
  nChanged 43
		SP:Iteration 119Q (110934.000000 sec): 3 clusters
  Score: Raw -920358.794811 + Penalty 3028.621690 = -917330.173121
  nChanged 34
		SP:Iteration 120F (110934.190000 sec): 3 clusters
  Score: Raw -920365.839882 + Penalty 3028.621690 = -917337.218192
  nChanged 36
		SP:Iteration 121Q (110934.390000 sec): 3 clusters
  Score: Raw -920373.901612 + Penalty 3028.621690 = -917345.279922
  nChanged 41
		SP:Iteration 122Q (110934.590000 sec): 3 clusters
  Score: Raw -920383.932133 + Penalty 3028.621690 = -917355.310444
  nChanged 44
		SP:Iteration 123Q (110934.800000 sec): 3 clusters
  Score: Raw -920393.728584 + Penalty 3028.621690 = -917365.106895
  nChanged 35
		SP:Iteration 124Q (110935.000000 sec): 3 clusters
  Score: Raw -920400.719541 + Penalty 3028.621690 = -917372.097851
  nChanged 39
		SP:Iteration 125Q (110935.210000 sec): 3 clusters
  Score: Raw -920409.646763 + Penalty 3028.621690 = -917381.025073
  nChanged 29
		SP:Iteration 126Q (110935.420000 sec): 3 clusters
  Score: Raw -920415.275049 + Penalty 3028.621690 = -917386.653359
  nChanged 21
		SP:Iteration 127Q (110935.620000 sec): 3 clusters
  Score: Raw -920418.379231 + Penalty 3028.621690 = -917389.757542
  nChanged 8
		SP:Iteration 128Q (110935.830000 sec): 3 clusters
  Score: Raw -920419.858197 + Penalty 3028.621690 = -917391.236507
  nChanged 12
		SP:Iteration 129Q (110936.040000 sec): 3 clusters
  Score: Raw -920421.712394 + Penalty 3028.621690 = -917393.090704
  nChanged 15
		SP:Iteration 130Q (110936.280000 sec): 3 clusters
  Score: Raw -920423.988731 + Penalty 3028.621690 = -917395.367042
  nChanged 8
		SP:Iteration 131Q (110936.490000 sec): 3 clusters
  Score: Raw -920424.990656 + Penalty 3028.621690 = -917396.368966
  nChanged 5
		SP:Iteration 132Q (110936.720000 sec): 3 clusters
  Score: Raw -920425.701650 + Penalty 3028.621690 = -917397.079961
  nChanged 6
		SP:Iteration 133Q (110936.930000 sec): 3 clusters
  Score: Raw -920426.432573 + Penalty 3028.621690 = -917397.810883
  nChanged 4
		SP:Iteration 134Q (110937.140000 sec): 3 clusters
  Score: Raw -920426.916997 + Penalty 3028.621690 = -917398.295308
  nChanged 1
		SP:Iteration 135Q (110937.330000 sec): 3 clusters
  Score: Raw -920426.973393 + Penalty 3028.621690 = -917398.351704
  nChanged 1
		SP:Iteration 136Q (110937.570000 sec): 3 clusters
  Score: Raw -920427.086655 + Penalty 3028.621690 = -917398.464966
  nChanged 0
		SP:Iteration 137F (110937.770000 sec): 3 clusters
  Score: Raw -920427.086655 + Penalty 3028.621690 = -917398.464966
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 62 (38269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110938.050000 sec): 2 clusters
  Score: Raw -3584366.893842 + Penalty 1714.764260 = -3582652.129581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110938.440000 sec): 3 clusters
  Score: Raw -3560436.975569 + Penalty 3429.528521 = -3557007.447049
  nChanged 17795
		SP:Iteration 1F (110938.860000 sec): 3 clusters
  Score: Raw -3570516.413580 + Penalty 3429.528521 = -3567086.885060
  nChanged 1639
		SP:Iteration 2Q (110939.240000 sec): 3 clusters
  Score: Raw -3571055.676146 + Penalty 3429.528521 = -3567626.147625
  nChanged 1744
		SP:Iteration 3Q (110939.660000 sec): 3 clusters
  Score: Raw -3571773.874302 + Penalty 3429.528521 = -3568344.345782
  nChanged 2130
		SP:Iteration 4F (110940.050000 sec): 3 clusters
  Score: Raw -3572900.074780 + Penalty 3429.528521 = -3569470.546259
  nChanged 2676
		SP:Iteration 5F (110940.470000 sec): 3 clusters
  Score: Raw -3574754.025448 + Penalty 3429.528521 = -3571324.496927
  nChanged 3228
		SP:Iteration 6F (110940.850000 sec): 3 clusters
  Score: Raw -3577551.943962 + Penalty 3429.528521 = -3574122.415441
  nChanged 3238
		SP:Iteration 7F (110941.310000 sec): 3 clusters
  Score: Raw -3580798.497123 + Penalty 3429.528521 = -3577368.968603
  nChanged 2288
		SP:Iteration 8F (110941.710000 sec): 3 clusters
  Score: Raw -3583125.992533 + Penalty 3429.528521 = -3579696.464013
  nChanged 968
		SP:Iteration 9Q (110942.100000 sec): 3 clusters
  Score: Raw -3584083.973573 + Penalty 3429.528521 = -3580654.445052
  nChanged 255
		SP:Iteration 10Q (110942.520000 sec): 3 clusters
  Score: Raw -3584374.878874 + Penalty 3429.528521 = -3580945.350354
  nChanged 53
		SP:Iteration 11Q (110942.970000 sec): 3 clusters
  Score: Raw -3584475.474790 + Penalty 3429.528521 = -3581045.946269
  nChanged 21
		SP:Iteration 12Q (110943.440000 sec): 3 clusters
  Score: Raw -3584525.529059 + Penalty 3429.528521 = -3581096.000538
  nChanged 13
		SP:Iteration 13Q (110943.870000 sec): 3 clusters
  Score: Raw -3584563.561390 + Penalty 3429.528521 = -3581134.032869
  nChanged 9
		SP:Iteration 14Q (110944.250000 sec): 3 clusters
  Score: Raw -3584578.787674 + Penalty 3429.528521 = -3581149.259153
  nChanged 0
		SP:Iteration 15F (110944.670000 sec): 3 clusters
  Score: Raw -3584578.787674 + Penalty 3429.528521 = -3581149.259153
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 63 (775 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110944.740000 sec): 2 clusters
  Score: Raw -60768.019166 + Penalty 1081.090242 = -59686.928924
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110944.920000 sec): 3 clusters
  Score: Raw -60597.052369 + Penalty 2162.180485 = -58434.871884
  nChanged 220
		SP:Iteration 1F (110945.090000 sec): 3 clusters
  Score: Raw -60821.225826 + Penalty 2162.180485 = -58659.045341
  nChanged 41
		SP:Iteration 2F (110945.270000 sec): 3 clusters
  Score: Raw -60878.594931 + Penalty 2162.180485 = -58716.414447
  nChanged 24
		SP:Iteration 3Q (110945.450000 sec): 3 clusters
  Score: Raw -60908.150045 + Penalty 2162.180485 = -58745.969561
  nChanged 22
		SP:Iteration 4Q (110945.620000 sec): 3 clusters
  Score: Raw -60937.696881 + Penalty 2162.180485 = -58775.516396
  nChanged 24
		SP:Iteration 5Q (110945.800000 sec): 3 clusters
  Score: Raw -60967.457797 + Penalty 2162.180485 = -58805.277313
  nChanged 19
		SP:Iteration 6Q (110945.970000 sec): 3 clusters
  Score: Raw -60985.613676 + Penalty 2162.180485 = -58823.433191
  nChanged 12
		SP:Iteration 7Q (110946.150000 sec): 3 clusters
  Score: Raw -60993.354183 + Penalty 2162.180485 = -58831.173698
  nChanged 10
		SP:Iteration 8Q (110946.330000 sec): 3 clusters
  Score: Raw -61003.994377 + Penalty 2162.180485 = -58841.813892
  nChanged 10
		SP:Iteration 9Q (110946.500000 sec): 3 clusters
  Score: Raw -61014.810981 + Penalty 2162.180485 = -58852.630497
  nChanged 8
		SP:Iteration 10Q (110946.680000 sec): 3 clusters
  Score: Raw -61021.049032 + Penalty 2162.180485 = -58858.868548
  nChanged 7
		SP:Iteration 11Q (110946.850000 sec): 3 clusters
  Score: Raw -61025.339390 + Penalty 2162.180485 = -58863.158905
  nChanged 5
		SP:Iteration 12Q (110947.030000 sec): 3 clusters
  Score: Raw -61031.621641 + Penalty 2162.180485 = -58869.441156
  nChanged 5
		SP:Iteration 13Q (110947.210000 sec): 3 clusters
  Score: Raw -61049.218267 + Penalty 2162.180485 = -58887.037782
  nChanged 5
		SP:Iteration 14Q (110947.380000 sec): 3 clusters
  Score: Raw -61053.182681 + Penalty 2162.180485 = -58891.002197
  nChanged 4
		SP:Iteration 15Q (110947.560000 sec): 3 clusters
  Score: Raw -61060.640091 + Penalty 2162.180485 = -58898.459606
  nChanged 1
		SP:Iteration 16Q (110947.730000 sec): 3 clusters
  Score: Raw -61060.934607 + Penalty 2162.180485 = -58898.754122
  nChanged 1
		SP:Iteration 17Q (110947.910000 sec): 3 clusters
  Score: Raw -61061.258413 + Penalty 2162.180485 = -58899.077929
  nChanged 0
		SP:Iteration 18F (110948.090000 sec): 3 clusters
  Score: Raw -61061.258413 + Penalty 2162.180485 = -58899.077929
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 64 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110948.170000 sec): 2 clusters
  Score: Raw -36967.533101 + Penalty 986.494881 = -35981.038220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110948.350000 sec): 3 clusters
  Score: Raw -36956.268658 + Penalty 1972.989762 = -34983.278896
  nChanged 97
		SP:Iteration 1F (110948.520000 sec): 3 clusters
  Score: Raw -37101.512675 + Penalty 1972.989762 = -35128.522913
  nChanged 12
		SP:Iteration 2Q (110948.700000 sec): 3 clusters
  Score: Raw -37124.105294 + Penalty 1972.989762 = -35151.115533
  nChanged 5
		SP:Iteration 3Q (110948.880000 sec): 3 clusters
  Score: Raw -37132.118268 + Penalty 1972.989762 = -35159.128506
  nChanged 3
		SP:Iteration 4Q (110949.050000 sec): 3 clusters
  Score: Raw -37138.425794 + Penalty 1972.989762 = -35165.436032
  nChanged 1
		SP:Iteration 5Q (110949.230000 sec): 3 clusters
  Score: Raw -37140.663698 + Penalty 1972.989762 = -35167.673936
  nChanged 2
		SP:Iteration 6Q (110949.400000 sec): 3 clusters
  Score: Raw -37143.489824 + Penalty 1972.989762 = -35170.500063
  nChanged 1
		SP:Iteration 7Q (110949.580000 sec): 3 clusters
  Score: Raw -37145.845404 + Penalty 1972.989762 = -35172.855642
  nChanged 3
		SP:Iteration 8Q (110949.760000 sec): 3 clusters
  Score: Raw -37150.051087 + Penalty 1972.989762 = -35177.061326
  nChanged 2
		SP:Iteration 9Q (110949.930000 sec): 3 clusters
  Score: Raw -37155.857090 + Penalty 1972.989762 = -35182.867328
  nChanged 3
		SP:Iteration 10Q (110950.110000 sec): 3 clusters
  Score: Raw -37162.110480 + Penalty 1972.989762 = -35189.120719
  nChanged 0
		SP:Iteration 11F (110950.280000 sec): 3 clusters
  Score: Raw -37162.110480 + Penalty 1972.989762 = -35189.120719
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 65 (1544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110950.360000 sec): 2 clusters
  Score: Raw -128525.784877 + Penalty 1193.096406 = -127332.688471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110950.540000 sec): 3 clusters
  Score: Raw -127996.214155 + Penalty 2386.192812 = -125610.021342
  nChanged 482
		SP:Iteration 1F (110950.710000 sec): 3 clusters
  Score: Raw -128378.714010 + Penalty 2386.192812 = -125992.521197
  nChanged 112
		SP:Iteration 2F (110950.890000 sec): 3 clusters
  Score: Raw -128486.369223 + Penalty 2386.192812 = -126100.176410
  nChanged 66
		SP:Iteration 3Q (110951.060000 sec): 3 clusters
  Score: Raw -128547.743391 + Penalty 2386.192812 = -126161.550578
  nChanged 54
		SP:Iteration 4Q (110951.240000 sec): 3 clusters
  Score: Raw -128598.012180 + Penalty 2386.192812 = -126211.819367
  nChanged 52
		SP:Iteration 5Q (110951.420000 sec): 3 clusters
  Score: Raw -128643.277996 + Penalty 2386.192812 = -126257.085184
  nChanged 36
		SP:Iteration 6Q (110951.600000 sec): 3 clusters
  Score: Raw -128668.290666 + Penalty 2386.192812 = -126282.097854
  nChanged 34
		SP:Iteration 7Q (110951.770000 sec): 3 clusters
  Score: Raw -128691.260573 + Penalty 2386.192812 = -126305.067760
  nChanged 24
		SP:Iteration 8Q (110951.940000 sec): 3 clusters
  Score: Raw -128709.510621 + Penalty 2386.192812 = -126323.317809
  nChanged 19
		SP:Iteration 9Q (110952.120000 sec): 3 clusters
  Score: Raw -128731.219948 + Penalty 2386.192812 = -126345.027136
  nChanged 17
		SP:Iteration 10Q (110952.300000 sec): 3 clusters
  Score: Raw -128744.241661 + Penalty 2386.192812 = -126358.048848
  nChanged 10
		SP:Iteration 11Q (110952.470000 sec): 3 clusters
  Score: Raw -128751.345725 + Penalty 2386.192812 = -126365.152913
  nChanged 5
		SP:Iteration 12Q (110952.650000 sec): 3 clusters
  Score: Raw -128754.663529 + Penalty 2386.192812 = -126368.470716
  nChanged 2
		SP:Iteration 13Q (110952.820000 sec): 3 clusters
  Score: Raw -128756.186970 + Penalty 2386.192812 = -126369.994157
  nChanged 1
		SP:Iteration 14Q (110953.000000 sec): 3 clusters
  Score: Raw -128757.060852 + Penalty 2386.192812 = -126370.868039
  nChanged 0
		SP:Iteration 15F (110953.170000 sec): 3 clusters
  Score: Raw -128757.060852 + Penalty 2386.192812 = -126370.868039
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 66 (450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110953.260000 sec): 2 clusters
  Score: Raw -36746.869961 + Penalty 992.752732 = -35754.117229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110953.280000 sec): 3 clusters
  Score: Raw -36705.578315 + Penalty 1985.505464 = -34720.072851
  nChanged 85
		SP:Iteration 1F (110953.290000 sec): 3 clusters
  Score: Raw -36836.080403 + Penalty 1985.505464 = -34850.574939
  nChanged 29
		SP:Iteration 2F (110953.300000 sec): 3 clusters
  Score: Raw -36893.436878 + Penalty 1985.505464 = -34907.931414
  nChanged 15
		SP:Iteration 3Q (110953.350000 sec): 3 clusters
  Score: Raw -36926.450645 + Penalty 1985.505464 = -34940.945181
  nChanged 6
		SP:Iteration 4Q (110953.530000 sec): 3 clusters
  Score: Raw -36937.777094 + Penalty 1985.505464 = -34952.271630
  nChanged 2
		SP:Iteration 5Q (110953.700000 sec): 3 clusters
  Score: Raw -36942.394264 + Penalty 1985.505464 = -34956.888800
  nChanged 4
		SP:Iteration 6Q (110953.880000 sec): 3 clusters
  Score: Raw -36947.889725 + Penalty 1985.505464 = -34962.384261
  nChanged 1
		SP:Iteration 7Q (110954.050000 sec): 3 clusters
  Score: Raw -36950.775759 + Penalty 1985.505464 = -34965.270294
  nChanged 3
		SP:Iteration 8Q (110954.230000 sec): 3 clusters
  Score: Raw -36957.640190 + Penalty 1985.505464 = -34972.134725
  nChanged 3
		SP:Iteration 9Q (110954.400000 sec): 3 clusters
  Score: Raw -36965.640532 + Penalty 1985.505464 = -34980.135068
  nChanged 3
		SP:Iteration 10Q (110954.580000 sec): 3 clusters
  Score: Raw -36972.585606 + Penalty 1985.505464 = -34987.080142
  nChanged 1
		SP:Iteration 11Q (110954.760000 sec): 3 clusters
  Score: Raw -36976.030224 + Penalty 1985.505464 = -34990.524760
  nChanged 1
		SP:Iteration 12Q (110954.930000 sec): 3 clusters
  Score: Raw -36976.692055 + Penalty 1985.505464 = -34991.186590
  nChanged 1
		SP:Iteration 13Q (110955.110000 sec): 3 clusters
  Score: Raw -36977.404291 + Penalty 1985.505464 = -34991.898826
  nChanged 0
		SP:Iteration 14F (110955.280000 sec): 3 clusters
  Score: Raw -36977.404291 + Penalty 1985.505464 = -34991.898826
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 67 (2749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110955.390000 sec): 2 clusters
  Score: Raw -225208.804643 + Penalty 1286.836279 = -223921.968364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110955.550000 sec): 3 clusters
  Score: Raw -223966.130744 + Penalty 2573.672559 = -221392.458185
  nChanged 991
		SP:Iteration 1F (110955.710000 sec): 3 clusters
  Score: Raw -224580.693974 + Penalty 2573.672559 = -222007.021415
  nChanged 213
		SP:Iteration 2F (110955.870000 sec): 3 clusters
  Score: Raw -224713.143744 + Penalty 2573.672559 = -222139.471186
  nChanged 128
		SP:Iteration 3Q (110956.030000 sec): 3 clusters
  Score: Raw -224792.828143 + Penalty 2573.672559 = -222219.155585
  nChanged 85
		SP:Iteration 4Q (110956.190000 sec): 3 clusters
  Score: Raw -224842.679262 + Penalty 2573.672559 = -222269.006703
  nChanged 74
		SP:Iteration 5Q (110956.350000 sec): 3 clusters
  Score: Raw -224886.770327 + Penalty 2573.672559 = -222313.097768
  nChanged 68
		SP:Iteration 6Q (110956.520000 sec): 3 clusters
  Score: Raw -224923.213064 + Penalty 2573.672559 = -222349.540505
  nChanged 56
		SP:Iteration 7Q (110956.700000 sec): 3 clusters
  Score: Raw -224957.042695 + Penalty 2573.672559 = -222383.370136
  nChanged 49
		SP:Iteration 8Q (110956.870000 sec): 3 clusters
  Score: Raw -224989.088823 + Penalty 2573.672559 = -222415.416265
  nChanged 57
		SP:Iteration 9Q (110957.040000 sec): 3 clusters
  Score: Raw -225025.187174 + Penalty 2573.672559 = -222451.514615
  nChanged 59
		SP:Iteration 10Q (110957.220000 sec): 3 clusters
  Score: Raw -225058.007332 + Penalty 2573.672559 = -222484.334774
  nChanged 56
		SP:Iteration 11Q (110957.390000 sec): 3 clusters
  Score: Raw -225091.499348 + Penalty 2573.672559 = -222517.826790
  nChanged 47
		SP:Iteration 12Q (110957.560000 sec): 3 clusters
  Score: Raw -225115.657120 + Penalty 2573.672559 = -222541.984561
  nChanged 35
		SP:Iteration 13Q (110957.740000 sec): 3 clusters
  Score: Raw -225131.483400 + Penalty 2573.672559 = -222557.810841
  nChanged 29
		SP:Iteration 14Q (110957.910000 sec): 3 clusters
  Score: Raw -225144.172736 + Penalty 2573.672559 = -222570.500177
  nChanged 25
		SP:Iteration 15Q (110958.080000 sec): 3 clusters
  Score: Raw -225154.046171 + Penalty 2573.672559 = -222580.373612
  nChanged 17
		SP:Iteration 16Q (110958.260000 sec): 3 clusters
  Score: Raw -225160.962459 + Penalty 2573.672559 = -222587.289901
  nChanged 16
		SP:Iteration 17Q (110958.430000 sec): 3 clusters
  Score: Raw -225169.022073 + Penalty 2573.672559 = -222595.349514
  nChanged 15
		SP:Iteration 18Q (110958.600000 sec): 3 clusters
  Score: Raw -225173.523302 + Penalty 2573.672559 = -222599.850743
  nChanged 10
		SP:Iteration 19Q (110958.780000 sec): 3 clusters
  Score: Raw -225177.837239 + Penalty 2573.672559 = -222604.164681
  nChanged 11
		SP:Iteration 20F (110958.950000 sec): 3 clusters
  Score: Raw -225180.914036 + Penalty 2573.672559 = -222607.241477
  nChanged 7
		SP:Iteration 21Q (110959.120000 sec): 3 clusters
  Score: Raw -225183.221101 + Penalty 2573.672559 = -222609.548542
  nChanged 8
		SP:Iteration 22Q (110959.300000 sec): 3 clusters
  Score: Raw -225185.338687 + Penalty 2573.672559 = -222611.666128
  nChanged 9
		SP:Iteration 23Q (110959.470000 sec): 3 clusters
  Score: Raw -225188.524162 + Penalty 2573.672559 = -222614.851603
  nChanged 9
		SP:Iteration 24Q (110959.640000 sec): 3 clusters
  Score: Raw -225193.127311 + Penalty 2573.672559 = -222619.454753
  nChanged 10
		SP:Iteration 25Q (110959.820000 sec): 3 clusters
  Score: Raw -225197.302910 + Penalty 2573.672559 = -222623.630351
  nChanged 8
		SP:Iteration 26Q (110959.990000 sec): 3 clusters
  Score: Raw -225202.286244 + Penalty 2573.672559 = -222628.613686
  nChanged 9
		SP:Iteration 27Q (110960.160000 sec): 3 clusters
  Score: Raw -225207.448449 + Penalty 2573.672559 = -222633.775891
  nChanged 10
		SP:Iteration 28Q (110960.340000 sec): 3 clusters
  Score: Raw -225212.707480 + Penalty 2573.672559 = -222639.034921
  nChanged 4
		SP:Iteration 29Q (110960.510000 sec): 3 clusters
  Score: Raw -225214.418652 + Penalty 2573.672559 = -222640.746094
  nChanged 5
		SP:Iteration 30Q (110960.680000 sec): 3 clusters
  Score: Raw -225216.089445 + Penalty 2573.672559 = -222642.416886
  nChanged 3
		SP:Iteration 31Q (110960.860000 sec): 3 clusters
  Score: Raw -225216.599732 + Penalty 2573.672559 = -222642.927173
  nChanged 2
		SP:Iteration 32Q (110961.030000 sec): 3 clusters
  Score: Raw -225218.238414 + Penalty 2573.672559 = -222644.565855
  nChanged 4
		SP:Iteration 33Q (110961.200000 sec): 3 clusters
  Score: Raw -225220.346356 + Penalty 2573.672559 = -222646.673797
  nChanged 8
		SP:Iteration 34Q (110961.380000 sec): 3 clusters
  Score: Raw -225223.689661 + Penalty 2573.672559 = -222650.017102
  nChanged 8
		SP:Iteration 35Q (110961.550000 sec): 3 clusters
  Score: Raw -225228.408203 + Penalty 2573.672559 = -222654.735644
  nChanged 9
		SP:Iteration 36Q (110961.720000 sec): 3 clusters
  Score: Raw -225231.070109 + Penalty 2573.672559 = -222657.397551
  nChanged 7
		SP:Iteration 37Q (110961.900000 sec): 3 clusters
  Score: Raw -225232.467965 + Penalty 2573.672559 = -222658.795406
  nChanged 5
		SP:Iteration 38Q (110962.080000 sec): 3 clusters
  Score: Raw -225233.839782 + Penalty 2573.672559 = -222660.167223
  nChanged 6
		SP:Iteration 39Q (110962.250000 sec): 3 clusters
  Score: Raw -225235.776979 + Penalty 2573.672559 = -222662.104421
  nChanged 4
		SP:Iteration 40F (110962.420000 sec): 3 clusters
  Score: Raw -225237.799302 + Penalty 2573.672559 = -222664.126743
  nChanged 11
		SP:Iteration 41Q (110962.580000 sec): 3 clusters
  Score: Raw -225243.469105 + Penalty 2573.672559 = -222669.796546
  nChanged 10
		SP:Iteration 42Q (110962.760000 sec): 3 clusters
  Score: Raw -225246.630032 + Penalty 2573.672559 = -222672.957474
  nChanged 7
		SP:Iteration 43Q (110962.930000 sec): 3 clusters
  Score: Raw -225248.535174 + Penalty 2573.672559 = -222674.862615
  nChanged 4
		SP:Iteration 44Q (110963.100000 sec): 3 clusters
  Score: Raw -225250.156795 + Penalty 2573.672559 = -222676.484236
  nChanged 3
		SP:Iteration 45Q (110963.280000 sec): 3 clusters
  Score: Raw -225251.208126 + Penalty 2573.672559 = -222677.535567
  nChanged 3
		SP:Iteration 46Q (110963.450000 sec): 3 clusters
  Score: Raw -225252.312122 + Penalty 2573.672559 = -222678.639564
  nChanged 0
		SP:Iteration 47F (110963.620000 sec): 3 clusters
  Score: Raw -225252.312122 + Penalty 2573.672559 = -222678.639564
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 68 (7361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110963.760000 sec): 2 clusters
  Score: Raw -608980.497014 + Penalty 1446.892049 = -607533.604964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110963.930000 sec): 3 clusters
  Score: Raw -605057.440589 + Penalty 2893.784098 = -602163.656490
  nChanged 3006
		SP:Iteration 1F (110964.130000 sec): 3 clusters
  Score: Raw -606798.072064 + Penalty 2893.784098 = -603904.287966
  nChanged 594
		SP:Iteration 2F (110964.330000 sec): 3 clusters
  Score: Raw -607354.176688 + Penalty 2893.784098 = -604460.392590
  nChanged 574
		SP:Iteration 3F (110964.520000 sec): 3 clusters
  Score: Raw -607823.879182 + Penalty 2893.784098 = -604930.095083
  nChanged 538
		SP:Iteration 4F (110964.720000 sec): 3 clusters
  Score: Raw -608157.362387 + Penalty 2893.784098 = -605263.578289
  nChanged 407
		SP:Iteration 5F (110964.920000 sec): 3 clusters
  Score: Raw -608379.073088 + Penalty 2893.784098 = -605485.288989
  nChanged 294
		SP:Iteration 6Q (110965.120000 sec): 3 clusters
  Score: Raw -608514.056828 + Penalty 2893.784098 = -605620.272730
  nChanged 235
		SP:Iteration 7Q (110965.320000 sec): 3 clusters
  Score: Raw -608610.040020 + Penalty 2893.784098 = -605716.255922
  nChanged 196
		SP:Iteration 8Q (110965.520000 sec): 3 clusters
  Score: Raw -608689.871479 + Penalty 2893.784098 = -605796.087380
  nChanged 168
		SP:Iteration 9Q (110965.700000 sec): 3 clusters
  Score: Raw -608755.276238 + Penalty 2893.784098 = -605861.492140
  nChanged 131
		SP:Iteration 10Q (110965.900000 sec): 3 clusters
  Score: Raw -608798.495154 + Penalty 2893.784098 = -605904.711056
  nChanged 118
		SP:Iteration 11Q (110966.100000 sec): 3 clusters
  Score: Raw -608829.911081 + Penalty 2893.784098 = -605936.126983
  nChanged 88
		SP:Iteration 12Q (110966.300000 sec): 3 clusters
  Score: Raw -608856.744798 + Penalty 2893.784098 = -605962.960700
  nChanged 87
		SP:Iteration 13Q (110966.490000 sec): 3 clusters
  Score: Raw -608889.646827 + Penalty 2893.784098 = -605995.862728
  nChanged 105
		SP:Iteration 14Q (110966.690000 sec): 3 clusters
  Score: Raw -608922.879838 + Penalty 2893.784098 = -606029.095740
  nChanged 89
		SP:Iteration 15Q (110966.880000 sec): 3 clusters
  Score: Raw -608950.956716 + Penalty 2893.784098 = -606057.172618
  nChanged 86
		SP:Iteration 16Q (110967.090000 sec): 3 clusters
  Score: Raw -608975.975452 + Penalty 2893.784098 = -606082.191354
  nChanged 79
		SP:Iteration 17Q (110967.290000 sec): 3 clusters
  Score: Raw -609001.899990 + Penalty 2893.784098 = -606108.115891
  nChanged 62
		SP:Iteration 18Q (110967.480000 sec): 3 clusters
  Score: Raw -609021.369949 + Penalty 2893.784098 = -606127.585851
  nChanged 66
		SP:Iteration 19Q (110967.680000 sec): 3 clusters
  Score: Raw -609037.611556 + Penalty 2893.784098 = -606143.827458
  nChanged 56
		SP:Iteration 20F (110967.870000 sec): 3 clusters
  Score: Raw -609051.361797 + Penalty 2893.784098 = -606157.577699
  nChanged 56
		SP:Iteration 21Q (110968.070000 sec): 3 clusters
  Score: Raw -609065.297046 + Penalty 2893.784098 = -606171.512947
  nChanged 57
		SP:Iteration 22Q (110968.270000 sec): 3 clusters
  Score: Raw -609078.641936 + Penalty 2893.784098 = -606184.857838
  nChanged 52
		SP:Iteration 23Q (110968.470000 sec): 3 clusters
  Score: Raw -609092.445933 + Penalty 2893.784098 = -606198.661834
  nChanged 53
		SP:Iteration 24Q (110968.690000 sec): 3 clusters
  Score: Raw -609110.966264 + Penalty 2893.784098 = -606217.182165
  nChanged 48
		SP:Iteration 25Q (110968.860000 sec): 3 clusters
  Score: Raw -609126.898322 + Penalty 2893.784098 = -606233.114224
  nChanged 48
		SP:Iteration 26Q (110969.050000 sec): 3 clusters
  Score: Raw -609139.939581 + Penalty 2893.784098 = -606246.155482
  nChanged 51
		SP:Iteration 27Q (110969.250000 sec): 3 clusters
  Score: Raw -609152.940223 + Penalty 2893.784098 = -606259.156125
  nChanged 53
		SP:Iteration 28Q (110969.450000 sec): 3 clusters
  Score: Raw -609167.996957 + Penalty 2893.784098 = -606274.212858
  nChanged 39
		SP:Iteration 29Q (110969.650000 sec): 3 clusters
  Score: Raw -609176.538784 + Penalty 2893.784098 = -606282.754686
  nChanged 39
		SP:Iteration 30Q (110969.850000 sec): 3 clusters
  Score: Raw -609186.813833 + Penalty 2893.784098 = -606293.029734
  nChanged 43
		SP:Iteration 31Q (110970.050000 sec): 3 clusters
  Score: Raw -609197.994129 + Penalty 2893.784098 = -606304.210030
  nChanged 46
		SP:Iteration 32Q (110970.230000 sec): 3 clusters
  Score: Raw -609210.192088 + Penalty 2893.784098 = -606316.407989
  nChanged 47
		SP:Iteration 33Q (110970.450000 sec): 3 clusters
  Score: Raw -609225.092224 + Penalty 2893.784098 = -606331.308125
  nChanged 46
		SP:Iteration 34Q (110970.610000 sec): 3 clusters
  Score: Raw -609239.191437 + Penalty 2893.784098 = -606345.407339
  nChanged 51
		SP:Iteration 35Q (110970.800000 sec): 3 clusters
  Score: Raw -609256.108081 + Penalty 2893.784098 = -606362.323982
  nChanged 47
		SP:Iteration 36Q (110970.990000 sec): 3 clusters
  Score: Raw -609268.991073 + Penalty 2893.784098 = -606375.206974
  nChanged 42
		SP:Iteration 37Q (110971.190000 sec): 3 clusters
  Score: Raw -609281.697465 + Penalty 2893.784098 = -606387.913367
  nChanged 42
		SP:Iteration 38Q (110971.380000 sec): 3 clusters
  Score: Raw -609292.042218 + Penalty 2893.784098 = -606398.258120
  nChanged 44
		SP:Iteration 39Q (110971.570000 sec): 3 clusters
  Score: Raw -609307.568661 + Penalty 2893.784098 = -606413.784562
  nChanged 48
		SP:Iteration 40F (110971.750000 sec): 3 clusters
  Score: Raw -609322.377255 + Penalty 2893.784098 = -606428.593157
  nChanged 60
		SP:Iteration 41Q (110971.950000 sec): 3 clusters
  Score: Raw -609342.331901 + Penalty 2893.784098 = -606448.547802
  nChanged 62
		SP:Iteration 42Q (110972.150000 sec): 3 clusters
  Score: Raw -609362.127340 + Penalty 2893.784098 = -606468.343241
  nChanged 56
		SP:Iteration 43Q (110972.420000 sec): 3 clusters
  Score: Raw -609378.822860 + Penalty 2893.784098 = -606485.038762
  nChanged 48
		SP:Iteration 44Q (110972.570000 sec): 3 clusters
  Score: Raw -609392.641425 + Penalty 2893.784098 = -606498.857326
  nChanged 41
		SP:Iteration 45Q (110972.770000 sec): 3 clusters
  Score: Raw -609403.423106 + Penalty 2893.784098 = -606509.639008
  nChanged 41
		SP:Iteration 46Q (110972.970000 sec): 3 clusters
  Score: Raw -609416.679126 + Penalty 2893.784098 = -606522.895027
  nChanged 40
		SP:Iteration 47Q (110973.150000 sec): 3 clusters
  Score: Raw -609426.677477 + Penalty 2893.784098 = -606532.893378
  nChanged 28
		SP:Iteration 48Q (110973.340000 sec): 3 clusters
  Score: Raw -609435.791178 + Penalty 2893.784098 = -606542.007080
  nChanged 31
		SP:Iteration 49Q (110973.550000 sec): 3 clusters
  Score: Raw -609444.176358 + Penalty 2893.784098 = -606550.392259
  nChanged 29
		SP:Iteration 50Q (110973.740000 sec): 3 clusters
  Score: Raw -609453.748660 + Penalty 2893.784098 = -606559.964562
  nChanged 41
		SP:Iteration 51Q (110973.930000 sec): 3 clusters
  Score: Raw -609466.514605 + Penalty 2893.784098 = -606572.730506
  nChanged 38
		SP:Iteration 52Q (110974.130000 sec): 3 clusters
  Score: Raw -609478.724180 + Penalty 2893.784098 = -606584.940081
  nChanged 41
		SP:Iteration 53Q (110974.330000 sec): 3 clusters
  Score: Raw -609495.162499 + Penalty 2893.784098 = -606601.378401
  nChanged 58
		SP:Iteration 54Q (110974.530000 sec): 3 clusters
  Score: Raw -609516.124497 + Penalty 2893.784098 = -606622.340399
  nChanged 51
		SP:Iteration 55Q (110974.710000 sec): 3 clusters
  Score: Raw -609536.105695 + Penalty 2893.784098 = -606642.321597
  nChanged 49
		SP:Iteration 56Q (110974.830000 sec): 3 clusters
  Score: Raw -609554.295375 + Penalty 2893.784098 = -606660.511276
  nChanged 42
		SP:Iteration 57Q (110975.040000 sec): 3 clusters
  Score: Raw -609568.991079 + Penalty 2893.784098 = -606675.206981
  nChanged 51
		SP:Iteration 58Q (110975.240000 sec): 3 clusters
  Score: Raw -609592.909561 + Penalty 2893.784098 = -606699.125463
  nChanged 59
		SP:Iteration 59Q (110975.440000 sec): 3 clusters
  Score: Raw -609622.071483 + Penalty 2893.784098 = -606728.287384
  nChanged 55
		SP:Iteration 60F (110975.640000 sec): 3 clusters
  Score: Raw -609646.140822 + Penalty 2893.784098 = -606752.356723
  nChanged 54
		SP:Iteration 61Q (110975.840000 sec): 3 clusters
  Score: Raw -609667.043299 + Penalty 2893.784098 = -606773.259201
  nChanged 38
		SP:Iteration 62Q (110976.030000 sec): 3 clusters
  Score: Raw -609681.661205 + Penalty 2893.784098 = -606787.877107
  nChanged 33
		SP:Iteration 63Q (110976.210000 sec): 3 clusters
  Score: Raw -609693.569595 + Penalty 2893.784098 = -606799.785497
  nChanged 27
		SP:Iteration 64Q (110976.410000 sec): 3 clusters
  Score: Raw -609703.945244 + Penalty 2893.784098 = -606810.161146
  nChanged 33
		SP:Iteration 65Q (110976.610000 sec): 3 clusters
  Score: Raw -609720.159547 + Penalty 2893.784098 = -606826.375448
  nChanged 47
		SP:Iteration 66Q (110976.810000 sec): 3 clusters
  Score: Raw -609739.505289 + Penalty 2893.784098 = -606845.721190
  nChanged 36
		SP:Iteration 67Q (110977.010000 sec): 3 clusters
  Score: Raw -609753.700194 + Penalty 2893.784098 = -606859.916095
  nChanged 31
		SP:Iteration 68Q (110977.210000 sec): 3 clusters
  Score: Raw -609768.157206 + Penalty 2893.784098 = -606874.373107
  nChanged 33
		SP:Iteration 69Q (110977.410000 sec): 3 clusters
  Score: Raw -609784.149538 + Penalty 2893.784098 = -606890.365439
  nChanged 38
		SP:Iteration 70Q (110977.660000 sec): 3 clusters
  Score: Raw -609801.885674 + Penalty 2893.784098 = -606908.101576
  nChanged 27
		SP:Iteration 71Q (110977.880000 sec): 3 clusters
  Score: Raw -609811.785694 + Penalty 2893.784098 = -606918.001596
  nChanged 29
		SP:Iteration 72Q (110978.030000 sec): 3 clusters
  Score: Raw -609824.363470 + Penalty 2893.784098 = -606930.579372
  nChanged 24
		SP:Iteration 73Q (110978.210000 sec): 3 clusters
  Score: Raw -609831.211186 + Penalty 2893.784098 = -606937.427088
  nChanged 23
		SP:Iteration 74Q (110978.400000 sec): 3 clusters
  Score: Raw -609840.955032 + Penalty 2893.784098 = -606947.170934
  nChanged 20
		SP:Iteration 75Q (110978.550000 sec): 3 clusters
  Score: Raw -609850.994140 + Penalty 2893.784098 = -606957.210041
  nChanged 20
		SP:Iteration 76Q (110978.690000 sec): 3 clusters
  Score: Raw -609859.849733 + Penalty 2893.784098 = -606966.065635
  nChanged 22
		SP:Iteration 77Q (110978.880000 sec): 3 clusters
  Score: Raw -609869.592293 + Penalty 2893.784098 = -606975.808194
  nChanged 14
		SP:Iteration 78Q (110979.070000 sec): 3 clusters
  Score: Raw -609876.198771 + Penalty 2893.784098 = -606982.414673
  nChanged 24
		SP:Iteration 79Q (110979.260000 sec): 3 clusters
  Score: Raw -609889.150090 + Penalty 2893.784098 = -606995.365991
  nChanged 22
		SP:Iteration 80F (110979.440000 sec): 3 clusters
  Score: Raw -609900.635971 + Penalty 2893.784098 = -607006.851873
  nChanged 19
		SP:Iteration 81Q (110979.630000 sec): 3 clusters
  Score: Raw -609909.230806 + Penalty 2893.784098 = -607015.446707
  nChanged 17
		SP:Iteration 82Q (110979.780000 sec): 3 clusters
  Score: Raw -609917.791168 + Penalty 2893.784098 = -607024.007070
  nChanged 14
		SP:Iteration 83Q (110979.960000 sec): 3 clusters
  Score: Raw -609925.094858 + Penalty 2893.784098 = -607031.310760
  nChanged 17
		SP:Iteration 84Q (110980.150000 sec): 3 clusters
  Score: Raw -609944.892498 + Penalty 2893.784098 = -607051.108400
  nChanged 20
		SP:Iteration 85Q (110980.330000 sec): 3 clusters
  Score: Raw -609961.710465 + Penalty 2893.784098 = -607067.926367
  nChanged 20
		SP:Iteration 86Q (110980.510000 sec): 3 clusters
  Score: Raw -609970.768094 + Penalty 2893.784098 = -607076.983996
  nChanged 16
		SP:Iteration 87Q (110980.700000 sec): 3 clusters
  Score: Raw -609978.842803 + Penalty 2893.784098 = -607085.058705
  nChanged 11
		SP:Iteration 88Q (110980.880000 sec): 3 clusters
  Score: Raw -609989.845423 + Penalty 2893.784098 = -607096.061325
  nChanged 12
		SP:Iteration 89Q (110981.070000 sec): 3 clusters
  Score: Raw -609998.576815 + Penalty 2893.784098 = -607104.792717
  nChanged 13
		SP:Iteration 90Q (110981.250000 sec): 3 clusters
  Score: Raw -610004.824627 + Penalty 2893.784098 = -607111.040528
  nChanged 10
		SP:Iteration 91Q (110981.440000 sec): 3 clusters
  Score: Raw -610009.353672 + Penalty 2893.784098 = -607115.569573
  nChanged 6
		SP:Iteration 92Q (110981.620000 sec): 3 clusters
  Score: Raw -610013.101150 + Penalty 2893.784098 = -607119.317052
  nChanged 6
		SP:Iteration 93Q (110981.810000 sec): 3 clusters
  Score: Raw -610016.287076 + Penalty 2893.784098 = -607122.502978
  nChanged 7
		SP:Iteration 94Q (110981.990000 sec): 3 clusters
  Score: Raw -610021.536112 + Penalty 2893.784098 = -607127.752013
  nChanged 6
		SP:Iteration 95Q (110982.180000 sec): 3 clusters
  Score: Raw -610025.180508 + Penalty 2893.784098 = -607131.396410
  nChanged 5
		SP:Iteration 96Q (110982.360000 sec): 3 clusters
  Score: Raw -610027.579998 + Penalty 2893.784098 = -607133.795900
  nChanged 2
		SP:Iteration 97Q (110982.540000 sec): 3 clusters
  Score: Raw -610028.738659 + Penalty 2893.784098 = -607134.954561
  nChanged 1
		SP:Iteration 98Q (110982.730000 sec): 3 clusters
  Score: Raw -610029.372920 + Penalty 2893.784098 = -607135.588822
  nChanged 2
		SP:Iteration 99Q (110982.910000 sec): 3 clusters
  Score: Raw -610029.973382 + Penalty 2893.784098 = -607136.189283
  nChanged 0
		SP:Iteration 100F (110983.100000 sec): 3 clusters
  Score: Raw -610029.973382 + Penalty 2893.784098 = -607136.189283
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 69 (2988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110983.200000 sec): 2 clusters
  Score: Raw -233030.683981 + Penalty 1300.383426 = -231730.300554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110983.340000 sec): 3 clusters
  Score: Raw -231631.032190 + Penalty 2600.766853 = -229030.265338
  nChanged 1117
		SP:Iteration 1F (110983.520000 sec): 3 clusters
  Score: Raw -232272.615356 + Penalty 2600.766853 = -229671.848504
  nChanged 219
		SP:Iteration 2F (110983.700000 sec): 3 clusters
  Score: Raw -232428.433447 + Penalty 2600.766853 = -229827.666595
  nChanged 173
		SP:Iteration 3F (110983.870000 sec): 3 clusters
  Score: Raw -232558.343212 + Penalty 2600.766853 = -229957.576360
  nChanged 138
		SP:Iteration 4Q (110984.050000 sec): 3 clusters
  Score: Raw -232674.608642 + Penalty 2600.766853 = -230073.841789
  nChanged 116
		SP:Iteration 5Q (110984.220000 sec): 3 clusters
  Score: Raw -232753.654793 + Penalty 2600.766853 = -230152.887940
  nChanged 95
		SP:Iteration 6Q (110984.400000 sec): 3 clusters
  Score: Raw -232802.544208 + Penalty 2600.766853 = -230201.777355
  nChanged 70
		SP:Iteration 7Q (110984.570000 sec): 3 clusters
  Score: Raw -232836.767352 + Penalty 2600.766853 = -230236.000500
  nChanged 54
		SP:Iteration 8Q (110984.740000 sec): 3 clusters
  Score: Raw -232860.262456 + Penalty 2600.766853 = -230259.495604
  nChanged 46
		SP:Iteration 9Q (110984.920000 sec): 3 clusters
  Score: Raw -232880.074630 + Penalty 2600.766853 = -230279.307778
  nChanged 43
		SP:Iteration 10Q (110985.100000 sec): 3 clusters
  Score: Raw -232900.543075 + Penalty 2600.766853 = -230299.776222
  nChanged 45
		SP:Iteration 11Q (110985.270000 sec): 3 clusters
  Score: Raw -232925.531137 + Penalty 2600.766853 = -230324.764285
  nChanged 51
		SP:Iteration 12Q (110985.450000 sec): 3 clusters
  Score: Raw -232949.548464 + Penalty 2600.766853 = -230348.781612
  nChanged 50
		SP:Iteration 13Q (110985.620000 sec): 3 clusters
  Score: Raw -232978.933023 + Penalty 2600.766853 = -230378.166170
  nChanged 48
		SP:Iteration 14Q (110985.840000 sec): 3 clusters
  Score: Raw -233005.391519 + Penalty 2600.766853 = -230404.624667
  nChanged 45
		SP:Iteration 15Q (110985.980000 sec): 3 clusters
  Score: Raw -233023.763823 + Penalty 2600.766853 = -230422.996971
  nChanged 45
		SP:Iteration 16Q (110986.140000 sec): 3 clusters
  Score: Raw -233041.644349 + Penalty 2600.766853 = -230440.877496
  nChanged 38
		SP:Iteration 17Q (110986.300000 sec): 3 clusters
  Score: Raw -233058.219018 + Penalty 2600.766853 = -230457.452166
  nChanged 30
		SP:Iteration 18Q (110986.460000 sec): 3 clusters
  Score: Raw -233070.998941 + Penalty 2600.766853 = -230470.232088
  nChanged 29
		SP:Iteration 19Q (110986.620000 sec): 3 clusters
  Score: Raw -233085.292068 + Penalty 2600.766853 = -230484.525215
  nChanged 32
		SP:Iteration 20F (110986.780000 sec): 3 clusters
  Score: Raw -233099.389641 + Penalty 2600.766853 = -230498.622789
  nChanged 33
		SP:Iteration 21Q (110986.940000 sec): 3 clusters
  Score: Raw -233116.213410 + Penalty 2600.766853 = -230515.446558
  nChanged 35
		SP:Iteration 22Q (110987.100000 sec): 3 clusters
  Score: Raw -233132.353897 + Penalty 2600.766853 = -230531.587044
  nChanged 32
		SP:Iteration 23Q (110987.260000 sec): 3 clusters
  Score: Raw -233150.581864 + Penalty 2600.766853 = -230549.815011
  nChanged 33
		SP:Iteration 24Q (110987.420000 sec): 3 clusters
  Score: Raw -233166.470446 + Penalty 2600.766853 = -230565.703594
  nChanged 32
		SP:Iteration 25Q (110987.580000 sec): 3 clusters
  Score: Raw -233180.071532 + Penalty 2600.766853 = -230579.304680
  nChanged 27
		SP:Iteration 26Q (110987.740000 sec): 3 clusters
  Score: Raw -233191.379526 + Penalty 2600.766853 = -230590.612673
  nChanged 19
		SP:Iteration 27Q (110987.900000 sec): 3 clusters
  Score: Raw -233202.220185 + Penalty 2600.766853 = -230601.453332
  nChanged 23
		SP:Iteration 28Q (110988.060000 sec): 3 clusters
  Score: Raw -233215.382010 + Penalty 2600.766853 = -230614.615157
  nChanged 16
		SP:Iteration 29Q (110988.220000 sec): 3 clusters
  Score: Raw -233220.996172 + Penalty 2600.766853 = -230620.229320
  nChanged 13
		SP:Iteration 30Q (110988.380000 sec): 3 clusters
  Score: Raw -233225.316771 + Penalty 2600.766853 = -230624.549918
  nChanged 15
		SP:Iteration 31Q (110988.560000 sec): 3 clusters
  Score: Raw -233231.562980 + Penalty 2600.766853 = -230630.796127
  nChanged 17
		SP:Iteration 32Q (110988.760000 sec): 3 clusters
  Score: Raw -233240.826249 + Penalty 2600.766853 = -230640.059396
  nChanged 19
		SP:Iteration 33Q (110988.910000 sec): 3 clusters
  Score: Raw -233252.320910 + Penalty 2600.766853 = -230651.554057
  nChanged 22
		SP:Iteration 34Q (110989.050000 sec): 3 clusters
  Score: Raw -233265.442053 + Penalty 2600.766853 = -230664.675200
  nChanged 24
		SP:Iteration 35Q (110989.200000 sec): 3 clusters
  Score: Raw -233283.263442 + Penalty 2600.766853 = -230682.496590
  nChanged 28
		SP:Iteration 36Q (110989.340000 sec): 3 clusters
  Score: Raw -233305.801402 + Penalty 2600.766853 = -230705.034549
  nChanged 31
		SP:Iteration 37Q (110989.480000 sec): 3 clusters
  Score: Raw -233330.372886 + Penalty 2600.766853 = -230729.606033
  nChanged 27
		SP:Iteration 38Q (110989.590000 sec): 3 clusters
  Score: Raw -233359.782102 + Penalty 2600.766853 = -230759.015249
  nChanged 30
		SP:Iteration 39Q (110989.760000 sec): 3 clusters
  Score: Raw -233394.356118 + Penalty 2600.766853 = -230793.589266
  nChanged 24
		SP:Iteration 40F (110989.940000 sec): 3 clusters
  Score: Raw -233415.213488 + Penalty 2600.766853 = -230814.446635
  nChanged 15
		SP:Iteration 41Q (110990.120000 sec): 3 clusters
  Score: Raw -233426.306381 + Penalty 2600.766853 = -230825.539528
  nChanged 17
		SP:Iteration 42Q (110990.290000 sec): 3 clusters
  Score: Raw -233434.263896 + Penalty 2600.766853 = -230833.497044
  nChanged 11
		SP:Iteration 43Q (110990.470000 sec): 3 clusters
  Score: Raw -233440.225505 + Penalty 2600.766853 = -230839.458653
  nChanged 9
		SP:Iteration 44Q (110990.640000 sec): 3 clusters
  Score: Raw -233444.164764 + Penalty 2600.766853 = -230843.397912
  nChanged 12
		SP:Iteration 45Q (110990.820000 sec): 3 clusters
  Score: Raw -233448.682242 + Penalty 2600.766853 = -230847.915390
  nChanged 7
		SP:Iteration 46Q (110991.000000 sec): 3 clusters
  Score: Raw -233450.919505 + Penalty 2600.766853 = -230850.152652
  nChanged 7
		SP:Iteration 47Q (110991.170000 sec): 3 clusters
  Score: Raw -233455.830263 + Penalty 2600.766853 = -230855.063410
  nChanged 7
		SP:Iteration 48Q (110991.340000 sec): 3 clusters
  Score: Raw -233459.204908 + Penalty 2600.766853 = -230858.438055
  nChanged 6
		SP:Iteration 49Q (110991.520000 sec): 3 clusters
  Score: Raw -233461.053213 + Penalty 2600.766853 = -230860.286361
  nChanged 3
		SP:Iteration 50Q (110991.690000 sec): 3 clusters
  Score: Raw -233462.067350 + Penalty 2600.766853 = -230861.300498
  nChanged 2
		SP:Iteration 51Q (110991.870000 sec): 3 clusters
  Score: Raw -233463.486874 + Penalty 2600.766853 = -230862.720021
  nChanged 3
		SP:Iteration 52Q (110992.040000 sec): 3 clusters
  Score: Raw -233464.364373 + Penalty 2600.766853 = -230863.597520
  nChanged 3
		SP:Iteration 53Q (110992.220000 sec): 3 clusters
  Score: Raw -233465.074621 + Penalty 2600.766853 = -230864.307768
  nChanged 2
		SP:Iteration 54Q (110992.390000 sec): 3 clusters
  Score: Raw -233466.053397 + Penalty 2600.766853 = -230865.286545
  nChanged 1
		SP:Iteration 55Q (110992.560000 sec): 3 clusters
  Score: Raw -233466.631140 + Penalty 2600.766853 = -230865.864287
  nChanged 3
		SP:Iteration 56Q (110992.740000 sec): 3 clusters
  Score: Raw -233467.674832 + Penalty 2600.766853 = -230866.907979
  nChanged 2
		SP:Iteration 57Q (110992.910000 sec): 3 clusters
  Score: Raw -233468.098678 + Penalty 2600.766853 = -230867.331826
  nChanged 0
		SP:Iteration 58F (110993.080000 sec): 3 clusters
  Score: Raw -233468.098678 + Penalty 2600.766853 = -230867.331826
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 70 (7896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110993.180000 sec): 2 clusters
  Score: Raw -637224.417376 + Penalty 1458.293132 = -635766.124244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110993.390000 sec): 3 clusters
  Score: Raw -632885.396514 + Penalty 2916.586264 = -629968.810250
  nChanged 3375
		SP:Iteration 1F (110993.570000 sec): 3 clusters
  Score: Raw -634871.129497 + Penalty 2916.586264 = -631954.543233
  nChanged 568
		SP:Iteration 2F (110993.750000 sec): 3 clusters
  Score: Raw -635193.215227 + Penalty 2916.586264 = -632276.628963
  nChanged 503
		SP:Iteration 3F (110993.940000 sec): 3 clusters
  Score: Raw -635493.593046 + Penalty 2916.586264 = -632577.006782
  nChanged 447
		SP:Iteration 4F (110994.130000 sec): 3 clusters
  Score: Raw -635798.505384 + Penalty 2916.586264 = -632881.919121
  nChanged 461
		SP:Iteration 5F (110994.350000 sec): 3 clusters
  Score: Raw -636151.063763 + Penalty 2916.586264 = -633234.477499
  nChanged 420
		SP:Iteration 6F (110994.490000 sec): 3 clusters
  Score: Raw -636492.243658 + Penalty 2916.586264 = -633575.657394
  nChanged 374
		SP:Iteration 7Q (110994.660000 sec): 3 clusters
  Score: Raw -636791.113402 + Penalty 2916.586264 = -633874.527138
  nChanged 324
		SP:Iteration 8Q (110994.860000 sec): 3 clusters
  Score: Raw -637036.284182 + Penalty 2916.586264 = -634119.697918
  nChanged 237
		SP:Iteration 9Q (110995.050000 sec): 3 clusters
  Score: Raw -637212.756050 + Penalty 2916.586264 = -634296.169786
  nChanged 179
		SP:Iteration 10Q (110995.250000 sec): 3 clusters
  Score: Raw -637362.970511 + Penalty 2916.586264 = -634446.384247
  nChanged 125
		SP:Iteration 11Q (110995.440000 sec): 3 clusters
  Score: Raw -637472.590400 + Penalty 2916.586264 = -634556.004136
  nChanged 90
		SP:Iteration 12Q (110995.640000 sec): 3 clusters
  Score: Raw -637542.796009 + Penalty 2916.586264 = -634626.209745
  nChanged 71
		SP:Iteration 13Q (110995.840000 sec): 3 clusters
  Score: Raw -637605.351515 + Penalty 2916.586264 = -634688.765252
  nChanged 60
		SP:Iteration 14Q (110996.040000 sec): 3 clusters
  Score: Raw -637658.504345 + Penalty 2916.586264 = -634741.918081
  nChanged 45
		SP:Iteration 15Q (110996.230000 sec): 3 clusters
  Score: Raw -637698.261329 + Penalty 2916.586264 = -634781.675065
  nChanged 37
		SP:Iteration 16Q (110996.430000 sec): 3 clusters
  Score: Raw -637725.636483 + Penalty 2916.586264 = -634809.050219
  nChanged 24
		SP:Iteration 17Q (110996.630000 sec): 3 clusters
  Score: Raw -637739.269723 + Penalty 2916.586264 = -634822.683460
  nChanged 14
		SP:Iteration 18Q (110996.820000 sec): 3 clusters
  Score: Raw -637748.303923 + Penalty 2916.586264 = -634831.717659
  nChanged 11
		SP:Iteration 19Q (110997.020000 sec): 3 clusters
  Score: Raw -637753.703497 + Penalty 2916.586264 = -634837.117233
  nChanged 8
		SP:Iteration 20F (110997.220000 sec): 3 clusters
  Score: Raw -637757.551088 + Penalty 2916.586264 = -634840.964824
  nChanged 6
		SP:Iteration 21Q (110997.430000 sec): 3 clusters
  Score: Raw -637760.631527 + Penalty 2916.586264 = -634844.045263
  nChanged 2
		SP:Iteration 22Q (110997.620000 sec): 3 clusters
  Score: Raw -637761.476236 + Penalty 2916.586264 = -634844.889972
  nChanged 1
		SP:Iteration 23Q (110997.800000 sec): 3 clusters
  Score: Raw -637762.763865 + Penalty 2916.586264 = -634846.177601
  nChanged 2
		SP:Iteration 24Q (110998.000000 sec): 3 clusters
  Score: Raw -637763.593766 + Penalty 2916.586264 = -634847.007502
  nChanged 2
		SP:Iteration 25Q (110998.200000 sec): 3 clusters
  Score: Raw -637764.056885 + Penalty 2916.586264 = -634847.470621
  nChanged 2
		SP:Iteration 26Q (110998.380000 sec): 3 clusters
  Score: Raw -637765.337999 + Penalty 2916.586264 = -634848.751735
  nChanged 1
		SP:Iteration 27Q (110998.570000 sec): 3 clusters
  Score: Raw -637765.745491 + Penalty 2916.586264 = -634849.159227
  nChanged 0
		SP:Iteration 28F (110998.750000 sec): 3 clusters
  Score: Raw -637765.745491 + Penalty 2916.586264 = -634849.159227
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 71 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110998.850000 sec): 2 clusters
  Score: Raw -22520.273555 + Penalty 896.586096 = -21623.687460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110999.010000 sec): 3 clusters
  Score: Raw -22577.135401 + Penalty 1793.172191 = -20783.963210
  nChanged 39
		SP:Iteration 1F (110999.170000 sec): 3 clusters
  Score: Raw -22659.607961 + Penalty 1793.172191 = -20866.435769
  nChanged 2
		SP:Iteration 2Q (110999.330000 sec): 3 clusters
  Score: Raw -22666.509396 + Penalty 1793.172191 = -20873.337204
  nChanged 3
		SP:Iteration 3Q (110999.490000 sec): 3 clusters
  Score: Raw -22673.072926 + Penalty 1793.172191 = -20879.900735
  nChanged 2
		SP:Iteration 4Q (110999.650000 sec): 3 clusters
  Score: Raw -22680.148259 + Penalty 1793.172191 = -20886.976068
  nChanged 1
		SP:Iteration 5Q (110999.810000 sec): 3 clusters
  Score: Raw -22682.152065 + Penalty 1793.172191 = -20888.979873
  nChanged 0
		SP:Iteration 6F (110999.970000 sec): 3 clusters
  Score: Raw -22682.152065 + Penalty 1793.172191 = -20888.979873
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 72 (2838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (111000.060000 sec): 2 clusters
  Score: Raw -230433.321486 + Penalty 1292.013914 = -229141.307572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (111000.210000 sec): 3 clusters
  Score: Raw -229099.132504 + Penalty 2584.027829 = -226515.104675
  nChanged 1092
		SP:Iteration 1F (111000.370000 sec): 3 clusters
  Score: Raw -229878.663930 + Penalty 2584.027829 = -227294.636101
  nChanged 267
		SP:Iteration 2F (111000.530000 sec): 3 clusters
  Score: Raw -230179.677645 + Penalty 2584.027829 = -227595.649816
  nChanged 214
		SP:Iteration 3F (111000.690000 sec): 3 clusters
  Score: Raw -230479.254385 + Penalty 2584.027829 = -227895.226557
  nChanged 206
		SP:Iteration 4F (111000.860000 sec): 3 clusters
  Score: Raw -230729.209764 + Penalty 2584.027829 = -228145.181935
  nChanged 187
		SP:Iteration 5F (111001.030000 sec): 3 clusters
  Score: Raw -230924.912095 + Penalty 2584.027829 = -228340.884266
  nChanged 150
		SP:Iteration 6F (111001.210000 sec): 3 clusters
  Score: Raw -231058.925209 + Penalty 2584.027829 = -228474.897380
  nChanged 111
		SP:Iteration 7Q (111001.380000 sec): 3 clusters
  Score: Raw -231146.909175 + Penalty 2584.027829 = -228562.881346
  nChanged 67
		SP:Iteration 8Q (111001.560000 sec): 3 clusters
  Score: Raw -231195.699681 + Penalty 2584.027829 = -228611.671852
  nChanged 44
		SP:Iteration 9Q (111001.740000 sec): 3 clusters
  Score: Raw -231221.659232 + Penalty 2584.027829 = -228637.631404
  nChanged 21
		SP:Iteration 10Q (111001.910000 sec): 3 clusters
  Score: Raw -231231.282942 + Penalty 2584.027829 = -228647.255114
  nChanged 12
		SP:Iteration 11Q (111002.080000 sec): 3 clusters
  Score: Raw -231236.812572 + Penalty 2584.027829 = -228652.784743
  nChanged 10
		SP:Iteration 12Q (111002.260000 sec): 3 clusters
  Score: Raw -231241.873268 + Penalty 2584.027829 = -228657.845439
  nChanged 6
		SP:Iteration 13Q (111002.430000 sec): 3 clusters
  Score: Raw -231243.638018 + Penalty 2584.027829 = -228659.610189
  nChanged 2
		SP:Iteration 14Q (111002.600000 sec): 3 clusters
  Score: Raw -231244.355980 + Penalty 2584.027829 = -228660.328151
  nChanged 2
		SP:Iteration 15Q (111002.780000 sec): 3 clusters
  Score: Raw -231244.997088 + Penalty 2584.027829 = -228660.969259
  nChanged 0
		SP:Iteration 16F (111002.960000 sec): 3 clusters
  Score: Raw -231244.997088 + Penalty 2584.027829 = -228660.969259
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 73 (8021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (111003.090000 sec): 2 clusters
  Score: Raw -671684.384219 + Penalty 1460.845487 = -670223.538732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (111003.300000 sec): 3 clusters
  Score: Raw -667283.027645 + Penalty 2921.690974 = -664361.336671
  nChanged 3441
		SP:Iteration 1F (111003.490000 sec): 3 clusters
  Score: Raw -669112.624900 + Penalty 2921.690974 = -666190.933926
  nChanged 532
		SP:Iteration 2F (111003.670000 sec): 3 clusters
  Score: Raw -669389.016924 + Penalty 2921.690974 = -666467.325950
  nChanged 415
		SP:Iteration 3F (111003.900000 sec): 3 clusters
  Score: Raw -669625.195471 + Penalty 2921.690974 = -666703.504498
  nChanged 441
		SP:Iteration 4F (111004.090000 sec): 3 clusters
  Score: Raw -669884.228272 + Penalty 2921.690974 = -666962.537298
  nChanged 454
		SP:Iteration 5F (111004.290000 sec): 3 clusters
  Score: Raw -670201.408448 + Penalty 2921.690974 = -667279.717474
  nChanged 545
		SP:Iteration 6F (111004.480000 sec): 3 clusters
  Score: Raw -670694.896493 + Penalty 2921.690974 = -667773.205519
  nChanged 604
		SP:Iteration 7F (111004.660000 sec): 3 clusters
  Score: Raw -671241.728308 + Penalty 2921.690974 = -668320.037334
  nChanged 540
		SP:Iteration 8F (111004.850000 sec): 3 clusters
  Score: Raw -671674.821987 + Penalty 2921.690974 = -668753.131013
  nChanged 409
		SP:Iteration 9F (111005.040000 sec): 3 clusters
  Score: Raw -671944.965833 + Penalty 2921.690974 = -669023.274859
  nChanged 296
		SP:Iteration 10Q (111005.220000 sec): 3 clusters
  Score: Raw -672100.552390 + Penalty 2921.690974 = -669178.861416
  nChanged 206
		SP:Iteration 11Q (111005.400000 sec): 3 clusters
  Score: Raw -672178.053696 + Penalty 2921.690974 = -669256.362722
  nChanged 115
		SP:Iteration 12Q (111005.590000 sec): 3 clusters
  Score: Raw -672215.382669 + Penalty 2921.690974 = -669293.691695
  nChanged 76
		SP:Iteration 13Q (111005.790000 sec): 3 clusters
  Score: Raw -672233.632957 + Penalty 2921.690974 = -669311.941983
  nChanged 52
		SP:Iteration 14Q (111005.980000 sec): 3 clusters
  Score: Raw -672246.964914 + Penalty 2921.690974 = -669325.273941
  nChanged 45
		SP:Iteration 15Q (111006.180000 sec): 3 clusters
  Score: Raw -672256.585821 + Penalty 2921.690974 = -669334.894847
  nChanged 32
		SP:Iteration 16Q (111006.370000 sec): 3 clusters
  Score: Raw -672263.006850 + Penalty 2921.690974 = -669341.315876
  nChanged 22
		SP:Iteration 17Q (111006.560000 sec): 3 clusters
  Score: Raw -672267.054912 + Penalty 2921.690974 = -669345.363938
  nChanged 17
		SP:Iteration 18Q (111006.740000 sec): 3 clusters
  Score: Raw -672270.137456 + Penalty 2921.690974 = -669348.446482
  nChanged 13
		SP:Iteration 19Q (111006.940000 sec): 3 clusters
  Score: Raw -672272.474080 + Penalty 2921.690974 = -669350.783106
  nChanged 11
		SP:Iteration 20F (111007.130000 sec): 3 clusters
  Score: Raw -672274.082447 + Penalty 2921.690974 = -669352.391473
  nChanged 12
		SP:Iteration 21Q (111007.380000 sec): 3 clusters
  Score: Raw -672275.760078 + Penalty 2921.690974 = -669354.069104
  nChanged 11
		SP:Iteration 22Q (111007.570000 sec): 3 clusters
  Score: Raw -672277.256907 + Penalty 2921.690974 = -669355.565933
  nChanged 13
		SP:Iteration 23Q (111007.810000 sec): 3 clusters
  Score: Raw -672279.159070 + Penalty 2921.690974 = -669357.468096
  nChanged 11
		SP:Iteration 24Q (111008.060000 sec): 3 clusters
  Score: Raw -672281.131418 + Penalty 2921.690974 = -669359.440444
  nChanged 5
		SP:Iteration 25Q (111008.280000 sec): 3 clusters
  Score: Raw -672282.297151 + Penalty 2921.690974 = -669360.606177
  nChanged 8
		SP:Iteration 26Q (111008.420000 sec): 3 clusters
  Score: Raw -672283.846445 + Penalty 2921.690974 = -669362.155471
  nChanged 6
		SP:Iteration 27Q (111008.610000 sec): 3 clusters
  Score: Raw -672284.895515 + Penalty 2921.690974 = -669363.204541
  nChanged 7
		SP:Iteration 28Q (111008.800000 sec): 3 clusters
  Score: Raw -672286.418230 + Penalty 2921.690974 = -669364.727256
  nChanged 5
		SP:Iteration 29Q (111009.050000 sec): 3 clusters
  Score: Raw -672287.336766 + Penalty 2921.690974 = -669365.645792
  nChanged 4
		SP:Iteration 30Q (111009.230000 sec): 3 clusters
  Score: Raw -672287.972040 + Penalty 2921.690974 = -669366.281066
  nChanged 5
		SP:Iteration 31Q (111009.430000 sec): 3 clusters
  Score: Raw -672288.783120 + Penalty 2921.690974 = -669367.092146
  nChanged 3
		SP:Iteration 32Q (111009.630000 sec): 3 clusters
  Score: Raw -672289.285874 + Penalty 2921.690974 = -669367.594901
  nChanged 3
		SP:Iteration 33Q (111009.830000 sec): 3 clusters
  Score: Raw -672289.763562 + Penalty 2921.690974 = -669368.072588
  nChanged 4
		SP:Iteration 34Q (111010.010000 sec): 3 clusters
  Score: Raw -672290.198742 + Penalty 2921.690974 = -669368.507768
  nChanged 2
		SP:Iteration 35Q (111010.200000 sec): 3 clusters
  Score: Raw -672290.310701 + Penalty 2921.690974 = -669368.619727
  nChanged 0
		SP:Iteration 36F (111010.390000 sec): 3 clusters
  Score: Raw -672290.310701 + Penalty 2921.690974 = -669368.619727
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 74 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (111010.450000 sec): 2 clusters
  Score: Raw -37802.525888 + Penalty 998.778504 = -36803.747384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (111010.630000 sec): 3 clusters
  Score: Raw -37729.870498 + Penalty 1997.557009 = -35732.313489
  nChanged 102
		SP:Iteration 1F (111010.800000 sec): 3 clusters
  Score: Raw -37897.233696 + Penalty 1997.557009 = -35899.676687
  nChanged 24
		SP:Iteration 2F (111010.980000 sec): 3 clusters
  Score: Raw -37954.832324 + Penalty 1997.557009 = -35957.275315
  nChanged 18
		SP:Iteration 3Q (111011.150000 sec): 3 clusters
  Score: Raw -38006.733129 + Penalty 1997.557009 = -36009.176120
  nChanged 6
		SP:Iteration 4Q (111011.330000 sec): 3 clusters
  Score: Raw -38020.511381 + Penalty 1997.557009 = -36022.954373
  nChanged 3
		SP:Iteration 5Q (111011.340000 sec): 3 clusters
  Score: Raw -38029.069688 + Penalty 1997.557009 = -36031.512680
  nChanged 3
		SP:Iteration 6Q (111011.350000 sec): 3 clusters
  Score: Raw -38037.024367 + Penalty 1997.557009 = -36039.467358
  nChanged 1
		SP:Iteration 7Q (111011.360000 sec): 3 clusters
  Score: Raw -38037.525901 + Penalty 1997.557009 = -36039.968892
  nChanged 0
		SP:Iteration 8F (111011.370000 sec): 3 clusters
  Score: Raw -38037.525901 + Penalty 1997.557009 = -36039.968892
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 75 (921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (111011.470000 sec): 2 clusters
  Score: Raw -77158.401394 + Penalty 1109.137256 = -76049.264138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (111011.640000 sec): 3 clusters
  Score: Raw -76884.102316 + Penalty 2218.274512 = -74665.827804
  nChanged 278
		SP:Iteration 1F (111011.820000 sec): 3 clusters
  Score: Raw -77144.765100 + Penalty 2218.274512 = -74926.490588
  nChanged 77
		SP:Iteration 2F (111011.990000 sec): 3 clusters
  Score: Raw -77218.635198 + Penalty 2218.274512 = -75000.360686
  nChanged 33
		SP:Iteration 3Q (111012.170000 sec): 3 clusters
  Score: Raw -77251.242358 + Penalty 2218.274512 = -75032.967846
  nChanged 15
		SP:Iteration 4Q (111012.350000 sec): 3 clusters
  Score: Raw -77265.152940 + Penalty 2218.274512 = -75046.878428
  nChanged 7
		SP:Iteration 5Q (111012.520000 sec): 3 clusters
  Score: Raw -77271.374887 + Penalty 2218.274512 = -75053.100376
  nChanged 5
		SP:Iteration 6Q (111012.700000 sec): 3 clusters
  Score: Raw -77274.751903 + Penalty 2218.274512 = -75056.477391
  nChanged 5
		SP:Iteration 7Q (111012.880000 sec): 3 clusters
  Score: Raw -77280.026024 + Penalty 2218.274512 = -75061.751512
  nChanged 4
		SP:Iteration 8Q (111013.050000 sec): 3 clusters
  Score: Raw -77286.794192 + Penalty 2218.274512 = -75068.519680
  nChanged 7
		SP:Iteration 9Q (111013.230000 sec): 3 clusters
  Score: Raw -77296.092238 + Penalty 2218.274512 = -75077.817727
  nChanged 9
		SP:Iteration 10Q (111013.400000 sec): 3 clusters
  Score: Raw -77303.961069 + Penalty 2218.274512 = -75085.686557
  nChanged 7
		SP:Iteration 11Q (111013.580000 sec): 3 clusters
  Score: Raw -77308.826291 + Penalty 2218.274512 = -75090.551779
  nChanged 3
		SP:Iteration 12Q (111013.760000 sec): 3 clusters
  Score: Raw -77312.118275 + Penalty 2218.274512 = -75093.843763
  nChanged 1
		SP:Iteration 13Q (111013.930000 sec): 3 clusters
  Score: Raw -77313.405591 + Penalty 2218.274512 = -75095.131079
  nChanged 1
		SP:Iteration 14Q (111014.110000 sec): 3 clusters
  Score: Raw -77314.663799 + Penalty 2218.274512 = -75096.389287
  nChanged 0
		SP:Iteration 15F (111014.280000 sec): 3 clusters
  Score: Raw -77314.663799 + Penalty 2218.274512 = -75096.389287
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 76 (204533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (111015.360000 sec): 2 clusters
  Score: Raw -18354304.426809 + Penalty 1987.128749 = -18352317.298060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (111016.820000 sec): 3 clusters
  Score: Raw -18218720.918479 + Penalty 3974.257498 = -18214746.660980
  nChanged 99341
		SP:Iteration 1F (111018.280000 sec): 3 clusters
  Score: Raw -18277205.368665 + Penalty 3974.257498 = -18273231.111167
  nChanged 5074
		SP:Iteration 2Q (111019.900000 sec): 3 clusters
  Score: Raw -18278137.960677 + Penalty 3974.257498 = -18274163.703178
  nChanged 5400
		SP:Iteration 3Q (111021.530000 sec): 3 clusters
  Score: Raw -18279354.048860 + Penalty 3974.257498 = -18275379.791362
  nChanged 6700
		SP:Iteration 4Q (111023.140000 sec): 3 clusters
  Score: Raw -18281367.887047 + Penalty 3974.257498 = -18277393.629549
  nChanged 9158
		SP:Iteration 5Q (111024.800000 sec): 3 clusters
  Score: Raw -18285250.359632 + Penalty 3974.257498 = -18281276.102134
  nChanged 13107
		SP:Iteration 6F (111026.290000 sec): 3 clusters
  Score: Raw -18293000.393867 + Penalty 3974.257498 = -18289026.136369
  nChanged 17698
		SP:Iteration 7F (111027.740000 sec): 3 clusters
  Score: Raw -18307123.515515 + Penalty 3974.257498 = -18303149.258017
  nChanged 19888
		SP:Iteration 8F (111029.160000 sec): 3 clusters
  Score: Raw -18326336.958370 + Penalty 3974.257498 = -18322362.700871
  nChanged 15764
		SP:Iteration 9F (111030.600000 sec): 3 clusters
  Score: Raw -18342627.445481 + Penalty 3974.257498 = -18338653.187983
  nChanged 8118
		SP:Iteration 10Q (111032.060000 sec): 3 clusters
  Score: Raw -18350674.558838 + Penalty 3974.257498 = -18346700.301339
  nChanged 2892
		SP:Iteration 11Q (111033.500000 sec): 3 clusters
  Score: Raw -18353334.341371 + Penalty 3974.257498 = -18349360.083873
  nChanged 840
		SP:Iteration 12Q (111034.900000 sec): 3 clusters
  Score: Raw -18354086.877132 + Penalty 3974.257498 = -18350112.619633
  nChanged 244
		SP:Iteration 13Q (111036.350000 sec): 3 clusters
  Score: Raw -18354316.533601 + Penalty 3974.257498 = -18350342.276103
  nChanged 97
		SP:Iteration 14Q (111037.850000 sec): 3 clusters
  Score: Raw -18354433.460355 + Penalty 3974.257498 = -18350459.202857
  nChanged 45
		SP:Iteration 15Q (111039.360000 sec): 3 clusters
  Score: Raw -18354497.657613 + Penalty 3974.257498 = -18350523.400115
  nChanged 23
		SP:Iteration 16Q (111040.860000 sec): 3 clusters
  Score: Raw -18354525.905563 + Penalty 3974.257498 = -18350551.648065
  nChanged 9
		SP:Iteration 17Q (111042.330000 sec): 3 clusters
  Score: Raw -18354537.382426 + Penalty 3974.257498 = -18350563.124928
  nChanged 11
		SP:Iteration 18Q (111043.880000 sec): 3 clusters
  Score: Raw -18354549.992620 + Penalty 3974.257498 = -18350575.735122
  nChanged 6
		SP:Iteration 19Q (111045.360000 sec): 3 clusters
  Score: Raw -18354559.016072 + Penalty 3974.257498 = -18350584.758573
  nChanged 7
		SP:Iteration 20F (111046.780000 sec): 3 clusters
  Score: Raw -18354569.088698 + Penalty 3974.257498 = -18350594.831200
  nChanged 7
		SP:Iteration 21Q (111048.320000 sec): 3 clusters
  Score: Raw -18354579.187208 + Penalty 3974.257498 = -18350604.929709
  nChanged 6
		SP:Iteration 22Q (111049.770000 sec): 3 clusters
  Score: Raw -18354583.803832 + Penalty 3974.257498 = -18350609.546333
  nChanged 0
		SP:Iteration 23F (111051.250000 sec): 3 clusters
  Score: Raw -18354583.803832 + Penalty 3974.257498 = -18350609.546333
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 77 (14415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (111051.520000 sec): 2 clusters
  Score: Raw -1129605.611551 + Penalty 1556.103999 = -1128049.507552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (111051.730000 sec): 3 clusters
  Score: Raw -1121153.191025 + Penalty 3112.207998 = -1118040.983027
  nChanged 6388
		SP:Iteration 1F (111051.920000 sec): 3 clusters
  Score: Raw -1124719.632944 + Penalty 3112.207998 = -1121607.424946
  nChanged 805
		SP:Iteration 2F (111052.150000 sec): 3 clusters
  Score: Raw -1125052.174406 + Penalty 3112.207998 = -1121939.966408
  nChanged 773
		SP:Iteration 3F (111052.380000 sec): 3 clusters
  Score: Raw -1125407.569047 + Penalty 3112.207998 = -1122295.361049
  nChanged 723
		SP:Iteration 4F (111052.560000 sec): 3 clusters
  Score: Raw -1125779.598929 + Penalty 3112.207998 = -1122667.390931
  nChanged 760
		SP:Iteration 5F (111052.780000 sec): 3 clusters
  Score: Raw -1126217.875081 + Penalty 3112.207998 = -1123105.667082
  nChanged 778
		SP:Iteration 6F (111053.040000 sec): 3 clusters
  Score: Raw -1126728.900890 + Penalty 3112.207998 = -1123616.692891
  nChanged 825
		SP:Iteration 7F (111053.280000 sec): 3 clusters
  Score: Raw -1127364.438900 + Penalty 3112.207998 = -1124252.230901
  nChanged 847
		SP:Iteration 8F (111053.520000 sec): 3 clusters
  Score: Raw -1128055.177356 + Penalty 3112.207998 = -1124942.969358
  nChanged 709
		SP:Iteration 9Q (111053.780000 sec): 3 clusters
  Score: Raw -1128629.014299 + Penalty 3112.207998 = -1125516.806300
  nChanged 534
		SP:Iteration 10Q (111054.060000 sec): 3 clusters
  Score: Raw -1129083.301131 + Penalty 3112.207998 = -1125971.093133
  nChanged 388
		SP:Iteration 11Q (111054.300000 sec): 3 clusters
  Score: Raw -1129429.498444 + Penalty 3112.207998 = -1126317.290445
  nChanged 249
		SP:Iteration 12Q (111054.500000 sec): 3 clusters
  Score: Raw -1129640.503255 + Penalty 3112.207998 = -1126528.295257
  nChanged 121
		SP:Iteration 13Q (111054.790000 sec): 3 clusters
  Score: Raw -1129744.745271 + Penalty 3112.207998 = -1126632.537272
  nChanged 69
		SP:Iteration 14Q (111055.030000 sec): 3 clusters
  Score: Raw -1129798.559291 + Penalty 3112.207998 = -1126686.351292
  nChanged 55
		SP:Iteration 15Q (111055.330000 sec): 3 clusters
  Score: Raw -1129843.842461 + Penalty 3112.207998 = -1126731.634462
  nChanged 45
		SP:Iteration 16Q (111055.530000 sec): 3 clusters
  Score: Raw -1129876.434121 + Penalty 3112.207998 = -1126764.226123
  nChanged 22
		SP:Iteration 17Q (111055.770000 sec): 3 clusters
  Score: Raw -1129892.601972 + Penalty 3112.207998 = -1126780.393974
  nChanged 15
		SP:Iteration 18Q (111056.030000 sec): 3 clusters
  Score: Raw -1129902.270417 + Penalty 3112.207998 = -1126790.062418
  nChanged 7
		SP:Iteration 19Q (111056.240000 sec): 3 clusters
  Score: Raw -1129906.309472 + Penalty 3112.207998 = -1126794.101474
  nChanged 5
		SP:Iteration 20F (111056.490000 sec): 3 clusters
  Score: Raw -1129910.779770 + Penalty 3112.207998 = -1126798.571771
  nChanged 10
		SP:Iteration 21Q (111056.730000 sec): 3 clusters
  Score: Raw -1129917.503280 + Penalty 3112.207998 = -1126805.295281
  nChanged 10
		SP:Iteration 22Q (111057.040000 sec): 3 clusters
  Score: Raw -1129923.199800 + Penalty 3112.207998 = -1126810.991801
  nChanged 8
		SP:Iteration 23Q (111057.270000 sec): 3 clusters
  Score: Raw -1129929.495366 + Penalty 3112.207998 = -1126817.287368
  nChanged 6
		SP:Iteration 24Q (111057.520000 sec): 3 clusters
  Score: Raw -1129935.039184 + Penalty 3112.207998 = -1126822.831185
  nChanged 5
		SP:Iteration 25Q (111057.780000 sec): 3 clusters
  Score: Raw -1129938.253112 + Penalty 3112.207998 = -1126826.045114
  nChanged 3
		SP:Iteration 26Q (111057.970000 sec): 3 clusters
  Score: Raw -1129939.409193 + Penalty 3112.207998 = -1126827.201195
  nChanged 3
		SP:Iteration 27Q (111058.240000 sec): 3 clusters
  Score: Raw -1129943.713100 + Penalty 3112.207998 = -1126831.505102
  nChanged 4
		SP:Iteration 28Q (111058.460000 sec): 3 clusters
  Score: Raw -1129946.660900 + Penalty 3112.207998 = -1126834.452901
  nChanged 4
		SP:Iteration 29Q (111058.730000 sec): 3 clusters
  Score: Raw -1129948.634981 + Penalty 3112.207998 = -1126836.426983
  nChanged 2
		SP:Iteration 30Q (111058.950000 sec): 3 clusters
  Score: Raw -1129949.972894 + Penalty 3112.207998 = -1126837.764896
  nChanged 2
		SP:Iteration 31Q (111059.230000 sec): 3 clusters
  Score: Raw -1129951.362535 + Penalty 3112.207998 = -1126839.154537
  nChanged 1
		SP:Iteration 32Q (111059.500000 sec): 3 clusters
  Score: Raw -1129951.702610 + Penalty 3112.207998 = -1126839.494612
  nChanged 0
		SP:Iteration 33F (111059.730000 sec): 3 clusters
  Score: Raw -1129951.702610 + Penalty 3112.207998 = -1126839.494612
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 78 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (111059.840000 sec): 2 clusters
  Score: Raw -48463.147335 + Penalty 1040.849624 = -47422.297711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (111060.020000 sec): 3 clusters
  Score: Raw -48364.108120 + Penalty 2081.699249 = -46282.408871
  nChanged 153
		SP:Iteration 1F (111060.150000 sec): 3 clusters
  Score: Raw -48565.050948 + Penalty 2081.699249 = -46483.351699
  nChanged 36
		SP:Iteration 2F (111060.330000 sec): 3 clusters
  Score: Raw -48630.155786 + Penalty 2081.699249 = -46548.456537
  nChanged 23
		SP:Iteration 3Q (111060.500000 sec): 3 clusters
  Score: Raw -48669.107806 + Penalty 2081.699249 = -46587.408557
  nChanged 25
		SP:Iteration 4Q (111060.680000 sec): 3 clusters
  Score: Raw -48721.534615 + Penalty 2081.699249 = -46639.835366
  nChanged 19
		SP:Iteration 5Q (111060.850000 sec): 3 clusters
  Score: Raw -48749.901391 + Penalty 2081.699249 = -46668.202142
  nChanged 10
		SP:Iteration 6Q (111061.030000 sec): 3 clusters
  Score: Raw -48767.194527 + Penalty 2081.699249 = -46685.495278
  nChanged 5
		SP:Iteration 7Q (111061.210000 sec): 3 clusters
  Score: Raw -48775.362178 + Penalty 2081.699249 = -46693.662929
  nChanged 7
		SP:Iteration 8Q (111061.380000 sec): 3 clusters
  Score: Raw -48790.378071 + Penalty 2081.699249 = -46708.678822
  nChanged 9
		SP:Iteration 9Q (111061.560000 sec): 3 clusters
  Score: Raw -48810.721301 + Penalty 2081.699249 = -46729.022052
  nChanged 8
		SP:Iteration 10Q (111061.730000 sec): 3 clusters
  Score: Raw -48828.100598 + Penalty 2081.699249 = -46746.401349
  nChanged 4
		SP:Iteration 11Q (111061.910000 sec): 3 clusters
  Score: Raw -48835.488272 + Penalty 2081.699249 = -46753.789024
  nChanged 3
		SP:Iteration 12Q (111062.080000 sec): 3 clusters
  Score: Raw -48844.703953 + Penalty 2081.699249 = -46763.004704
  nChanged 4
		SP:Iteration 13Q (111062.260000 sec): 3 clusters
  Score: Raw -48857.672746 + Penalty 2081.699249 = -46775.973497
  nChanged 4
		SP:Iteration 14Q (111062.430000 sec): 3 clusters
  Score: Raw -48876.712164 + Penalty 2081.699249 = -46795.012915
  nChanged 6
		SP:Iteration 15Q (111062.610000 sec): 3 clusters
  Score: Raw -48888.226354 + Penalty 2081.699249 = -46806.527105
  nChanged 3
		SP:Iteration 16Q (111062.790000 sec): 3 clusters
  Score: Raw -48900.921466 + Penalty 2081.699249 = -46819.222217
  nChanged 4
		SP:Iteration 17Q (111062.960000 sec): 3 clusters
  Score: Raw -48912.376386 + Penalty 2081.699249 = -46830.677138
  nChanged 3
		SP:Iteration 18Q (111063.140000 sec): 3 clusters
  Score: Raw -48916.199698 + Penalty 2081.699249 = -46834.500449
  nChanged 3
		SP:Iteration 19Q (111063.310000 sec): 3 clusters
  Score: Raw -48922.153388 + Penalty 2081.699249 = -46840.454140
  nChanged 1
		SP:Iteration 20F (111063.490000 sec): 3 clusters
  Score: Raw -48923.437133 + Penalty 2081.699249 = -46841.737884
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 79 (1762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (111063.600000 sec): 2 clusters
  Score: Raw -123901.202586 + Penalty 1214.558281 = -122686.644305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (111063.780000 sec): 3 clusters
  Score: Raw -123151.614110 + Penalty 2429.116562 = -120722.497547
  nChanged 599
		SP:Iteration 1F (111063.970000 sec): 3 clusters
  Score: Raw -123574.972854 + Penalty 2429.116562 = -121145.856292
  nChanged 169
		SP:Iteration 2F (111064.130000 sec): 3 clusters
  Score: Raw -123744.728182 + Penalty 2429.116562 = -121315.611620
  nChanged 114
		SP:Iteration 3F (111064.310000 sec): 3 clusters
  Score: Raw -123864.214042 + Penalty 2429.116562 = -121435.097480
  nChanged 95
		SP:Iteration 4F (111064.480000 sec): 3 clusters
  Score: Raw -123996.459826 + Penalty 2429.116562 = -121567.343264
  nChanged 105
		SP:Iteration 5F (111064.660000 sec): 3 clusters
  Score: Raw -124119.663188 + Penalty 2429.116562 = -121690.546625
  nChanged 83
		SP:Iteration 6Q (111064.830000 sec): 3 clusters
  Score: Raw -124203.135361 + Penalty 2429.116562 = -121774.018799
  nChanged 60
		SP:Iteration 7Q (111065.010000 sec): 3 clusters
  Score: Raw -124270.115579 + Penalty 2429.116562 = -121840.999017
  nChanged 60
		SP:Iteration 8Q (111065.190000 sec): 3 clusters
  Score: Raw -124350.543669 + Penalty 2429.116562 = -121921.427107
  nChanged 50
		SP:Iteration 9Q (111065.360000 sec): 3 clusters
  Score: Raw -124416.430825 + Penalty 2429.116562 = -121987.314263
  nChanged 47
		SP:Iteration 10Q (111065.540000 sec): 3 clusters
  Score: Raw -124476.998840 + Penalty 2429.116562 = -122047.882278
  nChanged 38
		SP:Iteration 11Q (111065.710000 sec): 3 clusters
  Score: Raw -124519.598234 + Penalty 2429.116562 = -122090.481672
  nChanged 34
		SP:Iteration 12Q (111065.890000 sec): 3 clusters
  Score: Raw -124554.767907 + Penalty 2429.116562 = -122125.651345
  nChanged 20
		SP:Iteration 13Q (111066.070000 sec): 3 clusters
  Score: Raw -124571.832462 + Penalty 2429.116562 = -122142.715900
  nChanged 15
		SP:Iteration 14Q (111066.240000 sec): 3 clusters
  Score: Raw -124584.958634 + Penalty 2429.116562 = -122155.842072
  nChanged 11
		SP:Iteration 15Q (111066.420000 sec): 3 clusters
  Score: Raw -124596.384723 + Penalty 2429.116562 = -122167.268161
  nChanged 11
		SP:Iteration 16Q (111066.590000 sec): 3 clusters
  Score: Raw -124609.396536 + Penalty 2429.116562 = -122180.279974
  nChanged 13
		SP:Iteration 17Q (111066.760000 sec): 3 clusters
  Score: Raw -124618.268166 + Penalty 2429.116562 = -122189.151604
  nChanged 11
		SP:Iteration 18Q (111066.930000 sec): 3 clusters
  Score: Raw -124630.024570 + Penalty 2429.116562 = -122200.908008
  nChanged 12
		SP:Iteration 19Q (111067.110000 sec): 3 clusters
  Score: Raw -124642.523254 + Penalty 2429.116562 = -122213.406692
  nChanged 9
		SP:Iteration 20F (111067.290000 sec): 3 clusters
  Score: Raw -124657.225628 + Penalty 2429.116562 = -122228.109066
  nChanged 12
		SP:Iteration 21Q (111067.460000 sec): 3 clusters
  Score: Raw -124670.959487 + Penalty 2429.116562 = -122241.842925
  nChanged 12
		SP:Iteration 22Q (111067.630000 sec): 3 clusters
  Score: Raw -124679.267063 + Penalty 2429.116562 = -122250.150501
  nChanged 6
		SP:Iteration 23Q (111067.790000 sec): 3 clusters
  Score: Raw -124682.013090 + Penalty 2429.116562 = -122252.896528
  nChanged 2
		SP:Iteration 24Q (111067.950000 sec): 3 clusters
  Score: Raw -124683.327524 + Penalty 2429.116562 = -122254.210962
  nChanged 1
		SP:Iteration 25Q (111068.110000 sec): 3 clusters
  Score: Raw -124684.005733 + Penalty 2429.116562 = -122254.889171
  nChanged 2
		SP:Iteration 26Q (111068.270000 sec): 3 clusters
  Score: Raw -124684.869727 + Penalty 2429.116562 = -122255.753165
  nChanged 0
		SP:Iteration 27F (111068.450000 sec): 3 clusters
  Score: Raw -124684.869727 + Penalty 2429.116562 = -122255.753165
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 80 (7523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (111068.550000 sec): 2 clusters
  Score: Raw -647914.728363 + Penalty 1450.429544 = -646464.298819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (111068.760000 sec): 3 clusters
  Score: Raw -643799.576545 + Penalty 2900.859089 = -640898.717456
  nChanged 3161
		SP:Iteration 1F (111068.960000 sec): 3 clusters
  Score: Raw -645553.018711 + Penalty 2900.859089 = -642652.159622
  nChanged 506
		SP:Iteration 2F (111069.150000 sec): 3 clusters
  Score: Raw -645819.966104 + Penalty 2900.859089 = -642919.107015
  nChanged 414
		SP:Iteration 3F (111069.350000 sec): 3 clusters
  Score: Raw -646060.587643 + Penalty 2900.859089 = -643159.728554
  nChanged 413
		SP:Iteration 4F (111069.550000 sec): 3 clusters
  Score: Raw -646324.846673 + Penalty 2900.859089 = -643423.987584
  nChanged 428
		SP:Iteration 5F (111069.740000 sec): 3 clusters
  Score: Raw -646626.669011 + Penalty 2900.859089 = -643725.809922
  nChanged 420
		SP:Iteration 6F (111069.940000 sec): 3 clusters
  Score: Raw -646899.187588 + Penalty 2900.859089 = -643998.328499
  nChanged 349
		SP:Iteration 7Q (111070.140000 sec): 3 clusters
  Score: Raw -647121.211218 + Penalty 2900.859089 = -644220.352129
  nChanged 283
		SP:Iteration 8Q (111070.340000 sec): 3 clusters
  Score: Raw -647291.859820 + Penalty 2900.859089 = -644391.000731
  nChanged 256
		SP:Iteration 9Q (111070.530000 sec): 3 clusters
  Score: Raw -647458.236062 + Penalty 2900.859089 = -644557.376973
  nChanged 211
		SP:Iteration 10Q (111070.730000 sec): 3 clusters
  Score: Raw -647592.539761 + Penalty 2900.859089 = -644691.680672
  nChanged 188
		SP:Iteration 11Q (111070.920000 sec): 3 clusters
  Score: Raw -647761.207257 + Penalty 2900.859089 = -644860.348168
  nChanged 182
		SP:Iteration 12Q (111071.120000 sec): 3 clusters
  Score: Raw -647935.931359 + Penalty 2900.859089 = -645035.072270
  nChanged 167
		SP:Iteration 13Q (111071.320000 sec): 3 clusters
  Score: Raw -648116.554052 + Penalty 2900.859089 = -645215.694963
  nChanged 146
		SP:Iteration 14Q (111071.520000 sec): 3 clusters
  Score: Raw -648288.792154 + Penalty 2900.859089 = -645387.933066
  nChanged 111
		SP:Iteration 15Q (111071.710000 sec): 3 clusters
  Score: Raw -648407.125724 + Penalty 2900.859089 = -645506.266635
  nChanged 88
		SP:Iteration 16Q (111071.910000 sec): 3 clusters
  Score: Raw -648487.171274 + Penalty 2900.859089 = -645586.312185
  nChanged 71
		SP:Iteration 17Q (111072.110000 sec): 3 clusters
  Score: Raw -648536.396215 + Penalty 2900.859089 = -645635.537126
  nChanged 43
		SP:Iteration 18Q (111072.300000 sec): 3 clusters
  Score: Raw -648565.727405 + Penalty 2900.859089 = -645664.868316
  nChanged 37
		SP:Iteration 19Q (111072.500000 sec): 3 clusters
  Score: Raw -648588.135788 + Penalty 2900.859089 = -645687.276699
  nChanged 27
		SP:Iteration 20F (111072.690000 sec): 3 clusters
  Score: Raw -648601.330769 + Penalty 2900.859089 = -645700.471680
  nChanged 21
		SP:Iteration 21Q (111072.870000 sec): 3 clusters
  Score: Raw -648610.231314 + Penalty 2900.859089 = -645709.372225
  nChanged 16
		SP:Iteration 22Q (111073.090000 sec): 3 clusters
  Score: Raw -648617.203714 + Penalty 2900.859089 = -645716.344625
  nChanged 15
		SP:Iteration 23Q (111073.250000 sec): 3 clusters
  Score: Raw -648622.354414 + Penalty 2900.859089 = -645721.495325
  nChanged 10
		SP:Iteration 24Q (111073.440000 sec): 3 clusters
  Score: Raw -648625.766237 + Penalty 2900.859089 = -645724.907148
  nChanged 8
		SP:Iteration 25Q (111073.620000 sec): 3 clusters
  Score: Raw -648627.530302 + Penalty 2900.859089 = -645726.671213
  nChanged 4
		SP:Iteration 26Q (111073.810000 sec): 3 clusters
  Score: Raw -648629.568238 + Penalty 2900.859089 = -645728.709149
  nChanged 5
		SP:Iteration 27Q (111073.970000 sec): 3 clusters
  Score: Raw -648632.640171 + Penalty 2900.859089 = -645731.781082
  nChanged 6
		SP:Iteration 28Q (111074.170000 sec): 3 clusters
  Score: Raw -648634.828432 + Penalty 2900.859089 = -645733.969343
  nChanged 6
		SP:Iteration 29Q (111074.460000 sec): 3 clusters
  Score: Raw -648636.528502 + Penalty 2900.859089 = -645735.669413
  nChanged 3
		SP:Iteration 30Q (111074.610000 sec): 3 clusters
  Score: Raw -648637.493138 + Penalty 2900.859089 = -645736.634049
  nChanged 3
		SP:Iteration 31Q (111074.810000 sec): 3 clusters
  Score: Raw -648638.698247 + Penalty 2900.859089 = -645737.839158
  nChanged 2
		SP:Iteration 32Q (111075.000000 sec): 3 clusters
  Score: Raw -648639.266189 + Penalty 2900.859089 = -645738.407100
  nChanged 0
		SP:Iteration 33F (111075.180000 sec): 3 clusters
  Score: Raw -648639.266189 + Penalty 2900.859089 = -645738.407100
  nChanged 0
Iteration 579Q (111447.270000 sec): 81 clusters
  Score: Raw -122376228.990303 + Penalty 184673.645709 = -122191555.344594
  nChanged 13
Iteration 580F (111769.030000 sec): 81 clusters
  Score: Raw -122376229.170603 + Penalty 184673.645709 = -122191555.524894
  nChanged 14
Iteration 581Q (112045.570000 sec): 81 clusters
  Score: Raw -122376229.405356 + Penalty 184673.645709 = -122191555.759647
  nChanged 12
Iteration 582Q (112351.070000 sec): 81 clusters
  Score: Raw -122376229.668689 + Penalty 184673.645709 = -122191556.022980
  nChanged 10
Iteration 583Q (112646.590000 sec): 81 clusters
  Score: Raw -122376230.184445 + Penalty 184673.645709 = -122191556.538736
  nChanged 6
Iteration 584Q (112958.900000 sec): 81 clusters
  Score: Raw -122376230.329037 + Penalty 184673.645709 = -122191556.683328
  nChanged 4
Iteration 585Q (113260.670000 sec): 81 clusters
  Score: Raw -122376230.436002 + Penalty 184673.645709 = -122191556.790292
  nChanged 3
Iteration 586Q (113562.260000 sec): 81 clusters
  Score: Raw -122376230.475904 + Penalty 184673.645709 = -122191556.830195
  nChanged 5
Iteration 587Q (113877.330000 sec): 81 clusters
  Score: Raw -122376230.558805 + Penalty 184673.645709 = -122191556.913096
  nChanged 1
Iteration 588Q (114186.190000 sec): 81 clusters
  Score: Raw -122376230.584271 + Penalty 184673.645709 = -122191556.938562
  nChanged 1
Iteration 589Q (114489.930000 sec): 81 clusters
  Score: Raw -122376230.589169 + Penalty 184673.645709 = -122191556.943459
  nChanged 1
Iteration 590Q (114806.460000 sec): 81 clusters
  Score: Raw -122376230.594463 + Penalty 184673.645709 = -122191556.948754
  nChanged 0
Iteration 591F (115211.550000 sec): 81 clusters
  Score: Raw -122376230.594463 + Penalty 184673.645709 = -122191556.948754
  nChanged 0
Compute initial score before splitting:   Score: Raw -122376230.594463 + Penalty 184673.645709 = -122191556.948754
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 1 (52424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115211.920000 sec): 2 clusters
  Score: Raw -4341717.625227 + Penalty 1765.906964 = -4339951.718263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115212.460000 sec): 3 clusters
  Score: Raw -4308329.579369 + Penalty 3531.813929 = -4304797.765440
  nChanged 24631
		SP:Iteration 1F (115212.950000 sec): 3 clusters
  Score: Raw -4322630.727084 + Penalty 3531.813929 = -4319098.913156
  nChanged 2231
		SP:Iteration 2Q (115213.490000 sec): 3 clusters
  Score: Raw -4323423.591780 + Penalty 3531.813929 = -4319891.777851
  nChanged 2378
		SP:Iteration 3Q (115214.030000 sec): 3 clusters
  Score: Raw -4324443.688707 + Penalty 3531.813929 = -4320911.874778
  nChanged 2620
		SP:Iteration 4Q (115214.560000 sec): 3 clusters
  Score: Raw -4325797.718012 + Penalty 3531.813929 = -4322265.904083
  nChanged 2985
		SP:Iteration 5F (115215.060000 sec): 3 clusters
  Score: Raw -4327463.638589 + Penalty 3531.813929 = -4323931.824660
  nChanged 3090
		SP:Iteration 6F (115215.590000 sec): 3 clusters
  Score: Raw -4329310.055664 + Penalty 3531.813929 = -4325778.241735
  nChanged 3045
		SP:Iteration 7F (115216.130000 sec): 3 clusters
  Score: Raw -4331181.701632 + Penalty 3531.813929 = -4327649.887704
  nChanged 2883
		SP:Iteration 8F (115216.670000 sec): 3 clusters
  Score: Raw -4332973.603435 + Penalty 3531.813929 = -4329441.789507
  nChanged 2521
		SP:Iteration 9Q (115217.200000 sec): 3 clusters
  Score: Raw -4334386.265002 + Penalty 3531.813929 = -4330854.451074
  nChanged 1989
		SP:Iteration 10Q (115217.740000 sec): 3 clusters
  Score: Raw -4335287.759350 + Penalty 3531.813929 = -4331755.945421
  nChanged 1408
		SP:Iteration 11Q (115218.280000 sec): 3 clusters
  Score: Raw -4335808.080177 + Penalty 3531.813929 = -4332276.266249
  nChanged 1107
		SP:Iteration 12Q (115218.810000 sec): 3 clusters
  Score: Raw -4336185.081730 + Penalty 3531.813929 = -4332653.267801
  nChanged 936
		SP:Iteration 13Q (115219.340000 sec): 3 clusters
  Score: Raw -4336494.554941 + Penalty 3531.813929 = -4332962.741012
  nChanged 887
		SP:Iteration 14Q (115219.880000 sec): 3 clusters
  Score: Raw -4336794.775862 + Penalty 3531.813929 = -4333262.961933
  nChanged 890
		SP:Iteration 15Q (115220.410000 sec): 3 clusters
  Score: Raw -4337099.872949 + Penalty 3531.813929 = -4333568.059021
  nChanged 842
		SP:Iteration 16Q (115220.950000 sec): 3 clusters
  Score: Raw -4337378.780509 + Penalty 3531.813929 = -4333846.966580
  nChanged 815
		SP:Iteration 17Q (115221.450000 sec): 3 clusters
  Score: Raw -4337656.885877 + Penalty 3531.813929 = -4334125.071948
  nChanged 834
		SP:Iteration 18Q (115221.940000 sec): 3 clusters
  Score: Raw -4337959.308415 + Penalty 3531.813929 = -4334427.494486
  nChanged 811
		SP:Iteration 19Q (115222.500000 sec): 3 clusters
  Score: Raw -4338247.650071 + Penalty 3531.813929 = -4334715.836142
  nChanged 803
		SP:Iteration 20F (115223.080000 sec): 3 clusters
  Score: Raw -4338542.979013 + Penalty 3531.813929 = -4335011.165084
  nChanged 787
		SP:Iteration 21Q (115223.530000 sec): 3 clusters
  Score: Raw -4338840.443899 + Penalty 3531.813929 = -4335308.629970
  nChanged 783
		SP:Iteration 22Q (115224.030000 sec): 3 clusters
  Score: Raw -4339151.486498 + Penalty 3531.813929 = -4335619.672569
  nChanged 719
		SP:Iteration 23Q (115224.520000 sec): 3 clusters
  Score: Raw -4339424.842043 + Penalty 3531.813929 = -4335893.028114
  nChanged 675
		SP:Iteration 24Q (115225.020000 sec): 3 clusters
  Score: Raw -4339691.023572 + Penalty 3531.813929 = -4336159.209643
  nChanged 664
		SP:Iteration 25Q (115225.550000 sec): 3 clusters
  Score: Raw -4339956.826572 + Penalty 3531.813929 = -4336425.012644
  nChanged 592
		SP:Iteration 26Q (115226.070000 sec): 3 clusters
  Score: Raw -4340193.135820 + Penalty 3531.813929 = -4336661.321891
  nChanged 569
		SP:Iteration 27Q (115226.600000 sec): 3 clusters
  Score: Raw -4340430.436417 + Penalty 3531.813929 = -4336898.622488
  nChanged 533
		SP:Iteration 28Q (115227.110000 sec): 3 clusters
  Score: Raw -4340648.896079 + Penalty 3531.813929 = -4337117.082151
  nChanged 511
		SP:Iteration 29Q (115227.660000 sec): 3 clusters
  Score: Raw -4340858.199158 + Penalty 3531.813929 = -4337326.385229
  nChanged 443
		SP:Iteration 30Q (115228.200000 sec): 3 clusters
  Score: Raw -4341045.391830 + Penalty 3531.813929 = -4337513.577901
  nChanged 374
		SP:Iteration 31Q (115228.730000 sec): 3 clusters
  Score: Raw -4341201.342771 + Penalty 3531.813929 = -4337669.528842
  nChanged 316
		SP:Iteration 32Q (115229.290000 sec): 3 clusters
  Score: Raw -4341333.896497 + Penalty 3531.813929 = -4337802.082568
  nChanged 261
		SP:Iteration 33Q (115229.810000 sec): 3 clusters
  Score: Raw -4341445.829087 + Penalty 3531.813929 = -4337914.015158
  nChanged 241
		SP:Iteration 34Q (115230.400000 sec): 3 clusters
  Score: Raw -4341559.129922 + Penalty 3531.813929 = -4338027.315994
  nChanged 242
		SP:Iteration 35Q (115230.920000 sec): 3 clusters
  Score: Raw -4341683.436496 + Penalty 3531.813929 = -4338151.622568
  nChanged 230
		SP:Iteration 36Q (115231.450000 sec): 3 clusters
  Score: Raw -4341812.481976 + Penalty 3531.813929 = -4338280.668047
  nChanged 215
		SP:Iteration 37Q (115231.930000 sec): 3 clusters
  Score: Raw -4341928.164681 + Penalty 3531.813929 = -4338396.350753
  nChanged 146
		SP:Iteration 38Q (115232.420000 sec): 3 clusters
  Score: Raw -4342008.407652 + Penalty 3531.813929 = -4338476.593723
  nChanged 116
		SP:Iteration 39Q (115232.950000 sec): 3 clusters
  Score: Raw -4342067.435992 + Penalty 3531.813929 = -4338535.622063
  nChanged 102
		SP:Iteration 40F (115233.430000 sec): 3 clusters
  Score: Raw -4342124.346011 + Penalty 3531.813929 = -4338592.532082
  nChanged 79
		SP:Iteration 41Q (115234.010000 sec): 3 clusters
  Score: Raw -4342163.565247 + Penalty 3531.813929 = -4338631.751318
  nChanged 70
		SP:Iteration 42Q (115234.520000 sec): 3 clusters
  Score: Raw -4342206.693296 + Penalty 3531.813929 = -4338674.879367
  nChanged 61
		SP:Iteration 43Q (115235.050000 sec): 3 clusters
  Score: Raw -4342243.273642 + Penalty 3531.813929 = -4338711.459714
  nChanged 56
		SP:Iteration 44Q (115235.600000 sec): 3 clusters
  Score: Raw -4342269.100580 + Penalty 3531.813929 = -4338737.286651
  nChanged 43
		SP:Iteration 45Q (115236.100000 sec): 3 clusters
  Score: Raw -4342291.866892 + Penalty 3531.813929 = -4338760.052963
  nChanged 41
		SP:Iteration 46Q (115236.630000 sec): 3 clusters
  Score: Raw -4342312.845535 + Penalty 3531.813929 = -4338781.031606
  nChanged 45
		SP:Iteration 47Q (115237.160000 sec): 3 clusters
  Score: Raw -4342330.806178 + Penalty 3531.813929 = -4338798.992249
  nChanged 21
		SP:Iteration 48Q (115237.640000 sec): 3 clusters
  Score: Raw -4342337.293492 + Penalty 3531.813929 = -4338805.479563
  nChanged 15
		SP:Iteration 49Q (115238.160000 sec): 3 clusters
  Score: Raw -4342340.809396 + Penalty 3531.813929 = -4338808.995468
  nChanged 7
		SP:Iteration 50Q (115238.650000 sec): 3 clusters
  Score: Raw -4342342.724948 + Penalty 3531.813929 = -4338810.911020
  nChanged 6
		SP:Iteration 51Q (115239.200000 sec): 3 clusters
  Score: Raw -4342344.349847 + Penalty 3531.813929 = -4338812.535918
  nChanged 7
		SP:Iteration 52Q (115239.730000 sec): 3 clusters
  Score: Raw -4342346.511853 + Penalty 3531.813929 = -4338814.697924
  nChanged 8
		SP:Iteration 53Q (115240.260000 sec): 3 clusters
  Score: Raw -4342348.398073 + Penalty 3531.813929 = -4338816.584144
  nChanged 6
		SP:Iteration 54Q (115240.710000 sec): 3 clusters
  Score: Raw -4342351.012938 + Penalty 3531.813929 = -4338819.199009
  nChanged 7
		SP:Iteration 55Q (115241.300000 sec): 3 clusters
  Score: Raw -4342353.782241 + Penalty 3531.813929 = -4338821.968312
  nChanged 9
		SP:Iteration 56Q (115241.830000 sec): 3 clusters
  Score: Raw -4342357.629638 + Penalty 3531.813929 = -4338825.815709
  nChanged 9
		SP:Iteration 57Q (115242.410000 sec): 3 clusters
  Score: Raw -4342360.006288 + Penalty 3531.813929 = -4338828.192359
  nChanged 7
		SP:Iteration 58Q (115242.920000 sec): 3 clusters
  Score: Raw -4342362.188933 + Penalty 3531.813929 = -4338830.375004
  nChanged 9
		SP:Iteration 59Q (115243.450000 sec): 3 clusters
  Score: Raw -4342368.129541 + Penalty 3531.813929 = -4338836.315613
  nChanged 13
		SP:Iteration 60F (115243.940000 sec): 3 clusters
  Score: Raw -4342375.359926 + Penalty 3531.813929 = -4338843.545997
  nChanged 16
		SP:Iteration 61Q (115244.490000 sec): 3 clusters
  Score: Raw -4342383.183439 + Penalty 3531.813929 = -4338851.369510
  nChanged 16
		SP:Iteration 62Q (115244.980000 sec): 3 clusters
  Score: Raw -4342390.848866 + Penalty 3531.813929 = -4338859.034937
  nChanged 20
		SP:Iteration 63Q (115245.480000 sec): 3 clusters
  Score: Raw -4342400.393107 + Penalty 3531.813929 = -4338868.579178
  nChanged 18
		SP:Iteration 64Q (115246.020000 sec): 3 clusters
  Score: Raw -4342410.288751 + Penalty 3531.813929 = -4338878.474822
  nChanged 19
		SP:Iteration 65Q (115246.540000 sec): 3 clusters
  Score: Raw -4342417.671768 + Penalty 3531.813929 = -4338885.857840
  nChanged 12
		SP:Iteration 66Q (115247.100000 sec): 3 clusters
  Score: Raw -4342421.000077 + Penalty 3531.813929 = -4338889.186148
  nChanged 7
		SP:Iteration 67Q (115247.640000 sec): 3 clusters
  Score: Raw -4342422.626689 + Penalty 3531.813929 = -4338890.812760
  nChanged 2
		SP:Iteration 68Q (115248.190000 sec): 3 clusters
  Score: Raw -4342423.136288 + Penalty 3531.813929 = -4338891.322360
  nChanged 2
		SP:Iteration 69Q (115248.690000 sec): 3 clusters
  Score: Raw -4342423.786427 + Penalty 3531.813929 = -4338891.972498
  nChanged 5
		SP:Iteration 70Q (115249.250000 sec): 3 clusters
  Score: Raw -4342425.538180 + Penalty 3531.813929 = -4338893.724251
  nChanged 2
		SP:Iteration 71Q (115249.780000 sec): 3 clusters
  Score: Raw -4342426.468856 + Penalty 3531.813929 = -4338894.654928
  nChanged 6
		SP:Iteration 72Q (115250.330000 sec): 3 clusters
  Score: Raw -4342429.716224 + Penalty 3531.813929 = -4338897.902295
  nChanged 5
		SP:Iteration 73Q (115250.820000 sec): 3 clusters
  Score: Raw -4342432.090559 + Penalty 3531.813929 = -4338900.276630
  nChanged 7
		SP:Iteration 74Q (115251.390000 sec): 3 clusters
  Score: Raw -4342433.772284 + Penalty 3531.813929 = -4338901.958355
  nChanged 4
		SP:Iteration 75Q (115251.940000 sec): 3 clusters
  Score: Raw -4342434.829171 + Penalty 3531.813929 = -4338903.015243
  nChanged 1
		SP:Iteration 76Q (115252.510000 sec): 3 clusters
  Score: Raw -4342435.075912 + Penalty 3531.813929 = -4338903.261983
  nChanged 1
		SP:Iteration 77Q (115253.080000 sec): 3 clusters
  Score: Raw -4342435.355018 + Penalty 3531.813929 = -4338903.541089
  nChanged 2
		SP:Iteration 78Q (115253.620000 sec): 3 clusters
  Score: Raw -4342435.972443 + Penalty 3531.813929 = -4338904.158514
  nChanged 1
		SP:Iteration 79Q (115254.200000 sec): 3 clusters
  Score: Raw -4342436.092789 + Penalty 3531.813929 = -4338904.278861
  nChanged 0
		SP:Iteration 80F (115254.700000 sec): 3 clusters
  Score: Raw -4342436.092789 + Penalty 3531.813929 = -4338904.278861
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 2 (248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115254.760000 sec): 2 clusters
  Score: Raw -17061.485053 + Penalty 895.932171 = -16165.552882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115254.920000 sec): 3 clusters
  Score: Raw -17191.749793 + Penalty 1791.864343 = -15399.885450
  nChanged 48
		SP:Iteration 1F (115255.080000 sec): 3 clusters
  Score: Raw -17316.655360 + Penalty 1791.864343 = -15524.791017
  nChanged 8
		SP:Iteration 2Q (115255.240000 sec): 3 clusters
  Score: Raw -17337.441599 + Penalty 1791.864343 = -15545.577257
  nChanged 4
		SP:Iteration 3Q (115255.400000 sec): 3 clusters
  Score: Raw -17357.091828 + Penalty 1791.864343 = -15565.227485
  nChanged 1
		SP:Iteration 4Q (115255.560000 sec): 3 clusters
  Score: Raw -17362.172212 + Penalty 1791.864343 = -15570.307870
  nChanged 2
		SP:Iteration 5Q (115255.740000 sec): 3 clusters
  Score: Raw -17368.894168 + Penalty 1791.864343 = -15577.029825
  nChanged 2
		SP:Iteration 6Q (115255.910000 sec): 3 clusters
  Score: Raw -17374.337804 + Penalty 1791.864343 = -15582.473462
  nChanged 1
		SP:Iteration 7Q (115256.090000 sec): 3 clusters
  Score: Raw -17377.537043 + Penalty 1791.864343 = -15585.672700
  nChanged 0
		SP:Iteration 8F (115256.260000 sec): 3 clusters
  Score: Raw -17377.537043 + Penalty 1791.864343 = -15585.672700
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 3 (5275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115256.370000 sec): 2 clusters
  Score: Raw -444815.404541 + Penalty 1392.744268 = -443422.660273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115256.550000 sec): 3 clusters
  Score: Raw -442045.027609 + Penalty 2785.488536 = -439259.539073
  nChanged 2157
		SP:Iteration 1F (115256.720000 sec): 3 clusters
  Score: Raw -443429.596102 + Penalty 2785.488536 = -440644.107566
  nChanged 480
		SP:Iteration 2F (115256.920000 sec): 3 clusters
  Score: Raw -443840.285888 + Penalty 2785.488536 = -441054.797352
  nChanged 430
		SP:Iteration 3F (115257.090000 sec): 3 clusters
  Score: Raw -444172.507261 + Penalty 2785.488536 = -441387.018725
  nChanged 368
		SP:Iteration 4F (115257.250000 sec): 3 clusters
  Score: Raw -444466.093719 + Penalty 2785.488536 = -441680.605183
  nChanged 286
		SP:Iteration 5F (115257.380000 sec): 3 clusters
  Score: Raw -444685.278387 + Penalty 2785.488536 = -441899.789851
  nChanged 200
		SP:Iteration 6Q (115257.540000 sec): 3 clusters
  Score: Raw -444843.748783 + Penalty 2785.488536 = -442058.260246
  nChanged 178
		SP:Iteration 7Q (115257.700000 sec): 3 clusters
  Score: Raw -444988.628491 + Penalty 2785.488536 = -442203.139955
  nChanged 144
		SP:Iteration 8Q (115257.860000 sec): 3 clusters
  Score: Raw -445102.165626 + Penalty 2785.488536 = -442316.677090
  nChanged 103
		SP:Iteration 9Q (115258.020000 sec): 3 clusters
  Score: Raw -445194.766031 + Penalty 2785.488536 = -442409.277495
  nChanged 97
		SP:Iteration 10Q (115258.170000 sec): 3 clusters
  Score: Raw -445275.675517 + Penalty 2785.488536 = -442490.186980
  nChanged 87
		SP:Iteration 11Q (115258.330000 sec): 3 clusters
  Score: Raw -445333.752320 + Penalty 2785.488536 = -442548.263783
  nChanged 66
		SP:Iteration 12Q (115258.520000 sec): 3 clusters
  Score: Raw -445372.539756 + Penalty 2785.488536 = -442587.051220
  nChanged 63
		SP:Iteration 13Q (115258.690000 sec): 3 clusters
  Score: Raw -445401.221882 + Penalty 2785.488536 = -442615.733346
  nChanged 41
		SP:Iteration 14Q (115258.880000 sec): 3 clusters
  Score: Raw -445420.597308 + Penalty 2785.488536 = -442635.108772
  nChanged 32
		SP:Iteration 15Q (115259.050000 sec): 3 clusters
  Score: Raw -445432.826875 + Penalty 2785.488536 = -442647.338338
  nChanged 21
		SP:Iteration 16Q (115259.190000 sec): 3 clusters
  Score: Raw -445440.801443 + Penalty 2785.488536 = -442655.312907
  nChanged 13
		SP:Iteration 17Q (115259.360000 sec): 3 clusters
  Score: Raw -445446.443478 + Penalty 2785.488536 = -442660.954941
  nChanged 15
		SP:Iteration 18Q (115259.520000 sec): 3 clusters
  Score: Raw -445450.754936 + Penalty 2785.488536 = -442665.266400
  nChanged 13
		SP:Iteration 19Q (115259.680000 sec): 3 clusters
  Score: Raw -445456.792054 + Penalty 2785.488536 = -442671.303517
  nChanged 15
		SP:Iteration 20F (115259.830000 sec): 3 clusters
  Score: Raw -445463.473811 + Penalty 2785.488536 = -442677.985275
  nChanged 14
		SP:Iteration 21Q (115259.990000 sec): 3 clusters
  Score: Raw -445468.523905 + Penalty 2785.488536 = -442683.035369
  nChanged 15
		SP:Iteration 22Q (115260.170000 sec): 3 clusters
  Score: Raw -445472.771163 + Penalty 2785.488536 = -442687.282626
  nChanged 6
		SP:Iteration 23Q (115260.360000 sec): 3 clusters
  Score: Raw -445474.107272 + Penalty 2785.488536 = -442688.618735
  nChanged 6
		SP:Iteration 24Q (115260.580000 sec): 3 clusters
  Score: Raw -445475.023109 + Penalty 2785.488536 = -442689.534572
  nChanged 8
		SP:Iteration 25Q (115260.750000 sec): 3 clusters
  Score: Raw -445476.416877 + Penalty 2785.488536 = -442690.928340
  nChanged 4
		SP:Iteration 26Q (115260.920000 sec): 3 clusters
  Score: Raw -445477.162295 + Penalty 2785.488536 = -442691.673758
  nChanged 1
		SP:Iteration 27Q (115261.080000 sec): 3 clusters
  Score: Raw -445477.460480 + Penalty 2785.488536 = -442691.971943
  nChanged 0
		SP:Iteration 28F (115261.210000 sec): 3 clusters
  Score: Raw -445477.460480 + Penalty 2785.488536 = -442691.971943
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 4 (4420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115261.330000 sec): 2 clusters
  Score: Raw -373260.298264 + Penalty 1364.007933 = -371896.290330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115261.510000 sec): 3 clusters
  Score: Raw -371080.620402 + Penalty 2728.015867 = -368352.604536
  nChanged 1773
		SP:Iteration 1F (115261.680000 sec): 3 clusters
  Score: Raw -372065.698340 + Penalty 2728.015867 = -369337.682473
  nChanged 315
		SP:Iteration 2F (115261.860000 sec): 3 clusters
  Score: Raw -372237.757905 + Penalty 2728.015867 = -369509.742038
  nChanged 218
		SP:Iteration 3Q (115262.030000 sec): 3 clusters
  Score: Raw -372348.629863 + Penalty 2728.015867 = -369620.613996
  nChanged 177
		SP:Iteration 4Q (115262.210000 sec): 3 clusters
  Score: Raw -372438.226532 + Penalty 2728.015867 = -369710.210665
  nChanged 163
		SP:Iteration 5Q (115262.380000 sec): 3 clusters
  Score: Raw -372523.914364 + Penalty 2728.015867 = -369795.898497
  nChanged 159
		SP:Iteration 6Q (115262.560000 sec): 3 clusters
  Score: Raw -372607.601595 + Penalty 2728.015867 = -369879.585728
  nChanged 153
		SP:Iteration 7Q (115262.740000 sec): 3 clusters
  Score: Raw -372688.592928 + Penalty 2728.015867 = -369960.577061
  nChanged 132
		SP:Iteration 8Q (115262.910000 sec): 3 clusters
  Score: Raw -372760.954838 + Penalty 2728.015867 = -370032.938971
  nChanged 144
		SP:Iteration 9Q (115263.090000 sec): 3 clusters
  Score: Raw -372835.917534 + Penalty 2728.015867 = -370107.901667
  nChanged 130
		SP:Iteration 10Q (115263.260000 sec): 3 clusters
  Score: Raw -372912.170850 + Penalty 2728.015867 = -370184.154984
  nChanged 134
		SP:Iteration 11Q (115263.440000 sec): 3 clusters
  Score: Raw -372982.738492 + Penalty 2728.015867 = -370254.722625
  nChanged 111
		SP:Iteration 12Q (115263.620000 sec): 3 clusters
  Score: Raw -373037.744397 + Penalty 2728.015867 = -370309.728531
  nChanged 115
		SP:Iteration 13Q (115263.790000 sec): 3 clusters
  Score: Raw -373098.443459 + Penalty 2728.015867 = -370370.427592
  nChanged 105
		SP:Iteration 14Q (115263.970000 sec): 3 clusters
  Score: Raw -373156.064299 + Penalty 2728.015867 = -370428.048432
  nChanged 102
		SP:Iteration 15Q (115264.140000 sec): 3 clusters
  Score: Raw -373214.591732 + Penalty 2728.015867 = -370486.575865
  nChanged 99
		SP:Iteration 16Q (115264.320000 sec): 3 clusters
  Score: Raw -373277.268461 + Penalty 2728.015867 = -370549.252594
  nChanged 83
		SP:Iteration 17Q (115264.500000 sec): 3 clusters
  Score: Raw -373324.248997 + Penalty 2728.015867 = -370596.233130
  nChanged 73
		SP:Iteration 18Q (115264.690000 sec): 3 clusters
  Score: Raw -373370.031667 + Penalty 2728.015867 = -370642.015801
  nChanged 59
		SP:Iteration 19Q (115264.850000 sec): 3 clusters
  Score: Raw -373403.804007 + Penalty 2728.015867 = -370675.788140
  nChanged 52
		SP:Iteration 20F (115265.020000 sec): 3 clusters
  Score: Raw -373439.205154 + Penalty 2728.015867 = -370711.189288
  nChanged 55
		SP:Iteration 21Q (115265.200000 sec): 3 clusters
  Score: Raw -373476.198844 + Penalty 2728.015867 = -370748.182977
  nChanged 49
		SP:Iteration 22Q (115265.380000 sec): 3 clusters
  Score: Raw -373507.962377 + Penalty 2728.015867 = -370779.946510
  nChanged 44
		SP:Iteration 23Q (115265.550000 sec): 3 clusters
  Score: Raw -373541.458134 + Penalty 2728.015867 = -370813.442267
  nChanged 31
		SP:Iteration 24Q (115265.730000 sec): 3 clusters
  Score: Raw -373557.766417 + Penalty 2728.015867 = -370829.750550
  nChanged 20
		SP:Iteration 25Q (115265.900000 sec): 3 clusters
  Score: Raw -373567.976835 + Penalty 2728.015867 = -370839.960968
  nChanged 15
		SP:Iteration 26Q (115266.080000 sec): 3 clusters
  Score: Raw -373576.651343 + Penalty 2728.015867 = -370848.635476
  nChanged 13
		SP:Iteration 27Q (115266.260000 sec): 3 clusters
  Score: Raw -373585.001178 + Penalty 2728.015867 = -370856.985311
  nChanged 11
		SP:Iteration 28Q (115266.430000 sec): 3 clusters
  Score: Raw -373592.456026 + Penalty 2728.015867 = -370864.440159
  nChanged 10
		SP:Iteration 29Q (115266.610000 sec): 3 clusters
  Score: Raw -373598.576317 + Penalty 2728.015867 = -370870.560451
  nChanged 2
		SP:Iteration 30Q (115266.780000 sec): 3 clusters
  Score: Raw -373600.030969 + Penalty 2728.015867 = -370872.015103
  nChanged 2
		SP:Iteration 31Q (115266.960000 sec): 3 clusters
  Score: Raw -373600.820355 + Penalty 2728.015867 = -370872.804488
  nChanged 0
		SP:Iteration 32F (115267.140000 sec): 3 clusters
  Score: Raw -373600.820355 + Penalty 2728.015867 = -370872.804488
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 5 (6832 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115267.260000 sec): 2 clusters
  Score: Raw -565403.607076 + Penalty 1434.773070 = -563968.834006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115267.530000 sec): 3 clusters
  Score: Raw -561683.371709 + Penalty 2869.546139 = -558813.825570
  nChanged 2892
		SP:Iteration 1F (115267.720000 sec): 3 clusters
  Score: Raw -563283.700215 + Penalty 2869.546139 = -560414.154076
  nChanged 407
		SP:Iteration 2F (115267.880000 sec): 3 clusters
  Score: Raw -563456.902202 + Penalty 2869.546139 = -560587.356063
  nChanged 306
		SP:Iteration 3Q (115268.040000 sec): 3 clusters
  Score: Raw -563597.391051 + Penalty 2869.546139 = -560727.844912
  nChanged 268
		SP:Iteration 4Q (115268.230000 sec): 3 clusters
  Score: Raw -563733.978366 + Penalty 2869.546139 = -560864.432227
  nChanged 299
		SP:Iteration 5Q (115268.420000 sec): 3 clusters
  Score: Raw -563909.094817 + Penalty 2869.546139 = -561039.548678
  nChanged 335
		SP:Iteration 6Q (115268.610000 sec): 3 clusters
  Score: Raw -564115.013270 + Penalty 2869.546139 = -561245.467131
  nChanged 317
		SP:Iteration 7Q (115268.810000 sec): 3 clusters
  Score: Raw -564308.468688 + Penalty 2869.546139 = -561438.922549
  nChanged 288
		SP:Iteration 8Q (115269.020000 sec): 3 clusters
  Score: Raw -564489.065524 + Penalty 2869.546139 = -561619.519385
  nChanged 231
		SP:Iteration 9Q (115269.220000 sec): 3 clusters
  Score: Raw -564655.637701 + Penalty 2869.546139 = -561786.091562
  nChanged 225
		SP:Iteration 10Q (115269.420000 sec): 3 clusters
  Score: Raw -564807.702902 + Penalty 2869.546139 = -561938.156763
  nChanged 209
		SP:Iteration 11Q (115269.610000 sec): 3 clusters
  Score: Raw -564935.479450 + Penalty 2869.546139 = -562065.933311
  nChanged 160
		SP:Iteration 12Q (115269.810000 sec): 3 clusters
  Score: Raw -565028.801303 + Penalty 2869.546139 = -562159.255164
  nChanged 146
		SP:Iteration 13Q (115270.010000 sec): 3 clusters
  Score: Raw -565121.319729 + Penalty 2869.546139 = -562251.773590
  nChanged 143
		SP:Iteration 14Q (115270.210000 sec): 3 clusters
  Score: Raw -565199.873988 + Penalty 2869.546139 = -562330.327849
  nChanged 108
		SP:Iteration 15Q (115270.400000 sec): 3 clusters
  Score: Raw -565266.866484 + Penalty 2869.546139 = -562397.320345
  nChanged 96
		SP:Iteration 16Q (115270.600000 sec): 3 clusters
  Score: Raw -565322.462947 + Penalty 2869.546139 = -562452.916808
  nChanged 78
		SP:Iteration 17Q (115270.810000 sec): 3 clusters
  Score: Raw -565361.403966 + Penalty 2869.546139 = -562491.857827
  nChanged 53
		SP:Iteration 18Q (115271.000000 sec): 3 clusters
  Score: Raw -565384.872064 + Penalty 2869.546139 = -562515.325925
  nChanged 45
		SP:Iteration 19Q (115271.200000 sec): 3 clusters
  Score: Raw -565406.345169 + Penalty 2869.546139 = -562536.799030
  nChanged 41
		SP:Iteration 20F (115271.400000 sec): 3 clusters
  Score: Raw -565427.059815 + Penalty 2869.546139 = -562557.513676
  nChanged 41
		SP:Iteration 21Q (115271.600000 sec): 3 clusters
  Score: Raw -565448.827915 + Penalty 2869.546139 = -562579.281776
  nChanged 44
		SP:Iteration 22Q (115271.800000 sec): 3 clusters
  Score: Raw -565473.935155 + Penalty 2869.546139 = -562604.389016
  nChanged 42
		SP:Iteration 23Q (115271.990000 sec): 3 clusters
  Score: Raw -565497.825352 + Penalty 2869.546139 = -562628.279213
  nChanged 42
		SP:Iteration 24Q (115272.190000 sec): 3 clusters
  Score: Raw -565527.709704 + Penalty 2869.546139 = -562658.163565
  nChanged 39
		SP:Iteration 25Q (115272.390000 sec): 3 clusters
  Score: Raw -565554.066782 + Penalty 2869.546139 = -562684.520643
  nChanged 28
		SP:Iteration 26Q (115272.590000 sec): 3 clusters
  Score: Raw -565571.361015 + Penalty 2869.546139 = -562701.814876
  nChanged 20
		SP:Iteration 27Q (115272.790000 sec): 3 clusters
  Score: Raw -565583.330482 + Penalty 2869.546139 = -562713.784343
  nChanged 19
		SP:Iteration 28Q (115272.970000 sec): 3 clusters
  Score: Raw -565594.464123 + Penalty 2869.546139 = -562724.917984
  nChanged 12
		SP:Iteration 29Q (115273.170000 sec): 3 clusters
  Score: Raw -565600.041846 + Penalty 2869.546139 = -562730.495707
  nChanged 9
		SP:Iteration 30Q (115273.380000 sec): 3 clusters
  Score: Raw -565605.168308 + Penalty 2869.546139 = -562735.622169
  nChanged 4
		SP:Iteration 31Q (115273.580000 sec): 3 clusters
  Score: Raw -565607.319133 + Penalty 2869.546139 = -562737.772994
  nChanged 5
		SP:Iteration 32Q (115273.780000 sec): 3 clusters
  Score: Raw -565610.298296 + Penalty 2869.546139 = -562740.752157
  nChanged 4
		SP:Iteration 33Q (115273.980000 sec): 3 clusters
  Score: Raw -565613.566144 + Penalty 2869.546139 = -562744.020005
  nChanged 4
		SP:Iteration 34Q (115274.180000 sec): 3 clusters
  Score: Raw -565616.312505 + Penalty 2869.546139 = -562746.766366
  nChanged 7
		SP:Iteration 35Q (115274.380000 sec): 3 clusters
  Score: Raw -565621.087055 + Penalty 2869.546139 = -562751.540916
  nChanged 7
		SP:Iteration 36Q (115274.580000 sec): 3 clusters
  Score: Raw -565623.924726 + Penalty 2869.546139 = -562754.378587
  nChanged 5
		SP:Iteration 37Q (115274.780000 sec): 3 clusters
  Score: Raw -565626.767284 + Penalty 2869.546139 = -562757.221145
  nChanged 5
		SP:Iteration 38Q (115274.980000 sec): 3 clusters
  Score: Raw -565629.774633 + Penalty 2869.546139 = -562760.228494
  nChanged 2
		SP:Iteration 39Q (115275.180000 sec): 3 clusters
  Score: Raw -565630.788562 + Penalty 2869.546139 = -562761.242423
  nChanged 1
		SP:Iteration 40F (115275.370000 sec): 3 clusters
  Score: Raw -565631.206691 + Penalty 2869.546139 = -562761.660552
  nChanged 1
		SP:Iteration 41Q (115275.570000 sec): 3 clusters
  Score: Raw -565632.006702 + Penalty 2869.546139 = -562762.460563
  nChanged 1
		SP:Iteration 42Q (115275.770000 sec): 3 clusters
  Score: Raw -565632.256622 + Penalty 2869.546139 = -562762.710483
  nChanged 1
		SP:Iteration 43Q (115275.970000 sec): 3 clusters
  Score: Raw -565632.661510 + Penalty 2869.546139 = -562763.115371
  nChanged 0
		SP:Iteration 44F (115276.150000 sec): 3 clusters
  Score: Raw -565632.661510 + Penalty 2869.546139 = -562763.115371
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 6 (3744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115276.270000 sec): 2 clusters
  Score: Raw -330298.963894 + Penalty 1337.035349 = -328961.928545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115276.470000 sec): 3 clusters
  Score: Raw -328466.362006 + Penalty 2674.070697 = -325792.291309
  nChanged 1438
		SP:Iteration 1F (115276.650000 sec): 3 clusters
  Score: Raw -329213.021299 + Penalty 2674.070697 = -326538.950601
  nChanged 290
		SP:Iteration 2F (115276.820000 sec): 3 clusters
  Score: Raw -329370.748371 + Penalty 2674.070697 = -326696.677674
  nChanged 204
		SP:Iteration 3F (115277.000000 sec): 3 clusters
  Score: Raw -329483.735422 + Penalty 2674.070697 = -326809.664725
  nChanged 150
		SP:Iteration 4Q (115277.170000 sec): 3 clusters
  Score: Raw -329563.658802 + Penalty 2674.070697 = -326889.588104
  nChanged 148
		SP:Iteration 5Q (115277.350000 sec): 3 clusters
  Score: Raw -329657.824567 + Penalty 2674.070697 = -326983.753870
  nChanged 170
		SP:Iteration 6Q (115277.530000 sec): 3 clusters
  Score: Raw -329769.485689 + Penalty 2674.070697 = -327095.414992
  nChanged 164
		SP:Iteration 7Q (115277.700000 sec): 3 clusters
  Score: Raw -329888.086082 + Penalty 2674.070697 = -327214.015385
  nChanged 175
		SP:Iteration 8Q (115277.880000 sec): 3 clusters
  Score: Raw -330039.916457 + Penalty 2674.070697 = -327365.845760
  nChanged 188
		SP:Iteration 9F (115278.050000 sec): 3 clusters
  Score: Raw -330192.906093 + Penalty 2674.070697 = -327518.835396
  nChanged 164
		SP:Iteration 10Q (115278.230000 sec): 3 clusters
  Score: Raw -330330.323999 + Penalty 2674.070697 = -327656.253302
  nChanged 158
		SP:Iteration 11Q (115278.410000 sec): 3 clusters
  Score: Raw -330439.288935 + Penalty 2674.070697 = -327765.218238
  nChanged 125
		SP:Iteration 12Q (115278.580000 sec): 3 clusters
  Score: Raw -330525.383383 + Penalty 2674.070697 = -327851.312686
  nChanged 101
		SP:Iteration 13Q (115278.760000 sec): 3 clusters
  Score: Raw -330584.659341 + Penalty 2674.070697 = -327910.588644
  nChanged 69
		SP:Iteration 14Q (115278.930000 sec): 3 clusters
  Score: Raw -330620.658217 + Penalty 2674.070697 = -327946.587520
  nChanged 59
		SP:Iteration 15Q (115279.110000 sec): 3 clusters
  Score: Raw -330649.149001 + Penalty 2674.070697 = -327975.078304
  nChanged 38
		SP:Iteration 16Q (115279.290000 sec): 3 clusters
  Score: Raw -330664.393807 + Penalty 2674.070697 = -327990.323110
  nChanged 22
		SP:Iteration 17Q (115279.460000 sec): 3 clusters
  Score: Raw -330671.424637 + Penalty 2674.070697 = -327997.353940
  nChanged 15
		SP:Iteration 18Q (115279.640000 sec): 3 clusters
  Score: Raw -330675.445524 + Penalty 2674.070697 = -328001.374827
  nChanged 8
		SP:Iteration 19Q (115279.810000 sec): 3 clusters
  Score: Raw -330678.216846 + Penalty 2674.070697 = -328004.146149
  nChanged 6
		SP:Iteration 20F (115279.990000 sec): 3 clusters
  Score: Raw -330680.112005 + Penalty 2674.070697 = -328006.041308
  nChanged 6
		SP:Iteration 21Q (115280.170000 sec): 3 clusters
  Score: Raw -330681.685471 + Penalty 2674.070697 = -328007.614774
  nChanged 5
		SP:Iteration 22Q (115280.340000 sec): 3 clusters
  Score: Raw -330683.127235 + Penalty 2674.070697 = -328009.056538
  nChanged 5
		SP:Iteration 23Q (115280.510000 sec): 3 clusters
  Score: Raw -330684.476083 + Penalty 2674.070697 = -328010.405386
  nChanged 0
		SP:Iteration 24F (115280.730000 sec): 3 clusters
  Score: Raw -330684.476083 + Penalty 2674.070697 = -328010.405386
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 7 (6791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115280.820000 sec): 2 clusters
  Score: Raw -645764.732711 + Penalty 1433.794941 = -644330.937770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115281.050000 sec): 3 clusters
  Score: Raw -642055.502441 + Penalty 2867.589883 = -639187.912558
  nChanged 2840
		SP:Iteration 1F (115281.200000 sec): 3 clusters
  Score: Raw -643550.371932 + Penalty 2867.589883 = -640682.782050
  nChanged 408
		SP:Iteration 2F (115281.390000 sec): 3 clusters
  Score: Raw -643719.305751 + Penalty 2867.589883 = -640851.715868
  nChanged 328
		SP:Iteration 3Q (115281.580000 sec): 3 clusters
  Score: Raw -643850.277974 + Penalty 2867.589883 = -640982.688091
  nChanged 245
		SP:Iteration 4Q (115281.770000 sec): 3 clusters
  Score: Raw -643945.077160 + Penalty 2867.589883 = -641077.487278
  nChanged 227
		SP:Iteration 5Q (115281.950000 sec): 3 clusters
  Score: Raw -644031.128313 + Penalty 2867.589883 = -641163.538430
  nChanged 207
		SP:Iteration 6Q (115282.150000 sec): 3 clusters
  Score: Raw -644119.248049 + Penalty 2867.589883 = -641251.658166
  nChanged 197
		SP:Iteration 7Q (115282.350000 sec): 3 clusters
  Score: Raw -644196.066232 + Penalty 2867.589883 = -641328.476349
  nChanged 187
		SP:Iteration 8Q (115282.550000 sec): 3 clusters
  Score: Raw -644266.457004 + Penalty 2867.589883 = -641398.867122
  nChanged 182
		SP:Iteration 9Q (115282.750000 sec): 3 clusters
  Score: Raw -644339.952921 + Penalty 2867.589883 = -641472.363039
  nChanged 180
		SP:Iteration 10Q (115282.950000 sec): 3 clusters
  Score: Raw -644427.791972 + Penalty 2867.589883 = -641560.202089
  nChanged 215
		SP:Iteration 11Q (115283.150000 sec): 3 clusters
  Score: Raw -644536.868286 + Penalty 2867.589883 = -641669.278404
  nChanged 209
		SP:Iteration 12Q (115283.350000 sec): 3 clusters
  Score: Raw -644649.008475 + Penalty 2867.589883 = -641781.418593
  nChanged 232
		SP:Iteration 13Q (115283.550000 sec): 3 clusters
  Score: Raw -644801.683894 + Penalty 2867.589883 = -641934.094011
  nChanged 244
		SP:Iteration 14Q (115283.740000 sec): 3 clusters
  Score: Raw -644960.546819 + Penalty 2867.589883 = -642092.956937
  nChanged 200
		SP:Iteration 15Q (115283.940000 sec): 3 clusters
  Score: Raw -645111.946734 + Penalty 2867.589883 = -642244.356852
  nChanged 199
		SP:Iteration 16Q (115284.150000 sec): 3 clusters
  Score: Raw -645245.473696 + Penalty 2867.589883 = -642377.883814
  nChanged 160
		SP:Iteration 17Q (115284.350000 sec): 3 clusters
  Score: Raw -645351.620088 + Penalty 2867.589883 = -642484.030206
  nChanged 135
		SP:Iteration 18Q (115284.550000 sec): 3 clusters
  Score: Raw -645447.755301 + Penalty 2867.589883 = -642580.165418
  nChanged 132
		SP:Iteration 19Q (115284.740000 sec): 3 clusters
  Score: Raw -645566.615978 + Penalty 2867.589883 = -642699.026096
  nChanged 105
		SP:Iteration 20F (115284.930000 sec): 3 clusters
  Score: Raw -645650.122139 + Penalty 2867.589883 = -642782.532256
  nChanged 78
		SP:Iteration 21Q (115285.080000 sec): 3 clusters
  Score: Raw -645712.189819 + Penalty 2867.589883 = -642844.599936
  nChanged 55
		SP:Iteration 22Q (115285.230000 sec): 3 clusters
  Score: Raw -645753.964184 + Penalty 2867.589883 = -642886.374301
  nChanged 40
		SP:Iteration 23Q (115285.370000 sec): 3 clusters
  Score: Raw -645786.458588 + Penalty 2867.589883 = -642918.868706
  nChanged 30
		SP:Iteration 24Q (115285.520000 sec): 3 clusters
  Score: Raw -645813.168260 + Penalty 2867.589883 = -642945.578378
  nChanged 25
		SP:Iteration 25Q (115285.670000 sec): 3 clusters
  Score: Raw -645835.528501 + Penalty 2867.589883 = -642967.938618
  nChanged 17
		SP:Iteration 26Q (115285.810000 sec): 3 clusters
  Score: Raw -645849.274635 + Penalty 2867.589883 = -642981.684752
  nChanged 6
		SP:Iteration 27Q (115286.000000 sec): 3 clusters
  Score: Raw -645855.421166 + Penalty 2867.589883 = -642987.831283
  nChanged 10
		SP:Iteration 28Q (115286.190000 sec): 3 clusters
  Score: Raw -645864.381708 + Penalty 2867.589883 = -642996.791825
  nChanged 5
		SP:Iteration 29Q (115286.330000 sec): 3 clusters
  Score: Raw -645868.607795 + Penalty 2867.589883 = -643001.017912
  nChanged 7
		SP:Iteration 30Q (115286.480000 sec): 3 clusters
  Score: Raw -645874.880643 + Penalty 2867.589883 = -643007.290760
  nChanged 5
		SP:Iteration 31Q (115286.630000 sec): 3 clusters
  Score: Raw -645878.344164 + Penalty 2867.589883 = -643010.754281
  nChanged 2
		SP:Iteration 32Q (115286.770000 sec): 3 clusters
  Score: Raw -645879.455391 + Penalty 2867.589883 = -643011.865508
  nChanged 0
		SP:Iteration 33F (115286.980000 sec): 3 clusters
  Score: Raw -645879.455391 + Penalty 2867.589883 = -643011.865508
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 8 (13765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115287.130000 sec): 2 clusters
  Score: Raw -1175505.464886 + Penalty 1548.606218 = -1173956.858668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115287.380000 sec): 3 clusters
  Score: Raw -1167486.368653 + Penalty 3097.212436 = -1164389.156218
  nChanged 6064
		SP:Iteration 1F (115287.600000 sec): 3 clusters
  Score: Raw -1170838.575958 + Penalty 3097.212436 = -1167741.363523
  nChanged 877
		SP:Iteration 2F (115287.820000 sec): 3 clusters
  Score: Raw -1171272.512788 + Penalty 3097.212436 = -1168175.300353
  nChanged 852
		SP:Iteration 3F (115288.090000 sec): 3 clusters
  Score: Raw -1171761.419375 + Penalty 3097.212436 = -1168664.206939
  nChanged 834
		SP:Iteration 4F (115288.310000 sec): 3 clusters
  Score: Raw -1172261.441082 + Penalty 3097.212436 = -1169164.228647
  nChanged 857
		SP:Iteration 5F (115288.540000 sec): 3 clusters
  Score: Raw -1172744.100507 + Penalty 3097.212436 = -1169646.888071
  nChanged 726
		SP:Iteration 6F (115288.760000 sec): 3 clusters
  Score: Raw -1173102.769302 + Penalty 3097.212436 = -1170005.556867
  nChanged 611
		SP:Iteration 7Q (115288.990000 sec): 3 clusters
  Score: Raw -1173377.277294 + Penalty 3097.212436 = -1170280.064859
  nChanged 539
		SP:Iteration 8Q (115289.270000 sec): 3 clusters
  Score: Raw -1173605.681639 + Penalty 3097.212436 = -1170508.469203
  nChanged 440
		SP:Iteration 9Q (115289.510000 sec): 3 clusters
  Score: Raw -1173786.661376 + Penalty 3097.212436 = -1170689.448941
  nChanged 394
		SP:Iteration 10Q (115289.780000 sec): 3 clusters
  Score: Raw -1173946.739960 + Penalty 3097.212436 = -1170849.527525
  nChanged 374
		SP:Iteration 11Q (115290.030000 sec): 3 clusters
  Score: Raw -1174091.332767 + Penalty 3097.212436 = -1170994.120331
  nChanged 355
		SP:Iteration 12Q (115290.290000 sec): 3 clusters
  Score: Raw -1174228.867238 + Penalty 3097.212436 = -1171131.654802
  nChanged 340
		SP:Iteration 13Q (115290.580000 sec): 3 clusters
  Score: Raw -1174370.692714 + Penalty 3097.212436 = -1171273.480278
  nChanged 315
		SP:Iteration 14Q (115290.860000 sec): 3 clusters
  Score: Raw -1174486.205443 + Penalty 3097.212436 = -1171388.993007
  nChanged 259
		SP:Iteration 15Q (115291.110000 sec): 3 clusters
  Score: Raw -1174568.080190 + Penalty 3097.212436 = -1171470.867754
  nChanged 215
		SP:Iteration 16Q (115291.360000 sec): 3 clusters
  Score: Raw -1174634.990229 + Penalty 3097.212436 = -1171537.777794
  nChanged 212
		SP:Iteration 17Q (115291.590000 sec): 3 clusters
  Score: Raw -1174706.108722 + Penalty 3097.212436 = -1171608.896286
  nChanged 214
		SP:Iteration 18Q (115291.860000 sec): 3 clusters
  Score: Raw -1174783.316300 + Penalty 3097.212436 = -1171686.103864
  nChanged 191
		SP:Iteration 19Q (115292.150000 sec): 3 clusters
  Score: Raw -1174858.962841 + Penalty 3097.212436 = -1171761.750406
  nChanged 194
		SP:Iteration 20F (115292.340000 sec): 3 clusters
  Score: Raw -1174933.187642 + Penalty 3097.212436 = -1171835.975206
  nChanged 188
		SP:Iteration 21Q (115292.670000 sec): 3 clusters
  Score: Raw -1175015.270491 + Penalty 3097.212436 = -1171918.058055
  nChanged 204
		SP:Iteration 22Q (115292.880000 sec): 3 clusters
  Score: Raw -1175105.185960 + Penalty 3097.212436 = -1172007.973524
  nChanged 177
		SP:Iteration 23Q (115293.170000 sec): 3 clusters
  Score: Raw -1175182.967885 + Penalty 3097.212436 = -1172085.755449
  nChanged 182
		SP:Iteration 24Q (115293.410000 sec): 3 clusters
  Score: Raw -1175265.172765 + Penalty 3097.212436 = -1172167.960329
  nChanged 156
		SP:Iteration 25Q (115293.660000 sec): 3 clusters
  Score: Raw -1175339.857699 + Penalty 3097.212436 = -1172242.645263
  nChanged 137
		SP:Iteration 26Q (115293.890000 sec): 3 clusters
  Score: Raw -1175405.583640 + Penalty 3097.212436 = -1172308.371204
  nChanged 127
		SP:Iteration 27Q (115294.180000 sec): 3 clusters
  Score: Raw -1175466.841369 + Penalty 3097.212436 = -1172369.628934
  nChanged 107
		SP:Iteration 28Q (115294.390000 sec): 3 clusters
  Score: Raw -1175518.413109 + Penalty 3097.212436 = -1172421.200673
  nChanged 88
		SP:Iteration 29Q (115294.640000 sec): 3 clusters
  Score: Raw -1175558.896153 + Penalty 3097.212436 = -1172461.683717
  nChanged 68
		SP:Iteration 30Q (115294.890000 sec): 3 clusters
  Score: Raw -1175593.235669 + Penalty 3097.212436 = -1172496.023233
  nChanged 55
		SP:Iteration 31Q (115295.110000 sec): 3 clusters
  Score: Raw -1175620.614903 + Penalty 3097.212436 = -1172523.402467
  nChanged 44
		SP:Iteration 32Q (115295.400000 sec): 3 clusters
  Score: Raw -1175640.292987 + Penalty 3097.212436 = -1172543.080551
  nChanged 36
		SP:Iteration 33Q (115295.570000 sec): 3 clusters
  Score: Raw -1175659.667007 + Penalty 3097.212436 = -1172562.454572
  nChanged 33
		SP:Iteration 34Q (115295.820000 sec): 3 clusters
  Score: Raw -1175677.965526 + Penalty 3097.212436 = -1172580.753090
  nChanged 33
		SP:Iteration 35Q (115296.050000 sec): 3 clusters
  Score: Raw -1175695.573761 + Penalty 3097.212436 = -1172598.361325
  nChanged 33
		SP:Iteration 36Q (115296.260000 sec): 3 clusters
  Score: Raw -1175709.803528 + Penalty 3097.212436 = -1172612.591092
  nChanged 30
		SP:Iteration 37Q (115296.480000 sec): 3 clusters
  Score: Raw -1175722.283268 + Penalty 3097.212436 = -1172625.070833
  nChanged 15
		SP:Iteration 38Q (115296.750000 sec): 3 clusters
  Score: Raw -1175729.501929 + Penalty 3097.212436 = -1172632.289494
  nChanged 16
		SP:Iteration 39Q (115297.010000 sec): 3 clusters
  Score: Raw -1175738.198045 + Penalty 3097.212436 = -1172640.985609
  nChanged 16
		SP:Iteration 40F (115297.220000 sec): 3 clusters
  Score: Raw -1175745.829724 + Penalty 3097.212436 = -1172648.617288
  nChanged 12
		SP:Iteration 41Q (115297.510000 sec): 3 clusters
  Score: Raw -1175752.877902 + Penalty 3097.212436 = -1172655.665467
  nChanged 6
		SP:Iteration 42Q (115297.690000 sec): 3 clusters
  Score: Raw -1175755.276960 + Penalty 3097.212436 = -1172658.064524
  nChanged 6
		SP:Iteration 43Q (115297.940000 sec): 3 clusters
  Score: Raw -1175757.505495 + Penalty 3097.212436 = -1172660.293059
  nChanged 7
		SP:Iteration 44Q (115298.130000 sec): 3 clusters
  Score: Raw -1175759.844792 + Penalty 3097.212436 = -1172662.632357
  nChanged 7
		SP:Iteration 45Q (115298.290000 sec): 3 clusters
  Score: Raw -1175763.044157 + Penalty 3097.212436 = -1172665.831721
  nChanged 9
		SP:Iteration 46Q (115298.540000 sec): 3 clusters
  Score: Raw -1175766.683311 + Penalty 3097.212436 = -1172669.470876
  nChanged 6
		SP:Iteration 47Q (115298.800000 sec): 3 clusters
  Score: Raw -1175770.080556 + Penalty 3097.212436 = -1172672.868121
  nChanged 8
		SP:Iteration 48Q (115299.010000 sec): 3 clusters
  Score: Raw -1175774.667238 + Penalty 3097.212436 = -1172677.454802
  nChanged 5
		SP:Iteration 49Q (115299.220000 sec): 3 clusters
  Score: Raw -1175777.049867 + Penalty 3097.212436 = -1172679.837431
  nChanged 6
		SP:Iteration 50Q (115299.440000 sec): 3 clusters
  Score: Raw -1175778.698471 + Penalty 3097.212436 = -1172681.486035
  nChanged 3
		SP:Iteration 51Q (115299.670000 sec): 3 clusters
  Score: Raw -1175779.656982 + Penalty 3097.212436 = -1172682.444546
  nChanged 3
		SP:Iteration 52Q (115299.880000 sec): 3 clusters
  Score: Raw -1175781.301057 + Penalty 3097.212436 = -1172684.088622
  nChanged 5
		SP:Iteration 53Q (115300.090000 sec): 3 clusters
  Score: Raw -1175783.347397 + Penalty 3097.212436 = -1172686.134961
  nChanged 5
		SP:Iteration 54Q (115300.390000 sec): 3 clusters
  Score: Raw -1175785.561645 + Penalty 3097.212436 = -1172688.349209
  nChanged 4
		SP:Iteration 55Q (115300.580000 sec): 3 clusters
  Score: Raw -1175787.027135 + Penalty 3097.212436 = -1172689.814699
  nChanged 3
		SP:Iteration 56Q (115300.790000 sec): 3 clusters
  Score: Raw -1175788.434674 + Penalty 3097.212436 = -1172691.222238
  nChanged 5
		SP:Iteration 57Q (115301.070000 sec): 3 clusters
  Score: Raw -1175790.523481 + Penalty 3097.212436 = -1172693.311046
  nChanged 6
		SP:Iteration 58Q (115301.330000 sec): 3 clusters
  Score: Raw -1175793.531171 + Penalty 3097.212436 = -1172696.318736
  nChanged 7
		SP:Iteration 59Q (115301.520000 sec): 3 clusters
  Score: Raw -1175795.686856 + Penalty 3097.212436 = -1172698.474421
  nChanged 2
		SP:Iteration 60F (115301.740000 sec): 3 clusters
  Score: Raw -1175796.994954 + Penalty 3097.212436 = -1172699.782518
  nChanged 2
		SP:Iteration 61Q (115301.990000 sec): 3 clusters
  Score: Raw -1175798.117372 + Penalty 3097.212436 = -1172700.904936
  nChanged 2
		SP:Iteration 62Q (115302.210000 sec): 3 clusters
  Score: Raw -1175799.631497 + Penalty 3097.212436 = -1172702.419061
  nChanged 2
		SP:Iteration 63Q (115302.440000 sec): 3 clusters
  Score: Raw -1175800.563818 + Penalty 3097.212436 = -1172703.351382
  nChanged 2
		SP:Iteration 64Q (115302.660000 sec): 3 clusters
  Score: Raw -1175802.195035 + Penalty 3097.212436 = -1172704.982599
  nChanged 5
		SP:Iteration 65Q (115302.880000 sec): 3 clusters
  Score: Raw -1175805.026038 + Penalty 3097.212436 = -1172707.813602
  nChanged 3
		SP:Iteration 66Q (115303.150000 sec): 3 clusters
  Score: Raw -1175806.124459 + Penalty 3097.212436 = -1172708.912023
  nChanged 2
		SP:Iteration 67Q (115303.400000 sec): 3 clusters
  Score: Raw -1175807.040845 + Penalty 3097.212436 = -1172709.828410
  nChanged 0
		SP:Iteration 68F (115303.620000 sec): 3 clusters
  Score: Raw -1175807.040845 + Penalty 3097.212436 = -1172709.828410
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 9 (23449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115303.830000 sec): 2 clusters
  Score: Raw -2051100.436789 + Penalty 1635.169758 = -2049465.267030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115304.180000 sec): 3 clusters
  Score: Raw -2036856.751304 + Penalty 3270.339517 = -2033586.411787
  nChanged 10610
		SP:Iteration 1F (115304.450000 sec): 3 clusters
  Score: Raw -2042786.455311 + Penalty 3270.339517 = -2039516.115794
  nChanged 1037
		SP:Iteration 2Q (115304.760000 sec): 3 clusters
  Score: Raw -2043110.659238 + Penalty 3270.339517 = -2039840.319721
  nChanged 933
		SP:Iteration 3Q (115305.100000 sec): 3 clusters
  Score: Raw -2043410.903055 + Penalty 3270.339517 = -2040140.563538
  nChanged 871
		SP:Iteration 4Q (115305.410000 sec): 3 clusters
  Score: Raw -2043741.495147 + Penalty 3270.339517 = -2040471.155630
  nChanged 951
		SP:Iteration 5Q (115305.740000 sec): 3 clusters
  Score: Raw -2044186.546627 + Penalty 3270.339517 = -2040916.207110
  nChanged 1101
		SP:Iteration 6Q (115306.060000 sec): 3 clusters
  Score: Raw -2044831.129479 + Penalty 3270.339517 = -2041560.789962
  nChanged 1267
		SP:Iteration 7F (115306.360000 sec): 3 clusters
  Score: Raw -2045698.810844 + Penalty 3270.339517 = -2042428.471327
  nChanged 1360
		SP:Iteration 8F (115306.670000 sec): 3 clusters
  Score: Raw -2046721.379434 + Penalty 3270.339517 = -2043451.039917
  nChanged 1387
		SP:Iteration 9F (115306.980000 sec): 3 clusters
  Score: Raw -2047810.724324 + Penalty 3270.339517 = -2044540.384807
  nChanged 1277
		SP:Iteration 10F (115307.290000 sec): 3 clusters
  Score: Raw -2048745.457421 + Penalty 3270.339517 = -2045475.117904
  nChanged 1158
		SP:Iteration 11Q (115307.640000 sec): 3 clusters
  Score: Raw -2049526.190958 + Penalty 3270.339517 = -2046255.851441
  nChanged 963
		SP:Iteration 12Q (115307.980000 sec): 3 clusters
  Score: Raw -2050067.985730 + Penalty 3270.339517 = -2046797.646213
  nChanged 760
		SP:Iteration 13Q (115308.330000 sec): 3 clusters
  Score: Raw -2050433.828465 + Penalty 3270.339517 = -2047163.488948
  nChanged 627
		SP:Iteration 14Q (115308.670000 sec): 3 clusters
  Score: Raw -2050681.672341 + Penalty 3270.339517 = -2047411.332824
  nChanged 507
		SP:Iteration 15Q (115309.020000 sec): 3 clusters
  Score: Raw -2050854.002584 + Penalty 3270.339517 = -2047583.663067
  nChanged 419
		SP:Iteration 16Q (115309.370000 sec): 3 clusters
  Score: Raw -2050987.511445 + Penalty 3270.339517 = -2047717.171928
  nChanged 348
		SP:Iteration 17Q (115309.720000 sec): 3 clusters
  Score: Raw -2051083.548051 + Penalty 3270.339517 = -2047813.208534
  nChanged 302
		SP:Iteration 18Q (115310.060000 sec): 3 clusters
  Score: Raw -2051160.156846 + Penalty 3270.339517 = -2047889.817329
  nChanged 290
		SP:Iteration 19Q (115310.360000 sec): 3 clusters
  Score: Raw -2051224.216181 + Penalty 3270.339517 = -2047953.876664
  nChanged 242
		SP:Iteration 20F (115310.660000 sec): 3 clusters
  Score: Raw -2051280.582317 + Penalty 3270.339517 = -2048010.242800
  nChanged 226
		SP:Iteration 21Q (115311.020000 sec): 3 clusters
  Score: Raw -2051330.632114 + Penalty 3270.339517 = -2048060.292598
  nChanged 196
		SP:Iteration 22Q (115311.350000 sec): 3 clusters
  Score: Raw -2051370.650376 + Penalty 3270.339517 = -2048100.310859
  nChanged 193
		SP:Iteration 23Q (115311.670000 sec): 3 clusters
  Score: Raw -2051409.974871 + Penalty 3270.339517 = -2048139.635354
  nChanged 177
		SP:Iteration 24Q (115312.020000 sec): 3 clusters
  Score: Raw -2051446.746700 + Penalty 3270.339517 = -2048176.407183
  nChanged 153
		SP:Iteration 25Q (115312.370000 sec): 3 clusters
  Score: Raw -2051481.119815 + Penalty 3270.339517 = -2048210.780298
  nChanged 154
		SP:Iteration 26Q (115312.730000 sec): 3 clusters
  Score: Raw -2051514.059467 + Penalty 3270.339517 = -2048243.719950
  nChanged 147
		SP:Iteration 27Q (115313.000000 sec): 3 clusters
  Score: Raw -2051545.706424 + Penalty 3270.339517 = -2048275.366907
  nChanged 127
		SP:Iteration 28Q (115313.380000 sec): 3 clusters
  Score: Raw -2051572.034428 + Penalty 3270.339517 = -2048301.694911
  nChanged 112
		SP:Iteration 29Q (115313.630000 sec): 3 clusters
  Score: Raw -2051592.538511 + Penalty 3270.339517 = -2048322.198994
  nChanged 94
		SP:Iteration 30Q (115313.990000 sec): 3 clusters
  Score: Raw -2051609.859965 + Penalty 3270.339517 = -2048339.520448
  nChanged 91
		SP:Iteration 31Q (115314.220000 sec): 3 clusters
  Score: Raw -2051626.434734 + Penalty 3270.339517 = -2048356.095218
  nChanged 75
		SP:Iteration 32Q (115314.530000 sec): 3 clusters
  Score: Raw -2051637.982641 + Penalty 3270.339517 = -2048367.643124
  nChanged 66
		SP:Iteration 33Q (115314.840000 sec): 3 clusters
  Score: Raw -2051648.887713 + Penalty 3270.339517 = -2048378.548196
  nChanged 62
		SP:Iteration 34Q (115315.130000 sec): 3 clusters
  Score: Raw -2051658.953178 + Penalty 3270.339517 = -2048388.613661
  nChanged 57
		SP:Iteration 35Q (115315.420000 sec): 3 clusters
  Score: Raw -2051668.519373 + Penalty 3270.339517 = -2048398.179856
  nChanged 61
		SP:Iteration 36Q (115315.740000 sec): 3 clusters
  Score: Raw -2051680.857599 + Penalty 3270.339517 = -2048410.518082
  nChanged 55
		SP:Iteration 37Q (115316.100000 sec): 3 clusters
  Score: Raw -2051691.111499 + Penalty 3270.339517 = -2048420.771982
  nChanged 53
		SP:Iteration 38Q (115316.390000 sec): 3 clusters
  Score: Raw -2051699.342770 + Penalty 3270.339517 = -2048429.003253
  nChanged 48
		SP:Iteration 39Q (115316.720000 sec): 3 clusters
  Score: Raw -2051706.149971 + Penalty 3270.339517 = -2048435.810454
  nChanged 44
		SP:Iteration 40F (115317.000000 sec): 3 clusters
  Score: Raw -2051712.890438 + Penalty 3270.339517 = -2048442.550921
  nChanged 49
		SP:Iteration 41Q (115317.310000 sec): 3 clusters
  Score: Raw -2051721.020761 + Penalty 3270.339517 = -2048450.681244
  nChanged 47
		SP:Iteration 42Q (115317.590000 sec): 3 clusters
  Score: Raw -2051728.960760 + Penalty 3270.339517 = -2048458.621243
  nChanged 37
		SP:Iteration 43Q (115317.930000 sec): 3 clusters
  Score: Raw -2051734.107362 + Penalty 3270.339517 = -2048463.767845
  nChanged 32
		SP:Iteration 44Q (115318.210000 sec): 3 clusters
  Score: Raw -2051738.403950 + Penalty 3270.339517 = -2048468.064433
  nChanged 31
		SP:Iteration 45Q (115318.560000 sec): 3 clusters
  Score: Raw -2051742.263955 + Penalty 3270.339517 = -2048471.924439
  nChanged 27
		SP:Iteration 46Q (115318.910000 sec): 3 clusters
  Score: Raw -2051745.468682 + Penalty 3270.339517 = -2048475.129165
  nChanged 22
		SP:Iteration 47Q (115319.260000 sec): 3 clusters
  Score: Raw -2051748.098689 + Penalty 3270.339517 = -2048477.759172
  nChanged 17
		SP:Iteration 48Q (115319.610000 sec): 3 clusters
  Score: Raw -2051750.130147 + Penalty 3270.339517 = -2048479.790631
  nChanged 10
		SP:Iteration 49Q (115319.960000 sec): 3 clusters
  Score: Raw -2051751.444495 + Penalty 3270.339517 = -2048481.104978
  nChanged 19
		SP:Iteration 50Q (115320.310000 sec): 3 clusters
  Score: Raw -2051753.730996 + Penalty 3270.339517 = -2048483.391480
  nChanged 17
		SP:Iteration 51Q (115320.660000 sec): 3 clusters
  Score: Raw -2051755.709074 + Penalty 3270.339517 = -2048485.369557
  nChanged 14
		SP:Iteration 52Q (115321.010000 sec): 3 clusters
  Score: Raw -2051757.438928 + Penalty 3270.339517 = -2048487.099411
  nChanged 11
		SP:Iteration 53Q (115321.360000 sec): 3 clusters
  Score: Raw -2051758.706416 + Penalty 3270.339517 = -2048488.366899
  nChanged 7
		SP:Iteration 54Q (115321.710000 sec): 3 clusters
  Score: Raw -2051759.694875 + Penalty 3270.339517 = -2048489.355358
  nChanged 11
		SP:Iteration 55Q (115322.060000 sec): 3 clusters
  Score: Raw -2051760.968062 + Penalty 3270.339517 = -2048490.628545
  nChanged 9
		SP:Iteration 56Q (115322.370000 sec): 3 clusters
  Score: Raw -2051762.134380 + Penalty 3270.339517 = -2048491.794863
  nChanged 11
		SP:Iteration 57Q (115322.690000 sec): 3 clusters
  Score: Raw -2051763.707946 + Penalty 3270.339517 = -2048493.368429
  nChanged 13
		SP:Iteration 58Q (115322.990000 sec): 3 clusters
  Score: Raw -2051765.431092 + Penalty 3270.339517 = -2048495.091575
  nChanged 9
		SP:Iteration 59Q (115323.330000 sec): 3 clusters
  Score: Raw -2051766.376447 + Penalty 3270.339517 = -2048496.036930
  nChanged 7
		SP:Iteration 60F (115323.620000 sec): 3 clusters
  Score: Raw -2051767.208289 + Penalty 3270.339517 = -2048496.868772
  nChanged 6
		SP:Iteration 61Q (115323.970000 sec): 3 clusters
  Score: Raw -2051767.935352 + Penalty 3270.339517 = -2048497.595835
  nChanged 3
		SP:Iteration 62Q (115324.250000 sec): 3 clusters
  Score: Raw -2051768.236967 + Penalty 3270.339517 = -2048497.897450
  nChanged 1
		SP:Iteration 63Q (115324.630000 sec): 3 clusters
  Score: Raw -2051768.328963 + Penalty 3270.339517 = -2048497.989446
  nChanged 2
		SP:Iteration 64Q (115324.930000 sec): 3 clusters
  Score: Raw -2051768.488763 + Penalty 3270.339517 = -2048498.149246
  nChanged 3
		SP:Iteration 65Q (115325.290000 sec): 3 clusters
  Score: Raw -2051768.790533 + Penalty 3270.339517 = -2048498.451017
  nChanged 6
		SP:Iteration 66Q (115325.560000 sec): 3 clusters
  Score: Raw -2051769.278657 + Penalty 3270.339517 = -2048498.939140
  nChanged 5
		SP:Iteration 67Q (115325.870000 sec): 3 clusters
  Score: Raw -2051769.751309 + Penalty 3270.339517 = -2048499.411792
  nChanged 7
		SP:Iteration 68Q (115326.170000 sec): 3 clusters
  Score: Raw -2051770.539893 + Penalty 3270.339517 = -2048500.200376
  nChanged 6
		SP:Iteration 69Q (115326.530000 sec): 3 clusters
  Score: Raw -2051771.117609 + Penalty 3270.339517 = -2048500.778092
  nChanged 7
		SP:Iteration 70Q (115326.830000 sec): 3 clusters
  Score: Raw -2051771.703693 + Penalty 3270.339517 = -2048501.364176
  nChanged 5
		SP:Iteration 71Q (115327.210000 sec): 3 clusters
  Score: Raw -2051772.133628 + Penalty 3270.339517 = -2048501.794111
  nChanged 7
		SP:Iteration 72Q (115327.570000 sec): 3 clusters
  Score: Raw -2051772.779751 + Penalty 3270.339517 = -2048502.440234
  nChanged 1
		SP:Iteration 73Q (115327.830000 sec): 3 clusters
  Score: Raw -2051772.841423 + Penalty 3270.339517 = -2048502.501906
  nChanged 0
		SP:Iteration 74F (115328.130000 sec): 3 clusters
  Score: Raw -2051772.841423 + Penalty 3270.339517 = -2048502.501906
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 10 (16463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115328.310000 sec): 2 clusters
  Score: Raw -1428553.793675 + Penalty 1577.691492 = -1426976.102183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115328.590000 sec): 3 clusters
  Score: Raw -1418759.535753 + Penalty 3155.382983 = -1415604.152769
  nChanged 7336
		SP:Iteration 1F (115328.850000 sec): 3 clusters
  Score: Raw -1422814.735047 + Penalty 3155.382983 = -1419659.352064
  nChanged 1032
		SP:Iteration 2F (115329.120000 sec): 3 clusters
  Score: Raw -1423386.758320 + Penalty 3155.382983 = -1420231.375336
  nChanged 1106
		SP:Iteration 3F (115329.390000 sec): 3 clusters
  Score: Raw -1424009.357014 + Penalty 3155.382983 = -1420853.974031
  nChanged 1070
		SP:Iteration 4F (115329.660000 sec): 3 clusters
  Score: Raw -1424585.035011 + Penalty 3155.382983 = -1421429.652028
  nChanged 980
		SP:Iteration 5F (115329.940000 sec): 3 clusters
  Score: Raw -1425063.244764 + Penalty 3155.382983 = -1421907.861780
  nChanged 855
		SP:Iteration 6F (115330.210000 sec): 3 clusters
  Score: Raw -1425490.364706 + Penalty 3155.382983 = -1422334.981723
  nChanged 773
		SP:Iteration 7Q (115330.490000 sec): 3 clusters
  Score: Raw -1425867.652078 + Penalty 3155.382983 = -1422712.269095
  nChanged 650
		SP:Iteration 8Q (115330.780000 sec): 3 clusters
  Score: Raw -1426131.652531 + Penalty 3155.382983 = -1422976.269547
  nChanged 527
		SP:Iteration 9Q (115331.070000 sec): 3 clusters
  Score: Raw -1426329.635492 + Penalty 3155.382983 = -1423174.252509
  nChanged 451
		SP:Iteration 10Q (115331.360000 sec): 3 clusters
  Score: Raw -1426472.150863 + Penalty 3155.382983 = -1423316.767880
  nChanged 332
		SP:Iteration 11Q (115331.630000 sec): 3 clusters
  Score: Raw -1426561.371788 + Penalty 3155.382983 = -1423405.988805
  nChanged 272
		SP:Iteration 12Q (115331.970000 sec): 3 clusters
  Score: Raw -1426633.698053 + Penalty 3155.382983 = -1423478.315070
  nChanged 238
		SP:Iteration 13Q (115332.280000 sec): 3 clusters
  Score: Raw -1426704.211219 + Penalty 3155.382983 = -1423548.828236
  nChanged 240
		SP:Iteration 14Q (115332.530000 sec): 3 clusters
  Score: Raw -1426781.618616 + Penalty 3155.382983 = -1423626.235633
  nChanged 218
		SP:Iteration 15Q (115332.840000 sec): 3 clusters
  Score: Raw -1426851.226945 + Penalty 3155.382983 = -1423695.843962
  nChanged 205
		SP:Iteration 16Q (115333.120000 sec): 3 clusters
  Score: Raw -1426914.709820 + Penalty 3155.382983 = -1423759.326837
  nChanged 190
		SP:Iteration 17Q (115333.450000 sec): 3 clusters
  Score: Raw -1426981.238087 + Penalty 3155.382983 = -1423825.855104
  nChanged 216
		SP:Iteration 18Q (115333.720000 sec): 3 clusters
  Score: Raw -1427072.432371 + Penalty 3155.382983 = -1423917.049387
  nChanged 257
		SP:Iteration 19Q (115333.990000 sec): 3 clusters
  Score: Raw -1427199.274623 + Penalty 3155.382983 = -1424043.891640
  nChanged 275
		SP:Iteration 20F (115334.250000 sec): 3 clusters
  Score: Raw -1427363.609176 + Penalty 3155.382983 = -1424208.226193
  nChanged 324
		SP:Iteration 21Q (115334.530000 sec): 3 clusters
  Score: Raw -1427594.897286 + Penalty 3155.382983 = -1424439.514302
  nChanged 359
		SP:Iteration 22Q (115334.820000 sec): 3 clusters
  Score: Raw -1427860.287783 + Penalty 3155.382983 = -1424704.904799
  nChanged 323
		SP:Iteration 23Q (115335.130000 sec): 3 clusters
  Score: Raw -1428100.177469 + Penalty 3155.382983 = -1424944.794485
  nChanged 280
		SP:Iteration 24Q (115335.400000 sec): 3 clusters
  Score: Raw -1428287.064591 + Penalty 3155.382983 = -1425131.681608
  nChanged 230
		SP:Iteration 25Q (115335.670000 sec): 3 clusters
  Score: Raw -1428439.752315 + Penalty 3155.382983 = -1425284.369332
  nChanged 186
		SP:Iteration 26Q (115335.970000 sec): 3 clusters
  Score: Raw -1428536.462829 + Penalty 3155.382983 = -1425381.079846
  nChanged 152
		SP:Iteration 27Q (115336.270000 sec): 3 clusters
  Score: Raw -1428616.651455 + Penalty 3155.382983 = -1425461.268472
  nChanged 140
		SP:Iteration 28Q (115336.580000 sec): 3 clusters
  Score: Raw -1428687.745571 + Penalty 3155.382983 = -1425532.362588
  nChanged 112
		SP:Iteration 29Q (115336.840000 sec): 3 clusters
  Score: Raw -1428737.929173 + Penalty 3155.382983 = -1425582.546190
  nChanged 87
		SP:Iteration 30Q (115337.130000 sec): 3 clusters
  Score: Raw -1428783.037099 + Penalty 3155.382983 = -1425627.654116
  nChanged 79
		SP:Iteration 31Q (115337.400000 sec): 3 clusters
  Score: Raw -1428833.356039 + Penalty 3155.382983 = -1425677.973056
  nChanged 84
		SP:Iteration 32Q (115337.670000 sec): 3 clusters
  Score: Raw -1428887.407640 + Penalty 3155.382983 = -1425732.024657
  nChanged 76
		SP:Iteration 33Q (115337.930000 sec): 3 clusters
  Score: Raw -1428934.046285 + Penalty 3155.382983 = -1425778.663302
  nChanged 76
		SP:Iteration 34Q (115338.200000 sec): 3 clusters
  Score: Raw -1428978.426317 + Penalty 3155.382983 = -1425823.043334
  nChanged 68
		SP:Iteration 35Q (115338.490000 sec): 3 clusters
  Score: Raw -1429015.509227 + Penalty 3155.382983 = -1425860.126244
  nChanged 64
		SP:Iteration 36Q (115338.750000 sec): 3 clusters
  Score: Raw -1429048.670413 + Penalty 3155.382983 = -1425893.287430
  nChanged 52
		SP:Iteration 37Q (115339.030000 sec): 3 clusters
  Score: Raw -1429082.011108 + Penalty 3155.382983 = -1425926.628125
  nChanged 44
		SP:Iteration 38Q (115339.360000 sec): 3 clusters
  Score: Raw -1429102.772963 + Penalty 3155.382983 = -1425947.389980
  nChanged 36
		SP:Iteration 39Q (115339.630000 sec): 3 clusters
  Score: Raw -1429114.862676 + Penalty 3155.382983 = -1425959.479693
  nChanged 29
		SP:Iteration 40F (115339.940000 sec): 3 clusters
  Score: Raw -1429126.665582 + Penalty 3155.382983 = -1425971.282599
  nChanged 26
		SP:Iteration 41Q (115340.190000 sec): 3 clusters
  Score: Raw -1429139.024567 + Penalty 3155.382983 = -1425983.641583
  nChanged 24
		SP:Iteration 42Q (115340.460000 sec): 3 clusters
  Score: Raw -1429149.289351 + Penalty 3155.382983 = -1425993.906368
  nChanged 24
		SP:Iteration 43Q (115340.790000 sec): 3 clusters
  Score: Raw -1429157.316993 + Penalty 3155.382983 = -1426001.934010
  nChanged 13
		SP:Iteration 44Q (115341.110000 sec): 3 clusters
  Score: Raw -1429161.234056 + Penalty 3155.382983 = -1426005.851073
  nChanged 8
		SP:Iteration 45Q (115341.360000 sec): 3 clusters
  Score: Raw -1429163.502497 + Penalty 3155.382983 = -1426008.119514
  nChanged 7
		SP:Iteration 46Q (115341.630000 sec): 3 clusters
  Score: Raw -1429164.932091 + Penalty 3155.382983 = -1426009.549108
  nChanged 5
		SP:Iteration 47Q (115341.910000 sec): 3 clusters
  Score: Raw -1429166.966830 + Penalty 3155.382983 = -1426011.583847
  nChanged 3
		SP:Iteration 48Q (115342.190000 sec): 3 clusters
  Score: Raw -1429168.186475 + Penalty 3155.382983 = -1426012.803492
  nChanged 2
		SP:Iteration 49Q (115342.500000 sec): 3 clusters
  Score: Raw -1429168.775838 + Penalty 3155.382983 = -1426013.392855
  nChanged 0
		SP:Iteration 50F (115342.750000 sec): 3 clusters
  Score: Raw -1429168.775838 + Penalty 3155.382983 = -1426013.392855
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 11 (82061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115343.300000 sec): 2 clusters
  Score: Raw -7314912.325208 + Penalty 1838.722950 = -7313073.602258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115343.930000 sec): 3 clusters
  Score: Raw -7262071.858132 + Penalty 3677.445899 = -7258394.412232
  nChanged 38879
		SP:Iteration 1F (115344.620000 sec): 3 clusters
  Score: Raw -7284692.925406 + Penalty 3677.445899 = -7281015.479507
  nChanged 3823
		SP:Iteration 2Q (115345.380000 sec): 3 clusters
  Score: Raw -7286532.662143 + Penalty 3677.445899 = -7282855.216244
  nChanged 5154
		SP:Iteration 3F (115346.070000 sec): 3 clusters
  Score: Raw -7289806.876839 + Penalty 3677.445899 = -7286129.430939
  nChanged 6455
		SP:Iteration 4F (115346.760000 sec): 3 clusters
  Score: Raw -7294566.341800 + Penalty 3677.445899 = -7290888.895901
  nChanged 6804
		SP:Iteration 5F (115347.450000 sec): 3 clusters
  Score: Raw -7299339.862955 + Penalty 3677.445899 = -7295662.417055
  nChanged 5833
		SP:Iteration 6F (115348.100000 sec): 3 clusters
  Score: Raw -7302607.177977 + Penalty 3677.445899 = -7298929.732077
  nChanged 4288
		SP:Iteration 7F (115348.780000 sec): 3 clusters
  Score: Raw -7304266.085939 + Penalty 3677.445899 = -7300588.640040
  nChanged 2695
		SP:Iteration 8Q (115349.490000 sec): 3 clusters
  Score: Raw -7304985.449279 + Penalty 3677.445899 = -7301308.003379
  nChanged 1786
		SP:Iteration 9Q (115350.240000 sec): 3 clusters
  Score: Raw -7305358.129800 + Penalty 3677.445899 = -7301680.683901
  nChanged 1345
		SP:Iteration 10Q (115350.960000 sec): 3 clusters
  Score: Raw -7305622.820706 + Penalty 3677.445899 = -7301945.374806
  nChanged 1216
		SP:Iteration 11Q (115351.770000 sec): 3 clusters
  Score: Raw -7305861.511666 + Penalty 3677.445899 = -7302184.065766
  nChanged 1228
		SP:Iteration 12Q (115352.540000 sec): 3 clusters
  Score: Raw -7306115.240626 + Penalty 3677.445899 = -7302437.794727
  nChanged 1465
		SP:Iteration 13Q (115353.310000 sec): 3 clusters
  Score: Raw -7306438.363476 + Penalty 3677.445899 = -7302760.917577
  nChanged 1624
		SP:Iteration 14Q (115354.130000 sec): 3 clusters
  Score: Raw -7306815.740828 + Penalty 3677.445899 = -7303138.294928
  nChanged 1747
		SP:Iteration 15Q (115354.950000 sec): 3 clusters
  Score: Raw -7307251.562994 + Penalty 3677.445899 = -7303574.117095
  nChanged 1905
		SP:Iteration 16Q (115355.710000 sec): 3 clusters
  Score: Raw -7307761.933230 + Penalty 3677.445899 = -7304084.487331
  nChanged 2106
		SP:Iteration 17Q (115356.490000 sec): 3 clusters
  Score: Raw -7308361.851112 + Penalty 3677.445899 = -7304684.405212
  nChanged 2226
		SP:Iteration 18Q (115357.270000 sec): 3 clusters
  Score: Raw -7309034.506632 + Penalty 3677.445899 = -7305357.060733
  nChanged 2331
		SP:Iteration 19Q (115358.040000 sec): 3 clusters
  Score: Raw -7309772.335733 + Penalty 3677.445899 = -7306094.889833
  nChanged 2341
		SP:Iteration 20F (115358.770000 sec): 3 clusters
  Score: Raw -7310538.416778 + Penalty 3677.445899 = -7306860.970879
  nChanged 2432
		SP:Iteration 21Q (115359.550000 sec): 3 clusters
  Score: Raw -7311347.990572 + Penalty 3677.445899 = -7307670.544672
  nChanged 2346
		SP:Iteration 22Q (115360.290000 sec): 3 clusters
  Score: Raw -7312117.764871 + Penalty 3677.445899 = -7308440.318971
  nChanged 2128
		SP:Iteration 23Q (115361.050000 sec): 3 clusters
  Score: Raw -7312784.330559 + Penalty 3677.445899 = -7309106.884660
  nChanged 1979
		SP:Iteration 24Q (115361.780000 sec): 3 clusters
  Score: Raw -7313383.421258 + Penalty 3677.445899 = -7309705.975358
  nChanged 1800
		SP:Iteration 25Q (115362.550000 sec): 3 clusters
  Score: Raw -7313902.567519 + Penalty 3677.445899 = -7310225.121620
  nChanged 1587
		SP:Iteration 26Q (115363.290000 sec): 3 clusters
  Score: Raw -7314339.436882 + Penalty 3677.445899 = -7310661.990982
  nChanged 1439
		SP:Iteration 27Q (115364.070000 sec): 3 clusters
  Score: Raw -7314710.149117 + Penalty 3677.445899 = -7311032.703218
  nChanged 1290
		SP:Iteration 28Q (115364.810000 sec): 3 clusters
  Score: Raw -7315041.003843 + Penalty 3677.445899 = -7311363.557943
  nChanged 1165
		SP:Iteration 29Q (115365.590000 sec): 3 clusters
  Score: Raw -7315330.377645 + Penalty 3677.445899 = -7311652.931746
  nChanged 994
		SP:Iteration 30Q (115366.370000 sec): 3 clusters
  Score: Raw -7315563.557278 + Penalty 3677.445899 = -7311886.111379
  nChanged 895
		SP:Iteration 31Q (115367.100000 sec): 3 clusters
  Score: Raw -7315763.220254 + Penalty 3677.445899 = -7312085.774355
  nChanged 731
		SP:Iteration 32Q (115367.830000 sec): 3 clusters
  Score: Raw -7315900.583876 + Penalty 3677.445899 = -7312223.137976
  nChanged 585
		SP:Iteration 33Q (115368.620000 sec): 3 clusters
  Score: Raw -7315998.200857 + Penalty 3677.445899 = -7312320.754957
  nChanged 480
		SP:Iteration 34Q (115369.360000 sec): 3 clusters
  Score: Raw -7316073.749367 + Penalty 3677.445899 = -7312396.303468
  nChanged 416
		SP:Iteration 35Q (115370.130000 sec): 3 clusters
  Score: Raw -7316136.810639 + Penalty 3677.445899 = -7312459.364740
  nChanged 358
		SP:Iteration 36Q (115370.880000 sec): 3 clusters
  Score: Raw -7316188.382928 + Penalty 3677.445899 = -7312510.937029
  nChanged 310
		SP:Iteration 37Q (115371.660000 sec): 3 clusters
  Score: Raw -7316231.908869 + Penalty 3677.445899 = -7312554.462970
  nChanged 280
		SP:Iteration 38Q (115372.400000 sec): 3 clusters
  Score: Raw -7316271.724589 + Penalty 3677.445899 = -7312594.278690
  nChanged 252
		SP:Iteration 39Q (115373.140000 sec): 3 clusters
  Score: Raw -7316305.368140 + Penalty 3677.445899 = -7312627.922241
  nChanged 209
		SP:Iteration 40F (115373.870000 sec): 3 clusters
  Score: Raw -7316334.033421 + Penalty 3677.445899 = -7312656.587521
  nChanged 199
		SP:Iteration 41Q (115374.600000 sec): 3 clusters
  Score: Raw -7316360.178011 + Penalty 3677.445899 = -7312682.732111
  nChanged 168
		SP:Iteration 42Q (115375.280000 sec): 3 clusters
  Score: Raw -7316378.960942 + Penalty 3677.445899 = -7312701.515043
  nChanged 130
		SP:Iteration 43Q (115375.960000 sec): 3 clusters
  Score: Raw -7316391.864632 + Penalty 3677.445899 = -7312714.418732
  nChanged 122
		SP:Iteration 44Q (115376.700000 sec): 3 clusters
  Score: Raw -7316404.451124 + Penalty 3677.445899 = -7312727.005225
  nChanged 111
		SP:Iteration 45Q (115377.490000 sec): 3 clusters
  Score: Raw -7316415.061734 + Penalty 3677.445899 = -7312737.615835
  nChanged 80
		SP:Iteration 46Q (115378.220000 sec): 3 clusters
  Score: Raw -7316421.972633 + Penalty 3677.445899 = -7312744.526734
  nChanged 77
		SP:Iteration 47Q (115379.010000 sec): 3 clusters
  Score: Raw -7316428.490910 + Penalty 3677.445899 = -7312751.045011
  nChanged 57
		SP:Iteration 48Q (115379.690000 sec): 3 clusters
  Score: Raw -7316432.469080 + Penalty 3677.445899 = -7312755.023180
  nChanged 48
		SP:Iteration 49Q (115380.410000 sec): 3 clusters
  Score: Raw -7316436.217661 + Penalty 3677.445899 = -7312758.771762
  nChanged 49
		SP:Iteration 50Q (115381.090000 sec): 3 clusters
  Score: Raw -7316440.069578 + Penalty 3677.445899 = -7312762.623679
  nChanged 49
		SP:Iteration 51Q (115381.820000 sec): 3 clusters
  Score: Raw -7316444.040680 + Penalty 3677.445899 = -7312766.594780
  nChanged 46
		SP:Iteration 52Q (115382.570000 sec): 3 clusters
  Score: Raw -7316447.275855 + Penalty 3677.445899 = -7312769.829956
  nChanged 50
		SP:Iteration 53Q (115383.360000 sec): 3 clusters
  Score: Raw -7316450.930106 + Penalty 3677.445899 = -7312773.484207
  nChanged 39
		SP:Iteration 54Q (115384.110000 sec): 3 clusters
  Score: Raw -7316453.712704 + Penalty 3677.445899 = -7312776.266804
  nChanged 42
		SP:Iteration 55Q (115384.840000 sec): 3 clusters
  Score: Raw -7316456.479904 + Penalty 3677.445899 = -7312779.034004
  nChanged 31
		SP:Iteration 56Q (115385.610000 sec): 3 clusters
  Score: Raw -7316458.423398 + Penalty 3677.445899 = -7312780.977498
  nChanged 32
		SP:Iteration 57Q (115386.390000 sec): 3 clusters
  Score: Raw -7316460.414836 + Penalty 3677.445899 = -7312782.968936
  nChanged 32
		SP:Iteration 58Q (115387.120000 sec): 3 clusters
  Score: Raw -7316462.494960 + Penalty 3677.445899 = -7312785.049061
  nChanged 27
		SP:Iteration 59Q (115387.900000 sec): 3 clusters
  Score: Raw -7316464.408653 + Penalty 3677.445899 = -7312786.962753
  nChanged 26
		SP:Iteration 60F (115388.640000 sec): 3 clusters
  Score: Raw -7316466.073239 + Penalty 3677.445899 = -7312788.627339
  nChanged 21
		SP:Iteration 61Q (115389.310000 sec): 3 clusters
  Score: Raw -7316467.519567 + Penalty 3677.445899 = -7312790.073667
  nChanged 16
		SP:Iteration 62Q (115390.040000 sec): 3 clusters
  Score: Raw -7316468.461593 + Penalty 3677.445899 = -7312791.015694
  nChanged 14
		SP:Iteration 63Q (115390.780000 sec): 3 clusters
  Score: Raw -7316469.327951 + Penalty 3677.445899 = -7312791.882051
  nChanged 16
		SP:Iteration 64Q (115391.530000 sec): 3 clusters
  Score: Raw -7316470.450988 + Penalty 3677.445899 = -7312793.005089
  nChanged 18
		SP:Iteration 65Q (115392.270000 sec): 3 clusters
  Score: Raw -7316471.677639 + Penalty 3677.445899 = -7312794.231740
  nChanged 26
		SP:Iteration 66Q (115393.060000 sec): 3 clusters
  Score: Raw -7316473.724135 + Penalty 3677.445899 = -7312796.278235
  nChanged 24
		SP:Iteration 67Q (115393.760000 sec): 3 clusters
  Score: Raw -7316475.324282 + Penalty 3677.445899 = -7312797.878382
  nChanged 20
		SP:Iteration 68Q (115394.470000 sec): 3 clusters
  Score: Raw -7316476.483631 + Penalty 3677.445899 = -7312799.037731
  nChanged 11
		SP:Iteration 69Q (115395.180000 sec): 3 clusters
  Score: Raw -7316477.039531 + Penalty 3677.445899 = -7312799.593631
  nChanged 9
		SP:Iteration 70Q (115395.930000 sec): 3 clusters
  Score: Raw -7316477.496819 + Penalty 3677.445899 = -7312800.050920
  nChanged 12
		SP:Iteration 71Q (115396.680000 sec): 3 clusters
  Score: Raw -7316478.281323 + Penalty 3677.445899 = -7312800.835423
  nChanged 9
		SP:Iteration 72Q (115397.430000 sec): 3 clusters
  Score: Raw -7316478.789823 + Penalty 3677.445899 = -7312801.343924
  nChanged 8
		SP:Iteration 73Q (115398.120000 sec): 3 clusters
  Score: Raw -7316479.137239 + Penalty 3677.445899 = -7312801.691339
  nChanged 6
		SP:Iteration 74Q (115398.860000 sec): 3 clusters
  Score: Raw -7316479.509856 + Penalty 3677.445899 = -7312802.063956
  nChanged 5
		SP:Iteration 75Q (115399.560000 sec): 3 clusters
  Score: Raw -7316479.876051 + Penalty 3677.445899 = -7312802.430152
  nChanged 7
		SP:Iteration 76Q (115400.270000 sec): 3 clusters
  Score: Raw -7316480.418046 + Penalty 3677.445899 = -7312802.972147
  nChanged 10
		SP:Iteration 77Q (115400.990000 sec): 3 clusters
  Score: Raw -7316481.004533 + Penalty 3677.445899 = -7312803.558633
  nChanged 16
		SP:Iteration 78Q (115401.740000 sec): 3 clusters
  Score: Raw -7316482.000278 + Penalty 3677.445899 = -7312804.554379
  nChanged 18
		SP:Iteration 79Q (115402.480000 sec): 3 clusters
  Score: Raw -7316483.114756 + Penalty 3677.445899 = -7312805.668856
  nChanged 17
		SP:Iteration 80F (115403.140000 sec): 3 clusters
  Score: Raw -7316484.174316 + Penalty 3677.445899 = -7312806.728417
  nChanged 15
		SP:Iteration 81Q (115403.840000 sec): 3 clusters
  Score: Raw -7316485.295209 + Penalty 3677.445899 = -7312807.849310
  nChanged 16
		SP:Iteration 82Q (115404.550000 sec): 3 clusters
  Score: Raw -7316486.160009 + Penalty 3677.445899 = -7312808.714110
  nChanged 11
		SP:Iteration 83Q (115405.250000 sec): 3 clusters
  Score: Raw -7316486.778783 + Penalty 3677.445899 = -7312809.332884
  nChanged 14
		SP:Iteration 84Q (115406.000000 sec): 3 clusters
  Score: Raw -7316487.621995 + Penalty 3677.445899 = -7312810.176096
  nChanged 17
		SP:Iteration 85Q (115406.740000 sec): 3 clusters
  Score: Raw -7316488.711016 + Penalty 3677.445899 = -7312811.265117
  nChanged 12
		SP:Iteration 86Q (115407.480000 sec): 3 clusters
  Score: Raw -7316489.553934 + Penalty 3677.445899 = -7312812.108034
  nChanged 14
		SP:Iteration 87Q (115408.200000 sec): 3 clusters
  Score: Raw -7316490.479377 + Penalty 3677.445899 = -7312813.033477
  nChanged 14
		SP:Iteration 88Q (115408.940000 sec): 3 clusters
  Score: Raw -7316491.232301 + Penalty 3677.445899 = -7312813.786401
  nChanged 10
		SP:Iteration 89Q (115409.690000 sec): 3 clusters
  Score: Raw -7316491.864307 + Penalty 3677.445899 = -7312814.418407
  nChanged 8
		SP:Iteration 90Q (115410.460000 sec): 3 clusters
  Score: Raw -7316492.382066 + Penalty 3677.445899 = -7312814.936166
  nChanged 11
		SP:Iteration 91Q (115411.250000 sec): 3 clusters
  Score: Raw -7316492.908962 + Penalty 3677.445899 = -7312815.463063
  nChanged 5
		SP:Iteration 92Q (115411.950000 sec): 3 clusters
  Score: Raw -7316493.201479 + Penalty 3677.445899 = -7312815.755580
  nChanged 7
		SP:Iteration 93Q (115412.690000 sec): 3 clusters
  Score: Raw -7316493.670450 + Penalty 3677.445899 = -7312816.224550
  nChanged 9
		SP:Iteration 94Q (115413.490000 sec): 3 clusters
  Score: Raw -7316494.174311 + Penalty 3677.445899 = -7312816.728412
  nChanged 11
		SP:Iteration 95Q (115414.220000 sec): 3 clusters
  Score: Raw -7316494.941839 + Penalty 3677.445899 = -7312817.495940
  nChanged 9
		SP:Iteration 96Q (115414.970000 sec): 3 clusters
  Score: Raw -7316495.689934 + Penalty 3677.445899 = -7312818.244034
  nChanged 16
		SP:Iteration 97Q (115415.710000 sec): 3 clusters
  Score: Raw -7316496.548704 + Penalty 3677.445899 = -7312819.102804
  nChanged 7
		SP:Iteration 98Q (115416.420000 sec): 3 clusters
  Score: Raw -7316496.844683 + Penalty 3677.445899 = -7312819.398784
  nChanged 5
		SP:Iteration 99Q (115417.130000 sec): 3 clusters
  Score: Raw -7316497.178828 + Penalty 3677.445899 = -7312819.732929
  nChanged 2
		SP:Iteration 100F (115417.770000 sec): 3 clusters
  Score: Raw -7316497.299098 + Penalty 3677.445899 = -7312819.853199
  nChanged 5
		SP:Iteration 101Q (115418.450000 sec): 3 clusters
  Score: Raw -7316497.505297 + Penalty 3677.445899 = -7312820.059397
  nChanged 2
		SP:Iteration 102Q (115419.160000 sec): 3 clusters
  Score: Raw -7316497.627278 + Penalty 3677.445899 = -7312820.181378
  nChanged 1
		SP:Iteration 103Q (115419.880000 sec): 3 clusters
  Score: Raw -7316497.644810 + Penalty 3677.445899 = -7312820.198911
  nChanged 0
		SP:Iteration 104F (115420.620000 sec): 3 clusters
  Score: Raw -7316497.644810 + Penalty 3677.445899 = -7312820.198911
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 12 (2560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115420.700000 sec): 2 clusters
  Score: Raw -217171.568115 + Penalty 1275.261412 = -215896.306702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115420.860000 sec): 3 clusters
  Score: Raw -216008.365136 + Penalty 2550.522825 = -213457.842311
  nChanged 952
		SP:Iteration 1F (115421.040000 sec): 3 clusters
  Score: Raw -216557.522146 + Penalty 2550.522825 = -214006.999321
  nChanged 196
		SP:Iteration 2F (115421.220000 sec): 3 clusters
  Score: Raw -216689.686199 + Penalty 2550.522825 = -214139.163374
  nChanged 143
		SP:Iteration 3F (115421.390000 sec): 3 clusters
  Score: Raw -216803.160215 + Penalty 2550.522825 = -214252.637390
  nChanged 109
		SP:Iteration 4Q (115421.570000 sec): 3 clusters
  Score: Raw -216877.990570 + Penalty 2550.522825 = -214327.467746
  nChanged 86
		SP:Iteration 5Q (115421.740000 sec): 3 clusters
  Score: Raw -216934.796403 + Penalty 2550.522825 = -214384.273578
  nChanged 62
		SP:Iteration 6Q (115421.920000 sec): 3 clusters
  Score: Raw -216977.859438 + Penalty 2550.522825 = -214427.336613
  nChanged 69
		SP:Iteration 7Q (115422.100000 sec): 3 clusters
  Score: Raw -217022.408500 + Penalty 2550.522825 = -214471.885676
  nChanged 53
		SP:Iteration 8Q (115422.270000 sec): 3 clusters
  Score: Raw -217056.130459 + Penalty 2550.522825 = -214505.607634
  nChanged 58
		SP:Iteration 9Q (115422.450000 sec): 3 clusters
  Score: Raw -217095.375883 + Penalty 2550.522825 = -214544.853058
  nChanged 56
		SP:Iteration 10Q (115422.620000 sec): 3 clusters
  Score: Raw -217135.630600 + Penalty 2550.522825 = -214585.107775
  nChanged 41
		SP:Iteration 11Q (115422.800000 sec): 3 clusters
  Score: Raw -217167.749426 + Penalty 2550.522825 = -214617.226601
  nChanged 44
		SP:Iteration 12Q (115422.980000 sec): 3 clusters
  Score: Raw -217202.735099 + Penalty 2550.522825 = -214652.212274
  nChanged 37
		SP:Iteration 13Q (115423.150000 sec): 3 clusters
  Score: Raw -217230.990115 + Penalty 2550.522825 = -214680.467290
  nChanged 34
		SP:Iteration 14Q (115423.330000 sec): 3 clusters
  Score: Raw -217247.247008 + Penalty 2550.522825 = -214696.724183
  nChanged 17
		SP:Iteration 15Q (115423.500000 sec): 3 clusters
  Score: Raw -217254.086322 + Penalty 2550.522825 = -214703.563498
  nChanged 10
		SP:Iteration 16Q (115423.680000 sec): 3 clusters
  Score: Raw -217257.671040 + Penalty 2550.522825 = -214707.148215
  nChanged 11
		SP:Iteration 17Q (115423.850000 sec): 3 clusters
  Score: Raw -217264.710425 + Penalty 2550.522825 = -214714.187601
  nChanged 12
		SP:Iteration 18Q (115424.030000 sec): 3 clusters
  Score: Raw -217272.418507 + Penalty 2550.522825 = -214721.895682
  nChanged 14
		SP:Iteration 19Q (115424.200000 sec): 3 clusters
  Score: Raw -217280.604271 + Penalty 2550.522825 = -214730.081447
  nChanged 12
		SP:Iteration 20F (115424.380000 sec): 3 clusters
  Score: Raw -217285.199366 + Penalty 2550.522825 = -214734.676542
  nChanged 8
		SP:Iteration 21Q (115424.550000 sec): 3 clusters
  Score: Raw -217289.217153 + Penalty 2550.522825 = -214738.694328
  nChanged 8
		SP:Iteration 22Q (115424.730000 sec): 3 clusters
  Score: Raw -217293.184130 + Penalty 2550.522825 = -214742.661305
  nChanged 11
		SP:Iteration 23Q (115424.900000 sec): 3 clusters
  Score: Raw -217302.763572 + Penalty 2550.522825 = -214752.240748
  nChanged 15
		SP:Iteration 24Q (115425.080000 sec): 3 clusters
  Score: Raw -217311.127802 + Penalty 2550.522825 = -214760.604978
  nChanged 21
		SP:Iteration 25Q (115425.260000 sec): 3 clusters
  Score: Raw -217322.043448 + Penalty 2550.522825 = -214771.520623
  nChanged 15
		SP:Iteration 26Q (115425.430000 sec): 3 clusters
  Score: Raw -217331.206125 + Penalty 2550.522825 = -214780.683301
  nChanged 15
		SP:Iteration 27Q (115425.610000 sec): 3 clusters
  Score: Raw -217341.110527 + Penalty 2550.522825 = -214790.587703
  nChanged 16
		SP:Iteration 28Q (115425.780000 sec): 3 clusters
  Score: Raw -217349.717450 + Penalty 2550.522825 = -214799.194625
  nChanged 10
		SP:Iteration 29Q (115425.960000 sec): 3 clusters
  Score: Raw -217355.577619 + Penalty 2550.522825 = -214805.054795
  nChanged 11
		SP:Iteration 30Q (115426.140000 sec): 3 clusters
  Score: Raw -217360.604969 + Penalty 2550.522825 = -214810.082145
  nChanged 12
		SP:Iteration 31Q (115426.310000 sec): 3 clusters
  Score: Raw -217366.285920 + Penalty 2550.522825 = -214815.763095
  nChanged 12
		SP:Iteration 32Q (115426.490000 sec): 3 clusters
  Score: Raw -217370.146900 + Penalty 2550.522825 = -214819.624075
  nChanged 8
		SP:Iteration 33Q (115426.660000 sec): 3 clusters
  Score: Raw -217373.957053 + Penalty 2550.522825 = -214823.434229
  nChanged 9
		SP:Iteration 34Q (115426.840000 sec): 3 clusters
  Score: Raw -217380.061580 + Penalty 2550.522825 = -214829.538756
  nChanged 10
		SP:Iteration 35Q (115427.020000 sec): 3 clusters
  Score: Raw -217384.881300 + Penalty 2550.522825 = -214834.358476
  nChanged 3
		SP:Iteration 36Q (115427.190000 sec): 3 clusters
  Score: Raw -217386.175746 + Penalty 2550.522825 = -214835.652922
  nChanged 2
		SP:Iteration 37Q (115427.370000 sec): 3 clusters
  Score: Raw -217386.854586 + Penalty 2550.522825 = -214836.331762
  nChanged 2
		SP:Iteration 38Q (115427.540000 sec): 3 clusters
  Score: Raw -217387.500790 + Penalty 2550.522825 = -214836.977965
  nChanged 2
		SP:Iteration 39Q (115427.720000 sec): 3 clusters
  Score: Raw -217388.130937 + Penalty 2550.522825 = -214837.608112
  nChanged 0
		SP:Iteration 40F (115427.900000 sec): 3 clusters
  Score: Raw -217388.130937 + Penalty 2550.522825 = -214837.608112
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 13 (5116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115428.000000 sec): 2 clusters
  Score: Raw -403806.889288 + Penalty 1387.770826 = -402419.118461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115428.230000 sec): 3 clusters
  Score: Raw -401150.496933 + Penalty 2775.541653 = -398374.955280
  nChanged 2093
		SP:Iteration 1F (115428.390000 sec): 3 clusters
  Score: Raw -402371.566344 + Penalty 2775.541653 = -399596.024691
  nChanged 418
		SP:Iteration 2F (115428.560000 sec): 3 clusters
  Score: Raw -402684.630321 + Penalty 2775.541653 = -399909.088668
  nChanged 367
		SP:Iteration 3F (115428.730000 sec): 3 clusters
  Score: Raw -402946.817129 + Penalty 2775.541653 = -400171.275477
  nChanged 309
		SP:Iteration 4F (115428.900000 sec): 3 clusters
  Score: Raw -403179.517424 + Penalty 2775.541653 = -400403.975771
  nChanged 294
		SP:Iteration 5F (115429.080000 sec): 3 clusters
  Score: Raw -403406.435277 + Penalty 2775.541653 = -400630.893624
  nChanged 271
		SP:Iteration 6F (115429.300000 sec): 3 clusters
  Score: Raw -403632.262476 + Penalty 2775.541653 = -400856.720823
  nChanged 256
		SP:Iteration 7F (115429.470000 sec): 3 clusters
  Score: Raw -403857.775741 + Penalty 2775.541653 = -401082.234088
  nChanged 227
		SP:Iteration 8Q (115429.650000 sec): 3 clusters
  Score: Raw -404059.662866 + Penalty 2775.541653 = -401284.121213
  nChanged 195
		SP:Iteration 9Q (115429.820000 sec): 3 clusters
  Score: Raw -404241.753591 + Penalty 2775.541653 = -401466.211938
  nChanged 168
		SP:Iteration 10Q (115430.000000 sec): 3 clusters
  Score: Raw -404411.778474 + Penalty 2775.541653 = -401636.236821
  nChanged 138
		SP:Iteration 11Q (115430.170000 sec): 3 clusters
  Score: Raw -404538.096764 + Penalty 2775.541653 = -401762.555111
  nChanged 104
		SP:Iteration 12Q (115430.350000 sec): 3 clusters
  Score: Raw -404635.777857 + Penalty 2775.541653 = -401860.236204
  nChanged 78
		SP:Iteration 13Q (115430.520000 sec): 3 clusters
  Score: Raw -404681.909602 + Penalty 2775.541653 = -401906.367950
  nChanged 54
		SP:Iteration 14Q (115430.690000 sec): 3 clusters
  Score: Raw -404703.530814 + Penalty 2775.541653 = -401927.989161
  nChanged 25
		SP:Iteration 15Q (115430.870000 sec): 3 clusters
  Score: Raw -404712.891263 + Penalty 2775.541653 = -401937.349610
  nChanged 14
		SP:Iteration 16Q (115431.050000 sec): 3 clusters
  Score: Raw -404718.655086 + Penalty 2775.541653 = -401943.113433
  nChanged 22
		SP:Iteration 17Q (115431.220000 sec): 3 clusters
  Score: Raw -404727.654299 + Penalty 2775.541653 = -401952.112646
  nChanged 14
		SP:Iteration 18Q (115431.400000 sec): 3 clusters
  Score: Raw -404731.838444 + Penalty 2775.541653 = -401956.296791
  nChanged 10
		SP:Iteration 19Q (115431.570000 sec): 3 clusters
  Score: Raw -404734.479343 + Penalty 2775.541653 = -401958.937690
  nChanged 7
		SP:Iteration 20F (115431.750000 sec): 3 clusters
  Score: Raw -404735.604164 + Penalty 2775.541653 = -401960.062512
  nChanged 2
		SP:Iteration 21Q (115431.920000 sec): 3 clusters
  Score: Raw -404735.971034 + Penalty 2775.541653 = -401960.429381
  nChanged 1
		SP:Iteration 22Q (115432.090000 sec): 3 clusters
  Score: Raw -404736.120370 + Penalty 2775.541653 = -401960.578717
  nChanged 1
		SP:Iteration 23Q (115432.270000 sec): 3 clusters
  Score: Raw -404736.246249 + Penalty 2775.541653 = -401960.704596
  nChanged 0
		SP:Iteration 24F (115432.440000 sec): 3 clusters
  Score: Raw -404736.246249 + Penalty 2775.541653 = -401960.704596
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 14 (7324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115432.560000 sec): 2 clusters
  Score: Raw -622229.429546 + Penalty 1446.073185 = -620783.356361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115432.730000 sec): 3 clusters
  Score: Raw -618217.683567 + Penalty 2892.146369 = -615325.537197
  nChanged 3077
		SP:Iteration 1F (115432.910000 sec): 3 clusters
  Score: Raw -619883.828140 + Penalty 2892.146369 = -616991.681770
  nChanged 495
		SP:Iteration 2F (115433.090000 sec): 3 clusters
  Score: Raw -620119.506505 + Penalty 2892.146369 = -617227.360135
  nChanged 382
		SP:Iteration 3F (115433.260000 sec): 3 clusters
  Score: Raw -620310.524859 + Penalty 2892.146369 = -617418.378490
  nChanged 349
		SP:Iteration 4Q (115433.430000 sec): 3 clusters
  Score: Raw -620476.432504 + Penalty 2892.146369 = -617584.286135
  nChanged 305
		SP:Iteration 5Q (115433.620000 sec): 3 clusters
  Score: Raw -620623.214410 + Penalty 2892.146369 = -617731.068041
  nChanged 269
		SP:Iteration 6Q (115433.820000 sec): 3 clusters
  Score: Raw -620773.954015 + Penalty 2892.146369 = -617881.807646
  nChanged 267
		SP:Iteration 7Q (115434.030000 sec): 3 clusters
  Score: Raw -620930.305648 + Penalty 2892.146369 = -618038.159279
  nChanged 293
		SP:Iteration 8Q (115434.270000 sec): 3 clusters
  Score: Raw -621099.795201 + Penalty 2892.146369 = -618207.648832
  nChanged 292
		SP:Iteration 9Q (115434.450000 sec): 3 clusters
  Score: Raw -621263.900818 + Penalty 2892.146369 = -618371.754448
  nChanged 280
		SP:Iteration 10Q (115434.620000 sec): 3 clusters
  Score: Raw -621421.452256 + Penalty 2892.146369 = -618529.305887
  nChanged 280
		SP:Iteration 11Q (115434.800000 sec): 3 clusters
  Score: Raw -621577.508417 + Penalty 2892.146369 = -618685.362048
  nChanged 240
		SP:Iteration 12Q (115434.980000 sec): 3 clusters
  Score: Raw -621693.143517 + Penalty 2892.146369 = -618800.997147
  nChanged 178
		SP:Iteration 13Q (115435.160000 sec): 3 clusters
  Score: Raw -621766.019767 + Penalty 2892.146369 = -618873.873398
  nChanged 154
		SP:Iteration 14Q (115435.330000 sec): 3 clusters
  Score: Raw -621828.350888 + Penalty 2892.146369 = -618936.204519
  nChanged 117
		SP:Iteration 15Q (115435.500000 sec): 3 clusters
  Score: Raw -621871.169415 + Penalty 2892.146369 = -618979.023046
  nChanged 96
		SP:Iteration 16Q (115435.670000 sec): 3 clusters
  Score: Raw -621907.984729 + Penalty 2892.146369 = -619015.838360
  nChanged 85
		SP:Iteration 17Q (115435.880000 sec): 3 clusters
  Score: Raw -621936.150029 + Penalty 2892.146369 = -619044.003660
  nChanged 66
		SP:Iteration 18Q (115436.020000 sec): 3 clusters
  Score: Raw -621954.936346 + Penalty 2892.146369 = -619062.789976
  nChanged 52
		SP:Iteration 19Q (115436.180000 sec): 3 clusters
  Score: Raw -621969.385566 + Penalty 2892.146369 = -619077.239197
  nChanged 55
		SP:Iteration 20F (115436.360000 sec): 3 clusters
  Score: Raw -621983.799138 + Penalty 2892.146369 = -619091.652768
  nChanged 44
		SP:Iteration 21Q (115436.550000 sec): 3 clusters
  Score: Raw -621994.177475 + Penalty 2892.146369 = -619102.031105
  nChanged 40
		SP:Iteration 22Q (115436.730000 sec): 3 clusters
  Score: Raw -622003.609152 + Penalty 2892.146369 = -619111.462782
  nChanged 35
		SP:Iteration 23Q (115436.920000 sec): 3 clusters
  Score: Raw -622011.459957 + Penalty 2892.146369 = -619119.313588
  nChanged 32
		SP:Iteration 24Q (115437.090000 sec): 3 clusters
  Score: Raw -622017.669250 + Penalty 2892.146369 = -619125.522881
  nChanged 17
		SP:Iteration 25Q (115437.320000 sec): 3 clusters
  Score: Raw -622020.415850 + Penalty 2892.146369 = -619128.269480
  nChanged 13
		SP:Iteration 26Q (115437.490000 sec): 3 clusters
  Score: Raw -622022.952001 + Penalty 2892.146369 = -619130.805632
  nChanged 19
		SP:Iteration 27Q (115437.680000 sec): 3 clusters
  Score: Raw -622026.431947 + Penalty 2892.146369 = -619134.285578
  nChanged 16
		SP:Iteration 28Q (115437.860000 sec): 3 clusters
  Score: Raw -622029.122061 + Penalty 2892.146369 = -619136.975692
  nChanged 18
		SP:Iteration 29Q (115438.050000 sec): 3 clusters
  Score: Raw -622031.822908 + Penalty 2892.146369 = -619139.676538
  nChanged 12
		SP:Iteration 30Q (115438.230000 sec): 3 clusters
  Score: Raw -622033.992731 + Penalty 2892.146369 = -619141.846362
  nChanged 10
		SP:Iteration 31Q (115438.460000 sec): 3 clusters
  Score: Raw -622035.459369 + Penalty 2892.146369 = -619143.312999
  nChanged 7
		SP:Iteration 32Q (115438.620000 sec): 3 clusters
  Score: Raw -622037.194462 + Penalty 2892.146369 = -619145.048093
  nChanged 11
		SP:Iteration 33Q (115438.880000 sec): 3 clusters
  Score: Raw -622039.362054 + Penalty 2892.146369 = -619147.215685
  nChanged 12
		SP:Iteration 34Q (115439.070000 sec): 3 clusters
  Score: Raw -622041.626533 + Penalty 2892.146369 = -619149.480164
  nChanged 10
		SP:Iteration 35Q (115439.250000 sec): 3 clusters
  Score: Raw -622043.767942 + Penalty 2892.146369 = -619151.621572
  nChanged 16
		SP:Iteration 36Q (115439.440000 sec): 3 clusters
  Score: Raw -622047.333811 + Penalty 2892.146369 = -619155.187441
  nChanged 17
		SP:Iteration 37Q (115439.630000 sec): 3 clusters
  Score: Raw -622052.106471 + Penalty 2892.146369 = -619159.960102
  nChanged 23
		SP:Iteration 38Q (115439.830000 sec): 3 clusters
  Score: Raw -622058.118089 + Penalty 2892.146369 = -619165.971720
  nChanged 25
		SP:Iteration 39Q (115440.020000 sec): 3 clusters
  Score: Raw -622064.681745 + Penalty 2892.146369 = -619172.535375
  nChanged 21
		SP:Iteration 40F (115440.210000 sec): 3 clusters
  Score: Raw -622069.449412 + Penalty 2892.146369 = -619177.303043
  nChanged 23
		SP:Iteration 41Q (115440.390000 sec): 3 clusters
  Score: Raw -622075.353537 + Penalty 2892.146369 = -619183.207167
  nChanged 26
		SP:Iteration 42Q (115440.580000 sec): 3 clusters
  Score: Raw -622082.338033 + Penalty 2892.146369 = -619190.191663
  nChanged 24
		SP:Iteration 43Q (115440.760000 sec): 3 clusters
  Score: Raw -622089.801398 + Penalty 2892.146369 = -619197.655029
  nChanged 32
		SP:Iteration 44Q (115440.950000 sec): 3 clusters
  Score: Raw -622099.931135 + Penalty 2892.146369 = -619207.784766
  nChanged 38
		SP:Iteration 45Q (115441.130000 sec): 3 clusters
  Score: Raw -622110.593650 + Penalty 2892.146369 = -619218.447281
  nChanged 27
		SP:Iteration 46Q (115441.320000 sec): 3 clusters
  Score: Raw -622122.044796 + Penalty 2892.146369 = -619229.898427
  nChanged 40
		SP:Iteration 47Q (115441.490000 sec): 3 clusters
  Score: Raw -622138.554449 + Penalty 2892.146369 = -619246.408080
  nChanged 43
		SP:Iteration 48Q (115441.680000 sec): 3 clusters
  Score: Raw -622154.532398 + Penalty 2892.146369 = -619262.386029
  nChanged 36
		SP:Iteration 49Q (115441.850000 sec): 3 clusters
  Score: Raw -622162.852231 + Penalty 2892.146369 = -619270.705862
  nChanged 30
		SP:Iteration 50Q (115442.020000 sec): 3 clusters
  Score: Raw -622169.985474 + Penalty 2892.146369 = -619277.839104
  nChanged 27
		SP:Iteration 51Q (115442.210000 sec): 3 clusters
  Score: Raw -622178.708362 + Penalty 2892.146369 = -619286.561993
  nChanged 33
		SP:Iteration 52Q (115442.470000 sec): 3 clusters
  Score: Raw -622190.972594 + Penalty 2892.146369 = -619298.826225
  nChanged 31
		SP:Iteration 53Q (115442.640000 sec): 3 clusters
  Score: Raw -622201.389992 + Penalty 2892.146369 = -619309.243623
  nChanged 33
		SP:Iteration 54Q (115442.820000 sec): 3 clusters
  Score: Raw -622211.132502 + Penalty 2892.146369 = -619318.986133
  nChanged 32
		SP:Iteration 55Q (115443.010000 sec): 3 clusters
  Score: Raw -622222.379051 + Penalty 2892.146369 = -619330.232682
  nChanged 38
		SP:Iteration 56Q (115443.190000 sec): 3 clusters
  Score: Raw -622235.106674 + Penalty 2892.146369 = -619342.960304
  nChanged 35
		SP:Iteration 57Q (115443.380000 sec): 3 clusters
  Score: Raw -622250.888144 + Penalty 2892.146369 = -619358.741774
  nChanged 36
		SP:Iteration 58Q (115443.560000 sec): 3 clusters
  Score: Raw -622265.968616 + Penalty 2892.146369 = -619373.822246
  nChanged 35
		SP:Iteration 59Q (115443.790000 sec): 3 clusters
  Score: Raw -622280.981196 + Penalty 2892.146369 = -619388.834826
  nChanged 35
		SP:Iteration 60F (115443.950000 sec): 3 clusters
  Score: Raw -622296.018607 + Penalty 2892.146369 = -619403.872238
  nChanged 38
		SP:Iteration 61Q (115444.160000 sec): 3 clusters
  Score: Raw -622313.618004 + Penalty 2892.146369 = -619421.471634
  nChanged 38
		SP:Iteration 62Q (115444.350000 sec): 3 clusters
  Score: Raw -622333.549854 + Penalty 2892.146369 = -619441.403484
  nChanged 43
		SP:Iteration 63Q (115444.550000 sec): 3 clusters
  Score: Raw -622360.762359 + Penalty 2892.146369 = -619468.615989
  nChanged 44
		SP:Iteration 64Q (115444.760000 sec): 3 clusters
  Score: Raw -622387.304165 + Penalty 2892.146369 = -619495.157796
  nChanged 46
		SP:Iteration 65Q (115444.940000 sec): 3 clusters
  Score: Raw -622413.442845 + Penalty 2892.146369 = -619521.296476
  nChanged 47
		SP:Iteration 66Q (115445.130000 sec): 3 clusters
  Score: Raw -622431.969595 + Penalty 2892.146369 = -619539.823225
  nChanged 35
		SP:Iteration 67Q (115445.300000 sec): 3 clusters
  Score: Raw -622445.302515 + Penalty 2892.146369 = -619553.156146
  nChanged 25
		SP:Iteration 68Q (115445.490000 sec): 3 clusters
  Score: Raw -622455.003873 + Penalty 2892.146369 = -619562.857504
  nChanged 16
		SP:Iteration 69Q (115445.690000 sec): 3 clusters
  Score: Raw -622460.311362 + Penalty 2892.146369 = -619568.164993
  nChanged 14
		SP:Iteration 70Q (115445.880000 sec): 3 clusters
  Score: Raw -622464.256078 + Penalty 2892.146369 = -619572.109709
  nChanged 12
		SP:Iteration 71Q (115446.080000 sec): 3 clusters
  Score: Raw -622468.451718 + Penalty 2892.146369 = -619576.305349
  nChanged 15
		SP:Iteration 72Q (115446.280000 sec): 3 clusters
  Score: Raw -622473.083898 + Penalty 2892.146369 = -619580.937529
  nChanged 16
		SP:Iteration 73Q (115446.470000 sec): 3 clusters
  Score: Raw -622478.360691 + Penalty 2892.146369 = -619586.214322
  nChanged 18
		SP:Iteration 74Q (115446.670000 sec): 3 clusters
  Score: Raw -622484.770238 + Penalty 2892.146369 = -619592.623869
  nChanged 14
		SP:Iteration 75Q (115446.860000 sec): 3 clusters
  Score: Raw -622489.832298 + Penalty 2892.146369 = -619597.685929
  nChanged 12
		SP:Iteration 76Q (115447.060000 sec): 3 clusters
  Score: Raw -622493.657812 + Penalty 2892.146369 = -619601.511443
  nChanged 14
		SP:Iteration 77Q (115447.250000 sec): 3 clusters
  Score: Raw -622498.232503 + Penalty 2892.146369 = -619606.086134
  nChanged 10
		SP:Iteration 78Q (115447.450000 sec): 3 clusters
  Score: Raw -622500.780864 + Penalty 2892.146369 = -619608.634494
  nChanged 14
		SP:Iteration 79Q (115447.640000 sec): 3 clusters
  Score: Raw -622505.043358 + Penalty 2892.146369 = -619612.896989
  nChanged 17
		SP:Iteration 80F (115447.840000 sec): 3 clusters
  Score: Raw -622510.944918 + Penalty 2892.146369 = -619618.798549
  nChanged 15
		SP:Iteration 81Q (115448.040000 sec): 3 clusters
  Score: Raw -622515.662780 + Penalty 2892.146369 = -619623.516411
  nChanged 10
		SP:Iteration 82Q (115448.230000 sec): 3 clusters
  Score: Raw -622518.468942 + Penalty 2892.146369 = -619626.322572
  nChanged 9
		SP:Iteration 83Q (115448.420000 sec): 3 clusters
  Score: Raw -622521.015053 + Penalty 2892.146369 = -619628.868684
  nChanged 5
		SP:Iteration 84Q (115448.610000 sec): 3 clusters
  Score: Raw -622522.454100 + Penalty 2892.146369 = -619630.307731
  nChanged 6
		SP:Iteration 85Q (115448.790000 sec): 3 clusters
  Score: Raw -622523.679902 + Penalty 2892.146369 = -619631.533532
  nChanged 3
		SP:Iteration 86Q (115448.970000 sec): 3 clusters
  Score: Raw -622524.354061 + Penalty 2892.146369 = -619632.207692
  nChanged 1
		SP:Iteration 87Q (115449.160000 sec): 3 clusters
  Score: Raw -622524.580758 + Penalty 2892.146369 = -619632.434389
  nChanged 0
		SP:Iteration 88F (115449.350000 sec): 3 clusters
  Score: Raw -622524.580758 + Penalty 2892.146369 = -619632.434389
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 15 (43291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115449.650000 sec): 2 clusters
  Score: Raw -3821517.968087 + Penalty 1734.801257 = -3819783.166831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115450.130000 sec): 3 clusters
  Score: Raw -3794235.181290 + Penalty 3469.602513 = -3790765.578777
  nChanged 20256
		SP:Iteration 1F (115450.530000 sec): 3 clusters
  Score: Raw -3805850.183729 + Penalty 3469.602513 = -3802380.581216
  nChanged 1961
		SP:Iteration 2Q (115451.070000 sec): 3 clusters
  Score: Raw -3806546.231257 + Penalty 3469.602513 = -3803076.628744
  nChanged 2084
		SP:Iteration 3Q (115451.520000 sec): 3 clusters
  Score: Raw -3807435.976633 + Penalty 3469.602513 = -3803966.374120
  nChanged 2315
		SP:Iteration 4F (115451.920000 sec): 3 clusters
  Score: Raw -3808739.595743 + Penalty 3469.602513 = -3805269.993230
  nChanged 2676
		SP:Iteration 5F (115452.350000 sec): 3 clusters
  Score: Raw -3810607.473506 + Penalty 3469.602513 = -3807137.870993
  nChanged 2897
		SP:Iteration 6F (115452.800000 sec): 3 clusters
  Score: Raw -3812962.304061 + Penalty 3469.602513 = -3809492.701548
  nChanged 2907
		SP:Iteration 7F (115453.200000 sec): 3 clusters
  Score: Raw -3815430.305473 + Penalty 3469.602513 = -3811960.702960
  nChanged 2622
		SP:Iteration 8F (115453.620000 sec): 3 clusters
  Score: Raw -3817768.408413 + Penalty 3469.602513 = -3814298.805900
  nChanged 1934
		SP:Iteration 9Q (115454.100000 sec): 3 clusters
  Score: Raw -3819490.405737 + Penalty 3469.602513 = -3816020.803224
  nChanged 1182
		SP:Iteration 10Q (115454.590000 sec): 3 clusters
  Score: Raw -3820548.245710 + Penalty 3469.602513 = -3817078.643197
  nChanged 614
		SP:Iteration 11Q (115455.050000 sec): 3 clusters
  Score: Raw -3821098.390765 + Penalty 3469.602513 = -3817628.788252
  nChanged 293
		SP:Iteration 12Q (115455.520000 sec): 3 clusters
  Score: Raw -3821369.020384 + Penalty 3469.602513 = -3817899.417870
  nChanged 160
		SP:Iteration 13Q (115455.980000 sec): 3 clusters
  Score: Raw -3821508.593228 + Penalty 3469.602513 = -3818038.990715
  nChanged 95
		SP:Iteration 14Q (115456.440000 sec): 3 clusters
  Score: Raw -3821599.548192 + Penalty 3469.602513 = -3818129.945679
  nChanged 80
		SP:Iteration 15Q (115456.880000 sec): 3 clusters
  Score: Raw -3821672.232522 + Penalty 3469.602513 = -3818202.630009
  nChanged 55
		SP:Iteration 16Q (115457.340000 sec): 3 clusters
  Score: Raw -3821717.470728 + Penalty 3469.602513 = -3818247.868215
  nChanged 38
		SP:Iteration 17Q (115457.800000 sec): 3 clusters
  Score: Raw -3821744.732245 + Penalty 3469.602513 = -3818275.129732
  nChanged 28
		SP:Iteration 18Q (115458.230000 sec): 3 clusters
  Score: Raw -3821760.140958 + Penalty 3469.602513 = -3818290.538445
  nChanged 13
		SP:Iteration 19Q (115458.710000 sec): 3 clusters
  Score: Raw -3821769.901768 + Penalty 3469.602513 = -3818300.299255
  nChanged 9
		SP:Iteration 20F (115459.180000 sec): 3 clusters
  Score: Raw -3821778.620569 + Penalty 3469.602513 = -3818309.018056
  nChanged 8
		SP:Iteration 21Q (115459.640000 sec): 3 clusters
  Score: Raw -3821784.336239 + Penalty 3469.602513 = -3818314.733726
  nChanged 5
		SP:Iteration 22Q (115460.090000 sec): 3 clusters
  Score: Raw -3821787.754511 + Penalty 3469.602513 = -3818318.151998
  nChanged 6
		SP:Iteration 23Q (115460.550000 sec): 3 clusters
  Score: Raw -3821791.951885 + Penalty 3469.602513 = -3818322.349371
  nChanged 3
		SP:Iteration 24Q (115460.960000 sec): 3 clusters
  Score: Raw -3821793.730666 + Penalty 3469.602513 = -3818324.128153
  nChanged 2
		SP:Iteration 25Q (115461.420000 sec): 3 clusters
  Score: Raw -3821795.054189 + Penalty 3469.602513 = -3818325.451676
  nChanged 3
		SP:Iteration 26Q (115461.900000 sec): 3 clusters
  Score: Raw -3821796.987681 + Penalty 3469.602513 = -3818327.385168
  nChanged 2
		SP:Iteration 27Q (115462.360000 sec): 3 clusters
  Score: Raw -3821799.149626 + Penalty 3469.602513 = -3818329.547113
  nChanged 2
		SP:Iteration 28Q (115462.810000 sec): 3 clusters
  Score: Raw -3821800.612401 + Penalty 3469.602513 = -3818331.009888
  nChanged 2
		SP:Iteration 29Q (115463.300000 sec): 3 clusters
  Score: Raw -3821801.758600 + Penalty 3469.602513 = -3818332.156087
  nChanged 1
		SP:Iteration 30Q (115463.780000 sec): 3 clusters
  Score: Raw -3821802.329252 + Penalty 3469.602513 = -3818332.726739
  nChanged 2
		SP:Iteration 31Q (115464.250000 sec): 3 clusters
  Score: Raw -3821804.120261 + Penalty 3469.602513 = -3818334.517748
  nChanged 0
		SP:Iteration 32F (115464.690000 sec): 3 clusters
  Score: Raw -3821804.120261 + Penalty 3469.602513 = -3818334.517748
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 16 (315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115464.830000 sec): 2 clusters
  Score: Raw -26248.493929 + Penalty 934.793054 = -25313.700875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115464.970000 sec): 3 clusters
  Score: Raw -26297.938473 + Penalty 1869.586108 = -24428.352366
  nChanged 55
		SP:Iteration 1F (115465.130000 sec): 3 clusters
  Score: Raw -26398.341121 + Penalty 1869.586108 = -24528.755014
  nChanged 18
		SP:Iteration 2F (115465.290000 sec): 3 clusters
  Score: Raw -26441.006214 + Penalty 1869.586108 = -24571.420106
  nChanged 12
		SP:Iteration 3Q (115465.450000 sec): 3 clusters
  Score: Raw -26473.015470 + Penalty 1869.586108 = -24603.429362
  nChanged 8
		SP:Iteration 4Q (115465.610000 sec): 3 clusters
  Score: Raw -26509.023255 + Penalty 1869.586108 = -24639.437147
  nChanged 8
		SP:Iteration 5Q (115465.740000 sec): 3 clusters
  Score: Raw -26526.197561 + Penalty 1869.586108 = -24656.611453
  nChanged 5
		SP:Iteration 6Q (115465.910000 sec): 3 clusters
  Score: Raw -26533.667882 + Penalty 1869.586108 = -24664.081774
  nChanged 3
		SP:Iteration 7Q (115466.090000 sec): 3 clusters
  Score: Raw -26537.329397 + Penalty 1869.586108 = -24667.743289
  nChanged 1
		SP:Iteration 8Q (115466.270000 sec): 3 clusters
  Score: Raw -26538.643234 + Penalty 1869.586108 = -24669.057126
  nChanged 2
		SP:Iteration 9Q (115466.440000 sec): 3 clusters
  Score: Raw -26540.656613 + Penalty 1869.586108 = -24671.070506
  nChanged 1
		SP:Iteration 10Q (115466.620000 sec): 3 clusters
  Score: Raw -26543.533915 + Penalty 1869.586108 = -24673.947807
  nChanged 1
		SP:Iteration 11Q (115466.790000 sec): 3 clusters
  Score: Raw -26545.742215 + Penalty 1869.586108 = -24676.156107
  nChanged 2
		SP:Iteration 12Q (115466.970000 sec): 3 clusters
  Score: Raw -26549.762843 + Penalty 1869.586108 = -24680.176736
  nChanged 0
		SP:Iteration 13F (115467.140000 sec): 3 clusters
  Score: Raw -26549.762843 + Penalty 1869.586108 = -24680.176736
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 17 (9553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115467.290000 sec): 2 clusters
  Score: Raw -727857.629787 + Penalty 1489.249210 = -726368.380577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115467.490000 sec): 3 clusters
  Score: Raw -722496.646868 + Penalty 2978.498419 = -719518.148448
  nChanged 4118
		SP:Iteration 1F (115467.700000 sec): 3 clusters
  Score: Raw -724754.793631 + Penalty 2978.498419 = -721776.295212
  nChanged 670
		SP:Iteration 2F (115467.840000 sec): 3 clusters
  Score: Raw -725109.906856 + Penalty 2978.498419 = -722131.408437
  nChanged 601
		SP:Iteration 3F (115468.060000 sec): 3 clusters
  Score: Raw -725513.050764 + Penalty 2978.498419 = -722534.552345
  nChanged 583
		SP:Iteration 4F (115468.260000 sec): 3 clusters
  Score: Raw -725943.454419 + Penalty 2978.498419 = -722964.956000
  nChanged 567
		SP:Iteration 5F (115468.470000 sec): 3 clusters
  Score: Raw -726366.886251 + Penalty 2978.498419 = -723388.387832
  nChanged 522
		SP:Iteration 6F (115468.690000 sec): 3 clusters
  Score: Raw -726689.784846 + Penalty 2978.498419 = -723711.286427
  nChanged 454
		SP:Iteration 7Q (115468.910000 sec): 3 clusters
  Score: Raw -726917.499316 + Penalty 2978.498419 = -723939.000897
  nChanged 349
		SP:Iteration 8Q (115469.120000 sec): 3 clusters
  Score: Raw -727078.335155 + Penalty 2978.498419 = -724099.836736
  nChanged 327
		SP:Iteration 9Q (115469.300000 sec): 3 clusters
  Score: Raw -727216.038605 + Penalty 2978.498419 = -724237.540186
  nChanged 252
		SP:Iteration 10Q (115469.520000 sec): 3 clusters
  Score: Raw -727304.306466 + Penalty 2978.498419 = -724325.808047
  nChanged 201
		SP:Iteration 11Q (115469.720000 sec): 3 clusters
  Score: Raw -727378.446786 + Penalty 2978.498419 = -724399.948367
  nChanged 197
		SP:Iteration 12Q (115469.940000 sec): 3 clusters
  Score: Raw -727452.349064 + Penalty 2978.498419 = -724473.850645
  nChanged 187
		SP:Iteration 13Q (115470.200000 sec): 3 clusters
  Score: Raw -727524.768730 + Penalty 2978.498419 = -724546.270311
  nChanged 184
		SP:Iteration 14Q (115470.340000 sec): 3 clusters
  Score: Raw -727605.678528 + Penalty 2978.498419 = -724627.180109
  nChanged 160
		SP:Iteration 15Q (115470.560000 sec): 3 clusters
  Score: Raw -727664.226558 + Penalty 2978.498419 = -724685.728139
  nChanged 154
		SP:Iteration 16Q (115470.780000 sec): 3 clusters
  Score: Raw -727729.605848 + Penalty 2978.498419 = -724751.107429
  nChanged 180
		SP:Iteration 17Q (115470.990000 sec): 3 clusters
  Score: Raw -727810.738968 + Penalty 2978.498419 = -724832.240549
  nChanged 164
		SP:Iteration 18Q (115471.250000 sec): 3 clusters
  Score: Raw -727894.055712 + Penalty 2978.498419 = -724915.557293
  nChanged 162
		SP:Iteration 19Q (115471.390000 sec): 3 clusters
  Score: Raw -727977.068650 + Penalty 2978.498419 = -724998.570231
  nChanged 153
		SP:Iteration 20F (115471.560000 sec): 3 clusters
  Score: Raw -728046.058289 + Penalty 2978.498419 = -725067.559870
  nChanged 140
		SP:Iteration 21Q (115471.770000 sec): 3 clusters
  Score: Raw -728113.044419 + Penalty 2978.498419 = -725134.546000
  nChanged 120
		SP:Iteration 22Q (115471.910000 sec): 3 clusters
  Score: Raw -728166.853700 + Penalty 2978.498419 = -725188.355281
  nChanged 118
		SP:Iteration 23Q (115472.120000 sec): 3 clusters
  Score: Raw -728209.731909 + Penalty 2978.498419 = -725231.233490
  nChanged 101
		SP:Iteration 24Q (115472.360000 sec): 3 clusters
  Score: Raw -728244.821465 + Penalty 2978.498419 = -725266.323046
  nChanged 86
		SP:Iteration 25Q (115472.580000 sec): 3 clusters
  Score: Raw -728278.550875 + Penalty 2978.498419 = -725300.052456
  nChanged 79
		SP:Iteration 26Q (115472.760000 sec): 3 clusters
  Score: Raw -728308.162392 + Penalty 2978.498419 = -725329.663973
  nChanged 92
		SP:Iteration 27Q (115472.950000 sec): 3 clusters
  Score: Raw -728343.281741 + Penalty 2978.498419 = -725364.783322
  nChanged 76
		SP:Iteration 28Q (115473.150000 sec): 3 clusters
  Score: Raw -728364.834854 + Penalty 2978.498419 = -725386.336435
  nChanged 49
		SP:Iteration 29Q (115473.310000 sec): 3 clusters
  Score: Raw -728378.133772 + Penalty 2978.498419 = -725399.635353
  nChanged 53
		SP:Iteration 30Q (115473.500000 sec): 3 clusters
  Score: Raw -728392.705025 + Penalty 2978.498419 = -725414.206606
  nChanged 48
		SP:Iteration 31Q (115473.680000 sec): 3 clusters
  Score: Raw -728407.708452 + Penalty 2978.498419 = -725429.210033
  nChanged 40
		SP:Iteration 32Q (115473.890000 sec): 3 clusters
  Score: Raw -728422.258704 + Penalty 2978.498419 = -725443.760285
  nChanged 36
		SP:Iteration 33Q (115474.070000 sec): 3 clusters
  Score: Raw -728431.558149 + Penalty 2978.498419 = -725453.059730
  nChanged 27
		SP:Iteration 34Q (115474.240000 sec): 3 clusters
  Score: Raw -728438.410468 + Penalty 2978.498419 = -725459.912049
  nChanged 31
		SP:Iteration 35Q (115474.420000 sec): 3 clusters
  Score: Raw -728448.221867 + Penalty 2978.498419 = -725469.723448
  nChanged 38
		SP:Iteration 36Q (115474.590000 sec): 3 clusters
  Score: Raw -728463.410678 + Penalty 2978.498419 = -725484.912259
  nChanged 50
		SP:Iteration 37Q (115474.760000 sec): 3 clusters
  Score: Raw -728480.533504 + Penalty 2978.498419 = -725502.035085
  nChanged 38
		SP:Iteration 38Q (115475.010000 sec): 3 clusters
  Score: Raw -728494.484486 + Penalty 2978.498419 = -725515.986067
  nChanged 32
		SP:Iteration 39Q (115475.160000 sec): 3 clusters
  Score: Raw -728506.757839 + Penalty 2978.498419 = -725528.259420
  nChanged 35
		SP:Iteration 40F (115475.370000 sec): 3 clusters
  Score: Raw -728518.079183 + Penalty 2978.498419 = -725539.580763
  nChanged 39
		SP:Iteration 41Q (115475.540000 sec): 3 clusters
  Score: Raw -728531.998374 + Penalty 2978.498419 = -725553.499955
  nChanged 36
		SP:Iteration 42Q (115475.710000 sec): 3 clusters
  Score: Raw -728543.967576 + Penalty 2978.498419 = -725565.469156
  nChanged 29
		SP:Iteration 43Q (115475.890000 sec): 3 clusters
  Score: Raw -728551.126237 + Penalty 2978.498419 = -725572.627818
  nChanged 19
		SP:Iteration 44Q (115476.050000 sec): 3 clusters
  Score: Raw -728554.939032 + Penalty 2978.498419 = -725576.440613
  nChanged 20
		SP:Iteration 45Q (115476.210000 sec): 3 clusters
  Score: Raw -728559.875713 + Penalty 2978.498419 = -725581.377294
  nChanged 18
		SP:Iteration 46Q (115476.370000 sec): 3 clusters
  Score: Raw -728564.084090 + Penalty 2978.498419 = -725585.585671
  nChanged 19
		SP:Iteration 47Q (115476.560000 sec): 3 clusters
  Score: Raw -728568.072378 + Penalty 2978.498419 = -725589.573959
  nChanged 15
		SP:Iteration 48Q (115476.720000 sec): 3 clusters
  Score: Raw -728571.982733 + Penalty 2978.498419 = -725593.484314
  nChanged 15
		SP:Iteration 49Q (115476.880000 sec): 3 clusters
  Score: Raw -728574.848579 + Penalty 2978.498419 = -725596.350160
  nChanged 9
		SP:Iteration 50Q (115477.080000 sec): 3 clusters
  Score: Raw -728577.622127 + Penalty 2978.498419 = -725599.123708
  nChanged 11
		SP:Iteration 51Q (115477.240000 sec): 3 clusters
  Score: Raw -728579.972761 + Penalty 2978.498419 = -725601.474342
  nChanged 8
		SP:Iteration 52Q (115477.400000 sec): 3 clusters
  Score: Raw -728581.402391 + Penalty 2978.498419 = -725602.903972
  nChanged 10
		SP:Iteration 53Q (115477.630000 sec): 3 clusters
  Score: Raw -728583.010575 + Penalty 2978.498419 = -725604.512156
  nChanged 11
		SP:Iteration 54Q (115477.790000 sec): 3 clusters
  Score: Raw -728585.682754 + Penalty 2978.498419 = -725607.184335
  nChanged 7
		SP:Iteration 55Q (115478.010000 sec): 3 clusters
  Score: Raw -728586.687707 + Penalty 2978.498419 = -725608.189288
  nChanged 4
		SP:Iteration 56Q (115478.150000 sec): 3 clusters
  Score: Raw -728587.345318 + Penalty 2978.498419 = -725608.846899
  nChanged 3
		SP:Iteration 57Q (115478.320000 sec): 3 clusters
  Score: Raw -728593.797944 + Penalty 2978.498419 = -725615.299525
  nChanged 6
		SP:Iteration 58Q (115478.500000 sec): 3 clusters
  Score: Raw -728594.779916 + Penalty 2978.498419 = -725616.281497
  nChanged 4
		SP:Iteration 59Q (115478.670000 sec): 3 clusters
  Score: Raw -728597.270609 + Penalty 2978.498419 = -725618.772190
  nChanged 8
		SP:Iteration 60F (115478.840000 sec): 3 clusters
  Score: Raw -728601.655563 + Penalty 2978.498419 = -725623.157144
  nChanged 11
		SP:Iteration 61Q (115479.010000 sec): 3 clusters
  Score: Raw -728606.961058 + Penalty 2978.498419 = -725628.462639
  nChanged 11
		SP:Iteration 62Q (115479.180000 sec): 3 clusters
  Score: Raw -728610.558613 + Penalty 2978.498419 = -725632.060194
  nChanged 15
		SP:Iteration 63Q (115479.360000 sec): 3 clusters
  Score: Raw -728614.725160 + Penalty 2978.498419 = -725636.226741
  nChanged 13
		SP:Iteration 64Q (115479.530000 sec): 3 clusters
  Score: Raw -728619.596671 + Penalty 2978.498419 = -725641.098252
  nChanged 12
		SP:Iteration 65Q (115479.740000 sec): 3 clusters
  Score: Raw -728626.993413 + Penalty 2978.498419 = -725648.494994
  nChanged 9
		SP:Iteration 66Q (115479.960000 sec): 3 clusters
  Score: Raw -728631.508322 + Penalty 2978.498419 = -725653.009903
  nChanged 8
		SP:Iteration 67Q (115480.100000 sec): 3 clusters
  Score: Raw -728634.473807 + Penalty 2978.498419 = -725655.975388
  nChanged 7
		SP:Iteration 68Q (115480.300000 sec): 3 clusters
  Score: Raw -728637.011986 + Penalty 2978.498419 = -725658.513567
  nChanged 4
		SP:Iteration 69Q (115480.520000 sec): 3 clusters
  Score: Raw -728638.199574 + Penalty 2978.498419 = -725659.701155
  nChanged 7
		SP:Iteration 70Q (115480.660000 sec): 3 clusters
  Score: Raw -728640.279001 + Penalty 2978.498419 = -725661.780582
  nChanged 6
		SP:Iteration 71Q (115480.840000 sec): 3 clusters
  Score: Raw -728643.652849 + Penalty 2978.498419 = -725665.154430
  nChanged 8
		SP:Iteration 72Q (115481.090000 sec): 3 clusters
  Score: Raw -728646.146509 + Penalty 2978.498419 = -725667.648090
  nChanged 4
		SP:Iteration 73Q (115481.280000 sec): 3 clusters
  Score: Raw -728646.946731 + Penalty 2978.498419 = -725668.448312
  nChanged 1
		SP:Iteration 74Q (115481.460000 sec): 3 clusters
  Score: Raw -728647.778350 + Penalty 2978.498419 = -725669.279931
  nChanged 3
		SP:Iteration 75Q (115481.640000 sec): 3 clusters
  Score: Raw -728648.329534 + Penalty 2978.498419 = -725669.831115
  nChanged 4
		SP:Iteration 76Q (115481.820000 sec): 3 clusters
  Score: Raw -728648.976682 + Penalty 2978.498419 = -725670.478263
  nChanged 2
		SP:Iteration 77Q (115482.070000 sec): 3 clusters
  Score: Raw -728649.165281 + Penalty 2978.498419 = -725670.666862
  nChanged 1
		SP:Iteration 78Q (115482.240000 sec): 3 clusters
  Score: Raw -728649.572232 + Penalty 2978.498419 = -725671.073813
  nChanged 1
		SP:Iteration 79Q (115482.420000 sec): 3 clusters
  Score: Raw -728650.195797 + Penalty 2978.498419 = -725671.697378
  nChanged 0
		SP:Iteration 80F (115482.640000 sec): 3 clusters
  Score: Raw -728650.195797 + Penalty 2978.498419 = -725671.697378
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 18 (507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115482.720000 sec): 2 clusters
  Score: Raw -44063.506816 + Penalty 1012.133038 = -43051.373778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115482.890000 sec): 3 clusters
  Score: Raw -44004.235310 + Penalty 2024.266076 = -41979.969234
  nChanged 113
		SP:Iteration 1F (115483.070000 sec): 3 clusters
  Score: Raw -44153.796929 + Penalty 2024.266076 = -42129.530853
  nChanged 30
		SP:Iteration 2F (115483.240000 sec): 3 clusters
  Score: Raw -44197.823569 + Penalty 2024.266076 = -42173.557492
  nChanged 19
		SP:Iteration 3Q (115483.420000 sec): 3 clusters
  Score: Raw -44224.463820 + Penalty 2024.266076 = -42200.197743
  nChanged 11
		SP:Iteration 4Q (115483.600000 sec): 3 clusters
  Score: Raw -44245.402739 + Penalty 2024.266076 = -42221.136662
  nChanged 7
		SP:Iteration 5Q (115483.770000 sec): 3 clusters
  Score: Raw -44254.149340 + Penalty 2024.266076 = -42229.883264
  nChanged 4
		SP:Iteration 6Q (115483.950000 sec): 3 clusters
  Score: Raw -44259.905800 + Penalty 2024.266076 = -42235.639723
  nChanged 1
		SP:Iteration 7Q (115484.120000 sec): 3 clusters
  Score: Raw -44261.458967 + Penalty 2024.266076 = -42237.192891
  nChanged 2
		SP:Iteration 8Q (115484.300000 sec): 3 clusters
  Score: Raw -44263.717324 + Penalty 2024.266076 = -42239.451248
  nChanged 0
		SP:Iteration 9F (115484.480000 sec): 3 clusters
  Score: Raw -44263.717324 + Penalty 2024.266076 = -42239.451248
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 19 (171574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115485.450000 sec): 2 clusters
  Score: Raw -14816707.742324 + Penalty 1958.575115 = -14814749.167208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115486.690000 sec): 3 clusters
  Score: Raw -14703527.619492 + Penalty 3917.150230 = -14699610.469261
  nChanged 82916
		SP:Iteration 1F (115487.900000 sec): 3 clusters
  Score: Raw -14752275.197681 + Penalty 3917.150230 = -14748358.047450
  nChanged 4618
		SP:Iteration 2Q (115489.320000 sec): 3 clusters
  Score: Raw -14753262.362090 + Penalty 3917.150230 = -14749345.211860
  nChanged 4959
		SP:Iteration 3Q (115490.780000 sec): 3 clusters
  Score: Raw -14754440.058722 + Penalty 3917.150230 = -14750522.908491
  nChanged 5396
		SP:Iteration 4Q (115492.120000 sec): 3 clusters
  Score: Raw -14755914.142241 + Penalty 3917.150230 = -14751996.992011
  nChanged 6049
		SP:Iteration 5Q (115493.570000 sec): 3 clusters
  Score: Raw -14757796.556688 + Penalty 3917.150230 = -14753879.406458
  nChanged 6657
		SP:Iteration 6Q (115494.990000 sec): 3 clusters
  Score: Raw -14760258.609346 + Penalty 3917.150230 = -14756341.459116
  nChanged 7284
		SP:Iteration 7Q (115496.450000 sec): 3 clusters
  Score: Raw -14763435.869912 + Penalty 3917.150230 = -14759518.719682
  nChanged 7994
		SP:Iteration 8Q (115497.830000 sec): 3 clusters
  Score: Raw -14767547.366809 + Penalty 3917.150230 = -14763630.216578
  nChanged 9048
		SP:Iteration 9F (115499.050000 sec): 3 clusters
  Score: Raw -14772848.441071 + Penalty 3917.150230 = -14768931.290841
  nChanged 9922
		SP:Iteration 10F (115500.290000 sec): 3 clusters
  Score: Raw -14779342.918850 + Penalty 3917.150230 = -14775425.768620
  nChanged 10769
		SP:Iteration 11F (115501.450000 sec): 3 clusters
  Score: Raw -14786859.120425 + Penalty 3917.150230 = -14782941.970195
  nChanged 10712
		SP:Iteration 12F (115502.620000 sec): 3 clusters
  Score: Raw -14794696.842839 + Penalty 3917.150230 = -14790779.692609
  nChanged 9719
		SP:Iteration 13F (115503.900000 sec): 3 clusters
  Score: Raw -14802128.550010 + Penalty 3917.150230 = -14798211.399779
  nChanged 7806
		SP:Iteration 14Q (115505.200000 sec): 3 clusters
  Score: Raw -14808201.445363 + Penalty 3917.150230 = -14804284.295132
  nChanged 5372
		SP:Iteration 15Q (115506.530000 sec): 3 clusters
  Score: Raw -14812342.532224 + Penalty 3917.150230 = -14808425.381994
  nChanged 3192
		SP:Iteration 16Q (115507.820000 sec): 3 clusters
  Score: Raw -14814729.386608 + Penalty 3917.150230 = -14810812.236377
  nChanged 1633
		SP:Iteration 17Q (115509.150000 sec): 3 clusters
  Score: Raw -14815921.692383 + Penalty 3917.150230 = -14812004.542153
  nChanged 691
		SP:Iteration 18Q (115510.440000 sec): 3 clusters
  Score: Raw -14816410.509936 + Penalty 3917.150230 = -14812493.359706
  nChanged 328
		SP:Iteration 19Q (115511.760000 sec): 3 clusters
  Score: Raw -14816632.277498 + Penalty 3917.150230 = -14812715.127268
  nChanged 172
		SP:Iteration 20F (115513.040000 sec): 3 clusters
  Score: Raw -14816757.930127 + Penalty 3917.150230 = -14812840.779897
  nChanged 101
		SP:Iteration 21Q (115514.380000 sec): 3 clusters
  Score: Raw -14816826.113849 + Penalty 3917.150230 = -14812908.963619
  nChanged 73
		SP:Iteration 22Q (115515.730000 sec): 3 clusters
  Score: Raw -14816876.517934 + Penalty 3917.150230 = -14812959.367704
  nChanged 52
		SP:Iteration 23Q (115517.100000 sec): 3 clusters
  Score: Raw -14816918.707655 + Penalty 3917.150230 = -14813001.557425
  nChanged 16
		SP:Iteration 24Q (115518.380000 sec): 3 clusters
  Score: Raw -14816928.476579 + Penalty 3917.150230 = -14813011.326349
  nChanged 12
		SP:Iteration 25Q (115519.660000 sec): 3 clusters
  Score: Raw -14816937.121354 + Penalty 3917.150230 = -14813019.971124
  nChanged 13
		SP:Iteration 26Q (115520.950000 sec): 3 clusters
  Score: Raw -14816944.121569 + Penalty 3917.150230 = -14813026.971339
  nChanged 8
		SP:Iteration 27Q (115522.320000 sec): 3 clusters
  Score: Raw -14816948.718428 + Penalty 3917.150230 = -14813031.568198
  nChanged 5
		SP:Iteration 28Q (115523.600000 sec): 3 clusters
  Score: Raw -14816953.610582 + Penalty 3917.150230 = -14813036.460352
  nChanged 7
		SP:Iteration 29Q (115524.890000 sec): 3 clusters
  Score: Raw -14816961.268424 + Penalty 3917.150230 = -14813044.118194
  nChanged 6
		SP:Iteration 30Q (115526.210000 sec): 3 clusters
  Score: Raw -14816965.966077 + Penalty 3917.150230 = -14813048.815846
  nChanged 9
		SP:Iteration 31Q (115527.530000 sec): 3 clusters
  Score: Raw -14816974.176488 + Penalty 3917.150230 = -14813057.026258
  nChanged 7
		SP:Iteration 32Q (115528.830000 sec): 3 clusters
  Score: Raw -14816979.903292 + Penalty 3917.150230 = -14813062.753062
  nChanged 11
		SP:Iteration 33Q (115530.140000 sec): 3 clusters
  Score: Raw -14816988.084490 + Penalty 3917.150230 = -14813070.934259
  nChanged 9
		SP:Iteration 34Q (115531.460000 sec): 3 clusters
  Score: Raw -14816994.437308 + Penalty 3917.150230 = -14813077.287078
  nChanged 5
		SP:Iteration 35Q (115532.770000 sec): 3 clusters
  Score: Raw -14816997.982220 + Penalty 3917.150230 = -14813080.831990
  nChanged 4
		SP:Iteration 36Q (115534.130000 sec): 3 clusters
  Score: Raw -14817000.821762 + Penalty 3917.150230 = -14813083.671532
  nChanged 5
		SP:Iteration 37Q (115535.350000 sec): 3 clusters
  Score: Raw -14817003.092978 + Penalty 3917.150230 = -14813085.942748
  nChanged 1
		SP:Iteration 38Q (115536.640000 sec): 3 clusters
  Score: Raw -14817004.345330 + Penalty 3917.150230 = -14813087.195100
  nChanged 1
		SP:Iteration 39Q (115537.920000 sec): 3 clusters
  Score: Raw -14817005.354938 + Penalty 3917.150230 = -14813088.204707
  nChanged 0
		SP:Iteration 40F (115539.170000 sec): 3 clusters
  Score: Raw -14817005.354938 + Penalty 3917.150230 = -14813088.204707
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 20 (472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115539.290000 sec): 2 clusters
  Score: Raw -39501.348692 + Penalty 1000.509085 = -38500.839607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115539.450000 sec): 3 clusters
  Score: Raw -39464.944962 + Penalty 2001.018170 = -37463.926791
  nChanged 108
		SP:Iteration 1F (115539.610000 sec): 3 clusters
  Score: Raw -39636.087232 + Penalty 2001.018170 = -37635.069062
  nChanged 31
		SP:Iteration 2F (115539.770000 sec): 3 clusters
  Score: Raw -39723.914554 + Penalty 2001.018170 = -37722.896383
  nChanged 25
		SP:Iteration 3F (115539.930000 sec): 3 clusters
  Score: Raw -39827.421511 + Penalty 2001.018170 = -37826.403341
  nChanged 30
		SP:Iteration 4F (115540.090000 sec): 3 clusters
  Score: Raw -40046.411530 + Penalty 2001.018170 = -38045.393360
  nChanged 31
		SP:Iteration 5F (115540.250000 sec): 3 clusters
  Score: Raw -40185.800717 + Penalty 2001.018170 = -38184.782547
  nChanged 31
		SP:Iteration 6F (115540.410000 sec): 3 clusters
  Score: Raw -40268.757044 + Penalty 2001.018170 = -38267.738874
  nChanged 26
		SP:Iteration 7F (115540.570000 sec): 3 clusters
  Score: Raw -40330.553211 + Penalty 2001.018170 = -38329.535041
  nChanged 13
		SP:Iteration 8Q (115540.730000 sec): 3 clusters
  Score: Raw -40364.625187 + Penalty 2001.018170 = -38363.607017
  nChanged 7
		SP:Iteration 9Q (115540.890000 sec): 3 clusters
  Score: Raw -40379.003329 + Penalty 2001.018170 = -38377.985159
  nChanged 12
		SP:Iteration 10Q (115541.050000 sec): 3 clusters
  Score: Raw -40406.612548 + Penalty 2001.018170 = -38405.594378
  nChanged 8
		SP:Iteration 11Q (115541.210000 sec): 3 clusters
  Score: Raw -40432.734453 + Penalty 2001.018170 = -38431.716283
  nChanged 4
		SP:Iteration 12Q (115541.370000 sec): 3 clusters
  Score: Raw -40442.123206 + Penalty 2001.018170 = -38441.105035
  nChanged 1
		SP:Iteration 13Q (115541.530000 sec): 3 clusters
  Score: Raw -40443.154011 + Penalty 2001.018170 = -38442.135841
  nChanged 1
		SP:Iteration 14Q (115541.690000 sec): 3 clusters
  Score: Raw -40443.993246 + Penalty 2001.018170 = -38442.975076
  nChanged 1
		SP:Iteration 15Q (115541.850000 sec): 3 clusters
  Score: Raw -40447.368851 + Penalty 2001.018170 = -38446.350680
  nChanged 0
		SP:Iteration 16F (115542.010000 sec): 3 clusters
  Score: Raw -40447.368851 + Penalty 2001.018170 = -38446.350680
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 21 (2674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115542.090000 sec): 2 clusters
  Score: Raw -190641.943949 + Penalty 1282.341248 = -189359.602700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115542.270000 sec): 3 clusters
  Score: Raw -189492.801706 + Penalty 2564.682496 = -186928.119209
  nChanged 982
		SP:Iteration 1F (115542.440000 sec): 3 clusters
  Score: Raw -190316.677144 + Penalty 2564.682496 = -187751.994648
  nChanged 268
		SP:Iteration 2F (115542.610000 sec): 3 clusters
  Score: Raw -190595.832227 + Penalty 2564.682496 = -188031.149731
  nChanged 183
		SP:Iteration 3F (115542.790000 sec): 3 clusters
  Score: Raw -190799.741962 + Penalty 2564.682496 = -188235.059465
  nChanged 146
		SP:Iteration 4F (115542.970000 sec): 3 clusters
  Score: Raw -190953.367775 + Penalty 2564.682496 = -188388.685278
  nChanged 109
		SP:Iteration 5Q (115543.140000 sec): 3 clusters
  Score: Raw -191026.524419 + Penalty 2564.682496 = -188461.841922
  nChanged 68
		SP:Iteration 6Q (115543.320000 sec): 3 clusters
  Score: Raw -191064.336949 + Penalty 2564.682496 = -188499.654453
  nChanged 52
		SP:Iteration 7Q (115543.490000 sec): 3 clusters
  Score: Raw -191102.493204 + Penalty 2564.682496 = -188537.810707
  nChanged 57
		SP:Iteration 8Q (115543.670000 sec): 3 clusters
  Score: Raw -191159.983155 + Penalty 2564.682496 = -188595.300659
  nChanged 62
		SP:Iteration 9Q (115543.850000 sec): 3 clusters
  Score: Raw -191198.953460 + Penalty 2564.682496 = -188634.270963
  nChanged 42
		SP:Iteration 10Q (115544.020000 sec): 3 clusters
  Score: Raw -191222.748246 + Penalty 2564.682496 = -188658.065750
  nChanged 32
		SP:Iteration 11Q (115544.200000 sec): 3 clusters
  Score: Raw -191245.636878 + Penalty 2564.682496 = -188680.954382
  nChanged 42
		SP:Iteration 12Q (115544.370000 sec): 3 clusters
  Score: Raw -191266.992754 + Penalty 2564.682496 = -188702.310257
  nChanged 33
		SP:Iteration 13Q (115544.550000 sec): 3 clusters
  Score: Raw -191282.825462 + Penalty 2564.682496 = -188718.142965
  nChanged 20
		SP:Iteration 14Q (115544.730000 sec): 3 clusters
  Score: Raw -191291.024573 + Penalty 2564.682496 = -188726.342077
  nChanged 21
		SP:Iteration 15Q (115544.900000 sec): 3 clusters
  Score: Raw -191297.761737 + Penalty 2564.682496 = -188733.079241
  nChanged 8
		SP:Iteration 16Q (115545.080000 sec): 3 clusters
  Score: Raw -191300.365949 + Penalty 2564.682496 = -188735.683453
  nChanged 7
		SP:Iteration 17Q (115545.250000 sec): 3 clusters
  Score: Raw -191304.145124 + Penalty 2564.682496 = -188739.462628
  nChanged 8
		SP:Iteration 18Q (115545.430000 sec): 3 clusters
  Score: Raw -191309.394837 + Penalty 2564.682496 = -188744.712341
  nChanged 15
		SP:Iteration 19Q (115545.610000 sec): 3 clusters
  Score: Raw -191316.955101 + Penalty 2564.682496 = -188752.272605
  nChanged 16
		SP:Iteration 20F (115545.780000 sec): 3 clusters
  Score: Raw -191324.317717 + Penalty 2564.682496 = -188759.635220
  nChanged 17
		SP:Iteration 21Q (115545.960000 sec): 3 clusters
  Score: Raw -191335.088180 + Penalty 2564.682496 = -188770.405684
  nChanged 14
		SP:Iteration 22Q (115546.130000 sec): 3 clusters
  Score: Raw -191339.852488 + Penalty 2564.682496 = -188775.169992
  nChanged 7
		SP:Iteration 23Q (115546.310000 sec): 3 clusters
  Score: Raw -191341.957549 + Penalty 2564.682496 = -188777.275053
  nChanged 6
		SP:Iteration 24Q (115546.490000 sec): 3 clusters
  Score: Raw -191344.044860 + Penalty 2564.682496 = -188779.362364
  nChanged 5
		SP:Iteration 25Q (115546.660000 sec): 3 clusters
  Score: Raw -191345.183269 + Penalty 2564.682496 = -188780.500773
  nChanged 4
		SP:Iteration 26Q (115546.840000 sec): 3 clusters
  Score: Raw -191346.406840 + Penalty 2564.682496 = -188781.724344
  nChanged 6
		SP:Iteration 27Q (115547.010000 sec): 3 clusters
  Score: Raw -191348.016601 + Penalty 2564.682496 = -188783.334105
  nChanged 2
		SP:Iteration 28Q (115547.190000 sec): 3 clusters
  Score: Raw -191348.841725 + Penalty 2564.682496 = -188784.159228
  nChanged 2
		SP:Iteration 29Q (115547.370000 sec): 3 clusters
  Score: Raw -191349.923881 + Penalty 2564.682496 = -188785.241384
  nChanged 2
		SP:Iteration 30Q (115547.540000 sec): 3 clusters
  Score: Raw -191350.614798 + Penalty 2564.682496 = -188785.932302
  nChanged 1
		SP:Iteration 31Q (115547.710000 sec): 3 clusters
  Score: Raw -191351.399952 + Penalty 2564.682496 = -188786.717456
  nChanged 1
		SP:Iteration 32Q (115547.890000 sec): 3 clusters
  Score: Raw -191351.647658 + Penalty 2564.682496 = -188786.965162
  nChanged 0
		SP:Iteration 33F (115548.070000 sec): 3 clusters
  Score: Raw -191351.647658 + Penalty 2564.682496 = -188786.965162
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 22 (4597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115548.210000 sec): 2 clusters
  Score: Raw -370527.519445 + Penalty 1370.388369 = -369157.131076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115548.350000 sec): 3 clusters
  Score: Raw -368203.326091 + Penalty 2740.776739 = -365462.549352
  nChanged 1874
		SP:Iteration 1F (115548.530000 sec): 3 clusters
  Score: Raw -369319.308961 + Penalty 2740.776739 = -366578.532222
  nChanged 338
		SP:Iteration 2F (115548.660000 sec): 3 clusters
  Score: Raw -369533.110849 + Penalty 2740.776739 = -366792.334110
  nChanged 273
		SP:Iteration 3F (115548.850000 sec): 3 clusters
  Score: Raw -369688.457880 + Penalty 2740.776739 = -366947.681142
  nChanged 217
		SP:Iteration 4Q (115548.980000 sec): 3 clusters
  Score: Raw -369795.204786 + Penalty 2740.776739 = -367054.428047
  nChanged 161
		SP:Iteration 5Q (115549.170000 sec): 3 clusters
  Score: Raw -369874.394951 + Penalty 2740.776739 = -367133.618212
  nChanged 152
		SP:Iteration 6Q (115549.290000 sec): 3 clusters
  Score: Raw -369955.960115 + Penalty 2740.776739 = -367215.183376
  nChanged 120
		SP:Iteration 7Q (115549.490000 sec): 3 clusters
  Score: Raw -370016.508149 + Penalty 2740.776739 = -367275.731410
  nChanged 116
		SP:Iteration 8Q (115549.650000 sec): 3 clusters
  Score: Raw -370075.364535 + Penalty 2740.776739 = -367334.587796
  nChanged 107
		SP:Iteration 9Q (115549.810000 sec): 3 clusters
  Score: Raw -370129.226900 + Penalty 2740.776739 = -367388.450161
  nChanged 102
		SP:Iteration 10Q (115549.930000 sec): 3 clusters
  Score: Raw -370182.240427 + Penalty 2740.776739 = -367441.463689
  nChanged 95
		SP:Iteration 11Q (115550.130000 sec): 3 clusters
  Score: Raw -370225.012195 + Penalty 2740.776739 = -367484.235457
  nChanged 78
		SP:Iteration 12Q (115550.270000 sec): 3 clusters
  Score: Raw -370262.717385 + Penalty 2740.776739 = -367521.940646
  nChanged 82
		SP:Iteration 13Q (115550.420000 sec): 3 clusters
  Score: Raw -370301.815846 + Penalty 2740.776739 = -367561.039107
  nChanged 74
		SP:Iteration 14Q (115550.580000 sec): 3 clusters
  Score: Raw -370338.802890 + Penalty 2740.776739 = -367598.026152
  nChanged 62
		SP:Iteration 15Q (115550.740000 sec): 3 clusters
  Score: Raw -370365.493645 + Penalty 2740.776739 = -367624.716906
  nChanged 60
		SP:Iteration 16Q (115550.900000 sec): 3 clusters
  Score: Raw -370392.733730 + Penalty 2740.776739 = -367651.956992
  nChanged 56
		SP:Iteration 17Q (115551.060000 sec): 3 clusters
  Score: Raw -370420.674429 + Penalty 2740.776739 = -367679.897690
  nChanged 63
		SP:Iteration 18Q (115551.230000 sec): 3 clusters
  Score: Raw -370450.406898 + Penalty 2740.776739 = -367709.630160
  nChanged 59
		SP:Iteration 19Q (115551.400000 sec): 3 clusters
  Score: Raw -370480.121060 + Penalty 2740.776739 = -367739.344321
  nChanged 57
		SP:Iteration 20F (115551.580000 sec): 3 clusters
  Score: Raw -370511.886332 + Penalty 2740.776739 = -367771.109593
  nChanged 49
		SP:Iteration 21Q (115551.750000 sec): 3 clusters
  Score: Raw -370534.979214 + Penalty 2740.776739 = -367794.202475
  nChanged 43
		SP:Iteration 22Q (115551.930000 sec): 3 clusters
  Score: Raw -370557.743266 + Penalty 2740.776739 = -367816.966527
  nChanged 34
		SP:Iteration 23Q (115552.110000 sec): 3 clusters
  Score: Raw -370577.154233 + Penalty 2740.776739 = -367836.377494
  nChanged 33
		SP:Iteration 24Q (115552.280000 sec): 3 clusters
  Score: Raw -370594.418500 + Penalty 2740.776739 = -367853.641761
  nChanged 33
		SP:Iteration 25Q (115552.460000 sec): 3 clusters
  Score: Raw -370613.346170 + Penalty 2740.776739 = -367872.569431
  nChanged 30
		SP:Iteration 26Q (115552.620000 sec): 3 clusters
  Score: Raw -370628.951956 + Penalty 2740.776739 = -367888.175217
  nChanged 23
		SP:Iteration 27Q (115552.780000 sec): 3 clusters
  Score: Raw -370641.999635 + Penalty 2740.776739 = -367901.222896
  nChanged 23
		SP:Iteration 28Q (115552.940000 sec): 3 clusters
  Score: Raw -370658.476891 + Penalty 2740.776739 = -367917.700153
  nChanged 24
		SP:Iteration 29Q (115553.100000 sec): 3 clusters
  Score: Raw -370676.103320 + Penalty 2740.776739 = -367935.326582
  nChanged 18
		SP:Iteration 30Q (115553.260000 sec): 3 clusters
  Score: Raw -370688.501148 + Penalty 2740.776739 = -367947.724409
  nChanged 19
		SP:Iteration 31Q (115553.420000 sec): 3 clusters
  Score: Raw -370699.896868 + Penalty 2740.776739 = -367959.120129
  nChanged 9
		SP:Iteration 32Q (115553.580000 sec): 3 clusters
  Score: Raw -370705.461477 + Penalty 2740.776739 = -367964.684738
  nChanged 8
		SP:Iteration 33Q (115553.740000 sec): 3 clusters
  Score: Raw -370711.654187 + Penalty 2740.776739 = -367970.877448
  nChanged 12
		SP:Iteration 34Q (115553.900000 sec): 3 clusters
  Score: Raw -370719.798794 + Penalty 2740.776739 = -367979.022055
  nChanged 10
		SP:Iteration 35Q (115554.060000 sec): 3 clusters
  Score: Raw -370724.017083 + Penalty 2740.776739 = -367983.240345
  nChanged 6
		SP:Iteration 36Q (115554.220000 sec): 3 clusters
  Score: Raw -370727.806593 + Penalty 2740.776739 = -367987.029854
  nChanged 6
		SP:Iteration 37Q (115554.430000 sec): 3 clusters
  Score: Raw -370732.420715 + Penalty 2740.776739 = -367991.643976
  nChanged 5
		SP:Iteration 38Q (115554.570000 sec): 3 clusters
  Score: Raw -370735.660137 + Penalty 2740.776739 = -367994.883399
  nChanged 4
		SP:Iteration 39Q (115554.780000 sec): 3 clusters
  Score: Raw -370739.873234 + Penalty 2740.776739 = -367999.096495
  nChanged 7
		SP:Iteration 40F (115554.920000 sec): 3 clusters
  Score: Raw -370747.254603 + Penalty 2740.776739 = -368006.477864
  nChanged 12
		SP:Iteration 41Q (115555.080000 sec): 3 clusters
  Score: Raw -370757.128589 + Penalty 2740.776739 = -368016.351851
  nChanged 6
		SP:Iteration 42Q (115555.240000 sec): 3 clusters
  Score: Raw -370760.824500 + Penalty 2740.776739 = -368020.047761
  nChanged 2
		SP:Iteration 43Q (115555.400000 sec): 3 clusters
  Score: Raw -370761.769281 + Penalty 2740.776739 = -368020.992543
  nChanged 2
		SP:Iteration 44Q (115555.560000 sec): 3 clusters
  Score: Raw -370763.499547 + Penalty 2740.776739 = -368022.722809
  nChanged 1
		SP:Iteration 45Q (115555.720000 sec): 3 clusters
  Score: Raw -370764.295789 + Penalty 2740.776739 = -368023.519050
  nChanged 1
		SP:Iteration 46Q (115555.880000 sec): 3 clusters
  Score: Raw -370764.680410 + Penalty 2740.776739 = -368023.903671
  nChanged 0
		SP:Iteration 47F (115556.040000 sec): 3 clusters
  Score: Raw -370764.680410 + Penalty 2740.776739 = -368023.903671
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 23 (6053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115556.150000 sec): 2 clusters
  Score: Raw -501795.485104 + Penalty 1415.100261 = -500380.384843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115556.300000 sec): 3 clusters
  Score: Raw -498494.550644 + Penalty 2830.200521 = -495664.350123
  nChanged 2507
		SP:Iteration 1F (115556.450000 sec): 3 clusters
  Score: Raw -499853.079605 + Penalty 2830.200521 = -497022.879084
  nChanged 424
		SP:Iteration 2F (115556.610000 sec): 3 clusters
  Score: Raw -500077.095916 + Penalty 2830.200521 = -497246.895395
  nChanged 326
		SP:Iteration 3F (115556.770000 sec): 3 clusters
  Score: Raw -500231.157416 + Penalty 2830.200521 = -497400.956895
  nChanged 257
		SP:Iteration 4Q (115556.930000 sec): 3 clusters
  Score: Raw -500349.760752 + Penalty 2830.200521 = -497519.560230
  nChanged 230
		SP:Iteration 5Q (115557.100000 sec): 3 clusters
  Score: Raw -500458.740589 + Penalty 2830.200521 = -497628.540068
  nChanged 223
		SP:Iteration 6Q (115557.250000 sec): 3 clusters
  Score: Raw -500554.649069 + Penalty 2830.200521 = -497724.448548
  nChanged 207
		SP:Iteration 7Q (115557.410000 sec): 3 clusters
  Score: Raw -500647.114292 + Penalty 2830.200521 = -497816.913771
  nChanged 212
		SP:Iteration 8Q (115557.600000 sec): 3 clusters
  Score: Raw -500739.912682 + Penalty 2830.200521 = -497909.712161
  nChanged 199
		SP:Iteration 9Q (115557.770000 sec): 3 clusters
  Score: Raw -500822.128777 + Penalty 2830.200521 = -497991.928256
  nChanged 197
		SP:Iteration 10Q (115557.970000 sec): 3 clusters
  Score: Raw -500917.896719 + Penalty 2830.200521 = -498087.696198
  nChanged 200
		SP:Iteration 11Q (115558.140000 sec): 3 clusters
  Score: Raw -501038.729079 + Penalty 2830.200521 = -498208.528558
  nChanged 223
		SP:Iteration 12Q (115558.300000 sec): 3 clusters
  Score: Raw -501170.774598 + Penalty 2830.200521 = -498340.574077
  nChanged 221
		SP:Iteration 13Q (115558.480000 sec): 3 clusters
  Score: Raw -501314.351781 + Penalty 2830.200521 = -498484.151260
  nChanged 212
		SP:Iteration 14Q (115558.640000 sec): 3 clusters
  Score: Raw -501462.239982 + Penalty 2830.200521 = -498632.039461
  nChanged 177
		SP:Iteration 15Q (115558.800000 sec): 3 clusters
  Score: Raw -501590.722011 + Penalty 2830.200521 = -498760.521490
  nChanged 169
		SP:Iteration 16Q (115558.970000 sec): 3 clusters
  Score: Raw -501731.004447 + Penalty 2830.200521 = -498900.803926
  nChanged 133
		SP:Iteration 17Q (115559.130000 sec): 3 clusters
  Score: Raw -501843.006779 + Penalty 2830.200521 = -499012.806258
  nChanged 103
		SP:Iteration 18Q (115559.290000 sec): 3 clusters
  Score: Raw -501936.400594 + Penalty 2830.200521 = -499106.200073
  nChanged 80
		SP:Iteration 19Q (115559.460000 sec): 3 clusters
  Score: Raw -502003.275243 + Penalty 2830.200521 = -499173.074722
  nChanged 55
		SP:Iteration 20F (115559.620000 sec): 3 clusters
  Score: Raw -502047.254066 + Penalty 2830.200521 = -499217.053545
  nChanged 52
		SP:Iteration 21Q (115559.780000 sec): 3 clusters
  Score: Raw -502086.347685 + Penalty 2830.200521 = -499256.147164
  nChanged 31
		SP:Iteration 22Q (115559.940000 sec): 3 clusters
  Score: Raw -502107.775040 + Penalty 2830.200521 = -499277.574519
  nChanged 20
		SP:Iteration 23Q (115560.110000 sec): 3 clusters
  Score: Raw -502118.737342 + Penalty 2830.200521 = -499288.536821
  nChanged 21
		SP:Iteration 24Q (115560.270000 sec): 3 clusters
  Score: Raw -502129.980657 + Penalty 2830.200521 = -499299.780136
  nChanged 8
		SP:Iteration 25Q (115560.440000 sec): 3 clusters
  Score: Raw -502134.436285 + Penalty 2830.200521 = -499304.235764
  nChanged 5
		SP:Iteration 26Q (115560.650000 sec): 3 clusters
  Score: Raw -502137.612286 + Penalty 2830.200521 = -499307.411765
  nChanged 7
		SP:Iteration 27Q (115560.810000 sec): 3 clusters
  Score: Raw -502141.280205 + Penalty 2830.200521 = -499311.079684
  nChanged 7
		SP:Iteration 28Q (115560.980000 sec): 3 clusters
  Score: Raw -502144.738119 + Penalty 2830.200521 = -499314.537598
  nChanged 7
		SP:Iteration 29Q (115561.140000 sec): 3 clusters
  Score: Raw -502148.256682 + Penalty 2830.200521 = -499318.056161
  nChanged 6
		SP:Iteration 30Q (115561.340000 sec): 3 clusters
  Score: Raw -502153.274530 + Penalty 2830.200521 = -499323.074009
  nChanged 6
		SP:Iteration 31Q (115561.500000 sec): 3 clusters
  Score: Raw -502157.402777 + Penalty 2830.200521 = -499327.202255
  nChanged 7
		SP:Iteration 32Q (115561.680000 sec): 3 clusters
  Score: Raw -502161.076499 + Penalty 2830.200521 = -499330.875978
  nChanged 5
		SP:Iteration 33Q (115561.800000 sec): 3 clusters
  Score: Raw -502163.692719 + Penalty 2830.200521 = -499333.492198
  nChanged 3
		SP:Iteration 34Q (115561.970000 sec): 3 clusters
  Score: Raw -502165.610383 + Penalty 2830.200521 = -499335.409862
  nChanged 5
		SP:Iteration 35Q (115562.140000 sec): 3 clusters
  Score: Raw -502167.568399 + Penalty 2830.200521 = -499337.367878
  nChanged 3
		SP:Iteration 36Q (115562.300000 sec): 3 clusters
  Score: Raw -502168.710398 + Penalty 2830.200521 = -499338.509877
  nChanged 1
		SP:Iteration 37Q (115562.490000 sec): 3 clusters
  Score: Raw -502169.055482 + Penalty 2830.200521 = -499338.854961
  nChanged 1
		SP:Iteration 38Q (115562.650000 sec): 3 clusters
  Score: Raw -502169.313487 + Penalty 2830.200521 = -499339.112966
  nChanged 1
		SP:Iteration 39Q (115562.810000 sec): 3 clusters
  Score: Raw -502169.860936 + Penalty 2830.200521 = -499339.660415
  nChanged 1
		SP:Iteration 40F (115563.020000 sec): 3 clusters
  Score: Raw -502170.107174 + Penalty 2830.200521 = -499339.906653
  nChanged 2
		SP:Iteration 41Q (115563.200000 sec): 3 clusters
  Score: Raw -502171.516352 + Penalty 2830.200521 = -499341.315831
  nChanged 5
		SP:Iteration 42Q (115563.370000 sec): 3 clusters
  Score: Raw -502175.626640 + Penalty 2830.200521 = -499345.426119
  nChanged 3
		SP:Iteration 43Q (115563.540000 sec): 3 clusters
  Score: Raw -502177.083241 + Penalty 2830.200521 = -499346.882720
  nChanged 4
		SP:Iteration 44Q (115563.700000 sec): 3 clusters
  Score: Raw -502178.615272 + Penalty 2830.200521 = -499348.414751
  nChanged 3
		SP:Iteration 45Q (115563.870000 sec): 3 clusters
  Score: Raw -502179.981868 + Penalty 2830.200521 = -499349.781346
  nChanged 1
		SP:Iteration 46Q (115564.030000 sec): 3 clusters
  Score: Raw -502180.309880 + Penalty 2830.200521 = -499350.109359
  nChanged 1
		SP:Iteration 47Q (115564.190000 sec): 3 clusters
  Score: Raw -502181.179574 + Penalty 2830.200521 = -499350.979052
  nChanged 3
		SP:Iteration 48Q (115564.360000 sec): 3 clusters
  Score: Raw -502182.849517 + Penalty 2830.200521 = -499352.648996
  nChanged 1
		SP:Iteration 49Q (115564.520000 sec): 3 clusters
  Score: Raw -502183.801733 + Penalty 2830.200521 = -499353.601212
  nChanged 1
		SP:Iteration 50Q (115564.690000 sec): 3 clusters
  Score: Raw -502184.410775 + Penalty 2830.200521 = -499354.210254
  nChanged 1
		SP:Iteration 51Q (115564.860000 sec): 3 clusters
  Score: Raw -502184.921147 + Penalty 2830.200521 = -499354.720626
  nChanged 2
		SP:Iteration 52Q (115565.020000 sec): 3 clusters
  Score: Raw -502185.275201 + Penalty 2830.200521 = -499355.074680
  nChanged 0
		SP:Iteration 53F (115565.180000 sec): 3 clusters
  Score: Raw -502185.275201 + Penalty 2830.200521 = -499355.074680
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 24 (77549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115565.670000 sec): 2 clusters
  Score: Raw -6773722.747233 + Penalty 1829.533107 = -6771893.214126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115566.360000 sec): 3 clusters
  Score: Raw -6723839.799042 + Penalty 3659.066214 = -6720180.732828
  nChanged 36806
		SP:Iteration 1F (115567.000000 sec): 3 clusters
  Score: Raw -6744937.599492 + Penalty 3659.066214 = -6741278.533278
  nChanged 2852
		SP:Iteration 2Q (115567.740000 sec): 3 clusters
  Score: Raw -6745841.188864 + Penalty 3659.066214 = -6742182.122650
  nChanged 3105
		SP:Iteration 3Q (115568.440000 sec): 3 clusters
  Score: Raw -6747043.812944 + Penalty 3659.066214 = -6743384.746730
  nChanged 3458
		SP:Iteration 4Q (115569.200000 sec): 3 clusters
  Score: Raw -6748654.880909 + Penalty 3659.066214 = -6744995.814695
  nChanged 3841
		SP:Iteration 5Q (115569.920000 sec): 3 clusters
  Score: Raw -6750657.933967 + Penalty 3659.066214 = -6746998.867753
  nChanged 4108
		SP:Iteration 6F (115570.550000 sec): 3 clusters
  Score: Raw -6753112.523233 + Penalty 3659.066214 = -6749453.457019
  nChanged 4218
		SP:Iteration 7F (115571.240000 sec): 3 clusters
  Score: Raw -6755739.486228 + Penalty 3659.066214 = -6752080.420014
  nChanged 4191
		SP:Iteration 8F (115571.850000 sec): 3 clusters
  Score: Raw -6758565.929839 + Penalty 3659.066214 = -6754906.863625
  nChanged 4270
		SP:Iteration 9F (115572.490000 sec): 3 clusters
  Score: Raw -6761579.749412 + Penalty 3659.066214 = -6757920.683198
  nChanged 4257
		SP:Iteration 10F (115573.160000 sec): 3 clusters
  Score: Raw -6764655.986887 + Penalty 3659.066214 = -6760996.920673
  nChanged 3884
		SP:Iteration 11F (115573.840000 sec): 3 clusters
  Score: Raw -6767316.100965 + Penalty 3659.066214 = -6763657.034751
  nChanged 3336
		SP:Iteration 12Q (115574.520000 sec): 3 clusters
  Score: Raw -6769494.343036 + Penalty 3659.066214 = -6765835.276822
  nChanged 2657
		SP:Iteration 13Q (115575.200000 sec): 3 clusters
  Score: Raw -6771112.113551 + Penalty 3659.066214 = -6767453.047337
  nChanged 2044
		SP:Iteration 14Q (115575.860000 sec): 3 clusters
  Score: Raw -6772298.212067 + Penalty 3659.066214 = -6768639.145853
  nChanged 1464
		SP:Iteration 15Q (115576.570000 sec): 3 clusters
  Score: Raw -6773073.400022 + Penalty 3659.066214 = -6769414.333808
  nChanged 1048
		SP:Iteration 16Q (115577.290000 sec): 3 clusters
  Score: Raw -6773590.061673 + Penalty 3659.066214 = -6769930.995459
  nChanged 752
		SP:Iteration 17Q (115577.950000 sec): 3 clusters
  Score: Raw -6773951.247374 + Penalty 3659.066214 = -6770292.181160
  nChanged 549
		SP:Iteration 18Q (115578.670000 sec): 3 clusters
  Score: Raw -6774203.730386 + Penalty 3659.066214 = -6770544.664172
  nChanged 393
		SP:Iteration 19Q (115579.350000 sec): 3 clusters
  Score: Raw -6774360.334375 + Penalty 3659.066214 = -6770701.268161
  nChanged 302
		SP:Iteration 20F (115579.990000 sec): 3 clusters
  Score: Raw -6774470.571735 + Penalty 3659.066214 = -6770811.505521
  nChanged 241
		SP:Iteration 21Q (115580.680000 sec): 3 clusters
  Score: Raw -6774558.794022 + Penalty 3659.066214 = -6770899.727809
  nChanged 198
		SP:Iteration 22Q (115581.360000 sec): 3 clusters
  Score: Raw -6774629.994881 + Penalty 3659.066214 = -6770970.928667
  nChanged 142
		SP:Iteration 23Q (115582.040000 sec): 3 clusters
  Score: Raw -6774675.838493 + Penalty 3659.066214 = -6771016.772279
  nChanged 120
		SP:Iteration 24Q (115582.740000 sec): 3 clusters
  Score: Raw -6774712.698669 + Penalty 3659.066214 = -6771053.632455
  nChanged 94
		SP:Iteration 25Q (115583.410000 sec): 3 clusters
  Score: Raw -6774740.926011 + Penalty 3659.066214 = -6771081.859797
  nChanged 76
		SP:Iteration 26Q (115584.110000 sec): 3 clusters
  Score: Raw -6774762.643498 + Penalty 3659.066214 = -6771103.577284
  nChanged 60
		SP:Iteration 27Q (115584.820000 sec): 3 clusters
  Score: Raw -6774775.814248 + Penalty 3659.066214 = -6771116.748034
  nChanged 52
		SP:Iteration 28Q (115585.490000 sec): 3 clusters
  Score: Raw -6774786.447680 + Penalty 3659.066214 = -6771127.381466
  nChanged 49
		SP:Iteration 29Q (115586.200000 sec): 3 clusters
  Score: Raw -6774799.677314 + Penalty 3659.066214 = -6771140.611100
  nChanged 63
		SP:Iteration 30Q (115586.920000 sec): 3 clusters
  Score: Raw -6774819.534068 + Penalty 3659.066214 = -6771160.467854
  nChanged 66
		SP:Iteration 31Q (115587.630000 sec): 3 clusters
  Score: Raw -6774837.892264 + Penalty 3659.066214 = -6771178.826050
  nChanged 61
		SP:Iteration 32Q (115588.340000 sec): 3 clusters
  Score: Raw -6774853.175821 + Penalty 3659.066214 = -6771194.109607
  nChanged 64
		SP:Iteration 33Q (115589.060000 sec): 3 clusters
  Score: Raw -6774870.921492 + Penalty 3659.066214 = -6771211.855278
  nChanged 55
		SP:Iteration 34Q (115589.720000 sec): 3 clusters
  Score: Raw -6774885.027534 + Penalty 3659.066214 = -6771225.961320
  nChanged 47
		SP:Iteration 35Q (115590.440000 sec): 3 clusters
  Score: Raw -6774897.512711 + Penalty 3659.066214 = -6771238.446497
  nChanged 46
		SP:Iteration 36Q (115591.150000 sec): 3 clusters
  Score: Raw -6774908.887586 + Penalty 3659.066214 = -6771249.821372
  nChanged 43
		SP:Iteration 37Q (115591.820000 sec): 3 clusters
  Score: Raw -6774919.425341 + Penalty 3659.066214 = -6771260.359127
  nChanged 44
		SP:Iteration 38Q (115592.510000 sec): 3 clusters
  Score: Raw -6774931.261901 + Penalty 3659.066214 = -6771272.195687
  nChanged 42
		SP:Iteration 39Q (115593.230000 sec): 3 clusters
  Score: Raw -6774945.981971 + Penalty 3659.066214 = -6771286.915757
  nChanged 55
		SP:Iteration 40F (115593.910000 sec): 3 clusters
  Score: Raw -6774961.869470 + Penalty 3659.066214 = -6771302.803256
  nChanged 51
		SP:Iteration 41Q (115594.590000 sec): 3 clusters
  Score: Raw -6774976.324661 + Penalty 3659.066214 = -6771317.258447
  nChanged 53
		SP:Iteration 42Q (115595.270000 sec): 3 clusters
  Score: Raw -6774991.467321 + Penalty 3659.066214 = -6771332.401107
  nChanged 52
		SP:Iteration 43Q (115595.950000 sec): 3 clusters
  Score: Raw -6775005.358692 + Penalty 3659.066214 = -6771346.292478
  nChanged 50
		SP:Iteration 44Q (115596.570000 sec): 3 clusters
  Score: Raw -6775017.912846 + Penalty 3659.066214 = -6771358.846632
  nChanged 48
		SP:Iteration 45Q (115597.240000 sec): 3 clusters
  Score: Raw -6775027.616714 + Penalty 3659.066214 = -6771368.550500
  nChanged 30
		SP:Iteration 46Q (115597.880000 sec): 3 clusters
  Score: Raw -6775033.580364 + Penalty 3659.066214 = -6771374.514150
  nChanged 32
		SP:Iteration 47Q (115598.540000 sec): 3 clusters
  Score: Raw -6775040.437235 + Penalty 3659.066214 = -6771381.371022
  nChanged 33
		SP:Iteration 48Q (115599.150000 sec): 3 clusters
  Score: Raw -6775047.992468 + Penalty 3659.066214 = -6771388.926255
  nChanged 34
		SP:Iteration 49Q (115599.850000 sec): 3 clusters
  Score: Raw -6775055.250474 + Penalty 3659.066214 = -6771396.184260
  nChanged 19
		SP:Iteration 50Q (115600.510000 sec): 3 clusters
  Score: Raw -6775058.266607 + Penalty 3659.066214 = -6771399.200393
  nChanged 16
		SP:Iteration 51Q (115601.180000 sec): 3 clusters
  Score: Raw -6775061.544412 + Penalty 3659.066214 = -6771402.478198
  nChanged 21
		SP:Iteration 52Q (115601.840000 sec): 3 clusters
  Score: Raw -6775065.845826 + Penalty 3659.066214 = -6771406.779612
  nChanged 18
		SP:Iteration 53Q (115602.500000 sec): 3 clusters
  Score: Raw -6775068.685432 + Penalty 3659.066214 = -6771409.619218
  nChanged 20
		SP:Iteration 54Q (115603.150000 sec): 3 clusters
  Score: Raw -6775072.460452 + Penalty 3659.066214 = -6771413.394238
  nChanged 18
		SP:Iteration 55Q (115603.810000 sec): 3 clusters
  Score: Raw -6775075.129914 + Penalty 3659.066214 = -6771416.063700
  nChanged 21
		SP:Iteration 56Q (115604.470000 sec): 3 clusters
  Score: Raw -6775079.248309 + Penalty 3659.066214 = -6771420.182095
  nChanged 18
		SP:Iteration 57Q (115605.140000 sec): 3 clusters
  Score: Raw -6775083.277508 + Penalty 3659.066214 = -6771424.211294
  nChanged 12
		SP:Iteration 58Q (115605.800000 sec): 3 clusters
  Score: Raw -6775085.594836 + Penalty 3659.066214 = -6771426.528622
  nChanged 6
		SP:Iteration 59Q (115606.430000 sec): 3 clusters
  Score: Raw -6775086.193806 + Penalty 3659.066214 = -6771427.127592
  nChanged 2
		SP:Iteration 60F (115607.090000 sec): 3 clusters
  Score: Raw -6775086.518563 + Penalty 3659.066214 = -6771427.452349
  nChanged 5
		SP:Iteration 61Q (115607.750000 sec): 3 clusters
  Score: Raw -6775087.371587 + Penalty 3659.066214 = -6771428.305373
  nChanged 7
		SP:Iteration 62Q (115608.420000 sec): 3 clusters
  Score: Raw -6775088.532339 + Penalty 3659.066214 = -6771429.466125
  nChanged 9
		SP:Iteration 63Q (115609.130000 sec): 3 clusters
  Score: Raw -6775090.770321 + Penalty 3659.066214 = -6771431.704107
  nChanged 8
		SP:Iteration 64Q (115609.770000 sec): 3 clusters
  Score: Raw -6775092.377767 + Penalty 3659.066214 = -6771433.311553
  nChanged 8
		SP:Iteration 65Q (115610.430000 sec): 3 clusters
  Score: Raw -6775093.731402 + Penalty 3659.066214 = -6771434.665188
  nChanged 6
		SP:Iteration 66Q (115611.030000 sec): 3 clusters
  Score: Raw -6775094.415327 + Penalty 3659.066214 = -6771435.349113
  nChanged 0
		SP:Iteration 67F (115611.650000 sec): 3 clusters
  Score: Raw -6775094.415327 + Penalty 3659.066214 = -6771435.349113
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 25 (12382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115611.780000 sec): 2 clusters
  Score: Raw -1105547.122258 + Penalty 1531.399851 = -1104015.722407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115612.000000 sec): 3 clusters
  Score: Raw -1098424.827279 + Penalty 3062.799702 = -1095362.027577
  nChanged 5465
		SP:Iteration 1F (115612.200000 sec): 3 clusters
  Score: Raw -1101337.051463 + Penalty 3062.799702 = -1098274.251760
  nChanged 767
		SP:Iteration 2F (115612.390000 sec): 3 clusters
  Score: Raw -1101716.266402 + Penalty 3062.799702 = -1098653.466700
  nChanged 675
		SP:Iteration 3F (115612.590000 sec): 3 clusters
  Score: Raw -1102044.290353 + Penalty 3062.799702 = -1098981.490651
  nChanged 617
		SP:Iteration 4Q (115612.800000 sec): 3 clusters
  Score: Raw -1102379.144458 + Penalty 3062.799702 = -1099316.344755
  nChanged 631
		SP:Iteration 5F (115612.990000 sec): 3 clusters
  Score: Raw -1102787.096713 + Penalty 3062.799702 = -1099724.297011
  nChanged 663
		SP:Iteration 6F (115613.190000 sec): 3 clusters
  Score: Raw -1103243.997437 + Penalty 3062.799702 = -1100181.197735
  nChanged 650
		SP:Iteration 7F (115613.460000 sec): 3 clusters
  Score: Raw -1103657.651314 + Penalty 3062.799702 = -1100594.851612
  nChanged 600
		SP:Iteration 8Q (115613.680000 sec): 3 clusters
  Score: Raw -1104025.743732 + Penalty 3062.799702 = -1100962.944030
  nChanged 589
		SP:Iteration 9Q (115613.920000 sec): 3 clusters
  Score: Raw -1104423.213949 + Penalty 3062.799702 = -1101360.414246
  nChanged 571
		SP:Iteration 10Q (115614.160000 sec): 3 clusters
  Score: Raw -1104774.330593 + Penalty 3062.799702 = -1101711.530891
  nChanged 429
		SP:Iteration 11Q (115614.370000 sec): 3 clusters
  Score: Raw -1104995.828783 + Penalty 3062.799702 = -1101933.029080
  nChanged 335
		SP:Iteration 12Q (115614.560000 sec): 3 clusters
  Score: Raw -1105150.219202 + Penalty 3062.799702 = -1102087.419500
  nChanged 259
		SP:Iteration 13Q (115614.760000 sec): 3 clusters
  Score: Raw -1105242.783089 + Penalty 3062.799702 = -1102179.983387
  nChanged 183
		SP:Iteration 14Q (115615.030000 sec): 3 clusters
  Score: Raw -1105301.104970 + Penalty 3062.799702 = -1102238.305268
  nChanged 143
		SP:Iteration 15Q (115615.200000 sec): 3 clusters
  Score: Raw -1105339.483270 + Penalty 3062.799702 = -1102276.683568
  nChanged 118
		SP:Iteration 16Q (115615.430000 sec): 3 clusters
  Score: Raw -1105370.931450 + Penalty 3062.799702 = -1102308.131747
  nChanged 107
		SP:Iteration 17Q (115615.630000 sec): 3 clusters
  Score: Raw -1105402.697059 + Penalty 3062.799702 = -1102339.897356
  nChanged 102
		SP:Iteration 18Q (115615.840000 sec): 3 clusters
  Score: Raw -1105427.131194 + Penalty 3062.799702 = -1102364.331491
  nChanged 101
		SP:Iteration 19Q (115616.080000 sec): 3 clusters
  Score: Raw -1105450.576508 + Penalty 3062.799702 = -1102387.776806
  nChanged 89
		SP:Iteration 20F (115616.280000 sec): 3 clusters
  Score: Raw -1105469.446946 + Penalty 3062.799702 = -1102406.647244
  nChanged 82
		SP:Iteration 21Q (115616.560000 sec): 3 clusters
  Score: Raw -1105489.219124 + Penalty 3062.799702 = -1102426.419422
  nChanged 86
		SP:Iteration 22Q (115616.720000 sec): 3 clusters
  Score: Raw -1105509.833433 + Penalty 3062.799702 = -1102447.033730
  nChanged 92
		SP:Iteration 23Q (115616.990000 sec): 3 clusters
  Score: Raw -1105532.631732 + Penalty 3062.799702 = -1102469.832030
  nChanged 79
		SP:Iteration 24Q (115617.200000 sec): 3 clusters
  Score: Raw -1105552.309126 + Penalty 3062.799702 = -1102489.509423
  nChanged 88
		SP:Iteration 25Q (115617.410000 sec): 3 clusters
  Score: Raw -1105574.326363 + Penalty 3062.799702 = -1102511.526660
  nChanged 87
		SP:Iteration 26Q (115617.620000 sec): 3 clusters
  Score: Raw -1105596.857793 + Penalty 3062.799702 = -1102534.058091
  nChanged 90
		SP:Iteration 27Q (115617.820000 sec): 3 clusters
  Score: Raw -1105619.719773 + Penalty 3062.799702 = -1102556.920071
  nChanged 79
		SP:Iteration 28Q (115618.030000 sec): 3 clusters
  Score: Raw -1105639.845427 + Penalty 3062.799702 = -1102577.045725
  nChanged 80
		SP:Iteration 29Q (115618.220000 sec): 3 clusters
  Score: Raw -1105663.383013 + Penalty 3062.799702 = -1102600.583311
  nChanged 94
		SP:Iteration 30Q (115618.470000 sec): 3 clusters
  Score: Raw -1105691.520913 + Penalty 3062.799702 = -1102628.721211
  nChanged 105
		SP:Iteration 31Q (115618.680000 sec): 3 clusters
  Score: Raw -1105727.441933 + Penalty 3062.799702 = -1102664.642231
  nChanged 97
		SP:Iteration 32Q (115618.890000 sec): 3 clusters
  Score: Raw -1105759.375912 + Penalty 3062.799702 = -1102696.576209
  nChanged 98
		SP:Iteration 33Q (115619.100000 sec): 3 clusters
  Score: Raw -1105789.825195 + Penalty 3062.799702 = -1102727.025492
  nChanged 86
		SP:Iteration 34Q (115619.340000 sec): 3 clusters
  Score: Raw -1105818.383616 + Penalty 3062.799702 = -1102755.583913
  nChanged 90
		SP:Iteration 35Q (115619.540000 sec): 3 clusters
  Score: Raw -1105844.075979 + Penalty 3062.799702 = -1102781.276277
  nChanged 73
		SP:Iteration 36Q (115619.730000 sec): 3 clusters
  Score: Raw -1105860.499961 + Penalty 3062.799702 = -1102797.700259
  nChanged 58
		SP:Iteration 37Q (115619.900000 sec): 3 clusters
  Score: Raw -1105875.040964 + Penalty 3062.799702 = -1102812.241262
  nChanged 62
		SP:Iteration 38Q (115620.080000 sec): 3 clusters
  Score: Raw -1105888.891650 + Penalty 3062.799702 = -1102826.091947
  nChanged 61
		SP:Iteration 39Q (115620.250000 sec): 3 clusters
  Score: Raw -1105902.771735 + Penalty 3062.799702 = -1102839.972032
  nChanged 55
		SP:Iteration 40F (115620.530000 sec): 3 clusters
  Score: Raw -1105914.491573 + Penalty 3062.799702 = -1102851.691871
  nChanged 61
		SP:Iteration 41Q (115620.690000 sec): 3 clusters
  Score: Raw -1105926.139947 + Penalty 3062.799702 = -1102863.340245
  nChanged 40
		SP:Iteration 42Q (115620.890000 sec): 3 clusters
  Score: Raw -1105933.318237 + Penalty 3062.799702 = -1102870.518535
  nChanged 40
		SP:Iteration 43Q (115621.100000 sec): 3 clusters
  Score: Raw -1105940.786783 + Penalty 3062.799702 = -1102877.987081
  nChanged 36
		SP:Iteration 44Q (115621.300000 sec): 3 clusters
  Score: Raw -1105946.745645 + Penalty 3062.799702 = -1102883.945943
  nChanged 35
		SP:Iteration 45Q (115621.510000 sec): 3 clusters
  Score: Raw -1105952.204892 + Penalty 3062.799702 = -1102889.405190
  nChanged 27
		SP:Iteration 46Q (115621.710000 sec): 3 clusters
  Score: Raw -1105956.774721 + Penalty 3062.799702 = -1102893.975018
  nChanged 34
		SP:Iteration 47Q (115621.960000 sec): 3 clusters
  Score: Raw -1105961.951524 + Penalty 3062.799702 = -1102899.151821
  nChanged 36
		SP:Iteration 48Q (115622.200000 sec): 3 clusters
  Score: Raw -1105967.545699 + Penalty 3062.799702 = -1102904.745997
  nChanged 30
		SP:Iteration 49Q (115622.460000 sec): 3 clusters
  Score: Raw -1105971.892115 + Penalty 3062.799702 = -1102909.092412
  nChanged 24
		SP:Iteration 50Q (115622.620000 sec): 3 clusters
  Score: Raw -1105976.045351 + Penalty 3062.799702 = -1102913.245649
  nChanged 31
		SP:Iteration 51Q (115622.820000 sec): 3 clusters
  Score: Raw -1105980.948168 + Penalty 3062.799702 = -1102918.148465
  nChanged 32
		SP:Iteration 52Q (115623.070000 sec): 3 clusters
  Score: Raw -1105984.941773 + Penalty 3062.799702 = -1102922.142071
  nChanged 22
		SP:Iteration 53Q (115623.280000 sec): 3 clusters
  Score: Raw -1105988.093702 + Penalty 3062.799702 = -1102925.293999
  nChanged 21
		SP:Iteration 54Q (115623.480000 sec): 3 clusters
  Score: Raw -1105990.994723 + Penalty 3062.799702 = -1102928.195021
  nChanged 12
		SP:Iteration 55Q (115623.680000 sec): 3 clusters
  Score: Raw -1105992.612699 + Penalty 3062.799702 = -1102929.812997
  nChanged 15
		SP:Iteration 56Q (115623.870000 sec): 3 clusters
  Score: Raw -1105994.317086 + Penalty 3062.799702 = -1102931.517384
  nChanged 13
		SP:Iteration 57Q (115624.060000 sec): 3 clusters
  Score: Raw -1105995.674179 + Penalty 3062.799702 = -1102932.874477
  nChanged 11
		SP:Iteration 58Q (115624.260000 sec): 3 clusters
  Score: Raw -1105997.298805 + Penalty 3062.799702 = -1102934.499103
  nChanged 12
		SP:Iteration 59Q (115624.430000 sec): 3 clusters
  Score: Raw -1105998.746681 + Penalty 3062.799702 = -1102935.946979
  nChanged 3
		SP:Iteration 60F (115624.620000 sec): 3 clusters
  Score: Raw -1105998.954737 + Penalty 3062.799702 = -1102936.155034
  nChanged 3
		SP:Iteration 61Q (115624.840000 sec): 3 clusters
  Score: Raw -1105999.150345 + Penalty 3062.799702 = -1102936.350643
  nChanged 1
		SP:Iteration 62Q (115625.040000 sec): 3 clusters
  Score: Raw -1105999.225727 + Penalty 3062.799702 = -1102936.426025
  nChanged 2
		SP:Iteration 63Q (115625.260000 sec): 3 clusters
  Score: Raw -1105999.457446 + Penalty 3062.799702 = -1102936.657744
  nChanged 2
		SP:Iteration 64Q (115625.460000 sec): 3 clusters
  Score: Raw -1105999.891776 + Penalty 3062.799702 = -1102937.092073
  nChanged 3
		SP:Iteration 65Q (115625.730000 sec): 3 clusters
  Score: Raw -1106000.175674 + Penalty 3062.799702 = -1102937.375972
  nChanged 5
		SP:Iteration 66Q (115625.970000 sec): 3 clusters
  Score: Raw -1106000.963201 + Penalty 3062.799702 = -1102938.163498
  nChanged 8
		SP:Iteration 67Q (115626.240000 sec): 3 clusters
  Score: Raw -1106001.591395 + Penalty 3062.799702 = -1102938.791693
  nChanged 8
		SP:Iteration 68Q (115626.380000 sec): 3 clusters
  Score: Raw -1106002.182745 + Penalty 3062.799702 = -1102939.383042
  nChanged 4
		SP:Iteration 69Q (115626.570000 sec): 3 clusters
  Score: Raw -1106002.580305 + Penalty 3062.799702 = -1102939.780603
  nChanged 0
		SP:Iteration 70F (115626.750000 sec): 3 clusters
  Score: Raw -1106002.580305 + Penalty 3062.799702 = -1102939.780603
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 26 (53410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115627.140000 sec): 2 clusters
  Score: Raw -4632294.171983 + Penalty 1768.934907 = -4630525.237076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115627.640000 sec): 3 clusters
  Score: Raw -4598430.301797 + Penalty 3537.869814 = -4594892.431983
  nChanged 25147
		SP:Iteration 1F (115628.170000 sec): 3 clusters
  Score: Raw -4612958.495536 + Penalty 3537.869814 = -4609420.625722
  nChanged 2701
		SP:Iteration 2F (115628.690000 sec): 3 clusters
  Score: Raw -4614093.762665 + Penalty 3537.869814 = -4610555.892851
  nChanged 3283
		SP:Iteration 3F (115629.170000 sec): 3 clusters
  Score: Raw -4615915.296193 + Penalty 3537.869814 = -4612377.426379
  nChanged 3963
		SP:Iteration 4F (115629.670000 sec): 3 clusters
  Score: Raw -4618525.399696 + Penalty 3537.869814 = -4614987.529882
  nChanged 4045
		SP:Iteration 5F (115630.190000 sec): 3 clusters
  Score: Raw -4621420.594631 + Penalty 3537.869814 = -4617882.724817
  nChanged 3820
		SP:Iteration 6F (115630.710000 sec): 3 clusters
  Score: Raw -4624315.887361 + Penalty 3537.869814 = -4620778.017547
  nChanged 3217
		SP:Iteration 7F (115631.240000 sec): 3 clusters
  Score: Raw -4626841.298177 + Penalty 3537.869814 = -4623303.428364
  nChanged 2518
		SP:Iteration 8Q (115631.800000 sec): 3 clusters
  Score: Raw -4628956.835698 + Penalty 3537.869814 = -4625418.965884
  nChanged 1916
		SP:Iteration 9Q (115632.340000 sec): 3 clusters
  Score: Raw -4630596.144412 + Penalty 3537.869814 = -4627058.274598
  nChanged 1199
		SP:Iteration 10Q (115632.880000 sec): 3 clusters
  Score: Raw -4631539.975364 + Penalty 3537.869814 = -4628002.105551
  nChanged 667
		SP:Iteration 11Q (115633.420000 sec): 3 clusters
  Score: Raw -4632027.937923 + Penalty 3537.869814 = -4628490.068109
  nChanged 357
		SP:Iteration 12Q (115633.960000 sec): 3 clusters
  Score: Raw -4632263.863475 + Penalty 3537.869814 = -4628725.993661
  nChanged 196
		SP:Iteration 13Q (115634.440000 sec): 3 clusters
  Score: Raw -4632397.627013 + Penalty 3537.869814 = -4628859.757199
  nChanged 122
		SP:Iteration 14Q (115634.970000 sec): 3 clusters
  Score: Raw -4632486.419872 + Penalty 3537.869814 = -4628948.550058
  nChanged 75
		SP:Iteration 15Q (115635.490000 sec): 3 clusters
  Score: Raw -4632529.322435 + Penalty 3537.869814 = -4628991.452621
  nChanged 39
		SP:Iteration 16Q (115635.980000 sec): 3 clusters
  Score: Raw -4632549.592729 + Penalty 3537.869814 = -4629011.722915
  nChanged 26
		SP:Iteration 17Q (115636.500000 sec): 3 clusters
  Score: Raw -4632566.397380 + Penalty 3537.869814 = -4629028.527566
  nChanged 23
		SP:Iteration 18Q (115637.030000 sec): 3 clusters
  Score: Raw -4632581.567821 + Penalty 3537.869814 = -4629043.698007
  nChanged 17
		SP:Iteration 19Q (115637.570000 sec): 3 clusters
  Score: Raw -4632592.974960 + Penalty 3537.869814 = -4629055.105146
  nChanged 19
		SP:Iteration 20F (115638.110000 sec): 3 clusters
  Score: Raw -4632604.674130 + Penalty 3537.869814 = -4629066.804316
  nChanged 13
		SP:Iteration 21Q (115638.640000 sec): 3 clusters
  Score: Raw -4632614.015372 + Penalty 3537.869814 = -4629076.145558
  nChanged 12
		SP:Iteration 22Q (115639.180000 sec): 3 clusters
  Score: Raw -4632619.760130 + Penalty 3537.869814 = -4629081.890316
  nChanged 11
		SP:Iteration 23Q (115639.710000 sec): 3 clusters
  Score: Raw -4632626.202982 + Penalty 3537.869814 = -4629088.333169
  nChanged 10
		SP:Iteration 24Q (115640.250000 sec): 3 clusters
  Score: Raw -4632634.620982 + Penalty 3537.869814 = -4629096.751169
  nChanged 6
		SP:Iteration 25Q (115640.780000 sec): 3 clusters
  Score: Raw -4632638.173539 + Penalty 3537.869814 = -4629100.303725
  nChanged 5
		SP:Iteration 26Q (115641.310000 sec): 3 clusters
  Score: Raw -4632641.949819 + Penalty 3537.869814 = -4629104.080006
  nChanged 6
		SP:Iteration 27Q (115641.850000 sec): 3 clusters
  Score: Raw -4632645.304200 + Penalty 3537.869814 = -4629107.434386
  nChanged 3
		SP:Iteration 28Q (115642.390000 sec): 3 clusters
  Score: Raw -4632646.777282 + Penalty 3537.869814 = -4629108.907468
  nChanged 3
		SP:Iteration 29Q (115642.930000 sec): 3 clusters
  Score: Raw -4632647.812109 + Penalty 3537.869814 = -4629109.942295
  nChanged 2
		SP:Iteration 30Q (115643.460000 sec): 3 clusters
  Score: Raw -4632648.853748 + Penalty 3537.869814 = -4629110.983934
  nChanged 0
		SP:Iteration 31F (115644.000000 sec): 3 clusters
  Score: Raw -4632648.853748 + Penalty 3537.869814 = -4629110.983934
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 27 (149373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115644.810000 sec): 2 clusters
  Score: Raw -12770832.505549 + Penalty 1936.057795 = -12768896.447754
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115645.960000 sec): 3 clusters
  Score: Raw -12672428.269711 + Penalty 3872.115589 = -12668556.154121
  nChanged 71939
		SP:Iteration 1F (115647.090000 sec): 3 clusters
  Score: Raw -12714649.458677 + Penalty 3872.115589 = -12710777.343088
  nChanged 4318
		SP:Iteration 2Q (115648.350000 sec): 3 clusters
  Score: Raw -12715533.722747 + Penalty 3872.115589 = -12711661.607158
  nChanged 4320
		SP:Iteration 3Q (115649.580000 sec): 3 clusters
  Score: Raw -12716462.343885 + Penalty 3872.115589 = -12712590.228296
  nChanged 4487
		SP:Iteration 4Q (115650.850000 sec): 3 clusters
  Score: Raw -12717502.672952 + Penalty 3872.115589 = -12713630.557363
  nChanged 4686
		SP:Iteration 5Q (115652.040000 sec): 3 clusters
  Score: Raw -12718711.667695 + Penalty 3872.115589 = -12714839.552106
  nChanged 4964
		SP:Iteration 6Q (115653.260000 sec): 3 clusters
  Score: Raw -12720194.258962 + Penalty 3872.115589 = -12716322.143373
  nChanged 5409
		SP:Iteration 7Q (115654.500000 sec): 3 clusters
  Score: Raw -12722085.280350 + Penalty 3872.115589 = -12718213.164761
  nChanged 6100
		SP:Iteration 8Q (115655.730000 sec): 3 clusters
  Score: Raw -12724592.013725 + Penalty 3872.115589 = -12720719.898136
  nChanged 6886
		SP:Iteration 9Q (115657.000000 sec): 3 clusters
  Score: Raw -12727933.578336 + Penalty 3872.115589 = -12724061.462747
  nChanged 7579
		SP:Iteration 10F (115658.050000 sec): 3 clusters
  Score: Raw -12732188.240213 + Penalty 3872.115589 = -12728316.124624
  nChanged 8191
		SP:Iteration 11F (115659.100000 sec): 3 clusters
  Score: Raw -12737293.927556 + Penalty 3872.115589 = -12733421.811966
  nChanged 8528
		SP:Iteration 12F (115660.180000 sec): 3 clusters
  Score: Raw -12742990.544986 + Penalty 3872.115589 = -12739118.429397
  nChanged 8165
		SP:Iteration 13F (115661.330000 sec): 3 clusters
  Score: Raw -12748607.571758 + Penalty 3872.115589 = -12744735.456169
  nChanged 7405
		SP:Iteration 14Q (115662.530000 sec): 3 clusters
  Score: Raw -12753746.598153 + Penalty 3872.115589 = -12749874.482564
  nChanged 6534
		SP:Iteration 15Q (115663.690000 sec): 3 clusters
  Score: Raw -12758465.445140 + Penalty 3872.115589 = -12754593.329551
  nChanged 5467
		SP:Iteration 16Q (115664.820000 sec): 3 clusters
  Score: Raw -12762547.021219 + Penalty 3872.115589 = -12758674.905630
  nChanged 4376
		SP:Iteration 17Q (115665.950000 sec): 3 clusters
  Score: Raw -12765916.062252 + Penalty 3872.115589 = -12762043.946663
  nChanged 3017
		SP:Iteration 18Q (115667.000000 sec): 3 clusters
  Score: Raw -12768183.957895 + Penalty 3872.115589 = -12764311.842306
  nChanged 1818
		SP:Iteration 19Q (115668.060000 sec): 3 clusters
  Score: Raw -12769474.881632 + Penalty 3872.115589 = -12765602.766043
  nChanged 1004
		SP:Iteration 20F (115669.110000 sec): 3 clusters
  Score: Raw -12770176.531923 + Penalty 3872.115589 = -12766304.416334
  nChanged 531
		SP:Iteration 21Q (115670.180000 sec): 3 clusters
  Score: Raw -12770548.881283 + Penalty 3872.115589 = -12766676.765694
  nChanged 313
		SP:Iteration 22Q (115671.310000 sec): 3 clusters
  Score: Raw -12770777.733688 + Penalty 3872.115589 = -12766905.618099
  nChanged 174
		SP:Iteration 23Q (115672.470000 sec): 3 clusters
  Score: Raw -12770911.124129 + Penalty 3872.115589 = -12767039.008540
  nChanged 87
		SP:Iteration 24Q (115673.630000 sec): 3 clusters
  Score: Raw -12770972.897704 + Penalty 3872.115589 = -12767100.782115
  nChanged 52
		SP:Iteration 25Q (115674.730000 sec): 3 clusters
  Score: Raw -12771011.657658 + Penalty 3872.115589 = -12767139.542069
  nChanged 40
		SP:Iteration 26Q (115675.830000 sec): 3 clusters
  Score: Raw -12771042.417451 + Penalty 3872.115589 = -12767170.301862
  nChanged 27
		SP:Iteration 27Q (115677.020000 sec): 3 clusters
  Score: Raw -12771061.375527 + Penalty 3872.115589 = -12767189.259938
  nChanged 24
		SP:Iteration 28Q (115678.180000 sec): 3 clusters
  Score: Raw -12771078.264246 + Penalty 3872.115589 = -12767206.148657
  nChanged 14
		SP:Iteration 29Q (115679.330000 sec): 3 clusters
  Score: Raw -12771088.963664 + Penalty 3872.115589 = -12767216.848075
  nChanged 8
		SP:Iteration 30Q (115680.490000 sec): 3 clusters
  Score: Raw -12771095.240723 + Penalty 3872.115589 = -12767223.125134
  nChanged 9
		SP:Iteration 31Q (115681.670000 sec): 3 clusters
  Score: Raw -12771102.132531 + Penalty 3872.115589 = -12767230.016942
  nChanged 9
		SP:Iteration 32Q (115682.810000 sec): 3 clusters
  Score: Raw -12771111.808002 + Penalty 3872.115589 = -12767239.692413
  nChanged 12
		SP:Iteration 33Q (115684.010000 sec): 3 clusters
  Score: Raw -12771122.516395 + Penalty 3872.115589 = -12767250.400806
  nChanged 8
		SP:Iteration 34Q (115685.180000 sec): 3 clusters
  Score: Raw -12771129.573880 + Penalty 3872.115589 = -12767257.458290
  nChanged 8
		SP:Iteration 35Q (115686.370000 sec): 3 clusters
  Score: Raw -12771136.735537 + Penalty 3872.115589 = -12767264.619948
  nChanged 8
		SP:Iteration 36Q (115687.590000 sec): 3 clusters
  Score: Raw -12771142.510487 + Penalty 3872.115589 = -12767270.394898
  nChanged 5
		SP:Iteration 37Q (115688.780000 sec): 3 clusters
  Score: Raw -12771146.075442 + Penalty 3872.115589 = -12767273.959853
  nChanged 2
		SP:Iteration 38Q (115689.980000 sec): 3 clusters
  Score: Raw -12771147.121122 + Penalty 3872.115589 = -12767275.005533
  nChanged 2
		SP:Iteration 39Q (115691.160000 sec): 3 clusters
  Score: Raw -12771149.918038 + Penalty 3872.115589 = -12767277.802449
  nChanged 2
		SP:Iteration 40F (115692.250000 sec): 3 clusters
  Score: Raw -12771151.575427 + Penalty 3872.115589 = -12767279.459838
  nChanged 2
		SP:Iteration 41Q (115693.390000 sec): 3 clusters
  Score: Raw -12771152.384171 + Penalty 3872.115589 = -12767280.268582
  nChanged 1
		SP:Iteration 42Q (115694.560000 sec): 3 clusters
  Score: Raw -12771153.032643 + Penalty 3872.115589 = -12767280.917054
  nChanged 1
		SP:Iteration 43Q (115695.720000 sec): 3 clusters
  Score: Raw -12771155.062542 + Penalty 3872.115589 = -12767282.946953
  nChanged 1
		SP:Iteration 44Q (115696.900000 sec): 3 clusters
  Score: Raw -12771155.435382 + Penalty 3872.115589 = -12767283.319793
  nChanged 1
		SP:Iteration 45Q (115698.080000 sec): 3 clusters
  Score: Raw -12771155.692266 + Penalty 3872.115589 = -12767283.576677
  nChanged 0
		SP:Iteration 46F (115699.270000 sec): 3 clusters
  Score: Raw -12771155.692266 + Penalty 3872.115589 = -12767283.576677
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 28 (6269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115699.380000 sec): 2 clusters
  Score: Raw -523432.792965 + Penalty 1420.797971 = -522011.994994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115699.590000 sec): 3 clusters
  Score: Raw -520151.721718 + Penalty 2841.595943 = -517310.125775
  nChanged 2599
		SP:Iteration 1F (115699.760000 sec): 3 clusters
  Score: Raw -521668.832094 + Penalty 2841.595943 = -518827.236151
  nChanged 515
		SP:Iteration 2F (115699.920000 sec): 3 clusters
  Score: Raw -522020.145355 + Penalty 2841.595943 = -519178.549413
  nChanged 425
		SP:Iteration 3F (115700.080000 sec): 3 clusters
  Score: Raw -522307.073421 + Penalty 2841.595943 = -519465.477478
  nChanged 359
		SP:Iteration 4F (115700.250000 sec): 3 clusters
  Score: Raw -522561.418589 + Penalty 2841.595943 = -519719.822646
  nChanged 340
		SP:Iteration 5F (115700.440000 sec): 3 clusters
  Score: Raw -522795.642519 + Penalty 2841.595943 = -519954.046577
  nChanged 290
		SP:Iteration 6Q (115700.610000 sec): 3 clusters
  Score: Raw -522959.851755 + Penalty 2841.595943 = -520118.255812
  nChanged 243
		SP:Iteration 7Q (115700.740000 sec): 3 clusters
  Score: Raw -523088.617043 + Penalty 2841.595943 = -520247.021101
  nChanged 193
		SP:Iteration 8Q (115700.910000 sec): 3 clusters
  Score: Raw -523190.938909 + Penalty 2841.595943 = -520349.342967
  nChanged 161
		SP:Iteration 9Q (115701.080000 sec): 3 clusters
  Score: Raw -523273.773650 + Penalty 2841.595943 = -520432.177708
  nChanged 153
		SP:Iteration 10Q (115701.240000 sec): 3 clusters
  Score: Raw -523349.190345 + Penalty 2841.595943 = -520507.594402
  nChanged 135
		SP:Iteration 11Q (115701.400000 sec): 3 clusters
  Score: Raw -523410.379174 + Penalty 2841.595943 = -520568.783231
  nChanged 122
		SP:Iteration 12Q (115701.560000 sec): 3 clusters
  Score: Raw -523483.946679 + Penalty 2841.595943 = -520642.350737
  nChanged 123
		SP:Iteration 13Q (115701.740000 sec): 3 clusters
  Score: Raw -523548.785379 + Penalty 2841.595943 = -520707.189437
  nChanged 103
		SP:Iteration 14Q (115701.920000 sec): 3 clusters
  Score: Raw -523615.427338 + Penalty 2841.595943 = -520773.831395
  nChanged 123
		SP:Iteration 15Q (115702.070000 sec): 3 clusters
  Score: Raw -523700.987715 + Penalty 2841.595943 = -520859.391772
  nChanged 121
		SP:Iteration 16Q (115702.220000 sec): 3 clusters
  Score: Raw -523784.481117 + Penalty 2841.595943 = -520942.885174
  nChanged 111
		SP:Iteration 17Q (115702.370000 sec): 3 clusters
  Score: Raw -523868.323717 + Penalty 2841.595943 = -521026.727774
  nChanged 104
		SP:Iteration 18Q (115702.530000 sec): 3 clusters
  Score: Raw -523977.453767 + Penalty 2841.595943 = -521135.857824
  nChanged 112
		SP:Iteration 19Q (115702.680000 sec): 3 clusters
  Score: Raw -524145.659932 + Penalty 2841.595943 = -521304.063990
  nChanged 105
		SP:Iteration 20F (115702.840000 sec): 3 clusters
  Score: Raw -524321.249622 + Penalty 2841.595943 = -521479.653679
  nChanged 82
		SP:Iteration 21Q (115703.040000 sec): 3 clusters
  Score: Raw -524437.194036 + Penalty 2841.595943 = -521595.598094
  nChanged 71
		SP:Iteration 22Q (115703.210000 sec): 3 clusters
  Score: Raw -524498.565272 + Penalty 2841.595943 = -521656.969329
  nChanged 44
		SP:Iteration 23Q (115703.380000 sec): 3 clusters
  Score: Raw -524529.601393 + Penalty 2841.595943 = -521688.005450
  nChanged 34
		SP:Iteration 24Q (115703.540000 sec): 3 clusters
  Score: Raw -524548.089383 + Penalty 2841.595943 = -521706.493440
  nChanged 18
		SP:Iteration 25Q (115703.700000 sec): 3 clusters
  Score: Raw -524552.433071 + Penalty 2841.595943 = -521710.837129
  nChanged 5
		SP:Iteration 26Q (115703.850000 sec): 3 clusters
  Score: Raw -524553.832798 + Penalty 2841.595943 = -521712.236856
  nChanged 2
		SP:Iteration 27Q (115704.000000 sec): 3 clusters
  Score: Raw -524554.472558 + Penalty 2841.595943 = -521712.876616
  nChanged 3
		SP:Iteration 28Q (115704.150000 sec): 3 clusters
  Score: Raw -524555.505260 + Penalty 2841.595943 = -521713.909317
  nChanged 3
		SP:Iteration 29Q (115704.310000 sec): 3 clusters
  Score: Raw -524555.896689 + Penalty 2841.595943 = -521714.300746
  nChanged 2
		SP:Iteration 30Q (115704.470000 sec): 3 clusters
  Score: Raw -524556.827095 + Penalty 2841.595943 = -521715.231152
  nChanged 2
		SP:Iteration 31Q (115704.640000 sec): 3 clusters
  Score: Raw -524557.080654 + Penalty 2841.595943 = -521715.484711
  nChanged 1
		SP:Iteration 32Q (115704.810000 sec): 3 clusters
  Score: Raw -524557.417848 + Penalty 2841.595943 = -521715.821905
  nChanged 0
		SP:Iteration 33F (115704.970000 sec): 3 clusters
  Score: Raw -524557.417848 + Penalty 2841.595943 = -521715.821905
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 29 (3652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115705.090000 sec): 2 clusters
  Score: Raw -285794.794814 + Penalty 1332.992414 = -284461.802400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115705.270000 sec): 3 clusters
  Score: Raw -284022.893491 + Penalty 2665.984829 = -281356.908663
  nChanged 1426
		SP:Iteration 1F (115705.440000 sec): 3 clusters
  Score: Raw -284944.199912 + Penalty 2665.984829 = -282278.215084
  nChanged 337
		SP:Iteration 2F (115705.620000 sec): 3 clusters
  Score: Raw -285187.854478 + Penalty 2665.984829 = -282521.869649
  nChanged 214
		SP:Iteration 3F (115705.790000 sec): 3 clusters
  Score: Raw -285355.039619 + Penalty 2665.984829 = -282689.054791
  nChanged 203
		SP:Iteration 4F (115705.950000 sec): 3 clusters
  Score: Raw -285537.751020 + Penalty 2665.984829 = -282871.766191
  nChanged 186
		SP:Iteration 5F (115706.110000 sec): 3 clusters
  Score: Raw -285687.524054 + Penalty 2665.984829 = -283021.539225
  nChanged 156
		SP:Iteration 6Q (115706.270000 sec): 3 clusters
  Score: Raw -285812.645848 + Penalty 2665.984829 = -283146.661019
  nChanged 153
		SP:Iteration 7Q (115706.430000 sec): 3 clusters
  Score: Raw -285924.418118 + Penalty 2665.984829 = -283258.433290
  nChanged 112
		SP:Iteration 8Q (115706.590000 sec): 3 clusters
  Score: Raw -285999.582743 + Penalty 2665.984829 = -283333.597915
  nChanged 92
		SP:Iteration 9Q (115706.750000 sec): 3 clusters
  Score: Raw -286073.787229 + Penalty 2665.984829 = -283407.802401
  nChanged 104
		SP:Iteration 10Q (115706.910000 sec): 3 clusters
  Score: Raw -286145.294090 + Penalty 2665.984829 = -283479.309262
  nChanged 78
		SP:Iteration 11Q (115707.070000 sec): 3 clusters
  Score: Raw -286199.115258 + Penalty 2665.984829 = -283533.130429
  nChanged 66
		SP:Iteration 12Q (115707.230000 sec): 3 clusters
  Score: Raw -286245.498151 + Penalty 2665.984829 = -283579.513323
  nChanged 57
		SP:Iteration 13Q (115707.390000 sec): 3 clusters
  Score: Raw -286271.801916 + Penalty 2665.984829 = -283605.817088
  nChanged 42
		SP:Iteration 14Q (115707.550000 sec): 3 clusters
  Score: Raw -286292.566249 + Penalty 2665.984829 = -283626.581420
  nChanged 35
		SP:Iteration 15Q (115707.710000 sec): 3 clusters
  Score: Raw -286310.122454 + Penalty 2665.984829 = -283644.137625
  nChanged 38
		SP:Iteration 16Q (115707.870000 sec): 3 clusters
  Score: Raw -286327.057950 + Penalty 2665.984829 = -283661.073122
  nChanged 28
		SP:Iteration 17Q (115708.030000 sec): 3 clusters
  Score: Raw -286343.497989 + Penalty 2665.984829 = -283677.513161
  nChanged 35
		SP:Iteration 18Q (115708.200000 sec): 3 clusters
  Score: Raw -286366.191474 + Penalty 2665.984829 = -283700.206646
  nChanged 39
		SP:Iteration 19Q (115708.360000 sec): 3 clusters
  Score: Raw -286391.368788 + Penalty 2665.984829 = -283725.383959
  nChanged 38
		SP:Iteration 20F (115708.510000 sec): 3 clusters
  Score: Raw -286420.469262 + Penalty 2665.984829 = -283754.484433
  nChanged 43
		SP:Iteration 21Q (115708.570000 sec): 3 clusters
  Score: Raw -286445.642784 + Penalty 2665.984829 = -283779.657956
  nChanged 33
		SP:Iteration 22Q (115708.650000 sec): 3 clusters
  Score: Raw -286468.306992 + Penalty 2665.984829 = -283802.322163
  nChanged 30
		SP:Iteration 23Q (115708.720000 sec): 3 clusters
  Score: Raw -286490.367577 + Penalty 2665.984829 = -283824.382749
  nChanged 35
		SP:Iteration 24Q (115708.790000 sec): 3 clusters
  Score: Raw -286514.915624 + Penalty 2665.984829 = -283848.930796
  nChanged 39
		SP:Iteration 25Q (115708.870000 sec): 3 clusters
  Score: Raw -286550.717598 + Penalty 2665.984829 = -283884.732769
  nChanged 40
		SP:Iteration 26Q (115708.950000 sec): 3 clusters
  Score: Raw -286587.240270 + Penalty 2665.984829 = -283921.255442
  nChanged 20
		SP:Iteration 27Q (115709.100000 sec): 3 clusters
  Score: Raw -286599.760513 + Penalty 2665.984829 = -283933.775684
  nChanged 18
		SP:Iteration 28Q (115709.270000 sec): 3 clusters
  Score: Raw -286609.142934 + Penalty 2665.984829 = -283943.158106
  nChanged 14
		SP:Iteration 29Q (115709.440000 sec): 3 clusters
  Score: Raw -286618.148416 + Penalty 2665.984829 = -283952.163587
  nChanged 9
		SP:Iteration 30Q (115709.620000 sec): 3 clusters
  Score: Raw -286622.805993 + Penalty 2665.984829 = -283956.821164
  nChanged 5
		SP:Iteration 31Q (115709.790000 sec): 3 clusters
  Score: Raw -286625.394617 + Penalty 2665.984829 = -283959.409789
  nChanged 8
		SP:Iteration 32Q (115709.960000 sec): 3 clusters
  Score: Raw -286629.495488 + Penalty 2665.984829 = -283963.510659
  nChanged 6
		SP:Iteration 33Q (115710.140000 sec): 3 clusters
  Score: Raw -286632.713000 + Penalty 2665.984829 = -283966.728171
  nChanged 4
		SP:Iteration 34Q (115710.310000 sec): 3 clusters
  Score: Raw -286633.820011 + Penalty 2665.984829 = -283967.835182
  nChanged 2
		SP:Iteration 35Q (115710.480000 sec): 3 clusters
  Score: Raw -286635.460722 + Penalty 2665.984829 = -283969.475894
  nChanged 4
		SP:Iteration 36Q (115710.660000 sec): 3 clusters
  Score: Raw -286636.920284 + Penalty 2665.984829 = -283970.935455
  nChanged 2
		SP:Iteration 37Q (115710.820000 sec): 3 clusters
  Score: Raw -286637.802494 + Penalty 2665.984829 = -283971.817666
  nChanged 0
		SP:Iteration 38F (115710.990000 sec): 3 clusters
  Score: Raw -286637.802494 + Penalty 2665.984829 = -283971.817666
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 30 (3886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115711.110000 sec): 2 clusters
  Score: Raw -333700.074500 + Penalty 1343.084540 = -332356.989960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115711.300000 sec): 3 clusters
  Score: Raw -331698.924688 + Penalty 2686.169080 = -329012.755608
  nChanged 1560
		SP:Iteration 1F (115711.470000 sec): 3 clusters
  Score: Raw -332643.179487 + Penalty 2686.169080 = -329957.010407
  nChanged 288
		SP:Iteration 2F (115711.650000 sec): 3 clusters
  Score: Raw -332814.841929 + Penalty 2686.169080 = -330128.672849
  nChanged 207
		SP:Iteration 3F (115711.820000 sec): 3 clusters
  Score: Raw -332919.981106 + Penalty 2686.169080 = -330233.812026
  nChanged 136
		SP:Iteration 4Q (115712.000000 sec): 3 clusters
  Score: Raw -332981.751874 + Penalty 2686.169080 = -330295.582795
  nChanged 95
		SP:Iteration 5Q (115712.180000 sec): 3 clusters
  Score: Raw -333021.771244 + Penalty 2686.169080 = -330335.602165
  nChanged 76
		SP:Iteration 6Q (115712.350000 sec): 3 clusters
  Score: Raw -333056.752344 + Penalty 2686.169080 = -330370.583265
  nChanged 74
		SP:Iteration 7Q (115712.530000 sec): 3 clusters
  Score: Raw -333090.599818 + Penalty 2686.169080 = -330404.430738
  nChanged 67
		SP:Iteration 8Q (115712.700000 sec): 3 clusters
  Score: Raw -333117.787407 + Penalty 2686.169080 = -330431.618328
  nChanged 69
		SP:Iteration 9Q (115712.880000 sec): 3 clusters
  Score: Raw -333152.041264 + Penalty 2686.169080 = -330465.872184
  nChanged 73
		SP:Iteration 10Q (115713.060000 sec): 3 clusters
  Score: Raw -333191.009534 + Penalty 2686.169080 = -330504.840455
  nChanged 68
		SP:Iteration 11Q (115713.230000 sec): 3 clusters
  Score: Raw -333226.525474 + Penalty 2686.169080 = -330540.356394
  nChanged 77
		SP:Iteration 12Q (115713.410000 sec): 3 clusters
  Score: Raw -333269.483123 + Penalty 2686.169080 = -330583.314043
  nChanged 73
		SP:Iteration 13Q (115713.580000 sec): 3 clusters
  Score: Raw -333306.524025 + Penalty 2686.169080 = -330620.354946
  nChanged 71
		SP:Iteration 14Q (115713.760000 sec): 3 clusters
  Score: Raw -333343.597745 + Penalty 2686.169080 = -330657.428666
  nChanged 63
		SP:Iteration 15Q (115713.940000 sec): 3 clusters
  Score: Raw -333371.799007 + Penalty 2686.169080 = -330685.629928
  nChanged 57
		SP:Iteration 16Q (115714.110000 sec): 3 clusters
  Score: Raw -333399.602583 + Penalty 2686.169080 = -330713.433503
  nChanged 65
		SP:Iteration 17Q (115714.290000 sec): 3 clusters
  Score: Raw -333429.134557 + Penalty 2686.169080 = -330742.965478
  nChanged 61
		SP:Iteration 18Q (115714.460000 sec): 3 clusters
  Score: Raw -333457.522262 + Penalty 2686.169080 = -330771.353182
  nChanged 68
		SP:Iteration 19Q (115714.640000 sec): 3 clusters
  Score: Raw -333493.502937 + Penalty 2686.169080 = -330807.333857
  nChanged 64
		SP:Iteration 20F (115714.820000 sec): 3 clusters
  Score: Raw -333531.872064 + Penalty 2686.169080 = -330845.702984
  nChanged 71
		SP:Iteration 21Q (115714.990000 sec): 3 clusters
  Score: Raw -333589.095828 + Penalty 2686.169080 = -330902.926748
  nChanged 68
		SP:Iteration 22Q (115715.170000 sec): 3 clusters
  Score: Raw -333634.762603 + Penalty 2686.169080 = -330948.593524
  nChanged 50
		SP:Iteration 23Q (115715.340000 sec): 3 clusters
  Score: Raw -333665.600133 + Penalty 2686.169080 = -330979.431053
  nChanged 44
		SP:Iteration 24Q (115715.520000 sec): 3 clusters
  Score: Raw -333694.171660 + Penalty 2686.169080 = -331008.002581
  nChanged 40
		SP:Iteration 25Q (115715.700000 sec): 3 clusters
  Score: Raw -333718.061162 + Penalty 2686.169080 = -331031.892083
  nChanged 30
		SP:Iteration 26Q (115715.870000 sec): 3 clusters
  Score: Raw -333734.523663 + Penalty 2686.169080 = -331048.354584
  nChanged 27
		SP:Iteration 27Q (115716.050000 sec): 3 clusters
  Score: Raw -333749.970918 + Penalty 2686.169080 = -331063.801838
  nChanged 16
		SP:Iteration 28Q (115716.220000 sec): 3 clusters
  Score: Raw -333757.206039 + Penalty 2686.169080 = -331071.036959
  nChanged 19
		SP:Iteration 29Q (115716.400000 sec): 3 clusters
  Score: Raw -333768.738754 + Penalty 2686.169080 = -331082.569674
  nChanged 20
		SP:Iteration 30Q (115716.580000 sec): 3 clusters
  Score: Raw -333780.934903 + Penalty 2686.169080 = -331094.765823
  nChanged 22
		SP:Iteration 31Q (115716.750000 sec): 3 clusters
  Score: Raw -333800.161419 + Penalty 2686.169080 = -331113.992339
  nChanged 21
		SP:Iteration 32Q (115716.920000 sec): 3 clusters
  Score: Raw -333813.800756 + Penalty 2686.169080 = -331127.631676
  nChanged 17
		SP:Iteration 33Q (115717.100000 sec): 3 clusters
  Score: Raw -333821.649762 + Penalty 2686.169080 = -331135.480683
  nChanged 10
		SP:Iteration 34Q (115717.280000 sec): 3 clusters
  Score: Raw -333826.890226 + Penalty 2686.169080 = -331140.721146
  nChanged 2
		SP:Iteration 35Q (115717.450000 sec): 3 clusters
  Score: Raw -333828.216958 + Penalty 2686.169080 = -331142.047878
  nChanged 3
		SP:Iteration 36Q (115717.630000 sec): 3 clusters
  Score: Raw -333829.283107 + Penalty 2686.169080 = -331143.114028
  nChanged 5
		SP:Iteration 37Q (115717.810000 sec): 3 clusters
  Score: Raw -333831.341570 + Penalty 2686.169080 = -331145.172490
  nChanged 4
		SP:Iteration 38Q (115717.980000 sec): 3 clusters
  Score: Raw -333833.780774 + Penalty 2686.169080 = -331147.611695
  nChanged 3
		SP:Iteration 39Q (115718.150000 sec): 3 clusters
  Score: Raw -333835.302533 + Penalty 2686.169080 = -331149.133453
  nChanged 2
		SP:Iteration 40F (115718.330000 sec): 3 clusters
  Score: Raw -333836.443623 + Penalty 2686.169080 = -331150.274543
  nChanged 4
		SP:Iteration 41Q (115718.510000 sec): 3 clusters
  Score: Raw -333837.254339 + Penalty 2686.169080 = -331151.085259
  nChanged 1
		SP:Iteration 42Q (115718.680000 sec): 3 clusters
  Score: Raw -333837.443138 + Penalty 2686.169080 = -331151.274058
  nChanged 1
		SP:Iteration 43Q (115718.860000 sec): 3 clusters
  Score: Raw -333837.828382 + Penalty 2686.169080 = -331151.659302
  nChanged 0
		SP:Iteration 44F (115719.030000 sec): 3 clusters
  Score: Raw -333837.828382 + Penalty 2686.169080 = -331151.659302
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 31 (5714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115719.200000 sec): 2 clusters
  Score: Raw -452561.979059 + Penalty 1405.734620 = -451156.244440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115719.350000 sec): 3 clusters
  Score: Raw -449591.482917 + Penalty 2811.469239 = -446780.013678
  nChanged 2319
		SP:Iteration 1F (115719.520000 sec): 3 clusters
  Score: Raw -450923.257961 + Penalty 2811.469239 = -448111.788721
  nChanged 421
		SP:Iteration 2F (115719.690000 sec): 3 clusters
  Score: Raw -451142.111513 + Penalty 2811.469239 = -448330.642273
  nChanged 286
		SP:Iteration 3F (115719.880000 sec): 3 clusters
  Score: Raw -451278.584094 + Penalty 2811.469239 = -448467.114855
  nChanged 245
		SP:Iteration 4Q (115720.050000 sec): 3 clusters
  Score: Raw -451391.111281 + Penalty 2811.469239 = -448579.642042
  nChanged 198
		SP:Iteration 5Q (115720.210000 sec): 3 clusters
  Score: Raw -451490.285411 + Penalty 2811.469239 = -448678.816171
  nChanged 181
		SP:Iteration 6Q (115720.380000 sec): 3 clusters
  Score: Raw -451582.870548 + Penalty 2811.469239 = -448771.401309
  nChanged 167
		SP:Iteration 7Q (115720.540000 sec): 3 clusters
  Score: Raw -451665.912645 + Penalty 2811.469239 = -448854.443406
  nChanged 156
		SP:Iteration 8Q (115720.710000 sec): 3 clusters
  Score: Raw -451740.842189 + Penalty 2811.469239 = -448929.372950
  nChanged 155
		SP:Iteration 9Q (115720.870000 sec): 3 clusters
  Score: Raw -451806.182076 + Penalty 2811.469239 = -448994.712836
  nChanged 128
		SP:Iteration 10Q (115721.040000 sec): 3 clusters
  Score: Raw -451868.676747 + Penalty 2811.469239 = -449057.207507
  nChanged 141
		SP:Iteration 11Q (115721.200000 sec): 3 clusters
  Score: Raw -451935.746550 + Penalty 2811.469239 = -449124.277310
  nChanged 146
		SP:Iteration 12Q (115721.370000 sec): 3 clusters
  Score: Raw -452019.232702 + Penalty 2811.469239 = -449207.763463
  nChanged 149
		SP:Iteration 13Q (115721.530000 sec): 3 clusters
  Score: Raw -452108.391103 + Penalty 2811.469239 = -449296.921864
  nChanged 146
		SP:Iteration 14Q (115721.730000 sec): 3 clusters
  Score: Raw -452184.093619 + Penalty 2811.469239 = -449372.624380
  nChanged 153
		SP:Iteration 15Q (115721.890000 sec): 3 clusters
  Score: Raw -452275.104201 + Penalty 2811.469239 = -449463.634962
  nChanged 167
		SP:Iteration 16Q (115722.090000 sec): 3 clusters
  Score: Raw -452374.172417 + Penalty 2811.469239 = -449562.703177
  nChanged 156
		SP:Iteration 17Q (115722.250000 sec): 3 clusters
  Score: Raw -452462.445478 + Penalty 2811.469239 = -449650.976238
  nChanged 141
		SP:Iteration 18Q (115722.410000 sec): 3 clusters
  Score: Raw -452539.324113 + Penalty 2811.469239 = -449727.854873
  nChanged 145
		SP:Iteration 19Q (115722.560000 sec): 3 clusters
  Score: Raw -452618.139611 + Penalty 2811.469239 = -449806.670371
  nChanged 139
		SP:Iteration 20F (115722.720000 sec): 3 clusters
  Score: Raw -452693.065694 + Penalty 2811.469239 = -449881.596455
  nChanged 116
		SP:Iteration 21Q (115722.870000 sec): 3 clusters
  Score: Raw -452740.509256 + Penalty 2811.469239 = -449929.040017
  nChanged 89
		SP:Iteration 22Q (115723.020000 sec): 3 clusters
  Score: Raw -452766.616328 + Penalty 2811.469239 = -449955.147089
  nChanged 58
		SP:Iteration 23Q (115723.210000 sec): 3 clusters
  Score: Raw -452786.480891 + Penalty 2811.469239 = -449975.011652
  nChanged 56
		SP:Iteration 24Q (115723.370000 sec): 3 clusters
  Score: Raw -452804.638881 + Penalty 2811.469239 = -449993.169642
  nChanged 51
		SP:Iteration 25Q (115723.520000 sec): 3 clusters
  Score: Raw -452820.942875 + Penalty 2811.469239 = -450009.473635
  nChanged 42
		SP:Iteration 26Q (115723.670000 sec): 3 clusters
  Score: Raw -452832.331637 + Penalty 2811.469239 = -450020.862397
  nChanged 29
		SP:Iteration 27Q (115723.840000 sec): 3 clusters
  Score: Raw -452841.443259 + Penalty 2811.469239 = -450029.974019
  nChanged 21
		SP:Iteration 28Q (115724.000000 sec): 3 clusters
  Score: Raw -452847.962194 + Penalty 2811.469239 = -450036.492955
  nChanged 24
		SP:Iteration 29Q (115724.170000 sec): 3 clusters
  Score: Raw -452853.311952 + Penalty 2811.469239 = -450041.842713
  nChanged 12
		SP:Iteration 30Q (115724.390000 sec): 3 clusters
  Score: Raw -452855.343551 + Penalty 2811.469239 = -450043.874312
  nChanged 8
		SP:Iteration 31Q (115724.570000 sec): 3 clusters
  Score: Raw -452856.979089 + Penalty 2811.469239 = -450045.509849
  nChanged 6
		SP:Iteration 32Q (115724.730000 sec): 3 clusters
  Score: Raw -452857.864203 + Penalty 2811.469239 = -450046.394963
  nChanged 5
		SP:Iteration 33Q (115724.880000 sec): 3 clusters
  Score: Raw -452858.927764 + Penalty 2811.469239 = -450047.458524
  nChanged 3
		SP:Iteration 34Q (115725.030000 sec): 3 clusters
  Score: Raw -452859.614263 + Penalty 2811.469239 = -450048.145023
  nChanged 1
		SP:Iteration 35Q (115725.180000 sec): 3 clusters
  Score: Raw -452859.747803 + Penalty 2811.469239 = -450048.278563
  nChanged 2
		SP:Iteration 36Q (115725.330000 sec): 3 clusters
  Score: Raw -452859.934515 + Penalty 2811.469239 = -450048.465275
  nChanged 2
		SP:Iteration 37Q (115725.470000 sec): 3 clusters
  Score: Raw -452860.124702 + Penalty 2811.469239 = -450048.655462
  nChanged 1
		SP:Iteration 38Q (115725.610000 sec): 3 clusters
  Score: Raw -452860.317070 + Penalty 2811.469239 = -450048.847830
  nChanged 1
		SP:Iteration 39Q (115725.770000 sec): 3 clusters
  Score: Raw -452860.362432 + Penalty 2811.469239 = -450048.893192
  nChanged 0
		SP:Iteration 40F (115725.920000 sec): 3 clusters
  Score: Raw -452860.362432 + Penalty 2811.469239 = -450048.893192
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 32 (21118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115726.110000 sec): 2 clusters
  Score: Raw -1790340.826422 + Penalty 1618.155668 = -1788722.670753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115726.410000 sec): 3 clusters
  Score: Raw -1777583.732686 + Penalty 3236.311337 = -1774347.421349
  nChanged 9478
		SP:Iteration 1F (115726.770000 sec): 3 clusters
  Score: Raw -1782683.155971 + Penalty 3236.311337 = -1779446.844634
  nChanged 1018
		SP:Iteration 2Q (115727.010000 sec): 3 clusters
  Score: Raw -1783029.626142 + Penalty 3236.311337 = -1779793.314805
  nChanged 1031
		SP:Iteration 3Q (115727.300000 sec): 3 clusters
  Score: Raw -1783424.982603 + Penalty 3236.311337 = -1780188.671267
  nChanged 1083
		SP:Iteration 4F (115727.580000 sec): 3 clusters
  Score: Raw -1783920.153042 + Penalty 3236.311337 = -1780683.841705
  nChanged 1226
		SP:Iteration 5F (115727.860000 sec): 3 clusters
  Score: Raw -1784602.220407 + Penalty 3236.311337 = -1781365.909070
  nChanged 1408
		SP:Iteration 6F (115728.180000 sec): 3 clusters
  Score: Raw -1785576.370993 + Penalty 3236.311337 = -1782340.059656
  nChanged 1570
		SP:Iteration 7F (115728.480000 sec): 3 clusters
  Score: Raw -1786849.818579 + Penalty 3236.311337 = -1783613.507242
  nChanged 1469
		SP:Iteration 8F (115728.750000 sec): 3 clusters
  Score: Raw -1788176.429700 + Penalty 3236.311337 = -1784940.118363
  nChanged 1144
		SP:Iteration 9F (115729.040000 sec): 3 clusters
  Score: Raw -1789237.401103 + Penalty 3236.311337 = -1786001.089766
  nChanged 685
		SP:Iteration 10Q (115729.330000 sec): 3 clusters
  Score: Raw -1789866.877155 + Penalty 3236.311337 = -1786630.565818
  nChanged 355
		SP:Iteration 11Q (115729.650000 sec): 3 clusters
  Score: Raw -1790205.054169 + Penalty 3236.311337 = -1786968.742832
  nChanged 160
		SP:Iteration 12Q (115730.030000 sec): 3 clusters
  Score: Raw -1790375.481184 + Penalty 3236.311337 = -1787139.169847
  nChanged 78
		SP:Iteration 13Q (115730.330000 sec): 3 clusters
  Score: Raw -1790460.038293 + Penalty 3236.311337 = -1787223.726956
  nChanged 35
		SP:Iteration 14Q (115730.630000 sec): 3 clusters
  Score: Raw -1790505.397237 + Penalty 3236.311337 = -1787269.085900
  nChanged 22
		SP:Iteration 15Q (115730.920000 sec): 3 clusters
  Score: Raw -1790531.295644 + Penalty 3236.311337 = -1787294.984307
  nChanged 10
		SP:Iteration 16Q (115731.250000 sec): 3 clusters
  Score: Raw -1790541.626086 + Penalty 3236.311337 = -1787305.314749
  nChanged 6
		SP:Iteration 17Q (115731.560000 sec): 3 clusters
  Score: Raw -1790553.423468 + Penalty 3236.311337 = -1787317.112131
  nChanged 6
		SP:Iteration 18Q (115731.850000 sec): 3 clusters
  Score: Raw -1790562.561355 + Penalty 3236.311337 = -1787326.250018
  nChanged 3
		SP:Iteration 19Q (115732.170000 sec): 3 clusters
  Score: Raw -1790565.336471 + Penalty 3236.311337 = -1787329.025134
  nChanged 3
		SP:Iteration 20F (115732.500000 sec): 3 clusters
  Score: Raw -1790568.280131 + Penalty 3236.311337 = -1787331.968794
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 33 (3318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115732.600000 sec): 2 clusters
  Score: Raw -238461.461985 + Penalty 1317.406589 = -237144.055396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115732.780000 sec): 3 clusters
  Score: Raw -236885.932802 + Penalty 2634.813178 = -234251.119624
  nChanged 1314
		SP:Iteration 1F (115732.960000 sec): 3 clusters
  Score: Raw -237845.908586 + Penalty 2634.813178 = -235211.095408
  nChanged 328
		SP:Iteration 2F (115733.130000 sec): 3 clusters
  Score: Raw -238163.296337 + Penalty 2634.813178 = -235528.483159
  nChanged 238
		SP:Iteration 3F (115733.310000 sec): 3 clusters
  Score: Raw -238342.680505 + Penalty 2634.813178 = -235707.867327
  nChanged 159
		SP:Iteration 4Q (115733.480000 sec): 3 clusters
  Score: Raw -238446.037140 + Penalty 2634.813178 = -235811.223962
  nChanged 128
		SP:Iteration 5Q (115733.660000 sec): 3 clusters
  Score: Raw -238518.721678 + Penalty 2634.813178 = -235883.908500
  nChanged 106
		SP:Iteration 6Q (115733.840000 sec): 3 clusters
  Score: Raw -238587.768500 + Penalty 2634.813178 = -235952.955322
  nChanged 95
		SP:Iteration 7Q (115734.010000 sec): 3 clusters
  Score: Raw -238651.085730 + Penalty 2634.813178 = -236016.272552
  nChanged 67
		SP:Iteration 8Q (115734.190000 sec): 3 clusters
  Score: Raw -238696.019455 + Penalty 2634.813178 = -236061.206277
  nChanged 65
		SP:Iteration 9Q (115734.360000 sec): 3 clusters
  Score: Raw -238732.236466 + Penalty 2634.813178 = -236097.423288
  nChanged 55
		SP:Iteration 10Q (115734.540000 sec): 3 clusters
  Score: Raw -238758.616804 + Penalty 2634.813178 = -236123.803626
  nChanged 46
		SP:Iteration 11Q (115734.720000 sec): 3 clusters
  Score: Raw -238783.940208 + Penalty 2634.813178 = -236149.127030
  nChanged 41
		SP:Iteration 12Q (115734.890000 sec): 3 clusters
  Score: Raw -238809.043176 + Penalty 2634.813178 = -236174.229998
  nChanged 45
		SP:Iteration 13Q (115735.070000 sec): 3 clusters
  Score: Raw -238836.730608 + Penalty 2634.813178 = -236201.917430
  nChanged 35
		SP:Iteration 14Q (115735.240000 sec): 3 clusters
  Score: Raw -238857.291249 + Penalty 2634.813178 = -236222.478071
  nChanged 32
		SP:Iteration 15Q (115735.420000 sec): 3 clusters
  Score: Raw -238879.181848 + Penalty 2634.813178 = -236244.368670
  nChanged 37
		SP:Iteration 16Q (115735.600000 sec): 3 clusters
  Score: Raw -238905.945305 + Penalty 2634.813178 = -236271.132127
  nChanged 40
		SP:Iteration 17Q (115735.770000 sec): 3 clusters
  Score: Raw -238935.681655 + Penalty 2634.813178 = -236300.868477
  nChanged 38
		SP:Iteration 18Q (115735.940000 sec): 3 clusters
  Score: Raw -238964.018591 + Penalty 2634.813178 = -236329.205413
  nChanged 18
		SP:Iteration 19Q (115736.120000 sec): 3 clusters
  Score: Raw -238977.870538 + Penalty 2634.813178 = -236343.057360
  nChanged 15
		SP:Iteration 20F (115736.340000 sec): 3 clusters
  Score: Raw -238985.375801 + Penalty 2634.813178 = -236350.562623
  nChanged 10
		SP:Iteration 21Q (115736.510000 sec): 3 clusters
  Score: Raw -238990.944401 + Penalty 2634.813178 = -236356.131223
  nChanged 11
		SP:Iteration 22Q (115736.660000 sec): 3 clusters
  Score: Raw -238997.972340 + Penalty 2634.813178 = -236363.159162
  nChanged 13
		SP:Iteration 23Q (115736.840000 sec): 3 clusters
  Score: Raw -239006.868531 + Penalty 2634.813178 = -236372.055353
  nChanged 10
		SP:Iteration 24Q (115737.020000 sec): 3 clusters
  Score: Raw -239016.605858 + Penalty 2634.813178 = -236381.792680
  nChanged 11
		SP:Iteration 25Q (115737.190000 sec): 3 clusters
  Score: Raw -239023.728890 + Penalty 2634.813178 = -236388.915712
  nChanged 10
		SP:Iteration 26Q (115737.370000 sec): 3 clusters
  Score: Raw -239030.874817 + Penalty 2634.813178 = -236396.061639
  nChanged 11
		SP:Iteration 27Q (115737.540000 sec): 3 clusters
  Score: Raw -239037.081297 + Penalty 2634.813178 = -236402.268119
  nChanged 7
		SP:Iteration 28Q (115737.720000 sec): 3 clusters
  Score: Raw -239040.332073 + Penalty 2634.813178 = -236405.518895
  nChanged 6
		SP:Iteration 29Q (115737.900000 sec): 3 clusters
  Score: Raw -239042.453690 + Penalty 2634.813178 = -236407.640512
  nChanged 8
		SP:Iteration 30Q (115738.070000 sec): 3 clusters
  Score: Raw -239045.573916 + Penalty 2634.813178 = -236410.760738
  nChanged 10
		SP:Iteration 31Q (115738.250000 sec): 3 clusters
  Score: Raw -239050.261230 + Penalty 2634.813178 = -236415.448052
  nChanged 9
		SP:Iteration 32Q (115738.420000 sec): 3 clusters
  Score: Raw -239054.017157 + Penalty 2634.813178 = -236419.203979
  nChanged 5
		SP:Iteration 33Q (115738.600000 sec): 3 clusters
  Score: Raw -239055.637076 + Penalty 2634.813178 = -236420.823898
  nChanged 3
		SP:Iteration 34Q (115738.780000 sec): 3 clusters
  Score: Raw -239056.309777 + Penalty 2634.813178 = -236421.496599
  nChanged 6
		SP:Iteration 35Q (115738.950000 sec): 3 clusters
  Score: Raw -239058.689350 + Penalty 2634.813178 = -236423.876172
  nChanged 5
		SP:Iteration 36Q (115739.130000 sec): 3 clusters
  Score: Raw -239061.532430 + Penalty 2634.813178 = -236426.719252
  nChanged 9
		SP:Iteration 37Q (115739.300000 sec): 3 clusters
  Score: Raw -239066.972713 + Penalty 2634.813178 = -236432.159535
  nChanged 8
		SP:Iteration 38Q (115739.480000 sec): 3 clusters
  Score: Raw -239070.450690 + Penalty 2634.813178 = -236435.637512
  nChanged 6
		SP:Iteration 39Q (115739.660000 sec): 3 clusters
  Score: Raw -239074.975487 + Penalty 2634.813178 = -236440.162309
  nChanged 12
		SP:Iteration 40F (115739.830000 sec): 3 clusters
  Score: Raw -239084.653201 + Penalty 2634.813178 = -236449.840023
  nChanged 10
		SP:Iteration 41Q (115740.000000 sec): 3 clusters
  Score: Raw -239091.059423 + Penalty 2634.813178 = -236456.246245
  nChanged 8
		SP:Iteration 42Q (115740.180000 sec): 3 clusters
  Score: Raw -239095.990362 + Penalty 2634.813178 = -236461.177184
  nChanged 6
		SP:Iteration 43Q (115740.360000 sec): 3 clusters
  Score: Raw -239099.207692 + Penalty 2634.813178 = -236464.394514
  nChanged 0
		SP:Iteration 44F (115740.530000 sec): 3 clusters
  Score: Raw -239099.207692 + Penalty 2634.813178 = -236464.394514
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 34 (22372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115740.780000 sec): 2 clusters
  Score: Raw -1907238.141160 + Penalty 1627.529387 = -1905610.611773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115741.060000 sec): 3 clusters
  Score: Raw -1893686.390656 + Penalty 3255.058773 = -1890431.331883
  nChanged 10179
		SP:Iteration 1F (115741.370000 sec): 3 clusters
  Score: Raw -1899229.599038 + Penalty 3255.058773 = -1895974.540265
  nChanged 1169
		SP:Iteration 2F (115741.670000 sec): 3 clusters
  Score: Raw -1899763.820050 + Penalty 3255.058773 = -1896508.761277
  nChanged 1349
		SP:Iteration 3F (115741.980000 sec): 3 clusters
  Score: Raw -1900515.177852 + Penalty 3255.058773 = -1897260.119079
  nChanged 1524
		SP:Iteration 4F (115742.260000 sec): 3 clusters
  Score: Raw -1901574.880008 + Penalty 3255.058773 = -1898319.821235
  nChanged 1685
		SP:Iteration 5F (115742.580000 sec): 3 clusters
  Score: Raw -1902872.008867 + Penalty 3255.058773 = -1899616.950094
  nChanged 1570
		SP:Iteration 6F (115742.900000 sec): 3 clusters
  Score: Raw -1904158.037157 + Penalty 3255.058773 = -1900902.978384
  nChanged 1235
		SP:Iteration 7F (115743.180000 sec): 3 clusters
  Score: Raw -1905041.184437 + Penalty 3255.058773 = -1901786.125664
  nChanged 860
		SP:Iteration 8Q (115743.480000 sec): 3 clusters
  Score: Raw -1905539.745484 + Penalty 3255.058773 = -1902284.686711
  nChanged 596
		SP:Iteration 9Q (115743.790000 sec): 3 clusters
  Score: Raw -1905833.311471 + Penalty 3255.058773 = -1902578.252698
  nChanged 394
		SP:Iteration 10Q (115744.170000 sec): 3 clusters
  Score: Raw -1906019.989872 + Penalty 3255.058773 = -1902764.931098
  nChanged 334
		SP:Iteration 11Q (115744.460000 sec): 3 clusters
  Score: Raw -1906242.415902 + Penalty 3255.058773 = -1902987.357129
  nChanged 283
		SP:Iteration 12Q (115744.740000 sec): 3 clusters
  Score: Raw -1906556.829083 + Penalty 3255.058773 = -1903301.770310
  nChanged 268
		SP:Iteration 13Q (115745.020000 sec): 3 clusters
  Score: Raw -1906936.153609 + Penalty 3255.058773 = -1903681.094836
  nChanged 246
		SP:Iteration 14Q (115745.300000 sec): 3 clusters
  Score: Raw -1907225.063202 + Penalty 3255.058773 = -1903970.004428
  nChanged 212
		SP:Iteration 15Q (115745.600000 sec): 3 clusters
  Score: Raw -1907387.189889 + Penalty 3255.058773 = -1904132.131116
  nChanged 178
		SP:Iteration 16Q (115745.860000 sec): 3 clusters
  Score: Raw -1907492.247959 + Penalty 3255.058773 = -1904237.189186
  nChanged 130
		SP:Iteration 17Q (115746.160000 sec): 3 clusters
  Score: Raw -1907559.324503 + Penalty 3255.058773 = -1904304.265730
  nChanged 119
		SP:Iteration 18Q (115746.420000 sec): 3 clusters
  Score: Raw -1907612.231511 + Penalty 3255.058773 = -1904357.172738
  nChanged 81
		SP:Iteration 19Q (115746.720000 sec): 3 clusters
  Score: Raw -1907639.459499 + Penalty 3255.058773 = -1904384.400725
  nChanged 75
		SP:Iteration 20F (115747.040000 sec): 3 clusters
  Score: Raw -1907659.834805 + Penalty 3255.058773 = -1904404.776032
  nChanged 57
		SP:Iteration 21Q (115747.310000 sec): 3 clusters
  Score: Raw -1907673.497173 + Penalty 3255.058773 = -1904418.438400
  nChanged 42
		SP:Iteration 22Q (115747.590000 sec): 3 clusters
  Score: Raw -1907681.406127 + Penalty 3255.058773 = -1904426.347354
  nChanged 33
		SP:Iteration 23Q (115747.910000 sec): 3 clusters
  Score: Raw -1907687.889068 + Penalty 3255.058773 = -1904432.830295
  nChanged 27
		SP:Iteration 24Q (115748.220000 sec): 3 clusters
  Score: Raw -1907694.365612 + Penalty 3255.058773 = -1904439.306839
  nChanged 25
		SP:Iteration 25Q (115748.480000 sec): 3 clusters
  Score: Raw -1907698.028397 + Penalty 3255.058773 = -1904442.969624
  nChanged 15
		SP:Iteration 26Q (115748.790000 sec): 3 clusters
  Score: Raw -1907700.098024 + Penalty 3255.058773 = -1904445.039251
  nChanged 11
		SP:Iteration 27Q (115749.050000 sec): 3 clusters
  Score: Raw -1907702.370032 + Penalty 3255.058773 = -1904447.311258
  nChanged 17
		SP:Iteration 28Q (115749.340000 sec): 3 clusters
  Score: Raw -1907705.267706 + Penalty 3255.058773 = -1904450.208933
  nChanged 12
		SP:Iteration 29Q (115749.640000 sec): 3 clusters
  Score: Raw -1907707.116433 + Penalty 3255.058773 = -1904452.057660
  nChanged 12
		SP:Iteration 30Q (115749.950000 sec): 3 clusters
  Score: Raw -1907709.005539 + Penalty 3255.058773 = -1904453.946766
  nChanged 11
		SP:Iteration 31Q (115750.230000 sec): 3 clusters
  Score: Raw -1907710.910554 + Penalty 3255.058773 = -1904455.851781
  nChanged 15
		SP:Iteration 32Q (115750.520000 sec): 3 clusters
  Score: Raw -1907712.881768 + Penalty 3255.058773 = -1904457.822995
  nChanged 15
		SP:Iteration 33Q (115750.790000 sec): 3 clusters
  Score: Raw -1907714.805379 + Penalty 3255.058773 = -1904459.746606
  nChanged 8
		SP:Iteration 34Q (115751.110000 sec): 3 clusters
  Score: Raw -1907715.743094 + Penalty 3255.058773 = -1904460.684321
  nChanged 10
		SP:Iteration 35Q (115751.420000 sec): 3 clusters
  Score: Raw -1907716.777794 + Penalty 3255.058773 = -1904461.719021
  nChanged 7
		SP:Iteration 36Q (115751.700000 sec): 3 clusters
  Score: Raw -1907718.037791 + Penalty 3255.058773 = -1904462.979018
  nChanged 7
		SP:Iteration 37Q (115751.970000 sec): 3 clusters
  Score: Raw -1907718.768768 + Penalty 3255.058773 = -1904463.709995
  nChanged 4
		SP:Iteration 38Q (115752.300000 sec): 3 clusters
  Score: Raw -1907719.584671 + Penalty 3255.058773 = -1904464.525898
  nChanged 3
		SP:Iteration 39Q (115752.630000 sec): 3 clusters
  Score: Raw -1907719.920616 + Penalty 3255.058773 = -1904464.861842
  nChanged 4
		SP:Iteration 40F (115752.920000 sec): 3 clusters
  Score: Raw -1907720.423996 + Penalty 3255.058773 = -1904465.365223
  nChanged 4
		SP:Iteration 41Q (115753.270000 sec): 3 clusters
  Score: Raw -1907720.933889 + Penalty 3255.058773 = -1904465.875116
  nChanged 5
		SP:Iteration 42Q (115753.540000 sec): 3 clusters
  Score: Raw -1907721.596675 + Penalty 3255.058773 = -1904466.537902
  nChanged 6
		SP:Iteration 43Q (115753.830000 sec): 3 clusters
  Score: Raw -1907722.146499 + Penalty 3255.058773 = -1904467.087725
  nChanged 2
		SP:Iteration 44Q (115754.140000 sec): 3 clusters
  Score: Raw -1907722.444347 + Penalty 3255.058773 = -1904467.385574
  nChanged 2
		SP:Iteration 45Q (115754.450000 sec): 3 clusters
  Score: Raw -1907722.770812 + Penalty 3255.058773 = -1904467.712038
  nChanged 4
		SP:Iteration 46Q (115754.720000 sec): 3 clusters
  Score: Raw -1907723.292541 + Penalty 3255.058773 = -1904468.233768
  nChanged 5
		SP:Iteration 47Q (115755.000000 sec): 3 clusters
  Score: Raw -1907723.960595 + Penalty 3255.058773 = -1904468.901821
  nChanged 3
		SP:Iteration 48Q (115755.280000 sec): 3 clusters
  Score: Raw -1907724.293929 + Penalty 3255.058773 = -1904469.235156
  nChanged 2
		SP:Iteration 49Q (115755.570000 sec): 3 clusters
  Score: Raw -1907724.409482 + Penalty 3255.058773 = -1904469.350709
  nChanged 0
		SP:Iteration 50F (115755.850000 sec): 3 clusters
  Score: Raw -1907724.409482 + Penalty 3255.058773 = -1904469.350709
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 35 (9699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115756.000000 sec): 2 clusters
  Score: Raw -842720.948638 + Penalty 1491.713936 = -841229.234702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115756.150000 sec): 3 clusters
  Score: Raw -837299.846113 + Penalty 2983.427872 = -834316.418241
  nChanged 4127
		SP:Iteration 1F (115756.380000 sec): 3 clusters
  Score: Raw -839488.444669 + Penalty 2983.427872 = -836505.016797
  nChanged 598
		SP:Iteration 2F (115756.590000 sec): 3 clusters
  Score: Raw -839765.181441 + Penalty 2983.427872 = -836781.753569
  nChanged 506
		SP:Iteration 3F (115756.770000 sec): 3 clusters
  Score: Raw -840015.245832 + Penalty 2983.427872 = -837031.817961
  nChanged 489
		SP:Iteration 4F (115757.000000 sec): 3 clusters
  Score: Raw -840252.678063 + Penalty 2983.427872 = -837269.250191
  nChanged 470
		SP:Iteration 5Q (115757.210000 sec): 3 clusters
  Score: Raw -840481.073306 + Penalty 2983.427872 = -837497.645434
  nChanged 477
		SP:Iteration 6Q (115757.450000 sec): 3 clusters
  Score: Raw -840760.729440 + Penalty 2983.427872 = -837777.301568
  nChanged 468
		SP:Iteration 7Q (115757.730000 sec): 3 clusters
  Score: Raw -841001.464321 + Penalty 2983.427872 = -838018.036449
  nChanged 416
		SP:Iteration 8Q (115757.900000 sec): 3 clusters
  Score: Raw -841218.541912 + Penalty 2983.427872 = -838235.114040
  nChanged 374
		SP:Iteration 9Q (115758.110000 sec): 3 clusters
  Score: Raw -841404.606069 + Penalty 2983.427872 = -838421.178198
  nChanged 330
		SP:Iteration 10Q (115758.350000 sec): 3 clusters
  Score: Raw -841563.439591 + Penalty 2983.427872 = -838580.011719
  nChanged 309
		SP:Iteration 11Q (115758.490000 sec): 3 clusters
  Score: Raw -841702.247899 + Penalty 2983.427872 = -838718.820027
  nChanged 245
		SP:Iteration 12Q (115758.710000 sec): 3 clusters
  Score: Raw -841786.143526 + Penalty 2983.427872 = -838802.715654
  nChanged 159
		SP:Iteration 13Q (115758.930000 sec): 3 clusters
  Score: Raw -841842.797689 + Penalty 2983.427872 = -838859.369818
  nChanged 146
		SP:Iteration 14Q (115759.150000 sec): 3 clusters
  Score: Raw -841890.187277 + Penalty 2983.427872 = -838906.759406
  nChanged 140
		SP:Iteration 15Q (115759.360000 sec): 3 clusters
  Score: Raw -841925.585999 + Penalty 2983.427872 = -838942.158127
  nChanged 130
		SP:Iteration 16Q (115759.580000 sec): 3 clusters
  Score: Raw -841958.059821 + Penalty 2983.427872 = -838974.631950
  nChanged 116
		SP:Iteration 17Q (115759.830000 sec): 3 clusters
  Score: Raw -841987.085319 + Penalty 2983.427872 = -839003.657447
  nChanged 102
		SP:Iteration 18Q (115760.050000 sec): 3 clusters
  Score: Raw -842010.935277 + Penalty 2983.427872 = -839027.507406
  nChanged 103
		SP:Iteration 19Q (115760.280000 sec): 3 clusters
  Score: Raw -842036.896864 + Penalty 2983.427872 = -839053.468992
  nChanged 109
		SP:Iteration 20F (115760.510000 sec): 3 clusters
  Score: Raw -842063.243409 + Penalty 2983.427872 = -839079.815537
  nChanged 93
		SP:Iteration 21Q (115760.680000 sec): 3 clusters
  Score: Raw -842084.566599 + Penalty 2983.427872 = -839101.138728
  nChanged 82
		SP:Iteration 22Q (115760.840000 sec): 3 clusters
  Score: Raw -842100.580898 + Penalty 2983.427872 = -839117.153026
  nChanged 72
		SP:Iteration 23Q (115761.000000 sec): 3 clusters
  Score: Raw -842116.766362 + Penalty 2983.427872 = -839133.338490
  nChanged 60
		SP:Iteration 24Q (115761.220000 sec): 3 clusters
  Score: Raw -842129.425715 + Penalty 2983.427872 = -839145.997843
  nChanged 50
		SP:Iteration 25Q (115761.450000 sec): 3 clusters
  Score: Raw -842137.938040 + Penalty 2983.427872 = -839154.510169
  nChanged 49
		SP:Iteration 26Q (115761.680000 sec): 3 clusters
  Score: Raw -842146.047125 + Penalty 2983.427872 = -839162.619253
  nChanged 41
		SP:Iteration 27Q (115761.850000 sec): 3 clusters
  Score: Raw -842153.482661 + Penalty 2983.427872 = -839170.054789
  nChanged 40
		SP:Iteration 28Q (115762.020000 sec): 3 clusters
  Score: Raw -842162.037147 + Penalty 2983.427872 = -839178.609276
  nChanged 35
		SP:Iteration 29Q (115762.180000 sec): 3 clusters
  Score: Raw -842168.193632 + Penalty 2983.427872 = -839184.765761
  nChanged 29
		SP:Iteration 30Q (115762.340000 sec): 3 clusters
  Score: Raw -842173.751003 + Penalty 2983.427872 = -839190.323131
  nChanged 30
		SP:Iteration 31Q (115762.540000 sec): 3 clusters
  Score: Raw -842179.201471 + Penalty 2983.427872 = -839195.773600
  nChanged 37
		SP:Iteration 32Q (115762.760000 sec): 3 clusters
  Score: Raw -842186.744955 + Penalty 2983.427872 = -839203.317083
  nChanged 44
		SP:Iteration 33Q (115762.940000 sec): 3 clusters
  Score: Raw -842196.244826 + Penalty 2983.427872 = -839212.816954
  nChanged 49
		SP:Iteration 34Q (115763.110000 sec): 3 clusters
  Score: Raw -842207.656751 + Penalty 2983.427872 = -839224.228879
  nChanged 46
		SP:Iteration 35Q (115763.270000 sec): 3 clusters
  Score: Raw -842217.811435 + Penalty 2983.427872 = -839234.383564
  nChanged 50
		SP:Iteration 36Q (115763.430000 sec): 3 clusters
  Score: Raw -842226.906869 + Penalty 2983.427872 = -839243.478997
  nChanged 38
		SP:Iteration 37Q (115763.590000 sec): 3 clusters
  Score: Raw -842232.990019 + Penalty 2983.427872 = -839249.562147
  nChanged 26
		SP:Iteration 38Q (115763.800000 sec): 3 clusters
  Score: Raw -842237.238666 + Penalty 2983.427872 = -839253.810794
  nChanged 22
		SP:Iteration 39Q (115764.000000 sec): 3 clusters
  Score: Raw -842239.873223 + Penalty 2983.427872 = -839256.445351
  nChanged 16
		SP:Iteration 40F (115764.140000 sec): 3 clusters
  Score: Raw -842242.437194 + Penalty 2983.427872 = -839259.009322
  nChanged 18
		SP:Iteration 41Q (115764.330000 sec): 3 clusters
  Score: Raw -842245.190015 + Penalty 2983.427872 = -839261.762144
  nChanged 26
		SP:Iteration 42Q (115764.470000 sec): 3 clusters
  Score: Raw -842251.266459 + Penalty 2983.427872 = -839267.838587
  nChanged 32
		SP:Iteration 43Q (115764.650000 sec): 3 clusters
  Score: Raw -842256.418678 + Penalty 2983.427872 = -839272.990807
  nChanged 17
		SP:Iteration 44Q (115764.840000 sec): 3 clusters
  Score: Raw -842260.223422 + Penalty 2983.427872 = -839276.795551
  nChanged 17
		SP:Iteration 45Q (115765.020000 sec): 3 clusters
  Score: Raw -842262.961618 + Penalty 2983.427872 = -839279.533747
  nChanged 16
		SP:Iteration 46Q (115765.210000 sec): 3 clusters
  Score: Raw -842265.396376 + Penalty 2983.427872 = -839281.968504
  nChanged 14
		SP:Iteration 47Q (115765.440000 sec): 3 clusters
  Score: Raw -842268.342425 + Penalty 2983.427872 = -839284.914554
  nChanged 16
		SP:Iteration 48Q (115765.590000 sec): 3 clusters
  Score: Raw -842271.442121 + Penalty 2983.427872 = -839288.014249
  nChanged 16
		SP:Iteration 49Q (115765.810000 sec): 3 clusters
  Score: Raw -842274.156966 + Penalty 2983.427872 = -839290.729094
  nChanged 11
		SP:Iteration 50Q (115765.980000 sec): 3 clusters
  Score: Raw -842275.916967 + Penalty 2983.427872 = -839292.489095
  nChanged 11
		SP:Iteration 51Q (115766.200000 sec): 3 clusters
  Score: Raw -842277.061820 + Penalty 2983.427872 = -839293.633948
  nChanged 4
		SP:Iteration 52Q (115766.420000 sec): 3 clusters
  Score: Raw -842277.318512 + Penalty 2983.427872 = -839293.890641
  nChanged 3
		SP:Iteration 53Q (115766.630000 sec): 3 clusters
  Score: Raw -842277.446778 + Penalty 2983.427872 = -839294.018907
  nChanged 1
		SP:Iteration 54Q (115766.840000 sec): 3 clusters
  Score: Raw -842277.520833 + Penalty 2983.427872 = -839294.092961
  nChanged 1
		SP:Iteration 55Q (115767.070000 sec): 3 clusters
  Score: Raw -842277.532794 + Penalty 2983.427872 = -839294.104923
  nChanged 0
		SP:Iteration 56F (115767.290000 sec): 3 clusters
  Score: Raw -842277.532794 + Penalty 2983.427872 = -839294.104923
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 36 (4144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115767.410000 sec): 2 clusters
  Score: Raw -333318.116620 + Penalty 1353.530227 = -331964.586392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115767.570000 sec): 3 clusters
  Score: Raw -331261.815603 + Penalty 2707.060455 = -328554.755148
  nChanged 1617
		SP:Iteration 1F (115767.750000 sec): 3 clusters
  Score: Raw -332179.241507 + Penalty 2707.060455 = -329472.181052
  nChanged 328
		SP:Iteration 2F (115767.920000 sec): 3 clusters
  Score: Raw -332366.502292 + Penalty 2707.060455 = -329659.441837
  nChanged 234
		SP:Iteration 3F (115768.100000 sec): 3 clusters
  Score: Raw -332494.859074 + Penalty 2707.060455 = -329787.798619
  nChanged 179
		SP:Iteration 4Q (115768.270000 sec): 3 clusters
  Score: Raw -332588.010005 + Penalty 2707.060455 = -329880.949551
  nChanged 151
		SP:Iteration 5Q (115768.440000 sec): 3 clusters
  Score: Raw -332664.164252 + Penalty 2707.060455 = -329957.103797
  nChanged 139
		SP:Iteration 6Q (115768.610000 sec): 3 clusters
  Score: Raw -332735.536386 + Penalty 2707.060455 = -330028.475931
  nChanged 131
		SP:Iteration 7Q (115768.790000 sec): 3 clusters
  Score: Raw -332801.917644 + Penalty 2707.060455 = -330094.857189
  nChanged 123
		SP:Iteration 8Q (115768.970000 sec): 3 clusters
  Score: Raw -332861.357654 + Penalty 2707.060455 = -330154.297199
  nChanged 92
		SP:Iteration 9Q (115769.140000 sec): 3 clusters
  Score: Raw -332903.851852 + Penalty 2707.060455 = -330196.791397
  nChanged 88
		SP:Iteration 10Q (115769.320000 sec): 3 clusters
  Score: Raw -332945.531506 + Penalty 2707.060455 = -330238.471051
  nChanged 92
		SP:Iteration 11Q (115769.490000 sec): 3 clusters
  Score: Raw -332989.198807 + Penalty 2707.060455 = -330282.138352
  nChanged 81
		SP:Iteration 12Q (115769.670000 sec): 3 clusters
  Score: Raw -333031.687506 + Penalty 2707.060455 = -330324.627051
  nChanged 81
		SP:Iteration 13Q (115769.850000 sec): 3 clusters
  Score: Raw -333073.771260 + Penalty 2707.060455 = -330366.710805
  nChanged 63
		SP:Iteration 14Q (115770.020000 sec): 3 clusters
  Score: Raw -333100.502083 + Penalty 2707.060455 = -330393.441628
  nChanged 59
		SP:Iteration 15Q (115770.200000 sec): 3 clusters
  Score: Raw -333124.657514 + Penalty 2707.060455 = -330417.597059
  nChanged 51
		SP:Iteration 16Q (115770.370000 sec): 3 clusters
  Score: Raw -333148.714178 + Penalty 2707.060455 = -330441.653723
  nChanged 49
		SP:Iteration 17Q (115770.550000 sec): 3 clusters
  Score: Raw -333171.667083 + Penalty 2707.060455 = -330464.606628
  nChanged 45
		SP:Iteration 18Q (115770.730000 sec): 3 clusters
  Score: Raw -333192.221919 + Penalty 2707.060455 = -330485.161464
  nChanged 41
		SP:Iteration 19Q (115770.900000 sec): 3 clusters
  Score: Raw -333209.838677 + Penalty 2707.060455 = -330502.778223
  nChanged 37
		SP:Iteration 20F (115771.080000 sec): 3 clusters
  Score: Raw -333227.072612 + Penalty 2707.060455 = -330520.012157
  nChanged 37
		SP:Iteration 21Q (115771.250000 sec): 3 clusters
  Score: Raw -333242.223863 + Penalty 2707.060455 = -330535.163408
  nChanged 31
		SP:Iteration 22Q (115771.430000 sec): 3 clusters
  Score: Raw -333256.579068 + Penalty 2707.060455 = -330549.518613
  nChanged 34
		SP:Iteration 23Q (115771.610000 sec): 3 clusters
  Score: Raw -333268.112315 + Penalty 2707.060455 = -330561.051860
  nChanged 25
		SP:Iteration 24Q (115771.780000 sec): 3 clusters
  Score: Raw -333276.952722 + Penalty 2707.060455 = -330569.892267
  nChanged 18
		SP:Iteration 25Q (115771.960000 sec): 3 clusters
  Score: Raw -333283.465163 + Penalty 2707.060455 = -330576.404708
  nChanged 16
		SP:Iteration 26Q (115772.130000 sec): 3 clusters
  Score: Raw -333288.075871 + Penalty 2707.060455 = -330581.015416
  nChanged 14
		SP:Iteration 27Q (115772.310000 sec): 3 clusters
  Score: Raw -333293.470170 + Penalty 2707.060455 = -330586.409715
  nChanged 22
		SP:Iteration 28Q (115772.480000 sec): 3 clusters
  Score: Raw -333304.197235 + Penalty 2707.060455 = -330597.136780
  nChanged 22
		SP:Iteration 29Q (115772.660000 sec): 3 clusters
  Score: Raw -333313.998497 + Penalty 2707.060455 = -330606.938042
  nChanged 21
		SP:Iteration 30Q (115772.830000 sec): 3 clusters
  Score: Raw -333325.220575 + Penalty 2707.060455 = -330618.160121
  nChanged 25
		SP:Iteration 31Q (115773.010000 sec): 3 clusters
  Score: Raw -333336.102488 + Penalty 2707.060455 = -330629.042033
  nChanged 27
		SP:Iteration 32Q (115773.190000 sec): 3 clusters
  Score: Raw -333346.558023 + Penalty 2707.060455 = -330639.497568
  nChanged 28
		SP:Iteration 33Q (115773.360000 sec): 3 clusters
  Score: Raw -333358.104476 + Penalty 2707.060455 = -330651.044022
  nChanged 23
		SP:Iteration 34Q (115773.540000 sec): 3 clusters
  Score: Raw -333366.290565 + Penalty 2707.060455 = -330659.230110
  nChanged 16
		SP:Iteration 35Q (115773.710000 sec): 3 clusters
  Score: Raw -333372.264639 + Penalty 2707.060455 = -330665.204184
  nChanged 14
		SP:Iteration 36Q (115773.890000 sec): 3 clusters
  Score: Raw -333379.749822 + Penalty 2707.060455 = -330672.689367
  nChanged 20
		SP:Iteration 37Q (115774.060000 sec): 3 clusters
  Score: Raw -333386.406725 + Penalty 2707.060455 = -330679.346270
  nChanged 10
		SP:Iteration 38Q (115774.230000 sec): 3 clusters
  Score: Raw -333389.255180 + Penalty 2707.060455 = -330682.194726
  nChanged 5
		SP:Iteration 39Q (115774.410000 sec): 3 clusters
  Score: Raw -333393.348309 + Penalty 2707.060455 = -330686.287854
  nChanged 10
		SP:Iteration 40F (115774.590000 sec): 3 clusters
  Score: Raw -333396.702119 + Penalty 2707.060455 = -330689.641664
  nChanged 13
		SP:Iteration 41Q (115774.760000 sec): 3 clusters
  Score: Raw -333401.694293 + Penalty 2707.060455 = -330694.633838
  nChanged 9
		SP:Iteration 42Q (115774.940000 sec): 3 clusters
  Score: Raw -333405.795005 + Penalty 2707.060455 = -330698.734550
  nChanged 14
		SP:Iteration 43Q (115775.140000 sec): 3 clusters
  Score: Raw -333413.989232 + Penalty 2707.060455 = -330706.928777
  nChanged 16
		SP:Iteration 44Q (115775.300000 sec): 3 clusters
  Score: Raw -333420.488566 + Penalty 2707.060455 = -330713.428111
  nChanged 20
		SP:Iteration 45Q (115775.460000 sec): 3 clusters
  Score: Raw -333427.671631 + Penalty 2707.060455 = -330720.611177
  nChanged 10
		SP:Iteration 46Q (115775.620000 sec): 3 clusters
  Score: Raw -333430.311062 + Penalty 2707.060455 = -330723.250607
  nChanged 6
		SP:Iteration 47Q (115775.800000 sec): 3 clusters
  Score: Raw -333431.929822 + Penalty 2707.060455 = -330724.869367
  nChanged 5
		SP:Iteration 48Q (115775.970000 sec): 3 clusters
  Score: Raw -333433.027901 + Penalty 2707.060455 = -330725.967447
  nChanged 3
		SP:Iteration 49Q (115776.150000 sec): 3 clusters
  Score: Raw -333433.416183 + Penalty 2707.060455 = -330726.355728
  nChanged 1
		SP:Iteration 50Q (115776.330000 sec): 3 clusters
  Score: Raw -333433.510634 + Penalty 2707.060455 = -330726.450180
  nChanged 1
		SP:Iteration 51Q (115776.500000 sec): 3 clusters
  Score: Raw -333433.801502 + Penalty 2707.060455 = -330726.741047
  nChanged 2
		SP:Iteration 52Q (115776.670000 sec): 3 clusters
  Score: Raw -333434.285320 + Penalty 2707.060455 = -330727.224865
  nChanged 1
		SP:Iteration 53Q (115776.850000 sec): 3 clusters
  Score: Raw -333434.356578 + Penalty 2707.060455 = -330727.296124
  nChanged 0
		SP:Iteration 54F (115777.030000 sec): 3 clusters
  Score: Raw -333434.356578 + Penalty 2707.060455 = -330727.296124
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 37 (157919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115777.930000 sec): 2 clusters
  Score: Raw -13552153.818694 + Penalty 1945.098597 = -13550208.720097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115779.130000 sec): 3 clusters
  Score: Raw -13448229.928101 + Penalty 3890.197195 = -13444339.730906
  nChanged 76179
		SP:Iteration 1F (115780.300000 sec): 3 clusters
  Score: Raw -13493341.448344 + Penalty 3890.197195 = -13489451.251150
  nChanged 6719
		SP:Iteration 2Q (115781.630000 sec): 3 clusters
  Score: Raw -13495914.422384 + Penalty 3890.197195 = -13492024.225189
  nChanged 9250
		SP:Iteration 3F (115782.710000 sec): 3 clusters
  Score: Raw -13500850.386015 + Penalty 3890.197195 = -13496960.188820
  nChanged 11940
		SP:Iteration 4F (115783.830000 sec): 3 clusters
  Score: Raw -13508927.177685 + Penalty 3890.197195 = -13505036.980490
  nChanged 13184
		SP:Iteration 5F (115784.980000 sec): 3 clusters
  Score: Raw -13519274.600830 + Penalty 3890.197195 = -13515384.403635
  nChanged 12346
		SP:Iteration 6F (115786.150000 sec): 3 clusters
  Score: Raw -13529604.094618 + Penalty 3890.197195 = -13525713.897424
  nChanged 10125
		SP:Iteration 7F (115787.220000 sec): 3 clusters
  Score: Raw -13538639.859676 + Penalty 3890.197195 = -13534749.662481
  nChanged 7357
		SP:Iteration 8Q (115788.500000 sec): 3 clusters
  Score: Raw -13545658.305608 + Penalty 3890.197195 = -13541768.108413
  nChanged 4327
		SP:Iteration 9Q (115789.810000 sec): 3 clusters
  Score: Raw -13549879.157095 + Penalty 3890.197195 = -13545988.959901
  nChanged 1800
		SP:Iteration 10Q (115790.960000 sec): 3 clusters
  Score: Raw -13551555.098991 + Penalty 3890.197195 = -13547664.901797
  nChanged 548
		SP:Iteration 11Q (115792.190000 sec): 3 clusters
  Score: Raw -13552060.674119 + Penalty 3890.197195 = -13548170.476924
  nChanged 146
		SP:Iteration 12Q (115793.390000 sec): 3 clusters
  Score: Raw -13552227.858247 + Penalty 3890.197195 = -13548337.661052
  nChanged 63
		SP:Iteration 13Q (115794.640000 sec): 3 clusters
  Score: Raw -13552295.679472 + Penalty 3890.197195 = -13548405.482278
  nChanged 27
		SP:Iteration 14Q (115795.780000 sec): 3 clusters
  Score: Raw -13552322.840370 + Penalty 3890.197195 = -13548432.643175
  nChanged 21
		SP:Iteration 15Q (115796.980000 sec): 3 clusters
  Score: Raw -13552343.111727 + Penalty 3890.197195 = -13548452.914532
  nChanged 16
		SP:Iteration 16Q (115798.110000 sec): 3 clusters
  Score: Raw -13552360.831184 + Penalty 3890.197195 = -13548470.633990
  nChanged 12
		SP:Iteration 17Q (115799.330000 sec): 3 clusters
  Score: Raw -13552371.414532 + Penalty 3890.197195 = -13548481.217337
  nChanged 6
		SP:Iteration 18Q (115800.540000 sec): 3 clusters
  Score: Raw -13552383.006395 + Penalty 3890.197195 = -13548492.809200
  nChanged 8
		SP:Iteration 19Q (115801.800000 sec): 3 clusters
  Score: Raw -13552396.841893 + Penalty 3890.197195 = -13548506.644699
  nChanged 7
		SP:Iteration 20F (115802.970000 sec): 3 clusters
  Score: Raw -13552409.045113 + Penalty 3890.197195 = -13548518.847919
  nChanged 9
		SP:Iteration 21Q (115804.200000 sec): 3 clusters
  Score: Raw -13552420.295460 + Penalty 3890.197195 = -13548530.098266
  nChanged 10
		SP:Iteration 22Q (115805.420000 sec): 3 clusters
  Score: Raw -13552432.101223 + Penalty 3890.197195 = -13548541.904029
  nChanged 6
		SP:Iteration 23Q (115806.670000 sec): 3 clusters
  Score: Raw -13552443.641700 + Penalty 3890.197195 = -13548553.444505
  nChanged 9
		SP:Iteration 24Q (115807.880000 sec): 3 clusters
  Score: Raw -13552453.318340 + Penalty 3890.197195 = -13548563.121145
  nChanged 5
		SP:Iteration 25Q (115809.140000 sec): 3 clusters
  Score: Raw -13552457.798422 + Penalty 3890.197195 = -13548567.601227
  nChanged 4
		SP:Iteration 26Q (115810.410000 sec): 3 clusters
  Score: Raw -13552461.034381 + Penalty 3890.197195 = -13548570.837186
  nChanged 2
		SP:Iteration 27Q (115811.650000 sec): 3 clusters
  Score: Raw -13552464.481055 + Penalty 3890.197195 = -13548574.283860
  nChanged 1
		SP:Iteration 28Q (115812.860000 sec): 3 clusters
  Score: Raw -13552465.557426 + Penalty 3890.197195 = -13548575.360231
  nChanged 0
		SP:Iteration 29F (115814.040000 sec): 3 clusters
  Score: Raw -13552465.557426 + Penalty 3890.197195 = -13548575.360231
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 38 (10331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115814.180000 sec): 2 clusters
  Score: Raw -836081.035712 + Penalty 1501.971959 = -834579.063753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115814.440000 sec): 3 clusters
  Score: Raw -830191.152377 + Penalty 3003.943918 = -827187.208459
  nChanged 4414
		SP:Iteration 1F (115814.630000 sec): 3 clusters
  Score: Raw -832650.996698 + Penalty 3003.943918 = -829647.052780
  nChanged 670
		SP:Iteration 2F (115814.870000 sec): 3 clusters
  Score: Raw -832987.623380 + Penalty 3003.943918 = -829983.679462
  nChanged 630
		SP:Iteration 3F (115815.010000 sec): 3 clusters
  Score: Raw -833336.748137 + Penalty 3003.943918 = -830332.804219
  nChanged 612
		SP:Iteration 4F (115815.220000 sec): 3 clusters
  Score: Raw -833700.869658 + Penalty 3003.943918 = -830696.925740
  nChanged 563
		SP:Iteration 5F (115815.500000 sec): 3 clusters
  Score: Raw -834019.925793 + Penalty 3003.943918 = -831015.981875
  nChanged 512
		SP:Iteration 6Q (115815.670000 sec): 3 clusters
  Score: Raw -834336.647444 + Penalty 3003.943918 = -831332.703526
  nChanged 477
		SP:Iteration 7Q (115815.890000 sec): 3 clusters
  Score: Raw -834608.551826 + Penalty 3003.943918 = -831604.607908
  nChanged 381
		SP:Iteration 8Q (115816.110000 sec): 3 clusters
  Score: Raw -834794.789351 + Penalty 3003.943918 = -831790.845433
  nChanged 307
		SP:Iteration 9Q (115816.340000 sec): 3 clusters
  Score: Raw -834924.450949 + Penalty 3003.943918 = -831920.507031
  nChanged 270
		SP:Iteration 10Q (115816.590000 sec): 3 clusters
  Score: Raw -835028.630635 + Penalty 3003.943918 = -832024.686718
  nChanged 198
		SP:Iteration 11Q (115816.800000 sec): 3 clusters
  Score: Raw -835094.139085 + Penalty 3003.943918 = -832090.195168
  nChanged 172
		SP:Iteration 12Q (115817.020000 sec): 3 clusters
  Score: Raw -835146.155303 + Penalty 3003.943918 = -832142.211385
  nChanged 156
		SP:Iteration 13Q (115817.240000 sec): 3 clusters
  Score: Raw -835189.474959 + Penalty 3003.943918 = -832185.531041
  nChanged 139
		SP:Iteration 14Q (115817.490000 sec): 3 clusters
  Score: Raw -835227.734126 + Penalty 3003.943918 = -832223.790208
  nChanged 109
		SP:Iteration 15Q (115817.690000 sec): 3 clusters
  Score: Raw -835255.353076 + Penalty 3003.943918 = -832251.409158
  nChanged 103
		SP:Iteration 16Q (115817.900000 sec): 3 clusters
  Score: Raw -835280.896677 + Penalty 3003.943918 = -832276.952759
  nChanged 95
		SP:Iteration 17Q (115818.120000 sec): 3 clusters
  Score: Raw -835304.736938 + Penalty 3003.943918 = -832300.793020
  nChanged 77
		SP:Iteration 18Q (115818.330000 sec): 3 clusters
  Score: Raw -835324.249266 + Penalty 3003.943918 = -832320.305348
  nChanged 75
		SP:Iteration 19Q (115818.550000 sec): 3 clusters
  Score: Raw -835340.333479 + Penalty 3003.943918 = -832336.389561
  nChanged 71
		SP:Iteration 20F (115818.720000 sec): 3 clusters
  Score: Raw -835354.854200 + Penalty 3003.943918 = -832350.910282
  nChanged 54
		SP:Iteration 21Q (115818.940000 sec): 3 clusters
  Score: Raw -835364.393202 + Penalty 3003.943918 = -832360.449284
  nChanged 38
		SP:Iteration 22Q (115819.140000 sec): 3 clusters
  Score: Raw -835371.224855 + Penalty 3003.943918 = -832367.280937
  nChanged 49
		SP:Iteration 23Q (115819.340000 sec): 3 clusters
  Score: Raw -835379.462163 + Penalty 3003.943918 = -832375.518245
  nChanged 43
		SP:Iteration 24Q (115819.590000 sec): 3 clusters
  Score: Raw -835384.792980 + Penalty 3003.943918 = -832380.849062
  nChanged 35
		SP:Iteration 25Q (115819.810000 sec): 3 clusters
  Score: Raw -835390.205687 + Penalty 3003.943918 = -832386.261769
  nChanged 26
		SP:Iteration 26Q (115820.020000 sec): 3 clusters
  Score: Raw -835394.664704 + Penalty 3003.943918 = -832390.720786
  nChanged 26
		SP:Iteration 27Q (115820.220000 sec): 3 clusters
  Score: Raw -835397.729991 + Penalty 3003.943918 = -832393.786073
  nChanged 20
		SP:Iteration 28Q (115820.420000 sec): 3 clusters
  Score: Raw -835399.766337 + Penalty 3003.943918 = -832395.822419
  nChanged 18
		SP:Iteration 29Q (115820.690000 sec): 3 clusters
  Score: Raw -835401.698632 + Penalty 3003.943918 = -832397.754714
  nChanged 18
		SP:Iteration 30Q (115820.910000 sec): 3 clusters
  Score: Raw -835403.631524 + Penalty 3003.943918 = -832399.687606
  nChanged 19
		SP:Iteration 31Q (115821.120000 sec): 3 clusters
  Score: Raw -835405.943542 + Penalty 3003.943918 = -832401.999624
  nChanged 18
		SP:Iteration 32Q (115821.330000 sec): 3 clusters
  Score: Raw -835408.355858 + Penalty 3003.943918 = -832404.411940
  nChanged 21
		SP:Iteration 33Q (115821.540000 sec): 3 clusters
  Score: Raw -835410.523615 + Penalty 3003.943918 = -832406.579697
  nChanged 16
		SP:Iteration 34Q (115821.750000 sec): 3 clusters
  Score: Raw -835411.639193 + Penalty 3003.943918 = -832407.695275
  nChanged 11
		SP:Iteration 35Q (115821.990000 sec): 3 clusters
  Score: Raw -835412.538815 + Penalty 3003.943918 = -832408.594897
  nChanged 7
		SP:Iteration 36Q (115822.210000 sec): 3 clusters
  Score: Raw -835413.231426 + Penalty 3003.943918 = -832409.287508
  nChanged 6
		SP:Iteration 37Q (115822.430000 sec): 3 clusters
  Score: Raw -835413.642475 + Penalty 3003.943918 = -832409.698557
  nChanged 2
		SP:Iteration 38Q (115822.650000 sec): 3 clusters
  Score: Raw -835413.757796 + Penalty 3003.943918 = -832409.813878
  nChanged 1
		SP:Iteration 39Q (115822.870000 sec): 3 clusters
  Score: Raw -835413.798536 + Penalty 3003.943918 = -832409.854619
  nChanged 0
		SP:Iteration 40F (115823.040000 sec): 3 clusters
  Score: Raw -835413.798536 + Penalty 3003.943918 = -832409.854619
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 39 (3447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115823.140000 sec): 2 clusters
  Score: Raw -297151.009143 + Penalty 1323.604680 = -295827.404464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115823.320000 sec): 3 clusters
  Score: Raw -295486.466189 + Penalty 2647.209359 = -292839.256830
  nChanged 1307
		SP:Iteration 1F (115823.490000 sec): 3 clusters
  Score: Raw -296191.816525 + Penalty 2647.209359 = -293544.607166
  nChanged 237
		SP:Iteration 2F (115823.670000 sec): 3 clusters
  Score: Raw -296327.550544 + Penalty 2647.209359 = -293680.341185
  nChanged 167
		SP:Iteration 3Q (115823.840000 sec): 3 clusters
  Score: Raw -296415.842231 + Penalty 2647.209359 = -293768.632871
  nChanged 136
		SP:Iteration 4Q (115824.060000 sec): 3 clusters
  Score: Raw -296493.764282 + Penalty 2647.209359 = -293846.554923
  nChanged 139
		SP:Iteration 5Q (115824.200000 sec): 3 clusters
  Score: Raw -296575.257571 + Penalty 2647.209359 = -293928.048212
  nChanged 150
		SP:Iteration 6Q (115824.380000 sec): 3 clusters
  Score: Raw -296665.685909 + Penalty 2647.209359 = -294018.476550
  nChanged 158
		SP:Iteration 7Q (115824.510000 sec): 3 clusters
  Score: Raw -296756.179563 + Penalty 2647.209359 = -294108.970204
  nChanged 117
		SP:Iteration 8Q (115824.690000 sec): 3 clusters
  Score: Raw -296822.442234 + Penalty 2647.209359 = -294175.232875
  nChanged 111
		SP:Iteration 9Q (115824.860000 sec): 3 clusters
  Score: Raw -296880.868867 + Penalty 2647.209359 = -294233.659508
  nChanged 84
		SP:Iteration 10Q (115825.040000 sec): 3 clusters
  Score: Raw -296927.610278 + Penalty 2647.209359 = -294280.400918
  nChanged 82
		SP:Iteration 11Q (115825.220000 sec): 3 clusters
  Score: Raw -296977.351270 + Penalty 2647.209359 = -294330.141911
  nChanged 76
		SP:Iteration 12Q (115825.390000 sec): 3 clusters
  Score: Raw -297020.717176 + Penalty 2647.209359 = -294373.507816
  nChanged 56
		SP:Iteration 13Q (115825.570000 sec): 3 clusters
  Score: Raw -297048.524555 + Penalty 2647.209359 = -294401.315196
  nChanged 48
		SP:Iteration 14Q (115825.740000 sec): 3 clusters
  Score: Raw -297076.370794 + Penalty 2647.209359 = -294429.161435
  nChanged 42
		SP:Iteration 15Q (115825.920000 sec): 3 clusters
  Score: Raw -297101.752488 + Penalty 2647.209359 = -294454.543129
  nChanged 35
		SP:Iteration 16Q (115826.100000 sec): 3 clusters
  Score: Raw -297123.271675 + Penalty 2647.209359 = -294476.062316
  nChanged 29
		SP:Iteration 17Q (115826.270000 sec): 3 clusters
  Score: Raw -297138.454065 + Penalty 2647.209359 = -294491.244706
  nChanged 21
		SP:Iteration 18Q (115826.450000 sec): 3 clusters
  Score: Raw -297148.690158 + Penalty 2647.209359 = -294501.480799
  nChanged 22
		SP:Iteration 19Q (115826.620000 sec): 3 clusters
  Score: Raw -297162.276990 + Penalty 2647.209359 = -294515.067630
  nChanged 18
		SP:Iteration 20F (115826.800000 sec): 3 clusters
  Score: Raw -297171.510920 + Penalty 2647.209359 = -294524.301561
  nChanged 18
		SP:Iteration 21Q (115826.970000 sec): 3 clusters
  Score: Raw -297180.021983 + Penalty 2647.209359 = -294532.812624
  nChanged 19
		SP:Iteration 22Q (115827.150000 sec): 3 clusters
  Score: Raw -297191.994143 + Penalty 2647.209359 = -294544.784784
  nChanged 11
		SP:Iteration 23Q (115827.320000 sec): 3 clusters
  Score: Raw -297199.052091 + Penalty 2647.209359 = -294551.842732
  nChanged 9
		SP:Iteration 24Q (115827.510000 sec): 3 clusters
  Score: Raw -297205.076864 + Penalty 2647.209359 = -294557.867505
  nChanged 12
		SP:Iteration 25Q (115827.650000 sec): 3 clusters
  Score: Raw -297213.603075 + Penalty 2647.209359 = -294566.393716
  nChanged 13
		SP:Iteration 26Q (115827.800000 sec): 3 clusters
  Score: Raw -297225.133288 + Penalty 2647.209359 = -294577.923928
  nChanged 15
		SP:Iteration 27Q (115827.960000 sec): 3 clusters
  Score: Raw -297237.794381 + Penalty 2647.209359 = -294590.585022
  nChanged 10
		SP:Iteration 28Q (115828.120000 sec): 3 clusters
  Score: Raw -297243.891401 + Penalty 2647.209359 = -294596.682042
  nChanged 12
		SP:Iteration 29Q (115828.300000 sec): 3 clusters
  Score: Raw -297251.618731 + Penalty 2647.209359 = -294604.409372
  nChanged 5
		SP:Iteration 30Q (115828.470000 sec): 3 clusters
  Score: Raw -297254.651627 + Penalty 2647.209359 = -294607.442268
  nChanged 3
		SP:Iteration 31Q (115828.640000 sec): 3 clusters
  Score: Raw -297256.309426 + Penalty 2647.209359 = -294609.100067
  nChanged 2
		SP:Iteration 32Q (115828.820000 sec): 3 clusters
  Score: Raw -297257.288314 + Penalty 2647.209359 = -294610.078955
  nChanged 4
		SP:Iteration 33Q (115828.990000 sec): 3 clusters
  Score: Raw -297260.030439 + Penalty 2647.209359 = -294612.821080
  nChanged 4
		SP:Iteration 34Q (115829.160000 sec): 3 clusters
  Score: Raw -297264.554642 + Penalty 2647.209359 = -294617.345283
  nChanged 6
		SP:Iteration 35Q (115829.340000 sec): 3 clusters
  Score: Raw -297267.885061 + Penalty 2647.209359 = -294620.675702
  nChanged 1
		SP:Iteration 36Q (115829.520000 sec): 3 clusters
  Score: Raw -297268.854591 + Penalty 2647.209359 = -294621.645232
  nChanged 0
		SP:Iteration 37F (115829.690000 sec): 3 clusters
  Score: Raw -297268.854591 + Penalty 2647.209359 = -294621.645232
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 40 (6820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115829.810000 sec): 2 clusters
  Score: Raw -568813.814694 + Penalty 1434.487397 = -567379.327297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115830.020000 sec): 3 clusters
  Score: Raw -565159.940742 + Penalty 2868.974794 = -562290.965948
  nChanged 2874
		SP:Iteration 1F (115830.180000 sec): 3 clusters
  Score: Raw -567057.890790 + Penalty 2868.974794 = -564188.915996
  nChanged 685
		SP:Iteration 2F (115830.340000 sec): 3 clusters
  Score: Raw -567718.387908 + Penalty 2868.974794 = -564849.413114
  nChanged 623
		SP:Iteration 3F (115830.500000 sec): 3 clusters
  Score: Raw -568286.557911 + Penalty 2868.974794 = -565417.583117
  nChanged 491
		SP:Iteration 4F (115830.670000 sec): 3 clusters
  Score: Raw -568710.537387 + Penalty 2868.974794 = -565841.562593
  nChanged 364
		SP:Iteration 5F (115830.830000 sec): 3 clusters
  Score: Raw -568965.371593 + Penalty 2868.974794 = -566096.396799
  nChanged 266
		SP:Iteration 6Q (115831.020000 sec): 3 clusters
  Score: Raw -569097.274637 + Penalty 2868.974794 = -566228.299843
  nChanged 161
		SP:Iteration 7Q (115831.200000 sec): 3 clusters
  Score: Raw -569157.722780 + Penalty 2868.974794 = -566288.747986
  nChanged 99
		SP:Iteration 8Q (115831.390000 sec): 3 clusters
  Score: Raw -569188.552450 + Penalty 2868.974794 = -566319.577656
  nChanged 71
		SP:Iteration 9Q (115831.580000 sec): 3 clusters
  Score: Raw -569204.672975 + Penalty 2868.974794 = -566335.698181
  nChanged 42
		SP:Iteration 10Q (115831.780000 sec): 3 clusters
  Score: Raw -569214.405070 + Penalty 2868.974794 = -566345.430276
  nChanged 30
		SP:Iteration 11Q (115831.970000 sec): 3 clusters
  Score: Raw -569221.225427 + Penalty 2868.974794 = -566352.250633
  nChanged 30
		SP:Iteration 12Q (115832.160000 sec): 3 clusters
  Score: Raw -569227.039823 + Penalty 2868.974794 = -566358.065029
  nChanged 22
		SP:Iteration 13Q (115832.360000 sec): 3 clusters
  Score: Raw -569231.265804 + Penalty 2868.974794 = -566362.291010
  nChanged 20
		SP:Iteration 14Q (115832.620000 sec): 3 clusters
  Score: Raw -569233.790753 + Penalty 2868.974794 = -566364.815959
  nChanged 8
		SP:Iteration 15Q (115832.810000 sec): 3 clusters
  Score: Raw -569235.201993 + Penalty 2868.974794 = -566366.227199
  nChanged 9
		SP:Iteration 16Q (115832.980000 sec): 3 clusters
  Score: Raw -569236.830452 + Penalty 2868.974794 = -566367.855658
  nChanged 4
		SP:Iteration 17Q (115833.170000 sec): 3 clusters
  Score: Raw -569237.394314 + Penalty 2868.974794 = -566368.419520
  nChanged 3
		SP:Iteration 18Q (115833.360000 sec): 3 clusters
  Score: Raw -569237.766677 + Penalty 2868.974794 = -566368.791883
  nChanged 0
		SP:Iteration 19F (115833.570000 sec): 3 clusters
  Score: Raw -569237.766677 + Penalty 2868.974794 = -566368.791883
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 41 (9496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115833.720000 sec): 2 clusters
  Score: Raw -759552.551009 + Penalty 1488.276715 = -758064.274294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115833.890000 sec): 3 clusters
  Score: Raw -754166.991356 + Penalty 2976.553429 = -751190.437927
  nChanged 4132
		SP:Iteration 1F (115834.100000 sec): 3 clusters
  Score: Raw -756414.355307 + Penalty 2976.553429 = -753437.801877
  nChanged 589
		SP:Iteration 2F (115834.280000 sec): 3 clusters
  Score: Raw -756687.285335 + Penalty 2976.553429 = -753710.731905
  nChanged 521
		SP:Iteration 3F (115834.470000 sec): 3 clusters
  Score: Raw -756927.705099 + Penalty 2976.553429 = -753951.151670
  nChanged 478
		SP:Iteration 4F (115834.660000 sec): 3 clusters
  Score: Raw -757169.990851 + Penalty 2976.553429 = -754193.437422
  nChanged 460
		SP:Iteration 5Q (115834.840000 sec): 3 clusters
  Score: Raw -757437.068812 + Penalty 2976.553429 = -754460.515383
  nChanged 463
		SP:Iteration 6Q (115835.020000 sec): 3 clusters
  Score: Raw -757728.137605 + Penalty 2976.553429 = -754751.584176
  nChanged 455
		SP:Iteration 7Q (115835.210000 sec): 3 clusters
  Score: Raw -758065.111048 + Penalty 2976.553429 = -755088.557619
  nChanged 474
		SP:Iteration 8Q (115835.390000 sec): 3 clusters
  Score: Raw -758434.973868 + Penalty 2976.553429 = -755458.420438
  nChanged 436
		SP:Iteration 9Q (115835.580000 sec): 3 clusters
  Score: Raw -758810.265236 + Penalty 2976.553429 = -755833.711807
  nChanged 312
		SP:Iteration 10Q (115835.760000 sec): 3 clusters
  Score: Raw -759067.352646 + Penalty 2976.553429 = -756090.799217
  nChanged 234
		SP:Iteration 11Q (115835.980000 sec): 3 clusters
  Score: Raw -759267.604387 + Penalty 2976.553429 = -756291.050958
  nChanged 152
		SP:Iteration 12Q (115836.200000 sec): 3 clusters
  Score: Raw -759393.368524 + Penalty 2976.553429 = -756416.815095
  nChanged 122
		SP:Iteration 13Q (115836.340000 sec): 3 clusters
  Score: Raw -759505.122743 + Penalty 2976.553429 = -756528.569314
  nChanged 91
		SP:Iteration 14Q (115836.510000 sec): 3 clusters
  Score: Raw -759585.984723 + Penalty 2976.553429 = -756609.431294
  nChanged 79
		SP:Iteration 15Q (115836.670000 sec): 3 clusters
  Score: Raw -759644.336295 + Penalty 2976.553429 = -756667.782865
  nChanged 55
		SP:Iteration 16Q (115836.840000 sec): 3 clusters
  Score: Raw -759681.124278 + Penalty 2976.553429 = -756704.570849
  nChanged 39
		SP:Iteration 17Q (115837.010000 sec): 3 clusters
  Score: Raw -759705.344659 + Penalty 2976.553429 = -756728.791230
  nChanged 26
		SP:Iteration 18Q (115837.230000 sec): 3 clusters
  Score: Raw -759723.758185 + Penalty 2976.553429 = -756747.204755
  nChanged 33
		SP:Iteration 19Q (115837.380000 sec): 3 clusters
  Score: Raw -759748.532024 + Penalty 2976.553429 = -756771.978595
  nChanged 26
		SP:Iteration 20F (115837.550000 sec): 3 clusters
  Score: Raw -759769.215690 + Penalty 2976.553429 = -756792.662261
  nChanged 24
		SP:Iteration 21Q (115837.720000 sec): 3 clusters
  Score: Raw -759782.646632 + Penalty 2976.553429 = -756806.093202
  nChanged 12
		SP:Iteration 22Q (115837.890000 sec): 3 clusters
  Score: Raw -759789.782358 + Penalty 2976.553429 = -756813.228929
  nChanged 10
		SP:Iteration 23Q (115838.060000 sec): 3 clusters
  Score: Raw -759796.051347 + Penalty 2976.553429 = -756819.497918
  nChanged 7
		SP:Iteration 24Q (115838.280000 sec): 3 clusters
  Score: Raw -759799.879058 + Penalty 2976.553429 = -756823.325629
  nChanged 10
		SP:Iteration 25Q (115838.460000 sec): 3 clusters
  Score: Raw -759804.087818 + Penalty 2976.553429 = -756827.534389
  nChanged 5
		SP:Iteration 26Q (115838.620000 sec): 3 clusters
  Score: Raw -759806.580702 + Penalty 2976.553429 = -756830.027273
  nChanged 3
		SP:Iteration 27Q (115838.780000 sec): 3 clusters
  Score: Raw -759808.575435 + Penalty 2976.553429 = -756832.022006
  nChanged 2
		SP:Iteration 28Q (115838.980000 sec): 3 clusters
  Score: Raw -759809.788928 + Penalty 2976.553429 = -756833.235498
  nChanged 1
		SP:Iteration 29Q (115839.140000 sec): 3 clusters
  Score: Raw -759810.468363 + Penalty 2976.553429 = -756833.914934
  nChanged 1
		SP:Iteration 30Q (115839.300000 sec): 3 clusters
  Score: Raw -759810.693180 + Penalty 2976.553429 = -756834.139751
  nChanged 1
		SP:Iteration 31Q (115839.460000 sec): 3 clusters
  Score: Raw -759811.049398 + Penalty 2976.553429 = -756834.495968
  nChanged 0
		SP:Iteration 32F (115839.630000 sec): 3 clusters
  Score: Raw -759811.049398 + Penalty 2976.553429 = -756834.495968
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 42 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115839.740000 sec): 2 clusters
  Score: Raw -43339.896402 + Penalty 1002.561744 = -42337.334658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115839.890000 sec): 3 clusters
  Score: Raw -43267.797631 + Penalty 2005.123488 = -41262.674143
  nChanged 101
		SP:Iteration 1F (115840.030000 sec): 3 clusters
  Score: Raw -43393.290895 + Penalty 2005.123488 = -41388.167407
  nChanged 31
		SP:Iteration 2F (115840.140000 sec): 3 clusters
  Score: Raw -43436.132726 + Penalty 2005.123488 = -41431.009238
  nChanged 12
		SP:Iteration 3Q (115840.300000 sec): 3 clusters
  Score: Raw -43458.647403 + Penalty 2005.123488 = -41453.523915
  nChanged 5
		SP:Iteration 4Q (115840.460000 sec): 3 clusters
  Score: Raw -43465.100319 + Penalty 2005.123488 = -41459.976831
  nChanged 2
		SP:Iteration 5Q (115840.620000 sec): 3 clusters
  Score: Raw -43468.573595 + Penalty 2005.123488 = -41463.450106
  nChanged 0
		SP:Iteration 6F (115840.780000 sec): 3 clusters
  Score: Raw -43468.573595 + Penalty 2005.123488 = -41463.450106
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 43 (9645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115840.920000 sec): 2 clusters
  Score: Raw -783635.703153 + Penalty 1490.806675 = -782144.896477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115841.090000 sec): 3 clusters
  Score: Raw -778149.339306 + Penalty 2981.613351 = -775167.725955
  nChanged 4213
		SP:Iteration 1F (115841.260000 sec): 3 clusters
  Score: Raw -780438.024321 + Penalty 2981.613351 = -777456.410970
  nChanged 584
		SP:Iteration 2F (115841.440000 sec): 3 clusters
  Score: Raw -780724.948078 + Penalty 2981.613351 = -777743.334727
  nChanged 563
		SP:Iteration 3F (115841.620000 sec): 3 clusters
  Score: Raw -781012.694128 + Penalty 2981.613351 = -778031.080777
  nChanged 572
		SP:Iteration 4F (115841.830000 sec): 3 clusters
  Score: Raw -781356.496312 + Penalty 2981.613351 = -778374.882961
  nChanged 597
		SP:Iteration 5F (115841.970000 sec): 3 clusters
  Score: Raw -781755.881364 + Penalty 2981.613351 = -778774.268014
  nChanged 619
		SP:Iteration 6F (115842.140000 sec): 3 clusters
  Score: Raw -782243.222772 + Penalty 2981.613351 = -779261.609421
  nChanged 618
		SP:Iteration 7F (115842.320000 sec): 3 clusters
  Score: Raw -782781.509454 + Penalty 2981.613351 = -779799.896103
  nChanged 524
		SP:Iteration 8F (115842.540000 sec): 3 clusters
  Score: Raw -783282.921302 + Penalty 2981.613351 = -780301.307952
  nChanged 375
		SP:Iteration 9Q (115842.720000 sec): 3 clusters
  Score: Raw -783659.748432 + Penalty 2981.613351 = -780678.135081
  nChanged 252
		SP:Iteration 10Q (115842.880000 sec): 3 clusters
  Score: Raw -783922.647231 + Penalty 2981.613351 = -780941.033880
  nChanged 140
		SP:Iteration 11Q (115843.080000 sec): 3 clusters
  Score: Raw -784051.455020 + Penalty 2981.613351 = -781069.841669
  nChanged 83
		SP:Iteration 12Q (115843.340000 sec): 3 clusters
  Score: Raw -784126.388747 + Penalty 2981.613351 = -781144.775397
  nChanged 47
		SP:Iteration 13Q (115843.600000 sec): 3 clusters
  Score: Raw -784166.128213 + Penalty 2981.613351 = -781184.514862
  nChanged 25
		SP:Iteration 14Q (115843.810000 sec): 3 clusters
  Score: Raw -784187.471133 + Penalty 2981.613351 = -781205.857783
  nChanged 16
		SP:Iteration 15Q (115844.000000 sec): 3 clusters
  Score: Raw -784197.839840 + Penalty 2981.613351 = -781216.226489
  nChanged 10
		SP:Iteration 16Q (115844.130000 sec): 3 clusters
  Score: Raw -784205.135727 + Penalty 2981.613351 = -781223.522376
  nChanged 7
		SP:Iteration 17Q (115844.340000 sec): 3 clusters
  Score: Raw -784209.184400 + Penalty 2981.613351 = -781227.571050
  nChanged 4
		SP:Iteration 18Q (115844.540000 sec): 3 clusters
  Score: Raw -784212.518786 + Penalty 2981.613351 = -781230.905435
  nChanged 3
		SP:Iteration 19Q (115844.800000 sec): 3 clusters
  Score: Raw -784217.008697 + Penalty 2981.613351 = -781235.395346
  nChanged 6
		SP:Iteration 20F (115844.980000 sec): 3 clusters
  Score: Raw -784233.326037 + Penalty 2981.613351 = -781251.712687
  nChanged 5
		SP:Iteration 21Q (115845.160000 sec): 3 clusters
  Score: Raw -784238.620092 + Penalty 2981.613351 = -781257.006741
  nChanged 5
		SP:Iteration 22Q (115845.350000 sec): 3 clusters
  Score: Raw -784242.850535 + Penalty 2981.613351 = -781261.237184
  nChanged 7
		SP:Iteration 23Q (115845.530000 sec): 3 clusters
  Score: Raw -784246.892114 + Penalty 2981.613351 = -781265.278764
  nChanged 3
		SP:Iteration 24Q (115845.710000 sec): 3 clusters
  Score: Raw -784249.375971 + Penalty 2981.613351 = -781267.762620
  nChanged 1
		SP:Iteration 25Q (115845.900000 sec): 3 clusters
  Score: Raw -784249.810157 + Penalty 2981.613351 = -781268.196807
  nChanged 0
		SP:Iteration 26F (115846.080000 sec): 3 clusters
  Score: Raw -784249.810157 + Penalty 2981.613351 = -781268.196807
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 44 (3348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115846.200000 sec): 2 clusters
  Score: Raw -278476.393667 + Penalty 1318.869245 = -277157.524422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115846.350000 sec): 3 clusters
  Score: Raw -276886.614567 + Penalty 2637.738490 = -274248.876077
  nChanged 1295
		SP:Iteration 1F (115846.530000 sec): 3 clusters
  Score: Raw -277824.961408 + Penalty 2637.738490 = -275187.222918
  nChanged 309
		SP:Iteration 2F (115846.710000 sec): 3 clusters
  Score: Raw -278092.614682 + Penalty 2637.738490 = -275454.876191
  nChanged 217
		SP:Iteration 3F (115846.880000 sec): 3 clusters
  Score: Raw -278271.989164 + Penalty 2637.738490 = -275634.250673
  nChanged 169
		SP:Iteration 4F (115847.060000 sec): 3 clusters
  Score: Raw -278390.756418 + Penalty 2637.738490 = -275753.017928
  nChanged 144
		SP:Iteration 5Q (115847.230000 sec): 3 clusters
  Score: Raw -278490.812513 + Penalty 2637.738490 = -275853.074022
  nChanged 120
		SP:Iteration 6Q (115847.410000 sec): 3 clusters
  Score: Raw -278580.902225 + Penalty 2637.738490 = -275943.163735
  nChanged 134
		SP:Iteration 7Q (115847.590000 sec): 3 clusters
  Score: Raw -278673.908440 + Penalty 2637.738490 = -276036.169949
  nChanged 130
		SP:Iteration 8Q (115847.760000 sec): 3 clusters
  Score: Raw -278771.282053 + Penalty 2637.738490 = -276133.543563
  nChanged 125
		SP:Iteration 9Q (115847.940000 sec): 3 clusters
  Score: Raw -278886.419969 + Penalty 2637.738490 = -276248.681479
  nChanged 146
		SP:Iteration 10Q (115848.110000 sec): 3 clusters
  Score: Raw -279071.153015 + Penalty 2637.738490 = -276433.414525
  nChanged 178
		SP:Iteration 11F (115848.290000 sec): 3 clusters
  Score: Raw -279376.851674 + Penalty 2637.738490 = -276739.113183
  nChanged 186
		SP:Iteration 12F (115848.460000 sec): 3 clusters
  Score: Raw -279859.495480 + Penalty 2637.738490 = -277221.756990
  nChanged 128
		SP:Iteration 13Q (115848.620000 sec): 3 clusters
  Score: Raw -280191.006397 + Penalty 2637.738490 = -277553.267907
  nChanged 66
		SP:Iteration 14Q (115848.780000 sec): 3 clusters
  Score: Raw -280267.545209 + Penalty 2637.738490 = -277629.806719
  nChanged 25
		SP:Iteration 15Q (115848.950000 sec): 3 clusters
  Score: Raw -280290.070628 + Penalty 2637.738490 = -277652.332138
  nChanged 11
		SP:Iteration 16Q (115849.100000 sec): 3 clusters
  Score: Raw -280299.241006 + Penalty 2637.738490 = -277661.502516
  nChanged 7
		SP:Iteration 17Q (115849.260000 sec): 3 clusters
  Score: Raw -280302.423308 + Penalty 2637.738490 = -277664.684818
  nChanged 6
		SP:Iteration 18Q (115849.420000 sec): 3 clusters
  Score: Raw -280304.492057 + Penalty 2637.738490 = -277666.753566
  nChanged 5
		SP:Iteration 19Q (115849.580000 sec): 3 clusters
  Score: Raw -280307.324348 + Penalty 2637.738490 = -277669.585858
  nChanged 8
		SP:Iteration 20F (115849.740000 sec): 3 clusters
  Score: Raw -280312.274308 + Penalty 2637.738490 = -277674.535818
  nChanged 5
		SP:Iteration 21Q (115849.900000 sec): 3 clusters
  Score: Raw -280314.528953 + Penalty 2637.738490 = -277676.790462
  nChanged 2
		SP:Iteration 22Q (115850.060000 sec): 3 clusters
  Score: Raw -280314.988876 + Penalty 2637.738490 = -277677.250386
  nChanged 0
		SP:Iteration 23F (115850.220000 sec): 3 clusters
  Score: Raw -280314.988876 + Penalty 2637.738490 = -277677.250386
  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 10.68 GB.

 Trying to split cluster 45 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115850.330000 sec): 2 clusters
  Score: Raw -19026.425410 + Penalty 915.071915 = -18111.353495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115850.510000 sec): 3 clusters
  Score: Raw -19147.166694 + Penalty 1830.143829 = -17317.022865
  nChanged 51
		SP:Iteration 1F (115850.690000 sec): 3 clusters
  Score: Raw -19254.987917 + Penalty 1830.143829 = -17424.844088
  nChanged 14
		SP:Iteration 2F (115850.860000 sec): 3 clusters
  Score: Raw -19292.205421 + Penalty 1830.143829 = -17462.061592
  nChanged 6
		SP:Iteration 3Q (115851.030000 sec): 3 clusters
  Score: Raw -19307.498370 + Penalty 1830.143829 = -17477.354541
  nChanged 3
		SP:Iteration 4Q (115851.210000 sec): 3 clusters
  Score: Raw -19319.253255 + Penalty 1830.143829 = -17489.109426
  nChanged 4
		SP:Iteration 5Q (115851.380000 sec): 3 clusters
  Score: Raw -19336.118621 + Penalty 1830.143829 = -17505.974792
  nChanged 2
		SP:Iteration 6Q (115851.560000 sec): 3 clusters
  Score: Raw -19350.564628 + Penalty 1830.143829 = -17520.420799
  nChanged 2
		SP:Iteration 7Q (115851.730000 sec): 3 clusters
  Score: Raw -19356.966928 + Penalty 1830.143829 = -17526.823099
  nChanged 1
		SP:Iteration 8Q (115851.910000 sec): 3 clusters
  Score: Raw -19361.844355 + Penalty 1830.143829 = -17531.700526
  nChanged 0
		SP:Iteration 9F (115852.090000 sec): 3 clusters
  Score: Raw -19361.844355 + Penalty 1830.143829 = -17531.700526
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 46 (1780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115852.160000 sec): 2 clusters
  Score: Raw -142532.904975 + Penalty 1216.209905 = -141316.695071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115852.330000 sec): 3 clusters
  Score: Raw -141778.756339 + Penalty 2432.419809 = -139346.336530
  nChanged 634
		SP:Iteration 1F (115852.500000 sec): 3 clusters
  Score: Raw -142181.212182 + Penalty 2432.419809 = -139748.792373
  nChanged 129
		SP:Iteration 2F (115852.680000 sec): 3 clusters
  Score: Raw -142266.420460 + Penalty 2432.419809 = -139834.000651
  nChanged 74
		SP:Iteration 3Q (115852.850000 sec): 3 clusters
  Score: Raw -142312.060931 + Penalty 2432.419809 = -139879.641122
  nChanged 48
		SP:Iteration 4Q (115853.030000 sec): 3 clusters
  Score: Raw -142343.664461 + Penalty 2432.419809 = -139911.244652
  nChanged 43
		SP:Iteration 5Q (115853.200000 sec): 3 clusters
  Score: Raw -142373.872987 + Penalty 2432.419809 = -139941.453178
  nChanged 35
		SP:Iteration 6Q (115853.370000 sec): 3 clusters
  Score: Raw -142393.398852 + Penalty 2432.419809 = -139960.979043
  nChanged 22
		SP:Iteration 7Q (115853.550000 sec): 3 clusters
  Score: Raw -142404.556659 + Penalty 2432.419809 = -139972.136850
  nChanged 17
		SP:Iteration 8Q (115853.720000 sec): 3 clusters
  Score: Raw -142413.359074 + Penalty 2432.419809 = -139980.939265
  nChanged 14
		SP:Iteration 9Q (115853.890000 sec): 3 clusters
  Score: Raw -142420.911220 + Penalty 2432.419809 = -139988.491411
  nChanged 9
		SP:Iteration 10Q (115854.070000 sec): 3 clusters
  Score: Raw -142428.272249 + Penalty 2432.419809 = -139995.852440
  nChanged 15
		SP:Iteration 11Q (115854.240000 sec): 3 clusters
  Score: Raw -142436.971536 + Penalty 2432.419809 = -140004.551727
  nChanged 8
		SP:Iteration 12Q (115854.410000 sec): 3 clusters
  Score: Raw -142440.021221 + Penalty 2432.419809 = -140007.601412
  nChanged 8
		SP:Iteration 13Q (115854.590000 sec): 3 clusters
  Score: Raw -142443.055521 + Penalty 2432.419809 = -140010.635712
  nChanged 2
		SP:Iteration 14Q (115854.760000 sec): 3 clusters
  Score: Raw -142443.538159 + Penalty 2432.419809 = -140011.118350
  nChanged 2
		SP:Iteration 15Q (115854.930000 sec): 3 clusters
  Score: Raw -142443.912175 + Penalty 2432.419809 = -140011.492366
  nChanged 3
		SP:Iteration 16Q (115855.110000 sec): 3 clusters
  Score: Raw -142444.769263 + Penalty 2432.419809 = -140012.349454
  nChanged 4
		SP:Iteration 17Q (115855.280000 sec): 3 clusters
  Score: Raw -142446.489229 + Penalty 2432.419809 = -140014.069419
  nChanged 5
		SP:Iteration 18Q (115855.450000 sec): 3 clusters
  Score: Raw -142449.173387 + Penalty 2432.419809 = -140016.753578
  nChanged 4
		SP:Iteration 19Q (115855.620000 sec): 3 clusters
  Score: Raw -142451.195818 + Penalty 2432.419809 = -140018.776009
  nChanged 6
		SP:Iteration 20F (115855.800000 sec): 3 clusters
  Score: Raw -142456.815887 + Penalty 2432.419809 = -140024.396078
  nChanged 8
		SP:Iteration 21Q (115855.970000 sec): 3 clusters
  Score: Raw -142460.818511 + Penalty 2432.419809 = -140028.398702
  nChanged 9
		SP:Iteration 22Q (115856.150000 sec): 3 clusters
  Score: Raw -142466.251211 + Penalty 2432.419809 = -140033.831402
  nChanged 7
		SP:Iteration 23Q (115856.320000 sec): 3 clusters
  Score: Raw -142469.882334 + Penalty 2432.419809 = -140037.462525
  nChanged 6
		SP:Iteration 24Q (115856.490000 sec): 3 clusters
  Score: Raw -142472.488920 + Penalty 2432.419809 = -140040.069111
  nChanged 4
		SP:Iteration 25Q (115856.600000 sec): 3 clusters
  Score: Raw -142474.242964 + Penalty 2432.419809 = -140041.823155
  nChanged 4
		SP:Iteration 26Q (115856.670000 sec): 3 clusters
  Score: Raw -142476.786897 + Penalty 2432.419809 = -140044.367088
  nChanged 4
		SP:Iteration 27Q (115856.720000 sec): 3 clusters
  Score: Raw -142479.143446 + Penalty 2432.419809 = -140046.723637
  nChanged 4
		SP:Iteration 28Q (115856.800000 sec): 3 clusters
  Score: Raw -142480.549915 + Penalty 2432.419809 = -140048.130106
  nChanged 3
		SP:Iteration 29Q (115856.970000 sec): 3 clusters
  Score: Raw -142481.860247 + Penalty 2432.419809 = -140049.440437
  nChanged 2
		SP:Iteration 30Q (115857.150000 sec): 3 clusters
  Score: Raw -142482.844693 + Penalty 2432.419809 = -140050.424884
  nChanged 2
		SP:Iteration 31Q (115857.320000 sec): 3 clusters
  Score: Raw -142484.667730 + Penalty 2432.419809 = -140052.247921
  nChanged 5
		SP:Iteration 32Q (115857.500000 sec): 3 clusters
  Score: Raw -142486.873118 + Penalty 2432.419809 = -140054.453309
  nChanged 5
		SP:Iteration 33Q (115857.670000 sec): 3 clusters
  Score: Raw -142489.659132 + Penalty 2432.419809 = -140057.239323
  nChanged 6
		SP:Iteration 34Q (115857.850000 sec): 3 clusters
  Score: Raw -142491.886063 + Penalty 2432.419809 = -140059.466254
  nChanged 3
		SP:Iteration 35Q (115858.030000 sec): 3 clusters
  Score: Raw -142493.441328 + Penalty 2432.419809 = -140061.021519
  nChanged 6
		SP:Iteration 36Q (115858.200000 sec): 3 clusters
  Score: Raw -142495.221514 + Penalty 2432.419809 = -140062.801705
  nChanged 6
		SP:Iteration 37Q (115858.380000 sec): 3 clusters
  Score: Raw -142496.584102 + Penalty 2432.419809 = -140064.164293
  nChanged 2
		SP:Iteration 38Q (115858.550000 sec): 3 clusters
  Score: Raw -142498.092882 + Penalty 2432.419809 = -140065.673073
  nChanged 8
		SP:Iteration 39Q (115858.730000 sec): 3 clusters
  Score: Raw -142502.695977 + Penalty 2432.419809 = -140070.276168
  nChanged 14
		SP:Iteration 40F (115858.910000 sec): 3 clusters
  Score: Raw -142511.401694 + Penalty 2432.419809 = -140078.981885
  nChanged 10
		SP:Iteration 41Q (115859.080000 sec): 3 clusters
  Score: Raw -142514.811237 + Penalty 2432.419809 = -140082.391427
  nChanged 4
		SP:Iteration 42Q (115859.260000 sec): 3 clusters
  Score: Raw -142516.379679 + Penalty 2432.419809 = -140083.959870
  nChanged 1
		SP:Iteration 43Q (115859.430000 sec): 3 clusters
  Score: Raw -142516.509423 + Penalty 2432.419809 = -140084.089614
  nChanged 0
		SP:Iteration 44F (115859.610000 sec): 3 clusters
  Score: Raw -142516.509423 + Penalty 2432.419809 = -140084.089614
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 47 (7121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115859.720000 sec): 2 clusters
  Score: Raw -594815.448969 + Penalty 1441.505560 = -593373.943409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115859.950000 sec): 3 clusters
  Score: Raw -590933.866596 + Penalty 2883.011119 = -588050.855477
  nChanged 2964
		SP:Iteration 1F (115860.130000 sec): 3 clusters
  Score: Raw -592583.769684 + Penalty 2883.011119 = -589700.758564
  nChanged 457
		SP:Iteration 2F (115860.370000 sec): 3 clusters
  Score: Raw -592818.956231 + Penalty 2883.011119 = -589935.945112
  nChanged 408
		SP:Iteration 3F (115860.470000 sec): 3 clusters
  Score: Raw -593004.500159 + Penalty 2883.011119 = -590121.489039
  nChanged 301
		SP:Iteration 4Q (115860.660000 sec): 3 clusters
  Score: Raw -593134.244594 + Penalty 2883.011119 = -590251.233475
  nChanged 246
		SP:Iteration 5Q (115860.870000 sec): 3 clusters
  Score: Raw -593255.487008 + Penalty 2883.011119 = -590372.475889
  nChanged 235
		SP:Iteration 6Q (115861.060000 sec): 3 clusters
  Score: Raw -593375.085224 + Penalty 2883.011119 = -590492.074105
  nChanged 227
		SP:Iteration 7Q (115861.260000 sec): 3 clusters
  Score: Raw -593481.024341 + Penalty 2883.011119 = -590598.013222
  nChanged 195
		SP:Iteration 8Q (115861.460000 sec): 3 clusters
  Score: Raw -593570.092284 + Penalty 2883.011119 = -590687.081165
  nChanged 197
		SP:Iteration 9Q (115861.660000 sec): 3 clusters
  Score: Raw -593663.770712 + Penalty 2883.011119 = -590780.759593
  nChanged 192
		SP:Iteration 10Q (115861.860000 sec): 3 clusters
  Score: Raw -593759.542258 + Penalty 2883.011119 = -590876.531138
  nChanged 196
		SP:Iteration 11Q (115862.060000 sec): 3 clusters
  Score: Raw -593857.676222 + Penalty 2883.011119 = -590974.665102
  nChanged 170
		SP:Iteration 12Q (115862.260000 sec): 3 clusters
  Score: Raw -593941.634695 + Penalty 2883.011119 = -591058.623576
  nChanged 182
		SP:Iteration 13Q (115862.380000 sec): 3 clusters
  Score: Raw -594020.413787 + Penalty 2883.011119 = -591137.402667
  nChanged 146
		SP:Iteration 14Q (115862.580000 sec): 3 clusters
  Score: Raw -594087.464130 + Penalty 2883.011119 = -591204.453010
  nChanged 164
		SP:Iteration 15Q (115862.760000 sec): 3 clusters
  Score: Raw -594173.516692 + Penalty 2883.011119 = -591290.505572
  nChanged 160
		SP:Iteration 16Q (115862.960000 sec): 3 clusters
  Score: Raw -594251.970345 + Penalty 2883.011119 = -591368.959226
  nChanged 140
		SP:Iteration 17Q (115863.160000 sec): 3 clusters
  Score: Raw -594325.663623 + Penalty 2883.011119 = -591442.652504
  nChanged 129
		SP:Iteration 18Q (115863.360000 sec): 3 clusters
  Score: Raw -594376.914607 + Penalty 2883.011119 = -591493.903487
  nChanged 93
		SP:Iteration 19Q (115863.560000 sec): 3 clusters
  Score: Raw -594410.353386 + Penalty 2883.011119 = -591527.342267
  nChanged 87
		SP:Iteration 20F (115863.750000 sec): 3 clusters
  Score: Raw -594446.283846 + Penalty 2883.011119 = -591563.272726
  nChanged 83
		SP:Iteration 21Q (115863.950000 sec): 3 clusters
  Score: Raw -594478.116260 + Penalty 2883.011119 = -591595.105141
  nChanged 79
		SP:Iteration 22Q (115864.150000 sec): 3 clusters
  Score: Raw -594510.549283 + Penalty 2883.011119 = -591627.538163
  nChanged 78
		SP:Iteration 23Q (115864.350000 sec): 3 clusters
  Score: Raw -594545.169495 + Penalty 2883.011119 = -591662.158376
  nChanged 86
		SP:Iteration 24Q (115864.550000 sec): 3 clusters
  Score: Raw -594581.165264 + Penalty 2883.011119 = -591698.154145
  nChanged 79
		SP:Iteration 25Q (115864.750000 sec): 3 clusters
  Score: Raw -594619.350972 + Penalty 2883.011119 = -591736.339853
  nChanged 74
		SP:Iteration 26Q (115864.950000 sec): 3 clusters
  Score: Raw -594650.731260 + Penalty 2883.011119 = -591767.720141
  nChanged 68
		SP:Iteration 27Q (115865.150000 sec): 3 clusters
  Score: Raw -594674.685083 + Penalty 2883.011119 = -591791.673963
  nChanged 58
		SP:Iteration 28Q (115865.350000 sec): 3 clusters
  Score: Raw -594704.783770 + Penalty 2883.011119 = -591821.772651
  nChanged 63
		SP:Iteration 29Q (115865.550000 sec): 3 clusters
  Score: Raw -594736.689988 + Penalty 2883.011119 = -591853.678868
  nChanged 54
		SP:Iteration 30Q (115865.750000 sec): 3 clusters
  Score: Raw -594764.595791 + Penalty 2883.011119 = -591881.584672
  nChanged 56
		SP:Iteration 31Q (115865.950000 sec): 3 clusters
  Score: Raw -594800.837795 + Penalty 2883.011119 = -591917.826676
  nChanged 58
		SP:Iteration 32Q (115866.150000 sec): 3 clusters
  Score: Raw -594839.650089 + Penalty 2883.011119 = -591956.638970
  nChanged 61
		SP:Iteration 33Q (115866.350000 sec): 3 clusters
  Score: Raw -594887.349220 + Penalty 2883.011119 = -592004.338100
  nChanged 60
		SP:Iteration 34Q (115866.550000 sec): 3 clusters
  Score: Raw -594929.395228 + Penalty 2883.011119 = -592046.384109
  nChanged 45
		SP:Iteration 35Q (115866.750000 sec): 3 clusters
  Score: Raw -594957.887117 + Penalty 2883.011119 = -592074.875998
  nChanged 39
		SP:Iteration 36Q (115866.950000 sec): 3 clusters
  Score: Raw -594983.744952 + Penalty 2883.011119 = -592100.733833
  nChanged 42
		SP:Iteration 37Q (115867.150000 sec): 3 clusters
  Score: Raw -595010.152113 + Penalty 2883.011119 = -592127.140994
  nChanged 40
		SP:Iteration 38Q (115867.350000 sec): 3 clusters
  Score: Raw -595029.996178 + Penalty 2883.011119 = -592146.985059
  nChanged 22
		SP:Iteration 39Q (115867.550000 sec): 3 clusters
  Score: Raw -595042.203297 + Penalty 2883.011119 = -592159.192178
  nChanged 33
		SP:Iteration 40F (115867.750000 sec): 3 clusters
  Score: Raw -595060.750006 + Penalty 2883.011119 = -592177.738887
  nChanged 29
		SP:Iteration 41Q (115867.950000 sec): 3 clusters
  Score: Raw -595080.127175 + Penalty 2883.011119 = -592197.116056
  nChanged 22
		SP:Iteration 42Q (115868.160000 sec): 3 clusters
  Score: Raw -595090.825518 + Penalty 2883.011119 = -592207.814399
  nChanged 16
		SP:Iteration 43Q (115868.360000 sec): 3 clusters
  Score: Raw -595097.122507 + Penalty 2883.011119 = -592214.111387
  nChanged 18
		SP:Iteration 44Q (115868.560000 sec): 3 clusters
  Score: Raw -595107.701651 + Penalty 2883.011119 = -592224.690531
  nChanged 13
		SP:Iteration 45Q (115868.760000 sec): 3 clusters
  Score: Raw -595115.164117 + Penalty 2883.011119 = -592232.152998
  nChanged 10
		SP:Iteration 46Q (115868.940000 sec): 3 clusters
  Score: Raw -595120.048568 + Penalty 2883.011119 = -592237.037449
  nChanged 7
		SP:Iteration 47Q (115869.130000 sec): 3 clusters
  Score: Raw -595123.425569 + Penalty 2883.011119 = -592240.414449
  nChanged 1
		SP:Iteration 48Q (115869.320000 sec): 3 clusters
  Score: Raw -595123.626349 + Penalty 2883.011119 = -592240.615230
  nChanged 3
		SP:Iteration 49Q (115869.500000 sec): 3 clusters
  Score: Raw -595124.599098 + Penalty 2883.011119 = -592241.587978
  nChanged 1
		SP:Iteration 50Q (115869.700000 sec): 3 clusters
  Score: Raw -595125.066682 + Penalty 2883.011119 = -592242.055563
  nChanged 1
		SP:Iteration 51Q (115869.890000 sec): 3 clusters
  Score: Raw -595125.443854 + Penalty 2883.011119 = -592242.432734
  nChanged 2
		SP:Iteration 52Q (115870.080000 sec): 3 clusters
  Score: Raw -595126.412756 + Penalty 2883.011119 = -592243.401637
  nChanged 2
		SP:Iteration 53Q (115870.260000 sec): 3 clusters
  Score: Raw -595127.839599 + Penalty 2883.011119 = -592244.828480
  nChanged 3
		SP:Iteration 54Q (115870.450000 sec): 3 clusters
  Score: Raw -595129.593445 + Penalty 2883.011119 = -592246.582326
  nChanged 2
		SP:Iteration 55Q (115870.660000 sec): 3 clusters
  Score: Raw -595130.092042 + Penalty 2883.011119 = -592247.080923
  nChanged 1
		SP:Iteration 56Q (115870.830000 sec): 3 clusters
  Score: Raw -595131.739236 + Penalty 2883.011119 = -592248.728117
  nChanged 4
		SP:Iteration 57Q (115871.000000 sec): 3 clusters
  Score: Raw -595134.286481 + Penalty 2883.011119 = -592251.275362
  nChanged 3
		SP:Iteration 58Q (115871.170000 sec): 3 clusters
  Score: Raw -595135.825458 + Penalty 2883.011119 = -592252.814339
  nChanged 7
		SP:Iteration 59Q (115871.340000 sec): 3 clusters
  Score: Raw -595139.626191 + Penalty 2883.011119 = -592256.615072
  nChanged 5
		SP:Iteration 60F (115871.520000 sec): 3 clusters
  Score: Raw -595141.745246 + Penalty 2883.011119 = -592258.734126
  nChanged 6
		SP:Iteration 61Q (115871.710000 sec): 3 clusters
  Score: Raw -595145.038175 + Penalty 2883.011119 = -592262.027055
  nChanged 2
		SP:Iteration 62Q (115871.900000 sec): 3 clusters
  Score: Raw -595145.836128 + Penalty 2883.011119 = -592262.825009
  nChanged 2
		SP:Iteration 63Q (115872.080000 sec): 3 clusters
  Score: Raw -595146.787855 + Penalty 2883.011119 = -592263.776735
  nChanged 1
		SP:Iteration 64Q (115872.280000 sec): 3 clusters
  Score: Raw -595146.995485 + Penalty 2883.011119 = -592263.984365
  nChanged 0
		SP:Iteration 65F (115872.470000 sec): 3 clusters
  Score: Raw -595146.995485 + Penalty 2883.011119 = -592263.984365
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 48 (10031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115872.700000 sec): 2 clusters
  Score: Raw -767222.370530 + Penalty 1497.183281 = -765725.187249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115872.870000 sec): 3 clusters
  Score: Raw -761511.679631 + Penalty 2994.366562 = -758517.313068
  nChanged 4378
		SP:Iteration 1F (115873.010000 sec): 3 clusters
  Score: Raw -763990.967675 + Penalty 2994.366562 = -760996.601113
  nChanged 687
		SP:Iteration 2F (115873.230000 sec): 3 clusters
  Score: Raw -764298.955027 + Penalty 2994.366562 = -761304.588464
  nChanged 542
		SP:Iteration 3F (115873.440000 sec): 3 clusters
  Score: Raw -764572.097492 + Penalty 2994.366562 = -761577.730929
  nChanged 495
		SP:Iteration 4Q (115873.660000 sec): 3 clusters
  Score: Raw -764813.028852 + Penalty 2994.366562 = -761818.662290
  nChanged 471
		SP:Iteration 5Q (115873.880000 sec): 3 clusters
  Score: Raw -765043.384653 + Penalty 2994.366562 = -762049.018090
  nChanged 442
		SP:Iteration 6Q (115874.090000 sec): 3 clusters
  Score: Raw -765246.471071 + Penalty 2994.366562 = -762252.104509
  nChanged 386
		SP:Iteration 7Q (115874.270000 sec): 3 clusters
  Score: Raw -765394.727392 + Penalty 2994.366562 = -762400.360829
  nChanged 301
		SP:Iteration 8Q (115874.490000 sec): 3 clusters
  Score: Raw -765506.875733 + Penalty 2994.366562 = -762512.509170
  nChanged 264
		SP:Iteration 9Q (115874.710000 sec): 3 clusters
  Score: Raw -765599.707196 + Penalty 2994.366562 = -762605.340633
  nChanged 264
		SP:Iteration 10Q (115874.940000 sec): 3 clusters
  Score: Raw -765698.277900 + Penalty 2994.366562 = -762703.911338
  nChanged 258
		SP:Iteration 11Q (115875.250000 sec): 3 clusters
  Score: Raw -765803.888438 + Penalty 2994.366562 = -762809.521876
  nChanged 250
		SP:Iteration 12Q (115875.390000 sec): 3 clusters
  Score: Raw -765887.916886 + Penalty 2994.366562 = -762893.550323
  nChanged 230
		SP:Iteration 13Q (115875.600000 sec): 3 clusters
  Score: Raw -765966.528298 + Penalty 2994.366562 = -762972.161736
  nChanged 207
		SP:Iteration 14Q (115875.820000 sec): 3 clusters
  Score: Raw -766045.430188 + Penalty 2994.366562 = -763051.063626
  nChanged 198
		SP:Iteration 15Q (115876.000000 sec): 3 clusters
  Score: Raw -766115.655644 + Penalty 2994.366562 = -763121.289082
  nChanged 219
		SP:Iteration 16Q (115876.180000 sec): 3 clusters
  Score: Raw -766195.914470 + Penalty 2994.366562 = -763201.547908
  nChanged 210
		SP:Iteration 17Q (115876.400000 sec): 3 clusters
  Score: Raw -766290.956184 + Penalty 2994.366562 = -763296.589621
  nChanged 231
		SP:Iteration 18Q (115876.660000 sec): 3 clusters
  Score: Raw -766399.822841 + Penalty 2994.366562 = -763405.456278
  nChanged 249
		SP:Iteration 19Q (115876.830000 sec): 3 clusters
  Score: Raw -766515.005093 + Penalty 2994.366562 = -763520.638531
  nChanged 243
		SP:Iteration 20F (115877.070000 sec): 3 clusters
  Score: Raw -766651.440788 + Penalty 2994.366562 = -763657.074225
  nChanged 259
		SP:Iteration 21Q (115877.290000 sec): 3 clusters
  Score: Raw -766816.596721 + Penalty 2994.366562 = -763822.230158
  nChanged 252
		SP:Iteration 22Q (115877.510000 sec): 3 clusters
  Score: Raw -766996.210204 + Penalty 2994.366562 = -764001.843642
  nChanged 233
		SP:Iteration 23Q (115877.710000 sec): 3 clusters
  Score: Raw -767144.934104 + Penalty 2994.366562 = -764150.567542
  nChanged 166
		SP:Iteration 24Q (115877.910000 sec): 3 clusters
  Score: Raw -767240.406703 + Penalty 2994.366562 = -764246.040141
  nChanged 133
		SP:Iteration 25Q (115878.190000 sec): 3 clusters
  Score: Raw -767308.973537 + Penalty 2994.366562 = -764314.606974
  nChanged 108
		SP:Iteration 26Q (115878.370000 sec): 3 clusters
  Score: Raw -767362.501861 + Penalty 2994.366562 = -764368.135299
  nChanged 103
		SP:Iteration 27Q (115878.590000 sec): 3 clusters
  Score: Raw -767422.954530 + Penalty 2994.366562 = -764428.587968
  nChanged 84
		SP:Iteration 28Q (115878.820000 sec): 3 clusters
  Score: Raw -767464.953984 + Penalty 2994.366562 = -764470.587422
  nChanged 65
		SP:Iteration 29Q (115879.110000 sec): 3 clusters
  Score: Raw -767503.022563 + Penalty 2994.366562 = -764508.656000
  nChanged 57
		SP:Iteration 30Q (115879.270000 sec): 3 clusters
  Score: Raw -767526.734761 + Penalty 2994.366562 = -764532.368198
  nChanged 41
		SP:Iteration 31Q (115879.470000 sec): 3 clusters
  Score: Raw -767542.656987 + Penalty 2994.366562 = -764548.290424
  nChanged 32
		SP:Iteration 32Q (115879.710000 sec): 3 clusters
  Score: Raw -767554.181650 + Penalty 2994.366562 = -764559.815087
  nChanged 25
		SP:Iteration 33Q (115879.910000 sec): 3 clusters
  Score: Raw -767563.540459 + Penalty 2994.366562 = -764569.173896
  nChanged 23
		SP:Iteration 34Q (115880.110000 sec): 3 clusters
  Score: Raw -767572.226794 + Penalty 2994.366562 = -764577.860232
  nChanged 25
		SP:Iteration 35Q (115880.330000 sec): 3 clusters
  Score: Raw -767582.847589 + Penalty 2994.366562 = -764588.481027
  nChanged 21
		SP:Iteration 36Q (115880.550000 sec): 3 clusters
  Score: Raw -767593.365932 + Penalty 2994.366562 = -764598.999369
  nChanged 21
		SP:Iteration 37Q (115880.760000 sec): 3 clusters
  Score: Raw -767603.852692 + Penalty 2994.366562 = -764609.486129
  nChanged 24
		SP:Iteration 38Q (115880.950000 sec): 3 clusters
  Score: Raw -767613.113571 + Penalty 2994.366562 = -764618.747009
  nChanged 23
		SP:Iteration 39Q (115881.160000 sec): 3 clusters
  Score: Raw -767624.690780 + Penalty 2994.366562 = -764630.324217
  nChanged 25
		SP:Iteration 40F (115881.290000 sec): 3 clusters
  Score: Raw -767632.589317 + Penalty 2994.366562 = -764638.222755
  nChanged 16
		SP:Iteration 41Q (115881.500000 sec): 3 clusters
  Score: Raw -767638.298197 + Penalty 2994.366562 = -764643.931634
  nChanged 14
		SP:Iteration 42Q (115881.710000 sec): 3 clusters
  Score: Raw -767644.048592 + Penalty 2994.366562 = -764649.682030
  nChanged 10
		SP:Iteration 43Q (115881.910000 sec): 3 clusters
  Score: Raw -767647.352787 + Penalty 2994.366562 = -764652.986225
  nChanged 13
		SP:Iteration 44Q (115882.120000 sec): 3 clusters
  Score: Raw -767651.380378 + Penalty 2994.366562 = -764657.013816
  nChanged 9
		SP:Iteration 45Q (115882.330000 sec): 3 clusters
  Score: Raw -767654.520278 + Penalty 2994.366562 = -764660.153715
  nChanged 8
		SP:Iteration 46Q (115882.500000 sec): 3 clusters
  Score: Raw -767657.445622 + Penalty 2994.366562 = -764663.079060
  nChanged 8
		SP:Iteration 47Q (115882.690000 sec): 3 clusters
  Score: Raw -767660.141293 + Penalty 2994.366562 = -764665.774731
  nChanged 3
		SP:Iteration 48Q (115882.820000 sec): 3 clusters
  Score: Raw -767661.286432 + Penalty 2994.366562 = -764666.919870
  nChanged 2
		SP:Iteration 49Q (115883.010000 sec): 3 clusters
  Score: Raw -767661.797672 + Penalty 2994.366562 = -764667.431110
  nChanged 2
		SP:Iteration 50Q (115883.170000 sec): 3 clusters
  Score: Raw -767663.203142 + Penalty 2994.366562 = -764668.836580
  nChanged 2
		SP:Iteration 51Q (115883.330000 sec): 3 clusters
  Score: Raw -767663.981759 + Penalty 2994.366562 = -764669.615196
  nChanged 6
		SP:Iteration 52Q (115883.490000 sec): 3 clusters
  Score: Raw -767666.024446 + Penalty 2994.366562 = -764671.657883
  nChanged 6
		SP:Iteration 53Q (115883.650000 sec): 3 clusters
  Score: Raw -767667.901286 + Penalty 2994.366562 = -764673.534724
  nChanged 2
		SP:Iteration 54Q (115883.840000 sec): 3 clusters
  Score: Raw -767668.349744 + Penalty 2994.366562 = -764673.983182
  nChanged 0
		SP:Iteration 55F (115884.050000 sec): 3 clusters
  Score: Raw -767668.349744 + Penalty 2994.366562 = -764673.983182
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 49 (4602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115884.170000 sec): 2 clusters
  Score: Raw -387790.452079 + Penalty 1370.565019 = -386419.887060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115884.340000 sec): 3 clusters
  Score: Raw -385486.846014 + Penalty 2741.130038 = -382745.715976
  nChanged 1817
		SP:Iteration 1F (115884.520000 sec): 3 clusters
  Score: Raw -386555.638381 + Penalty 2741.130038 = -383814.508343
  nChanged 374
		SP:Iteration 2F (115884.690000 sec): 3 clusters
  Score: Raw -386828.686008 + Penalty 2741.130038 = -384087.555970
  nChanged 295
		SP:Iteration 3F (115884.870000 sec): 3 clusters
  Score: Raw -387032.168240 + Penalty 2741.130038 = -384291.038202
  nChanged 238
		SP:Iteration 4F (115885.050000 sec): 3 clusters
  Score: Raw -387178.993388 + Penalty 2741.130038 = -384437.863350
  nChanged 201
		SP:Iteration 5Q (115885.220000 sec): 3 clusters
  Score: Raw -387311.370236 + Penalty 2741.130038 = -384570.240198
  nChanged 177
		SP:Iteration 6Q (115885.390000 sec): 3 clusters
  Score: Raw -387436.317719 + Penalty 2741.130038 = -384695.187681
  nChanged 182
		SP:Iteration 7Q (115885.570000 sec): 3 clusters
  Score: Raw -387568.057282 + Penalty 2741.130038 = -384826.927244
  nChanged 159
		SP:Iteration 8Q (115885.730000 sec): 3 clusters
  Score: Raw -387669.701730 + Penalty 2741.130038 = -384928.571692
  nChanged 144
		SP:Iteration 9Q (115885.890000 sec): 3 clusters
  Score: Raw -387757.027369 + Penalty 2741.130038 = -385015.897331
  nChanged 134
		SP:Iteration 10Q (115886.050000 sec): 3 clusters
  Score: Raw -387834.995014 + Penalty 2741.130038 = -385093.864976
  nChanged 120
		SP:Iteration 11Q (115886.220000 sec): 3 clusters
  Score: Raw -387914.913357 + Penalty 2741.130038 = -385173.783319
  nChanged 107
		SP:Iteration 12Q (115886.390000 sec): 3 clusters
  Score: Raw -387986.131821 + Penalty 2741.130038 = -385245.001783
  nChanged 105
		SP:Iteration 13Q (115886.570000 sec): 3 clusters
  Score: Raw -388049.988443 + Penalty 2741.130038 = -385308.858405
  nChanged 97
		SP:Iteration 14Q (115886.740000 sec): 3 clusters
  Score: Raw -388118.102274 + Penalty 2741.130038 = -385376.972236
  nChanged 100
		SP:Iteration 15Q (115886.920000 sec): 3 clusters
  Score: Raw -388195.616610 + Penalty 2741.130038 = -385454.486572
  nChanged 97
		SP:Iteration 16Q (115887.090000 sec): 3 clusters
  Score: Raw -388267.403716 + Penalty 2741.130038 = -385526.273678
  nChanged 93
		SP:Iteration 17Q (115887.260000 sec): 3 clusters
  Score: Raw -388329.533350 + Penalty 2741.130038 = -385588.403312
  nChanged 81
		SP:Iteration 18Q (115887.440000 sec): 3 clusters
  Score: Raw -388378.326550 + Penalty 2741.130038 = -385637.196512
  nChanged 70
		SP:Iteration 19Q (115887.610000 sec): 3 clusters
  Score: Raw -388423.905787 + Penalty 2741.130038 = -385682.775749
  nChanged 71
		SP:Iteration 20F (115887.790000 sec): 3 clusters
  Score: Raw -388467.213837 + Penalty 2741.130038 = -385726.083799
  nChanged 62
		SP:Iteration 21Q (115887.960000 sec): 3 clusters
  Score: Raw -388510.986228 + Penalty 2741.130038 = -385769.856190
  nChanged 58
		SP:Iteration 22Q (115888.130000 sec): 3 clusters
  Score: Raw -388565.914909 + Penalty 2741.130038 = -385824.784871
  nChanged 75
		SP:Iteration 23Q (115888.310000 sec): 3 clusters
  Score: Raw -388630.198333 + Penalty 2741.130038 = -385889.068295
  nChanged 71
		SP:Iteration 24Q (115888.480000 sec): 3 clusters
  Score: Raw -388674.052452 + Penalty 2741.130038 = -385932.922414
  nChanged 37
		SP:Iteration 25Q (115888.660000 sec): 3 clusters
  Score: Raw -388691.321354 + Penalty 2741.130038 = -385950.191316
  nChanged 20
		SP:Iteration 26Q (115888.860000 sec): 3 clusters
  Score: Raw -388698.777056 + Penalty 2741.130038 = -385957.647018
  nChanged 20
		SP:Iteration 27Q (115889.030000 sec): 3 clusters
  Score: Raw -388705.806776 + Penalty 2741.130038 = -385964.676738
  nChanged 14
		SP:Iteration 28Q (115889.200000 sec): 3 clusters
  Score: Raw -388709.494845 + Penalty 2741.130038 = -385968.364807
  nChanged 7
		SP:Iteration 29Q (115889.330000 sec): 3 clusters
  Score: Raw -388711.039096 + Penalty 2741.130038 = -385969.909058
  nChanged 9
		SP:Iteration 30Q (115889.510000 sec): 3 clusters
  Score: Raw -388713.598227 + Penalty 2741.130038 = -385972.468190
  nChanged 7
		SP:Iteration 31Q (115889.690000 sec): 3 clusters
  Score: Raw -388715.377445 + Penalty 2741.130038 = -385974.247407
  nChanged 4
		SP:Iteration 32Q (115889.860000 sec): 3 clusters
  Score: Raw -388716.275163 + Penalty 2741.130038 = -385975.145125
  nChanged 3
		SP:Iteration 33Q (115889.990000 sec): 3 clusters
  Score: Raw -388716.760803 + Penalty 2741.130038 = -385975.630765
  nChanged 1
		SP:Iteration 34Q (115890.170000 sec): 3 clusters
  Score: Raw -388716.844472 + Penalty 2741.130038 = -385975.714434
  nChanged 0
		SP:Iteration 35F (115890.340000 sec): 3 clusters
  Score: Raw -388716.844472 + Penalty 2741.130038 = -385975.714434
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 50 (7880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115890.460000 sec): 2 clusters
  Score: Raw -734389.594606 + Penalty 1457.963517 = -732931.631088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115890.650000 sec): 3 clusters
  Score: Raw -729960.278707 + Penalty 2915.927034 = -727044.351673
  nChanged 3371
		SP:Iteration 1F (115890.830000 sec): 3 clusters
  Score: Raw -731801.854247 + Penalty 2915.927034 = -728885.927212
  nChanged 480
		SP:Iteration 2F (115891.010000 sec): 3 clusters
  Score: Raw -732000.054458 + Penalty 2915.927034 = -729084.127424
  nChanged 375
		SP:Iteration 3Q (115891.190000 sec): 3 clusters
  Score: Raw -732136.923617 + Penalty 2915.927034 = -729220.996583
  nChanged 307
		SP:Iteration 4Q (115891.370000 sec): 3 clusters
  Score: Raw -732234.209944 + Penalty 2915.927034 = -729318.282910
  nChanged 244
		SP:Iteration 5Q (115891.580000 sec): 3 clusters
  Score: Raw -732312.345314 + Penalty 2915.927034 = -729396.418279
  nChanged 211
		SP:Iteration 6Q (115891.740000 sec): 3 clusters
  Score: Raw -732375.789132 + Penalty 2915.927034 = -729459.862098
  nChanged 197
		SP:Iteration 7Q (115891.930000 sec): 3 clusters
  Score: Raw -732432.944996 + Penalty 2915.927034 = -729517.017962
  nChanged 191
		SP:Iteration 8Q (115892.110000 sec): 3 clusters
  Score: Raw -732485.558140 + Penalty 2915.927034 = -729569.631106
  nChanged 169
		SP:Iteration 9Q (115892.280000 sec): 3 clusters
  Score: Raw -732528.867202 + Penalty 2915.927034 = -729612.940167
  nChanged 136
		SP:Iteration 10Q (115892.450000 sec): 3 clusters
  Score: Raw -732568.985161 + Penalty 2915.927034 = -729653.058126
  nChanged 134
		SP:Iteration 11Q (115892.610000 sec): 3 clusters
  Score: Raw -732607.574310 + Penalty 2915.927034 = -729691.647275
  nChanged 139
		SP:Iteration 12Q (115892.780000 sec): 3 clusters
  Score: Raw -732651.084911 + Penalty 2915.927034 = -729735.157876
  nChanged 158
		SP:Iteration 13Q (115892.950000 sec): 3 clusters
  Score: Raw -732705.019148 + Penalty 2915.927034 = -729789.092113
  nChanged 159
		SP:Iteration 14Q (115893.110000 sec): 3 clusters
  Score: Raw -732762.824228 + Penalty 2915.927034 = -729846.897193
  nChanged 161
		SP:Iteration 15Q (115893.310000 sec): 3 clusters
  Score: Raw -732828.214766 + Penalty 2915.927034 = -729912.287732
  nChanged 177
		SP:Iteration 16Q (115893.500000 sec): 3 clusters
  Score: Raw -732904.284067 + Penalty 2915.927034 = -729988.357032
  nChanged 180
		SP:Iteration 17Q (115893.690000 sec): 3 clusters
  Score: Raw -732983.045851 + Penalty 2915.927034 = -730067.118817
  nChanged 211
		SP:Iteration 18Q (115893.880000 sec): 3 clusters
  Score: Raw -733089.090374 + Penalty 2915.927034 = -730173.163340
  nChanged 239
		SP:Iteration 19Q (115894.050000 sec): 3 clusters
  Score: Raw -733228.531764 + Penalty 2915.927034 = -730312.604729
  nChanged 258
		SP:Iteration 20F (115894.230000 sec): 3 clusters
  Score: Raw -733399.927751 + Penalty 2915.927034 = -730484.000716
  nChanged 234
		SP:Iteration 21Q (115894.420000 sec): 3 clusters
  Score: Raw -733544.163601 + Penalty 2915.927034 = -730628.236567
  nChanged 219
		SP:Iteration 22Q (115894.600000 sec): 3 clusters
  Score: Raw -733681.610602 + Penalty 2915.927034 = -730765.683568
  nChanged 207
		SP:Iteration 23Q (115894.790000 sec): 3 clusters
  Score: Raw -733818.319285 + Penalty 2915.927034 = -730902.392251
  nChanged 191
		SP:Iteration 24Q (115895.000000 sec): 3 clusters
  Score: Raw -733930.476454 + Penalty 2915.927034 = -731014.549419
  nChanged 162
		SP:Iteration 25Q (115895.190000 sec): 3 clusters
  Score: Raw -734030.389081 + Penalty 2915.927034 = -731114.462047
  nChanged 140
		SP:Iteration 26Q (115895.370000 sec): 3 clusters
  Score: Raw -734114.673522 + Penalty 2915.927034 = -731198.746488
  nChanged 104
		SP:Iteration 27Q (115895.580000 sec): 3 clusters
  Score: Raw -734184.818465 + Penalty 2915.927034 = -731268.891431
  nChanged 98
		SP:Iteration 28Q (115895.780000 sec): 3 clusters
  Score: Raw -734251.594484 + Penalty 2915.927034 = -731335.667450
  nChanged 86
		SP:Iteration 29Q (115895.980000 sec): 3 clusters
  Score: Raw -734310.601020 + Penalty 2915.927034 = -731394.673986
  nChanged 73
		SP:Iteration 30Q (115896.190000 sec): 3 clusters
  Score: Raw -734360.301420 + Penalty 2915.927034 = -731444.374386
  nChanged 57
		SP:Iteration 31Q (115896.400000 sec): 3 clusters
  Score: Raw -734394.122617 + Penalty 2915.927034 = -731478.195582
  nChanged 49
		SP:Iteration 32Q (115896.600000 sec): 3 clusters
  Score: Raw -734420.148591 + Penalty 2915.927034 = -731504.221556
  nChanged 35
		SP:Iteration 33Q (115896.780000 sec): 3 clusters
  Score: Raw -734439.773250 + Penalty 2915.927034 = -731523.846215
  nChanged 27
		SP:Iteration 34Q (115896.980000 sec): 3 clusters
  Score: Raw -734454.819144 + Penalty 2915.927034 = -731538.892110
  nChanged 19
		SP:Iteration 35Q (115897.220000 sec): 3 clusters
  Score: Raw -734465.939250 + Penalty 2915.927034 = -731550.012216
  nChanged 18
		SP:Iteration 36Q (115897.450000 sec): 3 clusters
  Score: Raw -734475.661519 + Penalty 2915.927034 = -731559.734485
  nChanged 16
		SP:Iteration 37Q (115897.630000 sec): 3 clusters
  Score: Raw -734486.529227 + Penalty 2915.927034 = -731570.602192
  nChanged 18
		SP:Iteration 38Q (115897.810000 sec): 3 clusters
  Score: Raw -734498.079793 + Penalty 2915.927034 = -731582.152758
  nChanged 24
		SP:Iteration 39Q (115898.010000 sec): 3 clusters
  Score: Raw -734514.334987 + Penalty 2915.927034 = -731598.407953
  nChanged 16
		SP:Iteration 40F (115898.210000 sec): 3 clusters
  Score: Raw -734524.102899 + Penalty 2915.927034 = -731608.175865
  nChanged 14
		SP:Iteration 41Q (115898.470000 sec): 3 clusters
  Score: Raw -734532.208446 + Penalty 2915.927034 = -731616.281411
  nChanged 8
		SP:Iteration 42Q (115898.620000 sec): 3 clusters
  Score: Raw -734537.987886 + Penalty 2915.927034 = -731622.060852
  nChanged 10
		SP:Iteration 43Q (115898.830000 sec): 3 clusters
  Score: Raw -734544.215045 + Penalty 2915.927034 = -731628.288011
  nChanged 5
		SP:Iteration 44Q (115899.050000 sec): 3 clusters
  Score: Raw -734546.233464 + Penalty 2915.927034 = -731630.306430
  nChanged 3
		SP:Iteration 45Q (115899.230000 sec): 3 clusters
  Score: Raw -734547.622365 + Penalty 2915.927034 = -731631.695331
  nChanged 1
		SP:Iteration 46Q (115899.370000 sec): 3 clusters
  Score: Raw -734547.915883 + Penalty 2915.927034 = -731631.988849
  nChanged 0
		SP:Iteration 47F (115899.530000 sec): 3 clusters
  Score: Raw -734547.915883 + Penalty 2915.927034 = -731631.988849
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 51 (11653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115899.670000 sec): 2 clusters
  Score: Raw -993936.493470 + Penalty 1521.539327 = -992414.954142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115899.880000 sec): 3 clusters
  Score: Raw -987245.801979 + Penalty 3043.078654 = -984202.723325
  nChanged 5129
		SP:Iteration 1F (115900.140000 sec): 3 clusters
  Score: Raw -990104.095175 + Penalty 3043.078654 = -987061.016520
  nChanged 703
		SP:Iteration 2F (115900.410000 sec): 3 clusters
  Score: Raw -990411.731018 + Penalty 3043.078654 = -987368.652363
  nChanged 604
		SP:Iteration 3F (115900.620000 sec): 3 clusters
  Score: Raw -990686.218422 + Penalty 3043.078654 = -987643.139768
  nChanged 555
		SP:Iteration 4Q (115900.900000 sec): 3 clusters
  Score: Raw -990935.362155 + Penalty 3043.078654 = -987892.283500
  nChanged 510
		SP:Iteration 5Q (115901.110000 sec): 3 clusters
  Score: Raw -991170.373771 + Penalty 3043.078654 = -988127.295116
  nChanged 473
		SP:Iteration 6Q (115901.290000 sec): 3 clusters
  Score: Raw -991397.929046 + Penalty 3043.078654 = -988354.850391
  nChanged 463
		SP:Iteration 7Q (115901.490000 sec): 3 clusters
  Score: Raw -991652.806709 + Penalty 3043.078654 = -988609.728054
  nChanged 447
		SP:Iteration 8Q (115901.680000 sec): 3 clusters
  Score: Raw -991887.497561 + Penalty 3043.078654 = -988844.418906
  nChanged 422
		SP:Iteration 9Q (115901.870000 sec): 3 clusters
  Score: Raw -992122.954647 + Penalty 3043.078654 = -989079.875993
  nChanged 415
		SP:Iteration 10Q (115902.080000 sec): 3 clusters
  Score: Raw -992355.855194 + Penalty 3043.078654 = -989312.776540
  nChanged 393
		SP:Iteration 11Q (115902.350000 sec): 3 clusters
  Score: Raw -992561.056793 + Penalty 3043.078654 = -989517.978139
  nChanged 352
		SP:Iteration 12Q (115902.650000 sec): 3 clusters
  Score: Raw -992718.208942 + Penalty 3043.078654 = -989675.130288
  nChanged 284
		SP:Iteration 13Q (115902.820000 sec): 3 clusters
  Score: Raw -992826.027824 + Penalty 3043.078654 = -989782.949170
  nChanged 215
		SP:Iteration 14Q (115903.030000 sec): 3 clusters
  Score: Raw -992898.455709 + Penalty 3043.078654 = -989855.377054
  nChanged 174
		SP:Iteration 15Q (115903.230000 sec): 3 clusters
  Score: Raw -992953.324811 + Penalty 3043.078654 = -989910.246157
  nChanged 139
		SP:Iteration 16Q (115903.470000 sec): 3 clusters
  Score: Raw -993000.933546 + Penalty 3043.078654 = -989957.854892
  nChanged 126
		SP:Iteration 17Q (115903.700000 sec): 3 clusters
  Score: Raw -993043.517125 + Penalty 3043.078654 = -990000.438471
  nChanged 134
		SP:Iteration 18Q (115903.910000 sec): 3 clusters
  Score: Raw -993087.426965 + Penalty 3043.078654 = -990044.348311
  nChanged 114
		SP:Iteration 19Q (115904.120000 sec): 3 clusters
  Score: Raw -993121.208865 + Penalty 3043.078654 = -990078.130211
  nChanged 110
		SP:Iteration 20F (115904.320000 sec): 3 clusters
  Score: Raw -993155.222104 + Penalty 3043.078654 = -990112.143449
  nChanged 101
		SP:Iteration 21Q (115904.530000 sec): 3 clusters
  Score: Raw -993184.877978 + Penalty 3043.078654 = -990141.799324
  nChanged 99
		SP:Iteration 22Q (115904.720000 sec): 3 clusters
  Score: Raw -993215.783836 + Penalty 3043.078654 = -990172.705182
  nChanged 104
		SP:Iteration 23Q (115904.980000 sec): 3 clusters
  Score: Raw -993251.272071 + Penalty 3043.078654 = -990208.193417
  nChanged 119
		SP:Iteration 24Q (115905.150000 sec): 3 clusters
  Score: Raw -993294.956870 + Penalty 3043.078654 = -990251.878216
  nChanged 127
		SP:Iteration 25Q (115905.400000 sec): 3 clusters
  Score: Raw -993343.033301 + Penalty 3043.078654 = -990299.954647
  nChanged 131
		SP:Iteration 26Q (115905.650000 sec): 3 clusters
  Score: Raw -993392.156239 + Penalty 3043.078654 = -990349.077585
  nChanged 127
		SP:Iteration 27Q (115905.860000 sec): 3 clusters
  Score: Raw -993433.660739 + Penalty 3043.078654 = -990390.582084
  nChanged 115
		SP:Iteration 28Q (115906.050000 sec): 3 clusters
  Score: Raw -993474.389247 + Penalty 3043.078654 = -990431.310593
  nChanged 105
		SP:Iteration 29Q (115906.310000 sec): 3 clusters
  Score: Raw -993512.427074 + Penalty 3043.078654 = -990469.348420
  nChanged 115
		SP:Iteration 30Q (115906.480000 sec): 3 clusters
  Score: Raw -993552.364497 + Penalty 3043.078654 = -990509.285842
  nChanged 111
		SP:Iteration 31Q (115906.730000 sec): 3 clusters
  Score: Raw -993598.432791 + Penalty 3043.078654 = -990555.354137
  nChanged 136
		SP:Iteration 32Q (115906.930000 sec): 3 clusters
  Score: Raw -993660.560558 + Penalty 3043.078654 = -990617.481904
  nChanged 123
		SP:Iteration 33Q (115907.130000 sec): 3 clusters
  Score: Raw -993720.248249 + Penalty 3043.078654 = -990677.169595
  nChanged 114
		SP:Iteration 34Q (115907.400000 sec): 3 clusters
  Score: Raw -993772.689949 + Penalty 3043.078654 = -990729.611295
  nChanged 109
		SP:Iteration 35Q (115907.690000 sec): 3 clusters
  Score: Raw -993819.237653 + Penalty 3043.078654 = -990776.158998
  nChanged 87
		SP:Iteration 36Q (115907.860000 sec): 3 clusters
  Score: Raw -993851.065203 + Penalty 3043.078654 = -990807.986549
  nChanged 72
		SP:Iteration 37Q (115908.050000 sec): 3 clusters
  Score: Raw -993876.152855 + Penalty 3043.078654 = -990833.074200
  nChanged 70
		SP:Iteration 38Q (115908.250000 sec): 3 clusters
  Score: Raw -993901.361817 + Penalty 3043.078654 = -990858.283163
  nChanged 64
		SP:Iteration 39Q (115908.500000 sec): 3 clusters
  Score: Raw -993924.023110 + Penalty 3043.078654 = -990880.944455
  nChanged 70
		SP:Iteration 40F (115908.700000 sec): 3 clusters
  Score: Raw -993949.603909 + Penalty 3043.078654 = -990906.525255
  nChanged 57
		SP:Iteration 41Q (115908.910000 sec): 3 clusters
  Score: Raw -993968.754252 + Penalty 3043.078654 = -990925.675598
  nChanged 56
		SP:Iteration 42Q (115909.160000 sec): 3 clusters
  Score: Raw -993990.391015 + Penalty 3043.078654 = -990947.312361
  nChanged 57
		SP:Iteration 43Q (115909.350000 sec): 3 clusters
  Score: Raw -994013.737154 + Penalty 3043.078654 = -990970.658499
  nChanged 57
		SP:Iteration 44Q (115909.620000 sec): 3 clusters
  Score: Raw -994036.070903 + Penalty 3043.078654 = -990992.992249
  nChanged 67
		SP:Iteration 45Q (115909.780000 sec): 3 clusters
  Score: Raw -994069.566333 + Penalty 3043.078654 = -991026.487679
  nChanged 58
		SP:Iteration 46Q (115910.010000 sec): 3 clusters
  Score: Raw -994088.662904 + Penalty 3043.078654 = -991045.584249
  nChanged 38
		SP:Iteration 47Q (115910.300000 sec): 3 clusters
  Score: Raw -994100.462476 + Penalty 3043.078654 = -991057.383822
  nChanged 41
		SP:Iteration 48Q (115910.540000 sec): 3 clusters
  Score: Raw -994113.537635 + Penalty 3043.078654 = -991070.458981
  nChanged 31
		SP:Iteration 49Q (115910.690000 sec): 3 clusters
  Score: Raw -994126.584179 + Penalty 3043.078654 = -991083.505525
  nChanged 32
		SP:Iteration 50Q (115910.920000 sec): 3 clusters
  Score: Raw -994140.715717 + Penalty 3043.078654 = -991097.637063
  nChanged 26
		SP:Iteration 51Q (115911.120000 sec): 3 clusters
  Score: Raw -994148.465864 + Penalty 3043.078654 = -991105.387209
  nChanged 13
		SP:Iteration 52Q (115911.360000 sec): 3 clusters
  Score: Raw -994152.663538 + Penalty 3043.078654 = -991109.584884
  nChanged 20
		SP:Iteration 53Q (115911.600000 sec): 3 clusters
  Score: Raw -994159.498999 + Penalty 3043.078654 = -991116.420345
  nChanged 19
		SP:Iteration 54Q (115911.790000 sec): 3 clusters
  Score: Raw -994166.115271 + Penalty 3043.078654 = -991123.036617
  nChanged 12
		SP:Iteration 55Q (115912.020000 sec): 3 clusters
  Score: Raw -994170.236655 + Penalty 3043.078654 = -991127.158001
  nChanged 11
		SP:Iteration 56Q (115912.230000 sec): 3 clusters
  Score: Raw -994174.417860 + Penalty 3043.078654 = -991131.339206
  nChanged 9
		SP:Iteration 57Q (115912.460000 sec): 3 clusters
  Score: Raw -994177.027827 + Penalty 3043.078654 = -991133.949173
  nChanged 5
		SP:Iteration 58Q (115912.670000 sec): 3 clusters
  Score: Raw -994178.151432 + Penalty 3043.078654 = -991135.072777
  nChanged 9
		SP:Iteration 59Q (115912.860000 sec): 3 clusters
  Score: Raw -994180.726230 + Penalty 3043.078654 = -991137.647575
  nChanged 7
		SP:Iteration 60F (115913.060000 sec): 3 clusters
  Score: Raw -994182.237403 + Penalty 3043.078654 = -991139.158748
  nChanged 6
		SP:Iteration 61Q (115913.340000 sec): 3 clusters
  Score: Raw -994184.136103 + Penalty 3043.078654 = -991141.057448
  nChanged 6
		SP:Iteration 62Q (115913.490000 sec): 3 clusters
  Score: Raw -994185.986572 + Penalty 3043.078654 = -991142.907918
  nChanged 5
		SP:Iteration 63Q (115913.740000 sec): 3 clusters
  Score: Raw -994187.163758 + Penalty 3043.078654 = -991144.085103
  nChanged 2
		SP:Iteration 64Q (115913.940000 sec): 3 clusters
  Score: Raw -994187.632463 + Penalty 3043.078654 = -991144.553808
  nChanged 2
		SP:Iteration 65Q (115914.130000 sec): 3 clusters
  Score: Raw -994187.972637 + Penalty 3043.078654 = -991144.893983
  nChanged 3
		SP:Iteration 66Q (115914.320000 sec): 3 clusters
  Score: Raw -994188.576784 + Penalty 3043.078654 = -991145.498130
  nChanged 2
		SP:Iteration 67Q (115914.570000 sec): 3 clusters
  Score: Raw -994189.328736 + Penalty 3043.078654 = -991146.250082
  nChanged 2
		SP:Iteration 68Q (115914.820000 sec): 3 clusters
  Score: Raw -994190.630473 + Penalty 3043.078654 = -991147.551818
  nChanged 6
		SP:Iteration 69Q (115915.020000 sec): 3 clusters
  Score: Raw -994194.077767 + Penalty 3043.078654 = -991150.999112
  nChanged 4
		SP:Iteration 70Q (115915.210000 sec): 3 clusters
  Score: Raw -994195.897097 + Penalty 3043.078654 = -991152.818443
  nChanged 7
		SP:Iteration 71Q (115915.410000 sec): 3 clusters
  Score: Raw -994198.506644 + Penalty 3043.078654 = -991155.427990
  nChanged 5
		SP:Iteration 72Q (115915.640000 sec): 3 clusters
  Score: Raw -994199.880345 + Penalty 3043.078654 = -991156.801690
  nChanged 4
		SP:Iteration 73Q (115915.900000 sec): 3 clusters
  Score: Raw -994200.931254 + Penalty 3043.078654 = -991157.852599
  nChanged 4
		SP:Iteration 74Q (115916.120000 sec): 3 clusters
  Score: Raw -994202.482486 + Penalty 3043.078654 = -991159.403832
  nChanged 4
		SP:Iteration 75Q (115916.360000 sec): 3 clusters
  Score: Raw -994204.006132 + Penalty 3043.078654 = -991160.927477
  nChanged 3
		SP:Iteration 76Q (115916.570000 sec): 3 clusters
  Score: Raw -994205.065895 + Penalty 3043.078654 = -991161.987241
  nChanged 3
		SP:Iteration 77Q (115916.800000 sec): 3 clusters
  Score: Raw -994206.064604 + Penalty 3043.078654 = -991162.985950
  nChanged 5
		SP:Iteration 78Q (115917.000000 sec): 3 clusters
  Score: Raw -994207.769742 + Penalty 3043.078654 = -991164.691087
  nChanged 7
		SP:Iteration 79Q (115917.300000 sec): 3 clusters
  Score: Raw -994212.426839 + Penalty 3043.078654 = -991169.348185
  nChanged 10
		SP:Iteration 80F (115917.490000 sec): 3 clusters
  Score: Raw -994218.147064 + Penalty 3043.078654 = -991175.068409
  nChanged 6
		SP:Iteration 81Q (115917.690000 sec): 3 clusters
  Score: Raw -994221.119307 + Penalty 3043.078654 = -991178.040653
  nChanged 7
		SP:Iteration 82Q (115917.920000 sec): 3 clusters
  Score: Raw -994224.178136 + Penalty 3043.078654 = -991181.099482
  nChanged 5
		SP:Iteration 83Q (115918.170000 sec): 3 clusters
  Score: Raw -994226.998644 + Penalty 3043.078654 = -991183.919989
  nChanged 10
		SP:Iteration 84Q (115918.380000 sec): 3 clusters
  Score: Raw -994233.036480 + Penalty 3043.078654 = -991189.957825
  nChanged 8
		SP:Iteration 85Q (115918.620000 sec): 3 clusters
  Score: Raw -994238.294080 + Penalty 3043.078654 = -991195.215425
  nChanged 12
		SP:Iteration 86Q (115918.860000 sec): 3 clusters
  Score: Raw -994244.832227 + Penalty 3043.078654 = -991201.753573
  nChanged 14
		SP:Iteration 87Q (115919.060000 sec): 3 clusters
  Score: Raw -994251.823433 + Penalty 3043.078654 = -991208.744779
  nChanged 12
		SP:Iteration 88Q (115919.300000 sec): 3 clusters
  Score: Raw -994256.950733 + Penalty 3043.078654 = -991213.872078
  nChanged 13
		SP:Iteration 89Q (115919.510000 sec): 3 clusters
  Score: Raw -994260.709346 + Penalty 3043.078654 = -991217.630692
  nChanged 6
		SP:Iteration 90Q (115919.700000 sec): 3 clusters
  Score: Raw -994262.869401 + Penalty 3043.078654 = -991219.790747
  nChanged 6
		SP:Iteration 91Q (115919.910000 sec): 3 clusters
  Score: Raw -994266.644416 + Penalty 3043.078654 = -991223.565761
  nChanged 6
		SP:Iteration 92Q (115920.160000 sec): 3 clusters
  Score: Raw -994268.706129 + Penalty 3043.078654 = -991225.627474
  nChanged 2
		SP:Iteration 93Q (115920.420000 sec): 3 clusters
  Score: Raw -994269.349125 + Penalty 3043.078654 = -991226.270471
  nChanged 2
		SP:Iteration 94Q (115920.620000 sec): 3 clusters
  Score: Raw -994269.822893 + Penalty 3043.078654 = -991226.744239
  nChanged 1
		SP:Iteration 95Q (115920.830000 sec): 3 clusters
  Score: Raw -994269.943526 + Penalty 3043.078654 = -991226.864872
  nChanged 0
		SP:Iteration 96F (115921.070000 sec): 3 clusters
  Score: Raw -994269.943526 + Penalty 3043.078654 = -991226.864872
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 52 (14310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115921.240000 sec): 2 clusters
  Score: Raw -1205328.967452 + Penalty 1554.916004 = -1203774.051448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115921.460000 sec): 3 clusters
  Score: Raw -1197043.977267 + Penalty 3109.832009 = -1193934.145259
  nChanged 6313
		SP:Iteration 1F (115921.690000 sec): 3 clusters
  Score: Raw -1200509.487895 + Penalty 3109.832009 = -1197399.655887
  nChanged 847
		SP:Iteration 2F (115921.950000 sec): 3 clusters
  Score: Raw -1200908.348867 + Penalty 3109.832009 = -1197798.516858
  nChanged 771
		SP:Iteration 3F (115922.240000 sec): 3 clusters
  Score: Raw -1201236.784732 + Penalty 3109.832009 = -1198126.952723
  nChanged 740
		SP:Iteration 4F (115922.440000 sec): 3 clusters
  Score: Raw -1201579.145038 + Penalty 3109.832009 = -1198469.313029
  nChanged 712
		SP:Iteration 5Q (115922.660000 sec): 3 clusters
  Score: Raw -1201923.146870 + Penalty 3109.832009 = -1198813.314862
  nChanged 693
		SP:Iteration 6Q (115922.880000 sec): 3 clusters
  Score: Raw -1202286.773379 + Penalty 3109.832009 = -1199176.941370
  nChanged 696
		SP:Iteration 7Q (115923.140000 sec): 3 clusters
  Score: Raw -1202669.333621 + Penalty 3109.832009 = -1199559.501612
  nChanged 684
		SP:Iteration 8Q (115923.410000 sec): 3 clusters
  Score: Raw -1203054.620144 + Penalty 3109.832009 = -1199944.788136
  nChanged 665
		SP:Iteration 9Q (115923.640000 sec): 3 clusters
  Score: Raw -1203417.718967 + Penalty 3109.832009 = -1200307.886958
  nChanged 532
		SP:Iteration 10Q (115923.910000 sec): 3 clusters
  Score: Raw -1203702.457339 + Penalty 3109.832009 = -1200592.625330
  nChanged 466
		SP:Iteration 11Q (115924.180000 sec): 3 clusters
  Score: Raw -1203922.803439 + Penalty 3109.832009 = -1200812.971431
  nChanged 376
		SP:Iteration 12Q (115924.450000 sec): 3 clusters
  Score: Raw -1204110.525178 + Penalty 3109.832009 = -1201000.693169
  nChanged 350
		SP:Iteration 13Q (115924.720000 sec): 3 clusters
  Score: Raw -1204284.223450 + Penalty 3109.832009 = -1201174.391441
  nChanged 307
		SP:Iteration 14Q (115924.950000 sec): 3 clusters
  Score: Raw -1204421.742510 + Penalty 3109.832009 = -1201311.910501
  nChanged 264
		SP:Iteration 15Q (115925.260000 sec): 3 clusters
  Score: Raw -1204541.871638 + Penalty 3109.832009 = -1201432.039629
  nChanged 216
		SP:Iteration 16Q (115925.490000 sec): 3 clusters
  Score: Raw -1204648.048635 + Penalty 3109.832009 = -1201538.216626
  nChanged 202
		SP:Iteration 17Q (115925.770000 sec): 3 clusters
  Score: Raw -1204738.302884 + Penalty 3109.832009 = -1201628.470876
  nChanged 194
		SP:Iteration 18Q (115925.970000 sec): 3 clusters
  Score: Raw -1204827.100530 + Penalty 3109.832009 = -1201717.268522
  nChanged 165
		SP:Iteration 19Q (115926.250000 sec): 3 clusters
  Score: Raw -1204882.787439 + Penalty 3109.832009 = -1201772.955430
  nChanged 127
		SP:Iteration 20F (115926.500000 sec): 3 clusters
  Score: Raw -1204920.274137 + Penalty 3109.832009 = -1201810.442129
  nChanged 109
		SP:Iteration 21Q (115926.790000 sec): 3 clusters
  Score: Raw -1204954.503713 + Penalty 3109.832009 = -1201844.671704
  nChanged 103
		SP:Iteration 22Q (115927.040000 sec): 3 clusters
  Score: Raw -1204984.390739 + Penalty 3109.832009 = -1201874.558730
  nChanged 91
		SP:Iteration 23Q (115927.270000 sec): 3 clusters
  Score: Raw -1205006.715760 + Penalty 3109.832009 = -1201896.883751
  nChanged 85
		SP:Iteration 24Q (115927.490000 sec): 3 clusters
  Score: Raw -1205029.543715 + Penalty 3109.832009 = -1201919.711707
  nChanged 93
		SP:Iteration 25Q (115927.710000 sec): 3 clusters
  Score: Raw -1205054.776325 + Penalty 3109.832009 = -1201944.944317
  nChanged 94
		SP:Iteration 26Q (115927.960000 sec): 3 clusters
  Score: Raw -1205078.057472 + Penalty 3109.832009 = -1201968.225464
  nChanged 89
		SP:Iteration 27Q (115928.220000 sec): 3 clusters
  Score: Raw -1205101.529455 + Penalty 3109.832009 = -1201991.697446
  nChanged 69
		SP:Iteration 28Q (115928.440000 sec): 3 clusters
  Score: Raw -1205120.110874 + Penalty 3109.832009 = -1202010.278866
  nChanged 73
		SP:Iteration 29Q (115928.720000 sec): 3 clusters
  Score: Raw -1205138.810599 + Penalty 3109.832009 = -1202028.978591
  nChanged 73
		SP:Iteration 30Q (115928.940000 sec): 3 clusters
  Score: Raw -1205156.513665 + Penalty 3109.832009 = -1202046.681657
  nChanged 61
		SP:Iteration 31Q (115929.220000 sec): 3 clusters
  Score: Raw -1205171.136505 + Penalty 3109.832009 = -1202061.304497
  nChanged 54
		SP:Iteration 32Q (115929.510000 sec): 3 clusters
  Score: Raw -1205185.567449 + Penalty 3109.832009 = -1202075.735440
  nChanged 60
		SP:Iteration 33Q (115929.700000 sec): 3 clusters
  Score: Raw -1205201.503043 + Penalty 3109.832009 = -1202091.671034
  nChanged 60
		SP:Iteration 34Q (115929.990000 sec): 3 clusters
  Score: Raw -1205222.679497 + Penalty 3109.832009 = -1202112.847488
  nChanged 71
		SP:Iteration 35Q (115930.180000 sec): 3 clusters
  Score: Raw -1205250.032034 + Penalty 3109.832009 = -1202140.200026
  nChanged 74
		SP:Iteration 36Q (115930.460000 sec): 3 clusters
  Score: Raw -1205277.979470 + Penalty 3109.832009 = -1202168.147462
  nChanged 79
		SP:Iteration 37Q (115930.700000 sec): 3 clusters
  Score: Raw -1205305.312583 + Penalty 3109.832009 = -1202195.480574
  nChanged 75
		SP:Iteration 38Q (115930.970000 sec): 3 clusters
  Score: Raw -1205336.398088 + Penalty 3109.832009 = -1202226.566079
  nChanged 84
		SP:Iteration 39Q (115931.230000 sec): 3 clusters
  Score: Raw -1205377.716515 + Penalty 3109.832009 = -1202267.884506
  nChanged 83
		SP:Iteration 40F (115931.540000 sec): 3 clusters
  Score: Raw -1205419.758331 + Penalty 3109.832009 = -1202309.926322
  nChanged 81
		SP:Iteration 41Q (115931.730000 sec): 3 clusters
  Score: Raw -1205467.853182 + Penalty 3109.832009 = -1202358.021174
  nChanged 95
		SP:Iteration 42Q (115931.980000 sec): 3 clusters
  Score: Raw -1205518.516850 + Penalty 3109.832009 = -1202408.684841
  nChanged 83
		SP:Iteration 43Q (115932.190000 sec): 3 clusters
  Score: Raw -1205572.633024 + Penalty 3109.832009 = -1202462.801015
  nChanged 88
		SP:Iteration 44Q (115932.410000 sec): 3 clusters
  Score: Raw -1205629.598265 + Penalty 3109.832009 = -1202519.766257
  nChanged 82
		SP:Iteration 45Q (115932.680000 sec): 3 clusters
  Score: Raw -1205678.672783 + Penalty 3109.832009 = -1202568.840775
  nChanged 72
		SP:Iteration 46Q (115932.910000 sec): 3 clusters
  Score: Raw -1205719.959948 + Penalty 3109.832009 = -1202610.127939
  nChanged 66
		SP:Iteration 47Q (115933.120000 sec): 3 clusters
  Score: Raw -1205748.147354 + Penalty 3109.832009 = -1202638.315346
  nChanged 60
		SP:Iteration 48Q (115933.360000 sec): 3 clusters
  Score: Raw -1205772.928379 + Penalty 3109.832009 = -1202663.096370
  nChanged 52
		SP:Iteration 49Q (115933.570000 sec): 3 clusters
  Score: Raw -1205790.898008 + Penalty 3109.832009 = -1202681.065999
  nChanged 35
		SP:Iteration 50Q (115933.820000 sec): 3 clusters
  Score: Raw -1205801.822552 + Penalty 3109.832009 = -1202691.990543
  nChanged 35
		SP:Iteration 51Q (115934.070000 sec): 3 clusters
  Score: Raw -1205811.576128 + Penalty 3109.832009 = -1202701.744120
  nChanged 37
		SP:Iteration 52Q (115934.300000 sec): 3 clusters
  Score: Raw -1205822.717074 + Penalty 3109.832009 = -1202712.885065
  nChanged 22
		SP:Iteration 53Q (115934.510000 sec): 3 clusters
  Score: Raw -1205828.722766 + Penalty 3109.832009 = -1202718.890757
  nChanged 22
		SP:Iteration 54Q (115934.740000 sec): 3 clusters
  Score: Raw -1205834.341778 + Penalty 3109.832009 = -1202724.509769
  nChanged 15
		SP:Iteration 55Q (115934.960000 sec): 3 clusters
  Score: Raw -1205838.914031 + Penalty 3109.832009 = -1202729.082022
  nChanged 16
		SP:Iteration 56Q (115935.170000 sec): 3 clusters
  Score: Raw -1205843.234919 + Penalty 3109.832009 = -1202733.402910
  nChanged 13
		SP:Iteration 57Q (115935.380000 sec): 3 clusters
  Score: Raw -1205845.915655 + Penalty 3109.832009 = -1202736.083646
  nChanged 8
		SP:Iteration 58Q (115935.590000 sec): 3 clusters
  Score: Raw -1205847.199627 + Penalty 3109.832009 = -1202737.367618
  nChanged 2
		SP:Iteration 59Q (115935.800000 sec): 3 clusters
  Score: Raw -1205847.353934 + Penalty 3109.832009 = -1202737.521926
  nChanged 0
		SP:Iteration 60F (115936.020000 sec): 3 clusters
  Score: Raw -1205847.353934 + Penalty 3109.832009 = -1202737.521926
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 53 (5838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115936.180000 sec): 2 clusters
  Score: Raw -473143.566173 + Penalty 1409.223327 = -471734.342846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115936.330000 sec): 3 clusters
  Score: Raw -470076.861788 + Penalty 2818.446654 = -467258.415134
  nChanged 2375
		SP:Iteration 1F (115936.500000 sec): 3 clusters
  Score: Raw -471353.797027 + Penalty 2818.446654 = -468535.350373
  nChanged 398
		SP:Iteration 2F (115936.670000 sec): 3 clusters
  Score: Raw -471534.144901 + Penalty 2818.446654 = -468715.698247
  nChanged 301
		SP:Iteration 3F (115936.840000 sec): 3 clusters
  Score: Raw -471682.040191 + Penalty 2818.446654 = -468863.593536
  nChanged 258
		SP:Iteration 4Q (115937.000000 sec): 3 clusters
  Score: Raw -471812.090463 + Penalty 2818.446654 = -468993.643809
  nChanged 240
		SP:Iteration 5Q (115937.180000 sec): 3 clusters
  Score: Raw -471935.758478 + Penalty 2818.446654 = -469117.311824
  nChanged 255
		SP:Iteration 6Q (115937.360000 sec): 3 clusters
  Score: Raw -472091.153839 + Penalty 2818.446654 = -469272.707185
  nChanged 243
		SP:Iteration 7Q (115937.530000 sec): 3 clusters
  Score: Raw -472252.129797 + Penalty 2818.446654 = -469433.683142
  nChanged 238
		SP:Iteration 8Q (115937.680000 sec): 3 clusters
  Score: Raw -472423.423616 + Penalty 2818.446654 = -469604.976962
  nChanged 221
		SP:Iteration 9Q (115937.830000 sec): 3 clusters
  Score: Raw -472590.863736 + Penalty 2818.446654 = -469772.417081
  nChanged 193
		SP:Iteration 10Q (115937.980000 sec): 3 clusters
  Score: Raw -472734.026505 + Penalty 2818.446654 = -469915.579851
  nChanged 154
		SP:Iteration 11Q (115938.130000 sec): 3 clusters
  Score: Raw -472867.648037 + Penalty 2818.446654 = -470049.201383
  nChanged 160
		SP:Iteration 12Q (115938.300000 sec): 3 clusters
  Score: Raw -473013.483651 + Penalty 2818.446654 = -470195.036997
  nChanged 131
		SP:Iteration 13Q (115938.490000 sec): 3 clusters
  Score: Raw -473135.354689 + Penalty 2818.446654 = -470316.908035
  nChanged 97
		SP:Iteration 14Q (115938.660000 sec): 3 clusters
  Score: Raw -473224.957387 + Penalty 2818.446654 = -470406.510733
  nChanged 72
		SP:Iteration 15Q (115938.830000 sec): 3 clusters
  Score: Raw -473289.493710 + Penalty 2818.446654 = -470471.047056
  nChanged 59
		SP:Iteration 16Q (115939.000000 sec): 3 clusters
  Score: Raw -473341.494458 + Penalty 2818.446654 = -470523.047804
  nChanged 54
		SP:Iteration 17Q (115939.160000 sec): 3 clusters
  Score: Raw -473386.006743 + Penalty 2818.446654 = -470567.560089
  nChanged 33
		SP:Iteration 18Q (115939.360000 sec): 3 clusters
  Score: Raw -473407.963115 + Penalty 2818.446654 = -470589.516461
  nChanged 25
		SP:Iteration 19Q (115939.520000 sec): 3 clusters
  Score: Raw -473420.128611 + Penalty 2818.446654 = -470601.681957
  nChanged 14
		SP:Iteration 20F (115939.730000 sec): 3 clusters
  Score: Raw -473426.935152 + Penalty 2818.446654 = -470608.488498
  nChanged 8
		SP:Iteration 21Q (115939.920000 sec): 3 clusters
  Score: Raw -473430.781748 + Penalty 2818.446654 = -470612.335094
  nChanged 4
		SP:Iteration 22Q (115940.090000 sec): 3 clusters
  Score: Raw -473432.156324 + Penalty 2818.446654 = -470613.709670
  nChanged 4
		SP:Iteration 23Q (115940.250000 sec): 3 clusters
  Score: Raw -473434.343248 + Penalty 2818.446654 = -470615.896593
  nChanged 4
		SP:Iteration 24Q (115940.420000 sec): 3 clusters
  Score: Raw -473437.127646 + Penalty 2818.446654 = -470618.680992
  nChanged 3
		SP:Iteration 25Q (115940.580000 sec): 3 clusters
  Score: Raw -473438.494590 + Penalty 2818.446654 = -470620.047936
  nChanged 0
		SP:Iteration 26F (115940.750000 sec): 3 clusters
  Score: Raw -473438.494590 + Penalty 2818.446654 = -470620.047936
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 54 (25834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115941.010000 sec): 2 clusters
  Score: Raw -2113097.787870 + Penalty 1650.910094 = -2111446.877776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115941.340000 sec): 3 clusters
  Score: Raw -2097232.064589 + Penalty 3301.820188 = -2093930.244401
  nChanged 11985
		SP:Iteration 1F (115941.660000 sec): 3 clusters
  Score: Raw -2104340.367215 + Penalty 3301.820188 = -2101038.547027
  nChanged 1753
		SP:Iteration 2F (115942.030000 sec): 3 clusters
  Score: Raw -2105542.853023 + Penalty 3301.820188 = -2102241.032835
  nChanged 1858
		SP:Iteration 3F (115942.440000 sec): 3 clusters
  Score: Raw -2106879.014465 + Penalty 3301.820188 = -2103577.194277
  nChanged 1847
		SP:Iteration 4F (115942.810000 sec): 3 clusters
  Score: Raw -2108137.891319 + Penalty 3301.820188 = -2104836.071130
  nChanged 1735
		SP:Iteration 5F (115943.190000 sec): 3 clusters
  Score: Raw -2109195.810283 + Penalty 3301.820188 = -2105893.990095
  nChanged 1376
		SP:Iteration 6F (115943.570000 sec): 3 clusters
  Score: Raw -2109826.850813 + Penalty 3301.820188 = -2106525.030625
  nChanged 1037
		SP:Iteration 7Q (115943.960000 sec): 3 clusters
  Score: Raw -2110210.986999 + Penalty 3301.820188 = -2106909.166811
  nChanged 804
		SP:Iteration 8Q (115944.350000 sec): 3 clusters
  Score: Raw -2110445.755668 + Penalty 3301.820188 = -2107143.935480
  nChanged 598
		SP:Iteration 9Q (115944.740000 sec): 3 clusters
  Score: Raw -2110585.597312 + Penalty 3301.820188 = -2107283.777124
  nChanged 480
		SP:Iteration 10Q (115945.130000 sec): 3 clusters
  Score: Raw -2110695.732730 + Penalty 3301.820188 = -2107393.912542
  nChanged 453
		SP:Iteration 11Q (115945.520000 sec): 3 clusters
  Score: Raw -2110810.144211 + Penalty 3301.820188 = -2107508.324023
  nChanged 442
		SP:Iteration 12Q (115945.910000 sec): 3 clusters
  Score: Raw -2110939.403952 + Penalty 3301.820188 = -2107637.583764
  nChanged 483
		SP:Iteration 13Q (115946.270000 sec): 3 clusters
  Score: Raw -2111105.048757 + Penalty 3301.820188 = -2107803.228569
  nChanged 491
		SP:Iteration 14Q (115946.700000 sec): 3 clusters
  Score: Raw -2111300.215035 + Penalty 3301.820188 = -2107998.394846
  nChanged 528
		SP:Iteration 15Q (115947.060000 sec): 3 clusters
  Score: Raw -2111525.510455 + Penalty 3301.820188 = -2108223.690267
  nChanged 507
		SP:Iteration 16Q (115947.400000 sec): 3 clusters
  Score: Raw -2111705.590852 + Penalty 3301.820188 = -2108403.770663
  nChanged 457
		SP:Iteration 17Q (115947.760000 sec): 3 clusters
  Score: Raw -2111845.389114 + Penalty 3301.820188 = -2108543.568926
  nChanged 389
		SP:Iteration 18Q (115948.160000 sec): 3 clusters
  Score: Raw -2111943.947313 + Penalty 3301.820188 = -2108642.127125
  nChanged 315
		SP:Iteration 19Q (115948.520000 sec): 3 clusters
  Score: Raw -2112015.091892 + Penalty 3301.820188 = -2108713.271704
  nChanged 272
		SP:Iteration 20F (115948.840000 sec): 3 clusters
  Score: Raw -2112068.799430 + Penalty 3301.820188 = -2108766.979242
  nChanged 222
		SP:Iteration 21Q (115949.200000 sec): 3 clusters
  Score: Raw -2112114.701408 + Penalty 3301.820188 = -2108812.881219
  nChanged 243
		SP:Iteration 22Q (115949.600000 sec): 3 clusters
  Score: Raw -2112164.694226 + Penalty 3301.820188 = -2108862.874038
  nChanged 248
		SP:Iteration 23Q (115949.980000 sec): 3 clusters
  Score: Raw -2112213.751745 + Penalty 3301.820188 = -2108911.931557
  nChanged 240
		SP:Iteration 24Q (115950.370000 sec): 3 clusters
  Score: Raw -2112261.562923 + Penalty 3301.820188 = -2108959.742735
  nChanged 229
		SP:Iteration 25Q (115950.800000 sec): 3 clusters
  Score: Raw -2112304.991005 + Penalty 3301.820188 = -2109003.170817
  nChanged 228
		SP:Iteration 26Q (115951.140000 sec): 3 clusters
  Score: Raw -2112348.604617 + Penalty 3301.820188 = -2109046.784429
  nChanged 222
		SP:Iteration 27Q (115951.500000 sec): 3 clusters
  Score: Raw -2112392.304292 + Penalty 3301.820188 = -2109090.484104
  nChanged 218
		SP:Iteration 28Q (115951.860000 sec): 3 clusters
  Score: Raw -2112436.419512 + Penalty 3301.820188 = -2109134.599324
  nChanged 261
		SP:Iteration 29Q (115952.260000 sec): 3 clusters
  Score: Raw -2112492.763150 + Penalty 3301.820188 = -2109190.942962
  nChanged 257
		SP:Iteration 30Q (115952.620000 sec): 3 clusters
  Score: Raw -2112550.037438 + Penalty 3301.820188 = -2109248.217250
  nChanged 276
		SP:Iteration 31Q (115953.010000 sec): 3 clusters
  Score: Raw -2112616.825670 + Penalty 3301.820188 = -2109315.005482
  nChanged 245
		SP:Iteration 32Q (115953.370000 sec): 3 clusters
  Score: Raw -2112679.911221 + Penalty 3301.820188 = -2109378.091033
  nChanged 264
		SP:Iteration 33Q (115953.730000 sec): 3 clusters
  Score: Raw -2112753.926774 + Penalty 3301.820188 = -2109452.106586
  nChanged 287
		SP:Iteration 34Q (115954.090000 sec): 3 clusters
  Score: Raw -2112844.459032 + Penalty 3301.820188 = -2109542.638843
  nChanged 311
		SP:Iteration 35Q (115954.450000 sec): 3 clusters
  Score: Raw -2112939.810127 + Penalty 3301.820188 = -2109637.989939
  nChanged 293
		SP:Iteration 36Q (115954.800000 sec): 3 clusters
  Score: Raw -2113023.855069 + Penalty 3301.820188 = -2109722.034881
  nChanged 331
		SP:Iteration 37Q (115955.180000 sec): 3 clusters
  Score: Raw -2113124.124245 + Penalty 3301.820188 = -2109822.304057
  nChanged 325
		SP:Iteration 38Q (115955.580000 sec): 3 clusters
  Score: Raw -2113219.939006 + Penalty 3301.820188 = -2109918.118818
  nChanged 310
		SP:Iteration 39Q (115955.970000 sec): 3 clusters
  Score: Raw -2113313.705070 + Penalty 3301.820188 = -2110011.884882
  nChanged 285
		SP:Iteration 40F (115956.360000 sec): 3 clusters
  Score: Raw -2113403.482824 + Penalty 3301.820188 = -2110101.662636
  nChanged 259
		SP:Iteration 41Q (115956.710000 sec): 3 clusters
  Score: Raw -2113485.872693 + Penalty 3301.820188 = -2110184.052505
  nChanged 227
		SP:Iteration 42Q (115957.050000 sec): 3 clusters
  Score: Raw -2113552.633044 + Penalty 3301.820188 = -2110250.812855
  nChanged 200
		SP:Iteration 43Q (115957.400000 sec): 3 clusters
  Score: Raw -2113609.535380 + Penalty 3301.820188 = -2110307.715192
  nChanged 191
		SP:Iteration 44Q (115957.790000 sec): 3 clusters
  Score: Raw -2113664.501518 + Penalty 3301.820188 = -2110362.681330
  nChanged 186
		SP:Iteration 45Q (115958.140000 sec): 3 clusters
  Score: Raw -2113714.944279 + Penalty 3301.820188 = -2110413.124091
  nChanged 150
		SP:Iteration 46Q (115958.510000 sec): 3 clusters
  Score: Raw -2113753.780886 + Penalty 3301.820188 = -2110451.960698
  nChanged 136
		SP:Iteration 47Q (115958.850000 sec): 3 clusters
  Score: Raw -2113791.343075 + Penalty 3301.820188 = -2110489.522886
  nChanged 128
		SP:Iteration 48Q (115959.200000 sec): 3 clusters
  Score: Raw -2113826.679546 + Penalty 3301.820188 = -2110524.859358
  nChanged 115
		SP:Iteration 49Q (115959.590000 sec): 3 clusters
  Score: Raw -2113857.706154 + Penalty 3301.820188 = -2110555.885966
  nChanged 106
		SP:Iteration 50Q (115959.980000 sec): 3 clusters
  Score: Raw -2113888.987203 + Penalty 3301.820188 = -2110587.167015
  nChanged 113
		SP:Iteration 51Q (115960.340000 sec): 3 clusters
  Score: Raw -2113928.156131 + Penalty 3301.820188 = -2110626.335943
  nChanged 103
		SP:Iteration 52Q (115960.680000 sec): 3 clusters
  Score: Raw -2113960.771342 + Penalty 3301.820188 = -2110658.951154
  nChanged 94
		SP:Iteration 53Q (115961.020000 sec): 3 clusters
  Score: Raw -2113987.329167 + Penalty 3301.820188 = -2110685.508978
  nChanged 86
		SP:Iteration 54Q (115961.370000 sec): 3 clusters
  Score: Raw -2114015.141099 + Penalty 3301.820188 = -2110713.320911
  nChanged 79
		SP:Iteration 55Q (115961.720000 sec): 3 clusters
  Score: Raw -2114046.201820 + Penalty 3301.820188 = -2110744.381632
  nChanged 70
		SP:Iteration 56Q (115962.080000 sec): 3 clusters
  Score: Raw -2114078.315167 + Penalty 3301.820188 = -2110776.494979
  nChanged 72
		SP:Iteration 57Q (115962.400000 sec): 3 clusters
  Score: Raw -2114105.590681 + Penalty 3301.820188 = -2110803.770493
  nChanged 59
		SP:Iteration 58Q (115962.820000 sec): 3 clusters
  Score: Raw -2114121.638283 + Penalty 3301.820188 = -2110819.818095
  nChanged 62
		SP:Iteration 59Q (115963.180000 sec): 3 clusters
  Score: Raw -2114137.025033 + Penalty 3301.820188 = -2110835.204845
  nChanged 44
		SP:Iteration 60F (115963.550000 sec): 3 clusters
  Score: Raw -2114150.392338 + Penalty 3301.820188 = -2110848.572149
  nChanged 54
		SP:Iteration 61Q (115963.880000 sec): 3 clusters
  Score: Raw -2114161.672799 + Penalty 3301.820188 = -2110859.852611
  nChanged 41
		SP:Iteration 62Q (115964.210000 sec): 3 clusters
  Score: Raw -2114170.016921 + Penalty 3301.820188 = -2110868.196733
  nChanged 27
		SP:Iteration 63Q (115964.570000 sec): 3 clusters
  Score: Raw -2114175.379584 + Penalty 3301.820188 = -2110873.559396
  nChanged 21
		SP:Iteration 64Q (115964.890000 sec): 3 clusters
  Score: Raw -2114179.137560 + Penalty 3301.820188 = -2110877.317372
  nChanged 20
		SP:Iteration 65Q (115965.250000 sec): 3 clusters
  Score: Raw -2114182.458121 + Penalty 3301.820188 = -2110880.637933
  nChanged 11
		SP:Iteration 66Q (115965.610000 sec): 3 clusters
  Score: Raw -2114184.197178 + Penalty 3301.820188 = -2110882.376990
  nChanged 12
		SP:Iteration 67Q (115965.970000 sec): 3 clusters
  Score: Raw -2114185.758739 + Penalty 3301.820188 = -2110883.938551
  nChanged 6
		SP:Iteration 68Q (115966.290000 sec): 3 clusters
  Score: Raw -2114186.237368 + Penalty 3301.820188 = -2110884.417180
  nChanged 1
		SP:Iteration 69Q (115966.690000 sec): 3 clusters
  Score: Raw -2114186.338719 + Penalty 3301.820188 = -2110884.518531
  nChanged 1
		SP:Iteration 70Q (115967.050000 sec): 3 clusters
  Score: Raw -2114186.506280 + Penalty 3301.820188 = -2110884.686092
  nChanged 2
		SP:Iteration 71Q (115967.420000 sec): 3 clusters
  Score: Raw -2114186.715902 + Penalty 3301.820188 = -2110884.895714
  nChanged 4
		SP:Iteration 72Q (115967.740000 sec): 3 clusters
  Score: Raw -2114187.238556 + Penalty 3301.820188 = -2110885.418367
  nChanged 2
		SP:Iteration 73Q (115968.090000 sec): 3 clusters
  Score: Raw -2114187.505934 + Penalty 3301.820188 = -2110885.685745
  nChanged 3
		SP:Iteration 74Q (115968.420000 sec): 3 clusters
  Score: Raw -2114187.790404 + Penalty 3301.820188 = -2110885.970216
  nChanged 3
		SP:Iteration 75Q (115968.760000 sec): 3 clusters
  Score: Raw -2114188.044739 + Penalty 3301.820188 = -2110886.224551
  nChanged 1
		SP:Iteration 76Q (115969.120000 sec): 3 clusters
  Score: Raw -2114188.149782 + Penalty 3301.820188 = -2110886.329594
  nChanged 1
		SP:Iteration 77Q (115969.510000 sec): 3 clusters
  Score: Raw -2114188.590506 + Penalty 3301.820188 = -2110886.770318
  nChanged 5
		SP:Iteration 78Q (115969.830000 sec): 3 clusters
  Score: Raw -2114189.588562 + Penalty 3301.820188 = -2110887.768374
  nChanged 7
		SP:Iteration 79Q (115970.150000 sec): 3 clusters
  Score: Raw -2114191.522264 + Penalty 3301.820188 = -2110889.702076
  nChanged 9
		SP:Iteration 80F (115970.520000 sec): 3 clusters
  Score: Raw -2114192.915642 + Penalty 3301.820188 = -2110891.095454
  nChanged 8
		SP:Iteration 81Q (115970.880000 sec): 3 clusters
  Score: Raw -2114194.016985 + Penalty 3301.820188 = -2110892.196797
  nChanged 4
		SP:Iteration 82Q (115971.270000 sec): 3 clusters
  Score: Raw -2114194.394691 + Penalty 3301.820188 = -2110892.574502
  nChanged 3
		SP:Iteration 83Q (115971.660000 sec): 3 clusters
  Score: Raw -2114194.705738 + Penalty 3301.820188 = -2110892.885550
  nChanged 2
		SP:Iteration 84Q (115972.000000 sec): 3 clusters
  Score: Raw -2114194.957591 + Penalty 3301.820188 = -2110893.137403
  nChanged 2
		SP:Iteration 85Q (115972.370000 sec): 3 clusters
  Score: Raw -2114195.180326 + Penalty 3301.820188 = -2110893.360138
  nChanged 1
		SP:Iteration 86Q (115972.740000 sec): 3 clusters
  Score: Raw -2114195.431103 + Penalty 3301.820188 = -2110893.610915
  nChanged 0
		SP:Iteration 87F (115973.130000 sec): 3 clusters
  Score: Raw -2114195.431103 + Penalty 3301.820188 = -2110893.610915
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 55 (3870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115973.240000 sec): 2 clusters
  Score: Raw -289566.913692 + Penalty 1342.414090 = -288224.499602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115973.410000 sec): 3 clusters
  Score: Raw -287702.171725 + Penalty 2684.828180 = -285017.343545
  nChanged 1514
		SP:Iteration 1F (115973.590000 sec): 3 clusters
  Score: Raw -288676.667063 + Penalty 2684.828180 = -285991.838882
  nChanged 343
		SP:Iteration 2F (115973.760000 sec): 3 clusters
  Score: Raw -288931.797599 + Penalty 2684.828180 = -286246.969419
  nChanged 273
		SP:Iteration 3F (115973.940000 sec): 3 clusters
  Score: Raw -289150.205791 + Penalty 2684.828180 = -286465.377611
  nChanged 227
		SP:Iteration 4F (115974.120000 sec): 3 clusters
  Score: Raw -289329.447343 + Penalty 2684.828180 = -286644.619162
  nChanged 212
		SP:Iteration 5F (115974.290000 sec): 3 clusters
  Score: Raw -289486.580130 + Penalty 2684.828180 = -286801.751949
  nChanged 163
		SP:Iteration 6Q (115974.470000 sec): 3 clusters
  Score: Raw -289610.143738 + Penalty 2684.828180 = -286925.315557
  nChanged 161
		SP:Iteration 7Q (115974.650000 sec): 3 clusters
  Score: Raw -289721.552397 + Penalty 2684.828180 = -287036.724217
  nChanged 126
		SP:Iteration 8Q (115974.820000 sec): 3 clusters
  Score: Raw -289821.889395 + Penalty 2684.828180 = -287137.061214
  nChanged 112
		SP:Iteration 9Q (115975.000000 sec): 3 clusters
  Score: Raw -289914.216392 + Penalty 2684.828180 = -287229.388211
  nChanged 103
		SP:Iteration 10Q (115975.170000 sec): 3 clusters
  Score: Raw -289985.558046 + Penalty 2684.828180 = -287300.729865
  nChanged 82
		SP:Iteration 11Q (115975.350000 sec): 3 clusters
  Score: Raw -290040.630938 + Penalty 2684.828180 = -287355.802758
  nChanged 70
		SP:Iteration 12Q (115975.530000 sec): 3 clusters
  Score: Raw -290087.263950 + Penalty 2684.828180 = -287402.435769
  nChanged 68
		SP:Iteration 13Q (115975.700000 sec): 3 clusters
  Score: Raw -290128.884970 + Penalty 2684.828180 = -287444.056790
  nChanged 63
		SP:Iteration 14Q (115975.860000 sec): 3 clusters
  Score: Raw -290165.885002 + Penalty 2684.828180 = -287481.056822
  nChanged 53
		SP:Iteration 15Q (115976.050000 sec): 3 clusters
  Score: Raw -290204.194513 + Penalty 2684.828180 = -287519.366333
  nChanged 49
		SP:Iteration 16Q (115976.230000 sec): 3 clusters
  Score: Raw -290237.123069 + Penalty 2684.828180 = -287552.294889
  nChanged 63
		SP:Iteration 17Q (115976.450000 sec): 3 clusters
  Score: Raw -290276.196631 + Penalty 2684.828180 = -287591.368451
  nChanged 51
		SP:Iteration 18Q (115976.590000 sec): 3 clusters
  Score: Raw -290297.557106 + Penalty 2684.828180 = -287612.728925
  nChanged 50
		SP:Iteration 19Q (115976.770000 sec): 3 clusters
  Score: Raw -290315.130706 + Penalty 2684.828180 = -287630.302525
  nChanged 38
		SP:Iteration 20F (115976.940000 sec): 3 clusters
  Score: Raw -290326.456927 + Penalty 2684.828180 = -287641.628746
  nChanged 17
		SP:Iteration 21Q (115977.110000 sec): 3 clusters
  Score: Raw -290331.324584 + Penalty 2684.828180 = -287646.496404
  nChanged 15
		SP:Iteration 22Q (115977.290000 sec): 3 clusters
  Score: Raw -290335.401161 + Penalty 2684.828180 = -287650.572981
  nChanged 9
		SP:Iteration 23Q (115977.470000 sec): 3 clusters
  Score: Raw -290338.086592 + Penalty 2684.828180 = -287653.258412
  nChanged 10
		SP:Iteration 24Q (115977.640000 sec): 3 clusters
  Score: Raw -290342.332594 + Penalty 2684.828180 = -287657.504413
  nChanged 14
		SP:Iteration 25Q (115977.820000 sec): 3 clusters
  Score: Raw -290346.425047 + Penalty 2684.828180 = -287661.596867
  nChanged 11
		SP:Iteration 26Q (115977.990000 sec): 3 clusters
  Score: Raw -290349.560396 + Penalty 2684.828180 = -287664.732216
  nChanged 8
		SP:Iteration 27Q (115978.170000 sec): 3 clusters
  Score: Raw -290351.504760 + Penalty 2684.828180 = -287666.676580
  nChanged 10
		SP:Iteration 28Q (115978.350000 sec): 3 clusters
  Score: Raw -290355.720578 + Penalty 2684.828180 = -287670.892397
  nChanged 15
		SP:Iteration 29Q (115978.520000 sec): 3 clusters
  Score: Raw -290359.912527 + Penalty 2684.828180 = -287675.084346
  nChanged 12
		SP:Iteration 30Q (115978.700000 sec): 3 clusters
  Score: Raw -290362.936814 + Penalty 2684.828180 = -287678.108633
  nChanged 14
		SP:Iteration 31Q (115978.870000 sec): 3 clusters
  Score: Raw -290366.490649 + Penalty 2684.828180 = -287681.662469
  nChanged 9
		SP:Iteration 32Q (115979.070000 sec): 3 clusters
  Score: Raw -290368.511320 + Penalty 2684.828180 = -287683.683139
  nChanged 6
		SP:Iteration 33Q (115979.230000 sec): 3 clusters
  Score: Raw -290369.936643 + Penalty 2684.828180 = -287685.108462
  nChanged 2
		SP:Iteration 34Q (115979.400000 sec): 3 clusters
  Score: Raw -290370.568037 + Penalty 2684.828180 = -287685.739857
  nChanged 3
		SP:Iteration 35Q (115979.580000 sec): 3 clusters
  Score: Raw -290371.015212 + Penalty 2684.828180 = -287686.187031
  nChanged 3
		SP:Iteration 36Q (115979.750000 sec): 3 clusters
  Score: Raw -290371.487669 + Penalty 2684.828180 = -287686.659488
  nChanged 3
		SP:Iteration 37Q (115979.930000 sec): 3 clusters
  Score: Raw -290371.986770 + Penalty 2684.828180 = -287687.158590
  nChanged 2
		SP:Iteration 38Q (115980.110000 sec): 3 clusters
  Score: Raw -290372.336762 + Penalty 2684.828180 = -287687.508581
  nChanged 1
		SP:Iteration 39Q (115980.280000 sec): 3 clusters
  Score: Raw -290372.465289 + Penalty 2684.828180 = -287687.637109
  nChanged 1
		SP:Iteration 40F (115980.460000 sec): 3 clusters
  Score: Raw -290372.635033 + Penalty 2684.828180 = -287687.806853
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 56 (4867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115980.550000 sec): 2 clusters
  Score: Raw -357445.636301 + Penalty 1379.662864 = -356065.973437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115980.710000 sec): 3 clusters
  Score: Raw -354973.158593 + Penalty 2759.325728 = -352213.832865
  nChanged 1977
		SP:Iteration 1F (115980.870000 sec): 3 clusters
  Score: Raw -356390.931207 + Penalty 2759.325728 = -353631.605479
  nChanged 485
		SP:Iteration 2F (115981.030000 sec): 3 clusters
  Score: Raw -356904.522631 + Penalty 2759.325728 = -354145.196903
  nChanged 425
		SP:Iteration 3F (115981.190000 sec): 3 clusters
  Score: Raw -357310.651784 + Penalty 2759.325728 = -354551.326056
  nChanged 335
		SP:Iteration 4F (115981.350000 sec): 3 clusters
  Score: Raw -357614.842643 + Penalty 2759.325728 = -354855.516915
  nChanged 266
		SP:Iteration 5F (115981.510000 sec): 3 clusters
  Score: Raw -357816.473727 + Penalty 2759.325728 = -355057.147999
  nChanged 170
		SP:Iteration 6Q (115981.660000 sec): 3 clusters
  Score: Raw -357918.465108 + Penalty 2759.325728 = -355159.139380
  nChanged 121
		SP:Iteration 7Q (115981.820000 sec): 3 clusters
  Score: Raw -357977.282519 + Penalty 2759.325728 = -355217.956791
  nChanged 95
		SP:Iteration 8Q (115982.000000 sec): 3 clusters
  Score: Raw -358018.362251 + Penalty 2759.325728 = -355259.036523
  nChanged 66
		SP:Iteration 9Q (115982.170000 sec): 3 clusters
  Score: Raw -358040.859904 + Penalty 2759.325728 = -355281.534176
  nChanged 45
		SP:Iteration 10Q (115982.350000 sec): 3 clusters
  Score: Raw -358055.687662 + Penalty 2759.325728 = -355296.361934
  nChanged 46
		SP:Iteration 11Q (115982.520000 sec): 3 clusters
  Score: Raw -358073.450507 + Penalty 2759.325728 = -355314.124779
  nChanged 39
		SP:Iteration 12Q (115982.700000 sec): 3 clusters
  Score: Raw -358089.575753 + Penalty 2759.325728 = -355330.250025
  nChanged 45
		SP:Iteration 13Q (115982.860000 sec): 3 clusters
  Score: Raw -358110.557782 + Penalty 2759.325728 = -355351.232054
  nChanged 50
		SP:Iteration 14Q (115983.020000 sec): 3 clusters
  Score: Raw -358132.661773 + Penalty 2759.325728 = -355373.336045
  nChanged 43
		SP:Iteration 15Q (115983.220000 sec): 3 clusters
  Score: Raw -358148.925686 + Penalty 2759.325728 = -355389.599958
  nChanged 41
		SP:Iteration 16Q (115983.400000 sec): 3 clusters
  Score: Raw -358163.792650 + Penalty 2759.325728 = -355404.466922
  nChanged 50
		SP:Iteration 17Q (115983.590000 sec): 3 clusters
  Score: Raw -358186.593240 + Penalty 2759.325728 = -355427.267512
  nChanged 53
		SP:Iteration 18Q (115983.750000 sec): 3 clusters
  Score: Raw -358213.301902 + Penalty 2759.325728 = -355453.976174
  nChanged 55
		SP:Iteration 19Q (115983.910000 sec): 3 clusters
  Score: Raw -358235.928899 + Penalty 2759.325728 = -355476.603171
  nChanged 44
		SP:Iteration 20F (115984.060000 sec): 3 clusters
  Score: Raw -358255.623387 + Penalty 2759.325728 = -355496.297659
  nChanged 39
		SP:Iteration 21Q (115984.240000 sec): 3 clusters
  Score: Raw -358277.744008 + Penalty 2759.325728 = -355518.418280
  nChanged 44
		SP:Iteration 22Q (115984.410000 sec): 3 clusters
  Score: Raw -358296.845742 + Penalty 2759.325728 = -355537.520013
  nChanged 45
		SP:Iteration 23Q (115984.590000 sec): 3 clusters
  Score: Raw -358315.115333 + Penalty 2759.325728 = -355555.789604
  nChanged 40
		SP:Iteration 24Q (115984.760000 sec): 3 clusters
  Score: Raw -358333.863690 + Penalty 2759.325728 = -355574.537961
  nChanged 42
		SP:Iteration 25Q (115984.940000 sec): 3 clusters
  Score: Raw -358354.325566 + Penalty 2759.325728 = -355594.999838
  nChanged 46
		SP:Iteration 26Q (115985.110000 sec): 3 clusters
  Score: Raw -358379.984289 + Penalty 2759.325728 = -355620.658561
  nChanged 52
		SP:Iteration 27Q (115985.290000 sec): 3 clusters
  Score: Raw -358411.735689 + Penalty 2759.325728 = -355652.409961
  nChanged 53
		SP:Iteration 28Q (115985.460000 sec): 3 clusters
  Score: Raw -358458.207554 + Penalty 2759.325728 = -355698.881826
  nChanged 66
		SP:Iteration 29Q (115985.630000 sec): 3 clusters
  Score: Raw -358515.165757 + Penalty 2759.325728 = -355755.840029
  nChanged 59
		SP:Iteration 30Q (115985.810000 sec): 3 clusters
  Score: Raw -358572.612690 + Penalty 2759.325728 = -355813.286962
  nChanged 54
		SP:Iteration 31Q (115985.980000 sec): 3 clusters
  Score: Raw -358619.293586 + Penalty 2759.325728 = -355859.967858
  nChanged 39
		SP:Iteration 32Q (115986.150000 sec): 3 clusters
  Score: Raw -358653.056153 + Penalty 2759.325728 = -355893.730425
  nChanged 41
		SP:Iteration 33Q (115986.330000 sec): 3 clusters
  Score: Raw -358686.627751 + Penalty 2759.325728 = -355927.302022
  nChanged 34
		SP:Iteration 34Q (115986.500000 sec): 3 clusters
  Score: Raw -358714.095986 + Penalty 2759.325728 = -355954.770258
  nChanged 30
		SP:Iteration 35Q (115986.670000 sec): 3 clusters
  Score: Raw -358733.698706 + Penalty 2759.325728 = -355974.372978
  nChanged 29
		SP:Iteration 36Q (115986.880000 sec): 3 clusters
  Score: Raw -358744.799178 + Penalty 2759.325728 = -355985.473450
  nChanged 13
		SP:Iteration 37Q (115987.040000 sec): 3 clusters
  Score: Raw -358750.139719 + Penalty 2759.325728 = -355990.813990
  nChanged 13
		SP:Iteration 38Q (115987.220000 sec): 3 clusters
  Score: Raw -358753.978813 + Penalty 2759.325728 = -355994.653085
  nChanged 5
		SP:Iteration 39Q (115987.380000 sec): 3 clusters
  Score: Raw -358755.157183 + Penalty 2759.325728 = -355995.831454
  nChanged 3
		SP:Iteration 40F (115987.510000 sec): 3 clusters
  Score: Raw -358755.926073 + Penalty 2759.325728 = -355996.600345
  nChanged 3
		SP:Iteration 41Q (115987.670000 sec): 3 clusters
  Score: Raw -358758.512343 + Penalty 2759.325728 = -355999.186615
  nChanged 9
		SP:Iteration 42Q (115987.830000 sec): 3 clusters
  Score: Raw -358761.700841 + Penalty 2759.325728 = -356002.375112
  nChanged 7
		SP:Iteration 43Q (115987.990000 sec): 3 clusters
  Score: Raw -358763.958189 + Penalty 2759.325728 = -356004.632461
  nChanged 5
		SP:Iteration 44Q (115988.150000 sec): 3 clusters
  Score: Raw -358765.685009 + Penalty 2759.325728 = -356006.359281
  nChanged 6
		SP:Iteration 45Q (115988.310000 sec): 3 clusters
  Score: Raw -358768.663428 + Penalty 2759.325728 = -356009.337700
  nChanged 5
		SP:Iteration 46Q (115988.470000 sec): 3 clusters
  Score: Raw -358769.547209 + Penalty 2759.325728 = -356010.221480
  nChanged 1
		SP:Iteration 47Q (115988.630000 sec): 3 clusters
  Score: Raw -358770.063743 + Penalty 2759.325728 = -356010.738015
  nChanged 2
		SP:Iteration 48Q (115988.790000 sec): 3 clusters
  Score: Raw -358770.645410 + Penalty 2759.325728 = -356011.319682
  nChanged 2
		SP:Iteration 49Q (115988.950000 sec): 3 clusters
  Score: Raw -358771.758653 + Penalty 2759.325728 = -356012.432925
  nChanged 4
		SP:Iteration 50Q (115989.110000 sec): 3 clusters
  Score: Raw -358773.024198 + Penalty 2759.325728 = -356013.698470
  nChanged 5
		SP:Iteration 51Q (115989.260000 sec): 3 clusters
  Score: Raw -358776.431004 + Penalty 2759.325728 = -356017.105275
  nChanged 7
		SP:Iteration 52Q (115989.420000 sec): 3 clusters
  Score: Raw -358777.889281 + Penalty 2759.325728 = -356018.563553
  nChanged 1
		SP:Iteration 53Q (115989.580000 sec): 3 clusters
  Score: Raw -358778.782179 + Penalty 2759.325728 = -356019.456450
  nChanged 4
		SP:Iteration 54Q (115989.740000 sec): 3 clusters
  Score: Raw -358780.067957 + Penalty 2759.325728 = -356020.742229
  nChanged 1
		SP:Iteration 55Q (115989.900000 sec): 3 clusters
  Score: Raw -358781.571161 + Penalty 2759.325728 = -356022.245433
  nChanged 3
		SP:Iteration 56Q (115990.060000 sec): 3 clusters
  Score: Raw -358782.180841 + Penalty 2759.325728 = -356022.855112
  nChanged 2
		SP:Iteration 57Q (115990.220000 sec): 3 clusters
  Score: Raw -358782.430171 + Penalty 2759.325728 = -356023.104442
  nChanged 0
		SP:Iteration 58F (115990.380000 sec): 3 clusters
  Score: Raw -358782.430171 + Penalty 2759.325728 = -356023.104442
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 57 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115990.450000 sec): 2 clusters
  Score: Raw -30630.179858 + Penalty 960.504455 = -29669.675403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115990.610000 sec): 3 clusters
  Score: Raw -30600.303976 + Penalty 1921.008909 = -28679.295067
  nChanged 63
		SP:Iteration 1F (115990.770000 sec): 3 clusters
  Score: Raw -30708.087844 + Penalty 1921.008909 = -28787.078935
  nChanged 17
		SP:Iteration 2Q (115990.930000 sec): 3 clusters
  Score: Raw -30749.714386 + Penalty 1921.008909 = -28828.705476
  nChanged 7
		SP:Iteration 3Q (115991.090000 sec): 3 clusters
  Score: Raw -30765.418642 + Penalty 1921.008909 = -28844.409733
  nChanged 4
		SP:Iteration 4Q (115991.250000 sec): 3 clusters
  Score: Raw -30776.385315 + Penalty 1921.008909 = -28855.376406
  nChanged 2
		SP:Iteration 5Q (115991.410000 sec): 3 clusters
  Score: Raw -30778.891663 + Penalty 1921.008909 = -28857.882754
  nChanged 0
		SP:Iteration 6F (115991.570000 sec): 3 clusters
  Score: Raw -30778.891663 + Penalty 1921.008909 = -28857.882754
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 58 (5209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115991.670000 sec): 2 clusters
  Score: Raw -442517.030189 + Penalty 1390.698266 = -441126.331923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115991.840000 sec): 3 clusters
  Score: Raw -439779.585159 + Penalty 2781.396533 = -436998.188626
  nChanged 2121
		SP:Iteration 1F (115992.000000 sec): 3 clusters
  Score: Raw -440936.488850 + Penalty 2781.396533 = -438155.092317
  nChanged 362
		SP:Iteration 2F (115992.160000 sec): 3 clusters
  Score: Raw -441125.572186 + Penalty 2781.396533 = -438344.175654
  nChanged 291
		SP:Iteration 3F (115992.310000 sec): 3 clusters
  Score: Raw -441282.418292 + Penalty 2781.396533 = -438501.021759
  nChanged 227
		SP:Iteration 4Q (115992.470000 sec): 3 clusters
  Score: Raw -441406.052435 + Penalty 2781.396533 = -438624.655903
  nChanged 216
		SP:Iteration 5Q (115992.650000 sec): 3 clusters
  Score: Raw -441512.949508 + Penalty 2781.396533 = -438731.552975
  nChanged 183
		SP:Iteration 6Q (115992.820000 sec): 3 clusters
  Score: Raw -441627.520555 + Penalty 2781.396533 = -438846.124022
  nChanged 193
		SP:Iteration 7Q (115992.990000 sec): 3 clusters
  Score: Raw -441743.517150 + Penalty 2781.396533 = -438962.120618
  nChanged 183
		SP:Iteration 8Q (115993.160000 sec): 3 clusters
  Score: Raw -441867.822276 + Penalty 2781.396533 = -439086.425743
  nChanged 188
		SP:Iteration 9Q (115993.330000 sec): 3 clusters
  Score: Raw -441985.481234 + Penalty 2781.396533 = -439204.084701
  nChanged 189
		SP:Iteration 10Q (115993.500000 sec): 3 clusters
  Score: Raw -442124.132536 + Penalty 2781.396533 = -439342.736003
  nChanged 200
		SP:Iteration 11Q (115993.680000 sec): 3 clusters
  Score: Raw -442282.453383 + Penalty 2781.396533 = -439501.056850
  nChanged 184
		SP:Iteration 12Q (115993.850000 sec): 3 clusters
  Score: Raw -442448.563559 + Penalty 2781.396533 = -439667.167026
  nChanged 165
		SP:Iteration 13Q (115994.020000 sec): 3 clusters
  Score: Raw -442591.929526 + Penalty 2781.396533 = -439810.532993
  nChanged 130
		SP:Iteration 14Q (115994.190000 sec): 3 clusters
  Score: Raw -442726.728136 + Penalty 2781.396533 = -439945.331603
  nChanged 126
		SP:Iteration 15Q (115994.370000 sec): 3 clusters
  Score: Raw -442839.341443 + Penalty 2781.396533 = -440057.944910
  nChanged 100
		SP:Iteration 16Q (115994.540000 sec): 3 clusters
  Score: Raw -442936.363613 + Penalty 2781.396533 = -440154.967081
  nChanged 69
		SP:Iteration 17Q (115994.710000 sec): 3 clusters
  Score: Raw -442994.087807 + Penalty 2781.396533 = -440212.691274
  nChanged 59
		SP:Iteration 18Q (115994.890000 sec): 3 clusters
  Score: Raw -443032.431860 + Penalty 2781.396533 = -440251.035327
  nChanged 43
		SP:Iteration 19Q (115995.060000 sec): 3 clusters
  Score: Raw -443062.081013 + Penalty 2781.396533 = -440280.684480
  nChanged 46
		SP:Iteration 20F (115995.230000 sec): 3 clusters
  Score: Raw -443092.573068 + Penalty 2781.396533 = -440311.176536
  nChanged 38
		SP:Iteration 21Q (115995.400000 sec): 3 clusters
  Score: Raw -443113.051882 + Penalty 2781.396533 = -440331.655349
  nChanged 26
		SP:Iteration 22Q (115995.570000 sec): 3 clusters
  Score: Raw -443124.579082 + Penalty 2781.396533 = -440343.182549
  nChanged 21
		SP:Iteration 23Q (115995.770000 sec): 3 clusters
  Score: Raw -443134.488163 + Penalty 2781.396533 = -440353.091630
  nChanged 19
		SP:Iteration 24Q (115995.910000 sec): 3 clusters
  Score: Raw -443141.830388 + Penalty 2781.396533 = -440360.433856
  nChanged 9
		SP:Iteration 25Q (115996.080000 sec): 3 clusters
  Score: Raw -443144.538979 + Penalty 2781.396533 = -440363.142446
  nChanged 5
		SP:Iteration 26Q (115996.250000 sec): 3 clusters
  Score: Raw -443146.669757 + Penalty 2781.396533 = -440365.273225
  nChanged 4
		SP:Iteration 27Q (115996.430000 sec): 3 clusters
  Score: Raw -443148.821630 + Penalty 2781.396533 = -440367.425097
  nChanged 5
		SP:Iteration 28Q (115996.600000 sec): 3 clusters
  Score: Raw -443150.349984 + Penalty 2781.396533 = -440368.953451
  nChanged 2
		SP:Iteration 29Q (115996.770000 sec): 3 clusters
  Score: Raw -443150.916061 + Penalty 2781.396533 = -440369.519528
  nChanged 2
		SP:Iteration 30Q (115996.950000 sec): 3 clusters
  Score: Raw -443151.570558 + Penalty 2781.396533 = -440370.174025
  nChanged 0
		SP:Iteration 31F (115997.120000 sec): 3 clusters
  Score: Raw -443151.570558 + Penalty 2781.396533 = -440370.174025
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 59 (14075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (115997.270000 sec): 2 clusters
  Score: Raw -1214782.912208 + Penalty 1552.225261 = -1213230.686947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (115997.470000 sec): 3 clusters
  Score: Raw -1206457.500679 + Penalty 3104.450522 = -1203353.050157
  nChanged 6211
		SP:Iteration 1F (115997.760000 sec): 3 clusters
  Score: Raw -1209792.271830 + Penalty 3104.450522 = -1206687.821307
  nChanged 747
		SP:Iteration 2F (115997.990000 sec): 3 clusters
  Score: Raw -1210093.618235 + Penalty 3104.450522 = -1206989.167713
  nChanged 725
		SP:Iteration 3F (115998.220000 sec): 3 clusters
  Score: Raw -1210440.171383 + Penalty 3104.450522 = -1207335.720861
  nChanged 782
		SP:Iteration 4F (115998.450000 sec): 3 clusters
  Score: Raw -1210848.044624 + Penalty 3104.450522 = -1207743.594102
  nChanged 837
		SP:Iteration 5F (115998.720000 sec): 3 clusters
  Score: Raw -1211362.053966 + Penalty 3104.450522 = -1208257.603444
  nChanged 895
		SP:Iteration 6F (115998.940000 sec): 3 clusters
  Score: Raw -1211913.987233 + Penalty 3104.450522 = -1208809.536711
  nChanged 803
		SP:Iteration 7F (115999.160000 sec): 3 clusters
  Score: Raw -1212386.381041 + Penalty 3104.450522 = -1209281.930518
  nChanged 701
		SP:Iteration 8Q (115999.410000 sec): 3 clusters
  Score: Raw -1212781.461068 + Penalty 3104.450522 = -1209677.010546
  nChanged 589
		SP:Iteration 9Q (115999.660000 sec): 3 clusters
  Score: Raw -1213106.861999 + Penalty 3104.450522 = -1210002.411477
  nChanged 487
		SP:Iteration 10Q (115999.910000 sec): 3 clusters
  Score: Raw -1213409.854483 + Penalty 3104.450522 = -1210305.403961
  nChanged 418
		SP:Iteration 11Q (116000.170000 sec): 3 clusters
  Score: Raw -1213687.017225 + Penalty 3104.450522 = -1210582.566702
  nChanged 356
		SP:Iteration 12Q (116000.410000 sec): 3 clusters
  Score: Raw -1213961.444020 + Penalty 3104.450522 = -1210856.993498
  nChanged 315
		SP:Iteration 13Q (116000.670000 sec): 3 clusters
  Score: Raw -1214173.555686 + Penalty 3104.450522 = -1211069.105164
  nChanged 252
		SP:Iteration 14Q (116000.910000 sec): 3 clusters
  Score: Raw -1214351.352632 + Penalty 3104.450522 = -1211246.902110
  nChanged 206
		SP:Iteration 15Q (116001.170000 sec): 3 clusters
  Score: Raw -1214476.892616 + Penalty 3104.450522 = -1211372.442094
  nChanged 166
		SP:Iteration 16Q (116001.390000 sec): 3 clusters
  Score: Raw -1214561.169461 + Penalty 3104.450522 = -1211456.718939
  nChanged 123
		SP:Iteration 17Q (116001.620000 sec): 3 clusters
  Score: Raw -1214617.412316 + Penalty 3104.450522 = -1211512.961794
  nChanged 113
		SP:Iteration 18Q (116001.930000 sec): 3 clusters
  Score: Raw -1214671.215806 + Penalty 3104.450522 = -1211566.765283
  nChanged 99
		SP:Iteration 19Q (116002.210000 sec): 3 clusters
  Score: Raw -1214722.360086 + Penalty 3104.450522 = -1211617.909564
  nChanged 92
		SP:Iteration 20F (116002.450000 sec): 3 clusters
  Score: Raw -1214778.686079 + Penalty 3104.450522 = -1211674.235557
  nChanged 97
		SP:Iteration 21Q (116002.620000 sec): 3 clusters
  Score: Raw -1214826.031024 + Penalty 3104.450522 = -1211721.580502
  nChanged 81
		SP:Iteration 22Q (116002.880000 sec): 3 clusters
  Score: Raw -1214871.196440 + Penalty 3104.450522 = -1211766.745918
  nChanged 77
		SP:Iteration 23Q (116003.130000 sec): 3 clusters
  Score: Raw -1214908.470623 + Penalty 3104.450522 = -1211804.020101
  nChanged 60
		SP:Iteration 24Q (116003.350000 sec): 3 clusters
  Score: Raw -1214939.016101 + Penalty 3104.450522 = -1211834.565579
  nChanged 66
		SP:Iteration 25Q (116003.630000 sec): 3 clusters
  Score: Raw -1214965.789517 + Penalty 3104.450522 = -1211861.338995
  nChanged 50
		SP:Iteration 26Q (116003.850000 sec): 3 clusters
  Score: Raw -1214982.476342 + Penalty 3104.450522 = -1211878.025820
  nChanged 38
		SP:Iteration 27Q (116004.120000 sec): 3 clusters
  Score: Raw -1214993.183543 + Penalty 3104.450522 = -1211888.733021
  nChanged 27
		SP:Iteration 28Q (116004.340000 sec): 3 clusters
  Score: Raw -1214999.606619 + Penalty 3104.450522 = -1211895.156097
  nChanged 22
		SP:Iteration 29Q (116004.560000 sec): 3 clusters
  Score: Raw -1215005.095172 + Penalty 3104.450522 = -1211900.644650
  nChanged 17
		SP:Iteration 30Q (116004.790000 sec): 3 clusters
  Score: Raw -1215008.473815 + Penalty 3104.450522 = -1211904.023292
  nChanged 9
		SP:Iteration 31Q (116005.000000 sec): 3 clusters
  Score: Raw -1215010.445290 + Penalty 3104.450522 = -1211905.994768
  nChanged 8
		SP:Iteration 32Q (116005.210000 sec): 3 clusters
  Score: Raw -1215012.493442 + Penalty 3104.450522 = -1211908.042920
  nChanged 6
		SP:Iteration 33Q (116005.500000 sec): 3 clusters
  Score: Raw -1215014.413215 + Penalty 3104.450522 = -1211909.962693
  nChanged 5
		SP:Iteration 34Q (116005.740000 sec): 3 clusters
  Score: Raw -1215015.475719 + Penalty 3104.450522 = -1211911.025197
  nChanged 3
		SP:Iteration 35Q (116005.970000 sec): 3 clusters
  Score: Raw -1215015.997449 + Penalty 3104.450522 = -1211911.546927
  nChanged 1
		SP:Iteration 36Q (116006.240000 sec): 3 clusters
  Score: Raw -1215016.085832 + Penalty 3104.450522 = -1211911.635309
  nChanged 0
		SP:Iteration 37F (116006.470000 sec): 3 clusters
  Score: Raw -1215016.085832 + Penalty 3104.450522 = -1211911.635309
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 60 (665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116006.580000 sec): 2 clusters
  Score: Raw -53042.062469 + Penalty 1056.215394 = -51985.847075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116006.760000 sec): 3 clusters
  Score: Raw -52910.651297 + Penalty 2112.430788 = -50798.220508
  nChanged 177
		SP:Iteration 1F (116006.940000 sec): 3 clusters
  Score: Raw -53107.356494 + Penalty 2112.430788 = -50994.925706
  nChanged 45
		SP:Iteration 2F (116007.110000 sec): 3 clusters
  Score: Raw -53176.550784 + Penalty 2112.430788 = -51064.119996
  nChanged 23
		SP:Iteration 3Q (116007.290000 sec): 3 clusters
  Score: Raw -53211.281658 + Penalty 2112.430788 = -51098.850869
  nChanged 16
		SP:Iteration 4Q (116007.420000 sec): 3 clusters
  Score: Raw -53234.419540 + Penalty 2112.430788 = -51121.988752
  nChanged 14
		SP:Iteration 5Q (116007.590000 sec): 3 clusters
  Score: Raw -53256.753772 + Penalty 2112.430788 = -51144.322984
  nChanged 6
		SP:Iteration 6Q (116007.770000 sec): 3 clusters
  Score: Raw -53264.854810 + Penalty 2112.430788 = -51152.424022
  nChanged 8
		SP:Iteration 7Q (116007.940000 sec): 3 clusters
  Score: Raw -53292.654365 + Penalty 2112.430788 = -51180.223577
  nChanged 14
		SP:Iteration 8Q (116008.120000 sec): 3 clusters
  Score: Raw -53335.236663 + Penalty 2112.430788 = -51222.805875
  nChanged 20
		SP:Iteration 9Q (116008.300000 sec): 3 clusters
  Score: Raw -53441.762171 + Penalty 2112.430788 = -51329.331383
  nChanged 28
		SP:Iteration 10Q (116008.470000 sec): 3 clusters
  Score: Raw -53716.887173 + Penalty 2112.430788 = -51604.456385
  nChanged 41
		SP:Iteration 11F (116008.650000 sec): 3 clusters
  Score: Raw -53816.991975 + Penalty 2112.430788 = -51704.561186
  nChanged 24
		SP:Iteration 12Q (116008.820000 sec): 3 clusters
  Score: Raw -53881.942465 + Penalty 2112.430788 = -51769.511676
  nChanged 12
		SP:Iteration 13Q (116009.000000 sec): 3 clusters
  Score: Raw -53905.555672 + Penalty 2112.430788 = -51793.124884
  nChanged 10
		SP:Iteration 14Q (116009.180000 sec): 3 clusters
  Score: Raw -53925.870579 + Penalty 2112.430788 = -51813.439790
  nChanged 3
		SP:Iteration 15Q (116009.350000 sec): 3 clusters
  Score: Raw -53934.438068 + Penalty 2112.430788 = -51822.007280
  nChanged 6
		SP:Iteration 16Q (116009.530000 sec): 3 clusters
  Score: Raw -53946.496432 + Penalty 2112.430788 = -51834.065644
  nChanged 7
		SP:Iteration 17Q (116009.700000 sec): 3 clusters
  Score: Raw -53952.580151 + Penalty 2112.430788 = -51840.149363
  nChanged 3
		SP:Iteration 18Q (116009.880000 sec): 3 clusters
  Score: Raw -53954.945050 + Penalty 2112.430788 = -51842.514262
  nChanged 1
		SP:Iteration 19Q (116010.060000 sec): 3 clusters
  Score: Raw -53955.827908 + Penalty 2112.430788 = -51843.397120
  nChanged 1
		SP:Iteration 20F (116010.230000 sec): 3 clusters
  Score: Raw -53962.897701 + Penalty 2112.430788 = -51850.466913
  nChanged 1
		SP:Iteration 21Q (116010.410000 sec): 3 clusters
  Score: Raw -53966.896622 + Penalty 2112.430788 = -51854.465834
  nChanged 0
		SP:Iteration 22F (116010.580000 sec): 3 clusters
  Score: Raw -53966.896622 + Penalty 2112.430788 = -51854.465834
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 61 (11146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116010.700000 sec): 2 clusters
  Score: Raw -919624.034736 + Penalty 1514.310845 = -918109.723891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116010.910000 sec): 3 clusters
  Score: Raw -913195.673715 + Penalty 3028.621690 = -910167.052026
  nChanged 4875
		SP:Iteration 1F (116011.100000 sec): 3 clusters
  Score: Raw -915919.128652 + Penalty 3028.621690 = -912890.506963
  nChanged 748
		SP:Iteration 2F (116011.310000 sec): 3 clusters
  Score: Raw -916282.421675 + Penalty 3028.621690 = -913253.799985
  nChanged 629
		SP:Iteration 3F (116011.540000 sec): 3 clusters
  Score: Raw -916607.430791 + Penalty 3028.621690 = -913578.809101
  nChanged 625
		SP:Iteration 4F (116011.760000 sec): 3 clusters
  Score: Raw -916971.026224 + Penalty 3028.621690 = -913942.404535
  nChanged 595
		SP:Iteration 5F (116012.000000 sec): 3 clusters
  Score: Raw -917329.683037 + Penalty 3028.621690 = -914301.061348
  nChanged 603
		SP:Iteration 6F (116012.200000 sec): 3 clusters
  Score: Raw -917696.443324 + Penalty 3028.621690 = -914667.821634
  nChanged 589
		SP:Iteration 7F (116012.420000 sec): 3 clusters
  Score: Raw -918087.135943 + Penalty 3028.621690 = -915058.514254
  nChanged 567
		SP:Iteration 8F (116012.630000 sec): 3 clusters
  Score: Raw -918508.897191 + Penalty 3028.621690 = -915480.275501
  nChanged 488
		SP:Iteration 9Q (116012.900000 sec): 3 clusters
  Score: Raw -918920.175595 + Penalty 3028.621690 = -915891.553905
  nChanged 393
		SP:Iteration 10Q (116013.170000 sec): 3 clusters
  Score: Raw -919339.462303 + Penalty 3028.621690 = -916310.840614
  nChanged 334
		SP:Iteration 11Q (116013.380000 sec): 3 clusters
  Score: Raw -919733.515590 + Penalty 3028.621690 = -916704.893900
  nChanged 248
		SP:Iteration 12Q (116013.590000 sec): 3 clusters
  Score: Raw -919972.243585 + Penalty 3028.621690 = -916943.621895
  nChanged 168
		SP:Iteration 13Q (116013.800000 sec): 3 clusters
  Score: Raw -920085.178518 + Penalty 3028.621690 = -917056.556829
  nChanged 120
		SP:Iteration 14Q (116014.010000 sec): 3 clusters
  Score: Raw -920153.560566 + Penalty 3028.621690 = -917124.938877
  nChanged 98
		SP:Iteration 15Q (116014.220000 sec): 3 clusters
  Score: Raw -920199.277686 + Penalty 3028.621690 = -917170.655996
  nChanged 73
		SP:Iteration 16Q (116014.430000 sec): 3 clusters
  Score: Raw -920225.176363 + Penalty 3028.621690 = -917196.554673
  nChanged 40
		SP:Iteration 17Q (116014.640000 sec): 3 clusters
  Score: Raw -920234.542843 + Penalty 3028.621690 = -917205.921153
  nChanged 27
		SP:Iteration 18Q (116014.840000 sec): 3 clusters
  Score: Raw -920240.544898 + Penalty 3028.621690 = -917211.923208
  nChanged 21
		SP:Iteration 19Q (116015.040000 sec): 3 clusters
  Score: Raw -920245.283157 + Penalty 3028.621690 = -917216.661467
  nChanged 15
		SP:Iteration 20F (116015.260000 sec): 3 clusters
  Score: Raw -920249.758236 + Penalty 3028.621690 = -917221.136547
  nChanged 15
		SP:Iteration 21Q (116015.510000 sec): 3 clusters
  Score: Raw -920253.519742 + Penalty 3028.621690 = -917224.898052
  nChanged 11
		SP:Iteration 22Q (116015.720000 sec): 3 clusters
  Score: Raw -920255.142133 + Penalty 3028.621690 = -917226.520443
  nChanged 2
		SP:Iteration 23Q (116015.930000 sec): 3 clusters
  Score: Raw -920255.431421 + Penalty 3028.621690 = -917226.809731
  nChanged 4
		SP:Iteration 24Q (116016.140000 sec): 3 clusters
  Score: Raw -920255.991509 + Penalty 3028.621690 = -917227.369819
  nChanged 1
		SP:Iteration 25Q (116016.350000 sec): 3 clusters
  Score: Raw -920256.082761 + Penalty 3028.621690 = -917227.461072
  nChanged 2
		SP:Iteration 26Q (116016.630000 sec): 3 clusters
  Score: Raw -920256.502868 + Penalty 3028.621690 = -917227.881178
  nChanged 0
		SP:Iteration 27F (116016.790000 sec): 3 clusters
  Score: Raw -920256.502868 + Penalty 3028.621690 = -917227.881178
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 62 (38269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116017.060000 sec): 2 clusters
  Score: Raw -3584366.893842 + Penalty 1714.764260 = -3582652.129581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116017.450000 sec): 3 clusters
  Score: Raw -3560481.982208 + Penalty 3429.528521 = -3557052.453688
  nChanged 17731
		SP:Iteration 1F (116017.860000 sec): 3 clusters
  Score: Raw -3570467.858787 + Penalty 3429.528521 = -3567038.330266
  nChanged 1306
		SP:Iteration 2Q (116018.280000 sec): 3 clusters
  Score: Raw -3570767.052976 + Penalty 3429.528521 = -3567337.524455
  nChanged 1186
		SP:Iteration 3Q (116018.720000 sec): 3 clusters
  Score: Raw -3571051.992815 + Penalty 3429.528521 = -3567622.464294
  nChanged 1151
		SP:Iteration 4Q (116019.140000 sec): 3 clusters
  Score: Raw -3571376.170639 + Penalty 3429.528521 = -3567946.642118
  nChanged 1228
		SP:Iteration 5Q (116019.600000 sec): 3 clusters
  Score: Raw -3571797.144969 + Penalty 3429.528521 = -3568367.616448
  nChanged 1445
		SP:Iteration 6Q (116020.010000 sec): 3 clusters
  Score: Raw -3572457.442163 + Penalty 3429.528521 = -3569027.913642
  nChanged 1757
		SP:Iteration 7Q (116020.400000 sec): 3 clusters
  Score: Raw -3573475.312194 + Penalty 3429.528521 = -3570045.783673
  nChanged 2132
		SP:Iteration 8F (116020.820000 sec): 3 clusters
  Score: Raw -3574910.260022 + Penalty 3429.528521 = -3571480.731501
  nChanged 2289
		SP:Iteration 9F (116021.230000 sec): 3 clusters
  Score: Raw -3576663.816116 + Penalty 3429.528521 = -3573234.287596
  nChanged 2202
		SP:Iteration 10F (116021.680000 sec): 3 clusters
  Score: Raw -3578420.309357 + Penalty 3429.528521 = -3574990.780836
  nChanged 1995
		SP:Iteration 11F (116022.070000 sec): 3 clusters
  Score: Raw -3579987.938893 + Penalty 3429.528521 = -3576558.410373
  nChanged 1580
		SP:Iteration 12Q (116022.520000 sec): 3 clusters
  Score: Raw -3581227.496801 + Penalty 3429.528521 = -3577797.968280
  nChanged 1277
		SP:Iteration 13Q (116022.980000 sec): 3 clusters
  Score: Raw -3582233.353286 + Penalty 3429.528521 = -3578803.824766
  nChanged 998
		SP:Iteration 14Q (116023.360000 sec): 3 clusters
  Score: Raw -3583021.128844 + Penalty 3429.528521 = -3579591.600323
  nChanged 688
		SP:Iteration 15Q (116023.760000 sec): 3 clusters
  Score: Raw -3583566.954606 + Penalty 3429.528521 = -3580137.426085
  nChanged 498
		SP:Iteration 16Q (116024.120000 sec): 3 clusters
  Score: Raw -3583981.509028 + Penalty 3429.528521 = -3580551.980507
  nChanged 285
		SP:Iteration 17Q (116024.490000 sec): 3 clusters
  Score: Raw -3584212.634511 + Penalty 3429.528521 = -3580783.105991
  nChanged 150
		SP:Iteration 18Q (116024.880000 sec): 3 clusters
  Score: Raw -3584328.976535 + Penalty 3429.528521 = -3580899.448014
  nChanged 88
		SP:Iteration 19Q (116025.300000 sec): 3 clusters
  Score: Raw -3584405.766083 + Penalty 3429.528521 = -3580976.237562
  nChanged 62
		SP:Iteration 20F (116025.720000 sec): 3 clusters
  Score: Raw -3584459.478571 + Penalty 3429.528521 = -3581029.950051
  nChanged 34
		SP:Iteration 21Q (116026.140000 sec): 3 clusters
  Score: Raw -3584492.211363 + Penalty 3429.528521 = -3581062.682843
  nChanged 26
		SP:Iteration 22Q (116026.560000 sec): 3 clusters
  Score: Raw -3584515.945899 + Penalty 3429.528521 = -3581086.417378
  nChanged 14
		SP:Iteration 23Q (116026.940000 sec): 3 clusters
  Score: Raw -3584529.478483 + Penalty 3429.528521 = -3581099.949962
  nChanged 14
		SP:Iteration 24Q (116027.310000 sec): 3 clusters
  Score: Raw -3584543.490498 + Penalty 3429.528521 = -3581113.961977
  nChanged 15
		SP:Iteration 25Q (116027.690000 sec): 3 clusters
  Score: Raw -3584556.812381 + Penalty 3429.528521 = -3581127.283860
  nChanged 7
		SP:Iteration 26Q (116028.060000 sec): 3 clusters
  Score: Raw -3584561.255466 + Penalty 3429.528521 = -3581131.726945
  nChanged 2
		SP:Iteration 27Q (116028.440000 sec): 3 clusters
  Score: Raw -3584563.633898 + Penalty 3429.528521 = -3581134.105377
  nChanged 3
		SP:Iteration 28Q (116028.810000 sec): 3 clusters
  Score: Raw -3584565.735007 + Penalty 3429.528521 = -3581136.206486
  nChanged 3
		SP:Iteration 29Q (116029.160000 sec): 3 clusters
  Score: Raw -3584567.405133 + Penalty 3429.528521 = -3581137.876613
  nChanged 3
		SP:Iteration 30Q (116029.530000 sec): 3 clusters
  Score: Raw -3584570.021300 + Penalty 3429.528521 = -3581140.492779
  nChanged 2
		SP:Iteration 31Q (116029.890000 sec): 3 clusters
  Score: Raw -3584573.771549 + Penalty 3429.528521 = -3581144.243029
  nChanged 1
		SP:Iteration 32Q (116030.330000 sec): 3 clusters
  Score: Raw -3584574.191744 + Penalty 3429.528521 = -3581144.663224
  nChanged 0
		SP:Iteration 33F (116030.720000 sec): 3 clusters
  Score: Raw -3584574.191744 + Penalty 3429.528521 = -3581144.663224
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 63 (775 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116030.830000 sec): 2 clusters
  Score: Raw -60768.019166 + Penalty 1081.090242 = -59686.928924
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116031.000000 sec): 3 clusters
  Score: Raw -60567.777630 + Penalty 2162.180485 = -58405.597145
  nChanged 221
		SP:Iteration 1F (116031.170000 sec): 3 clusters
  Score: Raw -60771.928010 + Penalty 2162.180485 = -58609.747525
  nChanged 53
		SP:Iteration 2F (116031.340000 sec): 3 clusters
  Score: Raw -60856.883876 + Penalty 2162.180485 = -58694.703391
  nChanged 35
		SP:Iteration 3Q (116031.520000 sec): 3 clusters
  Score: Raw -60907.317853 + Penalty 2162.180485 = -58745.137368
  nChanged 24
		SP:Iteration 4Q (116031.690000 sec): 3 clusters
  Score: Raw -60939.662356 + Penalty 2162.180485 = -58777.481871
  nChanged 18
		SP:Iteration 5Q (116031.850000 sec): 3 clusters
  Score: Raw -60979.697065 + Penalty 2162.180485 = -58817.516581
  nChanged 20
		SP:Iteration 6Q (116032.000000 sec): 3 clusters
  Score: Raw -61009.005025 + Penalty 2162.180485 = -58846.824541
  nChanged 12
		SP:Iteration 7Q (116032.160000 sec): 3 clusters
  Score: Raw -61019.443207 + Penalty 2162.180485 = -58857.262722
  nChanged 8
		SP:Iteration 8Q (116032.320000 sec): 3 clusters
  Score: Raw -61027.813264 + Penalty 2162.180485 = -58865.632780
  nChanged 8
		SP:Iteration 9Q (116032.480000 sec): 3 clusters
  Score: Raw -61034.729425 + Penalty 2162.180485 = -58872.548941
  nChanged 5
		SP:Iteration 10Q (116032.640000 sec): 3 clusters
  Score: Raw -61040.080822 + Penalty 2162.180485 = -58877.900338
  nChanged 2
		SP:Iteration 11Q (116032.790000 sec): 3 clusters
  Score: Raw -61040.988339 + Penalty 2162.180485 = -58878.807854
  nChanged 1
		SP:Iteration 12Q (116032.950000 sec): 3 clusters
  Score: Raw -61042.937677 + Penalty 2162.180485 = -58880.757192
  nChanged 0
		SP:Iteration 13F (116033.110000 sec): 3 clusters
  Score: Raw -61042.937677 + Penalty 2162.180485 = -58880.757192
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 64 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116033.160000 sec): 2 clusters
  Score: Raw -36967.533101 + Penalty 986.494881 = -35981.038220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116033.320000 sec): 3 clusters
  Score: Raw -36942.051107 + Penalty 1972.989762 = -34969.061346
  nChanged 75
		SP:Iteration 1F (116033.480000 sec): 3 clusters
  Score: Raw -37061.863804 + Penalty 1972.989762 = -35088.874043
  nChanged 22
		SP:Iteration 2F (116033.640000 sec): 3 clusters
  Score: Raw -37097.069087 + Penalty 1972.989762 = -35124.079325
  nChanged 12
		SP:Iteration 3Q (116033.800000 sec): 3 clusters
  Score: Raw -37118.937447 + Penalty 1972.989762 = -35145.947685
  nChanged 2
		SP:Iteration 4Q (116033.960000 sec): 3 clusters
  Score: Raw -37124.852341 + Penalty 1972.989762 = -35151.862580
  nChanged 2
		SP:Iteration 5Q (116034.120000 sec): 3 clusters
  Score: Raw -37126.943406 + Penalty 1972.989762 = -35153.953644
  nChanged 1
		SP:Iteration 6Q (116034.280000 sec): 3 clusters
  Score: Raw -37129.124406 + Penalty 1972.989762 = -35156.134645
  nChanged 2
		SP:Iteration 7Q (116034.440000 sec): 3 clusters
  Score: Raw -37132.309129 + Penalty 1972.989762 = -35159.319368
  nChanged 0
		SP:Iteration 8F (116034.600000 sec): 3 clusters
  Score: Raw -37132.309129 + Penalty 1972.989762 = -35159.319368
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 65 (1544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116034.720000 sec): 2 clusters
  Score: Raw -128525.784877 + Penalty 1193.096406 = -127332.688471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116034.880000 sec): 3 clusters
  Score: Raw -127930.553356 + Penalty 2386.192812 = -125544.360544
  nChanged 503
		SP:Iteration 1F (116035.030000 sec): 3 clusters
  Score: Raw -128317.939362 + Penalty 2386.192812 = -125931.746550
  nChanged 137
		SP:Iteration 2F (116035.210000 sec): 3 clusters
  Score: Raw -128447.321594 + Penalty 2386.192812 = -126061.128782
  nChanged 89
		SP:Iteration 3F (116035.390000 sec): 3 clusters
  Score: Raw -128526.127712 + Penalty 2386.192812 = -126139.934899
  nChanged 67
		SP:Iteration 4Q (116035.560000 sec): 3 clusters
  Score: Raw -128582.642537 + Penalty 2386.192812 = -126196.449725
  nChanged 53
		SP:Iteration 5Q (116035.740000 sec): 3 clusters
  Score: Raw -128627.497970 + Penalty 2386.192812 = -126241.305157
  nChanged 39
		SP:Iteration 6Q (116035.920000 sec): 3 clusters
  Score: Raw -128662.712489 + Penalty 2386.192812 = -126276.519677
  nChanged 35
		SP:Iteration 7Q (116036.090000 sec): 3 clusters
  Score: Raw -128696.503239 + Penalty 2386.192812 = -126310.310426
  nChanged 27
		SP:Iteration 8Q (116036.270000 sec): 3 clusters
  Score: Raw -128719.249280 + Penalty 2386.192812 = -126333.056468
  nChanged 21
		SP:Iteration 9Q (116036.440000 sec): 3 clusters
  Score: Raw -128733.650835 + Penalty 2386.192812 = -126347.458022
  nChanged 15
		SP:Iteration 10Q (116036.620000 sec): 3 clusters
  Score: Raw -128746.424332 + Penalty 2386.192812 = -126360.231520
  nChanged 16
		SP:Iteration 11Q (116036.790000 sec): 3 clusters
  Score: Raw -128759.670346 + Penalty 2386.192812 = -126373.477533
  nChanged 12
		SP:Iteration 12Q (116036.960000 sec): 3 clusters
  Score: Raw -128769.430034 + Penalty 2386.192812 = -126383.237222
  nChanged 11
		SP:Iteration 13Q (116037.130000 sec): 3 clusters
  Score: Raw -128777.025525 + Penalty 2386.192812 = -126390.832712
  nChanged 12
		SP:Iteration 14Q (116037.300000 sec): 3 clusters
  Score: Raw -128787.244180 + Penalty 2386.192812 = -126401.051367
  nChanged 13
		SP:Iteration 15Q (116037.480000 sec): 3 clusters
  Score: Raw -128797.576016 + Penalty 2386.192812 = -126411.383203
  nChanged 8
		SP:Iteration 16Q (116037.660000 sec): 3 clusters
  Score: Raw -128802.694092 + Penalty 2386.192812 = -126416.501280
  nChanged 7
		SP:Iteration 17Q (116037.830000 sec): 3 clusters
  Score: Raw -128807.643983 + Penalty 2386.192812 = -126421.451171
  nChanged 6
		SP:Iteration 18Q (116038.010000 sec): 3 clusters
  Score: Raw -128810.391085 + Penalty 2386.192812 = -126424.198273
  nChanged 4
		SP:Iteration 19Q (116038.190000 sec): 3 clusters
  Score: Raw -128812.608794 + Penalty 2386.192812 = -126426.415981
  nChanged 0
		SP:Iteration 20F (116038.360000 sec): 3 clusters
  Score: Raw -128812.608794 + Penalty 2386.192812 = -126426.415981
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 66 (450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116038.490000 sec): 2 clusters
  Score: Raw -36746.869961 + Penalty 992.752732 = -35754.117229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116038.610000 sec): 3 clusters
  Score: Raw -36724.161417 + Penalty 1985.505464 = -34738.655952
  nChanged 85
		SP:Iteration 1F (116038.770000 sec): 3 clusters
  Score: Raw -36847.390189 + Penalty 1985.505464 = -34861.884725
  nChanged 23
		SP:Iteration 2F (116038.940000 sec): 3 clusters
  Score: Raw -36880.315659 + Penalty 1985.505464 = -34894.810195
  nChanged 11
		SP:Iteration 3Q (116039.120000 sec): 3 clusters
  Score: Raw -36898.021837 + Penalty 1985.505464 = -34912.516373
  nChanged 12
		SP:Iteration 4Q (116039.290000 sec): 3 clusters
  Score: Raw -36922.344986 + Penalty 1985.505464 = -34936.839521
  nChanged 4
		SP:Iteration 5Q (116039.460000 sec): 3 clusters
  Score: Raw -36929.615495 + Penalty 1985.505464 = -34944.110030
  nChanged 3
		SP:Iteration 6Q (116039.640000 sec): 3 clusters
  Score: Raw -36935.466136 + Penalty 1985.505464 = -34949.960672
  nChanged 1
		SP:Iteration 7Q (116039.810000 sec): 3 clusters
  Score: Raw -36936.873528 + Penalty 1985.505464 = -34951.368063
  nChanged 1
		SP:Iteration 8Q (116039.980000 sec): 3 clusters
  Score: Raw -36938.734746 + Penalty 1985.505464 = -34953.229281
  nChanged 1
		SP:Iteration 9Q (116040.150000 sec): 3 clusters
  Score: Raw -36939.440230 + Penalty 1985.505464 = -34953.934766
  nChanged 1
		SP:Iteration 10Q (116040.330000 sec): 3 clusters
  Score: Raw -36940.071483 + Penalty 1985.505464 = -34954.566018
  nChanged 1
		SP:Iteration 11Q (116040.500000 sec): 3 clusters
  Score: Raw -36940.789254 + Penalty 1985.505464 = -34955.283790
  nChanged 1
		SP:Iteration 12Q (116040.670000 sec): 3 clusters
  Score: Raw -36941.543226 + Penalty 1985.505464 = -34956.037761
  nChanged 0
		SP:Iteration 13F (116040.850000 sec): 3 clusters
  Score: Raw -36941.543226 + Penalty 1985.505464 = -34956.037761
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 67 (2749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116040.950000 sec): 2 clusters
  Score: Raw -225208.804643 + Penalty 1286.836279 = -223921.968364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116041.130000 sec): 3 clusters
  Score: Raw -223923.300569 + Penalty 2573.672559 = -221349.628010
  nChanged 1031
		SP:Iteration 1F (116041.300000 sec): 3 clusters
  Score: Raw -224561.356424 + Penalty 2573.672559 = -221987.683865
  nChanged 224
		SP:Iteration 2F (116041.470000 sec): 3 clusters
  Score: Raw -224723.205608 + Penalty 2573.672559 = -222149.533050
  nChanged 146
		SP:Iteration 3F (116041.650000 sec): 3 clusters
  Score: Raw -224822.081145 + Penalty 2573.672559 = -222248.408586
  nChanged 106
		SP:Iteration 4Q (116041.820000 sec): 3 clusters
  Score: Raw -224885.300039 + Penalty 2573.672559 = -222311.627480
  nChanged 91
		SP:Iteration 5Q (116041.990000 sec): 3 clusters
  Score: Raw -224949.210264 + Penalty 2573.672559 = -222375.537705
  nChanged 83
		SP:Iteration 6Q (116042.170000 sec): 3 clusters
  Score: Raw -225014.315890 + Penalty 2573.672559 = -222440.643331
  nChanged 87
		SP:Iteration 7Q (116042.340000 sec): 3 clusters
  Score: Raw -225093.821048 + Penalty 2573.672559 = -222520.148489
  nChanged 82
		SP:Iteration 8Q (116042.510000 sec): 3 clusters
  Score: Raw -225177.638062 + Penalty 2573.672559 = -222603.965503
  nChanged 91
		SP:Iteration 9Q (116042.670000 sec): 3 clusters
  Score: Raw -225263.112348 + Penalty 2573.672559 = -222689.439789
  nChanged 99
		SP:Iteration 10Q (116042.830000 sec): 3 clusters
  Score: Raw -225347.949331 + Penalty 2573.672559 = -222774.276773
  nChanged 94
		SP:Iteration 11Q (116042.990000 sec): 3 clusters
  Score: Raw -225429.822828 + Penalty 2573.672559 = -222856.150269
  nChanged 80
		SP:Iteration 12Q (116043.150000 sec): 3 clusters
  Score: Raw -225498.586284 + Penalty 2573.672559 = -222924.913725
  nChanged 75
		SP:Iteration 13Q (116043.320000 sec): 3 clusters
  Score: Raw -225560.740851 + Penalty 2573.672559 = -222987.068292
  nChanged 60
		SP:Iteration 14Q (116043.490000 sec): 3 clusters
  Score: Raw -225608.007491 + Penalty 2573.672559 = -223034.334933
  nChanged 59
		SP:Iteration 15Q (116043.670000 sec): 3 clusters
  Score: Raw -225657.490841 + Penalty 2573.672559 = -223083.818282
  nChanged 38
		SP:Iteration 16Q (116043.840000 sec): 3 clusters
  Score: Raw -225683.093847 + Penalty 2573.672559 = -223109.421288
  nChanged 26
		SP:Iteration 17Q (116044.020000 sec): 3 clusters
  Score: Raw -225693.292237 + Penalty 2573.672559 = -223119.619679
  nChanged 20
		SP:Iteration 18Q (116044.190000 sec): 3 clusters
  Score: Raw -225704.816864 + Penalty 2573.672559 = -223131.144306
  nChanged 19
		SP:Iteration 19Q (116044.370000 sec): 3 clusters
  Score: Raw -225716.949270 + Penalty 2573.672559 = -223143.276711
  nChanged 22
		SP:Iteration 20F (116044.540000 sec): 3 clusters
  Score: Raw -225732.930773 + Penalty 2573.672559 = -223159.258214
  nChanged 18
		SP:Iteration 21Q (116044.710000 sec): 3 clusters
  Score: Raw -225742.212749 + Penalty 2573.672559 = -223168.540190
  nChanged 18
		SP:Iteration 22Q (116044.890000 sec): 3 clusters
  Score: Raw -225752.080158 + Penalty 2573.672559 = -223178.407599
  nChanged 14
		SP:Iteration 23Q (116045.060000 sec): 3 clusters
  Score: Raw -225758.479253 + Penalty 2573.672559 = -223184.806694
  nChanged 8
		SP:Iteration 24Q (116045.240000 sec): 3 clusters
  Score: Raw -225762.007114 + Penalty 2573.672559 = -223188.334555
  nChanged 14
		SP:Iteration 25Q (116045.410000 sec): 3 clusters
  Score: Raw -225767.708794 + Penalty 2573.672559 = -223194.036235
  nChanged 11
		SP:Iteration 26Q (116045.580000 sec): 3 clusters
  Score: Raw -225773.198617 + Penalty 2573.672559 = -223199.526059
  nChanged 8
		SP:Iteration 27Q (116045.760000 sec): 3 clusters
  Score: Raw -225777.418611 + Penalty 2573.672559 = -223203.746052
  nChanged 4
		SP:Iteration 28Q (116045.930000 sec): 3 clusters
  Score: Raw -225779.992598 + Penalty 2573.672559 = -223206.320040
  nChanged 4
		SP:Iteration 29Q (116046.100000 sec): 3 clusters
  Score: Raw -225781.977467 + Penalty 2573.672559 = -223208.304909
  nChanged 4
		SP:Iteration 30Q (116046.280000 sec): 3 clusters
  Score: Raw -225782.843175 + Penalty 2573.672559 = -223209.170617
  nChanged 1
		SP:Iteration 31Q (116046.450000 sec): 3 clusters
  Score: Raw -225783.009986 + Penalty 2573.672559 = -223209.337427
  nChanged 0
		SP:Iteration 32F (116046.620000 sec): 3 clusters
  Score: Raw -225783.009986 + Penalty 2573.672559 = -223209.337427
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 68 (7361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116046.730000 sec): 2 clusters
  Score: Raw -608980.497014 + Penalty 1446.892049 = -607533.604964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116046.940000 sec): 3 clusters
  Score: Raw -605080.716551 + Penalty 2893.784098 = -602186.932452
  nChanged 3077
		SP:Iteration 1F (116047.140000 sec): 3 clusters
  Score: Raw -606991.800950 + Penalty 2893.784098 = -604098.016852
  nChanged 630
		SP:Iteration 2F (116047.340000 sec): 3 clusters
  Score: Raw -607601.326111 + Penalty 2893.784098 = -604707.542013
  nChanged 537
		SP:Iteration 3F (116047.530000 sec): 3 clusters
  Score: Raw -608039.049355 + Penalty 2893.784098 = -605145.265257
  nChanged 469
		SP:Iteration 4F (116047.730000 sec): 3 clusters
  Score: Raw -608360.844036 + Penalty 2893.784098 = -605467.059937
  nChanged 389
		SP:Iteration 5F (116047.930000 sec): 3 clusters
  Score: Raw -608618.885227 + Penalty 2893.784098 = -605725.101128
  nChanged 331
		SP:Iteration 6Q (116048.120000 sec): 3 clusters
  Score: Raw -608822.259627 + Penalty 2893.784098 = -605928.475529
  nChanged 263
		SP:Iteration 7Q (116048.320000 sec): 3 clusters
  Score: Raw -608974.907792 + Penalty 2893.784098 = -606081.123693
  nChanged 218
		SP:Iteration 8Q (116048.530000 sec): 3 clusters
  Score: Raw -609090.329062 + Penalty 2893.784098 = -606196.544964
  nChanged 186
		SP:Iteration 9Q (116048.710000 sec): 3 clusters
  Score: Raw -609194.713854 + Penalty 2893.784098 = -606300.929755
  nChanged 160
		SP:Iteration 10Q (116048.910000 sec): 3 clusters
  Score: Raw -609281.638802 + Penalty 2893.784098 = -606387.854704
  nChanged 150
		SP:Iteration 11Q (116049.110000 sec): 3 clusters
  Score: Raw -609369.850980 + Penalty 2893.784098 = -606476.066882
  nChanged 147
		SP:Iteration 12Q (116049.310000 sec): 3 clusters
  Score: Raw -609465.041074 + Penalty 2893.784098 = -606571.256975
  nChanged 117
		SP:Iteration 13Q (116049.500000 sec): 3 clusters
  Score: Raw -609529.480540 + Penalty 2893.784098 = -606635.696442
  nChanged 91
		SP:Iteration 14Q (116049.700000 sec): 3 clusters
  Score: Raw -609581.961048 + Penalty 2893.784098 = -606688.176950
  nChanged 87
		SP:Iteration 15Q (116049.900000 sec): 3 clusters
  Score: Raw -609639.469497 + Penalty 2893.784098 = -606745.685398
  nChanged 83
		SP:Iteration 16Q (116050.090000 sec): 3 clusters
  Score: Raw -609689.473286 + Penalty 2893.784098 = -606795.689188
  nChanged 79
		SP:Iteration 17Q (116050.290000 sec): 3 clusters
  Score: Raw -609742.499773 + Penalty 2893.784098 = -606848.715675
  nChanged 65
		SP:Iteration 18Q (116050.490000 sec): 3 clusters
  Score: Raw -609775.997468 + Penalty 2893.784098 = -606882.213370
  nChanged 44
		SP:Iteration 19Q (116050.690000 sec): 3 clusters
  Score: Raw -609798.487181 + Penalty 2893.784098 = -606904.703083
  nChanged 38
		SP:Iteration 20F (116050.880000 sec): 3 clusters
  Score: Raw -609817.206403 + Penalty 2893.784098 = -606923.422304
  nChanged 46
		SP:Iteration 21Q (116051.080000 sec): 3 clusters
  Score: Raw -609842.234288 + Penalty 2893.784098 = -606948.450190
  nChanged 47
		SP:Iteration 22Q (116051.280000 sec): 3 clusters
  Score: Raw -609866.930255 + Penalty 2893.784098 = -606973.146156
  nChanged 42
		SP:Iteration 23Q (116051.480000 sec): 3 clusters
  Score: Raw -609889.902626 + Penalty 2893.784098 = -606996.118527
  nChanged 37
		SP:Iteration 24Q (116051.680000 sec): 3 clusters
  Score: Raw -609913.118998 + Penalty 2893.784098 = -607019.334899
  nChanged 27
		SP:Iteration 25Q (116051.870000 sec): 3 clusters
  Score: Raw -609935.071559 + Penalty 2893.784098 = -607041.287461
  nChanged 39
		SP:Iteration 26Q (116052.070000 sec): 3 clusters
  Score: Raw -609958.296984 + Penalty 2893.784098 = -607064.512885
  nChanged 24
		SP:Iteration 27Q (116052.260000 sec): 3 clusters
  Score: Raw -609974.139929 + Penalty 2893.784098 = -607080.355831
  nChanged 23
		SP:Iteration 28Q (116052.460000 sec): 3 clusters
  Score: Raw -609990.591357 + Penalty 2893.784098 = -607096.807259
  nChanged 19
		SP:Iteration 29Q (116052.660000 sec): 3 clusters
  Score: Raw -610003.337482 + Penalty 2893.784098 = -607109.553384
  nChanged 17
		SP:Iteration 30Q (116052.860000 sec): 3 clusters
  Score: Raw -610015.918602 + Penalty 2893.784098 = -607122.134504
  nChanged 17
		SP:Iteration 31Q (116053.060000 sec): 3 clusters
  Score: Raw -610024.295266 + Penalty 2893.784098 = -607130.511168
  nChanged 11
		SP:Iteration 32Q (116053.250000 sec): 3 clusters
  Score: Raw -610029.494390 + Penalty 2893.784098 = -607135.710291
  nChanged 7
		SP:Iteration 33Q (116053.440000 sec): 3 clusters
  Score: Raw -610033.266979 + Penalty 2893.784098 = -607139.482880
  nChanged 8
		SP:Iteration 34Q (116053.660000 sec): 3 clusters
  Score: Raw -610036.242131 + Penalty 2893.784098 = -607142.458033
  nChanged 2
		SP:Iteration 35Q (116053.840000 sec): 3 clusters
  Score: Raw -610037.227669 + Penalty 2893.784098 = -607143.443571
  nChanged 3
		SP:Iteration 36Q (116054.020000 sec): 3 clusters
  Score: Raw -610038.661694 + Penalty 2893.784098 = -607144.877595
  nChanged 1
		SP:Iteration 37Q (116054.210000 sec): 3 clusters
  Score: Raw -610038.976449 + Penalty 2893.784098 = -607145.192350
  nChanged 0
		SP:Iteration 38F (116054.390000 sec): 3 clusters
  Score: Raw -610038.976449 + Penalty 2893.784098 = -607145.192350
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 69 (2988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116054.490000 sec): 2 clusters
  Score: Raw -233030.683981 + Penalty 1300.383426 = -231730.300554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116054.660000 sec): 3 clusters
  Score: Raw -231588.613999 + Penalty 2600.766853 = -228987.847146
  nChanged 1155
		SP:Iteration 1F (116054.840000 sec): 3 clusters
  Score: Raw -232303.978079 + Penalty 2600.766853 = -229703.211226
  nChanged 260
		SP:Iteration 2F (116055.020000 sec): 3 clusters
  Score: Raw -232492.803341 + Penalty 2600.766853 = -229892.036489
  nChanged 185
		SP:Iteration 3F (116055.190000 sec): 3 clusters
  Score: Raw -232634.280676 + Penalty 2600.766853 = -230033.513823
  nChanged 153
		SP:Iteration 4F (116055.360000 sec): 3 clusters
  Score: Raw -232738.335298 + Penalty 2600.766853 = -230137.568446
  nChanged 112
		SP:Iteration 5Q (116055.540000 sec): 3 clusters
  Score: Raw -232801.796452 + Penalty 2600.766853 = -230201.029599
  nChanged 78
		SP:Iteration 6Q (116055.720000 sec): 3 clusters
  Score: Raw -232853.140175 + Penalty 2600.766853 = -230252.373322
  nChanged 70
		SP:Iteration 7Q (116055.890000 sec): 3 clusters
  Score: Raw -232897.204339 + Penalty 2600.766853 = -230296.437486
  nChanged 69
		SP:Iteration 8Q (116056.070000 sec): 3 clusters
  Score: Raw -232945.162329 + Penalty 2600.766853 = -230344.395476
  nChanged 78
		SP:Iteration 9Q (116056.240000 sec): 3 clusters
  Score: Raw -233002.074671 + Penalty 2600.766853 = -230401.307819
  nChanged 69
		SP:Iteration 10Q (116056.420000 sec): 3 clusters
  Score: Raw -233059.378798 + Penalty 2600.766853 = -230458.611946
  nChanged 71
		SP:Iteration 11Q (116056.600000 sec): 3 clusters
  Score: Raw -233125.685458 + Penalty 2600.766853 = -230524.918605
  nChanged 73
		SP:Iteration 12Q (116056.770000 sec): 3 clusters
  Score: Raw -233185.032349 + Penalty 2600.766853 = -230584.265496
  nChanged 76
		SP:Iteration 13Q (116056.950000 sec): 3 clusters
  Score: Raw -233244.305610 + Penalty 2600.766853 = -230643.538757
  nChanged 66
		SP:Iteration 14Q (116057.120000 sec): 3 clusters
  Score: Raw -233292.504401 + Penalty 2600.766853 = -230691.737549
  nChanged 71
		SP:Iteration 15Q (116057.300000 sec): 3 clusters
  Score: Raw -233333.710301 + Penalty 2600.766853 = -230732.943449
  nChanged 52
		SP:Iteration 16Q (116057.480000 sec): 3 clusters
  Score: Raw -233360.517614 + Penalty 2600.766853 = -230759.750761
  nChanged 37
		SP:Iteration 17Q (116057.650000 sec): 3 clusters
  Score: Raw -233378.271859 + Penalty 2600.766853 = -230777.505006
  nChanged 29
		SP:Iteration 18Q (116057.830000 sec): 3 clusters
  Score: Raw -233393.784924 + Penalty 2600.766853 = -230793.018072
  nChanged 21
		SP:Iteration 19Q (116058.000000 sec): 3 clusters
  Score: Raw -233405.770557 + Penalty 2600.766853 = -230805.003705
  nChanged 16
		SP:Iteration 20F (116058.180000 sec): 3 clusters
  Score: Raw -233411.361494 + Penalty 2600.766853 = -230810.594641
  nChanged 10
		SP:Iteration 21Q (116058.360000 sec): 3 clusters
  Score: Raw -233415.276727 + Penalty 2600.766853 = -230814.509875
  nChanged 12
		SP:Iteration 22Q (116058.530000 sec): 3 clusters
  Score: Raw -233419.203848 + Penalty 2600.766853 = -230818.436996
  nChanged 7
		SP:Iteration 23Q (116058.700000 sec): 3 clusters
  Score: Raw -233421.205030 + Penalty 2600.766853 = -230820.438177
  nChanged 6
		SP:Iteration 24Q (116058.880000 sec): 3 clusters
  Score: Raw -233422.282449 + Penalty 2600.766853 = -230821.515596
  nChanged 5
		SP:Iteration 25Q (116059.050000 sec): 3 clusters
  Score: Raw -233423.697784 + Penalty 2600.766853 = -230822.930932
  nChanged 8
		SP:Iteration 26Q (116059.230000 sec): 3 clusters
  Score: Raw -233426.841747 + Penalty 2600.766853 = -230826.074895
  nChanged 8
		SP:Iteration 27Q (116059.400000 sec): 3 clusters
  Score: Raw -233429.425877 + Penalty 2600.766853 = -230828.659025
  nChanged 5
		SP:Iteration 28Q (116059.580000 sec): 3 clusters
  Score: Raw -233431.590380 + Penalty 2600.766853 = -230830.823528
  nChanged 3
		SP:Iteration 29Q (116059.760000 sec): 3 clusters
  Score: Raw -233431.961447 + Penalty 2600.766853 = -230831.194595
  nChanged 3
		SP:Iteration 30Q (116059.930000 sec): 3 clusters
  Score: Raw -233432.911620 + Penalty 2600.766853 = -230832.144767
  nChanged 1
		SP:Iteration 31Q (116060.110000 sec): 3 clusters
  Score: Raw -233433.039817 + Penalty 2600.766853 = -230832.272964
  nChanged 1
		SP:Iteration 32Q (116060.280000 sec): 3 clusters
  Score: Raw -233433.494954 + Penalty 2600.766853 = -230832.728101
  nChanged 0
		SP:Iteration 33F (116060.460000 sec): 3 clusters
  Score: Raw -233433.494954 + Penalty 2600.766853 = -230832.728101
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 70 (7896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116060.580000 sec): 2 clusters
  Score: Raw -637224.417376 + Penalty 1458.293132 = -635766.124244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116060.780000 sec): 3 clusters
  Score: Raw -632889.202730 + Penalty 2916.586264 = -629972.616467
  nChanged 3324
		SP:Iteration 1F (116060.950000 sec): 3 clusters
  Score: Raw -634705.424610 + Penalty 2916.586264 = -631788.838346
  nChanged 551
		SP:Iteration 2F (116061.130000 sec): 3 clusters
  Score: Raw -634981.209005 + Penalty 2916.586264 = -632064.622741
  nChanged 438
		SP:Iteration 3F (116061.320000 sec): 3 clusters
  Score: Raw -635194.678463 + Penalty 2916.586264 = -632278.092199
  nChanged 374
		SP:Iteration 4Q (116061.510000 sec): 3 clusters
  Score: Raw -635371.213619 + Penalty 2916.586264 = -632454.627355
  nChanged 337
		SP:Iteration 5Q (116061.710000 sec): 3 clusters
  Score: Raw -635526.981676 + Penalty 2916.586264 = -632610.395412
  nChanged 298
		SP:Iteration 6Q (116061.910000 sec): 3 clusters
  Score: Raw -635673.663022 + Penalty 2916.586264 = -632757.076758
  nChanged 320
		SP:Iteration 7Q (116062.180000 sec): 3 clusters
  Score: Raw -635859.647871 + Penalty 2916.586264 = -632943.061607
  nChanged 337
		SP:Iteration 8Q (116062.330000 sec): 3 clusters
  Score: Raw -636054.716590 + Penalty 2916.586264 = -633138.130326
  nChanged 327
		SP:Iteration 9Q (116062.520000 sec): 3 clusters
  Score: Raw -636239.897285 + Penalty 2916.586264 = -633323.311021
  nChanged 288
		SP:Iteration 10Q (116062.690000 sec): 3 clusters
  Score: Raw -636412.110848 + Penalty 2916.586264 = -633495.524584
  nChanged 271
		SP:Iteration 11Q (116062.860000 sec): 3 clusters
  Score: Raw -636591.434991 + Penalty 2916.586264 = -633674.848727
  nChanged 243
		SP:Iteration 12Q (116063.040000 sec): 3 clusters
  Score: Raw -636757.246990 + Penalty 2916.586264 = -633840.660727
  nChanged 198
		SP:Iteration 13Q (116063.220000 sec): 3 clusters
  Score: Raw -636902.252323 + Penalty 2916.586264 = -633985.666059
  nChanged 170
		SP:Iteration 14Q (116063.400000 sec): 3 clusters
  Score: Raw -637015.897968 + Penalty 2916.586264 = -634099.311704
  nChanged 129
		SP:Iteration 15Q (116063.580000 sec): 3 clusters
  Score: Raw -637100.858093 + Penalty 2916.586264 = -634184.271829
  nChanged 104
		SP:Iteration 16Q (116063.780000 sec): 3 clusters
  Score: Raw -637168.423412 + Penalty 2916.586264 = -634251.837149
  nChanged 90
		SP:Iteration 17Q (116063.980000 sec): 3 clusters
  Score: Raw -637234.920307 + Penalty 2916.586264 = -634318.334043
  nChanged 66
		SP:Iteration 18Q (116064.160000 sec): 3 clusters
  Score: Raw -637284.795989 + Penalty 2916.586264 = -634368.209725
  nChanged 44
		SP:Iteration 19Q (116064.370000 sec): 3 clusters
  Score: Raw -637314.978132 + Penalty 2916.586264 = -634398.391868
  nChanged 39
		SP:Iteration 20F (116064.570000 sec): 3 clusters
  Score: Raw -637343.062402 + Penalty 2916.586264 = -634426.476138
  nChanged 30
		SP:Iteration 21Q (116064.770000 sec): 3 clusters
  Score: Raw -637361.837737 + Penalty 2916.586264 = -634445.251473
  nChanged 19
		SP:Iteration 22Q (116064.960000 sec): 3 clusters
  Score: Raw -637378.494737 + Penalty 2916.586264 = -634461.908473
  nChanged 23
		SP:Iteration 23Q (116065.160000 sec): 3 clusters
  Score: Raw -637397.542028 + Penalty 2916.586264 = -634480.955764
  nChanged 16
		SP:Iteration 24Q (116065.340000 sec): 3 clusters
  Score: Raw -637411.586473 + Penalty 2916.586264 = -634495.000209
  nChanged 11
		SP:Iteration 25Q (116065.520000 sec): 3 clusters
  Score: Raw -637417.838804 + Penalty 2916.586264 = -634501.252540
  nChanged 7
		SP:Iteration 26Q (116065.710000 sec): 3 clusters
  Score: Raw -637422.964512 + Penalty 2916.586264 = -634506.378248
  nChanged 9
		SP:Iteration 27Q (116065.890000 sec): 3 clusters
  Score: Raw -637431.189672 + Penalty 2916.586264 = -634514.603408
  nChanged 10
		SP:Iteration 28Q (116066.070000 sec): 3 clusters
  Score: Raw -637439.631265 + Penalty 2916.586264 = -634523.045001
  nChanged 6
		SP:Iteration 29Q (116066.260000 sec): 3 clusters
  Score: Raw -637443.207717 + Penalty 2916.586264 = -634526.621453
  nChanged 2
		SP:Iteration 30Q (116066.440000 sec): 3 clusters
  Score: Raw -637444.382001 + Penalty 2916.586264 = -634527.795737
  nChanged 1
		SP:Iteration 31Q (116066.620000 sec): 3 clusters
  Score: Raw -637444.872909 + Penalty 2916.586264 = -634528.286645
  nChanged 1
		SP:Iteration 32Q (116066.820000 sec): 3 clusters
  Score: Raw -637445.148469 + Penalty 2916.586264 = -634528.562206
  nChanged 3
		SP:Iteration 33Q (116067.020000 sec): 3 clusters
  Score: Raw -637447.879400 + Penalty 2916.586264 = -634531.293136
  nChanged 3
		SP:Iteration 34Q (116067.200000 sec): 3 clusters
  Score: Raw -637451.451343 + Penalty 2916.586264 = -634534.865079
  nChanged 6
		SP:Iteration 35Q (116067.400000 sec): 3 clusters
  Score: Raw -637456.704976 + Penalty 2916.586264 = -634540.118713
  nChanged 2
		SP:Iteration 36Q (116067.600000 sec): 3 clusters
  Score: Raw -637457.707489 + Penalty 2916.586264 = -634541.121225
  nChanged 1
		SP:Iteration 37Q (116067.790000 sec): 3 clusters
  Score: Raw -637458.144233 + Penalty 2916.586264 = -634541.557969
  nChanged 1
		SP:Iteration 38Q (116067.980000 sec): 3 clusters
  Score: Raw -637458.526448 + Penalty 2916.586264 = -634541.940184
  nChanged 1
		SP:Iteration 39Q (116068.180000 sec): 3 clusters
  Score: Raw -637459.394980 + Penalty 2916.586264 = -634542.808716
  nChanged 0
		SP:Iteration 40F (116068.380000 sec): 3 clusters
  Score: Raw -637459.394980 + Penalty 2916.586264 = -634542.808716
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 71 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116068.440000 sec): 2 clusters
  Score: Raw -22520.273555 + Penalty 896.586096 = -21623.687460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116068.620000 sec): 3 clusters
  Score: Raw -22581.093936 + Penalty 1793.172191 = -20787.921744
  nChanged 27
		SP:Iteration 1F (116068.790000 sec): 3 clusters
  Score: Raw -22651.432853 + Penalty 1793.172191 = -20858.260661
  nChanged 2
		SP:Iteration 2Q (116068.960000 sec): 3 clusters
  Score: Raw -22658.314520 + Penalty 1793.172191 = -20865.142329
  nChanged 2
		SP:Iteration 3Q (116069.140000 sec): 3 clusters
  Score: Raw -22663.049064 + Penalty 1793.172191 = -20869.876873
  nChanged 0
		SP:Iteration 4F (116069.310000 sec): 3 clusters
  Score: Raw -22663.049064 + Penalty 1793.172191 = -20869.876873
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 72 (2838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116069.410000 sec): 2 clusters
  Score: Raw -230433.321486 + Penalty 1292.013914 = -229141.307572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116069.570000 sec): 3 clusters
  Score: Raw -229137.127025 + Penalty 2584.027829 = -226553.099196
  nChanged 1109
		SP:Iteration 1F (116069.730000 sec): 3 clusters
  Score: Raw -229780.533779 + Penalty 2584.027829 = -227196.505950
  nChanged 214
		SP:Iteration 2F (116069.890000 sec): 3 clusters
  Score: Raw -229914.051061 + Penalty 2584.027829 = -227330.023232
  nChanged 141
		SP:Iteration 3Q (116070.060000 sec): 3 clusters
  Score: Raw -230009.266510 + Penalty 2584.027829 = -227425.238681
  nChanged 131
		SP:Iteration 4Q (116070.220000 sec): 3 clusters
  Score: Raw -230094.956061 + Penalty 2584.027829 = -227510.928232
  nChanged 121
		SP:Iteration 5Q (116070.400000 sec): 3 clusters
  Score: Raw -230219.206609 + Penalty 2584.027829 = -227635.178780
  nChanged 120
		SP:Iteration 6Q (116070.580000 sec): 3 clusters
  Score: Raw -230364.419106 + Penalty 2584.027829 = -227780.391277
  nChanged 154
		SP:Iteration 7F (116070.750000 sec): 3 clusters
  Score: Raw -230543.918810 + Penalty 2584.027829 = -227959.890982
  nChanged 169
		SP:Iteration 8F (116070.930000 sec): 3 clusters
  Score: Raw -230742.857724 + Penalty 2584.027829 = -228158.829895
  nChanged 173
		SP:Iteration 9F (116071.060000 sec): 3 clusters
  Score: Raw -230919.776048 + Penalty 2584.027829 = -228335.748219
  nChanged 134
		SP:Iteration 10Q (116071.240000 sec): 3 clusters
  Score: Raw -231015.347226 + Penalty 2584.027829 = -228431.319398
  nChanged 98
		SP:Iteration 11Q (116071.410000 sec): 3 clusters
  Score: Raw -231087.507234 + Penalty 2584.027829 = -228503.479405
  nChanged 75
		SP:Iteration 12Q (116071.590000 sec): 3 clusters
  Score: Raw -231130.589970 + Penalty 2584.027829 = -228546.562141
  nChanged 51
		SP:Iteration 13Q (116071.760000 sec): 3 clusters
  Score: Raw -231159.078177 + Penalty 2584.027829 = -228575.050348
  nChanged 44
		SP:Iteration 14Q (116071.940000 sec): 3 clusters
  Score: Raw -231180.407454 + Penalty 2584.027829 = -228596.379626
  nChanged 31
		SP:Iteration 15Q (116072.110000 sec): 3 clusters
  Score: Raw -231193.996202 + Penalty 2584.027829 = -228609.968373
  nChanged 22
		SP:Iteration 16Q (116072.290000 sec): 3 clusters
  Score: Raw -231204.153578 + Penalty 2584.027829 = -228620.125750
  nChanged 17
		SP:Iteration 17Q (116072.460000 sec): 3 clusters
  Score: Raw -231213.383373 + Penalty 2584.027829 = -228629.355544
  nChanged 14
		SP:Iteration 18Q (116072.640000 sec): 3 clusters
  Score: Raw -231219.615476 + Penalty 2584.027829 = -228635.587647
  nChanged 8
		SP:Iteration 19Q (116072.820000 sec): 3 clusters
  Score: Raw -231222.697610 + Penalty 2584.027829 = -228638.669782
  nChanged 10
		SP:Iteration 20F (116072.990000 sec): 3 clusters
  Score: Raw -231227.612481 + Penalty 2584.027829 = -228643.584652
  nChanged 7
		SP:Iteration 21Q (116073.170000 sec): 3 clusters
  Score: Raw -231231.342114 + Penalty 2584.027829 = -228647.314285
  nChanged 6
		SP:Iteration 22Q (116073.340000 sec): 3 clusters
  Score: Raw -231233.329736 + Penalty 2584.027829 = -228649.301908
  nChanged 5
		SP:Iteration 23Q (116073.520000 sec): 3 clusters
  Score: Raw -231236.162002 + Penalty 2584.027829 = -228652.134173
  nChanged 5
		SP:Iteration 24Q (116073.700000 sec): 3 clusters
  Score: Raw -231238.318170 + Penalty 2584.027829 = -228654.290341
  nChanged 4
		SP:Iteration 25Q (116073.870000 sec): 3 clusters
  Score: Raw -231240.410942 + Penalty 2584.027829 = -228656.383114
  nChanged 3
		SP:Iteration 26Q (116074.040000 sec): 3 clusters
  Score: Raw -231241.597270 + Penalty 2584.027829 = -228657.569441
  nChanged 3
		SP:Iteration 27Q (116074.200000 sec): 3 clusters
  Score: Raw -231242.987031 + Penalty 2584.027829 = -228658.959202
  nChanged 1
		SP:Iteration 28Q (116074.360000 sec): 3 clusters
  Score: Raw -231243.359852 + Penalty 2584.027829 = -228659.332023
  nChanged 1
		SP:Iteration 29Q (116074.520000 sec): 3 clusters
  Score: Raw -231243.829307 + Penalty 2584.027829 = -228659.801479
  nChanged 1
		SP:Iteration 30Q (116074.690000 sec): 3 clusters
  Score: Raw -231244.213943 + Penalty 2584.027829 = -228660.186114
  nChanged 3
		SP:Iteration 31Q (116074.860000 sec): 3 clusters
  Score: Raw -231245.150080 + Penalty 2584.027829 = -228661.122252
  nChanged 1
		SP:Iteration 32Q (116075.040000 sec): 3 clusters
  Score: Raw -231245.283054 + Penalty 2584.027829 = -228661.255225
  nChanged 0
		SP:Iteration 33F (116075.200000 sec): 3 clusters
  Score: Raw -231245.283054 + Penalty 2584.027829 = -228661.255225
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 73 (8020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116075.340000 sec): 2 clusters
  Score: Raw -671599.737892 + Penalty 1460.825226 = -670138.912666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116075.540000 sec): 3 clusters
  Score: Raw -667157.927546 + Penalty 2921.650453 = -664236.277093
  nChanged 3446
		SP:Iteration 1F (116075.740000 sec): 3 clusters
  Score: Raw -669222.229951 + Penalty 2921.650453 = -666300.579498
  nChanged 635
		SP:Iteration 2F (116075.930000 sec): 3 clusters
  Score: Raw -669654.395971 + Penalty 2921.650453 = -666732.745518
  nChanged 563
		SP:Iteration 3F (116076.120000 sec): 3 clusters
  Score: Raw -670055.377503 + Penalty 2921.650453 = -667133.727051
  nChanged 506
		SP:Iteration 4F (116076.320000 sec): 3 clusters
  Score: Raw -670407.505095 + Penalty 2921.650453 = -667485.854643
  nChanged 465
		SP:Iteration 5F (116076.500000 sec): 3 clusters
  Score: Raw -670833.184214 + Penalty 2921.650453 = -667911.533761
  nChanged 482
		SP:Iteration 6F (116076.670000 sec): 3 clusters
  Score: Raw -671387.922725 + Penalty 2921.650453 = -668466.272272
  nChanged 423
		SP:Iteration 7F (116076.860000 sec): 3 clusters
  Score: Raw -671755.638761 + Penalty 2921.650453 = -668833.988308
  nChanged 326
		SP:Iteration 8Q (116077.040000 sec): 3 clusters
  Score: Raw -671959.726548 + Penalty 2921.650453 = -669038.076095
  nChanged 236
		SP:Iteration 9Q (116077.220000 sec): 3 clusters
  Score: Raw -672059.148715 + Penalty 2921.650453 = -669137.498262
  nChanged 166
		SP:Iteration 10Q (116077.410000 sec): 3 clusters
  Score: Raw -672117.167967 + Penalty 2921.650453 = -669195.517515
  nChanged 99
		SP:Iteration 11Q (116077.610000 sec): 3 clusters
  Score: Raw -672143.680154 + Penalty 2921.650453 = -669222.029701
  nChanged 62
		SP:Iteration 12Q (116077.800000 sec): 3 clusters
  Score: Raw -672159.693675 + Penalty 2921.650453 = -669238.043222
  nChanged 54
		SP:Iteration 13Q (116078.000000 sec): 3 clusters
  Score: Raw -672171.850303 + Penalty 2921.650453 = -669250.199851
  nChanged 48
		SP:Iteration 14Q (116078.190000 sec): 3 clusters
  Score: Raw -672180.372213 + Penalty 2921.650453 = -669258.721760
  nChanged 29
		SP:Iteration 15Q (116078.380000 sec): 3 clusters
  Score: Raw -672186.465616 + Penalty 2921.650453 = -669264.815163
  nChanged 30
		SP:Iteration 16Q (116078.570000 sec): 3 clusters
  Score: Raw -672192.945041 + Penalty 2921.650453 = -669271.294589
  nChanged 21
		SP:Iteration 17Q (116078.750000 sec): 3 clusters
  Score: Raw -672196.143836 + Penalty 2921.650453 = -669274.493384
  nChanged 19
		SP:Iteration 18Q (116078.920000 sec): 3 clusters
  Score: Raw -672198.867800 + Penalty 2921.650453 = -669277.217347
  nChanged 11
		SP:Iteration 19Q (116079.110000 sec): 3 clusters
  Score: Raw -672200.394783 + Penalty 2921.650453 = -669278.744330
  nChanged 7
		SP:Iteration 20F (116079.300000 sec): 3 clusters
  Score: Raw -672201.490629 + Penalty 2921.650453 = -669279.840176
  nChanged 13
		SP:Iteration 21Q (116079.480000 sec): 3 clusters
  Score: Raw -672203.028350 + Penalty 2921.650453 = -669281.377897
  nChanged 8
		SP:Iteration 22Q (116079.680000 sec): 3 clusters
  Score: Raw -672204.119136 + Penalty 2921.650453 = -669282.468684
  nChanged 9
		SP:Iteration 23Q (116079.900000 sec): 3 clusters
  Score: Raw -672205.179170 + Penalty 2921.650453 = -669283.528718
  nChanged 6
		SP:Iteration 24Q (116080.130000 sec): 3 clusters
  Score: Raw -672205.766545 + Penalty 2921.650453 = -669284.116092
  nChanged 2
		SP:Iteration 25Q (116080.310000 sec): 3 clusters
  Score: Raw -672205.952707 + Penalty 2921.650453 = -669284.302254
  nChanged 4
		SP:Iteration 26Q (116080.490000 sec): 3 clusters
  Score: Raw -672206.276441 + Penalty 2921.650453 = -669284.625989
  nChanged 3
		SP:Iteration 27Q (116080.700000 sec): 3 clusters
  Score: Raw -672206.631983 + Penalty 2921.650453 = -669284.981530
  nChanged 2
		SP:Iteration 28Q (116080.900000 sec): 3 clusters
  Score: Raw -672206.875899 + Penalty 2921.650453 = -669285.225446
  nChanged 2
		SP:Iteration 29Q (116081.080000 sec): 3 clusters
  Score: Raw -672207.081621 + Penalty 2921.650453 = -669285.431168
  nChanged 1
		SP:Iteration 30Q (116081.270000 sec): 3 clusters
  Score: Raw -672207.210008 + Penalty 2921.650453 = -669285.559555
  nChanged 1
		SP:Iteration 31Q (116081.470000 sec): 3 clusters
  Score: Raw -672207.290925 + Penalty 2921.650453 = -669285.640472
  nChanged 0
		SP:Iteration 32F (116081.670000 sec): 3 clusters
  Score: Raw -672207.290925 + Penalty 2921.650453 = -669285.640472
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 74 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116081.760000 sec): 2 clusters
  Score: Raw -37802.525888 + Penalty 998.778504 = -36803.747384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116081.930000 sec): 3 clusters
  Score: Raw -37735.772427 + Penalty 1997.557009 = -35738.215418
  nChanged 103
		SP:Iteration 1F (116082.110000 sec): 3 clusters
  Score: Raw -37899.827170 + Penalty 1997.557009 = -35902.270161
  nChanged 26
		SP:Iteration 2F (116082.280000 sec): 3 clusters
  Score: Raw -37958.227371 + Penalty 1997.557009 = -35960.670362
  nChanged 16
		SP:Iteration 3Q (116082.460000 sec): 3 clusters
  Score: Raw -37991.082933 + Penalty 1997.557009 = -35993.525925
  nChanged 9
		SP:Iteration 4Q (116082.640000 sec): 3 clusters
  Score: Raw -38008.007346 + Penalty 1997.557009 = -36010.450338
  nChanged 4
		SP:Iteration 5Q (116082.810000 sec): 3 clusters
  Score: Raw -38014.690382 + Penalty 1997.557009 = -36017.133373
  nChanged 4
		SP:Iteration 6Q (116082.990000 sec): 3 clusters
  Score: Raw -38019.278536 + Penalty 1997.557009 = -36021.721527
  nChanged 2
		SP:Iteration 7Q (116083.160000 sec): 3 clusters
  Score: Raw -38021.469378 + Penalty 1997.557009 = -36023.912369
  nChanged 2
		SP:Iteration 8Q (116083.340000 sec): 3 clusters
  Score: Raw -38023.535231 + Penalty 1997.557009 = -36025.978222
  nChanged 3
		SP:Iteration 9Q (116083.520000 sec): 3 clusters
  Score: Raw -38026.881353 + Penalty 1997.557009 = -36029.324344
  nChanged 2
		SP:Iteration 10Q (116083.690000 sec): 3 clusters
  Score: Raw -38031.807403 + Penalty 1997.557009 = -36034.250394
  nChanged 2
		SP:Iteration 11Q (116083.860000 sec): 3 clusters
  Score: Raw -38034.145478 + Penalty 1997.557009 = -36036.588469
  nChanged 4
		SP:Iteration 12Q (116084.040000 sec): 3 clusters
  Score: Raw -38039.137112 + Penalty 1997.557009 = -36041.580103
  nChanged 1
		SP:Iteration 13Q (116084.220000 sec): 3 clusters
  Score: Raw -38043.534177 + Penalty 1997.557009 = -36045.977169
  nChanged 2
		SP:Iteration 14Q (116084.390000 sec): 3 clusters
  Score: Raw -38048.212594 + Penalty 1997.557009 = -36050.655586
  nChanged 2
		SP:Iteration 15Q (116084.570000 sec): 3 clusters
  Score: Raw -38051.414124 + Penalty 1997.557009 = -36053.857116
  nChanged 2
		SP:Iteration 16Q (116084.740000 sec): 3 clusters
  Score: Raw -38057.793314 + Penalty 1997.557009 = -36060.236306
  nChanged 4
		SP:Iteration 17Q (116084.920000 sec): 3 clusters
  Score: Raw -38063.156596 + Penalty 1997.557009 = -36065.599587
  nChanged 0
		SP:Iteration 18F (116085.100000 sec): 3 clusters
  Score: Raw -38063.156596 + Penalty 1997.557009 = -36065.599587
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 75 (921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116085.210000 sec): 2 clusters
  Score: Raw -77158.401394 + Penalty 1109.137256 = -76049.264138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116085.360000 sec): 3 clusters
  Score: Raw -76861.100173 + Penalty 2218.274512 = -74642.825661
  nChanged 259
		SP:Iteration 1F (116085.520000 sec): 3 clusters
  Score: Raw -77056.159410 + Penalty 2218.274512 = -74837.884899
  nChanged 63
		SP:Iteration 2F (116085.680000 sec): 3 clusters
  Score: Raw -77122.411441 + Penalty 2218.274512 = -74904.136930
  nChanged 37
		SP:Iteration 3Q (116085.840000 sec): 3 clusters
  Score: Raw -77163.320187 + Penalty 2218.274512 = -74945.045675
  nChanged 25
		SP:Iteration 4Q (116085.950000 sec): 3 clusters
  Score: Raw -77190.380631 + Penalty 2218.274512 = -74972.106119
  nChanged 20
		SP:Iteration 5Q (116086.110000 sec): 3 clusters
  Score: Raw -77212.976945 + Penalty 2218.274512 = -74994.702433
  nChanged 12
		SP:Iteration 6Q (116086.270000 sec): 3 clusters
  Score: Raw -77222.923979 + Penalty 2218.274512 = -75004.649467
  nChanged 4
		SP:Iteration 7Q (116086.440000 sec): 3 clusters
  Score: Raw -77227.644889 + Penalty 2218.274512 = -75009.370377
  nChanged 7
		SP:Iteration 8Q (116086.590000 sec): 3 clusters
  Score: Raw -77233.702351 + Penalty 2218.274512 = -75015.427839
  nChanged 6
		SP:Iteration 9Q (116086.750000 sec): 3 clusters
  Score: Raw -77240.088625 + Penalty 2218.274512 = -75021.814114
  nChanged 5
		SP:Iteration 10Q (116086.910000 sec): 3 clusters
  Score: Raw -77246.315151 + Penalty 2218.274512 = -75028.040640
  nChanged 4
		SP:Iteration 11Q (116087.070000 sec): 3 clusters
  Score: Raw -77249.588381 + Penalty 2218.274512 = -75031.313869
  nChanged 7
		SP:Iteration 12Q (116087.240000 sec): 3 clusters
  Score: Raw -77256.419373 + Penalty 2218.274512 = -75038.144861
  nChanged 8
		SP:Iteration 13Q (116087.410000 sec): 3 clusters
  Score: Raw -77264.249602 + Penalty 2218.274512 = -75045.975091
  nChanged 3
		SP:Iteration 14Q (116087.590000 sec): 3 clusters
  Score: Raw -77267.585143 + Penalty 2218.274512 = -75049.310631
  nChanged 7
		SP:Iteration 15Q (116087.760000 sec): 3 clusters
  Score: Raw -77277.757199 + Penalty 2218.274512 = -75059.482687
  nChanged 10
		SP:Iteration 16Q (116087.940000 sec): 3 clusters
  Score: Raw -77288.549803 + Penalty 2218.274512 = -75070.275291
  nChanged 10
		SP:Iteration 17Q (116088.120000 sec): 3 clusters
  Score: Raw -77300.343121 + Penalty 2218.274512 = -75082.068610
  nChanged 11
		SP:Iteration 18Q (116088.290000 sec): 3 clusters
  Score: Raw -77311.496761 + Penalty 2218.274512 = -75093.222249
  nChanged 10
		SP:Iteration 19Q (116088.470000 sec): 3 clusters
  Score: Raw -77322.932242 + Penalty 2218.274512 = -75104.657730
  nChanged 10
		SP:Iteration 20F (116088.640000 sec): 3 clusters
  Score: Raw -77331.888748 + Penalty 2218.274512 = -75113.614236
  nChanged 8
		SP:Iteration 21Q (116088.820000 sec): 3 clusters
  Score: Raw -77340.454317 + Penalty 2218.274512 = -75122.179806
  nChanged 8
		SP:Iteration 22Q (116089.000000 sec): 3 clusters
  Score: Raw -77348.164427 + Penalty 2218.274512 = -75129.889916
  nChanged 5
		SP:Iteration 23Q (116089.170000 sec): 3 clusters
  Score: Raw -77356.933301 + Penalty 2218.274512 = -75138.658790
  nChanged 8
		SP:Iteration 24Q (116089.350000 sec): 3 clusters
  Score: Raw -77362.059467 + Penalty 2218.274512 = -75143.784955
  nChanged 1
		SP:Iteration 25Q (116089.520000 sec): 3 clusters
  Score: Raw -77364.498549 + Penalty 2218.274512 = -75146.224037
  nChanged 1
		SP:Iteration 26Q (116089.700000 sec): 3 clusters
  Score: Raw -77364.882636 + Penalty 2218.274512 = -75146.608125
  nChanged 2
		SP:Iteration 27Q (116089.870000 sec): 3 clusters
  Score: Raw -77367.436177 + Penalty 2218.274512 = -75149.161665
  nChanged 3
		SP:Iteration 28Q (116090.050000 sec): 3 clusters
  Score: Raw -77369.435397 + Penalty 2218.274512 = -75151.160885
  nChanged 1
		SP:Iteration 29Q (116090.220000 sec): 3 clusters
  Score: Raw -77370.574364 + Penalty 2218.274512 = -75152.299853
  nChanged 1
		SP:Iteration 30Q (116090.400000 sec): 3 clusters
  Score: Raw -77370.927776 + Penalty 2218.274512 = -75152.653264
  nChanged 0
		SP:Iteration 31F (116090.580000 sec): 3 clusters
  Score: Raw -77370.927776 + Penalty 2218.274512 = -75152.653264
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 76 (204536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116091.690000 sec): 2 clusters
  Score: Raw -18354586.994418 + Penalty 1987.131133 = -18352599.863285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116093.080000 sec): 3 clusters
  Score: Raw -18219039.103912 + Penalty 3974.262265 = -18215064.841647
  nChanged 98838
		SP:Iteration 1F (116094.440000 sec): 3 clusters
  Score: Raw -18277649.180055 + Penalty 3974.262265 = -18273674.917789
  nChanged 5263
		SP:Iteration 2Q (116096.010000 sec): 3 clusters
  Score: Raw -18278613.193134 + Penalty 3974.262265 = -18274638.930869
  nChanged 5487
		SP:Iteration 3Q (116097.630000 sec): 3 clusters
  Score: Raw -18279728.360173 + Penalty 3974.262265 = -18275754.097908
  nChanged 6063
		SP:Iteration 4Q (116099.240000 sec): 3 clusters
  Score: Raw -18281208.113131 + Penalty 3974.262265 = -18277233.850866
  nChanged 7244
		SP:Iteration 5Q (116100.860000 sec): 3 clusters
  Score: Raw -18283599.159438 + Penalty 3974.262265 = -18279624.897172
  nChanged 9415
		SP:Iteration 6Q (116102.510000 sec): 3 clusters
  Score: Raw -18287851.410284 + Penalty 3974.262265 = -18283877.148018
  nChanged 12990
		SP:Iteration 7F (116103.890000 sec): 3 clusters
  Score: Raw -18295976.476773 + Penalty 3974.262265 = -18292002.214507
  nChanged 16753
		SP:Iteration 8F (116105.270000 sec): 3 clusters
  Score: Raw -18309647.179259 + Penalty 3974.262265 = -18305672.916994
  nChanged 18143
		SP:Iteration 9F (116106.680000 sec): 3 clusters
  Score: Raw -18327219.928159 + Penalty 3974.262265 = -18323245.665894
  nChanged 14758
		SP:Iteration 10F (116108.160000 sec): 3 clusters
  Score: Raw -18342332.681562 + Penalty 3974.262265 = -18338358.419296
  nChanged 8183
		SP:Iteration 11Q (116109.760000 sec): 3 clusters
  Score: Raw -18350496.056422 + Penalty 3974.262265 = -18346521.794157
  nChanged 3182
		SP:Iteration 12Q (116111.200000 sec): 3 clusters
  Score: Raw -18353477.269349 + Penalty 3974.262265 = -18349503.007084
  nChanged 941
		SP:Iteration 13Q (116112.560000 sec): 3 clusters
  Score: Raw -18354309.842279 + Penalty 3974.262265 = -18350335.580013
  nChanged 281
		SP:Iteration 14Q (116113.890000 sec): 3 clusters
  Score: Raw -18354581.287077 + Penalty 3974.262265 = -18350607.024812
  nChanged 126
		SP:Iteration 15Q (116115.280000 sec): 3 clusters
  Score: Raw -18354700.825687 + Penalty 3974.262265 = -18350726.563421
  nChanged 64
		SP:Iteration 16Q (116116.690000 sec): 3 clusters
  Score: Raw -18354770.336722 + Penalty 3974.262265 = -18350796.074456
  nChanged 39
		SP:Iteration 17Q (116118.060000 sec): 3 clusters
  Score: Raw -18354810.234819 + Penalty 3974.262265 = -18350835.972554
  nChanged 21
		SP:Iteration 18Q (116119.420000 sec): 3 clusters
  Score: Raw -18354829.778182 + Penalty 3974.262265 = -18350855.515917
  nChanged 13
		SP:Iteration 19Q (116120.860000 sec): 3 clusters
  Score: Raw -18354840.484769 + Penalty 3974.262265 = -18350866.222504
  nChanged 11
		SP:Iteration 20F (116122.330000 sec): 3 clusters
  Score: Raw -18354849.088113 + Penalty 3974.262265 = -18350874.825848
  nChanged 7
		SP:Iteration 21Q (116123.740000 sec): 3 clusters
  Score: Raw -18354855.023625 + Penalty 3974.262265 = -18350880.761360
  nChanged 7
		SP:Iteration 22Q (116125.210000 sec): 3 clusters
  Score: Raw -18354859.602701 + Penalty 3974.262265 = -18350885.340436
  nChanged 5
		SP:Iteration 23Q (116126.690000 sec): 3 clusters
  Score: Raw -18354863.491202 + Penalty 3974.262265 = -18350889.228937
  nChanged 1
		SP:Iteration 24Q (116128.130000 sec): 3 clusters
  Score: Raw -18354864.643003 + Penalty 3974.262265 = -18350890.380737
  nChanged 1
		SP:Iteration 25Q (116129.580000 sec): 3 clusters
  Score: Raw -18354864.950281 + Penalty 3974.262265 = -18350890.688016
  nChanged 2
		SP:Iteration 26Q (116130.950000 sec): 3 clusters
  Score: Raw -18354869.065728 + Penalty 3974.262265 = -18350894.803462
  nChanged 3
		SP:Iteration 27Q (116132.310000 sec): 3 clusters
  Score: Raw -18354873.574830 + Penalty 3974.262265 = -18350899.312565
  nChanged 3
		SP:Iteration 28Q (116133.690000 sec): 3 clusters
  Score: Raw -18354878.335809 + Penalty 3974.262265 = -18350904.073544
  nChanged 6
		SP:Iteration 29Q (116135.130000 sec): 3 clusters
  Score: Raw -18354886.001370 + Penalty 3974.262265 = -18350911.739105
  nChanged 4
		SP:Iteration 30Q (116136.600000 sec): 3 clusters
  Score: Raw -18354889.416578 + Penalty 3974.262265 = -18350915.154313
  nChanged 2
		SP:Iteration 31Q (116138.070000 sec): 3 clusters
  Score: Raw -18354892.195677 + Penalty 3974.262265 = -18350917.933412
  nChanged 4
		SP:Iteration 32Q (116139.500000 sec): 3 clusters
  Score: Raw -18354896.764172 + Penalty 3974.262265 = -18350922.501907
  nChanged 5
		SP:Iteration 33Q (116140.960000 sec): 3 clusters
  Score: Raw -18354901.286497 + Penalty 3974.262265 = -18350927.024231
  nChanged 1
		SP:Iteration 34Q (116142.480000 sec): 3 clusters
  Score: Raw -18354902.312286 + Penalty 3974.262265 = -18350928.050020
  nChanged 1
		SP:Iteration 35Q (116143.960000 sec): 3 clusters
  Score: Raw -18354903.217626 + Penalty 3974.262265 = -18350928.955360
  nChanged 0
		SP:Iteration 36F (116145.440000 sec): 3 clusters
  Score: Raw -18354903.217626 + Penalty 3974.262265 = -18350928.955360
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 77 (14412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116145.700000 sec): 2 clusters
  Score: Raw -1129405.799125 + Penalty 1556.070177 = -1127849.728948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116145.920000 sec): 3 clusters
  Score: Raw -1120836.646918 + Penalty 3112.140353 = -1117724.506564
  nChanged 6433
		SP:Iteration 1F (116146.140000 sec): 3 clusters
  Score: Raw -1124511.710866 + Penalty 3112.140353 = -1121399.570512
  nChanged 963
		SP:Iteration 2F (116146.370000 sec): 3 clusters
  Score: Raw -1124962.452971 + Penalty 3112.140353 = -1121850.312618
  nChanged 869
		SP:Iteration 3F (116146.550000 sec): 3 clusters
  Score: Raw -1125431.339735 + Penalty 3112.140353 = -1122319.199382
  nChanged 869
		SP:Iteration 4F (116146.730000 sec): 3 clusters
  Score: Raw -1125957.216640 + Penalty 3112.140353 = -1122845.076286
  nChanged 891
		SP:Iteration 5F (116146.920000 sec): 3 clusters
  Score: Raw -1126592.034592 + Penalty 3112.140353 = -1123479.894239
  nChanged 898
		SP:Iteration 6F (116147.180000 sec): 3 clusters
  Score: Raw -1127295.166385 + Penalty 3112.140353 = -1124183.026032
  nChanged 776
		SP:Iteration 7F (116147.320000 sec): 3 clusters
  Score: Raw -1127957.422087 + Penalty 3112.140353 = -1124845.281733
  nChanged 644
		SP:Iteration 8Q (116147.580000 sec): 3 clusters
  Score: Raw -1128529.172222 + Penalty 3112.140353 = -1125417.031869
  nChanged 491
		SP:Iteration 9Q (116147.790000 sec): 3 clusters
  Score: Raw -1128951.191110 + Penalty 3112.140353 = -1125839.050756
  nChanged 317
		SP:Iteration 10Q (116148.020000 sec): 3 clusters
  Score: Raw -1129211.064290 + Penalty 3112.140353 = -1126098.923937
  nChanged 213
		SP:Iteration 11Q (116148.240000 sec): 3 clusters
  Score: Raw -1129393.850961 + Penalty 3112.140353 = -1126281.710608
  nChanged 118
		SP:Iteration 12Q (116148.500000 sec): 3 clusters
  Score: Raw -1129477.434179 + Penalty 3112.140353 = -1126365.293826
  nChanged 63
		SP:Iteration 13Q (116148.770000 sec): 3 clusters
  Score: Raw -1129528.780734 + Penalty 3112.140353 = -1126416.640381
  nChanged 54
		SP:Iteration 14Q (116149.000000 sec): 3 clusters
  Score: Raw -1129569.722233 + Penalty 3112.140353 = -1126457.581880
  nChanged 30
		SP:Iteration 15Q (116149.210000 sec): 3 clusters
  Score: Raw -1129589.037363 + Penalty 3112.140353 = -1126476.897010
  nChanged 21
		SP:Iteration 16Q (116149.440000 sec): 3 clusters
  Score: Raw -1129605.035573 + Penalty 3112.140353 = -1126492.895220
  nChanged 25
		SP:Iteration 17Q (116149.700000 sec): 3 clusters
  Score: Raw -1129625.078148 + Penalty 3112.140353 = -1126512.937795
  nChanged 17
		SP:Iteration 18Q (116149.910000 sec): 3 clusters
  Score: Raw -1129637.574983 + Penalty 3112.140353 = -1126525.434630
  nChanged 11
		SP:Iteration 19Q (116150.130000 sec): 3 clusters
  Score: Raw -1129647.916089 + Penalty 3112.140353 = -1126535.775735
  nChanged 7
		SP:Iteration 20F (116150.360000 sec): 3 clusters
  Score: Raw -1129654.197650 + Penalty 3112.140353 = -1126542.057297
  nChanged 11
		SP:Iteration 21Q (116150.660000 sec): 3 clusters
  Score: Raw -1129664.918274 + Penalty 3112.140353 = -1126552.777920
  nChanged 13
		SP:Iteration 22Q (116150.860000 sec): 3 clusters
  Score: Raw -1129676.457264 + Penalty 3112.140353 = -1126564.316911
  nChanged 9
		SP:Iteration 23Q (116151.080000 sec): 3 clusters
  Score: Raw -1129682.448375 + Penalty 3112.140353 = -1126570.308022
  nChanged 6
		SP:Iteration 24Q (116151.330000 sec): 3 clusters
  Score: Raw -1129688.431973 + Penalty 3112.140353 = -1126576.291619
  nChanged 5
		SP:Iteration 25Q (116151.520000 sec): 3 clusters
  Score: Raw -1129693.776846 + Penalty 3112.140353 = -1126581.636493
  nChanged 6
		SP:Iteration 26Q (116151.740000 sec): 3 clusters
  Score: Raw -1129698.114349 + Penalty 3112.140353 = -1126585.973995
  nChanged 1
		SP:Iteration 27Q (116152.000000 sec): 3 clusters
  Score: Raw -1129698.450903 + Penalty 3112.140353 = -1126586.310549
  nChanged 0
		SP:Iteration 28F (116152.270000 sec): 3 clusters
  Score: Raw -1129698.450903 + Penalty 3112.140353 = -1126586.310549
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 78 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116152.340000 sec): 2 clusters
  Score: Raw -48463.147335 + Penalty 1040.849624 = -47422.297711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116152.350000 sec): 3 clusters
  Score: Raw -48380.776073 + Penalty 2081.699249 = -46299.076825
  nChanged 149
		SP:Iteration 1F (116152.360000 sec): 3 clusters
  Score: Raw -48570.657389 + Penalty 2081.699249 = -46488.958140
  nChanged 32
		SP:Iteration 2F (116152.380000 sec): 3 clusters
  Score: Raw -48615.057295 + Penalty 2081.699249 = -46533.358047
  nChanged 15
		SP:Iteration 3Q (116152.470000 sec): 3 clusters
  Score: Raw -48639.411545 + Penalty 2081.699249 = -46557.712296
  nChanged 12
		SP:Iteration 4Q (116152.650000 sec): 3 clusters
  Score: Raw -48660.508226 + Penalty 2081.699249 = -46578.808977
  nChanged 11
		SP:Iteration 5Q (116152.820000 sec): 3 clusters
  Score: Raw -48677.320670 + Penalty 2081.699249 = -46595.621421
  nChanged 5
		SP:Iteration 6Q (116152.980000 sec): 3 clusters
  Score: Raw -48683.940411 + Penalty 2081.699249 = -46602.241162
  nChanged 7
		SP:Iteration 7Q (116153.140000 sec): 3 clusters
  Score: Raw -48693.507506 + Penalty 2081.699249 = -46611.808257
  nChanged 5
		SP:Iteration 8Q (116153.300000 sec): 3 clusters
  Score: Raw -48698.148055 + Penalty 2081.699249 = -46616.448806
  nChanged 2
		SP:Iteration 9Q (116153.460000 sec): 3 clusters
  Score: Raw -48700.100853 + Penalty 2081.699249 = -46618.401604
  nChanged 1
		SP:Iteration 10Q (116153.620000 sec): 3 clusters
  Score: Raw -48702.646686 + Penalty 2081.699249 = -46620.947437
  nChanged 0
		SP:Iteration 11F (116153.780000 sec): 3 clusters
  Score: Raw -48702.646686 + Penalty 2081.699249 = -46620.947437
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 79 (1762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116153.850000 sec): 2 clusters
  Score: Raw -123901.202586 + Penalty 1214.558281 = -122686.644305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116154.010000 sec): 3 clusters
  Score: Raw -123180.238335 + Penalty 2429.116562 = -120751.121773
  nChanged 616
		SP:Iteration 1F (116154.170000 sec): 3 clusters
  Score: Raw -123606.330041 + Penalty 2429.116562 = -121177.213479
  nChanged 159
		SP:Iteration 2F (116154.330000 sec): 3 clusters
  Score: Raw -123770.309487 + Penalty 2429.116562 = -121341.192925
  nChanged 110
		SP:Iteration 3F (116154.490000 sec): 3 clusters
  Score: Raw -123878.928509 + Penalty 2429.116562 = -121449.811947
  nChanged 94
		SP:Iteration 4F (116154.650000 sec): 3 clusters
  Score: Raw -123972.709620 + Penalty 2429.116562 = -121543.593058
  nChanged 69
		SP:Iteration 5Q (116154.800000 sec): 3 clusters
  Score: Raw -124034.102986 + Penalty 2429.116562 = -121604.986424
  nChanged 55
		SP:Iteration 6Q (116154.980000 sec): 3 clusters
  Score: Raw -124085.788194 + Penalty 2429.116562 = -121656.671632
  nChanged 44
		SP:Iteration 7Q (116155.150000 sec): 3 clusters
  Score: Raw -124136.605650 + Penalty 2429.116562 = -121707.489088
  nChanged 53
		SP:Iteration 8Q (116155.330000 sec): 3 clusters
  Score: Raw -124192.269132 + Penalty 2429.116562 = -121763.152570
  nChanged 42
		SP:Iteration 9Q (116155.500000 sec): 3 clusters
  Score: Raw -124232.161053 + Penalty 2429.116562 = -121803.044491
  nChanged 30
		SP:Iteration 10Q (116155.680000 sec): 3 clusters
  Score: Raw -124257.694782 + Penalty 2429.116562 = -121828.578220
  nChanged 25
		SP:Iteration 11Q (116155.860000 sec): 3 clusters
  Score: Raw -124276.910793 + Penalty 2429.116562 = -121847.794231
  nChanged 23
		SP:Iteration 12Q (116156.030000 sec): 3 clusters
  Score: Raw -124295.539583 + Penalty 2429.116562 = -121866.423021
  nChanged 14
		SP:Iteration 13Q (116156.210000 sec): 3 clusters
  Score: Raw -124303.720761 + Penalty 2429.116562 = -121874.604199
  nChanged 12
		SP:Iteration 14Q (116156.380000 sec): 3 clusters
  Score: Raw -124312.024499 + Penalty 2429.116562 = -121882.907937
  nChanged 11
		SP:Iteration 15Q (116156.560000 sec): 3 clusters
  Score: Raw -124317.464856 + Penalty 2429.116562 = -121888.348294
  nChanged 8
		SP:Iteration 16Q (116156.740000 sec): 3 clusters
  Score: Raw -124321.480816 + Penalty 2429.116562 = -121892.364254
  nChanged 3
		SP:Iteration 17Q (116156.910000 sec): 3 clusters
  Score: Raw -124322.855706 + Penalty 2429.116562 = -121893.739144
  nChanged 3
		SP:Iteration 18Q (116157.090000 sec): 3 clusters
  Score: Raw -124323.868906 + Penalty 2429.116562 = -121894.752344
  nChanged 3
		SP:Iteration 19Q (116157.190000 sec): 3 clusters
  Score: Raw -124325.219967 + Penalty 2429.116562 = -121896.103405
  nChanged 5
		SP:Iteration 20F (116157.220000 sec): 3 clusters
  Score: Raw -124327.545932 + Penalty 2429.116562 = -121898.429370
  nChanged 2
		SP:Iteration 21Q (116157.380000 sec): 3 clusters
  Score: Raw -124328.952795 + Penalty 2429.116562 = -121899.836233
  nChanged 3
		SP:Iteration 22Q (116157.580000 sec): 3 clusters
  Score: Raw -124330.314073 + Penalty 2429.116562 = -121901.197511
  nChanged 4
		SP:Iteration 23Q (116157.750000 sec): 3 clusters
  Score: Raw -124332.050749 + Penalty 2429.116562 = -121902.934187
  nChanged 1
		SP:Iteration 24Q (116157.930000 sec): 3 clusters
  Score: Raw -124332.407965 + Penalty 2429.116562 = -121903.291403
  nChanged 1
		SP:Iteration 25Q (116158.100000 sec): 3 clusters
  Score: Raw -124332.931072 + Penalty 2429.116562 = -121903.814510
  nChanged 1
		SP:Iteration 26Q (116158.280000 sec): 3 clusters
  Score: Raw -124333.145249 + Penalty 2429.116562 = -121904.028687
  nChanged 1
		SP:Iteration 27Q (116158.460000 sec): 3 clusters
  Score: Raw -124333.481218 + Penalty 2429.116562 = -121904.364656
  nChanged 0
		SP:Iteration 28F (116158.630000 sec): 3 clusters
  Score: Raw -124333.481218 + Penalty 2429.116562 = -121904.364656
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 80 (7523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116158.740000 sec): 2 clusters
  Score: Raw -647914.728363 + Penalty 1450.429544 = -646464.298819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116158.950000 sec): 3 clusters
  Score: Raw -643802.017009 + Penalty 2900.859089 = -640901.157920
  nChanged 3157
		SP:Iteration 1F (116159.140000 sec): 3 clusters
  Score: Raw -645560.163928 + Penalty 2900.859089 = -642659.304839
  nChanged 438
		SP:Iteration 2F (116159.420000 sec): 3 clusters
  Score: Raw -645780.995994 + Penalty 2900.859089 = -642880.136905
  nChanged 380
		SP:Iteration 3F (116159.560000 sec): 3 clusters
  Score: Raw -645970.750182 + Penalty 2900.859089 = -643069.891093
  nChanged 364
		SP:Iteration 4Q (116159.750000 sec): 3 clusters
  Score: Raw -646179.606602 + Penalty 2900.859089 = -643278.747513
  nChanged 379
		SP:Iteration 5F (116159.940000 sec): 3 clusters
  Score: Raw -646400.547853 + Penalty 2900.859089 = -643499.688764
  nChanged 330
		SP:Iteration 6Q (116160.120000 sec): 3 clusters
  Score: Raw -646562.077530 + Penalty 2900.859089 = -643661.218441
  nChanged 266
		SP:Iteration 7Q (116160.300000 sec): 3 clusters
  Score: Raw -646714.735764 + Penalty 2900.859089 = -643813.876675
  nChanged 284
		SP:Iteration 8Q (116160.480000 sec): 3 clusters
  Score: Raw -646897.023170 + Penalty 2900.859089 = -643996.164081
  nChanged 264
		SP:Iteration 9Q (116160.670000 sec): 3 clusters
  Score: Raw -647072.447084 + Penalty 2900.859089 = -644171.587995
  nChanged 251
		SP:Iteration 10Q (116160.850000 sec): 3 clusters
  Score: Raw -647206.395419 + Penalty 2900.859089 = -644305.536330
  nChanged 227
		SP:Iteration 11Q (116161.040000 sec): 3 clusters
  Score: Raw -647315.976859 + Penalty 2900.859089 = -644415.117770
  nChanged 175
		SP:Iteration 12Q (116161.220000 sec): 3 clusters
  Score: Raw -647389.857991 + Penalty 2900.859089 = -644488.998902
  nChanged 122
		SP:Iteration 13Q (116161.400000 sec): 3 clusters
  Score: Raw -647447.945169 + Penalty 2900.859089 = -644547.086080
  nChanged 123
		SP:Iteration 14Q (116161.580000 sec): 3 clusters
  Score: Raw -647501.674945 + Penalty 2900.859089 = -644600.815856
  nChanged 115
		SP:Iteration 15Q (116161.760000 sec): 3 clusters
  Score: Raw -647535.261358 + Penalty 2900.859089 = -644634.402269
  nChanged 77
		SP:Iteration 16Q (116161.950000 sec): 3 clusters
  Score: Raw -647557.243811 + Penalty 2900.859089 = -644656.384722
  nChanged 70
		SP:Iteration 17Q (116162.130000 sec): 3 clusters
  Score: Raw -647578.369922 + Penalty 2900.859089 = -644677.510833
  nChanged 81
		SP:Iteration 18Q (116162.320000 sec): 3 clusters
  Score: Raw -647603.936403 + Penalty 2900.859089 = -644703.077314
  nChanged 81
		SP:Iteration 19Q (116162.500000 sec): 3 clusters
  Score: Raw -647627.210793 + Penalty 2900.859089 = -644726.351704
  nChanged 65
		SP:Iteration 20F (116162.680000 sec): 3 clusters
  Score: Raw -647645.815869 + Penalty 2900.859089 = -644744.956780
  nChanged 58
		SP:Iteration 21Q (116162.860000 sec): 3 clusters
  Score: Raw -647660.938977 + Penalty 2900.859089 = -644760.079888
  nChanged 56
		SP:Iteration 22Q (116163.040000 sec): 3 clusters
  Score: Raw -647674.451909 + Penalty 2900.859089 = -644773.592820
  nChanged 49
		SP:Iteration 23Q (116163.230000 sec): 3 clusters
  Score: Raw -647686.038787 + Penalty 2900.859089 = -644785.179699
  nChanged 47
		SP:Iteration 24Q (116163.410000 sec): 3 clusters
  Score: Raw -647697.331443 + Penalty 2900.859089 = -644796.472354
  nChanged 51
		SP:Iteration 25Q (116163.590000 sec): 3 clusters
  Score: Raw -647709.127583 + Penalty 2900.859089 = -644808.268494
  nChanged 50
		SP:Iteration 26Q (116163.780000 sec): 3 clusters
  Score: Raw -647720.318295 + Penalty 2900.859089 = -644819.459206
  nChanged 36
		SP:Iteration 27Q (116163.960000 sec): 3 clusters
  Score: Raw -647727.256647 + Penalty 2900.859089 = -644826.397558
  nChanged 31
		SP:Iteration 28Q (116164.180000 sec): 3 clusters
  Score: Raw -647734.692353 + Penalty 2900.859089 = -644833.833264
  nChanged 39
		SP:Iteration 29Q (116164.340000 sec): 3 clusters
  Score: Raw -647744.911359 + Penalty 2900.859089 = -644844.052271
  nChanged 36
		SP:Iteration 30Q (116164.540000 sec): 3 clusters
  Score: Raw -647752.017800 + Penalty 2900.859089 = -644851.158711
  nChanged 28
		SP:Iteration 31Q (116164.750000 sec): 3 clusters
  Score: Raw -647757.031251 + Penalty 2900.859089 = -644856.172162
  nChanged 18
		SP:Iteration 32Q (116164.940000 sec): 3 clusters
  Score: Raw -647760.295399 + Penalty 2900.859089 = -644859.436310
  nChanged 23
		SP:Iteration 33Q (116165.140000 sec): 3 clusters
  Score: Raw -647765.624251 + Penalty 2900.859089 = -644864.765162
  nChanged 20
		SP:Iteration 34Q (116165.320000 sec): 3 clusters
  Score: Raw -647769.313822 + Penalty 2900.859089 = -644868.454733
  nChanged 18
		SP:Iteration 35Q (116165.520000 sec): 3 clusters
  Score: Raw -647772.237556 + Penalty 2900.859089 = -644871.378468
  nChanged 16
		SP:Iteration 36Q (116165.700000 sec): 3 clusters
  Score: Raw -647774.305075 + Penalty 2900.859089 = -644873.445986
  nChanged 14
		SP:Iteration 37Q (116165.920000 sec): 3 clusters
  Score: Raw -647776.433173 + Penalty 2900.859089 = -644875.574084
  nChanged 18
		SP:Iteration 38Q (116166.130000 sec): 3 clusters
  Score: Raw -647778.754997 + Penalty 2900.859089 = -644877.895908
  nChanged 14
		SP:Iteration 39Q (116166.320000 sec): 3 clusters
  Score: Raw -647780.931371 + Penalty 2900.859089 = -644880.072282
  nChanged 14
		SP:Iteration 40F (116166.520000 sec): 3 clusters
  Score: Raw -647782.566935 + Penalty 2900.859089 = -644881.707846
  nChanged 13
		SP:Iteration 41Q (116166.700000 sec): 3 clusters
  Score: Raw -647784.516438 + Penalty 2900.859089 = -644883.657349
  nChanged 10
		SP:Iteration 42Q (116166.890000 sec): 3 clusters
  Score: Raw -647786.011635 + Penalty 2900.859089 = -644885.152546
  nChanged 7
		SP:Iteration 43Q (116167.070000 sec): 3 clusters
  Score: Raw -647787.125023 + Penalty 2900.859089 = -644886.265934
  nChanged 7
		SP:Iteration 44Q (116167.270000 sec): 3 clusters
  Score: Raw -647788.420095 + Penalty 2900.859089 = -644887.561006
  nChanged 5
		SP:Iteration 45Q (116167.470000 sec): 3 clusters
  Score: Raw -647789.464429 + Penalty 2900.859089 = -644888.605340
  nChanged 5
		SP:Iteration 46Q (116167.670000 sec): 3 clusters
  Score: Raw -647790.394386 + Penalty 2900.859089 = -644889.535297
  nChanged 6
		SP:Iteration 47Q (116167.850000 sec): 3 clusters
  Score: Raw -647791.296145 + Penalty 2900.859089 = -644890.437057
  nChanged 9
		SP:Iteration 48Q (116168.050000 sec): 3 clusters
  Score: Raw -647792.536665 + Penalty 2900.859089 = -644891.677576
  nChanged 11
		SP:Iteration 49Q (116168.250000 sec): 3 clusters
  Score: Raw -647795.193582 + Penalty 2900.859089 = -644894.334493
  nChanged 16
		SP:Iteration 50Q (116168.440000 sec): 3 clusters
  Score: Raw -647797.570620 + Penalty 2900.859089 = -644896.711531
  nChanged 10
		SP:Iteration 51Q (116168.620000 sec): 3 clusters
  Score: Raw -647799.101993 + Penalty 2900.859089 = -644898.242904
  nChanged 8
		SP:Iteration 52Q (116168.810000 sec): 3 clusters
  Score: Raw -647800.137423 + Penalty 2900.859089 = -644899.278334
  nChanged 6
		SP:Iteration 53Q (116169.010000 sec): 3 clusters
  Score: Raw -647800.802103 + Penalty 2900.859089 = -644899.943014
  nChanged 3
		SP:Iteration 54Q (116169.190000 sec): 3 clusters
  Score: Raw -647801.124655 + Penalty 2900.859089 = -644900.265566
  nChanged 2
		SP:Iteration 55Q (116169.380000 sec): 3 clusters
  Score: Raw -647801.247332 + Penalty 2900.859089 = -644900.388243
  nChanged 0
		SP:Iteration 56F (116169.620000 sec): 3 clusters
  Score: Raw -647801.247332 + Penalty 2900.859089 = -644900.388243
  nChanged 0
Iteration 592F (116515.530000 sec): 82 clusters
  Score: Raw -122378194.457851 + Penalty 186982.066281 = -122191212.391571
  nChanged 139
Iteration 593F (116847.110000 sec): 82 clusters
  Score: Raw -122378266.671971 + Penalty 186982.066281 = -122191284.605690
  nChanged 69
Iteration 594Q (117158.620000 sec): 82 clusters
  Score: Raw -122378293.207333 + Penalty 186982.066281 = -122191311.141052
  nChanged 63
Iteration 595Q (117448.890000 sec): 82 clusters
  Score: Raw -122378316.334577 + Penalty 186982.066281 = -122191334.268296
  nChanged 66
Iteration 596Q (117756.100000 sec): 82 clusters
  Score: Raw -122378333.841309 + Penalty 186982.066281 = -122191351.775029
  nChanged 48
Iteration 597Q (118036.270000 sec): 82 clusters
  Score: Raw -122378340.135479 + Penalty 186982.066281 = -122191358.069199
  nChanged 43
Iteration 598Q (118342.040000 sec): 82 clusters
  Score: Raw -122378349.086404 + Penalty 186982.066281 = -122191367.020124
  nChanged 61
Iteration 599Q (118658.340000 sec): 82 clusters
  Score: Raw -122378361.391814 + Penalty 186982.066281 = -122191379.325534
  nChanged 53
Iteration 600F (118991.070000 sec): 82 clusters
  Score: Raw -122378369.671766 + Penalty 186982.066281 = -122191387.605485
  nChanged 48
Iteration 601Q (119316.080000 sec): 82 clusters
  Score: Raw -122378377.104659 + Penalty 186982.066281 = -122191395.038378
  nChanged 45
Iteration 602Q (119636.220000 sec): 82 clusters
  Score: Raw -122378384.163806 + Penalty 186982.066281 = -122191402.097525
  nChanged 39
Iteration 603Q (119959.440000 sec): 82 clusters
  Score: Raw -122378390.906408 + Penalty 186982.066281 = -122191408.840127
  nChanged 31
Iteration 604Q (120279.730000 sec): 82 clusters
  Score: Raw -122378397.035880 + Penalty 186982.066281 = -122191414.969600
  nChanged 33
Iteration 605Q (120601.590000 sec): 82 clusters
  Score: Raw -122378401.618332 + Penalty 186982.066281 = -122191419.552052
  nChanged 25
Iteration 606Q (120926.670000 sec): 82 clusters
  Score: Raw -122378404.647865 + Penalty 186982.066281 = -122191422.581585
  nChanged 18
Iteration 607Q (121245.740000 sec): 82 clusters
  Score: Raw -122378406.138296 + Penalty 186982.066281 = -122191424.072016
  nChanged 17
Iteration 608Q (121554.040000 sec): 82 clusters
  Score: Raw -122378408.355980 + Penalty 186982.066281 = -122191426.289700
  nChanged 22
Iteration 609Q (121871.530000 sec): 82 clusters
  Score: Raw -122378411.221632 + Penalty 186982.066281 = -122191429.155352
  nChanged 22
Iteration 610Q (122192.640000 sec): 82 clusters
  Score: Raw -122378413.217069 + Penalty 186982.066281 = -122191431.150788
  nChanged 23
Iteration 611Q (122518.480000 sec): 82 clusters
  Score: Raw -122378415.229950 + Penalty 186982.066281 = -122191433.163670
  nChanged 15
Iteration 612Q (122840.920000 sec): 82 clusters
  Score: Raw -122378416.205015 + Penalty 186982.066281 = -122191434.138734
  nChanged 19
Iteration 613Q (123166.470000 sec): 82 clusters
  Score: Raw -122378418.243540 + Penalty 186982.066281 = -122191436.177260
  nChanged 19
Iteration 614Q (123487.530000 sec): 82 clusters
  Score: Raw -122378420.294823 + Penalty 186982.066281 = -122191438.228543
  nChanged 19
Iteration 615Q (123805.500000 sec): 82 clusters
  Score: Raw -122378421.903624 + Penalty 186982.066281 = -122191439.837343
  nChanged 18
Iteration 616Q (124123.140000 sec): 82 clusters
  Score: Raw -122378422.864063 + Penalty 186982.066281 = -122191440.797782
  nChanged 11
Iteration 617Q (124449.020000 sec): 82 clusters
  Score: Raw -122378423.667256 + Penalty 186982.066281 = -122191441.600975
  nChanged 9
Iteration 618Q (124771.880000 sec): 82 clusters
  Score: Raw -122378424.259860 + Penalty 186982.066281 = -122191442.193580
  nChanged 7
Writing temp clu file 
Because OldScore, -122191441.600975, is greater than current (better) Score,-122191442.193580 
 Compute initial score before splitting:   Score: Raw -122378424.259860 + Penalty 186982.066281 = -122191442.193580
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 1 (52405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124772.410000 sec): 2 clusters
  Score: Raw -4340230.321144 + Penalty 1765.848059 = -4338464.473085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124772.980000 sec): 3 clusters
  Score: Raw -4306774.300420 + Penalty 3531.696118 = -4303242.604303
  nChanged 24732
		SP:Iteration 1F (124773.550000 sec): 3 clusters
  Score: Raw -4321156.021942 + Penalty 3531.696118 = -4317624.325825
  nChanged 2158
		SP:Iteration 2Q (124774.040000 sec): 3 clusters
  Score: Raw -4321821.860822 + Penalty 3531.696118 = -4318290.164704
  nChanged 2062
		SP:Iteration 3Q (124774.580000 sec): 3 clusters
  Score: Raw -4322427.963141 + Penalty 3531.696118 = -4318896.267023
  nChanged 1943
		SP:Iteration 4Q (124775.120000 sec): 3 clusters
  Score: Raw -4323016.103062 + Penalty 3531.696118 = -4319484.406944
  nChanged 1962
		SP:Iteration 5Q (124775.700000 sec): 3 clusters
  Score: Raw -4323637.448200 + Penalty 3531.696118 = -4320105.752082
  nChanged 2015
		SP:Iteration 6Q (124776.240000 sec): 3 clusters
  Score: Raw -4324308.650062 + Penalty 3531.696118 = -4320776.953945
  nChanged 2159
		SP:Iteration 7Q (124776.840000 sec): 3 clusters
  Score: Raw -4325163.604695 + Penalty 3531.696118 = -4321631.908578
  nChanged 2372
		SP:Iteration 8Q (124777.360000 sec): 3 clusters
  Score: Raw -4326421.778380 + Penalty 3531.696118 = -4322890.082262
  nChanged 2635
		SP:Iteration 9F (124777.900000 sec): 3 clusters
  Score: Raw -4328173.311913 + Penalty 3531.696118 = -4324641.615795
  nChanged 2886
		SP:Iteration 10F (124778.440000 sec): 3 clusters
  Score: Raw -4330142.431780 + Penalty 3531.696118 = -4326610.735662
  nChanged 2872
		SP:Iteration 11F (124778.980000 sec): 3 clusters
  Score: Raw -4331939.952794 + Penalty 3531.696118 = -4328408.256676
  nChanged 2470
		SP:Iteration 12Q (124779.500000 sec): 3 clusters
  Score: Raw -4333114.741792 + Penalty 3531.696118 = -4329583.045675
  nChanged 1787
		SP:Iteration 13Q (124780.040000 sec): 3 clusters
  Score: Raw -4333718.824859 + Penalty 3531.696118 = -4330187.128741
  nChanged 1201
		SP:Iteration 14Q (124780.580000 sec): 3 clusters
  Score: Raw -4334026.490672 + Penalty 3531.696118 = -4330494.794555
  nChanged 895
		SP:Iteration 15Q (124781.150000 sec): 3 clusters
  Score: Raw -4334199.924438 + Penalty 3531.696118 = -4330668.228320
  nChanged 642
		SP:Iteration 16Q (124781.690000 sec): 3 clusters
  Score: Raw -4334312.566074 + Penalty 3531.696118 = -4330780.869956
  nChanged 524
		SP:Iteration 17Q (124782.270000 sec): 3 clusters
  Score: Raw -4334388.334431 + Penalty 3531.696118 = -4330856.638313
  nChanged 458
		SP:Iteration 18Q (124782.800000 sec): 3 clusters
  Score: Raw -4334459.494519 + Penalty 3531.696118 = -4330927.798402
  nChanged 394
		SP:Iteration 19Q (124783.380000 sec): 3 clusters
  Score: Raw -4334519.269937 + Penalty 3531.696118 = -4330987.573819
  nChanged 393
		SP:Iteration 20F (124783.840000 sec): 3 clusters
  Score: Raw -4334574.900984 + Penalty 3531.696118 = -4331043.204867
  nChanged 379
		SP:Iteration 21Q (124784.370000 sec): 3 clusters
  Score: Raw -4334626.255919 + Penalty 3531.696118 = -4331094.559801
  nChanged 364
		SP:Iteration 22Q (124784.910000 sec): 3 clusters
  Score: Raw -4334674.547240 + Penalty 3531.696118 = -4331142.851122
  nChanged 367
		SP:Iteration 23Q (124785.490000 sec): 3 clusters
  Score: Raw -4334723.461471 + Penalty 3531.696118 = -4331191.765353
  nChanged 347
		SP:Iteration 24Q (124786.020000 sec): 3 clusters
  Score: Raw -4334771.172638 + Penalty 3531.696118 = -4331239.476520
  nChanged 368
		SP:Iteration 25Q (124786.580000 sec): 3 clusters
  Score: Raw -4334826.051762 + Penalty 3531.696118 = -4331294.355644
  nChanged 397
		SP:Iteration 26Q (124787.120000 sec): 3 clusters
  Score: Raw -4334884.237719 + Penalty 3531.696118 = -4331352.541601
  nChanged 409
		SP:Iteration 27Q (124787.650000 sec): 3 clusters
  Score: Raw -4334949.342396 + Penalty 3531.696118 = -4331417.646278
  nChanged 422
		SP:Iteration 28Q (124788.180000 sec): 3 clusters
  Score: Raw -4335023.689086 + Penalty 3531.696118 = -4331491.992968
  nChanged 457
		SP:Iteration 29Q (124788.720000 sec): 3 clusters
  Score: Raw -4335107.333527 + Penalty 3531.696118 = -4331575.637410
  nChanged 451
		SP:Iteration 30Q (124789.260000 sec): 3 clusters
  Score: Raw -4335189.284366 + Penalty 3531.696118 = -4331657.588248
  nChanged 485
		SP:Iteration 31Q (124789.800000 sec): 3 clusters
  Score: Raw -4335284.197422 + Penalty 3531.696118 = -4331752.501304
  nChanged 524
		SP:Iteration 32Q (124790.340000 sec): 3 clusters
  Score: Raw -4335393.917737 + Penalty 3531.696118 = -4331862.221619
  nChanged 546
		SP:Iteration 33Q (124790.880000 sec): 3 clusters
  Score: Raw -4335507.633483 + Penalty 3531.696118 = -4331975.937365
  nChanged 526
		SP:Iteration 34Q (124791.420000 sec): 3 clusters
  Score: Raw -4335622.110211 + Penalty 3531.696118 = -4332090.414093
  nChanged 615
		SP:Iteration 35Q (124791.940000 sec): 3 clusters
  Score: Raw -4335757.305867 + Penalty 3531.696118 = -4332225.609749
  nChanged 583
		SP:Iteration 36Q (124792.480000 sec): 3 clusters
  Score: Raw -4335887.503250 + Penalty 3531.696118 = -4332355.807132
  nChanged 581
		SP:Iteration 37Q (124793.020000 sec): 3 clusters
  Score: Raw -4336014.465056 + Penalty 3531.696118 = -4332482.768938
  nChanged 547
		SP:Iteration 38Q (124793.560000 sec): 3 clusters
  Score: Raw -4336127.052183 + Penalty 3531.696118 = -4332595.356066
  nChanged 560
		SP:Iteration 39Q (124794.090000 sec): 3 clusters
  Score: Raw -4336248.581984 + Penalty 3531.696118 = -4332716.885866
  nChanged 575
		SP:Iteration 40F (124794.590000 sec): 3 clusters
  Score: Raw -4336374.496427 + Penalty 3531.696118 = -4332842.800309
  nChanged 612
		SP:Iteration 41Q (124795.130000 sec): 3 clusters
  Score: Raw -4336507.784908 + Penalty 3531.696118 = -4332976.088790
  nChanged 623
		SP:Iteration 42Q (124795.670000 sec): 3 clusters
  Score: Raw -4336646.984390 + Penalty 3531.696118 = -4333115.288272
  nChanged 623
		SP:Iteration 43Q (124796.210000 sec): 3 clusters
  Score: Raw -4336791.763696 + Penalty 3531.696118 = -4333260.067578
  nChanged 630
		SP:Iteration 44Q (124796.750000 sec): 3 clusters
  Score: Raw -4336938.534997 + Penalty 3531.696118 = -4333406.838879
  nChanged 614
		SP:Iteration 45Q (124797.290000 sec): 3 clusters
  Score: Raw -4337080.767870 + Penalty 3531.696118 = -4333549.071752
  nChanged 635
		SP:Iteration 46Q (124797.830000 sec): 3 clusters
  Score: Raw -4337231.585135 + Penalty 3531.696118 = -4333699.889017
  nChanged 621
		SP:Iteration 47Q (124798.370000 sec): 3 clusters
  Score: Raw -4337384.312444 + Penalty 3531.696118 = -4333852.616326
  nChanged 610
		SP:Iteration 48Q (124798.910000 sec): 3 clusters
  Score: Raw -4337542.436867 + Penalty 3531.696118 = -4334010.740749
  nChanged 653
		SP:Iteration 49Q (124799.450000 sec): 3 clusters
  Score: Raw -4337726.257050 + Penalty 3531.696118 = -4334194.560932
  nChanged 675
		SP:Iteration 50Q (124799.990000 sec): 3 clusters
  Score: Raw -4337923.622437 + Penalty 3531.696118 = -4334391.926319
  nChanged 658
		SP:Iteration 51Q (124800.480000 sec): 3 clusters
  Score: Raw -4338120.071367 + Penalty 3531.696118 = -4334588.375249
  nChanged 642
		SP:Iteration 52Q (124801.030000 sec): 3 clusters
  Score: Raw -4338318.206953 + Penalty 3531.696118 = -4334786.510835
  nChanged 585
		SP:Iteration 53Q (124801.560000 sec): 3 clusters
  Score: Raw -4338507.302715 + Penalty 3531.696118 = -4334975.606598
  nChanged 598
		SP:Iteration 54Q (124802.100000 sec): 3 clusters
  Score: Raw -4338710.518697 + Penalty 3531.696118 = -4335178.822580
  nChanged 578
		SP:Iteration 55Q (124802.640000 sec): 3 clusters
  Score: Raw -4338927.709662 + Penalty 3531.696118 = -4335396.013544
  nChanged 565
		SP:Iteration 56Q (124803.180000 sec): 3 clusters
  Score: Raw -4339162.925918 + Penalty 3531.696118 = -4335631.229800
  nChanged 563
		SP:Iteration 57Q (124803.680000 sec): 3 clusters
  Score: Raw -4339425.486854 + Penalty 3531.696118 = -4335893.790736
  nChanged 517
		SP:Iteration 58Q (124804.180000 sec): 3 clusters
  Score: Raw -4339711.001195 + Penalty 3531.696118 = -4336179.305077
  nChanged 494
		SP:Iteration 59Q (124804.730000 sec): 3 clusters
  Score: Raw -4339976.766099 + Penalty 3531.696118 = -4336445.069981
  nChanged 409
		SP:Iteration 60F (124805.270000 sec): 3 clusters
  Score: Raw -4340184.110078 + Penalty 3531.696118 = -4336652.413960
  nChanged 385
		SP:Iteration 61Q (124805.820000 sec): 3 clusters
  Score: Raw -4340384.046782 + Penalty 3531.696118 = -4336852.350664
  nChanged 323
		SP:Iteration 62Q (124806.360000 sec): 3 clusters
  Score: Raw -4340535.122762 + Penalty 3531.696118 = -4337003.426644
  nChanged 262
		SP:Iteration 63Q (124806.890000 sec): 3 clusters
  Score: Raw -4340645.931742 + Penalty 3531.696118 = -4337114.235624
  nChanged 198
		SP:Iteration 64Q (124807.410000 sec): 3 clusters
  Score: Raw -4340726.784891 + Penalty 3531.696118 = -4337195.088773
  nChanged 175
		SP:Iteration 65Q (124807.960000 sec): 3 clusters
  Score: Raw -4340795.909556 + Penalty 3531.696118 = -4337264.213438
  nChanged 145
		SP:Iteration 66Q (124808.500000 sec): 3 clusters
  Score: Raw -4340848.797115 + Penalty 3531.696118 = -4337317.100997
  nChanged 110
		SP:Iteration 67Q (124809.000000 sec): 3 clusters
  Score: Raw -4340884.683655 + Penalty 3531.696118 = -4337352.987537
  nChanged 83
		SP:Iteration 68Q (124809.500000 sec): 3 clusters
  Score: Raw -4340906.808777 + Penalty 3531.696118 = -4337375.112659
  nChanged 62
		SP:Iteration 69Q (124810.000000 sec): 3 clusters
  Score: Raw -4340921.896255 + Penalty 3531.696118 = -4337390.200137
  nChanged 52
		SP:Iteration 70Q (124810.590000 sec): 3 clusters
  Score: Raw -4340932.630582 + Penalty 3531.696118 = -4337400.934464
  nChanged 29
		SP:Iteration 71Q (124811.140000 sec): 3 clusters
  Score: Raw -4340938.672725 + Penalty 3531.696118 = -4337406.976607
  nChanged 21
		SP:Iteration 72Q (124811.680000 sec): 3 clusters
  Score: Raw -4340942.565473 + Penalty 3531.696118 = -4337410.869355
  nChanged 20
		SP:Iteration 73Q (124812.180000 sec): 3 clusters
  Score: Raw -4340946.888393 + Penalty 3531.696118 = -4337415.192275
  nChanged 13
		SP:Iteration 74Q (124812.720000 sec): 3 clusters
  Score: Raw -4340949.049708 + Penalty 3531.696118 = -4337417.353590
  nChanged 13
		SP:Iteration 75Q (124813.170000 sec): 3 clusters
  Score: Raw -4340951.781566 + Penalty 3531.696118 = -4337420.085448
  nChanged 16
		SP:Iteration 76Q (124813.760000 sec): 3 clusters
  Score: Raw -4340954.423947 + Penalty 3531.696118 = -4337422.727829
  nChanged 13
		SP:Iteration 77Q (124814.300000 sec): 3 clusters
  Score: Raw -4340956.087488 + Penalty 3531.696118 = -4337424.391370
  nChanged 11
		SP:Iteration 78Q (124814.780000 sec): 3 clusters
  Score: Raw -4340957.498893 + Penalty 3531.696118 = -4337425.802775
  nChanged 6
		SP:Iteration 79Q (124815.330000 sec): 3 clusters
  Score: Raw -4340958.232841 + Penalty 3531.696118 = -4337426.536723
  nChanged 3
		SP:Iteration 80F (124815.830000 sec): 3 clusters
  Score: Raw -4340958.676853 + Penalty 3531.696118 = -4337426.980735
  nChanged 3
		SP:Iteration 81Q (124816.360000 sec): 3 clusters
  Score: Raw -4340959.410685 + Penalty 3531.696118 = -4337427.714567
  nChanged 5
		SP:Iteration 82Q (124816.920000 sec): 3 clusters
  Score: Raw -4340960.184502 + Penalty 3531.696118 = -4337428.488384
  nChanged 4
		SP:Iteration 83Q (124817.440000 sec): 3 clusters
  Score: Raw -4340960.788306 + Penalty 3531.696118 = -4337429.092188
  nChanged 3
		SP:Iteration 84Q (124817.960000 sec): 3 clusters
  Score: Raw -4340961.131059 + Penalty 3531.696118 = -4337429.434941
  nChanged 3
		SP:Iteration 85Q (124818.520000 sec): 3 clusters
  Score: Raw -4340961.898476 + Penalty 3531.696118 = -4337430.202358
  nChanged 5
		SP:Iteration 86Q (124819.050000 sec): 3 clusters
  Score: Raw -4340962.794254 + Penalty 3531.696118 = -4337431.098137
  nChanged 4
		SP:Iteration 87Q (124819.610000 sec): 3 clusters
  Score: Raw -4340963.310570 + Penalty 3531.696118 = -4337431.614452
  nChanged 3
		SP:Iteration 88Q (124820.150000 sec): 3 clusters
  Score: Raw -4340963.591951 + Penalty 3531.696118 = -4337431.895833
  nChanged 4
		SP:Iteration 89Q (124820.660000 sec): 3 clusters
  Score: Raw -4340964.151045 + Penalty 3531.696118 = -4337432.454928
  nChanged 3
		SP:Iteration 90Q (124821.180000 sec): 3 clusters
  Score: Raw -4340964.455550 + Penalty 3531.696118 = -4337432.759432
  nChanged 2
		SP:Iteration 91Q (124821.700000 sec): 3 clusters
  Score: Raw -4340964.634807 + Penalty 3531.696118 = -4337432.938689
  nChanged 2
		SP:Iteration 92Q (124822.220000 sec): 3 clusters
  Score: Raw -4340964.865832 + Penalty 3531.696118 = -4337433.169715
  nChanged 2
		SP:Iteration 93Q (124822.740000 sec): 3 clusters
  Score: Raw -4340965.190563 + Penalty 3531.696118 = -4337433.494445
  nChanged 2
		SP:Iteration 94Q (124823.250000 sec): 3 clusters
  Score: Raw -4340965.385733 + Penalty 3531.696118 = -4337433.689615
  nChanged 1
		SP:Iteration 95Q (124823.800000 sec): 3 clusters
  Score: Raw -4340965.684215 + Penalty 3531.696118 = -4337433.988097
  nChanged 0
		SP:Iteration 96F (124824.320000 sec): 3 clusters
  Score: Raw -4340965.684215 + Penalty 3531.696118 = -4337433.988097
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 2 (248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124824.420000 sec): 2 clusters
  Score: Raw -17061.485053 + Penalty 895.932171 = -16165.552882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124824.580000 sec): 3 clusters
  Score: Raw -17209.745350 + Penalty 1791.864343 = -15417.881008
  nChanged 39
		SP:Iteration 1F (124824.740000 sec): 3 clusters
  Score: Raw -17306.612799 + Penalty 1791.864343 = -15514.748457
  nChanged 11
		SP:Iteration 2Q (124824.900000 sec): 3 clusters
  Score: Raw -17344.018817 + Penalty 1791.864343 = -15552.154475
  nChanged 4
		SP:Iteration 3Q (124825.060000 sec): 3 clusters
  Score: Raw -17362.427625 + Penalty 1791.864343 = -15570.563283
  nChanged 3
		SP:Iteration 4Q (124825.180000 sec): 3 clusters
  Score: Raw -17367.343430 + Penalty 1791.864343 = -15575.479088
  nChanged 1
		SP:Iteration 5Q (124825.360000 sec): 3 clusters
  Score: Raw -17368.285890 + Penalty 1791.864343 = -15576.421548
  nChanged 0
		SP:Iteration 6F (124825.540000 sec): 3 clusters
  Score: Raw -17368.285890 + Penalty 1791.864343 = -15576.421548
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 3 (5275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124825.650000 sec): 2 clusters
  Score: Raw -444815.404541 + Penalty 1392.744268 = -443422.660273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124825.860000 sec): 3 clusters
  Score: Raw -442069.607842 + Penalty 2785.488536 = -439284.119306
  nChanged 2123
		SP:Iteration 1F (124826.040000 sec): 3 clusters
  Score: Raw -443290.788418 + Penalty 2785.488536 = -440505.299882
  nChanged 433
		SP:Iteration 2F (124826.190000 sec): 3 clusters
  Score: Raw -443595.019324 + Penalty 2785.488536 = -440809.530787
  nChanged 367
		SP:Iteration 3F (124826.360000 sec): 3 clusters
  Score: Raw -443869.846080 + Penalty 2785.488536 = -441084.357544
  nChanged 331
		SP:Iteration 4F (124826.530000 sec): 3 clusters
  Score: Raw -444120.498648 + Penalty 2785.488536 = -441335.010111
  nChanged 329
		SP:Iteration 5F (124826.700000 sec): 3 clusters
  Score: Raw -444363.622323 + Penalty 2785.488536 = -441578.133786
  nChanged 292
		SP:Iteration 6F (124826.870000 sec): 3 clusters
  Score: Raw -444572.646473 + Penalty 2785.488536 = -441787.157937
  nChanged 275
		SP:Iteration 7F (124827.040000 sec): 3 clusters
  Score: Raw -444789.116698 + Penalty 2785.488536 = -442003.628161
  nChanged 237
		SP:Iteration 8Q (124827.210000 sec): 3 clusters
  Score: Raw -444994.916714 + Penalty 2785.488536 = -442209.428177
  nChanged 205
		SP:Iteration 9Q (124827.380000 sec): 3 clusters
  Score: Raw -445161.933854 + Penalty 2785.488536 = -442376.445317
  nChanged 149
		SP:Iteration 10Q (124827.550000 sec): 3 clusters
  Score: Raw -445279.306983 + Penalty 2785.488536 = -442493.818446
  nChanged 124
		SP:Iteration 11Q (124827.720000 sec): 3 clusters
  Score: Raw -445359.609097 + Penalty 2785.488536 = -442574.120560
  nChanged 94
		SP:Iteration 12Q (124827.890000 sec): 3 clusters
  Score: Raw -445403.444024 + Penalty 2785.488536 = -442617.955487
  nChanged 68
		SP:Iteration 13Q (124828.090000 sec): 3 clusters
  Score: Raw -445429.750117 + Penalty 2785.488536 = -442644.261581
  nChanged 54
		SP:Iteration 14Q (124828.260000 sec): 3 clusters
  Score: Raw -445451.329946 + Penalty 2785.488536 = -442665.841409
  nChanged 48
		SP:Iteration 15Q (124828.400000 sec): 3 clusters
  Score: Raw -445472.652157 + Penalty 2785.488536 = -442687.163620
  nChanged 39
		SP:Iteration 16Q (124828.580000 sec): 3 clusters
  Score: Raw -445488.691113 + Penalty 2785.488536 = -442703.202576
  nChanged 45
		SP:Iteration 17Q (124828.740000 sec): 3 clusters
  Score: Raw -445504.310931 + Penalty 2785.488536 = -442718.822395
  nChanged 32
		SP:Iteration 18Q (124828.910000 sec): 3 clusters
  Score: Raw -445515.081198 + Penalty 2785.488536 = -442729.592661
  nChanged 36
		SP:Iteration 19Q (124829.090000 sec): 3 clusters
  Score: Raw -445527.630249 + Penalty 2785.488536 = -442742.141712
  nChanged 44
		SP:Iteration 20F (124829.260000 sec): 3 clusters
  Score: Raw -445546.238690 + Penalty 2785.488536 = -442760.750153
  nChanged 49
		SP:Iteration 21Q (124829.450000 sec): 3 clusters
  Score: Raw -445565.130964 + Penalty 2785.488536 = -442779.642428
  nChanged 47
		SP:Iteration 22Q (124829.660000 sec): 3 clusters
  Score: Raw -445581.167947 + Penalty 2785.488536 = -442795.679410
  nChanged 47
		SP:Iteration 23Q (124829.830000 sec): 3 clusters
  Score: Raw -445598.398599 + Penalty 2785.488536 = -442812.910063
  nChanged 43
		SP:Iteration 24Q (124829.990000 sec): 3 clusters
  Score: Raw -445616.192377 + Penalty 2785.488536 = -442830.703840
  nChanged 55
		SP:Iteration 25Q (124830.160000 sec): 3 clusters
  Score: Raw -445638.025725 + Penalty 2785.488536 = -442852.537188
  nChanged 54
		SP:Iteration 26Q (124830.340000 sec): 3 clusters
  Score: Raw -445662.321234 + Penalty 2785.488536 = -442876.832697
  nChanged 70
		SP:Iteration 27Q (124830.470000 sec): 3 clusters
  Score: Raw -445693.969157 + Penalty 2785.488536 = -442908.480621
  nChanged 58
		SP:Iteration 28Q (124830.640000 sec): 3 clusters
  Score: Raw -445724.048021 + Penalty 2785.488536 = -442938.559485
  nChanged 59
		SP:Iteration 29Q (124830.810000 sec): 3 clusters
  Score: Raw -445755.183162 + Penalty 2785.488536 = -442969.694625
  nChanged 69
		SP:Iteration 30Q (124830.980000 sec): 3 clusters
  Score: Raw -445788.377306 + Penalty 2785.488536 = -443002.888770
  nChanged 55
		SP:Iteration 31Q (124831.150000 sec): 3 clusters
  Score: Raw -445810.938641 + Penalty 2785.488536 = -443025.450105
  nChanged 43
		SP:Iteration 32Q (124831.320000 sec): 3 clusters
  Score: Raw -445832.435622 + Penalty 2785.488536 = -443046.947085
  nChanged 42
		SP:Iteration 33Q (124831.490000 sec): 3 clusters
  Score: Raw -445852.315173 + Penalty 2785.488536 = -443066.826637
  nChanged 44
		SP:Iteration 34Q (124831.690000 sec): 3 clusters
  Score: Raw -445871.674224 + Penalty 2785.488536 = -443086.185688
  nChanged 38
		SP:Iteration 35Q (124831.850000 sec): 3 clusters
  Score: Raw -445887.660837 + Penalty 2785.488536 = -443102.172301
  nChanged 42
		SP:Iteration 36Q (124832.010000 sec): 3 clusters
  Score: Raw -445905.128652 + Penalty 2785.488536 = -443119.640116
  nChanged 41
		SP:Iteration 37Q (124832.210000 sec): 3 clusters
  Score: Raw -445922.553317 + Penalty 2785.488536 = -443137.064780
  nChanged 34
		SP:Iteration 38Q (124832.380000 sec): 3 clusters
  Score: Raw -445934.763083 + Penalty 2785.488536 = -443149.274547
  nChanged 29
		SP:Iteration 39Q (124832.550000 sec): 3 clusters
  Score: Raw -445945.348332 + Penalty 2785.488536 = -443159.859795
  nChanged 26
		SP:Iteration 40F (124832.760000 sec): 3 clusters
  Score: Raw -445953.178728 + Penalty 2785.488536 = -443167.690192
  nChanged 19
		SP:Iteration 41Q (124832.890000 sec): 3 clusters
  Score: Raw -445959.496525 + Penalty 2785.488536 = -443174.007988
  nChanged 18
		SP:Iteration 42Q (124833.090000 sec): 3 clusters
  Score: Raw -445964.689796 + Penalty 2785.488536 = -443179.201260
  nChanged 20
		SP:Iteration 43Q (124833.250000 sec): 3 clusters
  Score: Raw -445971.705393 + Penalty 2785.488536 = -443186.216856
  nChanged 15
		SP:Iteration 44Q (124833.400000 sec): 3 clusters
  Score: Raw -445976.569733 + Penalty 2785.488536 = -443191.081197
  nChanged 10
		SP:Iteration 45Q (124833.550000 sec): 3 clusters
  Score: Raw -445979.008444 + Penalty 2785.488536 = -443193.519908
  nChanged 9
		SP:Iteration 46Q (124833.710000 sec): 3 clusters
  Score: Raw -445980.747475 + Penalty 2785.488536 = -443195.258938
  nChanged 6
		SP:Iteration 47Q (124833.870000 sec): 3 clusters
  Score: Raw -445981.912897 + Penalty 2785.488536 = -443196.424360
  nChanged 5
		SP:Iteration 48Q (124834.020000 sec): 3 clusters
  Score: Raw -445983.194355 + Penalty 2785.488536 = -443197.705819
  nChanged 4
		SP:Iteration 49Q (124834.190000 sec): 3 clusters
  Score: Raw -445984.235021 + Penalty 2785.488536 = -443198.746484
  nChanged 1
		SP:Iteration 50Q (124834.360000 sec): 3 clusters
  Score: Raw -445984.429869 + Penalty 2785.488536 = -443198.941333
  nChanged 1
		SP:Iteration 51Q (124834.530000 sec): 3 clusters
  Score: Raw -445984.488377 + Penalty 2785.488536 = -443198.999840
  nChanged 0
		SP:Iteration 52F (124834.690000 sec): 3 clusters
  Score: Raw -445984.488377 + Penalty 2785.488536 = -443198.999840
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 4 (4420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124834.790000 sec): 2 clusters
  Score: Raw -373260.298264 + Penalty 1364.007933 = -371896.290330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124834.960000 sec): 3 clusters
  Score: Raw -371018.602002 + Penalty 2728.015867 = -368290.586135
  nChanged 1759
		SP:Iteration 1F (124835.130000 sec): 3 clusters
  Score: Raw -371943.310254 + Penalty 2728.015867 = -369215.294387
  nChanged 313
		SP:Iteration 2F (124835.310000 sec): 3 clusters
  Score: Raw -372145.574653 + Penalty 2728.015867 = -369417.558786
  nChanged 276
		SP:Iteration 3F (124835.480000 sec): 3 clusters
  Score: Raw -372286.956840 + Penalty 2728.015867 = -369558.940973
  nChanged 200
		SP:Iteration 4Q (124835.650000 sec): 3 clusters
  Score: Raw -372387.037928 + Penalty 2728.015867 = -369659.022061
  nChanged 176
		SP:Iteration 5Q (124835.820000 sec): 3 clusters
  Score: Raw -372483.197330 + Penalty 2728.015867 = -369755.181463
  nChanged 161
		SP:Iteration 6Q (124836.000000 sec): 3 clusters
  Score: Raw -372568.111577 + Penalty 2728.015867 = -369840.095710
  nChanged 129
		SP:Iteration 7Q (124836.160000 sec): 3 clusters
  Score: Raw -372633.890286 + Penalty 2728.015867 = -369905.874419
  nChanged 125
		SP:Iteration 8Q (124836.320000 sec): 3 clusters
  Score: Raw -372689.735514 + Penalty 2728.015867 = -369961.719647
  nChanged 108
		SP:Iteration 9Q (124836.490000 sec): 3 clusters
  Score: Raw -372734.785513 + Penalty 2728.015867 = -370006.769646
  nChanged 108
		SP:Iteration 10Q (124836.660000 sec): 3 clusters
  Score: Raw -372787.823238 + Penalty 2728.015867 = -370059.807372
  nChanged 114
		SP:Iteration 11Q (124836.830000 sec): 3 clusters
  Score: Raw -372849.725824 + Penalty 2728.015867 = -370121.709958
  nChanged 124
		SP:Iteration 12Q (124836.990000 sec): 3 clusters
  Score: Raw -372917.634280 + Penalty 2728.015867 = -370189.618413
  nChanged 127
		SP:Iteration 13Q (124837.150000 sec): 3 clusters
  Score: Raw -372986.974708 + Penalty 2728.015867 = -370258.958841
  nChanged 116
		SP:Iteration 14Q (124837.320000 sec): 3 clusters
  Score: Raw -373046.001946 + Penalty 2728.015867 = -370317.986079
  nChanged 98
		SP:Iteration 15Q (124837.520000 sec): 3 clusters
  Score: Raw -373099.232600 + Penalty 2728.015867 = -370371.216733
  nChanged 87
		SP:Iteration 16Q (124837.690000 sec): 3 clusters
  Score: Raw -373153.742199 + Penalty 2728.015867 = -370425.726332
  nChanged 91
		SP:Iteration 17Q (124837.870000 sec): 3 clusters
  Score: Raw -373219.467605 + Penalty 2728.015867 = -370491.451738
  nChanged 95
		SP:Iteration 18Q (124838.040000 sec): 3 clusters
  Score: Raw -373278.994722 + Penalty 2728.015867 = -370550.978855
  nChanged 74
		SP:Iteration 19Q (124838.220000 sec): 3 clusters
  Score: Raw -373325.857297 + Penalty 2728.015867 = -370597.841430
  nChanged 58
		SP:Iteration 20F (124838.390000 sec): 3 clusters
  Score: Raw -373356.467358 + Penalty 2728.015867 = -370628.451491
  nChanged 48
		SP:Iteration 21Q (124838.570000 sec): 3 clusters
  Score: Raw -373375.878086 + Penalty 2728.015867 = -370647.862219
  nChanged 34
		SP:Iteration 22Q (124838.750000 sec): 3 clusters
  Score: Raw -373389.770010 + Penalty 2728.015867 = -370661.754143
  nChanged 33
		SP:Iteration 23Q (124838.920000 sec): 3 clusters
  Score: Raw -373405.003288 + Penalty 2728.015867 = -370676.987421
  nChanged 24
		SP:Iteration 24Q (124839.090000 sec): 3 clusters
  Score: Raw -373416.560249 + Penalty 2728.015867 = -370688.544382
  nChanged 24
		SP:Iteration 25Q (124839.270000 sec): 3 clusters
  Score: Raw -373429.408431 + Penalty 2728.015867 = -370701.392565
  nChanged 26
		SP:Iteration 26Q (124839.450000 sec): 3 clusters
  Score: Raw -373441.851111 + Penalty 2728.015867 = -370713.835244
  nChanged 25
		SP:Iteration 27Q (124839.620000 sec): 3 clusters
  Score: Raw -373451.839531 + Penalty 2728.015867 = -370723.823664
  nChanged 19
		SP:Iteration 28Q (124839.790000 sec): 3 clusters
  Score: Raw -373460.536920 + Penalty 2728.015867 = -370732.521053
  nChanged 22
		SP:Iteration 29Q (124839.940000 sec): 3 clusters
  Score: Raw -373472.109385 + Penalty 2728.015867 = -370744.093519
  nChanged 27
		SP:Iteration 30Q (124840.080000 sec): 3 clusters
  Score: Raw -373485.664247 + Penalty 2728.015867 = -370757.648380
  nChanged 30
		SP:Iteration 31Q (124840.210000 sec): 3 clusters
  Score: Raw -373502.066500 + Penalty 2728.015867 = -370774.050633
  nChanged 21
		SP:Iteration 32Q (124840.360000 sec): 3 clusters
  Score: Raw -373510.918765 + Penalty 2728.015867 = -370782.902898
  nChanged 22
		SP:Iteration 33Q (124840.530000 sec): 3 clusters
  Score: Raw -373520.612932 + Penalty 2728.015867 = -370792.597065
  nChanged 18
		SP:Iteration 34Q (124840.700000 sec): 3 clusters
  Score: Raw -373529.014219 + Penalty 2728.015867 = -370800.998352
  nChanged 18
		SP:Iteration 35Q (124840.880000 sec): 3 clusters
  Score: Raw -373542.524945 + Penalty 2728.015867 = -370814.509078
  nChanged 21
		SP:Iteration 36Q (124841.050000 sec): 3 clusters
  Score: Raw -373555.655415 + Penalty 2728.015867 = -370827.639548
  nChanged 13
		SP:Iteration 37Q (124841.220000 sec): 3 clusters
  Score: Raw -373560.950882 + Penalty 2728.015867 = -370832.935015
  nChanged 7
		SP:Iteration 38Q (124841.400000 sec): 3 clusters
  Score: Raw -373564.653645 + Penalty 2728.015867 = -370836.637778
  nChanged 9
		SP:Iteration 39Q (124841.570000 sec): 3 clusters
  Score: Raw -373568.008629 + Penalty 2728.015867 = -370839.992762
  nChanged 6
		SP:Iteration 40F (124841.740000 sec): 3 clusters
  Score: Raw -373570.188183 + Penalty 2728.015867 = -370842.172316
  nChanged 6
		SP:Iteration 41Q (124841.920000 sec): 3 clusters
  Score: Raw -373572.520085 + Penalty 2728.015867 = -370844.504218
  nChanged 4
		SP:Iteration 42Q (124842.090000 sec): 3 clusters
  Score: Raw -373573.557796 + Penalty 2728.015867 = -370845.541930
  nChanged 3
		SP:Iteration 43Q (124842.260000 sec): 3 clusters
  Score: Raw -373574.924503 + Penalty 2728.015867 = -370846.908636
  nChanged 5
		SP:Iteration 44Q (124842.430000 sec): 3 clusters
  Score: Raw -373576.696555 + Penalty 2728.015867 = -370848.680688
  nChanged 1
		SP:Iteration 45Q (124842.610000 sec): 3 clusters
  Score: Raw -373577.089725 + Penalty 2728.015867 = -370849.073858
  nChanged 0
		SP:Iteration 46F (124842.780000 sec): 3 clusters
  Score: Raw -373577.089725 + Penalty 2728.015867 = -370849.073858
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 5 (6833 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124842.880000 sec): 2 clusters
  Score: Raw -565480.040505 + Penalty 1434.796853 = -564045.243652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124843.090000 sec): 3 clusters
  Score: Raw -561743.975021 + Penalty 2869.593706 = -558874.381315
  nChanged 2858
		SP:Iteration 1F (124843.290000 sec): 3 clusters
  Score: Raw -563299.964782 + Penalty 2869.593706 = -560430.371076
  nChanged 436
		SP:Iteration 2F (124843.490000 sec): 3 clusters
  Score: Raw -563494.213790 + Penalty 2869.593706 = -560624.620084
  nChanged 338
		SP:Iteration 3Q (124843.690000 sec): 3 clusters
  Score: Raw -563657.027923 + Penalty 2869.593706 = -560787.434217
  nChanged 313
		SP:Iteration 4Q (124843.890000 sec): 3 clusters
  Score: Raw -563812.630172 + Penalty 2869.593706 = -560943.036466
  nChanged 288
		SP:Iteration 5Q (124844.090000 sec): 3 clusters
  Score: Raw -563944.096411 + Penalty 2869.593706 = -561074.502705
  nChanged 227
		SP:Iteration 6Q (124844.290000 sec): 3 clusters
  Score: Raw -564047.457301 + Penalty 2869.593706 = -561177.863595
  nChanged 236
		SP:Iteration 7Q (124844.480000 sec): 3 clusters
  Score: Raw -564163.212940 + Penalty 2869.593706 = -561293.619234
  nChanged 229
		SP:Iteration 8Q (124844.710000 sec): 3 clusters
  Score: Raw -564285.150459 + Penalty 2869.593706 = -561415.556754
  nChanged 260
		SP:Iteration 9Q (124844.910000 sec): 3 clusters
  Score: Raw -564437.838967 + Penalty 2869.593706 = -561568.245261
  nChanged 255
		SP:Iteration 10Q (124845.110000 sec): 3 clusters
  Score: Raw -564596.318803 + Penalty 2869.593706 = -561726.725098
  nChanged 239
		SP:Iteration 11Q (124845.310000 sec): 3 clusters
  Score: Raw -564751.419652 + Penalty 2869.593706 = -561881.825946
  nChanged 229
		SP:Iteration 12Q (124845.490000 sec): 3 clusters
  Score: Raw -564897.284287 + Penalty 2869.593706 = -562027.690581
  nChanged 221
		SP:Iteration 13Q (124845.700000 sec): 3 clusters
  Score: Raw -565042.839486 + Penalty 2869.593706 = -562173.245780
  nChanged 205
		SP:Iteration 14Q (124845.900000 sec): 3 clusters
  Score: Raw -565191.261723 + Penalty 2869.593706 = -562321.668017
  nChanged 181
		SP:Iteration 15Q (124846.080000 sec): 3 clusters
  Score: Raw -565317.778411 + Penalty 2869.593706 = -562448.184705
  nChanged 129
		SP:Iteration 16Q (124846.270000 sec): 3 clusters
  Score: Raw -565408.052136 + Penalty 2869.593706 = -562538.458431
  nChanged 109
		SP:Iteration 17Q (124846.460000 sec): 3 clusters
  Score: Raw -565494.081544 + Penalty 2869.593706 = -562624.487838
  nChanged 91
		SP:Iteration 18Q (124846.640000 sec): 3 clusters
  Score: Raw -565552.331158 + Penalty 2869.593706 = -562682.737452
  nChanged 64
		SP:Iteration 19Q (124846.830000 sec): 3 clusters
  Score: Raw -565590.021799 + Penalty 2869.593706 = -562720.428093
  nChanged 54
		SP:Iteration 20F (124847.020000 sec): 3 clusters
  Score: Raw -565630.043382 + Penalty 2869.593706 = -562760.449677
  nChanged 43
		SP:Iteration 21Q (124847.200000 sec): 3 clusters
  Score: Raw -565654.072751 + Penalty 2869.593706 = -562784.479045
  nChanged 35
		SP:Iteration 22Q (124847.390000 sec): 3 clusters
  Score: Raw -565676.863793 + Penalty 2869.593706 = -562807.270087
  nChanged 33
		SP:Iteration 23Q (124847.570000 sec): 3 clusters
  Score: Raw -565701.234258 + Penalty 2869.593706 = -562831.640552
  nChanged 22
		SP:Iteration 24Q (124847.760000 sec): 3 clusters
  Score: Raw -565709.102976 + Penalty 2869.593706 = -562839.509270
  nChanged 9
		SP:Iteration 25Q (124847.940000 sec): 3 clusters
  Score: Raw -565713.079120 + Penalty 2869.593706 = -562843.485415
  nChanged 8
		SP:Iteration 26Q (124848.130000 sec): 3 clusters
  Score: Raw -565716.236370 + Penalty 2869.593706 = -562846.642664
  nChanged 6
		SP:Iteration 27Q (124848.320000 sec): 3 clusters
  Score: Raw -565718.931978 + Penalty 2869.593706 = -562849.338272
  nChanged 1
		SP:Iteration 28Q (124848.500000 sec): 3 clusters
  Score: Raw -565719.173077 + Penalty 2869.593706 = -562849.579371
  nChanged 0
		SP:Iteration 29F (124848.690000 sec): 3 clusters
  Score: Raw -565719.173077 + Penalty 2869.593706 = -562849.579371
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 6 (3744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124848.790000 sec): 2 clusters
  Score: Raw -330298.963894 + Penalty 1337.035349 = -328961.928545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124848.970000 sec): 3 clusters
  Score: Raw -328394.928069 + Penalty 2674.070697 = -325720.857372
  nChanged 1493
		SP:Iteration 1F (124849.140000 sec): 3 clusters
  Score: Raw -329220.764630 + Penalty 2674.070697 = -326546.693933
  nChanged 320
		SP:Iteration 2F (124849.320000 sec): 3 clusters
  Score: Raw -329449.633820 + Penalty 2674.070697 = -326775.563123
  nChanged 258
		SP:Iteration 3F (124849.500000 sec): 3 clusters
  Score: Raw -329624.752910 + Penalty 2674.070697 = -326950.682212
  nChanged 219
		SP:Iteration 4F (124849.670000 sec): 3 clusters
  Score: Raw -329783.218979 + Penalty 2674.070697 = -327109.148281
  nChanged 191
		SP:Iteration 5F (124849.850000 sec): 3 clusters
  Score: Raw -329957.844501 + Penalty 2674.070697 = -327283.773803
  nChanged 181
		SP:Iteration 6Q (124850.020000 sec): 3 clusters
  Score: Raw -330106.771056 + Penalty 2674.070697 = -327432.700359
  nChanged 187
		SP:Iteration 7Q (124850.200000 sec): 3 clusters
  Score: Raw -330257.834410 + Penalty 2674.070697 = -327583.763712
  nChanged 170
		SP:Iteration 8Q (124850.380000 sec): 3 clusters
  Score: Raw -330382.684684 + Penalty 2674.070697 = -327708.613986
  nChanged 135
		SP:Iteration 9Q (124850.550000 sec): 3 clusters
  Score: Raw -330475.871889 + Penalty 2674.070697 = -327801.801192
  nChanged 121
		SP:Iteration 10Q (124850.730000 sec): 3 clusters
  Score: Raw -330547.553390 + Penalty 2674.070697 = -327873.482693
  nChanged 88
		SP:Iteration 11Q (124850.900000 sec): 3 clusters
  Score: Raw -330593.275146 + Penalty 2674.070697 = -327919.204448
  nChanged 63
		SP:Iteration 12Q (124851.080000 sec): 3 clusters
  Score: Raw -330624.027103 + Penalty 2674.070697 = -327949.956405
  nChanged 43
		SP:Iteration 13Q (124851.260000 sec): 3 clusters
  Score: Raw -330641.761417 + Penalty 2674.070697 = -327967.690720
  nChanged 32
		SP:Iteration 14Q (124851.430000 sec): 3 clusters
  Score: Raw -330653.535796 + Penalty 2674.070697 = -327979.465099
  nChanged 18
		SP:Iteration 15Q (124851.610000 sec): 3 clusters
  Score: Raw -330659.928549 + Penalty 2674.070697 = -327985.857852
  nChanged 20
		SP:Iteration 16Q (124851.780000 sec): 3 clusters
  Score: Raw -330667.163225 + Penalty 2674.070697 = -327993.092528
  nChanged 15
		SP:Iteration 17Q (124851.960000 sec): 3 clusters
  Score: Raw -330671.731324 + Penalty 2674.070697 = -327997.660627
  nChanged 13
		SP:Iteration 18Q (124852.130000 sec): 3 clusters
  Score: Raw -330675.863197 + Penalty 2674.070697 = -328001.792499
  nChanged 11
		SP:Iteration 19Q (124852.310000 sec): 3 clusters
  Score: Raw -330679.663801 + Penalty 2674.070697 = -328005.593104
  nChanged 11
		SP:Iteration 20F (124852.480000 sec): 3 clusters
  Score: Raw -330682.336089 + Penalty 2674.070697 = -328008.265391
  nChanged 10
		SP:Iteration 21Q (124852.660000 sec): 3 clusters
  Score: Raw -330684.753344 + Penalty 2674.070697 = -328010.682646
  nChanged 6
		SP:Iteration 22Q (124852.840000 sec): 3 clusters
  Score: Raw -330686.102945 + Penalty 2674.070697 = -328012.032248
  nChanged 4
		SP:Iteration 23Q (124853.010000 sec): 3 clusters
  Score: Raw -330687.367210 + Penalty 2674.070697 = -328013.296513
  nChanged 5
		SP:Iteration 24Q (124853.190000 sec): 3 clusters
  Score: Raw -330688.878874 + Penalty 2674.070697 = -328014.808177
  nChanged 4
		SP:Iteration 25Q (124853.360000 sec): 3 clusters
  Score: Raw -330689.899755 + Penalty 2674.070697 = -328015.829058
  nChanged 2
		SP:Iteration 26Q (124853.540000 sec): 3 clusters
  Score: Raw -330690.374801 + Penalty 2674.070697 = -328016.304104
  nChanged 0
		SP:Iteration 27F (124853.720000 sec): 3 clusters
  Score: Raw -330690.374801 + Penalty 2674.070697 = -328016.304104
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 7 (6791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124853.810000 sec): 2 clusters
  Score: Raw -645764.732711 + Penalty 1433.794941 = -644330.937770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124854.020000 sec): 3 clusters
  Score: Raw -642026.493536 + Penalty 2867.589883 = -639158.903653
  nChanged 2831
		SP:Iteration 1F (124854.220000 sec): 3 clusters
  Score: Raw -643594.524841 + Penalty 2867.589883 = -640726.934958
  nChanged 440
		SP:Iteration 2F (124854.410000 sec): 3 clusters
  Score: Raw -643787.306696 + Penalty 2867.589883 = -640919.716814
  nChanged 324
		SP:Iteration 3Q (124854.610000 sec): 3 clusters
  Score: Raw -643913.420414 + Penalty 2867.589883 = -641045.830531
  nChanged 251
		SP:Iteration 4Q (124854.800000 sec): 3 clusters
  Score: Raw -644002.817734 + Penalty 2867.589883 = -641135.227851
  nChanged 231
		SP:Iteration 5Q (124854.990000 sec): 3 clusters
  Score: Raw -644077.052417 + Penalty 2867.589883 = -641209.462535
  nChanged 162
		SP:Iteration 6Q (124855.170000 sec): 3 clusters
  Score: Raw -644129.624254 + Penalty 2867.589883 = -641262.034371
  nChanged 141
		SP:Iteration 7Q (124855.360000 sec): 3 clusters
  Score: Raw -644176.573406 + Penalty 2867.589883 = -641308.983524
  nChanged 144
		SP:Iteration 8Q (124855.560000 sec): 3 clusters
  Score: Raw -644224.910548 + Penalty 2867.589883 = -641357.320665
  nChanged 156
		SP:Iteration 9Q (124855.760000 sec): 3 clusters
  Score: Raw -644278.182857 + Penalty 2867.589883 = -641410.592974
  nChanged 120
		SP:Iteration 10Q (124855.960000 sec): 3 clusters
  Score: Raw -644315.281628 + Penalty 2867.589883 = -641447.691745
  nChanged 125
		SP:Iteration 11Q (124856.150000 sec): 3 clusters
  Score: Raw -644359.687406 + Penalty 2867.589883 = -641492.097523
  nChanged 133
		SP:Iteration 12Q (124856.380000 sec): 3 clusters
  Score: Raw -644407.055381 + Penalty 2867.589883 = -641539.465498
  nChanged 134
		SP:Iteration 13Q (124856.540000 sec): 3 clusters
  Score: Raw -644460.781433 + Penalty 2867.589883 = -641593.191550
  nChanged 132
		SP:Iteration 14Q (124856.740000 sec): 3 clusters
  Score: Raw -644515.745510 + Penalty 2867.589883 = -641648.155628
  nChanged 135
		SP:Iteration 15Q (124856.940000 sec): 3 clusters
  Score: Raw -644570.087766 + Penalty 2867.589883 = -641702.497884
  nChanged 150
		SP:Iteration 16Q (124857.140000 sec): 3 clusters
  Score: Raw -644644.326482 + Penalty 2867.589883 = -641776.736600
  nChanged 167
		SP:Iteration 17Q (124857.340000 sec): 3 clusters
  Score: Raw -644732.902557 + Penalty 2867.589883 = -641865.312674
  nChanged 179
		SP:Iteration 18Q (124857.540000 sec): 3 clusters
  Score: Raw -644829.151401 + Penalty 2867.589883 = -641961.561518
  nChanged 176
		SP:Iteration 19Q (124857.720000 sec): 3 clusters
  Score: Raw -644928.572273 + Penalty 2867.589883 = -642060.982390
  nChanged 151
		SP:Iteration 20F (124857.910000 sec): 3 clusters
  Score: Raw -644995.158263 + Penalty 2867.589883 = -642127.568380
  nChanged 109
		SP:Iteration 21Q (124858.110000 sec): 3 clusters
  Score: Raw -645033.251048 + Penalty 2867.589883 = -642165.661165
  nChanged 84
		SP:Iteration 22Q (124858.310000 sec): 3 clusters
  Score: Raw -645066.102022 + Penalty 2867.589883 = -642198.512139
  nChanged 90
		SP:Iteration 23Q (124858.520000 sec): 3 clusters
  Score: Raw -645101.120539 + Penalty 2867.589883 = -642233.530656
  nChanged 82
		SP:Iteration 24Q (124858.710000 sec): 3 clusters
  Score: Raw -645130.215666 + Penalty 2867.589883 = -642262.625783
  nChanged 69
		SP:Iteration 25Q (124858.910000 sec): 3 clusters
  Score: Raw -645153.668571 + Penalty 2867.589883 = -642286.078688
  nChanged 64
		SP:Iteration 26Q (124859.120000 sec): 3 clusters
  Score: Raw -645174.848893 + Penalty 2867.589883 = -642307.259010
  nChanged 54
		SP:Iteration 27Q (124859.310000 sec): 3 clusters
  Score: Raw -645190.745324 + Penalty 2867.589883 = -642323.155441
  nChanged 46
		SP:Iteration 28Q (124859.510000 sec): 3 clusters
  Score: Raw -645206.071561 + Penalty 2867.589883 = -642338.481678
  nChanged 44
		SP:Iteration 29Q (124859.710000 sec): 3 clusters
  Score: Raw -645219.048508 + Penalty 2867.589883 = -642351.458625
  nChanged 45
		SP:Iteration 30Q (124859.910000 sec): 3 clusters
  Score: Raw -645232.099691 + Penalty 2867.589883 = -642364.509809
  nChanged 54
		SP:Iteration 31Q (124860.110000 sec): 3 clusters
  Score: Raw -645254.230811 + Penalty 2867.589883 = -642386.640929
  nChanged 60
		SP:Iteration 32Q (124860.300000 sec): 3 clusters
  Score: Raw -645274.711140 + Penalty 2867.589883 = -642407.121257
  nChanged 43
		SP:Iteration 33Q (124860.490000 sec): 3 clusters
  Score: Raw -645291.260577 + Penalty 2867.589883 = -642423.670694
  nChanged 57
		SP:Iteration 34Q (124860.690000 sec): 3 clusters
  Score: Raw -645315.847099 + Penalty 2867.589883 = -642448.257217
  nChanged 58
		SP:Iteration 35Q (124860.890000 sec): 3 clusters
  Score: Raw -645337.482095 + Penalty 2867.589883 = -642469.892212
  nChanged 48
		SP:Iteration 36Q (124861.090000 sec): 3 clusters
  Score: Raw -645355.665766 + Penalty 2867.589883 = -642488.075883
  nChanged 49
		SP:Iteration 37Q (124861.290000 sec): 3 clusters
  Score: Raw -645376.572011 + Penalty 2867.589883 = -642508.982128
  nChanged 41
		SP:Iteration 38Q (124861.480000 sec): 3 clusters
  Score: Raw -645393.317059 + Penalty 2867.589883 = -642525.727177
  nChanged 47
		SP:Iteration 39Q (124861.690000 sec): 3 clusters
  Score: Raw -645411.274031 + Penalty 2867.589883 = -642543.684148
  nChanged 37
		SP:Iteration 40F (124861.880000 sec): 3 clusters
  Score: Raw -645427.363824 + Penalty 2867.589883 = -642559.773941
  nChanged 38
		SP:Iteration 41Q (124862.080000 sec): 3 clusters
  Score: Raw -645442.555183 + Penalty 2867.589883 = -642574.965301
  nChanged 43
		SP:Iteration 42Q (124862.270000 sec): 3 clusters
  Score: Raw -645460.457886 + Penalty 2867.589883 = -642592.868004
  nChanged 36
		SP:Iteration 43Q (124862.470000 sec): 3 clusters
  Score: Raw -645474.777650 + Penalty 2867.589883 = -642607.187767
  nChanged 42
		SP:Iteration 44Q (124862.670000 sec): 3 clusters
  Score: Raw -645494.383086 + Penalty 2867.589883 = -642626.793204
  nChanged 44
		SP:Iteration 45Q (124862.880000 sec): 3 clusters
  Score: Raw -645519.487232 + Penalty 2867.589883 = -642651.897349
  nChanged 38
		SP:Iteration 46Q (124863.080000 sec): 3 clusters
  Score: Raw -645533.972683 + Penalty 2867.589883 = -642666.382801
  nChanged 41
		SP:Iteration 47Q (124863.280000 sec): 3 clusters
  Score: Raw -645551.069861 + Penalty 2867.589883 = -642683.479979
  nChanged 40
		SP:Iteration 48Q (124863.460000 sec): 3 clusters
  Score: Raw -645565.129057 + Penalty 2867.589883 = -642697.539175
  nChanged 37
		SP:Iteration 49Q (124863.650000 sec): 3 clusters
  Score: Raw -645578.294210 + Penalty 2867.589883 = -642710.704328
  nChanged 32
		SP:Iteration 50Q (124863.840000 sec): 3 clusters
  Score: Raw -645592.601422 + Penalty 2867.589883 = -642725.011539
  nChanged 26
		SP:Iteration 51Q (124864.030000 sec): 3 clusters
  Score: Raw -645603.622380 + Penalty 2867.589883 = -642736.032497
  nChanged 27
		SP:Iteration 52Q (124864.230000 sec): 3 clusters
  Score: Raw -645614.253316 + Penalty 2867.589883 = -642746.663433
  nChanged 24
		SP:Iteration 53Q (124864.440000 sec): 3 clusters
  Score: Raw -645622.602136 + Penalty 2867.589883 = -642755.012254
  nChanged 22
		SP:Iteration 54Q (124864.640000 sec): 3 clusters
  Score: Raw -645629.820338 + Penalty 2867.589883 = -642762.230455
  nChanged 29
		SP:Iteration 55Q (124864.840000 sec): 3 clusters
  Score: Raw -645641.651715 + Penalty 2867.589883 = -642774.061833
  nChanged 25
		SP:Iteration 56Q (124865.040000 sec): 3 clusters
  Score: Raw -645650.920368 + Penalty 2867.589883 = -642783.330485
  nChanged 18
		SP:Iteration 57Q (124865.240000 sec): 3 clusters
  Score: Raw -645657.047778 + Penalty 2867.589883 = -642789.457896
  nChanged 18
		SP:Iteration 58Q (124865.440000 sec): 3 clusters
  Score: Raw -645663.980041 + Penalty 2867.589883 = -642796.390158
  nChanged 17
		SP:Iteration 59Q (124865.640000 sec): 3 clusters
  Score: Raw -645670.853956 + Penalty 2867.589883 = -642803.264073
  nChanged 16
		SP:Iteration 60F (124865.840000 sec): 3 clusters
  Score: Raw -645676.725661 + Penalty 2867.589883 = -642809.135779
  nChanged 10
		SP:Iteration 61Q (124866.040000 sec): 3 clusters
  Score: Raw -645680.819151 + Penalty 2867.589883 = -642813.229269
  nChanged 12
		SP:Iteration 62Q (124866.230000 sec): 3 clusters
  Score: Raw -645684.206956 + Penalty 2867.589883 = -642816.617073
  nChanged 13
		SP:Iteration 63Q (124866.440000 sec): 3 clusters
  Score: Raw -645688.348656 + Penalty 2867.589883 = -642820.758773
  nChanged 16
		SP:Iteration 64Q (124866.630000 sec): 3 clusters
  Score: Raw -645694.169030 + Penalty 2867.589883 = -642826.579148
  nChanged 15
		SP:Iteration 65Q (124866.830000 sec): 3 clusters
  Score: Raw -645699.829111 + Penalty 2867.589883 = -642832.239229
  nChanged 17
		SP:Iteration 66Q (124867.040000 sec): 3 clusters
  Score: Raw -645705.765608 + Penalty 2867.589883 = -642838.175725
  nChanged 14
		SP:Iteration 67Q (124867.280000 sec): 3 clusters
  Score: Raw -645714.213258 + Penalty 2867.589883 = -642846.623376
  nChanged 19
		SP:Iteration 68Q (124867.490000 sec): 3 clusters
  Score: Raw -645721.833115 + Penalty 2867.589883 = -642854.243232
  nChanged 11
		SP:Iteration 69Q (124867.660000 sec): 3 clusters
  Score: Raw -645726.145248 + Penalty 2867.589883 = -642858.555366
  nChanged 14
		SP:Iteration 70Q (124867.860000 sec): 3 clusters
  Score: Raw -645730.910527 + Penalty 2867.589883 = -642863.320645
  nChanged 12
		SP:Iteration 71Q (124868.050000 sec): 3 clusters
  Score: Raw -645735.774162 + Penalty 2867.589883 = -642868.184279
  nChanged 14
		SP:Iteration 72Q (124868.240000 sec): 3 clusters
  Score: Raw -645743.389406 + Penalty 2867.589883 = -642875.799524
  nChanged 19
		SP:Iteration 73Q (124868.430000 sec): 3 clusters
  Score: Raw -645754.569176 + Penalty 2867.589883 = -642886.979293
  nChanged 16
		SP:Iteration 74Q (124868.620000 sec): 3 clusters
  Score: Raw -645760.867003 + Penalty 2867.589883 = -642893.277120
  nChanged 12
		SP:Iteration 75Q (124868.810000 sec): 3 clusters
  Score: Raw -645766.604190 + Penalty 2867.589883 = -642899.014308
  nChanged 14
		SP:Iteration 76Q (124869.000000 sec): 3 clusters
  Score: Raw -645772.044569 + Penalty 2867.589883 = -642904.454687
  nChanged 11
		SP:Iteration 77Q (124869.180000 sec): 3 clusters
  Score: Raw -645776.208440 + Penalty 2867.589883 = -642908.618557
  nChanged 11
		SP:Iteration 78Q (124869.380000 sec): 3 clusters
  Score: Raw -645780.308359 + Penalty 2867.589883 = -642912.718476
  nChanged 6
		SP:Iteration 79Q (124869.590000 sec): 3 clusters
  Score: Raw -645782.704403 + Penalty 2867.589883 = -642915.114520
  nChanged 3
		SP:Iteration 80F (124869.780000 sec): 3 clusters
  Score: Raw -645784.331931 + Penalty 2867.589883 = -642916.742048
  nChanged 5
		SP:Iteration 81Q (124869.980000 sec): 3 clusters
  Score: Raw -645786.844354 + Penalty 2867.589883 = -642919.254472
  nChanged 3
		SP:Iteration 82Q (124870.190000 sec): 3 clusters
  Score: Raw -645787.890726 + Penalty 2867.589883 = -642920.300843
  nChanged 4
		SP:Iteration 83Q (124870.370000 sec): 3 clusters
  Score: Raw -645789.580859 + Penalty 2867.589883 = -642921.990977
  nChanged 5
		SP:Iteration 84Q (124870.570000 sec): 3 clusters
  Score: Raw -645791.287131 + Penalty 2867.589883 = -642923.697248
  nChanged 4
		SP:Iteration 85Q (124870.750000 sec): 3 clusters
  Score: Raw -645792.312456 + Penalty 2867.589883 = -642924.722573
  nChanged 3
		SP:Iteration 86Q (124870.970000 sec): 3 clusters
  Score: Raw -645793.410831 + Penalty 2867.589883 = -642925.820948
  nChanged 0
		SP:Iteration 87F (124871.150000 sec): 3 clusters
  Score: Raw -645793.410831 + Penalty 2867.589883 = -642925.820948
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 8 (13779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124871.320000 sec): 2 clusters
  Score: Raw -1176629.627798 + Penalty 1548.771408 = -1175080.856390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124871.530000 sec): 3 clusters
  Score: Raw -1168606.026454 + Penalty 3097.542816 = -1165508.483638
  nChanged 6050
		SP:Iteration 1F (124871.740000 sec): 3 clusters
  Score: Raw -1171991.416848 + Penalty 3097.542816 = -1168893.874031
  nChanged 818
		SP:Iteration 2F (124871.960000 sec): 3 clusters
  Score: Raw -1172387.889244 + Penalty 3097.542816 = -1169290.346427
  nChanged 848
		SP:Iteration 3F (124872.160000 sec): 3 clusters
  Score: Raw -1172864.934072 + Penalty 3097.542816 = -1169767.391256
  nChanged 857
		SP:Iteration 4F (124872.420000 sec): 3 clusters
  Score: Raw -1173365.529189 + Penalty 3097.542816 = -1170267.986373
  nChanged 844
		SP:Iteration 5F (124872.630000 sec): 3 clusters
  Score: Raw -1173899.254390 + Penalty 3097.542816 = -1170801.711574
  nChanged 802
		SP:Iteration 6F (124872.840000 sec): 3 clusters
  Score: Raw -1174370.786606 + Penalty 3097.542816 = -1171273.243790
  nChanged 687
		SP:Iteration 7Q (124873.150000 sec): 3 clusters
  Score: Raw -1174725.243268 + Penalty 3097.542816 = -1171627.700451
  nChanged 543
		SP:Iteration 8Q (124873.320000 sec): 3 clusters
  Score: Raw -1174951.797947 + Penalty 3097.542816 = -1171854.255130
  nChanged 429
		SP:Iteration 9Q (124873.620000 sec): 3 clusters
  Score: Raw -1175104.870162 + Penalty 3097.542816 = -1172007.327346
  nChanged 350
		SP:Iteration 10Q (124873.860000 sec): 3 clusters
  Score: Raw -1175217.193934 + Penalty 3097.542816 = -1172119.651118
  nChanged 278
		SP:Iteration 11Q (124874.100000 sec): 3 clusters
  Score: Raw -1175301.253922 + Penalty 3097.542816 = -1172203.711106
  nChanged 225
		SP:Iteration 12Q (124874.350000 sec): 3 clusters
  Score: Raw -1175355.489309 + Penalty 3097.542816 = -1172257.946492
  nChanged 180
		SP:Iteration 13Q (124874.610000 sec): 3 clusters
  Score: Raw -1175393.084664 + Penalty 3097.542816 = -1172295.541848
  nChanged 133
		SP:Iteration 14Q (124874.880000 sec): 3 clusters
  Score: Raw -1175421.877875 + Penalty 3097.542816 = -1172324.335059
  nChanged 130
		SP:Iteration 15Q (124875.210000 sec): 3 clusters
  Score: Raw -1175444.060733 + Penalty 3097.542816 = -1172346.517917
  nChanged 111
		SP:Iteration 16Q (124875.460000 sec): 3 clusters
  Score: Raw -1175462.994396 + Penalty 3097.542816 = -1172365.451580
  nChanged 94
		SP:Iteration 17Q (124875.700000 sec): 3 clusters
  Score: Raw -1175476.977050 + Penalty 3097.542816 = -1172379.434234
  nChanged 84
		SP:Iteration 18Q (124875.990000 sec): 3 clusters
  Score: Raw -1175488.936027 + Penalty 3097.542816 = -1172391.393211
  nChanged 85
		SP:Iteration 19Q (124876.160000 sec): 3 clusters
  Score: Raw -1175500.895603 + Penalty 3097.542816 = -1172403.352787
  nChanged 75
		SP:Iteration 20F (124876.420000 sec): 3 clusters
  Score: Raw -1175512.134533 + Penalty 3097.542816 = -1172414.591717
  nChanged 63
		SP:Iteration 21Q (124876.720000 sec): 3 clusters
  Score: Raw -1175520.130385 + Penalty 3097.542816 = -1172422.587568
  nChanged 54
		SP:Iteration 22Q (124876.910000 sec): 3 clusters
  Score: Raw -1175527.957880 + Penalty 3097.542816 = -1172430.415064
  nChanged 55
		SP:Iteration 23Q (124877.220000 sec): 3 clusters
  Score: Raw -1175534.065796 + Penalty 3097.542816 = -1172436.522979
  nChanged 46
		SP:Iteration 24Q (124877.490000 sec): 3 clusters
  Score: Raw -1175538.325223 + Penalty 3097.542816 = -1172440.782407
  nChanged 46
		SP:Iteration 25Q (124877.740000 sec): 3 clusters
  Score: Raw -1175542.917836 + Penalty 3097.542816 = -1172445.375020
  nChanged 42
		SP:Iteration 26Q (124877.970000 sec): 3 clusters
  Score: Raw -1175547.394025 + Penalty 3097.542816 = -1172449.851208
  nChanged 31
		SP:Iteration 27Q (124878.240000 sec): 3 clusters
  Score: Raw -1175550.753214 + Penalty 3097.542816 = -1172453.210397
  nChanged 30
		SP:Iteration 28Q (124878.550000 sec): 3 clusters
  Score: Raw -1175553.215335 + Penalty 3097.542816 = -1172455.672519
  nChanged 31
		SP:Iteration 29Q (124878.830000 sec): 3 clusters
  Score: Raw -1175556.390512 + Penalty 3097.542816 = -1172458.847696
  nChanged 29
		SP:Iteration 30Q (124879.050000 sec): 3 clusters
  Score: Raw -1175558.710844 + Penalty 3097.542816 = -1172461.168028
  nChanged 21
		SP:Iteration 31Q (124879.300000 sec): 3 clusters
  Score: Raw -1175561.117320 + Penalty 3097.542816 = -1172463.574504
  nChanged 23
		SP:Iteration 32Q (124879.570000 sec): 3 clusters
  Score: Raw -1175563.389013 + Penalty 3097.542816 = -1172465.846197
  nChanged 29
		SP:Iteration 33Q (124879.840000 sec): 3 clusters
  Score: Raw -1175566.541299 + Penalty 3097.542816 = -1172468.998483
  nChanged 30
		SP:Iteration 34Q (124880.110000 sec): 3 clusters
  Score: Raw -1175569.347172 + Penalty 3097.542816 = -1172471.804356
  nChanged 24
		SP:Iteration 35Q (124880.420000 sec): 3 clusters
  Score: Raw -1175570.945056 + Penalty 3097.542816 = -1172473.402239
  nChanged 18
		SP:Iteration 36Q (124880.700000 sec): 3 clusters
  Score: Raw -1175572.167953 + Penalty 3097.542816 = -1172474.625136
  nChanged 11
		SP:Iteration 37Q (124880.970000 sec): 3 clusters
  Score: Raw -1175572.858048 + Penalty 3097.542816 = -1172475.315232
  nChanged 6
		SP:Iteration 38Q (124881.250000 sec): 3 clusters
  Score: Raw -1175573.256266 + Penalty 3097.542816 = -1172475.713449
  nChanged 12
		SP:Iteration 39Q (124881.480000 sec): 3 clusters
  Score: Raw -1175574.125801 + Penalty 3097.542816 = -1172476.582984
  nChanged 12
		SP:Iteration 40F (124881.750000 sec): 3 clusters
  Score: Raw -1175575.328320 + Penalty 3097.542816 = -1172477.785503
  nChanged 8
		SP:Iteration 41Q (124882.020000 sec): 3 clusters
  Score: Raw -1175575.887029 + Penalty 3097.542816 = -1172478.344213
  nChanged 11
		SP:Iteration 42Q (124882.290000 sec): 3 clusters
  Score: Raw -1175576.656659 + Penalty 3097.542816 = -1172479.113843
  nChanged 8
		SP:Iteration 43Q (124882.550000 sec): 3 clusters
  Score: Raw -1175577.239269 + Penalty 3097.542816 = -1172479.696453
  nChanged 6
		SP:Iteration 44Q (124882.800000 sec): 3 clusters
  Score: Raw -1175577.759974 + Penalty 3097.542816 = -1172480.217157
  nChanged 10
		SP:Iteration 45Q (124883.060000 sec): 3 clusters
  Score: Raw -1175578.537396 + Penalty 3097.542816 = -1172480.994580
  nChanged 11
		SP:Iteration 46Q (124883.330000 sec): 3 clusters
  Score: Raw -1175579.342204 + Penalty 3097.542816 = -1172481.799388
  nChanged 11
		SP:Iteration 47Q (124883.550000 sec): 3 clusters
  Score: Raw -1175580.257332 + Penalty 3097.542816 = -1172482.714515
  nChanged 10
		SP:Iteration 48Q (124883.860000 sec): 3 clusters
  Score: Raw -1175581.002068 + Penalty 3097.542816 = -1172483.459252
  nChanged 8
		SP:Iteration 49Q (124884.100000 sec): 3 clusters
  Score: Raw -1175581.785933 + Penalty 3097.542816 = -1172484.243117
  nChanged 11
		SP:Iteration 50Q (124884.400000 sec): 3 clusters
  Score: Raw -1175582.567870 + Penalty 3097.542816 = -1172485.025054
  nChanged 8
		SP:Iteration 51Q (124884.680000 sec): 3 clusters
  Score: Raw -1175583.031524 + Penalty 3097.542816 = -1172485.488707
  nChanged 8
		SP:Iteration 52Q (124884.950000 sec): 3 clusters
  Score: Raw -1175583.505240 + Penalty 3097.542816 = -1172485.962424
  nChanged 6
		SP:Iteration 53Q (124885.180000 sec): 3 clusters
  Score: Raw -1175583.874595 + Penalty 3097.542816 = -1172486.331778
  nChanged 3
		SP:Iteration 54Q (124885.410000 sec): 3 clusters
  Score: Raw -1175584.059958 + Penalty 3097.542816 = -1172486.517142
  nChanged 3
		SP:Iteration 55Q (124885.720000 sec): 3 clusters
  Score: Raw -1175584.248461 + Penalty 3097.542816 = -1172486.705645
  nChanged 1
		SP:Iteration 56Q (124885.940000 sec): 3 clusters
  Score: Raw -1175584.293527 + Penalty 3097.542816 = -1172486.750710
  nChanged 1
		SP:Iteration 57Q (124886.260000 sec): 3 clusters
  Score: Raw -1175584.337450 + Penalty 3097.542816 = -1172486.794634
  nChanged 0
		SP:Iteration 58F (124886.440000 sec): 3 clusters
  Score: Raw -1175584.337450 + Penalty 3097.542816 = -1172486.794634
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 9 (23450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124886.650000 sec): 2 clusters
  Score: Raw -2051198.829652 + Penalty 1635.176688 = -2049563.652963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124886.960000 sec): 3 clusters
  Score: Raw -2036908.264140 + Penalty 3270.353377 = -2033637.910763
  nChanged 10606
		SP:Iteration 1F (124887.280000 sec): 3 clusters
  Score: Raw -2042901.482865 + Penalty 3270.353377 = -2039631.129489
  nChanged 1216
		SP:Iteration 2F (124887.570000 sec): 3 clusters
  Score: Raw -2043437.660482 + Penalty 3270.353377 = -2040167.307106
  nChanged 1302
		SP:Iteration 3F (124887.880000 sec): 3 clusters
  Score: Raw -2044061.875953 + Penalty 3270.353377 = -2040791.522576
  nChanged 1349
		SP:Iteration 4F (124888.140000 sec): 3 clusters
  Score: Raw -2044837.632102 + Penalty 3270.353377 = -2041567.278726
  nChanged 1540
		SP:Iteration 5F (124888.460000 sec): 3 clusters
  Score: Raw -2045838.110246 + Penalty 3270.353377 = -2042567.756869
  nChanged 1636
		SP:Iteration 6F (124888.770000 sec): 3 clusters
  Score: Raw -2047095.025037 + Penalty 3270.353377 = -2043824.671660
  nChanged 1680
		SP:Iteration 7F (124889.150000 sec): 3 clusters
  Score: Raw -2048554.537924 + Penalty 3270.353377 = -2045284.184547
  nChanged 1388
		SP:Iteration 8F (124889.430000 sec): 3 clusters
  Score: Raw -2049903.677261 + Penalty 3270.353377 = -2046633.323884
  nChanged 965
		SP:Iteration 9Q (124889.790000 sec): 3 clusters
  Score: Raw -2050760.186203 + Penalty 3270.353377 = -2047489.832827
  nChanged 623
		SP:Iteration 10Q (124890.070000 sec): 3 clusters
  Score: Raw -2051092.455014 + Penalty 3270.353377 = -2047822.101637
  nChanged 376
		SP:Iteration 11Q (124890.380000 sec): 3 clusters
  Score: Raw -2051258.505330 + Penalty 3270.353377 = -2047988.151953
  nChanged 276
		SP:Iteration 12Q (124890.680000 sec): 3 clusters
  Score: Raw -2051355.224234 + Penalty 3270.353377 = -2048084.870858
  nChanged 206
		SP:Iteration 13Q (124891.040000 sec): 3 clusters
  Score: Raw -2051421.888257 + Penalty 3270.353377 = -2048151.534881
  nChanged 172
		SP:Iteration 14Q (124891.340000 sec): 3 clusters
  Score: Raw -2051468.459157 + Penalty 3270.353377 = -2048198.105781
  nChanged 145
		SP:Iteration 15Q (124891.670000 sec): 3 clusters
  Score: Raw -2051505.349398 + Penalty 3270.353377 = -2048234.996021
  nChanged 129
		SP:Iteration 16Q (124891.980000 sec): 3 clusters
  Score: Raw -2051536.036996 + Penalty 3270.353377 = -2048265.683620
  nChanged 123
		SP:Iteration 17Q (124892.290000 sec): 3 clusters
  Score: Raw -2051566.565026 + Penalty 3270.353377 = -2048296.211649
  nChanged 124
		SP:Iteration 18Q (124892.600000 sec): 3 clusters
  Score: Raw -2051593.055330 + Penalty 3270.353377 = -2048322.701954
  nChanged 108
		SP:Iteration 19Q (124892.920000 sec): 3 clusters
  Score: Raw -2051616.307960 + Penalty 3270.353377 = -2048345.954584
  nChanged 92
		SP:Iteration 20F (124893.230000 sec): 3 clusters
  Score: Raw -2051633.999065 + Penalty 3270.353377 = -2048363.645689
  nChanged 79
		SP:Iteration 21Q (124893.540000 sec): 3 clusters
  Score: Raw -2051646.472689 + Penalty 3270.353377 = -2048376.119312
  nChanged 59
		SP:Iteration 22Q (124893.850000 sec): 3 clusters
  Score: Raw -2051653.684572 + Penalty 3270.353377 = -2048383.331195
  nChanged 47
		SP:Iteration 23Q (124894.220000 sec): 3 clusters
  Score: Raw -2051658.805423 + Penalty 3270.353377 = -2048388.452046
  nChanged 43
		SP:Iteration 24Q (124894.520000 sec): 3 clusters
  Score: Raw -2051664.222028 + Penalty 3270.353377 = -2048393.868652
  nChanged 36
		SP:Iteration 25Q (124894.830000 sec): 3 clusters
  Score: Raw -2051668.511211 + Penalty 3270.353377 = -2048398.157835
  nChanged 27
		SP:Iteration 26Q (124895.140000 sec): 3 clusters
  Score: Raw -2051672.432943 + Penalty 3270.353377 = -2048402.079567
  nChanged 32
		SP:Iteration 27Q (124895.450000 sec): 3 clusters
  Score: Raw -2051676.139695 + Penalty 3270.353377 = -2048405.786319
  nChanged 30
		SP:Iteration 28Q (124895.800000 sec): 3 clusters
  Score: Raw -2051679.143676 + Penalty 3270.353377 = -2048408.790299
  nChanged 34
		SP:Iteration 29Q (124896.110000 sec): 3 clusters
  Score: Raw -2051682.628602 + Penalty 3270.353377 = -2048412.275225
  nChanged 36
		SP:Iteration 30Q (124896.420000 sec): 3 clusters
  Score: Raw -2051685.932907 + Penalty 3270.353377 = -2048415.579531
  nChanged 19
		SP:Iteration 31Q (124896.710000 sec): 3 clusters
  Score: Raw -2051687.371495 + Penalty 3270.353377 = -2048417.018118
  nChanged 18
		SP:Iteration 32Q (124897.000000 sec): 3 clusters
  Score: Raw -2051688.609849 + Penalty 3270.353377 = -2048418.256473
  nChanged 16
		SP:Iteration 33Q (124897.300000 sec): 3 clusters
  Score: Raw -2051690.211745 + Penalty 3270.353377 = -2048419.858369
  nChanged 18
		SP:Iteration 34Q (124897.640000 sec): 3 clusters
  Score: Raw -2051691.851241 + Penalty 3270.353377 = -2048421.497864
  nChanged 20
		SP:Iteration 35Q (124897.950000 sec): 3 clusters
  Score: Raw -2051693.568497 + Penalty 3270.353377 = -2048423.215120
  nChanged 19
		SP:Iteration 36Q (124898.250000 sec): 3 clusters
  Score: Raw -2051694.897589 + Penalty 3270.353377 = -2048424.544213
  nChanged 13
		SP:Iteration 37Q (124898.560000 sec): 3 clusters
  Score: Raw -2051696.383317 + Penalty 3270.353377 = -2048426.029940
  nChanged 16
		SP:Iteration 38Q (124898.860000 sec): 3 clusters
  Score: Raw -2051698.058491 + Penalty 3270.353377 = -2048427.705114
  nChanged 13
		SP:Iteration 39Q (124899.180000 sec): 3 clusters
  Score: Raw -2051699.289669 + Penalty 3270.353377 = -2048428.936293
  nChanged 16
		SP:Iteration 40F (124899.520000 sec): 3 clusters
  Score: Raw -2051701.434947 + Penalty 3270.353377 = -2048431.081571
  nChanged 22
		SP:Iteration 41Q (124899.830000 sec): 3 clusters
  Score: Raw -2051704.612949 + Penalty 3270.353377 = -2048434.259572
  nChanged 28
		SP:Iteration 42Q (124900.120000 sec): 3 clusters
  Score: Raw -2051707.925923 + Penalty 3270.353377 = -2048437.572547
  nChanged 28
		SP:Iteration 43Q (124900.450000 sec): 3 clusters
  Score: Raw -2051711.613537 + Penalty 3270.353377 = -2048441.260161
  nChanged 21
		SP:Iteration 44Q (124900.760000 sec): 3 clusters
  Score: Raw -2051714.110086 + Penalty 3270.353377 = -2048443.756710
  nChanged 26
		SP:Iteration 45Q (124901.060000 sec): 3 clusters
  Score: Raw -2051716.648469 + Penalty 3270.353377 = -2048446.295093
  nChanged 19
		SP:Iteration 46Q (124901.380000 sec): 3 clusters
  Score: Raw -2051718.770028 + Penalty 3270.353377 = -2048448.416651
  nChanged 21
		SP:Iteration 47Q (124901.670000 sec): 3 clusters
  Score: Raw -2051720.597125 + Penalty 3270.353377 = -2048450.243748
  nChanged 22
		SP:Iteration 48Q (124901.980000 sec): 3 clusters
  Score: Raw -2051723.102174 + Penalty 3270.353377 = -2048452.748797
  nChanged 21
		SP:Iteration 49Q (124902.280000 sec): 3 clusters
  Score: Raw -2051726.107438 + Penalty 3270.353377 = -2048455.754061
  nChanged 29
		SP:Iteration 50Q (124902.600000 sec): 3 clusters
  Score: Raw -2051729.569356 + Penalty 3270.353377 = -2048459.215979
  nChanged 32
		SP:Iteration 51Q (124902.900000 sec): 3 clusters
  Score: Raw -2051734.073187 + Penalty 3270.353377 = -2048463.719810
  nChanged 40
		SP:Iteration 52Q (124903.190000 sec): 3 clusters
  Score: Raw -2051739.677363 + Penalty 3270.353377 = -2048469.323987
  nChanged 33
		SP:Iteration 53Q (124903.510000 sec): 3 clusters
  Score: Raw -2051744.815206 + Penalty 3270.353377 = -2048474.461830
  nChanged 34
		SP:Iteration 54Q (124903.820000 sec): 3 clusters
  Score: Raw -2051749.018023 + Penalty 3270.353377 = -2048478.664647
  nChanged 33
		SP:Iteration 55Q (124904.130000 sec): 3 clusters
  Score: Raw -2051753.717662 + Penalty 3270.353377 = -2048483.364286
  nChanged 33
		SP:Iteration 56Q (124904.450000 sec): 3 clusters
  Score: Raw -2051758.175027 + Penalty 3270.353377 = -2048487.821650
  nChanged 32
		SP:Iteration 57Q (124904.750000 sec): 3 clusters
  Score: Raw -2051762.340842 + Penalty 3270.353377 = -2048491.987465
  nChanged 42
		SP:Iteration 58Q (124905.070000 sec): 3 clusters
  Score: Raw -2051768.044502 + Penalty 3270.353377 = -2048497.691125
  nChanged 39
		SP:Iteration 59Q (124905.420000 sec): 3 clusters
  Score: Raw -2051773.446383 + Penalty 3270.353377 = -2048503.093006
  nChanged 35
		SP:Iteration 60F (124905.730000 sec): 3 clusters
  Score: Raw -2051777.549610 + Penalty 3270.353377 = -2048507.196234
  nChanged 29
		SP:Iteration 61Q (124906.040000 sec): 3 clusters
  Score: Raw -2051780.574658 + Penalty 3270.353377 = -2048510.221282
  nChanged 21
		SP:Iteration 62Q (124906.330000 sec): 3 clusters
  Score: Raw -2051783.205060 + Penalty 3270.353377 = -2048512.851684
  nChanged 20
		SP:Iteration 63Q (124906.610000 sec): 3 clusters
  Score: Raw -2051785.080949 + Penalty 3270.353377 = -2048514.727573
  nChanged 25
		SP:Iteration 64Q (124906.900000 sec): 3 clusters
  Score: Raw -2051787.796713 + Penalty 3270.353377 = -2048517.443336
  nChanged 24
		SP:Iteration 65Q (124907.210000 sec): 3 clusters
  Score: Raw -2051790.904396 + Penalty 3270.353377 = -2048520.551020
  nChanged 24
		SP:Iteration 66Q (124907.510000 sec): 3 clusters
  Score: Raw -2051792.989934 + Penalty 3270.353377 = -2048522.636558
  nChanged 16
		SP:Iteration 67Q (124907.830000 sec): 3 clusters
  Score: Raw -2051794.118316 + Penalty 3270.353377 = -2048523.764940
  nChanged 15
		SP:Iteration 68Q (124908.150000 sec): 3 clusters
  Score: Raw -2051795.466167 + Penalty 3270.353377 = -2048525.112790
  nChanged 20
		SP:Iteration 69Q (124908.470000 sec): 3 clusters
  Score: Raw -2051797.400733 + Penalty 3270.353377 = -2048527.047356
  nChanged 22
		SP:Iteration 70Q (124908.750000 sec): 3 clusters
  Score: Raw -2051799.647973 + Penalty 3270.353377 = -2048529.294596
  nChanged 15
		SP:Iteration 71Q (124909.060000 sec): 3 clusters
  Score: Raw -2051801.037077 + Penalty 3270.353377 = -2048530.683701
  nChanged 13
		SP:Iteration 72Q (124909.350000 sec): 3 clusters
  Score: Raw -2051802.297797 + Penalty 3270.353377 = -2048531.944421
  nChanged 13
		SP:Iteration 73Q (124909.640000 sec): 3 clusters
  Score: Raw -2051803.832226 + Penalty 3270.353377 = -2048533.478849
  nChanged 17
		SP:Iteration 74Q (124909.970000 sec): 3 clusters
  Score: Raw -2051805.831308 + Penalty 3270.353377 = -2048535.477931
  nChanged 18
		SP:Iteration 75Q (124910.290000 sec): 3 clusters
  Score: Raw -2051807.757799 + Penalty 3270.353377 = -2048537.404423
  nChanged 10
		SP:Iteration 76Q (124910.580000 sec): 3 clusters
  Score: Raw -2051808.841715 + Penalty 3270.353377 = -2048538.488338
  nChanged 5
		SP:Iteration 77Q (124910.890000 sec): 3 clusters
  Score: Raw -2051809.374972 + Penalty 3270.353377 = -2048539.021595
  nChanged 7
		SP:Iteration 78Q (124911.200000 sec): 3 clusters
  Score: Raw -2051810.079773 + Penalty 3270.353377 = -2048539.726396
  nChanged 9
		SP:Iteration 79Q (124911.490000 sec): 3 clusters
  Score: Raw -2051810.861932 + Penalty 3270.353377 = -2048540.508556
  nChanged 5
		SP:Iteration 80F (124911.800000 sec): 3 clusters
  Score: Raw -2051811.236545 + Penalty 3270.353377 = -2048540.883169
  nChanged 6
		SP:Iteration 81Q (124912.090000 sec): 3 clusters
  Score: Raw -2051811.654240 + Penalty 3270.353377 = -2048541.300863
  nChanged 6
		SP:Iteration 82Q (124912.370000 sec): 3 clusters
  Score: Raw -2051812.134549 + Penalty 3270.353377 = -2048541.781172
  nChanged 5
		SP:Iteration 83Q (124912.680000 sec): 3 clusters
  Score: Raw -2051812.477818 + Penalty 3270.353377 = -2048542.124442
  nChanged 3
		SP:Iteration 84Q (124912.950000 sec): 3 clusters
  Score: Raw -2051812.723378 + Penalty 3270.353377 = -2048542.370002
  nChanged 4
		SP:Iteration 85Q (124913.290000 sec): 3 clusters
  Score: Raw -2051813.121752 + Penalty 3270.353377 = -2048542.768376
  nChanged 5
		SP:Iteration 86Q (124913.580000 sec): 3 clusters
  Score: Raw -2051813.831887 + Penalty 3270.353377 = -2048543.478511
  nChanged 6
		SP:Iteration 87Q (124913.890000 sec): 3 clusters
  Score: Raw -2051814.715478 + Penalty 3270.353377 = -2048544.362102
  nChanged 10
		SP:Iteration 88Q (124914.190000 sec): 3 clusters
  Score: Raw -2051815.637286 + Penalty 3270.353377 = -2048545.283910
  nChanged 9
		SP:Iteration 89Q (124914.520000 sec): 3 clusters
  Score: Raw -2051816.803152 + Penalty 3270.353377 = -2048546.449775
  nChanged 9
		SP:Iteration 90Q (124914.830000 sec): 3 clusters
  Score: Raw -2051817.681557 + Penalty 3270.353377 = -2048547.328180
  nChanged 8
		SP:Iteration 91Q (124915.150000 sec): 3 clusters
  Score: Raw -2051818.365278 + Penalty 3270.353377 = -2048548.011901
  nChanged 4
		SP:Iteration 92Q (124915.430000 sec): 3 clusters
  Score: Raw -2051818.778960 + Penalty 3270.353377 = -2048548.425584
  nChanged 2
		SP:Iteration 93Q (124915.710000 sec): 3 clusters
  Score: Raw -2051818.891524 + Penalty 3270.353377 = -2048548.538147
  nChanged 2
		SP:Iteration 94Q (124916.080000 sec): 3 clusters
  Score: Raw -2051819.023650 + Penalty 3270.353377 = -2048548.670274
  nChanged 3
		SP:Iteration 95Q (124916.360000 sec): 3 clusters
  Score: Raw -2051819.296326 + Penalty 3270.353377 = -2048548.942949
  nChanged 1
		SP:Iteration 96Q (124916.710000 sec): 3 clusters
  Score: Raw -2051819.357307 + Penalty 3270.353377 = -2048549.003930
  nChanged 0
		SP:Iteration 97F (124917.020000 sec): 3 clusters
  Score: Raw -2051819.357307 + Penalty 3270.353377 = -2048549.003930
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 10 (16464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124917.170000 sec): 2 clusters
  Score: Raw -1428630.968478 + Penalty 1577.701362 = -1427053.267116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124917.490000 sec): 3 clusters
  Score: Raw -1418782.967062 + Penalty 3155.402724 = -1415627.564338
  nChanged 7363
		SP:Iteration 1F (124917.750000 sec): 3 clusters
  Score: Raw -1422749.991237 + Penalty 3155.402724 = -1419594.588513
  nChanged 842
		SP:Iteration 2F (124918.030000 sec): 3 clusters
  Score: Raw -1423098.737454 + Penalty 3155.402724 = -1419943.334730
  nChanged 839
		SP:Iteration 3F (124918.290000 sec): 3 clusters
  Score: Raw -1423493.683312 + Penalty 3155.402724 = -1420338.280589
  nChanged 847
		SP:Iteration 4F (124918.580000 sec): 3 clusters
  Score: Raw -1423888.953281 + Penalty 3155.402724 = -1420733.550557
  nChanged 865
		SP:Iteration 5F (124918.860000 sec): 3 clusters
  Score: Raw -1424330.357777 + Penalty 3155.402724 = -1421174.955053
  nChanged 883
		SP:Iteration 6F (124919.140000 sec): 3 clusters
  Score: Raw -1424797.694119 + Penalty 3155.402724 = -1421642.291395
  nChanged 888
		SP:Iteration 7F (124919.420000 sec): 3 clusters
  Score: Raw -1425300.863631 + Penalty 3155.402724 = -1422145.460907
  nChanged 900
		SP:Iteration 8F (124919.710000 sec): 3 clusters
  Score: Raw -1425779.597581 + Penalty 3155.402724 = -1422624.194857
  nChanged 761
		SP:Iteration 9Q (124920.000000 sec): 3 clusters
  Score: Raw -1426154.882244 + Penalty 3155.402724 = -1422999.479520
  nChanged 649
		SP:Iteration 10Q (124920.270000 sec): 3 clusters
  Score: Raw -1426412.233093 + Penalty 3155.402724 = -1423256.830369
  nChanged 495
		SP:Iteration 11Q (124920.530000 sec): 3 clusters
  Score: Raw -1426579.036707 + Penalty 3155.402724 = -1423423.633984
  nChanged 361
		SP:Iteration 12Q (124920.820000 sec): 3 clusters
  Score: Raw -1426681.303512 + Penalty 3155.402724 = -1423525.900788
  nChanged 281
		SP:Iteration 13Q (124921.100000 sec): 3 clusters
  Score: Raw -1426756.029379 + Penalty 3155.402724 = -1423600.626655
  nChanged 227
		SP:Iteration 14Q (124921.380000 sec): 3 clusters
  Score: Raw -1426810.552654 + Penalty 3155.402724 = -1423655.149930
  nChanged 207
		SP:Iteration 15Q (124921.660000 sec): 3 clusters
  Score: Raw -1426855.605766 + Penalty 3155.402724 = -1423700.203042
  nChanged 142
		SP:Iteration 16Q (124921.970000 sec): 3 clusters
  Score: Raw -1426881.844928 + Penalty 3155.402724 = -1423726.442204
  nChanged 115
		SP:Iteration 17Q (124922.270000 sec): 3 clusters
  Score: Raw -1426905.086921 + Penalty 3155.402724 = -1423749.684197
  nChanged 115
		SP:Iteration 18Q (124922.550000 sec): 3 clusters
  Score: Raw -1426929.166715 + Penalty 3155.402724 = -1423773.763991
  nChanged 120
		SP:Iteration 19Q (124922.840000 sec): 3 clusters
  Score: Raw -1426956.495714 + Penalty 3155.402724 = -1423801.092990
  nChanged 122
		SP:Iteration 20F (124923.140000 sec): 3 clusters
  Score: Raw -1426987.900476 + Penalty 3155.402724 = -1423832.497752
  nChanged 123
		SP:Iteration 21Q (124923.400000 sec): 3 clusters
  Score: Raw -1427018.739752 + Penalty 3155.402724 = -1423863.337028
  nChanged 139
		SP:Iteration 22Q (124923.660000 sec): 3 clusters
  Score: Raw -1427055.185565 + Penalty 3155.402724 = -1423899.782841
  nChanged 137
		SP:Iteration 23Q (124923.920000 sec): 3 clusters
  Score: Raw -1427101.281931 + Penalty 3155.402724 = -1423945.879208
  nChanged 162
		SP:Iteration 24Q (124924.180000 sec): 3 clusters
  Score: Raw -1427158.352883 + Penalty 3155.402724 = -1424002.950159
  nChanged 160
		SP:Iteration 25Q (124924.450000 sec): 3 clusters
  Score: Raw -1427229.868343 + Penalty 3155.402724 = -1424074.465619
  nChanged 187
		SP:Iteration 26Q (124924.760000 sec): 3 clusters
  Score: Raw -1427318.377426 + Penalty 3155.402724 = -1424162.974702
  nChanged 209
		SP:Iteration 27Q (124925.060000 sec): 3 clusters
  Score: Raw -1427446.207449 + Penalty 3155.402724 = -1424290.804725
  nChanged 234
		SP:Iteration 28Q (124925.340000 sec): 3 clusters
  Score: Raw -1427602.481083 + Penalty 3155.402724 = -1424447.078359
  nChanged 259
		SP:Iteration 29Q (124925.590000 sec): 3 clusters
  Score: Raw -1427775.399381 + Penalty 3155.402724 = -1424619.996658
  nChanged 245
		SP:Iteration 30Q (124925.840000 sec): 3 clusters
  Score: Raw -1427933.990483 + Penalty 3155.402724 = -1424778.587759
  nChanged 227
		SP:Iteration 31Q (124926.120000 sec): 3 clusters
  Score: Raw -1428075.233912 + Penalty 3155.402724 = -1424919.831188
  nChanged 187
		SP:Iteration 32Q (124926.340000 sec): 3 clusters
  Score: Raw -1428159.660239 + Penalty 3155.402724 = -1425004.257515
  nChanged 143
		SP:Iteration 33Q (124926.590000 sec): 3 clusters
  Score: Raw -1428218.152646 + Penalty 3155.402724 = -1425062.749922
  nChanged 121
		SP:Iteration 34Q (124926.830000 sec): 3 clusters
  Score: Raw -1428263.833551 + Penalty 3155.402724 = -1425108.430827
  nChanged 92
		SP:Iteration 35Q (124927.110000 sec): 3 clusters
  Score: Raw -1428291.238258 + Penalty 3155.402724 = -1425135.835534
  nChanged 80
		SP:Iteration 36Q (124927.320000 sec): 3 clusters
  Score: Raw -1428313.826585 + Penalty 3155.402724 = -1425158.423861
  nChanged 72
		SP:Iteration 37Q (124927.560000 sec): 3 clusters
  Score: Raw -1428337.349198 + Penalty 3155.402724 = -1425181.946474
  nChanged 71
		SP:Iteration 38Q (124927.810000 sec): 3 clusters
  Score: Raw -1428359.077580 + Penalty 3155.402724 = -1425203.674856
  nChanged 54
		SP:Iteration 39Q (124928.120000 sec): 3 clusters
  Score: Raw -1428376.785882 + Penalty 3155.402724 = -1425221.383158
  nChanged 55
		SP:Iteration 40F (124928.350000 sec): 3 clusters
  Score: Raw -1428396.038427 + Penalty 3155.402724 = -1425240.635703
  nChanged 49
		SP:Iteration 41Q (124928.610000 sec): 3 clusters
  Score: Raw -1428411.428334 + Penalty 3155.402724 = -1425256.025610
  nChanged 57
		SP:Iteration 42Q (124928.910000 sec): 3 clusters
  Score: Raw -1428429.259802 + Penalty 3155.402724 = -1425273.857078
  nChanged 48
		SP:Iteration 43Q (124929.160000 sec): 3 clusters
  Score: Raw -1428442.156850 + Penalty 3155.402724 = -1425286.754126
  nChanged 39
		SP:Iteration 44Q (124929.440000 sec): 3 clusters
  Score: Raw -1428453.408330 + Penalty 3155.402724 = -1425298.005606
  nChanged 33
		SP:Iteration 45Q (124929.660000 sec): 3 clusters
  Score: Raw -1428464.563544 + Penalty 3155.402724 = -1425309.160820
  nChanged 37
		SP:Iteration 46Q (124929.910000 sec): 3 clusters
  Score: Raw -1428478.576622 + Penalty 3155.402724 = -1425323.173898
  nChanged 48
		SP:Iteration 47Q (124930.160000 sec): 3 clusters
  Score: Raw -1428497.472369 + Penalty 3155.402724 = -1425342.069645
  nChanged 52
		SP:Iteration 48Q (124930.420000 sec): 3 clusters
  Score: Raw -1428518.273926 + Penalty 3155.402724 = -1425362.871202
  nChanged 51
		SP:Iteration 49Q (124930.690000 sec): 3 clusters
  Score: Raw -1428532.915612 + Penalty 3155.402724 = -1425377.512888
  nChanged 38
		SP:Iteration 50Q (124930.960000 sec): 3 clusters
  Score: Raw -1428546.020650 + Penalty 3155.402724 = -1425390.617926
  nChanged 46
		SP:Iteration 51Q (124931.230000 sec): 3 clusters
  Score: Raw -1428563.490849 + Penalty 3155.402724 = -1425408.088125
  nChanged 37
		SP:Iteration 52Q (124931.540000 sec): 3 clusters
  Score: Raw -1428577.644473 + Penalty 3155.402724 = -1425422.241749
  nChanged 41
		SP:Iteration 53Q (124931.770000 sec): 3 clusters
  Score: Raw -1428590.167068 + Penalty 3155.402724 = -1425434.764344
  nChanged 37
		SP:Iteration 54Q (124932.080000 sec): 3 clusters
  Score: Raw -1428602.641926 + Penalty 3155.402724 = -1425447.239202
  nChanged 33
		SP:Iteration 55Q (124932.320000 sec): 3 clusters
  Score: Raw -1428612.981248 + Penalty 3155.402724 = -1425457.578524
  nChanged 30
		SP:Iteration 56Q (124932.600000 sec): 3 clusters
  Score: Raw -1428622.555709 + Penalty 3155.402724 = -1425467.152985
  nChanged 28
		SP:Iteration 57Q (124932.820000 sec): 3 clusters
  Score: Raw -1428632.377962 + Penalty 3155.402724 = -1425476.975238
  nChanged 25
		SP:Iteration 58Q (124933.110000 sec): 3 clusters
  Score: Raw -1428640.749208 + Penalty 3155.402724 = -1425485.346484
  nChanged 16
		SP:Iteration 59Q (124933.360000 sec): 3 clusters
  Score: Raw -1428645.941003 + Penalty 3155.402724 = -1425490.538279
  nChanged 22
		SP:Iteration 60F (124933.640000 sec): 3 clusters
  Score: Raw -1428652.879672 + Penalty 3155.402724 = -1425497.476948
  nChanged 13
		SP:Iteration 61Q (124933.920000 sec): 3 clusters
  Score: Raw -1428657.039044 + Penalty 3155.402724 = -1425501.636320
  nChanged 14
		SP:Iteration 62Q (124934.200000 sec): 3 clusters
  Score: Raw -1428662.218260 + Penalty 3155.402724 = -1425506.815536
  nChanged 21
		SP:Iteration 63Q (124934.500000 sec): 3 clusters
  Score: Raw -1428670.893039 + Penalty 3155.402724 = -1425515.490315
  nChanged 21
		SP:Iteration 64Q (124934.780000 sec): 3 clusters
  Score: Raw -1428678.149965 + Penalty 3155.402724 = -1425522.747241
  nChanged 18
		SP:Iteration 65Q (124935.030000 sec): 3 clusters
  Score: Raw -1428683.595784 + Penalty 3155.402724 = -1425528.193060
  nChanged 16
		SP:Iteration 66Q (124935.320000 sec): 3 clusters
  Score: Raw -1428690.205359 + Penalty 3155.402724 = -1425534.802635
  nChanged 26
		SP:Iteration 67Q (124935.590000 sec): 3 clusters
  Score: Raw -1428701.081601 + Penalty 3155.402724 = -1425545.678877
  nChanged 18
		SP:Iteration 68Q (124935.880000 sec): 3 clusters
  Score: Raw -1428707.166851 + Penalty 3155.402724 = -1425551.764127
  nChanged 13
		SP:Iteration 69Q (124936.170000 sec): 3 clusters
  Score: Raw -1428711.730733 + Penalty 3155.402724 = -1425556.328009
  nChanged 12
		SP:Iteration 70Q (124936.460000 sec): 3 clusters
  Score: Raw -1428715.896885 + Penalty 3155.402724 = -1425560.494161
  nChanged 13
		SP:Iteration 71Q (124936.750000 sec): 3 clusters
  Score: Raw -1428721.152755 + Penalty 3155.402724 = -1425565.750032
  nChanged 16
		SP:Iteration 72Q (124937.030000 sec): 3 clusters
  Score: Raw -1428725.850663 + Penalty 3155.402724 = -1425570.447939
  nChanged 7
		SP:Iteration 73Q (124937.320000 sec): 3 clusters
  Score: Raw -1428727.650500 + Penalty 3155.402724 = -1425572.247776
  nChanged 5
		SP:Iteration 74Q (124937.610000 sec): 3 clusters
  Score: Raw -1428729.274272 + Penalty 3155.402724 = -1425573.871548
  nChanged 3
		SP:Iteration 75Q (124937.890000 sec): 3 clusters
  Score: Raw -1428729.599363 + Penalty 3155.402724 = -1425574.196640
  nChanged 0
		SP:Iteration 76F (124938.180000 sec): 3 clusters
  Score: Raw -1428729.599363 + Penalty 3155.402724 = -1425574.196640
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 11 (82074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124938.710000 sec): 2 clusters
  Score: Raw -7316025.201591 + Penalty 1838.748691 = -7314186.452900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124939.470000 sec): 3 clusters
  Score: Raw -7262980.480843 + Penalty 3677.497381 = -7259302.983462
  nChanged 39059
		SP:Iteration 1F (124940.190000 sec): 3 clusters
  Score: Raw -7286396.887554 + Penalty 3677.497381 = -7282719.390173
  nChanged 4421
		SP:Iteration 2F (124940.850000 sec): 3 clusters
  Score: Raw -7288561.203258 + Penalty 3677.497381 = -7284883.705877
  nChanged 5485
		SP:Iteration 3F (124941.570000 sec): 3 clusters
  Score: Raw -7291849.257816 + Penalty 3677.497381 = -7288171.760435
  nChanged 6172
		SP:Iteration 4F (124942.260000 sec): 3 clusters
  Score: Raw -7295928.028629 + Penalty 3677.497381 = -7292250.531247
  nChanged 6130
		SP:Iteration 5F (124942.970000 sec): 3 clusters
  Score: Raw -7299843.507603 + Penalty 3677.497381 = -7296166.010221
  nChanged 5285
		SP:Iteration 6F (124943.680000 sec): 3 clusters
  Score: Raw -7302699.266728 + Penalty 3677.497381 = -7299021.769346
  nChanged 4118
		SP:Iteration 7F (124944.390000 sec): 3 clusters
  Score: Raw -7304449.517805 + Penalty 3677.497381 = -7300772.020423
  nChanged 2990
		SP:Iteration 8Q (124945.170000 sec): 3 clusters
  Score: Raw -7305424.027799 + Penalty 3677.497381 = -7301746.530418
  nChanged 2139
		SP:Iteration 9Q (124945.910000 sec): 3 clusters
  Score: Raw -7306037.384325 + Penalty 3677.497381 = -7302359.886944
  nChanged 1707
		SP:Iteration 10Q (124946.670000 sec): 3 clusters
  Score: Raw -7306506.817789 + Penalty 3677.497381 = -7302829.320408
  nChanged 1557
		SP:Iteration 11Q (124947.420000 sec): 3 clusters
  Score: Raw -7306971.461119 + Penalty 3677.497381 = -7303293.963737
  nChanged 1597
		SP:Iteration 12Q (124948.160000 sec): 3 clusters
  Score: Raw -7307493.751198 + Penalty 3677.497381 = -7303816.253817
  nChanged 1693
		SP:Iteration 13Q (124948.910000 sec): 3 clusters
  Score: Raw -7308100.194018 + Penalty 3677.497381 = -7304422.696637
  nChanged 1892
		SP:Iteration 14Q (124949.660000 sec): 3 clusters
  Score: Raw -7308860.535764 + Penalty 3677.497381 = -7305183.038382
  nChanged 2013
		SP:Iteration 15Q (124950.380000 sec): 3 clusters
  Score: Raw -7309774.181971 + Penalty 3677.497381 = -7306096.684590
  nChanged 2096
		SP:Iteration 16Q (124951.120000 sec): 3 clusters
  Score: Raw -7310837.589253 + Penalty 3677.497381 = -7307160.091872
  nChanged 1995
		SP:Iteration 17Q (124951.860000 sec): 3 clusters
  Score: Raw -7311979.526959 + Penalty 3677.497381 = -7308302.029578
  nChanged 1841
		SP:Iteration 18Q (124952.620000 sec): 3 clusters
  Score: Raw -7313137.018255 + Penalty 3677.497381 = -7309459.520873
  nChanged 1606
		SP:Iteration 19Q (124953.380000 sec): 3 clusters
  Score: Raw -7314205.246702 + Penalty 3677.497381 = -7310527.749321
  nChanged 1176
		SP:Iteration 20F (124954.100000 sec): 3 clusters
  Score: Raw -7314988.807572 + Penalty 3677.497381 = -7311311.310191
  nChanged 794
		SP:Iteration 21Q (124954.810000 sec): 3 clusters
  Score: Raw -7315517.994747 + Penalty 3677.497381 = -7311840.497366
  nChanged 494
		SP:Iteration 22Q (124955.490000 sec): 3 clusters
  Score: Raw -7315846.375285 + Penalty 3677.497381 = -7312168.877904
  nChanged 286
		SP:Iteration 23Q (124956.200000 sec): 3 clusters
  Score: Raw -7316026.021302 + Penalty 3677.497381 = -7312348.523920
  nChanged 158
		SP:Iteration 24Q (124956.910000 sec): 3 clusters
  Score: Raw -7316141.706599 + Penalty 3677.497381 = -7312464.209218
  nChanged 98
		SP:Iteration 25Q (124957.620000 sec): 3 clusters
  Score: Raw -7316215.407890 + Penalty 3677.497381 = -7312537.910509
  nChanged 72
		SP:Iteration 26Q (124958.340000 sec): 3 clusters
  Score: Raw -7316265.292362 + Penalty 3677.497381 = -7312587.794980
  nChanged 46
		SP:Iteration 27Q (124959.000000 sec): 3 clusters
  Score: Raw -7316298.672051 + Penalty 3677.497381 = -7312621.174669
  nChanged 39
		SP:Iteration 28Q (124959.740000 sec): 3 clusters
  Score: Raw -7316327.879981 + Penalty 3677.497381 = -7312650.382599
  nChanged 28
		SP:Iteration 29Q (124960.450000 sec): 3 clusters
  Score: Raw -7316348.921341 + Penalty 3677.497381 = -7312671.423959
  nChanged 21
		SP:Iteration 30Q (124961.180000 sec): 3 clusters
  Score: Raw -7316360.057026 + Penalty 3677.497381 = -7312682.559644
  nChanged 14
		SP:Iteration 31Q (124961.890000 sec): 3 clusters
  Score: Raw -7316371.039759 + Penalty 3677.497381 = -7312693.542378
  nChanged 14
		SP:Iteration 32Q (124962.560000 sec): 3 clusters
  Score: Raw -7316381.307474 + Penalty 3677.497381 = -7312703.810092
  nChanged 14
		SP:Iteration 33Q (124963.290000 sec): 3 clusters
  Score: Raw -7316391.253621 + Penalty 3677.497381 = -7312713.756240
  nChanged 8
		SP:Iteration 34Q (124964.000000 sec): 3 clusters
  Score: Raw -7316395.845808 + Penalty 3677.497381 = -7312718.348427
  nChanged 5
		SP:Iteration 35Q (124964.710000 sec): 3 clusters
  Score: Raw -7316400.181565 + Penalty 3677.497381 = -7312722.684184
  nChanged 8
		SP:Iteration 36Q (124965.430000 sec): 3 clusters
  Score: Raw -7316405.620090 + Penalty 3677.497381 = -7312728.122708
  nChanged 7
		SP:Iteration 37Q (124966.140000 sec): 3 clusters
  Score: Raw -7316409.482562 + Penalty 3677.497381 = -7312731.985181
  nChanged 2
		SP:Iteration 38Q (124966.830000 sec): 3 clusters
  Score: Raw -7316410.834341 + Penalty 3677.497381 = -7312733.336960
  nChanged 2
		SP:Iteration 39Q (124967.530000 sec): 3 clusters
  Score: Raw -7316411.323969 + Penalty 3677.497381 = -7312733.826588
  nChanged 0
		SP:Iteration 40F (124968.240000 sec): 3 clusters
  Score: Raw -7316411.323969 + Penalty 3677.497381 = -7312733.826588
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 12 (2558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124968.320000 sec): 2 clusters
  Score: Raw -216964.895682 + Penalty 1275.134410 = -215689.761272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124968.490000 sec): 3 clusters
  Score: Raw -215756.859164 + Penalty 2550.268819 = -213206.590345
  nChanged 952
		SP:Iteration 1F (124968.670000 sec): 3 clusters
  Score: Raw -216347.195043 + Penalty 2550.268819 = -213796.926224
  nChanged 208
		SP:Iteration 2F (124968.850000 sec): 3 clusters
  Score: Raw -216483.196816 + Penalty 2550.268819 = -213932.927997
  nChanged 132
		SP:Iteration 3F (124969.020000 sec): 3 clusters
  Score: Raw -216564.856459 + Penalty 2550.268819 = -214014.587640
  nChanged 90
		SP:Iteration 4Q (124969.180000 sec): 3 clusters
  Score: Raw -216620.596884 + Penalty 2550.268819 = -214070.328065
  nChanged 82
		SP:Iteration 5Q (124969.340000 sec): 3 clusters
  Score: Raw -216664.329652 + Penalty 2550.268819 = -214114.060833
  nChanged 59
		SP:Iteration 6Q (124969.500000 sec): 3 clusters
  Score: Raw -216699.219581 + Penalty 2550.268819 = -214148.950762
  nChanged 63
		SP:Iteration 7Q (124969.670000 sec): 3 clusters
  Score: Raw -216733.873862 + Penalty 2550.268819 = -214183.605043
  nChanged 53
		SP:Iteration 8Q (124969.850000 sec): 3 clusters
  Score: Raw -216757.898220 + Penalty 2550.268819 = -214207.629400
  nChanged 48
		SP:Iteration 9Q (124970.020000 sec): 3 clusters
  Score: Raw -216780.481106 + Penalty 2550.268819 = -214230.212287
  nChanged 38
		SP:Iteration 10Q (124970.200000 sec): 3 clusters
  Score: Raw -216796.949193 + Penalty 2550.268819 = -214246.680373
  nChanged 39
		SP:Iteration 11Q (124970.370000 sec): 3 clusters
  Score: Raw -216814.014029 + Penalty 2550.268819 = -214263.745210
  nChanged 34
		SP:Iteration 12Q (124970.550000 sec): 3 clusters
  Score: Raw -216827.186468 + Penalty 2550.268819 = -214276.917649
  nChanged 22
		SP:Iteration 13Q (124970.730000 sec): 3 clusters
  Score: Raw -216835.039067 + Penalty 2550.268819 = -214284.770248
  nChanged 24
		SP:Iteration 14Q (124970.900000 sec): 3 clusters
  Score: Raw -216843.614802 + Penalty 2550.268819 = -214293.345983
  nChanged 20
		SP:Iteration 15Q (124971.080000 sec): 3 clusters
  Score: Raw -216852.550663 + Penalty 2550.268819 = -214302.281844
  nChanged 17
		SP:Iteration 16Q (124971.250000 sec): 3 clusters
  Score: Raw -216859.836620 + Penalty 2550.268819 = -214309.567801
  nChanged 15
		SP:Iteration 17Q (124971.430000 sec): 3 clusters
  Score: Raw -216867.856173 + Penalty 2550.268819 = -214317.587354
  nChanged 16
		SP:Iteration 18Q (124971.610000 sec): 3 clusters
  Score: Raw -216874.126160 + Penalty 2550.268819 = -214323.857341
  nChanged 17
		SP:Iteration 19Q (124971.780000 sec): 3 clusters
  Score: Raw -216881.850170 + Penalty 2550.268819 = -214331.581351
  nChanged 16
		SP:Iteration 20F (124971.960000 sec): 3 clusters
  Score: Raw -216888.192192 + Penalty 2550.268819 = -214337.923372
  nChanged 26
		SP:Iteration 21Q (124972.130000 sec): 3 clusters
  Score: Raw -216900.199874 + Penalty 2550.268819 = -214349.931055
  nChanged 28
		SP:Iteration 22Q (124972.310000 sec): 3 clusters
  Score: Raw -216914.299181 + Penalty 2550.268819 = -214364.030361
  nChanged 31
		SP:Iteration 23Q (124972.490000 sec): 3 clusters
  Score: Raw -216932.249271 + Penalty 2550.268819 = -214381.980452
  nChanged 29
		SP:Iteration 24Q (124972.660000 sec): 3 clusters
  Score: Raw -216944.169384 + Penalty 2550.268819 = -214393.900565
  nChanged 25
		SP:Iteration 25Q (124972.840000 sec): 3 clusters
  Score: Raw -216954.696385 + Penalty 2550.268819 = -214404.427566
  nChanged 19
		SP:Iteration 26Q (124973.010000 sec): 3 clusters
  Score: Raw -216965.193948 + Penalty 2550.268819 = -214414.925129
  nChanged 27
		SP:Iteration 27Q (124973.190000 sec): 3 clusters
  Score: Raw -216978.322186 + Penalty 2550.268819 = -214428.053367
  nChanged 23
		SP:Iteration 28Q (124973.370000 sec): 3 clusters
  Score: Raw -216986.990319 + Penalty 2550.268819 = -214436.721500
  nChanged 17
		SP:Iteration 29Q (124973.540000 sec): 3 clusters
  Score: Raw -216994.159142 + Penalty 2550.268819 = -214443.890323
  nChanged 14
		SP:Iteration 30Q (124973.710000 sec): 3 clusters
  Score: Raw -217000.473962 + Penalty 2550.268819 = -214450.205143
  nChanged 15
		SP:Iteration 31Q (124973.780000 sec): 3 clusters
  Score: Raw -217006.359439 + Penalty 2550.268819 = -214456.090620
  nChanged 14
		SP:Iteration 32Q (124973.950000 sec): 3 clusters
  Score: Raw -217013.161583 + Penalty 2550.268819 = -214462.892763
  nChanged 11
		SP:Iteration 33Q (124974.100000 sec): 3 clusters
  Score: Raw -217017.717597 + Penalty 2550.268819 = -214467.448778
  nChanged 7
		SP:Iteration 34Q (124974.260000 sec): 3 clusters
  Score: Raw -217021.625610 + Penalty 2550.268819 = -214471.356791
  nChanged 5
		SP:Iteration 35Q (124974.420000 sec): 3 clusters
  Score: Raw -217022.964431 + Penalty 2550.268819 = -214472.695612
  nChanged 7
		SP:Iteration 36Q (124974.590000 sec): 3 clusters
  Score: Raw -217026.179306 + Penalty 2550.268819 = -214475.910487
  nChanged 6
		SP:Iteration 37Q (124974.770000 sec): 3 clusters
  Score: Raw -217028.782089 + Penalty 2550.268819 = -214478.513270
  nChanged 6
		SP:Iteration 38Q (124974.940000 sec): 3 clusters
  Score: Raw -217031.499643 + Penalty 2550.268819 = -214481.230824
  nChanged 8
		SP:Iteration 39Q (124975.120000 sec): 3 clusters
  Score: Raw -217035.040930 + Penalty 2550.268819 = -214484.772111
  nChanged 6
		SP:Iteration 40F (124975.290000 sec): 3 clusters
  Score: Raw -217036.805986 + Penalty 2550.268819 = -214486.537167
  nChanged 4
		SP:Iteration 41Q (124975.470000 sec): 3 clusters
  Score: Raw -217037.921481 + Penalty 2550.268819 = -214487.652662
  nChanged 4
		SP:Iteration 42Q (124975.650000 sec): 3 clusters
  Score: Raw -217038.808355 + Penalty 2550.268819 = -214488.539536
  nChanged 1
		SP:Iteration 43Q (124975.820000 sec): 3 clusters
  Score: Raw -217039.452369 + Penalty 2550.268819 = -214489.183550
  nChanged 2
		SP:Iteration 44Q (124975.990000 sec): 3 clusters
  Score: Raw -217040.517234 + Penalty 2550.268819 = -214490.248415
  nChanged 3
		SP:Iteration 45Q (124976.170000 sec): 3 clusters
  Score: Raw -217041.515785 + Penalty 2550.268819 = -214491.246966
  nChanged 0
		SP:Iteration 46F (124976.350000 sec): 3 clusters
  Score: Raw -217041.515785 + Penalty 2550.268819 = -214491.246966
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 13 (5116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124976.430000 sec): 2 clusters
  Score: Raw -403800.358864 + Penalty 1387.770826 = -402412.588038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124976.590000 sec): 3 clusters
  Score: Raw -401201.586530 + Penalty 2775.541653 = -398426.044877
  nChanged 2020
		SP:Iteration 1F (124976.750000 sec): 3 clusters
  Score: Raw -402457.313937 + Penalty 2775.541653 = -399681.772284
  nChanged 403
		SP:Iteration 2F (124976.910000 sec): 3 clusters
  Score: Raw -402774.133504 + Penalty 2775.541653 = -399998.591851
  nChanged 336
		SP:Iteration 3F (124977.070000 sec): 3 clusters
  Score: Raw -403019.665939 + Penalty 2775.541653 = -400244.124286
  nChanged 303
		SP:Iteration 4F (124977.230000 sec): 3 clusters
  Score: Raw -403245.490291 + Penalty 2775.541653 = -400469.948638
  nChanged 254
		SP:Iteration 5Q (124977.390000 sec): 3 clusters
  Score: Raw -403425.665378 + Penalty 2775.541653 = -400650.123726
  nChanged 227
		SP:Iteration 6Q (124977.550000 sec): 3 clusters
  Score: Raw -403580.697500 + Penalty 2775.541653 = -400805.155847
  nChanged 215
		SP:Iteration 7Q (124977.710000 sec): 3 clusters
  Score: Raw -403723.454813 + Penalty 2775.541653 = -400947.913160
  nChanged 182
		SP:Iteration 8Q (124977.870000 sec): 3 clusters
  Score: Raw -403830.822273 + Penalty 2775.541653 = -401055.280620
  nChanged 168
		SP:Iteration 9Q (124978.030000 sec): 3 clusters
  Score: Raw -403925.557179 + Penalty 2775.541653 = -401150.015526
  nChanged 152
		SP:Iteration 10Q (124978.210000 sec): 3 clusters
  Score: Raw -404013.075674 + Penalty 2775.541653 = -401237.534021
  nChanged 130
		SP:Iteration 11Q (124978.380000 sec): 3 clusters
  Score: Raw -404100.369668 + Penalty 2775.541653 = -401324.828015
  nChanged 107
		SP:Iteration 12Q (124978.550000 sec): 3 clusters
  Score: Raw -404165.675832 + Penalty 2775.541653 = -401390.134179
  nChanged 92
		SP:Iteration 13Q (124978.730000 sec): 3 clusters
  Score: Raw -404221.724598 + Penalty 2775.541653 = -401446.182946
  nChanged 82
		SP:Iteration 14Q (124978.900000 sec): 3 clusters
  Score: Raw -404268.382070 + Penalty 2775.541653 = -401492.840417
  nChanged 73
		SP:Iteration 15Q (124979.070000 sec): 3 clusters
  Score: Raw -404328.882115 + Penalty 2775.541653 = -401553.340462
  nChanged 79
		SP:Iteration 16Q (124979.220000 sec): 3 clusters
  Score: Raw -404408.037680 + Penalty 2775.541653 = -401632.496027
  nChanged 71
		SP:Iteration 17Q (124979.400000 sec): 3 clusters
  Score: Raw -404471.521141 + Penalty 2775.541653 = -401695.979488
  nChanged 59
		SP:Iteration 18Q (124979.570000 sec): 3 clusters
  Score: Raw -404522.121616 + Penalty 2775.541653 = -401746.579963
  nChanged 59
		SP:Iteration 19Q (124979.750000 sec): 3 clusters
  Score: Raw -404557.099806 + Penalty 2775.541653 = -401781.558153
  nChanged 55
		SP:Iteration 20F (124979.920000 sec): 3 clusters
  Score: Raw -404587.824418 + Penalty 2775.541653 = -401812.282765
  nChanged 34
		SP:Iteration 21Q (124980.100000 sec): 3 clusters
  Score: Raw -404607.117453 + Penalty 2775.541653 = -401831.575800
  nChanged 37
		SP:Iteration 22Q (124980.270000 sec): 3 clusters
  Score: Raw -404623.654398 + Penalty 2775.541653 = -401848.112745
  nChanged 30
		SP:Iteration 23Q (124980.450000 sec): 3 clusters
  Score: Raw -404634.587757 + Penalty 2775.541653 = -401859.046104
  nChanged 31
		SP:Iteration 24Q (124980.620000 sec): 3 clusters
  Score: Raw -404645.130798 + Penalty 2775.541653 = -401869.589145
  nChanged 24
		SP:Iteration 25Q (124980.790000 sec): 3 clusters
  Score: Raw -404655.119838 + Penalty 2775.541653 = -401879.578185
  nChanged 29
		SP:Iteration 26Q (124980.970000 sec): 3 clusters
  Score: Raw -404666.059161 + Penalty 2775.541653 = -401890.517508
  nChanged 25
		SP:Iteration 27Q (124981.140000 sec): 3 clusters
  Score: Raw -404677.727066 + Penalty 2775.541653 = -401902.185413
  nChanged 28
		SP:Iteration 28Q (124981.280000 sec): 3 clusters
  Score: Raw -404687.700228 + Penalty 2775.541653 = -401912.158575
  nChanged 23
		SP:Iteration 29Q (124981.440000 sec): 3 clusters
  Score: Raw -404694.192037 + Penalty 2775.541653 = -401918.650384
  nChanged 12
		SP:Iteration 30Q (124981.600000 sec): 3 clusters
  Score: Raw -404697.837783 + Penalty 2775.541653 = -401922.296130
  nChanged 15
		SP:Iteration 31Q (124981.760000 sec): 3 clusters
  Score: Raw -404701.537182 + Penalty 2775.541653 = -401925.995529
  nChanged 9
		SP:Iteration 32Q (124981.920000 sec): 3 clusters
  Score: Raw -404703.095325 + Penalty 2775.541653 = -401927.553672
  nChanged 7
		SP:Iteration 33Q (124982.060000 sec): 3 clusters
  Score: Raw -404704.696276 + Penalty 2775.541653 = -401929.154623
  nChanged 7
		SP:Iteration 34Q (124982.220000 sec): 3 clusters
  Score: Raw -404707.628963 + Penalty 2775.541653 = -401932.087310
  nChanged 11
		SP:Iteration 35Q (124982.380000 sec): 3 clusters
  Score: Raw -404710.586466 + Penalty 2775.541653 = -401935.044813
  nChanged 8
		SP:Iteration 36Q (124982.540000 sec): 3 clusters
  Score: Raw -404712.622184 + Penalty 2775.541653 = -401937.080532
  nChanged 6
		SP:Iteration 37Q (124982.690000 sec): 3 clusters
  Score: Raw -404714.009015 + Penalty 2775.541653 = -401938.467362
  nChanged 5
		SP:Iteration 38Q (124982.850000 sec): 3 clusters
  Score: Raw -404715.288923 + Penalty 2775.541653 = -401939.747270
  nChanged 6
		SP:Iteration 39Q (124983.050000 sec): 3 clusters
  Score: Raw -404716.742959 + Penalty 2775.541653 = -401941.201307
  nChanged 8
		SP:Iteration 40F (124983.220000 sec): 3 clusters
  Score: Raw -404718.511850 + Penalty 2775.541653 = -401942.970197
  nChanged 5
		SP:Iteration 41Q (124983.350000 sec): 3 clusters
  Score: Raw -404719.321021 + Penalty 2775.541653 = -401943.779368
  nChanged 5
		SP:Iteration 42Q (124983.530000 sec): 3 clusters
  Score: Raw -404720.282064 + Penalty 2775.541653 = -401944.740411
  nChanged 2
		SP:Iteration 43Q (124983.700000 sec): 3 clusters
  Score: Raw -404720.606396 + Penalty 2775.541653 = -401945.064743
  nChanged 3
		SP:Iteration 44Q (124983.850000 sec): 3 clusters
  Score: Raw -404721.104586 + Penalty 2775.541653 = -401945.562933
  nChanged 3
		SP:Iteration 45Q (124984.010000 sec): 3 clusters
  Score: Raw -404721.611306 + Penalty 2775.541653 = -401946.069654
  nChanged 1
		SP:Iteration 46Q (124984.170000 sec): 3 clusters
  Score: Raw -404721.752656 + Penalty 2775.541653 = -401946.211003
  nChanged 0
		SP:Iteration 47F (124984.330000 sec): 3 clusters
  Score: Raw -404721.752656 + Penalty 2775.541653 = -401946.211003
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 14 (7323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124984.500000 sec): 2 clusters
  Score: Raw -622145.107863 + Penalty 1446.050996 = -620699.056868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124984.650000 sec): 3 clusters
  Score: Raw -618109.823155 + Penalty 2892.101992 = -615217.721163
  nChanged 3041
		SP:Iteration 1F (124984.830000 sec): 3 clusters
  Score: Raw -619730.538058 + Penalty 2892.101992 = -616838.436066
  nChanged 512
		SP:Iteration 2F (124985.030000 sec): 3 clusters
  Score: Raw -619977.949544 + Penalty 2892.101992 = -617085.847552
  nChanged 384
		SP:Iteration 3F (124985.220000 sec): 3 clusters
  Score: Raw -620155.965392 + Penalty 2892.101992 = -617263.863401
  nChanged 350
		SP:Iteration 4Q (124985.420000 sec): 3 clusters
  Score: Raw -620317.524084 + Penalty 2892.101992 = -617425.422092
  nChanged 285
		SP:Iteration 5Q (124985.620000 sec): 3 clusters
  Score: Raw -620466.721174 + Penalty 2892.101992 = -617574.619182
  nChanged 309
		SP:Iteration 6Q (124985.810000 sec): 3 clusters
  Score: Raw -620613.516270 + Penalty 2892.101992 = -617721.414278
  nChanged 268
		SP:Iteration 7Q (124986.010000 sec): 3 clusters
  Score: Raw -620737.240641 + Penalty 2892.101992 = -617845.138650
  nChanged 260
		SP:Iteration 8Q (124986.210000 sec): 3 clusters
  Score: Raw -620852.708411 + Penalty 2892.101992 = -617960.606419
  nChanged 245
		SP:Iteration 9Q (124986.400000 sec): 3 clusters
  Score: Raw -620953.931523 + Penalty 2892.101992 = -618061.829531
  nChanged 218
		SP:Iteration 10Q (124986.590000 sec): 3 clusters
  Score: Raw -621060.725243 + Penalty 2892.101992 = -618168.623251
  nChanged 227
		SP:Iteration 11Q (124986.800000 sec): 3 clusters
  Score: Raw -621189.867831 + Penalty 2892.101992 = -618297.765840
  nChanged 241
		SP:Iteration 12Q (124987.000000 sec): 3 clusters
  Score: Raw -621314.808965 + Penalty 2892.101992 = -618422.706974
  nChanged 212
		SP:Iteration 13Q (124987.190000 sec): 3 clusters
  Score: Raw -621420.856611 + Penalty 2892.101992 = -618528.754619
  nChanged 196
		SP:Iteration 14Q (124987.390000 sec): 3 clusters
  Score: Raw -621518.212480 + Penalty 2892.101992 = -618626.110488
  nChanged 180
		SP:Iteration 15Q (124987.580000 sec): 3 clusters
  Score: Raw -621612.585933 + Penalty 2892.101992 = -618720.483941
  nChanged 151
		SP:Iteration 16Q (124987.760000 sec): 3 clusters
  Score: Raw -621679.317691 + Penalty 2892.101992 = -618787.215699
  nChanged 145
		SP:Iteration 17Q (124987.940000 sec): 3 clusters
  Score: Raw -621747.281592 + Penalty 2892.101992 = -618855.179600
  nChanged 130
		SP:Iteration 18Q (124988.170000 sec): 3 clusters
  Score: Raw -621803.008672 + Penalty 2892.101992 = -618910.906680
  nChanged 118
		SP:Iteration 19Q (124988.330000 sec): 3 clusters
  Score: Raw -621864.568093 + Penalty 2892.101992 = -618972.466101
  nChanged 117
		SP:Iteration 20F (124988.530000 sec): 3 clusters
  Score: Raw -621921.825915 + Penalty 2892.101992 = -619029.723923
  nChanged 85
		SP:Iteration 21Q (124988.730000 sec): 3 clusters
  Score: Raw -621957.189500 + Penalty 2892.101992 = -619065.087508
  nChanged 68
		SP:Iteration 22Q (124988.930000 sec): 3 clusters
  Score: Raw -621987.250670 + Penalty 2892.101992 = -619095.148679
  nChanged 56
		SP:Iteration 23Q (124989.120000 sec): 3 clusters
  Score: Raw -622005.210678 + Penalty 2892.101992 = -619113.108686
  nChanged 57
		SP:Iteration 24Q (124989.320000 sec): 3 clusters
  Score: Raw -622022.355476 + Penalty 2892.101992 = -619130.253485
  nChanged 54
		SP:Iteration 25Q (124989.520000 sec): 3 clusters
  Score: Raw -622040.274096 + Penalty 2892.101992 = -619148.172105
  nChanged 44
		SP:Iteration 26Q (124989.720000 sec): 3 clusters
  Score: Raw -622053.472830 + Penalty 2892.101992 = -619161.370838
  nChanged 33
		SP:Iteration 27Q (124989.900000 sec): 3 clusters
  Score: Raw -622061.123095 + Penalty 2892.101992 = -619169.021103
  nChanged 32
		SP:Iteration 28Q (124990.100000 sec): 3 clusters
  Score: Raw -622070.423128 + Penalty 2892.101992 = -619178.321136
  nChanged 35
		SP:Iteration 29Q (124990.300000 sec): 3 clusters
  Score: Raw -622083.400142 + Penalty 2892.101992 = -619191.298150
  nChanged 37
		SP:Iteration 30Q (124990.500000 sec): 3 clusters
  Score: Raw -622094.594015 + Penalty 2892.101992 = -619202.492024
  nChanged 29
		SP:Iteration 31Q (124990.700000 sec): 3 clusters
  Score: Raw -622102.578784 + Penalty 2892.101992 = -619210.476792
  nChanged 30
		SP:Iteration 32Q (124990.900000 sec): 3 clusters
  Score: Raw -622111.334974 + Penalty 2892.101992 = -619219.232982
  nChanged 29
		SP:Iteration 33Q (124991.090000 sec): 3 clusters
  Score: Raw -622119.107114 + Penalty 2892.101992 = -619227.005123
  nChanged 30
		SP:Iteration 34Q (124991.290000 sec): 3 clusters
  Score: Raw -622128.928890 + Penalty 2892.101992 = -619236.826898
  nChanged 32
		SP:Iteration 35Q (124991.510000 sec): 3 clusters
  Score: Raw -622138.630778 + Penalty 2892.101992 = -619246.528786
  nChanged 31
		SP:Iteration 36Q (124991.660000 sec): 3 clusters
  Score: Raw -622148.858041 + Penalty 2892.101992 = -619256.756049
  nChanged 24
		SP:Iteration 37Q (124991.850000 sec): 3 clusters
  Score: Raw -622156.630820 + Penalty 2892.101992 = -619264.528829
  nChanged 34
		SP:Iteration 38Q (124992.040000 sec): 3 clusters
  Score: Raw -622168.512681 + Penalty 2892.101992 = -619276.410689
  nChanged 36
		SP:Iteration 39Q (124992.220000 sec): 3 clusters
  Score: Raw -622180.898714 + Penalty 2892.101992 = -619288.796722
  nChanged 39
		SP:Iteration 40F (124992.410000 sec): 3 clusters
  Score: Raw -622195.259433 + Penalty 2892.101992 = -619303.157441
  nChanged 43
		SP:Iteration 41Q (124992.600000 sec): 3 clusters
  Score: Raw -622211.325959 + Penalty 2892.101992 = -619319.223967
  nChanged 48
		SP:Iteration 42Q (124992.780000 sec): 3 clusters
  Score: Raw -622234.808069 + Penalty 2892.101992 = -619342.706077
  nChanged 51
		SP:Iteration 43Q (124992.980000 sec): 3 clusters
  Score: Raw -622252.543334 + Penalty 2892.101992 = -619360.441342
  nChanged 33
		SP:Iteration 44Q (124993.160000 sec): 3 clusters
  Score: Raw -622263.991198 + Penalty 2892.101992 = -619371.889206
  nChanged 25
		SP:Iteration 45Q (124993.350000 sec): 3 clusters
  Score: Raw -622271.344808 + Penalty 2892.101992 = -619379.242817
  nChanged 25
		SP:Iteration 46Q (124993.540000 sec): 3 clusters
  Score: Raw -622278.917604 + Penalty 2892.101992 = -619386.815613
  nChanged 25
		SP:Iteration 47Q (124993.720000 sec): 3 clusters
  Score: Raw -622287.530492 + Penalty 2892.101992 = -619395.428501
  nChanged 24
		SP:Iteration 48Q (124993.900000 sec): 3 clusters
  Score: Raw -622294.072102 + Penalty 2892.101992 = -619401.970110
  nChanged 26
		SP:Iteration 49Q (124994.090000 sec): 3 clusters
  Score: Raw -622302.581916 + Penalty 2892.101992 = -619410.479924
  nChanged 27
		SP:Iteration 50Q (124994.270000 sec): 3 clusters
  Score: Raw -622312.668617 + Penalty 2892.101992 = -619420.566625
  nChanged 34
		SP:Iteration 51Q (124994.460000 sec): 3 clusters
  Score: Raw -622325.463298 + Penalty 2892.101992 = -619433.361306
  nChanged 26
		SP:Iteration 52Q (124994.640000 sec): 3 clusters
  Score: Raw -622337.448723 + Penalty 2892.101992 = -619445.346731
  nChanged 39
		SP:Iteration 53Q (124994.830000 sec): 3 clusters
  Score: Raw -622348.463989 + Penalty 2892.101992 = -619456.361998
  nChanged 16
		SP:Iteration 54Q (124995.010000 sec): 3 clusters
  Score: Raw -622353.892506 + Penalty 2892.101992 = -619461.790514
  nChanged 17
		SP:Iteration 55Q (124995.200000 sec): 3 clusters
  Score: Raw -622361.069543 + Penalty 2892.101992 = -619468.967551
  nChanged 20
		SP:Iteration 56Q (124995.380000 sec): 3 clusters
  Score: Raw -622368.124104 + Penalty 2892.101992 = -619476.022113
  nChanged 22
		SP:Iteration 57Q (124995.560000 sec): 3 clusters
  Score: Raw -622376.628951 + Penalty 2892.101992 = -619484.526959
  nChanged 27
		SP:Iteration 58Q (124995.750000 sec): 3 clusters
  Score: Raw -622388.933805 + Penalty 2892.101992 = -619496.831814
  nChanged 29
		SP:Iteration 59Q (124995.940000 sec): 3 clusters
  Score: Raw -622400.312099 + Penalty 2892.101992 = -619508.210107
  nChanged 28
		SP:Iteration 60F (124996.120000 sec): 3 clusters
  Score: Raw -622410.338439 + Penalty 2892.101992 = -619518.236447
  nChanged 19
		SP:Iteration 61Q (124996.300000 sec): 3 clusters
  Score: Raw -622416.430811 + Penalty 2892.101992 = -619524.328820
  nChanged 19
		SP:Iteration 62Q (124996.490000 sec): 3 clusters
  Score: Raw -622422.364856 + Penalty 2892.101992 = -619530.262864
  nChanged 13
		SP:Iteration 63Q (124996.680000 sec): 3 clusters
  Score: Raw -622426.740057 + Penalty 2892.101992 = -619534.638066
  nChanged 15
		SP:Iteration 64Q (124996.860000 sec): 3 clusters
  Score: Raw -622433.321262 + Penalty 2892.101992 = -619541.219270
  nChanged 17
		SP:Iteration 65Q (124997.050000 sec): 3 clusters
  Score: Raw -622440.439887 + Penalty 2892.101992 = -619548.337895
  nChanged 21
		SP:Iteration 66Q (124997.250000 sec): 3 clusters
  Score: Raw -622449.365782 + Penalty 2892.101992 = -619557.263791
  nChanged 16
		SP:Iteration 67Q (124997.440000 sec): 3 clusters
  Score: Raw -622454.410601 + Penalty 2892.101992 = -619562.308610
  nChanged 14
		SP:Iteration 68Q (124997.620000 sec): 3 clusters
  Score: Raw -622460.575999 + Penalty 2892.101992 = -619568.474007
  nChanged 13
		SP:Iteration 69Q (124997.810000 sec): 3 clusters
  Score: Raw -622466.708695 + Penalty 2892.101992 = -619574.606704
  nChanged 15
		SP:Iteration 70Q (124998.010000 sec): 3 clusters
  Score: Raw -622475.827276 + Penalty 2892.101992 = -619583.725284
  nChanged 19
		SP:Iteration 71Q (124998.280000 sec): 3 clusters
  Score: Raw -622484.760022 + Penalty 2892.101992 = -619592.658031
  nChanged 24
		SP:Iteration 72Q (124998.420000 sec): 3 clusters
  Score: Raw -622495.744755 + Penalty 2892.101992 = -619603.642763
  nChanged 20
		SP:Iteration 73Q (124998.610000 sec): 3 clusters
  Score: Raw -622510.485432 + Penalty 2892.101992 = -619618.383440
  nChanged 21
		SP:Iteration 74Q (124998.860000 sec): 3 clusters
  Score: Raw -622520.233478 + Penalty 2892.101992 = -619628.131486
  nChanged 20
		SP:Iteration 75Q (124999.000000 sec): 3 clusters
  Score: Raw -622528.202955 + Penalty 2892.101992 = -619636.100964
  nChanged 9
		SP:Iteration 76Q (124999.210000 sec): 3 clusters
  Score: Raw -622532.296099 + Penalty 2892.101992 = -619640.194107
  nChanged 9
		SP:Iteration 77Q (124999.410000 sec): 3 clusters
  Score: Raw -622536.277770 + Penalty 2892.101992 = -619644.175778
  nChanged 11
		SP:Iteration 78Q (124999.680000 sec): 3 clusters
  Score: Raw -622541.177284 + Penalty 2892.101992 = -619649.075292
  nChanged 11
		SP:Iteration 79Q (124999.840000 sec): 3 clusters
  Score: Raw -622545.762933 + Penalty 2892.101992 = -619653.660941
  nChanged 13
		SP:Iteration 80F (125000.050000 sec): 3 clusters
  Score: Raw -622552.330115 + Penalty 2892.101992 = -619660.228124
  nChanged 11
		SP:Iteration 81Q (125000.250000 sec): 3 clusters
  Score: Raw -622557.426274 + Penalty 2892.101992 = -619665.324283
  nChanged 10
		SP:Iteration 82Q (125000.450000 sec): 3 clusters
  Score: Raw -622560.817059 + Penalty 2892.101992 = -619668.715067
  nChanged 7
		SP:Iteration 83Q (125000.640000 sec): 3 clusters
  Score: Raw -622563.526887 + Penalty 2892.101992 = -619671.424896
  nChanged 3
		SP:Iteration 84Q (125000.820000 sec): 3 clusters
  Score: Raw -622564.764717 + Penalty 2892.101992 = -619672.662726
  nChanged 3
		SP:Iteration 85Q (125001.010000 sec): 3 clusters
  Score: Raw -622565.854809 + Penalty 2892.101992 = -619673.752817
  nChanged 2
		SP:Iteration 86Q (125001.200000 sec): 3 clusters
  Score: Raw -622566.613101 + Penalty 2892.101992 = -619674.511110
  nChanged 1
		SP:Iteration 87Q (125001.390000 sec): 3 clusters
  Score: Raw -622566.938209 + Penalty 2892.101992 = -619674.836218
  nChanged 0
		SP:Iteration 88F (125001.570000 sec): 3 clusters
  Score: Raw -622566.938209 + Penalty 2892.101992 = -619674.836218
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 15 (43293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125001.890000 sec): 2 clusters
  Score: Raw -3821691.146457 + Penalty 1734.808764 = -3819956.337694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125002.300000 sec): 3 clusters
  Score: Raw -3794191.135414 + Penalty 3469.617527 = -3790721.517886
  nChanged 20360
		SP:Iteration 1F (125002.740000 sec): 3 clusters
  Score: Raw -3805816.636922 + Penalty 3469.617527 = -3802347.019394
  nChanged 2055
		SP:Iteration 2Q (125003.170000 sec): 3 clusters
  Score: Raw -3806705.057347 + Penalty 3469.617527 = -3803235.439819
  nChanged 2433
		SP:Iteration 3F (125003.620000 sec): 3 clusters
  Score: Raw -3808085.233560 + Penalty 3469.617527 = -3804615.616032
  nChanged 2968
		SP:Iteration 4F (125004.070000 sec): 3 clusters
  Score: Raw -3810161.550689 + Penalty 3469.617527 = -3806691.933161
  nChanged 3363
		SP:Iteration 5F (125004.520000 sec): 3 clusters
  Score: Raw -3812728.005617 + Penalty 3469.617527 = -3809258.388089
  nChanged 3135
		SP:Iteration 6F (125004.970000 sec): 3 clusters
  Score: Raw -3815291.437052 + Penalty 3469.617527 = -3811821.819525
  nChanged 2568
		SP:Iteration 7F (125005.410000 sec): 3 clusters
  Score: Raw -3817550.504015 + Penalty 3469.617527 = -3814080.886488
  nChanged 1858
		SP:Iteration 8Q (125005.860000 sec): 3 clusters
  Score: Raw -3819322.581293 + Penalty 3469.617527 = -3815852.963766
  nChanged 1245
		SP:Iteration 9Q (125006.260000 sec): 3 clusters
  Score: Raw -3820617.671183 + Penalty 3469.617527 = -3817148.053655
  nChanged 880
		SP:Iteration 10Q (125006.680000 sec): 3 clusters
  Score: Raw -3821500.252997 + Penalty 3469.617527 = -3818030.635470
  nChanged 600
		SP:Iteration 11Q (125007.100000 sec): 3 clusters
  Score: Raw -3822026.433851 + Penalty 3469.617527 = -3818556.816323
  nChanged 440
		SP:Iteration 12Q (125007.540000 sec): 3 clusters
  Score: Raw -3822321.719562 + Penalty 3469.617527 = -3818852.102035
  nChanged 296
		SP:Iteration 13Q (125008.010000 sec): 3 clusters
  Score: Raw -3822481.339009 + Penalty 3469.617527 = -3819011.721482
  nChanged 237
		SP:Iteration 14Q (125008.470000 sec): 3 clusters
  Score: Raw -3822589.818164 + Penalty 3469.617527 = -3819120.200637
  nChanged 189
		SP:Iteration 15Q (125008.920000 sec): 3 clusters
  Score: Raw -3822669.772501 + Penalty 3469.617527 = -3819200.154974
  nChanged 145
		SP:Iteration 16Q (125009.400000 sec): 3 clusters
  Score: Raw -3822732.327669 + Penalty 3469.617527 = -3819262.710142
  nChanged 131
		SP:Iteration 17Q (125009.850000 sec): 3 clusters
  Score: Raw -3822781.449170 + Penalty 3469.617527 = -3819311.831643
  nChanged 92
		SP:Iteration 18Q (125010.330000 sec): 3 clusters
  Score: Raw -3822811.377431 + Penalty 3469.617527 = -3819341.759903
  nChanged 88
		SP:Iteration 19Q (125010.800000 sec): 3 clusters
  Score: Raw -3822837.158682 + Penalty 3469.617527 = -3819367.541154
  nChanged 70
		SP:Iteration 20F (125011.210000 sec): 3 clusters
  Score: Raw -3822856.850073 + Penalty 3469.617527 = -3819387.232545
  nChanged 53
		SP:Iteration 21Q (125011.620000 sec): 3 clusters
  Score: Raw -3822869.125304 + Penalty 3469.617527 = -3819399.507777
  nChanged 53
		SP:Iteration 22Q (125012.090000 sec): 3 clusters
  Score: Raw -3822880.458957 + Penalty 3469.617527 = -3819410.841429
  nChanged 44
		SP:Iteration 23Q (125012.540000 sec): 3 clusters
  Score: Raw -3822888.945112 + Penalty 3469.617527 = -3819419.327585
  nChanged 41
		SP:Iteration 24Q (125012.990000 sec): 3 clusters
  Score: Raw -3822897.929632 + Penalty 3469.617527 = -3819428.312104
  nChanged 32
		SP:Iteration 25Q (125013.470000 sec): 3 clusters
  Score: Raw -3822904.218643 + Penalty 3469.617527 = -3819434.601115
  nChanged 32
		SP:Iteration 26Q (125013.920000 sec): 3 clusters
  Score: Raw -3822910.603944 + Penalty 3469.617527 = -3819440.986416
  nChanged 34
		SP:Iteration 27Q (125014.330000 sec): 3 clusters
  Score: Raw -3822917.835755 + Penalty 3469.617527 = -3819448.218228
  nChanged 31
		SP:Iteration 28Q (125014.770000 sec): 3 clusters
  Score: Raw -3822923.615017 + Penalty 3469.617527 = -3819453.997490
  nChanged 28
		SP:Iteration 29Q (125015.210000 sec): 3 clusters
  Score: Raw -3822928.192060 + Penalty 3469.617527 = -3819458.574532
  nChanged 28
		SP:Iteration 30Q (125015.660000 sec): 3 clusters
  Score: Raw -3822932.404352 + Penalty 3469.617527 = -3819462.786824
  nChanged 20
		SP:Iteration 31Q (125016.110000 sec): 3 clusters
  Score: Raw -3822935.419073 + Penalty 3469.617527 = -3819465.801545
  nChanged 12
		SP:Iteration 32Q (125016.520000 sec): 3 clusters
  Score: Raw -3822937.134314 + Penalty 3469.617527 = -3819467.516787
  nChanged 17
		SP:Iteration 33Q (125016.940000 sec): 3 clusters
  Score: Raw -3822939.597446 + Penalty 3469.617527 = -3819469.979919
  nChanged 13
		SP:Iteration 34Q (125017.380000 sec): 3 clusters
  Score: Raw -3822941.128794 + Penalty 3469.617527 = -3819471.511267
  nChanged 11
		SP:Iteration 35Q (125017.830000 sec): 3 clusters
  Score: Raw -3822942.505337 + Penalty 3469.617527 = -3819472.887809
  nChanged 9
		SP:Iteration 36Q (125018.280000 sec): 3 clusters
  Score: Raw -3822943.579496 + Penalty 3469.617527 = -3819473.961969
  nChanged 7
		SP:Iteration 37Q (125018.690000 sec): 3 clusters
  Score: Raw -3822944.278000 + Penalty 3469.617527 = -3819474.660473
  nChanged 8
		SP:Iteration 38Q (125019.140000 sec): 3 clusters
  Score: Raw -3822945.379526 + Penalty 3469.617527 = -3819475.761999
  nChanged 2
		SP:Iteration 39Q (125019.590000 sec): 3 clusters
  Score: Raw -3822945.556615 + Penalty 3469.617527 = -3819475.939087
  nChanged 3
		SP:Iteration 40F (125020.040000 sec): 3 clusters
  Score: Raw -3822945.873698 + Penalty 3469.617527 = -3819476.256171
  nChanged 2
		SP:Iteration 41Q (125020.460000 sec): 3 clusters
  Score: Raw -3822946.248793 + Penalty 3469.617527 = -3819476.631265
  nChanged 2
		SP:Iteration 42Q (125020.880000 sec): 3 clusters
  Score: Raw -3822946.692151 + Penalty 3469.617527 = -3819477.074623
  nChanged 6
		SP:Iteration 43Q (125021.320000 sec): 3 clusters
  Score: Raw -3822947.858763 + Penalty 3469.617527 = -3819478.241236
  nChanged 5
		SP:Iteration 44Q (125021.730000 sec): 3 clusters
  Score: Raw -3822948.190245 + Penalty 3469.617527 = -3819478.572718
  nChanged 1
		SP:Iteration 45Q (125022.180000 sec): 3 clusters
  Score: Raw -3822948.214406 + Penalty 3469.617527 = -3819478.596878
  nChanged 0
		SP:Iteration 46F (125022.630000 sec): 3 clusters
  Score: Raw -3822948.214406 + Penalty 3469.617527 = -3819478.596878
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 16 (315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125022.710000 sec): 2 clusters
  Score: Raw -26248.493929 + Penalty 934.793054 = -25313.700875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125022.880000 sec): 3 clusters
  Score: Raw -26325.085122 + Penalty 1869.586108 = -24455.499015
  nChanged 54
		SP:Iteration 1F (125023.060000 sec): 3 clusters
  Score: Raw -26418.114096 + Penalty 1869.586108 = -24548.527988
  nChanged 16
		SP:Iteration 2F (125023.230000 sec): 3 clusters
  Score: Raw -26472.051403 + Penalty 1869.586108 = -24602.465295
  nChanged 11
		SP:Iteration 3Q (125023.410000 sec): 3 clusters
  Score: Raw -26500.327476 + Penalty 1869.586108 = -24630.741368
  nChanged 6
		SP:Iteration 4Q (125023.580000 sec): 3 clusters
  Score: Raw -26515.754108 + Penalty 1869.586108 = -24646.168000
  nChanged 1
		SP:Iteration 5Q (125023.760000 sec): 3 clusters
  Score: Raw -26517.283522 + Penalty 1869.586108 = -24647.697415
  nChanged 1
		SP:Iteration 6Q (125023.930000 sec): 3 clusters
  Score: Raw -26518.150100 + Penalty 1869.586108 = -24648.563992
  nChanged 1
		SP:Iteration 7Q (125024.110000 sec): 3 clusters
  Score: Raw -26521.655524 + Penalty 1869.586108 = -24652.069416
  nChanged 0
		SP:Iteration 8F (125024.290000 sec): 3 clusters
  Score: Raw -26521.655524 + Penalty 1869.586108 = -24652.069416
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 17 (9562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125024.410000 sec): 2 clusters
  Score: Raw -728531.623154 + Penalty 1489.402231 = -727042.220924
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125024.640000 sec): 3 clusters
  Score: Raw -723218.200098 + Penalty 2978.804461 = -720239.395637
  nChanged 4113
		SP:Iteration 1F (125024.780000 sec): 3 clusters
  Score: Raw -725470.478640 + Penalty 2978.804461 = -722491.674178
  nChanged 636
		SP:Iteration 2F (125024.970000 sec): 3 clusters
  Score: Raw -725854.521616 + Penalty 2978.804461 = -722875.717155
  nChanged 603
		SP:Iteration 3F (125025.140000 sec): 3 clusters
  Score: Raw -726370.224902 + Penalty 2978.804461 = -723391.420441
  nChanged 597
		SP:Iteration 4F (125025.320000 sec): 3 clusters
  Score: Raw -726787.316012 + Penalty 2978.804461 = -723808.511551
  nChanged 521
		SP:Iteration 5F (125025.500000 sec): 3 clusters
  Score: Raw -727111.195451 + Penalty 2978.804461 = -724132.390990
  nChanged 446
		SP:Iteration 6Q (125025.670000 sec): 3 clusters
  Score: Raw -727338.998736 + Penalty 2978.804461 = -724360.194274
  nChanged 398
		SP:Iteration 7Q (125025.840000 sec): 3 clusters
  Score: Raw -727539.693969 + Penalty 2978.804461 = -724560.889507
  nChanged 330
		SP:Iteration 8Q (125026.030000 sec): 3 clusters
  Score: Raw -727680.763077 + Penalty 2978.804461 = -724701.958616
  nChanged 256
		SP:Iteration 9Q (125026.240000 sec): 3 clusters
  Score: Raw -727790.168126 + Penalty 2978.804461 = -724811.363664
  nChanged 239
		SP:Iteration 10Q (125026.430000 sec): 3 clusters
  Score: Raw -727887.771840 + Penalty 2978.804461 = -724908.967378
  nChanged 200
		SP:Iteration 11Q (125026.600000 sec): 3 clusters
  Score: Raw -727956.867808 + Penalty 2978.804461 = -724978.063346
  nChanged 180
		SP:Iteration 12Q (125026.810000 sec): 3 clusters
  Score: Raw -728022.694039 + Penalty 2978.804461 = -725043.889577
  nChanged 160
		SP:Iteration 13Q (125027.030000 sec): 3 clusters
  Score: Raw -728087.675814 + Penalty 2978.804461 = -725108.871352
  nChanged 180
		SP:Iteration 14Q (125027.260000 sec): 3 clusters
  Score: Raw -728178.820159 + Penalty 2978.804461 = -725200.015697
  nChanged 204
		SP:Iteration 15Q (125027.480000 sec): 3 clusters
  Score: Raw -728289.658404 + Penalty 2978.804461 = -725310.853943
  nChanged 215
		SP:Iteration 16Q (125027.750000 sec): 3 clusters
  Score: Raw -728403.092204 + Penalty 2978.804461 = -725424.287742
  nChanged 220
		SP:Iteration 17Q (125027.940000 sec): 3 clusters
  Score: Raw -728541.148214 + Penalty 2978.804461 = -725562.343752
  nChanged 243
		SP:Iteration 18Q (125028.120000 sec): 3 clusters
  Score: Raw -728706.737724 + Penalty 2978.804461 = -725727.933263
  nChanged 260
		SP:Iteration 19Q (125028.350000 sec): 3 clusters
  Score: Raw -728889.510747 + Penalty 2978.804461 = -725910.706286
  nChanged 224
		SP:Iteration 20F (125028.500000 sec): 3 clusters
  Score: Raw -729048.942476 + Penalty 2978.804461 = -726070.138014
  nChanged 208
		SP:Iteration 21Q (125028.640000 sec): 3 clusters
  Score: Raw -729191.436778 + Penalty 2978.804461 = -726212.632317
  nChanged 178
		SP:Iteration 22Q (125028.800000 sec): 3 clusters
  Score: Raw -729313.566592 + Penalty 2978.804461 = -726334.762130
  nChanged 138
		SP:Iteration 23Q (125029.000000 sec): 3 clusters
  Score: Raw -729398.367436 + Penalty 2978.804461 = -726419.562975
  nChanged 118
		SP:Iteration 24Q (125029.130000 sec): 3 clusters
  Score: Raw -729452.965703 + Penalty 2978.804461 = -726474.161241
  nChanged 89
		SP:Iteration 25Q (125029.280000 sec): 3 clusters
  Score: Raw -729491.607276 + Penalty 2978.804461 = -726512.802815
  nChanged 73
		SP:Iteration 26Q (125029.440000 sec): 3 clusters
  Score: Raw -729521.040011 + Penalty 2978.804461 = -726542.235550
  nChanged 64
		SP:Iteration 27Q (125029.630000 sec): 3 clusters
  Score: Raw -729548.694822 + Penalty 2978.804461 = -726569.890360
  nChanged 44
		SP:Iteration 28Q (125029.810000 sec): 3 clusters
  Score: Raw -729566.125488 + Penalty 2978.804461 = -726587.321027
  nChanged 54
		SP:Iteration 29Q (125030.010000 sec): 3 clusters
  Score: Raw -729590.932978 + Penalty 2978.804461 = -726612.128516
  nChanged 50
		SP:Iteration 30Q (125030.200000 sec): 3 clusters
  Score: Raw -729613.228979 + Penalty 2978.804461 = -726634.424518
  nChanged 56
		SP:Iteration 31Q (125030.390000 sec): 3 clusters
  Score: Raw -729633.183531 + Penalty 2978.804461 = -726654.379069
  nChanged 39
		SP:Iteration 32Q (125030.570000 sec): 3 clusters
  Score: Raw -729644.998288 + Penalty 2978.804461 = -726666.193826
  nChanged 22
		SP:Iteration 33Q (125030.750000 sec): 3 clusters
  Score: Raw -729649.411578 + Penalty 2978.804461 = -726670.607117
  nChanged 20
		SP:Iteration 34Q (125030.940000 sec): 3 clusters
  Score: Raw -729653.939514 + Penalty 2978.804461 = -726675.135053
  nChanged 17
		SP:Iteration 35Q (125031.130000 sec): 3 clusters
  Score: Raw -729658.397439 + Penalty 2978.804461 = -726679.592978
  nChanged 15
		SP:Iteration 36Q (125031.350000 sec): 3 clusters
  Score: Raw -729661.875161 + Penalty 2978.804461 = -726683.070700
  nChanged 13
		SP:Iteration 37Q (125031.500000 sec): 3 clusters
  Score: Raw -729664.183920 + Penalty 2978.804461 = -726685.379458
  nChanged 5
		SP:Iteration 38Q (125031.760000 sec): 3 clusters
  Score: Raw -729665.064242 + Penalty 2978.804461 = -726686.259780
  nChanged 8
		SP:Iteration 39Q (125031.960000 sec): 3 clusters
  Score: Raw -729666.456747 + Penalty 2978.804461 = -726687.652286
  nChanged 8
		SP:Iteration 40F (125032.140000 sec): 3 clusters
  Score: Raw -729668.349032 + Penalty 2978.804461 = -726689.544571
  nChanged 8
		SP:Iteration 41Q (125032.330000 sec): 3 clusters
  Score: Raw -729670.445799 + Penalty 2978.804461 = -726691.641337
  nChanged 11
		SP:Iteration 42Q (125032.510000 sec): 3 clusters
  Score: Raw -729672.610208 + Penalty 2978.804461 = -726693.805747
  nChanged 10
		SP:Iteration 43Q (125032.690000 sec): 3 clusters
  Score: Raw -729674.409183 + Penalty 2978.804461 = -726695.604721
  nChanged 8
		SP:Iteration 44Q (125032.880000 sec): 3 clusters
  Score: Raw -729675.632273 + Penalty 2978.804461 = -726696.827811
  nChanged 2
		SP:Iteration 45Q (125033.060000 sec): 3 clusters
  Score: Raw -729675.938828 + Penalty 2978.804461 = -726697.134366
  nChanged 2
		SP:Iteration 46Q (125033.240000 sec): 3 clusters
  Score: Raw -729676.484123 + Penalty 2978.804461 = -726697.679662
  nChanged 4
		SP:Iteration 47Q (125033.430000 sec): 3 clusters
  Score: Raw -729677.474318 + Penalty 2978.804461 = -726698.669856
  nChanged 3
		SP:Iteration 48Q (125033.600000 sec): 3 clusters
  Score: Raw -729678.025792 + Penalty 2978.804461 = -726699.221331
  nChanged 1
		SP:Iteration 49Q (125033.780000 sec): 3 clusters
  Score: Raw -729678.139832 + Penalty 2978.804461 = -726699.335371
  nChanged 0
		SP:Iteration 50F (125034.030000 sec): 3 clusters
  Score: Raw -729678.139832 + Penalty 2978.804461 = -726699.335371
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 18 (507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125034.090000 sec): 2 clusters
  Score: Raw -44063.506816 + Penalty 1012.133038 = -43051.373778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125034.250000 sec): 3 clusters
  Score: Raw -43992.665153 + Penalty 2024.266076 = -41968.399077
  nChanged 111
		SP:Iteration 1F (125034.410000 sec): 3 clusters
  Score: Raw -44151.135942 + Penalty 2024.266076 = -42126.869866
  nChanged 25
		SP:Iteration 2Q (125034.570000 sec): 3 clusters
  Score: Raw -44184.380898 + Penalty 2024.266076 = -42160.114822
  nChanged 11
		SP:Iteration 3Q (125034.730000 sec): 3 clusters
  Score: Raw -44207.053576 + Penalty 2024.266076 = -42182.787500
  nChanged 15
		SP:Iteration 4Q (125034.890000 sec): 3 clusters
  Score: Raw -44228.610420 + Penalty 2024.266076 = -42204.344344
  nChanged 11
		SP:Iteration 5Q (125035.050000 sec): 3 clusters
  Score: Raw -44244.537442 + Penalty 2024.266076 = -42220.271366
  nChanged 4
		SP:Iteration 6Q (125035.210000 sec): 3 clusters
  Score: Raw -44254.724018 + Penalty 2024.266076 = -42230.457942
  nChanged 2
		SP:Iteration 7Q (125035.370000 sec): 3 clusters
  Score: Raw -44259.167707 + Penalty 2024.266076 = -42234.901631
  nChanged 0
		SP:Iteration 8F (125035.530000 sec): 3 clusters
  Score: Raw -44259.167707 + Penalty 2024.266076 = -42234.901631
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 19 (171568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125036.440000 sec): 2 clusters
  Score: Raw -14816237.577184 + Penalty 1958.569432 = -14814279.007752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125037.550000 sec): 3 clusters
  Score: Raw -14703238.750041 + Penalty 3917.138865 = -14699321.611176
  nChanged 82569
		SP:Iteration 1F (125038.800000 sec): 3 clusters
  Score: Raw -14752316.989808 + Penalty 3917.138865 = -14748399.850943
  nChanged 5366
		SP:Iteration 2Q (125040.230000 sec): 3 clusters
  Score: Raw -14753824.868482 + Penalty 3917.138865 = -14749907.729617
  nChanged 6299
		SP:Iteration 3Q (125041.620000 sec): 3 clusters
  Score: Raw -14756041.993008 + Penalty 3917.138865 = -14752124.854143
  nChanged 7586
		SP:Iteration 4Q (125043.040000 sec): 3 clusters
  Score: Raw -14759493.531137 + Penalty 3917.138865 = -14755576.392272
  nChanged 9344
		SP:Iteration 5F (125044.290000 sec): 3 clusters
  Score: Raw -14765025.970720 + Penalty 3917.138865 = -14761108.831855
  nChanged 11400
		SP:Iteration 6F (125045.530000 sec): 3 clusters
  Score: Raw -14773502.306572 + Penalty 3917.138865 = -14769585.167707
  nChanged 13193
		SP:Iteration 7F (125046.720000 sec): 3 clusters
  Score: Raw -14784786.691910 + Penalty 3917.138865 = -14780869.553045
  nChanged 12803
		SP:Iteration 8F (125047.980000 sec): 3 clusters
  Score: Raw -14796326.676293 + Penalty 3917.138865 = -14792409.537428
  nChanged 10169
		SP:Iteration 9F (125049.260000 sec): 3 clusters
  Score: Raw -14805355.109946 + Penalty 3917.138865 = -14801437.971081
  nChanged 6551
		SP:Iteration 10Q (125050.550000 sec): 3 clusters
  Score: Raw -14810911.105641 + Penalty 3917.138865 = -14806993.966777
  nChanged 3594
		SP:Iteration 11Q (125051.880000 sec): 3 clusters
  Score: Raw -14813725.292851 + Penalty 3917.138865 = -14809808.153986
  nChanged 1854
		SP:Iteration 12Q (125053.170000 sec): 3 clusters
  Score: Raw -14815102.394486 + Penalty 3917.138865 = -14811185.255622
  nChanged 914
		SP:Iteration 13Q (125054.420000 sec): 3 clusters
  Score: Raw -14815742.803579 + Penalty 3917.138865 = -14811825.664714
  nChanged 462
		SP:Iteration 14Q (125055.680000 sec): 3 clusters
  Score: Raw -14816058.574582 + Penalty 3917.138865 = -14812141.435717
  nChanged 244
		SP:Iteration 15Q (125056.920000 sec): 3 clusters
  Score: Raw -14816232.620607 + Penalty 3917.138865 = -14812315.481742
  nChanged 138
		SP:Iteration 16Q (125058.140000 sec): 3 clusters
  Score: Raw -14816327.950068 + Penalty 3917.138865 = -14812410.811204
  nChanged 86
		SP:Iteration 17Q (125059.390000 sec): 3 clusters
  Score: Raw -14816388.569833 + Penalty 3917.138865 = -14812471.430968
  nChanged 54
		SP:Iteration 18Q (125060.570000 sec): 3 clusters
  Score: Raw -14816422.424584 + Penalty 3917.138865 = -14812505.285719
  nChanged 31
		SP:Iteration 19Q (125061.820000 sec): 3 clusters
  Score: Raw -14816443.649237 + Penalty 3917.138865 = -14812526.510372
  nChanged 29
		SP:Iteration 20F (125063.130000 sec): 3 clusters
  Score: Raw -14816458.043331 + Penalty 3917.138865 = -14812540.904466
  nChanged 18
		SP:Iteration 21Q (125064.380000 sec): 3 clusters
  Score: Raw -14816469.516141 + Penalty 3917.138865 = -14812552.377276
  nChanged 12
		SP:Iteration 22Q (125065.630000 sec): 3 clusters
  Score: Raw -14816477.950601 + Penalty 3917.138865 = -14812560.811736
  nChanged 15
		SP:Iteration 23Q (125066.840000 sec): 3 clusters
  Score: Raw -14816487.429965 + Penalty 3917.138865 = -14812570.291100
  nChanged 16
		SP:Iteration 24Q (125068.090000 sec): 3 clusters
  Score: Raw -14816498.766983 + Penalty 3917.138865 = -14812581.628118
  nChanged 11
		SP:Iteration 25Q (125069.280000 sec): 3 clusters
  Score: Raw -14816506.569619 + Penalty 3917.138865 = -14812589.430754
  nChanged 9
		SP:Iteration 26Q (125070.540000 sec): 3 clusters
  Score: Raw -14816511.338824 + Penalty 3917.138865 = -14812594.199959
  nChanged 3
		SP:Iteration 27Q (125071.790000 sec): 3 clusters
  Score: Raw -14816512.863854 + Penalty 3917.138865 = -14812595.724989
  nChanged 3
		SP:Iteration 28Q (125073.040000 sec): 3 clusters
  Score: Raw -14816514.327753 + Penalty 3917.138865 = -14812597.188888
  nChanged 3
		SP:Iteration 29Q (125074.280000 sec): 3 clusters
  Score: Raw -14816516.976568 + Penalty 3917.138865 = -14812599.837703
  nChanged 4
		SP:Iteration 30Q (125075.540000 sec): 3 clusters
  Score: Raw -14816519.678944 + Penalty 3917.138865 = -14812602.540079
  nChanged 5
		SP:Iteration 31Q (125076.780000 sec): 3 clusters
  Score: Raw -14816522.095808 + Penalty 3917.138865 = -14812604.956943
  nChanged 4
		SP:Iteration 32Q (125078.040000 sec): 3 clusters
  Score: Raw -14816524.913145 + Penalty 3917.138865 = -14812607.774280
  nChanged 0
		SP:Iteration 33F (125079.300000 sec): 3 clusters
  Score: Raw -14816524.913145 + Penalty 3917.138865 = -14812607.774280
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 20 (472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125079.400000 sec): 2 clusters
  Score: Raw -39501.348692 + Penalty 1000.509085 = -38500.839607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125079.560000 sec): 3 clusters
  Score: Raw -39457.581646 + Penalty 2001.018170 = -37456.563476
  nChanged 108
		SP:Iteration 1F (125079.740000 sec): 3 clusters
  Score: Raw -39636.665434 + Penalty 2001.018170 = -37635.647264
  nChanged 28
		SP:Iteration 2F (125079.910000 sec): 3 clusters
  Score: Raw -39717.027359 + Penalty 2001.018170 = -37716.009188
  nChanged 16
		SP:Iteration 3Q (125080.090000 sec): 3 clusters
  Score: Raw -39861.351738 + Penalty 2001.018170 = -37860.333567
  nChanged 22
		SP:Iteration 4Q (125080.260000 sec): 3 clusters
  Score: Raw -39949.749274 + Penalty 2001.018170 = -37948.731103
  nChanged 15
		SP:Iteration 5Q (125080.440000 sec): 3 clusters
  Score: Raw -40004.176254 + Penalty 2001.018170 = -38003.158084
  nChanged 14
		SP:Iteration 6Q (125080.620000 sec): 3 clusters
  Score: Raw -40084.058403 + Penalty 2001.018170 = -38083.040232
  nChanged 17
		SP:Iteration 7Q (125080.790000 sec): 3 clusters
  Score: Raw -40212.447562 + Penalty 2001.018170 = -38211.429392
  nChanged 27
		SP:Iteration 8F (125080.970000 sec): 3 clusters
  Score: Raw -40286.373307 + Penalty 2001.018170 = -38285.355137
  nChanged 19
		SP:Iteration 9Q (125081.140000 sec): 3 clusters
  Score: Raw -40346.619103 + Penalty 2001.018170 = -38345.600932
  nChanged 12
		SP:Iteration 10Q (125081.320000 sec): 3 clusters
  Score: Raw -40389.216251 + Penalty 2001.018170 = -38388.198080
  nChanged 8
		SP:Iteration 11Q (125081.500000 sec): 3 clusters
  Score: Raw -40411.121782 + Penalty 2001.018170 = -38410.103612
  nChanged 6
		SP:Iteration 12Q (125081.670000 sec): 3 clusters
  Score: Raw -40431.201928 + Penalty 2001.018170 = -38430.183758
  nChanged 2
		SP:Iteration 13Q (125081.850000 sec): 3 clusters
  Score: Raw -40439.191648 + Penalty 2001.018170 = -38438.173478
  nChanged 1
		SP:Iteration 14Q (125082.020000 sec): 3 clusters
  Score: Raw -40441.459985 + Penalty 2001.018170 = -38440.441814
  nChanged 1
		SP:Iteration 15Q (125082.200000 sec): 3 clusters
  Score: Raw -40444.661873 + Penalty 2001.018170 = -38443.643703
  nChanged 1
		SP:Iteration 16Q (125082.370000 sec): 3 clusters
  Score: Raw -40449.509586 + Penalty 2001.018170 = -38448.491416
  nChanged 0
		SP:Iteration 17F (125082.550000 sec): 3 clusters
  Score: Raw -40449.509586 + Penalty 2001.018170 = -38448.491416
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 21 (2675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125082.680000 sec): 2 clusters
  Score: Raw -190715.089996 + Penalty 1282.402007 = -189432.687989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125082.800000 sec): 3 clusters
  Score: Raw -189482.145487 + Penalty 2564.804014 = -186917.341473
  nChanged 1024
		SP:Iteration 1F (125082.960000 sec): 3 clusters
  Score: Raw -190252.849096 + Penalty 2564.804014 = -187688.045081
  nChanged 208
		SP:Iteration 2F (125083.120000 sec): 3 clusters
  Score: Raw -190393.731128 + Penalty 2564.804014 = -187828.927113
  nChanged 131
		SP:Iteration 3Q (125083.280000 sec): 3 clusters
  Score: Raw -190488.727679 + Penalty 2564.804014 = -187923.923665
  nChanged 109
		SP:Iteration 4Q (125083.460000 sec): 3 clusters
  Score: Raw -190554.994796 + Penalty 2564.804014 = -187990.190782
  nChanged 84
		SP:Iteration 5Q (125083.630000 sec): 3 clusters
  Score: Raw -190602.731625 + Penalty 2564.804014 = -188037.927611
  nChanged 74
		SP:Iteration 6Q (125083.810000 sec): 3 clusters
  Score: Raw -190645.349672 + Penalty 2564.804014 = -188080.545658
  nChanged 64
		SP:Iteration 7Q (125083.980000 sec): 3 clusters
  Score: Raw -190697.896657 + Penalty 2564.804014 = -188133.092643
  nChanged 64
		SP:Iteration 8Q (125084.160000 sec): 3 clusters
  Score: Raw -190739.272261 + Penalty 2564.804014 = -188174.468246
  nChanged 64
		SP:Iteration 9Q (125084.330000 sec): 3 clusters
  Score: Raw -190789.672226 + Penalty 2564.804014 = -188224.868212
  nChanged 72
		SP:Iteration 10Q (125084.500000 sec): 3 clusters
  Score: Raw -190838.069441 + Penalty 2564.804014 = -188273.265427
  nChanged 60
		SP:Iteration 11Q (125084.680000 sec): 3 clusters
  Score: Raw -190878.065868 + Penalty 2564.804014 = -188313.261853
  nChanged 60
		SP:Iteration 12Q (125084.850000 sec): 3 clusters
  Score: Raw -190915.598689 + Penalty 2564.804014 = -188350.794675
  nChanged 43
		SP:Iteration 13Q (125085.020000 sec): 3 clusters
  Score: Raw -190941.937263 + Penalty 2564.804014 = -188377.133248
  nChanged 46
		SP:Iteration 14Q (125085.200000 sec): 3 clusters
  Score: Raw -190969.792480 + Penalty 2564.804014 = -188404.988466
  nChanged 41
		SP:Iteration 15Q (125085.370000 sec): 3 clusters
  Score: Raw -191001.056402 + Penalty 2564.804014 = -188436.252388
  nChanged 56
		SP:Iteration 16Q (125085.540000 sec): 3 clusters
  Score: Raw -191043.276968 + Penalty 2564.804014 = -188478.472954
  nChanged 48
		SP:Iteration 17Q (125085.720000 sec): 3 clusters
  Score: Raw -191070.525243 + Penalty 2564.804014 = -188505.721229
  nChanged 43
		SP:Iteration 18Q (125085.890000 sec): 3 clusters
  Score: Raw -191091.526541 + Penalty 2564.804014 = -188526.722527
  nChanged 33
		SP:Iteration 19Q (125086.060000 sec): 3 clusters
  Score: Raw -191113.113177 + Penalty 2564.804014 = -188548.309162
  nChanged 34
		SP:Iteration 20F (125086.240000 sec): 3 clusters
  Score: Raw -191142.645369 + Penalty 2564.804014 = -188577.841355
  nChanged 25
		SP:Iteration 21Q (125086.410000 sec): 3 clusters
  Score: Raw -191164.136910 + Penalty 2564.804014 = -188599.332896
  nChanged 33
		SP:Iteration 22Q (125086.590000 sec): 3 clusters
  Score: Raw -191185.026077 + Penalty 2564.804014 = -188620.222063
  nChanged 23
		SP:Iteration 23Q (125086.760000 sec): 3 clusters
  Score: Raw -191199.632987 + Penalty 2564.804014 = -188634.828973
  nChanged 23
		SP:Iteration 24Q (125086.930000 sec): 3 clusters
  Score: Raw -191212.585113 + Penalty 2564.804014 = -188647.781099
  nChanged 25
		SP:Iteration 25Q (125087.110000 sec): 3 clusters
  Score: Raw -191223.080812 + Penalty 2564.804014 = -188658.276798
  nChanged 17
		SP:Iteration 26Q (125087.280000 sec): 3 clusters
  Score: Raw -191233.352006 + Penalty 2564.804014 = -188668.547992
  nChanged 15
		SP:Iteration 27Q (125087.460000 sec): 3 clusters
  Score: Raw -191241.449307 + Penalty 2564.804014 = -188676.645293
  nChanged 12
		SP:Iteration 28Q (125087.630000 sec): 3 clusters
  Score: Raw -191247.541565 + Penalty 2564.804014 = -188682.737551
  nChanged 12
		SP:Iteration 29Q (125087.800000 sec): 3 clusters
  Score: Raw -191253.763898 + Penalty 2564.804014 = -188688.959884
  nChanged 10
		SP:Iteration 30Q (125087.980000 sec): 3 clusters
  Score: Raw -191258.305524 + Penalty 2564.804014 = -188693.501510
  nChanged 8
		SP:Iteration 31Q (125088.150000 sec): 3 clusters
  Score: Raw -191260.669201 + Penalty 2564.804014 = -188695.865187
  nChanged 4
		SP:Iteration 32Q (125088.320000 sec): 3 clusters
  Score: Raw -191263.458435 + Penalty 2564.804014 = -188698.654420
  nChanged 9
		SP:Iteration 33Q (125088.500000 sec): 3 clusters
  Score: Raw -191268.899086 + Penalty 2564.804014 = -188704.095071
  nChanged 8
		SP:Iteration 34Q (125088.670000 sec): 3 clusters
  Score: Raw -191273.305524 + Penalty 2564.804014 = -188708.501509
  nChanged 9
		SP:Iteration 35Q (125088.840000 sec): 3 clusters
  Score: Raw -191277.425950 + Penalty 2564.804014 = -188712.621935
  nChanged 8
		SP:Iteration 36Q (125089.020000 sec): 3 clusters
  Score: Raw -191280.680238 + Penalty 2564.804014 = -188715.876224
  nChanged 8
		SP:Iteration 37Q (125089.190000 sec): 3 clusters
  Score: Raw -191285.117578 + Penalty 2564.804014 = -188720.313563
  nChanged 11
		SP:Iteration 38Q (125089.360000 sec): 3 clusters
  Score: Raw -191289.793945 + Penalty 2564.804014 = -188724.989930
  nChanged 9
		SP:Iteration 39Q (125089.540000 sec): 3 clusters
  Score: Raw -191297.807862 + Penalty 2564.804014 = -188733.003848
  nChanged 15
		SP:Iteration 40F (125089.710000 sec): 3 clusters
  Score: Raw -191314.341275 + Penalty 2564.804014 = -188749.537261
  nChanged 22
		SP:Iteration 41Q (125089.880000 sec): 3 clusters
  Score: Raw -191331.643209 + Penalty 2564.804014 = -188766.839195
  nChanged 15
		SP:Iteration 42Q (125090.060000 sec): 3 clusters
  Score: Raw -191337.560096 + Penalty 2564.804014 = -188772.756081
  nChanged 10
		SP:Iteration 43Q (125090.230000 sec): 3 clusters
  Score: Raw -191342.758498 + Penalty 2564.804014 = -188777.954483
  nChanged 6
		SP:Iteration 44Q (125090.400000 sec): 3 clusters
  Score: Raw -191345.314494 + Penalty 2564.804014 = -188780.510480
  nChanged 4
		SP:Iteration 45Q (125090.580000 sec): 3 clusters
  Score: Raw -191350.265576 + Penalty 2564.804014 = -188785.461562
  nChanged 7
		SP:Iteration 46Q (125090.750000 sec): 3 clusters
  Score: Raw -191355.483113 + Penalty 2564.804014 = -188790.679099
  nChanged 11
		SP:Iteration 47Q (125090.930000 sec): 3 clusters
  Score: Raw -191362.428713 + Penalty 2564.804014 = -188797.624699
  nChanged 12
		SP:Iteration 48Q (125091.100000 sec): 3 clusters
  Score: Raw -191371.379765 + Penalty 2564.804014 = -188806.575751
  nChanged 11
		SP:Iteration 49Q (125091.270000 sec): 3 clusters
  Score: Raw -191376.107437 + Penalty 2564.804014 = -188811.303423
  nChanged 9
		SP:Iteration 50Q (125091.450000 sec): 3 clusters
  Score: Raw -191379.907539 + Penalty 2564.804014 = -188815.103524
  nChanged 7
		SP:Iteration 51Q (125091.620000 sec): 3 clusters
  Score: Raw -191383.520590 + Penalty 2564.804014 = -188818.716576
  nChanged 8
		SP:Iteration 52Q (125091.800000 sec): 3 clusters
  Score: Raw -191388.795836 + Penalty 2564.804014 = -188823.991822
  nChanged 10
		SP:Iteration 53Q (125091.970000 sec): 3 clusters
  Score: Raw -191399.962123 + Penalty 2564.804014 = -188835.158108
  nChanged 21
		SP:Iteration 54Q (125092.140000 sec): 3 clusters
  Score: Raw -191418.063366 + Penalty 2564.804014 = -188853.259352
  nChanged 13
		SP:Iteration 55Q (125092.320000 sec): 3 clusters
  Score: Raw -191427.451372 + Penalty 2564.804014 = -188862.647357
  nChanged 10
		SP:Iteration 56Q (125092.490000 sec): 3 clusters
  Score: Raw -191433.082429 + Penalty 2564.804014 = -188868.278415
  nChanged 11
		SP:Iteration 57Q (125092.660000 sec): 3 clusters
  Score: Raw -191438.335252 + Penalty 2564.804014 = -188873.531238
  nChanged 12
		SP:Iteration 58Q (125092.840000 sec): 3 clusters
  Score: Raw -191448.893928 + Penalty 2564.804014 = -188884.089913
  nChanged 12
		SP:Iteration 59Q (125093.010000 sec): 3 clusters
  Score: Raw -191457.429118 + Penalty 2564.804014 = -188892.625103
  nChanged 10
		SP:Iteration 60F (125093.180000 sec): 3 clusters
  Score: Raw -191462.439184 + Penalty 2564.804014 = -188897.635170
  nChanged 8
		SP:Iteration 61Q (125093.360000 sec): 3 clusters
  Score: Raw -191466.058343 + Penalty 2564.804014 = -188901.254329
  nChanged 8
		SP:Iteration 62Q (125093.530000 sec): 3 clusters
  Score: Raw -191469.868737 + Penalty 2564.804014 = -188905.064723
  nChanged 10
		SP:Iteration 63Q (125093.700000 sec): 3 clusters
  Score: Raw -191473.709724 + Penalty 2564.804014 = -188908.905710
  nChanged 6
		SP:Iteration 64Q (125093.880000 sec): 3 clusters
  Score: Raw -191476.880083 + Penalty 2564.804014 = -188912.076069
  nChanged 6
		SP:Iteration 65Q (125094.050000 sec): 3 clusters
  Score: Raw -191480.467106 + Penalty 2564.804014 = -188915.663092
  nChanged 3
		SP:Iteration 66Q (125094.220000 sec): 3 clusters
  Score: Raw -191481.473952 + Penalty 2564.804014 = -188916.669938
  nChanged 2
		SP:Iteration 67Q (125094.400000 sec): 3 clusters
  Score: Raw -191482.564756 + Penalty 2564.804014 = -188917.760741
  nChanged 3
		SP:Iteration 68Q (125094.570000 sec): 3 clusters
  Score: Raw -191484.071626 + Penalty 2564.804014 = -188919.267612
  nChanged 3
		SP:Iteration 69Q (125094.740000 sec): 3 clusters
  Score: Raw -191485.192179 + Penalty 2564.804014 = -188920.388164
  nChanged 1
		SP:Iteration 70Q (125094.920000 sec): 3 clusters
  Score: Raw -191485.552384 + Penalty 2564.804014 = -188920.748370
  nChanged 2
		SP:Iteration 71Q (125095.090000 sec): 3 clusters
  Score: Raw -191487.518688 + Penalty 2564.804014 = -188922.714674
  nChanged 3
		SP:Iteration 72Q (125095.270000 sec): 3 clusters
  Score: Raw -191488.701200 + Penalty 2564.804014 = -188923.897186
  nChanged 3
		SP:Iteration 73Q (125095.440000 sec): 3 clusters
  Score: Raw -191489.986496 + Penalty 2564.804014 = -188925.182482
  nChanged 3
		SP:Iteration 74Q (125095.610000 sec): 3 clusters
  Score: Raw -191490.982209 + Penalty 2564.804014 = -188926.178195
  nChanged 3
		SP:Iteration 75Q (125095.790000 sec): 3 clusters
  Score: Raw -191491.595529 + Penalty 2564.804014 = -188926.791515
  nChanged 3
		SP:Iteration 76Q (125095.960000 sec): 3 clusters
  Score: Raw -191494.122298 + Penalty 2564.804014 = -188929.318283
  nChanged 5
		SP:Iteration 77Q (125096.140000 sec): 3 clusters
  Score: Raw -191497.781135 + Penalty 2564.804014 = -188932.977121
  nChanged 6
		SP:Iteration 78Q (125096.310000 sec): 3 clusters
  Score: Raw -191506.404686 + Penalty 2564.804014 = -188941.600672
  nChanged 10
		SP:Iteration 79Q (125096.480000 sec): 3 clusters
  Score: Raw -191513.046074 + Penalty 2564.804014 = -188948.242059
  nChanged 5
		SP:Iteration 80F (125096.660000 sec): 3 clusters
  Score: Raw -191515.798988 + Penalty 2564.804014 = -188950.994974
  nChanged 8
		SP:Iteration 81Q (125096.830000 sec): 3 clusters
  Score: Raw -191529.766184 + Penalty 2564.804014 = -188964.962169
  nChanged 9
		SP:Iteration 82Q (125097.010000 sec): 3 clusters
  Score: Raw -191539.642973 + Penalty 2564.804014 = -188974.838958
  nChanged 11
		SP:Iteration 83Q (125097.180000 sec): 3 clusters
  Score: Raw -191557.307049 + Penalty 2564.804014 = -188992.503035
  nChanged 20
		SP:Iteration 84Q (125097.350000 sec): 3 clusters
  Score: Raw -191583.041653 + Penalty 2564.804014 = -189018.237639
  nChanged 17
		SP:Iteration 85Q (125097.530000 sec): 3 clusters
  Score: Raw -191601.898722 + Penalty 2564.804014 = -189037.094708
  nChanged 14
		SP:Iteration 86Q (125097.700000 sec): 3 clusters
  Score: Raw -191617.485842 + Penalty 2564.804014 = -189052.681827
  nChanged 13
		SP:Iteration 87Q (125097.870000 sec): 3 clusters
  Score: Raw -191627.881324 + Penalty 2564.804014 = -189063.077309
  nChanged 10
		SP:Iteration 88Q (125098.050000 sec): 3 clusters
  Score: Raw -191634.345658 + Penalty 2564.804014 = -189069.541643
  nChanged 4
		SP:Iteration 89Q (125098.220000 sec): 3 clusters
  Score: Raw -191636.821051 + Penalty 2564.804014 = -189072.017037
  nChanged 3
		SP:Iteration 90Q (125098.390000 sec): 3 clusters
  Score: Raw -191640.368093 + Penalty 2564.804014 = -189075.564078
  nChanged 3
		SP:Iteration 91Q (125098.570000 sec): 3 clusters
  Score: Raw -191641.796516 + Penalty 2564.804014 = -189076.992502
  nChanged 1
		SP:Iteration 92Q (125098.740000 sec): 3 clusters
  Score: Raw -191641.937534 + Penalty 2564.804014 = -189077.133520
  nChanged 0
		SP:Iteration 93F (125098.910000 sec): 3 clusters
  Score: Raw -191641.937534 + Penalty 2564.804014 = -189077.133520
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 22 (4597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125099.030000 sec): 2 clusters
  Score: Raw -370527.519445 + Penalty 1370.388369 = -369157.131076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125099.250000 sec): 3 clusters
  Score: Raw -368179.736419 + Penalty 2740.776739 = -365438.959680
  nChanged 1830
		SP:Iteration 1F (125099.370000 sec): 3 clusters
  Score: Raw -369266.396048 + Penalty 2740.776739 = -366525.619309
  nChanged 348
		SP:Iteration 2F (125099.550000 sec): 3 clusters
  Score: Raw -369468.938697 + Penalty 2740.776739 = -366728.161959
  nChanged 254
		SP:Iteration 3F (125099.720000 sec): 3 clusters
  Score: Raw -369623.488684 + Penalty 2740.776739 = -366882.711945
  nChanged 225
		SP:Iteration 4Q (125099.900000 sec): 3 clusters
  Score: Raw -369753.050382 + Penalty 2740.776739 = -367012.273643
  nChanged 194
		SP:Iteration 5Q (125100.070000 sec): 3 clusters
  Score: Raw -369872.130479 + Penalty 2740.776739 = -367131.353741
  nChanged 179
		SP:Iteration 6Q (125100.240000 sec): 3 clusters
  Score: Raw -369998.083979 + Penalty 2740.776739 = -367257.307240
  nChanged 179
		SP:Iteration 7Q (125100.420000 sec): 3 clusters
  Score: Raw -370119.602223 + Penalty 2740.776739 = -367378.825485
  nChanged 152
		SP:Iteration 8Q (125100.590000 sec): 3 clusters
  Score: Raw -370211.131648 + Penalty 2740.776739 = -367470.354909
  nChanged 133
		SP:Iteration 9Q (125100.760000 sec): 3 clusters
  Score: Raw -370292.151869 + Penalty 2740.776739 = -367551.375130
  nChanged 114
		SP:Iteration 10Q (125100.940000 sec): 3 clusters
  Score: Raw -370363.368845 + Penalty 2740.776739 = -367622.592107
  nChanged 88
		SP:Iteration 11Q (125101.110000 sec): 3 clusters
  Score: Raw -370428.125603 + Penalty 2740.776739 = -367687.348865
  nChanged 79
		SP:Iteration 12Q (125101.280000 sec): 3 clusters
  Score: Raw -370480.660775 + Penalty 2740.776739 = -367739.884037
  nChanged 64
		SP:Iteration 13Q (125101.460000 sec): 3 clusters
  Score: Raw -370526.931200 + Penalty 2740.776739 = -367786.154462
  nChanged 42
		SP:Iteration 14Q (125101.630000 sec): 3 clusters
  Score: Raw -370553.641207 + Penalty 2740.776739 = -367812.864468
  nChanged 39
		SP:Iteration 15Q (125101.800000 sec): 3 clusters
  Score: Raw -370580.931722 + Penalty 2740.776739 = -367840.154984
  nChanged 36
		SP:Iteration 16Q (125101.980000 sec): 3 clusters
  Score: Raw -370603.465745 + Penalty 2740.776739 = -367862.689006
  nChanged 29
		SP:Iteration 17Q (125102.140000 sec): 3 clusters
  Score: Raw -370622.293681 + Penalty 2740.776739 = -367881.516943
  nChanged 26
		SP:Iteration 18Q (125102.300000 sec): 3 clusters
  Score: Raw -370640.629047 + Penalty 2740.776739 = -367899.852308
  nChanged 21
		SP:Iteration 19Q (125102.460000 sec): 3 clusters
  Score: Raw -370655.176062 + Penalty 2740.776739 = -367914.399323
  nChanged 20
		SP:Iteration 20F (125102.620000 sec): 3 clusters
  Score: Raw -370670.302850 + Penalty 2740.776739 = -367929.526111
  nChanged 14
		SP:Iteration 21Q (125102.780000 sec): 3 clusters
  Score: Raw -370683.440018 + Penalty 2740.776739 = -367942.663280
  nChanged 15
		SP:Iteration 22Q (125102.950000 sec): 3 clusters
  Score: Raw -370698.350575 + Penalty 2740.776739 = -367957.573836
  nChanged 13
		SP:Iteration 23Q (125103.120000 sec): 3 clusters
  Score: Raw -370708.337925 + Penalty 2740.776739 = -367967.561186
  nChanged 12
		SP:Iteration 24Q (125103.290000 sec): 3 clusters
  Score: Raw -370718.494712 + Penalty 2740.776739 = -367977.717974
  nChanged 7
		SP:Iteration 25Q (125103.470000 sec): 3 clusters
  Score: Raw -370725.849765 + Penalty 2740.776739 = -367985.073026
  nChanged 8
		SP:Iteration 26Q (125103.640000 sec): 3 clusters
  Score: Raw -370732.918267 + Penalty 2740.776739 = -367992.141528
  nChanged 4
		SP:Iteration 27Q (125103.810000 sec): 3 clusters
  Score: Raw -370735.136784 + Penalty 2740.776739 = -367994.360045
  nChanged 1
		SP:Iteration 28Q (125103.980000 sec): 3 clusters
  Score: Raw -370735.508603 + Penalty 2740.776739 = -367994.731864
  nChanged 1
		SP:Iteration 29Q (125104.160000 sec): 3 clusters
  Score: Raw -370736.128738 + Penalty 2740.776739 = -367995.351999
  nChanged 0
		SP:Iteration 30F (125104.330000 sec): 3 clusters
  Score: Raw -370736.128738 + Penalty 2740.776739 = -367995.351999
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 23 (6053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125104.420000 sec): 2 clusters
  Score: Raw -501795.485104 + Penalty 1415.100261 = -500380.384843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125104.630000 sec): 3 clusters
  Score: Raw -498528.676461 + Penalty 2830.200521 = -495698.475940
  nChanged 2502
		SP:Iteration 1F (125104.840000 sec): 3 clusters
  Score: Raw -499864.099843 + Penalty 2830.200521 = -497033.899322
  nChanged 400
		SP:Iteration 2F (125105.050000 sec): 3 clusters
  Score: Raw -500052.547493 + Penalty 2830.200521 = -497222.346972
  nChanged 297
		SP:Iteration 3Q (125105.200000 sec): 3 clusters
  Score: Raw -500172.138889 + Penalty 2830.200521 = -497341.938367
  nChanged 244
		SP:Iteration 4Q (125105.420000 sec): 3 clusters
  Score: Raw -500275.401380 + Penalty 2830.200521 = -497445.200859
  nChanged 207
		SP:Iteration 5Q (125105.560000 sec): 3 clusters
  Score: Raw -500379.462136 + Penalty 2830.200521 = -497549.261615
  nChanged 216
		SP:Iteration 6Q (125105.720000 sec): 3 clusters
  Score: Raw -500478.194784 + Penalty 2830.200521 = -497647.994263
  nChanged 217
		SP:Iteration 7Q (125105.910000 sec): 3 clusters
  Score: Raw -500578.125805 + Penalty 2830.200521 = -497747.925284
  nChanged 212
		SP:Iteration 8Q (125106.060000 sec): 3 clusters
  Score: Raw -500682.342819 + Penalty 2830.200521 = -497852.142298
  nChanged 195
		SP:Iteration 9Q (125106.270000 sec): 3 clusters
  Score: Raw -500783.864233 + Penalty 2830.200521 = -497953.663712
  nChanged 204
		SP:Iteration 10Q (125106.470000 sec): 3 clusters
  Score: Raw -500893.299131 + Penalty 2830.200521 = -498063.098610
  nChanged 205
		SP:Iteration 11Q (125106.680000 sec): 3 clusters
  Score: Raw -501021.041923 + Penalty 2830.200521 = -498190.841402
  nChanged 252
		SP:Iteration 12Q (125106.870000 sec): 3 clusters
  Score: Raw -501189.158131 + Penalty 2830.200521 = -498358.957610
  nChanged 240
		SP:Iteration 13Q (125107.120000 sec): 3 clusters
  Score: Raw -501344.238138 + Penalty 2830.200521 = -498514.037617
  nChanged 204
		SP:Iteration 14Q (125107.360000 sec): 3 clusters
  Score: Raw -501488.548596 + Penalty 2830.200521 = -498658.348075
  nChanged 178
		SP:Iteration 15Q (125107.500000 sec): 3 clusters
  Score: Raw -501618.660426 + Penalty 2830.200521 = -498788.459905
  nChanged 143
		SP:Iteration 16Q (125107.700000 sec): 3 clusters
  Score: Raw -501724.114017 + Penalty 2830.200521 = -498893.913496
  nChanged 126
		SP:Iteration 17Q (125107.860000 sec): 3 clusters
  Score: Raw -501829.210449 + Penalty 2830.200521 = -498999.009928
  nChanged 108
		SP:Iteration 18Q (125108.080000 sec): 3 clusters
  Score: Raw -501930.421363 + Penalty 2830.200521 = -499100.220842
  nChanged 92
		SP:Iteration 19Q (125108.210000 sec): 3 clusters
  Score: Raw -502007.376302 + Penalty 2830.200521 = -499177.175780
  nChanged 48
		SP:Iteration 20F (125108.380000 sec): 3 clusters
  Score: Raw -502043.894301 + Penalty 2830.200521 = -499213.693780
  nChanged 28
		SP:Iteration 21Q (125108.540000 sec): 3 clusters
  Score: Raw -502068.867172 + Penalty 2830.200521 = -499238.666651
  nChanged 18
		SP:Iteration 22Q (125108.700000 sec): 3 clusters
  Score: Raw -502085.479835 + Penalty 2830.200521 = -499255.279313
  nChanged 17
		SP:Iteration 23Q (125108.870000 sec): 3 clusters
  Score: Raw -502104.684416 + Penalty 2830.200521 = -499274.483895
  nChanged 19
		SP:Iteration 24Q (125109.040000 sec): 3 clusters
  Score: Raw -502122.690820 + Penalty 2830.200521 = -499292.490299
  nChanged 12
		SP:Iteration 25Q (125109.240000 sec): 3 clusters
  Score: Raw -502134.242440 + Penalty 2830.200521 = -499304.041919
  nChanged 7
		SP:Iteration 26Q (125109.400000 sec): 3 clusters
  Score: Raw -502141.884837 + Penalty 2830.200521 = -499311.684315
  nChanged 6
		SP:Iteration 27Q (125109.560000 sec): 3 clusters
  Score: Raw -502149.389169 + Penalty 2830.200521 = -499319.188648
  nChanged 4
		SP:Iteration 28Q (125109.720000 sec): 3 clusters
  Score: Raw -502153.786548 + Penalty 2830.200521 = -499323.586027
  nChanged 2
		SP:Iteration 29Q (125109.890000 sec): 3 clusters
  Score: Raw -502155.007935 + Penalty 2830.200521 = -499324.807413
  nChanged 0
		SP:Iteration 30F (125110.050000 sec): 3 clusters
  Score: Raw -502155.007935 + Penalty 2830.200521 = -499324.807413
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 24 (77549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125110.510000 sec): 2 clusters
  Score: Raw -6773722.747233 + Penalty 1829.533107 = -6771893.214126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125111.180000 sec): 3 clusters
  Score: Raw -6723712.101199 + Penalty 3659.066214 = -6720053.034985
  nChanged 36922
		SP:Iteration 1F (125111.800000 sec): 3 clusters
  Score: Raw -6745346.216598 + Penalty 3659.066214 = -6741687.150385
  nChanged 3468
		SP:Iteration 2Q (125112.560000 sec): 3 clusters
  Score: Raw -6746628.524007 + Penalty 3659.066214 = -6742969.457793
  nChanged 4268
		SP:Iteration 3F (125113.200000 sec): 3 clusters
  Score: Raw -6748707.783271 + Penalty 3659.066214 = -6745048.717057
  nChanged 5435
		SP:Iteration 4F (125113.840000 sec): 3 clusters
  Score: Raw -6752221.777089 + Penalty 3659.066214 = -6748562.710875
  nChanged 6388
		SP:Iteration 5F (125114.530000 sec): 3 clusters
  Score: Raw -6757227.767609 + Penalty 3659.066214 = -6753568.701395
  nChanged 6353
		SP:Iteration 6F (125115.170000 sec): 3 clusters
  Score: Raw -6762569.079166 + Penalty 3659.066214 = -6758910.012952
  nChanged 5105
		SP:Iteration 7F (125115.820000 sec): 3 clusters
  Score: Raw -6766824.225335 + Penalty 3659.066214 = -6763165.159121
  nChanged 3559
		SP:Iteration 8Q (125116.570000 sec): 3 clusters
  Score: Raw -6769680.451330 + Penalty 3659.066214 = -6766021.385116
  nChanged 2321
		SP:Iteration 9Q (125117.300000 sec): 3 clusters
  Score: Raw -6771519.859586 + Penalty 3659.066214 = -6767860.793372
  nChanged 1467
		SP:Iteration 10Q (125118.050000 sec): 3 clusters
  Score: Raw -6772610.869756 + Penalty 3659.066214 = -6768951.803542
  nChanged 870
		SP:Iteration 11Q (125118.740000 sec): 3 clusters
  Score: Raw -6773217.142199 + Penalty 3659.066214 = -6769558.075986
  nChanged 529
		SP:Iteration 12Q (125119.390000 sec): 3 clusters
  Score: Raw -6773592.550949 + Penalty 3659.066214 = -6769933.484735
  nChanged 295
		SP:Iteration 13Q (125120.100000 sec): 3 clusters
  Score: Raw -6773821.166193 + Penalty 3659.066214 = -6770162.099979
  nChanged 200
		SP:Iteration 14Q (125120.790000 sec): 3 clusters
  Score: Raw -6773954.371767 + Penalty 3659.066214 = -6770295.305553
  nChanged 128
		SP:Iteration 15Q (125121.430000 sec): 3 clusters
  Score: Raw -6774047.876776 + Penalty 3659.066214 = -6770388.810562
  nChanged 84
		SP:Iteration 16Q (125122.120000 sec): 3 clusters
  Score: Raw -6774113.502683 + Penalty 3659.066214 = -6770454.436469
  nChanged 73
		SP:Iteration 17Q (125122.770000 sec): 3 clusters
  Score: Raw -6774164.198947 + Penalty 3659.066214 = -6770505.132733
  nChanged 53
		SP:Iteration 18Q (125123.510000 sec): 3 clusters
  Score: Raw -6774201.977279 + Penalty 3659.066214 = -6770542.911065
  nChanged 42
		SP:Iteration 19Q (125124.220000 sec): 3 clusters
  Score: Raw -6774221.011265 + Penalty 3659.066214 = -6770561.945051
  nChanged 28
		SP:Iteration 20F (125124.850000 sec): 3 clusters
  Score: Raw -6774232.947393 + Penalty 3659.066214 = -6770573.881180
  nChanged 27
		SP:Iteration 21Q (125125.500000 sec): 3 clusters
  Score: Raw -6774246.164222 + Penalty 3659.066214 = -6770587.098008
  nChanged 22
		SP:Iteration 22Q (125126.200000 sec): 3 clusters
  Score: Raw -6774258.756756 + Penalty 3659.066214 = -6770599.690542
  nChanged 24
		SP:Iteration 23Q (125126.830000 sec): 3 clusters
  Score: Raw -6774273.477443 + Penalty 3659.066214 = -6770614.411229
  nChanged 23
		SP:Iteration 24Q (125127.540000 sec): 3 clusters
  Score: Raw -6774290.320426 + Penalty 3659.066214 = -6770631.254212
  nChanged 21
		SP:Iteration 25Q (125128.190000 sec): 3 clusters
  Score: Raw -6774301.083303 + Penalty 3659.066214 = -6770642.017089
  nChanged 18
		SP:Iteration 26Q (125128.980000 sec): 3 clusters
  Score: Raw -6774311.266493 + Penalty 3659.066214 = -6770652.200279
  nChanged 19
		SP:Iteration 27Q (125129.680000 sec): 3 clusters
  Score: Raw -6774317.761610 + Penalty 3659.066214 = -6770658.695396
  nChanged 12
		SP:Iteration 28Q (125130.360000 sec): 3 clusters
  Score: Raw -6774323.164261 + Penalty 3659.066214 = -6770664.098047
  nChanged 11
		SP:Iteration 29Q (125131.030000 sec): 3 clusters
  Score: Raw -6774328.687672 + Penalty 3659.066214 = -6770669.621459
  nChanged 12
		SP:Iteration 30Q (125131.730000 sec): 3 clusters
  Score: Raw -6774334.373666 + Penalty 3659.066214 = -6770675.307452
  nChanged 10
		SP:Iteration 31Q (125132.390000 sec): 3 clusters
  Score: Raw -6774339.088854 + Penalty 3659.066214 = -6770680.022640
  nChanged 9
		SP:Iteration 32Q (125133.060000 sec): 3 clusters
  Score: Raw -6774345.849108 + Penalty 3659.066214 = -6770686.782894
  nChanged 13
		SP:Iteration 33Q (125133.740000 sec): 3 clusters
  Score: Raw -6774352.018507 + Penalty 3659.066214 = -6770692.952293
  nChanged 6
		SP:Iteration 34Q (125134.440000 sec): 3 clusters
  Score: Raw -6774354.814696 + Penalty 3659.066214 = -6770695.748482
  nChanged 7
		SP:Iteration 35Q (125135.090000 sec): 3 clusters
  Score: Raw -6774357.774459 + Penalty 3659.066214 = -6770698.708245
  nChanged 4
		SP:Iteration 36Q (125135.780000 sec): 3 clusters
  Score: Raw -6774359.826481 + Penalty 3659.066214 = -6770700.760267
  nChanged 5
		SP:Iteration 37Q (125136.420000 sec): 3 clusters
  Score: Raw -6774362.880337 + Penalty 3659.066214 = -6770703.814123
  nChanged 5
		SP:Iteration 38Q (125137.120000 sec): 3 clusters
  Score: Raw -6774366.008070 + Penalty 3659.066214 = -6770706.941856
  nChanged 9
		SP:Iteration 39Q (125137.780000 sec): 3 clusters
  Score: Raw -6774369.825964 + Penalty 3659.066214 = -6770710.759750
  nChanged 6
		SP:Iteration 40F (125138.470000 sec): 3 clusters
  Score: Raw -6774372.718866 + Penalty 3659.066214 = -6770713.652652
  nChanged 8
		SP:Iteration 41Q (125139.110000 sec): 3 clusters
  Score: Raw -6774374.769968 + Penalty 3659.066214 = -6770715.703754
  nChanged 7
		SP:Iteration 42Q (125139.810000 sec): 3 clusters
  Score: Raw -6774377.253981 + Penalty 3659.066214 = -6770718.187767
  nChanged 6
		SP:Iteration 43Q (125140.500000 sec): 3 clusters
  Score: Raw -6774379.727455 + Penalty 3659.066214 = -6770720.661241
  nChanged 4
		SP:Iteration 44Q (125141.170000 sec): 3 clusters
  Score: Raw -6774380.801933 + Penalty 3659.066214 = -6770721.735719
  nChanged 2
		SP:Iteration 45Q (125141.860000 sec): 3 clusters
  Score: Raw -6774381.097027 + Penalty 3659.066214 = -6770722.030813
  nChanged 1
		SP:Iteration 46Q (125142.510000 sec): 3 clusters
  Score: Raw -6774381.559735 + Penalty 3659.066214 = -6770722.493521
  nChanged 3
		SP:Iteration 47Q (125143.200000 sec): 3 clusters
  Score: Raw -6774382.390352 + Penalty 3659.066214 = -6770723.324138
  nChanged 3
		SP:Iteration 48Q (125143.900000 sec): 3 clusters
  Score: Raw -6774383.135470 + Penalty 3659.066214 = -6770724.069256
  nChanged 2
		SP:Iteration 49Q (125144.590000 sec): 3 clusters
  Score: Raw -6774383.636225 + Penalty 3659.066214 = -6770724.570012
  nChanged 1
		SP:Iteration 50Q (125145.290000 sec): 3 clusters
  Score: Raw -6774383.858898 + Penalty 3659.066214 = -6770724.792685
  nChanged 0
		SP:Iteration 51F (125145.930000 sec): 3 clusters
  Score: Raw -6774383.858898 + Penalty 3659.066214 = -6770724.792685
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 25 (12374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125146.070000 sec): 2 clusters
  Score: Raw -1104865.142834 + Penalty 1531.294826 = -1103333.848008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125146.330000 sec): 3 clusters
  Score: Raw -1097710.464140 + Penalty 3062.589652 = -1094647.874487
  nChanged 5423
		SP:Iteration 1F (125146.520000 sec): 3 clusters
  Score: Raw -1100619.463102 + Penalty 3062.589652 = -1097556.873449
  nChanged 724
		SP:Iteration 2F (125146.780000 sec): 3 clusters
  Score: Raw -1100941.813823 + Penalty 3062.589652 = -1097879.224171
  nChanged 653
		SP:Iteration 3F (125146.980000 sec): 3 clusters
  Score: Raw -1101256.184367 + Penalty 3062.589652 = -1098193.594715
  nChanged 669
		SP:Iteration 4F (125147.170000 sec): 3 clusters
  Score: Raw -1101634.919983 + Penalty 3062.589652 = -1098572.330331
  nChanged 734
		SP:Iteration 5F (125147.410000 sec): 3 clusters
  Score: Raw -1102118.688876 + Penalty 3062.589652 = -1099056.099224
  nChanged 765
		SP:Iteration 6F (125147.570000 sec): 3 clusters
  Score: Raw -1102732.320791 + Penalty 3062.589652 = -1099669.731139
  nChanged 801
		SP:Iteration 7F (125147.780000 sec): 3 clusters
  Score: Raw -1103463.871172 + Penalty 3062.589652 = -1100401.281520
  nChanged 584
		SP:Iteration 8Q (125148.080000 sec): 3 clusters
  Score: Raw -1104015.709320 + Penalty 3062.589652 = -1100953.119668
  nChanged 444
		SP:Iteration 9Q (125148.250000 sec): 3 clusters
  Score: Raw -1104421.014791 + Penalty 3062.589652 = -1101358.425139
  nChanged 322
		SP:Iteration 10Q (125148.510000 sec): 3 clusters
  Score: Raw -1104725.752189 + Penalty 3062.589652 = -1101663.162537
  nChanged 202
		SP:Iteration 11Q (125148.780000 sec): 3 clusters
  Score: Raw -1104905.891424 + Penalty 3062.589652 = -1101843.301772
  nChanged 142
		SP:Iteration 12Q (125148.960000 sec): 3 clusters
  Score: Raw -1105056.643542 + Penalty 3062.589652 = -1101994.053890
  nChanged 108
		SP:Iteration 13Q (125149.250000 sec): 3 clusters
  Score: Raw -1105177.893700 + Penalty 3062.589652 = -1102115.304048
  nChanged 96
		SP:Iteration 14Q (125149.420000 sec): 3 clusters
  Score: Raw -1105247.712342 + Penalty 3062.589652 = -1102185.122690
  nChanged 74
		SP:Iteration 15Q (125149.680000 sec): 3 clusters
  Score: Raw -1105287.886257 + Penalty 3062.589652 = -1102225.296605
  nChanged 44
		SP:Iteration 16Q (125149.970000 sec): 3 clusters
  Score: Raw -1105309.723473 + Penalty 3062.589652 = -1102247.133821
  nChanged 25
		SP:Iteration 17Q (125150.130000 sec): 3 clusters
  Score: Raw -1105323.392537 + Penalty 3062.589652 = -1102260.802885
  nChanged 29
		SP:Iteration 18Q (125150.380000 sec): 3 clusters
  Score: Raw -1105333.053683 + Penalty 3062.589652 = -1102270.464030
  nChanged 23
		SP:Iteration 19Q (125150.660000 sec): 3 clusters
  Score: Raw -1105342.089466 + Penalty 3062.589652 = -1102279.499814
  nChanged 23
		SP:Iteration 20F (125150.850000 sec): 3 clusters
  Score: Raw -1105351.394519 + Penalty 3062.589652 = -1102288.804867
  nChanged 19
		SP:Iteration 21Q (125151.090000 sec): 3 clusters
  Score: Raw -1105359.732365 + Penalty 3062.589652 = -1102297.142713
  nChanged 22
		SP:Iteration 22Q (125151.380000 sec): 3 clusters
  Score: Raw -1105365.778154 + Penalty 3062.589652 = -1102303.188502
  nChanged 16
		SP:Iteration 23Q (125151.590000 sec): 3 clusters
  Score: Raw -1105371.680673 + Penalty 3062.589652 = -1102309.091021
  nChanged 12
		SP:Iteration 24Q (125151.840000 sec): 3 clusters
  Score: Raw -1105377.119816 + Penalty 3062.589652 = -1102314.530164
  nChanged 10
		SP:Iteration 25Q (125152.090000 sec): 3 clusters
  Score: Raw -1105381.868596 + Penalty 3062.589652 = -1102319.278944
  nChanged 8
		SP:Iteration 26Q (125152.340000 sec): 3 clusters
  Score: Raw -1105385.791444 + Penalty 3062.589652 = -1102323.201791
  nChanged 11
		SP:Iteration 27Q (125152.590000 sec): 3 clusters
  Score: Raw -1105389.406462 + Penalty 3062.589652 = -1102326.816810
  nChanged 6
		SP:Iteration 28Q (125152.890000 sec): 3 clusters
  Score: Raw -1105391.918116 + Penalty 3062.589652 = -1102329.328464
  nChanged 5
		SP:Iteration 29Q (125153.050000 sec): 3 clusters
  Score: Raw -1105393.198578 + Penalty 3062.589652 = -1102330.608926
  nChanged 4
		SP:Iteration 30Q (125153.330000 sec): 3 clusters
  Score: Raw -1105394.146417 + Penalty 3062.589652 = -1102331.556765
  nChanged 5
		SP:Iteration 31Q (125153.580000 sec): 3 clusters
  Score: Raw -1105395.887222 + Penalty 3062.589652 = -1102333.297570
  nChanged 2
		SP:Iteration 32Q (125153.740000 sec): 3 clusters
  Score: Raw -1105396.124236 + Penalty 3062.589652 = -1102333.534583
  nChanged 1
		SP:Iteration 33Q (125154.010000 sec): 3 clusters
  Score: Raw -1105396.423500 + Penalty 3062.589652 = -1102333.833848
  nChanged 2
		SP:Iteration 34Q (125154.180000 sec): 3 clusters
  Score: Raw -1105396.671708 + Penalty 3062.589652 = -1102334.082056
  nChanged 0
		SP:Iteration 35F (125154.360000 sec): 3 clusters
  Score: Raw -1105396.671708 + Penalty 3062.589652 = -1102334.082056
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 26 (53412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125154.750000 sec): 2 clusters
  Score: Raw -4632478.717299 + Penalty 1768.940992 = -4630709.776307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125155.290000 sec): 3 clusters
  Score: Raw -4598492.529247 + Penalty 3537.881984 = -4594954.647263
  nChanged 25185
		SP:Iteration 1F (125155.750000 sec): 3 clusters
  Score: Raw -4613027.129941 + Penalty 3537.881984 = -4609489.247958
  nChanged 2257
		SP:Iteration 2Q (125156.310000 sec): 3 clusters
  Score: Raw -4613903.076947 + Penalty 3537.881984 = -4610365.194964
  nChanged 2639
		SP:Iteration 3Q (125156.930000 sec): 3 clusters
  Score: Raw -4615169.246477 + Penalty 3537.881984 = -4611631.364493
  nChanged 3231
		SP:Iteration 4F (125157.460000 sec): 3 clusters
  Score: Raw -4617105.433341 + Penalty 3537.881984 = -4613567.551357
  nChanged 3893
		SP:Iteration 5F (125157.980000 sec): 3 clusters
  Score: Raw -4619994.451628 + Penalty 3537.881984 = -4616456.569644
  nChanged 4381
		SP:Iteration 6F (125158.510000 sec): 3 clusters
  Score: Raw -4623860.821533 + Penalty 3537.881984 = -4620322.939549
  nChanged 3928
		SP:Iteration 7F (125159.040000 sec): 3 clusters
  Score: Raw -4627585.657794 + Penalty 3537.881984 = -4624047.775810
  nChanged 2611
		SP:Iteration 8Q (125159.610000 sec): 3 clusters
  Score: Raw -4630177.124736 + Penalty 3537.881984 = -4626639.242752
  nChanged 1386
		SP:Iteration 9Q (125160.180000 sec): 3 clusters
  Score: Raw -4631612.696557 + Penalty 3537.881984 = -4628074.814573
  nChanged 734
		SP:Iteration 10Q (125160.660000 sec): 3 clusters
  Score: Raw -4632301.869342 + Penalty 3537.881984 = -4628763.987358
  nChanged 455
		SP:Iteration 11Q (125161.150000 sec): 3 clusters
  Score: Raw -4632591.899242 + Penalty 3537.881984 = -4629054.017258
  nChanged 271
		SP:Iteration 12Q (125161.670000 sec): 3 clusters
  Score: Raw -4632710.538898 + Penalty 3537.881984 = -4629172.656915
  nChanged 193
		SP:Iteration 13Q (125162.190000 sec): 3 clusters
  Score: Raw -4632773.364746 + Penalty 3537.881984 = -4629235.482763
  nChanged 130
		SP:Iteration 14Q (125162.700000 sec): 3 clusters
  Score: Raw -4632805.769453 + Penalty 3537.881984 = -4629267.887469
  nChanged 81
		SP:Iteration 15Q (125163.220000 sec): 3 clusters
  Score: Raw -4632829.650349 + Penalty 3537.881984 = -4629291.768365
  nChanged 73
		SP:Iteration 16Q (125163.740000 sec): 3 clusters
  Score: Raw -4632846.731311 + Penalty 3537.881984 = -4629308.849328
  nChanged 64
		SP:Iteration 17Q (125164.250000 sec): 3 clusters
  Score: Raw -4632860.093049 + Penalty 3537.881984 = -4629322.211065
  nChanged 56
		SP:Iteration 18Q (125164.730000 sec): 3 clusters
  Score: Raw -4632869.057734 + Penalty 3537.881984 = -4629331.175750
  nChanged 40
		SP:Iteration 19Q (125165.210000 sec): 3 clusters
  Score: Raw -4632876.361668 + Penalty 3537.881984 = -4629338.479684
  nChanged 32
		SP:Iteration 20F (125165.760000 sec): 3 clusters
  Score: Raw -4632884.764550 + Penalty 3537.881984 = -4629346.882566
  nChanged 29
		SP:Iteration 21Q (125166.290000 sec): 3 clusters
  Score: Raw -4632889.924593 + Penalty 3537.881984 = -4629352.042609
  nChanged 32
		SP:Iteration 22Q (125166.770000 sec): 3 clusters
  Score: Raw -4632894.465287 + Penalty 3537.881984 = -4629356.583303
  nChanged 20
		SP:Iteration 23Q (125167.250000 sec): 3 clusters
  Score: Raw -4632897.105511 + Penalty 3537.881984 = -4629359.223527
  nChanged 22
		SP:Iteration 24Q (125167.760000 sec): 3 clusters
  Score: Raw -4632901.072284 + Penalty 3537.881984 = -4629363.190300
  nChanged 18
		SP:Iteration 25Q (125168.280000 sec): 3 clusters
  Score: Raw -4632903.765081 + Penalty 3537.881984 = -4629365.883098
  nChanged 20
		SP:Iteration 26Q (125168.790000 sec): 3 clusters
  Score: Raw -4632906.175462 + Penalty 3537.881984 = -4629368.293479
  nChanged 16
		SP:Iteration 27Q (125169.320000 sec): 3 clusters
  Score: Raw -4632909.167197 + Penalty 3537.881984 = -4629371.285214
  nChanged 18
		SP:Iteration 28Q (125169.840000 sec): 3 clusters
  Score: Raw -4632911.702732 + Penalty 3537.881984 = -4629373.820748
  nChanged 13
		SP:Iteration 29Q (125170.330000 sec): 3 clusters
  Score: Raw -4632913.536846 + Penalty 3537.881984 = -4629375.654863
  nChanged 11
		SP:Iteration 30Q (125170.810000 sec): 3 clusters
  Score: Raw -4632915.140966 + Penalty 3537.881984 = -4629377.258982
  nChanged 10
		SP:Iteration 31Q (125171.300000 sec): 3 clusters
  Score: Raw -4632916.966116 + Penalty 3537.881984 = -4629379.084133
  nChanged 8
		SP:Iteration 32Q (125171.820000 sec): 3 clusters
  Score: Raw -4632917.961538 + Penalty 3537.881984 = -4629380.079554
  nChanged 3
		SP:Iteration 33Q (125172.310000 sec): 3 clusters
  Score: Raw -4632918.296133 + Penalty 3537.881984 = -4629380.414149
  nChanged 8
		SP:Iteration 34Q (125172.790000 sec): 3 clusters
  Score: Raw -4632919.342731 + Penalty 3537.881984 = -4629381.460747
  nChanged 9
		SP:Iteration 35Q (125173.270000 sec): 3 clusters
  Score: Raw -4632920.410245 + Penalty 3537.881984 = -4629382.528261
  nChanged 10
		SP:Iteration 36Q (125173.750000 sec): 3 clusters
  Score: Raw -4632921.333442 + Penalty 3537.881984 = -4629383.451459
  nChanged 6
		SP:Iteration 37Q (125174.320000 sec): 3 clusters
  Score: Raw -4632922.038928 + Penalty 3537.881984 = -4629384.156944
  nChanged 7
		SP:Iteration 38Q (125174.760000 sec): 3 clusters
  Score: Raw -4632922.779174 + Penalty 3537.881984 = -4629384.897190
  nChanged 5
		SP:Iteration 39Q (125175.280000 sec): 3 clusters
  Score: Raw -4632923.704310 + Penalty 3537.881984 = -4629385.822327
  nChanged 9
		SP:Iteration 40F (125175.800000 sec): 3 clusters
  Score: Raw -4632925.257440 + Penalty 3537.881984 = -4629387.375457
  nChanged 7
		SP:Iteration 41Q (125176.300000 sec): 3 clusters
  Score: Raw -4632926.433379 + Penalty 3537.881984 = -4629388.551396
  nChanged 9
		SP:Iteration 42Q (125176.820000 sec): 3 clusters
  Score: Raw -4632927.687277 + Penalty 3537.881984 = -4629389.805293
  nChanged 10
		SP:Iteration 43Q (125177.360000 sec): 3 clusters
  Score: Raw -4632929.542702 + Penalty 3537.881984 = -4629391.660718
  nChanged 8
		SP:Iteration 44Q (125177.800000 sec): 3 clusters
  Score: Raw -4632930.454608 + Penalty 3537.881984 = -4629392.572625
  nChanged 3
		SP:Iteration 45Q (125178.320000 sec): 3 clusters
  Score: Raw -4632930.768553 + Penalty 3537.881984 = -4629392.886570
  nChanged 2
		SP:Iteration 46Q (125178.830000 sec): 3 clusters
  Score: Raw -4632930.989420 + Penalty 3537.881984 = -4629393.107437
  nChanged 4
		SP:Iteration 47Q (125179.340000 sec): 3 clusters
  Score: Raw -4632931.241100 + Penalty 3537.881984 = -4629393.359117
  nChanged 6
		SP:Iteration 48Q (125179.860000 sec): 3 clusters
  Score: Raw -4632932.092936 + Penalty 3537.881984 = -4629394.210952
  nChanged 5
		SP:Iteration 49Q (125180.370000 sec): 3 clusters
  Score: Raw -4632932.697087 + Penalty 3537.881984 = -4629394.815104
  nChanged 8
		SP:Iteration 50Q (125180.890000 sec): 3 clusters
  Score: Raw -4632933.479215 + Penalty 3537.881984 = -4629395.597232
  nChanged 7
		SP:Iteration 51Q (125181.410000 sec): 3 clusters
  Score: Raw -4632934.632817 + Penalty 3537.881984 = -4629396.750833
  nChanged 8
		SP:Iteration 52Q (125181.910000 sec): 3 clusters
  Score: Raw -4632936.160442 + Penalty 3537.881984 = -4629398.278458
  nChanged 8
		SP:Iteration 53Q (125182.430000 sec): 3 clusters
  Score: Raw -4632936.995497 + Penalty 3537.881984 = -4629399.113514
  nChanged 7
		SP:Iteration 54Q (125182.910000 sec): 3 clusters
  Score: Raw -4632937.668921 + Penalty 3537.881984 = -4629399.786937
  nChanged 5
		SP:Iteration 55Q (125183.420000 sec): 3 clusters
  Score: Raw -4632938.366132 + Penalty 3537.881984 = -4629400.484149
  nChanged 3
		SP:Iteration 56Q (125183.920000 sec): 3 clusters
  Score: Raw -4632938.597422 + Penalty 3537.881984 = -4629400.715438
  nChanged 4
		SP:Iteration 57Q (125184.450000 sec): 3 clusters
  Score: Raw -4632939.576974 + Penalty 3537.881984 = -4629401.694991
  nChanged 8
		SP:Iteration 58Q (125184.930000 sec): 3 clusters
  Score: Raw -4632940.586928 + Penalty 3537.881984 = -4629402.704945
  nChanged 10
		SP:Iteration 59Q (125185.460000 sec): 3 clusters
  Score: Raw -4632941.904165 + Penalty 3537.881984 = -4629404.022182
  nChanged 9
		SP:Iteration 60F (125185.980000 sec): 3 clusters
  Score: Raw -4632943.478784 + Penalty 3537.881984 = -4629405.596800
  nChanged 12
		SP:Iteration 61Q (125186.520000 sec): 3 clusters
  Score: Raw -4632945.083788 + Penalty 3537.881984 = -4629407.201805
  nChanged 7
		SP:Iteration 62Q (125187.030000 sec): 3 clusters
  Score: Raw -4632945.850428 + Penalty 3537.881984 = -4629407.968444
  nChanged 11
		SP:Iteration 63Q (125187.540000 sec): 3 clusters
  Score: Raw -4632947.558338 + Penalty 3537.881984 = -4629409.676354
  nChanged 10
		SP:Iteration 64Q (125188.020000 sec): 3 clusters
  Score: Raw -4632949.018723 + Penalty 3537.881984 = -4629411.136739
  nChanged 12
		SP:Iteration 65Q (125188.480000 sec): 3 clusters
  Score: Raw -4632950.282349 + Penalty 3537.881984 = -4629412.400365
  nChanged 8
		SP:Iteration 66Q (125188.970000 sec): 3 clusters
  Score: Raw -4632951.155693 + Penalty 3537.881984 = -4629413.273709
  nChanged 8
		SP:Iteration 67Q (125189.490000 sec): 3 clusters
  Score: Raw -4632952.118209 + Penalty 3537.881984 = -4629414.236225
  nChanged 10
		SP:Iteration 68Q (125190.010000 sec): 3 clusters
  Score: Raw -4632952.948805 + Penalty 3537.881984 = -4629415.066822
  nChanged 8
		SP:Iteration 69Q (125190.530000 sec): 3 clusters
  Score: Raw -4632954.112023 + Penalty 3537.881984 = -4629416.230039
  nChanged 9
		SP:Iteration 70Q (125191.050000 sec): 3 clusters
  Score: Raw -4632955.256854 + Penalty 3537.881984 = -4629417.374870
  nChanged 8
		SP:Iteration 71Q (125191.540000 sec): 3 clusters
  Score: Raw -4632956.531536 + Penalty 3537.881984 = -4629418.649553
  nChanged 7
		SP:Iteration 72Q (125192.020000 sec): 3 clusters
  Score: Raw -4632957.349425 + Penalty 3537.881984 = -4629419.467442
  nChanged 11
		SP:Iteration 73Q (125192.500000 sec): 3 clusters
  Score: Raw -4632958.698021 + Penalty 3537.881984 = -4629420.816037
  nChanged 8
		SP:Iteration 74Q (125193.010000 sec): 3 clusters
  Score: Raw -4632959.624908 + Penalty 3537.881984 = -4629421.742925
  nChanged 2
		SP:Iteration 75Q (125193.520000 sec): 3 clusters
  Score: Raw -4632959.818719 + Penalty 3537.881984 = -4629421.936735
  nChanged 1
		SP:Iteration 76Q (125194.020000 sec): 3 clusters
  Score: Raw -4632960.028038 + Penalty 3537.881984 = -4629422.146054
  nChanged 1
		SP:Iteration 77Q (125194.500000 sec): 3 clusters
  Score: Raw -4632960.247943 + Penalty 3537.881984 = -4629422.365960
  nChanged 4
		SP:Iteration 78Q (125194.980000 sec): 3 clusters
  Score: Raw -4632960.869706 + Penalty 3537.881984 = -4629422.987722
  nChanged 5
		SP:Iteration 79Q (125195.480000 sec): 3 clusters
  Score: Raw -4632961.523493 + Penalty 3537.881984 = -4629423.641509
  nChanged 5
		SP:Iteration 80F (125196.030000 sec): 3 clusters
  Score: Raw -4632962.251849 + Penalty 3537.881984 = -4629424.369866
  nChanged 4
		SP:Iteration 81Q (125196.540000 sec): 3 clusters
  Score: Raw -4632962.692061 + Penalty 3537.881984 = -4629424.810077
  nChanged 6
		SP:Iteration 82Q (125197.050000 sec): 3 clusters
  Score: Raw -4632963.337181 + Penalty 3537.881984 = -4629425.455198
  nChanged 5
		SP:Iteration 83Q (125197.550000 sec): 3 clusters
  Score: Raw -4632963.942259 + Penalty 3537.881984 = -4629426.060275
  nChanged 8
		SP:Iteration 84Q (125198.080000 sec): 3 clusters
  Score: Raw -4632965.014390 + Penalty 3537.881984 = -4629427.132407
  nChanged 10
		SP:Iteration 85Q (125198.550000 sec): 3 clusters
  Score: Raw -4632966.934895 + Penalty 3537.881984 = -4629429.052911
  nChanged 7
		SP:Iteration 86Q (125199.080000 sec): 3 clusters
  Score: Raw -4632967.672535 + Penalty 3537.881984 = -4629429.790551
  nChanged 7
		SP:Iteration 87Q (125199.580000 sec): 3 clusters
  Score: Raw -4632968.220736 + Penalty 3537.881984 = -4629430.338753
  nChanged 2
		SP:Iteration 88Q (125200.090000 sec): 3 clusters
  Score: Raw -4632968.462471 + Penalty 3537.881984 = -4629430.580488
  nChanged 3
		SP:Iteration 89Q (125200.590000 sec): 3 clusters
  Score: Raw -4632969.194168 + Penalty 3537.881984 = -4629431.312184
  nChanged 3
		SP:Iteration 90Q (125201.100000 sec): 3 clusters
  Score: Raw -4632969.607804 + Penalty 3537.881984 = -4629431.725820
  nChanged 3
		SP:Iteration 91Q (125201.610000 sec): 3 clusters
  Score: Raw -4632969.994412 + Penalty 3537.881984 = -4629432.112428
  nChanged 1
		SP:Iteration 92Q (125202.060000 sec): 3 clusters
  Score: Raw -4632970.053422 + Penalty 3537.881984 = -4629432.171438
  nChanged 2
		SP:Iteration 93Q (125202.550000 sec): 3 clusters
  Score: Raw -4632970.285511 + Penalty 3537.881984 = -4629432.403528
  nChanged 1
		SP:Iteration 94Q (125203.040000 sec): 3 clusters
  Score: Raw -4632970.380329 + Penalty 3537.881984 = -4629432.498345
  nChanged 2
		SP:Iteration 95Q (125203.540000 sec): 3 clusters
  Score: Raw -4632970.619469 + Penalty 3537.881984 = -4629432.737486
  nChanged 1
		SP:Iteration 96Q (125204.090000 sec): 3 clusters
  Score: Raw -4632970.774975 + Penalty 3537.881984 = -4629432.892992
  nChanged 1
		SP:Iteration 97Q (125204.530000 sec): 3 clusters
  Score: Raw -4632971.172311 + Penalty 3537.881984 = -4629433.290328
  nChanged 3
		SP:Iteration 98Q (125205.000000 sec): 3 clusters
  Score: Raw -4632971.980265 + Penalty 3537.881984 = -4629434.098281
  nChanged 3
		SP:Iteration 99Q (125205.500000 sec): 3 clusters
  Score: Raw -4632972.926744 + Penalty 3537.881984 = -4629435.044761
  nChanged 6
		SP:Iteration 100F (125206.030000 sec): 3 clusters
  Score: Raw -4632973.621234 + Penalty 3537.881984 = -4629435.739251
  nChanged 3
		SP:Iteration 101Q (125206.570000 sec): 3 clusters
  Score: Raw -4632974.086352 + Penalty 3537.881984 = -4629436.204368
  nChanged 3
		SP:Iteration 102Q (125207.050000 sec): 3 clusters
  Score: Raw -4632974.367506 + Penalty 3537.881984 = -4629436.485522
  nChanged 4
		SP:Iteration 103Q (125207.560000 sec): 3 clusters
  Score: Raw -4632974.802032 + Penalty 3537.881984 = -4629436.920048
  nChanged 1
		SP:Iteration 104Q (125208.060000 sec): 3 clusters
  Score: Raw -4632974.932917 + Penalty 3537.881984 = -4629437.050934
  nChanged 2
		SP:Iteration 105Q (125208.530000 sec): 3 clusters
  Score: Raw -4632975.101054 + Penalty 3537.881984 = -4629437.219070
  nChanged 0
		SP:Iteration 106F (125209.020000 sec): 3 clusters
  Score: Raw -4632975.101054 + Penalty 3537.881984 = -4629437.219070
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 27 (149401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125209.810000 sec): 2 clusters
  Score: Raw -12772938.963458 + Penalty 1936.088252 = -12771002.875205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125210.960000 sec): 3 clusters
  Score: Raw -12674604.949461 + Penalty 3872.176505 = -12670732.772956
  nChanged 72154
		SP:Iteration 1F (125212.110000 sec): 3 clusters
  Score: Raw -12716999.412222 + Penalty 3872.176505 = -12713127.235717
  nChanged 4519
		SP:Iteration 2Q (125213.390000 sec): 3 clusters
  Score: Raw -12718066.334608 + Penalty 3872.176505 = -12714194.158104
  nChanged 5041
		SP:Iteration 3Q (125214.630000 sec): 3 clusters
  Score: Raw -12719489.453631 + Penalty 3872.176505 = -12715617.277127
  nChanged 6019
		SP:Iteration 4Q (125215.960000 sec): 3 clusters
  Score: Raw -12721667.374030 + Penalty 3872.176505 = -12717795.197525
  nChanged 7513
		SP:Iteration 5F (125217.090000 sec): 3 clusters
  Score: Raw -12725147.103185 + Penalty 3872.176505 = -12721274.926680
  nChanged 9528
		SP:Iteration 6F (125218.250000 sec): 3 clusters
  Score: Raw -12730994.923398 + Penalty 3872.176505 = -12727122.746893
  nChanged 11671
		SP:Iteration 7F (125219.410000 sec): 3 clusters
  Score: Raw -12739930.143219 + Penalty 3872.176505 = -12736057.966714
  nChanged 12321
		SP:Iteration 8F (125220.490000 sec): 3 clusters
  Score: Raw -12751023.974627 + Penalty 3872.176505 = -12747151.798123
  nChanged 10768
		SP:Iteration 9F (125221.630000 sec): 3 clusters
  Score: Raw -12761526.366486 + Penalty 3872.176505 = -12757654.189982
  nChanged 7057
		SP:Iteration 10Q (125222.870000 sec): 3 clusters
  Score: Raw -12768355.039025 + Penalty 3872.176505 = -12764482.862520
  nChanged 3420
		SP:Iteration 11Q (125224.050000 sec): 3 clusters
  Score: Raw -12771439.416836 + Penalty 3872.176505 = -12767567.240331
  nChanged 1287
		SP:Iteration 12Q (125225.270000 sec): 3 clusters
  Score: Raw -12772502.812168 + Penalty 3872.176505 = -12768630.635663
  nChanged 429
		SP:Iteration 13Q (125226.480000 sec): 3 clusters
  Score: Raw -12772832.088412 + Penalty 3872.176505 = -12768959.911907
  nChanged 173
		SP:Iteration 14Q (125227.730000 sec): 3 clusters
  Score: Raw -12772983.382611 + Penalty 3872.176505 = -12769111.206107
  nChanged 85
		SP:Iteration 15Q (125228.930000 sec): 3 clusters
  Score: Raw -12773067.627443 + Penalty 3872.176505 = -12769195.450938
  nChanged 39
		SP:Iteration 16Q (125230.130000 sec): 3 clusters
  Score: Raw -12773102.493178 + Penalty 3872.176505 = -12769230.316674
  nChanged 25
		SP:Iteration 17Q (125231.300000 sec): 3 clusters
  Score: Raw -12773131.198535 + Penalty 3872.176505 = -12769259.022030
  nChanged 16
		SP:Iteration 18Q (125232.510000 sec): 3 clusters
  Score: Raw -12773147.030245 + Penalty 3872.176505 = -12769274.853740
  nChanged 13
		SP:Iteration 19Q (125233.690000 sec): 3 clusters
  Score: Raw -12773158.526627 + Penalty 3872.176505 = -12769286.350122
  nChanged 8
		SP:Iteration 20F (125234.770000 sec): 3 clusters
  Score: Raw -12773163.266920 + Penalty 3872.176505 = -12769291.090416
  nChanged 4
		SP:Iteration 21Q (125235.980000 sec): 3 clusters
  Score: Raw -12773167.012966 + Penalty 3872.176505 = -12769294.836461
  nChanged 2
		SP:Iteration 22Q (125237.090000 sec): 3 clusters
  Score: Raw -12773169.077493 + Penalty 3872.176505 = -12769296.900988
  nChanged 2
		SP:Iteration 23Q (125238.200000 sec): 3 clusters
  Score: Raw -12773171.079611 + Penalty 3872.176505 = -12769298.903106
  nChanged 1
		SP:Iteration 24Q (125239.420000 sec): 3 clusters
  Score: Raw -12773171.536878 + Penalty 3872.176505 = -12769299.360374
  nChanged 1
		SP:Iteration 25Q (125240.530000 sec): 3 clusters
  Score: Raw -12773171.900254 + Penalty 3872.176505 = -12769299.723749
  nChanged 0
		SP:Iteration 26F (125241.710000 sec): 3 clusters
  Score: Raw -12773171.900254 + Penalty 3872.176505 = -12769299.723749
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 28 (6265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125241.890000 sec): 2 clusters
  Score: Raw -523101.499432 + Penalty 1420.694253 = -521680.805178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125242.070000 sec): 3 clusters
  Score: Raw -519766.829193 + Penalty 2841.388507 = -516925.440687
  nChanged 2599
		SP:Iteration 1F (125242.260000 sec): 3 clusters
  Score: Raw -521329.840392 + Penalty 2841.388507 = -518488.451885
  nChanged 542
		SP:Iteration 2F (125242.470000 sec): 3 clusters
  Score: Raw -521705.022206 + Penalty 2841.388507 = -518863.633699
  nChanged 410
		SP:Iteration 3F (125242.640000 sec): 3 clusters
  Score: Raw -521971.657105 + Penalty 2841.388507 = -519130.268598
  nChanged 374
		SP:Iteration 4F (125242.850000 sec): 3 clusters
  Score: Raw -522234.346070 + Penalty 2841.388507 = -519392.957563
  nChanged 334
		SP:Iteration 5F (125243.020000 sec): 3 clusters
  Score: Raw -522448.925527 + Penalty 2841.388507 = -519607.537020
  nChanged 283
		SP:Iteration 6Q (125243.170000 sec): 3 clusters
  Score: Raw -522614.041971 + Penalty 2841.388507 = -519772.653464
  nChanged 231
		SP:Iteration 7Q (125243.320000 sec): 3 clusters
  Score: Raw -522737.050394 + Penalty 2841.388507 = -519895.661887
  nChanged 180
		SP:Iteration 8Q (125243.470000 sec): 3 clusters
  Score: Raw -522824.658027 + Penalty 2841.388507 = -519983.269521
  nChanged 175
		SP:Iteration 9Q (125243.630000 sec): 3 clusters
  Score: Raw -522915.736902 + Penalty 2841.388507 = -520074.348395
  nChanged 168
		SP:Iteration 10Q (125243.780000 sec): 3 clusters
  Score: Raw -522995.961983 + Penalty 2841.388507 = -520154.573477
  nChanged 132
		SP:Iteration 11Q (125243.930000 sec): 3 clusters
  Score: Raw -523055.363315 + Penalty 2841.388507 = -520213.974809
  nChanged 123
		SP:Iteration 12Q (125244.080000 sec): 3 clusters
  Score: Raw -523108.514489 + Penalty 2841.388507 = -520267.125982
  nChanged 102
		SP:Iteration 13Q (125244.230000 sec): 3 clusters
  Score: Raw -523148.242882 + Penalty 2841.388507 = -520306.854375
  nChanged 79
		SP:Iteration 14Q (125244.380000 sec): 3 clusters
  Score: Raw -523177.040001 + Penalty 2841.388507 = -520335.651494
  nChanged 78
		SP:Iteration 15Q (125244.530000 sec): 3 clusters
  Score: Raw -523202.492842 + Penalty 2841.388507 = -520361.104335
  nChanged 70
		SP:Iteration 16Q (125244.690000 sec): 3 clusters
  Score: Raw -523219.971408 + Penalty 2841.388507 = -520378.582901
  nChanged 57
		SP:Iteration 17Q (125244.870000 sec): 3 clusters
  Score: Raw -523239.829045 + Penalty 2841.388507 = -520398.440538
  nChanged 54
		SP:Iteration 18Q (125245.040000 sec): 3 clusters
  Score: Raw -523257.985343 + Penalty 2841.388507 = -520416.596836
  nChanged 49
		SP:Iteration 19Q (125245.230000 sec): 3 clusters
  Score: Raw -523272.965967 + Penalty 2841.388507 = -520431.577460
  nChanged 61
		SP:Iteration 20F (125245.390000 sec): 3 clusters
  Score: Raw -523288.317231 + Penalty 2841.388507 = -520446.928724
  nChanged 53
		SP:Iteration 21Q (125245.570000 sec): 3 clusters
  Score: Raw -523302.586913 + Penalty 2841.388507 = -520461.198406
  nChanged 46
		SP:Iteration 22Q (125245.740000 sec): 3 clusters
  Score: Raw -523316.348282 + Penalty 2841.388507 = -520474.959775
  nChanged 56
		SP:Iteration 23Q (125245.930000 sec): 3 clusters
  Score: Raw -523336.365577 + Penalty 2841.388507 = -520494.977070
  nChanged 45
		SP:Iteration 24Q (125246.140000 sec): 3 clusters
  Score: Raw -523352.054700 + Penalty 2841.388507 = -520510.666193
  nChanged 58
		SP:Iteration 25Q (125246.260000 sec): 3 clusters
  Score: Raw -523372.405443 + Penalty 2841.388507 = -520531.016936
  nChanged 59
		SP:Iteration 26Q (125246.430000 sec): 3 clusters
  Score: Raw -523388.941158 + Penalty 2841.388507 = -520547.552651
  nChanged 48
		SP:Iteration 27Q (125246.600000 sec): 3 clusters
  Score: Raw -523402.290849 + Penalty 2841.388507 = -520560.902342
  nChanged 58
		SP:Iteration 28Q (125246.750000 sec): 3 clusters
  Score: Raw -523420.634667 + Penalty 2841.388507 = -520579.246160
  nChanged 50
		SP:Iteration 29Q (125246.900000 sec): 3 clusters
  Score: Raw -523439.184584 + Penalty 2841.388507 = -520597.796077
  nChanged 42
		SP:Iteration 30Q (125247.050000 sec): 3 clusters
  Score: Raw -523455.842637 + Penalty 2841.388507 = -520614.454131
  nChanged 41
		SP:Iteration 31Q (125247.230000 sec): 3 clusters
  Score: Raw -523470.561317 + Penalty 2841.388507 = -520629.172810
  nChanged 48
		SP:Iteration 32Q (125247.440000 sec): 3 clusters
  Score: Raw -523486.409190 + Penalty 2841.388507 = -520645.020683
  nChanged 51
		SP:Iteration 33Q (125247.610000 sec): 3 clusters
  Score: Raw -523503.049350 + Penalty 2841.388507 = -520661.660843
  nChanged 42
		SP:Iteration 34Q (125247.800000 sec): 3 clusters
  Score: Raw -523517.690395 + Penalty 2841.388507 = -520676.301888
  nChanged 40
		SP:Iteration 35Q (125247.920000 sec): 3 clusters
  Score: Raw -523530.896389 + Penalty 2841.388507 = -520689.507883
  nChanged 38
		SP:Iteration 36Q (125248.090000 sec): 3 clusters
  Score: Raw -523542.315674 + Penalty 2841.388507 = -520700.927168
  nChanged 36
		SP:Iteration 37Q (125248.280000 sec): 3 clusters
  Score: Raw -523558.815914 + Penalty 2841.388507 = -520717.427407
  nChanged 39
		SP:Iteration 38Q (125248.440000 sec): 3 clusters
  Score: Raw -523582.079281 + Penalty 2841.388507 = -520740.690774
  nChanged 48
		SP:Iteration 39Q (125248.590000 sec): 3 clusters
  Score: Raw -523611.797365 + Penalty 2841.388507 = -520770.408858
  nChanged 60
		SP:Iteration 40F (125248.740000 sec): 3 clusters
  Score: Raw -523688.683298 + Penalty 2841.388507 = -520847.294791
  nChanged 70
		SP:Iteration 41Q (125248.920000 sec): 3 clusters
  Score: Raw -523809.118266 + Penalty 2841.388507 = -520967.729759
  nChanged 71
		SP:Iteration 42Q (125249.060000 sec): 3 clusters
  Score: Raw -523908.781158 + Penalty 2841.388507 = -521067.392651
  nChanged 83
		SP:Iteration 43Q (125249.190000 sec): 3 clusters
  Score: Raw -523956.073174 + Penalty 2841.388507 = -521114.684667
  nChanged 65
		SP:Iteration 44Q (125249.360000 sec): 3 clusters
  Score: Raw -523981.019745 + Penalty 2841.388507 = -521139.631238
  nChanged 43
		SP:Iteration 45Q (125249.580000 sec): 3 clusters
  Score: Raw -523995.075652 + Penalty 2841.388507 = -521153.687145
  nChanged 30
		SP:Iteration 46Q (125249.730000 sec): 3 clusters
  Score: Raw -524003.459376 + Penalty 2841.388507 = -521162.070869
  nChanged 17
		SP:Iteration 47Q (125249.900000 sec): 3 clusters
  Score: Raw -524007.150057 + Penalty 2841.388507 = -521165.761550
  nChanged 19
		SP:Iteration 48Q (125250.040000 sec): 3 clusters
  Score: Raw -524011.236456 + Penalty 2841.388507 = -521169.847949
  nChanged 12
		SP:Iteration 49Q (125250.190000 sec): 3 clusters
  Score: Raw -524014.822103 + Penalty 2841.388507 = -521173.433596
  nChanged 12
		SP:Iteration 50Q (125250.350000 sec): 3 clusters
  Score: Raw -524017.707809 + Penalty 2841.388507 = -521176.319302
  nChanged 11
		SP:Iteration 51Q (125250.560000 sec): 3 clusters
  Score: Raw -524019.757372 + Penalty 2841.388507 = -521178.368865
  nChanged 10
		SP:Iteration 52Q (125250.730000 sec): 3 clusters
  Score: Raw -524021.846479 + Penalty 2841.388507 = -521180.457972
  nChanged 11
		SP:Iteration 53Q (125250.880000 sec): 3 clusters
  Score: Raw -524024.486238 + Penalty 2841.388507 = -521183.097731
  nChanged 6
		SP:Iteration 54Q (125251.060000 sec): 3 clusters
  Score: Raw -524025.867941 + Penalty 2841.388507 = -521184.479434
  nChanged 5
		SP:Iteration 55Q (125251.220000 sec): 3 clusters
  Score: Raw -524026.979014 + Penalty 2841.388507 = -521185.590507
  nChanged 6
		SP:Iteration 56Q (125251.390000 sec): 3 clusters
  Score: Raw -524028.208870 + Penalty 2841.388507 = -521186.820363
  nChanged 4
		SP:Iteration 57Q (125251.600000 sec): 3 clusters
  Score: Raw -524028.911399 + Penalty 2841.388507 = -521187.522892
  nChanged 1
		SP:Iteration 58Q (125251.750000 sec): 3 clusters
  Score: Raw -524029.077752 + Penalty 2841.388507 = -521187.689245
  nChanged 1
		SP:Iteration 59Q (125251.900000 sec): 3 clusters
  Score: Raw -524029.178393 + Penalty 2841.388507 = -521187.789886
  nChanged 1
		SP:Iteration 60F (125252.050000 sec): 3 clusters
  Score: Raw -524029.298317 + Penalty 2841.388507 = -521187.909810
  nChanged 2
		SP:Iteration 61Q (125252.200000 sec): 3 clusters
  Score: Raw -524029.714122 + Penalty 2841.388507 = -521188.325616
  nChanged 0
		SP:Iteration 62F (125252.350000 sec): 3 clusters
  Score: Raw -524029.714122 + Penalty 2841.388507 = -521188.325616
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 29 (3656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125252.450000 sec): 2 clusters
  Score: Raw -286099.740131 + Penalty 1333.170302 = -284766.569830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125252.630000 sec): 3 clusters
  Score: Raw -284319.609870 + Penalty 2666.340603 = -281653.269267
  nChanged 1423
		SP:Iteration 1F (125252.800000 sec): 3 clusters
  Score: Raw -285242.537431 + Penalty 2666.340603 = -282576.196827
  nChanged 300
		SP:Iteration 2F (125252.980000 sec): 3 clusters
  Score: Raw -285506.131179 + Penalty 2666.340603 = -282839.790576
  nChanged 246
		SP:Iteration 3F (125253.160000 sec): 3 clusters
  Score: Raw -285735.662675 + Penalty 2666.340603 = -283069.322072
  nChanged 233
		SP:Iteration 4F (125253.330000 sec): 3 clusters
  Score: Raw -285998.251633 + Penalty 2666.340603 = -283331.911030
  nChanged 244
		SP:Iteration 5F (125253.510000 sec): 3 clusters
  Score: Raw -286245.957041 + Penalty 2666.340603 = -283579.616438
  nChanged 195
		SP:Iteration 6F (125253.680000 sec): 3 clusters
  Score: Raw -286432.837500 + Penalty 2666.340603 = -283766.496897
  nChanged 156
		SP:Iteration 7Q (125253.860000 sec): 3 clusters
  Score: Raw -286538.121202 + Penalty 2666.340603 = -283871.780598
  nChanged 96
		SP:Iteration 8Q (125254.040000 sec): 3 clusters
  Score: Raw -286579.786882 + Penalty 2666.340603 = -283913.446279
  nChanged 53
		SP:Iteration 9Q (125254.210000 sec): 3 clusters
  Score: Raw -286608.677321 + Penalty 2666.340603 = -283942.336718
  nChanged 45
		SP:Iteration 10Q (125254.380000 sec): 3 clusters
  Score: Raw -286625.467445 + Penalty 2666.340603 = -283959.126842
  nChanged 34
		SP:Iteration 11Q (125254.550000 sec): 3 clusters
  Score: Raw -286641.790671 + Penalty 2666.340603 = -283975.450068
  nChanged 38
		SP:Iteration 12Q (125254.730000 sec): 3 clusters
  Score: Raw -286660.786948 + Penalty 2666.340603 = -283994.446345
  nChanged 31
		SP:Iteration 13Q (125254.900000 sec): 3 clusters
  Score: Raw -286675.632155 + Penalty 2666.340603 = -284009.291552
  nChanged 27
		SP:Iteration 14Q (125255.080000 sec): 3 clusters
  Score: Raw -286687.145594 + Penalty 2666.340603 = -284020.804991
  nChanged 23
		SP:Iteration 15Q (125255.250000 sec): 3 clusters
  Score: Raw -286695.494719 + Penalty 2666.340603 = -284029.154116
  nChanged 20
		SP:Iteration 16Q (125255.420000 sec): 3 clusters
  Score: Raw -286705.810463 + Penalty 2666.340603 = -284039.469860
  nChanged 18
		SP:Iteration 17Q (125255.590000 sec): 3 clusters
  Score: Raw -286713.432062 + Penalty 2666.340603 = -284047.091459
  nChanged 18
		SP:Iteration 18Q (125255.770000 sec): 3 clusters
  Score: Raw -286718.235452 + Penalty 2666.340603 = -284051.894849
  nChanged 8
		SP:Iteration 19Q (125255.940000 sec): 3 clusters
  Score: Raw -286720.933212 + Penalty 2666.340603 = -284054.592609
  nChanged 11
		SP:Iteration 20F (125256.110000 sec): 3 clusters
  Score: Raw -286723.912980 + Penalty 2666.340603 = -284057.572377
  nChanged 6
		SP:Iteration 21Q (125256.290000 sec): 3 clusters
  Score: Raw -286725.248516 + Penalty 2666.340603 = -284058.907913
  nChanged 2
		SP:Iteration 22Q (125256.460000 sec): 3 clusters
  Score: Raw -286725.893156 + Penalty 2666.340603 = -284059.552553
  nChanged 1
		SP:Iteration 23Q (125256.630000 sec): 3 clusters
  Score: Raw -286726.164272 + Penalty 2666.340603 = -284059.823669
  nChanged 2
		SP:Iteration 24Q (125256.810000 sec): 3 clusters
  Score: Raw -286726.767662 + Penalty 2666.340603 = -284060.427059
  nChanged 2
		SP:Iteration 25Q (125256.980000 sec): 3 clusters
  Score: Raw -286727.071784 + Penalty 2666.340603 = -284060.731181
  nChanged 1
		SP:Iteration 26Q (125257.150000 sec): 3 clusters
  Score: Raw -286727.125652 + Penalty 2666.340603 = -284060.785049
  nChanged 0
		SP:Iteration 27F (125257.330000 sec): 3 clusters
  Score: Raw -286727.125652 + Penalty 2666.340603 = -284060.785049
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 30 (3886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125257.440000 sec): 2 clusters
  Score: Raw -333700.074500 + Penalty 1343.084540 = -332356.989960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125257.620000 sec): 3 clusters
  Score: Raw -331750.619101 + Penalty 2686.169080 = -329064.450021
  nChanged 1522
		SP:Iteration 1F (125257.760000 sec): 3 clusters
  Score: Raw -332556.494610 + Penalty 2686.169080 = -329870.325530
  nChanged 271
		SP:Iteration 2F (125257.920000 sec): 3 clusters
  Score: Raw -332710.734059 + Penalty 2686.169080 = -330024.564979
  nChanged 206
		SP:Iteration 3F (125258.080000 sec): 3 clusters
  Score: Raw -332808.202455 + Penalty 2686.169080 = -330122.033376
  nChanged 163
		SP:Iteration 4Q (125258.250000 sec): 3 clusters
  Score: Raw -332895.121669 + Penalty 2686.169080 = -330208.952589
  nChanged 154
		SP:Iteration 5Q (125258.420000 sec): 3 clusters
  Score: Raw -332977.702974 + Penalty 2686.169080 = -330291.533895
  nChanged 134
		SP:Iteration 6Q (125258.590000 sec): 3 clusters
  Score: Raw -333050.961089 + Penalty 2686.169080 = -330364.792010
  nChanged 120
		SP:Iteration 7Q (125258.810000 sec): 3 clusters
  Score: Raw -333113.042425 + Penalty 2686.169080 = -330426.873346
  nChanged 121
		SP:Iteration 8Q (125258.960000 sec): 3 clusters
  Score: Raw -333179.812249 + Penalty 2686.169080 = -330493.643170
  nChanged 115
		SP:Iteration 9Q (125259.130000 sec): 3 clusters
  Score: Raw -333257.661121 + Penalty 2686.169080 = -330571.492041
  nChanged 125
		SP:Iteration 10Q (125259.300000 sec): 3 clusters
  Score: Raw -333334.991555 + Penalty 2686.169080 = -330648.822476
  nChanged 103
		SP:Iteration 11Q (125259.480000 sec): 3 clusters
  Score: Raw -333405.160845 + Penalty 2686.169080 = -330718.991765
  nChanged 105
		SP:Iteration 12Q (125259.650000 sec): 3 clusters
  Score: Raw -333483.320855 + Penalty 2686.169080 = -330797.151775
  nChanged 97
		SP:Iteration 13Q (125259.790000 sec): 3 clusters
  Score: Raw -333563.619060 + Penalty 2686.169080 = -330877.449980
  nChanged 87
		SP:Iteration 14Q (125259.950000 sec): 3 clusters
  Score: Raw -333633.841437 + Penalty 2686.169080 = -330947.672357
  nChanged 67
		SP:Iteration 15Q (125260.120000 sec): 3 clusters
  Score: Raw -333684.531636 + Penalty 2686.169080 = -330998.362556
  nChanged 58
		SP:Iteration 16Q (125260.300000 sec): 3 clusters
  Score: Raw -333723.388078 + Penalty 2686.169080 = -331037.218998
  nChanged 40
		SP:Iteration 17Q (125260.470000 sec): 3 clusters
  Score: Raw -333751.798743 + Penalty 2686.169080 = -331065.629663
  nChanged 32
		SP:Iteration 18Q (125260.650000 sec): 3 clusters
  Score: Raw -333777.654130 + Penalty 2686.169080 = -331091.485051
  nChanged 39
		SP:Iteration 19Q (125260.820000 sec): 3 clusters
  Score: Raw -333810.894134 + Penalty 2686.169080 = -331124.725055
  nChanged 28
		SP:Iteration 20F (125260.990000 sec): 3 clusters
  Score: Raw -333834.015255 + Penalty 2686.169080 = -331147.846175
  nChanged 15
		SP:Iteration 21Q (125261.170000 sec): 3 clusters
  Score: Raw -333848.436585 + Penalty 2686.169080 = -331162.267505
  nChanged 9
		SP:Iteration 22Q (125261.340000 sec): 3 clusters
  Score: Raw -333857.667710 + Penalty 2686.169080 = -331171.498630
  nChanged 11
		SP:Iteration 23Q (125261.510000 sec): 3 clusters
  Score: Raw -333866.525379 + Penalty 2686.169080 = -331180.356299
  nChanged 6
		SP:Iteration 24Q (125261.700000 sec): 3 clusters
  Score: Raw -333873.085863 + Penalty 2686.169080 = -331186.916783
  nChanged 6
		SP:Iteration 25Q (125261.840000 sec): 3 clusters
  Score: Raw -333877.332517 + Penalty 2686.169080 = -331191.163438
  nChanged 5
		SP:Iteration 26Q (125262.000000 sec): 3 clusters
  Score: Raw -333881.788947 + Penalty 2686.169080 = -331195.619867
  nChanged 5
		SP:Iteration 27Q (125262.160000 sec): 3 clusters
  Score: Raw -333887.221799 + Penalty 2686.169080 = -331201.052719
  nChanged 6
		SP:Iteration 28Q (125262.320000 sec): 3 clusters
  Score: Raw -333893.613130 + Penalty 2686.169080 = -331207.444050
  nChanged 5
		SP:Iteration 29Q (125262.490000 sec): 3 clusters
  Score: Raw -333896.272904 + Penalty 2686.169080 = -331210.103824
  nChanged 5
		SP:Iteration 30Q (125262.670000 sec): 3 clusters
  Score: Raw -333902.154654 + Penalty 2686.169080 = -331215.985574
  nChanged 9
		SP:Iteration 31Q (125262.890000 sec): 3 clusters
  Score: Raw -333911.141772 + Penalty 2686.169080 = -331224.972693
  nChanged 6
		SP:Iteration 32Q (125263.030000 sec): 3 clusters
  Score: Raw -333918.680257 + Penalty 2686.169080 = -331232.511177
  nChanged 7
		SP:Iteration 33Q (125263.210000 sec): 3 clusters
  Score: Raw -333924.420637 + Penalty 2686.169080 = -331238.251557
  nChanged 5
		SP:Iteration 34Q (125263.380000 sec): 3 clusters
  Score: Raw -333932.366751 + Penalty 2686.169080 = -331246.197671
  nChanged 4
		SP:Iteration 35Q (125263.550000 sec): 3 clusters
  Score: Raw -333937.902981 + Penalty 2686.169080 = -331251.733901
  nChanged 2
		SP:Iteration 36Q (125263.710000 sec): 3 clusters
  Score: Raw -333939.873626 + Penalty 2686.169080 = -331253.704546
  nChanged 2
		SP:Iteration 37Q (125263.870000 sec): 3 clusters
  Score: Raw -333941.579540 + Penalty 2686.169080 = -331255.410460
  nChanged 2
		SP:Iteration 38Q (125264.030000 sec): 3 clusters
  Score: Raw -333942.998161 + Penalty 2686.169080 = -331256.829081
  nChanged 1
		SP:Iteration 39Q (125264.190000 sec): 3 clusters
  Score: Raw -333943.921375 + Penalty 2686.169080 = -331257.752295
  nChanged 1
		SP:Iteration 40F (125264.360000 sec): 3 clusters
  Score: Raw -333947.057466 + Penalty 2686.169080 = -331260.888387
  nChanged 2
		SP:Iteration 41Q (125264.530000 sec): 3 clusters
  Score: Raw -333949.709530 + Penalty 2686.169080 = -331263.540450
  nChanged 1
		SP:Iteration 42Q (125264.710000 sec): 3 clusters
  Score: Raw -333950.301456 + Penalty 2686.169080 = -331264.132376
  nChanged 0
		SP:Iteration 43F (125264.880000 sec): 3 clusters
  Score: Raw -333950.301456 + Penalty 2686.169080 = -331264.132376
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 31 (5709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125265.000000 sec): 2 clusters
  Score: Raw -452165.578361 + Penalty 1405.592363 = -450759.985998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125265.210000 sec): 3 clusters
  Score: Raw -449088.223784 + Penalty 2811.184726 = -446277.039059
  nChanged 2349
		SP:Iteration 1F (125265.340000 sec): 3 clusters
  Score: Raw -450487.135590 + Penalty 2811.184726 = -447675.950865
  nChanged 524
		SP:Iteration 2F (125265.510000 sec): 3 clusters
  Score: Raw -450900.081883 + Penalty 2811.184726 = -448088.897158
  nChanged 423
		SP:Iteration 3F (125265.680000 sec): 3 clusters
  Score: Raw -451208.492684 + Penalty 2811.184726 = -448397.307958
  nChanged 367
		SP:Iteration 4F (125265.840000 sec): 3 clusters
  Score: Raw -451457.280090 + Penalty 2811.184726 = -448646.095364
  nChanged 308
		SP:Iteration 5F (125266.010000 sec): 3 clusters
  Score: Raw -451662.741599 + Penalty 2811.184726 = -448851.556873
  nChanged 249
		SP:Iteration 6Q (125266.250000 sec): 3 clusters
  Score: Raw -451820.558803 + Penalty 2811.184726 = -449009.374077
  nChanged 202
		SP:Iteration 7Q (125266.440000 sec): 3 clusters
  Score: Raw -451955.350678 + Penalty 2811.184726 = -449144.165953
  nChanged 199
		SP:Iteration 8Q (125266.610000 sec): 3 clusters
  Score: Raw -452122.323816 + Penalty 2811.184726 = -449311.139091
  nChanged 202
		SP:Iteration 9Q (125266.780000 sec): 3 clusters
  Score: Raw -452294.084552 + Penalty 2811.184726 = -449482.899826
  nChanged 185
		SP:Iteration 10Q (125266.980000 sec): 3 clusters
  Score: Raw -452449.299210 + Penalty 2811.184726 = -449638.114484
  nChanged 165
		SP:Iteration 11Q (125267.130000 sec): 3 clusters
  Score: Raw -452579.709054 + Penalty 2811.184726 = -449768.524329
  nChanged 140
		SP:Iteration 12Q (125267.310000 sec): 3 clusters
  Score: Raw -452668.547977 + Penalty 2811.184726 = -449857.363251
  nChanged 105
		SP:Iteration 13Q (125267.450000 sec): 3 clusters
  Score: Raw -452721.361754 + Penalty 2811.184726 = -449910.177029
  nChanged 72
		SP:Iteration 14Q (125267.590000 sec): 3 clusters
  Score: Raw -452754.145198 + Penalty 2811.184726 = -449942.960472
  nChanged 47
		SP:Iteration 15Q (125267.730000 sec): 3 clusters
  Score: Raw -452782.753819 + Penalty 2811.184726 = -449971.569093
  nChanged 41
		SP:Iteration 16Q (125267.870000 sec): 3 clusters
  Score: Raw -452806.399452 + Penalty 2811.184726 = -449995.214726
  nChanged 52
		SP:Iteration 17Q (125268.010000 sec): 3 clusters
  Score: Raw -452833.775056 + Penalty 2811.184726 = -450022.590331
  nChanged 42
		SP:Iteration 18Q (125268.150000 sec): 3 clusters
  Score: Raw -452850.201127 + Penalty 2811.184726 = -450039.016401
  nChanged 33
		SP:Iteration 19Q (125268.290000 sec): 3 clusters
  Score: Raw -452861.268532 + Penalty 2811.184726 = -450050.083807
  nChanged 21
		SP:Iteration 20F (125268.440000 sec): 3 clusters
  Score: Raw -452864.740532 + Penalty 2811.184726 = -450053.555806
  nChanged 12
		SP:Iteration 21Q (125268.580000 sec): 3 clusters
  Score: Raw -452867.242504 + Penalty 2811.184726 = -450056.057778
  nChanged 9
		SP:Iteration 22Q (125268.720000 sec): 3 clusters
  Score: Raw -452868.700302 + Penalty 2811.184726 = -450057.515576
  nChanged 5
		SP:Iteration 23Q (125268.860000 sec): 3 clusters
  Score: Raw -452870.417683 + Penalty 2811.184726 = -450059.232957
  nChanged 9
		SP:Iteration 24Q (125269.000000 sec): 3 clusters
  Score: Raw -452872.185655 + Penalty 2811.184726 = -450061.000930
  nChanged 4
		SP:Iteration 25Q (125269.140000 sec): 3 clusters
  Score: Raw -452873.585057 + Penalty 2811.184726 = -450062.400332
  nChanged 6
		SP:Iteration 26Q (125269.280000 sec): 3 clusters
  Score: Raw -452875.021510 + Penalty 2811.184726 = -450063.836784
  nChanged 4
		SP:Iteration 27Q (125269.420000 sec): 3 clusters
  Score: Raw -452877.713088 + Penalty 2811.184726 = -450066.528362
  nChanged 8
		SP:Iteration 28Q (125269.560000 sec): 3 clusters
  Score: Raw -452880.975749 + Penalty 2811.184726 = -450069.791024
  nChanged 6
		SP:Iteration 29Q (125269.710000 sec): 3 clusters
  Score: Raw -452883.111446 + Penalty 2811.184726 = -450071.926720
  nChanged 7
		SP:Iteration 30Q (125269.860000 sec): 3 clusters
  Score: Raw -452884.105256 + Penalty 2811.184726 = -450072.920531
  nChanged 1
		SP:Iteration 31Q (125270.020000 sec): 3 clusters
  Score: Raw -452884.438883 + Penalty 2811.184726 = -450073.254157
  nChanged 3
		SP:Iteration 32Q (125270.170000 sec): 3 clusters
  Score: Raw -452885.111791 + Penalty 2811.184726 = -450073.927065
  nChanged 1
		SP:Iteration 33Q (125270.330000 sec): 3 clusters
  Score: Raw -452885.275748 + Penalty 2811.184726 = -450074.091022
  nChanged 1
		SP:Iteration 34Q (125270.480000 sec): 3 clusters
  Score: Raw -452885.378062 + Penalty 2811.184726 = -450074.193336
  nChanged 0
		SP:Iteration 35F (125270.640000 sec): 3 clusters
  Score: Raw -452885.378062 + Penalty 2811.184726 = -450074.193336
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 32 (21110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125270.890000 sec): 2 clusters
  Score: Raw -1789685.772214 + Penalty 1618.094098 = -1788067.678116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125271.150000 sec): 3 clusters
  Score: Raw -1776903.449843 + Penalty 3236.188196 = -1773667.261647
  nChanged 9474
		SP:Iteration 1F (125271.440000 sec): 3 clusters
  Score: Raw -1781973.518281 + Penalty 3236.188196 = -1778737.330085
  nChanged 999
		SP:Iteration 2Q (125271.730000 sec): 3 clusters
  Score: Raw -1782291.712955 + Penalty 3236.188196 = -1779055.524760
  nChanged 872
		SP:Iteration 3Q (125272.010000 sec): 3 clusters
  Score: Raw -1782561.538813 + Penalty 3236.188196 = -1779325.350617
  nChanged 803
		SP:Iteration 4Q (125272.330000 sec): 3 clusters
  Score: Raw -1782828.904395 + Penalty 3236.188196 = -1779592.716199
  nChanged 850
		SP:Iteration 5Q (125272.640000 sec): 3 clusters
  Score: Raw -1783149.721198 + Penalty 3236.188196 = -1779913.533003
  nChanged 914
		SP:Iteration 6Q (125272.920000 sec): 3 clusters
  Score: Raw -1783540.536423 + Penalty 3236.188196 = -1780304.348227
  nChanged 1007
		SP:Iteration 7Q (125273.230000 sec): 3 clusters
  Score: Raw -1784025.903161 + Penalty 3236.188196 = -1780789.714965
  nChanged 1139
		SP:Iteration 8F (125273.540000 sec): 3 clusters
  Score: Raw -1784709.935503 + Penalty 3236.188196 = -1781473.747307
  nChanged 1266
		SP:Iteration 9F (125273.790000 sec): 3 clusters
  Score: Raw -1785605.447605 + Penalty 3236.188196 = -1782369.259410
  nChanged 1286
		SP:Iteration 10F (125274.080000 sec): 3 clusters
  Score: Raw -1786615.123014 + Penalty 3236.188196 = -1783378.934818
  nChanged 1165
		SP:Iteration 11F (125274.380000 sec): 3 clusters
  Score: Raw -1787592.792297 + Penalty 3236.188196 = -1784356.604101
  nChanged 924
		SP:Iteration 12Q (125274.680000 sec): 3 clusters
  Score: Raw -1788368.361119 + Penalty 3236.188196 = -1785132.172924
  nChanged 679
		SP:Iteration 13Q (125274.990000 sec): 3 clusters
  Score: Raw -1788982.094105 + Penalty 3236.188196 = -1785745.905909
  nChanged 461
		SP:Iteration 14Q (125275.290000 sec): 3 clusters
  Score: Raw -1789427.048328 + Penalty 3236.188196 = -1786190.860133
  nChanged 246
		SP:Iteration 15Q (125275.620000 sec): 3 clusters
  Score: Raw -1789674.590770 + Penalty 3236.188196 = -1786438.402575
  nChanged 133
		SP:Iteration 16Q (125275.900000 sec): 3 clusters
  Score: Raw -1789812.571763 + Penalty 3236.188196 = -1786576.383567
  nChanged 72
		SP:Iteration 17Q (125276.250000 sec): 3 clusters
  Score: Raw -1789878.467378 + Penalty 3236.188196 = -1786642.279183
  nChanged 48
		SP:Iteration 18Q (125276.570000 sec): 3 clusters
  Score: Raw -1789920.864721 + Penalty 3236.188196 = -1786684.676525
  nChanged 25
		SP:Iteration 19Q (125276.890000 sec): 3 clusters
  Score: Raw -1789940.859523 + Penalty 3236.188196 = -1786704.671327
  nChanged 16
		SP:Iteration 20F (125277.190000 sec): 3 clusters
  Score: Raw -1789952.227174 + Penalty 3236.188196 = -1786716.038978
  nChanged 11
		SP:Iteration 21Q (125277.510000 sec): 3 clusters
  Score: Raw -1789961.110608 + Penalty 3236.188196 = -1786724.922413
  nChanged 4
		SP:Iteration 22Q (125277.890000 sec): 3 clusters
  Score: Raw -1789963.969256 + Penalty 3236.188196 = -1786727.781060
  nChanged 2
		SP:Iteration 23Q (125278.170000 sec): 3 clusters
  Score: Raw -1789965.075107 + Penalty 3236.188196 = -1786728.886912
  nChanged 1
		SP:Iteration 24Q (125278.470000 sec): 3 clusters
  Score: Raw -1789965.754182 + Penalty 3236.188196 = -1786729.565986
  nChanged 2
		SP:Iteration 25Q (125278.850000 sec): 3 clusters
  Score: Raw -1789966.928769 + Penalty 3236.188196 = -1786730.740573
  nChanged 3
		SP:Iteration 26Q (125279.140000 sec): 3 clusters
  Score: Raw -1789969.633483 + Penalty 3236.188196 = -1786733.445287
  nChanged 3
		SP:Iteration 27Q (125279.440000 sec): 3 clusters
  Score: Raw -1789971.461800 + Penalty 3236.188196 = -1786735.273604
  nChanged 3
		SP:Iteration 28Q (125279.760000 sec): 3 clusters
  Score: Raw -1789973.755001 + Penalty 3236.188196 = -1786737.566806
  nChanged 2
		SP:Iteration 29Q (125280.030000 sec): 3 clusters
  Score: Raw -1789975.102244 + Penalty 3236.188196 = -1786738.914049
  nChanged 2
		SP:Iteration 30Q (125280.350000 sec): 3 clusters
  Score: Raw -1789976.462852 + Penalty 3236.188196 = -1786740.274657
  nChanged 3
		SP:Iteration 31Q (125280.630000 sec): 3 clusters
  Score: Raw -1789978.330471 + Penalty 3236.188196 = -1786742.142276
  nChanged 3
		SP:Iteration 32Q (125280.940000 sec): 3 clusters
  Score: Raw -1789980.904075 + Penalty 3236.188196 = -1786744.715879
  nChanged 1
		SP:Iteration 33Q (125281.240000 sec): 3 clusters
  Score: Raw -1789982.394149 + Penalty 3236.188196 = -1786746.205953
  nChanged 3
		SP:Iteration 34Q (125281.570000 sec): 3 clusters
  Score: Raw -1789985.327179 + Penalty 3236.188196 = -1786749.138983
  nChanged 3
		SP:Iteration 35Q (125281.840000 sec): 3 clusters
  Score: Raw -1789988.386187 + Penalty 3236.188196 = -1786752.197991
  nChanged 1
		SP:Iteration 36Q (125282.160000 sec): 3 clusters
  Score: Raw -1789989.486013 + Penalty 3236.188196 = -1786753.297817
  nChanged 0
		SP:Iteration 37F (125282.460000 sec): 3 clusters
  Score: Raw -1789989.486013 + Penalty 3236.188196 = -1786753.297817
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 33 (3334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125282.560000 sec): 2 clusters
  Score: Raw -239671.733657 + Penalty 1318.188310 = -238353.545346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125282.720000 sec): 3 clusters
  Score: Raw -238053.248116 + Penalty 2636.376621 = -235416.871495
  nChanged 1283
		SP:Iteration 1F (125282.900000 sec): 3 clusters
  Score: Raw -238975.775038 + Penalty 2636.376621 = -236339.398418
  nChanged 318
		SP:Iteration 2F (125283.070000 sec): 3 clusters
  Score: Raw -239227.957387 + Penalty 2636.376621 = -236591.580766
  nChanged 226
		SP:Iteration 3F (125283.250000 sec): 3 clusters
  Score: Raw -239426.523818 + Penalty 2636.376621 = -236790.147198
  nChanged 199
		SP:Iteration 4F (125283.430000 sec): 3 clusters
  Score: Raw -239624.473792 + Penalty 2636.376621 = -236988.097172
  nChanged 190
		SP:Iteration 5F (125283.600000 sec): 3 clusters
  Score: Raw -239800.114792 + Penalty 2636.376621 = -237163.738172
  nChanged 151
		SP:Iteration 6Q (125283.780000 sec): 3 clusters
  Score: Raw -239946.666757 + Penalty 2636.376621 = -237310.290136
  nChanged 131
		SP:Iteration 7Q (125283.950000 sec): 3 clusters
  Score: Raw -240072.591620 + Penalty 2636.376621 = -237436.215000
  nChanged 96
		SP:Iteration 8Q (125284.130000 sec): 3 clusters
  Score: Raw -240148.703073 + Penalty 2636.376621 = -237512.326452
  nChanged 76
		SP:Iteration 9Q (125284.310000 sec): 3 clusters
  Score: Raw -240202.286467 + Penalty 2636.376621 = -237565.909846
  nChanged 47
		SP:Iteration 10Q (125284.470000 sec): 3 clusters
  Score: Raw -240233.060857 + Penalty 2636.376621 = -237596.684237
  nChanged 33
		SP:Iteration 11Q (125284.660000 sec): 3 clusters
  Score: Raw -240259.943960 + Penalty 2636.376621 = -237623.567340
  nChanged 25
		SP:Iteration 12Q (125284.830000 sec): 3 clusters
  Score: Raw -240275.686512 + Penalty 2636.376621 = -237639.309892
  nChanged 21
		SP:Iteration 13Q (125285.010000 sec): 3 clusters
  Score: Raw -240293.249316 + Penalty 2636.376621 = -237656.872695
  nChanged 24
		SP:Iteration 14Q (125285.190000 sec): 3 clusters
  Score: Raw -240313.323522 + Penalty 2636.376621 = -237676.946901
  nChanged 21
		SP:Iteration 15Q (125285.360000 sec): 3 clusters
  Score: Raw -240332.541961 + Penalty 2636.376621 = -237696.165340
  nChanged 18
		SP:Iteration 16Q (125285.530000 sec): 3 clusters
  Score: Raw -240349.118061 + Penalty 2636.376621 = -237712.741441
  nChanged 22
		SP:Iteration 17Q (125285.710000 sec): 3 clusters
  Score: Raw -240366.547958 + Penalty 2636.376621 = -237730.171337
  nChanged 13
		SP:Iteration 18Q (125285.890000 sec): 3 clusters
  Score: Raw -240376.203229 + Penalty 2636.376621 = -237739.826608
  nChanged 12
		SP:Iteration 19Q (125286.070000 sec): 3 clusters
  Score: Raw -240384.850491 + Penalty 2636.376621 = -237748.473871
  nChanged 8
		SP:Iteration 20F (125286.240000 sec): 3 clusters
  Score: Raw -240394.555616 + Penalty 2636.376621 = -237758.178995
  nChanged 8
		SP:Iteration 21Q (125286.420000 sec): 3 clusters
  Score: Raw -240400.974142 + Penalty 2636.376621 = -237764.597521
  nChanged 7
		SP:Iteration 22Q (125286.590000 sec): 3 clusters
  Score: Raw -240407.285056 + Penalty 2636.376621 = -237770.908435
  nChanged 7
		SP:Iteration 23Q (125286.770000 sec): 3 clusters
  Score: Raw -240412.854258 + Penalty 2636.376621 = -237776.477638
  nChanged 3
		SP:Iteration 24Q (125286.950000 sec): 3 clusters
  Score: Raw -240414.260335 + Penalty 2636.376621 = -237777.883715
  nChanged 1
		SP:Iteration 25Q (125287.120000 sec): 3 clusters
  Score: Raw -240414.626868 + Penalty 2636.376621 = -237778.250247
  nChanged 1
		SP:Iteration 26Q (125287.300000 sec): 3 clusters
  Score: Raw -240415.401662 + Penalty 2636.376621 = -237779.025041
  nChanged 0
		SP:Iteration 27F (125287.470000 sec): 3 clusters
  Score: Raw -240415.401662 + Penalty 2636.376621 = -237779.025041
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 34 (22371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125287.730000 sec): 2 clusters
  Score: Raw -1907162.476022 + Penalty 1627.522123 = -1905534.953899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125288.020000 sec): 3 clusters
  Score: Raw -1893590.700437 + Penalty 3255.044246 = -1890335.656191
  nChanged 10142
		SP:Iteration 1F (125288.340000 sec): 3 clusters
  Score: Raw -1899382.591510 + Penalty 3255.044246 = -1896127.547264
  nChanged 1272
		SP:Iteration 2F (125288.680000 sec): 3 clusters
  Score: Raw -1899961.572433 + Penalty 3255.044246 = -1896706.528187
  nChanged 1404
		SP:Iteration 3F (125288.990000 sec): 3 clusters
  Score: Raw -1900708.255457 + Penalty 3255.044246 = -1897453.211211
  nChanged 1514
		SP:Iteration 4F (125289.260000 sec): 3 clusters
  Score: Raw -1901642.818311 + Penalty 3255.044246 = -1898387.774066
  nChanged 1622
		SP:Iteration 5F (125289.560000 sec): 3 clusters
  Score: Raw -1902839.168540 + Penalty 3255.044246 = -1899584.124294
  nChanged 1564
		SP:Iteration 6F (125289.830000 sec): 3 clusters
  Score: Raw -1904063.810031 + Penalty 3255.044246 = -1900808.765786
  nChanged 1191
		SP:Iteration 7F (125290.110000 sec): 3 clusters
  Score: Raw -1905063.694615 + Penalty 3255.044246 = -1901808.650369
  nChanged 815
		SP:Iteration 8Q (125290.410000 sec): 3 clusters
  Score: Raw -1905672.997090 + Penalty 3255.044246 = -1902417.952845
  nChanged 525
		SP:Iteration 9Q (125290.790000 sec): 3 clusters
  Score: Raw -1906049.729883 + Penalty 3255.044246 = -1902794.685637
  nChanged 423
		SP:Iteration 10Q (125291.090000 sec): 3 clusters
  Score: Raw -1906367.947155 + Penalty 3255.044246 = -1903112.902909
  nChanged 303
		SP:Iteration 11Q (125291.430000 sec): 3 clusters
  Score: Raw -1906688.648413 + Penalty 3255.044246 = -1903433.604167
  nChanged 228
		SP:Iteration 12Q (125291.750000 sec): 3 clusters
  Score: Raw -1906992.969507 + Penalty 3255.044246 = -1903737.925261
  nChanged 177
		SP:Iteration 13Q (125292.010000 sec): 3 clusters
  Score: Raw -1907233.330960 + Penalty 3255.044246 = -1903978.286714
  nChanged 157
		SP:Iteration 14Q (125292.300000 sec): 3 clusters
  Score: Raw -1907407.312503 + Penalty 3255.044246 = -1904152.268258
  nChanged 120
		SP:Iteration 15Q (125292.610000 sec): 3 clusters
  Score: Raw -1907499.287666 + Penalty 3255.044246 = -1904244.243420
  nChanged 104
		SP:Iteration 16Q (125292.880000 sec): 3 clusters
  Score: Raw -1907570.657232 + Penalty 3255.044246 = -1904315.612986
  nChanged 88
		SP:Iteration 17Q (125293.250000 sec): 3 clusters
  Score: Raw -1907608.537800 + Penalty 3255.044246 = -1904353.493555
  nChanged 57
		SP:Iteration 18Q (125293.520000 sec): 3 clusters
  Score: Raw -1907626.270690 + Penalty 3255.044246 = -1904371.226444
  nChanged 36
		SP:Iteration 19Q (125293.810000 sec): 3 clusters
  Score: Raw -1907637.743496 + Penalty 3255.044246 = -1904382.699250
  nChanged 29
		SP:Iteration 20F (125294.170000 sec): 3 clusters
  Score: Raw -1907645.623071 + Penalty 3255.044246 = -1904390.578826
  nChanged 22
		SP:Iteration 21Q (125294.380000 sec): 3 clusters
  Score: Raw -1907650.045097 + Penalty 3255.044246 = -1904395.000851
  nChanged 13
		SP:Iteration 22Q (125294.690000 sec): 3 clusters
  Score: Raw -1907653.040450 + Penalty 3255.044246 = -1904397.996204
  nChanged 10
		SP:Iteration 23Q (125294.950000 sec): 3 clusters
  Score: Raw -1907655.501907 + Penalty 3255.044246 = -1904400.457661
  nChanged 9
		SP:Iteration 24Q (125295.240000 sec): 3 clusters
  Score: Raw -1907656.591373 + Penalty 3255.044246 = -1904401.547127
  nChanged 5
		SP:Iteration 25Q (125295.550000 sec): 3 clusters
  Score: Raw -1907657.615073 + Penalty 3255.044246 = -1904402.570827
  nChanged 5
		SP:Iteration 26Q (125295.830000 sec): 3 clusters
  Score: Raw -1907658.631434 + Penalty 3255.044246 = -1904403.587188
  nChanged 5
		SP:Iteration 27Q (125296.140000 sec): 3 clusters
  Score: Raw -1907659.425306 + Penalty 3255.044246 = -1904404.381060
  nChanged 3
		SP:Iteration 28Q (125296.410000 sec): 3 clusters
  Score: Raw -1907659.910744 + Penalty 3255.044246 = -1904404.866499
  nChanged 0
		SP:Iteration 29F (125296.780000 sec): 3 clusters
  Score: Raw -1907659.910744 + Penalty 3255.044246 = -1904404.866499
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 35 (9699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125296.840000 sec): 2 clusters
  Score: Raw -842720.948638 + Penalty 1491.713936 = -841229.234702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125297.100000 sec): 3 clusters
  Score: Raw -837237.631616 + Penalty 2983.427872 = -834254.203744
  nChanged 4179
		SP:Iteration 1F (125297.280000 sec): 3 clusters
  Score: Raw -839531.386905 + Penalty 2983.427872 = -836547.959034
  nChanged 582
		SP:Iteration 2F (125297.460000 sec): 3 clusters
  Score: Raw -839754.359977 + Penalty 2983.427872 = -836770.932105
  nChanged 401
		SP:Iteration 3Q (125297.650000 sec): 3 clusters
  Score: Raw -839903.514817 + Penalty 2983.427872 = -836920.086945
  nChanged 318
		SP:Iteration 4Q (125297.830000 sec): 3 clusters
  Score: Raw -840012.004379 + Penalty 2983.427872 = -837028.576508
  nChanged 293
		SP:Iteration 5Q (125298.010000 sec): 3 clusters
  Score: Raw -840125.186223 + Penalty 2983.427872 = -837141.758352
  nChanged 305
		SP:Iteration 6Q (125298.190000 sec): 3 clusters
  Score: Raw -840250.081457 + Penalty 2983.427872 = -837266.653586
  nChanged 324
		SP:Iteration 7Q (125298.380000 sec): 3 clusters
  Score: Raw -840402.545696 + Penalty 2983.427872 = -837419.117824
  nChanged 371
		SP:Iteration 8Q (125298.560000 sec): 3 clusters
  Score: Raw -840618.349776 + Penalty 2983.427872 = -837634.921905
  nChanged 406
		SP:Iteration 9Q (125298.740000 sec): 3 clusters
  Score: Raw -840873.813491 + Penalty 2983.427872 = -837890.385619
  nChanged 449
		SP:Iteration 10Q (125298.920000 sec): 3 clusters
  Score: Raw -841181.183811 + Penalty 2983.427872 = -838197.755940
  nChanged 451
		SP:Iteration 11Q (125299.100000 sec): 3 clusters
  Score: Raw -841488.214155 + Penalty 2983.427872 = -838504.786284
  nChanged 424
		SP:Iteration 12Q (125299.320000 sec): 3 clusters
  Score: Raw -841803.852854 + Penalty 2983.427872 = -838820.424983
  nChanged 380
		SP:Iteration 13Q (125299.460000 sec): 3 clusters
  Score: Raw -842099.310486 + Penalty 2983.427872 = -839115.882614
  nChanged 302
		SP:Iteration 14Q (125299.690000 sec): 3 clusters
  Score: Raw -842326.599315 + Penalty 2983.427872 = -839343.171443
  nChanged 221
		SP:Iteration 15Q (125299.830000 sec): 3 clusters
  Score: Raw -842504.619755 + Penalty 2983.427872 = -839521.191884
  nChanged 161
		SP:Iteration 16Q (125300.010000 sec): 3 clusters
  Score: Raw -842634.429735 + Penalty 2983.427872 = -839651.001863
  nChanged 105
		SP:Iteration 17Q (125300.240000 sec): 3 clusters
  Score: Raw -842724.420536 + Penalty 2983.427872 = -839740.992664
  nChanged 66
		SP:Iteration 18Q (125300.460000 sec): 3 clusters
  Score: Raw -842780.875659 + Penalty 2983.427872 = -839797.447787
  nChanged 40
		SP:Iteration 19Q (125300.680000 sec): 3 clusters
  Score: Raw -842809.293009 + Penalty 2983.427872 = -839825.865138
  nChanged 25
		SP:Iteration 20F (125300.830000 sec): 3 clusters
  Score: Raw -842830.126888 + Penalty 2983.427872 = -839846.699016
  nChanged 30
		SP:Iteration 21Q (125301.010000 sec): 3 clusters
  Score: Raw -842849.587499 + Penalty 2983.427872 = -839866.159627
  nChanged 15
		SP:Iteration 22Q (125301.190000 sec): 3 clusters
  Score: Raw -842865.210025 + Penalty 2983.427872 = -839881.782153
  nChanged 19
		SP:Iteration 23Q (125301.370000 sec): 3 clusters
  Score: Raw -842881.815221 + Penalty 2983.427872 = -839898.387349
  nChanged 13
		SP:Iteration 24Q (125301.560000 sec): 3 clusters
  Score: Raw -842890.787229 + Penalty 2983.427872 = -839907.359357
  nChanged 7
		SP:Iteration 25Q (125301.740000 sec): 3 clusters
  Score: Raw -842896.860838 + Penalty 2983.427872 = -839913.432966
  nChanged 2
		SP:Iteration 26Q (125301.960000 sec): 3 clusters
  Score: Raw -842898.166956 + Penalty 2983.427872 = -839914.739085
  nChanged 3
		SP:Iteration 27Q (125302.100000 sec): 3 clusters
  Score: Raw -842899.913207 + Penalty 2983.427872 = -839916.485335
  nChanged 0
		SP:Iteration 28F (125302.320000 sec): 3 clusters
  Score: Raw -842899.913207 + Penalty 2983.427872 = -839916.485335
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 36 (4145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125302.420000 sec): 2 clusters
  Score: Raw -333392.914171 + Penalty 1353.569436 = -332039.344735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125302.600000 sec): 3 clusters
  Score: Raw -331298.479255 + Penalty 2707.138872 = -328591.340384
  nChanged 1612
		SP:Iteration 1F (125302.770000 sec): 3 clusters
  Score: Raw -332209.054071 + Penalty 2707.138872 = -329501.915199
  nChanged 314
		SP:Iteration 2F (125302.950000 sec): 3 clusters
  Score: Raw -332373.788602 + Penalty 2707.138872 = -329666.649730
  nChanged 203
		SP:Iteration 3Q (125303.120000 sec): 3 clusters
  Score: Raw -332480.648554 + Penalty 2707.138872 = -329773.509682
  nChanged 154
		SP:Iteration 4Q (125303.300000 sec): 3 clusters
  Score: Raw -332554.558002 + Penalty 2707.138872 = -329847.419130
  nChanged 128
		SP:Iteration 5Q (125303.480000 sec): 3 clusters
  Score: Raw -332614.195521 + Penalty 2707.138872 = -329907.056649
  nChanged 111
		SP:Iteration 6Q (125303.650000 sec): 3 clusters
  Score: Raw -332670.466840 + Penalty 2707.138872 = -329963.327968
  nChanged 110
		SP:Iteration 7Q (125303.820000 sec): 3 clusters
  Score: Raw -332722.735276 + Penalty 2707.138872 = -330015.596404
  nChanged 99
		SP:Iteration 8Q (125304.000000 sec): 3 clusters
  Score: Raw -332772.558724 + Penalty 2707.138872 = -330065.419853
  nChanged 94
		SP:Iteration 9Q (125304.180000 sec): 3 clusters
  Score: Raw -332817.131399 + Penalty 2707.138872 = -330109.992527
  nChanged 98
		SP:Iteration 10Q (125304.350000 sec): 3 clusters
  Score: Raw -332864.485602 + Penalty 2707.138872 = -330157.346730
  nChanged 95
		SP:Iteration 11Q (125304.530000 sec): 3 clusters
  Score: Raw -332914.626359 + Penalty 2707.138872 = -330207.487488
  nChanged 95
		SP:Iteration 12Q (125304.700000 sec): 3 clusters
  Score: Raw -332966.295297 + Penalty 2707.138872 = -330259.156425
  nChanged 102
		SP:Iteration 13Q (125304.880000 sec): 3 clusters
  Score: Raw -333021.853249 + Penalty 2707.138872 = -330314.714377
  nChanged 107
		SP:Iteration 14Q (125305.060000 sec): 3 clusters
  Score: Raw -333085.244573 + Penalty 2707.138872 = -330378.105701
  nChanged 116
		SP:Iteration 15Q (125305.230000 sec): 3 clusters
  Score: Raw -333163.221820 + Penalty 2707.138872 = -330456.082948
  nChanged 135
		SP:Iteration 16Q (125305.410000 sec): 3 clusters
  Score: Raw -333251.964185 + Penalty 2707.138872 = -330544.825313
  nChanged 133
		SP:Iteration 17Q (125305.580000 sec): 3 clusters
  Score: Raw -333341.455705 + Penalty 2707.138872 = -330634.316833
  nChanged 108
		SP:Iteration 18Q (125305.760000 sec): 3 clusters
  Score: Raw -333412.334044 + Penalty 2707.138872 = -330705.195172
  nChanged 88
		SP:Iteration 19Q (125305.940000 sec): 3 clusters
  Score: Raw -333465.048780 + Penalty 2707.138872 = -330757.909908
  nChanged 86
		SP:Iteration 20F (125306.110000 sec): 3 clusters
  Score: Raw -333516.846315 + Penalty 2707.138872 = -330809.707443
  nChanged 75
		SP:Iteration 21Q (125306.290000 sec): 3 clusters
  Score: Raw -333562.421181 + Penalty 2707.138872 = -330855.282309
  nChanged 61
		SP:Iteration 22Q (125306.460000 sec): 3 clusters
  Score: Raw -333590.989204 + Penalty 2707.138872 = -330883.850332
  nChanged 51
		SP:Iteration 23Q (125306.640000 sec): 3 clusters
  Score: Raw -333611.089313 + Penalty 2707.138872 = -330903.950441
  nChanged 40
		SP:Iteration 24Q (125306.810000 sec): 3 clusters
  Score: Raw -333623.251083 + Penalty 2707.138872 = -330916.112211
  nChanged 23
		SP:Iteration 25Q (125306.990000 sec): 3 clusters
  Score: Raw -333634.384543 + Penalty 2707.138872 = -330927.245671
  nChanged 19
		SP:Iteration 26Q (125307.160000 sec): 3 clusters
  Score: Raw -333641.463497 + Penalty 2707.138872 = -330934.324625
  nChanged 18
		SP:Iteration 27Q (125307.340000 sec): 3 clusters
  Score: Raw -333647.733310 + Penalty 2707.138872 = -330940.594438
  nChanged 10
		SP:Iteration 28Q (125307.510000 sec): 3 clusters
  Score: Raw -333650.325848 + Penalty 2707.138872 = -330943.186976
  nChanged 6
		SP:Iteration 29Q (125307.700000 sec): 3 clusters
  Score: Raw -333652.166557 + Penalty 2707.138872 = -330945.027685
  nChanged 7
		SP:Iteration 30Q (125307.860000 sec): 3 clusters
  Score: Raw -333654.085970 + Penalty 2707.138872 = -330946.947098
  nChanged 7
		SP:Iteration 31Q (125308.030000 sec): 3 clusters
  Score: Raw -333655.212037 + Penalty 2707.138872 = -330948.073165
  nChanged 2
		SP:Iteration 32Q (125308.200000 sec): 3 clusters
  Score: Raw -333655.658415 + Penalty 2707.138872 = -330948.519543
  nChanged 3
		SP:Iteration 33Q (125308.380000 sec): 3 clusters
  Score: Raw -333656.023256 + Penalty 2707.138872 = -330948.884384
  nChanged 1
		SP:Iteration 34Q (125308.550000 sec): 3 clusters
  Score: Raw -333656.599809 + Penalty 2707.138872 = -330949.460937
  nChanged 3
		SP:Iteration 35Q (125308.720000 sec): 3 clusters
  Score: Raw -333657.680098 + Penalty 2707.138872 = -330950.541226
  nChanged 6
		SP:Iteration 36Q (125308.900000 sec): 3 clusters
  Score: Raw -333659.402700 + Penalty 2707.138872 = -330952.263829
  nChanged 6
		SP:Iteration 37Q (125309.070000 sec): 3 clusters
  Score: Raw -333661.248621 + Penalty 2707.138872 = -330954.109749
  nChanged 4
		SP:Iteration 38Q (125309.240000 sec): 3 clusters
  Score: Raw -333661.771349 + Penalty 2707.138872 = -330954.632477
  nChanged 0
		SP:Iteration 39F (125309.420000 sec): 3 clusters
  Score: Raw -333661.771349 + Penalty 2707.138872 = -330954.632477
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 37 (157917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125310.280000 sec): 2 clusters
  Score: Raw -13551991.200365 + Penalty 1945.096539 = -13550046.103826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125311.410000 sec): 3 clusters
  Score: Raw -13448095.137177 + Penalty 3890.193079 = -13444204.944098
  nChanged 76382
		SP:Iteration 1F (125312.590000 sec): 3 clusters
  Score: Raw -13493129.857600 + Penalty 3890.193079 = -13489239.664521
  nChanged 5404
		SP:Iteration 2Q (125313.880000 sec): 3 clusters
  Score: Raw -13494816.273954 + Penalty 3890.193079 = -13490926.080875
  nChanged 6973
		SP:Iteration 3Q (125315.180000 sec): 3 clusters
  Score: Raw -13497869.903554 + Penalty 3890.193079 = -13493979.710475
  nChanged 9639
		SP:Iteration 4F (125316.260000 sec): 3 clusters
  Score: Raw -13503638.257118 + Penalty 3890.193079 = -13499748.064039
  nChanged 12513
		SP:Iteration 5F (125317.340000 sec): 3 clusters
  Score: Raw -13513252.808760 + Penalty 3890.193079 = -13509362.615681
  nChanged 13804
		SP:Iteration 6F (125318.530000 sec): 3 clusters
  Score: Raw -13525490.457489 + Penalty 3890.193079 = -13521600.264410
  nChanged 12047
		SP:Iteration 7F (125319.630000 sec): 3 clusters
  Score: Raw -13536711.505576 + Penalty 3890.193079 = -13532821.312498
  nChanged 8436
		SP:Iteration 8F (125320.710000 sec): 3 clusters
  Score: Raw -13544618.970284 + Penalty 3890.193079 = -13540728.777205
  nChanged 4790
		SP:Iteration 9Q (125321.960000 sec): 3 clusters
  Score: Raw -13548978.610736 + Penalty 3890.193079 = -13545088.417657
  nChanged 2219
		SP:Iteration 10Q (125323.150000 sec): 3 clusters
  Score: Raw -13550944.360709 + Penalty 3890.193079 = -13547054.167630
  nChanged 887
		SP:Iteration 11Q (125324.420000 sec): 3 clusters
  Score: Raw -13551722.557892 + Penalty 3890.193079 = -13547832.364813
  nChanged 294
		SP:Iteration 12Q (125325.690000 sec): 3 clusters
  Score: Raw -13551996.544994 + Penalty 3890.193079 = -13548106.351915
  nChanged 112
		SP:Iteration 13Q (125326.960000 sec): 3 clusters
  Score: Raw -13552098.897434 + Penalty 3890.193079 = -13548208.704355
  nChanged 48
		SP:Iteration 14Q (125328.220000 sec): 3 clusters
  Score: Raw -13552142.649576 + Penalty 3890.193079 = -13548252.456497
  nChanged 33
		SP:Iteration 15Q (125329.370000 sec): 3 clusters
  Score: Raw -13552169.674446 + Penalty 3890.193079 = -13548279.481368
  nChanged 22
		SP:Iteration 16Q (125330.630000 sec): 3 clusters
  Score: Raw -13552190.712799 + Penalty 3890.193079 = -13548300.519720
  nChanged 14
		SP:Iteration 17Q (125331.890000 sec): 3 clusters
  Score: Raw -13552207.666224 + Penalty 3890.193079 = -13548317.473145
  nChanged 14
		SP:Iteration 18Q (125333.090000 sec): 3 clusters
  Score: Raw -13552219.163449 + Penalty 3890.193079 = -13548328.970370
  nChanged 10
		SP:Iteration 19Q (125334.340000 sec): 3 clusters
  Score: Raw -13552229.994378 + Penalty 3890.193079 = -13548339.801299
  nChanged 7
		SP:Iteration 20F (125335.530000 sec): 3 clusters
  Score: Raw -13552238.816095 + Penalty 3890.193079 = -13548348.623016
  nChanged 8
		SP:Iteration 21Q (125336.730000 sec): 3 clusters
  Score: Raw -13552244.989672 + Penalty 3890.193079 = -13548354.796594
  nChanged 2
		SP:Iteration 22Q (125337.970000 sec): 3 clusters
  Score: Raw -13552248.179135 + Penalty 3890.193079 = -13548357.986056
  nChanged 7
		SP:Iteration 23Q (125339.190000 sec): 3 clusters
  Score: Raw -13552255.112326 + Penalty 3890.193079 = -13548364.919247
  nChanged 5
		SP:Iteration 24Q (125340.420000 sec): 3 clusters
  Score: Raw -13552259.253813 + Penalty 3890.193079 = -13548369.060734
  nChanged 5
		SP:Iteration 25Q (125341.670000 sec): 3 clusters
  Score: Raw -13552262.492081 + Penalty 3890.193079 = -13548372.299002
  nChanged 3
		SP:Iteration 26Q (125342.880000 sec): 3 clusters
  Score: Raw -13552264.993931 + Penalty 3890.193079 = -13548374.800852
  nChanged 3
		SP:Iteration 27Q (125344.100000 sec): 3 clusters
  Score: Raw -13552269.867831 + Penalty 3890.193079 = -13548379.674752
  nChanged 7
		SP:Iteration 28Q (125345.360000 sec): 3 clusters
  Score: Raw -13552277.289792 + Penalty 3890.193079 = -13548387.096714
  nChanged 7
		SP:Iteration 29Q (125346.620000 sec): 3 clusters
  Score: Raw -13552285.330559 + Penalty 3890.193079 = -13548395.137480
  nChanged 2
		SP:Iteration 30Q (125347.870000 sec): 3 clusters
  Score: Raw -13552287.928820 + Penalty 3890.193079 = -13548397.735741
  nChanged 1
		SP:Iteration 31Q (125349.100000 sec): 3 clusters
  Score: Raw -13552288.824047 + Penalty 3890.193079 = -13548398.630968
  nChanged 1
		SP:Iteration 32Q (125350.320000 sec): 3 clusters
  Score: Raw -13552289.893422 + Penalty 3890.193079 = -13548399.700344
  nChanged 1
		SP:Iteration 33Q (125351.500000 sec): 3 clusters
  Score: Raw -13552290.375808 + Penalty 3890.193079 = -13548400.182730
  nChanged 0
		SP:Iteration 34F (125352.630000 sec): 3 clusters
  Score: Raw -13552290.375808 + Penalty 3890.193079 = -13548400.182730
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 38 (10297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125352.790000 sec): 2 clusters
  Score: Raw -833258.287401 + Penalty 1501.436279 = -831756.851122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125353.000000 sec): 3 clusters
  Score: Raw -827347.475507 + Penalty 3002.872558 = -824344.602950
  nChanged 4476
		SP:Iteration 1F (125353.210000 sec): 3 clusters
  Score: Raw -829752.814504 + Penalty 3002.872558 = -826749.941946
  nChanged 658
		SP:Iteration 2F (125353.360000 sec): 3 clusters
  Score: Raw -830040.384628 + Penalty 3002.872558 = -827037.512071
  nChanged 525
		SP:Iteration 3F (125353.580000 sec): 3 clusters
  Score: Raw -830246.400978 + Penalty 3002.872558 = -827243.528420
  nChanged 440
		SP:Iteration 4Q (125353.810000 sec): 3 clusters
  Score: Raw -830420.858283 + Penalty 3002.872558 = -827417.985725
  nChanged 397
		SP:Iteration 5Q (125353.990000 sec): 3 clusters
  Score: Raw -830568.235779 + Penalty 3002.872558 = -827565.363222
  nChanged 373
		SP:Iteration 6Q (125354.160000 sec): 3 clusters
  Score: Raw -830711.601522 + Penalty 3002.872558 = -827708.728965
  nChanged 328
		SP:Iteration 7Q (125354.320000 sec): 3 clusters
  Score: Raw -830858.503518 + Penalty 3002.872558 = -827855.630961
  nChanged 353
		SP:Iteration 8Q (125354.510000 sec): 3 clusters
  Score: Raw -831003.658693 + Penalty 3002.872558 = -828000.786135
  nChanged 333
		SP:Iteration 9Q (125354.700000 sec): 3 clusters
  Score: Raw -831144.076802 + Penalty 3002.872558 = -828141.204244
  nChanged 324
		SP:Iteration 10Q (125354.910000 sec): 3 clusters
  Score: Raw -831269.871022 + Penalty 3002.872558 = -828266.998464
  nChanged 317
		SP:Iteration 11Q (125355.070000 sec): 3 clusters
  Score: Raw -831397.153709 + Penalty 3002.872558 = -828394.281151
  nChanged 285
		SP:Iteration 12Q (125355.300000 sec): 3 clusters
  Score: Raw -831518.418420 + Penalty 3002.872558 = -828515.545862
  nChanged 268
		SP:Iteration 13Q (125355.500000 sec): 3 clusters
  Score: Raw -831630.196544 + Penalty 3002.872558 = -828627.323986
  nChanged 243
		SP:Iteration 14Q (125355.720000 sec): 3 clusters
  Score: Raw -831722.467213 + Penalty 3002.872558 = -828719.594655
  nChanged 226
		SP:Iteration 15Q (125355.950000 sec): 3 clusters
  Score: Raw -831799.519676 + Penalty 3002.872558 = -828796.647119
  nChanged 188
		SP:Iteration 16Q (125356.130000 sec): 3 clusters
  Score: Raw -831861.482441 + Penalty 3002.872558 = -828858.609883
  nChanged 157
		SP:Iteration 17Q (125356.340000 sec): 3 clusters
  Score: Raw -831923.180273 + Penalty 3002.872558 = -828920.307716
  nChanged 168
		SP:Iteration 18Q (125356.550000 sec): 3 clusters
  Score: Raw -831976.972863 + Penalty 3002.872558 = -828974.100306
  nChanged 151
		SP:Iteration 19Q (125356.750000 sec): 3 clusters
  Score: Raw -832028.532363 + Penalty 3002.872558 = -829025.659805
  nChanged 157
		SP:Iteration 20F (125356.930000 sec): 3 clusters
  Score: Raw -832080.747488 + Penalty 3002.872558 = -829077.874930
  nChanged 158
		SP:Iteration 21Q (125357.090000 sec): 3 clusters
  Score: Raw -832131.498056 + Penalty 3002.872558 = -829128.625498
  nChanged 137
		SP:Iteration 22Q (125357.280000 sec): 3 clusters
  Score: Raw -832172.739092 + Penalty 3002.872558 = -829169.866535
  nChanged 119
		SP:Iteration 23Q (125357.460000 sec): 3 clusters
  Score: Raw -832210.891382 + Penalty 3002.872558 = -829208.018824
  nChanged 130
		SP:Iteration 24Q (125357.630000 sec): 3 clusters
  Score: Raw -832251.567764 + Penalty 3002.872558 = -829248.695207
  nChanged 134
		SP:Iteration 25Q (125357.830000 sec): 3 clusters
  Score: Raw -832290.846395 + Penalty 3002.872558 = -829287.973838
  nChanged 108
		SP:Iteration 26Q (125357.970000 sec): 3 clusters
  Score: Raw -832318.728249 + Penalty 3002.872558 = -829315.855692
  nChanged 87
		SP:Iteration 27Q (125358.160000 sec): 3 clusters
  Score: Raw -832338.554554 + Penalty 3002.872558 = -829335.681996
  nChanged 66
		SP:Iteration 28Q (125358.330000 sec): 3 clusters
  Score: Raw -832352.508905 + Penalty 3002.872558 = -829349.636347
  nChanged 63
		SP:Iteration 29Q (125358.500000 sec): 3 clusters
  Score: Raw -832366.966901 + Penalty 3002.872558 = -829364.094343
  nChanged 64
		SP:Iteration 30Q (125358.670000 sec): 3 clusters
  Score: Raw -832384.308967 + Penalty 3002.872558 = -829381.436409
  nChanged 61
		SP:Iteration 31Q (125358.880000 sec): 3 clusters
  Score: Raw -832395.528002 + Penalty 3002.872558 = -829392.655445
  nChanged 49
		SP:Iteration 32Q (125359.080000 sec): 3 clusters
  Score: Raw -832403.762092 + Penalty 3002.872558 = -829400.889534
  nChanged 53
		SP:Iteration 33Q (125359.300000 sec): 3 clusters
  Score: Raw -832413.655982 + Penalty 3002.872558 = -829410.783424
  nChanged 41
		SP:Iteration 34Q (125359.510000 sec): 3 clusters
  Score: Raw -832420.894063 + Penalty 3002.872558 = -829418.021506
  nChanged 36
		SP:Iteration 35Q (125359.710000 sec): 3 clusters
  Score: Raw -832428.365383 + Penalty 3002.872558 = -829425.492825
  nChanged 36
		SP:Iteration 36Q (125359.880000 sec): 3 clusters
  Score: Raw -832436.075992 + Penalty 3002.872558 = -829433.203434
  nChanged 35
		SP:Iteration 37Q (125360.090000 sec): 3 clusters
  Score: Raw -832443.485756 + Penalty 3002.872558 = -829440.613198
  nChanged 39
		SP:Iteration 38Q (125360.220000 sec): 3 clusters
  Score: Raw -832452.621694 + Penalty 3002.872558 = -829449.749137
  nChanged 43
		SP:Iteration 39Q (125360.440000 sec): 3 clusters
  Score: Raw -832460.591997 + Penalty 3002.872558 = -829457.719440
  nChanged 36
		SP:Iteration 40F (125360.690000 sec): 3 clusters
  Score: Raw -832466.179133 + Penalty 3002.872558 = -829463.306575
  nChanged 32
		SP:Iteration 41Q (125360.900000 sec): 3 clusters
  Score: Raw -832471.999335 + Penalty 3002.872558 = -829469.126778
  nChanged 32
		SP:Iteration 42Q (125361.040000 sec): 3 clusters
  Score: Raw -832477.090543 + Penalty 3002.872558 = -829474.217986
  nChanged 27
		SP:Iteration 43Q (125361.220000 sec): 3 clusters
  Score: Raw -832482.944253 + Penalty 3002.872558 = -829480.071695
  nChanged 47
		SP:Iteration 44Q (125361.430000 sec): 3 clusters
  Score: Raw -832492.282708 + Penalty 3002.872558 = -829489.410150
  nChanged 42
		SP:Iteration 45Q (125361.610000 sec): 3 clusters
  Score: Raw -832501.034738 + Penalty 3002.872558 = -829498.162180
  nChanged 45
		SP:Iteration 46Q (125361.800000 sec): 3 clusters
  Score: Raw -832511.267830 + Penalty 3002.872558 = -829508.395272
  nChanged 46
		SP:Iteration 47Q (125362.070000 sec): 3 clusters
  Score: Raw -832520.649741 + Penalty 3002.872558 = -829517.777184
  nChanged 44
		SP:Iteration 48Q (125362.280000 sec): 3 clusters
  Score: Raw -832530.062974 + Penalty 3002.872558 = -829527.190416
  nChanged 45
		SP:Iteration 49Q (125362.470000 sec): 3 clusters
  Score: Raw -832538.478669 + Penalty 3002.872558 = -829535.606112
  nChanged 46
		SP:Iteration 50Q (125362.690000 sec): 3 clusters
  Score: Raw -832546.678739 + Penalty 3002.872558 = -829543.806182
  nChanged 35
		SP:Iteration 51Q (125362.910000 sec): 3 clusters
  Score: Raw -832553.123732 + Penalty 3002.872558 = -829550.251174
  nChanged 34
		SP:Iteration 52Q (125363.190000 sec): 3 clusters
  Score: Raw -832559.711081 + Penalty 3002.872558 = -829556.838523
  nChanged 33
		SP:Iteration 53Q (125363.350000 sec): 3 clusters
  Score: Raw -832566.074140 + Penalty 3002.872558 = -829563.201582
  nChanged 44
		SP:Iteration 54Q (125363.550000 sec): 3 clusters
  Score: Raw -832575.855013 + Penalty 3002.872558 = -829572.982455
  nChanged 43
		SP:Iteration 55Q (125363.670000 sec): 3 clusters
  Score: Raw -832585.558700 + Penalty 3002.872558 = -829582.686143
  nChanged 41
		SP:Iteration 56Q (125363.910000 sec): 3 clusters
  Score: Raw -832593.284456 + Penalty 3002.872558 = -829590.411898
  nChanged 41
		SP:Iteration 57Q (125364.080000 sec): 3 clusters
  Score: Raw -832601.784047 + Penalty 3002.872558 = -829598.911490
  nChanged 41
		SP:Iteration 58Q (125364.360000 sec): 3 clusters
  Score: Raw -832611.068564 + Penalty 3002.872558 = -829608.196006
  nChanged 52
		SP:Iteration 59Q (125364.530000 sec): 3 clusters
  Score: Raw -832621.429373 + Penalty 3002.872558 = -829618.556816
  nChanged 46
		SP:Iteration 60F (125364.750000 sec): 3 clusters
  Score: Raw -832629.907964 + Penalty 3002.872558 = -829627.035406
  nChanged 41
		SP:Iteration 61Q (125364.970000 sec): 3 clusters
  Score: Raw -832637.510340 + Penalty 3002.872558 = -829634.637782
  nChanged 39
		SP:Iteration 62Q (125365.180000 sec): 3 clusters
  Score: Raw -832647.217276 + Penalty 3002.872558 = -829644.344719
  nChanged 49
		SP:Iteration 63Q (125365.410000 sec): 3 clusters
  Score: Raw -832659.542378 + Penalty 3002.872558 = -829656.669820
  nChanged 56
		SP:Iteration 64Q (125365.620000 sec): 3 clusters
  Score: Raw -832672.544840 + Penalty 3002.872558 = -829669.672282
  nChanged 68
		SP:Iteration 65Q (125365.830000 sec): 3 clusters
  Score: Raw -832688.763167 + Penalty 3002.872558 = -829685.890610
  nChanged 66
		SP:Iteration 66Q (125366.050000 sec): 3 clusters
  Score: Raw -832704.943465 + Penalty 3002.872558 = -829702.070907
  nChanged 76
		SP:Iteration 67Q (125366.270000 sec): 3 clusters
  Score: Raw -832723.449339 + Penalty 3002.872558 = -829720.576781
  nChanged 61
		SP:Iteration 68Q (125366.480000 sec): 3 clusters
  Score: Raw -832739.897063 + Penalty 3002.872558 = -829737.024506
  nChanged 56
		SP:Iteration 69Q (125366.700000 sec): 3 clusters
  Score: Raw -832753.570420 + Penalty 3002.872558 = -829750.697863
  nChanged 66
		SP:Iteration 70Q (125366.900000 sec): 3 clusters
  Score: Raw -832769.813308 + Penalty 3002.872558 = -829766.940750
  nChanged 54
		SP:Iteration 71Q (125367.120000 sec): 3 clusters
  Score: Raw -832785.163096 + Penalty 3002.872558 = -829782.290539
  nChanged 76
		SP:Iteration 72Q (125367.330000 sec): 3 clusters
  Score: Raw -832814.289338 + Penalty 3002.872558 = -829811.416781
  nChanged 100
		SP:Iteration 73Q (125367.550000 sec): 3 clusters
  Score: Raw -832852.271481 + Penalty 3002.872558 = -829849.398924
  nChanged 75
		SP:Iteration 74Q (125367.770000 sec): 3 clusters
  Score: Raw -832882.041077 + Penalty 3002.872558 = -829879.168520
  nChanged 90
		SP:Iteration 75Q (125367.990000 sec): 3 clusters
  Score: Raw -832919.039450 + Penalty 3002.872558 = -829916.166892
  nChanged 105
		SP:Iteration 76Q (125368.200000 sec): 3 clusters
  Score: Raw -832968.732337 + Penalty 3002.872558 = -829965.859779
  nChanged 98
		SP:Iteration 77Q (125368.410000 sec): 3 clusters
  Score: Raw -833008.590727 + Penalty 3002.872558 = -830005.718169
  nChanged 89
		SP:Iteration 78Q (125368.620000 sec): 3 clusters
  Score: Raw -833046.620259 + Penalty 3002.872558 = -830043.747701
  nChanged 74
		SP:Iteration 79Q (125368.820000 sec): 3 clusters
  Score: Raw -833087.220284 + Penalty 3002.872558 = -830084.347726
  nChanged 88
		SP:Iteration 80F (125369.090000 sec): 3 clusters
  Score: Raw -833134.267462 + Penalty 3002.872558 = -830131.394904
  nChanged 85
		SP:Iteration 81Q (125369.310000 sec): 3 clusters
  Score: Raw -833178.521251 + Penalty 3002.872558 = -830175.648693
  nChanged 64
		SP:Iteration 82Q (125369.510000 sec): 3 clusters
  Score: Raw -833210.618923 + Penalty 3002.872558 = -830207.746366
  nChanged 61
		SP:Iteration 83Q (125369.710000 sec): 3 clusters
  Score: Raw -833239.136338 + Penalty 3002.872558 = -830236.263781
  nChanged 56
		SP:Iteration 84Q (125369.930000 sec): 3 clusters
  Score: Raw -833264.109104 + Penalty 3002.872558 = -830261.236547
  nChanged 40
		SP:Iteration 85Q (125370.150000 sec): 3 clusters
  Score: Raw -833279.600350 + Penalty 3002.872558 = -830276.727792
  nChanged 30
		SP:Iteration 86Q (125370.360000 sec): 3 clusters
  Score: Raw -833290.127661 + Penalty 3002.872558 = -830287.255104
  nChanged 30
		SP:Iteration 87Q (125370.580000 sec): 3 clusters
  Score: Raw -833302.836663 + Penalty 3002.872558 = -830299.964105
  nChanged 31
		SP:Iteration 88Q (125370.800000 sec): 3 clusters
  Score: Raw -833315.821691 + Penalty 3002.872558 = -830312.949133
  nChanged 28
		SP:Iteration 89Q (125371.010000 sec): 3 clusters
  Score: Raw -833327.264715 + Penalty 3002.872558 = -830324.392157
  nChanged 32
		SP:Iteration 90Q (125371.230000 sec): 3 clusters
  Score: Raw -833339.090154 + Penalty 3002.872558 = -830336.217597
  nChanged 24
		SP:Iteration 91Q (125371.470000 sec): 3 clusters
  Score: Raw -833350.475460 + Penalty 3002.872558 = -830347.602902
  nChanged 29
		SP:Iteration 92Q (125371.650000 sec): 3 clusters
  Score: Raw -833366.406455 + Penalty 3002.872558 = -830363.533898
  nChanged 20
		SP:Iteration 93Q (125371.870000 sec): 3 clusters
  Score: Raw -833376.346773 + Penalty 3002.872558 = -830373.474215
  nChanged 21
		SP:Iteration 94Q (125372.100000 sec): 3 clusters
  Score: Raw -833386.115542 + Penalty 3002.872558 = -830383.242984
  nChanged 19
		SP:Iteration 95Q (125372.320000 sec): 3 clusters
  Score: Raw -833394.110445 + Penalty 3002.872558 = -830391.237887
  nChanged 14
		SP:Iteration 96Q (125372.580000 sec): 3 clusters
  Score: Raw -833400.147740 + Penalty 3002.872558 = -830397.275182
  nChanged 14
		SP:Iteration 97Q (125372.800000 sec): 3 clusters
  Score: Raw -833407.571193 + Penalty 3002.872558 = -830404.698635
  nChanged 15
		SP:Iteration 98Q (125373.010000 sec): 3 clusters
  Score: Raw -833412.848496 + Penalty 3002.872558 = -830409.975938
  nChanged 8
		SP:Iteration 99Q (125373.230000 sec): 3 clusters
  Score: Raw -833415.472802 + Penalty 3002.872558 = -830412.600244
  nChanged 7
		SP:Iteration 100F (125373.430000 sec): 3 clusters
  Score: Raw -833418.068466 + Penalty 3002.872558 = -830415.195908
  nChanged 5
		SP:Iteration 101Q (125373.630000 sec): 3 clusters
  Score: Raw -833420.648362 + Penalty 3002.872558 = -830417.775805
  nChanged 4
		SP:Iteration 102Q (125373.840000 sec): 3 clusters
  Score: Raw -833422.497778 + Penalty 3002.872558 = -830419.625220
  nChanged 5
		SP:Iteration 103Q (125374.100000 sec): 3 clusters
  Score: Raw -833424.829649 + Penalty 3002.872558 = -830421.957091
  nChanged 3
		SP:Iteration 104Q (125374.310000 sec): 3 clusters
  Score: Raw -833426.799743 + Penalty 3002.872558 = -830423.927185
  nChanged 4
		SP:Iteration 105Q (125374.530000 sec): 3 clusters
  Score: Raw -833428.914081 + Penalty 3002.872558 = -830426.041523
  nChanged 6
		SP:Iteration 106Q (125374.750000 sec): 3 clusters
  Score: Raw -833430.907763 + Penalty 3002.872558 = -830428.035205
  nChanged 8
		SP:Iteration 107Q (125374.970000 sec): 3 clusters
  Score: Raw -833434.647296 + Penalty 3002.872558 = -830431.774739
  nChanged 7
		SP:Iteration 108Q (125375.190000 sec): 3 clusters
  Score: Raw -833436.792166 + Penalty 3002.872558 = -830433.919609
  nChanged 8
		SP:Iteration 109Q (125375.410000 sec): 3 clusters
  Score: Raw -833439.588591 + Penalty 3002.872558 = -830436.716033
  nChanged 2
		SP:Iteration 110Q (125375.620000 sec): 3 clusters
  Score: Raw -833440.554788 + Penalty 3002.872558 = -830437.682230
  nChanged 3
		SP:Iteration 111Q (125375.850000 sec): 3 clusters
  Score: Raw -833441.693233 + Penalty 3002.872558 = -830438.820675
  nChanged 4
		SP:Iteration 112Q (125376.040000 sec): 3 clusters
  Score: Raw -833443.225432 + Penalty 3002.872558 = -830440.352874
  nChanged 2
		SP:Iteration 113Q (125376.250000 sec): 3 clusters
  Score: Raw -833443.709026 + Penalty 3002.872558 = -830440.836468
  nChanged 3
		SP:Iteration 114Q (125376.460000 sec): 3 clusters
  Score: Raw -833444.517696 + Penalty 3002.872558 = -830441.645139
  nChanged 2
		SP:Iteration 115Q (125376.640000 sec): 3 clusters
  Score: Raw -833445.463199 + Penalty 3002.872558 = -830442.590641
  nChanged 5
		SP:Iteration 116Q (125376.810000 sec): 3 clusters
  Score: Raw -833446.566412 + Penalty 3002.872558 = -830443.693855
  nChanged 2
		SP:Iteration 117Q (125377.020000 sec): 3 clusters
  Score: Raw -833447.014744 + Penalty 3002.872558 = -830444.142186
  nChanged 1
		SP:Iteration 118Q (125377.220000 sec): 3 clusters
  Score: Raw -833447.962821 + Penalty 3002.872558 = -830445.090264
  nChanged 3
		SP:Iteration 119Q (125377.370000 sec): 3 clusters
  Score: Raw -833448.426888 + Penalty 3002.872558 = -830445.554330
  nChanged 0
		SP:Iteration 120F (125377.540000 sec): 3 clusters
  Score: Raw -833448.426888 + Penalty 3002.872558 = -830445.554330
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 39 (3447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125377.620000 sec): 2 clusters
  Score: Raw -297151.009143 + Penalty 1323.604680 = -295827.404464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125377.780000 sec): 3 clusters
  Score: Raw -295468.210220 + Penalty 2647.209359 = -292821.000861
  nChanged 1299
		SP:Iteration 1F (125377.940000 sec): 3 clusters
  Score: Raw -296197.441113 + Penalty 2647.209359 = -293550.231753
  nChanged 267
		SP:Iteration 2F (125378.100000 sec): 3 clusters
  Score: Raw -296369.667097 + Penalty 2647.209359 = -293722.457738
  nChanged 218
		SP:Iteration 3F (125378.260000 sec): 3 clusters
  Score: Raw -296510.543301 + Penalty 2647.209359 = -293863.333941
  nChanged 178
		SP:Iteration 4F (125378.420000 sec): 3 clusters
  Score: Raw -296633.652249 + Penalty 2647.209359 = -293986.442890
  nChanged 157
		SP:Iteration 5Q (125378.580000 sec): 3 clusters
  Score: Raw -296729.338648 + Penalty 2647.209359 = -294082.129289
  nChanged 138
		SP:Iteration 6Q (125378.740000 sec): 3 clusters
  Score: Raw -296812.463050 + Penalty 2647.209359 = -294165.253691
  nChanged 123
		SP:Iteration 7Q (125378.900000 sec): 3 clusters
  Score: Raw -296877.669295 + Penalty 2647.209359 = -294230.459935
  nChanged 94
		SP:Iteration 8Q (125379.060000 sec): 3 clusters
  Score: Raw -296931.367904 + Penalty 2647.209359 = -294284.158545
  nChanged 83
		SP:Iteration 9Q (125379.220000 sec): 3 clusters
  Score: Raw -296968.999550 + Penalty 2647.209359 = -294321.790191
  nChanged 68
		SP:Iteration 10Q (125379.380000 sec): 3 clusters
  Score: Raw -297006.022972 + Penalty 2647.209359 = -294358.813613
  nChanged 69
		SP:Iteration 11Q (125379.540000 sec): 3 clusters
  Score: Raw -297040.366825 + Penalty 2647.209359 = -294393.157465
  nChanged 46
		SP:Iteration 12Q (125379.700000 sec): 3 clusters
  Score: Raw -297060.059666 + Penalty 2647.209359 = -294412.850307
  nChanged 32
		SP:Iteration 13Q (125379.860000 sec): 3 clusters
  Score: Raw -297072.362197 + Penalty 2647.209359 = -294425.152838
  nChanged 24
		SP:Iteration 14Q (125380.020000 sec): 3 clusters
  Score: Raw -297081.372793 + Penalty 2647.209359 = -294434.163434
  nChanged 13
		SP:Iteration 15Q (125380.180000 sec): 3 clusters
  Score: Raw -297085.987473 + Penalty 2647.209359 = -294438.778113
  nChanged 16
		SP:Iteration 16Q (125380.340000 sec): 3 clusters
  Score: Raw -297093.662931 + Penalty 2647.209359 = -294446.453572
  nChanged 13
		SP:Iteration 17Q (125380.500000 sec): 3 clusters
  Score: Raw -297098.483604 + Penalty 2647.209359 = -294451.274245
  nChanged 13
		SP:Iteration 18Q (125380.660000 sec): 3 clusters
  Score: Raw -297102.709183 + Penalty 2647.209359 = -294455.499823
  nChanged 13
		SP:Iteration 19Q (125380.820000 sec): 3 clusters
  Score: Raw -297108.495787 + Penalty 2647.209359 = -294461.286428
  nChanged 16
		SP:Iteration 20F (125381.000000 sec): 3 clusters
  Score: Raw -297118.124366 + Penalty 2647.209359 = -294470.915007
  nChanged 17
		SP:Iteration 21Q (125381.160000 sec): 3 clusters
  Score: Raw -297127.594363 + Penalty 2647.209359 = -294480.385004
  nChanged 20
		SP:Iteration 22Q (125381.330000 sec): 3 clusters
  Score: Raw -297134.909030 + Penalty 2647.209359 = -294487.699671
  nChanged 17
		SP:Iteration 23Q (125381.500000 sec): 3 clusters
  Score: Raw -297142.351907 + Penalty 2647.209359 = -294495.142548
  nChanged 15
		SP:Iteration 24Q (125381.680000 sec): 3 clusters
  Score: Raw -297147.646905 + Penalty 2647.209359 = -294500.437546
  nChanged 11
		SP:Iteration 25Q (125381.860000 sec): 3 clusters
  Score: Raw -297151.122492 + Penalty 2647.209359 = -294503.913133
  nChanged 6
		SP:Iteration 26Q (125382.030000 sec): 3 clusters
  Score: Raw -297153.006538 + Penalty 2647.209359 = -294505.797179
  nChanged 6
		SP:Iteration 27Q (125382.210000 sec): 3 clusters
  Score: Raw -297155.255601 + Penalty 2647.209359 = -294508.046242
  nChanged 2
		SP:Iteration 28Q (125382.380000 sec): 3 clusters
  Score: Raw -297155.990480 + Penalty 2647.209359 = -294508.781121
  nChanged 0
		SP:Iteration 29F (125382.560000 sec): 3 clusters
  Score: Raw -297155.990480 + Penalty 2647.209359 = -294508.781121
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 40 (6535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125382.670000 sec): 2 clusters
  Score: Raw -545462.519846 + Penalty 1427.550739 = -544034.969107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125382.880000 sec): 3 clusters
  Score: Raw -541944.193521 + Penalty 2855.101478 = -539089.092042
  nChanged 2730
		SP:Iteration 1F (125383.080000 sec): 3 clusters
  Score: Raw -543413.284469 + Penalty 2855.101478 = -540558.182991
  nChanged 556
		SP:Iteration 2F (125383.230000 sec): 3 clusters
  Score: Raw -543818.903003 + Penalty 2855.101478 = -540963.801524
  nChanged 486
		SP:Iteration 3F (125383.380000 sec): 3 clusters
  Score: Raw -544247.627967 + Penalty 2855.101478 = -541392.526489
  nChanged 500
		SP:Iteration 4F (125383.530000 sec): 3 clusters
  Score: Raw -544689.443833 + Penalty 2855.101478 = -541834.342355
  nChanged 436
		SP:Iteration 5F (125383.680000 sec): 3 clusters
  Score: Raw -545068.259136 + Penalty 2855.101478 = -542213.157657
  nChanged 391
		SP:Iteration 6F (125383.830000 sec): 3 clusters
  Score: Raw -545336.360910 + Penalty 2855.101478 = -542481.259431
  nChanged 302
		SP:Iteration 7Q (125383.980000 sec): 3 clusters
  Score: Raw -545523.330639 + Penalty 2855.101478 = -542668.229160
  nChanged 226
		SP:Iteration 8Q (125384.170000 sec): 3 clusters
  Score: Raw -545642.628562 + Penalty 2855.101478 = -542787.527084
  nChanged 155
		SP:Iteration 9Q (125384.310000 sec): 3 clusters
  Score: Raw -545720.457341 + Penalty 2855.101478 = -542865.355863
  nChanged 124
		SP:Iteration 10Q (125384.460000 sec): 3 clusters
  Score: Raw -545779.173541 + Penalty 2855.101478 = -542924.072063
  nChanged 103
		SP:Iteration 11Q (125384.610000 sec): 3 clusters
  Score: Raw -545822.094108 + Penalty 2855.101478 = -542966.992630
  nChanged 79
		SP:Iteration 12Q (125384.780000 sec): 3 clusters
  Score: Raw -545857.008044 + Penalty 2855.101478 = -543001.906565
  nChanged 66
		SP:Iteration 13Q (125384.930000 sec): 3 clusters
  Score: Raw -545887.583922 + Penalty 2855.101478 = -543032.482443
  nChanged 53
		SP:Iteration 14Q (125385.110000 sec): 3 clusters
  Score: Raw -545905.575754 + Penalty 2855.101478 = -543050.474275
  nChanged 38
		SP:Iteration 15Q (125385.310000 sec): 3 clusters
  Score: Raw -545919.228236 + Penalty 2855.101478 = -543064.126758
  nChanged 39
		SP:Iteration 16Q (125385.470000 sec): 3 clusters
  Score: Raw -545930.154188 + Penalty 2855.101478 = -543075.052710
  nChanged 22
		SP:Iteration 17Q (125385.640000 sec): 3 clusters
  Score: Raw -545937.034490 + Penalty 2855.101478 = -543081.933012
  nChanged 19
		SP:Iteration 18Q (125385.790000 sec): 3 clusters
  Score: Raw -545942.679221 + Penalty 2855.101478 = -543087.577742
  nChanged 16
		SP:Iteration 19Q (125385.940000 sec): 3 clusters
  Score: Raw -545946.414104 + Penalty 2855.101478 = -543091.312625
  nChanged 14
		SP:Iteration 20F (125386.090000 sec): 3 clusters
  Score: Raw -545949.337711 + Penalty 2855.101478 = -543094.236232
  nChanged 11
		SP:Iteration 21Q (125386.290000 sec): 3 clusters
  Score: Raw -545952.224000 + Penalty 2855.101478 = -543097.122522
  nChanged 8
		SP:Iteration 22Q (125386.440000 sec): 3 clusters
  Score: Raw -545953.728856 + Penalty 2855.101478 = -543098.627378
  nChanged 3
		SP:Iteration 23Q (125386.610000 sec): 3 clusters
  Score: Raw -545954.223390 + Penalty 2855.101478 = -543099.121912
  nChanged 2
		SP:Iteration 24Q (125386.810000 sec): 3 clusters
  Score: Raw -545954.506795 + Penalty 2855.101478 = -543099.405317
  nChanged 1
		SP:Iteration 25Q (125386.960000 sec): 3 clusters
  Score: Raw -545954.675293 + Penalty 2855.101478 = -543099.573815
  nChanged 2
		SP:Iteration 26Q (125387.090000 sec): 3 clusters
  Score: Raw -545954.999187 + Penalty 2855.101478 = -543099.897708
  nChanged 1
		SP:Iteration 27Q (125387.270000 sec): 3 clusters
  Score: Raw -545955.237344 + Penalty 2855.101478 = -543100.135866
  nChanged 2
		SP:Iteration 28Q (125387.400000 sec): 3 clusters
  Score: Raw -545955.589811 + Penalty 2855.101478 = -543100.488332
  nChanged 1
		SP:Iteration 29Q (125387.580000 sec): 3 clusters
  Score: Raw -545955.644928 + Penalty 2855.101478 = -543100.543450
  nChanged 0
		SP:Iteration 30F (125387.720000 sec): 3 clusters
  Score: Raw -545955.644928 + Penalty 2855.101478 = -543100.543450
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 41 (9497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125387.840000 sec): 2 clusters
  Score: Raw -759635.480507 + Penalty 1488.293826 = -758147.186680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125388.060000 sec): 3 clusters
  Score: Raw -754363.182101 + Penalty 2976.587652 = -751386.594448
  nChanged 4023
		SP:Iteration 1F (125388.200000 sec): 3 clusters
  Score: Raw -756492.815466 + Penalty 2976.587652 = -753516.227814
  nChanged 538
		SP:Iteration 2F (125388.410000 sec): 3 clusters
  Score: Raw -756723.178186 + Penalty 2976.587652 = -753746.590534
  nChanged 449
		SP:Iteration 3Q (125388.580000 sec): 3 clusters
  Score: Raw -756913.123532 + Penalty 2976.587652 = -753936.535880
  nChanged 406
		SP:Iteration 4Q (125388.750000 sec): 3 clusters
  Score: Raw -757086.034326 + Penalty 2976.587652 = -754109.446673
  nChanged 355
		SP:Iteration 5Q (125388.930000 sec): 3 clusters
  Score: Raw -757242.261550 + Penalty 2976.587652 = -754265.673897
  nChanged 379
		SP:Iteration 6Q (125389.100000 sec): 3 clusters
  Score: Raw -757400.876680 + Penalty 2976.587652 = -754424.289028
  nChanged 366
		SP:Iteration 7Q (125389.270000 sec): 3 clusters
  Score: Raw -757568.923615 + Penalty 2976.587652 = -754592.335963
  nChanged 351
		SP:Iteration 8Q (125389.450000 sec): 3 clusters
  Score: Raw -757722.120983 + Penalty 2976.587652 = -754745.533330
  nChanged 354
		SP:Iteration 9Q (125389.620000 sec): 3 clusters
  Score: Raw -757856.580264 + Penalty 2976.587652 = -754879.992611
  nChanged 269
		SP:Iteration 10Q (125389.800000 sec): 3 clusters
  Score: Raw -757956.208509 + Penalty 2976.587652 = -754979.620856
  nChanged 242
		SP:Iteration 11Q (125389.980000 sec): 3 clusters
  Score: Raw -758047.897612 + Penalty 2976.587652 = -755071.309960
  nChanged 217
		SP:Iteration 12Q (125390.210000 sec): 3 clusters
  Score: Raw -758138.246511 + Penalty 2976.587652 = -755161.658859
  nChanged 233
		SP:Iteration 13Q (125390.400000 sec): 3 clusters
  Score: Raw -758227.754957 + Penalty 2976.587652 = -755251.167304
  nChanged 200
		SP:Iteration 14Q (125390.590000 sec): 3 clusters
  Score: Raw -758313.065120 + Penalty 2976.587652 = -755336.477468
  nChanged 210
		SP:Iteration 15Q (125390.760000 sec): 3 clusters
  Score: Raw -758408.895047 + Penalty 2976.587652 = -755432.307395
  nChanged 228
		SP:Iteration 16Q (125390.940000 sec): 3 clusters
  Score: Raw -758525.087746 + Penalty 2976.587652 = -755548.500093
  nChanged 225
		SP:Iteration 17Q (125391.120000 sec): 3 clusters
  Score: Raw -758645.326235 + Penalty 2976.587652 = -755668.738583
  nChanged 217
		SP:Iteration 18Q (125391.290000 sec): 3 clusters
  Score: Raw -758759.114556 + Penalty 2976.587652 = -755782.526904
  nChanged 198
		SP:Iteration 19Q (125391.470000 sec): 3 clusters
  Score: Raw -758861.922472 + Penalty 2976.587652 = -755885.334819
  nChanged 174
		SP:Iteration 20F (125391.690000 sec): 3 clusters
  Score: Raw -758940.647642 + Penalty 2976.587652 = -755964.059990
  nChanged 152
		SP:Iteration 21Q (125391.870000 sec): 3 clusters
  Score: Raw -759006.492050 + Penalty 2976.587652 = -756029.904398
  nChanged 144
		SP:Iteration 22Q (125392.050000 sec): 3 clusters
  Score: Raw -759065.266427 + Penalty 2976.587652 = -756088.678775
  nChanged 144
		SP:Iteration 23Q (125392.210000 sec): 3 clusters
  Score: Raw -759128.943504 + Penalty 2976.587652 = -756152.355851
  nChanged 119
		SP:Iteration 24Q (125392.380000 sec): 3 clusters
  Score: Raw -759173.460225 + Penalty 2976.587652 = -756196.872572
  nChanged 114
		SP:Iteration 25Q (125392.560000 sec): 3 clusters
  Score: Raw -759213.860554 + Penalty 2976.587652 = -756237.272901
  nChanged 94
		SP:Iteration 26Q (125392.760000 sec): 3 clusters
  Score: Raw -759247.217474 + Penalty 2976.587652 = -756270.629821
  nChanged 90
		SP:Iteration 27Q (125392.960000 sec): 3 clusters
  Score: Raw -759277.626015 + Penalty 2976.587652 = -756301.038363
  nChanged 97
		SP:Iteration 28Q (125393.120000 sec): 3 clusters
  Score: Raw -759312.146579 + Penalty 2976.587652 = -756335.558926
  nChanged 90
		SP:Iteration 29Q (125393.300000 sec): 3 clusters
  Score: Raw -759346.054587 + Penalty 2976.587652 = -756369.466934
  nChanged 79
		SP:Iteration 30Q (125393.480000 sec): 3 clusters
  Score: Raw -759374.091551 + Penalty 2976.587652 = -756397.503899
  nChanged 68
		SP:Iteration 31Q (125393.710000 sec): 3 clusters
  Score: Raw -759396.873271 + Penalty 2976.587652 = -756420.285618
  nChanged 69
		SP:Iteration 32Q (125393.870000 sec): 3 clusters
  Score: Raw -759419.776771 + Penalty 2976.587652 = -756443.189118
  nChanged 60
		SP:Iteration 33Q (125394.060000 sec): 3 clusters
  Score: Raw -759440.229682 + Penalty 2976.587652 = -756463.642030
  nChanged 66
		SP:Iteration 34Q (125394.250000 sec): 3 clusters
  Score: Raw -759466.859727 + Penalty 2976.587652 = -756490.272074
  nChanged 59
		SP:Iteration 35Q (125394.430000 sec): 3 clusters
  Score: Raw -759490.850315 + Penalty 2976.587652 = -756514.262663
  nChanged 69
		SP:Iteration 36Q (125394.620000 sec): 3 clusters
  Score: Raw -759518.169583 + Penalty 2976.587652 = -756541.581930
  nChanged 76
		SP:Iteration 37Q (125394.800000 sec): 3 clusters
  Score: Raw -759558.313580 + Penalty 2976.587652 = -756581.725927
  nChanged 68
		SP:Iteration 38Q (125394.980000 sec): 3 clusters
  Score: Raw -759591.199326 + Penalty 2976.587652 = -756614.611674
  nChanged 56
		SP:Iteration 39Q (125395.170000 sec): 3 clusters
  Score: Raw -759614.902067 + Penalty 2976.587652 = -756638.314414
  nChanged 45
		SP:Iteration 40F (125395.350000 sec): 3 clusters
  Score: Raw -759638.451587 + Penalty 2976.587652 = -756661.863934
  nChanged 43
		SP:Iteration 41Q (125395.530000 sec): 3 clusters
  Score: Raw -759656.913720 + Penalty 2976.587652 = -756680.326067
  nChanged 41
		SP:Iteration 42Q (125395.790000 sec): 3 clusters
  Score: Raw -759675.337578 + Penalty 2976.587652 = -756698.749925
  nChanged 32
		SP:Iteration 43Q (125395.940000 sec): 3 clusters
  Score: Raw -759687.344494 + Penalty 2976.587652 = -756710.756842
  nChanged 37
		SP:Iteration 44Q (125396.130000 sec): 3 clusters
  Score: Raw -759705.860762 + Penalty 2976.587652 = -756729.273110
  nChanged 35
		SP:Iteration 45Q (125396.310000 sec): 3 clusters
  Score: Raw -759723.219132 + Penalty 2976.587652 = -756746.631479
  nChanged 33
		SP:Iteration 46Q (125396.490000 sec): 3 clusters
  Score: Raw -759736.852908 + Penalty 2976.587652 = -756760.265255
  nChanged 30
		SP:Iteration 47Q (125396.750000 sec): 3 clusters
  Score: Raw -759749.133358 + Penalty 2976.587652 = -756772.545705
  nChanged 34
		SP:Iteration 48Q (125396.890000 sec): 3 clusters
  Score: Raw -759766.176294 + Penalty 2976.587652 = -756789.588641
  nChanged 21
		SP:Iteration 49Q (125397.080000 sec): 3 clusters
  Score: Raw -759775.311433 + Penalty 2976.587652 = -756798.723780
  nChanged 19
		SP:Iteration 50Q (125397.290000 sec): 3 clusters
  Score: Raw -759782.449251 + Penalty 2976.587652 = -756805.861598
  nChanged 18
		SP:Iteration 51Q (125397.470000 sec): 3 clusters
  Score: Raw -759790.713549 + Penalty 2976.587652 = -756814.125896
  nChanged 19
		SP:Iteration 52Q (125397.600000 sec): 3 clusters
  Score: Raw -759798.492882 + Penalty 2976.587652 = -756821.905230
  nChanged 10
		SP:Iteration 53Q (125397.770000 sec): 3 clusters
  Score: Raw -759802.194343 + Penalty 2976.587652 = -756825.606690
  nChanged 8
		SP:Iteration 54Q (125397.940000 sec): 3 clusters
  Score: Raw -759806.128486 + Penalty 2976.587652 = -756829.540834
  nChanged 8
		SP:Iteration 55Q (125398.110000 sec): 3 clusters
  Score: Raw -759808.879683 + Penalty 2976.587652 = -756832.292031
  nChanged 3
		SP:Iteration 56Q (125398.280000 sec): 3 clusters
  Score: Raw -759809.776324 + Penalty 2976.587652 = -756833.188671
  nChanged 3
		SP:Iteration 57Q (125398.450000 sec): 3 clusters
  Score: Raw -759810.640379 + Penalty 2976.587652 = -756834.052727
  nChanged 3
		SP:Iteration 58Q (125398.630000 sec): 3 clusters
  Score: Raw -759812.647184 + Penalty 2976.587652 = -756836.059531
  nChanged 3
		SP:Iteration 59Q (125398.800000 sec): 3 clusters
  Score: Raw -759813.687086 + Penalty 2976.587652 = -756837.099434
  nChanged 3
		SP:Iteration 60F (125398.970000 sec): 3 clusters
  Score: Raw -759814.418214 + Penalty 2976.587652 = -756837.830562
  nChanged 1
		SP:Iteration 61Q (125399.140000 sec): 3 clusters
  Score: Raw -759815.086512 + Penalty 2976.587652 = -756838.498860
  nChanged 2
		SP:Iteration 62Q (125399.390000 sec): 3 clusters
  Score: Raw -759815.476597 + Penalty 2976.587652 = -756838.888944
  nChanged 0
		SP:Iteration 63F (125399.580000 sec): 3 clusters
  Score: Raw -759815.476597 + Penalty 2976.587652 = -756838.888944
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 42 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125399.670000 sec): 2 clusters
  Score: Raw -43339.896402 + Penalty 1002.561744 = -42337.334658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125399.830000 sec): 3 clusters
  Score: Raw -43265.698378 + Penalty 2005.123488 = -41260.574890
  nChanged 94
		SP:Iteration 1F (125399.990000 sec): 3 clusters
  Score: Raw -43372.991929 + Penalty 2005.123488 = -41367.868441
  nChanged 22
		SP:Iteration 2Q (125400.150000 sec): 3 clusters
  Score: Raw -43411.022186 + Penalty 2005.123488 = -41405.898698
  nChanged 11
		SP:Iteration 3Q (125400.310000 sec): 3 clusters
  Score: Raw -43432.714993 + Penalty 2005.123488 = -41427.591505
  nChanged 8
		SP:Iteration 4Q (125400.470000 sec): 3 clusters
  Score: Raw -43441.641947 + Penalty 2005.123488 = -41436.518459
  nChanged 5
		SP:Iteration 5Q (125400.630000 sec): 3 clusters
  Score: Raw -43453.545204 + Penalty 2005.123488 = -41448.421716
  nChanged 2
		SP:Iteration 6Q (125400.790000 sec): 3 clusters
  Score: Raw -43455.661007 + Penalty 2005.123488 = -41450.537519
  nChanged 1
		SP:Iteration 7Q (125400.950000 sec): 3 clusters
  Score: Raw -43457.311806 + Penalty 2005.123488 = -41452.188318
  nChanged 1
		SP:Iteration 8Q (125401.110000 sec): 3 clusters
  Score: Raw -43458.386737 + Penalty 2005.123488 = -41453.263249
  nChanged 1
		SP:Iteration 9Q (125401.270000 sec): 3 clusters
  Score: Raw -43461.901769 + Penalty 2005.123488 = -41456.778281
  nChanged 3
		SP:Iteration 10Q (125401.430000 sec): 3 clusters
  Score: Raw -43467.294979 + Penalty 2005.123488 = -41462.171491
  nChanged 2
		SP:Iteration 11Q (125401.590000 sec): 3 clusters
  Score: Raw -43469.020664 + Penalty 2005.123488 = -41463.897176
  nChanged 0
		SP:Iteration 12F (125401.750000 sec): 3 clusters
  Score: Raw -43469.020664 + Penalty 2005.123488 = -41463.897176
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 43 (9644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125401.850000 sec): 2 clusters
  Score: Raw -783547.901467 + Penalty 1490.789826 = -782057.111641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125402.090000 sec): 3 clusters
  Score: Raw -778151.500164 + Penalty 2981.579653 = -775169.920512
  nChanged 4178
		SP:Iteration 1F (125402.230000 sec): 3 clusters
  Score: Raw -780565.681446 + Penalty 2981.579653 = -777584.101793
  nChanged 675
		SP:Iteration 2F (125402.450000 sec): 3 clusters
  Score: Raw -780946.178348 + Penalty 2981.579653 = -777964.598695
  nChanged 632
		SP:Iteration 3F (125402.690000 sec): 3 clusters
  Score: Raw -781310.588405 + Penalty 2981.579653 = -778329.008753
  nChanged 606
		SP:Iteration 4F (125402.840000 sec): 3 clusters
  Score: Raw -781653.817724 + Penalty 2981.579653 = -778672.238072
  nChanged 546
		SP:Iteration 5F (125403.010000 sec): 3 clusters
  Score: Raw -781975.578245 + Penalty 2981.579653 = -778993.998592
  nChanged 508
		SP:Iteration 6F (125403.190000 sec): 3 clusters
  Score: Raw -782296.138985 + Penalty 2981.579653 = -779314.559332
  nChanged 477
		SP:Iteration 7Q (125403.360000 sec): 3 clusters
  Score: Raw -782605.575103 + Penalty 2981.579653 = -779623.995450
  nChanged 454
		SP:Iteration 8Q (125403.530000 sec): 3 clusters
  Score: Raw -782918.975855 + Penalty 2981.579653 = -779937.396203
  nChanged 443
		SP:Iteration 9Q (125403.710000 sec): 3 clusters
  Score: Raw -783274.976906 + Penalty 2981.579653 = -780293.397254
  nChanged 380
		SP:Iteration 10Q (125403.880000 sec): 3 clusters
  Score: Raw -783573.585873 + Penalty 2981.579653 = -780592.006220
  nChanged 293
		SP:Iteration 11Q (125404.060000 sec): 3 clusters
  Score: Raw -783789.444219 + Penalty 2981.579653 = -780807.864566
  nChanged 205
		SP:Iteration 12Q (125404.250000 sec): 3 clusters
  Score: Raw -783934.960492 + Penalty 2981.579653 = -780953.380839
  nChanged 130
		SP:Iteration 13Q (125404.430000 sec): 3 clusters
  Score: Raw -784021.971275 + Penalty 2981.579653 = -781040.391622
  nChanged 85
		SP:Iteration 14Q (125404.610000 sec): 3 clusters
  Score: Raw -784078.594034 + Penalty 2981.579653 = -781097.014381
  nChanged 50
		SP:Iteration 15Q (125404.790000 sec): 3 clusters
  Score: Raw -784111.052843 + Penalty 2981.579653 = -781129.473191
  nChanged 35
		SP:Iteration 16Q (125404.980000 sec): 3 clusters
  Score: Raw -784129.147042 + Penalty 2981.579653 = -781147.567389
  nChanged 14
		SP:Iteration 17Q (125405.160000 sec): 3 clusters
  Score: Raw -784137.146962 + Penalty 2981.579653 = -781155.567310
  nChanged 12
		SP:Iteration 18Q (125405.340000 sec): 3 clusters
  Score: Raw -784141.983099 + Penalty 2981.579653 = -781160.403447
  nChanged 9
		SP:Iteration 19Q (125405.530000 sec): 3 clusters
  Score: Raw -784145.590636 + Penalty 2981.579653 = -781164.010983
  nChanged 6
		SP:Iteration 20F (125405.710000 sec): 3 clusters
  Score: Raw -784147.076409 + Penalty 2981.579653 = -781165.496756
  nChanged 3
		SP:Iteration 21Q (125405.890000 sec): 3 clusters
  Score: Raw -784148.608869 + Penalty 2981.579653 = -781167.029216
  nChanged 4
		SP:Iteration 22Q (125406.070000 sec): 3 clusters
  Score: Raw -784150.462761 + Penalty 2981.579653 = -781168.883108
  nChanged 3
		SP:Iteration 23Q (125406.300000 sec): 3 clusters
  Score: Raw -784151.888102 + Penalty 2981.579653 = -781170.308449
  nChanged 2
		SP:Iteration 24Q (125406.470000 sec): 3 clusters
  Score: Raw -784152.772031 + Penalty 2981.579653 = -781171.192379
  nChanged 1
		SP:Iteration 25Q (125406.770000 sec): 3 clusters
  Score: Raw -784153.039978 + Penalty 2981.579653 = -781171.460325
  nChanged 0
		SP:Iteration 26F (125406.940000 sec): 3 clusters
  Score: Raw -784153.039978 + Penalty 2981.579653 = -781171.460325
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 44 (1708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125406.980000 sec): 2 clusters
  Score: Raw -143713.481060 + Penalty 1209.500236 = -142503.980824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125407.150000 sec): 3 clusters
  Score: Raw -142999.344696 + Penalty 2419.000472 = -140580.344224
  nChanged 589
		SP:Iteration 1F (125407.330000 sec): 3 clusters
  Score: Raw -143359.590475 + Penalty 2419.000472 = -140940.590003
  nChanged 127
		SP:Iteration 2F (125407.500000 sec): 3 clusters
  Score: Raw -143462.428290 + Penalty 2419.000472 = -141043.427818
  nChanged 88
		SP:Iteration 3F (125407.670000 sec): 3 clusters
  Score: Raw -143530.720193 + Penalty 2419.000472 = -141111.719722
  nChanged 63
		SP:Iteration 4Q (125407.850000 sec): 3 clusters
  Score: Raw -143573.548405 + Penalty 2419.000472 = -141154.547933
  nChanged 54
		SP:Iteration 5Q (125408.020000 sec): 3 clusters
  Score: Raw -143616.466132 + Penalty 2419.000472 = -141197.465660
  nChanged 52
		SP:Iteration 6Q (125408.200000 sec): 3 clusters
  Score: Raw -143665.115987 + Penalty 2419.000472 = -141246.115515
  nChanged 50
		SP:Iteration 7Q (125408.370000 sec): 3 clusters
  Score: Raw -143716.777081 + Penalty 2419.000472 = -141297.776609
  nChanged 57
		SP:Iteration 8Q (125408.540000 sec): 3 clusters
  Score: Raw -143789.130280 + Penalty 2419.000472 = -141370.129808
  nChanged 54
		SP:Iteration 9Q (125408.720000 sec): 3 clusters
  Score: Raw -143861.101317 + Penalty 2419.000472 = -141442.100845
  nChanged 61
		SP:Iteration 10Q (125408.890000 sec): 3 clusters
  Score: Raw -143916.491789 + Penalty 2419.000472 = -141497.491317
  nChanged 45
		SP:Iteration 11Q (125409.090000 sec): 3 clusters
  Score: Raw -143957.073594 + Penalty 2419.000472 = -141538.073123
  nChanged 36
		SP:Iteration 12Q (125409.250000 sec): 3 clusters
  Score: Raw -143983.928330 + Penalty 2419.000472 = -141564.927858
  nChanged 24
		SP:Iteration 13Q (125409.420000 sec): 3 clusters
  Score: Raw -144000.407333 + Penalty 2419.000472 = -141581.406861
  nChanged 16
		SP:Iteration 14Q (125409.570000 sec): 3 clusters
  Score: Raw -144010.381889 + Penalty 2419.000472 = -141591.381418
  nChanged 13
		SP:Iteration 15Q (125409.730000 sec): 3 clusters
  Score: Raw -144017.733128 + Penalty 2419.000472 = -141598.732656
  nChanged 10
		SP:Iteration 16Q (125409.890000 sec): 3 clusters
  Score: Raw -144023.638908 + Penalty 2419.000472 = -141604.638436
  nChanged 10
		SP:Iteration 17Q (125410.050000 sec): 3 clusters
  Score: Raw -144030.804236 + Penalty 2419.000472 = -141611.803764
  nChanged 10
		SP:Iteration 18Q (125410.210000 sec): 3 clusters
  Score: Raw -144036.859883 + Penalty 2419.000472 = -141617.859412
  nChanged 10
		SP:Iteration 19Q (125410.370000 sec): 3 clusters
  Score: Raw -144044.105317 + Penalty 2419.000472 = -141625.104846
  nChanged 7
		SP:Iteration 20F (125410.530000 sec): 3 clusters
  Score: Raw -144048.122958 + Penalty 2419.000472 = -141629.122486
  nChanged 3
		SP:Iteration 21Q (125410.690000 sec): 3 clusters
  Score: Raw -144050.768115 + Penalty 2419.000472 = -141631.767643
  nChanged 5
		SP:Iteration 22Q (125410.850000 sec): 3 clusters
  Score: Raw -144054.121812 + Penalty 2419.000472 = -141635.121340
  nChanged 5
		SP:Iteration 23Q (125411.010000 sec): 3 clusters
  Score: Raw -144056.638736 + Penalty 2419.000472 = -141637.638265
  nChanged 5
		SP:Iteration 24Q (125411.170000 sec): 3 clusters
  Score: Raw -144060.501401 + Penalty 2419.000472 = -141641.500929
  nChanged 2
		SP:Iteration 25Q (125411.340000 sec): 3 clusters
  Score: Raw -144061.494938 + Penalty 2419.000472 = -141642.494467
  nChanged 1
		SP:Iteration 26Q (125411.510000 sec): 3 clusters
  Score: Raw -144062.128723 + Penalty 2419.000472 = -141643.128251
  nChanged 1
		SP:Iteration 27Q (125411.690000 sec): 3 clusters
  Score: Raw -144062.293722 + Penalty 2419.000472 = -141643.293250
  nChanged 0
		SP:Iteration 28F (125411.870000 sec): 3 clusters
  Score: Raw -144062.293722 + Penalty 2419.000472 = -141643.293250
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 45 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125412.010000 sec): 2 clusters
  Score: Raw -19026.425410 + Penalty 915.071915 = -18111.353495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125412.170000 sec): 3 clusters
  Score: Raw -19115.039381 + Penalty 1830.143829 = -17284.895551
  nChanged 61
		SP:Iteration 1F (125412.330000 sec): 3 clusters
  Score: Raw -19264.156529 + Penalty 1830.143829 = -17434.012700
  nChanged 13
		SP:Iteration 2Q (125412.490000 sec): 3 clusters
  Score: Raw -19297.858794 + Penalty 1830.143829 = -17467.714964
  nChanged 4
		SP:Iteration 3Q (125412.650000 sec): 3 clusters
  Score: Raw -19307.598162 + Penalty 1830.143829 = -17477.454333
  nChanged 2
		SP:Iteration 4Q (125412.810000 sec): 3 clusters
  Score: Raw -19312.973756 + Penalty 1830.143829 = -17482.829927
  nChanged 4
		SP:Iteration 5Q (125412.990000 sec): 3 clusters
  Score: Raw -19317.802953 + Penalty 1830.143829 = -17487.659124
  nChanged 4
		SP:Iteration 6Q (125413.120000 sec): 3 clusters
  Score: Raw -19327.140250 + Penalty 1830.143829 = -17496.996420
  nChanged 6
		SP:Iteration 7Q (125413.280000 sec): 3 clusters
  Score: Raw -19337.597214 + Penalty 1830.143829 = -17507.453385
  nChanged 3
		SP:Iteration 8Q (125413.440000 sec): 3 clusters
  Score: Raw -19342.296874 + Penalty 1830.143829 = -17512.153045
  nChanged 0
		SP:Iteration 9F (125413.600000 sec): 3 clusters
  Score: Raw -19342.296874 + Penalty 1830.143829 = -17512.153045
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 46 (1781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125413.670000 sec): 2 clusters
  Score: Raw -142617.477477 + Penalty 1216.301171 = -141401.176306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125413.830000 sec): 3 clusters
  Score: Raw -141915.927432 + Penalty 2432.602342 = -139483.325090
  nChanged 614
		SP:Iteration 1F (125413.990000 sec): 3 clusters
  Score: Raw -142326.433895 + Penalty 2432.602342 = -139893.831553
  nChanged 134
		SP:Iteration 2F (125414.150000 sec): 3 clusters
  Score: Raw -142431.673910 + Penalty 2432.602342 = -139999.071568
  nChanged 92
		SP:Iteration 3F (125414.310000 sec): 3 clusters
  Score: Raw -142507.095616 + Penalty 2432.602342 = -140074.493274
  nChanged 63
		SP:Iteration 4Q (125414.470000 sec): 3 clusters
  Score: Raw -142554.353149 + Penalty 2432.602342 = -140121.750807
  nChanged 41
		SP:Iteration 5Q (125414.630000 sec): 3 clusters
  Score: Raw -142578.053636 + Penalty 2432.602342 = -140145.451294
  nChanged 30
		SP:Iteration 6Q (125414.790000 sec): 3 clusters
  Score: Raw -142596.932545 + Penalty 2432.602342 = -140164.330203
  nChanged 30
		SP:Iteration 7Q (125414.950000 sec): 3 clusters
  Score: Raw -142615.029778 + Penalty 2432.602342 = -140182.427436
  nChanged 23
		SP:Iteration 8Q (125415.110000 sec): 3 clusters
  Score: Raw -142631.804299 + Penalty 2432.602342 = -140199.201957
  nChanged 29
		SP:Iteration 9Q (125415.270000 sec): 3 clusters
  Score: Raw -142651.605387 + Penalty 2432.602342 = -140219.003045
  nChanged 25
		SP:Iteration 10Q (125415.430000 sec): 3 clusters
  Score: Raw -142663.396651 + Penalty 2432.602342 = -140230.794309
  nChanged 13
		SP:Iteration 11Q (125415.590000 sec): 3 clusters
  Score: Raw -142670.941917 + Penalty 2432.602342 = -140238.339575
  nChanged 15
		SP:Iteration 12Q (125415.750000 sec): 3 clusters
  Score: Raw -142679.220272 + Penalty 2432.602342 = -140246.617930
  nChanged 6
		SP:Iteration 13Q (125415.910000 sec): 3 clusters
  Score: Raw -142684.005344 + Penalty 2432.602342 = -140251.403002
  nChanged 14
		SP:Iteration 14Q (125416.070000 sec): 3 clusters
  Score: Raw -142694.493430 + Penalty 2432.602342 = -140261.891088
  nChanged 8
		SP:Iteration 15Q (125416.230000 sec): 3 clusters
  Score: Raw -142698.624170 + Penalty 2432.602342 = -140266.021828
  nChanged 8
		SP:Iteration 16Q (125416.390000 sec): 3 clusters
  Score: Raw -142703.065316 + Penalty 2432.602342 = -140270.462974
  nChanged 13
		SP:Iteration 17Q (125416.550000 sec): 3 clusters
  Score: Raw -142710.577546 + Penalty 2432.602342 = -140277.975204
  nChanged 14
		SP:Iteration 18Q (125416.710000 sec): 3 clusters
  Score: Raw -142718.381277 + Penalty 2432.602342 = -140285.778935
  nChanged 15
		SP:Iteration 19Q (125416.880000 sec): 3 clusters
  Score: Raw -142728.214435 + Penalty 2432.602342 = -140295.612093
  nChanged 19
		SP:Iteration 20F (125417.050000 sec): 3 clusters
  Score: Raw -142740.027658 + Penalty 2432.602342 = -140307.425316
  nChanged 16
		SP:Iteration 21Q (125417.230000 sec): 3 clusters
  Score: Raw -142747.941416 + Penalty 2432.602342 = -140315.339074
  nChanged 13
		SP:Iteration 22Q (125417.400000 sec): 3 clusters
  Score: Raw -142755.696269 + Penalty 2432.602342 = -140323.093927
  nChanged 7
		SP:Iteration 23Q (125417.570000 sec): 3 clusters
  Score: Raw -142758.373271 + Penalty 2432.602342 = -140325.770929
  nChanged 5
		SP:Iteration 24Q (125417.750000 sec): 3 clusters
  Score: Raw -142761.659363 + Penalty 2432.602342 = -140329.057021
  nChanged 7
		SP:Iteration 25Q (125417.920000 sec): 3 clusters
  Score: Raw -142763.935124 + Penalty 2432.602342 = -140331.332782
  nChanged 6
		SP:Iteration 26Q (125418.090000 sec): 3 clusters
  Score: Raw -142767.662371 + Penalty 2432.602342 = -140335.060029
  nChanged 8
		SP:Iteration 27Q (125418.270000 sec): 3 clusters
  Score: Raw -142770.898815 + Penalty 2432.602342 = -140338.296473
  nChanged 4
		SP:Iteration 28Q (125418.440000 sec): 3 clusters
  Score: Raw -142773.725530 + Penalty 2432.602342 = -140341.123188
  nChanged 2
		SP:Iteration 29Q (125418.620000 sec): 3 clusters
  Score: Raw -142774.806157 + Penalty 2432.602342 = -140342.203815
  nChanged 2
		SP:Iteration 30Q (125418.790000 sec): 3 clusters
  Score: Raw -142776.152574 + Penalty 2432.602342 = -140343.550232
  nChanged 3
		SP:Iteration 31Q (125418.960000 sec): 3 clusters
  Score: Raw -142777.026509 + Penalty 2432.602342 = -140344.424167
  nChanged 1
		SP:Iteration 32Q (125419.140000 sec): 3 clusters
  Score: Raw -142777.818276 + Penalty 2432.602342 = -140345.215934
  nChanged 2
		SP:Iteration 33Q (125419.310000 sec): 3 clusters
  Score: Raw -142778.917126 + Penalty 2432.602342 = -140346.314784
  nChanged 1
		SP:Iteration 34Q (125419.480000 sec): 3 clusters
  Score: Raw -142779.476833 + Penalty 2432.602342 = -140346.874491
  nChanged 1
		SP:Iteration 35Q (125419.660000 sec): 3 clusters
  Score: Raw -142779.806939 + Penalty 2432.602342 = -140347.204596
  nChanged 0
		SP:Iteration 36F (125419.830000 sec): 3 clusters
  Score: Raw -142779.806939 + Penalty 2432.602342 = -140347.204596
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 47 (7115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125419.940000 sec): 2 clusters
  Score: Raw -594335.122794 + Penalty 1441.368583 = -592893.754211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125420.150000 sec): 3 clusters
  Score: Raw -590445.936721 + Penalty 2882.737166 = -587563.199555
  nChanged 2990
		SP:Iteration 1F (125420.340000 sec): 3 clusters
  Score: Raw -592067.533108 + Penalty 2882.737166 = -589184.795942
  nChanged 447
		SP:Iteration 2F (125420.530000 sec): 3 clusters
  Score: Raw -592261.695526 + Penalty 2882.737166 = -589378.958360
  nChanged 331
		SP:Iteration 3Q (125420.740000 sec): 3 clusters
  Score: Raw -592407.437127 + Penalty 2882.737166 = -589524.699961
  nChanged 292
		SP:Iteration 4Q (125420.950000 sec): 3 clusters
  Score: Raw -592550.779835 + Penalty 2882.737166 = -589668.042669
  nChanged 296
		SP:Iteration 5Q (125421.200000 sec): 3 clusters
  Score: Raw -592697.161421 + Penalty 2882.737166 = -589814.424255
  nChanged 302
		SP:Iteration 6Q (125421.400000 sec): 3 clusters
  Score: Raw -592855.395017 + Penalty 2882.737166 = -589972.657851
  nChanged 282
		SP:Iteration 7Q (125421.590000 sec): 3 clusters
  Score: Raw -592995.217490 + Penalty 2882.737166 = -590112.480324
  nChanged 275
		SP:Iteration 8Q (125421.780000 sec): 3 clusters
  Score: Raw -593160.605263 + Penalty 2882.737166 = -590277.868097
  nChanged 281
		SP:Iteration 9Q (125421.970000 sec): 3 clusters
  Score: Raw -593336.573793 + Penalty 2882.737166 = -590453.836627
  nChanged 266
		SP:Iteration 10Q (125422.170000 sec): 3 clusters
  Score: Raw -593538.390494 + Penalty 2882.737166 = -590655.653328
  nChanged 256
		SP:Iteration 11Q (125422.360000 sec): 3 clusters
  Score: Raw -593724.889327 + Penalty 2882.737166 = -590842.152161
  nChanged 243
		SP:Iteration 12Q (125422.550000 sec): 3 clusters
  Score: Raw -593912.026681 + Penalty 2882.737166 = -591029.289515
  nChanged 189
		SP:Iteration 13Q (125422.740000 sec): 3 clusters
  Score: Raw -594052.203379 + Penalty 2882.737166 = -591169.466213
  nChanged 135
		SP:Iteration 14Q (125422.930000 sec): 3 clusters
  Score: Raw -594156.655169 + Penalty 2882.737166 = -591273.918003
  nChanged 97
		SP:Iteration 15Q (125423.140000 sec): 3 clusters
  Score: Raw -594226.383882 + Penalty 2882.737166 = -591343.646716
  nChanged 72
		SP:Iteration 16Q (125423.360000 sec): 3 clusters
  Score: Raw -594277.065076 + Penalty 2882.737166 = -591394.327911
  nChanged 57
		SP:Iteration 17Q (125423.520000 sec): 3 clusters
  Score: Raw -594317.499686 + Penalty 2882.737166 = -591434.762520
  nChanged 52
		SP:Iteration 18Q (125423.760000 sec): 3 clusters
  Score: Raw -594357.176536 + Penalty 2882.737166 = -591474.439370
  nChanged 51
		SP:Iteration 19Q (125423.960000 sec): 3 clusters
  Score: Raw -594398.713431 + Penalty 2882.737166 = -591515.976266
  nChanged 41
		SP:Iteration 20F (125424.170000 sec): 3 clusters
  Score: Raw -594428.394306 + Penalty 2882.737166 = -591545.657140
  nChanged 23
		SP:Iteration 21Q (125424.400000 sec): 3 clusters
  Score: Raw -594444.744137 + Penalty 2882.737166 = -591562.006971
  nChanged 19
		SP:Iteration 22Q (125424.600000 sec): 3 clusters
  Score: Raw -594462.031946 + Penalty 2882.737166 = -591579.294780
  nChanged 21
		SP:Iteration 23Q (125424.760000 sec): 3 clusters
  Score: Raw -594477.134818 + Penalty 2882.737166 = -591594.397652
  nChanged 17
		SP:Iteration 24Q (125424.950000 sec): 3 clusters
  Score: Raw -594494.078388 + Penalty 2882.737166 = -591611.341222
  nChanged 19
		SP:Iteration 25Q (125425.150000 sec): 3 clusters
  Score: Raw -594506.963902 + Penalty 2882.737166 = -591624.226736
  nChanged 8
		SP:Iteration 26Q (125425.290000 sec): 3 clusters
  Score: Raw -594515.064152 + Penalty 2882.737166 = -591632.326986
  nChanged 10
		SP:Iteration 27Q (125425.480000 sec): 3 clusters
  Score: Raw -594523.949558 + Penalty 2882.737166 = -591641.212392
  nChanged 9
		SP:Iteration 28Q (125425.630000 sec): 3 clusters
  Score: Raw -594530.745617 + Penalty 2882.737166 = -591648.008451
  nChanged 8
		SP:Iteration 29Q (125425.840000 sec): 3 clusters
  Score: Raw -594537.816005 + Penalty 2882.737166 = -591655.078839
  nChanged 7
		SP:Iteration 30Q (125426.000000 sec): 3 clusters
  Score: Raw -594545.513431 + Penalty 2882.737166 = -591662.776265
  nChanged 2
		SP:Iteration 31Q (125426.200000 sec): 3 clusters
  Score: Raw -594546.651496 + Penalty 2882.737166 = -591663.914330
  nChanged 1
		SP:Iteration 32Q (125426.380000 sec): 3 clusters
  Score: Raw -594547.016385 + Penalty 2882.737166 = -591664.279219
  nChanged 1
		SP:Iteration 33Q (125426.530000 sec): 3 clusters
  Score: Raw -594547.188050 + Penalty 2882.737166 = -591664.450884
  nChanged 0
		SP:Iteration 34F (125426.710000 sec): 3 clusters
  Score: Raw -594547.188050 + Penalty 2882.737166 = -591664.450884
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 48 (10031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125426.900000 sec): 2 clusters
  Score: Raw -767187.595825 + Penalty 1497.183281 = -765690.412543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125427.070000 sec): 3 clusters
  Score: Raw -761530.464537 + Penalty 2994.366562 = -758536.097974
  nChanged 4319
		SP:Iteration 1F (125427.260000 sec): 3 clusters
  Score: Raw -763941.380730 + Penalty 2994.366562 = -760947.014168
  nChanged 675
		SP:Iteration 2F (125427.380000 sec): 3 clusters
  Score: Raw -764321.900644 + Penalty 2994.366562 = -761327.534081
  nChanged 620
		SP:Iteration 3F (125427.560000 sec): 3 clusters
  Score: Raw -764702.620210 + Penalty 2994.366562 = -761708.253647
  nChanged 620
		SP:Iteration 4F (125427.700000 sec): 3 clusters
  Score: Raw -765122.588118 + Penalty 2994.366562 = -762128.221556
  nChanged 568
		SP:Iteration 5F (125427.900000 sec): 3 clusters
  Score: Raw -765494.901296 + Penalty 2994.366562 = -762500.534733
  nChanged 522
		SP:Iteration 6F (125428.050000 sec): 3 clusters
  Score: Raw -765870.934367 + Penalty 2994.366562 = -762876.567804
  nChanged 488
		SP:Iteration 7Q (125428.240000 sec): 3 clusters
  Score: Raw -766239.149796 + Penalty 2994.366562 = -763244.783233
  nChanged 421
		SP:Iteration 8Q (125428.410000 sec): 3 clusters
  Score: Raw -766552.130364 + Penalty 2994.366562 = -763557.763801
  nChanged 331
		SP:Iteration 9Q (125428.570000 sec): 3 clusters
  Score: Raw -766778.356724 + Penalty 2994.366562 = -763783.990162
  nChanged 277
		SP:Iteration 10Q (125428.730000 sec): 3 clusters
  Score: Raw -766975.449624 + Penalty 2994.366562 = -763981.083061
  nChanged 210
		SP:Iteration 11Q (125428.880000 sec): 3 clusters
  Score: Raw -767107.248205 + Penalty 2994.366562 = -764112.881643
  nChanged 158
		SP:Iteration 12Q (125429.040000 sec): 3 clusters
  Score: Raw -767225.388487 + Penalty 2994.366562 = -764231.021924
  nChanged 137
		SP:Iteration 13Q (125429.200000 sec): 3 clusters
  Score: Raw -767338.056955 + Penalty 2994.366562 = -764343.690393
  nChanged 122
		SP:Iteration 14Q (125429.360000 sec): 3 clusters
  Score: Raw -767440.551870 + Penalty 2994.366562 = -764446.185308
  nChanged 104
		SP:Iteration 15Q (125429.520000 sec): 3 clusters
  Score: Raw -767533.190079 + Penalty 2994.366562 = -764538.823516
  nChanged 81
		SP:Iteration 16Q (125429.680000 sec): 3 clusters
  Score: Raw -767588.389828 + Penalty 2994.366562 = -764594.023266
  nChanged 45
		SP:Iteration 17Q (125429.850000 sec): 3 clusters
  Score: Raw -767613.875652 + Penalty 2994.366562 = -764619.509089
  nChanged 30
		SP:Iteration 18Q (125430.050000 sec): 3 clusters
  Score: Raw -767634.428667 + Penalty 2994.366562 = -764640.062105
  nChanged 25
		SP:Iteration 19Q (125430.180000 sec): 3 clusters
  Score: Raw -767645.905412 + Penalty 2994.366562 = -764651.538850
  nChanged 26
		SP:Iteration 20F (125430.340000 sec): 3 clusters
  Score: Raw -767663.096260 + Penalty 2994.366562 = -764668.729697
  nChanged 20
		SP:Iteration 21Q (125430.500000 sec): 3 clusters
  Score: Raw -767673.578730 + Penalty 2994.366562 = -764679.212168
  nChanged 20
		SP:Iteration 22Q (125430.660000 sec): 3 clusters
  Score: Raw -767681.016652 + Penalty 2994.366562 = -764686.650090
  nChanged 13
		SP:Iteration 23Q (125430.820000 sec): 3 clusters
  Score: Raw -767686.947302 + Penalty 2994.366562 = -764692.580739
  nChanged 12
		SP:Iteration 24Q (125431.030000 sec): 3 clusters
  Score: Raw -767690.612280 + Penalty 2994.366562 = -764696.245718
  nChanged 6
		SP:Iteration 25Q (125431.200000 sec): 3 clusters
  Score: Raw -767695.644327 + Penalty 2994.366562 = -764701.277764
  nChanged 8
		SP:Iteration 26Q (125431.370000 sec): 3 clusters
  Score: Raw -767701.296476 + Penalty 2994.366562 = -764706.929913
  nChanged 13
		SP:Iteration 27Q (125431.540000 sec): 3 clusters
  Score: Raw -767708.429546 + Penalty 2994.366562 = -764714.062983
  nChanged 13
		SP:Iteration 28Q (125431.720000 sec): 3 clusters
  Score: Raw -767715.047066 + Penalty 2994.366562 = -764720.680503
  nChanged 10
		SP:Iteration 29Q (125431.910000 sec): 3 clusters
  Score: Raw -767719.675375 + Penalty 2994.366562 = -764725.308813
  nChanged 7
		SP:Iteration 30Q (125432.100000 sec): 3 clusters
  Score: Raw -767722.414411 + Penalty 2994.366562 = -764728.047848
  nChanged 6
		SP:Iteration 31Q (125432.310000 sec): 3 clusters
  Score: Raw -767727.440898 + Penalty 2994.366562 = -764733.074336
  nChanged 9
		SP:Iteration 32Q (125432.470000 sec): 3 clusters
  Score: Raw -767733.698583 + Penalty 2994.366562 = -764739.332021
  nChanged 9
		SP:Iteration 33Q (125432.690000 sec): 3 clusters
  Score: Raw -767738.802109 + Penalty 2994.366562 = -764744.435547
  nChanged 11
		SP:Iteration 34Q (125432.860000 sec): 3 clusters
  Score: Raw -767743.215494 + Penalty 2994.366562 = -764748.848932
  nChanged 8
		SP:Iteration 35Q (125433.030000 sec): 3 clusters
  Score: Raw -767745.999078 + Penalty 2994.366562 = -764751.632516
  nChanged 5
		SP:Iteration 36Q (125433.220000 sec): 3 clusters
  Score: Raw -767748.679715 + Penalty 2994.366562 = -764754.313152
  nChanged 6
		SP:Iteration 37Q (125433.380000 sec): 3 clusters
  Score: Raw -767752.020487 + Penalty 2994.366562 = -764757.653924
  nChanged 5
		SP:Iteration 38Q (125433.530000 sec): 3 clusters
  Score: Raw -767754.338773 + Penalty 2994.366562 = -764759.972210
  nChanged 5
		SP:Iteration 39Q (125433.710000 sec): 3 clusters
  Score: Raw -767755.781268 + Penalty 2994.366562 = -764761.414706
  nChanged 4
		SP:Iteration 40F (125433.880000 sec): 3 clusters
  Score: Raw -767757.609044 + Penalty 2994.366562 = -764763.242482
  nChanged 6
		SP:Iteration 41Q (125434.050000 sec): 3 clusters
  Score: Raw -767760.780601 + Penalty 2994.366562 = -764766.414039
  nChanged 5
		SP:Iteration 42Q (125434.250000 sec): 3 clusters
  Score: Raw -767763.167797 + Penalty 2994.366562 = -764768.801235
  nChanged 8
		SP:Iteration 43Q (125434.400000 sec): 3 clusters
  Score: Raw -767767.372702 + Penalty 2994.366562 = -764773.006139
  nChanged 5
		SP:Iteration 44Q (125434.620000 sec): 3 clusters
  Score: Raw -767770.457754 + Penalty 2994.366562 = -764776.091191
  nChanged 3
		SP:Iteration 45Q (125434.830000 sec): 3 clusters
  Score: Raw -767771.681787 + Penalty 2994.366562 = -764777.315224
  nChanged 4
		SP:Iteration 46Q (125434.960000 sec): 3 clusters
  Score: Raw -767773.234762 + Penalty 2994.366562 = -764778.868199
  nChanged 0
		SP:Iteration 47F (125435.160000 sec): 3 clusters
  Score: Raw -767773.234762 + Penalty 2994.366562 = -764778.868199
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 49 (4601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125435.230000 sec): 2 clusters
  Score: Raw -387721.222555 + Penalty 1370.529704 = -386350.692851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125435.410000 sec): 3 clusters
  Score: Raw -385411.915818 + Penalty 2741.059409 = -382670.856409
  nChanged 1823
		SP:Iteration 1F (125435.610000 sec): 3 clusters
  Score: Raw -386394.305268 + Penalty 2741.059409 = -383653.245859
  nChanged 315
		SP:Iteration 2F (125435.780000 sec): 3 clusters
  Score: Raw -386568.062271 + Penalty 2741.059409 = -383827.002863
  nChanged 228
		SP:Iteration 3Q (125435.900000 sec): 3 clusters
  Score: Raw -386691.678717 + Penalty 2741.059409 = -383950.619308
  nChanged 202
		SP:Iteration 4Q (125436.060000 sec): 3 clusters
  Score: Raw -386808.191282 + Penalty 2741.059409 = -384067.131873
  nChanged 204
		SP:Iteration 5Q (125436.220000 sec): 3 clusters
  Score: Raw -386935.007867 + Penalty 2741.059409 = -384193.948459
  nChanged 203
		SP:Iteration 6Q (125436.380000 sec): 3 clusters
  Score: Raw -387063.799292 + Penalty 2741.059409 = -384322.739883
  nChanged 180
		SP:Iteration 7Q (125436.570000 sec): 3 clusters
  Score: Raw -387185.072400 + Penalty 2741.059409 = -384444.012991
  nChanged 165
		SP:Iteration 8Q (125436.690000 sec): 3 clusters
  Score: Raw -387299.435401 + Penalty 2741.059409 = -384558.375992
  nChanged 172
		SP:Iteration 9Q (125436.850000 sec): 3 clusters
  Score: Raw -387405.006929 + Penalty 2741.059409 = -384663.947520
  nChanged 136
		SP:Iteration 10Q (125437.010000 sec): 3 clusters
  Score: Raw -387478.901333 + Penalty 2741.059409 = -384737.841925
  nChanged 113
		SP:Iteration 11Q (125437.170000 sec): 3 clusters
  Score: Raw -387545.333557 + Penalty 2741.059409 = -384804.274148
  nChanged 103
		SP:Iteration 12Q (125437.330000 sec): 3 clusters
  Score: Raw -387605.134712 + Penalty 2741.059409 = -384864.075303
  nChanged 93
		SP:Iteration 13Q (125437.490000 sec): 3 clusters
  Score: Raw -387659.998565 + Penalty 2741.059409 = -384918.939156
  nChanged 91
		SP:Iteration 14Q (125437.660000 sec): 3 clusters
  Score: Raw -387711.284409 + Penalty 2741.059409 = -384970.225000
  nChanged 65
		SP:Iteration 15Q (125437.810000 sec): 3 clusters
  Score: Raw -387743.437748 + Penalty 2741.059409 = -385002.378339
  nChanged 56
		SP:Iteration 16Q (125437.970000 sec): 3 clusters
  Score: Raw -387771.802329 + Penalty 2741.059409 = -385030.742920
  nChanged 58
		SP:Iteration 17Q (125438.130000 sec): 3 clusters
  Score: Raw -387798.016214 + Penalty 2741.059409 = -385056.956805
  nChanged 42
		SP:Iteration 18Q (125438.300000 sec): 3 clusters
  Score: Raw -387818.192358 + Penalty 2741.059409 = -385077.132950
  nChanged 53
		SP:Iteration 19Q (125438.470000 sec): 3 clusters
  Score: Raw -387844.758435 + Penalty 2741.059409 = -385103.699026
  nChanged 38
		SP:Iteration 20F (125438.630000 sec): 3 clusters
  Score: Raw -387864.138059 + Penalty 2741.059409 = -385123.078650
  nChanged 45
		SP:Iteration 21Q (125438.790000 sec): 3 clusters
  Score: Raw -387884.965105 + Penalty 2741.059409 = -385143.905696
  nChanged 30
		SP:Iteration 22Q (125438.950000 sec): 3 clusters
  Score: Raw -387897.504788 + Penalty 2741.059409 = -385156.445379
  nChanged 31
		SP:Iteration 23Q (125439.110000 sec): 3 clusters
  Score: Raw -387917.111159 + Penalty 2741.059409 = -385176.051751
  nChanged 25
		SP:Iteration 24Q (125439.270000 sec): 3 clusters
  Score: Raw -387934.332861 + Penalty 2741.059409 = -385193.273453
  nChanged 33
		SP:Iteration 25Q (125439.430000 sec): 3 clusters
  Score: Raw -387957.415189 + Penalty 2741.059409 = -385216.355780
  nChanged 32
		SP:Iteration 26Q (125439.590000 sec): 3 clusters
  Score: Raw -387979.359439 + Penalty 2741.059409 = -385238.300030
  nChanged 31
		SP:Iteration 27Q (125439.750000 sec): 3 clusters
  Score: Raw -388002.291057 + Penalty 2741.059409 = -385261.231649
  nChanged 23
		SP:Iteration 28Q (125439.910000 sec): 3 clusters
  Score: Raw -388015.291263 + Penalty 2741.059409 = -385274.231854
  nChanged 17
		SP:Iteration 29Q (125440.070000 sec): 3 clusters
  Score: Raw -388023.150973 + Penalty 2741.059409 = -385282.091565
  nChanged 12
		SP:Iteration 30Q (125440.230000 sec): 3 clusters
  Score: Raw -388029.072718 + Penalty 2741.059409 = -385288.013309
  nChanged 7
		SP:Iteration 31Q (125440.390000 sec): 3 clusters
  Score: Raw -388033.240264 + Penalty 2741.059409 = -385292.180856
  nChanged 9
		SP:Iteration 32Q (125440.550000 sec): 3 clusters
  Score: Raw -388037.758966 + Penalty 2741.059409 = -385296.699557
  nChanged 7
		SP:Iteration 33Q (125440.710000 sec): 3 clusters
  Score: Raw -388041.309386 + Penalty 2741.059409 = -385300.249977
  nChanged 8
		SP:Iteration 34Q (125440.910000 sec): 3 clusters
  Score: Raw -388044.500438 + Penalty 2741.059409 = -385303.441029
  nChanged 4
		SP:Iteration 35Q (125441.040000 sec): 3 clusters
  Score: Raw -388046.031736 + Penalty 2741.059409 = -385304.972327
  nChanged 4
		SP:Iteration 36Q (125441.250000 sec): 3 clusters
  Score: Raw -388048.268243 + Penalty 2741.059409 = -385307.208835
  nChanged 1
		SP:Iteration 37Q (125441.410000 sec): 3 clusters
  Score: Raw -388048.704173 + Penalty 2741.059409 = -385307.644765
  nChanged 1
		SP:Iteration 38Q (125441.600000 sec): 3 clusters
  Score: Raw -388049.233853 + Penalty 2741.059409 = -385308.174444
  nChanged 2
		SP:Iteration 39Q (125441.810000 sec): 3 clusters
  Score: Raw -388049.832418 + Penalty 2741.059409 = -385308.773009
  nChanged 1
		SP:Iteration 40F (125441.990000 sec): 3 clusters
  Score: Raw -388049.996078 + Penalty 2741.059409 = -385308.936669
  nChanged 1
		SP:Iteration 41Q (125442.150000 sec): 3 clusters
  Score: Raw -388050.446976 + Penalty 2741.059409 = -385309.387567
  nChanged 3
		SP:Iteration 42Q (125442.330000 sec): 3 clusters
  Score: Raw -388052.169203 + Penalty 2741.059409 = -385311.109794
  nChanged 9
		SP:Iteration 43Q (125442.480000 sec): 3 clusters
  Score: Raw -388062.191239 + Penalty 2741.059409 = -385321.131830
  nChanged 17
		SP:Iteration 44Q (125442.690000 sec): 3 clusters
  Score: Raw -388073.420202 + Penalty 2741.059409 = -385332.360793
  nChanged 8
		SP:Iteration 45Q (125442.820000 sec): 3 clusters
  Score: Raw -388078.448600 + Penalty 2741.059409 = -385337.389191
  nChanged 7
		SP:Iteration 46Q (125443.030000 sec): 3 clusters
  Score: Raw -388082.897283 + Penalty 2741.059409 = -385341.837874
  nChanged 10
		SP:Iteration 47Q (125443.170000 sec): 3 clusters
  Score: Raw -388088.268823 + Penalty 2741.059409 = -385347.209414
  nChanged 5
		SP:Iteration 48Q (125443.320000 sec): 3 clusters
  Score: Raw -388093.761466 + Penalty 2741.059409 = -385352.702057
  nChanged 7
		SP:Iteration 49Q (125443.480000 sec): 3 clusters
  Score: Raw -388098.494785 + Penalty 2741.059409 = -385357.435376
  nChanged 6
		SP:Iteration 50Q (125443.640000 sec): 3 clusters
  Score: Raw -388100.799503 + Penalty 2741.059409 = -385359.740095
  nChanged 4
		SP:Iteration 51Q (125443.800000 sec): 3 clusters
  Score: Raw -388102.961229 + Penalty 2741.059409 = -385361.901820
  nChanged 6
		SP:Iteration 52Q (125443.970000 sec): 3 clusters
  Score: Raw -388107.208026 + Penalty 2741.059409 = -385366.148617
  nChanged 4
		SP:Iteration 53Q (125444.140000 sec): 3 clusters
  Score: Raw -388110.914326 + Penalty 2741.059409 = -385369.854917
  nChanged 2
		SP:Iteration 54Q (125444.320000 sec): 3 clusters
  Score: Raw -388111.458930 + Penalty 2741.059409 = -385370.399521
  nChanged 3
		SP:Iteration 55Q (125444.490000 sec): 3 clusters
  Score: Raw -388113.329807 + Penalty 2741.059409 = -385372.270399
  nChanged 2
		SP:Iteration 56Q (125444.670000 sec): 3 clusters
  Score: Raw -388115.213958 + Penalty 2741.059409 = -385374.154549
  nChanged 4
		SP:Iteration 57Q (125444.840000 sec): 3 clusters
  Score: Raw -388118.124345 + Penalty 2741.059409 = -385377.064936
  nChanged 2
		SP:Iteration 58Q (125445.020000 sec): 3 clusters
  Score: Raw -388119.691391 + Penalty 2741.059409 = -385378.631982
  nChanged 2
		SP:Iteration 59Q (125445.190000 sec): 3 clusters
  Score: Raw -388120.716973 + Penalty 2741.059409 = -385379.657564
  nChanged 1
		SP:Iteration 60F (125445.370000 sec): 3 clusters
  Score: Raw -388120.899334 + Penalty 2741.059409 = -385379.839925
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 50 (7880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125445.490000 sec): 2 clusters
  Score: Raw -734389.594606 + Penalty 1457.963517 = -732931.631088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125445.690000 sec): 3 clusters
  Score: Raw -729983.059754 + Penalty 2915.927034 = -727067.132719
  nChanged 3303
		SP:Iteration 1F (125445.870000 sec): 3 clusters
  Score: Raw -731733.864624 + Penalty 2915.927034 = -728817.937590
  nChanged 420
		SP:Iteration 2F (125446.060000 sec): 3 clusters
  Score: Raw -731903.316941 + Penalty 2915.927034 = -728987.389906
  nChanged 359
		SP:Iteration 3Q (125446.240000 sec): 3 clusters
  Score: Raw -732039.802262 + Penalty 2915.927034 = -729123.875228
  nChanged 297
		SP:Iteration 4Q (125446.410000 sec): 3 clusters
  Score: Raw -732153.765638 + Penalty 2915.927034 = -729237.838604
  nChanged 251
		SP:Iteration 5Q (125446.580000 sec): 3 clusters
  Score: Raw -732240.422593 + Penalty 2915.927034 = -729324.495559
  nChanged 227
		SP:Iteration 6Q (125446.780000 sec): 3 clusters
  Score: Raw -732320.369132 + Penalty 2915.927034 = -729404.442098
  nChanged 228
		SP:Iteration 7Q (125447.020000 sec): 3 clusters
  Score: Raw -732396.792971 + Penalty 2915.927034 = -729480.865937
  nChanged 204
		SP:Iteration 8Q (125447.220000 sec): 3 clusters
  Score: Raw -732475.081072 + Penalty 2915.927034 = -729559.154038
  nChanged 223
		SP:Iteration 9Q (125447.400000 sec): 3 clusters
  Score: Raw -732574.410427 + Penalty 2915.927034 = -729658.483392
  nChanged 232
		SP:Iteration 10Q (125447.580000 sec): 3 clusters
  Score: Raw -732688.440669 + Penalty 2915.927034 = -729772.513634
  nChanged 248
		SP:Iteration 11Q (125447.770000 sec): 3 clusters
  Score: Raw -732809.840627 + Penalty 2915.927034 = -729893.913593
  nChanged 266
		SP:Iteration 12Q (125447.950000 sec): 3 clusters
  Score: Raw -732938.349689 + Penalty 2915.927034 = -730022.422654
  nChanged 249
		SP:Iteration 13Q (125448.130000 sec): 3 clusters
  Score: Raw -733071.960833 + Penalty 2915.927034 = -730156.033799
  nChanged 262
		SP:Iteration 14Q (125448.310000 sec): 3 clusters
  Score: Raw -733216.600176 + Penalty 2915.927034 = -730300.673141
  nChanged 227
		SP:Iteration 15Q (125448.460000 sec): 3 clusters
  Score: Raw -733339.749090 + Penalty 2915.927034 = -730423.822056
  nChanged 242
		SP:Iteration 16Q (125448.650000 sec): 3 clusters
  Score: Raw -733474.479894 + Penalty 2915.927034 = -730558.552860
  nChanged 218
		SP:Iteration 17Q (125448.850000 sec): 3 clusters
  Score: Raw -733595.462400 + Penalty 2915.927034 = -730679.535366
  nChanged 195
		SP:Iteration 18Q (125449.050000 sec): 3 clusters
  Score: Raw -733706.243275 + Penalty 2915.927034 = -730790.316241
  nChanged 166
		SP:Iteration 19Q (125449.240000 sec): 3 clusters
  Score: Raw -733796.806014 + Penalty 2915.927034 = -730880.878980
  nChanged 146
		SP:Iteration 20F (125449.420000 sec): 3 clusters
  Score: Raw -733873.090764 + Penalty 2915.927034 = -730957.163730
  nChanged 120
		SP:Iteration 21Q (125449.610000 sec): 3 clusters
  Score: Raw -733930.890190 + Penalty 2915.927034 = -731014.963156
  nChanged 103
		SP:Iteration 22Q (125449.810000 sec): 3 clusters
  Score: Raw -733977.720124 + Penalty 2915.927034 = -731061.793089
  nChanged 85
		SP:Iteration 23Q (125450.050000 sec): 3 clusters
  Score: Raw -734009.131149 + Penalty 2915.927034 = -731093.204114
  nChanged 83
		SP:Iteration 24Q (125450.220000 sec): 3 clusters
  Score: Raw -734045.729862 + Penalty 2915.927034 = -731129.802828
  nChanged 80
		SP:Iteration 25Q (125450.450000 sec): 3 clusters
  Score: Raw -734079.912295 + Penalty 2915.927034 = -731163.985260
  nChanged 74
		SP:Iteration 26Q (125450.690000 sec): 3 clusters
  Score: Raw -734109.468332 + Penalty 2915.927034 = -731193.541298
  nChanged 59
		SP:Iteration 27Q (125450.870000 sec): 3 clusters
  Score: Raw -734134.464320 + Penalty 2915.927034 = -731218.537285
  nChanged 52
		SP:Iteration 28Q (125451.050000 sec): 3 clusters
  Score: Raw -734152.780833 + Penalty 2915.927034 = -731236.853799
  nChanged 44
		SP:Iteration 29Q (125451.230000 sec): 3 clusters
  Score: Raw -734169.025942 + Penalty 2915.927034 = -731253.098907
  nChanged 41
		SP:Iteration 30Q (125451.410000 sec): 3 clusters
  Score: Raw -734184.442854 + Penalty 2915.927034 = -731268.515819
  nChanged 49
		SP:Iteration 31Q (125451.610000 sec): 3 clusters
  Score: Raw -734201.274993 + Penalty 2915.927034 = -731285.347959
  nChanged 41
		SP:Iteration 32Q (125451.790000 sec): 3 clusters
  Score: Raw -734215.177724 + Penalty 2915.927034 = -731299.250689
  nChanged 37
		SP:Iteration 33Q (125451.990000 sec): 3 clusters
  Score: Raw -734228.047600 + Penalty 2915.927034 = -731312.120565
  nChanged 31
		SP:Iteration 34Q (125452.170000 sec): 3 clusters
  Score: Raw -734240.976009 + Penalty 2915.927034 = -731325.048975
  nChanged 32
		SP:Iteration 35Q (125452.390000 sec): 3 clusters
  Score: Raw -734254.115763 + Penalty 2915.927034 = -731338.188728
  nChanged 37
		SP:Iteration 36Q (125452.580000 sec): 3 clusters
  Score: Raw -734270.197460 + Penalty 2915.927034 = -731354.270425
  nChanged 38
		SP:Iteration 37Q (125452.770000 sec): 3 clusters
  Score: Raw -734286.753859 + Penalty 2915.927034 = -731370.826825
  nChanged 38
		SP:Iteration 38Q (125452.950000 sec): 3 clusters
  Score: Raw -734303.984371 + Penalty 2915.927034 = -731388.057337
  nChanged 39
		SP:Iteration 39Q (125453.130000 sec): 3 clusters
  Score: Raw -734321.742120 + Penalty 2915.927034 = -731405.815085
  nChanged 34
		SP:Iteration 40F (125453.310000 sec): 3 clusters
  Score: Raw -734340.979193 + Penalty 2915.927034 = -731425.052158
  nChanged 33
		SP:Iteration 41Q (125453.500000 sec): 3 clusters
  Score: Raw -734356.114785 + Penalty 2915.927034 = -731440.187751
  nChanged 30
		SP:Iteration 42Q (125453.680000 sec): 3 clusters
  Score: Raw -734370.118806 + Penalty 2915.927034 = -731454.191771
  nChanged 31
		SP:Iteration 43Q (125453.900000 sec): 3 clusters
  Score: Raw -734384.917709 + Penalty 2915.927034 = -731468.990675
  nChanged 26
		SP:Iteration 44Q (125454.090000 sec): 3 clusters
  Score: Raw -734398.624492 + Penalty 2915.927034 = -731482.697458
  nChanged 27
		SP:Iteration 45Q (125454.280000 sec): 3 clusters
  Score: Raw -734415.826579 + Penalty 2915.927034 = -731499.899545
  nChanged 30
		SP:Iteration 46Q (125454.460000 sec): 3 clusters
  Score: Raw -734432.221473 + Penalty 2915.927034 = -731516.294439
  nChanged 18
		SP:Iteration 47Q (125454.660000 sec): 3 clusters
  Score: Raw -734442.987402 + Penalty 2915.927034 = -731527.060368
  nChanged 23
		SP:Iteration 48Q (125454.840000 sec): 3 clusters
  Score: Raw -734455.872214 + Penalty 2915.927034 = -731539.945180
  nChanged 18
		SP:Iteration 49Q (125455.100000 sec): 3 clusters
  Score: Raw -734463.183743 + Penalty 2915.927034 = -731547.256709
  nChanged 11
		SP:Iteration 50Q (125455.240000 sec): 3 clusters
  Score: Raw -734467.375358 + Penalty 2915.927034 = -731551.448323
  nChanged 14
		SP:Iteration 51Q (125455.430000 sec): 3 clusters
  Score: Raw -734472.487766 + Penalty 2915.927034 = -731556.560732
  nChanged 9
		SP:Iteration 52Q (125455.650000 sec): 3 clusters
  Score: Raw -734476.682593 + Penalty 2915.927034 = -731560.755558
  nChanged 5
		SP:Iteration 53Q (125455.830000 sec): 3 clusters
  Score: Raw -734478.332312 + Penalty 2915.927034 = -731562.405278
  nChanged 4
		SP:Iteration 54Q (125456.050000 sec): 3 clusters
  Score: Raw -734480.004921 + Penalty 2915.927034 = -731564.077887
  nChanged 1
		SP:Iteration 55Q (125456.230000 sec): 3 clusters
  Score: Raw -734480.238758 + Penalty 2915.927034 = -731564.311724
  nChanged 0
		SP:Iteration 56F (125456.410000 sec): 3 clusters
  Score: Raw -734480.238758 + Penalty 2915.927034 = -731564.311724
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 51 (11642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125456.580000 sec): 2 clusters
  Score: Raw -993019.702283 + Penalty 1521.385861 = -991498.316422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125456.770000 sec): 3 clusters
  Score: Raw -986311.814355 + Penalty 3042.771722 = -983269.042634
  nChanged 5077
		SP:Iteration 1F (125457.050000 sec): 3 clusters
  Score: Raw -989105.694442 + Penalty 3042.771722 = -986062.922721
  nChanged 758
		SP:Iteration 2F (125457.210000 sec): 3 clusters
  Score: Raw -989477.815061 + Penalty 3042.771722 = -986435.043339
  nChanged 681
		SP:Iteration 3F (125457.410000 sec): 3 clusters
  Score: Raw -989788.396218 + Penalty 3042.771722 = -986745.624496
  nChanged 653
		SP:Iteration 4F (125457.620000 sec): 3 clusters
  Score: Raw -990103.451833 + Penalty 3042.771722 = -987060.680111
  nChanged 583
		SP:Iteration 5F (125457.920000 sec): 3 clusters
  Score: Raw -990389.590799 + Penalty 3042.771722 = -987346.819078
  nChanged 546
		SP:Iteration 6Q (125458.090000 sec): 3 clusters
  Score: Raw -990685.060677 + Penalty 3042.771722 = -987642.288955
  nChanged 563
		SP:Iteration 7Q (125458.340000 sec): 3 clusters
  Score: Raw -990997.627914 + Penalty 3042.771722 = -987954.856193
  nChanged 536
		SP:Iteration 8Q (125458.540000 sec): 3 clusters
  Score: Raw -991324.283472 + Penalty 3042.771722 = -988281.511750
  nChanged 528
		SP:Iteration 9Q (125458.730000 sec): 3 clusters
  Score: Raw -991650.236103 + Penalty 3042.771722 = -988607.464382
  nChanged 466
		SP:Iteration 10Q (125458.930000 sec): 3 clusters
  Score: Raw -991947.046225 + Penalty 3042.771722 = -988904.274503
  nChanged 435
		SP:Iteration 11Q (125459.130000 sec): 3 clusters
  Score: Raw -992211.069053 + Penalty 3042.771722 = -989168.297331
  nChanged 345
		SP:Iteration 12Q (125459.410000 sec): 3 clusters
  Score: Raw -992419.641709 + Penalty 3042.771722 = -989376.869987
  nChanged 278
		SP:Iteration 13Q (125459.660000 sec): 3 clusters
  Score: Raw -992584.127671 + Penalty 3042.771722 = -989541.355950
  nChanged 234
		SP:Iteration 14Q (125459.870000 sec): 3 clusters
  Score: Raw -992724.894664 + Penalty 3042.771722 = -989682.122943
  nChanged 187
		SP:Iteration 15Q (125460.120000 sec): 3 clusters
  Score: Raw -992828.136869 + Penalty 3042.771722 = -989785.365147
  nChanged 139
		SP:Iteration 16Q (125460.320000 sec): 3 clusters
  Score: Raw -992906.524817 + Penalty 3042.771722 = -989863.753095
  nChanged 106
		SP:Iteration 17Q (125460.570000 sec): 3 clusters
  Score: Raw -992970.942051 + Penalty 3042.771722 = -989928.170329
  nChanged 82
		SP:Iteration 18Q (125460.810000 sec): 3 clusters
  Score: Raw -993017.940618 + Penalty 3042.771722 = -989975.168896
  nChanged 68
		SP:Iteration 19Q (125461.010000 sec): 3 clusters
  Score: Raw -993054.345113 + Penalty 3042.771722 = -990011.573391
  nChanged 47
		SP:Iteration 20F (125461.270000 sec): 3 clusters
  Score: Raw -993080.315486 + Penalty 3042.771722 = -990037.543765
  nChanged 42
		SP:Iteration 21Q (125461.490000 sec): 3 clusters
  Score: Raw -993103.205344 + Penalty 3042.771722 = -990060.433622
  nChanged 34
		SP:Iteration 22Q (125461.690000 sec): 3 clusters
  Score: Raw -993123.228496 + Penalty 3042.771722 = -990080.456774
  nChanged 28
		SP:Iteration 23Q (125461.890000 sec): 3 clusters
  Score: Raw -993145.459835 + Penalty 3042.771722 = -990102.688113
  nChanged 34
		SP:Iteration 24Q (125462.100000 sec): 3 clusters
  Score: Raw -993162.510933 + Penalty 3042.771722 = -990119.739212
  nChanged 20
		SP:Iteration 25Q (125462.290000 sec): 3 clusters
  Score: Raw -993171.543032 + Penalty 3042.771722 = -990128.771311
  nChanged 10
		SP:Iteration 26Q (125462.480000 sec): 3 clusters
  Score: Raw -993175.963170 + Penalty 3042.771722 = -990133.191449
  nChanged 12
		SP:Iteration 27Q (125462.690000 sec): 3 clusters
  Score: Raw -993181.073884 + Penalty 3042.771722 = -990138.302163
  nChanged 9
		SP:Iteration 28Q (125462.890000 sec): 3 clusters
  Score: Raw -993185.599739 + Penalty 3042.771722 = -990142.828017
  nChanged 8
		SP:Iteration 29Q (125463.100000 sec): 3 clusters
  Score: Raw -993189.324247 + Penalty 3042.771722 = -990146.552526
  nChanged 8
		SP:Iteration 30Q (125463.390000 sec): 3 clusters
  Score: Raw -993192.586588 + Penalty 3042.771722 = -990149.814867
  nChanged 9
		SP:Iteration 31Q (125463.560000 sec): 3 clusters
  Score: Raw -993197.282920 + Penalty 3042.771722 = -990154.511198
  nChanged 13
		SP:Iteration 32Q (125463.810000 sec): 3 clusters
  Score: Raw -993204.403771 + Penalty 3042.771722 = -990161.632049
  nChanged 5
		SP:Iteration 33Q (125464.000000 sec): 3 clusters
  Score: Raw -993206.803872 + Penalty 3042.771722 = -990164.032151
  nChanged 2
		SP:Iteration 34Q (125464.190000 sec): 3 clusters
  Score: Raw -993208.031737 + Penalty 3042.771722 = -990165.260015
  nChanged 1
		SP:Iteration 35Q (125464.430000 sec): 3 clusters
  Score: Raw -993208.697259 + Penalty 3042.771722 = -990165.925537
  nChanged 1
		SP:Iteration 36Q (125464.640000 sec): 3 clusters
  Score: Raw -993209.050023 + Penalty 3042.771722 = -990166.278302
  nChanged 0
		SP:Iteration 37F (125464.840000 sec): 3 clusters
  Score: Raw -993209.050023 + Penalty 3042.771722 = -990166.278302
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 52 (14257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125465.050000 sec): 2 clusters
  Score: Raw -1200871.490839 + Penalty 1554.313035 = -1199317.177804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125465.350000 sec): 3 clusters
  Score: Raw -1192653.257215 + Penalty 3108.626070 = -1189544.631145
  nChanged 6279
		SP:Iteration 1F (125465.570000 sec): 3 clusters
  Score: Raw -1196182.927115 + Penalty 3108.626070 = -1193074.301045
  nChanged 851
		SP:Iteration 2F (125465.840000 sec): 3 clusters
  Score: Raw -1196581.500432 + Penalty 3108.626070 = -1193472.874362
  nChanged 752
		SP:Iteration 3F (125466.070000 sec): 3 clusters
  Score: Raw -1196961.260691 + Penalty 3108.626070 = -1193852.634621
  nChanged 759
		SP:Iteration 4F (125466.340000 sec): 3 clusters
  Score: Raw -1197402.609375 + Penalty 3108.626070 = -1194293.983304
  nChanged 808
		SP:Iteration 5F (125466.670000 sec): 3 clusters
  Score: Raw -1197948.517861 + Penalty 3108.626070 = -1194839.891790
  nChanged 822
		SP:Iteration 6F (125466.870000 sec): 3 clusters
  Score: Raw -1198485.592962 + Penalty 3108.626070 = -1195376.966891
  nChanged 751
		SP:Iteration 7F (125467.070000 sec): 3 clusters
  Score: Raw -1198993.272511 + Penalty 3108.626070 = -1195884.646441
  nChanged 693
		SP:Iteration 8Q (125467.320000 sec): 3 clusters
  Score: Raw -1199460.339015 + Penalty 3108.626070 = -1196351.712944
  nChanged 581
		SP:Iteration 9Q (125467.610000 sec): 3 clusters
  Score: Raw -1199832.091400 + Penalty 3108.626070 = -1196723.465329
  nChanged 526
		SP:Iteration 10Q (125467.860000 sec): 3 clusters
  Score: Raw -1200160.566504 + Penalty 3108.626070 = -1197051.940434
  nChanged 416
		SP:Iteration 11Q (125468.150000 sec): 3 clusters
  Score: Raw -1200410.347428 + Penalty 3108.626070 = -1197301.721358
  nChanged 340
		SP:Iteration 12Q (125468.430000 sec): 3 clusters
  Score: Raw -1200615.255021 + Penalty 3108.626070 = -1197506.628950
  nChanged 311
		SP:Iteration 13Q (125468.670000 sec): 3 clusters
  Score: Raw -1200763.890957 + Penalty 3108.626070 = -1197655.264886
  nChanged 241
		SP:Iteration 14Q (125468.940000 sec): 3 clusters
  Score: Raw -1200873.386235 + Penalty 3108.626070 = -1197764.760164
  nChanged 233
		SP:Iteration 15Q (125469.210000 sec): 3 clusters
  Score: Raw -1200972.336334 + Penalty 3108.626070 = -1197863.710264
  nChanged 180
		SP:Iteration 16Q (125469.470000 sec): 3 clusters
  Score: Raw -1201036.300960 + Penalty 3108.626070 = -1197927.674890
  nChanged 143
		SP:Iteration 17Q (125469.770000 sec): 3 clusters
  Score: Raw -1201078.038213 + Penalty 3108.626070 = -1197969.412142
  nChanged 113
		SP:Iteration 18Q (125470.010000 sec): 3 clusters
  Score: Raw -1201108.599737 + Penalty 3108.626070 = -1197999.973667
  nChanged 87
		SP:Iteration 19Q (125470.280000 sec): 3 clusters
  Score: Raw -1201135.869459 + Penalty 3108.626070 = -1198027.243388
  nChanged 76
		SP:Iteration 20F (125470.540000 sec): 3 clusters
  Score: Raw -1201160.217193 + Penalty 3108.626070 = -1198051.591123
  nChanged 77
		SP:Iteration 21Q (125470.810000 sec): 3 clusters
  Score: Raw -1201177.877018 + Penalty 3108.626070 = -1198069.250948
  nChanged 64
		SP:Iteration 22Q (125471.100000 sec): 3 clusters
  Score: Raw -1201189.911718 + Penalty 3108.626070 = -1198081.285647
  nChanged 60
		SP:Iteration 23Q (125471.310000 sec): 3 clusters
  Score: Raw -1201204.729140 + Penalty 3108.626070 = -1198096.103070
  nChanged 63
		SP:Iteration 24Q (125471.570000 sec): 3 clusters
  Score: Raw -1201220.269944 + Penalty 3108.626070 = -1198111.643873
  nChanged 61
		SP:Iteration 25Q (125471.880000 sec): 3 clusters
  Score: Raw -1201233.648453 + Penalty 3108.626070 = -1198125.022383
  nChanged 56
		SP:Iteration 26Q (125472.120000 sec): 3 clusters
  Score: Raw -1201247.257756 + Penalty 3108.626070 = -1198138.631686
  nChanged 67
		SP:Iteration 27Q (125472.420000 sec): 3 clusters
  Score: Raw -1201266.441553 + Penalty 3108.626070 = -1198157.815483
  nChanged 82
		SP:Iteration 28Q (125472.710000 sec): 3 clusters
  Score: Raw -1201288.260635 + Penalty 3108.626070 = -1198179.634564
  nChanged 75
		SP:Iteration 29Q (125472.950000 sec): 3 clusters
  Score: Raw -1201306.739653 + Penalty 3108.626070 = -1198198.113583
  nChanged 71
		SP:Iteration 30Q (125473.230000 sec): 3 clusters
  Score: Raw -1201323.776080 + Penalty 3108.626070 = -1198215.150010
  nChanged 78
		SP:Iteration 31Q (125473.490000 sec): 3 clusters
  Score: Raw -1201345.402487 + Penalty 3108.626070 = -1198236.776417
  nChanged 67
		SP:Iteration 32Q (125473.740000 sec): 3 clusters
  Score: Raw -1201365.066171 + Penalty 3108.626070 = -1198256.440101
  nChanged 61
		SP:Iteration 33Q (125473.990000 sec): 3 clusters
  Score: Raw -1201381.469102 + Penalty 3108.626070 = -1198272.843032
  nChanged 69
		SP:Iteration 34Q (125474.230000 sec): 3 clusters
  Score: Raw -1201399.586358 + Penalty 3108.626070 = -1198290.960288
  nChanged 62
		SP:Iteration 35Q (125474.500000 sec): 3 clusters
  Score: Raw -1201417.174295 + Penalty 3108.626070 = -1198308.548225
  nChanged 61
		SP:Iteration 36Q (125474.770000 sec): 3 clusters
  Score: Raw -1201431.154458 + Penalty 3108.626070 = -1198322.528388
  nChanged 54
		SP:Iteration 37Q (125475.020000 sec): 3 clusters
  Score: Raw -1201442.292885 + Penalty 3108.626070 = -1198333.666814
  nChanged 62
		SP:Iteration 38Q (125475.270000 sec): 3 clusters
  Score: Raw -1201453.579609 + Penalty 3108.626070 = -1198344.953539
  nChanged 42
		SP:Iteration 39Q (125475.520000 sec): 3 clusters
  Score: Raw -1201461.662799 + Penalty 3108.626070 = -1198353.036729
  nChanged 37
		SP:Iteration 40F (125475.770000 sec): 3 clusters
  Score: Raw -1201468.695037 + Penalty 3108.626070 = -1198360.068966
  nChanged 32
		SP:Iteration 41Q (125476.010000 sec): 3 clusters
  Score: Raw -1201474.173202 + Penalty 3108.626070 = -1198365.547132
  nChanged 24
		SP:Iteration 42Q (125476.270000 sec): 3 clusters
  Score: Raw -1201477.518890 + Penalty 3108.626070 = -1198368.892820
  nChanged 23
		SP:Iteration 43Q (125476.520000 sec): 3 clusters
  Score: Raw -1201480.725772 + Penalty 3108.626070 = -1198372.099702
  nChanged 17
		SP:Iteration 44Q (125476.770000 sec): 3 clusters
  Score: Raw -1201482.843730 + Penalty 3108.626070 = -1198374.217660
  nChanged 8
		SP:Iteration 45Q (125477.020000 sec): 3 clusters
  Score: Raw -1201483.769721 + Penalty 3108.626070 = -1198375.143651
  nChanged 13
		SP:Iteration 46Q (125477.270000 sec): 3 clusters
  Score: Raw -1201485.211701 + Penalty 3108.626070 = -1198376.585631
  nChanged 9
		SP:Iteration 47Q (125477.530000 sec): 3 clusters
  Score: Raw -1201486.192133 + Penalty 3108.626070 = -1198377.566062
  nChanged 5
		SP:Iteration 48Q (125477.790000 sec): 3 clusters
  Score: Raw -1201486.915615 + Penalty 3108.626070 = -1198378.289545
  nChanged 7
		SP:Iteration 49Q (125478.090000 sec): 3 clusters
  Score: Raw -1201487.677422 + Penalty 3108.626070 = -1198379.051352
  nChanged 9
		SP:Iteration 50Q (125478.300000 sec): 3 clusters
  Score: Raw -1201488.713280 + Penalty 3108.626070 = -1198380.087210
  nChanged 8
		SP:Iteration 51Q (125478.550000 sec): 3 clusters
  Score: Raw -1201489.470411 + Penalty 3108.626070 = -1198380.844341
  nChanged 6
		SP:Iteration 52Q (125478.840000 sec): 3 clusters
  Score: Raw -1201489.884186 + Penalty 3108.626070 = -1198381.258116
  nChanged 1
		SP:Iteration 53Q (125479.100000 sec): 3 clusters
  Score: Raw -1201489.951500 + Penalty 3108.626070 = -1198381.325430
  nChanged 0
		SP:Iteration 54F (125479.370000 sec): 3 clusters
  Score: Raw -1201489.951500 + Penalty 3108.626070 = -1198381.325430
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 53 (5844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125479.490000 sec): 2 clusters
  Score: Raw -473620.974513 + Penalty 1409.390251 = -472211.584263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125479.670000 sec): 3 clusters
  Score: Raw -470560.372758 + Penalty 2818.780501 = -467741.592257
  nChanged 2433
		SP:Iteration 1F (125479.820000 sec): 3 clusters
  Score: Raw -472062.224242 + Penalty 2818.780501 = -469243.443741
  nChanged 460
		SP:Iteration 2F (125479.980000 sec): 3 clusters
  Score: Raw -472351.933173 + Penalty 2818.780501 = -469533.152672
  nChanged 359
		SP:Iteration 3F (125480.130000 sec): 3 clusters
  Score: Raw -472582.960717 + Penalty 2818.780501 = -469764.180216
  nChanged 309
		SP:Iteration 4F (125480.290000 sec): 3 clusters
  Score: Raw -472766.719724 + Penalty 2818.780501 = -469947.939223
  nChanged 251
		SP:Iteration 5Q (125480.450000 sec): 3 clusters
  Score: Raw -472904.712405 + Penalty 2818.780501 = -470085.931904
  nChanged 214
		SP:Iteration 6Q (125480.620000 sec): 3 clusters
  Score: Raw -473039.418023 + Penalty 2818.780501 = -470220.637522
  nChanged 201
		SP:Iteration 7Q (125480.810000 sec): 3 clusters
  Score: Raw -473159.330933 + Penalty 2818.780501 = -470340.550432
  nChanged 179
		SP:Iteration 8Q (125480.970000 sec): 3 clusters
  Score: Raw -473276.065791 + Penalty 2818.780501 = -470457.285290
  nChanged 148
		SP:Iteration 9Q (125481.120000 sec): 3 clusters
  Score: Raw -473368.752426 + Penalty 2818.780501 = -470549.971925
  nChanged 130
		SP:Iteration 10Q (125481.280000 sec): 3 clusters
  Score: Raw -473452.275715 + Penalty 2818.780501 = -470633.495214
  nChanged 136
		SP:Iteration 11Q (125481.440000 sec): 3 clusters
  Score: Raw -473546.911401 + Penalty 2818.780501 = -470728.130900
  nChanged 130
		SP:Iteration 12Q (125481.590000 sec): 3 clusters
  Score: Raw -473645.124961 + Penalty 2818.780501 = -470826.344460
  nChanged 99
		SP:Iteration 13Q (125481.740000 sec): 3 clusters
  Score: Raw -473720.023227 + Penalty 2818.780501 = -470901.242726
  nChanged 86
		SP:Iteration 14Q (125481.900000 sec): 3 clusters
  Score: Raw -473772.831881 + Penalty 2818.780501 = -470954.051380
  nChanged 70
		SP:Iteration 15Q (125482.080000 sec): 3 clusters
  Score: Raw -473808.742693 + Penalty 2818.780501 = -470989.962192
  nChanged 51
		SP:Iteration 16Q (125482.240000 sec): 3 clusters
  Score: Raw -473838.598496 + Penalty 2818.780501 = -471019.817995
  nChanged 51
		SP:Iteration 17Q (125482.410000 sec): 3 clusters
  Score: Raw -473872.792642 + Penalty 2818.780501 = -471054.012141
  nChanged 45
		SP:Iteration 18Q (125482.540000 sec): 3 clusters
  Score: Raw -473897.571258 + Penalty 2818.780501 = -471078.790757
  nChanged 35
		SP:Iteration 19Q (125482.700000 sec): 3 clusters
  Score: Raw -473916.355253 + Penalty 2818.780501 = -471097.574752
  nChanged 30
		SP:Iteration 20F (125482.850000 sec): 3 clusters
  Score: Raw -473932.170859 + Penalty 2818.780501 = -471113.390358
  nChanged 27
		SP:Iteration 21Q (125483.000000 sec): 3 clusters
  Score: Raw -473948.302128 + Penalty 2818.780501 = -471129.521627
  nChanged 22
		SP:Iteration 22Q (125483.200000 sec): 3 clusters
  Score: Raw -473959.411637 + Penalty 2818.780501 = -471140.631136
  nChanged 10
		SP:Iteration 23Q (125483.320000 sec): 3 clusters
  Score: Raw -473962.553984 + Penalty 2818.780501 = -471143.773483
  nChanged 8
		SP:Iteration 24Q (125483.510000 sec): 3 clusters
  Score: Raw -473965.874269 + Penalty 2818.780501 = -471147.093767
  nChanged 9
		SP:Iteration 25Q (125483.660000 sec): 3 clusters
  Score: Raw -473970.133282 + Penalty 2818.780501 = -471151.352781
  nChanged 7
		SP:Iteration 26Q (125483.860000 sec): 3 clusters
  Score: Raw -473971.799458 + Penalty 2818.780501 = -471153.018956
  nChanged 3
		SP:Iteration 27Q (125484.060000 sec): 3 clusters
  Score: Raw -473972.908822 + Penalty 2818.780501 = -471154.128321
  nChanged 3
		SP:Iteration 28Q (125484.220000 sec): 3 clusters
  Score: Raw -473974.890542 + Penalty 2818.780501 = -471156.110041
  nChanged 3
		SP:Iteration 29Q (125484.400000 sec): 3 clusters
  Score: Raw -473975.748319 + Penalty 2818.780501 = -471156.967817
  nChanged 2
		SP:Iteration 30Q (125484.630000 sec): 3 clusters
  Score: Raw -473976.412020 + Penalty 2818.780501 = -471157.631519
  nChanged 1
		SP:Iteration 31Q (125484.800000 sec): 3 clusters
  Score: Raw -473976.829652 + Penalty 2818.780501 = -471158.049151
  nChanged 2
		SP:Iteration 32Q (125484.960000 sec): 3 clusters
  Score: Raw -473977.228643 + Penalty 2818.780501 = -471158.448142
  nChanged 0
		SP:Iteration 33F (125485.110000 sec): 3 clusters
  Score: Raw -473977.228643 + Penalty 2818.780501 = -471158.448142
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 54 (25830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125485.340000 sec): 2 clusters
  Score: Raw -2112799.718087 + Penalty 1650.884931 = -2111148.833155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125485.700000 sec): 3 clusters
  Score: Raw -2096894.133403 + Penalty 3301.769863 = -2093592.363540
  nChanged 11883
		SP:Iteration 1F (125486.050000 sec): 3 clusters
  Score: Raw -2103577.897005 + Penalty 3301.769863 = -2100276.127142
  nChanged 1340
		SP:Iteration 2F (125486.410000 sec): 3 clusters
  Score: Raw -2104112.860690 + Penalty 3301.769863 = -2100811.090827
  nChanged 1312
		SP:Iteration 3F (125486.760000 sec): 3 clusters
  Score: Raw -2104800.280006 + Penalty 3301.769863 = -2101498.510143
  nChanged 1433
		SP:Iteration 4F (125487.110000 sec): 3 clusters
  Score: Raw -2105709.632321 + Penalty 3301.769863 = -2102407.862458
  nChanged 1632
		SP:Iteration 5F (125487.430000 sec): 3 clusters
  Score: Raw -2106835.330416 + Penalty 3301.769863 = -2103533.560553
  nChanged 1706
		SP:Iteration 6F (125487.750000 sec): 3 clusters
  Score: Raw -2108025.350570 + Penalty 3301.769863 = -2104723.580707
  nChanged 1589
		SP:Iteration 7F (125488.070000 sec): 3 clusters
  Score: Raw -2108959.422817 + Penalty 3301.769863 = -2105657.652954
  nChanged 1338
		SP:Iteration 8F (125488.390000 sec): 3 clusters
  Score: Raw -2109593.464223 + Penalty 3301.769863 = -2106291.694360
  nChanged 1038
		SP:Iteration 9Q (125488.710000 sec): 3 clusters
  Score: Raw -2109978.175792 + Penalty 3301.769863 = -2106676.405929
  nChanged 787
		SP:Iteration 10Q (125489.030000 sec): 3 clusters
  Score: Raw -2110254.477684 + Penalty 3301.769863 = -2106952.707821
  nChanged 710
		SP:Iteration 11Q (125489.370000 sec): 3 clusters
  Score: Raw -2110519.643526 + Penalty 3301.769863 = -2107217.873663
  nChanged 635
		SP:Iteration 12Q (125489.690000 sec): 3 clusters
  Score: Raw -2110754.395123 + Penalty 3301.769863 = -2107452.625260
  nChanged 582
		SP:Iteration 13Q (125490.040000 sec): 3 clusters
  Score: Raw -2110957.712261 + Penalty 3301.769863 = -2107655.942398
  nChanged 541
		SP:Iteration 14Q (125490.370000 sec): 3 clusters
  Score: Raw -2111125.374712 + Penalty 3301.769863 = -2107823.604849
  nChanged 481
		SP:Iteration 15Q (125490.690000 sec): 3 clusters
  Score: Raw -2111262.742235 + Penalty 3301.769863 = -2107960.972372
  nChanged 450
		SP:Iteration 16Q (125491.040000 sec): 3 clusters
  Score: Raw -2111390.201540 + Penalty 3301.769863 = -2108088.431677
  nChanged 391
		SP:Iteration 17Q (125491.350000 sec): 3 clusters
  Score: Raw -2111497.049197 + Penalty 3301.769863 = -2108195.279334
  nChanged 353
		SP:Iteration 18Q (125491.710000 sec): 3 clusters
  Score: Raw -2111599.913676 + Penalty 3301.769863 = -2108298.143813
  nChanged 316
		SP:Iteration 19Q (125492.060000 sec): 3 clusters
  Score: Raw -2111684.569131 + Penalty 3301.769863 = -2108382.799268
  nChanged 290
		SP:Iteration 20F (125492.450000 sec): 3 clusters
  Score: Raw -2111750.831830 + Penalty 3301.769863 = -2108449.061967
  nChanged 252
		SP:Iteration 21Q (125492.760000 sec): 3 clusters
  Score: Raw -2111802.909551 + Penalty 3301.769863 = -2108501.139688
  nChanged 226
		SP:Iteration 22Q (125493.150000 sec): 3 clusters
  Score: Raw -2111845.013377 + Penalty 3301.769863 = -2108543.243514
  nChanged 221
		SP:Iteration 23Q (125493.490000 sec): 3 clusters
  Score: Raw -2111883.939903 + Penalty 3301.769863 = -2108582.170040
  nChanged 183
		SP:Iteration 24Q (125493.850000 sec): 3 clusters
  Score: Raw -2111907.960641 + Penalty 3301.769863 = -2108606.190778
  nChanged 144
		SP:Iteration 25Q (125494.210000 sec): 3 clusters
  Score: Raw -2111926.599947 + Penalty 3301.769863 = -2108624.830084
  nChanged 109
		SP:Iteration 26Q (125494.550000 sec): 3 clusters
  Score: Raw -2111939.538879 + Penalty 3301.769863 = -2108637.769016
  nChanged 95
		SP:Iteration 27Q (125494.870000 sec): 3 clusters
  Score: Raw -2111950.730939 + Penalty 3301.769863 = -2108648.961076
  nChanged 85
		SP:Iteration 28Q (125495.190000 sec): 3 clusters
  Score: Raw -2111958.918340 + Penalty 3301.769863 = -2108657.148477
  nChanged 63
		SP:Iteration 29Q (125495.540000 sec): 3 clusters
  Score: Raw -2111964.865481 + Penalty 3301.769863 = -2108663.095618
  nChanged 63
		SP:Iteration 30Q (125495.870000 sec): 3 clusters
  Score: Raw -2111970.507199 + Penalty 3301.769863 = -2108668.737336
  nChanged 53
		SP:Iteration 31Q (125496.210000 sec): 3 clusters
  Score: Raw -2111974.859263 + Penalty 3301.769863 = -2108673.089400
  nChanged 60
		SP:Iteration 32Q (125496.490000 sec): 3 clusters
  Score: Raw -2111980.856331 + Penalty 3301.769863 = -2108679.086468
  nChanged 56
		SP:Iteration 33Q (125496.790000 sec): 3 clusters
  Score: Raw -2111987.297665 + Penalty 3301.769863 = -2108685.527802
  nChanged 71
		SP:Iteration 34Q (125497.110000 sec): 3 clusters
  Score: Raw -2111994.481125 + Penalty 3301.769863 = -2108692.711262
  nChanged 53
		SP:Iteration 35Q (125497.450000 sec): 3 clusters
  Score: Raw -2111999.118964 + Penalty 3301.769863 = -2108697.349101
  nChanged 53
		SP:Iteration 36Q (125497.780000 sec): 3 clusters
  Score: Raw -2112004.543056 + Penalty 3301.769863 = -2108702.773193
  nChanged 54
		SP:Iteration 37Q (125498.080000 sec): 3 clusters
  Score: Raw -2112008.770319 + Penalty 3301.769863 = -2108707.000456
  nChanged 57
		SP:Iteration 38Q (125498.420000 sec): 3 clusters
  Score: Raw -2112014.210342 + Penalty 3301.769863 = -2108712.440479
  nChanged 56
		SP:Iteration 39Q (125498.770000 sec): 3 clusters
  Score: Raw -2112020.321844 + Penalty 3301.769863 = -2108718.551981
  nChanged 71
		SP:Iteration 40F (125499.110000 sec): 3 clusters
  Score: Raw -2112028.599368 + Penalty 3301.769863 = -2108726.829505
  nChanged 79
		SP:Iteration 41Q (125499.450000 sec): 3 clusters
  Score: Raw -2112037.970308 + Penalty 3301.769863 = -2108736.200445
  nChanged 89
		SP:Iteration 42Q (125499.820000 sec): 3 clusters
  Score: Raw -2112047.966145 + Penalty 3301.769863 = -2108746.196282
  nChanged 91
		SP:Iteration 43Q (125500.160000 sec): 3 clusters
  Score: Raw -2112058.235416 + Penalty 3301.769863 = -2108756.465553
  nChanged 86
		SP:Iteration 44Q (125500.510000 sec): 3 clusters
  Score: Raw -2112066.407349 + Penalty 3301.769863 = -2108764.637486
  nChanged 75
		SP:Iteration 45Q (125500.830000 sec): 3 clusters
  Score: Raw -2112074.410601 + Penalty 3301.769863 = -2108772.640738
  nChanged 66
		SP:Iteration 46Q (125501.150000 sec): 3 clusters
  Score: Raw -2112081.596394 + Penalty 3301.769863 = -2108779.826531
  nChanged 66
		SP:Iteration 47Q (125501.470000 sec): 3 clusters
  Score: Raw -2112087.656196 + Penalty 3301.769863 = -2108785.886333
  nChanged 67
		SP:Iteration 48Q (125501.800000 sec): 3 clusters
  Score: Raw -2112095.201294 + Penalty 3301.769863 = -2108793.431431
  nChanged 66
		SP:Iteration 49Q (125502.080000 sec): 3 clusters
  Score: Raw -2112102.324966 + Penalty 3301.769863 = -2108800.555103
  nChanged 74
		SP:Iteration 50Q (125502.430000 sec): 3 clusters
  Score: Raw -2112110.633963 + Penalty 3301.769863 = -2108808.864100
  nChanged 76
		SP:Iteration 51Q (125502.780000 sec): 3 clusters
  Score: Raw -2112120.976291 + Penalty 3301.769863 = -2108819.206428
  nChanged 90
		SP:Iteration 52Q (125503.070000 sec): 3 clusters
  Score: Raw -2112133.649474 + Penalty 3301.769863 = -2108831.879611
  nChanged 96
		SP:Iteration 53Q (125503.390000 sec): 3 clusters
  Score: Raw -2112146.382029 + Penalty 3301.769863 = -2108844.612166
  nChanged 100
		SP:Iteration 54Q (125503.750000 sec): 3 clusters
  Score: Raw -2112162.306102 + Penalty 3301.769863 = -2108860.536239
  nChanged 100
		SP:Iteration 55Q (125504.110000 sec): 3 clusters
  Score: Raw -2112179.500193 + Penalty 3301.769863 = -2108877.730330
  nChanged 123
		SP:Iteration 56Q (125504.430000 sec): 3 clusters
  Score: Raw -2112199.378999 + Penalty 3301.769863 = -2108897.609136
  nChanged 116
		SP:Iteration 57Q (125504.780000 sec): 3 clusters
  Score: Raw -2112218.085372 + Penalty 3301.769863 = -2108916.315509
  nChanged 120
		SP:Iteration 58Q (125505.100000 sec): 3 clusters
  Score: Raw -2112236.351497 + Penalty 3301.769863 = -2108934.581634
  nChanged 118
		SP:Iteration 59Q (125505.410000 sec): 3 clusters
  Score: Raw -2112251.880843 + Penalty 3301.769863 = -2108950.110980
  nChanged 113
		SP:Iteration 60F (125505.730000 sec): 3 clusters
  Score: Raw -2112265.241552 + Penalty 3301.769863 = -2108963.471689
  nChanged 99
		SP:Iteration 61Q (125506.050000 sec): 3 clusters
  Score: Raw -2112275.810996 + Penalty 3301.769863 = -2108974.041133
  nChanged 93
		SP:Iteration 62Q (125506.350000 sec): 3 clusters
  Score: Raw -2112286.520426 + Penalty 3301.769863 = -2108984.750563
  nChanged 97
		SP:Iteration 63Q (125506.670000 sec): 3 clusters
  Score: Raw -2112298.376254 + Penalty 3301.769863 = -2108996.606391
  nChanged 91
		SP:Iteration 64Q (125507.000000 sec): 3 clusters
  Score: Raw -2112307.549728 + Penalty 3301.769863 = -2109005.779865
  nChanged 77
		SP:Iteration 65Q (125507.320000 sec): 3 clusters
  Score: Raw -2112314.303914 + Penalty 3301.769863 = -2109012.534051
  nChanged 67
		SP:Iteration 66Q (125507.630000 sec): 3 clusters
  Score: Raw -2112320.902223 + Penalty 3301.769863 = -2109019.132360
  nChanged 83
		SP:Iteration 67Q (125507.950000 sec): 3 clusters
  Score: Raw -2112329.831554 + Penalty 3301.769863 = -2109028.061691
  nChanged 87
		SP:Iteration 68Q (125508.270000 sec): 3 clusters
  Score: Raw -2112339.848876 + Penalty 3301.769863 = -2109038.079013
  nChanged 82
		SP:Iteration 69Q (125508.580000 sec): 3 clusters
  Score: Raw -2112349.138624 + Penalty 3301.769863 = -2109047.368761
  nChanged 80
		SP:Iteration 70Q (125508.970000 sec): 3 clusters
  Score: Raw -2112358.538426 + Penalty 3301.769863 = -2109056.768563
  nChanged 98
		SP:Iteration 71Q (125509.260000 sec): 3 clusters
  Score: Raw -2112371.980505 + Penalty 3301.769863 = -2109070.210643
  nChanged 92
		SP:Iteration 72Q (125509.540000 sec): 3 clusters
  Score: Raw -2112388.385111 + Penalty 3301.769863 = -2109086.615248
  nChanged 106
		SP:Iteration 73Q (125509.830000 sec): 3 clusters
  Score: Raw -2112408.726643 + Penalty 3301.769863 = -2109106.956780
  nChanged 129
		SP:Iteration 74Q (125510.180000 sec): 3 clusters
  Score: Raw -2112432.701918 + Penalty 3301.769863 = -2109130.932055
  nChanged 148
		SP:Iteration 75Q (125510.490000 sec): 3 clusters
  Score: Raw -2112460.064346 + Penalty 3301.769863 = -2109158.294483
  nChanged 151
		SP:Iteration 76Q (125510.790000 sec): 3 clusters
  Score: Raw -2112491.586767 + Penalty 3301.769863 = -2109189.816904
  nChanged 140
		SP:Iteration 77Q (125511.140000 sec): 3 clusters
  Score: Raw -2112523.380448 + Penalty 3301.769863 = -2109221.610585
  nChanged 132
		SP:Iteration 78Q (125511.500000 sec): 3 clusters
  Score: Raw -2112551.296514 + Penalty 3301.769863 = -2109249.526651
  nChanged 137
		SP:Iteration 79Q (125511.820000 sec): 3 clusters
  Score: Raw -2112583.442273 + Penalty 3301.769863 = -2109281.672410
  nChanged 154
		SP:Iteration 80F (125512.120000 sec): 3 clusters
  Score: Raw -2112618.949711 + Penalty 3301.769863 = -2109317.179848
  nChanged 171
		SP:Iteration 81Q (125512.480000 sec): 3 clusters
  Score: Raw -2112656.372348 + Penalty 3301.769863 = -2109354.602485
  nChanged 168
		SP:Iteration 82Q (125512.750000 sec): 3 clusters
  Score: Raw -2112693.457455 + Penalty 3301.769863 = -2109391.687592
  nChanged 175
		SP:Iteration 83Q (125513.100000 sec): 3 clusters
  Score: Raw -2112729.092865 + Penalty 3301.769863 = -2109427.323002
  nChanged 176
		SP:Iteration 84Q (125513.450000 sec): 3 clusters
  Score: Raw -2112763.365903 + Penalty 3301.769863 = -2109461.596040
  nChanged 175
		SP:Iteration 85Q (125513.790000 sec): 3 clusters
  Score: Raw -2112793.863082 + Penalty 3301.769863 = -2109492.093219
  nChanged 146
		SP:Iteration 86Q (125514.110000 sec): 3 clusters
  Score: Raw -2112818.465737 + Penalty 3301.769863 = -2109516.695874
  nChanged 149
		SP:Iteration 87Q (125514.450000 sec): 3 clusters
  Score: Raw -2112844.609625 + Penalty 3301.769863 = -2109542.839762
  nChanged 160
		SP:Iteration 88Q (125514.810000 sec): 3 clusters
  Score: Raw -2112874.765142 + Penalty 3301.769863 = -2109572.995279
  nChanged 159
		SP:Iteration 89Q (125515.120000 sec): 3 clusters
  Score: Raw -2112905.692600 + Penalty 3301.769863 = -2109603.922737
  nChanged 170
		SP:Iteration 90Q (125515.430000 sec): 3 clusters
  Score: Raw -2112938.891045 + Penalty 3301.769863 = -2109637.121182
  nChanged 154
		SP:Iteration 91Q (125515.780000 sec): 3 clusters
  Score: Raw -2112966.464508 + Penalty 3301.769863 = -2109664.694645
  nChanged 161
		SP:Iteration 92Q (125516.130000 sec): 3 clusters
  Score: Raw -2112994.353972 + Penalty 3301.769863 = -2109692.584109
  nChanged 153
		SP:Iteration 93Q (125516.480000 sec): 3 clusters
  Score: Raw -2113020.828914 + Penalty 3301.769863 = -2109719.059051
  nChanged 139
		SP:Iteration 94Q (125516.750000 sec): 3 clusters
  Score: Raw -2113045.686355 + Penalty 3301.769863 = -2109743.916492
  nChanged 135
		SP:Iteration 95Q (125517.090000 sec): 3 clusters
  Score: Raw -2113069.924712 + Penalty 3301.769863 = -2109768.154849
  nChanged 138
		SP:Iteration 96Q (125517.420000 sec): 3 clusters
  Score: Raw -2113095.233326 + Penalty 3301.769863 = -2109793.463463
  nChanged 145
		SP:Iteration 97Q (125517.710000 sec): 3 clusters
  Score: Raw -2113124.317700 + Penalty 3301.769863 = -2109822.547837
  nChanged 158
		SP:Iteration 98Q (125518.030000 sec): 3 clusters
  Score: Raw -2113155.497611 + Penalty 3301.769863 = -2109853.727748
  nChanged 158
		SP:Iteration 99Q (125518.380000 sec): 3 clusters
  Score: Raw -2113191.124870 + Penalty 3301.769863 = -2109889.355007
  nChanged 151
		SP:Iteration 100F (125518.730000 sec): 3 clusters
  Score: Raw -2113220.224949 + Penalty 3301.769863 = -2109918.455086
  nChanged 122
		SP:Iteration 101Q (125519.030000 sec): 3 clusters
  Score: Raw -2113243.765086 + Penalty 3301.769863 = -2109941.995223
  nChanged 136
		SP:Iteration 102Q (125519.370000 sec): 3 clusters
  Score: Raw -2113270.155863 + Penalty 3301.769863 = -2109968.386001
  nChanged 125
		SP:Iteration 103Q (125519.730000 sec): 3 clusters
  Score: Raw -2113291.102130 + Penalty 3301.769863 = -2109989.332267
  nChanged 110
		SP:Iteration 104Q (125520.090000 sec): 3 clusters
  Score: Raw -2113316.071396 + Penalty 3301.769863 = -2110014.301533
  nChanged 124
		SP:Iteration 105Q (125520.430000 sec): 3 clusters
  Score: Raw -2113344.006171 + Penalty 3301.769863 = -2110042.236308
  nChanged 137
		SP:Iteration 106Q (125520.770000 sec): 3 clusters
  Score: Raw -2113375.088962 + Penalty 3301.769863 = -2110073.319099
  nChanged 126
		SP:Iteration 107Q (125521.110000 sec): 3 clusters
  Score: Raw -2113400.047088 + Penalty 3301.769863 = -2110098.277225
  nChanged 119
		SP:Iteration 108Q (125521.470000 sec): 3 clusters
  Score: Raw -2113425.368313 + Penalty 3301.769863 = -2110123.598450
  nChanged 114
		SP:Iteration 109Q (125521.810000 sec): 3 clusters
  Score: Raw -2113445.373154 + Penalty 3301.769863 = -2110143.603291
  nChanged 92
		SP:Iteration 110Q (125522.150000 sec): 3 clusters
  Score: Raw -2113464.190045 + Penalty 3301.769863 = -2110162.420182
  nChanged 105
		SP:Iteration 111Q (125522.480000 sec): 3 clusters
  Score: Raw -2113487.316319 + Penalty 3301.769863 = -2110185.546456
  nChanged 107
		SP:Iteration 112Q (125522.830000 sec): 3 clusters
  Score: Raw -2113510.244063 + Penalty 3301.769863 = -2110208.474200
  nChanged 89
		SP:Iteration 113Q (125523.160000 sec): 3 clusters
  Score: Raw -2113529.210342 + Penalty 3301.769863 = -2110227.440479
  nChanged 74
		SP:Iteration 114Q (125523.510000 sec): 3 clusters
  Score: Raw -2113544.916118 + Penalty 3301.769863 = -2110243.146255
  nChanged 89
		SP:Iteration 115Q (125523.880000 sec): 3 clusters
  Score: Raw -2113561.002944 + Penalty 3301.769863 = -2110259.233081
  nChanged 82
		SP:Iteration 116Q (125524.220000 sec): 3 clusters
  Score: Raw -2113579.409865 + Penalty 3301.769863 = -2110277.640002
  nChanged 87
		SP:Iteration 117Q (125524.580000 sec): 3 clusters
  Score: Raw -2113601.439557 + Penalty 3301.769863 = -2110299.669695
  nChanged 82
		SP:Iteration 118Q (125524.940000 sec): 3 clusters
  Score: Raw -2113621.720028 + Penalty 3301.769863 = -2110319.950165
  nChanged 76
		SP:Iteration 119Q (125525.250000 sec): 3 clusters
  Score: Raw -2113637.522544 + Penalty 3301.769863 = -2110335.752681
  nChanged 69
		SP:Iteration 120F (125525.660000 sec): 3 clusters
  Score: Raw -2113649.421065 + Penalty 3301.769863 = -2110347.651202
  nChanged 51
		SP:Iteration 121Q (125525.920000 sec): 3 clusters
  Score: Raw -2113660.838542 + Penalty 3301.769863 = -2110359.068679
  nChanged 46
		SP:Iteration 122Q (125526.210000 sec): 3 clusters
  Score: Raw -2113669.556051 + Penalty 3301.769863 = -2110367.786188
  nChanged 46
		SP:Iteration 123Q (125526.560000 sec): 3 clusters
  Score: Raw -2113678.620539 + Penalty 3301.769863 = -2110376.850676
  nChanged 59
		SP:Iteration 124Q (125526.920000 sec): 3 clusters
  Score: Raw -2113689.741505 + Penalty 3301.769863 = -2110387.971642
  nChanged 45
		SP:Iteration 125Q (125527.200000 sec): 3 clusters
  Score: Raw -2113695.989454 + Penalty 3301.769863 = -2110394.219591
  nChanged 38
		SP:Iteration 126Q (125527.520000 sec): 3 clusters
  Score: Raw -2113702.685825 + Penalty 3301.769863 = -2110400.915962
  nChanged 37
		SP:Iteration 127Q (125527.840000 sec): 3 clusters
  Score: Raw -2113708.326485 + Penalty 3301.769863 = -2110406.556622
  nChanged 36
		SP:Iteration 128Q (125528.170000 sec): 3 clusters
  Score: Raw -2113715.420480 + Penalty 3301.769863 = -2110413.650617
  nChanged 31
		SP:Iteration 129Q (125528.490000 sec): 3 clusters
  Score: Raw -2113720.908240 + Penalty 3301.769863 = -2110419.138377
  nChanged 33
		SP:Iteration 130Q (125528.820000 sec): 3 clusters
  Score: Raw -2113727.573712 + Penalty 3301.769863 = -2110425.803849
  nChanged 27
		SP:Iteration 131Q (125529.170000 sec): 3 clusters
  Score: Raw -2113731.664578 + Penalty 3301.769863 = -2110429.894715
  nChanged 19
		SP:Iteration 132Q (125529.520000 sec): 3 clusters
  Score: Raw -2113735.748594 + Penalty 3301.769863 = -2110433.978731
  nChanged 33
		SP:Iteration 133Q (125529.860000 sec): 3 clusters
  Score: Raw -2113742.700677 + Penalty 3301.769863 = -2110440.930814
  nChanged 31
		SP:Iteration 134Q (125530.160000 sec): 3 clusters
  Score: Raw -2113749.990226 + Penalty 3301.769863 = -2110448.220363
  nChanged 34
		SP:Iteration 135Q (125530.450000 sec): 3 clusters
  Score: Raw -2113757.272781 + Penalty 3301.769863 = -2110455.502918
  nChanged 42
		SP:Iteration 136Q (125530.750000 sec): 3 clusters
  Score: Raw -2113766.239217 + Penalty 3301.769863 = -2110464.469354
  nChanged 32
		SP:Iteration 137Q (125531.060000 sec): 3 clusters
  Score: Raw -2113774.553278 + Penalty 3301.769863 = -2110472.783415
  nChanged 34
		SP:Iteration 138Q (125531.360000 sec): 3 clusters
  Score: Raw -2113781.230659 + Penalty 3301.769863 = -2110479.460796
  nChanged 44
		SP:Iteration 139Q (125531.660000 sec): 3 clusters
  Score: Raw -2113791.268512 + Penalty 3301.769863 = -2110489.498649
  nChanged 47
		SP:Iteration 140F (125532.020000 sec): 3 clusters
  Score: Raw -2113801.724463 + Penalty 3301.769863 = -2110499.954600
  nChanged 43
		SP:Iteration 141Q (125532.320000 sec): 3 clusters
  Score: Raw -2113809.847173 + Penalty 3301.769863 = -2110508.077310
  nChanged 38
		SP:Iteration 142Q (125532.680000 sec): 3 clusters
  Score: Raw -2113815.601309 + Penalty 3301.769863 = -2110513.831446
  nChanged 30
		SP:Iteration 143Q (125533.020000 sec): 3 clusters
  Score: Raw -2113820.459040 + Penalty 3301.769863 = -2110518.689177
  nChanged 27
		SP:Iteration 144Q (125533.310000 sec): 3 clusters
  Score: Raw -2113824.311819 + Penalty 3301.769863 = -2110522.541956
  nChanged 25
		SP:Iteration 145Q (125533.590000 sec): 3 clusters
  Score: Raw -2113827.876999 + Penalty 3301.769863 = -2110526.107137
  nChanged 20
		SP:Iteration 146Q (125533.880000 sec): 3 clusters
  Score: Raw -2113831.231189 + Penalty 3301.769863 = -2110529.461326
  nChanged 20
		SP:Iteration 147Q (125534.200000 sec): 3 clusters
  Score: Raw -2113834.033439 + Penalty 3301.769863 = -2110532.263576
  nChanged 14
		SP:Iteration 148Q (125534.520000 sec): 3 clusters
  Score: Raw -2113836.334296 + Penalty 3301.769863 = -2110534.564433
  nChanged 13
		SP:Iteration 149Q (125534.800000 sec): 3 clusters
  Score: Raw -2113838.949500 + Penalty 3301.769863 = -2110537.179637
  nChanged 15
		SP:Iteration 150Q (125535.090000 sec): 3 clusters
  Score: Raw -2113841.221790 + Penalty 3301.769863 = -2110539.451927
  nChanged 14
		SP:Iteration 151Q (125535.370000 sec): 3 clusters
  Score: Raw -2113844.202841 + Penalty 3301.769863 = -2110542.432978
  nChanged 23
		SP:Iteration 152Q (125535.660000 sec): 3 clusters
  Score: Raw -2113848.111447 + Penalty 3301.769863 = -2110546.341584
  nChanged 13
		SP:Iteration 153Q (125535.980000 sec): 3 clusters
  Score: Raw -2113849.899639 + Penalty 3301.769863 = -2110548.129776
  nChanged 14
		SP:Iteration 154Q (125536.300000 sec): 3 clusters
  Score: Raw -2113852.063963 + Penalty 3301.769863 = -2110550.294100
  nChanged 11
		SP:Iteration 155Q (125536.650000 sec): 3 clusters
  Score: Raw -2113854.413873 + Penalty 3301.769863 = -2110552.644010
  nChanged 11
		SP:Iteration 156Q (125536.940000 sec): 3 clusters
  Score: Raw -2113856.665976 + Penalty 3301.769863 = -2110554.896113
  nChanged 22
		SP:Iteration 157Q (125537.290000 sec): 3 clusters
  Score: Raw -2113860.206137 + Penalty 3301.769863 = -2110558.436274
  nChanged 21
		SP:Iteration 158Q (125537.630000 sec): 3 clusters
  Score: Raw -2113863.557784 + Penalty 3301.769863 = -2110561.787921
  nChanged 15
		SP:Iteration 159Q (125537.920000 sec): 3 clusters
  Score: Raw -2113865.634388 + Penalty 3301.769863 = -2110563.864525
  nChanged 11
		SP:Iteration 160F (125538.270000 sec): 3 clusters
  Score: Raw -2113867.236057 + Penalty 3301.769863 = -2110565.466194
  nChanged 12
		SP:Iteration 161Q (125538.630000 sec): 3 clusters
  Score: Raw -2113869.190869 + Penalty 3301.769863 = -2110567.421006
  nChanged 11
		SP:Iteration 162Q (125538.930000 sec): 3 clusters
  Score: Raw -2113871.570119 + Penalty 3301.769863 = -2110569.800256
  nChanged 13
		SP:Iteration 163Q (125539.250000 sec): 3 clusters
  Score: Raw -2113873.597467 + Penalty 3301.769863 = -2110571.827604
  nChanged 11
		SP:Iteration 164Q (125539.600000 sec): 3 clusters
  Score: Raw -2113874.763361 + Penalty 3301.769863 = -2110572.993498
  nChanged 7
		SP:Iteration 165Q (125539.880000 sec): 3 clusters
  Score: Raw -2113875.375953 + Penalty 3301.769863 = -2110573.606090
  nChanged 6
		SP:Iteration 166Q (125540.240000 sec): 3 clusters
  Score: Raw -2113875.943951 + Penalty 3301.769863 = -2110574.174088
  nChanged 3
		SP:Iteration 167Q (125540.630000 sec): 3 clusters
  Score: Raw -2113876.167647 + Penalty 3301.769863 = -2110574.397784
  nChanged 2
		SP:Iteration 168Q (125540.920000 sec): 3 clusters
  Score: Raw -2113876.409904 + Penalty 3301.769863 = -2110574.640041
  nChanged 2
		SP:Iteration 169Q (125541.190000 sec): 3 clusters
  Score: Raw -2113876.647415 + Penalty 3301.769863 = -2110574.877552
  nChanged 3
		SP:Iteration 170Q (125541.520000 sec): 3 clusters
  Score: Raw -2113876.884349 + Penalty 3301.769863 = -2110575.114486
  nChanged 3
		SP:Iteration 171Q (125541.840000 sec): 3 clusters
  Score: Raw -2113877.306787 + Penalty 3301.769863 = -2110575.536924
  nChanged 7
		SP:Iteration 172Q (125542.190000 sec): 3 clusters
  Score: Raw -2113878.474360 + Penalty 3301.769863 = -2110576.704497
  nChanged 8
		SP:Iteration 173Q (125542.460000 sec): 3 clusters
  Score: Raw -2113879.345657 + Penalty 3301.769863 = -2110577.575794
  nChanged 4
		SP:Iteration 174Q (125542.810000 sec): 3 clusters
  Score: Raw -2113879.658472 + Penalty 3301.769863 = -2110577.888609
  nChanged 3
		SP:Iteration 175Q (125543.210000 sec): 3 clusters
  Score: Raw -2113879.837522 + Penalty 3301.769863 = -2110578.067659
  nChanged 2
		SP:Iteration 176Q (125543.520000 sec): 3 clusters
  Score: Raw -2113879.963594 + Penalty 3301.769863 = -2110578.193731
  nChanged 2
		SP:Iteration 177Q (125543.890000 sec): 3 clusters
  Score: Raw -2113880.074666 + Penalty 3301.769863 = -2110578.304803
  nChanged 2
		SP:Iteration 178Q (125544.220000 sec): 3 clusters
  Score: Raw -2113880.214465 + Penalty 3301.769863 = -2110578.444602
  nChanged 1
		SP:Iteration 179Q (125544.530000 sec): 3 clusters
  Score: Raw -2113880.280655 + Penalty 3301.769863 = -2110578.510792
  nChanged 2
		SP:Iteration 180F (125544.890000 sec): 3 clusters
  Score: Raw -2113880.558152 + Penalty 3301.769863 = -2110578.788289
  nChanged 2
		SP:Iteration 181Q (125545.240000 sec): 3 clusters
  Score: Raw -2113880.730814 + Penalty 3301.769863 = -2110578.960951
  nChanged 3
		SP:Iteration 182Q (125545.550000 sec): 3 clusters
  Score: Raw -2113881.073680 + Penalty 3301.769863 = -2110579.303817
  nChanged 2
		SP:Iteration 183Q (125545.940000 sec): 3 clusters
  Score: Raw -2113881.303083 + Penalty 3301.769863 = -2110579.533220
  nChanged 3
		SP:Iteration 184Q (125546.240000 sec): 3 clusters
  Score: Raw -2113881.623967 + Penalty 3301.769863 = -2110579.854104
  nChanged 5
		SP:Iteration 185Q (125546.530000 sec): 3 clusters
  Score: Raw -2113882.204189 + Penalty 3301.769863 = -2110580.434326
  nChanged 2
		SP:Iteration 186Q (125546.850000 sec): 3 clusters
  Score: Raw -2113882.454352 + Penalty 3301.769863 = -2110580.684489
  nChanged 4
		SP:Iteration 187Q (125547.150000 sec): 3 clusters
  Score: Raw -2113882.870412 + Penalty 3301.769863 = -2110581.100549
  nChanged 3
		SP:Iteration 188Q (125547.510000 sec): 3 clusters
  Score: Raw -2113883.470916 + Penalty 3301.769863 = -2110581.701053
  nChanged 2
		SP:Iteration 189Q (125547.790000 sec): 3 clusters
  Score: Raw -2113883.856209 + Penalty 3301.769863 = -2110582.086346
  nChanged 1
		SP:Iteration 190Q (125548.100000 sec): 3 clusters
  Score: Raw -2113883.943431 + Penalty 3301.769863 = -2110582.173568
  nChanged 2
		SP:Iteration 191Q (125548.400000 sec): 3 clusters
  Score: Raw -2113884.144914 + Penalty 3301.769863 = -2110582.375051
  nChanged 1
		SP:Iteration 192Q (125548.700000 sec): 3 clusters
  Score: Raw -2113884.252640 + Penalty 3301.769863 = -2110582.482777
  nChanged 4
		SP:Iteration 193Q (125549.090000 sec): 3 clusters
  Score: Raw -2113884.880023 + Penalty 3301.769863 = -2110583.110160
  nChanged 2
		SP:Iteration 194Q (125549.350000 sec): 3 clusters
  Score: Raw -2113885.157807 + Penalty 3301.769863 = -2110583.387944
  nChanged 5
		SP:Iteration 195Q (125549.670000 sec): 3 clusters
  Score: Raw -2113885.817754 + Penalty 3301.769863 = -2110584.047891
  nChanged 12
		SP:Iteration 196Q (125549.990000 sec): 3 clusters
  Score: Raw -2113887.964849 + Penalty 3301.769863 = -2110586.194986
  nChanged 9
		SP:Iteration 197Q (125550.320000 sec): 3 clusters
  Score: Raw -2113890.204180 + Penalty 3301.769863 = -2110588.434317
  nChanged 8
		SP:Iteration 198Q (125550.640000 sec): 3 clusters
  Score: Raw -2113891.611323 + Penalty 3301.769863 = -2110589.841460
  nChanged 13
		SP:Iteration 199Q (125550.960000 sec): 3 clusters
  Score: Raw -2113893.537832 + Penalty 3301.769863 = -2110591.767970
  nChanged 10
		SP:Iteration 200F (125551.290000 sec): 3 clusters
  Score: Raw -2113895.255049 + Penalty 3301.769863 = -2110593.485186
  nChanged 13
		SP:Iteration 201Q (125551.610000 sec): 3 clusters
  Score: Raw -2113897.018870 + Penalty 3301.769863 = -2110595.249007
  nChanged 10
		SP:Iteration 202Q (125551.930000 sec): 3 clusters
  Score: Raw -2113898.468411 + Penalty 3301.769863 = -2110596.698548
  nChanged 14
		SP:Iteration 203Q (125552.280000 sec): 3 clusters
  Score: Raw -2113900.352085 + Penalty 3301.769863 = -2110598.582222
  nChanged 15
		SP:Iteration 204Q (125552.600000 sec): 3 clusters
  Score: Raw -2113902.794873 + Penalty 3301.769863 = -2110601.025010
  nChanged 15
		SP:Iteration 205Q (125552.950000 sec): 3 clusters
  Score: Raw -2113905.807027 + Penalty 3301.769863 = -2110604.037164
  nChanged 14
		SP:Iteration 206Q (125553.270000 sec): 3 clusters
  Score: Raw -2113908.113582 + Penalty 3301.769863 = -2110606.343719
  nChanged 5
		SP:Iteration 207Q (125553.650000 sec): 3 clusters
  Score: Raw -2113908.767714 + Penalty 3301.769863 = -2110606.997851
  nChanged 4
		SP:Iteration 208Q (125553.950000 sec): 3 clusters
  Score: Raw -2113909.384253 + Penalty 3301.769863 = -2110607.614390
  nChanged 4
		SP:Iteration 209Q (125554.270000 sec): 3 clusters
  Score: Raw -2113909.983050 + Penalty 3301.769863 = -2110608.213187
  nChanged 3
		SP:Iteration 210Q (125554.590000 sec): 3 clusters
  Score: Raw -2113910.332691 + Penalty 3301.769863 = -2110608.562828
  nChanged 4
		SP:Iteration 211Q (125554.910000 sec): 3 clusters
  Score: Raw -2113911.132752 + Penalty 3301.769863 = -2110609.362889
  nChanged 4
		SP:Iteration 212Q (125555.260000 sec): 3 clusters
  Score: Raw -2113911.653826 + Penalty 3301.769863 = -2110609.883963
  nChanged 3
		SP:Iteration 213Q (125555.620000 sec): 3 clusters
  Score: Raw -2113911.970184 + Penalty 3301.769863 = -2110610.200321
  nChanged 2
		SP:Iteration 214Q (125555.910000 sec): 3 clusters
  Score: Raw -2113912.187246 + Penalty 3301.769863 = -2110610.417383
  nChanged 3
		SP:Iteration 215Q (125556.220000 sec): 3 clusters
  Score: Raw -2113912.433870 + Penalty 3301.769863 = -2110610.664007
  nChanged 2
		SP:Iteration 216Q (125556.540000 sec): 3 clusters
  Score: Raw -2113912.664633 + Penalty 3301.769863 = -2110610.894770
  nChanged 5
		SP:Iteration 217Q (125556.870000 sec): 3 clusters
  Score: Raw -2113913.357994 + Penalty 3301.769863 = -2110611.588131
  nChanged 4
		SP:Iteration 218Q (125557.210000 sec): 3 clusters
  Score: Raw -2113913.952631 + Penalty 3301.769863 = -2110612.182768
  nChanged 6
		SP:Iteration 219Q (125557.550000 sec): 3 clusters
  Score: Raw -2113914.878280 + Penalty 3301.769863 = -2110613.108417
  nChanged 6
		SP:Iteration 220F (125557.840000 sec): 3 clusters
  Score: Raw -2113915.761490 + Penalty 3301.769863 = -2110613.991627
  nChanged 11
		SP:Iteration 221Q (125558.160000 sec): 3 clusters
  Score: Raw -2113917.658805 + Penalty 3301.769863 = -2110615.888942
  nChanged 15
		SP:Iteration 222Q (125558.500000 sec): 3 clusters
  Score: Raw -2113920.090900 + Penalty 3301.769863 = -2110618.321037
  nChanged 9
		SP:Iteration 223Q (125558.830000 sec): 3 clusters
  Score: Raw -2113921.418107 + Penalty 3301.769863 = -2110619.648244
  nChanged 6
		SP:Iteration 224Q (125559.140000 sec): 3 clusters
  Score: Raw -2113922.101338 + Penalty 3301.769863 = -2110620.331475
  nChanged 4
		SP:Iteration 225Q (125559.460000 sec): 3 clusters
  Score: Raw -2113922.640650 + Penalty 3301.769863 = -2110620.870787
  nChanged 5
		SP:Iteration 226Q (125559.790000 sec): 3 clusters
  Score: Raw -2113923.368939 + Penalty 3301.769863 = -2110621.599076
  nChanged 2
		SP:Iteration 227Q (125560.080000 sec): 3 clusters
  Score: Raw -2113923.559325 + Penalty 3301.769863 = -2110621.789462
  nChanged 0
		SP:Iteration 228F (125560.380000 sec): 3 clusters
  Score: Raw -2113923.559325 + Penalty 3301.769863 = -2110621.789462
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 55 (3864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125560.450000 sec): 2 clusters
  Score: Raw -289163.749672 + Penalty 1342.161957 = -287821.587716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125560.630000 sec): 3 clusters
  Score: Raw -287240.090686 + Penalty 2684.323913 = -284555.766773
  nChanged 1577
		SP:Iteration 1F (125560.810000 sec): 3 clusters
  Score: Raw -288197.768530 + Penalty 2684.323913 = -285513.444616
  nChanged 328
		SP:Iteration 2F (125560.980000 sec): 3 clusters
  Score: Raw -288416.994080 + Penalty 2684.323913 = -285732.670167
  nChanged 245
		SP:Iteration 3F (125561.160000 sec): 3 clusters
  Score: Raw -288570.768659 + Penalty 2684.323913 = -285886.444745
  nChanged 205
		SP:Iteration 4F (125561.330000 sec): 3 clusters
  Score: Raw -288718.548394 + Penalty 2684.323913 = -286034.224480
  nChanged 191
		SP:Iteration 5Q (125561.510000 sec): 3 clusters
  Score: Raw -288863.397728 + Penalty 2684.323913 = -286179.073814
  nChanged 156
		SP:Iteration 6Q (125561.690000 sec): 3 clusters
  Score: Raw -288975.608646 + Penalty 2684.323913 = -286291.284732
  nChanged 143
		SP:Iteration 7Q (125561.860000 sec): 3 clusters
  Score: Raw -289080.246379 + Penalty 2684.323913 = -286395.922465
  nChanged 114
		SP:Iteration 8Q (125562.040000 sec): 3 clusters
  Score: Raw -289160.206834 + Penalty 2684.323913 = -286475.882920
  nChanged 120
		SP:Iteration 9Q (125562.210000 sec): 3 clusters
  Score: Raw -289233.668987 + Penalty 2684.323913 = -286549.345074
  nChanged 100
		SP:Iteration 10Q (125562.390000 sec): 3 clusters
  Score: Raw -289295.866276 + Penalty 2684.323913 = -286611.542363
  nChanged 87
		SP:Iteration 11Q (125562.570000 sec): 3 clusters
  Score: Raw -289364.214379 + Penalty 2684.323913 = -286679.890466
  nChanged 88
		SP:Iteration 12Q (125562.740000 sec): 3 clusters
  Score: Raw -289442.140393 + Penalty 2684.323913 = -286757.816480
  nChanged 80
		SP:Iteration 13Q (125562.920000 sec): 3 clusters
  Score: Raw -289502.793048 + Penalty 2684.323913 = -286818.469134
  nChanged 79
		SP:Iteration 14Q (125563.090000 sec): 3 clusters
  Score: Raw -289566.695049 + Penalty 2684.323913 = -286882.371136
  nChanged 65
		SP:Iteration 15Q (125563.270000 sec): 3 clusters
  Score: Raw -289606.077850 + Penalty 2684.323913 = -286921.753937
  nChanged 59
		SP:Iteration 16Q (125563.440000 sec): 3 clusters
  Score: Raw -289641.596600 + Penalty 2684.323913 = -286957.272687
  nChanged 52
		SP:Iteration 17Q (125563.620000 sec): 3 clusters
  Score: Raw -289673.774059 + Penalty 2684.323913 = -286989.450146
  nChanged 47
		SP:Iteration 18Q (125563.790000 sec): 3 clusters
  Score: Raw -289699.783519 + Penalty 2684.323913 = -287015.459606
  nChanged 49
		SP:Iteration 19Q (125563.970000 sec): 3 clusters
  Score: Raw -289719.561785 + Penalty 2684.323913 = -287035.237871
  nChanged 35
		SP:Iteration 20F (125564.150000 sec): 3 clusters
  Score: Raw -289749.853510 + Penalty 2684.323913 = -287065.529596
  nChanged 31
		SP:Iteration 21Q (125564.320000 sec): 3 clusters
  Score: Raw -289774.117825 + Penalty 2684.323913 = -287089.793911
  nChanged 39
		SP:Iteration 22Q (125564.500000 sec): 3 clusters
  Score: Raw -289789.421743 + Penalty 2684.323913 = -287105.097829
  nChanged 28
		SP:Iteration 23Q (125564.670000 sec): 3 clusters
  Score: Raw -289798.877974 + Penalty 2684.323913 = -287114.554061
  nChanged 26
		SP:Iteration 24Q (125564.850000 sec): 3 clusters
  Score: Raw -289804.711106 + Penalty 2684.323913 = -287120.387193
  nChanged 15
		SP:Iteration 25Q (125565.030000 sec): 3 clusters
  Score: Raw -289807.857918 + Penalty 2684.323913 = -287123.534005
  nChanged 10
		SP:Iteration 26Q (125565.200000 sec): 3 clusters
  Score: Raw -289810.280359 + Penalty 2684.323913 = -287125.956446
  nChanged 9
		SP:Iteration 27Q (125565.380000 sec): 3 clusters
  Score: Raw -289813.793615 + Penalty 2684.323913 = -287129.469701
  nChanged 13
		SP:Iteration 28Q (125565.550000 sec): 3 clusters
  Score: Raw -289818.033068 + Penalty 2684.323913 = -287133.709155
  nChanged 7
		SP:Iteration 29Q (125565.730000 sec): 3 clusters
  Score: Raw -289822.471233 + Penalty 2684.323913 = -287138.147320
  nChanged 7
		SP:Iteration 30Q (125565.910000 sec): 3 clusters
  Score: Raw -289824.254253 + Penalty 2684.323913 = -287139.930339
  nChanged 7
		SP:Iteration 31Q (125566.080000 sec): 3 clusters
  Score: Raw -289826.269049 + Penalty 2684.323913 = -287141.945136
  nChanged 4
		SP:Iteration 32Q (125566.240000 sec): 3 clusters
  Score: Raw -289826.722735 + Penalty 2684.323913 = -287142.398822
  nChanged 0
		SP:Iteration 33F (125566.400000 sec): 3 clusters
  Score: Raw -289826.722735 + Penalty 2684.323913 = -287142.398822
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 56 (4867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125566.510000 sec): 2 clusters
  Score: Raw -357379.687114 + Penalty 1379.662864 = -356000.024250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125566.730000 sec): 3 clusters
  Score: Raw -354928.391468 + Penalty 2759.325728 = -352169.065739
  nChanged 1954
		SP:Iteration 1F (125566.870000 sec): 3 clusters
  Score: Raw -356209.551082 + Penalty 2759.325728 = -353450.225354
  nChanged 437
		SP:Iteration 2F (125567.060000 sec): 3 clusters
  Score: Raw -356677.540689 + Penalty 2759.325728 = -353918.214961
  nChanged 445
		SP:Iteration 3F (125567.200000 sec): 3 clusters
  Score: Raw -357128.956633 + Penalty 2759.325728 = -354369.630905
  nChanged 377
		SP:Iteration 4F (125567.340000 sec): 3 clusters
  Score: Raw -357500.416532 + Penalty 2759.325728 = -354741.090804
  nChanged 331
		SP:Iteration 5F (125567.490000 sec): 3 clusters
  Score: Raw -357801.292211 + Penalty 2759.325728 = -355041.966483
  nChanged 243
		SP:Iteration 6Q (125567.630000 sec): 3 clusters
  Score: Raw -358021.681267 + Penalty 2759.325728 = -355262.355539
  nChanged 212
		SP:Iteration 7Q (125567.770000 sec): 3 clusters
  Score: Raw -358178.006479 + Penalty 2759.325728 = -355418.680751
  nChanged 146
		SP:Iteration 8Q (125567.920000 sec): 3 clusters
  Score: Raw -358278.286471 + Penalty 2759.325728 = -355518.960743
  nChanged 109
		SP:Iteration 9Q (125568.030000 sec): 3 clusters
  Score: Raw -358348.806289 + Penalty 2759.325728 = -355589.480561
  nChanged 92
		SP:Iteration 10Q (125568.160000 sec): 3 clusters
  Score: Raw -358404.854584 + Penalty 2759.325728 = -355645.528856
  nChanged 73
		SP:Iteration 11Q (125568.290000 sec): 3 clusters
  Score: Raw -358445.790764 + Penalty 2759.325728 = -355686.465036
  nChanged 54
		SP:Iteration 12Q (125568.410000 sec): 3 clusters
  Score: Raw -358481.215262 + Penalty 2759.325728 = -355721.889534
  nChanged 47
		SP:Iteration 13Q (125568.540000 sec): 3 clusters
  Score: Raw -358505.413883 + Penalty 2759.325728 = -355746.088155
  nChanged 39
		SP:Iteration 14Q (125568.670000 sec): 3 clusters
  Score: Raw -358522.471523 + Penalty 2759.325728 = -355763.145794
  nChanged 32
		SP:Iteration 15Q (125568.790000 sec): 3 clusters
  Score: Raw -358537.307278 + Penalty 2759.325728 = -355777.981550
  nChanged 34
		SP:Iteration 16Q (125568.920000 sec): 3 clusters
  Score: Raw -358550.373138 + Penalty 2759.325728 = -355791.047410
  nChanged 26
		SP:Iteration 17Q (125569.050000 sec): 3 clusters
  Score: Raw -358559.012344 + Penalty 2759.325728 = -355799.686616
  nChanged 23
		SP:Iteration 18Q (125569.180000 sec): 3 clusters
  Score: Raw -358567.935223 + Penalty 2759.325728 = -355808.609495
  nChanged 20
		SP:Iteration 19Q (125569.310000 sec): 3 clusters
  Score: Raw -358573.627405 + Penalty 2759.325728 = -355814.301677
  nChanged 20
		SP:Iteration 20F (125569.430000 sec): 3 clusters
  Score: Raw -358582.458416 + Penalty 2759.325728 = -355823.132688
  nChanged 22
		SP:Iteration 21Q (125569.560000 sec): 3 clusters
  Score: Raw -358588.525907 + Penalty 2759.325728 = -355829.200179
  nChanged 17
		SP:Iteration 22Q (125569.690000 sec): 3 clusters
  Score: Raw -358593.063646 + Penalty 2759.325728 = -355833.737918
  nChanged 11
		SP:Iteration 23Q (125569.810000 sec): 3 clusters
  Score: Raw -358596.093700 + Penalty 2759.325728 = -355836.767972
  nChanged 10
		SP:Iteration 24Q (125569.940000 sec): 3 clusters
  Score: Raw -358598.901161 + Penalty 2759.325728 = -355839.575433
  nChanged 7
		SP:Iteration 25Q (125570.070000 sec): 3 clusters
  Score: Raw -358600.256210 + Penalty 2759.325728 = -355840.930482
  nChanged 5
		SP:Iteration 26Q (125570.200000 sec): 3 clusters
  Score: Raw -358601.408012 + Penalty 2759.325728 = -355842.082284
  nChanged 4
		SP:Iteration 27Q (125570.320000 sec): 3 clusters
  Score: Raw -358603.106377 + Penalty 2759.325728 = -355843.780649
  nChanged 4
		SP:Iteration 28Q (125570.450000 sec): 3 clusters
  Score: Raw -358603.711046 + Penalty 2759.325728 = -355844.385317
  nChanged 2
		SP:Iteration 29Q (125570.580000 sec): 3 clusters
  Score: Raw -358604.987266 + Penalty 2759.325728 = -355845.661538
  nChanged 2
		SP:Iteration 30Q (125570.710000 sec): 3 clusters
  Score: Raw -358605.265079 + Penalty 2759.325728 = -355845.939351
  nChanged 0
		SP:Iteration 31F (125570.840000 sec): 3 clusters
  Score: Raw -358605.265079 + Penalty 2759.325728 = -355845.939351
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 57 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125570.900000 sec): 2 clusters
  Score: Raw -30630.179858 + Penalty 960.504455 = -29669.675403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125571.050000 sec): 3 clusters
  Score: Raw -30607.734226 + Penalty 1921.008909 = -28686.725317
  nChanged 60
		SP:Iteration 1F (125571.190000 sec): 3 clusters
  Score: Raw -30710.192185 + Penalty 1921.008909 = -28789.183276
  nChanged 23
		SP:Iteration 2F (125571.330000 sec): 3 clusters
  Score: Raw -30760.161230 + Penalty 1921.008909 = -28839.152320
  nChanged 10
		SP:Iteration 3Q (125571.490000 sec): 3 clusters
  Score: Raw -30780.107603 + Penalty 1921.008909 = -28859.098693
  nChanged 3
		SP:Iteration 4Q (125571.650000 sec): 3 clusters
  Score: Raw -30786.840303 + Penalty 1921.008909 = -28865.831394
  nChanged 0
		SP:Iteration 5F (125571.810000 sec): 3 clusters
  Score: Raw -30786.840303 + Penalty 1921.008909 = -28865.831394
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 58 (5209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125571.910000 sec): 2 clusters
  Score: Raw -442517.030189 + Penalty 1390.698266 = -441126.331923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125572.090000 sec): 3 clusters
  Score: Raw -439764.249700 + Penalty 2781.396533 = -436982.853168
  nChanged 2125
		SP:Iteration 1F (125572.260000 sec): 3 clusters
  Score: Raw -440880.077086 + Penalty 2781.396533 = -438098.680553
  nChanged 407
		SP:Iteration 2F (125572.420000 sec): 3 clusters
  Score: Raw -441109.161389 + Penalty 2781.396533 = -438327.764856
  nChanged 306
		SP:Iteration 3F (125572.580000 sec): 3 clusters
  Score: Raw -441301.276342 + Penalty 2781.396533 = -438519.879810
  nChanged 271
		SP:Iteration 4F (125572.740000 sec): 3 clusters
  Score: Raw -441466.648321 + Penalty 2781.396533 = -438685.251788
  nChanged 262
		SP:Iteration 5F (125572.890000 sec): 3 clusters
  Score: Raw -441629.671526 + Penalty 2781.396533 = -438848.274993
  nChanged 238
		SP:Iteration 6Q (125573.050000 sec): 3 clusters
  Score: Raw -441804.217087 + Penalty 2781.396533 = -439022.820554
  nChanged 220
		SP:Iteration 7Q (125573.210000 sec): 3 clusters
  Score: Raw -441954.285382 + Penalty 2781.396533 = -439172.888850
  nChanged 192
		SP:Iteration 8Q (125573.370000 sec): 3 clusters
  Score: Raw -442082.104752 + Penalty 2781.396533 = -439300.708219
  nChanged 167
		SP:Iteration 9Q (125573.530000 sec): 3 clusters
  Score: Raw -442194.879280 + Penalty 2781.396533 = -439413.482747
  nChanged 146
		SP:Iteration 10Q (125573.690000 sec): 3 clusters
  Score: Raw -442281.001889 + Penalty 2781.396533 = -439499.605356
  nChanged 101
		SP:Iteration 11Q (125573.840000 sec): 3 clusters
  Score: Raw -442347.007842 + Penalty 2781.396533 = -439565.611309
  nChanged 92
		SP:Iteration 12Q (125574.000000 sec): 3 clusters
  Score: Raw -442393.468901 + Penalty 2781.396533 = -439612.072368
  nChanged 78
		SP:Iteration 13Q (125574.160000 sec): 3 clusters
  Score: Raw -442439.646767 + Penalty 2781.396533 = -439658.250234
  nChanged 71
		SP:Iteration 14Q (125574.320000 sec): 3 clusters
  Score: Raw -442475.419933 + Penalty 2781.396533 = -439694.023401
  nChanged 51
		SP:Iteration 15Q (125574.470000 sec): 3 clusters
  Score: Raw -442497.571268 + Penalty 2781.396533 = -439716.174735
  nChanged 48
		SP:Iteration 16Q (125574.630000 sec): 3 clusters
  Score: Raw -442520.695541 + Penalty 2781.396533 = -439739.299008
  nChanged 34
		SP:Iteration 17Q (125574.790000 sec): 3 clusters
  Score: Raw -442535.676943 + Penalty 2781.396533 = -439754.280410
  nChanged 39
		SP:Iteration 18Q (125574.950000 sec): 3 clusters
  Score: Raw -442554.396861 + Penalty 2781.396533 = -439773.000328
  nChanged 36
		SP:Iteration 19Q (125575.110000 sec): 3 clusters
  Score: Raw -442570.678873 + Penalty 2781.396533 = -439789.282340
  nChanged 37
		SP:Iteration 20F (125575.260000 sec): 3 clusters
  Score: Raw -442588.430660 + Penalty 2781.396533 = -439807.034127
  nChanged 33
		SP:Iteration 21Q (125575.420000 sec): 3 clusters
  Score: Raw -442606.125138 + Penalty 2781.396533 = -439824.728605
  nChanged 44
		SP:Iteration 22Q (125575.580000 sec): 3 clusters
  Score: Raw -442624.061361 + Penalty 2781.396533 = -439842.664828
  nChanged 32
		SP:Iteration 23Q (125575.740000 sec): 3 clusters
  Score: Raw -442635.839218 + Penalty 2781.396533 = -439854.442686
  nChanged 19
		SP:Iteration 24Q (125575.910000 sec): 3 clusters
  Score: Raw -442641.912913 + Penalty 2781.396533 = -439860.516380
  nChanged 21
		SP:Iteration 25Q (125576.080000 sec): 3 clusters
  Score: Raw -442650.588815 + Penalty 2781.396533 = -439869.192282
  nChanged 24
		SP:Iteration 26Q (125576.260000 sec): 3 clusters
  Score: Raw -442661.494000 + Penalty 2781.396533 = -439880.097467
  nChanged 21
		SP:Iteration 27Q (125576.430000 sec): 3 clusters
  Score: Raw -442670.620268 + Penalty 2781.396533 = -439889.223735
  nChanged 19
		SP:Iteration 28Q (125576.600000 sec): 3 clusters
  Score: Raw -442680.297837 + Penalty 2781.396533 = -439898.901304
  nChanged 19
		SP:Iteration 29Q (125576.780000 sec): 3 clusters
  Score: Raw -442688.689729 + Penalty 2781.396533 = -439907.293196
  nChanged 21
		SP:Iteration 30Q (125576.950000 sec): 3 clusters
  Score: Raw -442696.677142 + Penalty 2781.396533 = -439915.280609
  nChanged 19
		SP:Iteration 31Q (125577.130000 sec): 3 clusters
  Score: Raw -442703.849262 + Penalty 2781.396533 = -439922.452730
  nChanged 18
		SP:Iteration 32Q (125577.300000 sec): 3 clusters
  Score: Raw -442710.173698 + Penalty 2781.396533 = -439928.777165
  nChanged 17
		SP:Iteration 33Q (125577.470000 sec): 3 clusters
  Score: Raw -442715.295303 + Penalty 2781.396533 = -439933.898771
  nChanged 13
		SP:Iteration 34Q (125577.650000 sec): 3 clusters
  Score: Raw -442720.082348 + Penalty 2781.396533 = -439938.685815
  nChanged 13
		SP:Iteration 35Q (125577.820000 sec): 3 clusters
  Score: Raw -442726.204580 + Penalty 2781.396533 = -439944.808047
  nChanged 18
		SP:Iteration 36Q (125577.990000 sec): 3 clusters
  Score: Raw -442735.131937 + Penalty 2781.396533 = -439953.735405
  nChanged 20
		SP:Iteration 37Q (125578.170000 sec): 3 clusters
  Score: Raw -442743.230293 + Penalty 2781.396533 = -439961.833761
  nChanged 14
		SP:Iteration 38Q (125578.340000 sec): 3 clusters
  Score: Raw -442748.341654 + Penalty 2781.396533 = -439966.945122
  nChanged 13
		SP:Iteration 39Q (125578.510000 sec): 3 clusters
  Score: Raw -442754.405353 + Penalty 2781.396533 = -439973.008821
  nChanged 11
		SP:Iteration 40F (125578.690000 sec): 3 clusters
  Score: Raw -442758.520624 + Penalty 2781.396533 = -439977.124091
  nChanged 6
		SP:Iteration 41Q (125578.860000 sec): 3 clusters
  Score: Raw -442760.385143 + Penalty 2781.396533 = -439978.988610
  nChanged 6
		SP:Iteration 42Q (125579.030000 sec): 3 clusters
  Score: Raw -442763.179861 + Penalty 2781.396533 = -439981.783328
  nChanged 4
		SP:Iteration 43Q (125579.200000 sec): 3 clusters
  Score: Raw -442766.634012 + Penalty 2781.396533 = -439985.237479
  nChanged 7
		SP:Iteration 44Q (125579.380000 sec): 3 clusters
  Score: Raw -442769.507808 + Penalty 2781.396533 = -439988.111276
  nChanged 4
		SP:Iteration 45Q (125579.550000 sec): 3 clusters
  Score: Raw -442771.262924 + Penalty 2781.396533 = -439989.866392
  nChanged 7
		SP:Iteration 46Q (125579.770000 sec): 3 clusters
  Score: Raw -442772.628430 + Penalty 2781.396533 = -439991.231897
  nChanged 6
		SP:Iteration 47Q (125579.940000 sec): 3 clusters
  Score: Raw -442774.915461 + Penalty 2781.396533 = -439993.518928
  nChanged 5
		SP:Iteration 48Q (125580.130000 sec): 3 clusters
  Score: Raw -442776.777664 + Penalty 2781.396533 = -439995.381131
  nChanged 5
		SP:Iteration 49Q (125580.260000 sec): 3 clusters
  Score: Raw -442778.468016 + Penalty 2781.396533 = -439997.071483
  nChanged 3
		SP:Iteration 50Q (125580.430000 sec): 3 clusters
  Score: Raw -442779.658624 + Penalty 2781.396533 = -439998.262091
  nChanged 1
		SP:Iteration 51Q (125580.610000 sec): 3 clusters
  Score: Raw -442779.733774 + Penalty 2781.396533 = -439998.337241
  nChanged 0
		SP:Iteration 52F (125580.820000 sec): 3 clusters
  Score: Raw -442779.733774 + Penalty 2781.396533 = -439998.337241
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 59 (14074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125581.000000 sec): 2 clusters
  Score: Raw -1214679.690008 + Penalty 1552.213715 = -1213127.476293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125581.230000 sec): 3 clusters
  Score: Raw -1206499.030979 + Penalty 3104.427431 = -1203394.603548
  nChanged 6243
		SP:Iteration 1F (125581.460000 sec): 3 clusters
  Score: Raw -1209819.632253 + Penalty 3104.427431 = -1206715.204823
  nChanged 762
		SP:Iteration 2F (125581.690000 sec): 3 clusters
  Score: Raw -1210071.203260 + Penalty 3104.427431 = -1206966.775829
  nChanged 599
		SP:Iteration 3Q (125581.980000 sec): 3 clusters
  Score: Raw -1210260.779636 + Penalty 3104.427431 = -1207156.352205
  nChanged 494
		SP:Iteration 4Q (125582.230000 sec): 3 clusters
  Score: Raw -1210418.083912 + Penalty 3104.427431 = -1207313.656481
  nChanged 484
		SP:Iteration 5Q (125582.520000 sec): 3 clusters
  Score: Raw -1210573.990159 + Penalty 3104.427431 = -1207469.562729
  nChanged 521
		SP:Iteration 6Q (125582.780000 sec): 3 clusters
  Score: Raw -1210779.712133 + Penalty 3104.427431 = -1207675.284703
  nChanged 618
		SP:Iteration 7Q (125583.060000 sec): 3 clusters
  Score: Raw -1211066.716302 + Penalty 3104.427431 = -1207962.288872
  nChanged 690
		SP:Iteration 8Q (125583.330000 sec): 3 clusters
  Score: Raw -1211443.715540 + Penalty 3104.427431 = -1208339.288109
  nChanged 754
		SP:Iteration 9F (125583.520000 sec): 3 clusters
  Score: Raw -1211883.672912 + Penalty 3104.427431 = -1208779.245481
  nChanged 758
		SP:Iteration 10F (125583.800000 sec): 3 clusters
  Score: Raw -1212380.582854 + Penalty 3104.427431 = -1209276.155423
  nChanged 748
		SP:Iteration 11F (125584.020000 sec): 3 clusters
  Score: Raw -1212870.840745 + Penalty 3104.427431 = -1209766.413314
  nChanged 662
		SP:Iteration 12Q (125584.310000 sec): 3 clusters
  Score: Raw -1213322.078394 + Penalty 3104.427431 = -1210217.650963
  nChanged 558
		SP:Iteration 13Q (125584.590000 sec): 3 clusters
  Score: Raw -1213711.695136 + Penalty 3104.427431 = -1210607.267705
  nChanged 441
		SP:Iteration 14Q (125584.850000 sec): 3 clusters
  Score: Raw -1214029.390336 + Penalty 3104.427431 = -1210924.962905
  nChanged 353
		SP:Iteration 15Q (125585.110000 sec): 3 clusters
  Score: Raw -1214289.288861 + Penalty 3104.427431 = -1211184.861430
  nChanged 242
		SP:Iteration 16Q (125585.380000 sec): 3 clusters
  Score: Raw -1214467.648964 + Penalty 3104.427431 = -1211363.221534
  nChanged 170
		SP:Iteration 17Q (125585.650000 sec): 3 clusters
  Score: Raw -1214593.664727 + Penalty 3104.427431 = -1211489.237296
  nChanged 117
		SP:Iteration 18Q (125585.800000 sec): 3 clusters
  Score: Raw -1214698.118165 + Penalty 3104.427431 = -1211593.690734
  nChanged 82
		SP:Iteration 19Q (125586.040000 sec): 3 clusters
  Score: Raw -1214773.610502 + Penalty 3104.427431 = -1211669.183071
  nChanged 58
		SP:Iteration 20F (125586.270000 sec): 3 clusters
  Score: Raw -1214835.370392 + Penalty 3104.427431 = -1211730.942961
  nChanged 33
		SP:Iteration 21Q (125586.490000 sec): 3 clusters
  Score: Raw -1214867.163575 + Penalty 3104.427431 = -1211762.736144
  nChanged 22
		SP:Iteration 22Q (125586.750000 sec): 3 clusters
  Score: Raw -1214880.045753 + Penalty 3104.427431 = -1211775.618322
  nChanged 10
		SP:Iteration 23Q (125586.990000 sec): 3 clusters
  Score: Raw -1214886.986061 + Penalty 3104.427431 = -1211782.558630
  nChanged 10
		SP:Iteration 24Q (125587.270000 sec): 3 clusters
  Score: Raw -1214893.940018 + Penalty 3104.427431 = -1211789.512587
  nChanged 10
		SP:Iteration 25Q (125587.550000 sec): 3 clusters
  Score: Raw -1214900.687986 + Penalty 3104.427431 = -1211796.260555
  nChanged 7
		SP:Iteration 26Q (125587.750000 sec): 3 clusters
  Score: Raw -1214906.373863 + Penalty 3104.427431 = -1211801.946432
  nChanged 8
		SP:Iteration 27Q (125587.990000 sec): 3 clusters
  Score: Raw -1214911.521215 + Penalty 3104.427431 = -1211807.093785
  nChanged 1
		SP:Iteration 28Q (125588.270000 sec): 3 clusters
  Score: Raw -1214913.456110 + Penalty 3104.427431 = -1211809.028679
  nChanged 3
		SP:Iteration 29Q (125588.540000 sec): 3 clusters
  Score: Raw -1214915.979739 + Penalty 3104.427431 = -1211811.552308
  nChanged 2
		SP:Iteration 30Q (125588.830000 sec): 3 clusters
  Score: Raw -1214917.548086 + Penalty 3104.427431 = -1211813.120656
  nChanged 2
		SP:Iteration 31Q (125589.020000 sec): 3 clusters
  Score: Raw -1214919.311062 + Penalty 3104.427431 = -1211814.883631
  nChanged 0
		SP:Iteration 32F (125589.220000 sec): 3 clusters
  Score: Raw -1214919.311062 + Penalty 3104.427431 = -1211814.883631
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 60 (665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125589.300000 sec): 2 clusters
  Score: Raw -53042.062469 + Penalty 1056.215394 = -51985.847075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125589.470000 sec): 3 clusters
  Score: Raw -52935.562293 + Penalty 2112.430788 = -50823.131505
  nChanged 181
		SP:Iteration 1F (125589.650000 sec): 3 clusters
  Score: Raw -53127.114273 + Penalty 2112.430788 = -51014.683485
  nChanged 41
		SP:Iteration 2F (125589.820000 sec): 3 clusters
  Score: Raw -53188.405706 + Penalty 2112.430788 = -51075.974917
  nChanged 22
		SP:Iteration 3Q (125590.000000 sec): 3 clusters
  Score: Raw -53215.525288 + Penalty 2112.430788 = -51103.094500
  nChanged 13
		SP:Iteration 4Q (125590.170000 sec): 3 clusters
  Score: Raw -53230.423147 + Penalty 2112.430788 = -51117.992359
  nChanged 7
		SP:Iteration 5Q (125590.350000 sec): 3 clusters
  Score: Raw -53238.503533 + Penalty 2112.430788 = -51126.072745
  nChanged 2
		SP:Iteration 6Q (125590.520000 sec): 3 clusters
  Score: Raw -53241.933464 + Penalty 2112.430788 = -51129.502675
  nChanged 1
		SP:Iteration 7Q (125590.700000 sec): 3 clusters
  Score: Raw -53244.114749 + Penalty 2112.430788 = -51131.683960
  nChanged 3
		SP:Iteration 8Q (125590.880000 sec): 3 clusters
  Score: Raw -53247.698467 + Penalty 2112.430788 = -51135.267678
  nChanged 2
		SP:Iteration 9Q (125591.050000 sec): 3 clusters
  Score: Raw -53249.783073 + Penalty 2112.430788 = -51137.352285
  nChanged 5
		SP:Iteration 10Q (125591.230000 sec): 3 clusters
  Score: Raw -53254.030792 + Penalty 2112.430788 = -51141.600004
  nChanged 4
		SP:Iteration 11Q (125591.400000 sec): 3 clusters
  Score: Raw -53260.222135 + Penalty 2112.430788 = -51147.791347
  nChanged 5
		SP:Iteration 12Q (125591.580000 sec): 3 clusters
  Score: Raw -53272.280177 + Penalty 2112.430788 = -51159.849389
  nChanged 13
		SP:Iteration 13Q (125591.760000 sec): 3 clusters
  Score: Raw -53297.724924 + Penalty 2112.430788 = -51185.294135
  nChanged 13
		SP:Iteration 14Q (125591.930000 sec): 3 clusters
  Score: Raw -53331.147042 + Penalty 2112.430788 = -51218.716254
  nChanged 21
		SP:Iteration 15Q (125592.110000 sec): 3 clusters
  Score: Raw -53427.031356 + Penalty 2112.430788 = -51314.600568
  nChanged 23
		SP:Iteration 16Q (125592.280000 sec): 3 clusters
  Score: Raw -53630.575004 + Penalty 2112.430788 = -51518.144216
  nChanged 27
		SP:Iteration 17Q (125592.460000 sec): 3 clusters
  Score: Raw -53839.508204 + Penalty 2112.430788 = -51727.077416
  nChanged 19
		SP:Iteration 18Q (125592.640000 sec): 3 clusters
  Score: Raw -53888.834071 + Penalty 2112.430788 = -51776.403283
  nChanged 14
		SP:Iteration 19Q (125592.810000 sec): 3 clusters
  Score: Raw -53926.581822 + Penalty 2112.430788 = -51814.151033
  nChanged 10
		SP:Iteration 20F (125592.980000 sec): 3 clusters
  Score: Raw -53949.023605 + Penalty 2112.430788 = -51836.592816
  nChanged 5
		SP:Iteration 21Q (125593.140000 sec): 3 clusters
  Score: Raw -53961.365610 + Penalty 2112.430788 = -51848.934822
  nChanged 2
		SP:Iteration 22Q (125593.300000 sec): 3 clusters
  Score: Raw -53964.633259 + Penalty 2112.430788 = -51852.202470
  nChanged 1
		SP:Iteration 23Q (125593.460000 sec): 3 clusters
  Score: Raw -53975.339171 + Penalty 2112.430788 = -51862.908383
  nChanged 1
		SP:Iteration 24Q (125593.660000 sec): 3 clusters
  Score: Raw -53986.873348 + Penalty 2112.430788 = -51874.442560
  nChanged 1
		SP:Iteration 25Q (125593.820000 sec): 3 clusters
  Score: Raw -53998.317106 + Penalty 2112.430788 = -51885.886318
  nChanged 4
		SP:Iteration 26Q (125593.980000 sec): 3 clusters
  Score: Raw -54012.769530 + Penalty 2112.430788 = -51900.338742
  nChanged 2
		SP:Iteration 27Q (125594.140000 sec): 3 clusters
  Score: Raw -54017.240537 + Penalty 2112.430788 = -51904.809749
  nChanged 1
		SP:Iteration 28Q (125594.260000 sec): 3 clusters
  Score: Raw -54018.679384 + Penalty 2112.430788 = -51906.248596
  nChanged 1
		SP:Iteration 29Q (125594.420000 sec): 3 clusters
  Score: Raw -54019.960700 + Penalty 2112.430788 = -51907.529912
  nChanged 0
		SP:Iteration 30F (125594.580000 sec): 3 clusters
  Score: Raw -54019.960700 + Penalty 2112.430788 = -51907.529912
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 61 (11149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125594.750000 sec): 2 clusters
  Score: Raw -919866.950877 + Penalty 1514.354577 = -918352.596301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125595.000000 sec): 3 clusters
  Score: Raw -913385.727698 + Penalty 3028.709153 = -910357.018545
  nChanged 4872
		SP:Iteration 1F (125595.200000 sec): 3 clusters
  Score: Raw -916135.105651 + Penalty 3028.709153 = -913106.396498
  nChanged 696
		SP:Iteration 2F (125595.450000 sec): 3 clusters
  Score: Raw -916451.863551 + Penalty 3028.709153 = -913423.154398
  nChanged 638
		SP:Iteration 3F (125595.660000 sec): 3 clusters
  Score: Raw -916778.309192 + Penalty 3028.709153 = -913749.600038
  nChanged 668
		SP:Iteration 4F (125595.880000 sec): 3 clusters
  Score: Raw -917177.315319 + Penalty 3028.709153 = -914148.606166
  nChanged 681
		SP:Iteration 5F (125596.090000 sec): 3 clusters
  Score: Raw -917611.864557 + Penalty 3028.709153 = -914583.155404
  nChanged 670
		SP:Iteration 6F (125596.310000 sec): 3 clusters
  Score: Raw -918097.281090 + Penalty 3028.709153 = -915068.571937
  nChanged 626
		SP:Iteration 7F (125596.510000 sec): 3 clusters
  Score: Raw -918547.153217 + Penalty 3028.709153 = -915518.444064
  nChanged 538
		SP:Iteration 8Q (125596.770000 sec): 3 clusters
  Score: Raw -918946.435856 + Penalty 3028.709153 = -915917.726703
  nChanged 454
		SP:Iteration 9Q (125596.980000 sec): 3 clusters
  Score: Raw -919277.073354 + Penalty 3028.709153 = -916248.364201
  nChanged 374
		SP:Iteration 10Q (125597.260000 sec): 3 clusters
  Score: Raw -919508.764453 + Penalty 3028.709153 = -916480.055300
  nChanged 284
		SP:Iteration 11Q (125597.440000 sec): 3 clusters
  Score: Raw -919668.668655 + Penalty 3028.709153 = -916639.959501
  nChanged 217
		SP:Iteration 12Q (125597.680000 sec): 3 clusters
  Score: Raw -919775.509141 + Penalty 3028.709153 = -916746.799988
  nChanged 165
		SP:Iteration 13Q (125597.990000 sec): 3 clusters
  Score: Raw -919835.936983 + Penalty 3028.709153 = -916807.227830
  nChanged 105
		SP:Iteration 14Q (125598.160000 sec): 3 clusters
  Score: Raw -919869.317633 + Penalty 3028.709153 = -916840.608480
  nChanged 71
		SP:Iteration 15Q (125598.330000 sec): 3 clusters
  Score: Raw -919891.916833 + Penalty 3028.709153 = -916863.207680
  nChanged 57
		SP:Iteration 16Q (125598.550000 sec): 3 clusters
  Score: Raw -919907.470745 + Penalty 3028.709153 = -916878.761591
  nChanged 49
		SP:Iteration 17Q (125598.840000 sec): 3 clusters
  Score: Raw -919918.772318 + Penalty 3028.709153 = -916890.063164
  nChanged 46
		SP:Iteration 18Q (125599.030000 sec): 3 clusters
  Score: Raw -919931.237394 + Penalty 3028.709153 = -916902.528241
  nChanged 53
		SP:Iteration 19Q (125599.270000 sec): 3 clusters
  Score: Raw -919945.599920 + Penalty 3028.709153 = -916916.890767
  nChanged 51
		SP:Iteration 20F (125599.450000 sec): 3 clusters
  Score: Raw -919958.731275 + Penalty 3028.709153 = -916930.022122
  nChanged 49
		SP:Iteration 21Q (125599.690000 sec): 3 clusters
  Score: Raw -919970.885303 + Penalty 3028.709153 = -916942.176149
  nChanged 49
		SP:Iteration 22Q (125599.950000 sec): 3 clusters
  Score: Raw -919981.589988 + Penalty 3028.709153 = -916952.880835
  nChanged 44
		SP:Iteration 23Q (125600.110000 sec): 3 clusters
  Score: Raw -919992.080578 + Penalty 3028.709153 = -916963.371425
  nChanged 47
		SP:Iteration 24Q (125600.330000 sec): 3 clusters
  Score: Raw -920007.053405 + Penalty 3028.709153 = -916978.344252
  nChanged 42
		SP:Iteration 25Q (125600.530000 sec): 3 clusters
  Score: Raw -920016.547439 + Penalty 3028.709153 = -916987.838286
  nChanged 45
		SP:Iteration 26Q (125600.730000 sec): 3 clusters
  Score: Raw -920027.777858 + Penalty 3028.709153 = -916999.068705
  nChanged 47
		SP:Iteration 27Q (125600.950000 sec): 3 clusters
  Score: Raw -920040.114146 + Penalty 3028.709153 = -917011.404993
  nChanged 50
		SP:Iteration 28Q (125601.150000 sec): 3 clusters
  Score: Raw -920051.442025 + Penalty 3028.709153 = -917022.732872
  nChanged 35
		SP:Iteration 29Q (125601.420000 sec): 3 clusters
  Score: Raw -920058.301329 + Penalty 3028.709153 = -917029.592176
  nChanged 38
		SP:Iteration 30Q (125601.580000 sec): 3 clusters
  Score: Raw -920068.458539 + Penalty 3028.709153 = -917039.749385
  nChanged 33
		SP:Iteration 31Q (125601.780000 sec): 3 clusters
  Score: Raw -920076.831637 + Penalty 3028.709153 = -917048.122484
  nChanged 40
		SP:Iteration 32Q (125601.940000 sec): 3 clusters
  Score: Raw -920087.523879 + Penalty 3028.709153 = -917058.814726
  nChanged 46
		SP:Iteration 33Q (125602.170000 sec): 3 clusters
  Score: Raw -920100.013441 + Penalty 3028.709153 = -917071.304288
  nChanged 45
		SP:Iteration 34Q (125602.440000 sec): 3 clusters
  Score: Raw -920108.992847 + Penalty 3028.709153 = -917080.283694
  nChanged 35
		SP:Iteration 35Q (125602.650000 sec): 3 clusters
  Score: Raw -920116.779677 + Penalty 3028.709153 = -917088.070524
  nChanged 23
		SP:Iteration 36Q (125602.850000 sec): 3 clusters
  Score: Raw -920121.924986 + Penalty 3028.709153 = -917093.215833
  nChanged 29
		SP:Iteration 37Q (125603.040000 sec): 3 clusters
  Score: Raw -920127.417607 + Penalty 3028.709153 = -917098.708454
  nChanged 20
		SP:Iteration 38Q (125603.240000 sec): 3 clusters
  Score: Raw -920131.249277 + Penalty 3028.709153 = -917102.540124
  nChanged 25
		SP:Iteration 39Q (125603.450000 sec): 3 clusters
  Score: Raw -920137.349361 + Penalty 3028.709153 = -917108.640208
  nChanged 33
		SP:Iteration 40F (125603.690000 sec): 3 clusters
  Score: Raw -920147.176762 + Penalty 3028.709153 = -917118.467609
  nChanged 38
		SP:Iteration 41Q (125603.910000 sec): 3 clusters
  Score: Raw -920156.226080 + Penalty 3028.709153 = -917127.516926
  nChanged 29
		SP:Iteration 42Q (125604.120000 sec): 3 clusters
  Score: Raw -920163.488428 + Penalty 3028.709153 = -917134.779274
  nChanged 32
		SP:Iteration 43Q (125604.320000 sec): 3 clusters
  Score: Raw -920171.819394 + Penalty 3028.709153 = -917143.110240
  nChanged 44
		SP:Iteration 44Q (125604.520000 sec): 3 clusters
  Score: Raw -920185.954212 + Penalty 3028.709153 = -917157.245059
  nChanged 40
		SP:Iteration 45Q (125604.720000 sec): 3 clusters
  Score: Raw -920199.633485 + Penalty 3028.709153 = -917170.924331
  nChanged 45
		SP:Iteration 46Q (125605.030000 sec): 3 clusters
  Score: Raw -920215.403762 + Penalty 3028.709153 = -917186.694609
  nChanged 46
		SP:Iteration 47Q (125605.260000 sec): 3 clusters
  Score: Raw -920229.533349 + Penalty 3028.709153 = -917200.824196
  nChanged 32
		SP:Iteration 48Q (125605.430000 sec): 3 clusters
  Score: Raw -920237.864938 + Penalty 3028.709153 = -917209.155785
  nChanged 28
		SP:Iteration 49Q (125605.670000 sec): 3 clusters
  Score: Raw -920244.852220 + Penalty 3028.709153 = -917216.143066
  nChanged 32
		SP:Iteration 50Q (125605.870000 sec): 3 clusters
  Score: Raw -920252.551942 + Penalty 3028.709153 = -917223.842789
  nChanged 29
		SP:Iteration 51Q (125606.060000 sec): 3 clusters
  Score: Raw -920258.951470 + Penalty 3028.709153 = -917230.242317
  nChanged 25
		SP:Iteration 52Q (125606.240000 sec): 3 clusters
  Score: Raw -920265.637565 + Penalty 3028.709153 = -917236.928411
  nChanged 22
		SP:Iteration 53Q (125606.510000 sec): 3 clusters
  Score: Raw -920270.412271 + Penalty 3028.709153 = -917241.703118
  nChanged 21
		SP:Iteration 54Q (125606.710000 sec): 3 clusters
  Score: Raw -920275.756945 + Penalty 3028.709153 = -917247.047791
  nChanged 28
		SP:Iteration 55Q (125606.920000 sec): 3 clusters
  Score: Raw -920284.736474 + Penalty 3028.709153 = -917256.027321
  nChanged 32
		SP:Iteration 56Q (125607.170000 sec): 3 clusters
  Score: Raw -920295.626198 + Penalty 3028.709153 = -917266.917045
  nChanged 35
		SP:Iteration 57Q (125607.410000 sec): 3 clusters
  Score: Raw -920305.347936 + Penalty 3028.709153 = -917276.638783
  nChanged 32
		SP:Iteration 58Q (125607.610000 sec): 3 clusters
  Score: Raw -920313.059371 + Penalty 3028.709153 = -917284.350218
  nChanged 24
		SP:Iteration 59Q (125607.820000 sec): 3 clusters
  Score: Raw -920319.967571 + Penalty 3028.709153 = -917291.258418
  nChanged 32
		SP:Iteration 60F (125608.020000 sec): 3 clusters
  Score: Raw -920328.770939 + Penalty 3028.709153 = -917300.061786
  nChanged 26
		SP:Iteration 61Q (125608.220000 sec): 3 clusters
  Score: Raw -920335.400062 + Penalty 3028.709153 = -917306.690909
  nChanged 27
		SP:Iteration 62Q (125608.430000 sec): 3 clusters
  Score: Raw -920342.427557 + Penalty 3028.709153 = -917313.718403
  nChanged 18
		SP:Iteration 63Q (125608.660000 sec): 3 clusters
  Score: Raw -920347.947256 + Penalty 3028.709153 = -917319.238103
  nChanged 29
		SP:Iteration 64Q (125608.860000 sec): 3 clusters
  Score: Raw -920356.211625 + Penalty 3028.709153 = -917327.502472
  nChanged 21
		SP:Iteration 65Q (125609.060000 sec): 3 clusters
  Score: Raw -920363.149186 + Penalty 3028.709153 = -917334.440033
  nChanged 23
		SP:Iteration 66Q (125609.300000 sec): 3 clusters
  Score: Raw -920369.805206 + Penalty 3028.709153 = -917341.096053
  nChanged 22
		SP:Iteration 67Q (125609.540000 sec): 3 clusters
  Score: Raw -920374.250352 + Penalty 3028.709153 = -917345.541198
  nChanged 17
		SP:Iteration 68Q (125609.850000 sec): 3 clusters
  Score: Raw -920378.316853 + Penalty 3028.709153 = -917349.607700
  nChanged 16
		SP:Iteration 69Q (125610.080000 sec): 3 clusters
  Score: Raw -920382.925089 + Penalty 3028.709153 = -917354.215936
  nChanged 20
		SP:Iteration 70Q (125610.250000 sec): 3 clusters
  Score: Raw -920387.882578 + Penalty 3028.709153 = -917359.173424
  nChanged 16
		SP:Iteration 71Q (125610.490000 sec): 3 clusters
  Score: Raw -920391.818232 + Penalty 3028.709153 = -917363.109079
  nChanged 10
		SP:Iteration 72Q (125610.700000 sec): 3 clusters
  Score: Raw -920394.722552 + Penalty 3028.709153 = -917366.013398
  nChanged 13
		SP:Iteration 73Q (125610.930000 sec): 3 clusters
  Score: Raw -920397.950088 + Penalty 3028.709153 = -917369.240935
  nChanged 14
		SP:Iteration 74Q (125611.140000 sec): 3 clusters
  Score: Raw -920401.761588 + Penalty 3028.709153 = -917373.052435
  nChanged 17
		SP:Iteration 75Q (125611.380000 sec): 3 clusters
  Score: Raw -920405.842497 + Penalty 3028.709153 = -917377.133344
  nChanged 15
		SP:Iteration 76Q (125611.650000 sec): 3 clusters
  Score: Raw -920408.762941 + Penalty 3028.709153 = -917380.053788
  nChanged 13
		SP:Iteration 77Q (125611.840000 sec): 3 clusters
  Score: Raw -920412.809483 + Penalty 3028.709153 = -917384.100330
  nChanged 20
		SP:Iteration 78Q (125612.090000 sec): 3 clusters
  Score: Raw -920416.534844 + Penalty 3028.709153 = -917387.825691
  nChanged 10
		SP:Iteration 79Q (125612.320000 sec): 3 clusters
  Score: Raw -920418.303242 + Penalty 3028.709153 = -917389.594089
  nChanged 12
		SP:Iteration 80F (125612.520000 sec): 3 clusters
  Score: Raw -920421.819199 + Penalty 3028.709153 = -917393.110046
  nChanged 19
		SP:Iteration 81Q (125612.760000 sec): 3 clusters
  Score: Raw -920428.359442 + Penalty 3028.709153 = -917399.650289
  nChanged 25
		SP:Iteration 82Q (125613.020000 sec): 3 clusters
  Score: Raw -920435.577171 + Penalty 3028.709153 = -917406.868018
  nChanged 20
		SP:Iteration 83Q (125613.210000 sec): 3 clusters
  Score: Raw -920440.591935 + Penalty 3028.709153 = -917411.882781
  nChanged 23
		SP:Iteration 84Q (125613.420000 sec): 3 clusters
  Score: Raw -920446.646328 + Penalty 3028.709153 = -917417.937175
  nChanged 20
		SP:Iteration 85Q (125613.620000 sec): 3 clusters
  Score: Raw -920449.933850 + Penalty 3028.709153 = -917421.224697
  nChanged 12
		SP:Iteration 86Q (125613.830000 sec): 3 clusters
  Score: Raw -920452.182427 + Penalty 3028.709153 = -917423.473274
  nChanged 7
		SP:Iteration 87Q (125614.030000 sec): 3 clusters
  Score: Raw -920453.104374 + Penalty 3028.709153 = -917424.395221
  nChanged 3
		SP:Iteration 88Q (125614.220000 sec): 3 clusters
  Score: Raw -920453.669252 + Penalty 3028.709153 = -917424.960099
  nChanged 5
		SP:Iteration 89Q (125614.420000 sec): 3 clusters
  Score: Raw -920454.872573 + Penalty 3028.709153 = -917426.163420
  nChanged 4
		SP:Iteration 90Q (125614.610000 sec): 3 clusters
  Score: Raw -920456.395354 + Penalty 3028.709153 = -917427.686201
  nChanged 6
		SP:Iteration 91Q (125614.820000 sec): 3 clusters
  Score: Raw -920457.878118 + Penalty 3028.709153 = -917429.168965
  nChanged 10
		SP:Iteration 92Q (125615.060000 sec): 3 clusters
  Score: Raw -920460.139126 + Penalty 3028.709153 = -917431.429972
  nChanged 10
		SP:Iteration 93Q (125615.260000 sec): 3 clusters
  Score: Raw -920462.459165 + Penalty 3028.709153 = -917433.750012
  nChanged 8
		SP:Iteration 94Q (125615.470000 sec): 3 clusters
  Score: Raw -920464.062199 + Penalty 3028.709153 = -917435.353046
  nChanged 6
		SP:Iteration 95Q (125615.700000 sec): 3 clusters
  Score: Raw -920465.556659 + Penalty 3028.709153 = -917436.847505
  nChanged 5
		SP:Iteration 96Q (125615.890000 sec): 3 clusters
  Score: Raw -920466.351464 + Penalty 3028.709153 = -917437.642311
  nChanged 3
		SP:Iteration 97Q (125616.070000 sec): 3 clusters
  Score: Raw -920466.615393 + Penalty 3028.709153 = -917437.906240
  nChanged 0
		SP:Iteration 98F (125616.310000 sec): 3 clusters
  Score: Raw -920466.615393 + Penalty 3028.709153 = -917437.906240
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 62 (38275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125616.590000 sec): 2 clusters
  Score: Raw -3584900.858584 + Penalty 1714.789736 = -3583186.068848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125617.000000 sec): 3 clusters
  Score: Raw -3561141.504249 + Penalty 3429.579472 = -3557711.924777
  nChanged 17664
		SP:Iteration 1F (125617.430000 sec): 3 clusters
  Score: Raw -3570873.748719 + Penalty 3429.579472 = -3567444.169247
  nChanged 1386
		SP:Iteration 2Q (125617.870000 sec): 3 clusters
  Score: Raw -3571252.478735 + Penalty 3429.579472 = -3567822.899263
  nChanged 1438
		SP:Iteration 3Q (125618.300000 sec): 3 clusters
  Score: Raw -3571728.272046 + Penalty 3429.579472 = -3568298.692575
  nChanged 1644
		SP:Iteration 4Q (125618.810000 sec): 3 clusters
  Score: Raw -3572436.623361 + Penalty 3429.579472 = -3569007.043890
  nChanged 2192
		SP:Iteration 5F (125619.240000 sec): 3 clusters
  Score: Raw -3573681.236429 + Penalty 3429.579472 = -3570251.656957
  nChanged 2760
		SP:Iteration 6F (125619.590000 sec): 3 clusters
  Score: Raw -3575694.949602 + Penalty 3429.579472 = -3572265.370130
  nChanged 3208
		SP:Iteration 7F (125619.980000 sec): 3 clusters
  Score: Raw -3578538.952827 + Penalty 3429.579472 = -3575109.373355
  nChanged 3082
		SP:Iteration 8F (125620.420000 sec): 3 clusters
  Score: Raw -3581640.712221 + Penalty 3429.579472 = -3578211.132749
  nChanged 2093
		SP:Iteration 9F (125620.820000 sec): 3 clusters
  Score: Raw -3583780.996583 + Penalty 3429.579472 = -3580351.417111
  nChanged 844
		SP:Iteration 10Q (125621.300000 sec): 3 clusters
  Score: Raw -3584623.209731 + Penalty 3429.579472 = -3581193.630259
  nChanged 237
		SP:Iteration 11Q (125621.700000 sec): 3 clusters
  Score: Raw -3584888.433213 + Penalty 3429.579472 = -3581458.853741
  nChanged 70
		SP:Iteration 12Q (125622.130000 sec): 3 clusters
  Score: Raw -3584984.893144 + Penalty 3429.579472 = -3581555.313673
  nChanged 41
		SP:Iteration 13Q (125622.570000 sec): 3 clusters
  Score: Raw -3585045.029596 + Penalty 3429.579472 = -3581615.450124
  nChanged 22
		SP:Iteration 14Q (125623.000000 sec): 3 clusters
  Score: Raw -3585075.667532 + Penalty 3429.579472 = -3581646.088061
  nChanged 11
		SP:Iteration 15Q (125623.400000 sec): 3 clusters
  Score: Raw -3585096.355032 + Penalty 3429.579472 = -3581666.775560
  nChanged 6
		SP:Iteration 16Q (125623.880000 sec): 3 clusters
  Score: Raw -3585104.910741 + Penalty 3429.579472 = -3581675.331269
  nChanged 4
		SP:Iteration 17Q (125624.320000 sec): 3 clusters
  Score: Raw -3585112.582968 + Penalty 3429.579472 = -3581683.003497
  nChanged 4
		SP:Iteration 18Q (125624.720000 sec): 3 clusters
  Score: Raw -3585122.565646 + Penalty 3429.579472 = -3581692.986174
  nChanged 5
		SP:Iteration 19Q (125625.190000 sec): 3 clusters
  Score: Raw -3585128.283777 + Penalty 3429.579472 = -3581698.704305
  nChanged 0
		SP:Iteration 20F (125625.550000 sec): 3 clusters
  Score: Raw -3585128.283777 + Penalty 3429.579472 = -3581698.704305
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 63 (775 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125625.660000 sec): 2 clusters
  Score: Raw -60768.019166 + Penalty 1081.090242 = -59686.928924
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125625.810000 sec): 3 clusters
  Score: Raw -60596.277283 + Penalty 2162.180485 = -58434.096798
  nChanged 223
		SP:Iteration 1F (125625.970000 sec): 3 clusters
  Score: Raw -60873.608834 + Penalty 2162.180485 = -58711.428350
  nChanged 55
		SP:Iteration 2F (125626.130000 sec): 3 clusters
  Score: Raw -60973.642866 + Penalty 2162.180485 = -58811.462381
  nChanged 40
		SP:Iteration 3F (125626.290000 sec): 3 clusters
  Score: Raw -61035.733095 + Penalty 2162.180485 = -58873.552610
  nChanged 13
		SP:Iteration 4Q (125626.400000 sec): 3 clusters
  Score: Raw -61050.492492 + Penalty 2162.180485 = -58888.312007
  nChanged 9
		SP:Iteration 5Q (125626.560000 sec): 3 clusters
  Score: Raw -61059.112502 + Penalty 2162.180485 = -58896.932018
  nChanged 5
		SP:Iteration 6Q (125626.730000 sec): 3 clusters
  Score: Raw -61064.340556 + Penalty 2162.180485 = -58902.160071
  nChanged 4
		SP:Iteration 7Q (125626.910000 sec): 3 clusters
  Score: Raw -61070.587488 + Penalty 2162.180485 = -58908.407004
  nChanged 2
		SP:Iteration 8Q (125627.080000 sec): 3 clusters
  Score: Raw -61072.104696 + Penalty 2162.180485 = -58909.924212
  nChanged 4
		SP:Iteration 9Q (125627.260000 sec): 3 clusters
  Score: Raw -61078.477436 + Penalty 2162.180485 = -58916.296951
  nChanged 5
		SP:Iteration 10Q (125627.430000 sec): 3 clusters
  Score: Raw -61084.787592 + Penalty 2162.180485 = -58922.607108
  nChanged 4
		SP:Iteration 11Q (125627.610000 sec): 3 clusters
  Score: Raw -61087.375139 + Penalty 2162.180485 = -58925.194655
  nChanged 1
		SP:Iteration 12Q (125627.790000 sec): 3 clusters
  Score: Raw -61088.663488 + Penalty 2162.180485 = -58926.483003
  nChanged 1
		SP:Iteration 13Q (125627.960000 sec): 3 clusters
  Score: Raw -61090.542958 + Penalty 2162.180485 = -58928.362473
  nChanged 2
		SP:Iteration 14Q (125628.140000 sec): 3 clusters
  Score: Raw -61091.738356 + Penalty 2162.180485 = -58929.557871
  nChanged 2
		SP:Iteration 15Q (125628.310000 sec): 3 clusters
  Score: Raw -61093.009286 + Penalty 2162.180485 = -58930.828802
  nChanged 2
		SP:Iteration 16Q (125628.490000 sec): 3 clusters
  Score: Raw -61095.491967 + Penalty 2162.180485 = -58933.311482
  nChanged 2
		SP:Iteration 17Q (125628.670000 sec): 3 clusters
  Score: Raw -61096.386844 + Penalty 2162.180485 = -58934.206360
  nChanged 1
		SP:Iteration 18Q (125628.840000 sec): 3 clusters
  Score: Raw -61096.957657 + Penalty 2162.180485 = -58934.777172
  nChanged 0
		SP:Iteration 19F (125629.020000 sec): 3 clusters
  Score: Raw -61096.957657 + Penalty 2162.180485 = -58934.777172
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 64 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125629.110000 sec): 2 clusters
  Score: Raw -36967.533101 + Penalty 986.494881 = -35981.038220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125629.280000 sec): 3 clusters
  Score: Raw -36932.002580 + Penalty 1972.989762 = -34959.012819
  nChanged 75
		SP:Iteration 1F (125629.450000 sec): 3 clusters
  Score: Raw -37050.097696 + Penalty 1972.989762 = -35077.107934
  nChanged 19
		SP:Iteration 2Q (125629.630000 sec): 3 clusters
  Score: Raw -37107.613438 + Penalty 1972.989762 = -35134.623677
  nChanged 15
		SP:Iteration 3Q (125629.810000 sec): 3 clusters
  Score: Raw -37140.895644 + Penalty 1972.989762 = -35167.905883
  nChanged 10
		SP:Iteration 4Q (125629.980000 sec): 3 clusters
  Score: Raw -37174.042178 + Penalty 1972.989762 = -35201.052416
  nChanged 9
		SP:Iteration 5Q (125630.160000 sec): 3 clusters
  Score: Raw -37203.168296 + Penalty 1972.989762 = -35230.178534
  nChanged 7
		SP:Iteration 6Q (125630.330000 sec): 3 clusters
  Score: Raw -37215.635698 + Penalty 1972.989762 = -35242.645937
  nChanged 4
		SP:Iteration 7Q (125630.510000 sec): 3 clusters
  Score: Raw -37220.636127 + Penalty 1972.989762 = -35247.646366
  nChanged 2
		SP:Iteration 8Q (125630.690000 sec): 3 clusters
  Score: Raw -37229.707850 + Penalty 1972.989762 = -35256.718088
  nChanged 3
		SP:Iteration 9Q (125630.860000 sec): 3 clusters
  Score: Raw -37233.801398 + Penalty 1972.989762 = -35260.811636
  nChanged 2
		SP:Iteration 10Q (125631.040000 sec): 3 clusters
  Score: Raw -37235.378237 + Penalty 1972.989762 = -35262.388476
  nChanged 1
		SP:Iteration 11Q (125631.210000 sec): 3 clusters
  Score: Raw -37236.814190 + Penalty 1972.989762 = -35263.824428
  nChanged 0
		SP:Iteration 12F (125631.390000 sec): 3 clusters
  Score: Raw -37236.814190 + Penalty 1972.989762 = -35263.824428
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 65 (1544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125631.510000 sec): 2 clusters
  Score: Raw -128525.784877 + Penalty 1193.096406 = -127332.688471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125631.670000 sec): 3 clusters
  Score: Raw -127942.161402 + Penalty 2386.192812 = -125555.968590
  nChanged 515
		SP:Iteration 1F (125631.840000 sec): 3 clusters
  Score: Raw -128294.234446 + Penalty 2386.192812 = -125908.041634
  nChanged 119
		SP:Iteration 2F (125632.010000 sec): 3 clusters
  Score: Raw -128400.604515 + Penalty 2386.192812 = -126014.411703
  nChanged 83
		SP:Iteration 3F (125632.190000 sec): 3 clusters
  Score: Raw -128468.943095 + Penalty 2386.192812 = -126082.750283
  nChanged 53
		SP:Iteration 4Q (125632.370000 sec): 3 clusters
  Score: Raw -128514.584056 + Penalty 2386.192812 = -126128.391244
  nChanged 49
		SP:Iteration 5Q (125632.540000 sec): 3 clusters
  Score: Raw -128548.442037 + Penalty 2386.192812 = -126162.249224
  nChanged 38
		SP:Iteration 6Q (125632.720000 sec): 3 clusters
  Score: Raw -128577.337681 + Penalty 2386.192812 = -126191.144868
  nChanged 32
		SP:Iteration 7Q (125632.890000 sec): 3 clusters
  Score: Raw -128598.807325 + Penalty 2386.192812 = -126212.614513
  nChanged 31
		SP:Iteration 8Q (125633.070000 sec): 3 clusters
  Score: Raw -128621.608215 + Penalty 2386.192812 = -126235.415403
  nChanged 25
		SP:Iteration 9Q (125633.250000 sec): 3 clusters
  Score: Raw -128640.098298 + Penalty 2386.192812 = -126253.905485
  nChanged 29
		SP:Iteration 10Q (125633.420000 sec): 3 clusters
  Score: Raw -128663.502436 + Penalty 2386.192812 = -126277.309624
  nChanged 26
		SP:Iteration 11Q (125633.600000 sec): 3 clusters
  Score: Raw -128685.277197 + Penalty 2386.192812 = -126299.084385
  nChanged 18
		SP:Iteration 12Q (125633.770000 sec): 3 clusters
  Score: Raw -128698.703109 + Penalty 2386.192812 = -126312.510297
  nChanged 7
		SP:Iteration 13Q (125633.950000 sec): 3 clusters
  Score: Raw -128702.525635 + Penalty 2386.192812 = -126316.332823
  nChanged 3
		SP:Iteration 14Q (125634.130000 sec): 3 clusters
  Score: Raw -128705.132358 + Penalty 2386.192812 = -126318.939545
  nChanged 6
		SP:Iteration 15Q (125634.300000 sec): 3 clusters
  Score: Raw -128710.010207 + Penalty 2386.192812 = -126323.817395
  nChanged 7
		SP:Iteration 16Q (125634.480000 sec): 3 clusters
  Score: Raw -128714.839044 + Penalty 2386.192812 = -126328.646232
  nChanged 5
		SP:Iteration 17Q (125634.650000 sec): 3 clusters
  Score: Raw -128717.183760 + Penalty 2386.192812 = -126330.990948
  nChanged 4
		SP:Iteration 18Q (125634.820000 sec): 3 clusters
  Score: Raw -128719.725569 + Penalty 2386.192812 = -126333.532756
  nChanged 3
		SP:Iteration 19Q (125635.000000 sec): 3 clusters
  Score: Raw -128722.437430 + Penalty 2386.192812 = -126336.244618
  nChanged 4
		SP:Iteration 20F (125635.170000 sec): 3 clusters
  Score: Raw -128725.579867 + Penalty 2386.192812 = -126339.387055
  nChanged 5
		SP:Iteration 21Q (125635.350000 sec): 3 clusters
  Score: Raw -128729.476678 + Penalty 2386.192812 = -126343.283866
  nChanged 3
		SP:Iteration 22Q (125635.530000 sec): 3 clusters
  Score: Raw -128731.043989 + Penalty 2386.192812 = -126344.851176
  nChanged 3
		SP:Iteration 23Q (125635.700000 sec): 3 clusters
  Score: Raw -128732.583538 + Penalty 2386.192812 = -126346.390726
  nChanged 5
		SP:Iteration 24Q (125635.880000 sec): 3 clusters
  Score: Raw -128734.797204 + Penalty 2386.192812 = -126348.604392
  nChanged 1
		SP:Iteration 25Q (125636.050000 sec): 3 clusters
  Score: Raw -128735.140281 + Penalty 2386.192812 = -126348.947469
  nChanged 0
		SP:Iteration 26F (125636.230000 sec): 3 clusters
  Score: Raw -128735.140281 + Penalty 2386.192812 = -126348.947469
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 66 (450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125636.320000 sec): 2 clusters
  Score: Raw -36746.869961 + Penalty 992.752732 = -35754.117229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125636.490000 sec): 3 clusters
  Score: Raw -36697.975819 + Penalty 1985.505464 = -34712.470355
  nChanged 96
		SP:Iteration 1F (125636.670000 sec): 3 clusters
  Score: Raw -36838.941874 + Penalty 1985.505464 = -34853.436409
  nChanged 27
		SP:Iteration 2F (125636.850000 sec): 3 clusters
  Score: Raw -36890.980376 + Penalty 1985.505464 = -34905.474912
  nChanged 9
		SP:Iteration 3Q (125637.020000 sec): 3 clusters
  Score: Raw -36902.304914 + Penalty 1985.505464 = -34916.799450
  nChanged 2
		SP:Iteration 4Q (125637.200000 sec): 3 clusters
  Score: Raw -36903.643200 + Penalty 1985.505464 = -34918.137736
  nChanged 0
		SP:Iteration 5F (125637.370000 sec): 3 clusters
  Score: Raw -36903.643200 + Penalty 1985.505464 = -34918.137736
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 67 (2749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125637.470000 sec): 2 clusters
  Score: Raw -225208.804643 + Penalty 1286.836279 = -223921.968364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125637.630000 sec): 3 clusters
  Score: Raw -223929.279473 + Penalty 2573.672559 = -221355.606914
  nChanged 1015
		SP:Iteration 1F (125637.790000 sec): 3 clusters
  Score: Raw -224527.419660 + Penalty 2573.672559 = -221953.747102
  nChanged 219
		SP:Iteration 2F (125637.950000 sec): 3 clusters
  Score: Raw -224679.388901 + Penalty 2573.672559 = -222105.716342
  nChanged 163
		SP:Iteration 3F (125638.110000 sec): 3 clusters
  Score: Raw -224804.361019 + Penalty 2573.672559 = -222230.688460
  nChanged 132
		SP:Iteration 4Q (125638.270000 sec): 3 clusters
  Score: Raw -224901.934952 + Penalty 2573.672559 = -222328.262394
  nChanged 119
		SP:Iteration 5Q (125638.430000 sec): 3 clusters
  Score: Raw -224988.177980 + Penalty 2573.672559 = -222414.505421
  nChanged 89
		SP:Iteration 6Q (125638.590000 sec): 3 clusters
  Score: Raw -225052.231452 + Penalty 2573.672559 = -222478.558893
  nChanged 81
		SP:Iteration 7Q (125638.750000 sec): 3 clusters
  Score: Raw -225107.479420 + Penalty 2573.672559 = -222533.806861
  nChanged 88
		SP:Iteration 8Q (125638.920000 sec): 3 clusters
  Score: Raw -225170.003509 + Penalty 2573.672559 = -222596.330951
  nChanged 63
		SP:Iteration 9Q (125639.090000 sec): 3 clusters
  Score: Raw -225220.389256 + Penalty 2573.672559 = -222646.716697
  nChanged 58
		SP:Iteration 10Q (125639.260000 sec): 3 clusters
  Score: Raw -225260.150706 + Penalty 2573.672559 = -222686.478147
  nChanged 51
		SP:Iteration 11Q (125639.440000 sec): 3 clusters
  Score: Raw -225287.811852 + Penalty 2573.672559 = -222714.139293
  nChanged 49
		SP:Iteration 12Q (125639.610000 sec): 3 clusters
  Score: Raw -225321.605989 + Penalty 2573.672559 = -222747.933431
  nChanged 39
		SP:Iteration 13Q (125639.790000 sec): 3 clusters
  Score: Raw -225342.509520 + Penalty 2573.672559 = -222768.836961
  nChanged 27
		SP:Iteration 14Q (125639.970000 sec): 3 clusters
  Score: Raw -225359.791038 + Penalty 2573.672559 = -222786.118480
  nChanged 29
		SP:Iteration 15Q (125640.140000 sec): 3 clusters
  Score: Raw -225372.770472 + Penalty 2573.672559 = -222799.097913
  nChanged 21
		SP:Iteration 16Q (125640.320000 sec): 3 clusters
  Score: Raw -225383.934058 + Penalty 2573.672559 = -222810.261499
  nChanged 15
		SP:Iteration 17Q (125640.500000 sec): 3 clusters
  Score: Raw -225389.997337 + Penalty 2573.672559 = -222816.324778
  nChanged 10
		SP:Iteration 18Q (125640.670000 sec): 3 clusters
  Score: Raw -225394.968925 + Penalty 2573.672559 = -222821.296367
  nChanged 12
		SP:Iteration 19Q (125640.850000 sec): 3 clusters
  Score: Raw -225400.262552 + Penalty 2573.672559 = -222826.589993
  nChanged 7
		SP:Iteration 20F (125641.020000 sec): 3 clusters
  Score: Raw -225402.117738 + Penalty 2573.672559 = -222828.445180
  nChanged 8
		SP:Iteration 21Q (125641.200000 sec): 3 clusters
  Score: Raw -225405.897001 + Penalty 2573.672559 = -222832.224442
  nChanged 4
		SP:Iteration 22Q (125641.380000 sec): 3 clusters
  Score: Raw -225408.284596 + Penalty 2573.672559 = -222834.612037
  nChanged 7
		SP:Iteration 23Q (125641.550000 sec): 3 clusters
  Score: Raw -225411.633320 + Penalty 2573.672559 = -222837.960761
  nChanged 7
		SP:Iteration 24Q (125641.730000 sec): 3 clusters
  Score: Raw -225414.617509 + Penalty 2573.672559 = -222840.944950
  nChanged 4
		SP:Iteration 25Q (125641.900000 sec): 3 clusters
  Score: Raw -225415.592459 + Penalty 2573.672559 = -222841.919900
  nChanged 4
		SP:Iteration 26Q (125642.080000 sec): 3 clusters
  Score: Raw -225417.181058 + Penalty 2573.672559 = -222843.508500
  nChanged 5
		SP:Iteration 27Q (125642.250000 sec): 3 clusters
  Score: Raw -225419.426289 + Penalty 2573.672559 = -222845.753731
  nChanged 8
		SP:Iteration 28Q (125642.430000 sec): 3 clusters
  Score: Raw -225422.313285 + Penalty 2573.672559 = -222848.640727
  nChanged 6
		SP:Iteration 29Q (125642.600000 sec): 3 clusters
  Score: Raw -225424.342908 + Penalty 2573.672559 = -222850.670350
  nChanged 1
		SP:Iteration 30Q (125642.780000 sec): 3 clusters
  Score: Raw -225424.832952 + Penalty 2573.672559 = -222851.160393
  nChanged 1
		SP:Iteration 31Q (125642.960000 sec): 3 clusters
  Score: Raw -225425.054586 + Penalty 2573.672559 = -222851.382028
  nChanged 0
		SP:Iteration 32F (125643.130000 sec): 3 clusters
  Score: Raw -225425.054586 + Penalty 2573.672559 = -222851.382028
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 68 (7365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125643.250000 sec): 2 clusters
  Score: Raw -609325.606303 + Penalty 1446.980328 = -607878.625974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125643.470000 sec): 3 clusters
  Score: Raw -605287.778403 + Penalty 2893.960657 = -602393.817746
  nChanged 3119
		SP:Iteration 1F (125643.670000 sec): 3 clusters
  Score: Raw -607249.626443 + Penalty 2893.960657 = -604355.665786
  nChanged 631
		SP:Iteration 2F (125643.870000 sec): 3 clusters
  Score: Raw -607805.495825 + Penalty 2893.960657 = -604911.535168
  nChanged 580
		SP:Iteration 3F (125644.080000 sec): 3 clusters
  Score: Raw -608246.959250 + Penalty 2893.960657 = -605352.998594
  nChanged 485
		SP:Iteration 4F (125644.260000 sec): 3 clusters
  Score: Raw -608564.433884 + Penalty 2893.960657 = -605670.473227
  nChanged 425
		SP:Iteration 5F (125644.460000 sec): 3 clusters
  Score: Raw -608873.441826 + Penalty 2893.960657 = -605979.481169
  nChanged 378
		SP:Iteration 6F (125644.640000 sec): 3 clusters
  Score: Raw -609142.132038 + Penalty 2893.960657 = -606248.171381
  nChanged 326
		SP:Iteration 7Q (125644.830000 sec): 3 clusters
  Score: Raw -609361.177708 + Penalty 2893.960657 = -606467.217051
  nChanged 273
		SP:Iteration 8Q (125645.020000 sec): 3 clusters
  Score: Raw -609552.447191 + Penalty 2893.960657 = -606658.486534
  nChanged 227
		SP:Iteration 9Q (125645.220000 sec): 3 clusters
  Score: Raw -609707.073836 + Penalty 2893.960657 = -606813.113179
  nChanged 182
		SP:Iteration 10Q (125645.410000 sec): 3 clusters
  Score: Raw -609829.637630 + Penalty 2893.960657 = -606935.676973
  nChanged 147
		SP:Iteration 11Q (125645.610000 sec): 3 clusters
  Score: Raw -609929.133953 + Penalty 2893.960657 = -607035.173296
  nChanged 105
		SP:Iteration 12Q (125645.820000 sec): 3 clusters
  Score: Raw -609996.503553 + Penalty 2893.960657 = -607102.542896
  nChanged 83
		SP:Iteration 13Q (125646.010000 sec): 3 clusters
  Score: Raw -610045.050301 + Penalty 2893.960657 = -607151.089645
  nChanged 54
		SP:Iteration 14Q (125646.200000 sec): 3 clusters
  Score: Raw -610075.025101 + Penalty 2893.960657 = -607181.064444
  nChanged 52
		SP:Iteration 15Q (125646.390000 sec): 3 clusters
  Score: Raw -610108.236220 + Penalty 2893.960657 = -607214.275563
  nChanged 42
		SP:Iteration 16Q (125646.580000 sec): 3 clusters
  Score: Raw -610146.170002 + Penalty 2893.960657 = -607252.209345
  nChanged 51
		SP:Iteration 17Q (125646.770000 sec): 3 clusters
  Score: Raw -610193.007286 + Penalty 2893.960657 = -607299.046630
  nChanged 42
		SP:Iteration 18Q (125646.940000 sec): 3 clusters
  Score: Raw -610238.545875 + Penalty 2893.960657 = -607344.585218
  nChanged 35
		SP:Iteration 19Q (125647.160000 sec): 3 clusters
  Score: Raw -610274.292627 + Penalty 2893.960657 = -607380.331970
  nChanged 31
		SP:Iteration 20F (125647.350000 sec): 3 clusters
  Score: Raw -610303.254671 + Penalty 2893.960657 = -607409.294014
  nChanged 22
		SP:Iteration 21Q (125647.550000 sec): 3 clusters
  Score: Raw -610319.508775 + Penalty 2893.960657 = -607425.548119
  nChanged 18
		SP:Iteration 22Q (125647.710000 sec): 3 clusters
  Score: Raw -610336.361128 + Penalty 2893.960657 = -607442.400471
  nChanged 23
		SP:Iteration 23Q (125647.900000 sec): 3 clusters
  Score: Raw -610359.763872 + Penalty 2893.960657 = -607465.803215
  nChanged 25
		SP:Iteration 24Q (125648.100000 sec): 3 clusters
  Score: Raw -610388.277085 + Penalty 2893.960657 = -607494.316428
  nChanged 26
		SP:Iteration 25Q (125648.290000 sec): 3 clusters
  Score: Raw -610408.975390 + Penalty 2893.960657 = -607515.014733
  nChanged 18
		SP:Iteration 26Q (125648.500000 sec): 3 clusters
  Score: Raw -610427.961074 + Penalty 2893.960657 = -607534.000417
  nChanged 17
		SP:Iteration 27Q (125648.700000 sec): 3 clusters
  Score: Raw -610446.086836 + Penalty 2893.960657 = -607552.126179
  nChanged 18
		SP:Iteration 28Q (125648.890000 sec): 3 clusters
  Score: Raw -610466.435956 + Penalty 2893.960657 = -607572.475299
  nChanged 15
		SP:Iteration 29Q (125649.080000 sec): 3 clusters
  Score: Raw -610479.776686 + Penalty 2893.960657 = -607585.816029
  nChanged 9
		SP:Iteration 30Q (125649.290000 sec): 3 clusters
  Score: Raw -610490.770601 + Penalty 2893.960657 = -607596.809944
  nChanged 9
		SP:Iteration 31Q (125649.560000 sec): 3 clusters
  Score: Raw -610506.384670 + Penalty 2893.960657 = -607612.424013
  nChanged 11
		SP:Iteration 32Q (125649.780000 sec): 3 clusters
  Score: Raw -610521.574226 + Penalty 2893.960657 = -607627.613569
  nChanged 9
		SP:Iteration 33Q (125649.940000 sec): 3 clusters
  Score: Raw -610532.279440 + Penalty 2893.960657 = -607638.318783
  nChanged 6
		SP:Iteration 34Q (125650.120000 sec): 3 clusters
  Score: Raw -610535.642541 + Penalty 2893.960657 = -607641.681884
  nChanged 5
		SP:Iteration 35Q (125650.310000 sec): 3 clusters
  Score: Raw -610538.018746 + Penalty 2893.960657 = -607644.058089
  nChanged 2
		SP:Iteration 36Q (125650.550000 sec): 3 clusters
  Score: Raw -610539.569311 + Penalty 2893.960657 = -607645.608654
  nChanged 3
		SP:Iteration 37Q (125650.700000 sec): 3 clusters
  Score: Raw -610541.359864 + Penalty 2893.960657 = -607647.399208
  nChanged 0
		SP:Iteration 38F (125650.880000 sec): 3 clusters
  Score: Raw -610541.359864 + Penalty 2893.960657 = -607647.399208
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 69 (2988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125650.960000 sec): 2 clusters
  Score: Raw -233030.683981 + Penalty 1300.383426 = -231730.300554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125651.120000 sec): 3 clusters
  Score: Raw -231634.522892 + Penalty 2600.766853 = -229033.756039
  nChanged 1136
		SP:Iteration 1F (125651.280000 sec): 3 clusters
  Score: Raw -232297.074456 + Penalty 2600.766853 = -229696.307603
  nChanged 252
		SP:Iteration 2F (125651.440000 sec): 3 clusters
  Score: Raw -232463.936618 + Penalty 2600.766853 = -229863.169766
  nChanged 187
		SP:Iteration 3F (125651.600000 sec): 3 clusters
  Score: Raw -232586.288767 + Penalty 2600.766853 = -229985.521915
  nChanged 138
		SP:Iteration 4Q (125651.760000 sec): 3 clusters
  Score: Raw -232701.834441 + Penalty 2600.766853 = -230101.067589
  nChanged 132
		SP:Iteration 5Q (125651.920000 sec): 3 clusters
  Score: Raw -232805.258680 + Penalty 2600.766853 = -230204.491827
  nChanged 106
		SP:Iteration 6Q (125652.080000 sec): 3 clusters
  Score: Raw -232885.453709 + Penalty 2600.766853 = -230284.686857
  nChanged 108
		SP:Iteration 7Q (125652.240000 sec): 3 clusters
  Score: Raw -232965.364504 + Penalty 2600.766853 = -230364.597651
  nChanged 88
		SP:Iteration 8Q (125652.400000 sec): 3 clusters
  Score: Raw -233026.148649 + Penalty 2600.766853 = -230425.381796
  nChanged 68
		SP:Iteration 9Q (125652.560000 sec): 3 clusters
  Score: Raw -233073.928765 + Penalty 2600.766853 = -230473.161913
  nChanged 61
		SP:Iteration 10Q (125652.720000 sec): 3 clusters
  Score: Raw -233103.267388 + Penalty 2600.766853 = -230502.500535
  nChanged 41
		SP:Iteration 11Q (125652.880000 sec): 3 clusters
  Score: Raw -233122.947770 + Penalty 2600.766853 = -230522.180917
  nChanged 35
		SP:Iteration 12Q (125653.040000 sec): 3 clusters
  Score: Raw -233144.956206 + Penalty 2600.766853 = -230544.189353
  nChanged 33
		SP:Iteration 13Q (125653.200000 sec): 3 clusters
  Score: Raw -233160.657129 + Penalty 2600.766853 = -230559.890277
  nChanged 31
		SP:Iteration 14Q (125653.360000 sec): 3 clusters
  Score: Raw -233174.718028 + Penalty 2600.766853 = -230573.951175
  nChanged 25
		SP:Iteration 15Q (125653.520000 sec): 3 clusters
  Score: Raw -233187.793848 + Penalty 2600.766853 = -230587.026996
  nChanged 17
		SP:Iteration 16Q (125653.680000 sec): 3 clusters
  Score: Raw -233196.688163 + Penalty 2600.766853 = -230595.921310
  nChanged 27
		SP:Iteration 17Q (125653.840000 sec): 3 clusters
  Score: Raw -233207.688953 + Penalty 2600.766853 = -230606.922100
  nChanged 25
		SP:Iteration 18Q (125654.000000 sec): 3 clusters
  Score: Raw -233217.854368 + Penalty 2600.766853 = -230617.087515
  nChanged 16
		SP:Iteration 19Q (125654.160000 sec): 3 clusters
  Score: Raw -233225.059258 + Penalty 2600.766853 = -230624.292406
  nChanged 14
		SP:Iteration 20F (125654.320000 sec): 3 clusters
  Score: Raw -233232.622474 + Penalty 2600.766853 = -230631.855622
  nChanged 16
		SP:Iteration 21Q (125654.480000 sec): 3 clusters
  Score: Raw -233239.904781 + Penalty 2600.766853 = -230639.137928
  nChanged 12
		SP:Iteration 22Q (125654.640000 sec): 3 clusters
  Score: Raw -233245.930049 + Penalty 2600.766853 = -230645.163196
  nChanged 10
		SP:Iteration 23Q (125654.800000 sec): 3 clusters
  Score: Raw -233250.806044 + Penalty 2600.766853 = -230650.039192
  nChanged 9
		SP:Iteration 24Q (125654.960000 sec): 3 clusters
  Score: Raw -233254.239932 + Penalty 2600.766853 = -230653.473079
  nChanged 10
		SP:Iteration 25Q (125655.120000 sec): 3 clusters
  Score: Raw -233257.253253 + Penalty 2600.766853 = -230656.486401
  nChanged 7
		SP:Iteration 26Q (125655.280000 sec): 3 clusters
  Score: Raw -233259.690943 + Penalty 2600.766853 = -230658.924090
  nChanged 8
		SP:Iteration 27Q (125655.440000 sec): 3 clusters
  Score: Raw -233262.524874 + Penalty 2600.766853 = -230661.758022
  nChanged 9
		SP:Iteration 28Q (125655.600000 sec): 3 clusters
  Score: Raw -233265.842680 + Penalty 2600.766853 = -230665.075828
  nChanged 5
		SP:Iteration 29Q (125655.760000 sec): 3 clusters
  Score: Raw -233267.326523 + Penalty 2600.766853 = -230666.559671
  nChanged 9
		SP:Iteration 30Q (125655.920000 sec): 3 clusters
  Score: Raw -233272.777110 + Penalty 2600.766853 = -230672.010257
  nChanged 17
		SP:Iteration 31Q (125656.080000 sec): 3 clusters
  Score: Raw -233281.620711 + Penalty 2600.766853 = -230680.853858
  nChanged 9
		SP:Iteration 32Q (125656.240000 sec): 3 clusters
  Score: Raw -233284.704706 + Penalty 2600.766853 = -230683.937853
  nChanged 8
		SP:Iteration 33Q (125656.400000 sec): 3 clusters
  Score: Raw -233288.889046 + Penalty 2600.766853 = -230688.122193
  nChanged 10
		SP:Iteration 34Q (125656.560000 sec): 3 clusters
  Score: Raw -233293.312984 + Penalty 2600.766853 = -230692.546131
  nChanged 8
		SP:Iteration 35Q (125656.720000 sec): 3 clusters
  Score: Raw -233295.868949 + Penalty 2600.766853 = -230695.102096
  nChanged 7
		SP:Iteration 36Q (125656.880000 sec): 3 clusters
  Score: Raw -233298.252666 + Penalty 2600.766853 = -230697.485814
  nChanged 5
		SP:Iteration 37Q (125657.040000 sec): 3 clusters
  Score: Raw -233299.945946 + Penalty 2600.766853 = -230699.179094
  nChanged 1
		SP:Iteration 38Q (125657.200000 sec): 3 clusters
  Score: Raw -233300.214121 + Penalty 2600.766853 = -230699.447268
  nChanged 0
		SP:Iteration 39F (125657.360000 sec): 3 clusters
  Score: Raw -233300.214121 + Penalty 2600.766853 = -230699.447268
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 70 (7895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125657.540000 sec): 2 clusters
  Score: Raw -637148.220263 + Penalty 1458.272551 = -635689.947713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125657.720000 sec): 3 clusters
  Score: Raw -632830.666001 + Penalty 2916.545101 = -629914.120899
  nChanged 3341
		SP:Iteration 1F (125657.910000 sec): 3 clusters
  Score: Raw -634622.374386 + Penalty 2916.545101 = -631705.829285
  nChanged 521
		SP:Iteration 2F (125658.090000 sec): 3 clusters
  Score: Raw -634874.359568 + Penalty 2916.545101 = -631957.814466
  nChanged 425
		SP:Iteration 3F (125658.270000 sec): 3 clusters
  Score: Raw -635078.244987 + Penalty 2916.545101 = -632161.699886
  nChanged 404
		SP:Iteration 4F (125658.460000 sec): 3 clusters
  Score: Raw -635297.945159 + Penalty 2916.545101 = -632381.400058
  nChanged 409
		SP:Iteration 5F (125658.650000 sec): 3 clusters
  Score: Raw -635519.275480 + Penalty 2916.545101 = -632602.730379
  nChanged 393
		SP:Iteration 6Q (125658.830000 sec): 3 clusters
  Score: Raw -635752.494808 + Penalty 2916.545101 = -632835.949707
  nChanged 358
		SP:Iteration 7Q (125659.020000 sec): 3 clusters
  Score: Raw -635987.866456 + Penalty 2916.545101 = -633071.321355
  nChanged 336
		SP:Iteration 8Q (125659.210000 sec): 3 clusters
  Score: Raw -636207.145062 + Penalty 2916.545101 = -633290.599961
  nChanged 333
		SP:Iteration 9Q (125659.400000 sec): 3 clusters
  Score: Raw -636421.141973 + Penalty 2916.545101 = -633504.596872
  nChanged 272
		SP:Iteration 10Q (125659.600000 sec): 3 clusters
  Score: Raw -636570.770200 + Penalty 2916.545101 = -633654.225099
  nChanged 222
		SP:Iteration 11Q (125659.780000 sec): 3 clusters
  Score: Raw -636691.155756 + Penalty 2916.545101 = -633774.610655
  nChanged 198
		SP:Iteration 12Q (125659.970000 sec): 3 clusters
  Score: Raw -636818.403493 + Penalty 2916.545101 = -633901.858392
  nChanged 192
		SP:Iteration 13Q (125660.170000 sec): 3 clusters
  Score: Raw -636926.339751 + Penalty 2916.545101 = -634009.794650
  nChanged 165
		SP:Iteration 14Q (125660.380000 sec): 3 clusters
  Score: Raw -637005.240439 + Penalty 2916.545101 = -634088.695337
  nChanged 129
		SP:Iteration 15Q (125660.630000 sec): 3 clusters
  Score: Raw -637072.723646 + Penalty 2916.545101 = -634156.178545
  nChanged 108
		SP:Iteration 16Q (125660.810000 sec): 3 clusters
  Score: Raw -637131.652854 + Penalty 2916.545101 = -634215.107753
  nChanged 105
		SP:Iteration 17Q (125661.060000 sec): 3 clusters
  Score: Raw -637190.411457 + Penalty 2916.545101 = -634273.866356
  nChanged 78
		SP:Iteration 18Q (125661.220000 sec): 3 clusters
  Score: Raw -637232.810527 + Penalty 2916.545101 = -634316.265425
  nChanged 76
		SP:Iteration 19Q (125661.430000 sec): 3 clusters
  Score: Raw -637275.187387 + Penalty 2916.545101 = -634358.642285
  nChanged 77
		SP:Iteration 20F (125661.640000 sec): 3 clusters
  Score: Raw -637320.354549 + Penalty 2916.545101 = -634403.809447
  nChanged 64
		SP:Iteration 21Q (125661.830000 sec): 3 clusters
  Score: Raw -637357.787018 + Penalty 2916.545101 = -634441.241917
  nChanged 61
		SP:Iteration 22Q (125662.040000 sec): 3 clusters
  Score: Raw -637392.180163 + Penalty 2916.545101 = -634475.635062
  nChanged 53
		SP:Iteration 23Q (125662.220000 sec): 3 clusters
  Score: Raw -637420.169980 + Penalty 2916.545101 = -634503.624879
  nChanged 41
		SP:Iteration 24Q (125662.410000 sec): 3 clusters
  Score: Raw -637438.756667 + Penalty 2916.545101 = -634522.211566
  nChanged 28
		SP:Iteration 25Q (125662.570000 sec): 3 clusters
  Score: Raw -637453.872887 + Penalty 2916.545101 = -634537.327786
  nChanged 29
		SP:Iteration 26Q (125662.760000 sec): 3 clusters
  Score: Raw -637469.431551 + Penalty 2916.545101 = -634552.886450
  nChanged 20
		SP:Iteration 27Q (125662.950000 sec): 3 clusters
  Score: Raw -637479.605486 + Penalty 2916.545101 = -634563.060385
  nChanged 20
		SP:Iteration 28Q (125663.150000 sec): 3 clusters
  Score: Raw -637485.787508 + Penalty 2916.545101 = -634569.242407
  nChanged 15
		SP:Iteration 29Q (125663.340000 sec): 3 clusters
  Score: Raw -637490.635869 + Penalty 2916.545101 = -634574.090768
  nChanged 11
		SP:Iteration 30Q (125663.550000 sec): 3 clusters
  Score: Raw -637494.762681 + Penalty 2916.545101 = -634578.217580
  nChanged 6
		SP:Iteration 31Q (125663.780000 sec): 3 clusters
  Score: Raw -637499.226305 + Penalty 2916.545101 = -634582.681203
  nChanged 5
		SP:Iteration 32Q (125663.970000 sec): 3 clusters
  Score: Raw -637500.886166 + Penalty 2916.545101 = -634584.341065
  nChanged 3
		SP:Iteration 33Q (125664.120000 sec): 3 clusters
  Score: Raw -637501.556479 + Penalty 2916.545101 = -634585.011378
  nChanged 2
		SP:Iteration 34Q (125664.310000 sec): 3 clusters
  Score: Raw -637502.187421 + Penalty 2916.545101 = -634585.642320
  nChanged 0
		SP:Iteration 35F (125664.510000 sec): 3 clusters
  Score: Raw -637502.187421 + Penalty 2916.545101 = -634585.642320
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 71 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125664.610000 sec): 2 clusters
  Score: Raw -22520.273555 + Penalty 896.586096 = -21623.687460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125664.790000 sec): 3 clusters
  Score: Raw -22569.325611 + Penalty 1793.172191 = -20776.153420
  nChanged 32
		SP:Iteration 1F (125664.970000 sec): 3 clusters
  Score: Raw -22652.592846 + Penalty 1793.172191 = -20859.420655
  nChanged 4
		SP:Iteration 2Q (125665.140000 sec): 3 clusters
  Score: Raw -22661.667497 + Penalty 1793.172191 = -20868.495306
  nChanged 0
		SP:Iteration 3F (125665.320000 sec): 3 clusters
  Score: Raw -22661.667497 + Penalty 1793.172191 = -20868.495306
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 72 (2838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125665.420000 sec): 2 clusters
  Score: Raw -230433.321486 + Penalty 1292.013914 = -229141.307572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125665.570000 sec): 3 clusters
  Score: Raw -229140.532068 + Penalty 2584.027829 = -226556.504239
  nChanged 1088
		SP:Iteration 1F (125665.730000 sec): 3 clusters
  Score: Raw -229854.579282 + Penalty 2584.027829 = -227270.551453
  nChanged 219
		SP:Iteration 2F (125665.890000 sec): 3 clusters
  Score: Raw -230078.600444 + Penalty 2584.027829 = -227494.572615
  nChanged 204
		SP:Iteration 3F (125666.050000 sec): 3 clusters
  Score: Raw -230338.557764 + Penalty 2584.027829 = -227754.529936
  nChanged 213
		SP:Iteration 4F (125666.210000 sec): 3 clusters
  Score: Raw -230621.648687 + Penalty 2584.027829 = -228037.620859
  nChanged 201
		SP:Iteration 5F (125666.380000 sec): 3 clusters
  Score: Raw -230812.810530 + Penalty 2584.027829 = -228228.782701
  nChanged 158
		SP:Iteration 6F (125666.550000 sec): 3 clusters
  Score: Raw -230957.519913 + Penalty 2584.027829 = -228373.492085
  nChanged 133
		SP:Iteration 7Q (125666.730000 sec): 3 clusters
  Score: Raw -231067.387368 + Penalty 2584.027829 = -228483.359539
  nChanged 97
		SP:Iteration 8Q (125666.900000 sec): 3 clusters
  Score: Raw -231132.214685 + Penalty 2584.027829 = -228548.186856
  nChanged 60
		SP:Iteration 9Q (125667.070000 sec): 3 clusters
  Score: Raw -231173.314096 + Penalty 2584.027829 = -228589.286267
  nChanged 41
		SP:Iteration 10Q (125667.250000 sec): 3 clusters
  Score: Raw -231195.695004 + Penalty 2584.027829 = -228611.667175
  nChanged 35
		SP:Iteration 11Q (125667.420000 sec): 3 clusters
  Score: Raw -231212.832652 + Penalty 2584.027829 = -228628.804823
  nChanged 24
		SP:Iteration 12Q (125667.590000 sec): 3 clusters
  Score: Raw -231225.812053 + Penalty 2584.027829 = -228641.784224
  nChanged 15
		SP:Iteration 13Q (125667.770000 sec): 3 clusters
  Score: Raw -231232.217716 + Penalty 2584.027829 = -228648.189888
  nChanged 13
		SP:Iteration 14Q (125667.940000 sec): 3 clusters
  Score: Raw -231238.336946 + Penalty 2584.027829 = -228654.309117
  nChanged 9
		SP:Iteration 15Q (125668.110000 sec): 3 clusters
  Score: Raw -231242.335812 + Penalty 2584.027829 = -228658.307983
  nChanged 8
		SP:Iteration 16Q (125668.290000 sec): 3 clusters
  Score: Raw -231245.193956 + Penalty 2584.027829 = -228661.166127
  nChanged 4
		SP:Iteration 17Q (125668.460000 sec): 3 clusters
  Score: Raw -231246.497047 + Penalty 2584.027829 = -228662.469218
  nChanged 2
		SP:Iteration 18Q (125668.630000 sec): 3 clusters
  Score: Raw -231247.228937 + Penalty 2584.027829 = -228663.201108
  nChanged 3
		SP:Iteration 19Q (125668.810000 sec): 3 clusters
  Score: Raw -231248.392831 + Penalty 2584.027829 = -228664.365003
  nChanged 2
		SP:Iteration 20F (125668.980000 sec): 3 clusters
  Score: Raw -231249.024795 + Penalty 2584.027829 = -228664.996966
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 73 (8012 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125669.130000 sec): 2 clusters
  Score: Raw -670918.072723 + Penalty 1460.663051 = -669457.409672
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125669.300000 sec): 3 clusters
  Score: Raw -666504.813708 + Penalty 2921.326101 = -663583.487607
  nChanged 3434
		SP:Iteration 1F (125669.480000 sec): 3 clusters
  Score: Raw -668491.941821 + Penalty 2921.326101 = -665570.615720
  nChanged 651
		SP:Iteration 2F (125669.660000 sec): 3 clusters
  Score: Raw -668966.847310 + Penalty 2921.326101 = -666045.521209
  nChanged 615
		SP:Iteration 3F (125669.840000 sec): 3 clusters
  Score: Raw -669495.278610 + Penalty 2921.326101 = -666573.952509
  nChanged 637
		SP:Iteration 4F (125670.100000 sec): 3 clusters
  Score: Raw -670119.352220 + Penalty 2921.326101 = -667198.026118
  nChanged 588
		SP:Iteration 5F (125670.240000 sec): 3 clusters
  Score: Raw -670665.875779 + Penalty 2921.326101 = -667744.549678
  nChanged 464
		SP:Iteration 6F (125670.430000 sec): 3 clusters
  Score: Raw -671009.800419 + Penalty 2921.326101 = -668088.474317
  nChanged 344
		SP:Iteration 7Q (125670.610000 sec): 3 clusters
  Score: Raw -671228.333761 + Penalty 2921.326101 = -668307.007660
  nChanged 244
		SP:Iteration 8Q (125670.790000 sec): 3 clusters
  Score: Raw -671353.484587 + Penalty 2921.326101 = -668432.158486
  nChanged 146
		SP:Iteration 9Q (125670.970000 sec): 3 clusters
  Score: Raw -671415.692712 + Penalty 2921.326101 = -668494.366611
  nChanged 112
		SP:Iteration 10Q (125671.150000 sec): 3 clusters
  Score: Raw -671456.647376 + Penalty 2921.326101 = -668535.321275
  nChanged 72
		SP:Iteration 11Q (125671.330000 sec): 3 clusters
  Score: Raw -671480.054637 + Penalty 2921.326101 = -668558.728536
  nChanged 51
		SP:Iteration 12Q (125671.510000 sec): 3 clusters
  Score: Raw -671499.555441 + Penalty 2921.326101 = -668578.229340
  nChanged 53
		SP:Iteration 13Q (125671.700000 sec): 3 clusters
  Score: Raw -671517.888799 + Penalty 2921.326101 = -668596.562698
  nChanged 46
		SP:Iteration 14Q (125671.880000 sec): 3 clusters
  Score: Raw -671532.810397 + Penalty 2921.326101 = -668611.484295
  nChanged 37
		SP:Iteration 15Q (125672.070000 sec): 3 clusters
  Score: Raw -671547.671003 + Penalty 2921.326101 = -668626.344901
  nChanged 38
		SP:Iteration 16Q (125672.240000 sec): 3 clusters
  Score: Raw -671562.808834 + Penalty 2921.326101 = -668641.482733
  nChanged 42
		SP:Iteration 17Q (125672.440000 sec): 3 clusters
  Score: Raw -671580.110302 + Penalty 2921.326101 = -668658.784201
  nChanged 43
		SP:Iteration 18Q (125672.630000 sec): 3 clusters
  Score: Raw -671595.938097 + Penalty 2921.326101 = -668674.611996
  nChanged 42
		SP:Iteration 19Q (125672.820000 sec): 3 clusters
  Score: Raw -671611.412582 + Penalty 2921.326101 = -668690.086481
  nChanged 38
		SP:Iteration 20F (125672.990000 sec): 3 clusters
  Score: Raw -671628.690172 + Penalty 2921.326101 = -668707.364071
  nChanged 34
		SP:Iteration 21Q (125673.160000 sec): 3 clusters
  Score: Raw -671644.123184 + Penalty 2921.326101 = -668722.797082
  nChanged 41
		SP:Iteration 22Q (125673.330000 sec): 3 clusters
  Score: Raw -671658.220015 + Penalty 2921.326101 = -668736.893914
  nChanged 37
		SP:Iteration 23Q (125673.500000 sec): 3 clusters
  Score: Raw -671672.277972 + Penalty 2921.326101 = -668750.951870
  nChanged 36
		SP:Iteration 24Q (125673.770000 sec): 3 clusters
  Score: Raw -671684.492625 + Penalty 2921.326101 = -668763.166524
  nChanged 29
		SP:Iteration 25Q (125673.920000 sec): 3 clusters
  Score: Raw -671695.257718 + Penalty 2921.326101 = -668773.931617
  nChanged 26
		SP:Iteration 26Q (125674.100000 sec): 3 clusters
  Score: Raw -671706.458409 + Penalty 2921.326101 = -668785.132308
  nChanged 26
		SP:Iteration 27Q (125674.260000 sec): 3 clusters
  Score: Raw -671717.582937 + Penalty 2921.326101 = -668796.256835
  nChanged 21
		SP:Iteration 28Q (125674.430000 sec): 3 clusters
  Score: Raw -671725.102605 + Penalty 2921.326101 = -668803.776504
  nChanged 13
		SP:Iteration 29Q (125674.610000 sec): 3 clusters
  Score: Raw -671726.979984 + Penalty 2921.326101 = -668805.653883
  nChanged 5
		SP:Iteration 30Q (125674.780000 sec): 3 clusters
  Score: Raw -671728.026678 + Penalty 2921.326101 = -668806.700577
  nChanged 5
		SP:Iteration 31Q (125674.940000 sec): 3 clusters
  Score: Raw -671729.076889 + Penalty 2921.326101 = -668807.750787
  nChanged 3
		SP:Iteration 32Q (125675.120000 sec): 3 clusters
  Score: Raw -671729.577055 + Penalty 2921.326101 = -668808.250953
  nChanged 2
		SP:Iteration 33Q (125675.300000 sec): 3 clusters
  Score: Raw -671730.109437 + Penalty 2921.326101 = -668808.783336
  nChanged 3
		SP:Iteration 34Q (125675.480000 sec): 3 clusters
  Score: Raw -671730.692676 + Penalty 2921.326101 = -668809.366574
  nChanged 3
		SP:Iteration 35Q (125675.670000 sec): 3 clusters
  Score: Raw -671731.592224 + Penalty 2921.326101 = -668810.266122
  nChanged 2
		SP:Iteration 36Q (125675.860000 sec): 3 clusters
  Score: Raw -671732.096898 + Penalty 2921.326101 = -668810.770797
  nChanged 4
		SP:Iteration 37Q (125676.080000 sec): 3 clusters
  Score: Raw -671733.187845 + Penalty 2921.326101 = -668811.861744
  nChanged 8
		SP:Iteration 38Q (125676.260000 sec): 3 clusters
  Score: Raw -671735.210760 + Penalty 2921.326101 = -668813.884659
  nChanged 5
		SP:Iteration 39Q (125676.470000 sec): 3 clusters
  Score: Raw -671735.909219 + Penalty 2921.326101 = -668814.583118
  nChanged 3
		SP:Iteration 40F (125676.660000 sec): 3 clusters
  Score: Raw -671736.424045 + Penalty 2921.326101 = -668815.097943
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 74 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125676.780000 sec): 2 clusters
  Score: Raw -37802.525888 + Penalty 998.778504 = -36803.747384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125676.960000 sec): 3 clusters
  Score: Raw -37730.289344 + Penalty 1997.557009 = -35732.732335
  nChanged 102
		SP:Iteration 1F (125677.130000 sec): 3 clusters
  Score: Raw -37894.770592 + Penalty 1997.557009 = -35897.213584
  nChanged 26
		SP:Iteration 2F (125677.310000 sec): 3 clusters
  Score: Raw -37952.406242 + Penalty 1997.557009 = -35954.849234
  nChanged 13
		SP:Iteration 3Q (125677.480000 sec): 3 clusters
  Score: Raw -37974.368773 + Penalty 1997.557009 = -35976.811764
  nChanged 7
		SP:Iteration 4Q (125677.660000 sec): 3 clusters
  Score: Raw -37984.930018 + Penalty 1997.557009 = -35987.373010
  nChanged 1
		SP:Iteration 5Q (125677.780000 sec): 3 clusters
  Score: Raw -37985.828628 + Penalty 1997.557009 = -35988.271619
  nChanged 1
		SP:Iteration 6Q (125677.960000 sec): 3 clusters
  Score: Raw -37986.972267 + Penalty 1997.557009 = -35989.415258
  nChanged 1
		SP:Iteration 7Q (125678.130000 sec): 3 clusters
  Score: Raw -37989.202703 + Penalty 1997.557009 = -35991.645695
  nChanged 2
		SP:Iteration 8Q (125678.300000 sec): 3 clusters
  Score: Raw -37997.858196 + Penalty 1997.557009 = -36000.301187
  nChanged 3
		SP:Iteration 9Q (125678.480000 sec): 3 clusters
  Score: Raw -38002.522172 + Penalty 1997.557009 = -36004.965164
  nChanged 3
		SP:Iteration 10Q (125678.650000 sec): 3 clusters
  Score: Raw -38005.532029 + Penalty 1997.557009 = -36007.975020
  nChanged 1
		SP:Iteration 11Q (125678.820000 sec): 3 clusters
  Score: Raw -38010.429627 + Penalty 1997.557009 = -36012.872618
  nChanged 0
		SP:Iteration 12F (125679.000000 sec): 3 clusters
  Score: Raw -38010.429627 + Penalty 1997.557009 = -36012.872618
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 75 (921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125679.080000 sec): 2 clusters
  Score: Raw -77158.401394 + Penalty 1109.137256 = -76049.264138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125679.260000 sec): 3 clusters
  Score: Raw -76873.458386 + Penalty 2218.274512 = -74655.183875
  nChanged 276
		SP:Iteration 1F (125679.430000 sec): 3 clusters
  Score: Raw -77175.687405 + Penalty 2218.274512 = -74957.412893
  nChanged 74
		SP:Iteration 2F (125679.600000 sec): 3 clusters
  Score: Raw -77254.174592 + Penalty 2218.274512 = -75035.900081
  nChanged 33
		SP:Iteration 3Q (125679.770000 sec): 3 clusters
  Score: Raw -77292.091138 + Penalty 2218.274512 = -75073.816626
  nChanged 25
		SP:Iteration 4Q (125679.940000 sec): 3 clusters
  Score: Raw -77327.097148 + Penalty 2218.274512 = -75108.822636
  nChanged 18
		SP:Iteration 5Q (125680.110000 sec): 3 clusters
  Score: Raw -77346.597690 + Penalty 2218.274512 = -75128.323179
  nChanged 18
		SP:Iteration 6Q (125680.290000 sec): 3 clusters
  Score: Raw -77365.802776 + Penalty 2218.274512 = -75147.528264
  nChanged 7
		SP:Iteration 7Q (125680.460000 sec): 3 clusters
  Score: Raw -77372.707039 + Penalty 2218.274512 = -75154.432527
  nChanged 5
		SP:Iteration 8Q (125680.630000 sec): 3 clusters
  Score: Raw -77375.940086 + Penalty 2218.274512 = -75157.665575
  nChanged 2
		SP:Iteration 9Q (125680.810000 sec): 3 clusters
  Score: Raw -77377.491873 + Penalty 2218.274512 = -75159.217361
  nChanged 1
		SP:Iteration 10Q (125680.980000 sec): 3 clusters
  Score: Raw -77378.031051 + Penalty 2218.274512 = -75159.756540
  nChanged 0
		SP:Iteration 11F (125681.160000 sec): 3 clusters
  Score: Raw -77378.031051 + Penalty 2218.274512 = -75159.756540
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 76 (204530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125682.200000 sec): 2 clusters
  Score: Raw -18354125.425211 + Penalty 1987.126366 = -18352138.298845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125683.610000 sec): 3 clusters
  Score: Raw -18218616.869145 + Penalty 3974.252731 = -18214642.616413
  nChanged 98949
		SP:Iteration 1F (125685.040000 sec): 3 clusters
  Score: Raw -18276303.597418 + Penalty 3974.252731 = -18272329.344687
  nChanged 4679
		SP:Iteration 2Q (125686.730000 sec): 3 clusters
  Score: Raw -18277041.988930 + Penalty 3974.252731 = -18273067.736198
  nChanged 4749
		SP:Iteration 3Q (125688.390000 sec): 3 clusters
  Score: Raw -18277892.893299 + Penalty 3974.252731 = -18273918.640568
  nChanged 5351
		SP:Iteration 4Q (125690.110000 sec): 3 clusters
  Score: Raw -18279153.506008 + Penalty 3974.252731 = -18275179.253277
  nChanged 6706
		SP:Iteration 5Q (125691.790000 sec): 3 clusters
  Score: Raw -18281333.633748 + Penalty 3974.252731 = -18277359.381016
  nChanged 9238
		SP:Iteration 6Q (125693.420000 sec): 3 clusters
  Score: Raw -18285502.072465 + Penalty 3974.252731 = -18281527.819734
  nChanged 12792
		SP:Iteration 7F (125694.920000 sec): 3 clusters
  Score: Raw -18293492.442783 + Penalty 3974.252731 = -18289518.190051
  nChanged 17042
		SP:Iteration 8F (125696.350000 sec): 3 clusters
  Score: Raw -18307319.871355 + Penalty 3974.252731 = -18303345.618623
  nChanged 18841
		SP:Iteration 9F (125697.870000 sec): 3 clusters
  Score: Raw -18325218.280012 + Penalty 3974.252731 = -18321244.027281
  nChanged 15589
		SP:Iteration 10F (125699.300000 sec): 3 clusters
  Score: Raw -18340851.625537 + Penalty 3974.252731 = -18336877.372806
  nChanged 8976
		SP:Iteration 11Q (125700.830000 sec): 3 clusters
  Score: Raw -18349663.307408 + Penalty 3974.252731 = -18345689.054676
  nChanged 3578
		SP:Iteration 12Q (125702.320000 sec): 3 clusters
  Score: Raw -18352979.861182 + Penalty 3974.252731 = -18349005.608450
  nChanged 1015
		SP:Iteration 13Q (125703.860000 sec): 3 clusters
  Score: Raw -18353878.586528 + Penalty 3974.252731 = -18349904.333797
  nChanged 241
		SP:Iteration 14Q (125705.340000 sec): 3 clusters
  Score: Raw -18354142.581992 + Penalty 3974.252731 = -18350168.329260
  nChanged 58
		SP:Iteration 15Q (125706.830000 sec): 3 clusters
  Score: Raw -18354222.863170 + Penalty 3974.252731 = -18350248.610439
  nChanged 30
		SP:Iteration 16Q (125708.300000 sec): 3 clusters
  Score: Raw -18354271.672008 + Penalty 3974.252731 = -18350297.419276
  nChanged 13
		SP:Iteration 17Q (125709.730000 sec): 3 clusters
  Score: Raw -18354297.341706 + Penalty 3974.252731 = -18350323.088974
  nChanged 11
		SP:Iteration 18Q (125711.260000 sec): 3 clusters
  Score: Raw -18354315.200350 + Penalty 3974.252731 = -18350340.947619
  nChanged 7
		SP:Iteration 19Q (125712.750000 sec): 3 clusters
  Score: Raw -18354323.258655 + Penalty 3974.252731 = -18350349.005923
  nChanged 3
		SP:Iteration 20F (125714.240000 sec): 3 clusters
  Score: Raw -18354326.941648 + Penalty 3974.252731 = -18350352.688917
  nChanged 1
		SP:Iteration 21Q (125715.740000 sec): 3 clusters
  Score: Raw -18354327.907692 + Penalty 3974.252731 = -18350353.654960
  nChanged 2
		SP:Iteration 22Q (125717.230000 sec): 3 clusters
  Score: Raw -18354329.943059 + Penalty 3974.252731 = -18350355.690328
  nChanged 1
		SP:Iteration 23Q (125718.730000 sec): 3 clusters
  Score: Raw -18354330.624783 + Penalty 3974.252731 = -18350356.372052
  nChanged 0
		SP:Iteration 24F (125720.110000 sec): 3 clusters
  Score: Raw -18354330.624783 + Penalty 3974.252731 = -18350356.372052
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 77 (14402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125720.290000 sec): 2 clusters
  Score: Raw -1128677.947127 + Penalty 1555.957384 = -1127121.989742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125720.560000 sec): 3 clusters
  Score: Raw -1120257.112612 + Penalty 3111.914769 = -1117145.197843
  nChanged 6366
		SP:Iteration 1F (125720.800000 sec): 3 clusters
  Score: Raw -1123730.084839 + Penalty 3111.914769 = -1120618.170070
  nChanged 800
		SP:Iteration 2F (125721.030000 sec): 3 clusters
  Score: Raw -1124034.780842 + Penalty 3111.914769 = -1120922.866074
  nChanged 703
		SP:Iteration 3Q (125721.290000 sec): 3 clusters
  Score: Raw -1124301.356071 + Penalty 3111.914769 = -1121189.441303
  nChanged 608
		SP:Iteration 4Q (125721.560000 sec): 3 clusters
  Score: Raw -1124543.810111 + Penalty 3111.914769 = -1121431.895342
  nChanged 601
		SP:Iteration 5Q (125721.820000 sec): 3 clusters
  Score: Raw -1124786.031726 + Penalty 3111.914769 = -1121674.116958
  nChanged 603
		SP:Iteration 6Q (125722.080000 sec): 3 clusters
  Score: Raw -1125040.292591 + Penalty 3111.914769 = -1121928.377823
  nChanged 597
		SP:Iteration 7Q (125722.340000 sec): 3 clusters
  Score: Raw -1125278.637349 + Penalty 3111.914769 = -1122166.722580
  nChanged 546
		SP:Iteration 8Q (125722.620000 sec): 3 clusters
  Score: Raw -1125492.359874 + Penalty 3111.914769 = -1122380.445105
  nChanged 551
		SP:Iteration 9Q (125722.880000 sec): 3 clusters
  Score: Raw -1125729.987699 + Penalty 3111.914769 = -1122618.072931
  nChanged 547
		SP:Iteration 10Q (125723.150000 sec): 3 clusters
  Score: Raw -1126004.637842 + Penalty 3111.914769 = -1122892.723074
  nChanged 562
		SP:Iteration 11Q (125723.420000 sec): 3 clusters
  Score: Raw -1126328.168878 + Penalty 3111.914769 = -1123216.254109
  nChanged 592
		SP:Iteration 12Q (125723.680000 sec): 3 clusters
  Score: Raw -1126665.359629 + Penalty 3111.914769 = -1123553.444861
  nChanged 543
		SP:Iteration 13Q (125723.970000 sec): 3 clusters
  Score: Raw -1126979.772011 + Penalty 3111.914769 = -1123867.857242
  nChanged 503
		SP:Iteration 14Q (125724.240000 sec): 3 clusters
  Score: Raw -1127252.208796 + Penalty 3111.914769 = -1124140.294027
  nChanged 412
		SP:Iteration 15Q (125724.480000 sec): 3 clusters
  Score: Raw -1127440.045120 + Penalty 3111.914769 = -1124328.130351
  nChanged 360
		SP:Iteration 16Q (125724.730000 sec): 3 clusters
  Score: Raw -1127605.193831 + Penalty 3111.914769 = -1124493.279062
  nChanged 325
		SP:Iteration 17Q (125724.950000 sec): 3 clusters
  Score: Raw -1127730.331467 + Penalty 3111.914769 = -1124618.416698
  nChanged 260
		SP:Iteration 18Q (125725.210000 sec): 3 clusters
  Score: Raw -1127819.196886 + Penalty 3111.914769 = -1124707.282118
  nChanged 210
		SP:Iteration 19Q (125725.500000 sec): 3 clusters
  Score: Raw -1127884.881525 + Penalty 3111.914769 = -1124772.966756
  nChanged 196
		SP:Iteration 20F (125725.670000 sec): 3 clusters
  Score: Raw -1127943.255007 + Penalty 3111.914769 = -1124831.340239
  nChanged 169
		SP:Iteration 21Q (125725.980000 sec): 3 clusters
  Score: Raw -1127990.912617 + Penalty 3111.914769 = -1124878.997849
  nChanged 166
		SP:Iteration 22Q (125726.200000 sec): 3 clusters
  Score: Raw -1128032.506262 + Penalty 3111.914769 = -1124920.591493
  nChanged 143
		SP:Iteration 23Q (125726.400000 sec): 3 clusters
  Score: Raw -1128064.633474 + Penalty 3111.914769 = -1124952.718706
  nChanged 109
		SP:Iteration 24Q (125726.670000 sec): 3 clusters
  Score: Raw -1128087.828939 + Penalty 3111.914769 = -1124975.914170
  nChanged 94
		SP:Iteration 25Q (125726.920000 sec): 3 clusters
  Score: Raw -1128105.545999 + Penalty 3111.914769 = -1124993.631230
  nChanged 97
		SP:Iteration 26Q (125727.190000 sec): 3 clusters
  Score: Raw -1128123.004714 + Penalty 3111.914769 = -1125011.089945
  nChanged 90
		SP:Iteration 27Q (125727.450000 sec): 3 clusters
  Score: Raw -1128141.084414 + Penalty 3111.914769 = -1125029.169645
  nChanged 76
		SP:Iteration 28Q (125727.730000 sec): 3 clusters
  Score: Raw -1128155.180885 + Penalty 3111.914769 = -1125043.266117
  nChanged 65
		SP:Iteration 29Q (125727.950000 sec): 3 clusters
  Score: Raw -1128163.984103 + Penalty 3111.914769 = -1125052.069334
  nChanged 49
		SP:Iteration 30Q (125728.230000 sec): 3 clusters
  Score: Raw -1128169.768207 + Penalty 3111.914769 = -1125057.853438
  nChanged 48
		SP:Iteration 31Q (125728.450000 sec): 3 clusters
  Score: Raw -1128176.367926 + Penalty 3111.914769 = -1125064.453158
  nChanged 36
		SP:Iteration 32Q (125728.660000 sec): 3 clusters
  Score: Raw -1128181.045294 + Penalty 3111.914769 = -1125069.130526
  nChanged 35
		SP:Iteration 33Q (125728.920000 sec): 3 clusters
  Score: Raw -1128184.825338 + Penalty 3111.914769 = -1125072.910569
  nChanged 33
		SP:Iteration 34Q (125729.150000 sec): 3 clusters
  Score: Raw -1128188.564497 + Penalty 3111.914769 = -1125076.649729
  nChanged 39
		SP:Iteration 35Q (125729.320000 sec): 3 clusters
  Score: Raw -1128192.604758 + Penalty 3111.914769 = -1125080.689989
  nChanged 36
		SP:Iteration 36Q (125729.540000 sec): 3 clusters
  Score: Raw -1128196.520403 + Penalty 3111.914769 = -1125084.605634
  nChanged 32
		SP:Iteration 37Q (125729.800000 sec): 3 clusters
  Score: Raw -1128199.857985 + Penalty 3111.914769 = -1125087.943217
  nChanged 35
		SP:Iteration 38Q (125730.050000 sec): 3 clusters
  Score: Raw -1128204.787788 + Penalty 3111.914769 = -1125092.873020
  nChanged 42
		SP:Iteration 39Q (125730.350000 sec): 3 clusters
  Score: Raw -1128209.531111 + Penalty 3111.914769 = -1125097.616343
  nChanged 37
		SP:Iteration 40F (125730.570000 sec): 3 clusters
  Score: Raw -1128213.882689 + Penalty 3111.914769 = -1125101.967921
  nChanged 35
		SP:Iteration 41Q (125730.830000 sec): 3 clusters
  Score: Raw -1128219.055270 + Penalty 3111.914769 = -1125107.140501
  nChanged 29
		SP:Iteration 42Q (125731.050000 sec): 3 clusters
  Score: Raw -1128222.505204 + Penalty 3111.914769 = -1125110.590436
  nChanged 36
		SP:Iteration 43Q (125731.290000 sec): 3 clusters
  Score: Raw -1128225.533088 + Penalty 3111.914769 = -1125113.618319
  nChanged 21
		SP:Iteration 44Q (125731.490000 sec): 3 clusters
  Score: Raw -1128227.228506 + Penalty 3111.914769 = -1125115.313737
  nChanged 18
		SP:Iteration 45Q (125731.750000 sec): 3 clusters
  Score: Raw -1128228.911607 + Penalty 3111.914769 = -1125116.996839
  nChanged 16
		SP:Iteration 46Q (125731.950000 sec): 3 clusters
  Score: Raw -1128230.350859 + Penalty 3111.914769 = -1125118.436090
  nChanged 14
		SP:Iteration 47Q (125732.190000 sec): 3 clusters
  Score: Raw -1128231.569984 + Penalty 3111.914769 = -1125119.655216
  nChanged 8
		SP:Iteration 48Q (125732.450000 sec): 3 clusters
  Score: Raw -1128232.199735 + Penalty 3111.914769 = -1125120.284967
  nChanged 11
		SP:Iteration 49Q (125732.710000 sec): 3 clusters
  Score: Raw -1128232.870063 + Penalty 3111.914769 = -1125120.955294
  nChanged 8
		SP:Iteration 50Q (125733.010000 sec): 3 clusters
  Score: Raw -1128233.544384 + Penalty 3111.914769 = -1125121.629615
  nChanged 10
		SP:Iteration 51Q (125733.190000 sec): 3 clusters
  Score: Raw -1128234.521794 + Penalty 3111.914769 = -1125122.607026
  nChanged 7
		SP:Iteration 52Q (125733.450000 sec): 3 clusters
  Score: Raw -1128235.009678 + Penalty 3111.914769 = -1125123.094909
  nChanged 3
		SP:Iteration 53Q (125733.660000 sec): 3 clusters
  Score: Raw -1128235.281701 + Penalty 3111.914769 = -1125123.366933
  nChanged 5
		SP:Iteration 54Q (125733.950000 sec): 3 clusters
  Score: Raw -1128235.564405 + Penalty 3111.914769 = -1125123.649636
  nChanged 2
		SP:Iteration 55Q (125734.140000 sec): 3 clusters
  Score: Raw -1128235.655444 + Penalty 3111.914769 = -1125123.740676
  nChanged 2
		SP:Iteration 56Q (125734.390000 sec): 3 clusters
  Score: Raw -1128235.889397 + Penalty 3111.914769 = -1125123.974629
  nChanged 5
		SP:Iteration 57Q (125734.610000 sec): 3 clusters
  Score: Raw -1128236.269994 + Penalty 3111.914769 = -1125124.355226
  nChanged 5
		SP:Iteration 58Q (125734.880000 sec): 3 clusters
  Score: Raw -1128236.586094 + Penalty 3111.914769 = -1125124.671326
  nChanged 4
		SP:Iteration 59Q (125735.100000 sec): 3 clusters
  Score: Raw -1128236.876585 + Penalty 3111.914769 = -1125124.961816
  nChanged 3
		SP:Iteration 60F (125735.320000 sec): 3 clusters
  Score: Raw -1128237.035039 + Penalty 3111.914769 = -1125125.120270
  nChanged 2
		SP:Iteration 61Q (125735.600000 sec): 3 clusters
  Score: Raw -1128237.225135 + Penalty 3111.914769 = -1125125.310366
  nChanged 2
		SP:Iteration 62Q (125735.870000 sec): 3 clusters
  Score: Raw -1128237.397651 + Penalty 3111.914769 = -1125125.482882
  nChanged 5
		SP:Iteration 63Q (125736.140000 sec): 3 clusters
  Score: Raw -1128237.622883 + Penalty 3111.914769 = -1125125.708115
  nChanged 3
		SP:Iteration 64Q (125736.400000 sec): 3 clusters
  Score: Raw -1128237.805278 + Penalty 3111.914769 = -1125125.890510
  nChanged 6
		SP:Iteration 65Q (125736.630000 sec): 3 clusters
  Score: Raw -1128238.138628 + Penalty 3111.914769 = -1125126.223860
  nChanged 6
		SP:Iteration 66Q (125736.890000 sec): 3 clusters
  Score: Raw -1128238.453696 + Penalty 3111.914769 = -1125126.538928
  nChanged 2
		SP:Iteration 67Q (125737.140000 sec): 3 clusters
  Score: Raw -1128238.740021 + Penalty 3111.914769 = -1125126.825252
  nChanged 3
		SP:Iteration 68Q (125737.350000 sec): 3 clusters
  Score: Raw -1128239.132487 + Penalty 3111.914769 = -1125127.217719
  nChanged 3
		SP:Iteration 69Q (125737.610000 sec): 3 clusters
  Score: Raw -1128239.258809 + Penalty 3111.914769 = -1125127.344040
  nChanged 0
		SP:Iteration 70F (125737.830000 sec): 3 clusters
  Score: Raw -1128239.258809 + Penalty 3111.914769 = -1125127.344040
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 78 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125737.910000 sec): 2 clusters
  Score: Raw -48463.147335 + Penalty 1040.849624 = -47422.297711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125738.080000 sec): 3 clusters
  Score: Raw -48341.143059 + Penalty 2081.699249 = -46259.443810
  nChanged 142
		SP:Iteration 1F (125738.260000 sec): 3 clusters
  Score: Raw -48568.498868 + Penalty 2081.699249 = -46486.799619
  nChanged 47
		SP:Iteration 2F (125738.430000 sec): 3 clusters
  Score: Raw -48688.777697 + Penalty 2081.699249 = -46607.078448
  nChanged 31
		SP:Iteration 3F (125738.610000 sec): 3 clusters
  Score: Raw -48759.510667 + Penalty 2081.699249 = -46677.811418
  nChanged 24
		SP:Iteration 4Q (125738.790000 sec): 3 clusters
  Score: Raw -48828.481894 + Penalty 2081.699249 = -46746.782645
  nChanged 21
		SP:Iteration 5Q (125738.960000 sec): 3 clusters
  Score: Raw -48874.887562 + Penalty 2081.699249 = -46793.188313
  nChanged 14
		SP:Iteration 6Q (125739.140000 sec): 3 clusters
  Score: Raw -48896.442376 + Penalty 2081.699249 = -46814.743127
  nChanged 6
		SP:Iteration 7Q (125739.310000 sec): 3 clusters
  Score: Raw -48909.714728 + Penalty 2081.699249 = -46828.015479
  nChanged 7
		SP:Iteration 8Q (125739.490000 sec): 3 clusters
  Score: Raw -48924.499265 + Penalty 2081.699249 = -46842.800016
  nChanged 3
		SP:Iteration 9Q (125739.660000 sec): 3 clusters
  Score: Raw -48929.294797 + Penalty 2081.699249 = -46847.595548
  nChanged 3
		SP:Iteration 10Q (125739.840000 sec): 3 clusters
  Score: Raw -48940.251675 + Penalty 2081.699249 = -46858.552426
  nChanged 5
		SP:Iteration 11Q (125740.010000 sec): 3 clusters
  Score: Raw -48951.664450 + Penalty 2081.699249 = -46869.965201
  nChanged 5
		SP:Iteration 12Q (125740.190000 sec): 3 clusters
  Score: Raw -48961.916100 + Penalty 2081.699249 = -46880.216851
  nChanged 2
		SP:Iteration 13Q (125740.370000 sec): 3 clusters
  Score: Raw -48963.700230 + Penalty 2081.699249 = -46882.000981
  nChanged 3
		SP:Iteration 14Q (125740.540000 sec): 3 clusters
  Score: Raw -48972.656245 + Penalty 2081.699249 = -46890.956996
  nChanged 1
		SP:Iteration 15Q (125740.720000 sec): 3 clusters
  Score: Raw -48973.300123 + Penalty 2081.699249 = -46891.600874
  nChanged 0
		SP:Iteration 16F (125740.890000 sec): 3 clusters
  Score: Raw -48973.300123 + Penalty 2081.699249 = -46891.600874
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 79 (1763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125740.990000 sec): 2 clusters
  Score: Raw -123944.408166 + Penalty 1214.650480 = -122729.757686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125741.150000 sec): 3 clusters
  Score: Raw -123184.067162 + Penalty 2429.300959 = -120754.766203
  nChanged 606
		SP:Iteration 1F (125741.310000 sec): 3 clusters
  Score: Raw -123598.932657 + Penalty 2429.300959 = -121169.631697
  nChanged 149
		SP:Iteration 2F (125741.470000 sec): 3 clusters
  Score: Raw -123743.137194 + Penalty 2429.300959 = -121313.836235
  nChanged 102
		SP:Iteration 3F (125741.630000 sec): 3 clusters
  Score: Raw -123841.833573 + Penalty 2429.300959 = -121412.532613
  nChanged 77
		SP:Iteration 4Q (125741.790000 sec): 3 clusters
  Score: Raw -123915.818411 + Penalty 2429.300959 = -121486.517451
  nChanged 62
		SP:Iteration 5Q (125741.960000 sec): 3 clusters
  Score: Raw -123968.397199 + Penalty 2429.300959 = -121539.096240
  nChanged 53
		SP:Iteration 6Q (125742.110000 sec): 3 clusters
  Score: Raw -124016.907117 + Penalty 2429.300959 = -121587.606158
  nChanged 36
		SP:Iteration 7Q (125742.270000 sec): 3 clusters
  Score: Raw -124049.393569 + Penalty 2429.300959 = -121620.092610
  nChanged 37
		SP:Iteration 8Q (125742.430000 sec): 3 clusters
  Score: Raw -124085.856137 + Penalty 2429.300959 = -121656.555178
  nChanged 40
		SP:Iteration 9Q (125742.590000 sec): 3 clusters
  Score: Raw -124123.641129 + Penalty 2429.300959 = -121694.340169
  nChanged 32
		SP:Iteration 10Q (125742.750000 sec): 3 clusters
  Score: Raw -124157.678889 + Penalty 2429.300959 = -121728.377930
  nChanged 36
		SP:Iteration 11Q (125742.910000 sec): 3 clusters
  Score: Raw -124199.825517 + Penalty 2429.300959 = -121770.524558
  nChanged 45
		SP:Iteration 12Q (125743.070000 sec): 3 clusters
  Score: Raw -124243.393084 + Penalty 2429.300959 = -121814.092125
  nChanged 48
		SP:Iteration 13Q (125743.230000 sec): 3 clusters
  Score: Raw -124294.765433 + Penalty 2429.300959 = -121865.464474
  nChanged 41
		SP:Iteration 14Q (125743.390000 sec): 3 clusters
  Score: Raw -124327.251133 + Penalty 2429.300959 = -121897.950174
  nChanged 28
		SP:Iteration 15Q (125743.570000 sec): 3 clusters
  Score: Raw -124353.602254 + Penalty 2429.300959 = -121924.301295
  nChanged 21
		SP:Iteration 16Q (125743.750000 sec): 3 clusters
  Score: Raw -124375.163030 + Penalty 2429.300959 = -121945.862070
  nChanged 26
		SP:Iteration 17Q (125743.920000 sec): 3 clusters
  Score: Raw -124398.325052 + Penalty 2429.300959 = -121969.024092
  nChanged 25
		SP:Iteration 18Q (125744.100000 sec): 3 clusters
  Score: Raw -124416.393853 + Penalty 2429.300959 = -121987.092894
  nChanged 21
		SP:Iteration 19Q (125744.270000 sec): 3 clusters
  Score: Raw -124436.861111 + Penalty 2429.300959 = -122007.560152
  nChanged 28
		SP:Iteration 20F (125744.450000 sec): 3 clusters
  Score: Raw -124461.911387 + Penalty 2429.300959 = -122032.610428
  nChanged 25
		SP:Iteration 21Q (125744.620000 sec): 3 clusters
  Score: Raw -124483.083646 + Penalty 2429.300959 = -122053.782686
  nChanged 27
		SP:Iteration 22Q (125744.800000 sec): 3 clusters
  Score: Raw -124504.639857 + Penalty 2429.300959 = -122075.338897
  nChanged 18
		SP:Iteration 23Q (125744.970000 sec): 3 clusters
  Score: Raw -124525.561387 + Penalty 2429.300959 = -122096.260428
  nChanged 20
		SP:Iteration 24Q (125745.150000 sec): 3 clusters
  Score: Raw -124543.870178 + Penalty 2429.300959 = -122114.569218
  nChanged 19
		SP:Iteration 25Q (125745.330000 sec): 3 clusters
  Score: Raw -124565.101247 + Penalty 2429.300959 = -122135.800287
  nChanged 21
		SP:Iteration 26Q (125745.500000 sec): 3 clusters
  Score: Raw -124589.744443 + Penalty 2429.300959 = -122160.443483
  nChanged 19
		SP:Iteration 27Q (125745.680000 sec): 3 clusters
  Score: Raw -124604.891592 + Penalty 2429.300959 = -122175.590632
  nChanged 17
		SP:Iteration 28Q (125745.850000 sec): 3 clusters
  Score: Raw -124616.772566 + Penalty 2429.300959 = -122187.471607
  nChanged 13
		SP:Iteration 29Q (125746.030000 sec): 3 clusters
  Score: Raw -124628.768532 + Penalty 2429.300959 = -122199.467573
  nChanged 9
		SP:Iteration 30Q (125746.210000 sec): 3 clusters
  Score: Raw -124637.086454 + Penalty 2429.300959 = -122207.785495
  nChanged 11
		SP:Iteration 31Q (125746.380000 sec): 3 clusters
  Score: Raw -124645.288522 + Penalty 2429.300959 = -122215.987563
  nChanged 7
		SP:Iteration 32Q (125746.560000 sec): 3 clusters
  Score: Raw -124649.244445 + Penalty 2429.300959 = -122219.943486
  nChanged 4
		SP:Iteration 33Q (125746.730000 sec): 3 clusters
  Score: Raw -124651.100023 + Penalty 2429.300959 = -122221.799063
  nChanged 2
		SP:Iteration 34Q (125746.910000 sec): 3 clusters
  Score: Raw -124651.688489 + Penalty 2429.300959 = -122222.387530
  nChanged 0
		SP:Iteration 35F (125747.090000 sec): 3 clusters
  Score: Raw -124651.688489 + Penalty 2429.300959 = -122222.387530
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 80 (7615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125747.240000 sec): 2 clusters
  Score: Raw -655633.504053 + Penalty 1452.404731 = -654181.099323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125747.410000 sec): 3 clusters
  Score: Raw -651513.480075 + Penalty 2904.809461 = -648608.670614
  nChanged 3201
		SP:Iteration 1F (125747.610000 sec): 3 clusters
  Score: Raw -653159.065524 + Penalty 2904.809461 = -650254.256062
  nChanged 495
		SP:Iteration 2F (125747.800000 sec): 3 clusters
  Score: Raw -653403.357502 + Penalty 2904.809461 = -650498.548041
  nChanged 400
		SP:Iteration 3F (125747.990000 sec): 3 clusters
  Score: Raw -653595.022843 + Penalty 2904.809461 = -650690.213381
  nChanged 345
		SP:Iteration 4Q (125748.180000 sec): 3 clusters
  Score: Raw -653767.131046 + Penalty 2904.809461 = -650862.321585
  nChanged 317
		SP:Iteration 5Q (125748.380000 sec): 3 clusters
  Score: Raw -653946.754426 + Penalty 2904.809461 = -651041.944964
  nChanged 284
		SP:Iteration 6Q (125748.570000 sec): 3 clusters
  Score: Raw -654128.383064 + Penalty 2904.809461 = -651223.573602
  nChanged 293
		SP:Iteration 7Q (125748.760000 sec): 3 clusters
  Score: Raw -654288.688764 + Penalty 2904.809461 = -651383.879303
  nChanged 262
		SP:Iteration 8Q (125748.940000 sec): 3 clusters
  Score: Raw -654420.436103 + Penalty 2904.809461 = -651515.626642
  nChanged 235
		SP:Iteration 9Q (125749.140000 sec): 3 clusters
  Score: Raw -654534.108340 + Penalty 2904.809461 = -651629.298879
  nChanged 217
		SP:Iteration 10Q (125749.320000 sec): 3 clusters
  Score: Raw -654646.935032 + Penalty 2904.809461 = -651742.125571
  nChanged 200
		SP:Iteration 11Q (125749.510000 sec): 3 clusters
  Score: Raw -654744.797730 + Penalty 2904.809461 = -651839.988269
  nChanged 194
		SP:Iteration 12Q (125749.710000 sec): 3 clusters
  Score: Raw -654839.833401 + Penalty 2904.809461 = -651935.023939
  nChanged 191
		SP:Iteration 13Q (125749.890000 sec): 3 clusters
  Score: Raw -654931.317354 + Penalty 2904.809461 = -652026.507892
  nChanged 187
		SP:Iteration 14Q (125750.090000 sec): 3 clusters
  Score: Raw -655023.925486 + Penalty 2904.809461 = -652119.116025
  nChanged 169
		SP:Iteration 15Q (125750.280000 sec): 3 clusters
  Score: Raw -655112.401978 + Penalty 2904.809461 = -652207.592517
  nChanged 175
		SP:Iteration 16Q (125750.540000 sec): 3 clusters
  Score: Raw -655194.399990 + Penalty 2904.809461 = -652289.590529
  nChanged 148
		SP:Iteration 17Q (125750.770000 sec): 3 clusters
  Score: Raw -655261.490230 + Penalty 2904.809461 = -652356.680769
  nChanged 130
		SP:Iteration 18Q (125750.990000 sec): 3 clusters
  Score: Raw -655330.134761 + Penalty 2904.809461 = -652425.325300
  nChanged 127
		SP:Iteration 19Q (125751.180000 sec): 3 clusters
  Score: Raw -655395.045395 + Penalty 2904.809461 = -652490.235934
  nChanged 121
		SP:Iteration 20F (125751.380000 sec): 3 clusters
  Score: Raw -655466.533017 + Penalty 2904.809461 = -652561.723556
  nChanged 117
		SP:Iteration 21Q (125751.580000 sec): 3 clusters
  Score: Raw -655540.576918 + Penalty 2904.809461 = -652635.767456
  nChanged 92
		SP:Iteration 22Q (125751.780000 sec): 3 clusters
  Score: Raw -655598.193225 + Penalty 2904.809461 = -652693.383764
  nChanged 75
		SP:Iteration 23Q (125752.010000 sec): 3 clusters
  Score: Raw -655641.633591 + Penalty 2904.809461 = -652736.824130
  nChanged 62
		SP:Iteration 24Q (125752.210000 sec): 3 clusters
  Score: Raw -655672.880379 + Penalty 2904.809461 = -652768.070918
  nChanged 51
		SP:Iteration 25Q (125752.390000 sec): 3 clusters
  Score: Raw -655699.423099 + Penalty 2904.809461 = -652794.613638
  nChanged 41
		SP:Iteration 26Q (125752.650000 sec): 3 clusters
  Score: Raw -655718.202296 + Penalty 2904.809461 = -652813.392835
  nChanged 27
		SP:Iteration 27Q (125752.800000 sec): 3 clusters
  Score: Raw -655728.401819 + Penalty 2904.809461 = -652823.592358
  nChanged 24
		SP:Iteration 28Q (125753.000000 sec): 3 clusters
  Score: Raw -655740.864615 + Penalty 2904.809461 = -652836.055154
  nChanged 24
		SP:Iteration 29Q (125753.200000 sec): 3 clusters
  Score: Raw -655754.864787 + Penalty 2904.809461 = -652850.055326
  nChanged 27
		SP:Iteration 30Q (125753.380000 sec): 3 clusters
  Score: Raw -655767.845705 + Penalty 2904.809461 = -652863.036244
  nChanged 22
		SP:Iteration 31Q (125753.580000 sec): 3 clusters
  Score: Raw -655778.818853 + Penalty 2904.809461 = -652874.009391
  nChanged 22
		SP:Iteration 32Q (125753.770000 sec): 3 clusters
  Score: Raw -655789.022089 + Penalty 2904.809461 = -652884.212628
  nChanged 22
		SP:Iteration 33Q (125753.960000 sec): 3 clusters
  Score: Raw -655799.834786 + Penalty 2904.809461 = -652895.025324
  nChanged 21
		SP:Iteration 34Q (125754.160000 sec): 3 clusters
  Score: Raw -655810.259814 + Penalty 2904.809461 = -652905.450353
  nChanged 10
		SP:Iteration 35Q (125754.400000 sec): 3 clusters
  Score: Raw -655815.868196 + Penalty 2904.809461 = -652911.058735
  nChanged 8
		SP:Iteration 36Q (125754.590000 sec): 3 clusters
  Score: Raw -655819.662867 + Penalty 2904.809461 = -652914.853406
  nChanged 7
		SP:Iteration 37Q (125754.770000 sec): 3 clusters
  Score: Raw -655823.078002 + Penalty 2904.809461 = -652918.268541
  nChanged 10
		SP:Iteration 38Q (125754.960000 sec): 3 clusters
  Score: Raw -655828.493365 + Penalty 2904.809461 = -652923.683903
  nChanged 12
		SP:Iteration 39Q (125755.140000 sec): 3 clusters
  Score: Raw -655833.789431 + Penalty 2904.809461 = -652928.979970
  nChanged 9
		SP:Iteration 40F (125755.340000 sec): 3 clusters
  Score: Raw -655837.971996 + Penalty 2904.809461 = -652933.162535
  nChanged 8
		SP:Iteration 41Q (125755.520000 sec): 3 clusters
  Score: Raw -655842.373704 + Penalty 2904.809461 = -652937.564243
  nChanged 6
		SP:Iteration 42Q (125755.720000 sec): 3 clusters
  Score: Raw -655845.402806 + Penalty 2904.809461 = -652940.593345
  nChanged 5
		SP:Iteration 43Q (125755.910000 sec): 3 clusters
  Score: Raw -655846.881125 + Penalty 2904.809461 = -652942.071664
  nChanged 2
		SP:Iteration 44Q (125756.090000 sec): 3 clusters
  Score: Raw -655847.583149 + Penalty 2904.809461 = -652942.773688
  nChanged 4
		SP:Iteration 45Q (125756.290000 sec): 3 clusters
  Score: Raw -655849.157833 + Penalty 2904.809461 = -652944.348371
  nChanged 1
		SP:Iteration 46Q (125756.480000 sec): 3 clusters
  Score: Raw -655849.368082 + Penalty 2904.809461 = -652944.558621
  nChanged 0
		SP:Iteration 47F (125756.680000 sec): 3 clusters
  Score: Raw -655849.368082 + Penalty 2904.809461 = -652944.558621
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 81 (1916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125756.790000 sec): 2 clusters
  Score: Raw -162441.135585 + Penalty 1228.174181 = -161212.961404
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125756.970000 sec): 3 clusters
  Score: Raw -161646.809299 + Penalty 2456.348362 = -159190.460937
  nChanged 655
		SP:Iteration 1F (125757.140000 sec): 3 clusters
  Score: Raw -162087.289319 + Penalty 2456.348362 = -159630.940958
  nChanged 137
		SP:Iteration 2F (125757.320000 sec): 3 clusters
  Score: Raw -162182.283455 + Penalty 2456.348362 = -159725.935094
  nChanged 77
		SP:Iteration 3Q (125757.500000 sec): 3 clusters
  Score: Raw -162230.299728 + Penalty 2456.348362 = -159773.951366
  nChanged 64
		SP:Iteration 4Q (125757.670000 sec): 3 clusters
  Score: Raw -162268.273136 + Penalty 2456.348362 = -159811.924775
  nChanged 64
		SP:Iteration 5Q (125757.850000 sec): 3 clusters
  Score: Raw -162315.576436 + Penalty 2456.348362 = -159859.228075
  nChanged 58
		SP:Iteration 6Q (125758.020000 sec): 3 clusters
  Score: Raw -162353.316334 + Penalty 2456.348362 = -159896.967973
  nChanged 61
		SP:Iteration 7Q (125758.200000 sec): 3 clusters
  Score: Raw -162402.850510 + Penalty 2456.348362 = -159946.502149
  nChanged 64
		SP:Iteration 8Q (125758.380000 sec): 3 clusters
  Score: Raw -162451.400937 + Penalty 2456.348362 = -159995.052576
  nChanged 60
		SP:Iteration 9Q (125758.550000 sec): 3 clusters
  Score: Raw -162496.900057 + Penalty 2456.348362 = -160040.551695
  nChanged 55
		SP:Iteration 10Q (125758.730000 sec): 3 clusters
  Score: Raw -162553.802651 + Penalty 2456.348362 = -160097.454290
  nChanged 52
		SP:Iteration 11Q (125758.900000 sec): 3 clusters
  Score: Raw -162613.334719 + Penalty 2456.348362 = -160156.986358
  nChanged 58
		SP:Iteration 12Q (125759.080000 sec): 3 clusters
  Score: Raw -162669.469834 + Penalty 2456.348362 = -160213.121472
  nChanged 38
		SP:Iteration 13Q (125759.260000 sec): 3 clusters
  Score: Raw -162707.185054 + Penalty 2456.348362 = -160250.836692
  nChanged 31
		SP:Iteration 14Q (125759.480000 sec): 3 clusters
  Score: Raw -162743.521056 + Penalty 2456.348362 = -160287.172695
  nChanged 33
		SP:Iteration 15Q (125759.640000 sec): 3 clusters
  Score: Raw -162780.765748 + Penalty 2456.348362 = -160324.417387
  nChanged 24
		SP:Iteration 16Q (125759.800000 sec): 3 clusters
  Score: Raw -162802.352941 + Penalty 2456.348362 = -160346.004579
  nChanged 22
		SP:Iteration 17Q (125759.920000 sec): 3 clusters
  Score: Raw -162834.419469 + Penalty 2456.348362 = -160378.071107
  nChanged 31
		SP:Iteration 18Q (125760.100000 sec): 3 clusters
  Score: Raw -162872.356515 + Penalty 2456.348362 = -160416.008154
  nChanged 22
		SP:Iteration 19Q (125760.270000 sec): 3 clusters
  Score: Raw -162901.788303 + Penalty 2456.348362 = -160445.439941
  nChanged 19
		SP:Iteration 20F (125760.450000 sec): 3 clusters
  Score: Raw -162925.438196 + Penalty 2456.348362 = -160469.089834
  nChanged 14
		SP:Iteration 21Q (125760.620000 sec): 3 clusters
  Score: Raw -162936.980569 + Penalty 2456.348362 = -160480.632207
  nChanged 9
		SP:Iteration 22Q (125760.800000 sec): 3 clusters
  Score: Raw -162944.660287 + Penalty 2456.348362 = -160488.311926
  nChanged 7
		SP:Iteration 23Q (125760.980000 sec): 3 clusters
  Score: Raw -162949.218734 + Penalty 2456.348362 = -160492.870372
  nChanged 2
		SP:Iteration 24Q (125761.150000 sec): 3 clusters
  Score: Raw -162950.784854 + Penalty 2456.348362 = -160494.436492
  nChanged 1
		SP:Iteration 25Q (125761.310000 sec): 3 clusters
  Score: Raw -162951.698446 + Penalty 2456.348362 = -160495.350085
  nChanged 0
		SP:Iteration 26F (125761.510000 sec): 3 clusters
  Score: Raw -162951.698446 + Penalty 2456.348362 = -160495.350085
  nChanged 0
Iteration 619Q (126075.580000 sec): 82 clusters
  Score: Raw -122378424.705341 + Penalty 186982.066281 = -122191442.639060
  nChanged 6
Iteration 620F (126417.620000 sec): 82 clusters
  Score: Raw -122378425.005518 + Penalty 186982.066281 = -122191442.939237
  nChanged 2
Iteration 621Q (126739.390000 sec): 82 clusters
  Score: Raw -122378425.040594 + Penalty 186982.066281 = -122191442.974314
  nChanged 0
Iteration 622F (127069.760000 sec): 82 clusters
  Score: Raw -122378425.040594 + Penalty 186982.066281 = -122191442.974314
  nChanged 0
Compute initial score before splitting:   Score: Raw -122378425.040594 + Penalty 186982.066281 = -122191442.974314
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 1 (52405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127070.120000 sec): 2 clusters
  Score: Raw -4340230.321144 + Penalty 1765.848059 = -4338464.473085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127070.590000 sec): 3 clusters
  Score: Raw -4306951.096758 + Penalty 3531.696118 = -4303419.400641
  nChanged 24653
		SP:Iteration 1F (127071.090000 sec): 3 clusters
  Score: Raw -4321395.917225 + Penalty 3531.696118 = -4317864.221107
  nChanged 2732
		SP:Iteration 2F (127071.580000 sec): 3 clusters
  Score: Raw -4322723.226308 + Penalty 3531.696118 = -4319191.530190
  nChanged 3143
		SP:Iteration 3F (127072.070000 sec): 3 clusters
  Score: Raw -4324562.033362 + Penalty 3531.696118 = -4321030.337244
  nChanged 3428
		SP:Iteration 4F (127072.580000 sec): 3 clusters
  Score: Raw -4326766.975889 + Penalty 3531.696118 = -4323235.279772
  nChanged 3434
		SP:Iteration 5F (127073.090000 sec): 3 clusters
  Score: Raw -4328922.876705 + Penalty 3531.696118 = -4325391.180587
  nChanged 3228
		SP:Iteration 6F (127073.630000 sec): 3 clusters
  Score: Raw -4330891.028476 + Penalty 3531.696118 = -4327359.332358
  nChanged 2789
		SP:Iteration 7F (127074.100000 sec): 3 clusters
  Score: Raw -4332375.671804 + Penalty 3531.696118 = -4328843.975686
  nChanged 2267
		SP:Iteration 8Q (127074.630000 sec): 3 clusters
  Score: Raw -4333412.184374 + Penalty 3531.696118 = -4329880.488256
  nChanged 1741
		SP:Iteration 9Q (127075.150000 sec): 3 clusters
  Score: Raw -4334086.033268 + Penalty 3531.696118 = -4330554.337150
  nChanged 1268
		SP:Iteration 10Q (127075.650000 sec): 3 clusters
  Score: Raw -4334508.901281 + Penalty 3531.696118 = -4330977.205164
  nChanged 973
		SP:Iteration 11Q (127076.160000 sec): 3 clusters
  Score: Raw -4334813.830248 + Penalty 3531.696118 = -4331282.134130
  nChanged 853
		SP:Iteration 12Q (127076.660000 sec): 3 clusters
  Score: Raw -4335062.471426 + Penalty 3531.696118 = -4331530.775308
  nChanged 792
		SP:Iteration 13Q (127077.150000 sec): 3 clusters
  Score: Raw -4335300.154545 + Penalty 3531.696118 = -4331768.458427
  nChanged 722
		SP:Iteration 14Q (127077.660000 sec): 3 clusters
  Score: Raw -4335497.904796 + Penalty 3531.696118 = -4331966.208678
  nChanged 691
		SP:Iteration 15Q (127078.160000 sec): 3 clusters
  Score: Raw -4335677.279485 + Penalty 3531.696118 = -4332145.583368
  nChanged 675
		SP:Iteration 16Q (127078.680000 sec): 3 clusters
  Score: Raw -4335849.685574 + Penalty 3531.696118 = -4332317.989456
  nChanged 663
		SP:Iteration 17Q (127079.160000 sec): 3 clusters
  Score: Raw -4336010.707302 + Penalty 3531.696118 = -4332479.011185
  nChanged 667
		SP:Iteration 18Q (127079.650000 sec): 3 clusters
  Score: Raw -4336177.785203 + Penalty 3531.696118 = -4332646.089086
  nChanged 674
		SP:Iteration 19Q (127080.200000 sec): 3 clusters
  Score: Raw -4336350.468013 + Penalty 3531.696118 = -4332818.771895
  nChanged 660
		SP:Iteration 20F (127080.700000 sec): 3 clusters
  Score: Raw -4336531.236233 + Penalty 3531.696118 = -4332999.540115
  nChanged 694
		SP:Iteration 21Q (127081.220000 sec): 3 clusters
  Score: Raw -4336714.600563 + Penalty 3531.696118 = -4333182.904445
  nChanged 694
		SP:Iteration 22Q (127081.760000 sec): 3 clusters
  Score: Raw -4336900.559470 + Penalty 3531.696118 = -4333368.863352
  nChanged 660
		SP:Iteration 23Q (127082.300000 sec): 3 clusters
  Score: Raw -4337067.772454 + Penalty 3531.696118 = -4333536.076336
  nChanged 636
		SP:Iteration 24Q (127082.840000 sec): 3 clusters
  Score: Raw -4337228.885623 + Penalty 3531.696118 = -4333697.189505
  nChanged 613
		SP:Iteration 25Q (127083.370000 sec): 3 clusters
  Score: Raw -4337393.005396 + Penalty 3531.696118 = -4333861.309278
  nChanged 580
		SP:Iteration 26Q (127083.880000 sec): 3 clusters
  Score: Raw -4337553.101156 + Penalty 3531.696118 = -4334021.405038
  nChanged 599
		SP:Iteration 27Q (127084.380000 sec): 3 clusters
  Score: Raw -4337735.921859 + Penalty 3531.696118 = -4334204.225741
  nChanged 581
		SP:Iteration 28Q (127084.880000 sec): 3 clusters
  Score: Raw -4337916.434264 + Penalty 3531.696118 = -4334384.738146
  nChanged 565
		SP:Iteration 29Q (127085.330000 sec): 3 clusters
  Score: Raw -4338104.110323 + Penalty 3531.696118 = -4334572.414205
  nChanged 564
		SP:Iteration 30Q (127085.790000 sec): 3 clusters
  Score: Raw -4338312.070272 + Penalty 3531.696118 = -4334780.374154
  nChanged 568
		SP:Iteration 31Q (127086.290000 sec): 3 clusters
  Score: Raw -4338530.536810 + Penalty 3531.696118 = -4334998.840692
  nChanged 572
		SP:Iteration 32Q (127086.790000 sec): 3 clusters
  Score: Raw -4338763.039176 + Penalty 3531.696118 = -4335231.343058
  nChanged 541
		SP:Iteration 33Q (127087.280000 sec): 3 clusters
  Score: Raw -4338961.569598 + Penalty 3531.696118 = -4335429.873480
  nChanged 494
		SP:Iteration 34Q (127087.780000 sec): 3 clusters
  Score: Raw -4339148.217577 + Penalty 3531.696118 = -4335616.521460
  nChanged 417
		SP:Iteration 35Q (127088.260000 sec): 3 clusters
  Score: Raw -4339306.043739 + Penalty 3531.696118 = -4335774.347621
  nChanged 388
		SP:Iteration 36Q (127088.760000 sec): 3 clusters
  Score: Raw -4339450.595360 + Penalty 3531.696118 = -4335918.899242
  nChanged 353
		SP:Iteration 37Q (127089.230000 sec): 3 clusters
  Score: Raw -4339581.192352 + Penalty 3531.696118 = -4336049.496234
  nChanged 324
		SP:Iteration 38Q (127089.730000 sec): 3 clusters
  Score: Raw -4339700.787927 + Penalty 3531.696118 = -4336169.091809
  nChanged 281
		SP:Iteration 39Q (127090.230000 sec): 3 clusters
  Score: Raw -4339801.042501 + Penalty 3531.696118 = -4336269.346383
  nChanged 254
		SP:Iteration 40F (127090.750000 sec): 3 clusters
  Score: Raw -4339900.221984 + Penalty 3531.696118 = -4336368.525866
  nChanged 252
		SP:Iteration 41Q (127091.220000 sec): 3 clusters
  Score: Raw -4339991.135772 + Penalty 3531.696118 = -4336459.439655
  nChanged 222
		SP:Iteration 42Q (127091.680000 sec): 3 clusters
  Score: Raw -4340084.610587 + Penalty 3531.696118 = -4336552.914469
  nChanged 201
		SP:Iteration 43Q (127092.140000 sec): 3 clusters
  Score: Raw -4340166.836217 + Penalty 3531.696118 = -4336635.140099
  nChanged 163
		SP:Iteration 44Q (127092.610000 sec): 3 clusters
  Score: Raw -4340238.796415 + Penalty 3531.696118 = -4336707.100297
  nChanged 152
		SP:Iteration 45Q (127093.070000 sec): 3 clusters
  Score: Raw -4340303.444451 + Penalty 3531.696118 = -4336771.748334
  nChanged 128
		SP:Iteration 46Q (127093.530000 sec): 3 clusters
  Score: Raw -4340360.374001 + Penalty 3531.696118 = -4336828.677883
  nChanged 127
		SP:Iteration 47Q (127094.010000 sec): 3 clusters
  Score: Raw -4340416.797809 + Penalty 3531.696118 = -4336885.101691
  nChanged 111
		SP:Iteration 48Q (127094.470000 sec): 3 clusters
  Score: Raw -4340464.910833 + Penalty 3531.696118 = -4336933.214715
  nChanged 83
		SP:Iteration 49Q (127094.970000 sec): 3 clusters
  Score: Raw -4340500.050709 + Penalty 3531.696118 = -4336968.354591
  nChanged 63
		SP:Iteration 50Q (127095.490000 sec): 3 clusters
  Score: Raw -4340525.412519 + Penalty 3531.696118 = -4336993.716402
  nChanged 56
		SP:Iteration 51Q (127095.950000 sec): 3 clusters
  Score: Raw -4340546.115551 + Penalty 3531.696118 = -4337014.419433
  nChanged 43
		SP:Iteration 52Q (127096.410000 sec): 3 clusters
  Score: Raw -4340560.765861 + Penalty 3531.696118 = -4337029.069743
  nChanged 33
		SP:Iteration 53Q (127096.870000 sec): 3 clusters
  Score: Raw -4340571.138228 + Penalty 3531.696118 = -4337039.442110
  nChanged 31
		SP:Iteration 54Q (127097.330000 sec): 3 clusters
  Score: Raw -4340580.514072 + Penalty 3531.696118 = -4337048.817954
  nChanged 24
		SP:Iteration 55Q (127097.840000 sec): 3 clusters
  Score: Raw -4340588.414616 + Penalty 3531.696118 = -4337056.718499
  nChanged 18
		SP:Iteration 56Q (127098.300000 sec): 3 clusters
  Score: Raw -4340593.413904 + Penalty 3531.696118 = -4337061.717787
  nChanged 19
		SP:Iteration 57Q (127098.780000 sec): 3 clusters
  Score: Raw -4340599.497605 + Penalty 3531.696118 = -4337067.801487
  nChanged 18
		SP:Iteration 58Q (127099.240000 sec): 3 clusters
  Score: Raw -4340606.132533 + Penalty 3531.696118 = -4337074.436415
  nChanged 20
		SP:Iteration 59Q (127099.690000 sec): 3 clusters
  Score: Raw -4340613.528753 + Penalty 3531.696118 = -4337081.832635
  nChanged 17
		SP:Iteration 60F (127100.230000 sec): 3 clusters
  Score: Raw -4340618.303152 + Penalty 3531.696118 = -4337086.607034
  nChanged 10
		SP:Iteration 61Q (127100.690000 sec): 3 clusters
  Score: Raw -4340620.425765 + Penalty 3531.696118 = -4337088.729648
  nChanged 9
		SP:Iteration 62Q (127101.210000 sec): 3 clusters
  Score: Raw -4340623.857462 + Penalty 3531.696118 = -4337092.161344
  nChanged 9
		SP:Iteration 63Q (127101.710000 sec): 3 clusters
  Score: Raw -4340626.741604 + Penalty 3531.696118 = -4337095.045486
  nChanged 5
		SP:Iteration 64Q (127102.250000 sec): 3 clusters
  Score: Raw -4340628.022209 + Penalty 3531.696118 = -4337096.326092
  nChanged 5
		SP:Iteration 65Q (127102.750000 sec): 3 clusters
  Score: Raw -4340629.390921 + Penalty 3531.696118 = -4337097.694803
  nChanged 4
		SP:Iteration 66Q (127103.250000 sec): 3 clusters
  Score: Raw -4340630.271725 + Penalty 3531.696118 = -4337098.575607
  nChanged 3
		SP:Iteration 67Q (127103.710000 sec): 3 clusters
  Score: Raw -4340630.916173 + Penalty 3531.696118 = -4337099.220055
  nChanged 2
		SP:Iteration 68Q (127104.180000 sec): 3 clusters
  Score: Raw -4340631.212339 + Penalty 3531.696118 = -4337099.516221
  nChanged 2
		SP:Iteration 69Q (127104.640000 sec): 3 clusters
  Score: Raw -4340631.767069 + Penalty 3531.696118 = -4337100.070952
  nChanged 2
		SP:Iteration 70Q (127105.140000 sec): 3 clusters
  Score: Raw -4340632.161436 + Penalty 3531.696118 = -4337100.465318
  nChanged 2
		SP:Iteration 71Q (127105.630000 sec): 3 clusters
  Score: Raw -4340632.642687 + Penalty 3531.696118 = -4337100.946569
  nChanged 1
		SP:Iteration 72Q (127106.150000 sec): 3 clusters
  Score: Raw -4340633.189322 + Penalty 3531.696118 = -4337101.493205
  nChanged 2
		SP:Iteration 73Q (127106.630000 sec): 3 clusters
  Score: Raw -4340633.606661 + Penalty 3531.696118 = -4337101.910543
  nChanged 3
		SP:Iteration 74Q (127107.210000 sec): 3 clusters
  Score: Raw -4340634.359930 + Penalty 3531.696118 = -4337102.663812
  nChanged 2
		SP:Iteration 75Q (127107.690000 sec): 3 clusters
  Score: Raw -4340634.827798 + Penalty 3531.696118 = -4337103.131680
  nChanged 2
		SP:Iteration 76Q (127108.150000 sec): 3 clusters
  Score: Raw -4340636.191099 + Penalty 3531.696118 = -4337104.494981
  nChanged 6
		SP:Iteration 77Q (127108.640000 sec): 3 clusters
  Score: Raw -4340639.192862 + Penalty 3531.696118 = -4337107.496744
  nChanged 7
		SP:Iteration 78Q (127109.110000 sec): 3 clusters
  Score: Raw -4340642.303180 + Penalty 3531.696118 = -4337110.607063
  nChanged 7
		SP:Iteration 79Q (127109.570000 sec): 3 clusters
  Score: Raw -4340644.442652 + Penalty 3531.696118 = -4337112.746535
  nChanged 8
		SP:Iteration 80F (127110.070000 sec): 3 clusters
  Score: Raw -4340647.990681 + Penalty 3531.696118 = -4337116.294563
  nChanged 13
		SP:Iteration 81Q (127110.530000 sec): 3 clusters
  Score: Raw -4340652.252618 + Penalty 3531.696118 = -4337120.556500
  nChanged 6
		SP:Iteration 82Q (127110.990000 sec): 3 clusters
  Score: Raw -4340654.014206 + Penalty 3531.696118 = -4337122.318088
  nChanged 5
		SP:Iteration 83Q (127111.490000 sec): 3 clusters
  Score: Raw -4340654.855413 + Penalty 3531.696118 = -4337123.159295
  nChanged 1
		SP:Iteration 84Q (127111.950000 sec): 3 clusters
  Score: Raw -4340654.928403 + Penalty 3531.696118 = -4337123.232285
  nChanged 0
		SP:Iteration 85F (127112.450000 sec): 3 clusters
  Score: Raw -4340654.928403 + Penalty 3531.696118 = -4337123.232285
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 2 (248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127112.510000 sec): 2 clusters
  Score: Raw -17061.485053 + Penalty 895.932171 = -16165.552882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127112.670000 sec): 3 clusters
  Score: Raw -17151.963280 + Penalty 1791.864343 = -15360.098937
  nChanged 44
		SP:Iteration 1F (127112.830000 sec): 3 clusters
  Score: Raw -17263.291443 + Penalty 1791.864343 = -15471.427100
  nChanged 15
		SP:Iteration 2F (127112.990000 sec): 3 clusters
  Score: Raw -17296.559555 + Penalty 1791.864343 = -15504.695212
  nChanged 5
		SP:Iteration 3Q (127113.150000 sec): 3 clusters
  Score: Raw -17304.645088 + Penalty 1791.864343 = -15512.780745
  nChanged 2
		SP:Iteration 4Q (127113.310000 sec): 3 clusters
  Score: Raw -17310.613744 + Penalty 1791.864343 = -15518.749401
  nChanged 1
		SP:Iteration 5Q (127113.470000 sec): 3 clusters
  Score: Raw -17314.413011 + Penalty 1791.864343 = -15522.548668
  nChanged 0
		SP:Iteration 6F (127113.630000 sec): 3 clusters
  Score: Raw -17314.413011 + Penalty 1791.864343 = -15522.548668
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 3 (5275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127113.740000 sec): 2 clusters
  Score: Raw -444815.404541 + Penalty 1392.744268 = -443422.660273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127113.910000 sec): 3 clusters
  Score: Raw -442062.939732 + Penalty 2785.488536 = -439277.451196
  nChanged 2117
		SP:Iteration 1F (127114.080000 sec): 3 clusters
  Score: Raw -443508.864213 + Penalty 2785.488536 = -440723.375676
  nChanged 474
		SP:Iteration 2F (127114.260000 sec): 3 clusters
  Score: Raw -443832.265059 + Penalty 2785.488536 = -441046.776523
  nChanged 337
		SP:Iteration 3F (127114.420000 sec): 3 clusters
  Score: Raw -444050.337145 + Penalty 2785.488536 = -441264.848609
  nChanged 260
		SP:Iteration 4Q (127114.580000 sec): 3 clusters
  Score: Raw -444217.063267 + Penalty 2785.488536 = -441431.574731
  nChanged 254
		SP:Iteration 5Q (127114.740000 sec): 3 clusters
  Score: Raw -444385.699262 + Penalty 2785.488536 = -441600.210726
  nChanged 239
		SP:Iteration 6Q (127114.900000 sec): 3 clusters
  Score: Raw -444563.287085 + Penalty 2785.488536 = -441777.798549
  nChanged 245
		SP:Iteration 7Q (127115.060000 sec): 3 clusters
  Score: Raw -444720.601988 + Penalty 2785.488536 = -441935.113451
  nChanged 196
		SP:Iteration 8Q (127115.230000 sec): 3 clusters
  Score: Raw -444839.132145 + Penalty 2785.488536 = -442053.643608
  nChanged 182
		SP:Iteration 9Q (127115.400000 sec): 3 clusters
  Score: Raw -444962.810519 + Penalty 2785.488536 = -442177.321983
  nChanged 152
		SP:Iteration 10Q (127115.580000 sec): 3 clusters
  Score: Raw -445064.526550 + Penalty 2785.488536 = -442279.038013
  nChanged 111
		SP:Iteration 11Q (127115.750000 sec): 3 clusters
  Score: Raw -445129.499878 + Penalty 2785.488536 = -442344.011342
  nChanged 89
		SP:Iteration 12Q (127115.920000 sec): 3 clusters
  Score: Raw -445178.992406 + Penalty 2785.488536 = -442393.503870
  nChanged 79
		SP:Iteration 13Q (127116.100000 sec): 3 clusters
  Score: Raw -445237.513238 + Penalty 2785.488536 = -442452.024701
  nChanged 87
		SP:Iteration 14Q (127116.270000 sec): 3 clusters
  Score: Raw -445285.717858 + Penalty 2785.488536 = -442500.229322
  nChanged 64
		SP:Iteration 15Q (127116.440000 sec): 3 clusters
  Score: Raw -445318.702581 + Penalty 2785.488536 = -442533.214045
  nChanged 53
		SP:Iteration 16Q (127116.610000 sec): 3 clusters
  Score: Raw -445344.211563 + Penalty 2785.488536 = -442558.723027
  nChanged 49
		SP:Iteration 17Q (127116.810000 sec): 3 clusters
  Score: Raw -445367.229572 + Penalty 2785.488536 = -442581.741035
  nChanged 48
		SP:Iteration 18Q (127116.990000 sec): 3 clusters
  Score: Raw -445394.964880 + Penalty 2785.488536 = -442609.476343
  nChanged 54
		SP:Iteration 19Q (127117.130000 sec): 3 clusters
  Score: Raw -445427.009141 + Penalty 2785.488536 = -442641.520605
  nChanged 53
		SP:Iteration 20F (127117.300000 sec): 3 clusters
  Score: Raw -445452.152895 + Penalty 2785.488536 = -442666.664358
  nChanged 40
		SP:Iteration 21Q (127117.480000 sec): 3 clusters
  Score: Raw -445467.497759 + Penalty 2785.488536 = -442682.009222
  nChanged 27
		SP:Iteration 22Q (127117.640000 sec): 3 clusters
  Score: Raw -445479.447415 + Penalty 2785.488536 = -442693.958879
  nChanged 24
		SP:Iteration 23Q (127117.800000 sec): 3 clusters
  Score: Raw -445489.606442 + Penalty 2785.488536 = -442704.117905
  nChanged 16
		SP:Iteration 24Q (127117.950000 sec): 3 clusters
  Score: Raw -445494.595575 + Penalty 2785.488536 = -442709.107039
  nChanged 8
		SP:Iteration 25Q (127118.150000 sec): 3 clusters
  Score: Raw -445496.338791 + Penalty 2785.488536 = -442710.850254
  nChanged 5
		SP:Iteration 26Q (127118.320000 sec): 3 clusters
  Score: Raw -445497.796062 + Penalty 2785.488536 = -442712.307526
  nChanged 5
		SP:Iteration 27Q (127118.500000 sec): 3 clusters
  Score: Raw -445499.436408 + Penalty 2785.488536 = -442713.947872
  nChanged 8
		SP:Iteration 28Q (127118.660000 sec): 3 clusters
  Score: Raw -445502.270172 + Penalty 2785.488536 = -442716.781635
  nChanged 15
		SP:Iteration 29Q (127118.840000 sec): 3 clusters
  Score: Raw -445506.824214 + Penalty 2785.488536 = -442721.335677
  nChanged 8
		SP:Iteration 30Q (127118.990000 sec): 3 clusters
  Score: Raw -445508.949780 + Penalty 2785.488536 = -442723.461243
  nChanged 7
		SP:Iteration 31Q (127119.110000 sec): 3 clusters
  Score: Raw -445509.874261 + Penalty 2785.488536 = -442724.385725
  nChanged 3
		SP:Iteration 32Q (127119.270000 sec): 3 clusters
  Score: Raw -445510.308861 + Penalty 2785.488536 = -442724.820324
  nChanged 0
		SP:Iteration 33F (127119.420000 sec): 3 clusters
  Score: Raw -445510.308861 + Penalty 2785.488536 = -442724.820324
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 4 (4420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127119.520000 sec): 2 clusters
  Score: Raw -373260.298264 + Penalty 1364.007933 = -371896.290330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127119.680000 sec): 3 clusters
  Score: Raw -371027.800785 + Penalty 2728.015867 = -368299.784918
  nChanged 1741
		SP:Iteration 1F (127119.840000 sec): 3 clusters
  Score: Raw -372030.646662 + Penalty 2728.015867 = -369302.630795
  nChanged 348
		SP:Iteration 2F (127120.000000 sec): 3 clusters
  Score: Raw -372246.864661 + Penalty 2728.015867 = -369518.848794
  nChanged 254
		SP:Iteration 3F (127120.160000 sec): 3 clusters
  Score: Raw -372412.967838 + Penalty 2728.015867 = -369684.951971
  nChanged 227
		SP:Iteration 4F (127120.320000 sec): 3 clusters
  Score: Raw -372575.364796 + Penalty 2728.015867 = -369847.348929
  nChanged 236
		SP:Iteration 5F (127120.480000 sec): 3 clusters
  Score: Raw -372736.830547 + Penalty 2728.015867 = -370008.814680
  nChanged 214
		SP:Iteration 6Q (127120.640000 sec): 3 clusters
  Score: Raw -372875.583629 + Penalty 2728.015867 = -370147.567762
  nChanged 178
		SP:Iteration 7Q (127120.800000 sec): 3 clusters
  Score: Raw -372982.190934 + Penalty 2728.015867 = -370254.175067
  nChanged 131
		SP:Iteration 8Q (127120.960000 sec): 3 clusters
  Score: Raw -373065.085674 + Penalty 2728.015867 = -370337.069807
  nChanged 125
		SP:Iteration 9Q (127121.120000 sec): 3 clusters
  Score: Raw -373149.676283 + Penalty 2728.015867 = -370421.660416
  nChanged 114
		SP:Iteration 10Q (127121.280000 sec): 3 clusters
  Score: Raw -373218.796960 + Penalty 2728.015867 = -370490.781094
  nChanged 105
		SP:Iteration 11Q (127121.440000 sec): 3 clusters
  Score: Raw -373280.305271 + Penalty 2728.015867 = -370552.289404
  nChanged 71
		SP:Iteration 12Q (127121.600000 sec): 3 clusters
  Score: Raw -373318.653603 + Penalty 2728.015867 = -370590.637736
  nChanged 61
		SP:Iteration 13Q (127121.760000 sec): 3 clusters
  Score: Raw -373350.847850 + Penalty 2728.015867 = -370622.831983
  nChanged 49
		SP:Iteration 14Q (127121.920000 sec): 3 clusters
  Score: Raw -373375.729829 + Penalty 2728.015867 = -370647.713962
  nChanged 41
		SP:Iteration 15Q (127122.080000 sec): 3 clusters
  Score: Raw -373394.481863 + Penalty 2728.015867 = -370666.465997
  nChanged 42
		SP:Iteration 16Q (127122.240000 sec): 3 clusters
  Score: Raw -373416.662036 + Penalty 2728.015867 = -370688.646169
  nChanged 45
		SP:Iteration 17Q (127122.400000 sec): 3 clusters
  Score: Raw -373440.081074 + Penalty 2728.015867 = -370712.065207
  nChanged 42
		SP:Iteration 18Q (127122.560000 sec): 3 clusters
  Score: Raw -373462.505393 + Penalty 2728.015867 = -370734.489526
  nChanged 42
		SP:Iteration 19Q (127122.760000 sec): 3 clusters
  Score: Raw -373484.757594 + Penalty 2728.015867 = -370756.741727
  nChanged 30
		SP:Iteration 20F (127122.900000 sec): 3 clusters
  Score: Raw -373500.912572 + Penalty 2728.015867 = -370772.896705
  nChanged 27
		SP:Iteration 21Q (127123.120000 sec): 3 clusters
  Score: Raw -373515.343127 + Penalty 2728.015867 = -370787.327260
  nChanged 17
		SP:Iteration 22Q (127123.260000 sec): 3 clusters
  Score: Raw -373526.413703 + Penalty 2728.015867 = -370798.397836
  nChanged 17
		SP:Iteration 23Q (127123.420000 sec): 3 clusters
  Score: Raw -373537.396478 + Penalty 2728.015867 = -370809.380611
  nChanged 20
		SP:Iteration 24Q (127123.580000 sec): 3 clusters
  Score: Raw -373550.023352 + Penalty 2728.015867 = -370822.007485
  nChanged 18
		SP:Iteration 25Q (127123.740000 sec): 3 clusters
  Score: Raw -373560.095087 + Penalty 2728.015867 = -370832.079220
  nChanged 10
		SP:Iteration 26Q (127123.900000 sec): 3 clusters
  Score: Raw -373565.991377 + Penalty 2728.015867 = -370837.975510
  nChanged 10
		SP:Iteration 27Q (127124.060000 sec): 3 clusters
  Score: Raw -373571.375337 + Penalty 2728.015867 = -370843.359470
  nChanged 8
		SP:Iteration 28Q (127124.220000 sec): 3 clusters
  Score: Raw -373575.897225 + Penalty 2728.015867 = -370847.881358
  nChanged 4
		SP:Iteration 29Q (127124.380000 sec): 3 clusters
  Score: Raw -373577.931406 + Penalty 2728.015867 = -370849.915539
  nChanged 4
		SP:Iteration 30Q (127124.540000 sec): 3 clusters
  Score: Raw -373579.704522 + Penalty 2728.015867 = -370851.688655
  nChanged 6
		SP:Iteration 31Q (127124.700000 sec): 3 clusters
  Score: Raw -373582.281014 + Penalty 2728.015867 = -370854.265147
  nChanged 7
		SP:Iteration 32Q (127124.860000 sec): 3 clusters
  Score: Raw -373586.260909 + Penalty 2728.015867 = -370858.245042
  nChanged 6
		SP:Iteration 33Q (127125.020000 sec): 3 clusters
  Score: Raw -373591.216319 + Penalty 2728.015867 = -370863.200453
  nChanged 4
		SP:Iteration 34Q (127125.180000 sec): 3 clusters
  Score: Raw -373594.114533 + Penalty 2728.015867 = -370866.098666
  nChanged 4
		SP:Iteration 35Q (127125.340000 sec): 3 clusters
  Score: Raw -373596.154355 + Penalty 2728.015867 = -370868.138488
  nChanged 5
		SP:Iteration 36Q (127125.500000 sec): 3 clusters
  Score: Raw -373597.961312 + Penalty 2728.015867 = -370869.945445
  nChanged 2
		SP:Iteration 37Q (127125.660000 sec): 3 clusters
  Score: Raw -373599.056891 + Penalty 2728.015867 = -370871.041024
  nChanged 2
		SP:Iteration 38Q (127125.820000 sec): 3 clusters
  Score: Raw -373600.161162 + Penalty 2728.015867 = -370872.145295
  nChanged 4
		SP:Iteration 39Q (127125.970000 sec): 3 clusters
  Score: Raw -373602.876971 + Penalty 2728.015867 = -370874.861104
  nChanged 5
		SP:Iteration 40F (127126.130000 sec): 3 clusters
  Score: Raw -373605.651428 + Penalty 2728.015867 = -370877.635561
  nChanged 3
		SP:Iteration 41Q (127126.290000 sec): 3 clusters
  Score: Raw -373608.867203 + Penalty 2728.015867 = -370880.851337
  nChanged 4
		SP:Iteration 42Q (127126.450000 sec): 3 clusters
  Score: Raw -373611.853222 + Penalty 2728.015867 = -370883.837355
  nChanged 3
		SP:Iteration 43Q (127126.610000 sec): 3 clusters
  Score: Raw -373612.746864 + Penalty 2728.015867 = -370884.730997
  nChanged 2
		SP:Iteration 44Q (127126.770000 sec): 3 clusters
  Score: Raw -373613.782909 + Penalty 2728.015867 = -370885.767042
  nChanged 0
		SP:Iteration 45F (127126.930000 sec): 3 clusters
  Score: Raw -373613.782909 + Penalty 2728.015867 = -370885.767042
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 5 (6833 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127127.030000 sec): 2 clusters
  Score: Raw -565480.040505 + Penalty 1434.796853 = -564045.243652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127127.230000 sec): 3 clusters
  Score: Raw -561750.032177 + Penalty 2869.593706 = -558880.438471
  nChanged 2879
		SP:Iteration 1F (127127.380000 sec): 3 clusters
  Score: Raw -563237.452490 + Penalty 2869.593706 = -560367.858784
  nChanged 419
		SP:Iteration 2F (127127.520000 sec): 3 clusters
  Score: Raw -563416.395685 + Penalty 2869.593706 = -560546.801979
  nChanged 301
		SP:Iteration 3Q (127127.710000 sec): 3 clusters
  Score: Raw -563530.055752 + Penalty 2869.593706 = -560660.462047
  nChanged 264
		SP:Iteration 4Q (127127.900000 sec): 3 clusters
  Score: Raw -563630.671414 + Penalty 2869.593706 = -560761.077708
  nChanged 253
		SP:Iteration 5Q (127128.090000 sec): 3 clusters
  Score: Raw -563733.808324 + Penalty 2869.593706 = -560864.214618
  nChanged 249
		SP:Iteration 6Q (127128.280000 sec): 3 clusters
  Score: Raw -563850.486984 + Penalty 2869.593706 = -560980.893279
  nChanged 265
		SP:Iteration 7Q (127128.460000 sec): 3 clusters
  Score: Raw -563968.218839 + Penalty 2869.593706 = -561098.625133
  nChanged 248
		SP:Iteration 8Q (127128.650000 sec): 3 clusters
  Score: Raw -564082.801926 + Penalty 2869.593706 = -561213.208220
  nChanged 245
		SP:Iteration 9Q (127128.860000 sec): 3 clusters
  Score: Raw -564199.660319 + Penalty 2869.593706 = -561330.066613
  nChanged 220
		SP:Iteration 10Q (127129.030000 sec): 3 clusters
  Score: Raw -564309.414621 + Penalty 2869.593706 = -561439.820915
  nChanged 244
		SP:Iteration 11Q (127129.220000 sec): 3 clusters
  Score: Raw -564438.221994 + Penalty 2869.593706 = -561568.628288
  nChanged 258
		SP:Iteration 12Q (127129.400000 sec): 3 clusters
  Score: Raw -564583.930034 + Penalty 2869.593706 = -561714.336328
  nChanged 259
		SP:Iteration 13Q (127129.550000 sec): 3 clusters
  Score: Raw -564741.588287 + Penalty 2869.593706 = -561871.994582
  nChanged 248
		SP:Iteration 14Q (127129.720000 sec): 3 clusters
  Score: Raw -564881.238461 + Penalty 2869.593706 = -562011.644755
  nChanged 207
		SP:Iteration 15Q (127129.920000 sec): 3 clusters
  Score: Raw -564994.130952 + Penalty 2869.593706 = -562124.537247
  nChanged 179
		SP:Iteration 16Q (127130.120000 sec): 3 clusters
  Score: Raw -565088.570877 + Penalty 2869.593706 = -562218.977171
  nChanged 148
		SP:Iteration 17Q (127130.320000 sec): 3 clusters
  Score: Raw -565183.702168 + Penalty 2869.593706 = -562314.108462
  nChanged 124
		SP:Iteration 18Q (127130.530000 sec): 3 clusters
  Score: Raw -565262.870657 + Penalty 2869.593706 = -562393.276951
  nChanged 103
		SP:Iteration 19Q (127130.710000 sec): 3 clusters
  Score: Raw -565318.938883 + Penalty 2869.593706 = -562449.345178
  nChanged 97
		SP:Iteration 20F (127130.910000 sec): 3 clusters
  Score: Raw -565387.406331 + Penalty 2869.593706 = -562517.812625
  nChanged 87
		SP:Iteration 21Q (127131.110000 sec): 3 clusters
  Score: Raw -565446.441293 + Penalty 2869.593706 = -562576.847588
  nChanged 65
		SP:Iteration 22Q (127131.320000 sec): 3 clusters
  Score: Raw -565484.757539 + Penalty 2869.593706 = -562615.163834
  nChanged 49
		SP:Iteration 23Q (127131.510000 sec): 3 clusters
  Score: Raw -565518.379811 + Penalty 2869.593706 = -562648.786105
  nChanged 38
		SP:Iteration 24Q (127131.720000 sec): 3 clusters
  Score: Raw -565538.706001 + Penalty 2869.593706 = -562669.112295
  nChanged 33
		SP:Iteration 25Q (127131.920000 sec): 3 clusters
  Score: Raw -565558.820982 + Penalty 2869.593706 = -562689.227276
  nChanged 29
		SP:Iteration 26Q (127132.110000 sec): 3 clusters
  Score: Raw -565573.063164 + Penalty 2869.593706 = -562703.469459
  nChanged 21
		SP:Iteration 27Q (127132.300000 sec): 3 clusters
  Score: Raw -565584.881284 + Penalty 2869.593706 = -562715.287578
  nChanged 16
		SP:Iteration 28Q (127132.510000 sec): 3 clusters
  Score: Raw -565593.575281 + Penalty 2869.593706 = -562723.981575
  nChanged 14
		SP:Iteration 29Q (127132.720000 sec): 3 clusters
  Score: Raw -565602.760409 + Penalty 2869.593706 = -562733.166703
  nChanged 16
		SP:Iteration 30Q (127132.930000 sec): 3 clusters
  Score: Raw -565617.325725 + Penalty 2869.593706 = -562747.732019
  nChanged 22
		SP:Iteration 31Q (127133.130000 sec): 3 clusters
  Score: Raw -565629.831305 + Penalty 2869.593706 = -562760.237599
  nChanged 19
		SP:Iteration 32Q (127133.320000 sec): 3 clusters
  Score: Raw -565642.526410 + Penalty 2869.593706 = -562772.932704
  nChanged 16
		SP:Iteration 33Q (127133.520000 sec): 3 clusters
  Score: Raw -565649.813325 + Penalty 2869.593706 = -562780.219619
  nChanged 20
		SP:Iteration 34Q (127133.720000 sec): 3 clusters
  Score: Raw -565662.667402 + Penalty 2869.593706 = -562793.073697
  nChanged 12
		SP:Iteration 35Q (127133.920000 sec): 3 clusters
  Score: Raw -565668.854202 + Penalty 2869.593706 = -562799.260496
  nChanged 12
		SP:Iteration 36Q (127134.140000 sec): 3 clusters
  Score: Raw -565676.109559 + Penalty 2869.593706 = -562806.515854
  nChanged 11
		SP:Iteration 37Q (127134.350000 sec): 3 clusters
  Score: Raw -565682.552936 + Penalty 2869.593706 = -562812.959230
  nChanged 9
		SP:Iteration 38Q (127134.560000 sec): 3 clusters
  Score: Raw -565689.612664 + Penalty 2869.593706 = -562820.018958
  nChanged 8
		SP:Iteration 39Q (127134.780000 sec): 3 clusters
  Score: Raw -565694.468551 + Penalty 2869.593706 = -562824.874846
  nChanged 7
		SP:Iteration 40F (127134.980000 sec): 3 clusters
  Score: Raw -565698.373028 + Penalty 2869.593706 = -562828.779322
  nChanged 6
		SP:Iteration 41Q (127135.190000 sec): 3 clusters
  Score: Raw -565700.476146 + Penalty 2869.593706 = -562830.882440
  nChanged 5
		SP:Iteration 42Q (127135.390000 sec): 3 clusters
  Score: Raw -565704.219351 + Penalty 2869.593706 = -562834.625646
  nChanged 2
		SP:Iteration 43Q (127135.590000 sec): 3 clusters
  Score: Raw -565705.121990 + Penalty 2869.593706 = -562835.528284
  nChanged 0
		SP:Iteration 44F (127135.790000 sec): 3 clusters
  Score: Raw -565705.121990 + Penalty 2869.593706 = -562835.528284
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 6 (3744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127135.870000 sec): 2 clusters
  Score: Raw -330298.963894 + Penalty 1337.035349 = -328961.928545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127136.040000 sec): 3 clusters
  Score: Raw -328449.665063 + Penalty 2674.070697 = -325775.594365
  nChanged 1500
		SP:Iteration 1F (127136.220000 sec): 3 clusters
  Score: Raw -329277.137127 + Penalty 2674.070697 = -326603.066430
  nChanged 273
		SP:Iteration 2F (127136.390000 sec): 3 clusters
  Score: Raw -329427.494011 + Penalty 2674.070697 = -326753.423314
  nChanged 198
		SP:Iteration 3F (127136.560000 sec): 3 clusters
  Score: Raw -329531.295766 + Penalty 2674.070697 = -326857.225069
  nChanged 152
		SP:Iteration 4Q (127136.740000 sec): 3 clusters
  Score: Raw -329608.882732 + Penalty 2674.070697 = -326934.812034
  nChanged 131
		SP:Iteration 5Q (127136.910000 sec): 3 clusters
  Score: Raw -329665.841228 + Penalty 2674.070697 = -326991.770531
  nChanged 80
		SP:Iteration 6Q (127137.090000 sec): 3 clusters
  Score: Raw -329700.023693 + Penalty 2674.070697 = -327025.952996
  nChanged 66
		SP:Iteration 7Q (127137.260000 sec): 3 clusters
  Score: Raw -329728.545668 + Penalty 2674.070697 = -327054.474971
  nChanged 63
		SP:Iteration 8Q (127137.430000 sec): 3 clusters
  Score: Raw -329754.198240 + Penalty 2674.070697 = -327080.127543
  nChanged 49
		SP:Iteration 9Q (127137.610000 sec): 3 clusters
  Score: Raw -329772.862467 + Penalty 2674.070697 = -327098.791770
  nChanged 51
		SP:Iteration 10Q (127137.780000 sec): 3 clusters
  Score: Raw -329793.094397 + Penalty 2674.070697 = -327119.023700
  nChanged 52
		SP:Iteration 11Q (127137.960000 sec): 3 clusters
  Score: Raw -329812.024198 + Penalty 2674.070697 = -327137.953501
  nChanged 56
		SP:Iteration 12Q (127138.130000 sec): 3 clusters
  Score: Raw -329833.510954 + Penalty 2674.070697 = -327159.440256
  nChanged 64
		SP:Iteration 13Q (127138.300000 sec): 3 clusters
  Score: Raw -329857.286386 + Penalty 2674.070697 = -327183.215689
  nChanged 56
		SP:Iteration 14Q (127138.480000 sec): 3 clusters
  Score: Raw -329879.612970 + Penalty 2674.070697 = -327205.542272
  nChanged 74
		SP:Iteration 15Q (127138.650000 sec): 3 clusters
  Score: Raw -329913.265892 + Penalty 2674.070697 = -327239.195194
  nChanged 76
		SP:Iteration 16Q (127138.820000 sec): 3 clusters
  Score: Raw -329948.705919 + Penalty 2674.070697 = -327274.635221
  nChanged 86
		SP:Iteration 17Q (127139.000000 sec): 3 clusters
  Score: Raw -329994.461999 + Penalty 2674.070697 = -327320.391302
  nChanged 85
		SP:Iteration 18Q (127139.170000 sec): 3 clusters
  Score: Raw -330044.126474 + Penalty 2674.070697 = -327370.055777
  nChanged 91
		SP:Iteration 19Q (127139.340000 sec): 3 clusters
  Score: Raw -330104.808449 + Penalty 2674.070697 = -327430.737751
  nChanged 111
		SP:Iteration 20F (127139.520000 sec): 3 clusters
  Score: Raw -330183.589255 + Penalty 2674.070697 = -327509.518558
  nChanged 111
		SP:Iteration 21Q (127139.690000 sec): 3 clusters
  Score: Raw -330266.719714 + Penalty 2674.070697 = -327592.649017
  nChanged 105
		SP:Iteration 22Q (127139.860000 sec): 3 clusters
  Score: Raw -330348.404762 + Penalty 2674.070697 = -327674.334065
  nChanged 95
		SP:Iteration 23Q (127140.040000 sec): 3 clusters
  Score: Raw -330422.306821 + Penalty 2674.070697 = -327748.236124
  nChanged 81
		SP:Iteration 24Q (127140.210000 sec): 3 clusters
  Score: Raw -330487.422392 + Penalty 2674.070697 = -327813.351694
  nChanged 72
		SP:Iteration 25Q (127140.380000 sec): 3 clusters
  Score: Raw -330549.148098 + Penalty 2674.070697 = -327875.077401
  nChanged 58
		SP:Iteration 26Q (127140.560000 sec): 3 clusters
  Score: Raw -330596.968856 + Penalty 2674.070697 = -327922.898159
  nChanged 31
		SP:Iteration 27Q (127140.730000 sec): 3 clusters
  Score: Raw -330621.907891 + Penalty 2674.070697 = -327947.837193
  nChanged 28
		SP:Iteration 28Q (127140.940000 sec): 3 clusters
  Score: Raw -330640.883775 + Penalty 2674.070697 = -327966.813078
  nChanged 23
		SP:Iteration 29Q (127141.090000 sec): 3 clusters
  Score: Raw -330664.870977 + Penalty 2674.070697 = -327990.800280
  nChanged 24
		SP:Iteration 30Q (127141.260000 sec): 3 clusters
  Score: Raw -330681.204019 + Penalty 2674.070697 = -328007.133322
  nChanged 8
		SP:Iteration 31Q (127141.440000 sec): 3 clusters
  Score: Raw -330686.550345 + Penalty 2674.070697 = -328012.479647
  nChanged 7
		SP:Iteration 32Q (127141.610000 sec): 3 clusters
  Score: Raw -330693.113274 + Penalty 2674.070697 = -328019.042576
  nChanged 4
		SP:Iteration 33Q (127141.780000 sec): 3 clusters
  Score: Raw -330695.003209 + Penalty 2674.070697 = -328020.932512
  nChanged 3
		SP:Iteration 34Q (127141.960000 sec): 3 clusters
  Score: Raw -330696.530928 + Penalty 2674.070697 = -328022.460231
  nChanged 0
		SP:Iteration 35F (127142.130000 sec): 3 clusters
  Score: Raw -330696.530928 + Penalty 2674.070697 = -328022.460231
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 7 (6791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127142.250000 sec): 2 clusters
  Score: Raw -645764.732711 + Penalty 1433.794941 = -644330.937770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127142.460000 sec): 3 clusters
  Score: Raw -642056.350373 + Penalty 2867.589883 = -639188.760490
  nChanged 2839
		SP:Iteration 1F (127142.650000 sec): 3 clusters
  Score: Raw -643542.064531 + Penalty 2867.589883 = -640674.474648
  nChanged 397
		SP:Iteration 2F (127142.860000 sec): 3 clusters
  Score: Raw -643713.713225 + Penalty 2867.589883 = -640846.123343
  nChanged 306
		SP:Iteration 3Q (127143.060000 sec): 3 clusters
  Score: Raw -643825.888333 + Penalty 2867.589883 = -640958.298451
  nChanged 224
		SP:Iteration 4Q (127143.240000 sec): 3 clusters
  Score: Raw -643901.302070 + Penalty 2867.589883 = -641033.712187
  nChanged 180
		SP:Iteration 5Q (127143.440000 sec): 3 clusters
  Score: Raw -643954.279538 + Penalty 2867.589883 = -641086.689655
  nChanged 154
		SP:Iteration 6Q (127143.620000 sec): 3 clusters
  Score: Raw -644003.485410 + Penalty 2867.589883 = -641135.895527
  nChanged 147
		SP:Iteration 7Q (127143.820000 sec): 3 clusters
  Score: Raw -644046.119095 + Penalty 2867.589883 = -641178.529212
  nChanged 131
		SP:Iteration 8Q (127144.000000 sec): 3 clusters
  Score: Raw -644077.038931 + Penalty 2867.589883 = -641209.449048
  nChanged 105
		SP:Iteration 9Q (127144.190000 sec): 3 clusters
  Score: Raw -644103.525318 + Penalty 2867.589883 = -641235.935435
  nChanged 95
		SP:Iteration 10Q (127144.390000 sec): 3 clusters
  Score: Raw -644129.330503 + Penalty 2867.589883 = -641261.740620
  nChanged 101
		SP:Iteration 11Q (127144.580000 sec): 3 clusters
  Score: Raw -644160.859927 + Penalty 2867.589883 = -641293.270045
  nChanged 113
		SP:Iteration 12Q (127144.770000 sec): 3 clusters
  Score: Raw -644194.314762 + Penalty 2867.589883 = -641326.724880
  nChanged 121
		SP:Iteration 13Q (127145.000000 sec): 3 clusters
  Score: Raw -644230.542614 + Penalty 2867.589883 = -641362.952732
  nChanged 127
		SP:Iteration 14Q (127145.190000 sec): 3 clusters
  Score: Raw -644271.182878 + Penalty 2867.589883 = -641403.592995
  nChanged 132
		SP:Iteration 15Q (127145.390000 sec): 3 clusters
  Score: Raw -644321.414701 + Penalty 2867.589883 = -641453.824818
  nChanged 158
		SP:Iteration 16Q (127145.590000 sec): 3 clusters
  Score: Raw -644382.474043 + Penalty 2867.589883 = -641514.884161
  nChanged 182
		SP:Iteration 17Q (127145.870000 sec): 3 clusters
  Score: Raw -644463.735574 + Penalty 2867.589883 = -641596.145691
  nChanged 186
		SP:Iteration 18Q (127146.030000 sec): 3 clusters
  Score: Raw -644552.809322 + Penalty 2867.589883 = -641685.219439
  nChanged 216
		SP:Iteration 19Q (127146.230000 sec): 3 clusters
  Score: Raw -644669.253399 + Penalty 2867.589883 = -641801.663517
  nChanged 242
		SP:Iteration 20F (127146.430000 sec): 3 clusters
  Score: Raw -644816.779421 + Penalty 2867.589883 = -641949.189538
  nChanged 255
		SP:Iteration 21Q (127146.630000 sec): 3 clusters
  Score: Raw -644981.456128 + Penalty 2867.589883 = -642113.866246
  nChanged 256
		SP:Iteration 22Q (127146.830000 sec): 3 clusters
  Score: Raw -645172.617535 + Penalty 2867.589883 = -642305.027652
  nChanged 242
		SP:Iteration 23Q (127147.030000 sec): 3 clusters
  Score: Raw -645372.588404 + Penalty 2867.589883 = -642504.998522
  nChanged 198
		SP:Iteration 24Q (127147.230000 sec): 3 clusters
  Score: Raw -645545.204491 + Penalty 2867.589883 = -642677.614608
  nChanged 144
		SP:Iteration 25Q (127147.390000 sec): 3 clusters
  Score: Raw -645684.820211 + Penalty 2867.589883 = -642817.230328
  nChanged 92
		SP:Iteration 26Q (127147.550000 sec): 3 clusters
  Score: Raw -645770.237096 + Penalty 2867.589883 = -642902.647213
  nChanged 58
		SP:Iteration 27Q (127147.740000 sec): 3 clusters
  Score: Raw -645821.258004 + Penalty 2867.589883 = -642953.668121
  nChanged 33
		SP:Iteration 28Q (127147.950000 sec): 3 clusters
  Score: Raw -645861.156349 + Penalty 2867.589883 = -642993.566467
  nChanged 30
		SP:Iteration 29Q (127148.080000 sec): 3 clusters
  Score: Raw -645897.603921 + Penalty 2867.589883 = -643030.014038
  nChanged 24
		SP:Iteration 30Q (127148.240000 sec): 3 clusters
  Score: Raw -645923.435254 + Penalty 2867.589883 = -643055.845371
  nChanged 12
		SP:Iteration 31Q (127148.430000 sec): 3 clusters
  Score: Raw -645934.300664 + Penalty 2867.589883 = -643066.710782
  nChanged 9
		SP:Iteration 32Q (127148.580000 sec): 3 clusters
  Score: Raw -645944.837908 + Penalty 2867.589883 = -643077.248025
  nChanged 4
		SP:Iteration 33Q (127148.780000 sec): 3 clusters
  Score: Raw -645947.640989 + Penalty 2867.589883 = -643080.051107
  nChanged 6
		SP:Iteration 34Q (127148.970000 sec): 3 clusters
  Score: Raw -645953.364386 + Penalty 2867.589883 = -643085.774504
  nChanged 5
		SP:Iteration 35Q (127149.170000 sec): 3 clusters
  Score: Raw -645958.460014 + Penalty 2867.589883 = -643090.870132
  nChanged 3
		SP:Iteration 36Q (127149.370000 sec): 3 clusters
  Score: Raw -645961.599589 + Penalty 2867.589883 = -643094.009706
  nChanged 3
		SP:Iteration 37Q (127149.570000 sec): 3 clusters
  Score: Raw -645964.717122 + Penalty 2867.589883 = -643097.127239
  nChanged 3
		SP:Iteration 38Q (127149.760000 sec): 3 clusters
  Score: Raw -645967.420853 + Penalty 2867.589883 = -643099.830971
  nChanged 2
		SP:Iteration 39Q (127149.960000 sec): 3 clusters
  Score: Raw -645968.348313 + Penalty 2867.589883 = -643100.758430
  nChanged 1
		SP:Iteration 40F (127150.190000 sec): 3 clusters
  Score: Raw -645969.074373 + Penalty 2867.589883 = -643101.484490
  nChanged 1
		SP:Iteration 41Q (127150.410000 sec): 3 clusters
  Score: Raw -645969.696221 + Penalty 2867.589883 = -643102.106338
  nChanged 0
		SP:Iteration 42F (127150.560000 sec): 3 clusters
  Score: Raw -645969.696221 + Penalty 2867.589883 = -643102.106338
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 8 (13778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127150.750000 sec): 2 clusters
  Score: Raw -1176545.871873 + Penalty 1548.759614 = -1174997.112258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127151.000000 sec): 3 clusters
  Score: Raw -1168585.609368 + Penalty 3097.519229 = -1165488.090140
  nChanged 6080
		SP:Iteration 1F (127151.180000 sec): 3 clusters
  Score: Raw -1172045.327249 + Penalty 3097.519229 = -1168947.808020
  nChanged 977
		SP:Iteration 2F (127151.480000 sec): 3 clusters
  Score: Raw -1172578.460564 + Penalty 3097.519229 = -1169480.941335
  nChanged 922
		SP:Iteration 3F (127151.710000 sec): 3 clusters
  Score: Raw -1173119.644808 + Penalty 3097.519229 = -1170022.125579
  nChanged 851
		SP:Iteration 4F (127151.860000 sec): 3 clusters
  Score: Raw -1173592.384380 + Penalty 3097.519229 = -1170494.865152
  nChanged 778
		SP:Iteration 5F (127152.110000 sec): 3 clusters
  Score: Raw -1174028.740005 + Penalty 3097.519229 = -1170931.220776
  nChanged 685
		SP:Iteration 6Q (127152.330000 sec): 3 clusters
  Score: Raw -1174400.759986 + Penalty 3097.519229 = -1171303.240757
  nChanged 609
		SP:Iteration 7Q (127152.590000 sec): 3 clusters
  Score: Raw -1174689.121732 + Penalty 3097.519229 = -1171591.602503
  nChanged 513
		SP:Iteration 8Q (127152.810000 sec): 3 clusters
  Score: Raw -1174894.348461 + Penalty 3097.519229 = -1171796.829232
  nChanged 419
		SP:Iteration 9Q (127153.040000 sec): 3 clusters
  Score: Raw -1175048.112407 + Penalty 3097.519229 = -1171950.593178
  nChanged 332
		SP:Iteration 10Q (127153.310000 sec): 3 clusters
  Score: Raw -1175155.044962 + Penalty 3097.519229 = -1172057.525734
  nChanged 299
		SP:Iteration 11Q (127153.570000 sec): 3 clusters
  Score: Raw -1175235.768306 + Penalty 3097.519229 = -1172138.249078
  nChanged 245
		SP:Iteration 12Q (127153.790000 sec): 3 clusters
  Score: Raw -1175292.502431 + Penalty 3097.519229 = -1172194.983202
  nChanged 205
		SP:Iteration 13Q (127154.060000 sec): 3 clusters
  Score: Raw -1175340.028708 + Penalty 3097.519229 = -1172242.509479
  nChanged 174
		SP:Iteration 14Q (127154.290000 sec): 3 clusters
  Score: Raw -1175374.094580 + Penalty 3097.519229 = -1172276.575351
  nChanged 131
		SP:Iteration 15Q (127154.500000 sec): 3 clusters
  Score: Raw -1175398.663434 + Penalty 3097.519229 = -1172301.144205
  nChanged 118
		SP:Iteration 16Q (127154.710000 sec): 3 clusters
  Score: Raw -1175419.103879 + Penalty 3097.519229 = -1172321.584650
  nChanged 106
		SP:Iteration 17Q (127154.970000 sec): 3 clusters
  Score: Raw -1175435.956214 + Penalty 3097.519229 = -1172338.436986
  nChanged 96
		SP:Iteration 18Q (127155.220000 sec): 3 clusters
  Score: Raw -1175449.294943 + Penalty 3097.519229 = -1172351.775714
  nChanged 88
		SP:Iteration 19Q (127155.450000 sec): 3 clusters
  Score: Raw -1175462.208163 + Penalty 3097.519229 = -1172364.688934
  nChanged 75
		SP:Iteration 20F (127155.680000 sec): 3 clusters
  Score: Raw -1175472.770227 + Penalty 3097.519229 = -1172375.250998
  nChanged 71
		SP:Iteration 21Q (127155.950000 sec): 3 clusters
  Score: Raw -1175481.228294 + Penalty 3097.519229 = -1172383.709066
  nChanged 52
		SP:Iteration 22Q (127156.170000 sec): 3 clusters
  Score: Raw -1175486.383060 + Penalty 3097.519229 = -1172388.863831
  nChanged 40
		SP:Iteration 23Q (127156.400000 sec): 3 clusters
  Score: Raw -1175490.683708 + Penalty 3097.519229 = -1172393.164479
  nChanged 33
		SP:Iteration 24Q (127156.670000 sec): 3 clusters
  Score: Raw -1175493.068318 + Penalty 3097.519229 = -1172395.549089
  nChanged 13
		SP:Iteration 25Q (127156.930000 sec): 3 clusters
  Score: Raw -1175494.269349 + Penalty 3097.519229 = -1172396.750120
  nChanged 15
		SP:Iteration 26Q (127157.140000 sec): 3 clusters
  Score: Raw -1175495.765676 + Penalty 3097.519229 = -1172398.246447
  nChanged 15
		SP:Iteration 27Q (127157.350000 sec): 3 clusters
  Score: Raw -1175496.736828 + Penalty 3097.519229 = -1172399.217600
  nChanged 7
		SP:Iteration 28Q (127157.610000 sec): 3 clusters
  Score: Raw -1175497.214990 + Penalty 3097.519229 = -1172399.695761
  nChanged 8
		SP:Iteration 29Q (127157.820000 sec): 3 clusters
  Score: Raw -1175497.661176 + Penalty 3097.519229 = -1172400.141947
  nChanged 7
		SP:Iteration 30Q (127158.070000 sec): 3 clusters
  Score: Raw -1175498.206663 + Penalty 3097.519229 = -1172400.687434
  nChanged 7
		SP:Iteration 31Q (127158.280000 sec): 3 clusters
  Score: Raw -1175498.704616 + Penalty 3097.519229 = -1172401.185387
  nChanged 8
		SP:Iteration 32Q (127158.530000 sec): 3 clusters
  Score: Raw -1175499.164722 + Penalty 3097.519229 = -1172401.645493
  nChanged 3
		SP:Iteration 33Q (127158.750000 sec): 3 clusters
  Score: Raw -1175499.286474 + Penalty 3097.519229 = -1172401.767245
  nChanged 0
		SP:Iteration 34F (127159.000000 sec): 3 clusters
  Score: Raw -1175499.286474 + Penalty 3097.519229 = -1172401.767245
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 9 (23450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127159.260000 sec): 2 clusters
  Score: Raw -2051198.829652 + Penalty 1635.176688 = -2049563.652963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127159.560000 sec): 3 clusters
  Score: Raw -2036995.660774 + Penalty 3270.353377 = -2033725.307398
  nChanged 10655
		SP:Iteration 1F (127159.850000 sec): 3 clusters
  Score: Raw -2042978.417968 + Penalty 3270.353377 = -2039708.064592
  nChanged 1379
		SP:Iteration 2F (127160.150000 sec): 3 clusters
  Score: Raw -2043636.511131 + Penalty 3270.353377 = -2040366.157754
  nChanged 1531
		SP:Iteration 3F (127160.450000 sec): 3 clusters
  Score: Raw -2044561.855002 + Penalty 3270.353377 = -2041291.501625
  nChanged 1719
		SP:Iteration 4F (127160.750000 sec): 3 clusters
  Score: Raw -2045783.299861 + Penalty 3270.353377 = -2042512.946484
  nChanged 1758
		SP:Iteration 5F (127161.040000 sec): 3 clusters
  Score: Raw -2047159.635292 + Penalty 3270.353377 = -2043889.281915
  nChanged 1545
		SP:Iteration 6F (127161.340000 sec): 3 clusters
  Score: Raw -2048483.563419 + Penalty 3270.353377 = -2045213.210042
  nChanged 1163
		SP:Iteration 7Q (127161.630000 sec): 3 clusters
  Score: Raw -2049698.882956 + Penalty 3270.353377 = -2046428.529580
  nChanged 947
		SP:Iteration 8Q (127161.930000 sec): 3 clusters
  Score: Raw -2050789.290004 + Penalty 3270.353377 = -2047518.936627
  nChanged 717
		SP:Iteration 9Q (127162.230000 sec): 3 clusters
  Score: Raw -2051336.188200 + Penalty 3270.353377 = -2048065.834824
  nChanged 410
		SP:Iteration 10Q (127162.520000 sec): 3 clusters
  Score: Raw -2051524.857926 + Penalty 3270.353377 = -2048254.504549
  nChanged 219
		SP:Iteration 11Q (127162.820000 sec): 3 clusters
  Score: Raw -2051598.065230 + Penalty 3270.353377 = -2048327.711853
  nChanged 142
		SP:Iteration 12Q (127163.120000 sec): 3 clusters
  Score: Raw -2051644.599110 + Penalty 3270.353377 = -2048374.245734
  nChanged 125
		SP:Iteration 13Q (127163.380000 sec): 3 clusters
  Score: Raw -2051677.033716 + Penalty 3270.353377 = -2048406.680340
  nChanged 91
		SP:Iteration 14Q (127163.650000 sec): 3 clusters
  Score: Raw -2051693.830154 + Penalty 3270.353377 = -2048423.476778
  nChanged 62
		SP:Iteration 15Q (127163.980000 sec): 3 clusters
  Score: Raw -2051705.064251 + Penalty 3270.353377 = -2048434.710875
  nChanged 62
		SP:Iteration 16Q (127164.260000 sec): 3 clusters
  Score: Raw -2051716.288055 + Penalty 3270.353377 = -2048445.934679
  nChanged 45
		SP:Iteration 17Q (127164.560000 sec): 3 clusters
  Score: Raw -2051726.480305 + Penalty 3270.353377 = -2048456.126928
  nChanged 56
		SP:Iteration 18Q (127164.870000 sec): 3 clusters
  Score: Raw -2051738.849252 + Penalty 3270.353377 = -2048468.495875
  nChanged 66
		SP:Iteration 19Q (127165.190000 sec): 3 clusters
  Score: Raw -2051752.627292 + Penalty 3270.353377 = -2048482.273915
  nChanged 51
		SP:Iteration 20F (127165.520000 sec): 3 clusters
  Score: Raw -2051761.475516 + Penalty 3270.353377 = -2048491.122140
  nChanged 45
		SP:Iteration 21Q (127165.880000 sec): 3 clusters
  Score: Raw -2051770.609377 + Penalty 3270.353377 = -2048500.256001
  nChanged 38
		SP:Iteration 22Q (127166.130000 sec): 3 clusters
  Score: Raw -2051777.353296 + Penalty 3270.353377 = -2048506.999920
  nChanged 42
		SP:Iteration 23Q (127166.450000 sec): 3 clusters
  Score: Raw -2051784.420910 + Penalty 3270.353377 = -2048514.067534
  nChanged 27
		SP:Iteration 24Q (127166.750000 sec): 3 clusters
  Score: Raw -2051788.359027 + Penalty 3270.353377 = -2048518.005651
  nChanged 25
		SP:Iteration 25Q (127167.030000 sec): 3 clusters
  Score: Raw -2051790.828445 + Penalty 3270.353377 = -2048520.475069
  nChanged 24
		SP:Iteration 26Q (127167.320000 sec): 3 clusters
  Score: Raw -2051793.977070 + Penalty 3270.353377 = -2048523.623693
  nChanged 26
		SP:Iteration 27Q (127167.640000 sec): 3 clusters
  Score: Raw -2051797.773377 + Penalty 3270.353377 = -2048527.420001
  nChanged 23
		SP:Iteration 28Q (127167.970000 sec): 3 clusters
  Score: Raw -2051801.380127 + Penalty 3270.353377 = -2048531.026751
  nChanged 22
		SP:Iteration 29Q (127168.270000 sec): 3 clusters
  Score: Raw -2051804.178373 + Penalty 3270.353377 = -2048533.824996
  nChanged 14
		SP:Iteration 30Q (127168.600000 sec): 3 clusters
  Score: Raw -2051805.591434 + Penalty 3270.353377 = -2048535.238058
  nChanged 10
		SP:Iteration 31Q (127168.880000 sec): 3 clusters
  Score: Raw -2051806.501073 + Penalty 3270.353377 = -2048536.147697
  nChanged 11
		SP:Iteration 32Q (127169.210000 sec): 3 clusters
  Score: Raw -2051807.485012 + Penalty 3270.353377 = -2048537.131636
  nChanged 10
		SP:Iteration 33Q (127169.490000 sec): 3 clusters
  Score: Raw -2051808.743917 + Penalty 3270.353377 = -2048538.390540
  nChanged 14
		SP:Iteration 34Q (127169.770000 sec): 3 clusters
  Score: Raw -2051810.550806 + Penalty 3270.353377 = -2048540.197430
  nChanged 16
		SP:Iteration 35Q (127170.090000 sec): 3 clusters
  Score: Raw -2051812.484382 + Penalty 3270.353377 = -2048542.131005
  nChanged 19
		SP:Iteration 36Q (127170.450000 sec): 3 clusters
  Score: Raw -2051814.754168 + Penalty 3270.353377 = -2048544.400792
  nChanged 18
		SP:Iteration 37Q (127170.750000 sec): 3 clusters
  Score: Raw -2051817.086987 + Penalty 3270.353377 = -2048546.733610
  nChanged 16
		SP:Iteration 38Q (127171.030000 sec): 3 clusters
  Score: Raw -2051818.757186 + Penalty 3270.353377 = -2048548.403810
  nChanged 12
		SP:Iteration 39Q (127171.340000 sec): 3 clusters
  Score: Raw -2051820.267684 + Penalty 3270.353377 = -2048549.914307
  nChanged 15
		SP:Iteration 40F (127171.660000 sec): 3 clusters
  Score: Raw -2051822.049471 + Penalty 3270.353377 = -2048551.696095
  nChanged 9
		SP:Iteration 41Q (127171.950000 sec): 3 clusters
  Score: Raw -2051822.750179 + Penalty 3270.353377 = -2048552.396803
  nChanged 5
		SP:Iteration 42Q (127172.280000 sec): 3 clusters
  Score: Raw -2051823.399819 + Penalty 3270.353377 = -2048553.046442
  nChanged 5
		SP:Iteration 43Q (127172.550000 sec): 3 clusters
  Score: Raw -2051823.827467 + Penalty 3270.353377 = -2048553.474091
  nChanged 7
		SP:Iteration 44Q (127172.870000 sec): 3 clusters
  Score: Raw -2051824.693484 + Penalty 3270.353377 = -2048554.340107
  nChanged 6
		SP:Iteration 45Q (127173.160000 sec): 3 clusters
  Score: Raw -2051825.133988 + Penalty 3270.353377 = -2048554.780612
  nChanged 5
		SP:Iteration 46Q (127173.470000 sec): 3 clusters
  Score: Raw -2051825.618183 + Penalty 3270.353377 = -2048555.264807
  nChanged 4
		SP:Iteration 47Q (127173.770000 sec): 3 clusters
  Score: Raw -2051825.912235 + Penalty 3270.353377 = -2048555.558859
  nChanged 2
		SP:Iteration 48Q (127174.050000 sec): 3 clusters
  Score: Raw -2051825.965986 + Penalty 3270.353377 = -2048555.612610
  nChanged 1
		SP:Iteration 49Q (127174.380000 sec): 3 clusters
  Score: Raw -2051826.015589 + Penalty 3270.353377 = -2048555.662213
  nChanged 1
		SP:Iteration 50Q (127174.650000 sec): 3 clusters
  Score: Raw -2051826.057992 + Penalty 3270.353377 = -2048555.704616
  nChanged 1
		SP:Iteration 51Q (127174.970000 sec): 3 clusters
  Score: Raw -2051826.136958 + Penalty 3270.353377 = -2048555.783582
  nChanged 0
		SP:Iteration 52F (127175.260000 sec): 3 clusters
  Score: Raw -2051826.136958 + Penalty 3270.353377 = -2048555.783582
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 10 (16464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127175.430000 sec): 2 clusters
  Score: Raw -1428630.968478 + Penalty 1577.701362 = -1427053.267116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127175.720000 sec): 3 clusters
  Score: Raw -1418894.792471 + Penalty 3155.402724 = -1415739.389747
  nChanged 7338
		SP:Iteration 1F (127175.970000 sec): 3 clusters
  Score: Raw -1422939.666090 + Penalty 3155.402724 = -1419784.263366
  nChanged 883
		SP:Iteration 2F (127176.240000 sec): 3 clusters
  Score: Raw -1423309.950092 + Penalty 3155.402724 = -1420154.547369
  nChanged 892
		SP:Iteration 3F (127176.450000 sec): 3 clusters
  Score: Raw -1423703.909954 + Penalty 3155.402724 = -1420548.507230
  nChanged 933
		SP:Iteration 4F (127176.740000 sec): 3 clusters
  Score: Raw -1424209.323228 + Penalty 3155.402724 = -1421053.920504
  nChanged 1011
		SP:Iteration 5F (127177.000000 sec): 3 clusters
  Score: Raw -1424831.200280 + Penalty 3155.402724 = -1421675.797556
  nChanged 1042
		SP:Iteration 6F (127177.240000 sec): 3 clusters
  Score: Raw -1425572.037448 + Penalty 3155.402724 = -1422416.634724
  nChanged 958
		SP:Iteration 7F (127177.520000 sec): 3 clusters
  Score: Raw -1426232.049367 + Penalty 3155.402724 = -1423076.646643
  nChanged 840
		SP:Iteration 8F (127177.770000 sec): 3 clusters
  Score: Raw -1426784.360023 + Penalty 3155.402724 = -1423628.957300
  nChanged 656
		SP:Iteration 9Q (127178.060000 sec): 3 clusters
  Score: Raw -1427226.162233 + Penalty 3155.402724 = -1424070.759509
  nChanged 544
		SP:Iteration 10Q (127178.420000 sec): 3 clusters
  Score: Raw -1427602.962828 + Penalty 3155.402724 = -1424447.560104
  nChanged 467
		SP:Iteration 11Q (127178.680000 sec): 3 clusters
  Score: Raw -1427943.847351 + Penalty 3155.402724 = -1424788.444627
  nChanged 337
		SP:Iteration 12Q (127178.970000 sec): 3 clusters
  Score: Raw -1428195.385115 + Penalty 3155.402724 = -1425039.982391
  nChanged 249
		SP:Iteration 13Q (127179.240000 sec): 3 clusters
  Score: Raw -1428393.969470 + Penalty 3155.402724 = -1425238.566746
  nChanged 175
		SP:Iteration 14Q (127179.540000 sec): 3 clusters
  Score: Raw -1428550.848467 + Penalty 3155.402724 = -1425395.445744
  nChanged 117
		SP:Iteration 15Q (127179.760000 sec): 3 clusters
  Score: Raw -1428660.236669 + Penalty 3155.402724 = -1425504.833945
  nChanged 61
		SP:Iteration 16Q (127180.040000 sec): 3 clusters
  Score: Raw -1428714.447633 + Penalty 3155.402724 = -1425559.044910
  nChanged 35
		SP:Iteration 17Q (127180.330000 sec): 3 clusters
  Score: Raw -1428743.644759 + Penalty 3155.402724 = -1425588.242035
  nChanged 31
		SP:Iteration 18Q (127180.590000 sec): 3 clusters
  Score: Raw -1428778.042255 + Penalty 3155.402724 = -1425622.639531
  nChanged 26
		SP:Iteration 19Q (127180.830000 sec): 3 clusters
  Score: Raw -1428809.832344 + Penalty 3155.402724 = -1425654.429620
  nChanged 17
		SP:Iteration 20F (127181.110000 sec): 3 clusters
  Score: Raw -1428831.734962 + Penalty 3155.402724 = -1425676.332238
  nChanged 14
		SP:Iteration 21Q (127181.360000 sec): 3 clusters
  Score: Raw -1428846.329593 + Penalty 3155.402724 = -1425690.926869
  nChanged 11
		SP:Iteration 22Q (127181.610000 sec): 3 clusters
  Score: Raw -1428857.635353 + Penalty 3155.402724 = -1425702.232630
  nChanged 8
		SP:Iteration 23Q (127181.900000 sec): 3 clusters
  Score: Raw -1428865.354761 + Penalty 3155.402724 = -1425709.952037
  nChanged 7
		SP:Iteration 24Q (127182.140000 sec): 3 clusters
  Score: Raw -1428872.399700 + Penalty 3155.402724 = -1425716.996976
  nChanged 5
		SP:Iteration 25Q (127182.370000 sec): 3 clusters
  Score: Raw -1428878.644054 + Penalty 3155.402724 = -1425723.241330
  nChanged 7
		SP:Iteration 26Q (127182.620000 sec): 3 clusters
  Score: Raw -1428885.275351 + Penalty 3155.402724 = -1425729.872627
  nChanged 3
		SP:Iteration 27Q (127182.880000 sec): 3 clusters
  Score: Raw -1428888.949513 + Penalty 3155.402724 = -1425733.546789
  nChanged 2
		SP:Iteration 28Q (127183.160000 sec): 3 clusters
  Score: Raw -1428892.486719 + Penalty 3155.402724 = -1425737.083995
  nChanged 6
		SP:Iteration 29Q (127183.440000 sec): 3 clusters
  Score: Raw -1428897.495851 + Penalty 3155.402724 = -1425742.093127
  nChanged 6
		SP:Iteration 30Q (127183.730000 sec): 3 clusters
  Score: Raw -1428904.163414 + Penalty 3155.402724 = -1425748.760690
  nChanged 4
		SP:Iteration 31Q (127183.980000 sec): 3 clusters
  Score: Raw -1428907.757652 + Penalty 3155.402724 = -1425752.354928
  nChanged 0
		SP:Iteration 32F (127184.240000 sec): 3 clusters
  Score: Raw -1428907.757652 + Penalty 3155.402724 = -1425752.354928
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 11 (82074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127184.740000 sec): 2 clusters
  Score: Raw -7316025.201591 + Penalty 1838.748691 = -7314186.452900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127185.430000 sec): 3 clusters
  Score: Raw -7263120.706122 + Penalty 3677.497381 = -7259443.208741
  nChanged 39059
		SP:Iteration 1F (127186.100000 sec): 3 clusters
  Score: Raw -7286678.230645 + Penalty 3677.497381 = -7283000.733263
  nChanged 4397
		SP:Iteration 2F (127186.770000 sec): 3 clusters
  Score: Raw -7288925.658569 + Penalty 3677.497381 = -7285248.161187
  nChanged 5490
		SP:Iteration 3F (127187.460000 sec): 3 clusters
  Score: Raw -7292451.388379 + Penalty 3677.497381 = -7288773.890998
  nChanged 6332
		SP:Iteration 4F (127188.160000 sec): 3 clusters
  Score: Raw -7296934.997338 + Penalty 3677.497381 = -7293257.499957
  nChanged 6213
		SP:Iteration 5F (127188.780000 sec): 3 clusters
  Score: Raw -7300972.227843 + Penalty 3677.497381 = -7297294.730462
  nChanged 5117
		SP:Iteration 6F (127189.480000 sec): 3 clusters
  Score: Raw -7303667.673605 + Penalty 3677.497381 = -7299990.176223
  nChanged 3820
		SP:Iteration 7Q (127190.250000 sec): 3 clusters
  Score: Raw -7305113.690598 + Penalty 3677.497381 = -7301436.193216
  nChanged 2670
		SP:Iteration 8Q (127191.010000 sec): 3 clusters
  Score: Raw -7305922.144352 + Penalty 3677.497381 = -7302244.646971
  nChanged 2006
		SP:Iteration 9Q (127191.740000 sec): 3 clusters
  Score: Raw -7306436.097618 + Penalty 3677.497381 = -7302758.600236
  nChanged 1573
		SP:Iteration 10Q (127192.480000 sec): 3 clusters
  Score: Raw -7306807.817747 + Penalty 3677.497381 = -7303130.320366
  nChanged 1429
		SP:Iteration 11Q (127193.220000 sec): 3 clusters
  Score: Raw -7307136.257480 + Penalty 3677.497381 = -7303458.760099
  nChanged 1510
		SP:Iteration 12Q (127193.920000 sec): 3 clusters
  Score: Raw -7307489.733395 + Penalty 3677.497381 = -7303812.236014
  nChanged 1672
		SP:Iteration 13Q (127194.680000 sec): 3 clusters
  Score: Raw -7307892.074501 + Penalty 3677.497381 = -7304214.577119
  nChanged 1812
		SP:Iteration 14Q (127195.440000 sec): 3 clusters
  Score: Raw -7308341.082949 + Penalty 3677.497381 = -7304663.585568
  nChanged 1922
		SP:Iteration 15Q (127196.110000 sec): 3 clusters
  Score: Raw -7308848.347251 + Penalty 3677.497381 = -7305170.849870
  nChanged 2114
		SP:Iteration 16Q (127196.840000 sec): 3 clusters
  Score: Raw -7309448.634857 + Penalty 3677.497381 = -7305771.137475
  nChanged 2225
		SP:Iteration 17Q (127197.560000 sec): 3 clusters
  Score: Raw -7310112.160688 + Penalty 3677.497381 = -7306434.663306
  nChanged 2301
		SP:Iteration 18Q (127198.320000 sec): 3 clusters
  Score: Raw -7310844.868153 + Penalty 3677.497381 = -7307167.370772
  nChanged 2336
		SP:Iteration 19Q (127199.080000 sec): 3 clusters
  Score: Raw -7311603.190157 + Penalty 3677.497381 = -7307925.692776
  nChanged 2436
		SP:Iteration 20F (127199.680000 sec): 3 clusters
  Score: Raw -7312412.488784 + Penalty 3677.497381 = -7308734.991403
  nChanged 2345
		SP:Iteration 21Q (127200.410000 sec): 3 clusters
  Score: Raw -7313186.405310 + Penalty 3677.497381 = -7309508.907929
  nChanged 2166
		SP:Iteration 22Q (127201.200000 sec): 3 clusters
  Score: Raw -7313865.110603 + Penalty 3677.497381 = -7310187.613221
  nChanged 1960
		SP:Iteration 23Q (127201.900000 sec): 3 clusters
  Score: Raw -7314462.716522 + Penalty 3677.497381 = -7310785.219140
  nChanged 1823
		SP:Iteration 24Q (127202.610000 sec): 3 clusters
  Score: Raw -7314988.298458 + Penalty 3677.497381 = -7311310.801077
  nChanged 1596
		SP:Iteration 25Q (127203.310000 sec): 3 clusters
  Score: Raw -7315429.017179 + Penalty 3677.497381 = -7311751.519797
  nChanged 1456
		SP:Iteration 26Q (127204.020000 sec): 3 clusters
  Score: Raw -7315802.678909 + Penalty 3677.497381 = -7312125.181527
  nChanged 1308
		SP:Iteration 27Q (127204.740000 sec): 3 clusters
  Score: Raw -7316139.436387 + Penalty 3677.497381 = -7312461.939005
  nChanged 1184
		SP:Iteration 28Q (127205.440000 sec): 3 clusters
  Score: Raw -7316432.396427 + Penalty 3677.497381 = -7312754.899046
  nChanged 1016
		SP:Iteration 29Q (127206.150000 sec): 3 clusters
  Score: Raw -7316670.462909 + Penalty 3677.497381 = -7312992.965527
  nChanged 884
		SP:Iteration 30Q (127206.900000 sec): 3 clusters
  Score: Raw -7316868.632128 + Penalty 3677.497381 = -7313191.134746
  nChanged 740
		SP:Iteration 31Q (127207.650000 sec): 3 clusters
  Score: Raw -7317010.687699 + Penalty 3677.497381 = -7313333.190318
  nChanged 604
		SP:Iteration 32Q (127208.410000 sec): 3 clusters
  Score: Raw -7317110.143366 + Penalty 3677.497381 = -7313432.645984
  nChanged 465
		SP:Iteration 33Q (127209.160000 sec): 3 clusters
  Score: Raw -7317184.642085 + Penalty 3677.497381 = -7313507.144704
  nChanged 416
		SP:Iteration 34Q (127209.910000 sec): 3 clusters
  Score: Raw -7317247.499759 + Penalty 3677.497381 = -7313570.002378
  nChanged 371
		SP:Iteration 35Q (127210.630000 sec): 3 clusters
  Score: Raw -7317301.016199 + Penalty 3677.497381 = -7313623.518817
  nChanged 299
		SP:Iteration 36Q (127211.330000 sec): 3 clusters
  Score: Raw -7317342.271576 + Penalty 3677.497381 = -7313664.774195
  nChanged 284
		SP:Iteration 37Q (127212.050000 sec): 3 clusters
  Score: Raw -7317383.558823 + Penalty 3677.497381 = -7313706.061441
  nChanged 257
		SP:Iteration 38Q (127212.800000 sec): 3 clusters
  Score: Raw -7317420.081062 + Penalty 3677.497381 = -7313742.583680
  nChanged 228
		SP:Iteration 39Q (127213.550000 sec): 3 clusters
  Score: Raw -7317449.360839 + Penalty 3677.497381 = -7313771.863457
  nChanged 181
		SP:Iteration 40F (127214.250000 sec): 3 clusters
  Score: Raw -7317471.937991 + Penalty 3677.497381 = -7313794.440609
  nChanged 159
		SP:Iteration 41Q (127214.950000 sec): 3 clusters
  Score: Raw -7317490.099444 + Penalty 3677.497381 = -7313812.602063
  nChanged 135
		SP:Iteration 42Q (127215.650000 sec): 3 clusters
  Score: Raw -7317503.814018 + Penalty 3677.497381 = -7313826.316637
  nChanged 112
		SP:Iteration 43Q (127216.370000 sec): 3 clusters
  Score: Raw -7317515.192635 + Penalty 3677.497381 = -7313837.695253
  nChanged 121
		SP:Iteration 44Q (127217.040000 sec): 3 clusters
  Score: Raw -7317526.815256 + Penalty 3677.497381 = -7313849.317874
  nChanged 105
		SP:Iteration 45Q (127217.760000 sec): 3 clusters
  Score: Raw -7317536.014138 + Penalty 3677.497381 = -7313858.516756
  nChanged 91
		SP:Iteration 46Q (127218.500000 sec): 3 clusters
  Score: Raw -7317543.246546 + Penalty 3677.497381 = -7313865.749164
  nChanged 69
		SP:Iteration 47Q (127219.200000 sec): 3 clusters
  Score: Raw -7317548.887753 + Penalty 3677.497381 = -7313871.390371
  nChanged 57
		SP:Iteration 48Q (127219.940000 sec): 3 clusters
  Score: Raw -7317553.423541 + Penalty 3677.497381 = -7313875.926159
  nChanged 45
		SP:Iteration 49Q (127220.650000 sec): 3 clusters
  Score: Raw -7317557.001366 + Penalty 3677.497381 = -7313879.503984
  nChanged 45
		SP:Iteration 50Q (127221.350000 sec): 3 clusters
  Score: Raw -7317560.131486 + Penalty 3677.497381 = -7313882.634105
  nChanged 46
		SP:Iteration 51Q (127222.090000 sec): 3 clusters
  Score: Raw -7317563.388548 + Penalty 3677.497381 = -7313885.891166
  nChanged 42
		SP:Iteration 52Q (127222.800000 sec): 3 clusters
  Score: Raw -7317566.318804 + Penalty 3677.497381 = -7313888.821422
  nChanged 36
		SP:Iteration 53Q (127223.540000 sec): 3 clusters
  Score: Raw -7317568.739955 + Penalty 3677.497381 = -7313891.242574
  nChanged 29
		SP:Iteration 54Q (127224.230000 sec): 3 clusters
  Score: Raw -7317570.525063 + Penalty 3677.497381 = -7313893.027681
  nChanged 28
		SP:Iteration 55Q (127224.910000 sec): 3 clusters
  Score: Raw -7317572.052045 + Penalty 3677.497381 = -7313894.554664
  nChanged 30
		SP:Iteration 56Q (127225.610000 sec): 3 clusters
  Score: Raw -7317573.752933 + Penalty 3677.497381 = -7313896.255552
  nChanged 28
		SP:Iteration 57Q (127226.330000 sec): 3 clusters
  Score: Raw -7317575.391959 + Penalty 3677.497381 = -7313897.894578
  nChanged 34
		SP:Iteration 58Q (127227.020000 sec): 3 clusters
  Score: Raw -7317577.706769 + Penalty 3677.497381 = -7313900.209387
  nChanged 36
		SP:Iteration 59Q (127227.730000 sec): 3 clusters
  Score: Raw -7317580.508923 + Penalty 3677.497381 = -7313903.011542
  nChanged 32
		SP:Iteration 60F (127228.400000 sec): 3 clusters
  Score: Raw -7317582.581696 + Penalty 3677.497381 = -7313905.084314
  nChanged 17
		SP:Iteration 61Q (127229.120000 sec): 3 clusters
  Score: Raw -7317583.824605 + Penalty 3677.497381 = -7313906.327224
  nChanged 20
		SP:Iteration 62Q (127229.840000 sec): 3 clusters
  Score: Raw -7317584.943660 + Penalty 3677.497381 = -7313907.446278
  nChanged 20
		SP:Iteration 63Q (127230.530000 sec): 3 clusters
  Score: Raw -7317586.130838 + Penalty 3677.497381 = -7313908.633456
  nChanged 17
		SP:Iteration 64Q (127231.220000 sec): 3 clusters
  Score: Raw -7317587.180398 + Penalty 3677.497381 = -7313909.683016
  nChanged 19
		SP:Iteration 65Q (127231.910000 sec): 3 clusters
  Score: Raw -7317588.736045 + Penalty 3677.497381 = -7313911.238663
  nChanged 25
		SP:Iteration 66Q (127232.620000 sec): 3 clusters
  Score: Raw -7317590.320095 + Penalty 3677.497381 = -7313912.822714
  nChanged 21
		SP:Iteration 67Q (127233.350000 sec): 3 clusters
  Score: Raw -7317591.492797 + Penalty 3677.497381 = -7313913.995415
  nChanged 13
		SP:Iteration 68Q (127234.080000 sec): 3 clusters
  Score: Raw -7317592.284556 + Penalty 3677.497381 = -7313914.787174
  nChanged 12
		SP:Iteration 69Q (127234.820000 sec): 3 clusters
  Score: Raw -7317592.931397 + Penalty 3677.497381 = -7313915.434015
  nChanged 16
		SP:Iteration 70Q (127235.530000 sec): 3 clusters
  Score: Raw -7317593.969781 + Penalty 3677.497381 = -7313916.472399
  nChanged 16
		SP:Iteration 71Q (127236.200000 sec): 3 clusters
  Score: Raw -7317595.026692 + Penalty 3677.497381 = -7313917.529310
  nChanged 18
		SP:Iteration 72Q (127236.870000 sec): 3 clusters
  Score: Raw -7317596.618409 + Penalty 3677.497381 = -7313919.121028
  nChanged 15
		SP:Iteration 73Q (127237.550000 sec): 3 clusters
  Score: Raw -7317597.681630 + Penalty 3677.497381 = -7313920.184248
  nChanged 21
		SP:Iteration 74Q (127238.200000 sec): 3 clusters
  Score: Raw -7317598.968248 + Penalty 3677.497381 = -7313921.470866
  nChanged 16
		SP:Iteration 75Q (127238.850000 sec): 3 clusters
  Score: Raw -7317600.109714 + Penalty 3677.497381 = -7313922.612332
  nChanged 14
		SP:Iteration 76Q (127239.530000 sec): 3 clusters
  Score: Raw -7317601.089757 + Penalty 3677.497381 = -7313923.592376
  nChanged 12
		SP:Iteration 77Q (127240.250000 sec): 3 clusters
  Score: Raw -7317601.933175 + Penalty 3677.497381 = -7313924.435794
  nChanged 17
		SP:Iteration 78Q (127240.950000 sec): 3 clusters
  Score: Raw -7317602.975740 + Penalty 3677.497381 = -7313925.478358
  nChanged 12
		SP:Iteration 79Q (127241.690000 sec): 3 clusters
  Score: Raw -7317603.615936 + Penalty 3677.497381 = -7313926.118555
  nChanged 11
		SP:Iteration 80F (127242.390000 sec): 3 clusters
  Score: Raw -7317604.232762 + Penalty 3677.497381 = -7313926.735380
  nChanged 10
		SP:Iteration 81Q (127243.080000 sec): 3 clusters
  Score: Raw -7317604.888398 + Penalty 3677.497381 = -7313927.391016
  nChanged 7
		SP:Iteration 82Q (127243.760000 sec): 3 clusters
  Score: Raw -7317605.225779 + Penalty 3677.497381 = -7313927.728397
  nChanged 4
		SP:Iteration 83Q (127244.470000 sec): 3 clusters
  Score: Raw -7317605.417794 + Penalty 3677.497381 = -7313927.920412
  nChanged 6
		SP:Iteration 84Q (127245.130000 sec): 3 clusters
  Score: Raw -7317605.682263 + Penalty 3677.497381 = -7313928.184881
  nChanged 7
		SP:Iteration 85Q (127245.820000 sec): 3 clusters
  Score: Raw -7317606.078378 + Penalty 3677.497381 = -7313928.580996
  nChanged 6
		SP:Iteration 86Q (127246.550000 sec): 3 clusters
  Score: Raw -7317606.460838 + Penalty 3677.497381 = -7313928.963456
  nChanged 8
		SP:Iteration 87Q (127247.270000 sec): 3 clusters
  Score: Raw -7317606.855577 + Penalty 3677.497381 = -7313929.358196
  nChanged 11
		SP:Iteration 88Q (127247.990000 sec): 3 clusters
  Score: Raw -7317607.539430 + Penalty 3677.497381 = -7313930.042048
  nChanged 11
		SP:Iteration 89Q (127248.700000 sec): 3 clusters
  Score: Raw -7317608.294970 + Penalty 3677.497381 = -7313930.797589
  nChanged 6
		SP:Iteration 90Q (127249.370000 sec): 3 clusters
  Score: Raw -7317608.589746 + Penalty 3677.497381 = -7313931.092364
  nChanged 4
		SP:Iteration 91Q (127250.040000 sec): 3 clusters
  Score: Raw -7317608.758067 + Penalty 3677.497381 = -7313931.260686
  nChanged 4
		SP:Iteration 92Q (127250.750000 sec): 3 clusters
  Score: Raw -7317608.915272 + Penalty 3677.497381 = -7313931.417891
  nChanged 0
		SP:Iteration 93F (127251.470000 sec): 3 clusters
  Score: Raw -7317608.915272 + Penalty 3677.497381 = -7313931.417891
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 12 (2559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127251.540000 sec): 2 clusters
  Score: Raw -217053.325638 + Penalty 1275.197923 = -215778.127715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127251.710000 sec): 3 clusters
  Score: Raw -215851.519126 + Penalty 2550.395847 = -213301.123279
  nChanged 962
		SP:Iteration 1F (127251.890000 sec): 3 clusters
  Score: Raw -216412.827001 + Penalty 2550.395847 = -213862.431154
  nChanged 186
		SP:Iteration 2F (127252.060000 sec): 3 clusters
  Score: Raw -216540.507231 + Penalty 2550.395847 = -213990.111384
  nChanged 127
		SP:Iteration 3Q (127252.240000 sec): 3 clusters
  Score: Raw -216624.096211 + Penalty 2550.395847 = -214073.700364
  nChanged 112
		SP:Iteration 4Q (127252.410000 sec): 3 clusters
  Score: Raw -216697.303593 + Penalty 2550.395847 = -214146.907746
  nChanged 105
		SP:Iteration 5Q (127252.580000 sec): 3 clusters
  Score: Raw -216763.872657 + Penalty 2550.395847 = -214213.476810
  nChanged 74
		SP:Iteration 6Q (127252.760000 sec): 3 clusters
  Score: Raw -216807.319130 + Penalty 2550.395847 = -214256.923283
  nChanged 59
		SP:Iteration 7Q (127252.930000 sec): 3 clusters
  Score: Raw -216839.373602 + Penalty 2550.395847 = -214288.977755
  nChanged 47
		SP:Iteration 8Q (127253.110000 sec): 3 clusters
  Score: Raw -216876.859685 + Penalty 2550.395847 = -214326.463839
  nChanged 56
		SP:Iteration 9Q (127253.280000 sec): 3 clusters
  Score: Raw -216917.644768 + Penalty 2550.395847 = -214367.248921
  nChanged 50
		SP:Iteration 10Q (127253.460000 sec): 3 clusters
  Score: Raw -216948.553086 + Penalty 2550.395847 = -214398.157239
  nChanged 38
		SP:Iteration 11Q (127253.640000 sec): 3 clusters
  Score: Raw -216972.021620 + Penalty 2550.395847 = -214421.625773
  nChanged 42
		SP:Iteration 12Q (127253.810000 sec): 3 clusters
  Score: Raw -216994.254477 + Penalty 2550.395847 = -214443.858630
  nChanged 30
		SP:Iteration 13Q (127253.990000 sec): 3 clusters
  Score: Raw -217010.682951 + Penalty 2550.395847 = -214460.287104
  nChanged 19
		SP:Iteration 14Q (127254.160000 sec): 3 clusters
  Score: Raw -217017.926063 + Penalty 2550.395847 = -214467.530217
  nChanged 17
		SP:Iteration 15Q (127254.340000 sec): 3 clusters
  Score: Raw -217024.443609 + Penalty 2550.395847 = -214474.047763
  nChanged 15
		SP:Iteration 16Q (127254.520000 sec): 3 clusters
  Score: Raw -217031.355259 + Penalty 2550.395847 = -214480.959412
  nChanged 11
		SP:Iteration 17Q (127254.690000 sec): 3 clusters
  Score: Raw -217037.041270 + Penalty 2550.395847 = -214486.645423
  nChanged 13
		SP:Iteration 18Q (127254.870000 sec): 3 clusters
  Score: Raw -217042.993250 + Penalty 2550.395847 = -214492.597403
  nChanged 13
		SP:Iteration 19Q (127255.040000 sec): 3 clusters
  Score: Raw -217048.389397 + Penalty 2550.395847 = -214497.993550
  nChanged 13
		SP:Iteration 20F (127255.220000 sec): 3 clusters
  Score: Raw -217054.299945 + Penalty 2550.395847 = -214503.904098
  nChanged 9
		SP:Iteration 21Q (127255.400000 sec): 3 clusters
  Score: Raw -217059.073622 + Penalty 2550.395847 = -214508.677776
  nChanged 11
		SP:Iteration 22Q (127255.570000 sec): 3 clusters
  Score: Raw -217065.062134 + Penalty 2550.395847 = -214514.666287
  nChanged 8
		SP:Iteration 23Q (127255.750000 sec): 3 clusters
  Score: Raw -217068.195333 + Penalty 2550.395847 = -214517.799486
  nChanged 13
		SP:Iteration 24Q (127255.920000 sec): 3 clusters
  Score: Raw -217074.778929 + Penalty 2550.395847 = -214524.383082
  nChanged 11
		SP:Iteration 25Q (127256.100000 sec): 3 clusters
  Score: Raw -217078.994431 + Penalty 2550.395847 = -214528.598584
  nChanged 7
		SP:Iteration 26Q (127256.280000 sec): 3 clusters
  Score: Raw -217081.461916 + Penalty 2550.395847 = -214531.066069
  nChanged 7
		SP:Iteration 27Q (127256.450000 sec): 3 clusters
  Score: Raw -217084.909539 + Penalty 2550.395847 = -214534.513693
  nChanged 8
		SP:Iteration 28Q (127256.630000 sec): 3 clusters
  Score: Raw -217087.692358 + Penalty 2550.395847 = -214537.296511
  nChanged 6
		SP:Iteration 29Q (127256.800000 sec): 3 clusters
  Score: Raw -217089.642964 + Penalty 2550.395847 = -214539.247117
  nChanged 3
		SP:Iteration 30Q (127256.980000 sec): 3 clusters
  Score: Raw -217090.142704 + Penalty 2550.395847 = -214539.746857
  nChanged 0
		SP:Iteration 31F (127257.150000 sec): 3 clusters
  Score: Raw -217090.142704 + Penalty 2550.395847 = -214539.746857
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 13 (5116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127257.260000 sec): 2 clusters
  Score: Raw -403800.358864 + Penalty 1387.770826 = -402412.588038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127257.480000 sec): 3 clusters
  Score: Raw -401151.596838 + Penalty 2775.541653 = -398376.055186
  nChanged 2112
		SP:Iteration 1F (127257.660000 sec): 3 clusters
  Score: Raw -402370.805889 + Penalty 2775.541653 = -399595.264236
  nChanged 380
		SP:Iteration 2F (127257.830000 sec): 3 clusters
  Score: Raw -402593.191981 + Penalty 2775.541653 = -399817.650328
  nChanged 279
		SP:Iteration 3F (127258.010000 sec): 3 clusters
  Score: Raw -402723.936547 + Penalty 2775.541653 = -399948.394895
  nChanged 213
		SP:Iteration 4Q (127258.180000 sec): 3 clusters
  Score: Raw -402829.583522 + Penalty 2775.541653 = -400054.041869
  nChanged 176
		SP:Iteration 5Q (127258.360000 sec): 3 clusters
  Score: Raw -402918.393825 + Penalty 2775.541653 = -400142.852172
  nChanged 173
		SP:Iteration 6Q (127258.530000 sec): 3 clusters
  Score: Raw -403001.108715 + Penalty 2775.541653 = -400225.567063
  nChanged 159
		SP:Iteration 7Q (127258.700000 sec): 3 clusters
  Score: Raw -403066.303036 + Penalty 2775.541653 = -400290.761383
  nChanged 134
		SP:Iteration 8Q (127258.880000 sec): 3 clusters
  Score: Raw -403124.948654 + Penalty 2775.541653 = -400349.407001
  nChanged 132
		SP:Iteration 9Q (127259.050000 sec): 3 clusters
  Score: Raw -403179.757086 + Penalty 2775.541653 = -400404.215433
  nChanged 134
		SP:Iteration 10Q (127259.220000 sec): 3 clusters
  Score: Raw -403238.143963 + Penalty 2775.541653 = -400462.602310
  nChanged 110
		SP:Iteration 11Q (127259.400000 sec): 3 clusters
  Score: Raw -403295.947433 + Penalty 2775.541653 = -400520.405781
  nChanged 108
		SP:Iteration 12Q (127259.560000 sec): 3 clusters
  Score: Raw -403368.062210 + Penalty 2775.541653 = -400592.520557
  nChanged 108
		SP:Iteration 13Q (127259.720000 sec): 3 clusters
  Score: Raw -403437.932316 + Penalty 2775.541653 = -400662.390663
  nChanged 117
		SP:Iteration 14Q (127259.900000 sec): 3 clusters
  Score: Raw -403506.978703 + Penalty 2775.541653 = -400731.437050
  nChanged 103
		SP:Iteration 15Q (127260.080000 sec): 3 clusters
  Score: Raw -403569.456507 + Penalty 2775.541653 = -400793.914854
  nChanged 137
		SP:Iteration 16Q (127260.240000 sec): 3 clusters
  Score: Raw -403655.088689 + Penalty 2775.541653 = -400879.547036
  nChanged 129
		SP:Iteration 17Q (127260.400000 sec): 3 clusters
  Score: Raw -403734.457699 + Penalty 2775.541653 = -400958.916046
  nChanged 110
		SP:Iteration 18Q (127260.560000 sec): 3 clusters
  Score: Raw -403788.384449 + Penalty 2775.541653 = -401012.842796
  nChanged 90
		SP:Iteration 19Q (127260.720000 sec): 3 clusters
  Score: Raw -403835.872229 + Penalty 2775.541653 = -401060.330576
  nChanged 88
		SP:Iteration 20F (127260.880000 sec): 3 clusters
  Score: Raw -403875.819760 + Penalty 2775.541653 = -401100.278107
  nChanged 79
		SP:Iteration 21Q (127261.040000 sec): 3 clusters
  Score: Raw -403910.554469 + Penalty 2775.541653 = -401135.012816
  nChanged 53
		SP:Iteration 22Q (127261.200000 sec): 3 clusters
  Score: Raw -403926.887201 + Penalty 2775.541653 = -401151.345548
  nChanged 39
		SP:Iteration 23Q (127261.370000 sec): 3 clusters
  Score: Raw -403939.338444 + Penalty 2775.541653 = -401163.796791
  nChanged 31
		SP:Iteration 24Q (127261.540000 sec): 3 clusters
  Score: Raw -403947.553045 + Penalty 2775.541653 = -401172.011392
  nChanged 30
		SP:Iteration 25Q (127261.720000 sec): 3 clusters
  Score: Raw -403954.782316 + Penalty 2775.541653 = -401179.240663
  nChanged 28
		SP:Iteration 26Q (127261.890000 sec): 3 clusters
  Score: Raw -403966.711358 + Penalty 2775.541653 = -401191.169705
  nChanged 36
		SP:Iteration 27Q (127262.070000 sec): 3 clusters
  Score: Raw -403982.200734 + Penalty 2775.541653 = -401206.659081
  nChanged 41
		SP:Iteration 28Q (127262.240000 sec): 3 clusters
  Score: Raw -403998.955790 + Penalty 2775.541653 = -401223.414137
  nChanged 40
		SP:Iteration 29Q (127262.410000 sec): 3 clusters
  Score: Raw -404015.241001 + Penalty 2775.541653 = -401239.699349
  nChanged 35
		SP:Iteration 30Q (127262.590000 sec): 3 clusters
  Score: Raw -404033.713779 + Penalty 2775.541653 = -401258.172126
  nChanged 41
		SP:Iteration 31Q (127262.760000 sec): 3 clusters
  Score: Raw -404057.943328 + Penalty 2775.541653 = -401282.401675
  nChanged 51
		SP:Iteration 32Q (127262.930000 sec): 3 clusters
  Score: Raw -404080.363932 + Penalty 2775.541653 = -401304.822279
  nChanged 52
		SP:Iteration 33Q (127263.110000 sec): 3 clusters
  Score: Raw -404107.020670 + Penalty 2775.541653 = -401331.479018
  nChanged 54
		SP:Iteration 34Q (127263.280000 sec): 3 clusters
  Score: Raw -404131.835518 + Penalty 2775.541653 = -401356.293865
  nChanged 48
		SP:Iteration 35Q (127263.450000 sec): 3 clusters
  Score: Raw -404158.026914 + Penalty 2775.541653 = -401382.485261
  nChanged 51
		SP:Iteration 36Q (127263.620000 sec): 3 clusters
  Score: Raw -404199.751165 + Penalty 2775.541653 = -401424.209512
  nChanged 74
		SP:Iteration 37Q (127263.800000 sec): 3 clusters
  Score: Raw -404274.586686 + Penalty 2775.541653 = -401499.045033
  nChanged 69
		SP:Iteration 38Q (127263.970000 sec): 3 clusters
  Score: Raw -404346.338925 + Penalty 2775.541653 = -401570.797272
  nChanged 60
		SP:Iteration 39Q (127264.140000 sec): 3 clusters
  Score: Raw -404398.857507 + Penalty 2775.541653 = -401623.315854
  nChanged 58
		SP:Iteration 40F (127264.310000 sec): 3 clusters
  Score: Raw -404437.119983 + Penalty 2775.541653 = -401661.578330
  nChanged 29
		SP:Iteration 41Q (127264.490000 sec): 3 clusters
  Score: Raw -404446.100495 + Penalty 2775.541653 = -401670.558842
  nChanged 14
		SP:Iteration 42Q (127264.590000 sec): 3 clusters
  Score: Raw -404448.216739 + Penalty 2775.541653 = -401672.675086
  nChanged 12
		SP:Iteration 43Q (127264.690000 sec): 3 clusters
  Score: Raw -404451.451525 + Penalty 2775.541653 = -401675.909872
  nChanged 12
		SP:Iteration 44Q (127264.800000 sec): 3 clusters
  Score: Raw -404454.381412 + Penalty 2775.541653 = -401678.839759
  nChanged 13
		SP:Iteration 45Q (127264.970000 sec): 3 clusters
  Score: Raw -404458.247185 + Penalty 2775.541653 = -401682.705532
  nChanged 10
		SP:Iteration 46Q (127265.150000 sec): 3 clusters
  Score: Raw -404460.100134 + Penalty 2775.541653 = -401684.558481
  nChanged 9
		SP:Iteration 47Q (127265.320000 sec): 3 clusters
  Score: Raw -404462.145913 + Penalty 2775.541653 = -401686.604260
  nChanged 9
		SP:Iteration 48Q (127265.490000 sec): 3 clusters
  Score: Raw -404464.002732 + Penalty 2775.541653 = -401688.461079
  nChanged 9
		SP:Iteration 49Q (127265.670000 sec): 3 clusters
  Score: Raw -404465.667549 + Penalty 2775.541653 = -401690.125896
  nChanged 5
		SP:Iteration 50Q (127265.840000 sec): 3 clusters
  Score: Raw -404466.289318 + Penalty 2775.541653 = -401690.747665
  nChanged 2
		SP:Iteration 51Q (127266.010000 sec): 3 clusters
  Score: Raw -404466.656511 + Penalty 2775.541653 = -401691.114858
  nChanged 1
		SP:Iteration 52Q (127266.210000 sec): 3 clusters
  Score: Raw -404466.752927 + Penalty 2775.541653 = -401691.211274
  nChanged 0
		SP:Iteration 53F (127266.370000 sec): 3 clusters
  Score: Raw -404466.752927 + Penalty 2775.541653 = -401691.211274
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 14 (7323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127266.490000 sec): 2 clusters
  Score: Raw -622145.107863 + Penalty 1446.050996 = -620699.056868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127266.690000 sec): 3 clusters
  Score: Raw -618175.883969 + Penalty 2892.101992 = -615283.781977
  nChanged 3061
		SP:Iteration 1F (127266.860000 sec): 3 clusters
  Score: Raw -620013.844786 + Penalty 2892.101992 = -617121.742795
  nChanged 613
		SP:Iteration 2F (127267.050000 sec): 3 clusters
  Score: Raw -620412.345250 + Penalty 2892.101992 = -617520.243258
  nChanged 503
		SP:Iteration 3F (127267.250000 sec): 3 clusters
  Score: Raw -620733.294757 + Penalty 2892.101992 = -617841.192766
  nChanged 438
		SP:Iteration 4F (127267.440000 sec): 3 clusters
  Score: Raw -621043.719855 + Penalty 2892.101992 = -618151.617864
  nChanged 426
		SP:Iteration 5F (127267.650000 sec): 3 clusters
  Score: Raw -621340.390680 + Penalty 2892.101992 = -618448.288689
  nChanged 320
		SP:Iteration 6Q (127267.830000 sec): 3 clusters
  Score: Raw -621538.696314 + Penalty 2892.101992 = -618646.594322
  nChanged 256
		SP:Iteration 7Q (127268.030000 sec): 3 clusters
  Score: Raw -621693.462914 + Penalty 2892.101992 = -618801.360922
  nChanged 207
		SP:Iteration 8Q (127268.240000 sec): 3 clusters
  Score: Raw -621808.350180 + Penalty 2892.101992 = -618916.248188
  nChanged 147
		SP:Iteration 9Q (127268.440000 sec): 3 clusters
  Score: Raw -621904.405886 + Penalty 2892.101992 = -619012.303894
  nChanged 154
		SP:Iteration 10Q (127268.630000 sec): 3 clusters
  Score: Raw -622015.885765 + Penalty 2892.101992 = -619123.783773
  nChanged 136
		SP:Iteration 11Q (127268.830000 sec): 3 clusters
  Score: Raw -622100.436436 + Penalty 2892.101992 = -619208.334445
  nChanged 101
		SP:Iteration 12Q (127269.030000 sec): 3 clusters
  Score: Raw -622163.086653 + Penalty 2892.101992 = -619270.984661
  nChanged 82
		SP:Iteration 13Q (127269.230000 sec): 3 clusters
  Score: Raw -622219.786587 + Penalty 2892.101992 = -619327.684595
  nChanged 69
		SP:Iteration 14Q (127269.430000 sec): 3 clusters
  Score: Raw -622261.782536 + Penalty 2892.101992 = -619369.680544
  nChanged 48
		SP:Iteration 15Q (127269.620000 sec): 3 clusters
  Score: Raw -622287.677424 + Penalty 2892.101992 = -619395.575433
  nChanged 33
		SP:Iteration 16Q (127269.820000 sec): 3 clusters
  Score: Raw -622307.449490 + Penalty 2892.101992 = -619415.347498
  nChanged 28
		SP:Iteration 17Q (127270.000000 sec): 3 clusters
  Score: Raw -622324.235048 + Penalty 2892.101992 = -619432.133056
  nChanged 25
		SP:Iteration 18Q (127270.190000 sec): 3 clusters
  Score: Raw -622337.514696 + Penalty 2892.101992 = -619445.412704
  nChanged 22
		SP:Iteration 19Q (127270.430000 sec): 3 clusters
  Score: Raw -622349.811930 + Penalty 2892.101992 = -619457.709938
  nChanged 13
		SP:Iteration 20F (127270.620000 sec): 3 clusters
  Score: Raw -622356.580995 + Penalty 2892.101992 = -619464.479003
  nChanged 11
		SP:Iteration 21Q (127270.810000 sec): 3 clusters
  Score: Raw -622363.605471 + Penalty 2892.101992 = -619471.503479
  nChanged 8
		SP:Iteration 22Q (127271.010000 sec): 3 clusters
  Score: Raw -622366.874500 + Penalty 2892.101992 = -619474.772508
  nChanged 4
		SP:Iteration 23Q (127271.190000 sec): 3 clusters
  Score: Raw -622369.711483 + Penalty 2892.101992 = -619477.609491
  nChanged 12
		SP:Iteration 24Q (127271.390000 sec): 3 clusters
  Score: Raw -622375.341256 + Penalty 2892.101992 = -619483.239264
  nChanged 7
		SP:Iteration 25Q (127271.580000 sec): 3 clusters
  Score: Raw -622378.557183 + Penalty 2892.101992 = -619486.455192
  nChanged 7
		SP:Iteration 26Q (127271.770000 sec): 3 clusters
  Score: Raw -622380.639412 + Penalty 2892.101992 = -619488.537420
  nChanged 4
		SP:Iteration 27Q (127271.950000 sec): 3 clusters
  Score: Raw -622381.987542 + Penalty 2892.101992 = -619489.885550
  nChanged 6
		SP:Iteration 28Q (127272.180000 sec): 3 clusters
  Score: Raw -622386.327578 + Penalty 2892.101992 = -619494.225586
  nChanged 8
		SP:Iteration 29Q (127272.340000 sec): 3 clusters
  Score: Raw -622390.881531 + Penalty 2892.101992 = -619498.779539
  nChanged 7
		SP:Iteration 30Q (127272.530000 sec): 3 clusters
  Score: Raw -622392.592943 + Penalty 2892.101992 = -619500.490952
  nChanged 2
		SP:Iteration 31Q (127272.730000 sec): 3 clusters
  Score: Raw -622393.453432 + Penalty 2892.101992 = -619501.351440
  nChanged 1
		SP:Iteration 32Q (127272.930000 sec): 3 clusters
  Score: Raw -622393.959166 + Penalty 2892.101992 = -619501.857174
  nChanged 2
		SP:Iteration 33Q (127273.120000 sec): 3 clusters
  Score: Raw -622394.320309 + Penalty 2892.101992 = -619502.218317
  nChanged 1
		SP:Iteration 34Q (127273.320000 sec): 3 clusters
  Score: Raw -622394.633904 + Penalty 2892.101992 = -619502.531913
  nChanged 1
		SP:Iteration 35Q (127273.520000 sec): 3 clusters
  Score: Raw -622394.937802 + Penalty 2892.101992 = -619502.835810
  nChanged 0
		SP:Iteration 36F (127273.720000 sec): 3 clusters
  Score: Raw -622394.937802 + Penalty 2892.101992 = -619502.835810
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 15 (43293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127274.090000 sec): 2 clusters
  Score: Raw -3821691.146457 + Penalty 1734.808764 = -3819956.337694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127274.500000 sec): 3 clusters
  Score: Raw -3794408.197630 + Penalty 3469.617527 = -3790938.580103
  nChanged 20242
		SP:Iteration 1F (127274.930000 sec): 3 clusters
  Score: Raw -3805869.701786 + Penalty 3469.617527 = -3802400.084259
  nChanged 1711
		SP:Iteration 2Q (127275.430000 sec): 3 clusters
  Score: Raw -3806384.953583 + Penalty 3469.617527 = -3802915.336056
  nChanged 1775
		SP:Iteration 3Q (127275.930000 sec): 3 clusters
  Score: Raw -3807047.811320 + Penalty 3469.617527 = -3803578.193793
  nChanged 2012
		SP:Iteration 4Q (127276.450000 sec): 3 clusters
  Score: Raw -3807944.687042 + Penalty 3469.617527 = -3804475.069515
  nChanged 2278
		SP:Iteration 5F (127276.870000 sec): 3 clusters
  Score: Raw -3809193.199724 + Penalty 3469.617527 = -3805723.582197
  nChanged 2635
		SP:Iteration 6F (127277.310000 sec): 3 clusters
  Score: Raw -3810946.428292 + Penalty 3469.617527 = -3807476.810765
  nChanged 2935
		SP:Iteration 7F (127277.730000 sec): 3 clusters
  Score: Raw -3813275.327587 + Penalty 3469.617527 = -3809805.710060
  nChanged 2980
		SP:Iteration 8F (127278.210000 sec): 3 clusters
  Score: Raw -3815895.627276 + Penalty 3469.617527 = -3812426.009748
  nChanged 2471
		SP:Iteration 9F (127278.650000 sec): 3 clusters
  Score: Raw -3818149.486281 + Penalty 3469.617527 = -3814679.868754
  nChanged 1787
		SP:Iteration 10Q (127279.130000 sec): 3 clusters
  Score: Raw -3819757.072375 + Penalty 3469.617527 = -3816287.454848
  nChanged 1077
		SP:Iteration 11Q (127279.590000 sec): 3 clusters
  Score: Raw -3820703.247286 + Penalty 3469.617527 = -3817233.629759
  nChanged 623
		SP:Iteration 12Q (127280.110000 sec): 3 clusters
  Score: Raw -3821190.901343 + Penalty 3469.617527 = -3817721.283816
  nChanged 336
		SP:Iteration 13Q (127280.610000 sec): 3 clusters
  Score: Raw -3821447.727867 + Penalty 3469.617527 = -3817978.110340
  nChanged 231
		SP:Iteration 14Q (127281.070000 sec): 3 clusters
  Score: Raw -3821627.214469 + Penalty 3469.617527 = -3818157.596942
  nChanged 126
		SP:Iteration 15Q (127281.540000 sec): 3 clusters
  Score: Raw -3821728.904161 + Penalty 3469.617527 = -3818259.286634
  nChanged 74
		SP:Iteration 16Q (127282.020000 sec): 3 clusters
  Score: Raw -3821785.753558 + Penalty 3469.617527 = -3818316.136031
  nChanged 56
		SP:Iteration 17Q (127282.500000 sec): 3 clusters
  Score: Raw -3821834.593388 + Penalty 3469.617527 = -3818364.975861
  nChanged 34
		SP:Iteration 18Q (127282.960000 sec): 3 clusters
  Score: Raw -3821873.325737 + Penalty 3469.617527 = -3818403.708209
  nChanged 27
		SP:Iteration 19Q (127283.420000 sec): 3 clusters
  Score: Raw -3821901.626489 + Penalty 3469.617527 = -3818432.008961
  nChanged 15
		SP:Iteration 20F (127283.890000 sec): 3 clusters
  Score: Raw -3821915.067844 + Penalty 3469.617527 = -3818445.450316
  nChanged 14
		SP:Iteration 21Q (127284.350000 sec): 3 clusters
  Score: Raw -3821927.309012 + Penalty 3469.617527 = -3818457.691484
  nChanged 7
		SP:Iteration 22Q (127284.790000 sec): 3 clusters
  Score: Raw -3821934.316414 + Penalty 3469.617527 = -3818464.698887
  nChanged 4
		SP:Iteration 23Q (127285.270000 sec): 3 clusters
  Score: Raw -3821939.332150 + Penalty 3469.617527 = -3818469.714623
  nChanged 3
		SP:Iteration 24Q (127285.790000 sec): 3 clusters
  Score: Raw -3821941.385469 + Penalty 3469.617527 = -3818471.767941
  nChanged 1
		SP:Iteration 25Q (127286.260000 sec): 3 clusters
  Score: Raw -3821942.285568 + Penalty 3469.617527 = -3818472.668041
  nChanged 2
		SP:Iteration 26Q (127286.730000 sec): 3 clusters
  Score: Raw -3821944.476481 + Penalty 3469.617527 = -3818474.858953
  nChanged 3
		SP:Iteration 27Q (127287.240000 sec): 3 clusters
  Score: Raw -3821946.679650 + Penalty 3469.617527 = -3818477.062122
  nChanged 0
		SP:Iteration 28F (127287.700000 sec): 3 clusters
  Score: Raw -3821946.679650 + Penalty 3469.617527 = -3818477.062122
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 16 (315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127287.760000 sec): 2 clusters
  Score: Raw -26248.493929 + Penalty 934.793054 = -25313.700875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127287.930000 sec): 3 clusters
  Score: Raw -26309.697411 + Penalty 1869.586108 = -24440.111304
  nChanged 69
		SP:Iteration 1F (127288.110000 sec): 3 clusters
  Score: Raw -26420.006238 + Penalty 1869.586108 = -24550.420130
  nChanged 14
		SP:Iteration 2Q (127288.290000 sec): 3 clusters
  Score: Raw -26440.256584 + Penalty 1869.586108 = -24570.670476
  nChanged 5
		SP:Iteration 3Q (127288.460000 sec): 3 clusters
  Score: Raw -26446.999960 + Penalty 1869.586108 = -24577.413852
  nChanged 5
		SP:Iteration 4Q (127288.640000 sec): 3 clusters
  Score: Raw -26452.018557 + Penalty 1869.586108 = -24582.432449
  nChanged 3
		SP:Iteration 5Q (127288.810000 sec): 3 clusters
  Score: Raw -26455.606568 + Penalty 1869.586108 = -24586.020460
  nChanged 1
		SP:Iteration 6Q (127288.990000 sec): 3 clusters
  Score: Raw -26457.878304 + Penalty 1869.586108 = -24588.292196
  nChanged 2
		SP:Iteration 7Q (127289.160000 sec): 3 clusters
  Score: Raw -26461.105780 + Penalty 1869.586108 = -24591.519673
  nChanged 3
		SP:Iteration 8Q (127289.340000 sec): 3 clusters
  Score: Raw -26465.220514 + Penalty 1869.586108 = -24595.634406
  nChanged 0
		SP:Iteration 9F (127289.510000 sec): 3 clusters
  Score: Raw -26465.220514 + Penalty 1869.586108 = -24595.634406
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 17 (9562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127289.630000 sec): 2 clusters
  Score: Raw -728531.623154 + Penalty 1489.402231 = -727042.220924
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127289.870000 sec): 3 clusters
  Score: Raw -723150.240556 + Penalty 2978.804461 = -720171.436095
  nChanged 4162
		SP:Iteration 1F (127290.050000 sec): 3 clusters
  Score: Raw -725589.613761 + Penalty 2978.804461 = -722610.809299
  nChanged 709
		SP:Iteration 2F (127290.240000 sec): 3 clusters
  Score: Raw -726093.405998 + Penalty 2978.804461 = -723114.601536
  nChanged 597
		SP:Iteration 3F (127290.420000 sec): 3 clusters
  Score: Raw -726400.992640 + Penalty 2978.804461 = -723422.188179
  nChanged 484
		SP:Iteration 4F (127290.620000 sec): 3 clusters
  Score: Raw -726653.949039 + Penalty 2978.804461 = -723675.144578
  nChanged 484
		SP:Iteration 5F (127290.820000 sec): 3 clusters
  Score: Raw -726868.052798 + Penalty 2978.804461 = -723889.248336
  nChanged 417
		SP:Iteration 6Q (127291.010000 sec): 3 clusters
  Score: Raw -727049.562652 + Penalty 2978.804461 = -724070.758191
  nChanged 356
		SP:Iteration 7Q (127291.240000 sec): 3 clusters
  Score: Raw -727206.869217 + Penalty 2978.804461 = -724228.064756
  nChanged 316
		SP:Iteration 8Q (127291.460000 sec): 3 clusters
  Score: Raw -727369.955275 + Penalty 2978.804461 = -724391.150814
  nChanged 300
		SP:Iteration 9Q (127291.690000 sec): 3 clusters
  Score: Raw -727509.166958 + Penalty 2978.804461 = -724530.362496
  nChanged 249
		SP:Iteration 10Q (127291.910000 sec): 3 clusters
  Score: Raw -727620.644525 + Penalty 2978.804461 = -724641.840063
  nChanged 216
		SP:Iteration 11Q (127292.090000 sec): 3 clusters
  Score: Raw -727700.170826 + Penalty 2978.804461 = -724721.366364
  nChanged 214
		SP:Iteration 12Q (127292.300000 sec): 3 clusters
  Score: Raw -727764.902510 + Penalty 2978.804461 = -724786.098049
  nChanged 194
		SP:Iteration 13Q (127292.540000 sec): 3 clusters
  Score: Raw -727822.876753 + Penalty 2978.804461 = -724844.072291
  nChanged 191
		SP:Iteration 14Q (127292.750000 sec): 3 clusters
  Score: Raw -727889.609033 + Penalty 2978.804461 = -724910.804572
  nChanged 209
		SP:Iteration 15Q (127292.950000 sec): 3 clusters
  Score: Raw -727967.468371 + Penalty 2978.804461 = -724988.663909
  nChanged 218
		SP:Iteration 16Q (127293.150000 sec): 3 clusters
  Score: Raw -728055.538836 + Penalty 2978.804461 = -725076.734375
  nChanged 224
		SP:Iteration 17Q (127293.350000 sec): 3 clusters
  Score: Raw -728168.688998 + Penalty 2978.804461 = -725189.884536
  nChanged 251
		SP:Iteration 18Q (127293.570000 sec): 3 clusters
  Score: Raw -728293.936282 + Penalty 2978.804461 = -725315.131821
  nChanged 262
		SP:Iteration 19Q (127293.790000 sec): 3 clusters
  Score: Raw -728420.196841 + Penalty 2978.804461 = -725441.392380
  nChanged 205
		SP:Iteration 20F (127293.970000 sec): 3 clusters
  Score: Raw -728509.120989 + Penalty 2978.804461 = -725530.316528
  nChanged 180
		SP:Iteration 21Q (127294.190000 sec): 3 clusters
  Score: Raw -728592.333697 + Penalty 2978.804461 = -725613.529236
  nChanged 164
		SP:Iteration 22Q (127294.350000 sec): 3 clusters
  Score: Raw -728668.941097 + Penalty 2978.804461 = -725690.136635
  nChanged 165
		SP:Iteration 23Q (127294.530000 sec): 3 clusters
  Score: Raw -728748.415260 + Penalty 2978.804461 = -725769.610798
  nChanged 160
		SP:Iteration 24Q (127294.700000 sec): 3 clusters
  Score: Raw -728816.601131 + Penalty 2978.804461 = -725837.796669
  nChanged 141
		SP:Iteration 25Q (127294.860000 sec): 3 clusters
  Score: Raw -728874.223685 + Penalty 2978.804461 = -725895.419224
  nChanged 127
		SP:Iteration 26Q (127295.060000 sec): 3 clusters
  Score: Raw -728920.706355 + Penalty 2978.804461 = -725941.901894
  nChanged 107
		SP:Iteration 27Q (127295.270000 sec): 3 clusters
  Score: Raw -728960.711483 + Penalty 2978.804461 = -725981.907022
  nChanged 113
		SP:Iteration 28Q (127295.510000 sec): 3 clusters
  Score: Raw -729003.242148 + Penalty 2978.804461 = -726024.437686
  nChanged 112
		SP:Iteration 29Q (127295.690000 sec): 3 clusters
  Score: Raw -729045.965360 + Penalty 2978.804461 = -726067.160898
  nChanged 96
		SP:Iteration 30Q (127295.870000 sec): 3 clusters
  Score: Raw -729078.952939 + Penalty 2978.804461 = -726100.148478
  nChanged 77
		SP:Iteration 31Q (127296.170000 sec): 3 clusters
  Score: Raw -729103.251164 + Penalty 2978.804461 = -726124.446702
  nChanged 67
		SP:Iteration 32Q (127296.350000 sec): 3 clusters
  Score: Raw -729122.550523 + Penalty 2978.804461 = -726143.746062
  nChanged 60
		SP:Iteration 33Q (127296.510000 sec): 3 clusters
  Score: Raw -729141.838784 + Penalty 2978.804461 = -726163.034322
  nChanged 60
		SP:Iteration 34Q (127296.710000 sec): 3 clusters
  Score: Raw -729164.590578 + Penalty 2978.804461 = -726185.786117
  nChanged 75
		SP:Iteration 35Q (127296.890000 sec): 3 clusters
  Score: Raw -729190.244236 + Penalty 2978.804461 = -726211.439775
  nChanged 66
		SP:Iteration 36Q (127297.060000 sec): 3 clusters
  Score: Raw -729214.244525 + Penalty 2978.804461 = -726235.440064
  nChanged 71
		SP:Iteration 37Q (127297.240000 sec): 3 clusters
  Score: Raw -729241.422954 + Penalty 2978.804461 = -726262.618492
  nChanged 76
		SP:Iteration 38Q (127297.410000 sec): 3 clusters
  Score: Raw -729266.900103 + Penalty 2978.804461 = -726288.095641
  nChanged 74
		SP:Iteration 39Q (127297.580000 sec): 3 clusters
  Score: Raw -729296.804438 + Penalty 2978.804461 = -726317.999977
  nChanged 78
		SP:Iteration 40F (127297.760000 sec): 3 clusters
  Score: Raw -729334.280175 + Penalty 2978.804461 = -726355.475714
  nChanged 85
		SP:Iteration 41Q (127297.930000 sec): 3 clusters
  Score: Raw -729378.062933 + Penalty 2978.804461 = -726399.258472
  nChanged 75
		SP:Iteration 42Q (127298.100000 sec): 3 clusters
  Score: Raw -729415.894660 + Penalty 2978.804461 = -726437.090199
  nChanged 67
		SP:Iteration 43Q (127298.280000 sec): 3 clusters
  Score: Raw -729442.674234 + Penalty 2978.804461 = -726463.869773
  nChanged 51
		SP:Iteration 44Q (127298.450000 sec): 3 clusters
  Score: Raw -729464.466898 + Penalty 2978.804461 = -726485.662437
  nChanged 43
		SP:Iteration 45Q (127298.620000 sec): 3 clusters
  Score: Raw -729483.201960 + Penalty 2978.804461 = -726504.397498
  nChanged 42
		SP:Iteration 46Q (127298.810000 sec): 3 clusters
  Score: Raw -729500.248190 + Penalty 2978.804461 = -726521.443729
  nChanged 48
		SP:Iteration 47Q (127298.990000 sec): 3 clusters
  Score: Raw -729522.598190 + Penalty 2978.804461 = -726543.793728
  nChanged 48
		SP:Iteration 48Q (127299.160000 sec): 3 clusters
  Score: Raw -729546.690025 + Penalty 2978.804461 = -726567.885564
  nChanged 38
		SP:Iteration 49Q (127299.330000 sec): 3 clusters
  Score: Raw -729563.070180 + Penalty 2978.804461 = -726584.265718
  nChanged 42
		SP:Iteration 50Q (127299.550000 sec): 3 clusters
  Score: Raw -729582.766960 + Penalty 2978.804461 = -726603.962499
  nChanged 43
		SP:Iteration 51Q (127299.750000 sec): 3 clusters
  Score: Raw -729602.561096 + Penalty 2978.804461 = -726623.756635
  nChanged 43
		SP:Iteration 52Q (127299.960000 sec): 3 clusters
  Score: Raw -729627.862811 + Penalty 2978.804461 = -726649.058350
  nChanged 38
		SP:Iteration 53Q (127300.130000 sec): 3 clusters
  Score: Raw -729644.643955 + Penalty 2978.804461 = -726665.839493
  nChanged 22
		SP:Iteration 54Q (127300.300000 sec): 3 clusters
  Score: Raw -729653.093573 + Penalty 2978.804461 = -726674.289112
  nChanged 14
		SP:Iteration 55Q (127300.480000 sec): 3 clusters
  Score: Raw -729660.008739 + Penalty 2978.804461 = -726681.204277
  nChanged 20
		SP:Iteration 56Q (127300.650000 sec): 3 clusters
  Score: Raw -729669.150714 + Penalty 2978.804461 = -726690.346253
  nChanged 13
		SP:Iteration 57Q (127300.820000 sec): 3 clusters
  Score: Raw -729674.487248 + Penalty 2978.804461 = -726695.682786
  nChanged 10
		SP:Iteration 58Q (127300.990000 sec): 3 clusters
  Score: Raw -729681.969408 + Penalty 2978.804461 = -726703.164947
  nChanged 5
		SP:Iteration 59Q (127301.210000 sec): 3 clusters
  Score: Raw -729683.711441 + Penalty 2978.804461 = -726704.906979
  nChanged 3
		SP:Iteration 60F (127301.360000 sec): 3 clusters
  Score: Raw -729684.683332 + Penalty 2978.804461 = -726705.878871
  nChanged 4
		SP:Iteration 61Q (127301.520000 sec): 3 clusters
  Score: Raw -729685.427701 + Penalty 2978.804461 = -726706.623239
  nChanged 1
		SP:Iteration 62Q (127301.710000 sec): 3 clusters
  Score: Raw -729685.470122 + Penalty 2978.804461 = -726706.665661
  nChanged 0
		SP:Iteration 63F (127301.870000 sec): 3 clusters
  Score: Raw -729685.470122 + Penalty 2978.804461 = -726706.665661
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 18 (507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127301.930000 sec): 2 clusters
  Score: Raw -44063.506816 + Penalty 1012.133038 = -43051.373778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127302.080000 sec): 3 clusters
  Score: Raw -43975.238684 + Penalty 2024.266076 = -41950.972608
  nChanged 116
		SP:Iteration 1F (127302.240000 sec): 3 clusters
  Score: Raw -44130.722136 + Penalty 2024.266076 = -42106.456060
  nChanged 34
		SP:Iteration 2F (127302.400000 sec): 3 clusters
  Score: Raw -44203.634038 + Penalty 2024.266076 = -42179.367962
  nChanged 22
		SP:Iteration 3Q (127302.570000 sec): 3 clusters
  Score: Raw -44246.833610 + Penalty 2024.266076 = -42222.567534
  nChanged 20
		SP:Iteration 4Q (127302.750000 sec): 3 clusters
  Score: Raw -44272.874662 + Penalty 2024.266076 = -42248.608586
  nChanged 17
		SP:Iteration 5Q (127302.920000 sec): 3 clusters
  Score: Raw -44312.362424 + Penalty 2024.266076 = -42288.096348
  nChanged 12
		SP:Iteration 6Q (127303.100000 sec): 3 clusters
  Score: Raw -44330.436192 + Penalty 2024.266076 = -42306.170116
  nChanged 5
		SP:Iteration 7Q (127303.270000 sec): 3 clusters
  Score: Raw -44340.299484 + Penalty 2024.266076 = -42316.033408
  nChanged 6
		SP:Iteration 8Q (127303.450000 sec): 3 clusters
  Score: Raw -44347.454075 + Penalty 2024.266076 = -42323.187998
  nChanged 6
		SP:Iteration 9Q (127303.630000 sec): 3 clusters
  Score: Raw -44355.729530 + Penalty 2024.266076 = -42331.463454
  nChanged 5
		SP:Iteration 10Q (127303.800000 sec): 3 clusters
  Score: Raw -44364.477511 + Penalty 2024.266076 = -42340.211435
  nChanged 4
		SP:Iteration 11Q (127303.980000 sec): 3 clusters
  Score: Raw -44369.284109 + Penalty 2024.266076 = -42345.018033
  nChanged 3
		SP:Iteration 12Q (127304.160000 sec): 3 clusters
  Score: Raw -44374.030207 + Penalty 2024.266076 = -42349.764130
  nChanged 3
		SP:Iteration 13Q (127304.330000 sec): 3 clusters
  Score: Raw -44377.708480 + Penalty 2024.266076 = -42353.442403
  nChanged 2
		SP:Iteration 14Q (127304.510000 sec): 3 clusters
  Score: Raw -44381.022287 + Penalty 2024.266076 = -42356.756211
  nChanged 2
		SP:Iteration 15Q (127304.680000 sec): 3 clusters
  Score: Raw -44385.291653 + Penalty 2024.266076 = -42361.025577
  nChanged 1
		SP:Iteration 16Q (127304.860000 sec): 3 clusters
  Score: Raw -44385.899883 + Penalty 2024.266076 = -42361.633807
  nChanged 0
		SP:Iteration 17F (127305.040000 sec): 3 clusters
  Score: Raw -44385.899883 + Penalty 2024.266076 = -42361.633807
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 19 (171568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127305.970000 sec): 2 clusters
  Score: Raw -14816237.577184 + Penalty 1958.569432 = -14814279.007752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127307.220000 sec): 3 clusters
  Score: Raw -14702994.084019 + Penalty 3917.138865 = -14699076.945154
  nChanged 82892
		SP:Iteration 1F (127308.470000 sec): 3 clusters
  Score: Raw -14752071.877089 + Penalty 3917.138865 = -14748154.738224
  nChanged 5753
		SP:Iteration 2Q (127309.840000 sec): 3 clusters
  Score: Raw -14753687.354534 + Penalty 3917.138865 = -14749770.215670
  nChanged 7057
		SP:Iteration 3Q (127311.240000 sec): 3 clusters
  Score: Raw -14756218.119886 + Penalty 3917.138865 = -14752300.981021
  nChanged 8926
		SP:Iteration 4F (127312.500000 sec): 3 clusters
  Score: Raw -14760249.573515 + Penalty 3917.138865 = -14756332.434651
  nChanged 10821
		SP:Iteration 5F (127313.770000 sec): 3 clusters
  Score: Raw -14766046.758797 + Penalty 3917.138865 = -14762129.619932
  nChanged 11860
		SP:Iteration 6F (127315.040000 sec): 3 clusters
  Score: Raw -14773197.871432 + Penalty 3917.138865 = -14769280.732567
  nChanged 12054
		SP:Iteration 7F (127316.290000 sec): 3 clusters
  Score: Raw -14781373.863571 + Penalty 3917.138865 = -14777456.724706
  nChanged 11624
		SP:Iteration 8F (127317.540000 sec): 3 clusters
  Score: Raw -14789972.094472 + Penalty 3917.138865 = -14786054.955608
  nChanged 10380
		SP:Iteration 9F (127318.800000 sec): 3 clusters
  Score: Raw -14798163.193574 + Penalty 3917.138865 = -14794246.054709
  nChanged 8520
		SP:Iteration 10Q (127320.240000 sec): 3 clusters
  Score: Raw -14805182.166027 + Penalty 3917.138865 = -14801265.027162
  nChanged 6060
		SP:Iteration 11Q (127321.640000 sec): 3 clusters
  Score: Raw -14810288.752282 + Penalty 3917.138865 = -14806371.613417
  nChanged 3741
		SP:Iteration 12Q (127323.070000 sec): 3 clusters
  Score: Raw -14813472.759760 + Penalty 3917.138865 = -14809555.620895
  nChanged 2004
		SP:Iteration 13Q (127324.400000 sec): 3 clusters
  Score: Raw -14815142.355074 + Penalty 3917.138865 = -14811225.216210
  nChanged 915
		SP:Iteration 14Q (127325.730000 sec): 3 clusters
  Score: Raw -14815958.764166 + Penalty 3917.138865 = -14812041.625302
  nChanged 383
		SP:Iteration 15Q (127327.070000 sec): 3 clusters
  Score: Raw -14816358.094419 + Penalty 3917.138865 = -14812440.955554
  nChanged 181
		SP:Iteration 16Q (127328.410000 sec): 3 clusters
  Score: Raw -14816568.155034 + Penalty 3917.138865 = -14812651.016169
  nChanged 113
		SP:Iteration 17Q (127329.700000 sec): 3 clusters
  Score: Raw -14816698.909975 + Penalty 3917.138865 = -14812781.771110
  nChanged 98
		SP:Iteration 18Q (127330.930000 sec): 3 clusters
  Score: Raw -14816775.260333 + Penalty 3917.138865 = -14812858.121469
  nChanged 74
		SP:Iteration 19Q (127332.220000 sec): 3 clusters
  Score: Raw -14816819.906867 + Penalty 3917.138865 = -14812902.768002
  nChanged 46
		SP:Iteration 20F (127333.520000 sec): 3 clusters
  Score: Raw -14816844.137449 + Penalty 3917.138865 = -14812926.998584
  nChanged 35
		SP:Iteration 21Q (127334.850000 sec): 3 clusters
  Score: Raw -14816860.824489 + Penalty 3917.138865 = -14812943.685624
  nChanged 22
		SP:Iteration 22Q (127336.190000 sec): 3 clusters
  Score: Raw -14816869.779324 + Penalty 3917.138865 = -14812952.640459
  nChanged 21
		SP:Iteration 23Q (127337.460000 sec): 3 clusters
  Score: Raw -14816878.352987 + Penalty 3917.138865 = -14812961.214122
  nChanged 22
		SP:Iteration 24Q (127338.790000 sec): 3 clusters
  Score: Raw -14816888.213372 + Penalty 3917.138865 = -14812971.074507
  nChanged 25
		SP:Iteration 25Q (127340.030000 sec): 3 clusters
  Score: Raw -14816897.064101 + Penalty 3917.138865 = -14812979.925236
  nChanged 16
		SP:Iteration 26Q (127341.320000 sec): 3 clusters
  Score: Raw -14816903.323436 + Penalty 3917.138865 = -14812986.184571
  nChanged 16
		SP:Iteration 27Q (127342.630000 sec): 3 clusters
  Score: Raw -14816907.146577 + Penalty 3917.138865 = -14812990.007712
  nChanged 12
		SP:Iteration 28Q (127343.950000 sec): 3 clusters
  Score: Raw -14816909.620612 + Penalty 3917.138865 = -14812992.481747
  nChanged 4
		SP:Iteration 29Q (127345.250000 sec): 3 clusters
  Score: Raw -14816910.717085 + Penalty 3917.138865 = -14812993.578220
  nChanged 1
		SP:Iteration 30Q (127346.600000 sec): 3 clusters
  Score: Raw -14816910.880201 + Penalty 3917.138865 = -14812993.741337
  nChanged 0
		SP:Iteration 31F (127347.840000 sec): 3 clusters
  Score: Raw -14816910.880201 + Penalty 3917.138865 = -14812993.741337
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 20 (472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127347.960000 sec): 2 clusters
  Score: Raw -39501.348692 + Penalty 1000.509085 = -38500.839607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127348.180000 sec): 3 clusters
  Score: Raw -39453.796867 + Penalty 2001.018170 = -37452.778697
  nChanged 97
		SP:Iteration 1F (127348.360000 sec): 3 clusters
  Score: Raw -39623.363943 + Penalty 2001.018170 = -37622.345773
  nChanged 25
		SP:Iteration 2F (127348.540000 sec): 3 clusters
  Score: Raw -39670.809434 + Penalty 2001.018170 = -37669.791264
  nChanged 16
		SP:Iteration 3Q (127348.710000 sec): 3 clusters
  Score: Raw -39721.990245 + Penalty 2001.018170 = -37720.972075
  nChanged 9
		SP:Iteration 4Q (127348.890000 sec): 3 clusters
  Score: Raw -39774.328664 + Penalty 2001.018170 = -37773.310494
  nChanged 11
		SP:Iteration 5Q (127349.060000 sec): 3 clusters
  Score: Raw -39857.957038 + Penalty 2001.018170 = -37856.938868
  nChanged 20
		SP:Iteration 6Q (127349.240000 sec): 3 clusters
  Score: Raw -40050.438411 + Penalty 2001.018170 = -38049.420241
  nChanged 46
		SP:Iteration 7F (127349.410000 sec): 3 clusters
  Score: Raw -40171.112108 + Penalty 2001.018170 = -38170.093937
  nChanged 40
		SP:Iteration 8F (127349.590000 sec): 3 clusters
  Score: Raw -40268.415296 + Penalty 2001.018170 = -38267.397126
  nChanged 28
		SP:Iteration 9F (127349.760000 sec): 3 clusters
  Score: Raw -40325.138019 + Penalty 2001.018170 = -38324.119848
  nChanged 10
		SP:Iteration 10Q (127349.940000 sec): 3 clusters
  Score: Raw -40351.323757 + Penalty 2001.018170 = -38350.305586
  nChanged 9
		SP:Iteration 11Q (127350.110000 sec): 3 clusters
  Score: Raw -40381.478631 + Penalty 2001.018170 = -38380.460460
  nChanged 7
		SP:Iteration 12Q (127350.240000 sec): 3 clusters
  Score: Raw -40401.969247 + Penalty 2001.018170 = -38400.951077
  nChanged 3
		SP:Iteration 13Q (127350.400000 sec): 3 clusters
  Score: Raw -40409.909694 + Penalty 2001.018170 = -38408.891524
  nChanged 1
		SP:Iteration 14Q (127350.600000 sec): 3 clusters
  Score: Raw -40413.272876 + Penalty 2001.018170 = -38412.254706
  nChanged 0
		SP:Iteration 15F (127350.760000 sec): 3 clusters
  Score: Raw -40413.272876 + Penalty 2001.018170 = -38412.254706
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 21 (2675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127350.850000 sec): 2 clusters
  Score: Raw -190715.089996 + Penalty 1282.402007 = -189432.687989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127351.020000 sec): 3 clusters
  Score: Raw -189512.719271 + Penalty 2564.804014 = -186947.915257
  nChanged 967
		SP:Iteration 1F (127351.180000 sec): 3 clusters
  Score: Raw -190196.252542 + Penalty 2564.804014 = -187631.448527
  nChanged 266
		SP:Iteration 2F (127351.330000 sec): 3 clusters
  Score: Raw -190506.031115 + Penalty 2564.804014 = -187941.227101
  nChanged 216
		SP:Iteration 3F (127351.560000 sec): 3 clusters
  Score: Raw -190774.499535 + Penalty 2564.804014 = -188209.695521
  nChanged 180
		SP:Iteration 4F (127351.680000 sec): 3 clusters
  Score: Raw -190971.209216 + Penalty 2564.804014 = -188406.405202
  nChanged 133
		SP:Iteration 5Q (127351.830000 sec): 3 clusters
  Score: Raw -191107.178721 + Penalty 2564.804014 = -188542.374707
  nChanged 112
		SP:Iteration 6Q (127351.970000 sec): 3 clusters
  Score: Raw -191201.148375 + Penalty 2564.804014 = -188636.344361
  nChanged 80
		SP:Iteration 7Q (127352.120000 sec): 3 clusters
  Score: Raw -191249.242108 + Penalty 2564.804014 = -188684.438094
  nChanged 61
		SP:Iteration 8Q (127352.260000 sec): 3 clusters
  Score: Raw -191282.161578 + Penalty 2564.804014 = -188717.357563
  nChanged 36
		SP:Iteration 9Q (127352.400000 sec): 3 clusters
  Score: Raw -191299.536159 + Penalty 2564.804014 = -188734.732145
  nChanged 27
		SP:Iteration 10Q (127352.550000 sec): 3 clusters
  Score: Raw -191312.877505 + Penalty 2564.804014 = -188748.073491
  nChanged 23
		SP:Iteration 11Q (127352.690000 sec): 3 clusters
  Score: Raw -191321.730833 + Penalty 2564.804014 = -188756.926819
  nChanged 12
		SP:Iteration 12Q (127352.840000 sec): 3 clusters
  Score: Raw -191325.879490 + Penalty 2564.804014 = -188761.075476
  nChanged 9
		SP:Iteration 13Q (127352.980000 sec): 3 clusters
  Score: Raw -191329.418169 + Penalty 2564.804014 = -188764.614155
  nChanged 11
		SP:Iteration 14Q (127353.120000 sec): 3 clusters
  Score: Raw -191335.820348 + Penalty 2564.804014 = -188771.016334
  nChanged 10
		SP:Iteration 15Q (127353.270000 sec): 3 clusters
  Score: Raw -191338.280658 + Penalty 2564.804014 = -188773.476643
  nChanged 7
		SP:Iteration 16Q (127353.420000 sec): 3 clusters
  Score: Raw -191341.285235 + Penalty 2564.804014 = -188776.481221
  nChanged 8
		SP:Iteration 17Q (127353.580000 sec): 3 clusters
  Score: Raw -191344.140516 + Penalty 2564.804014 = -188779.336502
  nChanged 7
		SP:Iteration 18Q (127353.740000 sec): 3 clusters
  Score: Raw -191346.191658 + Penalty 2564.804014 = -188781.387643
  nChanged 3
		SP:Iteration 19Q (127353.900000 sec): 3 clusters
  Score: Raw -191347.507693 + Penalty 2564.804014 = -188782.703679
  nChanged 4
		SP:Iteration 20F (127354.060000 sec): 3 clusters
  Score: Raw -191348.682265 + Penalty 2564.804014 = -188783.878250
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 22 (4597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127354.180000 sec): 2 clusters
  Score: Raw -370527.519445 + Penalty 1370.388369 = -369157.131076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127354.320000 sec): 3 clusters
  Score: Raw -368167.262333 + Penalty 2740.776739 = -365426.485594
  nChanged 1826
		SP:Iteration 1F (127354.510000 sec): 3 clusters
  Score: Raw -369202.188817 + Penalty 2740.776739 = -366461.412078
  nChanged 331
		SP:Iteration 2F (127354.640000 sec): 3 clusters
  Score: Raw -369392.062847 + Penalty 2740.776739 = -366651.286108
  nChanged 270
		SP:Iteration 3F (127354.800000 sec): 3 clusters
  Score: Raw -369538.449402 + Penalty 2740.776739 = -366797.672663
  nChanged 240
		SP:Iteration 4F (127354.950000 sec): 3 clusters
  Score: Raw -369668.939750 + Penalty 2740.776739 = -366928.163011
  nChanged 198
		SP:Iteration 5Q (127355.090000 sec): 3 clusters
  Score: Raw -369785.397212 + Penalty 2740.776739 = -367044.620473
  nChanged 169
		SP:Iteration 6Q (127355.230000 sec): 3 clusters
  Score: Raw -369867.945035 + Penalty 2740.776739 = -367127.168297
  nChanged 131
		SP:Iteration 7Q (127355.370000 sec): 3 clusters
  Score: Raw -369935.292945 + Penalty 2740.776739 = -367194.516207
  nChanged 136
		SP:Iteration 8Q (127355.520000 sec): 3 clusters
  Score: Raw -370001.938694 + Penalty 2740.776739 = -367261.161955
  nChanged 125
		SP:Iteration 9Q (127355.660000 sec): 3 clusters
  Score: Raw -370068.450618 + Penalty 2740.776739 = -367327.673879
  nChanged 110
		SP:Iteration 10Q (127355.810000 sec): 3 clusters
  Score: Raw -370124.084423 + Penalty 2740.776739 = -367383.307685
  nChanged 105
		SP:Iteration 11Q (127355.950000 sec): 3 clusters
  Score: Raw -370175.190017 + Penalty 2740.776739 = -367434.413279
  nChanged 90
		SP:Iteration 12Q (127356.090000 sec): 3 clusters
  Score: Raw -370215.349684 + Penalty 2740.776739 = -367474.572946
  nChanged 85
		SP:Iteration 13Q (127356.240000 sec): 3 clusters
  Score: Raw -370255.841599 + Penalty 2740.776739 = -367515.064860
  nChanged 71
		SP:Iteration 14Q (127356.380000 sec): 3 clusters
  Score: Raw -370288.626811 + Penalty 2740.776739 = -367547.850072
  nChanged 59
		SP:Iteration 15Q (127356.530000 sec): 3 clusters
  Score: Raw -370317.725077 + Penalty 2740.776739 = -367576.948338
  nChanged 61
		SP:Iteration 16Q (127356.670000 sec): 3 clusters
  Score: Raw -370344.630498 + Penalty 2740.776739 = -367603.853759
  nChanged 51
		SP:Iteration 17Q (127356.810000 sec): 3 clusters
  Score: Raw -370369.671977 + Penalty 2740.776739 = -367628.895238
  nChanged 42
		SP:Iteration 18Q (127356.950000 sec): 3 clusters
  Score: Raw -370388.418425 + Penalty 2740.776739 = -367647.641687
  nChanged 33
		SP:Iteration 19Q (127357.100000 sec): 3 clusters
  Score: Raw -370401.815260 + Penalty 2740.776739 = -367661.038521
  nChanged 41
		SP:Iteration 20F (127357.240000 sec): 3 clusters
  Score: Raw -370424.498257 + Penalty 2740.776739 = -367683.721519
  nChanged 49
		SP:Iteration 21Q (127357.390000 sec): 3 clusters
  Score: Raw -370450.809658 + Penalty 2740.776739 = -367710.032920
  nChanged 52
		SP:Iteration 22Q (127357.530000 sec): 3 clusters
  Score: Raw -370475.643488 + Penalty 2740.776739 = -367734.866749
  nChanged 41
		SP:Iteration 23Q (127357.670000 sec): 3 clusters
  Score: Raw -370500.664538 + Penalty 2740.776739 = -367759.887799
  nChanged 44
		SP:Iteration 24Q (127357.820000 sec): 3 clusters
  Score: Raw -370524.594145 + Penalty 2740.776739 = -367783.817406
  nChanged 39
		SP:Iteration 25Q (127357.960000 sec): 3 clusters
  Score: Raw -370548.121677 + Penalty 2740.776739 = -367807.344938
  nChanged 41
		SP:Iteration 26Q (127358.110000 sec): 3 clusters
  Score: Raw -370574.363412 + Penalty 2740.776739 = -367833.586674
  nChanged 37
		SP:Iteration 27Q (127358.270000 sec): 3 clusters
  Score: Raw -370598.124637 + Penalty 2740.776739 = -367857.347899
  nChanged 37
		SP:Iteration 28Q (127358.390000 sec): 3 clusters
  Score: Raw -370625.006444 + Penalty 2740.776739 = -367884.229705
  nChanged 38
		SP:Iteration 29Q (127358.530000 sec): 3 clusters
  Score: Raw -370653.662246 + Penalty 2740.776739 = -367912.885507
  nChanged 25
		SP:Iteration 30Q (127358.680000 sec): 3 clusters
  Score: Raw -370670.438946 + Penalty 2740.776739 = -367929.662207
  nChanged 17
		SP:Iteration 31Q (127358.820000 sec): 3 clusters
  Score: Raw -370682.416653 + Penalty 2740.776739 = -367941.639915
  nChanged 19
		SP:Iteration 32Q (127358.970000 sec): 3 clusters
  Score: Raw -370694.474057 + Penalty 2740.776739 = -367953.697318
  nChanged 14
		SP:Iteration 33Q (127359.110000 sec): 3 clusters
  Score: Raw -370703.196987 + Penalty 2740.776739 = -367962.420249
  nChanged 11
		SP:Iteration 34Q (127359.250000 sec): 3 clusters
  Score: Raw -370710.382517 + Penalty 2740.776739 = -367969.605779
  nChanged 6
		SP:Iteration 35Q (127359.400000 sec): 3 clusters
  Score: Raw -370714.204635 + Penalty 2740.776739 = -367973.427896
  nChanged 7
		SP:Iteration 36Q (127359.540000 sec): 3 clusters
  Score: Raw -370722.262864 + Penalty 2740.776739 = -367981.486126
  nChanged 8
		SP:Iteration 37Q (127359.700000 sec): 3 clusters
  Score: Raw -370727.988622 + Penalty 2740.776739 = -367987.211883
  nChanged 3
		SP:Iteration 38Q (127359.840000 sec): 3 clusters
  Score: Raw -370729.986023 + Penalty 2740.776739 = -367989.209284
  nChanged 3
		SP:Iteration 39Q (127360.000000 sec): 3 clusters
  Score: Raw -370732.705408 + Penalty 2740.776739 = -367991.928670
  nChanged 4
		SP:Iteration 40F (127360.150000 sec): 3 clusters
  Score: Raw -370736.246839 + Penalty 2740.776739 = -367995.470100
  nChanged 3
		SP:Iteration 41Q (127360.290000 sec): 3 clusters
  Score: Raw -370738.300089 + Penalty 2740.776739 = -367997.523351
  nChanged 2
		SP:Iteration 42Q (127360.430000 sec): 3 clusters
  Score: Raw -370740.581160 + Penalty 2740.776739 = -367999.804422
  nChanged 3
		SP:Iteration 43Q (127360.580000 sec): 3 clusters
  Score: Raw -370743.644438 + Penalty 2740.776739 = -368002.867699
  nChanged 4
		SP:Iteration 44Q (127360.720000 sec): 3 clusters
  Score: Raw -370747.498774 + Penalty 2740.776739 = -368006.722035
  nChanged 6
		SP:Iteration 45Q (127360.880000 sec): 3 clusters
  Score: Raw -370752.374502 + Penalty 2740.776739 = -368011.597764
  nChanged 4
		SP:Iteration 46Q (127361.010000 sec): 3 clusters
  Score: Raw -370755.906863 + Penalty 2740.776739 = -368015.130124
  nChanged 2
		SP:Iteration 47Q (127361.150000 sec): 3 clusters
  Score: Raw -370757.731448 + Penalty 2740.776739 = -368016.954709
  nChanged 2
		SP:Iteration 48Q (127361.300000 sec): 3 clusters
  Score: Raw -370758.939882 + Penalty 2740.776739 = -368018.163144
  nChanged 3
		SP:Iteration 49Q (127361.440000 sec): 3 clusters
  Score: Raw -370763.219939 + Penalty 2740.776739 = -368022.443200
  nChanged 6
		SP:Iteration 50Q (127361.590000 sec): 3 clusters
  Score: Raw -370767.921503 + Penalty 2740.776739 = -368027.144765
  nChanged 3
		SP:Iteration 51Q (127361.730000 sec): 3 clusters
  Score: Raw -370769.162712 + Penalty 2740.776739 = -368028.385974
  nChanged 2
		SP:Iteration 52Q (127361.870000 sec): 3 clusters
  Score: Raw -370770.397122 + Penalty 2740.776739 = -368029.620384
  nChanged 2
		SP:Iteration 53Q (127362.020000 sec): 3 clusters
  Score: Raw -370771.587341 + Penalty 2740.776739 = -368030.810602
  nChanged 1
		SP:Iteration 54Q (127362.160000 sec): 3 clusters
  Score: Raw -370771.915160 + Penalty 2740.776739 = -368031.138422
  nChanged 0
		SP:Iteration 55F (127362.310000 sec): 3 clusters
  Score: Raw -370771.915160 + Penalty 2740.776739 = -368031.138422
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 23 (6053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127362.410000 sec): 2 clusters
  Score: Raw -501795.485104 + Penalty 1415.100261 = -500380.384843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127362.610000 sec): 3 clusters
  Score: Raw -498614.291798 + Penalty 2830.200521 = -495784.091277
  nChanged 2497
		SP:Iteration 1F (127362.770000 sec): 3 clusters
  Score: Raw -500032.734279 + Penalty 2830.200521 = -497202.533758
  nChanged 410
		SP:Iteration 2F (127362.920000 sec): 3 clusters
  Score: Raw -500249.689964 + Penalty 2830.200521 = -497419.489443
  nChanged 318
		SP:Iteration 3F (127363.070000 sec): 3 clusters
  Score: Raw -500394.481134 + Penalty 2830.200521 = -497564.280613
  nChanged 238
		SP:Iteration 4Q (127363.220000 sec): 3 clusters
  Score: Raw -500491.302103 + Penalty 2830.200521 = -497661.101582
  nChanged 164
		SP:Iteration 5Q (127363.370000 sec): 3 clusters
  Score: Raw -500553.616290 + Penalty 2830.200521 = -497723.415769
  nChanged 127
		SP:Iteration 6Q (127363.590000 sec): 3 clusters
  Score: Raw -500600.677945 + Penalty 2830.200521 = -497770.477424
  nChanged 116
		SP:Iteration 7Q (127363.790000 sec): 3 clusters
  Score: Raw -500638.062645 + Penalty 2830.200521 = -497807.862124
  nChanged 90
		SP:Iteration 8Q (127363.940000 sec): 3 clusters
  Score: Raw -500665.513305 + Penalty 2830.200521 = -497835.312784
  nChanged 85
		SP:Iteration 9Q (127364.090000 sec): 3 clusters
  Score: Raw -500690.845327 + Penalty 2830.200521 = -497860.644806
  nChanged 65
		SP:Iteration 10Q (127364.250000 sec): 3 clusters
  Score: Raw -500707.770071 + Penalty 2830.200521 = -497877.569550
  nChanged 51
		SP:Iteration 11Q (127364.390000 sec): 3 clusters
  Score: Raw -500720.400257 + Penalty 2830.200521 = -497890.199736
  nChanged 48
		SP:Iteration 12Q (127364.560000 sec): 3 clusters
  Score: Raw -500733.115218 + Penalty 2830.200521 = -497902.914697
  nChanged 37
		SP:Iteration 13Q (127364.750000 sec): 3 clusters
  Score: Raw -500740.438189 + Penalty 2830.200521 = -497910.237668
  nChanged 31
		SP:Iteration 14Q (127364.900000 sec): 3 clusters
  Score: Raw -500747.152352 + Penalty 2830.200521 = -497916.951831
  nChanged 39
		SP:Iteration 15Q (127365.040000 sec): 3 clusters
  Score: Raw -500753.930640 + Penalty 2830.200521 = -497923.730118
  nChanged 20
		SP:Iteration 16Q (127365.240000 sec): 3 clusters
  Score: Raw -500758.156372 + Penalty 2830.200521 = -497927.955851
  nChanged 25
		SP:Iteration 17Q (127365.380000 sec): 3 clusters
  Score: Raw -500764.698410 + Penalty 2830.200521 = -497934.497888
  nChanged 41
		SP:Iteration 18Q (127365.580000 sec): 3 clusters
  Score: Raw -500774.179404 + Penalty 2830.200521 = -497943.978882
  nChanged 31
		SP:Iteration 19Q (127365.730000 sec): 3 clusters
  Score: Raw -500781.625686 + Penalty 2830.200521 = -497951.425164
  nChanged 35
		SP:Iteration 20F (127365.920000 sec): 3 clusters
  Score: Raw -500789.907943 + Penalty 2830.200521 = -497959.707421
  nChanged 42
		SP:Iteration 21Q (127366.040000 sec): 3 clusters
  Score: Raw -500800.131677 + Penalty 2830.200521 = -497969.931156
  nChanged 45
		SP:Iteration 22Q (127366.200000 sec): 3 clusters
  Score: Raw -500809.157896 + Penalty 2830.200521 = -497978.957375
  nChanged 38
		SP:Iteration 23Q (127366.370000 sec): 3 clusters
  Score: Raw -500820.041788 + Penalty 2830.200521 = -497989.841267
  nChanged 52
		SP:Iteration 24Q (127366.510000 sec): 3 clusters
  Score: Raw -500834.985298 + Penalty 2830.200521 = -498004.784777
  nChanged 47
		SP:Iteration 25Q (127366.650000 sec): 3 clusters
  Score: Raw -500848.774758 + Penalty 2830.200521 = -498018.574237
  nChanged 50
		SP:Iteration 26Q (127366.790000 sec): 3 clusters
  Score: Raw -500864.021738 + Penalty 2830.200521 = -498033.821217
  nChanged 55
		SP:Iteration 27Q (127366.930000 sec): 3 clusters
  Score: Raw -500883.964274 + Penalty 2830.200521 = -498053.763753
  nChanged 74
		SP:Iteration 28Q (127367.090000 sec): 3 clusters
  Score: Raw -500909.599272 + Penalty 2830.200521 = -498079.398751
  nChanged 77
		SP:Iteration 29Q (127367.250000 sec): 3 clusters
  Score: Raw -500940.004726 + Penalty 2830.200521 = -498109.804205
  nChanged 104
		SP:Iteration 30Q (127367.390000 sec): 3 clusters
  Score: Raw -500988.989024 + Penalty 2830.200521 = -498158.788503
  nChanged 121
		SP:Iteration 31Q (127367.530000 sec): 3 clusters
  Score: Raw -501039.358417 + Penalty 2830.200521 = -498209.157896
  nChanged 118
		SP:Iteration 32Q (127367.670000 sec): 3 clusters
  Score: Raw -501093.284184 + Penalty 2830.200521 = -498263.083663
  nChanged 118
		SP:Iteration 33Q (127367.810000 sec): 3 clusters
  Score: Raw -501150.395126 + Penalty 2830.200521 = -498320.194605
  nChanged 136
		SP:Iteration 34Q (127367.950000 sec): 3 clusters
  Score: Raw -501219.058278 + Penalty 2830.200521 = -498388.857757
  nChanged 127
		SP:Iteration 35Q (127368.090000 sec): 3 clusters
  Score: Raw -501290.039593 + Penalty 2830.200521 = -498459.839072
  nChanged 129
		SP:Iteration 36Q (127368.230000 sec): 3 clusters
  Score: Raw -501361.333425 + Penalty 2830.200521 = -498531.132904
  nChanged 114
		SP:Iteration 37Q (127368.370000 sec): 3 clusters
  Score: Raw -501420.167343 + Penalty 2830.200521 = -498589.966822
  nChanged 110
		SP:Iteration 38Q (127368.510000 sec): 3 clusters
  Score: Raw -501487.633343 + Penalty 2830.200521 = -498657.432822
  nChanged 109
		SP:Iteration 39Q (127368.650000 sec): 3 clusters
  Score: Raw -501555.687317 + Penalty 2830.200521 = -498725.486796
  nChanged 94
		SP:Iteration 40F (127368.790000 sec): 3 clusters
  Score: Raw -501622.343553 + Penalty 2830.200521 = -498792.143031
  nChanged 84
		SP:Iteration 41Q (127368.980000 sec): 3 clusters
  Score: Raw -501686.380621 + Penalty 2830.200521 = -498856.180100
  nChanged 82
		SP:Iteration 42Q (127369.160000 sec): 3 clusters
  Score: Raw -501746.268896 + Penalty 2830.200521 = -498916.068375
  nChanged 68
		SP:Iteration 43Q (127369.300000 sec): 3 clusters
  Score: Raw -501803.427646 + Penalty 2830.200521 = -498973.227125
  nChanged 62
		SP:Iteration 44Q (127369.450000 sec): 3 clusters
  Score: Raw -501850.745278 + Penalty 2830.200521 = -499020.544757
  nChanged 49
		SP:Iteration 45Q (127369.600000 sec): 3 clusters
  Score: Raw -501886.231518 + Penalty 2830.200521 = -499056.030997
  nChanged 35
		SP:Iteration 46Q (127369.780000 sec): 3 clusters
  Score: Raw -501915.023472 + Penalty 2830.200521 = -499084.822950
  nChanged 27
		SP:Iteration 47Q (127369.940000 sec): 3 clusters
  Score: Raw -501932.376636 + Penalty 2830.200521 = -499102.176115
  nChanged 17
		SP:Iteration 48Q (127370.100000 sec): 3 clusters
  Score: Raw -501945.200001 + Penalty 2830.200521 = -499114.999480
  nChanged 16
		SP:Iteration 49Q (127370.310000 sec): 3 clusters
  Score: Raw -501957.049608 + Penalty 2830.200521 = -499126.849086
  nChanged 10
		SP:Iteration 50Q (127370.480000 sec): 3 clusters
  Score: Raw -501963.981425 + Penalty 2830.200521 = -499133.780904
  nChanged 8
		SP:Iteration 51Q (127370.650000 sec): 3 clusters
  Score: Raw -501969.218506 + Penalty 2830.200521 = -499139.017984
  nChanged 7
		SP:Iteration 52Q (127370.820000 sec): 3 clusters
  Score: Raw -501973.571884 + Penalty 2830.200521 = -499143.371363
  nChanged 2
		SP:Iteration 53Q (127370.980000 sec): 3 clusters
  Score: Raw -501975.015751 + Penalty 2830.200521 = -499144.815229
  nChanged 4
		SP:Iteration 54Q (127371.140000 sec): 3 clusters
  Score: Raw -501978.089576 + Penalty 2830.200521 = -499147.889055
  nChanged 5
		SP:Iteration 55Q (127371.310000 sec): 3 clusters
  Score: Raw -501982.193480 + Penalty 2830.200521 = -499151.992959
  nChanged 4
		SP:Iteration 56Q (127371.470000 sec): 3 clusters
  Score: Raw -501984.985211 + Penalty 2830.200521 = -499154.784690
  nChanged 3
		SP:Iteration 57Q (127371.630000 sec): 3 clusters
  Score: Raw -501987.539909 + Penalty 2830.200521 = -499157.339388
  nChanged 2
		SP:Iteration 58Q (127371.790000 sec): 3 clusters
  Score: Raw -501989.149222 + Penalty 2830.200521 = -499158.948701
  nChanged 2
		SP:Iteration 59Q (127372.000000 sec): 3 clusters
  Score: Raw -501989.829567 + Penalty 2830.200521 = -499159.629046
  nChanged 2
		SP:Iteration 60F (127372.170000 sec): 3 clusters
  Score: Raw -501990.488144 + Penalty 2830.200521 = -499160.287623
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 24 (77549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127372.670000 sec): 2 clusters
  Score: Raw -6773722.747233 + Penalty 1829.533107 = -6771893.214126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127373.280000 sec): 3 clusters
  Score: Raw -6723700.450177 + Penalty 3659.066214 = -6720041.383963
  nChanged 36875
		SP:Iteration 1F (127373.970000 sec): 3 clusters
  Score: Raw -6745090.939779 + Penalty 3659.066214 = -6741431.873565
  nChanged 2969
		SP:Iteration 2Q (127374.680000 sec): 3 clusters
  Score: Raw -6745907.557973 + Penalty 3659.066214 = -6742248.491760
  nChanged 3050
		SP:Iteration 3Q (127375.400000 sec): 3 clusters
  Score: Raw -6746884.424936 + Penalty 3659.066214 = -6743225.358722
  nChanged 3329
		SP:Iteration 4Q (127376.110000 sec): 3 clusters
  Score: Raw -6748125.123337 + Penalty 3659.066214 = -6744466.057123
  nChanged 3824
		SP:Iteration 5Q (127376.820000 sec): 3 clusters
  Score: Raw -6749670.983784 + Penalty 3659.066214 = -6746011.917570
  nChanged 4100
		SP:Iteration 6F (127377.460000 sec): 3 clusters
  Score: Raw -6751527.359189 + Penalty 3659.066214 = -6747868.292975
  nChanged 4335
		SP:Iteration 7F (127378.080000 sec): 3 clusters
  Score: Raw -6753617.008097 + Penalty 3659.066214 = -6749957.941883
  nChanged 4385
		SP:Iteration 8F (127378.750000 sec): 3 clusters
  Score: Raw -6755792.028356 + Penalty 3659.066214 = -6752132.962142
  nChanged 4201
		SP:Iteration 9F (127379.420000 sec): 3 clusters
  Score: Raw -6757849.612786 + Penalty 3659.066214 = -6754190.546572
  nChanged 3674
		SP:Iteration 10Q (127380.160000 sec): 3 clusters
  Score: Raw -6759612.430746 + Penalty 3659.066214 = -6755953.364532
  nChanged 3171
		SP:Iteration 11Q (127380.880000 sec): 3 clusters
  Score: Raw -6761198.264387 + Penalty 3659.066214 = -6757539.198174
  nChanged 2738
		SP:Iteration 12Q (127381.620000 sec): 3 clusters
  Score: Raw -6762703.737260 + Penalty 3659.066214 = -6759044.671047
  nChanged 2496
		SP:Iteration 13Q (127382.350000 sec): 3 clusters
  Score: Raw -6764225.220227 + Penalty 3659.066214 = -6760566.154013
  nChanged 2243
		SP:Iteration 14Q (127383.080000 sec): 3 clusters
  Score: Raw -6765686.713259 + Penalty 3659.066214 = -6762027.647045
  nChanged 1949
		SP:Iteration 15Q (127383.820000 sec): 3 clusters
  Score: Raw -6767020.059637 + Penalty 3659.066214 = -6763360.993423
  nChanged 1764
		SP:Iteration 16Q (127384.510000 sec): 3 clusters
  Score: Raw -6768283.318213 + Penalty 3659.066214 = -6764624.251999
  nChanged 1491
		SP:Iteration 17Q (127385.240000 sec): 3 clusters
  Score: Raw -6769340.479198 + Penalty 3659.066214 = -6765681.412985
  nChanged 1259
		SP:Iteration 18Q (127385.980000 sec): 3 clusters
  Score: Raw -6770193.857604 + Penalty 3659.066214 = -6766534.791390
  nChanged 918
		SP:Iteration 19Q (127386.680000 sec): 3 clusters
  Score: Raw -6770839.983922 + Penalty 3659.066214 = -6767180.917708
  nChanged 806
		SP:Iteration 20F (127387.320000 sec): 3 clusters
  Score: Raw -6771465.494139 + Penalty 3659.066214 = -6767806.427925
  nChanged 703
		SP:Iteration 21Q (127387.990000 sec): 3 clusters
  Score: Raw -6772131.723660 + Penalty 3659.066214 = -6768472.657446
  nChanged 717
		SP:Iteration 22Q (127388.660000 sec): 3 clusters
  Score: Raw -6772801.706522 + Penalty 3659.066214 = -6769142.640308
  nChanged 655
		SP:Iteration 23Q (127389.320000 sec): 3 clusters
  Score: Raw -6773464.666970 + Penalty 3659.066214 = -6769805.600756
  nChanged 679
		SP:Iteration 24Q (127390.010000 sec): 3 clusters
  Score: Raw -6774011.855998 + Penalty 3659.066214 = -6770352.789784
  nChanged 595
		SP:Iteration 25Q (127390.680000 sec): 3 clusters
  Score: Raw -6774419.142608 + Penalty 3659.066214 = -6770760.076395
  nChanged 455
		SP:Iteration 26Q (127391.370000 sec): 3 clusters
  Score: Raw -6774663.049406 + Penalty 3659.066214 = -6771003.983193
  nChanged 342
		SP:Iteration 27Q (127392.010000 sec): 3 clusters
  Score: Raw -6774811.425665 + Penalty 3659.066214 = -6771152.359451
  nChanged 294
		SP:Iteration 28Q (127392.720000 sec): 3 clusters
  Score: Raw -6774923.527809 + Penalty 3659.066214 = -6771264.461595
  nChanged 232
		SP:Iteration 29Q (127393.410000 sec): 3 clusters
  Score: Raw -6775003.427089 + Penalty 3659.066214 = -6771344.360875
  nChanged 223
		SP:Iteration 30Q (127394.130000 sec): 3 clusters
  Score: Raw -6775079.297253 + Penalty 3659.066214 = -6771420.231039
  nChanged 187
		SP:Iteration 31Q (127394.820000 sec): 3 clusters
  Score: Raw -6775120.505859 + Penalty 3659.066214 = -6771461.439645
  nChanged 132
		SP:Iteration 32Q (127395.460000 sec): 3 clusters
  Score: Raw -6775144.692852 + Penalty 3659.066214 = -6771485.626638
  nChanged 111
		SP:Iteration 33Q (127396.150000 sec): 3 clusters
  Score: Raw -6775165.158273 + Penalty 3659.066214 = -6771506.092059
  nChanged 98
		SP:Iteration 34Q (127396.850000 sec): 3 clusters
  Score: Raw -6775178.654355 + Penalty 3659.066214 = -6771519.588141
  nChanged 68
		SP:Iteration 35Q (127397.560000 sec): 3 clusters
  Score: Raw -6775187.353765 + Penalty 3659.066214 = -6771528.287551
  nChanged 75
		SP:Iteration 36Q (127398.250000 sec): 3 clusters
  Score: Raw -6775198.396147 + Penalty 3659.066214 = -6771539.329933
  nChanged 66
		SP:Iteration 37Q (127398.960000 sec): 3 clusters
  Score: Raw -6775206.048432 + Penalty 3659.066214 = -6771546.982218
  nChanged 56
		SP:Iteration 38Q (127399.640000 sec): 3 clusters
  Score: Raw -6775212.595247 + Penalty 3659.066214 = -6771553.529033
  nChanged 52
		SP:Iteration 39Q (127400.310000 sec): 3 clusters
  Score: Raw -6775218.703521 + Penalty 3659.066214 = -6771559.637307
  nChanged 43
		SP:Iteration 40F (127400.920000 sec): 3 clusters
  Score: Raw -6775222.893007 + Penalty 3659.066214 = -6771563.826793
  nChanged 28
		SP:Iteration 41Q (127401.580000 sec): 3 clusters
  Score: Raw -6775225.321602 + Penalty 3659.066214 = -6771566.255388
  nChanged 17
		SP:Iteration 42Q (127402.250000 sec): 3 clusters
  Score: Raw -6775226.815249 + Penalty 3659.066214 = -6771567.749035
  nChanged 17
		SP:Iteration 43Q (127402.930000 sec): 3 clusters
  Score: Raw -6775228.115220 + Penalty 3659.066214 = -6771569.049006
  nChanged 10
		SP:Iteration 44Q (127403.610000 sec): 3 clusters
  Score: Raw -6775228.926878 + Penalty 3659.066214 = -6771569.860664
  nChanged 11
		SP:Iteration 45Q (127404.250000 sec): 3 clusters
  Score: Raw -6775229.736757 + Penalty 3659.066214 = -6771570.670543
  nChanged 10
		SP:Iteration 46Q (127404.940000 sec): 3 clusters
  Score: Raw -6775230.527269 + Penalty 3659.066214 = -6771571.461055
  nChanged 12
		SP:Iteration 47Q (127405.640000 sec): 3 clusters
  Score: Raw -6775231.441665 + Penalty 3659.066214 = -6771572.375451
  nChanged 12
		SP:Iteration 48Q (127406.300000 sec): 3 clusters
  Score: Raw -6775232.106759 + Penalty 3659.066214 = -6771573.040545
  nChanged 6
		SP:Iteration 49Q (127406.990000 sec): 3 clusters
  Score: Raw -6775232.458046 + Penalty 3659.066214 = -6771573.391832
  nChanged 5
		SP:Iteration 50Q (127407.670000 sec): 3 clusters
  Score: Raw -6775232.851897 + Penalty 3659.066214 = -6771573.785683
  nChanged 5
		SP:Iteration 51Q (127408.360000 sec): 3 clusters
  Score: Raw -6775233.139274 + Penalty 3659.066214 = -6771574.073060
  nChanged 5
		SP:Iteration 52Q (127409.030000 sec): 3 clusters
  Score: Raw -6775233.443158 + Penalty 3659.066214 = -6771574.376944
  nChanged 3
		SP:Iteration 53Q (127409.760000 sec): 3 clusters
  Score: Raw -6775233.639612 + Penalty 3659.066214 = -6771574.573398
  nChanged 2
		SP:Iteration 54Q (127410.460000 sec): 3 clusters
  Score: Raw -6775233.804320 + Penalty 3659.066214 = -6771574.738106
  nChanged 1
		SP:Iteration 55Q (127411.120000 sec): 3 clusters
  Score: Raw -6775233.810349 + Penalty 3659.066214 = -6771574.744135
  nChanged 1
		SP:Iteration 56Q (127411.780000 sec): 3 clusters
  Score: Raw -6775233.881084 + Penalty 3659.066214 = -6771574.814870
  nChanged 1
		SP:Iteration 57Q (127412.440000 sec): 3 clusters
  Score: Raw -6775233.930755 + Penalty 3659.066214 = -6771574.864541
  nChanged 0
		SP:Iteration 58F (127413.090000 sec): 3 clusters
  Score: Raw -6775233.930755 + Penalty 3659.066214 = -6771574.864541
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 25 (12375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127413.220000 sec): 2 clusters
  Score: Raw -1104952.529513 + Penalty 1531.307958 = -1103421.221555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127413.420000 sec): 3 clusters
  Score: Raw -1097792.311460 + Penalty 3062.615916 = -1094729.695544
  nChanged 5459
		SP:Iteration 1F (127413.620000 sec): 3 clusters
  Score: Raw -1100868.872663 + Penalty 3062.615916 = -1097806.256747
  nChanged 727
		SP:Iteration 2F (127413.930000 sec): 3 clusters
  Score: Raw -1101167.076524 + Penalty 3062.615916 = -1098104.460608
  nChanged 636
		SP:Iteration 3F (127414.160000 sec): 3 clusters
  Score: Raw -1101458.249016 + Penalty 3062.615916 = -1098395.633100
  nChanged 646
		SP:Iteration 4F (127414.320000 sec): 3 clusters
  Score: Raw -1101760.097497 + Penalty 3062.615916 = -1098697.481581
  nChanged 607
		SP:Iteration 5Q (127414.560000 sec): 3 clusters
  Score: Raw -1102100.933627 + Penalty 3062.615916 = -1099038.317711
  nChanged 625
		SP:Iteration 6F (127414.820000 sec): 3 clusters
  Score: Raw -1102492.631472 + Penalty 3062.615916 = -1099430.015556
  nChanged 602
		SP:Iteration 7Q (127415.080000 sec): 3 clusters
  Score: Raw -1102907.823638 + Penalty 3062.615916 = -1099845.207722
  nChanged 571
		SP:Iteration 8Q (127415.310000 sec): 3 clusters
  Score: Raw -1103346.238820 + Penalty 3062.615916 = -1100283.622904
  nChanged 545
		SP:Iteration 9Q (127415.500000 sec): 3 clusters
  Score: Raw -1103762.891198 + Penalty 3062.615916 = -1100700.275282
  nChanged 469
		SP:Iteration 10Q (127415.770000 sec): 3 clusters
  Score: Raw -1104092.327916 + Penalty 3062.615916 = -1101029.712000
  nChanged 371
		SP:Iteration 11Q (127416.010000 sec): 3 clusters
  Score: Raw -1104298.178736 + Penalty 3062.615916 = -1101235.562820
  nChanged 264
		SP:Iteration 12Q (127416.200000 sec): 3 clusters
  Score: Raw -1104424.804815 + Penalty 3062.615916 = -1101362.188899
  nChanged 203
		SP:Iteration 13Q (127416.430000 sec): 3 clusters
  Score: Raw -1104517.995573 + Penalty 3062.615916 = -1101455.379657
  nChanged 191
		SP:Iteration 14Q (127416.600000 sec): 3 clusters
  Score: Raw -1104601.294169 + Penalty 3062.615916 = -1101538.678254
  nChanged 154
		SP:Iteration 15Q (127416.870000 sec): 3 clusters
  Score: Raw -1104663.706167 + Penalty 3062.615916 = -1101601.090251
  nChanged 142
		SP:Iteration 16Q (127417.100000 sec): 3 clusters
  Score: Raw -1104725.128368 + Penalty 3062.615916 = -1101662.512453
  nChanged 109
		SP:Iteration 17Q (127417.340000 sec): 3 clusters
  Score: Raw -1104758.236815 + Penalty 3062.615916 = -1101695.620899
  nChanged 93
		SP:Iteration 18Q (127417.530000 sec): 3 clusters
  Score: Raw -1104787.374417 + Penalty 3062.615916 = -1101724.758501
  nChanged 80
		SP:Iteration 19Q (127417.720000 sec): 3 clusters
  Score: Raw -1104809.963430 + Penalty 3062.615916 = -1101747.347514
  nChanged 71
		SP:Iteration 20F (127417.910000 sec): 3 clusters
  Score: Raw -1104828.344204 + Penalty 3062.615916 = -1101765.728288
  nChanged 66
		SP:Iteration 21Q (127418.100000 sec): 3 clusters
  Score: Raw -1104844.319713 + Penalty 3062.615916 = -1101781.703797
  nChanged 61
		SP:Iteration 22Q (127418.300000 sec): 3 clusters
  Score: Raw -1104859.316223 + Penalty 3062.615916 = -1101796.700307
  nChanged 62
		SP:Iteration 23Q (127418.490000 sec): 3 clusters
  Score: Raw -1104876.598381 + Penalty 3062.615916 = -1101813.982465
  nChanged 58
		SP:Iteration 24Q (127418.670000 sec): 3 clusters
  Score: Raw -1104889.868131 + Penalty 3062.615916 = -1101827.252215
  nChanged 38
		SP:Iteration 25Q (127418.970000 sec): 3 clusters
  Score: Raw -1104897.800136 + Penalty 3062.615916 = -1101835.184220
  nChanged 32
		SP:Iteration 26Q (127419.160000 sec): 3 clusters
  Score: Raw -1104905.099197 + Penalty 3062.615916 = -1101842.483281
  nChanged 40
		SP:Iteration 27Q (127419.350000 sec): 3 clusters
  Score: Raw -1104915.461525 + Penalty 3062.615916 = -1101852.845609
  nChanged 45
		SP:Iteration 28Q (127419.630000 sec): 3 clusters
  Score: Raw -1104927.414388 + Penalty 3062.615916 = -1101864.798472
  nChanged 44
		SP:Iteration 29Q (127419.830000 sec): 3 clusters
  Score: Raw -1104936.137002 + Penalty 3062.615916 = -1101873.521086
  nChanged 37
		SP:Iteration 30Q (127420.020000 sec): 3 clusters
  Score: Raw -1104942.944195 + Penalty 3062.615916 = -1101880.328279
  nChanged 23
		SP:Iteration 31Q (127420.240000 sec): 3 clusters
  Score: Raw -1104946.274512 + Penalty 3062.615916 = -1101883.658596
  nChanged 21
		SP:Iteration 32Q (127420.470000 sec): 3 clusters
  Score: Raw -1104949.596844 + Penalty 3062.615916 = -1101886.980928
  nChanged 17
		SP:Iteration 33Q (127420.740000 sec): 3 clusters
  Score: Raw -1104952.664908 + Penalty 3062.615916 = -1101890.048992
  nChanged 20
		SP:Iteration 34Q (127420.940000 sec): 3 clusters
  Score: Raw -1104956.141687 + Penalty 3062.615916 = -1101893.525772
  nChanged 22
		SP:Iteration 35Q (127421.170000 sec): 3 clusters
  Score: Raw -1104960.076279 + Penalty 3062.615916 = -1101897.460363
  nChanged 23
		SP:Iteration 36Q (127421.400000 sec): 3 clusters
  Score: Raw -1104964.245958 + Penalty 3062.615916 = -1101901.630042
  nChanged 18
		SP:Iteration 37Q (127421.630000 sec): 3 clusters
  Score: Raw -1104967.029578 + Penalty 3062.615916 = -1101904.413662
  nChanged 18
		SP:Iteration 38Q (127421.830000 sec): 3 clusters
  Score: Raw -1104971.775310 + Penalty 3062.615916 = -1101909.159394
  nChanged 27
		SP:Iteration 39Q (127422.020000 sec): 3 clusters
  Score: Raw -1104976.276401 + Penalty 3062.615916 = -1101913.660485
  nChanged 11
		SP:Iteration 40F (127422.210000 sec): 3 clusters
  Score: Raw -1104977.908577 + Penalty 3062.615916 = -1101915.292661
  nChanged 13
		SP:Iteration 41Q (127422.400000 sec): 3 clusters
  Score: Raw -1104979.822914 + Penalty 3062.615916 = -1101917.206998
  nChanged 13
		SP:Iteration 42Q (127422.620000 sec): 3 clusters
  Score: Raw -1104981.640021 + Penalty 3062.615916 = -1101919.024105
  nChanged 10
		SP:Iteration 43Q (127422.890000 sec): 3 clusters
  Score: Raw -1104982.955160 + Penalty 3062.615916 = -1101920.339244
  nChanged 18
		SP:Iteration 44Q (127423.110000 sec): 3 clusters
  Score: Raw -1104985.770973 + Penalty 3062.615916 = -1101923.155057
  nChanged 10
		SP:Iteration 45Q (127423.350000 sec): 3 clusters
  Score: Raw -1104987.775979 + Penalty 3062.615916 = -1101925.160063
  nChanged 14
		SP:Iteration 46Q (127423.550000 sec): 3 clusters
  Score: Raw -1104990.034060 + Penalty 3062.615916 = -1101927.418144
  nChanged 16
		SP:Iteration 47Q (127423.820000 sec): 3 clusters
  Score: Raw -1104992.583566 + Penalty 3062.615916 = -1101929.967650
  nChanged 8
		SP:Iteration 48Q (127424.020000 sec): 3 clusters
  Score: Raw -1104994.341434 + Penalty 3062.615916 = -1101931.725518
  nChanged 15
		SP:Iteration 49Q (127424.250000 sec): 3 clusters
  Score: Raw -1104998.035157 + Penalty 3062.615916 = -1101935.419241
  nChanged 19
		SP:Iteration 50Q (127424.490000 sec): 3 clusters
  Score: Raw -1105001.929907 + Penalty 3062.615916 = -1101939.313991
  nChanged 21
		SP:Iteration 51Q (127424.730000 sec): 3 clusters
  Score: Raw -1105004.810902 + Penalty 3062.615916 = -1101942.194986
  nChanged 18
		SP:Iteration 52Q (127425.000000 sec): 3 clusters
  Score: Raw -1105009.241906 + Penalty 3062.615916 = -1101946.625990
  nChanged 20
		SP:Iteration 53Q (127425.240000 sec): 3 clusters
  Score: Raw -1105012.441261 + Penalty 3062.615916 = -1101949.825345
  nChanged 14
		SP:Iteration 54Q (127425.500000 sec): 3 clusters
  Score: Raw -1105014.908499 + Penalty 3062.615916 = -1101952.292583
  nChanged 10
		SP:Iteration 55Q (127425.720000 sec): 3 clusters
  Score: Raw -1105017.066827 + Penalty 3062.615916 = -1101954.450911
  nChanged 13
		SP:Iteration 56Q (127425.950000 sec): 3 clusters
  Score: Raw -1105020.795811 + Penalty 3062.615916 = -1101958.179895
  nChanged 23
		SP:Iteration 57Q (127426.190000 sec): 3 clusters
  Score: Raw -1105028.530321 + Penalty 3062.615916 = -1101965.914405
  nChanged 35
		SP:Iteration 58Q (127426.380000 sec): 3 clusters
  Score: Raw -1105038.834713 + Penalty 3062.615916 = -1101976.218797
  nChanged 31
		SP:Iteration 59Q (127426.600000 sec): 3 clusters
  Score: Raw -1105048.184435 + Penalty 3062.615916 = -1101985.568519
  nChanged 24
		SP:Iteration 60F (127426.860000 sec): 3 clusters
  Score: Raw -1105054.891105 + Penalty 3062.615916 = -1101992.275189
  nChanged 21
		SP:Iteration 61Q (127427.150000 sec): 3 clusters
  Score: Raw -1105062.162566 + Penalty 3062.615916 = -1101999.546650
  nChanged 26
		SP:Iteration 62Q (127427.390000 sec): 3 clusters
  Score: Raw -1105072.334658 + Penalty 3062.615916 = -1102009.718742
  nChanged 34
		SP:Iteration 63Q (127427.590000 sec): 3 clusters
  Score: Raw -1105089.192252 + Penalty 3062.615916 = -1102026.576336
  nChanged 41
		SP:Iteration 64Q (127427.820000 sec): 3 clusters
  Score: Raw -1105113.697125 + Penalty 3062.615916 = -1102051.081209
  nChanged 50
		SP:Iteration 65Q (127428.080000 sec): 3 clusters
  Score: Raw -1105148.993854 + Penalty 3062.615916 = -1102086.377938
  nChanged 54
		SP:Iteration 66Q (127428.280000 sec): 3 clusters
  Score: Raw -1105190.162916 + Penalty 3062.615916 = -1102127.547000
  nChanged 56
		SP:Iteration 67Q (127428.510000 sec): 3 clusters
  Score: Raw -1105226.584200 + Penalty 3062.615916 = -1102163.968284
  nChanged 57
		SP:Iteration 68Q (127428.700000 sec): 3 clusters
  Score: Raw -1105248.692612 + Penalty 3062.615916 = -1102186.076696
  nChanged 36
		SP:Iteration 69Q (127428.900000 sec): 3 clusters
  Score: Raw -1105260.702299 + Penalty 3062.615916 = -1102198.086383
  nChanged 30
		SP:Iteration 70Q (127429.090000 sec): 3 clusters
  Score: Raw -1105269.940794 + Penalty 3062.615916 = -1102207.324878
  nChanged 23
		SP:Iteration 71Q (127429.350000 sec): 3 clusters
  Score: Raw -1105276.703806 + Penalty 3062.615916 = -1102214.087890
  nChanged 26
		SP:Iteration 72Q (127429.600000 sec): 3 clusters
  Score: Raw -1105286.601936 + Penalty 3062.615916 = -1102223.986020
  nChanged 39
		SP:Iteration 73Q (127429.840000 sec): 3 clusters
  Score: Raw -1105301.709376 + Penalty 3062.615916 = -1102239.093460
  nChanged 38
		SP:Iteration 74Q (127430.070000 sec): 3 clusters
  Score: Raw -1105312.607741 + Penalty 3062.615916 = -1102249.991825
  nChanged 29
		SP:Iteration 75Q (127430.320000 sec): 3 clusters
  Score: Raw -1105319.401311 + Penalty 3062.615916 = -1102256.785395
  nChanged 20
		SP:Iteration 76Q (127430.500000 sec): 3 clusters
  Score: Raw -1105324.581874 + Penalty 3062.615916 = -1102261.965958
  nChanged 18
		SP:Iteration 77Q (127430.710000 sec): 3 clusters
  Score: Raw -1105328.000987 + Penalty 3062.615916 = -1102265.385071
  nChanged 11
		SP:Iteration 78Q (127430.900000 sec): 3 clusters
  Score: Raw -1105329.905014 + Penalty 3062.615916 = -1102267.289098
  nChanged 10
		SP:Iteration 79Q (127431.160000 sec): 3 clusters
  Score: Raw -1105331.892930 + Penalty 3062.615916 = -1102269.277014
  nChanged 7
		SP:Iteration 80F (127431.420000 sec): 3 clusters
  Score: Raw -1105332.865576 + Penalty 3062.615916 = -1102270.249660
  nChanged 7
		SP:Iteration 81Q (127431.580000 sec): 3 clusters
  Score: Raw -1105334.081271 + Penalty 3062.615916 = -1102271.465355
  nChanged 6
		SP:Iteration 82Q (127431.820000 sec): 3 clusters
  Score: Raw -1105335.501441 + Penalty 3062.615916 = -1102272.885525
  nChanged 8
		SP:Iteration 83Q (127432.100000 sec): 3 clusters
  Score: Raw -1105337.373900 + Penalty 3062.615916 = -1102274.757984
  nChanged 11
		SP:Iteration 84Q (127432.340000 sec): 3 clusters
  Score: Raw -1105339.612891 + Penalty 3062.615916 = -1102276.996975
  nChanged 8
		SP:Iteration 85Q (127432.600000 sec): 3 clusters
  Score: Raw -1105341.154967 + Penalty 3062.615916 = -1102278.539051
  nChanged 9
		SP:Iteration 86Q (127432.840000 sec): 3 clusters
  Score: Raw -1105343.896183 + Penalty 3062.615916 = -1102281.280267
  nChanged 12
		SP:Iteration 87Q (127433.100000 sec): 3 clusters
  Score: Raw -1105347.007993 + Penalty 3062.615916 = -1102284.392077
  nChanged 13
		SP:Iteration 88Q (127433.330000 sec): 3 clusters
  Score: Raw -1105349.339136 + Penalty 3062.615916 = -1102286.723220
  nChanged 7
		SP:Iteration 89Q (127433.570000 sec): 3 clusters
  Score: Raw -1105350.937867 + Penalty 3062.615916 = -1102288.321951
  nChanged 8
		SP:Iteration 90Q (127433.750000 sec): 3 clusters
  Score: Raw -1105352.574145 + Penalty 3062.615916 = -1102289.958229
  nChanged 12
		SP:Iteration 91Q (127434.020000 sec): 3 clusters
  Score: Raw -1105355.402224 + Penalty 3062.615916 = -1102292.786308
  nChanged 4
		SP:Iteration 92Q (127434.260000 sec): 3 clusters
  Score: Raw -1105356.185427 + Penalty 3062.615916 = -1102293.569512
  nChanged 2
		SP:Iteration 93Q (127434.460000 sec): 3 clusters
  Score: Raw -1105356.571068 + Penalty 3062.615916 = -1102293.955152
  nChanged 1
		SP:Iteration 94Q (127434.640000 sec): 3 clusters
  Score: Raw -1105356.810828 + Penalty 3062.615916 = -1102294.194912
  nChanged 1
		SP:Iteration 95Q (127434.840000 sec): 3 clusters
  Score: Raw -1105356.905746 + Penalty 3062.615916 = -1102294.289830
  nChanged 3
		SP:Iteration 96Q (127435.030000 sec): 3 clusters
  Score: Raw -1105357.396759 + Penalty 3062.615916 = -1102294.780843
  nChanged 7
		SP:Iteration 97Q (127435.250000 sec): 3 clusters
  Score: Raw -1105358.392821 + Penalty 3062.615916 = -1102295.776905
  nChanged 4
		SP:Iteration 98Q (127435.450000 sec): 3 clusters
  Score: Raw -1105359.065461 + Penalty 3062.615916 = -1102296.449545
  nChanged 5
		SP:Iteration 99Q (127435.690000 sec): 3 clusters
  Score: Raw -1105359.888993 + Penalty 3062.615916 = -1102297.273078
  nChanged 5
		SP:Iteration 100F (127435.930000 sec): 3 clusters
  Score: Raw -1105360.519316 + Penalty 3062.615916 = -1102297.903400
  nChanged 5
		SP:Iteration 101Q (127436.160000 sec): 3 clusters
  Score: Raw -1105361.294258 + Penalty 3062.615916 = -1102298.678342
  nChanged 1
		SP:Iteration 102Q (127436.350000 sec): 3 clusters
  Score: Raw -1105361.389107 + Penalty 3062.615916 = -1102298.773191
  nChanged 1
		SP:Iteration 103Q (127436.640000 sec): 3 clusters
  Score: Raw -1105361.450731 + Penalty 3062.615916 = -1102298.834815
  nChanged 0
		SP:Iteration 104F (127436.800000 sec): 3 clusters
  Score: Raw -1105361.450731 + Penalty 3062.615916 = -1102298.834815
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 26 (53412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127437.170000 sec): 2 clusters
  Score: Raw -4632478.717299 + Penalty 1768.940992 = -4630709.776307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127437.690000 sec): 3 clusters
  Score: Raw -4598665.233602 + Penalty 3537.881984 = -4595127.351618
  nChanged 24914
		SP:Iteration 1F (127438.210000 sec): 3 clusters
  Score: Raw -4612736.913869 + Penalty 3537.881984 = -4609199.031886
  nChanged 2012
		SP:Iteration 2Q (127438.770000 sec): 3 clusters
  Score: Raw -4613276.767054 + Penalty 3537.881984 = -4609738.885071
  nChanged 2005
		SP:Iteration 3Q (127439.320000 sec): 3 clusters
  Score: Raw -4613864.833115 + Penalty 3537.881984 = -4610326.951131
  nChanged 2127
		SP:Iteration 4Q (127439.860000 sec): 3 clusters
  Score: Raw -4614630.495954 + Penalty 3537.881984 = -4611092.613970
  nChanged 2415
		SP:Iteration 5Q (127440.460000 sec): 3 clusters
  Score: Raw -4615727.890210 + Penalty 3537.881984 = -4612190.008226
  nChanged 2818
		SP:Iteration 6F (127441.000000 sec): 3 clusters
  Score: Raw -4617299.963131 + Penalty 3537.881984 = -4613762.081148
  nChanged 3277
		SP:Iteration 7F (127441.550000 sec): 3 clusters
  Score: Raw -4619495.051201 + Penalty 3537.881984 = -4615957.169217
  nChanged 3581
		SP:Iteration 8F (127442.040000 sec): 3 clusters
  Score: Raw -4622170.922807 + Penalty 3537.881984 = -4618633.040824
  nChanged 3647
		SP:Iteration 9F (127442.560000 sec): 3 clusters
  Score: Raw -4625165.696065 + Penalty 3537.881984 = -4621627.814081
  nChanged 3282
		SP:Iteration 10F (127443.060000 sec): 3 clusters
  Score: Raw -4628003.144519 + Penalty 3537.881984 = -4624465.262536
  nChanged 2499
		SP:Iteration 11Q (127443.580000 sec): 3 clusters
  Score: Raw -4630215.929794 + Penalty 3537.881984 = -4626678.047811
  nChanged 1511
		SP:Iteration 12Q (127444.130000 sec): 3 clusters
  Score: Raw -4631459.415392 + Penalty 3537.881984 = -4627921.533409
  nChanged 782
		SP:Iteration 13Q (127444.640000 sec): 3 clusters
  Score: Raw -4632098.665133 + Penalty 3537.881984 = -4628560.783149
  nChanged 370
		SP:Iteration 14Q (127445.110000 sec): 3 clusters
  Score: Raw -4632406.108978 + Penalty 3537.881984 = -4628868.226994
  nChanged 174
		SP:Iteration 15Q (127445.610000 sec): 3 clusters
  Score: Raw -4632561.516165 + Penalty 3537.881984 = -4629023.634182
  nChanged 85
		SP:Iteration 16Q (127446.090000 sec): 3 clusters
  Score: Raw -4632646.436070 + Penalty 3537.881984 = -4629108.554087
  nChanged 57
		SP:Iteration 17Q (127446.590000 sec): 3 clusters
  Score: Raw -4632696.908507 + Penalty 3537.881984 = -4629159.026524
  nChanged 23
		SP:Iteration 18Q (127447.060000 sec): 3 clusters
  Score: Raw -4632728.025411 + Penalty 3537.881984 = -4629190.143428
  nChanged 26
		SP:Iteration 19Q (127447.570000 sec): 3 clusters
  Score: Raw -4632756.991614 + Penalty 3537.881984 = -4629219.109630
  nChanged 21
		SP:Iteration 20F (127448.080000 sec): 3 clusters
  Score: Raw -4632781.271501 + Penalty 3537.881984 = -4629243.389518
  nChanged 11
		SP:Iteration 21Q (127448.550000 sec): 3 clusters
  Score: Raw -4632790.244095 + Penalty 3537.881984 = -4629252.362112
  nChanged 10
		SP:Iteration 22Q (127449.020000 sec): 3 clusters
  Score: Raw -4632802.430582 + Penalty 3537.881984 = -4629264.548598
  nChanged 6
		SP:Iteration 23Q (127449.540000 sec): 3 clusters
  Score: Raw -4632807.323077 + Penalty 3537.881984 = -4629269.441094
  nChanged 3
		SP:Iteration 24Q (127450.050000 sec): 3 clusters
  Score: Raw -4632810.748836 + Penalty 3537.881984 = -4629272.866852
  nChanged 4
		SP:Iteration 25Q (127450.530000 sec): 3 clusters
  Score: Raw -4632814.843147 + Penalty 3537.881984 = -4629276.961164
  nChanged 1
		SP:Iteration 26Q (127451.020000 sec): 3 clusters
  Score: Raw -4632815.368591 + Penalty 3537.881984 = -4629277.486608
  nChanged 0
		SP:Iteration 27F (127451.570000 sec): 3 clusters
  Score: Raw -4632815.368591 + Penalty 3537.881984 = -4629277.486608
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 27 (149401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127452.350000 sec): 2 clusters
  Score: Raw -12772938.963458 + Penalty 1936.088252 = -12771002.875205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127453.430000 sec): 3 clusters
  Score: Raw -12674329.086960 + Penalty 3872.176505 = -12670456.910456
  nChanged 72307
		SP:Iteration 1F (127454.500000 sec): 3 clusters
  Score: Raw -12717777.890121 + Penalty 3872.176505 = -12713905.713617
  nChanged 4918
		SP:Iteration 2Q (127455.680000 sec): 3 clusters
  Score: Raw -12719026.616257 + Penalty 3872.176505 = -12715154.439752
  nChanged 5142
		SP:Iteration 3Q (127456.970000 sec): 3 clusters
  Score: Raw -12720398.218689 + Penalty 3872.176505 = -12716526.042184
  nChanged 5180
		SP:Iteration 4Q (127458.250000 sec): 3 clusters
  Score: Raw -12721873.174491 + Penalty 3872.176505 = -12718000.997986
  nChanged 5378
		SP:Iteration 5Q (127459.420000 sec): 3 clusters
  Score: Raw -12723558.973702 + Penalty 3872.176505 = -12719686.797197
  nChanged 5699
		SP:Iteration 6Q (127460.600000 sec): 3 clusters
  Score: Raw -12725599.888731 + Penalty 3872.176505 = -12721727.712226
  nChanged 6224
		SP:Iteration 7Q (127461.840000 sec): 3 clusters
  Score: Raw -12728139.440694 + Penalty 3872.176505 = -12724267.264189
  nChanged 6875
		SP:Iteration 8Q (127463.100000 sec): 3 clusters
  Score: Raw -12731357.997475 + Penalty 3872.176505 = -12727485.820971
  nChanged 7607
		SP:Iteration 9F (127464.220000 sec): 3 clusters
  Score: Raw -12735535.826796 + Penalty 3872.176505 = -12731663.650292
  nChanged 8849
		SP:Iteration 10F (127465.370000 sec): 3 clusters
  Score: Raw -12741218.209697 + Penalty 3872.176505 = -12737346.033192
  nChanged 9815
		SP:Iteration 11F (127466.480000 sec): 3 clusters
  Score: Raw -12748307.912522 + Penalty 3872.176505 = -12744435.736017
  nChanged 9738
		SP:Iteration 12F (127467.640000 sec): 3 clusters
  Score: Raw -12755909.673633 + Penalty 3872.176505 = -12752037.497128
  nChanged 8409
		SP:Iteration 13F (127468.780000 sec): 3 clusters
  Score: Raw -12762745.687489 + Penalty 3872.176505 = -12758873.510984
  nChanged 6033
		SP:Iteration 14Q (127469.970000 sec): 3 clusters
  Score: Raw -12767658.755467 + Penalty 3872.176505 = -12763786.578962
  nChanged 3616
		SP:Iteration 15Q (127471.110000 sec): 3 clusters
  Score: Raw -12770524.334670 + Penalty 3872.176505 = -12766652.158165
  nChanged 1861
		SP:Iteration 16Q (127472.270000 sec): 3 clusters
  Score: Raw -12771934.778405 + Penalty 3872.176505 = -12768062.601900
  nChanged 884
		SP:Iteration 17Q (127473.460000 sec): 3 clusters
  Score: Raw -12772586.584009 + Penalty 3872.176505 = -12768714.407504
  nChanged 379
		SP:Iteration 18Q (127474.610000 sec): 3 clusters
  Score: Raw -12772870.305959 + Penalty 3872.176505 = -12768998.129454
  nChanged 164
		SP:Iteration 19Q (127475.760000 sec): 3 clusters
  Score: Raw -12772990.009950 + Penalty 3872.176505 = -12769117.833445
  nChanged 88
		SP:Iteration 20F (127476.820000 sec): 3 clusters
  Score: Raw -12773053.216988 + Penalty 3872.176505 = -12769181.040484
  nChanged 54
		SP:Iteration 21Q (127477.920000 sec): 3 clusters
  Score: Raw -12773092.826176 + Penalty 3872.176505 = -12769220.649671
  nChanged 45
		SP:Iteration 22Q (127478.990000 sec): 3 clusters
  Score: Raw -12773133.501634 + Penalty 3872.176505 = -12769261.325129
  nChanged 36
		SP:Iteration 23Q (127480.050000 sec): 3 clusters
  Score: Raw -12773163.093768 + Penalty 3872.176505 = -12769290.917263
  nChanged 29
		SP:Iteration 24Q (127481.130000 sec): 3 clusters
  Score: Raw -12773187.215135 + Penalty 3872.176505 = -12769315.038631
  nChanged 22
		SP:Iteration 25Q (127482.280000 sec): 3 clusters
  Score: Raw -12773207.697233 + Penalty 3872.176505 = -12769335.520728
  nChanged 16
		SP:Iteration 26Q (127483.470000 sec): 3 clusters
  Score: Raw -12773222.719843 + Penalty 3872.176505 = -12769350.543338
  nChanged 12
		SP:Iteration 27Q (127484.690000 sec): 3 clusters
  Score: Raw -12773235.342025 + Penalty 3872.176505 = -12769363.165520
  nChanged 12
		SP:Iteration 28Q (127485.810000 sec): 3 clusters
  Score: Raw -12773244.983752 + Penalty 3872.176505 = -12769372.807248
  nChanged 7
		SP:Iteration 29Q (127486.830000 sec): 3 clusters
  Score: Raw -12773249.729931 + Penalty 3872.176505 = -12769377.553426
  nChanged 6
		SP:Iteration 30Q (127487.860000 sec): 3 clusters
  Score: Raw -12773253.581524 + Penalty 3872.176505 = -12769381.405020
  nChanged 3
		SP:Iteration 31Q (127489.050000 sec): 3 clusters
  Score: Raw -12773256.286808 + Penalty 3872.176505 = -12769384.110303
  nChanged 1
		SP:Iteration 32Q (127490.260000 sec): 3 clusters
  Score: Raw -12773257.079350 + Penalty 3872.176505 = -12769384.902845
  nChanged 1
		SP:Iteration 33Q (127491.470000 sec): 3 clusters
  Score: Raw -12773257.997138 + Penalty 3872.176505 = -12769385.820633
  nChanged 1
		SP:Iteration 34Q (127492.680000 sec): 3 clusters
  Score: Raw -12773259.301540 + Penalty 3872.176505 = -12769387.125036
  nChanged 2
		SP:Iteration 35Q (127493.880000 sec): 3 clusters
  Score: Raw -12773260.790106 + Penalty 3872.176505 = -12769388.613601
  nChanged 0
		SP:Iteration 36F (127495.040000 sec): 3 clusters
  Score: Raw -12773260.790106 + Penalty 3872.176505 = -12769388.613601
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 28 (6265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127495.190000 sec): 2 clusters
  Score: Raw -523101.499432 + Penalty 1420.694253 = -521680.805178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127495.360000 sec): 3 clusters
  Score: Raw -519801.457236 + Penalty 2841.388507 = -516960.068730
  nChanged 2614
		SP:Iteration 1F (127495.520000 sec): 3 clusters
  Score: Raw -521324.106319 + Penalty 2841.388507 = -518482.717812
  nChanged 498
		SP:Iteration 2F (127495.730000 sec): 3 clusters
  Score: Raw -521668.855814 + Penalty 2841.388507 = -518827.467307
  nChanged 418
		SP:Iteration 3F (127495.890000 sec): 3 clusters
  Score: Raw -521955.909315 + Penalty 2841.388507 = -519114.520808
  nChanged 381
		SP:Iteration 4F (127496.110000 sec): 3 clusters
  Score: Raw -522214.517686 + Penalty 2841.388507 = -519373.129179
  nChanged 358
		SP:Iteration 5F (127496.260000 sec): 3 clusters
  Score: Raw -522457.797991 + Penalty 2841.388507 = -519616.409484
  nChanged 323
		SP:Iteration 6F (127496.420000 sec): 3 clusters
  Score: Raw -522671.877825 + Penalty 2841.388507 = -519830.489318
  nChanged 282
		SP:Iteration 7Q (127496.570000 sec): 3 clusters
  Score: Raw -522855.717017 + Penalty 2841.388507 = -520014.328510
  nChanged 239
		SP:Iteration 8Q (127496.720000 sec): 3 clusters
  Score: Raw -523025.802977 + Penalty 2841.388507 = -520184.414470
  nChanged 228
		SP:Iteration 9Q (127496.870000 sec): 3 clusters
  Score: Raw -523177.211866 + Penalty 2841.388507 = -520335.823359
  nChanged 211
		SP:Iteration 10Q (127497.040000 sec): 3 clusters
  Score: Raw -523313.721065 + Penalty 2841.388507 = -520472.332559
  nChanged 180
		SP:Iteration 11Q (127497.200000 sec): 3 clusters
  Score: Raw -523430.495809 + Penalty 2841.388507 = -520589.107302
  nChanged 149
		SP:Iteration 12Q (127497.390000 sec): 3 clusters
  Score: Raw -523507.201850 + Penalty 2841.388507 = -520665.813343
  nChanged 104
		SP:Iteration 13Q (127497.570000 sec): 3 clusters
  Score: Raw -523564.256795 + Penalty 2841.388507 = -520722.868288
  nChanged 94
		SP:Iteration 14Q (127497.740000 sec): 3 clusters
  Score: Raw -523611.685648 + Penalty 2841.388507 = -520770.297141
  nChanged 80
		SP:Iteration 15Q (127497.910000 sec): 3 clusters
  Score: Raw -523656.571566 + Penalty 2841.388507 = -520815.183059
  nChanged 87
		SP:Iteration 16Q (127498.070000 sec): 3 clusters
  Score: Raw -523705.969400 + Penalty 2841.388507 = -520864.580893
  nChanged 91
		SP:Iteration 17Q (127498.240000 sec): 3 clusters
  Score: Raw -523754.433971 + Penalty 2841.388507 = -520913.045464
  nChanged 84
		SP:Iteration 18Q (127498.400000 sec): 3 clusters
  Score: Raw -523796.021765 + Penalty 2841.388507 = -520954.633258
  nChanged 63
		SP:Iteration 19Q (127498.570000 sec): 3 clusters
  Score: Raw -523823.276991 + Penalty 2841.388507 = -520981.888484
  nChanged 40
		SP:Iteration 20F (127498.730000 sec): 3 clusters
  Score: Raw -523841.896538 + Penalty 2841.388507 = -521000.508031
  nChanged 37
		SP:Iteration 21Q (127498.900000 sec): 3 clusters
  Score: Raw -523854.646830 + Penalty 2841.388507 = -521013.258323
  nChanged 30
		SP:Iteration 22Q (127499.060000 sec): 3 clusters
  Score: Raw -523866.154438 + Penalty 2841.388507 = -521024.765931
  nChanged 35
		SP:Iteration 23Q (127499.260000 sec): 3 clusters
  Score: Raw -523878.607759 + Penalty 2841.388507 = -521037.219252
  nChanged 31
		SP:Iteration 24Q (127499.440000 sec): 3 clusters
  Score: Raw -523886.759903 + Penalty 2841.388507 = -521045.371396
  nChanged 19
		SP:Iteration 25Q (127499.600000 sec): 3 clusters
  Score: Raw -523890.828039 + Penalty 2841.388507 = -521049.439532
  nChanged 12
		SP:Iteration 26Q (127499.770000 sec): 3 clusters
  Score: Raw -523893.840310 + Penalty 2841.388507 = -521052.451803
  nChanged 8
		SP:Iteration 27Q (127499.990000 sec): 3 clusters
  Score: Raw -523895.486470 + Penalty 2841.388507 = -521054.097963
  nChanged 9
		SP:Iteration 28Q (127500.160000 sec): 3 clusters
  Score: Raw -523896.719164 + Penalty 2841.388507 = -521055.330657
  nChanged 3
		SP:Iteration 29Q (127500.310000 sec): 3 clusters
  Score: Raw -523897.653549 + Penalty 2841.388507 = -521056.265042
  nChanged 5
		SP:Iteration 30Q (127500.490000 sec): 3 clusters
  Score: Raw -523898.307040 + Penalty 2841.388507 = -521056.918533
  nChanged 2
		SP:Iteration 31Q (127500.660000 sec): 3 clusters
  Score: Raw -523899.053156 + Penalty 2841.388507 = -521057.664649
  nChanged 4
		SP:Iteration 32Q (127500.860000 sec): 3 clusters
  Score: Raw -523900.129509 + Penalty 2841.388507 = -521058.741002
  nChanged 5
		SP:Iteration 33Q (127501.020000 sec): 3 clusters
  Score: Raw -523901.132373 + Penalty 2841.388507 = -521059.743866
  nChanged 3
		SP:Iteration 34Q (127501.180000 sec): 3 clusters
  Score: Raw -523901.516245 + Penalty 2841.388507 = -521060.127738
  nChanged 3
		SP:Iteration 35Q (127501.340000 sec): 3 clusters
  Score: Raw -523901.844043 + Penalty 2841.388507 = -521060.455536
  nChanged 0
		SP:Iteration 36F (127501.500000 sec): 3 clusters
  Score: Raw -523901.844043 + Penalty 2841.388507 = -521060.455536
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 29 (3656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127501.580000 sec): 2 clusters
  Score: Raw -286099.740131 + Penalty 1333.170302 = -284766.569830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127501.780000 sec): 3 clusters
  Score: Raw -284286.113597 + Penalty 2666.340603 = -281619.772994
  nChanged 1436
		SP:Iteration 1F (127501.960000 sec): 3 clusters
  Score: Raw -285176.011685 + Penalty 2666.340603 = -282509.671082
  nChanged 312
		SP:Iteration 2F (127502.130000 sec): 3 clusters
  Score: Raw -285426.986908 + Penalty 2666.340603 = -282760.646305
  nChanged 234
		SP:Iteration 3F (127502.310000 sec): 3 clusters
  Score: Raw -285608.859188 + Penalty 2666.340603 = -282942.518585
  nChanged 174
		SP:Iteration 4Q (127502.480000 sec): 3 clusters
  Score: Raw -285755.896393 + Penalty 2666.340603 = -283089.555790
  nChanged 155
		SP:Iteration 5Q (127502.660000 sec): 3 clusters
  Score: Raw -285906.488673 + Penalty 2666.340603 = -283240.148069
  nChanged 175
		SP:Iteration 6Q (127502.840000 sec): 3 clusters
  Score: Raw -286066.450124 + Penalty 2666.340603 = -283400.109521
  nChanged 175
		SP:Iteration 7Q (127503.030000 sec): 3 clusters
  Score: Raw -286205.683412 + Penalty 2666.340603 = -283539.342809
  nChanged 135
		SP:Iteration 8Q (127503.180000 sec): 3 clusters
  Score: Raw -286311.565834 + Penalty 2666.340603 = -283645.225231
  nChanged 125
		SP:Iteration 9Q (127503.360000 sec): 3 clusters
  Score: Raw -286395.596574 + Penalty 2666.340603 = -283729.255970
  nChanged 91
		SP:Iteration 10Q (127503.540000 sec): 3 clusters
  Score: Raw -286453.822667 + Penalty 2666.340603 = -283787.482064
  nChanged 76
		SP:Iteration 11Q (127503.710000 sec): 3 clusters
  Score: Raw -286494.718496 + Penalty 2666.340603 = -283828.377893
  nChanged 58
		SP:Iteration 12Q (127503.890000 sec): 3 clusters
  Score: Raw -286528.908722 + Penalty 2666.340603 = -283862.568119
  nChanged 57
		SP:Iteration 13Q (127504.060000 sec): 3 clusters
  Score: Raw -286564.479095 + Penalty 2666.340603 = -283898.138492
  nChanged 52
		SP:Iteration 14Q (127504.240000 sec): 3 clusters
  Score: Raw -286588.353514 + Penalty 2666.340603 = -283922.012911
  nChanged 41
		SP:Iteration 15Q (127504.420000 sec): 3 clusters
  Score: Raw -286602.873698 + Penalty 2666.340603 = -283936.533095
  nChanged 30
		SP:Iteration 16Q (127504.590000 sec): 3 clusters
  Score: Raw -286612.598132 + Penalty 2666.340603 = -283946.257529
  nChanged 22
		SP:Iteration 17Q (127504.810000 sec): 3 clusters
  Score: Raw -286622.538098 + Penalty 2666.340603 = -283956.197495
  nChanged 20
		SP:Iteration 18Q (127505.000000 sec): 3 clusters
  Score: Raw -286629.631244 + Penalty 2666.340603 = -283963.290641
  nChanged 15
		SP:Iteration 19Q (127505.160000 sec): 3 clusters
  Score: Raw -286634.362973 + Penalty 2666.340603 = -283968.022370
  nChanged 12
		SP:Iteration 20F (127505.330000 sec): 3 clusters
  Score: Raw -286637.593428 + Penalty 2666.340603 = -283971.252825
  nChanged 8
		SP:Iteration 21Q (127505.510000 sec): 3 clusters
  Score: Raw -286640.413750 + Penalty 2666.340603 = -283974.073147
  nChanged 8
		SP:Iteration 22Q (127505.680000 sec): 3 clusters
  Score: Raw -286642.655704 + Penalty 2666.340603 = -283976.315101
  nChanged 6
		SP:Iteration 23Q (127505.860000 sec): 3 clusters
  Score: Raw -286644.437170 + Penalty 2666.340603 = -283978.096567
  nChanged 9
		SP:Iteration 24Q (127506.030000 sec): 3 clusters
  Score: Raw -286646.453004 + Penalty 2666.340603 = -283980.112401
  nChanged 4
		SP:Iteration 25Q (127506.210000 sec): 3 clusters
  Score: Raw -286647.304779 + Penalty 2666.340603 = -283980.964176
  nChanged 1
		SP:Iteration 26Q (127506.380000 sec): 3 clusters
  Score: Raw -286647.424751 + Penalty 2666.340603 = -283981.084148
  nChanged 0
		SP:Iteration 27F (127506.560000 sec): 3 clusters
  Score: Raw -286647.424751 + Penalty 2666.340603 = -283981.084148
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 30 (3886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127506.670000 sec): 2 clusters
  Score: Raw -333700.074500 + Penalty 1343.084540 = -332356.989960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127506.840000 sec): 3 clusters
  Score: Raw -331744.135711 + Penalty 2686.169080 = -329057.966631
  nChanged 1542
		SP:Iteration 1F (127507.020000 sec): 3 clusters
  Score: Raw -332548.215380 + Penalty 2686.169080 = -329862.046300
  nChanged 290
		SP:Iteration 2F (127507.200000 sec): 3 clusters
  Score: Raw -332713.237118 + Penalty 2686.169080 = -330027.068038
  nChanged 207
		SP:Iteration 3F (127507.370000 sec): 3 clusters
  Score: Raw -332843.968915 + Penalty 2686.169080 = -330157.799835
  nChanged 168
		SP:Iteration 4Q (127507.550000 sec): 3 clusters
  Score: Raw -332931.233004 + Penalty 2686.169080 = -330245.063924
  nChanged 124
		SP:Iteration 5Q (127507.720000 sec): 3 clusters
  Score: Raw -332998.333643 + Penalty 2686.169080 = -330312.164563
  nChanged 102
		SP:Iteration 6Q (127507.900000 sec): 3 clusters
  Score: Raw -333051.086329 + Penalty 2686.169080 = -330364.917249
  nChanged 101
		SP:Iteration 7Q (127508.070000 sec): 3 clusters
  Score: Raw -333109.567140 + Penalty 2686.169080 = -330423.398061
  nChanged 94
		SP:Iteration 8Q (127508.250000 sec): 3 clusters
  Score: Raw -333153.766254 + Penalty 2686.169080 = -330467.597174
  nChanged 73
		SP:Iteration 9Q (127508.420000 sec): 3 clusters
  Score: Raw -333191.178235 + Penalty 2686.169080 = -330505.009155
  nChanged 73
		SP:Iteration 10Q (127508.600000 sec): 3 clusters
  Score: Raw -333228.167171 + Penalty 2686.169080 = -330541.998091
  nChanged 72
		SP:Iteration 11Q (127508.780000 sec): 3 clusters
  Score: Raw -333262.520414 + Penalty 2686.169080 = -330576.351334
  nChanged 68
		SP:Iteration 12Q (127508.950000 sec): 3 clusters
  Score: Raw -333305.973045 + Penalty 2686.169080 = -330619.803965
  nChanged 86
		SP:Iteration 13Q (127509.130000 sec): 3 clusters
  Score: Raw -333362.927108 + Penalty 2686.169080 = -330676.758028
  nChanged 84
		SP:Iteration 14Q (127509.300000 sec): 3 clusters
  Score: Raw -333417.099071 + Penalty 2686.169080 = -330730.929991
  nChanged 84
		SP:Iteration 15Q (127509.480000 sec): 3 clusters
  Score: Raw -333480.151565 + Penalty 2686.169080 = -330793.982486
  nChanged 71
		SP:Iteration 16Q (127509.660000 sec): 3 clusters
  Score: Raw -333528.607207 + Penalty 2686.169080 = -330842.438127
  nChanged 69
		SP:Iteration 17Q (127509.830000 sec): 3 clusters
  Score: Raw -333582.155306 + Penalty 2686.169080 = -330895.986226
  nChanged 72
		SP:Iteration 18Q (127510.010000 sec): 3 clusters
  Score: Raw -333644.378259 + Penalty 2686.169080 = -330958.209179
  nChanged 66
		SP:Iteration 19Q (127510.180000 sec): 3 clusters
  Score: Raw -333700.556359 + Penalty 2686.169080 = -331014.387279
  nChanged 48
		SP:Iteration 20F (127510.360000 sec): 3 clusters
  Score: Raw -333741.260243 + Penalty 2686.169080 = -331055.091164
  nChanged 37
		SP:Iteration 21Q (127510.540000 sec): 3 clusters
  Score: Raw -333773.151682 + Penalty 2686.169080 = -331086.982602
  nChanged 24
		SP:Iteration 22Q (127510.710000 sec): 3 clusters
  Score: Raw -333792.212921 + Penalty 2686.169080 = -331106.043841
  nChanged 23
		SP:Iteration 23Q (127510.890000 sec): 3 clusters
  Score: Raw -333812.006534 + Penalty 2686.169080 = -331125.837455
  nChanged 20
		SP:Iteration 24Q (127511.060000 sec): 3 clusters
  Score: Raw -333827.003108 + Penalty 2686.169080 = -331140.834028
  nChanged 14
		SP:Iteration 25Q (127511.240000 sec): 3 clusters
  Score: Raw -333840.917045 + Penalty 2686.169080 = -331154.747965
  nChanged 9
		SP:Iteration 26Q (127511.300000 sec): 3 clusters
  Score: Raw -333851.743021 + Penalty 2686.169080 = -331165.573941
  nChanged 5
		SP:Iteration 27Q (127511.500000 sec): 3 clusters
  Score: Raw -333855.793446 + Penalty 2686.169080 = -331169.624366
  nChanged 1
		SP:Iteration 28Q (127511.680000 sec): 3 clusters
  Score: Raw -333856.787188 + Penalty 2686.169080 = -331170.618108
  nChanged 1
		SP:Iteration 29Q (127511.860000 sec): 3 clusters
  Score: Raw -333858.601390 + Penalty 2686.169080 = -331172.432311
  nChanged 1
		SP:Iteration 30Q (127512.030000 sec): 3 clusters
  Score: Raw -333858.694046 + Penalty 2686.169080 = -331172.524966
  nChanged 0
		SP:Iteration 31F (127512.230000 sec): 3 clusters
  Score: Raw -333858.694046 + Penalty 2686.169080 = -331172.524966
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 31 (5709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127512.320000 sec): 2 clusters
  Score: Raw -452165.578361 + Penalty 1405.592363 = -450759.985998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127512.490000 sec): 3 clusters
  Score: Raw -449116.502075 + Penalty 2811.184726 = -446305.317349
  nChanged 2425
		SP:Iteration 1F (127512.660000 sec): 3 clusters
  Score: Raw -450506.707206 + Penalty 2811.184726 = -447695.522480
  nChanged 443
		SP:Iteration 2F (127512.820000 sec): 3 clusters
  Score: Raw -450794.695273 + Penalty 2811.184726 = -447983.510548
  nChanged 360
		SP:Iteration 3F (127512.990000 sec): 3 clusters
  Score: Raw -451044.882085 + Penalty 2811.184726 = -448233.697359
  nChanged 337
		SP:Iteration 4F (127513.160000 sec): 3 clusters
  Score: Raw -451325.928528 + Penalty 2811.184726 = -448514.743803
  nChanged 327
		SP:Iteration 5F (127513.320000 sec): 3 clusters
  Score: Raw -451591.492738 + Penalty 2811.184726 = -448780.308012
  nChanged 293
		SP:Iteration 6F (127513.520000 sec): 3 clusters
  Score: Raw -451801.580400 + Penalty 2811.184726 = -448990.395674
  nChanged 257
		SP:Iteration 7Q (127513.690000 sec): 3 clusters
  Score: Raw -451953.323858 + Penalty 2811.184726 = -449142.139132
  nChanged 198
		SP:Iteration 8Q (127513.860000 sec): 3 clusters
  Score: Raw -452076.179587 + Penalty 2811.184726 = -449264.994861
  nChanged 176
		SP:Iteration 9Q (127514.020000 sec): 3 clusters
  Score: Raw -452173.443498 + Penalty 2811.184726 = -449362.258772
  nChanged 145
		SP:Iteration 10Q (127514.230000 sec): 3 clusters
  Score: Raw -452278.522382 + Penalty 2811.184726 = -449467.337656
  nChanged 158
		SP:Iteration 11Q (127514.380000 sec): 3 clusters
  Score: Raw -452421.544854 + Penalty 2811.184726 = -449610.360128
  nChanged 133
		SP:Iteration 12Q (127514.530000 sec): 3 clusters
  Score: Raw -452524.711551 + Penalty 2811.184726 = -449713.526825
  nChanged 121
		SP:Iteration 13Q (127514.700000 sec): 3 clusters
  Score: Raw -452603.914348 + Penalty 2811.184726 = -449792.729623
  nChanged 93
		SP:Iteration 14Q (127514.880000 sec): 3 clusters
  Score: Raw -452646.604965 + Penalty 2811.184726 = -449835.420239
  nChanged 83
		SP:Iteration 15Q (127515.030000 sec): 3 clusters
  Score: Raw -452677.333194 + Penalty 2811.184726 = -449866.148468
  nChanged 70
		SP:Iteration 16Q (127515.180000 sec): 3 clusters
  Score: Raw -452699.821109 + Penalty 2811.184726 = -449888.636383
  nChanged 64
		SP:Iteration 17Q (127515.330000 sec): 3 clusters
  Score: Raw -452725.309083 + Penalty 2811.184726 = -449914.124357
  nChanged 57
		SP:Iteration 18Q (127515.480000 sec): 3 clusters
  Score: Raw -452745.013549 + Penalty 2811.184726 = -449933.828823
  nChanged 48
		SP:Iteration 19Q (127515.670000 sec): 3 clusters
  Score: Raw -452762.703071 + Penalty 2811.184726 = -449951.518346
  nChanged 55
		SP:Iteration 20F (127515.820000 sec): 3 clusters
  Score: Raw -452782.482107 + Penalty 2811.184726 = -449971.297381
  nChanged 45
		SP:Iteration 21Q (127516.040000 sec): 3 clusters
  Score: Raw -452800.721484 + Penalty 2811.184726 = -449989.536758
  nChanged 43
		SP:Iteration 22Q (127516.210000 sec): 3 clusters
  Score: Raw -452815.026199 + Penalty 2811.184726 = -450003.841474
  nChanged 37
		SP:Iteration 23Q (127516.360000 sec): 3 clusters
  Score: Raw -452828.221802 + Penalty 2811.184726 = -450017.037076
  nChanged 30
		SP:Iteration 24Q (127516.510000 sec): 3 clusters
  Score: Raw -452840.678413 + Penalty 2811.184726 = -450029.493687
  nChanged 35
		SP:Iteration 25Q (127516.660000 sec): 3 clusters
  Score: Raw -452854.517835 + Penalty 2811.184726 = -450043.333109
  nChanged 43
		SP:Iteration 26Q (127516.810000 sec): 3 clusters
  Score: Raw -452869.997901 + Penalty 2811.184726 = -450058.813176
  nChanged 39
		SP:Iteration 27Q (127516.960000 sec): 3 clusters
  Score: Raw -452883.417545 + Penalty 2811.184726 = -450072.232819
  nChanged 35
		SP:Iteration 28Q (127517.120000 sec): 3 clusters
  Score: Raw -452894.979875 + Penalty 2811.184726 = -450083.795149
  nChanged 34
		SP:Iteration 29Q (127517.270000 sec): 3 clusters
  Score: Raw -452906.064689 + Penalty 2811.184726 = -450094.879963
  nChanged 36
		SP:Iteration 30Q (127517.450000 sec): 3 clusters
  Score: Raw -452924.217074 + Penalty 2811.184726 = -450113.032348
  nChanged 35
		SP:Iteration 31Q (127517.620000 sec): 3 clusters
  Score: Raw -452938.901162 + Penalty 2811.184726 = -450127.716437
  nChanged 34
		SP:Iteration 32Q (127517.740000 sec): 3 clusters
  Score: Raw -452954.666309 + Penalty 2811.184726 = -450143.481583
  nChanged 33
		SP:Iteration 33Q (127517.900000 sec): 3 clusters
  Score: Raw -452967.680061 + Penalty 2811.184726 = -450156.495336
  nChanged 26
		SP:Iteration 34Q (127518.050000 sec): 3 clusters
  Score: Raw -452978.244781 + Penalty 2811.184726 = -450167.060055
  nChanged 24
		SP:Iteration 35Q (127518.200000 sec): 3 clusters
  Score: Raw -452992.106024 + Penalty 2811.184726 = -450180.921299
  nChanged 37
		SP:Iteration 36Q (127518.350000 sec): 3 clusters
  Score: Raw -453011.230211 + Penalty 2811.184726 = -450200.045485
  nChanged 31
		SP:Iteration 37Q (127518.520000 sec): 3 clusters
  Score: Raw -453025.600211 + Penalty 2811.184726 = -450214.415485
  nChanged 32
		SP:Iteration 38Q (127518.680000 sec): 3 clusters
  Score: Raw -453039.783021 + Penalty 2811.184726 = -450228.598295
  nChanged 27
		SP:Iteration 39Q (127518.840000 sec): 3 clusters
  Score: Raw -453048.333679 + Penalty 2811.184726 = -450237.148954
  nChanged 23
		SP:Iteration 40F (127519.010000 sec): 3 clusters
  Score: Raw -453055.897970 + Penalty 2811.184726 = -450244.713244
  nChanged 24
		SP:Iteration 41Q (127519.180000 sec): 3 clusters
  Score: Raw -453066.320675 + Penalty 2811.184726 = -450255.135949
  nChanged 17
		SP:Iteration 42Q (127519.340000 sec): 3 clusters
  Score: Raw -453070.498153 + Penalty 2811.184726 = -450259.313427
  nChanged 14
		SP:Iteration 43Q (127519.500000 sec): 3 clusters
  Score: Raw -453074.555494 + Penalty 2811.184726 = -450263.370769
  nChanged 19
		SP:Iteration 44Q (127519.670000 sec): 3 clusters
  Score: Raw -453082.403520 + Penalty 2811.184726 = -450271.218795
  nChanged 24
		SP:Iteration 45Q (127519.830000 sec): 3 clusters
  Score: Raw -453093.655791 + Penalty 2811.184726 = -450282.471065
  nChanged 21
		SP:Iteration 46Q (127520.000000 sec): 3 clusters
  Score: Raw -453103.124598 + Penalty 2811.184726 = -450291.939872
  nChanged 16
		SP:Iteration 47Q (127520.160000 sec): 3 clusters
  Score: Raw -453113.286454 + Penalty 2811.184726 = -450302.101728
  nChanged 25
		SP:Iteration 48Q (127520.380000 sec): 3 clusters
  Score: Raw -453126.558013 + Penalty 2811.184726 = -450315.373287
  nChanged 24
		SP:Iteration 49Q (127520.550000 sec): 3 clusters
  Score: Raw -453136.052385 + Penalty 2811.184726 = -450324.867659
  nChanged 24
		SP:Iteration 50Q (127520.700000 sec): 3 clusters
  Score: Raw -453145.148423 + Penalty 2811.184726 = -450333.963697
  nChanged 24
		SP:Iteration 51Q (127520.860000 sec): 3 clusters
  Score: Raw -453156.942010 + Penalty 2811.184726 = -450345.757284
  nChanged 27
		SP:Iteration 52Q (127521.060000 sec): 3 clusters
  Score: Raw -453169.371576 + Penalty 2811.184726 = -450358.186851
  nChanged 27
		SP:Iteration 53Q (127521.270000 sec): 3 clusters
  Score: Raw -453184.024884 + Penalty 2811.184726 = -450372.840158
  nChanged 35
		SP:Iteration 54Q (127521.440000 sec): 3 clusters
  Score: Raw -453202.525473 + Penalty 2811.184726 = -450391.340747
  nChanged 27
		SP:Iteration 55Q (127521.640000 sec): 3 clusters
  Score: Raw -453216.846984 + Penalty 2811.184726 = -450405.662259
  nChanged 24
		SP:Iteration 56Q (127521.810000 sec): 3 clusters
  Score: Raw -453231.420343 + Penalty 2811.184726 = -450420.235618
  nChanged 24
		SP:Iteration 57Q (127521.990000 sec): 3 clusters
  Score: Raw -453245.007010 + Penalty 2811.184726 = -450433.822285
  nChanged 27
		SP:Iteration 58Q (127522.150000 sec): 3 clusters
  Score: Raw -453263.409594 + Penalty 2811.184726 = -450452.224868
  nChanged 25
		SP:Iteration 59Q (127522.280000 sec): 3 clusters
  Score: Raw -453285.008833 + Penalty 2811.184726 = -450473.824108
  nChanged 24
		SP:Iteration 60F (127522.460000 sec): 3 clusters
  Score: Raw -453303.082307 + Penalty 2811.184726 = -450491.897582
  nChanged 21
		SP:Iteration 61Q (127522.590000 sec): 3 clusters
  Score: Raw -453312.918725 + Penalty 2811.184726 = -450501.733999
  nChanged 18
		SP:Iteration 62Q (127522.740000 sec): 3 clusters
  Score: Raw -453321.440494 + Penalty 2811.184726 = -450510.255769
  nChanged 17
		SP:Iteration 63Q (127522.900000 sec): 3 clusters
  Score: Raw -453327.785131 + Penalty 2811.184726 = -450516.600405
  nChanged 9
		SP:Iteration 64Q (127523.050000 sec): 3 clusters
  Score: Raw -453330.460231 + Penalty 2811.184726 = -450519.275505
  nChanged 8
		SP:Iteration 65Q (127523.230000 sec): 3 clusters
  Score: Raw -453332.171225 + Penalty 2811.184726 = -450520.986500
  nChanged 3
		SP:Iteration 66Q (127523.390000 sec): 3 clusters
  Score: Raw -453332.719091 + Penalty 2811.184726 = -450521.534366
  nChanged 2
		SP:Iteration 67Q (127523.570000 sec): 3 clusters
  Score: Raw -453333.273668 + Penalty 2811.184726 = -450522.088942
  nChanged 2
		SP:Iteration 68Q (127523.730000 sec): 3 clusters
  Score: Raw -453333.604301 + Penalty 2811.184726 = -450522.419575
  nChanged 1
		SP:Iteration 69Q (127523.900000 sec): 3 clusters
  Score: Raw -453333.744290 + Penalty 2811.184726 = -450522.559564
  nChanged 1
		SP:Iteration 70Q (127524.080000 sec): 3 clusters
  Score: Raw -453333.917364 + Penalty 2811.184726 = -450522.732638
  nChanged 1
		SP:Iteration 71Q (127524.270000 sec): 3 clusters
  Score: Raw -453334.194753 + Penalty 2811.184726 = -450523.010027
  nChanged 0
		SP:Iteration 72F (127524.460000 sec): 3 clusters
  Score: Raw -453334.194753 + Penalty 2811.184726 = -450523.010027
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 32 (21110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127524.670000 sec): 2 clusters
  Score: Raw -1789685.772214 + Penalty 1618.094098 = -1788067.678116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127524.990000 sec): 3 clusters
  Score: Raw -1776849.149499 + Penalty 3236.188196 = -1773612.961303
  nChanged 9563
		SP:Iteration 1F (127525.270000 sec): 3 clusters
  Score: Raw -1782101.226649 + Penalty 3236.188196 = -1778865.038453
  nChanged 1033
		SP:Iteration 2Q (127525.560000 sec): 3 clusters
  Score: Raw -1782484.116128 + Penalty 3236.188196 = -1779247.927933
  nChanged 1048
		SP:Iteration 3Q (127525.920000 sec): 3 clusters
  Score: Raw -1782917.734771 + Penalty 3236.188196 = -1779681.546575
  nChanged 1174
		SP:Iteration 4F (127526.190000 sec): 3 clusters
  Score: Raw -1783510.442019 + Penalty 3236.188196 = -1780274.253823
  nChanged 1319
		SP:Iteration 5F (127526.540000 sec): 3 clusters
  Score: Raw -1784325.081822 + Penalty 3236.188196 = -1781088.893626
  nChanged 1509
		SP:Iteration 6F (127526.840000 sec): 3 clusters
  Score: Raw -1785418.499251 + Penalty 3236.188196 = -1782182.311056
  nChanged 1518
		SP:Iteration 7F (127527.120000 sec): 3 clusters
  Score: Raw -1786641.934552 + Penalty 3236.188196 = -1783405.746356
  nChanged 1307
		SP:Iteration 8F (127527.410000 sec): 3 clusters
  Score: Raw -1787790.206809 + Penalty 3236.188196 = -1784554.018613
  nChanged 971
		SP:Iteration 9Q (127527.760000 sec): 3 clusters
  Score: Raw -1788688.685612 + Penalty 3236.188196 = -1785452.497416
  nChanged 583
		SP:Iteration 10Q (127528.070000 sec): 3 clusters
  Score: Raw -1789227.407862 + Penalty 3236.188196 = -1785991.219666
  nChanged 317
		SP:Iteration 11Q (127528.370000 sec): 3 clusters
  Score: Raw -1789531.405388 + Penalty 3236.188196 = -1786295.217192
  nChanged 179
		SP:Iteration 12Q (127528.690000 sec): 3 clusters
  Score: Raw -1789716.250994 + Penalty 3236.188196 = -1786480.062798
  nChanged 90
		SP:Iteration 13Q (127528.980000 sec): 3 clusters
  Score: Raw -1789808.528243 + Penalty 3236.188196 = -1786572.340047
  nChanged 47
		SP:Iteration 14Q (127529.260000 sec): 3 clusters
  Score: Raw -1789857.998956 + Penalty 3236.188196 = -1786621.810761
  nChanged 27
		SP:Iteration 15Q (127529.550000 sec): 3 clusters
  Score: Raw -1789887.489818 + Penalty 3236.188196 = -1786651.301622
  nChanged 19
		SP:Iteration 16Q (127529.840000 sec): 3 clusters
  Score: Raw -1789908.824850 + Penalty 3236.188196 = -1786672.636654
  nChanged 15
		SP:Iteration 17Q (127530.120000 sec): 3 clusters
  Score: Raw -1789923.548436 + Penalty 3236.188196 = -1786687.360240
  nChanged 10
		SP:Iteration 18Q (127530.430000 sec): 3 clusters
  Score: Raw -1789932.560238 + Penalty 3236.188196 = -1786696.372043
  nChanged 7
		SP:Iteration 19Q (127530.720000 sec): 3 clusters
  Score: Raw -1789937.331069 + Penalty 3236.188196 = -1786701.142873
  nChanged 2
		SP:Iteration 20F (127531.010000 sec): 3 clusters
  Score: Raw -1789938.818249 + Penalty 3236.188196 = -1786702.630053
  nChanged 1
		SP:Iteration 21Q (127531.300000 sec): 3 clusters
  Score: Raw -1789939.776885 + Penalty 3236.188196 = -1786703.588690
  nChanged 1
		SP:Iteration 22Q (127531.610000 sec): 3 clusters
  Score: Raw -1789940.260584 + Penalty 3236.188196 = -1786704.072388
  nChanged 3
		SP:Iteration 23Q (127531.920000 sec): 3 clusters
  Score: Raw -1789945.267096 + Penalty 3236.188196 = -1786709.078900
  nChanged 4
		SP:Iteration 24Q (127532.230000 sec): 3 clusters
  Score: Raw -1789948.499983 + Penalty 3236.188196 = -1786712.311787
  nChanged 1
		SP:Iteration 25Q (127532.540000 sec): 3 clusters
  Score: Raw -1789949.051596 + Penalty 3236.188196 = -1786712.863400
  nChanged 2
		SP:Iteration 26Q (127532.840000 sec): 3 clusters
  Score: Raw -1789951.147375 + Penalty 3236.188196 = -1786714.959179
  nChanged 4
		SP:Iteration 27Q (127533.130000 sec): 3 clusters
  Score: Raw -1789954.761162 + Penalty 3236.188196 = -1786718.572966
  nChanged 4
		SP:Iteration 28Q (127533.420000 sec): 3 clusters
  Score: Raw -1789957.288055 + Penalty 3236.188196 = -1786721.099859
  nChanged 2
		SP:Iteration 29Q (127533.710000 sec): 3 clusters
  Score: Raw -1789959.859881 + Penalty 3236.188196 = -1786723.671686
  nChanged 2
		SP:Iteration 30Q (127534.000000 sec): 3 clusters
  Score: Raw -1789961.846867 + Penalty 3236.188196 = -1786725.658671
  nChanged 2
		SP:Iteration 31Q (127534.280000 sec): 3 clusters
  Score: Raw -1789962.875116 + Penalty 3236.188196 = -1786726.686920
  nChanged 0
		SP:Iteration 32F (127534.580000 sec): 3 clusters
  Score: Raw -1789962.875116 + Penalty 3236.188196 = -1786726.686920
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 33 (3334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127534.720000 sec): 2 clusters
  Score: Raw -239671.733657 + Penalty 1318.188310 = -238353.545346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127534.860000 sec): 3 clusters
  Score: Raw -238097.703498 + Penalty 2636.376621 = -235461.326877
  nChanged 1274
		SP:Iteration 1F (127535.020000 sec): 3 clusters
  Score: Raw -239014.989712 + Penalty 2636.376621 = -236378.613091
  nChanged 338
		SP:Iteration 2F (127535.180000 sec): 3 clusters
  Score: Raw -239330.873480 + Penalty 2636.376621 = -236694.496859
  nChanged 233
		SP:Iteration 3F (127535.340000 sec): 3 clusters
  Score: Raw -239520.885776 + Penalty 2636.376621 = -236884.509155
  nChanged 174
		SP:Iteration 4F (127535.500000 sec): 3 clusters
  Score: Raw -239650.740406 + Penalty 2636.376621 = -237014.363786
  nChanged 124
		SP:Iteration 5Q (127535.660000 sec): 3 clusters
  Score: Raw -239760.955927 + Penalty 2636.376621 = -237124.579306
  nChanged 115
		SP:Iteration 6Q (127535.820000 sec): 3 clusters
  Score: Raw -239850.329630 + Penalty 2636.376621 = -237213.953010
  nChanged 102
		SP:Iteration 7Q (127535.980000 sec): 3 clusters
  Score: Raw -239911.849115 + Penalty 2636.376621 = -237275.472495
  nChanged 74
		SP:Iteration 8Q (127536.140000 sec): 3 clusters
  Score: Raw -239964.744904 + Penalty 2636.376621 = -237328.368283
  nChanged 64
		SP:Iteration 9Q (127536.300000 sec): 3 clusters
  Score: Raw -240014.938009 + Penalty 2636.376621 = -237378.561389
  nChanged 64
		SP:Iteration 10Q (127536.460000 sec): 3 clusters
  Score: Raw -240051.952136 + Penalty 2636.376621 = -237415.575516
  nChanged 52
		SP:Iteration 11Q (127536.620000 sec): 3 clusters
  Score: Raw -240078.562400 + Penalty 2636.376621 = -237442.185780
  nChanged 47
		SP:Iteration 12Q (127536.790000 sec): 3 clusters
  Score: Raw -240103.388711 + Penalty 2636.376621 = -237467.012090
  nChanged 44
		SP:Iteration 13Q (127536.970000 sec): 3 clusters
  Score: Raw -240129.636658 + Penalty 2636.376621 = -237493.260037
  nChanged 52
		SP:Iteration 14Q (127537.140000 sec): 3 clusters
  Score: Raw -240165.018276 + Penalty 2636.376621 = -237528.641655
  nChanged 63
		SP:Iteration 15Q (127537.320000 sec): 3 clusters
  Score: Raw -240208.665738 + Penalty 2636.376621 = -237572.289117
  nChanged 65
		SP:Iteration 16Q (127537.500000 sec): 3 clusters
  Score: Raw -240254.612746 + Penalty 2636.376621 = -237618.236125
  nChanged 54
		SP:Iteration 17Q (127537.670000 sec): 3 clusters
  Score: Raw -240294.643744 + Penalty 2636.376621 = -237658.267124
  nChanged 58
		SP:Iteration 18Q (127537.850000 sec): 3 clusters
  Score: Raw -240329.095802 + Penalty 2636.376621 = -237692.719182
  nChanged 58
		SP:Iteration 19Q (127538.020000 sec): 3 clusters
  Score: Raw -240367.896636 + Penalty 2636.376621 = -237731.520016
  nChanged 52
		SP:Iteration 20F (127538.200000 sec): 3 clusters
  Score: Raw -240404.226025 + Penalty 2636.376621 = -237767.849405
  nChanged 43
		SP:Iteration 21Q (127538.370000 sec): 3 clusters
  Score: Raw -240428.006568 + Penalty 2636.376621 = -237791.629948
  nChanged 41
		SP:Iteration 22Q (127538.550000 sec): 3 clusters
  Score: Raw -240445.392045 + Penalty 2636.376621 = -237809.015424
  nChanged 23
		SP:Iteration 23Q (127538.720000 sec): 3 clusters
  Score: Raw -240454.671246 + Penalty 2636.376621 = -237818.294626
  nChanged 21
		SP:Iteration 24Q (127538.900000 sec): 3 clusters
  Score: Raw -240466.120703 + Penalty 2636.376621 = -237829.744082
  nChanged 17
		SP:Iteration 25Q (127539.080000 sec): 3 clusters
  Score: Raw -240473.586376 + Penalty 2636.376621 = -237837.209756
  nChanged 19
		SP:Iteration 26Q (127539.250000 sec): 3 clusters
  Score: Raw -240483.675860 + Penalty 2636.376621 = -237847.299239
  nChanged 14
		SP:Iteration 27Q (127539.430000 sec): 3 clusters
  Score: Raw -240489.595792 + Penalty 2636.376621 = -237853.219172
  nChanged 15
		SP:Iteration 28Q (127539.600000 sec): 3 clusters
  Score: Raw -240495.003067 + Penalty 2636.376621 = -237858.626446
  nChanged 11
		SP:Iteration 29Q (127539.780000 sec): 3 clusters
  Score: Raw -240498.420477 + Penalty 2636.376621 = -237862.043857
  nChanged 7
		SP:Iteration 30Q (127539.960000 sec): 3 clusters
  Score: Raw -240500.645881 + Penalty 2636.376621 = -237864.269261
  nChanged 2
		SP:Iteration 31Q (127540.130000 sec): 3 clusters
  Score: Raw -240501.819238 + Penalty 2636.376621 = -237865.442618
  nChanged 2
		SP:Iteration 32Q (127540.310000 sec): 3 clusters
  Score: Raw -240502.670752 + Penalty 2636.376621 = -237866.294132
  nChanged 3
		SP:Iteration 33Q (127540.480000 sec): 3 clusters
  Score: Raw -240503.651213 + Penalty 2636.376621 = -237867.274593
  nChanged 2
		SP:Iteration 34Q (127540.660000 sec): 3 clusters
  Score: Raw -240504.086446 + Penalty 2636.376621 = -237867.709825
  nChanged 4
		SP:Iteration 35Q (127540.840000 sec): 3 clusters
  Score: Raw -240504.931564 + Penalty 2636.376621 = -237868.554943
  nChanged 3
		SP:Iteration 36Q (127541.010000 sec): 3 clusters
  Score: Raw -240505.618184 + Penalty 2636.376621 = -237869.241563
  nChanged 2
		SP:Iteration 37Q (127541.190000 sec): 3 clusters
  Score: Raw -240506.242671 + Penalty 2636.376621 = -237869.866051
  nChanged 2
		SP:Iteration 38Q (127541.360000 sec): 3 clusters
  Score: Raw -240506.658157 + Penalty 2636.376621 = -237870.281537
  nChanged 4
		SP:Iteration 39Q (127541.540000 sec): 3 clusters
  Score: Raw -240507.651457 + Penalty 2636.376621 = -237871.274837
  nChanged 1
		SP:Iteration 40F (127541.720000 sec): 3 clusters
  Score: Raw -240509.158341 + Penalty 2636.376621 = -237872.781721
  nChanged 2
		SP:Iteration 41Q (127541.890000 sec): 3 clusters
  Score: Raw -240509.336801 + Penalty 2636.376621 = -237872.960180
  nChanged 0
		SP:Iteration 42F (127542.060000 sec): 3 clusters
  Score: Raw -240509.336801 + Penalty 2636.376621 = -237872.960180
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 34 (22371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127542.280000 sec): 2 clusters
  Score: Raw -1907162.476022 + Penalty 1627.522123 = -1905534.953899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127542.620000 sec): 3 clusters
  Score: Raw -1893587.155955 + Penalty 3255.044246 = -1890332.111709
  nChanged 10191
		SP:Iteration 1F (127542.920000 sec): 3 clusters
  Score: Raw -1899180.459988 + Penalty 3255.044246 = -1895925.415743
  nChanged 1069
		SP:Iteration 2Q (127543.260000 sec): 3 clusters
  Score: Raw -1899570.435965 + Penalty 3255.044246 = -1896315.391719
  nChanged 1059
		SP:Iteration 3Q (127543.610000 sec): 3 clusters
  Score: Raw -1900013.861121 + Penalty 3255.044246 = -1896758.816876
  nChanged 1234
		SP:Iteration 4F (127543.930000 sec): 3 clusters
  Score: Raw -1900668.232612 + Penalty 3255.044246 = -1897413.188366
  nChanged 1531
		SP:Iteration 5F (127544.240000 sec): 3 clusters
  Score: Raw -1901689.941515 + Penalty 3255.044246 = -1898434.897269
  nChanged 1751
		SP:Iteration 6F (127544.560000 sec): 3 clusters
  Score: Raw -1903095.537855 + Penalty 3255.044246 = -1899840.493609
  nChanged 1688
		SP:Iteration 7F (127544.870000 sec): 3 clusters
  Score: Raw -1904573.712236 + Penalty 3255.044246 = -1901318.667990
  nChanged 1197
		SP:Iteration 8F (127545.150000 sec): 3 clusters
  Score: Raw -1905685.351996 + Penalty 3255.044246 = -1902430.307750
  nChanged 702
		SP:Iteration 9Q (127545.460000 sec): 3 clusters
  Score: Raw -1906451.552698 + Penalty 3255.044246 = -1903196.508452
  nChanged 363
		SP:Iteration 10Q (127545.790000 sec): 3 clusters
  Score: Raw -1906964.923132 + Penalty 3255.044246 = -1903709.878886
  nChanged 246
		SP:Iteration 11Q (127546.100000 sec): 3 clusters
  Score: Raw -1907273.936933 + Penalty 3255.044246 = -1904018.892687
  nChanged 204
		SP:Iteration 12Q (127546.420000 sec): 3 clusters
  Score: Raw -1907456.636932 + Penalty 3255.044246 = -1904201.592687
  nChanged 153
		SP:Iteration 13Q (127546.730000 sec): 3 clusters
  Score: Raw -1907556.009945 + Penalty 3255.044246 = -1904300.965699
  nChanged 103
		SP:Iteration 14Q (127547.040000 sec): 3 clusters
  Score: Raw -1907615.672953 + Penalty 3255.044246 = -1904360.628707
  nChanged 69
		SP:Iteration 15Q (127547.360000 sec): 3 clusters
  Score: Raw -1907643.627215 + Penalty 3255.044246 = -1904388.582969
  nChanged 39
		SP:Iteration 16Q (127547.680000 sec): 3 clusters
  Score: Raw -1907655.205281 + Penalty 3255.044246 = -1904400.161035
  nChanged 30
		SP:Iteration 17Q (127547.990000 sec): 3 clusters
  Score: Raw -1907664.718651 + Penalty 3255.044246 = -1904409.674406
  nChanged 28
		SP:Iteration 18Q (127548.290000 sec): 3 clusters
  Score: Raw -1907671.841443 + Penalty 3255.044246 = -1904416.797197
  nChanged 21
		SP:Iteration 19Q (127548.590000 sec): 3 clusters
  Score: Raw -1907676.862283 + Penalty 3255.044246 = -1904421.818037
  nChanged 11
		SP:Iteration 20F (127548.900000 sec): 3 clusters
  Score: Raw -1907679.636335 + Penalty 3255.044246 = -1904424.592089
  nChanged 10
		SP:Iteration 21Q (127549.220000 sec): 3 clusters
  Score: Raw -1907682.227165 + Penalty 3255.044246 = -1904427.182920
  nChanged 9
		SP:Iteration 22Q (127549.530000 sec): 3 clusters
  Score: Raw -1907684.193042 + Penalty 3255.044246 = -1904429.148796
  nChanged 8
		SP:Iteration 23Q (127549.860000 sec): 3 clusters
  Score: Raw -1907686.312843 + Penalty 3255.044246 = -1904431.268597
  nChanged 8
		SP:Iteration 24Q (127550.170000 sec): 3 clusters
  Score: Raw -1907688.704741 + Penalty 3255.044246 = -1904433.660495
  nChanged 6
		SP:Iteration 25Q (127550.480000 sec): 3 clusters
  Score: Raw -1907689.974581 + Penalty 3255.044246 = -1904434.930335
  nChanged 5
		SP:Iteration 26Q (127550.790000 sec): 3 clusters
  Score: Raw -1907691.221191 + Penalty 3255.044246 = -1904436.176945
  nChanged 3
		SP:Iteration 27Q (127551.090000 sec): 3 clusters
  Score: Raw -1907691.905789 + Penalty 3255.044246 = -1904436.861543
  nChanged 4
		SP:Iteration 28Q (127551.390000 sec): 3 clusters
  Score: Raw -1907692.662572 + Penalty 3255.044246 = -1904437.618326
  nChanged 5
		SP:Iteration 29Q (127551.700000 sec): 3 clusters
  Score: Raw -1907693.717072 + Penalty 3255.044246 = -1904438.672826
  nChanged 4
		SP:Iteration 30Q (127552.000000 sec): 3 clusters
  Score: Raw -1907694.186473 + Penalty 3255.044246 = -1904439.142227
  nChanged 3
		SP:Iteration 31Q (127552.340000 sec): 3 clusters
  Score: Raw -1907694.506378 + Penalty 3255.044246 = -1904439.462133
  nChanged 0
		SP:Iteration 32F (127552.640000 sec): 3 clusters
  Score: Raw -1907694.506378 + Penalty 3255.044246 = -1904439.462133
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 35 (9699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127552.780000 sec): 2 clusters
  Score: Raw -842720.948638 + Penalty 1491.713936 = -841229.234702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127552.960000 sec): 3 clusters
  Score: Raw -837245.821303 + Penalty 2983.427872 = -834262.393431
  nChanged 4167
		SP:Iteration 1F (127553.160000 sec): 3 clusters
  Score: Raw -839635.359267 + Penalty 2983.427872 = -836651.931396
  nChanged 588
		SP:Iteration 2F (127553.300000 sec): 3 clusters
  Score: Raw -839887.510782 + Penalty 2983.427872 = -836904.082910
  nChanged 469
		SP:Iteration 3Q (127553.530000 sec): 3 clusters
  Score: Raw -840066.226479 + Penalty 2983.427872 = -837082.798608
  nChanged 381
		SP:Iteration 4Q (127553.780000 sec): 3 clusters
  Score: Raw -840207.972620 + Penalty 2983.427872 = -837224.544748
  nChanged 339
		SP:Iteration 5Q (127553.990000 sec): 3 clusters
  Score: Raw -840322.299369 + Penalty 2983.427872 = -837338.871497
  nChanged 308
		SP:Iteration 6Q (127554.190000 sec): 3 clusters
  Score: Raw -840426.345068 + Penalty 2983.427872 = -837442.917196
  nChanged 290
		SP:Iteration 7Q (127554.450000 sec): 3 clusters
  Score: Raw -840535.276386 + Penalty 2983.427872 = -837551.848515
  nChanged 289
		SP:Iteration 8Q (127554.660000 sec): 3 clusters
  Score: Raw -840643.260001 + Penalty 2983.427872 = -837659.832130
  nChanged 260
		SP:Iteration 9Q (127554.880000 sec): 3 clusters
  Score: Raw -840742.866521 + Penalty 2983.427872 = -837759.438649
  nChanged 273
		SP:Iteration 10Q (127555.100000 sec): 3 clusters
  Score: Raw -840855.514312 + Penalty 2983.427872 = -837872.086441
  nChanged 263
		SP:Iteration 11Q (127555.320000 sec): 3 clusters
  Score: Raw -840956.747823 + Penalty 2983.427872 = -837973.319951
  nChanged 257
		SP:Iteration 12Q (127555.550000 sec): 3 clusters
  Score: Raw -841062.477368 + Penalty 2983.427872 = -838079.049496
  nChanged 241
		SP:Iteration 13Q (127555.770000 sec): 3 clusters
  Score: Raw -841168.473363 + Penalty 2983.427872 = -838185.045491
  nChanged 255
		SP:Iteration 14Q (127556.040000 sec): 3 clusters
  Score: Raw -841280.607313 + Penalty 2983.427872 = -838297.179441
  nChanged 254
		SP:Iteration 15Q (127556.260000 sec): 3 clusters
  Score: Raw -841412.452747 + Penalty 2983.427872 = -838429.024876
  nChanged 268
		SP:Iteration 16Q (127556.470000 sec): 3 clusters
  Score: Raw -841558.085525 + Penalty 2983.427872 = -838574.657654
  nChanged 288
		SP:Iteration 17Q (127556.690000 sec): 3 clusters
  Score: Raw -841706.527126 + Penalty 2983.427872 = -838723.099254
  nChanged 243
		SP:Iteration 18Q (127556.940000 sec): 3 clusters
  Score: Raw -841817.949049 + Penalty 2983.427872 = -838834.521177
  nChanged 193
		SP:Iteration 19Q (127557.160000 sec): 3 clusters
  Score: Raw -841886.427213 + Penalty 2983.427872 = -838902.999341
  nChanged 136
		SP:Iteration 20F (127557.360000 sec): 3 clusters
  Score: Raw -841930.980573 + Penalty 2983.427872 = -838947.552701
  nChanged 115
		SP:Iteration 21Q (127557.650000 sec): 3 clusters
  Score: Raw -841964.970576 + Penalty 2983.427872 = -838981.542705
  nChanged 91
		SP:Iteration 22Q (127557.870000 sec): 3 clusters
  Score: Raw -841989.123416 + Penalty 2983.427872 = -839005.695545
  nChanged 61
		SP:Iteration 23Q (127558.050000 sec): 3 clusters
  Score: Raw -842002.053753 + Penalty 2983.427872 = -839018.625881
  nChanged 54
		SP:Iteration 24Q (127558.270000 sec): 3 clusters
  Score: Raw -842011.386484 + Penalty 2983.427872 = -839027.958613
  nChanged 41
		SP:Iteration 25Q (127558.480000 sec): 3 clusters
  Score: Raw -842019.163890 + Penalty 2983.427872 = -839035.736018
  nChanged 37
		SP:Iteration 26Q (127558.700000 sec): 3 clusters
  Score: Raw -842024.979792 + Penalty 2983.427872 = -839041.551920
  nChanged 30
		SP:Iteration 27Q (127558.920000 sec): 3 clusters
  Score: Raw -842028.820530 + Penalty 2983.427872 = -839045.392658
  nChanged 23
		SP:Iteration 28Q (127559.130000 sec): 3 clusters
  Score: Raw -842032.335568 + Penalty 2983.427872 = -839048.907696
  nChanged 27
		SP:Iteration 29Q (127559.340000 sec): 3 clusters
  Score: Raw -842036.842406 + Penalty 2983.427872 = -839053.414534
  nChanged 24
		SP:Iteration 30Q (127559.560000 sec): 3 clusters
  Score: Raw -842040.390785 + Penalty 2983.427872 = -839056.962914
  nChanged 24
		SP:Iteration 31Q (127559.780000 sec): 3 clusters
  Score: Raw -842044.150623 + Penalty 2983.427872 = -839060.722752
  nChanged 20
		SP:Iteration 32Q (127560.000000 sec): 3 clusters
  Score: Raw -842048.063602 + Penalty 2983.427872 = -839064.635731
  nChanged 17
		SP:Iteration 33Q (127560.220000 sec): 3 clusters
  Score: Raw -842050.666017 + Penalty 2983.427872 = -839067.238145
  nChanged 6
		SP:Iteration 34Q (127560.450000 sec): 3 clusters
  Score: Raw -842051.158178 + Penalty 2983.427872 = -839067.730307
  nChanged 5
		SP:Iteration 35Q (127560.650000 sec): 3 clusters
  Score: Raw -842051.603776 + Penalty 2983.427872 = -839068.175905
  nChanged 2
		SP:Iteration 36Q (127560.820000 sec): 3 clusters
  Score: Raw -842051.746505 + Penalty 2983.427872 = -839068.318633
  nChanged 3
		SP:Iteration 37Q (127560.990000 sec): 3 clusters
  Score: Raw -842052.004580 + Penalty 2983.427872 = -839068.576709
  nChanged 7
		SP:Iteration 38Q (127561.210000 sec): 3 clusters
  Score: Raw -842052.857256 + Penalty 2983.427872 = -839069.429385
  nChanged 5
		SP:Iteration 39Q (127561.420000 sec): 3 clusters
  Score: Raw -842053.512807 + Penalty 2983.427872 = -839070.084935
  nChanged 5
		SP:Iteration 40F (127561.640000 sec): 3 clusters
  Score: Raw -842054.207163 + Penalty 2983.427872 = -839070.779291
  nChanged 3
		SP:Iteration 41Q (127561.860000 sec): 3 clusters
  Score: Raw -842054.494535 + Penalty 2983.427872 = -839071.066664
  nChanged 4
		SP:Iteration 42Q (127562.060000 sec): 3 clusters
  Score: Raw -842054.878045 + Penalty 2983.427872 = -839071.450173
  nChanged 3
		SP:Iteration 43Q (127562.270000 sec): 3 clusters
  Score: Raw -842054.994844 + Penalty 2983.427872 = -839071.566972
  nChanged 3
		SP:Iteration 44Q (127562.490000 sec): 3 clusters
  Score: Raw -842055.329827 + Penalty 2983.427872 = -839071.901956
  nChanged 2
		SP:Iteration 45Q (127562.710000 sec): 3 clusters
  Score: Raw -842055.489787 + Penalty 2983.427872 = -839072.061916
  nChanged 2
		SP:Iteration 46Q (127562.930000 sec): 3 clusters
  Score: Raw -842055.676485 + Penalty 2983.427872 = -839072.248614
  nChanged 1
		SP:Iteration 47Q (127563.190000 sec): 3 clusters
  Score: Raw -842055.754419 + Penalty 2983.427872 = -839072.326547
  nChanged 1
		SP:Iteration 48Q (127563.400000 sec): 3 clusters
  Score: Raw -842055.842523 + Penalty 2983.427872 = -839072.414651
  nChanged 1
		SP:Iteration 49Q (127563.610000 sec): 3 clusters
  Score: Raw -842055.968975 + Penalty 2983.427872 = -839072.541103
  nChanged 1
		SP:Iteration 50Q (127563.830000 sec): 3 clusters
  Score: Raw -842056.043260 + Penalty 2983.427872 = -839072.615388
  nChanged 2
		SP:Iteration 51Q (127564.040000 sec): 3 clusters
  Score: Raw -842056.229569 + Penalty 2983.427872 = -839072.801698
  nChanged 4
		SP:Iteration 52Q (127564.260000 sec): 3 clusters
  Score: Raw -842056.595975 + Penalty 2983.427872 = -839073.168104
  nChanged 8
		SP:Iteration 53Q (127564.510000 sec): 3 clusters
  Score: Raw -842057.582177 + Penalty 2983.427872 = -839074.154306
  nChanged 9
		SP:Iteration 54Q (127564.730000 sec): 3 clusters
  Score: Raw -842058.992508 + Penalty 2983.427872 = -839075.564636
  nChanged 17
		SP:Iteration 55Q (127564.940000 sec): 3 clusters
  Score: Raw -842061.155096 + Penalty 2983.427872 = -839077.727225
  nChanged 12
		SP:Iteration 56Q (127565.160000 sec): 3 clusters
  Score: Raw -842062.970307 + Penalty 2983.427872 = -839079.542436
  nChanged 5
		SP:Iteration 57Q (127565.390000 sec): 3 clusters
  Score: Raw -842063.638988 + Penalty 2983.427872 = -839080.211116
  nChanged 2
		SP:Iteration 58Q (127565.610000 sec): 3 clusters
  Score: Raw -842063.858650 + Penalty 2983.427872 = -839080.430779
  nChanged 2
		SP:Iteration 59Q (127565.860000 sec): 3 clusters
  Score: Raw -842063.999471 + Penalty 2983.427872 = -839080.571600
  nChanged 2
		SP:Iteration 60F (127566.070000 sec): 3 clusters
  Score: Raw -842064.323721 + Penalty 2983.427872 = -839080.895849
  nChanged 6
		SP:Iteration 61Q (127566.280000 sec): 3 clusters
  Score: Raw -842065.012939 + Penalty 2983.427872 = -839081.585068
  nChanged 6
		SP:Iteration 62Q (127566.490000 sec): 3 clusters
  Score: Raw -842065.618598 + Penalty 2983.427872 = -839082.190727
  nChanged 7
		SP:Iteration 63Q (127566.710000 sec): 3 clusters
  Score: Raw -842066.291924 + Penalty 2983.427872 = -839082.864052
  nChanged 4
		SP:Iteration 64Q (127566.920000 sec): 3 clusters
  Score: Raw -842066.797381 + Penalty 2983.427872 = -839083.369509
  nChanged 10
		SP:Iteration 65Q (127567.200000 sec): 3 clusters
  Score: Raw -842067.805811 + Penalty 2983.427872 = -839084.377939
  nChanged 9
		SP:Iteration 66Q (127567.370000 sec): 3 clusters
  Score: Raw -842068.795986 + Penalty 2983.427872 = -839085.368115
  nChanged 12
		SP:Iteration 67Q (127567.580000 sec): 3 clusters
  Score: Raw -842070.501600 + Penalty 2983.427872 = -839087.073728
  nChanged 11
		SP:Iteration 68Q (127567.790000 sec): 3 clusters
  Score: Raw -842071.892626 + Penalty 2983.427872 = -839088.464755
  nChanged 11
		SP:Iteration 69Q (127567.990000 sec): 3 clusters
  Score: Raw -842073.054733 + Penalty 2983.427872 = -839089.626861
  nChanged 10
		SP:Iteration 70Q (127568.190000 sec): 3 clusters
  Score: Raw -842073.835311 + Penalty 2983.427872 = -839090.407439
  nChanged 2
		SP:Iteration 71Q (127568.390000 sec): 3 clusters
  Score: Raw -842073.961375 + Penalty 2983.427872 = -839090.533504
  nChanged 2
		SP:Iteration 72Q (127568.590000 sec): 3 clusters
  Score: Raw -842074.168917 + Penalty 2983.427872 = -839090.741045
  nChanged 2
		SP:Iteration 73Q (127568.810000 sec): 3 clusters
  Score: Raw -842074.338277 + Penalty 2983.427872 = -839090.910405
  nChanged 3
		SP:Iteration 74Q (127569.030000 sec): 3 clusters
  Score: Raw -842074.523172 + Penalty 2983.427872 = -839091.095300
  nChanged 3
		SP:Iteration 75Q (127569.250000 sec): 3 clusters
  Score: Raw -842074.698872 + Penalty 2983.427872 = -839091.271000
  nChanged 1
		SP:Iteration 76Q (127569.470000 sec): 3 clusters
  Score: Raw -842074.765361 + Penalty 2983.427872 = -839091.337489
  nChanged 1
		SP:Iteration 77Q (127569.670000 sec): 3 clusters
  Score: Raw -842074.821607 + Penalty 2983.427872 = -839091.393736
  nChanged 1
		SP:Iteration 78Q (127569.840000 sec): 3 clusters
  Score: Raw -842074.907179 + Penalty 2983.427872 = -839091.479308
  nChanged 0
		SP:Iteration 79F (127570.010000 sec): 3 clusters
  Score: Raw -842074.907179 + Penalty 2983.427872 = -839091.479308
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 36 (4145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127570.110000 sec): 2 clusters
  Score: Raw -333392.914171 + Penalty 1353.569436 = -332039.344735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127570.270000 sec): 3 clusters
  Score: Raw -331388.862963 + Penalty 2707.138872 = -328681.724091
  nChanged 1596
		SP:Iteration 1F (127570.430000 sec): 3 clusters
  Score: Raw -332264.512242 + Penalty 2707.138872 = -329557.373370
  nChanged 308
		SP:Iteration 2F (127570.590000 sec): 3 clusters
  Score: Raw -332426.940483 + Penalty 2707.138872 = -329719.801611
  nChanged 200
		SP:Iteration 3Q (127570.750000 sec): 3 clusters
  Score: Raw -332530.435305 + Penalty 2707.138872 = -329823.296433
  nChanged 150
		SP:Iteration 4Q (127570.910000 sec): 3 clusters
  Score: Raw -332609.859230 + Penalty 2707.138872 = -329902.720358
  nChanged 129
		SP:Iteration 5Q (127571.070000 sec): 3 clusters
  Score: Raw -332681.105857 + Penalty 2707.138872 = -329973.966985
  nChanged 131
		SP:Iteration 6Q (127571.230000 sec): 3 clusters
  Score: Raw -332748.266932 + Penalty 2707.138872 = -330041.128060
  nChanged 127
		SP:Iteration 7Q (127571.390000 sec): 3 clusters
  Score: Raw -332806.469186 + Penalty 2707.138872 = -330099.330314
  nChanged 112
		SP:Iteration 8Q (127571.550000 sec): 3 clusters
  Score: Raw -332865.049944 + Penalty 2707.138872 = -330157.911072
  nChanged 122
		SP:Iteration 9Q (127571.710000 sec): 3 clusters
  Score: Raw -332944.406524 + Penalty 2707.138872 = -330237.267652
  nChanged 128
		SP:Iteration 10Q (127571.870000 sec): 3 clusters
  Score: Raw -333016.875325 + Penalty 2707.138872 = -330309.736453
  nChanged 118
		SP:Iteration 11Q (127572.030000 sec): 3 clusters
  Score: Raw -333080.590952 + Penalty 2707.138872 = -330373.452080
  nChanged 95
		SP:Iteration 12Q (127572.190000 sec): 3 clusters
  Score: Raw -333131.733916 + Penalty 2707.138872 = -330424.595045
  nChanged 75
		SP:Iteration 13Q (127572.350000 sec): 3 clusters
  Score: Raw -333172.274173 + Penalty 2707.138872 = -330465.135301
  nChanged 82
		SP:Iteration 14Q (127572.510000 sec): 3 clusters
  Score: Raw -333209.044651 + Penalty 2707.138872 = -330501.905779
  nChanged 71
		SP:Iteration 15Q (127572.710000 sec): 3 clusters
  Score: Raw -333241.155528 + Penalty 2707.138872 = -330534.016656
  nChanged 64
		SP:Iteration 16Q (127572.840000 sec): 3 clusters
  Score: Raw -333270.774764 + Penalty 2707.138872 = -330563.635892
  nChanged 57
		SP:Iteration 17Q (127573.000000 sec): 3 clusters
  Score: Raw -333294.490996 + Penalty 2707.138872 = -330587.352124
  nChanged 56
		SP:Iteration 18Q (127573.160000 sec): 3 clusters
  Score: Raw -333322.041786 + Penalty 2707.138872 = -330614.902915
  nChanged 55
		SP:Iteration 19Q (127573.320000 sec): 3 clusters
  Score: Raw -333357.608144 + Penalty 2707.138872 = -330650.469272
  nChanged 62
		SP:Iteration 20F (127573.480000 sec): 3 clusters
  Score: Raw -333391.595343 + Penalty 2707.138872 = -330684.456471
  nChanged 61
		SP:Iteration 21Q (127573.640000 sec): 3 clusters
  Score: Raw -333415.853338 + Penalty 2707.138872 = -330708.714466
  nChanged 43
		SP:Iteration 22Q (127573.800000 sec): 3 clusters
  Score: Raw -333433.709002 + Penalty 2707.138872 = -330726.570130
  nChanged 39
		SP:Iteration 23Q (127573.960000 sec): 3 clusters
  Score: Raw -333447.306888 + Penalty 2707.138872 = -330740.168016
  nChanged 29
		SP:Iteration 24Q (127574.120000 sec): 3 clusters
  Score: Raw -333459.186204 + Penalty 2707.138872 = -330752.047332
  nChanged 23
		SP:Iteration 25Q (127574.280000 sec): 3 clusters
  Score: Raw -333466.410573 + Penalty 2707.138872 = -330759.271701
  nChanged 11
		SP:Iteration 26Q (127574.440000 sec): 3 clusters
  Score: Raw -333469.510222 + Penalty 2707.138872 = -330762.371350
  nChanged 10
		SP:Iteration 27Q (127574.600000 sec): 3 clusters
  Score: Raw -333472.162123 + Penalty 2707.138872 = -330765.023251
  nChanged 11
		SP:Iteration 28Q (127574.760000 sec): 3 clusters
  Score: Raw -333475.137599 + Penalty 2707.138872 = -330767.998728
  nChanged 13
		SP:Iteration 29Q (127574.920000 sec): 3 clusters
  Score: Raw -333479.522627 + Penalty 2707.138872 = -330772.383755
  nChanged 19
		SP:Iteration 30Q (127575.080000 sec): 3 clusters
  Score: Raw -333485.009454 + Penalty 2707.138872 = -330777.870582
  nChanged 16
		SP:Iteration 31Q (127575.240000 sec): 3 clusters
  Score: Raw -333491.276254 + Penalty 2707.138872 = -330784.137382
  nChanged 13
		SP:Iteration 32Q (127575.400000 sec): 3 clusters
  Score: Raw -333496.233238 + Penalty 2707.138872 = -330789.094367
  nChanged 18
		SP:Iteration 33Q (127575.560000 sec): 3 clusters
  Score: Raw -333502.286691 + Penalty 2707.138872 = -330795.147819
  nChanged 16
		SP:Iteration 34Q (127575.720000 sec): 3 clusters
  Score: Raw -333510.187002 + Penalty 2707.138872 = -330803.048130
  nChanged 19
		SP:Iteration 35Q (127575.880000 sec): 3 clusters
  Score: Raw -333516.879339 + Penalty 2707.138872 = -330809.740467
  nChanged 13
		SP:Iteration 36Q (127576.040000 sec): 3 clusters
  Score: Raw -333521.570898 + Penalty 2707.138872 = -330814.432026
  nChanged 15
		SP:Iteration 37Q (127576.200000 sec): 3 clusters
  Score: Raw -333529.625346 + Penalty 2707.138872 = -330822.486475
  nChanged 19
		SP:Iteration 38Q (127576.360000 sec): 3 clusters
  Score: Raw -333539.263267 + Penalty 2707.138872 = -330832.124395
  nChanged 16
		SP:Iteration 39Q (127576.520000 sec): 3 clusters
  Score: Raw -333546.439556 + Penalty 2707.138872 = -330839.300684
  nChanged 20
		SP:Iteration 40F (127576.680000 sec): 3 clusters
  Score: Raw -333558.135945 + Penalty 2707.138872 = -330850.997073
  nChanged 21
		SP:Iteration 41Q (127576.840000 sec): 3 clusters
  Score: Raw -333569.597886 + Penalty 2707.138872 = -330862.459014
  nChanged 21
		SP:Iteration 42Q (127577.000000 sec): 3 clusters
  Score: Raw -333580.656700 + Penalty 2707.138872 = -330873.517828
  nChanged 25
		SP:Iteration 43Q (127577.160000 sec): 3 clusters
  Score: Raw -333601.840081 + Penalty 2707.138872 = -330894.701209
  nChanged 33
		SP:Iteration 44Q (127577.320000 sec): 3 clusters
  Score: Raw -333626.349254 + Penalty 2707.138872 = -330919.210382
  nChanged 33
		SP:Iteration 45Q (127577.480000 sec): 3 clusters
  Score: Raw -333646.309142 + Penalty 2707.138872 = -330939.170270
  nChanged 28
		SP:Iteration 46Q (127577.640000 sec): 3 clusters
  Score: Raw -333663.021141 + Penalty 2707.138872 = -330955.882269
  nChanged 39
		SP:Iteration 47Q (127577.800000 sec): 3 clusters
  Score: Raw -333688.007201 + Penalty 2707.138872 = -330980.868329
  nChanged 36
		SP:Iteration 48Q (127577.960000 sec): 3 clusters
  Score: Raw -333711.148524 + Penalty 2707.138872 = -331004.009652
  nChanged 31
		SP:Iteration 49Q (127578.110000 sec): 3 clusters
  Score: Raw -333731.497529 + Penalty 2707.138872 = -331024.358657
  nChanged 24
		SP:Iteration 50Q (127578.270000 sec): 3 clusters
  Score: Raw -333744.706038 + Penalty 2707.138872 = -331037.567166
  nChanged 23
		SP:Iteration 51Q (127578.430000 sec): 3 clusters
  Score: Raw -333752.495619 + Penalty 2707.138872 = -331045.356747
  nChanged 15
		SP:Iteration 52Q (127578.590000 sec): 3 clusters
  Score: Raw -333757.674165 + Penalty 2707.138872 = -331050.535293
  nChanged 12
		SP:Iteration 53Q (127578.750000 sec): 3 clusters
  Score: Raw -333763.952996 + Penalty 2707.138872 = -331056.814124
  nChanged 8
		SP:Iteration 54Q (127578.910000 sec): 3 clusters
  Score: Raw -333766.082552 + Penalty 2707.138872 = -331058.943680
  nChanged 6
		SP:Iteration 55Q (127579.070000 sec): 3 clusters
  Score: Raw -333768.603331 + Penalty 2707.138872 = -331061.464459
  nChanged 7
		SP:Iteration 56Q (127579.230000 sec): 3 clusters
  Score: Raw -333772.407665 + Penalty 2707.138872 = -331065.268793
  nChanged 7
		SP:Iteration 57Q (127579.390000 sec): 3 clusters
  Score: Raw -333776.071868 + Penalty 2707.138872 = -331068.932996
  nChanged 4
		SP:Iteration 58Q (127579.550000 sec): 3 clusters
  Score: Raw -333777.417396 + Penalty 2707.138872 = -331070.278524
  nChanged 4
		SP:Iteration 59Q (127579.710000 sec): 3 clusters
  Score: Raw -333779.133635 + Penalty 2707.138872 = -331071.994763
  nChanged 2
		SP:Iteration 60F (127579.870000 sec): 3 clusters
  Score: Raw -333779.418878 + Penalty 2707.138872 = -331072.280007
  nChanged 1
		SP:Iteration 61Q (127580.030000 sec): 3 clusters
  Score: Raw -333779.559110 + Penalty 2707.138872 = -331072.420238
  nChanged 0
		SP:Iteration 62F (127580.190000 sec): 3 clusters
  Score: Raw -333779.559110 + Penalty 2707.138872 = -331072.420238
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 37 (157917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127581.030000 sec): 2 clusters
  Score: Raw -13551991.200365 + Penalty 1945.096539 = -13550046.103826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127582.220000 sec): 3 clusters
  Score: Raw -13447683.697475 + Penalty 3890.193079 = -13443793.504396
  nChanged 76601
		SP:Iteration 1F (127583.390000 sec): 3 clusters
  Score: Raw -13496006.429790 + Penalty 3890.193079 = -13492116.236711
  nChanged 9151
		SP:Iteration 2F (127584.590000 sec): 3 clusters
  Score: Raw -13500686.325888 + Penalty 3890.193079 = -13496796.132810
  nChanged 11115
		SP:Iteration 3F (127585.800000 sec): 3 clusters
  Score: Raw -13507281.984182 + Penalty 3890.193079 = -13503391.791103
  nChanged 11824
		SP:Iteration 4F (127586.970000 sec): 3 clusters
  Score: Raw -13514475.938284 + Penalty 3890.193079 = -13510585.745205
  nChanged 10695
		SP:Iteration 5F (127588.120000 sec): 3 clusters
  Score: Raw -13520373.543486 + Penalty 3890.193079 = -13516483.350407
  nChanged 8607
		SP:Iteration 6F (127589.290000 sec): 3 clusters
  Score: Raw -13524900.443814 + Penalty 3890.193079 = -13521010.250735
  nChanged 7390
		SP:Iteration 7Q (127590.620000 sec): 3 clusters
  Score: Raw -13529061.239890 + Penalty 3890.193079 = -13525171.046811
  nChanged 6963
		SP:Iteration 8Q (127591.960000 sec): 3 clusters
  Score: Raw -13533562.331798 + Penalty 3890.193079 = -13529672.138720
  nChanged 6778
		SP:Iteration 9Q (127593.270000 sec): 3 clusters
  Score: Raw -13538726.316651 + Penalty 3890.193079 = -13534836.123572
  nChanged 6213
		SP:Iteration 10Q (127594.610000 sec): 3 clusters
  Score: Raw -13544092.591031 + Penalty 3890.193079 = -13540202.397953
  nChanged 4538
		SP:Iteration 11Q (127595.930000 sec): 3 clusters
  Score: Raw -13548275.003786 + Penalty 3890.193079 = -13544384.810707
  nChanged 2518
		SP:Iteration 12Q (127597.220000 sec): 3 clusters
  Score: Raw -13550620.306444 + Penalty 3890.193079 = -13546730.113365
  nChanged 1040
		SP:Iteration 13Q (127598.460000 sec): 3 clusters
  Score: Raw -13551562.817530 + Penalty 3890.193079 = -13547672.624452
  nChanged 429
		SP:Iteration 14Q (127599.690000 sec): 3 clusters
  Score: Raw -13551959.087722 + Penalty 3890.193079 = -13548068.894643
  nChanged 241
		SP:Iteration 15Q (127600.920000 sec): 3 clusters
  Score: Raw -13552174.376500 + Penalty 3890.193079 = -13548284.183421
  nChanged 176
		SP:Iteration 16Q (127602.190000 sec): 3 clusters
  Score: Raw -13552300.651676 + Penalty 3890.193079 = -13548410.458597
  nChanged 128
		SP:Iteration 17Q (127603.340000 sec): 3 clusters
  Score: Raw -13552383.108860 + Penalty 3890.193079 = -13548492.915781
  nChanged 84
		SP:Iteration 18Q (127604.570000 sec): 3 clusters
  Score: Raw -13552432.746525 + Penalty 3890.193079 = -13548542.553447
  nChanged 67
		SP:Iteration 19Q (127605.840000 sec): 3 clusters
  Score: Raw -13552468.035214 + Penalty 3890.193079 = -13548577.842135
  nChanged 46
		SP:Iteration 20F (127607.030000 sec): 3 clusters
  Score: Raw -13552486.997310 + Penalty 3890.193079 = -13548596.804231
  nChanged 34
		SP:Iteration 21Q (127608.270000 sec): 3 clusters
  Score: Raw -13552500.841021 + Penalty 3890.193079 = -13548610.647942
  nChanged 26
		SP:Iteration 22Q (127609.500000 sec): 3 clusters
  Score: Raw -13552509.928525 + Penalty 3890.193079 = -13548619.735447
  nChanged 21
		SP:Iteration 23Q (127610.730000 sec): 3 clusters
  Score: Raw -13552518.570175 + Penalty 3890.193079 = -13548628.377096
  nChanged 17
		SP:Iteration 24Q (127611.960000 sec): 3 clusters
  Score: Raw -13552524.724070 + Penalty 3890.193079 = -13548634.530991
  nChanged 13
		SP:Iteration 25Q (127613.160000 sec): 3 clusters
  Score: Raw -13552528.454936 + Penalty 3890.193079 = -13548638.261857
  nChanged 7
		SP:Iteration 26Q (127614.400000 sec): 3 clusters
  Score: Raw -13552530.816650 + Penalty 3890.193079 = -13548640.623572
  nChanged 7
		SP:Iteration 27Q (127615.630000 sec): 3 clusters
  Score: Raw -13552533.275296 + Penalty 3890.193079 = -13548643.082217
  nChanged 5
		SP:Iteration 28Q (127616.820000 sec): 3 clusters
  Score: Raw -13552535.606020 + Penalty 3890.193079 = -13548645.412942
  nChanged 5
		SP:Iteration 29Q (127618.060000 sec): 3 clusters
  Score: Raw -13552536.665371 + Penalty 3890.193079 = -13548646.472292
  nChanged 3
		SP:Iteration 30Q (127619.250000 sec): 3 clusters
  Score: Raw -13552537.660346 + Penalty 3890.193079 = -13548647.467267
  nChanged 4
		SP:Iteration 31Q (127620.470000 sec): 3 clusters
  Score: Raw -13552538.641648 + Penalty 3890.193079 = -13548648.448569
  nChanged 1
		SP:Iteration 32Q (127621.690000 sec): 3 clusters
  Score: Raw -13552538.932528 + Penalty 3890.193079 = -13548648.739450
  nChanged 1
		SP:Iteration 33Q (127622.920000 sec): 3 clusters
  Score: Raw -13552539.182946 + Penalty 3890.193079 = -13548648.989868
  nChanged 0
		SP:Iteration 34F (127624.150000 sec): 3 clusters
  Score: Raw -13552539.182946 + Penalty 3890.193079 = -13548648.989868
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 38 (10295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127624.320000 sec): 2 clusters
  Score: Raw -833087.254947 + Penalty 1501.404713 = -831585.850233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127624.590000 sec): 3 clusters
  Score: Raw -827247.295938 + Penalty 3002.809426 = -824244.486512
  nChanged 4408
		SP:Iteration 1F (127624.770000 sec): 3 clusters
  Score: Raw -829690.409806 + Penalty 3002.809426 = -826687.600380
  nChanged 621
		SP:Iteration 2F (127625.060000 sec): 3 clusters
  Score: Raw -829957.618301 + Penalty 3002.809426 = -826954.808875
  nChanged 485
		SP:Iteration 3Q (127625.200000 sec): 3 clusters
  Score: Raw -830174.105294 + Penalty 3002.809426 = -827171.295868
  nChanged 445
		SP:Iteration 4Q (127625.420000 sec): 3 clusters
  Score: Raw -830367.240343 + Penalty 3002.809426 = -827364.430916
  nChanged 408
		SP:Iteration 5Q (127625.610000 sec): 3 clusters
  Score: Raw -830541.492346 + Penalty 3002.809426 = -827538.682920
  nChanged 367
		SP:Iteration 6Q (127625.820000 sec): 3 clusters
  Score: Raw -830698.746915 + Penalty 3002.809426 = -827695.937489
  nChanged 371
		SP:Iteration 7Q (127625.990000 sec): 3 clusters
  Score: Raw -830876.790724 + Penalty 3002.809426 = -827873.981298
  nChanged 363
		SP:Iteration 8Q (127626.200000 sec): 3 clusters
  Score: Raw -831033.971633 + Penalty 3002.809426 = -828031.162207
  nChanged 343
		SP:Iteration 9Q (127626.370000 sec): 3 clusters
  Score: Raw -831181.980281 + Penalty 3002.809426 = -828179.170855
  nChanged 324
		SP:Iteration 10Q (127626.540000 sec): 3 clusters
  Score: Raw -831340.231269 + Penalty 3002.809426 = -828337.421842
  nChanged 329
		SP:Iteration 11Q (127626.710000 sec): 3 clusters
  Score: Raw -831505.498475 + Penalty 3002.809426 = -828502.689048
  nChanged 323
		SP:Iteration 12Q (127626.890000 sec): 3 clusters
  Score: Raw -831676.050629 + Penalty 3002.809426 = -828673.241203
  nChanged 344
		SP:Iteration 13Q (127627.100000 sec): 3 clusters
  Score: Raw -831865.139532 + Penalty 3002.809426 = -828862.330106
  nChanged 350
		SP:Iteration 14Q (127627.270000 sec): 3 clusters
  Score: Raw -832081.336686 + Penalty 3002.809426 = -829078.527260
  nChanged 338
		SP:Iteration 15Q (127627.440000 sec): 3 clusters
  Score: Raw -832292.244566 + Penalty 3002.809426 = -829289.435140
  nChanged 290
		SP:Iteration 16Q (127627.610000 sec): 3 clusters
  Score: Raw -832461.922957 + Penalty 3002.809426 = -829459.113531
  nChanged 267
		SP:Iteration 17Q (127627.780000 sec): 3 clusters
  Score: Raw -832607.321388 + Penalty 3002.809426 = -829604.511962
  nChanged 217
		SP:Iteration 18Q (127628.030000 sec): 3 clusters
  Score: Raw -832715.194870 + Penalty 3002.809426 = -829712.385443
  nChanged 181
		SP:Iteration 19Q (127628.260000 sec): 3 clusters
  Score: Raw -832808.641280 + Penalty 3002.809426 = -829805.831854
  nChanged 154
		SP:Iteration 20F (127628.390000 sec): 3 clusters
  Score: Raw -832901.251056 + Penalty 3002.809426 = -829898.441629
  nChanged 131
		SP:Iteration 21Q (127628.570000 sec): 3 clusters
  Score: Raw -832980.712583 + Penalty 3002.809426 = -829977.903157
  nChanged 114
		SP:Iteration 22Q (127628.770000 sec): 3 clusters
  Score: Raw -833040.750952 + Penalty 3002.809426 = -830037.941525
  nChanged 98
		SP:Iteration 23Q (127628.960000 sec): 3 clusters
  Score: Raw -833101.811729 + Penalty 3002.809426 = -830099.002303
  nChanged 78
		SP:Iteration 24Q (127629.130000 sec): 3 clusters
  Score: Raw -833147.662713 + Penalty 3002.809426 = -830144.853287
  nChanged 73
		SP:Iteration 25Q (127629.330000 sec): 3 clusters
  Score: Raw -833187.744879 + Penalty 3002.809426 = -830184.935452
  nChanged 61
		SP:Iteration 26Q (127629.510000 sec): 3 clusters
  Score: Raw -833220.476890 + Penalty 3002.809426 = -830217.667464
  nChanged 49
		SP:Iteration 27Q (127629.700000 sec): 3 clusters
  Score: Raw -833244.687437 + Penalty 3002.809426 = -830241.878011
  nChanged 40
		SP:Iteration 28Q (127629.880000 sec): 3 clusters
  Score: Raw -833274.098327 + Penalty 3002.809426 = -830271.288901
  nChanged 36
		SP:Iteration 29Q (127630.070000 sec): 3 clusters
  Score: Raw -833297.128746 + Penalty 3002.809426 = -830294.319320
  nChanged 30
		SP:Iteration 30Q (127630.250000 sec): 3 clusters
  Score: Raw -833317.448343 + Penalty 3002.809426 = -830314.638917
  nChanged 32
		SP:Iteration 31Q (127630.470000 sec): 3 clusters
  Score: Raw -833342.531358 + Penalty 3002.809426 = -830339.721931
  nChanged 28
		SP:Iteration 32Q (127630.620000 sec): 3 clusters
  Score: Raw -833370.678710 + Penalty 3002.809426 = -830367.869284
  nChanged 26
		SP:Iteration 33Q (127630.830000 sec): 3 clusters
  Score: Raw -833392.950490 + Penalty 3002.809426 = -830390.141063
  nChanged 16
		SP:Iteration 34Q (127631.050000 sec): 3 clusters
  Score: Raw -833401.852742 + Penalty 3002.809426 = -830399.043316
  nChanged 10
		SP:Iteration 35Q (127631.180000 sec): 3 clusters
  Score: Raw -833406.166179 + Penalty 3002.809426 = -830403.356752
  nChanged 3
		SP:Iteration 36Q (127631.350000 sec): 3 clusters
  Score: Raw -833407.558890 + Penalty 3002.809426 = -830404.749464
  nChanged 3
		SP:Iteration 37Q (127631.540000 sec): 3 clusters
  Score: Raw -833408.379472 + Penalty 3002.809426 = -830405.570046
  nChanged 3
		SP:Iteration 38Q (127631.710000 sec): 3 clusters
  Score: Raw -833409.422624 + Penalty 3002.809426 = -830406.613198
  nChanged 2
		SP:Iteration 39Q (127631.860000 sec): 3 clusters
  Score: Raw -833410.912889 + Penalty 3002.809426 = -830408.103463
  nChanged 3
		SP:Iteration 40F (127632.060000 sec): 3 clusters
  Score: Raw -833412.758545 + Penalty 3002.809426 = -830409.949119
  nChanged 1
		SP:Iteration 41Q (127632.230000 sec): 3 clusters
  Score: Raw -833414.138391 + Penalty 3002.809426 = -830411.328965
  nChanged 4
		SP:Iteration 42Q (127632.420000 sec): 3 clusters
  Score: Raw -833415.969006 + Penalty 3002.809426 = -830413.159579
  nChanged 5
		SP:Iteration 43Q (127632.600000 sec): 3 clusters
  Score: Raw -833418.489104 + Penalty 3002.809426 = -830415.679678
  nChanged 3
		SP:Iteration 44Q (127632.840000 sec): 3 clusters
  Score: Raw -833419.957966 + Penalty 3002.809426 = -830417.148540
  nChanged 4
		SP:Iteration 45Q (127633.020000 sec): 3 clusters
  Score: Raw -833421.487348 + Penalty 3002.809426 = -830418.677922
  nChanged 6
		SP:Iteration 46Q (127633.190000 sec): 3 clusters
  Score: Raw -833424.662291 + Penalty 3002.809426 = -830421.852865
  nChanged 5
		SP:Iteration 47Q (127633.360000 sec): 3 clusters
  Score: Raw -833426.746141 + Penalty 3002.809426 = -830423.936715
  nChanged 3
		SP:Iteration 48Q (127633.570000 sec): 3 clusters
  Score: Raw -833428.190985 + Penalty 3002.809426 = -830425.381558
  nChanged 4
		SP:Iteration 49Q (127633.740000 sec): 3 clusters
  Score: Raw -833429.877937 + Penalty 3002.809426 = -830427.068511
  nChanged 3
		SP:Iteration 50Q (127633.910000 sec): 3 clusters
  Score: Raw -833431.990011 + Penalty 3002.809426 = -830429.180584
  nChanged 2
		SP:Iteration 51Q (127634.090000 sec): 3 clusters
  Score: Raw -833433.493827 + Penalty 3002.809426 = -830430.684400
  nChanged 2
		SP:Iteration 52Q (127634.260000 sec): 3 clusters
  Score: Raw -833433.986746 + Penalty 3002.809426 = -830431.177320
  nChanged 1
		SP:Iteration 53Q (127634.430000 sec): 3 clusters
  Score: Raw -833434.536997 + Penalty 3002.809426 = -830431.727571
  nChanged 2
		SP:Iteration 54Q (127634.600000 sec): 3 clusters
  Score: Raw -833435.206595 + Penalty 3002.809426 = -830432.397168
  nChanged 3
		SP:Iteration 55Q (127634.800000 sec): 3 clusters
  Score: Raw -833436.559278 + Penalty 3002.809426 = -830433.749852
  nChanged 3
		SP:Iteration 56Q (127635.030000 sec): 3 clusters
  Score: Raw -833437.482525 + Penalty 3002.809426 = -830434.673099
  nChanged 1
		SP:Iteration 57Q (127635.190000 sec): 3 clusters
  Score: Raw -833437.912035 + Penalty 3002.809426 = -830435.102608
  nChanged 1
		SP:Iteration 58Q (127635.370000 sec): 3 clusters
  Score: Raw -833438.229003 + Penalty 3002.809426 = -830435.419577
  nChanged 0
		SP:Iteration 59F (127635.570000 sec): 3 clusters
  Score: Raw -833438.229003 + Penalty 3002.809426 = -830435.419577
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 39 (3447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127635.640000 sec): 2 clusters
  Score: Raw -297151.009143 + Penalty 1323.604680 = -295827.404464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127635.800000 sec): 3 clusters
  Score: Raw -295504.286690 + Penalty 2647.209359 = -292857.077331
  nChanged 1327
		SP:Iteration 1F (127635.960000 sec): 3 clusters
  Score: Raw -296249.834222 + Penalty 2647.209359 = -293602.624863
  nChanged 264
		SP:Iteration 2F (127636.120000 sec): 3 clusters
  Score: Raw -296387.898318 + Penalty 2647.209359 = -293740.688958
  nChanged 173
		SP:Iteration 3F (127636.280000 sec): 3 clusters
  Score: Raw -296489.030160 + Penalty 2647.209359 = -293841.820801
  nChanged 155
		SP:Iteration 4Q (127636.440000 sec): 3 clusters
  Score: Raw -296567.993557 + Penalty 2647.209359 = -293920.784198
  nChanged 134
		SP:Iteration 5Q (127636.600000 sec): 3 clusters
  Score: Raw -296638.377537 + Penalty 2647.209359 = -293991.168177
  nChanged 128
		SP:Iteration 6Q (127636.760000 sec): 3 clusters
  Score: Raw -296712.558342 + Penalty 2647.209359 = -294065.348982
  nChanged 111
		SP:Iteration 7Q (127636.920000 sec): 3 clusters
  Score: Raw -296774.339496 + Penalty 2647.209359 = -294127.130137
  nChanged 110
		SP:Iteration 8Q (127637.080000 sec): 3 clusters
  Score: Raw -296830.474888 + Penalty 2647.209359 = -294183.265529
  nChanged 85
		SP:Iteration 9Q (127637.240000 sec): 3 clusters
  Score: Raw -296870.848779 + Penalty 2647.209359 = -294223.639420
  nChanged 72
		SP:Iteration 10Q (127637.400000 sec): 3 clusters
  Score: Raw -296906.398680 + Penalty 2647.209359 = -294259.189321
  nChanged 65
		SP:Iteration 11Q (127637.560000 sec): 3 clusters
  Score: Raw -296935.217418 + Penalty 2647.209359 = -294288.008059
  nChanged 58
		SP:Iteration 12Q (127637.720000 sec): 3 clusters
  Score: Raw -296962.992304 + Penalty 2647.209359 = -294315.782945
  nChanged 58
		SP:Iteration 13Q (127637.880000 sec): 3 clusters
  Score: Raw -296987.567318 + Penalty 2647.209359 = -294340.357959
  nChanged 40
		SP:Iteration 14Q (127638.050000 sec): 3 clusters
  Score: Raw -297006.303649 + Penalty 2647.209359 = -294359.094290
  nChanged 36
		SP:Iteration 15Q (127638.230000 sec): 3 clusters
  Score: Raw -297022.032298 + Penalty 2647.209359 = -294374.822938
  nChanged 39
		SP:Iteration 16Q (127638.400000 sec): 3 clusters
  Score: Raw -297038.993210 + Penalty 2647.209359 = -294391.783851
  nChanged 31
		SP:Iteration 17Q (127638.580000 sec): 3 clusters
  Score: Raw -297052.947852 + Penalty 2647.209359 = -294405.738492
  nChanged 27
		SP:Iteration 18Q (127638.750000 sec): 3 clusters
  Score: Raw -297064.264723 + Penalty 2647.209359 = -294417.055363
  nChanged 21
		SP:Iteration 19Q (127638.930000 sec): 3 clusters
  Score: Raw -297073.154014 + Penalty 2647.209359 = -294425.944655
  nChanged 18
		SP:Iteration 20F (127639.100000 sec): 3 clusters
  Score: Raw -297079.665590 + Penalty 2647.209359 = -294432.456231
  nChanged 16
		SP:Iteration 21Q (127639.280000 sec): 3 clusters
  Score: Raw -297084.602325 + Penalty 2647.209359 = -294437.392966
  nChanged 11
		SP:Iteration 22Q (127639.450000 sec): 3 clusters
  Score: Raw -297090.187974 + Penalty 2647.209359 = -294442.978615
  nChanged 15
		SP:Iteration 23Q (127639.630000 sec): 3 clusters
  Score: Raw -297098.898578 + Penalty 2647.209359 = -294451.689219
  nChanged 15
		SP:Iteration 24Q (127639.810000 sec): 3 clusters
  Score: Raw -297107.327310 + Penalty 2647.209359 = -294460.117951
  nChanged 15
		SP:Iteration 25Q (127639.980000 sec): 3 clusters
  Score: Raw -297114.119676 + Penalty 2647.209359 = -294466.910317
  nChanged 14
		SP:Iteration 26Q (127640.160000 sec): 3 clusters
  Score: Raw -297120.772396 + Penalty 2647.209359 = -294473.563037
  nChanged 13
		SP:Iteration 27Q (127640.330000 sec): 3 clusters
  Score: Raw -297126.059962 + Penalty 2647.209359 = -294478.850603
  nChanged 11
		SP:Iteration 28Q (127640.510000 sec): 3 clusters
  Score: Raw -297130.840342 + Penalty 2647.209359 = -294483.630983
  nChanged 13
		SP:Iteration 29Q (127640.690000 sec): 3 clusters
  Score: Raw -297136.993565 + Penalty 2647.209359 = -294489.784206
  nChanged 19
		SP:Iteration 30Q (127640.860000 sec): 3 clusters
  Score: Raw -297146.270530 + Penalty 2647.209359 = -294499.061171
  nChanged 17
		SP:Iteration 31Q (127641.040000 sec): 3 clusters
  Score: Raw -297155.729447 + Penalty 2647.209359 = -294508.520088
  nChanged 16
		SP:Iteration 32Q (127641.210000 sec): 3 clusters
  Score: Raw -297168.066245 + Penalty 2647.209359 = -294520.856886
  nChanged 24
		SP:Iteration 33Q (127641.390000 sec): 3 clusters
  Score: Raw -297184.491249 + Penalty 2647.209359 = -294537.281890
  nChanged 22
		SP:Iteration 34Q (127641.570000 sec): 3 clusters
  Score: Raw -297198.119749 + Penalty 2647.209359 = -294550.910390
  nChanged 17
		SP:Iteration 35Q (127641.740000 sec): 3 clusters
  Score: Raw -297206.557367 + Penalty 2647.209359 = -294559.348008
  nChanged 15
		SP:Iteration 36Q (127641.920000 sec): 3 clusters
  Score: Raw -297217.006081 + Penalty 2647.209359 = -294569.796722
  nChanged 10
		SP:Iteration 37Q (127642.090000 sec): 3 clusters
  Score: Raw -297224.589875 + Penalty 2647.209359 = -294577.380515
  nChanged 10
		SP:Iteration 38Q (127642.270000 sec): 3 clusters
  Score: Raw -297230.549338 + Penalty 2647.209359 = -294583.339979
  nChanged 8
		SP:Iteration 39Q (127642.450000 sec): 3 clusters
  Score: Raw -297234.020364 + Penalty 2647.209359 = -294586.811005
  nChanged 4
		SP:Iteration 40F (127642.620000 sec): 3 clusters
  Score: Raw -297235.621167 + Penalty 2647.209359 = -294588.411808
  nChanged 2
		SP:Iteration 41Q (127642.800000 sec): 3 clusters
  Score: Raw -297236.164001 + Penalty 2647.209359 = -294588.954642
  nChanged 1
		SP:Iteration 42Q (127642.970000 sec): 3 clusters
  Score: Raw -297236.568401 + Penalty 2647.209359 = -294589.359042
  nChanged 1
		SP:Iteration 43Q (127643.150000 sec): 3 clusters
  Score: Raw -297236.755331 + Penalty 2647.209359 = -294589.545972
  nChanged 1
		SP:Iteration 44Q (127643.330000 sec): 3 clusters
  Score: Raw -297237.094706 + Penalty 2647.209359 = -294589.885347
  nChanged 0
		SP:Iteration 45F (127643.500000 sec): 3 clusters
  Score: Raw -297237.094706 + Penalty 2647.209359 = -294589.885347
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 40 (6534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127643.630000 sec): 2 clusters
  Score: Raw -545379.794241 + Penalty 1427.525871 = -543952.268370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127643.820000 sec): 3 clusters
  Score: Raw -541861.423509 + Penalty 2855.051742 = -539006.371767
  nChanged 2722
		SP:Iteration 1F (127643.970000 sec): 3 clusters
  Score: Raw -543510.999820 + Penalty 2855.051742 = -540655.948078
  nChanged 526
		SP:Iteration 2F (127644.120000 sec): 3 clusters
  Score: Raw -543848.242737 + Penalty 2855.051742 = -540993.190994
  nChanged 448
		SP:Iteration 3F (127644.270000 sec): 3 clusters
  Score: Raw -544154.774260 + Penalty 2855.051742 = -541299.722518
  nChanged 377
		SP:Iteration 4F (127644.430000 sec): 3 clusters
  Score: Raw -544420.327341 + Penalty 2855.051742 = -541565.275598
  nChanged 383
		SP:Iteration 5F (127644.600000 sec): 3 clusters
  Score: Raw -544689.569177 + Penalty 2855.051742 = -541834.517434
  nChanged 336
		SP:Iteration 6F (127644.790000 sec): 3 clusters
  Score: Raw -544907.895613 + Penalty 2855.051742 = -542052.843871
  nChanged 259
		SP:Iteration 7Q (127644.940000 sec): 3 clusters
  Score: Raw -545070.104420 + Penalty 2855.051742 = -542215.052677
  nChanged 225
		SP:Iteration 8Q (127645.090000 sec): 3 clusters
  Score: Raw -545197.158410 + Penalty 2855.051742 = -542342.106667
  nChanged 197
		SP:Iteration 9Q (127645.240000 sec): 3 clusters
  Score: Raw -545301.038968 + Penalty 2855.051742 = -542445.987225
  nChanged 168
		SP:Iteration 10Q (127645.410000 sec): 3 clusters
  Score: Raw -545377.746721 + Penalty 2855.051742 = -542522.694978
  nChanged 102
		SP:Iteration 11Q (127645.610000 sec): 3 clusters
  Score: Raw -545415.472567 + Penalty 2855.051742 = -542560.420825
  nChanged 70
		SP:Iteration 12Q (127645.800000 sec): 3 clusters
  Score: Raw -545437.885440 + Penalty 2855.051742 = -542582.833697
  nChanged 53
		SP:Iteration 13Q (127646.010000 sec): 3 clusters
  Score: Raw -545454.821348 + Penalty 2855.051742 = -542599.769606
  nChanged 48
		SP:Iteration 14Q (127646.200000 sec): 3 clusters
  Score: Raw -545478.933576 + Penalty 2855.051742 = -542623.881834
  nChanged 65
		SP:Iteration 15Q (127646.370000 sec): 3 clusters
  Score: Raw -545517.038531 + Penalty 2855.051742 = -542661.986788
  nChanged 66
		SP:Iteration 16Q (127646.560000 sec): 3 clusters
  Score: Raw -545551.375491 + Penalty 2855.051742 = -542696.323748
  nChanged 63
		SP:Iteration 17Q (127646.750000 sec): 3 clusters
  Score: Raw -545588.876777 + Penalty 2855.051742 = -542733.825035
  nChanged 60
		SP:Iteration 18Q (127646.940000 sec): 3 clusters
  Score: Raw -545620.843662 + Penalty 2855.051742 = -542765.791919
  nChanged 56
		SP:Iteration 19Q (127647.110000 sec): 3 clusters
  Score: Raw -545643.641397 + Penalty 2855.051742 = -542788.589654
  nChanged 54
		SP:Iteration 20F (127647.300000 sec): 3 clusters
  Score: Raw -545663.416694 + Penalty 2855.051742 = -542808.364952
  nChanged 50
		SP:Iteration 21Q (127647.460000 sec): 3 clusters
  Score: Raw -545679.348030 + Penalty 2855.051742 = -542824.296288
  nChanged 38
		SP:Iteration 22Q (127647.650000 sec): 3 clusters
  Score: Raw -545690.201943 + Penalty 2855.051742 = -542835.150200
  nChanged 38
		SP:Iteration 23Q (127647.830000 sec): 3 clusters
  Score: Raw -545699.732803 + Penalty 2855.051742 = -542844.681061
  nChanged 25
		SP:Iteration 24Q (127648.030000 sec): 3 clusters
  Score: Raw -545707.563941 + Penalty 2855.051742 = -542852.512198
  nChanged 27
		SP:Iteration 25Q (127648.280000 sec): 3 clusters
  Score: Raw -545715.681593 + Penalty 2855.051742 = -542860.629850
  nChanged 18
		SP:Iteration 26Q (127648.490000 sec): 3 clusters
  Score: Raw -545720.228377 + Penalty 2855.051742 = -542865.176635
  nChanged 22
		SP:Iteration 27Q (127648.680000 sec): 3 clusters
  Score: Raw -545725.368241 + Penalty 2855.051742 = -542870.316499
  nChanged 17
		SP:Iteration 28Q (127648.870000 sec): 3 clusters
  Score: Raw -545729.551310 + Penalty 2855.051742 = -542874.499568
  nChanged 16
		SP:Iteration 29Q (127649.070000 sec): 3 clusters
  Score: Raw -545732.776848 + Penalty 2855.051742 = -542877.725105
  nChanged 14
		SP:Iteration 30Q (127649.260000 sec): 3 clusters
  Score: Raw -545735.015244 + Penalty 2855.051742 = -542879.963502
  nChanged 10
		SP:Iteration 31Q (127649.440000 sec): 3 clusters
  Score: Raw -545737.638350 + Penalty 2855.051742 = -542882.586608
  nChanged 12
		SP:Iteration 32Q (127649.630000 sec): 3 clusters
  Score: Raw -545739.823084 + Penalty 2855.051742 = -542884.771341
  nChanged 8
		SP:Iteration 33Q (127649.860000 sec): 3 clusters
  Score: Raw -545741.317834 + Penalty 2855.051742 = -542886.266091
  nChanged 1
		SP:Iteration 34Q (127650.000000 sec): 3 clusters
  Score: Raw -545741.424620 + Penalty 2855.051742 = -542886.372878
  nChanged 1
		SP:Iteration 35Q (127650.170000 sec): 3 clusters
  Score: Raw -545741.499496 + Penalty 2855.051742 = -542886.447753
  nChanged 1
		SP:Iteration 36Q (127650.330000 sec): 3 clusters
  Score: Raw -545741.590016 + Penalty 2855.051742 = -542886.538274
  nChanged 1
		SP:Iteration 37Q (127650.530000 sec): 3 clusters
  Score: Raw -545741.699902 + Penalty 2855.051742 = -542886.648159
  nChanged 0
		SP:Iteration 38F (127650.720000 sec): 3 clusters
  Score: Raw -545741.699902 + Penalty 2855.051742 = -542886.648159
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 41 (9497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127650.810000 sec): 2 clusters
  Score: Raw -759635.480507 + Penalty 1488.293826 = -758147.186680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127650.980000 sec): 3 clusters
  Score: Raw -754206.767258 + Penalty 2976.587652 = -751230.179606
  nChanged 4106
		SP:Iteration 1F (127651.160000 sec): 3 clusters
  Score: Raw -756469.679176 + Penalty 2976.587652 = -753493.091524
  nChanged 609
		SP:Iteration 2F (127651.390000 sec): 3 clusters
  Score: Raw -756752.655422 + Penalty 2976.587652 = -753776.067769
  nChanged 506
		SP:Iteration 3F (127651.530000 sec): 3 clusters
  Score: Raw -756975.020364 + Penalty 2976.587652 = -753998.432711
  nChanged 436
		SP:Iteration 4Q (127651.750000 sec): 3 clusters
  Score: Raw -757182.268330 + Penalty 2976.587652 = -754205.680678
  nChanged 401
		SP:Iteration 5Q (127651.970000 sec): 3 clusters
  Score: Raw -757377.348099 + Penalty 2976.587652 = -754400.760446
  nChanged 394
		SP:Iteration 6Q (127652.190000 sec): 3 clusters
  Score: Raw -757589.087259 + Penalty 2976.587652 = -754612.499606
  nChanged 384
		SP:Iteration 7Q (127652.390000 sec): 3 clusters
  Score: Raw -757774.514527 + Penalty 2976.587652 = -754797.926875
  nChanged 373
		SP:Iteration 8Q (127652.610000 sec): 3 clusters
  Score: Raw -757983.614512 + Penalty 2976.587652 = -755007.026859
  nChanged 356
		SP:Iteration 9Q (127652.780000 sec): 3 clusters
  Score: Raw -758208.335966 + Penalty 2976.587652 = -755231.748314
  nChanged 373
		SP:Iteration 10Q (127652.960000 sec): 3 clusters
  Score: Raw -758462.858828 + Penalty 2976.587652 = -755486.271176
  nChanged 347
		SP:Iteration 11Q (127653.150000 sec): 3 clusters
  Score: Raw -758699.194598 + Penalty 2976.587652 = -755722.606945
  nChanged 307
		SP:Iteration 12Q (127653.360000 sec): 3 clusters
  Score: Raw -758913.051873 + Penalty 2976.587652 = -755936.464221
  nChanged 267
		SP:Iteration 13Q (127653.530000 sec): 3 clusters
  Score: Raw -759079.414331 + Penalty 2976.587652 = -756102.826678
  nChanged 227
		SP:Iteration 14Q (127653.670000 sec): 3 clusters
  Score: Raw -759212.768097 + Penalty 2976.587652 = -756236.180445
  nChanged 182
		SP:Iteration 15Q (127653.870000 sec): 3 clusters
  Score: Raw -759311.300935 + Penalty 2976.587652 = -756334.713283
  nChanged 138
		SP:Iteration 16Q (127654.030000 sec): 3 clusters
  Score: Raw -759386.463393 + Penalty 2976.587652 = -756409.875741
  nChanged 121
		SP:Iteration 17Q (127654.290000 sec): 3 clusters
  Score: Raw -759446.582243 + Penalty 2976.587652 = -756469.994590
  nChanged 105
		SP:Iteration 18Q (127654.500000 sec): 3 clusters
  Score: Raw -759498.407410 + Penalty 2976.587652 = -756521.819757
  nChanged 106
		SP:Iteration 19Q (127654.700000 sec): 3 clusters
  Score: Raw -759553.832479 + Penalty 2976.587652 = -756577.244827
  nChanged 89
		SP:Iteration 20F (127654.860000 sec): 3 clusters
  Score: Raw -759603.190335 + Penalty 2976.587652 = -756626.602683
  nChanged 85
		SP:Iteration 21Q (127655.050000 sec): 3 clusters
  Score: Raw -759648.599133 + Penalty 2976.587652 = -756672.011481
  nChanged 69
		SP:Iteration 22Q (127655.270000 sec): 3 clusters
  Score: Raw -759685.158462 + Penalty 2976.587652 = -756708.570810
  nChanged 72
		SP:Iteration 23Q (127655.410000 sec): 3 clusters
  Score: Raw -759719.927954 + Penalty 2976.587652 = -756743.340301
  nChanged 67
		SP:Iteration 24Q (127655.700000 sec): 3 clusters
  Score: Raw -759762.504847 + Penalty 2976.587652 = -756785.917195
  nChanged 65
		SP:Iteration 25Q (127655.790000 sec): 3 clusters
  Score: Raw -759801.221960 + Penalty 2976.587652 = -756824.634308
  nChanged 58
		SP:Iteration 26Q (127655.980000 sec): 3 clusters
  Score: Raw -759833.716694 + Penalty 2976.587652 = -756857.129041
  nChanged 46
		SP:Iteration 27Q (127656.210000 sec): 3 clusters
  Score: Raw -759855.690604 + Penalty 2976.587652 = -756879.102952
  nChanged 39
		SP:Iteration 28Q (127656.380000 sec): 3 clusters
  Score: Raw -759874.062005 + Penalty 2976.587652 = -756897.474352
  nChanged 38
		SP:Iteration 29Q (127656.600000 sec): 3 clusters
  Score: Raw -759889.599908 + Penalty 2976.587652 = -756913.012255
  nChanged 32
		SP:Iteration 30Q (127656.780000 sec): 3 clusters
  Score: Raw -759902.066247 + Penalty 2976.587652 = -756925.478595
  nChanged 23
		SP:Iteration 31Q (127656.960000 sec): 3 clusters
  Score: Raw -759909.115572 + Penalty 2976.587652 = -756932.527919
  nChanged 21
		SP:Iteration 32Q (127657.160000 sec): 3 clusters
  Score: Raw -759916.927289 + Penalty 2976.587652 = -756940.339636
  nChanged 24
		SP:Iteration 33Q (127657.350000 sec): 3 clusters
  Score: Raw -759925.393974 + Penalty 2976.587652 = -756948.806321
  nChanged 20
		SP:Iteration 34Q (127657.530000 sec): 3 clusters
  Score: Raw -759932.640310 + Penalty 2976.587652 = -756956.052657
  nChanged 16
		SP:Iteration 35Q (127657.710000 sec): 3 clusters
  Score: Raw -759938.276333 + Penalty 2976.587652 = -756961.688680
  nChanged 19
		SP:Iteration 36Q (127657.940000 sec): 3 clusters
  Score: Raw -759944.033229 + Penalty 2976.587652 = -756967.445576
  nChanged 13
		SP:Iteration 37Q (127658.160000 sec): 3 clusters
  Score: Raw -759947.456061 + Penalty 2976.587652 = -756970.868409
  nChanged 8
		SP:Iteration 38Q (127658.410000 sec): 3 clusters
  Score: Raw -759949.752362 + Penalty 2976.587652 = -756973.164710
  nChanged 11
		SP:Iteration 39Q (127658.590000 sec): 3 clusters
  Score: Raw -759952.219472 + Penalty 2976.587652 = -756975.631819
  nChanged 8
		SP:Iteration 40F (127658.790000 sec): 3 clusters
  Score: Raw -759954.738731 + Penalty 2976.587652 = -756978.151079
  nChanged 7
		SP:Iteration 41Q (127659.030000 sec): 3 clusters
  Score: Raw -759957.846113 + Penalty 2976.587652 = -756981.258460
  nChanged 11
		SP:Iteration 42Q (127659.270000 sec): 3 clusters
  Score: Raw -759961.049852 + Penalty 2976.587652 = -756984.462199
  nChanged 8
		SP:Iteration 43Q (127659.450000 sec): 3 clusters
  Score: Raw -759963.246532 + Penalty 2976.587652 = -756986.658879
  nChanged 9
		SP:Iteration 44Q (127659.670000 sec): 3 clusters
  Score: Raw -759965.930993 + Penalty 2976.587652 = -756989.343341
  nChanged 8
		SP:Iteration 45Q (127659.890000 sec): 3 clusters
  Score: Raw -759968.042742 + Penalty 2976.587652 = -756991.455089
  nChanged 5
		SP:Iteration 46Q (127660.130000 sec): 3 clusters
  Score: Raw -759969.133203 + Penalty 2976.587652 = -756992.545551
  nChanged 1
		SP:Iteration 47Q (127660.320000 sec): 3 clusters
  Score: Raw -759969.342311 + Penalty 2976.587652 = -756992.754659
  nChanged 0
		SP:Iteration 48F (127660.540000 sec): 3 clusters
  Score: Raw -759969.342311 + Penalty 2976.587652 = -756992.754659
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 42 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127660.640000 sec): 2 clusters
  Score: Raw -43339.896402 + Penalty 1002.561744 = -42337.334658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127660.790000 sec): 3 clusters
  Score: Raw -43270.764846 + Penalty 2005.123488 = -41265.641358
  nChanged 89
		SP:Iteration 1F (127660.960000 sec): 3 clusters
  Score: Raw -43400.778073 + Penalty 2005.123488 = -41395.654585
  nChanged 21
		SP:Iteration 2Q (127661.140000 sec): 3 clusters
  Score: Raw -43431.445747 + Penalty 2005.123488 = -41426.322259
  nChanged 9
		SP:Iteration 3Q (127661.310000 sec): 3 clusters
  Score: Raw -43447.931908 + Penalty 2005.123488 = -41442.808419
  nChanged 8
		SP:Iteration 4Q (127661.490000 sec): 3 clusters
  Score: Raw -43463.315329 + Penalty 2005.123488 = -41458.191841
  nChanged 5
		SP:Iteration 5Q (127661.670000 sec): 3 clusters
  Score: Raw -43469.229893 + Penalty 2005.123488 = -41464.106404
  nChanged 3
		SP:Iteration 6Q (127661.840000 sec): 3 clusters
  Score: Raw -43474.135119 + Penalty 2005.123488 = -41469.011631
  nChanged 0
		SP:Iteration 7F (127662.020000 sec): 3 clusters
  Score: Raw -43474.135119 + Penalty 2005.123488 = -41469.011631
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 43 (9644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127662.170000 sec): 2 clusters
  Score: Raw -783547.901467 + Penalty 1490.789826 = -782057.111641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127662.390000 sec): 3 clusters
  Score: Raw -778090.817332 + Penalty 2981.579653 = -775109.237679
  nChanged 4153
		SP:Iteration 1F (127662.620000 sec): 3 clusters
  Score: Raw -780191.306652 + Penalty 2981.579653 = -777209.726999
  nChanged 598
		SP:Iteration 2F (127662.850000 sec): 3 clusters
  Score: Raw -780459.768900 + Penalty 2981.579653 = -777478.189248
  nChanged 537
		SP:Iteration 3F (127663.070000 sec): 3 clusters
  Score: Raw -780708.154862 + Penalty 2981.579653 = -777726.575209
  nChanged 457
		SP:Iteration 4Q (127663.290000 sec): 3 clusters
  Score: Raw -780901.143831 + Penalty 2981.579653 = -777919.564178
  nChanged 419
		SP:Iteration 5Q (127663.510000 sec): 3 clusters
  Score: Raw -781091.053113 + Penalty 2981.579653 = -778109.473460
  nChanged 407
		SP:Iteration 6Q (127663.780000 sec): 3 clusters
  Score: Raw -781275.732969 + Penalty 2981.579653 = -778294.153317
  nChanged 400
		SP:Iteration 7Q (127663.970000 sec): 3 clusters
  Score: Raw -781454.178143 + Penalty 2981.579653 = -778472.598491
  nChanged 385
		SP:Iteration 8Q (127664.150000 sec): 3 clusters
  Score: Raw -781660.144930 + Penalty 2981.579653 = -778678.565277
  nChanged 483
		SP:Iteration 9F (127664.360000 sec): 3 clusters
  Score: Raw -781961.644160 + Penalty 2981.579653 = -778980.064507
  nChanged 500
		SP:Iteration 10F (127664.530000 sec): 3 clusters
  Score: Raw -782309.442045 + Penalty 2981.579653 = -779327.862393
  nChanged 527
		SP:Iteration 11F (127664.660000 sec): 3 clusters
  Score: Raw -782729.981442 + Penalty 2981.579653 = -779748.401789
  nChanged 487
		SP:Iteration 12F (127664.860000 sec): 3 clusters
  Score: Raw -783164.055153 + Penalty 2981.579653 = -780182.475501
  nChanged 386
		SP:Iteration 13Q (127665.080000 sec): 3 clusters
  Score: Raw -783524.036033 + Penalty 2981.579653 = -780542.456381
  nChanged 259
		SP:Iteration 14Q (127665.300000 sec): 3 clusters
  Score: Raw -783778.056448 + Penalty 2981.579653 = -780796.476795
  nChanged 154
		SP:Iteration 15Q (127665.520000 sec): 3 clusters
  Score: Raw -783936.456528 + Penalty 2981.579653 = -780954.876875
  nChanged 82
		SP:Iteration 16Q (127665.730000 sec): 3 clusters
  Score: Raw -784031.456692 + Penalty 2981.579653 = -781049.877039
  nChanged 53
		SP:Iteration 17Q (127665.990000 sec): 3 clusters
  Score: Raw -784083.276655 + Penalty 2981.579653 = -781101.697002
  nChanged 31
		SP:Iteration 18Q (127666.200000 sec): 3 clusters
  Score: Raw -784118.461498 + Penalty 2981.579653 = -781136.881845
  nChanged 13
		SP:Iteration 19Q (127666.360000 sec): 3 clusters
  Score: Raw -784136.313114 + Penalty 2981.579653 = -781154.733462
  nChanged 11
		SP:Iteration 20F (127666.640000 sec): 3 clusters
  Score: Raw -784146.100332 + Penalty 2981.579653 = -781164.520679
  nChanged 5
		SP:Iteration 21Q (127666.770000 sec): 3 clusters
  Score: Raw -784153.935151 + Penalty 2981.579653 = -781172.355498
  nChanged 4
		SP:Iteration 22Q (127666.940000 sec): 3 clusters
  Score: Raw -784159.114650 + Penalty 2981.579653 = -781177.534998
  nChanged 2
		SP:Iteration 23Q (127667.100000 sec): 3 clusters
  Score: Raw -784160.925211 + Penalty 2981.579653 = -781179.345559
  nChanged 3
		SP:Iteration 24Q (127667.350000 sec): 3 clusters
  Score: Raw -784163.324621 + Penalty 2981.579653 = -781181.744968
  nChanged 2
		SP:Iteration 25Q (127667.530000 sec): 3 clusters
  Score: Raw -784164.271091 + Penalty 2981.579653 = -781182.691438
  nChanged 0
		SP:Iteration 26F (127667.800000 sec): 3 clusters
  Score: Raw -784164.271091 + Penalty 2981.579653 = -781182.691438
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 44 (1709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127667.890000 sec): 2 clusters
  Score: Raw -143797.663536 + Penalty 1209.595349 = -142588.068187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127668.060000 sec): 3 clusters
  Score: Raw -143073.341084 + Penalty 2419.190697 = -140654.150387
  nChanged 609
		SP:Iteration 1F (127668.240000 sec): 3 clusters
  Score: Raw -143506.181219 + Penalty 2419.190697 = -141086.990522
  nChanged 155
		SP:Iteration 2F (127668.410000 sec): 3 clusters
  Score: Raw -143656.435838 + Penalty 2419.190697 = -141237.245141
  nChanged 118
		SP:Iteration 3F (127668.590000 sec): 3 clusters
  Score: Raw -143783.086895 + Penalty 2419.190697 = -141363.896198
  nChanged 95
		SP:Iteration 4F (127668.770000 sec): 3 clusters
  Score: Raw -143882.244049 + Penalty 2419.190697 = -141463.053352
  nChanged 73
		SP:Iteration 5Q (127668.940000 sec): 3 clusters
  Score: Raw -143947.677735 + Penalty 2419.190697 = -141528.487038
  nChanged 63
		SP:Iteration 6Q (127669.120000 sec): 3 clusters
  Score: Raw -144015.530198 + Penalty 2419.190697 = -141596.339501
  nChanged 57
		SP:Iteration 7Q (127669.290000 sec): 3 clusters
  Score: Raw -144064.191690 + Penalty 2419.190697 = -141645.000993
  nChanged 32
		SP:Iteration 8Q (127669.470000 sec): 3 clusters
  Score: Raw -144099.655893 + Penalty 2419.190697 = -141680.465196
  nChanged 31
		SP:Iteration 9Q (127669.650000 sec): 3 clusters
  Score: Raw -144125.035901 + Penalty 2419.190697 = -141705.845204
  nChanged 20
		SP:Iteration 10Q (127669.820000 sec): 3 clusters
  Score: Raw -144140.271263 + Penalty 2419.190697 = -141721.080566
  nChanged 18
		SP:Iteration 11Q (127670.000000 sec): 3 clusters
  Score: Raw -144158.668776 + Penalty 2419.190697 = -141739.478079
  nChanged 21
		SP:Iteration 12Q (127670.170000 sec): 3 clusters
  Score: Raw -144174.728701 + Penalty 2419.190697 = -141755.538004
  nChanged 17
		SP:Iteration 13Q (127670.350000 sec): 3 clusters
  Score: Raw -144186.453145 + Penalty 2419.190697 = -141767.262448
  nChanged 10
		SP:Iteration 14Q (127670.530000 sec): 3 clusters
  Score: Raw -144192.900983 + Penalty 2419.190697 = -141773.710286
  nChanged 6
		SP:Iteration 15Q (127670.700000 sec): 3 clusters
  Score: Raw -144198.523824 + Penalty 2419.190697 = -141779.333127
  nChanged 7
		SP:Iteration 16Q (127670.870000 sec): 3 clusters
  Score: Raw -144203.420435 + Penalty 2419.190697 = -141784.229738
  nChanged 4
		SP:Iteration 17Q (127671.050000 sec): 3 clusters
  Score: Raw -144204.832542 + Penalty 2419.190697 = -141785.641845
  nChanged 0
		SP:Iteration 18F (127671.230000 sec): 3 clusters
  Score: Raw -144204.832542 + Penalty 2419.190697 = -141785.641845
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 45 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127671.300000 sec): 2 clusters
  Score: Raw -19026.425410 + Penalty 915.071915 = -18111.353495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127671.480000 sec): 3 clusters
  Score: Raw -19144.045666 + Penalty 1830.143829 = -17313.901837
  nChanged 63
		SP:Iteration 1F (127671.650000 sec): 3 clusters
  Score: Raw -19347.428135 + Penalty 1830.143829 = -17517.284306
  nChanged 23
		SP:Iteration 2F (127671.830000 sec): 3 clusters
  Score: Raw -19431.881435 + Penalty 1830.143829 = -17601.737606
  nChanged 13
		SP:Iteration 3Q (127672.010000 sec): 3 clusters
  Score: Raw -19475.767388 + Penalty 1830.143829 = -17645.623559
  nChanged 8
		SP:Iteration 4Q (127672.180000 sec): 3 clusters
  Score: Raw -19499.586366 + Penalty 1830.143829 = -17669.442537
  nChanged 3
		SP:Iteration 5Q (127672.360000 sec): 3 clusters
  Score: Raw -19507.194091 + Penalty 1830.143829 = -17677.050262
  nChanged 1
		SP:Iteration 6Q (127672.530000 sec): 3 clusters
  Score: Raw -19510.511272 + Penalty 1830.143829 = -17680.367443
  nChanged 0
		SP:Iteration 7F (127672.710000 sec): 3 clusters
  Score: Raw -19510.511272 + Penalty 1830.143829 = -17680.367443
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 46 (1781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127672.810000 sec): 2 clusters
  Score: Raw -142617.477477 + Penalty 1216.301171 = -141401.176306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127672.990000 sec): 3 clusters
  Score: Raw -141859.509471 + Penalty 2432.602342 = -139426.907129
  nChanged 589
		SP:Iteration 1F (127673.160000 sec): 3 clusters
  Score: Raw -142297.681779 + Penalty 2432.602342 = -139865.079437
  nChanged 175
		SP:Iteration 2F (127673.340000 sec): 3 clusters
  Score: Raw -142477.801929 + Penalty 2432.602342 = -140045.199587
  nChanged 104
		SP:Iteration 3F (127673.510000 sec): 3 clusters
  Score: Raw -142591.822919 + Penalty 2432.602342 = -140159.220577
  nChanged 74
		SP:Iteration 4Q (127673.690000 sec): 3 clusters
  Score: Raw -142670.558114 + Penalty 2432.602342 = -140237.955771
  nChanged 60
		SP:Iteration 5Q (127673.870000 sec): 3 clusters
  Score: Raw -142728.303803 + Penalty 2432.602342 = -140295.701461
  nChanged 48
		SP:Iteration 6Q (127674.040000 sec): 3 clusters
  Score: Raw -142767.435536 + Penalty 2432.602342 = -140334.833194
  nChanged 44
		SP:Iteration 7Q (127674.220000 sec): 3 clusters
  Score: Raw -142797.587812 + Penalty 2432.602342 = -140364.985470
  nChanged 31
		SP:Iteration 8Q (127674.390000 sec): 3 clusters
  Score: Raw -142821.865561 + Penalty 2432.602342 = -140389.263219
  nChanged 24
		SP:Iteration 9Q (127674.570000 sec): 3 clusters
  Score: Raw -142843.586453 + Penalty 2432.602342 = -140410.984111
  nChanged 27
		SP:Iteration 10Q (127674.750000 sec): 3 clusters
  Score: Raw -142869.420961 + Penalty 2432.602342 = -140436.818619
  nChanged 25
		SP:Iteration 11Q (127674.920000 sec): 3 clusters
  Score: Raw -142887.927959 + Penalty 2432.602342 = -140455.325617
  nChanged 20
		SP:Iteration 12Q (127675.050000 sec): 3 clusters
  Score: Raw -142897.732218 + Penalty 2432.602342 = -140465.129876
  nChanged 15
		SP:Iteration 13Q (127675.230000 sec): 3 clusters
  Score: Raw -142906.036976 + Penalty 2432.602342 = -140473.434633
  nChanged 13
		SP:Iteration 14Q (127675.400000 sec): 3 clusters
  Score: Raw -142915.749909 + Penalty 2432.602342 = -140483.147567
  nChanged 13
		SP:Iteration 15Q (127675.580000 sec): 3 clusters
  Score: Raw -142927.139277 + Penalty 2432.602342 = -140494.536935
  nChanged 19
		SP:Iteration 16Q (127675.750000 sec): 3 clusters
  Score: Raw -142938.784846 + Penalty 2432.602342 = -140506.182504
  nChanged 15
		SP:Iteration 17Q (127675.930000 sec): 3 clusters
  Score: Raw -142947.016772 + Penalty 2432.602342 = -140514.414430
  nChanged 13
		SP:Iteration 18Q (127676.100000 sec): 3 clusters
  Score: Raw -142953.514971 + Penalty 2432.602342 = -140520.912629
  nChanged 7
		SP:Iteration 19Q (127676.270000 sec): 3 clusters
  Score: Raw -142958.682690 + Penalty 2432.602342 = -140526.080348
  nChanged 6
		SP:Iteration 20F (127676.450000 sec): 3 clusters
  Score: Raw -142962.084799 + Penalty 2432.602342 = -140529.482457
  nChanged 5
		SP:Iteration 21Q (127676.620000 sec): 3 clusters
  Score: Raw -142965.300833 + Penalty 2432.602342 = -140532.698491
  nChanged 6
		SP:Iteration 22Q (127676.790000 sec): 3 clusters
  Score: Raw -142969.312624 + Penalty 2432.602342 = -140536.710282
  nChanged 8
		SP:Iteration 23Q (127676.970000 sec): 3 clusters
  Score: Raw -142973.729724 + Penalty 2432.602342 = -140541.127382
  nChanged 7
		SP:Iteration 24Q (127677.140000 sec): 3 clusters
  Score: Raw -142977.493905 + Penalty 2432.602342 = -140544.891563
  nChanged 5
		SP:Iteration 25Q (127677.310000 sec): 3 clusters
  Score: Raw -142980.317534 + Penalty 2432.602342 = -140547.715192
  nChanged 5
		SP:Iteration 26Q (127677.490000 sec): 3 clusters
  Score: Raw -142983.702748 + Penalty 2432.602342 = -140551.100406
  nChanged 7
		SP:Iteration 27Q (127677.660000 sec): 3 clusters
  Score: Raw -142990.019338 + Penalty 2432.602342 = -140557.416996
  nChanged 8
		SP:Iteration 28Q (127677.830000 sec): 3 clusters
  Score: Raw -142994.662838 + Penalty 2432.602342 = -140562.060496
  nChanged 5
		SP:Iteration 29Q (127678.010000 sec): 3 clusters
  Score: Raw -142997.789249 + Penalty 2432.602342 = -140565.186906
  nChanged 3
		SP:Iteration 30Q (127678.180000 sec): 3 clusters
  Score: Raw -142998.938927 + Penalty 2432.602342 = -140566.336585
  nChanged 1
		SP:Iteration 31Q (127678.350000 sec): 3 clusters
  Score: Raw -142999.252706 + Penalty 2432.602342 = -140566.650364
  nChanged 1
		SP:Iteration 32Q (127678.530000 sec): 3 clusters
  Score: Raw -142999.492641 + Penalty 2432.602342 = -140566.890299
  nChanged 0
		SP:Iteration 33F (127678.700000 sec): 3 clusters
  Score: Raw -142999.492641 + Penalty 2432.602342 = -140566.890299
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 47 (7115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127678.830000 sec): 2 clusters
  Score: Raw -594335.122794 + Penalty 1441.368583 = -592893.754211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127679.020000 sec): 3 clusters
  Score: Raw -590446.314183 + Penalty 2882.737166 = -587563.577017
  nChanged 3028
		SP:Iteration 1F (127679.200000 sec): 3 clusters
  Score: Raw -592130.603629 + Penalty 2882.737166 = -589247.866463
  nChanged 473
		SP:Iteration 2F (127679.380000 sec): 3 clusters
  Score: Raw -592363.913603 + Penalty 2882.737166 = -589481.176437
  nChanged 363
		SP:Iteration 3F (127679.570000 sec): 3 clusters
  Score: Raw -592544.173730 + Penalty 2882.737166 = -589661.436564
  nChanged 314
		SP:Iteration 4Q (127679.750000 sec): 3 clusters
  Score: Raw -592677.321861 + Penalty 2882.737166 = -589794.584695
  nChanged 254
		SP:Iteration 5Q (127679.980000 sec): 3 clusters
  Score: Raw -592774.508434 + Penalty 2882.737166 = -589891.771269
  nChanged 215
		SP:Iteration 6Q (127680.160000 sec): 3 clusters
  Score: Raw -592852.461312 + Penalty 2882.737166 = -589969.724146
  nChanged 195
		SP:Iteration 7Q (127680.350000 sec): 3 clusters
  Score: Raw -592927.988744 + Penalty 2882.737166 = -590045.251578
  nChanged 181
		SP:Iteration 8Q (127680.540000 sec): 3 clusters
  Score: Raw -593005.821888 + Penalty 2882.737166 = -590123.084722
  nChanged 193
		SP:Iteration 9Q (127680.720000 sec): 3 clusters
  Score: Raw -593104.250952 + Penalty 2882.737166 = -590221.513786
  nChanged 210
		SP:Iteration 10Q (127680.900000 sec): 3 clusters
  Score: Raw -593196.580145 + Penalty 2882.737166 = -590313.842979
  nChanged 179
		SP:Iteration 11Q (127681.080000 sec): 3 clusters
  Score: Raw -593275.446422 + Penalty 2882.737166 = -590392.709256
  nChanged 165
		SP:Iteration 12Q (127681.250000 sec): 3 clusters
  Score: Raw -593349.259181 + Penalty 2882.737166 = -590466.522015
  nChanged 178
		SP:Iteration 13Q (127681.420000 sec): 3 clusters
  Score: Raw -593421.895015 + Penalty 2882.737166 = -590539.157849
  nChanged 159
		SP:Iteration 14Q (127681.580000 sec): 3 clusters
  Score: Raw -593481.596372 + Penalty 2882.737166 = -590598.859206
  nChanged 144
		SP:Iteration 15Q (127681.750000 sec): 3 clusters
  Score: Raw -593543.680118 + Penalty 2882.737166 = -590660.942952
  nChanged 140
		SP:Iteration 16Q (127681.920000 sec): 3 clusters
  Score: Raw -593606.893986 + Penalty 2882.737166 = -590724.156820
  nChanged 156
		SP:Iteration 17Q (127682.090000 sec): 3 clusters
  Score: Raw -593679.386828 + Penalty 2882.737166 = -590796.649662
  nChanged 135
		SP:Iteration 18Q (127682.260000 sec): 3 clusters
  Score: Raw -593733.899575 + Penalty 2882.737166 = -590851.162409
  nChanged 123
		SP:Iteration 19Q (127682.420000 sec): 3 clusters
  Score: Raw -593787.466022 + Penalty 2882.737166 = -590904.728856
  nChanged 118
		SP:Iteration 20F (127682.590000 sec): 3 clusters
  Score: Raw -593832.060395 + Penalty 2882.737166 = -590949.323229
  nChanged 108
		SP:Iteration 21Q (127682.760000 sec): 3 clusters
  Score: Raw -593872.196268 + Penalty 2882.737166 = -590989.459103
  nChanged 92
		SP:Iteration 22Q (127682.930000 sec): 3 clusters
  Score: Raw -593903.213105 + Penalty 2882.737166 = -591020.475939
  nChanged 75
		SP:Iteration 23Q (127683.100000 sec): 3 clusters
  Score: Raw -593933.435239 + Penalty 2882.737166 = -591050.698073
  nChanged 74
		SP:Iteration 24Q (127683.270000 sec): 3 clusters
  Score: Raw -593954.691025 + Penalty 2882.737166 = -591071.953859
  nChanged 58
		SP:Iteration 25Q (127683.440000 sec): 3 clusters
  Score: Raw -593970.293571 + Penalty 2882.737166 = -591087.556405
  nChanged 45
		SP:Iteration 26Q (127683.620000 sec): 3 clusters
  Score: Raw -593983.401273 + Penalty 2882.737166 = -591100.664107
  nChanged 45
		SP:Iteration 27Q (127683.800000 sec): 3 clusters
  Score: Raw -593997.833940 + Penalty 2882.737166 = -591115.096774
  nChanged 44
		SP:Iteration 28Q (127683.990000 sec): 3 clusters
  Score: Raw -594010.934946 + Penalty 2882.737166 = -591128.197781
  nChanged 42
		SP:Iteration 29Q (127684.170000 sec): 3 clusters
  Score: Raw -594024.164525 + Penalty 2882.737166 = -591141.427359
  nChanged 43
		SP:Iteration 30Q (127684.370000 sec): 3 clusters
  Score: Raw -594035.499553 + Penalty 2882.737166 = -591152.762387
  nChanged 37
		SP:Iteration 31Q (127684.560000 sec): 3 clusters
  Score: Raw -594043.671655 + Penalty 2882.737166 = -591160.934490
  nChanged 37
		SP:Iteration 32Q (127684.740000 sec): 3 clusters
  Score: Raw -594052.888858 + Penalty 2882.737166 = -591170.151692
  nChanged 36
		SP:Iteration 33Q (127684.920000 sec): 3 clusters
  Score: Raw -594063.356119 + Penalty 2882.737166 = -591180.618953
  nChanged 28
		SP:Iteration 34Q (127685.110000 sec): 3 clusters
  Score: Raw -594069.054511 + Penalty 2882.737166 = -591186.317345
  nChanged 26
		SP:Iteration 35Q (127685.290000 sec): 3 clusters
  Score: Raw -594074.950514 + Penalty 2882.737166 = -591192.213348
  nChanged 21
		SP:Iteration 36Q (127685.480000 sec): 3 clusters
  Score: Raw -594080.377626 + Penalty 2882.737166 = -591197.640460
  nChanged 22
		SP:Iteration 37Q (127685.720000 sec): 3 clusters
  Score: Raw -594086.388307 + Penalty 2882.737166 = -591203.651141
  nChanged 20
		SP:Iteration 38Q (127685.920000 sec): 3 clusters
  Score: Raw -594090.241314 + Penalty 2882.737166 = -591207.504148
  nChanged 22
		SP:Iteration 39Q (127686.100000 sec): 3 clusters
  Score: Raw -594095.025473 + Penalty 2882.737166 = -591212.288307
  nChanged 23
		SP:Iteration 40F (127686.300000 sec): 3 clusters
  Score: Raw -594102.044466 + Penalty 2882.737166 = -591219.307300
  nChanged 35
		SP:Iteration 41Q (127686.490000 sec): 3 clusters
  Score: Raw -594110.443360 + Penalty 2882.737166 = -591227.706194
  nChanged 28
		SP:Iteration 42Q (127686.680000 sec): 3 clusters
  Score: Raw -594117.155722 + Penalty 2882.737166 = -591234.418556
  nChanged 18
		SP:Iteration 43Q (127686.880000 sec): 3 clusters
  Score: Raw -594121.516898 + Penalty 2882.737166 = -591238.779733
  nChanged 19
		SP:Iteration 44Q (127687.070000 sec): 3 clusters
  Score: Raw -594125.586814 + Penalty 2882.737166 = -591242.849648
  nChanged 14
		SP:Iteration 45Q (127687.270000 sec): 3 clusters
  Score: Raw -594127.602540 + Penalty 2882.737166 = -591244.865374
  nChanged 9
		SP:Iteration 46Q (127687.470000 sec): 3 clusters
  Score: Raw -594128.951680 + Penalty 2882.737166 = -591246.214514
  nChanged 12
		SP:Iteration 47Q (127687.670000 sec): 3 clusters
  Score: Raw -594131.297226 + Penalty 2882.737166 = -591248.560060
  nChanged 13
		SP:Iteration 48Q (127687.860000 sec): 3 clusters
  Score: Raw -594133.354104 + Penalty 2882.737166 = -591250.616938
  nChanged 9
		SP:Iteration 49Q (127688.060000 sec): 3 clusters
  Score: Raw -594134.709417 + Penalty 2882.737166 = -591251.972252
  nChanged 11
		SP:Iteration 50Q (127688.260000 sec): 3 clusters
  Score: Raw -594137.162533 + Penalty 2882.737166 = -591254.425367
  nChanged 11
		SP:Iteration 51Q (127688.460000 sec): 3 clusters
  Score: Raw -594138.856321 + Penalty 2882.737166 = -591256.119155
  nChanged 5
		SP:Iteration 52Q (127688.640000 sec): 3 clusters
  Score: Raw -594139.591188 + Penalty 2882.737166 = -591256.854022
  nChanged 8
		SP:Iteration 53Q (127688.840000 sec): 3 clusters
  Score: Raw -594140.660843 + Penalty 2882.737166 = -591257.923677
  nChanged 9
		SP:Iteration 54Q (127689.030000 sec): 3 clusters
  Score: Raw -594142.181310 + Penalty 2882.737166 = -591259.444144
  nChanged 9
		SP:Iteration 55Q (127689.230000 sec): 3 clusters
  Score: Raw -594144.104846 + Penalty 2882.737166 = -591261.367680
  nChanged 14
		SP:Iteration 56Q (127689.420000 sec): 3 clusters
  Score: Raw -594146.812550 + Penalty 2882.737166 = -591264.075384
  nChanged 14
		SP:Iteration 57Q (127689.620000 sec): 3 clusters
  Score: Raw -594149.704592 + Penalty 2882.737166 = -591266.967426
  nChanged 11
		SP:Iteration 58Q (127689.820000 sec): 3 clusters
  Score: Raw -594151.844257 + Penalty 2882.737166 = -591269.107091
  nChanged 17
		SP:Iteration 59Q (127690.020000 sec): 3 clusters
  Score: Raw -594154.728075 + Penalty 2882.737166 = -591271.990909
  nChanged 10
		SP:Iteration 60F (127690.210000 sec): 3 clusters
  Score: Raw -594155.896562 + Penalty 2882.737166 = -591273.159396
  nChanged 11
		SP:Iteration 61Q (127690.410000 sec): 3 clusters
  Score: Raw -594157.770551 + Penalty 2882.737166 = -591275.033385
  nChanged 9
		SP:Iteration 62Q (127690.610000 sec): 3 clusters
  Score: Raw -594159.318716 + Penalty 2882.737166 = -591276.581550
  nChanged 8
		SP:Iteration 63Q (127690.810000 sec): 3 clusters
  Score: Raw -594160.507419 + Penalty 2882.737166 = -591277.770253
  nChanged 9
		SP:Iteration 64Q (127691.050000 sec): 3 clusters
  Score: Raw -594162.121450 + Penalty 2882.737166 = -591279.384284
  nChanged 9
		SP:Iteration 65Q (127691.240000 sec): 3 clusters
  Score: Raw -594163.399374 + Penalty 2882.737166 = -591280.662208
  nChanged 9
		SP:Iteration 66Q (127691.440000 sec): 3 clusters
  Score: Raw -594164.411455 + Penalty 2882.737166 = -591281.674290
  nChanged 6
		SP:Iteration 67Q (127691.640000 sec): 3 clusters
  Score: Raw -594165.192569 + Penalty 2882.737166 = -591282.455403
  nChanged 6
		SP:Iteration 68Q (127691.830000 sec): 3 clusters
  Score: Raw -594166.471609 + Penalty 2882.737166 = -591283.734443
  nChanged 11
		SP:Iteration 69Q (127692.030000 sec): 3 clusters
  Score: Raw -594168.015628 + Penalty 2882.737166 = -591285.278462
  nChanged 7
		SP:Iteration 70Q (127692.230000 sec): 3 clusters
  Score: Raw -594169.383990 + Penalty 2882.737166 = -591286.646824
  nChanged 7
		SP:Iteration 71Q (127692.420000 sec): 3 clusters
  Score: Raw -594170.444684 + Penalty 2882.737166 = -591287.707518
  nChanged 6
		SP:Iteration 72Q (127692.620000 sec): 3 clusters
  Score: Raw -594171.160976 + Penalty 2882.737166 = -591288.423811
  nChanged 1
		SP:Iteration 73Q (127692.850000 sec): 3 clusters
  Score: Raw -594171.277423 + Penalty 2882.737166 = -591288.540257
  nChanged 1
		SP:Iteration 74Q (127693.080000 sec): 3 clusters
  Score: Raw -594171.350657 + Penalty 2882.737166 = -591288.613491
  nChanged 1
		SP:Iteration 75Q (127693.300000 sec): 3 clusters
  Score: Raw -594171.456020 + Penalty 2882.737166 = -591288.718854
  nChanged 0
		SP:Iteration 76F (127693.450000 sec): 3 clusters
  Score: Raw -594171.456020 + Penalty 2882.737166 = -591288.718854
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 48 (10031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127693.570000 sec): 2 clusters
  Score: Raw -767187.595825 + Penalty 1497.183281 = -765690.412543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127693.890000 sec): 3 clusters
  Score: Raw -761549.974705 + Penalty 2994.366562 = -758555.608143
  nChanged 4335
		SP:Iteration 1F (127694.070000 sec): 3 clusters
  Score: Raw -763948.734776 + Penalty 2994.366562 = -760954.368214
  nChanged 729
		SP:Iteration 2F (127694.230000 sec): 3 clusters
  Score: Raw -764326.380137 + Penalty 2994.366562 = -761332.013575
  nChanged 618
		SP:Iteration 3F (127694.370000 sec): 3 clusters
  Score: Raw -764648.641496 + Penalty 2994.366562 = -761654.274934
  nChanged 568
		SP:Iteration 4F (127694.590000 sec): 3 clusters
  Score: Raw -764990.190324 + Penalty 2994.366562 = -761995.823762
  nChanged 565
		SP:Iteration 5F (127694.810000 sec): 3 clusters
  Score: Raw -765389.913958 + Penalty 2994.366562 = -762395.547395
  nChanged 568
		SP:Iteration 6F (127694.990000 sec): 3 clusters
  Score: Raw -765835.583763 + Penalty 2994.366562 = -762841.217200
  nChanged 555
		SP:Iteration 7F (127695.220000 sec): 3 clusters
  Score: Raw -766327.037224 + Penalty 2994.366562 = -763332.670662
  nChanged 491
		SP:Iteration 8Q (127695.480000 sec): 3 clusters
  Score: Raw -766754.768664 + Penalty 2994.366562 = -763760.402101
  nChanged 323
		SP:Iteration 9Q (127695.700000 sec): 3 clusters
  Score: Raw -767035.334696 + Penalty 2994.366562 = -764040.968134
  nChanged 230
		SP:Iteration 10Q (127695.900000 sec): 3 clusters
  Score: Raw -767229.622951 + Penalty 2994.366562 = -764235.256389
  nChanged 149
		SP:Iteration 11Q (127696.110000 sec): 3 clusters
  Score: Raw -767365.153328 + Penalty 2994.366562 = -764370.786766
  nChanged 112
		SP:Iteration 12Q (127696.310000 sec): 3 clusters
  Score: Raw -767452.733706 + Penalty 2994.366562 = -764458.367144
  nChanged 70
		SP:Iteration 13Q (127696.540000 sec): 3 clusters
  Score: Raw -767513.441609 + Penalty 2994.366562 = -764519.075046
  nChanged 40
		SP:Iteration 14Q (127696.800000 sec): 3 clusters
  Score: Raw -767541.247815 + Penalty 2994.366562 = -764546.881252
  nChanged 28
		SP:Iteration 15Q (127697.000000 sec): 3 clusters
  Score: Raw -767561.613629 + Penalty 2994.366562 = -764567.247067
  nChanged 15
		SP:Iteration 16Q (127697.210000 sec): 3 clusters
  Score: Raw -767573.450673 + Penalty 2994.366562 = -764579.084110
  nChanged 19
		SP:Iteration 17Q (127697.430000 sec): 3 clusters
  Score: Raw -767585.210198 + Penalty 2994.366562 = -764590.843636
  nChanged 12
		SP:Iteration 18Q (127697.630000 sec): 3 clusters
  Score: Raw -767592.791191 + Penalty 2994.366562 = -764598.424629
  nChanged 8
		SP:Iteration 19Q (127697.840000 sec): 3 clusters
  Score: Raw -767595.682879 + Penalty 2994.366562 = -764601.316317
  nChanged 7
		SP:Iteration 20F (127698.060000 sec): 3 clusters
  Score: Raw -767598.844493 + Penalty 2994.366562 = -764604.477931
  nChanged 6
		SP:Iteration 21Q (127698.270000 sec): 3 clusters
  Score: Raw -767602.497179 + Penalty 2994.366562 = -764608.130616
  nChanged 6
		SP:Iteration 22Q (127698.470000 sec): 3 clusters
  Score: Raw -767605.136038 + Penalty 2994.366562 = -764610.769475
  nChanged 6
		SP:Iteration 23Q (127698.670000 sec): 3 clusters
  Score: Raw -767610.677036 + Penalty 2994.366562 = -764616.310474
  nChanged 9
		SP:Iteration 24Q (127698.880000 sec): 3 clusters
  Score: Raw -767615.790478 + Penalty 2994.366562 = -764621.423916
  nChanged 8
		SP:Iteration 25Q (127699.060000 sec): 3 clusters
  Score: Raw -767619.864838 + Penalty 2994.366562 = -764625.498275
  nChanged 10
		SP:Iteration 26Q (127699.300000 sec): 3 clusters
  Score: Raw -767626.476279 + Penalty 2994.366562 = -764632.109717
  nChanged 11
		SP:Iteration 27Q (127699.560000 sec): 3 clusters
  Score: Raw -767632.001847 + Penalty 2994.366562 = -764637.635284
  nChanged 11
		SP:Iteration 28Q (127699.770000 sec): 3 clusters
  Score: Raw -767638.791488 + Penalty 2994.366562 = -764644.424925
  nChanged 13
		SP:Iteration 29Q (127699.980000 sec): 3 clusters
  Score: Raw -767645.632912 + Penalty 2994.366562 = -764651.266350
  nChanged 9
		SP:Iteration 30Q (127700.190000 sec): 3 clusters
  Score: Raw -767650.710413 + Penalty 2994.366562 = -764656.343850
  nChanged 6
		SP:Iteration 31Q (127700.390000 sec): 3 clusters
  Score: Raw -767654.195464 + Penalty 2994.366562 = -764659.828902
  nChanged 5
		SP:Iteration 32Q (127700.610000 sec): 3 clusters
  Score: Raw -767655.880475 + Penalty 2994.366562 = -764661.513912
  nChanged 1
		SP:Iteration 33Q (127700.830000 sec): 3 clusters
  Score: Raw -767656.491388 + Penalty 2994.366562 = -764662.124825
  nChanged 2
		SP:Iteration 34Q (127701.010000 sec): 3 clusters
  Score: Raw -767657.256106 + Penalty 2994.366562 = -764662.889543
  nChanged 0
		SP:Iteration 35F (127701.230000 sec): 3 clusters
  Score: Raw -767657.256106 + Penalty 2994.366562 = -764662.889543
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 49 (4601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127701.350000 sec): 2 clusters
  Score: Raw -387721.222555 + Penalty 1370.529704 = -386350.692851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127701.580000 sec): 3 clusters
  Score: Raw -385340.700909 + Penalty 2741.059409 = -382599.641501
  nChanged 1839
		SP:Iteration 1F (127701.770000 sec): 3 clusters
  Score: Raw -386325.589764 + Penalty 2741.059409 = -383584.530356
  nChanged 378
		SP:Iteration 2F (127701.940000 sec): 3 clusters
  Score: Raw -386587.657037 + Penalty 2741.059409 = -383846.597628
  nChanged 324
		SP:Iteration 3F (127702.110000 sec): 3 clusters
  Score: Raw -386810.620556 + Penalty 2741.059409 = -384069.561147
  nChanged 262
		SP:Iteration 4F (127702.280000 sec): 3 clusters
  Score: Raw -386990.685177 + Penalty 2741.059409 = -384249.625768
  nChanged 222
		SP:Iteration 5Q (127702.460000 sec): 3 clusters
  Score: Raw -387152.421893 + Penalty 2741.059409 = -384411.362484
  nChanged 213
		SP:Iteration 6Q (127702.630000 sec): 3 clusters
  Score: Raw -387312.705767 + Penalty 2741.059409 = -384571.646359
  nChanged 196
		SP:Iteration 7Q (127702.810000 sec): 3 clusters
  Score: Raw -387447.422144 + Penalty 2741.059409 = -384706.362735
  nChanged 167
		SP:Iteration 8Q (127702.980000 sec): 3 clusters
  Score: Raw -387552.471802 + Penalty 2741.059409 = -384811.412394
  nChanged 137
		SP:Iteration 9Q (127703.150000 sec): 3 clusters
  Score: Raw -387622.543151 + Penalty 2741.059409 = -384881.483743
  nChanged 94
		SP:Iteration 10Q (127703.330000 sec): 3 clusters
  Score: Raw -387666.805224 + Penalty 2741.059409 = -384925.745815
  nChanged 85
		SP:Iteration 11Q (127703.500000 sec): 3 clusters
  Score: Raw -387705.962245 + Penalty 2741.059409 = -384964.902836
  nChanged 68
		SP:Iteration 12Q (127703.720000 sec): 3 clusters
  Score: Raw -387737.167342 + Penalty 2741.059409 = -384996.107933
  nChanged 51
		SP:Iteration 13Q (127703.860000 sec): 3 clusters
  Score: Raw -387759.536845 + Penalty 2741.059409 = -385018.477437
  nChanged 48
		SP:Iteration 14Q (127704.030000 sec): 3 clusters
  Score: Raw -387780.923803 + Penalty 2741.059409 = -385039.864394
  nChanged 47
		SP:Iteration 15Q (127704.210000 sec): 3 clusters
  Score: Raw -387798.463964 + Penalty 2741.059409 = -385057.404555
  nChanged 36
		SP:Iteration 16Q (127704.380000 sec): 3 clusters
  Score: Raw -387812.704296 + Penalty 2741.059409 = -385071.644887
  nChanged 29
		SP:Iteration 17Q (127704.560000 sec): 3 clusters
  Score: Raw -387823.537179 + Penalty 2741.059409 = -385082.477770
  nChanged 26
		SP:Iteration 18Q (127704.730000 sec): 3 clusters
  Score: Raw -387833.298034 + Penalty 2741.059409 = -385092.238625
  nChanged 19
		SP:Iteration 19Q (127704.910000 sec): 3 clusters
  Score: Raw -387841.504739 + Penalty 2741.059409 = -385100.445330
  nChanged 25
		SP:Iteration 20F (127705.090000 sec): 3 clusters
  Score: Raw -387850.058607 + Penalty 2741.059409 = -385108.999198
  nChanged 17
		SP:Iteration 21Q (127705.260000 sec): 3 clusters
  Score: Raw -387856.442100 + Penalty 2741.059409 = -385115.382691
  nChanged 16
		SP:Iteration 22Q (127705.430000 sec): 3 clusters
  Score: Raw -387862.264692 + Penalty 2741.059409 = -385121.205283
  nChanged 17
		SP:Iteration 23Q (127705.610000 sec): 3 clusters
  Score: Raw -387868.262546 + Penalty 2741.059409 = -385127.203138
  nChanged 17
		SP:Iteration 24Q (127705.780000 sec): 3 clusters
  Score: Raw -387874.196637 + Penalty 2741.059409 = -385133.137228
  nChanged 20
		SP:Iteration 25Q (127705.940000 sec): 3 clusters
  Score: Raw -387882.225510 + Penalty 2741.059409 = -385141.166101
  nChanged 23
		SP:Iteration 26Q (127706.110000 sec): 3 clusters
  Score: Raw -387889.368362 + Penalty 2741.059409 = -385148.308953
  nChanged 22
		SP:Iteration 27Q (127706.290000 sec): 3 clusters
  Score: Raw -387900.848674 + Penalty 2741.059409 = -385159.789265
  nChanged 30
		SP:Iteration 28Q (127706.460000 sec): 3 clusters
  Score: Raw -387921.549030 + Penalty 2741.059409 = -385180.489621
  nChanged 34
		SP:Iteration 29Q (127706.630000 sec): 3 clusters
  Score: Raw -387941.280928 + Penalty 2741.059409 = -385200.221519
  nChanged 30
		SP:Iteration 30Q (127706.810000 sec): 3 clusters
  Score: Raw -387957.789405 + Penalty 2741.059409 = -385216.729996
  nChanged 23
		SP:Iteration 31Q (127706.980000 sec): 3 clusters
  Score: Raw -387965.955995 + Penalty 2741.059409 = -385224.896586
  nChanged 11
		SP:Iteration 32Q (127707.150000 sec): 3 clusters
  Score: Raw -387970.989176 + Penalty 2741.059409 = -385229.929767
  nChanged 10
		SP:Iteration 33Q (127707.320000 sec): 3 clusters
  Score: Raw -387974.291983 + Penalty 2741.059409 = -385233.232574
  nChanged 16
		SP:Iteration 34Q (127707.500000 sec): 3 clusters
  Score: Raw -387979.828167 + Penalty 2741.059409 = -385238.768758
  nChanged 11
		SP:Iteration 35Q (127707.670000 sec): 3 clusters
  Score: Raw -387983.403628 + Penalty 2741.059409 = -385242.344219
  nChanged 5
		SP:Iteration 36Q (127707.840000 sec): 3 clusters
  Score: Raw -387984.805170 + Penalty 2741.059409 = -385243.745761
  nChanged 3
		SP:Iteration 37Q (127708.020000 sec): 3 clusters
  Score: Raw -387985.667314 + Penalty 2741.059409 = -385244.607906
  nChanged 1
		SP:Iteration 38Q (127708.190000 sec): 3 clusters
  Score: Raw -387986.438013 + Penalty 2741.059409 = -385245.378605
  nChanged 4
		SP:Iteration 39Q (127708.360000 sec): 3 clusters
  Score: Raw -387988.755998 + Penalty 2741.059409 = -385247.696589
  nChanged 7
		SP:Iteration 40F (127708.530000 sec): 3 clusters
  Score: Raw -387990.580404 + Penalty 2741.059409 = -385249.520996
  nChanged 6
		SP:Iteration 41Q (127708.710000 sec): 3 clusters
  Score: Raw -387992.349878 + Penalty 2741.059409 = -385251.290469
  nChanged 4
		SP:Iteration 42Q (127708.880000 sec): 3 clusters
  Score: Raw -387994.606182 + Penalty 2741.059409 = -385253.546774
  nChanged 6
		SP:Iteration 43Q (127709.050000 sec): 3 clusters
  Score: Raw -387997.383415 + Penalty 2741.059409 = -385256.324006
  nChanged 3
		SP:Iteration 44Q (127709.230000 sec): 3 clusters
  Score: Raw -387998.226637 + Penalty 2741.059409 = -385257.167228
  nChanged 2
		SP:Iteration 45Q (127709.400000 sec): 3 clusters
  Score: Raw -387998.959342 + Penalty 2741.059409 = -385257.899933
  nChanged 2
		SP:Iteration 46Q (127709.570000 sec): 3 clusters
  Score: Raw -387999.758132 + Penalty 2741.059409 = -385258.698724
  nChanged 2
		SP:Iteration 47Q (127709.750000 sec): 3 clusters
  Score: Raw -388000.933970 + Penalty 2741.059409 = -385259.874561
  nChanged 0
		SP:Iteration 48F (127709.920000 sec): 3 clusters
  Score: Raw -388000.933970 + Penalty 2741.059409 = -385259.874561
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 50 (7880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127710.060000 sec): 2 clusters
  Score: Raw -734389.594606 + Penalty 1457.963517 = -732931.631088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127710.280000 sec): 3 clusters
  Score: Raw -729955.154651 + Penalty 2915.927034 = -727039.227617
  nChanged 3389
		SP:Iteration 1F (127710.460000 sec): 3 clusters
  Score: Raw -731749.100483 + Penalty 2915.927034 = -728833.173448
  nChanged 435
		SP:Iteration 2F (127710.640000 sec): 3 clusters
  Score: Raw -731917.167842 + Penalty 2915.927034 = -729001.240807
  nChanged 331
		SP:Iteration 3Q (127710.830000 sec): 3 clusters
  Score: Raw -732040.076929 + Penalty 2915.927034 = -729124.149895
  nChanged 290
		SP:Iteration 4Q (127711.030000 sec): 3 clusters
  Score: Raw -732143.092503 + Penalty 2915.927034 = -729227.165469
  nChanged 246
		SP:Iteration 5Q (127711.220000 sec): 3 clusters
  Score: Raw -732222.723747 + Penalty 2915.927034 = -729306.796712
  nChanged 222
		SP:Iteration 6Q (127711.410000 sec): 3 clusters
  Score: Raw -732286.165100 + Penalty 2915.927034 = -729370.238066
  nChanged 181
		SP:Iteration 7Q (127711.590000 sec): 3 clusters
  Score: Raw -732336.338634 + Penalty 2915.927034 = -729420.411600
  nChanged 153
		SP:Iteration 8Q (127711.770000 sec): 3 clusters
  Score: Raw -732386.439412 + Penalty 2915.927034 = -729470.512377
  nChanged 166
		SP:Iteration 9Q (127711.950000 sec): 3 clusters
  Score: Raw -732444.397674 + Penalty 2915.927034 = -729528.470640
  nChanged 177
		SP:Iteration 10Q (127712.120000 sec): 3 clusters
  Score: Raw -732508.157098 + Penalty 2915.927034 = -729592.230063
  nChanged 181
		SP:Iteration 11Q (127712.310000 sec): 3 clusters
  Score: Raw -732574.024774 + Penalty 2915.927034 = -729658.097740
  nChanged 185
		SP:Iteration 12Q (127712.490000 sec): 3 clusters
  Score: Raw -732641.731852 + Penalty 2915.927034 = -729725.804817
  nChanged 200
		SP:Iteration 13Q (127712.680000 sec): 3 clusters
  Score: Raw -732716.472700 + Penalty 2915.927034 = -729800.545665
  nChanged 196
		SP:Iteration 14Q (127712.860000 sec): 3 clusters
  Score: Raw -732792.414345 + Penalty 2915.927034 = -729876.487310
  nChanged 213
		SP:Iteration 15Q (127713.040000 sec): 3 clusters
  Score: Raw -732886.921009 + Penalty 2915.927034 = -729970.993975
  nChanged 238
		SP:Iteration 16Q (127713.220000 sec): 3 clusters
  Score: Raw -733015.631863 + Penalty 2915.927034 = -730099.704828
  nChanged 276
		SP:Iteration 17Q (127713.400000 sec): 3 clusters
  Score: Raw -733183.658716 + Penalty 2915.927034 = -730267.731681
  nChanged 283
		SP:Iteration 18Q (127713.590000 sec): 3 clusters
  Score: Raw -733361.172133 + Penalty 2915.927034 = -730445.245098
  nChanged 245
		SP:Iteration 19Q (127713.770000 sec): 3 clusters
  Score: Raw -733521.581414 + Penalty 2915.927034 = -730605.654380
  nChanged 256
		SP:Iteration 20F (127713.950000 sec): 3 clusters
  Score: Raw -733716.382931 + Penalty 2915.927034 = -730800.455897
  nChanged 258
		SP:Iteration 21Q (127714.140000 sec): 3 clusters
  Score: Raw -733903.292316 + Penalty 2915.927034 = -730987.365281
  nChanged 216
		SP:Iteration 22Q (127714.340000 sec): 3 clusters
  Score: Raw -734061.279793 + Penalty 2915.927034 = -731145.352759
  nChanged 176
		SP:Iteration 23Q (127714.540000 sec): 3 clusters
  Score: Raw -734169.810622 + Penalty 2915.927034 = -731253.883588
  nChanged 137
		SP:Iteration 24Q (127714.720000 sec): 3 clusters
  Score: Raw -734258.539100 + Penalty 2915.927034 = -731342.612065
  nChanged 111
		SP:Iteration 25Q (127714.900000 sec): 3 clusters
  Score: Raw -734325.409239 + Penalty 2915.927034 = -731409.482205
  nChanged 82
		SP:Iteration 26Q (127715.080000 sec): 3 clusters
  Score: Raw -734373.725767 + Penalty 2915.927034 = -731457.798733
  nChanged 56
		SP:Iteration 27Q (127715.310000 sec): 3 clusters
  Score: Raw -734401.598550 + Penalty 2915.927034 = -731485.671516
  nChanged 46
		SP:Iteration 28Q (127715.490000 sec): 3 clusters
  Score: Raw -734426.302529 + Penalty 2915.927034 = -731510.375494
  nChanged 42
		SP:Iteration 29Q (127715.680000 sec): 3 clusters
  Score: Raw -734450.049188 + Penalty 2915.927034 = -731534.122153
  nChanged 34
		SP:Iteration 30Q (127715.880000 sec): 3 clusters
  Score: Raw -734468.468316 + Penalty 2915.927034 = -731552.541282
  nChanged 21
		SP:Iteration 31Q (127716.060000 sec): 3 clusters
  Score: Raw -734479.696928 + Penalty 2915.927034 = -731563.769894
  nChanged 19
		SP:Iteration 32Q (127716.260000 sec): 3 clusters
  Score: Raw -734488.722672 + Penalty 2915.927034 = -731572.795638
  nChanged 10
		SP:Iteration 33Q (127716.450000 sec): 3 clusters
  Score: Raw -734492.984558 + Penalty 2915.927034 = -731577.057523
  nChanged 8
		SP:Iteration 34Q (127716.640000 sec): 3 clusters
  Score: Raw -734495.681870 + Penalty 2915.927034 = -731579.754836
  nChanged 6
		SP:Iteration 35Q (127716.880000 sec): 3 clusters
  Score: Raw -734498.634764 + Penalty 2915.927034 = -731582.707730
  nChanged 4
		SP:Iteration 36Q (127717.040000 sec): 3 clusters
  Score: Raw -734500.664290 + Penalty 2915.927034 = -731584.737255
  nChanged 6
		SP:Iteration 37Q (127717.220000 sec): 3 clusters
  Score: Raw -734503.216496 + Penalty 2915.927034 = -731587.289462
  nChanged 8
		SP:Iteration 38Q (127717.400000 sec): 3 clusters
  Score: Raw -734506.118311 + Penalty 2915.927034 = -731590.191277
  nChanged 7
		SP:Iteration 39Q (127717.580000 sec): 3 clusters
  Score: Raw -734509.898252 + Penalty 2915.927034 = -731593.971218
  nChanged 7
		SP:Iteration 40F (127717.830000 sec): 3 clusters
  Score: Raw -734513.405839 + Penalty 2915.927034 = -731597.478804
  nChanged 12
		SP:Iteration 41Q (127718.020000 sec): 3 clusters
  Score: Raw -734519.282174 + Penalty 2915.927034 = -731603.355140
  nChanged 9
		SP:Iteration 42Q (127718.220000 sec): 3 clusters
  Score: Raw -734523.483421 + Penalty 2915.927034 = -731607.556386
  nChanged 9
		SP:Iteration 43Q (127718.410000 sec): 3 clusters
  Score: Raw -734527.459364 + Penalty 2915.927034 = -731611.532329
  nChanged 6
		SP:Iteration 44Q (127718.590000 sec): 3 clusters
  Score: Raw -734531.589648 + Penalty 2915.927034 = -731615.662613
  nChanged 7
		SP:Iteration 45Q (127718.770000 sec): 3 clusters
  Score: Raw -734535.104524 + Penalty 2915.927034 = -731619.177489
  nChanged 2
		SP:Iteration 46Q (127718.950000 sec): 3 clusters
  Score: Raw -734535.841593 + Penalty 2915.927034 = -731619.914559
  nChanged 2
		SP:Iteration 47Q (127719.140000 sec): 3 clusters
  Score: Raw -734536.383792 + Penalty 2915.927034 = -731620.456757
  nChanged 2
		SP:Iteration 48Q (127719.320000 sec): 3 clusters
  Score: Raw -734537.197242 + Penalty 2915.927034 = -731621.270207
  nChanged 0
		SP:Iteration 49F (127719.490000 sec): 3 clusters
  Score: Raw -734537.197242 + Penalty 2915.927034 = -731621.270207
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 51 (11642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127719.620000 sec): 2 clusters
  Score: Raw -993019.702283 + Penalty 1521.385861 = -991498.316422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127719.820000 sec): 3 clusters
  Score: Raw -986330.922525 + Penalty 3042.771722 = -983288.150804
  nChanged 5140
		SP:Iteration 1F (127720.100000 sec): 3 clusters
  Score: Raw -989099.444936 + Penalty 3042.771722 = -986056.673214
  nChanged 670
		SP:Iteration 2F (127720.300000 sec): 3 clusters
  Score: Raw -989357.129607 + Penalty 3042.771722 = -986314.357886
  nChanged 539
		SP:Iteration 3Q (127720.510000 sec): 3 clusters
  Score: Raw -989575.371089 + Penalty 3042.771722 = -986532.599368
  nChanged 525
		SP:Iteration 4Q (127720.710000 sec): 3 clusters
  Score: Raw -989800.375286 + Penalty 3042.771722 = -986757.603564
  nChanged 482
		SP:Iteration 5Q (127720.980000 sec): 3 clusters
  Score: Raw -990001.037480 + Penalty 3042.771722 = -986958.265759
  nChanged 443
		SP:Iteration 6Q (127721.150000 sec): 3 clusters
  Score: Raw -990204.349633 + Penalty 3042.771722 = -987161.577911
  nChanged 477
		SP:Iteration 7Q (127721.400000 sec): 3 clusters
  Score: Raw -990449.932855 + Penalty 3042.771722 = -987407.161133
  nChanged 478
		SP:Iteration 8Q (127721.660000 sec): 3 clusters
  Score: Raw -990715.469798 + Penalty 3042.771722 = -987672.698076
  nChanged 497
		SP:Iteration 9Q (127721.870000 sec): 3 clusters
  Score: Raw -991020.821799 + Penalty 3042.771722 = -987978.050078
  nChanged 529
		SP:Iteration 10Q (127722.080000 sec): 3 clusters
  Score: Raw -991368.601158 + Penalty 3042.771722 = -988325.829436
  nChanged 508
		SP:Iteration 11Q (127722.290000 sec): 3 clusters
  Score: Raw -991727.827136 + Penalty 3042.771722 = -988685.055414
  nChanged 501
		SP:Iteration 12Q (127722.490000 sec): 3 clusters
  Score: Raw -992064.148486 + Penalty 3042.771722 = -989021.376764
  nChanged 434
		SP:Iteration 13Q (127722.770000 sec): 3 clusters
  Score: Raw -992360.167790 + Penalty 3042.771722 = -989317.396068
  nChanged 342
		SP:Iteration 14Q (127722.940000 sec): 3 clusters
  Score: Raw -992579.090468 + Penalty 3042.771722 = -989536.318747
  nChanged 290
		SP:Iteration 15Q (127723.200000 sec): 3 clusters
  Score: Raw -992750.107843 + Penalty 3042.771722 = -989707.336122
  nChanged 229
		SP:Iteration 16Q (127723.440000 sec): 3 clusters
  Score: Raw -992869.028189 + Penalty 3042.771722 = -989826.256467
  nChanged 205
		SP:Iteration 17Q (127723.640000 sec): 3 clusters
  Score: Raw -992959.186600 + Penalty 3042.771722 = -989916.414879
  nChanged 148
		SP:Iteration 18Q (127723.870000 sec): 3 clusters
  Score: Raw -993015.715142 + Penalty 3042.771722 = -989972.943420
  nChanged 125
		SP:Iteration 19Q (127724.120000 sec): 3 clusters
  Score: Raw -993050.190648 + Penalty 3042.771722 = -990007.418926
  nChanged 78
		SP:Iteration 20F (127724.340000 sec): 3 clusters
  Score: Raw -993069.335683 + Penalty 3042.771722 = -990026.563961
  nChanged 82
		SP:Iteration 21Q (127724.550000 sec): 3 clusters
  Score: Raw -993090.085762 + Penalty 3042.771722 = -990047.314040
  nChanged 66
		SP:Iteration 22Q (127724.760000 sec): 3 clusters
  Score: Raw -993105.629671 + Penalty 3042.771722 = -990062.857949
  nChanged 57
		SP:Iteration 23Q (127724.960000 sec): 3 clusters
  Score: Raw -993117.591425 + Penalty 3042.771722 = -990074.819703
  nChanged 53
		SP:Iteration 24Q (127725.160000 sec): 3 clusters
  Score: Raw -993128.727654 + Penalty 3042.771722 = -990085.955932
  nChanged 46
		SP:Iteration 25Q (127725.360000 sec): 3 clusters
  Score: Raw -993139.060982 + Penalty 3042.771722 = -990096.289261
  nChanged 59
		SP:Iteration 26Q (127725.600000 sec): 3 clusters
  Score: Raw -993149.645631 + Penalty 3042.771722 = -990106.873909
  nChanged 36
		SP:Iteration 27Q (127725.800000 sec): 3 clusters
  Score: Raw -993155.633648 + Penalty 3042.771722 = -990112.861927
  nChanged 34
		SP:Iteration 28Q (127726.110000 sec): 3 clusters
  Score: Raw -993161.177895 + Penalty 3042.771722 = -990118.406173
  nChanged 34
		SP:Iteration 29Q (127726.270000 sec): 3 clusters
  Score: Raw -993165.675697 + Penalty 3042.771722 = -990122.903976
  nChanged 33
		SP:Iteration 30Q (127726.470000 sec): 3 clusters
  Score: Raw -993170.426204 + Penalty 3042.771722 = -990127.654483
  nChanged 32
		SP:Iteration 31Q (127726.680000 sec): 3 clusters
  Score: Raw -993174.500239 + Penalty 3042.771722 = -990131.728518
  nChanged 23
		SP:Iteration 32Q (127726.990000 sec): 3 clusters
  Score: Raw -993177.652454 + Penalty 3042.771722 = -990134.880732
  nChanged 18
		SP:Iteration 33Q (127727.170000 sec): 3 clusters
  Score: Raw -993180.112058 + Penalty 3042.771722 = -990137.340337
  nChanged 17
		SP:Iteration 34Q (127727.380000 sec): 3 clusters
  Score: Raw -993182.487950 + Penalty 3042.771722 = -990139.716229
  nChanged 15
		SP:Iteration 35Q (127727.640000 sec): 3 clusters
  Score: Raw -993184.313443 + Penalty 3042.771722 = -990141.541721
  nChanged 10
		SP:Iteration 36Q (127727.840000 sec): 3 clusters
  Score: Raw -993185.441870 + Penalty 3042.771722 = -990142.670148
  nChanged 10
		SP:Iteration 37Q (127728.050000 sec): 3 clusters
  Score: Raw -993186.192467 + Penalty 3042.771722 = -990143.420745
  nChanged 5
		SP:Iteration 38Q (127728.250000 sec): 3 clusters
  Score: Raw -993186.631574 + Penalty 3042.771722 = -990143.859853
  nChanged 11
		SP:Iteration 39Q (127728.450000 sec): 3 clusters
  Score: Raw -993188.092193 + Penalty 3042.771722 = -990145.320472
  nChanged 14
		SP:Iteration 40F (127728.650000 sec): 3 clusters
  Score: Raw -993189.667233 + Penalty 3042.771722 = -990146.895511
  nChanged 12
		SP:Iteration 41Q (127728.840000 sec): 3 clusters
  Score: Raw -993190.888659 + Penalty 3042.771722 = -990148.116937
  nChanged 10
		SP:Iteration 42Q (127729.030000 sec): 3 clusters
  Score: Raw -993192.073895 + Penalty 3042.771722 = -990149.302174
  nChanged 8
		SP:Iteration 43Q (127729.260000 sec): 3 clusters
  Score: Raw -993192.903678 + Penalty 3042.771722 = -990150.131956
  nChanged 13
		SP:Iteration 44Q (127729.460000 sec): 3 clusters
  Score: Raw -993194.492012 + Penalty 3042.771722 = -990151.720291
  nChanged 13
		SP:Iteration 45Q (127729.660000 sec): 3 clusters
  Score: Raw -993195.758269 + Penalty 3042.771722 = -990152.986548
  nChanged 11
		SP:Iteration 46Q (127729.850000 sec): 3 clusters
  Score: Raw -993196.589665 + Penalty 3042.771722 = -990153.817943
  nChanged 5
		SP:Iteration 47Q (127730.110000 sec): 3 clusters
  Score: Raw -993196.996671 + Penalty 3042.771722 = -990154.224949
  nChanged 6
		SP:Iteration 48Q (127730.310000 sec): 3 clusters
  Score: Raw -993197.707723 + Penalty 3042.771722 = -990154.936001
  nChanged 10
		SP:Iteration 49Q (127730.550000 sec): 3 clusters
  Score: Raw -993199.391034 + Penalty 3042.771722 = -990156.619312
  nChanged 18
		SP:Iteration 50Q (127730.750000 sec): 3 clusters
  Score: Raw -993201.893671 + Penalty 3042.771722 = -990159.121949
  nChanged 14
		SP:Iteration 51Q (127730.940000 sec): 3 clusters
  Score: Raw -993203.592169 + Penalty 3042.771722 = -990160.820448
  nChanged 13
		SP:Iteration 52Q (127731.180000 sec): 3 clusters
  Score: Raw -993204.699267 + Penalty 3042.771722 = -990161.927545
  nChanged 11
		SP:Iteration 53Q (127731.360000 sec): 3 clusters
  Score: Raw -993205.926032 + Penalty 3042.771722 = -990163.154310
  nChanged 12
		SP:Iteration 54Q (127731.600000 sec): 3 clusters
  Score: Raw -993207.378895 + Penalty 3042.771722 = -990164.607173
  nChanged 8
		SP:Iteration 55Q (127731.830000 sec): 3 clusters
  Score: Raw -993208.031537 + Penalty 3042.771722 = -990165.259816
  nChanged 9
		SP:Iteration 56Q (127732.030000 sec): 3 clusters
  Score: Raw -993208.771967 + Penalty 3042.771722 = -990166.000246
  nChanged 3
		SP:Iteration 57Q (127732.230000 sec): 3 clusters
  Score: Raw -993208.895950 + Penalty 3042.771722 = -990166.124229
  nChanged 4
		SP:Iteration 58Q (127732.430000 sec): 3 clusters
  Score: Raw -993209.110178 + Penalty 3042.771722 = -990166.338456
  nChanged 1
		SP:Iteration 59Q (127732.710000 sec): 3 clusters
  Score: Raw -993209.158595 + Penalty 3042.771722 = -990166.386874
  nChanged 1
		SP:Iteration 60F (127732.880000 sec): 3 clusters
  Score: Raw -993209.247552 + Penalty 3042.771722 = -990166.475831
  nChanged 1
		SP:Iteration 61Q (127733.070000 sec): 3 clusters
  Score: Raw -993209.288698 + Penalty 3042.771722 = -990166.516976
  nChanged 1
		SP:Iteration 62Q (127733.350000 sec): 3 clusters
  Score: Raw -993209.389031 + Penalty 3042.771722 = -990166.617310
  nChanged 0
		SP:Iteration 63F (127733.550000 sec): 3 clusters
  Score: Raw -993209.389031 + Penalty 3042.771722 = -990166.617310
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 52 (14255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127733.760000 sec): 2 clusters
  Score: Raw -1200693.431060 + Penalty 1554.290238 = -1199139.140822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127734.000000 sec): 3 clusters
  Score: Raw -1192336.005834 + Penalty 3108.580475 = -1189227.425358
  nChanged 6364
		SP:Iteration 1F (127734.320000 sec): 3 clusters
  Score: Raw -1195729.700343 + Penalty 3108.580475 = -1192621.119867
  nChanged 782
		SP:Iteration 2F (127734.550000 sec): 3 clusters
  Score: Raw -1196061.064126 + Penalty 3108.580475 = -1192952.483651
  nChanged 714
		SP:Iteration 3F (127734.850000 sec): 3 clusters
  Score: Raw -1196429.600942 + Penalty 3108.580475 = -1193321.020467
  nChanged 760
		SP:Iteration 4F (127735.130000 sec): 3 clusters
  Score: Raw -1196909.456289 + Penalty 3108.580475 = -1193800.875814
  nChanged 815
		SP:Iteration 5F (127735.340000 sec): 3 clusters
  Score: Raw -1197571.178014 + Penalty 3108.580475 = -1194462.597539
  nChanged 966
		SP:Iteration 6F (127735.590000 sec): 3 clusters
  Score: Raw -1198406.028858 + Penalty 3108.580475 = -1195297.448383
  nChanged 933
		SP:Iteration 7F (127735.840000 sec): 3 clusters
  Score: Raw -1199108.064598 + Penalty 3108.580475 = -1195999.484123
  nChanged 811
		SP:Iteration 8F (127736.080000 sec): 3 clusters
  Score: Raw -1199562.173806 + Penalty 3108.580475 = -1196453.593331
  nChanged 572
		SP:Iteration 9Q (127736.370000 sec): 3 clusters
  Score: Raw -1199837.771627 + Penalty 3108.580475 = -1196729.191152
  nChanged 426
		SP:Iteration 10Q (127736.600000 sec): 3 clusters
  Score: Raw -1200001.259180 + Penalty 3108.580475 = -1196892.678705
  nChanged 308
		SP:Iteration 11Q (127736.880000 sec): 3 clusters
  Score: Raw -1200106.264889 + Penalty 3108.580475 = -1196997.684414
  nChanged 269
		SP:Iteration 12Q (127737.160000 sec): 3 clusters
  Score: Raw -1200183.237255 + Penalty 3108.580475 = -1197074.656779
  nChanged 237
		SP:Iteration 13Q (127737.380000 sec): 3 clusters
  Score: Raw -1200245.326375 + Penalty 3108.580475 = -1197136.745899
  nChanged 182
		SP:Iteration 14Q (127737.650000 sec): 3 clusters
  Score: Raw -1200289.774532 + Penalty 3108.580475 = -1197181.194057
  nChanged 188
		SP:Iteration 15Q (127737.910000 sec): 3 clusters
  Score: Raw -1200338.115958 + Penalty 3108.580475 = -1197229.535483
  nChanged 184
		SP:Iteration 16Q (127738.180000 sec): 3 clusters
  Score: Raw -1200381.868006 + Penalty 3108.580475 = -1197273.287530
  nChanged 168
		SP:Iteration 17Q (127738.440000 sec): 3 clusters
  Score: Raw -1200422.051392 + Penalty 3108.580475 = -1197313.470917
  nChanged 161
		SP:Iteration 18Q (127738.700000 sec): 3 clusters
  Score: Raw -1200461.731683 + Penalty 3108.580475 = -1197353.151208
  nChanged 168
		SP:Iteration 19Q (127738.990000 sec): 3 clusters
  Score: Raw -1200501.668672 + Penalty 3108.580475 = -1197393.088197
  nChanged 156
		SP:Iteration 20F (127739.220000 sec): 3 clusters
  Score: Raw -1200540.865390 + Penalty 3108.580475 = -1197432.284914
  nChanged 174
		SP:Iteration 21Q (127739.520000 sec): 3 clusters
  Score: Raw -1200587.265626 + Penalty 3108.580475 = -1197478.685151
  nChanged 174
		SP:Iteration 22Q (127739.750000 sec): 3 clusters
  Score: Raw -1200634.252100 + Penalty 3108.580475 = -1197525.671625
  nChanged 180
		SP:Iteration 23Q (127740.040000 sec): 3 clusters
  Score: Raw -1200684.445533 + Penalty 3108.580475 = -1197575.865057
  nChanged 182
		SP:Iteration 24Q (127740.300000 sec): 3 clusters
  Score: Raw -1200734.738697 + Penalty 3108.580475 = -1197626.158222
  nChanged 177
		SP:Iteration 25Q (127740.560000 sec): 3 clusters
  Score: Raw -1200778.807452 + Penalty 3108.580475 = -1197670.226977
  nChanged 131
		SP:Iteration 26Q (127740.830000 sec): 3 clusters
  Score: Raw -1200808.403473 + Penalty 3108.580475 = -1197699.822998
  nChanged 125
		SP:Iteration 27Q (127741.160000 sec): 3 clusters
  Score: Raw -1200842.529832 + Penalty 3108.580475 = -1197733.949356
  nChanged 124
		SP:Iteration 28Q (127741.400000 sec): 3 clusters
  Score: Raw -1200875.357922 + Penalty 3108.580475 = -1197766.777446
  nChanged 117
		SP:Iteration 29Q (127741.660000 sec): 3 clusters
  Score: Raw -1200904.926089 + Penalty 3108.580475 = -1197796.345613
  nChanged 107
		SP:Iteration 30Q (127741.930000 sec): 3 clusters
  Score: Raw -1200930.912615 + Penalty 3108.580475 = -1197822.332140
  nChanged 95
		SP:Iteration 31Q (127742.190000 sec): 3 clusters
  Score: Raw -1200957.866240 + Penalty 3108.580475 = -1197849.285765
  nChanged 105
		SP:Iteration 32Q (127742.450000 sec): 3 clusters
  Score: Raw -1200984.008591 + Penalty 3108.580475 = -1197875.428115
  nChanged 100
		SP:Iteration 33Q (127742.760000 sec): 3 clusters
  Score: Raw -1201008.715773 + Penalty 3108.580475 = -1197900.135297
  nChanged 91
		SP:Iteration 34Q (127742.980000 sec): 3 clusters
  Score: Raw -1201034.495994 + Penalty 3108.580475 = -1197925.915519
  nChanged 92
		SP:Iteration 35Q (127743.250000 sec): 3 clusters
  Score: Raw -1201059.443420 + Penalty 3108.580475 = -1197950.862944
  nChanged 81
		SP:Iteration 36Q (127743.510000 sec): 3 clusters
  Score: Raw -1201079.900030 + Penalty 3108.580475 = -1197971.319555
  nChanged 66
		SP:Iteration 37Q (127743.780000 sec): 3 clusters
  Score: Raw -1201097.209610 + Penalty 3108.580475 = -1197988.629135
  nChanged 72
		SP:Iteration 38Q (127744.030000 sec): 3 clusters
  Score: Raw -1201117.199063 + Penalty 3108.580475 = -1198008.618587
  nChanged 66
		SP:Iteration 39Q (127744.300000 sec): 3 clusters
  Score: Raw -1201135.570999 + Penalty 3108.580475 = -1198026.990524
  nChanged 67
		SP:Iteration 40F (127744.550000 sec): 3 clusters
  Score: Raw -1201153.821130 + Penalty 3108.580475 = -1198045.240655
  nChanged 61
		SP:Iteration 41Q (127744.820000 sec): 3 clusters
  Score: Raw -1201168.489847 + Penalty 3108.580475 = -1198059.909372
  nChanged 54
		SP:Iteration 42Q (127745.060000 sec): 3 clusters
  Score: Raw -1201180.465803 + Penalty 3108.580475 = -1198071.885327
  nChanged 39
		SP:Iteration 43Q (127745.310000 sec): 3 clusters
  Score: Raw -1201189.384934 + Penalty 3108.580475 = -1198080.804459
  nChanged 31
		SP:Iteration 44Q (127745.570000 sec): 3 clusters
  Score: Raw -1201197.554058 + Penalty 3108.580475 = -1198088.973583
  nChanged 29
		SP:Iteration 45Q (127745.790000 sec): 3 clusters
  Score: Raw -1201206.450365 + Penalty 3108.580475 = -1198097.869890
  nChanged 29
		SP:Iteration 46Q (127746.040000 sec): 3 clusters
  Score: Raw -1201213.046054 + Penalty 3108.580475 = -1198104.465579
  nChanged 30
		SP:Iteration 47Q (127746.250000 sec): 3 clusters
  Score: Raw -1201219.989499 + Penalty 3108.580475 = -1198111.409024
  nChanged 28
		SP:Iteration 48Q (127746.470000 sec): 3 clusters
  Score: Raw -1201226.738128 + Penalty 3108.580475 = -1198118.157653
  nChanged 32
		SP:Iteration 49Q (127746.760000 sec): 3 clusters
  Score: Raw -1201232.880071 + Penalty 3108.580475 = -1198124.299595
  nChanged 23
		SP:Iteration 50Q (127746.970000 sec): 3 clusters
  Score: Raw -1201236.845645 + Penalty 3108.580475 = -1198128.265169
  nChanged 17
		SP:Iteration 51Q (127747.250000 sec): 3 clusters
  Score: Raw -1201240.314008 + Penalty 3108.580475 = -1198131.733532
  nChanged 15
		SP:Iteration 52Q (127747.510000 sec): 3 clusters
  Score: Raw -1201243.311727 + Penalty 3108.580475 = -1198134.731252
  nChanged 14
		SP:Iteration 53Q (127747.790000 sec): 3 clusters
  Score: Raw -1201246.023190 + Penalty 3108.580475 = -1198137.442714
  nChanged 16
		SP:Iteration 54Q (127748.060000 sec): 3 clusters
  Score: Raw -1201249.388257 + Penalty 3108.580475 = -1198140.807782
  nChanged 21
		SP:Iteration 55Q (127748.270000 sec): 3 clusters
  Score: Raw -1201252.846567 + Penalty 3108.580475 = -1198144.266092
  nChanged 14
		SP:Iteration 56Q (127748.540000 sec): 3 clusters
  Score: Raw -1201255.347705 + Penalty 3108.580475 = -1198146.767230
  nChanged 12
		SP:Iteration 57Q (127748.760000 sec): 3 clusters
  Score: Raw -1201257.428776 + Penalty 3108.580475 = -1198148.848300
  nChanged 9
		SP:Iteration 58Q (127749.020000 sec): 3 clusters
  Score: Raw -1201258.806361 + Penalty 3108.580475 = -1198150.225886
  nChanged 5
		SP:Iteration 59Q (127749.240000 sec): 3 clusters
  Score: Raw -1201259.255669 + Penalty 3108.580475 = -1198150.675194
  nChanged 0
		SP:Iteration 60F (127749.530000 sec): 3 clusters
  Score: Raw -1201259.255669 + Penalty 3108.580475 = -1198150.675194
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 53 (5844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127749.660000 sec): 2 clusters
  Score: Raw -473620.974513 + Penalty 1409.390251 = -472211.584263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127749.880000 sec): 3 clusters
  Score: Raw -470532.742294 + Penalty 2818.780501 = -467713.961792
  nChanged 2363
		SP:Iteration 1F (127750.050000 sec): 3 clusters
  Score: Raw -471818.899025 + Penalty 2818.780501 = -469000.118524
  nChanged 385
		SP:Iteration 2F (127750.250000 sec): 3 clusters
  Score: Raw -471988.329819 + Penalty 2818.780501 = -469169.549318
  nChanged 268
		SP:Iteration 3Q (127750.390000 sec): 3 clusters
  Score: Raw -472100.282680 + Penalty 2818.780501 = -469281.502179
  nChanged 221
		SP:Iteration 4Q (127750.600000 sec): 3 clusters
  Score: Raw -472178.031603 + Penalty 2818.780501 = -469359.251102
  nChanged 168
		SP:Iteration 5Q (127750.760000 sec): 3 clusters
  Score: Raw -472239.194558 + Penalty 2818.780501 = -469420.414056
  nChanged 130
		SP:Iteration 6Q (127750.960000 sec): 3 clusters
  Score: Raw -472296.651305 + Penalty 2818.780501 = -469477.870803
  nChanged 140
		SP:Iteration 7Q (127751.170000 sec): 3 clusters
  Score: Raw -472349.503164 + Penalty 2818.780501 = -469530.722663
  nChanged 124
		SP:Iteration 8Q (127751.330000 sec): 3 clusters
  Score: Raw -472398.865533 + Penalty 2818.780501 = -469580.085032
  nChanged 124
		SP:Iteration 9Q (127751.490000 sec): 3 clusters
  Score: Raw -472451.368974 + Penalty 2818.780501 = -469632.588472
  nChanged 122
		SP:Iteration 10Q (127751.700000 sec): 3 clusters
  Score: Raw -472495.842897 + Penalty 2818.780501 = -469677.062396
  nChanged 101
		SP:Iteration 11Q (127751.870000 sec): 3 clusters
  Score: Raw -472534.054526 + Penalty 2818.780501 = -469715.274025
  nChanged 103
		SP:Iteration 12Q (127752.070000 sec): 3 clusters
  Score: Raw -472576.863609 + Penalty 2818.780501 = -469758.083107
  nChanged 113
		SP:Iteration 13Q (127752.230000 sec): 3 clusters
  Score: Raw -472630.510505 + Penalty 2818.780501 = -469811.730004
  nChanged 129
		SP:Iteration 14Q (127752.390000 sec): 3 clusters
  Score: Raw -472683.202275 + Penalty 2818.780501 = -469864.421774
  nChanged 136
		SP:Iteration 15Q (127752.590000 sec): 3 clusters
  Score: Raw -472746.324681 + Penalty 2818.780501 = -469927.544180
  nChanged 126
		SP:Iteration 16Q (127752.780000 sec): 3 clusters
  Score: Raw -472806.865105 + Penalty 2818.780501 = -469988.084604
  nChanged 126
		SP:Iteration 17Q (127752.950000 sec): 3 clusters
  Score: Raw -472872.702592 + Penalty 2818.780501 = -470053.922091
  nChanged 132
		SP:Iteration 18Q (127753.120000 sec): 3 clusters
  Score: Raw -472946.369109 + Penalty 2818.780501 = -470127.588608
  nChanged 140
		SP:Iteration 19Q (127753.290000 sec): 3 clusters
  Score: Raw -473031.081107 + Penalty 2818.780501 = -470212.300606
  nChanged 145
		SP:Iteration 20F (127753.520000 sec): 3 clusters
  Score: Raw -473129.141163 + Penalty 2818.780501 = -470310.360662
  nChanged 136
		SP:Iteration 21Q (127753.700000 sec): 3 clusters
  Score: Raw -473201.974782 + Penalty 2818.780501 = -470383.194281
  nChanged 119
		SP:Iteration 22Q (127753.860000 sec): 3 clusters
  Score: Raw -473272.642802 + Penalty 2818.780501 = -470453.862301
  nChanged 117
		SP:Iteration 23Q (127754.030000 sec): 3 clusters
  Score: Raw -473322.758026 + Penalty 2818.780501 = -470503.977525
  nChanged 72
		SP:Iteration 24Q (127754.190000 sec): 3 clusters
  Score: Raw -473353.707000 + Penalty 2818.780501 = -470534.926499
  nChanged 49
		SP:Iteration 25Q (127754.350000 sec): 3 clusters
  Score: Raw -473370.157731 + Penalty 2818.780501 = -470551.377230
  nChanged 40
		SP:Iteration 26Q (127754.520000 sec): 3 clusters
  Score: Raw -473383.017187 + Penalty 2818.780501 = -470564.236686
  nChanged 43
		SP:Iteration 27Q (127754.680000 sec): 3 clusters
  Score: Raw -473395.607568 + Penalty 2818.780501 = -470576.827067
  nChanged 30
		SP:Iteration 28Q (127754.910000 sec): 3 clusters
  Score: Raw -473405.075680 + Penalty 2818.780501 = -470586.295179
  nChanged 29
		SP:Iteration 29Q (127755.100000 sec): 3 clusters
  Score: Raw -473414.259063 + Penalty 2818.780501 = -470595.478562
  nChanged 32
		SP:Iteration 30Q (127755.260000 sec): 3 clusters
  Score: Raw -473424.790096 + Penalty 2818.780501 = -470606.009595
  nChanged 35
		SP:Iteration 31Q (127755.430000 sec): 3 clusters
  Score: Raw -473436.698069 + Penalty 2818.780501 = -470617.917568
  nChanged 31
		SP:Iteration 32Q (127755.590000 sec): 3 clusters
  Score: Raw -473447.285520 + Penalty 2818.780501 = -470628.505019
  nChanged 38
		SP:Iteration 33Q (127755.750000 sec): 3 clusters
  Score: Raw -473463.039804 + Penalty 2818.780501 = -470644.259303
  nChanged 41
		SP:Iteration 34Q (127755.960000 sec): 3 clusters
  Score: Raw -473479.630876 + Penalty 2818.780501 = -470660.850375
  nChanged 45
		SP:Iteration 35Q (127756.120000 sec): 3 clusters
  Score: Raw -473493.183574 + Penalty 2818.780501 = -470674.403072
  nChanged 27
		SP:Iteration 36Q (127756.280000 sec): 3 clusters
  Score: Raw -473500.023345 + Penalty 2818.780501 = -470681.242844
  nChanged 20
		SP:Iteration 37Q (127756.440000 sec): 3 clusters
  Score: Raw -473505.440510 + Penalty 2818.780501 = -470686.660009
  nChanged 19
		SP:Iteration 38Q (127756.610000 sec): 3 clusters
  Score: Raw -473511.844421 + Penalty 2818.780501 = -470693.063920
  nChanged 22
		SP:Iteration 39Q (127756.800000 sec): 3 clusters
  Score: Raw -473518.524603 + Penalty 2818.780501 = -470699.744102
  nChanged 24
		SP:Iteration 40F (127756.960000 sec): 3 clusters
  Score: Raw -473525.068927 + Penalty 2818.780501 = -470706.288425
  nChanged 18
		SP:Iteration 41Q (127757.130000 sec): 3 clusters
  Score: Raw -473530.978793 + Penalty 2818.780501 = -470712.198292
  nChanged 14
		SP:Iteration 42Q (127757.280000 sec): 3 clusters
  Score: Raw -473534.400324 + Penalty 2818.780501 = -470715.619823
  nChanged 12
		SP:Iteration 43Q (127757.440000 sec): 3 clusters
  Score: Raw -473537.346999 + Penalty 2818.780501 = -470718.566498
  nChanged 12
		SP:Iteration 44Q (127757.640000 sec): 3 clusters
  Score: Raw -473539.825859 + Penalty 2818.780501 = -470721.045357
  nChanged 16
		SP:Iteration 45Q (127757.850000 sec): 3 clusters
  Score: Raw -473544.594185 + Penalty 2818.780501 = -470725.813683
  nChanged 13
		SP:Iteration 46Q (127758.020000 sec): 3 clusters
  Score: Raw -473549.019304 + Penalty 2818.780501 = -470730.238803
  nChanged 18
		SP:Iteration 47Q (127758.190000 sec): 3 clusters
  Score: Raw -473554.534769 + Penalty 2818.780501 = -470735.754268
  nChanged 16
		SP:Iteration 48Q (127758.350000 sec): 3 clusters
  Score: Raw -473559.191535 + Penalty 2818.780501 = -470740.411034
  nChanged 15
		SP:Iteration 49Q (127758.550000 sec): 3 clusters
  Score: Raw -473562.256682 + Penalty 2818.780501 = -470743.476181
  nChanged 4
		SP:Iteration 50Q (127758.780000 sec): 3 clusters
  Score: Raw -473563.205968 + Penalty 2818.780501 = -470744.425467
  nChanged 11
		SP:Iteration 51Q (127758.940000 sec): 3 clusters
  Score: Raw -473566.077620 + Penalty 2818.780501 = -470747.297119
  nChanged 8
		SP:Iteration 52Q (127759.100000 sec): 3 clusters
  Score: Raw -473569.370639 + Penalty 2818.780501 = -470750.590138
  nChanged 12
		SP:Iteration 53Q (127759.250000 sec): 3 clusters
  Score: Raw -473573.708121 + Penalty 2818.780501 = -470754.927620
  nChanged 10
		SP:Iteration 54Q (127759.400000 sec): 3 clusters
  Score: Raw -473576.330972 + Penalty 2818.780501 = -470757.550471
  nChanged 10
		SP:Iteration 55Q (127759.590000 sec): 3 clusters
  Score: Raw -473579.406814 + Penalty 2818.780501 = -470760.626313
  nChanged 11
		SP:Iteration 56Q (127759.740000 sec): 3 clusters
  Score: Raw -473582.354957 + Penalty 2818.780501 = -470763.574456
  nChanged 9
		SP:Iteration 57Q (127759.900000 sec): 3 clusters
  Score: Raw -473584.629583 + Penalty 2818.780501 = -470765.849081
  nChanged 10
		SP:Iteration 58Q (127760.040000 sec): 3 clusters
  Score: Raw -473587.666655 + Penalty 2818.780501 = -470768.886154
  nChanged 9
		SP:Iteration 59Q (127760.200000 sec): 3 clusters
  Score: Raw -473589.417196 + Penalty 2818.780501 = -470770.636694
  nChanged 4
		SP:Iteration 60F (127760.350000 sec): 3 clusters
  Score: Raw -473590.318645 + Penalty 2818.780501 = -470771.538144
  nChanged 3
		SP:Iteration 61Q (127760.500000 sec): 3 clusters
  Score: Raw -473590.941829 + Penalty 2818.780501 = -470772.161328
  nChanged 2
		SP:Iteration 62Q (127760.650000 sec): 3 clusters
  Score: Raw -473591.699869 + Penalty 2818.780501 = -470772.919368
  nChanged 4
		SP:Iteration 63Q (127760.840000 sec): 3 clusters
  Score: Raw -473592.744809 + Penalty 2818.780501 = -470773.964308
  nChanged 2
		SP:Iteration 64Q (127761.000000 sec): 3 clusters
  Score: Raw -473593.524642 + Penalty 2818.780501 = -470774.744141
  nChanged 3
		SP:Iteration 65Q (127761.140000 sec): 3 clusters
  Score: Raw -473594.221023 + Penalty 2818.780501 = -470775.440522
  nChanged 3
		SP:Iteration 66Q (127761.300000 sec): 3 clusters
  Score: Raw -473594.509393 + Penalty 2818.780501 = -470775.728891
  nChanged 1
		SP:Iteration 67Q (127761.460000 sec): 3 clusters
  Score: Raw -473594.733077 + Penalty 2818.780501 = -470775.952576
  nChanged 0
		SP:Iteration 68F (127761.630000 sec): 3 clusters
  Score: Raw -473594.733077 + Penalty 2818.780501 = -470775.952576
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 54 (25830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127761.890000 sec): 2 clusters
  Score: Raw -2112799.718087 + Penalty 1650.884931 = -2111148.833155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127762.270000 sec): 3 clusters
  Score: Raw -2096921.804658 + Penalty 3301.769863 = -2093620.034795
  nChanged 11786
		SP:Iteration 1F (127762.570000 sec): 3 clusters
  Score: Raw -2103746.978004 + Penalty 3301.769863 = -2100445.208141
  nChanged 1513
		SP:Iteration 2F (127762.900000 sec): 3 clusters
  Score: Raw -2104478.962659 + Penalty 3301.769863 = -2101177.192796
  nChanged 1632
		SP:Iteration 3F (127763.210000 sec): 3 clusters
  Score: Raw -2105481.559035 + Penalty 3301.769863 = -2102179.789172
  nChanged 1842
		SP:Iteration 4F (127763.570000 sec): 3 clusters
  Score: Raw -2106790.596530 + Penalty 3301.769863 = -2103488.826667
  nChanged 1857
		SP:Iteration 5F (127763.880000 sec): 3 clusters
  Score: Raw -2108145.123287 + Penalty 3301.769863 = -2104843.353424
  nChanged 1643
		SP:Iteration 6F (127764.220000 sec): 3 clusters
  Score: Raw -2109288.852143 + Penalty 3301.769863 = -2105987.082280
  nChanged 1352
		SP:Iteration 7F (127764.520000 sec): 3 clusters
  Score: Raw -2110102.572262 + Penalty 3301.769863 = -2106800.802399
  nChanged 1062
		SP:Iteration 8Q (127764.900000 sec): 3 clusters
  Score: Raw -2110682.975747 + Penalty 3301.769863 = -2107381.205884
  nChanged 823
		SP:Iteration 9Q (127765.200000 sec): 3 clusters
  Score: Raw -2111111.887258 + Penalty 3301.769863 = -2107810.117395
  nChanged 680
		SP:Iteration 10Q (127765.560000 sec): 3 clusters
  Score: Raw -2111483.670235 + Penalty 3301.769863 = -2108181.900372
  nChanged 593
		SP:Iteration 11Q (127765.910000 sec): 3 clusters
  Score: Raw -2111823.224946 + Penalty 3301.769863 = -2108521.455083
  nChanged 534
		SP:Iteration 12Q (127766.260000 sec): 3 clusters
  Score: Raw -2112120.668778 + Penalty 3301.769863 = -2108818.898915
  nChanged 435
		SP:Iteration 13Q (127766.600000 sec): 3 clusters
  Score: Raw -2112345.465908 + Penalty 3301.769863 = -2109043.696045
  nChanged 333
		SP:Iteration 14Q (127766.950000 sec): 3 clusters
  Score: Raw -2112484.768467 + Penalty 3301.769863 = -2109182.998604
  nChanged 279
		SP:Iteration 15Q (127767.320000 sec): 3 clusters
  Score: Raw -2112592.916651 + Penalty 3301.769863 = -2109291.146788
  nChanged 251
		SP:Iteration 16Q (127767.690000 sec): 3 clusters
  Score: Raw -2112695.716397 + Penalty 3301.769863 = -2109393.946534
  nChanged 247
		SP:Iteration 17Q (127768.090000 sec): 3 clusters
  Score: Raw -2112787.167930 + Penalty 3301.769863 = -2109485.398067
  nChanged 203
		SP:Iteration 18Q (127768.350000 sec): 3 clusters
  Score: Raw -2112858.344864 + Penalty 3301.769863 = -2109556.575001
  nChanged 177
		SP:Iteration 19Q (127768.690000 sec): 3 clusters
  Score: Raw -2112916.912792 + Penalty 3301.769863 = -2109615.142929
  nChanged 130
		SP:Iteration 20F (127769.030000 sec): 3 clusters
  Score: Raw -2112955.941905 + Penalty 3301.769863 = -2109654.172042
  nChanged 109
		SP:Iteration 21Q (127769.350000 sec): 3 clusters
  Score: Raw -2112983.183372 + Penalty 3301.769863 = -2109681.413509
  nChanged 99
		SP:Iteration 22Q (127769.700000 sec): 3 clusters
  Score: Raw -2113012.389767 + Penalty 3301.769863 = -2109710.619904
  nChanged 93
		SP:Iteration 23Q (127770.080000 sec): 3 clusters
  Score: Raw -2113038.546274 + Penalty 3301.769863 = -2109736.776411
  nChanged 100
		SP:Iteration 24Q (127770.430000 sec): 3 clusters
  Score: Raw -2113064.958541 + Penalty 3301.769863 = -2109763.188678
  nChanged 79
		SP:Iteration 25Q (127770.710000 sec): 3 clusters
  Score: Raw -2113083.807447 + Penalty 3301.769863 = -2109782.037584
  nChanged 67
		SP:Iteration 26Q (127771.030000 sec): 3 clusters
  Score: Raw -2113100.544505 + Penalty 3301.769863 = -2109798.774642
  nChanged 59
		SP:Iteration 27Q (127771.350000 sec): 3 clusters
  Score: Raw -2113117.034144 + Penalty 3301.769863 = -2109815.264281
  nChanged 50
		SP:Iteration 28Q (127771.700000 sec): 3 clusters
  Score: Raw -2113132.186264 + Penalty 3301.769863 = -2109830.416401
  nChanged 50
		SP:Iteration 29Q (127772.020000 sec): 3 clusters
  Score: Raw -2113144.431065 + Penalty 3301.769863 = -2109842.661202
  nChanged 48
		SP:Iteration 30Q (127772.340000 sec): 3 clusters
  Score: Raw -2113155.910003 + Penalty 3301.769863 = -2109854.140140
  nChanged 39
		SP:Iteration 31Q (127772.720000 sec): 3 clusters
  Score: Raw -2113165.916929 + Penalty 3301.769863 = -2109864.147066
  nChanged 41
		SP:Iteration 32Q (127773.000000 sec): 3 clusters
  Score: Raw -2113177.967240 + Penalty 3301.769863 = -2109876.197377
  nChanged 42
		SP:Iteration 33Q (127773.380000 sec): 3 clusters
  Score: Raw -2113192.939110 + Penalty 3301.769863 = -2109891.169247
  nChanged 49
		SP:Iteration 34Q (127773.670000 sec): 3 clusters
  Score: Raw -2113208.351218 + Penalty 3301.769863 = -2109906.581355
  nChanged 57
		SP:Iteration 35Q (127773.980000 sec): 3 clusters
  Score: Raw -2113224.939503 + Penalty 3301.769863 = -2109923.169640
  nChanged 54
		SP:Iteration 36Q (127774.320000 sec): 3 clusters
  Score: Raw -2113245.710923 + Penalty 3301.769863 = -2109943.941060
  nChanged 52
		SP:Iteration 37Q (127774.660000 sec): 3 clusters
  Score: Raw -2113267.527497 + Penalty 3301.769863 = -2109965.757634
  nChanged 57
		SP:Iteration 38Q (127775.030000 sec): 3 clusters
  Score: Raw -2113293.134978 + Penalty 3301.769863 = -2109991.365115
  nChanged 55
		SP:Iteration 39Q (127775.380000 sec): 3 clusters
  Score: Raw -2113315.431864 + Penalty 3301.769863 = -2110013.662001
  nChanged 52
		SP:Iteration 40F (127775.700000 sec): 3 clusters
  Score: Raw -2113341.443051 + Penalty 3301.769863 = -2110039.673188
  nChanged 50
		SP:Iteration 41Q (127776.020000 sec): 3 clusters
  Score: Raw -2113368.524865 + Penalty 3301.769863 = -2110066.755002
  nChanged 43
		SP:Iteration 42Q (127776.400000 sec): 3 clusters
  Score: Raw -2113390.703011 + Penalty 3301.769863 = -2110088.933148
  nChanged 39
		SP:Iteration 43Q (127776.740000 sec): 3 clusters
  Score: Raw -2113406.128828 + Penalty 3301.769863 = -2110104.358965
  nChanged 23
		SP:Iteration 44Q (127777.080000 sec): 3 clusters
  Score: Raw -2113413.757034 + Penalty 3301.769863 = -2110111.987171
  nChanged 19
		SP:Iteration 45Q (127777.400000 sec): 3 clusters
  Score: Raw -2113418.021683 + Penalty 3301.769863 = -2110116.251820
  nChanged 15
		SP:Iteration 46Q (127777.710000 sec): 3 clusters
  Score: Raw -2113421.897909 + Penalty 3301.769863 = -2110120.128046
  nChanged 13
		SP:Iteration 47Q (127778.020000 sec): 3 clusters
  Score: Raw -2113424.404141 + Penalty 3301.769863 = -2110122.634278
  nChanged 8
		SP:Iteration 48Q (127778.350000 sec): 3 clusters
  Score: Raw -2113426.769817 + Penalty 3301.769863 = -2110124.999954
  nChanged 6
		SP:Iteration 49Q (127778.690000 sec): 3 clusters
  Score: Raw -2113428.855216 + Penalty 3301.769863 = -2110127.085353
  nChanged 4
		SP:Iteration 50Q (127779.040000 sec): 3 clusters
  Score: Raw -2113429.888359 + Penalty 3301.769863 = -2110128.118496
  nChanged 3
		SP:Iteration 51Q (127779.400000 sec): 3 clusters
  Score: Raw -2113430.534169 + Penalty 3301.769863 = -2110128.764306
  nChanged 2
		SP:Iteration 52Q (127779.760000 sec): 3 clusters
  Score: Raw -2113431.009287 + Penalty 3301.769863 = -2110129.239424
  nChanged 2
		SP:Iteration 53Q (127780.040000 sec): 3 clusters
  Score: Raw -2113431.129255 + Penalty 3301.769863 = -2110129.359392
  nChanged 0
		SP:Iteration 54F (127780.340000 sec): 3 clusters
  Score: Raw -2113431.129255 + Penalty 3301.769863 = -2110129.359392
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 55 (3864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127780.460000 sec): 2 clusters
  Score: Raw -289163.749672 + Penalty 1342.161957 = -287821.587716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127780.670000 sec): 3 clusters
  Score: Raw -287241.826984 + Penalty 2684.323913 = -284557.503071
  nChanged 1511
		SP:Iteration 1F (127780.800000 sec): 3 clusters
  Score: Raw -288099.035274 + Penalty 2684.323913 = -285414.711360
  nChanged 337
		SP:Iteration 2F (127780.960000 sec): 3 clusters
  Score: Raw -288322.998931 + Penalty 2684.323913 = -285638.675017
  nChanged 248
		SP:Iteration 3F (127781.120000 sec): 3 clusters
  Score: Raw -288473.977403 + Penalty 2684.323913 = -285789.653490
  nChanged 195
		SP:Iteration 4F (127781.280000 sec): 3 clusters
  Score: Raw -288593.335048 + Penalty 2684.323913 = -285909.011135
  nChanged 166
		SP:Iteration 5Q (127781.440000 sec): 3 clusters
  Score: Raw -288723.601989 + Penalty 2684.323913 = -286039.278075
  nChanged 173
		SP:Iteration 6Q (127781.600000 sec): 3 clusters
  Score: Raw -288861.410250 + Penalty 2684.323913 = -286177.086337
  nChanged 188
		SP:Iteration 7Q (127781.760000 sec): 3 clusters
  Score: Raw -289007.190408 + Penalty 2684.323913 = -286322.866495
  nChanged 166
		SP:Iteration 8Q (127781.940000 sec): 3 clusters
  Score: Raw -289152.241347 + Penalty 2684.323913 = -286467.917433
  nChanged 158
		SP:Iteration 9Q (127782.080000 sec): 3 clusters
  Score: Raw -289277.057667 + Penalty 2684.323913 = -286592.733753
  nChanged 136
		SP:Iteration 10Q (127782.240000 sec): 3 clusters
  Score: Raw -289399.179437 + Penalty 2684.323913 = -286714.855523
  nChanged 128
		SP:Iteration 11Q (127782.400000 sec): 3 clusters
  Score: Raw -289512.415302 + Penalty 2684.323913 = -286828.091388
  nChanged 109
		SP:Iteration 12Q (127782.560000 sec): 3 clusters
  Score: Raw -289594.988358 + Penalty 2684.323913 = -286910.664444
  nChanged 94
		SP:Iteration 13Q (127782.720000 sec): 3 clusters
  Score: Raw -289660.995398 + Penalty 2684.323913 = -286976.671485
  nChanged 74
		SP:Iteration 14Q (127782.900000 sec): 3 clusters
  Score: Raw -289704.482096 + Penalty 2684.323913 = -287020.158182
  nChanged 41
		SP:Iteration 15Q (127783.120000 sec): 3 clusters
  Score: Raw -289727.482907 + Penalty 2684.323913 = -287043.158993
  nChanged 30
		SP:Iteration 16Q (127783.260000 sec): 3 clusters
  Score: Raw -289742.771833 + Penalty 2684.323913 = -287058.447919
  nChanged 20
		SP:Iteration 17Q (127783.440000 sec): 3 clusters
  Score: Raw -289753.261151 + Penalty 2684.323913 = -287068.937238
  nChanged 22
		SP:Iteration 18Q (127783.610000 sec): 3 clusters
  Score: Raw -289763.343421 + Penalty 2684.323913 = -287079.019507
  nChanged 14
		SP:Iteration 19Q (127783.790000 sec): 3 clusters
  Score: Raw -289768.640697 + Penalty 2684.323913 = -287084.316783
  nChanged 11
		SP:Iteration 20F (127783.960000 sec): 3 clusters
  Score: Raw -289772.770974 + Penalty 2684.323913 = -287088.447061
  nChanged 11
		SP:Iteration 21Q (127784.140000 sec): 3 clusters
  Score: Raw -289779.071983 + Penalty 2684.323913 = -287094.748070
  nChanged 12
		SP:Iteration 22Q (127784.320000 sec): 3 clusters
  Score: Raw -289784.456398 + Penalty 2684.323913 = -287100.132484
  nChanged 11
		SP:Iteration 23Q (127784.490000 sec): 3 clusters
  Score: Raw -289789.538025 + Penalty 2684.323913 = -287105.214111
  nChanged 8
		SP:Iteration 24Q (127784.670000 sec): 3 clusters
  Score: Raw -289793.166055 + Penalty 2684.323913 = -287108.842142
  nChanged 5
		SP:Iteration 25Q (127784.850000 sec): 3 clusters
  Score: Raw -289796.029613 + Penalty 2684.323913 = -287111.705699
  nChanged 9
		SP:Iteration 26Q (127785.020000 sec): 3 clusters
  Score: Raw -289800.302765 + Penalty 2684.323913 = -287115.978852
  nChanged 7
		SP:Iteration 27Q (127785.200000 sec): 3 clusters
  Score: Raw -289803.888728 + Penalty 2684.323913 = -287119.564814
  nChanged 8
		SP:Iteration 28Q (127785.370000 sec): 3 clusters
  Score: Raw -289809.589034 + Penalty 2684.323913 = -287125.265120
  nChanged 12
		SP:Iteration 29Q (127785.550000 sec): 3 clusters
  Score: Raw -289818.735306 + Penalty 2684.323913 = -287134.411393
  nChanged 10
		SP:Iteration 30Q (127785.730000 sec): 3 clusters
  Score: Raw -289826.813123 + Penalty 2684.323913 = -287142.489210
  nChanged 16
		SP:Iteration 31Q (127785.900000 sec): 3 clusters
  Score: Raw -289836.299410 + Penalty 2684.323913 = -287151.975496
  nChanged 10
		SP:Iteration 32Q (127786.080000 sec): 3 clusters
  Score: Raw -289846.330918 + Penalty 2684.323913 = -287162.007004
  nChanged 14
		SP:Iteration 33Q (127786.250000 sec): 3 clusters
  Score: Raw -289857.207483 + Penalty 2684.323913 = -287172.883569
  nChanged 12
		SP:Iteration 34Q (127786.430000 sec): 3 clusters
  Score: Raw -289865.381690 + Penalty 2684.323913 = -287181.057776
  nChanged 9
		SP:Iteration 35Q (127786.610000 sec): 3 clusters
  Score: Raw -289868.508949 + Penalty 2684.323913 = -287184.185035
  nChanged 6
		SP:Iteration 36Q (127786.780000 sec): 3 clusters
  Score: Raw -289870.986466 + Penalty 2684.323913 = -287186.662552
  nChanged 0
		SP:Iteration 37F (127786.950000 sec): 3 clusters
  Score: Raw -289870.986466 + Penalty 2684.323913 = -287186.662552
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 56 (4867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127787.080000 sec): 2 clusters
  Score: Raw -357379.687114 + Penalty 1379.662864 = -356000.024250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127787.280000 sec): 3 clusters
  Score: Raw -354921.988439 + Penalty 2759.325728 = -352162.662711
  nChanged 1976
		SP:Iteration 1F (127787.450000 sec): 3 clusters
  Score: Raw -356287.998664 + Penalty 2759.325728 = -353528.672936
  nChanged 424
		SP:Iteration 2F (127787.660000 sec): 3 clusters
  Score: Raw -356636.191554 + Penalty 2759.325728 = -353876.865826
  nChanged 341
		SP:Iteration 3F (127787.820000 sec): 3 clusters
  Score: Raw -356865.558745 + Penalty 2759.325728 = -354106.233016
  nChanged 250
		SP:Iteration 4F (127788.010000 sec): 3 clusters
  Score: Raw -357043.827544 + Penalty 2759.325728 = -354284.501816
  nChanged 191
		SP:Iteration 5Q (127788.180000 sec): 3 clusters
  Score: Raw -357165.576073 + Penalty 2759.325728 = -354406.250345
  nChanged 171
		SP:Iteration 6Q (127788.350000 sec): 3 clusters
  Score: Raw -357277.089511 + Penalty 2759.325728 = -354517.763783
  nChanged 151
		SP:Iteration 7Q (127788.560000 sec): 3 clusters
  Score: Raw -357372.881873 + Penalty 2759.325728 = -354613.556145
  nChanged 134
		SP:Iteration 8Q (127788.720000 sec): 3 clusters
  Score: Raw -357464.425956 + Penalty 2759.325728 = -354705.100228
  nChanged 127
		SP:Iteration 9Q (127788.930000 sec): 3 clusters
  Score: Raw -357540.376985 + Penalty 2759.325728 = -354781.051257
  nChanged 110
		SP:Iteration 10Q (127789.050000 sec): 3 clusters
  Score: Raw -357595.635115 + Penalty 2759.325728 = -354836.309387
  nChanged 79
		SP:Iteration 11Q (127789.210000 sec): 3 clusters
  Score: Raw -357632.026029 + Penalty 2759.325728 = -354872.700301
  nChanged 60
		SP:Iteration 12Q (127789.370000 sec): 3 clusters
  Score: Raw -357659.590864 + Penalty 2759.325728 = -354900.265136
  nChanged 56
		SP:Iteration 13Q (127789.560000 sec): 3 clusters
  Score: Raw -357678.451270 + Penalty 2759.325728 = -354919.125542
  nChanged 36
		SP:Iteration 14Q (127789.720000 sec): 3 clusters
  Score: Raw -357691.978951 + Penalty 2759.325728 = -354932.653223
  nChanged 35
		SP:Iteration 15Q (127789.850000 sec): 3 clusters
  Score: Raw -357703.885960 + Penalty 2759.325728 = -354944.560232
  nChanged 26
		SP:Iteration 16Q (127790.020000 sec): 3 clusters
  Score: Raw -357710.529279 + Penalty 2759.325728 = -354951.203551
  nChanged 17
		SP:Iteration 17Q (127790.180000 sec): 3 clusters
  Score: Raw -357715.850547 + Penalty 2759.325728 = -354956.524819
  nChanged 16
		SP:Iteration 18Q (127790.340000 sec): 3 clusters
  Score: Raw -357720.091344 + Penalty 2759.325728 = -354960.765616
  nChanged 13
		SP:Iteration 19Q (127790.500000 sec): 3 clusters
  Score: Raw -357722.967285 + Penalty 2759.325728 = -354963.641557
  nChanged 11
		SP:Iteration 20F (127790.660000 sec): 3 clusters
  Score: Raw -357725.291100 + Penalty 2759.325728 = -354965.965372
  nChanged 13
		SP:Iteration 21Q (127790.820000 sec): 3 clusters
  Score: Raw -357729.689797 + Penalty 2759.325728 = -354970.364069
  nChanged 12
		SP:Iteration 22Q (127790.980000 sec): 3 clusters
  Score: Raw -357732.497012 + Penalty 2759.325728 = -354973.171284
  nChanged 13
		SP:Iteration 23Q (127791.130000 sec): 3 clusters
  Score: Raw -357735.131751 + Penalty 2759.325728 = -354975.806023
  nChanged 11
		SP:Iteration 24Q (127791.290000 sec): 3 clusters
  Score: Raw -357737.521214 + Penalty 2759.325728 = -354978.195486
  nChanged 5
		SP:Iteration 25Q (127791.450000 sec): 3 clusters
  Score: Raw -357738.366446 + Penalty 2759.325728 = -354979.040718
  nChanged 4
		SP:Iteration 26Q (127791.610000 sec): 3 clusters
  Score: Raw -357739.414482 + Penalty 2759.325728 = -354980.088754
  nChanged 1
		SP:Iteration 27Q (127791.770000 sec): 3 clusters
  Score: Raw -357739.555842 + Penalty 2759.325728 = -354980.230114
  nChanged 2
		SP:Iteration 28Q (127791.930000 sec): 3 clusters
  Score: Raw -357739.826801 + Penalty 2759.325728 = -354980.501072
  nChanged 0
		SP:Iteration 29F (127792.090000 sec): 3 clusters
  Score: Raw -357739.826801 + Penalty 2759.325728 = -354980.501072
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 57 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127792.160000 sec): 2 clusters
  Score: Raw -30630.179858 + Penalty 960.504455 = -29669.675403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127792.320000 sec): 3 clusters
  Score: Raw -30606.278634 + Penalty 1921.008909 = -28685.269725
  nChanged 63
		SP:Iteration 1F (127792.480000 sec): 3 clusters
  Score: Raw -30731.315454 + Penalty 1921.008909 = -28810.306544
  nChanged 19
		SP:Iteration 2F (127792.640000 sec): 3 clusters
  Score: Raw -30785.613122 + Penalty 1921.008909 = -28864.604213
  nChanged 9
		SP:Iteration 3Q (127792.800000 sec): 3 clusters
  Score: Raw -30805.321500 + Penalty 1921.008909 = -28884.312591
  nChanged 5
		SP:Iteration 4Q (127792.960000 sec): 3 clusters
  Score: Raw -30811.561254 + Penalty 1921.008909 = -28890.552345
  nChanged 1
		SP:Iteration 5Q (127793.120000 sec): 3 clusters
  Score: Raw -30813.597306 + Penalty 1921.008909 = -28892.588397
  nChanged 0
		SP:Iteration 6F (127793.280000 sec): 3 clusters
  Score: Raw -30813.597306 + Penalty 1921.008909 = -28892.588397
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 58 (5209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127793.390000 sec): 2 clusters
  Score: Raw -442517.030189 + Penalty 1390.698266 = -441126.331923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127793.560000 sec): 3 clusters
  Score: Raw -439739.222746 + Penalty 2781.396533 = -436957.826213
  nChanged 2115
		SP:Iteration 1F (127793.740000 sec): 3 clusters
  Score: Raw -440906.874690 + Penalty 2781.396533 = -438125.478157
  nChanged 362
		SP:Iteration 2F (127793.910000 sec): 3 clusters
  Score: Raw -441080.357449 + Penalty 2781.396533 = -438298.960916
  nChanged 258
		SP:Iteration 3Q (127794.070000 sec): 3 clusters
  Score: Raw -441192.394486 + Penalty 2781.396533 = -438410.997953
  nChanged 192
		SP:Iteration 4Q (127794.230000 sec): 3 clusters
  Score: Raw -441276.048530 + Penalty 2781.396533 = -438494.651998
  nChanged 161
		SP:Iteration 5Q (127794.390000 sec): 3 clusters
  Score: Raw -441337.259980 + Penalty 2781.396533 = -438555.863447
  nChanged 148
		SP:Iteration 6Q (127794.550000 sec): 3 clusters
  Score: Raw -441407.241631 + Penalty 2781.396533 = -438625.845098
  nChanged 190
		SP:Iteration 7Q (127794.710000 sec): 3 clusters
  Score: Raw -441501.252226 + Penalty 2781.396533 = -438719.855693
  nChanged 183
		SP:Iteration 8Q (127794.870000 sec): 3 clusters
  Score: Raw -441587.373055 + Penalty 2781.396533 = -438805.976522
  nChanged 158
		SP:Iteration 9Q (127795.030000 sec): 3 clusters
  Score: Raw -441665.767686 + Penalty 2781.396533 = -438884.371154
  nChanged 157
		SP:Iteration 10Q (127795.190000 sec): 3 clusters
  Score: Raw -441755.451340 + Penalty 2781.396533 = -438974.054807
  nChanged 178
		SP:Iteration 11Q (127795.360000 sec): 3 clusters
  Score: Raw -441869.269249 + Penalty 2781.396533 = -439087.872716
  nChanged 160
		SP:Iteration 12Q (127795.530000 sec): 3 clusters
  Score: Raw -441968.816335 + Penalty 2781.396533 = -439187.419802
  nChanged 155
		SP:Iteration 13Q (127795.700000 sec): 3 clusters
  Score: Raw -442067.589710 + Penalty 2781.396533 = -439286.193177
  nChanged 131
		SP:Iteration 14Q (127795.880000 sec): 3 clusters
  Score: Raw -442163.590194 + Penalty 2781.396533 = -439382.193661
  nChanged 129
		SP:Iteration 15Q (127796.050000 sec): 3 clusters
  Score: Raw -442273.544059 + Penalty 2781.396533 = -439492.147526
  nChanged 121
		SP:Iteration 16Q (127796.220000 sec): 3 clusters
  Score: Raw -442388.201096 + Penalty 2781.396533 = -439606.804564
  nChanged 95
		SP:Iteration 17Q (127796.400000 sec): 3 clusters
  Score: Raw -442468.487962 + Penalty 2781.396533 = -439687.091429
  nChanged 62
		SP:Iteration 18Q (127796.570000 sec): 3 clusters
  Score: Raw -442522.049656 + Penalty 2781.396533 = -439740.653123
  nChanged 43
		SP:Iteration 19Q (127796.740000 sec): 3 clusters
  Score: Raw -442563.275828 + Penalty 2781.396533 = -439781.879295
  nChanged 32
		SP:Iteration 20F (127796.910000 sec): 3 clusters
  Score: Raw -442596.759134 + Penalty 2781.396533 = -439815.362601
  nChanged 31
		SP:Iteration 21Q (127797.090000 sec): 3 clusters
  Score: Raw -442626.815875 + Penalty 2781.396533 = -439845.419342
  nChanged 23
		SP:Iteration 22Q (127797.260000 sec): 3 clusters
  Score: Raw -442648.044699 + Penalty 2781.396533 = -439866.648166
  nChanged 12
		SP:Iteration 23Q (127797.430000 sec): 3 clusters
  Score: Raw -442658.335624 + Penalty 2781.396533 = -439876.939091
  nChanged 9
		SP:Iteration 24Q (127797.610000 sec): 3 clusters
  Score: Raw -442667.092743 + Penalty 2781.396533 = -439885.696210
  nChanged 7
		SP:Iteration 25Q (127797.780000 sec): 3 clusters
  Score: Raw -442674.012181 + Penalty 2781.396533 = -439892.615649
  nChanged 3
		SP:Iteration 26Q (127797.950000 sec): 3 clusters
  Score: Raw -442676.818481 + Penalty 2781.396533 = -439895.421948
  nChanged 3
		SP:Iteration 27Q (127798.130000 sec): 3 clusters
  Score: Raw -442679.187348 + Penalty 2781.396533 = -439897.790815
  nChanged 3
		SP:Iteration 28Q (127798.300000 sec): 3 clusters
  Score: Raw -442681.052091 + Penalty 2781.396533 = -439899.655559
  nChanged 1
		SP:Iteration 29Q (127798.470000 sec): 3 clusters
  Score: Raw -442682.254799 + Penalty 2781.396533 = -439900.858266
  nChanged 0
		SP:Iteration 30F (127798.640000 sec): 3 clusters
  Score: Raw -442682.254799 + Penalty 2781.396533 = -439900.858266
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 59 (14074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127798.820000 sec): 2 clusters
  Score: Raw -1214679.690008 + Penalty 1552.213715 = -1213127.476293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127799.070000 sec): 3 clusters
  Score: Raw -1206413.700104 + Penalty 3104.427431 = -1203309.272673
  nChanged 6314
		SP:Iteration 1F (127799.320000 sec): 3 clusters
  Score: Raw -1209910.752408 + Penalty 3104.427431 = -1206806.324977
  nChanged 945
		SP:Iteration 2F (127799.580000 sec): 3 clusters
  Score: Raw -1210418.732258 + Penalty 3104.427431 = -1207314.304828
  nChanged 982
		SP:Iteration 3F (127799.810000 sec): 3 clusters
  Score: Raw -1211037.204174 + Penalty 3104.427431 = -1207932.776743
  nChanged 1021
		SP:Iteration 4F (127800.000000 sec): 3 clusters
  Score: Raw -1211725.758079 + Penalty 3104.427431 = -1208621.330648
  nChanged 960
		SP:Iteration 5F (127800.190000 sec): 3 clusters
  Score: Raw -1212305.703372 + Penalty 3104.427431 = -1209201.275942
  nChanged 713
		SP:Iteration 6F (127800.380000 sec): 3 clusters
  Score: Raw -1212684.422967 + Penalty 3104.427431 = -1209579.995536
  nChanged 589
		SP:Iteration 7Q (127800.660000 sec): 3 clusters
  Score: Raw -1212976.161834 + Penalty 3104.427431 = -1209871.734403
  nChanged 471
		SP:Iteration 8Q (127800.940000 sec): 3 clusters
  Score: Raw -1213198.895422 + Penalty 3104.427431 = -1210094.467991
  nChanged 407
		SP:Iteration 9Q (127801.220000 sec): 3 clusters
  Score: Raw -1213395.383643 + Penalty 3104.427431 = -1210290.956213
  nChanged 351
		SP:Iteration 10Q (127801.500000 sec): 3 clusters
  Score: Raw -1213570.290653 + Penalty 3104.427431 = -1210465.863222
  nChanged 320
		SP:Iteration 11Q (127801.780000 sec): 3 clusters
  Score: Raw -1213747.275013 + Penalty 3104.427431 = -1210642.847582
  nChanged 276
		SP:Iteration 12Q (127802.060000 sec): 3 clusters
  Score: Raw -1213889.541521 + Penalty 3104.427431 = -1210785.114090
  nChanged 248
		SP:Iteration 13Q (127802.320000 sec): 3 clusters
  Score: Raw -1214030.031313 + Penalty 3104.427431 = -1210925.603883
  nChanged 234
		SP:Iteration 14Q (127802.630000 sec): 3 clusters
  Score: Raw -1214166.216359 + Penalty 3104.427431 = -1211061.788928
  nChanged 222
		SP:Iteration 15Q (127802.910000 sec): 3 clusters
  Score: Raw -1214272.235265 + Penalty 3104.427431 = -1211167.807835
  nChanged 189
		SP:Iteration 16Q (127803.180000 sec): 3 clusters
  Score: Raw -1214364.557380 + Penalty 3104.427431 = -1211260.129949
  nChanged 161
		SP:Iteration 17Q (127803.450000 sec): 3 clusters
  Score: Raw -1214436.852339 + Penalty 3104.427431 = -1211332.424908
  nChanged 136
		SP:Iteration 18Q (127803.690000 sec): 3 clusters
  Score: Raw -1214489.704712 + Penalty 3104.427431 = -1211385.277281
  nChanged 108
		SP:Iteration 19Q (127803.950000 sec): 3 clusters
  Score: Raw -1214530.578498 + Penalty 3104.427431 = -1211426.151068
  nChanged 109
		SP:Iteration 20F (127804.210000 sec): 3 clusters
  Score: Raw -1214570.849288 + Penalty 3104.427431 = -1211466.421857
  nChanged 94
		SP:Iteration 21Q (127804.480000 sec): 3 clusters
  Score: Raw -1214605.278235 + Penalty 3104.427431 = -1211500.850805
  nChanged 93
		SP:Iteration 22Q (127804.750000 sec): 3 clusters
  Score: Raw -1214640.501044 + Penalty 3104.427431 = -1211536.073613
  nChanged 87
		SP:Iteration 23Q (127805.010000 sec): 3 clusters
  Score: Raw -1214668.511367 + Penalty 3104.427431 = -1211564.083937
  nChanged 71
		SP:Iteration 24Q (127805.280000 sec): 3 clusters
  Score: Raw -1214690.123431 + Penalty 3104.427431 = -1211585.696001
  nChanged 65
		SP:Iteration 25Q (127805.520000 sec): 3 clusters
  Score: Raw -1214707.010903 + Penalty 3104.427431 = -1211602.583472
  nChanged 55
		SP:Iteration 26Q (127805.830000 sec): 3 clusters
  Score: Raw -1214722.697261 + Penalty 3104.427431 = -1211618.269830
  nChanged 57
		SP:Iteration 27Q (127806.100000 sec): 3 clusters
  Score: Raw -1214740.535028 + Penalty 3104.427431 = -1211636.107598
  nChanged 61
		SP:Iteration 28Q (127806.290000 sec): 3 clusters
  Score: Raw -1214759.349930 + Penalty 3104.427431 = -1211654.922500
  nChanged 55
		SP:Iteration 29Q (127806.560000 sec): 3 clusters
  Score: Raw -1214776.772465 + Penalty 3104.427431 = -1211672.345034
  nChanged 54
		SP:Iteration 30Q (127806.870000 sec): 3 clusters
  Score: Raw -1214794.877008 + Penalty 3104.427431 = -1211690.449577
  nChanged 42
		SP:Iteration 31Q (127807.050000 sec): 3 clusters
  Score: Raw -1214808.923729 + Penalty 3104.427431 = -1211704.496299
  nChanged 38
		SP:Iteration 32Q (127807.310000 sec): 3 clusters
  Score: Raw -1214821.728761 + Penalty 3104.427431 = -1211717.301330
  nChanged 39
		SP:Iteration 33Q (127807.610000 sec): 3 clusters
  Score: Raw -1214835.657156 + Penalty 3104.427431 = -1211731.229726
  nChanged 46
		SP:Iteration 34Q (127807.840000 sec): 3 clusters
  Score: Raw -1214851.193611 + Penalty 3104.427431 = -1211746.766180
  nChanged 37
		SP:Iteration 35Q (127808.110000 sec): 3 clusters
  Score: Raw -1214862.220158 + Penalty 3104.427431 = -1211757.792728
  nChanged 30
		SP:Iteration 36Q (127808.370000 sec): 3 clusters
  Score: Raw -1214871.006659 + Penalty 3104.427431 = -1211766.579228
  nChanged 21
		SP:Iteration 37Q (127808.640000 sec): 3 clusters
  Score: Raw -1214876.109012 + Penalty 3104.427431 = -1211771.681581
  nChanged 15
		SP:Iteration 38Q (127808.910000 sec): 3 clusters
  Score: Raw -1214880.496639 + Penalty 3104.427431 = -1211776.069209
  nChanged 12
		SP:Iteration 39Q (127809.170000 sec): 3 clusters
  Score: Raw -1214883.737244 + Penalty 3104.427431 = -1211779.309813
  nChanged 15
		SP:Iteration 40F (127809.390000 sec): 3 clusters
  Score: Raw -1214888.400532 + Penalty 3104.427431 = -1211783.973101
  nChanged 22
		SP:Iteration 41Q (127809.660000 sec): 3 clusters
  Score: Raw -1214895.089023 + Penalty 3104.427431 = -1211790.661592
  nChanged 15
		SP:Iteration 42Q (127809.930000 sec): 3 clusters
  Score: Raw -1214898.424409 + Penalty 3104.427431 = -1211793.996979
  nChanged 12
		SP:Iteration 43Q (127810.190000 sec): 3 clusters
  Score: Raw -1214901.205365 + Penalty 3104.427431 = -1211796.777934
  nChanged 11
		SP:Iteration 44Q (127810.480000 sec): 3 clusters
  Score: Raw -1214903.530488 + Penalty 3104.427431 = -1211799.103058
  nChanged 10
		SP:Iteration 45Q (127810.710000 sec): 3 clusters
  Score: Raw -1214905.672292 + Penalty 3104.427431 = -1211801.244861
  nChanged 9
		SP:Iteration 46Q (127810.980000 sec): 3 clusters
  Score: Raw -1214907.592320 + Penalty 3104.427431 = -1211803.164889
  nChanged 6
		SP:Iteration 47Q (127811.250000 sec): 3 clusters
  Score: Raw -1214909.167371 + Penalty 3104.427431 = -1211804.739940
  nChanged 5
		SP:Iteration 48Q (127811.550000 sec): 3 clusters
  Score: Raw -1214910.573261 + Penalty 3104.427431 = -1211806.145831
  nChanged 4
		SP:Iteration 49Q (127811.730000 sec): 3 clusters
  Score: Raw -1214911.419406 + Penalty 3104.427431 = -1211806.991976
  nChanged 4
		SP:Iteration 50Q (127811.990000 sec): 3 clusters
  Score: Raw -1214912.234144 + Penalty 3104.427431 = -1211807.806713
  nChanged 4
		SP:Iteration 51Q (127812.270000 sec): 3 clusters
  Score: Raw -1214913.308819 + Penalty 3104.427431 = -1211808.881388
  nChanged 5
		SP:Iteration 52Q (127812.500000 sec): 3 clusters
  Score: Raw -1214914.294651 + Penalty 3104.427431 = -1211809.867221
  nChanged 3
		SP:Iteration 53Q (127812.750000 sec): 3 clusters
  Score: Raw -1214914.807770 + Penalty 3104.427431 = -1211810.380339
  nChanged 1
		SP:Iteration 54Q (127813.010000 sec): 3 clusters
  Score: Raw -1214914.873665 + Penalty 3104.427431 = -1211810.446234
  nChanged 2
		SP:Iteration 55Q (127813.280000 sec): 3 clusters
  Score: Raw -1214915.174371 + Penalty 3104.427431 = -1211810.746941
  nChanged 0
		SP:Iteration 56F (127813.530000 sec): 3 clusters
  Score: Raw -1214915.174371 + Penalty 3104.427431 = -1211810.746941
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 60 (665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127813.610000 sec): 2 clusters
  Score: Raw -53042.062469 + Penalty 1056.215394 = -51985.847075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127813.770000 sec): 3 clusters
  Score: Raw -52884.984969 + Penalty 2112.430788 = -50772.554181
  nChanged 180
		SP:Iteration 1F (127813.930000 sec): 3 clusters
  Score: Raw -53141.396815 + Penalty 2112.430788 = -51028.966026
  nChanged 60
		SP:Iteration 2F (127814.090000 sec): 3 clusters
  Score: Raw -53233.669040 + Penalty 2112.430788 = -51121.238251
  nChanged 23
		SP:Iteration 3Q (127814.250000 sec): 3 clusters
  Score: Raw -53279.798357 + Penalty 2112.430788 = -51167.367569
  nChanged 29
		SP:Iteration 4Q (127814.410000 sec): 3 clusters
  Score: Raw -53336.837833 + Penalty 2112.430788 = -51224.407044
  nChanged 23
		SP:Iteration 5Q (127814.570000 sec): 3 clusters
  Score: Raw -53414.149926 + Penalty 2112.430788 = -51301.719138
  nChanged 25
		SP:Iteration 6Q (127814.730000 sec): 3 clusters
  Score: Raw -53599.202802 + Penalty 2112.430788 = -51486.772014
  nChanged 31
		SP:Iteration 7Q (127814.930000 sec): 3 clusters
  Score: Raw -53740.408359 + Penalty 2112.430788 = -51627.977571
  nChanged 28
		SP:Iteration 8Q (127815.090000 sec): 3 clusters
  Score: Raw -53800.123784 + Penalty 2112.430788 = -51687.692995
  nChanged 16
		SP:Iteration 9Q (127815.250000 sec): 3 clusters
  Score: Raw -53824.847804 + Penalty 2112.430788 = -51712.417016
  nChanged 11
		SP:Iteration 10Q (127815.410000 sec): 3 clusters
  Score: Raw -53839.141439 + Penalty 2112.430788 = -51726.710650
  nChanged 9
		SP:Iteration 11Q (127815.570000 sec): 3 clusters
  Score: Raw -53850.480004 + Penalty 2112.430788 = -51738.049216
  nChanged 7
		SP:Iteration 12Q (127815.720000 sec): 3 clusters
  Score: Raw -53864.878806 + Penalty 2112.430788 = -51752.448017
  nChanged 9
		SP:Iteration 13Q (127815.840000 sec): 3 clusters
  Score: Raw -53882.796774 + Penalty 2112.430788 = -51770.365985
  nChanged 6
		SP:Iteration 14Q (127816.000000 sec): 3 clusters
  Score: Raw -53898.423070 + Penalty 2112.430788 = -51785.992282
  nChanged 6
		SP:Iteration 15Q (127816.160000 sec): 3 clusters
  Score: Raw -53908.707688 + Penalty 2112.430788 = -51796.276900
  nChanged 7
		SP:Iteration 16Q (127816.320000 sec): 3 clusters
  Score: Raw -53916.920317 + Penalty 2112.430788 = -51804.489529
  nChanged 5
		SP:Iteration 17Q (127816.480000 sec): 3 clusters
  Score: Raw -53925.339444 + Penalty 2112.430788 = -51812.908656
  nChanged 8
		SP:Iteration 18Q (127816.640000 sec): 3 clusters
  Score: Raw -53942.497014 + Penalty 2112.430788 = -51830.066226
  nChanged 5
		SP:Iteration 19Q (127816.800000 sec): 3 clusters
  Score: Raw -53948.277616 + Penalty 2112.430788 = -51835.846827
  nChanged 1
		SP:Iteration 20F (127816.960000 sec): 3 clusters
  Score: Raw -53951.121163 + Penalty 2112.430788 = -51838.690375
  nChanged 4
		SP:Iteration 21Q (127817.130000 sec): 3 clusters
  Score: Raw -53965.570342 + Penalty 2112.430788 = -51853.139554
  nChanged 4
		SP:Iteration 22Q (127817.310000 sec): 3 clusters
  Score: Raw -53975.538763 + Penalty 2112.430788 = -51863.107974
  nChanged 1
		SP:Iteration 23Q (127817.480000 sec): 3 clusters
  Score: Raw -53976.250395 + Penalty 2112.430788 = -51863.819607
  nChanged 0
		SP:Iteration 24F (127817.660000 sec): 3 clusters
  Score: Raw -53976.250395 + Penalty 2112.430788 = -51863.819607
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 61 (11149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127817.820000 sec): 2 clusters
  Score: Raw -919866.950877 + Penalty 1514.354577 = -918352.596301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127818.020000 sec): 3 clusters
  Score: Raw -913479.160792 + Penalty 3028.709153 = -910450.451639
  nChanged 4862
		SP:Iteration 1F (127818.220000 sec): 3 clusters
  Score: Raw -916259.376275 + Penalty 3028.709153 = -913230.667122
  nChanged 770
		SP:Iteration 2F (127818.430000 sec): 3 clusters
  Score: Raw -916723.969002 + Penalty 3028.709153 = -913695.259849
  nChanged 745
		SP:Iteration 3F (127818.620000 sec): 3 clusters
  Score: Raw -917224.135623 + Penalty 3028.709153 = -914195.426470
  nChanged 693
		SP:Iteration 4F (127818.820000 sec): 3 clusters
  Score: Raw -917737.760547 + Penalty 3028.709153 = -914709.051394
  nChanged 679
		SP:Iteration 5F (127819.120000 sec): 3 clusters
  Score: Raw -918339.641258 + Penalty 3028.709153 = -915310.932105
  nChanged 698
		SP:Iteration 6F (127819.360000 sec): 3 clusters
  Score: Raw -918933.577137 + Penalty 3028.709153 = -915904.867984
  nChanged 594
		SP:Iteration 7F (127819.530000 sec): 3 clusters
  Score: Raw -919465.288656 + Penalty 3028.709153 = -916436.579502
  nChanged 506
		SP:Iteration 8Q (127819.740000 sec): 3 clusters
  Score: Raw -919923.124880 + Penalty 3028.709153 = -916894.415727
  nChanged 406
		SP:Iteration 9Q (127819.940000 sec): 3 clusters
  Score: Raw -920289.058737 + Penalty 3028.709153 = -917260.349584
  nChanged 319
		SP:Iteration 10Q (127820.160000 sec): 3 clusters
  Score: Raw -920500.928840 + Penalty 3028.709153 = -917472.219687
  nChanged 200
		SP:Iteration 11Q (127820.370000 sec): 3 clusters
  Score: Raw -920603.910002 + Penalty 3028.709153 = -917575.200848
  nChanged 137
		SP:Iteration 12Q (127820.650000 sec): 3 clusters
  Score: Raw -920658.755950 + Penalty 3028.709153 = -917630.046797
  nChanged 94
		SP:Iteration 13Q (127820.810000 sec): 3 clusters
  Score: Raw -920690.129835 + Penalty 3028.709153 = -917661.420682
  nChanged 84
		SP:Iteration 14Q (127821.000000 sec): 3 clusters
  Score: Raw -920719.027378 + Penalty 3028.709153 = -917690.318225
  nChanged 69
		SP:Iteration 15Q (127821.210000 sec): 3 clusters
  Score: Raw -920741.664193 + Penalty 3028.709153 = -917712.955040
  nChanged 73
		SP:Iteration 16Q (127821.400000 sec): 3 clusters
  Score: Raw -920762.406886 + Penalty 3028.709153 = -917733.697733
  nChanged 60
		SP:Iteration 17Q (127821.630000 sec): 3 clusters
  Score: Raw -920780.043633 + Penalty 3028.709153 = -917751.334480
  nChanged 49
		SP:Iteration 18Q (127821.820000 sec): 3 clusters
  Score: Raw -920792.233187 + Penalty 3028.709153 = -917763.524034
  nChanged 36
		SP:Iteration 19Q (127822.020000 sec): 3 clusters
  Score: Raw -920799.239952 + Penalty 3028.709153 = -917770.530798
  nChanged 24
		SP:Iteration 20F (127822.220000 sec): 3 clusters
  Score: Raw -920803.339922 + Penalty 3028.709153 = -917774.630768
  nChanged 23
		SP:Iteration 21Q (127822.420000 sec): 3 clusters
  Score: Raw -920806.807756 + Penalty 3028.709153 = -917778.098603
  nChanged 23
		SP:Iteration 22Q (127822.620000 sec): 3 clusters
  Score: Raw -920810.899995 + Penalty 3028.709153 = -917782.190842
  nChanged 24
		SP:Iteration 23Q (127822.810000 sec): 3 clusters
  Score: Raw -920815.704964 + Penalty 3028.709153 = -917786.995811
  nChanged 24
		SP:Iteration 24Q (127823.070000 sec): 3 clusters
  Score: Raw -920821.125677 + Penalty 3028.709153 = -917792.416524
  nChanged 16
		SP:Iteration 25Q (127823.290000 sec): 3 clusters
  Score: Raw -920823.760184 + Penalty 3028.709153 = -917795.051031
  nChanged 15
		SP:Iteration 26Q (127823.500000 sec): 3 clusters
  Score: Raw -920827.861712 + Penalty 3028.709153 = -917799.152559
  nChanged 16
		SP:Iteration 27Q (127823.700000 sec): 3 clusters
  Score: Raw -920830.834906 + Penalty 3028.709153 = -917802.125753
  nChanged 13
		SP:Iteration 28Q (127823.900000 sec): 3 clusters
  Score: Raw -920832.570018 + Penalty 3028.709153 = -917803.860865
  nChanged 11
		SP:Iteration 29Q (127824.130000 sec): 3 clusters
  Score: Raw -920834.206580 + Penalty 3028.709153 = -917805.497426
  nChanged 12
		SP:Iteration 30Q (127824.330000 sec): 3 clusters
  Score: Raw -920835.896419 + Penalty 3028.709153 = -917807.187266
  nChanged 4
		SP:Iteration 31Q (127824.540000 sec): 3 clusters
  Score: Raw -920836.687426 + Penalty 3028.709153 = -917807.978273
  nChanged 6
		SP:Iteration 32Q (127824.780000 sec): 3 clusters
  Score: Raw -920837.482439 + Penalty 3028.709153 = -917808.773286
  nChanged 4
		SP:Iteration 33Q (127824.980000 sec): 3 clusters
  Score: Raw -920838.224347 + Penalty 3028.709153 = -917809.515194
  nChanged 9
		SP:Iteration 34Q (127825.190000 sec): 3 clusters
  Score: Raw -920839.652914 + Penalty 3028.709153 = -917810.943761
  nChanged 8
		SP:Iteration 35Q (127825.400000 sec): 3 clusters
  Score: Raw -920840.527577 + Penalty 3028.709153 = -917811.818423
  nChanged 4
		SP:Iteration 36Q (127825.610000 sec): 3 clusters
  Score: Raw -920841.333292 + Penalty 3028.709153 = -917812.624139
  nChanged 5
		SP:Iteration 37Q (127825.820000 sec): 3 clusters
  Score: Raw -920842.133652 + Penalty 3028.709153 = -917813.424499
  nChanged 6
		SP:Iteration 38Q (127826.030000 sec): 3 clusters
  Score: Raw -920842.886361 + Penalty 3028.709153 = -917814.177208
  nChanged 5
		SP:Iteration 39Q (127826.240000 sec): 3 clusters
  Score: Raw -920843.549377 + Penalty 3028.709153 = -917814.840223
  nChanged 6
		SP:Iteration 40F (127826.460000 sec): 3 clusters
  Score: Raw -920844.213897 + Penalty 3028.709153 = -917815.504744
  nChanged 3
		SP:Iteration 41Q (127826.670000 sec): 3 clusters
  Score: Raw -920844.511619 + Penalty 3028.709153 = -917815.802466
  nChanged 3
		SP:Iteration 42Q (127826.920000 sec): 3 clusters
  Score: Raw -920844.814102 + Penalty 3028.709153 = -917816.104949
  nChanged 2
		SP:Iteration 43Q (127827.130000 sec): 3 clusters
  Score: Raw -920844.986887 + Penalty 3028.709153 = -917816.277734
  nChanged 0
		SP:Iteration 44F (127827.330000 sec): 3 clusters
  Score: Raw -920844.986887 + Penalty 3028.709153 = -917816.277734
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 62 (38275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127827.650000 sec): 2 clusters
  Score: Raw -3584900.858584 + Penalty 1714.789736 = -3583186.068848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127828.060000 sec): 3 clusters
  Score: Raw -3560681.622818 + Penalty 3429.579472 = -3557252.043346
  nChanged 17981
		SP:Iteration 1F (127828.500000 sec): 3 clusters
  Score: Raw -3570781.033338 + Penalty 3429.579472 = -3567351.453866
  nChanged 1420
		SP:Iteration 2Q (127828.940000 sec): 3 clusters
  Score: Raw -3571159.618422 + Penalty 3429.579472 = -3567730.038950
  nChanged 1413
		SP:Iteration 3Q (127829.350000 sec): 3 clusters
  Score: Raw -3571565.884773 + Penalty 3429.579472 = -3568136.305301
  nChanged 1497
		SP:Iteration 4Q (127829.820000 sec): 3 clusters
  Score: Raw -3572047.472448 + Penalty 3429.579472 = -3568617.892976
  nChanged 1598
		SP:Iteration 5Q (127830.260000 sec): 3 clusters
  Score: Raw -3572679.233355 + Penalty 3429.579472 = -3569249.653883
  nChanged 1861
		SP:Iteration 6Q (127830.700000 sec): 3 clusters
  Score: Raw -3573638.637206 + Penalty 3429.579472 = -3570209.057734
  nChanged 2144
		SP:Iteration 7F (127831.140000 sec): 3 clusters
  Score: Raw -3575046.750814 + Penalty 3429.579472 = -3571617.171343
  nChanged 2344
		SP:Iteration 8F (127831.550000 sec): 3 clusters
  Score: Raw -3577005.873202 + Penalty 3429.579472 = -3573576.293730
  nChanged 2264
		SP:Iteration 9F (127831.980000 sec): 3 clusters
  Score: Raw -3579112.917727 + Penalty 3429.579472 = -3575683.338255
  nChanged 1864
		SP:Iteration 10Q (127832.430000 sec): 3 clusters
  Score: Raw -3580693.780264 + Penalty 3429.579472 = -3577264.200792
  nChanged 1334
		SP:Iteration 11Q (127832.860000 sec): 3 clusters
  Score: Raw -3581529.458106 + Penalty 3429.579472 = -3578099.878634
  nChanged 898
		SP:Iteration 12Q (127833.260000 sec): 3 clusters
  Score: Raw -3581979.877079 + Penalty 3429.579472 = -3578550.297607
  nChanged 627
		SP:Iteration 13Q (127833.730000 sec): 3 clusters
  Score: Raw -3582249.786540 + Penalty 3429.579472 = -3578820.207068
  nChanged 504
		SP:Iteration 14Q (127834.160000 sec): 3 clusters
  Score: Raw -3582483.380005 + Penalty 3429.579472 = -3579053.800533
  nChanged 484
		SP:Iteration 15Q (127834.570000 sec): 3 clusters
  Score: Raw -3582715.115764 + Penalty 3429.579472 = -3579285.536293
  nChanged 446
		SP:Iteration 16Q (127835.000000 sec): 3 clusters
  Score: Raw -3582923.001411 + Penalty 3429.579472 = -3579493.421940
  nChanged 418
		SP:Iteration 17Q (127835.400000 sec): 3 clusters
  Score: Raw -3583113.933795 + Penalty 3429.579472 = -3579684.354323
  nChanged 380
		SP:Iteration 18Q (127835.800000 sec): 3 clusters
  Score: Raw -3583291.801891 + Penalty 3429.579472 = -3579862.222419
  nChanged 372
		SP:Iteration 19Q (127836.260000 sec): 3 clusters
  Score: Raw -3583467.321770 + Penalty 3429.579472 = -3580037.742298
  nChanged 355
		SP:Iteration 20F (127836.680000 sec): 3 clusters
  Score: Raw -3583641.635973 + Penalty 3429.579472 = -3580212.056501
  nChanged 308
		SP:Iteration 21Q (127837.140000 sec): 3 clusters
  Score: Raw -3583788.529491 + Penalty 3429.579472 = -3580358.950020
  nChanged 287
		SP:Iteration 22Q (127837.480000 sec): 3 clusters
  Score: Raw -3583934.386533 + Penalty 3429.579472 = -3580504.807061
  nChanged 263
		SP:Iteration 23Q (127837.920000 sec): 3 clusters
  Score: Raw -3584064.485955 + Penalty 3429.579472 = -3580634.906484
  nChanged 244
		SP:Iteration 24Q (127838.340000 sec): 3 clusters
  Score: Raw -3584194.747431 + Penalty 3429.579472 = -3580765.167960
  nChanged 235
		SP:Iteration 25Q (127838.810000 sec): 3 clusters
  Score: Raw -3584324.596732 + Penalty 3429.579472 = -3580895.017260
  nChanged 198
		SP:Iteration 26Q (127839.250000 sec): 3 clusters
  Score: Raw -3584432.148082 + Penalty 3429.579472 = -3581002.568611
  nChanged 170
		SP:Iteration 27Q (127839.660000 sec): 3 clusters
  Score: Raw -3584521.536158 + Penalty 3429.579472 = -3581091.956686
  nChanged 137
		SP:Iteration 28Q (127840.090000 sec): 3 clusters
  Score: Raw -3584599.035352 + Penalty 3429.579472 = -3581169.455880
  nChanged 125
		SP:Iteration 29Q (127840.500000 sec): 3 clusters
  Score: Raw -3584675.851054 + Penalty 3429.579472 = -3581246.271582
  nChanged 118
		SP:Iteration 30Q (127840.940000 sec): 3 clusters
  Score: Raw -3584739.505374 + Penalty 3429.579472 = -3581309.925902
  nChanged 86
		SP:Iteration 31Q (127841.370000 sec): 3 clusters
  Score: Raw -3584787.079675 + Penalty 3429.579472 = -3581357.500203
  nChanged 70
		SP:Iteration 32Q (127841.820000 sec): 3 clusters
  Score: Raw -3584828.782456 + Penalty 3429.579472 = -3581399.202984
  nChanged 60
		SP:Iteration 33Q (127842.280000 sec): 3 clusters
  Score: Raw -3584866.293616 + Penalty 3429.579472 = -3581436.714144
  nChanged 50
		SP:Iteration 34Q (127842.720000 sec): 3 clusters
  Score: Raw -3584897.107127 + Penalty 3429.579472 = -3581467.527656
  nChanged 38
		SP:Iteration 35Q (127843.150000 sec): 3 clusters
  Score: Raw -3584923.047883 + Penalty 3429.579472 = -3581493.468411
  nChanged 36
		SP:Iteration 36Q (127843.590000 sec): 3 clusters
  Score: Raw -3584948.980318 + Penalty 3429.579472 = -3581519.400847
  nChanged 38
		SP:Iteration 37Q (127844.020000 sec): 3 clusters
  Score: Raw -3584975.889084 + Penalty 3429.579472 = -3581546.309613
  nChanged 36
		SP:Iteration 38Q (127844.400000 sec): 3 clusters
  Score: Raw -3585004.950136 + Penalty 3429.579472 = -3581575.370664
  nChanged 25
		SP:Iteration 39Q (127844.830000 sec): 3 clusters
  Score: Raw -3585023.392687 + Penalty 3429.579472 = -3581593.813215
  nChanged 22
		SP:Iteration 40F (127845.280000 sec): 3 clusters
  Score: Raw -3585038.903372 + Penalty 3429.579472 = -3581609.323900
  nChanged 20
		SP:Iteration 41Q (127845.640000 sec): 3 clusters
  Score: Raw -3585052.461449 + Penalty 3429.579472 = -3581622.881978
  nChanged 16
		SP:Iteration 42Q (127846.100000 sec): 3 clusters
  Score: Raw -3585065.696203 + Penalty 3429.579472 = -3581636.116732
  nChanged 10
		SP:Iteration 43Q (127846.570000 sec): 3 clusters
  Score: Raw -3585075.844309 + Penalty 3429.579472 = -3581646.264837
  nChanged 15
		SP:Iteration 44Q (127847.050000 sec): 3 clusters
  Score: Raw -3585087.653049 + Penalty 3429.579472 = -3581658.073577
  nChanged 13
		SP:Iteration 45Q (127847.560000 sec): 3 clusters
  Score: Raw -3585094.232043 + Penalty 3429.579472 = -3581664.652572
  nChanged 6
		SP:Iteration 46Q (127847.950000 sec): 3 clusters
  Score: Raw -3585097.305255 + Penalty 3429.579472 = -3581667.725783
  nChanged 5
		SP:Iteration 47Q (127848.350000 sec): 3 clusters
  Score: Raw -3585100.287458 + Penalty 3429.579472 = -3581670.707986
  nChanged 4
		SP:Iteration 48Q (127848.780000 sec): 3 clusters
  Score: Raw -3585102.024035 + Penalty 3429.579472 = -3581672.444563
  nChanged 1
		SP:Iteration 49Q (127849.220000 sec): 3 clusters
  Score: Raw -3585102.585130 + Penalty 3429.579472 = -3581673.005658
  nChanged 2
		SP:Iteration 50Q (127849.660000 sec): 3 clusters
  Score: Raw -3585103.283805 + Penalty 3429.579472 = -3581673.704333
  nChanged 0
		SP:Iteration 51F (127850.110000 sec): 3 clusters
  Score: Raw -3585103.283805 + Penalty 3429.579472 = -3581673.704333
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 63 (775 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127850.180000 sec): 2 clusters
  Score: Raw -60768.019166 + Penalty 1081.090242 = -59686.928924
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127850.340000 sec): 3 clusters
  Score: Raw -60599.561152 + Penalty 2162.180485 = -58437.380668
  nChanged 206
		SP:Iteration 1F (127850.520000 sec): 3 clusters
  Score: Raw -60822.446258 + Penalty 2162.180485 = -58660.265773
  nChanged 67
		SP:Iteration 2F (127850.700000 sec): 3 clusters
  Score: Raw -60936.365030 + Penalty 2162.180485 = -58774.184546
  nChanged 41
		SP:Iteration 3F (127850.870000 sec): 3 clusters
  Score: Raw -61030.112519 + Penalty 2162.180485 = -58867.932035
  nChanged 37
		SP:Iteration 4Q (127851.050000 sec): 3 clusters
  Score: Raw -61106.639706 + Penalty 2162.180485 = -58944.459221
  nChanged 31
		SP:Iteration 5Q (127851.220000 sec): 3 clusters
  Score: Raw -61165.061578 + Penalty 2162.180485 = -59002.881093
  nChanged 23
		SP:Iteration 6Q (127851.400000 sec): 3 clusters
  Score: Raw -61193.338517 + Penalty 2162.180485 = -59031.158033
  nChanged 18
		SP:Iteration 7Q (127851.580000 sec): 3 clusters
  Score: Raw -61225.787395 + Penalty 2162.180485 = -59063.606910
  nChanged 14
		SP:Iteration 8Q (127851.750000 sec): 3 clusters
  Score: Raw -61243.039570 + Penalty 2162.180485 = -59080.859085
  nChanged 3
		SP:Iteration 9Q (127851.920000 sec): 3 clusters
  Score: Raw -61249.316326 + Penalty 2162.180485 = -59087.135841
  nChanged 4
		SP:Iteration 10Q (127852.100000 sec): 3 clusters
  Score: Raw -61258.750239 + Penalty 2162.180485 = -59096.569754
  nChanged 6
		SP:Iteration 11Q (127852.280000 sec): 3 clusters
  Score: Raw -61265.625440 + Penalty 2162.180485 = -59103.444956
  nChanged 3
		SP:Iteration 12Q (127852.450000 sec): 3 clusters
  Score: Raw -61269.316261 + Penalty 2162.180485 = -59107.135776
  nChanged 0
		SP:Iteration 13F (127852.630000 sec): 3 clusters
  Score: Raw -61269.316261 + Penalty 2162.180485 = -59107.135776
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 64 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127852.710000 sec): 2 clusters
  Score: Raw -36967.533101 + Penalty 986.494881 = -35981.038220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127852.890000 sec): 3 clusters
  Score: Raw -36930.767784 + Penalty 1972.989762 = -34957.778023
  nChanged 86
		SP:Iteration 1F (127853.060000 sec): 3 clusters
  Score: Raw -37087.381088 + Penalty 1972.989762 = -35114.391326
  nChanged 28
		SP:Iteration 2F (127853.240000 sec): 3 clusters
  Score: Raw -37143.085833 + Penalty 1972.989762 = -35170.096071
  nChanged 14
		SP:Iteration 3Q (127853.420000 sec): 3 clusters
  Score: Raw -37169.058117 + Penalty 1972.989762 = -35196.068355
  nChanged 4
		SP:Iteration 4Q (127853.640000 sec): 3 clusters
  Score: Raw -37175.783976 + Penalty 1972.989762 = -35202.794215
  nChanged 5
		SP:Iteration 5Q (127853.810000 sec): 3 clusters
  Score: Raw -37182.551996 + Penalty 1972.989762 = -35209.562235
  nChanged 2
		SP:Iteration 6Q (127853.980000 sec): 3 clusters
  Score: Raw -37184.272926 + Penalty 1972.989762 = -35211.283165
  nChanged 0
		SP:Iteration 7F (127854.160000 sec): 3 clusters
  Score: Raw -37184.272926 + Penalty 1972.989762 = -35211.283165
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 65 (1544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127854.220000 sec): 2 clusters
  Score: Raw -128525.784877 + Penalty 1193.096406 = -127332.688471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127854.420000 sec): 3 clusters
  Score: Raw -127947.534472 + Penalty 2386.192812 = -125561.341659
  nChanged 496
		SP:Iteration 1F (127854.570000 sec): 3 clusters
  Score: Raw -128278.214756 + Penalty 2386.192812 = -125892.021943
  nChanged 105
		SP:Iteration 2F (127854.720000 sec): 3 clusters
  Score: Raw -128351.982240 + Penalty 2386.192812 = -125965.789428
  nChanged 57
		SP:Iteration 3Q (127854.880000 sec): 3 clusters
  Score: Raw -128399.600198 + Penalty 2386.192812 = -126013.407385
  nChanged 47
		SP:Iteration 4Q (127855.030000 sec): 3 clusters
  Score: Raw -128436.203252 + Penalty 2386.192812 = -126050.010440
  nChanged 39
		SP:Iteration 5Q (127855.180000 sec): 3 clusters
  Score: Raw -128473.197259 + Penalty 2386.192812 = -126087.004446
  nChanged 37
		SP:Iteration 6Q (127855.340000 sec): 3 clusters
  Score: Raw -128502.607291 + Penalty 2386.192812 = -126116.414478
  nChanged 37
		SP:Iteration 7Q (127855.490000 sec): 3 clusters
  Score: Raw -128531.767872 + Penalty 2386.192812 = -126145.575059
  nChanged 29
		SP:Iteration 8Q (127855.650000 sec): 3 clusters
  Score: Raw -128548.379308 + Penalty 2386.192812 = -126162.186495
  nChanged 26
		SP:Iteration 9Q (127855.810000 sec): 3 clusters
  Score: Raw -128564.656033 + Penalty 2386.192812 = -126178.463221
  nChanged 18
		SP:Iteration 10Q (127855.970000 sec): 3 clusters
  Score: Raw -128574.524775 + Penalty 2386.192812 = -126188.331963
  nChanged 12
		SP:Iteration 11Q (127856.130000 sec): 3 clusters
  Score: Raw -128581.753872 + Penalty 2386.192812 = -126195.561059
  nChanged 10
		SP:Iteration 12Q (127856.290000 sec): 3 clusters
  Score: Raw -128586.044444 + Penalty 2386.192812 = -126199.851632
  nChanged 11
		SP:Iteration 13Q (127856.450000 sec): 3 clusters
  Score: Raw -128590.535218 + Penalty 2386.192812 = -126204.342405
  nChanged 13
		SP:Iteration 14Q (127856.610000 sec): 3 clusters
  Score: Raw -128598.634463 + Penalty 2386.192812 = -126212.441650
  nChanged 17
		SP:Iteration 15Q (127856.770000 sec): 3 clusters
  Score: Raw -128609.706574 + Penalty 2386.192812 = -126223.513761
  nChanged 14
		SP:Iteration 16Q (127856.930000 sec): 3 clusters
  Score: Raw -128622.392255 + Penalty 2386.192812 = -126236.199442
  nChanged 12
		SP:Iteration 17Q (127857.090000 sec): 3 clusters
  Score: Raw -128629.443226 + Penalty 2386.192812 = -126243.250414
  nChanged 12
		SP:Iteration 18Q (127857.270000 sec): 3 clusters
  Score: Raw -128637.771815 + Penalty 2386.192812 = -126251.579003
  nChanged 10
		SP:Iteration 19Q (127857.440000 sec): 3 clusters
  Score: Raw -128643.680582 + Penalty 2386.192812 = -126257.487770
  nChanged 9
		SP:Iteration 20F (127857.620000 sec): 3 clusters
  Score: Raw -128649.749752 + Penalty 2386.192812 = -126263.556939
  nChanged 11
		SP:Iteration 21Q (127857.800000 sec): 3 clusters
  Score: Raw -128657.258116 + Penalty 2386.192812 = -126271.065303
  nChanged 7
		SP:Iteration 22Q (127857.970000 sec): 3 clusters
  Score: Raw -128660.307524 + Penalty 2386.192812 = -126274.114712
  nChanged 9
		SP:Iteration 23Q (127858.150000 sec): 3 clusters
  Score: Raw -128664.471021 + Penalty 2386.192812 = -126278.278208
  nChanged 5
		SP:Iteration 24Q (127858.320000 sec): 3 clusters
  Score: Raw -128666.290235 + Penalty 2386.192812 = -126280.097422
  nChanged 4
		SP:Iteration 25Q (127858.500000 sec): 3 clusters
  Score: Raw -128667.805619 + Penalty 2386.192812 = -126281.612806
  nChanged 5
		SP:Iteration 26Q (127858.680000 sec): 3 clusters
  Score: Raw -128670.896705 + Penalty 2386.192812 = -126284.703893
  nChanged 3
		SP:Iteration 27Q (127858.850000 sec): 3 clusters
  Score: Raw -128671.736363 + Penalty 2386.192812 = -126285.543550
  nChanged 0
		SP:Iteration 28F (127859.030000 sec): 3 clusters
  Score: Raw -128671.736363 + Penalty 2386.192812 = -126285.543550
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 66 (450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127859.150000 sec): 2 clusters
  Score: Raw -36746.869961 + Penalty 992.752732 = -35754.117229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127859.320000 sec): 3 clusters
  Score: Raw -36699.734255 + Penalty 1985.505464 = -34714.228790
  nChanged 101
		SP:Iteration 1F (127859.500000 sec): 3 clusters
  Score: Raw -36863.602806 + Penalty 1985.505464 = -34878.097341
  nChanged 23
		SP:Iteration 2F (127859.680000 sec): 3 clusters
  Score: Raw -36907.258056 + Penalty 1985.505464 = -34921.752591
  nChanged 11
		SP:Iteration 3Q (127859.850000 sec): 3 clusters
  Score: Raw -36929.024260 + Penalty 1985.505464 = -34943.518796
  nChanged 3
		SP:Iteration 4Q (127860.020000 sec): 3 clusters
  Score: Raw -36936.083248 + Penalty 1985.505464 = -34950.577784
  nChanged 5
		SP:Iteration 5Q (127860.160000 sec): 3 clusters
  Score: Raw -36943.707327 + Penalty 1985.505464 = -34958.201863
  nChanged 4
		SP:Iteration 6Q (127860.330000 sec): 3 clusters
  Score: Raw -36952.388057 + Penalty 1985.505464 = -34966.882592
  nChanged 3
		SP:Iteration 7Q (127860.510000 sec): 3 clusters
  Score: Raw -36959.800320 + Penalty 1985.505464 = -34974.294856
  nChanged 2
		SP:Iteration 8Q (127860.680000 sec): 3 clusters
  Score: Raw -36963.025180 + Penalty 1985.505464 = -34977.519716
  nChanged 1
		SP:Iteration 9Q (127860.860000 sec): 3 clusters
  Score: Raw -36966.525502 + Penalty 1985.505464 = -34981.020038
  nChanged 2
		SP:Iteration 10Q (127861.040000 sec): 3 clusters
  Score: Raw -36969.271464 + Penalty 1985.505464 = -34983.766000
  nChanged 0
		SP:Iteration 11F (127861.210000 sec): 3 clusters
  Score: Raw -36969.271464 + Penalty 1985.505464 = -34983.766000
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 67 (2749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127861.320000 sec): 2 clusters
  Score: Raw -225208.804643 + Penalty 1286.836279 = -223921.968364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127861.500000 sec): 3 clusters
  Score: Raw -223926.669324 + Penalty 2573.672559 = -221352.996765
  nChanged 1024
		SP:Iteration 1F (127861.680000 sec): 3 clusters
  Score: Raw -224530.310784 + Penalty 2573.672559 = -221956.638225
  nChanged 220
		SP:Iteration 2F (127861.860000 sec): 3 clusters
  Score: Raw -224676.762720 + Penalty 2573.672559 = -222103.090161
  nChanged 150
		SP:Iteration 3F (127862.030000 sec): 3 clusters
  Score: Raw -224765.179821 + Penalty 2573.672559 = -222191.507262
  nChanged 117
		SP:Iteration 4Q (127862.220000 sec): 3 clusters
  Score: Raw -224834.863464 + Penalty 2573.672559 = -222261.190905
  nChanged 88
		SP:Iteration 5Q (127862.440000 sec): 3 clusters
  Score: Raw -224886.275342 + Penalty 2573.672559 = -222312.602783
  nChanged 73
		SP:Iteration 6Q (127862.600000 sec): 3 clusters
  Score: Raw -224932.095431 + Penalty 2573.672559 = -222358.422873
  nChanged 59
		SP:Iteration 7Q (127862.770000 sec): 3 clusters
  Score: Raw -224968.059502 + Penalty 2573.672559 = -222394.386944
  nChanged 57
		SP:Iteration 8Q (127862.940000 sec): 3 clusters
  Score: Raw -224999.086469 + Penalty 2573.672559 = -222425.413910
  nChanged 55
		SP:Iteration 9Q (127863.120000 sec): 3 clusters
  Score: Raw -225028.501002 + Penalty 2573.672559 = -222454.828444
  nChanged 39
		SP:Iteration 10Q (127863.300000 sec): 3 clusters
  Score: Raw -225050.949259 + Penalty 2573.672559 = -222477.276701
  nChanged 52
		SP:Iteration 11Q (127863.470000 sec): 3 clusters
  Score: Raw -225081.963500 + Penalty 2573.672559 = -222508.290942
  nChanged 61
		SP:Iteration 12Q (127863.650000 sec): 3 clusters
  Score: Raw -225117.042392 + Penalty 2573.672559 = -222543.369833
  nChanged 53
		SP:Iteration 13Q (127863.820000 sec): 3 clusters
  Score: Raw -225149.375275 + Penalty 2573.672559 = -222575.702717
  nChanged 56
		SP:Iteration 14Q (127864.000000 sec): 3 clusters
  Score: Raw -225174.298314 + Penalty 2573.672559 = -222600.625756
  nChanged 48
		SP:Iteration 15Q (127864.180000 sec): 3 clusters
  Score: Raw -225197.053957 + Penalty 2573.672559 = -222623.381398
  nChanged 36
		SP:Iteration 16Q (127864.350000 sec): 3 clusters
  Score: Raw -225218.600604 + Penalty 2573.672559 = -222644.928045
  nChanged 40
		SP:Iteration 17Q (127864.530000 sec): 3 clusters
  Score: Raw -225241.782177 + Penalty 2573.672559 = -222668.109618
  nChanged 36
		SP:Iteration 18Q (127864.700000 sec): 3 clusters
  Score: Raw -225266.706970 + Penalty 2573.672559 = -222693.034412
  nChanged 44
		SP:Iteration 19Q (127864.880000 sec): 3 clusters
  Score: Raw -225303.870514 + Penalty 2573.672559 = -222730.197955
  nChanged 49
		SP:Iteration 20F (127865.060000 sec): 3 clusters
  Score: Raw -225342.266140 + Penalty 2573.672559 = -222768.593581
  nChanged 43
		SP:Iteration 21Q (127865.230000 sec): 3 clusters
  Score: Raw -225380.835192 + Penalty 2573.672559 = -222807.162633
  nChanged 47
		SP:Iteration 22Q (127865.410000 sec): 3 clusters
  Score: Raw -225411.175870 + Penalty 2573.672559 = -222837.503311
  nChanged 38
		SP:Iteration 23Q (127865.580000 sec): 3 clusters
  Score: Raw -225438.373631 + Penalty 2573.672559 = -222864.701072
  nChanged 44
		SP:Iteration 24Q (127865.760000 sec): 3 clusters
  Score: Raw -225469.811518 + Penalty 2573.672559 = -222896.138959
  nChanged 37
		SP:Iteration 25Q (127865.930000 sec): 3 clusters
  Score: Raw -225498.261231 + Penalty 2573.672559 = -222924.588672
  nChanged 39
		SP:Iteration 26Q (127866.110000 sec): 3 clusters
  Score: Raw -225525.067273 + Penalty 2573.672559 = -222951.394715
  nChanged 33
		SP:Iteration 27Q (127866.280000 sec): 3 clusters
  Score: Raw -225542.024303 + Penalty 2573.672559 = -222968.351744
  nChanged 17
		SP:Iteration 28Q (127866.460000 sec): 3 clusters
  Score: Raw -225551.365805 + Penalty 2573.672559 = -222977.693246
  nChanged 15
		SP:Iteration 29Q (127866.640000 sec): 3 clusters
  Score: Raw -225559.303522 + Penalty 2573.672559 = -222985.630963
  nChanged 16
		SP:Iteration 30Q (127866.810000 sec): 3 clusters
  Score: Raw -225567.562782 + Penalty 2573.672559 = -222993.890223
  nChanged 16
		SP:Iteration 31Q (127866.990000 sec): 3 clusters
  Score: Raw -225576.513875 + Penalty 2573.672559 = -223002.841316
  nChanged 15
		SP:Iteration 32Q (127867.160000 sec): 3 clusters
  Score: Raw -225585.892821 + Penalty 2573.672559 = -223012.220263
  nChanged 21
		SP:Iteration 33Q (127867.340000 sec): 3 clusters
  Score: Raw -225600.561478 + Penalty 2573.672559 = -223026.888920
  nChanged 27
		SP:Iteration 34Q (127867.520000 sec): 3 clusters
  Score: Raw -225617.280708 + Penalty 2573.672559 = -223043.608150
  nChanged 16
		SP:Iteration 35Q (127867.690000 sec): 3 clusters
  Score: Raw -225624.874813 + Penalty 2573.672559 = -223051.202255
  nChanged 18
		SP:Iteration 36Q (127867.870000 sec): 3 clusters
  Score: Raw -225632.597256 + Penalty 2573.672559 = -223058.924697
  nChanged 10
		SP:Iteration 37Q (127868.040000 sec): 3 clusters
  Score: Raw -225640.446866 + Penalty 2573.672559 = -223066.774308
  nChanged 15
		SP:Iteration 38Q (127868.220000 sec): 3 clusters
  Score: Raw -225649.894902 + Penalty 2573.672559 = -223076.222343
  nChanged 11
		SP:Iteration 39Q (127868.400000 sec): 3 clusters
  Score: Raw -225655.054822 + Penalty 2573.672559 = -223081.382263
  nChanged 14
		SP:Iteration 40F (127868.570000 sec): 3 clusters
  Score: Raw -225663.694959 + Penalty 2573.672559 = -223090.022400
  nChanged 23
		SP:Iteration 41Q (127868.750000 sec): 3 clusters
  Score: Raw -225676.065742 + Penalty 2573.672559 = -223102.393183
  nChanged 23
		SP:Iteration 42Q (127868.920000 sec): 3 clusters
  Score: Raw -225685.180253 + Penalty 2573.672559 = -223111.507694
  nChanged 18
		SP:Iteration 43Q (127869.100000 sec): 3 clusters
  Score: Raw -225695.352534 + Penalty 2573.672559 = -223121.679975
  nChanged 17
		SP:Iteration 44Q (127869.280000 sec): 3 clusters
  Score: Raw -225702.486874 + Penalty 2573.672559 = -223128.814316
  nChanged 16
		SP:Iteration 45Q (127869.450000 sec): 3 clusters
  Score: Raw -225713.128865 + Penalty 2573.672559 = -223139.456306
  nChanged 16
		SP:Iteration 46Q (127869.630000 sec): 3 clusters
  Score: Raw -225724.099117 + Penalty 2573.672559 = -223150.426558
  nChanged 16
		SP:Iteration 47Q (127869.800000 sec): 3 clusters
  Score: Raw -225735.093637 + Penalty 2573.672559 = -223161.421078
  nChanged 18
		SP:Iteration 48Q (127869.980000 sec): 3 clusters
  Score: Raw -225746.196028 + Penalty 2573.672559 = -223172.523469
  nChanged 17
		SP:Iteration 49Q (127870.160000 sec): 3 clusters
  Score: Raw -225759.689089 + Penalty 2573.672559 = -223186.016531
  nChanged 20
		SP:Iteration 50Q (127870.330000 sec): 3 clusters
  Score: Raw -225771.289727 + Penalty 2573.672559 = -223197.617169
  nChanged 15
		SP:Iteration 51Q (127870.510000 sec): 3 clusters
  Score: Raw -225778.772364 + Penalty 2573.672559 = -223205.099805
  nChanged 13
		SP:Iteration 52Q (127870.680000 sec): 3 clusters
  Score: Raw -225784.402379 + Penalty 2573.672559 = -223210.729820
  nChanged 13
		SP:Iteration 53Q (127870.860000 sec): 3 clusters
  Score: Raw -225789.901336 + Penalty 2573.672559 = -223216.228778
  nChanged 8
		SP:Iteration 54Q (127871.030000 sec): 3 clusters
  Score: Raw -225794.105900 + Penalty 2573.672559 = -223220.433342
  nChanged 7
		SP:Iteration 55Q (127871.210000 sec): 3 clusters
  Score: Raw -225795.794232 + Penalty 2573.672559 = -223222.121673
  nChanged 3
		SP:Iteration 56Q (127871.380000 sec): 3 clusters
  Score: Raw -225796.826787 + Penalty 2573.672559 = -223223.154228
  nChanged 0
		SP:Iteration 57F (127871.560000 sec): 3 clusters
  Score: Raw -225796.826787 + Penalty 2573.672559 = -223223.154228
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 68 (7365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127871.680000 sec): 2 clusters
  Score: Raw -609325.606303 + Penalty 1446.980328 = -607878.625974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127871.890000 sec): 3 clusters
  Score: Raw -605356.079005 + Penalty 2893.960657 = -602462.118348
  nChanged 3078
		SP:Iteration 1F (127872.080000 sec): 3 clusters
  Score: Raw -607207.832376 + Penalty 2893.960657 = -604313.871719
  nChanged 588
		SP:Iteration 2F (127872.270000 sec): 3 clusters
  Score: Raw -607715.494004 + Penalty 2893.960657 = -604821.533348
  nChanged 527
		SP:Iteration 3F (127872.470000 sec): 3 clusters
  Score: Raw -608174.877904 + Penalty 2893.960657 = -605280.917247
  nChanged 510
		SP:Iteration 4F (127872.670000 sec): 3 clusters
  Score: Raw -608541.956505 + Penalty 2893.960657 = -605647.995848
  nChanged 473
		SP:Iteration 5F (127872.860000 sec): 3 clusters
  Score: Raw -608913.355555 + Penalty 2893.960657 = -606019.394898
  nChanged 415
		SP:Iteration 6F (127873.060000 sec): 3 clusters
  Score: Raw -609223.170213 + Penalty 2893.960657 = -606329.209556
  nChanged 334
		SP:Iteration 7Q (127873.250000 sec): 3 clusters
  Score: Raw -609461.587615 + Penalty 2893.960657 = -606567.626958
  nChanged 285
		SP:Iteration 8Q (127873.450000 sec): 3 clusters
  Score: Raw -609626.593967 + Penalty 2893.960657 = -606732.633310
  nChanged 200
		SP:Iteration 9Q (127873.640000 sec): 3 clusters
  Score: Raw -609731.016814 + Penalty 2893.960657 = -606837.056158
  nChanged 166
		SP:Iteration 10Q (127873.820000 sec): 3 clusters
  Score: Raw -609801.009325 + Penalty 2893.960657 = -606907.048668
  nChanged 132
		SP:Iteration 11Q (127874.000000 sec): 3 clusters
  Score: Raw -609848.063700 + Penalty 2893.960657 = -606954.103043
  nChanged 95
		SP:Iteration 12Q (127874.180000 sec): 3 clusters
  Score: Raw -609885.003540 + Penalty 2893.960657 = -606991.042883
  nChanged 75
		SP:Iteration 13Q (127874.370000 sec): 3 clusters
  Score: Raw -609909.667965 + Penalty 2893.960657 = -607015.707308
  nChanged 61
		SP:Iteration 14Q (127874.550000 sec): 3 clusters
  Score: Raw -609929.569231 + Penalty 2893.960657 = -607035.608574
  nChanged 61
		SP:Iteration 15Q (127874.750000 sec): 3 clusters
  Score: Raw -609953.000933 + Penalty 2893.960657 = -607059.040276
  nChanged 69
		SP:Iteration 16Q (127874.950000 sec): 3 clusters
  Score: Raw -609983.748793 + Penalty 2893.960657 = -607089.788136
  nChanged 84
		SP:Iteration 17Q (127875.140000 sec): 3 clusters
  Score: Raw -610019.223124 + Penalty 2893.960657 = -607125.262467
  nChanged 62
		SP:Iteration 18Q (127875.340000 sec): 3 clusters
  Score: Raw -610045.038935 + Penalty 2893.960657 = -607151.078278
  nChanged 68
		SP:Iteration 19Q (127875.540000 sec): 3 clusters
  Score: Raw -610081.301067 + Penalty 2893.960657 = -607187.340410
  nChanged 72
		SP:Iteration 20F (127875.730000 sec): 3 clusters
  Score: Raw -610112.844921 + Penalty 2893.960657 = -607218.884264
  nChanged 64
		SP:Iteration 21Q (127875.930000 sec): 3 clusters
  Score: Raw -610140.265863 + Penalty 2893.960657 = -607246.305206
  nChanged 62
		SP:Iteration 22Q (127876.130000 sec): 3 clusters
  Score: Raw -610169.601158 + Penalty 2893.960657 = -607275.640501
  nChanged 68
		SP:Iteration 23Q (127876.330000 sec): 3 clusters
  Score: Raw -610202.491341 + Penalty 2893.960657 = -607308.530684
  nChanged 73
		SP:Iteration 24Q (127876.520000 sec): 3 clusters
  Score: Raw -610240.462435 + Penalty 2893.960657 = -607346.501779
  nChanged 78
		SP:Iteration 25Q (127876.720000 sec): 3 clusters
  Score: Raw -610289.085999 + Penalty 2893.960657 = -607395.125342
  nChanged 80
		SP:Iteration 26Q (127876.910000 sec): 3 clusters
  Score: Raw -610336.598485 + Penalty 2893.960657 = -607442.637828
  nChanged 65
		SP:Iteration 27Q (127877.100000 sec): 3 clusters
  Score: Raw -610373.313364 + Penalty 2893.960657 = -607479.352707
  nChanged 54
		SP:Iteration 28Q (127877.300000 sec): 3 clusters
  Score: Raw -610401.765993 + Penalty 2893.960657 = -607507.805336
  nChanged 55
		SP:Iteration 29Q (127877.490000 sec): 3 clusters
  Score: Raw -610433.545032 + Penalty 2893.960657 = -607539.584375
  nChanged 45
		SP:Iteration 30Q (127877.680000 sec): 3 clusters
  Score: Raw -610453.501713 + Penalty 2893.960657 = -607559.541056
  nChanged 35
		SP:Iteration 31Q (127877.860000 sec): 3 clusters
  Score: Raw -610466.892464 + Penalty 2893.960657 = -607572.931807
  nChanged 25
		SP:Iteration 32Q (127878.040000 sec): 3 clusters
  Score: Raw -610475.805477 + Penalty 2893.960657 = -607581.844821
  nChanged 21
		SP:Iteration 33Q (127878.220000 sec): 3 clusters
  Score: Raw -610479.857164 + Penalty 2893.960657 = -607585.896507
  nChanged 16
		SP:Iteration 34Q (127878.410000 sec): 3 clusters
  Score: Raw -610483.217692 + Penalty 2893.960657 = -607589.257035
  nChanged 13
		SP:Iteration 35Q (127878.590000 sec): 3 clusters
  Score: Raw -610486.443921 + Penalty 2893.960657 = -607592.483264
  nChanged 10
		SP:Iteration 36Q (127878.770000 sec): 3 clusters
  Score: Raw -610489.035837 + Penalty 2893.960657 = -607595.075180
  nChanged 10
		SP:Iteration 37Q (127878.960000 sec): 3 clusters
  Score: Raw -610492.866727 + Penalty 2893.960657 = -607598.906070
  nChanged 14
		SP:Iteration 38Q (127879.150000 sec): 3 clusters
  Score: Raw -610495.773795 + Penalty 2893.960657 = -607601.813138
  nChanged 5
		SP:Iteration 39Q (127879.330000 sec): 3 clusters
  Score: Raw -610496.801117 + Penalty 2893.960657 = -607602.840460
  nChanged 6
		SP:Iteration 40F (127879.520000 sec): 3 clusters
  Score: Raw -610498.430977 + Penalty 2893.960657 = -607604.470320
  nChanged 7
		SP:Iteration 41Q (127879.700000 sec): 3 clusters
  Score: Raw -610499.871322 + Penalty 2893.960657 = -607605.910665
  nChanged 7
		SP:Iteration 42Q (127879.890000 sec): 3 clusters
  Score: Raw -610500.975315 + Penalty 2893.960657 = -607607.014658
  nChanged 6
		SP:Iteration 43Q (127880.070000 sec): 3 clusters
  Score: Raw -610501.775081 + Penalty 2893.960657 = -607607.814424
  nChanged 3
		SP:Iteration 44Q (127880.260000 sec): 3 clusters
  Score: Raw -610502.165393 + Penalty 2893.960657 = -607608.204736
  nChanged 1
		SP:Iteration 45Q (127880.450000 sec): 3 clusters
  Score: Raw -610502.226489 + Penalty 2893.960657 = -607608.265832
  nChanged 0
		SP:Iteration 46F (127880.640000 sec): 3 clusters
  Score: Raw -610502.226489 + Penalty 2893.960657 = -607608.265832
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 69 (2988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127880.740000 sec): 2 clusters
  Score: Raw -233030.683981 + Penalty 1300.383426 = -231730.300554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127880.920000 sec): 3 clusters
  Score: Raw -231613.749377 + Penalty 2600.766853 = -229012.982525
  nChanged 1167
		SP:Iteration 1F (127881.080000 sec): 3 clusters
  Score: Raw -232336.066538 + Penalty 2600.766853 = -229735.299686
  nChanged 256
		SP:Iteration 2F (127881.240000 sec): 3 clusters
  Score: Raw -232532.402209 + Penalty 2600.766853 = -229931.635357
  nChanged 184
		SP:Iteration 3F (127881.400000 sec): 3 clusters
  Score: Raw -232683.196324 + Penalty 2600.766853 = -230082.429472
  nChanged 140
		SP:Iteration 4Q (127881.560000 sec): 3 clusters
  Score: Raw -232793.058640 + Penalty 2600.766853 = -230192.291787
  nChanged 126
		SP:Iteration 5Q (127881.720000 sec): 3 clusters
  Score: Raw -232873.641980 + Penalty 2600.766853 = -230272.875128
  nChanged 88
		SP:Iteration 6Q (127881.880000 sec): 3 clusters
  Score: Raw -232929.498572 + Penalty 2600.766853 = -230328.731719
  nChanged 73
		SP:Iteration 7Q (127882.040000 sec): 3 clusters
  Score: Raw -232977.313954 + Penalty 2600.766853 = -230376.547101
  nChanged 74
		SP:Iteration 8Q (127882.200000 sec): 3 clusters
  Score: Raw -233014.861716 + Penalty 2600.766853 = -230414.094864
  nChanged 48
		SP:Iteration 9Q (127882.380000 sec): 3 clusters
  Score: Raw -233046.168848 + Penalty 2600.766853 = -230445.401996
  nChanged 61
		SP:Iteration 10Q (127882.550000 sec): 3 clusters
  Score: Raw -233075.515339 + Penalty 2600.766853 = -230474.748486
  nChanged 49
		SP:Iteration 11Q (127882.730000 sec): 3 clusters
  Score: Raw -233098.145159 + Penalty 2600.766853 = -230497.378306
  nChanged 46
		SP:Iteration 12Q (127882.900000 sec): 3 clusters
  Score: Raw -233122.727850 + Penalty 2600.766853 = -230521.960998
  nChanged 46
		SP:Iteration 13Q (127883.080000 sec): 3 clusters
  Score: Raw -233146.211601 + Penalty 2600.766853 = -230545.444748
  nChanged 38
		SP:Iteration 14Q (127883.250000 sec): 3 clusters
  Score: Raw -233168.823032 + Penalty 2600.766853 = -230568.056180
  nChanged 42
		SP:Iteration 15Q (127883.430000 sec): 3 clusters
  Score: Raw -233188.527262 + Penalty 2600.766853 = -230587.760410
  nChanged 41
		SP:Iteration 16Q (127883.540000 sec): 3 clusters
  Score: Raw -233209.700532 + Penalty 2600.766853 = -230608.933680
  nChanged 33
		SP:Iteration 17Q (127883.730000 sec): 3 clusters
  Score: Raw -233225.741157 + Penalty 2600.766853 = -230624.974304
  nChanged 20
		SP:Iteration 18Q (127883.870000 sec): 3 clusters
  Score: Raw -233235.679559 + Penalty 2600.766853 = -230634.912706
  nChanged 22
		SP:Iteration 19Q (127884.050000 sec): 3 clusters
  Score: Raw -233242.299718 + Penalty 2600.766853 = -230641.532865
  nChanged 17
		SP:Iteration 20F (127884.220000 sec): 3 clusters
  Score: Raw -233248.717435 + Penalty 2600.766853 = -230647.950582
  nChanged 14
		SP:Iteration 21Q (127884.400000 sec): 3 clusters
  Score: Raw -233254.918336 + Penalty 2600.766853 = -230654.151484
  nChanged 13
		SP:Iteration 22Q (127884.580000 sec): 3 clusters
  Score: Raw -233259.689486 + Penalty 2600.766853 = -230658.922634
  nChanged 16
		SP:Iteration 23Q (127884.750000 sec): 3 clusters
  Score: Raw -233265.045236 + Penalty 2600.766853 = -230664.278383
  nChanged 11
		SP:Iteration 24Q (127884.930000 sec): 3 clusters
  Score: Raw -233268.464608 + Penalty 2600.766853 = -230667.697756
  nChanged 10
		SP:Iteration 25Q (127885.100000 sec): 3 clusters
  Score: Raw -233272.507655 + Penalty 2600.766853 = -230671.740802
  nChanged 14
		SP:Iteration 26Q (127885.280000 sec): 3 clusters
  Score: Raw -233278.262898 + Penalty 2600.766853 = -230677.496045
  nChanged 15
		SP:Iteration 27Q (127885.460000 sec): 3 clusters
  Score: Raw -233284.179157 + Penalty 2600.766853 = -230683.412304
  nChanged 11
		SP:Iteration 28Q (127885.630000 sec): 3 clusters
  Score: Raw -233287.575137 + Penalty 2600.766853 = -230686.808285
  nChanged 7
		SP:Iteration 29Q (127885.820000 sec): 3 clusters
  Score: Raw -233289.356561 + Penalty 2600.766853 = -230688.589709
  nChanged 4
		SP:Iteration 30Q (127886.040000 sec): 3 clusters
  Score: Raw -233290.167834 + Penalty 2600.766853 = -230689.400982
  nChanged 2
		SP:Iteration 31Q (127886.240000 sec): 3 clusters
  Score: Raw -233290.598121 + Penalty 2600.766853 = -230689.831269
  nChanged 3
		SP:Iteration 32Q (127886.410000 sec): 3 clusters
  Score: Raw -233292.263085 + Penalty 2600.766853 = -230691.496233
  nChanged 3
		SP:Iteration 33Q (127886.590000 sec): 3 clusters
  Score: Raw -233293.188728 + Penalty 2600.766853 = -230692.421875
  nChanged 5
		SP:Iteration 34Q (127886.760000 sec): 3 clusters
  Score: Raw -233294.584837 + Penalty 2600.766853 = -230693.817984
  nChanged 3
		SP:Iteration 35Q (127886.940000 sec): 3 clusters
  Score: Raw -233295.077673 + Penalty 2600.766853 = -230694.310821
  nChanged 3
		SP:Iteration 36Q (127887.120000 sec): 3 clusters
  Score: Raw -233295.601415 + Penalty 2600.766853 = -230694.834562
  nChanged 0
		SP:Iteration 37F (127887.290000 sec): 3 clusters
  Score: Raw -233295.601415 + Penalty 2600.766853 = -230694.834562
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 70 (7895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127887.400000 sec): 2 clusters
  Score: Raw -637148.220263 + Penalty 1458.272551 = -635689.947713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127887.580000 sec): 3 clusters
  Score: Raw -632890.669355 + Penalty 2916.545101 = -629974.124253
  nChanged 3318
		SP:Iteration 1F (127887.740000 sec): 3 clusters
  Score: Raw -634782.064377 + Penalty 2916.545101 = -631865.519275
  nChanged 532
		SP:Iteration 2F (127887.920000 sec): 3 clusters
  Score: Raw -635037.580452 + Penalty 2916.545101 = -632121.035351
  nChanged 420
		SP:Iteration 3F (127888.110000 sec): 3 clusters
  Score: Raw -635214.252717 + Penalty 2916.545101 = -632297.707616
  nChanged 347
		SP:Iteration 4Q (127888.300000 sec): 3 clusters
  Score: Raw -635364.477949 + Penalty 2916.545101 = -632447.932848
  nChanged 325
		SP:Iteration 5Q (127888.480000 sec): 3 clusters
  Score: Raw -635525.977540 + Penalty 2916.545101 = -632609.432439
  nChanged 334
		SP:Iteration 6Q (127888.670000 sec): 3 clusters
  Score: Raw -635709.698116 + Penalty 2916.545101 = -632793.153014
  nChanged 331
		SP:Iteration 7Q (127888.860000 sec): 3 clusters
  Score: Raw -635890.120017 + Penalty 2916.545101 = -632973.574916
  nChanged 304
		SP:Iteration 8Q (127889.060000 sec): 3 clusters
  Score: Raw -636059.485477 + Penalty 2916.545101 = -633142.940376
  nChanged 306
		SP:Iteration 9Q (127889.240000 sec): 3 clusters
  Score: Raw -636237.073455 + Penalty 2916.545101 = -633320.528353
  nChanged 290
		SP:Iteration 10Q (127889.430000 sec): 3 clusters
  Score: Raw -636417.524470 + Penalty 2916.545101 = -633500.979369
  nChanged 297
		SP:Iteration 11Q (127889.610000 sec): 3 clusters
  Score: Raw -636578.850714 + Penalty 2916.545101 = -633662.305612
  nChanged 249
		SP:Iteration 12Q (127889.800000 sec): 3 clusters
  Score: Raw -636698.514317 + Penalty 2916.545101 = -633781.969216
  nChanged 193
		SP:Iteration 13Q (127890.040000 sec): 3 clusters
  Score: Raw -636775.081698 + Penalty 2916.545101 = -633858.536596
  nChanged 158
		SP:Iteration 14Q (127890.190000 sec): 3 clusters
  Score: Raw -636828.624230 + Penalty 2916.545101 = -633912.079128
  nChanged 136
		SP:Iteration 15Q (127890.400000 sec): 3 clusters
  Score: Raw -636870.605006 + Penalty 2916.545101 = -633954.059905
  nChanged 97
		SP:Iteration 16Q (127890.580000 sec): 3 clusters
  Score: Raw -636901.982333 + Penalty 2916.545101 = -633985.437232
  nChanged 81
		SP:Iteration 17Q (127890.760000 sec): 3 clusters
  Score: Raw -636922.837440 + Penalty 2916.545101 = -634006.292339
  nChanged 75
		SP:Iteration 18Q (127890.960000 sec): 3 clusters
  Score: Raw -636942.553641 + Penalty 2916.545101 = -634026.008540
  nChanged 57
		SP:Iteration 19Q (127891.140000 sec): 3 clusters
  Score: Raw -636958.651094 + Penalty 2916.545101 = -634042.105993
  nChanged 40
		SP:Iteration 20F (127891.320000 sec): 3 clusters
  Score: Raw -636968.168777 + Penalty 2916.545101 = -634051.623676
  nChanged 36
		SP:Iteration 21Q (127891.510000 sec): 3 clusters
  Score: Raw -636976.573405 + Penalty 2916.545101 = -634060.028304
  nChanged 38
		SP:Iteration 22Q (127891.680000 sec): 3 clusters
  Score: Raw -636984.516436 + Penalty 2916.545101 = -634067.971334
  nChanged 28
		SP:Iteration 23Q (127891.870000 sec): 3 clusters
  Score: Raw -636989.210773 + Penalty 2916.545101 = -634072.665671
  nChanged 25
		SP:Iteration 24Q (127892.080000 sec): 3 clusters
  Score: Raw -636994.098775 + Penalty 2916.545101 = -634077.553674
  nChanged 25
		SP:Iteration 25Q (127892.340000 sec): 3 clusters
  Score: Raw -636998.214182 + Penalty 2916.545101 = -634081.669081
  nChanged 24
		SP:Iteration 26Q (127892.490000 sec): 3 clusters
  Score: Raw -637001.471895 + Penalty 2916.545101 = -634084.926794
  nChanged 23
		SP:Iteration 27Q (127892.680000 sec): 3 clusters
  Score: Raw -637005.773205 + Penalty 2916.545101 = -634089.228104
  nChanged 21
		SP:Iteration 28Q (127892.870000 sec): 3 clusters
  Score: Raw -637008.799186 + Penalty 2916.545101 = -634092.254084
  nChanged 17
		SP:Iteration 29Q (127893.060000 sec): 3 clusters
  Score: Raw -637011.827561 + Penalty 2916.545101 = -634095.282460
  nChanged 14
		SP:Iteration 30Q (127893.240000 sec): 3 clusters
  Score: Raw -637014.603900 + Penalty 2916.545101 = -634098.058798
  nChanged 18
		SP:Iteration 31Q (127893.420000 sec): 3 clusters
  Score: Raw -637017.546816 + Penalty 2916.545101 = -634101.001715
  nChanged 17
		SP:Iteration 32Q (127893.640000 sec): 3 clusters
  Score: Raw -637020.267538 + Penalty 2916.545101 = -634103.722437
  nChanged 12
		SP:Iteration 33Q (127893.810000 sec): 3 clusters
  Score: Raw -637022.455020 + Penalty 2916.545101 = -634105.909919
  nChanged 15
		SP:Iteration 34Q (127893.970000 sec): 3 clusters
  Score: Raw -637025.785167 + Penalty 2916.545101 = -634109.240065
  nChanged 14
		SP:Iteration 35Q (127894.140000 sec): 3 clusters
  Score: Raw -637028.173514 + Penalty 2916.545101 = -634111.628413
  nChanged 9
		SP:Iteration 36Q (127894.310000 sec): 3 clusters
  Score: Raw -637030.058957 + Penalty 2916.545101 = -634113.513856
  nChanged 14
		SP:Iteration 37Q (127894.470000 sec): 3 clusters
  Score: Raw -637033.192302 + Penalty 2916.545101 = -634116.647201
  nChanged 14
		SP:Iteration 38Q (127894.640000 sec): 3 clusters
  Score: Raw -637035.744728 + Penalty 2916.545101 = -634119.199627
  nChanged 16
		SP:Iteration 39Q (127894.810000 sec): 3 clusters
  Score: Raw -637038.460099 + Penalty 2916.545101 = -634121.914997
  nChanged 15
		SP:Iteration 40F (127894.970000 sec): 3 clusters
  Score: Raw -637041.762167 + Penalty 2916.545101 = -634125.217066
  nChanged 24
		SP:Iteration 41Q (127895.170000 sec): 3 clusters
  Score: Raw -637046.653008 + Penalty 2916.545101 = -634130.107906
  nChanged 25
		SP:Iteration 42Q (127895.320000 sec): 3 clusters
  Score: Raw -637051.835248 + Penalty 2916.545101 = -634135.290147
  nChanged 22
		SP:Iteration 43Q (127895.480000 sec): 3 clusters
  Score: Raw -637055.282594 + Penalty 2916.545101 = -634138.737493
  nChanged 25
		SP:Iteration 44Q (127895.630000 sec): 3 clusters
  Score: Raw -637061.480635 + Penalty 2916.545101 = -634144.935534
  nChanged 29
		SP:Iteration 45Q (127895.780000 sec): 3 clusters
  Score: Raw -637067.642194 + Penalty 2916.545101 = -634151.097093
  nChanged 27
		SP:Iteration 46Q (127895.930000 sec): 3 clusters
  Score: Raw -637073.716902 + Penalty 2916.545101 = -634157.171801
  nChanged 33
		SP:Iteration 47Q (127896.080000 sec): 3 clusters
  Score: Raw -637082.001364 + Penalty 2916.545101 = -634165.456262
  nChanged 32
		SP:Iteration 48Q (127896.240000 sec): 3 clusters
  Score: Raw -637090.951399 + Penalty 2916.545101 = -634174.406298
  nChanged 38
		SP:Iteration 49Q (127896.390000 sec): 3 clusters
  Score: Raw -637104.313050 + Penalty 2916.545101 = -634187.767949
  nChanged 46
		SP:Iteration 50Q (127896.540000 sec): 3 clusters
  Score: Raw -637119.018518 + Penalty 2916.545101 = -634202.473416
  nChanged 43
		SP:Iteration 51Q (127896.690000 sec): 3 clusters
  Score: Raw -637132.893797 + Penalty 2916.545101 = -634216.348695
  nChanged 42
		SP:Iteration 52Q (127896.840000 sec): 3 clusters
  Score: Raw -637150.000983 + Penalty 2916.545101 = -634233.455882
  nChanged 50
		SP:Iteration 53Q (127897.000000 sec): 3 clusters
  Score: Raw -637166.706719 + Penalty 2916.545101 = -634250.161618
  nChanged 54
		SP:Iteration 54Q (127897.180000 sec): 3 clusters
  Score: Raw -637185.496921 + Penalty 2916.545101 = -634268.951820
  nChanged 47
		SP:Iteration 55Q (127897.350000 sec): 3 clusters
  Score: Raw -637201.822208 + Penalty 2916.545101 = -634285.277106
  nChanged 49
		SP:Iteration 56Q (127897.570000 sec): 3 clusters
  Score: Raw -637217.969503 + Penalty 2916.545101 = -634301.424402
  nChanged 53
		SP:Iteration 57Q (127897.740000 sec): 3 clusters
  Score: Raw -637237.573799 + Penalty 2916.545101 = -634321.028698
  nChanged 44
		SP:Iteration 58Q (127897.930000 sec): 3 clusters
  Score: Raw -637252.664364 + Penalty 2916.545101 = -634336.119263
  nChanged 44
		SP:Iteration 59Q (127898.120000 sec): 3 clusters
  Score: Raw -637268.809198 + Penalty 2916.545101 = -634352.264097
  nChanged 51
		SP:Iteration 60F (127898.290000 sec): 3 clusters
  Score: Raw -637290.173521 + Penalty 2916.545101 = -634373.628419
  nChanged 55
		SP:Iteration 61Q (127898.520000 sec): 3 clusters
  Score: Raw -637318.722466 + Penalty 2916.545101 = -634402.177365
  nChanged 71
		SP:Iteration 62Q (127898.700000 sec): 3 clusters
  Score: Raw -637347.663323 + Penalty 2916.545101 = -634431.118222
  nChanged 56
		SP:Iteration 63Q (127898.900000 sec): 3 clusters
  Score: Raw -637373.194646 + Penalty 2916.545101 = -634456.649545
  nChanged 54
		SP:Iteration 64Q (127899.090000 sec): 3 clusters
  Score: Raw -637400.692477 + Penalty 2916.545101 = -634484.147376
  nChanged 47
		SP:Iteration 65Q (127899.280000 sec): 3 clusters
  Score: Raw -637425.448145 + Penalty 2916.545101 = -634508.903044
  nChanged 34
		SP:Iteration 66Q (127899.460000 sec): 3 clusters
  Score: Raw -637442.406265 + Penalty 2916.545101 = -634525.861164
  nChanged 27
		SP:Iteration 67Q (127899.690000 sec): 3 clusters
  Score: Raw -637457.179206 + Penalty 2916.545101 = -634540.634105
  nChanged 31
		SP:Iteration 68Q (127899.850000 sec): 3 clusters
  Score: Raw -637469.009884 + Penalty 2916.545101 = -634552.464783
  nChanged 23
		SP:Iteration 69Q (127900.050000 sec): 3 clusters
  Score: Raw -637476.714323 + Penalty 2916.545101 = -634560.169221
  nChanged 14
		SP:Iteration 70Q (127900.230000 sec): 3 clusters
  Score: Raw -637482.220429 + Penalty 2916.545101 = -634565.675328
  nChanged 17
		SP:Iteration 71Q (127900.410000 sec): 3 clusters
  Score: Raw -637487.834969 + Penalty 2916.545101 = -634571.289868
  nChanged 12
		SP:Iteration 72Q (127900.590000 sec): 3 clusters
  Score: Raw -637492.313656 + Penalty 2916.545101 = -634575.768555
  nChanged 7
		SP:Iteration 73Q (127900.770000 sec): 3 clusters
  Score: Raw -637495.279003 + Penalty 2916.545101 = -634578.733902
  nChanged 5
		SP:Iteration 74Q (127901.020000 sec): 3 clusters
  Score: Raw -637496.465609 + Penalty 2916.545101 = -634579.920508
  nChanged 2
		SP:Iteration 75Q (127901.220000 sec): 3 clusters
  Score: Raw -637497.299294 + Penalty 2916.545101 = -634580.754193
  nChanged 2
		SP:Iteration 76Q (127901.410000 sec): 3 clusters
  Score: Raw -637498.018966 + Penalty 2916.545101 = -634581.473865
  nChanged 1
		SP:Iteration 77Q (127901.600000 sec): 3 clusters
  Score: Raw -637498.353145 + Penalty 2916.545101 = -634581.808044
  nChanged 1
		SP:Iteration 78Q (127901.800000 sec): 3 clusters
  Score: Raw -637498.554020 + Penalty 2916.545101 = -634582.008919
  nChanged 2
		SP:Iteration 79Q (127901.990000 sec): 3 clusters
  Score: Raw -637499.400645 + Penalty 2916.545101 = -634582.855544
  nChanged 5
		SP:Iteration 80F (127902.180000 sec): 3 clusters
  Score: Raw -637501.022049 + Penalty 2916.545101 = -634584.476947
  nChanged 3
		SP:Iteration 81Q (127902.380000 sec): 3 clusters
  Score: Raw -637502.125845 + Penalty 2916.545101 = -634585.580743
  nChanged 2
		SP:Iteration 82Q (127902.570000 sec): 3 clusters
  Score: Raw -637502.718562 + Penalty 2916.545101 = -634586.173461
  nChanged 1
		SP:Iteration 83Q (127902.760000 sec): 3 clusters
  Score: Raw -637502.940212 + Penalty 2916.545101 = -634586.395111
  nChanged 0
		SP:Iteration 84F (127902.950000 sec): 3 clusters
  Score: Raw -637502.940212 + Penalty 2916.545101 = -634586.395111
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 71 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127903.040000 sec): 2 clusters
  Score: Raw -22520.273555 + Penalty 896.586096 = -21623.687460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127903.200000 sec): 3 clusters
  Score: Raw -22569.392566 + Penalty 1793.172191 = -20776.220374
  nChanged 35
		SP:Iteration 1F (127903.360000 sec): 3 clusters
  Score: Raw -22660.225349 + Penalty 1793.172191 = -20867.053158
  nChanged 7
		SP:Iteration 2Q (127903.520000 sec): 3 clusters
  Score: Raw -22681.171189 + Penalty 1793.172191 = -20887.998997
  nChanged 4
		SP:Iteration 3Q (127903.670000 sec): 3 clusters
  Score: Raw -22690.358689 + Penalty 1793.172191 = -20897.186498
  nChanged 1
		SP:Iteration 4Q (127903.830000 sec): 3 clusters
  Score: Raw -22693.899448 + Penalty 1793.172191 = -20900.727257
  nChanged 0
		SP:Iteration 5F (127903.990000 sec): 3 clusters
  Score: Raw -22693.899448 + Penalty 1793.172191 = -20900.727257
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 72 (2838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127904.080000 sec): 2 clusters
  Score: Raw -230433.321486 + Penalty 1292.013914 = -229141.307572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127904.250000 sec): 3 clusters
  Score: Raw -229107.474597 + Penalty 2584.027829 = -226523.446768
  nChanged 1081
		SP:Iteration 1F (127904.430000 sec): 3 clusters
  Score: Raw -229742.465222 + Penalty 2584.027829 = -227158.437393
  nChanged 203
		SP:Iteration 2F (127904.610000 sec): 3 clusters
  Score: Raw -229859.613126 + Penalty 2584.027829 = -227275.585297
  nChanged 141
		SP:Iteration 3Q (127904.770000 sec): 3 clusters
  Score: Raw -229947.850617 + Penalty 2584.027829 = -227363.822788
  nChanged 92
		SP:Iteration 4Q (127904.930000 sec): 3 clusters
  Score: Raw -230008.289838 + Penalty 2584.027829 = -227424.262009
  nChanged 94
		SP:Iteration 5Q (127905.090000 sec): 3 clusters
  Score: Raw -230082.686593 + Penalty 2584.027829 = -227498.658764
  nChanged 105
		SP:Iteration 6Q (127905.250000 sec): 3 clusters
  Score: Raw -230167.242100 + Penalty 2584.027829 = -227583.214271
  nChanged 129
		SP:Iteration 7Q (127905.450000 sec): 3 clusters
  Score: Raw -230281.596463 + Penalty 2584.027829 = -227697.568635
  nChanged 144
		SP:Iteration 8F (127905.600000 sec): 3 clusters
  Score: Raw -230410.797856 + Penalty 2584.027829 = -227826.770027
  nChanged 183
		SP:Iteration 9F (127905.750000 sec): 3 clusters
  Score: Raw -230568.531353 + Penalty 2584.027829 = -227984.503525
  nChanged 152
		SP:Iteration 10F (127905.850000 sec): 3 clusters
  Score: Raw -230721.668963 + Penalty 2584.027829 = -228137.641134
  nChanged 153
		SP:Iteration 11F (127906.030000 sec): 3 clusters
  Score: Raw -230886.223566 + Penalty 2584.027829 = -228302.195738
  nChanged 151
		SP:Iteration 12F (127906.210000 sec): 3 clusters
  Score: Raw -231016.212256 + Penalty 2584.027829 = -228432.184427
  nChanged 79
		SP:Iteration 13Q (127906.380000 sec): 3 clusters
  Score: Raw -231072.969225 + Penalty 2584.027829 = -228488.941396
  nChanged 56
		SP:Iteration 14Q (127906.560000 sec): 3 clusters
  Score: Raw -231112.765159 + Penalty 2584.027829 = -228528.737330
  nChanged 41
		SP:Iteration 15Q (127906.730000 sec): 3 clusters
  Score: Raw -231142.595384 + Penalty 2584.027829 = -228558.567555
  nChanged 31
		SP:Iteration 16Q (127906.910000 sec): 3 clusters
  Score: Raw -231166.139274 + Penalty 2584.027829 = -228582.111445
  nChanged 27
		SP:Iteration 17Q (127907.080000 sec): 3 clusters
  Score: Raw -231184.130853 + Penalty 2584.027829 = -228600.103024
  nChanged 17
		SP:Iteration 18Q (127907.260000 sec): 3 clusters
  Score: Raw -231201.672449 + Penalty 2584.027829 = -228617.644620
  nChanged 19
		SP:Iteration 19Q (127907.430000 sec): 3 clusters
  Score: Raw -231213.977145 + Penalty 2584.027829 = -228629.949317
  nChanged 17
		SP:Iteration 20F (127907.610000 sec): 3 clusters
  Score: Raw -231223.104386 + Penalty 2584.027829 = -228639.076557
  nChanged 18
		SP:Iteration 21Q (127907.790000 sec): 3 clusters
  Score: Raw -231240.069469 + Penalty 2584.027829 = -228656.041640
  nChanged 17
		SP:Iteration 22Q (127907.960000 sec): 3 clusters
  Score: Raw -231251.740685 + Penalty 2584.027829 = -228667.712857
  nChanged 12
		SP:Iteration 23Q (127908.140000 sec): 3 clusters
  Score: Raw -231257.803523 + Penalty 2584.027829 = -228673.775694
  nChanged 10
		SP:Iteration 24Q (127908.310000 sec): 3 clusters
  Score: Raw -231263.007891 + Penalty 2584.027829 = -228678.980062
  nChanged 2
		SP:Iteration 25Q (127908.490000 sec): 3 clusters
  Score: Raw -231263.936022 + Penalty 2584.027829 = -228679.908193
  nChanged 3
		SP:Iteration 26Q (127908.670000 sec): 3 clusters
  Score: Raw -231265.833317 + Penalty 2584.027829 = -228681.805488
  nChanged 2
		SP:Iteration 27Q (127908.840000 sec): 3 clusters
  Score: Raw -231266.446188 + Penalty 2584.027829 = -228682.418359
  nChanged 1
		SP:Iteration 28Q (127909.020000 sec): 3 clusters
  Score: Raw -231266.820402 + Penalty 2584.027829 = -228682.792573
  nChanged 0
		SP:Iteration 29F (127909.190000 sec): 3 clusters
  Score: Raw -231266.820402 + Penalty 2584.027829 = -228682.792573
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 73 (8012 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127909.300000 sec): 2 clusters
  Score: Raw -670918.072723 + Penalty 1460.663051 = -669457.409672
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127909.510000 sec): 3 clusters
  Score: Raw -666498.080793 + Penalty 2921.326101 = -663576.754692
  nChanged 3394
		SP:Iteration 1F (127909.700000 sec): 3 clusters
  Score: Raw -668465.518737 + Penalty 2921.326101 = -665544.192635
  nChanged 575
		SP:Iteration 2F (127909.900000 sec): 3 clusters
  Score: Raw -668790.668334 + Penalty 2921.326101 = -665869.342233
  nChanged 467
		SP:Iteration 3F (127910.090000 sec): 3 clusters
  Score: Raw -669054.782189 + Penalty 2921.326101 = -666133.456087
  nChanged 409
		SP:Iteration 4F (127910.290000 sec): 3 clusters
  Score: Raw -669267.938198 + Penalty 2921.326101 = -666346.612096
  nChanged 334
		SP:Iteration 5Q (127910.480000 sec): 3 clusters
  Score: Raw -669422.191917 + Penalty 2921.326101 = -666500.865815
  nChanged 298
		SP:Iteration 6Q (127910.660000 sec): 3 clusters
  Score: Raw -669560.477884 + Penalty 2921.326101 = -666639.151783
  nChanged 286
		SP:Iteration 7Q (127910.860000 sec): 3 clusters
  Score: Raw -669718.364365 + Penalty 2921.326101 = -666797.038264
  nChanged 288
		SP:Iteration 8Q (127911.050000 sec): 3 clusters
  Score: Raw -669914.488444 + Penalty 2921.326101 = -666993.162342
  nChanged 306
		SP:Iteration 9Q (127911.250000 sec): 3 clusters
  Score: Raw -670150.364884 + Penalty 2921.326101 = -667229.038782
  nChanged 333
		SP:Iteration 10Q (127911.480000 sec): 3 clusters
  Score: Raw -670406.127885 + Penalty 2921.326101 = -667484.801784
  nChanged 320
		SP:Iteration 11Q (127911.690000 sec): 3 clusters
  Score: Raw -670626.403345 + Penalty 2921.326101 = -667705.077243
  nChanged 286
		SP:Iteration 12Q (127911.830000 sec): 3 clusters
  Score: Raw -670825.355245 + Penalty 2921.326101 = -667904.029143
  nChanged 260
		SP:Iteration 13Q (127912.010000 sec): 3 clusters
  Score: Raw -671001.031666 + Penalty 2921.326101 = -668079.705564
  nChanged 249
		SP:Iteration 14Q (127912.190000 sec): 3 clusters
  Score: Raw -671169.298626 + Penalty 2921.326101 = -668247.972525
  nChanged 216
		SP:Iteration 15Q (127912.380000 sec): 3 clusters
  Score: Raw -671308.010683 + Penalty 2921.326101 = -668386.684582
  nChanged 167
		SP:Iteration 16Q (127912.560000 sec): 3 clusters
  Score: Raw -671397.250096 + Penalty 2921.326101 = -668475.923995
  nChanged 138
		SP:Iteration 17Q (127912.740000 sec): 3 clusters
  Score: Raw -671451.547935 + Penalty 2921.326101 = -668530.221833
  nChanged 106
		SP:Iteration 18Q (127912.960000 sec): 3 clusters
  Score: Raw -671489.583746 + Penalty 2921.326101 = -668568.257644
  nChanged 79
		SP:Iteration 19Q (127913.140000 sec): 3 clusters
  Score: Raw -671509.811015 + Penalty 2921.326101 = -668588.484914
  nChanged 51
		SP:Iteration 20F (127913.340000 sec): 3 clusters
  Score: Raw -671527.345450 + Penalty 2921.326101 = -668606.019349
  nChanged 43
		SP:Iteration 21Q (127913.580000 sec): 3 clusters
  Score: Raw -671541.228932 + Penalty 2921.326101 = -668619.902831
  nChanged 41
		SP:Iteration 22Q (127913.760000 sec): 3 clusters
  Score: Raw -671551.495573 + Penalty 2921.326101 = -668630.169471
  nChanged 36
		SP:Iteration 23Q (127913.960000 sec): 3 clusters
  Score: Raw -671560.738785 + Penalty 2921.326101 = -668639.412684
  nChanged 26
		SP:Iteration 24Q (127914.140000 sec): 3 clusters
  Score: Raw -671568.004141 + Penalty 2921.326101 = -668646.678040
  nChanged 33
		SP:Iteration 25Q (127914.380000 sec): 3 clusters
  Score: Raw -671577.226785 + Penalty 2921.326101 = -668655.900683
  nChanged 26
		SP:Iteration 26Q (127914.540000 sec): 3 clusters
  Score: Raw -671582.491787 + Penalty 2921.326101 = -668661.165685
  nChanged 17
		SP:Iteration 27Q (127914.680000 sec): 3 clusters
  Score: Raw -671585.939952 + Penalty 2921.326101 = -668664.613850
  nChanged 12
		SP:Iteration 28Q (127914.850000 sec): 3 clusters
  Score: Raw -671588.322348 + Penalty 2921.326101 = -668666.996246
  nChanged 11
		SP:Iteration 29Q (127915.030000 sec): 3 clusters
  Score: Raw -671590.676291 + Penalty 2921.326101 = -668669.350189
  nChanged 12
		SP:Iteration 30Q (127915.200000 sec): 3 clusters
  Score: Raw -671592.905937 + Penalty 2921.326101 = -668671.579835
  nChanged 8
		SP:Iteration 31Q (127915.380000 sec): 3 clusters
  Score: Raw -671594.643398 + Penalty 2921.326101 = -668673.317297
  nChanged 10
		SP:Iteration 32Q (127915.590000 sec): 3 clusters
  Score: Raw -671596.705460 + Penalty 2921.326101 = -668675.379359
  nChanged 10
		SP:Iteration 33Q (127915.740000 sec): 3 clusters
  Score: Raw -671598.995771 + Penalty 2921.326101 = -668677.669670
  nChanged 12
		SP:Iteration 34Q (127915.930000 sec): 3 clusters
  Score: Raw -671600.947207 + Penalty 2921.326101 = -668679.621106
  nChanged 10
		SP:Iteration 35Q (127916.190000 sec): 3 clusters
  Score: Raw -671602.368455 + Penalty 2921.326101 = -668681.042354
  nChanged 8
		SP:Iteration 36Q (127916.370000 sec): 3 clusters
  Score: Raw -671603.872251 + Penalty 2921.326101 = -668682.546150
  nChanged 10
		SP:Iteration 37Q (127916.550000 sec): 3 clusters
  Score: Raw -671605.203814 + Penalty 2921.326101 = -668683.877712
  nChanged 7
		SP:Iteration 38Q (127916.740000 sec): 3 clusters
  Score: Raw -671606.593065 + Penalty 2921.326101 = -668685.266963
  nChanged 6
		SP:Iteration 39Q (127916.930000 sec): 3 clusters
  Score: Raw -671607.449918 + Penalty 2921.326101 = -668686.123816
  nChanged 2
		SP:Iteration 40F (127917.130000 sec): 3 clusters
  Score: Raw -671607.634327 + Penalty 2921.326101 = -668686.308226
  nChanged 3
		SP:Iteration 41Q (127917.420000 sec): 3 clusters
  Score: Raw -671608.059302 + Penalty 2921.326101 = -668686.733201
  nChanged 2
		SP:Iteration 42Q (127917.600000 sec): 3 clusters
  Score: Raw -671608.409933 + Penalty 2921.326101 = -668687.083831
  nChanged 2
		SP:Iteration 43Q (127917.790000 sec): 3 clusters
  Score: Raw -671608.754912 + Penalty 2921.326101 = -668687.428811
  nChanged 4
		SP:Iteration 44Q (127917.970000 sec): 3 clusters
  Score: Raw -671609.503872 + Penalty 2921.326101 = -668688.177770
  nChanged 3
		SP:Iteration 45Q (127918.150000 sec): 3 clusters
  Score: Raw -671610.113623 + Penalty 2921.326101 = -668688.787521
  nChanged 5
		SP:Iteration 46Q (127918.370000 sec): 3 clusters
  Score: Raw -671611.466788 + Penalty 2921.326101 = -668690.140686
  nChanged 2
		SP:Iteration 47Q (127918.560000 sec): 3 clusters
  Score: Raw -671611.876511 + Penalty 2921.326101 = -668690.550409
  nChanged 8
		SP:Iteration 48Q (127918.740000 sec): 3 clusters
  Score: Raw -671612.890038 + Penalty 2921.326101 = -668691.563936
  nChanged 3
		SP:Iteration 49Q (127918.920000 sec): 3 clusters
  Score: Raw -671613.403708 + Penalty 2921.326101 = -668692.077606
  nChanged 1
		SP:Iteration 50Q (127919.120000 sec): 3 clusters
  Score: Raw -671613.609493 + Penalty 2921.326101 = -668692.283391
  nChanged 1
		SP:Iteration 51Q (127919.310000 sec): 3 clusters
  Score: Raw -671613.682528 + Penalty 2921.326101 = -668692.356426
  nChanged 1
		SP:Iteration 52Q (127919.510000 sec): 3 clusters
  Score: Raw -671613.899991 + Penalty 2921.326101 = -668692.573889
  nChanged 2
		SP:Iteration 53Q (127919.710000 sec): 3 clusters
  Score: Raw -671614.123666 + Penalty 2921.326101 = -668692.797564
  nChanged 2
		SP:Iteration 54Q (127919.910000 sec): 3 clusters
  Score: Raw -671614.439939 + Penalty 2921.326101 = -668693.113837
  nChanged 2
		SP:Iteration 55Q (127920.090000 sec): 3 clusters
  Score: Raw -671614.917383 + Penalty 2921.326101 = -668693.591281
  nChanged 3
		SP:Iteration 56Q (127920.280000 sec): 3 clusters
  Score: Raw -671615.772810 + Penalty 2921.326101 = -668694.446708
  nChanged 6
		SP:Iteration 57Q (127920.470000 sec): 3 clusters
  Score: Raw -671617.332120 + Penalty 2921.326101 = -668696.006019
  nChanged 7
		SP:Iteration 58Q (127920.670000 sec): 3 clusters
  Score: Raw -671619.209275 + Penalty 2921.326101 = -668697.883174
  nChanged 8
		SP:Iteration 59Q (127920.940000 sec): 3 clusters
  Score: Raw -671620.212466 + Penalty 2921.326101 = -668698.886365
  nChanged 3
		SP:Iteration 60F (127921.090000 sec): 3 clusters
  Score: Raw -671620.701997 + Penalty 2921.326101 = -668699.375895
  nChanged 3
		SP:Iteration 61Q (127921.270000 sec): 3 clusters
  Score: Raw -671621.125356 + Penalty 2921.326101 = -668699.799254
  nChanged 3
		SP:Iteration 62Q (127921.450000 sec): 3 clusters
  Score: Raw -671621.543698 + Penalty 2921.326101 = -668700.217596
  nChanged 2
		SP:Iteration 63Q (127921.660000 sec): 3 clusters
  Score: Raw -671621.735097 + Penalty 2921.326101 = -668700.408996
  nChanged 2
		SP:Iteration 64Q (127921.850000 sec): 3 clusters
  Score: Raw -671621.950623 + Penalty 2921.326101 = -668700.624522
  nChanged 0
		SP:Iteration 65F (127922.040000 sec): 3 clusters
  Score: Raw -671621.950623 + Penalty 2921.326101 = -668700.624522
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 74 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127922.100000 sec): 2 clusters
  Score: Raw -37802.525888 + Penalty 998.778504 = -36803.747384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127922.280000 sec): 3 clusters
  Score: Raw -37744.670506 + Penalty 1997.557009 = -35747.113497
  nChanged 96
		SP:Iteration 1F (127922.450000 sec): 3 clusters
  Score: Raw -37875.537513 + Penalty 1997.557009 = -35877.980504
  nChanged 32
		SP:Iteration 2F (127922.630000 sec): 3 clusters
  Score: Raw -37938.390872 + Penalty 1997.557009 = -35940.833863
  nChanged 14
		SP:Iteration 3Q (127922.810000 sec): 3 clusters
  Score: Raw -37956.211712 + Penalty 1997.557009 = -35958.654703
  nChanged 5
		SP:Iteration 4Q (127922.980000 sec): 3 clusters
  Score: Raw -37962.432465 + Penalty 1997.557009 = -35964.875457
  nChanged 1
		SP:Iteration 5Q (127923.160000 sec): 3 clusters
  Score: Raw -37965.164198 + Penalty 1997.557009 = -35967.607189
  nChanged 3
		SP:Iteration 6Q (127923.330000 sec): 3 clusters
  Score: Raw -37968.245679 + Penalty 1997.557009 = -35970.688670
  nChanged 2
		SP:Iteration 7Q (127923.510000 sec): 3 clusters
  Score: Raw -37971.717396 + Penalty 1997.557009 = -35974.160387
  nChanged 2
		SP:Iteration 8Q (127923.690000 sec): 3 clusters
  Score: Raw -37974.081554 + Penalty 1997.557009 = -35976.524545
  nChanged 2
		SP:Iteration 9Q (127923.860000 sec): 3 clusters
  Score: Raw -37975.517962 + Penalty 1997.557009 = -35977.960953
  nChanged 0
		SP:Iteration 10F (127924.030000 sec): 3 clusters
  Score: Raw -37975.517962 + Penalty 1997.557009 = -35977.960953
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 75 (921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127924.120000 sec): 2 clusters
  Score: Raw -77158.401394 + Penalty 1109.137256 = -76049.264138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127924.300000 sec): 3 clusters
  Score: Raw -76893.490934 + Penalty 2218.274512 = -74675.216422
  nChanged 247
		SP:Iteration 1F (127924.470000 sec): 3 clusters
  Score: Raw -77101.552714 + Penalty 2218.274512 = -74883.278202
  nChanged 67
		SP:Iteration 2F (127924.650000 sec): 3 clusters
  Score: Raw -77169.398642 + Penalty 2218.274512 = -74951.124130
  nChanged 35
		SP:Iteration 3Q (127924.830000 sec): 3 clusters
  Score: Raw -77199.966620 + Penalty 2218.274512 = -74981.692108
  nChanged 14
		SP:Iteration 4Q (127925.000000 sec): 3 clusters
  Score: Raw -77214.494074 + Penalty 2218.274512 = -74996.219563
  nChanged 12
		SP:Iteration 5Q (127925.180000 sec): 3 clusters
  Score: Raw -77226.521048 + Penalty 2218.274512 = -75008.246536
  nChanged 8
		SP:Iteration 6Q (127925.350000 sec): 3 clusters
  Score: Raw -77233.744746 + Penalty 2218.274512 = -75015.470234
  nChanged 8
		SP:Iteration 7Q (127925.530000 sec): 3 clusters
  Score: Raw -77242.623834 + Penalty 2218.274512 = -75024.349322
  nChanged 11
		SP:Iteration 8Q (127925.710000 sec): 3 clusters
  Score: Raw -77253.636540 + Penalty 2218.274512 = -75035.362028
  nChanged 8
		SP:Iteration 9Q (127925.880000 sec): 3 clusters
  Score: Raw -77265.387327 + Penalty 2218.274512 = -75047.112815
  nChanged 12
		SP:Iteration 10Q (127926.060000 sec): 3 clusters
  Score: Raw -77279.030343 + Penalty 2218.274512 = -75060.755831
  nChanged 8
		SP:Iteration 11Q (127926.230000 sec): 3 clusters
  Score: Raw -77289.161041 + Penalty 2218.274512 = -75070.886529
  nChanged 11
		SP:Iteration 12Q (127926.410000 sec): 3 clusters
  Score: Raw -77299.556225 + Penalty 2218.274512 = -75081.281713
  nChanged 6
		SP:Iteration 13Q (127926.590000 sec): 3 clusters
  Score: Raw -77306.163743 + Penalty 2218.274512 = -75087.889231
  nChanged 7
		SP:Iteration 14Q (127926.760000 sec): 3 clusters
  Score: Raw -77311.468455 + Penalty 2218.274512 = -75093.193943
  nChanged 5
		SP:Iteration 15Q (127926.940000 sec): 3 clusters
  Score: Raw -77317.780986 + Penalty 2218.274512 = -75099.506474
  nChanged 6
		SP:Iteration 16Q (127927.110000 sec): 3 clusters
  Score: Raw -77330.245245 + Penalty 2218.274512 = -75111.970733
  nChanged 14
		SP:Iteration 17Q (127927.290000 sec): 3 clusters
  Score: Raw -77345.179417 + Penalty 2218.274512 = -75126.904905
  nChanged 9
		SP:Iteration 18Q (127927.470000 sec): 3 clusters
  Score: Raw -77359.886245 + Penalty 2218.274512 = -75141.611734
  nChanged 12
		SP:Iteration 19Q (127927.640000 sec): 3 clusters
  Score: Raw -77373.767857 + Penalty 2218.274512 = -75155.493345
  nChanged 10
		SP:Iteration 20F (127927.810000 sec): 3 clusters
  Score: Raw -77385.408140 + Penalty 2218.274512 = -75167.133628
  nChanged 7
		SP:Iteration 21Q (127927.990000 sec): 3 clusters
  Score: Raw -77395.530668 + Penalty 2218.274512 = -75177.256156
  nChanged 9
		SP:Iteration 22Q (127928.170000 sec): 3 clusters
  Score: Raw -77407.614894 + Penalty 2218.274512 = -75189.340382
  nChanged 6
		SP:Iteration 23Q (127928.340000 sec): 3 clusters
  Score: Raw -77416.553579 + Penalty 2218.274512 = -75198.279067
  nChanged 6
		SP:Iteration 24Q (127928.520000 sec): 3 clusters
  Score: Raw -77422.754007 + Penalty 2218.274512 = -75204.479495
  nChanged 5
		SP:Iteration 25Q (127928.690000 sec): 3 clusters
  Score: Raw -77429.047686 + Penalty 2218.274512 = -75210.773174
  nChanged 7
		SP:Iteration 26Q (127928.870000 sec): 3 clusters
  Score: Raw -77443.335652 + Penalty 2218.274512 = -75225.061140
  nChanged 8
		SP:Iteration 27Q (127929.050000 sec): 3 clusters
  Score: Raw -77455.725485 + Penalty 2218.274512 = -75237.450973
  nChanged 7
		SP:Iteration 28Q (127929.220000 sec): 3 clusters
  Score: Raw -77465.703996 + Penalty 2218.274512 = -75247.429484
  nChanged 3
		SP:Iteration 29Q (127929.400000 sec): 3 clusters
  Score: Raw -77468.409075 + Penalty 2218.274512 = -75250.134563
  nChanged 5
		SP:Iteration 30Q (127929.570000 sec): 3 clusters
  Score: Raw -77472.244346 + Penalty 2218.274512 = -75253.969834
  nChanged 0
		SP:Iteration 31F (127929.750000 sec): 3 clusters
  Score: Raw -77472.244346 + Penalty 2218.274512 = -75253.969834
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 76 (204530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127930.810000 sec): 2 clusters
  Score: Raw -18354125.425211 + Penalty 1987.126366 = -18352138.298845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127932.290000 sec): 3 clusters
  Score: Raw -18217855.176732 + Penalty 3974.252731 = -18213880.924000
  nChanged 99323
		SP:Iteration 1F (127933.720000 sec): 3 clusters
  Score: Raw -18276350.930609 + Penalty 3974.252731 = -18272376.677878
  nChanged 5046
		SP:Iteration 2Q (127935.400000 sec): 3 clusters
  Score: Raw -18277283.088581 + Penalty 3974.252731 = -18273308.835849
  nChanged 5675
		SP:Iteration 3Q (127937.020000 sec): 3 clusters
  Score: Raw -18278581.050359 + Penalty 3974.252731 = -18274606.797628
  nChanged 6877
		SP:Iteration 4Q (127938.710000 sec): 3 clusters
  Score: Raw -18280701.591436 + Penalty 3974.252731 = -18276727.338705
  nChanged 9239
		SP:Iteration 5Q (127940.390000 sec): 3 clusters
  Score: Raw -18284664.566693 + Penalty 3974.252731 = -18280690.313962
  nChanged 12812
		SP:Iteration 6F (127941.850000 sec): 3 clusters
  Score: Raw -18292268.426970 + Penalty 3974.252731 = -18288294.174238
  nChanged 17185
		SP:Iteration 7F (127943.350000 sec): 3 clusters
  Score: Raw -18305787.478708 + Penalty 3974.252731 = -18301813.225977
  nChanged 19569
		SP:Iteration 8F (127944.860000 sec): 3 clusters
  Score: Raw -18324324.679994 + Penalty 3974.252731 = -18320350.427262
  nChanged 16298
		SP:Iteration 9F (127946.350000 sec): 3 clusters
  Score: Raw -18340690.620886 + Penalty 3974.252731 = -18336716.368154
  nChanged 9091
		SP:Iteration 10Q (127947.940000 sec): 3 clusters
  Score: Raw -18349558.791263 + Penalty 3974.252731 = -18345584.538531
  nChanged 3608
		SP:Iteration 11Q (127949.440000 sec): 3 clusters
  Score: Raw -18352855.266078 + Penalty 3974.252731 = -18348881.013346
  nChanged 1127
		SP:Iteration 12Q (127950.980000 sec): 3 clusters
  Score: Raw -18353846.726024 + Penalty 3974.252731 = -18349872.473292
  nChanged 313
		SP:Iteration 13Q (127952.500000 sec): 3 clusters
  Score: Raw -18354142.056229 + Penalty 3974.252731 = -18350167.803498
  nChanged 87
		SP:Iteration 14Q (127954.020000 sec): 3 clusters
  Score: Raw -18354244.025684 + Penalty 3974.252731 = -18350269.772953
  nChanged 36
		SP:Iteration 15Q (127955.550000 sec): 3 clusters
  Score: Raw -18354294.660117 + Penalty 3974.252731 = -18350320.407386
  nChanged 25
		SP:Iteration 16Q (127957.030000 sec): 3 clusters
  Score: Raw -18354326.479353 + Penalty 3974.252731 = -18350352.226621
  nChanged 12
		SP:Iteration 17Q (127958.520000 sec): 3 clusters
  Score: Raw -18354339.472457 + Penalty 3974.252731 = -18350365.219725
  nChanged 3
		SP:Iteration 18Q (127960.010000 sec): 3 clusters
  Score: Raw -18354341.827589 + Penalty 3974.252731 = -18350367.574857
  nChanged 2
		SP:Iteration 19Q (127961.490000 sec): 3 clusters
  Score: Raw -18354343.367734 + Penalty 3974.252731 = -18350369.115003
  nChanged 2
		SP:Iteration 20F (127962.980000 sec): 3 clusters
  Score: Raw -18354344.511587 + Penalty 3974.252731 = -18350370.258856
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 77 (14402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127963.170000 sec): 2 clusters
  Score: Raw -1128677.947127 + Penalty 1555.957384 = -1127121.989742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127963.430000 sec): 3 clusters
  Score: Raw -1120214.004717 + Penalty 3111.914769 = -1117102.089949
  nChanged 6448
		SP:Iteration 1F (127963.670000 sec): 3 clusters
  Score: Raw -1123769.659208 + Penalty 3111.914769 = -1120657.744439
  nChanged 789
		SP:Iteration 2F (127963.860000 sec): 3 clusters
  Score: Raw -1124115.652266 + Penalty 3111.914769 = -1121003.737498
  nChanged 734
		SP:Iteration 3F (127964.070000 sec): 3 clusters
  Score: Raw -1124453.445103 + Penalty 3111.914769 = -1121341.530335
  nChanged 730
		SP:Iteration 4F (127964.330000 sec): 3 clusters
  Score: Raw -1124790.480232 + Penalty 3111.914769 = -1121678.565463
  nChanged 712
		SP:Iteration 5Q (127964.580000 sec): 3 clusters
  Score: Raw -1125182.389011 + Penalty 3111.914769 = -1122070.474243
  nChanged 747
		SP:Iteration 6F (127964.800000 sec): 3 clusters
  Score: Raw -1125673.215720 + Penalty 3111.914769 = -1122561.300952
  nChanged 781
		SP:Iteration 7F (127964.990000 sec): 3 clusters
  Score: Raw -1126201.509165 + Penalty 3111.914769 = -1123089.594397
  nChanged 726
		SP:Iteration 8F (127965.240000 sec): 3 clusters
  Score: Raw -1126708.517416 + Penalty 3111.914769 = -1123596.602647
  nChanged 631
		SP:Iteration 9Q (127965.500000 sec): 3 clusters
  Score: Raw -1127123.714869 + Penalty 3111.914769 = -1124011.800100
  nChanged 555
		SP:Iteration 10Q (127965.790000 sec): 3 clusters
  Score: Raw -1127408.720519 + Penalty 3111.914769 = -1124296.805750
  nChanged 415
		SP:Iteration 11Q (127966.050000 sec): 3 clusters
  Score: Raw -1127596.000801 + Penalty 3111.914769 = -1124484.086032
  nChanged 321
		SP:Iteration 12Q (127966.300000 sec): 3 clusters
  Score: Raw -1127719.156450 + Penalty 3111.914769 = -1124607.241681
  nChanged 221
		SP:Iteration 13Q (127966.560000 sec): 3 clusters
  Score: Raw -1127797.261941 + Penalty 3111.914769 = -1124685.347173
  nChanged 209
		SP:Iteration 14Q (127966.810000 sec): 3 clusters
  Score: Raw -1127857.709018 + Penalty 3111.914769 = -1124745.794249
  nChanged 167
		SP:Iteration 15Q (127967.070000 sec): 3 clusters
  Score: Raw -1127899.866482 + Penalty 3111.914769 = -1124787.951714
  nChanged 119
		SP:Iteration 16Q (127967.330000 sec): 3 clusters
  Score: Raw -1127928.743043 + Penalty 3111.914769 = -1124816.828274
  nChanged 105
		SP:Iteration 17Q (127967.580000 sec): 3 clusters
  Score: Raw -1127952.842251 + Penalty 3111.914769 = -1124840.927483
  nChanged 95
		SP:Iteration 18Q (127967.840000 sec): 3 clusters
  Score: Raw -1127975.398224 + Penalty 3111.914769 = -1124863.483456
  nChanged 89
		SP:Iteration 19Q (127968.050000 sec): 3 clusters
  Score: Raw -1127997.180365 + Penalty 3111.914769 = -1124885.265596
  nChanged 88
		SP:Iteration 20F (127968.280000 sec): 3 clusters
  Score: Raw -1128015.755475 + Penalty 3111.914769 = -1124903.840706
  nChanged 69
		SP:Iteration 21Q (127968.580000 sec): 3 clusters
  Score: Raw -1128027.868198 + Penalty 3111.914769 = -1124915.953429
  nChanged 50
		SP:Iteration 22Q (127968.800000 sec): 3 clusters
  Score: Raw -1128037.172226 + Penalty 3111.914769 = -1124925.257457
  nChanged 49
		SP:Iteration 23Q (127969.100000 sec): 3 clusters
  Score: Raw -1128045.464770 + Penalty 3111.914769 = -1124933.550001
  nChanged 51
		SP:Iteration 24Q (127969.360000 sec): 3 clusters
  Score: Raw -1128053.534384 + Penalty 3111.914769 = -1124941.619616
  nChanged 37
		SP:Iteration 25Q (127969.620000 sec): 3 clusters
  Score: Raw -1128058.789082 + Penalty 3111.914769 = -1124946.874314
  nChanged 46
		SP:Iteration 26Q (127969.880000 sec): 3 clusters
  Score: Raw -1128065.571541 + Penalty 3111.914769 = -1124953.656772
  nChanged 36
		SP:Iteration 27Q (127970.140000 sec): 3 clusters
  Score: Raw -1128070.806560 + Penalty 3111.914769 = -1124958.891791
  nChanged 35
		SP:Iteration 28Q (127970.400000 sec): 3 clusters
  Score: Raw -1128076.569254 + Penalty 3111.914769 = -1124964.654485
  nChanged 30
		SP:Iteration 29Q (127970.690000 sec): 3 clusters
  Score: Raw -1128079.605572 + Penalty 3111.914769 = -1124967.690804
  nChanged 21
		SP:Iteration 30Q (127971.000000 sec): 3 clusters
  Score: Raw -1128082.408093 + Penalty 3111.914769 = -1124970.493325
  nChanged 26
		SP:Iteration 31Q (127971.240000 sec): 3 clusters
  Score: Raw -1128086.841695 + Penalty 3111.914769 = -1124974.926926
  nChanged 43
		SP:Iteration 32Q (127971.480000 sec): 3 clusters
  Score: Raw -1128095.162979 + Penalty 3111.914769 = -1124983.248210
  nChanged 44
		SP:Iteration 33Q (127971.760000 sec): 3 clusters
  Score: Raw -1128103.109902 + Penalty 3111.914769 = -1124991.195134
  nChanged 48
		SP:Iteration 34Q (127972.040000 sec): 3 clusters
  Score: Raw -1128112.601562 + Penalty 3111.914769 = -1125000.686794
  nChanged 66
		SP:Iteration 35Q (127972.300000 sec): 3 clusters
  Score: Raw -1128124.882400 + Penalty 3111.914769 = -1125012.967632
  nChanged 53
		SP:Iteration 36Q (127972.570000 sec): 3 clusters
  Score: Raw -1128135.320836 + Penalty 3111.914769 = -1125023.406068
  nChanged 54
		SP:Iteration 37Q (127972.830000 sec): 3 clusters
  Score: Raw -1128145.053272 + Penalty 3111.914769 = -1125033.138503
  nChanged 48
		SP:Iteration 38Q (127973.100000 sec): 3 clusters
  Score: Raw -1128153.744754 + Penalty 3111.914769 = -1125041.829985
  nChanged 60
		SP:Iteration 39Q (127973.360000 sec): 3 clusters
  Score: Raw -1128166.468929 + Penalty 3111.914769 = -1125054.554161
  nChanged 62
		SP:Iteration 40F (127973.560000 sec): 3 clusters
  Score: Raw -1128180.001848 + Penalty 3111.914769 = -1125068.087080
  nChanged 68
		SP:Iteration 41Q (127973.840000 sec): 3 clusters
  Score: Raw -1128193.658475 + Penalty 3111.914769 = -1125081.743707
  nChanged 72
		SP:Iteration 42Q (127974.130000 sec): 3 clusters
  Score: Raw -1128214.373507 + Penalty 3111.914769 = -1125102.458738
  nChanged 90
		SP:Iteration 43Q (127974.340000 sec): 3 clusters
  Score: Raw -1128239.623577 + Penalty 3111.914769 = -1125127.708809
  nChanged 92
		SP:Iteration 44Q (127974.600000 sec): 3 clusters
  Score: Raw -1128260.096905 + Penalty 3111.914769 = -1125148.182137
  nChanged 90
		SP:Iteration 45Q (127974.860000 sec): 3 clusters
  Score: Raw -1128281.754556 + Penalty 3111.914769 = -1125169.839787
  nChanged 78
		SP:Iteration 46Q (127975.100000 sec): 3 clusters
  Score: Raw -1128299.867539 + Penalty 3111.914769 = -1125187.952771
  nChanged 67
		SP:Iteration 47Q (127975.370000 sec): 3 clusters
  Score: Raw -1128315.677439 + Penalty 3111.914769 = -1125203.762670
  nChanged 67
		SP:Iteration 48Q (127975.600000 sec): 3 clusters
  Score: Raw -1128333.778420 + Penalty 3111.914769 = -1125221.863651
  nChanged 63
		SP:Iteration 49Q (127975.830000 sec): 3 clusters
  Score: Raw -1128348.145053 + Penalty 3111.914769 = -1125236.230285
  nChanged 55
		SP:Iteration 50Q (127976.050000 sec): 3 clusters
  Score: Raw -1128361.065570 + Penalty 3111.914769 = -1125249.150802
  nChanged 67
		SP:Iteration 51Q (127976.290000 sec): 3 clusters
  Score: Raw -1128374.187434 + Penalty 3111.914769 = -1125262.272665
  nChanged 64
		SP:Iteration 52Q (127976.540000 sec): 3 clusters
  Score: Raw -1128388.167293 + Penalty 3111.914769 = -1125276.252525
  nChanged 49
		SP:Iteration 53Q (127976.820000 sec): 3 clusters
  Score: Raw -1128398.667033 + Penalty 3111.914769 = -1125286.752264
  nChanged 41
		SP:Iteration 54Q (127977.070000 sec): 3 clusters
  Score: Raw -1128408.133442 + Penalty 3111.914769 = -1125296.218674
  nChanged 46
		SP:Iteration 55Q (127977.350000 sec): 3 clusters
  Score: Raw -1128415.664456 + Penalty 3111.914769 = -1125303.749687
  nChanged 42
		SP:Iteration 56Q (127977.620000 sec): 3 clusters
  Score: Raw -1128422.574657 + Penalty 3111.914769 = -1125310.659889
  nChanged 31
		SP:Iteration 57Q (127977.880000 sec): 3 clusters
  Score: Raw -1128428.590902 + Penalty 3111.914769 = -1125316.676133
  nChanged 30
		SP:Iteration 58Q (127978.100000 sec): 3 clusters
  Score: Raw -1128435.068760 + Penalty 3111.914769 = -1125323.153991
  nChanged 23
		SP:Iteration 59Q (127978.340000 sec): 3 clusters
  Score: Raw -1128439.870836 + Penalty 3111.914769 = -1125327.956068
  nChanged 25
		SP:Iteration 60F (127978.510000 sec): 3 clusters
  Score: Raw -1128444.505101 + Penalty 3111.914769 = -1125332.590332
  nChanged 24
		SP:Iteration 61Q (127978.790000 sec): 3 clusters
  Score: Raw -1128447.977879 + Penalty 3111.914769 = -1125336.063111
  nChanged 22
		SP:Iteration 62Q (127979.060000 sec): 3 clusters
  Score: Raw -1128450.954229 + Penalty 3111.914769 = -1125339.039461
  nChanged 16
		SP:Iteration 63Q (127979.350000 sec): 3 clusters
  Score: Raw -1128453.337953 + Penalty 3111.914769 = -1125341.423184
  nChanged 14
		SP:Iteration 64Q (127979.630000 sec): 3 clusters
  Score: Raw -1128455.718406 + Penalty 3111.914769 = -1125343.803637
  nChanged 19
		SP:Iteration 65Q (127979.860000 sec): 3 clusters
  Score: Raw -1128458.909767 + Penalty 3111.914769 = -1125346.994999
  nChanged 26
		SP:Iteration 66Q (127980.130000 sec): 3 clusters
  Score: Raw -1128464.062504 + Penalty 3111.914769 = -1125352.147735
  nChanged 26
		SP:Iteration 67Q (127980.380000 sec): 3 clusters
  Score: Raw -1128468.305239 + Penalty 3111.914769 = -1125356.390470
  nChanged 29
		SP:Iteration 68Q (127980.660000 sec): 3 clusters
  Score: Raw -1128472.649403 + Penalty 3111.914769 = -1125360.734634
  nChanged 25
		SP:Iteration 69Q (127980.920000 sec): 3 clusters
  Score: Raw -1128477.095799 + Penalty 3111.914769 = -1125365.181030
  nChanged 24
		SP:Iteration 70Q (127981.140000 sec): 3 clusters
  Score: Raw -1128481.402614 + Penalty 3111.914769 = -1125369.487846
  nChanged 26
		SP:Iteration 71Q (127981.370000 sec): 3 clusters
  Score: Raw -1128485.851359 + Penalty 3111.914769 = -1125373.936591
  nChanged 23
		SP:Iteration 72Q (127981.600000 sec): 3 clusters
  Score: Raw -1128490.937852 + Penalty 3111.914769 = -1125379.023083
  nChanged 28
		SP:Iteration 73Q (127981.820000 sec): 3 clusters
  Score: Raw -1128498.930446 + Penalty 3111.914769 = -1125387.015678
  nChanged 36
		SP:Iteration 74Q (127982.040000 sec): 3 clusters
  Score: Raw -1128507.716238 + Penalty 3111.914769 = -1125395.801469
  nChanged 39
		SP:Iteration 75Q (127982.270000 sec): 3 clusters
  Score: Raw -1128515.707772 + Penalty 3111.914769 = -1125403.793003
  nChanged 28
		SP:Iteration 76Q (127982.510000 sec): 3 clusters
  Score: Raw -1128522.118906 + Penalty 3111.914769 = -1125410.204137
  nChanged 33
		SP:Iteration 77Q (127982.740000 sec): 3 clusters
  Score: Raw -1128532.052259 + Penalty 3111.914769 = -1125420.137490
  nChanged 47
		SP:Iteration 78Q (127982.960000 sec): 3 clusters
  Score: Raw -1128546.674804 + Penalty 3111.914769 = -1125434.760036
  nChanged 42
		SP:Iteration 79Q (127983.180000 sec): 3 clusters
  Score: Raw -1128556.187194 + Penalty 3111.914769 = -1125444.272425
  nChanged 34
		SP:Iteration 80F (127983.420000 sec): 3 clusters
  Score: Raw -1128562.481128 + Penalty 3111.914769 = -1125450.566360
  nChanged 30
		SP:Iteration 81Q (127983.680000 sec): 3 clusters
  Score: Raw -1128568.562369 + Penalty 3111.914769 = -1125456.647601
  nChanged 28
		SP:Iteration 82Q (127983.930000 sec): 3 clusters
  Score: Raw -1128574.247549 + Penalty 3111.914769 = -1125462.332781
  nChanged 30
		SP:Iteration 83Q (127984.190000 sec): 3 clusters
  Score: Raw -1128579.774416 + Penalty 3111.914769 = -1125467.859647
  nChanged 23
		SP:Iteration 84Q (127984.430000 sec): 3 clusters
  Score: Raw -1128584.589848 + Penalty 3111.914769 = -1125472.675079
  nChanged 26
		SP:Iteration 85Q (127984.650000 sec): 3 clusters
  Score: Raw -1128591.021000 + Penalty 3111.914769 = -1125479.106232
  nChanged 30
		SP:Iteration 86Q (127984.870000 sec): 3 clusters
  Score: Raw -1128598.761934 + Penalty 3111.914769 = -1125486.847165
  nChanged 28
		SP:Iteration 87Q (127985.100000 sec): 3 clusters
  Score: Raw -1128605.222475 + Penalty 3111.914769 = -1125493.307707
  nChanged 35
		SP:Iteration 88Q (127985.330000 sec): 3 clusters
  Score: Raw -1128613.913498 + Penalty 3111.914769 = -1125501.998730
  nChanged 37
		SP:Iteration 89Q (127985.550000 sec): 3 clusters
  Score: Raw -1128624.117035 + Penalty 3111.914769 = -1125512.202266
  nChanged 41
		SP:Iteration 90Q (127985.810000 sec): 3 clusters
  Score: Raw -1128637.059281 + Penalty 3111.914769 = -1125525.144512
  nChanged 46
		SP:Iteration 91Q (127986.070000 sec): 3 clusters
  Score: Raw -1128652.445815 + Penalty 3111.914769 = -1125540.531046
  nChanged 51
		SP:Iteration 92Q (127986.330000 sec): 3 clusters
  Score: Raw -1128669.669590 + Penalty 3111.914769 = -1125557.754822
  nChanged 49
		SP:Iteration 93Q (127986.570000 sec): 3 clusters
  Score: Raw -1128684.740006 + Penalty 3111.914769 = -1125572.825237
  nChanged 38
		SP:Iteration 94Q (127986.810000 sec): 3 clusters
  Score: Raw -1128693.905057 + Penalty 3111.914769 = -1125581.990289
  nChanged 26
		SP:Iteration 95Q (127987.020000 sec): 3 clusters
  Score: Raw -1128700.327761 + Penalty 3111.914769 = -1125588.412992
  nChanged 23
		SP:Iteration 96Q (127987.280000 sec): 3 clusters
  Score: Raw -1128706.650320 + Penalty 3111.914769 = -1125594.735552
  nChanged 22
		SP:Iteration 97Q (127987.540000 sec): 3 clusters
  Score: Raw -1128711.438042 + Penalty 3111.914769 = -1125599.523273
  nChanged 19
		SP:Iteration 98Q (127987.770000 sec): 3 clusters
  Score: Raw -1128716.223272 + Penalty 3111.914769 = -1125604.308503
  nChanged 22
		SP:Iteration 99Q (127987.980000 sec): 3 clusters
  Score: Raw -1128722.173414 + Penalty 3111.914769 = -1125610.258645
  nChanged 19
		SP:Iteration 100F (127988.170000 sec): 3 clusters
  Score: Raw -1128728.064524 + Penalty 3111.914769 = -1125616.149755
  nChanged 28
		SP:Iteration 101Q (127988.390000 sec): 3 clusters
  Score: Raw -1128734.995020 + Penalty 3111.914769 = -1125623.080252
  nChanged 22
		SP:Iteration 102Q (127988.600000 sec): 3 clusters
  Score: Raw -1128741.124353 + Penalty 3111.914769 = -1125629.209585
  nChanged 22
		SP:Iteration 103Q (127988.860000 sec): 3 clusters
  Score: Raw -1128747.364435 + Penalty 3111.914769 = -1125635.449666
  nChanged 22
		SP:Iteration 104Q (127989.100000 sec): 3 clusters
  Score: Raw -1128752.720354 + Penalty 3111.914769 = -1125640.805585
  nChanged 22
		SP:Iteration 105Q (127989.340000 sec): 3 clusters
  Score: Raw -1128759.167826 + Penalty 3111.914769 = -1125647.253058
  nChanged 20
		SP:Iteration 106Q (127989.550000 sec): 3 clusters
  Score: Raw -1128764.694679 + Penalty 3111.914769 = -1125652.779911
  nChanged 21
		SP:Iteration 107Q (127989.750000 sec): 3 clusters
  Score: Raw -1128769.940319 + Penalty 3111.914769 = -1125658.025550
  nChanged 16
		SP:Iteration 108Q (127989.950000 sec): 3 clusters
  Score: Raw -1128774.878845 + Penalty 3111.914769 = -1125662.964076
  nChanged 19
		SP:Iteration 109Q (127990.190000 sec): 3 clusters
  Score: Raw -1128779.891317 + Penalty 3111.914769 = -1125667.976549
  nChanged 15
		SP:Iteration 110Q (127990.470000 sec): 3 clusters
  Score: Raw -1128784.626841 + Penalty 3111.914769 = -1125672.712073
  nChanged 21
		SP:Iteration 111Q (127990.710000 sec): 3 clusters
  Score: Raw -1128791.674390 + Penalty 3111.914769 = -1125679.759621
  nChanged 19
		SP:Iteration 112Q (127990.960000 sec): 3 clusters
  Score: Raw -1128796.762485 + Penalty 3111.914769 = -1125684.847716
  nChanged 13
		SP:Iteration 113Q (127991.260000 sec): 3 clusters
  Score: Raw -1128799.482801 + Penalty 3111.914769 = -1125687.568032
  nChanged 10
		SP:Iteration 114Q (127991.530000 sec): 3 clusters
  Score: Raw -1128801.357994 + Penalty 3111.914769 = -1125689.443225
  nChanged 10
		SP:Iteration 115Q (127991.790000 sec): 3 clusters
  Score: Raw -1128805.402994 + Penalty 3111.914769 = -1125693.488225
  nChanged 15
		SP:Iteration 116Q (127991.990000 sec): 3 clusters
  Score: Raw -1128810.715128 + Penalty 3111.914769 = -1125698.800360
  nChanged 11
		SP:Iteration 117Q (127992.260000 sec): 3 clusters
  Score: Raw -1128813.817542 + Penalty 3111.914769 = -1125701.902774
  nChanged 12
		SP:Iteration 118Q (127992.510000 sec): 3 clusters
  Score: Raw -1128816.515860 + Penalty 3111.914769 = -1125704.601091
  nChanged 8
		SP:Iteration 119Q (127992.760000 sec): 3 clusters
  Score: Raw -1128818.513652 + Penalty 3111.914769 = -1125706.598884
  nChanged 13
		SP:Iteration 120F (127993.000000 sec): 3 clusters
  Score: Raw -1128822.503690 + Penalty 3111.914769 = -1125710.588921
  nChanged 14
		SP:Iteration 121Q (127993.260000 sec): 3 clusters
  Score: Raw -1128826.778393 + Penalty 3111.914769 = -1125714.863625
  nChanged 20
		SP:Iteration 122Q (127993.510000 sec): 3 clusters
  Score: Raw -1128833.648239 + Penalty 3111.914769 = -1125721.733471
  nChanged 23
		SP:Iteration 123Q (127993.760000 sec): 3 clusters
  Score: Raw -1128842.183328 + Penalty 3111.914769 = -1125730.268559
  nChanged 17
		SP:Iteration 124Q (127994.020000 sec): 3 clusters
  Score: Raw -1128847.626996 + Penalty 3111.914769 = -1125735.712227
  nChanged 11
		SP:Iteration 125Q (127994.310000 sec): 3 clusters
  Score: Raw -1128852.413015 + Penalty 3111.914769 = -1125740.498247
  nChanged 11
		SP:Iteration 126Q (127994.540000 sec): 3 clusters
  Score: Raw -1128856.491342 + Penalty 3111.914769 = -1125744.576573
  nChanged 11
		SP:Iteration 127Q (127994.800000 sec): 3 clusters
  Score: Raw -1128861.441699 + Penalty 3111.914769 = -1125749.526930
  nChanged 20
		SP:Iteration 128Q (127995.110000 sec): 3 clusters
  Score: Raw -1128868.706881 + Penalty 3111.914769 = -1125756.792112
  nChanged 16
		SP:Iteration 129Q (127995.340000 sec): 3 clusters
  Score: Raw -1128873.658046 + Penalty 3111.914769 = -1125761.743277
  nChanged 9
		SP:Iteration 130Q (127995.630000 sec): 3 clusters
  Score: Raw -1128876.242206 + Penalty 3111.914769 = -1125764.327438
  nChanged 8
		SP:Iteration 131Q (127995.870000 sec): 3 clusters
  Score: Raw -1128880.588575 + Penalty 3111.914769 = -1125768.673807
  nChanged 19
		SP:Iteration 132Q (127996.150000 sec): 3 clusters
  Score: Raw -1128886.763289 + Penalty 3111.914769 = -1125774.848520
  nChanged 16
		SP:Iteration 133Q (127996.440000 sec): 3 clusters
  Score: Raw -1128892.456617 + Penalty 3111.914769 = -1125780.541848
  nChanged 17
		SP:Iteration 134Q (127996.720000 sec): 3 clusters
  Score: Raw -1128899.721671 + Penalty 3111.914769 = -1125787.806903
  nChanged 14
		SP:Iteration 135Q (127996.990000 sec): 3 clusters
  Score: Raw -1128905.048169 + Penalty 3111.914769 = -1125793.133401
  nChanged 12
		SP:Iteration 136Q (127997.220000 sec): 3 clusters
  Score: Raw -1128909.645640 + Penalty 3111.914769 = -1125797.730871
  nChanged 12
		SP:Iteration 137Q (127997.480000 sec): 3 clusters
  Score: Raw -1128913.401277 + Penalty 3111.914769 = -1125801.486508
  nChanged 9
		SP:Iteration 138Q (127997.740000 sec): 3 clusters
  Score: Raw -1128917.508854 + Penalty 3111.914769 = -1125805.594085
  nChanged 11
		SP:Iteration 139Q (127998.020000 sec): 3 clusters
  Score: Raw -1128921.695224 + Penalty 3111.914769 = -1125809.780455
  nChanged 10
		SP:Iteration 140F (127998.200000 sec): 3 clusters
  Score: Raw -1128924.480287 + Penalty 3111.914769 = -1125812.565518
  nChanged 7
		SP:Iteration 141Q (127998.480000 sec): 3 clusters
  Score: Raw -1128926.834375 + Penalty 3111.914769 = -1125814.919606
  nChanged 7
		SP:Iteration 142Q (127998.780000 sec): 3 clusters
  Score: Raw -1128929.369376 + Penalty 3111.914769 = -1125817.454607
  nChanged 4
		SP:Iteration 143Q (127999.050000 sec): 3 clusters
  Score: Raw -1128931.143903 + Penalty 3111.914769 = -1125819.229134
  nChanged 6
		SP:Iteration 144Q (127999.280000 sec): 3 clusters
  Score: Raw -1128932.830719 + Penalty 3111.914769 = -1125820.915951
  nChanged 7
		SP:Iteration 145Q (127999.540000 sec): 3 clusters
  Score: Raw -1128935.931132 + Penalty 3111.914769 = -1125824.016363
  nChanged 12
		SP:Iteration 146Q (127999.800000 sec): 3 clusters
  Score: Raw -1128940.104746 + Penalty 3111.914769 = -1125828.189978
  nChanged 9
		SP:Iteration 147Q (128000.070000 sec): 3 clusters
  Score: Raw -1128941.712848 + Penalty 3111.914769 = -1125829.798080
  nChanged 6
		SP:Iteration 148Q (128000.320000 sec): 3 clusters
  Score: Raw -1128943.281632 + Penalty 3111.914769 = -1125831.366864
  nChanged 3
		SP:Iteration 149Q (128000.580000 sec): 3 clusters
  Score: Raw -1128944.175195 + Penalty 3111.914769 = -1125832.260427
  nChanged 5
		SP:Iteration 150Q (128000.840000 sec): 3 clusters
  Score: Raw -1128945.742117 + Penalty 3111.914769 = -1125833.827348
  nChanged 5
		SP:Iteration 151Q (128001.100000 sec): 3 clusters
  Score: Raw -1128947.603042 + Penalty 3111.914769 = -1125835.688273
  nChanged 9
		SP:Iteration 152Q (128001.360000 sec): 3 clusters
  Score: Raw -1128949.963713 + Penalty 3111.914769 = -1125838.048944
  nChanged 7
		SP:Iteration 153Q (128001.620000 sec): 3 clusters
  Score: Raw -1128952.518459 + Penalty 3111.914769 = -1125840.603690
  nChanged 7
		SP:Iteration 154Q (128001.890000 sec): 3 clusters
  Score: Raw -1128954.581272 + Penalty 3111.914769 = -1125842.666504
  nChanged 2
		SP:Iteration 155Q (128002.150000 sec): 3 clusters
  Score: Raw -1128955.489746 + Penalty 3111.914769 = -1125843.574978
  nChanged 2
		SP:Iteration 156Q (128002.410000 sec): 3 clusters
  Score: Raw -1128956.428527 + Penalty 3111.914769 = -1125844.513758
  nChanged 1
		SP:Iteration 157Q (128002.670000 sec): 3 clusters
  Score: Raw -1128956.715972 + Penalty 3111.914769 = -1125844.801204
  nChanged 2
		SP:Iteration 158Q (128002.950000 sec): 3 clusters
  Score: Raw -1128957.455155 + Penalty 3111.914769 = -1125845.540386
  nChanged 1
		SP:Iteration 159Q (128003.200000 sec): 3 clusters
  Score: Raw -1128957.533541 + Penalty 3111.914769 = -1125845.618772
  nChanged 0
		SP:Iteration 160F (128003.520000 sec): 3 clusters
  Score: Raw -1128957.533541 + Penalty 3111.914769 = -1125845.618772
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 78 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128003.610000 sec): 2 clusters
  Score: Raw -48463.147335 + Penalty 1040.849624 = -47422.297711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128003.770000 sec): 3 clusters
  Score: Raw -48325.972964 + Penalty 2081.699249 = -46244.273715
  nChanged 148
		SP:Iteration 1F (128003.920000 sec): 3 clusters
  Score: Raw -48512.483809 + Penalty 2081.699249 = -46430.784560
  nChanged 43
		SP:Iteration 2F (128004.080000 sec): 3 clusters
  Score: Raw -48576.554667 + Penalty 2081.699249 = -46494.855418
  nChanged 25
		SP:Iteration 3Q (128004.240000 sec): 3 clusters
  Score: Raw -48618.930990 + Penalty 2081.699249 = -46537.231741
  nChanged 14
		SP:Iteration 4Q (128004.400000 sec): 3 clusters
  Score: Raw -48646.919277 + Penalty 2081.699249 = -46565.220028
  nChanged 10
		SP:Iteration 5Q (128004.560000 sec): 3 clusters
  Score: Raw -48666.741149 + Penalty 2081.699249 = -46585.041901
  nChanged 12
		SP:Iteration 6Q (128004.720000 sec): 3 clusters
  Score: Raw -48683.775865 + Penalty 2081.699249 = -46602.076616
  nChanged 9
		SP:Iteration 7Q (128004.870000 sec): 3 clusters
  Score: Raw -48714.418779 + Penalty 2081.699249 = -46632.719530
  nChanged 10
		SP:Iteration 8Q (128005.030000 sec): 3 clusters
  Score: Raw -48733.205708 + Penalty 2081.699249 = -46651.506459
  nChanged 15
		SP:Iteration 9Q (128005.190000 sec): 3 clusters
  Score: Raw -48762.798956 + Penalty 2081.699249 = -46681.099708
  nChanged 14
		SP:Iteration 10Q (128005.350000 sec): 3 clusters
  Score: Raw -48794.491999 + Penalty 2081.699249 = -46712.792750
  nChanged 15
		SP:Iteration 11Q (128005.510000 sec): 3 clusters
  Score: Raw -48837.170189 + Penalty 2081.699249 = -46755.470940
  nChanged 19
		SP:Iteration 12Q (128005.670000 sec): 3 clusters
  Score: Raw -48923.011611 + Penalty 2081.699249 = -46841.312362
  nChanged 21
		SP:Iteration 13Q (128005.830000 sec): 3 clusters
  Score: Raw -49007.144743 + Penalty 2081.699249 = -46925.445494
  nChanged 17
		SP:Iteration 14Q (128005.990000 sec): 3 clusters
  Score: Raw -49054.067072 + Penalty 2081.699249 = -46972.367823
  nChanged 10
		SP:Iteration 15Q (128006.140000 sec): 3 clusters
  Score: Raw -49073.801637 + Penalty 2081.699249 = -46992.102389
  nChanged 6
		SP:Iteration 16Q (128006.300000 sec): 3 clusters
  Score: Raw -49085.634360 + Penalty 2081.699249 = -47003.935112
  nChanged 5
		SP:Iteration 17Q (128006.460000 sec): 3 clusters
  Score: Raw -49090.884078 + Penalty 2081.699249 = -47009.184829
  nChanged 2
		SP:Iteration 18Q (128006.620000 sec): 3 clusters
  Score: Raw -49096.433467 + Penalty 2081.699249 = -47014.734218
  nChanged 3
		SP:Iteration 19Q (128006.780000 sec): 3 clusters
  Score: Raw -49100.231949 + Penalty 2081.699249 = -47018.532700
  nChanged 1
		SP:Iteration 20F (128006.940000 sec): 3 clusters
  Score: Raw -49102.049380 + Penalty 2081.699249 = -47020.350132
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 79 (1763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128007.010000 sec): 2 clusters
  Score: Raw -123944.408166 + Penalty 1214.650480 = -122729.757686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128007.160000 sec): 3 clusters
  Score: Raw -123236.902804 + Penalty 2429.300959 = -120807.601845
  nChanged 603
		SP:Iteration 1F (128007.340000 sec): 3 clusters
  Score: Raw -123732.372214 + Penalty 2429.300959 = -121303.071255
  nChanged 165
		SP:Iteration 2F (128007.510000 sec): 3 clusters
  Score: Raw -123929.460818 + Penalty 2429.300959 = -121500.159859
  nChanged 116
		SP:Iteration 3F (128007.690000 sec): 3 clusters
  Score: Raw -124054.773664 + Penalty 2429.300959 = -121625.472705
  nChanged 86
		SP:Iteration 4Q (128007.870000 sec): 3 clusters
  Score: Raw -124145.566225 + Penalty 2429.300959 = -121716.265266
  nChanged 63
		SP:Iteration 5Q (128008.040000 sec): 3 clusters
  Score: Raw -124219.033595 + Penalty 2429.300959 = -121789.732636
  nChanged 64
		SP:Iteration 6Q (128008.220000 sec): 3 clusters
  Score: Raw -124304.652100 + Penalty 2429.300959 = -121875.351141
  nChanged 55
		SP:Iteration 7Q (128008.390000 sec): 3 clusters
  Score: Raw -124355.369554 + Penalty 2429.300959 = -121926.068594
  nChanged 43
		SP:Iteration 8Q (128008.570000 sec): 3 clusters
  Score: Raw -124397.718923 + Penalty 2429.300959 = -121968.417963
  nChanged 34
		SP:Iteration 9Q (128008.750000 sec): 3 clusters
  Score: Raw -124434.640662 + Penalty 2429.300959 = -122005.339703
  nChanged 29
		SP:Iteration 10Q (128008.860000 sec): 3 clusters
  Score: Raw -124461.759105 + Penalty 2429.300959 = -122032.458146
  nChanged 30
		SP:Iteration 11Q (128009.010000 sec): 3 clusters
  Score: Raw -124487.507211 + Penalty 2429.300959 = -122058.206252
  nChanged 25
		SP:Iteration 12Q (128009.190000 sec): 3 clusters
  Score: Raw -124511.639539 + Penalty 2429.300959 = -122082.338579
  nChanged 23
		SP:Iteration 13Q (128009.380000 sec): 3 clusters
  Score: Raw -124527.990115 + Penalty 2429.300959 = -122098.689156
  nChanged 19
		SP:Iteration 14Q (128009.540000 sec): 3 clusters
  Score: Raw -124541.611923 + Penalty 2429.300959 = -122112.310964
  nChanged 19
		SP:Iteration 15Q (128009.720000 sec): 3 clusters
  Score: Raw -124556.923207 + Penalty 2429.300959 = -122127.622248
  nChanged 17
		SP:Iteration 16Q (128009.890000 sec): 3 clusters
  Score: Raw -124572.351643 + Penalty 2429.300959 = -122143.050684
  nChanged 14
		SP:Iteration 17Q (128010.070000 sec): 3 clusters
  Score: Raw -124587.043498 + Penalty 2429.300959 = -122157.742539
  nChanged 19
		SP:Iteration 18Q (128010.240000 sec): 3 clusters
  Score: Raw -124604.424750 + Penalty 2429.300959 = -122175.123791
  nChanged 15
		SP:Iteration 19Q (128010.420000 sec): 3 clusters
  Score: Raw -124619.078962 + Penalty 2429.300959 = -122189.778002
  nChanged 11
		SP:Iteration 20F (128010.600000 sec): 3 clusters
  Score: Raw -124629.744305 + Penalty 2429.300959 = -122200.443346
  nChanged 13
		SP:Iteration 21Q (128010.770000 sec): 3 clusters
  Score: Raw -124638.791314 + Penalty 2429.300959 = -122209.490354
  nChanged 5
		SP:Iteration 22Q (128010.950000 sec): 3 clusters
  Score: Raw -124641.604120 + Penalty 2429.300959 = -122212.303160
  nChanged 7
		SP:Iteration 23Q (128011.120000 sec): 3 clusters
  Score: Raw -124647.943658 + Penalty 2429.300959 = -122218.642699
  nChanged 7
		SP:Iteration 24Q (128011.300000 sec): 3 clusters
  Score: Raw -124653.801849 + Penalty 2429.300959 = -122224.500890
  nChanged 4
		SP:Iteration 25Q (128011.480000 sec): 3 clusters
  Score: Raw -124656.276137 + Penalty 2429.300959 = -122226.975177
  nChanged 2
		SP:Iteration 26Q (128011.650000 sec): 3 clusters
  Score: Raw -124657.887586 + Penalty 2429.300959 = -122228.586626
  nChanged 5
		SP:Iteration 27Q (128011.820000 sec): 3 clusters
  Score: Raw -124660.529849 + Penalty 2429.300959 = -122231.228890
  nChanged 3
		SP:Iteration 28Q (128011.990000 sec): 3 clusters
  Score: Raw -124661.982632 + Penalty 2429.300959 = -122232.681673
  nChanged 2
		SP:Iteration 29Q (128012.170000 sec): 3 clusters
  Score: Raw -124663.208610 + Penalty 2429.300959 = -122233.907651
  nChanged 1
		SP:Iteration 30Q (128012.340000 sec): 3 clusters
  Score: Raw -124663.659486 + Penalty 2429.300959 = -122234.358527
  nChanged 0
		SP:Iteration 31F (128012.520000 sec): 3 clusters
  Score: Raw -124663.659486 + Penalty 2429.300959 = -122234.358527
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 80 (7618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128012.660000 sec): 2 clusters
  Score: Raw -655893.829550 + Penalty 1452.468736 = -654441.360814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128012.820000 sec): 3 clusters
  Score: Raw -651685.199761 + Penalty 2904.937473 = -648780.262288
  nChanged 3231
		SP:Iteration 1F (128013.020000 sec): 3 clusters
  Score: Raw -653450.301994 + Penalty 2904.937473 = -650545.364522
  nChanged 496
		SP:Iteration 2F (128013.230000 sec): 3 clusters
  Score: Raw -653683.318355 + Penalty 2904.937473 = -650778.380882
  nChanged 386
		SP:Iteration 3F (128013.430000 sec): 3 clusters
  Score: Raw -653854.519891 + Penalty 2904.937473 = -650949.582418
  nChanged 340
		SP:Iteration 4Q (128013.620000 sec): 3 clusters
  Score: Raw -654016.700502 + Penalty 2904.937473 = -651111.763030
  nChanged 334
		SP:Iteration 5Q (128013.820000 sec): 3 clusters
  Score: Raw -654188.558428 + Penalty 2904.937473 = -651283.620956
  nChanged 322
		SP:Iteration 6Q (128014.010000 sec): 3 clusters
  Score: Raw -654362.803859 + Penalty 2904.937473 = -651457.866386
  nChanged 323
		SP:Iteration 7Q (128014.210000 sec): 3 clusters
  Score: Raw -654564.787526 + Penalty 2904.937473 = -651659.850053
  nChanged 344
		SP:Iteration 8Q (128014.380000 sec): 3 clusters
  Score: Raw -654772.245388 + Penalty 2904.937473 = -651867.307916
  nChanged 333
		SP:Iteration 9Q (128014.580000 sec): 3 clusters
  Score: Raw -654985.385933 + Penalty 2904.937473 = -652080.448460
  nChanged 312
		SP:Iteration 10Q (128014.770000 sec): 3 clusters
  Score: Raw -655204.344112 + Penalty 2904.937473 = -652299.406640
  nChanged 308
		SP:Iteration 11Q (128014.950000 sec): 3 clusters
  Score: Raw -655407.547779 + Penalty 2904.937473 = -652502.610306
  nChanged 248
		SP:Iteration 12Q (128015.130000 sec): 3 clusters
  Score: Raw -655555.451544 + Penalty 2904.937473 = -652650.514071
  nChanged 207
		SP:Iteration 13Q (128015.310000 sec): 3 clusters
  Score: Raw -655672.263337 + Penalty 2904.937473 = -652767.325864
  nChanged 175
		SP:Iteration 14Q (128015.500000 sec): 3 clusters
  Score: Raw -655762.545954 + Penalty 2904.937473 = -652857.608481
  nChanged 138
		SP:Iteration 15Q (128015.670000 sec): 3 clusters
  Score: Raw -655824.507888 + Penalty 2904.937473 = -652919.570415
  nChanged 132
		SP:Iteration 16Q (128015.870000 sec): 3 clusters
  Score: Raw -655885.456277 + Penalty 2904.937473 = -652980.518804
  nChanged 107
		SP:Iteration 17Q (128016.070000 sec): 3 clusters
  Score: Raw -655939.249580 + Penalty 2904.937473 = -653034.312107
  nChanged 109
		SP:Iteration 18Q (128016.290000 sec): 3 clusters
  Score: Raw -655994.315383 + Penalty 2904.937473 = -653089.377910
  nChanged 96
		SP:Iteration 19Q (128016.470000 sec): 3 clusters
  Score: Raw -656036.337470 + Penalty 2904.937473 = -653131.399997
  nChanged 80
		SP:Iteration 20F (128016.650000 sec): 3 clusters
  Score: Raw -656071.047467 + Penalty 2904.937473 = -653166.109994
  nChanged 81
		SP:Iteration 21Q (128016.840000 sec): 3 clusters
  Score: Raw -656113.735541 + Penalty 2904.937473 = -653208.798068
  nChanged 90
		SP:Iteration 22Q (128017.020000 sec): 3 clusters
  Score: Raw -656166.363610 + Penalty 2904.937473 = -653261.426137
  nChanged 91
		SP:Iteration 23Q (128017.200000 sec): 3 clusters
  Score: Raw -656223.646148 + Penalty 2904.937473 = -653318.708676
  nChanged 80
		SP:Iteration 24Q (128017.380000 sec): 3 clusters
  Score: Raw -656273.210147 + Penalty 2904.937473 = -653368.272675
  nChanged 69
		SP:Iteration 25Q (128017.570000 sec): 3 clusters
  Score: Raw -656319.838126 + Penalty 2904.937473 = -653414.900653
  nChanged 61
		SP:Iteration 26Q (128017.760000 sec): 3 clusters
  Score: Raw -656356.319042 + Penalty 2904.937473 = -653451.381570
  nChanged 60
		SP:Iteration 27Q (128017.940000 sec): 3 clusters
  Score: Raw -656388.619352 + Penalty 2904.937473 = -653483.681879
  nChanged 51
		SP:Iteration 28Q (128018.160000 sec): 3 clusters
  Score: Raw -656422.504173 + Penalty 2904.937473 = -653517.566700
  nChanged 71
		SP:Iteration 29Q (128018.390000 sec): 3 clusters
  Score: Raw -656465.092098 + Penalty 2904.937473 = -653560.154625
  nChanged 53
		SP:Iteration 30Q (128018.580000 sec): 3 clusters
  Score: Raw -656495.253359 + Penalty 2904.937473 = -653590.315886
  nChanged 50
		SP:Iteration 31Q (128018.780000 sec): 3 clusters
  Score: Raw -656532.146799 + Penalty 2904.937473 = -653627.209327
  nChanged 47
		SP:Iteration 32Q (128018.980000 sec): 3 clusters
  Score: Raw -656559.609980 + Penalty 2904.937473 = -653654.672508
  nChanged 35
		SP:Iteration 33Q (128019.170000 sec): 3 clusters
  Score: Raw -656581.630044 + Penalty 2904.937473 = -653676.692571
  nChanged 29
		SP:Iteration 34Q (128019.360000 sec): 3 clusters
  Score: Raw -656596.629958 + Penalty 2904.937473 = -653691.692485
  nChanged 20
		SP:Iteration 35Q (128019.560000 sec): 3 clusters
  Score: Raw -656608.218436 + Penalty 2904.937473 = -653703.280963
  nChanged 25
		SP:Iteration 36Q (128019.750000 sec): 3 clusters
  Score: Raw -656618.245360 + Penalty 2904.937473 = -653713.307888
  nChanged 24
		SP:Iteration 37Q (128019.940000 sec): 3 clusters
  Score: Raw -656627.341745 + Penalty 2904.937473 = -653722.404272
  nChanged 15
		SP:Iteration 38Q (128020.140000 sec): 3 clusters
  Score: Raw -656633.137749 + Penalty 2904.937473 = -653728.200276
  nChanged 10
		SP:Iteration 39Q (128020.340000 sec): 3 clusters
  Score: Raw -656635.834321 + Penalty 2904.937473 = -653730.896849
  nChanged 2
		SP:Iteration 40F (128020.530000 sec): 3 clusters
  Score: Raw -656636.652725 + Penalty 2904.937473 = -653731.715252
  nChanged 3
		SP:Iteration 41Q (128020.710000 sec): 3 clusters
  Score: Raw -656637.749778 + Penalty 2904.937473 = -653732.812305
  nChanged 0
		SP:Iteration 42F (128020.890000 sec): 3 clusters
  Score: Raw -656637.749778 + Penalty 2904.937473 = -653732.812305
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.68 GB.

 Trying to split cluster 81 (1916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128020.960000 sec): 2 clusters
  Score: Raw -162441.135585 + Penalty 1228.174181 = -161212.961404
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128021.120000 sec): 3 clusters
  Score: Raw -161633.027496 + Penalty 2456.348362 = -159176.679135
  nChanged 677
		SP:Iteration 1F (128021.280000 sec): 3 clusters
  Score: Raw -162067.620693 + Penalty 2456.348362 = -159611.272331
  nChanged 165
		SP:Iteration 2F (128021.440000 sec): 3 clusters
  Score: Raw -162191.408964 + Penalty 2456.348362 = -159735.060602
  nChanged 103
		SP:Iteration 3F (128021.600000 sec): 3 clusters
  Score: Raw -162277.542009 + Penalty 2456.348362 = -159821.193648
  nChanged 79
		SP:Iteration 4Q (128021.760000 sec): 3 clusters
  Score: Raw -162337.379169 + Penalty 2456.348362 = -159881.030808
  nChanged 66
		SP:Iteration 5Q (128021.920000 sec): 3 clusters
  Score: Raw -162390.492211 + Penalty 2456.348362 = -159934.143849
  nChanged 78
		SP:Iteration 6Q (128022.080000 sec): 3 clusters
  Score: Raw -162473.167624 + Penalty 2456.348362 = -160016.819263
  nChanged 92
		SP:Iteration 7Q (128022.240000 sec): 3 clusters
  Score: Raw -162559.386971 + Penalty 2456.348362 = -160103.038610
  nChanged 82
		SP:Iteration 8Q (128022.400000 sec): 3 clusters
  Score: Raw -162649.059948 + Penalty 2456.348362 = -160192.711587
  nChanged 79
		SP:Iteration 9Q (128022.560000 sec): 3 clusters
  Score: Raw -162732.505852 + Penalty 2456.348362 = -160276.157490
  nChanged 77
		SP:Iteration 10Q (128022.720000 sec): 3 clusters
  Score: Raw -162808.782905 + Penalty 2456.348362 = -160352.434543
  nChanged 60
		SP:Iteration 11Q (128022.890000 sec): 3 clusters
  Score: Raw -162876.248639 + Penalty 2456.348362 = -160419.900277
  nChanged 44
		SP:Iteration 12Q (128023.060000 sec): 3 clusters
  Score: Raw -162916.059965 + Penalty 2456.348362 = -160459.711603
  nChanged 28
		SP:Iteration 13Q (128023.240000 sec): 3 clusters
  Score: Raw -162943.179316 + Penalty 2456.348362 = -160486.830955
  nChanged 29
		SP:Iteration 14Q (128023.410000 sec): 3 clusters
  Score: Raw -162966.649261 + Penalty 2456.348362 = -160510.300900
  nChanged 19
		SP:Iteration 15Q (128023.590000 sec): 3 clusters
  Score: Raw -162976.247161 + Penalty 2456.348362 = -160519.898800
  nChanged 12
		SP:Iteration 16Q (128023.760000 sec): 3 clusters
  Score: Raw -162982.221795 + Penalty 2456.348362 = -160525.873434
  nChanged 9
		SP:Iteration 17Q (128023.940000 sec): 3 clusters
  Score: Raw -162988.016181 + Penalty 2456.348362 = -160531.667820
  nChanged 7
		SP:Iteration 18Q (128024.110000 sec): 3 clusters
  Score: Raw -162992.015485 + Penalty 2456.348362 = -160535.667123
  nChanged 4
		SP:Iteration 19Q (128024.280000 sec): 3 clusters
  Score: Raw -162994.300493 + Penalty 2456.348362 = -160537.952131
  nChanged 3
		SP:Iteration 20F (128024.450000 sec): 3 clusters
  Score: Raw -162995.966530 + Penalty 2456.348362 = -160539.618169
  nChanged 5
		SP:Iteration 21Q (128024.630000 sec): 3 clusters
  Score: Raw -162999.153961 + Penalty 2456.348362 = -160542.805599
  nChanged 2
		SP:Iteration 22Q (128024.660000 sec): 3 clusters
  Score: Raw -163000.956452 + Penalty 2456.348362 = -160544.608091
  nChanged 0
		SP:Iteration 23F (128024.720000 sec): 3 clusters
  Score: Raw -163000.956452 + Penalty 2456.348362 = -160544.608091
  nChanged 0
------ Evaluating fit on full set of 4431629 points ------
  Score: Raw -367034520.317141 + Penalty 201442.556470 = -366833077.760670
Time taken for this iteration:129261.700000 seconds.
 20->82 Clusters: Score -366833077.760670, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 2.65 GB would take us to total of 10.61 GB.
------ Running on subset of 1477209 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 15 (5401 points): Lose 239.709433 but Gain 2308.420571
Iteration 0F (129402.620000 sec): 20 clusters
  Score: Raw -111099551.169208 + Penalty 43859.990856 = -111055691.178352
  nChanged 1398367
Iteration 1F (129485.580000 sec): 20 clusters
  Score: Raw -118265772.149161 + Penalty 43859.990856 = -118221912.158305
  nChanged 575068
Iteration 2F (129568.300000 sec): 20 clusters
  Score: Raw -119779892.015266 + Penalty 43859.990856 = -119736032.024410
  nChanged 309525
Iteration 3F (129651.050000 sec): 20 clusters
  Score: Raw -120556409.921301 + Penalty 43859.990856 = -120512549.930445
  nChanged 206535
Iteration 4F (129731.420000 sec): 20 clusters
  Score: Raw -120981517.514406 + Penalty 43859.990856 = -120937657.523550
  nChanged 154847
Iteration 5F (129809.580000 sec): 20 clusters
  Score: Raw -121234356.764994 + Penalty 43859.990856 = -121190496.774138
  nChanged 117033
Iteration 6F (129888.790000 sec): 20 clusters
  Score: Raw -121432529.220972 + Penalty 43859.990856 = -121388669.230116
  nChanged 83955
Iteration 7F (129967.130000 sec): 20 clusters
  Score: Raw -121552313.477404 + Penalty 43859.990856 = -121508453.486548
  nChanged 57445
Iteration 8Q (130055.770000 sec): 20 clusters
  Score: Raw -121602071.992353 + Penalty 43859.990856 = -121558212.001497
  nChanged 43115
Iteration 9Q (130140.390000 sec): 20 clusters
  Score: Raw -121646531.848466 + Penalty 43859.990856 = -121602671.857611
  nChanged 37023
Iteration 10Q (130227.770000 sec): 20 clusters
  Score: Raw -121692255.631840 + Penalty 43859.990856 = -121648395.640984
  nChanged 32505
Iteration 11Q (130312.930000 sec): 20 clusters
  Score: Raw -121721701.627954 + Penalty 43859.990856 = -121677841.637098
  nChanged 27839
Iteration 12Q (130401.300000 sec): 20 clusters
  Score: Raw -121745621.209395 + Penalty 43859.990856 = -121701761.218539
  nChanged 24454
Iteration 13Q (130487.810000 sec): 20 clusters
  Score: Raw -121763276.627561 + Penalty 43859.990856 = -121719416.636705
  nChanged 21393
Iteration 14Q (130578.780000 sec): 20 clusters
  Score: Raw -121774098.988163 + Penalty 43859.990856 = -121730238.997307
  nChanged 18185
Iteration 15Q (130666.100000 sec): 20 clusters
  Score: Raw -121781672.676979 + Penalty 43859.990856 = -121737812.686123
  nChanged 15893
Iteration 16Q (130755.970000 sec): 20 clusters
  Score: Raw -121787425.968445 + Penalty 43859.990856 = -121743565.977589
  nChanged 14127
Iteration 17Q (130841.320000 sec): 20 clusters
  Score: Raw -121791836.301674 + Penalty 43859.990856 = -121747976.310818
  nChanged 12503
Iteration 18Q (130931.310000 sec): 20 clusters
  Score: Raw -121795322.478623 + Penalty 43859.990856 = -121751462.487767
  nChanged 11158
Iteration 19Q (131016.750000 sec): 20 clusters
  Score: Raw -121798164.589517 + Penalty 43859.990856 = -121754304.598661
  nChanged 10168
Writing temp clu file 
Because OldScore, -121751462.487767, is greater than current (better) Score,-121754304.598661 
 Compute initial score before splitting:   Score: Raw -121798164.589517 + Penalty 43859.990856 = -121754304.598661
Memory request: 0.10 GB would take us to total of 10.71 GB.

 Trying to split cluster 1 (56619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131017.380000 sec): 2 clusters
  Score: Raw -4930255.975509 + Penalty 1778.416233 = -4928477.559275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131017.890000 sec): 3 clusters
  Score: Raw -4894278.093807 + Penalty 3556.832466 = -4890721.261340
  nChanged 26581
		SP:Iteration 1F (131018.410000 sec): 3 clusters
  Score: Raw -4909852.416486 + Penalty 3556.832466 = -4906295.584019
  nChanged 2395
		SP:Iteration 2Q (131018.970000 sec): 3 clusters
  Score: Raw -4910569.009807 + Penalty 3556.832466 = -4907012.177341
  nChanged 2282
		SP:Iteration 3Q (131019.530000 sec): 3 clusters
  Score: Raw -4911331.618496 + Penalty 3556.832466 = -4907774.786029
  nChanged 2370
		SP:Iteration 4Q (131020.040000 sec): 3 clusters
  Score: Raw -4912263.808388 + Penalty 3556.832466 = -4908706.975922
  nChanged 2607
		SP:Iteration 5Q (131020.610000 sec): 3 clusters
  Score: Raw -4913518.311421 + Penalty 3556.832466 = -4909961.478954
  nChanged 2891
		SP:Iteration 6F (131021.080000 sec): 3 clusters
  Score: Raw -4915133.320615 + Penalty 3556.832466 = -4911576.488149
  nChanged 3119
		SP:Iteration 7F (131021.630000 sec): 3 clusters
  Score: Raw -4916911.326693 + Penalty 3556.832466 = -4913354.494227
  nChanged 3204
		SP:Iteration 8F (131022.150000 sec): 3 clusters
  Score: Raw -4918693.910428 + Penalty 3556.832466 = -4915137.077962
  nChanged 2936
		SP:Iteration 9F (131022.670000 sec): 3 clusters
  Score: Raw -4920123.647969 + Penalty 3556.832466 = -4916566.815502
  nChanged 2483
		SP:Iteration 10Q (131023.230000 sec): 3 clusters
  Score: Raw -4921091.343255 + Penalty 3556.832466 = -4917534.510789
  nChanged 1827
		SP:Iteration 11Q (131023.800000 sec): 3 clusters
  Score: Raw -4921646.449874 + Penalty 3556.832466 = -4918089.617408
  nChanged 1404
		SP:Iteration 12Q (131024.280000 sec): 3 clusters
  Score: Raw -4922010.458593 + Penalty 3556.832466 = -4918453.626127
  nChanged 1134
		SP:Iteration 13Q (131024.800000 sec): 3 clusters
  Score: Raw -4922279.405317 + Penalty 3556.832466 = -4918722.572850
  nChanged 982
		SP:Iteration 14Q (131025.320000 sec): 3 clusters
  Score: Raw -4922510.786771 + Penalty 3556.832466 = -4918953.954304
  nChanged 905
		SP:Iteration 15Q (131025.890000 sec): 3 clusters
  Score: Raw -4922718.043499 + Penalty 3556.832466 = -4919161.211033
  nChanged 887
		SP:Iteration 16Q (131026.450000 sec): 3 clusters
  Score: Raw -4922918.487873 + Penalty 3556.832466 = -4919361.655406
  nChanged 902
		SP:Iteration 17Q (131027.020000 sec): 3 clusters
  Score: Raw -4923142.674052 + Penalty 3556.832466 = -4919585.841585
  nChanged 942
		SP:Iteration 18Q (131027.580000 sec): 3 clusters
  Score: Raw -4923406.528075 + Penalty 3556.832466 = -4919849.695609
  nChanged 996
		SP:Iteration 19Q (131028.100000 sec): 3 clusters
  Score: Raw -4923700.534600 + Penalty 3556.832466 = -4920143.702133
  nChanged 1055
		SP:Iteration 20F (131028.630000 sec): 3 clusters
  Score: Raw -4924044.215481 + Penalty 3556.832466 = -4920487.383014
  nChanged 1140
		SP:Iteration 21Q (131029.190000 sec): 3 clusters
  Score: Raw -4924446.654669 + Penalty 3556.832466 = -4920889.822203
  nChanged 1194
		SP:Iteration 22Q (131029.750000 sec): 3 clusters
  Score: Raw -4924903.191985 + Penalty 3556.832466 = -4921346.359518
  nChanged 1288
		SP:Iteration 23Q (131030.270000 sec): 3 clusters
  Score: Raw -4925410.519954 + Penalty 3556.832466 = -4921853.687488
  nChanged 1244
		SP:Iteration 24Q (131030.830000 sec): 3 clusters
  Score: Raw -4925941.286102 + Penalty 3556.832466 = -4922384.453636
  nChanged 1237
		SP:Iteration 25Q (131031.350000 sec): 3 clusters
  Score: Raw -4926468.487213 + Penalty 3556.832466 = -4922911.654746
  nChanged 1184
		SP:Iteration 26Q (131031.910000 sec): 3 clusters
  Score: Raw -4926927.839306 + Penalty 3556.832466 = -4923371.006840
  nChanged 1053
		SP:Iteration 27Q (131032.380000 sec): 3 clusters
  Score: Raw -4927314.793810 + Penalty 3556.832466 = -4923757.961344
  nChanged 995
		SP:Iteration 28Q (131032.950000 sec): 3 clusters
  Score: Raw -4927645.250003 + Penalty 3556.832466 = -4924088.417536
  nChanged 895
		SP:Iteration 29Q (131033.480000 sec): 3 clusters
  Score: Raw -4927923.244264 + Penalty 3556.832466 = -4924366.411797
  nChanged 815
		SP:Iteration 30Q (131034.070000 sec): 3 clusters
  Score: Raw -4928159.445060 + Penalty 3556.832466 = -4924602.612593
  nChanged 826
		SP:Iteration 31Q (131034.660000 sec): 3 clusters
  Score: Raw -4928392.935597 + Penalty 3556.832466 = -4924836.103130
  nChanged 763
		SP:Iteration 32Q (131035.200000 sec): 3 clusters
  Score: Raw -4928597.729236 + Penalty 3556.832466 = -4925040.896770
  nChanged 738
		SP:Iteration 33Q (131035.780000 sec): 3 clusters
  Score: Raw -4928800.977308 + Penalty 3556.832466 = -4925244.144841
  nChanged 726
		SP:Iteration 34Q (131036.360000 sec): 3 clusters
  Score: Raw -4929009.104399 + Penalty 3556.832466 = -4925452.271933
  nChanged 690
		SP:Iteration 35Q (131036.920000 sec): 3 clusters
  Score: Raw -4929202.635049 + Penalty 3556.832466 = -4925645.802582
  nChanged 682
		SP:Iteration 36Q (131037.490000 sec): 3 clusters
  Score: Raw -4929399.750887 + Penalty 3556.832466 = -4925842.918421
  nChanged 680
		SP:Iteration 37Q (131037.980000 sec): 3 clusters
  Score: Raw -4929605.164658 + Penalty 3556.832466 = -4926048.332191
  nChanged 660
		SP:Iteration 38Q (131038.520000 sec): 3 clusters
  Score: Raw -4929795.211303 + Penalty 3556.832466 = -4926238.378837
  nChanged 616
		SP:Iteration 39Q (131039.090000 sec): 3 clusters
  Score: Raw -4929977.953106 + Penalty 3556.832466 = -4926421.120639
  nChanged 594
		SP:Iteration 40F (131039.580000 sec): 3 clusters
  Score: Raw -4930156.164347 + Penalty 3556.832466 = -4926599.331880
  nChanged 561
		SP:Iteration 41Q (131040.060000 sec): 3 clusters
  Score: Raw -4930318.966730 + Penalty 3556.832466 = -4926762.134264
  nChanged 538
		SP:Iteration 42Q (131040.630000 sec): 3 clusters
  Score: Raw -4930480.276504 + Penalty 3556.832466 = -4926923.444037
  nChanged 524
		SP:Iteration 43Q (131041.070000 sec): 3 clusters
  Score: Raw -4930655.929164 + Penalty 3556.832466 = -4927099.096697
  nChanged 511
		SP:Iteration 44Q (131041.630000 sec): 3 clusters
  Score: Raw -4930855.957796 + Penalty 3556.832466 = -4927299.125330
  nChanged 487
		SP:Iteration 45Q (131042.170000 sec): 3 clusters
  Score: Raw -4931105.630011 + Penalty 3556.832466 = -4927548.797545
  nChanged 423
		SP:Iteration 46Q (131042.760000 sec): 3 clusters
  Score: Raw -4931394.371155 + Penalty 3556.832466 = -4927837.538688
  nChanged 387
		SP:Iteration 47Q (131043.350000 sec): 3 clusters
  Score: Raw -4931701.273114 + Penalty 3556.832466 = -4928144.440647
  nChanged 377
		SP:Iteration 48Q (131043.940000 sec): 3 clusters
  Score: Raw -4932004.772629 + Penalty 3556.832466 = -4928447.940163
  nChanged 346
		SP:Iteration 49Q (131044.530000 sec): 3 clusters
  Score: Raw -4932240.537502 + Penalty 3556.832466 = -4928683.705036
  nChanged 293
		SP:Iteration 50Q (131045.080000 sec): 3 clusters
  Score: Raw -4932396.855192 + Penalty 3556.832466 = -4928840.022726
  nChanged 246
		SP:Iteration 51Q (131045.540000 sec): 3 clusters
  Score: Raw -4932503.006133 + Penalty 3556.832466 = -4928946.173666
  nChanged 187
		SP:Iteration 52Q (131046.140000 sec): 3 clusters
  Score: Raw -4932579.379213 + Penalty 3556.832466 = -4929022.546746
  nChanged 125
		SP:Iteration 53Q (131046.680000 sec): 3 clusters
  Score: Raw -4932620.686928 + Penalty 3556.832466 = -4929063.854461
  nChanged 109
		SP:Iteration 54Q (131047.260000 sec): 3 clusters
  Score: Raw -4932658.430209 + Penalty 3556.832466 = -4929101.597742
  nChanged 90
		SP:Iteration 55Q (131047.850000 sec): 3 clusters
  Score: Raw -4932684.919281 + Penalty 3556.832466 = -4929128.086814
  nChanged 81
		SP:Iteration 56Q (131048.440000 sec): 3 clusters
  Score: Raw -4932706.798336 + Penalty 3556.832466 = -4929149.965869
  nChanged 69
		SP:Iteration 57Q (131049.000000 sec): 3 clusters
  Score: Raw -4932721.761769 + Penalty 3556.832466 = -4929164.929303
  nChanged 54
		SP:Iteration 58Q (131049.460000 sec): 3 clusters
  Score: Raw -4932731.331295 + Penalty 3556.832466 = -4929174.498829
  nChanged 41
		SP:Iteration 59Q (131049.920000 sec): 3 clusters
  Score: Raw -4932738.764785 + Penalty 3556.832466 = -4929181.932318
  nChanged 36
		SP:Iteration 60F (131050.420000 sec): 3 clusters
  Score: Raw -4932743.495756 + Penalty 3556.832466 = -4929186.663289
  nChanged 24
		SP:Iteration 61Q (131050.900000 sec): 3 clusters
  Score: Raw -4932746.678649 + Penalty 3556.832466 = -4929189.846182
  nChanged 17
		SP:Iteration 62Q (131051.400000 sec): 3 clusters
  Score: Raw -4932748.830397 + Penalty 3556.832466 = -4929191.997930
  nChanged 13
		SP:Iteration 63Q (131051.860000 sec): 3 clusters
  Score: Raw -4932750.160134 + Penalty 3556.832466 = -4929193.327668
  nChanged 8
		SP:Iteration 64Q (131052.370000 sec): 3 clusters
  Score: Raw -4932750.939203 + Penalty 3556.832466 = -4929194.106736
  nChanged 4
		SP:Iteration 65Q (131052.840000 sec): 3 clusters
  Score: Raw -4932751.159885 + Penalty 3556.832466 = -4929194.327419
  nChanged 3
		SP:Iteration 66Q (131053.340000 sec): 3 clusters
  Score: Raw -4932751.378896 + Penalty 3556.832466 = -4929194.546429
  nChanged 3
		SP:Iteration 67Q (131053.810000 sec): 3 clusters
  Score: Raw -4932751.591085 + Penalty 3556.832466 = -4929194.758619
  nChanged 2
		SP:Iteration 68Q (131054.340000 sec): 3 clusters
  Score: Raw -4932751.763709 + Penalty 3556.832466 = -4929194.931242
  nChanged 2
		SP:Iteration 69Q (131054.840000 sec): 3 clusters
  Score: Raw -4932752.004191 + Penalty 3556.832466 = -4929195.171725
  nChanged 3
		SP:Iteration 70Q (131055.310000 sec): 3 clusters
  Score: Raw -4932752.309604 + Penalty 3556.832466 = -4929195.477138
  nChanged 2
		SP:Iteration 71Q (131055.820000 sec): 3 clusters
  Score: Raw -4932752.421111 + Penalty 3556.832466 = -4929195.588645
  nChanged 1
		SP:Iteration 72Q (131056.330000 sec): 3 clusters
  Score: Raw -4932752.469493 + Penalty 3556.832466 = -4929195.637026
  nChanged 1
		SP:Iteration 73Q (131056.840000 sec): 3 clusters
  Score: Raw -4932752.536534 + Penalty 3556.832466 = -4929195.704068
  nChanged 1
		SP:Iteration 74Q (131057.330000 sec): 3 clusters
  Score: Raw -4932752.629341 + Penalty 3556.832466 = -4929195.796874
  nChanged 0
		SP:Iteration 75F (131057.870000 sec): 3 clusters
  Score: Raw -4932752.629341 + Penalty 3556.832466 = -4929195.796874
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 15.
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 2 (32595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131058.180000 sec): 2 clusters
  Score: Raw -2646071.350773 + Penalty 1688.686054 = -2644382.664718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131058.560000 sec): 3 clusters
  Score: Raw -2625871.727765 + Penalty 3377.372109 = -2622494.355656
  nChanged 15043
		SP:Iteration 1F (131058.920000 sec): 3 clusters
  Score: Raw -2636110.260681 + Penalty 3377.372109 = -2632732.888572
  nChanged 2744
		SP:Iteration 2F (131059.290000 sec): 3 clusters
  Score: Raw -2638803.420430 + Penalty 3377.372109 = -2635426.048321
  nChanged 2875
		SP:Iteration 3F (131059.680000 sec): 3 clusters
  Score: Raw -2641467.921953 + Penalty 3377.372109 = -2638090.549844
  nChanged 2613
		SP:Iteration 4F (131060.080000 sec): 3 clusters
  Score: Raw -2643416.116034 + Penalty 3377.372109 = -2640038.743925
  nChanged 2076
		SP:Iteration 5F (131060.480000 sec): 3 clusters
  Score: Raw -2644541.473008 + Penalty 3377.372109 = -2641164.100899
  nChanged 1474
		SP:Iteration 6Q (131060.870000 sec): 3 clusters
  Score: Raw -2645146.055212 + Penalty 3377.372109 = -2641768.683104
  nChanged 1042
		SP:Iteration 7Q (131061.300000 sec): 3 clusters
  Score: Raw -2645531.739469 + Penalty 3377.372109 = -2642154.367360
  nChanged 794
		SP:Iteration 8Q (131061.720000 sec): 3 clusters
  Score: Raw -2645800.441380 + Penalty 3377.372109 = -2642423.069271
  nChanged 624
		SP:Iteration 9Q (131062.090000 sec): 3 clusters
  Score: Raw -2645968.783131 + Penalty 3377.372109 = -2642591.411022
  nChanged 515
		SP:Iteration 10Q (131062.530000 sec): 3 clusters
  Score: Raw -2646089.649592 + Penalty 3377.372109 = -2642712.277483
  nChanged 466
		SP:Iteration 11Q (131062.940000 sec): 3 clusters
  Score: Raw -2646194.564234 + Penalty 3377.372109 = -2642817.192125
  nChanged 426
		SP:Iteration 12Q (131063.340000 sec): 3 clusters
  Score: Raw -2646280.080697 + Penalty 3377.372109 = -2642902.708589
  nChanged 402
		SP:Iteration 13Q (131063.730000 sec): 3 clusters
  Score: Raw -2646355.135301 + Penalty 3377.372109 = -2642977.763193
  nChanged 400
		SP:Iteration 14Q (131064.140000 sec): 3 clusters
  Score: Raw -2646432.181138 + Penalty 3377.372109 = -2643054.809029
  nChanged 415
		SP:Iteration 15Q (131064.520000 sec): 3 clusters
  Score: Raw -2646516.265619 + Penalty 3377.372109 = -2643138.893510
  nChanged 501
		SP:Iteration 16Q (131064.940000 sec): 3 clusters
  Score: Raw -2646622.429379 + Penalty 3377.372109 = -2643245.057270
  nChanged 504
		SP:Iteration 17Q (131065.340000 sec): 3 clusters
  Score: Raw -2646743.002159 + Penalty 3377.372109 = -2643365.630050
  nChanged 524
		SP:Iteration 18Q (131065.790000 sec): 3 clusters
  Score: Raw -2646872.660428 + Penalty 3377.372109 = -2643495.288319
  nChanged 555
		SP:Iteration 19Q (131066.160000 sec): 3 clusters
  Score: Raw -2647023.125876 + Penalty 3377.372109 = -2643645.753767
  nChanged 618
		SP:Iteration 20F (131066.580000 sec): 3 clusters
  Score: Raw -2647213.360254 + Penalty 3377.372109 = -2643835.988145
  nChanged 632
		SP:Iteration 21Q (131066.920000 sec): 3 clusters
  Score: Raw -2647411.610006 + Penalty 3377.372109 = -2644034.237897
  nChanged 589
		SP:Iteration 22Q (131067.320000 sec): 3 clusters
  Score: Raw -2647591.530534 + Penalty 3377.372109 = -2644214.158425
  nChanged 562
		SP:Iteration 23Q (131067.710000 sec): 3 clusters
  Score: Raw -2647757.207653 + Penalty 3377.372109 = -2644379.835544
  nChanged 499
		SP:Iteration 24Q (131068.110000 sec): 3 clusters
  Score: Raw -2647904.608023 + Penalty 3377.372109 = -2644527.235914
  nChanged 490
		SP:Iteration 25Q (131068.510000 sec): 3 clusters
  Score: Raw -2648046.853275 + Penalty 3377.372109 = -2644669.481166
  nChanged 458
		SP:Iteration 26Q (131068.920000 sec): 3 clusters
  Score: Raw -2648177.711608 + Penalty 3377.372109 = -2644800.339499
  nChanged 467
		SP:Iteration 27Q (131069.330000 sec): 3 clusters
  Score: Raw -2648326.545938 + Penalty 3377.372109 = -2644949.173829
  nChanged 458
		SP:Iteration 28Q (131069.730000 sec): 3 clusters
  Score: Raw -2648460.600649 + Penalty 3377.372109 = -2645083.228540
  nChanged 378
		SP:Iteration 29Q (131070.140000 sec): 3 clusters
  Score: Raw -2648564.830166 + Penalty 3377.372109 = -2645187.458057
  nChanged 356
		SP:Iteration 30Q (131070.540000 sec): 3 clusters
  Score: Raw -2648662.395439 + Penalty 3377.372109 = -2645285.023330
  nChanged 331
		SP:Iteration 31Q (131070.940000 sec): 3 clusters
  Score: Raw -2648756.730527 + Penalty 3377.372109 = -2645379.358418
  nChanged 293
		SP:Iteration 32Q (131071.350000 sec): 3 clusters
  Score: Raw -2648827.728088 + Penalty 3377.372109 = -2645450.355979
  nChanged 223
		SP:Iteration 33Q (131071.760000 sec): 3 clusters
  Score: Raw -2648879.449147 + Penalty 3377.372109 = -2645502.077038
  nChanged 190
		SP:Iteration 34Q (131072.170000 sec): 3 clusters
  Score: Raw -2648918.142171 + Penalty 3377.372109 = -2645540.770062
  nChanged 176
		SP:Iteration 35Q (131072.570000 sec): 3 clusters
  Score: Raw -2648956.488053 + Penalty 3377.372109 = -2645579.115944
  nChanged 174
		SP:Iteration 36Q (131072.950000 sec): 3 clusters
  Score: Raw -2648995.421414 + Penalty 3377.372109 = -2645618.049305
  nChanged 170
		SP:Iteration 37Q (131073.340000 sec): 3 clusters
  Score: Raw -2649034.184429 + Penalty 3377.372109 = -2645656.812320
  nChanged 163
		SP:Iteration 38Q (131073.760000 sec): 3 clusters
  Score: Raw -2649075.593775 + Penalty 3377.372109 = -2645698.221666
  nChanged 162
		SP:Iteration 39Q (131074.140000 sec): 3 clusters
  Score: Raw -2649123.630058 + Penalty 3377.372109 = -2645746.257949
  nChanged 161
		SP:Iteration 40F (131074.540000 sec): 3 clusters
  Score: Raw -2649175.112363 + Penalty 3377.372109 = -2645797.740254
  nChanged 168
		SP:Iteration 41Q (131074.880000 sec): 3 clusters
  Score: Raw -2649235.181837 + Penalty 3377.372109 = -2645857.809728
  nChanged 168
		SP:Iteration 42Q (131075.240000 sec): 3 clusters
  Score: Raw -2649298.545967 + Penalty 3377.372109 = -2645921.173858
  nChanged 172
		SP:Iteration 43Q (131075.600000 sec): 3 clusters
  Score: Raw -2649357.543713 + Penalty 3377.372109 = -2645980.171604
  nChanged 155
		SP:Iteration 44Q (131076.020000 sec): 3 clusters
  Score: Raw -2649423.411054 + Penalty 3377.372109 = -2646046.038946
  nChanged 176
		SP:Iteration 45Q (131076.430000 sec): 3 clusters
  Score: Raw -2649499.200801 + Penalty 3377.372109 = -2646121.828692
  nChanged 162
		SP:Iteration 46Q (131076.860000 sec): 3 clusters
  Score: Raw -2649577.223933 + Penalty 3377.372109 = -2646199.851824
  nChanged 154
		SP:Iteration 47Q (131077.230000 sec): 3 clusters
  Score: Raw -2649648.236110 + Penalty 3377.372109 = -2646270.864001
  nChanged 144
		SP:Iteration 48Q (131077.630000 sec): 3 clusters
  Score: Raw -2649729.188675 + Penalty 3377.372109 = -2646351.816566
  nChanged 136
		SP:Iteration 49Q (131078.020000 sec): 3 clusters
  Score: Raw -2649824.110135 + Penalty 3377.372109 = -2646446.738026
  nChanged 126
		SP:Iteration 50Q (131078.380000 sec): 3 clusters
  Score: Raw -2649948.092928 + Penalty 3377.372109 = -2646570.720819
  nChanged 114
		SP:Iteration 51Q (131078.700000 sec): 3 clusters
  Score: Raw -2650020.575286 + Penalty 3377.372109 = -2646643.203177
  nChanged 89
		SP:Iteration 52Q (131079.100000 sec): 3 clusters
  Score: Raw -2650069.282695 + Penalty 3377.372109 = -2646691.910586
  nChanged 70
		SP:Iteration 53Q (131079.490000 sec): 3 clusters
  Score: Raw -2650092.790293 + Penalty 3377.372109 = -2646715.418184
  nChanged 37
		SP:Iteration 54Q (131079.880000 sec): 3 clusters
  Score: Raw -2650103.019525 + Penalty 3377.372109 = -2646725.647416
  nChanged 26
		SP:Iteration 55Q (131080.270000 sec): 3 clusters
  Score: Raw -2650108.010426 + Penalty 3377.372109 = -2646730.638317
  nChanged 16
		SP:Iteration 56Q (131080.700000 sec): 3 clusters
  Score: Raw -2650110.104455 + Penalty 3377.372109 = -2646732.732346
  nChanged 4
		SP:Iteration 57Q (131081.040000 sec): 3 clusters
  Score: Raw -2650110.437742 + Penalty 3377.372109 = -2646733.065633
  nChanged 2
		SP:Iteration 58Q (131081.400000 sec): 3 clusters
  Score: Raw -2650110.646384 + Penalty 3377.372109 = -2646733.274275
  nChanged 0
		SP:Iteration 59F (131081.760000 sec): 3 clusters
  Score: Raw -2650112.548936 + Penalty 3377.372109 = -2646735.176827
  nChanged 1
		SP:Iteration 60F (131082.130000 sec): 3 clusters
  Score: Raw -2650112.806654 + Penalty 3377.372109 = -2646735.434545
  nChanged 2
		SP:Iteration 61Q (131082.490000 sec): 3 clusters
  Score: Raw -2650113.137352 + Penalty 3377.372109 = -2646735.765243
  nChanged 7
		SP:Iteration 62Q (131082.860000 sec): 3 clusters
  Score: Raw -2650114.456479 + Penalty 3377.372109 = -2646737.084370
  nChanged 12
		SP:Iteration 63Q (131083.220000 sec): 3 clusters
  Score: Raw -2650116.103198 + Penalty 3377.372109 = -2646738.731089
  nChanged 10
		SP:Iteration 64Q (131083.630000 sec): 3 clusters
  Score: Raw -2650117.579523 + Penalty 3377.372109 = -2646740.207414
  nChanged 7
		SP:Iteration 65Q (131084.000000 sec): 3 clusters
  Score: Raw -2650118.349978 + Penalty 3377.372109 = -2646740.977869
  nChanged 8
		SP:Iteration 66Q (131084.370000 sec): 3 clusters
  Score: Raw -2650119.288765 + Penalty 3377.372109 = -2646741.916656
  nChanged 4
		SP:Iteration 67Q (131084.750000 sec): 3 clusters
  Score: Raw -2650119.805358 + Penalty 3377.372109 = -2646742.433249
  nChanged 4
		SP:Iteration 68Q (131085.090000 sec): 3 clusters
  Score: Raw -2650121.820323 + Penalty 3377.372109 = -2646744.448214
  nChanged 7
		SP:Iteration 69Q (131085.470000 sec): 3 clusters
  Score: Raw -2650122.834669 + Penalty 3377.372109 = -2646745.462560
  nChanged 2
		SP:Iteration 70Q (131085.840000 sec): 3 clusters
  Score: Raw -2650123.053474 + Penalty 3377.372109 = -2646745.681365
  nChanged 1
		SP:Iteration 71Q (131086.210000 sec): 3 clusters
  Score: Raw -2650123.222251 + Penalty 3377.372109 = -2646745.850142
  nChanged 4
		SP:Iteration 72Q (131086.590000 sec): 3 clusters
  Score: Raw -2650123.726394 + Penalty 3377.372109 = -2646746.354285
  nChanged 1
		SP:Iteration 73Q (131086.990000 sec): 3 clusters
  Score: Raw -2650123.820739 + Penalty 3377.372109 = -2646746.448630
  nChanged 1
		SP:Iteration 74Q (131087.400000 sec): 3 clusters
  Score: Raw -2650123.941394 + Penalty 3377.372109 = -2646746.569285
  nChanged 2
		SP:Iteration 75Q (131087.750000 sec): 3 clusters
  Score: Raw -2650124.296293 + Penalty 3377.372109 = -2646746.924184
  nChanged 4
		SP:Iteration 76Q (131088.130000 sec): 3 clusters
  Score: Raw -2650124.764427 + Penalty 3377.372109 = -2646747.392318
  nChanged 3
		SP:Iteration 77Q (131088.520000 sec): 3 clusters
  Score: Raw -2650125.006279 + Penalty 3377.372109 = -2646747.634170
  nChanged 2
		SP:Iteration 78Q (131088.910000 sec): 3 clusters
  Score: Raw -2650125.191387 + Penalty 3377.372109 = -2646747.819278
  nChanged 2
		SP:Iteration 79Q (131089.300000 sec): 3 clusters
  Score: Raw -2650125.400178 + Penalty 3377.372109 = -2646748.028069
  nChanged 4
		SP:Iteration 80F (131089.610000 sec): 3 clusters
  Score: Raw -2650126.276520 + Penalty 3377.372109 = -2646748.904411
  nChanged 3
		SP:Iteration 81Q (131089.960000 sec): 3 clusters
  Score: Raw -2650127.088622 + Penalty 3377.372109 = -2646749.716513
  nChanged 3
		SP:Iteration 82Q (131090.310000 sec): 3 clusters
  Score: Raw -2650127.326028 + Penalty 3377.372109 = -2646749.953919
  nChanged 1
		SP:Iteration 83Q (131090.650000 sec): 3 clusters
  Score: Raw -2650127.382244 + Penalty 3377.372109 = -2646750.010135
  nChanged 2
		SP:Iteration 84Q (131091.010000 sec): 3 clusters
  Score: Raw -2650127.447007 + Penalty 3377.372109 = -2646750.074898
  nChanged 0
		SP:Iteration 85F (131091.380000 sec): 3 clusters
  Score: Raw -2650127.447007 + Penalty 3377.372109 = -2646750.074898
  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 10.71 GB.

 Trying to split cluster 3 (45216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131091.740000 sec): 2 clusters
  Score: Raw -3764196.162907 + Penalty 1741.871021 = -3762454.291886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131092.170000 sec): 3 clusters
  Score: Raw -3735998.072877 + Penalty 3483.742043 = -3732514.330834
  nChanged 21117
		SP:Iteration 1F (131092.660000 sec): 3 clusters
  Score: Raw -3753690.665579 + Penalty 3483.742043 = -3750206.923536
  nChanged 5363
		SP:Iteration 2F (131093.110000 sec): 3 clusters
  Score: Raw -3761371.134104 + Penalty 3483.742043 = -3757887.392061
  nChanged 5270
		SP:Iteration 3F (131093.550000 sec): 3 clusters
  Score: Raw -3768018.876827 + Penalty 3483.742043 = -3764535.134784
  nChanged 3815
		SP:Iteration 4F (131093.980000 sec): 3 clusters
  Score: Raw -3772177.524480 + Penalty 3483.742043 = -3768693.782437
  nChanged 2364
		SP:Iteration 5F (131094.440000 sec): 3 clusters
  Score: Raw -3773965.979294 + Penalty 3483.742043 = -3770482.237251
  nChanged 1444
		SP:Iteration 6Q (131094.950000 sec): 3 clusters
  Score: Raw -3774703.683735 + Penalty 3483.742043 = -3771219.941692
  nChanged 961
		SP:Iteration 7Q (131095.410000 sec): 3 clusters
  Score: Raw -3775149.863203 + Penalty 3483.742043 = -3771666.121160
  nChanged 664
		SP:Iteration 8Q (131095.920000 sec): 3 clusters
  Score: Raw -3775463.519417 + Penalty 3483.742043 = -3771979.777374
  nChanged 520
		SP:Iteration 9Q (131096.430000 sec): 3 clusters
  Score: Raw -3775697.268517 + Penalty 3483.742043 = -3772213.526474
  nChanged 427
		SP:Iteration 10Q (131096.930000 sec): 3 clusters
  Score: Raw -3775880.585324 + Penalty 3483.742043 = -3772396.843281
  nChanged 361
		SP:Iteration 11Q (131097.440000 sec): 3 clusters
  Score: Raw -3776033.365012 + Penalty 3483.742043 = -3772549.622969
  nChanged 312
		SP:Iteration 12Q (131097.900000 sec): 3 clusters
  Score: Raw -3776168.882200 + Penalty 3483.742043 = -3772685.140157
  nChanged 307
		SP:Iteration 13Q (131098.370000 sec): 3 clusters
  Score: Raw -3776270.664008 + Penalty 3483.742043 = -3772786.921965
  nChanged 283
		SP:Iteration 14Q (131098.870000 sec): 3 clusters
  Score: Raw -3776362.061748 + Penalty 3483.742043 = -3772878.319705
  nChanged 302
		SP:Iteration 15Q (131099.350000 sec): 3 clusters
  Score: Raw -3776474.219707 + Penalty 3483.742043 = -3772990.477664
  nChanged 309
		SP:Iteration 16Q (131099.860000 sec): 3 clusters
  Score: Raw -3776595.027603 + Penalty 3483.742043 = -3773111.285560
  nChanged 281
		SP:Iteration 17Q (131100.340000 sec): 3 clusters
  Score: Raw -3776696.910968 + Penalty 3483.742043 = -3773213.168925
  nChanged 262
		SP:Iteration 18Q (131100.820000 sec): 3 clusters
  Score: Raw -3776774.717137 + Penalty 3483.742043 = -3773290.975094
  nChanged 210
		SP:Iteration 19Q (131101.360000 sec): 3 clusters
  Score: Raw -3776833.904571 + Penalty 3483.742043 = -3773350.162529
  nChanged 202
		SP:Iteration 20F (131101.780000 sec): 3 clusters
  Score: Raw -3776884.495230 + Penalty 3483.742043 = -3773400.753187
  nChanged 183
		SP:Iteration 21Q (131102.240000 sec): 3 clusters
  Score: Raw -3776927.658140 + Penalty 3483.742043 = -3773443.916097
  nChanged 177
		SP:Iteration 22Q (131102.710000 sec): 3 clusters
  Score: Raw -3776966.888462 + Penalty 3483.742043 = -3773483.146419
  nChanged 144
		SP:Iteration 23Q (131103.130000 sec): 3 clusters
  Score: Raw -3776992.248855 + Penalty 3483.742043 = -3773508.506812
  nChanged 128
		SP:Iteration 24Q (131103.590000 sec): 3 clusters
  Score: Raw -3777014.525916 + Penalty 3483.742043 = -3773530.783874
  nChanged 106
		SP:Iteration 25Q (131104.040000 sec): 3 clusters
  Score: Raw -3777031.622331 + Penalty 3483.742043 = -3773547.880288
  nChanged 100
		SP:Iteration 26Q (131104.500000 sec): 3 clusters
  Score: Raw -3777046.828740 + Penalty 3483.742043 = -3773563.086697
  nChanged 91
		SP:Iteration 27Q (131104.960000 sec): 3 clusters
  Score: Raw -3777056.853056 + Penalty 3483.742043 = -3773573.111014
  nChanged 69
		SP:Iteration 28Q (131105.450000 sec): 3 clusters
  Score: Raw -3777063.679087 + Penalty 3483.742043 = -3773579.937044
  nChanged 63
		SP:Iteration 29Q (131105.910000 sec): 3 clusters
  Score: Raw -3777068.866103 + Penalty 3483.742043 = -3773585.124060
  nChanged 51
		SP:Iteration 30Q (131106.380000 sec): 3 clusters
  Score: Raw -3777072.839062 + Penalty 3483.742043 = -3773589.097019
  nChanged 45
		SP:Iteration 31Q (131106.880000 sec): 3 clusters
  Score: Raw -3777076.772396 + Penalty 3483.742043 = -3773593.030353
  nChanged 38
		SP:Iteration 32Q (131107.320000 sec): 3 clusters
  Score: Raw -3777079.307993 + Penalty 3483.742043 = -3773595.565950
  nChanged 35
		SP:Iteration 33Q (131107.780000 sec): 3 clusters
  Score: Raw -3777081.409034 + Penalty 3483.742043 = -3773597.666991
  nChanged 31
		SP:Iteration 34Q (131108.260000 sec): 3 clusters
  Score: Raw -3777083.096886 + Penalty 3483.742043 = -3773599.354843
  nChanged 20
		SP:Iteration 35Q (131108.710000 sec): 3 clusters
  Score: Raw -3777083.775475 + Penalty 3483.742043 = -3773600.033433
  nChanged 14
		SP:Iteration 36Q (131109.160000 sec): 3 clusters
  Score: Raw -3777084.315009 + Penalty 3483.742043 = -3773600.572967
  nChanged 11
		SP:Iteration 37Q (131109.620000 sec): 3 clusters
  Score: Raw -3777084.907336 + Penalty 3483.742043 = -3773601.165293
  nChanged 15
		SP:Iteration 38Q (131110.130000 sec): 3 clusters
  Score: Raw -3777085.598548 + Penalty 3483.742043 = -3773601.856505
  nChanged 13
		SP:Iteration 39Q (131110.580000 sec): 3 clusters
  Score: Raw -3777086.069011 + Penalty 3483.742043 = -3773602.326968
  nChanged 6
		SP:Iteration 40F (131111.000000 sec): 3 clusters
  Score: Raw -3777086.243060 + Penalty 3483.742043 = -3773602.501018
  nChanged 7
		SP:Iteration 41Q (131111.460000 sec): 3 clusters
  Score: Raw -3777086.518660 + Penalty 3483.742043 = -3773602.776617
  nChanged 6
		SP:Iteration 42Q (131111.890000 sec): 3 clusters
  Score: Raw -3777086.651537 + Penalty 3483.742043 = -3773602.909494
  nChanged 3
		SP:Iteration 43Q (131112.400000 sec): 3 clusters
  Score: Raw -3777086.815206 + Penalty 3483.742043 = -3773603.073163
  nChanged 4
		SP:Iteration 44Q (131112.850000 sec): 3 clusters
  Score: Raw -3777086.883084 + Penalty 3483.742043 = -3773603.141041
  nChanged 2
		SP:Iteration 45Q (131113.300000 sec): 3 clusters
  Score: Raw -3777086.914888 + Penalty 3483.742043 = -3773603.172845
  nChanged 1
		SP:Iteration 46Q (131113.740000 sec): 3 clusters
  Score: Raw -3777086.950606 + Penalty 3483.742043 = -3773603.208563
  nChanged 3
		SP:Iteration 47Q (131114.200000 sec): 3 clusters
  Score: Raw -3777087.049313 + Penalty 3483.742043 = -3773603.307270
  nChanged 4
		SP:Iteration 48Q (131114.720000 sec): 3 clusters
  Score: Raw -3777087.269414 + Penalty 3483.742043 = -3773603.527372
  nChanged 3
		SP:Iteration 49Q (131115.170000 sec): 3 clusters
  Score: Raw -3777087.391409 + Penalty 3483.742043 = -3773603.649366
  nChanged 2
		SP:Iteration 50Q (131115.630000 sec): 3 clusters
  Score: Raw -3777087.436444 + Penalty 3483.742043 = -3773603.694401
  nChanged 1
		SP:Iteration 51Q (131116.120000 sec): 3 clusters
  Score: Raw -3777087.569293 + Penalty 3483.742043 = -3773603.827250
  nChanged 2
		SP:Iteration 52Q (131116.540000 sec): 3 clusters
  Score: Raw -3777087.616213 + Penalty 3483.742043 = -3773603.874171
  nChanged 2
		SP:Iteration 53Q (131116.990000 sec): 3 clusters
  Score: Raw -3777087.676724 + Penalty 3483.742043 = -3773603.934682
  nChanged 1
		SP:Iteration 54Q (131117.450000 sec): 3 clusters
  Score: Raw -3777087.699781 + Penalty 3483.742043 = -3773603.957738
  nChanged 1
		SP:Iteration 55Q (131117.940000 sec): 3 clusters
  Score: Raw -3777087.751847 + Penalty 3483.742043 = -3773604.009805
  nChanged 5
		SP:Iteration 56Q (131118.420000 sec): 3 clusters
  Score: Raw -3777087.967413 + Penalty 3483.742043 = -3773604.225370
  nChanged 7
		SP:Iteration 57Q (131118.870000 sec): 3 clusters
  Score: Raw -3777088.175839 + Penalty 3483.742043 = -3773604.433796
  nChanged 5
		SP:Iteration 58Q (131119.330000 sec): 3 clusters
  Score: Raw -3777088.340561 + Penalty 3483.742043 = -3773604.598518
  nChanged 2
		SP:Iteration 59Q (131119.830000 sec): 3 clusters
  Score: Raw -3777088.402710 + Penalty 3483.742043 = -3773604.660667
  nChanged 2
		SP:Iteration 60F (131120.300000 sec): 3 clusters
  Score: Raw -3777088.460448 + Penalty 3483.742043 = -3773604.718405
  nChanged 1
		SP:Iteration 61Q (131120.750000 sec): 3 clusters
  Score: Raw -3777088.475335 + Penalty 3483.742043 = -3773604.733292
  nChanged 1
		SP:Iteration 62Q (131121.200000 sec): 3 clusters
  Score: Raw -3777088.484424 + Penalty 3483.742043 = -3773604.742381
  nChanged 0
		SP:Iteration 63F (131121.650000 sec): 3 clusters
  Score: Raw -3777088.484424 + Penalty 3483.742043 = -3773604.742381
  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 10.71 GB.

 Trying to split cluster 4 (485399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131124.550000 sec): 2 clusters
  Score: Raw -42355190.664304 + Penalty 2127.568058 = -42353063.096246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131127.880000 sec): 3 clusters
  Score: Raw -42028690.782503 + Penalty 4255.136116 = -42024435.646387
  nChanged 237623
		SP:Iteration 1F (131131.200000 sec): 3 clusters
  Score: Raw -42179245.368861 + Penalty 4255.136116 = -42174990.232744
  nChanged 21660
		SP:Iteration 2Q (131134.960000 sec): 3 clusters
  Score: Raw -42189189.134127 + Penalty 4255.136116 = -42184933.998011
  nChanged 27492
		SP:Iteration 3F (131138.330000 sec): 3 clusters
  Score: Raw -42205072.471724 + Penalty 4255.136116 = -42200817.335608
  nChanged 33131
		SP:Iteration 4F (131141.670000 sec): 3 clusters
  Score: Raw -42227621.383576 + Penalty 4255.136116 = -42223366.247460
  nChanged 37144
		SP:Iteration 5F (131144.870000 sec): 3 clusters
  Score: Raw -42255638.641139 + Penalty 4255.136116 = -42251383.505022
  nChanged 36337
		SP:Iteration 6F (131148.250000 sec): 3 clusters
  Score: Raw -42284639.135307 + Penalty 4255.136116 = -42280383.999191
  nChanged 31525
		SP:Iteration 7F (131151.630000 sec): 3 clusters
  Score: Raw -42306601.896447 + Penalty 4255.136116 = -42302346.760330
  nChanged 23287
		SP:Iteration 8Q (131155.320000 sec): 3 clusters
  Score: Raw -42318011.021375 + Penalty 4255.136116 = -42313755.885259
  nChanged 16215
		SP:Iteration 9Q (131158.910000 sec): 3 clusters
  Score: Raw -42323669.634961 + Penalty 4255.136116 = -42319414.498845
  nChanged 11835
		SP:Iteration 10Q (131162.540000 sec): 3 clusters
  Score: Raw -42327260.512986 + Penalty 4255.136116 = -42323005.376869
  nChanged 10037
		SP:Iteration 11Q (131166.180000 sec): 3 clusters
  Score: Raw -42330244.162915 + Penalty 4255.136116 = -42325989.026799
  nChanged 9705
		SP:Iteration 12Q (131169.800000 sec): 3 clusters
  Score: Raw -42333048.530785 + Penalty 4255.136116 = -42328793.394668
  nChanged 10163
		SP:Iteration 13Q (131173.410000 sec): 3 clusters
  Score: Raw -42335907.638447 + Penalty 4255.136116 = -42331652.502330
  nChanged 10488
		SP:Iteration 14Q (131177.000000 sec): 3 clusters
  Score: Raw -42338926.133076 + Penalty 4255.136116 = -42334670.996959
  nChanged 10852
		SP:Iteration 15Q (131180.590000 sec): 3 clusters
  Score: Raw -42342121.774917 + Penalty 4255.136116 = -42337866.638800
  nChanged 10889
		SP:Iteration 16Q (131184.040000 sec): 3 clusters
  Score: Raw -42345371.626392 + Penalty 4255.136116 = -42341116.490276
  nChanged 10753
		SP:Iteration 17Q (131187.560000 sec): 3 clusters
  Score: Raw -42348548.109014 + Penalty 4255.136116 = -42344292.972898
  nChanged 10238
		SP:Iteration 18Q (131191.070000 sec): 3 clusters
  Score: Raw -42351463.952401 + Penalty 4255.136116 = -42347208.816284
  nChanged 9423
		SP:Iteration 19Q (131194.510000 sec): 3 clusters
  Score: Raw -42353980.645693 + Penalty 4255.136116 = -42349725.509576
  nChanged 8649
		SP:Iteration 20F (131197.850000 sec): 3 clusters
  Score: Raw -42356155.592107 + Penalty 4255.136116 = -42351900.455991
  nChanged 7966
		SP:Iteration 21Q (131201.350000 sec): 3 clusters
  Score: Raw -42358014.265937 + Penalty 4255.136116 = -42353759.129820
  nChanged 7168
		SP:Iteration 22Q (131204.840000 sec): 3 clusters
  Score: Raw -42359581.766484 + Penalty 4255.136116 = -42355326.630368
  nChanged 6446
		SP:Iteration 23Q (131208.290000 sec): 3 clusters
  Score: Raw -42360895.779817 + Penalty 4255.136116 = -42356640.643700
  nChanged 5697
		SP:Iteration 24Q (131211.680000 sec): 3 clusters
  Score: Raw -42361940.118316 + Penalty 4255.136116 = -42357684.982199
  nChanged 4921
		SP:Iteration 25Q (131215.160000 sec): 3 clusters
  Score: Raw -42362770.362335 + Penalty 4255.136116 = -42358515.226219
  nChanged 4334
		SP:Iteration 26Q (131218.500000 sec): 3 clusters
  Score: Raw -42363432.046147 + Penalty 4255.136116 = -42359176.910031
  nChanged 3753
		SP:Iteration 27Q (131221.750000 sec): 3 clusters
  Score: Raw -42363961.081525 + Penalty 4255.136116 = -42359705.945408
  nChanged 3309
		SP:Iteration 28Q (131225.100000 sec): 3 clusters
  Score: Raw -42364382.495991 + Penalty 4255.136116 = -42360127.359875
  nChanged 2896
		SP:Iteration 29Q (131228.580000 sec): 3 clusters
  Score: Raw -42364716.827670 + Penalty 4255.136116 = -42360461.691553
  nChanged 2574
		SP:Iteration 30Q (131232.100000 sec): 3 clusters
  Score: Raw -42364998.524711 + Penalty 4255.136116 = -42360743.388594
  nChanged 2256
		SP:Iteration 31Q (131235.550000 sec): 3 clusters
  Score: Raw -42365223.318438 + Penalty 4255.136116 = -42360968.182322
  nChanged 1955
		SP:Iteration 32Q (131238.990000 sec): 3 clusters
  Score: Raw -42365398.766389 + Penalty 4255.136116 = -42361143.630272
  nChanged 1692
		SP:Iteration 33Q (131242.470000 sec): 3 clusters
  Score: Raw -42365536.257642 + Penalty 4255.136116 = -42361281.121526
  nChanged 1535
		SP:Iteration 34Q (131245.950000 sec): 3 clusters
  Score: Raw -42365651.216570 + Penalty 4255.136116 = -42361396.080453
  nChanged 1302
		SP:Iteration 35Q (131249.460000 sec): 3 clusters
  Score: Raw -42365736.374138 + Penalty 4255.136116 = -42361481.238021
  nChanged 1101
		SP:Iteration 36Q (131252.790000 sec): 3 clusters
  Score: Raw -42365800.915469 + Penalty 4255.136116 = -42361545.779353
  nChanged 975
		SP:Iteration 37Q (131256.290000 sec): 3 clusters
  Score: Raw -42365854.624236 + Penalty 4255.136116 = -42361599.488120
  nChanged 898
		SP:Iteration 38Q (131259.790000 sec): 3 clusters
  Score: Raw -42365901.215369 + Penalty 4255.136116 = -42361646.079252
  nChanged 766
		SP:Iteration 39Q (131263.230000 sec): 3 clusters
  Score: Raw -42365937.359755 + Penalty 4255.136116 = -42361682.223639
  nChanged 686
		SP:Iteration 40F (131266.610000 sec): 3 clusters
  Score: Raw -42365968.001376 + Penalty 4255.136116 = -42361712.865260
  nChanged 606
		SP:Iteration 41Q (131270.100000 sec): 3 clusters
  Score: Raw -42365993.179720 + Penalty 4255.136116 = -42361738.043604
  nChanged 533
		SP:Iteration 42Q (131273.560000 sec): 3 clusters
  Score: Raw -42366013.495876 + Penalty 4255.136116 = -42361758.359760
  nChanged 482
		SP:Iteration 43Q (131277.000000 sec): 3 clusters
  Score: Raw -42366029.864693 + Penalty 4255.136116 = -42361774.728577
  nChanged 376
		SP:Iteration 44Q (131280.490000 sec): 3 clusters
  Score: Raw -42366041.512411 + Penalty 4255.136116 = -42361786.376295
  nChanged 344
		SP:Iteration 45Q (131283.990000 sec): 3 clusters
  Score: Raw -42366051.398286 + Penalty 4255.136116 = -42361796.262169
  nChanged 305
		SP:Iteration 46Q (131287.420000 sec): 3 clusters
  Score: Raw -42366059.471408 + Penalty 4255.136116 = -42361804.335292
  nChanged 275
		SP:Iteration 47Q (131290.870000 sec): 3 clusters
  Score: Raw -42366066.818806 + Penalty 4255.136116 = -42361811.682689
  nChanged 248
		SP:Iteration 48Q (131294.300000 sec): 3 clusters
  Score: Raw -42366073.415860 + Penalty 4255.136116 = -42361818.279744
  nChanged 215
		SP:Iteration 49Q (131297.740000 sec): 3 clusters
  Score: Raw -42366078.751628 + Penalty 4255.136116 = -42361823.615512
  nChanged 214
		SP:Iteration 50Q (131301.050000 sec): 3 clusters
  Score: Raw -42366083.258114 + Penalty 4255.136116 = -42361828.121997
  nChanged 178
		SP:Iteration 51Q (131304.410000 sec): 3 clusters
  Score: Raw -42366086.551030 + Penalty 4255.136116 = -42361831.414914
  nChanged 158
		SP:Iteration 52Q (131307.820000 sec): 3 clusters
  Score: Raw -42366089.481223 + Penalty 4255.136116 = -42361834.345106
  nChanged 141
		SP:Iteration 53Q (131311.310000 sec): 3 clusters
  Score: Raw -42366091.693849 + Penalty 4255.136116 = -42361836.557733
  nChanged 120
		SP:Iteration 54Q (131314.750000 sec): 3 clusters
  Score: Raw -42366093.494236 + Penalty 4255.136116 = -42361838.358119
  nChanged 93
		SP:Iteration 55Q (131318.200000 sec): 3 clusters
  Score: Raw -42366094.771625 + Penalty 4255.136116 = -42361839.635508
  nChanged 81
		SP:Iteration 56Q (131321.630000 sec): 3 clusters
  Score: Raw -42366095.886294 + Penalty 4255.136116 = -42361840.750178
  nChanged 76
		SP:Iteration 57Q (131325.080000 sec): 3 clusters
  Score: Raw -42366096.973399 + Penalty 4255.136116 = -42361841.837283
  nChanged 79
		SP:Iteration 58Q (131328.550000 sec): 3 clusters
  Score: Raw -42366098.118328 + Penalty 4255.136116 = -42361842.982211
  nChanged 83
		SP:Iteration 59Q (131331.940000 sec): 3 clusters
  Score: Raw -42366099.532171 + Penalty 4255.136116 = -42361844.396054
  nChanged 96
		SP:Iteration 60F (131335.300000 sec): 3 clusters
  Score: Raw -42366101.079964 + Penalty 4255.136116 = -42361845.943847
  nChanged 96
		SP:Iteration 61Q (131338.610000 sec): 3 clusters
  Score: Raw -42366102.271455 + Penalty 4255.136116 = -42361847.135339
  nChanged 78
		SP:Iteration 62Q (131342.110000 sec): 3 clusters
  Score: Raw -42366103.284922 + Penalty 4255.136116 = -42361848.148805
  nChanged 71
		SP:Iteration 63Q (131345.620000 sec): 3 clusters
  Score: Raw -42366104.192347 + Penalty 4255.136116 = -42361849.056231
  nChanged 54
		SP:Iteration 64Q (131349.140000 sec): 3 clusters
  Score: Raw -42366104.802134 + Penalty 4255.136116 = -42361849.666017
  nChanged 53
		SP:Iteration 65Q (131352.590000 sec): 3 clusters
  Score: Raw -42366105.379894 + Penalty 4255.136116 = -42361850.243778
  nChanged 39
		SP:Iteration 66Q (131356.090000 sec): 3 clusters
  Score: Raw -42366105.745776 + Penalty 4255.136116 = -42361850.609659
  nChanged 28
		SP:Iteration 67Q (131359.590000 sec): 3 clusters
  Score: Raw -42366105.984221 + Penalty 4255.136116 = -42361850.848105
  nChanged 27
		SP:Iteration 68Q (131363.090000 sec): 3 clusters
  Score: Raw -42366106.230211 + Penalty 4255.136116 = -42361851.094095
  nChanged 27
		SP:Iteration 69Q (131366.600000 sec): 3 clusters
  Score: Raw -42366106.442667 + Penalty 4255.136116 = -42361851.306551
  nChanged 23
		SP:Iteration 70Q (131370.060000 sec): 3 clusters
  Score: Raw -42366106.676242 + Penalty 4255.136116 = -42361851.540125
  nChanged 16
		SP:Iteration 71Q (131373.520000 sec): 3 clusters
  Score: Raw -42366106.809330 + Penalty 4255.136116 = -42361851.673213
  nChanged 15
		SP:Iteration 72Q (131376.980000 sec): 3 clusters
  Score: Raw -42366106.932819 + Penalty 4255.136116 = -42361851.796702
  nChanged 19
		SP:Iteration 73Q (131380.440000 sec): 3 clusters
  Score: Raw -42366107.053438 + Penalty 4255.136116 = -42361851.917322
  nChanged 9
		SP:Iteration 74Q (131383.830000 sec): 3 clusters
  Score: Raw -42366107.125280 + Penalty 4255.136116 = -42361851.989164
  nChanged 7
		SP:Iteration 75Q (131387.330000 sec): 3 clusters
  Score: Raw -42366107.178752 + Penalty 4255.136116 = -42361852.042636
  nChanged 10
		SP:Iteration 76Q (131390.780000 sec): 3 clusters
  Score: Raw -42366107.264497 + Penalty 4255.136116 = -42361852.128380
  nChanged 14
		SP:Iteration 77Q (131394.250000 sec): 3 clusters
  Score: Raw -42366107.361451 + Penalty 4255.136116 = -42361852.225334
  nChanged 9
		SP:Iteration 78Q (131397.690000 sec): 3 clusters
  Score: Raw -42366107.437276 + Penalty 4255.136116 = -42361852.301159
  nChanged 10
		SP:Iteration 79Q (131401.180000 sec): 3 clusters
  Score: Raw -42366107.531373 + Penalty 4255.136116 = -42361852.395257
  nChanged 13
		SP:Iteration 80F (131404.480000 sec): 3 clusters
  Score: Raw -42366107.645727 + Penalty 4255.136116 = -42361852.509611
  nChanged 9
		SP:Iteration 81Q (131407.980000 sec): 3 clusters
  Score: Raw -42366107.717763 + Penalty 4255.136116 = -42361852.581647
  nChanged 9
		SP:Iteration 82Q (131411.490000 sec): 3 clusters
  Score: Raw -42366107.796567 + Penalty 4255.136116 = -42361852.660450
  nChanged 10
		SP:Iteration 83Q (131414.790000 sec): 3 clusters
  Score: Raw -42366107.902341 + Penalty 4255.136116 = -42361852.766224
  nChanged 14
		SP:Iteration 84Q (131418.220000 sec): 3 clusters
  Score: Raw -42366108.015964 + Penalty 4255.136116 = -42361852.879848
  nChanged 9
		SP:Iteration 85Q (131421.720000 sec): 3 clusters
  Score: Raw -42366108.096392 + Penalty 4255.136116 = -42361852.960276
  nChanged 12
		SP:Iteration 86Q (131425.200000 sec): 3 clusters
  Score: Raw -42366108.196653 + Penalty 4255.136116 = -42361853.060536
  nChanged 17
		SP:Iteration 87Q (131428.680000 sec): 3 clusters
  Score: Raw -42366108.360598 + Penalty 4255.136116 = -42361853.224482
  nChanged 19
		SP:Iteration 88Q (131432.140000 sec): 3 clusters
  Score: Raw -42366108.535790 + Penalty 4255.136116 = -42361853.399673
  nChanged 14
		SP:Iteration 89Q (131435.460000 sec): 3 clusters
  Score: Raw -42366108.670513 + Penalty 4255.136116 = -42361853.534396
  nChanged 15
		SP:Iteration 90Q (131438.820000 sec): 3 clusters
  Score: Raw -42366108.801447 + Penalty 4255.136116 = -42361853.665330
  nChanged 16
		SP:Iteration 91Q (131442.270000 sec): 3 clusters
  Score: Raw -42366108.936651 + Penalty 4255.136116 = -42361853.800534
  nChanged 12
		SP:Iteration 92Q (131445.640000 sec): 3 clusters
  Score: Raw -42366109.045090 + Penalty 4255.136116 = -42361853.908974
  nChanged 12
		SP:Iteration 93Q (131449.000000 sec): 3 clusters
  Score: Raw -42366109.172972 + Penalty 4255.136116 = -42361854.036855
  nChanged 12
		SP:Iteration 94Q (131452.480000 sec): 3 clusters
  Score: Raw -42366109.290383 + Penalty 4255.136116 = -42361854.154266
  nChanged 18
		SP:Iteration 95Q (131455.920000 sec): 3 clusters
  Score: Raw -42366109.461598 + Penalty 4255.136116 = -42361854.325481
  nChanged 9
		SP:Iteration 96Q (131459.290000 sec): 3 clusters
  Score: Raw -42366109.522893 + Penalty 4255.136116 = -42361854.386777
  nChanged 5
		SP:Iteration 97Q (131462.780000 sec): 3 clusters
  Score: Raw -42366109.557710 + Penalty 4255.136116 = -42361854.421593
  nChanged 3
		SP:Iteration 98Q (131466.240000 sec): 3 clusters
  Score: Raw -42366109.570490 + Penalty 4255.136116 = -42361854.434374
  nChanged 3
		SP:Iteration 99Q (131469.540000 sec): 3 clusters
  Score: Raw -42366109.585349 + Penalty 4255.136116 = -42361854.449233
  nChanged 7
		SP:Iteration 100F (131472.870000 sec): 3 clusters
  Score: Raw -42366109.638843 + Penalty 4255.136116 = -42361854.502727
  nChanged 4
		SP:Iteration 101Q (131476.330000 sec): 3 clusters
  Score: Raw -42366109.675536 + Penalty 4255.136116 = -42361854.539420
  nChanged 7
		SP:Iteration 102Q (131479.720000 sec): 3 clusters
  Score: Raw -42366109.722736 + Penalty 4255.136116 = -42361854.586619
  nChanged 10
		SP:Iteration 103Q (131483.170000 sec): 3 clusters
  Score: Raw -42366109.783025 + Penalty 4255.136116 = -42361854.646909
  nChanged 7
		SP:Iteration 104Q (131486.580000 sec): 3 clusters
  Score: Raw -42366109.838079 + Penalty 4255.136116 = -42361854.701963
  nChanged 8
		SP:Iteration 105Q (131490.070000 sec): 3 clusters
  Score: Raw -42366109.913159 + Penalty 4255.136116 = -42361854.777043
  nChanged 7
		SP:Iteration 106Q (131493.520000 sec): 3 clusters
  Score: Raw -42366109.971965 + Penalty 4255.136116 = -42361854.835849
  nChanged 9
		SP:Iteration 107Q (131496.960000 sec): 3 clusters
  Score: Raw -42366110.053524 + Penalty 4255.136116 = -42361854.917408
  nChanged 9
		SP:Iteration 108Q (131500.460000 sec): 3 clusters
  Score: Raw -42366110.120810 + Penalty 4255.136116 = -42361854.984694
  nChanged 9
		SP:Iteration 109Q (131503.920000 sec): 3 clusters
  Score: Raw -42366110.183519 + Penalty 4255.136116 = -42361855.047403
  nChanged 8
		SP:Iteration 110Q (131507.390000 sec): 3 clusters
  Score: Raw -42366110.246070 + Penalty 4255.136116 = -42361855.109953
  nChanged 6
		SP:Iteration 111Q (131510.850000 sec): 3 clusters
  Score: Raw -42366110.292892 + Penalty 4255.136116 = -42361855.156776
  nChanged 8
		SP:Iteration 112Q (131514.320000 sec): 3 clusters
  Score: Raw -42366110.347071 + Penalty 4255.136116 = -42361855.210955
  nChanged 4
		SP:Iteration 113Q (131517.670000 sec): 3 clusters
  Score: Raw -42366110.380366 + Penalty 4255.136116 = -42361855.244249
  nChanged 4
		SP:Iteration 114Q (131521.150000 sec): 3 clusters
  Score: Raw -42366110.408277 + Penalty 4255.136116 = -42361855.272161
  nChanged 7
		SP:Iteration 115Q (131524.620000 sec): 3 clusters
  Score: Raw -42366110.472460 + Penalty 4255.136116 = -42361855.336343
  nChanged 7
		SP:Iteration 116Q (131528.120000 sec): 3 clusters
  Score: Raw -42366110.514219 + Penalty 4255.136116 = -42361855.378103
  nChanged 5
		SP:Iteration 117Q (131531.640000 sec): 3 clusters
  Score: Raw -42366110.548899 + Penalty 4255.136116 = -42361855.412783
  nChanged 10
		SP:Iteration 118Q (131535.100000 sec): 3 clusters
  Score: Raw -42366110.638541 + Penalty 4255.136116 = -42361855.502424
  nChanged 8
		SP:Iteration 119Q (131538.520000 sec): 3 clusters
  Score: Raw -42366110.716297 + Penalty 4255.136116 = -42361855.580180
  nChanged 7
		SP:Iteration 120F (131541.850000 sec): 3 clusters
  Score: Raw -42366110.758056 + Penalty 4255.136116 = -42361855.621939
  nChanged 4
		SP:Iteration 121Q (131545.320000 sec): 3 clusters
  Score: Raw -42366110.791674 + Penalty 4255.136116 = -42361855.655558
  nChanged 8
		SP:Iteration 122Q (131548.780000 sec): 3 clusters
  Score: Raw -42366110.849046 + Penalty 4255.136116 = -42361855.712930
  nChanged 5
		SP:Iteration 123Q (131552.280000 sec): 3 clusters
  Score: Raw -42366110.882592 + Penalty 4255.136116 = -42361855.746475
  nChanged 3
		SP:Iteration 124Q (131555.800000 sec): 3 clusters
  Score: Raw -42366110.897828 + Penalty 4255.136116 = -42361855.761712
  nChanged 1
		SP:Iteration 125Q (131559.250000 sec): 3 clusters
  Score: Raw -42366110.904435 + Penalty 4255.136116 = -42361855.768318
  nChanged 1
		SP:Iteration 126Q (131562.550000 sec): 3 clusters
  Score: Raw -42366110.910257 + Penalty 4255.136116 = -42361855.774140
  nChanged 0
		SP:Iteration 127F (131565.800000 sec): 3 clusters
  Score: Raw -42366110.910257 + Penalty 4255.136116 = -42361855.774140
  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 10.71 GB.

 Trying to split cluster 5 (177825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131566.730000 sec): 2 clusters
  Score: Raw -15108677.110911 + Penalty 1964.390220 = -15106712.720691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131568.050000 sec): 3 clusters
  Score: Raw -14990728.460587 + Penalty 3928.780440 = -14986799.680147
  nChanged 86563
		SP:Iteration 1F (131569.380000 sec): 3 clusters
  Score: Raw -15043933.436990 + Penalty 3928.780440 = -15040004.656550
  nChanged 8887
		SP:Iteration 2Q (131570.860000 sec): 3 clusters
  Score: Raw -15048214.304565 + Penalty 3928.780440 = -15044285.524126
  nChanged 12459
		SP:Iteration 3F (131572.200000 sec): 3 clusters
  Score: Raw -15056787.345117 + Penalty 3928.780440 = -15052858.564677
  nChanged 16200
		SP:Iteration 4F (131573.470000 sec): 3 clusters
  Score: Raw -15070681.931053 + Penalty 3928.780440 = -15066753.150613
  nChanged 16539
		SP:Iteration 5F (131574.780000 sec): 3 clusters
  Score: Raw -15084408.259891 + Penalty 3928.780440 = -15080479.479451
  nChanged 12406
		SP:Iteration 6F (131576.080000 sec): 3 clusters
  Score: Raw -15092454.452842 + Penalty 3928.780440 = -15088525.672402
  nChanged 7905
		SP:Iteration 7Q (131577.560000 sec): 3 clusters
  Score: Raw -15096270.084413 + Penalty 3928.780440 = -15092341.303973
  nChanged 5132
		SP:Iteration 8Q (131579.090000 sec): 3 clusters
  Score: Raw -15098269.183752 + Penalty 3928.780440 = -15094340.403312
  nChanged 3597
		SP:Iteration 9Q (131580.590000 sec): 3 clusters
  Score: Raw -15099581.956031 + Penalty 3928.780440 = -15095653.175591
  nChanged 3016
		SP:Iteration 10Q (131582.120000 sec): 3 clusters
  Score: Raw -15100702.430626 + Penalty 3928.780440 = -15096773.650186
  nChanged 2864
		SP:Iteration 11Q (131583.610000 sec): 3 clusters
  Score: Raw -15101806.450624 + Penalty 3928.780440 = -15097877.670184
  nChanged 2684
		SP:Iteration 12Q (131585.080000 sec): 3 clusters
  Score: Raw -15102900.691742 + Penalty 3928.780440 = -15098971.911302
  nChanged 2515
		SP:Iteration 13Q (131586.510000 sec): 3 clusters
  Score: Raw -15103942.316182 + Penalty 3928.780440 = -15100013.535742
  nChanged 2235
		SP:Iteration 14Q (131587.960000 sec): 3 clusters
  Score: Raw -15104946.802530 + Penalty 3928.780440 = -15101018.022090
  nChanged 2099
		SP:Iteration 15Q (131589.420000 sec): 3 clusters
  Score: Raw -15105968.644305 + Penalty 3928.780440 = -15102039.863865
  nChanged 1830
		SP:Iteration 16Q (131590.890000 sec): 3 clusters
  Score: Raw -15106910.501557 + Penalty 3928.780440 = -15102981.721117
  nChanged 1479
		SP:Iteration 17Q (131592.350000 sec): 3 clusters
  Score: Raw -15107699.469563 + Penalty 3928.780440 = -15103770.689124
  nChanged 1169
		SP:Iteration 18Q (131593.760000 sec): 3 clusters
  Score: Raw -15108334.917967 + Penalty 3928.780440 = -15104406.137527
  nChanged 900
		SP:Iteration 19Q (131595.160000 sec): 3 clusters
  Score: Raw -15108847.276478 + Penalty 3928.780440 = -15104918.496038
  nChanged 686
		SP:Iteration 20F (131596.460000 sec): 3 clusters
  Score: Raw -15109213.675395 + Penalty 3928.780440 = -15105284.894955
  nChanged 522
		SP:Iteration 21Q (131597.900000 sec): 3 clusters
  Score: Raw -15109461.350992 + Penalty 3928.780440 = -15105532.570552
  nChanged 379
		SP:Iteration 22Q (131599.330000 sec): 3 clusters
  Score: Raw -15109633.107660 + Penalty 3928.780440 = -15105704.327221
  nChanged 297
		SP:Iteration 23Q (131600.710000 sec): 3 clusters
  Score: Raw -15109749.599789 + Penalty 3928.780440 = -15105820.819349
  nChanged 217
		SP:Iteration 24Q (131602.100000 sec): 3 clusters
  Score: Raw -15109819.380270 + Penalty 3928.780440 = -15105890.599830
  nChanged 164
		SP:Iteration 25Q (131603.500000 sec): 3 clusters
  Score: Raw -15109865.616734 + Penalty 3928.780440 = -15105936.836294
  nChanged 132
		SP:Iteration 26Q (131604.840000 sec): 3 clusters
  Score: Raw -15109897.106260 + Penalty 3928.780440 = -15105968.325820
  nChanged 107
		SP:Iteration 27Q (131606.220000 sec): 3 clusters
  Score: Raw -15109923.995777 + Penalty 3928.780440 = -15105995.215337
  nChanged 99
		SP:Iteration 28Q (131607.660000 sec): 3 clusters
  Score: Raw -15109948.629998 + Penalty 3928.780440 = -15106019.849558
  nChanged 74
		SP:Iteration 29Q (131609.070000 sec): 3 clusters
  Score: Raw -15109970.707009 + Penalty 3928.780440 = -15106041.926569
  nChanged 73
		SP:Iteration 30Q (131610.500000 sec): 3 clusters
  Score: Raw -15109990.034666 + Penalty 3928.780440 = -15106061.254226
  nChanged 55
		SP:Iteration 31Q (131611.890000 sec): 3 clusters
  Score: Raw -15110001.855109 + Penalty 3928.780440 = -15106073.074669
  nChanged 52
		SP:Iteration 32Q (131613.340000 sec): 3 clusters
  Score: Raw -15110014.105516 + Penalty 3928.780440 = -15106085.325076
  nChanged 47
		SP:Iteration 33Q (131614.730000 sec): 3 clusters
  Score: Raw -15110028.554247 + Penalty 3928.780440 = -15106099.773807
  nChanged 58
		SP:Iteration 34Q (131616.080000 sec): 3 clusters
  Score: Raw -15110046.187264 + Penalty 3928.780440 = -15106117.406824
  nChanged 52
		SP:Iteration 35Q (131617.470000 sec): 3 clusters
  Score: Raw -15110064.152786 + Penalty 3928.780440 = -15106135.372346
  nChanged 74
		SP:Iteration 36Q (131618.860000 sec): 3 clusters
  Score: Raw -15110090.901297 + Penalty 3928.780440 = -15106162.120857
  nChanged 83
		SP:Iteration 37Q (131620.250000 sec): 3 clusters
  Score: Raw -15110118.794489 + Penalty 3928.780440 = -15106190.014049
  nChanged 62
		SP:Iteration 38Q (131621.640000 sec): 3 clusters
  Score: Raw -15110137.677782 + Penalty 3928.780440 = -15106208.897342
  nChanged 49
		SP:Iteration 39Q (131623.020000 sec): 3 clusters
  Score: Raw -15110151.885848 + Penalty 3928.780440 = -15106223.105408
  nChanged 54
		SP:Iteration 40F (131624.370000 sec): 3 clusters
  Score: Raw -15110166.325103 + Penalty 3928.780440 = -15106237.544663
  nChanged 61
		SP:Iteration 41Q (131625.800000 sec): 3 clusters
  Score: Raw -15110182.734448 + Penalty 3928.780440 = -15106253.954008
  nChanged 55
		SP:Iteration 42Q (131627.170000 sec): 3 clusters
  Score: Raw -15110197.704409 + Penalty 3928.780440 = -15106268.923969
  nChanged 53
		SP:Iteration 43Q (131628.560000 sec): 3 clusters
  Score: Raw -15110208.898209 + Penalty 3928.780440 = -15106280.117769
  nChanged 33
		SP:Iteration 44Q (131629.900000 sec): 3 clusters
  Score: Raw -15110214.089190 + Penalty 3928.780440 = -15106285.308750
  nChanged 19
		SP:Iteration 45Q (131631.290000 sec): 3 clusters
  Score: Raw -15110217.230331 + Penalty 3928.780440 = -15106288.449891
  nChanged 10
		SP:Iteration 46Q (131632.670000 sec): 3 clusters
  Score: Raw -15110218.551812 + Penalty 3928.780440 = -15106289.771373
  nChanged 9
		SP:Iteration 47Q (131634.070000 sec): 3 clusters
  Score: Raw -15110220.157990 + Penalty 3928.780440 = -15106291.377550
  nChanged 12
		SP:Iteration 48Q (131635.460000 sec): 3 clusters
  Score: Raw -15110221.674031 + Penalty 3928.780440 = -15106292.893591
  nChanged 5
		SP:Iteration 49Q (131636.850000 sec): 3 clusters
  Score: Raw -15110222.446542 + Penalty 3928.780440 = -15106293.666102
  nChanged 8
		SP:Iteration 50Q (131638.250000 sec): 3 clusters
  Score: Raw -15110223.425630 + Penalty 3928.780440 = -15106294.645190
  nChanged 5
		SP:Iteration 51Q (131639.620000 sec): 3 clusters
  Score: Raw -15110224.336972 + Penalty 3928.780440 = -15106295.556532
  nChanged 9
		SP:Iteration 52Q (131641.020000 sec): 3 clusters
  Score: Raw -15110225.442665 + Penalty 3928.780440 = -15106296.662225
  nChanged 7
		SP:Iteration 53Q (131642.340000 sec): 3 clusters
  Score: Raw -15110226.219835 + Penalty 3928.780440 = -15106297.439395
  nChanged 8
		SP:Iteration 54Q (131643.710000 sec): 3 clusters
  Score: Raw -15110227.247505 + Penalty 3928.780440 = -15106298.467065
  nChanged 6
		SP:Iteration 55Q (131645.060000 sec): 3 clusters
  Score: Raw -15110228.089158 + Penalty 3928.780440 = -15106299.308718
  nChanged 10
		SP:Iteration 56Q (131646.450000 sec): 3 clusters
  Score: Raw -15110229.320473 + Penalty 3928.780440 = -15106300.540033
  nChanged 9
		SP:Iteration 57Q (131647.840000 sec): 3 clusters
  Score: Raw -15110230.287404 + Penalty 3928.780440 = -15106301.506965
  nChanged 5
		SP:Iteration 58Q (131649.230000 sec): 3 clusters
  Score: Raw -15110231.089329 + Penalty 3928.780440 = -15106302.308890
  nChanged 4
		SP:Iteration 59Q (131650.620000 sec): 3 clusters
  Score: Raw -15110231.825143 + Penalty 3928.780440 = -15106303.044704
  nChanged 4
		SP:Iteration 60F (131651.910000 sec): 3 clusters
  Score: Raw -15110232.416284 + Penalty 3928.780440 = -15106303.635844
  nChanged 4
		SP:Iteration 61Q (131653.350000 sec): 3 clusters
  Score: Raw -15110232.938618 + Penalty 3928.780440 = -15106304.158178
  nChanged 2
		SP:Iteration 62Q (131654.730000 sec): 3 clusters
  Score: Raw -15110233.091701 + Penalty 3928.780440 = -15106304.311261
  nChanged 3
		SP:Iteration 63Q (131656.120000 sec): 3 clusters
  Score: Raw -15110233.430288 + Penalty 3928.780440 = -15106304.649848
  nChanged 0
		SP:Iteration 64F (131657.470000 sec): 3 clusters
  Score: Raw -15110233.430288 + Penalty 3928.780440 = -15106304.649848
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 6 (29056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131657.760000 sec): 2 clusters
  Score: Raw -2314925.913809 + Penalty 1670.009296 = -2313255.904513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131658.120000 sec): 3 clusters
  Score: Raw -2296999.409358 + Penalty 3340.018591 = -2293659.390767
  nChanged 13410
		SP:Iteration 1F (131658.470000 sec): 3 clusters
  Score: Raw -2305338.441651 + Penalty 3340.018591 = -2301998.423059
  nChanged 2023
		SP:Iteration 2F (131658.800000 sec): 3 clusters
  Score: Raw -2306810.286465 + Penalty 3340.018591 = -2303470.267874
  nChanged 2233
		SP:Iteration 3F (131659.130000 sec): 3 clusters
  Score: Raw -2308559.634612 + Penalty 3340.018591 = -2305219.616020
  nChanged 2348
		SP:Iteration 4F (131659.440000 sec): 3 clusters
  Score: Raw -2310449.004052 + Penalty 3340.018591 = -2307108.985461
  nChanged 2123
		SP:Iteration 5F (131659.750000 sec): 3 clusters
  Score: Raw -2312168.297210 + Penalty 3340.018591 = -2308828.278619
  nChanged 1636
		SP:Iteration 6F (131660.050000 sec): 3 clusters
  Score: Raw -2313155.794898 + Penalty 3340.018591 = -2309815.776306
  nChanged 1105
		SP:Iteration 7Q (131660.390000 sec): 3 clusters
  Score: Raw -2313596.344360 + Penalty 3340.018591 = -2310256.325768
  nChanged 784
		SP:Iteration 8Q (131660.780000 sec): 3 clusters
  Score: Raw -2313840.066895 + Penalty 3340.018591 = -2310500.048303
  nChanged 594
		SP:Iteration 9Q (131661.120000 sec): 3 clusters
  Score: Raw -2313986.665476 + Penalty 3340.018591 = -2310646.646885
  nChanged 457
		SP:Iteration 10Q (131661.480000 sec): 3 clusters
  Score: Raw -2314108.180532 + Penalty 3340.018591 = -2310768.161940
  nChanged 410
		SP:Iteration 11Q (131661.850000 sec): 3 clusters
  Score: Raw -2314214.966441 + Penalty 3340.018591 = -2310874.947849
  nChanged 417
		SP:Iteration 12Q (131662.240000 sec): 3 clusters
  Score: Raw -2314325.500881 + Penalty 3340.018591 = -2310985.482290
  nChanged 376
		SP:Iteration 13Q (131662.550000 sec): 3 clusters
  Score: Raw -2314427.421107 + Penalty 3340.018591 = -2311087.402516
  nChanged 365
		SP:Iteration 14Q (131662.920000 sec): 3 clusters
  Score: Raw -2314527.888763 + Penalty 3340.018591 = -2311187.870171
  nChanged 380
		SP:Iteration 15Q (131663.290000 sec): 3 clusters
  Score: Raw -2314646.570005 + Penalty 3340.018591 = -2311306.551413
  nChanged 399
		SP:Iteration 16Q (131663.670000 sec): 3 clusters
  Score: Raw -2314789.610864 + Penalty 3340.018591 = -2311449.592273
  nChanged 430
		SP:Iteration 17Q (131664.000000 sec): 3 clusters
  Score: Raw -2314972.821646 + Penalty 3340.018591 = -2311632.803054
  nChanged 446
		SP:Iteration 18Q (131664.330000 sec): 3 clusters
  Score: Raw -2315223.552206 + Penalty 3340.018591 = -2311883.533614
  nChanged 487
		SP:Iteration 19Q (131664.710000 sec): 3 clusters
  Score: Raw -2315500.340787 + Penalty 3340.018591 = -2312160.322196
  nChanged 406
		SP:Iteration 20F (131665.010000 sec): 3 clusters
  Score: Raw -2315725.865570 + Penalty 3340.018591 = -2312385.846979
  nChanged 375
		SP:Iteration 21Q (131665.340000 sec): 3 clusters
  Score: Raw -2315909.668363 + Penalty 3340.018591 = -2312569.649772
  nChanged 354
		SP:Iteration 22Q (131665.720000 sec): 3 clusters
  Score: Raw -2316081.388381 + Penalty 3340.018591 = -2312741.369790
  nChanged 316
		SP:Iteration 23Q (131666.050000 sec): 3 clusters
  Score: Raw -2316222.382086 + Penalty 3340.018591 = -2312882.363495
  nChanged 288
		SP:Iteration 24Q (131666.450000 sec): 3 clusters
  Score: Raw -2316352.601035 + Penalty 3340.018591 = -2313012.582444
  nChanged 237
		SP:Iteration 25Q (131666.750000 sec): 3 clusters
  Score: Raw -2316448.881781 + Penalty 3340.018591 = -2313108.863190
  nChanged 234
		SP:Iteration 26Q (131667.090000 sec): 3 clusters
  Score: Raw -2316539.623427 + Penalty 3340.018591 = -2313199.604836
  nChanged 223
		SP:Iteration 27Q (131667.410000 sec): 3 clusters
  Score: Raw -2316614.931892 + Penalty 3340.018591 = -2313274.913301
  nChanged 177
		SP:Iteration 28Q (131667.740000 sec): 3 clusters
  Score: Raw -2316669.868536 + Penalty 3340.018591 = -2313329.849945
  nChanged 167
		SP:Iteration 29Q (131668.070000 sec): 3 clusters
  Score: Raw -2316717.972205 + Penalty 3340.018591 = -2313377.953614
  nChanged 144
		SP:Iteration 30Q (131668.400000 sec): 3 clusters
  Score: Raw -2316758.180218 + Penalty 3340.018591 = -2313418.161627
  nChanged 128
		SP:Iteration 31Q (131668.730000 sec): 3 clusters
  Score: Raw -2316793.130778 + Penalty 3340.018591 = -2313453.112186
  nChanged 127
		SP:Iteration 32Q (131669.030000 sec): 3 clusters
  Score: Raw -2316828.468324 + Penalty 3340.018591 = -2313488.449732
  nChanged 106
		SP:Iteration 33Q (131669.340000 sec): 3 clusters
  Score: Raw -2316853.640294 + Penalty 3340.018591 = -2313513.621703
  nChanged 77
		SP:Iteration 34Q (131669.750000 sec): 3 clusters
  Score: Raw -2316874.944143 + Penalty 3340.018591 = -2313534.925551
  nChanged 82
		SP:Iteration 35Q (131670.090000 sec): 3 clusters
  Score: Raw -2316899.905461 + Penalty 3340.018591 = -2313559.886869
  nChanged 84
		SP:Iteration 36Q (131670.460000 sec): 3 clusters
  Score: Raw -2316922.433782 + Penalty 3340.018591 = -2313582.415190
  nChanged 83
		SP:Iteration 37Q (131670.850000 sec): 3 clusters
  Score: Raw -2316942.211636 + Penalty 3340.018591 = -2313602.193045
  nChanged 78
		SP:Iteration 38Q (131671.230000 sec): 3 clusters
  Score: Raw -2316960.567781 + Penalty 3340.018591 = -2313620.549189
  nChanged 71
		SP:Iteration 39Q (131671.560000 sec): 3 clusters
  Score: Raw -2316978.747812 + Penalty 3340.018591 = -2313638.729221
  nChanged 66
		SP:Iteration 40F (131671.890000 sec): 3 clusters
  Score: Raw -2316996.919945 + Penalty 3340.018591 = -2313656.901353
  nChanged 72
		SP:Iteration 41Q (131672.250000 sec): 3 clusters
  Score: Raw -2317013.161051 + Penalty 3340.018591 = -2313673.142459
  nChanged 57
		SP:Iteration 42Q (131672.580000 sec): 3 clusters
  Score: Raw -2317024.359093 + Penalty 3340.018591 = -2313684.340502
  nChanged 59
		SP:Iteration 43Q (131672.910000 sec): 3 clusters
  Score: Raw -2317037.038359 + Penalty 3340.018591 = -2313697.019767
  nChanged 51
		SP:Iteration 44Q (131673.290000 sec): 3 clusters
  Score: Raw -2317049.898157 + Penalty 3340.018591 = -2313709.879565
  nChanged 45
		SP:Iteration 45Q (131673.660000 sec): 3 clusters
  Score: Raw -2317061.461976 + Penalty 3340.018591 = -2313721.443385
  nChanged 48
		SP:Iteration 46Q (131673.990000 sec): 3 clusters
  Score: Raw -2317070.671684 + Penalty 3340.018591 = -2313730.653092
  nChanged 31
		SP:Iteration 47Q (131674.370000 sec): 3 clusters
  Score: Raw -2317078.024151 + Penalty 3340.018591 = -2313738.005560
  nChanged 42
		SP:Iteration 48Q (131674.740000 sec): 3 clusters
  Score: Raw -2317092.491370 + Penalty 3340.018591 = -2313752.472779
  nChanged 47
		SP:Iteration 49Q (131675.050000 sec): 3 clusters
  Score: Raw -2317106.996427 + Penalty 3340.018591 = -2313766.977835
  nChanged 56
		SP:Iteration 50Q (131675.350000 sec): 3 clusters
  Score: Raw -2317121.785560 + Penalty 3340.018591 = -2313781.766969
  nChanged 49
		SP:Iteration 51Q (131675.690000 sec): 3 clusters
  Score: Raw -2317132.678439 + Penalty 3340.018591 = -2313792.659847
  nChanged 39
		SP:Iteration 52Q (131676.070000 sec): 3 clusters
  Score: Raw -2317141.657662 + Penalty 3340.018591 = -2313801.639071
  nChanged 35
		SP:Iteration 53Q (131676.410000 sec): 3 clusters
  Score: Raw -2317148.095170 + Penalty 3340.018591 = -2313808.076578
  nChanged 25
		SP:Iteration 54Q (131676.820000 sec): 3 clusters
  Score: Raw -2317153.840110 + Penalty 3340.018591 = -2313813.821519
  nChanged 25
		SP:Iteration 55Q (131677.120000 sec): 3 clusters
  Score: Raw -2317158.102546 + Penalty 3340.018591 = -2313818.083954
  nChanged 22
		SP:Iteration 56Q (131677.480000 sec): 3 clusters
  Score: Raw -2317164.106377 + Penalty 3340.018591 = -2313824.087785
  nChanged 22
		SP:Iteration 57Q (131677.840000 sec): 3 clusters
  Score: Raw -2317170.601513 + Penalty 3340.018591 = -2313830.582921
  nChanged 17
		SP:Iteration 58Q (131678.150000 sec): 3 clusters
  Score: Raw -2317174.204461 + Penalty 3340.018591 = -2313834.185870
  nChanged 15
		SP:Iteration 59Q (131678.530000 sec): 3 clusters
  Score: Raw -2317177.344287 + Penalty 3340.018591 = -2313837.325696
  nChanged 20
		SP:Iteration 60F (131678.810000 sec): 3 clusters
  Score: Raw -2317180.240314 + Penalty 3340.018591 = -2313840.221722
  nChanged 10
		SP:Iteration 61Q (131679.170000 sec): 3 clusters
  Score: Raw -2317182.055522 + Penalty 3340.018591 = -2313842.036931
  nChanged 5
		SP:Iteration 62Q (131679.540000 sec): 3 clusters
  Score: Raw -2317182.749090 + Penalty 3340.018591 = -2313842.730499
  nChanged 2
		SP:Iteration 63Q (131679.860000 sec): 3 clusters
  Score: Raw -2317182.896569 + Penalty 3340.018591 = -2313842.877978
  nChanged 4
		SP:Iteration 64Q (131680.190000 sec): 3 clusters
  Score: Raw -2317183.399179 + Penalty 3340.018591 = -2313843.380587
  nChanged 0
		SP:Iteration 65F (131680.520000 sec): 3 clusters
  Score: Raw -2317183.399179 + Penalty 3340.018591 = -2313843.380587
  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 10.71 GB.

 Trying to split cluster 7 (38126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131680.850000 sec): 2 clusters
  Score: Raw -2787010.471195 + Penalty 1714.155908 = -2785296.315287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131681.250000 sec): 3 clusters
  Score: Raw -2763163.220783 + Penalty 3428.311816 = -2759734.908966
  nChanged 17718
		SP:Iteration 1F (131681.690000 sec): 3 clusters
  Score: Raw -2775396.872586 + Penalty 3428.311816 = -2771968.560770
  nChanged 3449
		SP:Iteration 2F (131682.080000 sec): 3 clusters
  Score: Raw -2778581.460259 + Penalty 3428.311816 = -2775153.148443
  nChanged 3908
		SP:Iteration 3F (131682.490000 sec): 3 clusters
  Score: Raw -2782608.883549 + Penalty 3428.311816 = -2779180.571733
  nChanged 3649
		SP:Iteration 4F (131682.910000 sec): 3 clusters
  Score: Raw -2786265.905493 + Penalty 3428.311816 = -2782837.593676
  nChanged 2830
		SP:Iteration 5F (131683.340000 sec): 3 clusters
  Score: Raw -2788482.106240 + Penalty 3428.311816 = -2785053.794424
  nChanged 1962
		SP:Iteration 6F (131683.740000 sec): 3 clusters
  Score: Raw -2789584.247550 + Penalty 3428.311816 = -2786155.935733
  nChanged 1257
		SP:Iteration 7Q (131684.170000 sec): 3 clusters
  Score: Raw -2790148.511192 + Penalty 3428.311816 = -2786720.199375
  nChanged 878
		SP:Iteration 8Q (131684.590000 sec): 3 clusters
  Score: Raw -2790466.407764 + Penalty 3428.311816 = -2787038.095947
  nChanged 632
		SP:Iteration 9Q (131685.010000 sec): 3 clusters
  Score: Raw -2790692.511959 + Penalty 3428.311816 = -2787264.200143
  nChanged 567
		SP:Iteration 10Q (131685.450000 sec): 3 clusters
  Score: Raw -2790909.493990 + Penalty 3428.311816 = -2787481.182174
  nChanged 489
		SP:Iteration 11Q (131685.840000 sec): 3 clusters
  Score: Raw -2791085.306907 + Penalty 3428.311816 = -2787656.995090
  nChanged 450
		SP:Iteration 12Q (131686.270000 sec): 3 clusters
  Score: Raw -2791237.656267 + Penalty 3428.311816 = -2787809.344451
  nChanged 406
		SP:Iteration 13Q (131686.700000 sec): 3 clusters
  Score: Raw -2791359.010721 + Penalty 3428.311816 = -2787930.698904
  nChanged 367
		SP:Iteration 14Q (131687.130000 sec): 3 clusters
  Score: Raw -2791469.413847 + Penalty 3428.311816 = -2788041.102030
  nChanged 363
		SP:Iteration 15Q (131687.560000 sec): 3 clusters
  Score: Raw -2791569.584354 + Penalty 3428.311816 = -2788141.272538
  nChanged 341
		SP:Iteration 16Q (131687.990000 sec): 3 clusters
  Score: Raw -2791656.850202 + Penalty 3428.311816 = -2788228.538386
  nChanged 318
		SP:Iteration 17Q (131688.400000 sec): 3 clusters
  Score: Raw -2791732.290844 + Penalty 3428.311816 = -2788303.979027
  nChanged 258
		SP:Iteration 18Q (131688.820000 sec): 3 clusters
  Score: Raw -2791799.438284 + Penalty 3428.311816 = -2788371.126467
  nChanged 249
		SP:Iteration 19Q (131689.250000 sec): 3 clusters
  Score: Raw -2791858.508963 + Penalty 3428.311816 = -2788430.197146
  nChanged 207
		SP:Iteration 20F (131689.680000 sec): 3 clusters
  Score: Raw -2791906.490091 + Penalty 3428.311816 = -2788478.178274
  nChanged 193
		SP:Iteration 21Q (131690.110000 sec): 3 clusters
  Score: Raw -2791947.069514 + Penalty 3428.311816 = -2788518.757697
  nChanged 179
		SP:Iteration 22Q (131690.540000 sec): 3 clusters
  Score: Raw -2791980.023810 + Penalty 3428.311816 = -2788551.711993
  nChanged 157
		SP:Iteration 23Q (131690.960000 sec): 3 clusters
  Score: Raw -2792010.956547 + Penalty 3428.311816 = -2788582.644730
  nChanged 137
		SP:Iteration 24Q (131691.360000 sec): 3 clusters
  Score: Raw -2792029.072947 + Penalty 3428.311816 = -2788600.761130
  nChanged 103
		SP:Iteration 25Q (131691.790000 sec): 3 clusters
  Score: Raw -2792042.032562 + Penalty 3428.311816 = -2788613.720745
  nChanged 105
		SP:Iteration 26Q (131692.260000 sec): 3 clusters
  Score: Raw -2792052.391466 + Penalty 3428.311816 = -2788624.079650
  nChanged 79
		SP:Iteration 27Q (131692.660000 sec): 3 clusters
  Score: Raw -2792058.895518 + Penalty 3428.311816 = -2788630.583701
  nChanged 62
		SP:Iteration 28Q (131693.100000 sec): 3 clusters
  Score: Raw -2792064.598820 + Penalty 3428.311816 = -2788636.287004
  nChanged 56
		SP:Iteration 29Q (131693.480000 sec): 3 clusters
  Score: Raw -2792070.076416 + Penalty 3428.311816 = -2788641.764599
  nChanged 51
		SP:Iteration 30Q (131693.880000 sec): 3 clusters
  Score: Raw -2792073.587235 + Penalty 3428.311816 = -2788645.275418
  nChanged 30
		SP:Iteration 31Q (131694.310000 sec): 3 clusters
  Score: Raw -2792075.763141 + Penalty 3428.311816 = -2788647.451324
  nChanged 23
		SP:Iteration 32Q (131694.710000 sec): 3 clusters
  Score: Raw -2792077.461411 + Penalty 3428.311816 = -2788649.149594
  nChanged 28
		SP:Iteration 33Q (131695.140000 sec): 3 clusters
  Score: Raw -2792079.712109 + Penalty 3428.311816 = -2788651.400292
  nChanged 21
		SP:Iteration 34Q (131695.540000 sec): 3 clusters
  Score: Raw -2792080.853247 + Penalty 3428.311816 = -2788652.541430
  nChanged 25
		SP:Iteration 35Q (131696.000000 sec): 3 clusters
  Score: Raw -2792082.112230 + Penalty 3428.311816 = -2788653.800413
  nChanged 32
		SP:Iteration 36Q (131696.320000 sec): 3 clusters
  Score: Raw -2792084.336759 + Penalty 3428.311816 = -2788656.024943
  nChanged 40
		SP:Iteration 37Q (131696.720000 sec): 3 clusters
  Score: Raw -2792087.634907 + Penalty 3428.311816 = -2788659.323090
  nChanged 47
		SP:Iteration 38Q (131697.160000 sec): 3 clusters
  Score: Raw -2792091.225662 + Penalty 3428.311816 = -2788662.913845
  nChanged 45
		SP:Iteration 39Q (131697.590000 sec): 3 clusters
  Score: Raw -2792094.698188 + Penalty 3428.311816 = -2788666.386372
  nChanged 50
		SP:Iteration 40F (131697.970000 sec): 3 clusters
  Score: Raw -2792098.402701 + Penalty 3428.311816 = -2788670.090884
  nChanged 38
		SP:Iteration 41Q (131698.400000 sec): 3 clusters
  Score: Raw -2792101.392642 + Penalty 3428.311816 = -2788673.080826
  nChanged 41
		SP:Iteration 42Q (131698.830000 sec): 3 clusters
  Score: Raw -2792103.796263 + Penalty 3428.311816 = -2788675.484447
  nChanged 28
		SP:Iteration 43Q (131699.270000 sec): 3 clusters
  Score: Raw -2792105.750973 + Penalty 3428.311816 = -2788677.439156
  nChanged 24
		SP:Iteration 44Q (131699.690000 sec): 3 clusters
  Score: Raw -2792107.479671 + Penalty 3428.311816 = -2788679.167854
  nChanged 25
		SP:Iteration 45Q (131700.120000 sec): 3 clusters
  Score: Raw -2792109.167131 + Penalty 3428.311816 = -2788680.855314
  nChanged 25
		SP:Iteration 46Q (131700.520000 sec): 3 clusters
  Score: Raw -2792110.742959 + Penalty 3428.311816 = -2788682.431142
  nChanged 27
		SP:Iteration 47Q (131700.950000 sec): 3 clusters
  Score: Raw -2792112.573423 + Penalty 3428.311816 = -2788684.261606
  nChanged 23
		SP:Iteration 48Q (131701.370000 sec): 3 clusters
  Score: Raw -2792114.073853 + Penalty 3428.311816 = -2788685.762036
  nChanged 22
		SP:Iteration 49Q (131701.830000 sec): 3 clusters
  Score: Raw -2792115.508382 + Penalty 3428.311816 = -2788687.196565
  nChanged 14
		SP:Iteration 50Q (131702.260000 sec): 3 clusters
  Score: Raw -2792116.212720 + Penalty 3428.311816 = -2788687.900903
  nChanged 11
		SP:Iteration 51Q (131702.690000 sec): 3 clusters
  Score: Raw -2792116.807233 + Penalty 3428.311816 = -2788688.495416
  nChanged 9
		SP:Iteration 52Q (131703.120000 sec): 3 clusters
  Score: Raw -2792117.315911 + Penalty 3428.311816 = -2788689.004094
  nChanged 11
		SP:Iteration 53Q (131703.580000 sec): 3 clusters
  Score: Raw -2792117.657762 + Penalty 3428.311816 = -2788689.345946
  nChanged 7
		SP:Iteration 54Q (131704.060000 sec): 3 clusters
  Score: Raw -2792117.962575 + Penalty 3428.311816 = -2788689.650758
  nChanged 7
		SP:Iteration 55Q (131704.490000 sec): 3 clusters
  Score: Raw -2792118.431130 + Penalty 3428.311816 = -2788690.119314
  nChanged 7
		SP:Iteration 56Q (131704.910000 sec): 3 clusters
  Score: Raw -2792118.858594 + Penalty 3428.311816 = -2788690.546777
  nChanged 9
		SP:Iteration 57Q (131705.340000 sec): 3 clusters
  Score: Raw -2792119.462648 + Penalty 3428.311816 = -2788691.150832
  nChanged 9
		SP:Iteration 58Q (131705.740000 sec): 3 clusters
  Score: Raw -2792120.279931 + Penalty 3428.311816 = -2788691.968115
  nChanged 12
		SP:Iteration 59Q (131706.170000 sec): 3 clusters
  Score: Raw -2792121.523789 + Penalty 3428.311816 = -2788693.211973
  nChanged 21
		SP:Iteration 60F (131706.600000 sec): 3 clusters
  Score: Raw -2792122.914688 + Penalty 3428.311816 = -2788694.602871
  nChanged 23
		SP:Iteration 61Q (131707.060000 sec): 3 clusters
  Score: Raw -2792124.779726 + Penalty 3428.311816 = -2788696.467909
  nChanged 26
		SP:Iteration 62Q (131707.490000 sec): 3 clusters
  Score: Raw -2792126.381900 + Penalty 3428.311816 = -2788698.070084
  nChanged 19
		SP:Iteration 63Q (131707.920000 sec): 3 clusters
  Score: Raw -2792127.654048 + Penalty 3428.311816 = -2788699.342231
  nChanged 19
		SP:Iteration 64Q (131708.340000 sec): 3 clusters
  Score: Raw -2792128.780740 + Penalty 3428.311816 = -2788700.468924
  nChanged 15
		SP:Iteration 65Q (131708.770000 sec): 3 clusters
  Score: Raw -2792129.613123 + Penalty 3428.311816 = -2788701.301307
  nChanged 16
		SP:Iteration 66Q (131709.200000 sec): 3 clusters
  Score: Raw -2792130.328904 + Penalty 3428.311816 = -2788702.017088
  nChanged 9
		SP:Iteration 67Q (131709.630000 sec): 3 clusters
  Score: Raw -2792130.734481 + Penalty 3428.311816 = -2788702.422664
  nChanged 14
		SP:Iteration 68Q (131710.100000 sec): 3 clusters
  Score: Raw -2792131.577338 + Penalty 3428.311816 = -2788703.265522
  nChanged 12
		SP:Iteration 69Q (131710.560000 sec): 3 clusters
  Score: Raw -2792132.223104 + Penalty 3428.311816 = -2788703.911288
  nChanged 11
		SP:Iteration 70Q (131711.030000 sec): 3 clusters
  Score: Raw -2792132.673283 + Penalty 3428.311816 = -2788704.361466
  nChanged 7
		SP:Iteration 71Q (131711.500000 sec): 3 clusters
  Score: Raw -2792133.057579 + Penalty 3428.311816 = -2788704.745763
  nChanged 8
		SP:Iteration 72Q (131711.970000 sec): 3 clusters
  Score: Raw -2792133.551444 + Penalty 3428.311816 = -2788705.239627
  nChanged 10
		SP:Iteration 73Q (131712.340000 sec): 3 clusters
  Score: Raw -2792133.955128 + Penalty 3428.311816 = -2788705.643311
  nChanged 8
		SP:Iteration 74Q (131712.780000 sec): 3 clusters
  Score: Raw -2792134.263997 + Penalty 3428.311816 = -2788705.952181
  nChanged 6
		SP:Iteration 75Q (131713.210000 sec): 3 clusters
  Score: Raw -2792134.506958 + Penalty 3428.311816 = -2788706.195141
  nChanged 6
		SP:Iteration 76Q (131713.650000 sec): 3 clusters
  Score: Raw -2792134.677605 + Penalty 3428.311816 = -2788706.365789
  nChanged 2
		SP:Iteration 77Q (131714.090000 sec): 3 clusters
  Score: Raw -2792134.728364 + Penalty 3428.311816 = -2788706.416547
  nChanged 2
		SP:Iteration 78Q (131714.520000 sec): 3 clusters
  Score: Raw -2792134.778887 + Penalty 3428.311816 = -2788706.467071
  nChanged 2
		SP:Iteration 79Q (131714.990000 sec): 3 clusters
  Score: Raw -2792134.808848 + Penalty 3428.311816 = -2788706.497032
  nChanged 1
		SP:Iteration 80F (131715.410000 sec): 3 clusters
  Score: Raw -2792134.837960 + Penalty 3428.311816 = -2788706.526144
  nChanged 1
		SP:Iteration 81Q (131715.860000 sec): 3 clusters
  Score: Raw -2792134.847535 + Penalty 3428.311816 = -2788706.535719
  nChanged 0
		SP:Iteration 82F (131716.280000 sec): 3 clusters
  Score: Raw -2792134.847535 + Penalty 3428.311816 = -2788706.535719
  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 10.71 GB.

 Trying to split cluster 8 (47291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131716.610000 sec): 2 clusters
  Score: Raw -3816301.453288 + Penalty 1749.162233 = -3814552.291055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131717.080000 sec): 3 clusters
  Score: Raw -3786295.748408 + Penalty 3498.324466 = -3782797.423941
  nChanged 22225
		SP:Iteration 1F (131717.510000 sec): 3 clusters
  Score: Raw -3800855.006090 + Penalty 3498.324466 = -3797356.681624
  nChanged 4020
		SP:Iteration 2F (131717.980000 sec): 3 clusters
  Score: Raw -3805321.753274 + Penalty 3498.324466 = -3801823.428807
  nChanged 5325
		SP:Iteration 3F (131718.430000 sec): 3 clusters
  Score: Raw -3811813.828915 + Penalty 3498.324466 = -3808315.504449
  nChanged 5173
		SP:Iteration 4F (131718.890000 sec): 3 clusters
  Score: Raw -3818077.713932 + Penalty 3498.324466 = -3814579.389466
  nChanged 3699
		SP:Iteration 5F (131719.330000 sec): 3 clusters
  Score: Raw -3822928.238820 + Penalty 3498.324466 = -3819429.914354
  nChanged 2573
		SP:Iteration 6F (131719.820000 sec): 3 clusters
  Score: Raw -3826750.859086 + Penalty 3498.324466 = -3823252.534620
  nChanged 1785
		SP:Iteration 7Q (131720.300000 sec): 3 clusters
  Score: Raw -3828540.302171 + Penalty 3498.324466 = -3825041.977704
  nChanged 960
		SP:Iteration 8Q (131720.800000 sec): 3 clusters
  Score: Raw -3829142.939375 + Penalty 3498.324466 = -3825644.614909
  nChanged 574
		SP:Iteration 9Q (131721.320000 sec): 3 clusters
  Score: Raw -3829374.038522 + Penalty 3498.324466 = -3825875.714055
  nChanged 326
		SP:Iteration 10Q (131721.770000 sec): 3 clusters
  Score: Raw -3829470.679199 + Penalty 3498.324466 = -3825972.354733
  nChanged 240
		SP:Iteration 11Q (131722.310000 sec): 3 clusters
  Score: Raw -3829531.466906 + Penalty 3498.324466 = -3826033.142439
  nChanged 210
		SP:Iteration 12Q (131722.780000 sec): 3 clusters
  Score: Raw -3829587.380144 + Penalty 3498.324466 = -3826089.055678
  nChanged 202
		SP:Iteration 13Q (131723.310000 sec): 3 clusters
  Score: Raw -3829642.123274 + Penalty 3498.324466 = -3826143.798807
  nChanged 203
		SP:Iteration 14Q (131723.810000 sec): 3 clusters
  Score: Raw -3829702.799986 + Penalty 3498.324466 = -3826204.475519
  nChanged 206
		SP:Iteration 15Q (131724.350000 sec): 3 clusters
  Score: Raw -3829793.622814 + Penalty 3498.324466 = -3826295.298348
  nChanged 261
		SP:Iteration 16Q (131724.830000 sec): 3 clusters
  Score: Raw -3829950.933465 + Penalty 3498.324466 = -3826452.608999
  nChanged 321
		SP:Iteration 17Q (131725.330000 sec): 3 clusters
  Score: Raw -3830204.149307 + Penalty 3498.324466 = -3826705.824841
  nChanged 344
		SP:Iteration 18Q (131725.810000 sec): 3 clusters
  Score: Raw -3830482.762491 + Penalty 3498.324466 = -3826984.438025
  nChanged 314
		SP:Iteration 19Q (131726.300000 sec): 3 clusters
  Score: Raw -3830681.594521 + Penalty 3498.324466 = -3827183.270055
  nChanged 250
		SP:Iteration 20F (131726.800000 sec): 3 clusters
  Score: Raw -3830787.586556 + Penalty 3498.324466 = -3827289.262089
  nChanged 148
		SP:Iteration 21Q (131727.280000 sec): 3 clusters
  Score: Raw -3830829.897450 + Penalty 3498.324466 = -3827331.572984
  nChanged 121
		SP:Iteration 22Q (131727.750000 sec): 3 clusters
  Score: Raw -3830863.402008 + Penalty 3498.324466 = -3827365.077542
  nChanged 109
		SP:Iteration 23Q (131728.290000 sec): 3 clusters
  Score: Raw -3830887.673775 + Penalty 3498.324466 = -3827389.349309
  nChanged 88
		SP:Iteration 24Q (131728.750000 sec): 3 clusters
  Score: Raw -3830905.987891 + Penalty 3498.324466 = -3827407.663425
  nChanged 57
		SP:Iteration 25Q (131729.210000 sec): 3 clusters
  Score: Raw -3830915.419579 + Penalty 3498.324466 = -3827417.095112
  nChanged 36
		SP:Iteration 26Q (131729.710000 sec): 3 clusters
  Score: Raw -3830919.481486 + Penalty 3498.324466 = -3827421.157019
  nChanged 22
		SP:Iteration 27Q (131730.160000 sec): 3 clusters
  Score: Raw -3830921.503399 + Penalty 3498.324466 = -3827423.178933
  nChanged 18
		SP:Iteration 28Q (131730.670000 sec): 3 clusters
  Score: Raw -3830922.437456 + Penalty 3498.324466 = -3827424.112989
  nChanged 11
		SP:Iteration 29Q (131731.140000 sec): 3 clusters
  Score: Raw -3830922.925201 + Penalty 3498.324466 = -3827424.600735
  nChanged 9
		SP:Iteration 30Q (131731.640000 sec): 3 clusters
  Score: Raw -3830923.343833 + Penalty 3498.324466 = -3827425.019367
  nChanged 9
		SP:Iteration 31Q (131732.130000 sec): 3 clusters
  Score: Raw -3830923.721429 + Penalty 3498.324466 = -3827425.396963
  nChanged 7
		SP:Iteration 32Q (131732.620000 sec): 3 clusters
  Score: Raw -3830923.965637 + Penalty 3498.324466 = -3827425.641170
  nChanged 6
		SP:Iteration 33Q (131733.120000 sec): 3 clusters
  Score: Raw -3830924.163840 + Penalty 3498.324466 = -3827425.839374
  nChanged 3
		SP:Iteration 34Q (131733.610000 sec): 3 clusters
  Score: Raw -3830924.327475 + Penalty 3498.324466 = -3827426.003009
  nChanged 2
		SP:Iteration 35Q (131734.100000 sec): 3 clusters
  Score: Raw -3830924.406172 + Penalty 3498.324466 = -3827426.081705
  nChanged 2
		SP:Iteration 36Q (131734.590000 sec): 3 clusters
  Score: Raw -3830924.446391 + Penalty 3498.324466 = -3827426.121925
  nChanged 0
		SP:Iteration 37F (131735.070000 sec): 3 clusters
  Score: Raw -3830924.446391 + Penalty 3498.324466 = -3827426.121925
  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 10.71 GB.

 Trying to split cluster 9 (36356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131735.340000 sec): 2 clusters
  Score: Raw -3115729.565172 + Penalty 1706.431111 = -3114023.134061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131735.720000 sec): 3 clusters
  Score: Raw -3093061.814885 + Penalty 3412.862223 = -3089648.952662
  nChanged 16938
		SP:Iteration 1F (131736.160000 sec): 3 clusters
  Score: Raw -3102903.167734 + Penalty 3412.862223 = -3099490.305511
  nChanged 1960
		SP:Iteration 2F (131736.540000 sec): 3 clusters
  Score: Raw -3103872.780526 + Penalty 3412.862223 = -3100459.918304
  nChanged 2244
		SP:Iteration 3F (131736.950000 sec): 3 clusters
  Score: Raw -3105207.831592 + Penalty 3412.862223 = -3101794.969369
  nChanged 2646
		SP:Iteration 4F (131737.350000 sec): 3 clusters
  Score: Raw -3107037.091176 + Penalty 3412.862223 = -3103624.228953
  nChanged 2924
		SP:Iteration 5F (131737.750000 sec): 3 clusters
  Score: Raw -3109288.290128 + Penalty 3412.862223 = -3105875.427905
  nChanged 2758
		SP:Iteration 6F (131738.160000 sec): 3 clusters
  Score: Raw -3111350.866465 + Penalty 3412.862223 = -3107938.004243
  nChanged 2145
		SP:Iteration 7F (131738.550000 sec): 3 clusters
  Score: Raw -3112710.546544 + Penalty 3412.862223 = -3109297.684322
  nChanged 1544
		SP:Iteration 8Q (131738.990000 sec): 3 clusters
  Score: Raw -3113575.201671 + Penalty 3412.862223 = -3110162.339448
  nChanged 1169
		SP:Iteration 9Q (131739.370000 sec): 3 clusters
  Score: Raw -3114280.938278 + Penalty 3412.862223 = -3110868.076056
  nChanged 931
		SP:Iteration 10Q (131739.750000 sec): 3 clusters
  Score: Raw -3114919.072801 + Penalty 3412.862223 = -3111506.210578
  nChanged 809
		SP:Iteration 11Q (131740.120000 sec): 3 clusters
  Score: Raw -3115571.478411 + Penalty 3412.862223 = -3112158.616188
  nChanged 722
		SP:Iteration 12Q (131740.530000 sec): 3 clusters
  Score: Raw -3116190.603980 + Penalty 3412.862223 = -3112777.741757
  nChanged 633
		SP:Iteration 13Q (131740.940000 sec): 3 clusters
  Score: Raw -3116696.492696 + Penalty 3412.862223 = -3113283.630473
  nChanged 513
		SP:Iteration 14Q (131741.350000 sec): 3 clusters
  Score: Raw -3117034.043504 + Penalty 3412.862223 = -3113621.181281
  nChanged 410
		SP:Iteration 15Q (131741.730000 sec): 3 clusters
  Score: Raw -3117267.054970 + Penalty 3412.862223 = -3113854.192747
  nChanged 350
		SP:Iteration 16Q (131742.130000 sec): 3 clusters
  Score: Raw -3117441.852594 + Penalty 3412.862223 = -3114028.990371
  nChanged 277
		SP:Iteration 17Q (131742.550000 sec): 3 clusters
  Score: Raw -3117561.419637 + Penalty 3412.862223 = -3114148.557414
  nChanged 242
		SP:Iteration 18Q (131742.950000 sec): 3 clusters
  Score: Raw -3117649.509313 + Penalty 3412.862223 = -3114236.647090
  nChanged 204
		SP:Iteration 19Q (131743.360000 sec): 3 clusters
  Score: Raw -3117716.803503 + Penalty 3412.862223 = -3114303.941280
  nChanged 188
		SP:Iteration 20F (131743.770000 sec): 3 clusters
  Score: Raw -3117774.813782 + Penalty 3412.862223 = -3114361.951559
  nChanged 161
		SP:Iteration 21Q (131744.150000 sec): 3 clusters
  Score: Raw -3117815.536308 + Penalty 3412.862223 = -3114402.674086
  nChanged 152
		SP:Iteration 22Q (131744.530000 sec): 3 clusters
  Score: Raw -3117848.490286 + Penalty 3412.862223 = -3114435.628063
  nChanged 126
		SP:Iteration 23Q (131744.900000 sec): 3 clusters
  Score: Raw -3117874.322497 + Penalty 3412.862223 = -3114461.460275
  nChanged 98
		SP:Iteration 24Q (131745.280000 sec): 3 clusters
  Score: Raw -3117889.990077 + Penalty 3412.862223 = -3114477.127854
  nChanged 80
		SP:Iteration 25Q (131745.660000 sec): 3 clusters
  Score: Raw -3117901.187869 + Penalty 3412.862223 = -3114488.325646
  nChanged 70
		SP:Iteration 26Q (131746.040000 sec): 3 clusters
  Score: Raw -3117910.120712 + Penalty 3412.862223 = -3114497.258489
  nChanged 65
		SP:Iteration 27Q (131746.420000 sec): 3 clusters
  Score: Raw -3117917.459140 + Penalty 3412.862223 = -3114504.596917
  nChanged 39
		SP:Iteration 28Q (131746.800000 sec): 3 clusters
  Score: Raw -3117921.872939 + Penalty 3412.862223 = -3114509.010717
  nChanged 45
		SP:Iteration 29Q (131747.210000 sec): 3 clusters
  Score: Raw -3117926.608350 + Penalty 3412.862223 = -3114513.746127
  nChanged 32
		SP:Iteration 30Q (131747.620000 sec): 3 clusters
  Score: Raw -3117929.781025 + Penalty 3412.862223 = -3114516.918802
  nChanged 32
		SP:Iteration 31Q (131748.030000 sec): 3 clusters
  Score: Raw -3117933.240766 + Penalty 3412.862223 = -3114520.378543
  nChanged 30
		SP:Iteration 32Q (131748.430000 sec): 3 clusters
  Score: Raw -3117936.464383 + Penalty 3412.862223 = -3114523.602161
  nChanged 24
		SP:Iteration 33Q (131748.810000 sec): 3 clusters
  Score: Raw -3117938.714170 + Penalty 3412.862223 = -3114525.851947
  nChanged 26
		SP:Iteration 34Q (131749.200000 sec): 3 clusters
  Score: Raw -3117941.654837 + Penalty 3412.862223 = -3114528.792614
  nChanged 34
		SP:Iteration 35Q (131749.580000 sec): 3 clusters
  Score: Raw -3117945.606370 + Penalty 3412.862223 = -3114532.744148
  nChanged 24
		SP:Iteration 36Q (131750.000000 sec): 3 clusters
  Score: Raw -3117947.699505 + Penalty 3412.862223 = -3114534.837283
  nChanged 22
		SP:Iteration 37Q (131750.380000 sec): 3 clusters
  Score: Raw -3117949.116899 + Penalty 3412.862223 = -3114536.254676
  nChanged 20
		SP:Iteration 38Q (131750.780000 sec): 3 clusters
  Score: Raw -3117950.505494 + Penalty 3412.862223 = -3114537.643272
  nChanged 13
		SP:Iteration 39Q (131751.170000 sec): 3 clusters
  Score: Raw -3117951.485869 + Penalty 3412.862223 = -3114538.623646
  nChanged 12
		SP:Iteration 40F (131751.570000 sec): 3 clusters
  Score: Raw -3117952.391424 + Penalty 3412.862223 = -3114539.529202
  nChanged 11
		SP:Iteration 41Q (131751.980000 sec): 3 clusters
  Score: Raw -3117953.068366 + Penalty 3412.862223 = -3114540.206143
  nChanged 12
		SP:Iteration 42Q (131752.390000 sec): 3 clusters
  Score: Raw -3117953.833343 + Penalty 3412.862223 = -3114540.971120
  nChanged 6
		SP:Iteration 43Q (131752.800000 sec): 3 clusters
  Score: Raw -3117954.341398 + Penalty 3412.862223 = -3114541.479176
  nChanged 5
		SP:Iteration 44Q (131753.210000 sec): 3 clusters
  Score: Raw -3117954.700274 + Penalty 3412.862223 = -3114541.838052
  nChanged 3
		SP:Iteration 45Q (131753.600000 sec): 3 clusters
  Score: Raw -3117954.869725 + Penalty 3412.862223 = -3114542.007502
  nChanged 5
		SP:Iteration 46Q (131754.010000 sec): 3 clusters
  Score: Raw -3117955.066733 + Penalty 3412.862223 = -3114542.204511
  nChanged 2
		SP:Iteration 47Q (131754.410000 sec): 3 clusters
  Score: Raw -3117955.139636 + Penalty 3412.862223 = -3114542.277413
  nChanged 1
		SP:Iteration 48Q (131754.810000 sec): 3 clusters
  Score: Raw -3117955.151152 + Penalty 3412.862223 = -3114542.288929
  nChanged 1
		SP:Iteration 49Q (131755.190000 sec): 3 clusters
  Score: Raw -3117955.173244 + Penalty 3412.862223 = -3114542.311022
  nChanged 1
		SP:Iteration 50Q (131755.600000 sec): 3 clusters
  Score: Raw -3117955.215944 + Penalty 3412.862223 = -3114542.353722
  nChanged 3
		SP:Iteration 51Q (131756.010000 sec): 3 clusters
  Score: Raw -3117955.327851 + Penalty 3412.862223 = -3114542.465629
  nChanged 2
		SP:Iteration 52Q (131756.390000 sec): 3 clusters
  Score: Raw -3117955.406637 + Penalty 3412.862223 = -3114542.544414
  nChanged 0
		SP:Iteration 53F (131756.770000 sec): 3 clusters
  Score: Raw -3117955.406637 + Penalty 3412.862223 = -3114542.544414
  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 10.71 GB.

 Trying to split cluster 10 (99476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131757.350000 sec): 2 clusters
  Score: Raw -8077893.690840 + Penalty 1869.996649 = -8076023.694191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131758.140000 sec): 3 clusters
  Score: Raw -8013486.621142 + Penalty 3739.993299 = -8009746.627843
  nChanged 47551
		SP:Iteration 1F (131758.910000 sec): 3 clusters
  Score: Raw -8042599.892143 + Penalty 3739.993299 = -8038859.898845
  nChanged 5757
		SP:Iteration 2F (131759.710000 sec): 3 clusters
  Score: Raw -8046118.302620 + Penalty 3739.993299 = -8042378.309321
  nChanged 7233
		SP:Iteration 3F (131760.520000 sec): 3 clusters
  Score: Raw -8051684.214730 + Penalty 3739.993299 = -8047944.221431
  nChanged 8274
		SP:Iteration 4F (131761.320000 sec): 3 clusters
  Score: Raw -8058773.864284 + Penalty 3739.993299 = -8055033.870985
  nChanged 7626
		SP:Iteration 5F (131762.120000 sec): 3 clusters
  Score: Raw -8064988.898549 + Penalty 3739.993299 = -8061248.905251
  nChanged 6075
		SP:Iteration 6F (131762.880000 sec): 3 clusters
  Score: Raw -8069437.336400 + Penalty 3739.993299 = -8065697.343102
  nChanged 4256
		SP:Iteration 7Q (131763.790000 sec): 3 clusters
  Score: Raw -8072343.392407 + Penalty 3739.993299 = -8068603.399109
  nChanged 3077
		SP:Iteration 8Q (131764.680000 sec): 3 clusters
  Score: Raw -8074446.522395 + Penalty 3739.993299 = -8070706.529096
  nChanged 2184
		SP:Iteration 9Q (131765.540000 sec): 3 clusters
  Score: Raw -8075863.005560 + Penalty 3739.993299 = -8072123.012261
  nChanged 1766
		SP:Iteration 10Q (131766.350000 sec): 3 clusters
  Score: Raw -8076822.406600 + Penalty 3739.993299 = -8073082.413302
  nChanged 1418
		SP:Iteration 11Q (131767.270000 sec): 3 clusters
  Score: Raw -8077515.845853 + Penalty 3739.993299 = -8073775.852554
  nChanged 1296
		SP:Iteration 12Q (131768.120000 sec): 3 clusters
  Score: Raw -8078129.053892 + Penalty 3739.993299 = -8074389.060593
  nChanged 1180
		SP:Iteration 13Q (131769.020000 sec): 3 clusters
  Score: Raw -8078628.464377 + Penalty 3739.993299 = -8074888.471079
  nChanged 1040
		SP:Iteration 14Q (131769.840000 sec): 3 clusters
  Score: Raw -8079037.015498 + Penalty 3739.993299 = -8075297.022199
  nChanged 922
		SP:Iteration 15Q (131770.650000 sec): 3 clusters
  Score: Raw -8079382.019489 + Penalty 3739.993299 = -8075642.026190
  nChanged 772
		SP:Iteration 16Q (131771.400000 sec): 3 clusters
  Score: Raw -8079641.514970 + Penalty 3739.993299 = -8075901.521672
  nChanged 707
		SP:Iteration 17Q (131772.220000 sec): 3 clusters
  Score: Raw -8079865.049062 + Penalty 3739.993299 = -8076125.055763
  nChanged 642
		SP:Iteration 18Q (131773.040000 sec): 3 clusters
  Score: Raw -8080059.088582 + Penalty 3739.993299 = -8076319.095283
  nChanged 579
		SP:Iteration 19Q (131773.830000 sec): 3 clusters
  Score: Raw -8080226.163265 + Penalty 3739.993299 = -8076486.169967
  nChanged 537
		SP:Iteration 20F (131774.650000 sec): 3 clusters
  Score: Raw -8080376.167647 + Penalty 3739.993299 = -8076636.174348
  nChanged 430
		SP:Iteration 21Q (131775.510000 sec): 3 clusters
  Score: Raw -8080479.857239 + Penalty 3739.993299 = -8076739.863940
  nChanged 380
		SP:Iteration 22Q (131776.340000 sec): 3 clusters
  Score: Raw -8080561.515789 + Penalty 3739.993299 = -8076821.522490
  nChanged 313
		SP:Iteration 23Q (131777.160000 sec): 3 clusters
  Score: Raw -8080618.707824 + Penalty 3739.993299 = -8076878.714525
  nChanged 274
		SP:Iteration 24Q (131777.980000 sec): 3 clusters
  Score: Raw -8080667.811610 + Penalty 3739.993299 = -8076927.818311
  nChanged 272
		SP:Iteration 25Q (131778.810000 sec): 3 clusters
  Score: Raw -8080714.816304 + Penalty 3739.993299 = -8076974.823005
  nChanged 256
		SP:Iteration 26Q (131779.630000 sec): 3 clusters
  Score: Raw -8080755.276995 + Penalty 3739.993299 = -8077015.283696
  nChanged 210
		SP:Iteration 27Q (131780.450000 sec): 3 clusters
  Score: Raw -8080786.128076 + Penalty 3739.993299 = -8077046.134778
  nChanged 172
		SP:Iteration 28Q (131781.250000 sec): 3 clusters
  Score: Raw -8080811.359605 + Penalty 3739.993299 = -8077071.366306
  nChanged 154
		SP:Iteration 29Q (131782.090000 sec): 3 clusters
  Score: Raw -8080830.358051 + Penalty 3739.993299 = -8077090.364752
  nChanged 128
		SP:Iteration 30Q (131782.900000 sec): 3 clusters
  Score: Raw -8080845.207161 + Penalty 3739.993299 = -8077105.213862
  nChanged 124
		SP:Iteration 31Q (131783.750000 sec): 3 clusters
  Score: Raw -8080858.928465 + Penalty 3739.993299 = -8077118.935167
  nChanged 108
		SP:Iteration 32Q (131784.580000 sec): 3 clusters
  Score: Raw -8080872.073100 + Penalty 3739.993299 = -8077132.079801
  nChanged 107
		SP:Iteration 33Q (131785.430000 sec): 3 clusters
  Score: Raw -8080885.369252 + Penalty 3739.993299 = -8077145.375954
  nChanged 93
		SP:Iteration 34Q (131786.250000 sec): 3 clusters
  Score: Raw -8080894.002378 + Penalty 3739.993299 = -8077154.009080
  nChanged 59
		SP:Iteration 35Q (131787.100000 sec): 3 clusters
  Score: Raw -8080899.520082 + Penalty 3739.993299 = -8077159.526784
  nChanged 54
		SP:Iteration 36Q (131787.950000 sec): 3 clusters
  Score: Raw -8080904.629795 + Penalty 3739.993299 = -8077164.636497
  nChanged 50
		SP:Iteration 37Q (131788.840000 sec): 3 clusters
  Score: Raw -8080908.228542 + Penalty 3739.993299 = -8077168.235243
  nChanged 48
		SP:Iteration 38Q (131789.660000 sec): 3 clusters
  Score: Raw -8080911.906758 + Penalty 3739.993299 = -8077171.913460
  nChanged 33
		SP:Iteration 39Q (131790.480000 sec): 3 clusters
  Score: Raw -8080914.203532 + Penalty 3739.993299 = -8077174.210233
  nChanged 26
		SP:Iteration 40F (131791.310000 sec): 3 clusters
  Score: Raw -8080915.630904 + Penalty 3739.993299 = -8077175.637606
  nChanged 16
		SP:Iteration 41Q (131792.130000 sec): 3 clusters
  Score: Raw -8080916.394187 + Penalty 3739.993299 = -8077176.400889
  nChanged 11
		SP:Iteration 42Q (131792.970000 sec): 3 clusters
  Score: Raw -8080917.090429 + Penalty 3739.993299 = -8077177.097131
  nChanged 11
		SP:Iteration 43Q (131793.780000 sec): 3 clusters
  Score: Raw -8080917.768374 + Penalty 3739.993299 = -8077177.775076
  nChanged 11
		SP:Iteration 44Q (131794.610000 sec): 3 clusters
  Score: Raw -8080918.361162 + Penalty 3739.993299 = -8077178.367864
  nChanged 5
		SP:Iteration 45Q (131795.440000 sec): 3 clusters
  Score: Raw -8080918.715611 + Penalty 3739.993299 = -8077178.722312
  nChanged 8
		SP:Iteration 46Q (131796.270000 sec): 3 clusters
  Score: Raw -8080919.130736 + Penalty 3739.993299 = -8077179.137438
  nChanged 11
		SP:Iteration 47Q (131797.090000 sec): 3 clusters
  Score: Raw -8080920.068586 + Penalty 3739.993299 = -8077180.075287
  nChanged 12
		SP:Iteration 48Q (131797.920000 sec): 3 clusters
  Score: Raw -8080921.163280 + Penalty 3739.993299 = -8077181.169982
  nChanged 20
		SP:Iteration 49Q (131798.800000 sec): 3 clusters
  Score: Raw -8080922.790589 + Penalty 3739.993299 = -8077182.797290
  nChanged 27
		SP:Iteration 50Q (131799.620000 sec): 3 clusters
  Score: Raw -8080924.966844 + Penalty 3739.993299 = -8077184.973546
  nChanged 32
		SP:Iteration 51Q (131800.440000 sec): 3 clusters
  Score: Raw -8080927.633017 + Penalty 3739.993299 = -8077187.639718
  nChanged 29
		SP:Iteration 52Q (131801.270000 sec): 3 clusters
  Score: Raw -8080930.593587 + Penalty 3739.993299 = -8077190.600289
  nChanged 39
		SP:Iteration 53Q (131802.100000 sec): 3 clusters
  Score: Raw -8080934.523949 + Penalty 3739.993299 = -8077194.530650
  nChanged 33
		SP:Iteration 54Q (131802.870000 sec): 3 clusters
  Score: Raw -8080937.390828 + Penalty 3739.993299 = -8077197.397529
  nChanged 35
		SP:Iteration 55Q (131803.760000 sec): 3 clusters
  Score: Raw -8080939.282470 + Penalty 3739.993299 = -8077199.289172
  nChanged 24
		SP:Iteration 56Q (131804.580000 sec): 3 clusters
  Score: Raw -8080940.668955 + Penalty 3739.993299 = -8077200.675656
  nChanged 16
		SP:Iteration 57Q (131805.400000 sec): 3 clusters
  Score: Raw -8080941.722386 + Penalty 3739.993299 = -8077201.729087
  nChanged 14
		SP:Iteration 58Q (131806.240000 sec): 3 clusters
  Score: Raw -8080942.474000 + Penalty 3739.993299 = -8077202.480701
  nChanged 13
		SP:Iteration 59Q (131807.060000 sec): 3 clusters
  Score: Raw -8080943.133588 + Penalty 3739.993299 = -8077203.140289
  nChanged 13
		SP:Iteration 60F (131807.890000 sec): 3 clusters
  Score: Raw -8080944.056957 + Penalty 3739.993299 = -8077204.063659
  nChanged 17
		SP:Iteration 61Q (131808.680000 sec): 3 clusters
  Score: Raw -8080945.166623 + Penalty 3739.993299 = -8077205.173325
  nChanged 12
		SP:Iteration 62Q (131809.550000 sec): 3 clusters
  Score: Raw -8080945.875593 + Penalty 3739.993299 = -8077205.882294
  nChanged 9
		SP:Iteration 63Q (131810.350000 sec): 3 clusters
  Score: Raw -8080946.434849 + Penalty 3739.993299 = -8077206.441551
  nChanged 8
		SP:Iteration 64Q (131811.170000 sec): 3 clusters
  Score: Raw -8080946.844060 + Penalty 3739.993299 = -8077206.850761
  nChanged 9
		SP:Iteration 65Q (131812.040000 sec): 3 clusters
  Score: Raw -8080947.376806 + Penalty 3739.993299 = -8077207.383507
  nChanged 6
		SP:Iteration 66Q (131812.860000 sec): 3 clusters
  Score: Raw -8080947.591362 + Penalty 3739.993299 = -8077207.598063
  nChanged 3
		SP:Iteration 67Q (131813.690000 sec): 3 clusters
  Score: Raw -8080947.683233 + Penalty 3739.993299 = -8077207.689935
  nChanged 0
		SP:Iteration 68F (131814.520000 sec): 3 clusters
  Score: Raw -8080947.683233 + Penalty 3739.993299 = -8077207.689935
  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 10.71 GB.

 Trying to split cluster 11 (3841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131814.620000 sec): 2 clusters
  Score: Raw -278470.892859 + Penalty 1341.191805 = -277129.701055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131814.800000 sec): 3 clusters
  Score: Raw -277152.811505 + Penalty 2682.383609 = -274470.427896
  nChanged 1665
		SP:Iteration 1F (131814.980000 sec): 3 clusters
  Score: Raw -284298.519797 + Penalty 2682.383609 = -281616.136188
  nChanged 687
		SP:Iteration 2F (131815.150000 sec): 3 clusters
  Score: Raw -289097.788615 + Penalty 2682.383609 = -286415.405005
  nChanged 173
		SP:Iteration 3Q (131815.330000 sec): 3 clusters
  Score: Raw -289538.649389 + Penalty 2682.383609 = -286856.265780
  nChanged 52
		SP:Iteration 4Q (131815.500000 sec): 3 clusters
  Score: Raw -289656.215799 + Penalty 2682.383609 = -286973.832190
  nChanged 30
		SP:Iteration 5Q (131815.680000 sec): 3 clusters
  Score: Raw -289753.256569 + Penalty 2682.383609 = -287070.872960
  nChanged 34
		SP:Iteration 6Q (131815.850000 sec): 3 clusters
  Score: Raw -289947.095846 + Penalty 2682.383609 = -287264.712237
  nChanged 36
		SP:Iteration 7Q (131816.030000 sec): 3 clusters
  Score: Raw -290217.989839 + Penalty 2682.383609 = -287535.606230
  nChanged 31
		SP:Iteration 8Q (131816.200000 sec): 3 clusters
  Score: Raw -290535.047126 + Penalty 2682.383609 = -287852.663517
  nChanged 28
		SP:Iteration 9Q (131816.380000 sec): 3 clusters
  Score: Raw -290726.709448 + Penalty 2682.383609 = -288044.325839
  nChanged 11
		SP:Iteration 10Q (131816.560000 sec): 3 clusters
  Score: Raw -290770.373767 + Penalty 2682.383609 = -288087.990157
  nChanged 7
		SP:Iteration 11Q (131816.730000 sec): 3 clusters
  Score: Raw -290781.051512 + Penalty 2682.383609 = -288098.667903
  nChanged 4
		SP:Iteration 12Q (131816.910000 sec): 3 clusters
  Score: Raw -290789.170609 + Penalty 2682.383609 = -288106.786999
  nChanged 3
		SP:Iteration 13Q (131817.080000 sec): 3 clusters
  Score: Raw -290795.224356 + Penalty 2682.383609 = -288112.840747
  nChanged 2
		SP:Iteration 14Q (131817.260000 sec): 3 clusters
  Score: Raw -290801.872679 + Penalty 2682.383609 = -288119.489070
  nChanged 1
		SP:Iteration 15Q (131817.430000 sec): 3 clusters
  Score: Raw -290802.625633 + Penalty 2682.383609 = -288120.242024
  nChanged 0
		SP:Iteration 16F (131817.590000 sec): 3 clusters
  Score: Raw -290802.661825 + Penalty 2682.383609 = -288120.278216
  nChanged 1
		SP:Iteration 17Q (131817.750000 sec): 3 clusters
  Score: Raw -290803.150386 + Penalty 2682.383609 = -288120.766777
  nChanged 1
		SP:Iteration 18Q (131817.910000 sec): 3 clusters
  Score: Raw -290803.754871 + Penalty 2682.383609 = -288121.371262
  nChanged 0
		SP:Iteration 19F (131818.070000 sec): 3 clusters
  Score: Raw -290803.754871 + Penalty 2682.383609 = -288121.371262
  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 10.71 GB.

 Trying to split cluster 12 (13328 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131818.210000 sec): 2 clusters
  Score: Raw -960922.414020 + Penalty 1543.363634 = -959379.050385
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131818.420000 sec): 3 clusters
  Score: Raw -953228.721404 + Penalty 3086.727268 = -950141.994135
  nChanged 5977
		SP:Iteration 1F (131818.650000 sec): 3 clusters
  Score: Raw -959666.442982 + Penalty 3086.727268 = -956579.715714
  nChanged 2327
		SP:Iteration 2F (131818.850000 sec): 3 clusters
  Score: Raw -966932.563397 + Penalty 3086.727268 = -963845.836128
  nChanged 2061
		SP:Iteration 3F (131819.040000 sec): 3 clusters
  Score: Raw -973052.147128 + Penalty 3086.727268 = -969965.419859
  nChanged 1092
		SP:Iteration 4F (131819.290000 sec): 3 clusters
  Score: Raw -975211.781422 + Penalty 3086.727268 = -972125.054153
  nChanged 651
		SP:Iteration 5Q (131819.450000 sec): 3 clusters
  Score: Raw -976291.011659 + Penalty 3086.727268 = -973204.284391
  nChanged 454
		SP:Iteration 6Q (131819.660000 sec): 3 clusters
  Score: Raw -977040.133229 + Penalty 3086.727268 = -973953.405961
  nChanged 336
		SP:Iteration 7Q (131819.910000 sec): 3 clusters
  Score: Raw -977505.208570 + Penalty 3086.727268 = -974418.481301
  nChanged 194
		SP:Iteration 8Q (131820.150000 sec): 3 clusters
  Score: Raw -977665.355933 + Penalty 3086.727268 = -974578.628665
  nChanged 120
		SP:Iteration 9Q (131820.410000 sec): 3 clusters
  Score: Raw -977722.157298 + Penalty 3086.727268 = -974635.430030
  nChanged 67
		SP:Iteration 10Q (131820.600000 sec): 3 clusters
  Score: Raw -977747.287314 + Penalty 3086.727268 = -974660.560046
  nChanged 50
		SP:Iteration 11Q (131820.790000 sec): 3 clusters
  Score: Raw -977758.885358 + Penalty 3086.727268 = -974672.158089
  nChanged 30
		SP:Iteration 12Q (131821.040000 sec): 3 clusters
  Score: Raw -977764.366389 + Penalty 3086.727268 = -974677.639120
  nChanged 23
		SP:Iteration 13Q (131821.320000 sec): 3 clusters
  Score: Raw -977767.513093 + Penalty 3086.727268 = -974680.785825
  nChanged 19
		SP:Iteration 14Q (131821.480000 sec): 3 clusters
  Score: Raw -977770.400395 + Penalty 3086.727268 = -974683.673126
  nChanged 10
		SP:Iteration 15Q (131821.720000 sec): 3 clusters
  Score: Raw -977772.482652 + Penalty 3086.727268 = -974685.755384
  nChanged 7
		SP:Iteration 16Q (131821.950000 sec): 3 clusters
  Score: Raw -977773.453680 + Penalty 3086.727268 = -974686.726411
  nChanged 7
		SP:Iteration 17Q (131822.210000 sec): 3 clusters
  Score: Raw -977774.269872 + Penalty 3086.727268 = -974687.542604
  nChanged 5
		SP:Iteration 18Q (131822.460000 sec): 3 clusters
  Score: Raw -977774.588368 + Penalty 3086.727268 = -974687.861100
  nChanged 0
		SP:Iteration 19F (131822.700000 sec): 3 clusters
  Score: Raw -977774.588368 + Penalty 3086.727268 = -974687.861100
  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 10.71 GB.

 Trying to split cluster 13 (111262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131823.360000 sec): 2 clusters
  Score: Raw -9741576.209758 + Penalty 1888.191997 = -9739688.017761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131824.310000 sec): 3 clusters
  Score: Raw -9668908.182564 + Penalty 3776.383994 = -9665131.798570
  nChanged 53315
		SP:Iteration 1F (131825.150000 sec): 3 clusters
  Score: Raw -9701788.303188 + Penalty 3776.383994 = -9698011.919194
  nChanged 5152
		SP:Iteration 2Q (131826.160000 sec): 3 clusters
  Score: Raw -9704486.903979 + Penalty 3776.383994 = -9700710.519985
  nChanged 5973
		SP:Iteration 3F (131827.070000 sec): 3 clusters
  Score: Raw -9708064.589959 + Penalty 3776.383994 = -9704288.205964
  nChanged 6857
		SP:Iteration 4F (131827.990000 sec): 3 clusters
  Score: Raw -9712198.377196 + Penalty 3776.383994 = -9708421.993201
  nChanged 7462
		SP:Iteration 5F (131828.910000 sec): 3 clusters
  Score: Raw -9716951.570654 + Penalty 3776.383994 = -9713175.186660
  nChanged 7456
		SP:Iteration 6F (131829.750000 sec): 3 clusters
  Score: Raw -9722488.900005 + Penalty 3776.383994 = -9718712.516011
  nChanged 7236
		SP:Iteration 7F (131830.670000 sec): 3 clusters
  Score: Raw -9728542.358422 + Penalty 3776.383994 = -9724765.974428
  nChanged 6264
		SP:Iteration 8F (131831.550000 sec): 3 clusters
  Score: Raw -9734306.299434 + Penalty 3776.383994 = -9730529.915440
  nChanged 5580
		SP:Iteration 9F (131832.430000 sec): 3 clusters
  Score: Raw -9740442.976012 + Penalty 3776.383994 = -9736666.592017
  nChanged 5246
		SP:Iteration 10Q (131833.400000 sec): 3 clusters
  Score: Raw -9749274.007633 + Penalty 3776.383994 = -9745497.623639
  nChanged 5593
		SP:Iteration 11F (131834.250000 sec): 3 clusters
  Score: Raw -9766286.201733 + Penalty 3776.383994 = -9762509.817739
  nChanged 5835
		SP:Iteration 12F (131835.160000 sec): 3 clusters
  Score: Raw -9789323.623561 + Penalty 3776.383994 = -9785547.239567
  nChanged 4328
		SP:Iteration 13Q (131836.040000 sec): 3 clusters
  Score: Raw -9803565.973975 + Penalty 3776.383994 = -9799789.589981
  nChanged 1233
		SP:Iteration 14Q (131836.880000 sec): 3 clusters
  Score: Raw -9805339.311681 + Penalty 3776.383994 = -9801562.927687
  nChanged 477
		SP:Iteration 15Q (131837.750000 sec): 3 clusters
  Score: Raw -9805654.140282 + Penalty 3776.383994 = -9801877.756288
  nChanged 232
		SP:Iteration 16Q (131838.600000 sec): 3 clusters
  Score: Raw -9805730.223723 + Penalty 3776.383994 = -9801953.839729
  nChanged 122
		SP:Iteration 17Q (131839.510000 sec): 3 clusters
  Score: Raw -9805753.795226 + Penalty 3776.383994 = -9801977.411231
  nChanged 63
		SP:Iteration 18Q (131840.330000 sec): 3 clusters
  Score: Raw -9805759.873355 + Penalty 3776.383994 = -9801983.489361
  nChanged 28
		SP:Iteration 19Q (131841.240000 sec): 3 clusters
  Score: Raw -9805761.329086 + Penalty 3776.383994 = -9801984.945092
  nChanged 12
		SP:Iteration 20F (131842.080000 sec): 3 clusters
  Score: Raw -9805761.877757 + Penalty 3776.383994 = -9801985.493762
  nChanged 8
		SP:Iteration 21Q (131842.890000 sec): 3 clusters
  Score: Raw -9805762.107877 + Penalty 3776.383994 = -9801985.723883
  nChanged 9
		SP:Iteration 22Q (131843.740000 sec): 3 clusters
  Score: Raw -9805762.377264 + Penalty 3776.383994 = -9801985.993270
  nChanged 5
		SP:Iteration 23Q (131844.620000 sec): 3 clusters
  Score: Raw -9805762.494125 + Penalty 3776.383994 = -9801986.110130
  nChanged 0
		SP:Iteration 24F (131845.550000 sec): 3 clusters
  Score: Raw -9805762.494125 + Penalty 3776.383994 = -9801986.110130
  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 10.71 GB.

 Trying to split cluster 14 (30612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131845.790000 sec): 2 clusters
  Score: Raw -2418095.984977 + Penalty 1678.486447 = -2416417.498530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131846.110000 sec): 3 clusters
  Score: Raw -2399507.125681 + Penalty 3356.972895 = -2396150.152787
  nChanged 14145
		SP:Iteration 1F (131846.500000 sec): 3 clusters
  Score: Raw -2410740.244317 + Penalty 3356.972895 = -2407383.271422
  nChanged 3151
		SP:Iteration 2F (131846.830000 sec): 3 clusters
  Score: Raw -2414840.110362 + Penalty 3356.972895 = -2411483.137467
  nChanged 3443
		SP:Iteration 3F (131847.210000 sec): 3 clusters
  Score: Raw -2418818.073563 + Penalty 3356.972895 = -2415461.100668
  nChanged 2964
		SP:Iteration 4F (131847.580000 sec): 3 clusters
  Score: Raw -2421708.373028 + Penalty 3356.972895 = -2418351.400134
  nChanged 2087
		SP:Iteration 5F (131847.870000 sec): 3 clusters
  Score: Raw -2423305.436922 + Penalty 3356.972895 = -2419948.464027
  nChanged 1202
		SP:Iteration 6Q (131848.350000 sec): 3 clusters
  Score: Raw -2423900.560221 + Penalty 3356.972895 = -2420543.587326
  nChanged 712
		SP:Iteration 7Q (131848.730000 sec): 3 clusters
  Score: Raw -2424196.585152 + Penalty 3356.972895 = -2420839.612257
  nChanged 552
		SP:Iteration 8Q (131849.140000 sec): 3 clusters
  Score: Raw -2424441.103185 + Penalty 3356.972895 = -2421084.130291
  nChanged 448
		SP:Iteration 9Q (131849.530000 sec): 3 clusters
  Score: Raw -2424626.276914 + Penalty 3356.972895 = -2421269.304019
  nChanged 373
		SP:Iteration 10Q (131849.910000 sec): 3 clusters
  Score: Raw -2424795.964966 + Penalty 3356.972895 = -2421438.992071
  nChanged 403
		SP:Iteration 11Q (131850.320000 sec): 3 clusters
  Score: Raw -2424975.524346 + Penalty 3356.972895 = -2421618.551452
  nChanged 352
		SP:Iteration 12Q (131850.660000 sec): 3 clusters
  Score: Raw -2425156.350037 + Penalty 3356.972895 = -2421799.377142
  nChanged 333
		SP:Iteration 13Q (131851.080000 sec): 3 clusters
  Score: Raw -2425298.135819 + Penalty 3356.972895 = -2421941.162924
  nChanged 266
		SP:Iteration 14Q (131851.450000 sec): 3 clusters
  Score: Raw -2425379.105110 + Penalty 3356.972895 = -2422022.132215
  nChanged 216
		SP:Iteration 15Q (131851.860000 sec): 3 clusters
  Score: Raw -2425425.950466 + Penalty 3356.972895 = -2422068.977571
  nChanged 159
		SP:Iteration 16Q (131852.260000 sec): 3 clusters
  Score: Raw -2425449.353106 + Penalty 3356.972895 = -2422092.380212
  nChanged 121
		SP:Iteration 17Q (131852.630000 sec): 3 clusters
  Score: Raw -2425463.842913 + Penalty 3356.972895 = -2422106.870019
  nChanged 78
		SP:Iteration 18Q (131853.000000 sec): 3 clusters
  Score: Raw -2425472.970307 + Penalty 3356.972895 = -2422115.997413
  nChanged 77
		SP:Iteration 19Q (131853.410000 sec): 3 clusters
  Score: Raw -2425480.424760 + Penalty 3356.972895 = -2422123.451866
  nChanged 64
		SP:Iteration 20F (131853.780000 sec): 3 clusters
  Score: Raw -2425485.975743 + Penalty 3356.972895 = -2422129.002849
  nChanged 53
		SP:Iteration 21Q (131854.150000 sec): 3 clusters
  Score: Raw -2425489.516101 + Penalty 3356.972895 = -2422132.543206
  nChanged 37
		SP:Iteration 22Q (131854.520000 sec): 3 clusters
  Score: Raw -2425492.046058 + Penalty 3356.972895 = -2422135.073163
  nChanged 31
		SP:Iteration 23Q (131854.900000 sec): 3 clusters
  Score: Raw -2425493.911093 + Penalty 3356.972895 = -2422136.938198
  nChanged 17
		SP:Iteration 24Q (131855.270000 sec): 3 clusters
  Score: Raw -2425494.925469 + Penalty 3356.972895 = -2422137.952574
  nChanged 22
		SP:Iteration 25Q (131855.640000 sec): 3 clusters
  Score: Raw -2425495.995751 + Penalty 3356.972895 = -2422139.022857
  nChanged 23
		SP:Iteration 26Q (131856.020000 sec): 3 clusters
  Score: Raw -2425496.946555 + Penalty 3356.972895 = -2422139.973660
  nChanged 18
		SP:Iteration 27Q (131856.400000 sec): 3 clusters
  Score: Raw -2425497.983110 + Penalty 3356.972895 = -2422141.010215
  nChanged 19
		SP:Iteration 28Q (131856.810000 sec): 3 clusters
  Score: Raw -2425498.940780 + Penalty 3356.972895 = -2422141.967886
  nChanged 15
		SP:Iteration 29Q (131857.170000 sec): 3 clusters
  Score: Raw -2425499.587884 + Penalty 3356.972895 = -2422142.614990
  nChanged 15
		SP:Iteration 30Q (131857.580000 sec): 3 clusters
  Score: Raw -2425500.197640 + Penalty 3356.972895 = -2422143.224745
  nChanged 8
		SP:Iteration 31Q (131857.940000 sec): 3 clusters
  Score: Raw -2425500.459739 + Penalty 3356.972895 = -2422143.486844
  nChanged 11
		SP:Iteration 32Q (131858.310000 sec): 3 clusters
  Score: Raw -2425500.885074 + Penalty 3356.972895 = -2422143.912180
  nChanged 12
		SP:Iteration 33Q (131858.690000 sec): 3 clusters
  Score: Raw -2425501.332883 + Penalty 3356.972895 = -2422144.359988
  nChanged 9
		SP:Iteration 34Q (131859.070000 sec): 3 clusters
  Score: Raw -2425501.689328 + Penalty 3356.972895 = -2422144.716434
  nChanged 13
		SP:Iteration 35Q (131859.440000 sec): 3 clusters
  Score: Raw -2425502.263915 + Penalty 3356.972895 = -2422145.291020
  nChanged 11
		SP:Iteration 36Q (131859.870000 sec): 3 clusters
  Score: Raw -2425502.624194 + Penalty 3356.972895 = -2422145.651300
  nChanged 7
		SP:Iteration 37Q (131860.260000 sec): 3 clusters
  Score: Raw -2425502.845337 + Penalty 3356.972895 = -2422145.872442
  nChanged 4
		SP:Iteration 38Q (131860.660000 sec): 3 clusters
  Score: Raw -2425503.030231 + Penalty 3356.972895 = -2422146.057337
  nChanged 3
		SP:Iteration 39Q (131861.060000 sec): 3 clusters
  Score: Raw -2425503.148382 + Penalty 3356.972895 = -2422146.175488
  nChanged 5
		SP:Iteration 40F (131861.420000 sec): 3 clusters
  Score: Raw -2425503.300766 + Penalty 3356.972895 = -2422146.327872
  nChanged 6
		SP:Iteration 41Q (131861.790000 sec): 3 clusters
  Score: Raw -2425503.461822 + Penalty 3356.972895 = -2422146.488927
  nChanged 3
		SP:Iteration 42Q (131862.160000 sec): 3 clusters
  Score: Raw -2425503.575023 + Penalty 3356.972895 = -2422146.602128
  nChanged 1
		SP:Iteration 43Q (131862.540000 sec): 3 clusters
  Score: Raw -2425503.606586 + Penalty 3356.972895 = -2422146.633692
  nChanged 4
		SP:Iteration 44Q (131862.910000 sec): 3 clusters
  Score: Raw -2425503.731544 + Penalty 3356.972895 = -2422146.758649
  nChanged 1
		SP:Iteration 45Q (131863.290000 sec): 3 clusters
  Score: Raw -2425503.759425 + Penalty 3356.972895 = -2422146.786531
  nChanged 0
		SP:Iteration 46F (131863.740000 sec): 3 clusters
  Score: Raw -2425503.759425 + Penalty 3356.972895 = -2422146.786531
  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 10.71 GB.

 Trying to split cluster 16 (2888 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131863.840000 sec): 2 clusters
  Score: Raw -210854.628128 + Penalty 1294.851919 = -209559.776210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131864.020000 sec): 3 clusters
  Score: Raw -209786.720587 + Penalty 2589.703838 = -207197.016750
  nChanged 1193
		SP:Iteration 1F (131864.160000 sec): 3 clusters
  Score: Raw -212293.812440 + Penalty 2589.703838 = -209704.108603
  nChanged 384
		SP:Iteration 2F (131864.320000 sec): 3 clusters
  Score: Raw -213270.967573 + Penalty 2589.703838 = -210681.263735
  nChanged 193
		SP:Iteration 3F (131864.480000 sec): 3 clusters
  Score: Raw -213653.759452 + Penalty 2589.703838 = -211064.055614
  nChanged 128
		SP:Iteration 4Q (131864.640000 sec): 3 clusters
  Score: Raw -214008.202891 + Penalty 2589.703838 = -211418.499053
  nChanged 92
		SP:Iteration 5Q (131864.800000 sec): 3 clusters
  Score: Raw -214226.776528 + Penalty 2589.703838 = -211637.072690
  nChanged 88
		SP:Iteration 6Q (131864.960000 sec): 3 clusters
  Score: Raw -214614.139928 + Penalty 2589.703838 = -212024.436091
  nChanged 103
		SP:Iteration 7Q (131865.110000 sec): 3 clusters
  Score: Raw -215346.898610 + Penalty 2589.703838 = -212757.194772
  nChanged 104
		SP:Iteration 8Q (131865.270000 sec): 3 clusters
  Score: Raw -215894.844711 + Penalty 2589.703838 = -213305.140874
  nChanged 65
		SP:Iteration 9Q (131865.430000 sec): 3 clusters
  Score: Raw -216011.979204 + Penalty 2589.703838 = -213422.275366
  nChanged 34
		SP:Iteration 10Q (131865.590000 sec): 3 clusters
  Score: Raw -216053.785394 + Penalty 2589.703838 = -213464.081557
  nChanged 15
		SP:Iteration 11Q (131865.790000 sec): 3 clusters
  Score: Raw -216063.805252 + Penalty 2589.703838 = -213474.101415
  nChanged 7
		SP:Iteration 12Q (131865.950000 sec): 3 clusters
  Score: Raw -216068.450361 + Penalty 2589.703838 = -213478.746523
  nChanged 3
		SP:Iteration 13Q (131866.100000 sec): 3 clusters
  Score: Raw -216072.664152 + Penalty 2589.703838 = -213482.960315
  nChanged 8
		SP:Iteration 14Q (131866.280000 sec): 3 clusters
  Score: Raw -216076.491372 + Penalty 2589.703838 = -213486.787535
  nChanged 8
		SP:Iteration 15Q (131866.460000 sec): 3 clusters
  Score: Raw -216082.442369 + Penalty 2589.703838 = -213492.738532
  nChanged 8
		SP:Iteration 16Q (131866.630000 sec): 3 clusters
  Score: Raw -216088.996975 + Penalty 2589.703838 = -213499.293138
  nChanged 6
		SP:Iteration 17Q (131866.810000 sec): 3 clusters
  Score: Raw -216095.447618 + Penalty 2589.703838 = -213505.743781
  nChanged 4
		SP:Iteration 18Q (131866.980000 sec): 3 clusters
  Score: Raw -216100.404751 + Penalty 2589.703838 = -213510.700913
  nChanged 4
		SP:Iteration 19Q (131867.160000 sec): 3 clusters
  Score: Raw -216104.378204 + Penalty 2589.703838 = -213514.674367
  nChanged 5
		SP:Iteration 20F (131867.340000 sec): 3 clusters
  Score: Raw -216168.238720 + Penalty 2589.703838 = -213578.534883
  nChanged 34
		SP:Iteration 21Q (131867.510000 sec): 3 clusters
  Score: Raw -216353.167460 + Penalty 2589.703838 = -213763.463623
  nChanged 37
		SP:Iteration 22Q (131867.690000 sec): 3 clusters
  Score: Raw -216522.810292 + Penalty 2589.703838 = -213933.106455
  nChanged 31
		SP:Iteration 23Q (131867.860000 sec): 3 clusters
  Score: Raw -216635.622117 + Penalty 2589.703838 = -214045.918279
  nChanged 9
		SP:Iteration 24Q (131868.040000 sec): 3 clusters
  Score: Raw -216648.125675 + Penalty 2589.703838 = -214058.421837
  nChanged 5
		SP:Iteration 25Q (131868.220000 sec): 3 clusters
  Score: Raw -216656.764316 + Penalty 2589.703838 = -214067.060478
  nChanged 2
		SP:Iteration 26Q (131868.390000 sec): 3 clusters
  Score: Raw -216661.565770 + Penalty 2589.703838 = -214071.861933
  nChanged 1
		SP:Iteration 27Q (131868.570000 sec): 3 clusters
  Score: Raw -216662.142714 + Penalty 2589.703838 = -214072.438876
  nChanged 0
		SP:Iteration 28F (131868.740000 sec): 3 clusters
  Score: Raw -216662.142714 + Penalty 2589.703838 = -214072.438876
  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 10.71 GB.

 Trying to split cluster 17 (12912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131868.910000 sec): 2 clusters
  Score: Raw -1028696.634004 + Penalty 1538.210763 = -1027158.423240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131869.160000 sec): 3 clusters
  Score: Raw -1021196.192051 + Penalty 3076.421527 = -1018119.770524
  nChanged 5734
		SP:Iteration 1F (131869.380000 sec): 3 clusters
  Score: Raw -1024963.962655 + Penalty 3076.421527 = -1021887.541128
  nChanged 1400
		SP:Iteration 2F (131869.590000 sec): 3 clusters
  Score: Raw -1027125.970046 + Penalty 3076.421527 = -1024049.548519
  nChanged 1681
		SP:Iteration 3F (131869.800000 sec): 3 clusters
  Score: Raw -1030044.576443 + Penalty 3076.421527 = -1026968.154916
  nChanged 1372
		SP:Iteration 4F (131870.020000 sec): 3 clusters
  Score: Raw -1031945.083389 + Penalty 3076.421527 = -1028868.661862
  nChanged 911
		SP:Iteration 5F (131870.250000 sec): 3 clusters
  Score: Raw -1032898.174517 + Penalty 3076.421527 = -1029821.752990
  nChanged 556
		SP:Iteration 6Q (131870.440000 sec): 3 clusters
  Score: Raw -1033388.141778 + Penalty 3076.421527 = -1030311.720251
  nChanged 355
		SP:Iteration 7Q (131870.630000 sec): 3 clusters
  Score: Raw -1033634.822784 + Penalty 3076.421527 = -1030558.401257
  nChanged 251
		SP:Iteration 8Q (131870.900000 sec): 3 clusters
  Score: Raw -1033773.367462 + Penalty 3076.421527 = -1030696.945935
  nChanged 183
		SP:Iteration 9Q (131871.100000 sec): 3 clusters
  Score: Raw -1033863.362338 + Penalty 3076.421527 = -1030786.940811
  nChanged 164
		SP:Iteration 10Q (131871.280000 sec): 3 clusters
  Score: Raw -1033930.290392 + Penalty 3076.421527 = -1030853.868865
  nChanged 120
		SP:Iteration 11Q (131871.470000 sec): 3 clusters
  Score: Raw -1033972.284684 + Penalty 3076.421527 = -1030895.863157
  nChanged 100
		SP:Iteration 12Q (131871.660000 sec): 3 clusters
  Score: Raw -1034002.853013 + Penalty 3076.421527 = -1030926.431486
  nChanged 78
		SP:Iteration 13Q (131871.850000 sec): 3 clusters
  Score: Raw -1034025.692870 + Penalty 3076.421527 = -1030949.271343
  nChanged 66
		SP:Iteration 14Q (131872.040000 sec): 3 clusters
  Score: Raw -1034040.893565 + Penalty 3076.421527 = -1030964.472038
  nChanged 49
		SP:Iteration 15Q (131872.230000 sec): 3 clusters
  Score: Raw -1034051.525401 + Penalty 3076.421527 = -1030975.103874
  nChanged 37
		SP:Iteration 16Q (131872.420000 sec): 3 clusters
  Score: Raw -1034059.132543 + Penalty 3076.421527 = -1030982.711016
  nChanged 32
		SP:Iteration 17Q (131872.610000 sec): 3 clusters
  Score: Raw -1034064.708414 + Penalty 3076.421527 = -1030988.286887
  nChanged 29
		SP:Iteration 18Q (131872.800000 sec): 3 clusters
  Score: Raw -1034068.563839 + Penalty 3076.421527 = -1030992.142312
  nChanged 21
		SP:Iteration 19Q (131872.990000 sec): 3 clusters
  Score: Raw -1034070.972763 + Penalty 3076.421527 = -1030994.551236
  nChanged 12
		SP:Iteration 20F (131873.180000 sec): 3 clusters
  Score: Raw -1034072.608372 + Penalty 3076.421527 = -1030996.186845
  nChanged 10
		SP:Iteration 21Q (131873.370000 sec): 3 clusters
  Score: Raw -1034073.774565 + Penalty 3076.421527 = -1030997.353039
  nChanged 10
		SP:Iteration 22Q (131873.640000 sec): 3 clusters
  Score: Raw -1034074.685663 + Penalty 3076.421527 = -1030998.264136
  nChanged 11
		SP:Iteration 23Q (131873.830000 sec): 3 clusters
  Score: Raw -1034075.804399 + Penalty 3076.421527 = -1030999.382872
  nChanged 5
		SP:Iteration 24Q (131874.090000 sec): 3 clusters
  Score: Raw -1034076.421059 + Penalty 3076.421527 = -1030999.999532
  nChanged 1
		SP:Iteration 25Q (131874.320000 sec): 3 clusters
  Score: Raw -1034076.473983 + Penalty 3076.421527 = -1031000.052456
  nChanged 1
		SP:Iteration 26Q (131874.540000 sec): 3 clusters
  Score: Raw -1034076.539644 + Penalty 3076.421527 = -1031000.118117
  nChanged 1
		SP:Iteration 27Q (131874.800000 sec): 3 clusters
  Score: Raw -1034076.591010 + Penalty 3076.421527 = -1031000.169483
  nChanged 0
		SP:Iteration 28F (131875.060000 sec): 3 clusters
  Score: Raw -1034076.591010 + Penalty 3076.421527 = -1031000.169483
  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 10.71 GB.

 Trying to split cluster 18 (35408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131875.350000 sec): 2 clusters
  Score: Raw -2893534.937168 + Penalty 1702.137623 = -2891832.799546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131875.770000 sec): 3 clusters
  Score: Raw -2871532.126950 + Penalty 3404.275245 = -2868127.851705
  nChanged 16291
		SP:Iteration 1F (131876.170000 sec): 3 clusters
  Score: Raw -2880992.123945 + Penalty 3404.275245 = -2877587.848700
  nChanged 2012
		SP:Iteration 2F (131876.580000 sec): 3 clusters
  Score: Raw -2882005.161974 + Penalty 3404.275245 = -2878600.886728
  nChanged 1999
		SP:Iteration 3F (131876.990000 sec): 3 clusters
  Score: Raw -2883029.490886 + Penalty 3404.275245 = -2879625.215641
  nChanged 1940
		SP:Iteration 4F (131877.400000 sec): 3 clusters
  Score: Raw -2883976.994681 + Penalty 3404.275245 = -2880572.719436
  nChanged 1834
		SP:Iteration 5F (131877.810000 sec): 3 clusters
  Score: Raw -2884844.149742 + Penalty 3404.275245 = -2881439.874497
  nChanged 1753
		SP:Iteration 6Q (131878.270000 sec): 3 clusters
  Score: Raw -2885646.090653 + Penalty 3404.275245 = -2882241.815407
  nChanged 1636
		SP:Iteration 7Q (131878.680000 sec): 3 clusters
  Score: Raw -2886417.016510 + Penalty 3404.275245 = -2883012.741265
  nChanged 1572
		SP:Iteration 8Q (131879.140000 sec): 3 clusters
  Score: Raw -2887126.050755 + Penalty 3404.275245 = -2883721.775510
  nChanged 1428
		SP:Iteration 9Q (131879.550000 sec): 3 clusters
  Score: Raw -2887806.223070 + Penalty 3404.275245 = -2884401.947825
  nChanged 1387
		SP:Iteration 10Q (131879.970000 sec): 3 clusters
  Score: Raw -2888551.287470 + Penalty 3404.275245 = -2885147.012225
  nChanged 1443
		SP:Iteration 11Q (131880.380000 sec): 3 clusters
  Score: Raw -2889426.125766 + Penalty 3404.275245 = -2886021.850521
  nChanged 1463
		SP:Iteration 12Q (131880.790000 sec): 3 clusters
  Score: Raw -2890413.665797 + Penalty 3404.275245 = -2887009.390552
  nChanged 1413
		SP:Iteration 13Q (131881.200000 sec): 3 clusters
  Score: Raw -2891408.524708 + Penalty 3404.275245 = -2888004.249463
  nChanged 1254
		SP:Iteration 14Q (131881.620000 sec): 3 clusters
  Score: Raw -2892389.040166 + Penalty 3404.275245 = -2888984.764921
  nChanged 1132
		SP:Iteration 15Q (131882.060000 sec): 3 clusters
  Score: Raw -2893427.506744 + Penalty 3404.275245 = -2890023.231499
  nChanged 920
		SP:Iteration 16Q (131882.480000 sec): 3 clusters
  Score: Raw -2894388.079686 + Penalty 3404.275245 = -2890983.804441
  nChanged 678
		SP:Iteration 17Q (131882.870000 sec): 3 clusters
  Score: Raw -2895126.022482 + Penalty 3404.275245 = -2891721.747237
  nChanged 429
		SP:Iteration 18Q (131883.270000 sec): 3 clusters
  Score: Raw -2895534.419150 + Penalty 3404.275245 = -2892130.143905
  nChanged 214
		SP:Iteration 19Q (131883.690000 sec): 3 clusters
  Score: Raw -2895713.362101 + Penalty 3404.275245 = -2892309.086856
  nChanged 132
		SP:Iteration 20F (131884.110000 sec): 3 clusters
  Score: Raw -2895993.319852 + Penalty 3404.275245 = -2892589.044606
  nChanged 117
		SP:Iteration 21Q (131884.530000 sec): 3 clusters
  Score: Raw -2896225.974510 + Penalty 3404.275245 = -2892821.699264
  nChanged 121
		SP:Iteration 22Q (131884.950000 sec): 3 clusters
  Score: Raw -2896354.047412 + Penalty 3404.275245 = -2892949.772167
  nChanged 106
		SP:Iteration 23Q (131885.370000 sec): 3 clusters
  Score: Raw -2896517.037383 + Penalty 3404.275245 = -2893112.762137
  nChanged 112
		SP:Iteration 24Q (131885.730000 sec): 3 clusters
  Score: Raw -2896620.158034 + Penalty 3404.275245 = -2893215.882789
  nChanged 84
		SP:Iteration 25Q (131886.110000 sec): 3 clusters
  Score: Raw -2896664.491840 + Penalty 3404.275245 = -2893260.216595
  nChanged 61
		SP:Iteration 26Q (131886.510000 sec): 3 clusters
  Score: Raw -2896696.064691 + Penalty 3404.275245 = -2893291.789446
  nChanged 30
		SP:Iteration 27Q (131886.930000 sec): 3 clusters
  Score: Raw -2896711.104594 + Penalty 3404.275245 = -2893306.829349
  nChanged 17
		SP:Iteration 28Q (131887.340000 sec): 3 clusters
  Score: Raw -2896716.100484 + Penalty 3404.275245 = -2893311.825239
  nChanged 9
		SP:Iteration 29Q (131887.760000 sec): 3 clusters
  Score: Raw -2896717.669956 + Penalty 3404.275245 = -2893313.394711
  nChanged 3
		SP:Iteration 30Q (131888.170000 sec): 3 clusters
  Score: Raw -2896718.013392 + Penalty 3404.275245 = -2893313.738147
  nChanged 3
		SP:Iteration 31Q (131888.560000 sec): 3 clusters
  Score: Raw -2896718.375328 + Penalty 3404.275245 = -2893314.100082
  nChanged 1
		SP:Iteration 32Q (131888.950000 sec): 3 clusters
  Score: Raw -2896718.691534 + Penalty 3404.275245 = -2893314.416289
  nChanged 1
		SP:Iteration 33Q (131889.300000 sec): 3 clusters
  Score: Raw -2896718.824374 + Penalty 3404.275245 = -2893314.549129
  nChanged 0
		SP:Iteration 34F (131889.650000 sec): 3 clusters
  Score: Raw -2896990.957437 + Penalty 3404.275245 = -2893586.682192
  nChanged 108
		SP:Iteration 35Q (131890.070000 sec): 3 clusters
  Score: Raw -2897278.902894 + Penalty 3404.275245 = -2893874.627648
  nChanged 135
		SP:Iteration 36Q (131890.410000 sec): 3 clusters
  Score: Raw -2897380.788509 + Penalty 3404.275245 = -2893976.513264
  nChanged 118
		SP:Iteration 37Q (131890.850000 sec): 3 clusters
  Score: Raw -2897448.842906 + Penalty 3404.275245 = -2894044.567661
  nChanged 96
		SP:Iteration 38Q (131891.260000 sec): 3 clusters
  Score: Raw -2897501.361293 + Penalty 3404.275245 = -2894097.086048
  nChanged 96
		SP:Iteration 39Q (131891.670000 sec): 3 clusters
  Score: Raw -2897536.962971 + Penalty 3404.275245 = -2894132.687726
  nChanged 71
		SP:Iteration 40F (131892.050000 sec): 3 clusters
  Score: Raw -2897558.472625 + Penalty 3404.275245 = -2894154.197380
  nChanged 55
		SP:Iteration 41Q (131892.430000 sec): 3 clusters
  Score: Raw -2897571.926395 + Penalty 3404.275245 = -2894167.651149
  nChanged 37
		SP:Iteration 42Q (131892.810000 sec): 3 clusters
  Score: Raw -2897578.761080 + Penalty 3404.275245 = -2894174.485835
  nChanged 23
		SP:Iteration 43Q (131893.200000 sec): 3 clusters
  Score: Raw -2897582.327560 + Penalty 3404.275245 = -2894178.052315
  nChanged 23
		SP:Iteration 44Q (131893.580000 sec): 3 clusters
  Score: Raw -2897584.982875 + Penalty 3404.275245 = -2894180.707630
  nChanged 16
		SP:Iteration 45Q (131893.950000 sec): 3 clusters
  Score: Raw -2897588.250448 + Penalty 3404.275245 = -2894183.975202
  nChanged 12
		SP:Iteration 46Q (131894.370000 sec): 3 clusters
  Score: Raw -2897589.877392 + Penalty 3404.275245 = -2894185.602147
  nChanged 7
		SP:Iteration 47Q (131894.790000 sec): 3 clusters
  Score: Raw -2897591.017410 + Penalty 3404.275245 = -2894186.742165
  nChanged 6
		SP:Iteration 48Q (131895.170000 sec): 3 clusters
  Score: Raw -2897591.754930 + Penalty 3404.275245 = -2894187.479685
  nChanged 6
		SP:Iteration 49Q (131895.550000 sec): 3 clusters
  Score: Raw -2897592.508146 + Penalty 3404.275245 = -2894188.232901
  nChanged 5
		SP:Iteration 50Q (131895.930000 sec): 3 clusters
  Score: Raw -2897593.277414 + Penalty 3404.275245 = -2894189.002169
  nChanged 2
		SP:Iteration 51Q (131896.280000 sec): 3 clusters
  Score: Raw -2897593.454302 + Penalty 3404.275245 = -2894189.179057
  nChanged 1
		SP:Iteration 52Q (131896.700000 sec): 3 clusters
  Score: Raw -2897593.489631 + Penalty 3404.275245 = -2894189.214386
  nChanged 0
		SP:Iteration 53F (131897.120000 sec): 3 clusters
  Score: Raw -2897593.489631 + Penalty 3404.275245 = -2894189.214386
  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 10.71 GB.

 Trying to split cluster 19 (180631 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131898.090000 sec): 2 clusters
  Score: Raw -15560184.568687 + Penalty 1966.934378 = -15558217.634310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131899.420000 sec): 3 clusters
  Score: Raw -15440907.170068 + Penalty 3933.868755 = -15436973.301313
  nChanged 87223
		SP:Iteration 1F (131900.690000 sec): 3 clusters
  Score: Raw -15494606.442669 + Penalty 3933.868755 = -15490672.573914
  nChanged 9351
		SP:Iteration 2F (131902.020000 sec): 3 clusters
  Score: Raw -15499166.779922 + Penalty 3933.868755 = -15495232.911166
  nChanged 12711
		SP:Iteration 3F (131903.360000 sec): 3 clusters
  Score: Raw -15507909.247949 + Penalty 3933.868755 = -15503975.379194
  nChanged 16014
		SP:Iteration 4F (131904.700000 sec): 3 clusters
  Score: Raw -15521820.037297 + Penalty 3933.868755 = -15517886.168541
  nChanged 16488
		SP:Iteration 5F (131906.030000 sec): 3 clusters
  Score: Raw -15537708.694388 + Penalty 3933.868755 = -15533774.825633
  nChanged 12671
		SP:Iteration 6F (131907.350000 sec): 3 clusters
  Score: Raw -15550365.277901 + Penalty 3933.868755 = -15546431.409145
  nChanged 7342
		SP:Iteration 7Q (131908.860000 sec): 3 clusters
  Score: Raw -15558667.344035 + Penalty 3933.868755 = -15554733.475279
  nChanged 3812
		SP:Iteration 8Q (131910.320000 sec): 3 clusters
  Score: Raw -15562716.607909 + Penalty 3933.868755 = -15558782.739154
  nChanged 2305
		SP:Iteration 9Q (131911.700000 sec): 3 clusters
  Score: Raw -15564021.628563 + Penalty 3933.868755 = -15560087.759807
  nChanged 1276
		SP:Iteration 10Q (131913.110000 sec): 3 clusters
  Score: Raw -15564431.422437 + Penalty 3933.868755 = -15560497.553682
  nChanged 726
		SP:Iteration 11Q (131914.530000 sec): 3 clusters
  Score: Raw -15564605.895160 + Penalty 3933.868755 = -15560672.026404
  nChanged 524
		SP:Iteration 12Q (131915.910000 sec): 3 clusters
  Score: Raw -15564704.413355 + Penalty 3933.868755 = -15560770.544599
  nChanged 403
		SP:Iteration 13Q (131917.280000 sec): 3 clusters
  Score: Raw -15564766.709259 + Penalty 3933.868755 = -15560832.840504
  nChanged 317
		SP:Iteration 14Q (131918.670000 sec): 3 clusters
  Score: Raw -15564808.551791 + Penalty 3933.868755 = -15560874.683035
  nChanged 268
		SP:Iteration 15Q (131920.070000 sec): 3 clusters
  Score: Raw -15564839.636584 + Penalty 3933.868755 = -15560905.767829
  nChanged 242
		SP:Iteration 16Q (131921.490000 sec): 3 clusters
  Score: Raw -15564865.211969 + Penalty 3933.868755 = -15560931.343213
  nChanged 228
		SP:Iteration 17Q (131922.900000 sec): 3 clusters
  Score: Raw -15564888.143657 + Penalty 3933.868755 = -15560954.274902
  nChanged 181
		SP:Iteration 18Q (131924.280000 sec): 3 clusters
  Score: Raw -15564905.829506 + Penalty 3933.868755 = -15560971.960751
  nChanged 178
		SP:Iteration 19Q (131925.660000 sec): 3 clusters
  Score: Raw -15564921.238639 + Penalty 3933.868755 = -15560987.369883
  nChanged 144
		SP:Iteration 20F (131926.990000 sec): 3 clusters
  Score: Raw -15564933.992814 + Penalty 3933.868755 = -15561000.124058
  nChanged 147
		SP:Iteration 21Q (131928.390000 sec): 3 clusters
  Score: Raw -15564944.873439 + Penalty 3933.868755 = -15561011.004684
  nChanged 116
		SP:Iteration 22Q (131929.790000 sec): 3 clusters
  Score: Raw -15564952.580012 + Penalty 3933.868755 = -15561018.711256
  nChanged 103
		SP:Iteration 23Q (131931.190000 sec): 3 clusters
  Score: Raw -15564958.915002 + Penalty 3933.868755 = -15561025.046246
  nChanged 99
		SP:Iteration 24Q (131932.480000 sec): 3 clusters
  Score: Raw -15564965.104095 + Penalty 3933.868755 = -15561031.235339
  nChanged 83
		SP:Iteration 25Q (131933.820000 sec): 3 clusters
  Score: Raw -15564970.009439 + Penalty 3933.868755 = -15561036.140684
  nChanged 75
		SP:Iteration 26Q (131935.220000 sec): 3 clusters
  Score: Raw -15564974.661852 + Penalty 3933.868755 = -15561040.793096
  nChanged 80
		SP:Iteration 27Q (131936.510000 sec): 3 clusters
  Score: Raw -15564980.281548 + Penalty 3933.868755 = -15561046.412792
  nChanged 64
		SP:Iteration 28Q (131937.810000 sec): 3 clusters
  Score: Raw -15564983.698570 + Penalty 3933.868755 = -15561049.829814
  nChanged 58
		SP:Iteration 29Q (131939.200000 sec): 3 clusters
  Score: Raw -15564986.304708 + Penalty 3933.868755 = -15561052.435953
  nChanged 46
		SP:Iteration 30Q (131940.590000 sec): 3 clusters
  Score: Raw -15564988.521802 + Penalty 3933.868755 = -15561054.653046
  nChanged 29
		SP:Iteration 31Q (131941.970000 sec): 3 clusters
  Score: Raw -15564989.719589 + Penalty 3933.868755 = -15561055.850833
  nChanged 29
		SP:Iteration 32Q (131943.340000 sec): 3 clusters
  Score: Raw -15564991.101466 + Penalty 3933.868755 = -15561057.232710
  nChanged 28
		SP:Iteration 33Q (131944.670000 sec): 3 clusters
  Score: Raw -15564992.480767 + Penalty 3933.868755 = -15561058.612012
  nChanged 33
		SP:Iteration 34Q (131946.080000 sec): 3 clusters
  Score: Raw -15564994.008902 + Penalty 3933.868755 = -15561060.140147
  nChanged 37
		SP:Iteration 35Q (131947.340000 sec): 3 clusters
  Score: Raw -15564996.047286 + Penalty 3933.868755 = -15561062.178530
  nChanged 33
		SP:Iteration 36Q (131948.690000 sec): 3 clusters
  Score: Raw -15564997.324496 + Penalty 3933.868755 = -15561063.455741
  nChanged 36
		SP:Iteration 37Q (131950.030000 sec): 3 clusters
  Score: Raw -15564998.703160 + Penalty 3933.868755 = -15561064.834404
  nChanged 27
		SP:Iteration 38Q (131951.430000 sec): 3 clusters
  Score: Raw -15564999.734245 + Penalty 3933.868755 = -15561065.865490
  nChanged 34
		SP:Iteration 39Q (131952.710000 sec): 3 clusters
  Score: Raw -15565001.223196 + Penalty 3933.868755 = -15561067.354440
  nChanged 33
		SP:Iteration 40F (131954.030000 sec): 3 clusters
  Score: Raw -15565002.354117 + Penalty 3933.868755 = -15561068.485362
  nChanged 27
		SP:Iteration 41Q (131955.440000 sec): 3 clusters
  Score: Raw -15565003.196546 + Penalty 3933.868755 = -15561069.327791
  nChanged 30
		SP:Iteration 42Q (131956.840000 sec): 3 clusters
  Score: Raw -15565004.382989 + Penalty 3933.868755 = -15561070.514233
  nChanged 26
		SP:Iteration 43Q (131958.180000 sec): 3 clusters
  Score: Raw -15565005.213756 + Penalty 3933.868755 = -15561071.345001
  nChanged 19
		SP:Iteration 44Q (131959.570000 sec): 3 clusters
  Score: Raw -15565005.767026 + Penalty 3933.868755 = -15561071.898270
  nChanged 16
		SP:Iteration 45Q (131960.930000 sec): 3 clusters
  Score: Raw -15565006.447898 + Penalty 3933.868755 = -15561072.579143
  nChanged 15
		SP:Iteration 46Q (131962.330000 sec): 3 clusters
  Score: Raw -15565006.901840 + Penalty 3933.868755 = -15561073.033085
  nChanged 14
		SP:Iteration 47Q (131963.730000 sec): 3 clusters
  Score: Raw -15565007.309084 + Penalty 3933.868755 = -15561073.440329
  nChanged 15
		SP:Iteration 48Q (131965.040000 sec): 3 clusters
  Score: Raw -15565007.879212 + Penalty 3933.868755 = -15561074.010457
  nChanged 11
		SP:Iteration 49Q (131966.410000 sec): 3 clusters
  Score: Raw -15565008.265362 + Penalty 3933.868755 = -15561074.396607
  nChanged 15
		SP:Iteration 50Q (131967.710000 sec): 3 clusters
  Score: Raw -15565008.863707 + Penalty 3933.868755 = -15561074.994952
  nChanged 16
		SP:Iteration 51Q (131969.000000 sec): 3 clusters
  Score: Raw -15565009.510538 + Penalty 3933.868755 = -15561075.641782
  nChanged 11
		SP:Iteration 52Q (131970.310000 sec): 3 clusters
  Score: Raw -15565009.957006 + Penalty 3933.868755 = -15561076.088250
  nChanged 12
		SP:Iteration 53Q (131971.700000 sec): 3 clusters
  Score: Raw -15565010.363956 + Penalty 3933.868755 = -15561076.495201
  nChanged 13
		SP:Iteration 54Q (131973.010000 sec): 3 clusters
  Score: Raw -15565010.697914 + Penalty 3933.868755 = -15561076.829158
  nChanged 8
		SP:Iteration 55Q (131974.310000 sec): 3 clusters
  Score: Raw -15565010.901399 + Penalty 3933.868755 = -15561077.032644
  nChanged 5
		SP:Iteration 56Q (131975.690000 sec): 3 clusters
  Score: Raw -15565011.069289 + Penalty 3933.868755 = -15561077.200534
  nChanged 9
		SP:Iteration 57Q (131977.090000 sec): 3 clusters
  Score: Raw -15565011.402800 + Penalty 3933.868755 = -15561077.534044
  nChanged 9
		SP:Iteration 58Q (131978.350000 sec): 3 clusters
  Score: Raw -15565011.679443 + Penalty 3933.868755 = -15561077.810688
  nChanged 8
		SP:Iteration 59Q (131979.750000 sec): 3 clusters
  Score: Raw -15565011.875766 + Penalty 3933.868755 = -15561078.007011
  nChanged 5
		SP:Iteration 60F (131981.100000 sec): 3 clusters
  Score: Raw -15565012.004351 + Penalty 3933.868755 = -15561078.135595
  nChanged 7
		SP:Iteration 61Q (131982.460000 sec): 3 clusters
  Score: Raw -15565012.216412 + Penalty 3933.868755 = -15561078.347656
  nChanged 8
		SP:Iteration 62Q (131983.760000 sec): 3 clusters
  Score: Raw -15565012.420923 + Penalty 3933.868755 = -15561078.552167
  nChanged 6
		SP:Iteration 63Q (131985.020000 sec): 3 clusters
  Score: Raw -15565012.507825 + Penalty 3933.868755 = -15561078.639069
  nChanged 3
		SP:Iteration 64Q (131986.420000 sec): 3 clusters
  Score: Raw -15565012.587434 + Penalty 3933.868755 = -15561078.718679
  nChanged 1
		SP:Iteration 65Q (131987.800000 sec): 3 clusters
  Score: Raw -15565012.600432 + Penalty 3933.868755 = -15561078.731677
  nChanged 0
		SP:Iteration 66F (131989.160000 sec): 3 clusters
  Score: Raw -15565012.600432 + Penalty 3933.868755 = -15561078.731677
  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 10.71 GB.

 Trying to split cluster 20 (38356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131989.450000 sec): 2 clusters
  Score: Raw -3216617.877473 + Penalty 1715.133265 = -3214902.744208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131989.860000 sec): 3 clusters
  Score: Raw -3192705.773733 + Penalty 3430.266531 = -3189275.507202
  nChanged 18001
		SP:Iteration 1F (131990.310000 sec): 3 clusters
  Score: Raw -3204871.078769 + Penalty 3430.266531 = -3201440.812238
  nChanged 3841
		SP:Iteration 2F (131990.720000 sec): 3 clusters
  Score: Raw -3209273.438371 + Penalty 3430.266531 = -3205843.171840
  nChanged 4345
		SP:Iteration 3F (131991.170000 sec): 3 clusters
  Score: Raw -3214674.154147 + Penalty 3430.266531 = -3211243.887616
  nChanged 3543
		SP:Iteration 4F (131991.540000 sec): 3 clusters
  Score: Raw -3218931.229382 + Penalty 3430.266531 = -3215500.962851
  nChanged 2749
		SP:Iteration 5F (131991.950000 sec): 3 clusters
  Score: Raw -3222519.926728 + Penalty 3430.266531 = -3219089.660197
  nChanged 1982
		SP:Iteration 6F (131992.380000 sec): 3 clusters
  Score: Raw -3224612.776141 + Penalty 3430.266531 = -3221182.509611
  nChanged 1594
		SP:Iteration 7Q (131992.800000 sec): 3 clusters
  Score: Raw -3225823.635099 + Penalty 3430.266531 = -3222393.368568
  nChanged 1225
		SP:Iteration 8Q (131993.220000 sec): 3 clusters
  Score: Raw -3226514.050305 + Penalty 3430.266531 = -3223083.783774
  nChanged 984
		SP:Iteration 9Q (131993.660000 sec): 3 clusters
  Score: Raw -3226909.501075 + Penalty 3430.266531 = -3223479.234544
  nChanged 743
		SP:Iteration 10Q (131994.060000 sec): 3 clusters
  Score: Raw -3227140.314727 + Penalty 3430.266531 = -3223710.048196
  nChanged 585
		SP:Iteration 11Q (131994.500000 sec): 3 clusters
  Score: Raw -3227300.057302 + Penalty 3430.266531 = -3223869.790771
  nChanged 471
		SP:Iteration 12Q (131994.910000 sec): 3 clusters
  Score: Raw -3227406.698006 + Penalty 3430.266531 = -3223976.431475
  nChanged 353
		SP:Iteration 13Q (131995.360000 sec): 3 clusters
  Score: Raw -3227470.366292 + Penalty 3430.266531 = -3224040.099762
  nChanged 239
		SP:Iteration 14Q (131995.770000 sec): 3 clusters
  Score: Raw -3227503.326189 + Penalty 3430.266531 = -3224073.059658
  nChanged 185
		SP:Iteration 15Q (131996.220000 sec): 3 clusters
  Score: Raw -3227522.910071 + Penalty 3430.266531 = -3224092.643541
  nChanged 131
		SP:Iteration 16Q (131996.600000 sec): 3 clusters
  Score: Raw -3227535.268534 + Penalty 3430.266531 = -3224105.002004
  nChanged 120
		SP:Iteration 17Q (131997.020000 sec): 3 clusters
  Score: Raw -3227543.474433 + Penalty 3430.266531 = -3224113.207903
  nChanged 80
		SP:Iteration 18Q (131997.430000 sec): 3 clusters
  Score: Raw -3227548.209416 + Penalty 3430.266531 = -3224117.942885
  nChanged 67
		SP:Iteration 19Q (131997.840000 sec): 3 clusters
  Score: Raw -3227551.947148 + Penalty 3430.266531 = -3224121.680618
  nChanged 51
		SP:Iteration 20F (131998.250000 sec): 3 clusters
  Score: Raw -3227554.716100 + Penalty 3430.266531 = -3224124.449569
  nChanged 52
		SP:Iteration 21Q (131998.700000 sec): 3 clusters
  Score: Raw -3227557.328112 + Penalty 3430.266531 = -3224127.061582
  nChanged 48
		SP:Iteration 22Q (131999.090000 sec): 3 clusters
  Score: Raw -3227559.813227 + Penalty 3430.266531 = -3224129.546696
  nChanged 35
		SP:Iteration 23Q (131999.540000 sec): 3 clusters
  Score: Raw -3227561.226771 + Penalty 3430.266531 = -3224130.960240
  nChanged 21
		SP:Iteration 24Q (131999.940000 sec): 3 clusters
  Score: Raw -3227561.947173 + Penalty 3430.266531 = -3224131.680642
  nChanged 19
		SP:Iteration 25Q (132000.400000 sec): 3 clusters
  Score: Raw -3227562.434853 + Penalty 3430.266531 = -3224132.168322
  nChanged 9
		SP:Iteration 26Q (132000.770000 sec): 3 clusters
  Score: Raw -3227562.679762 + Penalty 3430.266531 = -3224132.413231
  nChanged 13
		SP:Iteration 27Q (132001.190000 sec): 3 clusters
  Score: Raw -3227562.994729 + Penalty 3430.266531 = -3224132.728198
  nChanged 9
		SP:Iteration 28Q (132001.570000 sec): 3 clusters
  Score: Raw -3227563.262905 + Penalty 3430.266531 = -3224132.996375
  nChanged 5
		SP:Iteration 29Q (132001.980000 sec): 3 clusters
  Score: Raw -3227563.374753 + Penalty 3430.266531 = -3224133.108223
  nChanged 9
		SP:Iteration 30Q (132002.360000 sec): 3 clusters
  Score: Raw -3227563.700725 + Penalty 3430.266531 = -3224133.434194
  nChanged 10
		SP:Iteration 31Q (132002.780000 sec): 3 clusters
  Score: Raw -3227564.003812 + Penalty 3430.266531 = -3224133.737281
  nChanged 9
		SP:Iteration 32Q (132003.200000 sec): 3 clusters
  Score: Raw -3227564.277734 + Penalty 3430.266531 = -3224134.011204
  nChanged 11
		SP:Iteration 33Q (132003.650000 sec): 3 clusters
  Score: Raw -3227564.655900 + Penalty 3430.266531 = -3224134.389369
  nChanged 8
		SP:Iteration 34Q (132004.050000 sec): 3 clusters
  Score: Raw -3227564.856682 + Penalty 3430.266531 = -3224134.590152
  nChanged 6
		SP:Iteration 35Q (132004.460000 sec): 3 clusters
  Score: Raw -3227564.996640 + Penalty 3430.266531 = -3224134.730109
  nChanged 5
		SP:Iteration 36Q (132004.870000 sec): 3 clusters
  Score: Raw -3227565.102990 + Penalty 3430.266531 = -3224134.836460
  nChanged 6
		SP:Iteration 37Q (132005.320000 sec): 3 clusters
  Score: Raw -3227565.224649 + Penalty 3430.266531 = -3224134.958119
  nChanged 6
		SP:Iteration 38Q (132005.730000 sec): 3 clusters
  Score: Raw -3227565.358918 + Penalty 3430.266531 = -3224135.092387
  nChanged 5
		SP:Iteration 39Q (132006.180000 sec): 3 clusters
  Score: Raw -3227565.499190 + Penalty 3430.266531 = -3224135.232659
  nChanged 8
		SP:Iteration 40F (132006.590000 sec): 3 clusters
  Score: Raw -3227565.693800 + Penalty 3430.266531 = -3224135.427270
  nChanged 3
		SP:Iteration 41Q (132007.040000 sec): 3 clusters
  Score: Raw -3227565.773508 + Penalty 3430.266531 = -3224135.506978
  nChanged 6
		SP:Iteration 42Q (132007.470000 sec): 3 clusters
  Score: Raw -3227565.952248 + Penalty 3430.266531 = -3224135.685717
  nChanged 8
		SP:Iteration 43Q (132007.840000 sec): 3 clusters
  Score: Raw -3227566.170020 + Penalty 3430.266531 = -3224135.903489
  nChanged 9
		SP:Iteration 44Q (132008.280000 sec): 3 clusters
  Score: Raw -3227566.431151 + Penalty 3430.266531 = -3224136.164621
  nChanged 9
		SP:Iteration 45Q (132008.690000 sec): 3 clusters
  Score: Raw -3227566.647498 + Penalty 3430.266531 = -3224136.380967
  nChanged 4
		SP:Iteration 46Q (132009.200000 sec): 3 clusters
  Score: Raw -3227566.730188 + Penalty 3430.266531 = -3224136.463657
  nChanged 1
		SP:Iteration 47Q (132009.610000 sec): 3 clusters
  Score: Raw -3227566.744315 + Penalty 3430.266531 = -3224136.477785
  nChanged 0
		SP:Iteration 48F (132010.030000 sec): 3 clusters
  Score: Raw -3227566.744315 + Penalty 3430.266531 = -3224136.477785
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 37.
Iteration 20F (132167.300000 sec): 38 clusters
  Score: Raw -122031135.936802 + Penalty 85411.561140 = -121945724.375662
  nChanged 54359
Iteration 21Q (132317.350000 sec): 38 clusters
  Score: Raw -122054344.069899 + Penalty 85411.561140 = -121968932.508758
  nChanged 25123
Iteration 22Q (132467.610000 sec): 38 clusters
  Score: Raw -122063363.267672 + Penalty 85411.561140 = -121977951.706531
  nChanged 17713
Iteration 23Q (132617.350000 sec): 38 clusters
  Score: Raw -122068688.912883 + Penalty 85411.561140 = -121983277.351742
  nChanged 14364
Iteration 24Q (132766.360000 sec): 38 clusters
  Score: Raw -122072402.409259 + Penalty 85411.561140 = -121986990.848119
  nChanged 12262
Iteration 25Q (132909.660000 sec): 38 clusters
  Score: Raw -122075234.846234 + Penalty 85411.561140 = -121989823.285093
  nChanged 10871
Iteration 26Q (133054.810000 sec): 38 clusters
  Score: Raw -122077551.266638 + Penalty 85411.561140 = -121992139.705498
  nChanged 9806
Iteration 27Q (133204.850000 sec): 38 clusters
  Score: Raw -122079524.266769 + Penalty 85411.561140 = -121994112.705629
  nChanged 9066
Iteration 28Q (133355.120000 sec): 38 clusters
  Score: Raw -122081227.341856 + Penalty 85411.561140 = -121995815.780716
  nChanged 8201
Iteration 29Q (133504.300000 sec): 38 clusters
  Score: Raw -122082645.977155 + Penalty 85411.561140 = -121997234.416015
  nChanged 7591
Iteration 30Q (133655.310000 sec): 38 clusters
  Score: Raw -122083887.985948 + Penalty 85411.561140 = -121998476.424808
  nChanged 7007
Iteration 31Q (133805.060000 sec): 38 clusters
  Score: Raw -122084991.220932 + Penalty 85411.561140 = -121999579.659791
  nChanged 6553
Iteration 32Q (133951.360000 sec): 38 clusters
  Score: Raw -122086000.567529 + Penalty 85411.561140 = -122000589.006388
  nChanged 6049
Iteration 33Q (134099.970000 sec): 38 clusters
  Score: Raw -122086895.872571 + Penalty 85411.561140 = -122001484.311431
  nChanged 5591
Iteration 34Q (134245.240000 sec): 38 clusters
  Score: Raw -122087661.579801 + Penalty 85411.561140 = -122002250.018661
  nChanged 5235
Iteration 35Q (134393.860000 sec): 38 clusters
  Score: Raw -122088288.370061 + Penalty 85411.561140 = -122002876.808921
  nChanged 4903
Iteration 36Q (134539.760000 sec): 38 clusters
  Score: Raw -122088879.809274 + Penalty 85411.561140 = -122003468.248133
  nChanged 4655
Iteration 37Q (134690.140000 sec): 38 clusters
  Score: Raw -122089412.895179 + Penalty 85411.561140 = -122004001.334038
  nChanged 4400
Iteration 38Q (134838.520000 sec): 38 clusters
  Score: Raw -122089897.964371 + Penalty 85411.561140 = -122004486.403230
  nChanged 4111
Iteration 39Q (134987.910000 sec): 38 clusters
  Score: Raw -122090352.392978 + Penalty 85411.561140 = -122004940.831837
  nChanged 3830
Iteration 40F (135148.690000 sec): 38 clusters
  Score: Raw -122091366.097566 + Penalty 85411.561140 = -122005954.536426
  nChanged 4227
Iteration 41Q (135299.170000 sec): 38 clusters
  Score: Raw -122092142.741046 + Penalty 85411.561140 = -122006731.179906
  nChanged 4539
Iteration 42Q (135449.960000 sec): 38 clusters
  Score: Raw -122092864.376790 + Penalty 85411.561140 = -122007452.815650
  nChanged 4389
Iteration 43Q (135600.040000 sec): 38 clusters
  Score: Raw -122093661.536082 + Penalty 85411.561140 = -122008249.974942
  nChanged 4428
Iteration 44Q (135750.560000 sec): 38 clusters
  Score: Raw -122094701.556507 + Penalty 85411.561140 = -122009289.995366
  nChanged 4600
Iteration 45Q (135900.590000 sec): 38 clusters
  Score: Raw -122096103.551321 + Penalty 85411.561140 = -122010691.990180
  nChanged 4772
Iteration 46Q (136050.990000 sec): 38 clusters
  Score: Raw -122097613.976266 + Penalty 85411.561140 = -122012202.415125
  nChanged 4948
Iteration 47Q (136195.820000 sec): 38 clusters
  Score: Raw -122098856.133370 + Penalty 85411.561140 = -122013444.572229
  nChanged 4751
Iteration 48Q (136342.330000 sec): 38 clusters
  Score: Raw -122099797.446769 + Penalty 85411.561140 = -122014385.885628
  nChanged 4455
Iteration 49Q (136490.580000 sec): 38 clusters
  Score: Raw -122100568.394851 + Penalty 85411.561140 = -122015156.833710
  nChanged 4221
Iteration 50Q (136637.110000 sec): 38 clusters
  Score: Raw -122101300.154709 + Penalty 85411.561140 = -122015888.593568
  nChanged 3985
Iteration 51Q (136782.590000 sec): 38 clusters
  Score: Raw -122102058.805553 + Penalty 85411.561140 = -122016647.244413
  nChanged 3876
Iteration 52Q (136931.360000 sec): 38 clusters
  Score: Raw -122102803.799288 + Penalty 85411.561140 = -122017392.238147
  nChanged 3795
Iteration 53Q (137079.940000 sec): 38 clusters
  Score: Raw -122103469.435818 + Penalty 85411.561140 = -122018057.874677
  nChanged 3639
Iteration 54Q (137228.110000 sec): 38 clusters
  Score: Raw -122104083.680180 + Penalty 85411.561140 = -122018672.119040
  nChanged 3378
Iteration 55Q (137376.270000 sec): 38 clusters
  Score: Raw -122104664.444469 + Penalty 85411.561140 = -122019252.883328
  nChanged 3215
Iteration 56Q (137523.220000 sec): 38 clusters
  Score: Raw -122105262.493259 + Penalty 85411.561140 = -122019850.932118
  nChanged 3112
Iteration 57Q (137674.130000 sec): 38 clusters
  Score: Raw -122105901.506466 + Penalty 85411.561140 = -122020489.945326
  nChanged 2917
Iteration 58Q (137819.680000 sec): 38 clusters
  Score: Raw -122106631.218003 + Penalty 85411.561140 = -122021219.656862
  nChanged 2811
Writing temp clu file 
Because OldScore, -122020489.945326, is greater than current (better) Score,-122021219.656862 
 Compute initial score before splitting:   Score: Raw -122106631.218003 + Penalty 85411.561140 = -122021219.656862
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 1 (43689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137820.250000 sec): 2 clusters
  Score: Raw -3845853.795604 + Penalty 1736.288390 = -3844117.507213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137820.690000 sec): 3 clusters
  Score: Raw -3818329.579359 + Penalty 3472.576781 = -3814857.002578
  nChanged 20477
		SP:Iteration 1F (137821.160000 sec): 3 clusters
  Score: Raw -3830104.281068 + Penalty 3472.576781 = -3826631.704287
  nChanged 1940
		SP:Iteration 2Q (137821.630000 sec): 3 clusters
  Score: Raw -3830743.568414 + Penalty 3472.576781 = -3827270.991633
  nChanged 1853
		SP:Iteration 3Q (137822.130000 sec): 3 clusters
  Score: Raw -3831354.467238 + Penalty 3472.576781 = -3827881.890457
  nChanged 1758
		SP:Iteration 4Q (137822.640000 sec): 3 clusters
  Score: Raw -3831957.889464 + Penalty 3472.576781 = -3828485.312683
  nChanged 1729
		SP:Iteration 5Q (137823.040000 sec): 3 clusters
  Score: Raw -3832593.017271 + Penalty 3472.576781 = -3829120.440490
  nChanged 1773
		SP:Iteration 6Q (137823.540000 sec): 3 clusters
  Score: Raw -3833265.296343 + Penalty 3472.576781 = -3829792.719562
  nChanged 1790
		SP:Iteration 7Q (137823.920000 sec): 3 clusters
  Score: Raw -3834014.978939 + Penalty 3472.576781 = -3830542.402158
  nChanged 1875
		SP:Iteration 8Q (137824.450000 sec): 3 clusters
  Score: Raw -3834932.649484 + Penalty 3472.576781 = -3831460.072703
  nChanged 2059
		SP:Iteration 9Q (137824.960000 sec): 3 clusters
  Score: Raw -3836152.509115 + Penalty 3472.576781 = -3832679.932334
  nChanged 2218
		SP:Iteration 10F (137825.410000 sec): 3 clusters
  Score: Raw -3837614.658114 + Penalty 3472.576781 = -3834142.081333
  nChanged 2149
		SP:Iteration 11Q (137825.910000 sec): 3 clusters
  Score: Raw -3839178.918717 + Penalty 3472.576781 = -3835706.341936
  nChanged 1977
		SP:Iteration 12Q (137826.410000 sec): 3 clusters
  Score: Raw -3840603.451745 + Penalty 3472.576781 = -3837130.874964
  nChanged 1702
		SP:Iteration 13Q (137826.860000 sec): 3 clusters
  Score: Raw -3841710.627373 + Penalty 3472.576781 = -3838238.050592
  nChanged 1377
		SP:Iteration 14Q (137827.320000 sec): 3 clusters
  Score: Raw -3842494.285829 + Penalty 3472.576781 = -3839021.709048
  nChanged 1035
		SP:Iteration 15Q (137827.780000 sec): 3 clusters
  Score: Raw -3843005.881307 + Penalty 3472.576781 = -3839533.304526
  nChanged 868
		SP:Iteration 16Q (137828.230000 sec): 3 clusters
  Score: Raw -3843416.116145 + Penalty 3472.576781 = -3839943.539364
  nChanged 716
		SP:Iteration 17Q (137828.690000 sec): 3 clusters
  Score: Raw -3843742.191833 + Penalty 3472.576781 = -3840269.615052
  nChanged 641
		SP:Iteration 18Q (137829.140000 sec): 3 clusters
  Score: Raw -3844026.586897 + Penalty 3472.576781 = -3840554.010117
  nChanged 596
		SP:Iteration 19Q (137829.600000 sec): 3 clusters
  Score: Raw -3844276.703549 + Penalty 3472.576781 = -3840804.126768
  nChanged 512
		SP:Iteration 20F (137830.010000 sec): 3 clusters
  Score: Raw -3844501.346452 + Penalty 3472.576781 = -3841028.769671
  nChanged 490
		SP:Iteration 21Q (137830.440000 sec): 3 clusters
  Score: Raw -3844720.176432 + Penalty 3472.576781 = -3841247.599651
  nChanged 427
		SP:Iteration 22Q (137830.870000 sec): 3 clusters
  Score: Raw -3844901.180574 + Penalty 3472.576781 = -3841428.603794
  nChanged 367
		SP:Iteration 23Q (137831.320000 sec): 3 clusters
  Score: Raw -3845066.300060 + Penalty 3472.576781 = -3841593.723279
  nChanged 346
		SP:Iteration 24Q (137831.790000 sec): 3 clusters
  Score: Raw -3845216.940450 + Penalty 3472.576781 = -3841744.363669
  nChanged 290
		SP:Iteration 25Q (137832.260000 sec): 3 clusters
  Score: Raw -3845349.543941 + Penalty 3472.576781 = -3841876.967160
  nChanged 248
		SP:Iteration 26Q (137832.720000 sec): 3 clusters
  Score: Raw -3845466.382121 + Penalty 3472.576781 = -3841993.805340
  nChanged 218
		SP:Iteration 27Q (137833.190000 sec): 3 clusters
  Score: Raw -3845570.596702 + Penalty 3472.576781 = -3842098.019922
  nChanged 197
		SP:Iteration 28Q (137833.620000 sec): 3 clusters
  Score: Raw -3845671.671621 + Penalty 3472.576781 = -3842199.094841
  nChanged 172
		SP:Iteration 29Q (137834.080000 sec): 3 clusters
  Score: Raw -3845757.732864 + Penalty 3472.576781 = -3842285.156083
  nChanged 140
		SP:Iteration 30Q (137834.550000 sec): 3 clusters
  Score: Raw -3845820.934913 + Penalty 3472.576781 = -3842348.358132
  nChanged 98
		SP:Iteration 31Q (137835.020000 sec): 3 clusters
  Score: Raw -3845866.490918 + Penalty 3472.576781 = -3842393.914137
  nChanged 76
		SP:Iteration 32Q (137835.490000 sec): 3 clusters
  Score: Raw -3845904.081186 + Penalty 3472.576781 = -3842431.504405
  nChanged 71
		SP:Iteration 33Q (137835.950000 sec): 3 clusters
  Score: Raw -3845941.204469 + Penalty 3472.576781 = -3842468.627688
  nChanged 54
		SP:Iteration 34Q (137836.430000 sec): 3 clusters
  Score: Raw -3845967.563443 + Penalty 3472.576781 = -3842494.986663
  nChanged 44
		SP:Iteration 35Q (137836.900000 sec): 3 clusters
  Score: Raw -3845984.941974 + Penalty 3472.576781 = -3842512.365193
  nChanged 31
		SP:Iteration 36Q (137837.330000 sec): 3 clusters
  Score: Raw -3845996.604073 + Penalty 3472.576781 = -3842524.027292
  nChanged 20
		SP:Iteration 37Q (137837.780000 sec): 3 clusters
  Score: Raw -3846004.249693 + Penalty 3472.576781 = -3842531.672912
  nChanged 24
		SP:Iteration 38Q (137838.220000 sec): 3 clusters
  Score: Raw -3846014.407402 + Penalty 3472.576781 = -3842541.830621
  nChanged 19
		SP:Iteration 39Q (137838.690000 sec): 3 clusters
  Score: Raw -3846022.858131 + Penalty 3472.576781 = -3842550.281351
  nChanged 13
		SP:Iteration 40F (137839.110000 sec): 3 clusters
  Score: Raw -3846027.770295 + Penalty 3472.576781 = -3842555.193514
  nChanged 7
		SP:Iteration 41Q (137839.570000 sec): 3 clusters
  Score: Raw -3846030.988266 + Penalty 3472.576781 = -3842558.411485
  nChanged 9
		SP:Iteration 42Q (137840.040000 sec): 3 clusters
  Score: Raw -3846034.549584 + Penalty 3472.576781 = -3842561.972803
  nChanged 12
		SP:Iteration 43Q (137840.510000 sec): 3 clusters
  Score: Raw -3846038.338982 + Penalty 3472.576781 = -3842565.762201
  nChanged 10
		SP:Iteration 44Q (137840.970000 sec): 3 clusters
  Score: Raw -3846043.116157 + Penalty 3472.576781 = -3842570.539376
  nChanged 13
		SP:Iteration 45Q (137841.440000 sec): 3 clusters
  Score: Raw -3846048.802792 + Penalty 3472.576781 = -3842576.226011
  nChanged 14
		SP:Iteration 46Q (137841.900000 sec): 3 clusters
  Score: Raw -3846057.278080 + Penalty 3472.576781 = -3842584.701299
  nChanged 16
		SP:Iteration 47Q (137842.340000 sec): 3 clusters
  Score: Raw -3846066.747140 + Penalty 3472.576781 = -3842594.170359
  nChanged 23
		SP:Iteration 48Q (137842.810000 sec): 3 clusters
  Score: Raw -3846084.299059 + Penalty 3472.576781 = -3842611.722278
  nChanged 22
		SP:Iteration 49Q (137843.260000 sec): 3 clusters
  Score: Raw -3846098.045187 + Penalty 3472.576781 = -3842625.468406
  nChanged 19
		SP:Iteration 50Q (137843.730000 sec): 3 clusters
  Score: Raw -3846107.156431 + Penalty 3472.576781 = -3842634.579650
  nChanged 16
		SP:Iteration 51Q (137844.190000 sec): 3 clusters
  Score: Raw -3846115.404384 + Penalty 3472.576781 = -3842642.827604
  nChanged 14
		SP:Iteration 52Q (137844.640000 sec): 3 clusters
  Score: Raw -3846122.450682 + Penalty 3472.576781 = -3842649.873901
  nChanged 8
		SP:Iteration 53Q (137845.090000 sec): 3 clusters
  Score: Raw -3846126.474961 + Penalty 3472.576781 = -3842653.898180
  nChanged 7
		SP:Iteration 54Q (137845.540000 sec): 3 clusters
  Score: Raw -3846128.949423 + Penalty 3472.576781 = -3842656.372643
  nChanged 8
		SP:Iteration 55Q (137846.000000 sec): 3 clusters
  Score: Raw -3846132.645953 + Penalty 3472.576781 = -3842660.069172
  nChanged 7
		SP:Iteration 56Q (137846.460000 sec): 3 clusters
  Score: Raw -3846135.050193 + Penalty 3472.576781 = -3842662.473412
  nChanged 7
		SP:Iteration 57Q (137846.920000 sec): 3 clusters
  Score: Raw -3846138.385004 + Penalty 3472.576781 = -3842665.808223
  nChanged 8
		SP:Iteration 58Q (137847.390000 sec): 3 clusters
  Score: Raw -3846142.614242 + Penalty 3472.576781 = -3842670.037462
  nChanged 4
		SP:Iteration 59Q (137847.840000 sec): 3 clusters
  Score: Raw -3846144.285543 + Penalty 3472.576781 = -3842671.708762
  nChanged 5
		SP:Iteration 60F (137848.260000 sec): 3 clusters
  Score: Raw -3846147.169407 + Penalty 3472.576781 = -3842674.592626
  nChanged 2
		SP:Iteration 61Q (137848.700000 sec): 3 clusters
  Score: Raw -3846147.671945 + Penalty 3472.576781 = -3842675.095164
  nChanged 2
		SP:Iteration 62Q (137849.130000 sec): 3 clusters
  Score: Raw -3846148.865239 + Penalty 3472.576781 = -3842676.288458
  nChanged 3
		SP:Iteration 63Q (137849.600000 sec): 3 clusters
  Score: Raw -3846150.385706 + Penalty 3472.576781 = -3842677.808926
  nChanged 4
		SP:Iteration 64Q (137850.030000 sec): 3 clusters
  Score: Raw -3846153.397555 + Penalty 3472.576781 = -3842680.820774
  nChanged 7
		SP:Iteration 65Q (137850.460000 sec): 3 clusters
  Score: Raw -3846158.011027 + Penalty 3472.576781 = -3842685.434246
  nChanged 6
		SP:Iteration 66Q (137850.900000 sec): 3 clusters
  Score: Raw -3846161.808058 + Penalty 3472.576781 = -3842689.231277
  nChanged 5
		SP:Iteration 67Q (137851.330000 sec): 3 clusters
  Score: Raw -3846164.486647 + Penalty 3472.576781 = -3842691.909866
  nChanged 1
		SP:Iteration 68Q (137851.760000 sec): 3 clusters
  Score: Raw -3846165.395216 + Penalty 3472.576781 = -3842692.818435
  nChanged 1
		SP:Iteration 69Q (137852.190000 sec): 3 clusters
  Score: Raw -3846165.864940 + Penalty 3472.576781 = -3842693.288159
  nChanged 0
		SP:Iteration 70F (137852.590000 sec): 3 clusters
  Score: Raw -3846165.864940 + Penalty 3472.576781 = -3842693.288159
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 2 (6125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137852.670000 sec): 2 clusters
  Score: Raw -503464.843971 + Penalty 1417.021781 = -502047.822190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137852.830000 sec): 3 clusters
  Score: Raw -500129.722828 + Penalty 2834.043562 = -497295.679266
  nChanged 2554
		SP:Iteration 1F (137853.000000 sec): 3 clusters
  Score: Raw -501492.673920 + Penalty 2834.043562 = -498658.630359
  nChanged 450
		SP:Iteration 2F (137853.160000 sec): 3 clusters
  Score: Raw -501720.346764 + Penalty 2834.043562 = -498886.303202
  nChanged 338
		SP:Iteration 3F (137853.320000 sec): 3 clusters
  Score: Raw -501895.679987 + Penalty 2834.043562 = -499061.636426
  nChanged 328
		SP:Iteration 4F (137853.520000 sec): 3 clusters
  Score: Raw -502111.392742 + Penalty 2834.043562 = -499277.349181
  nChanged 367
		SP:Iteration 5F (137853.660000 sec): 3 clusters
  Score: Raw -502371.189563 + Penalty 2834.043562 = -499537.146001
  nChanged 358
		SP:Iteration 6F (137853.880000 sec): 3 clusters
  Score: Raw -502644.735583 + Penalty 2834.043562 = -499810.692022
  nChanged 299
		SP:Iteration 7Q (137854.050000 sec): 3 clusters
  Score: Raw -502849.923591 + Penalty 2834.043562 = -500015.880029
  nChanged 250
		SP:Iteration 8Q (137854.200000 sec): 3 clusters
  Score: Raw -503019.073611 + Penalty 2834.043562 = -500185.030050
  nChanged 226
		SP:Iteration 9Q (137854.360000 sec): 3 clusters
  Score: Raw -503184.591141 + Penalty 2834.043562 = -500350.547579
  nChanged 198
		SP:Iteration 10Q (137854.550000 sec): 3 clusters
  Score: Raw -503320.180148 + Penalty 2834.043562 = -500486.136587
  nChanged 161
		SP:Iteration 11Q (137854.730000 sec): 3 clusters
  Score: Raw -503427.476540 + Penalty 2834.043562 = -500593.432978
  nChanged 148
		SP:Iteration 12Q (137854.860000 sec): 3 clusters
  Score: Raw -503511.901805 + Penalty 2834.043562 = -500677.858244
  nChanged 105
		SP:Iteration 13Q (137855.010000 sec): 3 clusters
  Score: Raw -503573.674326 + Penalty 2834.043562 = -500739.630765
  nChanged 87
		SP:Iteration 14Q (137855.200000 sec): 3 clusters
  Score: Raw -503613.031632 + Penalty 2834.043562 = -500778.988070
  nChanged 59
		SP:Iteration 15Q (137855.360000 sec): 3 clusters
  Score: Raw -503643.516954 + Penalty 2834.043562 = -500809.473392
  nChanged 54
		SP:Iteration 16Q (137855.560000 sec): 3 clusters
  Score: Raw -503664.545184 + Penalty 2834.043562 = -500830.501623
  nChanged 36
		SP:Iteration 17Q (137855.750000 sec): 3 clusters
  Score: Raw -503677.682734 + Penalty 2834.043562 = -500843.639172
  nChanged 34
		SP:Iteration 18Q (137855.980000 sec): 3 clusters
  Score: Raw -503690.570045 + Penalty 2834.043562 = -500856.526484
  nChanged 22
		SP:Iteration 19Q (137856.170000 sec): 3 clusters
  Score: Raw -503697.326135 + Penalty 2834.043562 = -500863.282573
  nChanged 23
		SP:Iteration 20F (137856.330000 sec): 3 clusters
  Score: Raw -503704.745363 + Penalty 2834.043562 = -500870.701801
  nChanged 16
		SP:Iteration 21Q (137856.520000 sec): 3 clusters
  Score: Raw -503710.236987 + Penalty 2834.043562 = -500876.193426
  nChanged 14
		SP:Iteration 22Q (137856.670000 sec): 3 clusters
  Score: Raw -503715.442591 + Penalty 2834.043562 = -500881.399030
  nChanged 17
		SP:Iteration 23Q (137856.840000 sec): 3 clusters
  Score: Raw -503721.702416 + Penalty 2834.043562 = -500887.658855
  nChanged 13
		SP:Iteration 24Q (137857.030000 sec): 3 clusters
  Score: Raw -503726.491774 + Penalty 2834.043562 = -500892.448212
  nChanged 16
		SP:Iteration 25Q (137857.200000 sec): 3 clusters
  Score: Raw -503732.229675 + Penalty 2834.043562 = -500898.186113
  nChanged 18
		SP:Iteration 26Q (137857.380000 sec): 3 clusters
  Score: Raw -503742.631680 + Penalty 2834.043562 = -500908.588119
  nChanged 19
		SP:Iteration 27Q (137857.570000 sec): 3 clusters
  Score: Raw -503752.464997 + Penalty 2834.043562 = -500918.421435
  nChanged 23
		SP:Iteration 28Q (137857.730000 sec): 3 clusters
  Score: Raw -503764.352699 + Penalty 2834.043562 = -500930.309138
  nChanged 20
		SP:Iteration 29Q (137857.920000 sec): 3 clusters
  Score: Raw -503772.083417 + Penalty 2834.043562 = -500938.039855
  nChanged 14
		SP:Iteration 30Q (137858.090000 sec): 3 clusters
  Score: Raw -503776.973802 + Penalty 2834.043562 = -500942.930241
  nChanged 13
		SP:Iteration 31Q (137858.260000 sec): 3 clusters
  Score: Raw -503781.109916 + Penalty 2834.043562 = -500947.066355
  nChanged 9
		SP:Iteration 32Q (137858.410000 sec): 3 clusters
  Score: Raw -503784.122945 + Penalty 2834.043562 = -500950.079384
  nChanged 11
		SP:Iteration 33Q (137858.600000 sec): 3 clusters
  Score: Raw -503787.302776 + Penalty 2834.043562 = -500953.259214
  nChanged 10
		SP:Iteration 34Q (137858.750000 sec): 3 clusters
  Score: Raw -503789.939376 + Penalty 2834.043562 = -500955.895815
  nChanged 8
		SP:Iteration 35Q (137858.920000 sec): 3 clusters
  Score: Raw -503791.962419 + Penalty 2834.043562 = -500957.918857
  nChanged 7
		SP:Iteration 36Q (137859.070000 sec): 3 clusters
  Score: Raw -503793.831513 + Penalty 2834.043562 = -500959.787952
  nChanged 10
		SP:Iteration 37Q (137859.240000 sec): 3 clusters
  Score: Raw -503796.981126 + Penalty 2834.043562 = -500962.937565
  nChanged 11
		SP:Iteration 38Q (137859.390000 sec): 3 clusters
  Score: Raw -503802.269419 + Penalty 2834.043562 = -500968.225858
  nChanged 7
		SP:Iteration 39Q (137859.560000 sec): 3 clusters
  Score: Raw -503804.567207 + Penalty 2834.043562 = -500970.523645
  nChanged 10
		SP:Iteration 40F (137859.730000 sec): 3 clusters
  Score: Raw -503808.452269 + Penalty 2834.043562 = -500974.408708
  nChanged 12
		SP:Iteration 41Q (137859.870000 sec): 3 clusters
  Score: Raw -503814.925310 + Penalty 2834.043562 = -500980.881749
  nChanged 11
		SP:Iteration 42Q (137860.060000 sec): 3 clusters
  Score: Raw -503818.312471 + Penalty 2834.043562 = -500984.268909
  nChanged 11
		SP:Iteration 43Q (137860.210000 sec): 3 clusters
  Score: Raw -503822.531887 + Penalty 2834.043562 = -500988.488326
  nChanged 11
		SP:Iteration 44Q (137860.360000 sec): 3 clusters
  Score: Raw -503827.643839 + Penalty 2834.043562 = -500993.600278
  nChanged 11
		SP:Iteration 45Q (137860.530000 sec): 3 clusters
  Score: Raw -503831.850558 + Penalty 2834.043562 = -500997.806997
  nChanged 12
		SP:Iteration 46Q (137860.720000 sec): 3 clusters
  Score: Raw -503836.523155 + Penalty 2834.043562 = -501002.479593
  nChanged 9
		SP:Iteration 47Q (137860.870000 sec): 3 clusters
  Score: Raw -503838.821724 + Penalty 2834.043562 = -501004.778162
  nChanged 6
		SP:Iteration 48Q (137861.030000 sec): 3 clusters
  Score: Raw -503840.827800 + Penalty 2834.043562 = -501006.784239
  nChanged 7
		SP:Iteration 49Q (137861.230000 sec): 3 clusters
  Score: Raw -503844.232084 + Penalty 2834.043562 = -501010.188522
  nChanged 6
		SP:Iteration 50Q (137861.410000 sec): 3 clusters
  Score: Raw -503847.226070 + Penalty 2834.043562 = -501013.182508
  nChanged 9
		SP:Iteration 51Q (137861.580000 sec): 3 clusters
  Score: Raw -503851.107175 + Penalty 2834.043562 = -501017.063614
  nChanged 7
		SP:Iteration 52Q (137861.750000 sec): 3 clusters
  Score: Raw -503854.037858 + Penalty 2834.043562 = -501019.994296
  nChanged 8
		SP:Iteration 53Q (137861.930000 sec): 3 clusters
  Score: Raw -503856.383445 + Penalty 2834.043562 = -501022.339883
  nChanged 7
		SP:Iteration 54Q (137862.090000 sec): 3 clusters
  Score: Raw -503859.179894 + Penalty 2834.043562 = -501025.136333
  nChanged 9
		SP:Iteration 55Q (137862.270000 sec): 3 clusters
  Score: Raw -503862.323806 + Penalty 2834.043562 = -501028.280244
  nChanged 7
		SP:Iteration 56Q (137862.470000 sec): 3 clusters
  Score: Raw -503864.806010 + Penalty 2834.043562 = -501030.762449
  nChanged 4
		SP:Iteration 57Q (137862.620000 sec): 3 clusters
  Score: Raw -503866.653246 + Penalty 2834.043562 = -501032.609684
  nChanged 3
		SP:Iteration 58Q (137862.790000 sec): 3 clusters
  Score: Raw -503867.733631 + Penalty 2834.043562 = -501033.690069
  nChanged 5
		SP:Iteration 59Q (137862.940000 sec): 3 clusters
  Score: Raw -503870.180557 + Penalty 2834.043562 = -501036.136995
  nChanged 7
		SP:Iteration 60F (137863.090000 sec): 3 clusters
  Score: Raw -503873.650441 + Penalty 2834.043562 = -501039.606880
  nChanged 12
		SP:Iteration 61Q (137863.260000 sec): 3 clusters
  Score: Raw -503881.632400 + Penalty 2834.043562 = -501047.588838
  nChanged 9
		SP:Iteration 62Q (137863.450000 sec): 3 clusters
  Score: Raw -503886.201514 + Penalty 2834.043562 = -501052.157953
  nChanged 4
		SP:Iteration 63Q (137863.630000 sec): 3 clusters
  Score: Raw -503888.990542 + Penalty 2834.043562 = -501054.946980
  nChanged 6
		SP:Iteration 64Q (137863.810000 sec): 3 clusters
  Score: Raw -503892.747517 + Penalty 2834.043562 = -501058.703956
  nChanged 7
		SP:Iteration 65Q (137863.970000 sec): 3 clusters
  Score: Raw -503896.859532 + Penalty 2834.043562 = -501062.815970
  nChanged 8
		SP:Iteration 66Q (137864.120000 sec): 3 clusters
  Score: Raw -503900.862329 + Penalty 2834.043562 = -501066.818767
  nChanged 9
		SP:Iteration 67Q (137864.290000 sec): 3 clusters
  Score: Raw -503905.590990 + Penalty 2834.043562 = -501071.547429
  nChanged 12
		SP:Iteration 68Q (137864.470000 sec): 3 clusters
  Score: Raw -503912.709416 + Penalty 2834.043562 = -501078.665855
  nChanged 9
		SP:Iteration 69Q (137864.630000 sec): 3 clusters
  Score: Raw -503920.322210 + Penalty 2834.043562 = -501086.278648
  nChanged 12
		SP:Iteration 70Q (137864.790000 sec): 3 clusters
  Score: Raw -503927.767043 + Penalty 2834.043562 = -501093.723481
  nChanged 7
		SP:Iteration 71Q (137864.970000 sec): 3 clusters
  Score: Raw -503931.815425 + Penalty 2834.043562 = -501097.771864
  nChanged 5
		SP:Iteration 72Q (137865.160000 sec): 3 clusters
  Score: Raw -503934.097991 + Penalty 2834.043562 = -501100.054429
  nChanged 5
		SP:Iteration 73Q (137865.310000 sec): 3 clusters
  Score: Raw -503936.084430 + Penalty 2834.043562 = -501102.040868
  nChanged 2
		SP:Iteration 74Q (137865.460000 sec): 3 clusters
  Score: Raw -503936.519717 + Penalty 2834.043562 = -501102.476156
  nChanged 0
		SP:Iteration 75F (137865.610000 sec): 3 clusters
  Score: Raw -503936.519717 + Penalty 2834.043562 = -501102.476156
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 3 (12555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137865.760000 sec): 2 clusters
  Score: Raw -1040166.607655 + Penalty 1533.654569 = -1038632.953085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137865.950000 sec): 3 clusters
  Score: Raw -1032898.422207 + Penalty 3067.309138 = -1029831.113069
  nChanged 5532
		SP:Iteration 1F (137866.120000 sec): 3 clusters
  Score: Raw -1036132.403360 + Penalty 3067.309138 = -1033065.094221
  nChanged 904
		SP:Iteration 2F (137866.300000 sec): 3 clusters
  Score: Raw -1036643.953379 + Penalty 3067.309138 = -1033576.644241
  nChanged 841
		SP:Iteration 3F (137866.500000 sec): 3 clusters
  Score: Raw -1037122.214179 + Penalty 3067.309138 = -1034054.905041
  nChanged 804
		SP:Iteration 4F (137866.750000 sec): 3 clusters
  Score: Raw -1037647.009093 + Penalty 3067.309138 = -1034579.699954
  nChanged 835
		SP:Iteration 5F (137866.950000 sec): 3 clusters
  Score: Raw -1038262.981682 + Penalty 3067.309138 = -1035195.672543
  nChanged 832
		SP:Iteration 6F (137867.130000 sec): 3 clusters
  Score: Raw -1038860.917691 + Penalty 3067.309138 = -1035793.608552
  nChanged 700
		SP:Iteration 7F (137867.360000 sec): 3 clusters
  Score: Raw -1039295.996176 + Penalty 3067.309138 = -1036228.687038
  nChanged 569
		SP:Iteration 8Q (137867.580000 sec): 3 clusters
  Score: Raw -1039616.913472 + Penalty 3067.309138 = -1036549.604333
  nChanged 408
		SP:Iteration 9Q (137867.770000 sec): 3 clusters
  Score: Raw -1039789.842501 + Penalty 3067.309138 = -1036722.533363
  nChanged 307
		SP:Iteration 10Q (137867.970000 sec): 3 clusters
  Score: Raw -1039904.406535 + Penalty 3067.309138 = -1036837.097397
  nChanged 243
		SP:Iteration 11Q (137868.170000 sec): 3 clusters
  Score: Raw -1039990.438817 + Penalty 3067.309138 = -1036923.129679
  nChanged 200
		SP:Iteration 12Q (137868.470000 sec): 3 clusters
  Score: Raw -1040058.305507 + Penalty 3067.309138 = -1036990.996369
  nChanged 164
		SP:Iteration 13Q (137868.630000 sec): 3 clusters
  Score: Raw -1040110.743221 + Penalty 3067.309138 = -1037043.434083
  nChanged 146
		SP:Iteration 14Q (137868.820000 sec): 3 clusters
  Score: Raw -1040145.509443 + Penalty 3067.309138 = -1037078.200305
  nChanged 123
		SP:Iteration 15Q (137869.100000 sec): 3 clusters
  Score: Raw -1040175.663873 + Penalty 3067.309138 = -1037108.354735
  nChanged 117
		SP:Iteration 16Q (137869.350000 sec): 3 clusters
  Score: Raw -1040204.770019 + Penalty 3067.309138 = -1037137.460881
  nChanged 112
		SP:Iteration 17Q (137869.510000 sec): 3 clusters
  Score: Raw -1040231.827726 + Penalty 3067.309138 = -1037164.518588
  nChanged 125
		SP:Iteration 18Q (137869.750000 sec): 3 clusters
  Score: Raw -1040260.559689 + Penalty 3067.309138 = -1037193.250551
  nChanged 103
		SP:Iteration 19Q (137869.970000 sec): 3 clusters
  Score: Raw -1040283.290954 + Penalty 3067.309138 = -1037215.981816
  nChanged 109
		SP:Iteration 20F (137870.200000 sec): 3 clusters
  Score: Raw -1040306.817909 + Penalty 3067.309138 = -1037239.508771
  nChanged 106
		SP:Iteration 21Q (137870.490000 sec): 3 clusters
  Score: Raw -1040331.938202 + Penalty 3067.309138 = -1037264.629063
  nChanged 115
		SP:Iteration 22Q (137870.730000 sec): 3 clusters
  Score: Raw -1040361.586480 + Penalty 3067.309138 = -1037294.277342
  nChanged 111
		SP:Iteration 23Q (137870.920000 sec): 3 clusters
  Score: Raw -1040394.229332 + Penalty 3067.309138 = -1037326.920194
  nChanged 114
		SP:Iteration 24Q (137871.180000 sec): 3 clusters
  Score: Raw -1040427.200180 + Penalty 3067.309138 = -1037359.891042
  nChanged 124
		SP:Iteration 25Q (137871.410000 sec): 3 clusters
  Score: Raw -1040459.718107 + Penalty 3067.309138 = -1037392.408969
  nChanged 103
		SP:Iteration 26Q (137871.690000 sec): 3 clusters
  Score: Raw -1040490.505980 + Penalty 3067.309138 = -1037423.196841
  nChanged 112
		SP:Iteration 27Q (137871.850000 sec): 3 clusters
  Score: Raw -1040523.386943 + Penalty 3067.309138 = -1037456.077804
  nChanged 122
		SP:Iteration 28Q (137872.070000 sec): 3 clusters
  Score: Raw -1040557.196068 + Penalty 3067.309138 = -1037489.886929
  nChanged 122
		SP:Iteration 29Q (137872.260000 sec): 3 clusters
  Score: Raw -1040594.192603 + Penalty 3067.309138 = -1037526.883465
  nChanged 120
		SP:Iteration 30Q (137872.480000 sec): 3 clusters
  Score: Raw -1040631.448166 + Penalty 3067.309138 = -1037564.139028
  nChanged 116
		SP:Iteration 31Q (137872.740000 sec): 3 clusters
  Score: Raw -1040665.126414 + Penalty 3067.309138 = -1037597.817275
  nChanged 113
		SP:Iteration 32Q (137872.970000 sec): 3 clusters
  Score: Raw -1040693.632810 + Penalty 3067.309138 = -1037626.323671
  nChanged 114
		SP:Iteration 33Q (137873.230000 sec): 3 clusters
  Score: Raw -1040722.474860 + Penalty 3067.309138 = -1037655.165722
  nChanged 109
		SP:Iteration 34Q (137873.430000 sec): 3 clusters
  Score: Raw -1040747.452422 + Penalty 3067.309138 = -1037680.143284
  nChanged 85
		SP:Iteration 35Q (137873.660000 sec): 3 clusters
  Score: Raw -1040762.299059 + Penalty 3067.309138 = -1037694.989920
  nChanged 64
		SP:Iteration 36Q (137873.900000 sec): 3 clusters
  Score: Raw -1040775.762731 + Penalty 3067.309138 = -1037708.453593
  nChanged 64
		SP:Iteration 37Q (137874.140000 sec): 3 clusters
  Score: Raw -1040789.681810 + Penalty 3067.309138 = -1037722.372672
  nChanged 58
		SP:Iteration 38Q (137874.400000 sec): 3 clusters
  Score: Raw -1040803.865739 + Penalty 3067.309138 = -1037736.556601
  nChanged 56
		SP:Iteration 39Q (137874.620000 sec): 3 clusters
  Score: Raw -1040815.375748 + Penalty 3067.309138 = -1037748.066610
  nChanged 52
		SP:Iteration 40F (137874.820000 sec): 3 clusters
  Score: Raw -1040824.948004 + Penalty 3067.309138 = -1037757.638866
  nChanged 46
		SP:Iteration 41Q (137875.020000 sec): 3 clusters
  Score: Raw -1040833.340398 + Penalty 3067.309138 = -1037766.031259
  nChanged 41
		SP:Iteration 42Q (137875.290000 sec): 3 clusters
  Score: Raw -1040840.791147 + Penalty 3067.309138 = -1037773.482009
  nChanged 40
		SP:Iteration 43Q (137875.480000 sec): 3 clusters
  Score: Raw -1040847.244263 + Penalty 3067.309138 = -1037779.935125
  nChanged 44
		SP:Iteration 44Q (137875.670000 sec): 3 clusters
  Score: Raw -1040854.721278 + Penalty 3067.309138 = -1037787.412139
  nChanged 51
		SP:Iteration 45Q (137875.940000 sec): 3 clusters
  Score: Raw -1040863.952904 + Penalty 3067.309138 = -1037796.643766
  nChanged 61
		SP:Iteration 46Q (137876.160000 sec): 3 clusters
  Score: Raw -1040875.800211 + Penalty 3067.309138 = -1037808.491073
  nChanged 62
		SP:Iteration 47Q (137876.400000 sec): 3 clusters
  Score: Raw -1040887.681265 + Penalty 3067.309138 = -1037820.372127
  nChanged 67
		SP:Iteration 48Q (137876.570000 sec): 3 clusters
  Score: Raw -1040901.136266 + Penalty 3067.309138 = -1037833.827128
  nChanged 61
		SP:Iteration 49Q (137876.840000 sec): 3 clusters
  Score: Raw -1040912.099839 + Penalty 3067.309138 = -1037844.790700
  nChanged 53
		SP:Iteration 50Q (137877.010000 sec): 3 clusters
  Score: Raw -1040920.872934 + Penalty 3067.309138 = -1037853.563796
  nChanged 58
		SP:Iteration 51Q (137877.260000 sec): 3 clusters
  Score: Raw -1040930.570291 + Penalty 3067.309138 = -1037863.261153
  nChanged 56
		SP:Iteration 52Q (137877.460000 sec): 3 clusters
  Score: Raw -1040941.218569 + Penalty 3067.309138 = -1037873.909431
  nChanged 48
		SP:Iteration 53Q (137877.710000 sec): 3 clusters
  Score: Raw -1040950.293199 + Penalty 3067.309138 = -1037882.984061
  nChanged 48
		SP:Iteration 54Q (137877.920000 sec): 3 clusters
  Score: Raw -1040957.943567 + Penalty 3067.309138 = -1037890.634429
  nChanged 37
		SP:Iteration 55Q (137878.140000 sec): 3 clusters
  Score: Raw -1040964.596769 + Penalty 3067.309138 = -1037897.287631
  nChanged 45
		SP:Iteration 56Q (137878.380000 sec): 3 clusters
  Score: Raw -1040973.754910 + Penalty 3067.309138 = -1037906.445772
  nChanged 49
		SP:Iteration 57Q (137878.620000 sec): 3 clusters
  Score: Raw -1040983.550894 + Penalty 3067.309138 = -1037916.241756
  nChanged 45
		SP:Iteration 58Q (137878.810000 sec): 3 clusters
  Score: Raw -1040991.599914 + Penalty 3067.309138 = -1037924.290776
  nChanged 45
		SP:Iteration 59Q (137879.010000 sec): 3 clusters
  Score: Raw -1040998.641620 + Penalty 3067.309138 = -1037931.332482
  nChanged 43
		SP:Iteration 60F (137879.230000 sec): 3 clusters
  Score: Raw -1041004.615507 + Penalty 3067.309138 = -1037937.306369
  nChanged 27
		SP:Iteration 61Q (137879.460000 sec): 3 clusters
  Score: Raw -1041008.621921 + Penalty 3067.309138 = -1037941.312783
  nChanged 32
		SP:Iteration 62Q (137879.710000 sec): 3 clusters
  Score: Raw -1041013.453642 + Penalty 3067.309138 = -1037946.144504
  nChanged 23
		SP:Iteration 63Q (137879.940000 sec): 3 clusters
  Score: Raw -1041016.914978 + Penalty 3067.309138 = -1037949.605840
  nChanged 25
		SP:Iteration 64Q (137880.210000 sec): 3 clusters
  Score: Raw -1041020.491431 + Penalty 3067.309138 = -1037953.182293
  nChanged 19
		SP:Iteration 65Q (137880.470000 sec): 3 clusters
  Score: Raw -1041023.140119 + Penalty 3067.309138 = -1037955.830981
  nChanged 19
		SP:Iteration 66Q (137880.710000 sec): 3 clusters
  Score: Raw -1041026.637698 + Penalty 3067.309138 = -1037959.328560
  nChanged 19
		SP:Iteration 67Q (137880.970000 sec): 3 clusters
  Score: Raw -1041029.228186 + Penalty 3067.309138 = -1037961.919047
  nChanged 18
		SP:Iteration 68Q (137881.210000 sec): 3 clusters
  Score: Raw -1041032.150717 + Penalty 3067.309138 = -1037964.841579
  nChanged 25
		SP:Iteration 69Q (137881.510000 sec): 3 clusters
  Score: Raw -1041036.358116 + Penalty 3067.309138 = -1037969.048977
  nChanged 23
		SP:Iteration 70Q (137881.670000 sec): 3 clusters
  Score: Raw -1041040.066002 + Penalty 3067.309138 = -1037972.756864
  nChanged 17
		SP:Iteration 71Q (137881.970000 sec): 3 clusters
  Score: Raw -1041042.808342 + Penalty 3067.309138 = -1037975.499204
  nChanged 18
		SP:Iteration 72Q (137882.140000 sec): 3 clusters
  Score: Raw -1041045.435814 + Penalty 3067.309138 = -1037978.126676
  nChanged 17
		SP:Iteration 73Q (137882.410000 sec): 3 clusters
  Score: Raw -1041048.046356 + Penalty 3067.309138 = -1037980.737217
  nChanged 15
		SP:Iteration 74Q (137882.570000 sec): 3 clusters
  Score: Raw -1041050.217540 + Penalty 3067.309138 = -1037982.908402
  nChanged 13
		SP:Iteration 75Q (137882.810000 sec): 3 clusters
  Score: Raw -1041052.134119 + Penalty 3067.309138 = -1037984.824980
  nChanged 12
		SP:Iteration 76Q (137883.090000 sec): 3 clusters
  Score: Raw -1041053.588070 + Penalty 3067.309138 = -1037986.278931
  nChanged 6
		SP:Iteration 77Q (137883.380000 sec): 3 clusters
  Score: Raw -1041054.168159 + Penalty 3067.309138 = -1037986.859021
  nChanged 4
		SP:Iteration 78Q (137883.630000 sec): 3 clusters
  Score: Raw -1041054.504511 + Penalty 3067.309138 = -1037987.195372
  nChanged 2
		SP:Iteration 79Q (137883.790000 sec): 3 clusters
  Score: Raw -1041054.670008 + Penalty 3067.309138 = -1037987.360869
  nChanged 2
		SP:Iteration 80F (137884.050000 sec): 3 clusters
  Score: Raw -1041054.872329 + Penalty 3067.309138 = -1037987.563190
  nChanged 3
		SP:Iteration 81Q (137884.210000 sec): 3 clusters
  Score: Raw -1041055.149776 + Penalty 3067.309138 = -1037987.840637
  nChanged 0
		SP:Iteration 82F (137884.410000 sec): 3 clusters
  Score: Raw -1041055.149776 + Penalty 3067.309138 = -1037987.840637
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 4 (57241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137884.790000 sec): 2 clusters
  Score: Raw -5403949.603327 + Penalty 1780.191677 = -5402169.411650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137885.350000 sec): 3 clusters
  Score: Raw -5367299.682132 + Penalty 3560.383354 = -5363739.298778
  nChanged 27060
		SP:Iteration 1F (137885.880000 sec): 3 clusters
  Score: Raw -5382758.183360 + Penalty 3560.383354 = -5379197.800006
  nChanged 1823
		SP:Iteration 2Q (137886.490000 sec): 3 clusters
  Score: Raw -5383154.075974 + Penalty 3560.383354 = -5379593.692620
  nChanged 1782
		SP:Iteration 3Q (137887.000000 sec): 3 clusters
  Score: Raw -5383562.586746 + Penalty 3560.383354 = -5380002.203392
  nChanged 1739
		SP:Iteration 4Q (137887.570000 sec): 3 clusters
  Score: Raw -5383977.907865 + Penalty 3560.383354 = -5380417.524511
  nChanged 1768
		SP:Iteration 5Q (137888.190000 sec): 3 clusters
  Score: Raw -5384444.082201 + Penalty 3560.383354 = -5380883.698847
  nChanged 1951
		SP:Iteration 6Q (137888.770000 sec): 3 clusters
  Score: Raw -5385083.915481 + Penalty 3560.383354 = -5381523.532127
  nChanged 2250
		SP:Iteration 7Q (137889.360000 sec): 3 clusters
  Score: Raw -5386084.353563 + Penalty 3560.383354 = -5382523.970210
  nChanged 2760
		SP:Iteration 8Q (137889.960000 sec): 3 clusters
  Score: Raw -5387752.290008 + Penalty 3560.383354 = -5384191.906654
  nChanged 3454
		SP:Iteration 9F (137890.470000 sec): 3 clusters
  Score: Raw -5390613.121693 + Penalty 3560.383354 = -5387052.738340
  nChanged 4189
		SP:Iteration 10F (137890.980000 sec): 3 clusters
  Score: Raw -5395256.087105 + Penalty 3560.383354 = -5391695.703752
  nChanged 4286
		SP:Iteration 11F (137891.500000 sec): 3 clusters
  Score: Raw -5400259.565139 + Penalty 3560.383354 = -5396699.181785
  nChanged 3265
		SP:Iteration 12F (137892.050000 sec): 3 clusters
  Score: Raw -5403516.273684 + Penalty 3560.383354 = -5399955.890331
  nChanged 2042
		SP:Iteration 13Q (137892.600000 sec): 3 clusters
  Score: Raw -5405299.286875 + Penalty 3560.383354 = -5401738.903522
  nChanged 1386
		SP:Iteration 14Q (137893.090000 sec): 3 clusters
  Score: Raw -5406317.612674 + Penalty 3560.383354 = -5402757.229321
  nChanged 937
		SP:Iteration 15Q (137893.670000 sec): 3 clusters
  Score: Raw -5406773.466756 + Penalty 3560.383354 = -5403213.083402
  nChanged 584
		SP:Iteration 16Q (137894.220000 sec): 3 clusters
  Score: Raw -5406942.475455 + Penalty 3560.383354 = -5403382.092101
  nChanged 337
		SP:Iteration 17Q (137894.760000 sec): 3 clusters
  Score: Raw -5407002.718639 + Penalty 3560.383354 = -5403442.335286
  nChanged 191
		SP:Iteration 18Q (137895.230000 sec): 3 clusters
  Score: Raw -5407025.122361 + Penalty 3560.383354 = -5403464.739007
  nChanged 121
		SP:Iteration 19Q (137895.760000 sec): 3 clusters
  Score: Raw -5407034.695461 + Penalty 3560.383354 = -5403474.312108
  nChanged 82
		SP:Iteration 20F (137896.290000 sec): 3 clusters
  Score: Raw -5407039.070910 + Penalty 3560.383354 = -5403478.687556
  nChanged 51
		SP:Iteration 21Q (137896.820000 sec): 3 clusters
  Score: Raw -5407041.339058 + Penalty 3560.383354 = -5403480.955705
  nChanged 35
		SP:Iteration 22Q (137897.320000 sec): 3 clusters
  Score: Raw -5407042.501407 + Penalty 3560.383354 = -5403482.118053
  nChanged 31
		SP:Iteration 23Q (137897.880000 sec): 3 clusters
  Score: Raw -5407043.515183 + Penalty 3560.383354 = -5403483.131829
  nChanged 18
		SP:Iteration 24Q (137898.360000 sec): 3 clusters
  Score: Raw -5407043.977677 + Penalty 3560.383354 = -5403483.594323
  nChanged 13
		SP:Iteration 25Q (137898.880000 sec): 3 clusters
  Score: Raw -5407044.259240 + Penalty 3560.383354 = -5403483.875886
  nChanged 9
		SP:Iteration 26Q (137899.440000 sec): 3 clusters
  Score: Raw -5407044.463451 + Penalty 3560.383354 = -5403484.080097
  nChanged 4
		SP:Iteration 27Q (137899.970000 sec): 3 clusters
  Score: Raw -5407044.556816 + Penalty 3560.383354 = -5403484.173462
  nChanged 3
		SP:Iteration 28Q (137900.500000 sec): 3 clusters
  Score: Raw -5407044.616839 + Penalty 3560.383354 = -5403484.233485
  nChanged 1
		SP:Iteration 29Q (137901.040000 sec): 3 clusters
  Score: Raw -5407044.633654 + Penalty 3560.383354 = -5403484.250300
  nChanged 1
		SP:Iteration 30Q (137901.540000 sec): 3 clusters
  Score: Raw -5407044.650830 + Penalty 3560.383354 = -5403484.267476
  nChanged 1
		SP:Iteration 31Q (137902.070000 sec): 3 clusters
  Score: Raw -5407044.665770 + Penalty 3560.383354 = -5403484.282416
  nChanged 1
		SP:Iteration 32Q (137902.550000 sec): 3 clusters
  Score: Raw -5407044.684265 + Penalty 3560.383354 = -5403484.300911
  nChanged 2
		SP:Iteration 33Q (137903.050000 sec): 3 clusters
  Score: Raw -5407044.723943 + Penalty 3560.383354 = -5403484.340589
  nChanged 0
		SP:Iteration 34F (137903.560000 sec): 3 clusters
  Score: Raw -5407044.723943 + Penalty 3560.383354 = -5403484.340589
  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 10.71 GB.

 Trying to split cluster 5 (165257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137904.450000 sec): 2 clusters
  Score: Raw -14141140.439189 + Penalty 1952.479281 = -14139187.959908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137905.630000 sec): 3 clusters
  Score: Raw -14032235.739344 + Penalty 3904.958563 = -14028330.780781
  nChanged 79654
		SP:Iteration 1F (137906.880000 sec): 3 clusters
  Score: Raw -14082165.218840 + Penalty 3904.958563 = -14078260.260277
  nChanged 7211
		SP:Iteration 2Q (137908.160000 sec): 3 clusters
  Score: Raw -14084796.338075 + Penalty 3904.958563 = -14080891.379512
  nChanged 7679
		SP:Iteration 3Q (137909.490000 sec): 3 clusters
  Score: Raw -14087813.409328 + Penalty 3904.958563 = -14083908.450765
  nChanged 8295
		SP:Iteration 4F (137910.700000 sec): 3 clusters
  Score: Raw -14091348.327429 + Penalty 3904.958563 = -14087443.368866
  nChanged 8685
		SP:Iteration 5F (137911.980000 sec): 3 clusters
  Score: Raw -14095550.185113 + Penalty 3904.958563 = -14091645.226550
  nChanged 9030
		SP:Iteration 6F (137913.170000 sec): 3 clusters
  Score: Raw -14100177.698438 + Penalty 3904.958563 = -14096272.739875
  nChanged 8730
		SP:Iteration 7F (137914.300000 sec): 3 clusters
  Score: Raw -14104371.806705 + Penalty 3904.958563 = -14100466.848142
  nChanged 7568
		SP:Iteration 8Q (137915.640000 sec): 3 clusters
  Score: Raw -14107665.785198 + Penalty 3904.958563 = -14103760.826635
  nChanged 6472
		SP:Iteration 9Q (137916.980000 sec): 3 clusters
  Score: Raw -14110409.809097 + Penalty 3904.958563 = -14106504.850534
  nChanged 5592
		SP:Iteration 10Q (137918.300000 sec): 3 clusters
  Score: Raw -14112832.826245 + Penalty 3904.958563 = -14108927.867682
  nChanged 5052
		SP:Iteration 11Q (137919.540000 sec): 3 clusters
  Score: Raw -14114901.906707 + Penalty 3904.958563 = -14110996.948144
  nChanged 4389
		SP:Iteration 12Q (137920.860000 sec): 3 clusters
  Score: Raw -14116517.491830 + Penalty 3904.958563 = -14112612.533267
  nChanged 3708
		SP:Iteration 13Q (137922.210000 sec): 3 clusters
  Score: Raw -14117686.343275 + Penalty 3904.958563 = -14113781.384712
  nChanged 3015
		SP:Iteration 14Q (137923.510000 sec): 3 clusters
  Score: Raw -14118501.977095 + Penalty 3904.958563 = -14114597.018532
  nChanged 2501
		SP:Iteration 15Q (137924.790000 sec): 3 clusters
  Score: Raw -14119130.884388 + Penalty 3904.958563 = -14115225.925825
  nChanged 2195
		SP:Iteration 16Q (137926.150000 sec): 3 clusters
  Score: Raw -14119650.290720 + Penalty 3904.958563 = -14115745.332157
  nChanged 2071
		SP:Iteration 17Q (137927.450000 sec): 3 clusters
  Score: Raw -14120133.837111 + Penalty 3904.958563 = -14116228.878548
  nChanged 2118
		SP:Iteration 18Q (137928.800000 sec): 3 clusters
  Score: Raw -14120633.732490 + Penalty 3904.958563 = -14116728.773927
  nChanged 2057
		SP:Iteration 19Q (137930.100000 sec): 3 clusters
  Score: Raw -14121118.315813 + Penalty 3904.958563 = -14117213.357250
  nChanged 2105
		SP:Iteration 20F (137931.320000 sec): 3 clusters
  Score: Raw -14121622.199055 + Penalty 3904.958563 = -14117717.240492
  nChanged 2132
		SP:Iteration 21Q (137932.590000 sec): 3 clusters
  Score: Raw -14122143.584856 + Penalty 3904.958563 = -14118238.626293
  nChanged 2196
		SP:Iteration 22Q (137933.890000 sec): 3 clusters
  Score: Raw -14122702.657219 + Penalty 3904.958563 = -14118797.698656
  nChanged 2324
		SP:Iteration 23Q (137935.190000 sec): 3 clusters
  Score: Raw -14123334.204438 + Penalty 3904.958563 = -14119429.245875
  nChanged 2468
		SP:Iteration 24Q (137936.460000 sec): 3 clusters
  Score: Raw -14124044.057748 + Penalty 3904.958563 = -14120139.099185
  nChanged 2583
		SP:Iteration 25Q (137937.780000 sec): 3 clusters
  Score: Raw -14124823.718087 + Penalty 3904.958563 = -14120918.759524
  nChanged 2654
		SP:Iteration 26Q (137939.080000 sec): 3 clusters
  Score: Raw -14125656.896921 + Penalty 3904.958563 = -14121751.938358
  nChanged 2745
		SP:Iteration 27Q (137940.400000 sec): 3 clusters
  Score: Raw -14126566.897700 + Penalty 3904.958563 = -14122661.939137
  nChanged 2783
		SP:Iteration 28Q (137941.690000 sec): 3 clusters
  Score: Raw -14127547.685043 + Penalty 3904.958563 = -14123642.726480
  nChanged 2799
		SP:Iteration 29Q (137943.000000 sec): 3 clusters
  Score: Raw -14128585.020779 + Penalty 3904.958563 = -14124680.062216
  nChanged 2856
		SP:Iteration 30Q (137944.320000 sec): 3 clusters
  Score: Raw -14129720.191247 + Penalty 3904.958563 = -14125815.232684
  nChanged 2825
		SP:Iteration 31Q (137945.630000 sec): 3 clusters
  Score: Raw -14130898.436747 + Penalty 3904.958563 = -14126993.478184
  nChanged 2797
		SP:Iteration 32Q (137946.900000 sec): 3 clusters
  Score: Raw -14132128.652745 + Penalty 3904.958563 = -14128223.694182
  nChanged 2697
		SP:Iteration 33Q (137948.140000 sec): 3 clusters
  Score: Raw -14133313.851232 + Penalty 3904.958563 = -14129408.892669
  nChanged 2456
		SP:Iteration 34Q (137949.410000 sec): 3 clusters
  Score: Raw -14134449.267863 + Penalty 3904.958563 = -14130544.309300
  nChanged 2302
		SP:Iteration 35Q (137950.600000 sec): 3 clusters
  Score: Raw -14135556.875905 + Penalty 3904.958563 = -14131651.917342
  nChanged 2089
		SP:Iteration 36Q (137951.930000 sec): 3 clusters
  Score: Raw -14136616.488236 + Penalty 3904.958563 = -14132711.529673
  nChanged 1913
		SP:Iteration 37Q (137953.180000 sec): 3 clusters
  Score: Raw -14137639.368991 + Penalty 3904.958563 = -14133734.410428
  nChanged 1705
		SP:Iteration 38Q (137954.420000 sec): 3 clusters
  Score: Raw -14138584.607720 + Penalty 3904.958563 = -14134679.649157
  nChanged 1403
		SP:Iteration 39Q (137955.690000 sec): 3 clusters
  Score: Raw -14139381.587409 + Penalty 3904.958563 = -14135476.628846
  nChanged 1143
		SP:Iteration 40F (137956.900000 sec): 3 clusters
  Score: Raw -14140042.818478 + Penalty 3904.958563 = -14136137.859915
  nChanged 873
		SP:Iteration 41Q (137958.130000 sec): 3 clusters
  Score: Raw -14140534.716135 + Penalty 3904.958563 = -14136629.757572
  nChanged 629
		SP:Iteration 42Q (137959.340000 sec): 3 clusters
  Score: Raw -14140881.649585 + Penalty 3904.958563 = -14136976.691022
  nChanged 420
		SP:Iteration 43Q (137960.570000 sec): 3 clusters
  Score: Raw -14141109.390184 + Penalty 3904.958563 = -14137204.431621
  nChanged 283
		SP:Iteration 44Q (137961.730000 sec): 3 clusters
  Score: Raw -14141258.056752 + Penalty 3904.958563 = -14137353.098189
  nChanged 196
		SP:Iteration 45Q (137962.930000 sec): 3 clusters
  Score: Raw -14141355.669328 + Penalty 3904.958563 = -14137450.710765
  nChanged 144
		SP:Iteration 46Q (137964.140000 sec): 3 clusters
  Score: Raw -14141414.762326 + Penalty 3904.958563 = -14137509.803763
  nChanged 104
		SP:Iteration 47Q (137965.330000 sec): 3 clusters
  Score: Raw -14141463.587225 + Penalty 3904.958563 = -14137558.628662
  nChanged 90
		SP:Iteration 48Q (137966.590000 sec): 3 clusters
  Score: Raw -14141504.836670 + Penalty 3904.958563 = -14137599.878107
  nChanged 84
		SP:Iteration 49Q (137967.850000 sec): 3 clusters
  Score: Raw -14141542.144626 + Penalty 3904.958563 = -14137637.186063
  nChanged 54
		SP:Iteration 50Q (137969.110000 sec): 3 clusters
  Score: Raw -14141564.844282 + Penalty 3904.958563 = -14137659.885719
  nChanged 45
		SP:Iteration 51Q (137970.370000 sec): 3 clusters
  Score: Raw -14141582.695063 + Penalty 3904.958563 = -14137677.736500
  nChanged 33
		SP:Iteration 52Q (137971.550000 sec): 3 clusters
  Score: Raw -14141594.993450 + Penalty 3904.958563 = -14137690.034887
  nChanged 29
		SP:Iteration 53Q (137972.660000 sec): 3 clusters
  Score: Raw -14141607.298438 + Penalty 3904.958563 = -14137702.339875
  nChanged 25
		SP:Iteration 54Q (137973.910000 sec): 3 clusters
  Score: Raw -14141617.737721 + Penalty 3904.958563 = -14137712.779158
  nChanged 27
		SP:Iteration 55Q (137975.170000 sec): 3 clusters
  Score: Raw -14141628.333307 + Penalty 3904.958563 = -14137723.374744
  nChanged 27
		SP:Iteration 56Q (137976.410000 sec): 3 clusters
  Score: Raw -14141638.421772 + Penalty 3904.958563 = -14137733.463209
  nChanged 27
		SP:Iteration 57Q (137977.690000 sec): 3 clusters
  Score: Raw -14141648.768438 + Penalty 3904.958563 = -14137743.809875
  nChanged 18
		SP:Iteration 58Q (137978.970000 sec): 3 clusters
  Score: Raw -14141657.204723 + Penalty 3904.958563 = -14137752.246160
  nChanged 17
		SP:Iteration 59Q (137980.210000 sec): 3 clusters
  Score: Raw -14141666.637736 + Penalty 3904.958563 = -14137761.679173
  nChanged 21
		SP:Iteration 60F (137981.430000 sec): 3 clusters
  Score: Raw -14141674.432088 + Penalty 3904.958563 = -14137769.473525
  nChanged 11
		SP:Iteration 61Q (137982.590000 sec): 3 clusters
  Score: Raw -14141678.228825 + Penalty 3904.958563 = -14137773.270262
  nChanged 8
		SP:Iteration 62Q (137983.790000 sec): 3 clusters
  Score: Raw -14141681.465632 + Penalty 3904.958563 = -14137776.507069
  nChanged 7
		SP:Iteration 63Q (137984.960000 sec): 3 clusters
  Score: Raw -14141683.847171 + Penalty 3904.958563 = -14137778.888608
  nChanged 7
		SP:Iteration 64Q (137986.200000 sec): 3 clusters
  Score: Raw -14141685.630637 + Penalty 3904.958563 = -14137780.672074
  nChanged 4
		SP:Iteration 65Q (137987.450000 sec): 3 clusters
  Score: Raw -14141687.029890 + Penalty 3904.958563 = -14137782.071327
  nChanged 4
		SP:Iteration 66Q (137988.740000 sec): 3 clusters
  Score: Raw -14141688.117151 + Penalty 3904.958563 = -14137783.158588
  nChanged 2
		SP:Iteration 67Q (137989.970000 sec): 3 clusters
  Score: Raw -14141688.317295 + Penalty 3904.958563 = -14137783.358732
  nChanged 1
		SP:Iteration 68Q (137991.230000 sec): 3 clusters
  Score: Raw -14141688.856735 + Penalty 3904.958563 = -14137783.898172
  nChanged 1
		SP:Iteration 69Q (137992.550000 sec): 3 clusters
  Score: Raw -14141689.114642 + Penalty 3904.958563 = -14137784.156079
  nChanged 1
		SP:Iteration 70Q (137993.850000 sec): 3 clusters
  Score: Raw -14141689.377639 + Penalty 3904.958563 = -14137784.419076
  nChanged 1
		SP:Iteration 71Q (137995.070000 sec): 3 clusters
  Score: Raw -14141689.713241 + Penalty 3904.958563 = -14137784.754678
  nChanged 2
		SP:Iteration 72Q (137996.270000 sec): 3 clusters
  Score: Raw -14141690.467813 + Penalty 3904.958563 = -14137785.509250
  nChanged 1
		SP:Iteration 73Q (137997.520000 sec): 3 clusters
  Score: Raw -14141690.816282 + Penalty 3904.958563 = -14137785.857719
  nChanged 0
		SP:Iteration 74F (137998.730000 sec): 3 clusters
  Score: Raw -14141690.816282 + Penalty 3904.958563 = -14137785.857719
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 6 (27808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137998.980000 sec): 2 clusters
  Score: Raw -2276716.088136 + Penalty 1662.875342 = -2275053.212794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137999.290000 sec): 3 clusters
  Score: Raw -2259679.260473 + Penalty 3325.750684 = -2256353.509789
  nChanged 12715
		SP:Iteration 1F (137999.590000 sec): 3 clusters
  Score: Raw -2267421.216603 + Penalty 3325.750684 = -2264095.465919
  nChanged 2009
		SP:Iteration 2F (137999.960000 sec): 3 clusters
  Score: Raw -2268874.432835 + Penalty 3325.750684 = -2265548.682151
  nChanged 2324
		SP:Iteration 3F (138000.290000 sec): 3 clusters
  Score: Raw -2270870.962353 + Penalty 3325.750684 = -2267545.211669
  nChanged 2232
		SP:Iteration 4F (138000.600000 sec): 3 clusters
  Score: Raw -2272833.231832 + Penalty 3325.750684 = -2269507.481148
  nChanged 1880
		SP:Iteration 5F (138000.920000 sec): 3 clusters
  Score: Raw -2274285.454267 + Penalty 3325.750684 = -2270959.703583
  nChanged 1317
		SP:Iteration 6Q (138001.250000 sec): 3 clusters
  Score: Raw -2275157.813534 + Penalty 3325.750684 = -2271832.062849
  nChanged 908
		SP:Iteration 7Q (138001.560000 sec): 3 clusters
  Score: Raw -2275655.019870 + Penalty 3325.750684 = -2272329.269185
  nChanged 652
		SP:Iteration 8Q (138001.860000 sec): 3 clusters
  Score: Raw -2275994.818895 + Penalty 3325.750684 = -2272669.068210
  nChanged 490
		SP:Iteration 9Q (138002.170000 sec): 3 clusters
  Score: Raw -2276220.137640 + Penalty 3325.750684 = -2272894.386956
  nChanged 402
		SP:Iteration 10Q (138002.470000 sec): 3 clusters
  Score: Raw -2276387.782735 + Penalty 3325.750684 = -2273062.032051
  nChanged 330
		SP:Iteration 11Q (138002.780000 sec): 3 clusters
  Score: Raw -2276516.764840 + Penalty 3325.750684 = -2273191.014156
  nChanged 286
		SP:Iteration 12Q (138003.080000 sec): 3 clusters
  Score: Raw -2276627.082174 + Penalty 3325.750684 = -2273301.331490
  nChanged 259
		SP:Iteration 13Q (138003.390000 sec): 3 clusters
  Score: Raw -2276723.940786 + Penalty 3325.750684 = -2273398.190101
  nChanged 220
		SP:Iteration 14Q (138003.690000 sec): 3 clusters
  Score: Raw -2276801.696423 + Penalty 3325.750684 = -2273475.945739
  nChanged 200
		SP:Iteration 15Q (138004.010000 sec): 3 clusters
  Score: Raw -2276870.960318 + Penalty 3325.750684 = -2273545.209634
  nChanged 195
		SP:Iteration 16Q (138004.340000 sec): 3 clusters
  Score: Raw -2276936.306220 + Penalty 3325.750684 = -2273610.555536
  nChanged 163
		SP:Iteration 17Q (138004.670000 sec): 3 clusters
  Score: Raw -2276990.713165 + Penalty 3325.750684 = -2273664.962481
  nChanged 142
		SP:Iteration 18Q (138004.980000 sec): 3 clusters
  Score: Raw -2277035.893899 + Penalty 3325.750684 = -2273710.143215
  nChanged 133
		SP:Iteration 19Q (138005.280000 sec): 3 clusters
  Score: Raw -2277077.040465 + Penalty 3325.750684 = -2273751.289781
  nChanged 116
		SP:Iteration 20F (138005.590000 sec): 3 clusters
  Score: Raw -2277112.013443 + Penalty 3325.750684 = -2273786.262758
  nChanged 102
		SP:Iteration 21Q (138005.900000 sec): 3 clusters
  Score: Raw -2277141.837830 + Penalty 3325.750684 = -2273816.087146
  nChanged 97
		SP:Iteration 22Q (138006.210000 sec): 3 clusters
  Score: Raw -2277169.871381 + Penalty 3325.750684 = -2273844.120697
  nChanged 79
		SP:Iteration 23Q (138006.530000 sec): 3 clusters
  Score: Raw -2277192.503883 + Penalty 3325.750684 = -2273866.753199
  nChanged 87
		SP:Iteration 24Q (138006.860000 sec): 3 clusters
  Score: Raw -2277221.052810 + Penalty 3325.750684 = -2273895.302126
  nChanged 85
		SP:Iteration 25Q (138007.190000 sec): 3 clusters
  Score: Raw -2277248.300990 + Penalty 3325.750684 = -2273922.550306
  nChanged 77
		SP:Iteration 26Q (138007.520000 sec): 3 clusters
  Score: Raw -2277279.282645 + Penalty 3325.750684 = -2273953.531961
  nChanged 81
		SP:Iteration 27Q (138007.850000 sec): 3 clusters
  Score: Raw -2277304.778461 + Penalty 3325.750684 = -2273979.027776
  nChanged 67
		SP:Iteration 28Q (138008.180000 sec): 3 clusters
  Score: Raw -2277332.053859 + Penalty 3325.750684 = -2274006.303174
  nChanged 71
		SP:Iteration 29Q (138008.550000 sec): 3 clusters
  Score: Raw -2277370.946386 + Penalty 3325.750684 = -2274045.195701
  nChanged 88
		SP:Iteration 30Q (138008.880000 sec): 3 clusters
  Score: Raw -2277421.714502 + Penalty 3325.750684 = -2274095.963818
  nChanged 82
		SP:Iteration 31Q (138009.210000 sec): 3 clusters
  Score: Raw -2277457.375622 + Penalty 3325.750684 = -2274131.624938
  nChanged 66
		SP:Iteration 32Q (138009.540000 sec): 3 clusters
  Score: Raw -2277486.790713 + Penalty 3325.750684 = -2274161.040029
  nChanged 66
		SP:Iteration 33Q (138009.880000 sec): 3 clusters
  Score: Raw -2277517.766230 + Penalty 3325.750684 = -2274192.015546
  nChanged 64
		SP:Iteration 34Q (138010.220000 sec): 3 clusters
  Score: Raw -2277543.775548 + Penalty 3325.750684 = -2274218.024864
  nChanged 51
		SP:Iteration 35Q (138010.590000 sec): 3 clusters
  Score: Raw -2277560.646900 + Penalty 3325.750684 = -2274234.896216
  nChanged 44
		SP:Iteration 36Q (138010.970000 sec): 3 clusters
  Score: Raw -2277575.261006 + Penalty 3325.750684 = -2274249.510322
  nChanged 40
		SP:Iteration 37Q (138011.310000 sec): 3 clusters
  Score: Raw -2277588.233117 + Penalty 3325.750684 = -2274262.482432
  nChanged 34
		SP:Iteration 38Q (138011.660000 sec): 3 clusters
  Score: Raw -2277598.265590 + Penalty 3325.750684 = -2274272.514906
  nChanged 22
		SP:Iteration 39Q (138012.010000 sec): 3 clusters
  Score: Raw -2277602.815655 + Penalty 3325.750684 = -2274277.064971
  nChanged 8
		SP:Iteration 40F (138012.310000 sec): 3 clusters
  Score: Raw -2277604.748645 + Penalty 3325.750684 = -2274278.997961
  nChanged 11
		SP:Iteration 41Q (138012.640000 sec): 3 clusters
  Score: Raw -2277606.365026 + Penalty 3325.750684 = -2274280.614342
  nChanged 6
		SP:Iteration 42Q (138012.940000 sec): 3 clusters
  Score: Raw -2277607.512619 + Penalty 3325.750684 = -2274281.761935
  nChanged 9
		SP:Iteration 43Q (138013.290000 sec): 3 clusters
  Score: Raw -2277610.200785 + Penalty 3325.750684 = -2274284.450101
  nChanged 10
		SP:Iteration 44Q (138013.630000 sec): 3 clusters
  Score: Raw -2277612.851483 + Penalty 3325.750684 = -2274287.100799
  nChanged 11
		SP:Iteration 45Q (138013.930000 sec): 3 clusters
  Score: Raw -2277614.961450 + Penalty 3325.750684 = -2274289.210765
  nChanged 7
		SP:Iteration 46Q (138014.230000 sec): 3 clusters
  Score: Raw -2277616.218494 + Penalty 3325.750684 = -2274290.467810
  nChanged 4
		SP:Iteration 47Q (138014.530000 sec): 3 clusters
  Score: Raw -2277616.892998 + Penalty 3325.750684 = -2274291.142314
  nChanged 0
		SP:Iteration 48F (138014.830000 sec): 3 clusters
  Score: Raw -2277616.892998 + Penalty 3325.750684 = -2274291.142314
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 7 (47963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138015.150000 sec): 2 clusters
  Score: Raw -3671141.267217 + Penalty 1751.455088 = -3669389.812129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138015.600000 sec): 3 clusters
  Score: Raw -3640953.205191 + Penalty 3502.910177 = -3637450.295014
  nChanged 22542
		SP:Iteration 1F (138016.070000 sec): 3 clusters
  Score: Raw -3658061.469169 + Penalty 3502.910177 = -3654558.558992
  nChanged 4820
		SP:Iteration 2F (138016.540000 sec): 3 clusters
  Score: Raw -3663100.374910 + Penalty 3502.910177 = -3659597.464733
  nChanged 4500
		SP:Iteration 3F (138017.000000 sec): 3 clusters
  Score: Raw -3666622.693567 + Penalty 3502.910177 = -3663119.783390
  nChanged 3344
		SP:Iteration 4F (138017.500000 sec): 3 clusters
  Score: Raw -3668345.552026 + Penalty 3502.910177 = -3664842.641850
  nChanged 2172
		SP:Iteration 5Q (138017.970000 sec): 3 clusters
  Score: Raw -3669204.890468 + Penalty 3502.910177 = -3665701.980291
  nChanged 1509
		SP:Iteration 6Q (138018.470000 sec): 3 clusters
  Score: Raw -3669681.316984 + Penalty 3502.910177 = -3666178.406808
  nChanged 1170
		SP:Iteration 7Q (138018.970000 sec): 3 clusters
  Score: Raw -3670013.789260 + Penalty 3502.910177 = -3666510.879083
  nChanged 906
		SP:Iteration 8Q (138019.510000 sec): 3 clusters
  Score: Raw -3670242.456825 + Penalty 3502.910177 = -3666739.546648
  nChanged 766
		SP:Iteration 9Q (138020.050000 sec): 3 clusters
  Score: Raw -3670443.271448 + Penalty 3502.910177 = -3666940.361271
  nChanged 704
		SP:Iteration 10Q (138020.570000 sec): 3 clusters
  Score: Raw -3670645.704338 + Penalty 3502.910177 = -3667142.794161
  nChanged 744
		SP:Iteration 11Q (138021.100000 sec): 3 clusters
  Score: Raw -3670875.500626 + Penalty 3502.910177 = -3667372.590449
  nChanged 837
		SP:Iteration 12Q (138021.630000 sec): 3 clusters
  Score: Raw -3671174.022217 + Penalty 3502.910177 = -3667671.112040
  nChanged 954
		SP:Iteration 13Q (138022.200000 sec): 3 clusters
  Score: Raw -3671571.611146 + Penalty 3502.910177 = -3668068.700969
  nChanged 1063
		SP:Iteration 14Q (138022.670000 sec): 3 clusters
  Score: Raw -3672051.372106 + Penalty 3502.910177 = -3668548.461929
  nChanged 1129
		SP:Iteration 15Q (138023.210000 sec): 3 clusters
  Score: Raw -3672629.257793 + Penalty 3502.910177 = -3669126.347616
  nChanged 1230
		SP:Iteration 16Q (138023.750000 sec): 3 clusters
  Score: Raw -3673433.694054 + Penalty 3502.910177 = -3669930.783877
  nChanged 1296
		SP:Iteration 17Q (138024.240000 sec): 3 clusters
  Score: Raw -3674502.703041 + Penalty 3502.910177 = -3670999.792864
  nChanged 1283
		SP:Iteration 18Q (138024.780000 sec): 3 clusters
  Score: Raw -3675732.700204 + Penalty 3502.910177 = -3672229.790027
  nChanged 1156
		SP:Iteration 19Q (138025.270000 sec): 3 clusters
  Score: Raw -3676875.793981 + Penalty 3502.910177 = -3673372.883805
  nChanged 930
		SP:Iteration 20F (138025.710000 sec): 3 clusters
  Score: Raw -3677722.458742 + Penalty 3502.910177 = -3674219.548565
  nChanged 757
		SP:Iteration 21Q (138026.140000 sec): 3 clusters
  Score: Raw -3678242.667249 + Penalty 3502.910177 = -3674739.757072
  nChanged 548
		SP:Iteration 22Q (138026.600000 sec): 3 clusters
  Score: Raw -3678520.945203 + Penalty 3502.910177 = -3675018.035026
  nChanged 389
		SP:Iteration 23Q (138027.020000 sec): 3 clusters
  Score: Raw -3678677.651348 + Penalty 3502.910177 = -3675174.741171
  nChanged 282
		SP:Iteration 24Q (138027.480000 sec): 3 clusters
  Score: Raw -3678780.862432 + Penalty 3502.910177 = -3675277.952255
  nChanged 210
		SP:Iteration 25Q (138027.930000 sec): 3 clusters
  Score: Raw -3678848.813779 + Penalty 3502.910177 = -3675345.903603
  nChanged 168
		SP:Iteration 26Q (138028.400000 sec): 3 clusters
  Score: Raw -3678890.379176 + Penalty 3502.910177 = -3675387.468999
  nChanged 123
		SP:Iteration 27Q (138028.830000 sec): 3 clusters
  Score: Raw -3678916.491765 + Penalty 3502.910177 = -3675413.581589
  nChanged 107
		SP:Iteration 28Q (138029.320000 sec): 3 clusters
  Score: Raw -3678933.958827 + Penalty 3502.910177 = -3675431.048650
  nChanged 73
		SP:Iteration 29Q (138029.760000 sec): 3 clusters
  Score: Raw -3678944.353532 + Penalty 3502.910177 = -3675441.443355
  nChanged 55
		SP:Iteration 30Q (138030.250000 sec): 3 clusters
  Score: Raw -3678951.275894 + Penalty 3502.910177 = -3675448.365717
  nChanged 47
		SP:Iteration 31Q (138030.690000 sec): 3 clusters
  Score: Raw -3678955.897375 + Penalty 3502.910177 = -3675452.987198
  nChanged 27
		SP:Iteration 32Q (138031.190000 sec): 3 clusters
  Score: Raw -3678959.733626 + Penalty 3502.910177 = -3675456.823449
  nChanged 24
		SP:Iteration 33Q (138031.680000 sec): 3 clusters
  Score: Raw -3678961.697848 + Penalty 3502.910177 = -3675458.787672
  nChanged 12
		SP:Iteration 34Q (138032.190000 sec): 3 clusters
  Score: Raw -3678962.669448 + Penalty 3502.910177 = -3675459.759272
  nChanged 11
		SP:Iteration 35Q (138032.690000 sec): 3 clusters
  Score: Raw -3678963.211165 + Penalty 3502.910177 = -3675460.300988
  nChanged 3
		SP:Iteration 36Q (138033.170000 sec): 3 clusters
  Score: Raw -3678963.401187 + Penalty 3502.910177 = -3675460.491010
  nChanged 1
		SP:Iteration 37Q (138033.650000 sec): 3 clusters
  Score: Raw -3678963.473761 + Penalty 3502.910177 = -3675460.563584
  nChanged 1
		SP:Iteration 38Q (138034.100000 sec): 3 clusters
  Score: Raw -3678963.531386 + Penalty 3502.910177 = -3675460.621209
  nChanged 2
		SP:Iteration 39Q (138034.580000 sec): 3 clusters
  Score: Raw -3678963.799993 + Penalty 3502.910177 = -3675460.889817
  nChanged 4
		SP:Iteration 40F (138035.070000 sec): 3 clusters
  Score: Raw -3678964.107514 + Penalty 3502.910177 = -3675461.197338
  nChanged 5
		SP:Iteration 41Q (138035.510000 sec): 3 clusters
  Score: Raw -3678964.455744 + Penalty 3502.910177 = -3675461.545567
  nChanged 2
		SP:Iteration 42Q (138036.010000 sec): 3 clusters
  Score: Raw -3678964.610949 + Penalty 3502.910177 = -3675461.700772
  nChanged 1
		SP:Iteration 43Q (138036.520000 sec): 3 clusters
  Score: Raw -3678964.646233 + Penalty 3502.910177 = -3675461.736056
  nChanged 0
		SP:Iteration 44F (138036.950000 sec): 3 clusters
  Score: Raw -3678964.646233 + Penalty 3502.910177 = -3675461.736056
  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 10.71 GB.

 Trying to split cluster 8 (8436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138037.050000 sec): 2 clusters
  Score: Raw -686447.318465 + Penalty 1469.042826 = -684978.275639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138037.270000 sec): 3 clusters
  Score: Raw -681986.659092 + Penalty 2938.085651 = -679048.573441
  nChanged 3533
		SP:Iteration 1F (138037.450000 sec): 3 clusters
  Score: Raw -684515.940106 + Penalty 2938.085651 = -681577.854455
  nChanged 897
		SP:Iteration 2F (138037.650000 sec): 3 clusters
  Score: Raw -685424.863611 + Penalty 2938.085651 = -682486.777959
  nChanged 752
		SP:Iteration 3F (138037.840000 sec): 3 clusters
  Score: Raw -686179.532794 + Penalty 2938.085651 = -683241.447143
  nChanged 562
		SP:Iteration 4F (138038.030000 sec): 3 clusters
  Score: Raw -686773.389815 + Penalty 2938.085651 = -683835.304164
  nChanged 408
		SP:Iteration 5Q (138038.220000 sec): 3 clusters
  Score: Raw -687110.777099 + Penalty 2938.085651 = -684172.691448
  nChanged 316
		SP:Iteration 6Q (138038.410000 sec): 3 clusters
  Score: Raw -687306.963697 + Penalty 2938.085651 = -684368.878046
  nChanged 234
		SP:Iteration 7Q (138038.630000 sec): 3 clusters
  Score: Raw -687421.220086 + Penalty 2938.085651 = -684483.134435
  nChanged 203
		SP:Iteration 8Q (138038.770000 sec): 3 clusters
  Score: Raw -687512.716148 + Penalty 2938.085651 = -684574.630497
  nChanged 188
		SP:Iteration 9Q (138038.960000 sec): 3 clusters
  Score: Raw -687608.226038 + Penalty 2938.085651 = -684670.140387
  nChanged 203
		SP:Iteration 10Q (138039.150000 sec): 3 clusters
  Score: Raw -687716.219160 + Penalty 2938.085651 = -684778.133509
  nChanged 220
		SP:Iteration 11Q (138039.330000 sec): 3 clusters
  Score: Raw -687836.488639 + Penalty 2938.085651 = -684898.402988
  nChanged 232
		SP:Iteration 12Q (138039.510000 sec): 3 clusters
  Score: Raw -687966.285865 + Penalty 2938.085651 = -685028.200214
  nChanged 267
		SP:Iteration 13Q (138039.690000 sec): 3 clusters
  Score: Raw -688138.926306 + Penalty 2938.085651 = -685200.840655
  nChanged 300
		SP:Iteration 14Q (138039.880000 sec): 3 clusters
  Score: Raw -688363.604338 + Penalty 2938.085651 = -685425.518687
  nChanged 302
		SP:Iteration 15Q (138040.060000 sec): 3 clusters
  Score: Raw -688659.047572 + Penalty 2938.085651 = -685720.961921
  nChanged 382
		SP:Iteration 16Q (138040.240000 sec): 3 clusters
  Score: Raw -689210.019871 + Penalty 2938.085651 = -686271.934220
  nChanged 452
		SP:Iteration 17F (138040.420000 sec): 3 clusters
  Score: Raw -690324.197763 + Penalty 2938.085651 = -687386.112112
  nChanged 391
		SP:Iteration 18Q (138040.600000 sec): 3 clusters
  Score: Raw -691717.930657 + Penalty 2938.085651 = -688779.845006
  nChanged 269
		SP:Iteration 19Q (138040.780000 sec): 3 clusters
  Score: Raw -692323.899793 + Penalty 2938.085651 = -689385.814142
  nChanged 171
		SP:Iteration 20F (138040.990000 sec): 3 clusters
  Score: Raw -692718.011715 + Penalty 2938.085651 = -689779.926064
  nChanged 97
		SP:Iteration 21Q (138041.170000 sec): 3 clusters
  Score: Raw -692855.842124 + Penalty 2938.085651 = -689917.756473
  nChanged 33
		SP:Iteration 22Q (138041.350000 sec): 3 clusters
  Score: Raw -692875.556724 + Penalty 2938.085651 = -689937.471073
  nChanged 13
		SP:Iteration 23Q (138041.530000 sec): 3 clusters
  Score: Raw -692879.241085 + Penalty 2938.085651 = -689941.155434
  nChanged 8
		SP:Iteration 24Q (138041.710000 sec): 3 clusters
  Score: Raw -692880.818331 + Penalty 2938.085651 = -689942.732680
  nChanged 4
		SP:Iteration 25Q (138041.890000 sec): 3 clusters
  Score: Raw -692882.037016 + Penalty 2938.085651 = -689943.951365
  nChanged 4
		SP:Iteration 26Q (138042.070000 sec): 3 clusters
  Score: Raw -692882.816068 + Penalty 2938.085651 = -689944.730417
  nChanged 0
		SP:Iteration 27F (138042.250000 sec): 3 clusters
  Score: Raw -692882.816068 + Penalty 2938.085651 = -689944.730417
  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 10.71 GB.

 Trying to split cluster 9 (9281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138042.430000 sec): 2 clusters
  Score: Raw -796598.165867 + Penalty 1484.555244 = -795113.610623
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138042.660000 sec): 3 clusters
  Score: Raw -791352.220020 + Penalty 2969.110488 = -788383.109532
  nChanged 4056
		SP:Iteration 1F (138042.870000 sec): 3 clusters
  Score: Raw -793472.837313 + Penalty 2969.110488 = -790503.726825
  nChanged 623
		SP:Iteration 2F (138043.020000 sec): 3 clusters
  Score: Raw -793767.773451 + Penalty 2969.110488 = -790798.662963
  nChanged 519
		SP:Iteration 3F (138043.200000 sec): 3 clusters
  Score: Raw -794037.446865 + Penalty 2969.110488 = -791068.336377
  nChanged 520
		SP:Iteration 4F (138043.410000 sec): 3 clusters
  Score: Raw -794316.693309 + Penalty 2969.110488 = -791347.582821
  nChanged 498
		SP:Iteration 5F (138043.680000 sec): 3 clusters
  Score: Raw -794635.111807 + Penalty 2969.110488 = -791666.001319
  nChanged 506
		SP:Iteration 6F (138043.820000 sec): 3 clusters
  Score: Raw -794974.745632 + Penalty 2969.110488 = -792005.635144
  nChanged 495
		SP:Iteration 7F (138044.000000 sec): 3 clusters
  Score: Raw -795304.048630 + Penalty 2969.110488 = -792334.938142
  nChanged 456
		SP:Iteration 8Q (138044.290000 sec): 3 clusters
  Score: Raw -795574.500332 + Penalty 2969.110488 = -792605.389844
  nChanged 378
		SP:Iteration 9Q (138044.430000 sec): 3 clusters
  Score: Raw -795747.198089 + Penalty 2969.110488 = -792778.087601
  nChanged 286
		SP:Iteration 10Q (138044.590000 sec): 3 clusters
  Score: Raw -795861.960384 + Penalty 2969.110488 = -792892.849896
  nChanged 221
		SP:Iteration 11Q (138044.760000 sec): 3 clusters
  Score: Raw -795942.116574 + Penalty 2969.110488 = -792973.006086
  nChanged 199
		SP:Iteration 12Q (138044.930000 sec): 3 clusters
  Score: Raw -795999.086056 + Penalty 2969.110488 = -793029.975568
  nChanged 151
		SP:Iteration 13Q (138045.100000 sec): 3 clusters
  Score: Raw -796039.466229 + Penalty 2969.110488 = -793070.355741
  nChanged 122
		SP:Iteration 14Q (138045.310000 sec): 3 clusters
  Score: Raw -796073.134516 + Penalty 2969.110488 = -793104.024028
  nChanged 102
		SP:Iteration 15Q (138045.450000 sec): 3 clusters
  Score: Raw -796098.428047 + Penalty 2969.110488 = -793129.317559
  nChanged 91
		SP:Iteration 16Q (138045.640000 sec): 3 clusters
  Score: Raw -796119.439257 + Penalty 2969.110488 = -793150.328769
  nChanged 66
		SP:Iteration 17Q (138045.830000 sec): 3 clusters
  Score: Raw -796133.191400 + Penalty 2969.110488 = -793164.080912
  nChanged 61
		SP:Iteration 18Q (138046.010000 sec): 3 clusters
  Score: Raw -796142.679553 + Penalty 2969.110488 = -793173.569065
  nChanged 40
		SP:Iteration 19Q (138046.190000 sec): 3 clusters
  Score: Raw -796148.582121 + Penalty 2969.110488 = -793179.471633
  nChanged 36
		SP:Iteration 20F (138046.410000 sec): 3 clusters
  Score: Raw -796154.283731 + Penalty 2969.110488 = -793185.173243
  nChanged 33
		SP:Iteration 21Q (138046.560000 sec): 3 clusters
  Score: Raw -796158.801539 + Penalty 2969.110488 = -793189.691051
  nChanged 25
		SP:Iteration 22Q (138046.780000 sec): 3 clusters
  Score: Raw -796161.906338 + Penalty 2969.110488 = -793192.795850
  nChanged 28
		SP:Iteration 23Q (138046.960000 sec): 3 clusters
  Score: Raw -796166.394346 + Penalty 2969.110488 = -793197.283858
  nChanged 31
		SP:Iteration 24Q (138047.180000 sec): 3 clusters
  Score: Raw -796172.001753 + Penalty 2969.110488 = -793202.891265
  nChanged 28
		SP:Iteration 25Q (138047.320000 sec): 3 clusters
  Score: Raw -796176.392078 + Penalty 2969.110488 = -793207.281590
  nChanged 27
		SP:Iteration 26Q (138047.500000 sec): 3 clusters
  Score: Raw -796181.008565 + Penalty 2969.110488 = -793211.898077
  nChanged 26
		SP:Iteration 27Q (138047.680000 sec): 3 clusters
  Score: Raw -796184.704938 + Penalty 2969.110488 = -793215.594450
  nChanged 25
		SP:Iteration 28Q (138047.900000 sec): 3 clusters
  Score: Raw -796188.034314 + Penalty 2969.110488 = -793218.923826
  nChanged 16
		SP:Iteration 29Q (138048.070000 sec): 3 clusters
  Score: Raw -796190.098880 + Penalty 2969.110488 = -793220.988392
  nChanged 12
		SP:Iteration 30Q (138048.240000 sec): 3 clusters
  Score: Raw -796191.380294 + Penalty 2969.110488 = -793222.269806
  nChanged 10
		SP:Iteration 31Q (138048.410000 sec): 3 clusters
  Score: Raw -796192.776028 + Penalty 2969.110488 = -793223.665540
  nChanged 15
		SP:Iteration 32Q (138048.630000 sec): 3 clusters
  Score: Raw -796194.744792 + Penalty 2969.110488 = -793225.634304
  nChanged 10
		SP:Iteration 33Q (138048.760000 sec): 3 clusters
  Score: Raw -796195.984671 + Penalty 2969.110488 = -793226.874183
  nChanged 10
		SP:Iteration 34Q (138048.930000 sec): 3 clusters
  Score: Raw -796196.964567 + Penalty 2969.110488 = -793227.854079
  nChanged 6
		SP:Iteration 35Q (138049.110000 sec): 3 clusters
  Score: Raw -796197.622397 + Penalty 2969.110488 = -793228.511909
  nChanged 7
		SP:Iteration 36Q (138049.330000 sec): 3 clusters
  Score: Raw -796198.112185 + Penalty 2969.110488 = -793229.001697
  nChanged 3
		SP:Iteration 37Q (138049.550000 sec): 3 clusters
  Score: Raw -796198.404160 + Penalty 2969.110488 = -793229.293672
  nChanged 3
		SP:Iteration 38Q (138049.760000 sec): 3 clusters
  Score: Raw -796198.853003 + Penalty 2969.110488 = -793229.742515
  nChanged 7
		SP:Iteration 39Q (138049.890000 sec): 3 clusters
  Score: Raw -796200.030967 + Penalty 2969.110488 = -793230.920479
  nChanged 8
		SP:Iteration 40F (138050.060000 sec): 3 clusters
  Score: Raw -796201.017960 + Penalty 2969.110488 = -793231.907472
  nChanged 11
		SP:Iteration 41Q (138050.230000 sec): 3 clusters
  Score: Raw -796202.403771 + Penalty 2969.110488 = -793233.293283
  nChanged 10
		SP:Iteration 42Q (138050.420000 sec): 3 clusters
  Score: Raw -796203.512934 + Penalty 2969.110488 = -793234.402446
  nChanged 8
		SP:Iteration 43Q (138050.600000 sec): 3 clusters
  Score: Raw -796204.617135 + Penalty 2969.110488 = -793235.506647
  nChanged 7
		SP:Iteration 44Q (138050.810000 sec): 3 clusters
  Score: Raw -796205.281252 + Penalty 2969.110488 = -793236.170764
  nChanged 7
		SP:Iteration 45Q (138051.010000 sec): 3 clusters
  Score: Raw -796206.091341 + Penalty 2969.110488 = -793236.980853
  nChanged 8
		SP:Iteration 46Q (138051.170000 sec): 3 clusters
  Score: Raw -796207.020115 + Penalty 2969.110488 = -793237.909627
  nChanged 9
		SP:Iteration 47Q (138051.310000 sec): 3 clusters
  Score: Raw -796207.877584 + Penalty 2969.110488 = -793238.767096
  nChanged 12
		SP:Iteration 48Q (138051.520000 sec): 3 clusters
  Score: Raw -796209.340954 + Penalty 2969.110488 = -793240.230466
  nChanged 7
		SP:Iteration 49Q (138051.700000 sec): 3 clusters
  Score: Raw -796210.256378 + Penalty 2969.110488 = -793241.145890
  nChanged 5
		SP:Iteration 50Q (138051.890000 sec): 3 clusters
  Score: Raw -796210.783579 + Penalty 2969.110488 = -793241.673091
  nChanged 3
		SP:Iteration 51Q (138052.080000 sec): 3 clusters
  Score: Raw -796211.143221 + Penalty 2969.110488 = -793242.032733
  nChanged 3
		SP:Iteration 52Q (138052.260000 sec): 3 clusters
  Score: Raw -796211.516865 + Penalty 2969.110488 = -793242.406377
  nChanged 4
		SP:Iteration 53Q (138052.440000 sec): 3 clusters
  Score: Raw -796212.324036 + Penalty 2969.110488 = -793243.213548
  nChanged 10
		SP:Iteration 54Q (138052.630000 sec): 3 clusters
  Score: Raw -796213.410242 + Penalty 2969.110488 = -793244.299754
  nChanged 7
		SP:Iteration 55Q (138052.810000 sec): 3 clusters
  Score: Raw -796214.229965 + Penalty 2969.110488 = -793245.119477
  nChanged 7
		SP:Iteration 56Q (138053.060000 sec): 3 clusters
  Score: Raw -796215.013086 + Penalty 2969.110488 = -793245.902598
  nChanged 5
		SP:Iteration 57Q (138053.240000 sec): 3 clusters
  Score: Raw -796215.421500 + Penalty 2969.110488 = -793246.311012
  nChanged 2
		SP:Iteration 58Q (138053.490000 sec): 3 clusters
  Score: Raw -796215.620127 + Penalty 2969.110488 = -793246.509639
  nChanged 3
		SP:Iteration 59Q (138053.650000 sec): 3 clusters
  Score: Raw -796215.936954 + Penalty 2969.110488 = -793246.826466
  nChanged 2
		SP:Iteration 60F (138053.840000 sec): 3 clusters
  Score: Raw -796216.209238 + Penalty 2969.110488 = -793247.098750
  nChanged 3
		SP:Iteration 61Q (138054.030000 sec): 3 clusters
  Score: Raw -796216.489744 + Penalty 2969.110488 = -793247.379256
  nChanged 4
		SP:Iteration 62Q (138054.210000 sec): 3 clusters
  Score: Raw -796216.914654 + Penalty 2969.110488 = -793247.804166
  nChanged 6
		SP:Iteration 63Q (138054.400000 sec): 3 clusters
  Score: Raw -796217.586507 + Penalty 2969.110488 = -793248.476019
  nChanged 0
		SP:Iteration 64F (138054.590000 sec): 3 clusters
  Score: Raw -796217.586507 + Penalty 2969.110488 = -793248.476019
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 10 (10662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138054.700000 sec): 2 clusters
  Score: Raw -900613.845886 + Penalty 1507.096711 = -899106.749175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138054.950000 sec): 3 clusters
  Score: Raw -894502.563688 + Penalty 3014.193422 = -891488.370267
  nChanged 4637
		SP:Iteration 1F (138055.150000 sec): 3 clusters
  Score: Raw -897163.325622 + Penalty 3014.193422 = -894149.132200
  nChanged 816
		SP:Iteration 2F (138055.350000 sec): 3 clusters
  Score: Raw -897722.827269 + Penalty 3014.193422 = -894708.633847
  nChanged 830
		SP:Iteration 3F (138055.590000 sec): 3 clusters
  Score: Raw -898334.755500 + Penalty 3014.193422 = -895320.562078
  nChanged 779
		SP:Iteration 4F (138055.790000 sec): 3 clusters
  Score: Raw -898945.697625 + Penalty 3014.193422 = -895931.504203
  nChanged 751
		SP:Iteration 5F (138056.070000 sec): 3 clusters
  Score: Raw -899540.750196 + Penalty 3014.193422 = -896526.556775
  nChanged 668
		SP:Iteration 6F (138056.250000 sec): 3 clusters
  Score: Raw -900058.316332 + Penalty 3014.193422 = -897044.122911
  nChanged 524
		SP:Iteration 7Q (138056.460000 sec): 3 clusters
  Score: Raw -900428.510718 + Penalty 3014.193422 = -897414.317297
  nChanged 400
		SP:Iteration 8Q (138056.660000 sec): 3 clusters
  Score: Raw -900672.512832 + Penalty 3014.193422 = -897658.319410
  nChanged 324
		SP:Iteration 9Q (138056.850000 sec): 3 clusters
  Score: Raw -900854.342329 + Penalty 3014.193422 = -897840.148907
  nChanged 252
		SP:Iteration 10Q (138057.100000 sec): 3 clusters
  Score: Raw -900996.597548 + Penalty 3014.193422 = -897982.404126
  nChanged 204
		SP:Iteration 11Q (138057.300000 sec): 3 clusters
  Score: Raw -901102.415220 + Penalty 3014.193422 = -898088.221799
  nChanged 170
		SP:Iteration 12Q (138057.530000 sec): 3 clusters
  Score: Raw -901181.831645 + Penalty 3014.193422 = -898167.638224
  nChanged 134
		SP:Iteration 13Q (138057.790000 sec): 3 clusters
  Score: Raw -901233.904283 + Penalty 3014.193422 = -898219.710862
  nChanged 117
		SP:Iteration 14Q (138057.980000 sec): 3 clusters
  Score: Raw -901270.572043 + Penalty 3014.193422 = -898256.378622
  nChanged 86
		SP:Iteration 15Q (138058.180000 sec): 3 clusters
  Score: Raw -901298.082042 + Penalty 3014.193422 = -898283.888621
  nChanged 63
		SP:Iteration 16Q (138058.390000 sec): 3 clusters
  Score: Raw -901314.501797 + Penalty 3014.193422 = -898300.308376
  nChanged 53
		SP:Iteration 17Q (138058.590000 sec): 3 clusters
  Score: Raw -901324.092337 + Penalty 3014.193422 = -898309.898916
  nChanged 41
		SP:Iteration 18Q (138058.790000 sec): 3 clusters
  Score: Raw -901330.773234 + Penalty 3014.193422 = -898316.579812
  nChanged 29
		SP:Iteration 19Q (138058.980000 sec): 3 clusters
  Score: Raw -901335.557086 + Penalty 3014.193422 = -898321.363665
  nChanged 29
		SP:Iteration 20F (138059.230000 sec): 3 clusters
  Score: Raw -901339.655838 + Penalty 3014.193422 = -898325.462416
  nChanged 23
		SP:Iteration 21Q (138059.430000 sec): 3 clusters
  Score: Raw -901344.347844 + Penalty 3014.193422 = -898330.154422
  nChanged 20
		SP:Iteration 22Q (138059.680000 sec): 3 clusters
  Score: Raw -901348.638993 + Penalty 3014.193422 = -898334.445571
  nChanged 20
		SP:Iteration 23Q (138059.880000 sec): 3 clusters
  Score: Raw -901352.711480 + Penalty 3014.193422 = -898338.518058
  nChanged 24
		SP:Iteration 24Q (138060.190000 sec): 3 clusters
  Score: Raw -901356.366186 + Penalty 3014.193422 = -898342.172765
  nChanged 17
		SP:Iteration 25Q (138060.360000 sec): 3 clusters
  Score: Raw -901358.993865 + Penalty 3014.193422 = -898344.800443
  nChanged 17
		SP:Iteration 26Q (138060.560000 sec): 3 clusters
  Score: Raw -901361.174064 + Penalty 3014.193422 = -898346.980643
  nChanged 20
		SP:Iteration 27Q (138060.820000 sec): 3 clusters
  Score: Raw -901363.669125 + Penalty 3014.193422 = -898349.475703
  nChanged 17
		SP:Iteration 28Q (138061.030000 sec): 3 clusters
  Score: Raw -901367.349334 + Penalty 3014.193422 = -898353.155912
  nChanged 20
		SP:Iteration 29Q (138061.330000 sec): 3 clusters
  Score: Raw -901370.326190 + Penalty 3014.193422 = -898356.132769
  nChanged 15
		SP:Iteration 30Q (138061.540000 sec): 3 clusters
  Score: Raw -901372.289429 + Penalty 3014.193422 = -898358.096007
  nChanged 10
		SP:Iteration 31Q (138061.780000 sec): 3 clusters
  Score: Raw -901373.517741 + Penalty 3014.193422 = -898359.324319
  nChanged 11
		SP:Iteration 32Q (138062.020000 sec): 3 clusters
  Score: Raw -901375.026812 + Penalty 3014.193422 = -898360.833391
  nChanged 7
		SP:Iteration 33Q (138062.210000 sec): 3 clusters
  Score: Raw -901375.722049 + Penalty 3014.193422 = -898361.528627
  nChanged 5
		SP:Iteration 34Q (138062.460000 sec): 3 clusters
  Score: Raw -901376.251990 + Penalty 3014.193422 = -898362.058568
  nChanged 6
		SP:Iteration 35Q (138062.700000 sec): 3 clusters
  Score: Raw -901377.074958 + Penalty 3014.193422 = -898362.881536
  nChanged 6
		SP:Iteration 36Q (138062.910000 sec): 3 clusters
  Score: Raw -901377.569122 + Penalty 3014.193422 = -898363.375701
  nChanged 4
		SP:Iteration 37Q (138063.130000 sec): 3 clusters
  Score: Raw -901378.117411 + Penalty 3014.193422 = -898363.923990
  nChanged 6
		SP:Iteration 38Q (138063.350000 sec): 3 clusters
  Score: Raw -901378.942713 + Penalty 3014.193422 = -898364.749292
  nChanged 7
		SP:Iteration 39Q (138063.590000 sec): 3 clusters
  Score: Raw -901379.757896 + Penalty 3014.193422 = -898365.564474
  nChanged 5
		SP:Iteration 40F (138063.790000 sec): 3 clusters
  Score: Raw -901380.781021 + Penalty 3014.193422 = -898366.587599
  nChanged 7
		SP:Iteration 41Q (138063.990000 sec): 3 clusters
  Score: Raw -901381.885627 + Penalty 3014.193422 = -898367.692205
  nChanged 6
		SP:Iteration 42Q (138064.210000 sec): 3 clusters
  Score: Raw -901382.881720 + Penalty 3014.193422 = -898368.688299
  nChanged 5
		SP:Iteration 43Q (138064.500000 sec): 3 clusters
  Score: Raw -901383.473619 + Penalty 3014.193422 = -898369.280197
  nChanged 3
		SP:Iteration 44Q (138064.670000 sec): 3 clusters
  Score: Raw -901383.844555 + Penalty 3014.193422 = -898369.651133
  nChanged 3
		SP:Iteration 45Q (138064.980000 sec): 3 clusters
  Score: Raw -901384.126708 + Penalty 3014.193422 = -898369.933286
  nChanged 3
		SP:Iteration 46Q (138065.150000 sec): 3 clusters
  Score: Raw -901384.340176 + Penalty 3014.193422 = -898370.146755
  nChanged 4
		SP:Iteration 47Q (138065.410000 sec): 3 clusters
  Score: Raw -901384.729468 + Penalty 3014.193422 = -898370.536047
  nChanged 4
		SP:Iteration 48Q (138065.610000 sec): 3 clusters
  Score: Raw -901385.135560 + Penalty 3014.193422 = -898370.942139
  nChanged 3
		SP:Iteration 49Q (138065.800000 sec): 3 clusters
  Score: Raw -901385.353250 + Penalty 3014.193422 = -898371.159829
  nChanged 4
		SP:Iteration 50Q (138066.040000 sec): 3 clusters
  Score: Raw -901385.822212 + Penalty 3014.193422 = -898371.628790
  nChanged 5
		SP:Iteration 51Q (138066.240000 sec): 3 clusters
  Score: Raw -901386.399631 + Penalty 3014.193422 = -898372.206209
  nChanged 2
		SP:Iteration 52Q (138066.440000 sec): 3 clusters
  Score: Raw -901386.597848 + Penalty 3014.193422 = -898372.404427
  nChanged 1
		SP:Iteration 53Q (138066.650000 sec): 3 clusters
  Score: Raw -901386.678003 + Penalty 3014.193422 = -898372.484581
  nChanged 1
		SP:Iteration 54Q (138066.850000 sec): 3 clusters
  Score: Raw -901386.782536 + Penalty 3014.193422 = -898372.589114
  nChanged 3
		SP:Iteration 55Q (138067.060000 sec): 3 clusters
  Score: Raw -901386.962453 + Penalty 3014.193422 = -898372.769031
  nChanged 1
		SP:Iteration 56Q (138067.370000 sec): 3 clusters
  Score: Raw -901387.070727 + Penalty 3014.193422 = -898372.877305
  nChanged 3
		SP:Iteration 57Q (138067.540000 sec): 3 clusters
  Score: Raw -901387.316023 + Penalty 3014.193422 = -898373.122602
  nChanged 0
		SP:Iteration 58F (138067.790000 sec): 3 clusters
  Score: Raw -901387.316023 + Penalty 3014.193422 = -898373.122602
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 11 (544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138067.880000 sec): 2 clusters
  Score: Raw -39346.399193 + Penalty 1023.579253 = -38322.819941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138068.050000 sec): 3 clusters
  Score: Raw -39372.922996 + Penalty 2047.158505 = -37325.764491
  nChanged 169
		SP:Iteration 1F (138068.230000 sec): 3 clusters
  Score: Raw -40156.372998 + Penalty 2047.158505 = -38109.214493
  nChanged 86
		SP:Iteration 2F (138068.410000 sec): 3 clusters
  Score: Raw -41007.265946 + Penalty 2047.158505 = -38960.107441
  nChanged 31
		SP:Iteration 3F (138068.580000 sec): 3 clusters
  Score: Raw -41290.368194 + Penalty 2047.158505 = -39243.209689
  nChanged 7
		SP:Iteration 4Q (138068.760000 sec): 3 clusters
  Score: Raw -41308.754957 + Penalty 2047.158505 = -39261.596452
  nChanged 3
		SP:Iteration 5Q (138068.930000 sec): 3 clusters
  Score: Raw -41319.889993 + Penalty 2047.158505 = -39272.731488
  nChanged 1
		SP:Iteration 6Q (138069.110000 sec): 3 clusters
  Score: Raw -41323.242869 + Penalty 2047.158505 = -39276.084364
  nChanged 0
		SP:Iteration 7F (138069.290000 sec): 3 clusters
  Score: Raw -41323.242869 + Penalty 2047.158505 = -39276.084364
  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 10.71 GB.

 Trying to split cluster 12 (8097 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138069.440000 sec): 2 clusters
  Score: Raw -625170.965272 + Penalty 1462.377947 = -623708.587325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138069.640000 sec): 3 clusters
  Score: Raw -620774.020762 + Penalty 2924.755893 = -617849.264869
  nChanged 3518
		SP:Iteration 1F (138069.870000 sec): 3 clusters
  Score: Raw -624045.210807 + Penalty 2924.755893 = -621120.454914
  nChanged 1258
		SP:Iteration 2F (138070.160000 sec): 3 clusters
  Score: Raw -626456.682880 + Penalty 2924.755893 = -623531.926987
  nChanged 985
		SP:Iteration 3F (138070.320000 sec): 3 clusters
  Score: Raw -627776.906915 + Penalty 2924.755893 = -624852.151022
  nChanged 474
		SP:Iteration 4F (138070.500000 sec): 3 clusters
  Score: Raw -628140.177224 + Penalty 2924.755893 = -625215.421331
  nChanged 240
		SP:Iteration 5Q (138070.680000 sec): 3 clusters
  Score: Raw -628243.961787 + Penalty 2924.755893 = -625319.205894
  nChanged 125
		SP:Iteration 6Q (138070.860000 sec): 3 clusters
  Score: Raw -628285.911286 + Penalty 2924.755893 = -625361.155393
  nChanged 70
		SP:Iteration 7Q (138071.050000 sec): 3 clusters
  Score: Raw -628308.115126 + Penalty 2924.755893 = -625383.359233
  nChanged 62
		SP:Iteration 8Q (138071.240000 sec): 3 clusters
  Score: Raw -628324.013043 + Penalty 2924.755893 = -625399.257150
  nChanged 56
		SP:Iteration 9Q (138071.430000 sec): 3 clusters
  Score: Raw -628337.757552 + Penalty 2924.755893 = -625413.001658
  nChanged 51
		SP:Iteration 10Q (138071.620000 sec): 3 clusters
  Score: Raw -628350.080471 + Penalty 2924.755893 = -625425.324578
  nChanged 46
		SP:Iteration 11Q (138071.810000 sec): 3 clusters
  Score: Raw -628361.244608 + Penalty 2924.755893 = -625436.488715
  nChanged 45
		SP:Iteration 12Q (138072.000000 sec): 3 clusters
  Score: Raw -628371.134583 + Penalty 2924.755893 = -625446.378690
  nChanged 34
		SP:Iteration 13Q (138072.190000 sec): 3 clusters
  Score: Raw -628379.615648 + Penalty 2924.755893 = -625454.859755
  nChanged 36
		SP:Iteration 14Q (138072.390000 sec): 3 clusters
  Score: Raw -628389.596272 + Penalty 2924.755893 = -625464.840379
  nChanged 44
		SP:Iteration 15Q (138072.600000 sec): 3 clusters
  Score: Raw -628401.010114 + Penalty 2924.755893 = -625476.254221
  nChanged 46
		SP:Iteration 16Q (138072.800000 sec): 3 clusters
  Score: Raw -628417.133943 + Penalty 2924.755893 = -625492.378050
  nChanged 44
		SP:Iteration 17Q (138073.000000 sec): 3 clusters
  Score: Raw -628435.909030 + Penalty 2924.755893 = -625511.153137
  nChanged 57
		SP:Iteration 18Q (138073.220000 sec): 3 clusters
  Score: Raw -628459.060483 + Penalty 2924.755893 = -625534.304590
  nChanged 55
		SP:Iteration 19Q (138073.410000 sec): 3 clusters
  Score: Raw -628476.604670 + Penalty 2924.755893 = -625551.848777
  nChanged 39
		SP:Iteration 20F (138073.600000 sec): 3 clusters
  Score: Raw -628489.680462 + Penalty 2924.755893 = -625564.924569
  nChanged 48
		SP:Iteration 21Q (138073.870000 sec): 3 clusters
  Score: Raw -628501.344966 + Penalty 2924.755893 = -625576.589072
  nChanged 38
		SP:Iteration 22Q (138074.030000 sec): 3 clusters
  Score: Raw -628509.788186 + Penalty 2924.755893 = -625585.032293
  nChanged 38
		SP:Iteration 23Q (138074.210000 sec): 3 clusters
  Score: Raw -628518.590613 + Penalty 2924.755893 = -625593.834720
  nChanged 31
		SP:Iteration 24Q (138074.390000 sec): 3 clusters
  Score: Raw -628524.901387 + Penalty 2924.755893 = -625600.145494
  nChanged 24
		SP:Iteration 25Q (138074.580000 sec): 3 clusters
  Score: Raw -628528.504269 + Penalty 2924.755893 = -625603.748376
  nChanged 15
		SP:Iteration 26Q (138074.780000 sec): 3 clusters
  Score: Raw -628530.593037 + Penalty 2924.755893 = -625605.837144
  nChanged 12
		SP:Iteration 27Q (138075.020000 sec): 3 clusters
  Score: Raw -628532.223659 + Penalty 2924.755893 = -625607.467766
  nChanged 11
		SP:Iteration 28Q (138075.260000 sec): 3 clusters
  Score: Raw -628533.884366 + Penalty 2924.755893 = -625609.128473
  nChanged 10
		SP:Iteration 29Q (138075.450000 sec): 3 clusters
  Score: Raw -628535.018173 + Penalty 2924.755893 = -625610.262280
  nChanged 4
		SP:Iteration 30Q (138075.680000 sec): 3 clusters
  Score: Raw -628535.385629 + Penalty 2924.755893 = -625610.629736
  nChanged 3
		SP:Iteration 31Q (138075.850000 sec): 3 clusters
  Score: Raw -628535.806190 + Penalty 2924.755893 = -625611.050297
  nChanged 3
		SP:Iteration 32Q (138076.040000 sec): 3 clusters
  Score: Raw -628536.058795 + Penalty 2924.755893 = -625611.302902
  nChanged 2
		SP:Iteration 33Q (138076.280000 sec): 3 clusters
  Score: Raw -628536.247253 + Penalty 2924.755893 = -625611.491360
  nChanged 3
		SP:Iteration 34Q (138076.420000 sec): 3 clusters
  Score: Raw -628536.538301 + Penalty 2924.755893 = -625611.782408
  nChanged 3
		SP:Iteration 35Q (138076.660000 sec): 3 clusters
  Score: Raw -628536.715146 + Penalty 2924.755893 = -625611.959253
  nChanged 3
		SP:Iteration 36Q (138076.850000 sec): 3 clusters
  Score: Raw -628537.017892 + Penalty 2924.755893 = -625612.261999
  nChanged 2
		SP:Iteration 37Q (138077.030000 sec): 3 clusters
  Score: Raw -628537.160995 + Penalty 2924.755893 = -625612.405101
  nChanged 3
		SP:Iteration 38Q (138077.210000 sec): 3 clusters
  Score: Raw -628537.549100 + Penalty 2924.755893 = -625612.793207
  nChanged 2
		SP:Iteration 39Q (138077.410000 sec): 3 clusters
  Score: Raw -628537.802387 + Penalty 2924.755893 = -625613.046494
  nChanged 0
		SP:Iteration 40F (138077.660000 sec): 3 clusters
  Score: Raw -628537.802387 + Penalty 2924.755893 = -625613.046494
  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 10.71 GB.

 Trying to split cluster 13 (49051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138078.020000 sec): 2 clusters
  Score: Raw -4338746.354183 + Penalty 1755.100076 = -4336991.254107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138078.470000 sec): 3 clusters
  Score: Raw -4307802.967286 + Penalty 3510.200152 = -4304292.767134
  nChanged 22901
		SP:Iteration 1F (138078.940000 sec): 3 clusters
  Score: Raw -4321073.502225 + Penalty 3510.200152 = -4317563.302073
  nChanged 2407
		SP:Iteration 2Q (138079.470000 sec): 3 clusters
  Score: Raw -4322030.906799 + Penalty 3510.200152 = -4318520.706647
  nChanged 2701
		SP:Iteration 3F (138079.920000 sec): 3 clusters
  Score: Raw -4323379.726787 + Penalty 3510.200152 = -4319869.526635
  nChanged 3167
		SP:Iteration 4F (138080.370000 sec): 3 clusters
  Score: Raw -4325276.609153 + Penalty 3510.200152 = -4321766.409001
  nChanged 3560
		SP:Iteration 5F (138080.800000 sec): 3 clusters
  Score: Raw -4327935.876885 + Penalty 3510.200152 = -4324425.676733
  nChanged 3816
		SP:Iteration 6F (138081.260000 sec): 3 clusters
  Score: Raw -4331287.911781 + Penalty 3510.200152 = -4327777.711629
  nChanged 3367
		SP:Iteration 7F (138081.700000 sec): 3 clusters
  Score: Raw -4334514.940866 + Penalty 3510.200152 = -4331004.740714
  nChanged 2316
		SP:Iteration 8Q (138082.200000 sec): 3 clusters
  Score: Raw -4336837.103247 + Penalty 3510.200152 = -4333326.903095
  nChanged 1215
		SP:Iteration 9Q (138082.670000 sec): 3 clusters
  Score: Raw -4338132.769138 + Penalty 3510.200152 = -4334622.568986
  nChanged 612
		SP:Iteration 10Q (138083.200000 sec): 3 clusters
  Score: Raw -4339016.042644 + Penalty 3510.200152 = -4335505.842492
  nChanged 360
		SP:Iteration 11Q (138083.660000 sec): 3 clusters
  Score: Raw -4339547.838849 + Penalty 3510.200152 = -4336037.638697
  nChanged 282
		SP:Iteration 12Q (138084.120000 sec): 3 clusters
  Score: Raw -4339826.326023 + Penalty 3510.200152 = -4336316.125871
  nChanged 221
		SP:Iteration 13Q (138084.570000 sec): 3 clusters
  Score: Raw -4339987.452567 + Penalty 3510.200152 = -4336477.252415
  nChanged 160
		SP:Iteration 14Q (138085.030000 sec): 3 clusters
  Score: Raw -4340080.379284 + Penalty 3510.200152 = -4336570.179132
  nChanged 135
		SP:Iteration 15Q (138085.480000 sec): 3 clusters
  Score: Raw -4340147.216167 + Penalty 3510.200152 = -4336637.016015
  nChanged 107
		SP:Iteration 16Q (138085.940000 sec): 3 clusters
  Score: Raw -4340202.971342 + Penalty 3510.200152 = -4336692.771190
  nChanged 101
		SP:Iteration 17Q (138086.420000 sec): 3 clusters
  Score: Raw -4340247.181330 + Penalty 3510.200152 = -4336736.981178
  nChanged 88
		SP:Iteration 18Q (138086.860000 sec): 3 clusters
  Score: Raw -4340281.729380 + Penalty 3510.200152 = -4336771.529228
  nChanged 77
		SP:Iteration 19Q (138087.380000 sec): 3 clusters
  Score: Raw -4340306.747612 + Penalty 3510.200152 = -4336796.547460
  nChanged 71
		SP:Iteration 20F (138087.800000 sec): 3 clusters
  Score: Raw -4340335.448968 + Penalty 3510.200152 = -4336825.248816
  nChanged 77
		SP:Iteration 21Q (138088.270000 sec): 3 clusters
  Score: Raw -4340359.796303 + Penalty 3510.200152 = -4336849.596151
  nChanged 72
		SP:Iteration 22Q (138088.760000 sec): 3 clusters
  Score: Raw -4340383.483680 + Penalty 3510.200152 = -4336873.283528
  nChanged 76
		SP:Iteration 23Q (138089.200000 sec): 3 clusters
  Score: Raw -4340408.981420 + Penalty 3510.200152 = -4336898.781268
  nChanged 73
		SP:Iteration 24Q (138089.620000 sec): 3 clusters
  Score: Raw -4340430.108290 + Penalty 3510.200152 = -4336919.908138
  nChanged 59
		SP:Iteration 25Q (138090.060000 sec): 3 clusters
  Score: Raw -4340446.962887 + Penalty 3510.200152 = -4336936.762735
  nChanged 55
		SP:Iteration 26Q (138090.540000 sec): 3 clusters
  Score: Raw -4340459.958939 + Penalty 3510.200152 = -4336949.758787
  nChanged 57
		SP:Iteration 27Q (138090.960000 sec): 3 clusters
  Score: Raw -4340474.834207 + Penalty 3510.200152 = -4336964.634055
  nChanged 55
		SP:Iteration 28Q (138091.370000 sec): 3 clusters
  Score: Raw -4340487.432201 + Penalty 3510.200152 = -4336977.232049
  nChanged 58
		SP:Iteration 29Q (138091.780000 sec): 3 clusters
  Score: Raw -4340498.442748 + Penalty 3510.200152 = -4336988.242596
  nChanged 38
		SP:Iteration 30Q (138092.250000 sec): 3 clusters
  Score: Raw -4340504.689811 + Penalty 3510.200152 = -4336994.489659
  nChanged 33
		SP:Iteration 31Q (138092.700000 sec): 3 clusters
  Score: Raw -4340509.551071 + Penalty 3510.200152 = -4336999.350919
  nChanged 25
		SP:Iteration 32Q (138093.190000 sec): 3 clusters
  Score: Raw -4340513.101444 + Penalty 3510.200152 = -4337002.901292
  nChanged 16
		SP:Iteration 33Q (138093.640000 sec): 3 clusters
  Score: Raw -4340515.092293 + Penalty 3510.200152 = -4337004.892141
  nChanged 17
		SP:Iteration 34Q (138094.130000 sec): 3 clusters
  Score: Raw -4340517.422075 + Penalty 3510.200152 = -4337007.221923
  nChanged 16
		SP:Iteration 35Q (138094.600000 sec): 3 clusters
  Score: Raw -4340519.919280 + Penalty 3510.200152 = -4337009.719128
  nChanged 19
		SP:Iteration 36Q (138095.020000 sec): 3 clusters
  Score: Raw -4340523.274378 + Penalty 3510.200152 = -4337013.074226
  nChanged 24
		SP:Iteration 37Q (138095.470000 sec): 3 clusters
  Score: Raw -4340526.324175 + Penalty 3510.200152 = -4337016.124023
  nChanged 22
		SP:Iteration 38Q (138095.930000 sec): 3 clusters
  Score: Raw -4340529.573587 + Penalty 3510.200152 = -4337019.373435
  nChanged 31
		SP:Iteration 39Q (138096.400000 sec): 3 clusters
  Score: Raw -4340534.504595 + Penalty 3510.200152 = -4337024.304443
  nChanged 30
		SP:Iteration 40F (138096.890000 sec): 3 clusters
  Score: Raw -4340538.696501 + Penalty 3510.200152 = -4337028.496349
  nChanged 29
		SP:Iteration 41Q (138097.340000 sec): 3 clusters
  Score: Raw -4340542.396273 + Penalty 3510.200152 = -4337032.196121
  nChanged 22
		SP:Iteration 42Q (138097.840000 sec): 3 clusters
  Score: Raw -4340544.684800 + Penalty 3510.200152 = -4337034.484648
  nChanged 15
		SP:Iteration 43Q (138098.290000 sec): 3 clusters
  Score: Raw -4340546.263811 + Penalty 3510.200152 = -4337036.063659
  nChanged 13
		SP:Iteration 44Q (138098.740000 sec): 3 clusters
  Score: Raw -4340547.470544 + Penalty 3510.200152 = -4337037.270392
  nChanged 7
		SP:Iteration 45Q (138099.240000 sec): 3 clusters
  Score: Raw -4340548.176209 + Penalty 3510.200152 = -4337037.976057
  nChanged 7
		SP:Iteration 46Q (138099.700000 sec): 3 clusters
  Score: Raw -4340549.251978 + Penalty 3510.200152 = -4337039.051826
  nChanged 10
		SP:Iteration 47Q (138100.180000 sec): 3 clusters
  Score: Raw -4340550.294514 + Penalty 3510.200152 = -4337040.094363
  nChanged 13
		SP:Iteration 48Q (138100.630000 sec): 3 clusters
  Score: Raw -4340551.779458 + Penalty 3510.200152 = -4337041.579306
  nChanged 14
		SP:Iteration 49Q (138101.090000 sec): 3 clusters
  Score: Raw -4340553.451902 + Penalty 3510.200152 = -4337043.251751
  nChanged 15
		SP:Iteration 50Q (138101.540000 sec): 3 clusters
  Score: Raw -4340555.113391 + Penalty 3510.200152 = -4337044.913239
  nChanged 17
		SP:Iteration 51Q (138102.000000 sec): 3 clusters
  Score: Raw -4340556.864226 + Penalty 3510.200152 = -4337046.664074
  nChanged 14
		SP:Iteration 52Q (138102.510000 sec): 3 clusters
  Score: Raw -4340558.228037 + Penalty 3510.200152 = -4337048.027885
  nChanged 12
		SP:Iteration 53Q (138102.950000 sec): 3 clusters
  Score: Raw -4340559.504506 + Penalty 3510.200152 = -4337049.304354
  nChanged 9
		SP:Iteration 54Q (138103.440000 sec): 3 clusters
  Score: Raw -4340560.524561 + Penalty 3510.200152 = -4337050.324409
  nChanged 6
		SP:Iteration 55Q (138103.970000 sec): 3 clusters
  Score: Raw -4340561.262415 + Penalty 3510.200152 = -4337051.062263
  nChanged 9
		SP:Iteration 56Q (138104.410000 sec): 3 clusters
  Score: Raw -4340562.163845 + Penalty 3510.200152 = -4337051.963693
  nChanged 3
		SP:Iteration 57Q (138104.910000 sec): 3 clusters
  Score: Raw -4340562.466089 + Penalty 3510.200152 = -4337052.265937
  nChanged 3
		SP:Iteration 58Q (138105.390000 sec): 3 clusters
  Score: Raw -4340562.698043 + Penalty 3510.200152 = -4337052.497891
  nChanged 1
		SP:Iteration 59Q (138105.880000 sec): 3 clusters
  Score: Raw -4340562.797964 + Penalty 3510.200152 = -4337052.597812
  nChanged 2
		SP:Iteration 60F (138106.370000 sec): 3 clusters
  Score: Raw -4340563.031719 + Penalty 3510.200152 = -4337052.831567
  nChanged 4
		SP:Iteration 61Q (138106.860000 sec): 3 clusters
  Score: Raw -4340563.507768 + Penalty 3510.200152 = -4337053.307616
  nChanged 2
		SP:Iteration 62Q (138107.380000 sec): 3 clusters
  Score: Raw -4340563.598470 + Penalty 3510.200152 = -4337053.398318
  nChanged 1
		SP:Iteration 63Q (138107.830000 sec): 3 clusters
  Score: Raw -4340563.712855 + Penalty 3510.200152 = -4337053.512703
  nChanged 0
		SP:Iteration 64F (138108.240000 sec): 3 clusters
  Score: Raw -4340563.712855 + Penalty 3510.200152 = -4337053.512703
  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 10.71 GB.

 Trying to split cluster 14 (18844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138108.400000 sec): 2 clusters
  Score: Raw -1524218.578665 + Penalty 1599.641849 = -1522618.936816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138108.700000 sec): 3 clusters
  Score: Raw -1513061.146371 + Penalty 3199.283698 = -1509861.862673
  nChanged 8429
		SP:Iteration 1F (138108.960000 sec): 3 clusters
  Score: Raw -1518033.998925 + Penalty 3199.283698 = -1514834.715227
  nChanged 1353
		SP:Iteration 2F (138109.230000 sec): 3 clusters
  Score: Raw -1519140.356253 + Penalty 3199.283698 = -1515941.072555
  nChanged 1619
		SP:Iteration 3F (138109.500000 sec): 3 clusters
  Score: Raw -1520889.125605 + Penalty 3199.283698 = -1517689.841907
  nChanged 1926
		SP:Iteration 4F (138109.800000 sec): 3 clusters
  Score: Raw -1522999.190226 + Penalty 3199.283698 = -1519799.906528
  nChanged 1684
		SP:Iteration 5F (138110.100000 sec): 3 clusters
  Score: Raw -1524626.625321 + Penalty 3199.283698 = -1521427.341623
  nChanged 1240
		SP:Iteration 6F (138110.420000 sec): 3 clusters
  Score: Raw -1525695.097598 + Penalty 3199.283698 = -1522495.813900
  nChanged 899
		SP:Iteration 7Q (138110.660000 sec): 3 clusters
  Score: Raw -1526507.166694 + Penalty 3199.283698 = -1523307.882996
  nChanged 691
		SP:Iteration 8Q (138110.980000 sec): 3 clusters
  Score: Raw -1527284.939949 + Penalty 3199.283698 = -1524085.656251
  nChanged 578
		SP:Iteration 9Q (138111.290000 sec): 3 clusters
  Score: Raw -1527868.390878 + Penalty 3199.283698 = -1524669.107180
  nChanged 481
		SP:Iteration 10Q (138111.590000 sec): 3 clusters
  Score: Raw -1528144.169725 + Penalty 3199.283698 = -1524944.886027
  nChanged 381
		SP:Iteration 11Q (138111.900000 sec): 3 clusters
  Score: Raw -1528283.944573 + Penalty 3199.283698 = -1525084.660875
  nChanged 257
		SP:Iteration 12Q (138112.190000 sec): 3 clusters
  Score: Raw -1528363.731080 + Penalty 3199.283698 = -1525164.447382
  nChanged 182
		SP:Iteration 13Q (138112.500000 sec): 3 clusters
  Score: Raw -1528410.715545 + Penalty 3199.283698 = -1525211.431847
  nChanged 153
		SP:Iteration 14Q (138112.810000 sec): 3 clusters
  Score: Raw -1528441.307786 + Penalty 3199.283698 = -1525242.024088
  nChanged 121
		SP:Iteration 15Q (138113.110000 sec): 3 clusters
  Score: Raw -1528470.827520 + Penalty 3199.283698 = -1525271.543822
  nChanged 126
		SP:Iteration 16Q (138113.410000 sec): 3 clusters
  Score: Raw -1528497.501519 + Penalty 3199.283698 = -1525298.217821
  nChanged 101
		SP:Iteration 17Q (138113.680000 sec): 3 clusters
  Score: Raw -1528517.915544 + Penalty 3199.283698 = -1525318.631846
  nChanged 83
		SP:Iteration 18Q (138113.980000 sec): 3 clusters
  Score: Raw -1528531.612185 + Penalty 3199.283698 = -1525332.328487
  nChanged 70
		SP:Iteration 19Q (138114.320000 sec): 3 clusters
  Score: Raw -1528540.392611 + Penalty 3199.283698 = -1525341.108913
  nChanged 46
		SP:Iteration 20F (138114.580000 sec): 3 clusters
  Score: Raw -1528545.694953 + Penalty 3199.283698 = -1525346.411255
  nChanged 34
		SP:Iteration 21Q (138114.860000 sec): 3 clusters
  Score: Raw -1528549.449148 + Penalty 3199.283698 = -1525350.165450
  nChanged 38
		SP:Iteration 22Q (138115.140000 sec): 3 clusters
  Score: Raw -1528552.929567 + Penalty 3199.283698 = -1525353.645869
  nChanged 27
		SP:Iteration 23Q (138115.410000 sec): 3 clusters
  Score: Raw -1528555.576786 + Penalty 3199.283698 = -1525356.293088
  nChanged 34
		SP:Iteration 24Q (138115.670000 sec): 3 clusters
  Score: Raw -1528558.409206 + Penalty 3199.283698 = -1525359.125508
  nChanged 28
		SP:Iteration 25Q (138115.930000 sec): 3 clusters
  Score: Raw -1528560.737467 + Penalty 3199.283698 = -1525361.453769
  nChanged 25
		SP:Iteration 26Q (138116.190000 sec): 3 clusters
  Score: Raw -1528563.230980 + Penalty 3199.283698 = -1525363.947282
  nChanged 16
		SP:Iteration 27Q (138116.440000 sec): 3 clusters
  Score: Raw -1528564.958067 + Penalty 3199.283698 = -1525365.674369
  nChanged 18
		SP:Iteration 28Q (138116.780000 sec): 3 clusters
  Score: Raw -1528566.339986 + Penalty 3199.283698 = -1525367.056288
  nChanged 15
		SP:Iteration 29Q (138117.080000 sec): 3 clusters
  Score: Raw -1528567.308548 + Penalty 3199.283698 = -1525368.024850
  nChanged 8
		SP:Iteration 30Q (138117.340000 sec): 3 clusters
  Score: Raw -1528567.773026 + Penalty 3199.283698 = -1525368.489329
  nChanged 7
		SP:Iteration 31Q (138117.640000 sec): 3 clusters
  Score: Raw -1528568.032809 + Penalty 3199.283698 = -1525368.749111
  nChanged 3
		SP:Iteration 32Q (138117.960000 sec): 3 clusters
  Score: Raw -1528568.196206 + Penalty 3199.283698 = -1525368.912508
  nChanged 4
		SP:Iteration 33Q (138118.260000 sec): 3 clusters
  Score: Raw -1528568.351936 + Penalty 3199.283698 = -1525369.068238
  nChanged 1
		SP:Iteration 34Q (138118.570000 sec): 3 clusters
  Score: Raw -1528568.443686 + Penalty 3199.283698 = -1525369.159988
  nChanged 2
		SP:Iteration 35Q (138118.920000 sec): 3 clusters
  Score: Raw -1528568.502104 + Penalty 3199.283698 = -1525369.218407
  nChanged 2
		SP:Iteration 36Q (138119.190000 sec): 3 clusters
  Score: Raw -1528568.594061 + Penalty 3199.283698 = -1525369.310363
  nChanged 1
		SP:Iteration 37Q (138119.510000 sec): 3 clusters
  Score: Raw -1528568.630837 + Penalty 3199.283698 = -1525369.347139
  nChanged 1
		SP:Iteration 38Q (138119.820000 sec): 3 clusters
  Score: Raw -1528568.690478 + Penalty 3199.283698 = -1525369.406780
  nChanged 0
		SP:Iteration 39F (138120.090000 sec): 3 clusters
  Score: Raw -1528568.690478 + Penalty 3199.283698 = -1525369.406780
  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 10.71 GB.

 Trying to split cluster 15 (7281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138120.210000 sec): 2 clusters
  Score: Raw -652889.061372 + Penalty 1445.116318 = -651443.945054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138120.410000 sec): 3 clusters
  Score: Raw -648859.953934 + Penalty 2890.232636 = -645969.721299
  nChanged 3061
		SP:Iteration 1F (138120.600000 sec): 3 clusters
  Score: Raw -650488.630489 + Penalty 2890.232636 = -647598.397854
  nChanged 451
		SP:Iteration 2F (138120.800000 sec): 3 clusters
  Score: Raw -650698.849446 + Penalty 2890.232636 = -647808.616810
  nChanged 380
		SP:Iteration 3F (138120.990000 sec): 3 clusters
  Score: Raw -650866.261518 + Penalty 2890.232636 = -647976.028882
  nChanged 326
		SP:Iteration 4Q (138121.190000 sec): 3 clusters
  Score: Raw -651010.037747 + Penalty 2890.232636 = -648119.805111
  nChanged 306
		SP:Iteration 5Q (138121.390000 sec): 3 clusters
  Score: Raw -651153.963470 + Penalty 2890.232636 = -648263.730834
  nChanged 277
		SP:Iteration 6Q (138121.590000 sec): 3 clusters
  Score: Raw -651284.469562 + Penalty 2890.232636 = -648394.236926
  nChanged 279
		SP:Iteration 7Q (138121.780000 sec): 3 clusters
  Score: Raw -651424.530195 + Penalty 2890.232636 = -648534.297560
  nChanged 297
		SP:Iteration 8Q (138121.980000 sec): 3 clusters
  Score: Raw -651589.878024 + Penalty 2890.232636 = -648699.645388
  nChanged 327
		SP:Iteration 9Q (138122.180000 sec): 3 clusters
  Score: Raw -651798.085381 + Penalty 2890.232636 = -648907.852745
  nChanged 318
		SP:Iteration 10Q (138122.370000 sec): 3 clusters
  Score: Raw -652033.930278 + Penalty 2890.232636 = -649143.697643
  nChanged 297
		SP:Iteration 11Q (138122.570000 sec): 3 clusters
  Score: Raw -652252.491427 + Penalty 2890.232636 = -649362.258792
  nChanged 246
		SP:Iteration 12Q (138122.770000 sec): 3 clusters
  Score: Raw -652424.756925 + Penalty 2890.232636 = -649534.524289
  nChanged 197
		SP:Iteration 13Q (138122.960000 sec): 3 clusters
  Score: Raw -652576.695435 + Penalty 2890.232636 = -649686.462800
  nChanged 149
		SP:Iteration 14Q (138123.160000 sec): 3 clusters
  Score: Raw -652702.960186 + Penalty 2890.232636 = -649812.727551
  nChanged 125
		SP:Iteration 15Q (138123.360000 sec): 3 clusters
  Score: Raw -652812.197843 + Penalty 2890.232636 = -649921.965207
  nChanged 96
		SP:Iteration 16Q (138123.560000 sec): 3 clusters
  Score: Raw -652893.340627 + Penalty 2890.232636 = -650003.107991
  nChanged 68
		SP:Iteration 17Q (138123.750000 sec): 3 clusters
  Score: Raw -652960.879025 + Penalty 2890.232636 = -650070.646390
  nChanged 44
		SP:Iteration 18Q (138123.950000 sec): 3 clusters
  Score: Raw -652997.041661 + Penalty 2890.232636 = -650106.809026
  nChanged 27
		SP:Iteration 19Q (138124.140000 sec): 3 clusters
  Score: Raw -653017.099963 + Penalty 2890.232636 = -650126.867327
  nChanged 16
		SP:Iteration 20F (138124.340000 sec): 3 clusters
  Score: Raw -653033.696367 + Penalty 2890.232636 = -650143.463731
  nChanged 18
		SP:Iteration 21Q (138124.540000 sec): 3 clusters
  Score: Raw -653047.610689 + Penalty 2890.232636 = -650157.378053
  nChanged 10
		SP:Iteration 22Q (138124.740000 sec): 3 clusters
  Score: Raw -653060.628923 + Penalty 2890.232636 = -650170.396288
  nChanged 12
		SP:Iteration 23Q (138124.920000 sec): 3 clusters
  Score: Raw -653068.299243 + Penalty 2890.232636 = -650178.066608
  nChanged 7
		SP:Iteration 24Q (138125.110000 sec): 3 clusters
  Score: Raw -653074.548639 + Penalty 2890.232636 = -650184.316003
  nChanged 3
		SP:Iteration 25Q (138125.310000 sec): 3 clusters
  Score: Raw -653076.677411 + Penalty 2890.232636 = -650186.444775
  nChanged 2
		SP:Iteration 26Q (138125.510000 sec): 3 clusters
  Score: Raw -653079.480720 + Penalty 2890.232636 = -650189.248085
  nChanged 3
		SP:Iteration 27Q (138125.710000 sec): 3 clusters
  Score: Raw -653081.862285 + Penalty 2890.232636 = -650191.629650
  nChanged 1
		SP:Iteration 28Q (138125.910000 sec): 3 clusters
  Score: Raw -653082.348949 + Penalty 2890.232636 = -650192.116313
  nChanged 2
		SP:Iteration 29Q (138126.110000 sec): 3 clusters
  Score: Raw -653083.050887 + Penalty 2890.232636 = -650192.818251
  nChanged 2
		SP:Iteration 30Q (138126.300000 sec): 3 clusters
  Score: Raw -653084.972315 + Penalty 2890.232636 = -650194.739679
  nChanged 3
		SP:Iteration 31Q (138126.490000 sec): 3 clusters
  Score: Raw -653088.884540 + Penalty 2890.232636 = -650198.651904
  nChanged 3
		SP:Iteration 32Q (138126.690000 sec): 3 clusters
  Score: Raw -653090.663203 + Penalty 2890.232636 = -650200.430567
  nChanged 3
		SP:Iteration 33Q (138126.880000 sec): 3 clusters
  Score: Raw -653092.586268 + Penalty 2890.232636 = -650202.353632
  nChanged 1
		SP:Iteration 34Q (138127.080000 sec): 3 clusters
  Score: Raw -653092.738416 + Penalty 2890.232636 = -650202.505780
  nChanged 0
		SP:Iteration 35F (138127.280000 sec): 3 clusters
  Score: Raw -653092.738416 + Penalty 2890.232636 = -650202.505780
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 16 (1740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138127.410000 sec): 2 clusters
  Score: Raw -131687.033610 + Penalty 1212.516564 = -130474.517046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138127.570000 sec): 3 clusters
  Score: Raw -131095.734129 + Penalty 2425.033127 = -128670.701002
  nChanged 624
		SP:Iteration 1F (138127.730000 sec): 3 clusters
  Score: Raw -131654.144159 + Penalty 2425.033127 = -129229.111032
  nChanged 167
		SP:Iteration 2F (138127.890000 sec): 3 clusters
  Score: Raw -131868.459877 + Penalty 2425.033127 = -129443.426750
  nChanged 131
		SP:Iteration 3F (138128.060000 sec): 3 clusters
  Score: Raw -132138.987805 + Penalty 2425.033127 = -129713.954677
  nChanged 132
		SP:Iteration 4F (138128.230000 sec): 3 clusters
  Score: Raw -132403.054797 + Penalty 2425.033127 = -129978.021670
  nChanged 95
		SP:Iteration 5F (138128.390000 sec): 3 clusters
  Score: Raw -132632.192360 + Penalty 2425.033127 = -130207.159233
  nChanged 89
		SP:Iteration 6F (138128.540000 sec): 3 clusters
  Score: Raw -132822.090764 + Penalty 2425.033127 = -130397.057636
  nChanged 62
		SP:Iteration 7Q (138128.690000 sec): 3 clusters
  Score: Raw -132947.830373 + Penalty 2425.033127 = -130522.797246
  nChanged 57
		SP:Iteration 8Q (138128.840000 sec): 3 clusters
  Score: Raw -133079.112074 + Penalty 2425.033127 = -130654.078946
  nChanged 51
		SP:Iteration 9Q (138128.990000 sec): 3 clusters
  Score: Raw -133185.381161 + Penalty 2425.033127 = -130760.348034
  nChanged 34
		SP:Iteration 10Q (138129.140000 sec): 3 clusters
  Score: Raw -133234.854029 + Penalty 2425.033127 = -130809.820901
  nChanged 21
		SP:Iteration 11Q (138129.290000 sec): 3 clusters
  Score: Raw -133251.994280 + Penalty 2425.033127 = -130826.961152
  nChanged 11
		SP:Iteration 12Q (138129.440000 sec): 3 clusters
  Score: Raw -133265.761603 + Penalty 2425.033127 = -130840.728475
  nChanged 9
		SP:Iteration 13Q (138129.590000 sec): 3 clusters
  Score: Raw -133294.440404 + Penalty 2425.033127 = -130869.407277
  nChanged 6
		SP:Iteration 14Q (138129.740000 sec): 3 clusters
  Score: Raw -133296.651588 + Penalty 2425.033127 = -130871.618460
  nChanged 3
		SP:Iteration 15Q (138129.890000 sec): 3 clusters
  Score: Raw -133298.157994 + Penalty 2425.033127 = -130873.124866
  nChanged 2
		SP:Iteration 16Q (138130.040000 sec): 3 clusters
  Score: Raw -133299.384921 + Penalty 2425.033127 = -130874.351793
  nChanged 3
		SP:Iteration 17Q (138130.190000 sec): 3 clusters
  Score: Raw -133303.352578 + Penalty 2425.033127 = -130878.319450
  nChanged 1
		SP:Iteration 18Q (138130.340000 sec): 3 clusters
  Score: Raw -133304.166354 + Penalty 2425.033127 = -130879.133226
  nChanged 1
		SP:Iteration 19Q (138130.490000 sec): 3 clusters
  Score: Raw -133304.567725 + Penalty 2425.033127 = -130879.534597
  nChanged 0
		SP:Iteration 20F (138130.640000 sec): 3 clusters
  Score: Raw -133304.567725 + Penalty 2425.033127 = -130879.534597
  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 10.71 GB.

 Trying to split cluster 17 (11410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138130.760000 sec): 2 clusters
  Score: Raw -957407.508956 + Penalty 1518.114884 = -955889.394072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138130.960000 sec): 3 clusters
  Score: Raw -950897.842907 + Penalty 3036.229769 = -947861.613138
  nChanged 5021
		SP:Iteration 1F (138131.160000 sec): 3 clusters
  Score: Raw -954216.221080 + Penalty 3036.229769 = -951179.991312
  nChanged 1077
		SP:Iteration 2F (138131.420000 sec): 3 clusters
  Score: Raw -955525.303125 + Penalty 3036.229769 = -952489.073356
  nChanged 1080
		SP:Iteration 3F (138131.630000 sec): 3 clusters
  Score: Raw -956663.846922 + Penalty 3036.229769 = -953627.617153
  nChanged 994
		SP:Iteration 4F (138131.820000 sec): 3 clusters
  Score: Raw -957459.641228 + Penalty 3036.229769 = -954423.411459
  nChanged 707
		SP:Iteration 5F (138132.020000 sec): 3 clusters
  Score: Raw -957978.628715 + Penalty 3036.229769 = -954942.398946
  nChanged 487
		SP:Iteration 6Q (138132.250000 sec): 3 clusters
  Score: Raw -958312.581056 + Penalty 3036.229769 = -955276.351287
  nChanged 389
		SP:Iteration 7Q (138132.450000 sec): 3 clusters
  Score: Raw -958572.943713 + Penalty 3036.229769 = -955536.713944
  nChanged 313
		SP:Iteration 8Q (138132.670000 sec): 3 clusters
  Score: Raw -958793.319717 + Penalty 3036.229769 = -955757.089948
  nChanged 284
		SP:Iteration 9Q (138132.880000 sec): 3 clusters
  Score: Raw -959020.335511 + Penalty 3036.229769 = -955984.105742
  nChanged 242
		SP:Iteration 10Q (138133.100000 sec): 3 clusters
  Score: Raw -959206.015151 + Penalty 3036.229769 = -956169.785382
  nChanged 195
		SP:Iteration 11Q (138133.310000 sec): 3 clusters
  Score: Raw -959352.500948 + Penalty 3036.229769 = -956316.271179
  nChanged 179
		SP:Iteration 12Q (138133.600000 sec): 3 clusters
  Score: Raw -959474.118302 + Penalty 3036.229769 = -956437.888533
  nChanged 154
		SP:Iteration 13Q (138133.760000 sec): 3 clusters
  Score: Raw -959582.028173 + Penalty 3036.229769 = -956545.798404
  nChanged 139
		SP:Iteration 14Q (138133.950000 sec): 3 clusters
  Score: Raw -959680.862285 + Penalty 3036.229769 = -956644.632516
  nChanged 131
		SP:Iteration 15Q (138134.200000 sec): 3 clusters
  Score: Raw -959762.309226 + Penalty 3036.229769 = -956726.079457
  nChanged 97
		SP:Iteration 16Q (138134.440000 sec): 3 clusters
  Score: Raw -959816.288936 + Penalty 3036.229769 = -956780.059167
  nChanged 64
		SP:Iteration 17Q (138134.640000 sec): 3 clusters
  Score: Raw -959849.142657 + Penalty 3036.229769 = -956812.912888
  nChanged 67
		SP:Iteration 18Q (138134.840000 sec): 3 clusters
  Score: Raw -959888.236746 + Penalty 3036.229769 = -956852.006977
  nChanged 53
		SP:Iteration 19Q (138135.050000 sec): 3 clusters
  Score: Raw -959916.060449 + Penalty 3036.229769 = -956879.830680
  nChanged 49
		SP:Iteration 20F (138135.250000 sec): 3 clusters
  Score: Raw -959941.351440 + Penalty 3036.229769 = -956905.121671
  nChanged 33
		SP:Iteration 21Q (138135.490000 sec): 3 clusters
  Score: Raw -959955.185884 + Penalty 3036.229769 = -956918.956115
  nChanged 25
		SP:Iteration 22Q (138135.690000 sec): 3 clusters
  Score: Raw -959962.443098 + Penalty 3036.229769 = -956926.213329
  nChanged 19
		SP:Iteration 23Q (138135.890000 sec): 3 clusters
  Score: Raw -959967.632797 + Penalty 3036.229769 = -956931.403028
  nChanged 15
		SP:Iteration 24Q (138136.090000 sec): 3 clusters
  Score: Raw -959971.722582 + Penalty 3036.229769 = -956935.492814
  nChanged 14
		SP:Iteration 25Q (138136.300000 sec): 3 clusters
  Score: Raw -959974.415485 + Penalty 3036.229769 = -956938.185716
  nChanged 9
		SP:Iteration 26Q (138136.500000 sec): 3 clusters
  Score: Raw -959976.513111 + Penalty 3036.229769 = -956940.283342
  nChanged 9
		SP:Iteration 27Q (138136.740000 sec): 3 clusters
  Score: Raw -959978.420874 + Penalty 3036.229769 = -956942.191105
  nChanged 9
		SP:Iteration 28Q (138136.950000 sec): 3 clusters
  Score: Raw -959980.486035 + Penalty 3036.229769 = -956944.256266
  nChanged 5
		SP:Iteration 29Q (138137.140000 sec): 3 clusters
  Score: Raw -959980.918357 + Penalty 3036.229769 = -956944.688588
  nChanged 1
		SP:Iteration 30Q (138137.330000 sec): 3 clusters
  Score: Raw -959981.139205 + Penalty 3036.229769 = -956944.909436
  nChanged 2
		SP:Iteration 31Q (138137.520000 sec): 3 clusters
  Score: Raw -959981.360421 + Penalty 3036.229769 = -956945.130653
  nChanged 1
		SP:Iteration 32Q (138137.790000 sec): 3 clusters
  Score: Raw -959981.576612 + Penalty 3036.229769 = -956945.346843
  nChanged 0
		SP:Iteration 33F (138137.940000 sec): 3 clusters
  Score: Raw -959981.576612 + Penalty 3036.229769 = -956945.346843
  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 10.71 GB.

 Trying to split cluster 18 (9366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138138.100000 sec): 2 clusters
  Score: Raw -730651.204279 + Penalty 1486.036726 = -729165.167553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138138.300000 sec): 3 clusters
  Score: Raw -725504.601464 + Penalty 2972.073452 = -722532.528012
  nChanged 4031
		SP:Iteration 1F (138138.510000 sec): 3 clusters
  Score: Raw -728182.145739 + Penalty 2972.073452 = -725210.072287
  nChanged 932
		SP:Iteration 2F (138138.650000 sec): 3 clusters
  Score: Raw -729057.927449 + Penalty 2972.073452 = -726085.853997
  nChanged 876
		SP:Iteration 3F (138138.820000 sec): 3 clusters
  Score: Raw -729995.574541 + Penalty 2972.073452 = -727023.501089
  nChanged 740
		SP:Iteration 4F (138138.980000 sec): 3 clusters
  Score: Raw -730914.716127 + Penalty 2972.073452 = -727942.642676
  nChanged 632
		SP:Iteration 5F (138139.160000 sec): 3 clusters
  Score: Raw -731583.872813 + Penalty 2972.073452 = -728611.799361
  nChanged 480
		SP:Iteration 6F (138139.340000 sec): 3 clusters
  Score: Raw -731935.639060 + Penalty 2972.073452 = -728963.565609
  nChanged 326
		SP:Iteration 7Q (138139.550000 sec): 3 clusters
  Score: Raw -732094.817214 + Penalty 2972.073452 = -729122.743762
  nChanged 216
		SP:Iteration 8Q (138139.730000 sec): 3 clusters
  Score: Raw -732173.380318 + Penalty 2972.073452 = -729201.306866
  nChanged 142
		SP:Iteration 9Q (138139.900000 sec): 3 clusters
  Score: Raw -732222.710842 + Penalty 2972.073452 = -729250.637390
  nChanged 114
		SP:Iteration 10Q (138140.120000 sec): 3 clusters
  Score: Raw -732260.151058 + Penalty 2972.073452 = -729288.077606
  nChanged 109
		SP:Iteration 11Q (138140.330000 sec): 3 clusters
  Score: Raw -732292.014959 + Penalty 2972.073452 = -729319.941507
  nChanged 89
		SP:Iteration 12Q (138140.500000 sec): 3 clusters
  Score: Raw -732314.499303 + Penalty 2972.073452 = -729342.425851
  nChanged 58
		SP:Iteration 13Q (138140.710000 sec): 3 clusters
  Score: Raw -732326.076207 + Penalty 2972.073452 = -729354.002756
  nChanged 48
		SP:Iteration 14Q (138140.880000 sec): 3 clusters
  Score: Raw -732335.347928 + Penalty 2972.073452 = -729363.274476
  nChanged 44
		SP:Iteration 15Q (138141.050000 sec): 3 clusters
  Score: Raw -732345.261791 + Penalty 2972.073452 = -729373.188339
  nChanged 39
		SP:Iteration 16Q (138141.170000 sec): 3 clusters
  Score: Raw -732352.994414 + Penalty 2972.073452 = -729380.920962
  nChanged 34
		SP:Iteration 17Q (138141.420000 sec): 3 clusters
  Score: Raw -732360.034951 + Penalty 2972.073452 = -729387.961500
  nChanged 38
		SP:Iteration 18Q (138141.610000 sec): 3 clusters
  Score: Raw -732370.704466 + Penalty 2972.073452 = -729398.631015
  nChanged 43
		SP:Iteration 19Q (138141.780000 sec): 3 clusters
  Score: Raw -732379.464456 + Penalty 2972.073452 = -729407.391004
  nChanged 35
		SP:Iteration 20F (138141.950000 sec): 3 clusters
  Score: Raw -732386.821032 + Penalty 2972.073452 = -729414.747580
  nChanged 35
		SP:Iteration 21Q (138142.140000 sec): 3 clusters
  Score: Raw -732393.242774 + Penalty 2972.073452 = -729421.169322
  nChanged 27
		SP:Iteration 22Q (138142.320000 sec): 3 clusters
  Score: Raw -732398.720542 + Penalty 2972.073452 = -729426.647090
  nChanged 42
		SP:Iteration 23Q (138142.500000 sec): 3 clusters
  Score: Raw -732406.814478 + Penalty 2972.073452 = -729434.741026
  nChanged 31
		SP:Iteration 24Q (138142.720000 sec): 3 clusters
  Score: Raw -732412.180467 + Penalty 2972.073452 = -729440.107015
  nChanged 38
		SP:Iteration 25Q (138142.850000 sec): 3 clusters
  Score: Raw -732420.285023 + Penalty 2972.073452 = -729448.211571
  nChanged 41
		SP:Iteration 26Q (138143.020000 sec): 3 clusters
  Score: Raw -732426.907742 + Penalty 2972.073452 = -729454.834290
  nChanged 24
		SP:Iteration 27Q (138143.200000 sec): 3 clusters
  Score: Raw -732430.418020 + Penalty 2972.073452 = -729458.344568
  nChanged 20
		SP:Iteration 28Q (138143.460000 sec): 3 clusters
  Score: Raw -732434.033761 + Penalty 2972.073452 = -729461.960309
  nChanged 22
		SP:Iteration 29Q (138143.660000 sec): 3 clusters
  Score: Raw -732438.322398 + Penalty 2972.073452 = -729466.248947
  nChanged 28
		SP:Iteration 30Q (138143.800000 sec): 3 clusters
  Score: Raw -732442.860330 + Penalty 2972.073452 = -729470.786879
  nChanged 25
		SP:Iteration 31Q (138144.010000 sec): 3 clusters
  Score: Raw -732446.722407 + Penalty 2972.073452 = -729474.648955
  nChanged 31
		SP:Iteration 32Q (138144.230000 sec): 3 clusters
  Score: Raw -732452.569782 + Penalty 2972.073452 = -729480.496330
  nChanged 31
		SP:Iteration 33Q (138144.430000 sec): 3 clusters
  Score: Raw -732458.073312 + Penalty 2972.073452 = -729485.999860
  nChanged 31
		SP:Iteration 34Q (138144.690000 sec): 3 clusters
  Score: Raw -732462.886802 + Penalty 2972.073452 = -729490.813350
  nChanged 26
		SP:Iteration 35Q (138144.880000 sec): 3 clusters
  Score: Raw -732467.316583 + Penalty 2972.073452 = -729495.243131
  nChanged 20
		SP:Iteration 36Q (138145.060000 sec): 3 clusters
  Score: Raw -732471.064568 + Penalty 2972.073452 = -729498.991116
  nChanged 23
		SP:Iteration 37Q (138145.240000 sec): 3 clusters
  Score: Raw -732474.119819 + Penalty 2972.073452 = -729502.046368
  nChanged 16
		SP:Iteration 38Q (138145.420000 sec): 3 clusters
  Score: Raw -732476.784971 + Penalty 2972.073452 = -729504.711519
  nChanged 17
		SP:Iteration 39Q (138145.640000 sec): 3 clusters
  Score: Raw -732479.081264 + Penalty 2972.073452 = -729507.007813
  nChanged 19
		SP:Iteration 40F (138145.770000 sec): 3 clusters
  Score: Raw -732482.522604 + Penalty 2972.073452 = -729510.449152
  nChanged 19
		SP:Iteration 41Q (138145.940000 sec): 3 clusters
  Score: Raw -732485.100471 + Penalty 2972.073452 = -729513.027020
  nChanged 12
		SP:Iteration 42Q (138146.110000 sec): 3 clusters
  Score: Raw -732487.122754 + Penalty 2972.073452 = -729515.049303
  nChanged 8
		SP:Iteration 43Q (138146.290000 sec): 3 clusters
  Score: Raw -732487.981340 + Penalty 2972.073452 = -729515.907888
  nChanged 5
		SP:Iteration 44Q (138146.510000 sec): 3 clusters
  Score: Raw -732489.277211 + Penalty 2972.073452 = -729517.203759
  nChanged 7
		SP:Iteration 45Q (138146.760000 sec): 3 clusters
  Score: Raw -732490.702786 + Penalty 2972.073452 = -729518.629334
  nChanged 4
		SP:Iteration 46Q (138146.950000 sec): 3 clusters
  Score: Raw -732491.051812 + Penalty 2972.073452 = -729518.978360
  nChanged 1
		SP:Iteration 47Q (138147.120000 sec): 3 clusters
  Score: Raw -732491.141089 + Penalty 2972.073452 = -729519.067637
  nChanged 0
		SP:Iteration 48F (138147.290000 sec): 3 clusters
  Score: Raw -732491.141089 + Penalty 2972.073452 = -729519.067637
  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 10.71 GB.

 Trying to split cluster 19 (168633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138148.230000 sec): 2 clusters
  Score: Raw -14569802.435492 + Penalty 1955.765506 = -14567846.669986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138149.490000 sec): 3 clusters
  Score: Raw -14458264.272210 + Penalty 3911.531011 = -14454352.741198
  nChanged 81452
		SP:Iteration 1F (138150.730000 sec): 3 clusters
  Score: Raw -14505710.936972 + Penalty 3911.531011 = -14501799.405961
  nChanged 4153
		SP:Iteration 2Q (138152.130000 sec): 3 clusters
  Score: Raw -14506459.285055 + Penalty 3911.531011 = -14502547.754044
  nChanged 4474
		SP:Iteration 3Q (138153.560000 sec): 3 clusters
  Score: Raw -14507287.298365 + Penalty 3911.531011 = -14503375.767354
  nChanged 4644
		SP:Iteration 4Q (138154.960000 sec): 3 clusters
  Score: Raw -14508225.848885 + Penalty 3911.531011 = -14504314.317874
  nChanged 4907
		SP:Iteration 5Q (138156.270000 sec): 3 clusters
  Score: Raw -14509384.720296 + Penalty 3911.531011 = -14505473.189285
  nChanged 5469
		SP:Iteration 6Q (138157.690000 sec): 3 clusters
  Score: Raw -14510931.447337 + Penalty 3911.531011 = -14507019.916326
  nChanged 6175
		SP:Iteration 7Q (138159.040000 sec): 3 clusters
  Score: Raw -14513040.629580 + Penalty 3911.531011 = -14509129.098569
  nChanged 7045
		SP:Iteration 8Q (138160.350000 sec): 3 clusters
  Score: Raw -14515962.045937 + Penalty 3911.531011 = -14512050.514926
  nChanged 8081
		SP:Iteration 9Q (138161.650000 sec): 3 clusters
  Score: Raw -14520326.554479 + Penalty 3911.531011 = -14516415.023468
  nChanged 9399
		SP:Iteration 10F (138162.920000 sec): 3 clusters
  Score: Raw -14526661.403472 + Penalty 3911.531011 = -14522749.872461
  nChanged 10127
		SP:Iteration 11F (138164.150000 sec): 3 clusters
  Score: Raw -14534132.196079 + Penalty 3911.531011 = -14530220.665068
  nChanged 9294
		SP:Iteration 12F (138165.370000 sec): 3 clusters
  Score: Raw -14539825.636657 + Penalty 3911.531011 = -14535914.105646
  nChanged 6621
		SP:Iteration 13Q (138166.760000 sec): 3 clusters
  Score: Raw -14542326.376325 + Penalty 3911.531011 = -14538414.845313
  nChanged 3840
		SP:Iteration 14Q (138168.140000 sec): 3 clusters
  Score: Raw -14543243.501049 + Penalty 3911.531011 = -14539331.970037
  nChanged 2436
		SP:Iteration 15Q (138169.440000 sec): 3 clusters
  Score: Raw -14543787.398945 + Penalty 3911.531011 = -14539875.867934
  nChanged 2186
		SP:Iteration 16Q (138170.790000 sec): 3 clusters
  Score: Raw -14544283.582158 + Penalty 3911.531011 = -14540372.051147
  nChanged 2225
		SP:Iteration 17Q (138172.110000 sec): 3 clusters
  Score: Raw -14544827.311200 + Penalty 3911.531011 = -14540915.780189
  nChanged 2338
		SP:Iteration 18Q (138173.420000 sec): 3 clusters
  Score: Raw -14545412.946265 + Penalty 3911.531011 = -14541501.415254
  nChanged 2440
		SP:Iteration 19Q (138174.750000 sec): 3 clusters
  Score: Raw -14546070.897559 + Penalty 3911.531011 = -14542159.366548
  nChanged 2655
		SP:Iteration 20F (138175.990000 sec): 3 clusters
  Score: Raw -14546825.248393 + Penalty 3911.531011 = -14542913.717382
  nChanged 2757
		SP:Iteration 21Q (138177.220000 sec): 3 clusters
  Score: Raw -14547663.696038 + Penalty 3911.531011 = -14543752.165026
  nChanged 2890
		SP:Iteration 22Q (138178.560000 sec): 3 clusters
  Score: Raw -14548587.500196 + Penalty 3911.531011 = -14544675.969185
  nChanged 3019
		SP:Iteration 23Q (138179.880000 sec): 3 clusters
  Score: Raw -14549622.609751 + Penalty 3911.531011 = -14545711.078740
  nChanged 3091
		SP:Iteration 24Q (138181.200000 sec): 3 clusters
  Score: Raw -14550752.047627 + Penalty 3911.531011 = -14546840.516616
  nChanged 3260
		SP:Iteration 25Q (138182.500000 sec): 3 clusters
  Score: Raw -14552025.938763 + Penalty 3911.531011 = -14548114.407752
  nChanged 3249
		SP:Iteration 26Q (138183.680000 sec): 3 clusters
  Score: Raw -14553337.165160 + Penalty 3911.531011 = -14549425.634149
  nChanged 3217
		SP:Iteration 27Q (138184.890000 sec): 3 clusters
  Score: Raw -14554700.989223 + Penalty 3911.531011 = -14550789.458212
  nChanged 3206
		SP:Iteration 28Q (138186.180000 sec): 3 clusters
  Score: Raw -14556126.612539 + Penalty 3911.531011 = -14552215.081527
  nChanged 3119
		SP:Iteration 29Q (138187.470000 sec): 3 clusters
  Score: Raw -14557588.021603 + Penalty 3911.531011 = -14553676.490592
  nChanged 2911
		SP:Iteration 30Q (138188.780000 sec): 3 clusters
  Score: Raw -14558995.340438 + Penalty 3911.531011 = -14555083.809427
  nChanged 2793
		SP:Iteration 31Q (138190.090000 sec): 3 clusters
  Score: Raw -14560450.340767 + Penalty 3911.531011 = -14556538.809756
  nChanged 2676
		SP:Iteration 32Q (138191.350000 sec): 3 clusters
  Score: Raw -14561939.599239 + Penalty 3911.531011 = -14558028.068228
  nChanged 2535
		SP:Iteration 33Q (138192.560000 sec): 3 clusters
  Score: Raw -14563424.228981 + Penalty 3911.531011 = -14559512.697970
  nChanged 2331
		SP:Iteration 34Q (138193.830000 sec): 3 clusters
  Score: Raw -14564854.484625 + Penalty 3911.531011 = -14560942.953614
  nChanged 2013
		SP:Iteration 35Q (138195.110000 sec): 3 clusters
  Score: Raw -14566161.549948 + Penalty 3911.531011 = -14562250.018937
  nChanged 1675
		SP:Iteration 36Q (138196.290000 sec): 3 clusters
  Score: Raw -14567273.328445 + Penalty 3911.531011 = -14563361.797434
  nChanged 1336
		SP:Iteration 37Q (138197.520000 sec): 3 clusters
  Score: Raw -14568180.648068 + Penalty 3911.531011 = -14564269.117057
  nChanged 983
		SP:Iteration 38Q (138198.830000 sec): 3 clusters
  Score: Raw -14568871.432437 + Penalty 3911.531011 = -14564959.901426
  nChanged 675
		SP:Iteration 39Q (138200.130000 sec): 3 clusters
  Score: Raw -14569313.127762 + Penalty 3911.531011 = -14565401.596751
  nChanged 401
		SP:Iteration 40F (138201.400000 sec): 3 clusters
  Score: Raw -14569561.428706 + Penalty 3911.531011 = -14565649.897695
  nChanged 260
		SP:Iteration 41Q (138202.730000 sec): 3 clusters
  Score: Raw -14569717.601551 + Penalty 3911.531011 = -14565806.070540
  nChanged 176
		SP:Iteration 42Q (138204.040000 sec): 3 clusters
  Score: Raw -14569825.143985 + Penalty 3911.531011 = -14565913.612974
  nChanged 122
		SP:Iteration 43Q (138205.340000 sec): 3 clusters
  Score: Raw -14569900.891156 + Penalty 3911.531011 = -14565989.360145
  nChanged 83
		SP:Iteration 44Q (138206.630000 sec): 3 clusters
  Score: Raw -14569957.421281 + Penalty 3911.531011 = -14566045.890270
  nChanged 58
		SP:Iteration 45Q (138207.900000 sec): 3 clusters
  Score: Raw -14569997.733849 + Penalty 3911.531011 = -14566086.202837
  nChanged 41
		SP:Iteration 46Q (138209.080000 sec): 3 clusters
  Score: Raw -14570025.398074 + Penalty 3911.531011 = -14566113.867062
  nChanged 35
		SP:Iteration 47Q (138210.250000 sec): 3 clusters
  Score: Raw -14570056.774156 + Penalty 3911.531011 = -14566145.243145
  nChanged 23
		SP:Iteration 48Q (138211.530000 sec): 3 clusters
  Score: Raw -14570071.957213 + Penalty 3911.531011 = -14566160.426202
  nChanged 16
		SP:Iteration 49Q (138212.850000 sec): 3 clusters
  Score: Raw -14570081.440804 + Penalty 3911.531011 = -14566169.909793
  nChanged 8
		SP:Iteration 50Q (138214.110000 sec): 3 clusters
  Score: Raw -14570084.870594 + Penalty 3911.531011 = -14566173.339583
  nChanged 4
		SP:Iteration 51Q (138215.400000 sec): 3 clusters
  Score: Raw -14570088.417597 + Penalty 3911.531011 = -14566176.886586
  nChanged 7
		SP:Iteration 52Q (138216.690000 sec): 3 clusters
  Score: Raw -14570094.968868 + Penalty 3911.531011 = -14566183.437857
  nChanged 8
		SP:Iteration 53Q (138218.000000 sec): 3 clusters
  Score: Raw -14570102.816434 + Penalty 3911.531011 = -14566191.285422
  nChanged 10
		SP:Iteration 54Q (138219.290000 sec): 3 clusters
  Score: Raw -14570116.987770 + Penalty 3911.531011 = -14566205.456758
  nChanged 11
		SP:Iteration 55Q (138220.590000 sec): 3 clusters
  Score: Raw -14570124.414490 + Penalty 3911.531011 = -14566212.883479
  nChanged 8
		SP:Iteration 56Q (138221.910000 sec): 3 clusters
  Score: Raw -14570128.474386 + Penalty 3911.531011 = -14566216.943375
  nChanged 5
		SP:Iteration 57Q (138223.220000 sec): 3 clusters
  Score: Raw -14570131.423892 + Penalty 3911.531011 = -14566219.892880
  nChanged 3
		SP:Iteration 58Q (138224.490000 sec): 3 clusters
  Score: Raw -14570133.905138 + Penalty 3911.531011 = -14566222.374127
  nChanged 4
		SP:Iteration 59Q (138225.760000 sec): 3 clusters
  Score: Raw -14570137.289494 + Penalty 3911.531011 = -14566225.758483
  nChanged 2
		SP:Iteration 60F (138226.980000 sec): 3 clusters
  Score: Raw -14570138.305734 + Penalty 3911.531011 = -14566226.774723
  nChanged 2
		SP:Iteration 61Q (138228.270000 sec): 3 clusters
  Score: Raw -14570139.952284 + Penalty 3911.531011 = -14566228.421272
  nChanged 1
		SP:Iteration 62Q (138229.500000 sec): 3 clusters
  Score: Raw -14570141.253489 + Penalty 3911.531011 = -14566229.722477
  nChanged 3
		SP:Iteration 63Q (138230.710000 sec): 3 clusters
  Score: Raw -14570143.737169 + Penalty 3911.531011 = -14566232.206157
  nChanged 3
		SP:Iteration 64Q (138231.960000 sec): 3 clusters
  Score: Raw -14570145.410956 + Penalty 3911.531011 = -14566233.879945
  nChanged 2
		SP:Iteration 65Q (138233.160000 sec): 3 clusters
  Score: Raw -14570146.337466 + Penalty 3911.531011 = -14566234.806454
  nChanged 1
		SP:Iteration 66Q (138234.420000 sec): 3 clusters
  Score: Raw -14570147.185171 + Penalty 3911.531011 = -14566235.654160
  nChanged 0
		SP:Iteration 67F (138235.530000 sec): 3 clusters
  Score: Raw -14570147.185171 + Penalty 3911.531011 = -14566235.654160
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 20 (21204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138235.740000 sec): 2 clusters
  Score: Raw -1854737.006702 + Penalty 1618.816082 = -1853118.190619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138236.080000 sec): 3 clusters
  Score: Raw -1841909.069054 + Penalty 3237.632165 = -1838671.436890
  nChanged 9619
		SP:Iteration 1F (138236.350000 sec): 3 clusters
  Score: Raw -1847446.164500 + Penalty 3237.632165 = -1844208.532336
  nChanged 1303
		SP:Iteration 2F (138236.630000 sec): 3 clusters
  Score: Raw -1848258.758294 + Penalty 3237.632165 = -1845021.126129
  nChanged 1475
		SP:Iteration 3F (138236.900000 sec): 3 clusters
  Score: Raw -1849452.413832 + Penalty 3237.632165 = -1846214.781668
  nChanged 1657
		SP:Iteration 4F (138237.180000 sec): 3 clusters
  Score: Raw -1851078.550097 + Penalty 3237.632165 = -1847840.917933
  nChanged 1700
		SP:Iteration 5F (138237.470000 sec): 3 clusters
  Score: Raw -1852785.659173 + Penalty 3237.632165 = -1849548.027009
  nChanged 1641
		SP:Iteration 6F (138237.760000 sec): 3 clusters
  Score: Raw -1854355.441213 + Penalty 3237.632165 = -1851117.809048
  nChanged 1342
		SP:Iteration 7F (138238.060000 sec): 3 clusters
  Score: Raw -1855716.907920 + Penalty 3237.632165 = -1852479.275755
  nChanged 1077
		SP:Iteration 8F (138238.340000 sec): 3 clusters
  Score: Raw -1856735.679996 + Penalty 3237.632165 = -1853498.047831
  nChanged 747
		SP:Iteration 9Q (138238.620000 sec): 3 clusters
  Score: Raw -1857309.494523 + Penalty 3237.632165 = -1854071.862358
  nChanged 515
		SP:Iteration 10Q (138238.910000 sec): 3 clusters
  Score: Raw -1857616.664971 + Penalty 3237.632165 = -1854379.032806
  nChanged 336
		SP:Iteration 11Q (138239.210000 sec): 3 clusters
  Score: Raw -1857755.147440 + Penalty 3237.632165 = -1854517.515275
  nChanged 236
		SP:Iteration 12Q (138239.500000 sec): 3 clusters
  Score: Raw -1857833.241923 + Penalty 3237.632165 = -1854595.609758
  nChanged 170
		SP:Iteration 13Q (138239.770000 sec): 3 clusters
  Score: Raw -1857872.342283 + Penalty 3237.632165 = -1854634.710118
  nChanged 110
		SP:Iteration 14Q (138240.050000 sec): 3 clusters
  Score: Raw -1857892.882714 + Penalty 3237.632165 = -1854655.250549
  nChanged 75
		SP:Iteration 15Q (138240.330000 sec): 3 clusters
  Score: Raw -1857903.901379 + Penalty 3237.632165 = -1854666.269215
  nChanged 59
		SP:Iteration 16Q (138240.610000 sec): 3 clusters
  Score: Raw -1857911.053375 + Penalty 3237.632165 = -1854673.421210
  nChanged 38
		SP:Iteration 17Q (138240.870000 sec): 3 clusters
  Score: Raw -1857915.208915 + Penalty 3237.632165 = -1854677.576750
  nChanged 37
		SP:Iteration 18Q (138241.130000 sec): 3 clusters
  Score: Raw -1857920.193546 + Penalty 3237.632165 = -1854682.561381
  nChanged 48
		SP:Iteration 19Q (138241.410000 sec): 3 clusters
  Score: Raw -1857925.784417 + Penalty 3237.632165 = -1854688.152253
  nChanged 33
		SP:Iteration 20F (138241.690000 sec): 3 clusters
  Score: Raw -1857929.485757 + Penalty 3237.632165 = -1854691.853592
  nChanged 33
		SP:Iteration 21Q (138241.970000 sec): 3 clusters
  Score: Raw -1857932.690277 + Penalty 3237.632165 = -1854695.058112
  nChanged 33
		SP:Iteration 22Q (138242.250000 sec): 3 clusters
  Score: Raw -1857936.574221 + Penalty 3237.632165 = -1854698.942057
  nChanged 32
		SP:Iteration 23Q (138242.530000 sec): 3 clusters
  Score: Raw -1857940.807961 + Penalty 3237.632165 = -1854703.175797
  nChanged 37
		SP:Iteration 24Q (138242.800000 sec): 3 clusters
  Score: Raw -1857945.395942 + Penalty 3237.632165 = -1854707.763778
  nChanged 36
		SP:Iteration 25Q (138243.130000 sec): 3 clusters
  Score: Raw -1857949.689644 + Penalty 3237.632165 = -1854712.057479
  nChanged 42
		SP:Iteration 26Q (138243.420000 sec): 3 clusters
  Score: Raw -1857954.052469 + Penalty 3237.632165 = -1854716.420304
  nChanged 28
		SP:Iteration 27Q (138243.710000 sec): 3 clusters
  Score: Raw -1857956.244004 + Penalty 3237.632165 = -1854718.611839
  nChanged 22
		SP:Iteration 28Q (138243.990000 sec): 3 clusters
  Score: Raw -1857958.253340 + Penalty 3237.632165 = -1854720.621175
  nChanged 35
		SP:Iteration 29Q (138244.310000 sec): 3 clusters
  Score: Raw -1857961.733285 + Penalty 3237.632165 = -1854724.101120
  nChanged 30
		SP:Iteration 30Q (138244.590000 sec): 3 clusters
  Score: Raw -1857963.999956 + Penalty 3237.632165 = -1854726.367791
  nChanged 23
		SP:Iteration 31Q (138244.950000 sec): 3 clusters
  Score: Raw -1857965.423316 + Penalty 3237.632165 = -1854727.791152
  nChanged 20
		SP:Iteration 32Q (138245.250000 sec): 3 clusters
  Score: Raw -1857966.939440 + Penalty 3237.632165 = -1854729.307275
  nChanged 24
		SP:Iteration 33Q (138245.550000 sec): 3 clusters
  Score: Raw -1857968.904845 + Penalty 3237.632165 = -1854731.272680
  nChanged 24
		SP:Iteration 34Q (138245.890000 sec): 3 clusters
  Score: Raw -1857970.468868 + Penalty 3237.632165 = -1854732.836703
  nChanged 18
		SP:Iteration 35Q (138246.190000 sec): 3 clusters
  Score: Raw -1857972.028765 + Penalty 3237.632165 = -1854734.396600
  nChanged 30
		SP:Iteration 36Q (138246.490000 sec): 3 clusters
  Score: Raw -1857975.385929 + Penalty 3237.632165 = -1854737.753764
  nChanged 35
		SP:Iteration 37Q (138246.790000 sec): 3 clusters
  Score: Raw -1857978.900286 + Penalty 3237.632165 = -1854741.268122
  nChanged 30
		SP:Iteration 38Q (138247.110000 sec): 3 clusters
  Score: Raw -1857981.185248 + Penalty 3237.632165 = -1854743.553083
  nChanged 21
		SP:Iteration 39Q (138247.490000 sec): 3 clusters
  Score: Raw -1857982.391882 + Penalty 3237.632165 = -1854744.759717
  nChanged 16
		SP:Iteration 40F (138247.750000 sec): 3 clusters
  Score: Raw -1857983.644950 + Penalty 3237.632165 = -1854746.012786
  nChanged 18
		SP:Iteration 41Q (138248.090000 sec): 3 clusters
  Score: Raw -1857984.873199 + Penalty 3237.632165 = -1854747.241034
  nChanged 19
		SP:Iteration 42Q (138248.390000 sec): 3 clusters
  Score: Raw -1857986.364536 + Penalty 3237.632165 = -1854748.732371
  nChanged 28
		SP:Iteration 43Q (138248.670000 sec): 3 clusters
  Score: Raw -1857989.030524 + Penalty 3237.632165 = -1854751.398360
  nChanged 24
		SP:Iteration 44Q (138248.960000 sec): 3 clusters
  Score: Raw -1857991.594603 + Penalty 3237.632165 = -1854753.962438
  nChanged 24
		SP:Iteration 45Q (138249.250000 sec): 3 clusters
  Score: Raw -1857993.668315 + Penalty 3237.632165 = -1854756.036150
  nChanged 20
		SP:Iteration 46Q (138249.570000 sec): 3 clusters
  Score: Raw -1857995.054097 + Penalty 3237.632165 = -1854757.421932
  nChanged 18
		SP:Iteration 47Q (138249.870000 sec): 3 clusters
  Score: Raw -1857996.832429 + Penalty 3237.632165 = -1854759.200265
  nChanged 16
		SP:Iteration 48Q (138250.150000 sec): 3 clusters
  Score: Raw -1857997.943866 + Penalty 3237.632165 = -1854760.311701
  nChanged 13
		SP:Iteration 49Q (138250.420000 sec): 3 clusters
  Score: Raw -1857998.927159 + Penalty 3237.632165 = -1854761.294995
  nChanged 9
		SP:Iteration 50Q (138250.770000 sec): 3 clusters
  Score: Raw -1857999.413565 + Penalty 3237.632165 = -1854761.781400
  nChanged 8
		SP:Iteration 51Q (138250.970000 sec): 3 clusters
  Score: Raw -1857999.830105 + Penalty 3237.632165 = -1854762.197940
  nChanged 8
		SP:Iteration 52Q (138251.250000 sec): 3 clusters
  Score: Raw -1858000.438749 + Penalty 3237.632165 = -1854762.806584
  nChanged 10
		SP:Iteration 53Q (138251.550000 sec): 3 clusters
  Score: Raw -1858000.998827 + Penalty 3237.632165 = -1854763.366663
  nChanged 12
		SP:Iteration 54Q (138251.870000 sec): 3 clusters
  Score: Raw -1858001.831644 + Penalty 3237.632165 = -1854764.199479
  nChanged 14
		SP:Iteration 55Q (138252.080000 sec): 3 clusters
  Score: Raw -1858002.911276 + Penalty 3237.632165 = -1854765.279111
  nChanged 12
		SP:Iteration 56Q (138252.390000 sec): 3 clusters
  Score: Raw -1858003.846235 + Penalty 3237.632165 = -1854766.214070
  nChanged 17
		SP:Iteration 57Q (138252.690000 sec): 3 clusters
  Score: Raw -1858005.003030 + Penalty 3237.632165 = -1854767.370865
  nChanged 15
		SP:Iteration 58Q (138253.040000 sec): 3 clusters
  Score: Raw -1858005.966704 + Penalty 3237.632165 = -1854768.334539
  nChanged 12
		SP:Iteration 59Q (138253.320000 sec): 3 clusters
  Score: Raw -1858006.825700 + Penalty 3237.632165 = -1854769.193535
  nChanged 16
		SP:Iteration 60F (138253.600000 sec): 3 clusters
  Score: Raw -1858008.023211 + Penalty 3237.632165 = -1854770.391046
  nChanged 12
		SP:Iteration 61Q (138253.870000 sec): 3 clusters
  Score: Raw -1858008.786805 + Penalty 3237.632165 = -1854771.154640
  nChanged 5
		SP:Iteration 62Q (138254.200000 sec): 3 clusters
  Score: Raw -1858009.154119 + Penalty 3237.632165 = -1854771.521954
  nChanged 4
		SP:Iteration 63Q (138254.500000 sec): 3 clusters
  Score: Raw -1858009.397729 + Penalty 3237.632165 = -1854771.765565
  nChanged 5
		SP:Iteration 64Q (138254.780000 sec): 3 clusters
  Score: Raw -1858009.702255 + Penalty 3237.632165 = -1854772.070090
  nChanged 4
		SP:Iteration 65Q (138255.060000 sec): 3 clusters
  Score: Raw -1858009.850548 + Penalty 3237.632165 = -1854772.218383
  nChanged 4
		SP:Iteration 66Q (138255.410000 sec): 3 clusters
  Score: Raw -1858010.114705 + Penalty 3237.632165 = -1854772.482540
  nChanged 2
		SP:Iteration 67Q (138255.680000 sec): 3 clusters
  Score: Raw -1858010.316313 + Penalty 3237.632165 = -1854772.684148
  nChanged 3
		SP:Iteration 68Q (138256.000000 sec): 3 clusters
  Score: Raw -1858010.638684 + Penalty 3237.632165 = -1854773.006519
  nChanged 4
		SP:Iteration 69Q (138256.270000 sec): 3 clusters
  Score: Raw -1858010.905736 + Penalty 3237.632165 = -1854773.273571
  nChanged 3
		SP:Iteration 70Q (138256.620000 sec): 3 clusters
  Score: Raw -1858011.073270 + Penalty 3237.632165 = -1854773.441105
  nChanged 0
		SP:Iteration 71F (138256.940000 sec): 3 clusters
  Score: Raw -1858011.073270 + Penalty 3237.632165 = -1854773.441105
  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 10.71 GB.

 Trying to split cluster 21 (27863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138257.180000 sec): 2 clusters
  Score: Raw -2265737.867923 + Penalty 1663.196425 = -2264074.671498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138257.470000 sec): 3 clusters
  Score: Raw -2248623.541142 + Penalty 3326.392850 = -2245297.148292
  nChanged 12775
		SP:Iteration 1F (138257.770000 sec): 3 clusters
  Score: Raw -2256510.944966 + Penalty 3326.392850 = -2253184.552116
  nChanged 1969
		SP:Iteration 2F (138258.070000 sec): 3 clusters
  Score: Raw -2257996.182527 + Penalty 3326.392850 = -2254669.789677
  nChanged 2271
		SP:Iteration 3F (138258.410000 sec): 3 clusters
  Score: Raw -2259958.942750 + Penalty 3326.392850 = -2256632.549900
  nChanged 2256
		SP:Iteration 4F (138258.710000 sec): 3 clusters
  Score: Raw -2261972.922882 + Penalty 3326.392850 = -2258646.530032
  nChanged 1945
		SP:Iteration 5F (138259.050000 sec): 3 clusters
  Score: Raw -2263643.191352 + Penalty 3326.392850 = -2260316.798502
  nChanged 1488
		SP:Iteration 6F (138259.360000 sec): 3 clusters
  Score: Raw -2264778.307349 + Penalty 3326.392850 = -2261451.914499
  nChanged 1093
		SP:Iteration 7Q (138259.740000 sec): 3 clusters
  Score: Raw -2265430.843070 + Penalty 3326.392850 = -2262104.450220
  nChanged 716
		SP:Iteration 8Q (138260.080000 sec): 3 clusters
  Score: Raw -2265763.932446 + Penalty 3326.392850 = -2262437.539596
  nChanged 537
		SP:Iteration 9Q (138260.380000 sec): 3 clusters
  Score: Raw -2265970.889955 + Penalty 3326.392850 = -2262644.497105
  nChanged 385
		SP:Iteration 10Q (138260.680000 sec): 3 clusters
  Score: Raw -2266082.964405 + Penalty 3326.392850 = -2262756.571555
  nChanged 315
		SP:Iteration 11Q (138260.990000 sec): 3 clusters
  Score: Raw -2266170.595441 + Penalty 3326.392850 = -2262844.202591
  nChanged 276
		SP:Iteration 12Q (138261.290000 sec): 3 clusters
  Score: Raw -2266240.260955 + Penalty 3326.392850 = -2262913.868105
  nChanged 228
		SP:Iteration 13Q (138261.590000 sec): 3 clusters
  Score: Raw -2266294.948590 + Penalty 3326.392850 = -2262968.555740
  nChanged 203
		SP:Iteration 14Q (138261.890000 sec): 3 clusters
  Score: Raw -2266338.937044 + Penalty 3326.392850 = -2263012.544194
  nChanged 185
		SP:Iteration 15Q (138262.200000 sec): 3 clusters
  Score: Raw -2266375.553362 + Penalty 3326.392850 = -2263049.160512
  nChanged 170
		SP:Iteration 16Q (138262.500000 sec): 3 clusters
  Score: Raw -2266411.864170 + Penalty 3326.392850 = -2263085.471320
  nChanged 167
		SP:Iteration 17Q (138262.800000 sec): 3 clusters
  Score: Raw -2266447.002553 + Penalty 3326.392850 = -2263120.609703
  nChanged 155
		SP:Iteration 18Q (138263.100000 sec): 3 clusters
  Score: Raw -2266482.004521 + Penalty 3326.392850 = -2263155.611671
  nChanged 169
		SP:Iteration 19Q (138263.430000 sec): 3 clusters
  Score: Raw -2266518.101228 + Penalty 3326.392850 = -2263191.708378
  nChanged 147
		SP:Iteration 20F (138263.750000 sec): 3 clusters
  Score: Raw -2266553.152632 + Penalty 3326.392850 = -2263226.759782
  nChanged 146
		SP:Iteration 21Q (138264.090000 sec): 3 clusters
  Score: Raw -2266596.495820 + Penalty 3326.392850 = -2263270.102970
  nChanged 170
		SP:Iteration 22Q (138264.400000 sec): 3 clusters
  Score: Raw -2266645.168919 + Penalty 3326.392850 = -2263318.776069
  nChanged 183
		SP:Iteration 23Q (138264.700000 sec): 3 clusters
  Score: Raw -2266690.126566 + Penalty 3326.392850 = -2263363.733716
  nChanged 164
		SP:Iteration 24Q (138265.030000 sec): 3 clusters
  Score: Raw -2266726.161602 + Penalty 3326.392850 = -2263399.768752
  nChanged 159
		SP:Iteration 25Q (138265.360000 sec): 3 clusters
  Score: Raw -2266763.352390 + Penalty 3326.392850 = -2263436.959540
  nChanged 182
		SP:Iteration 26Q (138265.720000 sec): 3 clusters
  Score: Raw -2266812.823314 + Penalty 3326.392850 = -2263486.430464
  nChanged 183
		SP:Iteration 27Q (138266.100000 sec): 3 clusters
  Score: Raw -2266852.418235 + Penalty 3326.392850 = -2263526.025385
  nChanged 173
		SP:Iteration 28Q (138266.480000 sec): 3 clusters
  Score: Raw -2266895.988175 + Penalty 3326.392850 = -2263569.595325
  nChanged 167
		SP:Iteration 29Q (138266.810000 sec): 3 clusters
  Score: Raw -2266945.021141 + Penalty 3326.392850 = -2263618.628291
  nChanged 201
		SP:Iteration 30Q (138267.110000 sec): 3 clusters
  Score: Raw -2267000.912578 + Penalty 3326.392850 = -2263674.519728
  nChanged 193
		SP:Iteration 31Q (138267.440000 sec): 3 clusters
  Score: Raw -2267046.939316 + Penalty 3326.392850 = -2263720.546466
  nChanged 181
		SP:Iteration 32Q (138267.770000 sec): 3 clusters
  Score: Raw -2267084.821040 + Penalty 3326.392850 = -2263758.428190
  nChanged 143
		SP:Iteration 33Q (138268.150000 sec): 3 clusters
  Score: Raw -2267110.713584 + Penalty 3326.392850 = -2263784.320734
  nChanged 137
		SP:Iteration 34Q (138268.450000 sec): 3 clusters
  Score: Raw -2267135.027119 + Penalty 3326.392850 = -2263808.634269
  nChanged 118
		SP:Iteration 35Q (138268.830000 sec): 3 clusters
  Score: Raw -2267153.071276 + Penalty 3326.392850 = -2263826.678426
  nChanged 97
		SP:Iteration 36Q (138269.130000 sec): 3 clusters
  Score: Raw -2267167.920615 + Penalty 3326.392850 = -2263841.527765
  nChanged 98
		SP:Iteration 37Q (138269.520000 sec): 3 clusters
  Score: Raw -2267183.730812 + Penalty 3326.392850 = -2263857.337962
  nChanged 94
		SP:Iteration 38Q (138269.820000 sec): 3 clusters
  Score: Raw -2267198.057314 + Penalty 3326.392850 = -2263871.664464
  nChanged 73
		SP:Iteration 39Q (138270.170000 sec): 3 clusters
  Score: Raw -2267209.187471 + Penalty 3326.392850 = -2263882.794621
  nChanged 75
		SP:Iteration 40F (138270.500000 sec): 3 clusters
  Score: Raw -2267221.026618 + Penalty 3326.392850 = -2263894.633768
  nChanged 73
		SP:Iteration 41Q (138270.890000 sec): 3 clusters
  Score: Raw -2267230.026628 + Penalty 3326.392850 = -2263903.633778
  nChanged 61
		SP:Iteration 42Q (138271.230000 sec): 3 clusters
  Score: Raw -2267236.330544 + Penalty 3326.392850 = -2263909.937694
  nChanged 44
		SP:Iteration 43Q (138271.580000 sec): 3 clusters
  Score: Raw -2267242.058655 + Penalty 3326.392850 = -2263915.665805
  nChanged 46
		SP:Iteration 44Q (138271.930000 sec): 3 clusters
  Score: Raw -2267247.376659 + Penalty 3326.392850 = -2263920.983809
  nChanged 51
		SP:Iteration 45Q (138272.270000 sec): 3 clusters
  Score: Raw -2267253.071717 + Penalty 3326.392850 = -2263926.678867
  nChanged 49
		SP:Iteration 46Q (138272.600000 sec): 3 clusters
  Score: Raw -2267258.151270 + Penalty 3326.392850 = -2263931.758420
  nChanged 35
		SP:Iteration 47Q (138272.950000 sec): 3 clusters
  Score: Raw -2267262.482483 + Penalty 3326.392850 = -2263936.089633
  nChanged 33
		SP:Iteration 48Q (138273.300000 sec): 3 clusters
  Score: Raw -2267265.358708 + Penalty 3326.392850 = -2263938.965858
  nChanged 31
		SP:Iteration 49Q (138273.680000 sec): 3 clusters
  Score: Raw -2267268.502007 + Penalty 3326.392850 = -2263942.109157
  nChanged 24
		SP:Iteration 50Q (138274.080000 sec): 3 clusters
  Score: Raw -2267270.000261 + Penalty 3326.392850 = -2263943.607411
  nChanged 14
		SP:Iteration 51Q (138274.370000 sec): 3 clusters
  Score: Raw -2267270.951619 + Penalty 3326.392850 = -2263944.558769
  nChanged 13
		SP:Iteration 52Q (138274.720000 sec): 3 clusters
  Score: Raw -2267271.679909 + Penalty 3326.392850 = -2263945.287059
  nChanged 14
		SP:Iteration 53Q (138275.040000 sec): 3 clusters
  Score: Raw -2267272.528335 + Penalty 3326.392850 = -2263946.135485
  nChanged 12
		SP:Iteration 54Q (138275.360000 sec): 3 clusters
  Score: Raw -2267273.256852 + Penalty 3326.392850 = -2263946.864002
  nChanged 4
		SP:Iteration 55Q (138275.730000 sec): 3 clusters
  Score: Raw -2267273.418980 + Penalty 3326.392850 = -2263947.026130
  nChanged 3
		SP:Iteration 56Q (138276.030000 sec): 3 clusters
  Score: Raw -2267273.609809 + Penalty 3326.392850 = -2263947.216959
  nChanged 6
		SP:Iteration 57Q (138276.360000 sec): 3 clusters
  Score: Raw -2267273.956231 + Penalty 3326.392850 = -2263947.563382
  nChanged 1
		SP:Iteration 58Q (138276.680000 sec): 3 clusters
  Score: Raw -2267274.064315 + Penalty 3326.392850 = -2263947.671465
  nChanged 2
		SP:Iteration 59Q (138277.000000 sec): 3 clusters
  Score: Raw -2267274.146495 + Penalty 3326.392850 = -2263947.753645
  nChanged 3
		SP:Iteration 60F (138277.320000 sec): 3 clusters
  Score: Raw -2267274.238922 + Penalty 3326.392850 = -2263947.846072
  nChanged 6
		SP:Iteration 61Q (138277.680000 sec): 3 clusters
  Score: Raw -2267274.581822 + Penalty 3326.392850 = -2263948.188972
  nChanged 5
		SP:Iteration 62Q (138278.060000 sec): 3 clusters
  Score: Raw -2267274.810628 + Penalty 3326.392850 = -2263948.417778
  nChanged 7
		SP:Iteration 63Q (138278.380000 sec): 3 clusters
  Score: Raw -2267275.192829 + Penalty 3326.392850 = -2263948.799979
  nChanged 5
		SP:Iteration 64Q (138278.710000 sec): 3 clusters
  Score: Raw -2267275.448601 + Penalty 3326.392850 = -2263949.055751
  nChanged 5
		SP:Iteration 65Q (138279.090000 sec): 3 clusters
  Score: Raw -2267275.669455 + Penalty 3326.392850 = -2263949.276605
  nChanged 0
		SP:Iteration 66F (138279.390000 sec): 3 clusters
  Score: Raw -2267275.669455 + Penalty 3326.392850 = -2263949.276605
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 22 (34361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138279.660000 sec): 2 clusters
  Score: Raw -2906825.321152 + Penalty 1697.260090 = -2905128.061062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138280.010000 sec): 3 clusters
  Score: Raw -2885461.337491 + Penalty 3394.520181 = -2882066.817310
  nChanged 15845
		SP:Iteration 1F (138280.480000 sec): 3 clusters
  Score: Raw -2895091.875495 + Penalty 3394.520181 = -2891697.355314
  nChanged 2316
		SP:Iteration 2F (138280.840000 sec): 3 clusters
  Score: Raw -2896908.895370 + Penalty 3394.520181 = -2893514.375189
  nChanged 3055
		SP:Iteration 3F (138281.240000 sec): 3 clusters
  Score: Raw -2900067.316163 + Penalty 3394.520181 = -2896672.795982
  nChanged 3505
		SP:Iteration 4F (138281.600000 sec): 3 clusters
  Score: Raw -2903612.382463 + Penalty 3394.520181 = -2900217.862283
  nChanged 2977
		SP:Iteration 5F (138282.000000 sec): 3 clusters
  Score: Raw -2905885.280998 + Penalty 3394.520181 = -2902490.760817
  nChanged 1916
		SP:Iteration 6F (138282.400000 sec): 3 clusters
  Score: Raw -2906804.350944 + Penalty 3394.520181 = -2903409.830764
  nChanged 1076
		SP:Iteration 7Q (138282.820000 sec): 3 clusters
  Score: Raw -2907123.108916 + Penalty 3394.520181 = -2903728.588735
  nChanged 618
		SP:Iteration 8Q (138283.290000 sec): 3 clusters
  Score: Raw -2907237.823074 + Penalty 3394.520181 = -2903843.302893
  nChanged 370
		SP:Iteration 9Q (138283.660000 sec): 3 clusters
  Score: Raw -2907289.175737 + Penalty 3394.520181 = -2903894.655557
  nChanged 237
		SP:Iteration 10Q (138284.090000 sec): 3 clusters
  Score: Raw -2907313.993186 + Penalty 3394.520181 = -2903919.473005
  nChanged 182
		SP:Iteration 11Q (138284.500000 sec): 3 clusters
  Score: Raw -2907331.645040 + Penalty 3394.520181 = -2903937.124859
  nChanged 150
		SP:Iteration 12Q (138284.900000 sec): 3 clusters
  Score: Raw -2907343.732498 + Penalty 3394.520181 = -2903949.212317
  nChanged 109
		SP:Iteration 13Q (138285.360000 sec): 3 clusters
  Score: Raw -2907351.657078 + Penalty 3394.520181 = -2903957.136897
  nChanged 87
		SP:Iteration 14Q (138285.770000 sec): 3 clusters
  Score: Raw -2907357.303746 + Penalty 3394.520181 = -2903962.783565
  nChanged 91
		SP:Iteration 15Q (138286.140000 sec): 3 clusters
  Score: Raw -2907363.990262 + Penalty 3394.520181 = -2903969.470081
  nChanged 95
		SP:Iteration 16Q (138286.500000 sec): 3 clusters
  Score: Raw -2907369.936966 + Penalty 3394.520181 = -2903975.416785
  nChanged 78
		SP:Iteration 17Q (138286.870000 sec): 3 clusters
  Score: Raw -2907374.514073 + Penalty 3394.520181 = -2903979.993892
  nChanged 75
		SP:Iteration 18Q (138287.230000 sec): 3 clusters
  Score: Raw -2907378.693452 + Penalty 3394.520181 = -2903984.173271
  nChanged 66
		SP:Iteration 19Q (138287.630000 sec): 3 clusters
  Score: Raw -2907382.491342 + Penalty 3394.520181 = -2903987.971161
  nChanged 67
		SP:Iteration 20F (138288.040000 sec): 3 clusters
  Score: Raw -2907386.842399 + Penalty 3394.520181 = -2903992.322219
  nChanged 76
		SP:Iteration 21Q (138288.410000 sec): 3 clusters
  Score: Raw -2907391.344683 + Penalty 3394.520181 = -2903996.824502
  nChanged 62
		SP:Iteration 22Q (138288.840000 sec): 3 clusters
  Score: Raw -2907394.896268 + Penalty 3394.520181 = -2904000.376088
  nChanged 66
		SP:Iteration 23Q (138289.280000 sec): 3 clusters
  Score: Raw -2907399.254849 + Penalty 3394.520181 = -2904004.734668
  nChanged 71
		SP:Iteration 24Q (138289.690000 sec): 3 clusters
  Score: Raw -2907404.311698 + Penalty 3394.520181 = -2904009.791517
  nChanged 79
		SP:Iteration 25Q (138290.090000 sec): 3 clusters
  Score: Raw -2907410.723307 + Penalty 3394.520181 = -2904016.203126
  nChanged 85
		SP:Iteration 26Q (138290.490000 sec): 3 clusters
  Score: Raw -2907417.770339 + Penalty 3394.520181 = -2904023.250158
  nChanged 90
		SP:Iteration 27Q (138290.930000 sec): 3 clusters
  Score: Raw -2907425.184964 + Penalty 3394.520181 = -2904030.664784
  nChanged 86
		SP:Iteration 28Q (138291.340000 sec): 3 clusters
  Score: Raw -2907432.165801 + Penalty 3394.520181 = -2904037.645620
  nChanged 87
		SP:Iteration 29Q (138291.740000 sec): 3 clusters
  Score: Raw -2907439.131435 + Penalty 3394.520181 = -2904044.611254
  nChanged 79
		SP:Iteration 30Q (138292.140000 sec): 3 clusters
  Score: Raw -2907445.625316 + Penalty 3394.520181 = -2904051.105135
  nChanged 82
		SP:Iteration 31Q (138292.540000 sec): 3 clusters
  Score: Raw -2907453.425410 + Penalty 3394.520181 = -2904058.905229
  nChanged 88
		SP:Iteration 32Q (138292.940000 sec): 3 clusters
  Score: Raw -2907463.941738 + Penalty 3394.520181 = -2904069.421558
  nChanged 107
		SP:Iteration 33Q (138293.310000 sec): 3 clusters
  Score: Raw -2907475.023033 + Penalty 3394.520181 = -2904080.502852
  nChanged 104
		SP:Iteration 34Q (138293.680000 sec): 3 clusters
  Score: Raw -2907485.319167 + Penalty 3394.520181 = -2904090.798986
  nChanged 125
		SP:Iteration 35Q (138294.080000 sec): 3 clusters
  Score: Raw -2907497.796635 + Penalty 3394.520181 = -2904103.276454
  nChanged 131
		SP:Iteration 36Q (138294.490000 sec): 3 clusters
  Score: Raw -2907512.309485 + Penalty 3394.520181 = -2904117.789304
  nChanged 125
		SP:Iteration 37Q (138294.890000 sec): 3 clusters
  Score: Raw -2907526.798948 + Penalty 3394.520181 = -2904132.278767
  nChanged 136
		SP:Iteration 38Q (138295.290000 sec): 3 clusters
  Score: Raw -2907545.348283 + Penalty 3394.520181 = -2904150.828102
  nChanged 161
		SP:Iteration 39Q (138295.660000 sec): 3 clusters
  Score: Raw -2907569.259216 + Penalty 3394.520181 = -2904174.739035
  nChanged 159
		SP:Iteration 40F (138296.100000 sec): 3 clusters
  Score: Raw -2907590.857496 + Penalty 3394.520181 = -2904196.337315
  nChanged 164
		SP:Iteration 41Q (138296.460000 sec): 3 clusters
  Score: Raw -2907615.611219 + Penalty 3394.520181 = -2904221.091038
  nChanged 161
		SP:Iteration 42Q (138296.860000 sec): 3 clusters
  Score: Raw -2907636.722623 + Penalty 3394.520181 = -2904242.202442
  nChanged 160
		SP:Iteration 43Q (138297.250000 sec): 3 clusters
  Score: Raw -2907661.211079 + Penalty 3394.520181 = -2904266.690898
  nChanged 179
		SP:Iteration 44Q (138297.630000 sec): 3 clusters
  Score: Raw -2907689.096173 + Penalty 3394.520181 = -2904294.575993
  nChanged 188
		SP:Iteration 45Q (138298.000000 sec): 3 clusters
  Score: Raw -2907720.901938 + Penalty 3394.520181 = -2904326.381758
  nChanged 166
		SP:Iteration 46Q (138298.370000 sec): 3 clusters
  Score: Raw -2907748.042108 + Penalty 3394.520181 = -2904353.521927
  nChanged 168
		SP:Iteration 47Q (138298.750000 sec): 3 clusters
  Score: Raw -2907776.340308 + Penalty 3394.520181 = -2904381.820127
  nChanged 157
		SP:Iteration 48Q (138299.090000 sec): 3 clusters
  Score: Raw -2907803.153727 + Penalty 3394.520181 = -2904408.633547
  nChanged 164
		SP:Iteration 49Q (138299.490000 sec): 3 clusters
  Score: Raw -2907831.102458 + Penalty 3394.520181 = -2904436.582277
  nChanged 158
		SP:Iteration 50Q (138299.910000 sec): 3 clusters
  Score: Raw -2907856.265653 + Penalty 3394.520181 = -2904461.745472
  nChanged 143
		SP:Iteration 51Q (138300.280000 sec): 3 clusters
  Score: Raw -2907886.787705 + Penalty 3394.520181 = -2904492.267524
  nChanged 172
		SP:Iteration 52Q (138300.650000 sec): 3 clusters
  Score: Raw -2907925.497354 + Penalty 3394.520181 = -2904530.977174
  nChanged 158
		SP:Iteration 53Q (138301.060000 sec): 3 clusters
  Score: Raw -2907955.416293 + Penalty 3394.520181 = -2904560.896112
  nChanged 150
		SP:Iteration 54Q (138301.430000 sec): 3 clusters
  Score: Raw -2907982.975347 + Penalty 3394.520181 = -2904588.455166
  nChanged 146
		SP:Iteration 55Q (138301.800000 sec): 3 clusters
  Score: Raw -2908006.979244 + Penalty 3394.520181 = -2904612.459063
  nChanged 132
		SP:Iteration 56Q (138302.210000 sec): 3 clusters
  Score: Raw -2908028.924207 + Penalty 3394.520181 = -2904634.404027
  nChanged 145
		SP:Iteration 57Q (138302.610000 sec): 3 clusters
  Score: Raw -2908054.227996 + Penalty 3394.520181 = -2904659.707815
  nChanged 123
		SP:Iteration 58Q (138302.990000 sec): 3 clusters
  Score: Raw -2908072.901719 + Penalty 3394.520181 = -2904678.381538
  nChanged 126
		SP:Iteration 59Q (138303.320000 sec): 3 clusters
  Score: Raw -2908092.727185 + Penalty 3394.520181 = -2904698.207004
  nChanged 108
		SP:Iteration 60F (138303.660000 sec): 3 clusters
  Score: Raw -2908108.111659 + Penalty 3394.520181 = -2904713.591478
  nChanged 98
		SP:Iteration 61Q (138304.030000 sec): 3 clusters
  Score: Raw -2908121.075171 + Penalty 3394.520181 = -2904726.554990
  nChanged 83
		SP:Iteration 62Q (138304.390000 sec): 3 clusters
  Score: Raw -2908130.764839 + Penalty 3394.520181 = -2904736.244659
  nChanged 63
		SP:Iteration 63Q (138304.760000 sec): 3 clusters
  Score: Raw -2908138.727653 + Penalty 3394.520181 = -2904744.207472
  nChanged 58
		SP:Iteration 64Q (138305.120000 sec): 3 clusters
  Score: Raw -2908144.879873 + Penalty 3394.520181 = -2904750.359692
  nChanged 51
		SP:Iteration 65Q (138305.490000 sec): 3 clusters
  Score: Raw -2908150.498063 + Penalty 3394.520181 = -2904755.977882
  nChanged 53
		SP:Iteration 66Q (138305.860000 sec): 3 clusters
  Score: Raw -2908156.194972 + Penalty 3394.520181 = -2904761.674791
  nChanged 44
		SP:Iteration 67Q (138306.260000 sec): 3 clusters
  Score: Raw -2908161.389039 + Penalty 3394.520181 = -2904766.868859
  nChanged 49
		SP:Iteration 68Q (138306.630000 sec): 3 clusters
  Score: Raw -2908166.967942 + Penalty 3394.520181 = -2904772.447761
  nChanged 48
		SP:Iteration 69Q (138307.020000 sec): 3 clusters
  Score: Raw -2908171.279836 + Penalty 3394.520181 = -2904776.759655
  nChanged 37
		SP:Iteration 70Q (138307.430000 sec): 3 clusters
  Score: Raw -2908173.989083 + Penalty 3394.520181 = -2904779.468902
  nChanged 27
		SP:Iteration 71Q (138307.840000 sec): 3 clusters
  Score: Raw -2908175.466863 + Penalty 3394.520181 = -2904780.946683
  nChanged 24
		SP:Iteration 72Q (138308.210000 sec): 3 clusters
  Score: Raw -2908177.125709 + Penalty 3394.520181 = -2904782.605528
  nChanged 24
		SP:Iteration 73Q (138308.590000 sec): 3 clusters
  Score: Raw -2908178.784239 + Penalty 3394.520181 = -2904784.264058
  nChanged 21
		SP:Iteration 74Q (138308.960000 sec): 3 clusters
  Score: Raw -2908180.294480 + Penalty 3394.520181 = -2904785.774299
  nChanged 28
		SP:Iteration 75Q (138309.330000 sec): 3 clusters
  Score: Raw -2908182.575573 + Penalty 3394.520181 = -2904788.055392
  nChanged 26
		SP:Iteration 76Q (138309.700000 sec): 3 clusters
  Score: Raw -2908184.785191 + Penalty 3394.520181 = -2904790.265010
  nChanged 31
		SP:Iteration 77Q (138310.110000 sec): 3 clusters
  Score: Raw -2908187.372291 + Penalty 3394.520181 = -2904792.852110
  nChanged 31
		SP:Iteration 78Q (138310.480000 sec): 3 clusters
  Score: Raw -2908190.558957 + Penalty 3394.520181 = -2904796.038776
  nChanged 30
		SP:Iteration 79Q (138310.880000 sec): 3 clusters
  Score: Raw -2908193.349803 + Penalty 3394.520181 = -2904798.829622
  nChanged 30
		SP:Iteration 80F (138311.280000 sec): 3 clusters
  Score: Raw -2908196.991702 + Penalty 3394.520181 = -2904802.471521
  nChanged 33
		SP:Iteration 81Q (138311.690000 sec): 3 clusters
  Score: Raw -2908200.588648 + Penalty 3394.520181 = -2904806.068468
  nChanged 32
		SP:Iteration 82Q (138312.060000 sec): 3 clusters
  Score: Raw -2908202.924151 + Penalty 3394.520181 = -2904808.403971
  nChanged 23
		SP:Iteration 83Q (138312.460000 sec): 3 clusters
  Score: Raw -2908204.934230 + Penalty 3394.520181 = -2904810.414050
  nChanged 29
		SP:Iteration 84Q (138312.860000 sec): 3 clusters
  Score: Raw -2908207.157878 + Penalty 3394.520181 = -2904812.637698
  nChanged 26
		SP:Iteration 85Q (138313.270000 sec): 3 clusters
  Score: Raw -2908209.402507 + Penalty 3394.520181 = -2904814.882326
  nChanged 21
		SP:Iteration 86Q (138313.640000 sec): 3 clusters
  Score: Raw -2908211.105999 + Penalty 3394.520181 = -2904816.585819
  nChanged 20
		SP:Iteration 87Q (138314.040000 sec): 3 clusters
  Score: Raw -2908213.315608 + Penalty 3394.520181 = -2904818.795427
  nChanged 23
		SP:Iteration 88Q (138314.450000 sec): 3 clusters
  Score: Raw -2908215.696840 + Penalty 3394.520181 = -2904821.176659
  nChanged 25
		SP:Iteration 89Q (138314.850000 sec): 3 clusters
  Score: Raw -2908218.281926 + Penalty 3394.520181 = -2904823.761745
  nChanged 22
		SP:Iteration 90Q (138315.260000 sec): 3 clusters
  Score: Raw -2908219.900008 + Penalty 3394.520181 = -2904825.379828
  nChanged 16
		SP:Iteration 91Q (138315.670000 sec): 3 clusters
  Score: Raw -2908220.964051 + Penalty 3394.520181 = -2904826.443871
  nChanged 18
		SP:Iteration 92Q (138316.040000 sec): 3 clusters
  Score: Raw -2908222.442737 + Penalty 3394.520181 = -2904827.922557
  nChanged 18
		SP:Iteration 93Q (138316.400000 sec): 3 clusters
  Score: Raw -2908223.613415 + Penalty 3394.520181 = -2904829.093234
  nChanged 15
		SP:Iteration 94Q (138316.780000 sec): 3 clusters
  Score: Raw -2908224.760452 + Penalty 3394.520181 = -2904830.240271
  nChanged 16
		SP:Iteration 95Q (138317.150000 sec): 3 clusters
  Score: Raw -2908225.812007 + Penalty 3394.520181 = -2904831.291827
  nChanged 13
		SP:Iteration 96Q (138317.590000 sec): 3 clusters
  Score: Raw -2908226.897392 + Penalty 3394.520181 = -2904832.377211
  nChanged 10
		SP:Iteration 97Q (138317.940000 sec): 3 clusters
  Score: Raw -2908227.501696 + Penalty 3394.520181 = -2904832.981515
  nChanged 8
		SP:Iteration 98Q (138318.380000 sec): 3 clusters
  Score: Raw -2908228.263427 + Penalty 3394.520181 = -2904833.743246
  nChanged 10
		SP:Iteration 99Q (138318.750000 sec): 3 clusters
  Score: Raw -2908228.961674 + Penalty 3394.520181 = -2904834.441494
  nChanged 6
		SP:Iteration 100F (138319.150000 sec): 3 clusters
  Score: Raw -2908229.388340 + Penalty 3394.520181 = -2904834.868159
  nChanged 8
		SP:Iteration 101Q (138319.510000 sec): 3 clusters
  Score: Raw -2908230.102535 + Penalty 3394.520181 = -2904835.582355
  nChanged 10
		SP:Iteration 102Q (138319.920000 sec): 3 clusters
  Score: Raw -2908230.693625 + Penalty 3394.520181 = -2904836.173445
  nChanged 6
		SP:Iteration 103Q (138320.260000 sec): 3 clusters
  Score: Raw -2908231.191105 + Penalty 3394.520181 = -2904836.670924
  nChanged 8
		SP:Iteration 104Q (138320.620000 sec): 3 clusters
  Score: Raw -2908231.926097 + Penalty 3394.520181 = -2904837.405916
  nChanged 9
		SP:Iteration 105Q (138321.060000 sec): 3 clusters
  Score: Raw -2908232.525436 + Penalty 3394.520181 = -2904838.005255
  nChanged 9
		SP:Iteration 106Q (138321.420000 sec): 3 clusters
  Score: Raw -2908233.064757 + Penalty 3394.520181 = -2904838.544576
  nChanged 3
		SP:Iteration 107Q (138321.820000 sec): 3 clusters
  Score: Raw -2908233.166319 + Penalty 3394.520181 = -2904838.646138
  nChanged 1
		SP:Iteration 108Q (138322.170000 sec): 3 clusters
  Score: Raw -2908233.179133 + Penalty 3394.520181 = -2904838.658952
  nChanged 0
		SP:Iteration 109F (138322.650000 sec): 3 clusters
  Score: Raw -2908233.179133 + Penalty 3394.520181 = -2904838.658952
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 23 (444474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138324.730000 sec): 2 clusters
  Score: Raw -38429342.366917 + Penalty 2113.255111 = -38427229.111806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138327.680000 sec): 3 clusters
  Score: Raw -38129536.560073 + Penalty 4226.510223 = -38125310.049850
  nChanged 218122
		SP:Iteration 1F (138330.660000 sec): 3 clusters
  Score: Raw -38262990.977556 + Penalty 4226.510223 = -38258764.467333
  nChanged 16618
		SP:Iteration 2Q (138334.020000 sec): 3 clusters
  Score: Raw -38269698.679610 + Penalty 4226.510223 = -38265472.169387
  nChanged 21226
		SP:Iteration 3Q (138337.400000 sec): 3 clusters
  Score: Raw -38282449.981444 + Penalty 4226.510223 = -38278223.471221
  nChanged 26857
		SP:Iteration 4F (138340.430000 sec): 3 clusters
  Score: Raw -38303034.574091 + Penalty 4226.510223 = -38298808.063869
  nChanged 31297
		SP:Iteration 5F (138343.410000 sec): 3 clusters
  Score: Raw -38330246.716696 + Penalty 4226.510223 = -38326020.206473
  nChanged 34706
		SP:Iteration 6F (138346.440000 sec): 3 clusters
  Score: Raw -38360372.607642 + Penalty 4226.510223 = -38356146.097419
  nChanged 34056
		SP:Iteration 7F (138349.450000 sec): 3 clusters
  Score: Raw -38388873.839717 + Penalty 4226.510223 = -38384647.329495
  nChanged 28439
		SP:Iteration 8F (138352.460000 sec): 3 clusters
  Score: Raw -38411252.909191 + Penalty 4226.510223 = -38407026.398968
  nChanged 20963
		SP:Iteration 9Q (138355.690000 sec): 3 clusters
  Score: Raw -38426913.264048 + Penalty 4226.510223 = -38422686.753825
  nChanged 15810
		SP:Iteration 10Q (138358.880000 sec): 3 clusters
  Score: Raw -38439629.122686 + Penalty 4226.510223 = -38435402.612463
  nChanged 13274
		SP:Iteration 11Q (138362.000000 sec): 3 clusters
  Score: Raw -38451172.516118 + Penalty 4226.510223 = -38446946.005895
  nChanged 10866
		SP:Iteration 12Q (138364.940000 sec): 3 clusters
  Score: Raw -38460190.731898 + Penalty 4226.510223 = -38455964.221675
  nChanged 8437
		SP:Iteration 13Q (138368.050000 sec): 3 clusters
  Score: Raw -38465914.748148 + Penalty 4226.510223 = -38461688.237925
  nChanged 6190
		SP:Iteration 14Q (138371.130000 sec): 3 clusters
  Score: Raw -38469022.212771 + Penalty 4226.510223 = -38464795.702548
  nChanged 4522
		SP:Iteration 15Q (138374.210000 sec): 3 clusters
  Score: Raw -38470679.426292 + Penalty 4226.510223 = -38466452.916069
  nChanged 3404
		SP:Iteration 16Q (138377.280000 sec): 3 clusters
  Score: Raw -38471611.108823 + Penalty 4226.510223 = -38467384.598600
  nChanged 2524
		SP:Iteration 17Q (138380.160000 sec): 3 clusters
  Score: Raw -38472152.594085 + Penalty 4226.510223 = -38467926.083862
  nChanged 1914
		SP:Iteration 18Q (138383.210000 sec): 3 clusters
  Score: Raw -38472474.026978 + Penalty 4226.510223 = -38468247.516755
  nChanged 1488
		SP:Iteration 19Q (138386.290000 sec): 3 clusters
  Score: Raw -38472680.273873 + Penalty 4226.510223 = -38468453.763650
  nChanged 1188
		SP:Iteration 20F (138389.130000 sec): 3 clusters
  Score: Raw -38472817.478665 + Penalty 4226.510223 = -38468590.968442
  nChanged 936
		SP:Iteration 21Q (138392.250000 sec): 3 clusters
  Score: Raw -38472903.322111 + Penalty 4226.510223 = -38468676.811888
  nChanged 729
		SP:Iteration 22Q (138395.380000 sec): 3 clusters
  Score: Raw -38472953.784044 + Penalty 4226.510223 = -38468727.273822
  nChanged 544
		SP:Iteration 23Q (138398.250000 sec): 3 clusters
  Score: Raw -38472985.400997 + Penalty 4226.510223 = -38468758.890775
  nChanged 436
		SP:Iteration 24Q (138401.310000 sec): 3 clusters
  Score: Raw -38473005.300376 + Penalty 4226.510223 = -38468778.790153
  nChanged 346
		SP:Iteration 25Q (138404.270000 sec): 3 clusters
  Score: Raw -38473017.997988 + Penalty 4226.510223 = -38468791.487765
  nChanged 285
		SP:Iteration 26Q (138407.190000 sec): 3 clusters
  Score: Raw -38473026.731696 + Penalty 4226.510223 = -38468800.221473
  nChanged 204
		SP:Iteration 27Q (138410.130000 sec): 3 clusters
  Score: Raw -38473031.887594 + Penalty 4226.510223 = -38468805.377371
  nChanged 165
		SP:Iteration 28Q (138413.080000 sec): 3 clusters
  Score: Raw -38473035.446554 + Penalty 4226.510223 = -38468808.936332
  nChanged 137
		SP:Iteration 29Q (138416.000000 sec): 3 clusters
  Score: Raw -38473038.039969 + Penalty 4226.510223 = -38468811.529746
  nChanged 117
		SP:Iteration 30Q (138418.940000 sec): 3 clusters
  Score: Raw -38473039.999857 + Penalty 4226.510223 = -38468813.489634
  nChanged 89
		SP:Iteration 31Q (138421.850000 sec): 3 clusters
  Score: Raw -38473041.352892 + Penalty 4226.510223 = -38468814.842669
  nChanged 91
		SP:Iteration 32Q (138424.580000 sec): 3 clusters
  Score: Raw -38473042.897175 + Penalty 4226.510223 = -38468816.386953
  nChanged 85
		SP:Iteration 33Q (138427.460000 sec): 3 clusters
  Score: Raw -38473044.104227 + Penalty 4226.510223 = -38468817.594004
  nChanged 62
		SP:Iteration 34Q (138430.520000 sec): 3 clusters
  Score: Raw -38473044.753264 + Penalty 4226.510223 = -38468818.243041
  nChanged 48
		SP:Iteration 35Q (138433.410000 sec): 3 clusters
  Score: Raw -38473045.179610 + Penalty 4226.510223 = -38468818.669387
  nChanged 34
		SP:Iteration 36Q (138436.320000 sec): 3 clusters
  Score: Raw -38473045.465019 + Penalty 4226.510223 = -38468818.954796
  nChanged 32
		SP:Iteration 37Q (138439.410000 sec): 3 clusters
  Score: Raw -38473045.804369 + Penalty 4226.510223 = -38468819.294147
  nChanged 37
		SP:Iteration 38Q (138442.590000 sec): 3 clusters
  Score: Raw -38473046.172366 + Penalty 4226.510223 = -38468819.662143
  nChanged 31
		SP:Iteration 39Q (138445.710000 sec): 3 clusters
  Score: Raw -38473046.451290 + Penalty 4226.510223 = -38468819.941067
  nChanged 31
		SP:Iteration 40F (138448.710000 sec): 3 clusters
  Score: Raw -38473046.677433 + Penalty 4226.510223 = -38468820.167210
  nChanged 20
		SP:Iteration 41Q (138451.570000 sec): 3 clusters
  Score: Raw -38473046.805376 + Penalty 4226.510223 = -38468820.295154
  nChanged 19
		SP:Iteration 42Q (138454.660000 sec): 3 clusters
  Score: Raw -38473046.946671 + Penalty 4226.510223 = -38468820.436448
  nChanged 10
		SP:Iteration 43Q (138457.720000 sec): 3 clusters
  Score: Raw -38473047.005793 + Penalty 4226.510223 = -38468820.495570
  nChanged 6
		SP:Iteration 44Q (138460.650000 sec): 3 clusters
  Score: Raw -38473047.038967 + Penalty 4226.510223 = -38468820.528744
  nChanged 3
		SP:Iteration 45Q (138463.570000 sec): 3 clusters
  Score: Raw -38473047.051928 + Penalty 4226.510223 = -38468820.541705
  nChanged 2
		SP:Iteration 46Q (138466.440000 sec): 3 clusters
  Score: Raw -38473047.060503 + Penalty 4226.510223 = -38468820.550280
  nChanged 5
		SP:Iteration 47Q (138469.530000 sec): 3 clusters
  Score: Raw -38473047.077913 + Penalty 4226.510223 = -38468820.567690
  nChanged 4
		SP:Iteration 48Q (138472.640000 sec): 3 clusters
  Score: Raw -38473047.091129 + Penalty 4226.510223 = -38468820.580906
  nChanged 2
		SP:Iteration 49Q (138475.710000 sec): 3 clusters
  Score: Raw -38473047.095099 + Penalty 4226.510223 = -38468820.584876
  nChanged 3
		SP:Iteration 50Q (138478.820000 sec): 3 clusters
  Score: Raw -38473047.107082 + Penalty 4226.510223 = -38468820.596860
  nChanged 1
		SP:Iteration 51Q (138481.930000 sec): 3 clusters
  Score: Raw -38473047.109634 + Penalty 4226.510223 = -38468820.599411
  nChanged 0
		SP:Iteration 52F (138484.940000 sec): 3 clusters
  Score: Raw -38473047.109634 + Penalty 4226.510223 = -38468820.599411
  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 10.71 GB.

 Trying to split cluster 24 (3096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138485.190000 sec): 2 clusters
  Score: Raw -250969.611593 + Penalty 1306.153263 = -249663.458330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138485.360000 sec): 3 clusters
  Score: Raw -249444.107953 + Penalty 2612.306526 = -246831.801426
  nChanged 1198
		SP:Iteration 1F (138485.550000 sec): 3 clusters
  Score: Raw -250153.703599 + Penalty 2612.306526 = -247541.397073
  nChanged 250
		SP:Iteration 2F (138485.760000 sec): 3 clusters
  Score: Raw -250337.889992 + Penalty 2612.306526 = -247725.583465
  nChanged 174
		SP:Iteration 3F (138485.930000 sec): 3 clusters
  Score: Raw -250454.502325 + Penalty 2612.306526 = -247842.195799
  nChanged 133
		SP:Iteration 4Q (138486.110000 sec): 3 clusters
  Score: Raw -250545.927060 + Penalty 2612.306526 = -247933.620533
  nChanged 115
		SP:Iteration 5Q (138486.280000 sec): 3 clusters
  Score: Raw -250621.216628 + Penalty 2612.306526 = -248008.910102
  nChanged 111
		SP:Iteration 6Q (138486.460000 sec): 3 clusters
  Score: Raw -250692.663243 + Penalty 2612.306526 = -248080.356717
  nChanged 90
		SP:Iteration 7Q (138486.640000 sec): 3 clusters
  Score: Raw -250741.899300 + Penalty 2612.306526 = -248129.592774
  nChanged 76
		SP:Iteration 8Q (138486.810000 sec): 3 clusters
  Score: Raw -250784.258833 + Penalty 2612.306526 = -248171.952307
  nChanged 73
		SP:Iteration 9Q (138486.990000 sec): 3 clusters
  Score: Raw -250821.162077 + Penalty 2612.306526 = -248208.855551
  nChanged 59
		SP:Iteration 10Q (138487.160000 sec): 3 clusters
  Score: Raw -250863.919849 + Penalty 2612.306526 = -248251.613323
  nChanged 65
		SP:Iteration 11Q (138487.340000 sec): 3 clusters
  Score: Raw -250912.966838 + Penalty 2612.306526 = -248300.660312
  nChanged 72
		SP:Iteration 12Q (138487.520000 sec): 3 clusters
  Score: Raw -250976.675214 + Penalty 2612.306526 = -248364.368688
  nChanged 72
		SP:Iteration 13Q (138487.710000 sec): 3 clusters
  Score: Raw -251034.590223 + Penalty 2612.306526 = -248422.283697
  nChanged 69
		SP:Iteration 14Q (138487.860000 sec): 3 clusters
  Score: Raw -251099.185193 + Penalty 2612.306526 = -248486.878666
  nChanged 64
		SP:Iteration 15Q (138488.040000 sec): 3 clusters
  Score: Raw -251154.314076 + Penalty 2612.306526 = -248542.007550
  nChanged 75
		SP:Iteration 16Q (138488.220000 sec): 3 clusters
  Score: Raw -251217.009482 + Penalty 2612.306526 = -248604.702956
  nChanged 60
		SP:Iteration 17Q (138488.390000 sec): 3 clusters
  Score: Raw -251262.451732 + Penalty 2612.306526 = -248650.145206
  nChanged 55
		SP:Iteration 18Q (138488.570000 sec): 3 clusters
  Score: Raw -251320.263898 + Penalty 2612.306526 = -248707.957372
  nChanged 62
		SP:Iteration 19Q (138488.740000 sec): 3 clusters
  Score: Raw -251381.491287 + Penalty 2612.306526 = -248769.184760
  nChanged 73
		SP:Iteration 20F (138488.920000 sec): 3 clusters
  Score: Raw -251462.654993 + Penalty 2612.306526 = -248850.348467
  nChanged 72
		SP:Iteration 21Q (138489.100000 sec): 3 clusters
  Score: Raw -251541.077274 + Penalty 2612.306526 = -248928.770748
  nChanged 77
		SP:Iteration 22Q (138489.270000 sec): 3 clusters
  Score: Raw -251624.234967 + Penalty 2612.306526 = -249011.928441
  nChanged 70
		SP:Iteration 23Q (138489.450000 sec): 3 clusters
  Score: Raw -251722.269441 + Penalty 2612.306526 = -249109.962915
  nChanged 64
		SP:Iteration 24Q (138489.620000 sec): 3 clusters
  Score: Raw -251788.819729 + Penalty 2612.306526 = -249176.513203
  nChanged 52
		SP:Iteration 25Q (138489.800000 sec): 3 clusters
  Score: Raw -251826.135725 + Penalty 2612.306526 = -249213.829199
  nChanged 27
		SP:Iteration 26Q (138489.980000 sec): 3 clusters
  Score: Raw -251838.955388 + Penalty 2612.306526 = -249226.648862
  nChanged 19
		SP:Iteration 27Q (138490.150000 sec): 3 clusters
  Score: Raw -251849.025406 + Penalty 2612.306526 = -249236.718880
  nChanged 13
		SP:Iteration 28Q (138490.330000 sec): 3 clusters
  Score: Raw -251856.056856 + Penalty 2612.306526 = -249243.750329
  nChanged 9
		SP:Iteration 29Q (138490.500000 sec): 3 clusters
  Score: Raw -251860.397913 + Penalty 2612.306526 = -249248.091387
  nChanged 4
		SP:Iteration 30Q (138490.680000 sec): 3 clusters
  Score: Raw -251863.730764 + Penalty 2612.306526 = -249251.424238
  nChanged 5
		SP:Iteration 31Q (138490.860000 sec): 3 clusters
  Score: Raw -251866.399023 + Penalty 2612.306526 = -249254.092496
  nChanged 2
		SP:Iteration 32Q (138491.030000 sec): 3 clusters
  Score: Raw -251867.052551 + Penalty 2612.306526 = -249254.746025
  nChanged 3
		SP:Iteration 33Q (138491.210000 sec): 3 clusters
  Score: Raw -251867.939342 + Penalty 2612.306526 = -249255.632816
  nChanged 1
		SP:Iteration 34Q (138491.380000 sec): 3 clusters
  Score: Raw -251868.331806 + Penalty 2612.306526 = -249256.025280
  nChanged 2
		SP:Iteration 35Q (138491.560000 sec): 3 clusters
  Score: Raw -251868.892732 + Penalty 2612.306526 = -249256.586206
  nChanged 1
		SP:Iteration 36Q (138491.740000 sec): 3 clusters
  Score: Raw -251869.387838 + Penalty 2612.306526 = -249257.081312
  nChanged 3
		SP:Iteration 37Q (138491.910000 sec): 3 clusters
  Score: Raw -251870.841329 + Penalty 2612.306526 = -249258.534803
  nChanged 3
		SP:Iteration 38Q (138492.090000 sec): 3 clusters
  Score: Raw -251872.677539 + Penalty 2612.306526 = -249260.371013
  nChanged 2
		SP:Iteration 39Q (138492.260000 sec): 3 clusters
  Score: Raw -251874.017661 + Penalty 2612.306526 = -249261.711135
  nChanged 1
		SP:Iteration 40F (138492.440000 sec): 3 clusters
  Score: Raw -251876.920486 + Penalty 2612.306526 = -249264.613960
  nChanged 4
		SP:Iteration 41Q (138492.610000 sec): 3 clusters
  Score: Raw -251883.597119 + Penalty 2612.306526 = -249271.290593
  nChanged 7
		SP:Iteration 42Q (138492.790000 sec): 3 clusters
  Score: Raw -251886.586409 + Penalty 2612.306526 = -249274.279883
  nChanged 4
		SP:Iteration 43Q (138492.960000 sec): 3 clusters
  Score: Raw -251888.094331 + Penalty 2612.306526 = -249275.787805
  nChanged 1
		SP:Iteration 44Q (138493.140000 sec): 3 clusters
  Score: Raw -251890.584888 + Penalty 2612.306526 = -249278.278361
  nChanged 5
		SP:Iteration 45Q (138493.320000 sec): 3 clusters
  Score: Raw -251896.693498 + Penalty 2612.306526 = -249284.386971
  nChanged 4
		SP:Iteration 46Q (138493.490000 sec): 3 clusters
  Score: Raw -251898.879300 + Penalty 2612.306526 = -249286.572773
  nChanged 1
		SP:Iteration 47Q (138493.670000 sec): 3 clusters
  Score: Raw -251899.059192 + Penalty 2612.306526 = -249286.752666
  nChanged 0
		SP:Iteration 48F (138493.840000 sec): 3 clusters
  Score: Raw -251899.059192 + Penalty 2612.306526 = -249286.752666
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 25 (5825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138493.960000 sec): 2 clusters
  Score: Raw -410141.972660 + Penalty 1408.861070 = -408733.111589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138494.150000 sec): 3 clusters
  Score: Raw -407164.288673 + Penalty 2817.722140 = -404346.566533
  nChanged 2395
		SP:Iteration 1F (138494.300000 sec): 3 clusters
  Score: Raw -409105.406580 + Penalty 2817.722140 = -406287.684440
  nChanged 653
		SP:Iteration 2F (138494.460000 sec): 3 clusters
  Score: Raw -409955.636820 + Penalty 2817.722140 = -407137.914680
  nChanged 625
		SP:Iteration 3F (138494.620000 sec): 3 clusters
  Score: Raw -410684.115907 + Penalty 2817.722140 = -407866.393766
  nChanged 498
		SP:Iteration 4F (138494.800000 sec): 3 clusters
  Score: Raw -411212.227831 + Penalty 2817.722140 = -408394.505690
  nChanged 361
		SP:Iteration 5F (138494.960000 sec): 3 clusters
  Score: Raw -411576.119544 + Penalty 2817.722140 = -408758.397404
  nChanged 246
		SP:Iteration 6Q (138495.140000 sec): 3 clusters
  Score: Raw -411793.385125 + Penalty 2817.722140 = -408975.662984
  nChanged 146
		SP:Iteration 7Q (138495.350000 sec): 3 clusters
  Score: Raw -411889.675825 + Penalty 2817.722140 = -409071.953685
  nChanged 106
		SP:Iteration 8Q (138495.530000 sec): 3 clusters
  Score: Raw -411949.084904 + Penalty 2817.722140 = -409131.362764
  nChanged 83
		SP:Iteration 9Q (138495.720000 sec): 3 clusters
  Score: Raw -411993.388420 + Penalty 2817.722140 = -409175.666279
  nChanged 72
		SP:Iteration 10Q (138495.870000 sec): 3 clusters
  Score: Raw -412024.031130 + Penalty 2817.722140 = -409206.308989
  nChanged 43
		SP:Iteration 11Q (138496.020000 sec): 3 clusters
  Score: Raw -412039.453190 + Penalty 2817.722140 = -409221.731050
  nChanged 32
		SP:Iteration 12Q (138496.180000 sec): 3 clusters
  Score: Raw -412051.509928 + Penalty 2817.722140 = -409233.787787
  nChanged 31
		SP:Iteration 13Q (138496.330000 sec): 3 clusters
  Score: Raw -412061.951828 + Penalty 2817.722140 = -409244.229688
  nChanged 23
		SP:Iteration 14Q (138496.480000 sec): 3 clusters
  Score: Raw -412068.955570 + Penalty 2817.722140 = -409251.233429
  nChanged 16
		SP:Iteration 15Q (138496.640000 sec): 3 clusters
  Score: Raw -412072.679714 + Penalty 2817.722140 = -409254.957574
  nChanged 11
		SP:Iteration 16Q (138496.810000 sec): 3 clusters
  Score: Raw -412075.192793 + Penalty 2817.722140 = -409257.470652
  nChanged 11
		SP:Iteration 17Q (138496.980000 sec): 3 clusters
  Score: Raw -412078.106050 + Penalty 2817.722140 = -409260.383909
  nChanged 12
		SP:Iteration 18Q (138497.140000 sec): 3 clusters
  Score: Raw -412081.101041 + Penalty 2817.722140 = -409263.378901
  nChanged 15
		SP:Iteration 19Q (138497.320000 sec): 3 clusters
  Score: Raw -412085.726188 + Penalty 2817.722140 = -409268.004047
  nChanged 16
		SP:Iteration 20F (138497.440000 sec): 3 clusters
  Score: Raw -412092.944610 + Penalty 2817.722140 = -409275.222470
  nChanged 17
		SP:Iteration 21Q (138497.600000 sec): 3 clusters
  Score: Raw -412098.286128 + Penalty 2817.722140 = -409280.563988
  nChanged 9
		SP:Iteration 22Q (138497.770000 sec): 3 clusters
  Score: Raw -412101.333647 + Penalty 2817.722140 = -409283.611506
  nChanged 10
		SP:Iteration 23Q (138497.940000 sec): 3 clusters
  Score: Raw -412105.419853 + Penalty 2817.722140 = -409287.697713
  nChanged 11
		SP:Iteration 24Q (138498.080000 sec): 3 clusters
  Score: Raw -412108.154895 + Penalty 2817.722140 = -409290.432754
  nChanged 7
		SP:Iteration 25Q (138498.240000 sec): 3 clusters
  Score: Raw -412110.480513 + Penalty 2817.722140 = -409292.758373
  nChanged 8
		SP:Iteration 26Q (138498.420000 sec): 3 clusters
  Score: Raw -412112.197515 + Penalty 2817.722140 = -409294.475375
  nChanged 5
		SP:Iteration 27Q (138498.580000 sec): 3 clusters
  Score: Raw -412112.773936 + Penalty 2817.722140 = -409295.051795
  nChanged 1
		SP:Iteration 28Q (138498.740000 sec): 3 clusters
  Score: Raw -412113.102401 + Penalty 2817.722140 = -409295.380261
  nChanged 3
		SP:Iteration 29Q (138498.860000 sec): 3 clusters
  Score: Raw -412113.398083 + Penalty 2817.722140 = -409295.675943
  nChanged 3
		SP:Iteration 30Q (138499.040000 sec): 3 clusters
  Score: Raw -412113.894090 + Penalty 2817.722140 = -409296.171950
  nChanged 1
		SP:Iteration 31Q (138499.270000 sec): 3 clusters
  Score: Raw -412114.131629 + Penalty 2817.722140 = -409296.409489
  nChanged 0
		SP:Iteration 32F (138499.460000 sec): 3 clusters
  Score: Raw -412114.131629 + Penalty 2817.722140 = -409296.409489
  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 10.71 GB.

 Trying to split cluster 26 (32529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138499.760000 sec): 2 clusters
  Score: Raw -2686833.575176 + Penalty 1688.356683 = -2685145.218494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138500.130000 sec): 3 clusters
  Score: Raw -2666703.680159 + Penalty 3376.713365 = -2663326.966793
  nChanged 14972
		SP:Iteration 1F (138500.460000 sec): 3 clusters
  Score: Raw -2675327.505438 + Penalty 3376.713365 = -2671950.792072
  nChanged 1757
		SP:Iteration 2F (138500.790000 sec): 3 clusters
  Score: Raw -2676184.290181 + Penalty 3376.713365 = -2672807.576816
  nChanged 2015
		SP:Iteration 3F (138501.140000 sec): 3 clusters
  Score: Raw -2677504.625924 + Penalty 3376.713365 = -2674127.912559
  nChanged 2320
		SP:Iteration 4F (138501.480000 sec): 3 clusters
  Score: Raw -2679232.889349 + Penalty 3376.713365 = -2675856.175984
  nChanged 2401
		SP:Iteration 5F (138501.790000 sec): 3 clusters
  Score: Raw -2681138.248368 + Penalty 3376.713365 = -2677761.535002
  nChanged 2164
		SP:Iteration 6F (138502.100000 sec): 3 clusters
  Score: Raw -2682842.920154 + Penalty 3376.713365 = -2679466.206788
  nChanged 1881
		SP:Iteration 7F (138502.450000 sec): 3 clusters
  Score: Raw -2684331.109903 + Penalty 3376.713365 = -2680954.396538
  nChanged 1476
		SP:Iteration 8Q (138502.840000 sec): 3 clusters
  Score: Raw -2685584.580044 + Penalty 3376.713365 = -2682207.866678
  nChanged 1177
		SP:Iteration 9Q (138503.260000 sec): 3 clusters
  Score: Raw -2686595.307298 + Penalty 3376.713365 = -2683218.593932
  nChanged 904
		SP:Iteration 10Q (138503.620000 sec): 3 clusters
  Score: Raw -2687314.085531 + Penalty 3376.713365 = -2683937.372166
  nChanged 653
		SP:Iteration 11Q (138503.970000 sec): 3 clusters
  Score: Raw -2687748.471219 + Penalty 3376.713365 = -2684371.757854
  nChanged 474
		SP:Iteration 12Q (138504.320000 sec): 3 clusters
  Score: Raw -2688023.464737 + Penalty 3376.713365 = -2684646.751371
  nChanged 366
		SP:Iteration 13Q (138504.670000 sec): 3 clusters
  Score: Raw -2688182.136196 + Penalty 3376.713365 = -2684805.422831
  nChanged 289
		SP:Iteration 14Q (138505.030000 sec): 3 clusters
  Score: Raw -2688308.608984 + Penalty 3376.713365 = -2684931.895619
  nChanged 254
		SP:Iteration 15Q (138505.380000 sec): 3 clusters
  Score: Raw -2688402.805416 + Penalty 3376.713365 = -2685026.092051
  nChanged 191
		SP:Iteration 16Q (138505.730000 sec): 3 clusters
  Score: Raw -2688460.402030 + Penalty 3376.713365 = -2685083.688665
  nChanged 172
		SP:Iteration 17Q (138506.080000 sec): 3 clusters
  Score: Raw -2688507.460390 + Penalty 3376.713365 = -2685130.747024
  nChanged 128
		SP:Iteration 18Q (138506.460000 sec): 3 clusters
  Score: Raw -2688535.650576 + Penalty 3376.713365 = -2685158.937211
  nChanged 100
		SP:Iteration 19Q (138506.810000 sec): 3 clusters
  Score: Raw -2688554.527674 + Penalty 3376.713365 = -2685177.814308
  nChanged 90
		SP:Iteration 20F (138507.130000 sec): 3 clusters
  Score: Raw -2688570.549472 + Penalty 3376.713365 = -2685193.836107
  nChanged 68
		SP:Iteration 21Q (138507.470000 sec): 3 clusters
  Score: Raw -2688581.709509 + Penalty 3376.713365 = -2685204.996143
  nChanged 56
		SP:Iteration 22Q (138507.850000 sec): 3 clusters
  Score: Raw -2688590.295869 + Penalty 3376.713365 = -2685213.582504
  nChanged 45
		SP:Iteration 23Q (138508.200000 sec): 3 clusters
  Score: Raw -2688598.852910 + Penalty 3376.713365 = -2685222.139545
  nChanged 48
		SP:Iteration 24Q (138508.580000 sec): 3 clusters
  Score: Raw -2688605.348640 + Penalty 3376.713365 = -2685228.635275
  nChanged 39
		SP:Iteration 25Q (138509.000000 sec): 3 clusters
  Score: Raw -2688610.807792 + Penalty 3376.713365 = -2685234.094427
  nChanged 37
		SP:Iteration 26Q (138509.390000 sec): 3 clusters
  Score: Raw -2688616.905303 + Penalty 3376.713365 = -2685240.191937
  nChanged 39
		SP:Iteration 27Q (138509.770000 sec): 3 clusters
  Score: Raw -2688622.045513 + Penalty 3376.713365 = -2685245.332148
  nChanged 26
		SP:Iteration 28Q (138510.130000 sec): 3 clusters
  Score: Raw -2688625.218402 + Penalty 3376.713365 = -2685248.505036
  nChanged 20
		SP:Iteration 29Q (138510.580000 sec): 3 clusters
  Score: Raw -2688627.743190 + Penalty 3376.713365 = -2685251.029825
  nChanged 19
		SP:Iteration 30Q (138510.900000 sec): 3 clusters
  Score: Raw -2688629.635681 + Penalty 3376.713365 = -2685252.922316
  nChanged 24
		SP:Iteration 31Q (138511.260000 sec): 3 clusters
  Score: Raw -2688632.137943 + Penalty 3376.713365 = -2685255.424578
  nChanged 14
		SP:Iteration 32Q (138511.610000 sec): 3 clusters
  Score: Raw -2688633.817600 + Penalty 3376.713365 = -2685257.104235
  nChanged 11
		SP:Iteration 33Q (138511.960000 sec): 3 clusters
  Score: Raw -2688635.338964 + Penalty 3376.713365 = -2685258.625599
  nChanged 13
		SP:Iteration 34Q (138512.360000 sec): 3 clusters
  Score: Raw -2688636.710332 + Penalty 3376.713365 = -2685259.996966
  nChanged 14
		SP:Iteration 35Q (138512.710000 sec): 3 clusters
  Score: Raw -2688638.293896 + Penalty 3376.713365 = -2685261.580531
  nChanged 10
		SP:Iteration 36Q (138513.060000 sec): 3 clusters
  Score: Raw -2688639.222938 + Penalty 3376.713365 = -2685262.509573
  nChanged 10
		SP:Iteration 37Q (138513.420000 sec): 3 clusters
  Score: Raw -2688640.397310 + Penalty 3376.713365 = -2685263.683945
  nChanged 7
		SP:Iteration 38Q (138513.800000 sec): 3 clusters
  Score: Raw -2688640.897375 + Penalty 3376.713365 = -2685264.184010
  nChanged 3
		SP:Iteration 39Q (138514.160000 sec): 3 clusters
  Score: Raw -2688641.085126 + Penalty 3376.713365 = -2685264.371761
  nChanged 2
		SP:Iteration 40F (138514.560000 sec): 3 clusters
  Score: Raw -2688641.294657 + Penalty 3376.713365 = -2685264.581292
  nChanged 1
		SP:Iteration 41Q (138514.930000 sec): 3 clusters
  Score: Raw -2688641.349308 + Penalty 3376.713365 = -2685264.635942
  nChanged 2
		SP:Iteration 42Q (138515.260000 sec): 3 clusters
  Score: Raw -2688641.470412 + Penalty 3376.713365 = -2685264.757046
  nChanged 3
		SP:Iteration 43Q (138515.620000 sec): 3 clusters
  Score: Raw -2688641.604013 + Penalty 3376.713365 = -2685264.890647
  nChanged 3
		SP:Iteration 44Q (138515.970000 sec): 3 clusters
  Score: Raw -2688641.753316 + Penalty 3376.713365 = -2685265.039950
  nChanged 2
		SP:Iteration 45Q (138516.370000 sec): 3 clusters
  Score: Raw -2688641.953602 + Penalty 3376.713365 = -2685265.240237
  nChanged 5
		SP:Iteration 46Q (138516.750000 sec): 3 clusters
  Score: Raw -2688642.337482 + Penalty 3376.713365 = -2685265.624117
  nChanged 3
		SP:Iteration 47Q (138517.140000 sec): 3 clusters
  Score: Raw -2688642.486290 + Penalty 3376.713365 = -2685265.772924
  nChanged 0
		SP:Iteration 48F (138517.520000 sec): 3 clusters
  Score: Raw -2688642.486290 + Penalty 3376.713365 = -2685265.772924
  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 10.71 GB.

 Trying to split cluster 27 (26869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138517.750000 sec): 2 clusters
  Score: Raw -2330419.237881 + Penalty 1657.293379 = -2328761.944502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138518.130000 sec): 3 clusters
  Score: Raw -2313989.657736 + Penalty 3314.586758 = -2310675.070978
  nChanged 12399
		SP:Iteration 1F (138518.480000 sec): 3 clusters
  Score: Raw -2320953.502706 + Penalty 3314.586758 = -2317638.915949
  nChanged 1562
		SP:Iteration 2F (138518.800000 sec): 3 clusters
  Score: Raw -2321824.958063 + Penalty 3314.586758 = -2318510.371305
  nChanged 1828
		SP:Iteration 3F (138519.130000 sec): 3 clusters
  Score: Raw -2323048.236431 + Penalty 3314.586758 = -2319733.649674
  nChanged 2031
		SP:Iteration 4F (138519.450000 sec): 3 clusters
  Score: Raw -2324494.205462 + Penalty 3314.586758 = -2321179.618705
  nChanged 1995
		SP:Iteration 5F (138519.740000 sec): 3 clusters
  Score: Raw -2325900.838540 + Penalty 3314.586758 = -2322586.251783
  nChanged 1703
		SP:Iteration 6F (138520.050000 sec): 3 clusters
  Score: Raw -2326957.638456 + Penalty 3314.586758 = -2323643.051699
  nChanged 1373
		SP:Iteration 7F (138520.350000 sec): 3 clusters
  Score: Raw -2327611.669740 + Penalty 3314.586758 = -2324297.082983
  nChanged 1001
		SP:Iteration 8Q (138520.700000 sec): 3 clusters
  Score: Raw -2327953.668347 + Penalty 3314.586758 = -2324639.081590
  nChanged 679
		SP:Iteration 9Q (138521.050000 sec): 3 clusters
  Score: Raw -2328122.846248 + Penalty 3314.586758 = -2324808.259490
  nChanged 451
		SP:Iteration 10Q (138521.380000 sec): 3 clusters
  Score: Raw -2328223.496827 + Penalty 3314.586758 = -2324908.910069
  nChanged 326
		SP:Iteration 11Q (138521.740000 sec): 3 clusters
  Score: Raw -2328281.756899 + Penalty 3314.586758 = -2324967.170142
  nChanged 256
		SP:Iteration 12Q (138522.070000 sec): 3 clusters
  Score: Raw -2328323.622621 + Penalty 3314.586758 = -2325009.035864
  nChanged 217
		SP:Iteration 13Q (138522.410000 sec): 3 clusters
  Score: Raw -2328356.688166 + Penalty 3314.586758 = -2325042.101408
  nChanged 193
		SP:Iteration 14Q (138522.750000 sec): 3 clusters
  Score: Raw -2328385.788085 + Penalty 3314.586758 = -2325071.201327
  nChanged 190
		SP:Iteration 15Q (138523.120000 sec): 3 clusters
  Score: Raw -2328415.708836 + Penalty 3314.586758 = -2325101.122079
  nChanged 194
		SP:Iteration 16Q (138523.460000 sec): 3 clusters
  Score: Raw -2328445.843562 + Penalty 3314.586758 = -2325131.256804
  nChanged 186
		SP:Iteration 17Q (138523.770000 sec): 3 clusters
  Score: Raw -2328472.581079 + Penalty 3314.586758 = -2325157.994321
  nChanged 205
		SP:Iteration 18Q (138524.080000 sec): 3 clusters
  Score: Raw -2328505.629544 + Penalty 3314.586758 = -2325191.042786
  nChanged 237
		SP:Iteration 19Q (138524.410000 sec): 3 clusters
  Score: Raw -2328546.350447 + Penalty 3314.586758 = -2325231.763689
  nChanged 250
		SP:Iteration 20F (138524.720000 sec): 3 clusters
  Score: Raw -2328587.026020 + Penalty 3314.586758 = -2325272.439262
  nChanged 259
		SP:Iteration 21Q (138525.070000 sec): 3 clusters
  Score: Raw -2328626.853729 + Penalty 3314.586758 = -2325312.266971
  nChanged 269
		SP:Iteration 22Q (138525.410000 sec): 3 clusters
  Score: Raw -2328670.500985 + Penalty 3314.586758 = -2325355.914227
  nChanged 276
		SP:Iteration 23Q (138525.760000 sec): 3 clusters
  Score: Raw -2328718.264705 + Penalty 3314.586758 = -2325403.677948
  nChanged 280
		SP:Iteration 24Q (138526.160000 sec): 3 clusters
  Score: Raw -2328762.554147 + Penalty 3314.586758 = -2325447.967389
  nChanged 282
		SP:Iteration 25Q (138526.520000 sec): 3 clusters
  Score: Raw -2328806.127725 + Penalty 3314.586758 = -2325491.540968
  nChanged 293
		SP:Iteration 26Q (138526.910000 sec): 3 clusters
  Score: Raw -2328855.433131 + Penalty 3314.586758 = -2325540.846374
  nChanged 317
		SP:Iteration 27Q (138527.270000 sec): 3 clusters
  Score: Raw -2328911.588714 + Penalty 3314.586758 = -2325597.001957
  nChanged 343
		SP:Iteration 28Q (138527.600000 sec): 3 clusters
  Score: Raw -2328973.886784 + Penalty 3314.586758 = -2325659.300026
  nChanged 350
		SP:Iteration 29Q (138528.000000 sec): 3 clusters
  Score: Raw -2329043.738510 + Penalty 3314.586758 = -2325729.151753
  nChanged 380
		SP:Iteration 30Q (138528.330000 sec): 3 clusters
  Score: Raw -2329116.616159 + Penalty 3314.586758 = -2325802.029401
  nChanged 372
		SP:Iteration 31Q (138528.680000 sec): 3 clusters
  Score: Raw -2329193.929804 + Penalty 3314.586758 = -2325879.343047
  nChanged 372
		SP:Iteration 32Q (138529.010000 sec): 3 clusters
  Score: Raw -2329268.275277 + Penalty 3314.586758 = -2325953.688520
  nChanged 387
		SP:Iteration 33Q (138529.320000 sec): 3 clusters
  Score: Raw -2329349.924150 + Penalty 3314.586758 = -2326035.337393
  nChanged 420
		SP:Iteration 34Q (138529.660000 sec): 3 clusters
  Score: Raw -2329447.426364 + Penalty 3314.586758 = -2326132.839606
  nChanged 443
		SP:Iteration 35Q (138529.970000 sec): 3 clusters
  Score: Raw -2329548.374819 + Penalty 3314.586758 = -2326233.788062
  nChanged 425
		SP:Iteration 36Q (138530.280000 sec): 3 clusters
  Score: Raw -2329644.603668 + Penalty 3314.586758 = -2326330.016911
  nChanged 424
		SP:Iteration 37Q (138530.580000 sec): 3 clusters
  Score: Raw -2329747.141262 + Penalty 3314.586758 = -2326432.554504
  nChanged 473
		SP:Iteration 38Q (138530.940000 sec): 3 clusters
  Score: Raw -2329871.020668 + Penalty 3314.586758 = -2326556.433911
  nChanged 458
		SP:Iteration 39Q (138531.300000 sec): 3 clusters
  Score: Raw -2329980.721573 + Penalty 3314.586758 = -2326666.134815
  nChanged 411
		SP:Iteration 40F (138531.620000 sec): 3 clusters
  Score: Raw -2330085.328035 + Penalty 3314.586758 = -2326770.741278
  nChanged 401
		SP:Iteration 41Q (138531.960000 sec): 3 clusters
  Score: Raw -2330186.685519 + Penalty 3314.586758 = -2326872.098761
  nChanged 397
		SP:Iteration 42Q (138532.300000 sec): 3 clusters
  Score: Raw -2330288.206055 + Penalty 3314.586758 = -2326973.619298
  nChanged 387
		SP:Iteration 43Q (138532.680000 sec): 3 clusters
  Score: Raw -2330395.996004 + Penalty 3314.586758 = -2327081.409246
  nChanged 367
		SP:Iteration 44Q (138533.020000 sec): 3 clusters
  Score: Raw -2330500.805629 + Penalty 3314.586758 = -2327186.218871
  nChanged 336
		SP:Iteration 45Q (138533.370000 sec): 3 clusters
  Score: Raw -2330602.898803 + Penalty 3314.586758 = -2327288.312046
  nChanged 298
		SP:Iteration 46Q (138533.740000 sec): 3 clusters
  Score: Raw -2330693.369105 + Penalty 3314.586758 = -2327378.782348
  nChanged 290
		SP:Iteration 47Q (138534.130000 sec): 3 clusters
  Score: Raw -2330778.432769 + Penalty 3314.586758 = -2327463.846011
  nChanged 283
		SP:Iteration 48Q (138534.430000 sec): 3 clusters
  Score: Raw -2330867.914759 + Penalty 3314.586758 = -2327553.328001
  nChanged 250
		SP:Iteration 49Q (138534.760000 sec): 3 clusters
  Score: Raw -2330952.704860 + Penalty 3314.586758 = -2327638.118102
  nChanged 242
		SP:Iteration 50Q (138535.080000 sec): 3 clusters
  Score: Raw -2331025.009932 + Penalty 3314.586758 = -2327710.423174
  nChanged 207
		SP:Iteration 51Q (138535.410000 sec): 3 clusters
  Score: Raw -2331077.923428 + Penalty 3314.586758 = -2327763.336670
  nChanged 190
		SP:Iteration 52Q (138535.750000 sec): 3 clusters
  Score: Raw -2331124.776324 + Penalty 3314.586758 = -2327810.189566
  nChanged 163
		SP:Iteration 53Q (138536.130000 sec): 3 clusters
  Score: Raw -2331162.209223 + Penalty 3314.586758 = -2327847.622466
  nChanged 128
		SP:Iteration 54Q (138536.440000 sec): 3 clusters
  Score: Raw -2331187.679961 + Penalty 3314.586758 = -2327873.093203
  nChanged 95
		SP:Iteration 55Q (138536.790000 sec): 3 clusters
  Score: Raw -2331205.130103 + Penalty 3314.586758 = -2327890.543345
  nChanged 94
		SP:Iteration 56Q (138537.120000 sec): 3 clusters
  Score: Raw -2331220.892782 + Penalty 3314.586758 = -2327906.306024
  nChanged 79
		SP:Iteration 57Q (138537.500000 sec): 3 clusters
  Score: Raw -2331234.853221 + Penalty 3314.586758 = -2327920.266463
  nChanged 85
		SP:Iteration 58Q (138537.810000 sec): 3 clusters
  Score: Raw -2331249.453694 + Penalty 3314.586758 = -2327934.866936
  nChanged 71
		SP:Iteration 59Q (138538.150000 sec): 3 clusters
  Score: Raw -2331260.483708 + Penalty 3314.586758 = -2327945.896951
  nChanged 57
		SP:Iteration 60F (138538.440000 sec): 3 clusters
  Score: Raw -2331268.712357 + Penalty 3314.586758 = -2327954.125600
  nChanged 52
		SP:Iteration 61Q (138538.780000 sec): 3 clusters
  Score: Raw -2331277.071707 + Penalty 3314.586758 = -2327962.484950
  nChanged 52
		SP:Iteration 62Q (138539.120000 sec): 3 clusters
  Score: Raw -2331286.518612 + Penalty 3314.586758 = -2327971.931854
  nChanged 50
		SP:Iteration 63Q (138539.440000 sec): 3 clusters
  Score: Raw -2331293.590626 + Penalty 3314.586758 = -2327979.003868
  nChanged 37
		SP:Iteration 64Q (138539.790000 sec): 3 clusters
  Score: Raw -2331298.304378 + Penalty 3314.586758 = -2327983.717620
  nChanged 30
		SP:Iteration 65Q (138540.110000 sec): 3 clusters
  Score: Raw -2331303.153183 + Penalty 3314.586758 = -2327988.566426
  nChanged 37
		SP:Iteration 66Q (138540.420000 sec): 3 clusters
  Score: Raw -2331308.811659 + Penalty 3314.586758 = -2327994.224902
  nChanged 33
		SP:Iteration 67Q (138540.770000 sec): 3 clusters
  Score: Raw -2331313.545690 + Penalty 3314.586758 = -2327998.958932
  nChanged 33
		SP:Iteration 68Q (138541.090000 sec): 3 clusters
  Score: Raw -2331317.587567 + Penalty 3314.586758 = -2328003.000810
  nChanged 22
		SP:Iteration 69Q (138541.440000 sec): 3 clusters
  Score: Raw -2331320.703817 + Penalty 3314.586758 = -2328006.117060
  nChanged 31
		SP:Iteration 70Q (138541.790000 sec): 3 clusters
  Score: Raw -2331325.090144 + Penalty 3314.586758 = -2328010.503386
  nChanged 26
		SP:Iteration 71Q (138542.130000 sec): 3 clusters
  Score: Raw -2331329.319129 + Penalty 3314.586758 = -2328014.732372
  nChanged 31
		SP:Iteration 72Q (138542.470000 sec): 3 clusters
  Score: Raw -2331333.186145 + Penalty 3314.586758 = -2328018.599387
  nChanged 33
		SP:Iteration 73Q (138542.800000 sec): 3 clusters
  Score: Raw -2331337.565222 + Penalty 3314.586758 = -2328022.978464
  nChanged 25
		SP:Iteration 74Q (138543.120000 sec): 3 clusters
  Score: Raw -2331340.672566 + Penalty 3314.586758 = -2328026.085808
  nChanged 27
		SP:Iteration 75Q (138543.460000 sec): 3 clusters
  Score: Raw -2331343.986222 + Penalty 3314.586758 = -2328029.399465
  nChanged 23
		SP:Iteration 76Q (138543.810000 sec): 3 clusters
  Score: Raw -2331347.344509 + Penalty 3314.586758 = -2328032.757751
  nChanged 21
		SP:Iteration 77Q (138544.110000 sec): 3 clusters
  Score: Raw -2331350.230544 + Penalty 3314.586758 = -2328035.643786
  nChanged 18
		SP:Iteration 78Q (138544.420000 sec): 3 clusters
  Score: Raw -2331352.321353 + Penalty 3314.586758 = -2328037.734595
  nChanged 7
		SP:Iteration 79Q (138544.720000 sec): 3 clusters
  Score: Raw -2331352.947744 + Penalty 3314.586758 = -2328038.360987
  nChanged 5
		SP:Iteration 80F (138545.040000 sec): 3 clusters
  Score: Raw -2331353.425990 + Penalty 3314.586758 = -2328038.839232
  nChanged 5
		SP:Iteration 81Q (138545.360000 sec): 3 clusters
  Score: Raw -2331353.891289 + Penalty 3314.586758 = -2328039.304532
  nChanged 2
		SP:Iteration 82Q (138545.660000 sec): 3 clusters
  Score: Raw -2331354.106622 + Penalty 3314.586758 = -2328039.519864
  nChanged 4
		SP:Iteration 83Q (138545.980000 sec): 3 clusters
  Score: Raw -2331354.627054 + Penalty 3314.586758 = -2328040.040297
  nChanged 5
		SP:Iteration 84Q (138546.290000 sec): 3 clusters
  Score: Raw -2331355.088458 + Penalty 3314.586758 = -2328040.501701
  nChanged 2
		SP:Iteration 85Q (138546.580000 sec): 3 clusters
  Score: Raw -2331355.276919 + Penalty 3314.586758 = -2328040.690161
  nChanged 1
		SP:Iteration 86Q (138546.860000 sec): 3 clusters
  Score: Raw -2331355.350172 + Penalty 3314.586758 = -2328040.763414
  nChanged 2
		SP:Iteration 87Q (138547.150000 sec): 3 clusters
  Score: Raw -2331355.480736 + Penalty 3314.586758 = -2328040.893979
  nChanged 5
		SP:Iteration 88Q (138547.570000 sec): 3 clusters
  Score: Raw -2331355.863977 + Penalty 3314.586758 = -2328041.277220
  nChanged 2
		SP:Iteration 89Q (138547.890000 sec): 3 clusters
  Score: Raw -2331356.030201 + Penalty 3314.586758 = -2328041.443444
  nChanged 1
		SP:Iteration 90Q (138548.200000 sec): 3 clusters
  Score: Raw -2331356.085425 + Penalty 3314.586758 = -2328041.498668
  nChanged 0
		SP:Iteration 91F (138548.520000 sec): 3 clusters
  Score: Raw -2331356.085425 + Penalty 3314.586758 = -2328041.498668
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 28 (56915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138548.890000 sec): 2 clusters
  Score: Raw -4596969.281827 + Penalty 1779.263558 = -4595190.018268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138549.430000 sec): 3 clusters
  Score: Raw -4560669.804457 + Penalty 3558.527117 = -4557111.277340
  nChanged 26884
		SP:Iteration 1F (138549.930000 sec): 3 clusters
  Score: Raw -4577296.980740 + Penalty 3558.527117 = -4573738.453623
  nChanged 3450
		SP:Iteration 2F (138550.420000 sec): 3 clusters
  Score: Raw -4579249.596231 + Penalty 3558.527117 = -4575691.069114
  nChanged 3946
		SP:Iteration 3F (138550.880000 sec): 3 clusters
  Score: Raw -4581895.533403 + Penalty 3558.527117 = -4578337.006286
  nChanged 4058
		SP:Iteration 4F (138551.350000 sec): 3 clusters
  Score: Raw -4584984.775320 + Penalty 3558.527117 = -4581426.248203
  nChanged 3743
		SP:Iteration 5F (138551.860000 sec): 3 clusters
  Score: Raw -4587950.785934 + Penalty 3558.527117 = -4584392.258817
  nChanged 3158
		SP:Iteration 6F (138552.370000 sec): 3 clusters
  Score: Raw -4590343.708409 + Penalty 3558.527117 = -4586785.181292
  nChanged 2406
		SP:Iteration 7Q (138552.910000 sec): 3 clusters
  Score: Raw -4592002.683145 + Penalty 3558.527117 = -4588444.156028
  nChanged 1896
		SP:Iteration 8Q (138553.460000 sec): 3 clusters
  Score: Raw -4593079.670611 + Penalty 3558.527117 = -4589521.143494
  nChanged 1475
		SP:Iteration 9Q (138553.960000 sec): 3 clusters
  Score: Raw -4593760.499745 + Penalty 3558.527117 = -4590201.972628
  nChanged 1084
		SP:Iteration 10Q (138554.480000 sec): 3 clusters
  Score: Raw -4594187.260415 + Penalty 3558.527117 = -4590628.733298
  nChanged 808
		SP:Iteration 11Q (138555.030000 sec): 3 clusters
  Score: Raw -4594475.073568 + Penalty 3558.527117 = -4590916.546451
  nChanged 685
		SP:Iteration 12Q (138555.540000 sec): 3 clusters
  Score: Raw -4594698.082984 + Penalty 3558.527117 = -4591139.555867
  nChanged 612
		SP:Iteration 13Q (138556.090000 sec): 3 clusters
  Score: Raw -4594898.230737 + Penalty 3558.527117 = -4591339.703620
  nChanged 624
		SP:Iteration 14Q (138556.610000 sec): 3 clusters
  Score: Raw -4595114.743628 + Penalty 3558.527117 = -4591556.216511
  nChanged 616
		SP:Iteration 15Q (138557.170000 sec): 3 clusters
  Score: Raw -4595329.945766 + Penalty 3558.527117 = -4591771.418649
  nChanged 601
		SP:Iteration 16Q (138557.680000 sec): 3 clusters
  Score: Raw -4595543.742020 + Penalty 3558.527117 = -4591985.214903
  nChanged 561
		SP:Iteration 17Q (138558.240000 sec): 3 clusters
  Score: Raw -4595748.969887 + Penalty 3558.527117 = -4592190.442770
  nChanged 559
		SP:Iteration 18Q (138558.770000 sec): 3 clusters
  Score: Raw -4595953.877907 + Penalty 3558.527117 = -4592395.350790
  nChanged 505
		SP:Iteration 19Q (138559.290000 sec): 3 clusters
  Score: Raw -4596141.149216 + Penalty 3558.527117 = -4592582.622099
  nChanged 449
		SP:Iteration 20F (138559.770000 sec): 3 clusters
  Score: Raw -4596290.454743 + Penalty 3558.527117 = -4592731.927626
  nChanged 377
		SP:Iteration 21Q (138560.310000 sec): 3 clusters
  Score: Raw -4596414.691112 + Penalty 3558.527117 = -4592856.163996
  nChanged 350
		SP:Iteration 22Q (138560.880000 sec): 3 clusters
  Score: Raw -4596543.942316 + Penalty 3558.527117 = -4592985.415199
  nChanged 303
		SP:Iteration 23Q (138561.440000 sec): 3 clusters
  Score: Raw -4596653.814931 + Penalty 3558.527117 = -4593095.287814
  nChanged 284
		SP:Iteration 24Q (138562.000000 sec): 3 clusters
  Score: Raw -4596757.330192 + Penalty 3558.527117 = -4593198.803075
  nChanged 259
		SP:Iteration 25Q (138562.520000 sec): 3 clusters
  Score: Raw -4596864.854059 + Penalty 3558.527117 = -4593306.326942
  nChanged 259
		SP:Iteration 26Q (138563.040000 sec): 3 clusters
  Score: Raw -4596993.211810 + Penalty 3558.527117 = -4593434.684693
  nChanged 247
		SP:Iteration 27Q (138563.570000 sec): 3 clusters
  Score: Raw -4597102.026752 + Penalty 3558.527117 = -4593543.499635
  nChanged 211
		SP:Iteration 28Q (138564.090000 sec): 3 clusters
  Score: Raw -4597199.073849 + Penalty 3558.527117 = -4593640.546732
  nChanged 195
		SP:Iteration 29Q (138564.650000 sec): 3 clusters
  Score: Raw -4597281.016266 + Penalty 3558.527117 = -4593722.489149
  nChanged 184
		SP:Iteration 30Q (138565.160000 sec): 3 clusters
  Score: Raw -4597371.799187 + Penalty 3558.527117 = -4593813.272070
  nChanged 198
		SP:Iteration 31Q (138565.670000 sec): 3 clusters
  Score: Raw -4597475.464324 + Penalty 3558.527117 = -4593916.937207
  nChanged 188
		SP:Iteration 32Q (138566.200000 sec): 3 clusters
  Score: Raw -4597563.290620 + Penalty 3558.527117 = -4594004.763503
  nChanged 162
		SP:Iteration 33Q (138566.680000 sec): 3 clusters
  Score: Raw -4597641.688570 + Penalty 3558.527117 = -4594083.161454
  nChanged 158
		SP:Iteration 34Q (138567.240000 sec): 3 clusters
  Score: Raw -4597723.038324 + Penalty 3558.527117 = -4594164.511207
  nChanged 151
		SP:Iteration 35Q (138567.800000 sec): 3 clusters
  Score: Raw -4597783.115506 + Penalty 3558.527117 = -4594224.588389
  nChanged 130
		SP:Iteration 36Q (138568.360000 sec): 3 clusters
  Score: Raw -4597833.917791 + Penalty 3558.527117 = -4594275.390674
  nChanged 110
		SP:Iteration 37Q (138568.930000 sec): 3 clusters
  Score: Raw -4597878.298860 + Penalty 3558.527117 = -4594319.771743
  nChanged 99
		SP:Iteration 38Q (138569.460000 sec): 3 clusters
  Score: Raw -4597911.786212 + Penalty 3558.527117 = -4594353.259095
  nChanged 72
		SP:Iteration 39Q (138570.020000 sec): 3 clusters
  Score: Raw -4597937.487702 + Penalty 3558.527117 = -4594378.960585
  nChanged 65
		SP:Iteration 40F (138570.550000 sec): 3 clusters
  Score: Raw -4597956.595594 + Penalty 3558.527117 = -4594398.068477
  nChanged 53
		SP:Iteration 41Q (138571.080000 sec): 3 clusters
  Score: Raw -4597971.077044 + Penalty 3558.527117 = -4594412.549928
  nChanged 50
		SP:Iteration 42Q (138571.640000 sec): 3 clusters
  Score: Raw -4597983.999958 + Penalty 3558.527117 = -4594425.472841
  nChanged 40
		SP:Iteration 43Q (138572.170000 sec): 3 clusters
  Score: Raw -4597995.989529 + Penalty 3558.527117 = -4594437.462412
  nChanged 50
		SP:Iteration 44Q (138572.700000 sec): 3 clusters
  Score: Raw -4598011.660114 + Penalty 3558.527117 = -4594453.132997
  nChanged 41
		SP:Iteration 45Q (138573.220000 sec): 3 clusters
  Score: Raw -4598020.754317 + Penalty 3558.527117 = -4594462.227200
  nChanged 29
		SP:Iteration 46Q (138573.750000 sec): 3 clusters
  Score: Raw -4598027.052631 + Penalty 3558.527117 = -4594468.525514
  nChanged 35
		SP:Iteration 47Q (138574.310000 sec): 3 clusters
  Score: Raw -4598035.912821 + Penalty 3558.527117 = -4594477.385704
  nChanged 35
		SP:Iteration 48Q (138574.830000 sec): 3 clusters
  Score: Raw -4598045.256074 + Penalty 3558.527117 = -4594486.728957
  nChanged 32
		SP:Iteration 49Q (138575.340000 sec): 3 clusters
  Score: Raw -4598053.182199 + Penalty 3558.527117 = -4594494.655082
  nChanged 28
		SP:Iteration 50Q (138575.910000 sec): 3 clusters
  Score: Raw -4598060.263836 + Penalty 3558.527117 = -4594501.736719
  nChanged 29
		SP:Iteration 51Q (138576.430000 sec): 3 clusters
  Score: Raw -4598064.500391 + Penalty 3558.527117 = -4594505.973274
  nChanged 20
		SP:Iteration 52Q (138576.940000 sec): 3 clusters
  Score: Raw -4598068.344429 + Penalty 3558.527117 = -4594509.817313
  nChanged 15
		SP:Iteration 53Q (138577.470000 sec): 3 clusters
  Score: Raw -4598071.317367 + Penalty 3558.527117 = -4594512.790250
  nChanged 14
		SP:Iteration 54Q (138577.950000 sec): 3 clusters
  Score: Raw -4598073.430397 + Penalty 3558.527117 = -4594514.903280
  nChanged 10
		SP:Iteration 55Q (138578.420000 sec): 3 clusters
  Score: Raw -4598075.294705 + Penalty 3558.527117 = -4594516.767588
  nChanged 12
		SP:Iteration 56Q (138578.900000 sec): 3 clusters
  Score: Raw -4598077.487929 + Penalty 3558.527117 = -4594518.960812
  nChanged 8
		SP:Iteration 57Q (138579.470000 sec): 3 clusters
  Score: Raw -4598079.227841 + Penalty 3558.527117 = -4594520.700724
  nChanged 10
		SP:Iteration 58Q (138579.990000 sec): 3 clusters
  Score: Raw -4598082.126059 + Penalty 3558.527117 = -4594523.598942
  nChanged 12
		SP:Iteration 59Q (138580.520000 sec): 3 clusters
  Score: Raw -4598083.632624 + Penalty 3558.527117 = -4594525.105507
  nChanged 8
		SP:Iteration 60F (138581.010000 sec): 3 clusters
  Score: Raw -4598084.439978 + Penalty 3558.527117 = -4594525.912861
  nChanged 2
		SP:Iteration 61Q (138581.540000 sec): 3 clusters
  Score: Raw -4598084.712985 + Penalty 3558.527117 = -4594526.185868
  nChanged 2
		SP:Iteration 62Q (138582.030000 sec): 3 clusters
  Score: Raw -4598085.276009 + Penalty 3558.527117 = -4594526.748892
  nChanged 2
		SP:Iteration 63Q (138582.560000 sec): 3 clusters
  Score: Raw -4598085.505023 + Penalty 3558.527117 = -4594526.977906
  nChanged 0
		SP:Iteration 64F (138583.040000 sec): 3 clusters
  Score: Raw -4598085.505023 + Penalty 3558.527117 = -4594526.977906
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 29 (2851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138583.130000 sec): 2 clusters
  Score: Raw -223273.018946 + Penalty 1292.756577 = -221980.262369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138583.290000 sec): 3 clusters
  Score: Raw -222002.218982 + Penalty 2585.513154 = -219416.705828
  nChanged 1087
		SP:Iteration 1F (138583.450000 sec): 3 clusters
  Score: Raw -223014.570214 + Penalty 2585.513154 = -220429.057060
  nChanged 333
		SP:Iteration 2F (138583.610000 sec): 3 clusters
  Score: Raw -223655.241740 + Penalty 2585.513154 = -221069.728586
  nChanged 299
		SP:Iteration 3F (138583.770000 sec): 3 clusters
  Score: Raw -224557.099424 + Penalty 2585.513154 = -221971.586270
  nChanged 237
		SP:Iteration 4F (138583.930000 sec): 3 clusters
  Score: Raw -225498.042191 + Penalty 2585.513154 = -222912.529037
  nChanged 206
		SP:Iteration 5F (138584.090000 sec): 3 clusters
  Score: Raw -226099.723887 + Penalty 2585.513154 = -223514.210734
  nChanged 187
		SP:Iteration 6F (138584.250000 sec): 3 clusters
  Score: Raw -226893.754968 + Penalty 2585.513154 = -224308.241814
  nChanged 136
		SP:Iteration 7Q (138584.410000 sec): 3 clusters
  Score: Raw -227211.411028 + Penalty 2585.513154 = -224625.897874
  nChanged 66
		SP:Iteration 8Q (138584.570000 sec): 3 clusters
  Score: Raw -227321.631882 + Penalty 2585.513154 = -224736.118728
  nChanged 49
		SP:Iteration 9Q (138584.730000 sec): 3 clusters
  Score: Raw -227381.276924 + Penalty 2585.513154 = -224795.763770
  nChanged 43
		SP:Iteration 10Q (138584.880000 sec): 3 clusters
  Score: Raw -227450.273723 + Penalty 2585.513154 = -224864.760569
  nChanged 48
		SP:Iteration 11Q (138585.020000 sec): 3 clusters
  Score: Raw -227538.838236 + Penalty 2585.513154 = -224953.325082
  nChanged 55
		SP:Iteration 12Q (138585.170000 sec): 3 clusters
  Score: Raw -227743.986696 + Penalty 2585.513154 = -225158.473542
  nChanged 68
		SP:Iteration 13Q (138585.310000 sec): 3 clusters
  Score: Raw -228162.115449 + Penalty 2585.513154 = -225576.602296
  nChanged 23
		SP:Iteration 14Q (138585.460000 sec): 3 clusters
  Score: Raw -228195.264967 + Penalty 2585.513154 = -225609.751814
  nChanged 19
		SP:Iteration 15Q (138585.600000 sec): 3 clusters
  Score: Raw -228213.883168 + Penalty 2585.513154 = -225628.370014
  nChanged 10
		SP:Iteration 16Q (138585.750000 sec): 3 clusters
  Score: Raw -228219.261367 + Penalty 2585.513154 = -225633.748213
  nChanged 6
		SP:Iteration 17Q (138585.890000 sec): 3 clusters
  Score: Raw -228223.508365 + Penalty 2585.513154 = -225637.995211
  nChanged 7
		SP:Iteration 18Q (138586.050000 sec): 3 clusters
  Score: Raw -228227.437260 + Penalty 2585.513154 = -225641.924106
  nChanged 3
		SP:Iteration 19Q (138586.220000 sec): 3 clusters
  Score: Raw -228229.272732 + Penalty 2585.513154 = -225643.759578
  nChanged 1
		SP:Iteration 20F (138586.400000 sec): 3 clusters
  Score: Raw -228230.413782 + Penalty 2585.513154 = -225644.900629
  nChanged 1
		SP:Iteration 21Q (138586.570000 sec): 3 clusters
  Score: Raw -228231.617713 + Penalty 2585.513154 = -225646.104559
  nChanged 3
		SP:Iteration 22Q (138586.750000 sec): 3 clusters
  Score: Raw -228234.796969 + Penalty 2585.513154 = -225649.283815
  nChanged 2
		SP:Iteration 23Q (138586.920000 sec): 3 clusters
  Score: Raw -228235.661098 + Penalty 2585.513154 = -225650.147944
  nChanged 0
		SP:Iteration 24F (138587.100000 sec): 3 clusters
  Score: Raw -228235.661098 + Penalty 2585.513154 = -225650.147944
  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 10.71 GB.

 Trying to split cluster 30 (8655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138587.230000 sec): 2 clusters
  Score: Raw -609231.033858 + Penalty 1473.207526 = -607757.826332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138587.460000 sec): 3 clusters
  Score: Raw -604696.400931 + Penalty 2946.415052 = -601749.985879
  nChanged 3721
		SP:Iteration 1F (138587.630000 sec): 3 clusters
  Score: Raw -609412.899103 + Penalty 2946.415052 = -606466.484051
  nChanged 1265
		SP:Iteration 2F (138587.810000 sec): 3 clusters
  Score: Raw -611453.175118 + Penalty 2946.415052 = -608506.760066
  nChanged 829
		SP:Iteration 3F (138587.990000 sec): 3 clusters
  Score: Raw -612360.276094 + Penalty 2946.415052 = -609413.861042
  nChanged 460
		SP:Iteration 4F (138588.170000 sec): 3 clusters
  Score: Raw -612681.875326 + Penalty 2946.415052 = -609735.460274
  nChanged 242
		SP:Iteration 5Q (138588.350000 sec): 3 clusters
  Score: Raw -612810.724305 + Penalty 2946.415052 = -609864.309253
  nChanged 142
		SP:Iteration 6Q (138588.530000 sec): 3 clusters
  Score: Raw -612880.185227 + Penalty 2946.415052 = -609933.770175
  nChanged 113
		SP:Iteration 7Q (138588.710000 sec): 3 clusters
  Score: Raw -612943.792253 + Penalty 2946.415052 = -609997.377201
  nChanged 93
		SP:Iteration 8Q (138588.890000 sec): 3 clusters
  Score: Raw -612998.813829 + Penalty 2946.415052 = -610052.398777
  nChanged 87
		SP:Iteration 9Q (138589.070000 sec): 3 clusters
  Score: Raw -613042.539774 + Penalty 2946.415052 = -610096.124722
  nChanged 91
		SP:Iteration 10Q (138589.250000 sec): 3 clusters
  Score: Raw -613087.953231 + Penalty 2946.415052 = -610141.538179
  nChanged 83
		SP:Iteration 11Q (138589.510000 sec): 3 clusters
  Score: Raw -613133.963113 + Penalty 2946.415052 = -610187.548061
  nChanged 82
		SP:Iteration 12Q (138589.690000 sec): 3 clusters
  Score: Raw -613187.002078 + Penalty 2946.415052 = -610240.587026
  nChanged 100
		SP:Iteration 13Q (138589.880000 sec): 3 clusters
  Score: Raw -613281.995952 + Penalty 2946.415052 = -610335.580900
  nChanged 124
		SP:Iteration 14Q (138590.070000 sec): 3 clusters
  Score: Raw -613418.219955 + Penalty 2946.415052 = -610471.804903
  nChanged 107
		SP:Iteration 15Q (138590.240000 sec): 3 clusters
  Score: Raw -613523.373672 + Penalty 2946.415052 = -610576.958620
  nChanged 117
		SP:Iteration 16Q (138590.430000 sec): 3 clusters
  Score: Raw -613599.960404 + Penalty 2946.415052 = -610653.545352
  nChanged 77
		SP:Iteration 17Q (138590.610000 sec): 3 clusters
  Score: Raw -613638.417160 + Penalty 2946.415052 = -610692.002108
  nChanged 51
		SP:Iteration 18Q (138590.780000 sec): 3 clusters
  Score: Raw -613657.052236 + Penalty 2946.415052 = -610710.637184
  nChanged 34
		SP:Iteration 19Q (138590.950000 sec): 3 clusters
  Score: Raw -613665.741293 + Penalty 2946.415052 = -610719.326241
  nChanged 29
		SP:Iteration 20F (138591.130000 sec): 3 clusters
  Score: Raw -613676.293786 + Penalty 2946.415052 = -610729.878734
  nChanged 29
		SP:Iteration 21Q (138591.300000 sec): 3 clusters
  Score: Raw -613688.045345 + Penalty 2946.415052 = -610741.630293
  nChanged 27
		SP:Iteration 22Q (138591.510000 sec): 3 clusters
  Score: Raw -613694.040596 + Penalty 2946.415052 = -610747.625544
  nChanged 16
		SP:Iteration 23Q (138591.690000 sec): 3 clusters
  Score: Raw -613697.880927 + Penalty 2946.415052 = -610751.465875
  nChanged 12
		SP:Iteration 24Q (138591.860000 sec): 3 clusters
  Score: Raw -613699.161272 + Penalty 2946.415052 = -610752.746220
  nChanged 4
		SP:Iteration 25Q (138592.040000 sec): 3 clusters
  Score: Raw -613699.777356 + Penalty 2946.415052 = -610753.362304
  nChanged 2
		SP:Iteration 26Q (138592.220000 sec): 3 clusters
  Score: Raw -613699.900700 + Penalty 2946.415052 = -610753.485648
  nChanged 0
		SP:Iteration 27F (138592.420000 sec): 3 clusters
  Score: Raw -613699.900700 + Penalty 2946.415052 = -610753.485648
  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 10.71 GB.

 Trying to split cluster 31 (70177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138592.900000 sec): 2 clusters
  Score: Raw -6225076.231001 + Penalty 1813.301084 = -6223262.929917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138593.470000 sec): 3 clusters
  Score: Raw -6180128.804449 + Penalty 3626.602168 = -6176502.202281
  nChanged 33336
		SP:Iteration 1F (138594.060000 sec): 3 clusters
  Score: Raw -6199277.463673 + Penalty 3626.602168 = -6195650.861505
  nChanged 2583
		SP:Iteration 2Q (138594.770000 sec): 3 clusters
  Score: Raw -6199981.712512 + Penalty 3626.602168 = -6196355.110344
  nChanged 2618
		SP:Iteration 3Q (138595.430000 sec): 3 clusters
  Score: Raw -6200753.185626 + Penalty 3626.602168 = -6197126.583458
  nChanged 2682
		SP:Iteration 4Q (138596.130000 sec): 3 clusters
  Score: Raw -6201643.640214 + Penalty 3626.602168 = -6198017.038047
  nChanged 2856
		SP:Iteration 5Q (138596.810000 sec): 3 clusters
  Score: Raw -6202780.921928 + Penalty 3626.602168 = -6199154.319760
  nChanged 3234
		SP:Iteration 6Q (138597.480000 sec): 3 clusters
  Score: Raw -6204450.961422 + Penalty 3626.602168 = -6200824.359255
  nChanged 3650
		SP:Iteration 7F (138598.130000 sec): 3 clusters
  Score: Raw -6206813.999770 + Penalty 3626.602168 = -6203187.397602
  nChanged 3949
		SP:Iteration 8F (138598.770000 sec): 3 clusters
  Score: Raw -6209853.613468 + Penalty 3626.602168 = -6206227.011300
  nChanged 3863
		SP:Iteration 9F (138599.410000 sec): 3 clusters
  Score: Raw -6212972.033385 + Penalty 3626.602168 = -6209345.431217
  nChanged 3295
		SP:Iteration 10Q (138600.130000 sec): 3 clusters
  Score: Raw -6215202.118548 + Penalty 3626.602168 = -6211575.516380
  nChanged 2433
		SP:Iteration 11Q (138600.780000 sec): 3 clusters
  Score: Raw -6216544.169720 + Penalty 3626.602168 = -6212917.567552
  nChanged 1880
		SP:Iteration 12Q (138601.430000 sec): 3 clusters
  Score: Raw -6217439.695987 + Penalty 3626.602168 = -6213813.093819
  nChanged 1597
		SP:Iteration 13Q (138602.070000 sec): 3 clusters
  Score: Raw -6218169.270681 + Penalty 3626.602168 = -6214542.668513
  nChanged 1474
		SP:Iteration 14Q (138602.630000 sec): 3 clusters
  Score: Raw -6218864.397897 + Penalty 3626.602168 = -6215237.795729
  nChanged 1479
		SP:Iteration 15Q (138603.320000 sec): 3 clusters
  Score: Raw -6219641.157226 + Penalty 3626.602168 = -6216014.555058
  nChanged 1442
		SP:Iteration 16Q (138603.910000 sec): 3 clusters
  Score: Raw -6220413.581064 + Penalty 3626.602168 = -6216786.978896
  nChanged 1296
		SP:Iteration 17Q (138604.470000 sec): 3 clusters
  Score: Raw -6221140.444202 + Penalty 3626.602168 = -6217513.842035
  nChanged 1240
		SP:Iteration 18Q (138605.020000 sec): 3 clusters
  Score: Raw -6221884.933167 + Penalty 3626.602168 = -6218258.331000
  nChanged 1091
		SP:Iteration 19Q (138605.620000 sec): 3 clusters
  Score: Raw -6222560.566340 + Penalty 3626.602168 = -6218933.964172
  nChanged 931
		SP:Iteration 20F (138606.260000 sec): 3 clusters
  Score: Raw -6223135.167315 + Penalty 3626.602168 = -6219508.565147
  nChanged 743
		SP:Iteration 21Q (138606.910000 sec): 3 clusters
  Score: Raw -6223593.815902 + Penalty 3626.602168 = -6219967.213735
  nChanged 600
		SP:Iteration 22Q (138607.550000 sec): 3 clusters
  Score: Raw -6223971.676153 + Penalty 3626.602168 = -6220345.073985
  nChanged 518
		SP:Iteration 23Q (138608.170000 sec): 3 clusters
  Score: Raw -6224302.063240 + Penalty 3626.602168 = -6220675.461072
  nChanged 425
		SP:Iteration 24Q (138608.820000 sec): 3 clusters
  Score: Raw -6224566.233192 + Penalty 3626.602168 = -6220939.631024
  nChanged 313
		SP:Iteration 25Q (138609.440000 sec): 3 clusters
  Score: Raw -6224765.918696 + Penalty 3626.602168 = -6221139.316528
  nChanged 247
		SP:Iteration 26Q (138610.100000 sec): 3 clusters
  Score: Raw -6224921.120219 + Penalty 3626.602168 = -6221294.518051
  nChanged 173
		SP:Iteration 27Q (138610.710000 sec): 3 clusters
  Score: Raw -6225036.941833 + Penalty 3626.602168 = -6221410.339665
  nChanged 129
		SP:Iteration 28Q (138611.300000 sec): 3 clusters
  Score: Raw -6225118.752898 + Penalty 3626.602168 = -6221492.150730
  nChanged 76
		SP:Iteration 29Q (138611.910000 sec): 3 clusters
  Score: Raw -6225172.558346 + Penalty 3626.602168 = -6221545.956179
  nChanged 59
		SP:Iteration 30Q (138612.560000 sec): 3 clusters
  Score: Raw -6225216.040967 + Penalty 3626.602168 = -6221589.438799
  nChanged 36
		SP:Iteration 31Q (138613.100000 sec): 3 clusters
  Score: Raw -6225240.525606 + Penalty 3626.602168 = -6221613.923439
  nChanged 27
		SP:Iteration 32Q (138613.730000 sec): 3 clusters
  Score: Raw -6225258.418875 + Penalty 3626.602168 = -6221631.816707
  nChanged 17
		SP:Iteration 33Q (138614.340000 sec): 3 clusters
  Score: Raw -6225267.759063 + Penalty 3626.602168 = -6221641.156896
  nChanged 15
		SP:Iteration 34Q (138614.930000 sec): 3 clusters
  Score: Raw -6225276.932450 + Penalty 3626.602168 = -6221650.330282
  nChanged 17
		SP:Iteration 35Q (138615.540000 sec): 3 clusters
  Score: Raw -6225284.613287 + Penalty 3626.602168 = -6221658.011119
  nChanged 9
		SP:Iteration 36Q (138616.140000 sec): 3 clusters
  Score: Raw -6225291.292369 + Penalty 3626.602168 = -6221664.690201
  nChanged 8
		SP:Iteration 37Q (138616.730000 sec): 3 clusters
  Score: Raw -6225296.246768 + Penalty 3626.602168 = -6221669.644600
  nChanged 9
		SP:Iteration 38Q (138617.320000 sec): 3 clusters
  Score: Raw -6225303.083404 + Penalty 3626.602168 = -6221676.481236
  nChanged 8
		SP:Iteration 39Q (138617.960000 sec): 3 clusters
  Score: Raw -6225308.619628 + Penalty 3626.602168 = -6221682.017460
  nChanged 8
		SP:Iteration 40F (138618.600000 sec): 3 clusters
  Score: Raw -6225311.791598 + Penalty 3626.602168 = -6221685.189430
  nChanged 5
		SP:Iteration 41Q (138619.240000 sec): 3 clusters
  Score: Raw -6225314.985889 + Penalty 3626.602168 = -6221688.383721
  nChanged 5
		SP:Iteration 42Q (138619.840000 sec): 3 clusters
  Score: Raw -6225317.942918 + Penalty 3626.602168 = -6221691.340750
  nChanged 6
		SP:Iteration 43Q (138620.430000 sec): 3 clusters
  Score: Raw -6225322.734012 + Penalty 3626.602168 = -6221696.131844
  nChanged 5
		SP:Iteration 44Q (138621.030000 sec): 3 clusters
  Score: Raw -6225325.385649 + Penalty 3626.602168 = -6221698.783481
  nChanged 1
		SP:Iteration 45Q (138621.620000 sec): 3 clusters
  Score: Raw -6225326.593317 + Penalty 3626.602168 = -6221699.991149
  nChanged 5
		SP:Iteration 46Q (138622.220000 sec): 3 clusters
  Score: Raw -6225330.516145 + Penalty 3626.602168 = -6221703.913977
  nChanged 2
		SP:Iteration 47Q (138622.810000 sec): 3 clusters
  Score: Raw -6225331.187890 + Penalty 3626.602168 = -6221704.585722
  nChanged 2
		SP:Iteration 48Q (138623.410000 sec): 3 clusters
  Score: Raw -6225332.344269 + Penalty 3626.602168 = -6221705.742102
  nChanged 3
		SP:Iteration 49Q (138624.040000 sec): 3 clusters
  Score: Raw -6225334.541468 + Penalty 3626.602168 = -6221707.939300
  nChanged 1
		SP:Iteration 50Q (138624.680000 sec): 3 clusters
  Score: Raw -6225334.783474 + Penalty 3626.602168 = -6221708.181306
  nChanged 0
		SP:Iteration 51F (138625.340000 sec): 3 clusters
  Score: Raw -6225334.783474 + Penalty 3626.602168 = -6221708.181306
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 32 (4852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138625.410000 sec): 2 clusters
  Score: Raw -416113.827814 + Penalty 1379.161269 = -414734.666545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138625.580000 sec): 3 clusters
  Score: Raw -413627.237346 + Penalty 2758.322538 = -410868.914808
  nChanged 1991
		SP:Iteration 1F (138625.780000 sec): 3 clusters
  Score: Raw -414975.472772 + Penalty 2758.322538 = -412217.150234
  nChanged 461
		SP:Iteration 2F (138625.950000 sec): 3 clusters
  Score: Raw -415632.809451 + Penalty 2758.322538 = -412874.486913
  nChanged 518
		SP:Iteration 3F (138626.080000 sec): 3 clusters
  Score: Raw -416573.792489 + Penalty 2758.322538 = -413815.469951
  nChanged 659
		SP:Iteration 4F (138626.240000 sec): 3 clusters
  Score: Raw -417992.374843 + Penalty 2758.322538 = -415234.052305
  nChanged 524
		SP:Iteration 5F (138626.400000 sec): 3 clusters
  Score: Raw -418950.235077 + Penalty 2758.322538 = -416191.912539
  nChanged 253
		SP:Iteration 6F (138626.560000 sec): 3 clusters
  Score: Raw -419232.111708 + Penalty 2758.322538 = -416473.789170
  nChanged 109
		SP:Iteration 7Q (138626.720000 sec): 3 clusters
  Score: Raw -419321.283508 + Penalty 2758.322538 = -416562.960970
  nChanged 66
		SP:Iteration 8Q (138626.880000 sec): 3 clusters
  Score: Raw -419364.295122 + Penalty 2758.322538 = -416605.972584
  nChanged 46
		SP:Iteration 9Q (138627.040000 sec): 3 clusters
  Score: Raw -419384.851557 + Penalty 2758.322538 = -416626.529019
  nChanged 27
		SP:Iteration 10Q (138627.190000 sec): 3 clusters
  Score: Raw -419394.837375 + Penalty 2758.322538 = -416636.514837
  nChanged 22
		SP:Iteration 11Q (138627.350000 sec): 3 clusters
  Score: Raw -419402.482956 + Penalty 2758.322538 = -416644.160418
  nChanged 14
		SP:Iteration 12Q (138627.520000 sec): 3 clusters
  Score: Raw -419407.383701 + Penalty 2758.322538 = -416649.061163
  nChanged 16
		SP:Iteration 13Q (138627.690000 sec): 3 clusters
  Score: Raw -419412.708298 + Penalty 2758.322538 = -416654.385761
  nChanged 7
		SP:Iteration 14Q (138627.860000 sec): 3 clusters
  Score: Raw -419414.679811 + Penalty 2758.322538 = -416656.357274
  nChanged 4
		SP:Iteration 15Q (138628.030000 sec): 3 clusters
  Score: Raw -419415.410186 + Penalty 2758.322538 = -416657.087648
  nChanged 2
		SP:Iteration 16Q (138628.210000 sec): 3 clusters
  Score: Raw -419416.059380 + Penalty 2758.322538 = -416657.736843
  nChanged 3
		SP:Iteration 17Q (138628.400000 sec): 3 clusters
  Score: Raw -419417.166087 + Penalty 2758.322538 = -416658.843550
  nChanged 6
		SP:Iteration 18Q (138628.560000 sec): 3 clusters
  Score: Raw -419418.631821 + Penalty 2758.322538 = -416660.309283
  nChanged 1
		SP:Iteration 19Q (138628.730000 sec): 3 clusters
  Score: Raw -419418.733558 + Penalty 2758.322538 = -416660.411020
  nChanged 1
		SP:Iteration 20F (138628.910000 sec): 3 clusters
  Score: Raw -419418.874411 + Penalty 2758.322538 = -416660.551873
  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 10.71 GB.

 Trying to split cluster 33 (1394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138629.010000 sec): 2 clusters
  Score: Raw -105720.476028 + Penalty 1176.489046 = -104543.986982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138629.190000 sec): 3 clusters
  Score: Raw -105264.693028 + Penalty 2352.978092 = -102911.714936
  nChanged 528
		SP:Iteration 1F (138629.360000 sec): 3 clusters
  Score: Raw -105828.414391 + Penalty 2352.978092 = -103475.436299
  nChanged 164
		SP:Iteration 2F (138629.540000 sec): 3 clusters
  Score: Raw -106385.527408 + Penalty 2352.978092 = -104032.549316
  nChanged 169
		SP:Iteration 3F (138629.720000 sec): 3 clusters
  Score: Raw -107585.147032 + Penalty 2352.978092 = -105232.168940
  nChanged 184
		SP:Iteration 4F (138629.890000 sec): 3 clusters
  Score: Raw -108703.399270 + Penalty 2352.978092 = -106350.421177
  nChanged 85
		SP:Iteration 5F (138630.070000 sec): 3 clusters
  Score: Raw -109236.257489 + Penalty 2352.978092 = -106883.279397
  nChanged 47
		SP:Iteration 6Q (138630.240000 sec): 3 clusters
  Score: Raw -110020.483726 + Penalty 2352.978092 = -107667.505634
  nChanged 9
		SP:Iteration 7Q (138630.420000 sec): 3 clusters
  Score: Raw -110770.638394 + Penalty 2352.978092 = -108417.660302
  nChanged 2
		SP:Iteration 8Q (138630.600000 sec): 3 clusters
  Score: Raw -110777.274257 + Penalty 2352.978092 = -108424.296165
  nChanged 0
		SP:Iteration 9F (138630.770000 sec): 3 clusters
  Score: Raw -110777.274257 + Penalty 2352.978092 = -108424.296165
  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 10.71 GB.

 Trying to split cluster 34 (13084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138630.910000 sec): 2 clusters
  Score: Raw -1012302.274797 + Penalty 1540.361126 = -1010761.913672
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138631.180000 sec): 3 clusters
  Score: Raw -1004786.610843 + Penalty 3080.722251 = -1001705.888592
  nChanged 5818
		SP:Iteration 1F (138631.450000 sec): 3 clusters
  Score: Raw -1008549.374922 + Penalty 3080.722251 = -1005468.652670
  nChanged 1286
		SP:Iteration 2F (138631.570000 sec): 3 clusters
  Score: Raw -1010120.276601 + Penalty 3080.722251 = -1007039.554350
  nChanged 1342
		SP:Iteration 3F (138631.840000 sec): 3 clusters
  Score: Raw -1011641.437570 + Penalty 3080.722251 = -1008560.715318
  nChanged 1193
		SP:Iteration 4F (138632.080000 sec): 3 clusters
  Score: Raw -1012787.227650 + Penalty 3080.722251 = -1009706.505399
  nChanged 904
		SP:Iteration 5F (138632.280000 sec): 3 clusters
  Score: Raw -1013477.452586 + Penalty 3080.722251 = -1010396.730334
  nChanged 588
		SP:Iteration 6Q (138632.520000 sec): 3 clusters
  Score: Raw -1013813.349537 + Penalty 3080.722251 = -1010732.627285
  nChanged 399
		SP:Iteration 7Q (138632.810000 sec): 3 clusters
  Score: Raw -1013997.653603 + Penalty 3080.722251 = -1010916.931352
  nChanged 304
		SP:Iteration 8Q (138632.960000 sec): 3 clusters
  Score: Raw -1014133.448622 + Penalty 3080.722251 = -1011052.726370
  nChanged 253
		SP:Iteration 9Q (138633.170000 sec): 3 clusters
  Score: Raw -1014228.259233 + Penalty 3080.722251 = -1011147.536981
  nChanged 189
		SP:Iteration 10Q (138633.400000 sec): 3 clusters
  Score: Raw -1014283.551553 + Penalty 3080.722251 = -1011202.829302
  nChanged 139
		SP:Iteration 11Q (138633.680000 sec): 3 clusters
  Score: Raw -1014319.711656 + Penalty 3080.722251 = -1011238.989405
  nChanged 112
		SP:Iteration 12Q (138633.920000 sec): 3 clusters
  Score: Raw -1014345.232093 + Penalty 3080.722251 = -1011264.509842
  nChanged 84
		SP:Iteration 13Q (138634.120000 sec): 3 clusters
  Score: Raw -1014361.396858 + Penalty 3080.722251 = -1011280.674606
  nChanged 74
		SP:Iteration 14Q (138634.310000 sec): 3 clusters
  Score: Raw -1014376.409982 + Penalty 3080.722251 = -1011295.687731
  nChanged 53
		SP:Iteration 15Q (138634.510000 sec): 3 clusters
  Score: Raw -1014384.789470 + Penalty 3080.722251 = -1011304.067218
  nChanged 41
		SP:Iteration 16Q (138634.700000 sec): 3 clusters
  Score: Raw -1014390.384743 + Penalty 3080.722251 = -1011309.662491
  nChanged 35
		SP:Iteration 17Q (138634.890000 sec): 3 clusters
  Score: Raw -1014395.062752 + Penalty 3080.722251 = -1011314.340501
  nChanged 33
		SP:Iteration 18Q (138635.170000 sec): 3 clusters
  Score: Raw -1014398.543011 + Penalty 3080.722251 = -1011317.820760
  nChanged 25
		SP:Iteration 19Q (138635.410000 sec): 3 clusters
  Score: Raw -1014401.056903 + Penalty 3080.722251 = -1011320.334652
  nChanged 22
		SP:Iteration 20F (138635.650000 sec): 3 clusters
  Score: Raw -1014402.707759 + Penalty 3080.722251 = -1011321.985507
  nChanged 13
		SP:Iteration 21Q (138635.880000 sec): 3 clusters
  Score: Raw -1014403.642998 + Penalty 3080.722251 = -1011322.920747
  nChanged 11
		SP:Iteration 22Q (138636.070000 sec): 3 clusters
  Score: Raw -1014404.543795 + Penalty 3080.722251 = -1011323.821543
  nChanged 8
		SP:Iteration 23Q (138636.260000 sec): 3 clusters
  Score: Raw -1014404.992769 + Penalty 3080.722251 = -1011324.270517
  nChanged 5
		SP:Iteration 24Q (138636.450000 sec): 3 clusters
  Score: Raw -1014405.302507 + Penalty 3080.722251 = -1011324.580256
  nChanged 5
		SP:Iteration 25Q (138636.640000 sec): 3 clusters
  Score: Raw -1014405.868267 + Penalty 3080.722251 = -1011325.146016
  nChanged 7
		SP:Iteration 26Q (138636.830000 sec): 3 clusters
  Score: Raw -1014406.506294 + Penalty 3080.722251 = -1011325.784043
  nChanged 5
		SP:Iteration 27Q (138637.020000 sec): 3 clusters
  Score: Raw -1014406.741783 + Penalty 3080.722251 = -1011326.019531
  nChanged 3
		SP:Iteration 28Q (138637.210000 sec): 3 clusters
  Score: Raw -1014406.963256 + Penalty 3080.722251 = -1011326.241005
  nChanged 2
		SP:Iteration 29Q (138637.430000 sec): 3 clusters
  Score: Raw -1014407.064156 + Penalty 3080.722251 = -1011326.341905
  nChanged 3
		SP:Iteration 30Q (138637.700000 sec): 3 clusters
  Score: Raw -1014407.253846 + Penalty 3080.722251 = -1011326.531595
  nChanged 6
		SP:Iteration 31Q (138637.940000 sec): 3 clusters
  Score: Raw -1014407.545585 + Penalty 3080.722251 = -1011326.823334
  nChanged 7
		SP:Iteration 32Q (138638.190000 sec): 3 clusters
  Score: Raw -1014407.980437 + Penalty 3080.722251 = -1011327.258185
  nChanged 2
		SP:Iteration 33Q (138638.420000 sec): 3 clusters
  Score: Raw -1014408.067837 + Penalty 3080.722251 = -1011327.345585
  nChanged 2
		SP:Iteration 34Q (138638.680000 sec): 3 clusters
  Score: Raw -1014408.189597 + Penalty 3080.722251 = -1011327.467345
  nChanged 1
		SP:Iteration 35Q (138638.970000 sec): 3 clusters
  Score: Raw -1014408.278079 + Penalty 3080.722251 = -1011327.555828
  nChanged 0
		SP:Iteration 36F (138639.200000 sec): 3 clusters
  Score: Raw -1014408.278079 + Penalty 3080.722251 = -1011327.555828
  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 10.71 GB.

 Trying to split cluster 35 (27330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138639.420000 sec): 2 clusters
  Score: Raw -2285032.736081 + Penalty 1660.057795 = -2283372.678286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138639.760000 sec): 3 clusters
  Score: Raw -2268318.266880 + Penalty 3320.115591 = -2264998.151289
  nChanged 12462
		SP:Iteration 1F (138640.140000 sec): 3 clusters
  Score: Raw -2275254.984256 + Penalty 3320.115591 = -2271934.868665
  nChanged 1382
		SP:Iteration 2F (138640.420000 sec): 3 clusters
  Score: Raw -2275761.406773 + Penalty 3320.115591 = -2272441.291182
  nChanged 1372
		SP:Iteration 3F (138640.740000 sec): 3 clusters
  Score: Raw -2276294.197475 + Penalty 3320.115591 = -2272974.081884
  nChanged 1440
		SP:Iteration 4F (138641.050000 sec): 3 clusters
  Score: Raw -2277019.158059 + Penalty 3320.115591 = -2273699.042468
  nChanged 1751
		SP:Iteration 5F (138641.380000 sec): 3 clusters
  Score: Raw -2278123.870259 + Penalty 3320.115591 = -2274803.754669
  nChanged 1880
		SP:Iteration 6F (138641.700000 sec): 3 clusters
  Score: Raw -2279514.934407 + Penalty 3320.115591 = -2276194.818817
  nChanged 1814
		SP:Iteration 7F (138642.000000 sec): 3 clusters
  Score: Raw -2281048.563581 + Penalty 3320.115591 = -2277728.447990
  nChanged 1577
		SP:Iteration 8F (138642.340000 sec): 3 clusters
  Score: Raw -2282499.150686 + Penalty 3320.115591 = -2279179.035095
  nChanged 1146
		SP:Iteration 9Q (138642.680000 sec): 3 clusters
  Score: Raw -2283597.314379 + Penalty 3320.115591 = -2280277.198789
  nChanged 737
		SP:Iteration 10Q (138643.000000 sec): 3 clusters
  Score: Raw -2284214.255400 + Penalty 3320.115591 = -2280894.139809
  nChanged 441
		SP:Iteration 11Q (138643.340000 sec): 3 clusters
  Score: Raw -2284540.769525 + Penalty 3320.115591 = -2281220.653934
  nChanged 287
		SP:Iteration 12Q (138643.680000 sec): 3 clusters
  Score: Raw -2284736.997145 + Penalty 3320.115591 = -2281416.881554
  nChanged 212
		SP:Iteration 13Q (138644.020000 sec): 3 clusters
  Score: Raw -2284863.802974 + Penalty 3320.115591 = -2281543.687384
  nChanged 170
		SP:Iteration 14Q (138644.380000 sec): 3 clusters
  Score: Raw -2284956.157340 + Penalty 3320.115591 = -2281636.041749
  nChanged 141
		SP:Iteration 15Q (138644.700000 sec): 3 clusters
  Score: Raw -2285029.072809 + Penalty 3320.115591 = -2281708.957219
  nChanged 118
		SP:Iteration 16Q (138645.080000 sec): 3 clusters
  Score: Raw -2285110.620879 + Penalty 3320.115591 = -2281790.505288
  nChanged 101
		SP:Iteration 17Q (138645.380000 sec): 3 clusters
  Score: Raw -2285168.449307 + Penalty 3320.115591 = -2281848.333716
  nChanged 72
		SP:Iteration 18Q (138645.720000 sec): 3 clusters
  Score: Raw -2285200.831417 + Penalty 3320.115591 = -2281880.715826
  nChanged 57
		SP:Iteration 19Q (138646.030000 sec): 3 clusters
  Score: Raw -2285224.745111 + Penalty 3320.115591 = -2281904.629520
  nChanged 49
		SP:Iteration 20F (138646.370000 sec): 3 clusters
  Score: Raw -2285245.458913 + Penalty 3320.115591 = -2281925.343322
  nChanged 34
		SP:Iteration 21Q (138646.740000 sec): 3 clusters
  Score: Raw -2285263.893669 + Penalty 3320.115591 = -2281943.778078
  nChanged 34
		SP:Iteration 22Q (138647.040000 sec): 3 clusters
  Score: Raw -2285276.294912 + Penalty 3320.115591 = -2281956.179321
  nChanged 22
		SP:Iteration 23Q (138647.420000 sec): 3 clusters
  Score: Raw -2285285.480255 + Penalty 3320.115591 = -2281965.364664
  nChanged 20
		SP:Iteration 24Q (138647.720000 sec): 3 clusters
  Score: Raw -2285292.275640 + Penalty 3320.115591 = -2281972.160049
  nChanged 19
		SP:Iteration 25Q (138648.060000 sec): 3 clusters
  Score: Raw -2285302.673162 + Penalty 3320.115591 = -2281982.557571
  nChanged 23
		SP:Iteration 26Q (138648.380000 sec): 3 clusters
  Score: Raw -2285313.583028 + Penalty 3320.115591 = -2281993.467438
  nChanged 28
		SP:Iteration 27Q (138648.750000 sec): 3 clusters
  Score: Raw -2285325.946840 + Penalty 3320.115591 = -2282005.831249
  nChanged 20
		SP:Iteration 28Q (138649.050000 sec): 3 clusters
  Score: Raw -2285335.632015 + Penalty 3320.115591 = -2282015.516424
  nChanged 18
		SP:Iteration 29Q (138649.410000 sec): 3 clusters
  Score: Raw -2285342.702673 + Penalty 3320.115591 = -2282022.587083
  nChanged 14
		SP:Iteration 30Q (138649.760000 sec): 3 clusters
  Score: Raw -2285349.528534 + Penalty 3320.115591 = -2282029.412943
  nChanged 13
		SP:Iteration 31Q (138650.070000 sec): 3 clusters
  Score: Raw -2285354.110255 + Penalty 3320.115591 = -2282033.994664
  nChanged 7
		SP:Iteration 32Q (138650.420000 sec): 3 clusters
  Score: Raw -2285357.155380 + Penalty 3320.115591 = -2282037.039790
  nChanged 6
		SP:Iteration 33Q (138650.770000 sec): 3 clusters
  Score: Raw -2285359.681702 + Penalty 3320.115591 = -2282039.566112
  nChanged 11
		SP:Iteration 34Q (138651.120000 sec): 3 clusters
  Score: Raw -2285363.348738 + Penalty 3320.115591 = -2282043.233148
  nChanged 9
		SP:Iteration 35Q (138651.440000 sec): 3 clusters
  Score: Raw -2285367.792314 + Penalty 3320.115591 = -2282047.676723
  nChanged 7
		SP:Iteration 36Q (138651.710000 sec): 3 clusters
  Score: Raw -2285370.300903 + Penalty 3320.115591 = -2282050.185312
  nChanged 9
		SP:Iteration 37Q (138652.050000 sec): 3 clusters
  Score: Raw -2285374.473723 + Penalty 3320.115591 = -2282054.358133
  nChanged 7
		SP:Iteration 38Q (138652.400000 sec): 3 clusters
  Score: Raw -2285376.970393 + Penalty 3320.115591 = -2282056.854802
  nChanged 4
		SP:Iteration 39Q (138652.740000 sec): 3 clusters
  Score: Raw -2285378.746959 + Penalty 3320.115591 = -2282058.631368
  nChanged 1
		SP:Iteration 40F (138653.060000 sec): 3 clusters
  Score: Raw -2285379.446958 + Penalty 3320.115591 = -2282059.331368
  nChanged 3
		SP:Iteration 41Q (138653.370000 sec): 3 clusters
  Score: Raw -2285380.287326 + Penalty 3320.115591 = -2282060.171735
  nChanged 3
		SP:Iteration 42Q (138653.690000 sec): 3 clusters
  Score: Raw -2285381.000042 + Penalty 3320.115591 = -2282060.884451
  nChanged 4
		SP:Iteration 43Q (138654.050000 sec): 3 clusters
  Score: Raw -2285382.424515 + Penalty 3320.115591 = -2282062.308924
  nChanged 1
		SP:Iteration 44Q (138654.370000 sec): 3 clusters
  Score: Raw -2285382.598221 + Penalty 3320.115591 = -2282062.482631
  nChanged 1
		SP:Iteration 45Q (138654.780000 sec): 3 clusters
  Score: Raw -2285383.210037 + Penalty 3320.115591 = -2282063.094446
  nChanged 1
		SP:Iteration 46Q (138655.110000 sec): 3 clusters
  Score: Raw -2285383.559168 + Penalty 3320.115591 = -2282063.443578
  nChanged 0
		SP:Iteration 47F (138655.490000 sec): 3 clusters
  Score: Raw -2285383.559168 + Penalty 3320.115591 = -2282063.443578
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 36 (21068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138655.610000 sec): 2 clusters
  Score: Raw -1803866.291448 + Penalty 1617.770469 = -1802248.520979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138655.930000 sec): 3 clusters
  Score: Raw -1791090.756891 + Penalty 3235.540939 = -1787855.215952
  nChanged 9479
		SP:Iteration 1F (138656.280000 sec): 3 clusters
  Score: Raw -1796223.224141 + Penalty 3235.540939 = -1792987.683203
  nChanged 969
		SP:Iteration 2Q (138656.590000 sec): 3 clusters
  Score: Raw -1796516.571563 + Penalty 3235.540939 = -1793281.030624
  nChanged 848
		SP:Iteration 3Q (138656.930000 sec): 3 clusters
  Score: Raw -1796760.472703 + Penalty 3235.540939 = -1793524.931765
  nChanged 747
		SP:Iteration 4Q (138657.230000 sec): 3 clusters
  Score: Raw -1796968.969463 + Penalty 3235.540939 = -1793733.428524
  nChanged 694
		SP:Iteration 5Q (138657.570000 sec): 3 clusters
  Score: Raw -1797166.175025 + Penalty 3235.540939 = -1793930.634086
  nChanged 673
		SP:Iteration 6Q (138657.850000 sec): 3 clusters
  Score: Raw -1797376.672262 + Penalty 3235.540939 = -1794141.131323
  nChanged 721
		SP:Iteration 7Q (138658.190000 sec): 3 clusters
  Score: Raw -1797651.511863 + Penalty 3235.540939 = -1794415.970925
  nChanged 829
		SP:Iteration 8Q (138658.470000 sec): 3 clusters
  Score: Raw -1798043.650358 + Penalty 3235.540939 = -1794808.109419
  nChanged 968
		SP:Iteration 9Q (138658.810000 sec): 3 clusters
  Score: Raw -1798584.734958 + Penalty 3235.540939 = -1795349.194019
  nChanged 1052
		SP:Iteration 10Q (138659.170000 sec): 3 clusters
  Score: Raw -1799319.541221 + Penalty 3235.540939 = -1796084.000283
  nChanged 1134
		SP:Iteration 11F (138659.420000 sec): 3 clusters
  Score: Raw -1800181.734596 + Penalty 3235.540939 = -1796946.193657
  nChanged 1120
		SP:Iteration 12F (138659.770000 sec): 3 clusters
  Score: Raw -1801066.876167 + Penalty 3235.540939 = -1797831.335228
  nChanged 986
		SP:Iteration 13Q (138660.090000 sec): 3 clusters
  Score: Raw -1801801.167135 + Penalty 3235.540939 = -1798565.626197
  nChanged 863
		SP:Iteration 14Q (138660.430000 sec): 3 clusters
  Score: Raw -1802489.219685 + Penalty 3235.540939 = -1799253.678746
  nChanged 680
		SP:Iteration 15Q (138660.760000 sec): 3 clusters
  Score: Raw -1803009.279092 + Penalty 3235.540939 = -1799773.738153
  nChanged 481
		SP:Iteration 16Q (138661.070000 sec): 3 clusters
  Score: Raw -1803369.210319 + Penalty 3235.540939 = -1800133.669381
  nChanged 327
		SP:Iteration 17Q (138661.350000 sec): 3 clusters
  Score: Raw -1803607.653460 + Penalty 3235.540939 = -1800372.112521
  nChanged 230
		SP:Iteration 18Q (138661.650000 sec): 3 clusters
  Score: Raw -1803774.640479 + Penalty 3235.540939 = -1800539.099540
  nChanged 160
		SP:Iteration 19Q (138661.980000 sec): 3 clusters
  Score: Raw -1803887.134972 + Penalty 3235.540939 = -1800651.594033
  nChanged 97
		SP:Iteration 20F (138662.310000 sec): 3 clusters
  Score: Raw -1803958.684660 + Penalty 3235.540939 = -1800723.143721
  nChanged 62
		SP:Iteration 21Q (138662.650000 sec): 3 clusters
  Score: Raw -1804001.523297 + Penalty 3235.540939 = -1800765.982358
  nChanged 44
		SP:Iteration 22Q (138662.990000 sec): 3 clusters
  Score: Raw -1804037.067767 + Penalty 3235.540939 = -1800801.526828
  nChanged 29
		SP:Iteration 23Q (138663.330000 sec): 3 clusters
  Score: Raw -1804059.522910 + Penalty 3235.540939 = -1800823.981972
  nChanged 24
		SP:Iteration 24Q (138663.630000 sec): 3 clusters
  Score: Raw -1804080.606984 + Penalty 3235.540939 = -1800845.066045
  nChanged 20
		SP:Iteration 25Q (138663.970000 sec): 3 clusters
  Score: Raw -1804094.664839 + Penalty 3235.540939 = -1800859.123900
  nChanged 13
		SP:Iteration 26Q (138664.310000 sec): 3 clusters
  Score: Raw -1804103.875415 + Penalty 3235.540939 = -1800868.334476
  nChanged 16
		SP:Iteration 27Q (138664.660000 sec): 3 clusters
  Score: Raw -1804113.986894 + Penalty 3235.540939 = -1800878.445955
  nChanged 10
		SP:Iteration 28Q (138664.890000 sec): 3 clusters
  Score: Raw -1804122.225155 + Penalty 3235.540939 = -1800886.684216
  nChanged 8
		SP:Iteration 29Q (138665.240000 sec): 3 clusters
  Score: Raw -1804129.474986 + Penalty 3235.540939 = -1800893.934048
  nChanged 4
		SP:Iteration 30Q (138665.550000 sec): 3 clusters
  Score: Raw -1804131.521399 + Penalty 3235.540939 = -1800895.980460
  nChanged 5
		SP:Iteration 31Q (138665.930000 sec): 3 clusters
  Score: Raw -1804135.415263 + Penalty 3235.540939 = -1800899.874324
  nChanged 2
		SP:Iteration 32Q (138666.210000 sec): 3 clusters
  Score: Raw -1804136.898289 + Penalty 3235.540939 = -1800901.357351
  nChanged 3
		SP:Iteration 33Q (138666.510000 sec): 3 clusters
  Score: Raw -1804139.932319 + Penalty 3235.540939 = -1800904.391380
  nChanged 1
		SP:Iteration 34Q (138666.830000 sec): 3 clusters
  Score: Raw -1804141.399418 + Penalty 3235.540939 = -1800905.858479
  nChanged 1
		SP:Iteration 35Q (138667.140000 sec): 3 clusters
  Score: Raw -1804142.920617 + Penalty 3235.540939 = -1800907.379679
  nChanged 3
		SP:Iteration 36Q (138667.420000 sec): 3 clusters
  Score: Raw -1804144.367373 + Penalty 3235.540939 = -1800908.826435
  nChanged 0
		SP:Iteration 37F (138667.720000 sec): 3 clusters
  Score: Raw -1804144.367373 + Penalty 3235.540939 = -1800908.826435
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 37 (10670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138667.860000 sec): 2 clusters
  Score: Raw -845647.644173 + Penalty 1507.218593 = -844140.425579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138668.060000 sec): 3 clusters
  Score: Raw -839537.016204 + Penalty 3014.437187 = -836522.579017
  nChanged 4692
		SP:Iteration 1F (138668.310000 sec): 3 clusters
  Score: Raw -842279.201213 + Penalty 3014.437187 = -839264.764026
  nChanged 847
		SP:Iteration 2F (138668.520000 sec): 3 clusters
  Score: Raw -842930.033079 + Penalty 3014.437187 = -839915.595892
  nChanged 826
		SP:Iteration 3F (138668.730000 sec): 3 clusters
  Score: Raw -843737.290968 + Penalty 3014.437187 = -840722.853781
  nChanged 852
		SP:Iteration 4F (138668.950000 sec): 3 clusters
  Score: Raw -844628.121315 + Penalty 3014.437187 = -841613.684128
  nChanged 801
		SP:Iteration 5F (138669.160000 sec): 3 clusters
  Score: Raw -845334.864679 + Penalty 3014.437187 = -842320.427493
  nChanged 636
		SP:Iteration 6F (138669.380000 sec): 3 clusters
  Score: Raw -845766.148582 + Penalty 3014.437187 = -842751.711395
  nChanged 495
		SP:Iteration 7Q (138669.690000 sec): 3 clusters
  Score: Raw -846069.529973 + Penalty 3014.437187 = -843055.092786
  nChanged 339
		SP:Iteration 8Q (138669.850000 sec): 3 clusters
  Score: Raw -846274.725619 + Penalty 3014.437187 = -843260.288432
  nChanged 283
		SP:Iteration 9Q (138670.130000 sec): 3 clusters
  Score: Raw -846413.341469 + Penalty 3014.437187 = -843398.904282
  nChanged 243
		SP:Iteration 10Q (138670.300000 sec): 3 clusters
  Score: Raw -846526.707298 + Penalty 3014.437187 = -843512.270111
  nChanged 211
		SP:Iteration 11Q (138670.510000 sec): 3 clusters
  Score: Raw -846610.928268 + Penalty 3014.437187 = -843596.491081
  nChanged 153
		SP:Iteration 12Q (138670.790000 sec): 3 clusters
  Score: Raw -846662.397096 + Penalty 3014.437187 = -843647.959909
  nChanged 121
		SP:Iteration 13Q (138670.950000 sec): 3 clusters
  Score: Raw -846697.596277 + Penalty 3014.437187 = -843683.159091
  nChanged 101
		SP:Iteration 14Q (138671.160000 sec): 3 clusters
  Score: Raw -846725.897188 + Penalty 3014.437187 = -843711.460001
  nChanged 88
		SP:Iteration 15Q (138671.380000 sec): 3 clusters
  Score: Raw -846748.384996 + Penalty 3014.437187 = -843733.947809
  nChanged 70
		SP:Iteration 16Q (138671.640000 sec): 3 clusters
  Score: Raw -846762.188571 + Penalty 3014.437187 = -843747.751385
  nChanged 62
		SP:Iteration 17Q (138671.860000 sec): 3 clusters
  Score: Raw -846776.099208 + Penalty 3014.437187 = -843761.662021
  nChanged 63
		SP:Iteration 18Q (138672.070000 sec): 3 clusters
  Score: Raw -846795.450725 + Penalty 3014.437187 = -843781.013538
  nChanged 64
		SP:Iteration 19Q (138672.300000 sec): 3 clusters
  Score: Raw -846811.476274 + Penalty 3014.437187 = -843797.039087
  nChanged 64
		SP:Iteration 20F (138672.510000 sec): 3 clusters
  Score: Raw -846827.840422 + Penalty 3014.437187 = -843813.403235
  nChanged 54
		SP:Iteration 21Q (138672.770000 sec): 3 clusters
  Score: Raw -846844.254388 + Penalty 3014.437187 = -843829.817201
  nChanged 61
		SP:Iteration 22Q (138672.970000 sec): 3 clusters
  Score: Raw -846864.357046 + Penalty 3014.437187 = -843849.919859
  nChanged 60
		SP:Iteration 23Q (138673.180000 sec): 3 clusters
  Score: Raw -846879.652365 + Penalty 3014.437187 = -843865.215178
  nChanged 64
		SP:Iteration 24Q (138673.390000 sec): 3 clusters
  Score: Raw -846896.714584 + Penalty 3014.437187 = -843882.277397
  nChanged 61
		SP:Iteration 25Q (138673.590000 sec): 3 clusters
  Score: Raw -846909.055786 + Penalty 3014.437187 = -843894.618599
  nChanged 40
		SP:Iteration 26Q (138673.800000 sec): 3 clusters
  Score: Raw -846915.273689 + Penalty 3014.437187 = -843900.836502
  nChanged 28
		SP:Iteration 27Q (138674.010000 sec): 3 clusters
  Score: Raw -846920.397427 + Penalty 3014.437187 = -843905.960240
  nChanged 34
		SP:Iteration 28Q (138674.220000 sec): 3 clusters
  Score: Raw -846925.731485 + Penalty 3014.437187 = -843911.294298
  nChanged 20
		SP:Iteration 29Q (138674.430000 sec): 3 clusters
  Score: Raw -846927.951698 + Penalty 3014.437187 = -843913.514511
  nChanged 16
		SP:Iteration 30Q (138674.630000 sec): 3 clusters
  Score: Raw -846929.842033 + Penalty 3014.437187 = -843915.404846
  nChanged 6
		SP:Iteration 31Q (138674.840000 sec): 3 clusters
  Score: Raw -846930.304332 + Penalty 3014.437187 = -843915.867145
  nChanged 6
		SP:Iteration 32Q (138675.050000 sec): 3 clusters
  Score: Raw -846930.717775 + Penalty 3014.437187 = -843916.280588
  nChanged 4
		SP:Iteration 33Q (138675.260000 sec): 3 clusters
  Score: Raw -846931.035666 + Penalty 3014.437187 = -843916.598479
  nChanged 6
		SP:Iteration 34Q (138675.470000 sec): 3 clusters
  Score: Raw -846931.538161 + Penalty 3014.437187 = -843917.100974
  nChanged 8
		SP:Iteration 35Q (138675.680000 sec): 3 clusters
  Score: Raw -846932.523682 + Penalty 3014.437187 = -843918.086495
  nChanged 13
		SP:Iteration 36Q (138675.890000 sec): 3 clusters
  Score: Raw -846934.099309 + Penalty 3014.437187 = -843919.662123
  nChanged 10
		SP:Iteration 37Q (138676.100000 sec): 3 clusters
  Score: Raw -846935.423159 + Penalty 3014.437187 = -843920.985972
  nChanged 6
		SP:Iteration 38Q (138676.320000 sec): 3 clusters
  Score: Raw -846936.242807 + Penalty 3014.437187 = -843921.805620
  nChanged 6
		SP:Iteration 39Q (138676.570000 sec): 3 clusters
  Score: Raw -846936.598878 + Penalty 3014.437187 = -843922.161692
  nChanged 6
		SP:Iteration 40F (138676.810000 sec): 3 clusters
  Score: Raw -846937.064678 + Penalty 3014.437187 = -843922.627491
  nChanged 4
		SP:Iteration 41Q (138677.050000 sec): 3 clusters
  Score: Raw -846937.656310 + Penalty 3014.437187 = -843923.219123
  nChanged 5
		SP:Iteration 42Q (138677.260000 sec): 3 clusters
  Score: Raw -846938.115748 + Penalty 3014.437187 = -843923.678561
  nChanged 5
		SP:Iteration 43Q (138677.570000 sec): 3 clusters
  Score: Raw -846938.662746 + Penalty 3014.437187 = -843924.225559
  nChanged 9
		SP:Iteration 44Q (138677.770000 sec): 3 clusters
  Score: Raw -846940.016721 + Penalty 3014.437187 = -843925.579535
  nChanged 11
		SP:Iteration 45Q (138677.960000 sec): 3 clusters
  Score: Raw -846941.318031 + Penalty 3014.437187 = -843926.880844
  nChanged 13
		SP:Iteration 46Q (138678.220000 sec): 3 clusters
  Score: Raw -846943.300144 + Penalty 3014.437187 = -843928.862957
  nChanged 14
		SP:Iteration 47Q (138678.430000 sec): 3 clusters
  Score: Raw -846945.439993 + Penalty 3014.437187 = -843931.002806
  nChanged 11
		SP:Iteration 48Q (138678.640000 sec): 3 clusters
  Score: Raw -846946.893763 + Penalty 3014.437187 = -843932.456576
  nChanged 5
		SP:Iteration 49Q (138678.890000 sec): 3 clusters
  Score: Raw -846947.715842 + Penalty 3014.437187 = -843933.278655
  nChanged 12
		SP:Iteration 50Q (138679.110000 sec): 3 clusters
  Score: Raw -846949.347076 + Penalty 3014.437187 = -843934.909889
  nChanged 13
		SP:Iteration 51Q (138679.390000 sec): 3 clusters
  Score: Raw -846951.014993 + Penalty 3014.437187 = -843936.577806
  nChanged 12
		SP:Iteration 52Q (138679.570000 sec): 3 clusters
  Score: Raw -846952.196881 + Penalty 3014.437187 = -843937.759694
  nChanged 12
		SP:Iteration 53Q (138679.830000 sec): 3 clusters
  Score: Raw -846953.632773 + Penalty 3014.437187 = -843939.195586
  nChanged 9
		SP:Iteration 54Q (138680.040000 sec): 3 clusters
  Score: Raw -846954.506438 + Penalty 3014.437187 = -843940.069251
  nChanged 7
		SP:Iteration 55Q (138680.240000 sec): 3 clusters
  Score: Raw -846955.020862 + Penalty 3014.437187 = -843940.583675
  nChanged 3
		SP:Iteration 56Q (138680.460000 sec): 3 clusters
  Score: Raw -846955.238287 + Penalty 3014.437187 = -843940.801100
  nChanged 3
		SP:Iteration 57Q (138680.710000 sec): 3 clusters
  Score: Raw -846955.476917 + Penalty 3014.437187 = -843941.039730
  nChanged 3
		SP:Iteration 58Q (138680.910000 sec): 3 clusters
  Score: Raw -846955.806593 + Penalty 3014.437187 = -843941.369406
  nChanged 2
		SP:Iteration 59Q (138681.120000 sec): 3 clusters
  Score: Raw -846955.850950 + Penalty 3014.437187 = -843941.413763
  nChanged 1
		SP:Iteration 60F (138681.340000 sec): 3 clusters
  Score: Raw -846955.963920 + Penalty 3014.437187 = -843941.526733
  nChanged 3
		SP:Iteration 61Q (138681.550000 sec): 3 clusters
  Score: Raw -846956.316560 + Penalty 3014.437187 = -843941.879374
  nChanged 6
		SP:Iteration 62Q (138681.780000 sec): 3 clusters
  Score: Raw -846957.043097 + Penalty 3014.437187 = -843942.605910
  nChanged 6
		SP:Iteration 63Q (138682.040000 sec): 3 clusters
  Score: Raw -846957.581312 + Penalty 3014.437187 = -843943.144125
  nChanged 9
		SP:Iteration 64Q (138682.250000 sec): 3 clusters
  Score: Raw -846958.456277 + Penalty 3014.437187 = -843944.019090
  nChanged 6
		SP:Iteration 65Q (138682.450000 sec): 3 clusters
  Score: Raw -846959.220625 + Penalty 3014.437187 = -843944.783438
  nChanged 11
		SP:Iteration 66Q (138682.660000 sec): 3 clusters
  Score: Raw -846960.398824 + Penalty 3014.437187 = -843945.961637
  nChanged 6
		SP:Iteration 67Q (138682.860000 sec): 3 clusters
  Score: Raw -846961.328700 + Penalty 3014.437187 = -843946.891513
  nChanged 10
		SP:Iteration 68Q (138683.070000 sec): 3 clusters
  Score: Raw -846962.184694 + Penalty 3014.437187 = -843947.747507
  nChanged 3
		SP:Iteration 69Q (138683.330000 sec): 3 clusters
  Score: Raw -846962.363583 + Penalty 3014.437187 = -843947.926396
  nChanged 3
		SP:Iteration 70Q (138683.540000 sec): 3 clusters
  Score: Raw -846962.811629 + Penalty 3014.437187 = -843948.374442
  nChanged 3
		SP:Iteration 71Q (138683.760000 sec): 3 clusters
  Score: Raw -846963.303688 + Penalty 3014.437187 = -843948.866501
  nChanged 5
		SP:Iteration 72Q (138683.990000 sec): 3 clusters
  Score: Raw -846964.081288 + Penalty 3014.437187 = -843949.644101
  nChanged 7
		SP:Iteration 73Q (138684.190000 sec): 3 clusters
  Score: Raw -846964.711301 + Penalty 3014.437187 = -843950.274114
  nChanged 6
		SP:Iteration 74Q (138684.460000 sec): 3 clusters
  Score: Raw -846966.035005 + Penalty 3014.437187 = -843951.597818
  nChanged 8
		SP:Iteration 75Q (138684.670000 sec): 3 clusters
  Score: Raw -846967.267001 + Penalty 3014.437187 = -843952.829814
  nChanged 8
		SP:Iteration 76Q (138684.880000 sec): 3 clusters
  Score: Raw -846968.188779 + Penalty 3014.437187 = -843953.751593
  nChanged 5
		SP:Iteration 77Q (138685.100000 sec): 3 clusters
  Score: Raw -846968.706343 + Penalty 3014.437187 = -843954.269156
  nChanged 7
		SP:Iteration 78Q (138685.340000 sec): 3 clusters
  Score: Raw -846969.316823 + Penalty 3014.437187 = -843954.879636
  nChanged 4
		SP:Iteration 79Q (138685.550000 sec): 3 clusters
  Score: Raw -846969.785253 + Penalty 3014.437187 = -843955.348066
  nChanged 2
		SP:Iteration 80F (138685.780000 sec): 3 clusters
  Score: Raw -846969.904248 + Penalty 3014.437187 = -843955.467061
  nChanged 1
		SP:Iteration 81Q (138686.030000 sec): 3 clusters
  Score: Raw -846969.942256 + Penalty 3014.437187 = -843955.505069
  nChanged 0
		SP:Iteration 82F (138686.240000 sec): 3 clusters
  Score: Raw -846969.942256 + Penalty 3014.437187 = -843955.505069
  nChanged 0
Iteration 59Q (138892.180000 sec): 57 clusters
  Score: Raw -122233833.324355 + Penalty 129271.551996 = -122104561.772358
  nChanged 36244
Iteration 60F (139128.860000 sec): 57 clusters
  Score: Raw -122253794.741057 + Penalty 129271.551996 = -122124523.189061
  nChanged 30777
Iteration 61Q (139348.200000 sec): 57 clusters
  Score: Raw -122262349.689076 + Penalty 129271.551996 = -122133078.137079
  nChanged 17535
Iteration 62Q (139568.850000 sec): 57 clusters
  Score: Raw -122266463.492208 + Penalty 129271.551996 = -122137191.940212
  nChanged 12856
Iteration 63Q (139791.700000 sec): 57 clusters
  Score: Raw -122269238.334130 + Penalty 129271.551996 = -122139966.782134
  nChanged 10286
Iteration 64Q (140012.010000 sec): 57 clusters
  Score: Raw -122271291.914176 + Penalty 129271.551996 = -122142020.362179
  nChanged 8757
Iteration 65Q (140230.800000 sec): 57 clusters
  Score: Raw -122272957.439014 + Penalty 129271.551996 = -122143685.887018
  nChanged 7594
Iteration 66Q (140442.510000 sec): 57 clusters
  Score: Raw -122274382.127772 + Penalty 129271.551996 = -122145110.575776
  nChanged 6784
Iteration 67Q (140663.310000 sec): 57 clusters
  Score: Raw -122275637.811037 + Penalty 129271.551996 = -122146366.259041
  nChanged 6210
Iteration 68Q (140885.220000 sec): 57 clusters
  Score: Raw -122276732.699713 + Penalty 129271.551996 = -122147461.147716
  nChanged 5592
Iteration 69Q (141103.180000 sec): 57 clusters
  Score: Raw -122277671.761552 + Penalty 129271.551996 = -122148400.209556
  nChanged 5118
Iteration 70Q (141318.380000 sec): 57 clusters
  Score: Raw -122278470.471277 + Penalty 129271.551996 = -122149198.919281
  nChanged 4763
Iteration 71Q (141538.630000 sec): 57 clusters
  Score: Raw -122279186.870305 + Penalty 129271.551996 = -122149915.318309
  nChanged 4410
Iteration 72Q (141763.050000 sec): 57 clusters
  Score: Raw -122279809.264295 + Penalty 129271.551996 = -122150537.712298
  nChanged 4114
Iteration 73Q (141987.900000 sec): 57 clusters
  Score: Raw -122280358.563850 + Penalty 129271.551996 = -122151087.011853
  nChanged 3812
Iteration 74Q (142208.670000 sec): 57 clusters
  Score: Raw -122280843.089218 + Penalty 129271.551996 = -122151571.537221
  nChanged 3564
Iteration 75Q (142430.120000 sec): 57 clusters
  Score: Raw -122281299.786632 + Penalty 129271.551996 = -122152028.234635
  nChanged 3327
Iteration 76Q (142657.010000 sec): 57 clusters
  Score: Raw -122281703.674534 + Penalty 129271.551996 = -122152432.122538
  nChanged 3100
Iteration 77Q (142884.530000 sec): 57 clusters
  Score: Raw -122282086.040828 + Penalty 129271.551996 = -122152814.488832
  nChanged 2950
Iteration 78Q (143105.830000 sec): 57 clusters
  Score: Raw -122282430.999151 + Penalty 129271.551996 = -122153159.447154
  nChanged 2704
Iteration 79Q (143329.480000 sec): 57 clusters
  Score: Raw -122282729.683237 + Penalty 129271.551996 = -122153458.131240
  nChanged 2556
Iteration 80F (143569.090000 sec): 57 clusters
  Score: Raw -122283306.083312 + Penalty 129271.551996 = -122154034.531316
  nChanged 2758
Iteration 81Q (143789.840000 sec): 57 clusters
  Score: Raw -122283830.930539 + Penalty 129271.551996 = -122154559.378543
  nChanged 2822
Iteration 82Q (144017.320000 sec): 57 clusters
  Score: Raw -122284333.112437 + Penalty 129271.551996 = -122155061.560441
  nChanged 2889
Iteration 83Q (144245.080000 sec): 57 clusters
  Score: Raw -122284911.592788 + Penalty 129271.551996 = -122155640.040792
  nChanged 2859
Iteration 84Q (144468.020000 sec): 57 clusters
  Score: Raw -122285600.490239 + Penalty 129271.551996 = -122156328.938242
  nChanged 2725
Iteration 85Q (144691.220000 sec): 57 clusters
  Score: Raw -122286244.578898 + Penalty 129271.551996 = -122156973.026901
  nChanged 2533
Iteration 86Q (144911.800000 sec): 57 clusters
  Score: Raw -122286656.137534 + Penalty 129271.551996 = -122157384.585537
  nChanged 2404
Iteration 87Q (145135.330000 sec): 57 clusters
  Score: Raw -122286976.888200 + Penalty 129271.551996 = -122157705.336204
  nChanged 2298
Iteration 88Q (145358.330000 sec): 57 clusters
  Score: Raw -122287249.801799 + Penalty 129271.551996 = -122157978.249803
  nChanged 2133
Iteration 89Q (145578.800000 sec): 57 clusters
  Score: Raw -122287497.583857 + Penalty 129271.551996 = -122158226.031861
  nChanged 2118
Iteration 90Q (145795.660000 sec): 57 clusters
  Score: Raw -122287740.633290 + Penalty 129271.551996 = -122158469.081293
  nChanged 2077
Iteration 91Q (146020.510000 sec): 57 clusters
  Score: Raw -122287975.984210 + Penalty 129271.551996 = -122158704.432214
  nChanged 1964
Iteration 92Q (146244.930000 sec): 57 clusters
  Score: Raw -122288191.240826 + Penalty 129271.551996 = -122158919.688829
  nChanged 1888
Iteration 93Q (146469.220000 sec): 57 clusters
  Score: Raw -122288391.776819 + Penalty 129271.551996 = -122159120.224823
  nChanged 1890
Iteration 94Q (146685.230000 sec): 57 clusters
  Score: Raw -122288601.478682 + Penalty 129271.551996 = -122159329.926685
  nChanged 1870
Iteration 95Q (146908.580000 sec): 57 clusters
  Score: Raw -122288801.815960 + Penalty 129271.551996 = -122159530.263964
  nChanged 1794
Iteration 96Q (147127.000000 sec): 57 clusters
  Score: Raw -122288983.191621 + Penalty 129271.551996 = -122159711.639625
  nChanged 1734
Iteration 97Q (147347.360000 sec): 57 clusters
  Score: Raw -122289154.140583 + Penalty 129271.551996 = -122159882.588587
  nChanged 1708
Iteration 98Q (147571.780000 sec): 57 clusters
  Score: Raw -122289329.182001 + Penalty 129271.551996 = -122160057.630005
  nChanged 1633
Writing temp clu file 
Because OldScore, -122159882.588587, is greater than current (better) Score,-122160057.630005 
 Compute initial score before splitting:   Score: Raw -122289329.182001 + Penalty 129271.551996 = -122160057.630005
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 1 (43350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147572.340000 sec): 2 clusters
  Score: Raw -3818006.280743 + Penalty 1735.022572 = -3816271.258171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147572.850000 sec): 3 clusters
  Score: Raw -3790474.676892 + Penalty 3470.045144 = -3787004.631747
  nChanged 20247
		SP:Iteration 1F (147573.300000 sec): 3 clusters
  Score: Raw -3801926.655389 + Penalty 3470.045144 = -3798456.610245
  nChanged 1771
		SP:Iteration 2Q (147573.780000 sec): 3 clusters
  Score: Raw -3802552.120746 + Penalty 3470.045144 = -3799082.075602
  nChanged 1960
		SP:Iteration 3Q (147574.270000 sec): 3 clusters
  Score: Raw -3803385.710618 + Penalty 3470.045144 = -3799915.665474
  nChanged 2214
		SP:Iteration 4F (147574.720000 sec): 3 clusters
  Score: Raw -3804479.213974 + Penalty 3470.045144 = -3801009.168830
  nChanged 2622
		SP:Iteration 5F (147575.130000 sec): 3 clusters
  Score: Raw -3806090.437496 + Penalty 3470.045144 = -3802620.392352
  nChanged 3071
		SP:Iteration 6F (147575.580000 sec): 3 clusters
  Score: Raw -3808298.540188 + Penalty 3470.045144 = -3804828.495044
  nChanged 3275
		SP:Iteration 7F (147576.040000 sec): 3 clusters
  Score: Raw -3810949.018550 + Penalty 3470.045144 = -3807478.973405
  nChanged 3049
		SP:Iteration 8F (147576.530000 sec): 3 clusters
  Score: Raw -3813602.387519 + Penalty 3470.045144 = -3810132.342374
  nChanged 2315
		SP:Iteration 9F (147576.980000 sec): 3 clusters
  Score: Raw -3815601.318343 + Penalty 3470.045144 = -3812131.273199
  nChanged 1468
		SP:Iteration 10Q (147577.440000 sec): 3 clusters
  Score: Raw -3816859.914842 + Penalty 3470.045144 = -3813389.869698
  nChanged 799
		SP:Iteration 11Q (147577.890000 sec): 3 clusters
  Score: Raw -3817535.739487 + Penalty 3470.045144 = -3814065.694343
  nChanged 387
		SP:Iteration 12Q (147578.340000 sec): 3 clusters
  Score: Raw -3817869.912807 + Penalty 3470.045144 = -3814399.867663
  nChanged 173
		SP:Iteration 13Q (147578.800000 sec): 3 clusters
  Score: Raw -3818017.620295 + Penalty 3470.045144 = -3814547.575151
  nChanged 78
		SP:Iteration 14Q (147579.260000 sec): 3 clusters
  Score: Raw -3818083.808202 + Penalty 3470.045144 = -3814613.763058
  nChanged 43
		SP:Iteration 15Q (147579.700000 sec): 3 clusters
  Score: Raw -3818121.626883 + Penalty 3470.045144 = -3814651.581739
  nChanged 22
		SP:Iteration 16Q (147580.160000 sec): 3 clusters
  Score: Raw -3818141.461111 + Penalty 3470.045144 = -3814671.415967
  nChanged 17
		SP:Iteration 17Q (147580.610000 sec): 3 clusters
  Score: Raw -3818156.906733 + Penalty 3470.045144 = -3814686.861589
  nChanged 12
		SP:Iteration 18Q (147581.060000 sec): 3 clusters
  Score: Raw -3818167.295089 + Penalty 3470.045144 = -3814697.249944
  nChanged 15
		SP:Iteration 19Q (147581.520000 sec): 3 clusters
  Score: Raw -3818182.882631 + Penalty 3470.045144 = -3814712.837487
  nChanged 12
		SP:Iteration 20F (147581.980000 sec): 3 clusters
  Score: Raw -3818197.223285 + Penalty 3470.045144 = -3814727.178141
  nChanged 11
		SP:Iteration 21Q (147582.440000 sec): 3 clusters
  Score: Raw -3818208.299934 + Penalty 3470.045144 = -3814738.254790
  nChanged 9
		SP:Iteration 22Q (147582.890000 sec): 3 clusters
  Score: Raw -3818217.107529 + Penalty 3470.045144 = -3814747.062385
  nChanged 8
		SP:Iteration 23Q (147583.350000 sec): 3 clusters
  Score: Raw -3818225.076489 + Penalty 3470.045144 = -3814755.031344
  nChanged 8
		SP:Iteration 24Q (147583.800000 sec): 3 clusters
  Score: Raw -3818233.907049 + Penalty 3470.045144 = -3814763.861905
  nChanged 6
		SP:Iteration 25Q (147584.240000 sec): 3 clusters
  Score: Raw -3818240.245018 + Penalty 3470.045144 = -3814770.199874
  nChanged 5
		SP:Iteration 26Q (147584.680000 sec): 3 clusters
  Score: Raw -3818245.306171 + Penalty 3470.045144 = -3814775.261027
  nChanged 5
		SP:Iteration 27Q (147585.130000 sec): 3 clusters
  Score: Raw -3818252.453448 + Penalty 3470.045144 = -3814782.408304
  nChanged 3
		SP:Iteration 28Q (147585.580000 sec): 3 clusters
  Score: Raw -3818255.279772 + Penalty 3470.045144 = -3814785.234628
  nChanged 1
		SP:Iteration 29Q (147586.010000 sec): 3 clusters
  Score: Raw -3818255.796937 + Penalty 3470.045144 = -3814785.751792
  nChanged 0
		SP:Iteration 30F (147586.450000 sec): 3 clusters
  Score: Raw -3818255.796937 + Penalty 3470.045144 = -3814785.751792
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 2 (7034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147586.560000 sec): 2 clusters
  Score: Raw -578045.760090 + Penalty 1439.508007 = -576606.252083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147586.790000 sec): 3 clusters
  Score: Raw -574189.533643 + Penalty 2879.016014 = -571310.517629
  nChanged 2968
		SP:Iteration 1F (147586.990000 sec): 3 clusters
  Score: Raw -575762.754253 + Penalty 2879.016014 = -572883.738238
  nChanged 497
		SP:Iteration 2F (147587.190000 sec): 3 clusters
  Score: Raw -576017.418403 + Penalty 2879.016014 = -573138.402389
  nChanged 390
		SP:Iteration 3F (147587.390000 sec): 3 clusters
  Score: Raw -576182.249365 + Penalty 2879.016014 = -573303.233351
  nChanged 290
		SP:Iteration 4Q (147587.590000 sec): 3 clusters
  Score: Raw -576300.180617 + Penalty 2879.016014 = -573421.164603
  nChanged 261
		SP:Iteration 5Q (147587.790000 sec): 3 clusters
  Score: Raw -576399.969564 + Penalty 2879.016014 = -573520.953550
  nChanged 223
		SP:Iteration 6Q (147587.990000 sec): 3 clusters
  Score: Raw -576485.726715 + Penalty 2879.016014 = -573606.710701
  nChanged 187
		SP:Iteration 7Q (147588.190000 sec): 3 clusters
  Score: Raw -576575.791480 + Penalty 2879.016014 = -573696.775466
  nChanged 211
		SP:Iteration 8Q (147588.380000 sec): 3 clusters
  Score: Raw -576679.670554 + Penalty 2879.016014 = -573800.654540
  nChanged 228
		SP:Iteration 9Q (147588.570000 sec): 3 clusters
  Score: Raw -576788.756539 + Penalty 2879.016014 = -573909.740525
  nChanged 202
		SP:Iteration 10Q (147588.760000 sec): 3 clusters
  Score: Raw -576907.436950 + Penalty 2879.016014 = -574028.420936
  nChanged 248
		SP:Iteration 11Q (147588.960000 sec): 3 clusters
  Score: Raw -577110.890685 + Penalty 2879.016014 = -574231.874671
  nChanged 280
		SP:Iteration 12Q (147589.160000 sec): 3 clusters
  Score: Raw -577365.780530 + Penalty 2879.016014 = -574486.764516
  nChanged 278
		SP:Iteration 13Q (147589.360000 sec): 3 clusters
  Score: Raw -577631.001543 + Penalty 2879.016014 = -574751.985529
  nChanged 305
		SP:Iteration 14Q (147589.560000 sec): 3 clusters
  Score: Raw -577946.098762 + Penalty 2879.016014 = -575067.082747
  nChanged 317
		SP:Iteration 15Q (147589.760000 sec): 3 clusters
  Score: Raw -578278.534614 + Penalty 2879.016014 = -575399.518600
  nChanged 287
		SP:Iteration 16Q (147589.960000 sec): 3 clusters
  Score: Raw -578617.983971 + Penalty 2879.016014 = -575738.967957
  nChanged 230
		SP:Iteration 17Q (147590.160000 sec): 3 clusters
  Score: Raw -578841.529007 + Penalty 2879.016014 = -575962.512993
  nChanged 158
		SP:Iteration 18Q (147590.350000 sec): 3 clusters
  Score: Raw -578978.998717 + Penalty 2879.016014 = -576099.982702
  nChanged 125
		SP:Iteration 19Q (147590.550000 sec): 3 clusters
  Score: Raw -579061.578704 + Penalty 2879.016014 = -576182.562690
  nChanged 88
		SP:Iteration 20F (147590.750000 sec): 3 clusters
  Score: Raw -579113.693563 + Penalty 2879.016014 = -576234.677549
  nChanged 72
		SP:Iteration 21Q (147590.950000 sec): 3 clusters
  Score: Raw -579143.580701 + Penalty 2879.016014 = -576264.564687
  nChanged 57
		SP:Iteration 22Q (147591.150000 sec): 3 clusters
  Score: Raw -579166.484215 + Penalty 2879.016014 = -576287.468201
  nChanged 49
		SP:Iteration 23Q (147591.350000 sec): 3 clusters
  Score: Raw -579186.077544 + Penalty 2879.016014 = -576307.061530
  nChanged 50
		SP:Iteration 24Q (147591.550000 sec): 3 clusters
  Score: Raw -579205.528324 + Penalty 2879.016014 = -576326.512310
  nChanged 46
		SP:Iteration 25Q (147591.750000 sec): 3 clusters
  Score: Raw -579221.828247 + Penalty 2879.016014 = -576342.812233
  nChanged 38
		SP:Iteration 26Q (147591.950000 sec): 3 clusters
  Score: Raw -579234.067927 + Penalty 2879.016014 = -576355.051913
  nChanged 25
		SP:Iteration 27Q (147592.140000 sec): 3 clusters
  Score: Raw -579240.545320 + Penalty 2879.016014 = -576361.529306
  nChanged 29
		SP:Iteration 28Q (147592.340000 sec): 3 clusters
  Score: Raw -579248.313887 + Penalty 2879.016014 = -576369.297873
  nChanged 27
		SP:Iteration 29Q (147592.540000 sec): 3 clusters
  Score: Raw -579259.061937 + Penalty 2879.016014 = -576380.045923
  nChanged 25
		SP:Iteration 30Q (147592.740000 sec): 3 clusters
  Score: Raw -579267.055134 + Penalty 2879.016014 = -576388.039120
  nChanged 23
		SP:Iteration 31Q (147592.940000 sec): 3 clusters
  Score: Raw -579273.837532 + Penalty 2879.016014 = -576394.821518
  nChanged 24
		SP:Iteration 32Q (147593.140000 sec): 3 clusters
  Score: Raw -579281.023050 + Penalty 2879.016014 = -576402.007036
  nChanged 25
		SP:Iteration 33Q (147593.340000 sec): 3 clusters
  Score: Raw -579288.691502 + Penalty 2879.016014 = -576409.675488
  nChanged 18
		SP:Iteration 34Q (147593.610000 sec): 3 clusters
  Score: Raw -579292.693821 + Penalty 2879.016014 = -576413.677807
  nChanged 9
		SP:Iteration 35Q (147593.750000 sec): 3 clusters
  Score: Raw -579294.445435 + Penalty 2879.016014 = -576415.429420
  nChanged 10
		SP:Iteration 36Q (147593.950000 sec): 3 clusters
  Score: Raw -579296.831971 + Penalty 2879.016014 = -576417.815957
  nChanged 7
		SP:Iteration 37Q (147594.150000 sec): 3 clusters
  Score: Raw -579298.459828 + Penalty 2879.016014 = -576419.443814
  nChanged 7
		SP:Iteration 38Q (147594.350000 sec): 3 clusters
  Score: Raw -579299.461093 + Penalty 2879.016014 = -576420.445079
  nChanged 4
		SP:Iteration 39Q (147594.540000 sec): 3 clusters
  Score: Raw -579300.050268 + Penalty 2879.016014 = -576421.034254
  nChanged 5
		SP:Iteration 40F (147594.740000 sec): 3 clusters
  Score: Raw -579301.093091 + Penalty 2879.016014 = -576422.077077
  nChanged 5
		SP:Iteration 41Q (147594.930000 sec): 3 clusters
  Score: Raw -579301.673243 + Penalty 2879.016014 = -576422.657229
  nChanged 3
		SP:Iteration 42Q (147595.130000 sec): 3 clusters
  Score: Raw -579302.072132 + Penalty 2879.016014 = -576423.056118
  nChanged 5
		SP:Iteration 43Q (147595.350000 sec): 3 clusters
  Score: Raw -579302.887657 + Penalty 2879.016014 = -576423.871643
  nChanged 8
		SP:Iteration 44Q (147595.570000 sec): 3 clusters
  Score: Raw -579304.516919 + Penalty 2879.016014 = -576425.500905
  nChanged 8
		SP:Iteration 45Q (147595.730000 sec): 3 clusters
  Score: Raw -579305.977866 + Penalty 2879.016014 = -576426.961852
  nChanged 4
		SP:Iteration 46Q (147595.930000 sec): 3 clusters
  Score: Raw -579306.697149 + Penalty 2879.016014 = -576427.681135
  nChanged 2
		SP:Iteration 47Q (147596.140000 sec): 3 clusters
  Score: Raw -579307.006610 + Penalty 2879.016014 = -576427.990596
  nChanged 1
		SP:Iteration 48Q (147596.330000 sec): 3 clusters
  Score: Raw -579307.102576 + Penalty 2879.016014 = -576428.086562
  nChanged 1
		SP:Iteration 49Q (147596.530000 sec): 3 clusters
  Score: Raw -579307.198019 + Penalty 2879.016014 = -576428.182005
  nChanged 2
		SP:Iteration 50Q (147596.730000 sec): 3 clusters
  Score: Raw -579307.615543 + Penalty 2879.016014 = -576428.599529
  nChanged 0
		SP:Iteration 51F (147596.930000 sec): 3 clusters
  Score: Raw -579307.615543 + Penalty 2879.016014 = -576428.599529
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 3 (10916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147597.060000 sec): 2 clusters
  Score: Raw -915828.823282 + Penalty 1510.922543 = -914317.900739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147597.390000 sec): 3 clusters
  Score: Raw -909594.433412 + Penalty 3021.845087 = -906572.588325
  nChanged 4788
		SP:Iteration 1F (147597.610000 sec): 3 clusters
  Score: Raw -912514.317620 + Penalty 3021.845087 = -909492.472534
  nChanged 862
		SP:Iteration 2F (147597.860000 sec): 3 clusters
  Score: Raw -913214.560214 + Penalty 3021.845087 = -910192.715128
  nChanged 835
		SP:Iteration 3F (147598.120000 sec): 3 clusters
  Score: Raw -914066.427055 + Penalty 3021.845087 = -911044.581969
  nChanged 857
		SP:Iteration 4F (147598.330000 sec): 3 clusters
  Score: Raw -915016.525985 + Penalty 3021.845087 = -911994.680899
  nChanged 913
		SP:Iteration 5F (147598.570000 sec): 3 clusters
  Score: Raw -915974.308794 + Penalty 3021.845087 = -912952.463708
  nChanged 781
		SP:Iteration 6F (147598.770000 sec): 3 clusters
  Score: Raw -916646.629968 + Penalty 3021.845087 = -913624.784881
  nChanged 555
		SP:Iteration 7F (147599.030000 sec): 3 clusters
  Score: Raw -917013.293692 + Penalty 3021.845087 = -913991.448605
  nChanged 346
		SP:Iteration 8Q (147599.240000 sec): 3 clusters
  Score: Raw -917193.300875 + Penalty 3021.845087 = -914171.455789
  nChanged 244
		SP:Iteration 9Q (147599.510000 sec): 3 clusters
  Score: Raw -917300.698721 + Penalty 3021.845087 = -914278.853634
  nChanged 174
		SP:Iteration 10Q (147599.760000 sec): 3 clusters
  Score: Raw -917378.526277 + Penalty 3021.845087 = -914356.681191
  nChanged 147
		SP:Iteration 11Q (147600.020000 sec): 3 clusters
  Score: Raw -917444.800040 + Penalty 3021.845087 = -914422.954953
  nChanged 139
		SP:Iteration 12Q (147600.230000 sec): 3 clusters
  Score: Raw -917508.066204 + Penalty 3021.845087 = -914486.221118
  nChanged 108
		SP:Iteration 13Q (147600.440000 sec): 3 clusters
  Score: Raw -917567.716323 + Penalty 3021.845087 = -914545.871237
  nChanged 125
		SP:Iteration 14Q (147600.720000 sec): 3 clusters
  Score: Raw -917666.609470 + Penalty 3021.845087 = -914644.764384
  nChanged 170
		SP:Iteration 15Q (147600.920000 sec): 3 clusters
  Score: Raw -917805.900314 + Penalty 3021.845087 = -914784.055227
  nChanged 168
		SP:Iteration 16Q (147601.120000 sec): 3 clusters
  Score: Raw -917921.763109 + Penalty 3021.845087 = -914899.918022
  nChanged 148
		SP:Iteration 17Q (147601.340000 sec): 3 clusters
  Score: Raw -917998.545535 + Penalty 3021.845087 = -914976.700449
  nChanged 111
		SP:Iteration 18Q (147601.590000 sec): 3 clusters
  Score: Raw -918047.630611 + Penalty 3021.845087 = -915025.785525
  nChanged 89
		SP:Iteration 19Q (147601.800000 sec): 3 clusters
  Score: Raw -918077.309723 + Penalty 3021.845087 = -915055.464637
  nChanged 51
		SP:Iteration 20F (147602.040000 sec): 3 clusters
  Score: Raw -918091.139468 + Penalty 3021.845087 = -915069.294381
  nChanged 35
		SP:Iteration 21Q (147602.310000 sec): 3 clusters
  Score: Raw -918097.249887 + Penalty 3021.845087 = -915075.404800
  nChanged 25
		SP:Iteration 22Q (147602.470000 sec): 3 clusters
  Score: Raw -918101.334535 + Penalty 3021.845087 = -915079.489449
  nChanged 17
		SP:Iteration 23Q (147602.670000 sec): 3 clusters
  Score: Raw -918103.858607 + Penalty 3021.845087 = -915082.013521
  nChanged 14
		SP:Iteration 24Q (147602.900000 sec): 3 clusters
  Score: Raw -918105.838785 + Penalty 3021.845087 = -915083.993699
  nChanged 11
		SP:Iteration 25Q (147603.180000 sec): 3 clusters
  Score: Raw -918107.227845 + Penalty 3021.845087 = -915085.382759
  nChanged 8
		SP:Iteration 26Q (147603.340000 sec): 3 clusters
  Score: Raw -918108.400325 + Penalty 3021.845087 = -915086.555238
  nChanged 9
		SP:Iteration 27Q (147603.540000 sec): 3 clusters
  Score: Raw -918109.362667 + Penalty 3021.845087 = -915087.517580
  nChanged 10
		SP:Iteration 28Q (147603.810000 sec): 3 clusters
  Score: Raw -918110.560174 + Penalty 3021.845087 = -915088.715088
  nChanged 10
		SP:Iteration 29Q (147604.060000 sec): 3 clusters
  Score: Raw -918111.494113 + Penalty 3021.845087 = -915089.649027
  nChanged 4
		SP:Iteration 30Q (147604.360000 sec): 3 clusters
  Score: Raw -918111.783757 + Penalty 3021.845087 = -915089.938670
  nChanged 0
		SP:Iteration 31F (147604.590000 sec): 3 clusters
  Score: Raw -918111.783757 + Penalty 3021.845087 = -915089.938670
  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 10.71 GB.

 Trying to split cluster 4 (17717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147604.760000 sec): 2 clusters
  Score: Raw -1693460.881650 + Penalty 1589.620485 = -1691871.261164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147605.040000 sec): 3 clusters
  Score: Raw -1682706.692644 + Penalty 3179.240971 = -1679527.451673
  nChanged 8047
		SP:Iteration 1F (147605.300000 sec): 3 clusters
  Score: Raw -1687080.289697 + Penalty 3179.240971 = -1683901.048726
  nChanged 862
		SP:Iteration 2Q (147605.560000 sec): 3 clusters
  Score: Raw -1687366.913887 + Penalty 3179.240971 = -1684187.672916
  nChanged 742
		SP:Iteration 3Q (147605.840000 sec): 3 clusters
  Score: Raw -1687613.108143 + Penalty 3179.240971 = -1684433.867173
  nChanged 668
		SP:Iteration 4Q (147606.130000 sec): 3 clusters
  Score: Raw -1687853.712613 + Penalty 3179.240971 = -1684674.471642
  nChanged 694
		SP:Iteration 5Q (147606.410000 sec): 3 clusters
  Score: Raw -1688140.293881 + Penalty 3179.240971 = -1684961.052911
  nChanged 748
		SP:Iteration 6Q (147606.680000 sec): 3 clusters
  Score: Raw -1688484.495566 + Penalty 3179.240971 = -1685305.254595
  nChanged 870
		SP:Iteration 7Q (147606.960000 sec): 3 clusters
  Score: Raw -1688973.636828 + Penalty 3179.240971 = -1685794.395857
  nChanged 1004
		SP:Iteration 8F (147607.230000 sec): 3 clusters
  Score: Raw -1689634.276896 + Penalty 3179.240971 = -1686455.035926
  nChanged 1113
		SP:Iteration 9F (147607.520000 sec): 3 clusters
  Score: Raw -1690477.426456 + Penalty 3179.240971 = -1687298.185485
  nChanged 1134
		SP:Iteration 10F (147607.800000 sec): 3 clusters
  Score: Raw -1691474.043567 + Penalty 3179.240971 = -1688294.802596
  nChanged 956
		SP:Iteration 11F (147608.070000 sec): 3 clusters
  Score: Raw -1692385.712408 + Penalty 3179.240971 = -1689206.471438
  nChanged 642
		SP:Iteration 12Q (147608.310000 sec): 3 clusters
  Score: Raw -1693020.526722 + Penalty 3179.240971 = -1689841.285752
  nChanged 302
		SP:Iteration 13Q (147608.570000 sec): 3 clusters
  Score: Raw -1693314.817296 + Penalty 3179.240971 = -1690135.576326
  nChanged 135
		SP:Iteration 14Q (147608.810000 sec): 3 clusters
  Score: Raw -1693450.951926 + Penalty 3179.240971 = -1690271.710956
  nChanged 63
		SP:Iteration 15Q (147609.070000 sec): 3 clusters
  Score: Raw -1693533.427217 + Penalty 3179.240971 = -1690354.186246
  nChanged 32
		SP:Iteration 16Q (147609.350000 sec): 3 clusters
  Score: Raw -1693575.210912 + Penalty 3179.240971 = -1690395.969942
  nChanged 16
		SP:Iteration 17Q (147609.640000 sec): 3 clusters
  Score: Raw -1693594.147325 + Penalty 3179.240971 = -1690414.906355
  nChanged 13
		SP:Iteration 18Q (147609.870000 sec): 3 clusters
  Score: Raw -1693612.119526 + Penalty 3179.240971 = -1690432.878555
  nChanged 9
		SP:Iteration 19Q (147610.120000 sec): 3 clusters
  Score: Raw -1693628.990997 + Penalty 3179.240971 = -1690449.750026
  nChanged 8
		SP:Iteration 20F (147610.390000 sec): 3 clusters
  Score: Raw -1693641.262751 + Penalty 3179.240971 = -1690462.021781
  nChanged 7
		SP:Iteration 21Q (147610.610000 sec): 3 clusters
  Score: Raw -1693657.800305 + Penalty 3179.240971 = -1690478.559334
  nChanged 6
		SP:Iteration 22Q (147610.880000 sec): 3 clusters
  Score: Raw -1693666.655541 + Penalty 3179.240971 = -1690487.414571
  nChanged 3
		SP:Iteration 23Q (147611.170000 sec): 3 clusters
  Score: Raw -1693670.419943 + Penalty 3179.240971 = -1690491.178972
  nChanged 2
		SP:Iteration 24Q (147611.460000 sec): 3 clusters
  Score: Raw -1693674.961967 + Penalty 3179.240971 = -1690495.720996
  nChanged 4
		SP:Iteration 25Q (147611.730000 sec): 3 clusters
  Score: Raw -1693683.128046 + Penalty 3179.240971 = -1690503.887076
  nChanged 2
		SP:Iteration 26Q (147612.000000 sec): 3 clusters
  Score: Raw -1693685.613257 + Penalty 3179.240971 = -1690506.372286
  nChanged 1
		SP:Iteration 27Q (147612.260000 sec): 3 clusters
  Score: Raw -1693687.185095 + Penalty 3179.240971 = -1690507.944125
  nChanged 1
		SP:Iteration 28Q (147612.530000 sec): 3 clusters
  Score: Raw -1693688.290159 + Penalty 3179.240971 = -1690509.049188
  nChanged 0
		SP:Iteration 29F (147612.810000 sec): 3 clusters
  Score: Raw -1693688.290159 + Penalty 3179.240971 = -1690509.049188
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 5 (163570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147613.640000 sec): 2 clusters
  Score: Raw -14006145.277690 + Penalty 1950.811901 = -14004194.465789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147614.810000 sec): 3 clusters
  Score: Raw -13898328.212111 + Penalty 3901.623801 = -13894426.588310
  nChanged 79007
		SP:Iteration 1F (147615.940000 sec): 3 clusters
  Score: Raw -13944914.872719 + Penalty 3901.623801 = -13941013.248918
  nChanged 5930
		SP:Iteration 2Q (147617.260000 sec): 3 clusters
  Score: Raw -13946719.569999 + Penalty 3901.623801 = -13942817.946197
  nChanged 7199
		SP:Iteration 3Q (147618.600000 sec): 3 clusters
  Score: Raw -13949474.590934 + Penalty 3901.623801 = -13945572.967132
  nChanged 8858
		SP:Iteration 4F (147619.750000 sec): 3 clusters
  Score: Raw -13953652.107303 + Penalty 3901.623801 = -13949750.483501
  nChanged 10490
		SP:Iteration 5F (147620.970000 sec): 3 clusters
  Score: Raw -13959161.680941 + Penalty 3901.623801 = -13955260.057139
  nChanged 11068
		SP:Iteration 6F (147622.130000 sec): 3 clusters
  Score: Raw -13965153.736743 + Penalty 3901.623801 = -13961252.112942
  nChanged 10560
		SP:Iteration 7F (147623.310000 sec): 3 clusters
  Score: Raw -13970618.205636 + Penalty 3901.623801 = -13966716.581834
  nChanged 9053
		SP:Iteration 8F (147624.540000 sec): 3 clusters
  Score: Raw -13975035.628620 + Penalty 3901.623801 = -13971134.004819
  nChanged 7686
		SP:Iteration 9Q (147625.860000 sec): 3 clusters
  Score: Raw -13978796.246420 + Penalty 3901.623801 = -13974894.622619
  nChanged 6892
		SP:Iteration 10Q (147627.150000 sec): 3 clusters
  Score: Raw -13982521.400602 + Penalty 3901.623801 = -13978619.776801
  nChanged 6762
		SP:Iteration 11Q (147628.450000 sec): 3 clusters
  Score: Raw -13986710.605132 + Penalty 3901.623801 = -13982808.981331
  nChanged 6464
		SP:Iteration 12Q (147629.810000 sec): 3 clusters
  Score: Raw -13991245.134636 + Penalty 3901.623801 = -13987343.510834
  nChanged 5750
		SP:Iteration 13Q (147631.080000 sec): 3 clusters
  Score: Raw -13995645.996796 + Penalty 3901.623801 = -13991744.372994
  nChanged 4738
		SP:Iteration 14Q (147632.350000 sec): 3 clusters
  Score: Raw -13999385.793331 + Penalty 3901.623801 = -13995484.169530
  nChanged 3530
		SP:Iteration 15Q (147633.580000 sec): 3 clusters
  Score: Raw -14002105.068305 + Penalty 3901.623801 = -13998203.444504
  nChanged 2439
		SP:Iteration 16Q (147634.810000 sec): 3 clusters
  Score: Raw -14003916.959184 + Penalty 3901.623801 = -14000015.335383
  nChanged 1531
		SP:Iteration 17Q (147636.030000 sec): 3 clusters
  Score: Raw -14004983.285183 + Penalty 3901.623801 = -14001081.661382
  nChanged 906
		SP:Iteration 18Q (147637.250000 sec): 3 clusters
  Score: Raw -14005575.121526 + Penalty 3901.623801 = -14001673.497724
  nChanged 552
		SP:Iteration 19Q (147638.480000 sec): 3 clusters
  Score: Raw -14005936.855943 + Penalty 3901.623801 = -14002035.232141
  nChanged 309
		SP:Iteration 20F (147639.690000 sec): 3 clusters
  Score: Raw -14006149.358252 + Penalty 3901.623801 = -14002247.734450
  nChanged 195
		SP:Iteration 21Q (147640.900000 sec): 3 clusters
  Score: Raw -14006284.440894 + Penalty 3901.623801 = -14002382.817092
  nChanged 132
		SP:Iteration 22Q (147642.120000 sec): 3 clusters
  Score: Raw -14006373.141852 + Penalty 3901.623801 = -14002471.518050
  nChanged 90
		SP:Iteration 23Q (147643.340000 sec): 3 clusters
  Score: Raw -14006442.142767 + Penalty 3901.623801 = -14002540.518966
  nChanged 76
		SP:Iteration 24Q (147644.560000 sec): 3 clusters
  Score: Raw -14006488.482667 + Penalty 3901.623801 = -14002586.858866
  nChanged 62
		SP:Iteration 25Q (147645.810000 sec): 3 clusters
  Score: Raw -14006523.448572 + Penalty 3901.623801 = -14002621.824771
  nChanged 51
		SP:Iteration 26Q (147647.040000 sec): 3 clusters
  Score: Raw -14006551.068968 + Penalty 3901.623801 = -14002649.445166
  nChanged 40
		SP:Iteration 27Q (147648.270000 sec): 3 clusters
  Score: Raw -14006576.671527 + Penalty 3901.623801 = -14002675.047725
  nChanged 40
		SP:Iteration 28Q (147649.460000 sec): 3 clusters
  Score: Raw -14006599.602993 + Penalty 3901.623801 = -14002697.979192
  nChanged 33
		SP:Iteration 29Q (147650.640000 sec): 3 clusters
  Score: Raw -14006616.291817 + Penalty 3901.623801 = -14002714.668016
  nChanged 26
		SP:Iteration 30Q (147651.820000 sec): 3 clusters
  Score: Raw -14006631.965862 + Penalty 3901.623801 = -14002730.342060
  nChanged 24
		SP:Iteration 31Q (147653.050000 sec): 3 clusters
  Score: Raw -14006648.523711 + Penalty 3901.623801 = -14002746.899910
  nChanged 29
		SP:Iteration 32Q (147654.290000 sec): 3 clusters
  Score: Raw -14006663.249570 + Penalty 3901.623801 = -14002761.625769
  nChanged 22
		SP:Iteration 33Q (147655.520000 sec): 3 clusters
  Score: Raw -14006673.630974 + Penalty 3901.623801 = -14002772.007173
  nChanged 23
		SP:Iteration 34Q (147656.760000 sec): 3 clusters
  Score: Raw -14006682.941297 + Penalty 3901.623801 = -14002781.317495
  nChanged 23
		SP:Iteration 35Q (147658.000000 sec): 3 clusters
  Score: Raw -14006694.968720 + Penalty 3901.623801 = -14002793.344918
  nChanged 25
		SP:Iteration 36Q (147659.210000 sec): 3 clusters
  Score: Raw -14006710.625999 + Penalty 3901.623801 = -14002809.002198
  nChanged 25
		SP:Iteration 37Q (147660.430000 sec): 3 clusters
  Score: Raw -14006722.384532 + Penalty 3901.623801 = -14002820.760731
  nChanged 25
		SP:Iteration 38Q (147661.600000 sec): 3 clusters
  Score: Raw -14006733.358768 + Penalty 3901.623801 = -14002831.734967
  nChanged 22
		SP:Iteration 39Q (147662.750000 sec): 3 clusters
  Score: Raw -14006744.411722 + Penalty 3901.623801 = -14002842.787920
  nChanged 24
		SP:Iteration 40F (147663.920000 sec): 3 clusters
  Score: Raw -14006762.045606 + Penalty 3901.623801 = -14002860.421805
  nChanged 27
		SP:Iteration 41Q (147665.130000 sec): 3 clusters
  Score: Raw -14006779.144376 + Penalty 3901.623801 = -14002877.520574
  nChanged 31
		SP:Iteration 42Q (147666.300000 sec): 3 clusters
  Score: Raw -14006797.790346 + Penalty 3901.623801 = -14002896.166545
  nChanged 27
		SP:Iteration 43Q (147667.500000 sec): 3 clusters
  Score: Raw -14006812.729666 + Penalty 3901.623801 = -14002911.105864
  nChanged 22
		SP:Iteration 44Q (147668.720000 sec): 3 clusters
  Score: Raw -14006824.495199 + Penalty 3901.623801 = -14002922.871397
  nChanged 24
		SP:Iteration 45Q (147669.890000 sec): 3 clusters
  Score: Raw -14006839.046630 + Penalty 3901.623801 = -14002937.422829
  nChanged 18
		SP:Iteration 46Q (147671.090000 sec): 3 clusters
  Score: Raw -14006849.850992 + Penalty 3901.623801 = -14002948.227190
  nChanged 24
		SP:Iteration 47Q (147672.290000 sec): 3 clusters
  Score: Raw -14006864.116067 + Penalty 3901.623801 = -14002962.492266
  nChanged 22
		SP:Iteration 48Q (147673.500000 sec): 3 clusters
  Score: Raw -14006874.429652 + Penalty 3901.623801 = -14002972.805851
  nChanged 22
		SP:Iteration 49Q (147674.730000 sec): 3 clusters
  Score: Raw -14006886.222379 + Penalty 3901.623801 = -14002984.598577
  nChanged 21
		SP:Iteration 50Q (147675.970000 sec): 3 clusters
  Score: Raw -14006897.459324 + Penalty 3901.623801 = -14002995.835523
  nChanged 19
		SP:Iteration 51Q (147677.190000 sec): 3 clusters
  Score: Raw -14006905.252936 + Penalty 3901.623801 = -14003003.629135
  nChanged 16
		SP:Iteration 52Q (147678.420000 sec): 3 clusters
  Score: Raw -14006913.719342 + Penalty 3901.623801 = -14003012.095541
  nChanged 13
		SP:Iteration 53Q (147679.610000 sec): 3 clusters
  Score: Raw -14006919.560121 + Penalty 3901.623801 = -14003017.936320
  nChanged 13
		SP:Iteration 54Q (147680.850000 sec): 3 clusters
  Score: Raw -14006926.169904 + Penalty 3901.623801 = -14003024.546102
  nChanged 15
		SP:Iteration 55Q (147682.110000 sec): 3 clusters
  Score: Raw -14006934.846977 + Penalty 3901.623801 = -14003033.223176
  nChanged 20
		SP:Iteration 56Q (147683.390000 sec): 3 clusters
  Score: Raw -14006943.595998 + Penalty 3901.623801 = -14003041.972197
  nChanged 20
		SP:Iteration 57Q (147684.660000 sec): 3 clusters
  Score: Raw -14006953.744738 + Penalty 3901.623801 = -14003052.120937
  nChanged 19
		SP:Iteration 58Q (147685.900000 sec): 3 clusters
  Score: Raw -14006962.430499 + Penalty 3901.623801 = -14003060.806698
  nChanged 19
		SP:Iteration 59Q (147687.160000 sec): 3 clusters
  Score: Raw -14006970.576518 + Penalty 3901.623801 = -14003068.952716
  nChanged 20
		SP:Iteration 60F (147688.390000 sec): 3 clusters
  Score: Raw -14006977.964419 + Penalty 3901.623801 = -14003076.340618
  nChanged 11
		SP:Iteration 61Q (147689.610000 sec): 3 clusters
  Score: Raw -14006982.342421 + Penalty 3901.623801 = -14003080.718620
  nChanged 14
		SP:Iteration 62Q (147690.830000 sec): 3 clusters
  Score: Raw -14006988.564747 + Penalty 3901.623801 = -14003086.940946
  nChanged 11
		SP:Iteration 63Q (147692.090000 sec): 3 clusters
  Score: Raw -14006993.594380 + Penalty 3901.623801 = -14003091.970579
  nChanged 10
		SP:Iteration 64Q (147693.370000 sec): 3 clusters
  Score: Raw -14006997.387812 + Penalty 3901.623801 = -14003095.764011
  nChanged 6
		SP:Iteration 65Q (147694.590000 sec): 3 clusters
  Score: Raw -14006999.034729 + Penalty 3901.623801 = -14003097.410928
  nChanged 3
		SP:Iteration 66Q (147695.860000 sec): 3 clusters
  Score: Raw -14007000.040955 + Penalty 3901.623801 = -14003098.417154
  nChanged 3
		SP:Iteration 67Q (147697.080000 sec): 3 clusters
  Score: Raw -14007001.178595 + Penalty 3901.623801 = -14003099.554793
  nChanged 3
		SP:Iteration 68Q (147698.390000 sec): 3 clusters
  Score: Raw -14007002.396589 + Penalty 3901.623801 = -14003100.772788
  nChanged 5
		SP:Iteration 69Q (147699.680000 sec): 3 clusters
  Score: Raw -14007004.424195 + Penalty 3901.623801 = -14003102.800394
  nChanged 5
		SP:Iteration 70Q (147700.990000 sec): 3 clusters
  Score: Raw -14007006.143628 + Penalty 3901.623801 = -14003104.519826
  nChanged 8
		SP:Iteration 71Q (147702.270000 sec): 3 clusters
  Score: Raw -14007008.567400 + Penalty 3901.623801 = -14003106.943599
  nChanged 11
		SP:Iteration 72Q (147703.590000 sec): 3 clusters
  Score: Raw -14007011.972860 + Penalty 3901.623801 = -14003110.349059
  nChanged 8
		SP:Iteration 73Q (147704.870000 sec): 3 clusters
  Score: Raw -14007014.218983 + Penalty 3901.623801 = -14003112.595182
  nChanged 3
		SP:Iteration 74Q (147706.130000 sec): 3 clusters
  Score: Raw -14007015.368140 + Penalty 3901.623801 = -14003113.744338
  nChanged 3
		SP:Iteration 75Q (147707.480000 sec): 3 clusters
  Score: Raw -14007016.209439 + Penalty 3901.623801 = -14003114.585638
  nChanged 4
		SP:Iteration 76Q (147708.780000 sec): 3 clusters
  Score: Raw -14007016.979106 + Penalty 3901.623801 = -14003115.355304
  nChanged 4
		SP:Iteration 77Q (147710.060000 sec): 3 clusters
  Score: Raw -14007018.423554 + Penalty 3901.623801 = -14003116.799752
  nChanged 5
		SP:Iteration 78Q (147711.380000 sec): 3 clusters
  Score: Raw -14007020.102510 + Penalty 3901.623801 = -14003118.478709
  nChanged 7
		SP:Iteration 79Q (147712.580000 sec): 3 clusters
  Score: Raw -14007023.001165 + Penalty 3901.623801 = -14003121.377364
  nChanged 4
		SP:Iteration 80F (147713.790000 sec): 3 clusters
  Score: Raw -14007023.899254 + Penalty 3901.623801 = -14003122.275452
  nChanged 2
		SP:Iteration 81Q (147715.080000 sec): 3 clusters
  Score: Raw -14007024.647366 + Penalty 3901.623801 = -14003123.023564
  nChanged 2
		SP:Iteration 82Q (147716.260000 sec): 3 clusters
  Score: Raw -14007025.325313 + Penalty 3901.623801 = -14003123.701511
  nChanged 2
		SP:Iteration 83Q (147717.490000 sec): 3 clusters
  Score: Raw -14007026.059198 + Penalty 3901.623801 = -14003124.435396
  nChanged 2
		SP:Iteration 84Q (147718.720000 sec): 3 clusters
  Score: Raw -14007026.601870 + Penalty 3901.623801 = -14003124.978069
  nChanged 1
		SP:Iteration 85Q (147720.040000 sec): 3 clusters
  Score: Raw -14007027.064345 + Penalty 3901.623801 = -14003125.440543
  nChanged 3
		SP:Iteration 86Q (147721.210000 sec): 3 clusters
  Score: Raw -14007027.911239 + Penalty 3901.623801 = -14003126.287437
  nChanged 3
		SP:Iteration 87Q (147722.480000 sec): 3 clusters
  Score: Raw -14007028.864807 + Penalty 3901.623801 = -14003127.241006
  nChanged 2
		SP:Iteration 88Q (147723.760000 sec): 3 clusters
  Score: Raw -14007029.465632 + Penalty 3901.623801 = -14003127.841830
  nChanged 2
		SP:Iteration 89Q (147725.040000 sec): 3 clusters
  Score: Raw -14007030.167669 + Penalty 3901.623801 = -14003128.543868
  nChanged 0
		SP:Iteration 90F (147726.280000 sec): 3 clusters
  Score: Raw -14007030.167669 + Penalty 3901.623801 = -14003128.543868
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 6 (28193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147726.520000 sec): 2 clusters
  Score: Raw -2307019.466266 + Penalty 1665.109712 = -2305354.356554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147726.890000 sec): 3 clusters
  Score: Raw -2289601.100649 + Penalty 3330.219425 = -2286270.881224
  nChanged 12955
		SP:Iteration 1F (147727.220000 sec): 3 clusters
  Score: Raw -2297289.404385 + Penalty 3330.219425 = -2293959.184960
  nChanged 1846
		SP:Iteration 2F (147727.580000 sec): 3 clusters
  Score: Raw -2298291.285738 + Penalty 3330.219425 = -2294961.066313
  nChanged 2018
		SP:Iteration 3F (147727.890000 sec): 3 clusters
  Score: Raw -2299692.393998 + Penalty 3330.219425 = -2296362.174573
  nChanged 2204
		SP:Iteration 4F (147728.240000 sec): 3 clusters
  Score: Raw -2301413.334746 + Penalty 3330.219425 = -2298083.115321
  nChanged 2079
		SP:Iteration 5F (147728.590000 sec): 3 clusters
  Score: Raw -2303094.630505 + Penalty 3330.219425 = -2299764.411081
  nChanged 1724
		SP:Iteration 6F (147728.930000 sec): 3 clusters
  Score: Raw -2304440.584332 + Penalty 3330.219425 = -2301110.364907
  nChanged 1265
		SP:Iteration 7Q (147729.250000 sec): 3 clusters
  Score: Raw -2305358.410803 + Penalty 3330.219425 = -2302028.191378
  nChanged 920
		SP:Iteration 8Q (147729.630000 sec): 3 clusters
  Score: Raw -2305998.148545 + Penalty 3330.219425 = -2302667.929120
  nChanged 646
		SP:Iteration 9Q (147729.960000 sec): 3 clusters
  Score: Raw -2306405.437769 + Penalty 3330.219425 = -2303075.218344
  nChanged 475
		SP:Iteration 10Q (147730.320000 sec): 3 clusters
  Score: Raw -2306684.090440 + Penalty 3330.219425 = -2303353.871015
  nChanged 372
		SP:Iteration 11Q (147730.670000 sec): 3 clusters
  Score: Raw -2306867.031602 + Penalty 3330.219425 = -2303536.812177
  nChanged 275
		SP:Iteration 12Q (147731.020000 sec): 3 clusters
  Score: Raw -2306988.691853 + Penalty 3330.219425 = -2303658.472428
  nChanged 222
		SP:Iteration 13Q (147731.380000 sec): 3 clusters
  Score: Raw -2307072.535628 + Penalty 3330.219425 = -2303742.316203
  nChanged 156
		SP:Iteration 14Q (147731.700000 sec): 3 clusters
  Score: Raw -2307124.764078 + Penalty 3330.219425 = -2303794.544653
  nChanged 119
		SP:Iteration 15Q (147732.050000 sec): 3 clusters
  Score: Raw -2307162.847134 + Penalty 3330.219425 = -2303832.627709
  nChanged 112
		SP:Iteration 16Q (147732.430000 sec): 3 clusters
  Score: Raw -2307198.596024 + Penalty 3330.219425 = -2303868.376600
  nChanged 112
		SP:Iteration 17Q (147732.750000 sec): 3 clusters
  Score: Raw -2307236.725890 + Penalty 3330.219425 = -2303906.506466
  nChanged 117
		SP:Iteration 18Q (147733.100000 sec): 3 clusters
  Score: Raw -2307275.623487 + Penalty 3330.219425 = -2303945.404063
  nChanged 105
		SP:Iteration 19Q (147733.460000 sec): 3 clusters
  Score: Raw -2307307.884314 + Penalty 3330.219425 = -2303977.664889
  nChanged 82
		SP:Iteration 20F (147733.820000 sec): 3 clusters
  Score: Raw -2307333.828003 + Penalty 3330.219425 = -2304003.608579
  nChanged 83
		SP:Iteration 21Q (147734.170000 sec): 3 clusters
  Score: Raw -2307361.158865 + Penalty 3330.219425 = -2304030.939440
  nChanged 75
		SP:Iteration 22Q (147734.520000 sec): 3 clusters
  Score: Raw -2307384.377528 + Penalty 3330.219425 = -2304054.158103
  nChanged 64
		SP:Iteration 23Q (147734.880000 sec): 3 clusters
  Score: Raw -2307403.116632 + Penalty 3330.219425 = -2304072.897207
  nChanged 62
		SP:Iteration 24Q (147735.230000 sec): 3 clusters
  Score: Raw -2307420.437050 + Penalty 3330.219425 = -2304090.217626
  nChanged 58
		SP:Iteration 25Q (147735.560000 sec): 3 clusters
  Score: Raw -2307434.623851 + Penalty 3330.219425 = -2304104.404426
  nChanged 40
		SP:Iteration 26Q (147735.910000 sec): 3 clusters
  Score: Raw -2307443.449796 + Penalty 3330.219425 = -2304113.230371
  nChanged 33
		SP:Iteration 27Q (147736.270000 sec): 3 clusters
  Score: Raw -2307452.731513 + Penalty 3330.219425 = -2304122.512088
  nChanged 31
		SP:Iteration 28Q (147736.640000 sec): 3 clusters
  Score: Raw -2307460.838037 + Penalty 3330.219425 = -2304130.618612
  nChanged 26
		SP:Iteration 29Q (147736.970000 sec): 3 clusters
  Score: Raw -2307470.138658 + Penalty 3330.219425 = -2304139.919234
  nChanged 32
		SP:Iteration 30Q (147737.320000 sec): 3 clusters
  Score: Raw -2307481.638467 + Penalty 3330.219425 = -2304151.419042
  nChanged 29
		SP:Iteration 31Q (147737.740000 sec): 3 clusters
  Score: Raw -2307491.198319 + Penalty 3330.219425 = -2304160.978894
  nChanged 18
		SP:Iteration 32Q (147738.050000 sec): 3 clusters
  Score: Raw -2307497.243385 + Penalty 3330.219425 = -2304167.023960
  nChanged 23
		SP:Iteration 33Q (147738.390000 sec): 3 clusters
  Score: Raw -2307503.504222 + Penalty 3330.219425 = -2304173.284798
  nChanged 17
		SP:Iteration 34Q (147738.750000 sec): 3 clusters
  Score: Raw -2307508.043533 + Penalty 3330.219425 = -2304177.824108
  nChanged 14
		SP:Iteration 35Q (147739.110000 sec): 3 clusters
  Score: Raw -2307510.929368 + Penalty 3330.219425 = -2304180.709944
  nChanged 14
		SP:Iteration 36Q (147739.470000 sec): 3 clusters
  Score: Raw -2307514.019526 + Penalty 3330.219425 = -2304183.800102
  nChanged 14
		SP:Iteration 37Q (147739.830000 sec): 3 clusters
  Score: Raw -2307517.709557 + Penalty 3330.219425 = -2304187.490132
  nChanged 13
		SP:Iteration 38Q (147740.180000 sec): 3 clusters
  Score: Raw -2307520.395461 + Penalty 3330.219425 = -2304190.176037
  nChanged 14
		SP:Iteration 39Q (147740.550000 sec): 3 clusters
  Score: Raw -2307523.801641 + Penalty 3330.219425 = -2304193.582216
  nChanged 13
		SP:Iteration 40F (147740.900000 sec): 3 clusters
  Score: Raw -2307527.363657 + Penalty 3330.219425 = -2304197.144232
  nChanged 14
		SP:Iteration 41Q (147741.250000 sec): 3 clusters
  Score: Raw -2307532.702220 + Penalty 3330.219425 = -2304202.482795
  nChanged 19
		SP:Iteration 42Q (147741.630000 sec): 3 clusters
  Score: Raw -2307536.035503 + Penalty 3330.219425 = -2304205.816078
  nChanged 8
		SP:Iteration 43Q (147741.990000 sec): 3 clusters
  Score: Raw -2307537.902218 + Penalty 3330.219425 = -2304207.682793
  nChanged 6
		SP:Iteration 44Q (147742.340000 sec): 3 clusters
  Score: Raw -2307539.134110 + Penalty 3330.219425 = -2304208.914685
  nChanged 7
		SP:Iteration 45Q (147742.730000 sec): 3 clusters
  Score: Raw -2307540.459532 + Penalty 3330.219425 = -2304210.240107
  nChanged 5
		SP:Iteration 46Q (147743.050000 sec): 3 clusters
  Score: Raw -2307541.081604 + Penalty 3330.219425 = -2304210.862179
  nChanged 4
		SP:Iteration 47Q (147743.410000 sec): 3 clusters
  Score: Raw -2307541.790329 + Penalty 3330.219425 = -2304211.570905
  nChanged 2
		SP:Iteration 48Q (147743.750000 sec): 3 clusters
  Score: Raw -2307542.536579 + Penalty 3330.219425 = -2304212.317155
  nChanged 5
		SP:Iteration 49Q (147744.110000 sec): 3 clusters
  Score: Raw -2307543.634254 + Penalty 3330.219425 = -2304213.414830
  nChanged 8
		SP:Iteration 50Q (147744.430000 sec): 3 clusters
  Score: Raw -2307545.912626 + Penalty 3330.219425 = -2304215.693201
  nChanged 12
		SP:Iteration 51Q (147744.810000 sec): 3 clusters
  Score: Raw -2307548.292957 + Penalty 3330.219425 = -2304218.073532
  nChanged 8
		SP:Iteration 52Q (147745.150000 sec): 3 clusters
  Score: Raw -2307551.678362 + Penalty 3330.219425 = -2304221.458937
  nChanged 8
		SP:Iteration 53Q (147745.550000 sec): 3 clusters
  Score: Raw -2307554.163733 + Penalty 3330.219425 = -2304223.944309
  nChanged 11
		SP:Iteration 54Q (147745.810000 sec): 3 clusters
  Score: Raw -2307556.536118 + Penalty 3330.219425 = -2304226.316693
  nChanged 11
		SP:Iteration 55Q (147746.170000 sec): 3 clusters
  Score: Raw -2307559.037561 + Penalty 3330.219425 = -2304228.818136
  nChanged 10
		SP:Iteration 56Q (147746.550000 sec): 3 clusters
  Score: Raw -2307561.291032 + Penalty 3330.219425 = -2304231.071607
  nChanged 5
		SP:Iteration 57Q (147746.880000 sec): 3 clusters
  Score: Raw -2307562.668571 + Penalty 3330.219425 = -2304232.449146
  nChanged 4
		SP:Iteration 58Q (147747.250000 sec): 3 clusters
  Score: Raw -2307564.266928 + Penalty 3330.219425 = -2304234.047504
  nChanged 9
		SP:Iteration 59Q (147747.590000 sec): 3 clusters
  Score: Raw -2307566.412112 + Penalty 3330.219425 = -2304236.192687
  nChanged 3
		SP:Iteration 60F (147747.950000 sec): 3 clusters
  Score: Raw -2307566.931865 + Penalty 3330.219425 = -2304236.712440
  nChanged 2
		SP:Iteration 61Q (147748.290000 sec): 3 clusters
  Score: Raw -2307567.737810 + Penalty 3330.219425 = -2304237.518386
  nChanged 7
		SP:Iteration 62Q (147748.680000 sec): 3 clusters
  Score: Raw -2307570.065499 + Penalty 3330.219425 = -2304239.846074
  nChanged 10
		SP:Iteration 63Q (147749.000000 sec): 3 clusters
  Score: Raw -2307571.555388 + Penalty 3330.219425 = -2304241.335963
  nChanged 5
		SP:Iteration 64Q (147749.350000 sec): 3 clusters
  Score: Raw -2307572.716047 + Penalty 3330.219425 = -2304242.496622
  nChanged 5
		SP:Iteration 65Q (147749.690000 sec): 3 clusters
  Score: Raw -2307573.908645 + Penalty 3330.219425 = -2304243.689221
  nChanged 4
		SP:Iteration 66Q (147750.090000 sec): 3 clusters
  Score: Raw -2307574.813844 + Penalty 3330.219425 = -2304244.594420
  nChanged 2
		SP:Iteration 67Q (147750.450000 sec): 3 clusters
  Score: Raw -2307575.018324 + Penalty 3330.219425 = -2304244.798899
  nChanged 0
		SP:Iteration 68F (147750.830000 sec): 3 clusters
  Score: Raw -2307575.018324 + Penalty 3330.219425 = -2304244.798899
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 7 (28521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147751.030000 sec): 2 clusters
  Score: Raw -2191763.286421 + Penalty 1666.989340 = -2190096.297081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147751.370000 sec): 3 clusters
  Score: Raw -2174079.292592 + Penalty 3333.978680 = -2170745.313913
  nChanged 13210
		SP:Iteration 1F (147751.710000 sec): 3 clusters
  Score: Raw -2181513.374345 + Penalty 3333.978680 = -2178179.395665
  nChanged 1531
		SP:Iteration 2F (147752.060000 sec): 3 clusters
  Score: Raw -2182126.283499 + Penalty 3333.978680 = -2178792.304820
  nChanged 1516
		SP:Iteration 3F (147752.400000 sec): 3 clusters
  Score: Raw -2182841.599499 + Penalty 3333.978680 = -2179507.620820
  nChanged 1653
		SP:Iteration 4F (147752.750000 sec): 3 clusters
  Score: Raw -2183745.640187 + Penalty 3333.978680 = -2180411.661507
  nChanged 1745
		SP:Iteration 5F (147753.100000 sec): 3 clusters
  Score: Raw -2184840.236186 + Penalty 3333.978680 = -2181506.257506
  nChanged 1700
		SP:Iteration 6F (147753.390000 sec): 3 clusters
  Score: Raw -2186002.273468 + Penalty 3333.978680 = -2182668.294789
  nChanged 1732
		SP:Iteration 7F (147753.710000 sec): 3 clusters
  Score: Raw -2187285.798600 + Penalty 3333.978680 = -2183951.819921
  nChanged 1584
		SP:Iteration 8F (147754.070000 sec): 3 clusters
  Score: Raw -2188565.681333 + Penalty 3333.978680 = -2185231.702654
  nChanged 1366
		SP:Iteration 9Q (147754.450000 sec): 3 clusters
  Score: Raw -2189577.974736 + Penalty 3333.978680 = -2186243.996057
  nChanged 1096
		SP:Iteration 10Q (147754.870000 sec): 3 clusters
  Score: Raw -2190270.936953 + Penalty 3333.978680 = -2186936.958274
  nChanged 840
		SP:Iteration 11Q (147755.270000 sec): 3 clusters
  Score: Raw -2190727.290183 + Penalty 3333.978680 = -2187393.311504
  nChanged 608
		SP:Iteration 12Q (147755.630000 sec): 3 clusters
  Score: Raw -2191002.158682 + Penalty 3333.978680 = -2187668.180002
  nChanged 457
		SP:Iteration 13Q (147755.990000 sec): 3 clusters
  Score: Raw -2191193.070460 + Penalty 3333.978680 = -2187859.091781
  nChanged 380
		SP:Iteration 14Q (147756.350000 sec): 3 clusters
  Score: Raw -2191341.304535 + Penalty 3333.978680 = -2188007.325855
  nChanged 352
		SP:Iteration 15Q (147756.720000 sec): 3 clusters
  Score: Raw -2191462.738027 + Penalty 3333.978680 = -2188128.759347
  nChanged 307
		SP:Iteration 16Q (147757.080000 sec): 3 clusters
  Score: Raw -2191558.319329 + Penalty 3333.978680 = -2188224.340649
  nChanged 266
		SP:Iteration 17Q (147757.450000 sec): 3 clusters
  Score: Raw -2191638.333500 + Penalty 3333.978680 = -2188304.354820
  nChanged 258
		SP:Iteration 18Q (147757.810000 sec): 3 clusters
  Score: Raw -2191727.140990 + Penalty 3333.978680 = -2188393.162310
  nChanged 252
		SP:Iteration 19Q (147758.160000 sec): 3 clusters
  Score: Raw -2191815.571454 + Penalty 3333.978680 = -2188481.592774
  nChanged 242
		SP:Iteration 20F (147758.510000 sec): 3 clusters
  Score: Raw -2191898.861667 + Penalty 3333.978680 = -2188564.882987
  nChanged 256
		SP:Iteration 21Q (147758.870000 sec): 3 clusters
  Score: Raw -2191985.319073 + Penalty 3333.978680 = -2188651.340393
  nChanged 223
		SP:Iteration 22Q (147759.260000 sec): 3 clusters
  Score: Raw -2192052.208315 + Penalty 3333.978680 = -2188718.229635
  nChanged 193
		SP:Iteration 23Q (147759.660000 sec): 3 clusters
  Score: Raw -2192100.741845 + Penalty 3333.978680 = -2188766.763165
  nChanged 168
		SP:Iteration 24Q (147760.030000 sec): 3 clusters
  Score: Raw -2192136.189623 + Penalty 3333.978680 = -2188802.210943
  nChanged 158
		SP:Iteration 25Q (147760.410000 sec): 3 clusters
  Score: Raw -2192172.509654 + Penalty 3333.978680 = -2188838.530975
  nChanged 142
		SP:Iteration 26Q (147760.790000 sec): 3 clusters
  Score: Raw -2192206.311303 + Penalty 3333.978680 = -2188872.332623
  nChanged 131
		SP:Iteration 27Q (147761.180000 sec): 3 clusters
  Score: Raw -2192243.378938 + Penalty 3333.978680 = -2188909.400258
  nChanged 125
		SP:Iteration 28Q (147761.580000 sec): 3 clusters
  Score: Raw -2192274.628706 + Penalty 3333.978680 = -2188940.650026
  nChanged 151
		SP:Iteration 29Q (147761.930000 sec): 3 clusters
  Score: Raw -2192309.770108 + Penalty 3333.978680 = -2188975.791428
  nChanged 140
		SP:Iteration 30Q (147762.300000 sec): 3 clusters
  Score: Raw -2192343.017045 + Penalty 3333.978680 = -2189009.038365
  nChanged 129
		SP:Iteration 31Q (147762.690000 sec): 3 clusters
  Score: Raw -2192376.711972 + Penalty 3333.978680 = -2189042.733293
  nChanged 126
		SP:Iteration 32Q (147763.090000 sec): 3 clusters
  Score: Raw -2192407.517675 + Penalty 3333.978680 = -2189073.538995
  nChanged 109
		SP:Iteration 33Q (147763.430000 sec): 3 clusters
  Score: Raw -2192433.804844 + Penalty 3333.978680 = -2189099.826164
  nChanged 100
		SP:Iteration 34Q (147763.830000 sec): 3 clusters
  Score: Raw -2192459.531249 + Penalty 3333.978680 = -2189125.552569
  nChanged 105
		SP:Iteration 35Q (147764.240000 sec): 3 clusters
  Score: Raw -2192485.496678 + Penalty 3333.978680 = -2189151.517999
  nChanged 116
		SP:Iteration 36Q (147764.570000 sec): 3 clusters
  Score: Raw -2192517.265192 + Penalty 3333.978680 = -2189183.286512
  nChanged 125
		SP:Iteration 37Q (147764.960000 sec): 3 clusters
  Score: Raw -2192550.169880 + Penalty 3333.978680 = -2189216.191200
  nChanged 106
		SP:Iteration 38Q (147765.360000 sec): 3 clusters
  Score: Raw -2192577.654731 + Penalty 3333.978680 = -2189243.676052
  nChanged 92
		SP:Iteration 39Q (147765.720000 sec): 3 clusters
  Score: Raw -2192604.654751 + Penalty 3333.978680 = -2189270.676071
  nChanged 97
		SP:Iteration 40F (147766.040000 sec): 3 clusters
  Score: Raw -2192632.287553 + Penalty 3333.978680 = -2189298.308873
  nChanged 97
		SP:Iteration 41Q (147766.380000 sec): 3 clusters
  Score: Raw -2192662.533240 + Penalty 3333.978680 = -2189328.554561
  nChanged 100
		SP:Iteration 42Q (147766.770000 sec): 3 clusters
  Score: Raw -2192692.915820 + Penalty 3333.978680 = -2189358.937141
  nChanged 86
		SP:Iteration 43Q (147767.170000 sec): 3 clusters
  Score: Raw -2192717.605871 + Penalty 3333.978680 = -2189383.627192
  nChanged 77
		SP:Iteration 44Q (147767.520000 sec): 3 clusters
  Score: Raw -2192739.067709 + Penalty 3333.978680 = -2189405.089029
  nChanged 66
		SP:Iteration 45Q (147767.940000 sec): 3 clusters
  Score: Raw -2192754.538892 + Penalty 3333.978680 = -2189420.560213
  nChanged 57
		SP:Iteration 46Q (147768.320000 sec): 3 clusters
  Score: Raw -2192767.266985 + Penalty 3333.978680 = -2189433.288305
  nChanged 47
		SP:Iteration 47Q (147768.720000 sec): 3 clusters
  Score: Raw -2192777.982525 + Penalty 3333.978680 = -2189444.003845
  nChanged 43
		SP:Iteration 48Q (147769.030000 sec): 3 clusters
  Score: Raw -2192788.143435 + Penalty 3333.978680 = -2189454.164756
  nChanged 35
		SP:Iteration 49Q (147769.440000 sec): 3 clusters
  Score: Raw -2192797.903691 + Penalty 3333.978680 = -2189463.925011
  nChanged 35
		SP:Iteration 50Q (147769.790000 sec): 3 clusters
  Score: Raw -2192806.769931 + Penalty 3333.978680 = -2189472.791252
  nChanged 28
		SP:Iteration 51Q (147770.190000 sec): 3 clusters
  Score: Raw -2192812.230826 + Penalty 3333.978680 = -2189478.252146
  nChanged 22
		SP:Iteration 52Q (147770.590000 sec): 3 clusters
  Score: Raw -2192816.602385 + Penalty 3333.978680 = -2189482.623706
  nChanged 28
		SP:Iteration 53Q (147770.920000 sec): 3 clusters
  Score: Raw -2192823.240204 + Penalty 3333.978680 = -2189489.261525
  nChanged 26
		SP:Iteration 54Q (147771.280000 sec): 3 clusters
  Score: Raw -2192827.945439 + Penalty 3333.978680 = -2189493.966759
  nChanged 15
		SP:Iteration 55Q (147771.690000 sec): 3 clusters
  Score: Raw -2192831.144838 + Penalty 3333.978680 = -2189497.166158
  nChanged 15
		SP:Iteration 56Q (147772.050000 sec): 3 clusters
  Score: Raw -2192834.464469 + Penalty 3333.978680 = -2189500.485790
  nChanged 18
		SP:Iteration 57Q (147772.420000 sec): 3 clusters
  Score: Raw -2192838.487788 + Penalty 3333.978680 = -2189504.509108
  nChanged 23
		SP:Iteration 58Q (147772.800000 sec): 3 clusters
  Score: Raw -2192844.289959 + Penalty 3333.978680 = -2189510.311280
  nChanged 14
		SP:Iteration 59Q (147773.190000 sec): 3 clusters
  Score: Raw -2192847.721834 + Penalty 3333.978680 = -2189513.743154
  nChanged 8
		SP:Iteration 60F (147773.550000 sec): 3 clusters
  Score: Raw -2192850.082050 + Penalty 3333.978680 = -2189516.103370
  nChanged 17
		SP:Iteration 61Q (147773.920000 sec): 3 clusters
  Score: Raw -2192853.819717 + Penalty 3333.978680 = -2189519.841038
  nChanged 15
		SP:Iteration 62Q (147774.320000 sec): 3 clusters
  Score: Raw -2192857.844820 + Penalty 3333.978680 = -2189523.866141
  nChanged 14
		SP:Iteration 63Q (147774.680000 sec): 3 clusters
  Score: Raw -2192861.276925 + Penalty 3333.978680 = -2189527.298246
  nChanged 11
		SP:Iteration 64Q (147775.060000 sec): 3 clusters
  Score: Raw -2192863.103573 + Penalty 3333.978680 = -2189529.124894
  nChanged 15
		SP:Iteration 65Q (147775.470000 sec): 3 clusters
  Score: Raw -2192866.209479 + Penalty 3333.978680 = -2189532.230799
  nChanged 12
		SP:Iteration 66Q (147775.820000 sec): 3 clusters
  Score: Raw -2192868.242263 + Penalty 3333.978680 = -2189534.263583
  nChanged 8
		SP:Iteration 67Q (147776.190000 sec): 3 clusters
  Score: Raw -2192869.752688 + Penalty 3333.978680 = -2189535.774008
  nChanged 8
		SP:Iteration 68Q (147776.560000 sec): 3 clusters
  Score: Raw -2192870.959027 + Penalty 3333.978680 = -2189536.980348
  nChanged 7
		SP:Iteration 69Q (147776.940000 sec): 3 clusters
  Score: Raw -2192872.465705 + Penalty 3333.978680 = -2189538.487025
  nChanged 9
		SP:Iteration 70Q (147777.330000 sec): 3 clusters
  Score: Raw -2192874.199641 + Penalty 3333.978680 = -2189540.220962
  nChanged 9
		SP:Iteration 71Q (147777.730000 sec): 3 clusters
  Score: Raw -2192877.385463 + Penalty 3333.978680 = -2189543.406784
  nChanged 15
		SP:Iteration 72Q (147778.100000 sec): 3 clusters
  Score: Raw -2192881.411681 + Penalty 3333.978680 = -2189547.433002
  nChanged 12
		SP:Iteration 73Q (147778.490000 sec): 3 clusters
  Score: Raw -2192884.314454 + Penalty 3333.978680 = -2189550.335774
  nChanged 11
		SP:Iteration 74Q (147778.900000 sec): 3 clusters
  Score: Raw -2192885.798017 + Penalty 3333.978680 = -2189551.819338
  nChanged 2
		SP:Iteration 75Q (147779.290000 sec): 3 clusters
  Score: Raw -2192886.044581 + Penalty 3333.978680 = -2189552.065901
  nChanged 2
		SP:Iteration 76Q (147779.610000 sec): 3 clusters
  Score: Raw -2192886.299084 + Penalty 3333.978680 = -2189552.320404
  nChanged 0
		SP:Iteration 77F (147779.930000 sec): 3 clusters
  Score: Raw -2192886.299084 + Penalty 3333.978680 = -2189552.320404
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 8 (3396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147780.030000 sec): 2 clusters
  Score: Raw -283408.600893 + Penalty 1321.182451 = -282087.418441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147780.200000 sec): 3 clusters
  Score: Raw -281789.306976 + Penalty 2642.364903 = -279146.942073
  nChanged 1352
		SP:Iteration 1F (147780.380000 sec): 3 clusters
  Score: Raw -282793.036569 + Penalty 2642.364903 = -280150.671666
  nChanged 364
		SP:Iteration 2F (147780.550000 sec): 3 clusters
  Score: Raw -283261.973777 + Penalty 2642.364903 = -280619.608874
  nChanged 277
		SP:Iteration 3F (147780.730000 sec): 3 clusters
  Score: Raw -283577.574230 + Penalty 2642.364903 = -280935.209327
  nChanged 187
		SP:Iteration 4F (147780.900000 sec): 3 clusters
  Score: Raw -283785.046821 + Penalty 2642.364903 = -281142.681918
  nChanged 166
		SP:Iteration 5Q (147781.080000 sec): 3 clusters
  Score: Raw -283904.809635 + Penalty 2642.364903 = -281262.444732
  nChanged 107
		SP:Iteration 6Q (147781.250000 sec): 3 clusters
  Score: Raw -283968.023082 + Penalty 2642.364903 = -281325.658179
  nChanged 76
		SP:Iteration 7Q (147781.430000 sec): 3 clusters
  Score: Raw -284004.610327 + Penalty 2642.364903 = -281362.245424
  nChanged 64
		SP:Iteration 8Q (147781.610000 sec): 3 clusters
  Score: Raw -284035.368267 + Penalty 2642.364903 = -281393.003364
  nChanged 61
		SP:Iteration 9Q (147781.780000 sec): 3 clusters
  Score: Raw -284061.577059 + Penalty 2642.364903 = -281419.212156
  nChanged 51
		SP:Iteration 10Q (147781.960000 sec): 3 clusters
  Score: Raw -284081.063960 + Penalty 2642.364903 = -281438.699057
  nChanged 34
		SP:Iteration 11Q (147782.130000 sec): 3 clusters
  Score: Raw -284092.714168 + Penalty 2642.364903 = -281450.349265
  nChanged 39
		SP:Iteration 12Q (147782.310000 sec): 3 clusters
  Score: Raw -284110.266654 + Penalty 2642.364903 = -281467.901751
  nChanged 51
		SP:Iteration 13Q (147782.490000 sec): 3 clusters
  Score: Raw -284137.223782 + Penalty 2642.364903 = -281494.858879
  nChanged 71
		SP:Iteration 14Q (147782.660000 sec): 3 clusters
  Score: Raw -284181.241923 + Penalty 2642.364903 = -281538.877021
  nChanged 81
		SP:Iteration 15Q (147782.840000 sec): 3 clusters
  Score: Raw -284242.349352 + Penalty 2642.364903 = -281599.984449
  nChanged 93
		SP:Iteration 16Q (147783.010000 sec): 3 clusters
  Score: Raw -284324.182407 + Penalty 2642.364903 = -281681.817504
  nChanged 89
		SP:Iteration 17Q (147783.190000 sec): 3 clusters
  Score: Raw -284414.133070 + Penalty 2642.364903 = -281771.768167
  nChanged 88
		SP:Iteration 18Q (147783.370000 sec): 3 clusters
  Score: Raw -284536.721478 + Penalty 2642.364903 = -281894.356575
  nChanged 74
		SP:Iteration 19Q (147783.540000 sec): 3 clusters
  Score: Raw -284614.746472 + Penalty 2642.364903 = -281972.381569
  nChanged 45
		SP:Iteration 20F (147783.720000 sec): 3 clusters
  Score: Raw -284651.388793 + Penalty 2642.364903 = -282009.023890
  nChanged 29
		SP:Iteration 21Q (147783.890000 sec): 3 clusters
  Score: Raw -284672.634654 + Penalty 2642.364903 = -282030.269751
  nChanged 22
		SP:Iteration 22Q (147784.070000 sec): 3 clusters
  Score: Raw -284688.278851 + Penalty 2642.364903 = -282045.913948
  nChanged 16
		SP:Iteration 23Q (147784.250000 sec): 3 clusters
  Score: Raw -284699.095265 + Penalty 2642.364903 = -282056.730362
  nChanged 10
		SP:Iteration 24Q (147784.420000 sec): 3 clusters
  Score: Raw -284704.949682 + Penalty 2642.364903 = -282062.584779
  nChanged 12
		SP:Iteration 25Q (147784.600000 sec): 3 clusters
  Score: Raw -284712.439242 + Penalty 2642.364903 = -282070.074339
  nChanged 3
		SP:Iteration 26Q (147784.770000 sec): 3 clusters
  Score: Raw -284713.599214 + Penalty 2642.364903 = -282071.234311
  nChanged 1
		SP:Iteration 27Q (147784.950000 sec): 3 clusters
  Score: Raw -284713.934951 + Penalty 2642.364903 = -282071.570048
  nChanged 1
		SP:Iteration 28Q (147785.130000 sec): 3 clusters
  Score: Raw -284714.504141 + Penalty 2642.364903 = -282072.139239
  nChanged 0
		SP:Iteration 29F (147785.300000 sec): 3 clusters
  Score: Raw -284714.504141 + Penalty 2642.364903 = -282072.139239
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 9 (9617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147785.410000 sec): 2 clusters
  Score: Raw -826136.017498 + Penalty 1490.334242 = -824645.683256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147785.670000 sec): 3 clusters
  Score: Raw -820707.675302 + Penalty 2980.668485 = -817727.006817
  nChanged 4177
		SP:Iteration 1F (147785.920000 sec): 3 clusters
  Score: Raw -822989.669676 + Penalty 2980.668485 = -820009.001191
  nChanged 607
		SP:Iteration 2F (147786.130000 sec): 3 clusters
  Score: Raw -823299.803532 + Penalty 2980.668485 = -820319.135048
  nChanged 530
		SP:Iteration 3F (147786.340000 sec): 3 clusters
  Score: Raw -823588.705082 + Penalty 2980.668485 = -820608.036598
  nChanged 475
		SP:Iteration 4Q (147786.560000 sec): 3 clusters
  Score: Raw -823860.066310 + Penalty 2980.668485 = -820879.397825
  nChanged 462
		SP:Iteration 5Q (147786.780000 sec): 3 clusters
  Score: Raw -824161.809010 + Penalty 2980.668485 = -821181.140525
  nChanged 449
		SP:Iteration 6Q (147787.000000 sec): 3 clusters
  Score: Raw -824436.287714 + Penalty 2980.668485 = -821455.619230
  nChanged 426
		SP:Iteration 7Q (147787.230000 sec): 3 clusters
  Score: Raw -824691.041995 + Penalty 2980.668485 = -821710.373511
  nChanged 392
		SP:Iteration 8Q (147787.450000 sec): 3 clusters
  Score: Raw -824912.868097 + Penalty 2980.668485 = -821932.199612
  nChanged 331
		SP:Iteration 9Q (147787.680000 sec): 3 clusters
  Score: Raw -825079.989548 + Penalty 2980.668485 = -822099.321063
  nChanged 293
		SP:Iteration 10Q (147787.890000 sec): 3 clusters
  Score: Raw -825208.515605 + Penalty 2980.668485 = -822227.847120
  nChanged 250
		SP:Iteration 11Q (147788.100000 sec): 3 clusters
  Score: Raw -825308.173411 + Penalty 2980.668485 = -822327.504926
  nChanged 216
		SP:Iteration 12Q (147788.310000 sec): 3 clusters
  Score: Raw -825386.160528 + Penalty 2980.668485 = -822405.492043
  nChanged 181
		SP:Iteration 13Q (147788.590000 sec): 3 clusters
  Score: Raw -825452.750503 + Penalty 2980.668485 = -822472.082019
  nChanged 168
		SP:Iteration 14Q (147788.760000 sec): 3 clusters
  Score: Raw -825506.921887 + Penalty 2980.668485 = -822526.253402
  nChanged 138
		SP:Iteration 15Q (147788.980000 sec): 3 clusters
  Score: Raw -825546.218824 + Penalty 2980.668485 = -822565.550339
  nChanged 111
		SP:Iteration 16Q (147789.200000 sec): 3 clusters
  Score: Raw -825575.528437 + Penalty 2980.668485 = -822594.859952
  nChanged 95
		SP:Iteration 17Q (147789.420000 sec): 3 clusters
  Score: Raw -825601.512141 + Penalty 2980.668485 = -822620.843657
  nChanged 83
		SP:Iteration 18Q (147789.670000 sec): 3 clusters
  Score: Raw -825622.603599 + Penalty 2980.668485 = -822641.935114
  nChanged 88
		SP:Iteration 19Q (147789.890000 sec): 3 clusters
  Score: Raw -825644.716083 + Penalty 2980.668485 = -822664.047598
  nChanged 84
		SP:Iteration 20F (147790.070000 sec): 3 clusters
  Score: Raw -825668.866812 + Penalty 2980.668485 = -822688.198327
  nChanged 88
		SP:Iteration 21Q (147790.290000 sec): 3 clusters
  Score: Raw -825691.811874 + Penalty 2980.668485 = -822711.143389
  nChanged 80
		SP:Iteration 22Q (147790.470000 sec): 3 clusters
  Score: Raw -825712.957073 + Penalty 2980.668485 = -822732.288589
  nChanged 93
		SP:Iteration 23Q (147790.690000 sec): 3 clusters
  Score: Raw -825740.330414 + Penalty 2980.668485 = -822759.661930
  nChanged 94
		SP:Iteration 24Q (147790.910000 sec): 3 clusters
  Score: Raw -825765.870156 + Penalty 2980.668485 = -822785.201672
  nChanged 92
		SP:Iteration 25Q (147791.160000 sec): 3 clusters
  Score: Raw -825794.364058 + Penalty 2980.668485 = -822813.695573
  nChanged 92
		SP:Iteration 26Q (147791.380000 sec): 3 clusters
  Score: Raw -825829.726616 + Penalty 2980.668485 = -822849.058131
  nChanged 92
		SP:Iteration 27Q (147791.600000 sec): 3 clusters
  Score: Raw -825867.860981 + Penalty 2980.668485 = -822887.192496
  nChanged 99
		SP:Iteration 28Q (147791.820000 sec): 3 clusters
  Score: Raw -825914.384602 + Penalty 2980.668485 = -822933.716117
  nChanged 122
		SP:Iteration 29Q (147792.050000 sec): 3 clusters
  Score: Raw -825969.060695 + Penalty 2980.668485 = -822988.392210
  nChanged 127
		SP:Iteration 30Q (147792.310000 sec): 3 clusters
  Score: Raw -826026.953165 + Penalty 2980.668485 = -823046.284681
  nChanged 124
		SP:Iteration 31Q (147792.560000 sec): 3 clusters
  Score: Raw -826087.167168 + Penalty 2980.668485 = -823106.498684
  nChanged 125
		SP:Iteration 32Q (147792.740000 sec): 3 clusters
  Score: Raw -826149.768188 + Penalty 2980.668485 = -823169.099703
  nChanged 128
		SP:Iteration 33Q (147792.910000 sec): 3 clusters
  Score: Raw -826212.862237 + Penalty 2980.668485 = -823232.193753
  nChanged 116
		SP:Iteration 34Q (147793.140000 sec): 3 clusters
  Score: Raw -826269.256563 + Penalty 2980.668485 = -823288.588078
  nChanged 106
		SP:Iteration 35Q (147793.330000 sec): 3 clusters
  Score: Raw -826314.982005 + Penalty 2980.668485 = -823334.313520
  nChanged 87
		SP:Iteration 36Q (147793.510000 sec): 3 clusters
  Score: Raw -826353.878032 + Penalty 2980.668485 = -823373.209547
  nChanged 72
		SP:Iteration 37Q (147793.690000 sec): 3 clusters
  Score: Raw -826388.049982 + Penalty 2980.668485 = -823407.381497
  nChanged 70
		SP:Iteration 38Q (147793.880000 sec): 3 clusters
  Score: Raw -826415.414775 + Penalty 2980.668485 = -823434.746290
  nChanged 49
		SP:Iteration 39Q (147794.130000 sec): 3 clusters
  Score: Raw -826434.149731 + Penalty 2980.668485 = -823453.481247
  nChanged 50
		SP:Iteration 40F (147794.320000 sec): 3 clusters
  Score: Raw -826452.186034 + Penalty 2980.668485 = -823471.517550
  nChanged 39
		SP:Iteration 41Q (147794.540000 sec): 3 clusters
  Score: Raw -826466.633019 + Penalty 2980.668485 = -823485.964534
  nChanged 36
		SP:Iteration 42Q (147794.760000 sec): 3 clusters
  Score: Raw -826481.763680 + Penalty 2980.668485 = -823501.095195
  nChanged 44
		SP:Iteration 43Q (147794.980000 sec): 3 clusters
  Score: Raw -826501.525785 + Penalty 2980.668485 = -823520.857301
  nChanged 38
		SP:Iteration 44Q (147795.220000 sec): 3 clusters
  Score: Raw -826517.089846 + Penalty 2980.668485 = -823536.421362
  nChanged 36
		SP:Iteration 45Q (147795.410000 sec): 3 clusters
  Score: Raw -826531.848182 + Penalty 2980.668485 = -823551.179697
  nChanged 24
		SP:Iteration 46Q (147795.670000 sec): 3 clusters
  Score: Raw -826541.794463 + Penalty 2980.668485 = -823561.125978
  nChanged 25
		SP:Iteration 47Q (147795.860000 sec): 3 clusters
  Score: Raw -826553.565987 + Penalty 2980.668485 = -823572.897503
  nChanged 23
		SP:Iteration 48Q (147796.030000 sec): 3 clusters
  Score: Raw -826563.898477 + Penalty 2980.668485 = -823583.229992
  nChanged 21
		SP:Iteration 49Q (147796.260000 sec): 3 clusters
  Score: Raw -826573.427209 + Penalty 2980.668485 = -823592.758724
  nChanged 13
		SP:Iteration 50Q (147796.510000 sec): 3 clusters
  Score: Raw -826578.986242 + Penalty 2980.668485 = -823598.317758
  nChanged 17
		SP:Iteration 51Q (147796.680000 sec): 3 clusters
  Score: Raw -826586.031285 + Penalty 2980.668485 = -823605.362801
  nChanged 19
		SP:Iteration 52Q (147796.900000 sec): 3 clusters
  Score: Raw -826595.039640 + Penalty 2980.668485 = -823614.371156
  nChanged 18
		SP:Iteration 53Q (147797.140000 sec): 3 clusters
  Score: Raw -826601.235726 + Penalty 2980.668485 = -823620.567242
  nChanged 14
		SP:Iteration 54Q (147797.310000 sec): 3 clusters
  Score: Raw -826609.261401 + Penalty 2980.668485 = -823628.592916
  nChanged 14
		SP:Iteration 55Q (147797.480000 sec): 3 clusters
  Score: Raw -826615.653264 + Penalty 2980.668485 = -823634.984780
  nChanged 12
		SP:Iteration 56Q (147797.660000 sec): 3 clusters
  Score: Raw -826622.334902 + Penalty 2980.668485 = -823641.666417
  nChanged 8
		SP:Iteration 57Q (147797.830000 sec): 3 clusters
  Score: Raw -826626.263467 + Penalty 2980.668485 = -823645.594982
  nChanged 8
		SP:Iteration 58Q (147798.000000 sec): 3 clusters
  Score: Raw -826630.907075 + Penalty 2980.668485 = -823650.238591
  nChanged 9
		SP:Iteration 59Q (147798.170000 sec): 3 clusters
  Score: Raw -826635.677449 + Penalty 2980.668485 = -823655.008965
  nChanged 8
		SP:Iteration 60F (147798.340000 sec): 3 clusters
  Score: Raw -826639.229730 + Penalty 2980.668485 = -823658.561246
  nChanged 8
		SP:Iteration 61Q (147798.520000 sec): 3 clusters
  Score: Raw -826641.697870 + Penalty 2980.668485 = -823661.029386
  nChanged 9
		SP:Iteration 62Q (147798.690000 sec): 3 clusters
  Score: Raw -826645.455467 + Penalty 2980.668485 = -823664.786983
  nChanged 4
		SP:Iteration 63Q (147798.870000 sec): 3 clusters
  Score: Raw -826646.746762 + Penalty 2980.668485 = -823666.078277
  nChanged 6
		SP:Iteration 64Q (147799.050000 sec): 3 clusters
  Score: Raw -826649.738155 + Penalty 2980.668485 = -823669.069671
  nChanged 6
		SP:Iteration 65Q (147799.270000 sec): 3 clusters
  Score: Raw -826651.853107 + Penalty 2980.668485 = -823671.184623
  nChanged 6
		SP:Iteration 66Q (147799.400000 sec): 3 clusters
  Score: Raw -826653.838981 + Penalty 2980.668485 = -823673.170497
  nChanged 1
		SP:Iteration 67Q (147799.560000 sec): 3 clusters
  Score: Raw -826654.001226 + Penalty 2980.668485 = -823673.332742
  nChanged 0
		SP:Iteration 68F (147799.780000 sec): 3 clusters
  Score: Raw -826654.001226 + Penalty 2980.668485 = -823673.332742
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 10 (10690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147799.890000 sec): 2 clusters
  Score: Raw -904306.493553 + Penalty 1507.522901 = -902798.970653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147800.140000 sec): 3 clusters
  Score: Raw -898246.397350 + Penalty 3015.045801 = -895231.351549
  nChanged 4562
		SP:Iteration 1F (147800.340000 sec): 3 clusters
  Score: Raw -900658.752446 + Penalty 3015.045801 = -897643.706645
  nChanged 684
		SP:Iteration 2F (147800.550000 sec): 3 clusters
  Score: Raw -900998.211902 + Penalty 3015.045801 = -897983.166100
  nChanged 621
		SP:Iteration 3F (147800.760000 sec): 3 clusters
  Score: Raw -901382.129008 + Penalty 3015.045801 = -898367.083207
  nChanged 628
		SP:Iteration 4F (147800.970000 sec): 3 clusters
  Score: Raw -901790.496593 + Penalty 3015.045801 = -898775.450792
  nChanged 582
		SP:Iteration 5F (147801.180000 sec): 3 clusters
  Score: Raw -902239.487088 + Penalty 3015.045801 = -899224.441287
  nChanged 648
		SP:Iteration 6F (147801.430000 sec): 3 clusters
  Score: Raw -902740.928949 + Penalty 3015.045801 = -899725.883148
  nChanged 629
		SP:Iteration 7F (147801.630000 sec): 3 clusters
  Score: Raw -903216.167043 + Penalty 3015.045801 = -900201.121241
  nChanged 572
		SP:Iteration 8F (147801.870000 sec): 3 clusters
  Score: Raw -903627.979437 + Penalty 3015.045801 = -900612.933636
  nChanged 509
		SP:Iteration 9Q (147802.070000 sec): 3 clusters
  Score: Raw -904023.127656 + Penalty 3015.045801 = -901008.081855
  nChanged 442
		SP:Iteration 10Q (147802.260000 sec): 3 clusters
  Score: Raw -904355.464962 + Penalty 3015.045801 = -901340.419160
  nChanged 366
		SP:Iteration 11Q (147802.470000 sec): 3 clusters
  Score: Raw -904554.789774 + Penalty 3015.045801 = -901539.743973
  nChanged 244
		SP:Iteration 12Q (147802.680000 sec): 3 clusters
  Score: Raw -904643.534248 + Penalty 3015.045801 = -901628.488447
  nChanged 156
		SP:Iteration 13Q (147802.890000 sec): 3 clusters
  Score: Raw -904686.401064 + Penalty 3015.045801 = -901671.355263
  nChanged 102
		SP:Iteration 14Q (147803.140000 sec): 3 clusters
  Score: Raw -904707.079177 + Penalty 3015.045801 = -901692.033375
  nChanged 75
		SP:Iteration 15Q (147803.350000 sec): 3 clusters
  Score: Raw -904722.908327 + Penalty 3015.045801 = -901707.862526
  nChanged 57
		SP:Iteration 16Q (147803.550000 sec): 3 clusters
  Score: Raw -904734.888103 + Penalty 3015.045801 = -901719.842302
  nChanged 55
		SP:Iteration 17Q (147803.790000 sec): 3 clusters
  Score: Raw -904745.663777 + Penalty 3015.045801 = -901730.617975
  nChanged 53
		SP:Iteration 18Q (147804.030000 sec): 3 clusters
  Score: Raw -904753.727185 + Penalty 3015.045801 = -901738.681384
  nChanged 37
		SP:Iteration 19Q (147804.220000 sec): 3 clusters
  Score: Raw -904758.158285 + Penalty 3015.045801 = -901743.112484
  nChanged 32
		SP:Iteration 20F (147804.430000 sec): 3 clusters
  Score: Raw -904762.232152 + Penalty 3015.045801 = -901747.186350
  nChanged 24
		SP:Iteration 21Q (147804.620000 sec): 3 clusters
  Score: Raw -904764.862652 + Penalty 3015.045801 = -901749.816851
  nChanged 18
		SP:Iteration 22Q (147804.820000 sec): 3 clusters
  Score: Raw -904767.383784 + Penalty 3015.045801 = -901752.337982
  nChanged 22
		SP:Iteration 23Q (147805.020000 sec): 3 clusters
  Score: Raw -904769.972650 + Penalty 3015.045801 = -901754.926849
  nChanged 16
		SP:Iteration 24Q (147805.270000 sec): 3 clusters
  Score: Raw -904772.053591 + Penalty 3015.045801 = -901757.007790
  nChanged 11
		SP:Iteration 25Q (147805.460000 sec): 3 clusters
  Score: Raw -904773.420300 + Penalty 3015.045801 = -901758.374499
  nChanged 11
		SP:Iteration 26Q (147805.650000 sec): 3 clusters
  Score: Raw -904774.763844 + Penalty 3015.045801 = -901759.718043
  nChanged 11
		SP:Iteration 27Q (147805.840000 sec): 3 clusters
  Score: Raw -904775.703991 + Penalty 3015.045801 = -901760.658190
  nChanged 4
		SP:Iteration 28Q (147806.030000 sec): 3 clusters
  Score: Raw -904776.422146 + Penalty 3015.045801 = -901761.376344
  nChanged 3
		SP:Iteration 29Q (147806.240000 sec): 3 clusters
  Score: Raw -904776.675749 + Penalty 3015.045801 = -901761.629948
  nChanged 1
		SP:Iteration 30Q (147806.470000 sec): 3 clusters
  Score: Raw -904776.739749 + Penalty 3015.045801 = -901761.693947
  nChanged 0
		SP:Iteration 31F (147806.670000 sec): 3 clusters
  Score: Raw -904776.739749 + Penalty 3015.045801 = -901761.693947
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 11 (385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147806.770000 sec): 2 clusters
  Score: Raw -30868.939156 + Penalty 967.402042 = -29901.537114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147806.950000 sec): 3 clusters
  Score: Raw -30888.869060 + Penalty 1934.804084 = -28954.064977
  nChanged 85
		SP:Iteration 1F (147807.130000 sec): 3 clusters
  Score: Raw -31115.916550 + Penalty 1934.804084 = -29181.112466
  nChanged 32
		SP:Iteration 2F (147807.310000 sec): 3 clusters
  Score: Raw -31227.488826 + Penalty 1934.804084 = -29292.684742
  nChanged 23
		SP:Iteration 3F (147807.480000 sec): 3 clusters
  Score: Raw -31335.638293 + Penalty 1934.804084 = -29400.834209
  nChanged 12
		SP:Iteration 4Q (147807.660000 sec): 3 clusters
  Score: Raw -31389.560162 + Penalty 1934.804084 = -29454.756079
  nChanged 12
		SP:Iteration 5Q (147807.830000 sec): 3 clusters
  Score: Raw -31437.482953 + Penalty 1934.804084 = -29502.678869
  nChanged 9
		SP:Iteration 6Q (147808.010000 sec): 3 clusters
  Score: Raw -31512.920999 + Penalty 1934.804084 = -29578.116916
  nChanged 10
		SP:Iteration 7Q (147808.190000 sec): 3 clusters
  Score: Raw -31571.866455 + Penalty 1934.804084 = -29637.062371
  nChanged 11
		SP:Iteration 8Q (147808.360000 sec): 3 clusters
  Score: Raw -31676.415095 + Penalty 1934.804084 = -29741.611011
  nChanged 15
		SP:Iteration 9Q (147808.540000 sec): 3 clusters
  Score: Raw -31956.953316 + Penalty 1934.804084 = -30022.149232
  nChanged 5
		SP:Iteration 10Q (147808.710000 sec): 3 clusters
  Score: Raw -32349.385938 + Penalty 1934.804084 = -30414.581854
  nChanged 3
		SP:Iteration 11Q (147808.890000 sec): 3 clusters
  Score: Raw -32378.647287 + Penalty 1934.804084 = -30443.843203
  nChanged 2
		SP:Iteration 12Q (147809.070000 sec): 3 clusters
  Score: Raw -32387.105124 + Penalty 1934.804084 = -30452.301040
  nChanged 0
		SP:Iteration 13F (147809.240000 sec): 3 clusters
  Score: Raw -32387.105124 + Penalty 1934.804084 = -30452.301040
  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 10.71 GB.

 Trying to split cluster 12 (3322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147809.410000 sec): 2 clusters
  Score: Raw -270281.647866 + Penalty 1317.602372 = -268964.045494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147809.590000 sec): 3 clusters
  Score: Raw -268693.956425 + Penalty 2635.204744 = -266058.751681
  nChanged 1256
		SP:Iteration 1F (147809.730000 sec): 3 clusters
  Score: Raw -269528.338739 + Penalty 2635.204744 = -266893.133995
  nChanged 289
		SP:Iteration 2F (147809.890000 sec): 3 clusters
  Score: Raw -269730.282950 + Penalty 2635.204744 = -267095.078206
  nChanged 209
		SP:Iteration 3F (147810.050000 sec): 3 clusters
  Score: Raw -269866.051944 + Penalty 2635.204744 = -267230.847200
  nChanged 138
		SP:Iteration 4Q (147810.210000 sec): 3 clusters
  Score: Raw -269956.851995 + Penalty 2635.204744 = -267321.647250
  nChanged 124
		SP:Iteration 5Q (147810.370000 sec): 3 clusters
  Score: Raw -270042.215141 + Penalty 2635.204744 = -267407.010397
  nChanged 117
		SP:Iteration 6Q (147810.530000 sec): 3 clusters
  Score: Raw -270118.984206 + Penalty 2635.204744 = -267483.779462
  nChanged 103
		SP:Iteration 7Q (147810.690000 sec): 3 clusters
  Score: Raw -270193.471134 + Penalty 2635.204744 = -267558.266390
  nChanged 99
		SP:Iteration 8Q (147810.850000 sec): 3 clusters
  Score: Raw -270269.257368 + Penalty 2635.204744 = -267634.052624
  nChanged 91
		SP:Iteration 9Q (147811.010000 sec): 3 clusters
  Score: Raw -270347.370570 + Penalty 2635.204744 = -267712.165825
  nChanged 107
		SP:Iteration 10Q (147811.170000 sec): 3 clusters
  Score: Raw -270416.540778 + Penalty 2635.204744 = -267781.336034
  nChanged 91
		SP:Iteration 11Q (147811.330000 sec): 3 clusters
  Score: Raw -270480.787533 + Penalty 2635.204744 = -267845.582789
  nChanged 84
		SP:Iteration 12Q (147811.490000 sec): 3 clusters
  Score: Raw -270531.978074 + Penalty 2635.204744 = -267896.773329
  nChanged 69
		SP:Iteration 13Q (147811.650000 sec): 3 clusters
  Score: Raw -270585.182333 + Penalty 2635.204744 = -267949.977588
  nChanged 69
		SP:Iteration 14Q (147811.810000 sec): 3 clusters
  Score: Raw -270644.421644 + Penalty 2635.204744 = -268009.216900
  nChanged 78
		SP:Iteration 15Q (147811.970000 sec): 3 clusters
  Score: Raw -270718.454311 + Penalty 2635.204744 = -268083.249566
  nChanged 86
		SP:Iteration 16Q (147812.130000 sec): 3 clusters
  Score: Raw -270798.128910 + Penalty 2635.204744 = -268162.924166
  nChanged 83
		SP:Iteration 17Q (147812.290000 sec): 3 clusters
  Score: Raw -270887.188614 + Penalty 2635.204744 = -268251.983869
  nChanged 83
		SP:Iteration 18Q (147812.450000 sec): 3 clusters
  Score: Raw -270954.864599 + Penalty 2635.204744 = -268319.659855
  nChanged 59
		SP:Iteration 19Q (147812.610000 sec): 3 clusters
  Score: Raw -270997.496943 + Penalty 2635.204744 = -268362.292199
  nChanged 46
		SP:Iteration 20F (147812.770000 sec): 3 clusters
  Score: Raw -271031.962193 + Penalty 2635.204744 = -268396.757449
  nChanged 44
		SP:Iteration 21Q (147812.930000 sec): 3 clusters
  Score: Raw -271059.782350 + Penalty 2635.204744 = -268424.577605
  nChanged 37
		SP:Iteration 22Q (147813.090000 sec): 3 clusters
  Score: Raw -271082.109892 + Penalty 2635.204744 = -268446.905147
  nChanged 30
		SP:Iteration 23Q (147813.250000 sec): 3 clusters
  Score: Raw -271096.137338 + Penalty 2635.204744 = -268460.932593
  nChanged 11
		SP:Iteration 24Q (147813.410000 sec): 3 clusters
  Score: Raw -271100.732632 + Penalty 2635.204744 = -268465.527887
  nChanged 8
		SP:Iteration 25Q (147813.570000 sec): 3 clusters
  Score: Raw -271104.032742 + Penalty 2635.204744 = -268468.827998
  nChanged 9
		SP:Iteration 26Q (147813.730000 sec): 3 clusters
  Score: Raw -271108.598394 + Penalty 2635.204744 = -268473.393649
  nChanged 11
		SP:Iteration 27Q (147813.890000 sec): 3 clusters
  Score: Raw -271119.184853 + Penalty 2635.204744 = -268483.980109
  nChanged 16
		SP:Iteration 28Q (147814.050000 sec): 3 clusters
  Score: Raw -271128.139934 + Penalty 2635.204744 = -268492.935190
  nChanged 16
		SP:Iteration 29Q (147814.210000 sec): 3 clusters
  Score: Raw -271134.644155 + Penalty 2635.204744 = -268499.439411
  nChanged 8
		SP:Iteration 30Q (147814.370000 sec): 3 clusters
  Score: Raw -271139.952622 + Penalty 2635.204744 = -268504.747878
  nChanged 9
		SP:Iteration 31Q (147814.530000 sec): 3 clusters
  Score: Raw -271143.631734 + Penalty 2635.204744 = -268508.426990
  nChanged 11
		SP:Iteration 32Q (147814.690000 sec): 3 clusters
  Score: Raw -271146.749509 + Penalty 2635.204744 = -268511.544765
  nChanged 7
		SP:Iteration 33Q (147814.850000 sec): 3 clusters
  Score: Raw -271148.722662 + Penalty 2635.204744 = -268513.517917
  nChanged 6
		SP:Iteration 34Q (147815.010000 sec): 3 clusters
  Score: Raw -271150.224208 + Penalty 2635.204744 = -268515.019464
  nChanged 1
		SP:Iteration 35Q (147815.170000 sec): 3 clusters
  Score: Raw -271150.572910 + Penalty 2635.204744 = -268515.368166
  nChanged 3
		SP:Iteration 36Q (147815.330000 sec): 3 clusters
  Score: Raw -271152.772085 + Penalty 2635.204744 = -268517.567340
  nChanged 4
		SP:Iteration 37Q (147815.490000 sec): 3 clusters
  Score: Raw -271155.949274 + Penalty 2635.204744 = -268520.744529
  nChanged 5
		SP:Iteration 38Q (147815.650000 sec): 3 clusters
  Score: Raw -271158.110471 + Penalty 2635.204744 = -268522.905726
  nChanged 3
		SP:Iteration 39Q (147815.810000 sec): 3 clusters
  Score: Raw -271159.096307 + Penalty 2635.204744 = -268523.891563
  nChanged 1
		SP:Iteration 40F (147815.970000 sec): 3 clusters
  Score: Raw -271159.907578 + Penalty 2635.204744 = -268524.702833
  nChanged 2
		SP:Iteration 41Q (147816.130000 sec): 3 clusters
  Score: Raw -271160.211566 + Penalty 2635.204744 = -268525.006822
  nChanged 1
		SP:Iteration 42Q (147816.290000 sec): 3 clusters
  Score: Raw -271160.530974 + Penalty 2635.204744 = -268525.326230
  nChanged 0
		SP:Iteration 43F (147816.450000 sec): 3 clusters
  Score: Raw -271160.530974 + Penalty 2635.204744 = -268525.326230
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 13 (46264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147816.850000 sec): 2 clusters
  Score: Raw -4096962.479116 + Penalty 1745.594402 = -4095216.884713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147817.340000 sec): 3 clusters
  Score: Raw -4067740.664377 + Penalty 3491.188805 = -4064249.475572
  nChanged 21583
		SP:Iteration 1F (147817.780000 sec): 3 clusters
  Score: Raw -4079873.626236 + Penalty 3491.188805 = -4076382.437431
  nChanged 1740
		SP:Iteration 2Q (147818.320000 sec): 3 clusters
  Score: Raw -4080348.522109 + Penalty 3491.188805 = -4076857.333304
  nChanged 1715
		SP:Iteration 3Q (147818.780000 sec): 3 clusters
  Score: Raw -4080872.034060 + Penalty 3491.188805 = -4077380.845255
  nChanged 1745
		SP:Iteration 4Q (147819.290000 sec): 3 clusters
  Score: Raw -4081494.822755 + Penalty 3491.188805 = -4078003.633950
  nChanged 1887
		SP:Iteration 5Q (147819.830000 sec): 3 clusters
  Score: Raw -4082335.893739 + Penalty 3491.188805 = -4078844.704934
  nChanged 2147
		SP:Iteration 6Q (147820.380000 sec): 3 clusters
  Score: Raw -4083478.005726 + Penalty 3491.188805 = -4079986.816921
  nChanged 2400
		SP:Iteration 7F (147820.830000 sec): 3 clusters
  Score: Raw -4084951.158145 + Penalty 3491.188805 = -4081459.969340
  nChanged 2650
		SP:Iteration 8F (147821.280000 sec): 3 clusters
  Score: Raw -4086900.134007 + Penalty 3491.188805 = -4083408.945202
  nChanged 2851
		SP:Iteration 9F (147821.780000 sec): 3 clusters
  Score: Raw -4089301.559367 + Penalty 3491.188805 = -4085810.370562
  nChanged 2734
		SP:Iteration 10F (147822.270000 sec): 3 clusters
  Score: Raw -4091776.376471 + Penalty 3491.188805 = -4088285.187666
  nChanged 2334
		SP:Iteration 11F (147822.760000 sec): 3 clusters
  Score: Raw -4093856.581727 + Penalty 3491.188805 = -4090365.392922
  nChanged 1790
		SP:Iteration 12Q (147823.250000 sec): 3 clusters
  Score: Raw -4095324.944357 + Penalty 3491.188805 = -4091833.755552
  nChanged 1276
		SP:Iteration 13Q (147823.700000 sec): 3 clusters
  Score: Raw -4096233.966384 + Penalty 3491.188805 = -4092742.777579
  nChanged 887
		SP:Iteration 14Q (147824.180000 sec): 3 clusters
  Score: Raw -4096781.998697 + Penalty 3491.188805 = -4093290.809892
  nChanged 643
		SP:Iteration 15Q (147824.610000 sec): 3 clusters
  Score: Raw -4097082.377107 + Penalty 3491.188805 = -4093591.188302
  nChanged 451
		SP:Iteration 16Q (147825.060000 sec): 3 clusters
  Score: Raw -4097255.453344 + Penalty 3491.188805 = -4093764.264539
  nChanged 362
		SP:Iteration 17Q (147825.510000 sec): 3 clusters
  Score: Raw -4097381.308740 + Penalty 3491.188805 = -4093890.119935
  nChanged 279
		SP:Iteration 18Q (147825.960000 sec): 3 clusters
  Score: Raw -4097469.020780 + Penalty 3491.188805 = -4093977.831975
  nChanged 205
		SP:Iteration 19Q (147826.400000 sec): 3 clusters
  Score: Raw -4097527.406342 + Penalty 3491.188805 = -4094036.217537
  nChanged 168
		SP:Iteration 20F (147826.850000 sec): 3 clusters
  Score: Raw -4097571.428394 + Penalty 3491.188805 = -4094080.239589
  nChanged 115
		SP:Iteration 21Q (147827.350000 sec): 3 clusters
  Score: Raw -4097598.127458 + Penalty 3491.188805 = -4094106.938653
  nChanged 87
		SP:Iteration 22Q (147827.870000 sec): 3 clusters
  Score: Raw -4097618.192974 + Penalty 3491.188805 = -4094127.004169
  nChanged 75
		SP:Iteration 23Q (147828.300000 sec): 3 clusters
  Score: Raw -4097634.153993 + Penalty 3491.188805 = -4094142.965188
  nChanged 61
		SP:Iteration 24Q (147828.750000 sec): 3 clusters
  Score: Raw -4097645.697650 + Penalty 3491.188805 = -4094154.508846
  nChanged 49
		SP:Iteration 25Q (147829.210000 sec): 3 clusters
  Score: Raw -4097654.723625 + Penalty 3491.188805 = -4094163.534820
  nChanged 38
		SP:Iteration 26Q (147829.660000 sec): 3 clusters
  Score: Raw -4097660.916181 + Penalty 3491.188805 = -4094169.727376
  nChanged 25
		SP:Iteration 27Q (147830.110000 sec): 3 clusters
  Score: Raw -4097664.470682 + Penalty 3491.188805 = -4094173.281877
  nChanged 24
		SP:Iteration 28Q (147830.560000 sec): 3 clusters
  Score: Raw -4097667.974440 + Penalty 3491.188805 = -4094176.785635
  nChanged 25
		SP:Iteration 29Q (147831.010000 sec): 3 clusters
  Score: Raw -4097671.751604 + Penalty 3491.188805 = -4094180.562799
  nChanged 21
		SP:Iteration 30Q (147831.490000 sec): 3 clusters
  Score: Raw -4097675.332323 + Penalty 3491.188805 = -4094184.143518
  nChanged 18
		SP:Iteration 31Q (147831.960000 sec): 3 clusters
  Score: Raw -4097678.550969 + Penalty 3491.188805 = -4094187.362164
  nChanged 23
		SP:Iteration 32Q (147832.450000 sec): 3 clusters
  Score: Raw -4097682.189972 + Penalty 3491.188805 = -4094191.001167
  nChanged 21
		SP:Iteration 33Q (147832.900000 sec): 3 clusters
  Score: Raw -4097685.291003 + Penalty 3491.188805 = -4094194.102198
  nChanged 19
		SP:Iteration 34Q (147833.410000 sec): 3 clusters
  Score: Raw -4097688.543974 + Penalty 3491.188805 = -4094197.355169
  nChanged 20
		SP:Iteration 35Q (147833.910000 sec): 3 clusters
  Score: Raw -4097692.566136 + Penalty 3491.188805 = -4094201.377331
  nChanged 23
		SP:Iteration 36Q (147834.420000 sec): 3 clusters
  Score: Raw -4097697.149095 + Penalty 3491.188805 = -4094205.960290
  nChanged 20
		SP:Iteration 37Q (147834.890000 sec): 3 clusters
  Score: Raw -4097699.800062 + Penalty 3491.188805 = -4094208.611257
  nChanged 16
		SP:Iteration 38Q (147835.390000 sec): 3 clusters
  Score: Raw -4097702.390928 + Penalty 3491.188805 = -4094211.202123
  nChanged 15
		SP:Iteration 39Q (147835.850000 sec): 3 clusters
  Score: Raw -4097704.152445 + Penalty 3491.188805 = -4094212.963640
  nChanged 12
		SP:Iteration 40F (147836.310000 sec): 3 clusters
  Score: Raw -4097705.905664 + Penalty 3491.188805 = -4094214.716859
  nChanged 11
		SP:Iteration 41Q (147836.810000 sec): 3 clusters
  Score: Raw -4097707.140821 + Penalty 3491.188805 = -4094215.952016
  nChanged 8
		SP:Iteration 42Q (147837.270000 sec): 3 clusters
  Score: Raw -4097708.348310 + Penalty 3491.188805 = -4094217.159505
  nChanged 14
		SP:Iteration 43Q (147837.710000 sec): 3 clusters
  Score: Raw -4097710.476663 + Penalty 3491.188805 = -4094219.287859
  nChanged 8
		SP:Iteration 44Q (147838.170000 sec): 3 clusters
  Score: Raw -4097712.124918 + Penalty 3491.188805 = -4094220.936113
  nChanged 8
		SP:Iteration 45Q (147838.630000 sec): 3 clusters
  Score: Raw -4097713.169095 + Penalty 3491.188805 = -4094221.980290
  nChanged 3
		SP:Iteration 46Q (147839.070000 sec): 3 clusters
  Score: Raw -4097713.572833 + Penalty 3491.188805 = -4094222.384028
  nChanged 4
		SP:Iteration 47Q (147839.520000 sec): 3 clusters
  Score: Raw -4097714.061431 + Penalty 3491.188805 = -4094222.872626
  nChanged 3
		SP:Iteration 48Q (147839.970000 sec): 3 clusters
  Score: Raw -4097714.361565 + Penalty 3491.188805 = -4094223.172760
  nChanged 2
		SP:Iteration 49Q (147840.410000 sec): 3 clusters
  Score: Raw -4097714.621668 + Penalty 3491.188805 = -4094223.432864
  nChanged 4
		SP:Iteration 50Q (147840.860000 sec): 3 clusters
  Score: Raw -4097715.099130 + Penalty 3491.188805 = -4094223.910325
  nChanged 3
		SP:Iteration 51Q (147841.310000 sec): 3 clusters
  Score: Raw -4097715.653977 + Penalty 3491.188805 = -4094224.465172
  nChanged 2
		SP:Iteration 52Q (147841.760000 sec): 3 clusters
  Score: Raw -4097716.025444 + Penalty 3491.188805 = -4094224.836639
  nChanged 3
		SP:Iteration 53Q (147842.210000 sec): 3 clusters
  Score: Raw -4097716.338506 + Penalty 3491.188805 = -4094225.149701
  nChanged 2
		SP:Iteration 54Q (147842.650000 sec): 3 clusters
  Score: Raw -4097716.695334 + Penalty 3491.188805 = -4094225.506529
  nChanged 4
		SP:Iteration 55Q (147843.090000 sec): 3 clusters
  Score: Raw -4097717.195001 + Penalty 3491.188805 = -4094226.006196
  nChanged 3
		SP:Iteration 56Q (147843.530000 sec): 3 clusters
  Score: Raw -4097717.589375 + Penalty 3491.188805 = -4094226.400570
  nChanged 1
		SP:Iteration 57Q (147843.920000 sec): 3 clusters
  Score: Raw -4097717.723122 + Penalty 3491.188805 = -4094226.534317
  nChanged 2
		SP:Iteration 58Q (147844.370000 sec): 3 clusters
  Score: Raw -4097717.891602 + Penalty 3491.188805 = -4094226.702797
  nChanged 0
		SP:Iteration 59F (147844.860000 sec): 3 clusters
  Score: Raw -4097717.891602 + Penalty 3491.188805 = -4094226.702797
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 14 (8900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147844.950000 sec): 2 clusters
  Score: Raw -699919.461635 + Penalty 1477.743565 = -698441.718069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147845.150000 sec): 3 clusters
  Score: Raw -694915.523297 + Penalty 2955.487131 = -691960.036166
  nChanged 3791
		SP:Iteration 1F (147845.330000 sec): 3 clusters
  Score: Raw -697097.735488 + Penalty 2955.487131 = -694142.248357
  nChanged 713
		SP:Iteration 2F (147845.520000 sec): 3 clusters
  Score: Raw -697577.010042 + Penalty 2955.487131 = -694621.522912
  nChanged 657
		SP:Iteration 3F (147845.750000 sec): 3 clusters
  Score: Raw -698045.296125 + Penalty 2955.487131 = -695089.808994
  nChanged 595
		SP:Iteration 4F (147845.930000 sec): 3 clusters
  Score: Raw -698486.198936 + Penalty 2955.487131 = -695530.711805
  nChanged 596
		SP:Iteration 5F (147846.110000 sec): 3 clusters
  Score: Raw -698926.372841 + Penalty 2955.487131 = -695970.885710
  nChanged 502
		SP:Iteration 6F (147846.290000 sec): 3 clusters
  Score: Raw -699294.109886 + Penalty 2955.487131 = -696338.622756
  nChanged 399
		SP:Iteration 7Q (147846.480000 sec): 3 clusters
  Score: Raw -699577.359249 + Penalty 2955.487131 = -696621.872119
  nChanged 301
		SP:Iteration 8Q (147846.660000 sec): 3 clusters
  Score: Raw -699782.143822 + Penalty 2955.487131 = -696826.656691
  nChanged 245
		SP:Iteration 9Q (147846.880000 sec): 3 clusters
  Score: Raw -699969.647193 + Penalty 2955.487131 = -697014.160062
  nChanged 182
		SP:Iteration 10Q (147847.030000 sec): 3 clusters
  Score: Raw -700109.616388 + Penalty 2955.487131 = -697154.129258
  nChanged 142
		SP:Iteration 11Q (147847.210000 sec): 3 clusters
  Score: Raw -700183.563914 + Penalty 2955.487131 = -697228.076783
  nChanged 99
		SP:Iteration 12Q (147847.430000 sec): 3 clusters
  Score: Raw -700231.169288 + Penalty 2955.487131 = -697275.682157
  nChanged 74
		SP:Iteration 13Q (147847.630000 sec): 3 clusters
  Score: Raw -700266.740013 + Penalty 2955.487131 = -697311.252882
  nChanged 60
		SP:Iteration 14Q (147847.810000 sec): 3 clusters
  Score: Raw -700290.997001 + Penalty 2955.487131 = -697335.509871
  nChanged 47
		SP:Iteration 15Q (147847.990000 sec): 3 clusters
  Score: Raw -700311.329041 + Penalty 2955.487131 = -697355.841911
  nChanged 50
		SP:Iteration 16Q (147848.180000 sec): 3 clusters
  Score: Raw -700335.095652 + Penalty 2955.487131 = -697379.608521
  nChanged 56
		SP:Iteration 17Q (147848.360000 sec): 3 clusters
  Score: Raw -700363.538303 + Penalty 2955.487131 = -697408.051172
  nChanged 50
		SP:Iteration 18Q (147848.550000 sec): 3 clusters
  Score: Raw -700387.628061 + Penalty 2955.487131 = -697432.140931
  nChanged 42
		SP:Iteration 19Q (147848.730000 sec): 3 clusters
  Score: Raw -700408.328384 + Penalty 2955.487131 = -697452.841253
  nChanged 40
		SP:Iteration 20F (147848.910000 sec): 3 clusters
  Score: Raw -700425.226217 + Penalty 2955.487131 = -697469.739087
  nChanged 33
		SP:Iteration 21Q (147849.120000 sec): 3 clusters
  Score: Raw -700441.044504 + Penalty 2955.487131 = -697485.557374
  nChanged 24
		SP:Iteration 22Q (147849.260000 sec): 3 clusters
  Score: Raw -700452.173229 + Penalty 2955.487131 = -697496.686099
  nChanged 22
		SP:Iteration 23Q (147849.440000 sec): 3 clusters
  Score: Raw -700463.185180 + Penalty 2955.487131 = -697507.698049
  nChanged 11
		SP:Iteration 24Q (147849.650000 sec): 3 clusters
  Score: Raw -700469.204278 + Penalty 2955.487131 = -697513.717148
  nChanged 11
		SP:Iteration 25Q (147849.790000 sec): 3 clusters
  Score: Raw -700472.012754 + Penalty 2955.487131 = -697516.525623
  nChanged 5
		SP:Iteration 26Q (147849.980000 sec): 3 clusters
  Score: Raw -700473.670359 + Penalty 2955.487131 = -697518.183228
  nChanged 2
		SP:Iteration 27Q (147850.160000 sec): 3 clusters
  Score: Raw -700474.184873 + Penalty 2955.487131 = -697518.697743
  nChanged 1
		SP:Iteration 28Q (147850.340000 sec): 3 clusters
  Score: Raw -700474.672714 + Penalty 2955.487131 = -697519.185583
  nChanged 1
		SP:Iteration 29Q (147850.520000 sec): 3 clusters
  Score: Raw -700474.805137 + Penalty 2955.487131 = -697519.318007
  nChanged 1
		SP:Iteration 30Q (147850.690000 sec): 3 clusters
  Score: Raw -700475.496695 + Penalty 2955.487131 = -697520.009564
  nChanged 4
		SP:Iteration 31Q (147850.870000 sec): 3 clusters
  Score: Raw -700476.662628 + Penalty 2955.487131 = -697521.175498
  nChanged 3
		SP:Iteration 32Q (147851.040000 sec): 3 clusters
  Score: Raw -700477.657183 + Penalty 2955.487131 = -697522.170052
  nChanged 6
		SP:Iteration 33Q (147851.230000 sec): 3 clusters
  Score: Raw -700478.776315 + Penalty 2955.487131 = -697523.289185
  nChanged 5
		SP:Iteration 34Q (147851.430000 sec): 3 clusters
  Score: Raw -700479.790030 + Penalty 2955.487131 = -697524.302899
  nChanged 1
		SP:Iteration 35Q (147851.600000 sec): 3 clusters
  Score: Raw -700480.223691 + Penalty 2955.487131 = -697524.736561
  nChanged 1
		SP:Iteration 36Q (147851.760000 sec): 3 clusters
  Score: Raw -700480.700561 + Penalty 2955.487131 = -697525.213430
  nChanged 2
		SP:Iteration 37Q (147851.980000 sec): 3 clusters
  Score: Raw -700481.099914 + Penalty 2955.487131 = -697525.612783
  nChanged 2
		SP:Iteration 38Q (147852.160000 sec): 3 clusters
  Score: Raw -700481.859189 + Penalty 2955.487131 = -697526.372058
  nChanged 2
		SP:Iteration 39Q (147852.350000 sec): 3 clusters
  Score: Raw -700482.792742 + Penalty 2955.487131 = -697527.305612
  nChanged 4
		SP:Iteration 40F (147852.550000 sec): 3 clusters
  Score: Raw -700484.387224 + Penalty 2955.487131 = -697528.900093
  nChanged 5
		SP:Iteration 41Q (147852.690000 sec): 3 clusters
  Score: Raw -700486.092244 + Penalty 2955.487131 = -697530.605113
  nChanged 5
		SP:Iteration 42Q (147852.920000 sec): 3 clusters
  Score: Raw -700488.914094 + Penalty 2955.487131 = -697533.426964
  nChanged 6
		SP:Iteration 43Q (147853.130000 sec): 3 clusters
  Score: Raw -700491.431926 + Penalty 2955.487131 = -697535.944795
  nChanged 5
		SP:Iteration 44Q (147853.270000 sec): 3 clusters
  Score: Raw -700493.165280 + Penalty 2955.487131 = -697537.678149
  nChanged 6
		SP:Iteration 45Q (147853.460000 sec): 3 clusters
  Score: Raw -700495.123151 + Penalty 2955.487131 = -697539.636020
  nChanged 8
		SP:Iteration 46Q (147853.670000 sec): 3 clusters
  Score: Raw -700499.084415 + Penalty 2955.487131 = -697543.597285
  nChanged 10
		SP:Iteration 47Q (147853.890000 sec): 3 clusters
  Score: Raw -700507.097578 + Penalty 2955.487131 = -697551.610448
  nChanged 19
		SP:Iteration 48Q (147854.100000 sec): 3 clusters
  Score: Raw -700519.205735 + Penalty 2955.487131 = -697563.718605
  nChanged 8
		SP:Iteration 49Q (147854.230000 sec): 3 clusters
  Score: Raw -700522.149163 + Penalty 2955.487131 = -697566.662032
  nChanged 8
		SP:Iteration 50Q (147854.400000 sec): 3 clusters
  Score: Raw -700527.449079 + Penalty 2955.487131 = -697571.961948
  nChanged 5
		SP:Iteration 51Q (147854.570000 sec): 3 clusters
  Score: Raw -700531.635824 + Penalty 2955.487131 = -697576.148694
  nChanged 11
		SP:Iteration 52Q (147854.740000 sec): 3 clusters
  Score: Raw -700537.048261 + Penalty 2955.487131 = -697581.561131
  nChanged 5
		SP:Iteration 53Q (147854.910000 sec): 3 clusters
  Score: Raw -700540.030163 + Penalty 2955.487131 = -697584.543033
  nChanged 4
		SP:Iteration 54Q (147855.090000 sec): 3 clusters
  Score: Raw -700541.669319 + Penalty 2955.487131 = -697586.182188
  nChanged 2
		SP:Iteration 55Q (147855.270000 sec): 3 clusters
  Score: Raw -700542.303360 + Penalty 2955.487131 = -697586.816230
  nChanged 2
		SP:Iteration 56Q (147855.460000 sec): 3 clusters
  Score: Raw -700543.410956 + Penalty 2955.487131 = -697587.923826
  nChanged 2
		SP:Iteration 57Q (147855.640000 sec): 3 clusters
  Score: Raw -700543.862443 + Penalty 2955.487131 = -697588.375312
  nChanged 1
		SP:Iteration 58Q (147855.860000 sec): 3 clusters
  Score: Raw -700544.068917 + Penalty 2955.487131 = -697588.581787
  nChanged 0
		SP:Iteration 59F (147856.000000 sec): 3 clusters
  Score: Raw -700544.068917 + Penalty 2955.487131 = -697588.581787
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 15 (7461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147856.120000 sec): 2 clusters
  Score: Raw -668615.202716 + Penalty 1449.084769 = -667166.117947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147856.320000 sec): 3 clusters
  Score: Raw -664476.747091 + Penalty 2898.169538 = -661578.577553
  nChanged 3160
		SP:Iteration 1F (147856.500000 sec): 3 clusters
  Score: Raw -666255.423329 + Penalty 2898.169538 = -663357.253791
  nChanged 456
		SP:Iteration 2F (147856.680000 sec): 3 clusters
  Score: Raw -666478.387417 + Penalty 2898.169538 = -663580.217879
  nChanged 362
		SP:Iteration 3Q (147856.870000 sec): 3 clusters
  Score: Raw -666639.539465 + Penalty 2898.169538 = -663741.369927
  nChanged 285
		SP:Iteration 4Q (147857.050000 sec): 3 clusters
  Score: Raw -666754.943577 + Penalty 2898.169538 = -663856.774039
  nChanged 235
		SP:Iteration 5Q (147857.240000 sec): 3 clusters
  Score: Raw -666837.303978 + Penalty 2898.169538 = -663939.134440
  nChanged 191
		SP:Iteration 6Q (147857.420000 sec): 3 clusters
  Score: Raw -666909.956785 + Penalty 2898.169538 = -664011.787247
  nChanged 188
		SP:Iteration 7Q (147857.600000 sec): 3 clusters
  Score: Raw -666981.839982 + Penalty 2898.169538 = -664083.670444
  nChanged 168
		SP:Iteration 8Q (147857.820000 sec): 3 clusters
  Score: Raw -667047.489983 + Penalty 2898.169538 = -664149.320445
  nChanged 180
		SP:Iteration 9Q (147858.060000 sec): 3 clusters
  Score: Raw -667113.294947 + Penalty 2898.169538 = -664215.125409
  nChanged 183
		SP:Iteration 10Q (147858.260000 sec): 3 clusters
  Score: Raw -667181.313704 + Penalty 2898.169538 = -664283.144166
  nChanged 179
		SP:Iteration 11Q (147858.450000 sec): 3 clusters
  Score: Raw -667259.551323 + Penalty 2898.169538 = -664361.381785
  nChanged 201
		SP:Iteration 12Q (147858.710000 sec): 3 clusters
  Score: Raw -667351.699896 + Penalty 2898.169538 = -664453.530358
  nChanged 186
		SP:Iteration 13Q (147858.920000 sec): 3 clusters
  Score: Raw -667439.513543 + Penalty 2898.169538 = -664541.344005
  nChanged 177
		SP:Iteration 14Q (147859.120000 sec): 3 clusters
  Score: Raw -667524.502572 + Penalty 2898.169538 = -664626.333034
  nChanged 171
		SP:Iteration 15Q (147859.330000 sec): 3 clusters
  Score: Raw -667610.693582 + Penalty 2898.169538 = -664712.524043
  nChanged 181
		SP:Iteration 16Q (147859.520000 sec): 3 clusters
  Score: Raw -667716.061389 + Penalty 2898.169538 = -664817.891851
  nChanged 175
		SP:Iteration 17Q (147859.700000 sec): 3 clusters
  Score: Raw -667823.375549 + Penalty 2898.169538 = -664925.206011
  nChanged 182
		SP:Iteration 18Q (147859.880000 sec): 3 clusters
  Score: Raw -667932.829381 + Penalty 2898.169538 = -665034.659843
  nChanged 164
		SP:Iteration 19Q (147860.150000 sec): 3 clusters
  Score: Raw -668033.657120 + Penalty 2898.169538 = -665135.487582
  nChanged 151
		SP:Iteration 20F (147860.300000 sec): 3 clusters
  Score: Raw -668122.160240 + Penalty 2898.169538 = -665223.990702
  nChanged 137
		SP:Iteration 21Q (147860.550000 sec): 3 clusters
  Score: Raw -668207.368966 + Penalty 2898.169538 = -665309.199428
  nChanged 131
		SP:Iteration 22Q (147860.740000 sec): 3 clusters
  Score: Raw -668285.533759 + Penalty 2898.169538 = -665387.364221
  nChanged 105
		SP:Iteration 23Q (147860.920000 sec): 3 clusters
  Score: Raw -668336.701564 + Penalty 2898.169538 = -665438.532026
  nChanged 86
		SP:Iteration 24Q (147861.100000 sec): 3 clusters
  Score: Raw -668374.572629 + Penalty 2898.169538 = -665476.403091
  nChanged 87
		SP:Iteration 25Q (147861.280000 sec): 3 clusters
  Score: Raw -668412.789435 + Penalty 2898.169538 = -665514.619897
  nChanged 70
		SP:Iteration 26Q (147861.460000 sec): 3 clusters
  Score: Raw -668440.633885 + Penalty 2898.169538 = -665542.464347
  nChanged 77
		SP:Iteration 27Q (147861.640000 sec): 3 clusters
  Score: Raw -668468.928190 + Penalty 2898.169538 = -665570.758652
  nChanged 64
		SP:Iteration 28Q (147861.820000 sec): 3 clusters
  Score: Raw -668487.875798 + Penalty 2898.169538 = -665589.706260
  nChanged 48
		SP:Iteration 29Q (147862.000000 sec): 3 clusters
  Score: Raw -668504.459918 + Penalty 2898.169538 = -665606.290380
  nChanged 59
		SP:Iteration 30Q (147862.180000 sec): 3 clusters
  Score: Raw -668524.682100 + Penalty 2898.169538 = -665626.512562
  nChanged 50
		SP:Iteration 31Q (147862.400000 sec): 3 clusters
  Score: Raw -668540.564010 + Penalty 2898.169538 = -665642.394472
  nChanged 53
		SP:Iteration 32Q (147862.560000 sec): 3 clusters
  Score: Raw -668554.559839 + Penalty 2898.169538 = -665656.390301
  nChanged 45
		SP:Iteration 33Q (147862.770000 sec): 3 clusters
  Score: Raw -668570.214343 + Penalty 2898.169538 = -665672.044805
  nChanged 48
		SP:Iteration 34Q (147862.980000 sec): 3 clusters
  Score: Raw -668586.662516 + Penalty 2898.169538 = -665688.492978
  nChanged 39
		SP:Iteration 35Q (147863.170000 sec): 3 clusters
  Score: Raw -668598.201292 + Penalty 2898.169538 = -665700.031754
  nChanged 41
		SP:Iteration 36Q (147863.370000 sec): 3 clusters
  Score: Raw -668611.705201 + Penalty 2898.169538 = -665713.535663
  nChanged 38
		SP:Iteration 37Q (147863.560000 sec): 3 clusters
  Score: Raw -668624.856422 + Penalty 2898.169538 = -665726.686884
  nChanged 33
		SP:Iteration 38Q (147863.760000 sec): 3 clusters
  Score: Raw -668633.607359 + Penalty 2898.169538 = -665735.437820
  nChanged 28
		SP:Iteration 39Q (147863.950000 sec): 3 clusters
  Score: Raw -668641.922370 + Penalty 2898.169538 = -665743.752832
  nChanged 23
		SP:Iteration 40F (147864.150000 sec): 3 clusters
  Score: Raw -668646.077317 + Penalty 2898.169538 = -665747.907779
  nChanged 13
		SP:Iteration 41Q (147864.340000 sec): 3 clusters
  Score: Raw -668648.503955 + Penalty 2898.169538 = -665750.334417
  nChanged 9
		SP:Iteration 42Q (147864.540000 sec): 3 clusters
  Score: Raw -668650.368317 + Penalty 2898.169538 = -665752.198779
  nChanged 7
		SP:Iteration 43Q (147864.740000 sec): 3 clusters
  Score: Raw -668651.104634 + Penalty 2898.169538 = -665752.935096
  nChanged 1
		SP:Iteration 44Q (147864.920000 sec): 3 clusters
  Score: Raw -668651.153819 + Penalty 2898.169538 = -665752.984281
  nChanged 1
		SP:Iteration 45Q (147865.100000 sec): 3 clusters
  Score: Raw -668651.255390 + Penalty 2898.169538 = -665753.085852
  nChanged 3
		SP:Iteration 46Q (147865.280000 sec): 3 clusters
  Score: Raw -668651.509146 + Penalty 2898.169538 = -665753.339608
  nChanged 1
		SP:Iteration 47Q (147865.460000 sec): 3 clusters
  Score: Raw -668651.606674 + Penalty 2898.169538 = -665753.437136
  nChanged 0
		SP:Iteration 48F (147865.640000 sec): 3 clusters
  Score: Raw -668651.606674 + Penalty 2898.169538 = -665753.437136
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 16 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147865.770000 sec): 2 clusters
  Score: Raw -38665.753548 + Penalty 1018.420089 = -37647.333459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147865.930000 sec): 3 clusters
  Score: Raw -38713.225674 + Penalty 2036.840178 = -36676.385495
  nChanged 144
		SP:Iteration 1F (147866.090000 sec): 3 clusters
  Score: Raw -39089.198090 + Penalty 2036.840178 = -37052.357911
  nChanged 71
		SP:Iteration 2F (147866.250000 sec): 3 clusters
  Score: Raw -39341.168774 + Penalty 2036.840178 = -37304.328596
  nChanged 35
		SP:Iteration 3F (147866.410000 sec): 3 clusters
  Score: Raw -39537.406545 + Penalty 2036.840178 = -37500.566367
  nChanged 20
		SP:Iteration 4Q (147866.570000 sec): 3 clusters
  Score: Raw -39659.551146 + Penalty 2036.840178 = -37622.710968
  nChanged 13
		SP:Iteration 5Q (147866.730000 sec): 3 clusters
  Score: Raw -39711.527984 + Penalty 2036.840178 = -37674.687806
  nChanged 4
		SP:Iteration 6Q (147866.890000 sec): 3 clusters
  Score: Raw -39720.649017 + Penalty 2036.840178 = -37683.808838
  nChanged 3
		SP:Iteration 7Q (147867.050000 sec): 3 clusters
  Score: Raw -39731.997824 + Penalty 2036.840178 = -37695.157645
  nChanged 2
		SP:Iteration 8Q (147867.210000 sec): 3 clusters
  Score: Raw -39738.299758 + Penalty 2036.840178 = -37701.459580
  nChanged 2
		SP:Iteration 9Q (147867.370000 sec): 3 clusters
  Score: Raw -39745.218959 + Penalty 2036.840178 = -37708.378780
  nChanged 0
		SP:Iteration 10F (147867.530000 sec): 3 clusters
  Score: Raw -39745.218959 + Penalty 2036.840178 = -37708.378780
  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 10.71 GB.

 Trying to split cluster 17 (10434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147867.650000 sec): 2 clusters
  Score: Raw -881250.994453 + Penalty 1503.584060 = -879747.410393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147867.910000 sec): 3 clusters
  Score: Raw -875279.817104 + Penalty 3007.168120 = -872272.648985
  nChanged 4540
		SP:Iteration 1F (147868.110000 sec): 3 clusters
  Score: Raw -877781.076655 + Penalty 3007.168120 = -874773.908535
  nChanged 647
		SP:Iteration 2F (147868.320000 sec): 3 clusters
  Score: Raw -878076.949301 + Penalty 3007.168120 = -875069.781182
  nChanged 537
		SP:Iteration 3F (147868.540000 sec): 3 clusters
  Score: Raw -878306.852043 + Penalty 3007.168120 = -875299.683923
  nChanged 464
		SP:Iteration 4Q (147868.730000 sec): 3 clusters
  Score: Raw -878521.864126 + Penalty 3007.168120 = -875514.696007
  nChanged 442
		SP:Iteration 5Q (147869.010000 sec): 3 clusters
  Score: Raw -878752.393607 + Penalty 3007.168120 = -875745.225487
  nChanged 449
		SP:Iteration 6Q (147869.170000 sec): 3 clusters
  Score: Raw -878980.421570 + Penalty 3007.168120 = -875973.253450
  nChanged 441
		SP:Iteration 7Q (147869.400000 sec): 3 clusters
  Score: Raw -879200.706001 + Penalty 3007.168120 = -876193.537881
  nChanged 416
		SP:Iteration 8Q (147869.560000 sec): 3 clusters
  Score: Raw -879427.818223 + Penalty 3007.168120 = -876420.650103
  nChanged 381
		SP:Iteration 9Q (147869.770000 sec): 3 clusters
  Score: Raw -879646.335423 + Penalty 3007.168120 = -876639.167303
  nChanged 376
		SP:Iteration 10Q (147870.020000 sec): 3 clusters
  Score: Raw -879855.358223 + Penalty 3007.168120 = -876848.190103
  nChanged 351
		SP:Iteration 11Q (147870.230000 sec): 3 clusters
  Score: Raw -880064.285944 + Penalty 3007.168120 = -877057.117824
  nChanged 321
		SP:Iteration 12Q (147870.430000 sec): 3 clusters
  Score: Raw -880238.705132 + Penalty 3007.168120 = -877231.537012
  nChanged 291
		SP:Iteration 13Q (147870.630000 sec): 3 clusters
  Score: Raw -880393.273429 + Penalty 3007.168120 = -877386.105309
  nChanged 302
		SP:Iteration 14Q (147870.870000 sec): 3 clusters
  Score: Raw -880570.354192 + Penalty 3007.168120 = -877563.186072
  nChanged 275
		SP:Iteration 15Q (147871.150000 sec): 3 clusters
  Score: Raw -880717.036487 + Penalty 3007.168120 = -877709.868367
  nChanged 232
		SP:Iteration 16Q (147871.320000 sec): 3 clusters
  Score: Raw -880837.448664 + Penalty 3007.168120 = -877830.280544
  nChanged 209
		SP:Iteration 17Q (147871.520000 sec): 3 clusters
  Score: Raw -880939.922567 + Penalty 3007.168120 = -877932.754448
  nChanged 192
		SP:Iteration 18Q (147871.730000 sec): 3 clusters
  Score: Raw -881024.474314 + Penalty 3007.168120 = -878017.306194
  nChanged 159
		SP:Iteration 19Q (147871.940000 sec): 3 clusters
  Score: Raw -881089.917932 + Penalty 3007.168120 = -878082.749812
  nChanged 133
		SP:Iteration 20F (147872.180000 sec): 3 clusters
  Score: Raw -881141.782308 + Penalty 3007.168120 = -878134.614188
  nChanged 125
		SP:Iteration 21Q (147872.420000 sec): 3 clusters
  Score: Raw -881196.416035 + Penalty 3007.168120 = -878189.247915
  nChanged 126
		SP:Iteration 22Q (147872.620000 sec): 3 clusters
  Score: Raw -881244.946922 + Penalty 3007.168120 = -878237.778803
  nChanged 104
		SP:Iteration 23Q (147872.820000 sec): 3 clusters
  Score: Raw -881280.977594 + Penalty 3007.168120 = -878273.809474
  nChanged 79
		SP:Iteration 24Q (147873.030000 sec): 3 clusters
  Score: Raw -881313.835359 + Penalty 3007.168120 = -878306.667239
  nChanged 85
		SP:Iteration 25Q (147873.240000 sec): 3 clusters
  Score: Raw -881351.134636 + Penalty 3007.168120 = -878343.966517
  nChanged 86
		SP:Iteration 26Q (147873.530000 sec): 3 clusters
  Score: Raw -881384.220820 + Penalty 3007.168120 = -878377.052700
  nChanged 78
		SP:Iteration 27Q (147873.690000 sec): 3 clusters
  Score: Raw -881418.137369 + Penalty 3007.168120 = -878410.969250
  nChanged 81
		SP:Iteration 28Q (147873.890000 sec): 3 clusters
  Score: Raw -881446.670183 + Penalty 3007.168120 = -878439.502063
  nChanged 55
		SP:Iteration 29Q (147874.150000 sec): 3 clusters
  Score: Raw -881465.647360 + Penalty 3007.168120 = -878458.479240
  nChanged 49
		SP:Iteration 30Q (147874.360000 sec): 3 clusters
  Score: Raw -881485.305829 + Penalty 3007.168120 = -878478.137709
  nChanged 49
		SP:Iteration 31Q (147874.570000 sec): 3 clusters
  Score: Raw -881502.868859 + Penalty 3007.168120 = -878495.700739
  nChanged 41
		SP:Iteration 32Q (147874.790000 sec): 3 clusters
  Score: Raw -881518.118029 + Penalty 3007.168120 = -878510.949909
  nChanged 37
		SP:Iteration 33Q (147875.000000 sec): 3 clusters
  Score: Raw -881534.842178 + Penalty 3007.168120 = -878527.674058
  nChanged 45
		SP:Iteration 34Q (147875.280000 sec): 3 clusters
  Score: Raw -881550.848598 + Penalty 3007.168120 = -878543.680478
  nChanged 38
		SP:Iteration 35Q (147875.490000 sec): 3 clusters
  Score: Raw -881564.073608 + Penalty 3007.168120 = -878556.905488
  nChanged 32
		SP:Iteration 36Q (147875.690000 sec): 3 clusters
  Score: Raw -881576.224208 + Penalty 3007.168120 = -878569.056088
  nChanged 23
		SP:Iteration 37Q (147875.880000 sec): 3 clusters
  Score: Raw -881584.909925 + Penalty 3007.168120 = -878577.741805
  nChanged 18
		SP:Iteration 38Q (147876.160000 sec): 3 clusters
  Score: Raw -881589.629955 + Penalty 3007.168120 = -878582.461835
  nChanged 22
		SP:Iteration 39Q (147876.330000 sec): 3 clusters
  Score: Raw -881597.975566 + Penalty 3007.168120 = -878590.807446
  nChanged 27
		SP:Iteration 40F (147876.530000 sec): 3 clusters
  Score: Raw -881610.504764 + Penalty 3007.168120 = -878603.336644
  nChanged 25
		SP:Iteration 41Q (147876.740000 sec): 3 clusters
  Score: Raw -881620.167852 + Penalty 3007.168120 = -878612.999732
  nChanged 21
		SP:Iteration 42Q (147876.960000 sec): 3 clusters
  Score: Raw -881627.879177 + Penalty 3007.168120 = -878620.711057
  nChanged 33
		SP:Iteration 43Q (147877.200000 sec): 3 clusters
  Score: Raw -881639.319968 + Penalty 3007.168120 = -878632.151849
  nChanged 23
		SP:Iteration 44Q (147877.410000 sec): 3 clusters
  Score: Raw -881649.212709 + Penalty 3007.168120 = -878642.044589
  nChanged 28
		SP:Iteration 45Q (147877.620000 sec): 3 clusters
  Score: Raw -881660.423028 + Penalty 3007.168120 = -878653.254909
  nChanged 24
		SP:Iteration 46Q (147877.820000 sec): 3 clusters
  Score: Raw -881669.060549 + Penalty 3007.168120 = -878661.892429
  nChanged 25
		SP:Iteration 47Q (147878.020000 sec): 3 clusters
  Score: Raw -881677.365858 + Penalty 3007.168120 = -878670.197739
  nChanged 23
		SP:Iteration 48Q (147878.300000 sec): 3 clusters
  Score: Raw -881687.674201 + Penalty 3007.168120 = -878680.506082
  nChanged 17
		SP:Iteration 49Q (147878.460000 sec): 3 clusters
  Score: Raw -881693.092900 + Penalty 3007.168120 = -878685.924781
  nChanged 15
		SP:Iteration 50Q (147878.720000 sec): 3 clusters
  Score: Raw -881698.634733 + Penalty 3007.168120 = -878691.466613
  nChanged 18
		SP:Iteration 51Q (147878.930000 sec): 3 clusters
  Score: Raw -881704.533158 + Penalty 3007.168120 = -878697.365039
  nChanged 16
		SP:Iteration 52Q (147879.140000 sec): 3 clusters
  Score: Raw -881709.103187 + Penalty 3007.168120 = -878701.935068
  nChanged 10
		SP:Iteration 53Q (147879.360000 sec): 3 clusters
  Score: Raw -881711.358334 + Penalty 3007.168120 = -878704.190214
  nChanged 5
		SP:Iteration 54Q (147879.580000 sec): 3 clusters
  Score: Raw -881712.345292 + Penalty 3007.168120 = -878705.177173
  nChanged 2
		SP:Iteration 55Q (147879.790000 sec): 3 clusters
  Score: Raw -881712.849341 + Penalty 3007.168120 = -878705.681221
  nChanged 1
		SP:Iteration 56Q (147880.000000 sec): 3 clusters
  Score: Raw -881713.288224 + Penalty 3007.168120 = -878706.120104
  nChanged 1
		SP:Iteration 57Q (147880.210000 sec): 3 clusters
  Score: Raw -881713.623533 + Penalty 3007.168120 = -878706.455413
  nChanged 3
		SP:Iteration 58Q (147880.430000 sec): 3 clusters
  Score: Raw -881714.408990 + Penalty 3007.168120 = -878707.240871
  nChanged 0
		SP:Iteration 59F (147880.640000 sec): 3 clusters
  Score: Raw -881714.408990 + Penalty 3007.168120 = -878707.240871
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 18 (7338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147880.770000 sec): 2 clusters
  Score: Raw -569849.591566 + Penalty 1446.383511 = -568403.208055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147880.930000 sec): 3 clusters
  Score: Raw -565876.352915 + Penalty 2892.767022 = -562983.585893
  nChanged 3069
		SP:Iteration 1F (147881.110000 sec): 3 clusters
  Score: Raw -567840.956229 + Penalty 2892.767022 = -564948.189207
  nChanged 609
		SP:Iteration 2F (147881.300000 sec): 3 clusters
  Score: Raw -568248.208699 + Penalty 2892.767022 = -565355.441677
  nChanged 494
		SP:Iteration 3F (147881.480000 sec): 3 clusters
  Score: Raw -568558.587934 + Penalty 2892.767022 = -565665.820912
  nChanged 411
		SP:Iteration 4F (147881.660000 sec): 3 clusters
  Score: Raw -568782.222500 + Penalty 2892.767022 = -565889.455478
  nChanged 344
		SP:Iteration 5Q (147881.840000 sec): 3 clusters
  Score: Raw -568963.018596 + Penalty 2892.767022 = -566070.251574
  nChanged 286
		SP:Iteration 6Q (147882.010000 sec): 3 clusters
  Score: Raw -569088.616870 + Penalty 2892.767022 = -566195.849848
  nChanged 233
		SP:Iteration 7Q (147882.190000 sec): 3 clusters
  Score: Raw -569176.821539 + Penalty 2892.767022 = -566284.054517
  nChanged 173
		SP:Iteration 8Q (147882.370000 sec): 3 clusters
  Score: Raw -569240.786508 + Penalty 2892.767022 = -566348.019487
  nChanged 134
		SP:Iteration 9Q (147882.550000 sec): 3 clusters
  Score: Raw -569273.645650 + Penalty 2892.767022 = -566380.878628
  nChanged 103
		SP:Iteration 10Q (147882.730000 sec): 3 clusters
  Score: Raw -569298.564088 + Penalty 2892.767022 = -566405.797066
  nChanged 78
		SP:Iteration 11Q (147882.920000 sec): 3 clusters
  Score: Raw -569320.225798 + Penalty 2892.767022 = -566427.458776
  nChanged 75
		SP:Iteration 12Q (147883.120000 sec): 3 clusters
  Score: Raw -569337.323608 + Penalty 2892.767022 = -566444.556586
  nChanged 58
		SP:Iteration 13Q (147883.310000 sec): 3 clusters
  Score: Raw -569347.158225 + Penalty 2892.767022 = -566454.391203
  nChanged 35
		SP:Iteration 14Q (147883.490000 sec): 3 clusters
  Score: Raw -569353.375351 + Penalty 2892.767022 = -566460.608329
  nChanged 32
		SP:Iteration 15Q (147883.680000 sec): 3 clusters
  Score: Raw -569359.067085 + Penalty 2892.767022 = -566466.300063
  nChanged 37
		SP:Iteration 16Q (147883.880000 sec): 3 clusters
  Score: Raw -569366.552960 + Penalty 2892.767022 = -566473.785938
  nChanged 29
		SP:Iteration 17Q (147884.080000 sec): 3 clusters
  Score: Raw -569372.863081 + Penalty 2892.767022 = -566480.096059
  nChanged 26
		SP:Iteration 18Q (147884.260000 sec): 3 clusters
  Score: Raw -569377.822301 + Penalty 2892.767022 = -566485.055279
  nChanged 22
		SP:Iteration 19Q (147884.460000 sec): 3 clusters
  Score: Raw -569381.066482 + Penalty 2892.767022 = -566488.299461
  nChanged 19
		SP:Iteration 20F (147884.660000 sec): 3 clusters
  Score: Raw -569383.694320 + Penalty 2892.767022 = -566490.927299
  nChanged 17
		SP:Iteration 21Q (147884.850000 sec): 3 clusters
  Score: Raw -569386.516727 + Penalty 2892.767022 = -566493.749705
  nChanged 21
		SP:Iteration 22Q (147885.080000 sec): 3 clusters
  Score: Raw -569390.038160 + Penalty 2892.767022 = -566497.271139
  nChanged 21
		SP:Iteration 23Q (147885.320000 sec): 3 clusters
  Score: Raw -569393.012629 + Penalty 2892.767022 = -566500.245608
  nChanged 20
		SP:Iteration 24Q (147885.520000 sec): 3 clusters
  Score: Raw -569397.014087 + Penalty 2892.767022 = -566504.247066
  nChanged 21
		SP:Iteration 25Q (147885.720000 sec): 3 clusters
  Score: Raw -569399.527225 + Penalty 2892.767022 = -566506.760203
  nChanged 16
		SP:Iteration 26Q (147885.910000 sec): 3 clusters
  Score: Raw -569402.121788 + Penalty 2892.767022 = -566509.354766
  nChanged 23
		SP:Iteration 27Q (147886.110000 sec): 3 clusters
  Score: Raw -569405.742952 + Penalty 2892.767022 = -566512.975930
  nChanged 23
		SP:Iteration 28Q (147886.300000 sec): 3 clusters
  Score: Raw -569409.182698 + Penalty 2892.767022 = -566516.415677
  nChanged 17
		SP:Iteration 29Q (147886.500000 sec): 3 clusters
  Score: Raw -569412.788083 + Penalty 2892.767022 = -566520.021061
  nChanged 21
		SP:Iteration 30Q (147886.690000 sec): 3 clusters
  Score: Raw -569415.860588 + Penalty 2892.767022 = -566523.093566
  nChanged 24
		SP:Iteration 31Q (147886.880000 sec): 3 clusters
  Score: Raw -569421.427731 + Penalty 2892.767022 = -566528.660709
  nChanged 35
		SP:Iteration 32Q (147887.060000 sec): 3 clusters
  Score: Raw -569430.599337 + Penalty 2892.767022 = -566537.832315
  nChanged 46
		SP:Iteration 33Q (147887.250000 sec): 3 clusters
  Score: Raw -569441.574027 + Penalty 2892.767022 = -566548.807005
  nChanged 56
		SP:Iteration 34Q (147887.480000 sec): 3 clusters
  Score: Raw -569456.287176 + Penalty 2892.767022 = -566563.520155
  nChanged 55
		SP:Iteration 35Q (147887.660000 sec): 3 clusters
  Score: Raw -569473.982586 + Penalty 2892.767022 = -566581.215564
  nChanged 70
		SP:Iteration 36Q (147887.860000 sec): 3 clusters
  Score: Raw -569492.130667 + Penalty 2892.767022 = -566599.363645
  nChanged 61
		SP:Iteration 37Q (147888.090000 sec): 3 clusters
  Score: Raw -569505.045452 + Penalty 2892.767022 = -566612.278430
  nChanged 41
		SP:Iteration 38Q (147888.300000 sec): 3 clusters
  Score: Raw -569514.050458 + Penalty 2892.767022 = -566621.283436
  nChanged 40
		SP:Iteration 39Q (147888.480000 sec): 3 clusters
  Score: Raw -569524.499074 + Penalty 2892.767022 = -566631.732053
  nChanged 50
		SP:Iteration 40F (147888.660000 sec): 3 clusters
  Score: Raw -569535.458304 + Penalty 2892.767022 = -566642.691283
  nChanged 47
		SP:Iteration 41Q (147888.950000 sec): 3 clusters
  Score: Raw -569544.735245 + Penalty 2892.767022 = -566651.968223
  nChanged 31
		SP:Iteration 42Q (147889.120000 sec): 3 clusters
  Score: Raw -569551.452372 + Penalty 2892.767022 = -566658.685350
  nChanged 33
		SP:Iteration 43Q (147889.310000 sec): 3 clusters
  Score: Raw -569557.421206 + Penalty 2892.767022 = -566664.654184
  nChanged 26
		SP:Iteration 44Q (147889.500000 sec): 3 clusters
  Score: Raw -569562.492096 + Penalty 2892.767022 = -566669.725075
  nChanged 25
		SP:Iteration 45Q (147889.700000 sec): 3 clusters
  Score: Raw -569566.907151 + Penalty 2892.767022 = -566674.140130
  nChanged 27
		SP:Iteration 46Q (147889.910000 sec): 3 clusters
  Score: Raw -569571.505645 + Penalty 2892.767022 = -566678.738623
  nChanged 19
		SP:Iteration 47Q (147890.100000 sec): 3 clusters
  Score: Raw -569575.119705 + Penalty 2892.767022 = -566682.352683
  nChanged 20
		SP:Iteration 48Q (147890.300000 sec): 3 clusters
  Score: Raw -569578.362992 + Penalty 2892.767022 = -566685.595970
  nChanged 18
		SP:Iteration 49Q (147890.480000 sec): 3 clusters
  Score: Raw -569580.261728 + Penalty 2892.767022 = -566687.494706
  nChanged 9
		SP:Iteration 50Q (147890.680000 sec): 3 clusters
  Score: Raw -569581.748104 + Penalty 2892.767022 = -566688.981083
  nChanged 10
		SP:Iteration 51Q (147890.880000 sec): 3 clusters
  Score: Raw -569583.057176 + Penalty 2892.767022 = -566690.290155
  nChanged 7
		SP:Iteration 52Q (147891.080000 sec): 3 clusters
  Score: Raw -569583.918878 + Penalty 2892.767022 = -566691.151856
  nChanged 7
		SP:Iteration 53Q (147891.270000 sec): 3 clusters
  Score: Raw -569584.690239 + Penalty 2892.767022 = -566691.923218
  nChanged 6
		SP:Iteration 54Q (147891.470000 sec): 3 clusters
  Score: Raw -569585.231645 + Penalty 2892.767022 = -566692.464623
  nChanged 4
		SP:Iteration 55Q (147891.650000 sec): 3 clusters
  Score: Raw -569585.721330 + Penalty 2892.767022 = -566692.954308
  nChanged 3
		SP:Iteration 56Q (147891.850000 sec): 3 clusters
  Score: Raw -569585.901552 + Penalty 2892.767022 = -566693.134530
  nChanged 0
		SP:Iteration 57F (147892.080000 sec): 3 clusters
  Score: Raw -569585.901552 + Penalty 2892.767022 = -566693.134530
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 19 (172361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147893.080000 sec): 2 clusters
  Score: Raw -14891266.075268 + Penalty 1959.318789 = -14889306.756479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147894.360000 sec): 3 clusters
  Score: Raw -14777345.988957 + Penalty 3918.637578 = -14773427.351379
  nChanged 83436
		SP:Iteration 1F (147895.630000 sec): 3 clusters
  Score: Raw -14827835.188386 + Penalty 3918.637578 = -14823916.550808
  nChanged 6563
		SP:Iteration 2Q (147897.040000 sec): 3 clusters
  Score: Raw -14830043.780359 + Penalty 3918.637578 = -14826125.142781
  nChanged 7563
		SP:Iteration 3Q (147898.460000 sec): 3 clusters
  Score: Raw -14832954.367855 + Penalty 3918.637578 = -14829035.730277
  nChanged 8296
		SP:Iteration 4Q (147899.880000 sec): 3 clusters
  Score: Raw -14836460.470499 + Penalty 3918.637578 = -14832541.832921
  nChanged 8763
		SP:Iteration 5F (147901.190000 sec): 3 clusters
  Score: Raw -14840228.005946 + Penalty 3918.637578 = -14836309.368368
  nChanged 8734
		SP:Iteration 6F (147902.500000 sec): 3 clusters
  Score: Raw -14843938.505831 + Penalty 3918.637578 = -14840019.868253
  nChanged 8335
		SP:Iteration 7Q (147903.920000 sec): 3 clusters
  Score: Raw -14847264.874813 + Penalty 3918.637578 = -14843346.237235
  nChanged 7474
		SP:Iteration 8Q (147905.380000 sec): 3 clusters
  Score: Raw -14850082.413550 + Penalty 3918.637578 = -14846163.775972
  nChanged 6757
		SP:Iteration 9Q (147906.800000 sec): 3 clusters
  Score: Raw -14852663.634282 + Penalty 3918.637578 = -14848744.996704
  nChanged 6400
		SP:Iteration 10Q (147908.260000 sec): 3 clusters
  Score: Raw -14855358.908501 + Penalty 3918.637578 = -14851440.270923
  nChanged 6434
		SP:Iteration 11Q (147909.660000 sec): 3 clusters
  Score: Raw -14858338.643140 + Penalty 3918.637578 = -14854420.005562
  nChanged 6350
		SP:Iteration 12Q (147911.120000 sec): 3 clusters
  Score: Raw -14861308.401228 + Penalty 3918.637578 = -14857389.763650
  nChanged 6029
		SP:Iteration 13Q (147912.500000 sec): 3 clusters
  Score: Raw -14863758.211740 + Penalty 3918.637578 = -14859839.574162
  nChanged 4902
		SP:Iteration 14Q (147913.860000 sec): 3 clusters
  Score: Raw -14865252.460569 + Penalty 3918.637578 = -14861333.822991
  nChanged 3665
		SP:Iteration 15Q (147915.270000 sec): 3 clusters
  Score: Raw -14866137.078446 + Penalty 3918.637578 = -14862218.440868
  nChanged 2876
		SP:Iteration 16Q (147916.630000 sec): 3 clusters
  Score: Raw -14866763.896979 + Penalty 3918.637578 = -14862845.259401
  nChanged 2549
		SP:Iteration 17Q (147917.990000 sec): 3 clusters
  Score: Raw -14867343.871159 + Penalty 3918.637578 = -14863425.233581
  nChanged 2550
		SP:Iteration 18Q (147919.400000 sec): 3 clusters
  Score: Raw -14867993.455858 + Penalty 3918.637578 = -14864074.818280
  nChanged 2668
		SP:Iteration 19Q (147920.810000 sec): 3 clusters
  Score: Raw -14868731.275093 + Penalty 3918.637578 = -14864812.637515
  nChanged 2826
		SP:Iteration 20F (147922.040000 sec): 3 clusters
  Score: Raw -14869570.460611 + Penalty 3918.637578 = -14865651.823033
  nChanged 2938
		SP:Iteration 21Q (147923.410000 sec): 3 clusters
  Score: Raw -14870540.694169 + Penalty 3918.637578 = -14866622.056591
  nChanged 3132
		SP:Iteration 22Q (147924.770000 sec): 3 clusters
  Score: Raw -14871689.684809 + Penalty 3918.637578 = -14867771.047231
  nChanged 3311
		SP:Iteration 23Q (147926.130000 sec): 3 clusters
  Score: Raw -14873030.245530 + Penalty 3918.637578 = -14869111.607952
  nChanged 3359
		SP:Iteration 24Q (147927.440000 sec): 3 clusters
  Score: Raw -14874540.265485 + Penalty 3918.637578 = -14870621.627907
  nChanged 3393
		SP:Iteration 25Q (147928.810000 sec): 3 clusters
  Score: Raw -14876195.134710 + Penalty 3918.637578 = -14872276.497132
  nChanged 3278
		SP:Iteration 26Q (147930.170000 sec): 3 clusters
  Score: Raw -14877848.727275 + Penalty 3918.637578 = -14873930.089697
  nChanged 3036
		SP:Iteration 27Q (147931.530000 sec): 3 clusters
  Score: Raw -14879372.087303 + Penalty 3918.637578 = -14875453.449725
  nChanged 2767
		SP:Iteration 28Q (147932.840000 sec): 3 clusters
  Score: Raw -14880806.425201 + Penalty 3918.637578 = -14876887.787623
  nChanged 2579
		SP:Iteration 29Q (147934.130000 sec): 3 clusters
  Score: Raw -14882141.482387 + Penalty 3918.637578 = -14878222.844809
  nChanged 2356
		SP:Iteration 30Q (147935.380000 sec): 3 clusters
  Score: Raw -14883305.936700 + Penalty 3918.637578 = -14879387.299122
  nChanged 2045
		SP:Iteration 31Q (147936.700000 sec): 3 clusters
  Score: Raw -14884221.949996 + Penalty 3918.637578 = -14880303.312418
  nChanged 1811
		SP:Iteration 32Q (147938.010000 sec): 3 clusters
  Score: Raw -14884965.170842 + Penalty 3918.637578 = -14881046.533264
  nChanged 1593
		SP:Iteration 33Q (147939.280000 sec): 3 clusters
  Score: Raw -14885555.601445 + Penalty 3918.637578 = -14881636.963867
  nChanged 1379
		SP:Iteration 34Q (147940.600000 sec): 3 clusters
  Score: Raw -14886031.659877 + Penalty 3918.637578 = -14882113.022299
  nChanged 1276
		SP:Iteration 35Q (147941.860000 sec): 3 clusters
  Score: Raw -14886458.456890 + Penalty 3918.637578 = -14882539.819312
  nChanged 1203
		SP:Iteration 36Q (147943.170000 sec): 3 clusters
  Score: Raw -14886859.501746 + Penalty 3918.637578 = -14882940.864168
  nChanged 1078
		SP:Iteration 37Q (147944.480000 sec): 3 clusters
  Score: Raw -14887203.006716 + Penalty 3918.637578 = -14883284.369138
  nChanged 1012
		SP:Iteration 38Q (147945.690000 sec): 3 clusters
  Score: Raw -14887527.419373 + Penalty 3918.637578 = -14883608.781795
  nChanged 960
		SP:Iteration 39Q (147946.990000 sec): 3 clusters
  Score: Raw -14887832.577982 + Penalty 3918.637578 = -14883913.940404
  nChanged 898
		SP:Iteration 40F (147948.310000 sec): 3 clusters
  Score: Raw -14888142.215088 + Penalty 3918.637578 = -14884223.577510
  nChanged 827
		SP:Iteration 41Q (147949.560000 sec): 3 clusters
  Score: Raw -14888409.886233 + Penalty 3918.637578 = -14884491.248655
  nChanged 786
		SP:Iteration 42Q (147950.920000 sec): 3 clusters
  Score: Raw -14888651.688997 + Penalty 3918.637578 = -14884733.051419
  nChanged 724
		SP:Iteration 43Q (147952.240000 sec): 3 clusters
  Score: Raw -14888866.854675 + Penalty 3918.637578 = -14884948.217098
  nChanged 642
		SP:Iteration 44Q (147953.550000 sec): 3 clusters
  Score: Raw -14889047.511885 + Penalty 3918.637578 = -14885128.874307
  nChanged 580
		SP:Iteration 45Q (147954.830000 sec): 3 clusters
  Score: Raw -14889210.492564 + Penalty 3918.637578 = -14885291.854986
  nChanged 536
		SP:Iteration 46Q (147956.150000 sec): 3 clusters
  Score: Raw -14889359.808613 + Penalty 3918.637578 = -14885441.171035
  nChanged 539
		SP:Iteration 47Q (147957.410000 sec): 3 clusters
  Score: Raw -14889511.178312 + Penalty 3918.637578 = -14885592.540734
  nChanged 496
		SP:Iteration 48Q (147958.730000 sec): 3 clusters
  Score: Raw -14889643.631320 + Penalty 3918.637578 = -14885724.993742
  nChanged 455
		SP:Iteration 49Q (147960.000000 sec): 3 clusters
  Score: Raw -14889763.941719 + Penalty 3918.637578 = -14885845.304141
  nChanged 446
		SP:Iteration 50Q (147961.320000 sec): 3 clusters
  Score: Raw -14889890.225622 + Penalty 3918.637578 = -14885971.588044
  nChanged 429
		SP:Iteration 51Q (147962.590000 sec): 3 clusters
  Score: Raw -14890018.580573 + Penalty 3918.637578 = -14886099.942995
  nChanged 410
		SP:Iteration 52Q (147963.920000 sec): 3 clusters
  Score: Raw -14890134.124357 + Penalty 3918.637578 = -14886215.486779
  nChanged 364
		SP:Iteration 53Q (147965.200000 sec): 3 clusters
  Score: Raw -14890235.165309 + Penalty 3918.637578 = -14886316.527731
  nChanged 332
		SP:Iteration 54Q (147966.520000 sec): 3 clusters
  Score: Raw -14890321.632177 + Penalty 3918.637578 = -14886402.994599
  nChanged 291
		SP:Iteration 55Q (147967.850000 sec): 3 clusters
  Score: Raw -14890393.771018 + Penalty 3918.637578 = -14886475.133440
  nChanged 285
		SP:Iteration 56Q (147969.110000 sec): 3 clusters
  Score: Raw -14890464.593788 + Penalty 3918.637578 = -14886545.956210
  nChanged 262
		SP:Iteration 57Q (147970.370000 sec): 3 clusters
  Score: Raw -14890535.618188 + Penalty 3918.637578 = -14886616.980611
  nChanged 256
		SP:Iteration 58Q (147971.650000 sec): 3 clusters
  Score: Raw -14890608.105294 + Penalty 3918.637578 = -14886689.467716
  nChanged 265
		SP:Iteration 59Q (147972.980000 sec): 3 clusters
  Score: Raw -14890686.857948 + Penalty 3918.637578 = -14886768.220370
  nChanged 246
		SP:Iteration 60F (147974.260000 sec): 3 clusters
  Score: Raw -14890755.396076 + Penalty 3918.637578 = -14886836.758498
  nChanged 234
		SP:Iteration 61Q (147975.540000 sec): 3 clusters
  Score: Raw -14890824.638244 + Penalty 3918.637578 = -14886906.000666
  nChanged 205
		SP:Iteration 62Q (147976.860000 sec): 3 clusters
  Score: Raw -14890882.661779 + Penalty 3918.637578 = -14886964.024201
  nChanged 198
		SP:Iteration 63Q (147978.120000 sec): 3 clusters
  Score: Raw -14890938.944271 + Penalty 3918.637578 = -14887020.306693
  nChanged 192
		SP:Iteration 64Q (147979.380000 sec): 3 clusters
  Score: Raw -14890997.317011 + Penalty 3918.637578 = -14887078.679433
  nChanged 188
		SP:Iteration 65Q (147980.570000 sec): 3 clusters
  Score: Raw -14891051.725342 + Penalty 3918.637578 = -14887133.087764
  nChanged 172
		SP:Iteration 66Q (147981.830000 sec): 3 clusters
  Score: Raw -14891104.629903 + Penalty 3918.637578 = -14887185.992325
  nChanged 163
		SP:Iteration 67Q (147983.090000 sec): 3 clusters
  Score: Raw -14891152.483364 + Penalty 3918.637578 = -14887233.845786
  nChanged 152
		SP:Iteration 68Q (147984.420000 sec): 3 clusters
  Score: Raw -14891204.336324 + Penalty 3918.637578 = -14887285.698746
  nChanged 146
		SP:Iteration 69Q (147985.700000 sec): 3 clusters
  Score: Raw -14891252.104030 + Penalty 3918.637578 = -14887333.466452
  nChanged 122
		SP:Iteration 70Q (147987.020000 sec): 3 clusters
  Score: Raw -14891295.163706 + Penalty 3918.637578 = -14887376.526128
  nChanged 112
		SP:Iteration 71Q (147988.290000 sec): 3 clusters
  Score: Raw -14891337.700444 + Penalty 3918.637578 = -14887419.062866
  nChanged 95
		SP:Iteration 72Q (147989.620000 sec): 3 clusters
  Score: Raw -14891369.589628 + Penalty 3918.637578 = -14887450.952050
  nChanged 72
		SP:Iteration 73Q (147990.890000 sec): 3 clusters
  Score: Raw -14891394.240552 + Penalty 3918.637578 = -14887475.602974
  nChanged 73
		SP:Iteration 74Q (147992.160000 sec): 3 clusters
  Score: Raw -14891420.592679 + Penalty 3918.637578 = -14887501.955101
  nChanged 79
		SP:Iteration 75Q (147993.480000 sec): 3 clusters
  Score: Raw -14891447.955075 + Penalty 3918.637578 = -14887529.317497
  nChanged 67
		SP:Iteration 76Q (147994.750000 sec): 3 clusters
  Score: Raw -14891468.305992 + Penalty 3918.637578 = -14887549.668414
  nChanged 49
		SP:Iteration 77Q (147996.080000 sec): 3 clusters
  Score: Raw -14891482.570026 + Penalty 3918.637578 = -14887563.932449
  nChanged 46
		SP:Iteration 78Q (147997.360000 sec): 3 clusters
  Score: Raw -14891495.353106 + Penalty 3918.637578 = -14887576.715528
  nChanged 47
		SP:Iteration 79Q (147998.680000 sec): 3 clusters
  Score: Raw -14891507.665273 + Penalty 3918.637578 = -14887589.027696
  nChanged 41
		SP:Iteration 80F (147999.960000 sec): 3 clusters
  Score: Raw -14891522.384957 + Penalty 3918.637578 = -14887603.747379
  nChanged 51
		SP:Iteration 81Q (148001.270000 sec): 3 clusters
  Score: Raw -14891539.594317 + Penalty 3918.637578 = -14887620.956739
  nChanged 44
		SP:Iteration 82Q (148002.600000 sec): 3 clusters
  Score: Raw -14891554.224668 + Penalty 3918.637578 = -14887635.587090
  nChanged 36
		SP:Iteration 83Q (148003.930000 sec): 3 clusters
  Score: Raw -14891567.282683 + Penalty 3918.637578 = -14887648.645105
  nChanged 34
		SP:Iteration 84Q (148005.210000 sec): 3 clusters
  Score: Raw -14891578.893069 + Penalty 3918.637578 = -14887660.255491
  nChanged 27
		SP:Iteration 85Q (148006.540000 sec): 3 clusters
  Score: Raw -14891586.113561 + Penalty 3918.637578 = -14887667.475983
  nChanged 15
		SP:Iteration 86Q (148007.820000 sec): 3 clusters
  Score: Raw -14891590.026423 + Penalty 3918.637578 = -14887671.388845
  nChanged 11
		SP:Iteration 87Q (148009.140000 sec): 3 clusters
  Score: Raw -14891591.827860 + Penalty 3918.637578 = -14887673.190282
  nChanged 7
		SP:Iteration 88Q (148010.460000 sec): 3 clusters
  Score: Raw -14891593.581055 + Penalty 3918.637578 = -14887674.943477
  nChanged 4
		SP:Iteration 89Q (148011.790000 sec): 3 clusters
  Score: Raw -14891594.607493 + Penalty 3918.637578 = -14887675.969915
  nChanged 5
		SP:Iteration 90Q (148013.120000 sec): 3 clusters
  Score: Raw -14891595.310276 + Penalty 3918.637578 = -14887676.672698
  nChanged 3
		SP:Iteration 91Q (148014.410000 sec): 3 clusters
  Score: Raw -14891595.984658 + Penalty 3918.637578 = -14887677.347080
  nChanged 4
		SP:Iteration 92Q (148015.750000 sec): 3 clusters
  Score: Raw -14891597.062824 + Penalty 3918.637578 = -14887678.425246
  nChanged 3
		SP:Iteration 93Q (148017.000000 sec): 3 clusters
  Score: Raw -14891597.963692 + Penalty 3918.637578 = -14887679.326114
  nChanged 5
		SP:Iteration 94Q (148018.320000 sec): 3 clusters
  Score: Raw -14891599.018127 + Penalty 3918.637578 = -14887680.380549
  nChanged 2
		SP:Iteration 95Q (148019.600000 sec): 3 clusters
  Score: Raw -14891599.430600 + Penalty 3918.637578 = -14887680.793022
  nChanged 0
		SP:Iteration 96F (148020.870000 sec): 3 clusters
  Score: Raw -14891599.430600 + Penalty 3918.637578 = -14887680.793022
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 20 (16371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148021.050000 sec): 2 clusters
  Score: Raw -1407209.053977 + Penalty 1576.780848 = -1405632.273129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148021.310000 sec): 3 clusters
  Score: Raw -1397594.895013 + Penalty 3153.561696 = -1394441.333317
  nChanged 7320
		SP:Iteration 1F (148021.590000 sec): 3 clusters
  Score: Raw -1401701.967416 + Penalty 3153.561696 = -1398548.405721
  nChanged 1017
		SP:Iteration 2F (148021.830000 sec): 3 clusters
  Score: Raw -1402246.415816 + Penalty 3153.561696 = -1399092.854120
  nChanged 1036
		SP:Iteration 3F (148022.090000 sec): 3 clusters
  Score: Raw -1402914.550326 + Penalty 3153.561696 = -1399760.988630
  nChanged 1141
		SP:Iteration 4F (148022.370000 sec): 3 clusters
  Score: Raw -1403785.275424 + Penalty 3153.561696 = -1400631.713729
  nChanged 1174
		SP:Iteration 5F (148022.670000 sec): 3 clusters
  Score: Raw -1404683.260208 + Penalty 3153.561696 = -1401529.698513
  nChanged 1073
		SP:Iteration 6F (148022.910000 sec): 3 clusters
  Score: Raw -1405512.304672 + Penalty 3153.561696 = -1402358.742976
  nChanged 863
		SP:Iteration 7F (148023.170000 sec): 3 clusters
  Score: Raw -1406146.860731 + Penalty 3153.561696 = -1402993.299035
  nChanged 675
		SP:Iteration 8Q (148023.470000 sec): 3 clusters
  Score: Raw -1406637.156078 + Penalty 3153.561696 = -1403483.594383
  nChanged 552
		SP:Iteration 9Q (148023.740000 sec): 3 clusters
  Score: Raw -1407094.391206 + Penalty 3153.561696 = -1403940.829510
  nChanged 457
		SP:Iteration 10Q (148023.970000 sec): 3 clusters
  Score: Raw -1407444.909228 + Penalty 3153.561696 = -1404291.347532
  nChanged 339
		SP:Iteration 11Q (148024.230000 sec): 3 clusters
  Score: Raw -1407656.508373 + Penalty 3153.561696 = -1404502.946678
  nChanged 253
		SP:Iteration 12Q (148024.490000 sec): 3 clusters
  Score: Raw -1407786.067914 + Penalty 3153.561696 = -1404632.506218
  nChanged 184
		SP:Iteration 13Q (148024.760000 sec): 3 clusters
  Score: Raw -1407852.800627 + Penalty 3153.561696 = -1404699.238932
  nChanged 136
		SP:Iteration 14Q (148025.020000 sec): 3 clusters
  Score: Raw -1407891.407418 + Penalty 3153.561696 = -1404737.845722
  nChanged 94
		SP:Iteration 15Q (148025.320000 sec): 3 clusters
  Score: Raw -1407918.184269 + Penalty 3153.561696 = -1404764.622573
  nChanged 83
		SP:Iteration 16Q (148025.550000 sec): 3 clusters
  Score: Raw -1407940.985491 + Penalty 3153.561696 = -1404787.423796
  nChanged 73
		SP:Iteration 17Q (148025.820000 sec): 3 clusters
  Score: Raw -1407961.474888 + Penalty 3153.561696 = -1404807.913192
  nChanged 61
		SP:Iteration 18Q (148026.070000 sec): 3 clusters
  Score: Raw -1407974.915147 + Penalty 3153.561696 = -1404821.353451
  nChanged 57
		SP:Iteration 19Q (148026.350000 sec): 3 clusters
  Score: Raw -1407984.800717 + Penalty 3153.561696 = -1404831.239022
  nChanged 37
		SP:Iteration 20F (148026.620000 sec): 3 clusters
  Score: Raw -1407992.149280 + Penalty 3153.561696 = -1404838.587584
  nChanged 31
		SP:Iteration 21Q (148026.900000 sec): 3 clusters
  Score: Raw -1407996.582153 + Penalty 3153.561696 = -1404843.020457
  nChanged 22
		SP:Iteration 22Q (148027.190000 sec): 3 clusters
  Score: Raw -1407998.956373 + Penalty 3153.561696 = -1404845.394678
  nChanged 12
		SP:Iteration 23Q (148027.450000 sec): 3 clusters
  Score: Raw -1408000.457544 + Penalty 3153.561696 = -1404846.895848
  nChanged 12
		SP:Iteration 24Q (148027.750000 sec): 3 clusters
  Score: Raw -1408001.551700 + Penalty 3153.561696 = -1404847.990004
  nChanged 5
		SP:Iteration 25Q (148028.000000 sec): 3 clusters
  Score: Raw -1408001.903044 + Penalty 3153.561696 = -1404848.341348
  nChanged 7
		SP:Iteration 26Q (148028.250000 sec): 3 clusters
  Score: Raw -1408002.585951 + Penalty 3153.561696 = -1404849.024255
  nChanged 4
		SP:Iteration 27Q (148028.400000 sec): 3 clusters
  Score: Raw -1408003.034125 + Penalty 3153.561696 = -1404849.472429
  nChanged 2
		SP:Iteration 28Q (148028.680000 sec): 3 clusters
  Score: Raw -1408003.285225 + Penalty 3153.561696 = -1404849.723530
  nChanged 3
		SP:Iteration 29Q (148028.910000 sec): 3 clusters
  Score: Raw -1408003.588766 + Penalty 3153.561696 = -1404850.027071
  nChanged 1
		SP:Iteration 30Q (148029.250000 sec): 3 clusters
  Score: Raw -1408003.616640 + Penalty 3153.561696 = -1404850.054945
  nChanged 0
		SP:Iteration 31F (148029.490000 sec): 3 clusters
  Score: Raw -1408003.616640 + Penalty 3153.561696 = -1404850.054945
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 21 (28334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148029.740000 sec): 2 clusters
  Score: Raw -2308753.846497 + Penalty 1665.920389 = -2307087.926108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148030.080000 sec): 3 clusters
  Score: Raw -2291282.171405 + Penalty 3331.840777 = -2287950.330628
  nChanged 12895
		SP:Iteration 1F (148030.430000 sec): 3 clusters
  Score: Raw -2298540.127183 + Penalty 3331.840777 = -2295208.286406
  nChanged 1331
		SP:Iteration 2Q (148030.830000 sec): 3 clusters
  Score: Raw -2298928.663121 + Penalty 3331.840777 = -2295596.822344
  nChanged 1159
		SP:Iteration 3Q (148031.250000 sec): 3 clusters
  Score: Raw -2299285.165441 + Penalty 3331.840777 = -2295953.324664
  nChanged 1150
		SP:Iteration 4Q (148031.630000 sec): 3 clusters
  Score: Raw -2299686.763615 + Penalty 3331.840777 = -2296354.922837
  nChanged 1199
		SP:Iteration 5Q (148032.050000 sec): 3 clusters
  Score: Raw -2300246.861204 + Penalty 3331.840777 = -2296915.020427
  nChanged 1364
		SP:Iteration 6Q (148032.470000 sec): 3 clusters
  Score: Raw -2301089.899856 + Penalty 3331.840777 = -2297758.059079
  nChanged 1676
		SP:Iteration 7F (148032.770000 sec): 3 clusters
  Score: Raw -2302322.679546 + Penalty 3331.840777 = -2298990.838769
  nChanged 1852
		SP:Iteration 8F (148033.100000 sec): 3 clusters
  Score: Raw -2303834.164336 + Penalty 3331.840777 = -2300502.323559
  nChanged 1830
		SP:Iteration 9F (148033.390000 sec): 3 clusters
  Score: Raw -2305356.029914 + Penalty 3331.840777 = -2302024.189137
  nChanged 1615
		SP:Iteration 10F (148033.720000 sec): 3 clusters
  Score: Raw -2306820.910103 + Penalty 3331.840777 = -2303489.069325
  nChanged 1317
		SP:Iteration 11Q (148034.050000 sec): 3 clusters
  Score: Raw -2308076.072529 + Penalty 3331.840777 = -2304744.231752
  nChanged 1012
		SP:Iteration 12Q (148034.410000 sec): 3 clusters
  Score: Raw -2309060.030665 + Penalty 3331.840777 = -2305728.189888
  nChanged 727
		SP:Iteration 13Q (148034.770000 sec): 3 clusters
  Score: Raw -2309731.839759 + Penalty 3331.840777 = -2306399.998982
  nChanged 550
		SP:Iteration 14Q (148035.130000 sec): 3 clusters
  Score: Raw -2310192.765955 + Penalty 3331.840777 = -2306860.925178
  nChanged 387
		SP:Iteration 15Q (148035.450000 sec): 3 clusters
  Score: Raw -2310468.903411 + Penalty 3331.840777 = -2307137.062634
  nChanged 291
		SP:Iteration 16Q (148035.770000 sec): 3 clusters
  Score: Raw -2310626.741178 + Penalty 3331.840777 = -2307294.900401
  nChanged 203
		SP:Iteration 17Q (148036.140000 sec): 3 clusters
  Score: Raw -2310705.383650 + Penalty 3331.840777 = -2307373.542873
  nChanged 133
		SP:Iteration 18Q (148036.510000 sec): 3 clusters
  Score: Raw -2310746.804590 + Penalty 3331.840777 = -2307414.963812
  nChanged 104
		SP:Iteration 19Q (148036.870000 sec): 3 clusters
  Score: Raw -2310776.426439 + Penalty 3331.840777 = -2307444.585662
  nChanged 73
		SP:Iteration 20F (148037.190000 sec): 3 clusters
  Score: Raw -2310791.650109 + Penalty 3331.840777 = -2307459.809332
  nChanged 59
		SP:Iteration 21Q (148037.500000 sec): 3 clusters
  Score: Raw -2310802.876123 + Penalty 3331.840777 = -2307471.035346
  nChanged 39
		SP:Iteration 22Q (148037.860000 sec): 3 clusters
  Score: Raw -2310809.708436 + Penalty 3331.840777 = -2307477.867658
  nChanged 37
		SP:Iteration 23Q (148038.220000 sec): 3 clusters
  Score: Raw -2310815.300328 + Penalty 3331.840777 = -2307483.459550
  nChanged 20
		SP:Iteration 24Q (148038.580000 sec): 3 clusters
  Score: Raw -2310817.658088 + Penalty 3331.840777 = -2307485.817311
  nChanged 16
		SP:Iteration 25Q (148038.910000 sec): 3 clusters
  Score: Raw -2310819.370522 + Penalty 3331.840777 = -2307487.529745
  nChanged 10
		SP:Iteration 26Q (148039.230000 sec): 3 clusters
  Score: Raw -2310820.784962 + Penalty 3331.840777 = -2307488.944185
  nChanged 11
		SP:Iteration 27Q (148039.590000 sec): 3 clusters
  Score: Raw -2310822.809367 + Penalty 3331.840777 = -2307490.968590
  nChanged 15
		SP:Iteration 28Q (148039.950000 sec): 3 clusters
  Score: Raw -2310825.196517 + Penalty 3331.840777 = -2307493.355739
  nChanged 13
		SP:Iteration 29Q (148040.310000 sec): 3 clusters
  Score: Raw -2310826.811990 + Penalty 3331.840777 = -2307494.971213
  nChanged 8
		SP:Iteration 30Q (148040.670000 sec): 3 clusters
  Score: Raw -2310828.209499 + Penalty 3331.840777 = -2307496.368722
  nChanged 9
		SP:Iteration 31Q (148041.010000 sec): 3 clusters
  Score: Raw -2310829.162915 + Penalty 3331.840777 = -2307497.322138
  nChanged 3
		SP:Iteration 32Q (148041.360000 sec): 3 clusters
  Score: Raw -2310829.545231 + Penalty 3331.840777 = -2307497.704454
  nChanged 5
		SP:Iteration 33Q (148041.720000 sec): 3 clusters
  Score: Raw -2310830.465796 + Penalty 3331.840777 = -2307498.625019
  nChanged 6
		SP:Iteration 34Q (148042.110000 sec): 3 clusters
  Score: Raw -2310831.066316 + Penalty 3331.840777 = -2307499.225538
  nChanged 4
		SP:Iteration 35Q (148042.430000 sec): 3 clusters
  Score: Raw -2310831.685856 + Penalty 3331.840777 = -2307499.845079
  nChanged 4
		SP:Iteration 36Q (148042.790000 sec): 3 clusters
  Score: Raw -2310832.624774 + Penalty 3331.840777 = -2307500.783997
  nChanged 13
		SP:Iteration 37Q (148043.140000 sec): 3 clusters
  Score: Raw -2310834.945003 + Penalty 3331.840777 = -2307503.104226
  nChanged 16
		SP:Iteration 38Q (148043.500000 sec): 3 clusters
  Score: Raw -2310837.646576 + Penalty 3331.840777 = -2307505.805798
  nChanged 13
		SP:Iteration 39Q (148043.890000 sec): 3 clusters
  Score: Raw -2310839.735274 + Penalty 3331.840777 = -2307507.894497
  nChanged 6
		SP:Iteration 40F (148044.240000 sec): 3 clusters
  Score: Raw -2310840.413310 + Penalty 3331.840777 = -2307508.572533
  nChanged 5
		SP:Iteration 41Q (148044.610000 sec): 3 clusters
  Score: Raw -2310841.020277 + Penalty 3331.840777 = -2307509.179500
  nChanged 2
		SP:Iteration 42Q (148045.000000 sec): 3 clusters
  Score: Raw -2310841.341408 + Penalty 3331.840777 = -2307509.500631
  nChanged 2
		SP:Iteration 43Q (148045.350000 sec): 3 clusters
  Score: Raw -2310841.629921 + Penalty 3331.840777 = -2307509.789143
  nChanged 3
		SP:Iteration 44Q (148045.690000 sec): 3 clusters
  Score: Raw -2310841.858895 + Penalty 3331.840777 = -2307510.018118
  nChanged 1
		SP:Iteration 45Q (148046.030000 sec): 3 clusters
  Score: Raw -2310841.956193 + Penalty 3331.840777 = -2307510.115416
  nChanged 0
		SP:Iteration 46F (148046.350000 sec): 3 clusters
  Score: Raw -2310841.956193 + Penalty 3331.840777 = -2307510.115416
  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 10.71 GB.

 Trying to split cluster 22 (31851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148046.590000 sec): 2 clusters
  Score: Raw -2712733.759197 + Penalty 1684.933909 = -2711048.825287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148046.980000 sec): 3 clusters
  Score: Raw -2693034.797677 + Penalty 3369.867819 = -2689664.929858
  nChanged 14672
		SP:Iteration 1F (148047.310000 sec): 3 clusters
  Score: Raw -2701425.053412 + Penalty 3369.867819 = -2698055.185593
  nChanged 1799
		SP:Iteration 2F (148047.680000 sec): 3 clusters
  Score: Raw -2702336.299374 + Penalty 3369.867819 = -2698966.431555
  nChanged 2011
		SP:Iteration 3F (148048.010000 sec): 3 clusters
  Score: Raw -2703499.691065 + Penalty 3369.867819 = -2700129.823246
  nChanged 2146
		SP:Iteration 4F (148048.360000 sec): 3 clusters
  Score: Raw -2704984.604081 + Penalty 3369.867819 = -2701614.736262
  nChanged 2238
		SP:Iteration 5F (148048.720000 sec): 3 clusters
  Score: Raw -2706720.517984 + Penalty 3369.867819 = -2703350.650165
  nChanged 2321
		SP:Iteration 6F (148049.090000 sec): 3 clusters
  Score: Raw -2708634.192335 + Penalty 3369.867819 = -2705264.324516
  nChanged 2048
		SP:Iteration 7F (148049.460000 sec): 3 clusters
  Score: Raw -2710274.892886 + Penalty 3369.867819 = -2706905.025067
  nChanged 1636
		SP:Iteration 8F (148049.820000 sec): 3 clusters
  Score: Raw -2711385.405190 + Penalty 3369.867819 = -2708015.537371
  nChanged 1228
		SP:Iteration 9Q (148050.230000 sec): 3 clusters
  Score: Raw -2712135.155659 + Penalty 3369.867819 = -2708765.287840
  nChanged 928
		SP:Iteration 10Q (148050.600000 sec): 3 clusters
  Score: Raw -2712687.200367 + Penalty 3369.867819 = -2709317.332548
  nChanged 746
		SP:Iteration 11Q (148051.040000 sec): 3 clusters
  Score: Raw -2713146.126947 + Penalty 3369.867819 = -2709776.259128
  nChanged 681
		SP:Iteration 12Q (148051.460000 sec): 3 clusters
  Score: Raw -2713499.013393 + Penalty 3369.867819 = -2710129.145574
  nChanged 562
		SP:Iteration 13Q (148051.870000 sec): 3 clusters
  Score: Raw -2713745.221506 + Penalty 3369.867819 = -2710375.353687
  nChanged 465
		SP:Iteration 14Q (148052.310000 sec): 3 clusters
  Score: Raw -2713915.327461 + Penalty 3369.867819 = -2710545.459643
  nChanged 402
		SP:Iteration 15Q (148052.750000 sec): 3 clusters
  Score: Raw -2714047.129275 + Penalty 3369.867819 = -2710677.261456
  nChanged 341
		SP:Iteration 16Q (148053.180000 sec): 3 clusters
  Score: Raw -2714143.644335 + Penalty 3369.867819 = -2710773.776516
  nChanged 277
		SP:Iteration 17Q (148053.620000 sec): 3 clusters
  Score: Raw -2714216.483664 + Penalty 3369.867819 = -2710846.615846
  nChanged 244
		SP:Iteration 18Q (148054.060000 sec): 3 clusters
  Score: Raw -2714271.326258 + Penalty 3369.867819 = -2710901.458439
  nChanged 181
		SP:Iteration 19Q (148054.500000 sec): 3 clusters
  Score: Raw -2714314.336103 + Penalty 3369.867819 = -2710944.468284
  nChanged 171
		SP:Iteration 20F (148054.900000 sec): 3 clusters
  Score: Raw -2714355.667078 + Penalty 3369.867819 = -2710985.799260
  nChanged 162
		SP:Iteration 21Q (148055.280000 sec): 3 clusters
  Score: Raw -2714390.623713 + Penalty 3369.867819 = -2711020.755894
  nChanged 152
		SP:Iteration 22Q (148055.680000 sec): 3 clusters
  Score: Raw -2714420.976433 + Penalty 3369.867819 = -2711051.108614
  nChanged 151
		SP:Iteration 23Q (148056.110000 sec): 3 clusters
  Score: Raw -2714448.862322 + Penalty 3369.867819 = -2711078.994503
  nChanged 115
		SP:Iteration 24Q (148056.550000 sec): 3 clusters
  Score: Raw -2714469.009838 + Penalty 3369.867819 = -2711099.142019
  nChanged 143
		SP:Iteration 25Q (148056.980000 sec): 3 clusters
  Score: Raw -2714494.558818 + Penalty 3369.867819 = -2711124.690999
  nChanged 136
		SP:Iteration 26Q (148057.420000 sec): 3 clusters
  Score: Raw -2714515.762550 + Penalty 3369.867819 = -2711145.894731
  nChanged 116
		SP:Iteration 27Q (148057.790000 sec): 3 clusters
  Score: Raw -2714533.690055 + Penalty 3369.867819 = -2711163.822236
  nChanged 119
		SP:Iteration 28Q (148058.180000 sec): 3 clusters
  Score: Raw -2714552.035893 + Penalty 3369.867819 = -2711182.168074
  nChanged 110
		SP:Iteration 29Q (148058.620000 sec): 3 clusters
  Score: Raw -2714567.714035 + Penalty 3369.867819 = -2711197.846216
  nChanged 99
		SP:Iteration 30Q (148059.060000 sec): 3 clusters
  Score: Raw -2714579.620086 + Penalty 3369.867819 = -2711209.752267
  nChanged 90
		SP:Iteration 31Q (148059.500000 sec): 3 clusters
  Score: Raw -2714594.038816 + Penalty 3369.867819 = -2711224.170997
  nChanged 113
		SP:Iteration 32Q (148059.940000 sec): 3 clusters
  Score: Raw -2714611.308048 + Penalty 3369.867819 = -2711241.440229
  nChanged 107
		SP:Iteration 33Q (148060.380000 sec): 3 clusters
  Score: Raw -2714625.991993 + Penalty 3369.867819 = -2711256.124174
  nChanged 87
		SP:Iteration 34Q (148060.820000 sec): 3 clusters
  Score: Raw -2714634.459644 + Penalty 3369.867819 = -2711264.591826
  nChanged 84
		SP:Iteration 35Q (148061.290000 sec): 3 clusters
  Score: Raw -2714643.432462 + Penalty 3369.867819 = -2711273.564643
  nChanged 63
		SP:Iteration 36Q (148061.650000 sec): 3 clusters
  Score: Raw -2714648.955893 + Penalty 3369.867819 = -2711279.088075
  nChanged 52
		SP:Iteration 37Q (148062.090000 sec): 3 clusters
  Score: Raw -2714653.441772 + Penalty 3369.867819 = -2711283.573954
  nChanged 53
		SP:Iteration 38Q (148062.520000 sec): 3 clusters
  Score: Raw -2714658.137471 + Penalty 3369.867819 = -2711288.269652
  nChanged 48
		SP:Iteration 39Q (148062.940000 sec): 3 clusters
  Score: Raw -2714661.795369 + Penalty 3369.867819 = -2711291.927550
  nChanged 56
		SP:Iteration 40F (148063.350000 sec): 3 clusters
  Score: Raw -2714665.940237 + Penalty 3369.867819 = -2711296.072418
  nChanged 50
		SP:Iteration 41Q (148063.750000 sec): 3 clusters
  Score: Raw -2714670.155758 + Penalty 3369.867819 = -2711300.287940
  nChanged 40
		SP:Iteration 42Q (148064.150000 sec): 3 clusters
  Score: Raw -2714673.924408 + Penalty 3369.867819 = -2711304.056589
  nChanged 47
		SP:Iteration 43Q (148064.540000 sec): 3 clusters
  Score: Raw -2714677.842122 + Penalty 3369.867819 = -2711307.974303
  nChanged 42
		SP:Iteration 44Q (148064.940000 sec): 3 clusters
  Score: Raw -2714681.049551 + Penalty 3369.867819 = -2711311.181732
  nChanged 35
		SP:Iteration 45Q (148065.340000 sec): 3 clusters
  Score: Raw -2714684.175468 + Penalty 3369.867819 = -2711314.307649
  nChanged 34
		SP:Iteration 46Q (148065.740000 sec): 3 clusters
  Score: Raw -2714686.573026 + Penalty 3369.867819 = -2711316.705208
  nChanged 30
		SP:Iteration 47Q (148066.110000 sec): 3 clusters
  Score: Raw -2714688.461268 + Penalty 3369.867819 = -2711318.593449
  nChanged 24
		SP:Iteration 48Q (148066.470000 sec): 3 clusters
  Score: Raw -2714690.007580 + Penalty 3369.867819 = -2711320.139762
  nChanged 26
		SP:Iteration 49Q (148066.840000 sec): 3 clusters
  Score: Raw -2714691.730199 + Penalty 3369.867819 = -2711321.862381
  nChanged 30
		SP:Iteration 50Q (148067.220000 sec): 3 clusters
  Score: Raw -2714693.192057 + Penalty 3369.867819 = -2711323.324239
  nChanged 25
		SP:Iteration 51Q (148067.580000 sec): 3 clusters
  Score: Raw -2714694.664457 + Penalty 3369.867819 = -2711324.796638
  nChanged 30
		SP:Iteration 52Q (148067.980000 sec): 3 clusters
  Score: Raw -2714696.867374 + Penalty 3369.867819 = -2711326.999555
  nChanged 27
		SP:Iteration 53Q (148068.360000 sec): 3 clusters
  Score: Raw -2714699.004448 + Penalty 3369.867819 = -2711329.136629
  nChanged 21
		SP:Iteration 54Q (148068.730000 sec): 3 clusters
  Score: Raw -2714699.948745 + Penalty 3369.867819 = -2711330.080926
  nChanged 15
		SP:Iteration 55Q (148069.160000 sec): 3 clusters
  Score: Raw -2714700.566477 + Penalty 3369.867819 = -2711330.698658
  nChanged 14
		SP:Iteration 56Q (148069.510000 sec): 3 clusters
  Score: Raw -2714701.300443 + Penalty 3369.867819 = -2711331.432624
  nChanged 10
		SP:Iteration 57Q (148069.940000 sec): 3 clusters
  Score: Raw -2714701.790154 + Penalty 3369.867819 = -2711331.922335
  nChanged 18
		SP:Iteration 58Q (148070.320000 sec): 3 clusters
  Score: Raw -2714702.577238 + Penalty 3369.867819 = -2711332.709419
  nChanged 15
		SP:Iteration 59Q (148070.680000 sec): 3 clusters
  Score: Raw -2714703.285486 + Penalty 3369.867819 = -2711333.417668
  nChanged 15
		SP:Iteration 60F (148071.060000 sec): 3 clusters
  Score: Raw -2714703.850830 + Penalty 3369.867819 = -2711333.983011
  nChanged 10
		SP:Iteration 61Q (148071.460000 sec): 3 clusters
  Score: Raw -2714704.216140 + Penalty 3369.867819 = -2711334.348321
  nChanged 8
		SP:Iteration 62Q (148071.850000 sec): 3 clusters
  Score: Raw -2714704.671545 + Penalty 3369.867819 = -2711334.803726
  nChanged 12
		SP:Iteration 63Q (148072.250000 sec): 3 clusters
  Score: Raw -2714705.298748 + Penalty 3369.867819 = -2711335.430930
  nChanged 12
		SP:Iteration 64Q (148072.660000 sec): 3 clusters
  Score: Raw -2714705.942571 + Penalty 3369.867819 = -2711336.074752
  nChanged 20
		SP:Iteration 65Q (148073.060000 sec): 3 clusters
  Score: Raw -2714706.863014 + Penalty 3369.867819 = -2711336.995195
  nChanged 10
		SP:Iteration 66Q (148073.470000 sec): 3 clusters
  Score: Raw -2714707.514597 + Penalty 3369.867819 = -2711337.646779
  nChanged 21
		SP:Iteration 67Q (148073.870000 sec): 3 clusters
  Score: Raw -2714708.885796 + Penalty 3369.867819 = -2711339.017977
  nChanged 25
		SP:Iteration 68Q (148074.270000 sec): 3 clusters
  Score: Raw -2714710.405947 + Penalty 3369.867819 = -2711340.538128
  nChanged 27
		SP:Iteration 69Q (148074.660000 sec): 3 clusters
  Score: Raw -2714711.658816 + Penalty 3369.867819 = -2711341.790997
  nChanged 23
		SP:Iteration 70Q (148075.060000 sec): 3 clusters
  Score: Raw -2714712.863167 + Penalty 3369.867819 = -2711342.995348
  nChanged 24
		SP:Iteration 71Q (148075.520000 sec): 3 clusters
  Score: Raw -2714714.277233 + Penalty 3369.867819 = -2711344.409415
  nChanged 21
		SP:Iteration 72Q (148075.900000 sec): 3 clusters
  Score: Raw -2714715.576480 + Penalty 3369.867819 = -2711345.708661
  nChanged 14
		SP:Iteration 73Q (148076.270000 sec): 3 clusters
  Score: Raw -2714716.269122 + Penalty 3369.867819 = -2711346.401303
  nChanged 20
		SP:Iteration 74Q (148076.680000 sec): 3 clusters
  Score: Raw -2714717.247992 + Penalty 3369.867819 = -2711347.380173
  nChanged 16
		SP:Iteration 75Q (148077.090000 sec): 3 clusters
  Score: Raw -2714718.416858 + Penalty 3369.867819 = -2711348.549039
  nChanged 21
		SP:Iteration 76Q (148077.500000 sec): 3 clusters
  Score: Raw -2714719.722892 + Penalty 3369.867819 = -2711349.855073
  nChanged 22
		SP:Iteration 77Q (148077.890000 sec): 3 clusters
  Score: Raw -2714721.317468 + Penalty 3369.867819 = -2711351.449649
  nChanged 29
		SP:Iteration 78Q (148078.290000 sec): 3 clusters
  Score: Raw -2714723.190303 + Penalty 3369.867819 = -2711353.322484
  nChanged 26
		SP:Iteration 79Q (148078.690000 sec): 3 clusters
  Score: Raw -2714725.228250 + Penalty 3369.867819 = -2711355.360431
  nChanged 25
		SP:Iteration 80F (148079.050000 sec): 3 clusters
  Score: Raw -2714726.864012 + Penalty 3369.867819 = -2711356.996194
  nChanged 20
		SP:Iteration 81Q (148079.460000 sec): 3 clusters
  Score: Raw -2714728.356875 + Penalty 3369.867819 = -2711358.489056
  nChanged 20
		SP:Iteration 82Q (148079.860000 sec): 3 clusters
  Score: Raw -2714729.618616 + Penalty 3369.867819 = -2711359.750797
  nChanged 20
		SP:Iteration 83Q (148080.250000 sec): 3 clusters
  Score: Raw -2714730.658485 + Penalty 3369.867819 = -2711360.790666
  nChanged 20
		SP:Iteration 84Q (148080.650000 sec): 3 clusters
  Score: Raw -2714731.577079 + Penalty 3369.867819 = -2711361.709261
  nChanged 18
		SP:Iteration 85Q (148081.060000 sec): 3 clusters
  Score: Raw -2714732.435076 + Penalty 3369.867819 = -2711362.567257
  nChanged 18
		SP:Iteration 86Q (148081.450000 sec): 3 clusters
  Score: Raw -2714733.502488 + Penalty 3369.867819 = -2711363.634669
  nChanged 12
		SP:Iteration 87Q (148081.820000 sec): 3 clusters
  Score: Raw -2714734.264231 + Penalty 3369.867819 = -2711364.396412
  nChanged 18
		SP:Iteration 88Q (148082.190000 sec): 3 clusters
  Score: Raw -2714735.159347 + Penalty 3369.867819 = -2711365.291528
  nChanged 13
		SP:Iteration 89Q (148082.560000 sec): 3 clusters
  Score: Raw -2714735.825196 + Penalty 3369.867819 = -2711365.957377
  nChanged 7
		SP:Iteration 90Q (148082.930000 sec): 3 clusters
  Score: Raw -2714736.107567 + Penalty 3369.867819 = -2711366.239748
  nChanged 1
		SP:Iteration 91Q (148083.310000 sec): 3 clusters
  Score: Raw -2714736.132902 + Penalty 3369.867819 = -2711366.265084
  nChanged 0
		SP:Iteration 92F (148083.680000 sec): 3 clusters
  Score: Raw -2714736.132902 + Penalty 3369.867819 = -2711366.265084
  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 10.71 GB.

 Trying to split cluster 23 (80677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148084.200000 sec): 2 clusters
  Score: Raw -7196763.052181 + Penalty 1835.958931 = -7194927.093250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148084.910000 sec): 3 clusters
  Score: Raw -7145029.512812 + Penalty 3671.917862 = -7141357.594950
  nChanged 38028
		SP:Iteration 1F (148085.640000 sec): 3 clusters
  Score: Raw -7166890.946073 + Penalty 3671.917862 = -7163219.028210
  nChanged 3503
		SP:Iteration 2Q (148086.370000 sec): 3 clusters
  Score: Raw -7168229.780504 + Penalty 3671.917862 = -7164557.862641
  nChanged 4367
		SP:Iteration 3F (148087.040000 sec): 3 clusters
  Score: Raw -7170390.647770 + Penalty 3671.917862 = -7166718.729908
  nChanged 5352
		SP:Iteration 4F (148087.720000 sec): 3 clusters
  Score: Raw -7173755.915060 + Penalty 3671.917862 = -7170083.997198
  nChanged 6178
		SP:Iteration 5F (148088.390000 sec): 3 clusters
  Score: Raw -7177952.351718 + Penalty 3671.917862 = -7174280.433855
  nChanged 5998
		SP:Iteration 6F (148089.060000 sec): 3 clusters
  Score: Raw -7181808.083602 + Penalty 3671.917862 = -7178136.165740
  nChanged 4949
		SP:Iteration 7F (148089.690000 sec): 3 clusters
  Score: Raw -7184504.548658 + Penalty 3671.917862 = -7180832.630796
  nChanged 3663
		SP:Iteration 8Q (148090.400000 sec): 3 clusters
  Score: Raw -7186247.807501 + Penalty 3671.917862 = -7182575.889639
  nChanged 2745
		SP:Iteration 9Q (148091.150000 sec): 3 clusters
  Score: Raw -7187606.578997 + Penalty 3671.917862 = -7183934.661135
  nChanged 2340
		SP:Iteration 10Q (148091.920000 sec): 3 clusters
  Score: Raw -7188925.603441 + Penalty 3671.917862 = -7185253.685578
  nChanged 2129
		SP:Iteration 11Q (148092.680000 sec): 3 clusters
  Score: Raw -7190369.163971 + Penalty 3671.917862 = -7186697.246109
  nChanged 1968
		SP:Iteration 12Q (148093.430000 sec): 3 clusters
  Score: Raw -7191819.161514 + Penalty 3671.917862 = -7188147.243652
  nChanged 1673
		SP:Iteration 13Q (148094.190000 sec): 3 clusters
  Score: Raw -7193045.739087 + Penalty 3671.917862 = -7189373.821225
  nChanged 1348
		SP:Iteration 14Q (148094.900000 sec): 3 clusters
  Score: Raw -7193980.956156 + Penalty 3671.917862 = -7190309.038294
  nChanged 1110
		SP:Iteration 15Q (148095.620000 sec): 3 clusters
  Score: Raw -7194684.493119 + Penalty 3671.917862 = -7191012.575257
  nChanged 900
		SP:Iteration 16Q (148096.290000 sec): 3 clusters
  Score: Raw -7195217.104673 + Penalty 3671.917862 = -7191545.186811
  nChanged 734
		SP:Iteration 17Q (148097.060000 sec): 3 clusters
  Score: Raw -7195619.075596 + Penalty 3671.917862 = -7191947.157734
  nChanged 630
		SP:Iteration 18Q (148097.780000 sec): 3 clusters
  Score: Raw -7195933.630709 + Penalty 3671.917862 = -7192261.712846
  nChanged 557
		SP:Iteration 19Q (148098.450000 sec): 3 clusters
  Score: Raw -7196196.715206 + Penalty 3671.917862 = -7192524.797344
  nChanged 477
		SP:Iteration 20F (148099.110000 sec): 3 clusters
  Score: Raw -7196403.488611 + Penalty 3671.917862 = -7192731.570748
  nChanged 411
		SP:Iteration 21Q (148099.820000 sec): 3 clusters
  Score: Raw -7196579.957751 + Penalty 3671.917862 = -7192908.039888
  nChanged 340
		SP:Iteration 22Q (148100.500000 sec): 3 clusters
  Score: Raw -7196739.982018 + Penalty 3671.917862 = -7193068.064155
  nChanged 312
		SP:Iteration 23Q (148101.230000 sec): 3 clusters
  Score: Raw -7196892.746428 + Penalty 3671.917862 = -7193220.828565
  nChanged 286
		SP:Iteration 24Q (148101.910000 sec): 3 clusters
  Score: Raw -7197013.272940 + Penalty 3671.917862 = -7193341.355078
  nChanged 248
		SP:Iteration 25Q (148102.630000 sec): 3 clusters
  Score: Raw -7197109.610797 + Penalty 3671.917862 = -7193437.692935
  nChanged 201
		SP:Iteration 26Q (148103.300000 sec): 3 clusters
  Score: Raw -7197174.435015 + Penalty 3671.917862 = -7193502.517152
  nChanged 160
		SP:Iteration 27Q (148104.000000 sec): 3 clusters
  Score: Raw -7197222.474555 + Penalty 3671.917862 = -7193550.556692
  nChanged 148
		SP:Iteration 28Q (148104.680000 sec): 3 clusters
  Score: Raw -7197267.613599 + Penalty 3671.917862 = -7193595.695737
  nChanged 129
		SP:Iteration 29Q (148105.360000 sec): 3 clusters
  Score: Raw -7197306.153296 + Penalty 3671.917862 = -7193634.235434
  nChanged 98
		SP:Iteration 30Q (148106.090000 sec): 3 clusters
  Score: Raw -7197331.139439 + Penalty 3671.917862 = -7193659.221576
  nChanged 81
		SP:Iteration 31Q (148106.760000 sec): 3 clusters
  Score: Raw -7197349.897852 + Penalty 3671.917862 = -7193677.979990
  nChanged 67
		SP:Iteration 32Q (148107.470000 sec): 3 clusters
  Score: Raw -7197362.373952 + Penalty 3671.917862 = -7193690.456089
  nChanged 49
		SP:Iteration 33Q (148108.150000 sec): 3 clusters
  Score: Raw -7197371.440538 + Penalty 3671.917862 = -7193699.522676
  nChanged 50
		SP:Iteration 34Q (148108.870000 sec): 3 clusters
  Score: Raw -7197379.974078 + Penalty 3671.917862 = -7193708.056215
  nChanged 37
		SP:Iteration 35Q (148109.550000 sec): 3 clusters
  Score: Raw -7197386.067802 + Penalty 3671.917862 = -7193714.149939
  nChanged 28
		SP:Iteration 36Q (148110.290000 sec): 3 clusters
  Score: Raw -7197389.793020 + Penalty 3671.917862 = -7193717.875158
  nChanged 20
		SP:Iteration 37Q (148110.970000 sec): 3 clusters
  Score: Raw -7197392.679483 + Penalty 3671.917862 = -7193720.761621
  nChanged 12
		SP:Iteration 38Q (148111.710000 sec): 3 clusters
  Score: Raw -7197394.280476 + Penalty 3671.917862 = -7193722.362614
  nChanged 15
		SP:Iteration 39Q (148112.390000 sec): 3 clusters
  Score: Raw -7197396.265861 + Penalty 3671.917862 = -7193724.347998
  nChanged 11
		SP:Iteration 40F (148113.070000 sec): 3 clusters
  Score: Raw -7197397.549430 + Penalty 3671.917862 = -7193725.631568
  nChanged 9
		SP:Iteration 41Q (148113.760000 sec): 3 clusters
  Score: Raw -7197398.682905 + Penalty 3671.917862 = -7193726.765042
  nChanged 10
		SP:Iteration 42Q (148114.410000 sec): 3 clusters
  Score: Raw -7197399.836973 + Penalty 3671.917862 = -7193727.919111
  nChanged 8
		SP:Iteration 43Q (148115.140000 sec): 3 clusters
  Score: Raw -7197400.718782 + Penalty 3671.917862 = -7193728.800919
  nChanged 6
		SP:Iteration 44Q (148115.820000 sec): 3 clusters
  Score: Raw -7197401.524412 + Penalty 3671.917862 = -7193729.606550
  nChanged 8
		SP:Iteration 45Q (148116.540000 sec): 3 clusters
  Score: Raw -7197402.587856 + Penalty 3671.917862 = -7193730.669993
  nChanged 7
		SP:Iteration 46Q (148117.220000 sec): 3 clusters
  Score: Raw -7197403.090747 + Penalty 3671.917862 = -7193731.172885
  nChanged 4
		SP:Iteration 47Q (148117.960000 sec): 3 clusters
  Score: Raw -7197403.449113 + Penalty 3671.917862 = -7193731.531251
  nChanged 4
		SP:Iteration 48Q (148118.640000 sec): 3 clusters
  Score: Raw -7197403.973154 + Penalty 3671.917862 = -7193732.055292
  nChanged 2
		SP:Iteration 49Q (148119.360000 sec): 3 clusters
  Score: Raw -7197404.132326 + Penalty 3671.917862 = -7193732.214464
  nChanged 0
		SP:Iteration 50F (148120.000000 sec): 3 clusters
  Score: Raw -7197404.132326 + Penalty 3671.917862 = -7193732.214464
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 24 (5721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148120.100000 sec): 2 clusters
  Score: Raw -460038.678910 + Penalty 1405.933570 = -458632.745339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148120.320000 sec): 3 clusters
  Score: Raw -456952.472733 + Penalty 2811.867141 = -454140.605593
  nChanged 2404
		SP:Iteration 1F (148120.480000 sec): 3 clusters
  Score: Raw -458421.564263 + Penalty 2811.867141 = -455609.697122
  nChanged 460
		SP:Iteration 2F (148120.660000 sec): 3 clusters
  Score: Raw -458788.257707 + Penalty 2811.867141 = -455976.390566
  nChanged 433
		SP:Iteration 3F (148120.820000 sec): 3 clusters
  Score: Raw -459158.852178 + Penalty 2811.867141 = -456346.985038
  nChanged 391
		SP:Iteration 4F (148120.990000 sec): 3 clusters
  Score: Raw -459490.723424 + Penalty 2811.867141 = -456678.856283
  nChanged 337
		SP:Iteration 5F (148121.160000 sec): 3 clusters
  Score: Raw -459766.866461 + Penalty 2811.867141 = -456954.999320
  nChanged 313
		SP:Iteration 6F (148121.330000 sec): 3 clusters
  Score: Raw -460016.634556 + Penalty 2811.867141 = -457204.767415
  nChanged 266
		SP:Iteration 7Q (148121.570000 sec): 3 clusters
  Score: Raw -460227.704507 + Penalty 2811.867141 = -457415.837367
  nChanged 234
		SP:Iteration 8Q (148121.800000 sec): 3 clusters
  Score: Raw -460433.130882 + Penalty 2811.867141 = -457621.263742
  nChanged 194
		SP:Iteration 9Q (148121.950000 sec): 3 clusters
  Score: Raw -460598.402936 + Penalty 2811.867141 = -457786.535796
  nChanged 133
		SP:Iteration 10Q (148122.130000 sec): 3 clusters
  Score: Raw -460699.237469 + Penalty 2811.867141 = -457887.370328
  nChanged 109
		SP:Iteration 11Q (148122.320000 sec): 3 clusters
  Score: Raw -460818.922225 + Penalty 2811.867141 = -458007.055084
  nChanged 91
		SP:Iteration 12Q (148122.490000 sec): 3 clusters
  Score: Raw -460908.400309 + Penalty 2811.867141 = -458096.533168
  nChanged 80
		SP:Iteration 13Q (148122.660000 sec): 3 clusters
  Score: Raw -460979.769642 + Penalty 2811.867141 = -458167.902502
  nChanged 59
		SP:Iteration 14Q (148122.820000 sec): 3 clusters
  Score: Raw -461028.722388 + Penalty 2811.867141 = -458216.855248
  nChanged 47
		SP:Iteration 15Q (148122.980000 sec): 3 clusters
  Score: Raw -461059.022812 + Penalty 2811.867141 = -458247.155671
  nChanged 40
		SP:Iteration 16Q (148123.140000 sec): 3 clusters
  Score: Raw -461080.206598 + Penalty 2811.867141 = -458268.339457
  nChanged 36
		SP:Iteration 17Q (148123.290000 sec): 3 clusters
  Score: Raw -461095.947369 + Penalty 2811.867141 = -458284.080229
  nChanged 28
		SP:Iteration 18Q (148123.440000 sec): 3 clusters
  Score: Raw -461110.529569 + Penalty 2811.867141 = -458298.662428
  nChanged 27
		SP:Iteration 19Q (148123.600000 sec): 3 clusters
  Score: Raw -461133.865279 + Penalty 2811.867141 = -458321.998138
  nChanged 34
		SP:Iteration 20F (148123.750000 sec): 3 clusters
  Score: Raw -461152.191182 + Penalty 2811.867141 = -458340.324041
  nChanged 27
		SP:Iteration 21Q (148123.920000 sec): 3 clusters
  Score: Raw -461167.336099 + Penalty 2811.867141 = -458355.468958
  nChanged 22
		SP:Iteration 22Q (148124.100000 sec): 3 clusters
  Score: Raw -461175.305643 + Penalty 2811.867141 = -458363.438502
  nChanged 18
		SP:Iteration 23Q (148124.280000 sec): 3 clusters
  Score: Raw -461184.578507 + Penalty 2811.867141 = -458372.711367
  nChanged 19
		SP:Iteration 24Q (148124.440000 sec): 3 clusters
  Score: Raw -461191.849611 + Penalty 2811.867141 = -458379.982471
  nChanged 11
		SP:Iteration 25Q (148124.620000 sec): 3 clusters
  Score: Raw -461196.307528 + Penalty 2811.867141 = -458384.440387
  nChanged 7
		SP:Iteration 26Q (148124.790000 sec): 3 clusters
  Score: Raw -461199.915218 + Penalty 2811.867141 = -458388.048077
  nChanged 9
		SP:Iteration 27Q (148124.930000 sec): 3 clusters
  Score: Raw -461202.469650 + Penalty 2811.867141 = -458390.602509
  nChanged 10
		SP:Iteration 28Q (148125.100000 sec): 3 clusters
  Score: Raw -461205.492128 + Penalty 2811.867141 = -458393.624987
  nChanged 6
		SP:Iteration 29Q (148125.300000 sec): 3 clusters
  Score: Raw -461207.400348 + Penalty 2811.867141 = -458395.533208
  nChanged 9
		SP:Iteration 30Q (148125.450000 sec): 3 clusters
  Score: Raw -461210.069324 + Penalty 2811.867141 = -458398.202183
  nChanged 6
		SP:Iteration 31Q (148125.650000 sec): 3 clusters
  Score: Raw -461213.476889 + Penalty 2811.867141 = -458401.609748
  nChanged 6
		SP:Iteration 32Q (148125.810000 sec): 3 clusters
  Score: Raw -461215.976984 + Penalty 2811.867141 = -458404.109843
  nChanged 2
		SP:Iteration 33Q (148125.960000 sec): 3 clusters
  Score: Raw -461216.428760 + Penalty 2811.867141 = -458404.561620
  nChanged 2
		SP:Iteration 34Q (148126.120000 sec): 3 clusters
  Score: Raw -461216.885725 + Penalty 2811.867141 = -458405.018584
  nChanged 0
		SP:Iteration 35F (148126.290000 sec): 3 clusters
  Score: Raw -461216.885725 + Penalty 2811.867141 = -458405.018584
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 25 (1861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148126.400000 sec): 2 clusters
  Score: Raw -125357.363172 + Penalty 1223.441254 = -124133.921917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148126.540000 sec): 3 clusters
  Score: Raw -124610.725294 + Penalty 2446.882508 = -122163.842786
  nChanged 696
		SP:Iteration 1F (148126.720000 sec): 3 clusters
  Score: Raw -125326.096792 + Penalty 2446.882508 = -122879.214284
  nChanged 216
		SP:Iteration 2F (148126.900000 sec): 3 clusters
  Score: Raw -125633.220436 + Penalty 2446.882508 = -123186.337927
  nChanged 123
		SP:Iteration 3F (148127.070000 sec): 3 clusters
  Score: Raw -125794.960307 + Penalty 2446.882508 = -123348.077798
  nChanged 85
		SP:Iteration 4Q (148127.250000 sec): 3 clusters
  Score: Raw -125900.318240 + Penalty 2446.882508 = -123453.435731
  nChanged 79
		SP:Iteration 5Q (148127.420000 sec): 3 clusters
  Score: Raw -125984.563372 + Penalty 2446.882508 = -123537.680864
  nChanged 59
		SP:Iteration 6Q (148127.600000 sec): 3 clusters
  Score: Raw -126034.583339 + Penalty 2446.882508 = -123587.700830
  nChanged 34
		SP:Iteration 7Q (148127.780000 sec): 3 clusters
  Score: Raw -126060.258849 + Penalty 2446.882508 = -123613.376340
  nChanged 22
		SP:Iteration 8Q (148127.950000 sec): 3 clusters
  Score: Raw -126082.673054 + Penalty 2446.882508 = -123635.790545
  nChanged 18
		SP:Iteration 9Q (148128.130000 sec): 3 clusters
  Score: Raw -126096.805397 + Penalty 2446.882508 = -123649.922889
  nChanged 20
		SP:Iteration 10Q (148128.300000 sec): 3 clusters
  Score: Raw -126109.582286 + Penalty 2446.882508 = -123662.699778
  nChanged 15
		SP:Iteration 11Q (148128.480000 sec): 3 clusters
  Score: Raw -126116.031677 + Penalty 2446.882508 = -123669.149168
  nChanged 8
		SP:Iteration 12Q (148128.660000 sec): 3 clusters
  Score: Raw -126121.452597 + Penalty 2446.882508 = -123674.570089
  nChanged 3
		SP:Iteration 13Q (148128.830000 sec): 3 clusters
  Score: Raw -126123.953659 + Penalty 2446.882508 = -123677.071151
  nChanged 5
		SP:Iteration 14Q (148129.010000 sec): 3 clusters
  Score: Raw -126126.302061 + Penalty 2446.882508 = -123679.419553
  nChanged 6
		SP:Iteration 15Q (148129.180000 sec): 3 clusters
  Score: Raw -126131.185795 + Penalty 2446.882508 = -123684.303287
  nChanged 9
		SP:Iteration 16Q (148129.360000 sec): 3 clusters
  Score: Raw -126135.963626 + Penalty 2446.882508 = -123689.081118
  nChanged 6
		SP:Iteration 17Q (148129.540000 sec): 3 clusters
  Score: Raw -126138.454490 + Penalty 2446.882508 = -123691.571982
  nChanged 1
		SP:Iteration 18Q (148129.710000 sec): 3 clusters
  Score: Raw -126138.654655 + Penalty 2446.882508 = -123691.772147
  nChanged 2
		SP:Iteration 19Q (148129.890000 sec): 3 clusters
  Score: Raw -126139.596502 + Penalty 2446.882508 = -123692.713993
  nChanged 0
		SP:Iteration 20F (148130.060000 sec): 3 clusters
  Score: Raw -126139.596502 + Penalty 2446.882508 = -123692.713993
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 26 (4035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148130.170000 sec): 2 clusters
  Score: Raw -347554.672901 + Penalty 1349.198757 = -346205.474144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148130.390000 sec): 3 clusters
  Score: Raw -345564.534991 + Penalty 2698.397514 = -342866.137478
  nChanged 1551
		SP:Iteration 1F (148130.560000 sec): 3 clusters
  Score: Raw -346569.310892 + Penalty 2698.397514 = -343870.913379
  nChanged 350
		SP:Iteration 2F (148130.740000 sec): 3 clusters
  Score: Raw -346891.036330 + Penalty 2698.397514 = -344192.638816
  nChanged 325
		SP:Iteration 3F (148130.920000 sec): 3 clusters
  Score: Raw -347216.703507 + Penalty 2698.397514 = -344518.305993
  nChanged 274
		SP:Iteration 4F (148131.090000 sec): 3 clusters
  Score: Raw -347548.717118 + Penalty 2698.397514 = -344850.319605
  nChanged 275
		SP:Iteration 5F (148131.270000 sec): 3 clusters
  Score: Raw -347870.494218 + Penalty 2698.397514 = -345172.096705
  nChanged 228
		SP:Iteration 6F (148131.440000 sec): 3 clusters
  Score: Raw -348115.886712 + Penalty 2698.397514 = -345417.489198
  nChanged 188
		SP:Iteration 7Q (148131.620000 sec): 3 clusters
  Score: Raw -348316.542713 + Penalty 2698.397514 = -345618.145199
  nChanged 141
		SP:Iteration 8Q (148131.790000 sec): 3 clusters
  Score: Raw -348460.762487 + Penalty 2698.397514 = -345762.364973
  nChanged 129
		SP:Iteration 9Q (148131.960000 sec): 3 clusters
  Score: Raw -348555.728639 + Penalty 2698.397514 = -345857.331125
  nChanged 78
		SP:Iteration 10Q (148132.140000 sec): 3 clusters
  Score: Raw -348605.445313 + Penalty 2698.397514 = -345907.047799
  nChanged 57
		SP:Iteration 11Q (148132.310000 sec): 3 clusters
  Score: Raw -348648.739309 + Penalty 2698.397514 = -345950.341795
  nChanged 54
		SP:Iteration 12Q (148132.480000 sec): 3 clusters
  Score: Raw -348691.376655 + Penalty 2698.397514 = -345992.979142
  nChanged 55
		SP:Iteration 13Q (148132.660000 sec): 3 clusters
  Score: Raw -348725.785432 + Penalty 2698.397514 = -346027.387918
  nChanged 37
		SP:Iteration 14Q (148132.830000 sec): 3 clusters
  Score: Raw -348746.574995 + Penalty 2698.397514 = -346048.177482
  nChanged 36
		SP:Iteration 15Q (148133.000000 sec): 3 clusters
  Score: Raw -348759.908205 + Penalty 2698.397514 = -346061.510691
  nChanged 31
		SP:Iteration 16Q (148133.180000 sec): 3 clusters
  Score: Raw -348775.595537 + Penalty 2698.397514 = -346077.198023
  nChanged 25
		SP:Iteration 17Q (148133.350000 sec): 3 clusters
  Score: Raw -348789.197936 + Penalty 2698.397514 = -346090.800423
  nChanged 29
		SP:Iteration 18Q (148133.520000 sec): 3 clusters
  Score: Raw -348800.445178 + Penalty 2698.397514 = -346102.047664
  nChanged 20
		SP:Iteration 19Q (148133.700000 sec): 3 clusters
  Score: Raw -348805.806641 + Penalty 2698.397514 = -346107.409127
  nChanged 10
		SP:Iteration 20F (148133.870000 sec): 3 clusters
  Score: Raw -348808.236055 + Penalty 2698.397514 = -346109.838541
  nChanged 6
		SP:Iteration 21Q (148134.040000 sec): 3 clusters
  Score: Raw -348809.892832 + Penalty 2698.397514 = -346111.495318
  nChanged 8
		SP:Iteration 22Q (148134.220000 sec): 3 clusters
  Score: Raw -348812.726598 + Penalty 2698.397514 = -346114.329084
  nChanged 5
		SP:Iteration 23Q (148134.390000 sec): 3 clusters
  Score: Raw -348814.441587 + Penalty 2698.397514 = -346116.044073
  nChanged 1
		SP:Iteration 24Q (148134.560000 sec): 3 clusters
  Score: Raw -348814.630144 + Penalty 2698.397514 = -346116.232630
  nChanged 2
		SP:Iteration 25Q (148134.740000 sec): 3 clusters
  Score: Raw -348815.164547 + Penalty 2698.397514 = -346116.767033
  nChanged 2
		SP:Iteration 26Q (148134.910000 sec): 3 clusters
  Score: Raw -348815.613955 + Penalty 2698.397514 = -346117.216442
  nChanged 2
		SP:Iteration 27Q (148135.080000 sec): 3 clusters
  Score: Raw -348815.995715 + Penalty 2698.397514 = -346117.598201
  nChanged 0
		SP:Iteration 28F (148135.260000 sec): 3 clusters
  Score: Raw -348815.995715 + Penalty 2698.397514 = -346117.598201
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 27 (26444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148135.530000 sec): 2 clusters
  Score: Raw -2300078.627326 + Penalty 1654.702492 = -2298423.924834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148135.840000 sec): 3 clusters
  Score: Raw -2283765.206331 + Penalty 3309.404985 = -2280455.801346
  nChanged 12150
		SP:Iteration 1F (148136.180000 sec): 3 clusters
  Score: Raw -2290584.799195 + Penalty 3309.404985 = -2287275.394210
  nChanged 1374
		SP:Iteration 2F (148136.520000 sec): 3 clusters
  Score: Raw -2291132.890716 + Penalty 3309.404985 = -2287823.485731
  nChanged 1354
		SP:Iteration 3F (148136.840000 sec): 3 clusters
  Score: Raw -2291707.747277 + Penalty 3309.404985 = -2288398.342293
  nChanged 1349
		SP:Iteration 4F (148137.150000 sec): 3 clusters
  Score: Raw -2292367.632148 + Penalty 3309.404985 = -2289058.227163
  nChanged 1497
		SP:Iteration 5F (148137.500000 sec): 3 clusters
  Score: Raw -2293219.428155 + Penalty 3309.404985 = -2289910.023170
  nChanged 1569
		SP:Iteration 6F (148137.800000 sec): 3 clusters
  Score: Raw -2294209.324058 + Penalty 3309.404985 = -2290899.919073
  nChanged 1636
		SP:Iteration 7F (148138.140000 sec): 3 clusters
  Score: Raw -2295158.176386 + Penalty 3309.404985 = -2291848.771401
  nChanged 1527
		SP:Iteration 8F (148138.480000 sec): 3 clusters
  Score: Raw -2296050.575375 + Penalty 3309.404985 = -2292741.170390
  nChanged 1360
		SP:Iteration 9F (148138.800000 sec): 3 clusters
  Score: Raw -2296782.497006 + Penalty 3309.404985 = -2293473.092021
  nChanged 1147
		SP:Iteration 10Q (148139.130000 sec): 3 clusters
  Score: Raw -2297270.248056 + Penalty 3309.404985 = -2293960.843071
  nChanged 866
		SP:Iteration 11Q (148139.440000 sec): 3 clusters
  Score: Raw -2297566.240437 + Penalty 3309.404985 = -2294256.835452
  nChanged 664
		SP:Iteration 12Q (148139.770000 sec): 3 clusters
  Score: Raw -2297751.360047 + Penalty 3309.404985 = -2294441.955062
  nChanged 506
		SP:Iteration 13Q (148140.190000 sec): 3 clusters
  Score: Raw -2297884.310865 + Penalty 3309.404985 = -2294574.905880
  nChanged 463
		SP:Iteration 14Q (148140.530000 sec): 3 clusters
  Score: Raw -2298005.315123 + Penalty 3309.404985 = -2294695.910138
  nChanged 460
		SP:Iteration 15Q (148140.840000 sec): 3 clusters
  Score: Raw -2298116.884682 + Penalty 3309.404985 = -2294807.479697
  nChanged 452
		SP:Iteration 16Q (148141.150000 sec): 3 clusters
  Score: Raw -2298227.411332 + Penalty 3309.404985 = -2294918.006347
  nChanged 441
		SP:Iteration 17Q (148141.430000 sec): 3 clusters
  Score: Raw -2298328.209955 + Penalty 3309.404985 = -2295018.804970
  nChanged 430
		SP:Iteration 18Q (148141.740000 sec): 3 clusters
  Score: Raw -2298429.948694 + Penalty 3309.404985 = -2295120.543709
  nChanged 469
		SP:Iteration 19Q (148142.040000 sec): 3 clusters
  Score: Raw -2298544.917734 + Penalty 3309.404985 = -2295235.512749
  nChanged 469
		SP:Iteration 20F (148142.350000 sec): 3 clusters
  Score: Raw -2298669.930647 + Penalty 3309.404985 = -2295360.525662
  nChanged 526
		SP:Iteration 21Q (148142.660000 sec): 3 clusters
  Score: Raw -2298819.883149 + Penalty 3309.404985 = -2295510.478164
  nChanged 548
		SP:Iteration 22Q (148142.970000 sec): 3 clusters
  Score: Raw -2298975.784697 + Penalty 3309.404985 = -2295666.379712
  nChanged 563
		SP:Iteration 23Q (148143.280000 sec): 3 clusters
  Score: Raw -2299139.480338 + Penalty 3309.404985 = -2295830.075353
  nChanged 542
		SP:Iteration 24Q (148143.590000 sec): 3 clusters
  Score: Raw -2299300.321742 + Penalty 3309.404985 = -2295990.916757
  nChanged 528
		SP:Iteration 25Q (148143.900000 sec): 3 clusters
  Score: Raw -2299451.644647 + Penalty 3309.404985 = -2296142.239663
  nChanged 511
		SP:Iteration 26Q (148144.220000 sec): 3 clusters
  Score: Raw -2299603.476526 + Penalty 3309.404985 = -2296294.071541
  nChanged 471
		SP:Iteration 27Q (148144.610000 sec): 3 clusters
  Score: Raw -2299733.766680 + Penalty 3309.404985 = -2296424.361695
  nChanged 412
		SP:Iteration 28Q (148144.950000 sec): 3 clusters
  Score: Raw -2299840.104008 + Penalty 3309.404985 = -2296530.699023
  nChanged 383
		SP:Iteration 29Q (148145.330000 sec): 3 clusters
  Score: Raw -2299939.866901 + Penalty 3309.404985 = -2296630.461916
  nChanged 348
		SP:Iteration 30Q (148145.680000 sec): 3 clusters
  Score: Raw -2300025.577180 + Penalty 3309.404985 = -2296716.172195
  nChanged 310
		SP:Iteration 31Q (148146.030000 sec): 3 clusters
  Score: Raw -2300109.496516 + Penalty 3309.404985 = -2296800.091531
  nChanged 287
		SP:Iteration 32Q (148146.340000 sec): 3 clusters
  Score: Raw -2300187.649511 + Penalty 3309.404985 = -2296878.244527
  nChanged 252
		SP:Iteration 33Q (148146.670000 sec): 3 clusters
  Score: Raw -2300258.184905 + Penalty 3309.404985 = -2296948.779920
  nChanged 259
		SP:Iteration 34Q (148147.040000 sec): 3 clusters
  Score: Raw -2300331.768695 + Penalty 3309.404985 = -2297022.363710
  nChanged 230
		SP:Iteration 35Q (148147.400000 sec): 3 clusters
  Score: Raw -2300399.894120 + Penalty 3309.404985 = -2297090.489135
  nChanged 235
		SP:Iteration 36Q (148147.730000 sec): 3 clusters
  Score: Raw -2300473.315623 + Penalty 3309.404985 = -2297163.910639
  nChanged 207
		SP:Iteration 37Q (148148.070000 sec): 3 clusters
  Score: Raw -2300530.697404 + Penalty 3309.404985 = -2297221.292419
  nChanged 170
		SP:Iteration 38Q (148148.430000 sec): 3 clusters
  Score: Raw -2300582.139432 + Penalty 3309.404985 = -2297272.734448
  nChanged 141
		SP:Iteration 39Q (148148.770000 sec): 3 clusters
  Score: Raw -2300626.624224 + Penalty 3309.404985 = -2297317.219239
  nChanged 122
		SP:Iteration 40F (148149.130000 sec): 3 clusters
  Score: Raw -2300658.737868 + Penalty 3309.404985 = -2297349.332883
  nChanged 122
		SP:Iteration 41Q (148149.510000 sec): 3 clusters
  Score: Raw -2300682.324302 + Penalty 3309.404985 = -2297372.919317
  nChanged 86
		SP:Iteration 42Q (148149.830000 sec): 3 clusters
  Score: Raw -2300701.758145 + Penalty 3309.404985 = -2297392.353160
  nChanged 80
		SP:Iteration 43Q (148150.140000 sec): 3 clusters
  Score: Raw -2300720.889421 + Penalty 3309.404985 = -2297411.484436
  nChanged 79
		SP:Iteration 44Q (148150.450000 sec): 3 clusters
  Score: Raw -2300739.012155 + Penalty 3309.404985 = -2297429.607170
  nChanged 73
		SP:Iteration 45Q (148150.760000 sec): 3 clusters
  Score: Raw -2300754.653061 + Penalty 3309.404985 = -2297445.248076
  nChanged 61
		SP:Iteration 46Q (148151.070000 sec): 3 clusters
  Score: Raw -2300767.016588 + Penalty 3309.404985 = -2297457.611603
  nChanged 59
		SP:Iteration 47Q (148151.440000 sec): 3 clusters
  Score: Raw -2300779.942331 + Penalty 3309.404985 = -2297470.537346
  nChanged 58
		SP:Iteration 48Q (148151.770000 sec): 3 clusters
  Score: Raw -2300791.045891 + Penalty 3309.404985 = -2297481.640906
  nChanged 56
		SP:Iteration 49Q (148152.120000 sec): 3 clusters
  Score: Raw -2300803.081887 + Penalty 3309.404985 = -2297493.676903
  nChanged 46
		SP:Iteration 50Q (148152.440000 sec): 3 clusters
  Score: Raw -2300812.579050 + Penalty 3309.404985 = -2297503.174065
  nChanged 43
		SP:Iteration 51Q (148152.770000 sec): 3 clusters
  Score: Raw -2300819.516462 + Penalty 3309.404985 = -2297510.111477
  nChanged 26
		SP:Iteration 52Q (148153.130000 sec): 3 clusters
  Score: Raw -2300823.009910 + Penalty 3309.404985 = -2297513.604925
  nChanged 22
		SP:Iteration 53Q (148153.470000 sec): 3 clusters
  Score: Raw -2300825.935726 + Penalty 3309.404985 = -2297516.530741
  nChanged 16
		SP:Iteration 54Q (148153.830000 sec): 3 clusters
  Score: Raw -2300828.137853 + Penalty 3309.404985 = -2297518.732868
  nChanged 21
		SP:Iteration 55Q (148154.150000 sec): 3 clusters
  Score: Raw -2300831.562875 + Penalty 3309.404985 = -2297522.157890
  nChanged 19
		SP:Iteration 56Q (148154.490000 sec): 3 clusters
  Score: Raw -2300834.230514 + Penalty 3309.404985 = -2297524.825529
  nChanged 13
		SP:Iteration 57Q (148154.860000 sec): 3 clusters
  Score: Raw -2300836.027608 + Penalty 3309.404985 = -2297526.622623
  nChanged 11
		SP:Iteration 58Q (148155.160000 sec): 3 clusters
  Score: Raw -2300837.477320 + Penalty 3309.404985 = -2297528.072336
  nChanged 8
		SP:Iteration 59Q (148155.520000 sec): 3 clusters
  Score: Raw -2300838.522199 + Penalty 3309.404985 = -2297529.117214
  nChanged 4
		SP:Iteration 60F (148155.850000 sec): 3 clusters
  Score: Raw -2300839.070481 + Penalty 3309.404985 = -2297529.665497
  nChanged 6
		SP:Iteration 61Q (148156.240000 sec): 3 clusters
  Score: Raw -2300839.991205 + Penalty 3309.404985 = -2297530.586220
  nChanged 10
		SP:Iteration 62Q (148156.600000 sec): 3 clusters
  Score: Raw -2300841.246956 + Penalty 3309.404985 = -2297531.841971
  nChanged 5
		SP:Iteration 63Q (148156.930000 sec): 3 clusters
  Score: Raw -2300841.783943 + Penalty 3309.404985 = -2297532.378958
  nChanged 3
		SP:Iteration 64Q (148157.260000 sec): 3 clusters
  Score: Raw -2300842.028836 + Penalty 3309.404985 = -2297532.623851
  nChanged 1
		SP:Iteration 65Q (148157.610000 sec): 3 clusters
  Score: Raw -2300842.110412 + Penalty 3309.404985 = -2297532.705427
  nChanged 1
		SP:Iteration 66Q (148157.930000 sec): 3 clusters
  Score: Raw -2300842.201765 + Penalty 3309.404985 = -2297532.796780
  nChanged 3
		SP:Iteration 67Q (148158.270000 sec): 3 clusters
  Score: Raw -2300842.582219 + Penalty 3309.404985 = -2297533.177234
  nChanged 5
		SP:Iteration 68Q (148158.610000 sec): 3 clusters
  Score: Raw -2300843.402130 + Penalty 3309.404985 = -2297533.997146
  nChanged 5
		SP:Iteration 69Q (148158.950000 sec): 3 clusters
  Score: Raw -2300844.162629 + Penalty 3309.404985 = -2297534.757644
  nChanged 6
		SP:Iteration 70Q (148159.290000 sec): 3 clusters
  Score: Raw -2300845.175838 + Penalty 3309.404985 = -2297535.770853
  nChanged 8
		SP:Iteration 71Q (148159.630000 sec): 3 clusters
  Score: Raw -2300846.472239 + Penalty 3309.404985 = -2297537.067254
  nChanged 7
		SP:Iteration 72Q (148159.970000 sec): 3 clusters
  Score: Raw -2300847.122947 + Penalty 3309.404985 = -2297537.717963
  nChanged 4
		SP:Iteration 73Q (148160.300000 sec): 3 clusters
  Score: Raw -2300847.520053 + Penalty 3309.404985 = -2297538.115068
  nChanged 6
		SP:Iteration 74Q (148160.630000 sec): 3 clusters
  Score: Raw -2300848.249925 + Penalty 3309.404985 = -2297538.844941
  nChanged 5
		SP:Iteration 75Q (148160.970000 sec): 3 clusters
  Score: Raw -2300848.744478 + Penalty 3309.404985 = -2297539.339494
  nChanged 3
		SP:Iteration 76Q (148161.310000 sec): 3 clusters
  Score: Raw -2300849.142025 + Penalty 3309.404985 = -2297539.737040
  nChanged 1
		SP:Iteration 77Q (148161.640000 sec): 3 clusters
  Score: Raw -2300849.251138 + Penalty 3309.404985 = -2297539.846154
  nChanged 4
		SP:Iteration 78Q (148161.960000 sec): 3 clusters
  Score: Raw -2300849.659287 + Penalty 3309.404985 = -2297540.254302
  nChanged 3
		SP:Iteration 79Q (148162.330000 sec): 3 clusters
  Score: Raw -2300849.970530 + Penalty 3309.404985 = -2297540.565545
  nChanged 4
		SP:Iteration 80F (148162.690000 sec): 3 clusters
  Score: Raw -2300850.345640 + Penalty 3309.404985 = -2297540.940656
  nChanged 4
		SP:Iteration 81Q (148163.040000 sec): 3 clusters
  Score: Raw -2300850.668320 + Penalty 3309.404985 = -2297541.263335
  nChanged 1
		SP:Iteration 82Q (148163.420000 sec): 3 clusters
  Score: Raw -2300850.783387 + Penalty 3309.404985 = -2297541.378402
  nChanged 1
		SP:Iteration 83Q (148163.770000 sec): 3 clusters
  Score: Raw -2300850.895417 + Penalty 3309.404985 = -2297541.490432
  nChanged 1
		SP:Iteration 84Q (148164.110000 sec): 3 clusters
  Score: Raw -2300851.060436 + Penalty 3309.404985 = -2297541.655451
  nChanged 1
		SP:Iteration 85Q (148164.450000 sec): 3 clusters
  Score: Raw -2300851.305244 + Penalty 3309.404985 = -2297541.900260
  nChanged 2
		SP:Iteration 86Q (148164.820000 sec): 3 clusters
  Score: Raw -2300851.460176 + Penalty 3309.404985 = -2297542.055192
  nChanged 2
		SP:Iteration 87Q (148165.130000 sec): 3 clusters
  Score: Raw -2300851.593578 + Penalty 3309.404985 = -2297542.188593
  nChanged 0
		SP:Iteration 88F (148165.480000 sec): 3 clusters
  Score: Raw -2300851.593578 + Penalty 3309.404985 = -2297542.188593
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 28 (48890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148165.810000 sec): 2 clusters
  Score: Raw -3929329.889441 + Penalty 1754.565825 = -3927575.323616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148166.290000 sec): 3 clusters
  Score: Raw -3898445.346189 + Penalty 3509.131651 = -3894936.214538
  nChanged 22838
		SP:Iteration 1F (148166.750000 sec): 3 clusters
  Score: Raw -3912225.949774 + Penalty 3509.131651 = -3908716.818123
  nChanged 2730
		SP:Iteration 2F (148167.240000 sec): 3 clusters
  Score: Raw -3913489.441955 + Penalty 3509.131651 = -3909980.310305
  nChanged 2918
		SP:Iteration 3F (148167.690000 sec): 3 clusters
  Score: Raw -3915013.425474 + Penalty 3509.131651 = -3911504.293824
  nChanged 3053
		SP:Iteration 4F (148168.130000 sec): 3 clusters
  Score: Raw -3916854.134127 + Penalty 3509.131651 = -3913345.002476
  nChanged 3343
		SP:Iteration 5F (148168.620000 sec): 3 clusters
  Score: Raw -3919194.910709 + Penalty 3509.131651 = -3915685.779058
  nChanged 3341
		SP:Iteration 6F (148169.090000 sec): 3 clusters
  Score: Raw -3921773.671724 + Penalty 3509.131651 = -3918264.540074
  nChanged 2963
		SP:Iteration 7F (148169.530000 sec): 3 clusters
  Score: Raw -3924223.234458 + Penalty 3509.131651 = -3920714.102807
  nChanged 2255
		SP:Iteration 8Q (148170.030000 sec): 3 clusters
  Score: Raw -3926033.901715 + Penalty 3509.131651 = -3922524.770065
  nChanged 1674
		SP:Iteration 9Q (148170.550000 sec): 3 clusters
  Score: Raw -3927251.730530 + Penalty 3509.131651 = -3923742.598880
  nChanged 1217
		SP:Iteration 10Q (148171.030000 sec): 3 clusters
  Score: Raw -3928125.822785 + Penalty 3509.131651 = -3924616.691135
  nChanged 983
		SP:Iteration 11Q (148171.520000 sec): 3 clusters
  Score: Raw -3928818.908468 + Penalty 3509.131651 = -3925309.776817
  nChanged 763
		SP:Iteration 12Q (148172.050000 sec): 3 clusters
  Score: Raw -3929370.177654 + Penalty 3509.131651 = -3925861.046004
  nChanged 602
		SP:Iteration 13Q (148172.540000 sec): 3 clusters
  Score: Raw -3929836.974274 + Penalty 3509.131651 = -3926327.842623
  nChanged 500
		SP:Iteration 14Q (148173.030000 sec): 3 clusters
  Score: Raw -3930240.331290 + Penalty 3509.131651 = -3926731.199639
  nChanged 368
		SP:Iteration 15Q (148173.520000 sec): 3 clusters
  Score: Raw -3930510.336895 + Penalty 3509.131651 = -3927001.205244
  nChanged 281
		SP:Iteration 16Q (148174.020000 sec): 3 clusters
  Score: Raw -3930698.675768 + Penalty 3509.131651 = -3927189.544117
  nChanged 242
		SP:Iteration 17Q (148174.470000 sec): 3 clusters
  Score: Raw -3930845.984591 + Penalty 3509.131651 = -3927336.852941
  nChanged 205
		SP:Iteration 18Q (148174.960000 sec): 3 clusters
  Score: Raw -3930952.076597 + Penalty 3509.131651 = -3927442.944946
  nChanged 156
		SP:Iteration 19Q (148175.420000 sec): 3 clusters
  Score: Raw -3931020.542657 + Penalty 3509.131651 = -3927511.411006
  nChanged 129
		SP:Iteration 20F (148175.840000 sec): 3 clusters
  Score: Raw -3931070.411422 + Penalty 3509.131651 = -3927561.279772
  nChanged 97
		SP:Iteration 21Q (148176.300000 sec): 3 clusters
  Score: Raw -3931100.527190 + Penalty 3509.131651 = -3927591.395540
  nChanged 76
		SP:Iteration 22Q (148176.720000 sec): 3 clusters
  Score: Raw -3931125.224323 + Penalty 3509.131651 = -3927616.092672
  nChanged 63
		SP:Iteration 23Q (148177.180000 sec): 3 clusters
  Score: Raw -3931144.906990 + Penalty 3509.131651 = -3927635.775339
  nChanged 62
		SP:Iteration 24Q (148177.640000 sec): 3 clusters
  Score: Raw -3931165.043284 + Penalty 3509.131651 = -3927655.911634
  nChanged 53
		SP:Iteration 25Q (148178.180000 sec): 3 clusters
  Score: Raw -3931182.549243 + Penalty 3509.131651 = -3927673.417593
  nChanged 51
		SP:Iteration 26Q (148178.660000 sec): 3 clusters
  Score: Raw -3931196.372877 + Penalty 3509.131651 = -3927687.241226
  nChanged 38
		SP:Iteration 27Q (148179.120000 sec): 3 clusters
  Score: Raw -3931207.858804 + Penalty 3509.131651 = -3927698.727153
  nChanged 41
		SP:Iteration 28Q (148179.580000 sec): 3 clusters
  Score: Raw -3931219.865491 + Penalty 3509.131651 = -3927710.733841
  nChanged 43
		SP:Iteration 29Q (148180.040000 sec): 3 clusters
  Score: Raw -3931229.396996 + Penalty 3509.131651 = -3927720.265345
  nChanged 26
		SP:Iteration 30Q (148180.520000 sec): 3 clusters
  Score: Raw -3931236.740475 + Penalty 3509.131651 = -3927727.608825
  nChanged 24
		SP:Iteration 31Q (148180.990000 sec): 3 clusters
  Score: Raw -3931242.898685 + Penalty 3509.131651 = -3927733.767035
  nChanged 28
		SP:Iteration 32Q (148181.500000 sec): 3 clusters
  Score: Raw -3931250.268238 + Penalty 3509.131651 = -3927741.136587
  nChanged 24
		SP:Iteration 33Q (148182.000000 sec): 3 clusters
  Score: Raw -3931254.971910 + Penalty 3509.131651 = -3927745.840259
  nChanged 12
		SP:Iteration 34Q (148182.500000 sec): 3 clusters
  Score: Raw -3931257.077394 + Penalty 3509.131651 = -3927747.945743
  nChanged 16
		SP:Iteration 35Q (148182.930000 sec): 3 clusters
  Score: Raw -3931260.039150 + Penalty 3509.131651 = -3927750.907499
  nChanged 8
		SP:Iteration 36Q (148183.420000 sec): 3 clusters
  Score: Raw -3931261.539188 + Penalty 3509.131651 = -3927752.407538
  nChanged 7
		SP:Iteration 37Q (148183.880000 sec): 3 clusters
  Score: Raw -3931262.918091 + Penalty 3509.131651 = -3927753.786441
  nChanged 7
		SP:Iteration 38Q (148184.300000 sec): 3 clusters
  Score: Raw -3931264.259519 + Penalty 3509.131651 = -3927755.127869
  nChanged 7
		SP:Iteration 39Q (148184.760000 sec): 3 clusters
  Score: Raw -3931265.315131 + Penalty 3509.131651 = -3927756.183481
  nChanged 4
		SP:Iteration 40F (148185.180000 sec): 3 clusters
  Score: Raw -3931266.222139 + Penalty 3509.131651 = -3927757.090489
  nChanged 7
		SP:Iteration 41Q (148185.640000 sec): 3 clusters
  Score: Raw -3931267.969899 + Penalty 3509.131651 = -3927758.838249
  nChanged 5
		SP:Iteration 42Q (148186.160000 sec): 3 clusters
  Score: Raw -3931268.739011 + Penalty 3509.131651 = -3927759.607360
  nChanged 3
		SP:Iteration 43Q (148186.600000 sec): 3 clusters
  Score: Raw -3931269.496381 + Penalty 3509.131651 = -3927760.364730
  nChanged 3
		SP:Iteration 44Q (148187.100000 sec): 3 clusters
  Score: Raw -3931270.033751 + Penalty 3509.131651 = -3927760.902100
  nChanged 3
		SP:Iteration 45Q (148187.540000 sec): 3 clusters
  Score: Raw -3931270.598786 + Penalty 3509.131651 = -3927761.467136
  nChanged 3
		SP:Iteration 46Q (148187.990000 sec): 3 clusters
  Score: Raw -3931271.065082 + Penalty 3509.131651 = -3927761.933431
  nChanged 2
		SP:Iteration 47Q (148188.490000 sec): 3 clusters
  Score: Raw -3931271.353546 + Penalty 3509.131651 = -3927762.221896
  nChanged 3
		SP:Iteration 48Q (148188.940000 sec): 3 clusters
  Score: Raw -3931272.132427 + Penalty 3509.131651 = -3927763.000777
  nChanged 2
		SP:Iteration 49Q (148189.380000 sec): 3 clusters
  Score: Raw -3931272.392972 + Penalty 3509.131651 = -3927763.261322
  nChanged 1
		SP:Iteration 50Q (148189.850000 sec): 3 clusters
  Score: Raw -3931272.553143 + Penalty 3509.131651 = -3927763.421492
  nChanged 0
		SP:Iteration 51F (148190.370000 sec): 3 clusters
  Score: Raw -3931272.553143 + Penalty 3509.131651 = -3927763.421492
  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 10.71 GB.

 Trying to split cluster 29 (1122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148190.460000 sec): 2 clusters
  Score: Raw -94495.405717 + Penalty 1141.216064 = -93354.189653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148190.640000 sec): 3 clusters
  Score: Raw -94099.177654 + Penalty 2282.432128 = -91816.745526
  nChanged 341
		SP:Iteration 1F (148190.800000 sec): 3 clusters
  Score: Raw -94408.744168 + Penalty 2282.432128 = -92126.312040
  nChanged 81
		SP:Iteration 2F (148190.980000 sec): 3 clusters
  Score: Raw -94508.581261 + Penalty 2282.432128 = -92226.149133
  nChanged 47
		SP:Iteration 3Q (148191.160000 sec): 3 clusters
  Score: Raw -94581.261985 + Penalty 2282.432128 = -92298.829857
  nChanged 49
		SP:Iteration 4Q (148191.330000 sec): 3 clusters
  Score: Raw -94690.829395 + Penalty 2282.432128 = -92408.397267
  nChanged 62
		SP:Iteration 5F (148191.510000 sec): 3 clusters
  Score: Raw -94875.374751 + Penalty 2282.432128 = -92592.942623
  nChanged 66
		SP:Iteration 6F (148191.680000 sec): 3 clusters
  Score: Raw -95079.662962 + Penalty 2282.432128 = -92797.230834
  nChanged 64
		SP:Iteration 7F (148191.860000 sec): 3 clusters
  Score: Raw -95203.621628 + Penalty 2282.432128 = -92921.189500
  nChanged 50
		SP:Iteration 8Q (148192.030000 sec): 3 clusters
  Score: Raw -95300.171703 + Penalty 2282.432128 = -93017.739575
  nChanged 36
		SP:Iteration 9Q (148192.210000 sec): 3 clusters
  Score: Raw -95398.471142 + Penalty 2282.432128 = -93116.039014
  nChanged 30
		SP:Iteration 10Q (148192.380000 sec): 3 clusters
  Score: Raw -95499.935111 + Penalty 2282.432128 = -93217.502983
  nChanged 25
		SP:Iteration 11Q (148192.560000 sec): 3 clusters
  Score: Raw -95617.511995 + Penalty 2282.432128 = -93335.079867
  nChanged 16
		SP:Iteration 12Q (148192.740000 sec): 3 clusters
  Score: Raw -95694.837742 + Penalty 2282.432128 = -93412.405614
  nChanged 15
		SP:Iteration 13Q (148192.910000 sec): 3 clusters
  Score: Raw -95734.063056 + Penalty 2282.432128 = -93451.630928
  nChanged 7
		SP:Iteration 14Q (148193.090000 sec): 3 clusters
  Score: Raw -95741.267576 + Penalty 2282.432128 = -93458.835448
  nChanged 2
		SP:Iteration 15Q (148193.260000 sec): 3 clusters
  Score: Raw -95743.478690 + Penalty 2282.432128 = -93461.046562
  nChanged 1
		SP:Iteration 16Q (148193.440000 sec): 3 clusters
  Score: Raw -95743.994854 + Penalty 2282.432128 = -93461.562726
  nChanged 1
		SP:Iteration 17Q (148193.620000 sec): 3 clusters
  Score: Raw -95744.333054 + Penalty 2282.432128 = -93461.900926
  nChanged 0
		SP:Iteration 18F (148193.790000 sec): 3 clusters
  Score: Raw -95744.333054 + Penalty 2282.432128 = -93461.900926
  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 10.71 GB.

 Trying to split cluster 30 (6377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148193.900000 sec): 2 clusters
  Score: Raw -459332.993346 + Penalty 1423.573620 = -457909.419726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148194.120000 sec): 3 clusters
  Score: Raw -455991.019899 + Penalty 2847.147240 = -453143.872659
  nChanged 2672
		SP:Iteration 1F (148194.280000 sec): 3 clusters
  Score: Raw -458321.413743 + Penalty 2847.147240 = -455474.266503
  nChanged 734
		SP:Iteration 2F (148194.430000 sec): 3 clusters
  Score: Raw -459164.974664 + Penalty 2847.147240 = -456317.827424
  nChanged 549
		SP:Iteration 3F (148194.620000 sec): 3 clusters
  Score: Raw -459692.558099 + Penalty 2847.147240 = -456845.410859
  nChanged 395
		SP:Iteration 4F (148194.770000 sec): 3 clusters
  Score: Raw -460008.760520 + Penalty 2847.147240 = -457161.613280
  nChanged 269
		SP:Iteration 5Q (148194.960000 sec): 3 clusters
  Score: Raw -460210.718290 + Penalty 2847.147240 = -457363.571050
  nChanged 233
		SP:Iteration 6Q (148195.140000 sec): 3 clusters
  Score: Raw -460389.882591 + Penalty 2847.147240 = -457542.735351
  nChanged 183
		SP:Iteration 7Q (148195.330000 sec): 3 clusters
  Score: Raw -460492.585842 + Penalty 2847.147240 = -457645.438602
  nChanged 138
		SP:Iteration 8Q (148195.520000 sec): 3 clusters
  Score: Raw -460566.879628 + Penalty 2847.147240 = -457719.732388
  nChanged 123
		SP:Iteration 9Q (148195.700000 sec): 3 clusters
  Score: Raw -460635.876596 + Penalty 2847.147240 = -457788.729356
  nChanged 105
		SP:Iteration 10Q (148195.890000 sec): 3 clusters
  Score: Raw -460694.223004 + Penalty 2847.147240 = -457847.075764
  nChanged 100
		SP:Iteration 11Q (148196.080000 sec): 3 clusters
  Score: Raw -460735.244308 + Penalty 2847.147240 = -457888.097068
  nChanged 98
		SP:Iteration 12Q (148196.270000 sec): 3 clusters
  Score: Raw -460772.920016 + Penalty 2847.147240 = -457925.772776
  nChanged 75
		SP:Iteration 13Q (148196.420000 sec): 3 clusters
  Score: Raw -460799.609435 + Penalty 2847.147240 = -457952.462195
  nChanged 61
		SP:Iteration 14Q (148196.560000 sec): 3 clusters
  Score: Raw -460821.832545 + Penalty 2847.147240 = -457974.685304
  nChanged 61
		SP:Iteration 15Q (148196.710000 sec): 3 clusters
  Score: Raw -460836.911175 + Penalty 2847.147240 = -457989.763935
  nChanged 47
		SP:Iteration 16Q (148196.900000 sec): 3 clusters
  Score: Raw -460849.546075 + Penalty 2847.147240 = -458002.398835
  nChanged 35
		SP:Iteration 17Q (148197.100000 sec): 3 clusters
  Score: Raw -460858.389811 + Penalty 2847.147240 = -458011.242571
  nChanged 28
		SP:Iteration 18Q (148197.280000 sec): 3 clusters
  Score: Raw -460866.921177 + Penalty 2847.147240 = -458019.773937
  nChanged 34
		SP:Iteration 19Q (148197.510000 sec): 3 clusters
  Score: Raw -460874.988337 + Penalty 2847.147240 = -458027.841097
  nChanged 24
		SP:Iteration 20F (148197.700000 sec): 3 clusters
  Score: Raw -460881.856921 + Penalty 2847.147240 = -458034.709681
  nChanged 16
		SP:Iteration 21Q (148197.890000 sec): 3 clusters
  Score: Raw -460885.331901 + Penalty 2847.147240 = -458038.184661
  nChanged 16
		SP:Iteration 22Q (148198.040000 sec): 3 clusters
  Score: Raw -460887.550347 + Penalty 2847.147240 = -458040.403106
  nChanged 13
		SP:Iteration 23Q (148198.190000 sec): 3 clusters
  Score: Raw -460888.780277 + Penalty 2847.147240 = -458041.633037
  nChanged 4
		SP:Iteration 24Q (148198.340000 sec): 3 clusters
  Score: Raw -460889.396945 + Penalty 2847.147240 = -458042.249705
  nChanged 3
		SP:Iteration 25Q (148198.490000 sec): 3 clusters
  Score: Raw -460889.736455 + Penalty 2847.147240 = -458042.589215
  nChanged 2
		SP:Iteration 26Q (148198.640000 sec): 3 clusters
  Score: Raw -460889.915005 + Penalty 2847.147240 = -458042.767765
  nChanged 1
		SP:Iteration 27Q (148198.820000 sec): 3 clusters
  Score: Raw -460889.967732 + Penalty 2847.147240 = -458042.820492
  nChanged 0
		SP:Iteration 28F (148198.970000 sec): 3 clusters
  Score: Raw -460889.967732 + Penalty 2847.147240 = -458042.820492
  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 10.71 GB.

 Trying to split cluster 31 (69395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148199.460000 sec): 2 clusters
  Score: Raw -6158595.847147 + Penalty 1811.480141 = -6156784.367006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148200.080000 sec): 3 clusters
  Score: Raw -6114032.482095 + Penalty 3622.960282 = -6110409.521813
  nChanged 32767
		SP:Iteration 1F (148200.680000 sec): 3 clusters
  Score: Raw -6134065.835649 + Penalty 3622.960282 = -6130442.875367
  nChanged 3726
		SP:Iteration 2F (148201.330000 sec): 3 clusters
  Score: Raw -6135763.768801 + Penalty 3622.960282 = -6132140.808519
  nChanged 4285
		SP:Iteration 3F (148201.930000 sec): 3 clusters
  Score: Raw -6137976.424911 + Penalty 3622.960282 = -6134353.464629
  nChanged 4698
		SP:Iteration 4F (148202.530000 sec): 3 clusters
  Score: Raw -6140544.923068 + Penalty 3622.960282 = -6136921.962786
  nChanged 4682
		SP:Iteration 5F (148203.140000 sec): 3 clusters
  Score: Raw -6143153.768887 + Penalty 3622.960282 = -6139530.808605
  nChanged 4268
		SP:Iteration 6F (148203.700000 sec): 3 clusters
  Score: Raw -6145476.506685 + Penalty 3622.960282 = -6141853.546403
  nChanged 3599
		SP:Iteration 7F (148204.260000 sec): 3 clusters
  Score: Raw -6147422.388221 + Penalty 3622.960282 = -6143799.427939
  nChanged 3115
		SP:Iteration 8Q (148204.910000 sec): 3 clusters
  Score: Raw -6149172.677165 + Penalty 3622.960282 = -6145549.716883
  nChanged 2886
		SP:Iteration 9Q (148205.580000 sec): 3 clusters
  Score: Raw -6150958.631659 + Penalty 3622.960282 = -6147335.671377
  nChanged 2811
		SP:Iteration 10Q (148206.240000 sec): 3 clusters
  Score: Raw -6152914.618983 + Penalty 3622.960282 = -6149291.658701
  nChanged 2512
		SP:Iteration 11Q (148206.880000 sec): 3 clusters
  Score: Raw -6154848.776862 + Penalty 3622.960282 = -6151225.816580
  nChanged 2004
		SP:Iteration 12Q (148207.510000 sec): 3 clusters
  Score: Raw -6156479.459183 + Penalty 3622.960282 = -6152856.498901
  nChanged 1308
		SP:Iteration 13Q (148208.180000 sec): 3 clusters
  Score: Raw -6157546.349140 + Penalty 3622.960282 = -6153923.388858
  nChanged 776
		SP:Iteration 14Q (148208.800000 sec): 3 clusters
  Score: Raw -6158182.678613 + Penalty 3622.960282 = -6154559.718331
  nChanged 433
		SP:Iteration 15Q (148209.340000 sec): 3 clusters
  Score: Raw -6158539.871594 + Penalty 3622.960282 = -6154916.911312
  nChanged 183
		SP:Iteration 16Q (148209.970000 sec): 3 clusters
  Score: Raw -6158696.331361 + Penalty 3622.960282 = -6155073.371080
  nChanged 109
		SP:Iteration 17Q (148210.600000 sec): 3 clusters
  Score: Raw -6158786.603405 + Penalty 3622.960282 = -6155163.643123
  nChanged 57
		SP:Iteration 18Q (148211.240000 sec): 3 clusters
  Score: Raw -6158830.268432 + Penalty 3622.960282 = -6155207.308150
  nChanged 36
		SP:Iteration 19Q (148211.830000 sec): 3 clusters
  Score: Raw -6158850.247125 + Penalty 3622.960282 = -6155227.286843
  nChanged 19
		SP:Iteration 20F (148212.470000 sec): 3 clusters
  Score: Raw -6158866.710540 + Penalty 3622.960282 = -6155243.750259
  nChanged 14
		SP:Iteration 21Q (148213.100000 sec): 3 clusters
  Score: Raw -6158874.849540 + Penalty 3622.960282 = -6155251.889259
  nChanged 15
		SP:Iteration 22Q (148213.710000 sec): 3 clusters
  Score: Raw -6158886.809796 + Penalty 3622.960282 = -6155263.849514
  nChanged 20
		SP:Iteration 23Q (148214.350000 sec): 3 clusters
  Score: Raw -6158904.726720 + Penalty 3622.960282 = -6155281.766438
  nChanged 20
		SP:Iteration 24Q (148214.990000 sec): 3 clusters
  Score: Raw -6158920.357777 + Penalty 3622.960282 = -6155297.397495
  nChanged 19
		SP:Iteration 25Q (148215.630000 sec): 3 clusters
  Score: Raw -6158936.012430 + Penalty 3622.960282 = -6155313.052148
  nChanged 10
		SP:Iteration 26Q (148216.260000 sec): 3 clusters
  Score: Raw -6158943.785350 + Penalty 3622.960282 = -6155320.825068
  nChanged 9
		SP:Iteration 27Q (148216.890000 sec): 3 clusters
  Score: Raw -6158949.035897 + Penalty 3622.960282 = -6155326.075616
  nChanged 5
		SP:Iteration 28Q (148217.530000 sec): 3 clusters
  Score: Raw -6158952.133586 + Penalty 3622.960282 = -6155329.173304
  nChanged 2
		SP:Iteration 29Q (148218.250000 sec): 3 clusters
  Score: Raw -6158953.433578 + Penalty 3622.960282 = -6155330.473297
  nChanged 1
		SP:Iteration 30Q (148218.830000 sec): 3 clusters
  Score: Raw -6158953.981228 + Penalty 3622.960282 = -6155331.020946
  nChanged 1
		SP:Iteration 31Q (148219.450000 sec): 3 clusters
  Score: Raw -6158954.813564 + Penalty 3622.960282 = -6155331.853282
  nChanged 2
		SP:Iteration 32Q (148220.080000 sec): 3 clusters
  Score: Raw -6158955.814987 + Penalty 3622.960282 = -6155332.854705
  nChanged 1
		SP:Iteration 33Q (148220.700000 sec): 3 clusters
  Score: Raw -6158956.587722 + Penalty 3622.960282 = -6155333.627440
  nChanged 0
		SP:Iteration 34F (148221.300000 sec): 3 clusters
  Score: Raw -6158956.587722 + Penalty 3622.960282 = -6155333.627440
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 32 (2321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148221.400000 sec): 2 clusters
  Score: Raw -189422.612397 + Penalty 1259.334929 = -188163.277468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148221.560000 sec): 3 clusters
  Score: Raw -188354.121252 + Penalty 2518.669857 = -185835.451395
  nChanged 885
		SP:Iteration 1F (148221.720000 sec): 3 clusters
  Score: Raw -188927.264005 + Penalty 2518.669857 = -186408.594148
  nChanged 181
		SP:Iteration 2F (148221.880000 sec): 3 clusters
  Score: Raw -189086.576958 + Penalty 2518.669857 = -186567.907101
  nChanged 119
		SP:Iteration 3F (148222.040000 sec): 3 clusters
  Score: Raw -189212.392995 + Penalty 2518.669857 = -186693.723138
  nChanged 113
		SP:Iteration 4Q (148222.200000 sec): 3 clusters
  Score: Raw -189343.183949 + Penalty 2518.669857 = -186824.514092
  nChanged 121
		SP:Iteration 5F (148222.360000 sec): 3 clusters
  Score: Raw -189478.853443 + Penalty 2518.669857 = -186960.183585
  nChanged 136
		SP:Iteration 6F (148222.520000 sec): 3 clusters
  Score: Raw -189623.839309 + Penalty 2518.669857 = -187105.169451
  nChanged 126
		SP:Iteration 7F (148222.680000 sec): 3 clusters
  Score: Raw -189776.305632 + Penalty 2518.669857 = -187257.635775
  nChanged 91
		SP:Iteration 8Q (148222.850000 sec): 3 clusters
  Score: Raw -189878.460063 + Penalty 2518.669857 = -187359.790206
  nChanged 79
		SP:Iteration 9Q (148223.030000 sec): 3 clusters
  Score: Raw -189945.648092 + Penalty 2518.669857 = -187426.978235
  nChanged 45
		SP:Iteration 10Q (148223.210000 sec): 3 clusters
  Score: Raw -189975.735331 + Penalty 2518.669857 = -187457.065474
  nChanged 31
		SP:Iteration 11Q (148223.380000 sec): 3 clusters
  Score: Raw -189995.211104 + Penalty 2518.669857 = -187476.541247
  nChanged 21
		SP:Iteration 12Q (148223.560000 sec): 3 clusters
  Score: Raw -190004.735754 + Penalty 2518.669857 = -187486.065897
  nChanged 11
		SP:Iteration 13Q (148223.730000 sec): 3 clusters
  Score: Raw -190008.711425 + Penalty 2518.669857 = -187490.041568
  nChanged 11
		SP:Iteration 14Q (148223.910000 sec): 3 clusters
  Score: Raw -190013.377229 + Penalty 2518.669857 = -187494.707372
  nChanged 7
		SP:Iteration 15Q (148224.130000 sec): 3 clusters
  Score: Raw -190016.901774 + Penalty 2518.669857 = -187498.231917
  nChanged 6
		SP:Iteration 16Q (148224.280000 sec): 3 clusters
  Score: Raw -190018.498099 + Penalty 2518.669857 = -187499.828242
  nChanged 2
		SP:Iteration 17Q (148224.470000 sec): 3 clusters
  Score: Raw -190019.555065 + Penalty 2518.669857 = -187500.885208
  nChanged 4
		SP:Iteration 18Q (148224.610000 sec): 3 clusters
  Score: Raw -190022.079213 + Penalty 2518.669857 = -187503.409356
  nChanged 4
		SP:Iteration 19Q (148224.760000 sec): 3 clusters
  Score: Raw -190023.999861 + Penalty 2518.669857 = -187505.330004
  nChanged 2
		SP:Iteration 20F (148224.860000 sec): 3 clusters
  Score: Raw -190024.589954 + Penalty 2518.669857 = -187505.920097
  nChanged 4
		SP:Iteration 21Q (148225.000000 sec): 3 clusters
  Score: Raw -190027.150623 + Penalty 2518.669857 = -187508.480766
  nChanged 5
		SP:Iteration 22Q (148225.160000 sec): 3 clusters
  Score: Raw -190028.690595 + Penalty 2518.669857 = -187510.020738
  nChanged 4
		SP:Iteration 23Q (148225.320000 sec): 3 clusters
  Score: Raw -190030.301565 + Penalty 2518.669857 = -187511.631707
  nChanged 3
		SP:Iteration 24Q (148225.480000 sec): 3 clusters
  Score: Raw -190031.365290 + Penalty 2518.669857 = -187512.695433
  nChanged 5
		SP:Iteration 25Q (148225.650000 sec): 3 clusters
  Score: Raw -190033.592650 + Penalty 2518.669857 = -187514.922793
  nChanged 6
		SP:Iteration 26Q (148225.830000 sec): 3 clusters
  Score: Raw -190035.447263 + Penalty 2518.669857 = -187516.777406
  nChanged 6
		SP:Iteration 27Q (148226.000000 sec): 3 clusters
  Score: Raw -190037.405926 + Penalty 2518.669857 = -187518.736069
  nChanged 7
		SP:Iteration 28Q (148226.180000 sec): 3 clusters
  Score: Raw -190041.548851 + Penalty 2518.669857 = -187522.878994
  nChanged 6
		SP:Iteration 29Q (148226.350000 sec): 3 clusters
  Score: Raw -190044.480009 + Penalty 2518.669857 = -187525.810152
  nChanged 5
		SP:Iteration 30Q (148226.530000 sec): 3 clusters
  Score: Raw -190045.931678 + Penalty 2518.669857 = -187527.261821
  nChanged 2
		SP:Iteration 31Q (148226.710000 sec): 3 clusters
  Score: Raw -190046.418267 + Penalty 2518.669857 = -187527.748410
  nChanged 1
		SP:Iteration 32Q (148226.880000 sec): 3 clusters
  Score: Raw -190046.731561 + Penalty 2518.669857 = -187528.061704
  nChanged 0
		SP:Iteration 33F (148227.060000 sec): 3 clusters
  Score: Raw -190046.731561 + Penalty 2518.669857 = -187528.061704
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 33 (953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148227.170000 sec): 2 clusters
  Score: Raw -74284.594918 + Penalty 1114.687422 = -73169.907496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148227.320000 sec): 3 clusters
  Score: Raw -74033.069359 + Penalty 2229.374844 = -71803.694516
  nChanged 302
		SP:Iteration 1F (148227.480000 sec): 3 clusters
  Score: Raw -74365.028739 + Penalty 2229.374844 = -72135.653896
  nChanged 95
		SP:Iteration 2F (148227.640000 sec): 3 clusters
  Score: Raw -74537.079529 + Penalty 2229.374844 = -72307.704685
  nChanged 68
		SP:Iteration 3F (148227.800000 sec): 3 clusters
  Score: Raw -74679.017388 + Penalty 2229.374844 = -72449.642544
  nChanged 62
		SP:Iteration 4F (148227.950000 sec): 3 clusters
  Score: Raw -74778.358029 + Penalty 2229.374844 = -72548.983185
  nChanged 42
		SP:Iteration 5Q (148228.110000 sec): 3 clusters
  Score: Raw -74844.938101 + Penalty 2229.374844 = -72615.563257
  nChanged 37
		SP:Iteration 6Q (148228.260000 sec): 3 clusters
  Score: Raw -74901.264165 + Penalty 2229.374844 = -72671.889321
  nChanged 27
		SP:Iteration 7Q (148228.410000 sec): 3 clusters
  Score: Raw -74957.115985 + Penalty 2229.374844 = -72727.741141
  nChanged 29
		SP:Iteration 8Q (148228.550000 sec): 3 clusters
  Score: Raw -75036.221541 + Penalty 2229.374844 = -72806.846697
  nChanged 21
		SP:Iteration 9Q (148228.650000 sec): 3 clusters
  Score: Raw -75089.602293 + Penalty 2229.374844 = -72860.227450
  nChanged 23
		SP:Iteration 10Q (148228.790000 sec): 3 clusters
  Score: Raw -75145.676881 + Penalty 2229.374844 = -72916.302038
  nChanged 17
		SP:Iteration 11Q (148228.940000 sec): 3 clusters
  Score: Raw -75181.829290 + Penalty 2229.374844 = -72952.454447
  nChanged 16
		SP:Iteration 12Q (148229.080000 sec): 3 clusters
  Score: Raw -75216.107945 + Penalty 2229.374844 = -72986.733101
  nChanged 15
		SP:Iteration 13Q (148229.240000 sec): 3 clusters
  Score: Raw -75238.267591 + Penalty 2229.374844 = -73008.892748
  nChanged 10
		SP:Iteration 14Q (148229.400000 sec): 3 clusters
  Score: Raw -75251.696900 + Penalty 2229.374844 = -73022.322056
  nChanged 9
		SP:Iteration 15Q (148229.560000 sec): 3 clusters
  Score: Raw -75270.543965 + Penalty 2229.374844 = -73041.169121
  nChanged 10
		SP:Iteration 16Q (148229.720000 sec): 3 clusters
  Score: Raw -75297.537738 + Penalty 2229.374844 = -73068.162895
  nChanged 12
		SP:Iteration 17Q (148229.880000 sec): 3 clusters
  Score: Raw -75333.217420 + Penalty 2229.374844 = -73103.842576
  nChanged 15
		SP:Iteration 18Q (148230.040000 sec): 3 clusters
  Score: Raw -75430.924253 + Penalty 2229.374844 = -73201.549410
  nChanged 15
		SP:Iteration 19Q (148230.200000 sec): 3 clusters
  Score: Raw -75519.181208 + Penalty 2229.374844 = -73289.806364
  nChanged 8
		SP:Iteration 20F (148230.360000 sec): 3 clusters
  Score: Raw -75533.098360 + Penalty 2229.374844 = -73303.723516
  nChanged 4
		SP:Iteration 21Q (148230.520000 sec): 3 clusters
  Score: Raw -75540.414323 + Penalty 2229.374844 = -73311.039479
  nChanged 6
		SP:Iteration 22Q (148230.680000 sec): 3 clusters
  Score: Raw -75552.992651 + Penalty 2229.374844 = -73323.617808
  nChanged 3
		SP:Iteration 23Q (148230.840000 sec): 3 clusters
  Score: Raw -75559.274268 + Penalty 2229.374844 = -73329.899425
  nChanged 4
		SP:Iteration 24Q (148231.000000 sec): 3 clusters
  Score: Raw -75569.947725 + Penalty 2229.374844 = -73340.572881
  nChanged 2
		SP:Iteration 25Q (148231.160000 sec): 3 clusters
  Score: Raw -75573.036065 + Penalty 2229.374844 = -73343.661221
  nChanged 1
		SP:Iteration 26Q (148231.320000 sec): 3 clusters
  Score: Raw -75573.872598 + Penalty 2229.374844 = -73344.497755
  nChanged 0
		SP:Iteration 27F (148231.480000 sec): 3 clusters
  Score: Raw -75573.872598 + Penalty 2229.374844 = -73344.497755
  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 10.71 GB.

 Trying to split cluster 34 (10015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148231.620000 sec): 2 clusters
  Score: Raw -802775.593511 + Penalty 1496.923878 = -801278.669633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148231.830000 sec): 3 clusters
  Score: Raw -797077.244176 + Penalty 2993.847756 = -794083.396421
  nChanged 4405
		SP:Iteration 1F (148232.000000 sec): 3 clusters
  Score: Raw -799479.854018 + Penalty 2993.847756 = -796486.006263
  nChanged 649
		SP:Iteration 2F (148232.170000 sec): 3 clusters
  Score: Raw -799794.199721 + Penalty 2993.847756 = -796800.351965
  nChanged 557
		SP:Iteration 3F (148232.340000 sec): 3 clusters
  Score: Raw -800114.777958 + Penalty 2993.847756 = -797120.930203
  nChanged 550
		SP:Iteration 4F (148232.510000 sec): 3 clusters
  Score: Raw -800482.964521 + Penalty 2993.847756 = -797489.116765
  nChanged 591
		SP:Iteration 5F (148232.710000 sec): 3 clusters
  Score: Raw -800877.400226 + Penalty 2993.847756 = -797883.552470
  nChanged 558
		SP:Iteration 6F (148232.900000 sec): 3 clusters
  Score: Raw -801204.584174 + Penalty 2993.847756 = -798210.736418
  nChanged 504
		SP:Iteration 7F (148233.080000 sec): 3 clusters
  Score: Raw -801481.508199 + Penalty 2993.847756 = -798487.660444
  nChanged 435
		SP:Iteration 8Q (148233.250000 sec): 3 clusters
  Score: Raw -801717.104263 + Penalty 2993.847756 = -798723.256507
  nChanged 386
		SP:Iteration 9Q (148233.420000 sec): 3 clusters
  Score: Raw -801896.239317 + Penalty 2993.847756 = -798902.391561
  nChanged 312
		SP:Iteration 10Q (148233.600000 sec): 3 clusters
  Score: Raw -802067.813446 + Penalty 2993.847756 = -799073.965691
  nChanged 312
		SP:Iteration 11Q (148233.790000 sec): 3 clusters
  Score: Raw -802240.291006 + Penalty 2993.847756 = -799246.443251
  nChanged 298
		SP:Iteration 12Q (148233.970000 sec): 3 clusters
  Score: Raw -802415.794206 + Penalty 2993.847756 = -799421.946450
  nChanged 286
		SP:Iteration 13Q (148234.140000 sec): 3 clusters
  Score: Raw -802585.386534 + Penalty 2993.847756 = -799591.538778
  nChanged 228
		SP:Iteration 14Q (148234.320000 sec): 3 clusters
  Score: Raw -802720.455591 + Penalty 2993.847756 = -799726.607836
  nChanged 194
		SP:Iteration 15Q (148234.490000 sec): 3 clusters
  Score: Raw -802828.202471 + Penalty 2993.847756 = -799834.354715
  nChanged 166
		SP:Iteration 16Q (148234.660000 sec): 3 clusters
  Score: Raw -802916.129861 + Penalty 2993.847756 = -799922.282105
  nChanged 135
		SP:Iteration 17Q (148234.830000 sec): 3 clusters
  Score: Raw -802979.881149 + Penalty 2993.847756 = -799986.033393
  nChanged 126
		SP:Iteration 18Q (148235.000000 sec): 3 clusters
  Score: Raw -803039.077431 + Penalty 2993.847756 = -800045.229675
  nChanged 98
		SP:Iteration 19Q (148235.170000 sec): 3 clusters
  Score: Raw -803082.642638 + Penalty 2993.847756 = -800088.794882
  nChanged 82
		SP:Iteration 20F (148235.340000 sec): 3 clusters
  Score: Raw -803120.363620 + Penalty 2993.847756 = -800126.515864
  nChanged 80
		SP:Iteration 21Q (148235.510000 sec): 3 clusters
  Score: Raw -803154.002378 + Penalty 2993.847756 = -800160.154622
  nChanged 56
		SP:Iteration 22Q (148235.700000 sec): 3 clusters
  Score: Raw -803178.126747 + Penalty 2993.847756 = -800184.278992
  nChanged 39
		SP:Iteration 23Q (148235.870000 sec): 3 clusters
  Score: Raw -803196.752854 + Penalty 2993.847756 = -800202.905099
  nChanged 42
		SP:Iteration 24Q (148236.080000 sec): 3 clusters
  Score: Raw -803213.820522 + Penalty 2993.847756 = -800219.972766
  nChanged 44
		SP:Iteration 25Q (148236.200000 sec): 3 clusters
  Score: Raw -803236.312601 + Penalty 2993.847756 = -800242.464845
  nChanged 42
		SP:Iteration 26Q (148236.400000 sec): 3 clusters
  Score: Raw -803255.522396 + Penalty 2993.847756 = -800261.674641
  nChanged 33
		SP:Iteration 27Q (148236.540000 sec): 3 clusters
  Score: Raw -803269.402200 + Penalty 2993.847756 = -800275.554445
  nChanged 21
		SP:Iteration 28Q (148236.740000 sec): 3 clusters
  Score: Raw -803278.770907 + Penalty 2993.847756 = -800284.923152
  nChanged 21
		SP:Iteration 29Q (148236.930000 sec): 3 clusters
  Score: Raw -803289.682806 + Penalty 2993.847756 = -800295.835051
  nChanged 14
		SP:Iteration 30Q (148237.170000 sec): 3 clusters
  Score: Raw -803296.519935 + Penalty 2993.847756 = -800302.672179
  nChanged 17
		SP:Iteration 31Q (148237.350000 sec): 3 clusters
  Score: Raw -803302.872908 + Penalty 2993.847756 = -800309.025153
  nChanged 10
		SP:Iteration 32Q (148237.570000 sec): 3 clusters
  Score: Raw -803305.808755 + Penalty 2993.847756 = -800311.960999
  nChanged 8
		SP:Iteration 33Q (148237.770000 sec): 3 clusters
  Score: Raw -803308.764226 + Penalty 2993.847756 = -800314.916471
  nChanged 8
		SP:Iteration 34Q (148237.980000 sec): 3 clusters
  Score: Raw -803310.695755 + Penalty 2993.847756 = -800316.848000
  nChanged 8
		SP:Iteration 35Q (148238.180000 sec): 3 clusters
  Score: Raw -803313.939057 + Penalty 2993.847756 = -800320.091301
  nChanged 6
		SP:Iteration 36Q (148238.400000 sec): 3 clusters
  Score: Raw -803315.989667 + Penalty 2993.847756 = -800322.141911
  nChanged 8
		SP:Iteration 37Q (148238.630000 sec): 3 clusters
  Score: Raw -803319.161118 + Penalty 2993.847756 = -800325.313363
  nChanged 6
		SP:Iteration 38Q (148238.850000 sec): 3 clusters
  Score: Raw -803321.077992 + Penalty 2993.847756 = -800327.230237
  nChanged 3
		SP:Iteration 39Q (148239.100000 sec): 3 clusters
  Score: Raw -803321.650109 + Penalty 2993.847756 = -800327.802353
  nChanged 0
		SP:Iteration 40F (148239.340000 sec): 3 clusters
  Score: Raw -803321.650109 + Penalty 2993.847756 = -800327.802353
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 35 (21907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148239.540000 sec): 2 clusters
  Score: Raw -1811812.448233 + Penalty 1624.116244 = -1810188.331990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148239.850000 sec): 3 clusters
  Score: Raw -1798652.261782 + Penalty 3248.232487 = -1795404.029294
  nChanged 9892
		SP:Iteration 1F (148240.140000 sec): 3 clusters
  Score: Raw -1804283.992164 + Penalty 3248.232487 = -1801035.759677
  nChanged 1256
		SP:Iteration 2F (148240.420000 sec): 3 clusters
  Score: Raw -1804864.966427 + Penalty 3248.232487 = -1801616.733940
  nChanged 1232
		SP:Iteration 3F (148240.750000 sec): 3 clusters
  Score: Raw -1805522.458361 + Penalty 3248.232487 = -1802274.225874
  nChanged 1190
		SP:Iteration 4F (148241.050000 sec): 3 clusters
  Score: Raw -1806186.484237 + Penalty 3248.232487 = -1802938.251749
  nChanged 1156
		SP:Iteration 5F (148241.280000 sec): 3 clusters
  Score: Raw -1806864.826247 + Penalty 3248.232487 = -1803616.593760
  nChanged 1181
		SP:Iteration 6F (148241.570000 sec): 3 clusters
  Score: Raw -1807576.084937 + Penalty 3248.232487 = -1804327.852449
  nChanged 1092
		SP:Iteration 7Q (148241.890000 sec): 3 clusters
  Score: Raw -1808260.713170 + Penalty 3248.232487 = -1805012.480683
  nChanged 1035
		SP:Iteration 8Q (148242.270000 sec): 3 clusters
  Score: Raw -1808849.187531 + Penalty 3248.232487 = -1805600.955043
  nChanged 849
		SP:Iteration 9Q (148242.570000 sec): 3 clusters
  Score: Raw -1809220.186121 + Penalty 3248.232487 = -1805971.953634
  nChanged 582
		SP:Iteration 10Q (148242.890000 sec): 3 clusters
  Score: Raw -1809386.608898 + Penalty 3248.232487 = -1806138.376411
  nChanged 353
		SP:Iteration 11Q (148243.210000 sec): 3 clusters
  Score: Raw -1809463.085758 + Penalty 3248.232487 = -1806214.853270
  nChanged 248
		SP:Iteration 12Q (148243.500000 sec): 3 clusters
  Score: Raw -1809508.396313 + Penalty 3248.232487 = -1806260.163826
  nChanged 196
		SP:Iteration 13Q (148243.850000 sec): 3 clusters
  Score: Raw -1809542.031715 + Penalty 3248.232487 = -1806293.799227
  nChanged 158
		SP:Iteration 14Q (148244.150000 sec): 3 clusters
  Score: Raw -1809568.397672 + Penalty 3248.232487 = -1806320.165185
  nChanged 159
		SP:Iteration 15Q (148244.440000 sec): 3 clusters
  Score: Raw -1809594.356748 + Penalty 3248.232487 = -1806346.124260
  nChanged 139
		SP:Iteration 16Q (148244.720000 sec): 3 clusters
  Score: Raw -1809618.663577 + Penalty 3248.232487 = -1806370.431089
  nChanged 135
		SP:Iteration 17Q (148245.060000 sec): 3 clusters
  Score: Raw -1809640.310841 + Penalty 3248.232487 = -1806392.078353
  nChanged 133
		SP:Iteration 18Q (148245.410000 sec): 3 clusters
  Score: Raw -1809662.352951 + Penalty 3248.232487 = -1806414.120464
  nChanged 134
		SP:Iteration 19Q (148245.700000 sec): 3 clusters
  Score: Raw -1809684.670453 + Penalty 3248.232487 = -1806436.437966
  nChanged 138
		SP:Iteration 20F (148246.020000 sec): 3 clusters
  Score: Raw -1809708.864767 + Penalty 3248.232487 = -1806460.632280
  nChanged 143
		SP:Iteration 21Q (148246.350000 sec): 3 clusters
  Score: Raw -1809732.501558 + Penalty 3248.232487 = -1806484.269071
  nChanged 131
		SP:Iteration 22Q (148246.640000 sec): 3 clusters
  Score: Raw -1809753.641345 + Penalty 3248.232487 = -1806505.408858
  nChanged 131
		SP:Iteration 23Q (148246.960000 sec): 3 clusters
  Score: Raw -1809774.924100 + Penalty 3248.232487 = -1806526.691613
  nChanged 130
		SP:Iteration 24Q (148247.300000 sec): 3 clusters
  Score: Raw -1809794.958810 + Penalty 3248.232487 = -1806546.726322
  nChanged 116
		SP:Iteration 25Q (148247.620000 sec): 3 clusters
  Score: Raw -1809811.620171 + Penalty 3248.232487 = -1806563.387684
  nChanged 103
		SP:Iteration 26Q (148247.950000 sec): 3 clusters
  Score: Raw -1809825.742271 + Penalty 3248.232487 = -1806577.509784
  nChanged 109
		SP:Iteration 27Q (148248.220000 sec): 3 clusters
  Score: Raw -1809839.048412 + Penalty 3248.232487 = -1806590.815925
  nChanged 98
		SP:Iteration 28Q (148248.590000 sec): 3 clusters
  Score: Raw -1809851.053035 + Penalty 3248.232487 = -1806602.820548
  nChanged 86
		SP:Iteration 29Q (148248.860000 sec): 3 clusters
  Score: Raw -1809862.291330 + Penalty 3248.232487 = -1806614.058842
  nChanged 101
		SP:Iteration 30Q (148249.140000 sec): 3 clusters
  Score: Raw -1809877.881893 + Penalty 3248.232487 = -1806629.649406
  nChanged 112
		SP:Iteration 31Q (148249.490000 sec): 3 clusters
  Score: Raw -1809895.620923 + Penalty 3248.232487 = -1806647.388435
  nChanged 110
		SP:Iteration 32Q (148249.800000 sec): 3 clusters
  Score: Raw -1809910.046542 + Penalty 3248.232487 = -1806661.814055
  nChanged 129
		SP:Iteration 33Q (148250.160000 sec): 3 clusters
  Score: Raw -1809933.467565 + Penalty 3248.232487 = -1806685.235078
  nChanged 120
		SP:Iteration 34Q (148250.390000 sec): 3 clusters
  Score: Raw -1809953.006559 + Penalty 3248.232487 = -1806704.774072
  nChanged 117
		SP:Iteration 35Q (148250.700000 sec): 3 clusters
  Score: Raw -1809970.315329 + Penalty 3248.232487 = -1806722.082842
  nChanged 115
		SP:Iteration 36Q (148251.000000 sec): 3 clusters
  Score: Raw -1809990.254418 + Penalty 3248.232487 = -1806742.021930
  nChanged 118
		SP:Iteration 37Q (148251.310000 sec): 3 clusters
  Score: Raw -1810010.459665 + Penalty 3248.232487 = -1806762.227177
  nChanged 122
		SP:Iteration 38Q (148251.620000 sec): 3 clusters
  Score: Raw -1810031.238455 + Penalty 3248.232487 = -1806783.005968
  nChanged 114
		SP:Iteration 39Q (148251.930000 sec): 3 clusters
  Score: Raw -1810049.213868 + Penalty 3248.232487 = -1806800.981381
  nChanged 122
		SP:Iteration 40F (148252.240000 sec): 3 clusters
  Score: Raw -1810070.181028 + Penalty 3248.232487 = -1806821.948540
  nChanged 134
		SP:Iteration 41Q (148252.540000 sec): 3 clusters
  Score: Raw -1810096.085542 + Penalty 3248.232487 = -1806847.853054
  nChanged 138
		SP:Iteration 42Q (148252.820000 sec): 3 clusters
  Score: Raw -1810119.093970 + Penalty 3248.232487 = -1806870.861483
  nChanged 117
		SP:Iteration 43Q (148253.090000 sec): 3 clusters
  Score: Raw -1810136.770449 + Penalty 3248.232487 = -1806888.537962
  nChanged 100
		SP:Iteration 44Q (148253.470000 sec): 3 clusters
  Score: Raw -1810150.115833 + Penalty 3248.232487 = -1806901.883345
  nChanged 107
		SP:Iteration 45Q (148253.780000 sec): 3 clusters
  Score: Raw -1810164.241045 + Penalty 3248.232487 = -1806916.008558
  nChanged 96
		SP:Iteration 46Q (148254.090000 sec): 3 clusters
  Score: Raw -1810176.476949 + Penalty 3248.232487 = -1806928.244462
  nChanged 99
		SP:Iteration 47Q (148254.400000 sec): 3 clusters
  Score: Raw -1810193.861035 + Penalty 3248.232487 = -1806945.628548
  nChanged 117
		SP:Iteration 48Q (148254.690000 sec): 3 clusters
  Score: Raw -1810214.546592 + Penalty 3248.232487 = -1806966.314104
  nChanged 116
		SP:Iteration 49Q (148255.040000 sec): 3 clusters
  Score: Raw -1810234.115746 + Penalty 3248.232487 = -1806985.883259
  nChanged 123
		SP:Iteration 50Q (148255.380000 sec): 3 clusters
  Score: Raw -1810254.826399 + Penalty 3248.232487 = -1807006.593911
  nChanged 121
		SP:Iteration 51Q (148255.700000 sec): 3 clusters
  Score: Raw -1810274.755253 + Penalty 3248.232487 = -1807026.522765
  nChanged 129
		SP:Iteration 52Q (148256.000000 sec): 3 clusters
  Score: Raw -1810295.697634 + Penalty 3248.232487 = -1807047.465147
  nChanged 133
		SP:Iteration 53Q (148256.320000 sec): 3 clusters
  Score: Raw -1810318.420575 + Penalty 3248.232487 = -1807070.188088
  nChanged 122
		SP:Iteration 54Q (148256.620000 sec): 3 clusters
  Score: Raw -1810340.946983 + Penalty 3248.232487 = -1807092.714495
  nChanged 125
		SP:Iteration 55Q (148256.880000 sec): 3 clusters
  Score: Raw -1810368.023205 + Penalty 3248.232487 = -1807119.790718
  nChanged 153
		SP:Iteration 56Q (148257.230000 sec): 3 clusters
  Score: Raw -1810399.191240 + Penalty 3248.232487 = -1807150.958752
  nChanged 164
		SP:Iteration 57Q (148257.490000 sec): 3 clusters
  Score: Raw -1810436.965855 + Penalty 3248.232487 = -1807188.733367
  nChanged 152
		SP:Iteration 58Q (148257.870000 sec): 3 clusters
  Score: Raw -1810470.852494 + Penalty 3248.232487 = -1807222.620007
  nChanged 177
		SP:Iteration 59Q (148258.130000 sec): 3 clusters
  Score: Raw -1810510.223358 + Penalty 3248.232487 = -1807261.990871
  nChanged 165
		SP:Iteration 60F (148258.500000 sec): 3 clusters
  Score: Raw -1810551.110888 + Penalty 3248.232487 = -1807302.878401
  nChanged 180
		SP:Iteration 61Q (148258.740000 sec): 3 clusters
  Score: Raw -1810601.574788 + Penalty 3248.232487 = -1807353.342300
  nChanged 198
		SP:Iteration 62Q (148259.080000 sec): 3 clusters
  Score: Raw -1810666.458830 + Penalty 3248.232487 = -1807418.226343
  nChanged 224
		SP:Iteration 63Q (148259.410000 sec): 3 clusters
  Score: Raw -1810741.581413 + Penalty 3248.232487 = -1807493.348926
  nChanged 219
		SP:Iteration 64Q (148259.760000 sec): 3 clusters
  Score: Raw -1810818.886521 + Penalty 3248.232487 = -1807570.654033
  nChanged 224
		SP:Iteration 65Q (148260.020000 sec): 3 clusters
  Score: Raw -1810895.955498 + Penalty 3248.232487 = -1807647.723010
  nChanged 216
		SP:Iteration 66Q (148260.360000 sec): 3 clusters
  Score: Raw -1810980.303902 + Penalty 3248.232487 = -1807732.071414
  nChanged 225
		SP:Iteration 67Q (148260.740000 sec): 3 clusters
  Score: Raw -1811076.843553 + Penalty 3248.232487 = -1807828.611066
  nChanged 233
		SP:Iteration 68Q (148261.080000 sec): 3 clusters
  Score: Raw -1811182.217201 + Penalty 3248.232487 = -1807933.984713
  nChanged 242
		SP:Iteration 69Q (148261.280000 sec): 3 clusters
  Score: Raw -1811294.851813 + Penalty 3248.232487 = -1808046.619325
  nChanged 206
		SP:Iteration 70Q (148261.560000 sec): 3 clusters
  Score: Raw -1811384.127389 + Penalty 3248.232487 = -1808135.894901
  nChanged 177
		SP:Iteration 71Q (148261.900000 sec): 3 clusters
  Score: Raw -1811464.724421 + Penalty 3248.232487 = -1808216.491934
  nChanged 168
		SP:Iteration 72Q (148262.180000 sec): 3 clusters
  Score: Raw -1811544.467852 + Penalty 3248.232487 = -1808296.235365
  nChanged 158
		SP:Iteration 73Q (148262.480000 sec): 3 clusters
  Score: Raw -1811612.144250 + Penalty 3248.232487 = -1808363.911763
  nChanged 138
		SP:Iteration 74Q (148262.770000 sec): 3 clusters
  Score: Raw -1811668.535391 + Penalty 3248.232487 = -1808420.302904
  nChanged 116
		SP:Iteration 75Q (148263.090000 sec): 3 clusters
  Score: Raw -1811717.537455 + Penalty 3248.232487 = -1808469.304968
  nChanged 115
		SP:Iteration 76Q (148263.410000 sec): 3 clusters
  Score: Raw -1811768.209138 + Penalty 3248.232487 = -1808519.976650
  nChanged 104
		SP:Iteration 77Q (148263.720000 sec): 3 clusters
  Score: Raw -1811812.361345 + Penalty 3248.232487 = -1808564.128858
  nChanged 88
		SP:Iteration 78Q (148264.030000 sec): 3 clusters
  Score: Raw -1811851.267367 + Penalty 3248.232487 = -1808603.034879
  nChanged 73
		SP:Iteration 79Q (148264.330000 sec): 3 clusters
  Score: Raw -1811880.352834 + Penalty 3248.232487 = -1808632.120347
  nChanged 54
		SP:Iteration 80F (148264.680000 sec): 3 clusters
  Score: Raw -1811903.190336 + Penalty 3248.232487 = -1808654.957849
  nChanged 43
		SP:Iteration 81Q (148264.930000 sec): 3 clusters
  Score: Raw -1811922.050684 + Penalty 3248.232487 = -1808673.818197
  nChanged 46
		SP:Iteration 82Q (148265.270000 sec): 3 clusters
  Score: Raw -1811939.865661 + Penalty 3248.232487 = -1808691.633174
  nChanged 54
		SP:Iteration 83Q (148265.580000 sec): 3 clusters
  Score: Raw -1811964.385237 + Penalty 3248.232487 = -1808716.152750
  nChanged 42
		SP:Iteration 84Q (148265.880000 sec): 3 clusters
  Score: Raw -1811981.798275 + Penalty 3248.232487 = -1808733.565788
  nChanged 35
		SP:Iteration 85Q (148266.180000 sec): 3 clusters
  Score: Raw -1811997.007727 + Penalty 3248.232487 = -1808748.775239
  nChanged 27
		SP:Iteration 86Q (148266.450000 sec): 3 clusters
  Score: Raw -1812006.120147 + Penalty 3248.232487 = -1808757.887660
  nChanged 14
		SP:Iteration 87Q (148266.800000 sec): 3 clusters
  Score: Raw -1812009.956809 + Penalty 3248.232487 = -1808761.724322
  nChanged 11
		SP:Iteration 88Q (148267.040000 sec): 3 clusters
  Score: Raw -1812014.755047 + Penalty 3248.232487 = -1808766.522560
  nChanged 11
		SP:Iteration 89Q (148267.320000 sec): 3 clusters
  Score: Raw -1812019.402842 + Penalty 3248.232487 = -1808771.170354
  nChanged 18
		SP:Iteration 90Q (148267.660000 sec): 3 clusters
  Score: Raw -1812028.822641 + Penalty 3248.232487 = -1808780.590154
  nChanged 18
		SP:Iteration 91Q (148267.930000 sec): 3 clusters
  Score: Raw -1812036.064735 + Penalty 3248.232487 = -1808787.832247
  nChanged 21
		SP:Iteration 92Q (148268.230000 sec): 3 clusters
  Score: Raw -1812044.603738 + Penalty 3248.232487 = -1808796.371251
  nChanged 15
		SP:Iteration 93Q (148268.530000 sec): 3 clusters
  Score: Raw -1812052.578887 + Penalty 3248.232487 = -1808804.346400
  nChanged 12
		SP:Iteration 94Q (148268.850000 sec): 3 clusters
  Score: Raw -1812058.126484 + Penalty 3248.232487 = -1808809.893996
  nChanged 13
		SP:Iteration 95Q (148269.130000 sec): 3 clusters
  Score: Raw -1812063.569760 + Penalty 3248.232487 = -1808815.337273
  nChanged 10
		SP:Iteration 96Q (148269.480000 sec): 3 clusters
  Score: Raw -1812066.692650 + Penalty 3248.232487 = -1808818.460163
  nChanged 5
		SP:Iteration 97Q (148269.790000 sec): 3 clusters
  Score: Raw -1812068.647611 + Penalty 3248.232487 = -1808820.415124
  nChanged 5
		SP:Iteration 98Q (148270.130000 sec): 3 clusters
  Score: Raw -1812070.768461 + Penalty 3248.232487 = -1808822.535974
  nChanged 5
		SP:Iteration 99Q (148270.440000 sec): 3 clusters
  Score: Raw -1812073.566527 + Penalty 3248.232487 = -1808825.334040
  nChanged 6
		SP:Iteration 100F (148270.790000 sec): 3 clusters
  Score: Raw -1812075.451306 + Penalty 3248.232487 = -1808827.218819
  nChanged 8
		SP:Iteration 101Q (148271.130000 sec): 3 clusters
  Score: Raw -1812078.279554 + Penalty 3248.232487 = -1808830.047066
  nChanged 8
		SP:Iteration 102Q (148271.420000 sec): 3 clusters
  Score: Raw -1812082.952140 + Penalty 3248.232487 = -1808834.719653
  nChanged 7
		SP:Iteration 103Q (148271.690000 sec): 3 clusters
  Score: Raw -1812085.056216 + Penalty 3248.232487 = -1808836.823728
  nChanged 4
		SP:Iteration 104Q (148271.990000 sec): 3 clusters
  Score: Raw -1812085.642519 + Penalty 3248.232487 = -1808837.410032
  nChanged 1
		SP:Iteration 105Q (148272.340000 sec): 3 clusters
  Score: Raw -1812086.089448 + Penalty 3248.232487 = -1808837.856961
  nChanged 1
		SP:Iteration 106Q (148272.600000 sec): 3 clusters
  Score: Raw -1812086.299331 + Penalty 3248.232487 = -1808838.066843
  nChanged 0
		SP:Iteration 107F (148272.960000 sec): 3 clusters
  Score: Raw -1812086.299331 + Penalty 3248.232487 = -1808838.066843
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 36 (22111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148273.150000 sec): 2 clusters
  Score: Raw -1888353.911867 + Penalty 1625.622456 = -1886728.289411
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148273.440000 sec): 3 clusters
  Score: Raw -1874971.293782 + Penalty 3251.244913 = -1871720.048869
  nChanged 9986
		SP:Iteration 1F (148273.710000 sec): 3 clusters
  Score: Raw -1880479.826992 + Penalty 3251.244913 = -1877228.582080
  nChanged 1083
		SP:Iteration 2Q (148274.080000 sec): 3 clusters
  Score: Raw -1880893.120594 + Penalty 3251.244913 = -1877641.875681
  nChanged 1095
		SP:Iteration 3Q (148274.400000 sec): 3 clusters
  Score: Raw -1881405.553836 + Penalty 3251.244913 = -1878154.308923
  nChanged 1289
		SP:Iteration 4F (148274.760000 sec): 3 clusters
  Score: Raw -1882159.472780 + Penalty 3251.244913 = -1878908.227867
  nChanged 1488
		SP:Iteration 5F (148275.070000 sec): 3 clusters
  Score: Raw -1883258.313481 + Penalty 3251.244913 = -1880007.068569
  nChanged 1706
		SP:Iteration 6F (148275.410000 sec): 3 clusters
  Score: Raw -1884781.147968 + Penalty 3251.244913 = -1881529.903055
  nChanged 1561
		SP:Iteration 7F (148275.720000 sec): 3 clusters
  Score: Raw -1886290.062352 + Penalty 3251.244913 = -1883038.817439
  nChanged 1148
		SP:Iteration 8F (148276.050000 sec): 3 clusters
  Score: Raw -1887395.316766 + Penalty 3251.244913 = -1884144.071853
  nChanged 590
		SP:Iteration 9Q (148276.370000 sec): 3 clusters
  Score: Raw -1887938.649683 + Penalty 3251.244913 = -1884687.404770
  nChanged 294
		SP:Iteration 10Q (148276.690000 sec): 3 clusters
  Score: Raw -1888217.928630 + Penalty 3251.244913 = -1884966.683717
  nChanged 139
		SP:Iteration 11Q (148276.990000 sec): 3 clusters
  Score: Raw -1888339.301096 + Penalty 3251.244913 = -1885088.056183
  nChanged 68
		SP:Iteration 12Q (148277.290000 sec): 3 clusters
  Score: Raw -1888408.206536 + Penalty 3251.244913 = -1885156.961623
  nChanged 42
		SP:Iteration 13Q (148277.600000 sec): 3 clusters
  Score: Raw -1888460.252349 + Penalty 3251.244913 = -1885209.007436
  nChanged 30
		SP:Iteration 14Q (148277.890000 sec): 3 clusters
  Score: Raw -1888506.683006 + Penalty 3251.244913 = -1885255.438093
  nChanged 20
		SP:Iteration 15Q (148278.160000 sec): 3 clusters
  Score: Raw -1888531.958417 + Penalty 3251.244913 = -1885280.713504
  nChanged 13
		SP:Iteration 16Q (148278.440000 sec): 3 clusters
  Score: Raw -1888546.285552 + Penalty 3251.244913 = -1885295.040639
  nChanged 8
		SP:Iteration 17Q (148278.800000 sec): 3 clusters
  Score: Raw -1888555.811335 + Penalty 3251.244913 = -1885304.566423
  nChanged 7
		SP:Iteration 18Q (148279.140000 sec): 3 clusters
  Score: Raw -1888562.265766 + Penalty 3251.244913 = -1885311.020853
  nChanged 0
		SP:Iteration 19F (148279.410000 sec): 3 clusters
  Score: Raw -1888562.265766 + Penalty 3251.244913 = -1885311.020853
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 37 (10433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148279.500000 sec): 2 clusters
  Score: Raw -835543.880344 + Penalty 1503.568485 = -834040.311859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148279.750000 sec): 3 clusters
  Score: Raw -829627.486214 + Penalty 3007.136970 = -826620.349244
  nChanged 4535
		SP:Iteration 1F (148279.970000 sec): 3 clusters
  Score: Raw -832911.112218 + Penalty 3007.136970 = -829903.975248
  nChanged 1051
		SP:Iteration 2F (148280.170000 sec): 3 clusters
  Score: Raw -834062.553483 + Penalty 3007.136970 = -831055.416513
  nChanged 924
		SP:Iteration 3F (148280.370000 sec): 3 clusters
  Score: Raw -834944.819708 + Penalty 3007.136970 = -831937.682738
  nChanged 703
		SP:Iteration 4F (148280.590000 sec): 3 clusters
  Score: Raw -835489.440306 + Penalty 3007.136970 = -832482.303336
  nChanged 527
		SP:Iteration 5F (148280.810000 sec): 3 clusters
  Score: Raw -835891.667753 + Penalty 3007.136970 = -832884.530783
  nChanged 400
		SP:Iteration 6Q (148281.040000 sec): 3 clusters
  Score: Raw -836156.071660 + Penalty 3007.136970 = -833148.934690
  nChanged 298
		SP:Iteration 7Q (148281.320000 sec): 3 clusters
  Score: Raw -836375.802509 + Penalty 3007.136970 = -833368.665539
  nChanged 226
		SP:Iteration 8Q (148281.500000 sec): 3 clusters
  Score: Raw -836558.104859 + Penalty 3007.136970 = -833550.967889
  nChanged 185
		SP:Iteration 9Q (148281.750000 sec): 3 clusters
  Score: Raw -836726.781833 + Penalty 3007.136970 = -833719.644863
  nChanged 173
		SP:Iteration 10Q (148281.970000 sec): 3 clusters
  Score: Raw -836842.102467 + Penalty 3007.136970 = -833834.965497
  nChanged 129
		SP:Iteration 11Q (148282.170000 sec): 3 clusters
  Score: Raw -836891.920378 + Penalty 3007.136970 = -833884.783408
  nChanged 92
		SP:Iteration 12Q (148282.370000 sec): 3 clusters
  Score: Raw -836924.226461 + Penalty 3007.136970 = -833917.089491
  nChanged 62
		SP:Iteration 13Q (148282.570000 sec): 3 clusters
  Score: Raw -836940.663904 + Penalty 3007.136970 = -833933.526934
  nChanged 47
		SP:Iteration 14Q (148282.790000 sec): 3 clusters
  Score: Raw -836953.730687 + Penalty 3007.136970 = -833946.593717
  nChanged 51
		SP:Iteration 15Q (148282.990000 sec): 3 clusters
  Score: Raw -836968.886368 + Penalty 3007.136970 = -833961.749398
  nChanged 47
		SP:Iteration 16Q (148283.190000 sec): 3 clusters
  Score: Raw -836980.480684 + Penalty 3007.136970 = -833973.343714
  nChanged 36
		SP:Iteration 17Q (148283.380000 sec): 3 clusters
  Score: Raw -836988.583408 + Penalty 3007.136970 = -833981.446438
  nChanged 25
		SP:Iteration 18Q (148283.600000 sec): 3 clusters
  Score: Raw -836994.189864 + Penalty 3007.136970 = -833987.052894
  nChanged 25
		SP:Iteration 19Q (148283.820000 sec): 3 clusters
  Score: Raw -836999.959533 + Penalty 3007.136970 = -833992.822563
  nChanged 22
		SP:Iteration 20F (148284.040000 sec): 3 clusters
  Score: Raw -837003.882197 + Penalty 3007.136970 = -833996.745227
  nChanged 17
		SP:Iteration 21Q (148284.260000 sec): 3 clusters
  Score: Raw -837006.623041 + Penalty 3007.136970 = -833999.486071
  nChanged 9
		SP:Iteration 22Q (148284.480000 sec): 3 clusters
  Score: Raw -837008.410011 + Penalty 3007.136970 = -834001.273041
  nChanged 11
		SP:Iteration 23Q (148284.760000 sec): 3 clusters
  Score: Raw -837010.166362 + Penalty 3007.136970 = -834003.029392
  nChanged 9
		SP:Iteration 24Q (148284.920000 sec): 3 clusters
  Score: Raw -837011.917686 + Penalty 3007.136970 = -834004.780716
  nChanged 6
		SP:Iteration 25Q (148285.130000 sec): 3 clusters
  Score: Raw -837012.601512 + Penalty 3007.136970 = -834005.464542
  nChanged 7
		SP:Iteration 26Q (148285.340000 sec): 3 clusters
  Score: Raw -837013.600781 + Penalty 3007.136970 = -834006.463811
  nChanged 8
		SP:Iteration 27Q (148285.550000 sec): 3 clusters
  Score: Raw -837014.378055 + Penalty 3007.136970 = -834007.241085
  nChanged 5
		SP:Iteration 28Q (148285.810000 sec): 3 clusters
  Score: Raw -837015.337586 + Penalty 3007.136970 = -834008.200616
  nChanged 7
		SP:Iteration 29Q (148286.020000 sec): 3 clusters
  Score: Raw -837016.726810 + Penalty 3007.136970 = -834009.589840
  nChanged 5
		SP:Iteration 30Q (148286.230000 sec): 3 clusters
  Score: Raw -837017.412203 + Penalty 3007.136970 = -834010.275233
  nChanged 2
		SP:Iteration 31Q (148286.440000 sec): 3 clusters
  Score: Raw -837017.593738 + Penalty 3007.136970 = -834010.456768
  nChanged 2
		SP:Iteration 32Q (148286.640000 sec): 3 clusters
  Score: Raw -837017.978322 + Penalty 3007.136970 = -834010.841352
  nChanged 1
		SP:Iteration 33Q (148286.850000 sec): 3 clusters
  Score: Raw -837018.041975 + Penalty 3007.136970 = -834010.905005
  nChanged 0
		SP:Iteration 34F (148287.100000 sec): 3 clusters
  Score: Raw -837018.041975 + Penalty 3007.136970 = -834010.905005
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 38 (44647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148287.420000 sec): 2 clusters
  Score: Raw -4222091.737117 + Penalty 1739.813139 = -4220351.923978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148287.840000 sec): 3 clusters
  Score: Raw -4193944.220357 + Penalty 3479.626278 = -4190464.594078
  nChanged 20846
		SP:Iteration 1F (148288.240000 sec): 3 clusters
  Score: Raw -4205547.775008 + Penalty 3479.626278 = -4202068.148730
  nChanged 1648
		SP:Iteration 2Q (148288.680000 sec): 3 clusters
  Score: Raw -4205978.219004 + Penalty 3479.626278 = -4202498.592725
  nChanged 1605
		SP:Iteration 3Q (148289.170000 sec): 3 clusters
  Score: Raw -4206431.573672 + Penalty 3479.626278 = -4202951.947394
  nChanged 1685
		SP:Iteration 4Q (148289.620000 sec): 3 clusters
  Score: Raw -4206999.533031 + Penalty 3479.626278 = -4203519.906753
  nChanged 1917
		SP:Iteration 5Q (148290.080000 sec): 3 clusters
  Score: Raw -4207871.880943 + Penalty 3479.626278 = -4204392.254664
  nChanged 2451
		SP:Iteration 6F (148290.570000 sec): 3 clusters
  Score: Raw -4209327.604417 + Penalty 3479.626278 = -4205847.978138
  nChanged 3181
		SP:Iteration 7F (148290.980000 sec): 3 clusters
  Score: Raw -4211768.951165 + Penalty 3479.626278 = -4208289.324887
  nChanged 3520
		SP:Iteration 8F (148291.410000 sec): 3 clusters
  Score: Raw -4214917.110080 + Penalty 3479.626278 = -4211437.483801
  nChanged 3195
		SP:Iteration 9F (148291.860000 sec): 3 clusters
  Score: Raw -4217981.435923 + Penalty 3479.626278 = -4214501.809644
  nChanged 2211
		SP:Iteration 10Q (148292.370000 sec): 3 clusters
  Score: Raw -4220077.305249 + Penalty 3479.626278 = -4216597.678971
  nChanged 1266
		SP:Iteration 11Q (148292.850000 sec): 3 clusters
  Score: Raw -4221256.138345 + Penalty 3479.626278 = -4217776.512067
  nChanged 599
		SP:Iteration 12Q (148293.320000 sec): 3 clusters
  Score: Raw -4221805.556067 + Penalty 3479.626278 = -4218325.929788
  nChanged 248
		SP:Iteration 13Q (148293.810000 sec): 3 clusters
  Score: Raw -4222042.843764 + Penalty 3479.626278 = -4218563.217486
  nChanged 122
		SP:Iteration 14Q (148294.270000 sec): 3 clusters
  Score: Raw -4222159.295910 + Penalty 3479.626278 = -4218679.669631
  nChanged 58
		SP:Iteration 15Q (148294.740000 sec): 3 clusters
  Score: Raw -4222220.155326 + Penalty 3479.626278 = -4218740.529047
  nChanged 29
		SP:Iteration 16Q (148295.210000 sec): 3 clusters
  Score: Raw -4222254.149488 + Penalty 3479.626278 = -4218774.523210
  nChanged 18
		SP:Iteration 17Q (148295.670000 sec): 3 clusters
  Score: Raw -4222276.746231 + Penalty 3479.626278 = -4218797.119953
  nChanged 12
		SP:Iteration 18Q (148296.120000 sec): 3 clusters
  Score: Raw -4222288.868391 + Penalty 3479.626278 = -4218809.242112
  nChanged 8
		SP:Iteration 19Q (148296.570000 sec): 3 clusters
  Score: Raw -4222296.310489 + Penalty 3479.626278 = -4218816.684211
  nChanged 3
		SP:Iteration 20F (148296.990000 sec): 3 clusters
  Score: Raw -4222300.570809 + Penalty 3479.626278 = -4218820.944531
  nChanged 4
		SP:Iteration 21Q (148297.480000 sec): 3 clusters
  Score: Raw -4222305.201946 + Penalty 3479.626278 = -4218825.575668
  nChanged 4
		SP:Iteration 22Q (148297.970000 sec): 3 clusters
  Score: Raw -4222309.006021 + Penalty 3479.626278 = -4218829.379743
  nChanged 3
		SP:Iteration 23Q (148298.410000 sec): 3 clusters
  Score: Raw -4222311.943597 + Penalty 3479.626278 = -4218832.317318
  nChanged 2
		SP:Iteration 24Q (148298.870000 sec): 3 clusters
  Score: Raw -4222314.886644 + Penalty 3479.626278 = -4218835.260365
  nChanged 4
		SP:Iteration 25Q (148299.310000 sec): 3 clusters
  Score: Raw -4222319.082501 + Penalty 3479.626278 = -4218839.456222
  nChanged 1
		SP:Iteration 26Q (148299.790000 sec): 3 clusters
  Score: Raw -4222320.136708 + Penalty 3479.626278 = -4218840.510429
  nChanged 3
		SP:Iteration 27Q (148300.270000 sec): 3 clusters
  Score: Raw -4222321.990273 + Penalty 3479.626278 = -4218842.363994
  nChanged 1
		SP:Iteration 28Q (148300.750000 sec): 3 clusters
  Score: Raw -4222323.343427 + Penalty 3479.626278 = -4218843.717149
  nChanged 2
		SP:Iteration 29Q (148301.230000 sec): 3 clusters
  Score: Raw -4222325.655670 + Penalty 3479.626278 = -4218846.029391
  nChanged 0
		SP:Iteration 30F (148301.650000 sec): 3 clusters
  Score: Raw -4222325.655670 + Penalty 3479.626278 = -4218846.029391
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 39 (8795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148301.820000 sec): 2 clusters
  Score: Raw -722054.022052 + Penalty 1475.815032 = -720578.207020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148302.050000 sec): 3 clusters
  Score: Raw -717170.323776 + Penalty 2951.630064 = -714218.693712
  nChanged 3703
		SP:Iteration 1F (148302.240000 sec): 3 clusters
  Score: Raw -719085.091350 + Penalty 2951.630064 = -716133.461286
  nChanged 498
		SP:Iteration 2F (148302.410000 sec): 3 clusters
  Score: Raw -719275.444214 + Penalty 2951.630064 = -716323.814150
  nChanged 400
		SP:Iteration 3Q (148302.590000 sec): 3 clusters
  Score: Raw -719435.935917 + Penalty 2951.630064 = -716484.305854
  nChanged 362
		SP:Iteration 4Q (148302.760000 sec): 3 clusters
  Score: Raw -719563.317296 + Penalty 2951.630064 = -716611.687232
  nChanged 292
		SP:Iteration 5Q (148302.940000 sec): 3 clusters
  Score: Raw -719661.307085 + Penalty 2951.630064 = -716709.677021
  nChanged 264
		SP:Iteration 6Q (148303.120000 sec): 3 clusters
  Score: Raw -719737.192121 + Penalty 2951.630064 = -716785.562058
  nChanged 218
		SP:Iteration 7Q (148303.290000 sec): 3 clusters
  Score: Raw -719806.052370 + Penalty 2951.630064 = -716854.422306
  nChanged 242
		SP:Iteration 8Q (148303.480000 sec): 3 clusters
  Score: Raw -719895.137581 + Penalty 2951.630064 = -716943.507517
  nChanged 271
		SP:Iteration 9Q (148303.680000 sec): 3 clusters
  Score: Raw -720014.316253 + Penalty 2951.630064 = -717062.686189
  nChanged 334
		SP:Iteration 10Q (148303.860000 sec): 3 clusters
  Score: Raw -720175.913395 + Penalty 2951.630064 = -717224.283331
  nChanged 340
		SP:Iteration 11Q (148304.050000 sec): 3 clusters
  Score: Raw -720374.548961 + Penalty 2951.630064 = -717422.918898
  nChanged 409
		SP:Iteration 12Q (148304.230000 sec): 3 clusters
  Score: Raw -720635.494378 + Penalty 2951.630064 = -717683.864314
  nChanged 439
		SP:Iteration 13Q (148304.440000 sec): 3 clusters
  Score: Raw -720948.669926 + Penalty 2951.630064 = -717997.039862
  nChanged 449
		SP:Iteration 14F (148304.580000 sec): 3 clusters
  Score: Raw -721313.434917 + Penalty 2951.630064 = -718361.804853
  nChanged 382
		SP:Iteration 15Q (148304.850000 sec): 3 clusters
  Score: Raw -721629.013728 + Penalty 2951.630064 = -718677.383664
  nChanged 283
		SP:Iteration 16Q (148304.980000 sec): 3 clusters
  Score: Raw -721863.512598 + Penalty 2951.630064 = -718911.882534
  nChanged 190
		SP:Iteration 17Q (148305.170000 sec): 3 clusters
  Score: Raw -722039.108987 + Penalty 2951.630064 = -719087.478924
  nChanged 113
		SP:Iteration 18Q (148305.340000 sec): 3 clusters
  Score: Raw -722155.477633 + Penalty 2951.630064 = -719203.847570
  nChanged 69
		SP:Iteration 19Q (148305.530000 sec): 3 clusters
  Score: Raw -722219.825384 + Penalty 2951.630064 = -719268.195321
  nChanged 41
		SP:Iteration 20F (148305.710000 sec): 3 clusters
  Score: Raw -722256.288385 + Penalty 2951.630064 = -719304.658322
  nChanged 25
		SP:Iteration 21Q (148305.880000 sec): 3 clusters
  Score: Raw -722272.187852 + Penalty 2951.630064 = -719320.557788
  nChanged 13
		SP:Iteration 22Q (148306.060000 sec): 3 clusters
  Score: Raw -722279.048240 + Penalty 2951.630064 = -719327.418177
  nChanged 6
		SP:Iteration 23Q (148306.240000 sec): 3 clusters
  Score: Raw -722281.698801 + Penalty 2951.630064 = -719330.068737
  nChanged 2
		SP:Iteration 24Q (148306.430000 sec): 3 clusters
  Score: Raw -722283.763388 + Penalty 2951.630064 = -719332.133325
  nChanged 2
		SP:Iteration 25Q (148306.610000 sec): 3 clusters
  Score: Raw -722285.785347 + Penalty 2951.630064 = -719334.155284
  nChanged 1
		SP:Iteration 26Q (148306.790000 sec): 3 clusters
  Score: Raw -722286.781801 + Penalty 2951.630064 = -719335.151738
  nChanged 2
		SP:Iteration 27Q (148306.970000 sec): 3 clusters
  Score: Raw -722288.119844 + Penalty 2951.630064 = -719336.489780
  nChanged 5
		SP:Iteration 28Q (148307.130000 sec): 3 clusters
  Score: Raw -722291.696141 + Penalty 2951.630064 = -719340.066078
  nChanged 2
		SP:Iteration 29Q (148307.300000 sec): 3 clusters
  Score: Raw -722293.117694 + Penalty 2951.630064 = -719341.487630
  nChanged 3
		SP:Iteration 30Q (148307.460000 sec): 3 clusters
  Score: Raw -722295.254666 + Penalty 2951.630064 = -719343.624603
  nChanged 2
		SP:Iteration 31Q (148307.620000 sec): 3 clusters
  Score: Raw -722296.051860 + Penalty 2951.630064 = -719344.421796
  nChanged 1
		SP:Iteration 32Q (148307.790000 sec): 3 clusters
  Score: Raw -722296.415816 + Penalty 2951.630064 = -719344.785753
  nChanged 0
		SP:Iteration 33F (148307.950000 sec): 3 clusters
  Score: Raw -722296.415816 + Penalty 2951.630064 = -719344.785753
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 40 (6448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148308.050000 sec): 2 clusters
  Score: Raw -537641.339478 + Penalty 1425.372859 = -536215.966619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148308.220000 sec): 3 clusters
  Score: Raw -534182.911808 + Penalty 2850.745717 = -531332.166090
  nChanged 2702
		SP:Iteration 1F (148308.360000 sec): 3 clusters
  Score: Raw -535776.105810 + Penalty 2850.745717 = -532925.360093
  nChanged 527
		SP:Iteration 2F (148308.500000 sec): 3 clusters
  Score: Raw -536112.052438 + Penalty 2850.745717 = -533261.306720
  nChanged 469
		SP:Iteration 3F (148308.630000 sec): 3 clusters
  Score: Raw -536471.496251 + Penalty 2850.745717 = -533620.750533
  nChanged 446
		SP:Iteration 4F (148308.770000 sec): 3 clusters
  Score: Raw -536828.121523 + Penalty 2850.745717 = -533977.375806
  nChanged 372
		SP:Iteration 5F (148308.900000 sec): 3 clusters
  Score: Raw -537099.189378 + Penalty 2850.745717 = -534248.443661
  nChanged 312
		SP:Iteration 6Q (148309.040000 sec): 3 clusters
  Score: Raw -537292.689926 + Penalty 2850.745717 = -534441.944209
  nChanged 242
		SP:Iteration 7Q (148309.170000 sec): 3 clusters
  Score: Raw -537436.101953 + Penalty 2850.745717 = -534585.356235
  nChanged 198
		SP:Iteration 8Q (148309.310000 sec): 3 clusters
  Score: Raw -537544.861130 + Penalty 2850.745717 = -534694.115412
  nChanged 154
		SP:Iteration 9Q (148309.440000 sec): 3 clusters
  Score: Raw -537615.561675 + Penalty 2850.745717 = -534764.815958
  nChanged 96
		SP:Iteration 10Q (148309.580000 sec): 3 clusters
  Score: Raw -537654.731058 + Penalty 2850.745717 = -534803.985341
  nChanged 77
		SP:Iteration 11Q (148309.750000 sec): 3 clusters
  Score: Raw -537685.391338 + Penalty 2850.745717 = -534834.645621
  nChanged 60
		SP:Iteration 12Q (148309.880000 sec): 3 clusters
  Score: Raw -537709.428568 + Penalty 2850.745717 = -534858.682851
  nChanged 58
		SP:Iteration 13Q (148310.060000 sec): 3 clusters
  Score: Raw -537730.084230 + Penalty 2850.745717 = -534879.338512
  nChanged 55
		SP:Iteration 14Q (148310.190000 sec): 3 clusters
  Score: Raw -537748.216187 + Penalty 2850.745717 = -534897.470469
  nChanged 38
		SP:Iteration 15Q (148310.320000 sec): 3 clusters
  Score: Raw -537758.654733 + Penalty 2850.745717 = -534907.909015
  nChanged 22
		SP:Iteration 16Q (148310.460000 sec): 3 clusters
  Score: Raw -537766.238942 + Penalty 2850.745717 = -534915.493225
  nChanged 29
		SP:Iteration 17Q (148310.600000 sec): 3 clusters
  Score: Raw -537775.182623 + Penalty 2850.745717 = -534924.436906
  nChanged 24
		SP:Iteration 18Q (148310.730000 sec): 3 clusters
  Score: Raw -537780.651759 + Penalty 2850.745717 = -534929.906042
  nChanged 19
		SP:Iteration 19Q (148310.870000 sec): 3 clusters
  Score: Raw -537786.348079 + Penalty 2850.745717 = -534935.602362
  nChanged 16
		SP:Iteration 20F (148311.000000 sec): 3 clusters
  Score: Raw -537791.403369 + Penalty 2850.745717 = -534940.657652
  nChanged 15
		SP:Iteration 21Q (148311.140000 sec): 3 clusters
  Score: Raw -537795.317677 + Penalty 2850.745717 = -534944.571960
  nChanged 9
		SP:Iteration 22Q (148311.280000 sec): 3 clusters
  Score: Raw -537796.572637 + Penalty 2850.745717 = -534945.826920
  nChanged 4
		SP:Iteration 23Q (148311.410000 sec): 3 clusters
  Score: Raw -537797.185178 + Penalty 2850.745717 = -534946.439461
  nChanged 1
		SP:Iteration 24Q (148311.540000 sec): 3 clusters
  Score: Raw -537797.375311 + Penalty 2850.745717 = -534946.629594
  nChanged 1
		SP:Iteration 25Q (148311.680000 sec): 3 clusters
  Score: Raw -537797.997967 + Penalty 2850.745717 = -534947.252249
  nChanged 3
		SP:Iteration 26Q (148311.820000 sec): 3 clusters
  Score: Raw -537798.813533 + Penalty 2850.745717 = -534948.067815
  nChanged 6
		SP:Iteration 27Q (148311.990000 sec): 3 clusters
  Score: Raw -537800.686680 + Penalty 2850.745717 = -534949.940963
  nChanged 7
		SP:Iteration 28Q (148312.160000 sec): 3 clusters
  Score: Raw -537801.975788 + Penalty 2850.745717 = -534951.230071
  nChanged 3
		SP:Iteration 29Q (148312.320000 sec): 3 clusters
  Score: Raw -537802.470716 + Penalty 2850.745717 = -534951.724999
  nChanged 4
		SP:Iteration 30Q (148312.480000 sec): 3 clusters
  Score: Raw -537803.840096 + Penalty 2850.745717 = -534953.094379
  nChanged 3
		SP:Iteration 31Q (148312.690000 sec): 3 clusters
  Score: Raw -537804.709220 + Penalty 2850.745717 = -534953.963502
  nChanged 1
		SP:Iteration 32Q (148312.900000 sec): 3 clusters
  Score: Raw -537804.785415 + Penalty 2850.745717 = -534954.039698
  nChanged 0
		SP:Iteration 33F (148313.090000 sec): 3 clusters
  Score: Raw -537804.785415 + Penalty 2850.745717 = -534954.039698
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 41 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148313.180000 sec): 2 clusters
  Score: Raw -14476.980403 + Penalty 871.971102 = -13605.009301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148313.360000 sec): 3 clusters
  Score: Raw -14589.212559 + Penalty 1743.942205 = -12845.270354
  nChanged 33
		SP:Iteration 1F (148313.540000 sec): 3 clusters
  Score: Raw -14682.393162 + Penalty 1743.942205 = -12938.450958
  nChanged 9
		SP:Iteration 2Q (148313.710000 sec): 3 clusters
  Score: Raw -14725.234476 + Penalty 1743.942205 = -12981.292272
  nChanged 8
		SP:Iteration 3Q (148313.890000 sec): 3 clusters
  Score: Raw -14767.016145 + Penalty 1743.942205 = -13023.073940
  nChanged 3
		SP:Iteration 4Q (148314.060000 sec): 3 clusters
  Score: Raw -14777.411640 + Penalty 1743.942205 = -13033.469435
  nChanged 3
		SP:Iteration 5Q (148314.240000 sec): 3 clusters
  Score: Raw -14784.826455 + Penalty 1743.942205 = -13040.884250
  nChanged 1
		SP:Iteration 6Q (148314.420000 sec): 3 clusters
  Score: Raw -14786.462853 + Penalty 1743.942205 = -13042.520649
  nChanged 0
		SP:Iteration 7F (148314.590000 sec): 3 clusters
  Score: Raw -14786.462853 + Penalty 1743.942205 = -13042.520649
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 42 (3281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148314.660000 sec): 2 clusters
  Score: Raw -235239.082432 + Penalty 1315.584324 = -233923.498108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148314.820000 sec): 3 clusters
  Score: Raw -233750.843086 + Penalty 2631.168648 = -231119.674438
  nChanged 1288
		SP:Iteration 1F (148315.000000 sec): 3 clusters
  Score: Raw -234796.019190 + Penalty 2631.168648 = -232164.850542
  nChanged 354
		SP:Iteration 2F (148315.170000 sec): 3 clusters
  Score: Raw -235226.785238 + Penalty 2631.168648 = -232595.616590
  nChanged 273
		SP:Iteration 3F (148315.350000 sec): 3 clusters
  Score: Raw -235510.221901 + Penalty 2631.168648 = -232879.053252
  nChanged 201
		SP:Iteration 4F (148315.520000 sec): 3 clusters
  Score: Raw -235708.839240 + Penalty 2631.168648 = -233077.670592
  nChanged 156
		SP:Iteration 5Q (148315.700000 sec): 3 clusters
  Score: Raw -235819.045018 + Penalty 2631.168648 = -233187.876370
  nChanged 96
		SP:Iteration 6Q (148315.880000 sec): 3 clusters
  Score: Raw -235873.747597 + Penalty 2631.168648 = -233242.578949
  nChanged 72
		SP:Iteration 7Q (148316.050000 sec): 3 clusters
  Score: Raw -235916.053658 + Penalty 2631.168648 = -233284.885010
  nChanged 60
		SP:Iteration 8Q (148316.230000 sec): 3 clusters
  Score: Raw -235947.934335 + Penalty 2631.168648 = -233316.765687
  nChanged 57
		SP:Iteration 9Q (148316.400000 sec): 3 clusters
  Score: Raw -235975.336593 + Penalty 2631.168648 = -233344.167945
  nChanged 46
		SP:Iteration 10Q (148316.580000 sec): 3 clusters
  Score: Raw -235996.427625 + Penalty 2631.168648 = -233365.258976
  nChanged 40
		SP:Iteration 11Q (148316.760000 sec): 3 clusters
  Score: Raw -236011.489305 + Penalty 2631.168648 = -233380.320657
  nChanged 30
		SP:Iteration 12Q (148316.930000 sec): 3 clusters
  Score: Raw -236021.531488 + Penalty 2631.168648 = -233390.362840
  nChanged 16
		SP:Iteration 13Q (148317.110000 sec): 3 clusters
  Score: Raw -236025.845149 + Penalty 2631.168648 = -233394.676501
  nChanged 15
		SP:Iteration 14Q (148317.280000 sec): 3 clusters
  Score: Raw -236030.271910 + Penalty 2631.168648 = -233399.103262
  nChanged 12
		SP:Iteration 15Q (148317.460000 sec): 3 clusters
  Score: Raw -236033.078398 + Penalty 2631.168648 = -233401.909750
  nChanged 6
		SP:Iteration 16Q (148317.640000 sec): 3 clusters
  Score: Raw -236034.851177 + Penalty 2631.168648 = -233403.682528
  nChanged 9
		SP:Iteration 17Q (148317.810000 sec): 3 clusters
  Score: Raw -236037.223753 + Penalty 2631.168648 = -233406.055105
  nChanged 9
		SP:Iteration 18Q (148317.990000 sec): 3 clusters
  Score: Raw -236040.593322 + Penalty 2631.168648 = -233409.424674
  nChanged 10
		SP:Iteration 19Q (148318.160000 sec): 3 clusters
  Score: Raw -236043.355817 + Penalty 2631.168648 = -233412.187169
  nChanged 13
		SP:Iteration 20F (148318.340000 sec): 3 clusters
  Score: Raw -236047.146391 + Penalty 2631.168648 = -233415.977742
  nChanged 7
		SP:Iteration 21Q (148318.520000 sec): 3 clusters
  Score: Raw -236051.119490 + Penalty 2631.168648 = -233419.950842
  nChanged 9
		SP:Iteration 22Q (148318.690000 sec): 3 clusters
  Score: Raw -236055.337057 + Penalty 2631.168648 = -233424.168408
  nChanged 14
		SP:Iteration 23Q (148318.870000 sec): 3 clusters
  Score: Raw -236061.613161 + Penalty 2631.168648 = -233430.444513
  nChanged 16
		SP:Iteration 24Q (148319.040000 sec): 3 clusters
  Score: Raw -236066.455219 + Penalty 2631.168648 = -233435.286571
  nChanged 15
		SP:Iteration 25Q (148319.220000 sec): 3 clusters
  Score: Raw -236071.161403 + Penalty 2631.168648 = -233439.992755
  nChanged 17
		SP:Iteration 26Q (148319.390000 sec): 3 clusters
  Score: Raw -236076.716486 + Penalty 2631.168648 = -233445.547837
  nChanged 11
		SP:Iteration 27Q (148319.570000 sec): 3 clusters
  Score: Raw -236079.109177 + Penalty 2631.168648 = -233447.940529
  nChanged 8
		SP:Iteration 28Q (148319.740000 sec): 3 clusters
  Score: Raw -236080.769145 + Penalty 2631.168648 = -233449.600497
  nChanged 5
		SP:Iteration 29Q (148319.920000 sec): 3 clusters
  Score: Raw -236082.231175 + Penalty 2631.168648 = -233451.062527
  nChanged 5
		SP:Iteration 30Q (148320.100000 sec): 3 clusters
  Score: Raw -236083.210879 + Penalty 2631.168648 = -233452.042231
  nChanged 6
		SP:Iteration 31Q (148320.270000 sec): 3 clusters
  Score: Raw -236084.534496 + Penalty 2631.168648 = -233453.365848
  nChanged 5
		SP:Iteration 32Q (148320.480000 sec): 3 clusters
  Score: Raw -236085.333719 + Penalty 2631.168648 = -233454.165071
  nChanged 4
		SP:Iteration 33Q (148320.620000 sec): 3 clusters
  Score: Raw -236086.557207 + Penalty 2631.168648 = -233455.388559
  nChanged 3
		SP:Iteration 34Q (148320.760000 sec): 3 clusters
  Score: Raw -236086.925621 + Penalty 2631.168648 = -233455.756973
  nChanged 4
		SP:Iteration 35Q (148320.900000 sec): 3 clusters
  Score: Raw -236087.226779 + Penalty 2631.168648 = -233456.058131
  nChanged 0
		SP:Iteration 36F (148321.040000 sec): 3 clusters
  Score: Raw -236087.226779 + Penalty 2631.168648 = -233456.058131
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 43 (10094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148321.140000 sec): 2 clusters
  Score: Raw -870676.937640 + Penalty 1498.200676 = -869178.736964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148321.330000 sec): 3 clusters
  Score: Raw -865006.402540 + Penalty 2996.401352 = -862010.001188
  nChanged 4310
		SP:Iteration 1F (148321.540000 sec): 3 clusters
  Score: Raw -867330.534913 + Penalty 2996.401352 = -864334.133562
  nChanged 623
		SP:Iteration 2F (148321.760000 sec): 3 clusters
  Score: Raw -867603.307652 + Penalty 2996.401352 = -864606.906300
  nChanged 526
		SP:Iteration 3F (148322.020000 sec): 3 clusters
  Score: Raw -867866.986490 + Penalty 2996.401352 = -864870.585139
  nChanged 502
		SP:Iteration 4Q (148322.290000 sec): 3 clusters
  Score: Raw -868162.398048 + Penalty 2996.401352 = -865165.996696
  nChanged 528
		SP:Iteration 5F (148322.530000 sec): 3 clusters
  Score: Raw -868471.981209 + Penalty 2996.401352 = -865475.579857
  nChanged 515
		SP:Iteration 6F (148322.800000 sec): 3 clusters
  Score: Raw -868807.746446 + Penalty 2996.401352 = -865811.345094
  nChanged 519
		SP:Iteration 7F (148323.050000 sec): 3 clusters
  Score: Raw -869194.096619 + Penalty 2996.401352 = -866197.695267
  nChanged 546
		SP:Iteration 8F (148323.330000 sec): 3 clusters
  Score: Raw -869625.486357 + Penalty 2996.401352 = -866629.085005
  nChanged 495
		SP:Iteration 9Q (148323.540000 sec): 3 clusters
  Score: Raw -870031.442752 + Penalty 2996.401352 = -867035.041400
  nChanged 408
		SP:Iteration 10Q (148323.760000 sec): 3 clusters
  Score: Raw -870350.519246 + Penalty 2996.401352 = -867354.117895
  nChanged 280
		SP:Iteration 11Q (148324.020000 sec): 3 clusters
  Score: Raw -870566.931414 + Penalty 2996.401352 = -867570.530063
  nChanged 221
		SP:Iteration 12Q (148324.230000 sec): 3 clusters
  Score: Raw -870736.109377 + Penalty 2996.401352 = -867739.708025
  nChanged 203
		SP:Iteration 13Q (148324.450000 sec): 3 clusters
  Score: Raw -870889.702927 + Penalty 2996.401352 = -867893.301575
  nChanged 159
		SP:Iteration 14Q (148324.650000 sec): 3 clusters
  Score: Raw -871013.340074 + Penalty 2996.401352 = -868016.938723
  nChanged 133
		SP:Iteration 15Q (148324.860000 sec): 3 clusters
  Score: Raw -871111.722263 + Penalty 2996.401352 = -868115.320911
  nChanged 109
		SP:Iteration 16Q (148325.060000 sec): 3 clusters
  Score: Raw -871183.519938 + Penalty 2996.401352 = -868187.118586
  nChanged 89
		SP:Iteration 17Q (148325.270000 sec): 3 clusters
  Score: Raw -871235.507966 + Penalty 2996.401352 = -868239.106614
  nChanged 73
		SP:Iteration 18Q (148325.480000 sec): 3 clusters
  Score: Raw -871270.378796 + Penalty 2996.401352 = -868273.977444
  nChanged 59
		SP:Iteration 19Q (148325.680000 sec): 3 clusters
  Score: Raw -871293.071994 + Penalty 2996.401352 = -868296.670642
  nChanged 52
		SP:Iteration 20F (148325.850000 sec): 3 clusters
  Score: Raw -871313.592833 + Penalty 2996.401352 = -868317.191482
  nChanged 34
		SP:Iteration 21Q (148326.060000 sec): 3 clusters
  Score: Raw -871324.109081 + Penalty 2996.401352 = -868327.707729
  nChanged 33
		SP:Iteration 22Q (148326.270000 sec): 3 clusters
  Score: Raw -871333.897052 + Penalty 2996.401352 = -868337.495701
  nChanged 29
		SP:Iteration 23Q (148326.480000 sec): 3 clusters
  Score: Raw -871344.117312 + Penalty 2996.401352 = -868347.715961
  nChanged 29
		SP:Iteration 24Q (148326.690000 sec): 3 clusters
  Score: Raw -871354.505333 + Penalty 2996.401352 = -868358.103981
  nChanged 27
		SP:Iteration 25Q (148326.940000 sec): 3 clusters
  Score: Raw -871362.791771 + Penalty 2996.401352 = -868366.390419
  nChanged 27
		SP:Iteration 26Q (148327.140000 sec): 3 clusters
  Score: Raw -871370.717865 + Penalty 2996.401352 = -868374.316514
  nChanged 19
		SP:Iteration 27Q (148327.350000 sec): 3 clusters
  Score: Raw -871378.206853 + Penalty 2996.401352 = -868381.805501
  nChanged 22
		SP:Iteration 28Q (148327.570000 sec): 3 clusters
  Score: Raw -871385.998910 + Penalty 2996.401352 = -868389.597558
  nChanged 24
		SP:Iteration 29Q (148327.770000 sec): 3 clusters
  Score: Raw -871391.385907 + Penalty 2996.401352 = -868394.984555
  nChanged 11
		SP:Iteration 30Q (148327.970000 sec): 3 clusters
  Score: Raw -871393.043863 + Penalty 2996.401352 = -868396.642512
  nChanged 11
		SP:Iteration 31Q (148328.150000 sec): 3 clusters
  Score: Raw -871395.477134 + Penalty 2996.401352 = -868399.075782
  nChanged 8
		SP:Iteration 32Q (148328.410000 sec): 3 clusters
  Score: Raw -871397.606676 + Penalty 2996.401352 = -868401.205325
  nChanged 5
		SP:Iteration 33Q (148328.630000 sec): 3 clusters
  Score: Raw -871398.369025 + Penalty 2996.401352 = -868401.967674
  nChanged 5
		SP:Iteration 34Q (148328.850000 sec): 3 clusters
  Score: Raw -871399.403379 + Penalty 2996.401352 = -868403.002027
  nChanged 2
		SP:Iteration 35Q (148329.030000 sec): 3 clusters
  Score: Raw -871399.744507 + Penalty 2996.401352 = -868403.343155
  nChanged 3
		SP:Iteration 36Q (148329.250000 sec): 3 clusters
  Score: Raw -871400.287176 + Penalty 2996.401352 = -868403.885824
  nChanged 3
		SP:Iteration 37Q (148329.450000 sec): 3 clusters
  Score: Raw -871400.677231 + Penalty 2996.401352 = -868404.275879
  nChanged 3
		SP:Iteration 38Q (148329.660000 sec): 3 clusters
  Score: Raw -871401.058802 + Penalty 2996.401352 = -868404.657450
  nChanged 3
		SP:Iteration 39Q (148329.870000 sec): 3 clusters
  Score: Raw -871401.418567 + Penalty 2996.401352 = -868405.017215
  nChanged 1
		SP:Iteration 40F (148330.050000 sec): 3 clusters
  Score: Raw -871401.580792 + Penalty 2996.401352 = -868405.179440
  nChanged 2
		SP:Iteration 41Q (148330.260000 sec): 3 clusters
  Score: Raw -871402.175943 + Penalty 2996.401352 = -868405.774592
  nChanged 3
		SP:Iteration 42Q (148330.460000 sec): 3 clusters
  Score: Raw -871402.500030 + Penalty 2996.401352 = -868406.098678
  nChanged 2
		SP:Iteration 43Q (148330.670000 sec): 3 clusters
  Score: Raw -871402.676376 + Penalty 2996.401352 = -868406.275024
  nChanged 2
		SP:Iteration 44Q (148330.890000 sec): 3 clusters
  Score: Raw -871403.095191 + Penalty 2996.401352 = -868406.693839
  nChanged 1
		SP:Iteration 45Q (148331.090000 sec): 3 clusters
  Score: Raw -871403.313684 + Penalty 2996.401352 = -868406.912333
  nChanged 1
		SP:Iteration 46Q (148331.300000 sec): 3 clusters
  Score: Raw -871403.609536 + Penalty 2996.401352 = -868407.208184
  nChanged 2
		SP:Iteration 47Q (148331.510000 sec): 3 clusters
  Score: Raw -871403.913624 + Penalty 2996.401352 = -868407.512272
  nChanged 2
		SP:Iteration 48Q (148331.710000 sec): 3 clusters
  Score: Raw -871404.467857 + Penalty 2996.401352 = -868408.066505
  nChanged 2
		SP:Iteration 49Q (148331.890000 sec): 3 clusters
  Score: Raw -871404.917373 + Penalty 2996.401352 = -868408.516021
  nChanged 1
		SP:Iteration 50Q (148332.090000 sec): 3 clusters
  Score: Raw -871405.074997 + Penalty 2996.401352 = -868408.673645
  nChanged 0
		SP:Iteration 51F (148332.290000 sec): 3 clusters
  Score: Raw -871405.074997 + Penalty 2996.401352 = -868408.673645
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 44 (11132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148332.360000 sec): 2 clusters
  Score: Raw -936504.265656 + Penalty 1514.106607 = -934990.159048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148332.580000 sec): 3 clusters
  Score: Raw -930205.820474 + Penalty 3028.213215 = -927177.607259
  nChanged 4801
		SP:Iteration 1F (148332.800000 sec): 3 clusters
  Score: Raw -933028.814873 + Penalty 3028.213215 = -930000.601658
  nChanged 850
		SP:Iteration 2F (148333.000000 sec): 3 clusters
  Score: Raw -933587.381970 + Penalty 3028.213215 = -930559.168755
  nChanged 818
		SP:Iteration 3F (148333.230000 sec): 3 clusters
  Score: Raw -934247.333168 + Penalty 3028.213215 = -931219.119953
  nChanged 757
		SP:Iteration 4F (148333.450000 sec): 3 clusters
  Score: Raw -934841.239539 + Penalty 3028.213215 = -931813.026324
  nChanged 654
		SP:Iteration 5F (148333.670000 sec): 3 clusters
  Score: Raw -935378.756699 + Penalty 3028.213215 = -932350.543484
  nChanged 555
		SP:Iteration 6Q (148333.940000 sec): 3 clusters
  Score: Raw -935878.420406 + Penalty 3028.213215 = -932850.207191
  nChanged 476
		SP:Iteration 7Q (148334.180000 sec): 3 clusters
  Score: Raw -936322.271917 + Penalty 3028.213215 = -933294.058703
  nChanged 389
		SP:Iteration 8Q (148334.390000 sec): 3 clusters
  Score: Raw -936621.091559 + Penalty 3028.213215 = -933592.878344
  nChanged 300
		SP:Iteration 9Q (148334.590000 sec): 3 clusters
  Score: Raw -936784.317843 + Penalty 3028.213215 = -933756.104628
  nChanged 220
		SP:Iteration 10Q (148334.810000 sec): 3 clusters
  Score: Raw -936867.229282 + Penalty 3028.213215 = -933839.016067
  nChanged 157
		SP:Iteration 11Q (148335.070000 sec): 3 clusters
  Score: Raw -936925.907735 + Penalty 3028.213215 = -933897.694521
  nChanged 123
		SP:Iteration 12Q (148335.280000 sec): 3 clusters
  Score: Raw -936973.594251 + Penalty 3028.213215 = -933945.381036
  nChanged 108
		SP:Iteration 13Q (148335.480000 sec): 3 clusters
  Score: Raw -937006.643131 + Penalty 3028.213215 = -933978.429916
  nChanged 90
		SP:Iteration 14Q (148335.690000 sec): 3 clusters
  Score: Raw -937037.535284 + Penalty 3028.213215 = -934009.322069
  nChanged 90
		SP:Iteration 15Q (148335.900000 sec): 3 clusters
  Score: Raw -937067.022491 + Penalty 3028.213215 = -934038.809276
  nChanged 92
		SP:Iteration 16Q (148336.100000 sec): 3 clusters
  Score: Raw -937103.737704 + Penalty 3028.213215 = -934075.524489
  nChanged 116
		SP:Iteration 17Q (148336.310000 sec): 3 clusters
  Score: Raw -937162.222484 + Penalty 3028.213215 = -934134.009269
  nChanged 146
		SP:Iteration 18Q (148336.510000 sec): 3 clusters
  Score: Raw -937245.130842 + Penalty 3028.213215 = -934216.917627
  nChanged 150
		SP:Iteration 19Q (148336.740000 sec): 3 clusters
  Score: Raw -937358.699869 + Penalty 3028.213215 = -934330.486654
  nChanged 207
		SP:Iteration 20F (148336.940000 sec): 3 clusters
  Score: Raw -937573.451235 + Penalty 3028.213215 = -934545.238020
  nChanged 263
		SP:Iteration 21Q (148337.200000 sec): 3 clusters
  Score: Raw -937903.616838 + Penalty 3028.213215 = -934875.403623
  nChanged 308
		SP:Iteration 22Q (148337.450000 sec): 3 clusters
  Score: Raw -938321.960820 + Penalty 3028.213215 = -935293.747606
  nChanged 292
		SP:Iteration 23Q (148337.720000 sec): 3 clusters
  Score: Raw -938657.199220 + Penalty 3028.213215 = -935628.986005
  nChanged 213
		SP:Iteration 24Q (148337.950000 sec): 3 clusters
  Score: Raw -938834.301906 + Penalty 3028.213215 = -935806.088691
  nChanged 135
		SP:Iteration 25Q (148338.100000 sec): 3 clusters
  Score: Raw -938909.739203 + Penalty 3028.213215 = -935881.525988
  nChanged 88
		SP:Iteration 26Q (148338.330000 sec): 3 clusters
  Score: Raw -938945.044183 + Penalty 3028.213215 = -935916.830968
  nChanged 63
		SP:Iteration 27Q (148338.520000 sec): 3 clusters
  Score: Raw -938959.418917 + Penalty 3028.213215 = -935931.205702
  nChanged 32
		SP:Iteration 28Q (148338.720000 sec): 3 clusters
  Score: Raw -938965.138585 + Penalty 3028.213215 = -935936.925370
  nChanged 22
		SP:Iteration 29Q (148338.920000 sec): 3 clusters
  Score: Raw -938968.644383 + Penalty 3028.213215 = -935940.431168
  nChanged 13
		SP:Iteration 30Q (148339.120000 sec): 3 clusters
  Score: Raw -938970.371663 + Penalty 3028.213215 = -935942.158448
  nChanged 8
		SP:Iteration 31Q (148339.320000 sec): 3 clusters
  Score: Raw -938972.300402 + Penalty 3028.213215 = -935944.087187
  nChanged 8
		SP:Iteration 32Q (148339.530000 sec): 3 clusters
  Score: Raw -938973.287747 + Penalty 3028.213215 = -935945.074533
  nChanged 3
		SP:Iteration 33Q (148339.720000 sec): 3 clusters
  Score: Raw -938973.533811 + Penalty 3028.213215 = -935945.320597
  nChanged 2
		SP:Iteration 34Q (148339.920000 sec): 3 clusters
  Score: Raw -938973.846642 + Penalty 3028.213215 = -935945.633427
  nChanged 4
		SP:Iteration 35Q (148340.160000 sec): 3 clusters
  Score: Raw -938974.092935 + Penalty 3028.213215 = -935945.879720
  nChanged 3
		SP:Iteration 36Q (148340.360000 sec): 3 clusters
  Score: Raw -938974.268772 + Penalty 3028.213215 = -935946.055557
  nChanged 1
		SP:Iteration 37Q (148340.660000 sec): 3 clusters
  Score: Raw -938974.342881 + Penalty 3028.213215 = -935946.129666
  nChanged 0
		SP:Iteration 38F (148340.900000 sec): 3 clusters
  Score: Raw -938975.948151 + Penalty 3028.213215 = -935947.734936
  nChanged 1
		SP:Iteration 39Q (148341.050000 sec): 3 clusters
  Score: Raw -938976.044562 + Penalty 3028.213215 = -935947.831347
  nChanged 0
		SP:Iteration 40F (148341.260000 sec): 3 clusters
  Score: Raw -938976.044562 + Penalty 3028.213215 = -935947.831347
  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 10.71 GB.

 Trying to split cluster 45 (1231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148341.360000 sec): 2 clusters
  Score: Raw -96716.622320 + Penalty 1156.282096 = -95560.340225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148341.380000 sec): 3 clusters
  Score: Raw -96367.692251 + Penalty 2312.564191 = -94055.128060
  nChanged 390
		SP:Iteration 1F (148341.400000 sec): 3 clusters
  Score: Raw -97063.125343 + Penalty 2312.564191 = -94750.561152
  nChanged 146
		SP:Iteration 2F (148341.570000 sec): 3 clusters
  Score: Raw -97331.100372 + Penalty 2312.564191 = -95018.536181
  nChanged 91
		SP:Iteration 3F (148341.710000 sec): 3 clusters
  Score: Raw -97528.531196 + Penalty 2312.564191 = -95215.967005
  nChanged 76
		SP:Iteration 4F (148341.890000 sec): 3 clusters
  Score: Raw -97679.482726 + Penalty 2312.564191 = -95366.918535
  nChanged 51
		SP:Iteration 5Q (148342.060000 sec): 3 clusters
  Score: Raw -97867.048877 + Penalty 2312.564191 = -95554.484686
  nChanged 38
		SP:Iteration 6Q (148342.240000 sec): 3 clusters
  Score: Raw -98016.815806 + Penalty 2312.564191 = -95704.251615
  nChanged 41
		SP:Iteration 7Q (148342.420000 sec): 3 clusters
  Score: Raw -98078.241406 + Penalty 2312.564191 = -95765.677215
  nChanged 21
		SP:Iteration 8Q (148342.590000 sec): 3 clusters
  Score: Raw -98101.134841 + Penalty 2312.564191 = -95788.570650
  nChanged 10
		SP:Iteration 9Q (148342.770000 sec): 3 clusters
  Score: Raw -98108.211873 + Penalty 2312.564191 = -95795.647682
  nChanged 10
		SP:Iteration 10Q (148342.940000 sec): 3 clusters
  Score: Raw -98117.157860 + Penalty 2312.564191 = -95804.593669
  nChanged 5
		SP:Iteration 11Q (148343.120000 sec): 3 clusters
  Score: Raw -98119.998418 + Penalty 2312.564191 = -95807.434227
  nChanged 4
		SP:Iteration 12Q (148343.300000 sec): 3 clusters
  Score: Raw -98122.382503 + Penalty 2312.564191 = -95809.818312
  nChanged 3
		SP:Iteration 13Q (148343.470000 sec): 3 clusters
  Score: Raw -98125.940717 + Penalty 2312.564191 = -95813.376526
  nChanged 6
		SP:Iteration 14Q (148343.650000 sec): 3 clusters
  Score: Raw -98129.490832 + Penalty 2312.564191 = -95816.926641
  nChanged 5
		SP:Iteration 15Q (148343.820000 sec): 3 clusters
  Score: Raw -98132.782165 + Penalty 2312.564191 = -95820.217974
  nChanged 5
		SP:Iteration 16Q (148344.000000 sec): 3 clusters
  Score: Raw -98135.763953 + Penalty 2312.564191 = -95823.199762
  nChanged 6
		SP:Iteration 17Q (148344.180000 sec): 3 clusters
  Score: Raw -98139.251208 + Penalty 2312.564191 = -95826.687017
  nChanged 10
		SP:Iteration 18Q (148344.350000 sec): 3 clusters
  Score: Raw -98147.656263 + Penalty 2312.564191 = -95835.092072
  nChanged 8
		SP:Iteration 19Q (148344.530000 sec): 3 clusters
  Score: Raw -98159.701333 + Penalty 2312.564191 = -95847.137142
  nChanged 5
		SP:Iteration 20F (148344.700000 sec): 3 clusters
  Score: Raw -98164.123319 + Penalty 2312.564191 = -95851.559128
  nChanged 4
		SP:Iteration 21Q (148344.880000 sec): 3 clusters
  Score: Raw -98166.342773 + Penalty 2312.564191 = -95853.778582
  nChanged 4
		SP:Iteration 22Q (148345.050000 sec): 3 clusters
  Score: Raw -98168.919012 + Penalty 2312.564191 = -95856.354821
  nChanged 3
		SP:Iteration 23Q (148345.230000 sec): 3 clusters
  Score: Raw -98170.908329 + Penalty 2312.564191 = -95858.344138
  nChanged 6
		SP:Iteration 24Q (148345.400000 sec): 3 clusters
  Score: Raw -98175.308040 + Penalty 2312.564191 = -95862.743849
  nChanged 7
		SP:Iteration 25Q (148345.580000 sec): 3 clusters
  Score: Raw -98180.430874 + Penalty 2312.564191 = -95867.866683
  nChanged 7
		SP:Iteration 26Q (148345.760000 sec): 3 clusters
  Score: Raw -98186.012597 + Penalty 2312.564191 = -95873.448406
  nChanged 12
		SP:Iteration 27Q (148345.930000 sec): 3 clusters
  Score: Raw -98198.786431 + Penalty 2312.564191 = -95886.222240
  nChanged 13
		SP:Iteration 28Q (148346.110000 sec): 3 clusters
  Score: Raw -98212.465752 + Penalty 2312.564191 = -95899.901561
  nChanged 13
		SP:Iteration 29Q (148346.280000 sec): 3 clusters
  Score: Raw -98228.109004 + Penalty 2312.564191 = -95915.544813
  nChanged 16
		SP:Iteration 30Q (148346.460000 sec): 3 clusters
  Score: Raw -98253.256087 + Penalty 2312.564191 = -95940.691896
  nChanged 22
		SP:Iteration 31Q (148346.640000 sec): 3 clusters
  Score: Raw -98297.372937 + Penalty 2312.564191 = -95984.808746
  nChanged 29
		SP:Iteration 32Q (148346.810000 sec): 3 clusters
  Score: Raw -98363.307819 + Penalty 2312.564191 = -96050.743628
  nChanged 19
		SP:Iteration 33Q (148346.990000 sec): 3 clusters
  Score: Raw -98423.428310 + Penalty 2312.564191 = -96110.864119
  nChanged 24
		SP:Iteration 34Q (148347.160000 sec): 3 clusters
  Score: Raw -98527.331118 + Penalty 2312.564191 = -96214.766927
  nChanged 28
		SP:Iteration 35Q (148347.340000 sec): 3 clusters
  Score: Raw -98601.474223 + Penalty 2312.564191 = -96288.910032
  nChanged 12
		SP:Iteration 36Q (148347.520000 sec): 3 clusters
  Score: Raw -98629.387669 + Penalty 2312.564191 = -96316.823478
  nChanged 9
		SP:Iteration 37Q (148347.690000 sec): 3 clusters
  Score: Raw -98650.610144 + Penalty 2312.564191 = -96338.045953
  nChanged 11
		SP:Iteration 38Q (148347.870000 sec): 3 clusters
  Score: Raw -98669.681007 + Penalty 2312.564191 = -96357.116816
  nChanged 11
		SP:Iteration 39Q (148348.040000 sec): 3 clusters
  Score: Raw -98691.892811 + Penalty 2312.564191 = -96379.328620
  nChanged 15
		SP:Iteration 40F (148348.220000 sec): 3 clusters
  Score: Raw -98744.056021 + Penalty 2312.564191 = -96431.491830
  nChanged 19
		SP:Iteration 41Q (148348.400000 sec): 3 clusters
  Score: Raw -98860.668136 + Penalty 2312.564191 = -96548.103945
  nChanged 15
		SP:Iteration 42Q (148348.570000 sec): 3 clusters
  Score: Raw -98944.734100 + Penalty 2312.564191 = -96632.169909
  nChanged 9
		SP:Iteration 43Q (148348.750000 sec): 3 clusters
  Score: Raw -98980.453820 + Penalty 2312.564191 = -96667.889629
  nChanged 3
		SP:Iteration 44Q (148348.840000 sec): 3 clusters
  Score: Raw -98989.102832 + Penalty 2312.564191 = -96676.538641
  nChanged 5
		SP:Iteration 45Q (148348.860000 sec): 3 clusters
  Score: Raw -98997.544682 + Penalty 2312.564191 = -96684.980491
  nChanged 2
		SP:Iteration 46Q (148348.880000 sec): 3 clusters
  Score: Raw -98999.829350 + Penalty 2312.564191 = -96687.265159
  nChanged 2
		SP:Iteration 47Q (148349.020000 sec): 3 clusters
  Score: Raw -99001.797502 + Penalty 2312.564191 = -96689.233311
  nChanged 2
		SP:Iteration 48Q (148349.190000 sec): 3 clusters
  Score: Raw -99003.565459 + Penalty 2312.564191 = -96691.001268
  nChanged 2
		SP:Iteration 49Q (148349.370000 sec): 3 clusters
  Score: Raw -99006.629300 + Penalty 2312.564191 = -96694.065109
  nChanged 2
		SP:Iteration 50Q (148349.540000 sec): 3 clusters
  Score: Raw -99008.261447 + Penalty 2312.564191 = -96695.697256
  nChanged 2
		SP:Iteration 51Q (148349.720000 sec): 3 clusters
  Score: Raw -99010.546168 + Penalty 2312.564191 = -96697.981977
  nChanged 1
		SP:Iteration 52Q (148349.890000 sec): 3 clusters
  Score: Raw -99011.544183 + Penalty 2312.564191 = -96698.979992
  nChanged 0
		SP:Iteration 53F (148350.070000 sec): 3 clusters
  Score: Raw -99011.544183 + Penalty 2312.564191 = -96698.979992
  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 10.71 GB.

 Trying to split cluster 46 (4459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148350.190000 sec): 2 clusters
  Score: Raw -371204.893333 + Penalty 1365.435468 = -369839.457865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148350.420000 sec): 3 clusters
  Score: Raw -368995.944556 + Penalty 2730.870937 = -366265.073620
  nChanged 1781
		SP:Iteration 1F (148350.580000 sec): 3 clusters
  Score: Raw -370064.731218 + Penalty 2730.870937 = -367333.860281
  nChanged 377
		SP:Iteration 2F (148350.770000 sec): 3 clusters
  Score: Raw -370384.720614 + Penalty 2730.870937 = -367653.849678
  nChanged 303
		SP:Iteration 3F (148350.940000 sec): 3 clusters
  Score: Raw -370642.733318 + Penalty 2730.870937 = -367911.862382
  nChanged 280
		SP:Iteration 4F (148351.120000 sec): 3 clusters
  Score: Raw -370857.557954 + Penalty 2730.870937 = -368126.687017
  nChanged 233
		SP:Iteration 5F (148351.290000 sec): 3 clusters
  Score: Raw -371026.924010 + Penalty 2730.870937 = -368296.053073
  nChanged 201
		SP:Iteration 6Q (148351.470000 sec): 3 clusters
  Score: Raw -371169.825068 + Penalty 2730.870937 = -368438.954131
  nChanged 138
		SP:Iteration 7Q (148351.640000 sec): 3 clusters
  Score: Raw -371248.758188 + Penalty 2730.870937 = -368517.887252
  nChanged 112
		SP:Iteration 8Q (148351.820000 sec): 3 clusters
  Score: Raw -371296.814411 + Penalty 2730.870937 = -368565.943475
  nChanged 80
		SP:Iteration 9Q (148351.990000 sec): 3 clusters
  Score: Raw -371328.004858 + Penalty 2730.870937 = -368597.133922
  nChanged 61
		SP:Iteration 10Q (148352.170000 sec): 3 clusters
  Score: Raw -371352.980442 + Penalty 2730.870937 = -368622.109506
  nChanged 50
		SP:Iteration 11Q (148352.340000 sec): 3 clusters
  Score: Raw -371371.510830 + Penalty 2730.870937 = -368640.639894
  nChanged 51
		SP:Iteration 12Q (148352.520000 sec): 3 clusters
  Score: Raw -371387.811062 + Penalty 2730.870937 = -368656.940126
  nChanged 51
		SP:Iteration 13Q (148352.700000 sec): 3 clusters
  Score: Raw -371403.071876 + Penalty 2730.870937 = -368672.200939
  nChanged 46
		SP:Iteration 14Q (148352.900000 sec): 3 clusters
  Score: Raw -371416.990997 + Penalty 2730.870937 = -368686.120060
  nChanged 35
		SP:Iteration 15Q (148353.030000 sec): 3 clusters
  Score: Raw -371426.796882 + Penalty 2730.870937 = -368695.925945
  nChanged 22
		SP:Iteration 16Q (148353.200000 sec): 3 clusters
  Score: Raw -371432.029857 + Penalty 2730.870937 = -368701.158920
  nChanged 23
		SP:Iteration 17Q (148353.380000 sec): 3 clusters
  Score: Raw -371437.684272 + Penalty 2730.870937 = -368706.813335
  nChanged 23
		SP:Iteration 18Q (148353.550000 sec): 3 clusters
  Score: Raw -371443.442493 + Penalty 2730.870937 = -368712.571557
  nChanged 28
		SP:Iteration 19Q (148353.730000 sec): 3 clusters
  Score: Raw -371449.553813 + Penalty 2730.870937 = -368718.682876
  nChanged 23
		SP:Iteration 20F (148353.900000 sec): 3 clusters
  Score: Raw -371454.835031 + Penalty 2730.870937 = -368723.964094
  nChanged 22
		SP:Iteration 21Q (148354.080000 sec): 3 clusters
  Score: Raw -371458.738027 + Penalty 2730.870937 = -368727.867091
  nChanged 21
		SP:Iteration 22Q (148354.250000 sec): 3 clusters
  Score: Raw -371464.225083 + Penalty 2730.870937 = -368733.354147
  nChanged 24
		SP:Iteration 23Q (148354.420000 sec): 3 clusters
  Score: Raw -371469.723565 + Penalty 2730.870937 = -368738.852628
  nChanged 28
		SP:Iteration 24Q (148354.600000 sec): 3 clusters
  Score: Raw -371477.099810 + Penalty 2730.870937 = -368746.228874
  nChanged 20
		SP:Iteration 25Q (148354.780000 sec): 3 clusters
  Score: Raw -371482.343678 + Penalty 2730.870937 = -368751.472742
  nChanged 19
		SP:Iteration 26Q (148354.950000 sec): 3 clusters
  Score: Raw -371487.465796 + Penalty 2730.870937 = -368756.594860
  nChanged 18
		SP:Iteration 27Q (148355.130000 sec): 3 clusters
  Score: Raw -371491.919059 + Penalty 2730.870937 = -368761.048122
  nChanged 19
		SP:Iteration 28Q (148355.300000 sec): 3 clusters
  Score: Raw -371495.335435 + Penalty 2730.870937 = -368764.464498
  nChanged 10
		SP:Iteration 29Q (148355.480000 sec): 3 clusters
  Score: Raw -371497.788534 + Penalty 2730.870937 = -368766.917598
  nChanged 22
		SP:Iteration 30Q (148355.650000 sec): 3 clusters
  Score: Raw -371502.171347 + Penalty 2730.870937 = -368771.300411
  nChanged 28
		SP:Iteration 31Q (148355.820000 sec): 3 clusters
  Score: Raw -371509.208305 + Penalty 2730.870937 = -368778.337369
  nChanged 30
		SP:Iteration 32Q (148356.000000 sec): 3 clusters
  Score: Raw -371518.298247 + Penalty 2730.870937 = -368787.427311
  nChanged 32
		SP:Iteration 33Q (148356.170000 sec): 3 clusters
  Score: Raw -371528.171609 + Penalty 2730.870937 = -368797.300673
  nChanged 36
		SP:Iteration 34Q (148356.340000 sec): 3 clusters
  Score: Raw -371541.141330 + Penalty 2730.870937 = -368810.270393
  nChanged 36
		SP:Iteration 35Q (148356.520000 sec): 3 clusters
  Score: Raw -371554.061559 + Penalty 2730.870937 = -368823.190622
  nChanged 33
		SP:Iteration 36Q (148356.690000 sec): 3 clusters
  Score: Raw -371563.786299 + Penalty 2730.870937 = -368832.915363
  nChanged 35
		SP:Iteration 37Q (148356.870000 sec): 3 clusters
  Score: Raw -371571.168752 + Penalty 2730.870937 = -368840.297815
  nChanged 21
		SP:Iteration 38Q (148357.070000 sec): 3 clusters
  Score: Raw -371576.098202 + Penalty 2730.870937 = -368845.227266
  nChanged 21
		SP:Iteration 39Q (148357.240000 sec): 3 clusters
  Score: Raw -371581.712451 + Penalty 2730.870937 = -368850.841514
  nChanged 18
		SP:Iteration 40F (148357.380000 sec): 3 clusters
  Score: Raw -371586.285567 + Penalty 2730.870937 = -368855.414631
  nChanged 17
		SP:Iteration 41Q (148357.580000 sec): 3 clusters
  Score: Raw -371590.419961 + Penalty 2730.870937 = -368859.549025
  nChanged 14
		SP:Iteration 42Q (148357.720000 sec): 3 clusters
  Score: Raw -371593.953807 + Penalty 2730.870937 = -368863.082870
  nChanged 16
		SP:Iteration 43Q (148357.880000 sec): 3 clusters
  Score: Raw -371599.499868 + Penalty 2730.870937 = -368868.628931
  nChanged 19
		SP:Iteration 44Q (148358.040000 sec): 3 clusters
  Score: Raw -371606.213970 + Penalty 2730.870937 = -368875.343033
  nChanged 19
		SP:Iteration 45Q (148358.200000 sec): 3 clusters
  Score: Raw -371613.530868 + Penalty 2730.870937 = -368882.659932
  nChanged 11
		SP:Iteration 46Q (148358.360000 sec): 3 clusters
  Score: Raw -371616.061680 + Penalty 2730.870937 = -368885.190744
  nChanged 11
		SP:Iteration 47Q (148358.520000 sec): 3 clusters
  Score: Raw -371619.045403 + Penalty 2730.870937 = -368888.174467
  nChanged 10
		SP:Iteration 48Q (148358.680000 sec): 3 clusters
  Score: Raw -371622.510427 + Penalty 2730.870937 = -368891.639491
  nChanged 11
		SP:Iteration 49Q (148358.830000 sec): 3 clusters
  Score: Raw -371627.052585 + Penalty 2730.870937 = -368896.181649
  nChanged 16
		SP:Iteration 50Q (148359.000000 sec): 3 clusters
  Score: Raw -371631.937468 + Penalty 2730.870937 = -368901.066531
  nChanged 13
		SP:Iteration 51Q (148359.160000 sec): 3 clusters
  Score: Raw -371638.348649 + Penalty 2730.870937 = -368907.477713
  nChanged 17
		SP:Iteration 52Q (148359.320000 sec): 3 clusters
  Score: Raw -371642.911918 + Penalty 2730.870937 = -368912.040981
  nChanged 10
		SP:Iteration 53Q (148359.480000 sec): 3 clusters
  Score: Raw -371646.284892 + Penalty 2730.870937 = -368915.413955
  nChanged 11
		SP:Iteration 54Q (148359.640000 sec): 3 clusters
  Score: Raw -371648.652157 + Penalty 2730.870937 = -368917.781220
  nChanged 9
		SP:Iteration 55Q (148359.810000 sec): 3 clusters
  Score: Raw -371651.102607 + Penalty 2730.870937 = -368920.231670
  nChanged 11
		SP:Iteration 56Q (148359.990000 sec): 3 clusters
  Score: Raw -371654.358740 + Penalty 2730.870937 = -368923.487803
  nChanged 8
		SP:Iteration 57Q (148360.160000 sec): 3 clusters
  Score: Raw -371656.228419 + Penalty 2730.870937 = -368925.357483
  nChanged 7
		SP:Iteration 58Q (148360.330000 sec): 3 clusters
  Score: Raw -371658.332016 + Penalty 2730.870937 = -368927.461080
  nChanged 6
		SP:Iteration 59Q (148360.510000 sec): 3 clusters
  Score: Raw -371660.502603 + Penalty 2730.870937 = -368929.631666
  nChanged 8
		SP:Iteration 60F (148360.680000 sec): 3 clusters
  Score: Raw -371662.506056 + Penalty 2730.870937 = -368931.635120
  nChanged 4
		SP:Iteration 61Q (148360.860000 sec): 3 clusters
  Score: Raw -371663.862021 + Penalty 2730.870937 = -368932.991084
  nChanged 5
		SP:Iteration 62Q (148361.060000 sec): 3 clusters
  Score: Raw -371665.200790 + Penalty 2730.870937 = -368934.329854
  nChanged 4
		SP:Iteration 63Q (148361.230000 sec): 3 clusters
  Score: Raw -371666.068910 + Penalty 2730.870937 = -368935.197973
  nChanged 2
		SP:Iteration 64Q (148361.360000 sec): 3 clusters
  Score: Raw -371666.896326 + Penalty 2730.870937 = -368936.025389
  nChanged 8
		SP:Iteration 65Q (148361.520000 sec): 3 clusters
  Score: Raw -371668.272126 + Penalty 2730.870937 = -368937.401190
  nChanged 4
		SP:Iteration 66Q (148361.680000 sec): 3 clusters
  Score: Raw -371669.143955 + Penalty 2730.870937 = -368938.273019
  nChanged 3
		SP:Iteration 67Q (148361.840000 sec): 3 clusters
  Score: Raw -371670.282896 + Penalty 2730.870937 = -368939.411959
  nChanged 2
		SP:Iteration 68Q (148362.000000 sec): 3 clusters
  Score: Raw -371670.999569 + Penalty 2730.870937 = -368940.128633
  nChanged 2
		SP:Iteration 69Q (148362.190000 sec): 3 clusters
  Score: Raw -371671.480695 + Penalty 2730.870937 = -368940.609759
  nChanged 1
		SP:Iteration 70Q (148362.360000 sec): 3 clusters
  Score: Raw -371671.845718 + Penalty 2730.870937 = -368940.974782
  nChanged 2
		SP:Iteration 71Q (148362.490000 sec): 3 clusters
  Score: Raw -371672.240160 + Penalty 2730.870937 = -368941.369223
  nChanged 2
		SP:Iteration 72Q (148362.650000 sec): 3 clusters
  Score: Raw -371672.930246 + Penalty 2730.870937 = -368942.059310
  nChanged 3
		SP:Iteration 73Q (148362.810000 sec): 3 clusters
  Score: Raw -371673.560415 + Penalty 2730.870937 = -368942.689478
  nChanged 4
		SP:Iteration 74Q (148363.020000 sec): 3 clusters
  Score: Raw -371673.975990 + Penalty 2730.870937 = -368943.105054
  nChanged 1
		SP:Iteration 75Q (148363.150000 sec): 3 clusters
  Score: Raw -371674.210017 + Penalty 2730.870937 = -368943.339081
  nChanged 0
		SP:Iteration 76F (148363.320000 sec): 3 clusters
  Score: Raw -371674.210017 + Penalty 2730.870937 = -368943.339081
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 47 (5097 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148363.400000 sec): 2 clusters
  Score: Raw -408550.675676 + Penalty 1387.166204 = -407163.509472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148363.580000 sec): 3 clusters
  Score: Raw -405930.044361 + Penalty 2774.332408 = -403155.711953
  nChanged 2021
		SP:Iteration 1F (148363.780000 sec): 3 clusters
  Score: Raw -407167.628081 + Penalty 2774.332408 = -404393.295672
  nChanged 407
		SP:Iteration 2F (148363.930000 sec): 3 clusters
  Score: Raw -407457.348766 + Penalty 2774.332408 = -404683.016358
  nChanged 322
		SP:Iteration 3F (148364.110000 sec): 3 clusters
  Score: Raw -407695.431713 + Penalty 2774.332408 = -404921.099305
  nChanged 274
		SP:Iteration 4F (148364.280000 sec): 3 clusters
  Score: Raw -407911.520954 + Penalty 2774.332408 = -405137.188545
  nChanged 284
		SP:Iteration 5F (148364.460000 sec): 3 clusters
  Score: Raw -408182.711962 + Penalty 2774.332408 = -405408.379554
  nChanged 289
		SP:Iteration 6F (148364.650000 sec): 3 clusters
  Score: Raw -408468.072914 + Penalty 2774.332408 = -405693.740506
  nChanged 289
		SP:Iteration 7F (148364.810000 sec): 3 clusters
  Score: Raw -408717.887180 + Penalty 2774.332408 = -405943.554772
  nChanged 222
		SP:Iteration 8Q (148365.020000 sec): 3 clusters
  Score: Raw -408905.392286 + Penalty 2774.332408 = -406131.059878
  nChanged 181
		SP:Iteration 9Q (148365.200000 sec): 3 clusters
  Score: Raw -409029.298748 + Penalty 2774.332408 = -406254.966340
  nChanged 136
		SP:Iteration 10Q (148365.370000 sec): 3 clusters
  Score: Raw -409092.610151 + Penalty 2774.332408 = -406318.277742
  nChanged 94
		SP:Iteration 11Q (148365.570000 sec): 3 clusters
  Score: Raw -409137.635684 + Penalty 2774.332408 = -406363.303276
  nChanged 79
		SP:Iteration 12Q (148365.770000 sec): 3 clusters
  Score: Raw -409171.701024 + Penalty 2774.332408 = -406397.368616
  nChanged 61
		SP:Iteration 13Q (148365.960000 sec): 3 clusters
  Score: Raw -409197.047888 + Penalty 2774.332408 = -406422.715479
  nChanged 53
		SP:Iteration 14Q (148366.130000 sec): 3 clusters
  Score: Raw -409218.974409 + Penalty 2774.332408 = -406444.642001
  nChanged 55
		SP:Iteration 15Q (148366.300000 sec): 3 clusters
  Score: Raw -409246.393047 + Penalty 2774.332408 = -406472.060639
  nChanged 48
		SP:Iteration 16Q (148366.500000 sec): 3 clusters
  Score: Raw -409261.315896 + Penalty 2774.332408 = -406486.983488
  nChanged 27
		SP:Iteration 17Q (148366.660000 sec): 3 clusters
  Score: Raw -409271.555348 + Penalty 2774.332408 = -406497.222940
  nChanged 31
		SP:Iteration 18Q (148366.830000 sec): 3 clusters
  Score: Raw -409283.455045 + Penalty 2774.332408 = -406509.122636
  nChanged 32
		SP:Iteration 19Q (148367.000000 sec): 3 clusters
  Score: Raw -409295.783686 + Penalty 2774.332408 = -406521.451278
  nChanged 20
		SP:Iteration 20F (148367.230000 sec): 3 clusters
  Score: Raw -409299.980380 + Penalty 2774.332408 = -406525.647972
  nChanged 14
		SP:Iteration 21Q (148367.400000 sec): 3 clusters
  Score: Raw -409303.014918 + Penalty 2774.332408 = -406528.682510
  nChanged 10
		SP:Iteration 22Q (148367.590000 sec): 3 clusters
  Score: Raw -409305.613992 + Penalty 2774.332408 = -406531.281584
  nChanged 8
		SP:Iteration 23Q (148367.760000 sec): 3 clusters
  Score: Raw -409307.055538 + Penalty 2774.332408 = -406532.723129
  nChanged 5
		SP:Iteration 24Q (148367.920000 sec): 3 clusters
  Score: Raw -409308.105816 + Penalty 2774.332408 = -406533.773408
  nChanged 5
		SP:Iteration 25Q (148368.070000 sec): 3 clusters
  Score: Raw -409308.892886 + Penalty 2774.332408 = -406534.560477
  nChanged 3
		SP:Iteration 26Q (148368.230000 sec): 3 clusters
  Score: Raw -409309.273726 + Penalty 2774.332408 = -406534.941317
  nChanged 3
		SP:Iteration 27Q (148368.400000 sec): 3 clusters
  Score: Raw -409309.835326 + Penalty 2774.332408 = -406535.502917
  nChanged 2
		SP:Iteration 28Q (148368.560000 sec): 3 clusters
  Score: Raw -409310.032117 + Penalty 2774.332408 = -406535.699708
  nChanged 3
		SP:Iteration 29Q (148368.700000 sec): 3 clusters
  Score: Raw -409310.586816 + Penalty 2774.332408 = -406536.254407
  nChanged 2
		SP:Iteration 30Q (148368.840000 sec): 3 clusters
  Score: Raw -409310.941994 + Penalty 2774.332408 = -406536.609586
  nChanged 2
		SP:Iteration 31Q (148368.980000 sec): 3 clusters
  Score: Raw -409311.647730 + Penalty 2774.332408 = -406537.315321
  nChanged 5
		SP:Iteration 32Q (148369.120000 sec): 3 clusters
  Score: Raw -409312.801911 + Penalty 2774.332408 = -406538.469503
  nChanged 6
		SP:Iteration 33Q (148369.260000 sec): 3 clusters
  Score: Raw -409314.046558 + Penalty 2774.332408 = -406539.714150
  nChanged 6
		SP:Iteration 34Q (148369.410000 sec): 3 clusters
  Score: Raw -409316.051451 + Penalty 2774.332408 = -406541.719042
  nChanged 4
		SP:Iteration 35Q (148369.560000 sec): 3 clusters
  Score: Raw -409316.874531 + Penalty 2774.332408 = -406542.542123
  nChanged 3
		SP:Iteration 36Q (148369.750000 sec): 3 clusters
  Score: Raw -409317.546374 + Penalty 2774.332408 = -406543.213966
  nChanged 1
		SP:Iteration 37Q (148369.910000 sec): 3 clusters
  Score: Raw -409317.599761 + Penalty 2774.332408 = -406543.267352
  nChanged 0
		SP:Iteration 38F (148370.070000 sec): 3 clusters
  Score: Raw -409317.599761 + Penalty 2774.332408 = -406543.267352
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 48 (15313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148370.250000 sec): 2 clusters
  Score: Raw -1355011.990969 + Penalty 1565.924331 = -1353446.066638
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148370.520000 sec): 3 clusters
  Score: Raw -1345985.627449 + Penalty 3131.848661 = -1342853.778788
  nChanged 6842
		SP:Iteration 1F (148370.830000 sec): 3 clusters
  Score: Raw -1349998.031933 + Penalty 3131.848661 = -1346866.183271
  nChanged 977
		SP:Iteration 2F (148371.000000 sec): 3 clusters
  Score: Raw -1350596.638480 + Penalty 3131.848661 = -1347464.789818
  nChanged 968
		SP:Iteration 3F (148371.280000 sec): 3 clusters
  Score: Raw -1351209.999954 + Penalty 3131.848661 = -1348078.151292
  nChanged 924
		SP:Iteration 4F (148371.520000 sec): 3 clusters
  Score: Raw -1351759.654108 + Penalty 3131.848661 = -1348627.805447
  nChanged 882
		SP:Iteration 5F (148371.800000 sec): 3 clusters
  Score: Raw -1352277.430153 + Penalty 3131.848661 = -1349145.581492
  nChanged 822
		SP:Iteration 6F (148371.980000 sec): 3 clusters
  Score: Raw -1352821.871160 + Penalty 3131.848661 = -1349690.022499
  nChanged 774
		SP:Iteration 7F (148372.240000 sec): 3 clusters
  Score: Raw -1353348.363315 + Penalty 3131.848661 = -1350216.514653
  nChanged 683
		SP:Iteration 8Q (148372.480000 sec): 3 clusters
  Score: Raw -1353801.529967 + Penalty 3131.848661 = -1350669.681305
  nChanged 567
		SP:Iteration 9Q (148372.770000 sec): 3 clusters
  Score: Raw -1354167.605135 + Penalty 3131.848661 = -1351035.756474
  nChanged 479
		SP:Iteration 10Q (148373.060000 sec): 3 clusters
  Score: Raw -1354461.890901 + Penalty 3131.848661 = -1351330.042239
  nChanged 416
		SP:Iteration 11Q (148373.340000 sec): 3 clusters
  Score: Raw -1354691.365705 + Penalty 3131.848661 = -1351559.517043
  nChanged 332
		SP:Iteration 12Q (148373.670000 sec): 3 clusters
  Score: Raw -1354852.935781 + Penalty 3131.848661 = -1351721.087120
  nChanged 276
		SP:Iteration 13Q (148373.890000 sec): 3 clusters
  Score: Raw -1354986.464013 + Penalty 3131.848661 = -1351854.615352
  nChanged 267
		SP:Iteration 14Q (148374.160000 sec): 3 clusters
  Score: Raw -1355093.017705 + Penalty 3131.848661 = -1351961.169043
  nChanged 214
		SP:Iteration 15Q (148374.420000 sec): 3 clusters
  Score: Raw -1355165.187487 + Penalty 3131.848661 = -1352033.338826
  nChanged 160
		SP:Iteration 16Q (148374.690000 sec): 3 clusters
  Score: Raw -1355216.205582 + Penalty 3131.848661 = -1352084.356921
  nChanged 138
		SP:Iteration 17Q (148374.910000 sec): 3 clusters
  Score: Raw -1355251.511146 + Penalty 3131.848661 = -1352119.662484
  nChanged 110
		SP:Iteration 18Q (148375.180000 sec): 3 clusters
  Score: Raw -1355274.772142 + Penalty 3131.848661 = -1352142.923480
  nChanged 84
		SP:Iteration 19Q (148375.480000 sec): 3 clusters
  Score: Raw -1355292.856725 + Penalty 3131.848661 = -1352161.008063
  nChanged 99
		SP:Iteration 20F (148375.730000 sec): 3 clusters
  Score: Raw -1355316.454362 + Penalty 3131.848661 = -1352184.605700
  nChanged 88
		SP:Iteration 21Q (148375.980000 sec): 3 clusters
  Score: Raw -1355336.069206 + Penalty 3131.848661 = -1352204.220545
  nChanged 73
		SP:Iteration 22Q (148376.260000 sec): 3 clusters
  Score: Raw -1355348.619297 + Penalty 3131.848661 = -1352216.770635
  nChanged 58
		SP:Iteration 23Q (148376.510000 sec): 3 clusters
  Score: Raw -1355355.933435 + Penalty 3131.848661 = -1352224.084774
  nChanged 42
		SP:Iteration 24Q (148376.800000 sec): 3 clusters
  Score: Raw -1355361.831312 + Penalty 3131.848661 = -1352229.982651
  nChanged 45
		SP:Iteration 25Q (148377.090000 sec): 3 clusters
  Score: Raw -1355369.429151 + Penalty 3131.848661 = -1352237.580490
  nChanged 51
		SP:Iteration 26Q (148377.370000 sec): 3 clusters
  Score: Raw -1355376.570187 + Penalty 3131.848661 = -1352244.721526
  nChanged 39
		SP:Iteration 27Q (148377.660000 sec): 3 clusters
  Score: Raw -1355381.575650 + Penalty 3131.848661 = -1352249.726989
  nChanged 36
		SP:Iteration 28Q (148377.950000 sec): 3 clusters
  Score: Raw -1355385.555627 + Penalty 3131.848661 = -1352253.706966
  nChanged 31
		SP:Iteration 29Q (148378.230000 sec): 3 clusters
  Score: Raw -1355389.672451 + Penalty 3131.848661 = -1352257.823790
  nChanged 32
		SP:Iteration 30Q (148378.500000 sec): 3 clusters
  Score: Raw -1355393.356894 + Penalty 3131.848661 = -1352261.508232
  nChanged 22
		SP:Iteration 31Q (148378.770000 sec): 3 clusters
  Score: Raw -1355395.254772 + Penalty 3131.848661 = -1352263.406110
  nChanged 17
		SP:Iteration 32Q (148379.040000 sec): 3 clusters
  Score: Raw -1355396.756971 + Penalty 3131.848661 = -1352264.908310
  nChanged 18
		SP:Iteration 33Q (148379.320000 sec): 3 clusters
  Score: Raw -1355398.204684 + Penalty 3131.848661 = -1352266.356022
  nChanged 12
		SP:Iteration 34Q (148379.610000 sec): 3 clusters
  Score: Raw -1355399.331245 + Penalty 3131.848661 = -1352267.482583
  nChanged 14
		SP:Iteration 35Q (148379.910000 sec): 3 clusters
  Score: Raw -1355400.473457 + Penalty 3131.848661 = -1352268.624796
  nChanged 11
		SP:Iteration 36Q (148380.180000 sec): 3 clusters
  Score: Raw -1355401.293490 + Penalty 3131.848661 = -1352269.444828
  nChanged 8
		SP:Iteration 37Q (148380.430000 sec): 3 clusters
  Score: Raw -1355401.940133 + Penalty 3131.848661 = -1352270.091472
  nChanged 12
		SP:Iteration 38Q (148380.750000 sec): 3 clusters
  Score: Raw -1355402.837780 + Penalty 3131.848661 = -1352270.989119
  nChanged 15
		SP:Iteration 39Q (148381.010000 sec): 3 clusters
  Score: Raw -1355403.945632 + Penalty 3131.848661 = -1352272.096970
  nChanged 11
		SP:Iteration 40F (148381.280000 sec): 3 clusters
  Score: Raw -1355404.631043 + Penalty 3131.848661 = -1352272.782382
  nChanged 9
		SP:Iteration 41Q (148381.550000 sec): 3 clusters
  Score: Raw -1355405.143351 + Penalty 3131.848661 = -1352273.294689
  nChanged 3
		SP:Iteration 42Q (148381.800000 sec): 3 clusters
  Score: Raw -1355405.313724 + Penalty 3131.848661 = -1352273.465062
  nChanged 2
		SP:Iteration 43Q (148382.060000 sec): 3 clusters
  Score: Raw -1355405.403741 + Penalty 3131.848661 = -1352273.555080
  nChanged 1
		SP:Iteration 44Q (148382.340000 sec): 3 clusters
  Score: Raw -1355405.468155 + Penalty 3131.848661 = -1352273.619493
  nChanged 1
		SP:Iteration 45Q (148382.640000 sec): 3 clusters
  Score: Raw -1355405.513445 + Penalty 3131.848661 = -1352273.664783
  nChanged 3
		SP:Iteration 46Q (148382.910000 sec): 3 clusters
  Score: Raw -1355405.711720 + Penalty 3131.848661 = -1352273.863059
  nChanged 2
		SP:Iteration 47Q (148383.240000 sec): 3 clusters
  Score: Raw -1355405.833775 + Penalty 3131.848661 = -1352273.985113
  nChanged 4
		SP:Iteration 48Q (148383.480000 sec): 3 clusters
  Score: Raw -1355406.095126 + Penalty 3131.848661 = -1352274.246465
  nChanged 2
		SP:Iteration 49Q (148383.730000 sec): 3 clusters
  Score: Raw -1355406.174487 + Penalty 3131.848661 = -1352274.325826
  nChanged 2
		SP:Iteration 50Q (148384.050000 sec): 3 clusters
  Score: Raw -1355406.244099 + Penalty 3131.848661 = -1352274.395437
  nChanged 0
		SP:Iteration 51F (148384.230000 sec): 3 clusters
  Score: Raw -1355406.244099 + Penalty 3131.848661 = -1352274.395437
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 49 (349282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148386.060000 sec): 2 clusters
  Score: Raw -30279392.192355 + Penalty 2074.090671 = -30277318.101684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148388.330000 sec): 3 clusters
  Score: Raw -30045206.971337 + Penalty 4148.181342 = -30041058.789995
  nChanged 170594
		SP:Iteration 1F (148390.590000 sec): 3 clusters
  Score: Raw -30148867.292483 + Penalty 4148.181342 = -30144719.111141
  nChanged 10456
		SP:Iteration 2Q (148393.300000 sec): 3 clusters
  Score: Raw -30151681.782252 + Penalty 4148.181342 = -30147533.600910
  nChanged 12316
		SP:Iteration 3Q (148395.920000 sec): 3 clusters
  Score: Raw -30155967.187469 + Penalty 4148.181342 = -30151819.006127
  nChanged 14506
		SP:Iteration 4Q (148398.480000 sec): 3 clusters
  Score: Raw -30162185.460068 + Penalty 4148.181342 = -30158037.278726
  nChanged 16865
		SP:Iteration 5Q (148401.170000 sec): 3 clusters
  Score: Raw -30170713.052173 + Penalty 4148.181342 = -30166564.870831
  nChanged 19019
		SP:Iteration 6F (148403.560000 sec): 3 clusters
  Score: Raw -30181807.509486 + Penalty 4148.181342 = -30177659.328144
  nChanged 20859
		SP:Iteration 7F (148405.950000 sec): 3 clusters
  Score: Raw -30195316.214862 + Penalty 4148.181342 = -30191168.033520
  nChanged 21274
		SP:Iteration 8F (148408.250000 sec): 3 clusters
  Score: Raw -30209542.045039 + Penalty 4148.181342 = -30205393.863697
  nChanged 18851
		SP:Iteration 9F (148410.520000 sec): 3 clusters
  Score: Raw -30220013.576921 + Penalty 4148.181342 = -30215865.395579
  nChanged 13846
		SP:Iteration 10Q (148413.010000 sec): 3 clusters
  Score: Raw -30224913.196628 + Penalty 4148.181342 = -30220765.015286
  nChanged 8244
		SP:Iteration 11Q (148415.640000 sec): 3 clusters
  Score: Raw -30226657.233938 + Penalty 4148.181342 = -30222509.052596
  nChanged 4859
		SP:Iteration 12Q (148418.290000 sec): 3 clusters
  Score: Raw -30227414.990848 + Penalty 4148.181342 = -30223266.809507
  nChanged 3519
		SP:Iteration 13Q (148420.800000 sec): 3 clusters
  Score: Raw -30227959.849482 + Penalty 4148.181342 = -30223811.668140
  nChanged 3274
		SP:Iteration 14Q (148423.270000 sec): 3 clusters
  Score: Raw -30228498.381821 + Penalty 4148.181342 = -30224350.200479
  nChanged 3270
		SP:Iteration 15Q (148425.900000 sec): 3 clusters
  Score: Raw -30229072.909181 + Penalty 4148.181342 = -30224924.727839
  nChanged 3398
		SP:Iteration 16Q (148428.510000 sec): 3 clusters
  Score: Raw -30229697.775420 + Penalty 4148.181342 = -30225549.594078
  nChanged 3544
		SP:Iteration 17Q (148431.170000 sec): 3 clusters
  Score: Raw -30230386.545260 + Penalty 4148.181342 = -30226238.363918
  nChanged 3637
		SP:Iteration 18Q (148433.800000 sec): 3 clusters
  Score: Raw -30231128.235630 + Penalty 4148.181342 = -30226980.054289
  nChanged 3872
		SP:Iteration 19Q (148436.370000 sec): 3 clusters
  Score: Raw -30231959.547538 + Penalty 4148.181342 = -30227811.366196
  nChanged 3989
		SP:Iteration 20F (148438.750000 sec): 3 clusters
  Score: Raw -30232834.763682 + Penalty 4148.181342 = -30228686.582340
  nChanged 4105
		SP:Iteration 21Q (148441.350000 sec): 3 clusters
  Score: Raw -30233777.813715 + Penalty 4148.181342 = -30229629.632373
  nChanged 4220
		SP:Iteration 22Q (148443.930000 sec): 3 clusters
  Score: Raw -30234749.128829 + Penalty 4148.181342 = -30230600.947487
  nChanged 4189
		SP:Iteration 23Q (148446.530000 sec): 3 clusters
  Score: Raw -30235705.931040 + Penalty 4148.181342 = -30231557.749698
  nChanged 4034
		SP:Iteration 24Q (148449.080000 sec): 3 clusters
  Score: Raw -30236622.439913 + Penalty 4148.181342 = -30232474.258571
  nChanged 4067
		SP:Iteration 25Q (148451.630000 sec): 3 clusters
  Score: Raw -30237551.315767 + Penalty 4148.181342 = -30233403.134426
  nChanged 4055
		SP:Iteration 26Q (148454.190000 sec): 3 clusters
  Score: Raw -30238469.507432 + Penalty 4148.181342 = -30234321.326091
  nChanged 3966
		SP:Iteration 27Q (148456.760000 sec): 3 clusters
  Score: Raw -30239343.792541 + Penalty 4148.181342 = -30235195.611199
  nChanged 3815
		SP:Iteration 28Q (148459.330000 sec): 3 clusters
  Score: Raw -30240136.395635 + Penalty 4148.181342 = -30235988.214294
  nChanged 3577
		SP:Iteration 29Q (148462.000000 sec): 3 clusters
  Score: Raw -30240851.041099 + Penalty 4148.181342 = -30236702.859757
  nChanged 3366
		SP:Iteration 30Q (148464.630000 sec): 3 clusters
  Score: Raw -30241485.733969 + Penalty 4148.181342 = -30237337.552627
  nChanged 3173
		SP:Iteration 31Q (148467.280000 sec): 3 clusters
  Score: Raw -30242048.257766 + Penalty 4148.181342 = -30237900.076424
  nChanged 2910
		SP:Iteration 32Q (148469.930000 sec): 3 clusters
  Score: Raw -30242511.544008 + Penalty 4148.181342 = -30238363.362666
  nChanged 2640
		SP:Iteration 33Q (148472.560000 sec): 3 clusters
  Score: Raw -30242885.129889 + Penalty 4148.181342 = -30238736.948547
  nChanged 2406
		SP:Iteration 34Q (148475.190000 sec): 3 clusters
  Score: Raw -30243214.239511 + Penalty 4148.181342 = -30239066.058169
  nChanged 2191
		SP:Iteration 35Q (148477.820000 sec): 3 clusters
  Score: Raw -30243493.801242 + Penalty 4148.181342 = -30239345.619901
  nChanged 2073
		SP:Iteration 36Q (148480.440000 sec): 3 clusters
  Score: Raw -30243746.232710 + Penalty 4148.181342 = -30239598.051369
  nChanged 1936
		SP:Iteration 37Q (148483.040000 sec): 3 clusters
  Score: Raw -30243956.775048 + Penalty 4148.181342 = -30239808.593706
  nChanged 1773
		SP:Iteration 38Q (148485.670000 sec): 3 clusters
  Score: Raw -30244147.179761 + Penalty 4148.181342 = -30239998.998419
  nChanged 1716
		SP:Iteration 39Q (148488.280000 sec): 3 clusters
  Score: Raw -30244324.891008 + Penalty 4148.181342 = -30240176.709666
  nChanged 1654
		SP:Iteration 40F (148490.760000 sec): 3 clusters
  Score: Raw -30244486.869806 + Penalty 4148.181342 = -30240338.688465
  nChanged 1590
		SP:Iteration 41Q (148493.370000 sec): 3 clusters
  Score: Raw -30244634.059637 + Penalty 4148.181342 = -30240485.878295
  nChanged 1568
		SP:Iteration 42Q (148496.010000 sec): 3 clusters
  Score: Raw -30244774.200113 + Penalty 4148.181342 = -30240626.018771
  nChanged 1544
		SP:Iteration 43Q (148498.650000 sec): 3 clusters
  Score: Raw -30244910.095175 + Penalty 4148.181342 = -30240761.913834
  nChanged 1549
		SP:Iteration 44Q (148501.210000 sec): 3 clusters
  Score: Raw -30245044.521790 + Penalty 4148.181342 = -30240896.340448
  nChanged 1523
		SP:Iteration 45Q (148503.800000 sec): 3 clusters
  Score: Raw -30245175.733605 + Penalty 4148.181342 = -30241027.552263
  nChanged 1566
		SP:Iteration 46Q (148506.380000 sec): 3 clusters
  Score: Raw -30245310.663037 + Penalty 4148.181342 = -30241162.481695
  nChanged 1571
		SP:Iteration 47Q (148509.020000 sec): 3 clusters
  Score: Raw -30245442.791076 + Penalty 4148.181342 = -30241294.609735
  nChanged 1577
		SP:Iteration 48Q (148511.660000 sec): 3 clusters
  Score: Raw -30245577.182917 + Penalty 4148.181342 = -30241429.001575
  nChanged 1570
		SP:Iteration 49Q (148514.220000 sec): 3 clusters
  Score: Raw -30245708.710963 + Penalty 4148.181342 = -30241560.529621
  nChanged 1539
		SP:Iteration 50Q (148516.820000 sec): 3 clusters
  Score: Raw -30245839.800313 + Penalty 4148.181342 = -30241691.618971
  nChanged 1592
		SP:Iteration 51Q (148519.400000 sec): 3 clusters
  Score: Raw -30245977.959595 + Penalty 4148.181342 = -30241829.778254
  nChanged 1629
		SP:Iteration 52Q (148521.990000 sec): 3 clusters
  Score: Raw -30246123.752772 + Penalty 4148.181342 = -30241975.571430
  nChanged 1663
		SP:Iteration 53Q (148524.570000 sec): 3 clusters
  Score: Raw -30246268.774126 + Penalty 4148.181342 = -30242120.592784
  nChanged 1648
		SP:Iteration 54Q (148527.140000 sec): 3 clusters
  Score: Raw -30246414.557861 + Penalty 4148.181342 = -30242266.376519
  nChanged 1728
		SP:Iteration 55Q (148529.710000 sec): 3 clusters
  Score: Raw -30246572.292157 + Penalty 4148.181342 = -30242424.110816
  nChanged 1801
		SP:Iteration 56Q (148532.300000 sec): 3 clusters
  Score: Raw -30246747.601043 + Penalty 4148.181342 = -30242599.419702
  nChanged 1917
		SP:Iteration 57Q (148534.880000 sec): 3 clusters
  Score: Raw -30246941.864302 + Penalty 4148.181342 = -30242793.682960
  nChanged 1913
		SP:Iteration 58Q (148537.390000 sec): 3 clusters
  Score: Raw -30247143.854997 + Penalty 4148.181342 = -30242995.673656
  nChanged 2048
		SP:Iteration 59Q (148539.950000 sec): 3 clusters
  Score: Raw -30247369.119488 + Penalty 4148.181342 = -30243220.938147
  nChanged 2083
		SP:Iteration 60F (148542.420000 sec): 3 clusters
  Score: Raw -30247604.292898 + Penalty 4148.181342 = -30243456.111556
  nChanged 2144
		SP:Iteration 61Q (148544.960000 sec): 3 clusters
  Score: Raw -30247852.393285 + Penalty 4148.181342 = -30243704.211944
  nChanged 2152
		SP:Iteration 62Q (148547.530000 sec): 3 clusters
  Score: Raw -30248103.803498 + Penalty 4148.181342 = -30243955.622156
  nChanged 2214
		SP:Iteration 63Q (148550.080000 sec): 3 clusters
  Score: Raw -30248379.654965 + Penalty 4148.181342 = -30244231.473624
  nChanged 2331
		SP:Iteration 64Q (148552.550000 sec): 3 clusters
  Score: Raw -30248682.435372 + Penalty 4148.181342 = -30244534.254030
  nChanged 2417
		SP:Iteration 65Q (148555.090000 sec): 3 clusters
  Score: Raw -30249017.562738 + Penalty 4148.181342 = -30244869.381397
  nChanged 2569
		SP:Iteration 66Q (148557.640000 sec): 3 clusters
  Score: Raw -30249396.854385 + Penalty 4148.181342 = -30245248.673043
  nChanged 2732
		SP:Iteration 67Q (148560.240000 sec): 3 clusters
  Score: Raw -30249820.812952 + Penalty 4148.181342 = -30245672.631610
  nChanged 2808
		SP:Iteration 68Q (148562.790000 sec): 3 clusters
  Score: Raw -30250279.846776 + Penalty 4148.181342 = -30246131.665434
  nChanged 2991
		SP:Iteration 69Q (148565.350000 sec): 3 clusters
  Score: Raw -30250810.183090 + Penalty 4148.181342 = -30246662.001748
  nChanged 3128
		SP:Iteration 70Q (148567.910000 sec): 3 clusters
  Score: Raw -30251391.535849 + Penalty 4148.181342 = -30247243.354507
  nChanged 3209
		SP:Iteration 71Q (148570.480000 sec): 3 clusters
  Score: Raw -30252033.630349 + Penalty 4148.181342 = -30247885.449008
  nChanged 3410
		SP:Iteration 72Q (148573.000000 sec): 3 clusters
  Score: Raw -30252777.808981 + Penalty 4148.181342 = -30248629.627639
  nChanged 3607
		SP:Iteration 73Q (148575.560000 sec): 3 clusters
  Score: Raw -30253641.803903 + Penalty 4148.181342 = -30249493.622562
  nChanged 3832
		SP:Iteration 74Q (148578.140000 sec): 3 clusters
  Score: Raw -30254648.333338 + Penalty 4148.181342 = -30250500.151996
  nChanged 4025
		SP:Iteration 75Q (148580.580000 sec): 3 clusters
  Score: Raw -30255807.508203 + Penalty 4148.181342 = -30251659.326861
  nChanged 4298
		SP:Iteration 76Q (148583.120000 sec): 3 clusters
  Score: Raw -30257219.458893 + Penalty 4148.181342 = -30253071.277552
  nChanged 4621
		SP:Iteration 77Q (148585.660000 sec): 3 clusters
  Score: Raw -30258872.969300 + Penalty 4148.181342 = -30254724.787958
  nChanged 4624
		SP:Iteration 78Q (148588.190000 sec): 3 clusters
  Score: Raw -30260693.043488 + Penalty 4148.181342 = -30256544.862146
  nChanged 4790
		SP:Iteration 79Q (148590.730000 sec): 3 clusters
  Score: Raw -30262790.602069 + Penalty 4148.181342 = -30258642.420727
  nChanged 4869
		SP:Iteration 80F (148593.130000 sec): 3 clusters
  Score: Raw -30265145.438082 + Penalty 4148.181342 = -30260997.256741
  nChanged 4774
		SP:Iteration 81Q (148595.650000 sec): 3 clusters
  Score: Raw -30267623.968977 + Penalty 4148.181342 = -30263475.787635
  nChanged 4420
		SP:Iteration 82Q (148598.170000 sec): 3 clusters
  Score: Raw -30270017.207277 + Penalty 4148.181342 = -30265869.025935
  nChanged 4002
		SP:Iteration 83Q (148600.710000 sec): 3 clusters
  Score: Raw -30272317.496022 + Penalty 4148.181342 = -30268169.314680
  nChanged 3518
		SP:Iteration 84Q (148603.270000 sec): 3 clusters
  Score: Raw -30274433.963675 + Penalty 4148.181342 = -30270285.782333
  nChanged 2847
		SP:Iteration 85Q (148605.670000 sec): 3 clusters
  Score: Raw -30276176.901961 + Penalty 4148.181342 = -30272028.720620
  nChanged 2144
		SP:Iteration 86Q (148608.200000 sec): 3 clusters
  Score: Raw -30277479.563990 + Penalty 4148.181342 = -30273331.382648
  nChanged 1448
		SP:Iteration 87Q (148610.730000 sec): 3 clusters
  Score: Raw -30278351.582393 + Penalty 4148.181342 = -30274203.401052
  nChanged 910
		SP:Iteration 88Q (148613.270000 sec): 3 clusters
  Score: Raw -30278914.629280 + Penalty 4148.181342 = -30274766.447938
  nChanged 520
		SP:Iteration 89Q (148615.810000 sec): 3 clusters
  Score: Raw -30279266.973599 + Penalty 4148.181342 = -30275118.792257
  nChanged 280
		SP:Iteration 90Q (148618.330000 sec): 3 clusters
  Score: Raw -30279452.715154 + Penalty 4148.181342 = -30275304.533812
  nChanged 151
		SP:Iteration 91Q (148620.850000 sec): 3 clusters
  Score: Raw -30279562.204513 + Penalty 4148.181342 = -30275414.023171
  nChanged 104
		SP:Iteration 92Q (148623.390000 sec): 3 clusters
  Score: Raw -30279622.079858 + Penalty 4148.181342 = -30275473.898516
  nChanged 67
		SP:Iteration 93Q (148625.960000 sec): 3 clusters
  Score: Raw -30279667.115157 + Penalty 4148.181342 = -30275518.933815
  nChanged 58
		SP:Iteration 94Q (148628.470000 sec): 3 clusters
  Score: Raw -30279698.661767 + Penalty 4148.181342 = -30275550.480425
  nChanged 42
		SP:Iteration 95Q (148630.990000 sec): 3 clusters
  Score: Raw -30279724.024811 + Penalty 4148.181342 = -30275575.843469
  nChanged 33
		SP:Iteration 96Q (148633.500000 sec): 3 clusters
  Score: Raw -30279744.744247 + Penalty 4148.181342 = -30275596.562905
  nChanged 29
		SP:Iteration 97Q (148636.020000 sec): 3 clusters
  Score: Raw -30279767.198407 + Penalty 4148.181342 = -30275619.017065
  nChanged 24
		SP:Iteration 98Q (148638.580000 sec): 3 clusters
  Score: Raw -30279784.101436 + Penalty 4148.181342 = -30275635.920094
  nChanged 28
		SP:Iteration 99Q (148641.150000 sec): 3 clusters
  Score: Raw -30279800.954944 + Penalty 4148.181342 = -30275652.773603
  nChanged 21
		SP:Iteration 100F (148643.620000 sec): 3 clusters
  Score: Raw -30279812.040947 + Penalty 4148.181342 = -30275663.859605
  nChanged 20
		SP:Iteration 101Q (148646.180000 sec): 3 clusters
  Score: Raw -30279821.110727 + Penalty 4148.181342 = -30275672.929385
  nChanged 16
		SP:Iteration 102Q (148648.740000 sec): 3 clusters
  Score: Raw -30279829.672097 + Penalty 4148.181342 = -30275681.490755
  nChanged 14
		SP:Iteration 103Q (148651.260000 sec): 3 clusters
  Score: Raw -30279838.155904 + Penalty 4148.181342 = -30275689.974562
  nChanged 12
		SP:Iteration 104Q (148653.790000 sec): 3 clusters
  Score: Raw -30279842.984030 + Penalty 4148.181342 = -30275694.802689
  nChanged 4
		SP:Iteration 105Q (148656.310000 sec): 3 clusters
  Score: Raw -30279844.310876 + Penalty 4148.181342 = -30275696.129534
  nChanged 5
		SP:Iteration 106Q (148658.880000 sec): 3 clusters
  Score: Raw -30279847.489115 + Penalty 4148.181342 = -30275699.307773
  nChanged 8
		SP:Iteration 107Q (148661.480000 sec): 3 clusters
  Score: Raw -30279851.509517 + Penalty 4148.181342 = -30275703.328175
  nChanged 4
		SP:Iteration 108Q (148663.880000 sec): 3 clusters
  Score: Raw -30279853.266251 + Penalty 4148.181342 = -30275705.084910
  nChanged 3
		SP:Iteration 109Q (148666.460000 sec): 3 clusters
  Score: Raw -30279854.110591 + Penalty 4148.181342 = -30275705.929249
  nChanged 1
		SP:Iteration 110Q (148668.990000 sec): 3 clusters
  Score: Raw -30279854.550314 + Penalty 4148.181342 = -30275706.368972
  nChanged 1
		SP:Iteration 111Q (148671.380000 sec): 3 clusters
  Score: Raw -30279854.648529 + Penalty 4148.181342 = -30275706.467187
  nChanged 0
		SP:Iteration 112F (148673.890000 sec): 3 clusters
  Score: Raw -30279854.648529 + Penalty 4148.181342 = -30275706.467187
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 50 (7254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148674.100000 sec): 2 clusters
  Score: Raw -548221.239623 + Penalty 1444.512602 = -546776.727021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148674.310000 sec): 3 clusters
  Score: Raw -544257.655115 + Penalty 2889.025204 = -541368.629911
  nChanged 3072
		SP:Iteration 1F (148674.510000 sec): 3 clusters
  Score: Raw -546038.690140 + Penalty 2889.025204 = -543149.664936
  nChanged 546
		SP:Iteration 2F (148674.710000 sec): 3 clusters
  Score: Raw -546347.708887 + Penalty 2889.025204 = -543458.683683
  nChanged 406
		SP:Iteration 3F (148674.890000 sec): 3 clusters
  Score: Raw -546579.935315 + Penalty 2889.025204 = -543690.910111
  nChanged 384
		SP:Iteration 4F (148675.090000 sec): 3 clusters
  Score: Raw -546791.916429 + Penalty 2889.025204 = -543902.891225
  nChanged 338
		SP:Iteration 5Q (148675.330000 sec): 3 clusters
  Score: Raw -546984.909455 + Penalty 2889.025204 = -544095.884251
  nChanged 330
		SP:Iteration 6Q (148675.490000 sec): 3 clusters
  Score: Raw -547164.300766 + Penalty 2889.025204 = -544275.275562
  nChanged 296
		SP:Iteration 7Q (148675.700000 sec): 3 clusters
  Score: Raw -547331.708041 + Penalty 2889.025204 = -544442.682837
  nChanged 277
		SP:Iteration 8Q (148675.890000 sec): 3 clusters
  Score: Raw -547498.124948 + Penalty 2889.025204 = -544609.099744
  nChanged 271
		SP:Iteration 9Q (148676.070000 sec): 3 clusters
  Score: Raw -547649.758702 + Penalty 2889.025204 = -544760.733498
  nChanged 225
		SP:Iteration 10Q (148676.250000 sec): 3 clusters
  Score: Raw -547778.598646 + Penalty 2889.025204 = -544889.573442
  nChanged 212
		SP:Iteration 11Q (148676.430000 sec): 3 clusters
  Score: Raw -547889.545779 + Penalty 2889.025204 = -545000.520575
  nChanged 165
		SP:Iteration 12Q (148676.630000 sec): 3 clusters
  Score: Raw -547966.039156 + Penalty 2889.025204 = -545077.013952
  nChanged 140
		SP:Iteration 13Q (148676.820000 sec): 3 clusters
  Score: Raw -548024.523673 + Penalty 2889.025204 = -545135.498469
  nChanged 119
		SP:Iteration 14Q (148677.010000 sec): 3 clusters
  Score: Raw -548084.530071 + Penalty 2889.025204 = -545195.504867
  nChanged 108
		SP:Iteration 15Q (148677.190000 sec): 3 clusters
  Score: Raw -548131.377389 + Penalty 2889.025204 = -545242.352185
  nChanged 90
		SP:Iteration 16Q (148677.380000 sec): 3 clusters
  Score: Raw -548169.065929 + Penalty 2889.025204 = -545280.040725
  nChanged 87
		SP:Iteration 17Q (148677.590000 sec): 3 clusters
  Score: Raw -548204.660543 + Penalty 2889.025204 = -545315.635339
  nChanged 93
		SP:Iteration 18Q (148677.870000 sec): 3 clusters
  Score: Raw -548253.281106 + Penalty 2889.025204 = -545364.255902
  nChanged 87
		SP:Iteration 19Q (148678.020000 sec): 3 clusters
  Score: Raw -548294.010592 + Penalty 2889.025204 = -545404.985388
  nChanged 85
		SP:Iteration 20F (148678.210000 sec): 3 clusters
  Score: Raw -548325.340251 + Penalty 2889.025204 = -545436.315047
  nChanged 72
		SP:Iteration 21Q (148678.390000 sec): 3 clusters
  Score: Raw -548351.800429 + Penalty 2889.025204 = -545462.775225
  nChanged 80
		SP:Iteration 22Q (148678.580000 sec): 3 clusters
  Score: Raw -548379.124844 + Penalty 2889.025204 = -545490.099640
  nChanged 55
		SP:Iteration 23Q (148678.770000 sec): 3 clusters
  Score: Raw -548399.875934 + Penalty 2889.025204 = -545510.850730
  nChanged 51
		SP:Iteration 24Q (148678.970000 sec): 3 clusters
  Score: Raw -548419.128122 + Penalty 2889.025204 = -545530.102918
  nChanged 48
		SP:Iteration 25Q (148679.210000 sec): 3 clusters
  Score: Raw -548439.662057 + Penalty 2889.025204 = -545550.636853
  nChanged 48
		SP:Iteration 26Q (148679.380000 sec): 3 clusters
  Score: Raw -548460.368372 + Penalty 2889.025204 = -545571.343168
  nChanged 42
		SP:Iteration 27Q (148679.580000 sec): 3 clusters
  Score: Raw -548478.533006 + Penalty 2889.025204 = -545589.507802
  nChanged 48
		SP:Iteration 28Q (148679.780000 sec): 3 clusters
  Score: Raw -548496.625966 + Penalty 2889.025204 = -545607.600762
  nChanged 44
		SP:Iteration 29Q (148679.970000 sec): 3 clusters
  Score: Raw -548514.071187 + Penalty 2889.025204 = -545625.045983
  nChanged 38
		SP:Iteration 30Q (148680.160000 sec): 3 clusters
  Score: Raw -548528.862527 + Penalty 2889.025204 = -545639.837323
  nChanged 34
		SP:Iteration 31Q (148680.360000 sec): 3 clusters
  Score: Raw -548540.718854 + Penalty 2889.025204 = -545651.693650
  nChanged 33
		SP:Iteration 32Q (148680.560000 sec): 3 clusters
  Score: Raw -548551.227359 + Penalty 2889.025204 = -545662.202155
  nChanged 26
		SP:Iteration 33Q (148680.730000 sec): 3 clusters
  Score: Raw -548559.983282 + Penalty 2889.025204 = -545670.958078
  nChanged 22
		SP:Iteration 34Q (148680.930000 sec): 3 clusters
  Score: Raw -548569.258780 + Penalty 2889.025204 = -545680.233576
  nChanged 27
		SP:Iteration 35Q (148681.130000 sec): 3 clusters
  Score: Raw -548581.492847 + Penalty 2889.025204 = -545692.467643
  nChanged 19
		SP:Iteration 36Q (148681.310000 sec): 3 clusters
  Score: Raw -548589.797868 + Penalty 2889.025204 = -545700.772664
  nChanged 19
		SP:Iteration 37Q (148681.510000 sec): 3 clusters
  Score: Raw -548598.125331 + Penalty 2889.025204 = -545709.100127
  nChanged 28
		SP:Iteration 38Q (148681.710000 sec): 3 clusters
  Score: Raw -548612.614647 + Penalty 2889.025204 = -545723.589443
  nChanged 30
		SP:Iteration 39Q (148681.900000 sec): 3 clusters
  Score: Raw -548625.879544 + Penalty 2889.025204 = -545736.854340
  nChanged 31
		SP:Iteration 40F (148682.100000 sec): 3 clusters
  Score: Raw -548639.411537 + Penalty 2889.025204 = -545750.386333
  nChanged 39
		SP:Iteration 41Q (148682.280000 sec): 3 clusters
  Score: Raw -548663.787521 + Penalty 2889.025204 = -545774.762317
  nChanged 43
		SP:Iteration 42Q (148682.460000 sec): 3 clusters
  Score: Raw -548686.562180 + Penalty 2889.025204 = -545797.536976
  nChanged 27
		SP:Iteration 43Q (148682.660000 sec): 3 clusters
  Score: Raw -548696.929463 + Penalty 2889.025204 = -545807.904259
  nChanged 19
		SP:Iteration 44Q (148682.850000 sec): 3 clusters
  Score: Raw -548708.049907 + Penalty 2889.025204 = -545819.024703
  nChanged 23
		SP:Iteration 45Q (148683.040000 sec): 3 clusters
  Score: Raw -548722.621122 + Penalty 2889.025204 = -545833.595918
  nChanged 29
		SP:Iteration 46Q (148683.230000 sec): 3 clusters
  Score: Raw -548740.173697 + Penalty 2889.025204 = -545851.148493
  nChanged 30
		SP:Iteration 47Q (148683.420000 sec): 3 clusters
  Score: Raw -548757.836545 + Penalty 2889.025204 = -545868.811342
  nChanged 29
		SP:Iteration 48Q (148683.600000 sec): 3 clusters
  Score: Raw -548776.618283 + Penalty 2889.025204 = -545887.593079
  nChanged 32
		SP:Iteration 49Q (148683.780000 sec): 3 clusters
  Score: Raw -548801.987617 + Penalty 2889.025204 = -545912.962413
  nChanged 36
		SP:Iteration 50Q (148683.970000 sec): 3 clusters
  Score: Raw -548826.933473 + Penalty 2889.025204 = -545937.908269
  nChanged 30
		SP:Iteration 51Q (148684.140000 sec): 3 clusters
  Score: Raw -548856.304317 + Penalty 2889.025204 = -545967.279113
  nChanged 30
		SP:Iteration 52Q (148684.330000 sec): 3 clusters
  Score: Raw -548879.104860 + Penalty 2889.025204 = -545990.079656
  nChanged 28
		SP:Iteration 53Q (148684.480000 sec): 3 clusters
  Score: Raw -548895.987434 + Penalty 2889.025204 = -546006.962230
  nChanged 24
		SP:Iteration 54Q (148684.660000 sec): 3 clusters
  Score: Raw -548908.640140 + Penalty 2889.025204 = -546019.614936
  nChanged 16
		SP:Iteration 55Q (148684.810000 sec): 3 clusters
  Score: Raw -548919.109426 + Penalty 2889.025204 = -546030.084222
  nChanged 16
		SP:Iteration 56Q (148685.030000 sec): 3 clusters
  Score: Raw -548926.137541 + Penalty 2889.025204 = -546037.112337
  nChanged 10
		SP:Iteration 57Q (148685.230000 sec): 3 clusters
  Score: Raw -548931.104649 + Penalty 2889.025204 = -546042.079445
  nChanged 9
		SP:Iteration 58Q (148685.390000 sec): 3 clusters
  Score: Raw -548935.337855 + Penalty 2889.025204 = -546046.312651
  nChanged 9
		SP:Iteration 59Q (148685.530000 sec): 3 clusters
  Score: Raw -548938.194416 + Penalty 2889.025204 = -546049.169212
  nChanged 8
		SP:Iteration 60F (148685.700000 sec): 3 clusters
  Score: Raw -548941.179010 + Penalty 2889.025204 = -546052.153806
  nChanged 7
		SP:Iteration 61Q (148685.890000 sec): 3 clusters
  Score: Raw -548945.988329 + Penalty 2889.025204 = -546056.963125
  nChanged 6
		SP:Iteration 62Q (148686.070000 sec): 3 clusters
  Score: Raw -548948.843388 + Penalty 2889.025204 = -546059.818184
  nChanged 2
		SP:Iteration 63Q (148686.260000 sec): 3 clusters
  Score: Raw -548949.904976 + Penalty 2889.025204 = -546060.879772
  nChanged 2
		SP:Iteration 64Q (148686.460000 sec): 3 clusters
  Score: Raw -548950.474580 + Penalty 2889.025204 = -546061.449376
  nChanged 1
		SP:Iteration 65Q (148686.670000 sec): 3 clusters
  Score: Raw -548950.699902 + Penalty 2889.025204 = -546061.674698
  nChanged 0
		SP:Iteration 66F (148686.830000 sec): 3 clusters
  Score: Raw -548950.699902 + Penalty 2889.025204 = -546061.674698
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 51 (23278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148687.050000 sec): 2 clusters
  Score: Raw -1937041.413092 + Penalty 1633.980398 = -1935407.432694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148687.330000 sec): 3 clusters
  Score: Raw -1922932.782830 + Penalty 3267.960796 = -1919664.822034
  nChanged 10588
		SP:Iteration 1F (148687.650000 sec): 3 clusters
  Score: Raw -1928850.996599 + Penalty 3267.960796 = -1925583.035803
  nChanged 1292
		SP:Iteration 2F (148687.940000 sec): 3 clusters
  Score: Raw -1929503.980247 + Penalty 3267.960796 = -1926236.019451
  nChanged 1348
		SP:Iteration 3F (148688.270000 sec): 3 clusters
  Score: Raw -1930420.616278 + Penalty 3267.960796 = -1927152.655483
  nChanged 1611
		SP:Iteration 4F (148688.540000 sec): 3 clusters
  Score: Raw -1931768.469003 + Penalty 3267.960796 = -1928500.508208
  nChanged 1844
		SP:Iteration 5F (148688.840000 sec): 3 clusters
  Score: Raw -1933537.156622 + Penalty 3267.960796 = -1930269.195826
  nChanged 1856
		SP:Iteration 6F (148689.140000 sec): 3 clusters
  Score: Raw -1935372.191956 + Penalty 3267.960796 = -1932104.231160
  nChanged 1629
		SP:Iteration 7F (148689.450000 sec): 3 clusters
  Score: Raw -1937560.891164 + Penalty 3267.960796 = -1934292.930368
  nChanged 1463
		SP:Iteration 8F (148689.720000 sec): 3 clusters
  Score: Raw -1940543.542441 + Penalty 3267.960796 = -1937275.581645
  nChanged 1207
		SP:Iteration 9F (148690.070000 sec): 3 clusters
  Score: Raw -1942263.590308 + Penalty 3267.960796 = -1938995.629513
  nChanged 986
		SP:Iteration 10Q (148690.380000 sec): 3 clusters
  Score: Raw -1943433.780253 + Penalty 3267.960796 = -1940165.819457
  nChanged 742
		SP:Iteration 11Q (148690.720000 sec): 3 clusters
  Score: Raw -1944196.935956 + Penalty 3267.960796 = -1940928.975160
  nChanged 529
		SP:Iteration 12Q (148691.080000 sec): 3 clusters
  Score: Raw -1944505.910359 + Penalty 3267.960796 = -1941237.949563
  nChanged 267
		SP:Iteration 13Q (148691.380000 sec): 3 clusters
  Score: Raw -1944599.125964 + Penalty 3267.960796 = -1941331.165168
  nChanged 156
		SP:Iteration 14Q (148691.740000 sec): 3 clusters
  Score: Raw -1944635.520512 + Penalty 3267.960796 = -1941367.559717
  nChanged 82
		SP:Iteration 15Q (148692.050000 sec): 3 clusters
  Score: Raw -1944650.466825 + Penalty 3267.960796 = -1941382.506029
  nChanged 58
		SP:Iteration 16Q (148692.370000 sec): 3 clusters
  Score: Raw -1944657.654222 + Penalty 3267.960796 = -1941389.693426
  nChanged 35
		SP:Iteration 17Q (148692.690000 sec): 3 clusters
  Score: Raw -1944660.889189 + Penalty 3267.960796 = -1941392.928393
  nChanged 25
		SP:Iteration 18Q (148693.010000 sec): 3 clusters
  Score: Raw -1944663.055979 + Penalty 3267.960796 = -1941395.095183
  nChanged 15
		SP:Iteration 19Q (148693.280000 sec): 3 clusters
  Score: Raw -1944664.044268 + Penalty 3267.960796 = -1941396.083472
  nChanged 12
		SP:Iteration 20F (148693.620000 sec): 3 clusters
  Score: Raw -1944665.092127 + Penalty 3267.960796 = -1941397.131331
  nChanged 12
		SP:Iteration 21Q (148693.930000 sec): 3 clusters
  Score: Raw -1944666.126303 + Penalty 3267.960796 = -1941398.165507
  nChanged 15
		SP:Iteration 22Q (148694.260000 sec): 3 clusters
  Score: Raw -1944667.278935 + Penalty 3267.960796 = -1941399.318139
  nChanged 15
		SP:Iteration 23Q (148694.600000 sec): 3 clusters
  Score: Raw -1944667.955228 + Penalty 3267.960796 = -1941399.994432
  nChanged 7
		SP:Iteration 24Q (148694.930000 sec): 3 clusters
  Score: Raw -1944668.176762 + Penalty 3267.960796 = -1941400.215966
  nChanged 2
		SP:Iteration 25Q (148695.270000 sec): 3 clusters
  Score: Raw -1944668.242588 + Penalty 3267.960796 = -1941400.281792
  nChanged 3
		SP:Iteration 26Q (148695.560000 sec): 3 clusters
  Score: Raw -1944668.348554 + Penalty 3267.960796 = -1941400.387758
  nChanged 3
		SP:Iteration 27Q (148695.900000 sec): 3 clusters
  Score: Raw -1944668.475530 + Penalty 3267.960796 = -1941400.514734
  nChanged 2
		SP:Iteration 28Q (148696.220000 sec): 3 clusters
  Score: Raw -1944668.550907 + Penalty 3267.960796 = -1941400.590112
  nChanged 1
		SP:Iteration 29Q (148696.500000 sec): 3 clusters
  Score: Raw -1944668.611286 + Penalty 3267.960796 = -1941400.650490
  nChanged 1
		SP:Iteration 30Q (148696.830000 sec): 3 clusters
  Score: Raw -1944668.670502 + Penalty 3267.960796 = -1941400.709706
  nChanged 0
		SP:Iteration 31F (148697.160000 sec): 3 clusters
  Score: Raw -1944668.670502 + Penalty 3267.960796 = -1941400.709706
  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 10.71 GB.

 Trying to split cluster 52 (1688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148697.240000 sec): 2 clusters
  Score: Raw -133170.216013 + Penalty 1207.586197 = -131962.629816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148697.410000 sec): 3 clusters
  Score: Raw -132486.187061 + Penalty 2415.172394 = -130071.014667
  nChanged 577
		SP:Iteration 1F (148697.590000 sec): 3 clusters
  Score: Raw -132916.403768 + Penalty 2415.172394 = -130501.231374
  nChanged 162
		SP:Iteration 2F (148697.760000 sec): 3 clusters
  Score: Raw -133082.120985 + Penalty 2415.172394 = -130666.948591
  nChanged 115
		SP:Iteration 3F (148697.940000 sec): 3 clusters
  Score: Raw -133234.259316 + Penalty 2415.172394 = -130819.086921
  nChanged 104
		SP:Iteration 4F (148698.120000 sec): 3 clusters
  Score: Raw -133383.758324 + Penalty 2415.172394 = -130968.585930
  nChanged 96
		SP:Iteration 5F (148698.290000 sec): 3 clusters
  Score: Raw -133538.815835 + Penalty 2415.172394 = -131123.643441
  nChanged 82
		SP:Iteration 6Q (148698.470000 sec): 3 clusters
  Score: Raw -133660.610829 + Penalty 2415.172394 = -131245.438434
  nChanged 48
		SP:Iteration 7Q (148698.640000 sec): 3 clusters
  Score: Raw -133721.403542 + Penalty 2415.172394 = -131306.231148
  nChanged 39
		SP:Iteration 8Q (148698.820000 sec): 3 clusters
  Score: Raw -133774.169319 + Penalty 2415.172394 = -131358.996924
  nChanged 40
		SP:Iteration 9Q (148698.990000 sec): 3 clusters
  Score: Raw -133846.280563 + Penalty 2415.172394 = -131431.108168
  nChanged 33
		SP:Iteration 10Q (148699.170000 sec): 3 clusters
  Score: Raw -133884.698806 + Penalty 2415.172394 = -131469.526412
  nChanged 16
		SP:Iteration 11Q (148699.340000 sec): 3 clusters
  Score: Raw -133900.301900 + Penalty 2415.172394 = -131485.129506
  nChanged 11
		SP:Iteration 12Q (148699.520000 sec): 3 clusters
  Score: Raw -133908.459392 + Penalty 2415.172394 = -131493.286998
  nChanged 7
		SP:Iteration 13Q (148699.700000 sec): 3 clusters
  Score: Raw -133912.780881 + Penalty 2415.172394 = -131497.608486
  nChanged 6
		SP:Iteration 14Q (148699.870000 sec): 3 clusters
  Score: Raw -133915.816052 + Penalty 2415.172394 = -131500.643658
  nChanged 2
		SP:Iteration 15Q (148700.050000 sec): 3 clusters
  Score: Raw -133916.852895 + Penalty 2415.172394 = -131501.680501
  nChanged 3
		SP:Iteration 16Q (148700.220000 sec): 3 clusters
  Score: Raw -133918.219990 + Penalty 2415.172394 = -131503.047595
  nChanged 4
		SP:Iteration 17Q (148700.400000 sec): 3 clusters
  Score: Raw -133921.473170 + Penalty 2415.172394 = -131506.300775
  nChanged 9
		SP:Iteration 18Q (148700.580000 sec): 3 clusters
  Score: Raw -133930.869268 + Penalty 2415.172394 = -131515.696873
  nChanged 8
		SP:Iteration 19Q (148700.750000 sec): 3 clusters
  Score: Raw -133945.569697 + Penalty 2415.172394 = -131530.397303
  nChanged 17
		SP:Iteration 20F (148700.930000 sec): 3 clusters
  Score: Raw -134001.992868 + Penalty 2415.172394 = -131586.820474
  nChanged 30
		SP:Iteration 21Q (148701.100000 sec): 3 clusters
  Score: Raw -134137.417235 + Penalty 2415.172394 = -131722.244841
  nChanged 34
		SP:Iteration 22Q (148701.280000 sec): 3 clusters
  Score: Raw -134248.543029 + Penalty 2415.172394 = -131833.370634
  nChanged 23
		SP:Iteration 23Q (148701.450000 sec): 3 clusters
  Score: Raw -134278.332983 + Penalty 2415.172394 = -131863.160589
  nChanged 15
		SP:Iteration 24Q (148701.610000 sec): 3 clusters
  Score: Raw -134288.794757 + Penalty 2415.172394 = -131873.622363
  nChanged 6
		SP:Iteration 25Q (148701.770000 sec): 3 clusters
  Score: Raw -134292.897362 + Penalty 2415.172394 = -131877.724968
  nChanged 3
		SP:Iteration 26Q (148701.950000 sec): 3 clusters
  Score: Raw -134294.348615 + Penalty 2415.172394 = -131879.176221
  nChanged 1
		SP:Iteration 27Q (148702.120000 sec): 3 clusters
  Score: Raw -134295.137812 + Penalty 2415.172394 = -131879.965417
  nChanged 0
		SP:Iteration 28F (148702.290000 sec): 3 clusters
  Score: Raw -134295.137812 + Penalty 2415.172394 = -131879.965417
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 53 (3687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148702.380000 sec): 2 clusters
  Score: Raw -274061.281903 + Penalty 1334.542365 = -272726.739538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148702.560000 sec): 3 clusters
  Score: Raw -272231.311715 + Penalty 2669.084729 = -269562.226986
  nChanged 1472
		SP:Iteration 1F (148702.740000 sec): 3 clusters
  Score: Raw -273268.216989 + Penalty 2669.084729 = -270599.132259
  nChanged 384
		SP:Iteration 2F (148702.910000 sec): 3 clusters
  Score: Raw -273720.426757 + Penalty 2669.084729 = -271051.342027
  nChanged 355
		SP:Iteration 3F (148703.090000 sec): 3 clusters
  Score: Raw -274200.410536 + Penalty 2669.084729 = -271531.325807
  nChanged 289
		SP:Iteration 4F (148703.260000 sec): 3 clusters
  Score: Raw -274571.289893 + Penalty 2669.084729 = -271902.205164
  nChanged 226
		SP:Iteration 5F (148703.440000 sec): 3 clusters
  Score: Raw -274814.869356 + Penalty 2669.084729 = -272145.784626
  nChanged 165
		SP:Iteration 6Q (148703.620000 sec): 3 clusters
  Score: Raw -274968.547393 + Penalty 2669.084729 = -272299.462663
  nChanged 127
		SP:Iteration 7Q (148703.790000 sec): 3 clusters
  Score: Raw -275085.878680 + Penalty 2669.084729 = -272416.793951
  nChanged 104
		SP:Iteration 8Q (148703.970000 sec): 3 clusters
  Score: Raw -275170.625052 + Penalty 2669.084729 = -272501.540323
  nChanged 83
		SP:Iteration 9Q (148704.140000 sec): 3 clusters
  Score: Raw -275235.705950 + Penalty 2669.084729 = -272566.621221
  nChanged 68
		SP:Iteration 10Q (148704.320000 sec): 3 clusters
  Score: Raw -275270.586146 + Penalty 2669.084729 = -272601.501416
  nChanged 52
		SP:Iteration 11Q (148704.500000 sec): 3 clusters
  Score: Raw -275304.595708 + Penalty 2669.084729 = -272635.510978
  nChanged 38
		SP:Iteration 12Q (148704.670000 sec): 3 clusters
  Score: Raw -275330.846068 + Penalty 2669.084729 = -272661.761338
  nChanged 34
		SP:Iteration 13Q (148704.850000 sec): 3 clusters
  Score: Raw -275350.678963 + Penalty 2669.084729 = -272681.594234
  nChanged 26
		SP:Iteration 14Q (148705.020000 sec): 3 clusters
  Score: Raw -275364.680972 + Penalty 2669.084729 = -272695.596242
  nChanged 20
		SP:Iteration 15Q (148705.200000 sec): 3 clusters
  Score: Raw -275371.166987 + Penalty 2669.084729 = -272702.082258
  nChanged 8
		SP:Iteration 16Q (148705.380000 sec): 3 clusters
  Score: Raw -275373.193975 + Penalty 2669.084729 = -272704.109246
  nChanged 10
		SP:Iteration 17Q (148705.550000 sec): 3 clusters
  Score: Raw -275375.850671 + Penalty 2669.084729 = -272706.765942
  nChanged 7
		SP:Iteration 18Q (148705.720000 sec): 3 clusters
  Score: Raw -275377.822252 + Penalty 2669.084729 = -272708.737523
  nChanged 5
		SP:Iteration 19Q (148705.900000 sec): 3 clusters
  Score: Raw -275379.077457 + Penalty 2669.084729 = -272709.992728
  nChanged 7
		SP:Iteration 20F (148706.080000 sec): 3 clusters
  Score: Raw -275380.825169 + Penalty 2669.084729 = -272711.740440
  nChanged 3
		SP:Iteration 21Q (148706.250000 sec): 3 clusters
  Score: Raw -275381.371485 + Penalty 2669.084729 = -272712.286756
  nChanged 2
		SP:Iteration 22Q (148706.430000 sec): 3 clusters
  Score: Raw -275381.766929 + Penalty 2669.084729 = -272712.682199
  nChanged 4
		SP:Iteration 23Q (148706.600000 sec): 3 clusters
  Score: Raw -275382.591789 + Penalty 2669.084729 = -272713.507059
  nChanged 4
		SP:Iteration 24Q (148706.780000 sec): 3 clusters
  Score: Raw -275384.925340 + Penalty 2669.084729 = -272715.840611
  nChanged 3
		SP:Iteration 25Q (148706.960000 sec): 3 clusters
  Score: Raw -275386.585635 + Penalty 2669.084729 = -272717.500906
  nChanged 1
		SP:Iteration 26Q (148707.130000 sec): 3 clusters
  Score: Raw -275386.852449 + Penalty 2669.084729 = -272717.767719
  nChanged 2
		SP:Iteration 27Q (148707.310000 sec): 3 clusters
  Score: Raw -275387.197847 + Penalty 2669.084729 = -272718.113118
  nChanged 2
		SP:Iteration 28Q (148707.480000 sec): 3 clusters
  Score: Raw -275387.775113 + Penalty 2669.084729 = -272718.690384
  nChanged 0
		SP:Iteration 29F (148707.660000 sec): 3 clusters
  Score: Raw -275387.775113 + Penalty 2669.084729 = -272718.690384
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 54 (3675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148707.760000 sec): 2 clusters
  Score: Raw -326972.772561 + Penalty 1334.012617 = -325638.759944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148707.920000 sec): 3 clusters
  Score: Raw -325140.030539 + Penalty 2668.025234 = -322472.005305
  nChanged 1423
		SP:Iteration 1F (148708.080000 sec): 3 clusters
  Score: Raw -325901.331579 + Penalty 2668.025234 = -323233.306346
  nChanged 282
		SP:Iteration 2F (148708.240000 sec): 3 clusters
  Score: Raw -326065.410369 + Penalty 2668.025234 = -323397.385135
  nChanged 220
		SP:Iteration 3F (148708.410000 sec): 3 clusters
  Score: Raw -326186.414617 + Penalty 2668.025234 = -323518.389383
  nChanged 157
		SP:Iteration 4Q (148708.580000 sec): 3 clusters
  Score: Raw -326276.395108 + Penalty 2668.025234 = -323608.369874
  nChanged 147
		SP:Iteration 5Q (148708.760000 sec): 3 clusters
  Score: Raw -326362.490411 + Penalty 2668.025234 = -323694.465177
  nChanged 113
		SP:Iteration 6Q (148708.940000 sec): 3 clusters
  Score: Raw -326427.296851 + Penalty 2668.025234 = -323759.271617
  nChanged 103
		SP:Iteration 7Q (148709.110000 sec): 3 clusters
  Score: Raw -326480.144852 + Penalty 2668.025234 = -323812.119619
  nChanged 97
		SP:Iteration 8Q (148709.290000 sec): 3 clusters
  Score: Raw -326535.668163 + Penalty 2668.025234 = -323867.642929
  nChanged 85
		SP:Iteration 9Q (148709.460000 sec): 3 clusters
  Score: Raw -326585.085843 + Penalty 2668.025234 = -323917.060609
  nChanged 80
		SP:Iteration 10Q (148709.640000 sec): 3 clusters
  Score: Raw -326632.055681 + Penalty 2668.025234 = -323964.030447
  nChanged 74
		SP:Iteration 11Q (148709.820000 sec): 3 clusters
  Score: Raw -326673.367735 + Penalty 2668.025234 = -324005.342501
  nChanged 72
		SP:Iteration 12Q (148709.990000 sec): 3 clusters
  Score: Raw -326711.173521 + Penalty 2668.025234 = -324043.148287
  nChanged 66
		SP:Iteration 13Q (148710.170000 sec): 3 clusters
  Score: Raw -326748.541308 + Penalty 2668.025234 = -324080.516074
  nChanged 71
		SP:Iteration 14Q (148710.340000 sec): 3 clusters
  Score: Raw -326788.309865 + Penalty 2668.025234 = -324120.284631
  nChanged 53
		SP:Iteration 15Q (148710.520000 sec): 3 clusters
  Score: Raw -326818.717774 + Penalty 2668.025234 = -324150.692541
  nChanged 50
		SP:Iteration 16Q (148710.690000 sec): 3 clusters
  Score: Raw -326848.721227 + Penalty 2668.025234 = -324180.695993
  nChanged 39
		SP:Iteration 17Q (148710.870000 sec): 3 clusters
  Score: Raw -326869.710052 + Penalty 2668.025234 = -324201.684819
  nChanged 36
		SP:Iteration 18Q (148711.040000 sec): 3 clusters
  Score: Raw -326889.918012 + Penalty 2668.025234 = -324221.892779
  nChanged 46
		SP:Iteration 19Q (148711.220000 sec): 3 clusters
  Score: Raw -326919.302491 + Penalty 2668.025234 = -324251.277257
  nChanged 45
		SP:Iteration 20F (148711.400000 sec): 3 clusters
  Score: Raw -326950.905290 + Penalty 2668.025234 = -324282.880057
  nChanged 44
		SP:Iteration 21Q (148711.570000 sec): 3 clusters
  Score: Raw -326979.713588 + Penalty 2668.025234 = -324311.688354
  nChanged 45
		SP:Iteration 22Q (148711.750000 sec): 3 clusters
  Score: Raw -327007.865209 + Penalty 2668.025234 = -324339.839975
  nChanged 39
		SP:Iteration 23Q (148711.920000 sec): 3 clusters
  Score: Raw -327027.837477 + Penalty 2668.025234 = -324359.812243
  nChanged 24
		SP:Iteration 24Q (148712.100000 sec): 3 clusters
  Score: Raw -327043.769229 + Penalty 2668.025234 = -324375.743995
  nChanged 22
		SP:Iteration 25Q (148712.280000 sec): 3 clusters
  Score: Raw -327056.126745 + Penalty 2668.025234 = -324388.101511
  nChanged 23
		SP:Iteration 26Q (148712.450000 sec): 3 clusters
  Score: Raw -327069.624077 + Penalty 2668.025234 = -324401.598843
  nChanged 22
		SP:Iteration 27Q (148712.630000 sec): 3 clusters
  Score: Raw -327081.925465 + Penalty 2668.025234 = -324413.900232
  nChanged 16
		SP:Iteration 28Q (148712.800000 sec): 3 clusters
  Score: Raw -327093.520140 + Penalty 2668.025234 = -324425.494906
  nChanged 22
		SP:Iteration 29Q (148712.980000 sec): 3 clusters
  Score: Raw -327108.584182 + Penalty 2668.025234 = -324440.558949
  nChanged 18
		SP:Iteration 30Q (148713.160000 sec): 3 clusters
  Score: Raw -327118.404844 + Penalty 2668.025234 = -324450.379610
  nChanged 14
		SP:Iteration 31Q (148713.330000 sec): 3 clusters
  Score: Raw -327126.888281 + Penalty 2668.025234 = -324458.863048
  nChanged 11
		SP:Iteration 32Q (148713.500000 sec): 3 clusters
  Score: Raw -327134.228593 + Penalty 2668.025234 = -324466.203359
  nChanged 8
		SP:Iteration 33Q (148713.680000 sec): 3 clusters
  Score: Raw -327140.504162 + Penalty 2668.025234 = -324472.478929
  nChanged 10
		SP:Iteration 34Q (148713.860000 sec): 3 clusters
  Score: Raw -327145.578900 + Penalty 2668.025234 = -324477.553666
  nChanged 10
		SP:Iteration 35Q (148714.030000 sec): 3 clusters
  Score: Raw -327151.693052 + Penalty 2668.025234 = -324483.667818
  nChanged 11
		SP:Iteration 36Q (148714.200000 sec): 3 clusters
  Score: Raw -327157.628332 + Penalty 2668.025234 = -324489.603098
  nChanged 8
		SP:Iteration 37Q (148714.380000 sec): 3 clusters
  Score: Raw -327160.662147 + Penalty 2668.025234 = -324492.636913
  nChanged 4
		SP:Iteration 38Q (148714.550000 sec): 3 clusters
  Score: Raw -327161.406258 + Penalty 2668.025234 = -324493.381025
  nChanged 1
		SP:Iteration 39Q (148714.730000 sec): 3 clusters
  Score: Raw -327161.645489 + Penalty 2668.025234 = -324493.620255
  nChanged 1
		SP:Iteration 40F (148714.900000 sec): 3 clusters
  Score: Raw -327161.796236 + Penalty 2668.025234 = -324493.771002
  nChanged 2
		SP:Iteration 41Q (148715.070000 sec): 3 clusters
  Score: Raw -327162.466423 + Penalty 2668.025234 = -324494.441189
  nChanged 1
		SP:Iteration 42Q (148715.250000 sec): 3 clusters
  Score: Raw -327163.019270 + Penalty 2668.025234 = -324494.994036
  nChanged 3
		SP:Iteration 43Q (148715.430000 sec): 3 clusters
  Score: Raw -327164.694611 + Penalty 2668.025234 = -324496.669378
  nChanged 3
		SP:Iteration 44Q (148715.600000 sec): 3 clusters
  Score: Raw -327166.860395 + Penalty 2668.025234 = -324498.835161
  nChanged 2
		SP:Iteration 45Q (148715.780000 sec): 3 clusters
  Score: Raw -327167.824078 + Penalty 2668.025234 = -324499.798844
  nChanged 3
		SP:Iteration 46Q (148715.950000 sec): 3 clusters
  Score: Raw -327170.117397 + Penalty 2668.025234 = -324502.092163
  nChanged 5
		SP:Iteration 47Q (148716.130000 sec): 3 clusters
  Score: Raw -327172.156635 + Penalty 2668.025234 = -324504.131402
  nChanged 2
		SP:Iteration 48Q (148716.310000 sec): 3 clusters
  Score: Raw -327173.383341 + Penalty 2668.025234 = -324505.358107
  nChanged 3
		SP:Iteration 49Q (148716.480000 sec): 3 clusters
  Score: Raw -327175.042405 + Penalty 2668.025234 = -324507.017171
  nChanged 5
		SP:Iteration 50Q (148716.660000 sec): 3 clusters
  Score: Raw -327177.725984 + Penalty 2668.025234 = -324509.700750
  nChanged 5
		SP:Iteration 51Q (148716.830000 sec): 3 clusters
  Score: Raw -327180.751074 + Penalty 2668.025234 = -324512.725840
  nChanged 9
		SP:Iteration 52Q (148717.010000 sec): 3 clusters
  Score: Raw -327185.032035 + Penalty 2668.025234 = -324517.006801
  nChanged 5
		SP:Iteration 53Q (148717.190000 sec): 3 clusters
  Score: Raw -327187.574652 + Penalty 2668.025234 = -324519.549419
  nChanged 7
		SP:Iteration 54Q (148717.360000 sec): 3 clusters
  Score: Raw -327191.604413 + Penalty 2668.025234 = -324523.579180
  nChanged 4
		SP:Iteration 55Q (148717.530000 sec): 3 clusters
  Score: Raw -327193.925222 + Penalty 2668.025234 = -324525.899988
  nChanged 4
		SP:Iteration 56Q (148717.710000 sec): 3 clusters
  Score: Raw -327195.613215 + Penalty 2668.025234 = -324527.587981
  nChanged 3
		SP:Iteration 57Q (148717.890000 sec): 3 clusters
  Score: Raw -327197.510555 + Penalty 2668.025234 = -324529.485321
  nChanged 4
		SP:Iteration 58Q (148718.060000 sec): 3 clusters
  Score: Raw -327198.915055 + Penalty 2668.025234 = -324530.889821
  nChanged 5
		SP:Iteration 59Q (148718.230000 sec): 3 clusters
  Score: Raw -327201.805258 + Penalty 2668.025234 = -324533.780024
  nChanged 5
		SP:Iteration 60F (148718.390000 sec): 3 clusters
  Score: Raw -327204.069649 + Penalty 2668.025234 = -324536.044415
  nChanged 4
		SP:Iteration 61Q (148718.550000 sec): 3 clusters
  Score: Raw -327205.390688 + Penalty 2668.025234 = -324537.365454
  nChanged 2
		SP:Iteration 62Q (148718.710000 sec): 3 clusters
  Score: Raw -327205.722826 + Penalty 2668.025234 = -324537.697592
  nChanged 1
		SP:Iteration 63Q (148718.870000 sec): 3 clusters
  Score: Raw -327206.025015 + Penalty 2668.025234 = -324537.999781
  nChanged 1
		SP:Iteration 64Q (148719.030000 sec): 3 clusters
  Score: Raw -327206.315158 + Penalty 2668.025234 = -324538.289924
  nChanged 1
		SP:Iteration 65Q (148719.190000 sec): 3 clusters
  Score: Raw -327207.479563 + Penalty 2668.025234 = -324539.454329
  nChanged 2
		SP:Iteration 66Q (148719.360000 sec): 3 clusters
  Score: Raw -327208.022157 + Penalty 2668.025234 = -324539.996923
  nChanged 1
		SP:Iteration 67Q (148719.530000 sec): 3 clusters
  Score: Raw -327208.485288 + Penalty 2668.025234 = -324540.460054
  nChanged 1
		SP:Iteration 68Q (148719.710000 sec): 3 clusters
  Score: Raw -327208.693140 + Penalty 2668.025234 = -324540.667906
  nChanged 0
		SP:Iteration 69F (148719.880000 sec): 3 clusters
  Score: Raw -327208.693140 + Penalty 2668.025234 = -324540.667906
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 55 (1044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148719.960000 sec): 2 clusters
  Score: Raw -90136.182518 + Penalty 1129.507400 = -89006.675118
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148720.140000 sec): 3 clusters
  Score: Raw -89862.098797 + Penalty 2259.014800 = -87603.083998
  nChanged 328
		SP:Iteration 1F (148720.310000 sec): 3 clusters
  Score: Raw -90315.064974 + Penalty 2259.014800 = -88056.050174
  nChanged 118
		SP:Iteration 2F (148720.490000 sec): 3 clusters
  Score: Raw -90547.836093 + Penalty 2259.014800 = -88288.821293
  nChanged 80
		SP:Iteration 3F (148720.660000 sec): 3 clusters
  Score: Raw -90707.905184 + Penalty 2259.014800 = -88448.890384
  nChanged 56
		SP:Iteration 4F (148720.840000 sec): 3 clusters
  Score: Raw -90847.453397 + Penalty 2259.014800 = -88588.438597
  nChanged 46
		SP:Iteration 5Q (148721.020000 sec): 3 clusters
  Score: Raw -90961.641414 + Penalty 2259.014800 = -88702.626614
  nChanged 48
		SP:Iteration 6Q (148721.190000 sec): 3 clusters
  Score: Raw -91055.781101 + Penalty 2259.014800 = -88796.766301
  nChanged 39
		SP:Iteration 7Q (148721.320000 sec): 3 clusters
  Score: Raw -91135.810890 + Penalty 2259.014800 = -88876.796090
  nChanged 32
		SP:Iteration 8Q (148721.500000 sec): 3 clusters
  Score: Raw -91193.976125 + Penalty 2259.014800 = -88934.961326
  nChanged 23
		SP:Iteration 9Q (148721.670000 sec): 3 clusters
  Score: Raw -91225.898538 + Penalty 2259.014800 = -88966.883738
  nChanged 26
		SP:Iteration 10Q (148721.850000 sec): 3 clusters
  Score: Raw -91271.621552 + Penalty 2259.014800 = -89012.606752
  nChanged 20
		SP:Iteration 11Q (148722.020000 sec): 3 clusters
  Score: Raw -91303.565347 + Penalty 2259.014800 = -89044.550548
  nChanged 13
		SP:Iteration 12Q (148722.200000 sec): 3 clusters
  Score: Raw -91322.447870 + Penalty 2259.014800 = -89063.433070
  nChanged 8
		SP:Iteration 13Q (148722.380000 sec): 3 clusters
  Score: Raw -91331.498619 + Penalty 2259.014800 = -89072.483819
  nChanged 4
		SP:Iteration 14Q (148722.550000 sec): 3 clusters
  Score: Raw -91338.191403 + Penalty 2259.014800 = -89079.176604
  nChanged 2
		SP:Iteration 15Q (148722.730000 sec): 3 clusters
  Score: Raw -91340.287488 + Penalty 2259.014800 = -89081.272688
  nChanged 1
		SP:Iteration 16Q (148722.900000 sec): 3 clusters
  Score: Raw -91341.399476 + Penalty 2259.014800 = -89082.384676
  nChanged 2
		SP:Iteration 17Q (148723.080000 sec): 3 clusters
  Score: Raw -91345.473857 + Penalty 2259.014800 = -89086.459057
  nChanged 1
		SP:Iteration 18Q (148723.260000 sec): 3 clusters
  Score: Raw -91346.305083 + Penalty 2259.014800 = -89087.290283
  nChanged 0
		SP:Iteration 19F (148723.430000 sec): 3 clusters
  Score: Raw -91346.305083 + Penalty 2259.014800 = -89087.290283
  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 10.71 GB.

 Trying to split cluster 56 (7771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148723.530000 sec): 2 clusters
  Score: Raw -604763.012928 + Penalty 1455.700047 = -603307.312881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148723.700000 sec): 3 clusters
  Score: Raw -600446.196698 + Penalty 2911.400094 = -597534.796604
  nChanged 3302
		SP:Iteration 1F (148723.870000 sec): 3 clusters
  Score: Raw -602415.056667 + Penalty 2911.400094 = -599503.656573
  nChanged 588
		SP:Iteration 2F (148724.040000 sec): 3 clusters
  Score: Raw -602755.914836 + Penalty 2911.400094 = -599844.514742
  nChanged 510
		SP:Iteration 3F (148724.220000 sec): 3 clusters
  Score: Raw -603036.641711 + Penalty 2911.400094 = -600125.241617
  nChanged 448
		SP:Iteration 4F (148724.380000 sec): 3 clusters
  Score: Raw -603326.859014 + Penalty 2911.400094 = -600415.458920
  nChanged 410
		SP:Iteration 5F (148724.560000 sec): 3 clusters
  Score: Raw -603606.936661 + Penalty 2911.400094 = -600695.536567
  nChanged 390
		SP:Iteration 6F (148724.730000 sec): 3 clusters
  Score: Raw -603893.824689 + Penalty 2911.400094 = -600982.424595
  nChanged 361
		SP:Iteration 7Q (148724.910000 sec): 3 clusters
  Score: Raw -604192.974795 + Penalty 2911.400094 = -601281.574701
  nChanged 324
		SP:Iteration 8Q (148725.090000 sec): 3 clusters
  Score: Raw -604450.477017 + Penalty 2911.400094 = -601539.076923
  nChanged 286
		SP:Iteration 9Q (148725.260000 sec): 3 clusters
  Score: Raw -604688.712567 + Penalty 2911.400094 = -601777.312473
  nChanged 245
		SP:Iteration 10Q (148725.430000 sec): 3 clusters
  Score: Raw -604868.174832 + Penalty 2911.400094 = -601956.774738
  nChanged 189
		SP:Iteration 11Q (148725.620000 sec): 3 clusters
  Score: Raw -605003.172000 + Penalty 2911.400094 = -602091.771906
  nChanged 148
		SP:Iteration 12Q (148725.800000 sec): 3 clusters
  Score: Raw -605122.279080 + Penalty 2911.400094 = -602210.878986
  nChanged 125
		SP:Iteration 13Q (148725.960000 sec): 3 clusters
  Score: Raw -605215.731516 + Penalty 2911.400094 = -602304.331422
  nChanged 98
		SP:Iteration 14Q (148726.130000 sec): 3 clusters
  Score: Raw -605286.305852 + Penalty 2911.400094 = -602374.905758
  nChanged 86
		SP:Iteration 15Q (148726.290000 sec): 3 clusters
  Score: Raw -605350.402986 + Penalty 2911.400094 = -602439.002892
  nChanged 90
		SP:Iteration 16Q (148726.460000 sec): 3 clusters
  Score: Raw -605414.047089 + Penalty 2911.400094 = -602502.646995
  nChanged 80
		SP:Iteration 17Q (148726.630000 sec): 3 clusters
  Score: Raw -605473.555677 + Penalty 2911.400094 = -602562.155583
  nChanged 76
		SP:Iteration 18Q (148726.810000 sec): 3 clusters
  Score: Raw -605508.729199 + Penalty 2911.400094 = -602597.329105
  nChanged 57
		SP:Iteration 19Q (148727.010000 sec): 3 clusters
  Score: Raw -605529.834891 + Penalty 2911.400094 = -602618.434797
  nChanged 33
		SP:Iteration 20F (148727.240000 sec): 3 clusters
  Score: Raw -605539.329010 + Penalty 2911.400094 = -602627.928916
  nChanged 28
		SP:Iteration 21Q (148727.500000 sec): 3 clusters
  Score: Raw -605550.392545 + Penalty 2911.400094 = -602638.992451
  nChanged 27
		SP:Iteration 22Q (148727.640000 sec): 3 clusters
  Score: Raw -605557.049017 + Penalty 2911.400094 = -602645.648924
  nChanged 13
		SP:Iteration 23Q (148727.830000 sec): 3 clusters
  Score: Raw -605560.198847 + Penalty 2911.400094 = -602648.798753
  nChanged 13
		SP:Iteration 24Q (148728.020000 sec): 3 clusters
  Score: Raw -605563.820184 + Penalty 2911.400094 = -602652.420090
  nChanged 14
		SP:Iteration 25Q (148728.220000 sec): 3 clusters
  Score: Raw -605567.569964 + Penalty 2911.400094 = -602656.169871
  nChanged 13
		SP:Iteration 26Q (148728.410000 sec): 3 clusters
  Score: Raw -605572.213601 + Penalty 2911.400094 = -602660.813507
  nChanged 17
		SP:Iteration 27Q (148728.610000 sec): 3 clusters
  Score: Raw -605579.750632 + Penalty 2911.400094 = -602668.350538
  nChanged 15
		SP:Iteration 28Q (148728.800000 sec): 3 clusters
  Score: Raw -605584.937676 + Penalty 2911.400094 = -602673.537582
  nChanged 18
		SP:Iteration 29Q (148728.980000 sec): 3 clusters
  Score: Raw -605588.558007 + Penalty 2911.400094 = -602677.157913
  nChanged 11
		SP:Iteration 30Q (148729.160000 sec): 3 clusters
  Score: Raw -605591.277715 + Penalty 2911.400094 = -602679.877621
  nChanged 5
		SP:Iteration 31Q (148729.370000 sec): 3 clusters
  Score: Raw -605593.044058 + Penalty 2911.400094 = -602681.643964
  nChanged 7
		SP:Iteration 32Q (148729.570000 sec): 3 clusters
  Score: Raw -605594.646717 + Penalty 2911.400094 = -602683.246623
  nChanged 11
		SP:Iteration 33Q (148729.770000 sec): 3 clusters
  Score: Raw -605598.276481 + Penalty 2911.400094 = -602686.876387
  nChanged 11
		SP:Iteration 34Q (148729.960000 sec): 3 clusters
  Score: Raw -605602.511326 + Penalty 2911.400094 = -602691.111232
  nChanged 11
		SP:Iteration 35Q (148730.140000 sec): 3 clusters
  Score: Raw -605606.117798 + Penalty 2911.400094 = -602694.717704
  nChanged 19
		SP:Iteration 36Q (148730.330000 sec): 3 clusters
  Score: Raw -605611.000387 + Penalty 2911.400094 = -602699.600293
  nChanged 11
		SP:Iteration 37Q (148730.510000 sec): 3 clusters
  Score: Raw -605613.690589 + Penalty 2911.400094 = -602702.290495
  nChanged 5
		SP:Iteration 38Q (148730.700000 sec): 3 clusters
  Score: Raw -605615.160492 + Penalty 2911.400094 = -602703.760398
  nChanged 8
		SP:Iteration 39Q (148730.900000 sec): 3 clusters
  Score: Raw -605618.500727 + Penalty 2911.400094 = -602707.100633
  nChanged 8
		SP:Iteration 40F (148731.070000 sec): 3 clusters
  Score: Raw -605622.538500 + Penalty 2911.400094 = -602711.138406
  nChanged 14
		SP:Iteration 41Q (148731.260000 sec): 3 clusters
  Score: Raw -605626.328016 + Penalty 2911.400094 = -602714.927922
  nChanged 6
		SP:Iteration 42Q (148731.520000 sec): 3 clusters
  Score: Raw -605628.188094 + Penalty 2911.400094 = -602716.788000
  nChanged 7
		SP:Iteration 43Q (148731.700000 sec): 3 clusters
  Score: Raw -605629.724964 + Penalty 2911.400094 = -602718.324870
  nChanged 6
		SP:Iteration 44Q (148731.870000 sec): 3 clusters
  Score: Raw -605631.684319 + Penalty 2911.400094 = -602720.284225
  nChanged 4
		SP:Iteration 45Q (148732.020000 sec): 3 clusters
  Score: Raw -605632.925867 + Penalty 2911.400094 = -602721.525773
  nChanged 2
		SP:Iteration 46Q (148732.200000 sec): 3 clusters
  Score: Raw -605633.171940 + Penalty 2911.400094 = -602721.771846
  nChanged 0
		SP:Iteration 47F (148732.380000 sec): 3 clusters
  Score: Raw -605633.171940 + Penalty 2911.400094 = -602721.771846
  nChanged 0
Deleting Class 63 (350 points): Lose 2145.343404 but Gain 2308.420571
Iteration 99Q (148985.100000 sec): 69 clusters
  Score: Raw -122321142.287749 + Penalty 156972.598853 = -122164169.688897
  nChanged 10672
Iteration 100F (149271.980000 sec): 69 clusters
  Score: Raw -122327262.071939 + Penalty 156972.598853 = -122170289.473086
  nChanged 8452
Iteration 101Q (149545.070000 sec): 69 clusters
  Score: Raw -122329493.225313 + Penalty 156972.598853 = -122172520.626461
  nChanged 5505
Iteration 102Q (149813.760000 sec): 69 clusters
  Score: Raw -122330706.750910 + Penalty 156972.598853 = -122173734.152057
  nChanged 4311
Iteration 103Q (150030.310000 sec): 69 clusters
  Score: Raw -122331484.756889 + Penalty 156972.598853 = -122174512.158036
  nChanged 3536
Iteration 104Q (150118.820000 sec): 69 clusters
  Score: Raw -122332028.875666 + Penalty 156972.598853 = -122175056.276813
  nChanged 3106
Iteration 105Q (150201.840000 sec): 69 clusters
  Score: Raw -122332477.960352 + Penalty 156972.598853 = -122175505.361499
  nChanged 2794
Iteration 106Q (150288.910000 sec): 69 clusters
  Score: Raw -122332848.158037 + Penalty 156972.598853 = -122175875.559184
  nChanged 2561
Iteration 107Q (150380.710000 sec): 69 clusters
  Score: Raw -122333158.267972 + Penalty 156972.598853 = -122176185.669119
  nChanged 2243
Iteration 108Q (150484.620000 sec): 69 clusters
  Score: Raw -122333426.725965 + Penalty 156972.598853 = -122176454.127112
  nChanged 2048
Iteration 109Q (150605.580000 sec): 69 clusters
  Score: Raw -122333684.751576 + Penalty 156972.598853 = -122176712.152723
  nChanged 1950
Iteration 110Q (150713.800000 sec): 69 clusters
  Score: Raw -122333927.776638 + Penalty 156972.598853 = -122176955.177785
  nChanged 1891
Iteration 111Q (150830.720000 sec): 69 clusters
  Score: Raw -122334165.910736 + Penalty 156972.598853 = -122177193.311884
  nChanged 1748
Iteration 112Q (150957.500000 sec): 69 clusters
  Score: Raw -122334399.336422 + Penalty 156972.598853 = -122177426.737569
  nChanged 1672
Iteration 113Q (151064.330000 sec): 69 clusters
  Score: Raw -122334649.241209 + Penalty 156972.598853 = -122177676.642356
  nChanged 1593
Iteration 114Q (151159.530000 sec): 69 clusters
  Score: Raw -122334910.521395 + Penalty 156972.598853 = -122177937.922542
  nChanged 1466
Iteration 115Q (151267.120000 sec): 69 clusters
  Score: Raw -122335181.017296 + Penalty 156972.598853 = -122178208.418443
  nChanged 1313
Iteration 116Q (151366.180000 sec): 69 clusters
  Score: Raw -122335325.982062 + Penalty 156972.598853 = -122178353.383209
  nChanged 1246
Iteration 117Q (151460.620000 sec): 69 clusters
  Score: Raw -122335454.719877 + Penalty 156972.598853 = -122178482.121024
  nChanged 1260
Iteration 118Q (151546.320000 sec): 69 clusters
  Score: Raw -122335579.258396 + Penalty 156972.598853 = -122178606.659544
  nChanged 1218
Iteration 119Q (151638.080000 sec): 69 clusters
  Score: Raw -122335697.975829 + Penalty 156972.598853 = -122178725.376976
  nChanged 1232
Iteration 120F (151794.240000 sec): 69 clusters
  Score: Raw -122335885.810219 + Penalty 156972.598853 = -122178913.211367
  nChanged 1280
Iteration 121Q (151892.260000 sec): 69 clusters
  Score: Raw -122336067.014723 + Penalty 156972.598853 = -122179094.415870
  nChanged 1317
Iteration 122Q (151998.570000 sec): 69 clusters
  Score: Raw -122336249.838923 + Penalty 156972.598853 = -122179277.240071
  nChanged 1277
Iteration 123Q (152105.850000 sec): 69 clusters
  Score: Raw -122336435.976527 + Penalty 156972.598853 = -122179463.377674
  nChanged 1288
Iteration 124Q (152208.320000 sec): 69 clusters
  Score: Raw -122336638.132223 + Penalty 156972.598853 = -122179665.533370
  nChanged 1333
Iteration 125Q (152316.200000 sec): 69 clusters
  Score: Raw -122336827.369254 + Penalty 156972.598853 = -122179854.770401
  nChanged 1322
Iteration 126Q (152410.620000 sec): 69 clusters
  Score: Raw -122337007.701725 + Penalty 156972.598853 = -122180035.102873
  nChanged 1326
Iteration 127Q (152516.910000 sec): 69 clusters
  Score: Raw -122337180.190977 + Penalty 156972.598853 = -122180207.592124
  nChanged 1287
Iteration 128Q (152620.750000 sec): 69 clusters
  Score: Raw -122337349.745329 + Penalty 156972.598853 = -122180377.146477
  nChanged 1220
Iteration 129Q (152708.570000 sec): 69 clusters
  Score: Raw -122337506.319869 + Penalty 156972.598853 = -122180533.721016
  nChanged 1162
Iteration 130Q (152801.630000 sec): 69 clusters
  Score: Raw -122337644.018262 + Penalty 156972.598853 = -122180671.419410
  nChanged 1174
Iteration 131Q (152898.390000 sec): 69 clusters
  Score: Raw -122337779.990176 + Penalty 156972.598853 = -122180807.391324
  nChanged 1142
Iteration 132Q (152991.870000 sec): 69 clusters
  Score: Raw -122337905.723691 + Penalty 156972.598853 = -122180933.124838
  nChanged 1129
Iteration 133Q (153084.980000 sec): 69 clusters
  Score: Raw -122338026.049556 + Penalty 156972.598853 = -122181053.450704
  nChanged 1116
Iteration 134Q (153178.330000 sec): 69 clusters
  Score: Raw -122338147.972049 + Penalty 156972.598853 = -122181175.373196
  nChanged 1139
Iteration 135Q (153277.930000 sec): 69 clusters
  Score: Raw -122338278.916494 + Penalty 156972.598853 = -122181306.317642
  nChanged 1183
Iteration 136Q (153377.660000 sec): 69 clusters
  Score: Raw -122338419.461760 + Penalty 156972.598853 = -122181446.862908
  nChanged 1251
Iteration 137Q (153469.800000 sec): 69 clusters
  Score: Raw -122338552.026443 + Penalty 156972.598853 = -122181579.427590
  nChanged 1124
Iteration 138Q (153571.020000 sec): 69 clusters
  Score: Raw -122338652.629007 + Penalty 156972.598853 = -122181680.030154
  nChanged 1090
Writing temp clu file 
Because OldScore, -122181579.427590, is greater than current (better) Score,-122181680.030154 
 Compute initial score before splitting:   Score: Raw -122338652.629007 + Penalty 156972.598853 = -122181680.030154
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 1 (43403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153571.720000 sec): 2 clusters
  Score: Raw -3822850.497323 + Penalty 1735.221124 = -3821115.276198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153572.070000 sec): 3 clusters
  Score: Raw -3795564.042176 + Penalty 3470.442249 = -3792093.599927
  nChanged 20248
		SP:Iteration 1F (153572.460000 sec): 3 clusters
  Score: Raw -3806811.225609 + Penalty 3470.442249 = -3803340.783361
  nChanged 1865
		SP:Iteration 2Q (153572.840000 sec): 3 clusters
  Score: Raw -3807441.700064 + Penalty 3470.442249 = -3803971.257815
  nChanged 2065
		SP:Iteration 3Q (153573.240000 sec): 3 clusters
  Score: Raw -3808234.293098 + Penalty 3470.442249 = -3804763.850849
  nChanged 2290
		SP:Iteration 4F (153573.550000 sec): 3 clusters
  Score: Raw -3809237.132115 + Penalty 3470.442249 = -3805766.689866
  nChanged 2510
		SP:Iteration 5F (153573.930000 sec): 3 clusters
  Score: Raw -3810488.573592 + Penalty 3470.442249 = -3807018.131343
  nChanged 2554
		SP:Iteration 6F (153574.240000 sec): 3 clusters
  Score: Raw -3811858.322943 + Penalty 3470.442249 = -3808387.880694
  nChanged 2482
		SP:Iteration 7F (153574.600000 sec): 3 clusters
  Score: Raw -3813166.803261 + Penalty 3470.442249 = -3809696.361013
  nChanged 2177
		SP:Iteration 8F (153574.890000 sec): 3 clusters
  Score: Raw -3814255.391884 + Penalty 3470.442249 = -3810784.949635
  nChanged 1874
		SP:Iteration 9Q (153575.270000 sec): 3 clusters
  Score: Raw -3815225.207433 + Penalty 3470.442249 = -3811754.765184
  nChanged 1653
		SP:Iteration 10Q (153575.700000 sec): 3 clusters
  Score: Raw -3816189.590400 + Penalty 3470.442249 = -3812719.148151
  nChanged 1555
		SP:Iteration 11Q (153576.070000 sec): 3 clusters
  Score: Raw -3817225.578193 + Penalty 3470.442249 = -3813755.135944
  nChanged 1460
		SP:Iteration 12Q (153576.450000 sec): 3 clusters
  Score: Raw -3818327.817970 + Penalty 3470.442249 = -3814857.375721
  nChanged 1284
		SP:Iteration 13Q (153576.820000 sec): 3 clusters
  Score: Raw -3819378.232565 + Penalty 3470.442249 = -3815907.790316
  nChanged 1035
		SP:Iteration 14Q (153577.190000 sec): 3 clusters
  Score: Raw -3820183.460297 + Penalty 3470.442249 = -3816713.018048
  nChanged 825
		SP:Iteration 15Q (153577.520000 sec): 3 clusters
  Score: Raw -3820755.927742 + Penalty 3470.442249 = -3817285.485493
  nChanged 622
		SP:Iteration 16Q (153577.850000 sec): 3 clusters
  Score: Raw -3821151.770479 + Penalty 3470.442249 = -3817681.328230
  nChanged 542
		SP:Iteration 17Q (153578.270000 sec): 3 clusters
  Score: Raw -3821483.035265 + Penalty 3470.442249 = -3818012.593016
  nChanged 459
		SP:Iteration 18Q (153578.610000 sec): 3 clusters
  Score: Raw -3821747.838077 + Penalty 3470.442249 = -3818277.395829
  nChanged 380
		SP:Iteration 19Q (153578.990000 sec): 3 clusters
  Score: Raw -3821962.484554 + Penalty 3470.442249 = -3818492.042305
  nChanged 310
		SP:Iteration 20F (153579.330000 sec): 3 clusters
  Score: Raw -3822128.879178 + Penalty 3470.442249 = -3818658.436929
  nChanged 285
		SP:Iteration 21Q (153579.660000 sec): 3 clusters
  Score: Raw -3822290.904967 + Penalty 3470.442249 = -3818820.462719
  nChanged 247
		SP:Iteration 22Q (153579.980000 sec): 3 clusters
  Score: Raw -3822431.021519 + Penalty 3470.442249 = -3818960.579271
  nChanged 225
		SP:Iteration 23Q (153580.350000 sec): 3 clusters
  Score: Raw -3822562.386013 + Penalty 3470.442249 = -3819091.943764
  nChanged 174
		SP:Iteration 24Q (153580.690000 sec): 3 clusters
  Score: Raw -3822663.299116 + Penalty 3470.442249 = -3819192.856867
  nChanged 143
		SP:Iteration 25Q (153581.040000 sec): 3 clusters
  Score: Raw -3822757.147639 + Penalty 3470.442249 = -3819286.705390
  nChanged 123
		SP:Iteration 26Q (153581.330000 sec): 3 clusters
  Score: Raw -3822833.881099 + Penalty 3470.442249 = -3819363.438851
  nChanged 93
		SP:Iteration 27Q (153581.730000 sec): 3 clusters
  Score: Raw -3822892.634140 + Penalty 3470.442249 = -3819422.191891
  nChanged 75
		SP:Iteration 28Q (153582.140000 sec): 3 clusters
  Score: Raw -3822938.221438 + Penalty 3470.442249 = -3819467.779189
  nChanged 63
		SP:Iteration 29Q (153582.510000 sec): 3 clusters
  Score: Raw -3822979.403382 + Penalty 3470.442249 = -3819508.961133
  nChanged 44
		SP:Iteration 30Q (153582.850000 sec): 3 clusters
  Score: Raw -3823008.010262 + Penalty 3470.442249 = -3819537.568014
  nChanged 37
		SP:Iteration 31Q (153583.270000 sec): 3 clusters
  Score: Raw -3823026.308669 + Penalty 3470.442249 = -3819555.866420
  nChanged 36
		SP:Iteration 32Q (153583.610000 sec): 3 clusters
  Score: Raw -3823044.791968 + Penalty 3470.442249 = -3819574.349720
  nChanged 17
		SP:Iteration 33Q (153583.970000 sec): 3 clusters
  Score: Raw -3823056.088458 + Penalty 3470.442249 = -3819585.646209
  nChanged 20
		SP:Iteration 34Q (153584.350000 sec): 3 clusters
  Score: Raw -3823066.129549 + Penalty 3470.442249 = -3819595.687300
  nChanged 17
		SP:Iteration 35Q (153584.750000 sec): 3 clusters
  Score: Raw -3823075.181160 + Penalty 3470.442249 = -3819604.738912
  nChanged 11
		SP:Iteration 36Q (153585.030000 sec): 3 clusters
  Score: Raw -3823081.234272 + Penalty 3470.442249 = -3819610.792024
  nChanged 8
		SP:Iteration 37Q (153585.380000 sec): 3 clusters
  Score: Raw -3823083.985922 + Penalty 3470.442249 = -3819613.543673
  nChanged 4
		SP:Iteration 38Q (153585.700000 sec): 3 clusters
  Score: Raw -3823086.003562 + Penalty 3470.442249 = -3819615.561313
  nChanged 4
		SP:Iteration 39Q (153586.060000 sec): 3 clusters
  Score: Raw -3823089.417411 + Penalty 3470.442249 = -3819618.975162
  nChanged 12
		SP:Iteration 40F (153586.430000 sec): 3 clusters
  Score: Raw -3823096.100673 + Penalty 3470.442249 = -3819625.658424
  nChanged 6
		SP:Iteration 41Q (153586.760000 sec): 3 clusters
  Score: Raw -3823099.274611 + Penalty 3470.442249 = -3819628.832363
  nChanged 6
		SP:Iteration 42Q (153587.080000 sec): 3 clusters
  Score: Raw -3823101.913150 + Penalty 3470.442249 = -3819631.470901
  nChanged 6
		SP:Iteration 43Q (153587.430000 sec): 3 clusters
  Score: Raw -3823104.544651 + Penalty 3470.442249 = -3819634.102402
  nChanged 3
		SP:Iteration 44Q (153587.760000 sec): 3 clusters
  Score: Raw -3823106.109651 + Penalty 3470.442249 = -3819635.667403
  nChanged 6
		SP:Iteration 45Q (153588.110000 sec): 3 clusters
  Score: Raw -3823109.107145 + Penalty 3470.442249 = -3819638.664896
  nChanged 6
		SP:Iteration 46Q (153588.510000 sec): 3 clusters
  Score: Raw -3823111.556774 + Penalty 3470.442249 = -3819641.114526
  nChanged 5
		SP:Iteration 47Q (153588.800000 sec): 3 clusters
  Score: Raw -3823113.969272 + Penalty 3470.442249 = -3819643.527024
  nChanged 3
		SP:Iteration 48Q (153589.140000 sec): 3 clusters
  Score: Raw -3823115.866156 + Penalty 3470.442249 = -3819645.423907
  nChanged 3
		SP:Iteration 49Q (153589.460000 sec): 3 clusters
  Score: Raw -3823117.014492 + Penalty 3470.442249 = -3819646.572243
  nChanged 2
		SP:Iteration 50Q (153589.780000 sec): 3 clusters
  Score: Raw -3823117.839595 + Penalty 3470.442249 = -3819647.397346
  nChanged 4
		SP:Iteration 51Q (153590.150000 sec): 3 clusters
  Score: Raw -3823118.894832 + Penalty 3470.442249 = -3819648.452583
  nChanged 2
		SP:Iteration 52Q (153590.500000 sec): 3 clusters
  Score: Raw -3823119.636536 + Penalty 3470.442249 = -3819649.194288
  nChanged 2
		SP:Iteration 53Q (153590.870000 sec): 3 clusters
  Score: Raw -3823120.144613 + Penalty 3470.442249 = -3819649.702364
  nChanged 0
		SP:Iteration 54F (153591.300000 sec): 3 clusters
  Score: Raw -3823120.144613 + Penalty 3470.442249 = -3819649.702364
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 2 (6711 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153591.430000 sec): 2 clusters
  Score: Raw -552266.444894 + Penalty 1431.869278 = -550834.575616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153591.640000 sec): 3 clusters
  Score: Raw -548594.367958 + Penalty 2863.738556 = -545730.629401
  nChanged 2841
		SP:Iteration 1F (153591.830000 sec): 3 clusters
  Score: Raw -550083.107768 + Penalty 2863.738556 = -547219.369211
  nChanged 462
		SP:Iteration 2F (153592.050000 sec): 3 clusters
  Score: Raw -550285.410393 + Penalty 2863.738556 = -547421.671836
  nChanged 329
		SP:Iteration 3Q (153592.260000 sec): 3 clusters
  Score: Raw -550424.386765 + Penalty 2863.738556 = -547560.648209
  nChanged 277
		SP:Iteration 4Q (153592.470000 sec): 3 clusters
  Score: Raw -550526.081767 + Penalty 2863.738556 = -547662.343210
  nChanged 224
		SP:Iteration 5Q (153592.660000 sec): 3 clusters
  Score: Raw -550604.627400 + Penalty 2863.738556 = -547740.888843
  nChanged 211
		SP:Iteration 6Q (153592.900000 sec): 3 clusters
  Score: Raw -550681.036158 + Penalty 2863.738556 = -547817.297602
  nChanged 192
		SP:Iteration 7Q (153593.100000 sec): 3 clusters
  Score: Raw -550754.709738 + Penalty 2863.738556 = -547890.971182
  nChanged 198
		SP:Iteration 8Q (153593.330000 sec): 3 clusters
  Score: Raw -550840.459782 + Penalty 2863.738556 = -547976.721226
  nChanged 203
		SP:Iteration 9Q (153593.530000 sec): 3 clusters
  Score: Raw -550923.201446 + Penalty 2863.738556 = -548059.462890
  nChanged 204
		SP:Iteration 10Q (153593.760000 sec): 3 clusters
  Score: Raw -551012.573349 + Penalty 2863.738556 = -548148.834793
  nChanged 237
		SP:Iteration 11Q (153593.980000 sec): 3 clusters
  Score: Raw -551142.914624 + Penalty 2863.738556 = -548279.176067
  nChanged 261
		SP:Iteration 12Q (153594.200000 sec): 3 clusters
  Score: Raw -551287.861466 + Penalty 2863.738556 = -548424.122909
  nChanged 249
		SP:Iteration 13Q (153594.460000 sec): 3 clusters
  Score: Raw -551422.028522 + Penalty 2863.738556 = -548558.289966
  nChanged 238
		SP:Iteration 14Q (153594.700000 sec): 3 clusters
  Score: Raw -551563.682173 + Penalty 2863.738556 = -548699.943617
  nChanged 224
		SP:Iteration 15Q (153594.920000 sec): 3 clusters
  Score: Raw -551711.932789 + Penalty 2863.738556 = -548848.194232
  nChanged 244
		SP:Iteration 16Q (153595.120000 sec): 3 clusters
  Score: Raw -551875.995628 + Penalty 2863.738556 = -549012.257072
  nChanged 190
		SP:Iteration 17Q (153595.320000 sec): 3 clusters
  Score: Raw -552000.749119 + Penalty 2863.738556 = -549137.010563
  nChanged 161
		SP:Iteration 18Q (153595.540000 sec): 3 clusters
  Score: Raw -552123.719541 + Penalty 2863.738556 = -549259.980985
  nChanged 158
		SP:Iteration 19Q (153595.740000 sec): 3 clusters
  Score: Raw -552262.165428 + Penalty 2863.738556 = -549398.426872
  nChanged 140
		SP:Iteration 20F (153595.990000 sec): 3 clusters
  Score: Raw -552399.187079 + Penalty 2863.738556 = -549535.448522
  nChanged 89
		SP:Iteration 21Q (153596.190000 sec): 3 clusters
  Score: Raw -552479.760404 + Penalty 2863.738556 = -549616.021848
  nChanged 76
		SP:Iteration 22Q (153596.410000 sec): 3 clusters
  Score: Raw -552542.174859 + Penalty 2863.738556 = -549678.436303
  nChanged 50
		SP:Iteration 23Q (153596.630000 sec): 3 clusters
  Score: Raw -552585.464883 + Penalty 2863.738556 = -549721.726327
  nChanged 34
		SP:Iteration 24Q (153596.890000 sec): 3 clusters
  Score: Raw -552614.178666 + Penalty 2863.738556 = -549750.440110
  nChanged 17
		SP:Iteration 25Q (153597.080000 sec): 3 clusters
  Score: Raw -552627.906172 + Penalty 2863.738556 = -549764.167616
  nChanged 12
		SP:Iteration 26Q (153597.280000 sec): 3 clusters
  Score: Raw -552636.761564 + Penalty 2863.738556 = -549773.023008
  nChanged 8
		SP:Iteration 27Q (153597.510000 sec): 3 clusters
  Score: Raw -552642.070170 + Penalty 2863.738556 = -549778.331614
  nChanged 6
		SP:Iteration 28Q (153597.770000 sec): 3 clusters
  Score: Raw -552646.202431 + Penalty 2863.738556 = -549782.463874
  nChanged 4
		SP:Iteration 29Q (153597.900000 sec): 3 clusters
  Score: Raw -552648.609061 + Penalty 2863.738556 = -549784.870505
  nChanged 7
		SP:Iteration 30Q (153598.110000 sec): 3 clusters
  Score: Raw -552652.756283 + Penalty 2863.738556 = -549789.017727
  nChanged 3
		SP:Iteration 31Q (153598.340000 sec): 3 clusters
  Score: Raw -552655.497598 + Penalty 2863.738556 = -549791.759042
  nChanged 7
		SP:Iteration 32Q (153598.560000 sec): 3 clusters
  Score: Raw -552660.061718 + Penalty 2863.738556 = -549796.323162
  nChanged 4
		SP:Iteration 33Q (153598.740000 sec): 3 clusters
  Score: Raw -552663.309434 + Penalty 2863.738556 = -549799.570878
  nChanged 3
		SP:Iteration 34Q (153598.940000 sec): 3 clusters
  Score: Raw -552665.086422 + Penalty 2863.738556 = -549801.347865
  nChanged 4
		SP:Iteration 35Q (153599.150000 sec): 3 clusters
  Score: Raw -552666.546972 + Penalty 2863.738556 = -549802.808416
  nChanged 5
		SP:Iteration 36Q (153599.360000 sec): 3 clusters
  Score: Raw -552668.219789 + Penalty 2863.738556 = -549804.481233
  nChanged 3
		SP:Iteration 37Q (153599.570000 sec): 3 clusters
  Score: Raw -552669.908858 + Penalty 2863.738556 = -549806.170302
  nChanged 2
		SP:Iteration 38Q (153599.770000 sec): 3 clusters
  Score: Raw -552670.627727 + Penalty 2863.738556 = -549806.889170
  nChanged 2
		SP:Iteration 39Q (153600.000000 sec): 3 clusters
  Score: Raw -552671.005817 + Penalty 2863.738556 = -549807.267261
  nChanged 1
		SP:Iteration 40F (153600.220000 sec): 3 clusters
  Score: Raw -552671.342626 + Penalty 2863.738556 = -549807.604070
  nChanged 1
		SP:Iteration 41Q (153600.460000 sec): 3 clusters
  Score: Raw -552671.550397 + Penalty 2863.738556 = -549807.811841
  nChanged 0
		SP:Iteration 42F (153600.660000 sec): 3 clusters
  Score: Raw -552671.550397 + Penalty 2863.738556 = -549807.811841
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 3 (4294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153600.770000 sec): 2 clusters
  Score: Raw -362935.715750 + Penalty 1359.308271 = -361576.407478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153601.030000 sec): 3 clusters
  Score: Raw -360699.227274 + Penalty 2718.616543 = -357980.610731
  nChanged 1709
		SP:Iteration 1F (153601.230000 sec): 3 clusters
  Score: Raw -361653.689928 + Penalty 2718.616543 = -358935.073385
  nChanged 288
		SP:Iteration 2F (153601.430000 sec): 3 clusters
  Score: Raw -361804.604652 + Penalty 2718.616543 = -359085.988109
  nChanged 225
		SP:Iteration 3F (153601.640000 sec): 3 clusters
  Score: Raw -361931.251705 + Penalty 2718.616543 = -359212.635162
  nChanged 195
		SP:Iteration 4Q (153601.820000 sec): 3 clusters
  Score: Raw -362051.377419 + Penalty 2718.616543 = -359332.760876
  nChanged 158
		SP:Iteration 5Q (153602.000000 sec): 3 clusters
  Score: Raw -362154.115923 + Penalty 2718.616543 = -359435.499380
  nChanged 171
		SP:Iteration 6Q (153602.210000 sec): 3 clusters
  Score: Raw -362249.113601 + Penalty 2718.616543 = -359530.497058
  nChanged 144
		SP:Iteration 7Q (153602.420000 sec): 3 clusters
  Score: Raw -362329.526824 + Penalty 2718.616543 = -359610.910281
  nChanged 146
		SP:Iteration 8Q (153602.580000 sec): 3 clusters
  Score: Raw -362410.344030 + Penalty 2718.616543 = -359691.727487
  nChanged 123
		SP:Iteration 9Q (153602.800000 sec): 3 clusters
  Score: Raw -362468.289189 + Penalty 2718.616543 = -359749.672646
  nChanged 105
		SP:Iteration 10Q (153603.000000 sec): 3 clusters
  Score: Raw -362519.173442 + Penalty 2718.616543 = -359800.556899
  nChanged 83
		SP:Iteration 11Q (153603.220000 sec): 3 clusters
  Score: Raw -362557.873789 + Penalty 2718.616543 = -359839.257246
  nChanged 81
		SP:Iteration 12Q (153603.420000 sec): 3 clusters
  Score: Raw -362592.204833 + Penalty 2718.616543 = -359873.588290
  nChanged 65
		SP:Iteration 13Q (153603.630000 sec): 3 clusters
  Score: Raw -362622.334263 + Penalty 2718.616543 = -359903.717720
  nChanged 64
		SP:Iteration 14Q (153603.860000 sec): 3 clusters
  Score: Raw -362649.610517 + Penalty 2718.616543 = -359930.993974
  nChanged 62
		SP:Iteration 15Q (153604.070000 sec): 3 clusters
  Score: Raw -362677.789744 + Penalty 2718.616543 = -359959.173201
  nChanged 54
		SP:Iteration 16Q (153604.290000 sec): 3 clusters
  Score: Raw -362700.274949 + Penalty 2718.616543 = -359981.658406
  nChanged 52
		SP:Iteration 17Q (153604.470000 sec): 3 clusters
  Score: Raw -362715.480886 + Penalty 2718.616543 = -359996.864343
  nChanged 42
		SP:Iteration 18Q (153604.660000 sec): 3 clusters
  Score: Raw -362733.163049 + Penalty 2718.616543 = -360014.546506
  nChanged 43
		SP:Iteration 19Q (153604.850000 sec): 3 clusters
  Score: Raw -362752.173735 + Penalty 2718.616543 = -360033.557192
  nChanged 50
		SP:Iteration 20F (153605.020000 sec): 3 clusters
  Score: Raw -362773.047751 + Penalty 2718.616543 = -360054.431208
  nChanged 51
		SP:Iteration 21Q (153605.210000 sec): 3 clusters
  Score: Raw -362792.542236 + Penalty 2718.616543 = -360073.925693
  nChanged 51
		SP:Iteration 22Q (153605.400000 sec): 3 clusters
  Score: Raw -362813.583516 + Penalty 2718.616543 = -360094.966973
  nChanged 56
		SP:Iteration 23Q (153605.590000 sec): 3 clusters
  Score: Raw -362837.369829 + Penalty 2718.616543 = -360118.753286
  nChanged 55
		SP:Iteration 24Q (153605.760000 sec): 3 clusters
  Score: Raw -362863.193760 + Penalty 2718.616543 = -360144.577217
  nChanged 84
		SP:Iteration 25Q (153605.970000 sec): 3 clusters
  Score: Raw -362905.024716 + Penalty 2718.616543 = -360186.408173
  nChanged 78
		SP:Iteration 26Q (153606.190000 sec): 3 clusters
  Score: Raw -362946.297787 + Penalty 2718.616543 = -360227.681244
  nChanged 86
		SP:Iteration 27Q (153606.380000 sec): 3 clusters
  Score: Raw -362999.008299 + Penalty 2718.616543 = -360280.391756
  nChanged 93
		SP:Iteration 28Q (153606.550000 sec): 3 clusters
  Score: Raw -363060.414738 + Penalty 2718.616543 = -360341.798195
  nChanged 105
		SP:Iteration 29Q (153606.750000 sec): 3 clusters
  Score: Raw -363143.014674 + Penalty 2718.616543 = -360424.398131
  nChanged 111
		SP:Iteration 30Q (153606.960000 sec): 3 clusters
  Score: Raw -363237.994074 + Penalty 2718.616543 = -360519.377531
  nChanged 119
		SP:Iteration 31Q (153607.120000 sec): 3 clusters
  Score: Raw -363345.022285 + Penalty 2718.616543 = -360626.405742
  nChanged 127
		SP:Iteration 32Q (153607.370000 sec): 3 clusters
  Score: Raw -363472.220786 + Penalty 2718.616543 = -360753.604243
  nChanged 121
		SP:Iteration 33Q (153607.530000 sec): 3 clusters
  Score: Raw -363599.034685 + Penalty 2718.616543 = -360880.418142
  nChanged 119
		SP:Iteration 34Q (153607.740000 sec): 3 clusters
  Score: Raw -363720.285607 + Penalty 2718.616543 = -361001.669064
  nChanged 88
		SP:Iteration 35Q (153607.940000 sec): 3 clusters
  Score: Raw -363796.442815 + Penalty 2718.616543 = -361077.826272
  nChanged 68
		SP:Iteration 36Q (153608.130000 sec): 3 clusters
  Score: Raw -363850.418707 + Penalty 2718.616543 = -361131.802164
  nChanged 45
		SP:Iteration 37Q (153608.340000 sec): 3 clusters
  Score: Raw -363877.631687 + Penalty 2718.616543 = -361159.015144
  nChanged 31
		SP:Iteration 38Q (153608.540000 sec): 3 clusters
  Score: Raw -363890.113881 + Penalty 2718.616543 = -361171.497338
  nChanged 23
		SP:Iteration 39Q (153608.720000 sec): 3 clusters
  Score: Raw -363898.407131 + Penalty 2718.616543 = -361179.790588
  nChanged 15
		SP:Iteration 40F (153608.950000 sec): 3 clusters
  Score: Raw -363902.997875 + Penalty 2718.616543 = -361184.381332
  nChanged 11
		SP:Iteration 41Q (153609.140000 sec): 3 clusters
  Score: Raw -363905.654852 + Penalty 2718.616543 = -361187.038309
  nChanged 6
		SP:Iteration 42Q (153609.330000 sec): 3 clusters
  Score: Raw -363907.347219 + Penalty 2718.616543 = -361188.730676
  nChanged 9
		SP:Iteration 43Q (153609.580000 sec): 3 clusters
  Score: Raw -363909.246627 + Penalty 2718.616543 = -361190.630084
  nChanged 3
		SP:Iteration 44Q (153609.780000 sec): 3 clusters
  Score: Raw -363910.123426 + Penalty 2718.616543 = -361191.506883
  nChanged 4
		SP:Iteration 45Q (153609.970000 sec): 3 clusters
  Score: Raw -363910.870178 + Penalty 2718.616543 = -361192.253635
  nChanged 1
		SP:Iteration 46Q (153610.140000 sec): 3 clusters
  Score: Raw -363911.095277 + Penalty 2718.616543 = -361192.478734
  nChanged 0
		SP:Iteration 47F (153610.350000 sec): 3 clusters
  Score: Raw -363911.095277 + Penalty 2718.616543 = -361192.478734
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 4 (17865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153610.500000 sec): 2 clusters
  Score: Raw -1707097.009806 + Penalty 1590.972300 = -1705506.037506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153610.720000 sec): 3 clusters
  Score: Raw -1696502.484001 + Penalty 3181.944600 = -1693320.539401
  nChanged 7878
		SP:Iteration 1F (153611.010000 sec): 3 clusters
  Score: Raw -1700651.465099 + Penalty 3181.944600 = -1697469.520499
  nChanged 883
		SP:Iteration 2Q (153611.310000 sec): 3 clusters
  Score: Raw -1700996.136855 + Penalty 3181.944600 = -1697814.192254
  nChanged 918
		SP:Iteration 3F (153611.590000 sec): 3 clusters
  Score: Raw -1701433.179269 + Penalty 3181.944600 = -1698251.234669
  nChanged 1030
		SP:Iteration 4F (153611.830000 sec): 3 clusters
  Score: Raw -1702031.688415 + Penalty 3181.944600 = -1698849.743814
  nChanged 1217
		SP:Iteration 5F (153612.110000 sec): 3 clusters
  Score: Raw -1702909.223011 + Penalty 3181.944600 = -1699727.278411
  nChanged 1372
		SP:Iteration 6F (153612.310000 sec): 3 clusters
  Score: Raw -1704102.514264 + Penalty 3181.944600 = -1700920.569664
  nChanged 1303
		SP:Iteration 7F (153612.560000 sec): 3 clusters
  Score: Raw -1705360.717453 + Penalty 3181.944600 = -1702178.772852
  nChanged 985
		SP:Iteration 8F (153612.870000 sec): 3 clusters
  Score: Raw -1706353.868080 + Penalty 3181.944600 = -1703171.923480
  nChanged 515
		SP:Iteration 9Q (153613.120000 sec): 3 clusters
  Score: Raw -1706878.787265 + Penalty 3181.944600 = -1703696.842664
  nChanged 186
		SP:Iteration 10Q (153613.450000 sec): 3 clusters
  Score: Raw -1707100.872448 + Penalty 3181.944600 = -1703918.927848
  nChanged 60
		SP:Iteration 11Q (153613.670000 sec): 3 clusters
  Score: Raw -1707197.300419 + Penalty 3181.944600 = -1704015.355818
  nChanged 30
		SP:Iteration 12Q (153613.910000 sec): 3 clusters
  Score: Raw -1707255.834978 + Penalty 3181.944600 = -1704073.890377
  nChanged 15
		SP:Iteration 13Q (153614.230000 sec): 3 clusters
  Score: Raw -1707288.632019 + Penalty 3181.944600 = -1704106.687419
  nChanged 11
		SP:Iteration 14Q (153614.430000 sec): 3 clusters
  Score: Raw -1707307.336762 + Penalty 3181.944600 = -1704125.392162
  nChanged 6
		SP:Iteration 15Q (153614.690000 sec): 3 clusters
  Score: Raw -1707318.916389 + Penalty 3181.944600 = -1704136.971788
  nChanged 2
		SP:Iteration 16Q (153614.990000 sec): 3 clusters
  Score: Raw -1707322.177924 + Penalty 3181.944600 = -1704140.233323
  nChanged 0
		SP:Iteration 17F (153615.230000 sec): 3 clusters
  Score: Raw -1707322.177924 + Penalty 3181.944600 = -1704140.233323
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 5 (163741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153616.050000 sec): 2 clusters
  Score: Raw -14019109.883936 + Penalty 1950.981693 = -14017158.902243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153617.010000 sec): 3 clusters
  Score: Raw -13911082.847502 + Penalty 3901.963387 = -13907180.884115
  nChanged 78970
		SP:Iteration 1F (153617.900000 sec): 3 clusters
  Score: Raw -13959116.637393 + Penalty 3901.963387 = -13955214.674006
  nChanged 8487
		SP:Iteration 2F (153618.810000 sec): 3 clusters
  Score: Raw -13963202.101998 + Penalty 3901.963387 = -13959300.138612
  nChanged 11178
		SP:Iteration 3F (153619.740000 sec): 3 clusters
  Score: Raw -13970027.981334 + Penalty 3901.963387 = -13966126.017948
  nChanged 12941
		SP:Iteration 4F (153620.620000 sec): 3 clusters
  Score: Raw -13978462.893447 + Penalty 3901.963387 = -13974560.930060
  nChanged 12334
		SP:Iteration 5F (153621.550000 sec): 3 clusters
  Score: Raw -13986010.847317 + Penalty 3901.963387 = -13982108.883930
  nChanged 10017
		SP:Iteration 6F (153622.380000 sec): 3 clusters
  Score: Raw -13991776.605569 + Penalty 3901.963387 = -13987874.642182
  nChanged 7930
		SP:Iteration 7Q (153623.300000 sec): 3 clusters
  Score: Raw -13996566.025145 + Penalty 3901.963387 = -13992664.061758
  nChanged 6862
		SP:Iteration 8Q (153624.260000 sec): 3 clusters
  Score: Raw -14001244.155469 + Penalty 3901.963387 = -13997342.192083
  nChanged 6133
		SP:Iteration 9Q (153625.210000 sec): 3 clusters
  Score: Raw -14006024.725907 + Penalty 3901.963387 = -14002122.762520
  nChanged 5257
		SP:Iteration 10Q (153626.090000 sec): 3 clusters
  Score: Raw -14010596.255393 + Penalty 3901.963387 = -14006694.292007
  nChanged 4060
		SP:Iteration 11Q (153626.970000 sec): 3 clusters
  Score: Raw -14014399.316610 + Penalty 3901.963387 = -14010497.353223
  nChanged 2611
		SP:Iteration 12Q (153627.840000 sec): 3 clusters
  Score: Raw -14016918.056905 + Penalty 3901.963387 = -14013016.093518
  nChanged 1607
		SP:Iteration 13Q (153628.640000 sec): 3 clusters
  Score: Raw -14018292.124219 + Penalty 3901.963387 = -14014390.160832
  nChanged 1065
		SP:Iteration 14Q (153629.460000 sec): 3 clusters
  Score: Raw -14019058.414610 + Penalty 3901.963387 = -14015156.451223
  nChanged 770
		SP:Iteration 15Q (153630.250000 sec): 3 clusters
  Score: Raw -14019570.441971 + Penalty 3901.963387 = -14015668.478584
  nChanged 564
		SP:Iteration 16Q (153630.920000 sec): 3 clusters
  Score: Raw -14019922.591914 + Penalty 3901.963387 = -14016020.628527
  nChanged 436
		SP:Iteration 17Q (153631.590000 sec): 3 clusters
  Score: Raw -14020172.305246 + Penalty 3901.963387 = -14016270.341859
  nChanged 337
		SP:Iteration 18Q (153632.300000 sec): 3 clusters
  Score: Raw -14020332.402575 + Penalty 3901.963387 = -14016430.439188
  nChanged 235
		SP:Iteration 19Q (153633.060000 sec): 3 clusters
  Score: Raw -14020426.898168 + Penalty 3901.963387 = -14016524.934781
  nChanged 187
		SP:Iteration 20F (153633.870000 sec): 3 clusters
  Score: Raw -14020483.478225 + Penalty 3901.963387 = -14016581.514838
  nChanged 156
		SP:Iteration 21Q (153634.640000 sec): 3 clusters
  Score: Raw -14020525.829940 + Penalty 3901.963387 = -14016623.866554
  nChanged 132
		SP:Iteration 22Q (153635.510000 sec): 3 clusters
  Score: Raw -14020558.301118 + Penalty 3901.963387 = -14016656.337731
  nChanged 112
		SP:Iteration 23Q (153636.340000 sec): 3 clusters
  Score: Raw -14020579.117851 + Penalty 3901.963387 = -14016677.154464
  nChanged 91
		SP:Iteration 24Q (153637.180000 sec): 3 clusters
  Score: Raw -14020593.840290 + Penalty 3901.963387 = -14016691.876904
  nChanged 86
		SP:Iteration 25Q (153637.990000 sec): 3 clusters
  Score: Raw -14020609.222870 + Penalty 3901.963387 = -14016707.259483
  nChanged 67
		SP:Iteration 26Q (153638.750000 sec): 3 clusters
  Score: Raw -14020619.519493 + Penalty 3901.963387 = -14016717.556107
  nChanged 52
		SP:Iteration 27Q (153639.430000 sec): 3 clusters
  Score: Raw -14020625.217774 + Penalty 3901.963387 = -14016723.254387
  nChanged 34
		SP:Iteration 28Q (153640.160000 sec): 3 clusters
  Score: Raw -14020629.000262 + Penalty 3901.963387 = -14016727.036876
  nChanged 30
		SP:Iteration 29Q (153640.950000 sec): 3 clusters
  Score: Raw -14020632.377329 + Penalty 3901.963387 = -14016730.413942
  nChanged 30
		SP:Iteration 30Q (153641.690000 sec): 3 clusters
  Score: Raw -14020635.643976 + Penalty 3901.963387 = -14016733.680589
  nChanged 27
		SP:Iteration 31Q (153642.610000 sec): 3 clusters
  Score: Raw -14020638.430273 + Penalty 3901.963387 = -14016736.466886
  nChanged 23
		SP:Iteration 32Q (153643.500000 sec): 3 clusters
  Score: Raw -14020640.154299 + Penalty 3901.963387 = -14016738.190913
  nChanged 14
		SP:Iteration 33Q (153644.340000 sec): 3 clusters
  Score: Raw -14020641.322453 + Penalty 3901.963387 = -14016739.359066
  nChanged 15
		SP:Iteration 34Q (153645.240000 sec): 3 clusters
  Score: Raw -14020642.763661 + Penalty 3901.963387 = -14016740.800274
  nChanged 16
		SP:Iteration 35Q (153646.060000 sec): 3 clusters
  Score: Raw -14020644.162365 + Penalty 3901.963387 = -14016742.198978
  nChanged 11
		SP:Iteration 36Q (153646.880000 sec): 3 clusters
  Score: Raw -14020644.755633 + Penalty 3901.963387 = -14016742.792247
  nChanged 9
		SP:Iteration 37Q (153647.760000 sec): 3 clusters
  Score: Raw -14020645.522935 + Penalty 3901.963387 = -14016743.559548
  nChanged 11
		SP:Iteration 38Q (153648.540000 sec): 3 clusters
  Score: Raw -14020646.331621 + Penalty 3901.963387 = -14016744.368234
  nChanged 11
		SP:Iteration 39Q (153649.340000 sec): 3 clusters
  Score: Raw -14020647.359260 + Penalty 3901.963387 = -14016745.395874
  nChanged 9
		SP:Iteration 40F (153650.220000 sec): 3 clusters
  Score: Raw -14020648.019642 + Penalty 3901.963387 = -14016746.056255
  nChanged 8
		SP:Iteration 41Q (153651.070000 sec): 3 clusters
  Score: Raw -14020648.649595 + Penalty 3901.963387 = -14016746.686208
  nChanged 8
		SP:Iteration 42Q (153651.890000 sec): 3 clusters
  Score: Raw -14020649.159101 + Penalty 3901.963387 = -14016747.195714
  nChanged 10
		SP:Iteration 43Q (153652.690000 sec): 3 clusters
  Score: Raw -14020649.902931 + Penalty 3901.963387 = -14016747.939544
  nChanged 13
		SP:Iteration 44Q (153653.640000 sec): 3 clusters
  Score: Raw -14020651.146351 + Penalty 3901.963387 = -14016749.182965
  nChanged 17
		SP:Iteration 45Q (153654.500000 sec): 3 clusters
  Score: Raw -14020652.624118 + Penalty 3901.963387 = -14016750.660732
  nChanged 14
		SP:Iteration 46Q (153655.340000 sec): 3 clusters
  Score: Raw -14020653.769921 + Penalty 3901.963387 = -14016751.806534
  nChanged 9
		SP:Iteration 47Q (153656.190000 sec): 3 clusters
  Score: Raw -14020654.504122 + Penalty 3901.963387 = -14016752.540735
  nChanged 8
		SP:Iteration 48Q (153657.150000 sec): 3 clusters
  Score: Raw -14020655.446766 + Penalty 3901.963387 = -14016753.483379
  nChanged 12
		SP:Iteration 49Q (153658.040000 sec): 3 clusters
  Score: Raw -14020656.684278 + Penalty 3901.963387 = -14016754.720891
  nChanged 16
		SP:Iteration 50Q (153658.730000 sec): 3 clusters
  Score: Raw -14020657.714767 + Penalty 3901.963387 = -14016755.751381
  nChanged 7
		SP:Iteration 51Q (153659.580000 sec): 3 clusters
  Score: Raw -14020658.327836 + Penalty 3901.963387 = -14016756.364450
  nChanged 6
		SP:Iteration 52Q (153660.400000 sec): 3 clusters
  Score: Raw -14020658.914635 + Penalty 3901.963387 = -14016756.951248
  nChanged 5
		SP:Iteration 53Q (153661.180000 sec): 3 clusters
  Score: Raw -14020659.397760 + Penalty 3901.963387 = -14016757.434373
  nChanged 8
		SP:Iteration 54Q (153662.030000 sec): 3 clusters
  Score: Raw -14020659.841012 + Penalty 3901.963387 = -14016757.877625
  nChanged 4
		SP:Iteration 55Q (153662.950000 sec): 3 clusters
  Score: Raw -14020660.183253 + Penalty 3901.963387 = -14016758.219866
  nChanged 5
		SP:Iteration 56Q (153663.780000 sec): 3 clusters
  Score: Raw -14020660.771935 + Penalty 3901.963387 = -14016758.808548
  nChanged 7
		SP:Iteration 57Q (153664.700000 sec): 3 clusters
  Score: Raw -14020661.481445 + Penalty 3901.963387 = -14016759.518059
  nChanged 5
		SP:Iteration 58Q (153665.510000 sec): 3 clusters
  Score: Raw -14020661.935132 + Penalty 3901.963387 = -14016759.971745
  nChanged 4
		SP:Iteration 59Q (153666.280000 sec): 3 clusters
  Score: Raw -14020662.278226 + Penalty 3901.963387 = -14016760.314839
  nChanged 2
		SP:Iteration 60F (153667.120000 sec): 3 clusters
  Score: Raw -14020662.386384 + Penalty 3901.963387 = -14016760.422997
  nChanged 2
		SP:Iteration 61Q (153667.910000 sec): 3 clusters
  Score: Raw -14020662.527884 + Penalty 3901.963387 = -14016760.564497
  nChanged 0
		SP:Iteration 62F (153668.810000 sec): 3 clusters
  Score: Raw -14020662.527884 + Penalty 3901.963387 = -14016760.564497
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 6 (28013 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153669.100000 sec): 2 clusters
  Score: Raw -2290484.561164 + Penalty 1664.068895 = -2288820.492269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153669.350000 sec): 3 clusters
  Score: Raw -2273393.697119 + Penalty 3328.137789 = -2270065.559330
  nChanged 12853
		SP:Iteration 1F (153669.660000 sec): 3 clusters
  Score: Raw -2281052.847947 + Penalty 3328.137789 = -2277724.710158
  nChanged 1762
		SP:Iteration 2F (153669.940000 sec): 3 clusters
  Score: Raw -2282060.068805 + Penalty 3328.137789 = -2278731.931016
  nChanged 1842
		SP:Iteration 3F (153670.260000 sec): 3 clusters
  Score: Raw -2283299.510079 + Penalty 3328.137789 = -2279971.372290
  nChanged 1978
		SP:Iteration 4F (153670.590000 sec): 3 clusters
  Score: Raw -2284819.291505 + Penalty 3328.137789 = -2281491.153715
  nChanged 2029
		SP:Iteration 5F (153670.880000 sec): 3 clusters
  Score: Raw -2286454.440938 + Penalty 3328.137789 = -2283126.303148
  nChanged 1879
		SP:Iteration 6F (153671.140000 sec): 3 clusters
  Score: Raw -2287717.082334 + Penalty 3328.137789 = -2284388.944544
  nChanged 1435
		SP:Iteration 7F (153671.480000 sec): 3 clusters
  Score: Raw -2288451.139497 + Penalty 3328.137789 = -2285123.001708
  nChanged 978
		SP:Iteration 8Q (153671.760000 sec): 3 clusters
  Score: Raw -2288825.659342 + Penalty 3328.137789 = -2285497.521552
  nChanged 647
		SP:Iteration 9Q (153672.030000 sec): 3 clusters
  Score: Raw -2289031.737855 + Penalty 3328.137789 = -2285703.600065
  nChanged 522
		SP:Iteration 10Q (153672.350000 sec): 3 clusters
  Score: Raw -2289188.935596 + Penalty 3328.137789 = -2285860.797807
  nChanged 414
		SP:Iteration 11Q (153672.660000 sec): 3 clusters
  Score: Raw -2289306.816130 + Penalty 3328.137789 = -2285978.678340
  nChanged 348
		SP:Iteration 12Q (153672.950000 sec): 3 clusters
  Score: Raw -2289397.783802 + Penalty 3328.137789 = -2286069.646013
  nChanged 328
		SP:Iteration 13Q (153673.270000 sec): 3 clusters
  Score: Raw -2289474.596171 + Penalty 3328.137789 = -2286146.458382
  nChanged 287
		SP:Iteration 14Q (153673.610000 sec): 3 clusters
  Score: Raw -2289532.302924 + Penalty 3328.137789 = -2286204.165135
  nChanged 263
		SP:Iteration 15Q (153673.900000 sec): 3 clusters
  Score: Raw -2289579.175753 + Penalty 3328.137789 = -2286251.037964
  nChanged 215
		SP:Iteration 16Q (153674.230000 sec): 3 clusters
  Score: Raw -2289616.175505 + Penalty 3328.137789 = -2286288.037716
  nChanged 206
		SP:Iteration 17Q (153674.480000 sec): 3 clusters
  Score: Raw -2289649.236883 + Penalty 3328.137789 = -2286321.099094
  nChanged 171
		SP:Iteration 18Q (153674.800000 sec): 3 clusters
  Score: Raw -2289673.907468 + Penalty 3328.137789 = -2286345.769678
  nChanged 162
		SP:Iteration 19Q (153675.130000 sec): 3 clusters
  Score: Raw -2289694.510995 + Penalty 3328.137789 = -2286366.373206
  nChanged 144
		SP:Iteration 20F (153675.410000 sec): 3 clusters
  Score: Raw -2289712.495666 + Penalty 3328.137789 = -2286384.357877
  nChanged 137
		SP:Iteration 21Q (153675.720000 sec): 3 clusters
  Score: Raw -2289729.811766 + Penalty 3328.137789 = -2286401.673976
  nChanged 127
		SP:Iteration 22Q (153676.050000 sec): 3 clusters
  Score: Raw -2289746.476962 + Penalty 3328.137789 = -2286418.339173
  nChanged 118
		SP:Iteration 23Q (153676.330000 sec): 3 clusters
  Score: Raw -2289760.357163 + Penalty 3328.137789 = -2286432.219374
  nChanged 118
		SP:Iteration 24Q (153676.620000 sec): 3 clusters
  Score: Raw -2289775.245938 + Penalty 3328.137789 = -2286447.108149
  nChanged 120
		SP:Iteration 25Q (153676.920000 sec): 3 clusters
  Score: Raw -2289789.071895 + Penalty 3328.137789 = -2286460.934106
  nChanged 119
		SP:Iteration 26Q (153677.220000 sec): 3 clusters
  Score: Raw -2289803.789989 + Penalty 3328.137789 = -2286475.652200
  nChanged 107
		SP:Iteration 27Q (153677.530000 sec): 3 clusters
  Score: Raw -2289813.708094 + Penalty 3328.137789 = -2286485.570304
  nChanged 89
		SP:Iteration 28Q (153677.830000 sec): 3 clusters
  Score: Raw -2289822.582506 + Penalty 3328.137789 = -2286494.444717
  nChanged 90
		SP:Iteration 29Q (153678.180000 sec): 3 clusters
  Score: Raw -2289832.189595 + Penalty 3328.137789 = -2286504.051806
  nChanged 94
		SP:Iteration 30Q (153678.430000 sec): 3 clusters
  Score: Raw -2289842.643488 + Penalty 3328.137789 = -2286514.505698
  nChanged 103
		SP:Iteration 31Q (153678.750000 sec): 3 clusters
  Score: Raw -2289855.142043 + Penalty 3328.137789 = -2286527.004253
  nChanged 115
		SP:Iteration 32Q (153679.010000 sec): 3 clusters
  Score: Raw -2289868.713670 + Penalty 3328.137789 = -2286540.575881
  nChanged 109
		SP:Iteration 33Q (153679.320000 sec): 3 clusters
  Score: Raw -2289878.920029 + Penalty 3328.137789 = -2286550.782239
  nChanged 88
		SP:Iteration 34Q (153679.660000 sec): 3 clusters
  Score: Raw -2289886.864025 + Penalty 3328.137789 = -2286558.726235
  nChanged 73
		SP:Iteration 35Q (153679.970000 sec): 3 clusters
  Score: Raw -2289893.741012 + Penalty 3328.137789 = -2286565.603223
  nChanged 63
		SP:Iteration 36Q (153680.280000 sec): 3 clusters
  Score: Raw -2289898.929288 + Penalty 3328.137789 = -2286570.791499
  nChanged 65
		SP:Iteration 37Q (153680.600000 sec): 3 clusters
  Score: Raw -2289904.537553 + Penalty 3328.137789 = -2286576.399764
  nChanged 63
		SP:Iteration 38Q (153680.900000 sec): 3 clusters
  Score: Raw -2289911.425925 + Penalty 3328.137789 = -2286583.288136
  nChanged 72
		SP:Iteration 39Q (153681.190000 sec): 3 clusters
  Score: Raw -2289918.470021 + Penalty 3328.137789 = -2286590.332231
  nChanged 61
		SP:Iteration 40F (153681.440000 sec): 3 clusters
  Score: Raw -2289923.992184 + Penalty 3328.137789 = -2286595.854394
  nChanged 65
		SP:Iteration 41Q (153681.720000 sec): 3 clusters
  Score: Raw -2289929.914258 + Penalty 3328.137789 = -2286601.776469
  nChanged 64
		SP:Iteration 42Q (153682.020000 sec): 3 clusters
  Score: Raw -2289935.485893 + Penalty 3328.137789 = -2286607.348103
  nChanged 69
		SP:Iteration 43Q (153682.330000 sec): 3 clusters
  Score: Raw -2289941.614676 + Penalty 3328.137789 = -2286613.476887
  nChanged 74
		SP:Iteration 44Q (153682.650000 sec): 3 clusters
  Score: Raw -2289948.659287 + Penalty 3328.137789 = -2286620.521497
  nChanged 65
		SP:Iteration 45Q (153682.940000 sec): 3 clusters
  Score: Raw -2289953.546589 + Penalty 3328.137789 = -2286625.408800
  nChanged 49
		SP:Iteration 46Q (153683.200000 sec): 3 clusters
  Score: Raw -2289957.579552 + Penalty 3328.137789 = -2286629.441763
  nChanged 66
		SP:Iteration 47Q (153683.500000 sec): 3 clusters
  Score: Raw -2289963.575706 + Penalty 3328.137789 = -2286635.437916
  nChanged 69
		SP:Iteration 48Q (153683.840000 sec): 3 clusters
  Score: Raw -2289970.694093 + Penalty 3328.137789 = -2286642.556304
  nChanged 74
		SP:Iteration 49Q (153684.170000 sec): 3 clusters
  Score: Raw -2289978.762397 + Penalty 3328.137789 = -2286650.624608
  nChanged 79
		SP:Iteration 50Q (153684.520000 sec): 3 clusters
  Score: Raw -2289986.140140 + Penalty 3328.137789 = -2286658.002350
  nChanged 69
		SP:Iteration 51Q (153684.850000 sec): 3 clusters
  Score: Raw -2289992.247378 + Penalty 3328.137789 = -2286664.109589
  nChanged 66
		SP:Iteration 52Q (153685.120000 sec): 3 clusters
  Score: Raw -2289997.469976 + Penalty 3328.137789 = -2286669.332187
  nChanged 62
		SP:Iteration 53Q (153685.400000 sec): 3 clusters
  Score: Raw -2290001.559913 + Penalty 3328.137789 = -2286673.422124
  nChanged 57
		SP:Iteration 54Q (153685.650000 sec): 3 clusters
  Score: Raw -2290006.017659 + Penalty 3328.137789 = -2286677.879869
  nChanged 56
		SP:Iteration 55Q (153686.020000 sec): 3 clusters
  Score: Raw -2290010.712042 + Penalty 3328.137789 = -2286682.574252
  nChanged 58
		SP:Iteration 56Q (153686.310000 sec): 3 clusters
  Score: Raw -2290014.632001 + Penalty 3328.137789 = -2286686.494212
  nChanged 56
		SP:Iteration 57Q (153686.650000 sec): 3 clusters
  Score: Raw -2290019.354935 + Penalty 3328.137789 = -2286691.217146
  nChanged 58
		SP:Iteration 58Q (153686.910000 sec): 3 clusters
  Score: Raw -2290024.167910 + Penalty 3328.137789 = -2286696.030121
  nChanged 66
		SP:Iteration 59Q (153687.210000 sec): 3 clusters
  Score: Raw -2290030.276956 + Penalty 3328.137789 = -2286702.139166
  nChanged 71
		SP:Iteration 60F (153687.490000 sec): 3 clusters
  Score: Raw -2290036.108437 + Penalty 3328.137789 = -2286707.970648
  nChanged 66
		SP:Iteration 61Q (153687.840000 sec): 3 clusters
  Score: Raw -2290042.029613 + Penalty 3328.137789 = -2286713.891824
  nChanged 62
		SP:Iteration 62Q (153688.150000 sec): 3 clusters
  Score: Raw -2290047.113527 + Penalty 3328.137789 = -2286718.975737
  nChanged 59
		SP:Iteration 63Q (153688.490000 sec): 3 clusters
  Score: Raw -2290053.105365 + Penalty 3328.137789 = -2286724.967575
  nChanged 72
		SP:Iteration 64Q (153688.790000 sec): 3 clusters
  Score: Raw -2290059.932040 + Penalty 3328.137789 = -2286731.794250
  nChanged 75
		SP:Iteration 65Q (153689.120000 sec): 3 clusters
  Score: Raw -2290067.610844 + Penalty 3328.137789 = -2286739.473055
  nChanged 78
		SP:Iteration 66Q (153689.420000 sec): 3 clusters
  Score: Raw -2290074.573715 + Penalty 3328.137789 = -2286746.435926
  nChanged 64
		SP:Iteration 67Q (153689.730000 sec): 3 clusters
  Score: Raw -2290080.058876 + Penalty 3328.137789 = -2286751.921087
  nChanged 65
		SP:Iteration 68Q (153690.090000 sec): 3 clusters
  Score: Raw -2290085.018618 + Penalty 3328.137789 = -2286756.880829
  nChanged 50
		SP:Iteration 69Q (153690.380000 sec): 3 clusters
  Score: Raw -2290089.010358 + Penalty 3328.137789 = -2286760.872569
  nChanged 52
		SP:Iteration 70Q (153690.700000 sec): 3 clusters
  Score: Raw -2290093.563115 + Penalty 3328.137789 = -2286765.425326
  nChanged 56
		SP:Iteration 71Q (153691.060000 sec): 3 clusters
  Score: Raw -2290100.134292 + Penalty 3328.137789 = -2286771.996503
  nChanged 73
		SP:Iteration 72Q (153691.410000 sec): 3 clusters
  Score: Raw -2290109.094025 + Penalty 3328.137789 = -2286780.956236
  nChanged 77
		SP:Iteration 73Q (153691.740000 sec): 3 clusters
  Score: Raw -2290117.485891 + Penalty 3328.137789 = -2286789.348101
  nChanged 71
		SP:Iteration 74Q (153692.040000 sec): 3 clusters
  Score: Raw -2290125.307576 + Penalty 3328.137789 = -2286797.169787
  nChanged 74
		SP:Iteration 75Q (153692.400000 sec): 3 clusters
  Score: Raw -2290133.669490 + Penalty 3328.137789 = -2286805.531701
  nChanged 92
		SP:Iteration 76Q (153692.770000 sec): 3 clusters
  Score: Raw -2290143.527851 + Penalty 3328.137789 = -2286815.390062
  nChanged 96
		SP:Iteration 77Q (153693.060000 sec): 3 clusters
  Score: Raw -2290155.377497 + Penalty 3328.137789 = -2286827.239708
  nChanged 87
		SP:Iteration 78Q (153693.410000 sec): 3 clusters
  Score: Raw -2290165.546113 + Penalty 3328.137789 = -2286837.408323
  nChanged 95
		SP:Iteration 79Q (153693.690000 sec): 3 clusters
  Score: Raw -2290178.055510 + Penalty 3328.137789 = -2286849.917721
  nChanged 107
		SP:Iteration 80F (153694.020000 sec): 3 clusters
  Score: Raw -2290192.368524 + Penalty 3328.137789 = -2286864.230735
  nChanged 114
		SP:Iteration 81Q (153694.320000 sec): 3 clusters
  Score: Raw -2290207.828277 + Penalty 3328.137789 = -2286879.690487
  nChanged 111
		SP:Iteration 82Q (153694.600000 sec): 3 clusters
  Score: Raw -2290224.325487 + Penalty 3328.137789 = -2286896.187697
  nChanged 125
		SP:Iteration 83Q (153694.910000 sec): 3 clusters
  Score: Raw -2290245.388324 + Penalty 3328.137789 = -2286917.250535
  nChanged 127
		SP:Iteration 84Q (153695.230000 sec): 3 clusters
  Score: Raw -2290266.114750 + Penalty 3328.137789 = -2286937.976961
  nChanged 125
		SP:Iteration 85Q (153695.530000 sec): 3 clusters
  Score: Raw -2290283.991263 + Penalty 3328.137789 = -2286955.853473
  nChanged 116
		SP:Iteration 86Q (153695.860000 sec): 3 clusters
  Score: Raw -2290299.230830 + Penalty 3328.137789 = -2286971.093041
  nChanged 109
		SP:Iteration 87Q (153696.180000 sec): 3 clusters
  Score: Raw -2290311.744065 + Penalty 3328.137789 = -2286983.606275
  nChanged 98
		SP:Iteration 88Q (153696.470000 sec): 3 clusters
  Score: Raw -2290323.742023 + Penalty 3328.137789 = -2286995.604233
  nChanged 86
		SP:Iteration 89Q (153696.830000 sec): 3 clusters
  Score: Raw -2290334.978321 + Penalty 3328.137789 = -2287006.840532
  nChanged 90
		SP:Iteration 90Q (153697.120000 sec): 3 clusters
  Score: Raw -2290348.367233 + Penalty 3328.137789 = -2287020.229444
  nChanged 91
		SP:Iteration 91Q (153697.440000 sec): 3 clusters
  Score: Raw -2290361.719498 + Penalty 3328.137789 = -2287033.581709
  nChanged 81
		SP:Iteration 92Q (153697.820000 sec): 3 clusters
  Score: Raw -2290371.969780 + Penalty 3328.137789 = -2287043.831991
  nChanged 91
		SP:Iteration 93Q (153698.100000 sec): 3 clusters
  Score: Raw -2290382.242490 + Penalty 3328.137789 = -2287054.104701
  nChanged 78
		SP:Iteration 94Q (153698.440000 sec): 3 clusters
  Score: Raw -2290393.350022 + Penalty 3328.137789 = -2287065.212232
  nChanged 78
		SP:Iteration 95Q (153698.720000 sec): 3 clusters
  Score: Raw -2290403.140200 + Penalty 3328.137789 = -2287075.002411
  nChanged 77
		SP:Iteration 96Q (153699.000000 sec): 3 clusters
  Score: Raw -2290412.278747 + Penalty 3328.137789 = -2287084.140957
  nChanged 82
		SP:Iteration 97Q (153699.360000 sec): 3 clusters
  Score: Raw -2290421.376722 + Penalty 3328.137789 = -2287093.238933
  nChanged 83
		SP:Iteration 98Q (153699.660000 sec): 3 clusters
  Score: Raw -2290432.602404 + Penalty 3328.137789 = -2287104.464614
  nChanged 88
		SP:Iteration 99Q (153699.960000 sec): 3 clusters
  Score: Raw -2290443.710718 + Penalty 3328.137789 = -2287115.572929
  nChanged 75
		SP:Iteration 100F (153700.260000 sec): 3 clusters
  Score: Raw -2290453.256697 + Penalty 3328.137789 = -2287125.118907
  nChanged 84
		SP:Iteration 101Q (153700.620000 sec): 3 clusters
  Score: Raw -2290463.916141 + Penalty 3328.137789 = -2287135.778351
  nChanged 87
		SP:Iteration 102Q (153700.940000 sec): 3 clusters
  Score: Raw -2290474.569762 + Penalty 3328.137789 = -2287146.431973
  nChanged 87
		SP:Iteration 103Q (153701.230000 sec): 3 clusters
  Score: Raw -2290485.265602 + Penalty 3328.137789 = -2287157.127813
  nChanged 76
		SP:Iteration 104Q (153701.540000 sec): 3 clusters
  Score: Raw -2290494.466546 + Penalty 3328.137789 = -2287166.328757
  nChanged 84
		SP:Iteration 105Q (153701.820000 sec): 3 clusters
  Score: Raw -2290504.628016 + Penalty 3328.137789 = -2287176.490227
  nChanged 84
		SP:Iteration 106Q (153702.080000 sec): 3 clusters
  Score: Raw -2290515.354974 + Penalty 3328.137789 = -2287187.217185
  nChanged 92
		SP:Iteration 107Q (153702.380000 sec): 3 clusters
  Score: Raw -2290526.355494 + Penalty 3328.137789 = -2287198.217705
  nChanged 77
		SP:Iteration 108Q (153702.660000 sec): 3 clusters
  Score: Raw -2290538.187760 + Penalty 3328.137789 = -2287210.049971
  nChanged 84
		SP:Iteration 109Q (153702.930000 sec): 3 clusters
  Score: Raw -2290550.998015 + Penalty 3328.137789 = -2287222.860226
  nChanged 87
		SP:Iteration 110Q (153703.280000 sec): 3 clusters
  Score: Raw -2290562.477398 + Penalty 3328.137789 = -2287234.339608
  nChanged 83
		SP:Iteration 111Q (153703.540000 sec): 3 clusters
  Score: Raw -2290574.066862 + Penalty 3328.137789 = -2287245.929073
  nChanged 82
		SP:Iteration 112Q (153703.820000 sec): 3 clusters
  Score: Raw -2290586.475428 + Penalty 3328.137789 = -2287258.337639
  nChanged 90
		SP:Iteration 113Q (153704.120000 sec): 3 clusters
  Score: Raw -2290601.380672 + Penalty 3328.137789 = -2287273.242883
  nChanged 113
		SP:Iteration 114Q (153704.410000 sec): 3 clusters
  Score: Raw -2290620.983382 + Penalty 3328.137789 = -2287292.845593
  nChanged 104
		SP:Iteration 115Q (153704.660000 sec): 3 clusters
  Score: Raw -2290637.966843 + Penalty 3328.137789 = -2287309.829054
  nChanged 111
		SP:Iteration 116Q (153704.970000 sec): 3 clusters
  Score: Raw -2290659.449784 + Penalty 3328.137789 = -2287331.311995
  nChanged 120
		SP:Iteration 117Q (153705.250000 sec): 3 clusters
  Score: Raw -2290684.576572 + Penalty 3328.137789 = -2287356.438782
  nChanged 130
		SP:Iteration 118Q (153705.510000 sec): 3 clusters
  Score: Raw -2290714.456605 + Penalty 3328.137789 = -2287386.318816
  nChanged 136
		SP:Iteration 119Q (153705.810000 sec): 3 clusters
  Score: Raw -2290749.712197 + Penalty 3328.137789 = -2287421.574407
  nChanged 147
		SP:Iteration 120F (153706.090000 sec): 3 clusters
  Score: Raw -2290792.530950 + Penalty 3328.137789 = -2287464.393161
  nChanged 163
		SP:Iteration 121Q (153706.360000 sec): 3 clusters
  Score: Raw -2290840.141938 + Penalty 3328.137789 = -2287512.004148
  nChanged 170
		SP:Iteration 122Q (153706.650000 sec): 3 clusters
  Score: Raw -2290898.911799 + Penalty 3328.137789 = -2287570.774009
  nChanged 189
		SP:Iteration 123Q (153706.930000 sec): 3 clusters
  Score: Raw -2290972.709151 + Penalty 3328.137789 = -2287644.571362
  nChanged 199
		SP:Iteration 124Q (153707.250000 sec): 3 clusters
  Score: Raw -2291051.235959 + Penalty 3328.137789 = -2287723.098170
  nChanged 190
		SP:Iteration 125Q (153707.570000 sec): 3 clusters
  Score: Raw -2291135.800417 + Penalty 3328.137789 = -2287807.662627
  nChanged 187
		SP:Iteration 126Q (153707.850000 sec): 3 clusters
  Score: Raw -2291218.295493 + Penalty 3328.137789 = -2287890.157704
  nChanged 197
		SP:Iteration 127Q (153708.150000 sec): 3 clusters
  Score: Raw -2291298.293518 + Penalty 3328.137789 = -2287970.155729
  nChanged 189
		SP:Iteration 128Q (153708.390000 sec): 3 clusters
  Score: Raw -2291361.323781 + Penalty 3328.137789 = -2288033.185991
  nChanged 161
		SP:Iteration 129Q (153708.650000 sec): 3 clusters
  Score: Raw -2291408.559782 + Penalty 3328.137789 = -2288080.421993
  nChanged 135
		SP:Iteration 130Q (153708.950000 sec): 3 clusters
  Score: Raw -2291442.608733 + Penalty 3328.137789 = -2288114.470944
  nChanged 96
		SP:Iteration 131Q (153709.260000 sec): 3 clusters
  Score: Raw -2291463.284418 + Penalty 3328.137789 = -2288135.146629
  nChanged 91
		SP:Iteration 132Q (153709.550000 sec): 3 clusters
  Score: Raw -2291484.600189 + Penalty 3328.137789 = -2288156.462400
  nChanged 76
		SP:Iteration 133Q (153709.870000 sec): 3 clusters
  Score: Raw -2291499.199902 + Penalty 3328.137789 = -2288171.062113
  nChanged 73
		SP:Iteration 134Q (153710.140000 sec): 3 clusters
  Score: Raw -2291512.683408 + Penalty 3328.137789 = -2288184.545619
  nChanged 67
		SP:Iteration 135Q (153710.450000 sec): 3 clusters
  Score: Raw -2291525.026850 + Penalty 3328.137789 = -2288196.889060
  nChanged 60
		SP:Iteration 136Q (153710.730000 sec): 3 clusters
  Score: Raw -2291536.880765 + Penalty 3328.137789 = -2288208.742975
  nChanged 59
		SP:Iteration 137Q (153711.070000 sec): 3 clusters
  Score: Raw -2291546.565197 + Penalty 3328.137789 = -2288218.427408
  nChanged 44
		SP:Iteration 138Q (153711.330000 sec): 3 clusters
  Score: Raw -2291552.890491 + Penalty 3328.137789 = -2288224.752702
  nChanged 41
		SP:Iteration 139Q (153711.650000 sec): 3 clusters
  Score: Raw -2291559.731457 + Penalty 3328.137789 = -2288231.593668
  nChanged 40
		SP:Iteration 140F (153711.940000 sec): 3 clusters
  Score: Raw -2291567.036361 + Penalty 3328.137789 = -2288238.898572
  nChanged 45
		SP:Iteration 141Q (153712.210000 sec): 3 clusters
  Score: Raw -2291575.460947 + Penalty 3328.137789 = -2288247.323157
  nChanged 39
		SP:Iteration 142Q (153712.500000 sec): 3 clusters
  Score: Raw -2291581.129487 + Penalty 3328.137789 = -2288252.991698
  nChanged 25
		SP:Iteration 143Q (153712.800000 sec): 3 clusters
  Score: Raw -2291584.181018 + Penalty 3328.137789 = -2288256.043229
  nChanged 20
		SP:Iteration 144Q (153713.080000 sec): 3 clusters
  Score: Raw -2291587.092339 + Penalty 3328.137789 = -2288258.954549
  nChanged 24
		SP:Iteration 145Q (153713.420000 sec): 3 clusters
  Score: Raw -2291591.989659 + Penalty 3328.137789 = -2288263.851870
  nChanged 36
		SP:Iteration 146Q (153713.720000 sec): 3 clusters
  Score: Raw -2291598.800578 + Penalty 3328.137789 = -2288270.662789
  nChanged 46
		SP:Iteration 147Q (153714.040000 sec): 3 clusters
  Score: Raw -2291607.240892 + Penalty 3328.137789 = -2288279.103102
  nChanged 48
		SP:Iteration 148Q (153714.340000 sec): 3 clusters
  Score: Raw -2291616.833244 + Penalty 3328.137789 = -2288288.695454
  nChanged 57
		SP:Iteration 149Q (153714.690000 sec): 3 clusters
  Score: Raw -2291628.391613 + Penalty 3328.137789 = -2288300.253823
  nChanged 52
		SP:Iteration 150Q (153714.960000 sec): 3 clusters
  Score: Raw -2291641.733715 + Penalty 3328.137789 = -2288313.595925
  nChanged 57
		SP:Iteration 151Q (153715.200000 sec): 3 clusters
  Score: Raw -2291653.542603 + Penalty 3328.137789 = -2288325.404813
  nChanged 45
		SP:Iteration 152Q (153715.470000 sec): 3 clusters
  Score: Raw -2291661.797038 + Penalty 3328.137789 = -2288333.659249
  nChanged 34
		SP:Iteration 153Q (153715.770000 sec): 3 clusters
  Score: Raw -2291668.404476 + Penalty 3328.137789 = -2288340.266686
  nChanged 37
		SP:Iteration 154Q (153716.060000 sec): 3 clusters
  Score: Raw -2291675.446400 + Penalty 3328.137789 = -2288347.308611
  nChanged 38
		SP:Iteration 155Q (153716.400000 sec): 3 clusters
  Score: Raw -2291685.764803 + Penalty 3328.137789 = -2288357.627013
  nChanged 40
		SP:Iteration 156Q (153716.680000 sec): 3 clusters
  Score: Raw -2291696.182790 + Penalty 3328.137789 = -2288368.045001
  nChanged 47
		SP:Iteration 157Q (153716.970000 sec): 3 clusters
  Score: Raw -2291706.699030 + Penalty 3328.137789 = -2288378.561241
  nChanged 41
		SP:Iteration 158Q (153717.290000 sec): 3 clusters
  Score: Raw -2291716.670191 + Penalty 3328.137789 = -2288388.532401
  nChanged 33
		SP:Iteration 159Q (153717.580000 sec): 3 clusters
  Score: Raw -2291726.688607 + Penalty 3328.137789 = -2288398.550817
  nChanged 34
		SP:Iteration 160F (153717.920000 sec): 3 clusters
  Score: Raw -2291739.284092 + Penalty 3328.137789 = -2288411.146303
  nChanged 42
		SP:Iteration 161Q (153718.220000 sec): 3 clusters
  Score: Raw -2291752.812751 + Penalty 3328.137789 = -2288424.674962
  nChanged 41
		SP:Iteration 162Q (153718.520000 sec): 3 clusters
  Score: Raw -2291766.407591 + Penalty 3328.137789 = -2288438.269801
  nChanged 42
		SP:Iteration 163Q (153718.860000 sec): 3 clusters
  Score: Raw -2291782.412548 + Penalty 3328.137789 = -2288454.274759
  nChanged 52
		SP:Iteration 164Q (153719.120000 sec): 3 clusters
  Score: Raw -2291807.349546 + Penalty 3328.137789 = -2288479.211757
  nChanged 64
		SP:Iteration 165Q (153719.380000 sec): 3 clusters
  Score: Raw -2291840.142591 + Penalty 3328.137789 = -2288512.004802
  nChanged 63
		SP:Iteration 166Q (153719.710000 sec): 3 clusters
  Score: Raw -2291886.342421 + Penalty 3328.137789 = -2288558.204632
  nChanged 81
		SP:Iteration 167Q (153720.030000 sec): 3 clusters
  Score: Raw -2291945.062600 + Penalty 3328.137789 = -2288616.924810
  nChanged 100
		SP:Iteration 168Q (153720.270000 sec): 3 clusters
  Score: Raw -2292001.496789 + Penalty 3328.137789 = -2288673.359000
  nChanged 81
		SP:Iteration 169Q (153720.600000 sec): 3 clusters
  Score: Raw -2292036.451902 + Penalty 3328.137789 = -2288708.314113
  nChanged 58
		SP:Iteration 170Q (153720.890000 sec): 3 clusters
  Score: Raw -2292052.533339 + Penalty 3328.137789 = -2288724.395550
  nChanged 35
		SP:Iteration 171Q (153721.120000 sec): 3 clusters
  Score: Raw -2292062.540716 + Penalty 3328.137789 = -2288734.402927
  nChanged 28
		SP:Iteration 172Q (153721.400000 sec): 3 clusters
  Score: Raw -2292072.494174 + Penalty 3328.137789 = -2288744.356385
  nChanged 27
		SP:Iteration 173Q (153721.790000 sec): 3 clusters
  Score: Raw -2292080.056794 + Penalty 3328.137789 = -2288751.919005
  nChanged 29
		SP:Iteration 174Q (153722.100000 sec): 3 clusters
  Score: Raw -2292088.229007 + Penalty 3328.137789 = -2288760.091217
  nChanged 27
		SP:Iteration 175Q (153722.430000 sec): 3 clusters
  Score: Raw -2292093.776403 + Penalty 3328.137789 = -2288765.638614
  nChanged 16
		SP:Iteration 176Q (153722.690000 sec): 3 clusters
  Score: Raw -2292096.654452 + Penalty 3328.137789 = -2288768.516663
  nChanged 18
		SP:Iteration 177Q (153722.980000 sec): 3 clusters
  Score: Raw -2292099.924637 + Penalty 3328.137789 = -2288771.786848
  nChanged 8
		SP:Iteration 178Q (153723.270000 sec): 3 clusters
  Score: Raw -2292101.066403 + Penalty 3328.137789 = -2288772.928614
  nChanged 9
		SP:Iteration 179Q (153723.520000 sec): 3 clusters
  Score: Raw -2292102.136864 + Penalty 3328.137789 = -2288773.999075
  nChanged 6
		SP:Iteration 180F (153723.830000 sec): 3 clusters
  Score: Raw -2292102.989639 + Penalty 3328.137789 = -2288774.851849
  nChanged 7
		SP:Iteration 181Q (153724.080000 sec): 3 clusters
  Score: Raw -2292103.869630 + Penalty 3328.137789 = -2288775.731840
  nChanged 3
		SP:Iteration 182Q (153724.390000 sec): 3 clusters
  Score: Raw -2292104.337429 + Penalty 3328.137789 = -2288776.199640
  nChanged 2
		SP:Iteration 183Q (153724.690000 sec): 3 clusters
  Score: Raw -2292104.762915 + Penalty 3328.137789 = -2288776.625126
  nChanged 1
		SP:Iteration 184Q (153724.990000 sec): 3 clusters
  Score: Raw -2292104.866377 + Penalty 3328.137789 = -2288776.728588
  nChanged 1
		SP:Iteration 185Q (153725.280000 sec): 3 clusters
  Score: Raw -2292105.001376 + Penalty 3328.137789 = -2288776.863587
  nChanged 2
		SP:Iteration 186Q (153725.520000 sec): 3 clusters
  Score: Raw -2292105.428328 + Penalty 3328.137789 = -2288777.290539
  nChanged 1
		SP:Iteration 187Q (153725.820000 sec): 3 clusters
  Score: Raw -2292105.580696 + Penalty 3328.137789 = -2288777.442907
  nChanged 0
		SP:Iteration 188F (153726.140000 sec): 3 clusters
  Score: Raw -2292105.580696 + Penalty 3328.137789 = -2288777.442907
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 7 (26354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153726.360000 sec): 2 clusters
  Score: Raw -2027677.125370 + Penalty 1654.148494 = -2026022.976876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153726.680000 sec): 3 clusters
  Score: Raw -2011674.726556 + Penalty 3308.296987 = -2008366.429569
  nChanged 11920
		SP:Iteration 1F (153727.030000 sec): 3 clusters
  Score: Raw -2018666.630918 + Penalty 3308.296987 = -2015358.333930
  nChanged 1751
		SP:Iteration 2F (153727.350000 sec): 3 clusters
  Score: Raw -2019777.049670 + Penalty 3308.296987 = -2016468.752683
  nChanged 1898
		SP:Iteration 3F (153727.610000 sec): 3 clusters
  Score: Raw -2021214.333382 + Penalty 3308.296987 = -2017906.036395
  nChanged 2083
		SP:Iteration 4F (153727.880000 sec): 3 clusters
  Score: Raw -2022935.890387 + Penalty 3308.296987 = -2019627.593399
  nChanged 2042
		SP:Iteration 5F (153728.180000 sec): 3 clusters
  Score: Raw -2024632.053442 + Penalty 3308.296987 = -2021323.756455
  nChanged 1675
		SP:Iteration 6F (153728.450000 sec): 3 clusters
  Score: Raw -2025917.018900 + Penalty 3308.296987 = -2022608.721913
  nChanged 1325
		SP:Iteration 7F (153728.670000 sec): 3 clusters
  Score: Raw -2026718.323843 + Penalty 3308.296987 = -2023410.026856
  nChanged 1024
		SP:Iteration 8Q (153728.990000 sec): 3 clusters
  Score: Raw -2027202.621496 + Penalty 3308.296987 = -2023894.324509
  nChanged 741
		SP:Iteration 9Q (153729.300000 sec): 3 clusters
  Score: Raw -2027487.176147 + Penalty 3308.296987 = -2024178.879159
  nChanged 557
		SP:Iteration 10Q (153729.620000 sec): 3 clusters
  Score: Raw -2027683.876005 + Penalty 3308.296987 = -2024375.579018
  nChanged 408
		SP:Iteration 11Q (153729.900000 sec): 3 clusters
  Score: Raw -2027797.172363 + Penalty 3308.296987 = -2024488.875376
  nChanged 323
		SP:Iteration 12Q (153730.190000 sec): 3 clusters
  Score: Raw -2027872.655536 + Penalty 3308.296987 = -2024564.358549
  nChanged 261
		SP:Iteration 13Q (153730.550000 sec): 3 clusters
  Score: Raw -2027932.044127 + Penalty 3308.296987 = -2024623.747139
  nChanged 220
		SP:Iteration 14Q (153730.790000 sec): 3 clusters
  Score: Raw -2027977.731515 + Penalty 3308.296987 = -2024669.434527
  nChanged 198
		SP:Iteration 15Q (153731.020000 sec): 3 clusters
  Score: Raw -2028016.464464 + Penalty 3308.296987 = -2024708.167476
  nChanged 175
		SP:Iteration 16Q (153731.340000 sec): 3 clusters
  Score: Raw -2028049.052110 + Penalty 3308.296987 = -2024740.755123
  nChanged 166
		SP:Iteration 17Q (153731.700000 sec): 3 clusters
  Score: Raw -2028077.376266 + Penalty 3308.296987 = -2024769.079279
  nChanged 174
		SP:Iteration 18Q (153731.960000 sec): 3 clusters
  Score: Raw -2028110.179427 + Penalty 3308.296987 = -2024801.882440
  nChanged 176
		SP:Iteration 19Q (153732.290000 sec): 3 clusters
  Score: Raw -2028140.710744 + Penalty 3308.296987 = -2024832.413757
  nChanged 165
		SP:Iteration 20F (153732.620000 sec): 3 clusters
  Score: Raw -2028167.132567 + Penalty 3308.296987 = -2024858.835580
  nChanged 153
		SP:Iteration 21Q (153732.900000 sec): 3 clusters
  Score: Raw -2028192.514009 + Penalty 3308.296987 = -2024884.217022
  nChanged 152
		SP:Iteration 22Q (153733.190000 sec): 3 clusters
  Score: Raw -2028217.113624 + Penalty 3308.296987 = -2024908.816637
  nChanged 160
		SP:Iteration 23Q (153733.490000 sec): 3 clusters
  Score: Raw -2028247.407697 + Penalty 3308.296987 = -2024939.110710
  nChanged 170
		SP:Iteration 24Q (153733.800000 sec): 3 clusters
  Score: Raw -2028277.024308 + Penalty 3308.296987 = -2024968.727321
  nChanged 158
		SP:Iteration 25Q (153734.080000 sec): 3 clusters
  Score: Raw -2028302.257081 + Penalty 3308.296987 = -2024993.960094
  nChanged 133
		SP:Iteration 26Q (153734.390000 sec): 3 clusters
  Score: Raw -2028323.488987 + Penalty 3308.296987 = -2025015.192000
  nChanged 128
		SP:Iteration 27Q (153734.740000 sec): 3 clusters
  Score: Raw -2028342.906762 + Penalty 3308.296987 = -2025034.609775
  nChanged 122
		SP:Iteration 28Q (153735.050000 sec): 3 clusters
  Score: Raw -2028360.781376 + Penalty 3308.296987 = -2025052.484389
  nChanged 124
		SP:Iteration 29Q (153735.340000 sec): 3 clusters
  Score: Raw -2028380.509067 + Penalty 3308.296987 = -2025072.212080
  nChanged 133
		SP:Iteration 30Q (153735.700000 sec): 3 clusters
  Score: Raw -2028401.380869 + Penalty 3308.296987 = -2025093.083882
  nChanged 105
		SP:Iteration 31Q (153735.990000 sec): 3 clusters
  Score: Raw -2028415.054381 + Penalty 3308.296987 = -2025106.757394
  nChanged 122
		SP:Iteration 32Q (153736.290000 sec): 3 clusters
  Score: Raw -2028432.409057 + Penalty 3308.296987 = -2025124.112069
  nChanged 121
		SP:Iteration 33Q (153736.640000 sec): 3 clusters
  Score: Raw -2028452.980288 + Penalty 3308.296987 = -2025144.683301
  nChanged 130
		SP:Iteration 34Q (153736.910000 sec): 3 clusters
  Score: Raw -2028476.881260 + Penalty 3308.296987 = -2025168.584273
  nChanged 143
		SP:Iteration 35Q (153737.180000 sec): 3 clusters
  Score: Raw -2028503.498050 + Penalty 3308.296987 = -2025195.201063
  nChanged 157
		SP:Iteration 36Q (153737.540000 sec): 3 clusters
  Score: Raw -2028535.366886 + Penalty 3308.296987 = -2025227.069899
  nChanged 173
		SP:Iteration 37Q (153737.800000 sec): 3 clusters
  Score: Raw -2028575.686315 + Penalty 3308.296987 = -2025267.389328
  nChanged 193
		SP:Iteration 38Q (153738.080000 sec): 3 clusters
  Score: Raw -2028616.745497 + Penalty 3308.296987 = -2025308.448510
  nChanged 175
		SP:Iteration 39Q (153738.400000 sec): 3 clusters
  Score: Raw -2028652.829748 + Penalty 3308.296987 = -2025344.532761
  nChanged 160
		SP:Iteration 40F (153738.690000 sec): 3 clusters
  Score: Raw -2028684.816942 + Penalty 3308.296987 = -2025376.519955
  nChanged 151
		SP:Iteration 41Q (153738.960000 sec): 3 clusters
  Score: Raw -2028712.990875 + Penalty 3308.296987 = -2025404.693888
  nChanged 140
		SP:Iteration 42Q (153739.250000 sec): 3 clusters
  Score: Raw -2028737.451653 + Penalty 3308.296987 = -2025429.154666
  nChanged 141
		SP:Iteration 43Q (153739.620000 sec): 3 clusters
  Score: Raw -2028759.960394 + Penalty 3308.296987 = -2025451.663407
  nChanged 135
		SP:Iteration 44Q (153739.930000 sec): 3 clusters
  Score: Raw -2028788.458201 + Penalty 3308.296987 = -2025480.161214
  nChanged 165
		SP:Iteration 45Q (153740.200000 sec): 3 clusters
  Score: Raw -2028828.050541 + Penalty 3308.296987 = -2025519.753553
  nChanged 152
		SP:Iteration 46Q (153740.500000 sec): 3 clusters
  Score: Raw -2028860.267670 + Penalty 3308.296987 = -2025551.970683
  nChanged 149
		SP:Iteration 47Q (153740.750000 sec): 3 clusters
  Score: Raw -2028891.908024 + Penalty 3308.296987 = -2025583.611037
  nChanged 132
		SP:Iteration 48Q (153741.090000 sec): 3 clusters
  Score: Raw -2028919.401722 + Penalty 3308.296987 = -2025611.104735
  nChanged 118
		SP:Iteration 49Q (153741.350000 sec): 3 clusters
  Score: Raw -2028943.957161 + Penalty 3308.296987 = -2025635.660174
  nChanged 125
		SP:Iteration 50Q (153741.700000 sec): 3 clusters
  Score: Raw -2028971.226897 + Penalty 3308.296987 = -2025662.929910
  nChanged 122
		SP:Iteration 51Q (153742.020000 sec): 3 clusters
  Score: Raw -2028997.491954 + Penalty 3308.296987 = -2025689.194967
  nChanged 109
		SP:Iteration 52Q (153742.330000 sec): 3 clusters
  Score: Raw -2029023.998800 + Penalty 3308.296987 = -2025715.701812
  nChanged 129
		SP:Iteration 53Q (153742.600000 sec): 3 clusters
  Score: Raw -2029066.709041 + Penalty 3308.296987 = -2025758.412054
  nChanged 146
		SP:Iteration 54Q (153742.880000 sec): 3 clusters
  Score: Raw -2029140.914114 + Penalty 3308.296987 = -2025832.617127
  nChanged 150
		SP:Iteration 55Q (153743.200000 sec): 3 clusters
  Score: Raw -2029259.259267 + Penalty 3308.296987 = -2025950.962280
  nChanged 168
		SP:Iteration 56Q (153743.460000 sec): 3 clusters
  Score: Raw -2029448.543122 + Penalty 3308.296987 = -2026140.246135
  nChanged 180
		SP:Iteration 57Q (153743.670000 sec): 3 clusters
  Score: Raw -2029599.449857 + Penalty 3308.296987 = -2026291.152870
  nChanged 157
		SP:Iteration 58Q (153743.980000 sec): 3 clusters
  Score: Raw -2029674.268721 + Penalty 3308.296987 = -2026365.971734
  nChanged 128
		SP:Iteration 59Q (153744.320000 sec): 3 clusters
  Score: Raw -2029716.414939 + Penalty 3308.296987 = -2026408.117952
  nChanged 113
		SP:Iteration 60F (153744.610000 sec): 3 clusters
  Score: Raw -2029744.445156 + Penalty 3308.296987 = -2026436.148169
  nChanged 73
		SP:Iteration 61Q (153744.960000 sec): 3 clusters
  Score: Raw -2029761.396360 + Penalty 3308.296987 = -2026453.099373
  nChanged 65
		SP:Iteration 62Q (153745.200000 sec): 3 clusters
  Score: Raw -2029779.579662 + Penalty 3308.296987 = -2026471.282675
  nChanged 60
		SP:Iteration 63Q (153745.540000 sec): 3 clusters
  Score: Raw -2029795.254337 + Penalty 3308.296987 = -2026486.957350
  nChanged 57
		SP:Iteration 64Q (153745.810000 sec): 3 clusters
  Score: Raw -2029809.420820 + Penalty 3308.296987 = -2026501.123832
  nChanged 52
		SP:Iteration 65Q (153746.160000 sec): 3 clusters
  Score: Raw -2029824.777411 + Penalty 3308.296987 = -2026516.480424
  nChanged 62
		SP:Iteration 66Q (153746.470000 sec): 3 clusters
  Score: Raw -2029841.463362 + Penalty 3308.296987 = -2026533.166375
  nChanged 60
		SP:Iteration 67Q (153746.790000 sec): 3 clusters
  Score: Raw -2029855.916638 + Penalty 3308.296987 = -2026547.619651
  nChanged 60
		SP:Iteration 68Q (153747.130000 sec): 3 clusters
  Score: Raw -2029870.861666 + Penalty 3308.296987 = -2026562.564679
  nChanged 71
		SP:Iteration 69Q (153747.410000 sec): 3 clusters
  Score: Raw -2029890.391722 + Penalty 3308.296987 = -2026582.094735
  nChanged 58
		SP:Iteration 70Q (153747.700000 sec): 3 clusters
  Score: Raw -2029905.876779 + Penalty 3308.296987 = -2026597.579791
  nChanged 58
		SP:Iteration 71Q (153748.010000 sec): 3 clusters
  Score: Raw -2029915.976359 + Penalty 3308.296987 = -2026607.679372
  nChanged 47
		SP:Iteration 72Q (153748.280000 sec): 3 clusters
  Score: Raw -2029923.586682 + Penalty 3308.296987 = -2026615.289695
  nChanged 42
		SP:Iteration 73Q (153748.590000 sec): 3 clusters
  Score: Raw -2029929.696177 + Penalty 3308.296987 = -2026621.399190
  nChanged 35
		SP:Iteration 74Q (153748.910000 sec): 3 clusters
  Score: Raw -2029933.934617 + Penalty 3308.296987 = -2026625.637630
  nChanged 20
		SP:Iteration 75Q (153749.210000 sec): 3 clusters
  Score: Raw -2029935.857306 + Penalty 3308.296987 = -2026627.560319
  nChanged 8
		SP:Iteration 76Q (153749.500000 sec): 3 clusters
  Score: Raw -2029936.703540 + Penalty 3308.296987 = -2026628.406553
  nChanged 9
		SP:Iteration 77Q (153749.740000 sec): 3 clusters
  Score: Raw -2029938.301149 + Penalty 3308.296987 = -2026630.004162
  nChanged 17
		SP:Iteration 78Q (153750.000000 sec): 3 clusters
  Score: Raw -2029940.810375 + Penalty 3308.296987 = -2026632.513388
  nChanged 15
		SP:Iteration 79Q (153750.280000 sec): 3 clusters
  Score: Raw -2029942.906986 + Penalty 3308.296987 = -2026634.609998
  nChanged 7
		SP:Iteration 80F (153750.620000 sec): 3 clusters
  Score: Raw -2029944.004360 + Penalty 3308.296987 = -2026635.707373
  nChanged 11
		SP:Iteration 81Q (153750.910000 sec): 3 clusters
  Score: Raw -2029945.698503 + Penalty 3308.296987 = -2026637.401516
  nChanged 17
		SP:Iteration 82Q (153751.210000 sec): 3 clusters
  Score: Raw -2029948.538623 + Penalty 3308.296987 = -2026640.241636
  nChanged 21
		SP:Iteration 83Q (153751.470000 sec): 3 clusters
  Score: Raw -2029951.856403 + Penalty 3308.296987 = -2026643.559415
  nChanged 20
		SP:Iteration 84Q (153751.770000 sec): 3 clusters
  Score: Raw -2029954.381007 + Penalty 3308.296987 = -2026646.084020
  nChanged 9
		SP:Iteration 85Q (153752.070000 sec): 3 clusters
  Score: Raw -2029955.669441 + Penalty 3308.296987 = -2026647.372454
  nChanged 17
		SP:Iteration 86Q (153752.350000 sec): 3 clusters
  Score: Raw -2029958.392586 + Penalty 3308.296987 = -2026650.095599
  nChanged 13
		SP:Iteration 87Q (153752.630000 sec): 3 clusters
  Score: Raw -2029960.784850 + Penalty 3308.296987 = -2026652.487863
  nChanged 8
		SP:Iteration 88Q (153752.900000 sec): 3 clusters
  Score: Raw -2029961.825963 + Penalty 3308.296987 = -2026653.528976
  nChanged 4
		SP:Iteration 89Q (153753.180000 sec): 3 clusters
  Score: Raw -2029962.206332 + Penalty 3308.296987 = -2026653.909345
  nChanged 0
		SP:Iteration 90F (153753.490000 sec): 3 clusters
  Score: Raw -2029962.206332 + Penalty 3308.296987 = -2026653.909345
  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 10.71 GB.

 Trying to split cluster 8 (3499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153753.650000 sec): 2 clusters
  Score: Raw -291834.878028 + Penalty 1326.037780 = -290508.840248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153753.850000 sec): 3 clusters
  Score: Raw -290171.503298 + Penalty 2652.075560 = -287519.427738
  nChanged 1342
		SP:Iteration 1F (153754.060000 sec): 3 clusters
  Score: Raw -291127.174501 + Penalty 2652.075560 = -288475.098941
  nChanged 356
		SP:Iteration 2F (153754.210000 sec): 3 clusters
  Score: Raw -291537.176266 + Penalty 2652.075560 = -288885.100706
  nChanged 296
		SP:Iteration 3F (153754.400000 sec): 3 clusters
  Score: Raw -291864.238246 + Penalty 2652.075560 = -289212.162686
  nChanged 243
		SP:Iteration 4F (153754.640000 sec): 3 clusters
  Score: Raw -292077.155236 + Penalty 2652.075560 = -289425.079676
  nChanged 153
		SP:Iteration 5Q (153754.820000 sec): 3 clusters
  Score: Raw -292195.879943 + Penalty 2652.075560 = -289543.804383
  nChanged 124
		SP:Iteration 6Q (153755.000000 sec): 3 clusters
  Score: Raw -292273.259480 + Penalty 2652.075560 = -289621.183920
  nChanged 95
		SP:Iteration 7Q (153755.170000 sec): 3 clusters
  Score: Raw -292322.694744 + Penalty 2652.075560 = -289670.619184
  nChanged 57
		SP:Iteration 8Q (153755.380000 sec): 3 clusters
  Score: Raw -292349.992576 + Penalty 2652.075560 = -289697.917016
  nChanged 42
		SP:Iteration 9Q (153755.580000 sec): 3 clusters
  Score: Raw -292370.231202 + Penalty 2652.075560 = -289718.155642
  nChanged 29
		SP:Iteration 10Q (153755.760000 sec): 3 clusters
  Score: Raw -292382.427510 + Penalty 2652.075560 = -289730.351950
  nChanged 21
		SP:Iteration 11Q (153755.980000 sec): 3 clusters
  Score: Raw -292389.238157 + Penalty 2652.075560 = -289737.162597
  nChanged 14
		SP:Iteration 12Q (153756.180000 sec): 3 clusters
  Score: Raw -292392.854598 + Penalty 2652.075560 = -289740.779038
  nChanged 14
		SP:Iteration 13Q (153756.350000 sec): 3 clusters
  Score: Raw -292396.858603 + Penalty 2652.075560 = -289744.783043
  nChanged 10
		SP:Iteration 14Q (153756.580000 sec): 3 clusters
  Score: Raw -292400.273947 + Penalty 2652.075560 = -289748.198387
  nChanged 10
		SP:Iteration 15Q (153756.780000 sec): 3 clusters
  Score: Raw -292403.241327 + Penalty 2652.075560 = -289751.165767
  nChanged 8
		SP:Iteration 16Q (153756.980000 sec): 3 clusters
  Score: Raw -292405.827314 + Penalty 2652.075560 = -289753.751754
  nChanged 8
		SP:Iteration 17Q (153757.150000 sec): 3 clusters
  Score: Raw -292407.639549 + Penalty 2652.075560 = -289755.563989
  nChanged 7
		SP:Iteration 18Q (153757.350000 sec): 3 clusters
  Score: Raw -292409.672134 + Penalty 2652.075560 = -289757.596574
  nChanged 8
		SP:Iteration 19Q (153757.520000 sec): 3 clusters
  Score: Raw -292412.070275 + Penalty 2652.075560 = -289759.994715
  nChanged 7
		SP:Iteration 20F (153757.700000 sec): 3 clusters
  Score: Raw -292414.104451 + Penalty 2652.075560 = -289762.028891
  nChanged 6
		SP:Iteration 21Q (153757.940000 sec): 3 clusters
  Score: Raw -292415.790351 + Penalty 2652.075560 = -289763.714791
  nChanged 9
		SP:Iteration 22Q (153758.080000 sec): 3 clusters
  Score: Raw -292420.183213 + Penalty 2652.075560 = -289768.107653
  nChanged 12
		SP:Iteration 23Q (153758.290000 sec): 3 clusters
  Score: Raw -292426.480303 + Penalty 2652.075560 = -289774.404743
  nChanged 18
		SP:Iteration 24Q (153758.480000 sec): 3 clusters
  Score: Raw -292433.568842 + Penalty 2652.075560 = -289781.493282
  nChanged 16
		SP:Iteration 25Q (153758.700000 sec): 3 clusters
  Score: Raw -292440.737789 + Penalty 2652.075560 = -289788.662229
  nChanged 14
		SP:Iteration 26Q (153758.910000 sec): 3 clusters
  Score: Raw -292446.009913 + Penalty 2652.075560 = -289793.934353
  nChanged 16
		SP:Iteration 27Q (153759.100000 sec): 3 clusters
  Score: Raw -292451.591595 + Penalty 2652.075560 = -289799.516035
  nChanged 17
		SP:Iteration 28Q (153759.250000 sec): 3 clusters
  Score: Raw -292456.795529 + Penalty 2652.075560 = -289804.719969
  nChanged 9
		SP:Iteration 29Q (153759.430000 sec): 3 clusters
  Score: Raw -292459.339771 + Penalty 2652.075560 = -289807.264211
  nChanged 6
		SP:Iteration 30Q (153759.630000 sec): 3 clusters
  Score: Raw -292460.824380 + Penalty 2652.075560 = -289808.748820
  nChanged 8
		SP:Iteration 31Q (153759.810000 sec): 3 clusters
  Score: Raw -292463.527627 + Penalty 2652.075560 = -289811.452067
  nChanged 9
		SP:Iteration 32Q (153759.980000 sec): 3 clusters
  Score: Raw -292465.903879 + Penalty 2652.075560 = -289813.828319
  nChanged 7
		SP:Iteration 33Q (153760.200000 sec): 3 clusters
  Score: Raw -292467.831927 + Penalty 2652.075560 = -289815.756367
  nChanged 6
		SP:Iteration 34Q (153760.380000 sec): 3 clusters
  Score: Raw -292469.561503 + Penalty 2652.075560 = -289817.485943
  nChanged 3
		SP:Iteration 35Q (153760.590000 sec): 3 clusters
  Score: Raw -292470.737611 + Penalty 2652.075560 = -289818.662051
  nChanged 0
		SP:Iteration 36F (153760.750000 sec): 3 clusters
  Score: Raw -292470.737611 + Penalty 2652.075560 = -289818.662051
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 9 (9660 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153760.900000 sec): 2 clusters
  Score: Raw -830289.970216 + Penalty 1491.059201 = -828798.911016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153761.100000 sec): 3 clusters
  Score: Raw -824806.531903 + Penalty 2982.118401 = -821824.413501
  nChanged 4163
		SP:Iteration 1F (153761.330000 sec): 3 clusters
  Score: Raw -827045.577099 + Penalty 2982.118401 = -824063.458697
  nChanged 662
		SP:Iteration 2F (153761.590000 sec): 3 clusters
  Score: Raw -827339.395576 + Penalty 2982.118401 = -824357.277175
  nChanged 475
		SP:Iteration 3Q (153761.830000 sec): 3 clusters
  Score: Raw -827531.742810 + Penalty 2982.118401 = -824549.624408
  nChanged 392
		SP:Iteration 4Q (153762.120000 sec): 3 clusters
  Score: Raw -827710.251778 + Penalty 2982.118401 = -824728.133376
  nChanged 393
		SP:Iteration 5Q (153762.340000 sec): 3 clusters
  Score: Raw -827891.050676 + Penalty 2982.118401 = -824908.932274
  nChanged 363
		SP:Iteration 6Q (153762.570000 sec): 3 clusters
  Score: Raw -828056.601167 + Penalty 2982.118401 = -825074.482765
  nChanged 362
		SP:Iteration 7Q (153762.760000 sec): 3 clusters
  Score: Raw -828220.971154 + Penalty 2982.118401 = -825238.852753
  nChanged 367
		SP:Iteration 8Q (153763.000000 sec): 3 clusters
  Score: Raw -828385.887551 + Penalty 2982.118401 = -825403.769150
  nChanged 331
		SP:Iteration 9Q (153763.210000 sec): 3 clusters
  Score: Raw -828530.103091 + Penalty 2982.118401 = -825547.984690
  nChanged 323
		SP:Iteration 10Q (153763.440000 sec): 3 clusters
  Score: Raw -828674.761041 + Penalty 2982.118401 = -825692.642639
  nChanged 297
		SP:Iteration 11Q (153763.670000 sec): 3 clusters
  Score: Raw -828824.484283 + Penalty 2982.118401 = -825842.365881
  nChanged 307
		SP:Iteration 12Q (153763.900000 sec): 3 clusters
  Score: Raw -829002.282771 + Penalty 2982.118401 = -826020.164369
  nChanged 307
		SP:Iteration 13Q (153764.140000 sec): 3 clusters
  Score: Raw -829210.639171 + Penalty 2982.118401 = -826228.520770
  nChanged 303
		SP:Iteration 14Q (153764.390000 sec): 3 clusters
  Score: Raw -829446.049472 + Penalty 2982.118401 = -826463.931071
  nChanged 294
		SP:Iteration 15Q (153764.590000 sec): 3 clusters
  Score: Raw -829667.937004 + Penalty 2982.118401 = -826685.818603
  nChanged 253
		SP:Iteration 16Q (153764.850000 sec): 3 clusters
  Score: Raw -829825.905194 + Penalty 2982.118401 = -826843.786793
  nChanged 200
		SP:Iteration 17Q (153765.010000 sec): 3 clusters
  Score: Raw -829935.477798 + Penalty 2982.118401 = -826953.359396
  nChanged 171
		SP:Iteration 18Q (153765.240000 sec): 3 clusters
  Score: Raw -830020.920825 + Penalty 2982.118401 = -827038.802424
  nChanged 130
		SP:Iteration 19Q (153765.420000 sec): 3 clusters
  Score: Raw -830084.096789 + Penalty 2982.118401 = -827101.978388
  nChanged 136
		SP:Iteration 20F (153765.630000 sec): 3 clusters
  Score: Raw -830154.374468 + Penalty 2982.118401 = -827172.256066
  nChanged 126
		SP:Iteration 21Q (153765.820000 sec): 3 clusters
  Score: Raw -830217.934178 + Penalty 2982.118401 = -827235.815777
  nChanged 94
		SP:Iteration 22Q (153766.080000 sec): 3 clusters
  Score: Raw -830252.160769 + Penalty 2982.118401 = -827270.042367
  nChanged 68
		SP:Iteration 23Q (153766.250000 sec): 3 clusters
  Score: Raw -830273.445819 + Penalty 2982.118401 = -827291.327417
  nChanged 60
		SP:Iteration 24Q (153766.520000 sec): 3 clusters
  Score: Raw -830296.615964 + Penalty 2982.118401 = -827314.497563
  nChanged 43
		SP:Iteration 25Q (153766.720000 sec): 3 clusters
  Score: Raw -830311.391793 + Penalty 2982.118401 = -827329.273391
  nChanged 47
		SP:Iteration 26Q (153766.910000 sec): 3 clusters
  Score: Raw -830325.329351 + Penalty 2982.118401 = -827343.210950
  nChanged 46
		SP:Iteration 27Q (153767.110000 sec): 3 clusters
  Score: Raw -830340.045794 + Penalty 2982.118401 = -827357.927393
  nChanged 40
		SP:Iteration 28Q (153767.350000 sec): 3 clusters
  Score: Raw -830352.849371 + Penalty 2982.118401 = -827370.730969
  nChanged 33
		SP:Iteration 29Q (153767.590000 sec): 3 clusters
  Score: Raw -830364.479100 + Penalty 2982.118401 = -827382.360698
  nChanged 42
		SP:Iteration 30Q (153767.750000 sec): 3 clusters
  Score: Raw -830381.805307 + Penalty 2982.118401 = -827399.686905
  nChanged 46
		SP:Iteration 31Q (153767.950000 sec): 3 clusters
  Score: Raw -830398.424815 + Penalty 2982.118401 = -827416.306414
  nChanged 43
		SP:Iteration 32Q (153768.160000 sec): 3 clusters
  Score: Raw -830412.808346 + Penalty 2982.118401 = -827430.689945
  nChanged 39
		SP:Iteration 33Q (153768.370000 sec): 3 clusters
  Score: Raw -830428.802982 + Penalty 2982.118401 = -827446.684580
  nChanged 35
		SP:Iteration 34Q (153768.570000 sec): 3 clusters
  Score: Raw -830440.878912 + Penalty 2982.118401 = -827458.760511
  nChanged 32
		SP:Iteration 35Q (153768.750000 sec): 3 clusters
  Score: Raw -830453.901213 + Penalty 2982.118401 = -827471.782812
  nChanged 36
		SP:Iteration 36Q (153768.990000 sec): 3 clusters
  Score: Raw -830469.162589 + Penalty 2982.118401 = -827487.044188
  nChanged 31
		SP:Iteration 37Q (153769.190000 sec): 3 clusters
  Score: Raw -830483.543351 + Penalty 2982.118401 = -827501.424950
  nChanged 32
		SP:Iteration 38Q (153769.410000 sec): 3 clusters
  Score: Raw -830497.854768 + Penalty 2982.118401 = -827515.736367
  nChanged 36
		SP:Iteration 39Q (153769.610000 sec): 3 clusters
  Score: Raw -830513.159869 + Penalty 2982.118401 = -827531.041467
  nChanged 29
		SP:Iteration 40F (153769.800000 sec): 3 clusters
  Score: Raw -830525.270517 + Penalty 2982.118401 = -827543.152116
  nChanged 34
		SP:Iteration 41Q (153770.020000 sec): 3 clusters
  Score: Raw -830539.321152 + Penalty 2982.118401 = -827557.202751
  nChanged 30
		SP:Iteration 42Q (153770.240000 sec): 3 clusters
  Score: Raw -830552.106911 + Penalty 2982.118401 = -827569.988510
  nChanged 29
		SP:Iteration 43Q (153770.470000 sec): 3 clusters
  Score: Raw -830564.442653 + Penalty 2982.118401 = -827582.324251
  nChanged 26
		SP:Iteration 44Q (153770.690000 sec): 3 clusters
  Score: Raw -830574.850712 + Penalty 2982.118401 = -827592.732311
  nChanged 22
		SP:Iteration 45Q (153770.930000 sec): 3 clusters
  Score: Raw -830583.630300 + Penalty 2982.118401 = -827601.511899
  nChanged 19
		SP:Iteration 46Q (153771.140000 sec): 3 clusters
  Score: Raw -830590.385560 + Penalty 2982.118401 = -827608.267159
  nChanged 14
		SP:Iteration 47Q (153771.350000 sec): 3 clusters
  Score: Raw -830595.244851 + Penalty 2982.118401 = -827613.126449
  nChanged 15
		SP:Iteration 48Q (153771.580000 sec): 3 clusters
  Score: Raw -830602.302478 + Penalty 2982.118401 = -827620.184076
  nChanged 13
		SP:Iteration 49Q (153771.780000 sec): 3 clusters
  Score: Raw -830606.599750 + Penalty 2982.118401 = -827624.481349
  nChanged 5
		SP:Iteration 50Q (153771.980000 sec): 3 clusters
  Score: Raw -830608.925716 + Penalty 2982.118401 = -827626.807315
  nChanged 7
		SP:Iteration 51Q (153772.200000 sec): 3 clusters
  Score: Raw -830611.446737 + Penalty 2982.118401 = -827629.328336
  nChanged 6
		SP:Iteration 52Q (153772.390000 sec): 3 clusters
  Score: Raw -830614.345849 + Penalty 2982.118401 = -827632.227448
  nChanged 5
		SP:Iteration 53Q (153772.580000 sec): 3 clusters
  Score: Raw -830616.951820 + Penalty 2982.118401 = -827634.833418
  nChanged 9
		SP:Iteration 54Q (153772.790000 sec): 3 clusters
  Score: Raw -830621.997677 + Penalty 2982.118401 = -827639.879276
  nChanged 10
		SP:Iteration 55Q (153773.000000 sec): 3 clusters
  Score: Raw -830625.596177 + Penalty 2982.118401 = -827643.477776
  nChanged 5
		SP:Iteration 56Q (153773.170000 sec): 3 clusters
  Score: Raw -830626.971126 + Penalty 2982.118401 = -827644.852724
  nChanged 4
		SP:Iteration 57Q (153773.370000 sec): 3 clusters
  Score: Raw -830629.202316 + Penalty 2982.118401 = -827647.083915
  nChanged 5
		SP:Iteration 58Q (153773.620000 sec): 3 clusters
  Score: Raw -830631.445539 + Penalty 2982.118401 = -827649.327138
  nChanged 3
		SP:Iteration 59Q (153773.800000 sec): 3 clusters
  Score: Raw -830632.633110 + Penalty 2982.118401 = -827650.514709
  nChanged 6
		SP:Iteration 60F (153774.010000 sec): 3 clusters
  Score: Raw -830635.333163 + Penalty 2982.118401 = -827653.214761
  nChanged 7
		SP:Iteration 61Q (153774.240000 sec): 3 clusters
  Score: Raw -830638.503698 + Penalty 2982.118401 = -827656.385296
  nChanged 7
		SP:Iteration 62Q (153774.460000 sec): 3 clusters
  Score: Raw -830640.982203 + Penalty 2982.118401 = -827658.863802
  nChanged 7
		SP:Iteration 63Q (153774.610000 sec): 3 clusters
  Score: Raw -830642.908583 + Penalty 2982.118401 = -827660.790181
  nChanged 5
		SP:Iteration 64Q (153774.800000 sec): 3 clusters
  Score: Raw -830645.468771 + Penalty 2982.118401 = -827663.350370
  nChanged 3
		SP:Iteration 65Q (153775.060000 sec): 3 clusters
  Score: Raw -830647.590022 + Penalty 2982.118401 = -827665.471620
  nChanged 4
		SP:Iteration 66Q (153775.270000 sec): 3 clusters
  Score: Raw -830649.914867 + Penalty 2982.118401 = -827667.796466
  nChanged 2
		SP:Iteration 67Q (153775.420000 sec): 3 clusters
  Score: Raw -830650.300209 + Penalty 2982.118401 = -827668.181808
  nChanged 1
		SP:Iteration 68Q (153775.600000 sec): 3 clusters
  Score: Raw -830650.445314 + Penalty 2982.118401 = -827668.326913
  nChanged 0
		SP:Iteration 69F (153775.860000 sec): 3 clusters
  Score: Raw -830650.445314 + Penalty 2982.118401 = -827668.326913
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 10 (10099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153775.990000 sec): 2 clusters
  Score: Raw -854951.601815 + Penalty 1498.281149 = -853453.320666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153776.220000 sec): 3 clusters
  Score: Raw -849233.504154 + Penalty 2996.562299 = -846236.941856
  nChanged 4383
		SP:Iteration 1F (153776.470000 sec): 3 clusters
  Score: Raw -851856.486544 + Penalty 2996.562299 = -848859.924245
  nChanged 829
		SP:Iteration 2F (153776.690000 sec): 3 clusters
  Score: Raw -852443.132982 + Penalty 2996.562299 = -849446.570684
  nChanged 772
		SP:Iteration 3F (153776.920000 sec): 3 clusters
  Score: Raw -853009.781837 + Penalty 2996.562299 = -850013.219538
  nChanged 666
		SP:Iteration 4F (153777.120000 sec): 3 clusters
  Score: Raw -853476.371187 + Penalty 2996.562299 = -850479.808888
  nChanged 575
		SP:Iteration 5F (153777.340000 sec): 3 clusters
  Score: Raw -853875.427117 + Penalty 2996.562299 = -850878.864819
  nChanged 497
		SP:Iteration 6Q (153777.560000 sec): 3 clusters
  Score: Raw -854160.940829 + Penalty 2996.562299 = -851164.378530
  nChanged 378
		SP:Iteration 7Q (153777.730000 sec): 3 clusters
  Score: Raw -854355.179547 + Penalty 2996.562299 = -851358.617248
  nChanged 310
		SP:Iteration 8Q (153777.940000 sec): 3 clusters
  Score: Raw -854516.149125 + Penalty 2996.562299 = -851519.586826
  nChanged 289
		SP:Iteration 9Q (153778.170000 sec): 3 clusters
  Score: Raw -854668.283176 + Penalty 2996.562299 = -851671.720877
  nChanged 272
		SP:Iteration 10Q (153778.390000 sec): 3 clusters
  Score: Raw -854799.152357 + Penalty 2996.562299 = -851802.590058
  nChanged 229
		SP:Iteration 11Q (153778.640000 sec): 3 clusters
  Score: Raw -854909.179049 + Penalty 2996.562299 = -851912.616751
  nChanged 201
		SP:Iteration 12Q (153778.870000 sec): 3 clusters
  Score: Raw -855005.239454 + Penalty 2996.562299 = -852008.677155
  nChanged 184
		SP:Iteration 13Q (153779.090000 sec): 3 clusters
  Score: Raw -855098.746600 + Penalty 2996.562299 = -852102.184301
  nChanged 169
		SP:Iteration 14Q (153779.320000 sec): 3 clusters
  Score: Raw -855191.619348 + Penalty 2996.562299 = -852195.057050
  nChanged 172
		SP:Iteration 15Q (153779.530000 sec): 3 clusters
  Score: Raw -855277.186766 + Penalty 2996.562299 = -852280.624467
  nChanged 142
		SP:Iteration 16Q (153779.750000 sec): 3 clusters
  Score: Raw -855335.670079 + Penalty 2996.562299 = -852339.107781
  nChanged 126
		SP:Iteration 17Q (153779.960000 sec): 3 clusters
  Score: Raw -855387.780289 + Penalty 2996.562299 = -852391.217990
  nChanged 109
		SP:Iteration 18Q (153780.150000 sec): 3 clusters
  Score: Raw -855429.893569 + Penalty 2996.562299 = -852433.331270
  nChanged 79
		SP:Iteration 19Q (153780.410000 sec): 3 clusters
  Score: Raw -855458.769168 + Penalty 2996.562299 = -852462.206869
  nChanged 60
		SP:Iteration 20F (153780.570000 sec): 3 clusters
  Score: Raw -855481.815084 + Penalty 2996.562299 = -852485.252786
  nChanged 55
		SP:Iteration 21Q (153780.770000 sec): 3 clusters
  Score: Raw -855501.133875 + Penalty 2996.562299 = -852504.571576
  nChanged 44
		SP:Iteration 22Q (153780.970000 sec): 3 clusters
  Score: Raw -855522.248011 + Penalty 2996.562299 = -852525.685712
  nChanged 49
		SP:Iteration 23Q (153781.190000 sec): 3 clusters
  Score: Raw -855540.480261 + Penalty 2996.562299 = -852543.917963
  nChanged 40
		SP:Iteration 24Q (153781.370000 sec): 3 clusters
  Score: Raw -855553.280928 + Penalty 2996.562299 = -852556.718630
  nChanged 35
		SP:Iteration 25Q (153781.610000 sec): 3 clusters
  Score: Raw -855565.159699 + Penalty 2996.562299 = -852568.597401
  nChanged 39
		SP:Iteration 26Q (153781.810000 sec): 3 clusters
  Score: Raw -855580.682803 + Penalty 2996.562299 = -852584.120505
  nChanged 35
		SP:Iteration 27Q (153782.030000 sec): 3 clusters
  Score: Raw -855590.991583 + Penalty 2996.562299 = -852594.429285
  nChanged 28
		SP:Iteration 28Q (153782.240000 sec): 3 clusters
  Score: Raw -855598.172097 + Penalty 2996.562299 = -852601.609798
  nChanged 19
		SP:Iteration 29Q (153782.450000 sec): 3 clusters
  Score: Raw -855602.712112 + Penalty 2996.562299 = -852606.149813
  nChanged 18
		SP:Iteration 30Q (153782.670000 sec): 3 clusters
  Score: Raw -855607.474102 + Penalty 2996.562299 = -852610.911803
  nChanged 19
		SP:Iteration 31Q (153782.860000 sec): 3 clusters
  Score: Raw -855611.468421 + Penalty 2996.562299 = -852614.906123
  nChanged 19
		SP:Iteration 32Q (153783.100000 sec): 3 clusters
  Score: Raw -855615.705275 + Penalty 2996.562299 = -852619.142976
  nChanged 11
		SP:Iteration 33Q (153783.290000 sec): 3 clusters
  Score: Raw -855618.243733 + Penalty 2996.562299 = -852621.681435
  nChanged 6
		SP:Iteration 34Q (153783.490000 sec): 3 clusters
  Score: Raw -855619.053072 + Penalty 2996.562299 = -852622.490774
  nChanged 3
		SP:Iteration 35Q (153783.750000 sec): 3 clusters
  Score: Raw -855619.626138 + Penalty 2996.562299 = -852623.063840
  nChanged 2
		SP:Iteration 36Q (153783.970000 sec): 3 clusters
  Score: Raw -855619.791692 + Penalty 2996.562299 = -852623.229394
  nChanged 1
		SP:Iteration 37Q (153784.170000 sec): 3 clusters
  Score: Raw -855619.970095 + Penalty 2996.562299 = -852623.407797
  nChanged 0
		SP:Iteration 38F (153784.420000 sec): 3 clusters
  Score: Raw -855619.970095 + Penalty 2996.562299 = -852623.407797
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 11 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153784.530000 sec): 2 clusters
  Score: Raw -21275.816313 + Penalty 891.952381 = -20383.863932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153784.730000 sec): 3 clusters
  Score: Raw -21322.668467 + Penalty 1783.904761 = -19538.763706
  nChanged 32
		SP:Iteration 1F (153784.940000 sec): 3 clusters
  Score: Raw -21395.342065 + Penalty 1783.904761 = -19611.437304
  nChanged 11
		SP:Iteration 2Q (153785.120000 sec): 3 clusters
  Score: Raw -21416.776293 + Penalty 1783.904761 = -19632.871532
  nChanged 0
		SP:Iteration 3F (153785.350000 sec): 3 clusters
  Score: Raw -21416.776293 + Penalty 1783.904761 = -19632.871532
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 12 (3198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153785.500000 sec): 2 clusters
  Score: Raw -260455.262964 + Penalty 1311.420645 = -259143.842319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153785.720000 sec): 3 clusters
  Score: Raw -258939.170222 + Penalty 2622.841290 = -256316.328931
  nChanged 1200
		SP:Iteration 1F (153785.850000 sec): 3 clusters
  Score: Raw -259610.342279 + Penalty 2622.841290 = -256987.500988
  nChanged 247
		SP:Iteration 2F (153786.030000 sec): 3 clusters
  Score: Raw -259779.006522 + Penalty 2622.841290 = -257156.165231
  nChanged 173
		SP:Iteration 3F (153786.200000 sec): 3 clusters
  Score: Raw -259920.552040 + Penalty 2622.841290 = -257297.710749
  nChanged 174
		SP:Iteration 4F (153786.350000 sec): 3 clusters
  Score: Raw -260099.506437 + Penalty 2622.841290 = -257476.665147
  nChanged 190
		SP:Iteration 5F (153786.570000 sec): 3 clusters
  Score: Raw -260354.216589 + Penalty 2622.841290 = -257731.375299
  nChanged 197
		SP:Iteration 6F (153786.730000 sec): 3 clusters
  Score: Raw -260624.426162 + Penalty 2622.841290 = -258001.584872
  nChanged 196
		SP:Iteration 7F (153786.960000 sec): 3 clusters
  Score: Raw -260855.153835 + Penalty 2622.841290 = -258232.312545
  nChanged 164
		SP:Iteration 8F (153787.130000 sec): 3 clusters
  Score: Raw -261019.060902 + Penalty 2622.841290 = -258396.219612
  nChanged 124
		SP:Iteration 9Q (153787.310000 sec): 3 clusters
  Score: Raw -261120.270352 + Penalty 2622.841290 = -258497.429062
  nChanged 91
		SP:Iteration 10Q (153787.520000 sec): 3 clusters
  Score: Raw -261179.851890 + Penalty 2622.841290 = -258557.010600
  nChanged 58
		SP:Iteration 11Q (153787.740000 sec): 3 clusters
  Score: Raw -261209.478462 + Penalty 2622.841290 = -258586.637172
  nChanged 30
		SP:Iteration 12Q (153787.900000 sec): 3 clusters
  Score: Raw -261222.095784 + Penalty 2622.841290 = -258599.254494
  nChanged 14
		SP:Iteration 13Q (153788.100000 sec): 3 clusters
  Score: Raw -261227.385438 + Penalty 2622.841290 = -258604.544148
  nChanged 9
		SP:Iteration 14Q (153788.290000 sec): 3 clusters
  Score: Raw -261231.351670 + Penalty 2622.841290 = -258608.510379
  nChanged 7
		SP:Iteration 15Q (153788.500000 sec): 3 clusters
  Score: Raw -261235.089209 + Penalty 2622.841290 = -258612.247918
  nChanged 9
		SP:Iteration 16Q (153788.700000 sec): 3 clusters
  Score: Raw -261239.316545 + Penalty 2622.841290 = -258616.475255
  nChanged 6
		SP:Iteration 17Q (153788.870000 sec): 3 clusters
  Score: Raw -261241.592732 + Penalty 2622.841290 = -258618.751442
  nChanged 3
		SP:Iteration 18Q (153789.050000 sec): 3 clusters
  Score: Raw -261242.691406 + Penalty 2622.841290 = -258619.850115
  nChanged 4
		SP:Iteration 19Q (153789.240000 sec): 3 clusters
  Score: Raw -261243.864813 + Penalty 2622.841290 = -258621.023522
  nChanged 3
		SP:Iteration 20F (153789.380000 sec): 3 clusters
  Score: Raw -261244.896381 + Penalty 2622.841290 = -258622.055090
  nChanged 2
		SP:Iteration 21Q (153789.560000 sec): 3 clusters
  Score: Raw -261246.052738 + Penalty 2622.841290 = -258623.211448
  nChanged 1
		SP:Iteration 22Q (153789.780000 sec): 3 clusters
  Score: Raw -261246.335183 + Penalty 2622.841290 = -258623.493893
  nChanged 1
		SP:Iteration 23Q (153789.960000 sec): 3 clusters
  Score: Raw -261246.573662 + Penalty 2622.841290 = -258623.732372
  nChanged 1
		SP:Iteration 24Q (153790.140000 sec): 3 clusters
  Score: Raw -261246.849663 + Penalty 2622.841290 = -258624.008373
  nChanged 1
		SP:Iteration 25Q (153790.330000 sec): 3 clusters
  Score: Raw -261247.142783 + Penalty 2622.841290 = -258624.301493
  nChanged 3
		SP:Iteration 26Q (153790.450000 sec): 3 clusters
  Score: Raw -261248.710722 + Penalty 2622.841290 = -258625.869432
  nChanged 3
		SP:Iteration 27Q (153790.660000 sec): 3 clusters
  Score: Raw -261250.044841 + Penalty 2622.841290 = -258627.203551
  nChanged 4
		SP:Iteration 28Q (153790.860000 sec): 3 clusters
  Score: Raw -261251.181985 + Penalty 2622.841290 = -258628.340694
  nChanged 3
		SP:Iteration 29Q (153791.070000 sec): 3 clusters
  Score: Raw -261251.890995 + Penalty 2622.841290 = -258629.049704
  nChanged 0
		SP:Iteration 30F (153791.250000 sec): 3 clusters
  Score: Raw -261251.890995 + Penalty 2622.841290 = -258629.049704
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 13 (45710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153791.580000 sec): 2 clusters
  Score: Raw -4047714.943498 + Penalty 1743.636760 = -4045971.306737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153791.950000 sec): 3 clusters
  Score: Raw -4018842.513697 + Penalty 3487.273521 = -4015355.240177
  nChanged 21452
		SP:Iteration 1F (153792.360000 sec): 3 clusters
  Score: Raw -4030843.396856 + Penalty 3487.273521 = -4027356.123335
  nChanged 1874
		SP:Iteration 2Q (153792.750000 sec): 3 clusters
  Score: Raw -4031454.847343 + Penalty 3487.273521 = -4027967.573822
  nChanged 1899
		SP:Iteration 3Q (153793.170000 sec): 3 clusters
  Score: Raw -4032213.176790 + Penalty 3487.273521 = -4028725.903269
  nChanged 2131
		SP:Iteration 4Q (153793.570000 sec): 3 clusters
  Score: Raw -4033227.905068 + Penalty 3487.273521 = -4029740.631547
  nChanged 2413
		SP:Iteration 5F (153793.930000 sec): 3 clusters
  Score: Raw -4034600.131772 + Penalty 3487.273521 = -4031112.858251
  nChanged 2650
		SP:Iteration 6F (153794.340000 sec): 3 clusters
  Score: Raw -4036139.615943 + Penalty 3487.273521 = -4032652.342423
  nChanged 2646
		SP:Iteration 7F (153794.670000 sec): 3 clusters
  Score: Raw -4037696.309572 + Penalty 3487.273521 = -4034209.036052
  nChanged 2453
		SP:Iteration 8F (153795.090000 sec): 3 clusters
  Score: Raw -4039035.183751 + Penalty 3487.273521 = -4035547.910230
  nChanged 2217
		SP:Iteration 9Q (153795.470000 sec): 3 clusters
  Score: Raw -4040206.933765 + Penalty 3487.273521 = -4036719.660245
  nChanged 1959
		SP:Iteration 10Q (153795.840000 sec): 3 clusters
  Score: Raw -4041265.636654 + Penalty 3487.273521 = -4037778.363133
  nChanged 1745
		SP:Iteration 11Q (153796.270000 sec): 3 clusters
  Score: Raw -4042205.957944 + Penalty 3487.273521 = -4038718.684423
  nChanged 1566
		SP:Iteration 12Q (153796.630000 sec): 3 clusters
  Score: Raw -4042999.705592 + Penalty 3487.273521 = -4039512.432071
  nChanged 1266
		SP:Iteration 13Q (153797.000000 sec): 3 clusters
  Score: Raw -4043574.523009 + Penalty 3487.273521 = -4040087.249489
  nChanged 1050
		SP:Iteration 14Q (153797.420000 sec): 3 clusters
  Score: Raw -4043954.958605 + Penalty 3487.273521 = -4040467.685085
  nChanged 789
		SP:Iteration 15Q (153797.760000 sec): 3 clusters
  Score: Raw -4044237.958090 + Penalty 3487.273521 = -4040750.684569
  nChanged 695
		SP:Iteration 16Q (153798.120000 sec): 3 clusters
  Score: Raw -4044463.694861 + Penalty 3487.273521 = -4040976.421340
  nChanged 621
		SP:Iteration 17Q (153798.500000 sec): 3 clusters
  Score: Raw -4044652.767533 + Penalty 3487.273521 = -4041165.494012
  nChanged 528
		SP:Iteration 18Q (153798.900000 sec): 3 clusters
  Score: Raw -4044809.934325 + Penalty 3487.273521 = -4041322.660804
  nChanged 506
		SP:Iteration 19Q (153799.270000 sec): 3 clusters
  Score: Raw -4044953.026714 + Penalty 3487.273521 = -4041465.753193
  nChanged 484
		SP:Iteration 20F (153799.640000 sec): 3 clusters
  Score: Raw -4045085.313386 + Penalty 3487.273521 = -4041598.039866
  nChanged 471
		SP:Iteration 21Q (153800.010000 sec): 3 clusters
  Score: Raw -4045199.459533 + Penalty 3487.273521 = -4041712.186013
  nChanged 415
		SP:Iteration 22Q (153800.400000 sec): 3 clusters
  Score: Raw -4045290.349626 + Penalty 3487.273521 = -4041803.076105
  nChanged 365
		SP:Iteration 23Q (153800.790000 sec): 3 clusters
  Score: Raw -4045377.556563 + Penalty 3487.273521 = -4041890.283043
  nChanged 324
		SP:Iteration 24Q (153801.170000 sec): 3 clusters
  Score: Raw -4045442.179570 + Penalty 3487.273521 = -4041954.906049
  nChanged 286
		SP:Iteration 25Q (153801.540000 sec): 3 clusters
  Score: Raw -4045494.268586 + Penalty 3487.273521 = -4042006.995066
  nChanged 260
		SP:Iteration 26Q (153801.960000 sec): 3 clusters
  Score: Raw -4045534.609894 + Penalty 3487.273521 = -4042047.336373
  nChanged 236
		SP:Iteration 27Q (153802.400000 sec): 3 clusters
  Score: Raw -4045566.595568 + Penalty 3487.273521 = -4042079.322048
  nChanged 209
		SP:Iteration 28Q (153802.820000 sec): 3 clusters
  Score: Raw -4045593.325232 + Penalty 3487.273521 = -4042106.051711
  nChanged 204
		SP:Iteration 29Q (153803.240000 sec): 3 clusters
  Score: Raw -4045617.215980 + Penalty 3487.273521 = -4042129.942459
  nChanged 166
		SP:Iteration 30Q (153803.580000 sec): 3 clusters
  Score: Raw -4045634.259302 + Penalty 3487.273521 = -4042146.985781
  nChanged 146
		SP:Iteration 31Q (153803.980000 sec): 3 clusters
  Score: Raw -4045647.729692 + Penalty 3487.273521 = -4042160.456171
  nChanged 143
		SP:Iteration 32Q (153804.370000 sec): 3 clusters
  Score: Raw -4045659.500694 + Penalty 3487.273521 = -4042172.227173
  nChanged 118
		SP:Iteration 33Q (153804.790000 sec): 3 clusters
  Score: Raw -4045669.643172 + Penalty 3487.273521 = -4042182.369651
  nChanged 121
		SP:Iteration 34Q (153805.180000 sec): 3 clusters
  Score: Raw -4045679.559960 + Penalty 3487.273521 = -4042192.286440
  nChanged 107
		SP:Iteration 35Q (153805.590000 sec): 3 clusters
  Score: Raw -4045686.819433 + Penalty 3487.273521 = -4042199.545913
  nChanged 86
		SP:Iteration 36Q (153805.910000 sec): 3 clusters
  Score: Raw -4045691.923311 + Penalty 3487.273521 = -4042204.649791
  nChanged 89
		SP:Iteration 37Q (153806.320000 sec): 3 clusters
  Score: Raw -4045698.057278 + Penalty 3487.273521 = -4042210.783757
  nChanged 87
		SP:Iteration 38Q (153806.720000 sec): 3 clusters
  Score: Raw -4045703.592834 + Penalty 3487.273521 = -4042216.319313
  nChanged 84
		SP:Iteration 39Q (153807.100000 sec): 3 clusters
  Score: Raw -4045709.500987 + Penalty 3487.273521 = -4042222.227466
  nChanged 83
		SP:Iteration 40F (153807.460000 sec): 3 clusters
  Score: Raw -4045715.656935 + Penalty 3487.273521 = -4042228.383415
  nChanged 84
		SP:Iteration 41Q (153807.860000 sec): 3 clusters
  Score: Raw -4045721.826664 + Penalty 3487.273521 = -4042234.553143
  nChanged 82
		SP:Iteration 42Q (153808.300000 sec): 3 clusters
  Score: Raw -4045727.026880 + Penalty 3487.273521 = -4042239.753359
  nChanged 78
		SP:Iteration 43Q (153808.710000 sec): 3 clusters
  Score: Raw -4045731.130069 + Penalty 3487.273521 = -4042243.856548
  nChanged 64
		SP:Iteration 44Q (153809.150000 sec): 3 clusters
  Score: Raw -4045734.540489 + Penalty 3487.273521 = -4042247.266969
  nChanged 63
		SP:Iteration 45Q (153809.580000 sec): 3 clusters
  Score: Raw -4045737.914415 + Penalty 3487.273521 = -4042250.640894
  nChanged 64
		SP:Iteration 46Q (153809.970000 sec): 3 clusters
  Score: Raw -4045741.645509 + Penalty 3487.273521 = -4042254.371988
  nChanged 63
		SP:Iteration 47Q (153810.330000 sec): 3 clusters
  Score: Raw -4045744.873922 + Penalty 3487.273521 = -4042257.600402
  nChanged 50
		SP:Iteration 48Q (153810.750000 sec): 3 clusters
  Score: Raw -4045747.912704 + Penalty 3487.273521 = -4042260.639183
  nChanged 57
		SP:Iteration 49Q (153811.130000 sec): 3 clusters
  Score: Raw -4045750.975984 + Penalty 3487.273521 = -4042263.702463
  nChanged 49
		SP:Iteration 50Q (153811.460000 sec): 3 clusters
  Score: Raw -4045754.028963 + Penalty 3487.273521 = -4042266.755443
  nChanged 57
		SP:Iteration 51Q (153811.840000 sec): 3 clusters
  Score: Raw -4045757.110051 + Penalty 3487.273521 = -4042269.836530
  nChanged 46
		SP:Iteration 52Q (153812.230000 sec): 3 clusters
  Score: Raw -4045759.432483 + Penalty 3487.273521 = -4042272.158963
  nChanged 42
		SP:Iteration 53Q (153812.590000 sec): 3 clusters
  Score: Raw -4045761.110495 + Penalty 3487.273521 = -4042273.836975
  nChanged 29
		SP:Iteration 54Q (153813.020000 sec): 3 clusters
  Score: Raw -4045762.112785 + Penalty 3487.273521 = -4042274.839264
  nChanged 28
		SP:Iteration 55Q (153813.350000 sec): 3 clusters
  Score: Raw -4045763.060056 + Penalty 3487.273521 = -4042275.786535
  nChanged 17
		SP:Iteration 56Q (153813.750000 sec): 3 clusters
  Score: Raw -4045763.479148 + Penalty 3487.273521 = -4042276.205628
  nChanged 17
		SP:Iteration 57Q (153814.160000 sec): 3 clusters
  Score: Raw -4045764.041991 + Penalty 3487.273521 = -4042276.768471
  nChanged 21
		SP:Iteration 58Q (153814.500000 sec): 3 clusters
  Score: Raw -4045764.817837 + Penalty 3487.273521 = -4042277.544317
  nChanged 20
		SP:Iteration 59Q (153814.880000 sec): 3 clusters
  Score: Raw -4045765.446007 + Penalty 3487.273521 = -4042278.172486
  nChanged 22
		SP:Iteration 60F (153815.280000 sec): 3 clusters
  Score: Raw -4045766.301775 + Penalty 3487.273521 = -4042279.028254
  nChanged 23
		SP:Iteration 61Q (153815.680000 sec): 3 clusters
  Score: Raw -4045767.351173 + Penalty 3487.273521 = -4042280.077652
  nChanged 27
		SP:Iteration 62Q (153816.050000 sec): 3 clusters
  Score: Raw -4045768.504766 + Penalty 3487.273521 = -4042281.231245
  nChanged 24
		SP:Iteration 63Q (153816.440000 sec): 3 clusters
  Score: Raw -4045769.370813 + Penalty 3487.273521 = -4042282.097292
  nChanged 24
		SP:Iteration 64Q (153816.900000 sec): 3 clusters
  Score: Raw -4045770.211404 + Penalty 3487.273521 = -4042282.937883
  nChanged 24
		SP:Iteration 65Q (153817.290000 sec): 3 clusters
  Score: Raw -4045770.974120 + Penalty 3487.273521 = -4042283.700599
  nChanged 19
		SP:Iteration 66Q (153817.690000 sec): 3 clusters
  Score: Raw -4045771.695045 + Penalty 3487.273521 = -4042284.421524
  nChanged 17
		SP:Iteration 67Q (153818.070000 sec): 3 clusters
  Score: Raw -4045772.480198 + Penalty 3487.273521 = -4042285.206678
  nChanged 27
		SP:Iteration 68Q (153818.410000 sec): 3 clusters
  Score: Raw -4045773.601198 + Penalty 3487.273521 = -4042286.327677
  nChanged 36
		SP:Iteration 69Q (153818.750000 sec): 3 clusters
  Score: Raw -4045775.167090 + Penalty 3487.273521 = -4042287.893570
  nChanged 39
		SP:Iteration 70Q (153819.110000 sec): 3 clusters
  Score: Raw -4045777.047313 + Penalty 3487.273521 = -4042289.773792
  nChanged 36
		SP:Iteration 71Q (153819.480000 sec): 3 clusters
  Score: Raw -4045778.714625 + Penalty 3487.273521 = -4042291.441104
  nChanged 33
		SP:Iteration 72Q (153819.900000 sec): 3 clusters
  Score: Raw -4045779.885946 + Penalty 3487.273521 = -4042292.612426
  nChanged 32
		SP:Iteration 73Q (153820.300000 sec): 3 clusters
  Score: Raw -4045781.304192 + Penalty 3487.273521 = -4042294.030671
  nChanged 41
		SP:Iteration 74Q (153820.670000 sec): 3 clusters
  Score: Raw -4045783.210757 + Penalty 3487.273521 = -4042295.937237
  nChanged 47
		SP:Iteration 75Q (153821.030000 sec): 3 clusters
  Score: Raw -4045785.401993 + Penalty 3487.273521 = -4042298.128473
  nChanged 43
		SP:Iteration 76Q (153821.400000 sec): 3 clusters
  Score: Raw -4045787.605943 + Penalty 3487.273521 = -4042300.332422
  nChanged 48
		SP:Iteration 77Q (153821.730000 sec): 3 clusters
  Score: Raw -4045790.635000 + Penalty 3487.273521 = -4042303.361479
  nChanged 48
		SP:Iteration 78Q (153822.110000 sec): 3 clusters
  Score: Raw -4045793.318766 + Penalty 3487.273521 = -4042306.045246
  nChanged 49
		SP:Iteration 79Q (153822.540000 sec): 3 clusters
  Score: Raw -4045796.340066 + Penalty 3487.273521 = -4042309.066546
  nChanged 55
		SP:Iteration 80F (153822.850000 sec): 3 clusters
  Score: Raw -4045799.080958 + Penalty 3487.273521 = -4042311.807438
  nChanged 55
		SP:Iteration 81Q (153823.260000 sec): 3 clusters
  Score: Raw -4045801.320595 + Penalty 3487.273521 = -4042314.047075
  nChanged 49
		SP:Iteration 82Q (153823.690000 sec): 3 clusters
  Score: Raw -4045803.022205 + Penalty 3487.273521 = -4042315.748685
  nChanged 39
		SP:Iteration 83Q (153824.080000 sec): 3 clusters
  Score: Raw -4045804.786552 + Penalty 3487.273521 = -4042317.513031
  nChanged 42
		SP:Iteration 84Q (153824.380000 sec): 3 clusters
  Score: Raw -4045806.690059 + Penalty 3487.273521 = -4042319.416538
  nChanged 49
		SP:Iteration 85Q (153824.740000 sec): 3 clusters
  Score: Raw -4045808.936431 + Penalty 3487.273521 = -4042321.662910
  nChanged 50
		SP:Iteration 86Q (153825.150000 sec): 3 clusters
  Score: Raw -4045811.137334 + Penalty 3487.273521 = -4042323.863813
  nChanged 49
		SP:Iteration 87Q (153825.500000 sec): 3 clusters
  Score: Raw -4045813.222769 + Penalty 3487.273521 = -4042325.949248
  nChanged 49
		SP:Iteration 88Q (153825.870000 sec): 3 clusters
  Score: Raw -4045815.216490 + Penalty 3487.273521 = -4042327.942969
  nChanged 51
		SP:Iteration 89Q (153826.260000 sec): 3 clusters
  Score: Raw -4045817.733654 + Penalty 3487.273521 = -4042330.460133
  nChanged 57
		SP:Iteration 90Q (153826.630000 sec): 3 clusters
  Score: Raw -4045820.595965 + Penalty 3487.273521 = -4042333.322444
  nChanged 56
		SP:Iteration 91Q (153827.010000 sec): 3 clusters
  Score: Raw -4045822.862439 + Penalty 3487.273521 = -4042335.588918
  nChanged 52
		SP:Iteration 92Q (153827.380000 sec): 3 clusters
  Score: Raw -4045825.255136 + Penalty 3487.273521 = -4042337.981616
  nChanged 58
		SP:Iteration 93Q (153827.770000 sec): 3 clusters
  Score: Raw -4045828.441266 + Penalty 3487.273521 = -4042341.167745
  nChanged 47
		SP:Iteration 94Q (153828.160000 sec): 3 clusters
  Score: Raw -4045830.684676 + Penalty 3487.273521 = -4042343.411156
  nChanged 46
		SP:Iteration 95Q (153828.460000 sec): 3 clusters
  Score: Raw -4045832.893714 + Penalty 3487.273521 = -4042345.620194
  nChanged 50
		SP:Iteration 96Q (153828.830000 sec): 3 clusters
  Score: Raw -4045835.432381 + Penalty 3487.273521 = -4042348.158861
  nChanged 55
		SP:Iteration 97Q (153829.180000 sec): 3 clusters
  Score: Raw -4045838.173000 + Penalty 3487.273521 = -4042350.899479
  nChanged 53
		SP:Iteration 98Q (153829.510000 sec): 3 clusters
  Score: Raw -4045841.351157 + Penalty 3487.273521 = -4042354.077636
  nChanged 64
		SP:Iteration 99Q (153829.860000 sec): 3 clusters
  Score: Raw -4045844.669152 + Penalty 3487.273521 = -4042357.395631
  nChanged 55
		SP:Iteration 100F (153830.210000 sec): 3 clusters
  Score: Raw -4045847.332830 + Penalty 3487.273521 = -4042360.059309
  nChanged 55
		SP:Iteration 101Q (153830.520000 sec): 3 clusters
  Score: Raw -4045850.221025 + Penalty 3487.273521 = -4042362.947505
  nChanged 50
		SP:Iteration 102Q (153830.870000 sec): 3 clusters
  Score: Raw -4045852.970281 + Penalty 3487.273521 = -4042365.696761
  nChanged 56
		SP:Iteration 103Q (153831.230000 sec): 3 clusters
  Score: Raw -4045856.323528 + Penalty 3487.273521 = -4042369.050008
  nChanged 64
		SP:Iteration 104Q (153831.640000 sec): 3 clusters
  Score: Raw -4045859.949738 + Penalty 3487.273521 = -4042372.676217
  nChanged 56
		SP:Iteration 105Q (153832.090000 sec): 3 clusters
  Score: Raw -4045863.167668 + Penalty 3487.273521 = -4042375.894147
  nChanged 51
		SP:Iteration 106Q (153832.460000 sec): 3 clusters
  Score: Raw -4045866.063094 + Penalty 3487.273521 = -4042378.789573
  nChanged 55
		SP:Iteration 107Q (153832.850000 sec): 3 clusters
  Score: Raw -4045869.081182 + Penalty 3487.273521 = -4042381.807662
  nChanged 55
		SP:Iteration 108Q (153833.270000 sec): 3 clusters
  Score: Raw -4045871.927403 + Penalty 3487.273521 = -4042384.653883
  nChanged 45
		SP:Iteration 109Q (153833.630000 sec): 3 clusters
  Score: Raw -4045874.027104 + Penalty 3487.273521 = -4042386.753584
  nChanged 49
		SP:Iteration 110Q (153834.010000 sec): 3 clusters
  Score: Raw -4045876.833509 + Penalty 3487.273521 = -4042389.559988
  nChanged 40
		SP:Iteration 111Q (153834.400000 sec): 3 clusters
  Score: Raw -4045878.717779 + Penalty 3487.273521 = -4042391.444258
  nChanged 36
		SP:Iteration 112Q (153834.830000 sec): 3 clusters
  Score: Raw -4045880.494624 + Penalty 3487.273521 = -4042393.221103
  nChanged 48
		SP:Iteration 113Q (153835.220000 sec): 3 clusters
  Score: Raw -4045883.121814 + Penalty 3487.273521 = -4042395.848294
  nChanged 49
		SP:Iteration 114Q (153835.620000 sec): 3 clusters
  Score: Raw -4045886.451914 + Penalty 3487.273521 = -4042399.178394
  nChanged 61
		SP:Iteration 115Q (153836.030000 sec): 3 clusters
  Score: Raw -4045890.103189 + Penalty 3487.273521 = -4042402.829668
  nChanged 62
		SP:Iteration 116Q (153836.380000 sec): 3 clusters
  Score: Raw -4045894.185765 + Penalty 3487.273521 = -4042406.912244
  nChanged 68
		SP:Iteration 117Q (153836.750000 sec): 3 clusters
  Score: Raw -4045897.871408 + Penalty 3487.273521 = -4042410.597887
  nChanged 43
		SP:Iteration 118Q (153837.130000 sec): 3 clusters
  Score: Raw -4045899.579363 + Penalty 3487.273521 = -4042412.305842
  nChanged 31
		SP:Iteration 119Q (153837.490000 sec): 3 clusters
  Score: Raw -4045901.068548 + Penalty 3487.273521 = -4042413.795027
  nChanged 37
		SP:Iteration 120F (153837.810000 sec): 3 clusters
  Score: Raw -4045902.783948 + Penalty 3487.273521 = -4042415.510427
  nChanged 50
		SP:Iteration 121Q (153838.200000 sec): 3 clusters
  Score: Raw -4045905.386956 + Penalty 3487.273521 = -4042418.113436
  nChanged 56
		SP:Iteration 122Q (153838.520000 sec): 3 clusters
  Score: Raw -4045908.346033 + Penalty 3487.273521 = -4042421.072512
  nChanged 57
		SP:Iteration 123Q (153838.930000 sec): 3 clusters
  Score: Raw -4045911.187834 + Penalty 3487.273521 = -4042423.914313
  nChanged 52
		SP:Iteration 124Q (153839.300000 sec): 3 clusters
  Score: Raw -4045913.769872 + Penalty 3487.273521 = -4042426.496351
  nChanged 65
		SP:Iteration 125Q (153839.670000 sec): 3 clusters
  Score: Raw -4045917.146167 + Penalty 3487.273521 = -4042429.872646
  nChanged 68
		SP:Iteration 126Q (153840.090000 sec): 3 clusters
  Score: Raw -4045920.443866 + Penalty 3487.273521 = -4042433.170346
  nChanged 61
		SP:Iteration 127Q (153840.450000 sec): 3 clusters
  Score: Raw -4045923.853630 + Penalty 3487.273521 = -4042436.580109
  nChanged 62
		SP:Iteration 128Q (153840.850000 sec): 3 clusters
  Score: Raw -4045927.101609 + Penalty 3487.273521 = -4042439.828088
  nChanged 68
		SP:Iteration 129Q (153841.250000 sec): 3 clusters
  Score: Raw -4045931.282867 + Penalty 3487.273521 = -4042444.009347
  nChanged 71
		SP:Iteration 130Q (153841.650000 sec): 3 clusters
  Score: Raw -4045935.787613 + Penalty 3487.273521 = -4042448.514092
  nChanged 69
		SP:Iteration 131Q (153842.030000 sec): 3 clusters
  Score: Raw -4045939.282161 + Penalty 3487.273521 = -4042452.008640
  nChanged 68
		SP:Iteration 132Q (153842.380000 sec): 3 clusters
  Score: Raw -4045942.639072 + Penalty 3487.273521 = -4042455.365551
  nChanged 65
		SP:Iteration 133Q (153842.780000 sec): 3 clusters
  Score: Raw -4045946.649698 + Penalty 3487.273521 = -4042459.376177
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		SP:Iteration 134Q (153843.220000 sec): 3 clusters
  Score: Raw -4045952.859783 + Penalty 3487.273521 = -4042465.586262
  nChanged 93
		SP:Iteration 135Q (153843.580000 sec): 3 clusters
  Score: Raw -4045960.359183 + Penalty 3487.273521 = -4042473.085663
  nChanged 104
		SP:Iteration 136Q (153843.980000 sec): 3 clusters
  Score: Raw -4045968.814958 + Penalty 3487.273521 = -4042481.541437
  nChanged 124
		SP:Iteration 137Q (153844.400000 sec): 3 clusters
  Score: Raw -4045979.239054 + Penalty 3487.273521 = -4042491.965533
  nChanged 120
		SP:Iteration 138Q (153844.870000 sec): 3 clusters
  Score: Raw -4045989.849718 + Penalty 3487.273521 = -4042502.576197
  nChanged 136
		SP:Iteration 139Q (153845.260000 sec): 3 clusters
  Score: Raw -4046002.782099 + Penalty 3487.273521 = -4042515.508578
  nChanged 123
		SP:Iteration 140F (153845.660000 sec): 3 clusters
  Score: Raw -4046013.484138 + Penalty 3487.273521 = -4042526.210617
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		SP:Iteration 141Q (153846.040000 sec): 3 clusters
  Score: Raw -4046022.887791 + Penalty 3487.273521 = -4042535.614270
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		SP:Iteration 142Q (153846.410000 sec): 3 clusters
  Score: Raw -4046032.563174 + Penalty 3487.273521 = -4042545.289654
  nChanged 111
		SP:Iteration 143Q (153846.820000 sec): 3 clusters
  Score: Raw -4046042.966297 + Penalty 3487.273521 = -4042555.692776
  nChanged 123
		SP:Iteration 144Q (153847.160000 sec): 3 clusters
  Score: Raw -4046054.507467 + Penalty 3487.273521 = -4042567.233947
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		SP:Iteration 145Q (153847.560000 sec): 3 clusters
  Score: Raw -4046064.344027 + Penalty 3487.273521 = -4042577.070506
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		SP:Iteration 146Q (153847.970000 sec): 3 clusters
  Score: Raw -4046071.277899 + Penalty 3487.273521 = -4042584.004378
  nChanged 100
		SP:Iteration 147Q (153848.390000 sec): 3 clusters
  Score: Raw -4046078.228345 + Penalty 3487.273521 = -4042590.954824
  nChanged 86
		SP:Iteration 148Q (153848.800000 sec): 3 clusters
  Score: Raw -4046084.525126 + Penalty 3487.273521 = -4042597.251606
  nChanged 100
		SP:Iteration 149Q (153849.230000 sec): 3 clusters
  Score: Raw -4046093.784720 + Penalty 3487.273521 = -4042606.511200
  nChanged 124
		SP:Iteration 150Q (153849.600000 sec): 3 clusters
  Score: Raw -4046104.667462 + Penalty 3487.273521 = -4042617.393941
  nChanged 104
		SP:Iteration 151Q (153849.940000 sec): 3 clusters
  Score: Raw -4046113.614927 + Penalty 3487.273521 = -4042626.341406
  nChanged 117
		SP:Iteration 152Q (153850.320000 sec): 3 clusters
  Score: Raw -4046124.279278 + Penalty 3487.273521 = -4042637.005757
  nChanged 112
		SP:Iteration 153Q (153850.680000 sec): 3 clusters
  Score: Raw -4046136.450829 + Penalty 3487.273521 = -4042649.177308
  nChanged 136
		SP:Iteration 154Q (153851.070000 sec): 3 clusters
  Score: Raw -4046150.020178 + Penalty 3487.273521 = -4042662.746657
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		SP:Iteration 155Q (153851.440000 sec): 3 clusters
  Score: Raw -4046160.822413 + Penalty 3487.273521 = -4042673.548892
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		SP:Iteration 156Q (153851.860000 sec): 3 clusters
  Score: Raw -4046169.959873 + Penalty 3487.273521 = -4042682.686353
  nChanged 119
		SP:Iteration 157Q (153852.260000 sec): 3 clusters
  Score: Raw -4046179.657566 + Penalty 3487.273521 = -4042692.384045
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		SP:Iteration 158Q (153852.670000 sec): 3 clusters
  Score: Raw -4046189.409846 + Penalty 3487.273521 = -4042702.136325
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		SP:Iteration 159Q (153853.100000 sec): 3 clusters
  Score: Raw -4046200.131883 + Penalty 3487.273521 = -4042712.858363
  nChanged 110
		SP:Iteration 160F (153853.530000 sec): 3 clusters
  Score: Raw -4046210.849709 + Penalty 3487.273521 = -4042723.576188
  nChanged 129
		SP:Iteration 161Q (153853.880000 sec): 3 clusters
  Score: Raw -4046223.898326 + Penalty 3487.273521 = -4042736.624805
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		SP:Iteration 162Q (153854.240000 sec): 3 clusters
  Score: Raw -4046238.472061 + Penalty 3487.273521 = -4042751.198541
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		SP:Iteration 163Q (153854.640000 sec): 3 clusters
  Score: Raw -4046253.071857 + Penalty 3487.273521 = -4042765.798336
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		SP:Iteration 164Q (153855.030000 sec): 3 clusters
  Score: Raw -4046270.528997 + Penalty 3487.273521 = -4042783.255476
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		SP:Iteration 165Q (153855.420000 sec): 3 clusters
  Score: Raw -4046287.888721 + Penalty 3487.273521 = -4042800.615200
  nChanged 147
		SP:Iteration 166Q (153855.810000 sec): 3 clusters
  Score: Raw -4046305.157243 + Penalty 3487.273521 = -4042817.883722
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		SP:Iteration 167Q (153856.180000 sec): 3 clusters
  Score: Raw -4046324.913264 + Penalty 3487.273521 = -4042837.639743
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		SP:Iteration 168Q (153856.570000 sec): 3 clusters
  Score: Raw -4046349.066996 + Penalty 3487.273521 = -4042861.793475
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		SP:Iteration 169Q (153856.970000 sec): 3 clusters
  Score: Raw -4046375.636894 + Penalty 3487.273521 = -4042888.363374
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		SP:Iteration 170Q (153857.370000 sec): 3 clusters
  Score: Raw -4046403.521133 + Penalty 3487.273521 = -4042916.247612
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		SP:Iteration 171Q (153857.700000 sec): 3 clusters
  Score: Raw -4046429.314697 + Penalty 3487.273521 = -4042942.041177
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		SP:Iteration 172Q (153858.020000 sec): 3 clusters
  Score: Raw -4046452.947297 + Penalty 3487.273521 = -4042965.673777
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		SP:Iteration 173Q (153858.370000 sec): 3 clusters
  Score: Raw -4046478.343240 + Penalty 3487.273521 = -4042991.069719
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		SP:Iteration 174Q (153858.750000 sec): 3 clusters
  Score: Raw -4046506.437364 + Penalty 3487.273521 = -4043019.163844
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  Score: Raw -4046538.020310 + Penalty 3487.273521 = -4043050.746789
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  Score: Raw -4046567.119735 + Penalty 3487.273521 = -4043079.846215
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		SP:Iteration 177Q (153859.910000 sec): 3 clusters
  Score: Raw -4046593.064937 + Penalty 3487.273521 = -4043105.791416
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		SP:Iteration 178Q (153860.250000 sec): 3 clusters
  Score: Raw -4046619.748916 + Penalty 3487.273521 = -4043132.475395
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		SP:Iteration 179Q (153860.670000 sec): 3 clusters
  Score: Raw -4046648.331539 + Penalty 3487.273521 = -4043161.058018
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		SP:Iteration 180F (153861.070000 sec): 3 clusters
  Score: Raw -4046677.450074 + Penalty 3487.273521 = -4043190.176553
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		SP:Iteration 181Q (153861.410000 sec): 3 clusters
  Score: Raw -4046706.391904 + Penalty 3487.273521 = -4043219.118383
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  Score: Raw -4046736.024972 + Penalty 3487.273521 = -4043248.751451
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  Score: Raw -4046768.965935 + Penalty 3487.273521 = -4043281.692414
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		SP:Iteration 217Q (153874.390000 sec): 3 clusters
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		SP:Iteration 220F (153875.510000 sec): 3 clusters
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		SP:Iteration 221Q (153875.890000 sec): 3 clusters
  Score: Raw -4048187.471083 + Penalty 3487.273521 = -4044700.197563
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		SP:Iteration 222Q (153876.310000 sec): 3 clusters
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		SP:Iteration 223Q (153876.670000 sec): 3 clusters
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		SP:Iteration 224Q (153877.040000 sec): 3 clusters
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		SP:Iteration 225Q (153877.370000 sec): 3 clusters
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		SP:Iteration 226Q (153877.740000 sec): 3 clusters
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		SP:Iteration 227Q (153878.110000 sec): 3 clusters
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		SP:Iteration 228Q (153878.390000 sec): 3 clusters
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		SP:Iteration 229Q (153878.770000 sec): 3 clusters
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  nChanged 20
		SP:Iteration 230Q (153879.190000 sec): 3 clusters
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  nChanged 22
		SP:Iteration 231Q (153879.510000 sec): 3 clusters
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  nChanged 21
		SP:Iteration 232Q (153879.810000 sec): 3 clusters
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  nChanged 19
		SP:Iteration 233Q (153880.140000 sec): 3 clusters
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  nChanged 16
		SP:Iteration 234Q (153880.520000 sec): 3 clusters
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  nChanged 16
		SP:Iteration 235Q (153880.890000 sec): 3 clusters
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  nChanged 17
		SP:Iteration 236Q (153881.260000 sec): 3 clusters
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  nChanged 17
		SP:Iteration 237Q (153881.600000 sec): 3 clusters
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  nChanged 10
		SP:Iteration 238Q (153881.960000 sec): 3 clusters
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		SP:Iteration 239Q (153882.280000 sec): 3 clusters
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  nChanged 15
		SP:Iteration 240F (153882.690000 sec): 3 clusters
  Score: Raw -4048262.809054 + Penalty 3487.273521 = -4044775.535534
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		SP:Iteration 241Q (153883.040000 sec): 3 clusters
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  nChanged 16
		SP:Iteration 242Q (153883.400000 sec): 3 clusters
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  nChanged 18
		SP:Iteration 243Q (153883.790000 sec): 3 clusters
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  nChanged 26
		SP:Iteration 244Q (153884.160000 sec): 3 clusters
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  nChanged 26
		SP:Iteration 245Q (153884.550000 sec): 3 clusters
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  nChanged 24
		SP:Iteration 246Q (153884.900000 sec): 3 clusters
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  nChanged 24
		SP:Iteration 247Q (153885.260000 sec): 3 clusters
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  nChanged 20
		SP:Iteration 248Q (153885.560000 sec): 3 clusters
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  nChanged 17
		SP:Iteration 249Q (153885.930000 sec): 3 clusters
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  nChanged 20
		SP:Iteration 250Q (153886.280000 sec): 3 clusters
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		SP:Iteration 251Q (153886.660000 sec): 3 clusters
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  nChanged 18
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		SP:Iteration 253Q (153887.410000 sec): 3 clusters
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  nChanged 17
		SP:Iteration 254Q (153887.740000 sec): 3 clusters
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		SP:Iteration 255Q (153888.150000 sec): 3 clusters
  Score: Raw -4048318.557012 + Penalty 3487.273521 = -4044831.283491
  nChanged 10
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  nChanged 5
		SP:Iteration 257Q (153888.870000 sec): 3 clusters
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		SP:Iteration 258Q (153889.190000 sec): 3 clusters
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  nChanged 5
		SP:Iteration 259Q (153889.580000 sec): 3 clusters
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  nChanged 5
		SP:Iteration 260F (153889.940000 sec): 3 clusters
  Score: Raw -4048322.675326 + Penalty 3487.273521 = -4044835.401805
  nChanged 5
		SP:Iteration 261Q (153890.360000 sec): 3 clusters
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  nChanged 5
		SP:Iteration 262Q (153890.740000 sec): 3 clusters
  Score: Raw -4048324.461368 + Penalty 3487.273521 = -4044837.187847
  nChanged 5
		SP:Iteration 263Q (153891.100000 sec): 3 clusters
  Score: Raw -4048325.506666 + Penalty 3487.273521 = -4044838.233146
  nChanged 4
		SP:Iteration 264Q (153891.430000 sec): 3 clusters
  Score: Raw -4048326.137036 + Penalty 3487.273521 = -4044838.863515
  nChanged 4
		SP:Iteration 265Q (153891.840000 sec): 3 clusters
  Score: Raw -4048326.423843 + Penalty 3487.273521 = -4044839.150323
  nChanged 4
		SP:Iteration 266Q (153892.170000 sec): 3 clusters
  Score: Raw -4048327.270829 + Penalty 3487.273521 = -4044839.997308
  nChanged 7
		SP:Iteration 267Q (153892.520000 sec): 3 clusters
  Score: Raw -4048328.845572 + Penalty 3487.273521 = -4044841.572051
  nChanged 2
		SP:Iteration 268Q (153892.870000 sec): 3 clusters
  Score: Raw -4048329.212923 + Penalty 3487.273521 = -4044841.939402
  nChanged 4
		SP:Iteration 269Q (153893.210000 sec): 3 clusters
  Score: Raw -4048329.722843 + Penalty 3487.273521 = -4044842.449322
  nChanged 4
		SP:Iteration 270Q (153893.580000 sec): 3 clusters
  Score: Raw -4048330.505174 + Penalty 3487.273521 = -4044843.231653
  nChanged 5
		SP:Iteration 271Q (153893.970000 sec): 3 clusters
  Score: Raw -4048331.606781 + Penalty 3487.273521 = -4044844.333260
  nChanged 7
		SP:Iteration 272Q (153894.280000 sec): 3 clusters
  Score: Raw -4048332.847312 + Penalty 3487.273521 = -4044845.573791
  nChanged 10
		SP:Iteration 273Q (153894.660000 sec): 3 clusters
  Score: Raw -4048334.546895 + Penalty 3487.273521 = -4044847.273374
  nChanged 13
		SP:Iteration 274Q (153895.040000 sec): 3 clusters
  Score: Raw -4048336.505598 + Penalty 3487.273521 = -4044849.232077
  nChanged 8
		SP:Iteration 275Q (153895.340000 sec): 3 clusters
  Score: Raw -4048337.791654 + Penalty 3487.273521 = -4044850.518133
  nChanged 7
		SP:Iteration 276Q (153895.690000 sec): 3 clusters
  Score: Raw -4048338.847392 + Penalty 3487.273521 = -4044851.573872
  nChanged 8
		SP:Iteration 277Q (153896.080000 sec): 3 clusters
  Score: Raw -4048340.060797 + Penalty 3487.273521 = -4044852.787277
  nChanged 15
		SP:Iteration 278Q (153896.390000 sec): 3 clusters
  Score: Raw -4048342.707551 + Penalty 3487.273521 = -4044855.434031
  nChanged 6
		SP:Iteration 279Q (153896.700000 sec): 3 clusters
  Score: Raw -4048343.366568 + Penalty 3487.273521 = -4044856.093047
  nChanged 5
		SP:Iteration 280F (153897.080000 sec): 3 clusters
  Score: Raw -4048344.210154 + Penalty 3487.273521 = -4044856.936633
  nChanged 10
		SP:Iteration 281Q (153897.480000 sec): 3 clusters
  Score: Raw -4048346.207151 + Penalty 3487.273521 = -4044858.933630
  nChanged 11
		SP:Iteration 282Q (153897.860000 sec): 3 clusters
  Score: Raw -4048348.118961 + Penalty 3487.273521 = -4044860.845441
  nChanged 8
		SP:Iteration 283Q (153898.240000 sec): 3 clusters
  Score: Raw -4048349.460873 + Penalty 3487.273521 = -4044862.187352
  nChanged 5
		SP:Iteration 284Q (153898.610000 sec): 3 clusters
  Score: Raw -4048350.115786 + Penalty 3487.273521 = -4044862.842265
  nChanged 4
		SP:Iteration 285Q (153899.010000 sec): 3 clusters
  Score: Raw -4048350.521346 + Penalty 3487.273521 = -4044863.247825
  nChanged 2
		SP:Iteration 286Q (153899.370000 sec): 3 clusters
  Score: Raw -4048350.807283 + Penalty 3487.273521 = -4044863.533762
  nChanged 3
		SP:Iteration 287Q (153899.680000 sec): 3 clusters
  Score: Raw -4048351.464255 + Penalty 3487.273521 = -4044864.190735
  nChanged 3
		SP:Iteration 288Q (153900.050000 sec): 3 clusters
  Score: Raw -4048351.863841 + Penalty 3487.273521 = -4044864.590320
  nChanged 1
		SP:Iteration 289Q (153900.450000 sec): 3 clusters
  Score: Raw -4048352.120287 + Penalty 3487.273521 = -4044864.846766
  nChanged 2
		SP:Iteration 290Q (153900.760000 sec): 3 clusters
  Score: Raw -4048352.508184 + Penalty 3487.273521 = -4044865.234663
  nChanged 4
		SP:Iteration 291Q (153901.130000 sec): 3 clusters
  Score: Raw -4048353.349546 + Penalty 3487.273521 = -4044866.076025
  nChanged 4
		SP:Iteration 292Q (153901.470000 sec): 3 clusters
  Score: Raw -4048353.996023 + Penalty 3487.273521 = -4044866.722502
  nChanged 3
		SP:Iteration 293Q (153901.860000 sec): 3 clusters
  Score: Raw -4048354.471136 + Penalty 3487.273521 = -4044867.197615
  nChanged 1
		SP:Iteration 294Q (153902.250000 sec): 3 clusters
  Score: Raw -4048354.842040 + Penalty 3487.273521 = -4044867.568520
  nChanged 1
		SP:Iteration 295Q (153902.630000 sec): 3 clusters
  Score: Raw -4048354.910893 + Penalty 3487.273521 = -4044867.637373
  nChanged 0
		SP:Iteration 296F (153903.010000 sec): 3 clusters
  Score: Raw -4048354.910893 + Penalty 3487.273521 = -4044867.637373
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 14 (7883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153903.130000 sec): 2 clusters
  Score: Raw -619289.412130 + Penalty 1458.025371 = -617831.386759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153903.360000 sec): 3 clusters
  Score: Raw -614952.913078 + Penalty 2916.050742 = -612036.862336
  nChanged 3320
		SP:Iteration 1F (153903.550000 sec): 3 clusters
  Score: Raw -616859.903439 + Penalty 2916.050742 = -613943.852698
  nChanged 594
		SP:Iteration 2F (153903.730000 sec): 3 clusters
  Score: Raw -617225.910496 + Penalty 2916.050742 = -614309.859754
  nChanged 512
		SP:Iteration 3F (153903.930000 sec): 3 clusters
  Score: Raw -617605.037142 + Penalty 2916.050742 = -614688.986400
  nChanged 504
		SP:Iteration 4F (153904.110000 sec): 3 clusters
  Score: Raw -617890.732756 + Penalty 2916.050742 = -614974.682014
  nChanged 383
		SP:Iteration 5Q (153904.350000 sec): 3 clusters
  Score: Raw -618120.655033 + Penalty 2916.050742 = -615204.604291
  nChanged 362
		SP:Iteration 6Q (153904.540000 sec): 3 clusters
  Score: Raw -618324.326330 + Penalty 2916.050742 = -615408.275589
  nChanged 305
		SP:Iteration 7Q (153904.730000 sec): 3 clusters
  Score: Raw -618489.271823 + Penalty 2916.050742 = -615573.221081
  nChanged 266
		SP:Iteration 8Q (153904.950000 sec): 3 clusters
  Score: Raw -618628.785708 + Penalty 2916.050742 = -615712.734966
  nChanged 237
		SP:Iteration 9Q (153905.180000 sec): 3 clusters
  Score: Raw -618743.346593 + Penalty 2916.050742 = -615827.295852
  nChanged 221
		SP:Iteration 10Q (153905.400000 sec): 3 clusters
  Score: Raw -618854.692764 + Penalty 2916.050742 = -615938.642022
  nChanged 212
		SP:Iteration 11Q (153905.560000 sec): 3 clusters
  Score: Raw -618970.938532 + Penalty 2916.050742 = -616054.887790
  nChanged 218
		SP:Iteration 12Q (153905.790000 sec): 3 clusters
  Score: Raw -619082.249058 + Penalty 2916.050742 = -616166.198316
  nChanged 201
		SP:Iteration 13Q (153905.950000 sec): 3 clusters
  Score: Raw -619183.588688 + Penalty 2916.050742 = -616267.537946
  nChanged 168
		SP:Iteration 14Q (153906.150000 sec): 3 clusters
  Score: Raw -619252.708222 + Penalty 2916.050742 = -616336.657480
  nChanged 141
		SP:Iteration 15Q (153906.400000 sec): 3 clusters
  Score: Raw -619305.163817 + Penalty 2916.050742 = -616389.113076
  nChanged 119
		SP:Iteration 16Q (153906.570000 sec): 3 clusters
  Score: Raw -619350.738973 + Penalty 2916.050742 = -616434.688231
  nChanged 111
		SP:Iteration 17Q (153906.770000 sec): 3 clusters
  Score: Raw -619395.894527 + Penalty 2916.050742 = -616479.843786
  nChanged 104
		SP:Iteration 18Q (153906.940000 sec): 3 clusters
  Score: Raw -619436.459031 + Penalty 2916.050742 = -616520.408289
  nChanged 92
		SP:Iteration 19Q (153907.150000 sec): 3 clusters
  Score: Raw -619468.429513 + Penalty 2916.050742 = -616552.378772
  nChanged 84
		SP:Iteration 20F (153907.350000 sec): 3 clusters
  Score: Raw -619494.097769 + Penalty 2916.050742 = -616578.047027
  nChanged 67
		SP:Iteration 21Q (153907.530000 sec): 3 clusters
  Score: Raw -619518.984312 + Penalty 2916.050742 = -616602.933570
  nChanged 70
		SP:Iteration 22Q (153907.760000 sec): 3 clusters
  Score: Raw -619542.586028 + Penalty 2916.050742 = -616626.535286
  nChanged 59
		SP:Iteration 23Q (153907.960000 sec): 3 clusters
  Score: Raw -619559.033366 + Penalty 2916.050742 = -616642.982624
  nChanged 49
		SP:Iteration 24Q (153908.160000 sec): 3 clusters
  Score: Raw -619570.107038 + Penalty 2916.050742 = -616654.056296
  nChanged 43
		SP:Iteration 25Q (153908.350000 sec): 3 clusters
  Score: Raw -619579.873556 + Penalty 2916.050742 = -616663.822814
  nChanged 29
		SP:Iteration 26Q (153908.610000 sec): 3 clusters
  Score: Raw -619584.927196 + Penalty 2916.050742 = -616668.876454
  nChanged 24
		SP:Iteration 27Q (153908.810000 sec): 3 clusters
  Score: Raw -619589.171426 + Penalty 2916.050742 = -616673.120685
  nChanged 18
		SP:Iteration 28Q (153908.990000 sec): 3 clusters
  Score: Raw -619593.391087 + Penalty 2916.050742 = -616677.340345
  nChanged 29
		SP:Iteration 29Q (153909.160000 sec): 3 clusters
  Score: Raw -619601.778274 + Penalty 2916.050742 = -616685.727532
  nChanged 36
		SP:Iteration 30Q (153909.370000 sec): 3 clusters
  Score: Raw -619612.279316 + Penalty 2916.050742 = -616696.228574
  nChanged 27
		SP:Iteration 31Q (153909.570000 sec): 3 clusters
  Score: Raw -619618.768958 + Penalty 2916.050742 = -616702.718216
  nChanged 16
		SP:Iteration 32Q (153909.740000 sec): 3 clusters
  Score: Raw -619621.989944 + Penalty 2916.050742 = -616705.939202
  nChanged 22
		SP:Iteration 33Q (153909.930000 sec): 3 clusters
  Score: Raw -619625.841691 + Penalty 2916.050742 = -616709.790949
  nChanged 19
		SP:Iteration 34Q (153910.160000 sec): 3 clusters
  Score: Raw -619629.024446 + Penalty 2916.050742 = -616712.973704
  nChanged 17
		SP:Iteration 35Q (153910.370000 sec): 3 clusters
  Score: Raw -619632.682453 + Penalty 2916.050742 = -616716.631711
  nChanged 20
		SP:Iteration 36Q (153910.580000 sec): 3 clusters
  Score: Raw -619637.121873 + Penalty 2916.050742 = -616721.071131
  nChanged 18
		SP:Iteration 37Q (153910.770000 sec): 3 clusters
  Score: Raw -619640.623000 + Penalty 2916.050742 = -616724.572258
  nChanged 19
		SP:Iteration 38Q (153910.990000 sec): 3 clusters
  Score: Raw -619644.080057 + Penalty 2916.050742 = -616728.029315
  nChanged 16
		SP:Iteration 39Q (153911.180000 sec): 3 clusters
  Score: Raw -619646.589806 + Penalty 2916.050742 = -616730.539065
  nChanged 9
		SP:Iteration 40F (153911.410000 sec): 3 clusters
  Score: Raw -619648.461417 + Penalty 2916.050742 = -616732.410675
  nChanged 6
		SP:Iteration 41Q (153911.580000 sec): 3 clusters
  Score: Raw -619649.848988 + Penalty 2916.050742 = -616733.798246
  nChanged 9
		SP:Iteration 42Q (153911.800000 sec): 3 clusters
  Score: Raw -619651.490586 + Penalty 2916.050742 = -616735.439844
  nChanged 9
		SP:Iteration 43Q (153912.040000 sec): 3 clusters
  Score: Raw -619653.248837 + Penalty 2916.050742 = -616737.198095
  nChanged 12
		SP:Iteration 44Q (153912.240000 sec): 3 clusters
  Score: Raw -619655.521805 + Penalty 2916.050742 = -616739.471064
  nChanged 14
		SP:Iteration 45Q (153912.420000 sec): 3 clusters
  Score: Raw -619658.057325 + Penalty 2916.050742 = -616742.006583
  nChanged 16
		SP:Iteration 46Q (153912.610000 sec): 3 clusters
  Score: Raw -619660.200659 + Penalty 2916.050742 = -616744.149917
  nChanged 13
		SP:Iteration 47Q (153912.790000 sec): 3 clusters
  Score: Raw -619661.910192 + Penalty 2916.050742 = -616745.859450
  nChanged 11
		SP:Iteration 48Q (153912.990000 sec): 3 clusters
  Score: Raw -619663.737275 + Penalty 2916.050742 = -616747.686533
  nChanged 11
		SP:Iteration 49Q (153913.200000 sec): 3 clusters
  Score: Raw -619665.397414 + Penalty 2916.050742 = -616749.346672
  nChanged 7
		SP:Iteration 50Q (153913.440000 sec): 3 clusters
  Score: Raw -619666.503823 + Penalty 2916.050742 = -616750.453082
  nChanged 5
		SP:Iteration 51Q (153913.610000 sec): 3 clusters
  Score: Raw -619667.658284 + Penalty 2916.050742 = -616751.607543
  nChanged 5
		SP:Iteration 52Q (153913.770000 sec): 3 clusters
  Score: Raw -619668.423251 + Penalty 2916.050742 = -616752.372509
  nChanged 6
		SP:Iteration 53Q (153913.950000 sec): 3 clusters
  Score: Raw -619669.472561 + Penalty 2916.050742 = -616753.421819
  nChanged 11
		SP:Iteration 54Q (153914.170000 sec): 3 clusters
  Score: Raw -619670.978628 + Penalty 2916.050742 = -616754.927886
  nChanged 8
		SP:Iteration 55Q (153914.340000 sec): 3 clusters
  Score: Raw -619671.917737 + Penalty 2916.050742 = -616755.866995
  nChanged 6
		SP:Iteration 56Q (153914.550000 sec): 3 clusters
  Score: Raw -619672.833415 + Penalty 2916.050742 = -616756.782674
  nChanged 7
		SP:Iteration 57Q (153914.760000 sec): 3 clusters
  Score: Raw -619673.930149 + Penalty 2916.050742 = -616757.879407
  nChanged 6
		SP:Iteration 58Q (153914.990000 sec): 3 clusters
  Score: Raw -619674.945308 + Penalty 2916.050742 = -616758.894566
  nChanged 5
		SP:Iteration 59Q (153915.220000 sec): 3 clusters
  Score: Raw -619676.281988 + Penalty 2916.050742 = -616760.231247
  nChanged 10
		SP:Iteration 60F (153915.420000 sec): 3 clusters
  Score: Raw -619678.227973 + Penalty 2916.050742 = -616762.177231
  nChanged 13
		SP:Iteration 61Q (153915.610000 sec): 3 clusters
  Score: Raw -619680.876012 + Penalty 2916.050742 = -616764.825270
  nChanged 16
		SP:Iteration 62Q (153915.810000 sec): 3 clusters
  Score: Raw -619683.317623 + Penalty 2916.050742 = -616767.266881
  nChanged 12
		SP:Iteration 63Q (153916.000000 sec): 3 clusters
  Score: Raw -619685.666732 + Penalty 2916.050742 = -616769.615990
  nChanged 12
		SP:Iteration 64Q (153916.260000 sec): 3 clusters
  Score: Raw -619687.964681 + Penalty 2916.050742 = -616771.913939
  nChanged 14
		SP:Iteration 65Q (153916.440000 sec): 3 clusters
  Score: Raw -619691.137401 + Penalty 2916.050742 = -616775.086659
  nChanged 19
		SP:Iteration 66Q (153916.640000 sec): 3 clusters
  Score: Raw -619695.069329 + Penalty 2916.050742 = -616779.018587
  nChanged 15
		SP:Iteration 67Q (153916.880000 sec): 3 clusters
  Score: Raw -619698.269474 + Penalty 2916.050742 = -616782.218732
  nChanged 18
		SP:Iteration 68Q (153917.070000 sec): 3 clusters
  Score: Raw -619701.708183 + Penalty 2916.050742 = -616785.657442
  nChanged 20
		SP:Iteration 69Q (153917.250000 sec): 3 clusters
  Score: Raw -619706.814548 + Penalty 2916.050742 = -616790.763806
  nChanged 28
		SP:Iteration 70Q (153917.490000 sec): 3 clusters
  Score: Raw -619713.286850 + Penalty 2916.050742 = -616797.236108
  nChanged 24
		SP:Iteration 71Q (153917.650000 sec): 3 clusters
  Score: Raw -619718.352171 + Penalty 2916.050742 = -616802.301429
  nChanged 25
		SP:Iteration 72Q (153917.880000 sec): 3 clusters
  Score: Raw -619723.360583 + Penalty 2916.050742 = -616807.309841
  nChanged 31
		SP:Iteration 73Q (153918.090000 sec): 3 clusters
  Score: Raw -619729.815392 + Penalty 2916.050742 = -616813.764650
  nChanged 28
		SP:Iteration 74Q (153918.270000 sec): 3 clusters
  Score: Raw -619738.276970 + Penalty 2916.050742 = -616822.226228
  nChanged 29
		SP:Iteration 75Q (153918.500000 sec): 3 clusters
  Score: Raw -619744.922686 + Penalty 2916.050742 = -616828.871945
  nChanged 29
		SP:Iteration 76Q (153918.660000 sec): 3 clusters
  Score: Raw -619751.794199 + Penalty 2916.050742 = -616835.743457
  nChanged 30
		SP:Iteration 77Q (153918.870000 sec): 3 clusters
  Score: Raw -619759.108562 + Penalty 2916.050742 = -616843.057820
  nChanged 25
		SP:Iteration 78Q (153919.080000 sec): 3 clusters
  Score: Raw -619765.241638 + Penalty 2916.050742 = -616849.190897
  nChanged 23
		SP:Iteration 79Q (153919.280000 sec): 3 clusters
  Score: Raw -619771.204246 + Penalty 2916.050742 = -616855.153504
  nChanged 29
		SP:Iteration 80F (153919.560000 sec): 3 clusters
  Score: Raw -619779.011063 + Penalty 2916.050742 = -616862.960322
  nChanged 19
		SP:Iteration 81Q (153919.800000 sec): 3 clusters
  Score: Raw -619782.142360 + Penalty 2916.050742 = -616866.091619
  nChanged 20
		SP:Iteration 82Q (153920.010000 sec): 3 clusters
  Score: Raw -619785.714122 + Penalty 2916.050742 = -616869.663380
  nChanged 15
		SP:Iteration 83Q (153920.210000 sec): 3 clusters
  Score: Raw -619787.591479 + Penalty 2916.050742 = -616871.540738
  nChanged 13
		SP:Iteration 84Q (153920.410000 sec): 3 clusters
  Score: Raw -619790.058368 + Penalty 2916.050742 = -616874.007626
  nChanged 14
		SP:Iteration 85Q (153920.570000 sec): 3 clusters
  Score: Raw -619792.793439 + Penalty 2916.050742 = -616876.742697
  nChanged 11
		SP:Iteration 86Q (153920.770000 sec): 3 clusters
  Score: Raw -619794.629925 + Penalty 2916.050742 = -616878.579184
  nChanged 7
		SP:Iteration 87Q (153920.930000 sec): 3 clusters
  Score: Raw -619795.727631 + Penalty 2916.050742 = -616879.676889
  nChanged 7
		SP:Iteration 88Q (153921.130000 sec): 3 clusters
  Score: Raw -619796.897433 + Penalty 2916.050742 = -616880.846691
  nChanged 5
		SP:Iteration 89Q (153921.300000 sec): 3 clusters
  Score: Raw -619797.990486 + Penalty 2916.050742 = -616881.939744
  nChanged 7
		SP:Iteration 90Q (153921.490000 sec): 3 clusters
  Score: Raw -619799.394406 + Penalty 2916.050742 = -616883.343665
  nChanged 8
		SP:Iteration 91Q (153921.720000 sec): 3 clusters
  Score: Raw -619801.636506 + Penalty 2916.050742 = -616885.585764
  nChanged 9
		SP:Iteration 92Q (153921.910000 sec): 3 clusters
  Score: Raw -619803.162325 + Penalty 2916.050742 = -616887.111583
  nChanged 8
		SP:Iteration 93Q (153922.100000 sec): 3 clusters
  Score: Raw -619804.712717 + Penalty 2916.050742 = -616888.661976
  nChanged 4
		SP:Iteration 94Q (153922.290000 sec): 3 clusters
  Score: Raw -619805.253608 + Penalty 2916.050742 = -616889.202866
  nChanged 4
		SP:Iteration 95Q (153922.490000 sec): 3 clusters
  Score: Raw -619806.091320 + Penalty 2916.050742 = -616890.040578
  nChanged 9
		SP:Iteration 96Q (153922.710000 sec): 3 clusters
  Score: Raw -619808.125760 + Penalty 2916.050742 = -616892.075018
  nChanged 9
		SP:Iteration 97Q (153922.870000 sec): 3 clusters
  Score: Raw -619809.736017 + Penalty 2916.050742 = -616893.685275
  nChanged 7
		SP:Iteration 98Q (153923.060000 sec): 3 clusters
  Score: Raw -619810.859452 + Penalty 2916.050742 = -616894.808710
  nChanged 8
		SP:Iteration 99Q (153923.290000 sec): 3 clusters
  Score: Raw -619812.117036 + Penalty 2916.050742 = -616896.066294
  nChanged 8
		SP:Iteration 100F (153923.470000 sec): 3 clusters
  Score: Raw -619813.675689 + Penalty 2916.050742 = -616897.624947
  nChanged 7
		SP:Iteration 101Q (153923.680000 sec): 3 clusters
  Score: Raw -619814.631362 + Penalty 2916.050742 = -616898.580620
  nChanged 7
		SP:Iteration 102Q (153923.850000 sec): 3 clusters
  Score: Raw -619815.776781 + Penalty 2916.050742 = -616899.726039
  nChanged 4
		SP:Iteration 103Q (153924.000000 sec): 3 clusters
  Score: Raw -619816.143767 + Penalty 2916.050742 = -616900.093025
  nChanged 3
		SP:Iteration 104Q (153924.200000 sec): 3 clusters
  Score: Raw -619816.522029 + Penalty 2916.050742 = -616900.471288
  nChanged 3
		SP:Iteration 105Q (153924.420000 sec): 3 clusters
  Score: Raw -619816.836954 + Penalty 2916.050742 = -616900.786212
  nChanged 2
		SP:Iteration 106Q (153924.640000 sec): 3 clusters
  Score: Raw -619817.087533 + Penalty 2916.050742 = -616901.036791
  nChanged 2
		SP:Iteration 107Q (153924.810000 sec): 3 clusters
  Score: Raw -619817.313311 + Penalty 2916.050742 = -616901.262569
  nChanged 4
		SP:Iteration 108Q (153925.020000 sec): 3 clusters
  Score: Raw -619817.845475 + Penalty 2916.050742 = -616901.794734
  nChanged 3
		SP:Iteration 109Q (153925.240000 sec): 3 clusters
  Score: Raw -619818.266075 + Penalty 2916.050742 = -616902.215333
  nChanged 0
		SP:Iteration 110F (153925.400000 sec): 3 clusters
  Score: Raw -619818.266075 + Penalty 2916.050742 = -616902.215333
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 15 (7637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153925.500000 sec): 2 clusters
  Score: Raw -683203.408008 + Penalty 1452.873522 = -681750.534486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153925.710000 sec): 3 clusters
  Score: Raw -679029.034438 + Penalty 2905.747044 = -676123.287395
  nChanged 3176
		SP:Iteration 1F (153925.910000 sec): 3 clusters
  Score: Raw -680726.047524 + Penalty 2905.747044 = -677820.300480
  nChanged 490
		SP:Iteration 2F (153926.070000 sec): 3 clusters
  Score: Raw -680969.223041 + Penalty 2905.747044 = -678063.475997
  nChanged 411
		SP:Iteration 3F (153926.280000 sec): 3 clusters
  Score: Raw -681149.577133 + Penalty 2905.747044 = -678243.830089
  nChanged 323
		SP:Iteration 4Q (153926.470000 sec): 3 clusters
  Score: Raw -681274.939346 + Penalty 2905.747044 = -678369.192302
  nChanged 257
		SP:Iteration 5Q (153926.670000 sec): 3 clusters
  Score: Raw -681375.853908 + Penalty 2905.747044 = -678470.106864
  nChanged 213
		SP:Iteration 6Q (153926.830000 sec): 3 clusters
  Score: Raw -681458.259046 + Penalty 2905.747044 = -678552.512002
  nChanged 204
		SP:Iteration 7Q (153927.060000 sec): 3 clusters
  Score: Raw -681543.742383 + Penalty 2905.747044 = -678637.995339
  nChanged 201
		SP:Iteration 8Q (153927.240000 sec): 3 clusters
  Score: Raw -681634.567882 + Penalty 2905.747044 = -678728.820838
  nChanged 199
		SP:Iteration 9Q (153927.470000 sec): 3 clusters
  Score: Raw -681748.130274 + Penalty 2905.747044 = -678842.383230
  nChanged 224
		SP:Iteration 10Q (153927.680000 sec): 3 clusters
  Score: Raw -681881.574378 + Penalty 2905.747044 = -678975.827334
  nChanged 221
		SP:Iteration 11Q (153927.850000 sec): 3 clusters
  Score: Raw -682024.930629 + Penalty 2905.747044 = -679119.183585
  nChanged 227
		SP:Iteration 12Q (153928.080000 sec): 3 clusters
  Score: Raw -682193.434226 + Penalty 2905.747044 = -679287.687183
  nChanged 234
		SP:Iteration 13Q (153928.310000 sec): 3 clusters
  Score: Raw -682364.991562 + Penalty 2905.747044 = -679459.244518
  nChanged 209
		SP:Iteration 14Q (153928.520000 sec): 3 clusters
  Score: Raw -682541.642094 + Penalty 2905.747044 = -679635.895050
  nChanged 201
		SP:Iteration 15Q (153928.740000 sec): 3 clusters
  Score: Raw -682711.356519 + Penalty 2905.747044 = -679805.609476
  nChanged 150
		SP:Iteration 16Q (153928.940000 sec): 3 clusters
  Score: Raw -682812.132228 + Penalty 2905.747044 = -679906.385184
  nChanged 110
		SP:Iteration 17Q (153929.150000 sec): 3 clusters
  Score: Raw -682884.093133 + Penalty 2905.747044 = -679978.346089
  nChanged 101
		SP:Iteration 18Q (153929.330000 sec): 3 clusters
  Score: Raw -682935.998865 + Penalty 2905.747044 = -680030.251822
  nChanged 65
		SP:Iteration 19Q (153929.510000 sec): 3 clusters
  Score: Raw -682966.466479 + Penalty 2905.747044 = -680060.719436
  nChanged 58
		SP:Iteration 20F (153929.720000 sec): 3 clusters
  Score: Raw -683001.212175 + Penalty 2905.747044 = -680095.465131
  nChanged 42
		SP:Iteration 21Q (153929.940000 sec): 3 clusters
  Score: Raw -683025.602537 + Penalty 2905.747044 = -680119.855494
  nChanged 45
		SP:Iteration 22Q (153930.090000 sec): 3 clusters
  Score: Raw -683046.806187 + Penalty 2905.747044 = -680141.059144
  nChanged 48
		SP:Iteration 23Q (153930.300000 sec): 3 clusters
  Score: Raw -683072.442484 + Penalty 2905.747044 = -680166.695440
  nChanged 43
		SP:Iteration 24Q (153930.430000 sec): 3 clusters
  Score: Raw -683087.912415 + Penalty 2905.747044 = -680182.165372
  nChanged 35
		SP:Iteration 25Q (153930.620000 sec): 3 clusters
  Score: Raw -683101.504803 + Penalty 2905.747044 = -680195.757759
  nChanged 39
		SP:Iteration 26Q (153930.830000 sec): 3 clusters
  Score: Raw -683116.032619 + Penalty 2905.747044 = -680210.285575
  nChanged 39
		SP:Iteration 27Q (153931.040000 sec): 3 clusters
  Score: Raw -683128.831779 + Penalty 2905.747044 = -680223.084736
  nChanged 24
		SP:Iteration 28Q (153931.240000 sec): 3 clusters
  Score: Raw -683138.183739 + Penalty 2905.747044 = -680232.436695
  nChanged 23
		SP:Iteration 29Q (153931.460000 sec): 3 clusters
  Score: Raw -683146.200536 + Penalty 2905.747044 = -680240.453492
  nChanged 25
		SP:Iteration 30Q (153931.630000 sec): 3 clusters
  Score: Raw -683155.330332 + Penalty 2905.747044 = -680249.583288
  nChanged 29
		SP:Iteration 31Q (153931.800000 sec): 3 clusters
  Score: Raw -683167.686598 + Penalty 2905.747044 = -680261.939555
  nChanged 31
		SP:Iteration 32Q (153931.970000 sec): 3 clusters
  Score: Raw -683179.343300 + Penalty 2905.747044 = -680273.596256
  nChanged 20
		SP:Iteration 33Q (153932.190000 sec): 3 clusters
  Score: Raw -683186.501141 + Penalty 2905.747044 = -680280.754097
  nChanged 21
		SP:Iteration 34Q (153932.380000 sec): 3 clusters
  Score: Raw -683194.692858 + Penalty 2905.747044 = -680288.945814
  nChanged 23
		SP:Iteration 35Q (153932.580000 sec): 3 clusters
  Score: Raw -683200.469634 + Penalty 2905.747044 = -680294.722590
  nChanged 17
		SP:Iteration 36Q (153932.780000 sec): 3 clusters
  Score: Raw -683204.863015 + Penalty 2905.747044 = -680299.115971
  nChanged 14
		SP:Iteration 37Q (153932.980000 sec): 3 clusters
  Score: Raw -683210.267392 + Penalty 2905.747044 = -680304.520349
  nChanged 14
		SP:Iteration 38Q (153933.200000 sec): 3 clusters
  Score: Raw -683215.368070 + Penalty 2905.747044 = -680309.621026
  nChanged 13
		SP:Iteration 39Q (153933.380000 sec): 3 clusters
  Score: Raw -683219.613749 + Penalty 2905.747044 = -680313.866705
  nChanged 13
		SP:Iteration 40F (153933.610000 sec): 3 clusters
  Score: Raw -683223.384790 + Penalty 2905.747044 = -680317.637746
  nChanged 16
		SP:Iteration 41Q (153933.820000 sec): 3 clusters
  Score: Raw -683228.415800 + Penalty 2905.747044 = -680322.668756
  nChanged 14
		SP:Iteration 42Q (153934.010000 sec): 3 clusters
  Score: Raw -683232.146677 + Penalty 2905.747044 = -680326.399633
  nChanged 16
		SP:Iteration 43Q (153934.180000 sec): 3 clusters
  Score: Raw -683236.202478 + Penalty 2905.747044 = -680330.455434
  nChanged 13
		SP:Iteration 44Q (153934.380000 sec): 3 clusters
  Score: Raw -683241.773775 + Penalty 2905.747044 = -680336.026731
  nChanged 15
		SP:Iteration 45Q (153934.600000 sec): 3 clusters
  Score: Raw -683245.970961 + Penalty 2905.747044 = -680340.223917
  nChanged 10
		SP:Iteration 46Q (153934.760000 sec): 3 clusters
  Score: Raw -683248.876898 + Penalty 2905.747044 = -680343.129855
  nChanged 11
		SP:Iteration 47Q (153934.970000 sec): 3 clusters
  Score: Raw -683252.495651 + Penalty 2905.747044 = -680346.748607
  nChanged 14
		SP:Iteration 48Q (153935.170000 sec): 3 clusters
  Score: Raw -683256.806222 + Penalty 2905.747044 = -680351.059178
  nChanged 12
		SP:Iteration 49Q (153935.380000 sec): 3 clusters
  Score: Raw -683261.393659 + Penalty 2905.747044 = -680355.646615
  nChanged 14
		SP:Iteration 50Q (153935.550000 sec): 3 clusters
  Score: Raw -683268.107807 + Penalty 2905.747044 = -680362.360764
  nChanged 13
		SP:Iteration 51Q (153935.740000 sec): 3 clusters
  Score: Raw -683272.924398 + Penalty 2905.747044 = -680367.177354
  nChanged 7
		SP:Iteration 52Q (153935.940000 sec): 3 clusters
  Score: Raw -683275.130344 + Penalty 2905.747044 = -680369.383300
  nChanged 9
		SP:Iteration 53Q (153936.180000 sec): 3 clusters
  Score: Raw -683278.300406 + Penalty 2905.747044 = -680372.553362
  nChanged 12
		SP:Iteration 54Q (153936.400000 sec): 3 clusters
  Score: Raw -683282.814022 + Penalty 2905.747044 = -680377.066978
  nChanged 12
		SP:Iteration 55Q (153936.570000 sec): 3 clusters
  Score: Raw -683290.275267 + Penalty 2905.747044 = -680384.528223
  nChanged 14
		SP:Iteration 56Q (153936.750000 sec): 3 clusters
  Score: Raw -683295.363264 + Penalty 2905.747044 = -680389.616220
  nChanged 13
		SP:Iteration 57Q (153936.930000 sec): 3 clusters
  Score: Raw -683300.414243 + Penalty 2905.747044 = -680394.667199
  nChanged 16
		SP:Iteration 58Q (153937.130000 sec): 3 clusters
  Score: Raw -683309.368245 + Penalty 2905.747044 = -680403.621201
  nChanged 21
		SP:Iteration 59Q (153937.310000 sec): 3 clusters
  Score: Raw -683319.436581 + Penalty 2905.747044 = -680413.689537
  nChanged 23
		SP:Iteration 60F (153937.490000 sec): 3 clusters
  Score: Raw -683330.148712 + Penalty 2905.747044 = -680424.401668
  nChanged 17
		SP:Iteration 61Q (153937.700000 sec): 3 clusters
  Score: Raw -683335.095698 + Penalty 2905.747044 = -680429.348654
  nChanged 10
		SP:Iteration 62Q (153937.880000 sec): 3 clusters
  Score: Raw -683338.544500 + Penalty 2905.747044 = -680432.797456
  nChanged 11
		SP:Iteration 63Q (153938.080000 sec): 3 clusters
  Score: Raw -683341.966303 + Penalty 2905.747044 = -680436.219259
  nChanged 12
		SP:Iteration 64Q (153938.330000 sec): 3 clusters
  Score: Raw -683345.337592 + Penalty 2905.747044 = -680439.590548
  nChanged 6
		SP:Iteration 65Q (153938.430000 sec): 3 clusters
  Score: Raw -683346.741167 + Penalty 2905.747044 = -680440.994123
  nChanged 4
		SP:Iteration 66Q (153938.630000 sec): 3 clusters
  Score: Raw -683348.477870 + Penalty 2905.747044 = -680442.730827
  nChanged 6
		SP:Iteration 67Q (153938.820000 sec): 3 clusters
  Score: Raw -683350.325929 + Penalty 2905.747044 = -680444.578885
  nChanged 7
		SP:Iteration 68Q (153939.050000 sec): 3 clusters
  Score: Raw -683352.543539 + Penalty 2905.747044 = -680446.796495
  nChanged 8
		SP:Iteration 69Q (153939.260000 sec): 3 clusters
  Score: Raw -683354.547326 + Penalty 2905.747044 = -680448.800282
  nChanged 8
		SP:Iteration 70Q (153939.450000 sec): 3 clusters
  Score: Raw -683356.476046 + Penalty 2905.747044 = -680450.729002
  nChanged 5
		SP:Iteration 71Q (153939.670000 sec): 3 clusters
  Score: Raw -683357.936232 + Penalty 2905.747044 = -680452.189188
  nChanged 4
		SP:Iteration 72Q (153939.880000 sec): 3 clusters
  Score: Raw -683359.969476 + Penalty 2905.747044 = -680454.222433
  nChanged 10
		SP:Iteration 73Q (153940.070000 sec): 3 clusters
  Score: Raw -683363.687777 + Penalty 2905.747044 = -680457.940734
  nChanged 6
		SP:Iteration 74Q (153940.270000 sec): 3 clusters
  Score: Raw -683365.489765 + Penalty 2905.747044 = -680459.742721
  nChanged 4
		SP:Iteration 75Q (153940.490000 sec): 3 clusters
  Score: Raw -683366.740365 + Penalty 2905.747044 = -680460.993321
  nChanged 4
		SP:Iteration 76Q (153940.670000 sec): 3 clusters
  Score: Raw -683368.515098 + Penalty 2905.747044 = -680462.768055
  nChanged 2
		SP:Iteration 77Q (153940.870000 sec): 3 clusters
  Score: Raw -683368.969906 + Penalty 2905.747044 = -680463.222862
  nChanged 1
		SP:Iteration 78Q (153941.070000 sec): 3 clusters
  Score: Raw -683369.064865 + Penalty 2905.747044 = -680463.317821
  nChanged 0
		SP:Iteration 79F (153941.290000 sec): 3 clusters
  Score: Raw -683369.064865 + Penalty 2905.747044 = -680463.317821
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 16 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153941.370000 sec): 2 clusters
  Score: Raw -9814.643651 + Penalty 807.594661 = -9007.048990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153941.540000 sec): 3 clusters
  Score: Raw -9961.925932 + Penalty 1615.189322 = -8346.736610
  nChanged 11
		SP:Iteration 1F (153941.680000 sec): 3 clusters
  Score: Raw -10019.323476 + Penalty 1615.189322 = -8404.134154
  nChanged 4
		SP:Iteration 2Q (153941.910000 sec): 3 clusters
  Score: Raw -10050.696141 + Penalty 1615.189322 = -8435.506818
  nChanged 1
		SP:Iteration 3Q (153942.100000 sec): 3 clusters
  Score: Raw -10055.685168 + Penalty 1615.189322 = -8440.495846
  nChanged 0
		SP:Iteration 4F (153942.240000 sec): 3 clusters
  Score: Raw -10055.685168 + Penalty 1615.189322 = -8440.495846
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 17 (10590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153942.400000 sec): 2 clusters
  Score: Raw -894574.321603 + Penalty 1505.995634 = -893068.325969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153942.610000 sec): 3 clusters
  Score: Raw -888500.807134 + Penalty 3011.991268 = -885488.815866
  nChanged 4627
		SP:Iteration 1F (153942.870000 sec): 3 clusters
  Score: Raw -890979.996237 + Penalty 3011.991268 = -887968.004970
  nChanged 692
		SP:Iteration 2F (153943.050000 sec): 3 clusters
  Score: Raw -891312.599971 + Penalty 3011.991268 = -888300.608703
  nChanged 613
		SP:Iteration 3F (153943.270000 sec): 3 clusters
  Score: Raw -891594.757590 + Penalty 3011.991268 = -888582.766322
  nChanged 510
		SP:Iteration 4Q (153943.490000 sec): 3 clusters
  Score: Raw -891821.092582 + Penalty 3011.991268 = -888809.101315
  nChanged 455
		SP:Iteration 5Q (153943.710000 sec): 3 clusters
  Score: Raw -892029.326893 + Penalty 3011.991268 = -889017.335626
  nChanged 418
		SP:Iteration 6Q (153943.930000 sec): 3 clusters
  Score: Raw -892207.446542 + Penalty 3011.991268 = -889195.455275
  nChanged 392
		SP:Iteration 7Q (153944.170000 sec): 3 clusters
  Score: Raw -892389.145945 + Penalty 3011.991268 = -889377.154677
  nChanged 419
		SP:Iteration 8Q (153944.340000 sec): 3 clusters
  Score: Raw -892587.870913 + Penalty 3011.991268 = -889575.879645
  nChanged 401
		SP:Iteration 9Q (153944.560000 sec): 3 clusters
  Score: Raw -892779.890239 + Penalty 3011.991268 = -889767.898971
  nChanged 378
		SP:Iteration 10Q (153944.770000 sec): 3 clusters
  Score: Raw -892971.307067 + Penalty 3011.991268 = -889959.315800
  nChanged 366
		SP:Iteration 11Q (153944.990000 sec): 3 clusters
  Score: Raw -893196.626706 + Penalty 3011.991268 = -890184.635438
  nChanged 393
		SP:Iteration 12Q (153945.210000 sec): 3 clusters
  Score: Raw -893452.857110 + Penalty 3011.991268 = -890440.865842
  nChanged 397
		SP:Iteration 13Q (153945.410000 sec): 3 clusters
  Score: Raw -893712.137861 + Penalty 3011.991268 = -890700.146594
  nChanged 355
		SP:Iteration 14Q (153945.610000 sec): 3 clusters
  Score: Raw -893965.728448 + Penalty 3011.991268 = -890953.737181
  nChanged 306
		SP:Iteration 15Q (153945.860000 sec): 3 clusters
  Score: Raw -894148.892895 + Penalty 3011.991268 = -891136.901628
  nChanged 241
		SP:Iteration 16Q (153946.080000 sec): 3 clusters
  Score: Raw -894301.093413 + Penalty 3011.991268 = -891289.102146
  nChanged 206
		SP:Iteration 17Q (153946.310000 sec): 3 clusters
  Score: Raw -894427.082395 + Penalty 3011.991268 = -891415.091127
  nChanged 160
		SP:Iteration 18Q (153946.530000 sec): 3 clusters
  Score: Raw -894517.314496 + Penalty 3011.991268 = -891505.323229
  nChanged 136
		SP:Iteration 19Q (153946.740000 sec): 3 clusters
  Score: Raw -894599.412993 + Penalty 3011.991268 = -891587.421726
  nChanged 140
		SP:Iteration 20F (153946.970000 sec): 3 clusters
  Score: Raw -894672.455514 + Penalty 3011.991268 = -891660.464247
  nChanged 110
		SP:Iteration 21Q (153947.200000 sec): 3 clusters
  Score: Raw -894718.804847 + Penalty 3011.991268 = -891706.813579
  nChanged 101
		SP:Iteration 22Q (153947.400000 sec): 3 clusters
  Score: Raw -894764.546664 + Penalty 3011.991268 = -891752.555396
  nChanged 82
		SP:Iteration 23Q (153947.620000 sec): 3 clusters
  Score: Raw -894790.300732 + Penalty 3011.991268 = -891778.309464
  nChanged 60
		SP:Iteration 24Q (153947.820000 sec): 3 clusters
  Score: Raw -894802.312223 + Penalty 3011.991268 = -891790.320956
  nChanged 26
		SP:Iteration 25Q (153948.050000 sec): 3 clusters
  Score: Raw -894807.941537 + Penalty 3011.991268 = -891795.950269
  nChanged 24
		SP:Iteration 26Q (153948.240000 sec): 3 clusters
  Score: Raw -894812.120844 + Penalty 3011.991268 = -891800.129577
  nChanged 14
		SP:Iteration 27Q (153948.450000 sec): 3 clusters
  Score: Raw -894814.393703 + Penalty 3011.991268 = -891802.402435
  nChanged 10
		SP:Iteration 28Q (153948.690000 sec): 3 clusters
  Score: Raw -894815.970269 + Penalty 3011.991268 = -891803.979002
  nChanged 8
		SP:Iteration 29Q (153948.860000 sec): 3 clusters
  Score: Raw -894817.284208 + Penalty 3011.991268 = -891805.292940
  nChanged 4
		SP:Iteration 30Q (153949.060000 sec): 3 clusters
  Score: Raw -894817.793347 + Penalty 3011.991268 = -891805.802080
  nChanged 5
		SP:Iteration 31Q (153949.250000 sec): 3 clusters
  Score: Raw -894818.799798 + Penalty 3011.991268 = -891806.808531
  nChanged 6
		SP:Iteration 32Q (153949.450000 sec): 3 clusters
  Score: Raw -894819.455444 + Penalty 3011.991268 = -891807.464176
  nChanged 2
		SP:Iteration 33Q (153949.670000 sec): 3 clusters
  Score: Raw -894819.929552 + Penalty 3011.991268 = -891807.938285
  nChanged 4
		SP:Iteration 34Q (153949.850000 sec): 3 clusters
  Score: Raw -894820.311180 + Penalty 3011.991268 = -891808.319912
  nChanged 0
		SP:Iteration 35F (153950.080000 sec): 3 clusters
  Score: Raw -894820.311180 + Penalty 3011.991268 = -891808.319912
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 18 (8301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153950.210000 sec): 2 clusters
  Score: Raw -643479.841664 + Penalty 1466.421331 = -642013.420333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153950.460000 sec): 3 clusters
  Score: Raw -638939.935439 + Penalty 2932.842662 = -636007.092777
  nChanged 3488
		SP:Iteration 1F (153950.670000 sec): 3 clusters
  Score: Raw -640830.559542 + Penalty 2932.842662 = -637897.716880
  nChanged 592
		SP:Iteration 2F (153950.850000 sec): 3 clusters
  Score: Raw -641181.931645 + Penalty 2932.842662 = -638249.088982
  nChanged 518
		SP:Iteration 3F (153951.060000 sec): 3 clusters
  Score: Raw -641471.599745 + Penalty 2932.842662 = -638538.757082
  nChanged 447
		SP:Iteration 4F (153951.250000 sec): 3 clusters
  Score: Raw -641716.593227 + Penalty 2932.842662 = -638783.750564
  nChanged 400
		SP:Iteration 5Q (153951.440000 sec): 3 clusters
  Score: Raw -641926.366048 + Penalty 2932.842662 = -638993.523386
  nChanged 375
		SP:Iteration 6Q (153951.650000 sec): 3 clusters
  Score: Raw -642124.040449 + Penalty 2932.842662 = -639191.197787
  nChanged 325
		SP:Iteration 7Q (153951.880000 sec): 3 clusters
  Score: Raw -642293.877180 + Penalty 2932.842662 = -639361.034518
  nChanged 274
		SP:Iteration 8Q (153952.080000 sec): 3 clusters
  Score: Raw -642436.775905 + Penalty 2932.842662 = -639503.933242
  nChanged 262
		SP:Iteration 9Q (153952.260000 sec): 3 clusters
  Score: Raw -642563.096940 + Penalty 2932.842662 = -639630.254278
  nChanged 224
		SP:Iteration 10Q (153952.460000 sec): 3 clusters
  Score: Raw -642661.418842 + Penalty 2932.842662 = -639728.576180
  nChanged 204
		SP:Iteration 11Q (153952.720000 sec): 3 clusters
  Score: Raw -642757.740206 + Penalty 2932.842662 = -639824.897543
  nChanged 205
		SP:Iteration 12Q (153952.900000 sec): 3 clusters
  Score: Raw -642855.075723 + Penalty 2932.842662 = -639922.233061
  nChanged 180
		SP:Iteration 13Q (153953.110000 sec): 3 clusters
  Score: Raw -642927.626196 + Penalty 2932.842662 = -639994.783534
  nChanged 153
		SP:Iteration 14Q (153953.310000 sec): 3 clusters
  Score: Raw -642988.764953 + Penalty 2932.842662 = -640055.922291
  nChanged 137
		SP:Iteration 15Q (153953.520000 sec): 3 clusters
  Score: Raw -643043.529590 + Penalty 2932.842662 = -640110.686927
  nChanged 143
		SP:Iteration 16Q (153953.750000 sec): 3 clusters
  Score: Raw -643093.011173 + Penalty 2932.842662 = -640160.168511
  nChanged 101
		SP:Iteration 17Q (153953.970000 sec): 3 clusters
  Score: Raw -643117.764118 + Penalty 2932.842662 = -640184.921456
  nChanged 80
		SP:Iteration 18Q (153954.150000 sec): 3 clusters
  Score: Raw -643135.068063 + Penalty 2932.842662 = -640202.225401
  nChanged 56
		SP:Iteration 19Q (153954.360000 sec): 3 clusters
  Score: Raw -643148.212849 + Penalty 2932.842662 = -640215.370187
  nChanged 46
		SP:Iteration 20F (153954.580000 sec): 3 clusters
  Score: Raw -643156.761264 + Penalty 2932.842662 = -640223.918602
  nChanged 31
		SP:Iteration 21Q (153954.770000 sec): 3 clusters
  Score: Raw -643161.900298 + Penalty 2932.842662 = -640229.057636
  nChanged 22
		SP:Iteration 22Q (153954.980000 sec): 3 clusters
  Score: Raw -643166.584642 + Penalty 2932.842662 = -640233.741980
  nChanged 28
		SP:Iteration 23Q (153955.170000 sec): 3 clusters
  Score: Raw -643171.906348 + Penalty 2932.842662 = -640239.063686
  nChanged 16
		SP:Iteration 24Q (153955.390000 sec): 3 clusters
  Score: Raw -643174.794815 + Penalty 2932.842662 = -640241.952152
  nChanged 14
		SP:Iteration 25Q (153955.580000 sec): 3 clusters
  Score: Raw -643177.238263 + Penalty 2932.842662 = -640244.395601
  nChanged 18
		SP:Iteration 26Q (153955.780000 sec): 3 clusters
  Score: Raw -643179.685222 + Penalty 2932.842662 = -640246.842559
  nChanged 11
		SP:Iteration 27Q (153955.980000 sec): 3 clusters
  Score: Raw -643181.626367 + Penalty 2932.842662 = -640248.783705
  nChanged 9
		SP:Iteration 28Q (153956.180000 sec): 3 clusters
  Score: Raw -643183.029899 + Penalty 2932.842662 = -640250.187237
  nChanged 10
		SP:Iteration 29Q (153956.400000 sec): 3 clusters
  Score: Raw -643184.180135 + Penalty 2932.842662 = -640251.337472
  nChanged 7
		SP:Iteration 30Q (153956.600000 sec): 3 clusters
  Score: Raw -643185.040576 + Penalty 2932.842662 = -640252.197913
  nChanged 9
		SP:Iteration 31Q (153956.770000 sec): 3 clusters
  Score: Raw -643186.413297 + Penalty 2932.842662 = -640253.570634
  nChanged 10
		SP:Iteration 32Q (153957.000000 sec): 3 clusters
  Score: Raw -643187.730563 + Penalty 2932.842662 = -640254.887900
  nChanged 12
		SP:Iteration 33Q (153957.160000 sec): 3 clusters
  Score: Raw -643189.498282 + Penalty 2932.842662 = -640256.655620
  nChanged 12
		SP:Iteration 34Q (153957.380000 sec): 3 clusters
  Score: Raw -643191.169380 + Penalty 2932.842662 = -640258.326718
  nChanged 15
		SP:Iteration 35Q (153957.550000 sec): 3 clusters
  Score: Raw -643193.337751 + Penalty 2932.842662 = -640260.495089
  nChanged 15
		SP:Iteration 36Q (153957.780000 sec): 3 clusters
  Score: Raw -643195.064617 + Penalty 2932.842662 = -640262.221954
  nChanged 13
		SP:Iteration 37Q (153958.010000 sec): 3 clusters
  Score: Raw -643197.095684 + Penalty 2932.842662 = -640264.253022
  nChanged 12
		SP:Iteration 38Q (153958.220000 sec): 3 clusters
  Score: Raw -643198.804820 + Penalty 2932.842662 = -640265.962157
  nChanged 17
		SP:Iteration 39Q (153958.390000 sec): 3 clusters
  Score: Raw -643201.362066 + Penalty 2932.842662 = -640268.519404
  nChanged 14
		SP:Iteration 40F (153958.630000 sec): 3 clusters
  Score: Raw -643203.030671 + Penalty 2932.842662 = -640270.188009
  nChanged 16
		SP:Iteration 41Q (153958.850000 sec): 3 clusters
  Score: Raw -643205.560773 + Penalty 2932.842662 = -640272.718111
  nChanged 15
		SP:Iteration 42Q (153959.040000 sec): 3 clusters
  Score: Raw -643208.129898 + Penalty 2932.842662 = -640275.287236
  nChanged 17
		SP:Iteration 43Q (153959.230000 sec): 3 clusters
  Score: Raw -643210.704033 + Penalty 2932.842662 = -640277.861371
  nChanged 19
		SP:Iteration 44Q (153959.450000 sec): 3 clusters
  Score: Raw -643213.418754 + Penalty 2932.842662 = -640280.576092
  nChanged 18
		SP:Iteration 45Q (153959.640000 sec): 3 clusters
  Score: Raw -643215.513139 + Penalty 2932.842662 = -640282.670477
  nChanged 17
		SP:Iteration 46Q (153959.840000 sec): 3 clusters
  Score: Raw -643218.336784 + Penalty 2932.842662 = -640285.494122
  nChanged 22
		SP:Iteration 47Q (153960.070000 sec): 3 clusters
  Score: Raw -643222.442820 + Penalty 2932.842662 = -640289.600158
  nChanged 21
		SP:Iteration 48Q (153960.290000 sec): 3 clusters
  Score: Raw -643225.687755 + Penalty 2932.842662 = -640292.845093
  nChanged 19
		SP:Iteration 49Q (153960.430000 sec): 3 clusters
  Score: Raw -643228.708915 + Penalty 2932.842662 = -640295.866253
  nChanged 16
		SP:Iteration 50Q (153960.640000 sec): 3 clusters
  Score: Raw -643232.221275 + Penalty 2932.842662 = -640299.378613
  nChanged 21
		SP:Iteration 51Q (153960.790000 sec): 3 clusters
  Score: Raw -643235.260412 + Penalty 2932.842662 = -640302.417750
  nChanged 14
		SP:Iteration 52Q (153960.970000 sec): 3 clusters
  Score: Raw -643237.466973 + Penalty 2932.842662 = -640304.624311
  nChanged 18
		SP:Iteration 53Q (153961.210000 sec): 3 clusters
  Score: Raw -643239.815413 + Penalty 2932.842662 = -640306.972751
  nChanged 16
		SP:Iteration 54Q (153961.390000 sec): 3 clusters
  Score: Raw -643242.546998 + Penalty 2932.842662 = -640309.704336
  nChanged 22
		SP:Iteration 55Q (153961.580000 sec): 3 clusters
  Score: Raw -643246.240905 + Penalty 2932.842662 = -640313.398243
  nChanged 24
		SP:Iteration 56Q (153961.760000 sec): 3 clusters
  Score: Raw -643250.007754 + Penalty 2932.842662 = -640317.165092
  nChanged 24
		SP:Iteration 57Q (153961.990000 sec): 3 clusters
  Score: Raw -643253.974329 + Penalty 2932.842662 = -640321.131667
  nChanged 21
		SP:Iteration 58Q (153962.200000 sec): 3 clusters
  Score: Raw -643256.707698 + Penalty 2932.842662 = -640323.865036
  nChanged 18
		SP:Iteration 59Q (153962.420000 sec): 3 clusters
  Score: Raw -643258.778709 + Penalty 2932.842662 = -640325.936047
  nChanged 15
		SP:Iteration 60F (153962.590000 sec): 3 clusters
  Score: Raw -643260.427927 + Penalty 2932.842662 = -640327.585265
  nChanged 10
		SP:Iteration 61Q (153962.790000 sec): 3 clusters
  Score: Raw -643261.739504 + Penalty 2932.842662 = -640328.896842
  nChanged 8
		SP:Iteration 62Q (153962.950000 sec): 3 clusters
  Score: Raw -643262.594793 + Penalty 2932.842662 = -640329.752131
  nChanged 9
		SP:Iteration 63Q (153963.190000 sec): 3 clusters
  Score: Raw -643263.660177 + Penalty 2932.842662 = -640330.817514
  nChanged 7
		SP:Iteration 64Q (153963.370000 sec): 3 clusters
  Score: Raw -643264.354409 + Penalty 2932.842662 = -640331.511746
  nChanged 5
		SP:Iteration 65Q (153963.550000 sec): 3 clusters
  Score: Raw -643265.216186 + Penalty 2932.842662 = -640332.373523
  nChanged 12
		SP:Iteration 66Q (153963.750000 sec): 3 clusters
  Score: Raw -643266.800804 + Penalty 2932.842662 = -640333.958141
  nChanged 12
		SP:Iteration 67Q (153963.980000 sec): 3 clusters
  Score: Raw -643268.570106 + Penalty 2932.842662 = -640335.727444
  nChanged 14
		SP:Iteration 68Q (153964.170000 sec): 3 clusters
  Score: Raw -643271.100673 + Penalty 2932.842662 = -640338.258010
  nChanged 19
		SP:Iteration 69Q (153964.380000 sec): 3 clusters
  Score: Raw -643274.215207 + Penalty 2932.842662 = -640341.372545
  nChanged 17
		SP:Iteration 70Q (153964.630000 sec): 3 clusters
  Score: Raw -643277.347641 + Penalty 2932.842662 = -640344.504979
  nChanged 16
		SP:Iteration 71Q (153964.800000 sec): 3 clusters
  Score: Raw -643280.169766 + Penalty 2932.842662 = -640347.327103
  nChanged 20
		SP:Iteration 72Q (153965.010000 sec): 3 clusters
  Score: Raw -643282.694664 + Penalty 2932.842662 = -640349.852001
  nChanged 14
		SP:Iteration 73Q (153965.210000 sec): 3 clusters
  Score: Raw -643284.807139 + Penalty 2932.842662 = -640351.964476
  nChanged 14
		SP:Iteration 74Q (153965.420000 sec): 3 clusters
  Score: Raw -643287.416679 + Penalty 2932.842662 = -640354.574017
  nChanged 13
		SP:Iteration 75Q (153965.650000 sec): 3 clusters
  Score: Raw -643289.385744 + Penalty 2932.842662 = -640356.543082
  nChanged 15
		SP:Iteration 76Q (153965.860000 sec): 3 clusters
  Score: Raw -643292.239665 + Penalty 2932.842662 = -640359.397002
  nChanged 15
		SP:Iteration 77Q (153966.050000 sec): 3 clusters
  Score: Raw -643294.711928 + Penalty 2932.842662 = -640361.869266
  nChanged 15
		SP:Iteration 78Q (153966.270000 sec): 3 clusters
  Score: Raw -643296.746719 + Penalty 2932.842662 = -640363.904057
  nChanged 13
		SP:Iteration 79Q (153966.470000 sec): 3 clusters
  Score: Raw -643298.657922 + Penalty 2932.842662 = -640365.815260
  nChanged 14
		SP:Iteration 80F (153966.710000 sec): 3 clusters
  Score: Raw -643301.260997 + Penalty 2932.842662 = -640368.418335
  nChanged 18
		SP:Iteration 81Q (153966.890000 sec): 3 clusters
  Score: Raw -643304.611369 + Penalty 2932.842662 = -640371.768706
  nChanged 20
		SP:Iteration 82Q (153967.100000 sec): 3 clusters
  Score: Raw -643307.484972 + Penalty 2932.842662 = -640374.642310
  nChanged 20
		SP:Iteration 83Q (153967.330000 sec): 3 clusters
  Score: Raw -643310.810297 + Penalty 2932.842662 = -640377.967635
  nChanged 17
		SP:Iteration 84Q (153967.520000 sec): 3 clusters
  Score: Raw -643314.489219 + Penalty 2932.842662 = -640381.646557
  nChanged 21
		SP:Iteration 85Q (153967.690000 sec): 3 clusters
  Score: Raw -643318.058413 + Penalty 2932.842662 = -640385.215751
  nChanged 22
		SP:Iteration 86Q (153967.910000 sec): 3 clusters
  Score: Raw -643320.983340 + Penalty 2932.842662 = -640388.140678
  nChanged 16
		SP:Iteration 87Q (153968.090000 sec): 3 clusters
  Score: Raw -643323.224548 + Penalty 2932.842662 = -640390.381886
  nChanged 17
		SP:Iteration 88Q (153968.320000 sec): 3 clusters
  Score: Raw -643325.562543 + Penalty 2932.842662 = -640392.719881
  nChanged 12
		SP:Iteration 89Q (153968.520000 sec): 3 clusters
  Score: Raw -643326.655617 + Penalty 2932.842662 = -640393.812954
  nChanged 4
		SP:Iteration 90Q (153968.750000 sec): 3 clusters
  Score: Raw -643327.150152 + Penalty 2932.842662 = -640394.307490
  nChanged 4
		SP:Iteration 91Q (153968.930000 sec): 3 clusters
  Score: Raw -643327.670442 + Penalty 2932.842662 = -640394.827779
  nChanged 1
		SP:Iteration 92Q (153969.150000 sec): 3 clusters
  Score: Raw -643327.729693 + Penalty 2932.842662 = -640394.887030
  nChanged 1
		SP:Iteration 93Q (153969.390000 sec): 3 clusters
  Score: Raw -643327.844819 + Penalty 2932.842662 = -640395.002156
  nChanged 1
		SP:Iteration 94Q (153969.590000 sec): 3 clusters
  Score: Raw -643328.031076 + Penalty 2932.842662 = -640395.188413
  nChanged 2
		SP:Iteration 95Q (153969.770000 sec): 3 clusters
  Score: Raw -643328.395675 + Penalty 2932.842662 = -640395.553013
  nChanged 5
		SP:Iteration 96Q (153970.010000 sec): 3 clusters
  Score: Raw -643329.007616 + Penalty 2932.842662 = -640396.164954
  nChanged 4
		SP:Iteration 97Q (153970.220000 sec): 3 clusters
  Score: Raw -643329.282959 + Penalty 2932.842662 = -640396.440297
  nChanged 2
		SP:Iteration 98Q (153970.410000 sec): 3 clusters
  Score: Raw -643329.410343 + Penalty 2932.842662 = -640396.567681
  nChanged 1
		SP:Iteration 99Q (153970.630000 sec): 3 clusters
  Score: Raw -643329.462547 + Penalty 2932.842662 = -640396.619885
  nChanged 1
		SP:Iteration 100F (153970.850000 sec): 3 clusters
  Score: Raw -643329.560683 + Penalty 2932.842662 = -640396.718021
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 19 (172881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (153971.560000 sec): 2 clusters
  Score: Raw -14931872.110786 + Penalty 1959.808301 = -14929912.302485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (153972.490000 sec): 3 clusters
  Score: Raw -14817818.720914 + Penalty 3919.616602 = -14813899.104312
  nChanged 83384
		SP:Iteration 1F (153973.380000 sec): 3 clusters
  Score: Raw -14867057.793181 + Penalty 3919.616602 = -14863138.176579
  nChanged 4850
		SP:Iteration 2Q (153974.390000 sec): 3 clusters
  Score: Raw -14868156.155302 + Penalty 3919.616602 = -14864236.538700
  nChanged 5428
		SP:Iteration 3Q (153975.440000 sec): 3 clusters
  Score: Raw -14869575.382171 + Penalty 3919.616602 = -14865655.765569
  nChanged 6166
		SP:Iteration 4Q (153976.490000 sec): 3 clusters
  Score: Raw -14871436.597701 + Penalty 3919.616602 = -14867516.981099
  nChanged 6795
		SP:Iteration 5Q (153977.510000 sec): 3 clusters
  Score: Raw -14873826.705935 + Penalty 3919.616602 = -14869907.089333
  nChanged 7628
		SP:Iteration 6Q (153978.390000 sec): 3 clusters
  Score: Raw -14876903.078854 + Penalty 3919.616602 = -14872983.462252
  nChanged 8278
		SP:Iteration 7Q (153979.320000 sec): 3 clusters
  Score: Raw -14880824.146470 + Penalty 3919.616602 = -14876904.529868
  nChanged 9076
		SP:Iteration 8F (153980.300000 sec): 3 clusters
  Score: Raw -14885822.640136 + Penalty 3919.616602 = -14881903.023534
  nChanged 9526
		SP:Iteration 9F (153981.310000 sec): 3 clusters
  Score: Raw -14891690.496494 + Penalty 3919.616602 = -14887770.879892
  nChanged 9290
		SP:Iteration 10F (153982.370000 sec): 3 clusters
  Score: Raw -14897300.266266 + Penalty 3919.616602 = -14893380.649664
  nChanged 7855
		SP:Iteration 11Q (153983.450000 sec): 3 clusters
  Score: Raw -14900821.488597 + Penalty 3919.616602 = -14896901.871995
  nChanged 5373
		SP:Iteration 12Q (153984.290000 sec): 3 clusters
  Score: Raw -14902318.290975 + Penalty 3919.616602 = -14898398.674373
  nChanged 3236
		SP:Iteration 13Q (153985.200000 sec): 3 clusters
  Score: Raw -14902849.271455 + Penalty 3919.616602 = -14898929.654853
  nChanged 1886
		SP:Iteration 14Q (153986.120000 sec): 3 clusters
  Score: Raw -14903057.531382 + Penalty 3919.616602 = -14899137.914779
  nChanged 1252
		SP:Iteration 15Q (153987.080000 sec): 3 clusters
  Score: Raw -14903187.454518 + Penalty 3919.616602 = -14899267.837916
  nChanged 1076
		SP:Iteration 16Q (153988.090000 sec): 3 clusters
  Score: Raw -14903297.327187 + Penalty 3919.616602 = -14899377.710585
  nChanged 978
		SP:Iteration 17Q (153988.930000 sec): 3 clusters
  Score: Raw -14903395.332964 + Penalty 3919.616602 = -14899475.716362
  nChanged 955
		SP:Iteration 18Q (153989.930000 sec): 3 clusters
  Score: Raw -14903497.351190 + Penalty 3919.616602 = -14899577.734588
  nChanged 956
		SP:Iteration 19Q (153990.800000 sec): 3 clusters
  Score: Raw -14903595.792538 + Penalty 3919.616602 = -14899676.175936
  nChanged 1017
		SP:Iteration 20F (153991.700000 sec): 3 clusters
  Score: Raw -14903699.551008 + Penalty 3919.616602 = -14899779.934406
  nChanged 971
		SP:Iteration 21Q (153992.730000 sec): 3 clusters
  Score: Raw -14903798.100179 + Penalty 3919.616602 = -14899878.483577
  nChanged 964
		SP:Iteration 22Q (153993.720000 sec): 3 clusters
  Score: Raw -14903892.206862 + Penalty 3919.616602 = -14899972.590260
  nChanged 909
		SP:Iteration 23Q (153994.770000 sec): 3 clusters
  Score: Raw -14903971.999825 + Penalty 3919.616602 = -14900052.383222
  nChanged 854
		SP:Iteration 24Q (153995.660000 sec): 3 clusters
  Score: Raw -14904045.163782 + Penalty 3919.616602 = -14900125.547180
  nChanged 780
		SP:Iteration 25Q (153996.650000 sec): 3 clusters
  Score: Raw -14904112.049287 + Penalty 3919.616602 = -14900192.432685
  nChanged 790
		SP:Iteration 26Q (153997.650000 sec): 3 clusters
  Score: Raw -14904176.705715 + Penalty 3919.616602 = -14900257.089113
  nChanged 765
		SP:Iteration 27Q (153998.690000 sec): 3 clusters
  Score: Raw -14904239.363113 + Penalty 3919.616602 = -14900319.746511
  nChanged 748
		SP:Iteration 28Q (153999.830000 sec): 3 clusters
  Score: Raw -14904303.620102 + Penalty 3919.616602 = -14900384.003500
  nChanged 808
		SP:Iteration 29Q (154000.720000 sec): 3 clusters
  Score: Raw -14904372.384947 + Penalty 3919.616602 = -14900452.768345
  nChanged 771
		SP:Iteration 30Q (154001.740000 sec): 3 clusters
  Score: Raw -14904435.400553 + Penalty 3919.616602 = -14900515.783951
  nChanged 789
		SP:Iteration 31Q (154002.880000 sec): 3 clusters
  Score: Raw -14904505.879043 + Penalty 3919.616602 = -14900586.262441
  nChanged 827
		SP:Iteration 32Q (154003.980000 sec): 3 clusters
  Score: Raw -14904572.585468 + Penalty 3919.616602 = -14900652.968866
  nChanged 752
		SP:Iteration 33Q (154004.930000 sec): 3 clusters
  Score: Raw -14904634.862176 + Penalty 3919.616602 = -14900715.245574
  nChanged 777
		SP:Iteration 34Q (154005.830000 sec): 3 clusters
  Score: Raw -14904699.834264 + Penalty 3919.616602 = -14900780.217662
  nChanged 773
		SP:Iteration 35Q (154006.780000 sec): 3 clusters
  Score: Raw -14904765.490242 + Penalty 3919.616602 = -14900845.873640
  nChanged 768
		SP:Iteration 36Q (154007.640000 sec): 3 clusters
  Score: Raw -14904831.771983 + Penalty 3919.616602 = -14900912.155381
  nChanged 767
		SP:Iteration 37Q (154008.610000 sec): 3 clusters
  Score: Raw -14904895.819622 + Penalty 3919.616602 = -14900976.203020
  nChanged 787
		SP:Iteration 38Q (154009.590000 sec): 3 clusters
  Score: Raw -14904959.575819 + Penalty 3919.616602 = -14901039.959217
  nChanged 782
		SP:Iteration 39Q (154010.520000 sec): 3 clusters
  Score: Raw -14905028.355499 + Penalty 3919.616602 = -14901108.738897
  nChanged 779
		SP:Iteration 40F (154011.440000 sec): 3 clusters
  Score: Raw -14905098.310814 + Penalty 3919.616602 = -14901178.694212
  nChanged 809
		SP:Iteration 41Q (154012.610000 sec): 3 clusters
  Score: Raw -14905172.918659 + Penalty 3919.616602 = -14901253.302057
  nChanged 830
		SP:Iteration 42Q (154013.550000 sec): 3 clusters
  Score: Raw -14905254.575343 + Penalty 3919.616602 = -14901334.958741
  nChanged 905
		SP:Iteration 43Q (154014.490000 sec): 3 clusters
  Score: Raw -14905341.833447 + Penalty 3919.616602 = -14901422.216844
  nChanged 889
		SP:Iteration 44Q (154015.510000 sec): 3 clusters
  Score: Raw -14905428.981375 + Penalty 3919.616602 = -14901509.364773
  nChanged 902
		SP:Iteration 45Q (154016.640000 sec): 3 clusters
  Score: Raw -14905513.739742 + Penalty 3919.616602 = -14901594.123140
  nChanged 919
		SP:Iteration 46Q (154017.590000 sec): 3 clusters
  Score: Raw -14905599.700809 + Penalty 3919.616602 = -14901680.084207
  nChanged 944
		SP:Iteration 47Q (154018.610000 sec): 3 clusters
  Score: Raw -14905687.350314 + Penalty 3919.616602 = -14901767.733712
  nChanged 987
		SP:Iteration 48Q (154019.570000 sec): 3 clusters
  Score: Raw -14905781.760978 + Penalty 3919.616602 = -14901862.144376
  nChanged 996
		SP:Iteration 49Q (154020.560000 sec): 3 clusters
  Score: Raw -14905873.824295 + Penalty 3919.616602 = -14901954.207693
  nChanged 1023
		SP:Iteration 50Q (154021.600000 sec): 3 clusters
  Score: Raw -14905972.229454 + Penalty 3919.616602 = -14902052.612852
  nChanged 1134
		SP:Iteration 51Q (154022.640000 sec): 3 clusters
  Score: Raw -14906095.033516 + Penalty 3919.616602 = -14902175.416913
  nChanged 1253
		SP:Iteration 52Q (154023.590000 sec): 3 clusters
  Score: Raw -14906237.551957 + Penalty 3919.616602 = -14902317.935354
  nChanged 1332
		SP:Iteration 53Q (154024.580000 sec): 3 clusters
  Score: Raw -14906399.920767 + Penalty 3919.616602 = -14902480.304165
  nChanged 1415
		SP:Iteration 54Q (154025.560000 sec): 3 clusters
  Score: Raw -14906585.485649 + Penalty 3919.616602 = -14902665.869046
  nChanged 1542
		SP:Iteration 55Q (154026.460000 sec): 3 clusters
  Score: Raw -14906798.725275 + Penalty 3919.616602 = -14902879.108673
  nChanged 1621
		SP:Iteration 56Q (154027.450000 sec): 3 clusters
  Score: Raw -14907035.986006 + Penalty 3919.616602 = -14903116.369404
  nChanged 1741
		SP:Iteration 57Q (154028.310000 sec): 3 clusters
  Score: Raw -14907309.580779 + Penalty 3919.616602 = -14903389.964177
  nChanged 1818
		SP:Iteration 58Q (154029.270000 sec): 3 clusters
  Score: Raw -14907614.363442 + Penalty 3919.616602 = -14903694.746840
  nChanged 1913
		SP:Iteration 59Q (154030.240000 sec): 3 clusters
  Score: Raw -14907960.752288 + Penalty 3919.616602 = -14904041.135686
  nChanged 2080
		SP:Iteration 60F (154031.070000 sec): 3 clusters
  Score: Raw -14908369.598877 + Penalty 3919.616602 = -14904449.982274
  nChanged 2320
		SP:Iteration 61Q (154032.020000 sec): 3 clusters
  Score: Raw -14908883.278003 + Penalty 3919.616602 = -14904963.661401
  nChanged 2465
		SP:Iteration 62Q (154032.850000 sec): 3 clusters
  Score: Raw -14909477.043873 + Penalty 3919.616602 = -14905557.427271
  nChanged 2666
		SP:Iteration 63Q (154033.760000 sec): 3 clusters
  Score: Raw -14910195.636339 + Penalty 3919.616602 = -14906276.019737
  nChanged 2904
		SP:Iteration 64Q (154034.810000 sec): 3 clusters
  Score: Raw -14911064.618453 + Penalty 3919.616602 = -14907145.001851
  nChanged 3018
		SP:Iteration 65Q (154035.810000 sec): 3 clusters
  Score: Raw -14912023.987726 + Penalty 3919.616602 = -14908104.371124
  nChanged 3121
		SP:Iteration 66Q (154036.730000 sec): 3 clusters
  Score: Raw -14913120.001595 + Penalty 3919.616602 = -14909200.384993
  nChanged 3249
		SP:Iteration 67Q (154037.690000 sec): 3 clusters
  Score: Raw -14914358.559054 + Penalty 3919.616602 = -14910438.942452
  nChanged 3443
		SP:Iteration 68Q (154038.650000 sec): 3 clusters
  Score: Raw -14915776.375684 + Penalty 3919.616602 = -14911856.759082
  nChanged 3461
		SP:Iteration 69Q (154039.620000 sec): 3 clusters
  Score: Raw -14917313.683359 + Penalty 3919.616602 = -14913394.066757
  nChanged 3521
		SP:Iteration 70Q (154040.520000 sec): 3 clusters
  Score: Raw -14919018.057122 + Penalty 3919.616602 = -14915098.440520
  nChanged 3523
		SP:Iteration 71Q (154041.410000 sec): 3 clusters
  Score: Raw -14920871.713871 + Penalty 3919.616602 = -14916952.097269
  nChanged 3368
		SP:Iteration 72Q (154042.300000 sec): 3 clusters
  Score: Raw -14922776.470995 + Penalty 3919.616602 = -14918856.854393
  nChanged 3089
		SP:Iteration 73Q (154043.240000 sec): 3 clusters
  Score: Raw -14924581.741302 + Penalty 3919.616602 = -14920662.124700
  nChanged 2726
		SP:Iteration 74Q (154044.170000 sec): 3 clusters
  Score: Raw -14926227.885928 + Penalty 3919.616602 = -14922308.269326
  nChanged 2331
		SP:Iteration 75Q (154045.080000 sec): 3 clusters
  Score: Raw -14927702.189687 + Penalty 3919.616602 = -14923782.573085
  nChanged 1963
		SP:Iteration 76Q (154045.960000 sec): 3 clusters
  Score: Raw -14928948.790047 + Penalty 3919.616602 = -14925029.173445
  nChanged 1514
		SP:Iteration 77Q (154046.770000 sec): 3 clusters
  Score: Raw -14929876.082528 + Penalty 3919.616602 = -14925956.465926
  nChanged 1103
		SP:Iteration 78Q (154047.730000 sec): 3 clusters
  Score: Raw -14930531.093716 + Penalty 3919.616602 = -14926611.477114
  nChanged 826
		SP:Iteration 79Q (154048.600000 sec): 3 clusters
  Score: Raw -14931032.170055 + Penalty 3919.616602 = -14927112.553453
  nChanged 565
		SP:Iteration 80F (154049.540000 sec): 3 clusters
  Score: Raw -14931385.920099 + Penalty 3919.616602 = -14927466.303497
  nChanged 405
		SP:Iteration 81Q (154050.370000 sec): 3 clusters
  Score: Raw -14931631.976257 + Penalty 3919.616602 = -14927712.359655
  nChanged 265
		SP:Iteration 82Q (154051.240000 sec): 3 clusters
  Score: Raw -14931793.762267 + Penalty 3919.616602 = -14927874.145665
  nChanged 179
		SP:Iteration 83Q (154052.110000 sec): 3 clusters
  Score: Raw -14931892.257685 + Penalty 3919.616602 = -14927972.641083
  nChanged 120
		SP:Iteration 84Q (154052.800000 sec): 3 clusters
  Score: Raw -14931952.715785 + Penalty 3919.616602 = -14928033.099183
  nChanged 85
		SP:Iteration 85Q (154053.780000 sec): 3 clusters
  Score: Raw -14931994.371596 + Penalty 3919.616602 = -14928074.754994
  nChanged 61
		SP:Iteration 86Q (154054.610000 sec): 3 clusters
  Score: Raw -14932025.856113 + Penalty 3919.616602 = -14928106.239511
  nChanged 47
		SP:Iteration 87Q (154055.550000 sec): 3 clusters
  Score: Raw -14932048.179571 + Penalty 3919.616602 = -14928128.562969
  nChanged 41
		SP:Iteration 88Q (154056.370000 sec): 3 clusters
  Score: Raw -14932069.313751 + Penalty 3919.616602 = -14928149.697149
  nChanged 38
		SP:Iteration 89Q (154057.150000 sec): 3 clusters
  Score: Raw -14932087.099486 + Penalty 3919.616602 = -14928167.482884
  nChanged 26
		SP:Iteration 90Q (154058.030000 sec): 3 clusters
  Score: Raw -14932099.041293 + Penalty 3919.616602 = -14928179.424691
  nChanged 18
		SP:Iteration 91Q (154058.830000 sec): 3 clusters
  Score: Raw -14932108.197960 + Penalty 3919.616602 = -14928188.581358
  nChanged 18
		SP:Iteration 92Q (154059.650000 sec): 3 clusters
  Score: Raw -14932116.696233 + Penalty 3919.616602 = -14928197.079631
  nChanged 9
		SP:Iteration 93Q (154060.490000 sec): 3 clusters
  Score: Raw -14932120.553847 + Penalty 3919.616602 = -14928200.937245
  nChanged 9
		SP:Iteration 94Q (154061.300000 sec): 3 clusters
  Score: Raw -14932124.991431 + Penalty 3919.616602 = -14928205.374829
  nChanged 16
		SP:Iteration 95Q (154062.210000 sec): 3 clusters
  Score: Raw -14932131.700636 + Penalty 3919.616602 = -14928212.084034
  nChanged 10
		SP:Iteration 96Q (154062.990000 sec): 3 clusters
  Score: Raw -14932135.645102 + Penalty 3919.616602 = -14928216.028500
  nChanged 3
		SP:Iteration 97Q (154063.710000 sec): 3 clusters
  Score: Raw -14932136.619740 + Penalty 3919.616602 = -14928217.003138
  nChanged 3
		SP:Iteration 98Q (154064.480000 sec): 3 clusters
  Score: Raw -14932138.731338 + Penalty 3919.616602 = -14928219.114736
  nChanged 4
		SP:Iteration 99Q (154065.230000 sec): 3 clusters
  Score: Raw -14932141.235648 + Penalty 3919.616602 = -14928221.619046
  nChanged 3
		SP:Iteration 100F (154066.100000 sec): 3 clusters
  Score: Raw -14932143.312311 + Penalty 3919.616602 = -14928223.695709
  nChanged 6
		SP:Iteration 101Q (154066.880000 sec): 3 clusters
  Score: Raw -14932146.417966 + Penalty 3919.616602 = -14928226.801364
  nChanged 8
		SP:Iteration 102Q (154067.650000 sec): 3 clusters
  Score: Raw -14932150.614074 + Penalty 3919.616602 = -14928230.997472
  nChanged 7
		SP:Iteration 103Q (154068.460000 sec): 3 clusters
  Score: Raw -14932156.200895 + Penalty 3919.616602 = -14928236.584293
  nChanged 8
		SP:Iteration 104Q (154069.360000 sec): 3 clusters
  Score: Raw -14932161.831920 + Penalty 3919.616602 = -14928242.215317
  nChanged 13
		SP:Iteration 105Q (154070.250000 sec): 3 clusters
  Score: Raw -14932169.235665 + Penalty 3919.616602 = -14928249.619063
  nChanged 11
		SP:Iteration 106Q (154071.050000 sec): 3 clusters
  Score: Raw -14932173.485757 + Penalty 3919.616602 = -14928253.869155
  nChanged 7
		SP:Iteration 107Q (154071.820000 sec): 3 clusters
  Score: Raw -14932176.324302 + Penalty 3919.616602 = -14928256.707700
  nChanged 10
		SP:Iteration 108Q (154072.790000 sec): 3 clusters
  Score: Raw -14932180.834702 + Penalty 3919.616602 = -14928261.218100
  nChanged 15
		SP:Iteration 109Q (154073.810000 sec): 3 clusters
  Score: Raw -14932187.057318 + Penalty 3919.616602 = -14928267.440716
  nChanged 8
		SP:Iteration 110Q (154074.570000 sec): 3 clusters
  Score: Raw -14932190.644874 + Penalty 3919.616602 = -14928271.028272
  nChanged 5
		SP:Iteration 111Q (154075.480000 sec): 3 clusters
  Score: Raw -14932191.900871 + Penalty 3919.616602 = -14928272.284268
  nChanged 3
		SP:Iteration 112Q (154076.360000 sec): 3 clusters
  Score: Raw -14932192.635703 + Penalty 3919.616602 = -14928273.019101
  nChanged 2
		SP:Iteration 113Q (154077.190000 sec): 3 clusters
  Score: Raw -14932193.799994 + Penalty 3919.616602 = -14928274.183392
  nChanged 2
		SP:Iteration 114Q (154078.000000 sec): 3 clusters
  Score: Raw -14932194.544551 + Penalty 3919.616602 = -14928274.927949
  nChanged 1
		SP:Iteration 115Q (154078.860000 sec): 3 clusters
  Score: Raw -14932194.847077 + Penalty 3919.616602 = -14928275.230475
  nChanged 2
		SP:Iteration 116Q (154079.670000 sec): 3 clusters
  Score: Raw -14932195.871932 + Penalty 3919.616602 = -14928276.255330
  nChanged 4
		SP:Iteration 117Q (154080.520000 sec): 3 clusters
  Score: Raw -14932197.994249 + Penalty 3919.616602 = -14928278.377647
  nChanged 2
		SP:Iteration 118Q (154081.270000 sec): 3 clusters
  Score: Raw -14932199.059893 + Penalty 3919.616602 = -14928279.443291
  nChanged 3
		SP:Iteration 119Q (154082.060000 sec): 3 clusters
  Score: Raw -14932201.097756 + Penalty 3919.616602 = -14928281.481154
  nChanged 3
		SP:Iteration 120F (154082.980000 sec): 3 clusters
  Score: Raw -14932203.376873 + Penalty 3919.616602 = -14928283.760271
  nChanged 5
		SP:Iteration 121Q (154083.820000 sec): 3 clusters
  Score: Raw -14932205.050224 + Penalty 3919.616602 = -14928285.433622
  nChanged 5
		SP:Iteration 122Q (154084.820000 sec): 3 clusters
  Score: Raw -14932207.252572 + Penalty 3919.616602 = -14928287.635970
  nChanged 2
		SP:Iteration 123Q (154085.600000 sec): 3 clusters
  Score: Raw -14932208.115531 + Penalty 3919.616602 = -14928288.498929
  nChanged 3
		SP:Iteration 124Q (154086.470000 sec): 3 clusters
  Score: Raw -14932209.881747 + Penalty 3919.616602 = -14928290.265145
  nChanged 4
		SP:Iteration 125Q (154087.240000 sec): 3 clusters
  Score: Raw -14932212.086716 + Penalty 3919.616602 = -14928292.470114
  nChanged 3
		SP:Iteration 126Q (154088.070000 sec): 3 clusters
  Score: Raw -14932213.503192 + Penalty 3919.616602 = -14928293.886590
  nChanged 2
		SP:Iteration 127Q (154088.880000 sec): 3 clusters
  Score: Raw -14932214.620390 + Penalty 3919.616602 = -14928295.003788
  nChanged 0
		SP:Iteration 128F (154089.780000 sec): 3 clusters
  Score: Raw -14932214.620390 + Penalty 3919.616602 = -14928295.003788
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 20 (15527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154089.950000 sec): 2 clusters
  Score: Raw -1335339.584463 + Penalty 1568.179555 = -1333771.404908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154090.190000 sec): 3 clusters
  Score: Raw -1326265.678554 + Penalty 3136.359110 = -1323129.319444
  nChanged 6834
		SP:Iteration 1F (154090.460000 sec): 3 clusters
  Score: Raw -1330106.702119 + Penalty 3136.359110 = -1326970.343009
  nChanged 1030
		SP:Iteration 2F (154090.670000 sec): 3 clusters
  Score: Raw -1330652.467070 + Penalty 3136.359110 = -1327516.107960
  nChanged 1059
		SP:Iteration 3F (154090.920000 sec): 3 clusters
  Score: Raw -1331288.524516 + Penalty 3136.359110 = -1328152.165406
  nChanged 1105
		SP:Iteration 4F (154091.130000 sec): 3 clusters
  Score: Raw -1332051.398975 + Penalty 3136.359110 = -1328915.039865
  nChanged 1062
		SP:Iteration 5F (154091.380000 sec): 3 clusters
  Score: Raw -1332861.034610 + Penalty 3136.359110 = -1329724.675500
  nChanged 964
		SP:Iteration 6F (154091.610000 sec): 3 clusters
  Score: Raw -1333625.354215 + Penalty 3136.359110 = -1330488.995105
  nChanged 797
		SP:Iteration 7F (154091.840000 sec): 3 clusters
  Score: Raw -1334259.746870 + Penalty 3136.359110 = -1331123.387760
  nChanged 573
		SP:Iteration 8Q (154092.030000 sec): 3 clusters
  Score: Raw -1334725.025469 + Penalty 3136.359110 = -1331588.666359
  nChanged 403
		SP:Iteration 9Q (154092.250000 sec): 3 clusters
  Score: Raw -1335040.860708 + Penalty 3136.359110 = -1331904.501598
  nChanged 270
		SP:Iteration 10Q (154092.490000 sec): 3 clusters
  Score: Raw -1335245.643563 + Penalty 3136.359110 = -1332109.284453
  nChanged 181
		SP:Iteration 11Q (154092.760000 sec): 3 clusters
  Score: Raw -1335379.407319 + Penalty 3136.359110 = -1332243.048209
  nChanged 102
		SP:Iteration 12Q (154092.970000 sec): 3 clusters
  Score: Raw -1335451.530422 + Penalty 3136.359110 = -1332315.171312
  nChanged 65
		SP:Iteration 13Q (154093.190000 sec): 3 clusters
  Score: Raw -1335496.413143 + Penalty 3136.359110 = -1332360.054034
  nChanged 54
		SP:Iteration 14Q (154093.460000 sec): 3 clusters
  Score: Raw -1335534.683742 + Penalty 3136.359110 = -1332398.324632
  nChanged 33
		SP:Iteration 15Q (154093.650000 sec): 3 clusters
  Score: Raw -1335562.073584 + Penalty 3136.359110 = -1332425.714474
  nChanged 23
		SP:Iteration 16Q (154093.870000 sec): 3 clusters
  Score: Raw -1335578.648636 + Penalty 3136.359110 = -1332442.289526
  nChanged 12
		SP:Iteration 17Q (154094.130000 sec): 3 clusters
  Score: Raw -1335587.337165 + Penalty 3136.359110 = -1332450.978055
  nChanged 12
		SP:Iteration 18Q (154094.320000 sec): 3 clusters
  Score: Raw -1335595.618674 + Penalty 3136.359110 = -1332459.259564
  nChanged 13
		SP:Iteration 19Q (154094.570000 sec): 3 clusters
  Score: Raw -1335603.198800 + Penalty 3136.359110 = -1332466.839690
  nChanged 12
		SP:Iteration 20F (154094.770000 sec): 3 clusters
  Score: Raw -1335609.767607 + Penalty 3136.359110 = -1332473.408497
  nChanged 10
		SP:Iteration 21Q (154095.010000 sec): 3 clusters
  Score: Raw -1335616.162322 + Penalty 3136.359110 = -1332479.803212
  nChanged 12
		SP:Iteration 22Q (154095.230000 sec): 3 clusters
  Score: Raw -1335626.165655 + Penalty 3136.359110 = -1332489.806545
  nChanged 12
		SP:Iteration 23Q (154095.450000 sec): 3 clusters
  Score: Raw -1335634.927668 + Penalty 3136.359110 = -1332498.568558
  nChanged 14
		SP:Iteration 24Q (154095.710000 sec): 3 clusters
  Score: Raw -1335644.033520 + Penalty 3136.359110 = -1332507.674411
  nChanged 10
		SP:Iteration 25Q (154095.940000 sec): 3 clusters
  Score: Raw -1335654.366904 + Penalty 3136.359110 = -1332518.007794
  nChanged 10
		SP:Iteration 26Q (154096.170000 sec): 3 clusters
  Score: Raw -1335662.569427 + Penalty 3136.359110 = -1332526.210318
  nChanged 8
		SP:Iteration 27Q (154096.410000 sec): 3 clusters
  Score: Raw -1335666.850007 + Penalty 3136.359110 = -1332530.490897
  nChanged 7
		SP:Iteration 28Q (154096.650000 sec): 3 clusters
  Score: Raw -1335670.521626 + Penalty 3136.359110 = -1332534.162516
  nChanged 5
		SP:Iteration 29Q (154096.860000 sec): 3 clusters
  Score: Raw -1335673.420553 + Penalty 3136.359110 = -1332537.061443
  nChanged 2
		SP:Iteration 30Q (154097.110000 sec): 3 clusters
  Score: Raw -1335674.345930 + Penalty 3136.359110 = -1332537.986820
  nChanged 4
		SP:Iteration 31Q (154097.320000 sec): 3 clusters
  Score: Raw -1335676.280053 + Penalty 3136.359110 = -1332539.920943
  nChanged 2
		SP:Iteration 32Q (154097.560000 sec): 3 clusters
  Score: Raw -1335677.846088 + Penalty 3136.359110 = -1332541.486978
  nChanged 3
		SP:Iteration 33Q (154097.780000 sec): 3 clusters
  Score: Raw -1335679.590527 + Penalty 3136.359110 = -1332543.231417
  nChanged 4
		SP:Iteration 34Q (154098.010000 sec): 3 clusters
  Score: Raw -1335683.091818 + Penalty 3136.359110 = -1332546.732708
  nChanged 3
		SP:Iteration 35Q (154098.250000 sec): 3 clusters
  Score: Raw -1335684.428715 + Penalty 3136.359110 = -1332548.069605
  nChanged 2
		SP:Iteration 36Q (154098.460000 sec): 3 clusters
  Score: Raw -1335685.093990 + Penalty 3136.359110 = -1332548.734880
  nChanged 2
		SP:Iteration 37Q (154098.650000 sec): 3 clusters
  Score: Raw -1335686.903992 + Penalty 3136.359110 = -1332550.544882
  nChanged 3
		SP:Iteration 38Q (154098.910000 sec): 3 clusters
  Score: Raw -1335688.956864 + Penalty 3136.359110 = -1332552.597754
  nChanged 2
		SP:Iteration 39Q (154099.170000 sec): 3 clusters
  Score: Raw -1335689.759465 + Penalty 3136.359110 = -1332553.400355
  nChanged 2
		SP:Iteration 40F (154099.410000 sec): 3 clusters
  Score: Raw -1335691.296077 + Penalty 3136.359110 = -1332554.936967
  nChanged 5
		SP:Iteration 41Q (154099.640000 sec): 3 clusters
  Score: Raw -1335694.580945 + Penalty 3136.359110 = -1332558.221835
  nChanged 4
		SP:Iteration 42Q (154099.870000 sec): 3 clusters
  Score: Raw -1335697.782622 + Penalty 3136.359110 = -1332561.423512
  nChanged 5
		SP:Iteration 43Q (154100.130000 sec): 3 clusters
  Score: Raw -1335700.851699 + Penalty 3136.359110 = -1332564.492589
  nChanged 5
		SP:Iteration 44Q (154100.360000 sec): 3 clusters
  Score: Raw -1335704.204410 + Penalty 3136.359110 = -1332567.845300
  nChanged 6
		SP:Iteration 45Q (154100.590000 sec): 3 clusters
  Score: Raw -1335707.614789 + Penalty 3136.359110 = -1332571.255679
  nChanged 2
		SP:Iteration 46Q (154100.830000 sec): 3 clusters
  Score: Raw -1335708.303167 + Penalty 3136.359110 = -1332571.944057
  nChanged 1
		SP:Iteration 47Q (154101.080000 sec): 3 clusters
  Score: Raw -1335708.729411 + Penalty 3136.359110 = -1332572.370301
  nChanged 1
		SP:Iteration 48Q (154101.290000 sec): 3 clusters
  Score: Raw -1335709.506239 + Penalty 3136.359110 = -1332573.147129
  nChanged 0
		SP:Iteration 49F (154101.500000 sec): 3 clusters
  Score: Raw -1335709.506239 + Penalty 3136.359110 = -1332573.147129
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 21 (4188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154101.610000 sec): 2 clusters
  Score: Raw -357416.143160 + Penalty 1355.246518 = -356060.896642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154101.810000 sec): 3 clusters
  Score: Raw -355334.400099 + Penalty 2710.493036 = -352623.907063
  nChanged 1648
		SP:Iteration 1F (154101.970000 sec): 3 clusters
  Score: Raw -356207.683782 + Penalty 2710.493036 = -353497.190746
  nChanged 302
		SP:Iteration 2F (154102.160000 sec): 3 clusters
  Score: Raw -356365.713897 + Penalty 2710.493036 = -353655.220861
  nChanged 216
		SP:Iteration 3F (154102.330000 sec): 3 clusters
  Score: Raw -356467.566835 + Penalty 2710.493036 = -353757.073799
  nChanged 156
		SP:Iteration 4Q (154102.510000 sec): 3 clusters
  Score: Raw -356535.411732 + Penalty 2710.493036 = -353824.918696
  nChanged 124
		SP:Iteration 5Q (154102.670000 sec): 3 clusters
  Score: Raw -356592.561314 + Penalty 2710.493036 = -353882.068278
  nChanged 108
		SP:Iteration 6Q (154102.870000 sec): 3 clusters
  Score: Raw -356638.954680 + Penalty 2710.493036 = -353928.461644
  nChanged 98
		SP:Iteration 7Q (154103.090000 sec): 3 clusters
  Score: Raw -356687.950440 + Penalty 2710.493036 = -353977.457404
  nChanged 94
		SP:Iteration 8Q (154103.250000 sec): 3 clusters
  Score: Raw -356724.596316 + Penalty 2710.493036 = -354014.103281
  nChanged 90
		SP:Iteration 9Q (154103.430000 sec): 3 clusters
  Score: Raw -356759.794686 + Penalty 2710.493036 = -354049.301650
  nChanged 77
		SP:Iteration 10Q (154103.610000 sec): 3 clusters
  Score: Raw -356796.654398 + Penalty 2710.493036 = -354086.161362
  nChanged 91
		SP:Iteration 11Q (154103.760000 sec): 3 clusters
  Score: Raw -356834.340700 + Penalty 2710.493036 = -354123.847665
  nChanged 89
		SP:Iteration 12Q (154103.930000 sec): 3 clusters
  Score: Raw -356871.656863 + Penalty 2710.493036 = -354161.163827
  nChanged 66
		SP:Iteration 13Q (154104.130000 sec): 3 clusters
  Score: Raw -356898.839939 + Penalty 2710.493036 = -354188.346903
  nChanged 68
		SP:Iteration 14Q (154104.330000 sec): 3 clusters
  Score: Raw -356924.031662 + Penalty 2710.493036 = -354213.538626
  nChanged 56
		SP:Iteration 15Q (154104.460000 sec): 3 clusters
  Score: Raw -356944.286055 + Penalty 2710.493036 = -354233.793019
  nChanged 57
		SP:Iteration 16Q (154104.650000 sec): 3 clusters
  Score: Raw -356966.760408 + Penalty 2710.493036 = -354256.267373
  nChanged 50
		SP:Iteration 17Q (154104.820000 sec): 3 clusters
  Score: Raw -356988.003146 + Penalty 2710.493036 = -354277.510110
  nChanged 51
		SP:Iteration 18Q (154104.990000 sec): 3 clusters
  Score: Raw -357007.708867 + Penalty 2710.493036 = -354297.215831
  nChanged 55
		SP:Iteration 19Q (154105.190000 sec): 3 clusters
  Score: Raw -357033.645922 + Penalty 2710.493036 = -354323.152887
  nChanged 59
		SP:Iteration 20F (154105.370000 sec): 3 clusters
  Score: Raw -357058.841705 + Penalty 2710.493036 = -354348.348669
  nChanged 53
		SP:Iteration 21Q (154105.570000 sec): 3 clusters
  Score: Raw -357079.410383 + Penalty 2710.493036 = -354368.917347
  nChanged 36
		SP:Iteration 22Q (154105.760000 sec): 3 clusters
  Score: Raw -357093.110745 + Penalty 2710.493036 = -354382.617709
  nChanged 34
		SP:Iteration 23Q (154105.950000 sec): 3 clusters
  Score: Raw -357103.696157 + Penalty 2710.493036 = -354393.203121
  nChanged 31
		SP:Iteration 24Q (154106.180000 sec): 3 clusters
  Score: Raw -357114.834787 + Penalty 2710.493036 = -354404.341751
  nChanged 32
		SP:Iteration 25Q (154106.300000 sec): 3 clusters
  Score: Raw -357128.017243 + Penalty 2710.493036 = -354417.524207
  nChanged 24
		SP:Iteration 26Q (154106.520000 sec): 3 clusters
  Score: Raw -357138.808823 + Penalty 2710.493036 = -354428.315787
  nChanged 30
		SP:Iteration 27Q (154106.700000 sec): 3 clusters
  Score: Raw -357152.484855 + Penalty 2710.493036 = -354441.991819
  nChanged 35
		SP:Iteration 28Q (154106.890000 sec): 3 clusters
  Score: Raw -357167.407874 + Penalty 2710.493036 = -354456.914838
  nChanged 33
		SP:Iteration 29Q (154107.080000 sec): 3 clusters
  Score: Raw -357180.542690 + Penalty 2710.493036 = -354470.049654
  nChanged 40
		SP:Iteration 30Q (154107.220000 sec): 3 clusters
  Score: Raw -357194.713904 + Penalty 2710.493036 = -354484.220868
  nChanged 40
		SP:Iteration 31Q (154107.410000 sec): 3 clusters
  Score: Raw -357209.275238 + Penalty 2710.493036 = -354498.782202
  nChanged 30
		SP:Iteration 32Q (154107.610000 sec): 3 clusters
  Score: Raw -357218.741329 + Penalty 2710.493036 = -354508.248293
  nChanged 25
		SP:Iteration 33Q (154107.790000 sec): 3 clusters
  Score: Raw -357226.025846 + Penalty 2710.493036 = -354515.532810
  nChanged 20
		SP:Iteration 34Q (154107.970000 sec): 3 clusters
  Score: Raw -357232.967980 + Penalty 2710.493036 = -354522.474944
  nChanged 23
		SP:Iteration 35Q (154108.150000 sec): 3 clusters
  Score: Raw -357242.936101 + Penalty 2710.493036 = -354532.443065
  nChanged 19
		SP:Iteration 36Q (154108.330000 sec): 3 clusters
  Score: Raw -357248.302116 + Penalty 2710.493036 = -354537.809080
  nChanged 19
		SP:Iteration 37Q (154108.540000 sec): 3 clusters
  Score: Raw -357254.334169 + Penalty 2710.493036 = -354543.841134
  nChanged 19
		SP:Iteration 38Q (154108.750000 sec): 3 clusters
  Score: Raw -357258.858836 + Penalty 2710.493036 = -354548.365800
  nChanged 9
		SP:Iteration 39Q (154108.910000 sec): 3 clusters
  Score: Raw -357260.752514 + Penalty 2710.493036 = -354550.259478
  nChanged 8
		SP:Iteration 40F (154109.070000 sec): 3 clusters
  Score: Raw -357262.674311 + Penalty 2710.493036 = -354552.181275
  nChanged 14
		SP:Iteration 41Q (154109.250000 sec): 3 clusters
  Score: Raw -357265.741489 + Penalty 2710.493036 = -354555.248453
  nChanged 4
		SP:Iteration 42Q (154109.440000 sec): 3 clusters
  Score: Raw -357266.733311 + Penalty 2710.493036 = -354556.240275
  nChanged 6
		SP:Iteration 43Q (154109.670000 sec): 3 clusters
  Score: Raw -357268.081592 + Penalty 2710.493036 = -354557.588556
  nChanged 3
		SP:Iteration 44Q (154109.820000 sec): 3 clusters
  Score: Raw -357268.751915 + Penalty 2710.493036 = -354558.258879
  nChanged 2
		SP:Iteration 45Q (154110.020000 sec): 3 clusters
  Score: Raw -357269.062953 + Penalty 2710.493036 = -354558.569917
  nChanged 4
		SP:Iteration 46Q (154110.230000 sec): 3 clusters
  Score: Raw -357269.978119 + Penalty 2710.493036 = -354559.485083
  nChanged 5
		SP:Iteration 47Q (154110.390000 sec): 3 clusters
  Score: Raw -357270.851812 + Penalty 2710.493036 = -354560.358777
  nChanged 4
		SP:Iteration 48Q (154110.570000 sec): 3 clusters
  Score: Raw -357271.637105 + Penalty 2710.493036 = -354561.144069
  nChanged 2
		SP:Iteration 49Q (154110.770000 sec): 3 clusters
  Score: Raw -357272.064315 + Penalty 2710.493036 = -354561.571279
  nChanged 1
		SP:Iteration 50Q (154110.990000 sec): 3 clusters
  Score: Raw -357272.186281 + Penalty 2710.493036 = -354561.693245
  nChanged 0
		SP:Iteration 51F (154111.150000 sec): 3 clusters
  Score: Raw -357272.186281 + Penalty 2710.493036 = -354561.693245
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 22 (14476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154111.280000 sec): 2 clusters
  Score: Raw -1253950.931268 + Penalty 1556.790200 = -1252394.141068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154111.520000 sec): 3 clusters
  Score: Raw -1245379.746476 + Penalty 3113.580400 = -1242266.166076
  nChanged 6457
		SP:Iteration 1F (154111.750000 sec): 3 clusters
  Score: Raw -1249088.133370 + Penalty 3113.580400 = -1245974.552970
  nChanged 811
		SP:Iteration 2F (154112.000000 sec): 3 clusters
  Score: Raw -1249444.495863 + Penalty 3113.580400 = -1246330.915463
  nChanged 788
		SP:Iteration 3F (154112.210000 sec): 3 clusters
  Score: Raw -1249850.450107 + Penalty 3113.580400 = -1246736.869707
  nChanged 797
		SP:Iteration 4F (154112.470000 sec): 3 clusters
  Score: Raw -1250334.369383 + Penalty 3113.580400 = -1247220.788983
  nChanged 885
		SP:Iteration 5F (154112.700000 sec): 3 clusters
  Score: Raw -1250955.631660 + Penalty 3113.580400 = -1247842.051260
  nChanged 881
		SP:Iteration 6F (154112.890000 sec): 3 clusters
  Score: Raw -1251564.764821 + Penalty 3113.580400 = -1248451.184421
  nChanged 858
		SP:Iteration 7F (154113.110000 sec): 3 clusters
  Score: Raw -1252112.828864 + Penalty 3113.580400 = -1248999.248464
  nChanged 713
		SP:Iteration 8Q (154113.380000 sec): 3 clusters
  Score: Raw -1252520.394679 + Penalty 3113.580400 = -1249406.814279
  nChanged 555
		SP:Iteration 9Q (154113.590000 sec): 3 clusters
  Score: Raw -1252791.208733 + Penalty 3113.580400 = -1249677.628333
  nChanged 420
		SP:Iteration 10Q (154113.840000 sec): 3 clusters
  Score: Raw -1252966.176572 + Penalty 3113.580400 = -1249852.596172
  nChanged 333
		SP:Iteration 11Q (154114.050000 sec): 3 clusters
  Score: Raw -1253095.521599 + Penalty 3113.580400 = -1249981.941199
  nChanged 287
		SP:Iteration 12Q (154114.340000 sec): 3 clusters
  Score: Raw -1253200.493899 + Penalty 3113.580400 = -1250086.913499
  nChanged 247
		SP:Iteration 13Q (154114.560000 sec): 3 clusters
  Score: Raw -1253273.664561 + Penalty 3113.580400 = -1250160.084161
  nChanged 198
		SP:Iteration 14Q (154114.760000 sec): 3 clusters
  Score: Raw -1253320.467227 + Penalty 3113.580400 = -1250206.886827
  nChanged 136
		SP:Iteration 15Q (154115.040000 sec): 3 clusters
  Score: Raw -1253347.378245 + Penalty 3113.580400 = -1250233.797845
  nChanged 121
		SP:Iteration 16Q (154115.270000 sec): 3 clusters
  Score: Raw -1253369.750094 + Penalty 3113.580400 = -1250256.169694
  nChanged 88
		SP:Iteration 17Q (154115.580000 sec): 3 clusters
  Score: Raw -1253383.425312 + Penalty 3113.580400 = -1250269.844912
  nChanged 74
		SP:Iteration 18Q (154115.820000 sec): 3 clusters
  Score: Raw -1253394.128376 + Penalty 3113.580400 = -1250280.547976
  nChanged 52
		SP:Iteration 19Q (154116.090000 sec): 3 clusters
  Score: Raw -1253401.481639 + Penalty 3113.580400 = -1250287.901239
  nChanged 39
		SP:Iteration 20F (154116.250000 sec): 3 clusters
  Score: Raw -1253406.176378 + Penalty 3113.580400 = -1250292.595978
  nChanged 35
		SP:Iteration 21Q (154116.530000 sec): 3 clusters
  Score: Raw -1253410.315077 + Penalty 3113.580400 = -1250296.734677
  nChanged 29
		SP:Iteration 22Q (154116.710000 sec): 3 clusters
  Score: Raw -1253413.996145 + Penalty 3113.580400 = -1250300.415745
  nChanged 26
		SP:Iteration 23Q (154116.980000 sec): 3 clusters
  Score: Raw -1253417.976617 + Penalty 3113.580400 = -1250304.396216
  nChanged 33
		SP:Iteration 24Q (154117.200000 sec): 3 clusters
  Score: Raw -1253422.469974 + Penalty 3113.580400 = -1250308.889573
  nChanged 28
		SP:Iteration 25Q (154117.430000 sec): 3 clusters
  Score: Raw -1253425.744376 + Penalty 3113.580400 = -1250312.163976
  nChanged 24
		SP:Iteration 26Q (154117.650000 sec): 3 clusters
  Score: Raw -1253428.677212 + Penalty 3113.580400 = -1250315.096812
  nChanged 20
		SP:Iteration 27Q (154117.910000 sec): 3 clusters
  Score: Raw -1253430.553183 + Penalty 3113.580400 = -1250316.972783
  nChanged 17
		SP:Iteration 28Q (154118.140000 sec): 3 clusters
  Score: Raw -1253432.314470 + Penalty 3113.580400 = -1250318.734070
  nChanged 19
		SP:Iteration 29Q (154118.420000 sec): 3 clusters
  Score: Raw -1253434.643159 + Penalty 3113.580400 = -1250321.062758
  nChanged 21
		SP:Iteration 30Q (154118.630000 sec): 3 clusters
  Score: Raw -1253436.417971 + Penalty 3113.580400 = -1250322.837571
  nChanged 12
		SP:Iteration 31Q (154118.890000 sec): 3 clusters
  Score: Raw -1253437.397612 + Penalty 3113.580400 = -1250323.817212
  nChanged 8
		SP:Iteration 32Q (154119.090000 sec): 3 clusters
  Score: Raw -1253437.853696 + Penalty 3113.580400 = -1250324.273296
  nChanged 5
		SP:Iteration 33Q (154119.310000 sec): 3 clusters
  Score: Raw -1253438.322527 + Penalty 3113.580400 = -1250324.742127
  nChanged 10
		SP:Iteration 34Q (154119.550000 sec): 3 clusters
  Score: Raw -1253439.005724 + Penalty 3113.580400 = -1250325.425324
  nChanged 9
		SP:Iteration 35Q (154119.790000 sec): 3 clusters
  Score: Raw -1253439.529984 + Penalty 3113.580400 = -1250325.949584
  nChanged 7
		SP:Iteration 36Q (154119.970000 sec): 3 clusters
  Score: Raw -1253440.035083 + Penalty 3113.580400 = -1250326.454683
  nChanged 4
		SP:Iteration 37Q (154120.210000 sec): 3 clusters
  Score: Raw -1253440.483958 + Penalty 3113.580400 = -1250326.903558
  nChanged 7
		SP:Iteration 38Q (154120.440000 sec): 3 clusters
  Score: Raw -1253441.188795 + Penalty 3113.580400 = -1250327.608395
  nChanged 10
		SP:Iteration 39Q (154120.690000 sec): 3 clusters
  Score: Raw -1253442.303613 + Penalty 3113.580400 = -1250328.723213
  nChanged 16
		SP:Iteration 40F (154120.850000 sec): 3 clusters
  Score: Raw -1253444.407348 + Penalty 3113.580400 = -1250330.826948
  nChanged 21
		SP:Iteration 41Q (154121.130000 sec): 3 clusters
  Score: Raw -1253446.827488 + Penalty 3113.580400 = -1250333.247087
  nChanged 25
		SP:Iteration 42Q (154121.330000 sec): 3 clusters
  Score: Raw -1253449.700585 + Penalty 3113.580400 = -1250336.120185
  nChanged 29
		SP:Iteration 43Q (154121.590000 sec): 3 clusters
  Score: Raw -1253452.184819 + Penalty 3113.580400 = -1250338.604419
  nChanged 24
		SP:Iteration 44Q (154121.840000 sec): 3 clusters
  Score: Raw -1253454.491562 + Penalty 3113.580400 = -1250340.911162
  nChanged 21
		SP:Iteration 45Q (154122.070000 sec): 3 clusters
  Score: Raw -1253456.757796 + Penalty 3113.580400 = -1250343.177396
  nChanged 23
		SP:Iteration 46Q (154122.280000 sec): 3 clusters
  Score: Raw -1253459.535683 + Penalty 3113.580400 = -1250345.955283
  nChanged 26
		SP:Iteration 47Q (154122.520000 sec): 3 clusters
  Score: Raw -1253463.104305 + Penalty 3113.580400 = -1250349.523905
  nChanged 35
		SP:Iteration 48Q (154122.790000 sec): 3 clusters
  Score: Raw -1253467.194080 + Penalty 3113.580400 = -1250353.613680
  nChanged 28
		SP:Iteration 49Q (154123.040000 sec): 3 clusters
  Score: Raw -1253470.645226 + Penalty 3113.580400 = -1250357.064826
  nChanged 27
		SP:Iteration 50Q (154123.270000 sec): 3 clusters
  Score: Raw -1253474.826111 + Penalty 3113.580400 = -1250361.245711
  nChanged 27
		SP:Iteration 51Q (154123.540000 sec): 3 clusters
  Score: Raw -1253478.587646 + Penalty 3113.580400 = -1250365.007246
  nChanged 25
		SP:Iteration 52Q (154123.770000 sec): 3 clusters
  Score: Raw -1253482.382967 + Penalty 3113.580400 = -1250368.802567
  nChanged 38
		SP:Iteration 53Q (154123.970000 sec): 3 clusters
  Score: Raw -1253487.915255 + Penalty 3113.580400 = -1250374.334855
  nChanged 37
		SP:Iteration 54Q (154124.210000 sec): 3 clusters
  Score: Raw -1253494.582643 + Penalty 3113.580400 = -1250381.002243
  nChanged 53
		SP:Iteration 55Q (154124.450000 sec): 3 clusters
  Score: Raw -1253503.575663 + Penalty 3113.580400 = -1250389.995263
  nChanged 54
		SP:Iteration 56Q (154124.700000 sec): 3 clusters
  Score: Raw -1253513.112233 + Penalty 3113.580400 = -1250399.531833
  nChanged 47
		SP:Iteration 57Q (154124.900000 sec): 3 clusters
  Score: Raw -1253522.302730 + Penalty 3113.580400 = -1250408.722330
  nChanged 52
		SP:Iteration 58Q (154125.100000 sec): 3 clusters
  Score: Raw -1253531.406664 + Penalty 3113.580400 = -1250417.826264
  nChanged 52
		SP:Iteration 59Q (154125.350000 sec): 3 clusters
  Score: Raw -1253539.026891 + Penalty 3113.580400 = -1250425.446491
  nChanged 48
		SP:Iteration 60F (154125.570000 sec): 3 clusters
  Score: Raw -1253547.784465 + Penalty 3113.580400 = -1250434.204065
  nChanged 40
		SP:Iteration 61Q (154125.810000 sec): 3 clusters
  Score: Raw -1253554.484234 + Penalty 3113.580400 = -1250440.903834
  nChanged 43
		SP:Iteration 62Q (154126.050000 sec): 3 clusters
  Score: Raw -1253560.299230 + Penalty 3113.580400 = -1250446.718830
  nChanged 36
		SP:Iteration 63Q (154126.280000 sec): 3 clusters
  Score: Raw -1253565.314524 + Penalty 3113.580400 = -1250451.734124
  nChanged 41
		SP:Iteration 64Q (154126.530000 sec): 3 clusters
  Score: Raw -1253571.850848 + Penalty 3113.580400 = -1250458.270448
  nChanged 42
		SP:Iteration 65Q (154126.760000 sec): 3 clusters
  Score: Raw -1253579.302635 + Penalty 3113.580400 = -1250465.722235
  nChanged 50
		SP:Iteration 66Q (154126.990000 sec): 3 clusters
  Score: Raw -1253587.735983 + Penalty 3113.580400 = -1250474.155583
  nChanged 45
		SP:Iteration 67Q (154127.230000 sec): 3 clusters
  Score: Raw -1253593.739604 + Penalty 3113.580400 = -1250480.159204
  nChanged 40
		SP:Iteration 68Q (154127.480000 sec): 3 clusters
  Score: Raw -1253598.686304 + Penalty 3113.580400 = -1250485.105904
  nChanged 43
		SP:Iteration 69Q (154127.680000 sec): 3 clusters
  Score: Raw -1253605.059813 + Penalty 3113.580400 = -1250491.479413
  nChanged 41
		SP:Iteration 70Q (154127.940000 sec): 3 clusters
  Score: Raw -1253611.361025 + Penalty 3113.580400 = -1250497.780625
  nChanged 45
		SP:Iteration 71Q (154128.180000 sec): 3 clusters
  Score: Raw -1253619.697379 + Penalty 3113.580400 = -1250506.116979
  nChanged 52
		SP:Iteration 72Q (154128.350000 sec): 3 clusters
  Score: Raw -1253627.844401 + Penalty 3113.580400 = -1250514.264001
  nChanged 43
		SP:Iteration 73Q (154128.630000 sec): 3 clusters
  Score: Raw -1253634.472617 + Penalty 3113.580400 = -1250520.892217
  nChanged 39
		SP:Iteration 74Q (154128.870000 sec): 3 clusters
  Score: Raw -1253641.475743 + Penalty 3113.580400 = -1250527.895343
  nChanged 39
		SP:Iteration 75Q (154129.080000 sec): 3 clusters
  Score: Raw -1253647.375394 + Penalty 3113.580400 = -1250533.794994
  nChanged 41
		SP:Iteration 76Q (154129.330000 sec): 3 clusters
  Score: Raw -1253653.805143 + Penalty 3113.580400 = -1250540.224743
  nChanged 50
		SP:Iteration 77Q (154129.570000 sec): 3 clusters
  Score: Raw -1253662.439840 + Penalty 3113.580400 = -1250548.859440
  nChanged 55
		SP:Iteration 78Q (154129.790000 sec): 3 clusters
  Score: Raw -1253672.817303 + Penalty 3113.580400 = -1250559.236903
  nChanged 61
		SP:Iteration 79Q (154130.050000 sec): 3 clusters
  Score: Raw -1253683.803453 + Penalty 3113.580400 = -1250570.223053
  nChanged 57
		SP:Iteration 80F (154130.250000 sec): 3 clusters
  Score: Raw -1253693.921143 + Penalty 3113.580400 = -1250580.340743
  nChanged 58
		SP:Iteration 81Q (154130.520000 sec): 3 clusters
  Score: Raw -1253705.707784 + Penalty 3113.580400 = -1250592.127384
  nChanged 66
		SP:Iteration 82Q (154130.750000 sec): 3 clusters
  Score: Raw -1253716.583035 + Penalty 3113.580400 = -1250603.002635
  nChanged 66
		SP:Iteration 83Q (154130.970000 sec): 3 clusters
  Score: Raw -1253728.254067 + Penalty 3113.580400 = -1250614.673667
  nChanged 55
		SP:Iteration 84Q (154131.200000 sec): 3 clusters
  Score: Raw -1253737.118942 + Penalty 3113.580400 = -1250623.538542
  nChanged 53
		SP:Iteration 85Q (154131.440000 sec): 3 clusters
  Score: Raw -1253745.678650 + Penalty 3113.580400 = -1250632.098250
  nChanged 50
		SP:Iteration 86Q (154131.660000 sec): 3 clusters
  Score: Raw -1253755.125285 + Penalty 3113.580400 = -1250641.544885
  nChanged 51
		SP:Iteration 87Q (154131.900000 sec): 3 clusters
  Score: Raw -1253765.490808 + Penalty 3113.580400 = -1250651.910408
  nChanged 57
		SP:Iteration 88Q (154132.150000 sec): 3 clusters
  Score: Raw -1253775.812126 + Penalty 3113.580400 = -1250662.231726
  nChanged 58
		SP:Iteration 89Q (154132.370000 sec): 3 clusters
  Score: Raw -1253786.389821 + Penalty 3113.580400 = -1250672.809421
  nChanged 58
		SP:Iteration 90Q (154132.620000 sec): 3 clusters
  Score: Raw -1253798.171638 + Penalty 3113.580400 = -1250684.591238
  nChanged 69
		SP:Iteration 91Q (154132.880000 sec): 3 clusters
  Score: Raw -1253812.721861 + Penalty 3113.580400 = -1250699.141461
  nChanged 69
		SP:Iteration 92Q (154133.110000 sec): 3 clusters
  Score: Raw -1253826.206400 + Penalty 3113.580400 = -1250712.626000
  nChanged 66
		SP:Iteration 93Q (154133.390000 sec): 3 clusters
  Score: Raw -1253841.063948 + Penalty 3113.580400 = -1250727.483548
  nChanged 56
		SP:Iteration 94Q (154133.690000 sec): 3 clusters
  Score: Raw -1253854.637058 + Penalty 3113.580400 = -1250741.056658
  nChanged 61
		SP:Iteration 95Q (154133.990000 sec): 3 clusters
  Score: Raw -1253866.147749 + Penalty 3113.580400 = -1250752.567349
  nChanged 43
		SP:Iteration 96Q (154134.280000 sec): 3 clusters
  Score: Raw -1253873.000117 + Penalty 3113.580400 = -1250759.419717
  nChanged 46
		SP:Iteration 97Q (154134.600000 sec): 3 clusters
  Score: Raw -1253881.805145 + Penalty 3113.580400 = -1250768.224745
  nChanged 50
		SP:Iteration 98Q (154134.880000 sec): 3 clusters
  Score: Raw -1253891.269041 + Penalty 3113.580400 = -1250777.688641
  nChanged 51
		SP:Iteration 99Q (154135.100000 sec): 3 clusters
  Score: Raw -1253900.739432 + Penalty 3113.580400 = -1250787.159032
  nChanged 46
		SP:Iteration 100F (154135.320000 sec): 3 clusters
  Score: Raw -1253910.559392 + Penalty 3113.580400 = -1250796.978992
  nChanged 47
		SP:Iteration 101Q (154135.560000 sec): 3 clusters
  Score: Raw -1253920.196712 + Penalty 3113.580400 = -1250806.616312
  nChanged 58
		SP:Iteration 102Q (154135.770000 sec): 3 clusters
  Score: Raw -1253933.859086 + Penalty 3113.580400 = -1250820.278686
  nChanged 59
		SP:Iteration 103Q (154136.020000 sec): 3 clusters
  Score: Raw -1253948.342260 + Penalty 3113.580400 = -1250834.761860
  nChanged 62
		SP:Iteration 104Q (154136.200000 sec): 3 clusters
  Score: Raw -1253966.245738 + Penalty 3113.580400 = -1250852.665338
  nChanged 67
		SP:Iteration 105Q (154136.430000 sec): 3 clusters
  Score: Raw -1253982.944182 + Penalty 3113.580400 = -1250869.363782
  nChanged 68
		SP:Iteration 106Q (154136.670000 sec): 3 clusters
  Score: Raw -1253999.589842 + Penalty 3113.580400 = -1250886.009442
  nChanged 71
		SP:Iteration 107Q (154136.880000 sec): 3 clusters
  Score: Raw -1254018.249484 + Penalty 3113.580400 = -1250904.669084
  nChanged 53
		SP:Iteration 108Q (154137.120000 sec): 3 clusters
  Score: Raw -1254031.525270 + Penalty 3113.580400 = -1250917.944870
  nChanged 51
		SP:Iteration 109Q (154137.380000 sec): 3 clusters
  Score: Raw -1254043.972019 + Penalty 3113.580400 = -1250930.391619
  nChanged 57
		SP:Iteration 110Q (154137.620000 sec): 3 clusters
  Score: Raw -1254060.428531 + Penalty 3113.580400 = -1250946.848131
  nChanged 54
		SP:Iteration 111Q (154137.880000 sec): 3 clusters
  Score: Raw -1254076.077972 + Penalty 3113.580400 = -1250962.497572
  nChanged 66
		SP:Iteration 112Q (154138.070000 sec): 3 clusters
  Score: Raw -1254096.414755 + Penalty 3113.580400 = -1250982.834355
  nChanged 71
		SP:Iteration 113Q (154138.340000 sec): 3 clusters
  Score: Raw -1254124.386220 + Penalty 3113.580400 = -1251010.805820
  nChanged 78
		SP:Iteration 114Q (154138.570000 sec): 3 clusters
  Score: Raw -1254156.029683 + Penalty 3113.580400 = -1251042.449283
  nChanged 64
		SP:Iteration 115Q (154138.760000 sec): 3 clusters
  Score: Raw -1254186.334428 + Penalty 3113.580400 = -1251072.754028
  nChanged 67
		SP:Iteration 116Q (154139.060000 sec): 3 clusters
  Score: Raw -1254219.341445 + Penalty 3113.580400 = -1251105.761045
  nChanged 76
		SP:Iteration 117Q (154139.270000 sec): 3 clusters
  Score: Raw -1254268.938084 + Penalty 3113.580400 = -1251155.357684
  nChanged 78
		SP:Iteration 118Q (154139.520000 sec): 3 clusters
  Score: Raw -1254322.212723 + Penalty 3113.580400 = -1251208.632323
  nChanged 72
		SP:Iteration 119Q (154139.770000 sec): 3 clusters
  Score: Raw -1254366.439356 + Penalty 3113.580400 = -1251252.858956
  nChanged 62
		SP:Iteration 120F (154140.010000 sec): 3 clusters
  Score: Raw -1254397.122782 + Penalty 3113.580400 = -1251283.542382
  nChanged 66
		SP:Iteration 121Q (154140.230000 sec): 3 clusters
  Score: Raw -1254435.199032 + Penalty 3113.580400 = -1251321.618632
  nChanged 71
		SP:Iteration 122Q (154140.480000 sec): 3 clusters
  Score: Raw -1254467.893451 + Penalty 3113.580400 = -1251354.313051
  nChanged 58
		SP:Iteration 123Q (154140.700000 sec): 3 clusters
  Score: Raw -1254492.371088 + Penalty 3113.580400 = -1251378.790688
  nChanged 58
		SP:Iteration 124Q (154140.960000 sec): 3 clusters
  Score: Raw -1254512.303485 + Penalty 3113.580400 = -1251398.723085
  nChanged 55
		SP:Iteration 125Q (154141.160000 sec): 3 clusters
  Score: Raw -1254530.810190 + Penalty 3113.580400 = -1251417.229790
  nChanged 43
		SP:Iteration 126Q (154141.400000 sec): 3 clusters
  Score: Raw -1254546.146445 + Penalty 3113.580400 = -1251432.566045
  nChanged 33
		SP:Iteration 127Q (154141.620000 sec): 3 clusters
  Score: Raw -1254558.045916 + Penalty 3113.580400 = -1251444.465516
  nChanged 33
		SP:Iteration 128Q (154141.870000 sec): 3 clusters
  Score: Raw -1254568.753743 + Penalty 3113.580400 = -1251455.173343
  nChanged 24
		SP:Iteration 129Q (154142.070000 sec): 3 clusters
  Score: Raw -1254575.798810 + Penalty 3113.580400 = -1251462.218410
  nChanged 13
		SP:Iteration 130Q (154142.270000 sec): 3 clusters
  Score: Raw -1254579.005043 + Penalty 3113.580400 = -1251465.424643
  nChanged 9
		SP:Iteration 131Q (154142.520000 sec): 3 clusters
  Score: Raw -1254580.827109 + Penalty 3113.580400 = -1251467.246709
  nChanged 8
		SP:Iteration 132Q (154142.770000 sec): 3 clusters
  Score: Raw -1254582.901007 + Penalty 3113.580400 = -1251469.320607
  nChanged 5
		SP:Iteration 133Q (154142.970000 sec): 3 clusters
  Score: Raw -1254583.621708 + Penalty 3113.580400 = -1251470.041308
  nChanged 4
		SP:Iteration 134Q (154143.200000 sec): 3 clusters
  Score: Raw -1254584.761896 + Penalty 3113.580400 = -1251471.181496
  nChanged 1
		SP:Iteration 135Q (154143.440000 sec): 3 clusters
  Score: Raw -1254584.907960 + Penalty 3113.580400 = -1251471.327560
  nChanged 1
		SP:Iteration 136Q (154143.660000 sec): 3 clusters
  Score: Raw -1254585.025671 + Penalty 3113.580400 = -1251471.445271
  nChanged 1
		SP:Iteration 137Q (154143.900000 sec): 3 clusters
  Score: Raw -1254585.432352 + Penalty 3113.580400 = -1251471.851952
  nChanged 2
		SP:Iteration 138Q (154144.090000 sec): 3 clusters
  Score: Raw -1254585.942230 + Penalty 3113.580400 = -1251472.361830
  nChanged 1
		SP:Iteration 139Q (154144.290000 sec): 3 clusters
  Score: Raw -1254586.363406 + Penalty 3113.580400 = -1251472.783006
  nChanged 2
		SP:Iteration 140F (154144.540000 sec): 3 clusters
  Score: Raw -1254586.617603 + Penalty 3113.580400 = -1251473.037203
  nChanged 1
		SP:Iteration 141Q (154144.790000 sec): 3 clusters
  Score: Raw -1254586.822090 + Penalty 3113.580400 = -1251473.241690
  nChanged 2
		SP:Iteration 142Q (154145.030000 sec): 3 clusters
  Score: Raw -1254587.134157 + Penalty 3113.580400 = -1251473.553757
  nChanged 1
		SP:Iteration 143Q (154145.240000 sec): 3 clusters
  Score: Raw -1254587.376779 + Penalty 3113.580400 = -1251473.796379
  nChanged 2
		SP:Iteration 144Q (154145.460000 sec): 3 clusters
  Score: Raw -1254587.984791 + Penalty 3113.580400 = -1251474.404391
  nChanged 0
		SP:Iteration 145F (154145.660000 sec): 3 clusters
  Score: Raw -1254587.984791 + Penalty 3113.580400 = -1251474.404391
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 23 (79377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154146.110000 sec): 2 clusters
  Score: Raw -7085825.871293 + Penalty 1833.319139 = -7083992.552154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154146.620000 sec): 3 clusters
  Score: Raw -7034751.880447 + Penalty 3666.638278 = -7031085.242169
  nChanged 37900
		SP:Iteration 1F (154147.120000 sec): 3 clusters
  Score: Raw -7058650.334188 + Penalty 3666.638278 = -7054983.695910
  nChanged 5458
		SP:Iteration 2F (154147.620000 sec): 3 clusters
  Score: Raw -7062078.789819 + Penalty 3666.638278 = -7058412.151541
  nChanged 6418
		SP:Iteration 3F (154148.140000 sec): 3 clusters
  Score: Raw -7066616.327529 + Penalty 3666.638278 = -7062949.689251
  nChanged 6258
		SP:Iteration 4F (154148.670000 sec): 3 clusters
  Score: Raw -7070810.880330 + Penalty 3666.638278 = -7067144.242052
  nChanged 5064
		SP:Iteration 5F (154149.150000 sec): 3 clusters
  Score: Raw -7073835.206483 + Penalty 3666.638278 = -7070168.568205
  nChanged 3822
		SP:Iteration 6Q (154149.680000 sec): 3 clusters
  Score: Raw -7075996.202279 + Penalty 3666.638278 = -7072329.564001
  nChanged 2938
		SP:Iteration 7Q (154150.250000 sec): 3 clusters
  Score: Raw -7077681.631724 + Penalty 3666.638278 = -7074014.993446
  nChanged 2462
		SP:Iteration 8Q (154150.790000 sec): 3 clusters
  Score: Raw -7079155.103075 + Penalty 3666.638278 = -7075488.464797
  nChanged 2229
		SP:Iteration 9Q (154151.360000 sec): 3 clusters
  Score: Raw -7080559.035654 + Penalty 3666.638278 = -7076892.397376
  nChanged 2028
		SP:Iteration 10Q (154151.900000 sec): 3 clusters
  Score: Raw -7081914.320377 + Penalty 3666.638278 = -7078247.682098
  nChanged 1759
		SP:Iteration 11Q (154152.370000 sec): 3 clusters
  Score: Raw -7083154.481627 + Penalty 3666.638278 = -7079487.843349
  nChanged 1345
		SP:Iteration 12Q (154152.940000 sec): 3 clusters
  Score: Raw -7084129.741477 + Penalty 3666.638278 = -7080463.103199
  nChanged 995
		SP:Iteration 13Q (154153.470000 sec): 3 clusters
  Score: Raw -7084826.273133 + Penalty 3666.638278 = -7081159.634855
  nChanged 613
		SP:Iteration 14Q (154153.930000 sec): 3 clusters
  Score: Raw -7085225.561414 + Penalty 3666.638278 = -7081558.923136
  nChanged 429
		SP:Iteration 15Q (154154.410000 sec): 3 clusters
  Score: Raw -7085513.475429 + Penalty 3666.638278 = -7081846.837150
  nChanged 287
		SP:Iteration 16Q (154154.910000 sec): 3 clusters
  Score: Raw -7085719.485922 + Penalty 3666.638278 = -7082052.847644
  nChanged 197
		SP:Iteration 17Q (154155.390000 sec): 3 clusters
  Score: Raw -7085865.447098 + Penalty 3666.638278 = -7082198.808820
  nChanged 100
		SP:Iteration 18Q (154155.850000 sec): 3 clusters
  Score: Raw -7085942.953536 + Penalty 3666.638278 = -7082276.315258
  nChanged 75
		SP:Iteration 19Q (154156.320000 sec): 3 clusters
  Score: Raw -7086010.001973 + Penalty 3666.638278 = -7082343.363695
  nChanged 59
		SP:Iteration 20F (154156.880000 sec): 3 clusters
  Score: Raw -7086062.070866 + Penalty 3666.638278 = -7082395.432588
  nChanged 44
		SP:Iteration 21Q (154157.390000 sec): 3 clusters
  Score: Raw -7086096.934502 + Penalty 3666.638278 = -7082430.296224
  nChanged 29
		SP:Iteration 22Q (154157.930000 sec): 3 clusters
  Score: Raw -7086119.726030 + Penalty 3666.638278 = -7082453.087752
  nChanged 18
		SP:Iteration 23Q (154158.430000 sec): 3 clusters
  Score: Raw -7086132.632491 + Penalty 3666.638278 = -7082465.994213
  nChanged 10
		SP:Iteration 24Q (154158.890000 sec): 3 clusters
  Score: Raw -7086140.287502 + Penalty 3666.638278 = -7082473.649224
  nChanged 6
		SP:Iteration 25Q (154159.350000 sec): 3 clusters
  Score: Raw -7086143.669634 + Penalty 3666.638278 = -7082477.031356
  nChanged 2
		SP:Iteration 26Q (154159.870000 sec): 3 clusters
  Score: Raw -7086145.067396 + Penalty 3666.638278 = -7082478.429117
  nChanged 2
		SP:Iteration 27Q (154160.350000 sec): 3 clusters
  Score: Raw -7086146.529037 + Penalty 3666.638278 = -7082479.890759
  nChanged 1
		SP:Iteration 28Q (154160.800000 sec): 3 clusters
  Score: Raw -7086147.624415 + Penalty 3666.638278 = -7082480.986137
  nChanged 0
		SP:Iteration 29F (154161.320000 sec): 3 clusters
  Score: Raw -7086147.624415 + Penalty 3666.638278 = -7082480.986137
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 24 (6267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154161.450000 sec): 2 clusters
  Score: Raw -502355.861084 + Penalty 1420.746121 = -500935.114963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154161.690000 sec): 3 clusters
  Score: Raw -499021.263724 + Penalty 2841.492241 = -496179.771482
  nChanged 2579
		SP:Iteration 1F (154161.870000 sec): 3 clusters
  Score: Raw -500538.356911 + Penalty 2841.492241 = -497696.864670
  nChanged 463
		SP:Iteration 2F (154162.140000 sec): 3 clusters
  Score: Raw -500802.035067 + Penalty 2841.492241 = -497960.542825
  nChanged 335
		SP:Iteration 3F (154162.310000 sec): 3 clusters
  Score: Raw -500979.200743 + Penalty 2841.492241 = -498137.708502
  nChanged 264
		SP:Iteration 4Q (154162.480000 sec): 3 clusters
  Score: Raw -501127.499929 + Penalty 2841.492241 = -498286.007688
  nChanged 258
		SP:Iteration 5Q (154162.700000 sec): 3 clusters
  Score: Raw -501281.298527 + Penalty 2841.492241 = -498439.806286
  nChanged 255
		SP:Iteration 6Q (154162.910000 sec): 3 clusters
  Score: Raw -501460.123443 + Penalty 2841.492241 = -498618.631202
  nChanged 281
		SP:Iteration 7Q (154163.130000 sec): 3 clusters
  Score: Raw -501671.990294 + Penalty 2841.492241 = -498830.498053
  nChanged 283
		SP:Iteration 8Q (154163.290000 sec): 3 clusters
  Score: Raw -501873.748109 + Penalty 2841.492241 = -499032.255868
  nChanged 308
		SP:Iteration 9Q (154163.540000 sec): 3 clusters
  Score: Raw -502141.137357 + Penalty 2841.492241 = -499299.645116
  nChanged 305
		SP:Iteration 10Q (154163.730000 sec): 3 clusters
  Score: Raw -502420.939417 + Penalty 2841.492241 = -499579.447176
  nChanged 282
		SP:Iteration 11Q (154163.900000 sec): 3 clusters
  Score: Raw -502657.032106 + Penalty 2841.492241 = -499815.539865
  nChanged 218
		SP:Iteration 12Q (154164.100000 sec): 3 clusters
  Score: Raw -502843.732747 + Penalty 2841.492241 = -500002.240505
  nChanged 214
		SP:Iteration 13Q (154164.320000 sec): 3 clusters
  Score: Raw -503058.361726 + Penalty 2841.492241 = -500216.869484
  nChanged 203
		SP:Iteration 14Q (154164.530000 sec): 3 clusters
  Score: Raw -503242.917244 + Penalty 2841.492241 = -500401.425003
  nChanged 167
		SP:Iteration 15Q (154164.740000 sec): 3 clusters
  Score: Raw -503382.832158 + Penalty 2841.492241 = -500541.339917
  nChanged 129
		SP:Iteration 16Q (154164.940000 sec): 3 clusters
  Score: Raw -503490.731695 + Penalty 2841.492241 = -500649.239454
  nChanged 106
		SP:Iteration 17Q (154165.150000 sec): 3 clusters
  Score: Raw -503568.895550 + Penalty 2841.492241 = -500727.403309
  nChanged 86
		SP:Iteration 18Q (154165.320000 sec): 3 clusters
  Score: Raw -503630.976356 + Penalty 2841.492241 = -500789.484114
  nChanged 65
		SP:Iteration 19Q (154165.520000 sec): 3 clusters
  Score: Raw -503672.613824 + Penalty 2841.492241 = -500831.121583
  nChanged 40
		SP:Iteration 20F (154165.740000 sec): 3 clusters
  Score: Raw -503710.443836 + Penalty 2841.492241 = -500868.951595
  nChanged 43
		SP:Iteration 21Q (154165.940000 sec): 3 clusters
  Score: Raw -503747.059391 + Penalty 2841.492241 = -500905.567149
  nChanged 39
		SP:Iteration 22Q (154166.190000 sec): 3 clusters
  Score: Raw -503769.644280 + Penalty 2841.492241 = -500928.152039
  nChanged 23
		SP:Iteration 23Q (154166.370000 sec): 3 clusters
  Score: Raw -503778.766776 + Penalty 2841.492241 = -500937.274535
  nChanged 14
		SP:Iteration 24Q (154166.590000 sec): 3 clusters
  Score: Raw -503784.079230 + Penalty 2841.492241 = -500942.586988
  nChanged 15
		SP:Iteration 25Q (154166.800000 sec): 3 clusters
  Score: Raw -503788.811406 + Penalty 2841.492241 = -500947.319164
  nChanged 6
		SP:Iteration 26Q (154167.020000 sec): 3 clusters
  Score: Raw -503790.507882 + Penalty 2841.492241 = -500949.015640
  nChanged 6
		SP:Iteration 27Q (154167.240000 sec): 3 clusters
  Score: Raw -503791.875675 + Penalty 2841.492241 = -500950.383434
  nChanged 2
		SP:Iteration 28Q (154167.460000 sec): 3 clusters
  Score: Raw -503792.185899 + Penalty 2841.492241 = -500950.693657
  nChanged 1
		SP:Iteration 29Q (154167.710000 sec): 3 clusters
  Score: Raw -503792.244812 + Penalty 2841.492241 = -500950.752570
  nChanged 1
		SP:Iteration 30Q (154167.880000 sec): 3 clusters
  Score: Raw -503792.365974 + Penalty 2841.492241 = -500950.873733
  nChanged 0
		SP:Iteration 31F (154168.090000 sec): 3 clusters
  Score: Raw -503792.365974 + Penalty 2841.492241 = -500950.873733
  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 10.71 GB.

 Trying to split cluster 25 (1936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154168.180000 sec): 2 clusters
  Score: Raw -130490.308828 + Penalty 1229.861631 = -129260.447197
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154168.400000 sec): 3 clusters
  Score: Raw -129735.203965 + Penalty 2459.723262 = -127275.480703
  nChanged 712
		SP:Iteration 1F (154168.600000 sec): 3 clusters
  Score: Raw -130437.393061 + Penalty 2459.723262 = -127977.669799
  nChanged 202
		SP:Iteration 2F (154168.770000 sec): 3 clusters
  Score: Raw -130723.949269 + Penalty 2459.723262 = -128264.226007
  nChanged 139
		SP:Iteration 3F (154168.920000 sec): 3 clusters
  Score: Raw -130931.822895 + Penalty 2459.723262 = -128472.099633
  nChanged 105
		SP:Iteration 4F (154169.120000 sec): 3 clusters
  Score: Raw -131093.581488 + Penalty 2459.723262 = -128633.858226
  nChanged 79
		SP:Iteration 5Q (154169.280000 sec): 3 clusters
  Score: Raw -131239.879189 + Penalty 2459.723262 = -128780.155927
  nChanged 69
		SP:Iteration 6Q (154169.470000 sec): 3 clusters
  Score: Raw -131319.618641 + Penalty 2459.723262 = -128859.895379
  nChanged 59
		SP:Iteration 7Q (154169.640000 sec): 3 clusters
  Score: Raw -131381.449376 + Penalty 2459.723262 = -128921.726114
  nChanged 38
		SP:Iteration 8Q (154169.830000 sec): 3 clusters
  Score: Raw -131413.450196 + Penalty 2459.723262 = -128953.726934
  nChanged 23
		SP:Iteration 9Q (154170.010000 sec): 3 clusters
  Score: Raw -131431.979202 + Penalty 2459.723262 = -128972.255940
  nChanged 19
		SP:Iteration 10Q (154170.190000 sec): 3 clusters
  Score: Raw -131443.259690 + Penalty 2459.723262 = -128983.536428
  nChanged 11
		SP:Iteration 11Q (154170.360000 sec): 3 clusters
  Score: Raw -131449.039576 + Penalty 2459.723262 = -128989.316314
  nChanged 7
		SP:Iteration 12Q (154170.550000 sec): 3 clusters
  Score: Raw -131453.150043 + Penalty 2459.723262 = -128993.426781
  nChanged 8
		SP:Iteration 13Q (154170.730000 sec): 3 clusters
  Score: Raw -131457.323268 + Penalty 2459.723262 = -128997.600006
  nChanged 5
		SP:Iteration 14Q (154170.910000 sec): 3 clusters
  Score: Raw -131460.903771 + Penalty 2459.723262 = -129001.180509
  nChanged 3
		SP:Iteration 15Q (154171.090000 sec): 3 clusters
  Score: Raw -131462.598179 + Penalty 2459.723262 = -129002.874917
  nChanged 4
		SP:Iteration 16Q (154171.250000 sec): 3 clusters
  Score: Raw -131464.741625 + Penalty 2459.723262 = -129005.018363
  nChanged 2
		SP:Iteration 17Q (154171.450000 sec): 3 clusters
  Score: Raw -131465.642251 + Penalty 2459.723262 = -129005.918989
  nChanged 2
		SP:Iteration 18Q (154171.630000 sec): 3 clusters
  Score: Raw -131466.414792 + Penalty 2459.723262 = -129006.691530
  nChanged 1
		SP:Iteration 19Q (154171.790000 sec): 3 clusters
  Score: Raw -131467.302643 + Penalty 2459.723262 = -129007.579381
  nChanged 0
		SP:Iteration 20F (154171.950000 sec): 3 clusters
  Score: Raw -131467.302643 + Penalty 2459.723262 = -129007.579381
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 26 (4452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154172.050000 sec): 2 clusters
  Score: Raw -379079.311188 + Penalty 1365.180166 = -377714.131022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154172.260000 sec): 3 clusters
  Score: Raw -376833.352742 + Penalty 2730.360332 = -374102.992410
  nChanged 1776
		SP:Iteration 1F (154172.460000 sec): 3 clusters
  Score: Raw -377829.663110 + Penalty 2730.360332 = -375099.302779
  nChanged 326
		SP:Iteration 2F (154172.630000 sec): 3 clusters
  Score: Raw -378043.133978 + Penalty 2730.360332 = -375312.773647
  nChanged 266
		SP:Iteration 3F (154172.840000 sec): 3 clusters
  Score: Raw -378209.750918 + Penalty 2730.360332 = -375479.390586
  nChanged 240
		SP:Iteration 4F (154173.020000 sec): 3 clusters
  Score: Raw -378377.948159 + Penalty 2730.360332 = -375647.587827
  nChanged 215
		SP:Iteration 5Q (154173.200000 sec): 3 clusters
  Score: Raw -378509.854406 + Penalty 2730.360332 = -375779.494074
  nChanged 163
		SP:Iteration 6Q (154173.390000 sec): 3 clusters
  Score: Raw -378609.441130 + Penalty 2730.360332 = -375879.080798
  nChanged 147
		SP:Iteration 7Q (154173.550000 sec): 3 clusters
  Score: Raw -378690.990321 + Penalty 2730.360332 = -375960.629990
  nChanged 127
		SP:Iteration 8Q (154173.750000 sec): 3 clusters
  Score: Raw -378758.704752 + Penalty 2730.360332 = -376028.344420
  nChanged 96
		SP:Iteration 9Q (154173.960000 sec): 3 clusters
  Score: Raw -378806.697490 + Penalty 2730.360332 = -376076.337158
  nChanged 91
		SP:Iteration 10Q (154174.100000 sec): 3 clusters
  Score: Raw -378853.324486 + Penalty 2730.360332 = -376122.964155
  nChanged 88
		SP:Iteration 11Q (154174.300000 sec): 3 clusters
  Score: Raw -378898.105551 + Penalty 2730.360332 = -376167.745219
  nChanged 78
		SP:Iteration 12Q (154174.500000 sec): 3 clusters
  Score: Raw -378939.767290 + Penalty 2730.360332 = -376209.406958
  nChanged 65
		SP:Iteration 13Q (154174.670000 sec): 3 clusters
  Score: Raw -378973.312567 + Penalty 2730.360332 = -376242.952235
  nChanged 56
		SP:Iteration 14Q (154174.850000 sec): 3 clusters
  Score: Raw -379008.651554 + Penalty 2730.360332 = -376278.291222
  nChanged 55
		SP:Iteration 15Q (154175.020000 sec): 3 clusters
  Score: Raw -379038.783893 + Penalty 2730.360332 = -376308.423562
  nChanged 37
		SP:Iteration 16Q (154175.210000 sec): 3 clusters
  Score: Raw -379058.427863 + Penalty 2730.360332 = -376328.067532
  nChanged 29
		SP:Iteration 17Q (154175.390000 sec): 3 clusters
  Score: Raw -379072.851250 + Penalty 2730.360332 = -376342.490919
  nChanged 29
		SP:Iteration 18Q (154175.580000 sec): 3 clusters
  Score: Raw -379087.262665 + Penalty 2730.360332 = -376356.902333
  nChanged 30
		SP:Iteration 19Q (154175.780000 sec): 3 clusters
  Score: Raw -379101.169650 + Penalty 2730.360332 = -376370.809318
  nChanged 17
		SP:Iteration 20F (154175.950000 sec): 3 clusters
  Score: Raw -379109.375157 + Penalty 2730.360332 = -376379.014825
  nChanged 13
		SP:Iteration 21Q (154176.160000 sec): 3 clusters
  Score: Raw -379118.621291 + Penalty 2730.360332 = -376388.260960
  nChanged 22
		SP:Iteration 22Q (154176.330000 sec): 3 clusters
  Score: Raw -379136.261355 + Penalty 2730.360332 = -376405.901024
  nChanged 24
		SP:Iteration 23Q (154176.550000 sec): 3 clusters
  Score: Raw -379148.183257 + Penalty 2730.360332 = -376417.822925
  nChanged 13
		SP:Iteration 24Q (154176.720000 sec): 3 clusters
  Score: Raw -379155.709008 + Penalty 2730.360332 = -376425.348676
  nChanged 11
		SP:Iteration 25Q (154176.920000 sec): 3 clusters
  Score: Raw -379161.341786 + Penalty 2730.360332 = -376430.981454
  nChanged 12
		SP:Iteration 26Q (154177.130000 sec): 3 clusters
  Score: Raw -379168.235231 + Penalty 2730.360332 = -376437.874900
  nChanged 16
		SP:Iteration 27Q (154177.290000 sec): 3 clusters
  Score: Raw -379175.917780 + Penalty 2730.360332 = -376445.557448
  nChanged 8
		SP:Iteration 28Q (154177.480000 sec): 3 clusters
  Score: Raw -379180.852491 + Penalty 2730.360332 = -376450.492159
  nChanged 5
		SP:Iteration 29Q (154177.660000 sec): 3 clusters
  Score: Raw -379184.325070 + Penalty 2730.360332 = -376453.964738
  nChanged 10
		SP:Iteration 30Q (154177.880000 sec): 3 clusters
  Score: Raw -379190.741782 + Penalty 2730.360332 = -376460.381451
  nChanged 15
		SP:Iteration 31Q (154178.070000 sec): 3 clusters
  Score: Raw -379201.050789 + Penalty 2730.360332 = -376470.690457
  nChanged 11
		SP:Iteration 32Q (154178.250000 sec): 3 clusters
  Score: Raw -379208.422902 + Penalty 2730.360332 = -376478.062570
  nChanged 11
		SP:Iteration 33Q (154178.390000 sec): 3 clusters
  Score: Raw -379212.721885 + Penalty 2730.360332 = -376482.361554
  nChanged 3
		SP:Iteration 34Q (154178.610000 sec): 3 clusters
  Score: Raw -379214.754649 + Penalty 2730.360332 = -376484.394317
  nChanged 4
		SP:Iteration 35Q (154178.810000 sec): 3 clusters
  Score: Raw -379216.501347 + Penalty 2730.360332 = -376486.141015
  nChanged 2
		SP:Iteration 36Q (154178.970000 sec): 3 clusters
  Score: Raw -379218.075145 + Penalty 2730.360332 = -376487.714813
  nChanged 3
		SP:Iteration 37Q (154179.170000 sec): 3 clusters
  Score: Raw -379219.404532 + Penalty 2730.360332 = -376489.044201
  nChanged 1
		SP:Iteration 38Q (154179.350000 sec): 3 clusters
  Score: Raw -379219.908754 + Penalty 2730.360332 = -376489.548422
  nChanged 3
		SP:Iteration 39Q (154179.550000 sec): 3 clusters
  Score: Raw -379220.871013 + Penalty 2730.360332 = -376490.510682
  nChanged 1
		SP:Iteration 40F (154179.730000 sec): 3 clusters
  Score: Raw -379221.607551 + Penalty 2730.360332 = -376491.247219
  nChanged 2
		SP:Iteration 41Q (154179.900000 sec): 3 clusters
  Score: Raw -379222.868610 + Penalty 2730.360332 = -376492.508278
  nChanged 1
		SP:Iteration 42Q (154180.130000 sec): 3 clusters
  Score: Raw -379223.403892 + Penalty 2730.360332 = -376493.043560
  nChanged 1
		SP:Iteration 43Q (154180.290000 sec): 3 clusters
  Score: Raw -379223.581319 + Penalty 2730.360332 = -376493.220987
  nChanged 1
		SP:Iteration 44Q (154180.450000 sec): 3 clusters
  Score: Raw -379224.185707 + Penalty 2730.360332 = -376493.825375
  nChanged 1
		SP:Iteration 45Q (154180.640000 sec): 3 clusters
  Score: Raw -379224.411709 + Penalty 2730.360332 = -376494.051378
  nChanged 1
		SP:Iteration 46Q (154180.800000 sec): 3 clusters
  Score: Raw -379224.574424 + Penalty 2730.360332 = -376494.214092
  nChanged 0
		SP:Iteration 47F (154180.970000 sec): 3 clusters
  Score: Raw -379224.574424 + Penalty 2730.360332 = -376494.214092
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 27 (26308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154181.200000 sec): 2 clusters
  Score: Raw -2287604.458097 + Penalty 1653.864608 = -2285950.593489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154181.460000 sec): 3 clusters
  Score: Raw -2271422.368241 + Penalty 3307.729215 = -2268114.639026
  nChanged 12034
		SP:Iteration 1F (154181.720000 sec): 3 clusters
  Score: Raw -2278153.861947 + Penalty 3307.729215 = -2274846.132732
  nChanged 1377
		SP:Iteration 2F (154181.990000 sec): 3 clusters
  Score: Raw -2278820.594323 + Penalty 3307.729215 = -2275512.865107
  nChanged 1552
		SP:Iteration 3F (154182.290000 sec): 3 clusters
  Score: Raw -2279674.786071 + Penalty 3307.729215 = -2276367.056856
  nChanged 1850
		SP:Iteration 4F (154182.550000 sec): 3 clusters
  Score: Raw -2280913.947308 + Penalty 3307.729215 = -2277606.218093
  nChanged 2013
		SP:Iteration 5F (154182.800000 sec): 3 clusters
  Score: Raw -2282319.987440 + Penalty 3307.729215 = -2279012.258225
  nChanged 1881
		SP:Iteration 6F (154183.050000 sec): 3 clusters
  Score: Raw -2283536.895216 + Penalty 3307.729215 = -2280229.166000
  nChanged 1518
		SP:Iteration 7F (154183.340000 sec): 3 clusters
  Score: Raw -2284301.705367 + Penalty 3307.729215 = -2280993.976152
  nChanged 1031
		SP:Iteration 8Q (154183.610000 sec): 3 clusters
  Score: Raw -2284696.101173 + Penalty 3307.729215 = -2281388.371958
  nChanged 722
		SP:Iteration 9Q (154183.870000 sec): 3 clusters
  Score: Raw -2284890.081377 + Penalty 3307.729215 = -2281582.352162
  nChanged 452
		SP:Iteration 10Q (154184.130000 sec): 3 clusters
  Score: Raw -2284987.881468 + Penalty 3307.729215 = -2281680.152253
  nChanged 337
		SP:Iteration 11Q (154184.430000 sec): 3 clusters
  Score: Raw -2285057.769013 + Penalty 3307.729215 = -2281750.039798
  nChanged 289
		SP:Iteration 12Q (154184.730000 sec): 3 clusters
  Score: Raw -2285117.547403 + Penalty 3307.729215 = -2281809.818187
  nChanged 265
		SP:Iteration 13Q (154185.030000 sec): 3 clusters
  Score: Raw -2285171.891423 + Penalty 3307.729215 = -2281864.162208
  nChanged 252
		SP:Iteration 14Q (154185.290000 sec): 3 clusters
  Score: Raw -2285223.252429 + Penalty 3307.729215 = -2281915.523214
  nChanged 252
		SP:Iteration 15Q (154185.570000 sec): 3 clusters
  Score: Raw -2285275.424490 + Penalty 3307.729215 = -2281967.695275
  nChanged 265
		SP:Iteration 16Q (154185.830000 sec): 3 clusters
  Score: Raw -2285332.949914 + Penalty 3307.729215 = -2282025.220699
  nChanged 285
		SP:Iteration 17Q (154186.100000 sec): 3 clusters
  Score: Raw -2285400.061380 + Penalty 3307.729215 = -2282092.332165
  nChanged 299
		SP:Iteration 18Q (154186.380000 sec): 3 clusters
  Score: Raw -2285477.703564 + Penalty 3307.729215 = -2282169.974349
  nChanged 304
		SP:Iteration 19Q (154186.660000 sec): 3 clusters
  Score: Raw -2285563.735077 + Penalty 3307.729215 = -2282256.005862
  nChanged 336
		SP:Iteration 20F (154186.920000 sec): 3 clusters
  Score: Raw -2285674.238474 + Penalty 3307.729215 = -2282366.509258
  nChanged 362
		SP:Iteration 21Q (154187.220000 sec): 3 clusters
  Score: Raw -2285804.693297 + Penalty 3307.729215 = -2282496.964082
  nChanged 378
		SP:Iteration 22Q (154187.470000 sec): 3 clusters
  Score: Raw -2285945.841912 + Penalty 3307.729215 = -2282638.112697
  nChanged 393
		SP:Iteration 23Q (154187.760000 sec): 3 clusters
  Score: Raw -2286117.756314 + Penalty 3307.729215 = -2282810.027098
  nChanged 428
		SP:Iteration 24Q (154187.990000 sec): 3 clusters
  Score: Raw -2286341.092004 + Penalty 3307.729215 = -2283033.362789
  nChanged 416
		SP:Iteration 25Q (154188.260000 sec): 3 clusters
  Score: Raw -2286554.547726 + Penalty 3307.729215 = -2283246.818511
  nChanged 383
		SP:Iteration 26Q (154188.520000 sec): 3 clusters
  Score: Raw -2286775.718136 + Penalty 3307.729215 = -2283467.988921
  nChanged 367
		SP:Iteration 27Q (154188.810000 sec): 3 clusters
  Score: Raw -2287025.348391 + Penalty 3307.729215 = -2283717.619176
  nChanged 336
		SP:Iteration 28Q (154189.090000 sec): 3 clusters
  Score: Raw -2287258.352147 + Penalty 3307.729215 = -2283950.622932
  nChanged 262
		SP:Iteration 29Q (154189.330000 sec): 3 clusters
  Score: Raw -2287449.388486 + Penalty 3307.729215 = -2284141.659271
  nChanged 173
		SP:Iteration 30Q (154189.570000 sec): 3 clusters
  Score: Raw -2287582.270893 + Penalty 3307.729215 = -2284274.541678
  nChanged 114
		SP:Iteration 31Q (154189.830000 sec): 3 clusters
  Score: Raw -2287663.035840 + Penalty 3307.729215 = -2284355.306625
  nChanged 62
		SP:Iteration 32Q (154190.070000 sec): 3 clusters
  Score: Raw -2287710.525016 + Penalty 3307.729215 = -2284402.795801
  nChanged 48
		SP:Iteration 33Q (154190.350000 sec): 3 clusters
  Score: Raw -2287748.409455 + Penalty 3307.729215 = -2284440.680239
  nChanged 39
		SP:Iteration 34Q (154190.580000 sec): 3 clusters
  Score: Raw -2287774.633318 + Penalty 3307.729215 = -2284466.904103
  nChanged 33
		SP:Iteration 35Q (154190.830000 sec): 3 clusters
  Score: Raw -2287797.935728 + Penalty 3307.729215 = -2284490.206513
  nChanged 21
		SP:Iteration 36Q (154191.100000 sec): 3 clusters
  Score: Raw -2287815.738634 + Penalty 3307.729215 = -2284508.009419
  nChanged 21
		SP:Iteration 37Q (154191.350000 sec): 3 clusters
  Score: Raw -2287832.088322 + Penalty 3307.729215 = -2284524.359107
  nChanged 8
		SP:Iteration 38Q (154191.550000 sec): 3 clusters
  Score: Raw -2287836.926206 + Penalty 3307.729215 = -2284529.196991
  nChanged 6
		SP:Iteration 39Q (154191.810000 sec): 3 clusters
  Score: Raw -2287840.793549 + Penalty 3307.729215 = -2284533.064334
  nChanged 4
		SP:Iteration 40F (154192.090000 sec): 3 clusters
  Score: Raw -2287843.185750 + Penalty 3307.729215 = -2284535.456535
  nChanged 3
		SP:Iteration 41Q (154192.360000 sec): 3 clusters
  Score: Raw -2287844.546715 + Penalty 3307.729215 = -2284536.817500
  nChanged 1
		SP:Iteration 42Q (154192.590000 sec): 3 clusters
  Score: Raw -2287845.894506 + Penalty 3307.729215 = -2284538.165291
  nChanged 2
		SP:Iteration 43Q (154192.820000 sec): 3 clusters
  Score: Raw -2287847.699490 + Penalty 3307.729215 = -2284539.970275
  nChanged 6
		SP:Iteration 44Q (154193.100000 sec): 3 clusters
  Score: Raw -2287852.598634 + Penalty 3307.729215 = -2284544.869419
  nChanged 5
		SP:Iteration 45Q (154193.330000 sec): 3 clusters
  Score: Raw -2287856.175260 + Penalty 3307.729215 = -2284548.446045
  nChanged 3
		SP:Iteration 46Q (154193.570000 sec): 3 clusters
  Score: Raw -2287858.272221 + Penalty 3307.729215 = -2284550.543005
  nChanged 2
		SP:Iteration 47Q (154193.800000 sec): 3 clusters
  Score: Raw -2287860.605793 + Penalty 3307.729215 = -2284552.876578
  nChanged 4
		SP:Iteration 48Q (154194.060000 sec): 3 clusters
  Score: Raw -2287864.460171 + Penalty 3307.729215 = -2284556.730956
  nChanged 5
		SP:Iteration 49Q (154194.340000 sec): 3 clusters
  Score: Raw -2287866.428059 + Penalty 3307.729215 = -2284558.698844
  nChanged 4
		SP:Iteration 50Q (154194.570000 sec): 3 clusters
  Score: Raw -2287869.037683 + Penalty 3307.729215 = -2284561.308468
  nChanged 3
		SP:Iteration 51Q (154194.820000 sec): 3 clusters
  Score: Raw -2287872.390540 + Penalty 3307.729215 = -2284564.661325
  nChanged 3
		SP:Iteration 52Q (154195.040000 sec): 3 clusters
  Score: Raw -2287873.938422 + Penalty 3307.729215 = -2284566.209207
  nChanged 3
		SP:Iteration 53Q (154195.300000 sec): 3 clusters
  Score: Raw -2287876.234259 + Penalty 3307.729215 = -2284568.505044
  nChanged 2
		SP:Iteration 54Q (154195.530000 sec): 3 clusters
  Score: Raw -2287877.120705 + Penalty 3307.729215 = -2284569.391490
  nChanged 2
		SP:Iteration 55Q (154195.810000 sec): 3 clusters
  Score: Raw -2287878.227225 + Penalty 3307.729215 = -2284570.498010
  nChanged 0
		SP:Iteration 56F (154196.100000 sec): 3 clusters
  Score: Raw -2287878.227225 + Penalty 3307.729215 = -2284570.498010
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 28 (42950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154196.380000 sec): 2 clusters
  Score: Raw -3489970.310413 + Penalty 1733.516188 = -3488236.794225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154196.720000 sec): 3 clusters
  Score: Raw -3462846.616203 + Penalty 3467.032376 = -3459379.583826
  nChanged 20119
		SP:Iteration 1F (154197.040000 sec): 3 clusters
  Score: Raw -3474697.455854 + Penalty 3467.032376 = -3471230.423478
  nChanged 2065
		SP:Iteration 2Q (154197.400000 sec): 3 clusters
  Score: Raw -3475489.214378 + Penalty 3467.032376 = -3472022.182002
  nChanged 2157
		SP:Iteration 3F (154197.740000 sec): 3 clusters
  Score: Raw -3476386.729123 + Penalty 3467.032376 = -3472919.696747
  nChanged 2188
		SP:Iteration 4F (154198.100000 sec): 3 clusters
  Score: Raw -3477464.833467 + Penalty 3467.032376 = -3473997.801090
  nChanged 2321
		SP:Iteration 5F (154198.460000 sec): 3 clusters
  Score: Raw -3478744.089485 + Penalty 3467.032376 = -3475277.057109
  nChanged 2365
		SP:Iteration 6F (154198.850000 sec): 3 clusters
  Score: Raw -3480148.890717 + Penalty 3467.032376 = -3476681.858341
  nChanged 2363
		SP:Iteration 7F (154199.220000 sec): 3 clusters
  Score: Raw -3481597.089024 + Penalty 3467.032376 = -3478130.056647
  nChanged 2247
		SP:Iteration 8F (154199.560000 sec): 3 clusters
  Score: Raw -3483016.759624 + Penalty 3467.032376 = -3479549.727248
  nChanged 2023
		SP:Iteration 9Q (154199.920000 sec): 3 clusters
  Score: Raw -3484257.888759 + Penalty 3467.032376 = -3480790.856383
  nChanged 1640
		SP:Iteration 10Q (154200.300000 sec): 3 clusters
  Score: Raw -3485119.626054 + Penalty 3467.032376 = -3481652.593678
  nChanged 1258
		SP:Iteration 11Q (154200.670000 sec): 3 clusters
  Score: Raw -3485681.133782 + Penalty 3467.032376 = -3482214.101406
  nChanged 964
		SP:Iteration 12Q (154200.940000 sec): 3 clusters
  Score: Raw -3486046.165227 + Penalty 3467.032376 = -3482579.132851
  nChanged 757
		SP:Iteration 13Q (154201.290000 sec): 3 clusters
  Score: Raw -3486299.370568 + Penalty 3467.032376 = -3482832.338192
  nChanged 599
		SP:Iteration 14Q (154201.660000 sec): 3 clusters
  Score: Raw -3486492.009330 + Penalty 3467.032376 = -3483024.976953
  nChanged 536
		SP:Iteration 15Q (154202.000000 sec): 3 clusters
  Score: Raw -3486652.603024 + Penalty 3467.032376 = -3483185.570647
  nChanged 509
		SP:Iteration 16Q (154202.370000 sec): 3 clusters
  Score: Raw -3486801.191717 + Penalty 3467.032376 = -3483334.159341
  nChanged 486
		SP:Iteration 17Q (154202.760000 sec): 3 clusters
  Score: Raw -3486950.751505 + Penalty 3467.032376 = -3483483.719129
  nChanged 508
		SP:Iteration 18Q (154203.120000 sec): 3 clusters
  Score: Raw -3487130.158280 + Penalty 3467.032376 = -3483663.125903
  nChanged 517
		SP:Iteration 19Q (154203.470000 sec): 3 clusters
  Score: Raw -3487328.017325 + Penalty 3467.032376 = -3483860.984948
  nChanged 549
		SP:Iteration 20F (154203.820000 sec): 3 clusters
  Score: Raw -3487540.537191 + Penalty 3467.032376 = -3484073.504814
  nChanged 514
		SP:Iteration 21Q (154204.180000 sec): 3 clusters
  Score: Raw -3487736.432516 + Penalty 3467.032376 = -3484269.400140
  nChanged 522
		SP:Iteration 22Q (154204.530000 sec): 3 clusters
  Score: Raw -3487942.300355 + Penalty 3467.032376 = -3484475.267978
  nChanged 491
		SP:Iteration 23Q (154204.870000 sec): 3 clusters
  Score: Raw -3488148.739469 + Penalty 3467.032376 = -3484681.707093
  nChanged 493
		SP:Iteration 24Q (154205.240000 sec): 3 clusters
  Score: Raw -3488366.199400 + Penalty 3467.032376 = -3484899.167023
  nChanged 502
		SP:Iteration 25Q (154205.570000 sec): 3 clusters
  Score: Raw -3488586.524254 + Penalty 3467.032376 = -3485119.491877
  nChanged 462
		SP:Iteration 26Q (154205.950000 sec): 3 clusters
  Score: Raw -3488789.093110 + Penalty 3467.032376 = -3485322.060733
  nChanged 420
		SP:Iteration 27Q (154206.280000 sec): 3 clusters
  Score: Raw -3488969.704827 + Penalty 3467.032376 = -3485502.672451
  nChanged 399
		SP:Iteration 28Q (154206.650000 sec): 3 clusters
  Score: Raw -3489124.849550 + Penalty 3467.032376 = -3485657.817174
  nChanged 382
		SP:Iteration 29Q (154206.970000 sec): 3 clusters
  Score: Raw -3489275.839400 + Penalty 3467.032376 = -3485808.807023
  nChanged 345
		SP:Iteration 30Q (154207.360000 sec): 3 clusters
  Score: Raw -3489404.362455 + Penalty 3467.032376 = -3485937.330078
  nChanged 296
		SP:Iteration 31Q (154207.690000 sec): 3 clusters
  Score: Raw -3489511.420699 + Penalty 3467.032376 = -3486044.388322
  nChanged 257
		SP:Iteration 32Q (154208.030000 sec): 3 clusters
  Score: Raw -3489605.804585 + Penalty 3467.032376 = -3486138.772209
  nChanged 228
		SP:Iteration 33Q (154208.370000 sec): 3 clusters
  Score: Raw -3489690.035445 + Penalty 3467.032376 = -3486223.003069
  nChanged 206
		SP:Iteration 34Q (154208.670000 sec): 3 clusters
  Score: Raw -3489769.423384 + Penalty 3467.032376 = -3486302.391008
  nChanged 191
		SP:Iteration 35Q (154209.050000 sec): 3 clusters
  Score: Raw -3489845.994117 + Penalty 3467.032376 = -3486378.961741
  nChanged 154
		SP:Iteration 36Q (154209.410000 sec): 3 clusters
  Score: Raw -3489903.471985 + Penalty 3467.032376 = -3486436.439609
  nChanged 141
		SP:Iteration 37Q (154209.790000 sec): 3 clusters
  Score: Raw -3489955.938591 + Penalty 3467.032376 = -3486488.906215
  nChanged 121
		SP:Iteration 38Q (154210.130000 sec): 3 clusters
  Score: Raw -3490003.446362 + Penalty 3467.032376 = -3486536.413986
  nChanged 113
		SP:Iteration 39Q (154210.510000 sec): 3 clusters
  Score: Raw -3490047.610509 + Penalty 3467.032376 = -3486580.578133
  nChanged 95
		SP:Iteration 40F (154210.820000 sec): 3 clusters
  Score: Raw -3490087.558201 + Penalty 3467.032376 = -3486620.525824
  nChanged 85
		SP:Iteration 41Q (154211.200000 sec): 3 clusters
  Score: Raw -3490123.042600 + Penalty 3467.032376 = -3486656.010224
  nChanged 67
		SP:Iteration 42Q (154211.530000 sec): 3 clusters
  Score: Raw -3490146.888128 + Penalty 3467.032376 = -3486679.855752
  nChanged 49
		SP:Iteration 43Q (154211.830000 sec): 3 clusters
  Score: Raw -3490161.145192 + Penalty 3467.032376 = -3486694.112815
  nChanged 42
		SP:Iteration 44Q (154212.130000 sec): 3 clusters
  Score: Raw -3490175.059473 + Penalty 3467.032376 = -3486708.027097
  nChanged 43
		SP:Iteration 45Q (154212.510000 sec): 3 clusters
  Score: Raw -3490191.878383 + Penalty 3467.032376 = -3486724.846006
  nChanged 43
		SP:Iteration 46Q (154212.820000 sec): 3 clusters
  Score: Raw -3490210.087299 + Penalty 3467.032376 = -3486743.054923
  nChanged 36
		SP:Iteration 47Q (154213.160000 sec): 3 clusters
  Score: Raw -3490223.976816 + Penalty 3467.032376 = -3486756.944440
  nChanged 31
		SP:Iteration 48Q (154213.510000 sec): 3 clusters
  Score: Raw -3490233.985468 + Penalty 3467.032376 = -3486766.953091
  nChanged 23
		SP:Iteration 49Q (154213.850000 sec): 3 clusters
  Score: Raw -3490242.429937 + Penalty 3467.032376 = -3486775.397560
  nChanged 24
		SP:Iteration 50Q (154214.210000 sec): 3 clusters
  Score: Raw -3490251.449265 + Penalty 3467.032376 = -3486784.416889
  nChanged 29
		SP:Iteration 51Q (154214.510000 sec): 3 clusters
  Score: Raw -3490263.593506 + Penalty 3467.032376 = -3486796.561130
  nChanged 32
		SP:Iteration 52Q (154214.870000 sec): 3 clusters
  Score: Raw -3490277.244107 + Penalty 3467.032376 = -3486810.211731
  nChanged 21
		SP:Iteration 53Q (154215.210000 sec): 3 clusters
  Score: Raw -3490286.015141 + Penalty 3467.032376 = -3486818.982765
  nChanged 19
		SP:Iteration 54Q (154215.550000 sec): 3 clusters
  Score: Raw -3490293.427131 + Penalty 3467.032376 = -3486826.394755
  nChanged 14
		SP:Iteration 55Q (154215.860000 sec): 3 clusters
  Score: Raw -3490298.627404 + Penalty 3467.032376 = -3486831.595028
  nChanged 14
		SP:Iteration 56Q (154216.210000 sec): 3 clusters
  Score: Raw -3490304.285218 + Penalty 3467.032376 = -3486837.252842
  nChanged 15
		SP:Iteration 57Q (154216.570000 sec): 3 clusters
  Score: Raw -3490309.907378 + Penalty 3467.032376 = -3486842.875002
  nChanged 11
		SP:Iteration 58Q (154216.890000 sec): 3 clusters
  Score: Raw -3490314.720360 + Penalty 3467.032376 = -3486847.687984
  nChanged 10
		SP:Iteration 59Q (154217.270000 sec): 3 clusters
  Score: Raw -3490318.284428 + Penalty 3467.032376 = -3486851.252051
  nChanged 8
		SP:Iteration 60F (154217.530000 sec): 3 clusters
  Score: Raw -3490320.993738 + Penalty 3467.032376 = -3486853.961362
  nChanged 9
		SP:Iteration 61Q (154217.830000 sec): 3 clusters
  Score: Raw -3490324.952397 + Penalty 3467.032376 = -3486857.920020
  nChanged 9
		SP:Iteration 62Q (154218.120000 sec): 3 clusters
  Score: Raw -3490328.505223 + Penalty 3467.032376 = -3486861.472847
  nChanged 8
		SP:Iteration 63Q (154218.470000 sec): 3 clusters
  Score: Raw -3490330.667878 + Penalty 3467.032376 = -3486863.635502
  nChanged 10
		SP:Iteration 64Q (154218.780000 sec): 3 clusters
  Score: Raw -3490334.178278 + Penalty 3467.032376 = -3486867.145901
  nChanged 9
		SP:Iteration 65Q (154219.070000 sec): 3 clusters
  Score: Raw -3490337.061886 + Penalty 3467.032376 = -3486870.029509
  nChanged 6
		SP:Iteration 66Q (154219.390000 sec): 3 clusters
  Score: Raw -3490339.052575 + Penalty 3467.032376 = -3486872.020199
  nChanged 3
		SP:Iteration 67Q (154219.690000 sec): 3 clusters
  Score: Raw -3490339.463089 + Penalty 3467.032376 = -3486872.430713
  nChanged 1
		SP:Iteration 68Q (154220.040000 sec): 3 clusters
  Score: Raw -3490339.663762 + Penalty 3467.032376 = -3486872.631386
  nChanged 1
		SP:Iteration 69Q (154220.330000 sec): 3 clusters
  Score: Raw -3490339.807128 + Penalty 3467.032376 = -3486872.774752
  nChanged 1
		SP:Iteration 70Q (154220.630000 sec): 3 clusters
  Score: Raw -3490340.155083 + Penalty 3467.032376 = -3486873.122707
  nChanged 1
		SP:Iteration 71Q (154220.990000 sec): 3 clusters
  Score: Raw -3490340.680359 + Penalty 3467.032376 = -3486873.647983
  nChanged 1
		SP:Iteration 72Q (154221.280000 sec): 3 clusters
  Score: Raw -3490340.880181 + Penalty 3467.032376 = -3486873.847805
  nChanged 0
		SP:Iteration 73F (154221.640000 sec): 3 clusters
  Score: Raw -3490340.880181 + Penalty 3467.032376 = -3486873.847805
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 29 (904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154221.750000 sec): 2 clusters
  Score: Raw -77520.568573 + Penalty 1106.109771 = -76414.458802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154221.940000 sec): 3 clusters
  Score: Raw -77208.758506 + Penalty 2212.219542 = -74996.538964
  nChanged 265
		SP:Iteration 1F (154222.140000 sec): 3 clusters
  Score: Raw -77479.764322 + Penalty 2212.219542 = -75267.544780
  nChanged 78
		SP:Iteration 2F (154222.310000 sec): 3 clusters
  Score: Raw -77572.087697 + Penalty 2212.219542 = -75359.868155
  nChanged 45
		SP:Iteration 3Q (154222.530000 sec): 3 clusters
  Score: Raw -77623.198774 + Penalty 2212.219542 = -75410.979232
  nChanged 24
		SP:Iteration 4Q (154222.720000 sec): 3 clusters
  Score: Raw -77649.691995 + Penalty 2212.219542 = -75437.472453
  nChanged 21
		SP:Iteration 5Q (154222.870000 sec): 3 clusters
  Score: Raw -77674.073941 + Penalty 2212.219542 = -75461.854399
  nChanged 18
		SP:Iteration 6Q (154223.040000 sec): 3 clusters
  Score: Raw -77690.671031 + Penalty 2212.219542 = -75478.451489
  nChanged 8
		SP:Iteration 7Q (154223.220000 sec): 3 clusters
  Score: Raw -77696.714427 + Penalty 2212.219542 = -75484.494885
  nChanged 5
		SP:Iteration 8Q (154223.410000 sec): 3 clusters
  Score: Raw -77701.340981 + Penalty 2212.219542 = -75489.121439
  nChanged 10
		SP:Iteration 9Q (154223.590000 sec): 3 clusters
  Score: Raw -77715.371364 + Penalty 2212.219542 = -75503.151822
  nChanged 11
		SP:Iteration 10Q (154223.780000 sec): 3 clusters
  Score: Raw -77727.991681 + Penalty 2212.219542 = -75515.772139
  nChanged 18
		SP:Iteration 11Q (154223.970000 sec): 3 clusters
  Score: Raw -77752.966536 + Penalty 2212.219542 = -75540.746994
  nChanged 26
		SP:Iteration 12Q (154224.130000 sec): 3 clusters
  Score: Raw -77800.628626 + Penalty 2212.219542 = -75588.409084
  nChanged 29
		SP:Iteration 13Q (154224.300000 sec): 3 clusters
  Score: Raw -77861.433386 + Penalty 2212.219542 = -75649.213844
  nChanged 36
		SP:Iteration 14Q (154224.470000 sec): 3 clusters
  Score: Raw -77961.708430 + Penalty 2212.219542 = -75749.488888
  nChanged 43
		SP:Iteration 15Q (154224.700000 sec): 3 clusters
  Score: Raw -78148.733229 + Penalty 2212.219542 = -75936.513687
  nChanged 56
		SP:Iteration 16F (154224.880000 sec): 3 clusters
  Score: Raw -78563.269915 + Penalty 2212.219542 = -76351.050373
  nChanged 42
		SP:Iteration 17Q (154225.060000 sec): 3 clusters
  Score: Raw -79762.625036 + Penalty 2212.219542 = -77550.405494
  nChanged 4
		SP:Iteration 18Q (154225.250000 sec): 3 clusters
  Score: Raw -80002.159965 + Penalty 2212.219542 = -77789.940423
  nChanged 0
		SP:Iteration 19F (154225.450000 sec): 3 clusters
  Score: Raw -80002.159965 + Penalty 2212.219542 = -77789.940423
  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 10.71 GB.

 Trying to split cluster 30 (4019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154225.570000 sec): 2 clusters
  Score: Raw -301837.278723 + Penalty 1348.553114 = -300488.725608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154225.810000 sec): 3 clusters
  Score: Raw -299879.275568 + Penalty 2697.106228 = -297182.169340
  nChanged 1563
		SP:Iteration 1F (154225.990000 sec): 3 clusters
  Score: Raw -300891.614707 + Penalty 2697.106228 = -298194.508479
  nChanged 366
		SP:Iteration 2F (154226.170000 sec): 3 clusters
  Score: Raw -301204.172572 + Penalty 2697.106228 = -298507.066344
  nChanged 300
		SP:Iteration 3F (154226.360000 sec): 3 clusters
  Score: Raw -301515.525239 + Penalty 2697.106228 = -298818.419011
  nChanged 287
		SP:Iteration 4F (154226.590000 sec): 3 clusters
  Score: Raw -301764.516376 + Penalty 2697.106228 = -299067.410148
  nChanged 215
		SP:Iteration 5F (154226.740000 sec): 3 clusters
  Score: Raw -301942.098482 + Penalty 2697.106228 = -299244.992254
  nChanged 181
		SP:Iteration 6Q (154226.970000 sec): 3 clusters
  Score: Raw -302069.508690 + Penalty 2697.106228 = -299372.402462
  nChanged 134
		SP:Iteration 7Q (154227.150000 sec): 3 clusters
  Score: Raw -302139.214128 + Penalty 2697.106228 = -299442.107900
  nChanged 93
		SP:Iteration 8Q (154227.340000 sec): 3 clusters
  Score: Raw -302189.868626 + Penalty 2697.106228 = -299492.762398
  nChanged 76
		SP:Iteration 9Q (154227.530000 sec): 3 clusters
  Score: Raw -302223.395133 + Penalty 2697.106228 = -299526.288905
  nChanged 59
		SP:Iteration 10Q (154227.730000 sec): 3 clusters
  Score: Raw -302246.551356 + Penalty 2697.106228 = -299549.445128
  nChanged 46
		SP:Iteration 11Q (154227.920000 sec): 3 clusters
  Score: Raw -302259.170074 + Penalty 2697.106228 = -299562.063846
  nChanged 29
		SP:Iteration 12Q (154228.060000 sec): 3 clusters
  Score: Raw -302270.513931 + Penalty 2697.106228 = -299573.407703
  nChanged 24
		SP:Iteration 13Q (154228.270000 sec): 3 clusters
  Score: Raw -302277.160986 + Penalty 2697.106228 = -299580.054758
  nChanged 17
		SP:Iteration 14Q (154228.450000 sec): 3 clusters
  Score: Raw -302283.005173 + Penalty 2697.106228 = -299585.898945
  nChanged 21
		SP:Iteration 15Q (154228.610000 sec): 3 clusters
  Score: Raw -302290.457129 + Penalty 2697.106228 = -299593.350901
  nChanged 16
		SP:Iteration 16Q (154228.850000 sec): 3 clusters
  Score: Raw -302294.537908 + Penalty 2697.106228 = -299597.431680
  nChanged 13
		SP:Iteration 17Q (154229.090000 sec): 3 clusters
  Score: Raw -302297.702520 + Penalty 2697.106228 = -299600.596292
  nChanged 12
		SP:Iteration 18Q (154229.280000 sec): 3 clusters
  Score: Raw -302301.558089 + Penalty 2697.106228 = -299604.451861
  nChanged 13
		SP:Iteration 19Q (154229.480000 sec): 3 clusters
  Score: Raw -302304.592217 + Penalty 2697.106228 = -299607.485989
  nChanged 6
		SP:Iteration 20F (154229.650000 sec): 3 clusters
  Score: Raw -302306.081063 + Penalty 2697.106228 = -299608.974835
  nChanged 7
		SP:Iteration 21Q (154229.860000 sec): 3 clusters
  Score: Raw -302307.460473 + Penalty 2697.106228 = -299610.354245
  nChanged 4
		SP:Iteration 22Q (154230.080000 sec): 3 clusters
  Score: Raw -302308.162680 + Penalty 2697.106228 = -299611.056452
  nChanged 3
		SP:Iteration 23Q (154230.280000 sec): 3 clusters
  Score: Raw -302309.592508 + Penalty 2697.106228 = -299612.486280
  nChanged 5
		SP:Iteration 24Q (154230.490000 sec): 3 clusters
  Score: Raw -302310.897976 + Penalty 2697.106228 = -299613.791748
  nChanged 6
		SP:Iteration 25Q (154230.690000 sec): 3 clusters
  Score: Raw -302312.140474 + Penalty 2697.106228 = -299615.034246
  nChanged 3
		SP:Iteration 26Q (154230.880000 sec): 3 clusters
  Score: Raw -302312.790928 + Penalty 2697.106228 = -299615.684699
  nChanged 4
		SP:Iteration 27Q (154231.050000 sec): 3 clusters
  Score: Raw -302313.585669 + Penalty 2697.106228 = -299616.479441
  nChanged 4
		SP:Iteration 28Q (154231.230000 sec): 3 clusters
  Score: Raw -302314.370668 + Penalty 2697.106228 = -299617.264440
  nChanged 6
		SP:Iteration 29Q (154231.400000 sec): 3 clusters
  Score: Raw -302315.366936 + Penalty 2697.106228 = -299618.260708
  nChanged 3
		SP:Iteration 30Q (154231.590000 sec): 3 clusters
  Score: Raw -302315.676939 + Penalty 2697.106228 = -299618.570711
  nChanged 1
		SP:Iteration 31Q (154231.810000 sec): 3 clusters
  Score: Raw -302315.827275 + Penalty 2697.106228 = -299618.721047
  nChanged 0
		SP:Iteration 32F (154232.020000 sec): 3 clusters
  Score: Raw -302315.827275 + Penalty 2697.106228 = -299618.721047
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 31 (69980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154232.400000 sec): 2 clusters
  Score: Raw -6207820.782468 + Penalty 1812.844274 = -6206007.938194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154232.870000 sec): 3 clusters
  Score: Raw -6162784.974165 + Penalty 3625.688549 = -6159159.285616
  nChanged 33188
		SP:Iteration 1F (154233.330000 sec): 3 clusters
  Score: Raw -6182087.385552 + Penalty 3625.688549 = -6178461.697003
  nChanged 2578
		SP:Iteration 2Q (154233.770000 sec): 3 clusters
  Score: Raw -6182849.817506 + Penalty 3625.688549 = -6179224.128957
  nChanged 2704
		SP:Iteration 3Q (154234.270000 sec): 3 clusters
  Score: Raw -6183729.464869 + Penalty 3625.688549 = -6180103.776320
  nChanged 2843
		SP:Iteration 4Q (154234.760000 sec): 3 clusters
  Score: Raw -6184722.467638 + Penalty 3625.688549 = -6181096.779090
  nChanged 2906
		SP:Iteration 5Q (154235.310000 sec): 3 clusters
  Score: Raw -6185807.163729 + Penalty 3625.688549 = -6182181.475180
  nChanged 3093
		SP:Iteration 6Q (154235.830000 sec): 3 clusters
  Score: Raw -6187079.855720 + Penalty 3625.688549 = -6183454.167171
  nChanged 3226
		SP:Iteration 7Q (154236.350000 sec): 3 clusters
  Score: Raw -6188524.055661 + Penalty 3625.688549 = -6184898.367112
  nChanged 3317
		SP:Iteration 8Q (154236.880000 sec): 3 clusters
  Score: Raw -6190178.029327 + Penalty 3625.688549 = -6186552.340778
  nChanged 3493
		SP:Iteration 9Q (154237.400000 sec): 3 clusters
  Score: Raw -6192138.890860 + Penalty 3625.688549 = -6188513.202311
  nChanged 3493
		SP:Iteration 10Q (154237.890000 sec): 3 clusters
  Score: Raw -6194208.270467 + Penalty 3625.688549 = -6190582.581918
  nChanged 3230
		SP:Iteration 11Q (154238.390000 sec): 3 clusters
  Score: Raw -6196034.615579 + Penalty 3625.688549 = -6192408.927030
  nChanged 2780
		SP:Iteration 12Q (154238.850000 sec): 3 clusters
  Score: Raw -6197371.791878 + Penalty 3625.688549 = -6193746.103329
  nChanged 2153
		SP:Iteration 13Q (154239.300000 sec): 3 clusters
  Score: Raw -6198146.079290 + Penalty 3625.688549 = -6194520.390741
  nChanged 1581
		SP:Iteration 14Q (154239.710000 sec): 3 clusters
  Score: Raw -6198591.344424 + Penalty 3625.688549 = -6194965.655876
  nChanged 1174
		SP:Iteration 15Q (154240.130000 sec): 3 clusters
  Score: Raw -6198892.172589 + Penalty 3625.688549 = -6195266.484040
  nChanged 972
		SP:Iteration 16Q (154240.650000 sec): 3 clusters
  Score: Raw -6199136.889704 + Penalty 3625.688549 = -6195511.201155
  nChanged 860
		SP:Iteration 17Q (154241.140000 sec): 3 clusters
  Score: Raw -6199369.719931 + Penalty 3625.688549 = -6195744.031382
  nChanged 841
		SP:Iteration 18Q (154241.630000 sec): 3 clusters
  Score: Raw -6199599.066809 + Penalty 3625.688549 = -6195973.378260
  nChanged 839
		SP:Iteration 19Q (154242.120000 sec): 3 clusters
  Score: Raw -6199801.346382 + Penalty 3625.688549 = -6196175.657833
  nChanged 820
		SP:Iteration 20F (154242.570000 sec): 3 clusters
  Score: Raw -6200005.024147 + Penalty 3625.688549 = -6196379.335598
  nChanged 865
		SP:Iteration 21Q (154243.110000 sec): 3 clusters
  Score: Raw -6200213.261256 + Penalty 3625.688549 = -6196587.572707
  nChanged 862
		SP:Iteration 22Q (154243.610000 sec): 3 clusters
  Score: Raw -6200420.598617 + Penalty 3625.688549 = -6196794.910068
  nChanged 892
		SP:Iteration 23Q (154244.150000 sec): 3 clusters
  Score: Raw -6200653.783020 + Penalty 3625.688549 = -6197028.094471
  nChanged 908
		SP:Iteration 24Q (154244.670000 sec): 3 clusters
  Score: Raw -6200906.491056 + Penalty 3625.688549 = -6197280.802507
  nChanged 1011
		SP:Iteration 25Q (154245.200000 sec): 3 clusters
  Score: Raw -6201212.879270 + Penalty 3625.688549 = -6197587.190721
  nChanged 1065
		SP:Iteration 26Q (154245.710000 sec): 3 clusters
  Score: Raw -6201538.840075 + Penalty 3625.688549 = -6197913.151526
  nChanged 1046
		SP:Iteration 27Q (154246.240000 sec): 3 clusters
  Score: Raw -6201869.749406 + Penalty 3625.688549 = -6198244.060857
  nChanged 1117
		SP:Iteration 28Q (154246.730000 sec): 3 clusters
  Score: Raw -6202245.374341 + Penalty 3625.688549 = -6198619.685792
  nChanged 1101
		SP:Iteration 29Q (154247.300000 sec): 3 clusters
  Score: Raw -6202622.310314 + Penalty 3625.688549 = -6198996.621765
  nChanged 1077
		SP:Iteration 30Q (154247.750000 sec): 3 clusters
  Score: Raw -6202992.903121 + Penalty 3625.688549 = -6199367.214572
  nChanged 1063
		SP:Iteration 31Q (154248.280000 sec): 3 clusters
  Score: Raw -6203383.473732 + Penalty 3625.688549 = -6199757.785183
  nChanged 1099
		SP:Iteration 32Q (154248.770000 sec): 3 clusters
  Score: Raw -6203815.684124 + Penalty 3625.688549 = -6200189.995575
  nChanged 1077
		SP:Iteration 33Q (154249.300000 sec): 3 clusters
  Score: Raw -6204277.211767 + Penalty 3625.688549 = -6200651.523218
  nChanged 1064
		SP:Iteration 34Q (154249.810000 sec): 3 clusters
  Score: Raw -6204746.815806 + Penalty 3625.688549 = -6201121.127257
  nChanged 1022
		SP:Iteration 35Q (154250.380000 sec): 3 clusters
  Score: Raw -6205205.915101 + Penalty 3625.688549 = -6201580.226552
  nChanged 977
		SP:Iteration 36Q (154250.880000 sec): 3 clusters
  Score: Raw -6205651.994690 + Penalty 3625.688549 = -6202026.306141
  nChanged 884
		SP:Iteration 37Q (154251.380000 sec): 3 clusters
  Score: Raw -6206049.292891 + Penalty 3625.688549 = -6202423.604342
  nChanged 804
		SP:Iteration 38Q (154251.810000 sec): 3 clusters
  Score: Raw -6206403.830184 + Penalty 3625.688549 = -6202778.141636
  nChanged 732
		SP:Iteration 39Q (154252.190000 sec): 3 clusters
  Score: Raw -6206717.385491 + Penalty 3625.688549 = -6203091.696942
  nChanged 634
		SP:Iteration 40F (154252.610000 sec): 3 clusters
  Score: Raw -6207002.843131 + Penalty 3625.688549 = -6203377.154582
  nChanged 548
		SP:Iteration 41Q (154253.080000 sec): 3 clusters
  Score: Raw -6207260.285771 + Penalty 3625.688549 = -6203634.597222
  nChanged 475
		SP:Iteration 42Q (154253.550000 sec): 3 clusters
  Score: Raw -6207473.513965 + Penalty 3625.688549 = -6203847.825416
  nChanged 380
		SP:Iteration 43Q (154254.030000 sec): 3 clusters
  Score: Raw -6207637.563136 + Penalty 3625.688549 = -6204011.874587
  nChanged 329
		SP:Iteration 44Q (154254.440000 sec): 3 clusters
  Score: Raw -6207772.867508 + Penalty 3625.688549 = -6204147.178959
  nChanged 262
		SP:Iteration 45Q (154254.900000 sec): 3 clusters
  Score: Raw -6207873.303330 + Penalty 3625.688549 = -6204247.614781
  nChanged 214
		SP:Iteration 46Q (154255.400000 sec): 3 clusters
  Score: Raw -6207952.375129 + Penalty 3625.688549 = -6204326.686581
  nChanged 166
		SP:Iteration 47Q (154255.830000 sec): 3 clusters
  Score: Raw -6208021.569060 + Penalty 3625.688549 = -6204395.880511
  nChanged 142
		SP:Iteration 48Q (154256.280000 sec): 3 clusters
  Score: Raw -6208078.892572 + Penalty 3625.688549 = -6204453.204023
  nChanged 125
		SP:Iteration 49Q (154256.740000 sec): 3 clusters
  Score: Raw -6208127.483184 + Penalty 3625.688549 = -6204501.794635
  nChanged 94
		SP:Iteration 50Q (154257.140000 sec): 3 clusters
  Score: Raw -6208162.005631 + Penalty 3625.688549 = -6204536.317082
  nChanged 89
		SP:Iteration 51Q (154257.540000 sec): 3 clusters
  Score: Raw -6208193.319506 + Penalty 3625.688549 = -6204567.630957
  nChanged 75
		SP:Iteration 52Q (154257.970000 sec): 3 clusters
  Score: Raw -6208219.152916 + Penalty 3625.688549 = -6204593.464367
  nChanged 66
		SP:Iteration 53Q (154258.420000 sec): 3 clusters
  Score: Raw -6208241.873199 + Penalty 3625.688549 = -6204616.184651
  nChanged 58
		SP:Iteration 54Q (154258.870000 sec): 3 clusters
  Score: Raw -6208259.936978 + Penalty 3625.688549 = -6204634.248429
  nChanged 46
		SP:Iteration 55Q (154259.330000 sec): 3 clusters
  Score: Raw -6208273.237988 + Penalty 3625.688549 = -6204647.549439
  nChanged 37
		SP:Iteration 56Q (154259.760000 sec): 3 clusters
  Score: Raw -6208283.089148 + Penalty 3625.688549 = -6204657.400599
  nChanged 30
		SP:Iteration 57Q (154260.210000 sec): 3 clusters
  Score: Raw -6208292.269462 + Penalty 3625.688549 = -6204666.580913
  nChanged 26
		SP:Iteration 58Q (154260.670000 sec): 3 clusters
  Score: Raw -6208300.433545 + Penalty 3625.688549 = -6204674.744996
  nChanged 21
		SP:Iteration 59Q (154261.130000 sec): 3 clusters
  Score: Raw -6208307.306392 + Penalty 3625.688549 = -6204681.617843
  nChanged 19
		SP:Iteration 60F (154261.590000 sec): 3 clusters
  Score: Raw -6208312.484656 + Penalty 3625.688549 = -6204686.796107
  nChanged 17
		SP:Iteration 61Q (154262.010000 sec): 3 clusters
  Score: Raw -6208317.356498 + Penalty 3625.688549 = -6204691.667950
  nChanged 19
		SP:Iteration 62Q (154262.470000 sec): 3 clusters
  Score: Raw -6208323.297755 + Penalty 3625.688549 = -6204697.609207
  nChanged 19
		SP:Iteration 63Q (154262.900000 sec): 3 clusters
  Score: Raw -6208328.805177 + Penalty 3625.688549 = -6204703.116628
  nChanged 11
		SP:Iteration 64Q (154263.320000 sec): 3 clusters
  Score: Raw -6208331.133369 + Penalty 3625.688549 = -6204705.444820
  nChanged 7
		SP:Iteration 65Q (154263.770000 sec): 3 clusters
  Score: Raw -6208332.695817 + Penalty 3625.688549 = -6204707.007268
  nChanged 6
		SP:Iteration 66Q (154264.190000 sec): 3 clusters
  Score: Raw -6208334.457549 + Penalty 3625.688549 = -6204708.769000
  nChanged 5
		SP:Iteration 67Q (154264.660000 sec): 3 clusters
  Score: Raw -6208336.183907 + Penalty 3625.688549 = -6204710.495358
  nChanged 6
		SP:Iteration 68Q (154265.070000 sec): 3 clusters
  Score: Raw -6208337.515015 + Penalty 3625.688549 = -6204711.826466
  nChanged 5
		SP:Iteration 69Q (154265.540000 sec): 3 clusters
  Score: Raw -6208338.905845 + Penalty 3625.688549 = -6204713.217296
  nChanged 5
		SP:Iteration 70Q (154265.930000 sec): 3 clusters
  Score: Raw -6208340.000369 + Penalty 3625.688549 = -6204714.311820
  nChanged 6
		SP:Iteration 71Q (154266.350000 sec): 3 clusters
  Score: Raw -6208341.654647 + Penalty 3625.688549 = -6204715.966098
  nChanged 6
		SP:Iteration 72Q (154266.770000 sec): 3 clusters
  Score: Raw -6208344.080951 + Penalty 3625.688549 = -6204718.392402
  nChanged 12
		SP:Iteration 73Q (154267.210000 sec): 3 clusters
  Score: Raw -6208347.870322 + Penalty 3625.688549 = -6204722.181773
  nChanged 7
		SP:Iteration 74Q (154267.710000 sec): 3 clusters
  Score: Raw -6208349.541162 + Penalty 3625.688549 = -6204723.852613
  nChanged 5
		SP:Iteration 75Q (154268.130000 sec): 3 clusters
  Score: Raw -6208350.536828 + Penalty 3625.688549 = -6204724.848279
  nChanged 5
		SP:Iteration 76Q (154268.590000 sec): 3 clusters
  Score: Raw -6208351.546639 + Penalty 3625.688549 = -6204725.858090
  nChanged 2
		SP:Iteration 77Q (154269.050000 sec): 3 clusters
  Score: Raw -6208351.816910 + Penalty 3625.688549 = -6204726.128361
  nChanged 2
		SP:Iteration 78Q (154269.480000 sec): 3 clusters
  Score: Raw -6208352.671574 + Penalty 3625.688549 = -6204726.983025
  nChanged 4
		SP:Iteration 79Q (154269.970000 sec): 3 clusters
  Score: Raw -6208353.630073 + Penalty 3625.688549 = -6204727.941525
  nChanged 7
		SP:Iteration 80F (154270.530000 sec): 3 clusters
  Score: Raw -6208355.307158 + Penalty 3625.688549 = -6204729.618609
  nChanged 7
		SP:Iteration 81Q (154270.980000 sec): 3 clusters
  Score: Raw -6208356.567857 + Penalty 3625.688549 = -6204730.879308
  nChanged 5
		SP:Iteration 82Q (154271.480000 sec): 3 clusters
  Score: Raw -6208357.828211 + Penalty 3625.688549 = -6204732.139662
  nChanged 8
		SP:Iteration 83Q (154272.010000 sec): 3 clusters
  Score: Raw -6208359.911842 + Penalty 3625.688549 = -6204734.223293
  nChanged 7
		SP:Iteration 84Q (154272.520000 sec): 3 clusters
  Score: Raw -6208361.466246 + Penalty 3625.688549 = -6204735.777697
  nChanged 4
		SP:Iteration 85Q (154272.980000 sec): 3 clusters
  Score: Raw -6208362.835656 + Penalty 3625.688549 = -6204737.147108
  nChanged 4
		SP:Iteration 86Q (154273.430000 sec): 3 clusters
  Score: Raw -6208364.113136 + Penalty 3625.688549 = -6204738.424587
  nChanged 6
		SP:Iteration 87Q (154273.940000 sec): 3 clusters
  Score: Raw -6208366.068072 + Penalty 3625.688549 = -6204740.379523
  nChanged 4
		SP:Iteration 88Q (154274.430000 sec): 3 clusters
  Score: Raw -6208367.126019 + Penalty 3625.688549 = -6204741.437470
  nChanged 6
		SP:Iteration 89Q (154274.930000 sec): 3 clusters
  Score: Raw -6208369.264868 + Penalty 3625.688549 = -6204743.576319
  nChanged 4
		SP:Iteration 90Q (154275.410000 sec): 3 clusters
  Score: Raw -6208370.605971 + Penalty 3625.688549 = -6204744.917422
  nChanged 1
		SP:Iteration 91Q (154275.860000 sec): 3 clusters
  Score: Raw -6208370.977719 + Penalty 3625.688549 = -6204745.289171
  nChanged 1
		SP:Iteration 92Q (154276.340000 sec): 3 clusters
  Score: Raw -6208371.199010 + Penalty 3625.688549 = -6204745.510461
  nChanged 0
		SP:Iteration 93F (154276.830000 sec): 3 clusters
  Score: Raw -6208371.199010 + Penalty 3625.688549 = -6204745.510461
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 32 (2181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154276.950000 sec): 2 clusters
  Score: Raw -177650.479822 + Penalty 1249.225050 = -176401.254773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154277.160000 sec): 3 clusters
  Score: Raw -176693.597530 + Penalty 2498.450099 = -174195.147431
  nChanged 789
		SP:Iteration 1F (154277.380000 sec): 3 clusters
  Score: Raw -177149.567505 + Penalty 2498.450099 = -174651.117406
  nChanged 172
		SP:Iteration 2F (154277.590000 sec): 3 clusters
  Score: Raw -177270.391411 + Penalty 2498.450099 = -174771.941312
  nChanged 113
		SP:Iteration 3F (154277.760000 sec): 3 clusters
  Score: Raw -177343.934173 + Penalty 2498.450099 = -174845.484074
  nChanged 80
		SP:Iteration 4Q (154277.910000 sec): 3 clusters
  Score: Raw -177396.671967 + Penalty 2498.450099 = -174898.221868
  nChanged 60
		SP:Iteration 5Q (154278.140000 sec): 3 clusters
  Score: Raw -177439.283329 + Penalty 2498.450099 = -174940.833230
  nChanged 63
		SP:Iteration 6Q (154278.290000 sec): 3 clusters
  Score: Raw -177490.513103 + Penalty 2498.450099 = -174992.063004
  nChanged 81
		SP:Iteration 7Q (154278.550000 sec): 3 clusters
  Score: Raw -177564.528735 + Penalty 2498.450099 = -175066.078636
  nChanged 78
		SP:Iteration 8Q (154278.730000 sec): 3 clusters
  Score: Raw -177645.829958 + Penalty 2498.450099 = -175147.379859
  nChanged 76
		SP:Iteration 9Q (154278.900000 sec): 3 clusters
  Score: Raw -177710.454371 + Penalty 2498.450099 = -175212.004272
  nChanged 72
		SP:Iteration 10Q (154279.090000 sec): 3 clusters
  Score: Raw -177781.817218 + Penalty 2498.450099 = -175283.367119
  nChanged 68
		SP:Iteration 11Q (154279.310000 sec): 3 clusters
  Score: Raw -177841.876252 + Penalty 2498.450099 = -175343.426153
  nChanged 58
		SP:Iteration 12Q (154279.550000 sec): 3 clusters
  Score: Raw -177902.820947 + Penalty 2498.450099 = -175404.370848
  nChanged 50
		SP:Iteration 13Q (154279.710000 sec): 3 clusters
  Score: Raw -177953.154707 + Penalty 2498.450099 = -175454.704608
  nChanged 40
		SP:Iteration 14Q (154279.930000 sec): 3 clusters
  Score: Raw -177991.666796 + Penalty 2498.450099 = -175493.216697
  nChanged 32
		SP:Iteration 15Q (154280.120000 sec): 3 clusters
  Score: Raw -178026.629782 + Penalty 2498.450099 = -175528.179683
  nChanged 33
		SP:Iteration 16Q (154280.300000 sec): 3 clusters
  Score: Raw -178055.864818 + Penalty 2498.450099 = -175557.414719
  nChanged 19
		SP:Iteration 17Q (154280.510000 sec): 3 clusters
  Score: Raw -178071.912548 + Penalty 2498.450099 = -175573.462449
  nChanged 21
		SP:Iteration 18Q (154280.710000 sec): 3 clusters
  Score: Raw -178086.740741 + Penalty 2498.450099 = -175588.290642
  nChanged 11
		SP:Iteration 19Q (154280.890000 sec): 3 clusters
  Score: Raw -178097.714048 + Penalty 2498.450099 = -175599.263949
  nChanged 16
		SP:Iteration 20F (154281.080000 sec): 3 clusters
  Score: Raw -178120.083937 + Penalty 2498.450099 = -175621.633838
  nChanged 19
		SP:Iteration 21Q (154281.290000 sec): 3 clusters
  Score: Raw -178140.128850 + Penalty 2498.450099 = -175641.678751
  nChanged 16
		SP:Iteration 22Q (154281.460000 sec): 3 clusters
  Score: Raw -178153.726205 + Penalty 2498.450099 = -175655.276106
  nChanged 8
		SP:Iteration 23Q (154281.700000 sec): 3 clusters
  Score: Raw -178161.972149 + Penalty 2498.450099 = -175663.522050
  nChanged 8
		SP:Iteration 24Q (154281.880000 sec): 3 clusters
  Score: Raw -178166.815645 + Penalty 2498.450099 = -175668.365546
  nChanged 9
		SP:Iteration 25Q (154282.080000 sec): 3 clusters
  Score: Raw -178171.633124 + Penalty 2498.450099 = -175673.183025
  nChanged 2
		SP:Iteration 26Q (154282.230000 sec): 3 clusters
  Score: Raw -178173.648649 + Penalty 2498.450099 = -175675.198550
  nChanged 3
		SP:Iteration 27Q (154282.420000 sec): 3 clusters
  Score: Raw -178176.446752 + Penalty 2498.450099 = -175677.996653
  nChanged 4
		SP:Iteration 28Q (154282.620000 sec): 3 clusters
  Score: Raw -178178.121379 + Penalty 2498.450099 = -175679.671280
  nChanged 3
		SP:Iteration 29Q (154282.820000 sec): 3 clusters
  Score: Raw -178179.902236 + Penalty 2498.450099 = -175681.452137
  nChanged 4
		SP:Iteration 30Q (154283.020000 sec): 3 clusters
  Score: Raw -178181.878755 + Penalty 2498.450099 = -175683.428656
  nChanged 2
		SP:Iteration 31Q (154283.240000 sec): 3 clusters
  Score: Raw -178183.448279 + Penalty 2498.450099 = -175684.998180
  nChanged 2
		SP:Iteration 32Q (154283.400000 sec): 3 clusters
  Score: Raw -178184.585936 + Penalty 2498.450099 = -175686.135837
  nChanged 1
		SP:Iteration 33Q (154283.570000 sec): 3 clusters
  Score: Raw -178186.145717 + Penalty 2498.450099 = -175687.695618
  nChanged 1
		SP:Iteration 34Q (154283.780000 sec): 3 clusters
  Score: Raw -178186.804261 + Penalty 2498.450099 = -175688.354162
  nChanged 3
		SP:Iteration 35Q (154283.920000 sec): 3 clusters
  Score: Raw -178187.742581 + Penalty 2498.450099 = -175689.292482
  nChanged 0
		SP:Iteration 36F (154284.110000 sec): 3 clusters
  Score: Raw -178187.742581 + Penalty 2498.450099 = -175689.292482
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 33 (422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154284.210000 sec): 2 clusters
  Score: Raw -34830.691301 + Penalty 982.313364 = -33848.377937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154284.390000 sec): 3 clusters
  Score: Raw -34814.419402 + Penalty 1964.626727 = -32849.792675
  nChanged 88
		SP:Iteration 1F (154284.580000 sec): 3 clusters
  Score: Raw -34962.505221 + Penalty 1964.626727 = -32997.878493
  nChanged 20
		SP:Iteration 2Q (154284.740000 sec): 3 clusters
  Score: Raw -34997.595692 + Penalty 1964.626727 = -33032.968965
  nChanged 14
		SP:Iteration 3Q (154284.900000 sec): 3 clusters
  Score: Raw -35021.713090 + Penalty 1964.626727 = -33057.086363
  nChanged 11
		SP:Iteration 4Q (154285.100000 sec): 3 clusters
  Score: Raw -35044.833618 + Penalty 1964.626727 = -33080.206891
  nChanged 14
		SP:Iteration 5Q (154285.300000 sec): 3 clusters
  Score: Raw -35076.928156 + Penalty 1964.626727 = -33112.301429
  nChanged 10
		SP:Iteration 6Q (154285.470000 sec): 3 clusters
  Score: Raw -35112.760905 + Penalty 1964.626727 = -33148.134178
  nChanged 10
		SP:Iteration 7Q (154285.670000 sec): 3 clusters
  Score: Raw -35145.891124 + Penalty 1964.626727 = -33181.264397
  nChanged 10
		SP:Iteration 8Q (154285.880000 sec): 3 clusters
  Score: Raw -35182.882099 + Penalty 1964.626727 = -33218.255372
  nChanged 9
		SP:Iteration 9Q (154286.040000 sec): 3 clusters
  Score: Raw -35212.634366 + Penalty 1964.626727 = -33248.007639
  nChanged 8
		SP:Iteration 10Q (154286.200000 sec): 3 clusters
  Score: Raw -35235.939230 + Penalty 1964.626727 = -33271.312503
  nChanged 8
		SP:Iteration 11Q (154286.370000 sec): 3 clusters
  Score: Raw -35261.953012 + Penalty 1964.626727 = -33297.326285
  nChanged 4
		SP:Iteration 12Q (154286.550000 sec): 3 clusters
  Score: Raw -35272.809663 + Penalty 1964.626727 = -33308.182936
  nChanged 7
		SP:Iteration 13Q (154286.730000 sec): 3 clusters
  Score: Raw -35298.396710 + Penalty 1964.626727 = -33333.769983
  nChanged 6
		SP:Iteration 14Q (154286.940000 sec): 3 clusters
  Score: Raw -35318.989260 + Penalty 1964.626727 = -33354.362533
  nChanged 5
		SP:Iteration 15Q (154287.120000 sec): 3 clusters
  Score: Raw -35347.851973 + Penalty 1964.626727 = -33383.225246
  nChanged 6
		SP:Iteration 16Q (154287.330000 sec): 3 clusters
  Score: Raw -35368.794499 + Penalty 1964.626727 = -33404.167772
  nChanged 3
		SP:Iteration 17Q (154287.500000 sec): 3 clusters
  Score: Raw -35376.812534 + Penalty 1964.626727 = -33412.185807
  nChanged 4
		SP:Iteration 18Q (154287.720000 sec): 3 clusters
  Score: Raw -35387.490394 + Penalty 1964.626727 = -33422.863667
  nChanged 6
		SP:Iteration 19Q (154287.880000 sec): 3 clusters
  Score: Raw -35412.638446 + Penalty 1964.626727 = -33448.011719
  nChanged 9
		SP:Iteration 20F (154288.050000 sec): 3 clusters
  Score: Raw -35450.890202 + Penalty 1964.626727 = -33486.263475
  nChanged 8
		SP:Iteration 21Q (154288.230000 sec): 3 clusters
  Score: Raw -35495.140851 + Penalty 1964.626727 = -33530.514124
  nChanged 7
		SP:Iteration 22Q (154288.420000 sec): 3 clusters
  Score: Raw -35558.261513 + Penalty 1964.626727 = -33593.634786
  nChanged 9
		SP:Iteration 23Q (154288.620000 sec): 3 clusters
  Score: Raw -35717.869548 + Penalty 1964.626727 = -33753.242820
  nChanged 9
		SP:Iteration 24Q (154288.810000 sec): 3 clusters
  Score: Raw -35879.269417 + Penalty 1964.626727 = -33914.642690
  nChanged 6
		SP:Iteration 25Q (154289.020000 sec): 3 clusters
  Score: Raw -36173.032363 + Penalty 1964.626727 = -34208.405635
  nChanged 3
		SP:Iteration 26Q (154289.170000 sec): 3 clusters
  Score: Raw -36190.030259 + Penalty 1964.626727 = -34225.403532
  nChanged 1
		SP:Iteration 27Q (154289.390000 sec): 3 clusters
  Score: Raw -36196.099058 + Penalty 1964.626727 = -34231.472331
  nChanged 1
		SP:Iteration 28Q (154289.550000 sec): 3 clusters
  Score: Raw -36200.149111 + Penalty 1964.626727 = -34235.522384
  nChanged 0
		SP:Iteration 29F (154289.740000 sec): 3 clusters
  Score: Raw -36200.149111 + Penalty 1964.626727 = -34235.522384
  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 10.71 GB.

 Trying to split cluster 34 (9369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154289.870000 sec): 2 clusters
  Score: Raw -752468.520382 + Penalty 1486.088767 = -750982.431615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154290.110000 sec): 3 clusters
  Score: Raw -747234.968840 + Penalty 2972.177535 = -744262.791305
  nChanged 3994
		SP:Iteration 1F (154290.320000 sec): 3 clusters
  Score: Raw -749368.670456 + Penalty 2972.177535 = -746396.492921
  nChanged 581
		SP:Iteration 2F (154290.580000 sec): 3 clusters
  Score: Raw -749638.380935 + Penalty 2972.177535 = -746666.203400
  nChanged 489
		SP:Iteration 3F (154290.760000 sec): 3 clusters
  Score: Raw -749900.395772 + Penalty 2972.177535 = -746928.218237
  nChanged 497
		SP:Iteration 4F (154291.030000 sec): 3 clusters
  Score: Raw -750182.033534 + Penalty 2972.177535 = -747209.855999
  nChanged 460
		SP:Iteration 5Q (154291.210000 sec): 3 clusters
  Score: Raw -750466.826263 + Penalty 2972.177535 = -747494.648728
  nChanged 432
		SP:Iteration 6Q (154291.390000 sec): 3 clusters
  Score: Raw -750759.128434 + Penalty 2972.177535 = -747786.950899
  nChanged 411
		SP:Iteration 7Q (154291.630000 sec): 3 clusters
  Score: Raw -751050.472258 + Penalty 2972.177535 = -748078.294723
  nChanged 370
		SP:Iteration 8Q (154291.850000 sec): 3 clusters
  Score: Raw -751290.626444 + Penalty 2972.177535 = -748318.448909
  nChanged 298
		SP:Iteration 9Q (154292.090000 sec): 3 clusters
  Score: Raw -751460.971472 + Penalty 2972.177535 = -748488.793937
  nChanged 240
		SP:Iteration 10Q (154292.310000 sec): 3 clusters
  Score: Raw -751574.991449 + Penalty 2972.177535 = -748602.813914
  nChanged 207
		SP:Iteration 11Q (154292.530000 sec): 3 clusters
  Score: Raw -751663.553465 + Penalty 2972.177535 = -748691.375930
  nChanged 147
		SP:Iteration 12Q (154292.740000 sec): 3 clusters
  Score: Raw -751726.826215 + Penalty 2972.177535 = -748754.648680
  nChanged 136
		SP:Iteration 13Q (154292.990000 sec): 3 clusters
  Score: Raw -751789.096630 + Penalty 2972.177535 = -748816.919095
  nChanged 127
		SP:Iteration 14Q (154293.200000 sec): 3 clusters
  Score: Raw -751838.374456 + Penalty 2972.177535 = -748866.196922
  nChanged 117
		SP:Iteration 15Q (154293.400000 sec): 3 clusters
  Score: Raw -751893.601105 + Penalty 2972.177535 = -748921.423570
  nChanged 116
		SP:Iteration 16Q (154293.590000 sec): 3 clusters
  Score: Raw -751948.679376 + Penalty 2972.177535 = -748976.501841
  nChanged 114
		SP:Iteration 17Q (154293.800000 sec): 3 clusters
  Score: Raw -752009.024963 + Penalty 2972.177535 = -749036.847428
  nChanged 106
		SP:Iteration 18Q (154294.020000 sec): 3 clusters
  Score: Raw -752063.648515 + Penalty 2972.177535 = -749091.470980
  nChanged 119
		SP:Iteration 19Q (154294.260000 sec): 3 clusters
  Score: Raw -752119.921671 + Penalty 2972.177535 = -749147.744136
  nChanged 101
		SP:Iteration 20F (154294.530000 sec): 3 clusters
  Score: Raw -752170.614957 + Penalty 2972.177535 = -749198.437422
  nChanged 93
		SP:Iteration 21Q (154294.770000 sec): 3 clusters
  Score: Raw -752209.031307 + Penalty 2972.177535 = -749236.853773
  nChanged 72
		SP:Iteration 22Q (154294.970000 sec): 3 clusters
  Score: Raw -752242.968231 + Penalty 2972.177535 = -749270.790696
  nChanged 75
		SP:Iteration 23Q (154295.170000 sec): 3 clusters
  Score: Raw -752276.138113 + Penalty 2972.177535 = -749303.960578
  nChanged 70
		SP:Iteration 24Q (154295.410000 sec): 3 clusters
  Score: Raw -752303.661643 + Penalty 2972.177535 = -749331.484108
  nChanged 64
		SP:Iteration 25Q (154295.670000 sec): 3 clusters
  Score: Raw -752331.759090 + Penalty 2972.177535 = -749359.581555
  nChanged 54
		SP:Iteration 26Q (154295.950000 sec): 3 clusters
  Score: Raw -752356.916585 + Penalty 2972.177535 = -749384.739050
  nChanged 44
		SP:Iteration 27Q (154296.200000 sec): 3 clusters
  Score: Raw -752378.305289 + Penalty 2972.177535 = -749406.127754
  nChanged 49
		SP:Iteration 28Q (154296.390000 sec): 3 clusters
  Score: Raw -752412.023441 + Penalty 2972.177535 = -749439.845906
  nChanged 52
		SP:Iteration 29Q (154296.630000 sec): 3 clusters
  Score: Raw -752444.248159 + Penalty 2972.177535 = -749472.070624
  nChanged 54
		SP:Iteration 30Q (154296.820000 sec): 3 clusters
  Score: Raw -752480.080068 + Penalty 2972.177535 = -749507.902533
  nChanged 48
		SP:Iteration 31Q (154297.050000 sec): 3 clusters
  Score: Raw -752506.883030 + Penalty 2972.177535 = -749534.705495
  nChanged 50
		SP:Iteration 32Q (154297.300000 sec): 3 clusters
  Score: Raw -752532.652131 + Penalty 2972.177535 = -749560.474596
  nChanged 36
		SP:Iteration 33Q (154297.550000 sec): 3 clusters
  Score: Raw -752549.281566 + Penalty 2972.177535 = -749577.104031
  nChanged 28
		SP:Iteration 34Q (154297.760000 sec): 3 clusters
  Score: Raw -752565.203364 + Penalty 2972.177535 = -749593.025829
  nChanged 21
		SP:Iteration 35Q (154297.990000 sec): 3 clusters
  Score: Raw -752576.488506 + Penalty 2972.177535 = -749604.310971
  nChanged 23
		SP:Iteration 36Q (154298.160000 sec): 3 clusters
  Score: Raw -752584.860341 + Penalty 2972.177535 = -749612.682806
  nChanged 12
		SP:Iteration 37Q (154298.390000 sec): 3 clusters
  Score: Raw -752589.594843 + Penalty 2972.177535 = -749617.417308
  nChanged 13
		SP:Iteration 38Q (154298.600000 sec): 3 clusters
  Score: Raw -752594.875010 + Penalty 2972.177535 = -749622.697475
  nChanged 14
		SP:Iteration 39Q (154298.850000 sec): 3 clusters
  Score: Raw -752599.267030 + Penalty 2972.177535 = -749627.089495
  nChanged 7
		SP:Iteration 40F (154299.110000 sec): 3 clusters
  Score: Raw -752601.255725 + Penalty 2972.177535 = -749629.078190
  nChanged 9
		SP:Iteration 41Q (154299.300000 sec): 3 clusters
  Score: Raw -752604.988151 + Penalty 2972.177535 = -749632.810616
  nChanged 5
		SP:Iteration 42Q (154299.490000 sec): 3 clusters
  Score: Raw -752607.284240 + Penalty 2972.177535 = -749635.106705
  nChanged 6
		SP:Iteration 43Q (154299.720000 sec): 3 clusters
  Score: Raw -752608.886387 + Penalty 2972.177535 = -749636.708852
  nChanged 3
		SP:Iteration 44Q (154299.920000 sec): 3 clusters
  Score: Raw -752609.629264 + Penalty 2972.177535 = -749637.451729
  nChanged 3
		SP:Iteration 45Q (154300.130000 sec): 3 clusters
  Score: Raw -752610.167247 + Penalty 2972.177535 = -749637.989712
  nChanged 1
		SP:Iteration 46Q (154300.340000 sec): 3 clusters
  Score: Raw -752610.499850 + Penalty 2972.177535 = -749638.322315
  nChanged 2
		SP:Iteration 47Q (154300.580000 sec): 3 clusters
  Score: Raw -752611.498817 + Penalty 2972.177535 = -749639.321282
  nChanged 3
		SP:Iteration 48Q (154300.780000 sec): 3 clusters
  Score: Raw -752613.116078 + Penalty 2972.177535 = -749640.938543
  nChanged 5
		SP:Iteration 49Q (154301.000000 sec): 3 clusters
  Score: Raw -752614.404948 + Penalty 2972.177535 = -749642.227414
  nChanged 2
		SP:Iteration 50Q (154301.280000 sec): 3 clusters
  Score: Raw -752614.939127 + Penalty 2972.177535 = -749642.761592
  nChanged 4
		SP:Iteration 51Q (154301.510000 sec): 3 clusters
  Score: Raw -752616.260259 + Penalty 2972.177535 = -749644.082724
  nChanged 5
		SP:Iteration 52Q (154301.740000 sec): 3 clusters
  Score: Raw -752618.285109 + Penalty 2972.177535 = -749646.107574
  nChanged 7
		SP:Iteration 53Q (154301.970000 sec): 3 clusters
  Score: Raw -752622.106340 + Penalty 2972.177535 = -749649.928806
  nChanged 7
		SP:Iteration 54Q (154302.190000 sec): 3 clusters
  Score: Raw -752625.000717 + Penalty 2972.177535 = -749652.823182
  nChanged 8
		SP:Iteration 55Q (154302.520000 sec): 3 clusters
  Score: Raw -752627.212834 + Penalty 2972.177535 = -749655.035299
  nChanged 9
		SP:Iteration 56Q (154302.720000 sec): 3 clusters
  Score: Raw -752631.566720 + Penalty 2972.177535 = -749659.389185
  nChanged 9
		SP:Iteration 57Q (154302.930000 sec): 3 clusters
  Score: Raw -752634.700159 + Penalty 2972.177535 = -749662.522624
  nChanged 5
		SP:Iteration 58Q (154303.120000 sec): 3 clusters
  Score: Raw -752636.761988 + Penalty 2972.177535 = -749664.584454
  nChanged 6
		SP:Iteration 59Q (154303.340000 sec): 3 clusters
  Score: Raw -752639.031736 + Penalty 2972.177535 = -749666.854201
  nChanged 6
		SP:Iteration 60F (154303.590000 sec): 3 clusters
  Score: Raw -752641.617227 + Penalty 2972.177535 = -749669.439692
  nChanged 8
		SP:Iteration 61Q (154303.820000 sec): 3 clusters
  Score: Raw -752645.136967 + Penalty 2972.177535 = -749672.959432
  nChanged 6
		SP:Iteration 62Q (154304.020000 sec): 3 clusters
  Score: Raw -752647.162942 + Penalty 2972.177535 = -749674.985407
  nChanged 5
		SP:Iteration 63Q (154304.260000 sec): 3 clusters
  Score: Raw -752649.404863 + Penalty 2972.177535 = -749677.227328
  nChanged 2
		SP:Iteration 64Q (154304.440000 sec): 3 clusters
  Score: Raw -752649.807867 + Penalty 2972.177535 = -749677.630332
  nChanged 0
		SP:Iteration 65F (154304.680000 sec): 3 clusters
  Score: Raw -752649.807867 + Penalty 2972.177535 = -749677.630332
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 35 (21865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154304.890000 sec): 2 clusters
  Score: Raw -1807133.725149 + Penalty 1623.804400 = -1805509.920749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154305.150000 sec): 3 clusters
  Score: Raw -1793918.656260 + Penalty 3247.608801 = -1790671.047459
  nChanged 9894
		SP:Iteration 1F (154305.420000 sec): 3 clusters
  Score: Raw -1799386.970816 + Penalty 3247.608801 = -1796139.362015
  nChanged 1078
		SP:Iteration 2Q (154305.680000 sec): 3 clusters
  Score: Raw -1799801.673698 + Penalty 3247.608801 = -1796554.064897
  nChanged 1049
		SP:Iteration 3Q (154305.940000 sec): 3 clusters
  Score: Raw -1800211.438880 + Penalty 3247.608801 = -1796963.830079
  nChanged 1017
		SP:Iteration 4Q (154306.230000 sec): 3 clusters
  Score: Raw -1800615.422872 + Penalty 3247.608801 = -1797367.814071
  nChanged 1043
		SP:Iteration 5Q (154306.480000 sec): 3 clusters
  Score: Raw -1801098.393952 + Penalty 3247.608801 = -1797850.785151
  nChanged 1189
		SP:Iteration 6F (154306.760000 sec): 3 clusters
  Score: Raw -1801714.664185 + Penalty 3247.608801 = -1798467.055385
  nChanged 1224
		SP:Iteration 7F (154307.060000 sec): 3 clusters
  Score: Raw -1802388.034123 + Penalty 3247.608801 = -1799140.425322
  nChanged 1238
		SP:Iteration 8F (154307.320000 sec): 3 clusters
  Score: Raw -1803158.127491 + Penalty 3247.608801 = -1799910.518690
  nChanged 1178
		SP:Iteration 9F (154307.620000 sec): 3 clusters
  Score: Raw -1803928.524340 + Penalty 3247.608801 = -1800680.915539
  nChanged 954
		SP:Iteration 10Q (154307.900000 sec): 3 clusters
  Score: Raw -1804581.666060 + Penalty 3247.608801 = -1801334.057259
  nChanged 817
		SP:Iteration 11Q (154308.220000 sec): 3 clusters
  Score: Raw -1805170.095903 + Penalty 3247.608801 = -1801922.487103
  nChanged 625
		SP:Iteration 12Q (154308.480000 sec): 3 clusters
  Score: Raw -1805555.964098 + Penalty 3247.608801 = -1802308.355297
  nChanged 495
		SP:Iteration 13Q (154308.770000 sec): 3 clusters
  Score: Raw -1805822.495938 + Penalty 3247.608801 = -1802574.887137
  nChanged 393
		SP:Iteration 14Q (154309.080000 sec): 3 clusters
  Score: Raw -1806023.921427 + Penalty 3247.608801 = -1802776.312626
  nChanged 340
		SP:Iteration 15Q (154309.340000 sec): 3 clusters
  Score: Raw -1806203.197669 + Penalty 3247.608801 = -1802955.588868
  nChanged 315
		SP:Iteration 16Q (154309.640000 sec): 3 clusters
  Score: Raw -1806367.611283 + Penalty 3247.608801 = -1803120.002483
  nChanged 303
		SP:Iteration 17Q (154309.890000 sec): 3 clusters
  Score: Raw -1806519.235998 + Penalty 3247.608801 = -1803271.627197
  nChanged 290
		SP:Iteration 18Q (154310.190000 sec): 3 clusters
  Score: Raw -1806663.971069 + Penalty 3247.608801 = -1803416.362268
  nChanged 248
		SP:Iteration 19Q (154310.440000 sec): 3 clusters
  Score: Raw -1806795.130615 + Penalty 3247.608801 = -1803547.521814
  nChanged 231
		SP:Iteration 20F (154310.690000 sec): 3 clusters
  Score: Raw -1806918.841242 + Penalty 3247.608801 = -1803671.232441
  nChanged 196
		SP:Iteration 21Q (154311.020000 sec): 3 clusters
  Score: Raw -1807030.938415 + Penalty 3247.608801 = -1803783.329614
  nChanged 161
		SP:Iteration 22Q (154311.230000 sec): 3 clusters
  Score: Raw -1807114.897864 + Penalty 3247.608801 = -1803867.289063
  nChanged 133
		SP:Iteration 23Q (154311.490000 sec): 3 clusters
  Score: Raw -1807180.711661 + Penalty 3247.608801 = -1803933.102860
  nChanged 106
		SP:Iteration 24Q (154311.770000 sec): 3 clusters
  Score: Raw -1807244.134729 + Penalty 3247.608801 = -1803996.525929
  nChanged 78
		SP:Iteration 25Q (154312.090000 sec): 3 clusters
  Score: Raw -1807291.609155 + Penalty 3247.608801 = -1804044.000355
  nChanged 76
		SP:Iteration 26Q (154312.320000 sec): 3 clusters
  Score: Raw -1807339.300967 + Penalty 3247.608801 = -1804091.692167
  nChanged 72
		SP:Iteration 27Q (154312.630000 sec): 3 clusters
  Score: Raw -1807407.013077 + Penalty 3247.608801 = -1804159.404277
  nChanged 87
		SP:Iteration 28Q (154312.900000 sec): 3 clusters
  Score: Raw -1807494.273205 + Penalty 3247.608801 = -1804246.664405
  nChanged 75
		SP:Iteration 29Q (154313.190000 sec): 3 clusters
  Score: Raw -1807563.199238 + Penalty 3247.608801 = -1804315.590438
  nChanged 74
		SP:Iteration 30Q (154313.440000 sec): 3 clusters
  Score: Raw -1807620.223989 + Penalty 3247.608801 = -1804372.615189
  nChanged 45
		SP:Iteration 31Q (154313.770000 sec): 3 clusters
  Score: Raw -1807650.156234 + Penalty 3247.608801 = -1804402.547433
  nChanged 36
		SP:Iteration 32Q (154314.040000 sec): 3 clusters
  Score: Raw -1807667.979895 + Penalty 3247.608801 = -1804420.371095
  nChanged 33
		SP:Iteration 33Q (154314.340000 sec): 3 clusters
  Score: Raw -1807681.035349 + Penalty 3247.608801 = -1804433.426548
  nChanged 24
		SP:Iteration 34Q (154314.620000 sec): 3 clusters
  Score: Raw -1807691.895674 + Penalty 3247.608801 = -1804444.286873
  nChanged 21
		SP:Iteration 35Q (154314.840000 sec): 3 clusters
  Score: Raw -1807700.084913 + Penalty 3247.608801 = -1804452.476113
  nChanged 14
		SP:Iteration 36Q (154315.120000 sec): 3 clusters
  Score: Raw -1807703.846856 + Penalty 3247.608801 = -1804456.238055
  nChanged 9
		SP:Iteration 37Q (154315.400000 sec): 3 clusters
  Score: Raw -1807707.049310 + Penalty 3247.608801 = -1804459.440509
  nChanged 10
		SP:Iteration 38Q (154315.690000 sec): 3 clusters
  Score: Raw -1807710.743131 + Penalty 3247.608801 = -1804463.134330
  nChanged 11
		SP:Iteration 39Q (154316.010000 sec): 3 clusters
  Score: Raw -1807713.690780 + Penalty 3247.608801 = -1804466.081979
  nChanged 8
		SP:Iteration 40F (154316.270000 sec): 3 clusters
  Score: Raw -1807715.473966 + Penalty 3247.608801 = -1804467.865166
  nChanged 7
		SP:Iteration 41Q (154316.570000 sec): 3 clusters
  Score: Raw -1807717.388146 + Penalty 3247.608801 = -1804469.779345
  nChanged 9
		SP:Iteration 42Q (154316.860000 sec): 3 clusters
  Score: Raw -1807720.131304 + Penalty 3247.608801 = -1804472.522504
  nChanged 10
		SP:Iteration 43Q (154317.160000 sec): 3 clusters
  Score: Raw -1807723.145788 + Penalty 3247.608801 = -1804475.536987
  nChanged 4
		SP:Iteration 44Q (154317.440000 sec): 3 clusters
  Score: Raw -1807724.084795 + Penalty 3247.608801 = -1804476.475995
  nChanged 3
		SP:Iteration 45Q (154317.700000 sec): 3 clusters
  Score: Raw -1807724.651739 + Penalty 3247.608801 = -1804477.042939
  nChanged 8
		SP:Iteration 46Q (154318.000000 sec): 3 clusters
  Score: Raw -1807726.613768 + Penalty 3247.608801 = -1804479.004967
  nChanged 2
		SP:Iteration 47Q (154318.260000 sec): 3 clusters
  Score: Raw -1807727.194156 + Penalty 3247.608801 = -1804479.585355
  nChanged 0
		SP:Iteration 48F (154318.600000 sec): 3 clusters
  Score: Raw -1807727.194156 + Penalty 3247.608801 = -1804479.585355
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 36 (22152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154318.790000 sec): 2 clusters
  Score: Raw -1891929.787057 + Penalty 1625.923498 = -1890303.863559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154319.090000 sec): 3 clusters
  Score: Raw -1878482.107239 + Penalty 3251.846996 = -1875230.260243
  nChanged 10037
		SP:Iteration 1F (154319.350000 sec): 3 clusters
  Score: Raw -1884009.209145 + Penalty 3251.846996 = -1880757.362149
  nChanged 1120
		SP:Iteration 2F (154319.620000 sec): 3 clusters
  Score: Raw -1884447.763614 + Penalty 3251.846996 = -1881195.916618
  nChanged 1101
		SP:Iteration 3Q (154319.920000 sec): 3 clusters
  Score: Raw -1884916.705974 + Penalty 3251.846996 = -1881664.858978
  nChanged 1081
		SP:Iteration 4Q (154320.230000 sec): 3 clusters
  Score: Raw -1885481.698342 + Penalty 3251.846996 = -1882229.851346
  nChanged 1179
		SP:Iteration 5F (154320.520000 sec): 3 clusters
  Score: Raw -1886205.818593 + Penalty 3251.846996 = -1882953.971597
  nChanged 1257
		SP:Iteration 6F (154320.760000 sec): 3 clusters
  Score: Raw -1887021.643422 + Penalty 3251.846996 = -1883769.796426
  nChanged 1283
		SP:Iteration 7F (154321.030000 sec): 3 clusters
  Score: Raw -1887909.508699 + Penalty 3251.846996 = -1884657.661703
  nChanged 1272
		SP:Iteration 8F (154321.350000 sec): 3 clusters
  Score: Raw -1888711.322046 + Penalty 3251.846996 = -1885459.475050
  nChanged 1148
		SP:Iteration 9F (154321.680000 sec): 3 clusters
  Score: Raw -1889320.215742 + Penalty 3251.846996 = -1886068.368746
  nChanged 909
		SP:Iteration 10Q (154321.980000 sec): 3 clusters
  Score: Raw -1889694.893114 + Penalty 3251.846996 = -1886443.046118
  nChanged 649
		SP:Iteration 11Q (154322.220000 sec): 3 clusters
  Score: Raw -1889878.890049 + Penalty 3251.846996 = -1886627.043053
  nChanged 438
		SP:Iteration 12Q (154322.540000 sec): 3 clusters
  Score: Raw -1889967.833034 + Penalty 3251.846996 = -1886715.986038
  nChanged 325
		SP:Iteration 13Q (154322.860000 sec): 3 clusters
  Score: Raw -1890025.772091 + Penalty 3251.846996 = -1886773.925095
  nChanged 239
		SP:Iteration 14Q (154323.120000 sec): 3 clusters
  Score: Raw -1890063.494162 + Penalty 3251.846996 = -1886811.647166
  nChanged 206
		SP:Iteration 15Q (154323.460000 sec): 3 clusters
  Score: Raw -1890095.865890 + Penalty 3251.846996 = -1886844.018894
  nChanged 192
		SP:Iteration 16Q (154323.730000 sec): 3 clusters
  Score: Raw -1890120.087659 + Penalty 3251.846996 = -1886868.240662
  nChanged 141
		SP:Iteration 17Q (154324.040000 sec): 3 clusters
  Score: Raw -1890135.474523 + Penalty 3251.846996 = -1886883.627527
  nChanged 97
		SP:Iteration 18Q (154324.340000 sec): 3 clusters
  Score: Raw -1890145.425946 + Penalty 3251.846996 = -1886893.578950
  nChanged 92
		SP:Iteration 19Q (154324.650000 sec): 3 clusters
  Score: Raw -1890154.016962 + Penalty 3251.846996 = -1886902.169966
  nChanged 84
		SP:Iteration 20F (154324.940000 sec): 3 clusters
  Score: Raw -1890162.726129 + Penalty 3251.846996 = -1886910.879132
  nChanged 78
		SP:Iteration 21Q (154325.260000 sec): 3 clusters
  Score: Raw -1890169.661156 + Penalty 3251.846996 = -1886917.814160
  nChanged 73
		SP:Iteration 22Q (154325.560000 sec): 3 clusters
  Score: Raw -1890175.857341 + Penalty 3251.846996 = -1886924.010345
  nChanged 60
		SP:Iteration 23Q (154325.820000 sec): 3 clusters
  Score: Raw -1890181.026738 + Penalty 3251.846996 = -1886929.179742
  nChanged 57
		SP:Iteration 24Q (154326.120000 sec): 3 clusters
  Score: Raw -1890185.194840 + Penalty 3251.846996 = -1886933.347844
  nChanged 56
		SP:Iteration 25Q (154326.400000 sec): 3 clusters
  Score: Raw -1890188.855334 + Penalty 3251.846996 = -1886937.008338
  nChanged 52
		SP:Iteration 26Q (154326.640000 sec): 3 clusters
  Score: Raw -1890192.505891 + Penalty 3251.846996 = -1886940.658895
  nChanged 39
		SP:Iteration 27Q (154326.950000 sec): 3 clusters
  Score: Raw -1890194.728288 + Penalty 3251.846996 = -1886942.881292
  nChanged 30
		SP:Iteration 28Q (154327.210000 sec): 3 clusters
  Score: Raw -1890196.220418 + Penalty 3251.846996 = -1886944.373422
  nChanged 31
		SP:Iteration 29Q (154327.490000 sec): 3 clusters
  Score: Raw -1890198.126071 + Penalty 3251.846996 = -1886946.279075
  nChanged 34
		SP:Iteration 30Q (154327.780000 sec): 3 clusters
  Score: Raw -1890200.670071 + Penalty 3251.846996 = -1886948.823075
  nChanged 32
		SP:Iteration 31Q (154328.120000 sec): 3 clusters
  Score: Raw -1890202.712687 + Penalty 3251.846996 = -1886950.865690
  nChanged 26
		SP:Iteration 32Q (154328.380000 sec): 3 clusters
  Score: Raw -1890204.304938 + Penalty 3251.846996 = -1886952.457942
  nChanged 16
		SP:Iteration 33Q (154328.680000 sec): 3 clusters
  Score: Raw -1890205.224727 + Penalty 3251.846996 = -1886953.377731
  nChanged 14
		SP:Iteration 34Q (154328.970000 sec): 3 clusters
  Score: Raw -1890205.836167 + Penalty 3251.846996 = -1886953.989171
  nChanged 15
		SP:Iteration 35Q (154329.290000 sec): 3 clusters
  Score: Raw -1890206.542540 + Penalty 3251.846996 = -1886954.695543
  nChanged 15
		SP:Iteration 36Q (154329.580000 sec): 3 clusters
  Score: Raw -1890207.298275 + Penalty 3251.846996 = -1886955.451279
  nChanged 14
		SP:Iteration 37Q (154329.840000 sec): 3 clusters
  Score: Raw -1890208.009930 + Penalty 3251.846996 = -1886956.162934
  nChanged 12
		SP:Iteration 38Q (154330.140000 sec): 3 clusters
  Score: Raw -1890208.645233 + Penalty 3251.846996 = -1886956.798237
  nChanged 16
		SP:Iteration 39Q (154330.390000 sec): 3 clusters
  Score: Raw -1890209.813502 + Penalty 3251.846996 = -1886957.966506
  nChanged 16
		SP:Iteration 40F (154330.630000 sec): 3 clusters
  Score: Raw -1890210.692603 + Penalty 3251.846996 = -1886958.845607
  nChanged 16
		SP:Iteration 41Q (154330.950000 sec): 3 clusters
  Score: Raw -1890211.749136 + Penalty 3251.846996 = -1886959.902140
  nChanged 21
		SP:Iteration 42Q (154331.250000 sec): 3 clusters
  Score: Raw -1890213.071153 + Penalty 3251.846996 = -1886961.224157
  nChanged 27
		SP:Iteration 43Q (154331.510000 sec): 3 clusters
  Score: Raw -1890215.632604 + Penalty 3251.846996 = -1886963.785608
  nChanged 40
		SP:Iteration 44Q (154331.850000 sec): 3 clusters
  Score: Raw -1890219.458508 + Penalty 3251.846996 = -1886967.611511
  nChanged 40
		SP:Iteration 45Q (154332.180000 sec): 3 clusters
  Score: Raw -1890223.092100 + Penalty 3251.846996 = -1886971.245104
  nChanged 45
		SP:Iteration 46Q (154332.430000 sec): 3 clusters
  Score: Raw -1890226.817165 + Penalty 3251.846996 = -1886974.970169
  nChanged 52
		SP:Iteration 47Q (154332.740000 sec): 3 clusters
  Score: Raw -1890230.877972 + Penalty 3251.846996 = -1886979.030976
  nChanged 50
		SP:Iteration 48Q (154332.990000 sec): 3 clusters
  Score: Raw -1890234.130580 + Penalty 3251.846996 = -1886982.283584
  nChanged 44
		SP:Iteration 49Q (154333.270000 sec): 3 clusters
  Score: Raw -1890237.056384 + Penalty 3251.846996 = -1886985.209388
  nChanged 36
		SP:Iteration 50Q (154333.560000 sec): 3 clusters
  Score: Raw -1890239.852947 + Penalty 3251.846996 = -1886988.005951
  nChanged 38
		SP:Iteration 51Q (154333.830000 sec): 3 clusters
  Score: Raw -1890242.472851 + Penalty 3251.846996 = -1886990.625855
  nChanged 30
		SP:Iteration 52Q (154334.140000 sec): 3 clusters
  Score: Raw -1890244.036708 + Penalty 3251.846996 = -1886992.189712
  nChanged 24
		SP:Iteration 53Q (154334.410000 sec): 3 clusters
  Score: Raw -1890245.829152 + Penalty 3251.846996 = -1886993.982156
  nChanged 26
		SP:Iteration 54Q (154334.680000 sec): 3 clusters
  Score: Raw -1890247.715677 + Penalty 3251.846996 = -1886995.868681
  nChanged 41
		SP:Iteration 55Q (154334.940000 sec): 3 clusters
  Score: Raw -1890250.609390 + Penalty 3251.846996 = -1886998.762394
  nChanged 34
		SP:Iteration 56Q (154335.190000 sec): 3 clusters
  Score: Raw -1890252.938703 + Penalty 3251.846996 = -1887001.091707
  nChanged 31
		SP:Iteration 57Q (154335.470000 sec): 3 clusters
  Score: Raw -1890255.550511 + Penalty 3251.846996 = -1887003.703515
  nChanged 40
		SP:Iteration 58Q (154335.660000 sec): 3 clusters
  Score: Raw -1890258.007887 + Penalty 3251.846996 = -1887006.160891
  nChanged 32
		SP:Iteration 59Q (154335.970000 sec): 3 clusters
  Score: Raw -1890259.901374 + Penalty 3251.846996 = -1887008.054378
  nChanged 36
		SP:Iteration 60F (154336.240000 sec): 3 clusters
  Score: Raw -1890262.697256 + Penalty 3251.846996 = -1887010.850260
  nChanged 38
		SP:Iteration 61Q (154336.500000 sec): 3 clusters
  Score: Raw -1890266.043744 + Penalty 3251.846996 = -1887014.196748
  nChanged 45
		SP:Iteration 62Q (154336.750000 sec): 3 clusters
  Score: Raw -1890269.278089 + Penalty 3251.846996 = -1887017.431093
  nChanged 39
		SP:Iteration 63Q (154337.020000 sec): 3 clusters
  Score: Raw -1890271.749781 + Penalty 3251.846996 = -1887019.902785
  nChanged 37
		SP:Iteration 64Q (154337.320000 sec): 3 clusters
  Score: Raw -1890274.580437 + Penalty 3251.846996 = -1887022.733441
  nChanged 35
		SP:Iteration 65Q (154337.610000 sec): 3 clusters
  Score: Raw -1890277.554999 + Penalty 3251.846996 = -1887025.708003
  nChanged 39
		SP:Iteration 66Q (154337.890000 sec): 3 clusters
  Score: Raw -1890280.635282 + Penalty 3251.846996 = -1887028.788286
  nChanged 42
		SP:Iteration 67Q (154338.150000 sec): 3 clusters
  Score: Raw -1890284.326792 + Penalty 3251.846996 = -1887032.479796
  nChanged 50
		SP:Iteration 68Q (154338.480000 sec): 3 clusters
  Score: Raw -1890288.164829 + Penalty 3251.846996 = -1887036.317833
  nChanged 54
		SP:Iteration 69Q (154338.750000 sec): 3 clusters
  Score: Raw -1890292.888111 + Penalty 3251.846996 = -1887041.041115
  nChanged 51
		SP:Iteration 70Q (154339.000000 sec): 3 clusters
  Score: Raw -1890297.181012 + Penalty 3251.846996 = -1887045.334016
  nChanged 55
		SP:Iteration 71Q (154339.260000 sec): 3 clusters
  Score: Raw -1890302.585650 + Penalty 3251.846996 = -1887050.738654
  nChanged 68
		SP:Iteration 72Q (154339.530000 sec): 3 clusters
  Score: Raw -1890310.284648 + Penalty 3251.846996 = -1887058.437652
  nChanged 76
		SP:Iteration 73Q (154339.840000 sec): 3 clusters
  Score: Raw -1890318.399795 + Penalty 3251.846996 = -1887066.552799
  nChanged 75
		SP:Iteration 74Q (154340.100000 sec): 3 clusters
  Score: Raw -1890327.215247 + Penalty 3251.846996 = -1887075.368251
  nChanged 83
		SP:Iteration 75Q (154340.380000 sec): 3 clusters
  Score: Raw -1890335.712943 + Penalty 3251.846996 = -1887083.865947
  nChanged 69
		SP:Iteration 76Q (154340.650000 sec): 3 clusters
  Score: Raw -1890342.536294 + Penalty 3251.846996 = -1887090.689298
  nChanged 74
		SP:Iteration 77Q (154340.920000 sec): 3 clusters
  Score: Raw -1890351.045780 + Penalty 3251.846996 = -1887099.198784
  nChanged 78
		SP:Iteration 78Q (154341.210000 sec): 3 clusters
  Score: Raw -1890359.507389 + Penalty 3251.846996 = -1887107.660393
  nChanged 79
		SP:Iteration 79Q (154341.470000 sec): 3 clusters
  Score: Raw -1890367.435577 + Penalty 3251.846996 = -1887115.588581
  nChanged 68
		SP:Iteration 80F (154341.740000 sec): 3 clusters
  Score: Raw -1890373.960407 + Penalty 3251.846996 = -1887122.113411
  nChanged 76
		SP:Iteration 81Q (154342.020000 sec): 3 clusters
  Score: Raw -1890381.216865 + Penalty 3251.846996 = -1887129.369869
  nChanged 78
		SP:Iteration 82Q (154342.340000 sec): 3 clusters
  Score: Raw -1890390.059238 + Penalty 3251.846996 = -1887138.212242
  nChanged 80
		SP:Iteration 83Q (154342.620000 sec): 3 clusters
  Score: Raw -1890400.108993 + Penalty 3251.846996 = -1887148.261996
  nChanged 92
		SP:Iteration 84Q (154342.940000 sec): 3 clusters
  Score: Raw -1890412.369387 + Penalty 3251.846996 = -1887160.522391
  nChanged 101
		SP:Iteration 85Q (154343.200000 sec): 3 clusters
  Score: Raw -1890426.525960 + Penalty 3251.846996 = -1887174.678964
  nChanged 108
		SP:Iteration 86Q (154343.530000 sec): 3 clusters
  Score: Raw -1890440.663612 + Penalty 3251.846996 = -1887188.816616
  nChanged 104
		SP:Iteration 87Q (154343.780000 sec): 3 clusters
  Score: Raw -1890454.642342 + Penalty 3251.846996 = -1887202.795346
  nChanged 109
		SP:Iteration 88Q (154344.020000 sec): 3 clusters
  Score: Raw -1890470.452662 + Penalty 3251.846996 = -1887218.605666
  nChanged 128
		SP:Iteration 89Q (154344.330000 sec): 3 clusters
  Score: Raw -1890490.958891 + Penalty 3251.846996 = -1887239.111895
  nChanged 125
		SP:Iteration 90Q (154344.620000 sec): 3 clusters
  Score: Raw -1890512.262213 + Penalty 3251.846996 = -1887260.415217
  nChanged 133
		SP:Iteration 91Q (154344.900000 sec): 3 clusters
  Score: Raw -1890536.367985 + Penalty 3251.846996 = -1887284.520989
  nChanged 152
		SP:Iteration 92Q (154345.170000 sec): 3 clusters
  Score: Raw -1890566.150669 + Penalty 3251.846996 = -1887314.303673
  nChanged 163
		SP:Iteration 93Q (154345.420000 sec): 3 clusters
  Score: Raw -1890596.321457 + Penalty 3251.846996 = -1887344.474461
  nChanged 173
		SP:Iteration 94Q (154345.700000 sec): 3 clusters
  Score: Raw -1890625.092304 + Penalty 3251.846996 = -1887373.245308
  nChanged 173
		SP:Iteration 95Q (154345.980000 sec): 3 clusters
  Score: Raw -1890658.569233 + Penalty 3251.846996 = -1887406.722237
  nChanged 189
		SP:Iteration 96Q (154346.240000 sec): 3 clusters
  Score: Raw -1890697.137641 + Penalty 3251.846996 = -1887445.290645
  nChanged 197
		SP:Iteration 97Q (154346.520000 sec): 3 clusters
  Score: Raw -1890739.434360 + Penalty 3251.846996 = -1887487.587363
  nChanged 184
		SP:Iteration 98Q (154346.800000 sec): 3 clusters
  Score: Raw -1890781.870073 + Penalty 3251.846996 = -1887530.023077
  nChanged 182
		SP:Iteration 99Q (154347.100000 sec): 3 clusters
  Score: Raw -1890826.132404 + Penalty 3251.846996 = -1887574.285408
  nChanged 191
		SP:Iteration 100F (154347.350000 sec): 3 clusters
  Score: Raw -1890873.006198 + Penalty 3251.846996 = -1887621.159202
  nChanged 184
		SP:Iteration 101Q (154347.660000 sec): 3 clusters
  Score: Raw -1890919.345699 + Penalty 3251.846996 = -1887667.498703
  nChanged 183
		SP:Iteration 102Q (154347.920000 sec): 3 clusters
  Score: Raw -1890962.642865 + Penalty 3251.846996 = -1887710.795869
  nChanged 179
		SP:Iteration 103Q (154348.180000 sec): 3 clusters
  Score: Raw -1891008.139112 + Penalty 3251.846996 = -1887756.292116
  nChanged 189
		SP:Iteration 104Q (154348.460000 sec): 3 clusters
  Score: Raw -1891056.544002 + Penalty 3251.846996 = -1887804.697006
  nChanged 190
		SP:Iteration 105Q (154348.710000 sec): 3 clusters
  Score: Raw -1891103.253203 + Penalty 3251.846996 = -1887851.406206
  nChanged 182
		SP:Iteration 106Q (154349.050000 sec): 3 clusters
  Score: Raw -1891150.224015 + Penalty 3251.846996 = -1887898.377019
  nChanged 181
		SP:Iteration 107Q (154349.290000 sec): 3 clusters
  Score: Raw -1891202.210905 + Penalty 3251.846996 = -1887950.363909
  nChanged 186
		SP:Iteration 108Q (154349.610000 sec): 3 clusters
  Score: Raw -1891252.172167 + Penalty 3251.846996 = -1888000.325171
  nChanged 194
		SP:Iteration 109Q (154349.850000 sec): 3 clusters
  Score: Raw -1891308.690480 + Penalty 3251.846996 = -1888056.843484
  nChanged 179
		SP:Iteration 110Q (154350.160000 sec): 3 clusters
  Score: Raw -1891360.838884 + Penalty 3251.846996 = -1888108.991888
  nChanged 161
		SP:Iteration 111Q (154350.440000 sec): 3 clusters
  Score: Raw -1891408.225205 + Penalty 3251.846996 = -1888156.378209
  nChanged 135
		SP:Iteration 112Q (154350.700000 sec): 3 clusters
  Score: Raw -1891448.277881 + Penalty 3251.846996 = -1888196.430885
  nChanged 120
		SP:Iteration 113Q (154350.970000 sec): 3 clusters
  Score: Raw -1891486.803824 + Penalty 3251.846996 = -1888234.956828
  nChanged 139
		SP:Iteration 114Q (154351.280000 sec): 3 clusters
  Score: Raw -1891536.220245 + Penalty 3251.846996 = -1888284.373249
  nChanged 126
		SP:Iteration 115Q (154351.580000 sec): 3 clusters
  Score: Raw -1891579.304836 + Penalty 3251.846996 = -1888327.457840
  nChanged 117
		SP:Iteration 116Q (154351.820000 sec): 3 clusters
  Score: Raw -1891625.306639 + Penalty 3251.846996 = -1888373.459643
  nChanged 133
		SP:Iteration 117Q (154352.040000 sec): 3 clusters
  Score: Raw -1891674.821247 + Penalty 3251.846996 = -1888422.974251
  nChanged 112
		SP:Iteration 118Q (154352.280000 sec): 3 clusters
  Score: Raw -1891721.610930 + Penalty 3251.846996 = -1888469.763934
  nChanged 121
		SP:Iteration 119Q (154352.580000 sec): 3 clusters
  Score: Raw -1891772.983628 + Penalty 3251.846996 = -1888521.136631
  nChanged 120
		SP:Iteration 120F (154352.840000 sec): 3 clusters
  Score: Raw -1891825.490180 + Penalty 3251.846996 = -1888573.643184
  nChanged 93
		SP:Iteration 121Q (154353.130000 sec): 3 clusters
  Score: Raw -1891867.989522 + Penalty 3251.846996 = -1888616.142526
  nChanged 90
		SP:Iteration 122Q (154353.390000 sec): 3 clusters
  Score: Raw -1891905.085194 + Penalty 3251.846996 = -1888653.238197
  nChanged 76
		SP:Iteration 123Q (154353.650000 sec): 3 clusters
  Score: Raw -1891935.236355 + Penalty 3251.846996 = -1888683.389359
  nChanged 54
		SP:Iteration 124Q (154353.930000 sec): 3 clusters
  Score: Raw -1891956.728971 + Penalty 3251.846996 = -1888704.881975
  nChanged 51
		SP:Iteration 125Q (154354.170000 sec): 3 clusters
  Score: Raw -1891980.622011 + Penalty 3251.846996 = -1888728.775015
  nChanged 51
		SP:Iteration 126Q (154354.460000 sec): 3 clusters
  Score: Raw -1892000.304309 + Penalty 3251.846996 = -1888748.457313
  nChanged 43
		SP:Iteration 127Q (154354.730000 sec): 3 clusters
  Score: Raw -1892019.089045 + Penalty 3251.846996 = -1888767.242049
  nChanged 32
		SP:Iteration 128Q (154354.990000 sec): 3 clusters
  Score: Raw -1892032.803505 + Penalty 3251.846996 = -1888780.956509
  nChanged 27
		SP:Iteration 129Q (154355.270000 sec): 3 clusters
  Score: Raw -1892045.410635 + Penalty 3251.846996 = -1888793.563639
  nChanged 26
		SP:Iteration 130Q (154355.510000 sec): 3 clusters
  Score: Raw -1892054.605313 + Penalty 3251.846996 = -1888802.758316
  nChanged 21
		SP:Iteration 131Q (154355.790000 sec): 3 clusters
  Score: Raw -1892061.412890 + Penalty 3251.846996 = -1888809.565894
  nChanged 15
		SP:Iteration 132Q (154356.060000 sec): 3 clusters
  Score: Raw -1892067.166055 + Penalty 3251.846996 = -1888815.319059
  nChanged 19
		SP:Iteration 133Q (154356.350000 sec): 3 clusters
  Score: Raw -1892075.845035 + Penalty 3251.846996 = -1888823.998039
  nChanged 17
		SP:Iteration 134Q (154356.580000 sec): 3 clusters
  Score: Raw -1892085.432390 + Penalty 3251.846996 = -1888833.585394
  nChanged 22
		SP:Iteration 135Q (154356.840000 sec): 3 clusters
  Score: Raw -1892097.858143 + Penalty 3251.846996 = -1888846.011147
  nChanged 23
		SP:Iteration 136Q (154357.100000 sec): 3 clusters
  Score: Raw -1892112.390367 + Penalty 3251.846996 = -1888860.543371
  nChanged 19
		SP:Iteration 137Q (154357.400000 sec): 3 clusters
  Score: Raw -1892122.232582 + Penalty 3251.846996 = -1888870.385586
  nChanged 11
		SP:Iteration 138Q (154357.680000 sec): 3 clusters
  Score: Raw -1892127.092899 + Penalty 3251.846996 = -1888875.245903
  nChanged 13
		SP:Iteration 139Q (154357.970000 sec): 3 clusters
  Score: Raw -1892132.182565 + Penalty 3251.846996 = -1888880.335569
  nChanged 16
		SP:Iteration 140F (154358.270000 sec): 3 clusters
  Score: Raw -1892138.815893 + Penalty 3251.846996 = -1888886.968897
  nChanged 10
		SP:Iteration 141Q (154358.500000 sec): 3 clusters
  Score: Raw -1892143.101214 + Penalty 3251.846996 = -1888891.254218
  nChanged 11
		SP:Iteration 142Q (154358.760000 sec): 3 clusters
  Score: Raw -1892149.317126 + Penalty 3251.846996 = -1888897.470130
  nChanged 9
		SP:Iteration 143Q (154358.990000 sec): 3 clusters
  Score: Raw -1892154.483342 + Penalty 3251.846996 = -1888902.636346
  nChanged 9
		SP:Iteration 144Q (154359.250000 sec): 3 clusters
  Score: Raw -1892158.400316 + Penalty 3251.846996 = -1888906.553319
  nChanged 5
		SP:Iteration 145Q (154359.500000 sec): 3 clusters
  Score: Raw -1892160.252344 + Penalty 3251.846996 = -1888908.405348
  nChanged 2
		SP:Iteration 146Q (154359.730000 sec): 3 clusters
  Score: Raw -1892161.179385 + Penalty 3251.846996 = -1888909.332389
  nChanged 5
		SP:Iteration 147Q (154359.950000 sec): 3 clusters
  Score: Raw -1892164.000958 + Penalty 3251.846996 = -1888912.153962
  nChanged 10
		SP:Iteration 148Q (154360.260000 sec): 3 clusters
  Score: Raw -1892169.048295 + Penalty 3251.846996 = -1888917.201299
  nChanged 5
		SP:Iteration 149Q (154360.520000 sec): 3 clusters
  Score: Raw -1892171.445045 + Penalty 3251.846996 = -1888919.598049
  nChanged 6
		SP:Iteration 150Q (154360.760000 sec): 3 clusters
  Score: Raw -1892174.574017 + Penalty 3251.846996 = -1888922.727021
  nChanged 6
		SP:Iteration 151Q (154361.020000 sec): 3 clusters
  Score: Raw -1892177.864107 + Penalty 3251.846996 = -1888926.017111
  nChanged 1
		SP:Iteration 152Q (154361.320000 sec): 3 clusters
  Score: Raw -1892178.351462 + Penalty 3251.846996 = -1888926.504466
  nChanged 1
		SP:Iteration 153Q (154361.630000 sec): 3 clusters
  Score: Raw -1892178.706748 + Penalty 3251.846996 = -1888926.859752
  nChanged 0
		SP:Iteration 154F (154361.890000 sec): 3 clusters
  Score: Raw -1892178.706748 + Penalty 3251.846996 = -1888926.859752
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 37 (8317 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154362.000000 sec): 2 clusters
  Score: Raw -666691.691746 + Penalty 1466.734245 = -665224.957501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154362.210000 sec): 3 clusters
  Score: Raw -662038.598884 + Penalty 2933.468490 = -659105.130394
  nChanged 3571
		SP:Iteration 1F (154362.410000 sec): 3 clusters
  Score: Raw -664123.614798 + Penalty 2933.468490 = -661190.146308
  nChanged 731
		SP:Iteration 2F (154362.600000 sec): 3 clusters
  Score: Raw -664707.765197 + Penalty 2933.468490 = -661774.296707
  nChanged 690
		SP:Iteration 3F (154362.800000 sec): 3 clusters
  Score: Raw -665372.132458 + Penalty 2933.468490 = -662438.663968
  nChanged 666
		SP:Iteration 4F (154362.940000 sec): 3 clusters
  Score: Raw -666041.179623 + Penalty 2933.468490 = -663107.711133
  nChanged 602
		SP:Iteration 5F (154363.130000 sec): 3 clusters
  Score: Raw -666615.955881 + Penalty 2933.468490 = -663682.487392
  nChanged 500
		SP:Iteration 6F (154363.360000 sec): 3 clusters
  Score: Raw -667017.578026 + Penalty 2933.468490 = -664084.109536
  nChanged 358
		SP:Iteration 7Q (154363.530000 sec): 3 clusters
  Score: Raw -667315.088620 + Penalty 2933.468490 = -664381.620130
  nChanged 307
		SP:Iteration 8Q (154363.740000 sec): 3 clusters
  Score: Raw -667545.593248 + Penalty 2933.468490 = -664612.124758
  nChanged 247
		SP:Iteration 9Q (154363.970000 sec): 3 clusters
  Score: Raw -667701.365314 + Penalty 2933.468490 = -664767.896824
  nChanged 182
		SP:Iteration 10Q (154364.180000 sec): 3 clusters
  Score: Raw -667799.720158 + Penalty 2933.468490 = -664866.251668
  nChanged 148
		SP:Iteration 11Q (154364.360000 sec): 3 clusters
  Score: Raw -667867.912372 + Penalty 2933.468490 = -664934.443883
  nChanged 127
		SP:Iteration 12Q (154364.590000 sec): 3 clusters
  Score: Raw -667918.493742 + Penalty 2933.468490 = -664985.025252
  nChanged 92
		SP:Iteration 13Q (154364.810000 sec): 3 clusters
  Score: Raw -667957.615191 + Penalty 2933.468490 = -665024.146701
  nChanged 91
		SP:Iteration 14Q (154365.000000 sec): 3 clusters
  Score: Raw -667989.234569 + Penalty 2933.468490 = -665055.766079
  nChanged 91
		SP:Iteration 15Q (154365.180000 sec): 3 clusters
  Score: Raw -668025.476232 + Penalty 2933.468490 = -665092.007742
  nChanged 90
		SP:Iteration 16Q (154365.420000 sec): 3 clusters
  Score: Raw -668057.442924 + Penalty 2933.468490 = -665123.974434
  nChanged 83
		SP:Iteration 17Q (154365.640000 sec): 3 clusters
  Score: Raw -668088.353334 + Penalty 2933.468490 = -665154.884844
  nChanged 76
		SP:Iteration 18Q (154365.880000 sec): 3 clusters
  Score: Raw -668114.310696 + Penalty 2933.468490 = -665180.842206
  nChanged 71
		SP:Iteration 19Q (154366.100000 sec): 3 clusters
  Score: Raw -668139.693446 + Penalty 2933.468490 = -665206.224956
  nChanged 76
		SP:Iteration 20F (154366.310000 sec): 3 clusters
  Score: Raw -668166.626174 + Penalty 2933.468490 = -665233.157684
  nChanged 75
		SP:Iteration 21Q (154366.550000 sec): 3 clusters
  Score: Raw -668193.630898 + Penalty 2933.468490 = -665260.162408
  nChanged 81
		SP:Iteration 22Q (154366.780000 sec): 3 clusters
  Score: Raw -668226.152817 + Penalty 2933.468490 = -665292.684327
  nChanged 81
		SP:Iteration 23Q (154366.970000 sec): 3 clusters
  Score: Raw -668259.875008 + Penalty 2933.468490 = -665326.406519
  nChanged 90
		SP:Iteration 24Q (154367.220000 sec): 3 clusters
  Score: Raw -668299.408128 + Penalty 2933.468490 = -665365.939638
  nChanged 99
		SP:Iteration 25Q (154367.460000 sec): 3 clusters
  Score: Raw -668342.229417 + Penalty 2933.468490 = -665408.760927
  nChanged 98
		SP:Iteration 26Q (154367.680000 sec): 3 clusters
  Score: Raw -668388.332194 + Penalty 2933.468490 = -665454.863704
  nChanged 102
		SP:Iteration 27Q (154367.920000 sec): 3 clusters
  Score: Raw -668442.417869 + Penalty 2933.468490 = -665508.949379
  nChanged 88
		SP:Iteration 28Q (154368.130000 sec): 3 clusters
  Score: Raw -668486.068113 + Penalty 2933.468490 = -665552.599623
  nChanged 94
		SP:Iteration 29Q (154368.310000 sec): 3 clusters
  Score: Raw -668540.167141 + Penalty 2933.468490 = -665606.698651
  nChanged 75
		SP:Iteration 30Q (154368.520000 sec): 3 clusters
  Score: Raw -668574.008525 + Penalty 2933.468490 = -665640.540035
  nChanged 67
		SP:Iteration 31Q (154368.750000 sec): 3 clusters
  Score: Raw -668597.361694 + Penalty 2933.468490 = -665663.893204
  nChanged 54
		SP:Iteration 32Q (154368.960000 sec): 3 clusters
  Score: Raw -668614.267777 + Penalty 2933.468490 = -665680.799287
  nChanged 39
		SP:Iteration 33Q (154369.130000 sec): 3 clusters
  Score: Raw -668625.897440 + Penalty 2933.468490 = -665692.428950
  nChanged 39
		SP:Iteration 34Q (154369.360000 sec): 3 clusters
  Score: Raw -668639.459196 + Penalty 2933.468490 = -665705.990706
  nChanged 37
		SP:Iteration 35Q (154369.530000 sec): 3 clusters
  Score: Raw -668650.254061 + Penalty 2933.468490 = -665716.785571
  nChanged 27
		SP:Iteration 36Q (154369.740000 sec): 3 clusters
  Score: Raw -668657.070967 + Penalty 2933.468490 = -665723.602477
  nChanged 34
		SP:Iteration 37Q (154369.960000 sec): 3 clusters
  Score: Raw -668668.732656 + Penalty 2933.468490 = -665735.264166
  nChanged 32
		SP:Iteration 38Q (154370.170000 sec): 3 clusters
  Score: Raw -668678.601460 + Penalty 2933.468490 = -665745.132970
  nChanged 26
		SP:Iteration 39Q (154370.400000 sec): 3 clusters
  Score: Raw -668684.828582 + Penalty 2933.468490 = -665751.360092
  nChanged 17
		SP:Iteration 40F (154370.620000 sec): 3 clusters
  Score: Raw -668689.107646 + Penalty 2933.468490 = -665755.639156
  nChanged 16
		SP:Iteration 41Q (154370.880000 sec): 3 clusters
  Score: Raw -668693.211508 + Penalty 2933.468490 = -665759.743018
  nChanged 14
		SP:Iteration 42Q (154371.080000 sec): 3 clusters
  Score: Raw -668696.119148 + Penalty 2933.468490 = -665762.650658
  nChanged 11
		SP:Iteration 43Q (154371.310000 sec): 3 clusters
  Score: Raw -668698.306066 + Penalty 2933.468490 = -665764.837576
  nChanged 9
		SP:Iteration 44Q (154371.540000 sec): 3 clusters
  Score: Raw -668699.834917 + Penalty 2933.468490 = -665766.366427
  nChanged 6
		SP:Iteration 45Q (154371.720000 sec): 3 clusters
  Score: Raw -668700.856939 + Penalty 2933.468490 = -665767.388449
  nChanged 8
		SP:Iteration 46Q (154371.940000 sec): 3 clusters
  Score: Raw -668701.830833 + Penalty 2933.468490 = -665768.362343
  nChanged 2
		SP:Iteration 47Q (154372.160000 sec): 3 clusters
  Score: Raw -668702.037785 + Penalty 2933.468490 = -665768.569295
  nChanged 0
		SP:Iteration 48F (154372.360000 sec): 3 clusters
  Score: Raw -668702.037785 + Penalty 2933.468490 = -665768.569295
  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 10.71 GB.

 Trying to split cluster 38 (44830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154372.650000 sec): 2 clusters
  Score: Raw -4238776.793532 + Penalty 1740.477836 = -4237036.315696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154373.040000 sec): 3 clusters
  Score: Raw -4210530.940972 + Penalty 3480.955672 = -4207049.985300
  nChanged 20974
		SP:Iteration 1F (154373.370000 sec): 3 clusters
  Score: Raw -4222121.529445 + Penalty 3480.955672 = -4218640.573773
  nChanged 1483
		SP:Iteration 2Q (154373.750000 sec): 3 clusters
  Score: Raw -4222467.092432 + Penalty 3480.955672 = -4218986.136760
  nChanged 1434
		SP:Iteration 3Q (154374.160000 sec): 3 clusters
  Score: Raw -4222797.096404 + Penalty 3480.955672 = -4219316.140731
  nChanged 1344
		SP:Iteration 4Q (154374.520000 sec): 3 clusters
  Score: Raw -4223134.598654 + Penalty 3480.955672 = -4219653.642982
  nChanged 1324
		SP:Iteration 5Q (154374.940000 sec): 3 clusters
  Score: Raw -4223513.233849 + Penalty 3480.955672 = -4220032.278176
  nChanged 1439
		SP:Iteration 6Q (154375.270000 sec): 3 clusters
  Score: Raw -4223987.536266 + Penalty 3480.955672 = -4220506.580594
  nChanged 1617
		SP:Iteration 7Q (154375.620000 sec): 3 clusters
  Score: Raw -4224686.643797 + Penalty 3480.955672 = -4221205.688125
  nChanged 1936
		SP:Iteration 8Q (154375.920000 sec): 3 clusters
  Score: Raw -4225826.376329 + Penalty 3480.955672 = -4222345.420657
  nChanged 2411
		SP:Iteration 9F (154376.240000 sec): 3 clusters
  Score: Raw -4227608.868613 + Penalty 3480.955672 = -4224127.912941
  nChanged 2726
		SP:Iteration 10F (154376.630000 sec): 3 clusters
  Score: Raw -4229820.063511 + Penalty 3480.955672 = -4226339.107839
  nChanged 2544
		SP:Iteration 11F (154377.000000 sec): 3 clusters
  Score: Raw -4231472.240927 + Penalty 3480.955672 = -4227991.285255
  nChanged 1812
		SP:Iteration 12Q (154377.360000 sec): 3 clusters
  Score: Raw -4232195.624349 + Penalty 3480.955672 = -4228714.668677
  nChanged 1014
		SP:Iteration 13Q (154377.800000 sec): 3 clusters
  Score: Raw -4232462.889585 + Penalty 3480.955672 = -4228981.933913
  nChanged 653
		SP:Iteration 14Q (154378.210000 sec): 3 clusters
  Score: Raw -4232624.024204 + Penalty 3480.955672 = -4229143.068532
  nChanged 541
		SP:Iteration 15Q (154378.560000 sec): 3 clusters
  Score: Raw -4232750.680482 + Penalty 3480.955672 = -4229269.724810
  nChanged 504
		SP:Iteration 16Q (154378.980000 sec): 3 clusters
  Score: Raw -4232875.962810 + Penalty 3480.955672 = -4229395.007138
  nChanged 522
		SP:Iteration 17Q (154379.360000 sec): 3 clusters
  Score: Raw -4233007.823142 + Penalty 3480.955672 = -4229526.867470
  nChanged 549
		SP:Iteration 18Q (154379.770000 sec): 3 clusters
  Score: Raw -4233151.778540 + Penalty 3480.955672 = -4229670.822867
  nChanged 567
		SP:Iteration 19Q (154380.170000 sec): 3 clusters
  Score: Raw -4233302.817060 + Penalty 3480.955672 = -4229821.861388
  nChanged 568
		SP:Iteration 20F (154380.560000 sec): 3 clusters
  Score: Raw -4233456.202538 + Penalty 3480.955672 = -4229975.246866
  nChanged 581
		SP:Iteration 21Q (154380.950000 sec): 3 clusters
  Score: Raw -4233612.175004 + Penalty 3480.955672 = -4230131.219332
  nChanged 558
		SP:Iteration 22Q (154381.310000 sec): 3 clusters
  Score: Raw -4233769.391735 + Penalty 3480.955672 = -4230288.436062
  nChanged 609
		SP:Iteration 23Q (154381.680000 sec): 3 clusters
  Score: Raw -4233951.195739 + Penalty 3480.955672 = -4230470.240067
  nChanged 642
		SP:Iteration 24Q (154382.080000 sec): 3 clusters
  Score: Raw -4234155.102114 + Penalty 3480.955672 = -4230674.146441
  nChanged 668
		SP:Iteration 25Q (154382.550000 sec): 3 clusters
  Score: Raw -4234381.192209 + Penalty 3480.955672 = -4230900.236537
  nChanged 675
		SP:Iteration 26Q (154382.920000 sec): 3 clusters
  Score: Raw -4234622.480745 + Penalty 3480.955672 = -4231141.525073
  nChanged 716
		SP:Iteration 27Q (154383.290000 sec): 3 clusters
  Score: Raw -4234897.035616 + Penalty 3480.955672 = -4231416.079944
  nChanged 704
		SP:Iteration 28Q (154383.630000 sec): 3 clusters
  Score: Raw -4235189.060718 + Penalty 3480.955672 = -4231708.105046
  nChanged 757
		SP:Iteration 29Q (154383.960000 sec): 3 clusters
  Score: Raw -4235520.940893 + Penalty 3480.955672 = -4232039.985221
  nChanged 728
		SP:Iteration 30Q (154384.310000 sec): 3 clusters
  Score: Raw -4235845.260628 + Penalty 3480.955672 = -4232364.304956
  nChanged 739
		SP:Iteration 31Q (154384.700000 sec): 3 clusters
  Score: Raw -4236195.655679 + Penalty 3480.955672 = -4232714.700007
  nChanged 673
		SP:Iteration 32Q (154385.050000 sec): 3 clusters
  Score: Raw -4236551.215523 + Penalty 3480.955672 = -4233070.259851
  nChanged 659
		SP:Iteration 33Q (154385.350000 sec): 3 clusters
  Score: Raw -4236912.183014 + Penalty 3480.955672 = -4233431.227342
  nChanged 614
		SP:Iteration 34Q (154385.730000 sec): 3 clusters
  Score: Raw -4237276.310126 + Penalty 3480.955672 = -4233795.354454
  nChanged 547
		SP:Iteration 35Q (154386.020000 sec): 3 clusters
  Score: Raw -4237612.752460 + Penalty 3480.955672 = -4234131.796788
  nChanged 464
		SP:Iteration 36Q (154386.370000 sec): 3 clusters
  Score: Raw -4237911.414687 + Penalty 3480.955672 = -4234430.459015
  nChanged 399
		SP:Iteration 37Q (154386.660000 sec): 3 clusters
  Score: Raw -4238183.474986 + Penalty 3480.955672 = -4234702.519313
  nChanged 320
		SP:Iteration 38Q (154387.050000 sec): 3 clusters
  Score: Raw -4238400.263016 + Penalty 3480.955672 = -4234919.307344
  nChanged 229
		SP:Iteration 39Q (154387.430000 sec): 3 clusters
  Score: Raw -4238547.247273 + Penalty 3480.955672 = -4235066.291601
  nChanged 165
		SP:Iteration 40F (154387.800000 sec): 3 clusters
  Score: Raw -4238655.284628 + Penalty 3480.955672 = -4235174.328956
  nChanged 115
		SP:Iteration 41Q (154388.150000 sec): 3 clusters
  Score: Raw -4238736.185842 + Penalty 3480.955672 = -4235255.230170
  nChanged 80
		SP:Iteration 42Q (154388.500000 sec): 3 clusters
  Score: Raw -4238794.496795 + Penalty 3480.955672 = -4235313.541123
  nChanged 66
		SP:Iteration 43Q (154388.860000 sec): 3 clusters
  Score: Raw -4238836.937522 + Penalty 3480.955672 = -4235355.981850
  nChanged 43
		SP:Iteration 44Q (154389.190000 sec): 3 clusters
  Score: Raw -4238870.896983 + Penalty 3480.955672 = -4235389.941311
  nChanged 43
		SP:Iteration 45Q (154389.550000 sec): 3 clusters
  Score: Raw -4238907.985104 + Penalty 3480.955672 = -4235427.029432
  nChanged 35
		SP:Iteration 46Q (154389.860000 sec): 3 clusters
  Score: Raw -4238937.018487 + Penalty 3480.955672 = -4235456.062815
  nChanged 26
		SP:Iteration 47Q (154390.250000 sec): 3 clusters
  Score: Raw -4238956.110890 + Penalty 3480.955672 = -4235475.155218
  nChanged 15
		SP:Iteration 48Q (154390.650000 sec): 3 clusters
  Score: Raw -4238967.257903 + Penalty 3480.955672 = -4235486.302231
  nChanged 12
		SP:Iteration 49Q (154391.000000 sec): 3 clusters
  Score: Raw -4238977.268614 + Penalty 3480.955672 = -4235496.312942
  nChanged 8
		SP:Iteration 50Q (154391.350000 sec): 3 clusters
  Score: Raw -4238984.606022 + Penalty 3480.955672 = -4235503.650349
  nChanged 7
		SP:Iteration 51Q (154391.710000 sec): 3 clusters
  Score: Raw -4238988.140168 + Penalty 3480.955672 = -4235507.184496
  nChanged 2
		SP:Iteration 52Q (154392.080000 sec): 3 clusters
  Score: Raw -4238989.974698 + Penalty 3480.955672 = -4235509.019026
  nChanged 4
		SP:Iteration 53Q (154392.450000 sec): 3 clusters
  Score: Raw -4238992.696573 + Penalty 3480.955672 = -4235511.740901
  nChanged 3
		SP:Iteration 54Q (154392.760000 sec): 3 clusters
  Score: Raw -4238995.274490 + Penalty 3480.955672 = -4235514.318818
  nChanged 4
		SP:Iteration 55Q (154393.120000 sec): 3 clusters
  Score: Raw -4238997.330354 + Penalty 3480.955672 = -4235516.374682
  nChanged 2
		SP:Iteration 56Q (154393.450000 sec): 3 clusters
  Score: Raw -4238998.271312 + Penalty 3480.955672 = -4235517.315640
  nChanged 1
		SP:Iteration 57Q (154393.850000 sec): 3 clusters
  Score: Raw -4238998.883599 + Penalty 3480.955672 = -4235517.927927
  nChanged 1
		SP:Iteration 58Q (154394.170000 sec): 3 clusters
  Score: Raw -4238999.824560 + Penalty 3480.955672 = -4235518.868888
  nChanged 1
		SP:Iteration 59Q (154394.570000 sec): 3 clusters
  Score: Raw -4239000.324377 + Penalty 3480.955672 = -4235519.368705
  nChanged 0
		SP:Iteration 60F (154394.920000 sec): 3 clusters
  Score: Raw -4239000.324377 + Penalty 3480.955672 = -4235519.368705
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 39 (9015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154395.050000 sec): 2 clusters
  Score: Raw -739066.102349 + Penalty 1479.829835 = -737586.272514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154395.280000 sec): 3 clusters
  Score: Raw -734070.401974 + Penalty 2959.659669 = -731110.742305
  nChanged 3849
		SP:Iteration 1F (154395.490000 sec): 3 clusters
  Score: Raw -735983.074838 + Penalty 2959.659669 = -733023.415169
  nChanged 524
		SP:Iteration 2F (154395.710000 sec): 3 clusters
  Score: Raw -736198.855687 + Penalty 2959.659669 = -733239.196018
  nChanged 442
		SP:Iteration 3Q (154395.900000 sec): 3 clusters
  Score: Raw -736375.016529 + Penalty 2959.659669 = -733415.356860
  nChanged 397
		SP:Iteration 4Q (154396.130000 sec): 3 clusters
  Score: Raw -736546.095304 + Penalty 2959.659669 = -733586.435635
  nChanged 388
		SP:Iteration 5Q (154396.370000 sec): 3 clusters
  Score: Raw -736712.185975 + Penalty 2959.659669 = -733752.526306
  nChanged 408
		SP:Iteration 6Q (154396.530000 sec): 3 clusters
  Score: Raw -736930.845731 + Penalty 2959.659669 = -733971.186062
  nChanged 499
		SP:Iteration 7F (154396.770000 sec): 3 clusters
  Score: Raw -737257.725178 + Penalty 2959.659669 = -734298.065509
  nChanged 540
		SP:Iteration 8F (154396.990000 sec): 3 clusters
  Score: Raw -737661.554826 + Penalty 2959.659669 = -734701.895157
  nChanged 554
		SP:Iteration 9F (154397.290000 sec): 3 clusters
  Score: Raw -738112.855851 + Penalty 2959.659669 = -735153.196182
  nChanged 468
		SP:Iteration 10F (154397.500000 sec): 3 clusters
  Score: Raw -738539.631587 + Penalty 2959.659669 = -735579.971918
  nChanged 365
		SP:Iteration 11Q (154397.690000 sec): 3 clusters
  Score: Raw -738859.140616 + Penalty 2959.659669 = -735899.480947
  nChanged 243
		SP:Iteration 12Q (154397.930000 sec): 3 clusters
  Score: Raw -739079.332056 + Penalty 2959.659669 = -736119.672387
  nChanged 140
		SP:Iteration 13Q (154398.130000 sec): 3 clusters
  Score: Raw -739205.287694 + Penalty 2959.659669 = -736245.628024
  nChanged 75
		SP:Iteration 14Q (154398.410000 sec): 3 clusters
  Score: Raw -739275.773406 + Penalty 2959.659669 = -736316.113737
  nChanged 41
		SP:Iteration 15Q (154398.610000 sec): 3 clusters
  Score: Raw -739314.512656 + Penalty 2959.659669 = -736354.852987
  nChanged 21
		SP:Iteration 16Q (154398.830000 sec): 3 clusters
  Score: Raw -739330.415411 + Penalty 2959.659669 = -736370.755742
  nChanged 14
		SP:Iteration 17Q (154399.110000 sec): 3 clusters
  Score: Raw -739340.630231 + Penalty 2959.659669 = -736380.970562
  nChanged 6
		SP:Iteration 18Q (154399.330000 sec): 3 clusters
  Score: Raw -739344.964618 + Penalty 2959.659669 = -736385.304949
  nChanged 3
		SP:Iteration 19Q (154399.580000 sec): 3 clusters
  Score: Raw -739347.501798 + Penalty 2959.659669 = -736387.842129
  nChanged 1
		SP:Iteration 20F (154399.800000 sec): 3 clusters
  Score: Raw -739348.633802 + Penalty 2959.659669 = -736388.974133
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 40 (6675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154399.900000 sec): 2 clusters
  Score: Raw -555426.250149 + Penalty 1430.995229 = -553995.254920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154400.120000 sec): 3 clusters
  Score: Raw -551774.663030 + Penalty 2861.990457 = -548912.672573
  nChanged 2749
		SP:Iteration 1F (154400.330000 sec): 3 clusters
  Score: Raw -553359.824146 + Penalty 2861.990457 = -550497.833689
  nChanged 473
		SP:Iteration 2F (154400.520000 sec): 3 clusters
  Score: Raw -553707.621395 + Penalty 2861.990457 = -550845.630938
  nChanged 461
		SP:Iteration 3F (154400.720000 sec): 3 clusters
  Score: Raw -554044.895797 + Penalty 2861.990457 = -551182.905340
  nChanged 427
		SP:Iteration 4F (154400.930000 sec): 3 clusters
  Score: Raw -554336.342495 + Penalty 2861.990457 = -551474.352038
  nChanged 381
		SP:Iteration 5F (154401.130000 sec): 3 clusters
  Score: Raw -554599.974215 + Penalty 2861.990457 = -551737.983758
  nChanged 360
		SP:Iteration 6F (154401.350000 sec): 3 clusters
  Score: Raw -554803.077329 + Penalty 2861.990457 = -551941.086872
  nChanged 287
		SP:Iteration 7Q (154401.530000 sec): 3 clusters
  Score: Raw -554974.977217 + Penalty 2861.990457 = -552112.986760
  nChanged 260
		SP:Iteration 8Q (154401.810000 sec): 3 clusters
  Score: Raw -555139.008478 + Penalty 2861.990457 = -552277.018021
  nChanged 217
		SP:Iteration 9Q (154402.020000 sec): 3 clusters
  Score: Raw -555250.334118 + Penalty 2861.990457 = -552388.343661
  nChanged 203
		SP:Iteration 10Q (154402.280000 sec): 3 clusters
  Score: Raw -555369.580564 + Penalty 2861.990457 = -552507.590107
  nChanged 200
		SP:Iteration 11Q (154402.490000 sec): 3 clusters
  Score: Raw -555502.170467 + Penalty 2861.990457 = -552640.180010
  nChanged 194
		SP:Iteration 12Q (154402.700000 sec): 3 clusters
  Score: Raw -555628.366225 + Penalty 2861.990457 = -552766.375768
  nChanged 169
		SP:Iteration 13Q (154402.940000 sec): 3 clusters
  Score: Raw -555765.563507 + Penalty 2861.990457 = -552903.573050
  nChanged 149
		SP:Iteration 14Q (154403.160000 sec): 3 clusters
  Score: Raw -555880.294276 + Penalty 2861.990457 = -553018.303819
  nChanged 148
		SP:Iteration 15Q (154403.380000 sec): 3 clusters
  Score: Raw -555963.218109 + Penalty 2861.990457 = -553101.227652
  nChanged 117
		SP:Iteration 16Q (154403.640000 sec): 3 clusters
  Score: Raw -556031.923822 + Penalty 2861.990457 = -553169.933365
  nChanged 105
		SP:Iteration 17Q (154403.840000 sec): 3 clusters
  Score: Raw -556100.506023 + Penalty 2861.990457 = -553238.515566
  nChanged 108
		SP:Iteration 18Q (154404.080000 sec): 3 clusters
  Score: Raw -556196.751500 + Penalty 2861.990457 = -553334.761043
  nChanged 107
		SP:Iteration 19Q (154404.250000 sec): 3 clusters
  Score: Raw -556281.090452 + Penalty 2861.990457 = -553419.099995
  nChanged 114
		SP:Iteration 20F (154404.500000 sec): 3 clusters
  Score: Raw -556354.265064 + Penalty 2861.990457 = -553492.274607
  nChanged 112
		SP:Iteration 21Q (154404.740000 sec): 3 clusters
  Score: Raw -556433.998758 + Penalty 2861.990457 = -553572.008301
  nChanged 109
		SP:Iteration 22Q (154405.000000 sec): 3 clusters
  Score: Raw -556511.396270 + Penalty 2861.990457 = -553649.405813
  nChanged 96
		SP:Iteration 23Q (154405.180000 sec): 3 clusters
  Score: Raw -556567.497490 + Penalty 2861.990457 = -553705.507033
  nChanged 84
		SP:Iteration 24Q (154405.450000 sec): 3 clusters
  Score: Raw -556609.580668 + Penalty 2861.990457 = -553747.590210
  nChanged 64
		SP:Iteration 25Q (154405.630000 sec): 3 clusters
  Score: Raw -556636.537694 + Penalty 2861.990457 = -553774.547237
  nChanged 52
		SP:Iteration 26Q (154405.940000 sec): 3 clusters
  Score: Raw -556653.400438 + Penalty 2861.990457 = -553791.409981
  nChanged 43
		SP:Iteration 27Q (154406.180000 sec): 3 clusters
  Score: Raw -556665.661910 + Penalty 2861.990457 = -553803.671453
  nChanged 31
		SP:Iteration 28Q (154406.400000 sec): 3 clusters
  Score: Raw -556673.047836 + Penalty 2861.990457 = -553811.057379
  nChanged 26
		SP:Iteration 29Q (154406.600000 sec): 3 clusters
  Score: Raw -556678.794217 + Penalty 2861.990457 = -553816.803760
  nChanged 23
		SP:Iteration 30Q (154406.780000 sec): 3 clusters
  Score: Raw -556683.776692 + Penalty 2861.990457 = -553821.786235
  nChanged 8
		SP:Iteration 31Q (154407.050000 sec): 3 clusters
  Score: Raw -556685.616146 + Penalty 2861.990457 = -553823.625689
  nChanged 7
		SP:Iteration 32Q (154407.240000 sec): 3 clusters
  Score: Raw -556686.904976 + Penalty 2861.990457 = -553824.914519
  nChanged 8
		SP:Iteration 33Q (154407.460000 sec): 3 clusters
  Score: Raw -556688.173103 + Penalty 2861.990457 = -553826.182646
  nChanged 4
		SP:Iteration 34Q (154407.740000 sec): 3 clusters
  Score: Raw -556688.920809 + Penalty 2861.990457 = -553826.930352
  nChanged 3
		SP:Iteration 35Q (154407.930000 sec): 3 clusters
  Score: Raw -556689.510474 + Penalty 2861.990457 = -553827.520017
  nChanged 4
		SP:Iteration 36Q (154408.180000 sec): 3 clusters
  Score: Raw -556690.441673 + Penalty 2861.990457 = -553828.451216
  nChanged 9
		SP:Iteration 37Q (154408.400000 sec): 3 clusters
  Score: Raw -556691.930613 + Penalty 2861.990457 = -553829.940156
  nChanged 5
		SP:Iteration 38Q (154408.560000 sec): 3 clusters
  Score: Raw -556692.492694 + Penalty 2861.990457 = -553830.502236
  nChanged 5
		SP:Iteration 39Q (154408.800000 sec): 3 clusters
  Score: Raw -556693.491255 + Penalty 2861.990457 = -553831.500798
  nChanged 4
		SP:Iteration 40F (154409.080000 sec): 3 clusters
  Score: Raw -556694.367057 + Penalty 2861.990457 = -553832.376600
  nChanged 4
		SP:Iteration 41Q (154409.260000 sec): 3 clusters
  Score: Raw -556695.322003 + Penalty 2861.990457 = -553833.331546
  nChanged 4
		SP:Iteration 42Q (154409.520000 sec): 3 clusters
  Score: Raw -556695.949584 + Penalty 2861.990457 = -553833.959127
  nChanged 4
		SP:Iteration 43Q (154409.730000 sec): 3 clusters
  Score: Raw -556696.678719 + Penalty 2861.990457 = -553834.688262
  nChanged 4
		SP:Iteration 44Q (154410.000000 sec): 3 clusters
  Score: Raw -556697.394363 + Penalty 2861.990457 = -553835.403906
  nChanged 1
		SP:Iteration 45Q (154410.200000 sec): 3 clusters
  Score: Raw -556697.551190 + Penalty 2861.990457 = -553835.560733
  nChanged 1
		SP:Iteration 46Q (154410.410000 sec): 3 clusters
  Score: Raw -556697.829717 + Penalty 2861.990457 = -553835.839260
  nChanged 1
		SP:Iteration 47Q (154410.620000 sec): 3 clusters
  Score: Raw -556697.976778 + Penalty 2861.990457 = -553835.986321
  nChanged 1
		SP:Iteration 48Q (154410.820000 sec): 3 clusters
  Score: Raw -556698.194143 + Penalty 2861.990457 = -553836.203686
  nChanged 0
		SP:Iteration 49F (154411.080000 sec): 3 clusters
  Score: Raw -556698.194143 + Penalty 2861.990457 = -553836.203686
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 41 (241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154411.140000 sec): 2 clusters
  Score: Raw -16330.008249 + Penalty 891.279502 = -15438.728747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154411.350000 sec): 3 clusters
  Score: Raw -16417.377742 + Penalty 1782.559003 = -14634.818739
  nChanged 41
		SP:Iteration 1F (154411.570000 sec): 3 clusters
  Score: Raw -16542.309160 + Penalty 1782.559003 = -14759.750156
  nChanged 8
		SP:Iteration 2Q (154411.790000 sec): 3 clusters
  Score: Raw -16565.870194 + Penalty 1782.559003 = -14783.311191
  nChanged 3
		SP:Iteration 3Q (154411.990000 sec): 3 clusters
  Score: Raw -16574.261035 + Penalty 1782.559003 = -14791.702032
  nChanged 3
		SP:Iteration 4Q (154412.200000 sec): 3 clusters
  Score: Raw -16583.266312 + Penalty 1782.559003 = -14800.707308
  nChanged 1
		SP:Iteration 5Q (154412.360000 sec): 3 clusters
  Score: Raw -16584.921301 + Penalty 1782.559003 = -14802.362298
  nChanged 1
		SP:Iteration 6Q (154412.620000 sec): 3 clusters
  Score: Raw -16587.302253 + Penalty 1782.559003 = -14804.743249
  nChanged 0
		SP:Iteration 7F (154412.790000 sec): 3 clusters
  Score: Raw -16587.302253 + Penalty 1782.559003 = -14804.743249
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 42 (3354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154412.920000 sec): 2 clusters
  Score: Raw -240152.527190 + Penalty 1319.160203 = -238833.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154413.180000 sec): 3 clusters
  Score: Raw -238621.353984 + Penalty 2638.320406 = -235983.033577
  nChanged 1293
		SP:Iteration 1F (154413.340000 sec): 3 clusters
  Score: Raw -239621.377701 + Penalty 2638.320406 = -236983.057294
  nChanged 365
		SP:Iteration 2F (154413.480000 sec): 3 clusters
  Score: Raw -240058.334780 + Penalty 2638.320406 = -237420.014373
  nChanged 270
		SP:Iteration 3F (154413.700000 sec): 3 clusters
  Score: Raw -240351.568282 + Penalty 2638.320406 = -237713.247876
  nChanged 201
		SP:Iteration 4F (154413.880000 sec): 3 clusters
  Score: Raw -240573.284482 + Penalty 2638.320406 = -237934.964075
  nChanged 163
		SP:Iteration 5Q (154414.070000 sec): 3 clusters
  Score: Raw -240733.714960 + Penalty 2638.320406 = -238095.394553
  nChanged 147
		SP:Iteration 6Q (154414.240000 sec): 3 clusters
  Score: Raw -240880.213163 + Penalty 2638.320406 = -238241.892757
  nChanged 101
		SP:Iteration 7Q (154414.480000 sec): 3 clusters
  Score: Raw -240949.318431 + Penalty 2638.320406 = -238310.998024
  nChanged 81
		SP:Iteration 8Q (154414.700000 sec): 3 clusters
  Score: Raw -240992.322630 + Penalty 2638.320406 = -238354.002224
  nChanged 46
		SP:Iteration 9Q (154414.920000 sec): 3 clusters
  Score: Raw -241012.271891 + Penalty 2638.320406 = -238373.951485
  nChanged 32
		SP:Iteration 10Q (154415.130000 sec): 3 clusters
  Score: Raw -241023.404466 + Penalty 2638.320406 = -238385.084060
  nChanged 16
		SP:Iteration 11Q (154415.340000 sec): 3 clusters
  Score: Raw -241028.537902 + Penalty 2638.320406 = -238390.217495
  nChanged 13
		SP:Iteration 12Q (154415.550000 sec): 3 clusters
  Score: Raw -241032.477611 + Penalty 2638.320406 = -238394.157204
  nChanged 14
		SP:Iteration 13Q (154415.700000 sec): 3 clusters
  Score: Raw -241037.013973 + Penalty 2638.320406 = -238398.693567
  nChanged 8
		SP:Iteration 14Q (154415.860000 sec): 3 clusters
  Score: Raw -241039.570263 + Penalty 2638.320406 = -238401.249857
  nChanged 2
		SP:Iteration 15Q (154416.060000 sec): 3 clusters
  Score: Raw -241040.403439 + Penalty 2638.320406 = -238402.083033
  nChanged 5
		SP:Iteration 16Q (154416.240000 sec): 3 clusters
  Score: Raw -241041.899677 + Penalty 2638.320406 = -238403.579271
  nChanged 4
		SP:Iteration 17Q (154416.420000 sec): 3 clusters
  Score: Raw -241042.720683 + Penalty 2638.320406 = -238404.400277
  nChanged 3
		SP:Iteration 18Q (154416.620000 sec): 3 clusters
  Score: Raw -241043.361408 + Penalty 2638.320406 = -238405.041002
  nChanged 2
		SP:Iteration 19Q (154416.820000 sec): 3 clusters
  Score: Raw -241043.653037 + Penalty 2638.320406 = -238405.332631
  nChanged 1
		SP:Iteration 20F (154417.040000 sec): 3 clusters
  Score: Raw -241043.899835 + Penalty 2638.320406 = -238405.579428
  nChanged 2
		SP:Iteration 21Q (154417.200000 sec): 3 clusters
  Score: Raw -241045.648147 + Penalty 2638.320406 = -238407.327740
  nChanged 1
		SP:Iteration 22Q (154417.450000 sec): 3 clusters
  Score: Raw -241045.781531 + Penalty 2638.320406 = -238407.461125
  nChanged 0
		SP:Iteration 23F (154417.620000 sec): 3 clusters
  Score: Raw -241045.781531 + Penalty 2638.320406 = -238407.461125
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 43 (11141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154417.770000 sec): 2 clusters
  Score: Raw -953875.102865 + Penalty 1514.237932 = -952360.864932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154418.010000 sec): 3 clusters
  Score: Raw -947548.562753 + Penalty 3028.475865 = -944520.086888
  nChanged 4900
		SP:Iteration 1F (154418.240000 sec): 3 clusters
  Score: Raw -950256.041949 + Penalty 3028.475865 = -947227.566084
  nChanged 746
		SP:Iteration 2F (154418.440000 sec): 3 clusters
  Score: Raw -950662.708394 + Penalty 3028.475865 = -947634.232529
  nChanged 699
		SP:Iteration 3F (154418.700000 sec): 3 clusters
  Score: Raw -951064.148650 + Penalty 3028.475865 = -948035.672786
  nChanged 680
		SP:Iteration 4F (154418.950000 sec): 3 clusters
  Score: Raw -951468.020507 + Penalty 3028.475865 = -948439.544643
  nChanged 661
		SP:Iteration 5F (154419.210000 sec): 3 clusters
  Score: Raw -951906.019836 + Penalty 3028.475865 = -948877.543972
  nChanged 635
		SP:Iteration 6F (154419.420000 sec): 3 clusters
  Score: Raw -952347.188069 + Penalty 3028.475865 = -949318.712204
  nChanged 553
		SP:Iteration 7Q (154419.630000 sec): 3 clusters
  Score: Raw -952727.232207 + Penalty 3028.475865 = -949698.756342
  nChanged 427
		SP:Iteration 8Q (154419.880000 sec): 3 clusters
  Score: Raw -953031.103950 + Penalty 3028.475865 = -950002.628085
  nChanged 371
		SP:Iteration 9Q (154420.090000 sec): 3 clusters
  Score: Raw -953319.789570 + Penalty 3028.475865 = -950291.313706
  nChanged 285
		SP:Iteration 10Q (154420.350000 sec): 3 clusters
  Score: Raw -953546.493858 + Penalty 3028.475865 = -950518.017993
  nChanged 206
		SP:Iteration 11Q (154420.640000 sec): 3 clusters
  Score: Raw -953715.616064 + Penalty 3028.475865 = -950687.140200
  nChanged 135
		SP:Iteration 12Q (154420.870000 sec): 3 clusters
  Score: Raw -953835.459115 + Penalty 3028.475865 = -950806.983251
  nChanged 80
		SP:Iteration 13Q (154421.100000 sec): 3 clusters
  Score: Raw -953906.177468 + Penalty 3028.475865 = -950877.701603
  nChanged 46
		SP:Iteration 14Q (154421.360000 sec): 3 clusters
  Score: Raw -953948.612719 + Penalty 3028.475865 = -950920.136854
  nChanged 32
		SP:Iteration 15Q (154421.550000 sec): 3 clusters
  Score: Raw -953976.151462 + Penalty 3028.475865 = -950947.675597
  nChanged 22
		SP:Iteration 16Q (154421.770000 sec): 3 clusters
  Score: Raw -953993.989342 + Penalty 3028.475865 = -950965.513477
  nChanged 16
		SP:Iteration 17Q (154421.940000 sec): 3 clusters
  Score: Raw -954007.023967 + Penalty 3028.475865 = -950978.548103
  nChanged 11
		SP:Iteration 18Q (154422.190000 sec): 3 clusters
  Score: Raw -954014.481681 + Penalty 3028.475865 = -950986.005816
  nChanged 10
		SP:Iteration 19Q (154422.480000 sec): 3 clusters
  Score: Raw -954024.034961 + Penalty 3028.475865 = -950995.559096
  nChanged 9
		SP:Iteration 20F (154422.680000 sec): 3 clusters
  Score: Raw -954031.460250 + Penalty 3028.475865 = -951002.984386
  nChanged 5
		SP:Iteration 21Q (154422.920000 sec): 3 clusters
  Score: Raw -954037.871582 + Penalty 3028.475865 = -951009.395717
  nChanged 10
		SP:Iteration 22Q (154423.130000 sec): 3 clusters
  Score: Raw -954046.986912 + Penalty 3028.475865 = -951018.511048
  nChanged 5
		SP:Iteration 23Q (154423.350000 sec): 3 clusters
  Score: Raw -954053.002023 + Penalty 3028.475865 = -951024.526158
  nChanged 5
		SP:Iteration 24Q (154423.590000 sec): 3 clusters
  Score: Raw -954057.926801 + Penalty 3028.475865 = -951029.450936
  nChanged 2
		SP:Iteration 25Q (154423.810000 sec): 3 clusters
  Score: Raw -954059.310353 + Penalty 3028.475865 = -951030.834489
  nChanged 1
		SP:Iteration 26Q (154424.050000 sec): 3 clusters
  Score: Raw -954060.400608 + Penalty 3028.475865 = -951031.924743
  nChanged 0
		SP:Iteration 27F (154424.260000 sec): 3 clusters
  Score: Raw -954060.400608 + Penalty 3028.475865 = -951031.924743
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 44 (6212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154424.390000 sec): 2 clusters
  Score: Raw -527281.083727 + Penalty 1419.313705 = -525861.770022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154424.640000 sec): 3 clusters
  Score: Raw -524015.583532 + Penalty 2838.627410 = -521176.956122
  nChanged 2570
		SP:Iteration 1F (154424.810000 sec): 3 clusters
  Score: Raw -525358.278111 + Penalty 2838.627410 = -522519.650702
  nChanged 425
		SP:Iteration 2F (154425.030000 sec): 3 clusters
  Score: Raw -525622.610493 + Penalty 2838.627410 = -522783.983083
  nChanged 378
		SP:Iteration 3F (154425.220000 sec): 3 clusters
  Score: Raw -525913.269851 + Penalty 2838.627410 = -523074.642441
  nChanged 377
		SP:Iteration 4F (154425.450000 sec): 3 clusters
  Score: Raw -526229.161935 + Penalty 2838.627410 = -523390.534525
  nChanged 360
		SP:Iteration 5F (154425.690000 sec): 3 clusters
  Score: Raw -526567.899457 + Penalty 2838.627410 = -523729.272048
  nChanged 335
		SP:Iteration 6F (154425.890000 sec): 3 clusters
  Score: Raw -526913.193763 + Penalty 2838.627410 = -524074.566353
  nChanged 319
		SP:Iteration 7F (154426.090000 sec): 3 clusters
  Score: Raw -527189.485406 + Penalty 2838.627410 = -524350.857996
  nChanged 284
		SP:Iteration 8Q (154426.290000 sec): 3 clusters
  Score: Raw -527369.755607 + Penalty 2838.627410 = -524531.128197
  nChanged 213
		SP:Iteration 9Q (154426.490000 sec): 3 clusters
  Score: Raw -527489.265786 + Penalty 2838.627410 = -524650.638376
  nChanged 157
		SP:Iteration 10Q (154426.730000 sec): 3 clusters
  Score: Raw -527559.961688 + Penalty 2838.627410 = -524721.334278
  nChanged 122
		SP:Iteration 11Q (154426.960000 sec): 3 clusters
  Score: Raw -527611.108447 + Penalty 2838.627410 = -524772.481037
  nChanged 96
		SP:Iteration 12Q (154427.150000 sec): 3 clusters
  Score: Raw -527658.273230 + Penalty 2838.627410 = -524819.645820
  nChanged 102
		SP:Iteration 13Q (154427.390000 sec): 3 clusters
  Score: Raw -527708.939700 + Penalty 2838.627410 = -524870.312291
  nChanged 103
		SP:Iteration 14Q (154427.600000 sec): 3 clusters
  Score: Raw -527766.463237 + Penalty 2838.627410 = -524927.835827
  nChanged 102
		SP:Iteration 15Q (154427.800000 sec): 3 clusters
  Score: Raw -527829.018442 + Penalty 2838.627410 = -524990.391033
  nChanged 81
		SP:Iteration 16Q (154428.040000 sec): 3 clusters
  Score: Raw -527878.699005 + Penalty 2838.627410 = -525040.071595
  nChanged 76
		SP:Iteration 17Q (154428.260000 sec): 3 clusters
  Score: Raw -527938.443739 + Penalty 2838.627410 = -525099.816329
  nChanged 92
		SP:Iteration 18Q (154428.490000 sec): 3 clusters
  Score: Raw -528007.355746 + Penalty 2838.627410 = -525168.728336
  nChanged 79
		SP:Iteration 19Q (154428.750000 sec): 3 clusters
  Score: Raw -528054.358401 + Penalty 2838.627410 = -525215.730991
  nChanged 71
		SP:Iteration 20F (154429.020000 sec): 3 clusters
  Score: Raw -528097.683761 + Penalty 2838.627410 = -525259.056351
  nChanged 62
		SP:Iteration 21Q (154429.210000 sec): 3 clusters
  Score: Raw -528137.194062 + Penalty 2838.627410 = -525298.566652
  nChanged 63
		SP:Iteration 22Q (154429.450000 sec): 3 clusters
  Score: Raw -528182.581598 + Penalty 2838.627410 = -525343.954188
  nChanged 62
		SP:Iteration 23Q (154429.630000 sec): 3 clusters
  Score: Raw -528219.995279 + Penalty 2838.627410 = -525381.367869
  nChanged 60
		SP:Iteration 24Q (154429.850000 sec): 3 clusters
  Score: Raw -528258.410036 + Penalty 2838.627410 = -525419.782626
  nChanged 57
		SP:Iteration 25Q (154430.030000 sec): 3 clusters
  Score: Raw -528298.811639 + Penalty 2838.627410 = -525460.184230
  nChanged 48
		SP:Iteration 26Q (154430.220000 sec): 3 clusters
  Score: Raw -528341.373810 + Penalty 2838.627410 = -525502.746401
  nChanged 52
		SP:Iteration 27Q (154430.440000 sec): 3 clusters
  Score: Raw -528385.222789 + Penalty 2838.627410 = -525546.595379
  nChanged 37
		SP:Iteration 28Q (154430.640000 sec): 3 clusters
  Score: Raw -528411.055842 + Penalty 2838.627410 = -525572.428432
  nChanged 38
		SP:Iteration 29Q (154430.840000 sec): 3 clusters
  Score: Raw -528436.869137 + Penalty 2838.627410 = -525598.241728
  nChanged 35
		SP:Iteration 30Q (154431.020000 sec): 3 clusters
  Score: Raw -528458.634547 + Penalty 2838.627410 = -525620.007137
  nChanged 34
		SP:Iteration 31Q (154431.230000 sec): 3 clusters
  Score: Raw -528476.517000 + Penalty 2838.627410 = -525637.889590
  nChanged 23
		SP:Iteration 32Q (154431.420000 sec): 3 clusters
  Score: Raw -528486.305105 + Penalty 2838.627410 = -525647.677695
  nChanged 19
		SP:Iteration 33Q (154431.630000 sec): 3 clusters
  Score: Raw -528495.407744 + Penalty 2838.627410 = -525656.780335
  nChanged 14
		SP:Iteration 34Q (154431.860000 sec): 3 clusters
  Score: Raw -528501.208230 + Penalty 2838.627410 = -525662.580821
  nChanged 19
		SP:Iteration 35Q (154432.020000 sec): 3 clusters
  Score: Raw -528508.811008 + Penalty 2838.627410 = -525670.183598
  nChanged 11
		SP:Iteration 36Q (154432.250000 sec): 3 clusters
  Score: Raw -528513.190246 + Penalty 2838.627410 = -525674.562836
  nChanged 7
		SP:Iteration 37Q (154432.450000 sec): 3 clusters
  Score: Raw -528514.908316 + Penalty 2838.627410 = -525676.280906
  nChanged 2
		SP:Iteration 38Q (154432.660000 sec): 3 clusters
  Score: Raw -528515.662809 + Penalty 2838.627410 = -525677.035399
  nChanged 1
		SP:Iteration 39Q (154432.820000 sec): 3 clusters
  Score: Raw -528515.814933 + Penalty 2838.627410 = -525677.187523
  nChanged 0
		SP:Iteration 40F (154433.050000 sec): 3 clusters
  Score: Raw -528515.814933 + Penalty 2838.627410 = -525677.187523
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 45 (837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154433.170000 sec): 2 clusters
  Score: Raw -66815.521968 + Penalty 1093.596411 = -65721.925557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154433.340000 sec): 3 clusters
  Score: Raw -66610.344181 + Penalty 2187.192823 = -64423.151358
  nChanged 240
		SP:Iteration 1F (154433.570000 sec): 3 clusters
  Score: Raw -66856.766798 + Penalty 2187.192823 = -64669.573975
  nChanged 56
		SP:Iteration 2F (154433.770000 sec): 3 clusters
  Score: Raw -66950.479589 + Penalty 2187.192823 = -64763.286766
  nChanged 49
		SP:Iteration 3F (154433.920000 sec): 3 clusters
  Score: Raw -67032.605022 + Penalty 2187.192823 = -64845.412200
  nChanged 31
		SP:Iteration 4Q (154434.140000 sec): 3 clusters
  Score: Raw -67098.904150 + Penalty 2187.192823 = -64911.711327
  nChanged 32
		SP:Iteration 5Q (154434.310000 sec): 3 clusters
  Score: Raw -67176.075703 + Penalty 2187.192823 = -64988.882880
  nChanged 31
		SP:Iteration 6Q (154434.530000 sec): 3 clusters
  Score: Raw -67223.784811 + Penalty 2187.192823 = -65036.591988
  nChanged 17
		SP:Iteration 7Q (154434.730000 sec): 3 clusters
  Score: Raw -67253.802880 + Penalty 2187.192823 = -65066.610057
  nChanged 17
		SP:Iteration 8Q (154434.900000 sec): 3 clusters
  Score: Raw -67286.029448 + Penalty 2187.192823 = -65098.836625
  nChanged 17
		SP:Iteration 9Q (154435.090000 sec): 3 clusters
  Score: Raw -67313.428252 + Penalty 2187.192823 = -65126.235429
  nChanged 16
		SP:Iteration 10Q (154435.250000 sec): 3 clusters
  Score: Raw -67345.115752 + Penalty 2187.192823 = -65157.922929
  nChanged 19
		SP:Iteration 11Q (154435.430000 sec): 3 clusters
  Score: Raw -67391.026846 + Penalty 2187.192823 = -65203.834023
  nChanged 24
		SP:Iteration 12Q (154435.590000 sec): 3 clusters
  Score: Raw -67442.373411 + Penalty 2187.192823 = -65255.180588
  nChanged 19
		SP:Iteration 13Q (154435.780000 sec): 3 clusters
  Score: Raw -67488.346973 + Penalty 2187.192823 = -65301.154150
  nChanged 26
		SP:Iteration 14Q (154435.950000 sec): 3 clusters
  Score: Raw -67591.498563 + Penalty 2187.192823 = -65404.305741
  nChanged 31
		SP:Iteration 15Q (154436.110000 sec): 3 clusters
  Score: Raw -67728.299374 + Penalty 2187.192823 = -65541.106551
  nChanged 26
		SP:Iteration 16Q (154436.270000 sec): 3 clusters
  Score: Raw -67871.225874 + Penalty 2187.192823 = -65684.033051
  nChanged 21
		SP:Iteration 17Q (154436.470000 sec): 3 clusters
  Score: Raw -67956.641503 + Penalty 2187.192823 = -65769.448680
  nChanged 7
		SP:Iteration 18Q (154436.650000 sec): 3 clusters
  Score: Raw -67971.825416 + Penalty 2187.192823 = -65784.632593
  nChanged 3
		SP:Iteration 19Q (154436.870000 sec): 3 clusters
  Score: Raw -67976.062713 + Penalty 2187.192823 = -65788.869890
  nChanged 0
		SP:Iteration 20F (154437.050000 sec): 3 clusters
  Score: Raw -67976.062713 + Penalty 2187.192823 = -65788.869890
  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 10.71 GB.

 Trying to split cluster 46 (4735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154437.170000 sec): 2 clusters
  Score: Raw -393156.414965 + Penalty 1375.194763 = -391781.220202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154437.360000 sec): 3 clusters
  Score: Raw -390692.800609 + Penalty 2750.389527 = -387942.411082
  nChanged 1896
		SP:Iteration 1F (154437.550000 sec): 3 clusters
  Score: Raw -391784.191595 + Penalty 2750.389527 = -389033.802068
  nChanged 383
		SP:Iteration 2F (154437.770000 sec): 3 clusters
  Score: Raw -392015.330367 + Penalty 2750.389527 = -389264.940841
  nChanged 309
		SP:Iteration 3F (154437.940000 sec): 3 clusters
  Score: Raw -392205.874397 + Penalty 2750.389527 = -389455.484870
  nChanged 260
		SP:Iteration 4F (154438.120000 sec): 3 clusters
  Score: Raw -392381.762372 + Penalty 2750.389527 = -389631.372845
  nChanged 233
		SP:Iteration 5Q (154438.300000 sec): 3 clusters
  Score: Raw -392524.333879 + Penalty 2750.389527 = -389773.944352
  nChanged 180
		SP:Iteration 6Q (154438.480000 sec): 3 clusters
  Score: Raw -392633.236819 + Penalty 2750.389527 = -389882.847292
  nChanged 174
		SP:Iteration 7Q (154438.670000 sec): 3 clusters
  Score: Raw -392736.579889 + Penalty 2750.389527 = -389986.190362
  nChanged 163
		SP:Iteration 8Q (154438.830000 sec): 3 clusters
  Score: Raw -392836.947340 + Penalty 2750.389527 = -390086.557813
  nChanged 154
		SP:Iteration 9Q (154439.010000 sec): 3 clusters
  Score: Raw -392935.641481 + Penalty 2750.389527 = -390185.251955
  nChanged 125
		SP:Iteration 10Q (154439.170000 sec): 3 clusters
  Score: Raw -393003.926915 + Penalty 2750.389527 = -390253.537388
  nChanged 98
		SP:Iteration 11Q (154439.330000 sec): 3 clusters
  Score: Raw -393064.361900 + Penalty 2750.389527 = -390313.972373
  nChanged 90
		SP:Iteration 12Q (154439.500000 sec): 3 clusters
  Score: Raw -393118.265494 + Penalty 2750.389527 = -390367.875968
  nChanged 73
		SP:Iteration 13Q (154439.690000 sec): 3 clusters
  Score: Raw -393164.437040 + Penalty 2750.389527 = -390414.047513
  nChanged 73
		SP:Iteration 14Q (154439.850000 sec): 3 clusters
  Score: Raw -393205.365668 + Penalty 2750.389527 = -390454.976141
  nChanged 67
		SP:Iteration 15Q (154440.020000 sec): 3 clusters
  Score: Raw -393239.171266 + Penalty 2750.389527 = -390488.781739
  nChanged 47
		SP:Iteration 16Q (154440.230000 sec): 3 clusters
  Score: Raw -393258.054874 + Penalty 2750.389527 = -390507.665348
  nChanged 39
		SP:Iteration 17Q (154440.370000 sec): 3 clusters
  Score: Raw -393276.121810 + Penalty 2750.389527 = -390525.732283
  nChanged 33
		SP:Iteration 18Q (154440.580000 sec): 3 clusters
  Score: Raw -393287.632990 + Penalty 2750.389527 = -390537.243463
  nChanged 25
		SP:Iteration 19Q (154440.770000 sec): 3 clusters
  Score: Raw -393297.129338 + Penalty 2750.389527 = -390546.739811
  nChanged 22
		SP:Iteration 20F (154440.930000 sec): 3 clusters
  Score: Raw -393305.709085 + Penalty 2750.389527 = -390555.319558
  nChanged 18
		SP:Iteration 21Q (154441.130000 sec): 3 clusters
  Score: Raw -393313.070495 + Penalty 2750.389527 = -390562.680968
  nChanged 12
		SP:Iteration 22Q (154441.290000 sec): 3 clusters
  Score: Raw -393317.880274 + Penalty 2750.389527 = -390567.490747
  nChanged 16
		SP:Iteration 23Q (154441.510000 sec): 3 clusters
  Score: Raw -393322.573413 + Penalty 2750.389527 = -390572.183886
  nChanged 14
		SP:Iteration 24Q (154441.710000 sec): 3 clusters
  Score: Raw -393327.075477 + Penalty 2750.389527 = -390576.685950
  nChanged 11
		SP:Iteration 25Q (154441.890000 sec): 3 clusters
  Score: Raw -393330.656423 + Penalty 2750.389527 = -390580.266896
  nChanged 7
		SP:Iteration 26Q (154442.070000 sec): 3 clusters
  Score: Raw -393332.705934 + Penalty 2750.389527 = -390582.316407
  nChanged 3
		SP:Iteration 27Q (154442.280000 sec): 3 clusters
  Score: Raw -393333.899085 + Penalty 2750.389527 = -390583.509558
  nChanged 5
		SP:Iteration 28Q (154442.460000 sec): 3 clusters
  Score: Raw -393335.398597 + Penalty 2750.389527 = -390585.009070
  nChanged 0
		SP:Iteration 29F (154442.650000 sec): 3 clusters
  Score: Raw -393335.398597 + Penalty 2750.389527 = -390585.009070
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 47 (5199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154442.770000 sec): 2 clusters
  Score: Raw -416371.017620 + Penalty 1390.386006 = -414980.631613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154442.960000 sec): 3 clusters
  Score: Raw -413713.041858 + Penalty 2780.772013 = -410932.269845
  nChanged 2103
		SP:Iteration 1F (154443.170000 sec): 3 clusters
  Score: Raw -415004.346477 + Penalty 2780.772013 = -412223.574464
  nChanged 469
		SP:Iteration 2F (154443.330000 sec): 3 clusters
  Score: Raw -415357.741168 + Penalty 2780.772013 = -412576.969155
  nChanged 366
		SP:Iteration 3F (154443.570000 sec): 3 clusters
  Score: Raw -415598.389732 + Penalty 2780.772013 = -412817.617719
  nChanged 303
		SP:Iteration 4F (154443.730000 sec): 3 clusters
  Score: Raw -415798.436487 + Penalty 2780.772013 = -413017.664474
  nChanged 302
		SP:Iteration 5F (154443.920000 sec): 3 clusters
  Score: Raw -416058.134227 + Penalty 2780.772013 = -413277.362214
  nChanged 293
		SP:Iteration 6F (154444.110000 sec): 3 clusters
  Score: Raw -416288.948365 + Penalty 2780.772013 = -413508.176352
  nChanged 265
		SP:Iteration 7F (154444.310000 sec): 3 clusters
  Score: Raw -416521.607043 + Penalty 2780.772013 = -413740.835030
  nChanged 233
		SP:Iteration 8Q (154444.520000 sec): 3 clusters
  Score: Raw -416716.486494 + Penalty 2780.772013 = -413935.714481
  nChanged 191
		SP:Iteration 9Q (154444.690000 sec): 3 clusters
  Score: Raw -416890.551586 + Penalty 2780.772013 = -414109.779573
  nChanged 167
		SP:Iteration 10Q (154444.920000 sec): 3 clusters
  Score: Raw -416994.399837 + Penalty 2780.772013 = -414213.627824
  nChanged 131
		SP:Iteration 11Q (154445.150000 sec): 3 clusters
  Score: Raw -417078.508859 + Penalty 2780.772013 = -414297.736846
  nChanged 92
		SP:Iteration 12Q (154445.340000 sec): 3 clusters
  Score: Raw -417125.491044 + Penalty 2780.772013 = -414344.719031
  nChanged 73
		SP:Iteration 13Q (154445.530000 sec): 3 clusters
  Score: Raw -417155.503242 + Penalty 2780.772013 = -414374.731229
  nChanged 51
		SP:Iteration 14Q (154445.760000 sec): 3 clusters
  Score: Raw -417177.976272 + Penalty 2780.772013 = -414397.204259
  nChanged 47
		SP:Iteration 15Q (154445.990000 sec): 3 clusters
  Score: Raw -417194.728095 + Penalty 2780.772013 = -414413.956082
  nChanged 35
		SP:Iteration 16Q (154446.200000 sec): 3 clusters
  Score: Raw -417209.462318 + Penalty 2780.772013 = -414428.690305
  nChanged 33
		SP:Iteration 17Q (154446.390000 sec): 3 clusters
  Score: Raw -417221.208399 + Penalty 2780.772013 = -414440.436386
  nChanged 25
		SP:Iteration 18Q (154446.610000 sec): 3 clusters
  Score: Raw -417233.588369 + Penalty 2780.772013 = -414452.816356
  nChanged 31
		SP:Iteration 19Q (154446.790000 sec): 3 clusters
  Score: Raw -417243.561822 + Penalty 2780.772013 = -414462.789810
  nChanged 23
		SP:Iteration 20F (154446.970000 sec): 3 clusters
  Score: Raw -417250.411667 + Penalty 2780.772013 = -414469.639654
  nChanged 20
		SP:Iteration 21Q (154447.180000 sec): 3 clusters
  Score: Raw -417256.429974 + Penalty 2780.772013 = -414475.657961
  nChanged 20
		SP:Iteration 22Q (154447.420000 sec): 3 clusters
  Score: Raw -417262.378358 + Penalty 2780.772013 = -414481.606345
  nChanged 13
		SP:Iteration 23Q (154447.610000 sec): 3 clusters
  Score: Raw -417265.407965 + Penalty 2780.772013 = -414484.635952
  nChanged 10
		SP:Iteration 24Q (154447.860000 sec): 3 clusters
  Score: Raw -417267.338032 + Penalty 2780.772013 = -414486.566019
  nChanged 9
		SP:Iteration 25Q (154448.030000 sec): 3 clusters
  Score: Raw -417269.917384 + Penalty 2780.772013 = -414489.145371
  nChanged 9
		SP:Iteration 26Q (154448.230000 sec): 3 clusters
  Score: Raw -417273.542862 + Penalty 2780.772013 = -414492.770849
  nChanged 11
		SP:Iteration 27Q (154448.370000 sec): 3 clusters
  Score: Raw -417275.610506 + Penalty 2780.772013 = -414494.838493
  nChanged 6
		SP:Iteration 28Q (154448.620000 sec): 3 clusters
  Score: Raw -417277.180838 + Penalty 2780.772013 = -414496.408825
  nChanged 8
		SP:Iteration 29Q (154448.790000 sec): 3 clusters
  Score: Raw -417279.440895 + Penalty 2780.772013 = -414498.668882
  nChanged 10
		SP:Iteration 30Q (154449.070000 sec): 3 clusters
  Score: Raw -417282.362745 + Penalty 2780.772013 = -414501.590732
  nChanged 14
		SP:Iteration 31Q (154449.320000 sec): 3 clusters
  Score: Raw -417285.851992 + Penalty 2780.772013 = -414505.079979
  nChanged 7
		SP:Iteration 32Q (154449.500000 sec): 3 clusters
  Score: Raw -417287.896183 + Penalty 2780.772013 = -414507.124170
  nChanged 7
		SP:Iteration 33Q (154449.730000 sec): 3 clusters
  Score: Raw -417289.799062 + Penalty 2780.772013 = -414509.027049
  nChanged 6
		SP:Iteration 34Q (154449.960000 sec): 3 clusters
  Score: Raw -417291.203097 + Penalty 2780.772013 = -414510.431084
  nChanged 9
		SP:Iteration 35Q (154450.180000 sec): 3 clusters
  Score: Raw -417293.297924 + Penalty 2780.772013 = -414512.525911
  nChanged 10
		SP:Iteration 36Q (154450.460000 sec): 3 clusters
  Score: Raw -417295.024748 + Penalty 2780.772013 = -414514.252735
  nChanged 7
		SP:Iteration 37Q (154450.670000 sec): 3 clusters
  Score: Raw -417296.175630 + Penalty 2780.772013 = -414515.403617
  nChanged 5
		SP:Iteration 38Q (154450.920000 sec): 3 clusters
  Score: Raw -417297.284479 + Penalty 2780.772013 = -414516.512466
  nChanged 4
		SP:Iteration 39Q (154451.120000 sec): 3 clusters
  Score: Raw -417298.369446 + Penalty 2780.772013 = -414517.597433
  nChanged 6
		SP:Iteration 40F (154451.340000 sec): 3 clusters
  Score: Raw -417299.436651 + Penalty 2780.772013 = -414518.664638
  nChanged 9
		SP:Iteration 41Q (154451.610000 sec): 3 clusters
  Score: Raw -417301.804744 + Penalty 2780.772013 = -414521.032731
  nChanged 9
		SP:Iteration 42Q (154451.810000 sec): 3 clusters
  Score: Raw -417304.726031 + Penalty 2780.772013 = -414523.954018
  nChanged 9
		SP:Iteration 43Q (154452.000000 sec): 3 clusters
  Score: Raw -417306.862995 + Penalty 2780.772013 = -414526.090982
  nChanged 6
		SP:Iteration 44Q (154452.230000 sec): 3 clusters
  Score: Raw -417308.786869 + Penalty 2780.772013 = -414528.014856
  nChanged 11
		SP:Iteration 45Q (154452.430000 sec): 3 clusters
  Score: Raw -417311.872378 + Penalty 2780.772013 = -414531.100365
  nChanged 10
		SP:Iteration 46Q (154452.630000 sec): 3 clusters
  Score: Raw -417314.245706 + Penalty 2780.772013 = -414533.473694
  nChanged 6
		SP:Iteration 47Q (154452.860000 sec): 3 clusters
  Score: Raw -417315.902976 + Penalty 2780.772013 = -414535.130963
  nChanged 5
		SP:Iteration 48Q (154453.050000 sec): 3 clusters
  Score: Raw -417317.054073 + Penalty 2780.772013 = -414536.282060
  nChanged 2
		SP:Iteration 49Q (154453.240000 sec): 3 clusters
  Score: Raw -417317.367430 + Penalty 2780.772013 = -414536.595417
  nChanged 1
		SP:Iteration 50Q (154453.490000 sec): 3 clusters
  Score: Raw -417317.436503 + Penalty 2780.772013 = -414536.664490
  nChanged 1
		SP:Iteration 51Q (154453.700000 sec): 3 clusters
  Score: Raw -417317.601175 + Penalty 2780.772013 = -414536.829162
  nChanged 0
		SP:Iteration 52F (154453.960000 sec): 3 clusters
  Score: Raw -417317.601175 + Penalty 2780.772013 = -414536.829162
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 48 (14968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154454.160000 sec): 2 clusters
  Score: Raw -1325753.517866 + Penalty 1562.221354 = -1324191.296512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154454.400000 sec): 3 clusters
  Score: Raw -1316976.107480 + Penalty 3124.442707 = -1313851.664773
  nChanged 6641
		SP:Iteration 1F (154454.680000 sec): 3 clusters
  Score: Raw -1320857.429834 + Penalty 3124.442707 = -1317732.987127
  nChanged 988
		SP:Iteration 2F (154454.930000 sec): 3 clusters
  Score: Raw -1321427.575808 + Penalty 3124.442707 = -1318303.133101
  nChanged 974
		SP:Iteration 3F (154455.200000 sec): 3 clusters
  Score: Raw -1322031.137188 + Penalty 3124.442707 = -1318906.694481
  nChanged 985
		SP:Iteration 4F (154455.410000 sec): 3 clusters
  Score: Raw -1322732.292939 + Penalty 3124.442707 = -1319607.850232
  nChanged 1021
		SP:Iteration 5F (154455.640000 sec): 3 clusters
  Score: Raw -1323497.136318 + Penalty 3124.442707 = -1320372.693611
  nChanged 914
		SP:Iteration 6F (154455.890000 sec): 3 clusters
  Score: Raw -1324253.847731 + Penalty 3124.442707 = -1321129.405024
  nChanged 789
		SP:Iteration 7F (154456.070000 sec): 3 clusters
  Score: Raw -1324945.568388 + Penalty 3124.442707 = -1321821.125681
  nChanged 660
		SP:Iteration 8Q (154456.260000 sec): 3 clusters
  Score: Raw -1325548.441722 + Penalty 3124.442707 = -1322423.999015
  nChanged 467
		SP:Iteration 9Q (154456.530000 sec): 3 clusters
  Score: Raw -1325954.349544 + Penalty 3124.442707 = -1322829.906837
  nChanged 336
		SP:Iteration 10Q (154456.770000 sec): 3 clusters
  Score: Raw -1326178.441446 + Penalty 3124.442707 = -1323053.998739
  nChanged 205
		SP:Iteration 11Q (154457.020000 sec): 3 clusters
  Score: Raw -1326279.756586 + Penalty 3124.442707 = -1323155.313879
  nChanged 135
		SP:Iteration 12Q (154457.260000 sec): 3 clusters
  Score: Raw -1326342.977923 + Penalty 3124.442707 = -1323218.535216
  nChanged 114
		SP:Iteration 13Q (154457.510000 sec): 3 clusters
  Score: Raw -1326385.124503 + Penalty 3124.442707 = -1323260.681796
  nChanged 97
		SP:Iteration 14Q (154457.710000 sec): 3 clusters
  Score: Raw -1326418.273587 + Penalty 3124.442707 = -1323293.830880
  nChanged 67
		SP:Iteration 15Q (154457.910000 sec): 3 clusters
  Score: Raw -1326438.931644 + Penalty 3124.442707 = -1323314.488937
  nChanged 67
		SP:Iteration 16Q (154458.120000 sec): 3 clusters
  Score: Raw -1326460.503855 + Penalty 3124.442707 = -1323336.061148
  nChanged 57
		SP:Iteration 17Q (154458.400000 sec): 3 clusters
  Score: Raw -1326475.928287 + Penalty 3124.442707 = -1323351.485580
  nChanged 57
		SP:Iteration 18Q (154458.630000 sec): 3 clusters
  Score: Raw -1326489.553302 + Penalty 3124.442707 = -1323365.110595
  nChanged 49
		SP:Iteration 19Q (154458.860000 sec): 3 clusters
  Score: Raw -1326502.130382 + Penalty 3124.442707 = -1323377.687675
  nChanged 44
		SP:Iteration 20F (154459.130000 sec): 3 clusters
  Score: Raw -1326512.638598 + Penalty 3124.442707 = -1323388.195891
  nChanged 33
		SP:Iteration 21Q (154459.420000 sec): 3 clusters
  Score: Raw -1326520.378954 + Penalty 3124.442707 = -1323395.936247
  nChanged 32
		SP:Iteration 22Q (154459.660000 sec): 3 clusters
  Score: Raw -1326528.063212 + Penalty 3124.442707 = -1323403.620504
  nChanged 34
		SP:Iteration 23Q (154459.930000 sec): 3 clusters
  Score: Raw -1326535.232192 + Penalty 3124.442707 = -1323410.789485
  nChanged 29
		SP:Iteration 24Q (154460.140000 sec): 3 clusters
  Score: Raw -1326541.871951 + Penalty 3124.442707 = -1323417.429244
  nChanged 30
		SP:Iteration 25Q (154460.450000 sec): 3 clusters
  Score: Raw -1326548.444535 + Penalty 3124.442707 = -1323424.001828
  nChanged 23
		SP:Iteration 26Q (154460.660000 sec): 3 clusters
  Score: Raw -1326552.348985 + Penalty 3124.442707 = -1323427.906278
  nChanged 16
		SP:Iteration 27Q (154460.960000 sec): 3 clusters
  Score: Raw -1326554.256066 + Penalty 3124.442707 = -1323429.813359
  nChanged 14
		SP:Iteration 28Q (154461.210000 sec): 3 clusters
  Score: Raw -1326556.934838 + Penalty 3124.442707 = -1323432.492131
  nChanged 20
		SP:Iteration 29Q (154461.530000 sec): 3 clusters
  Score: Raw -1326560.982698 + Penalty 3124.442707 = -1323436.539991
  nChanged 15
		SP:Iteration 30Q (154461.710000 sec): 3 clusters
  Score: Raw -1326563.690986 + Penalty 3124.442707 = -1323439.248279
  nChanged 11
		SP:Iteration 31Q (154461.980000 sec): 3 clusters
  Score: Raw -1326565.270583 + Penalty 3124.442707 = -1323440.827876
  nChanged 10
		SP:Iteration 32Q (154462.210000 sec): 3 clusters
  Score: Raw -1326566.811123 + Penalty 3124.442707 = -1323442.368416
  nChanged 7
		SP:Iteration 33Q (154462.470000 sec): 3 clusters
  Score: Raw -1326568.264731 + Penalty 3124.442707 = -1323443.822024
  nChanged 10
		SP:Iteration 34Q (154462.720000 sec): 3 clusters
  Score: Raw -1326570.017334 + Penalty 3124.442707 = -1323445.574626
  nChanged 11
		SP:Iteration 35Q (154463.000000 sec): 3 clusters
  Score: Raw -1326571.930798 + Penalty 3124.442707 = -1323447.488091
  nChanged 8
		SP:Iteration 36Q (154463.210000 sec): 3 clusters
  Score: Raw -1326573.293024 + Penalty 3124.442707 = -1323448.850317
  nChanged 6
		SP:Iteration 37Q (154463.460000 sec): 3 clusters
  Score: Raw -1326573.791578 + Penalty 3124.442707 = -1323449.348871
  nChanged 5
		SP:Iteration 38Q (154463.720000 sec): 3 clusters
  Score: Raw -1326574.490317 + Penalty 3124.442707 = -1323450.047610
  nChanged 3
		SP:Iteration 39Q (154463.960000 sec): 3 clusters
  Score: Raw -1326575.009096 + Penalty 3124.442707 = -1323450.566389
  nChanged 1
		SP:Iteration 40F (154464.230000 sec): 3 clusters
  Score: Raw -1326575.238778 + Penalty 3124.442707 = -1323450.796070
  nChanged 3
		SP:Iteration 41Q (154464.500000 sec): 3 clusters
  Score: Raw -1326575.778252 + Penalty 3124.442707 = -1323451.335545
  nChanged 3
		SP:Iteration 42Q (154464.770000 sec): 3 clusters
  Score: Raw -1326576.022034 + Penalty 3124.442707 = -1323451.579327
  nChanged 1
		SP:Iteration 43Q (154465.030000 sec): 3 clusters
  Score: Raw -1326576.111019 + Penalty 3124.442707 = -1323451.668312
  nChanged 0
		SP:Iteration 44F (154465.260000 sec): 3 clusters
  Score: Raw -1326576.111019 + Penalty 3124.442707 = -1323451.668312
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 49 (345898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154466.610000 sec): 2 clusters
  Score: Raw -30000425.201481 + Penalty 2072.508622 = -29998352.692859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154468.160000 sec): 3 clusters
  Score: Raw -29768551.445937 + Penalty 4145.017244 = -29764406.428693
  nChanged 169178
		SP:Iteration 1F (154469.600000 sec): 3 clusters
  Score: Raw -29873823.800578 + Penalty 4145.017244 = -29869678.783334
  nChanged 13475
		SP:Iteration 2Q (154471.200000 sec): 3 clusters
  Score: Raw -29879007.487769 + Penalty 4145.017244 = -29874862.470525
  nChanged 15852
		SP:Iteration 3Q (154472.840000 sec): 3 clusters
  Score: Raw -29886399.776901 + Penalty 4145.017244 = -29882254.759657
  nChanged 18563
		SP:Iteration 4F (154474.330000 sec): 3 clusters
  Score: Raw -29896308.498335 + Penalty 4145.017244 = -29892163.481091
  nChanged 20899
		SP:Iteration 5F (154475.900000 sec): 3 clusters
  Score: Raw -29909309.718674 + Penalty 4145.017244 = -29905164.701430
  nChanged 22001
		SP:Iteration 6F (154477.420000 sec): 3 clusters
  Score: Raw -29924506.169053 + Penalty 4145.017244 = -29920361.151809
  nChanged 20705
		SP:Iteration 7F (154479.020000 sec): 3 clusters
  Score: Raw -29937891.901295 + Penalty 4145.017244 = -29933746.884051
  nChanged 16324
		SP:Iteration 8Q (154480.640000 sec): 3 clusters
  Score: Raw -29945315.032939 + Penalty 4145.017244 = -29941170.015694
  nChanged 10333
		SP:Iteration 9Q (154482.340000 sec): 3 clusters
  Score: Raw -29948269.485347 + Penalty 4145.017244 = -29944124.468102
  nChanged 6147
		SP:Iteration 10Q (154483.940000 sec): 3 clusters
  Score: Raw -29949674.379808 + Penalty 4145.017244 = -29945529.362563
  nChanged 4692
		SP:Iteration 11Q (154485.690000 sec): 3 clusters
  Score: Raw -29950783.386926 + Penalty 4145.017244 = -29946638.369681
  nChanged 4740
		SP:Iteration 12Q (154487.420000 sec): 3 clusters
  Score: Raw -29951959.640772 + Penalty 4145.017244 = -29947814.623528
  nChanged 4997
		SP:Iteration 13Q (154489.110000 sec): 3 clusters
  Score: Raw -29953276.668220 + Penalty 4145.017244 = -29949131.650976
  nChanged 5386
		SP:Iteration 14Q (154490.780000 sec): 3 clusters
  Score: Raw -29954784.719195 + Penalty 4145.017244 = -29950639.701951
  nChanged 5747
		SP:Iteration 15Q (154492.460000 sec): 3 clusters
  Score: Raw -29956494.027807 + Penalty 4145.017244 = -29952349.010563
  nChanged 6128
		SP:Iteration 16Q (154494.040000 sec): 3 clusters
  Score: Raw -29958486.194438 + Penalty 4145.017244 = -29954341.177194
  nChanged 6520
		SP:Iteration 17Q (154495.830000 sec): 3 clusters
  Score: Raw -29960802.867760 + Penalty 4145.017244 = -29956657.850516
  nChanged 6917
		SP:Iteration 18Q (154497.700000 sec): 3 clusters
  Score: Raw -29963491.991593 + Penalty 4145.017244 = -29959346.974349
  nChanged 7221
		SP:Iteration 19Q (154499.380000 sec): 3 clusters
  Score: Raw -29966511.157529 + Penalty 4145.017244 = -29962366.140285
  nChanged 7269
		SP:Iteration 20F (154501.000000 sec): 3 clusters
  Score: Raw -29969801.509275 + Penalty 4145.017244 = -29965656.492030
  nChanged 7310
		SP:Iteration 21Q (154502.600000 sec): 3 clusters
  Score: Raw -29973335.696014 + Penalty 4145.017244 = -29969190.678770
  nChanged 7063
		SP:Iteration 22Q (154504.190000 sec): 3 clusters
  Score: Raw -29976891.172494 + Penalty 4145.017244 = -29972746.155250
  nChanged 6714
		SP:Iteration 23Q (154505.760000 sec): 3 clusters
  Score: Raw -29980369.810506 + Penalty 4145.017244 = -29976224.793262
  nChanged 6290
		SP:Iteration 24Q (154507.320000 sec): 3 clusters
  Score: Raw -29983589.076990 + Penalty 4145.017244 = -29979444.059746
  nChanged 5658
		SP:Iteration 25Q (154508.750000 sec): 3 clusters
  Score: Raw -29986300.853322 + Penalty 4145.017244 = -29982155.836078
  nChanged 5046
		SP:Iteration 26Q (154510.230000 sec): 3 clusters
  Score: Raw -29988618.875048 + Penalty 4145.017244 = -29984473.857804
  nChanged 4545
		SP:Iteration 27Q (154511.570000 sec): 3 clusters
  Score: Raw -29990576.906971 + Penalty 4145.017244 = -29986431.889727
  nChanged 4198
		SP:Iteration 28Q (154513.050000 sec): 3 clusters
  Score: Raw -29992318.221019 + Penalty 4145.017244 = -29988173.203775
  nChanged 3775
		SP:Iteration 29Q (154514.430000 sec): 3 clusters
  Score: Raw -29993809.161162 + Penalty 4145.017244 = -29989664.143917
  nChanged 3417
		SP:Iteration 30Q (154515.790000 sec): 3 clusters
  Score: Raw -29995136.500499 + Penalty 4145.017244 = -29990991.483255
  nChanged 3126
		SP:Iteration 31Q (154517.090000 sec): 3 clusters
  Score: Raw -29996337.521647 + Penalty 4145.017244 = -29992192.504403
  nChanged 2884
		SP:Iteration 32Q (154518.610000 sec): 3 clusters
  Score: Raw -29997441.246483 + Penalty 4145.017244 = -29993296.229238
  nChanged 2530
		SP:Iteration 33Q (154520.170000 sec): 3 clusters
  Score: Raw -29998370.214705 + Penalty 4145.017244 = -29994225.197461
  nChanged 2192
		SP:Iteration 34Q (154521.530000 sec): 3 clusters
  Score: Raw -29999151.647606 + Penalty 4145.017244 = -29995006.630362
  nChanged 1929
		SP:Iteration 35Q (154522.940000 sec): 3 clusters
  Score: Raw -29999803.654985 + Penalty 4145.017244 = -29995658.637740
  nChanged 1642
		SP:Iteration 36Q (154524.310000 sec): 3 clusters
  Score: Raw -30000329.809392 + Penalty 4145.017244 = -29996184.792148
  nChanged 1410
		SP:Iteration 37Q (154525.690000 sec): 3 clusters
  Score: Raw -30000779.092437 + Penalty 4145.017244 = -29996634.075193
  nChanged 1232
		SP:Iteration 38Q (154527.190000 sec): 3 clusters
  Score: Raw -30001148.557833 + Penalty 4145.017244 = -29997003.540589
  nChanged 970
		SP:Iteration 39Q (154528.890000 sec): 3 clusters
  Score: Raw -30001406.537457 + Penalty 4145.017244 = -29997261.520213
  nChanged 821
		SP:Iteration 40F (154530.530000 sec): 3 clusters
  Score: Raw -30001632.599145 + Penalty 4145.017244 = -29997487.581901
  nChanged 721
		SP:Iteration 41Q (154531.930000 sec): 3 clusters
  Score: Raw -30001801.592844 + Penalty 4145.017244 = -29997656.575600
  nChanged 608
		SP:Iteration 42Q (154533.330000 sec): 3 clusters
  Score: Raw -30001938.012691 + Penalty 4145.017244 = -29997792.995446
  nChanged 524
		SP:Iteration 43Q (154534.720000 sec): 3 clusters
  Score: Raw -30002050.101717 + Penalty 4145.017244 = -29997905.084473
  nChanged 463
		SP:Iteration 44Q (154536.080000 sec): 3 clusters
  Score: Raw -30002147.447392 + Penalty 4145.017244 = -29998002.430148
  nChanged 438
		SP:Iteration 45Q (154537.350000 sec): 3 clusters
  Score: Raw -30002235.473039 + Penalty 4145.017244 = -29998090.455795
  nChanged 371
		SP:Iteration 46Q (154538.540000 sec): 3 clusters
  Score: Raw -30002303.511055 + Penalty 4145.017244 = -29998158.493811
  nChanged 309
		SP:Iteration 47Q (154539.740000 sec): 3 clusters
  Score: Raw -30002357.855744 + Penalty 4145.017244 = -29998212.838500
  nChanged 280
		SP:Iteration 48Q (154541.030000 sec): 3 clusters
  Score: Raw -30002411.211570 + Penalty 4145.017244 = -29998266.194326
  nChanged 242
		SP:Iteration 49Q (154542.350000 sec): 3 clusters
  Score: Raw -30002451.606935 + Penalty 4145.017244 = -29998306.589691
  nChanged 187
		SP:Iteration 50Q (154543.800000 sec): 3 clusters
  Score: Raw -30002481.562561 + Penalty 4145.017244 = -29998336.545317
  nChanged 166
		SP:Iteration 51Q (154545.360000 sec): 3 clusters
  Score: Raw -30002503.012150 + Penalty 4145.017244 = -29998357.994906
  nChanged 132
		SP:Iteration 52Q (154546.670000 sec): 3 clusters
  Score: Raw -30002516.715020 + Penalty 4145.017244 = -29998371.697776
  nChanged 101
		SP:Iteration 53Q (154547.890000 sec): 3 clusters
  Score: Raw -30002527.089427 + Penalty 4145.017244 = -29998382.072183
  nChanged 92
		SP:Iteration 54Q (154549.080000 sec): 3 clusters
  Score: Raw -30002536.558321 + Penalty 4145.017244 = -29998391.541076
  nChanged 89
		SP:Iteration 55Q (154550.580000 sec): 3 clusters
  Score: Raw -30002544.486573 + Penalty 4145.017244 = -29998399.469329
  nChanged 72
		SP:Iteration 56Q (154551.970000 sec): 3 clusters
  Score: Raw -30002551.811795 + Penalty 4145.017244 = -29998406.794550
  nChanged 68
		SP:Iteration 57Q (154553.390000 sec): 3 clusters
  Score: Raw -30002558.479288 + Penalty 4145.017244 = -29998413.462044
  nChanged 58
		SP:Iteration 58Q (154554.880000 sec): 3 clusters
  Score: Raw -30002564.228324 + Penalty 4145.017244 = -29998419.211080
  nChanged 61
		SP:Iteration 59Q (154556.340000 sec): 3 clusters
  Score: Raw -30002570.910261 + Penalty 4145.017244 = -29998425.893016
  nChanged 55
		SP:Iteration 60F (154557.930000 sec): 3 clusters
  Score: Raw -30002576.494552 + Penalty 4145.017244 = -29998431.477308
  nChanged 51
		SP:Iteration 61Q (154559.530000 sec): 3 clusters
  Score: Raw -30002581.670453 + Penalty 4145.017244 = -29998436.653209
  nChanged 57
		SP:Iteration 62Q (154561.090000 sec): 3 clusters
  Score: Raw -30002587.877204 + Penalty 4145.017244 = -29998442.859960
  nChanged 58
		SP:Iteration 63Q (154562.680000 sec): 3 clusters
  Score: Raw -30002593.420398 + Penalty 4145.017244 = -29998448.403154
  nChanged 42
		SP:Iteration 64Q (154564.280000 sec): 3 clusters
  Score: Raw -30002596.989459 + Penalty 4145.017244 = -29998451.972215
  nChanged 34
		SP:Iteration 65Q (154565.700000 sec): 3 clusters
  Score: Raw -30002599.875599 + Penalty 4145.017244 = -29998454.858355
  nChanged 28
		SP:Iteration 66Q (154567.020000 sec): 3 clusters
  Score: Raw -30002601.932155 + Penalty 4145.017244 = -29998456.914910
  nChanged 31
		SP:Iteration 67Q (154568.440000 sec): 3 clusters
  Score: Raw -30002604.342098 + Penalty 4145.017244 = -29998459.324854
  nChanged 27
		SP:Iteration 68Q (154569.840000 sec): 3 clusters
  Score: Raw -30002606.316889 + Penalty 4145.017244 = -29998461.299645
  nChanged 21
		SP:Iteration 69Q (154571.260000 sec): 3 clusters
  Score: Raw -30002607.884811 + Penalty 4145.017244 = -29998462.867567
  nChanged 18
		SP:Iteration 70Q (154572.630000 sec): 3 clusters
  Score: Raw -30002609.303736 + Penalty 4145.017244 = -29998464.286491
  nChanged 19
		SP:Iteration 71Q (154574.180000 sec): 3 clusters
  Score: Raw -30002610.554252 + Penalty 4145.017244 = -29998465.537008
  nChanged 16
		SP:Iteration 72Q (154575.650000 sec): 3 clusters
  Score: Raw -30002611.447743 + Penalty 4145.017244 = -29998466.430499
  nChanged 19
		SP:Iteration 73Q (154577.070000 sec): 3 clusters
  Score: Raw -30002613.150495 + Penalty 4145.017244 = -29998468.133251
  nChanged 26
		SP:Iteration 74Q (154578.440000 sec): 3 clusters
  Score: Raw -30002615.533760 + Penalty 4145.017244 = -29998470.516516
  nChanged 28
		SP:Iteration 75Q (154579.750000 sec): 3 clusters
  Score: Raw -30002617.754282 + Penalty 4145.017244 = -29998472.737038
  nChanged 21
		SP:Iteration 76Q (154581.200000 sec): 3 clusters
  Score: Raw -30002619.240496 + Penalty 4145.017244 = -29998474.223252
  nChanged 18
		SP:Iteration 77Q (154582.600000 sec): 3 clusters
  Score: Raw -30002620.327237 + Penalty 4145.017244 = -29998475.309993
  nChanged 15
		SP:Iteration 78Q (154584.230000 sec): 3 clusters
  Score: Raw -30002621.244104 + Penalty 4145.017244 = -29998476.226860
  nChanged 13
		SP:Iteration 79Q (154585.810000 sec): 3 clusters
  Score: Raw -30002622.008334 + Penalty 4145.017244 = -29998476.991090
  nChanged 9
		SP:Iteration 80F (154587.420000 sec): 3 clusters
  Score: Raw -30002622.761902 + Penalty 4145.017244 = -29998477.744658
  nChanged 13
		SP:Iteration 81Q (154588.920000 sec): 3 clusters
  Score: Raw -30002623.623989 + Penalty 4145.017244 = -29998478.606744
  nChanged 14
		SP:Iteration 82Q (154590.330000 sec): 3 clusters
  Score: Raw -30002624.499208 + Penalty 4145.017244 = -29998479.481964
  nChanged 11
		SP:Iteration 83Q (154591.680000 sec): 3 clusters
  Score: Raw -30002625.154529 + Penalty 4145.017244 = -29998480.137285
  nChanged 10
		SP:Iteration 84Q (154593.110000 sec): 3 clusters
  Score: Raw -30002625.807258 + Penalty 4145.017244 = -29998480.790014
  nChanged 11
		SP:Iteration 85Q (154594.490000 sec): 3 clusters
  Score: Raw -30002626.348407 + Penalty 4145.017244 = -29998481.331163
  nChanged 5
		SP:Iteration 86Q (154595.900000 sec): 3 clusters
  Score: Raw -30002626.569277 + Penalty 4145.017244 = -29998481.552033
  nChanged 5
		SP:Iteration 87Q (154597.120000 sec): 3 clusters
  Score: Raw -30002626.901461 + Penalty 4145.017244 = -29998481.884217
  nChanged 6
		SP:Iteration 88Q (154598.400000 sec): 3 clusters
  Score: Raw -30002627.259035 + Penalty 4145.017244 = -29998482.241791
  nChanged 9
		SP:Iteration 89Q (154599.680000 sec): 3 clusters
  Score: Raw -30002627.779211 + Penalty 4145.017244 = -29998482.761967
  nChanged 4
		SP:Iteration 90Q (154601.000000 sec): 3 clusters
  Score: Raw -30002627.985968 + Penalty 4145.017244 = -29998482.968724
  nChanged 8
		SP:Iteration 91Q (154602.280000 sec): 3 clusters
  Score: Raw -30002628.672622 + Penalty 4145.017244 = -29998483.655378
  nChanged 7
		SP:Iteration 92Q (154603.690000 sec): 3 clusters
  Score: Raw -30002628.974950 + Penalty 4145.017244 = -29998483.957706
  nChanged 6
		SP:Iteration 93Q (154605.150000 sec): 3 clusters
  Score: Raw -30002629.300486 + Penalty 4145.017244 = -29998484.283242
  nChanged 6
		SP:Iteration 94Q (154606.790000 sec): 3 clusters
  Score: Raw -30002629.568462 + Penalty 4145.017244 = -29998484.551218
  nChanged 5
		SP:Iteration 95Q (154608.120000 sec): 3 clusters
  Score: Raw -30002629.808176 + Penalty 4145.017244 = -29998484.790931
  nChanged 6
		SP:Iteration 96Q (154609.380000 sec): 3 clusters
  Score: Raw -30002630.084419 + Penalty 4145.017244 = -29998485.067175
  nChanged 2
		SP:Iteration 97Q (154610.560000 sec): 3 clusters
  Score: Raw -30002630.138692 + Penalty 4145.017244 = -29998485.121448
  nChanged 0
		SP:Iteration 98F (154611.990000 sec): 3 clusters
  Score: Raw -30002630.138692 + Penalty 4145.017244 = -29998485.121448
  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 10.71 GB.

 Trying to split cluster 50 (8607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154612.260000 sec): 2 clusters
  Score: Raw -656497.428723 + Penalty 1472.303805 = -655025.124919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154612.570000 sec): 3 clusters
  Score: Raw -651725.992720 + Penalty 2944.607609 = -648781.385111
  nChanged 3655
		SP:Iteration 1F (154612.750000 sec): 3 clusters
  Score: Raw -653722.472197 + Penalty 2944.607609 = -650777.864588
  nChanged 581
		SP:Iteration 2F (154612.930000 sec): 3 clusters
  Score: Raw -654041.047980 + Penalty 2944.607609 = -651096.440371
  nChanged 544
		SP:Iteration 3F (154613.150000 sec): 3 clusters
  Score: Raw -654362.322390 + Penalty 2944.607609 = -651417.714781
  nChanged 518
		SP:Iteration 4F (154613.370000 sec): 3 clusters
  Score: Raw -654693.675551 + Penalty 2944.607609 = -651749.067942
  nChanged 556
		SP:Iteration 5F (154613.600000 sec): 3 clusters
  Score: Raw -655097.108109 + Penalty 2944.607609 = -652152.500499
  nChanged 516
		SP:Iteration 6F (154613.810000 sec): 3 clusters
  Score: Raw -655519.016089 + Penalty 2944.607609 = -652574.408480
  nChanged 454
		SP:Iteration 7F (154614.060000 sec): 3 clusters
  Score: Raw -655884.599598 + Penalty 2944.607609 = -652939.991989
  nChanged 366
		SP:Iteration 8Q (154614.270000 sec): 3 clusters
  Score: Raw -656155.277167 + Penalty 2944.607609 = -653210.669558
  nChanged 291
		SP:Iteration 9Q (154614.510000 sec): 3 clusters
  Score: Raw -656362.609900 + Penalty 2944.607609 = -653418.002291
  nChanged 221
		SP:Iteration 10Q (154614.740000 sec): 3 clusters
  Score: Raw -656512.645320 + Penalty 2944.607609 = -653568.037711
  nChanged 174
		SP:Iteration 11Q (154614.960000 sec): 3 clusters
  Score: Raw -656616.872698 + Penalty 2944.607609 = -653672.265089
  nChanged 129
		SP:Iteration 12Q (154615.160000 sec): 3 clusters
  Score: Raw -656714.893345 + Penalty 2944.607609 = -653770.285736
  nChanged 118
		SP:Iteration 13Q (154615.420000 sec): 3 clusters
  Score: Raw -656804.402266 + Penalty 2944.607609 = -653859.794657
  nChanged 79
		SP:Iteration 14Q (154615.630000 sec): 3 clusters
  Score: Raw -656850.640568 + Penalty 2944.607609 = -653906.032959
  nChanged 53
		SP:Iteration 15Q (154615.840000 sec): 3 clusters
  Score: Raw -656874.858633 + Penalty 2944.607609 = -653930.251024
  nChanged 38
		SP:Iteration 16Q (154616.080000 sec): 3 clusters
  Score: Raw -656887.276696 + Penalty 2944.607609 = -653942.669087
  nChanged 26
		SP:Iteration 17Q (154616.270000 sec): 3 clusters
  Score: Raw -656898.830163 + Penalty 2944.607609 = -653954.222554
  nChanged 22
		SP:Iteration 18Q (154616.450000 sec): 3 clusters
  Score: Raw -656909.970332 + Penalty 2944.607609 = -653965.362723
  nChanged 21
		SP:Iteration 19Q (154616.660000 sec): 3 clusters
  Score: Raw -656917.385766 + Penalty 2944.607609 = -653972.778157
  nChanged 16
		SP:Iteration 20F (154616.900000 sec): 3 clusters
  Score: Raw -656925.634523 + Penalty 2944.607609 = -653981.026914
  nChanged 17
		SP:Iteration 21Q (154617.060000 sec): 3 clusters
  Score: Raw -656934.136175 + Penalty 2944.607609 = -653989.528566
  nChanged 14
		SP:Iteration 22Q (154617.300000 sec): 3 clusters
  Score: Raw -656939.634740 + Penalty 2944.607609 = -653995.027131
  nChanged 10
		SP:Iteration 23Q (154617.480000 sec): 3 clusters
  Score: Raw -656944.236015 + Penalty 2944.607609 = -653999.628406
  nChanged 13
		SP:Iteration 24Q (154617.680000 sec): 3 clusters
  Score: Raw -656949.829087 + Penalty 2944.607609 = -654005.221478
  nChanged 11
		SP:Iteration 25Q (154617.870000 sec): 3 clusters
  Score: Raw -656955.907273 + Penalty 2944.607609 = -654011.299664
  nChanged 15
		SP:Iteration 26Q (154618.120000 sec): 3 clusters
  Score: Raw -656961.077978 + Penalty 2944.607609 = -654016.470369
  nChanged 7
		SP:Iteration 27Q (154618.300000 sec): 3 clusters
  Score: Raw -656963.287239 + Penalty 2944.607609 = -654018.679630
  nChanged 5
		SP:Iteration 28Q (154618.550000 sec): 3 clusters
  Score: Raw -656964.797203 + Penalty 2944.607609 = -654020.189594
  nChanged 2
		SP:Iteration 29Q (154618.770000 sec): 3 clusters
  Score: Raw -656966.135663 + Penalty 2944.607609 = -654021.528054
  nChanged 1
		SP:Iteration 30Q (154619.010000 sec): 3 clusters
  Score: Raw -656966.502956 + Penalty 2944.607609 = -654021.895347
  nChanged 0
		SP:Iteration 31F (154619.190000 sec): 3 clusters
  Score: Raw -656966.502956 + Penalty 2944.607609 = -654021.895347
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 51 (10098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154619.320000 sec): 2 clusters
  Score: Raw -842710.671427 + Penalty 1498.265058 = -841212.406369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154619.570000 sec): 3 clusters
  Score: Raw -836959.411672 + Penalty 2996.530116 = -833962.881556
  nChanged 4318
		SP:Iteration 1F (154619.760000 sec): 3 clusters
  Score: Raw -839445.126146 + Penalty 2996.530116 = -836448.596030
  nChanged 698
		SP:Iteration 2F (154619.970000 sec): 3 clusters
  Score: Raw -839835.683787 + Penalty 2996.530116 = -836839.153671
  nChanged 657
		SP:Iteration 3F (154620.200000 sec): 3 clusters
  Score: Raw -840248.741397 + Penalty 2996.530116 = -837252.211281
  nChanged 670
		SP:Iteration 4F (154620.420000 sec): 3 clusters
  Score: Raw -840699.821167 + Penalty 2996.530116 = -837703.291052
  nChanged 676
		SP:Iteration 5F (154620.630000 sec): 3 clusters
  Score: Raw -841193.175676 + Penalty 2996.530116 = -838196.645560
  nChanged 589
		SP:Iteration 6F (154620.830000 sec): 3 clusters
  Score: Raw -841613.810663 + Penalty 2996.530116 = -838617.280548
  nChanged 534
		SP:Iteration 7F (154621.080000 sec): 3 clusters
  Score: Raw -842006.153766 + Penalty 2996.530116 = -839009.623650
  nChanged 415
		SP:Iteration 8Q (154621.360000 sec): 3 clusters
  Score: Raw -842303.087993 + Penalty 2996.530116 = -839306.557878
  nChanged 326
		SP:Iteration 9Q (154621.530000 sec): 3 clusters
  Score: Raw -842549.443665 + Penalty 2996.530116 = -839552.913549
  nChanged 248
		SP:Iteration 10Q (154621.810000 sec): 3 clusters
  Score: Raw -842721.431644 + Penalty 2996.530116 = -839724.901528
  nChanged 196
		SP:Iteration 11Q (154622.070000 sec): 3 clusters
  Score: Raw -842840.693659 + Penalty 2996.530116 = -839844.163543
  nChanged 148
		SP:Iteration 12Q (154622.270000 sec): 3 clusters
  Score: Raw -842918.662110 + Penalty 2996.530116 = -839922.131994
  nChanged 133
		SP:Iteration 13Q (154622.460000 sec): 3 clusters
  Score: Raw -842985.900984 + Penalty 2996.530116 = -839989.370868
  nChanged 102
		SP:Iteration 14Q (154622.680000 sec): 3 clusters
  Score: Raw -843030.530703 + Penalty 2996.530116 = -840034.000587
  nChanged 84
		SP:Iteration 15Q (154622.910000 sec): 3 clusters
  Score: Raw -843066.648897 + Penalty 2996.530116 = -840070.118782
  nChanged 85
		SP:Iteration 16Q (154623.130000 sec): 3 clusters
  Score: Raw -843102.768937 + Penalty 2996.530116 = -840106.238821
  nChanged 83
		SP:Iteration 17Q (154623.400000 sec): 3 clusters
  Score: Raw -843134.999410 + Penalty 2996.530116 = -840138.469295
  nChanged 76
		SP:Iteration 18Q (154623.640000 sec): 3 clusters
  Score: Raw -843159.734753 + Penalty 2996.530116 = -840163.204637
  nChanged 71
		SP:Iteration 19Q (154623.880000 sec): 3 clusters
  Score: Raw -843182.418714 + Penalty 2996.530116 = -840185.888598
  nChanged 61
		SP:Iteration 20F (154624.110000 sec): 3 clusters
  Score: Raw -843199.424339 + Penalty 2996.530116 = -840202.894223
  nChanged 44
		SP:Iteration 21Q (154624.360000 sec): 3 clusters
  Score: Raw -843211.233186 + Penalty 2996.530116 = -840214.703071
  nChanged 33
		SP:Iteration 22Q (154624.600000 sec): 3 clusters
  Score: Raw -843218.759870 + Penalty 2996.530116 = -840222.229754
  nChanged 36
		SP:Iteration 23Q (154624.790000 sec): 3 clusters
  Score: Raw -843226.455850 + Penalty 2996.530116 = -840229.925734
  nChanged 29
		SP:Iteration 24Q (154625.030000 sec): 3 clusters
  Score: Raw -843232.666503 + Penalty 2996.530116 = -840236.136388
  nChanged 24
		SP:Iteration 25Q (154625.290000 sec): 3 clusters
  Score: Raw -843237.659571 + Penalty 2996.530116 = -840241.129455
  nChanged 15
		SP:Iteration 26Q (154625.500000 sec): 3 clusters
  Score: Raw -843240.600965 + Penalty 2996.530116 = -840244.070849
  nChanged 18
		SP:Iteration 27Q (154625.720000 sec): 3 clusters
  Score: Raw -843243.566678 + Penalty 2996.530116 = -840247.036562
  nChanged 12
		SP:Iteration 28Q (154625.960000 sec): 3 clusters
  Score: Raw -843245.197190 + Penalty 2996.530116 = -840248.667074
  nChanged 12
		SP:Iteration 29Q (154626.240000 sec): 3 clusters
  Score: Raw -843247.110623 + Penalty 2996.530116 = -840250.580507
  nChanged 10
		SP:Iteration 30Q (154626.470000 sec): 3 clusters
  Score: Raw -843248.737367 + Penalty 2996.530116 = -840252.207252
  nChanged 7
		SP:Iteration 31Q (154626.720000 sec): 3 clusters
  Score: Raw -843249.809112 + Penalty 2996.530116 = -840253.278996
  nChanged 8
		SP:Iteration 32Q (154626.910000 sec): 3 clusters
  Score: Raw -843251.270520 + Penalty 2996.530116 = -840254.740404
  nChanged 13
		SP:Iteration 33Q (154627.110000 sec): 3 clusters
  Score: Raw -843253.260557 + Penalty 2996.530116 = -840256.730441
  nChanged 9
		SP:Iteration 34Q (154627.370000 sec): 3 clusters
  Score: Raw -843254.887738 + Penalty 2996.530116 = -840258.357622
  nChanged 12
		SP:Iteration 35Q (154627.640000 sec): 3 clusters
  Score: Raw -843257.552517 + Penalty 2996.530116 = -840261.022402
  nChanged 16
		SP:Iteration 36Q (154627.910000 sec): 3 clusters
  Score: Raw -843261.532618 + Penalty 2996.530116 = -840265.002502
  nChanged 15
		SP:Iteration 37Q (154628.160000 sec): 3 clusters
  Score: Raw -843266.074834 + Penalty 2996.530116 = -840269.544718
  nChanged 16
		SP:Iteration 38Q (154628.380000 sec): 3 clusters
  Score: Raw -843270.426345 + Penalty 2996.530116 = -840273.896229
  nChanged 16
		SP:Iteration 39Q (154628.670000 sec): 3 clusters
  Score: Raw -843272.923442 + Penalty 2996.530116 = -840276.393326
  nChanged 12
		SP:Iteration 40F (154628.880000 sec): 3 clusters
  Score: Raw -843275.762957 + Penalty 2996.530116 = -840279.232841
  nChanged 19
		SP:Iteration 41Q (154629.070000 sec): 3 clusters
  Score: Raw -843279.123882 + Penalty 2996.530116 = -840282.593767
  nChanged 13
		SP:Iteration 42Q (154629.310000 sec): 3 clusters
  Score: Raw -843280.651963 + Penalty 2996.530116 = -840284.121847
  nChanged 15
		SP:Iteration 43Q (154629.580000 sec): 3 clusters
  Score: Raw -843283.786077 + Penalty 2996.530116 = -840287.255962
  nChanged 14
		SP:Iteration 44Q (154629.810000 sec): 3 clusters
  Score: Raw -843285.808434 + Penalty 2996.530116 = -840289.278318
  nChanged 9
		SP:Iteration 45Q (154629.990000 sec): 3 clusters
  Score: Raw -843286.880264 + Penalty 2996.530116 = -840290.350149
  nChanged 6
		SP:Iteration 46Q (154630.210000 sec): 3 clusters
  Score: Raw -843287.611232 + Penalty 2996.530116 = -840291.081116
  nChanged 5
		SP:Iteration 47Q (154630.470000 sec): 3 clusters
  Score: Raw -843288.255726 + Penalty 2996.530116 = -840291.725610
  nChanged 3
		SP:Iteration 48Q (154630.700000 sec): 3 clusters
  Score: Raw -843289.075033 + Penalty 2996.530116 = -840292.544917
  nChanged 2
		SP:Iteration 49Q (154630.930000 sec): 3 clusters
  Score: Raw -843289.365399 + Penalty 2996.530116 = -840292.835284
  nChanged 3
		SP:Iteration 50Q (154631.160000 sec): 3 clusters
  Score: Raw -843289.558675 + Penalty 2996.530116 = -840293.028560
  nChanged 2
		SP:Iteration 51Q (154631.390000 sec): 3 clusters
  Score: Raw -843289.735195 + Penalty 2996.530116 = -840293.205080
  nChanged 1
		SP:Iteration 52Q (154631.630000 sec): 3 clusters
  Score: Raw -843289.868780 + Penalty 2996.530116 = -840293.338664
  nChanged 1
		SP:Iteration 53Q (154631.890000 sec): 3 clusters
  Score: Raw -843289.893970 + Penalty 2996.530116 = -840293.363855
  nChanged 0
		SP:Iteration 54F (154632.100000 sec): 3 clusters
  Score: Raw -843289.893970 + Penalty 2996.530116 = -840293.363855
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 52 (1863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154632.270000 sec): 2 clusters
  Score: Raw -147247.788004 + Penalty 1223.615798 = -146024.172206
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154632.450000 sec): 3 clusters
  Score: Raw -146474.534531 + Penalty 2447.231595 = -144027.302936
  nChanged 705
		SP:Iteration 1F (154632.610000 sec): 3 clusters
  Score: Raw -147118.718532 + Penalty 2447.231595 = -144671.486936
  nChanged 185
		SP:Iteration 2F (154632.820000 sec): 3 clusters
  Score: Raw -147386.966275 + Penalty 2447.231595 = -144939.734680
  nChanged 108
		SP:Iteration 3F (154632.970000 sec): 3 clusters
  Score: Raw -147578.558285 + Penalty 2447.231595 = -145131.326689
  nChanged 98
		SP:Iteration 4F (154633.170000 sec): 3 clusters
  Score: Raw -147741.710022 + Penalty 2447.231595 = -145294.478426
  nChanged 106
		SP:Iteration 5F (154633.390000 sec): 3 clusters
  Score: Raw -147910.884744 + Penalty 2447.231595 = -145463.653149
  nChanged 86
		SP:Iteration 6Q (154633.540000 sec): 3 clusters
  Score: Raw -148042.158109 + Penalty 2447.231595 = -145594.926513
  nChanged 98
		SP:Iteration 7F (154633.710000 sec): 3 clusters
  Score: Raw -148252.224725 + Penalty 2447.231595 = -145804.993130
  nChanged 122
		SP:Iteration 8F (154633.860000 sec): 3 clusters
  Score: Raw -148634.024411 + Penalty 2447.231595 = -146186.792815
  nChanged 127
		SP:Iteration 9F (154634.040000 sec): 3 clusters
  Score: Raw -149180.673533 + Penalty 2447.231595 = -146733.441938
  nChanged 60
		SP:Iteration 10Q (154634.240000 sec): 3 clusters
  Score: Raw -149372.280123 + Penalty 2447.231595 = -146925.048528
  nChanged 41
		SP:Iteration 11Q (154634.390000 sec): 3 clusters
  Score: Raw -149496.736822 + Penalty 2447.231595 = -147049.505226
  nChanged 29
		SP:Iteration 12Q (154634.570000 sec): 3 clusters
  Score: Raw -149648.771656 + Penalty 2447.231595 = -147201.540061
  nChanged 24
		SP:Iteration 13Q (154634.740000 sec): 3 clusters
  Score: Raw -149932.528096 + Penalty 2447.231595 = -147485.296500
  nChanged 16
		SP:Iteration 14Q (154634.940000 sec): 3 clusters
  Score: Raw -150351.316340 + Penalty 2447.231595 = -147904.084744
  nChanged 4
		SP:Iteration 15Q (154635.130000 sec): 3 clusters
  Score: Raw -150552.714778 + Penalty 2447.231595 = -148105.483182
  nChanged 0
		SP:Iteration 16F (154635.290000 sec): 3 clusters
  Score: Raw -150552.714778 + Penalty 2447.231595 = -148105.483182
  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 10.71 GB.

 Trying to split cluster 53 (3752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154635.400000 sec): 2 clusters
  Score: Raw -278752.065540 + Penalty 1337.382200 = -277414.683339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154635.600000 sec): 3 clusters
  Score: Raw -276926.832613 + Penalty 2674.764401 = -274252.068212
  nChanged 1470
		SP:Iteration 1F (154635.810000 sec): 3 clusters
  Score: Raw -277977.667770 + Penalty 2674.764401 = -275302.903369
  nChanged 412
		SP:Iteration 2F (154635.960000 sec): 3 clusters
  Score: Raw -278482.280429 + Penalty 2674.764401 = -275807.516028
  nChanged 334
		SP:Iteration 3F (154636.190000 sec): 3 clusters
  Score: Raw -278861.742037 + Penalty 2674.764401 = -276186.977636
  nChanged 258
		SP:Iteration 4F (154636.360000 sec): 3 clusters
  Score: Raw -279135.693356 + Penalty 2674.764401 = -276460.928955
  nChanged 208
		SP:Iteration 5F (154636.530000 sec): 3 clusters
  Score: Raw -279346.581602 + Penalty 2674.764401 = -276671.817201
  nChanged 182
		SP:Iteration 6Q (154636.700000 sec): 3 clusters
  Score: Raw -279509.250578 + Penalty 2674.764401 = -276834.486177
  nChanged 113
		SP:Iteration 7Q (154636.950000 sec): 3 clusters
  Score: Raw -279606.285419 + Penalty 2674.764401 = -276931.521018
  nChanged 88
		SP:Iteration 8Q (154637.150000 sec): 3 clusters
  Score: Raw -279659.935720 + Penalty 2674.764401 = -276985.171319
  nChanged 48
		SP:Iteration 9Q (154637.310000 sec): 3 clusters
  Score: Raw -279687.568652 + Penalty 2674.764401 = -277012.804251
  nChanged 35
		SP:Iteration 10Q (154637.510000 sec): 3 clusters
  Score: Raw -279711.067952 + Penalty 2674.764401 = -277036.303551
  nChanged 41
		SP:Iteration 11Q (154637.680000 sec): 3 clusters
  Score: Raw -279736.247507 + Penalty 2674.764401 = -277061.483106
  nChanged 43
		SP:Iteration 12Q (154637.890000 sec): 3 clusters
  Score: Raw -279758.756900 + Penalty 2674.764401 = -277083.992499
  nChanged 28
		SP:Iteration 13Q (154638.050000 sec): 3 clusters
  Score: Raw -279769.561953 + Penalty 2674.764401 = -277094.797553
  nChanged 23
		SP:Iteration 14Q (154638.230000 sec): 3 clusters
  Score: Raw -279777.992833 + Penalty 2674.764401 = -277103.228432
  nChanged 14
		SP:Iteration 15Q (154638.440000 sec): 3 clusters
  Score: Raw -279785.273448 + Penalty 2674.764401 = -277110.509047
  nChanged 12
		SP:Iteration 16Q (154638.580000 sec): 3 clusters
  Score: Raw -279789.376470 + Penalty 2674.764401 = -277114.612069
  nChanged 11
		SP:Iteration 17Q (154638.770000 sec): 3 clusters
  Score: Raw -279793.861150 + Penalty 2674.764401 = -277119.096749
  nChanged 8
		SP:Iteration 18Q (154638.990000 sec): 3 clusters
  Score: Raw -279795.927160 + Penalty 2674.764401 = -277121.162759
  nChanged 4
		SP:Iteration 19Q (154639.140000 sec): 3 clusters
  Score: Raw -279797.473795 + Penalty 2674.764401 = -277122.709394
  nChanged 5
		SP:Iteration 20F (154639.290000 sec): 3 clusters
  Score: Raw -279798.438719 + Penalty 2674.764401 = -277123.674318
  nChanged 5
		SP:Iteration 21Q (154639.450000 sec): 3 clusters
  Score: Raw -279799.606193 + Penalty 2674.764401 = -277124.841792
  nChanged 3
		SP:Iteration 22Q (154639.650000 sec): 3 clusters
  Score: Raw -279800.177570 + Penalty 2674.764401 = -277125.413169
  nChanged 0
		SP:Iteration 23F (154639.800000 sec): 3 clusters
  Score: Raw -279800.177570 + Penalty 2674.764401 = -277125.413169
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 54 (3557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154639.900000 sec): 2 clusters
  Score: Raw -316616.254580 + Penalty 1328.709325 = -315287.545255
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154640.110000 sec): 3 clusters
  Score: Raw -314843.289700 + Penalty 2657.418651 = -312185.871049
  nChanged 1406
		SP:Iteration 1F (154640.270000 sec): 3 clusters
  Score: Raw -315579.716481 + Penalty 2657.418651 = -312922.297830
  nChanged 251
		SP:Iteration 2F (154640.480000 sec): 3 clusters
  Score: Raw -315716.593829 + Penalty 2657.418651 = -313059.175178
  nChanged 169
		SP:Iteration 3Q (154640.670000 sec): 3 clusters
  Score: Raw -315798.669358 + Penalty 2657.418651 = -313141.250707
  nChanged 122
		SP:Iteration 4Q (154640.880000 sec): 3 clusters
  Score: Raw -315853.163484 + Penalty 2657.418651 = -313195.744833
  nChanged 97
		SP:Iteration 5Q (154641.040000 sec): 3 clusters
  Score: Raw -315897.453566 + Penalty 2657.418651 = -313240.034915
  nChanged 91
		SP:Iteration 6Q (154641.190000 sec): 3 clusters
  Score: Raw -315933.860369 + Penalty 2657.418651 = -313276.441719
  nChanged 70
		SP:Iteration 7Q (154641.390000 sec): 3 clusters
  Score: Raw -315962.599382 + Penalty 2657.418651 = -313305.180731
  nChanged 67
		SP:Iteration 8Q (154641.600000 sec): 3 clusters
  Score: Raw -315990.504035 + Penalty 2657.418651 = -313333.085384
  nChanged 64
		SP:Iteration 9Q (154641.750000 sec): 3 clusters
  Score: Raw -316015.278578 + Penalty 2657.418651 = -313357.859927
  nChanged 61
		SP:Iteration 10Q (154641.960000 sec): 3 clusters
  Score: Raw -316040.844701 + Penalty 2657.418651 = -313383.426050
  nChanged 56
		SP:Iteration 11Q (154642.130000 sec): 3 clusters
  Score: Raw -316061.994111 + Penalty 2657.418651 = -313404.575460
  nChanged 55
		SP:Iteration 12Q (154642.350000 sec): 3 clusters
  Score: Raw -316084.462315 + Penalty 2657.418651 = -313427.043664
  nChanged 55
		SP:Iteration 13Q (154642.510000 sec): 3 clusters
  Score: Raw -316111.370797 + Penalty 2657.418651 = -313453.952147
  nChanged 57
		SP:Iteration 14Q (154642.710000 sec): 3 clusters
  Score: Raw -316137.392013 + Penalty 2657.418651 = -313479.973362
  nChanged 51
		SP:Iteration 15Q (154642.860000 sec): 3 clusters
  Score: Raw -316158.781100 + Penalty 2657.418651 = -313501.362449
  nChanged 64
		SP:Iteration 16Q (154643.060000 sec): 3 clusters
  Score: Raw -316189.171831 + Penalty 2657.418651 = -313531.753180
  nChanged 71
		SP:Iteration 17Q (154643.210000 sec): 3 clusters
  Score: Raw -316228.254675 + Penalty 2657.418651 = -313570.836024
  nChanged 82
		SP:Iteration 18Q (154643.400000 sec): 3 clusters
  Score: Raw -316278.641026 + Penalty 2657.418651 = -313621.222375
  nChanged 81
		SP:Iteration 19Q (154643.550000 sec): 3 clusters
  Score: Raw -316331.918169 + Penalty 2657.418651 = -313674.499518
  nChanged 81
		SP:Iteration 20F (154643.740000 sec): 3 clusters
  Score: Raw -316376.026565 + Penalty 2657.418651 = -313718.607914
  nChanged 78
		SP:Iteration 21Q (154643.890000 sec): 3 clusters
  Score: Raw -316421.355672 + Penalty 2657.418651 = -313763.937021
  nChanged 71
		SP:Iteration 22Q (154644.110000 sec): 3 clusters
  Score: Raw -316466.740913 + Penalty 2657.418651 = -313809.322262
  nChanged 64
		SP:Iteration 23Q (154644.340000 sec): 3 clusters
  Score: Raw -316508.793843 + Penalty 2657.418651 = -313851.375192
  nChanged 57
		SP:Iteration 24Q (154644.550000 sec): 3 clusters
  Score: Raw -316546.525899 + Penalty 2657.418651 = -313889.107248
  nChanged 48
		SP:Iteration 25Q (154644.690000 sec): 3 clusters
  Score: Raw -316582.477751 + Penalty 2657.418651 = -313925.059100
  nChanged 46
		SP:Iteration 26Q (154644.840000 sec): 3 clusters
  Score: Raw -316612.375103 + Penalty 2657.418651 = -313954.956452
  nChanged 39
		SP:Iteration 27Q (154645.040000 sec): 3 clusters
  Score: Raw -316636.797097 + Penalty 2657.418651 = -313979.378446
  nChanged 31
		SP:Iteration 28Q (154645.200000 sec): 3 clusters
  Score: Raw -316661.842941 + Penalty 2657.418651 = -314004.424291
  nChanged 27
		SP:Iteration 29Q (154645.350000 sec): 3 clusters
  Score: Raw -316682.453674 + Penalty 2657.418651 = -314025.035023
  nChanged 25
		SP:Iteration 30Q (154645.540000 sec): 3 clusters
  Score: Raw -316702.612499 + Penalty 2657.418651 = -314045.193848
  nChanged 21
		SP:Iteration 31Q (154645.740000 sec): 3 clusters
  Score: Raw -316718.079770 + Penalty 2657.418651 = -314060.661119
  nChanged 21
		SP:Iteration 32Q (154645.930000 sec): 3 clusters
  Score: Raw -316730.440710 + Penalty 2657.418651 = -314073.022059
  nChanged 8
		SP:Iteration 33Q (154646.100000 sec): 3 clusters
  Score: Raw -316737.281473 + Penalty 2657.418651 = -314079.862822
  nChanged 8
		SP:Iteration 34Q (154646.280000 sec): 3 clusters
  Score: Raw -316742.457240 + Penalty 2657.418651 = -314085.038589
  nChanged 11
		SP:Iteration 35Q (154646.520000 sec): 3 clusters
  Score: Raw -316751.762598 + Penalty 2657.418651 = -314094.343947
  nChanged 9
		SP:Iteration 36Q (154646.710000 sec): 3 clusters
  Score: Raw -316759.591715 + Penalty 2657.418651 = -314102.173064
  nChanged 5
		SP:Iteration 37Q (154646.920000 sec): 3 clusters
  Score: Raw -316763.787798 + Penalty 2657.418651 = -314106.369147
  nChanged 5
		SP:Iteration 38Q (154647.110000 sec): 3 clusters
  Score: Raw -316768.708199 + Penalty 2657.418651 = -314111.289548
  nChanged 7
		SP:Iteration 39Q (154647.270000 sec): 3 clusters
  Score: Raw -316773.627256 + Penalty 2657.418651 = -314116.208605
  nChanged 1
		SP:Iteration 40F (154647.520000 sec): 3 clusters
  Score: Raw -316774.603291 + Penalty 2657.418651 = -314117.184640
  nChanged 2
		SP:Iteration 41Q (154647.680000 sec): 3 clusters
  Score: Raw -316776.475628 + Penalty 2657.418651 = -314119.056977
  nChanged 1
		SP:Iteration 42Q (154647.840000 sec): 3 clusters
  Score: Raw -316776.713906 + Penalty 2657.418651 = -314119.295255
  nChanged 1
		SP:Iteration 43Q (154648.020000 sec): 3 clusters
  Score: Raw -316776.959571 + Penalty 2657.418651 = -314119.540920
  nChanged 0
		SP:Iteration 44F (154648.240000 sec): 3 clusters
  Score: Raw -316776.959571 + Penalty 2657.418651 = -314119.540920
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 55 (4178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154648.360000 sec): 2 clusters
  Score: Raw -361888.119807 + Penalty 1354.858041 = -360533.261767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154648.580000 sec): 3 clusters
  Score: Raw -359740.161315 + Penalty 2709.716081 = -357030.445234
  nChanged 1672
		SP:Iteration 1F (154648.750000 sec): 3 clusters
  Score: Raw -360713.770355 + Penalty 2709.716081 = -358004.054274
  nChanged 294
		SP:Iteration 2F (154649.000000 sec): 3 clusters
  Score: Raw -360868.762130 + Penalty 2709.716081 = -358159.046048
  nChanged 211
		SP:Iteration 3F (154649.160000 sec): 3 clusters
  Score: Raw -360981.034793 + Penalty 2709.716081 = -358271.318711
  nChanged 167
		SP:Iteration 4Q (154649.330000 sec): 3 clusters
  Score: Raw -361048.038930 + Penalty 2709.716081 = -358338.322849
  nChanged 119
		SP:Iteration 5Q (154649.590000 sec): 3 clusters
  Score: Raw -361090.973643 + Penalty 2709.716081 = -358381.257562
  nChanged 82
		SP:Iteration 6Q (154649.720000 sec): 3 clusters
  Score: Raw -361120.761944 + Penalty 2709.716081 = -358411.045863
  nChanged 77
		SP:Iteration 7Q (154649.930000 sec): 3 clusters
  Score: Raw -361150.404754 + Penalty 2709.716081 = -358440.688672
  nChanged 79
		SP:Iteration 8Q (154650.120000 sec): 3 clusters
  Score: Raw -361179.523886 + Penalty 2709.716081 = -358469.807805
  nChanged 66
		SP:Iteration 9Q (154650.340000 sec): 3 clusters
  Score: Raw -361213.073557 + Penalty 2709.716081 = -358503.357476
  nChanged 85
		SP:Iteration 10Q (154650.470000 sec): 3 clusters
  Score: Raw -361252.400740 + Penalty 2709.716081 = -358542.684659
  nChanged 80
		SP:Iteration 11Q (154650.690000 sec): 3 clusters
  Score: Raw -361288.516396 + Penalty 2709.716081 = -358578.800314
  nChanged 73
		SP:Iteration 12Q (154650.870000 sec): 3 clusters
  Score: Raw -361321.729413 + Penalty 2709.716081 = -358612.013332
  nChanged 67
		SP:Iteration 13Q (154651.070000 sec): 3 clusters
  Score: Raw -361357.041466 + Penalty 2709.716081 = -358647.325384
  nChanged 69
		SP:Iteration 14Q (154651.250000 sec): 3 clusters
  Score: Raw -361390.136027 + Penalty 2709.716081 = -358680.419945
  nChanged 70
		SP:Iteration 15Q (154651.500000 sec): 3 clusters
  Score: Raw -361419.680411 + Penalty 2709.716081 = -358709.964330
  nChanged 54
		SP:Iteration 16Q (154651.670000 sec): 3 clusters
  Score: Raw -361445.060880 + Penalty 2709.716081 = -358735.344799
  nChanged 54
		SP:Iteration 17Q (154651.940000 sec): 3 clusters
  Score: Raw -361467.614522 + Penalty 2709.716081 = -358757.898441
  nChanged 60
		SP:Iteration 18Q (154652.110000 sec): 3 clusters
  Score: Raw -361497.620905 + Penalty 2709.716081 = -358787.904824
  nChanged 50
		SP:Iteration 19Q (154652.320000 sec): 3 clusters
  Score: Raw -361521.631896 + Penalty 2709.716081 = -358811.915815
  nChanged 53
		SP:Iteration 20F (154652.490000 sec): 3 clusters
  Score: Raw -361548.573754 + Penalty 2709.716081 = -358838.857673
  nChanged 54
		SP:Iteration 21Q (154652.740000 sec): 3 clusters
  Score: Raw -361579.071461 + Penalty 2709.716081 = -358869.355379
  nChanged 66
		SP:Iteration 22Q (154652.950000 sec): 3 clusters
  Score: Raw -361619.559766 + Penalty 2709.716081 = -358909.843685
  nChanged 59
		SP:Iteration 23Q (154653.190000 sec): 3 clusters
  Score: Raw -361665.799940 + Penalty 2709.716081 = -358956.083859
  nChanged 82
		SP:Iteration 24Q (154653.410000 sec): 3 clusters
  Score: Raw -361714.889339 + Penalty 2709.716081 = -359005.173257
  nChanged 70
		SP:Iteration 25Q (154653.600000 sec): 3 clusters
  Score: Raw -361762.098087 + Penalty 2709.716081 = -359052.382006
  nChanged 60
		SP:Iteration 26Q (154653.800000 sec): 3 clusters
  Score: Raw -361801.371524 + Penalty 2709.716081 = -359091.655443
  nChanged 51
		SP:Iteration 27Q (154654.020000 sec): 3 clusters
  Score: Raw -361843.774548 + Penalty 2709.716081 = -359134.058467
  nChanged 44
		SP:Iteration 28Q (154654.200000 sec): 3 clusters
  Score: Raw -361874.740903 + Penalty 2709.716081 = -359165.024822
  nChanged 35
		SP:Iteration 29Q (154654.360000 sec): 3 clusters
  Score: Raw -361905.344720 + Penalty 2709.716081 = -359195.628639
  nChanged 30
		SP:Iteration 30Q (154654.540000 sec): 3 clusters
  Score: Raw -361926.800461 + Penalty 2709.716081 = -359217.084380
  nChanged 27
		SP:Iteration 31Q (154654.680000 sec): 3 clusters
  Score: Raw -361947.946373 + Penalty 2709.716081 = -359238.230291
  nChanged 22
		SP:Iteration 32Q (154654.900000 sec): 3 clusters
  Score: Raw -361962.097257 + Penalty 2709.716081 = -359252.381175
  nChanged 9
		SP:Iteration 33Q (154655.120000 sec): 3 clusters
  Score: Raw -361968.396480 + Penalty 2709.716081 = -359258.680399
  nChanged 10
		SP:Iteration 34Q (154655.270000 sec): 3 clusters
  Score: Raw -361977.336053 + Penalty 2709.716081 = -359267.619972
  nChanged 5
		SP:Iteration 35Q (154655.470000 sec): 3 clusters
  Score: Raw -361981.080603 + Penalty 2709.716081 = -359271.364522
  nChanged 2
		SP:Iteration 36Q (154655.650000 sec): 3 clusters
  Score: Raw -361982.000047 + Penalty 2709.716081 = -359272.283966
  nChanged 2
		SP:Iteration 37Q (154655.830000 sec): 3 clusters
  Score: Raw -361983.055892 + Penalty 2709.716081 = -359273.339811
  nChanged 2
		SP:Iteration 38Q (154656.020000 sec): 3 clusters
  Score: Raw -361984.259393 + Penalty 2709.716081 = -359274.543312
  nChanged 1
		SP:Iteration 39Q (154656.230000 sec): 3 clusters
  Score: Raw -361984.701721 + Penalty 2709.716081 = -359274.985640
  nChanged 1
		SP:Iteration 40F (154656.420000 sec): 3 clusters
  Score: Raw -361985.274470 + Penalty 2709.716081 = -359275.558389
  nChanged 1
		SP:Iteration 41Q (154656.600000 sec): 3 clusters
  Score: Raw -361985.940349 + Penalty 2709.716081 = -359276.224268
  nChanged 3
		SP:Iteration 42Q (154656.820000 sec): 3 clusters
  Score: Raw -361987.549483 + Penalty 2709.716081 = -359277.833402
  nChanged 1
		SP:Iteration 43Q (154657.040000 sec): 3 clusters
  Score: Raw -361987.760614 + Penalty 2709.716081 = -359278.044533
  nChanged 1
		SP:Iteration 44Q (154657.210000 sec): 3 clusters
  Score: Raw -361988.944136 + Penalty 2709.716081 = -359279.228055
  nChanged 2
		SP:Iteration 45Q (154657.370000 sec): 3 clusters
  Score: Raw -361989.884179 + Penalty 2709.716081 = -359280.168098
  nChanged 1
		SP:Iteration 46Q (154657.530000 sec): 3 clusters
  Score: Raw -361991.193798 + Penalty 2709.716081 = -359281.477717
  nChanged 4
		SP:Iteration 47Q (154657.760000 sec): 3 clusters
  Score: Raw -361993.336593 + Penalty 2709.716081 = -359283.620511
  nChanged 2
		SP:Iteration 48Q (154657.890000 sec): 3 clusters
  Score: Raw -361994.329524 + Penalty 2709.716081 = -359284.613443
  nChanged 1
		SP:Iteration 49Q (154658.080000 sec): 3 clusters
  Score: Raw -361995.331276 + Penalty 2709.716081 = -359285.615195
  nChanged 1
		SP:Iteration 50Q (154658.290000 sec): 3 clusters
  Score: Raw -361995.931499 + Penalty 2709.716081 = -359286.215418
  nChanged 1
		SP:Iteration 51Q (154658.470000 sec): 3 clusters
  Score: Raw -361996.356986 + Penalty 2709.716081 = -359286.640905
  nChanged 2
		SP:Iteration 52Q (154658.710000 sec): 3 clusters
  Score: Raw -361997.878466 + Penalty 2709.716081 = -359288.162385
  nChanged 2
		SP:Iteration 53Q (154658.900000 sec): 3 clusters
  Score: Raw -362000.217691 + Penalty 2709.716081 = -359290.501609
  nChanged 3
		SP:Iteration 54Q (154659.110000 sec): 3 clusters
  Score: Raw -362002.320269 + Penalty 2709.716081 = -359292.604188
  nChanged 4
		SP:Iteration 55Q (154659.280000 sec): 3 clusters
  Score: Raw -362005.514686 + Penalty 2709.716081 = -359295.798605
  nChanged 4
		SP:Iteration 56Q (154659.480000 sec): 3 clusters
  Score: Raw -362010.091895 + Penalty 2709.716081 = -359300.375814
  nChanged 8
		SP:Iteration 57Q (154659.690000 sec): 3 clusters
  Score: Raw -362015.750158 + Penalty 2709.716081 = -359306.034077
  nChanged 10
		SP:Iteration 58Q (154659.850000 sec): 3 clusters
  Score: Raw -362024.302990 + Penalty 2709.716081 = -359314.586909
  nChanged 7
		SP:Iteration 59Q (154660.080000 sec): 3 clusters
  Score: Raw -362031.165866 + Penalty 2709.716081 = -359321.449784
  nChanged 7
		SP:Iteration 60F (154660.270000 sec): 3 clusters
  Score: Raw -362036.687309 + Penalty 2709.716081 = -359326.971228
  nChanged 6
		SP:Iteration 61Q (154660.490000 sec): 3 clusters
  Score: Raw -362040.747978 + Penalty 2709.716081 = -359331.031897
  nChanged 4
		SP:Iteration 62Q (154660.670000 sec): 3 clusters
  Score: Raw -362043.696228 + Penalty 2709.716081 = -359333.980147
  nChanged 2
		SP:Iteration 63Q (154660.850000 sec): 3 clusters
  Score: Raw -362045.253273 + Penalty 2709.716081 = -359335.537192
  nChanged 2
		SP:Iteration 64Q (154661.030000 sec): 3 clusters
  Score: Raw -362046.073257 + Penalty 2709.716081 = -359336.357176
  nChanged 1
		SP:Iteration 65Q (154661.240000 sec): 3 clusters
  Score: Raw -362046.276562 + Penalty 2709.716081 = -359336.560480
  nChanged 0
		SP:Iteration 66F (154661.480000 sec): 3 clusters
  Score: Raw -362046.276562 + Penalty 2709.716081 = -359336.560480
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 56 (8075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154661.640000 sec): 2 clusters
  Score: Raw -628343.752317 + Penalty 1461.935824 = -626881.816493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154661.850000 sec): 3 clusters
  Score: Raw -623905.465175 + Penalty 2923.871648 = -620981.593527
  nChanged 3408
		SP:Iteration 1F (154662.080000 sec): 3 clusters
  Score: Raw -625826.093856 + Penalty 2923.871648 = -622902.222208
  nChanged 572
		SP:Iteration 2F (154662.310000 sec): 3 clusters
  Score: Raw -626153.134648 + Penalty 2923.871648 = -623229.263000
  nChanged 482
		SP:Iteration 3F (154662.570000 sec): 3 clusters
  Score: Raw -626448.484857 + Penalty 2923.871648 = -623524.613209
  nChanged 444
		SP:Iteration 4F (154662.830000 sec): 3 clusters
  Score: Raw -626733.399637 + Penalty 2923.871648 = -623809.527989
  nChanged 397
		SP:Iteration 5Q (154663.020000 sec): 3 clusters
  Score: Raw -627044.016625 + Penalty 2923.871648 = -624120.144977
  nChanged 444
		SP:Iteration 6F (154663.270000 sec): 3 clusters
  Score: Raw -627401.657955 + Penalty 2923.871648 = -624477.786307
  nChanged 475
		SP:Iteration 7F (154663.500000 sec): 3 clusters
  Score: Raw -627795.354701 + Penalty 2923.871648 = -624871.483053
  nChanged 434
		SP:Iteration 8F (154663.760000 sec): 3 clusters
  Score: Raw -628141.606345 + Penalty 2923.871648 = -625217.734697
  nChanged 423
		SP:Iteration 9F (154663.970000 sec): 3 clusters
  Score: Raw -628548.492566 + Penalty 2923.871648 = -625624.620918
  nChanged 375
		SP:Iteration 10Q (154664.210000 sec): 3 clusters
  Score: Raw -628889.745473 + Penalty 2923.871648 = -625965.873825
  nChanged 303
		SP:Iteration 11Q (154664.480000 sec): 3 clusters
  Score: Raw -629115.974392 + Penalty 2923.871648 = -626192.102744
  nChanged 226
		SP:Iteration 12Q (154664.760000 sec): 3 clusters
  Score: Raw -629268.454206 + Penalty 2923.871648 = -626344.582558
  nChanged 205
		SP:Iteration 13Q (154665.000000 sec): 3 clusters
  Score: Raw -629410.868228 + Penalty 2923.871648 = -626486.996580
  nChanged 168
		SP:Iteration 14Q (154665.250000 sec): 3 clusters
  Score: Raw -629515.525833 + Penalty 2923.871648 = -626591.654185
  nChanged 131
		SP:Iteration 15Q (154665.490000 sec): 3 clusters
  Score: Raw -629585.439550 + Penalty 2923.871648 = -626661.567902
  nChanged 97
		SP:Iteration 16Q (154665.690000 sec): 3 clusters
  Score: Raw -629617.912675 + Penalty 2923.871648 = -626694.041027
  nChanged 64
		SP:Iteration 17Q (154665.900000 sec): 3 clusters
  Score: Raw -629635.605633 + Penalty 2923.871648 = -626711.733985
  nChanged 47
		SP:Iteration 18Q (154666.150000 sec): 3 clusters
  Score: Raw -629644.231826 + Penalty 2923.871648 = -626720.360178
  nChanged 27
		SP:Iteration 19Q (154666.350000 sec): 3 clusters
  Score: Raw -629649.850841 + Penalty 2923.871648 = -626725.979193
  nChanged 24
		SP:Iteration 20F (154666.580000 sec): 3 clusters
  Score: Raw -629654.934351 + Penalty 2923.871648 = -626731.062703
  nChanged 17
		SP:Iteration 21Q (154666.780000 sec): 3 clusters
  Score: Raw -629657.684301 + Penalty 2923.871648 = -626733.812653
  nChanged 16
		SP:Iteration 22Q (154667.010000 sec): 3 clusters
  Score: Raw -629660.335719 + Penalty 2923.871648 = -626736.464071
  nChanged 11
		SP:Iteration 23Q (154667.230000 sec): 3 clusters
  Score: Raw -629661.895617 + Penalty 2923.871648 = -626738.023969
  nChanged 11
		SP:Iteration 24Q (154667.420000 sec): 3 clusters
  Score: Raw -629663.628019 + Penalty 2923.871648 = -626739.756370
  nChanged 15
		SP:Iteration 25Q (154667.650000 sec): 3 clusters
  Score: Raw -629667.430782 + Penalty 2923.871648 = -626743.559134
  nChanged 21
		SP:Iteration 26Q (154667.890000 sec): 3 clusters
  Score: Raw -629672.449398 + Penalty 2923.871648 = -626748.577750
  nChanged 23
		SP:Iteration 27Q (154668.150000 sec): 3 clusters
  Score: Raw -629677.438571 + Penalty 2923.871648 = -626753.566923
  nChanged 22
		SP:Iteration 28Q (154668.350000 sec): 3 clusters
  Score: Raw -629682.881731 + Penalty 2923.871648 = -626759.010083
  nChanged 21
		SP:Iteration 29Q (154668.570000 sec): 3 clusters
  Score: Raw -629685.799589 + Penalty 2923.871648 = -626761.927940
  nChanged 10
		SP:Iteration 30Q (154668.790000 sec): 3 clusters
  Score: Raw -629687.189930 + Penalty 2923.871648 = -626763.318282
  nChanged 12
		SP:Iteration 31Q (154668.960000 sec): 3 clusters
  Score: Raw -629688.991099 + Penalty 2923.871648 = -626765.119451
  nChanged 19
		SP:Iteration 32Q (154669.210000 sec): 3 clusters
  Score: Raw -629693.023071 + Penalty 2923.871648 = -626769.151423
  nChanged 17
		SP:Iteration 33Q (154669.430000 sec): 3 clusters
  Score: Raw -629697.214028 + Penalty 2923.871648 = -626773.342379
  nChanged 20
		SP:Iteration 34Q (154669.600000 sec): 3 clusters
  Score: Raw -629702.771162 + Penalty 2923.871648 = -626778.899513
  nChanged 23
		SP:Iteration 35Q (154669.850000 sec): 3 clusters
  Score: Raw -629710.483160 + Penalty 2923.871648 = -626786.611512
  nChanged 32
		SP:Iteration 36Q (154670.050000 sec): 3 clusters
  Score: Raw -629727.095860 + Penalty 2923.871648 = -626803.224212
  nChanged 51
		SP:Iteration 37Q (154670.250000 sec): 3 clusters
  Score: Raw -629750.145907 + Penalty 2923.871648 = -626826.274259
  nChanged 67
		SP:Iteration 38Q (154670.460000 sec): 3 clusters
  Score: Raw -629787.946997 + Penalty 2923.871648 = -626864.075348
  nChanged 69
		SP:Iteration 39Q (154670.690000 sec): 3 clusters
  Score: Raw -629827.734160 + Penalty 2923.871648 = -626903.862512
  nChanged 74
		SP:Iteration 40F (154670.910000 sec): 3 clusters
  Score: Raw -629874.671500 + Penalty 2923.871648 = -626950.799852
  nChanged 86
		SP:Iteration 41Q (154671.130000 sec): 3 clusters
  Score: Raw -629927.691758 + Penalty 2923.871648 = -627003.820109
  nChanged 87
		SP:Iteration 42Q (154671.360000 sec): 3 clusters
  Score: Raw -629982.590987 + Penalty 2923.871648 = -627058.719339
  nChanged 78
		SP:Iteration 43Q (154671.590000 sec): 3 clusters
  Score: Raw -630031.290251 + Penalty 2923.871648 = -627107.418603
  nChanged 67
		SP:Iteration 44Q (154671.850000 sec): 3 clusters
  Score: Raw -630065.696492 + Penalty 2923.871648 = -627141.824844
  nChanged 48
		SP:Iteration 45Q (154672.070000 sec): 3 clusters
  Score: Raw -630084.980551 + Penalty 2923.871648 = -627161.108903
  nChanged 43
		SP:Iteration 46Q (154672.310000 sec): 3 clusters
  Score: Raw -630097.614354 + Penalty 2923.871648 = -627173.742706
  nChanged 22
		SP:Iteration 47Q (154672.560000 sec): 3 clusters
  Score: Raw -630103.575623 + Penalty 2923.871648 = -627179.703975
  nChanged 17
		SP:Iteration 48Q (154672.770000 sec): 3 clusters
  Score: Raw -630106.827374 + Penalty 2923.871648 = -627182.955725
  nChanged 15
		SP:Iteration 49Q (154673.040000 sec): 3 clusters
  Score: Raw -630110.003311 + Penalty 2923.871648 = -627186.131663
  nChanged 14
		SP:Iteration 50Q (154673.230000 sec): 3 clusters
  Score: Raw -630113.697197 + Penalty 2923.871648 = -627189.825549
  nChanged 12
		SP:Iteration 51Q (154673.480000 sec): 3 clusters
  Score: Raw -630116.038552 + Penalty 2923.871648 = -627192.166904
  nChanged 5
		SP:Iteration 52Q (154673.680000 sec): 3 clusters
  Score: Raw -630116.776915 + Penalty 2923.871648 = -627192.905267
  nChanged 3
		SP:Iteration 53Q (154673.920000 sec): 3 clusters
  Score: Raw -630117.333365 + Penalty 2923.871648 = -627193.461717
  nChanged 3
		SP:Iteration 54Q (154674.120000 sec): 3 clusters
  Score: Raw -630117.922553 + Penalty 2923.871648 = -627194.050905
  nChanged 0
		SP:Iteration 55F (154674.380000 sec): 3 clusters
  Score: Raw -630117.922553 + Penalty 2923.871648 = -627194.050905
  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 10.71 GB.

 Trying to split cluster 57 (7229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154674.500000 sec): 2 clusters
  Score: Raw -614801.992432 + Penalty 1443.951599 = -613358.040833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154674.770000 sec): 3 clusters
  Score: Raw -610933.966184 + Penalty 2887.903198 = -608046.062987
  nChanged 3022
		SP:Iteration 1F (154674.960000 sec): 3 clusters
  Score: Raw -612631.323054 + Penalty 2887.903198 = -609743.419856
  nChanged 523
		SP:Iteration 2F (154675.150000 sec): 3 clusters
  Score: Raw -612917.739063 + Penalty 2887.903198 = -610029.835865
  nChanged 394
		SP:Iteration 3F (154675.430000 sec): 3 clusters
  Score: Raw -613104.499386 + Penalty 2887.903198 = -610216.596188
  nChanged 300
		SP:Iteration 4Q (154675.620000 sec): 3 clusters
  Score: Raw -613252.304006 + Penalty 2887.903198 = -610364.400809
  nChanged 316
		SP:Iteration 5Q (154675.840000 sec): 3 clusters
  Score: Raw -613427.147413 + Penalty 2887.903198 = -610539.244215
  nChanged 301
		SP:Iteration 6Q (154676.100000 sec): 3 clusters
  Score: Raw -613599.181119 + Penalty 2887.903198 = -610711.277922
  nChanged 269
		SP:Iteration 7Q (154676.390000 sec): 3 clusters
  Score: Raw -613732.123124 + Penalty 2887.903198 = -610844.219926
  nChanged 253
		SP:Iteration 8Q (154676.630000 sec): 3 clusters
  Score: Raw -613850.124709 + Penalty 2887.903198 = -610962.221511
  nChanged 211
		SP:Iteration 9Q (154676.880000 sec): 3 clusters
  Score: Raw -613948.196815 + Penalty 2887.903198 = -611060.293618
  nChanged 206
		SP:Iteration 10Q (154677.110000 sec): 3 clusters
  Score: Raw -614056.773988 + Penalty 2887.903198 = -611168.870790
  nChanged 237
		SP:Iteration 11Q (154677.330000 sec): 3 clusters
  Score: Raw -614195.376622 + Penalty 2887.903198 = -611307.473424
  nChanged 229
		SP:Iteration 12Q (154677.560000 sec): 3 clusters
  Score: Raw -614322.195239 + Penalty 2887.903198 = -611434.292041
  nChanged 193
		SP:Iteration 13Q (154677.820000 sec): 3 clusters
  Score: Raw -614414.919027 + Penalty 2887.903198 = -611527.015830
  nChanged 165
		SP:Iteration 14Q (154678.030000 sec): 3 clusters
  Score: Raw -614487.971692 + Penalty 2887.903198 = -611600.068494
  nChanged 129
		SP:Iteration 15Q (154678.290000 sec): 3 clusters
  Score: Raw -614543.304427 + Penalty 2887.903198 = -611655.401229
  nChanged 107
		SP:Iteration 16Q (154678.530000 sec): 3 clusters
  Score: Raw -614586.606255 + Penalty 2887.903198 = -611698.703057
  nChanged 95
		SP:Iteration 17Q (154678.770000 sec): 3 clusters
  Score: Raw -614623.750720 + Penalty 2887.903198 = -611735.847523
  nChanged 79
		SP:Iteration 18Q (154678.980000 sec): 3 clusters
  Score: Raw -614655.265727 + Penalty 2887.903198 = -611767.362529
  nChanged 78
		SP:Iteration 19Q (154679.210000 sec): 3 clusters
  Score: Raw -614685.521225 + Penalty 2887.903198 = -611797.618028
  nChanged 81
		SP:Iteration 20F (154679.430000 sec): 3 clusters
  Score: Raw -614717.698079 + Penalty 2887.903198 = -611829.794882
  nChanged 69
		SP:Iteration 21Q (154679.740000 sec): 3 clusters
  Score: Raw -614746.332577 + Penalty 2887.903198 = -611858.429379
  nChanged 61
		SP:Iteration 22Q (154679.960000 sec): 3 clusters
  Score: Raw -614766.987743 + Penalty 2887.903198 = -611879.084546
  nChanged 49
		SP:Iteration 23Q (154680.140000 sec): 3 clusters
  Score: Raw -614788.314684 + Penalty 2887.903198 = -611900.411486
  nChanged 54
		SP:Iteration 24Q (154680.380000 sec): 3 clusters
  Score: Raw -614816.227443 + Penalty 2887.903198 = -611928.324246
  nChanged 51
		SP:Iteration 25Q (154680.560000 sec): 3 clusters
  Score: Raw -614854.010777 + Penalty 2887.903198 = -611966.107579
  nChanged 64
		SP:Iteration 26Q (154680.840000 sec): 3 clusters
  Score: Raw -614905.303923 + Penalty 2887.903198 = -612017.400725
  nChanged 62
		SP:Iteration 27Q (154681.040000 sec): 3 clusters
  Score: Raw -614956.166294 + Penalty 2887.903198 = -612068.263097
  nChanged 65
		SP:Iteration 28Q (154681.250000 sec): 3 clusters
  Score: Raw -615002.896341 + Penalty 2887.903198 = -612114.993143
  nChanged 62
		SP:Iteration 29Q (154681.470000 sec): 3 clusters
  Score: Raw -615036.047588 + Penalty 2887.903198 = -612148.144391
  nChanged 51
		SP:Iteration 30Q (154681.700000 sec): 3 clusters
  Score: Raw -615060.662629 + Penalty 2887.903198 = -612172.759431
  nChanged 46
		SP:Iteration 31Q (154681.900000 sec): 3 clusters
  Score: Raw -615082.187820 + Penalty 2887.903198 = -612194.284623
  nChanged 35
		SP:Iteration 32Q (154682.160000 sec): 3 clusters
  Score: Raw -615094.855850 + Penalty 2887.903198 = -612206.952653
  nChanged 34
		SP:Iteration 33Q (154682.380000 sec): 3 clusters
  Score: Raw -615109.450192 + Penalty 2887.903198 = -612221.546995
  nChanged 31
		SP:Iteration 34Q (154682.580000 sec): 3 clusters
  Score: Raw -615124.982951 + Penalty 2887.903198 = -612237.079753
  nChanged 29
		SP:Iteration 35Q (154682.830000 sec): 3 clusters
  Score: Raw -615136.388186 + Penalty 2887.903198 = -612248.484989
  nChanged 22
		SP:Iteration 36Q (154683.070000 sec): 3 clusters
  Score: Raw -615145.371294 + Penalty 2887.903198 = -612257.468096
  nChanged 17
		SP:Iteration 37Q (154683.290000 sec): 3 clusters
  Score: Raw -615150.963702 + Penalty 2887.903198 = -612263.060505
  nChanged 16
		SP:Iteration 38Q (154683.510000 sec): 3 clusters
  Score: Raw -615156.869233 + Penalty 2887.903198 = -612268.966036
  nChanged 16
		SP:Iteration 39Q (154683.750000 sec): 3 clusters
  Score: Raw -615162.428825 + Penalty 2887.903198 = -612274.525627
  nChanged 10
		SP:Iteration 40F (154683.970000 sec): 3 clusters
  Score: Raw -615164.877173 + Penalty 2887.903198 = -612276.973976
  nChanged 5
		SP:Iteration 41Q (154684.240000 sec): 3 clusters
  Score: Raw -615166.435571 + Penalty 2887.903198 = -612278.532373
  nChanged 9
		SP:Iteration 42Q (154684.470000 sec): 3 clusters
  Score: Raw -615169.318707 + Penalty 2887.903198 = -612281.415509
  nChanged 14
		SP:Iteration 43Q (154684.670000 sec): 3 clusters
  Score: Raw -615174.609529 + Penalty 2887.903198 = -612286.706331
  nChanged 13
		SP:Iteration 44Q (154684.930000 sec): 3 clusters
  Score: Raw -615178.745765 + Penalty 2887.903198 = -612290.842567
  nChanged 14
		SP:Iteration 45Q (154685.140000 sec): 3 clusters
  Score: Raw -615181.955489 + Penalty 2887.903198 = -612294.052291
  nChanged 11
		SP:Iteration 46Q (154685.350000 sec): 3 clusters
  Score: Raw -615185.367159 + Penalty 2887.903198 = -612297.463961
  nChanged 11
		SP:Iteration 47Q (154685.590000 sec): 3 clusters
  Score: Raw -615188.723600 + Penalty 2887.903198 = -612300.820402
  nChanged 7
		SP:Iteration 48Q (154685.810000 sec): 3 clusters
  Score: Raw -615189.784739 + Penalty 2887.903198 = -612301.881541
  nChanged 2
		SP:Iteration 49Q (154686.030000 sec): 3 clusters
  Score: Raw -615190.555931 + Penalty 2887.903198 = -612302.652733
  nChanged 3
		SP:Iteration 50Q (154686.260000 sec): 3 clusters
  Score: Raw -615191.668368 + Penalty 2887.903198 = -612303.765171
  nChanged 3
		SP:Iteration 51Q (154686.500000 sec): 3 clusters
  Score: Raw -615192.253728 + Penalty 2887.903198 = -612304.350530
  nChanged 2
		SP:Iteration 52Q (154686.710000 sec): 3 clusters
  Score: Raw -615192.848552 + Penalty 2887.903198 = -612304.945355
  nChanged 2
		SP:Iteration 53Q (154686.930000 sec): 3 clusters
  Score: Raw -615193.425346 + Penalty 2887.903198 = -612305.522148
  nChanged 0
		SP:Iteration 54F (154687.120000 sec): 3 clusters
  Score: Raw -615193.425346 + Penalty 2887.903198 = -612305.522148
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 58 (160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154687.230000 sec): 2 clusters
  Score: Raw -12893.376187 + Penalty 824.715745 = -12068.660442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154687.420000 sec): 3 clusters
  Score: Raw -13029.359765 + Penalty 1649.431490 = -11379.928275
  nChanged 13
		SP:Iteration 1F (154687.640000 sec): 3 clusters
  Score: Raw -13082.315854 + Penalty 1649.431490 = -11432.884365
  nChanged 5
		SP:Iteration 2Q (154687.830000 sec): 3 clusters
  Score: Raw -13107.277164 + Penalty 1649.431490 = -11457.845674
  nChanged 1
		SP:Iteration 3Q (154688.070000 sec): 3 clusters
  Score: Raw -13110.416751 + Penalty 1649.431490 = -11460.985261
  nChanged 0
		SP:Iteration 4F (154688.240000 sec): 3 clusters
  Score: Raw -13110.416751 + Penalty 1649.431490 = -11460.985261
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 59 (347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154688.340000 sec): 2 clusters
  Score: Raw -27467.975215 + Penalty 950.515277 = -26517.459938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154688.570000 sec): 3 clusters
  Score: Raw -27473.502083 + Penalty 1901.030553 = -25572.471530
  nChanged 59
		SP:Iteration 1F (154688.750000 sec): 3 clusters
  Score: Raw -27622.318187 + Penalty 1901.030553 = -25721.287633
  nChanged 22
		SP:Iteration 2F (154688.980000 sec): 3 clusters
  Score: Raw -27678.209995 + Penalty 1901.030553 = -25777.179442
  nChanged 10
		SP:Iteration 3Q (154689.170000 sec): 3 clusters
  Score: Raw -27709.998226 + Penalty 1901.030553 = -25808.967673
  nChanged 9
		SP:Iteration 4Q (154689.380000 sec): 3 clusters
  Score: Raw -27737.859115 + Penalty 1901.030553 = -25836.828561
  nChanged 6
		SP:Iteration 5Q (154689.590000 sec): 3 clusters
  Score: Raw -27754.340616 + Penalty 1901.030553 = -25853.310062
  nChanged 2
		SP:Iteration 6Q (154689.830000 sec): 3 clusters
  Score: Raw -27761.170972 + Penalty 1901.030553 = -25860.140418
  nChanged 4
		SP:Iteration 7Q (154690.010000 sec): 3 clusters
  Score: Raw -27775.352072 + Penalty 1901.030553 = -25874.321518
  nChanged 0
		SP:Iteration 8F (154690.200000 sec): 3 clusters
  Score: Raw -27775.352072 + Penalty 1901.030553 = -25874.321518
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 60 (24199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154690.450000 sec): 2 clusters
  Score: Raw -1966799.260988 + Penalty 1640.285821 = -1965158.975167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154690.770000 sec): 3 clusters
  Score: Raw -1952108.439668 + Penalty 3280.571641 = -1948827.868027
  nChanged 11034
		SP:Iteration 1F (154691.030000 sec): 3 clusters
  Score: Raw -1958409.590922 + Penalty 3280.571641 = -1955129.019280
  nChanged 1327
		SP:Iteration 2F (154691.310000 sec): 3 clusters
  Score: Raw -1959013.718279 + Penalty 3280.571641 = -1955733.146638
  nChanged 1318
		SP:Iteration 3F (154691.650000 sec): 3 clusters
  Score: Raw -1959708.940808 + Penalty 3280.571641 = -1956428.369167
  nChanged 1411
		SP:Iteration 4F (154691.950000 sec): 3 clusters
  Score: Raw -1960604.761391 + Penalty 3280.571641 = -1957324.189749
  nChanged 1503
		SP:Iteration 5F (154692.290000 sec): 3 clusters
  Score: Raw -1961630.263437 + Penalty 3280.571641 = -1958349.691795
  nChanged 1556
		SP:Iteration 6F (154692.570000 sec): 3 clusters
  Score: Raw -1962749.042672 + Penalty 3280.571641 = -1959468.471031
  nChanged 1428
		SP:Iteration 7F (154692.910000 sec): 3 clusters
  Score: Raw -1963703.805122 + Penalty 3280.571641 = -1960423.233481
  nChanged 1257
		SP:Iteration 8F (154693.260000 sec): 3 clusters
  Score: Raw -1964482.515052 + Penalty 3280.571641 = -1961201.943411
  nChanged 991
		SP:Iteration 9Q (154693.530000 sec): 3 clusters
  Score: Raw -1964943.330570 + Penalty 3280.571641 = -1961662.758929
  nChanged 719
		SP:Iteration 10Q (154693.890000 sec): 3 clusters
  Score: Raw -1965209.828901 + Penalty 3280.571641 = -1961929.257259
  nChanged 522
		SP:Iteration 11Q (154694.190000 sec): 3 clusters
  Score: Raw -1965376.099700 + Penalty 3280.571641 = -1962095.528059
  nChanged 410
		SP:Iteration 12Q (154694.490000 sec): 3 clusters
  Score: Raw -1965488.837656 + Penalty 3280.571641 = -1962208.266015
  nChanged 338
		SP:Iteration 13Q (154694.770000 sec): 3 clusters
  Score: Raw -1965579.468844 + Penalty 3280.571641 = -1962298.897203
  nChanged 290
		SP:Iteration 14Q (154695.050000 sec): 3 clusters
  Score: Raw -1965652.388886 + Penalty 3280.571641 = -1962371.817244
  nChanged 281
		SP:Iteration 15Q (154695.360000 sec): 3 clusters
  Score: Raw -1965733.774012 + Penalty 3280.571641 = -1962453.202371
  nChanged 277
		SP:Iteration 16Q (154695.610000 sec): 3 clusters
  Score: Raw -1965818.436502 + Penalty 3280.571641 = -1962537.864861
  nChanged 300
		SP:Iteration 17Q (154695.870000 sec): 3 clusters
  Score: Raw -1965916.132009 + Penalty 3280.571641 = -1962635.560368
  nChanged 291
		SP:Iteration 18Q (154696.170000 sec): 3 clusters
  Score: Raw -1966015.948397 + Penalty 3280.571641 = -1962735.376756
  nChanged 323
		SP:Iteration 19Q (154696.410000 sec): 3 clusters
  Score: Raw -1966125.827801 + Penalty 3280.571641 = -1962845.256160
  nChanged 311
		SP:Iteration 20F (154696.700000 sec): 3 clusters
  Score: Raw -1966221.325210 + Penalty 3280.571641 = -1962940.753568
  nChanged 282
		SP:Iteration 21Q (154696.970000 sec): 3 clusters
  Score: Raw -1966301.108434 + Penalty 3280.571641 = -1963020.536793
  nChanged 284
		SP:Iteration 22Q (154697.260000 sec): 3 clusters
  Score: Raw -1966389.383531 + Penalty 3280.571641 = -1963108.811889
  nChanged 292
		SP:Iteration 23Q (154697.560000 sec): 3 clusters
  Score: Raw -1966480.379930 + Penalty 3280.571641 = -1963199.808288
  nChanged 296
		SP:Iteration 24Q (154697.830000 sec): 3 clusters
  Score: Raw -1966567.568160 + Penalty 3280.571641 = -1963286.996519
  nChanged 268
		SP:Iteration 25Q (154698.180000 sec): 3 clusters
  Score: Raw -1966645.891451 + Penalty 3280.571641 = -1963365.319809
  nChanged 263
		SP:Iteration 26Q (154698.460000 sec): 3 clusters
  Score: Raw -1966727.107269 + Penalty 3280.571641 = -1963446.535627
  nChanged 274
		SP:Iteration 27Q (154698.770000 sec): 3 clusters
  Score: Raw -1966803.883708 + Penalty 3280.571641 = -1963523.312067
  nChanged 252
		SP:Iteration 28Q (154699.040000 sec): 3 clusters
  Score: Raw -1966870.382745 + Penalty 3280.571641 = -1963589.811104
  nChanged 230
		SP:Iteration 29Q (154699.310000 sec): 3 clusters
  Score: Raw -1966929.629961 + Penalty 3280.571641 = -1963649.058320
  nChanged 204
		SP:Iteration 30Q (154699.600000 sec): 3 clusters
  Score: Raw -1966978.735248 + Penalty 3280.571641 = -1963698.163607
  nChanged 187
		SP:Iteration 31Q (154699.810000 sec): 3 clusters
  Score: Raw -1967022.282617 + Penalty 3280.571641 = -1963741.710976
  nChanged 179
		SP:Iteration 32Q (154700.150000 sec): 3 clusters
  Score: Raw -1967066.113314 + Penalty 3280.571641 = -1963785.541672
  nChanged 177
		SP:Iteration 33Q (154700.410000 sec): 3 clusters
  Score: Raw -1967104.581977 + Penalty 3280.571641 = -1963824.010336
  nChanged 175
		SP:Iteration 34Q (154700.720000 sec): 3 clusters
  Score: Raw -1967142.425711 + Penalty 3280.571641 = -1963861.854069
  nChanged 164
		SP:Iteration 35Q (154700.980000 sec): 3 clusters
  Score: Raw -1967179.684780 + Penalty 3280.571641 = -1963899.113139
  nChanged 163
		SP:Iteration 36Q (154701.260000 sec): 3 clusters
  Score: Raw -1967216.285628 + Penalty 3280.571641 = -1963935.713987
  nChanged 175
		SP:Iteration 37Q (154701.530000 sec): 3 clusters
  Score: Raw -1967261.448308 + Penalty 3280.571641 = -1963980.876667
  nChanged 178
		SP:Iteration 38Q (154701.880000 sec): 3 clusters
  Score: Raw -1967308.749853 + Penalty 3280.571641 = -1964028.178212
  nChanged 173
		SP:Iteration 39Q (154702.170000 sec): 3 clusters
  Score: Raw -1967354.864786 + Penalty 3280.571641 = -1964074.293145
  nChanged 164
		SP:Iteration 40F (154702.430000 sec): 3 clusters
  Score: Raw -1967394.637668 + Penalty 3280.571641 = -1964114.066027
  nChanged 143
		SP:Iteration 41Q (154702.700000 sec): 3 clusters
  Score: Raw -1967426.695612 + Penalty 3280.571641 = -1964146.123970
  nChanged 133
		SP:Iteration 42Q (154703.030000 sec): 3 clusters
  Score: Raw -1967455.626059 + Penalty 3280.571641 = -1964175.054417
  nChanged 128
		SP:Iteration 43Q (154703.290000 sec): 3 clusters
  Score: Raw -1967479.864257 + Penalty 3280.571641 = -1964199.292615
  nChanged 102
		SP:Iteration 44Q (154703.600000 sec): 3 clusters
  Score: Raw -1967498.802754 + Penalty 3280.571641 = -1964218.231113
  nChanged 97
		SP:Iteration 45Q (154703.820000 sec): 3 clusters
  Score: Raw -1967518.446543 + Penalty 3280.571641 = -1964237.874902
  nChanged 103
		SP:Iteration 46Q (154704.110000 sec): 3 clusters
  Score: Raw -1967540.182354 + Penalty 3280.571641 = -1964259.610713
  nChanged 106
		SP:Iteration 47Q (154704.340000 sec): 3 clusters
  Score: Raw -1967561.078847 + Penalty 3280.571641 = -1964280.507205
  nChanged 102
		SP:Iteration 48Q (154704.610000 sec): 3 clusters
  Score: Raw -1967579.382091 + Penalty 3280.571641 = -1964298.810450
  nChanged 83
		SP:Iteration 49Q (154704.940000 sec): 3 clusters
  Score: Raw -1967594.439494 + Penalty 3280.571641 = -1964313.867852
  nChanged 69
		SP:Iteration 50Q (154705.180000 sec): 3 clusters
  Score: Raw -1967605.404990 + Penalty 3280.571641 = -1964324.833349
  nChanged 47
		SP:Iteration 51Q (154705.520000 sec): 3 clusters
  Score: Raw -1967612.641793 + Penalty 3280.571641 = -1964332.070151
  nChanged 46
		SP:Iteration 52Q (154705.810000 sec): 3 clusters
  Score: Raw -1967620.878433 + Penalty 3280.571641 = -1964340.306792
  nChanged 60
		SP:Iteration 53Q (154706.140000 sec): 3 clusters
  Score: Raw -1967634.356537 + Penalty 3280.571641 = -1964353.784896
  nChanged 67
		SP:Iteration 54Q (154706.430000 sec): 3 clusters
  Score: Raw -1967647.539372 + Penalty 3280.571641 = -1964366.967731
  nChanged 68
		SP:Iteration 55Q (154706.730000 sec): 3 clusters
  Score: Raw -1967660.702353 + Penalty 3280.571641 = -1964380.130711
  nChanged 70
		SP:Iteration 56Q (154707.040000 sec): 3 clusters
  Score: Raw -1967673.785244 + Penalty 3280.571641 = -1964393.213603
  nChanged 56
		SP:Iteration 57Q (154707.290000 sec): 3 clusters
  Score: Raw -1967684.002917 + Penalty 3280.571641 = -1964403.431275
  nChanged 58
		SP:Iteration 58Q (154707.620000 sec): 3 clusters
  Score: Raw -1967693.190204 + Penalty 3280.571641 = -1964412.618563
  nChanged 49
		SP:Iteration 59Q (154707.920000 sec): 3 clusters
  Score: Raw -1967701.073568 + Penalty 3280.571641 = -1964420.501926
  nChanged 55
		SP:Iteration 60F (154708.220000 sec): 3 clusters
  Score: Raw -1967709.599189 + Penalty 3280.571641 = -1964429.027547
  nChanged 50
		SP:Iteration 61Q (154708.450000 sec): 3 clusters
  Score: Raw -1967717.959872 + Penalty 3280.571641 = -1964437.388230
  nChanged 51
		SP:Iteration 62Q (154708.740000 sec): 3 clusters
  Score: Raw -1967726.566651 + Penalty 3280.571641 = -1964445.995010
  nChanged 52
		SP:Iteration 63Q (154709.030000 sec): 3 clusters
  Score: Raw -1967735.962853 + Penalty 3280.571641 = -1964455.391212
  nChanged 54
		SP:Iteration 64Q (154709.300000 sec): 3 clusters
  Score: Raw -1967748.515163 + Penalty 3280.571641 = -1964467.943522
  nChanged 61
		SP:Iteration 65Q (154709.570000 sec): 3 clusters
  Score: Raw -1967762.288040 + Penalty 3280.571641 = -1964481.716399
  nChanged 64
		SP:Iteration 66Q (154709.890000 sec): 3 clusters
  Score: Raw -1967775.675800 + Penalty 3280.571641 = -1964495.104158
  nChanged 65
		SP:Iteration 67Q (154710.230000 sec): 3 clusters
  Score: Raw -1967789.543485 + Penalty 3280.571641 = -1964508.971844
  nChanged 49
		SP:Iteration 68Q (154710.520000 sec): 3 clusters
  Score: Raw -1967800.002024 + Penalty 3280.571641 = -1964519.430382
  nChanged 48
		SP:Iteration 69Q (154710.800000 sec): 3 clusters
  Score: Raw -1967808.005812 + Penalty 3280.571641 = -1964527.434171
  nChanged 30
		SP:Iteration 70Q (154711.050000 sec): 3 clusters
  Score: Raw -1967811.824831 + Penalty 3280.571641 = -1964531.253190
  nChanged 24
		SP:Iteration 71Q (154711.270000 sec): 3 clusters
  Score: Raw -1967814.395936 + Penalty 3280.571641 = -1964533.824295
  nChanged 15
		SP:Iteration 72Q (154711.530000 sec): 3 clusters
  Score: Raw -1967816.439020 + Penalty 3280.571641 = -1964535.867379
  nChanged 13
		SP:Iteration 73Q (154711.760000 sec): 3 clusters
  Score: Raw -1967817.932413 + Penalty 3280.571641 = -1964537.360772
  nChanged 9
		SP:Iteration 74Q (154712.060000 sec): 3 clusters
  Score: Raw -1967819.049770 + Penalty 3280.571641 = -1964538.478128
  nChanged 11
		SP:Iteration 75Q (154712.310000 sec): 3 clusters
  Score: Raw -1967820.526222 + Penalty 3280.571641 = -1964539.954580
  nChanged 17
		SP:Iteration 76Q (154712.570000 sec): 3 clusters
  Score: Raw -1967822.197054 + Penalty 3280.571641 = -1964541.625413
  nChanged 8
		SP:Iteration 77Q (154712.830000 sec): 3 clusters
  Score: Raw -1967823.104343 + Penalty 3280.571641 = -1964542.532702
  nChanged 12
		SP:Iteration 78Q (154713.100000 sec): 3 clusters
  Score: Raw -1967824.332886 + Penalty 3280.571641 = -1964543.761244
  nChanged 14
		SP:Iteration 79Q (154713.310000 sec): 3 clusters
  Score: Raw -1967826.070079 + Penalty 3280.571641 = -1964545.498437
  nChanged 10
		SP:Iteration 80F (154713.570000 sec): 3 clusters
  Score: Raw -1967827.372202 + Penalty 3280.571641 = -1964546.800560
  nChanged 9
		SP:Iteration 81Q (154713.830000 sec): 3 clusters
  Score: Raw -1967828.772327 + Penalty 3280.571641 = -1964548.200685
  nChanged 9
		SP:Iteration 82Q (154714.110000 sec): 3 clusters
  Score: Raw -1967830.338132 + Penalty 3280.571641 = -1964549.766491
  nChanged 8
		SP:Iteration 83Q (154714.340000 sec): 3 clusters
  Score: Raw -1967831.139936 + Penalty 3280.571641 = -1964550.568295
  nChanged 7
		SP:Iteration 84Q (154714.590000 sec): 3 clusters
  Score: Raw -1967831.843957 + Penalty 3280.571641 = -1964551.272315
  nChanged 8
		SP:Iteration 85Q (154714.900000 sec): 3 clusters
  Score: Raw -1967832.571639 + Penalty 3280.571641 = -1964551.999997
  nChanged 4
		SP:Iteration 86Q (154715.180000 sec): 3 clusters
  Score: Raw -1967832.948424 + Penalty 3280.571641 = -1964552.376783
  nChanged 1
		SP:Iteration 87Q (154715.480000 sec): 3 clusters
  Score: Raw -1967833.041406 + Penalty 3280.571641 = -1964552.469765
  nChanged 2
		SP:Iteration 88Q (154715.790000 sec): 3 clusters
  Score: Raw -1967833.212582 + Penalty 3280.571641 = -1964552.640940
  nChanged 2
		SP:Iteration 89Q (154716.090000 sec): 3 clusters
  Score: Raw -1967833.335721 + Penalty 3280.571641 = -1964552.764079
  nChanged 1
		SP:Iteration 90Q (154716.360000 sec): 3 clusters
  Score: Raw -1967833.391049 + Penalty 3280.571641 = -1964552.819408
  nChanged 1
		SP:Iteration 91Q (154716.660000 sec): 3 clusters
  Score: Raw -1967833.440669 + Penalty 3280.571641 = -1964552.869028
  nChanged 0
		SP:Iteration 92F (154716.930000 sec): 3 clusters
  Score: Raw -1967833.440669 + Penalty 3280.571641 = -1964552.869028
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 61 (15484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154717.050000 sec): 2 clusters
  Score: Raw -1330258.104696 + Penalty 1567.728908 = -1328690.375788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154717.310000 sec): 3 clusters
  Score: Raw -1321136.590438 + Penalty 3135.457816 = -1318001.132622
  nChanged 6865
		SP:Iteration 1F (154717.600000 sec): 3 clusters
  Score: Raw -1325036.893490 + Penalty 3135.457816 = -1321901.435673
  nChanged 932
		SP:Iteration 2F (154717.800000 sec): 3 clusters
  Score: Raw -1325527.622908 + Penalty 3135.457816 = -1322392.165091
  nChanged 1028
		SP:Iteration 3F (154718.060000 sec): 3 clusters
  Score: Raw -1326155.267810 + Penalty 3135.457816 = -1323019.809994
  nChanged 1092
		SP:Iteration 4F (154718.310000 sec): 3 clusters
  Score: Raw -1326911.376595 + Penalty 3135.457816 = -1323775.918779
  nChanged 1110
		SP:Iteration 5F (154718.550000 sec): 3 clusters
  Score: Raw -1327751.030209 + Penalty 3135.457816 = -1324615.572393
  nChanged 985
		SP:Iteration 6F (154718.790000 sec): 3 clusters
  Score: Raw -1328476.747326 + Penalty 3135.457816 = -1325341.289509
  nChanged 719
		SP:Iteration 7Q (154719.040000 sec): 3 clusters
  Score: Raw -1328980.849821 + Penalty 3135.457816 = -1325845.392005
  nChanged 540
		SP:Iteration 8Q (154719.270000 sec): 3 clusters
  Score: Raw -1329330.494942 + Penalty 3135.457816 = -1326195.037125
  nChanged 406
		SP:Iteration 9Q (154719.540000 sec): 3 clusters
  Score: Raw -1329583.649581 + Penalty 3135.457816 = -1326448.191765
  nChanged 326
		SP:Iteration 10Q (154719.820000 sec): 3 clusters
  Score: Raw -1329803.175851 + Penalty 3135.457816 = -1326667.718035
  nChanged 258
		SP:Iteration 11Q (154720.060000 sec): 3 clusters
  Score: Raw -1329973.651334 + Penalty 3135.457816 = -1326838.193517
  nChanged 206
		SP:Iteration 12Q (154720.330000 sec): 3 clusters
  Score: Raw -1330108.512415 + Penalty 3135.457816 = -1326973.054599
  nChanged 144
		SP:Iteration 13Q (154720.540000 sec): 3 clusters
  Score: Raw -1330209.874395 + Penalty 3135.457816 = -1327074.416579
  nChanged 111
		SP:Iteration 14Q (154720.880000 sec): 3 clusters
  Score: Raw -1330293.421389 + Penalty 3135.457816 = -1327157.963573
  nChanged 79
		SP:Iteration 15Q (154721.110000 sec): 3 clusters
  Score: Raw -1330351.721737 + Penalty 3135.457816 = -1327216.263921
  nChanged 68
		SP:Iteration 16Q (154721.370000 sec): 3 clusters
  Score: Raw -1330404.426187 + Penalty 3135.457816 = -1327268.968370
  nChanged 43
		SP:Iteration 17Q (154721.700000 sec): 3 clusters
  Score: Raw -1330437.016625 + Penalty 3135.457816 = -1327301.558809
  nChanged 30
		SP:Iteration 18Q (154721.940000 sec): 3 clusters
  Score: Raw -1330453.289481 + Penalty 3135.457816 = -1327317.831664
  nChanged 18
		SP:Iteration 19Q (154722.240000 sec): 3 clusters
  Score: Raw -1330462.099768 + Penalty 3135.457816 = -1327326.641952
  nChanged 5
		SP:Iteration 20F (154722.460000 sec): 3 clusters
  Score: Raw -1330467.265598 + Penalty 3135.457816 = -1327331.807781
  nChanged 12
		SP:Iteration 21Q (154722.720000 sec): 3 clusters
  Score: Raw -1330478.977778 + Penalty 3135.457816 = -1327343.519962
  nChanged 11
		SP:Iteration 22Q (154723.020000 sec): 3 clusters
  Score: Raw -1330486.384711 + Penalty 3135.457816 = -1327350.926895
  nChanged 7
		SP:Iteration 23Q (154723.310000 sec): 3 clusters
  Score: Raw -1330489.860928 + Penalty 3135.457816 = -1327354.403111
  nChanged 4
		SP:Iteration 24Q (154723.520000 sec): 3 clusters
  Score: Raw -1330492.543644 + Penalty 3135.457816 = -1327357.085827
  nChanged 6
		SP:Iteration 25Q (154723.820000 sec): 3 clusters
  Score: Raw -1330496.736590 + Penalty 3135.457816 = -1327361.278774
  nChanged 8
		SP:Iteration 26Q (154724.080000 sec): 3 clusters
  Score: Raw -1330500.945740 + Penalty 3135.457816 = -1327365.487924
  nChanged 6
		SP:Iteration 27Q (154724.340000 sec): 3 clusters
  Score: Raw -1330504.488351 + Penalty 3135.457816 = -1327369.030535
  nChanged 2
		SP:Iteration 28Q (154724.570000 sec): 3 clusters
  Score: Raw -1330505.199315 + Penalty 3135.457816 = -1327369.741499
  nChanged 1
		SP:Iteration 29Q (154724.840000 sec): 3 clusters
  Score: Raw -1330505.753478 + Penalty 3135.457816 = -1327370.295662
  nChanged 0
		SP:Iteration 30F (154725.140000 sec): 3 clusters
  Score: Raw -1330505.753478 + Penalty 3135.457816 = -1327370.295662
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 62 (5398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154725.230000 sec): 2 clusters
  Score: Raw -452135.427884 + Penalty 1396.489866 = -450738.938017
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154725.460000 sec): 3 clusters
  Score: Raw -449327.957461 + Penalty 2792.979733 = -446534.977728
  nChanged 2236
		SP:Iteration 1F (154725.710000 sec): 3 clusters
  Score: Raw -450587.766122 + Penalty 2792.979733 = -447794.786389
  nChanged 397
		SP:Iteration 2F (154725.920000 sec): 3 clusters
  Score: Raw -450812.002065 + Penalty 2792.979733 = -448019.022333
  nChanged 290
		SP:Iteration 3F (154726.060000 sec): 3 clusters
  Score: Raw -450951.836687 + Penalty 2792.979733 = -448158.856954
  nChanged 214
		SP:Iteration 4Q (154726.240000 sec): 3 clusters
  Score: Raw -451043.966839 + Penalty 2792.979733 = -448250.987106
  nChanged 166
		SP:Iteration 5Q (154726.470000 sec): 3 clusters
  Score: Raw -451113.486937 + Penalty 2792.979733 = -448320.507204
  nChanged 138
		SP:Iteration 6Q (154726.680000 sec): 3 clusters
  Score: Raw -451164.555404 + Penalty 2792.979733 = -448371.575671
  nChanged 127
		SP:Iteration 7Q (154726.860000 sec): 3 clusters
  Score: Raw -451214.628509 + Penalty 2792.979733 = -448421.648776
  nChanged 120
		SP:Iteration 8Q (154727.080000 sec): 3 clusters
  Score: Raw -451251.523025 + Penalty 2792.979733 = -448458.543292
  nChanged 101
		SP:Iteration 9Q (154727.260000 sec): 3 clusters
  Score: Raw -451282.030144 + Penalty 2792.979733 = -448489.050411
  nChanged 87
		SP:Iteration 10Q (154727.440000 sec): 3 clusters
  Score: Raw -451311.929271 + Penalty 2792.979733 = -448518.949538
  nChanged 71
		SP:Iteration 11Q (154727.660000 sec): 3 clusters
  Score: Raw -451336.723619 + Penalty 2792.979733 = -448543.743886
  nChanged 74
		SP:Iteration 12Q (154727.860000 sec): 3 clusters
  Score: Raw -451359.149380 + Penalty 2792.979733 = -448566.169647
  nChanged 64
		SP:Iteration 13Q (154728.060000 sec): 3 clusters
  Score: Raw -451381.310267 + Penalty 2792.979733 = -448588.330534
  nChanged 69
		SP:Iteration 14Q (154728.310000 sec): 3 clusters
  Score: Raw -451406.690517 + Penalty 2792.979733 = -448613.710784
  nChanged 77
		SP:Iteration 15Q (154728.490000 sec): 3 clusters
  Score: Raw -451436.178940 + Penalty 2792.979733 = -448643.199207
  nChanged 75
		SP:Iteration 16Q (154728.640000 sec): 3 clusters
  Score: Raw -451462.886114 + Penalty 2792.979733 = -448669.906381
  nChanged 71
		SP:Iteration 17Q (154728.840000 sec): 3 clusters
  Score: Raw -451486.943143 + Penalty 2792.979733 = -448693.963410
  nChanged 80
		SP:Iteration 18Q (154729.020000 sec): 3 clusters
  Score: Raw -451517.208605 + Penalty 2792.979733 = -448724.228872
  nChanged 79
		SP:Iteration 19Q (154729.200000 sec): 3 clusters
  Score: Raw -451547.857087 + Penalty 2792.979733 = -448754.877354
  nChanged 85
		SP:Iteration 20F (154729.420000 sec): 3 clusters
  Score: Raw -451581.957844 + Penalty 2792.979733 = -448788.978111
  nChanged 67
		SP:Iteration 21Q (154729.640000 sec): 3 clusters
  Score: Raw -451614.802196 + Penalty 2792.979733 = -448821.822463
  nChanged 88
		SP:Iteration 22Q (154729.800000 sec): 3 clusters
  Score: Raw -451655.825111 + Penalty 2792.979733 = -448862.845378
  nChanged 83
		SP:Iteration 23Q (154729.990000 sec): 3 clusters
  Score: Raw -451694.259474 + Penalty 2792.979733 = -448901.279741
  nChanged 77
		SP:Iteration 24Q (154730.190000 sec): 3 clusters
  Score: Raw -451728.839839 + Penalty 2792.979733 = -448935.860106
  nChanged 79
		SP:Iteration 25Q (154730.400000 sec): 3 clusters
  Score: Raw -451765.730395 + Penalty 2792.979733 = -448972.750662
  nChanged 77
		SP:Iteration 26Q (154730.580000 sec): 3 clusters
  Score: Raw -451803.026608 + Penalty 2792.979733 = -449010.046875
  nChanged 79
		SP:Iteration 27Q (154730.780000 sec): 3 clusters
  Score: Raw -451836.878133 + Penalty 2792.979733 = -449043.898400
  nChanged 77
		SP:Iteration 28Q (154730.940000 sec): 3 clusters
  Score: Raw -451867.160828 + Penalty 2792.979733 = -449074.181095
  nChanged 57
		SP:Iteration 29Q (154731.120000 sec): 3 clusters
  Score: Raw -451888.651206 + Penalty 2792.979733 = -449095.671473
  nChanged 62
		SP:Iteration 30Q (154731.330000 sec): 3 clusters
  Score: Raw -451914.826676 + Penalty 2792.979733 = -449121.846943
  nChanged 55
		SP:Iteration 31Q (154731.490000 sec): 3 clusters
  Score: Raw -451936.128019 + Penalty 2792.979733 = -449143.148286
  nChanged 48
		SP:Iteration 32Q (154731.680000 sec): 3 clusters
  Score: Raw -451952.567360 + Penalty 2792.979733 = -449159.587628
  nChanged 37
		SP:Iteration 33Q (154731.870000 sec): 3 clusters
  Score: Raw -451964.098980 + Penalty 2792.979733 = -449171.119247
  nChanged 32
		SP:Iteration 34Q (154732.080000 sec): 3 clusters
  Score: Raw -451976.188553 + Penalty 2792.979733 = -449183.208820
  nChanged 38
		SP:Iteration 35Q (154732.300000 sec): 3 clusters
  Score: Raw -451992.294353 + Penalty 2792.979733 = -449199.314620
  nChanged 37
		SP:Iteration 36Q (154732.530000 sec): 3 clusters
  Score: Raw -452006.336330 + Penalty 2792.979733 = -449213.356597
  nChanged 37
		SP:Iteration 37Q (154732.730000 sec): 3 clusters
  Score: Raw -452021.620698 + Penalty 2792.979733 = -449228.640966
  nChanged 42
		SP:Iteration 38Q (154732.910000 sec): 3 clusters
  Score: Raw -452037.991554 + Penalty 2792.979733 = -449245.011821
  nChanged 39
		SP:Iteration 39Q (154733.150000 sec): 3 clusters
  Score: Raw -452050.723062 + Penalty 2792.979733 = -449257.743329
  nChanged 29
		SP:Iteration 40F (154733.340000 sec): 3 clusters
  Score: Raw -452058.772517 + Penalty 2792.979733 = -449265.792784
  nChanged 21
		SP:Iteration 41Q (154733.560000 sec): 3 clusters
  Score: Raw -452065.623162 + Penalty 2792.979733 = -449272.643429
  nChanged 19
		SP:Iteration 42Q (154733.800000 sec): 3 clusters
  Score: Raw -452070.289292 + Penalty 2792.979733 = -449277.309560
  nChanged 12
		SP:Iteration 43Q (154733.920000 sec): 3 clusters
  Score: Raw -452073.827184 + Penalty 2792.979733 = -449280.847451
  nChanged 19
		SP:Iteration 44Q (154734.180000 sec): 3 clusters
  Score: Raw -452078.835016 + Penalty 2792.979733 = -449285.855283
  nChanged 17
		SP:Iteration 45Q (154734.420000 sec): 3 clusters
  Score: Raw -452085.174317 + Penalty 2792.979733 = -449292.194584
  nChanged 24
		SP:Iteration 46Q (154734.640000 sec): 3 clusters
  Score: Raw -452094.294328 + Penalty 2792.979733 = -449301.314595
  nChanged 31
		SP:Iteration 47Q (154734.850000 sec): 3 clusters
  Score: Raw -452105.334553 + Penalty 2792.979733 = -449312.354821
  nChanged 31
		SP:Iteration 48Q (154735.070000 sec): 3 clusters
  Score: Raw -452115.748514 + Penalty 2792.979733 = -449322.768781
  nChanged 37
		SP:Iteration 49Q (154735.250000 sec): 3 clusters
  Score: Raw -452132.898024 + Penalty 2792.979733 = -449339.918291
  nChanged 32
		SP:Iteration 50Q (154735.430000 sec): 3 clusters
  Score: Raw -452145.749127 + Penalty 2792.979733 = -449352.769394
  nChanged 32
		SP:Iteration 51Q (154735.620000 sec): 3 clusters
  Score: Raw -452159.806529 + Penalty 2792.979733 = -449366.826796
  nChanged 29
		SP:Iteration 52Q (154735.840000 sec): 3 clusters
  Score: Raw -452175.772250 + Penalty 2792.979733 = -449382.792517
  nChanged 35
		SP:Iteration 53Q (154736.070000 sec): 3 clusters
  Score: Raw -452193.228875 + Penalty 2792.979733 = -449400.249142
  nChanged 27
		SP:Iteration 54Q (154736.300000 sec): 3 clusters
  Score: Raw -452204.341787 + Penalty 2792.979733 = -449411.362054
  nChanged 21
		SP:Iteration 55Q (154736.480000 sec): 3 clusters
  Score: Raw -452213.556829 + Penalty 2792.979733 = -449420.577096
  nChanged 20
		SP:Iteration 56Q (154736.680000 sec): 3 clusters
  Score: Raw -452220.382709 + Penalty 2792.979733 = -449427.402976
  nChanged 22
		SP:Iteration 57Q (154736.870000 sec): 3 clusters
  Score: Raw -452226.614075 + Penalty 2792.979733 = -449433.634343
  nChanged 21
		SP:Iteration 58Q (154737.100000 sec): 3 clusters
  Score: Raw -452233.181286 + Penalty 2792.979733 = -449440.201553
  nChanged 11
		SP:Iteration 59Q (154737.310000 sec): 3 clusters
  Score: Raw -452237.073222 + Penalty 2792.979733 = -449444.093489
  nChanged 14
		SP:Iteration 60F (154737.500000 sec): 3 clusters
  Score: Raw -452241.223984 + Penalty 2792.979733 = -449448.244251
  nChanged 16
		SP:Iteration 61Q (154737.690000 sec): 3 clusters
  Score: Raw -452247.048005 + Penalty 2792.979733 = -449454.068272
  nChanged 18
		SP:Iteration 62Q (154737.840000 sec): 3 clusters
  Score: Raw -452251.840483 + Penalty 2792.979733 = -449458.860750
  nChanged 16
		SP:Iteration 63Q (154738.030000 sec): 3 clusters
  Score: Raw -452256.363944 + Penalty 2792.979733 = -449463.384211
  nChanged 8
		SP:Iteration 64Q (154738.250000 sec): 3 clusters
  Score: Raw -452258.189022 + Penalty 2792.979733 = -449465.209289
  nChanged 6
		SP:Iteration 65Q (154738.450000 sec): 3 clusters
  Score: Raw -452260.243323 + Penalty 2792.979733 = -449467.263590
  nChanged 9
		SP:Iteration 66Q (154738.650000 sec): 3 clusters
  Score: Raw -452263.178721 + Penalty 2792.979733 = -449470.198988
  nChanged 10
		SP:Iteration 67Q (154738.810000 sec): 3 clusters
  Score: Raw -452265.625622 + Penalty 2792.979733 = -449472.645889
  nChanged 8
		SP:Iteration 68Q (154739.020000 sec): 3 clusters
  Score: Raw -452267.115070 + Penalty 2792.979733 = -449474.135338
  nChanged 6
		SP:Iteration 69Q (154739.210000 sec): 3 clusters
  Score: Raw -452268.380639 + Penalty 2792.979733 = -449475.400906
  nChanged 4
		SP:Iteration 70Q (154739.400000 sec): 3 clusters
  Score: Raw -452269.477861 + Penalty 2792.979733 = -449476.498128
  nChanged 6
		SP:Iteration 71Q (154739.550000 sec): 3 clusters
  Score: Raw -452271.406853 + Penalty 2792.979733 = -449478.427120
  nChanged 4
		SP:Iteration 72Q (154739.720000 sec): 3 clusters
  Score: Raw -452272.360122 + Penalty 2792.979733 = -449479.380389
  nChanged 1
		SP:Iteration 73Q (154739.910000 sec): 3 clusters
  Score: Raw -452272.689909 + Penalty 2792.979733 = -449479.710176
  nChanged 2
		SP:Iteration 74Q (154740.110000 sec): 3 clusters
  Score: Raw -452273.377696 + Penalty 2792.979733 = -449480.397963
  nChanged 6
		SP:Iteration 75Q (154740.270000 sec): 3 clusters
  Score: Raw -452275.295483 + Penalty 2792.979733 = -449482.315750
  nChanged 3
		SP:Iteration 76Q (154740.470000 sec): 3 clusters
  Score: Raw -452276.226483 + Penalty 2792.979733 = -449483.246751
  nChanged 3
		SP:Iteration 77Q (154740.660000 sec): 3 clusters
  Score: Raw -452277.180055 + Penalty 2792.979733 = -449484.200322
  nChanged 2
		SP:Iteration 78Q (154740.910000 sec): 3 clusters
  Score: Raw -452277.613198 + Penalty 2792.979733 = -449484.633465
  nChanged 4
		SP:Iteration 79Q (154741.090000 sec): 3 clusters
  Score: Raw -452279.301576 + Penalty 2792.979733 = -449486.321843
  nChanged 4
		SP:Iteration 80F (154741.320000 sec): 3 clusters
  Score: Raw -452281.196615 + Penalty 2792.979733 = -449488.216882
  nChanged 5
		SP:Iteration 81Q (154741.490000 sec): 3 clusters
  Score: Raw -452283.113865 + Penalty 2792.979733 = -449490.134132
  nChanged 7
		SP:Iteration 82Q (154741.690000 sec): 3 clusters
  Score: Raw -452285.373950 + Penalty 2792.979733 = -449492.394217
  nChanged 9
		SP:Iteration 83Q (154741.860000 sec): 3 clusters
  Score: Raw -452288.607215 + Penalty 2792.979733 = -449495.627482
  nChanged 8
		SP:Iteration 84Q (154742.020000 sec): 3 clusters
  Score: Raw -452290.714527 + Penalty 2792.979733 = -449497.734794
  nChanged 4
		SP:Iteration 85Q (154742.230000 sec): 3 clusters
  Score: Raw -452292.387460 + Penalty 2792.979733 = -449499.407727
  nChanged 8
		SP:Iteration 86Q (154742.400000 sec): 3 clusters
  Score: Raw -452294.263833 + Penalty 2792.979733 = -449501.284101
  nChanged 7
		SP:Iteration 87Q (154742.600000 sec): 3 clusters
  Score: Raw -452295.996474 + Penalty 2792.979733 = -449503.016741
  nChanged 6
		SP:Iteration 88Q (154742.840000 sec): 3 clusters
  Score: Raw -452297.979495 + Penalty 2792.979733 = -449504.999762
  nChanged 8
		SP:Iteration 89Q (154743.070000 sec): 3 clusters
  Score: Raw -452300.173915 + Penalty 2792.979733 = -449507.194182
  nChanged 6
		SP:Iteration 90Q (154743.250000 sec): 3 clusters
  Score: Raw -452302.935408 + Penalty 2792.979733 = -449509.955675
  nChanged 4
		SP:Iteration 91Q (154743.470000 sec): 3 clusters
  Score: Raw -452304.495079 + Penalty 2792.979733 = -449511.515346
  nChanged 5
		SP:Iteration 92Q (154743.690000 sec): 3 clusters
  Score: Raw -452305.540705 + Penalty 2792.979733 = -449512.560972
  nChanged 0
		SP:Iteration 93F (154743.890000 sec): 3 clusters
  Score: Raw -452305.540705 + Penalty 2792.979733 = -449512.560972
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 64 (3437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154744.030000 sec): 2 clusters
  Score: Raw -246882.358581 + Penalty 1323.132570 = -245559.226011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154744.210000 sec): 3 clusters
  Score: Raw -245199.430373 + Penalty 2646.265140 = -242553.165233
  nChanged 1370
		SP:Iteration 1F (154744.450000 sec): 3 clusters
  Score: Raw -246227.568814 + Penalty 2646.265140 = -243581.303674
  nChanged 370
		SP:Iteration 2F (154744.590000 sec): 3 clusters
  Score: Raw -246667.070463 + Penalty 2646.265140 = -244020.805323
  nChanged 278
		SP:Iteration 3F (154744.810000 sec): 3 clusters
  Score: Raw -246976.183815 + Penalty 2646.265140 = -244329.918675
  nChanged 211
		SP:Iteration 4F (154744.980000 sec): 3 clusters
  Score: Raw -247228.799669 + Penalty 2646.265140 = -244582.534529
  nChanged 181
		SP:Iteration 5F (154745.180000 sec): 3 clusters
  Score: Raw -247379.366665 + Penalty 2646.265140 = -244733.101525
  nChanged 118
		SP:Iteration 6Q (154745.370000 sec): 3 clusters
  Score: Raw -247473.163542 + Penalty 2646.265140 = -244826.898402
  nChanged 98
		SP:Iteration 7Q (154745.550000 sec): 3 clusters
  Score: Raw -247550.925664 + Penalty 2646.265140 = -244904.660524
  nChanged 79
		SP:Iteration 8Q (154745.720000 sec): 3 clusters
  Score: Raw -247637.331445 + Penalty 2646.265140 = -244991.066305
  nChanged 82
		SP:Iteration 9Q (154745.960000 sec): 3 clusters
  Score: Raw -247709.724098 + Penalty 2646.265140 = -245063.458958
  nChanged 69
		SP:Iteration 10Q (154746.210000 sec): 3 clusters
  Score: Raw -247772.882965 + Penalty 2646.265140 = -245126.617825
  nChanged 61
		SP:Iteration 11Q (154746.420000 sec): 3 clusters
  Score: Raw -247808.104326 + Penalty 2646.265140 = -245161.839186
  nChanged 43
		SP:Iteration 12Q (154746.630000 sec): 3 clusters
  Score: Raw -247829.509411 + Penalty 2646.265140 = -245183.244271
  nChanged 31
		SP:Iteration 13Q (154746.810000 sec): 3 clusters
  Score: Raw -247845.724814 + Penalty 2646.265140 = -245199.459674
  nChanged 29
		SP:Iteration 14Q (154747.000000 sec): 3 clusters
  Score: Raw -247859.241725 + Penalty 2646.265140 = -245212.976585
  nChanged 28
		SP:Iteration 15Q (154747.180000 sec): 3 clusters
  Score: Raw -247869.496183 + Penalty 2646.265140 = -245223.231043
  nChanged 19
		SP:Iteration 16Q (154747.330000 sec): 3 clusters
  Score: Raw -247879.730355 + Penalty 2646.265140 = -245233.465215
  nChanged 15
		SP:Iteration 17Q (154747.530000 sec): 3 clusters
  Score: Raw -247885.202335 + Penalty 2646.265140 = -245238.937195
  nChanged 15
		SP:Iteration 18Q (154747.680000 sec): 3 clusters
  Score: Raw -247889.883785 + Penalty 2646.265140 = -245243.618645
  nChanged 14
		SP:Iteration 19Q (154747.850000 sec): 3 clusters
  Score: Raw -247895.939531 + Penalty 2646.265140 = -245249.674391
  nChanged 17
		SP:Iteration 20F (154748.000000 sec): 3 clusters
  Score: Raw -247903.501051 + Penalty 2646.265140 = -245257.235911
  nChanged 13
		SP:Iteration 21Q (154748.190000 sec): 3 clusters
  Score: Raw -247906.536465 + Penalty 2646.265140 = -245260.271325
  nChanged 9
		SP:Iteration 22Q (154748.340000 sec): 3 clusters
  Score: Raw -247910.701282 + Penalty 2646.265140 = -245264.436142
  nChanged 13
		SP:Iteration 23Q (154748.520000 sec): 3 clusters
  Score: Raw -247916.256171 + Penalty 2646.265140 = -245269.991031
  nChanged 16
		SP:Iteration 24Q (154748.740000 sec): 3 clusters
  Score: Raw -247926.133943 + Penalty 2646.265140 = -245279.868803
  nChanged 19
		SP:Iteration 25Q (154748.930000 sec): 3 clusters
  Score: Raw -247940.092785 + Penalty 2646.265140 = -245293.827645
  nChanged 20
		SP:Iteration 26Q (154749.120000 sec): 3 clusters
  Score: Raw -247957.469691 + Penalty 2646.265140 = -245311.204551
  nChanged 23
		SP:Iteration 27Q (154749.280000 sec): 3 clusters
  Score: Raw -247989.879559 + Penalty 2646.265140 = -245343.614419
  nChanged 41
		SP:Iteration 28Q (154749.500000 sec): 3 clusters
  Score: Raw -248035.228755 + Penalty 2646.265140 = -245388.963616
  nChanged 46
		SP:Iteration 29Q (154749.690000 sec): 3 clusters
  Score: Raw -248077.030393 + Penalty 2646.265140 = -245430.765253
  nChanged 36
		SP:Iteration 30Q (154749.890000 sec): 3 clusters
  Score: Raw -248098.414301 + Penalty 2646.265140 = -245452.149161
  nChanged 24
		SP:Iteration 31Q (154750.060000 sec): 3 clusters
  Score: Raw -248108.750308 + Penalty 2646.265140 = -245462.485168
  nChanged 14
		SP:Iteration 32Q (154750.260000 sec): 3 clusters
  Score: Raw -248115.626175 + Penalty 2646.265140 = -245469.361035
  nChanged 7
		SP:Iteration 33Q (154750.460000 sec): 3 clusters
  Score: Raw -248118.837685 + Penalty 2646.265140 = -245472.572545
  nChanged 5
		SP:Iteration 34Q (154750.670000 sec): 3 clusters
  Score: Raw -248121.831020 + Penalty 2646.265140 = -245475.565880
  nChanged 5
		SP:Iteration 35Q (154750.890000 sec): 3 clusters
  Score: Raw -248124.276380 + Penalty 2646.265140 = -245478.011240
  nChanged 7
		SP:Iteration 36Q (154751.070000 sec): 3 clusters
  Score: Raw -248126.231780 + Penalty 2646.265140 = -245479.966640
  nChanged 4
		SP:Iteration 37Q (154751.280000 sec): 3 clusters
  Score: Raw -248128.437500 + Penalty 2646.265140 = -245482.172360
  nChanged 2
		SP:Iteration 38Q (154751.460000 sec): 3 clusters
  Score: Raw -248129.157825 + Penalty 2646.265140 = -245482.892685
  nChanged 2
		SP:Iteration 39Q (154751.710000 sec): 3 clusters
  Score: Raw -248130.100519 + Penalty 2646.265140 = -245483.835379
  nChanged 2
		SP:Iteration 40F (154751.930000 sec): 3 clusters
  Score: Raw -248130.854356 + Penalty 2646.265140 = -245484.589216
  nChanged 1
		SP:Iteration 41Q (154752.120000 sec): 3 clusters
  Score: Raw -248130.975764 + Penalty 2646.265140 = -245484.710624
  nChanged 0
		SP:Iteration 42F (154752.330000 sec): 3 clusters
  Score: Raw -248130.975764 + Penalty 2646.265140 = -245484.710624
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 65 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154752.410000 sec): 2 clusters
  Score: Raw -41304.167103 + Penalty 1018.420089 = -40285.747014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154752.640000 sec): 3 clusters
  Score: Raw -41236.771936 + Penalty 2036.840178 = -39199.931758
  nChanged 144
		SP:Iteration 1F (154752.840000 sec): 3 clusters
  Score: Raw -41481.369320 + Penalty 2036.840178 = -39444.529142
  nChanged 48
		SP:Iteration 2F (154753.020000 sec): 3 clusters
  Score: Raw -41644.241147 + Penalty 2036.840178 = -39607.400969
  nChanged 41
		SP:Iteration 3F (154753.250000 sec): 3 clusters
  Score: Raw -41762.265353 + Penalty 2036.840178 = -39725.425175
  nChanged 39
		SP:Iteration 4F (154753.440000 sec): 3 clusters
  Score: Raw -41851.020163 + Penalty 2036.840178 = -39814.179984
  nChanged 24
		SP:Iteration 5Q (154753.660000 sec): 3 clusters
  Score: Raw -41913.122260 + Penalty 2036.840178 = -39876.282082
  nChanged 15
		SP:Iteration 6Q (154753.840000 sec): 3 clusters
  Score: Raw -41958.638362 + Penalty 2036.840178 = -39921.798183
  nChanged 7
		SP:Iteration 7Q (154754.030000 sec): 3 clusters
  Score: Raw -41969.632592 + Penalty 2036.840178 = -39932.792414
  nChanged 3
		SP:Iteration 8Q (154754.240000 sec): 3 clusters
  Score: Raw -41972.692551 + Penalty 2036.840178 = -39935.852372
  nChanged 1
		SP:Iteration 9Q (154754.410000 sec): 3 clusters
  Score: Raw -41975.094716 + Penalty 2036.840178 = -39938.254537
  nChanged 4
		SP:Iteration 10Q (154754.610000 sec): 3 clusters
  Score: Raw -41980.220773 + Penalty 2036.840178 = -39943.380595
  nChanged 0
		SP:Iteration 11F (154754.800000 sec): 3 clusters
  Score: Raw -41980.220773 + Penalty 2036.840178 = -39943.380595
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 66 (7056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154754.890000 sec): 2 clusters
  Score: Raw -595957.589000 + Penalty 1440.015460 = -594517.573540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154755.100000 sec): 3 clusters
  Score: Raw -592133.528765 + Penalty 2880.030919 = -589253.497846
  nChanged 2936
		SP:Iteration 1F (154755.310000 sec): 3 clusters
  Score: Raw -593785.108016 + Penalty 2880.030919 = -590905.077096
  nChanged 526
		SP:Iteration 2F (154755.570000 sec): 3 clusters
  Score: Raw -594098.524175 + Penalty 2880.030919 = -591218.493256
  nChanged 434
		SP:Iteration 3F (154755.800000 sec): 3 clusters
  Score: Raw -594408.207302 + Penalty 2880.030919 = -591528.176383
  nChanged 424
		SP:Iteration 4F (154756.050000 sec): 3 clusters
  Score: Raw -594719.707619 + Penalty 2880.030919 = -591839.676700
  nChanged 426
		SP:Iteration 5F (154756.310000 sec): 3 clusters
  Score: Raw -595027.659144 + Penalty 2880.030919 = -592147.628225
  nChanged 384
		SP:Iteration 6F (154756.550000 sec): 3 clusters
  Score: Raw -595313.930129 + Penalty 2880.030919 = -592433.899209
  nChanged 400
		SP:Iteration 7F (154756.830000 sec): 3 clusters
  Score: Raw -595614.932101 + Penalty 2880.030919 = -592734.901182
  nChanged 372
		SP:Iteration 8F (154757.010000 sec): 3 clusters
  Score: Raw -595847.679799 + Penalty 2880.030919 = -592967.648880
  nChanged 267
		SP:Iteration 9Q (154757.270000 sec): 3 clusters
  Score: Raw -596010.774491 + Penalty 2880.030919 = -593130.743572
  nChanged 220
		SP:Iteration 10Q (154757.550000 sec): 3 clusters
  Score: Raw -596129.405393 + Penalty 2880.030919 = -593249.374473
  nChanged 158
		SP:Iteration 11Q (154757.750000 sec): 3 clusters
  Score: Raw -596214.897027 + Penalty 2880.030919 = -593334.866108
  nChanged 138
		SP:Iteration 12Q (154758.010000 sec): 3 clusters
  Score: Raw -596279.600051 + Penalty 2880.030919 = -593399.569132
  nChanged 111
		SP:Iteration 13Q (154758.260000 sec): 3 clusters
  Score: Raw -596328.660649 + Penalty 2880.030919 = -593448.629730
  nChanged 92
		SP:Iteration 14Q (154758.510000 sec): 3 clusters
  Score: Raw -596360.925110 + Penalty 2880.030919 = -593480.894191
  nChanged 66
		SP:Iteration 15Q (154758.790000 sec): 3 clusters
  Score: Raw -596386.408053 + Penalty 2880.030919 = -593506.377134
  nChanged 73
		SP:Iteration 16Q (154759.030000 sec): 3 clusters
  Score: Raw -596416.681618 + Penalty 2880.030919 = -593536.650699
  nChanged 71
		SP:Iteration 17Q (154759.290000 sec): 3 clusters
  Score: Raw -596450.036973 + Penalty 2880.030919 = -593570.006054
  nChanged 66
		SP:Iteration 18Q (154759.500000 sec): 3 clusters
  Score: Raw -596476.252591 + Penalty 2880.030919 = -593596.221671
  nChanged 59
		SP:Iteration 19Q (154759.760000 sec): 3 clusters
  Score: Raw -596500.492747 + Penalty 2880.030919 = -593620.461827
  nChanged 69
		SP:Iteration 20F (154759.980000 sec): 3 clusters
  Score: Raw -596535.048282 + Penalty 2880.030919 = -593655.017363
  nChanged 60
		SP:Iteration 21Q (154760.220000 sec): 3 clusters
  Score: Raw -596562.766094 + Penalty 2880.030919 = -593682.735175
  nChanged 57
		SP:Iteration 22Q (154760.450000 sec): 3 clusters
  Score: Raw -596585.971333 + Penalty 2880.030919 = -593705.940414
  nChanged 49
		SP:Iteration 23Q (154760.700000 sec): 3 clusters
  Score: Raw -596603.606805 + Penalty 2880.030919 = -593723.575886
  nChanged 38
		SP:Iteration 24Q (154760.890000 sec): 3 clusters
  Score: Raw -596615.379090 + Penalty 2880.030919 = -593735.348171
  nChanged 28
		SP:Iteration 25Q (154761.150000 sec): 3 clusters
  Score: Raw -596623.941056 + Penalty 2880.030919 = -593743.910137
  nChanged 25
		SP:Iteration 26Q (154761.350000 sec): 3 clusters
  Score: Raw -596633.691613 + Penalty 2880.030919 = -593753.660694
  nChanged 23
		SP:Iteration 27Q (154761.620000 sec): 3 clusters
  Score: Raw -596641.847928 + Penalty 2880.030919 = -593761.817009
  nChanged 20
		SP:Iteration 28Q (154761.860000 sec): 3 clusters
  Score: Raw -596648.973523 + Penalty 2880.030919 = -593768.942604
  nChanged 24
		SP:Iteration 29Q (154762.080000 sec): 3 clusters
  Score: Raw -596656.147236 + Penalty 2880.030919 = -593776.116317
  nChanged 18
		SP:Iteration 30Q (154762.310000 sec): 3 clusters
  Score: Raw -596660.739089 + Penalty 2880.030919 = -593780.708170
  nChanged 12
		SP:Iteration 31Q (154762.560000 sec): 3 clusters
  Score: Raw -596662.679530 + Penalty 2880.030919 = -593782.648611
  nChanged 6
		SP:Iteration 32Q (154762.790000 sec): 3 clusters
  Score: Raw -596663.939291 + Penalty 2880.030919 = -593783.908372
  nChanged 5
		SP:Iteration 33Q (154763.030000 sec): 3 clusters
  Score: Raw -596665.061965 + Penalty 2880.030919 = -593785.031046
  nChanged 9
		SP:Iteration 34Q (154763.250000 sec): 3 clusters
  Score: Raw -596666.632864 + Penalty 2880.030919 = -593786.601945
  nChanged 8
		SP:Iteration 35Q (154763.500000 sec): 3 clusters
  Score: Raw -596668.013397 + Penalty 2880.030919 = -593787.982478
  nChanged 10
		SP:Iteration 36Q (154763.710000 sec): 3 clusters
  Score: Raw -596670.677064 + Penalty 2880.030919 = -593790.646145
  nChanged 10
		SP:Iteration 37Q (154763.920000 sec): 3 clusters
  Score: Raw -596674.287061 + Penalty 2880.030919 = -593794.256142
  nChanged 19
		SP:Iteration 38Q (154764.150000 sec): 3 clusters
  Score: Raw -596679.816406 + Penalty 2880.030919 = -593799.785487
  nChanged 17
		SP:Iteration 39Q (154764.340000 sec): 3 clusters
  Score: Raw -596683.917769 + Penalty 2880.030919 = -593803.886850
  nChanged 7
		SP:Iteration 40F (154764.540000 sec): 3 clusters
  Score: Raw -596685.711766 + Penalty 2880.030919 = -593805.680847
  nChanged 8
		SP:Iteration 41Q (154764.730000 sec): 3 clusters
  Score: Raw -596687.693869 + Penalty 2880.030919 = -593807.662949
  nChanged 4
		SP:Iteration 42Q (154764.920000 sec): 3 clusters
  Score: Raw -596689.401853 + Penalty 2880.030919 = -593809.370934
  nChanged 5
		SP:Iteration 43Q (154765.110000 sec): 3 clusters
  Score: Raw -596690.554260 + Penalty 2880.030919 = -593810.523341
  nChanged 6
		SP:Iteration 44Q (154765.350000 sec): 3 clusters
  Score: Raw -596691.572688 + Penalty 2880.030919 = -593811.541769
  nChanged 4
		SP:Iteration 45Q (154765.540000 sec): 3 clusters
  Score: Raw -596692.339465 + Penalty 2880.030919 = -593812.308546
  nChanged 5
		SP:Iteration 46Q (154765.770000 sec): 3 clusters
  Score: Raw -596693.571210 + Penalty 2880.030919 = -593813.540291
  nChanged 2
		SP:Iteration 47Q (154765.980000 sec): 3 clusters
  Score: Raw -596693.809685 + Penalty 2880.030919 = -593813.778766
  nChanged 0
		SP:Iteration 48F (154766.200000 sec): 3 clusters
  Score: Raw -596693.809685 + Penalty 2880.030919 = -593813.778766
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 67 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154766.290000 sec): 2 clusters
  Score: Raw -36390.618777 + Penalty 986.494881 = -35404.123896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154766.480000 sec): 3 clusters
  Score: Raw -36377.366002 + Penalty 1972.989762 = -34404.376240
  nChanged 94
		SP:Iteration 1F (154766.700000 sec): 3 clusters
  Score: Raw -36521.855771 + Penalty 1972.989762 = -34548.866009
  nChanged 17
		SP:Iteration 2Q (154766.870000 sec): 3 clusters
  Score: Raw -36557.394718 + Penalty 1972.989762 = -34584.404956
  nChanged 8
		SP:Iteration 3Q (154767.080000 sec): 3 clusters
  Score: Raw -36573.366052 + Penalty 1972.989762 = -34600.376291
  nChanged 3
		SP:Iteration 4Q (154767.220000 sec): 3 clusters
  Score: Raw -36579.404890 + Penalty 1972.989762 = -34606.415128
  nChanged 3
		SP:Iteration 5Q (154767.430000 sec): 3 clusters
  Score: Raw -36586.567919 + Penalty 1972.989762 = -34613.578157
  nChanged 4
		SP:Iteration 6Q (154767.630000 sec): 3 clusters
  Score: Raw -36601.605496 + Penalty 1972.989762 = -34628.615735
  nChanged 3
		SP:Iteration 7Q (154767.800000 sec): 3 clusters
  Score: Raw -36611.200506 + Penalty 1972.989762 = -34638.210744
  nChanged 4
		SP:Iteration 8Q (154768.050000 sec): 3 clusters
  Score: Raw -36617.313717 + Penalty 1972.989762 = -34644.323955
  nChanged 1
		SP:Iteration 9Q (154768.240000 sec): 3 clusters
  Score: Raw -36619.449006 + Penalty 1972.989762 = -34646.459244
  nChanged 0
		SP:Iteration 10F (154768.390000 sec): 3 clusters
  Score: Raw -36619.449006 + Penalty 1972.989762 = -34646.459244
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 68 (14274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154768.570000 sec): 2 clusters
  Score: Raw -1216046.034410 + Penalty 1554.506684 = -1214491.527726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154768.840000 sec): 3 clusters
  Score: Raw -1207780.258839 + Penalty 3109.013368 = -1204671.245470
  nChanged 6284
		SP:Iteration 1F (154769.130000 sec): 3 clusters
  Score: Raw -1211259.983902 + Penalty 3109.013368 = -1208150.970534
  nChanged 933
		SP:Iteration 2F (154769.410000 sec): 3 clusters
  Score: Raw -1211722.923673 + Penalty 3109.013368 = -1208613.910305
  nChanged 961
		SP:Iteration 3F (154769.580000 sec): 3 clusters
  Score: Raw -1212307.436343 + Penalty 3109.013368 = -1209198.422975
  nChanged 1022
		SP:Iteration 4F (154769.810000 sec): 3 clusters
  Score: Raw -1213027.317368 + Penalty 3109.013368 = -1209918.304000
  nChanged 1042
		SP:Iteration 5F (154770.000000 sec): 3 clusters
  Score: Raw -1213810.547934 + Penalty 3109.013368 = -1210701.534566
  nChanged 936
		SP:Iteration 6F (154770.270000 sec): 3 clusters
  Score: Raw -1214527.773338 + Penalty 3109.013368 = -1211418.759970
  nChanged 751
		SP:Iteration 7F (154770.550000 sec): 3 clusters
  Score: Raw -1215018.323800 + Penalty 3109.013368 = -1211909.310431
  nChanged 572
		SP:Iteration 8Q (154770.810000 sec): 3 clusters
  Score: Raw -1215326.242713 + Penalty 3109.013368 = -1212217.229345
  nChanged 393
		SP:Iteration 9Q (154771.060000 sec): 3 clusters
  Score: Raw -1215512.782674 + Penalty 3109.013368 = -1212403.769305
  nChanged 264
		SP:Iteration 10Q (154771.300000 sec): 3 clusters
  Score: Raw -1215619.995754 + Penalty 3109.013368 = -1212510.982385
  nChanged 196
		SP:Iteration 11Q (154771.540000 sec): 3 clusters
  Score: Raw -1215695.691523 + Penalty 3109.013368 = -1212586.678155
  nChanged 162
		SP:Iteration 12Q (154771.770000 sec): 3 clusters
  Score: Raw -1215763.292134 + Penalty 3109.013368 = -1212654.278766
  nChanged 140
		SP:Iteration 13Q (154772.010000 sec): 3 clusters
  Score: Raw -1215820.130245 + Penalty 3109.013368 = -1212711.116877
  nChanged 135
		SP:Iteration 14Q (154772.250000 sec): 3 clusters
  Score: Raw -1215871.676178 + Penalty 3109.013368 = -1212762.662809
  nChanged 115
		SP:Iteration 15Q (154772.490000 sec): 3 clusters
  Score: Raw -1215918.289995 + Penalty 3109.013368 = -1212809.276627
  nChanged 99
		SP:Iteration 16Q (154772.740000 sec): 3 clusters
  Score: Raw -1215959.614522 + Penalty 3109.013368 = -1212850.601154
  nChanged 91
		SP:Iteration 17Q (154772.980000 sec): 3 clusters
  Score: Raw -1215994.211317 + Penalty 3109.013368 = -1212885.197948
  nChanged 88
		SP:Iteration 18Q (154773.180000 sec): 3 clusters
  Score: Raw -1216026.019905 + Penalty 3109.013368 = -1212917.006536
  nChanged 64
		SP:Iteration 19Q (154773.450000 sec): 3 clusters
  Score: Raw -1216051.315522 + Penalty 3109.013368 = -1212942.302153
  nChanged 56
		SP:Iteration 20F (154773.720000 sec): 3 clusters
  Score: Raw -1216076.203034 + Penalty 3109.013368 = -1212967.189666
  nChanged 48
		SP:Iteration 21Q (154773.960000 sec): 3 clusters
  Score: Raw -1216094.973978 + Penalty 3109.013368 = -1212985.960610
  nChanged 39
		SP:Iteration 22Q (154774.150000 sec): 3 clusters
  Score: Raw -1216109.494236 + Penalty 3109.013368 = -1213000.480868
  nChanged 37
		SP:Iteration 23Q (154774.410000 sec): 3 clusters
  Score: Raw -1216122.460640 + Penalty 3109.013368 = -1213013.447272
  nChanged 27
		SP:Iteration 24Q (154774.610000 sec): 3 clusters
  Score: Raw -1216131.250988 + Penalty 3109.013368 = -1213022.237620
  nChanged 28
		SP:Iteration 25Q (154774.820000 sec): 3 clusters
  Score: Raw -1216140.455735 + Penalty 3109.013368 = -1213031.442366
  nChanged 17
		SP:Iteration 26Q (154775.120000 sec): 3 clusters
  Score: Raw -1216146.626346 + Penalty 3109.013368 = -1213037.612977
  nChanged 17
		SP:Iteration 27Q (154775.380000 sec): 3 clusters
  Score: Raw -1216152.099724 + Penalty 3109.013368 = -1213043.086356
  nChanged 15
		SP:Iteration 28Q (154775.670000 sec): 3 clusters
  Score: Raw -1216157.608730 + Penalty 3109.013368 = -1213048.595362
  nChanged 18
		SP:Iteration 29Q (154775.870000 sec): 3 clusters
  Score: Raw -1216166.526206 + Penalty 3109.013368 = -1213057.512838
  nChanged 22
		SP:Iteration 30Q (154776.100000 sec): 3 clusters
  Score: Raw -1216176.332347 + Penalty 3109.013368 = -1213067.318978
  nChanged 25
		SP:Iteration 31Q (154776.400000 sec): 3 clusters
  Score: Raw -1216186.955798 + Penalty 3109.013368 = -1213077.942429
  nChanged 22
		SP:Iteration 32Q (154776.650000 sec): 3 clusters
  Score: Raw -1216196.330085 + Penalty 3109.013368 = -1213087.316717
  nChanged 16
		SP:Iteration 33Q (154776.930000 sec): 3 clusters
  Score: Raw -1216202.569322 + Penalty 3109.013368 = -1213093.555954
  nChanged 18
		SP:Iteration 34Q (154777.250000 sec): 3 clusters
  Score: Raw -1216208.898545 + Penalty 3109.013368 = -1213099.885177
  nChanged 14
		SP:Iteration 35Q (154777.480000 sec): 3 clusters
  Score: Raw -1216212.863609 + Penalty 3109.013368 = -1213103.850240
  nChanged 11
		SP:Iteration 36Q (154777.770000 sec): 3 clusters
  Score: Raw -1216216.477676 + Penalty 3109.013368 = -1213107.464307
  nChanged 12
		SP:Iteration 37Q (154778.040000 sec): 3 clusters
  Score: Raw -1216221.238271 + Penalty 3109.013368 = -1213112.224903
  nChanged 12
		SP:Iteration 38Q (154778.370000 sec): 3 clusters
  Score: Raw -1216226.513630 + Penalty 3109.013368 = -1213117.500262
  nChanged 14
		SP:Iteration 39Q (154778.650000 sec): 3 clusters
  Score: Raw -1216233.167411 + Penalty 3109.013368 = -1213124.154043
  nChanged 18
		SP:Iteration 40F (154778.930000 sec): 3 clusters
  Score: Raw -1216239.547448 + Penalty 3109.013368 = -1213130.534080
  nChanged 10
		SP:Iteration 41Q (154779.190000 sec): 3 clusters
  Score: Raw -1216244.032326 + Penalty 3109.013368 = -1213135.018958
  nChanged 9
		SP:Iteration 42Q (154779.460000 sec): 3 clusters
  Score: Raw -1216247.977538 + Penalty 3109.013368 = -1213138.964169
  nChanged 9
		SP:Iteration 43Q (154779.670000 sec): 3 clusters
  Score: Raw -1216252.014045 + Penalty 3109.013368 = -1213143.000677
  nChanged 10
		SP:Iteration 44Q (154779.930000 sec): 3 clusters
  Score: Raw -1216257.435577 + Penalty 3109.013368 = -1213148.422208
  nChanged 12
		SP:Iteration 45Q (154780.150000 sec): 3 clusters
  Score: Raw -1216262.808083 + Penalty 3109.013368 = -1213153.794714
  nChanged 7
		SP:Iteration 46Q (154780.410000 sec): 3 clusters
  Score: Raw -1216266.430889 + Penalty 3109.013368 = -1213157.417520
  nChanged 9
		SP:Iteration 47Q (154780.670000 sec): 3 clusters
  Score: Raw -1216272.110135 + Penalty 3109.013368 = -1213163.096767
  nChanged 9
		SP:Iteration 48Q (154780.910000 sec): 3 clusters
  Score: Raw -1216277.216042 + Penalty 3109.013368 = -1213168.202674
  nChanged 10
		SP:Iteration 49Q (154781.160000 sec): 3 clusters
  Score: Raw -1216282.588948 + Penalty 3109.013368 = -1213173.575579
  nChanged 7
		SP:Iteration 50Q (154781.360000 sec): 3 clusters
  Score: Raw -1216285.456024 + Penalty 3109.013368 = -1213176.442655
  nChanged 5
		SP:Iteration 51Q (154781.640000 sec): 3 clusters
  Score: Raw -1216287.326747 + Penalty 3109.013368 = -1213178.313378
  nChanged 8
		SP:Iteration 52Q (154781.820000 sec): 3 clusters
  Score: Raw -1216290.770351 + Penalty 3109.013368 = -1213181.756982
  nChanged 2
		SP:Iteration 53Q (154782.060000 sec): 3 clusters
  Score: Raw -1216292.263336 + Penalty 3109.013368 = -1213183.249967
  nChanged 2
		SP:Iteration 54Q (154782.380000 sec): 3 clusters
  Score: Raw -1216292.750661 + Penalty 3109.013368 = -1213183.737293
  nChanged 2
		SP:Iteration 55Q (154782.600000 sec): 3 clusters
  Score: Raw -1216293.395730 + Penalty 3109.013368 = -1213184.382361
  nChanged 4
		SP:Iteration 56Q (154782.900000 sec): 3 clusters
  Score: Raw -1216295.376995 + Penalty 3109.013368 = -1213186.363627
  nChanged 3
		SP:Iteration 57Q (154783.120000 sec): 3 clusters
  Score: Raw -1216296.736162 + Penalty 3109.013368 = -1213187.722794
  nChanged 3
		SP:Iteration 58Q (154783.360000 sec): 3 clusters
  Score: Raw -1216298.609904 + Penalty 3109.013368 = -1213189.596536
  nChanged 5
		SP:Iteration 59Q (154783.610000 sec): 3 clusters
  Score: Raw -1216300.545051 + Penalty 3109.013368 = -1213191.531683
  nChanged 1
		SP:Iteration 60F (154783.860000 sec): 3 clusters
  Score: Raw -1216300.921198 + Penalty 3109.013368 = -1213191.907830
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 69 (511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (154784.010000 sec): 2 clusters
  Score: Raw -44401.407730 + Penalty 1013.410058 = -43387.997672
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (154784.160000 sec): 3 clusters
  Score: Raw -44322.013520 + Penalty 2026.820117 = -42295.193403
  nChanged 112
		SP:Iteration 1F (154784.340000 sec): 3 clusters
  Score: Raw -44467.753732 + Penalty 2026.820117 = -42440.933615
  nChanged 23
		SP:Iteration 2Q (154784.480000 sec): 3 clusters
  Score: Raw -44504.605033 + Penalty 2026.820117 = -42477.784916
  nChanged 9
		SP:Iteration 3Q (154784.620000 sec): 3 clusters
  Score: Raw -44525.293327 + Penalty 2026.820117 = -42498.473210
  nChanged 8
		SP:Iteration 4Q (154784.790000 sec): 3 clusters
  Score: Raw -44540.796478 + Penalty 2026.820117 = -42513.976361
  nChanged 8
		SP:Iteration 5Q (154784.950000 sec): 3 clusters
  Score: Raw -44550.367577 + Penalty 2026.820117 = -42523.547460
  nChanged 3
		SP:Iteration 6Q (154785.160000 sec): 3 clusters
  Score: Raw -44553.454046 + Penalty 2026.820117 = -42526.633929
  nChanged 3
		SP:Iteration 7Q (154785.320000 sec): 3 clusters
  Score: Raw -44562.518026 + Penalty 2026.820117 = -42535.697909
  nChanged 5
		SP:Iteration 8Q (154785.460000 sec): 3 clusters
  Score: Raw -44566.033313 + Penalty 2026.820117 = -42539.213197
  nChanged 4
		SP:Iteration 9Q (154785.640000 sec): 3 clusters
  Score: Raw -44567.948368 + Penalty 2026.820117 = -42541.128251
  nChanged 2
		SP:Iteration 10Q (154785.780000 sec): 3 clusters
  Score: Raw -44570.850439 + Penalty 2026.820117 = -42544.030322
  nChanged 2
		SP:Iteration 11Q (154785.930000 sec): 3 clusters
  Score: Raw -44576.830333 + Penalty 2026.820117 = -42550.010217
  nChanged 3
		SP:Iteration 12Q (154786.100000 sec): 3 clusters
  Score: Raw -44579.493893 + Penalty 2026.820117 = -42552.673776
  nChanged 2
		SP:Iteration 13Q (154786.290000 sec): 3 clusters
  Score: Raw -44583.013698 + Penalty 2026.820117 = -42556.193581
  nChanged 3
		SP:Iteration 14Q (154786.460000 sec): 3 clusters
  Score: Raw -44587.232158 + Penalty 2026.820117 = -42560.412042
  nChanged 3
		SP:Iteration 15Q (154786.640000 sec): 3 clusters
  Score: Raw -44589.832406 + Penalty 2026.820117 = -42563.012289
  nChanged 5
		SP:Iteration 16Q (154786.790000 sec): 3 clusters
  Score: Raw -44597.916575 + Penalty 2026.820117 = -42571.096458
  nChanged 3
		SP:Iteration 17Q (154786.940000 sec): 3 clusters
  Score: Raw -44603.243399 + Penalty 2026.820117 = -42576.423282
  nChanged 4
		SP:Iteration 18Q (154787.080000 sec): 3 clusters
  Score: Raw -44610.352043 + Penalty 2026.820117 = -42583.531926
  nChanged 4
		SP:Iteration 19Q (154787.280000 sec): 3 clusters
  Score: Raw -44617.652535 + Penalty 2026.820117 = -42590.832418
  nChanged 0
		SP:Iteration 20F (154787.420000 sec): 3 clusters
  Score: Raw -44617.652535 + Penalty 2026.820117 = -42590.832418
  nChanged 0
Deleting Class 33 (183 points): Lose 1791.794227 but Gain 2308.420571
Iteration 139Q (154892.200000 sec): 77 clusters
  Score: Raw -122357100.695234 + Penalty 175439.963424 = -122181660.731811
  nChanged 7043
Iteration 140F (155064.630000 sec): 77 clusters
  Score: Raw -122361320.850361 + Penalty 175439.963424 = -122185880.886938
  nChanged 6510
Iteration 141Q (155171.780000 sec): 77 clusters
  Score: Raw -122363175.542610 + Penalty 175439.963424 = -122187735.579186
  nChanged 4324
Iteration 142Q (155278.630000 sec): 77 clusters
  Score: Raw -122364121.353914 + Penalty 175439.963424 = -122188681.390490
  nChanged 3382
Iteration 143Q (155390.820000 sec): 77 clusters
  Score: Raw -122364702.050074 + Penalty 175439.963424 = -122189262.086650
  nChanged 2827
Iteration 144Q (155500.110000 sec): 77 clusters
  Score: Raw -122365112.603037 + Penalty 175439.963424 = -122189672.639613
  nChanged 2504
Iteration 145Q (155608.750000 sec): 77 clusters
  Score: Raw -122365418.945113 + Penalty 175439.963424 = -122189978.981689
  nChanged 2164
Iteration 146Q (155724.680000 sec): 77 clusters
  Score: Raw -122365699.242333 + Penalty 175439.963424 = -122190259.278910
  nChanged 2039
Iteration 147Q (155838.890000 sec): 77 clusters
  Score: Raw -122366021.495035 + Penalty 175439.963424 = -122190581.531611
  nChanged 1921
Iteration 148Q (155962.310000 sec): 77 clusters
  Score: Raw -122366372.471414 + Penalty 175439.963424 = -122190932.507991
  nChanged 1788
Iteration 149Q (156068.050000 sec): 77 clusters
  Score: Raw -122366616.062803 + Penalty 175439.963424 = -122191176.099379
  nChanged 1612
Iteration 150Q (156186.790000 sec): 77 clusters
  Score: Raw -122366804.230549 + Penalty 175439.963424 = -122191364.267125
  nChanged 1576
Iteration 151Q (156306.260000 sec): 77 clusters
  Score: Raw -122366987.913081 + Penalty 175439.963424 = -122191547.949657
  nChanged 1519
Iteration 152Q (156431.560000 sec): 77 clusters
  Score: Raw -122367176.808189 + Penalty 175439.963424 = -122191736.844766
  nChanged 1479
Iteration 153Q (156545.180000 sec): 77 clusters
  Score: Raw -122367370.442824 + Penalty 175439.963424 = -122191930.479400
  nChanged 1469
Iteration 154Q (156670.460000 sec): 77 clusters
  Score: Raw -122367569.594300 + Penalty 175439.963424 = -122192129.630877
  nChanged 1444
Iteration 155Q (156782.370000 sec): 77 clusters
  Score: Raw -122367758.430547 + Penalty 175439.963424 = -122192318.467123
  nChanged 1438
Iteration 156Q (156883.210000 sec): 77 clusters
  Score: Raw -122367954.442708 + Penalty 175439.963424 = -122192514.479284
  nChanged 1468
Iteration 157Q (156987.720000 sec): 77 clusters
  Score: Raw -122368172.815224 + Penalty 175439.963424 = -122192732.851801
  nChanged 1393
Iteration 158Q (157093.840000 sec): 77 clusters
  Score: Raw -122368396.506184 + Penalty 175439.963424 = -122192956.542760
  nChanged 1398
Iteration 159Q (157188.250000 sec): 77 clusters
  Score: Raw -122368621.328669 + Penalty 175439.963424 = -122193181.365245
  nChanged 1289
Iteration 160F (157364.350000 sec): 77 clusters
  Score: Raw -122368883.699117 + Penalty 175439.963424 = -122193443.735694
  nChanged 1207
Iteration 161Q (157468.800000 sec): 77 clusters
  Score: Raw -122369170.647766 + Penalty 175439.963424 = -122193730.684342
  nChanged 1271
Iteration 162Q (157576.220000 sec): 77 clusters
  Score: Raw -122369444.498647 + Penalty 175439.963424 = -122194004.535223
  nChanged 1205
Iteration 163Q (157688.870000 sec): 77 clusters
  Score: Raw -122369681.832157 + Penalty 175439.963424 = -122194241.868733
  nChanged 1144
Iteration 164Q (157796.110000 sec): 77 clusters
  Score: Raw -122369832.757440 + Penalty 175439.963424 = -122194392.794016
  nChanged 972
Iteration 165Q (157901.620000 sec): 77 clusters
  Score: Raw -122369938.850931 + Penalty 175439.963424 = -122194498.887508
  nChanged 893
Iteration 166Q (158012.820000 sec): 77 clusters
  Score: Raw -122370019.941144 + Penalty 175439.963424 = -122194579.977720
  nChanged 890
Iteration 167Q (158113.550000 sec): 77 clusters
  Score: Raw -122370094.311457 + Penalty 175439.963424 = -122194654.348033
  nChanged 812
Iteration 168Q (158217.730000 sec): 77 clusters
  Score: Raw -122370161.680881 + Penalty 175439.963424 = -122194721.717457
  nChanged 744
Iteration 169Q (158319.910000 sec): 77 clusters
  Score: Raw -122370222.044576 + Penalty 175439.963424 = -122194782.081152
  nChanged 745
Iteration 170Q (158417.460000 sec): 77 clusters
  Score: Raw -122370285.520717 + Penalty 175439.963424 = -122194845.557293
  nChanged 712
Iteration 171Q (158519.340000 sec): 77 clusters
  Score: Raw -122370340.942991 + Penalty 175439.963424 = -122194900.979568
  nChanged 694
Iteration 172Q (158633.310000 sec): 77 clusters
  Score: Raw -122370391.939864 + Penalty 175439.963424 = -122194951.976440
  nChanged 619
Iteration 173Q (158741.170000 sec): 77 clusters
  Score: Raw -122370434.370105 + Penalty 175439.963424 = -122194994.406682
  nChanged 598
Iteration 174Q (158844.100000 sec): 77 clusters
  Score: Raw -122370473.346863 + Penalty 175439.963424 = -122195033.383439
  nChanged 551
Iteration 175Q (158953.250000 sec): 77 clusters
  Score: Raw -122370511.448966 + Penalty 175439.963424 = -122195071.485542
  nChanged 557
Iteration 176Q (159061.280000 sec): 77 clusters
  Score: Raw -122370546.323711 + Penalty 175439.963424 = -122195106.360288
  nChanged 475
Iteration 177Q (159163.680000 sec): 77 clusters
  Score: Raw -122370576.044973 + Penalty 175439.963424 = -122195136.081549
  nChanged 458
Iteration 178Q (159268.480000 sec): 77 clusters
  Score: Raw -122370605.586172 + Penalty 175439.963424 = -122195165.622748
  nChanged 425
Writing temp clu file 
Because OldScore, -122195136.081549, is greater than current (better) Score,-122195165.622748 
 Compute initial score before splitting:   Score: Raw -122370605.586172 + Penalty 175439.963424 = -122195165.622748
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 1 (43502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159269.190000 sec): 2 clusters
  Score: Raw -3831419.802534 + Penalty 1735.591356 = -3829684.211178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159269.550000 sec): 3 clusters
  Score: Raw -3804182.899971 + Penalty 3471.182713 = -3800711.717258
  nChanged 20186
		SP:Iteration 1F (159269.970000 sec): 3 clusters
  Score: Raw -3815417.038367 + Penalty 3471.182713 = -3811945.855654
  nChanged 1710
		SP:Iteration 2Q (159270.310000 sec): 3 clusters
  Score: Raw -3815917.108831 + Penalty 3471.182713 = -3812445.926118
  nChanged 1764
		SP:Iteration 3Q (159270.720000 sec): 3 clusters
  Score: Raw -3816529.596588 + Penalty 3471.182713 = -3813058.413875
  nChanged 1925
		SP:Iteration 4Q (159271.080000 sec): 3 clusters
  Score: Raw -3817310.913825 + Penalty 3471.182713 = -3813839.731113
  nChanged 2200
		SP:Iteration 5F (159271.490000 sec): 3 clusters
  Score: Raw -3818396.422249 + Penalty 3471.182713 = -3814925.239536
  nChanged 2523
		SP:Iteration 6F (159271.830000 sec): 3 clusters
  Score: Raw -3819993.474450 + Penalty 3471.182713 = -3816522.291737
  nChanged 2988
		SP:Iteration 7F (159272.250000 sec): 3 clusters
  Score: Raw -3822289.268228 + Penalty 3471.182713 = -3818818.085515
  nChanged 3266
		SP:Iteration 8F (159272.610000 sec): 3 clusters
  Score: Raw -3825131.761004 + Penalty 3471.182713 = -3821660.578292
  nChanged 2830
		SP:Iteration 9F (159273.010000 sec): 3 clusters
  Score: Raw -3827823.619352 + Penalty 3471.182713 = -3824352.436639
  nChanged 1964
		SP:Iteration 10Q (159273.380000 sec): 3 clusters
  Score: Raw -3829689.211556 + Penalty 3471.182713 = -3826218.028843
  nChanged 1143
		SP:Iteration 11Q (159273.760000 sec): 3 clusters
  Score: Raw -3830692.430729 + Penalty 3471.182713 = -3827221.248017
  nChanged 568
		SP:Iteration 12Q (159274.100000 sec): 3 clusters
  Score: Raw -3831161.556547 + Penalty 3471.182713 = -3827690.373834
  nChanged 265
		SP:Iteration 13Q (159274.470000 sec): 3 clusters
  Score: Raw -3831369.638757 + Penalty 3471.182713 = -3827898.456044
  nChanged 151
		SP:Iteration 14Q (159274.800000 sec): 3 clusters
  Score: Raw -3831480.808064 + Penalty 3471.182713 = -3828009.625351
  nChanged 78
		SP:Iteration 15Q (159275.130000 sec): 3 clusters
  Score: Raw -3831542.180393 + Penalty 3471.182713 = -3828070.997680
  nChanged 59
		SP:Iteration 16Q (159275.450000 sec): 3 clusters
  Score: Raw -3831595.535858 + Penalty 3471.182713 = -3828124.353145
  nChanged 34
		SP:Iteration 17Q (159275.820000 sec): 3 clusters
  Score: Raw -3831622.303241 + Penalty 3471.182713 = -3828151.120528
  nChanged 30
		SP:Iteration 18Q (159276.150000 sec): 3 clusters
  Score: Raw -3831645.156170 + Penalty 3471.182713 = -3828173.973457
  nChanged 15
		SP:Iteration 19Q (159276.520000 sec): 3 clusters
  Score: Raw -3831658.533807 + Penalty 3471.182713 = -3828187.351094
  nChanged 10
		SP:Iteration 20F (159276.900000 sec): 3 clusters
  Score: Raw -3831666.830752 + Penalty 3471.182713 = -3828195.648039
  nChanged 7
		SP:Iteration 21Q (159277.220000 sec): 3 clusters
  Score: Raw -3831671.866145 + Penalty 3471.182713 = -3828200.683432
  nChanged 6
		SP:Iteration 22Q (159277.570000 sec): 3 clusters
  Score: Raw -3831675.692220 + Penalty 3471.182713 = -3828204.509507
  nChanged 3
		SP:Iteration 23Q (159277.980000 sec): 3 clusters
  Score: Raw -3831677.531352 + Penalty 3471.182713 = -3828206.348640
  nChanged 3
		SP:Iteration 24Q (159278.360000 sec): 3 clusters
  Score: Raw -3831679.789928 + Penalty 3471.182713 = -3828208.607215
  nChanged 0
		SP:Iteration 25F (159278.720000 sec): 3 clusters
  Score: Raw -3831679.789928 + Penalty 3471.182713 = -3828208.607215
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 2 (6633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159278.850000 sec): 2 clusters
  Score: Raw -546301.371862 + Penalty 1429.969526 = -544871.402336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159279.060000 sec): 3 clusters
  Score: Raw -542733.531744 + Penalty 2859.939053 = -539873.592692
  nChanged 2789
		SP:Iteration 1F (159279.260000 sec): 3 clusters
  Score: Raw -544319.896531 + Penalty 2859.939053 = -541459.957479
  nChanged 486
		SP:Iteration 2F (159279.500000 sec): 3 clusters
  Score: Raw -544596.161281 + Penalty 2859.939053 = -541736.222228
  nChanged 451
		SP:Iteration 3F (159279.680000 sec): 3 clusters
  Score: Raw -544898.104289 + Penalty 2859.939053 = -542038.165237
  nChanged 459
		SP:Iteration 4F (159279.980000 sec): 3 clusters
  Score: Raw -545221.878504 + Penalty 2859.939053 = -542361.939451
  nChanged 411
		SP:Iteration 5F (159280.160000 sec): 3 clusters
  Score: Raw -545526.607300 + Penalty 2859.939053 = -542666.668247
  nChanged 365
		SP:Iteration 6F (159280.380000 sec): 3 clusters
  Score: Raw -545787.194200 + Penalty 2859.939053 = -542927.255147
  nChanged 310
		SP:Iteration 7Q (159280.620000 sec): 3 clusters
  Score: Raw -546026.783953 + Penalty 2859.939053 = -543166.844900
  nChanged 272
		SP:Iteration 8Q (159280.870000 sec): 3 clusters
  Score: Raw -546230.124947 + Penalty 2859.939053 = -543370.185894
  nChanged 203
		SP:Iteration 9Q (159281.080000 sec): 3 clusters
  Score: Raw -546369.383852 + Penalty 2859.939053 = -543509.444800
  nChanged 177
		SP:Iteration 10Q (159281.260000 sec): 3 clusters
  Score: Raw -546484.145470 + Penalty 2859.939053 = -543624.206417
  nChanged 123
		SP:Iteration 11Q (159281.460000 sec): 3 clusters
  Score: Raw -546566.338881 + Penalty 2859.939053 = -543706.399828
  nChanged 94
		SP:Iteration 12Q (159281.700000 sec): 3 clusters
  Score: Raw -546632.898512 + Penalty 2859.939053 = -543772.959460
  nChanged 64
		SP:Iteration 13Q (159281.880000 sec): 3 clusters
  Score: Raw -546671.234763 + Penalty 2859.939053 = -543811.295710
  nChanged 35
		SP:Iteration 14Q (159282.110000 sec): 3 clusters
  Score: Raw -546688.940282 + Penalty 2859.939053 = -543829.001230
  nChanged 23
		SP:Iteration 15Q (159282.380000 sec): 3 clusters
  Score: Raw -546698.367124 + Penalty 2859.939053 = -543838.428071
  nChanged 19
		SP:Iteration 16Q (159282.560000 sec): 3 clusters
  Score: Raw -546706.249981 + Penalty 2859.939053 = -543846.310929
  nChanged 11
		SP:Iteration 17Q (159282.790000 sec): 3 clusters
  Score: Raw -546710.459550 + Penalty 2859.939053 = -543850.520497
  nChanged 10
		SP:Iteration 18Q (159282.970000 sec): 3 clusters
  Score: Raw -546715.443766 + Penalty 2859.939053 = -543855.504713
  nChanged 12
		SP:Iteration 19Q (159283.180000 sec): 3 clusters
  Score: Raw -546719.695096 + Penalty 2859.939053 = -543859.756044
  nChanged 8
		SP:Iteration 20F (159283.370000 sec): 3 clusters
  Score: Raw -546722.426854 + Penalty 2859.939053 = -543862.487801
  nChanged 6
		SP:Iteration 21Q (159283.570000 sec): 3 clusters
  Score: Raw -546724.069940 + Penalty 2859.939053 = -543864.130887
  nChanged 4
		SP:Iteration 22Q (159283.830000 sec): 3 clusters
  Score: Raw -546725.350327 + Penalty 2859.939053 = -543865.411274
  nChanged 2
		SP:Iteration 23Q (159284.010000 sec): 3 clusters
  Score: Raw -546725.726074 + Penalty 2859.939053 = -543865.787021
  nChanged 1
		SP:Iteration 24Q (159284.230000 sec): 3 clusters
  Score: Raw -546726.143055 + Penalty 2859.939053 = -543866.204002
  nChanged 2
		SP:Iteration 25Q (159284.500000 sec): 3 clusters
  Score: Raw -546727.990309 + Penalty 2859.939053 = -543868.051256
  nChanged 5
		SP:Iteration 26Q (159284.690000 sec): 3 clusters
  Score: Raw -546731.489605 + Penalty 2859.939053 = -543871.550552
  nChanged 4
		SP:Iteration 27Q (159284.910000 sec): 3 clusters
  Score: Raw -546733.155934 + Penalty 2859.939053 = -543873.216882
  nChanged 2
		SP:Iteration 28Q (159285.160000 sec): 3 clusters
  Score: Raw -546733.653238 + Penalty 2859.939053 = -543873.714185
  nChanged 0
		SP:Iteration 29F (159285.350000 sec): 3 clusters
  Score: Raw -546733.653238 + Penalty 2859.939053 = -543873.714185
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 3 (4078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159285.440000 sec): 2 clusters
  Score: Raw -344791.457845 + Penalty 1350.921317 = -343440.536528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159285.700000 sec): 3 clusters
  Score: Raw -342793.451051 + Penalty 2701.842634 = -340091.608417
  nChanged 1573
		SP:Iteration 1F (159285.860000 sec): 3 clusters
  Score: Raw -343653.374900 + Penalty 2701.842634 = -340951.532266
  nChanged 286
		SP:Iteration 2F (159286.070000 sec): 3 clusters
  Score: Raw -343834.499131 + Penalty 2701.842634 = -341132.656496
  nChanged 234
		SP:Iteration 3F (159286.270000 sec): 3 clusters
  Score: Raw -343987.764736 + Penalty 2701.842634 = -341285.922102
  nChanged 187
		SP:Iteration 4Q (159286.460000 sec): 3 clusters
  Score: Raw -344101.508535 + Penalty 2701.842634 = -341399.665901
  nChanged 168
		SP:Iteration 5Q (159286.600000 sec): 3 clusters
  Score: Raw -344212.264542 + Penalty 2701.842634 = -341510.421908
  nChanged 147
		SP:Iteration 6Q (159286.780000 sec): 3 clusters
  Score: Raw -344317.357702 + Penalty 2701.842634 = -341615.515068
  nChanged 155
		SP:Iteration 7Q (159286.940000 sec): 3 clusters
  Score: Raw -344435.306440 + Penalty 2701.842634 = -341733.463806
  nChanged 153
		SP:Iteration 8Q (159287.100000 sec): 3 clusters
  Score: Raw -344552.355692 + Penalty 2701.842634 = -341850.513058
  nChanged 139
		SP:Iteration 9Q (159287.280000 sec): 3 clusters
  Score: Raw -344658.797970 + Penalty 2701.842634 = -341956.955336
  nChanged 133
		SP:Iteration 10Q (159287.440000 sec): 3 clusters
  Score: Raw -344763.674074 + Penalty 2701.842634 = -342061.831440
  nChanged 113
		SP:Iteration 11Q (159287.620000 sec): 3 clusters
  Score: Raw -344847.987782 + Penalty 2701.842634 = -342146.145148
  nChanged 124
		SP:Iteration 12Q (159287.840000 sec): 3 clusters
  Score: Raw -344949.205597 + Penalty 2701.842634 = -342247.362962
  nChanged 115
		SP:Iteration 13Q (159288.040000 sec): 3 clusters
  Score: Raw -345055.871481 + Penalty 2701.842634 = -342354.028847
  nChanged 117
		SP:Iteration 14Q (159288.210000 sec): 3 clusters
  Score: Raw -345176.614705 + Penalty 2701.842634 = -342474.772071
  nChanged 127
		SP:Iteration 15Q (159288.410000 sec): 3 clusters
  Score: Raw -345309.726802 + Penalty 2701.842634 = -342607.884168
  nChanged 122
		SP:Iteration 16Q (159288.550000 sec): 3 clusters
  Score: Raw -345406.970497 + Penalty 2701.842634 = -342705.127863
  nChanged 82
		SP:Iteration 17Q (159288.730000 sec): 3 clusters
  Score: Raw -345462.939705 + Penalty 2701.842634 = -342761.097071
  nChanged 68
		SP:Iteration 18Q (159288.970000 sec): 3 clusters
  Score: Raw -345514.474942 + Penalty 2701.842634 = -342812.632307
  nChanged 64
		SP:Iteration 19Q (159289.130000 sec): 3 clusters
  Score: Raw -345564.784399 + Penalty 2701.842634 = -342862.941765
  nChanged 66
		SP:Iteration 20F (159289.330000 sec): 3 clusters
  Score: Raw -345614.678619 + Penalty 2701.842634 = -342912.835985
  nChanged 53
		SP:Iteration 21Q (159289.510000 sec): 3 clusters
  Score: Raw -345646.919396 + Penalty 2701.842634 = -342945.076762
  nChanged 34
		SP:Iteration 22Q (159289.710000 sec): 3 clusters
  Score: Raw -345663.608793 + Penalty 2701.842634 = -342961.766159
  nChanged 25
		SP:Iteration 23Q (159289.850000 sec): 3 clusters
  Score: Raw -345674.475801 + Penalty 2701.842634 = -342972.633167
  nChanged 20
		SP:Iteration 24Q (159290.080000 sec): 3 clusters
  Score: Raw -345684.425094 + Penalty 2701.842634 = -342982.582460
  nChanged 20
		SP:Iteration 25Q (159290.250000 sec): 3 clusters
  Score: Raw -345696.353999 + Penalty 2701.842634 = -342994.511365
  nChanged 20
		SP:Iteration 26Q (159290.480000 sec): 3 clusters
  Score: Raw -345708.378117 + Penalty 2701.842634 = -343006.535483
  nChanged 28
		SP:Iteration 27Q (159290.650000 sec): 3 clusters
  Score: Raw -345728.079027 + Penalty 2701.842634 = -343026.236393
  nChanged 28
		SP:Iteration 28Q (159290.860000 sec): 3 clusters
  Score: Raw -345741.611182 + Penalty 2701.842634 = -343039.768548
  nChanged 16
		SP:Iteration 29Q (159291.030000 sec): 3 clusters
  Score: Raw -345745.517465 + Penalty 2701.842634 = -343043.674830
  nChanged 9
		SP:Iteration 30Q (159291.210000 sec): 3 clusters
  Score: Raw -345747.185224 + Penalty 2701.842634 = -343045.342590
  nChanged 4
		SP:Iteration 31Q (159291.420000 sec): 3 clusters
  Score: Raw -345748.370913 + Penalty 2701.842634 = -343046.528279
  nChanged 4
		SP:Iteration 32Q (159291.630000 sec): 3 clusters
  Score: Raw -345749.188124 + Penalty 2701.842634 = -343047.345490
  nChanged 2
		SP:Iteration 33Q (159291.810000 sec): 3 clusters
  Score: Raw -345749.767602 + Penalty 2701.842634 = -343047.924968
  nChanged 3
		SP:Iteration 34Q (159291.970000 sec): 3 clusters
  Score: Raw -345750.319813 + Penalty 2701.842634 = -343048.477179
  nChanged 1
		SP:Iteration 35Q (159292.150000 sec): 3 clusters
  Score: Raw -345750.646208 + Penalty 2701.842634 = -343048.803574
  nChanged 4
		SP:Iteration 36Q (159292.370000 sec): 3 clusters
  Score: Raw -345751.952748 + Penalty 2701.842634 = -343050.110114
  nChanged 8
		SP:Iteration 37Q (159292.590000 sec): 3 clusters
  Score: Raw -345754.569982 + Penalty 2701.842634 = -343052.727348
  nChanged 7
		SP:Iteration 38Q (159292.810000 sec): 3 clusters
  Score: Raw -345756.301980 + Penalty 2701.842634 = -343054.459346
  nChanged 4
		SP:Iteration 39Q (159293.010000 sec): 3 clusters
  Score: Raw -345756.957863 + Penalty 2701.842634 = -343055.115229
  nChanged 5
		SP:Iteration 40F (159293.220000 sec): 3 clusters
  Score: Raw -345757.816541 + Penalty 2701.842634 = -343055.973907
  nChanged 3
		SP:Iteration 41Q (159293.380000 sec): 3 clusters
  Score: Raw -345758.146666 + Penalty 2701.842634 = -343056.304032
  nChanged 0
		SP:Iteration 42F (159293.590000 sec): 3 clusters
  Score: Raw -345758.146666 + Penalty 2701.842634 = -343056.304032
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 4 (16702 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159293.760000 sec): 2 clusters
  Score: Raw -1598432.354930 + Penalty 1580.033610 = -1596852.321320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159293.980000 sec): 3 clusters
  Score: Raw -1588498.121737 + Penalty 3160.067219 = -1585338.054518
  nChanged 7367
		SP:Iteration 1F (159294.240000 sec): 3 clusters
  Score: Raw -1592397.954267 + Penalty 3160.067219 = -1589237.887048
  nChanged 776
		SP:Iteration 2Q (159294.470000 sec): 3 clusters
  Score: Raw -1592660.661730 + Penalty 3160.067219 = -1589500.594510
  nChanged 769
		SP:Iteration 3Q (159294.740000 sec): 3 clusters
  Score: Raw -1592946.130117 + Penalty 3160.067219 = -1589786.062898
  nChanged 754
		SP:Iteration 4Q (159294.990000 sec): 3 clusters
  Score: Raw -1593267.121474 + Penalty 3160.067219 = -1590107.054255
  nChanged 801
		SP:Iteration 5Q (159295.270000 sec): 3 clusters
  Score: Raw -1593672.487546 + Penalty 3160.067219 = -1590512.420327
  nChanged 868
		SP:Iteration 6F (159295.530000 sec): 3 clusters
  Score: Raw -1594185.612150 + Penalty 3160.067219 = -1591025.544931
  nChanged 1020
		SP:Iteration 7F (159295.790000 sec): 3 clusters
  Score: Raw -1594918.613249 + Penalty 3160.067219 = -1591758.546030
  nChanged 1127
		SP:Iteration 8F (159296.070000 sec): 3 clusters
  Score: Raw -1595887.844970 + Penalty 3160.067219 = -1592727.777751
  nChanged 1088
		SP:Iteration 9F (159296.310000 sec): 3 clusters
  Score: Raw -1596925.314649 + Penalty 3160.067219 = -1593765.247430
  nChanged 798
		SP:Iteration 10Q (159296.590000 sec): 3 clusters
  Score: Raw -1597690.354476 + Penalty 3160.067219 = -1594530.287257
  nChanged 482
		SP:Iteration 11Q (159296.840000 sec): 3 clusters
  Score: Raw -1598143.259019 + Penalty 3160.067219 = -1594983.191800
  nChanged 219
		SP:Iteration 12Q (159297.080000 sec): 3 clusters
  Score: Raw -1598378.876401 + Penalty 3160.067219 = -1595218.809181
  nChanged 95
		SP:Iteration 13Q (159297.320000 sec): 3 clusters
  Score: Raw -1598485.283138 + Penalty 3160.067219 = -1595325.215918
  nChanged 52
		SP:Iteration 14Q (159297.630000 sec): 3 clusters
  Score: Raw -1598555.410426 + Penalty 3160.067219 = -1595395.343207
  nChanged 24
		SP:Iteration 15Q (159297.890000 sec): 3 clusters
  Score: Raw -1598589.830803 + Penalty 3160.067219 = -1595429.763584
  nChanged 18
		SP:Iteration 16Q (159298.140000 sec): 3 clusters
  Score: Raw -1598615.853474 + Penalty 3160.067219 = -1595455.786255
  nChanged 11
		SP:Iteration 17Q (159298.360000 sec): 3 clusters
  Score: Raw -1598632.509748 + Penalty 3160.067219 = -1595472.442528
  nChanged 11
		SP:Iteration 18Q (159298.600000 sec): 3 clusters
  Score: Raw -1598650.451332 + Penalty 3160.067219 = -1595490.384113
  nChanged 7
		SP:Iteration 19Q (159298.870000 sec): 3 clusters
  Score: Raw -1598660.643921 + Penalty 3160.067219 = -1595500.576702
  nChanged 4
		SP:Iteration 20F (159299.100000 sec): 3 clusters
  Score: Raw -1598665.913883 + Penalty 3160.067219 = -1595505.846663
  nChanged 4
		SP:Iteration 21Q (159299.330000 sec): 3 clusters
  Score: Raw -1598670.730039 + Penalty 3160.067219 = -1595510.662820
  nChanged 4
		SP:Iteration 22Q (159299.620000 sec): 3 clusters
  Score: Raw -1598673.869023 + Penalty 3160.067219 = -1595513.801803
  nChanged 0
		SP:Iteration 23F (159299.880000 sec): 3 clusters
  Score: Raw -1598673.869023 + Penalty 3160.067219 = -1595513.801803
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 5 (162779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159300.580000 sec): 2 clusters
  Score: Raw -13940354.912870 + Penalty 1950.024169 = -13938404.888701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159301.340000 sec): 3 clusters
  Score: Raw -13833224.228930 + Penalty 3900.048338 = -13829324.180592
  nChanged 78532
		SP:Iteration 1F (159302.110000 sec): 3 clusters
  Score: Raw -13878627.320840 + Penalty 3900.048338 = -13874727.272502
  nChanged 5052
		SP:Iteration 2Q (159302.970000 sec): 3 clusters
  Score: Raw -13879950.696065 + Penalty 3900.048338 = -13876050.647727
  nChanged 5720
		SP:Iteration 3Q (159303.830000 sec): 3 clusters
  Score: Raw -13881816.937712 + Penalty 3900.048338 = -13877916.889375
  nChanged 6726
		SP:Iteration 4Q (159304.790000 sec): 3 clusters
  Score: Raw -13884593.008405 + Penalty 3900.048338 = -13880692.960067
  nChanged 7909
		SP:Iteration 5Q (159305.780000 sec): 3 clusters
  Score: Raw -13888646.072663 + Penalty 3900.048338 = -13884746.024325
  nChanged 9287
		SP:Iteration 6F (159306.680000 sec): 3 clusters
  Score: Raw -13894222.895273 + Penalty 3900.048338 = -13890322.846935
  nChanged 10236
		SP:Iteration 7F (159307.520000 sec): 3 clusters
  Score: Raw -13900912.892276 + Penalty 3900.048338 = -13897012.843938
  nChanged 9969
		SP:Iteration 8F (159308.380000 sec): 3 clusters
  Score: Raw -13907234.117795 + Penalty 3900.048338 = -13903334.069457
  nChanged 8583
		SP:Iteration 9F (159309.240000 sec): 3 clusters
  Score: Raw -13911729.649860 + Penalty 3900.048338 = -13907829.601522
  nChanged 6415
		SP:Iteration 10Q (159310.140000 sec): 3 clusters
  Score: Raw -13914045.215992 + Penalty 3900.048338 = -13910145.167654
  nChanged 4120
		SP:Iteration 11Q (159311.150000 sec): 3 clusters
  Score: Raw -13915027.322427 + Penalty 3900.048338 = -13911127.274089
  nChanged 2592
		SP:Iteration 12Q (159312.080000 sec): 3 clusters
  Score: Raw -13915511.650484 + Penalty 3900.048338 = -13911611.602146
  nChanged 1889
		SP:Iteration 13Q (159312.990000 sec): 3 clusters
  Score: Raw -13915813.554389 + Penalty 3900.048338 = -13911913.506052
  nChanged 1591
		SP:Iteration 14Q (159313.900000 sec): 3 clusters
  Score: Raw -13916078.250892 + Penalty 3900.048338 = -13912178.202554
  nChanged 1541
		SP:Iteration 15Q (159314.890000 sec): 3 clusters
  Score: Raw -13916339.029409 + Penalty 3900.048338 = -13912438.981072
  nChanged 1487
		SP:Iteration 16Q (159315.780000 sec): 3 clusters
  Score: Raw -13916586.174930 + Penalty 3900.048338 = -13912686.126592
  nChanged 1493
		SP:Iteration 17Q (159316.620000 sec): 3 clusters
  Score: Raw -13916823.792279 + Penalty 3900.048338 = -13912923.743941
  nChanged 1403
		SP:Iteration 18Q (159317.510000 sec): 3 clusters
  Score: Raw -13917030.920675 + Penalty 3900.048338 = -13913130.872337
  nChanged 1307
		SP:Iteration 19Q (159318.460000 sec): 3 clusters
  Score: Raw -13917209.953565 + Penalty 3900.048338 = -13913309.905228
  nChanged 1253
		SP:Iteration 20F (159319.330000 sec): 3 clusters
  Score: Raw -13917388.925060 + Penalty 3900.048338 = -13913488.876722
  nChanged 1255
		SP:Iteration 21Q (159320.270000 sec): 3 clusters
  Score: Raw -13917562.679791 + Penalty 3900.048338 = -13913662.631453
  nChanged 1211
		SP:Iteration 22Q (159321.190000 sec): 3 clusters
  Score: Raw -13917728.741357 + Penalty 3900.048338 = -13913828.693019
  nChanged 1220
		SP:Iteration 23Q (159322.050000 sec): 3 clusters
  Score: Raw -13917885.836391 + Penalty 3900.048338 = -13913985.788053
  nChanged 1132
		SP:Iteration 24Q (159322.860000 sec): 3 clusters
  Score: Raw -13918024.396503 + Penalty 3900.048338 = -13914124.348166
  nChanged 1037
		SP:Iteration 25Q (159323.690000 sec): 3 clusters
  Score: Raw -13918141.786148 + Penalty 3900.048338 = -13914241.737811
  nChanged 966
		SP:Iteration 26Q (159324.530000 sec): 3 clusters
  Score: Raw -13918252.804196 + Penalty 3900.048338 = -13914352.755858
  nChanged 956
		SP:Iteration 27Q (159325.410000 sec): 3 clusters
  Score: Raw -13918362.531307 + Penalty 3900.048338 = -13914462.482969
  nChanged 948
		SP:Iteration 28Q (159326.300000 sec): 3 clusters
  Score: Raw -13918459.749299 + Penalty 3900.048338 = -13914559.700962
  nChanged 868
		SP:Iteration 29Q (159327.250000 sec): 3 clusters
  Score: Raw -13918540.610605 + Penalty 3900.048338 = -13914640.562268
  nChanged 821
		SP:Iteration 30Q (159328.240000 sec): 3 clusters
  Score: Raw -13918618.456492 + Penalty 3900.048338 = -13914718.408154
  nChanged 769
		SP:Iteration 31Q (159329.160000 sec): 3 clusters
  Score: Raw -13918689.532686 + Penalty 3900.048338 = -13914789.484349
  nChanged 777
		SP:Iteration 32Q (159330.160000 sec): 3 clusters
  Score: Raw -13918763.924774 + Penalty 3900.048338 = -13914863.876436
  nChanged 778
		SP:Iteration 33Q (159331.050000 sec): 3 clusters
  Score: Raw -13918836.460386 + Penalty 3900.048338 = -13914936.412048
  nChanged 759
		SP:Iteration 34Q (159331.980000 sec): 3 clusters
  Score: Raw -13918907.237769 + Penalty 3900.048338 = -13915007.189431
  nChanged 720
		SP:Iteration 35Q (159332.880000 sec): 3 clusters
  Score: Raw -13918968.809247 + Penalty 3900.048338 = -13915068.760909
  nChanged 681
		SP:Iteration 36Q (159333.780000 sec): 3 clusters
  Score: Raw -13919026.905238 + Penalty 3900.048338 = -13915126.856900
  nChanged 682
		SP:Iteration 37Q (159334.680000 sec): 3 clusters
  Score: Raw -13919089.646446 + Penalty 3900.048338 = -13915189.598108
  nChanged 755
		SP:Iteration 38Q (159335.500000 sec): 3 clusters
  Score: Raw -13919163.920588 + Penalty 3900.048338 = -13915263.872250
  nChanged 844
		SP:Iteration 39Q (159336.340000 sec): 3 clusters
  Score: Raw -13919252.876652 + Penalty 3900.048338 = -13915352.828314
  nChanged 893
		SP:Iteration 40F (159337.150000 sec): 3 clusters
  Score: Raw -13919353.002149 + Penalty 3900.048338 = -13915452.953811
  nChanged 988
		SP:Iteration 41Q (159338.120000 sec): 3 clusters
  Score: Raw -13919473.727824 + Penalty 3900.048338 = -13915573.679486
  nChanged 1048
		SP:Iteration 42Q (159339.030000 sec): 3 clusters
  Score: Raw -13919607.900633 + Penalty 3900.048338 = -13915707.852295
  nChanged 1124
		SP:Iteration 43Q (159339.970000 sec): 3 clusters
  Score: Raw -13919757.713021 + Penalty 3900.048338 = -13915857.664683
  nChanged 1192
		SP:Iteration 44Q (159340.890000 sec): 3 clusters
  Score: Raw -13919917.130586 + Penalty 3900.048338 = -13916017.082248
  nChanged 1265
		SP:Iteration 45Q (159341.700000 sec): 3 clusters
  Score: Raw -13920099.639855 + Penalty 3900.048338 = -13916199.591517
  nChanged 1366
		SP:Iteration 46Q (159342.500000 sec): 3 clusters
  Score: Raw -13920311.403123 + Penalty 3900.048338 = -13916411.354785
  nChanged 1457
		SP:Iteration 47Q (159343.360000 sec): 3 clusters
  Score: Raw -13920550.721812 + Penalty 3900.048338 = -13916650.673474
  nChanged 1520
		SP:Iteration 48Q (159344.300000 sec): 3 clusters
  Score: Raw -13920808.509522 + Penalty 3900.048338 = -13916908.461184
  nChanged 1597
		SP:Iteration 49Q (159345.120000 sec): 3 clusters
  Score: Raw -13921089.612029 + Penalty 3900.048338 = -13917189.563691
  nChanged 1694
		SP:Iteration 50Q (159345.920000 sec): 3 clusters
  Score: Raw -13921414.779344 + Penalty 3900.048338 = -13917514.731007
  nChanged 1922
		SP:Iteration 51Q (159346.740000 sec): 3 clusters
  Score: Raw -13921807.495053 + Penalty 3900.048338 = -13917907.446715
  nChanged 1919
		SP:Iteration 52Q (159347.600000 sec): 3 clusters
  Score: Raw -13922215.104259 + Penalty 3900.048338 = -13918315.055921
  nChanged 2044
		SP:Iteration 53Q (159348.480000 sec): 3 clusters
  Score: Raw -13922669.083828 + Penalty 3900.048338 = -13918769.035490
  nChanged 2138
		SP:Iteration 54Q (159349.290000 sec): 3 clusters
  Score: Raw -13923167.766838 + Penalty 3900.048338 = -13919267.718500
  nChanged 2210
		SP:Iteration 55Q (159350.090000 sec): 3 clusters
  Score: Raw -13923707.854724 + Penalty 3900.048338 = -13919807.806387
  nChanged 2217
		SP:Iteration 56Q (159350.920000 sec): 3 clusters
  Score: Raw -13924265.550086 + Penalty 3900.048338 = -13920365.501748
  nChanged 2303
		SP:Iteration 57Q (159351.740000 sec): 3 clusters
  Score: Raw -13924878.011816 + Penalty 3900.048338 = -13920977.963478
  nChanged 2398
		SP:Iteration 58Q (159352.660000 sec): 3 clusters
  Score: Raw -13925562.986777 + Penalty 3900.048338 = -13921662.938439
  nChanged 2436
		SP:Iteration 59Q (159353.520000 sec): 3 clusters
  Score: Raw -13926290.337014 + Penalty 3900.048338 = -13922390.288676
  nChanged 2397
		SP:Iteration 60F (159354.380000 sec): 3 clusters
  Score: Raw -13927028.105439 + Penalty 3900.048338 = -13923128.057101
  nChanged 2439
		SP:Iteration 61Q (159355.340000 sec): 3 clusters
  Score: Raw -13927830.258086 + Penalty 3900.048338 = -13923930.209748
  nChanged 2452
		SP:Iteration 62Q (159356.200000 sec): 3 clusters
  Score: Raw -13928672.029559 + Penalty 3900.048338 = -13924771.981221
  nChanged 2410
		SP:Iteration 63Q (159357.070000 sec): 3 clusters
  Score: Raw -13929523.393057 + Penalty 3900.048338 = -13925623.344719
  nChanged 2346
		SP:Iteration 64Q (159357.980000 sec): 3 clusters
  Score: Raw -13930398.883502 + Penalty 3900.048338 = -13926498.835165
  nChanged 2271
		SP:Iteration 65Q (159358.850000 sec): 3 clusters
  Score: Raw -13931279.896525 + Penalty 3900.048338 = -13927379.848187
  nChanged 2191
		SP:Iteration 66Q (159359.650000 sec): 3 clusters
  Score: Raw -13932156.898717 + Penalty 3900.048338 = -13928256.850379
  nChanged 2104
		SP:Iteration 67Q (159360.460000 sec): 3 clusters
  Score: Raw -13933027.756903 + Penalty 3900.048338 = -13929127.708565
  nChanged 1965
		SP:Iteration 68Q (159361.240000 sec): 3 clusters
  Score: Raw -13933863.636053 + Penalty 3900.048338 = -13929963.587715
  nChanged 1832
		SP:Iteration 69Q (159362.080000 sec): 3 clusters
  Score: Raw -13934684.535165 + Penalty 3900.048338 = -13930784.486827
  nChanged 1795
		SP:Iteration 70Q (159363.000000 sec): 3 clusters
  Score: Raw -13935540.222208 + Penalty 3900.048338 = -13931640.173871
  nChanged 1627
		SP:Iteration 71Q (159363.790000 sec): 3 clusters
  Score: Raw -13936358.956915 + Penalty 3900.048338 = -13932458.908577
  nChanged 1514
		SP:Iteration 72Q (159364.680000 sec): 3 clusters
  Score: Raw -13937172.920127 + Penalty 3900.048338 = -13933272.871789
  nChanged 1336
		SP:Iteration 73Q (159365.450000 sec): 3 clusters
  Score: Raw -13937934.872865 + Penalty 3900.048338 = -13934034.824527
  nChanged 1139
		SP:Iteration 74Q (159366.310000 sec): 3 clusters
  Score: Raw -13938620.421082 + Penalty 3900.048338 = -13934720.372744
  nChanged 933
		SP:Iteration 75Q (159367.300000 sec): 3 clusters
  Score: Raw -13939224.424691 + Penalty 3900.048338 = -13935324.376353
  nChanged 686
		SP:Iteration 76Q (159368.120000 sec): 3 clusters
  Score: Raw -13939667.593150 + Penalty 3900.048338 = -13935767.544812
  nChanged 493
		SP:Iteration 77Q (159368.940000 sec): 3 clusters
  Score: Raw -13939996.642164 + Penalty 3900.048338 = -13936096.593826
  nChanged 346
		SP:Iteration 78Q (159369.630000 sec): 3 clusters
  Score: Raw -13940242.728847 + Penalty 3900.048338 = -13936342.680509
  nChanged 210
		SP:Iteration 79Q (159370.330000 sec): 3 clusters
  Score: Raw -13940390.232992 + Penalty 3900.048338 = -13936490.184654
  nChanged 114
		SP:Iteration 80F (159371.130000 sec): 3 clusters
  Score: Raw -13940469.958387 + Penalty 3900.048338 = -13936569.910049
  nChanged 74
		SP:Iteration 81Q (159371.890000 sec): 3 clusters
  Score: Raw -13940517.001903 + Penalty 3900.048338 = -13936616.953565
  nChanged 45
		SP:Iteration 82Q (159372.730000 sec): 3 clusters
  Score: Raw -13940554.579051 + Penalty 3900.048338 = -13936654.530714
  nChanged 41
		SP:Iteration 83Q (159373.560000 sec): 3 clusters
  Score: Raw -13940579.681006 + Penalty 3900.048338 = -13936679.632668
  nChanged 24
		SP:Iteration 84Q (159374.500000 sec): 3 clusters
  Score: Raw -13940595.227979 + Penalty 3900.048338 = -13936695.179641
  nChanged 23
		SP:Iteration 85Q (159375.320000 sec): 3 clusters
  Score: Raw -13940607.876149 + Penalty 3900.048338 = -13936707.827811
  nChanged 18
		SP:Iteration 86Q (159376.130000 sec): 3 clusters
  Score: Raw -13940620.243249 + Penalty 3900.048338 = -13936720.194912
  nChanged 14
		SP:Iteration 87Q (159376.930000 sec): 3 clusters
  Score: Raw -13940630.148702 + Penalty 3900.048338 = -13936730.100365
  nChanged 9
		SP:Iteration 88Q (159377.730000 sec): 3 clusters
  Score: Raw -13940634.569966 + Penalty 3900.048338 = -13936734.521629
  nChanged 4
		SP:Iteration 89Q (159378.630000 sec): 3 clusters
  Score: Raw -13940638.804975 + Penalty 3900.048338 = -13936738.756638
  nChanged 4
		SP:Iteration 90Q (159379.460000 sec): 3 clusters
  Score: Raw -13940641.426026 + Penalty 3900.048338 = -13936741.377688
  nChanged 3
		SP:Iteration 91Q (159380.260000 sec): 3 clusters
  Score: Raw -13940642.980123 + Penalty 3900.048338 = -13936742.931785
  nChanged 3
		SP:Iteration 92Q (159381.020000 sec): 3 clusters
  Score: Raw -13940644.083345 + Penalty 3900.048338 = -13936744.035007
  nChanged 2
		SP:Iteration 93Q (159381.800000 sec): 3 clusters
  Score: Raw -13940644.678656 + Penalty 3900.048338 = -13936744.630319
  nChanged 0
		SP:Iteration 94F (159382.590000 sec): 3 clusters
  Score: Raw -13940644.678656 + Penalty 3900.048338 = -13936744.630319
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 6 (27852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159382.860000 sec): 2 clusters
  Score: Raw -2276296.556945 + Penalty 1663.132259 = -2274633.424686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159383.170000 sec): 3 clusters
  Score: Raw -2259361.141001 + Penalty 3326.264518 = -2256034.876483
  nChanged 12808
		SP:Iteration 1F (159383.450000 sec): 3 clusters
  Score: Raw -2267027.746218 + Penalty 3326.264518 = -2263701.481700
  nChanged 1737
		SP:Iteration 2F (159383.780000 sec): 3 clusters
  Score: Raw -2268014.549823 + Penalty 3326.264518 = -2264688.285305
  nChanged 1870
		SP:Iteration 3F (159384.140000 sec): 3 clusters
  Score: Raw -2269309.972741 + Penalty 3326.264518 = -2265983.708223
  nChanged 2066
		SP:Iteration 4F (159384.430000 sec): 3 clusters
  Score: Raw -2271105.735276 + Penalty 3326.264518 = -2267779.470757
  nChanged 2113
		SP:Iteration 5F (159384.740000 sec): 3 clusters
  Score: Raw -2272998.438111 + Penalty 3326.264518 = -2269672.173592
  nChanged 1886
		SP:Iteration 6F (159385.010000 sec): 3 clusters
  Score: Raw -2274391.379513 + Penalty 3326.264518 = -2271065.114995
  nChanged 1422
		SP:Iteration 7F (159385.330000 sec): 3 clusters
  Score: Raw -2275254.605765 + Penalty 3326.264518 = -2271928.341247
  nChanged 1028
		SP:Iteration 8Q (159385.610000 sec): 3 clusters
  Score: Raw -2275784.443973 + Penalty 3326.264518 = -2272458.179455
  nChanged 760
		SP:Iteration 9Q (159385.930000 sec): 3 clusters
  Score: Raw -2276121.426070 + Penalty 3326.264518 = -2272795.161552
  nChanged 543
		SP:Iteration 10Q (159386.260000 sec): 3 clusters
  Score: Raw -2276307.994827 + Penalty 3326.264518 = -2272981.730308
  nChanged 383
		SP:Iteration 11Q (159386.580000 sec): 3 clusters
  Score: Raw -2276414.348531 + Penalty 3326.264518 = -2273088.084013
  nChanged 321
		SP:Iteration 12Q (159386.910000 sec): 3 clusters
  Score: Raw -2276488.958252 + Penalty 3326.264518 = -2273162.693734
  nChanged 248
		SP:Iteration 13Q (159387.230000 sec): 3 clusters
  Score: Raw -2276546.392799 + Penalty 3326.264518 = -2273220.128281
  nChanged 226
		SP:Iteration 14Q (159387.630000 sec): 3 clusters
  Score: Raw -2276589.850207 + Penalty 3326.264518 = -2273263.585688
  nChanged 176
		SP:Iteration 15Q (159387.910000 sec): 3 clusters
  Score: Raw -2276622.804303 + Penalty 3326.264518 = -2273296.539784
  nChanged 188
		SP:Iteration 16Q (159388.190000 sec): 3 clusters
  Score: Raw -2276653.961071 + Penalty 3326.264518 = -2273327.696553
  nChanged 145
		SP:Iteration 17Q (159388.520000 sec): 3 clusters
  Score: Raw -2276675.978220 + Penalty 3326.264518 = -2273349.713702
  nChanged 135
		SP:Iteration 18Q (159388.870000 sec): 3 clusters
  Score: Raw -2276695.363147 + Penalty 3326.264518 = -2273369.098628
  nChanged 120
		SP:Iteration 19Q (159389.150000 sec): 3 clusters
  Score: Raw -2276712.510951 + Penalty 3326.264518 = -2273386.246433
  nChanged 131
		SP:Iteration 20F (159389.450000 sec): 3 clusters
  Score: Raw -2276732.924346 + Penalty 3326.264518 = -2273406.659827
  nChanged 128
		SP:Iteration 21Q (159389.730000 sec): 3 clusters
  Score: Raw -2276753.978626 + Penalty 3326.264518 = -2273427.714108
  nChanged 125
		SP:Iteration 22Q (159390.020000 sec): 3 clusters
  Score: Raw -2276773.596075 + Penalty 3326.264518 = -2273447.331557
  nChanged 123
		SP:Iteration 23Q (159390.320000 sec): 3 clusters
  Score: Raw -2276792.625024 + Penalty 3326.264518 = -2273466.360505
  nChanged 114
		SP:Iteration 24Q (159390.620000 sec): 3 clusters
  Score: Raw -2276809.107870 + Penalty 3326.264518 = -2273482.843352
  nChanged 106
		SP:Iteration 25Q (159390.890000 sec): 3 clusters
  Score: Raw -2276825.981625 + Penalty 3326.264518 = -2273499.717107
  nChanged 102
		SP:Iteration 26Q (159391.200000 sec): 3 clusters
  Score: Raw -2276841.937983 + Penalty 3326.264518 = -2273515.673465
  nChanged 119
		SP:Iteration 27Q (159391.490000 sec): 3 clusters
  Score: Raw -2276860.209045 + Penalty 3326.264518 = -2273533.944527
  nChanged 117
		SP:Iteration 28Q (159391.830000 sec): 3 clusters
  Score: Raw -2276878.068868 + Penalty 3326.264518 = -2273551.804349
  nChanged 111
		SP:Iteration 29Q (159392.110000 sec): 3 clusters
  Score: Raw -2276895.427979 + Penalty 3326.264518 = -2273569.163461
  nChanged 101
		SP:Iteration 30Q (159392.390000 sec): 3 clusters
  Score: Raw -2276910.424302 + Penalty 3326.264518 = -2273584.159783
  nChanged 95
		SP:Iteration 31Q (159392.710000 sec): 3 clusters
  Score: Raw -2276924.233184 + Penalty 3326.264518 = -2273597.968666
  nChanged 90
		SP:Iteration 32Q (159392.980000 sec): 3 clusters
  Score: Raw -2276936.552379 + Penalty 3326.264518 = -2273610.287861
  nChanged 88
		SP:Iteration 33Q (159393.320000 sec): 3 clusters
  Score: Raw -2276948.249175 + Penalty 3326.264518 = -2273621.984657
  nChanged 94
		SP:Iteration 34Q (159393.630000 sec): 3 clusters
  Score: Raw -2276962.060393 + Penalty 3326.264518 = -2273635.795875
  nChanged 111
		SP:Iteration 35Q (159393.970000 sec): 3 clusters
  Score: Raw -2276978.171938 + Penalty 3326.264518 = -2273651.907420
  nChanged 116
		SP:Iteration 36Q (159394.330000 sec): 3 clusters
  Score: Raw -2276995.567918 + Penalty 3326.264518 = -2273669.303400
  nChanged 110
		SP:Iteration 37Q (159394.660000 sec): 3 clusters
  Score: Raw -2277010.224704 + Penalty 3326.264518 = -2273683.960185
  nChanged 117
		SP:Iteration 38Q (159394.940000 sec): 3 clusters
  Score: Raw -2277026.027390 + Penalty 3326.264518 = -2273699.762871
  nChanged 123
		SP:Iteration 39Q (159395.210000 sec): 3 clusters
  Score: Raw -2277044.266965 + Penalty 3326.264518 = -2273718.002446
  nChanged 119
		SP:Iteration 40F (159395.560000 sec): 3 clusters
  Score: Raw -2277065.445742 + Penalty 3326.264518 = -2273739.181224
  nChanged 111
		SP:Iteration 41Q (159395.910000 sec): 3 clusters
  Score: Raw -2277086.419918 + Penalty 3326.264518 = -2273760.155400
  nChanged 125
		SP:Iteration 42Q (159396.230000 sec): 3 clusters
  Score: Raw -2277107.622876 + Penalty 3326.264518 = -2273781.358357
  nChanged 140
		SP:Iteration 43Q (159396.550000 sec): 3 clusters
  Score: Raw -2277133.507039 + Penalty 3326.264518 = -2273807.242521
  nChanged 145
		SP:Iteration 44Q (159396.840000 sec): 3 clusters
  Score: Raw -2277156.292779 + Penalty 3326.264518 = -2273830.028261
  nChanged 128
		SP:Iteration 45Q (159397.200000 sec): 3 clusters
  Score: Raw -2277176.107678 + Penalty 3326.264518 = -2273849.843160
  nChanged 134
		SP:Iteration 46Q (159397.570000 sec): 3 clusters
  Score: Raw -2277195.602143 + Penalty 3326.264518 = -2273869.337625
  nChanged 118
		SP:Iteration 47Q (159397.920000 sec): 3 clusters
  Score: Raw -2277215.212997 + Penalty 3326.264518 = -2273888.948479
  nChanged 134
		SP:Iteration 48Q (159398.260000 sec): 3 clusters
  Score: Raw -2277240.122188 + Penalty 3326.264518 = -2273913.857670
  nChanged 120
		SP:Iteration 49Q (159398.580000 sec): 3 clusters
  Score: Raw -2277260.442457 + Penalty 3326.264518 = -2273934.177939
  nChanged 120
		SP:Iteration 50Q (159398.820000 sec): 3 clusters
  Score: Raw -2277280.031487 + Penalty 3326.264518 = -2273953.766968
  nChanged 133
		SP:Iteration 51Q (159399.120000 sec): 3 clusters
  Score: Raw -2277300.470987 + Penalty 3326.264518 = -2273974.206469
  nChanged 131
		SP:Iteration 52Q (159399.420000 sec): 3 clusters
  Score: Raw -2277323.025800 + Penalty 3326.264518 = -2273996.761282
  nChanged 138
		SP:Iteration 53Q (159399.730000 sec): 3 clusters
  Score: Raw -2277347.362366 + Penalty 3326.264518 = -2274021.097848
  nChanged 118
		SP:Iteration 54Q (159399.980000 sec): 3 clusters
  Score: Raw -2277366.550910 + Penalty 3326.264518 = -2274040.286392
  nChanged 107
		SP:Iteration 55Q (159400.260000 sec): 3 clusters
  Score: Raw -2277382.532660 + Penalty 3326.264518 = -2274056.268142
  nChanged 91
		SP:Iteration 56Q (159400.530000 sec): 3 clusters
  Score: Raw -2277395.664338 + Penalty 3326.264518 = -2274069.399820
  nChanged 102
		SP:Iteration 57Q (159400.800000 sec): 3 clusters
  Score: Raw -2277410.641566 + Penalty 3326.264518 = -2274084.377048
  nChanged 97
		SP:Iteration 58Q (159401.080000 sec): 3 clusters
  Score: Raw -2277423.930811 + Penalty 3326.264518 = -2274097.666292
  nChanged 95
		SP:Iteration 59Q (159401.420000 sec): 3 clusters
  Score: Raw -2277438.634553 + Penalty 3326.264518 = -2274112.370034
  nChanged 84
		SP:Iteration 60F (159401.730000 sec): 3 clusters
  Score: Raw -2277451.644183 + Penalty 3326.264518 = -2274125.379665
  nChanged 87
		SP:Iteration 61Q (159402.020000 sec): 3 clusters
  Score: Raw -2277462.269258 + Penalty 3326.264518 = -2274136.004740
  nChanged 74
		SP:Iteration 62Q (159402.390000 sec): 3 clusters
  Score: Raw -2277471.090971 + Penalty 3326.264518 = -2274144.826452
  nChanged 62
		SP:Iteration 63Q (159402.670000 sec): 3 clusters
  Score: Raw -2277478.682321 + Penalty 3326.264518 = -2274152.417803
  nChanged 57
		SP:Iteration 64Q (159402.970000 sec): 3 clusters
  Score: Raw -2277486.498894 + Penalty 3326.264518 = -2274160.234376
  nChanged 57
		SP:Iteration 65Q (159403.310000 sec): 3 clusters
  Score: Raw -2277493.711660 + Penalty 3326.264518 = -2274167.447141
  nChanged 62
		SP:Iteration 66Q (159403.630000 sec): 3 clusters
  Score: Raw -2277500.367752 + Penalty 3326.264518 = -2274174.103234
  nChanged 44
		SP:Iteration 67Q (159403.930000 sec): 3 clusters
  Score: Raw -2277505.284656 + Penalty 3326.264518 = -2274179.020138
  nChanged 35
		SP:Iteration 68Q (159404.260000 sec): 3 clusters
  Score: Raw -2277508.417544 + Penalty 3326.264518 = -2274182.153026
  nChanged 32
		SP:Iteration 69Q (159404.570000 sec): 3 clusters
  Score: Raw -2277511.235173 + Penalty 3326.264518 = -2274184.970655
  nChanged 23
		SP:Iteration 70Q (159404.820000 sec): 3 clusters
  Score: Raw -2277512.850745 + Penalty 3326.264518 = -2274186.586227
  nChanged 19
		SP:Iteration 71Q (159405.110000 sec): 3 clusters
  Score: Raw -2277514.035670 + Penalty 3326.264518 = -2274187.771152
  nChanged 14
		SP:Iteration 72Q (159405.430000 sec): 3 clusters
  Score: Raw -2277515.289327 + Penalty 3326.264518 = -2274189.024809
  nChanged 20
		SP:Iteration 73Q (159405.720000 sec): 3 clusters
  Score: Raw -2277516.566793 + Penalty 3326.264518 = -2274190.302275
  nChanged 11
		SP:Iteration 74Q (159406.060000 sec): 3 clusters
  Score: Raw -2277517.142268 + Penalty 3326.264518 = -2274190.877749
  nChanged 7
		SP:Iteration 75Q (159406.370000 sec): 3 clusters
  Score: Raw -2277517.508695 + Penalty 3326.264518 = -2274191.244176
  nChanged 6
		SP:Iteration 76Q (159406.670000 sec): 3 clusters
  Score: Raw -2277517.813597 + Penalty 3326.264518 = -2274191.549079
  nChanged 5
		SP:Iteration 77Q (159406.960000 sec): 3 clusters
  Score: Raw -2277518.063078 + Penalty 3326.264518 = -2274191.798560
  nChanged 6
		SP:Iteration 78Q (159407.290000 sec): 3 clusters
  Score: Raw -2277518.330924 + Penalty 3326.264518 = -2274192.066405
  nChanged 6
		SP:Iteration 79Q (159407.580000 sec): 3 clusters
  Score: Raw -2277518.611519 + Penalty 3326.264518 = -2274192.347001
  nChanged 4
		SP:Iteration 80F (159407.900000 sec): 3 clusters
  Score: Raw -2277518.862812 + Penalty 3326.264518 = -2274192.598294
  nChanged 1
		SP:Iteration 81Q (159408.200000 sec): 3 clusters
  Score: Raw -2277518.891805 + Penalty 3326.264518 = -2274192.627287
  nChanged 1
		SP:Iteration 82Q (159408.490000 sec): 3 clusters
  Score: Raw -2277518.916917 + Penalty 3326.264518 = -2274192.652399
  nChanged 1
		SP:Iteration 83Q (159408.770000 sec): 3 clusters
  Score: Raw -2277518.956522 + Penalty 3326.264518 = -2274192.692003
  nChanged 0
		SP:Iteration 84F (159409.070000 sec): 3 clusters
  Score: Raw -2277518.956522 + Penalty 3326.264518 = -2274192.692003
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 7 (4894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159409.190000 sec): 2 clusters
  Score: Raw -391127.235281 + Penalty 1380.561852 = -389746.673429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159409.370000 sec): 3 clusters
  Score: Raw -388583.363771 + Penalty 2761.123704 = -385822.240066
  nChanged 1978
		SP:Iteration 1F (159409.580000 sec): 3 clusters
  Score: Raw -389741.960612 + Penalty 2761.123704 = -386980.836908
  nChanged 338
		SP:Iteration 2F (159409.790000 sec): 3 clusters
  Score: Raw -389957.492642 + Penalty 2761.123704 = -387196.368938
  nChanged 297
		SP:Iteration 3F (159409.970000 sec): 3 clusters
  Score: Raw -390188.342489 + Penalty 2761.123704 = -387427.218784
  nChanged 255
		SP:Iteration 4F (159410.150000 sec): 3 clusters
  Score: Raw -390394.860573 + Penalty 2761.123704 = -387633.736868
  nChanged 279
		SP:Iteration 5F (159410.340000 sec): 3 clusters
  Score: Raw -390598.568245 + Penalty 2761.123704 = -387837.444540
  nChanged 240
		SP:Iteration 6Q (159410.560000 sec): 3 clusters
  Score: Raw -390761.103171 + Penalty 2761.123704 = -387999.979467
  nChanged 214
		SP:Iteration 7Q (159410.770000 sec): 3 clusters
  Score: Raw -390897.276727 + Penalty 2761.123704 = -388136.153023
  nChanged 194
		SP:Iteration 8Q (159410.950000 sec): 3 clusters
  Score: Raw -391015.958964 + Penalty 2761.123704 = -388254.835260
  nChanged 189
		SP:Iteration 9Q (159411.100000 sec): 3 clusters
  Score: Raw -391135.825535 + Penalty 2761.123704 = -388374.701831
  nChanged 179
		SP:Iteration 10Q (159411.320000 sec): 3 clusters
  Score: Raw -391248.519314 + Penalty 2761.123704 = -388487.395610
  nChanged 154
		SP:Iteration 11Q (159411.520000 sec): 3 clusters
  Score: Raw -391358.571590 + Penalty 2761.123704 = -388597.447886
  nChanged 174
		SP:Iteration 12Q (159411.720000 sec): 3 clusters
  Score: Raw -391472.520158 + Penalty 2761.123704 = -388711.396454
  nChanged 134
		SP:Iteration 13Q (159411.880000 sec): 3 clusters
  Score: Raw -391562.311374 + Penalty 2761.123704 = -388801.187670
  nChanged 112
		SP:Iteration 14Q (159412.110000 sec): 3 clusters
  Score: Raw -391627.394268 + Penalty 2761.123704 = -388866.270564
  nChanged 92
		SP:Iteration 15Q (159412.310000 sec): 3 clusters
  Score: Raw -391675.744853 + Penalty 2761.123704 = -388914.621149
  nChanged 75
		SP:Iteration 16Q (159412.510000 sec): 3 clusters
  Score: Raw -391711.125400 + Penalty 2761.123704 = -388950.001696
  nChanged 45
		SP:Iteration 17Q (159412.680000 sec): 3 clusters
  Score: Raw -391728.519862 + Penalty 2761.123704 = -388967.396158
  nChanged 35
		SP:Iteration 18Q (159412.870000 sec): 3 clusters
  Score: Raw -391740.040433 + Penalty 2761.123704 = -388978.916729
  nChanged 26
		SP:Iteration 19Q (159413.130000 sec): 3 clusters
  Score: Raw -391745.884462 + Penalty 2761.123704 = -388984.760758
  nChanged 16
		SP:Iteration 20F (159413.300000 sec): 3 clusters
  Score: Raw -391749.266047 + Penalty 2761.123704 = -388988.142343
  nChanged 13
		SP:Iteration 21Q (159413.490000 sec): 3 clusters
  Score: Raw -391751.698242 + Penalty 2761.123704 = -388990.574538
  nChanged 9
		SP:Iteration 22Q (159413.690000 sec): 3 clusters
  Score: Raw -391754.069019 + Penalty 2761.123704 = -388992.945315
  nChanged 7
		SP:Iteration 23Q (159413.920000 sec): 3 clusters
  Score: Raw -391755.087428 + Penalty 2761.123704 = -388993.963724
  nChanged 5
		SP:Iteration 24Q (159414.120000 sec): 3 clusters
  Score: Raw -391755.696843 + Penalty 2761.123704 = -388994.573139
  nChanged 2
		SP:Iteration 25Q (159414.310000 sec): 3 clusters
  Score: Raw -391756.102124 + Penalty 2761.123704 = -388994.978419
  nChanged 2
		SP:Iteration 26Q (159414.520000 sec): 3 clusters
  Score: Raw -391756.313887 + Penalty 2761.123704 = -388995.190183
  nChanged 0
		SP:Iteration 27F (159414.710000 sec): 3 clusters
  Score: Raw -391756.313887 + Penalty 2761.123704 = -388995.190183
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 8 (3354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159414.800000 sec): 2 clusters
  Score: Raw -279858.644700 + Penalty 1319.160203 = -278539.484496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159414.970000 sec): 3 clusters
  Score: Raw -278241.628357 + Penalty 2638.320406 = -275603.307951
  nChanged 1242
		SP:Iteration 1F (159415.170000 sec): 3 clusters
  Score: Raw -279036.790672 + Penalty 2638.320406 = -276398.470265
  nChanged 289
		SP:Iteration 2F (159415.370000 sec): 3 clusters
  Score: Raw -279272.909630 + Penalty 2638.320406 = -276634.589224
  nChanged 212
		SP:Iteration 3F (159415.540000 sec): 3 clusters
  Score: Raw -279457.166474 + Penalty 2638.320406 = -276818.846068
  nChanged 197
		SP:Iteration 4F (159415.760000 sec): 3 clusters
  Score: Raw -279654.093536 + Penalty 2638.320406 = -277015.773130
  nChanged 176
		SP:Iteration 5F (159415.960000 sec): 3 clusters
  Score: Raw -279817.935070 + Penalty 2638.320406 = -277179.614664
  nChanged 140
		SP:Iteration 6Q (159416.120000 sec): 3 clusters
  Score: Raw -279923.122752 + Penalty 2638.320406 = -277284.802346
  nChanged 103
		SP:Iteration 7Q (159416.300000 sec): 3 clusters
  Score: Raw -279997.183119 + Penalty 2638.320406 = -277358.862712
  nChanged 100
		SP:Iteration 8Q (159416.490000 sec): 3 clusters
  Score: Raw -280064.349333 + Penalty 2638.320406 = -277426.028926
  nChanged 89
		SP:Iteration 9Q (159416.640000 sec): 3 clusters
  Score: Raw -280124.044137 + Penalty 2638.320406 = -277485.723731
  nChanged 89
		SP:Iteration 10Q (159416.890000 sec): 3 clusters
  Score: Raw -280176.661041 + Penalty 2638.320406 = -277538.340634
  nChanged 66
		SP:Iteration 11Q (159417.040000 sec): 3 clusters
  Score: Raw -280211.406963 + Penalty 2638.320406 = -277573.086557
  nChanged 48
		SP:Iteration 12Q (159417.200000 sec): 3 clusters
  Score: Raw -280238.296787 + Penalty 2638.320406 = -277599.976381
  nChanged 42
		SP:Iteration 13Q (159417.360000 sec): 3 clusters
  Score: Raw -280262.635080 + Penalty 2638.320406 = -277624.314674
  nChanged 38
		SP:Iteration 14Q (159417.580000 sec): 3 clusters
  Score: Raw -280280.833262 + Penalty 2638.320406 = -277642.512856
  nChanged 27
		SP:Iteration 15Q (159417.760000 sec): 3 clusters
  Score: Raw -280293.271699 + Penalty 2638.320406 = -277654.951293
  nChanged 37
		SP:Iteration 16Q (159417.920000 sec): 3 clusters
  Score: Raw -280312.549081 + Penalty 2638.320406 = -277674.228675
  nChanged 38
		SP:Iteration 17Q (159418.140000 sec): 3 clusters
  Score: Raw -280332.057429 + Penalty 2638.320406 = -277693.737022
  nChanged 41
		SP:Iteration 18Q (159418.290000 sec): 3 clusters
  Score: Raw -280359.374109 + Penalty 2638.320406 = -277721.053703
  nChanged 56
		SP:Iteration 19Q (159418.460000 sec): 3 clusters
  Score: Raw -280394.397859 + Penalty 2638.320406 = -277756.077452
  nChanged 60
		SP:Iteration 20F (159418.640000 sec): 3 clusters
  Score: Raw -280443.755016 + Penalty 2638.320406 = -277805.434609
  nChanged 63
		SP:Iteration 21Q (159418.790000 sec): 3 clusters
  Score: Raw -280495.608063 + Penalty 2638.320406 = -277857.287657
  nChanged 91
		SP:Iteration 22Q (159418.970000 sec): 3 clusters
  Score: Raw -280595.637159 + Penalty 2638.320406 = -277957.316753
  nChanged 132
		SP:Iteration 23Q (159419.110000 sec): 3 clusters
  Score: Raw -280810.506984 + Penalty 2638.320406 = -278172.186577
  nChanged 212
		SP:Iteration 24F (159419.300000 sec): 3 clusters
  Score: Raw -281290.205721 + Penalty 2638.320406 = -278651.885315
  nChanged 189
		SP:Iteration 25F (159419.480000 sec): 3 clusters
  Score: Raw -281628.447196 + Penalty 2638.320406 = -278990.126789
  nChanged 84
		SP:Iteration 26Q (159419.630000 sec): 3 clusters
  Score: Raw -281715.691029 + Penalty 2638.320406 = -279077.370623
  nChanged 19
		SP:Iteration 27Q (159419.810000 sec): 3 clusters
  Score: Raw -281733.039654 + Penalty 2638.320406 = -279094.719247
  nChanged 8
		SP:Iteration 28Q (159420.030000 sec): 3 clusters
  Score: Raw -281739.720819 + Penalty 2638.320406 = -279101.400413
  nChanged 8
		SP:Iteration 29Q (159420.240000 sec): 3 clusters
  Score: Raw -281745.588162 + Penalty 2638.320406 = -279107.267756
  nChanged 7
		SP:Iteration 30Q (159420.420000 sec): 3 clusters
  Score: Raw -281748.689825 + Penalty 2638.320406 = -279110.369419
  nChanged 1
		SP:Iteration 31Q (159420.610000 sec): 3 clusters
  Score: Raw -281749.318777 + Penalty 2638.320406 = -279110.998370
  nChanged 0
		SP:Iteration 32F (159420.820000 sec): 3 clusters
  Score: Raw -281749.318777 + Penalty 2638.320406 = -279110.998370
  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 10.71 GB.

 Trying to split cluster 9 (9460 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159420.950000 sec): 2 clusters
  Score: Raw -814993.051368 + Penalty 1487.659495 = -813505.391873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159421.200000 sec): 3 clusters
  Score: Raw -809702.839387 + Penalty 2975.318990 = -806727.520397
  nChanged 4014
		SP:Iteration 1F (159421.390000 sec): 3 clusters
  Score: Raw -811964.025453 + Penalty 2975.318990 = -808988.706463
  nChanged 657
		SP:Iteration 2F (159421.600000 sec): 3 clusters
  Score: Raw -812338.216411 + Penalty 2975.318990 = -809362.897421
  nChanged 600
		SP:Iteration 3F (159421.820000 sec): 3 clusters
  Score: Raw -812666.523556 + Penalty 2975.318990 = -809691.204566
  nChanged 531
		SP:Iteration 4F (159422.050000 sec): 3 clusters
  Score: Raw -812970.876694 + Penalty 2975.318990 = -809995.557704
  nChanged 508
		SP:Iteration 5F (159422.290000 sec): 3 clusters
  Score: Raw -813264.468102 + Penalty 2975.318990 = -810289.149112
  nChanged 491
		SP:Iteration 6F (159422.510000 sec): 3 clusters
  Score: Raw -813586.273450 + Penalty 2975.318990 = -810610.954459
  nChanged 454
		SP:Iteration 7Q (159422.750000 sec): 3 clusters
  Score: Raw -813911.774110 + Penalty 2975.318990 = -810936.455120
  nChanged 420
		SP:Iteration 8Q (159423.010000 sec): 3 clusters
  Score: Raw -814221.822123 + Penalty 2975.318990 = -811246.503133
  nChanged 357
		SP:Iteration 9Q (159423.200000 sec): 3 clusters
  Score: Raw -814481.065422 + Penalty 2975.318990 = -811505.746431
  nChanged 287
		SP:Iteration 10Q (159423.450000 sec): 3 clusters
  Score: Raw -814686.957586 + Penalty 2975.318990 = -811711.638596
  nChanged 191
		SP:Iteration 11Q (159423.650000 sec): 3 clusters
  Score: Raw -814835.611135 + Penalty 2975.318990 = -811860.292144
  nChanged 156
		SP:Iteration 12Q (159423.880000 sec): 3 clusters
  Score: Raw -814959.959879 + Penalty 2975.318990 = -811984.640889
  nChanged 121
		SP:Iteration 13Q (159424.130000 sec): 3 clusters
  Score: Raw -815034.700499 + Penalty 2975.318990 = -812059.381509
  nChanged 90
		SP:Iteration 14Q (159424.310000 sec): 3 clusters
  Score: Raw -815088.917092 + Penalty 2975.318990 = -812113.598102
  nChanged 80
		SP:Iteration 15Q (159424.510000 sec): 3 clusters
  Score: Raw -815135.700295 + Penalty 2975.318990 = -812160.381305
  nChanged 58
		SP:Iteration 16Q (159424.750000 sec): 3 clusters
  Score: Raw -815169.901888 + Penalty 2975.318990 = -812194.582898
  nChanged 53
		SP:Iteration 17Q (159424.950000 sec): 3 clusters
  Score: Raw -815194.597448 + Penalty 2975.318990 = -812219.278458
  nChanged 38
		SP:Iteration 18Q (159425.160000 sec): 3 clusters
  Score: Raw -815209.773619 + Penalty 2975.318990 = -812234.454629
  nChanged 29
		SP:Iteration 19Q (159425.410000 sec): 3 clusters
  Score: Raw -815222.079962 + Penalty 2975.318990 = -812246.760972
  nChanged 27
		SP:Iteration 20F (159425.600000 sec): 3 clusters
  Score: Raw -815234.942954 + Penalty 2975.318990 = -812259.623964
  nChanged 24
		SP:Iteration 21Q (159425.840000 sec): 3 clusters
  Score: Raw -815246.085481 + Penalty 2975.318990 = -812270.766491
  nChanged 25
		SP:Iteration 22Q (159426.060000 sec): 3 clusters
  Score: Raw -815256.500129 + Penalty 2975.318990 = -812281.181139
  nChanged 23
		SP:Iteration 23Q (159426.260000 sec): 3 clusters
  Score: Raw -815265.295016 + Penalty 2975.318990 = -812289.976026
  nChanged 14
		SP:Iteration 24Q (159426.470000 sec): 3 clusters
  Score: Raw -815270.733895 + Penalty 2975.318990 = -812295.414905
  nChanged 10
		SP:Iteration 25Q (159426.680000 sec): 3 clusters
  Score: Raw -815273.908620 + Penalty 2975.318990 = -812298.589630
  nChanged 8
		SP:Iteration 26Q (159426.890000 sec): 3 clusters
  Score: Raw -815276.307878 + Penalty 2975.318990 = -812300.988888
  nChanged 7
		SP:Iteration 27Q (159427.080000 sec): 3 clusters
  Score: Raw -815278.140203 + Penalty 2975.318990 = -812302.821212
  nChanged 5
		SP:Iteration 28Q (159427.320000 sec): 3 clusters
  Score: Raw -815280.040579 + Penalty 2975.318990 = -812304.721589
  nChanged 4
		SP:Iteration 29Q (159427.500000 sec): 3 clusters
  Score: Raw -815281.207992 + Penalty 2975.318990 = -812305.889002
  nChanged 2
		SP:Iteration 30Q (159427.740000 sec): 3 clusters
  Score: Raw -815282.044661 + Penalty 2975.318990 = -812306.725670
  nChanged 5
		SP:Iteration 31Q (159427.960000 sec): 3 clusters
  Score: Raw -815284.418525 + Penalty 2975.318990 = -812309.099534
  nChanged 5
		SP:Iteration 32Q (159428.210000 sec): 3 clusters
  Score: Raw -815286.512592 + Penalty 2975.318990 = -812311.193602
  nChanged 6
		SP:Iteration 33Q (159428.410000 sec): 3 clusters
  Score: Raw -815289.764174 + Penalty 2975.318990 = -812314.445184
  nChanged 11
		SP:Iteration 34Q (159428.630000 sec): 3 clusters
  Score: Raw -815295.433700 + Penalty 2975.318990 = -812320.114710
  nChanged 9
		SP:Iteration 35Q (159428.870000 sec): 3 clusters
  Score: Raw -815299.800967 + Penalty 2975.318990 = -812324.481977
  nChanged 3
		SP:Iteration 36Q (159429.110000 sec): 3 clusters
  Score: Raw -815300.438941 + Penalty 2975.318990 = -812325.119951
  nChanged 1
		SP:Iteration 37Q (159429.280000 sec): 3 clusters
  Score: Raw -815300.632482 + Penalty 2975.318990 = -812325.313492
  nChanged 2
		SP:Iteration 38Q (159429.490000 sec): 3 clusters
  Score: Raw -815301.088695 + Penalty 2975.318990 = -812325.769704
  nChanged 0
		SP:Iteration 39F (159429.710000 sec): 3 clusters
  Score: Raw -815301.088695 + Penalty 2975.318990 = -812325.769704
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 10 (9635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159429.820000 sec): 2 clusters
  Score: Raw -816615.660149 + Penalty 1490.638107 = -815125.022042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159430.080000 sec): 3 clusters
  Score: Raw -811187.884639 + Penalty 2981.276214 = -808206.608425
  nChanged 4131
		SP:Iteration 1F (159430.230000 sec): 3 clusters
  Score: Raw -813331.947798 + Penalty 2981.276214 = -810350.671584
  nChanged 545
		SP:Iteration 2F (159430.470000 sec): 3 clusters
  Score: Raw -813547.079460 + Penalty 2981.276214 = -810565.803246
  nChanged 467
		SP:Iteration 3Q (159430.660000 sec): 3 clusters
  Score: Raw -813738.311098 + Penalty 2981.276214 = -810757.034884
  nChanged 436
		SP:Iteration 4Q (159430.900000 sec): 3 clusters
  Score: Raw -813920.214612 + Penalty 2981.276214 = -810938.938398
  nChanged 397
		SP:Iteration 5Q (159431.130000 sec): 3 clusters
  Score: Raw -814091.872060 + Penalty 2981.276214 = -811110.595846
  nChanged 405
		SP:Iteration 6Q (159431.340000 sec): 3 clusters
  Score: Raw -814270.776464 + Penalty 2981.276214 = -811289.500250
  nChanged 395
		SP:Iteration 7Q (159431.560000 sec): 3 clusters
  Score: Raw -814453.642220 + Penalty 2981.276214 = -811472.366006
  nChanged 371
		SP:Iteration 8Q (159431.750000 sec): 3 clusters
  Score: Raw -814609.704390 + Penalty 2981.276214 = -811628.428176
  nChanged 317
		SP:Iteration 9Q (159431.970000 sec): 3 clusters
  Score: Raw -814728.780063 + Penalty 2981.276214 = -811747.503849
  nChanged 262
		SP:Iteration 10Q (159432.230000 sec): 3 clusters
  Score: Raw -814819.901471 + Penalty 2981.276214 = -811838.625257
  nChanged 228
		SP:Iteration 11Q (159432.460000 sec): 3 clusters
  Score: Raw -814886.203585 + Penalty 2981.276214 = -811904.927371
  nChanged 205
		SP:Iteration 12Q (159432.670000 sec): 3 clusters
  Score: Raw -814944.343537 + Penalty 2981.276214 = -811963.067323
  nChanged 192
		SP:Iteration 13Q (159432.950000 sec): 3 clusters
  Score: Raw -815001.079677 + Penalty 2981.276214 = -812019.803464
  nChanged 172
		SP:Iteration 14Q (159433.170000 sec): 3 clusters
  Score: Raw -815055.457246 + Penalty 2981.276214 = -812074.181032
  nChanged 156
		SP:Iteration 15Q (159433.380000 sec): 3 clusters
  Score: Raw -815103.701988 + Penalty 2981.276214 = -812122.425774
  nChanged 144
		SP:Iteration 16Q (159433.650000 sec): 3 clusters
  Score: Raw -815146.278793 + Penalty 2981.276214 = -812165.002579
  nChanged 137
		SP:Iteration 17Q (159433.870000 sec): 3 clusters
  Score: Raw -815189.221139 + Penalty 2981.276214 = -812207.944925
  nChanged 157
		SP:Iteration 18Q (159434.040000 sec): 3 clusters
  Score: Raw -815239.086015 + Penalty 2981.276214 = -812257.809801
  nChanged 173
		SP:Iteration 19Q (159434.280000 sec): 3 clusters
  Score: Raw -815296.727914 + Penalty 2981.276214 = -812315.451700
  nChanged 155
		SP:Iteration 20F (159434.500000 sec): 3 clusters
  Score: Raw -815348.326226 + Penalty 2981.276214 = -812367.050012
  nChanged 180
		SP:Iteration 21Q (159434.760000 sec): 3 clusters
  Score: Raw -815416.520476 + Penalty 2981.276214 = -812435.244263
  nChanged 197
		SP:Iteration 22Q (159434.980000 sec): 3 clusters
  Score: Raw -815506.577444 + Penalty 2981.276214 = -812525.301230
  nChanged 212
		SP:Iteration 23Q (159435.260000 sec): 3 clusters
  Score: Raw -815617.968656 + Penalty 2981.276214 = -812636.692442
  nChanged 243
		SP:Iteration 24Q (159435.480000 sec): 3 clusters
  Score: Raw -815755.439849 + Penalty 2981.276214 = -812774.163635
  nChanged 255
		SP:Iteration 25Q (159435.700000 sec): 3 clusters
  Score: Raw -815901.461486 + Penalty 2981.276214 = -812920.185272
  nChanged 251
		SP:Iteration 26Q (159435.930000 sec): 3 clusters
  Score: Raw -816040.283434 + Penalty 2981.276214 = -813059.007220
  nChanged 228
		SP:Iteration 27Q (159436.140000 sec): 3 clusters
  Score: Raw -816160.304658 + Penalty 2981.276214 = -813179.028444
  nChanged 194
		SP:Iteration 28Q (159436.360000 sec): 3 clusters
  Score: Raw -816257.630741 + Penalty 2981.276214 = -813276.354527
  nChanged 186
		SP:Iteration 29Q (159436.630000 sec): 3 clusters
  Score: Raw -816346.929930 + Penalty 2981.276214 = -813365.653716
  nChanged 142
		SP:Iteration 30Q (159436.820000 sec): 3 clusters
  Score: Raw -816403.797344 + Penalty 2981.276214 = -813422.521130
  nChanged 122
		SP:Iteration 31Q (159437.040000 sec): 3 clusters
  Score: Raw -816444.638928 + Penalty 2981.276214 = -813463.362714
  nChanged 105
		SP:Iteration 32Q (159437.330000 sec): 3 clusters
  Score: Raw -816480.513643 + Penalty 2981.276214 = -813499.237429
  nChanged 99
		SP:Iteration 33Q (159437.560000 sec): 3 clusters
  Score: Raw -816516.036385 + Penalty 2981.276214 = -813534.760171
  nChanged 107
		SP:Iteration 34Q (159437.830000 sec): 3 clusters
  Score: Raw -816555.415398 + Penalty 2981.276214 = -813574.139185
  nChanged 99
		SP:Iteration 35Q (159438.070000 sec): 3 clusters
  Score: Raw -816595.033512 + Penalty 2981.276214 = -813613.757298
  nChanged 90
		SP:Iteration 36Q (159438.320000 sec): 3 clusters
  Score: Raw -816635.152714 + Penalty 2981.276214 = -813653.876500
  nChanged 87
		SP:Iteration 37Q (159438.570000 sec): 3 clusters
  Score: Raw -816670.054170 + Penalty 2981.276214 = -813688.777956
  nChanged 84
		SP:Iteration 38Q (159438.780000 sec): 3 clusters
  Score: Raw -816707.613117 + Penalty 2981.276214 = -813726.336904
  nChanged 75
		SP:Iteration 39Q (159438.990000 sec): 3 clusters
  Score: Raw -816738.991537 + Penalty 2981.276214 = -813757.715324
  nChanged 80
		SP:Iteration 40F (159439.220000 sec): 3 clusters
  Score: Raw -816771.869632 + Penalty 2981.276214 = -813790.593418
  nChanged 58
		SP:Iteration 41Q (159439.420000 sec): 3 clusters
  Score: Raw -816794.462199 + Penalty 2981.276214 = -813813.185985
  nChanged 52
		SP:Iteration 42Q (159439.690000 sec): 3 clusters
  Score: Raw -816811.617632 + Penalty 2981.276214 = -813830.341418
  nChanged 33
		SP:Iteration 43Q (159439.950000 sec): 3 clusters
  Score: Raw -816823.498339 + Penalty 2981.276214 = -813842.222126
  nChanged 43
		SP:Iteration 44Q (159440.190000 sec): 3 clusters
  Score: Raw -816842.374345 + Penalty 2981.276214 = -813861.098132
  nChanged 39
		SP:Iteration 45Q (159440.410000 sec): 3 clusters
  Score: Raw -816856.921730 + Penalty 2981.276214 = -813875.645516
  nChanged 39
		SP:Iteration 46Q (159440.640000 sec): 3 clusters
  Score: Raw -816870.799099 + Penalty 2981.276214 = -813889.522886
  nChanged 30
		SP:Iteration 47Q (159440.840000 sec): 3 clusters
  Score: Raw -816881.008117 + Penalty 2981.276214 = -813899.731903
  nChanged 29
		SP:Iteration 48Q (159441.040000 sec): 3 clusters
  Score: Raw -816892.593137 + Penalty 2981.276214 = -813911.316924
  nChanged 36
		SP:Iteration 49Q (159441.250000 sec): 3 clusters
  Score: Raw -816904.182530 + Penalty 2981.276214 = -813922.906316
  nChanged 25
		SP:Iteration 50Q (159441.460000 sec): 3 clusters
  Score: Raw -816911.124916 + Penalty 2981.276214 = -813929.848702
  nChanged 20
		SP:Iteration 51Q (159441.660000 sec): 3 clusters
  Score: Raw -816916.822659 + Penalty 2981.276214 = -813935.546445
  nChanged 19
		SP:Iteration 52Q (159441.840000 sec): 3 clusters
  Score: Raw -816923.031483 + Penalty 2981.276214 = -813941.755269
  nChanged 33
		SP:Iteration 53Q (159442.040000 sec): 3 clusters
  Score: Raw -816935.698261 + Penalty 2981.276214 = -813954.422047
  nChanged 27
		SP:Iteration 54Q (159442.250000 sec): 3 clusters
  Score: Raw -816944.524565 + Penalty 2981.276214 = -813963.248351
  nChanged 13
		SP:Iteration 55Q (159442.480000 sec): 3 clusters
  Score: Raw -816947.678836 + Penalty 2981.276214 = -813966.402622
  nChanged 12
		SP:Iteration 56Q (159442.670000 sec): 3 clusters
  Score: Raw -816950.810403 + Penalty 2981.276214 = -813969.534189
  nChanged 13
		SP:Iteration 57Q (159442.870000 sec): 3 clusters
  Score: Raw -816954.392679 + Penalty 2981.276214 = -813973.116465
  nChanged 10
		SP:Iteration 58Q (159443.070000 sec): 3 clusters
  Score: Raw -816958.675114 + Penalty 2981.276214 = -813977.398900
  nChanged 16
		SP:Iteration 59Q (159443.280000 sec): 3 clusters
  Score: Raw -816964.736373 + Penalty 2981.276214 = -813983.460159
  nChanged 10
		SP:Iteration 60F (159443.510000 sec): 3 clusters
  Score: Raw -816968.576929 + Penalty 2981.276214 = -813987.300715
  nChanged 15
		SP:Iteration 61Q (159443.740000 sec): 3 clusters
  Score: Raw -816972.950355 + Penalty 2981.276214 = -813991.674141
  nChanged 12
		SP:Iteration 62Q (159443.920000 sec): 3 clusters
  Score: Raw -816977.157011 + Penalty 2981.276214 = -813995.880798
  nChanged 14
		SP:Iteration 63Q (159444.150000 sec): 3 clusters
  Score: Raw -816982.860397 + Penalty 2981.276214 = -814001.584183
  nChanged 12
		SP:Iteration 64Q (159444.310000 sec): 3 clusters
  Score: Raw -816986.102396 + Penalty 2981.276214 = -814004.826182
  nChanged 13
		SP:Iteration 65Q (159444.550000 sec): 3 clusters
  Score: Raw -816989.318812 + Penalty 2981.276214 = -814008.042598
  nChanged 11
		SP:Iteration 66Q (159444.710000 sec): 3 clusters
  Score: Raw -816992.713362 + Penalty 2981.276214 = -814011.437148
  nChanged 8
		SP:Iteration 67Q (159444.990000 sec): 3 clusters
  Score: Raw -816994.292025 + Penalty 2981.276214 = -814013.015811
  nChanged 7
		SP:Iteration 68Q (159445.210000 sec): 3 clusters
  Score: Raw -816995.531419 + Penalty 2981.276214 = -814014.255206
  nChanged 6
		SP:Iteration 69Q (159445.410000 sec): 3 clusters
  Score: Raw -816996.554102 + Penalty 2981.276214 = -814015.277888
  nChanged 5
		SP:Iteration 70Q (159445.650000 sec): 3 clusters
  Score: Raw -816997.507781 + Penalty 2981.276214 = -814016.231567
  nChanged 5
		SP:Iteration 71Q (159445.880000 sec): 3 clusters
  Score: Raw -816998.988152 + Penalty 2981.276214 = -814017.711938
  nChanged 6
		SP:Iteration 72Q (159446.110000 sec): 3 clusters
  Score: Raw -817001.248995 + Penalty 2981.276214 = -814019.972781
  nChanged 5
		SP:Iteration 73Q (159446.370000 sec): 3 clusters
  Score: Raw -817002.771112 + Penalty 2981.276214 = -814021.494898
  nChanged 3
		SP:Iteration 74Q (159446.540000 sec): 3 clusters
  Score: Raw -817003.749357 + Penalty 2981.276214 = -814022.473144
  nChanged 2
		SP:Iteration 75Q (159446.780000 sec): 3 clusters
  Score: Raw -817004.370692 + Penalty 2981.276214 = -814023.094478
  nChanged 0
		SP:Iteration 76F (159446.970000 sec): 3 clusters
  Score: Raw -817004.370692 + Penalty 2981.276214 = -814023.094478
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 11 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159447.080000 sec): 2 clusters
  Score: Raw -21275.816313 + Penalty 891.952381 = -20383.863932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159447.270000 sec): 3 clusters
  Score: Raw -21339.183650 + Penalty 1783.904761 = -19555.278889
  nChanged 34
		SP:Iteration 1F (159447.460000 sec): 3 clusters
  Score: Raw -21417.862551 + Penalty 1783.904761 = -19633.957790
  nChanged 5
		SP:Iteration 2Q (159447.650000 sec): 3 clusters
  Score: Raw -21434.439097 + Penalty 1783.904761 = -19650.534336
  nChanged 0
		SP:Iteration 3F (159447.800000 sec): 3 clusters
  Score: Raw -21434.439097 + Penalty 1783.904761 = -19650.534336
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 12 (3198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159447.900000 sec): 2 clusters
  Score: Raw -260437.349676 + Penalty 1311.420645 = -259125.929031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159448.140000 sec): 3 clusters
  Score: Raw -258896.293506 + Penalty 2622.841290 = -256273.452215
  nChanged 1230
		SP:Iteration 1F (159448.340000 sec): 3 clusters
  Score: Raw -259715.941621 + Penalty 2622.841290 = -257093.100331
  nChanged 278
		SP:Iteration 2F (159448.500000 sec): 3 clusters
  Score: Raw -259968.833289 + Penalty 2622.841290 = -257345.991998
  nChanged 213
		SP:Iteration 3F (159448.740000 sec): 3 clusters
  Score: Raw -260163.957654 + Penalty 2622.841290 = -257541.116363
  nChanged 194
		SP:Iteration 4F (159448.920000 sec): 3 clusters
  Score: Raw -260343.846376 + Penalty 2622.841290 = -257721.005085
  nChanged 155
		SP:Iteration 5Q (159449.080000 sec): 3 clusters
  Score: Raw -260482.475854 + Penalty 2622.841290 = -257859.634564
  nChanged 143
		SP:Iteration 6Q (159449.240000 sec): 3 clusters
  Score: Raw -260611.291408 + Penalty 2622.841290 = -257988.450118
  nChanged 128
		SP:Iteration 7Q (159449.450000 sec): 3 clusters
  Score: Raw -260705.656487 + Penalty 2622.841290 = -258082.815196
  nChanged 104
		SP:Iteration 8Q (159449.680000 sec): 3 clusters
  Score: Raw -260777.102753 + Penalty 2622.841290 = -258154.261463
  nChanged 92
		SP:Iteration 9Q (159449.830000 sec): 3 clusters
  Score: Raw -260838.403145 + Penalty 2622.841290 = -258215.561854
  nChanged 75
		SP:Iteration 10Q (159450.000000 sec): 3 clusters
  Score: Raw -260886.933790 + Penalty 2622.841290 = -258264.092500
  nChanged 78
		SP:Iteration 11Q (159450.200000 sec): 3 clusters
  Score: Raw -260938.276218 + Penalty 2622.841290 = -258315.434927
  nChanged 75
		SP:Iteration 12Q (159450.400000 sec): 3 clusters
  Score: Raw -260987.157369 + Penalty 2622.841290 = -258364.316078
  nChanged 64
		SP:Iteration 13Q (159450.540000 sec): 3 clusters
  Score: Raw -261031.408893 + Penalty 2622.841290 = -258408.567603
  nChanged 69
		SP:Iteration 14Q (159450.760000 sec): 3 clusters
  Score: Raw -261082.507793 + Penalty 2622.841290 = -258459.666502
  nChanged 55
		SP:Iteration 15Q (159450.910000 sec): 3 clusters
  Score: Raw -261118.706015 + Penalty 2622.841290 = -258495.864725
  nChanged 47
		SP:Iteration 16Q (159451.120000 sec): 3 clusters
  Score: Raw -261145.932528 + Penalty 2622.841290 = -258523.091238
  nChanged 28
		SP:Iteration 17Q (159451.310000 sec): 3 clusters
  Score: Raw -261162.219839 + Penalty 2622.841290 = -258539.378549
  nChanged 32
		SP:Iteration 18Q (159451.480000 sec): 3 clusters
  Score: Raw -261179.765207 + Penalty 2622.841290 = -258556.923917
  nChanged 31
		SP:Iteration 19Q (159451.680000 sec): 3 clusters
  Score: Raw -261194.424848 + Penalty 2622.841290 = -258571.583558
  nChanged 26
		SP:Iteration 20F (159451.880000 sec): 3 clusters
  Score: Raw -261207.852609 + Penalty 2622.841290 = -258585.011319
  nChanged 26
		SP:Iteration 21Q (159452.100000 sec): 3 clusters
  Score: Raw -261219.367988 + Penalty 2622.841290 = -258596.526698
  nChanged 21
		SP:Iteration 22Q (159452.250000 sec): 3 clusters
  Score: Raw -261226.476951 + Penalty 2622.841290 = -258603.635660
  nChanged 14
		SP:Iteration 23Q (159452.430000 sec): 3 clusters
  Score: Raw -261233.138423 + Penalty 2622.841290 = -258610.297133
  nChanged 11
		SP:Iteration 24Q (159452.620000 sec): 3 clusters
  Score: Raw -261236.444807 + Penalty 2622.841290 = -258613.603517
  nChanged 9
		SP:Iteration 25Q (159452.820000 sec): 3 clusters
  Score: Raw -261239.360869 + Penalty 2622.841290 = -258616.519579
  nChanged 6
		SP:Iteration 26Q (159453.030000 sec): 3 clusters
  Score: Raw -261240.285893 + Penalty 2622.841290 = -258617.444603
  nChanged 1
		SP:Iteration 27Q (159453.200000 sec): 3 clusters
  Score: Raw -261240.754400 + Penalty 2622.841290 = -258617.913110
  nChanged 0
		SP:Iteration 28F (159453.390000 sec): 3 clusters
  Score: Raw -261240.754400 + Penalty 2622.841290 = -258617.913110
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 13 (44670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159453.720000 sec): 2 clusters
  Score: Raw -3958426.203648 + Penalty 1739.896830 = -3956686.306818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159454.080000 sec): 3 clusters
  Score: Raw -3930305.117519 + Penalty 3479.793660 = -3926825.323860
  nChanged 20980
		SP:Iteration 1F (159454.440000 sec): 3 clusters
  Score: Raw -3942553.994474 + Penalty 3479.793660 = -3939074.200815
  nChanged 2260
		SP:Iteration 2F (159454.770000 sec): 3 clusters
  Score: Raw -3943587.089228 + Penalty 3479.793660 = -3940107.295568
  nChanged 2441
		SP:Iteration 3F (159455.160000 sec): 3 clusters
  Score: Raw -3944826.100916 + Penalty 3479.793660 = -3941346.307256
  nChanged 2540
		SP:Iteration 4F (159455.530000 sec): 3 clusters
  Score: Raw -3946246.860635 + Penalty 3479.793660 = -3942767.066975
  nChanged 2603
		SP:Iteration 5F (159455.880000 sec): 3 clusters
  Score: Raw -3947753.069593 + Penalty 3479.793660 = -3944273.275933
  nChanged 2412
		SP:Iteration 6F (159456.270000 sec): 3 clusters
  Score: Raw -3949041.271903 + Penalty 3479.793660 = -3945561.478244
  nChanged 2234
		SP:Iteration 7F (159456.660000 sec): 3 clusters
  Score: Raw -3950178.175829 + Penalty 3479.793660 = -3946698.382170
  nChanged 1965
		SP:Iteration 8Q (159457.000000 sec): 3 clusters
  Score: Raw -3951144.989508 + Penalty 3479.793660 = -3947665.195848
  nChanged 1788
		SP:Iteration 9Q (159457.360000 sec): 3 clusters
  Score: Raw -3952079.441149 + Penalty 3479.793660 = -3948599.647490
  nChanged 1791
		SP:Iteration 10Q (159457.750000 sec): 3 clusters
  Score: Raw -3953061.095367 + Penalty 3479.793660 = -3949581.301708
  nChanged 1746
		SP:Iteration 11Q (159458.110000 sec): 3 clusters
  Score: Raw -3954039.254610 + Penalty 3479.793660 = -3950559.460950
  nChanged 1664
		SP:Iteration 12Q (159458.540000 sec): 3 clusters
  Score: Raw -3954995.129184 + Penalty 3479.793660 = -3951515.335524
  nChanged 1584
		SP:Iteration 13Q (159458.900000 sec): 3 clusters
  Score: Raw -3955983.274864 + Penalty 3479.793660 = -3952503.481204
  nChanged 1366
		SP:Iteration 14Q (159459.280000 sec): 3 clusters
  Score: Raw -3956829.728211 + Penalty 3479.793660 = -3953349.934551
  nChanged 1116
		SP:Iteration 15Q (159459.690000 sec): 3 clusters
  Score: Raw -3957471.358776 + Penalty 3479.793660 = -3953991.565116
  nChanged 881
		SP:Iteration 16Q (159460.020000 sec): 3 clusters
  Score: Raw -3957902.821392 + Penalty 3479.793660 = -3954423.027732
  nChanged 659
		SP:Iteration 17Q (159460.400000 sec): 3 clusters
  Score: Raw -3958160.007301 + Penalty 3479.793660 = -3954680.213642
  nChanged 529
		SP:Iteration 18Q (159460.770000 sec): 3 clusters
  Score: Raw -3958350.915593 + Penalty 3479.793660 = -3954871.121934
  nChanged 438
		SP:Iteration 19Q (159461.150000 sec): 3 clusters
  Score: Raw -3958495.034775 + Penalty 3479.793660 = -3955015.241115
  nChanged 377
		SP:Iteration 20F (159461.510000 sec): 3 clusters
  Score: Raw -3958611.944743 + Penalty 3479.793660 = -3955132.151083
  nChanged 301
		SP:Iteration 21Q (159461.870000 sec): 3 clusters
  Score: Raw -3958700.570761 + Penalty 3479.793660 = -3955220.777102
  nChanged 256
		SP:Iteration 22Q (159462.220000 sec): 3 clusters
  Score: Raw -3958774.644963 + Penalty 3479.793660 = -3955294.851303
  nChanged 209
		SP:Iteration 23Q (159462.580000 sec): 3 clusters
  Score: Raw -3958832.172551 + Penalty 3479.793660 = -3955352.378892
  nChanged 190
		SP:Iteration 24Q (159462.900000 sec): 3 clusters
  Score: Raw -3958878.963979 + Penalty 3479.793660 = -3955399.170319
  nChanged 147
		SP:Iteration 25Q (159463.260000 sec): 3 clusters
  Score: Raw -3958913.779132 + Penalty 3479.793660 = -3955433.985472
  nChanged 124
		SP:Iteration 26Q (159463.570000 sec): 3 clusters
  Score: Raw -3958942.444938 + Penalty 3479.793660 = -3955462.651279
  nChanged 108
		SP:Iteration 27Q (159463.920000 sec): 3 clusters
  Score: Raw -3958967.951940 + Penalty 3479.793660 = -3955488.158280
  nChanged 108
		SP:Iteration 28Q (159464.280000 sec): 3 clusters
  Score: Raw -3958994.420658 + Penalty 3479.793660 = -3955514.626998
  nChanged 100
		SP:Iteration 29Q (159464.640000 sec): 3 clusters
  Score: Raw -3959016.742121 + Penalty 3479.793660 = -3955536.948462
  nChanged 92
		SP:Iteration 30Q (159464.980000 sec): 3 clusters
  Score: Raw -3959034.719119 + Penalty 3479.793660 = -3955554.925459
  nChanged 71
		SP:Iteration 31Q (159465.360000 sec): 3 clusters
  Score: Raw -3959051.139864 + Penalty 3479.793660 = -3955571.346205
  nChanged 67
		SP:Iteration 32Q (159465.690000 sec): 3 clusters
  Score: Raw -3959064.157245 + Penalty 3479.793660 = -3955584.363585
  nChanged 58
		SP:Iteration 33Q (159466.110000 sec): 3 clusters
  Score: Raw -3959075.204962 + Penalty 3479.793660 = -3955595.411302
  nChanged 48
		SP:Iteration 34Q (159466.470000 sec): 3 clusters
  Score: Raw -3959086.778740 + Penalty 3479.793660 = -3955606.985081
  nChanged 44
		SP:Iteration 35Q (159466.820000 sec): 3 clusters
  Score: Raw -3959094.700949 + Penalty 3479.793660 = -3955614.907290
  nChanged 45
		SP:Iteration 36Q (159467.170000 sec): 3 clusters
  Score: Raw -3959103.609455 + Penalty 3479.793660 = -3955623.815795
  nChanged 43
		SP:Iteration 37Q (159467.570000 sec): 3 clusters
  Score: Raw -3959110.832460 + Penalty 3479.793660 = -3955631.038800
  nChanged 21
		SP:Iteration 38Q (159467.960000 sec): 3 clusters
  Score: Raw -3959113.357825 + Penalty 3479.793660 = -3955633.564165
  nChanged 19
		SP:Iteration 39Q (159468.320000 sec): 3 clusters
  Score: Raw -3959115.995842 + Penalty 3479.793660 = -3955636.202183
  nChanged 13
		SP:Iteration 40F (159468.710000 sec): 3 clusters
  Score: Raw -3959117.673245 + Penalty 3479.793660 = -3955637.879585
  nChanged 9
		SP:Iteration 41Q (159469.070000 sec): 3 clusters
  Score: Raw -3959118.769670 + Penalty 3479.793660 = -3955638.976010
  nChanged 7
		SP:Iteration 42Q (159469.420000 sec): 3 clusters
  Score: Raw -3959119.996900 + Penalty 3479.793660 = -3955640.203241
  nChanged 7
		SP:Iteration 43Q (159469.800000 sec): 3 clusters
  Score: Raw -3959121.288001 + Penalty 3479.793660 = -3955641.494341
  nChanged 13
		SP:Iteration 44Q (159470.100000 sec): 3 clusters
  Score: Raw -3959123.613853 + Penalty 3479.793660 = -3955643.820193
  nChanged 13
		SP:Iteration 45Q (159470.470000 sec): 3 clusters
  Score: Raw -3959125.324525 + Penalty 3479.793660 = -3955645.530865
  nChanged 8
		SP:Iteration 46Q (159470.780000 sec): 3 clusters
  Score: Raw -3959126.589247 + Penalty 3479.793660 = -3955646.795587
  nChanged 12
		SP:Iteration 47Q (159471.130000 sec): 3 clusters
  Score: Raw -3959128.239656 + Penalty 3479.793660 = -3955648.445996
  nChanged 8
		SP:Iteration 48Q (159471.470000 sec): 3 clusters
  Score: Raw -3959129.510642 + Penalty 3479.793660 = -3955649.716982
  nChanged 6
		SP:Iteration 49Q (159471.850000 sec): 3 clusters
  Score: Raw -3959130.360903 + Penalty 3479.793660 = -3955650.567243
  nChanged 10
		SP:Iteration 50Q (159472.180000 sec): 3 clusters
  Score: Raw -3959131.268256 + Penalty 3479.793660 = -3955651.474596
  nChanged 6
		SP:Iteration 51Q (159472.590000 sec): 3 clusters
  Score: Raw -3959131.867641 + Penalty 3479.793660 = -3955652.073981
  nChanged 3
		SP:Iteration 52Q (159472.950000 sec): 3 clusters
  Score: Raw -3959132.192067 + Penalty 3479.793660 = -3955652.398408
  nChanged 4
		SP:Iteration 53Q (159473.350000 sec): 3 clusters
  Score: Raw -3959132.621830 + Penalty 3479.793660 = -3955652.828170
  nChanged 3
		SP:Iteration 54Q (159473.710000 sec): 3 clusters
  Score: Raw -3959133.123215 + Penalty 3479.793660 = -3955653.329556
  nChanged 4
		SP:Iteration 55Q (159474.110000 sec): 3 clusters
  Score: Raw -3959133.522270 + Penalty 3479.793660 = -3955653.728610
  nChanged 5
		SP:Iteration 56Q (159474.460000 sec): 3 clusters
  Score: Raw -3959134.079131 + Penalty 3479.793660 = -3955654.285472
  nChanged 7
		SP:Iteration 57Q (159474.840000 sec): 3 clusters
  Score: Raw -3959135.059721 + Penalty 3479.793660 = -3955655.266062
  nChanged 6
		SP:Iteration 58Q (159475.260000 sec): 3 clusters
  Score: Raw -3959136.119644 + Penalty 3479.793660 = -3955656.325985
  nChanged 7
		SP:Iteration 59Q (159475.680000 sec): 3 clusters
  Score: Raw -3959137.021850 + Penalty 3479.793660 = -3955657.228191
  nChanged 9
		SP:Iteration 60F (159476.060000 sec): 3 clusters
  Score: Raw -3959138.158686 + Penalty 3479.793660 = -3955658.365027
  nChanged 5
		SP:Iteration 61Q (159476.390000 sec): 3 clusters
  Score: Raw -3959138.769982 + Penalty 3479.793660 = -3955658.976323
  nChanged 3
		SP:Iteration 62Q (159476.720000 sec): 3 clusters
  Score: Raw -3959139.053060 + Penalty 3479.793660 = -3955659.259401
  nChanged 2
		SP:Iteration 63Q (159477.120000 sec): 3 clusters
  Score: Raw -3959139.294093 + Penalty 3479.793660 = -3955659.500434
  nChanged 0
		SP:Iteration 64F (159477.510000 sec): 3 clusters
  Score: Raw -3959139.294093 + Penalty 3479.793660 = -3955659.500434
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 14 (6985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159477.630000 sec): 2 clusters
  Score: Raw -551019.795873 + Penalty 1438.372044 = -549581.423828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159477.860000 sec): 3 clusters
  Score: Raw -547202.785693 + Penalty 2876.744088 = -544326.041605
  nChanged 2956
		SP:Iteration 1F (159478.050000 sec): 3 clusters
  Score: Raw -548959.112335 + Penalty 2876.744088 = -546082.368247
  nChanged 532
		SP:Iteration 2F (159478.300000 sec): 3 clusters
  Score: Raw -549252.663376 + Penalty 2876.744088 = -546375.919287
  nChanged 410
		SP:Iteration 3F (159478.530000 sec): 3 clusters
  Score: Raw -549474.809171 + Penalty 2876.744088 = -546598.065083
  nChanged 358
		SP:Iteration 4F (159478.700000 sec): 3 clusters
  Score: Raw -549674.342406 + Penalty 2876.744088 = -546797.598317
  nChanged 342
		SP:Iteration 5Q (159478.950000 sec): 3 clusters
  Score: Raw -549881.902313 + Penalty 2876.744088 = -547005.158225
  nChanged 339
		SP:Iteration 6Q (159479.140000 sec): 3 clusters
  Score: Raw -550071.893885 + Penalty 2876.744088 = -547195.149796
  nChanged 270
		SP:Iteration 7Q (159479.340000 sec): 3 clusters
  Score: Raw -550218.252566 + Penalty 2876.744088 = -547341.508477
  nChanged 237
		SP:Iteration 8Q (159479.570000 sec): 3 clusters
  Score: Raw -550338.533040 + Penalty 2876.744088 = -547461.788952
  nChanged 205
		SP:Iteration 9Q (159479.770000 sec): 3 clusters
  Score: Raw -550437.235247 + Penalty 2876.744088 = -547560.491159
  nChanged 184
		SP:Iteration 10Q (159479.980000 sec): 3 clusters
  Score: Raw -550537.002932 + Penalty 2876.744088 = -547660.258844
  nChanged 173
		SP:Iteration 11Q (159480.210000 sec): 3 clusters
  Score: Raw -550637.308596 + Penalty 2876.744088 = -547760.564507
  nChanged 158
		SP:Iteration 12Q (159480.440000 sec): 3 clusters
  Score: Raw -550714.061809 + Penalty 2876.744088 = -547837.317720
  nChanged 133
		SP:Iteration 13Q (159480.650000 sec): 3 clusters
  Score: Raw -550780.091063 + Penalty 2876.744088 = -547903.346975
  nChanged 118
		SP:Iteration 14Q (159480.860000 sec): 3 clusters
  Score: Raw -550831.896521 + Penalty 2876.744088 = -547955.152433
  nChanged 104
		SP:Iteration 15Q (159481.070000 sec): 3 clusters
  Score: Raw -550881.233283 + Penalty 2876.744088 = -548004.489195
  nChanged 97
		SP:Iteration 16Q (159481.280000 sec): 3 clusters
  Score: Raw -550930.948060 + Penalty 2876.744088 = -548054.203972
  nChanged 78
		SP:Iteration 17Q (159481.530000 sec): 3 clusters
  Score: Raw -550971.394010 + Penalty 2876.744088 = -548094.649922
  nChanged 58
		SP:Iteration 18Q (159481.730000 sec): 3 clusters
  Score: Raw -551004.337961 + Penalty 2876.744088 = -548127.593873
  nChanged 58
		SP:Iteration 19Q (159481.920000 sec): 3 clusters
  Score: Raw -551035.119040 + Penalty 2876.744088 = -548158.374952
  nChanged 41
		SP:Iteration 20F (159482.110000 sec): 3 clusters
  Score: Raw -551060.840835 + Penalty 2876.744088 = -548184.096747
  nChanged 44
		SP:Iteration 21Q (159482.320000 sec): 3 clusters
  Score: Raw -551082.619554 + Penalty 2876.744088 = -548205.875466
  nChanged 40
		SP:Iteration 22Q (159482.530000 sec): 3 clusters
  Score: Raw -551101.668827 + Penalty 2876.744088 = -548224.924739
  nChanged 37
		SP:Iteration 23Q (159482.730000 sec): 3 clusters
  Score: Raw -551120.388158 + Penalty 2876.744088 = -548243.644070
  nChanged 36
		SP:Iteration 24Q (159482.960000 sec): 3 clusters
  Score: Raw -551139.487685 + Penalty 2876.744088 = -548262.743596
  nChanged 39
		SP:Iteration 25Q (159483.170000 sec): 3 clusters
  Score: Raw -551161.441915 + Penalty 2876.744088 = -548284.697827
  nChanged 41
		SP:Iteration 26Q (159483.390000 sec): 3 clusters
  Score: Raw -551184.658875 + Penalty 2876.744088 = -548307.914787
  nChanged 44
		SP:Iteration 27Q (159483.570000 sec): 3 clusters
  Score: Raw -551209.165566 + Penalty 2876.744088 = -548332.421478
  nChanged 43
		SP:Iteration 28Q (159483.810000 sec): 3 clusters
  Score: Raw -551229.461189 + Penalty 2876.744088 = -548352.717101
  nChanged 26
		SP:Iteration 29Q (159484.060000 sec): 3 clusters
  Score: Raw -551245.831105 + Penalty 2876.744088 = -548369.087016
  nChanged 28
		SP:Iteration 30Q (159484.270000 sec): 3 clusters
  Score: Raw -551260.619114 + Penalty 2876.744088 = -548383.875026
  nChanged 24
		SP:Iteration 31Q (159484.470000 sec): 3 clusters
  Score: Raw -551270.332586 + Penalty 2876.744088 = -548393.588497
  nChanged 15
		SP:Iteration 32Q (159484.670000 sec): 3 clusters
  Score: Raw -551277.225757 + Penalty 2876.744088 = -548400.481669
  nChanged 13
		SP:Iteration 33Q (159484.890000 sec): 3 clusters
  Score: Raw -551285.672264 + Penalty 2876.744088 = -548408.928175
  nChanged 15
		SP:Iteration 34Q (159485.070000 sec): 3 clusters
  Score: Raw -551295.431363 + Penalty 2876.744088 = -548418.687275
  nChanged 17
		SP:Iteration 35Q (159485.260000 sec): 3 clusters
  Score: Raw -551305.945530 + Penalty 2876.744088 = -548429.201442
  nChanged 16
		SP:Iteration 36Q (159485.470000 sec): 3 clusters
  Score: Raw -551314.917309 + Penalty 2876.744088 = -548438.173220
  nChanged 10
		SP:Iteration 37Q (159485.710000 sec): 3 clusters
  Score: Raw -551319.622487 + Penalty 2876.744088 = -548442.878399
  nChanged 5
		SP:Iteration 38Q (159485.930000 sec): 3 clusters
  Score: Raw -551321.462168 + Penalty 2876.744088 = -548444.718079
  nChanged 2
		SP:Iteration 39Q (159486.120000 sec): 3 clusters
  Score: Raw -551321.721192 + Penalty 2876.744088 = -548444.977104
  nChanged 1
		SP:Iteration 40F (159486.300000 sec): 3 clusters
  Score: Raw -551321.988777 + Penalty 2876.744088 = -548445.244688
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 15 (7652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159486.460000 sec): 2 clusters
  Score: Raw -684378.927770 + Penalty 1453.192379 = -682925.735391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159486.690000 sec): 3 clusters
  Score: Raw -680129.531023 + Penalty 2906.384757 = -677223.146265
  nChanged 3270
		SP:Iteration 1F (159486.880000 sec): 3 clusters
  Score: Raw -681890.000209 + Penalty 2906.384757 = -678983.615452
  nChanged 466
		SP:Iteration 2F (159487.100000 sec): 3 clusters
  Score: Raw -682124.773815 + Penalty 2906.384757 = -679218.389058
  nChanged 389
		SP:Iteration 3F (159487.300000 sec): 3 clusters
  Score: Raw -682293.237977 + Penalty 2906.384757 = -679386.853220
  nChanged 309
		SP:Iteration 4Q (159487.520000 sec): 3 clusters
  Score: Raw -682404.041835 + Penalty 2906.384757 = -679497.657077
  nChanged 244
		SP:Iteration 5Q (159487.770000 sec): 3 clusters
  Score: Raw -682490.162071 + Penalty 2906.384757 = -679583.777313
  nChanged 204
		SP:Iteration 6Q (159487.990000 sec): 3 clusters
  Score: Raw -682556.071934 + Penalty 2906.384757 = -679649.687177
  nChanged 175
		SP:Iteration 7Q (159488.180000 sec): 3 clusters
  Score: Raw -682609.140231 + Penalty 2906.384757 = -679702.755473
  nChanged 152
		SP:Iteration 8Q (159488.420000 sec): 3 clusters
  Score: Raw -682659.531620 + Penalty 2906.384757 = -679753.146862
  nChanged 146
		SP:Iteration 9Q (159488.640000 sec): 3 clusters
  Score: Raw -682716.330624 + Penalty 2906.384757 = -679809.945867
  nChanged 167
		SP:Iteration 10Q (159488.860000 sec): 3 clusters
  Score: Raw -682768.722624 + Penalty 2906.384757 = -679862.337867
  nChanged 155
		SP:Iteration 11Q (159489.110000 sec): 3 clusters
  Score: Raw -682818.488633 + Penalty 2906.384757 = -679912.103875
  nChanged 142
		SP:Iteration 12Q (159489.380000 sec): 3 clusters
  Score: Raw -682869.012858 + Penalty 2906.384757 = -679962.628101
  nChanged 162
		SP:Iteration 13Q (159489.640000 sec): 3 clusters
  Score: Raw -682932.324980 + Penalty 2906.384757 = -680025.940223
  nChanged 190
		SP:Iteration 14Q (159489.850000 sec): 3 clusters
  Score: Raw -683009.542684 + Penalty 2906.384757 = -680103.157927
  nChanged 213
		SP:Iteration 15Q (159490.050000 sec): 3 clusters
  Score: Raw -683114.096195 + Penalty 2906.384757 = -680207.711438
  nChanged 266
		SP:Iteration 16Q (159490.270000 sec): 3 clusters
  Score: Raw -683261.180130 + Penalty 2906.384757 = -680354.795373
  nChanged 274
		SP:Iteration 17Q (159490.460000 sec): 3 clusters
  Score: Raw -683415.908988 + Penalty 2906.384757 = -680509.524230
  nChanged 250
		SP:Iteration 18Q (159490.710000 sec): 3 clusters
  Score: Raw -683567.024767 + Penalty 2906.384757 = -680660.640009
  nChanged 262
		SP:Iteration 19Q (159490.920000 sec): 3 clusters
  Score: Raw -683755.887212 + Penalty 2906.384757 = -680849.502455
  nChanged 256
		SP:Iteration 20F (159491.080000 sec): 3 clusters
  Score: Raw -683967.433913 + Penalty 2906.384757 = -681061.049156
  nChanged 217
		SP:Iteration 21Q (159491.330000 sec): 3 clusters
  Score: Raw -684147.632715 + Penalty 2906.384757 = -681241.247958
  nChanged 150
		SP:Iteration 22Q (159491.530000 sec): 3 clusters
  Score: Raw -684276.029818 + Penalty 2906.384757 = -681369.645061
  nChanged 107
		SP:Iteration 23Q (159491.720000 sec): 3 clusters
  Score: Raw -684371.406292 + Penalty 2906.384757 = -681465.021535
  nChanged 88
		SP:Iteration 24Q (159491.960000 sec): 3 clusters
  Score: Raw -684458.458306 + Penalty 2906.384757 = -681552.073549
  nChanged 59
		SP:Iteration 25Q (159492.170000 sec): 3 clusters
  Score: Raw -684515.644022 + Penalty 2906.384757 = -681609.259265
  nChanged 48
		SP:Iteration 26Q (159492.360000 sec): 3 clusters
  Score: Raw -684557.042463 + Penalty 2906.384757 = -681650.657706
  nChanged 34
		SP:Iteration 27Q (159492.610000 sec): 3 clusters
  Score: Raw -684585.733257 + Penalty 2906.384757 = -681679.348499
  nChanged 26
		SP:Iteration 28Q (159492.800000 sec): 3 clusters
  Score: Raw -684609.180919 + Penalty 2906.384757 = -681702.796162
  nChanged 22
		SP:Iteration 29Q (159493.030000 sec): 3 clusters
  Score: Raw -684632.541657 + Penalty 2906.384757 = -681726.156900
  nChanged 17
		SP:Iteration 30Q (159493.210000 sec): 3 clusters
  Score: Raw -684643.286339 + Penalty 2906.384757 = -681736.901582
  nChanged 10
		SP:Iteration 31Q (159493.380000 sec): 3 clusters
  Score: Raw -684647.962946 + Penalty 2906.384757 = -681741.578188
  nChanged 2
		SP:Iteration 32Q (159493.610000 sec): 3 clusters
  Score: Raw -684648.691167 + Penalty 2906.384757 = -681742.306410
  nChanged 0
		SP:Iteration 33F (159493.790000 sec): 3 clusters
  Score: Raw -684648.691167 + Penalty 2906.384757 = -681742.306410
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 16 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159493.870000 sec): 2 clusters
  Score: Raw -12146.506557 + Penalty 843.855488 = -11302.651069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159494.070000 sec): 3 clusters
  Score: Raw -12241.598332 + Penalty 1687.710977 = -10553.887355
  nChanged 20
		SP:Iteration 1F (159494.240000 sec): 3 clusters
  Score: Raw -12301.041967 + Penalty 1687.710977 = -10613.330990
  nChanged 6
		SP:Iteration 2Q (159494.350000 sec): 3 clusters
  Score: Raw -12317.607400 + Penalty 1687.710977 = -10629.896424
  nChanged 4
		SP:Iteration 3Q (159494.490000 sec): 3 clusters
  Score: Raw -12324.651690 + Penalty 1687.710977 = -10636.940713
  nChanged 2
		SP:Iteration 4Q (159494.650000 sec): 3 clusters
  Score: Raw -12328.734008 + Penalty 1687.710977 = -10641.023032
  nChanged 2
		SP:Iteration 5Q (159494.820000 sec): 3 clusters
  Score: Raw -12333.572698 + Penalty 1687.710977 = -10645.861722
  nChanged 3
		SP:Iteration 6Q (159494.990000 sec): 3 clusters
  Score: Raw -12347.886577 + Penalty 1687.710977 = -10660.175601
  nChanged 2
		SP:Iteration 7Q (159495.160000 sec): 3 clusters
  Score: Raw -12359.122163 + Penalty 1687.710977 = -10671.411186
  nChanged 3
		SP:Iteration 8Q (159495.370000 sec): 3 clusters
  Score: Raw -12372.564415 + Penalty 1687.710977 = -10684.853438
  nChanged 4
		SP:Iteration 9Q (159495.500000 sec): 3 clusters
  Score: Raw -12389.659236 + Penalty 1687.710977 = -10701.948260
  nChanged 1
		SP:Iteration 10Q (159495.610000 sec): 3 clusters
  Score: Raw -12392.151971 + Penalty 1687.710977 = -10704.440994
  nChanged 3
		SP:Iteration 11Q (159495.830000 sec): 3 clusters
  Score: Raw -12409.047610 + Penalty 1687.710977 = -10721.336633
  nChanged 2
		SP:Iteration 12Q (159495.940000 sec): 3 clusters
  Score: Raw -12415.989772 + Penalty 1687.710977 = -10728.278795
  nChanged 0
		SP:Iteration 13F (159496.050000 sec): 3 clusters
  Score: Raw -12415.989772 + Penalty 1687.710977 = -10728.278795
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 17 (11139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159496.180000 sec): 2 clusters
  Score: Raw -939070.418135 + Penalty 1514.208758 = -937556.209376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159496.390000 sec): 3 clusters
  Score: Raw -932677.221610 + Penalty 3028.417516 = -929648.804093
  nChanged 4899
		SP:Iteration 1F (159496.630000 sec): 3 clusters
  Score: Raw -935403.847457 + Penalty 3028.417516 = -932375.429941
  nChanged 694
		SP:Iteration 2F (159496.840000 sec): 3 clusters
  Score: Raw -935748.436432 + Penalty 3028.417516 = -932720.018915
  nChanged 639
		SP:Iteration 3F (159497.040000 sec): 3 clusters
  Score: Raw -936085.418864 + Penalty 3028.417516 = -933057.001348
  nChanged 598
		SP:Iteration 4F (159497.260000 sec): 3 clusters
  Score: Raw -936441.857885 + Penalty 3028.417516 = -933413.440369
  nChanged 584
		SP:Iteration 5F (159497.500000 sec): 3 clusters
  Score: Raw -936765.898424 + Penalty 3028.417516 = -933737.480908
  nChanged 532
		SP:Iteration 6Q (159497.740000 sec): 3 clusters
  Score: Raw -937060.519028 + Penalty 3028.417516 = -934032.101511
  nChanged 456
		SP:Iteration 7Q (159497.940000 sec): 3 clusters
  Score: Raw -937289.233379 + Penalty 3028.417516 = -934260.815863
  nChanged 401
		SP:Iteration 8Q (159498.160000 sec): 3 clusters
  Score: Raw -937457.052113 + Penalty 3028.417516 = -934428.634597
  nChanged 352
		SP:Iteration 9Q (159498.400000 sec): 3 clusters
  Score: Raw -937599.253667 + Penalty 3028.417516 = -934570.836150
  nChanged 294
		SP:Iteration 10Q (159498.610000 sec): 3 clusters
  Score: Raw -937713.570498 + Penalty 3028.417516 = -934685.152982
  nChanged 241
		SP:Iteration 11Q (159498.850000 sec): 3 clusters
  Score: Raw -937806.682382 + Penalty 3028.417516 = -934778.264866
  nChanged 224
		SP:Iteration 12Q (159499.100000 sec): 3 clusters
  Score: Raw -937883.110226 + Penalty 3028.417516 = -934854.692709
  nChanged 195
		SP:Iteration 13Q (159499.390000 sec): 3 clusters
  Score: Raw -937953.769625 + Penalty 3028.417516 = -934925.352109
  nChanged 184
		SP:Iteration 14Q (159499.630000 sec): 3 clusters
  Score: Raw -938024.024516 + Penalty 3028.417516 = -934995.606999
  nChanged 182
		SP:Iteration 15Q (159499.840000 sec): 3 clusters
  Score: Raw -938090.353060 + Penalty 3028.417516 = -935061.935543
  nChanged 163
		SP:Iteration 16Q (159500.060000 sec): 3 clusters
  Score: Raw -938147.489954 + Penalty 3028.417516 = -935119.072438
  nChanged 166
		SP:Iteration 17Q (159500.300000 sec): 3 clusters
  Score: Raw -938199.945123 + Penalty 3028.417516 = -935171.527606
  nChanged 168
		SP:Iteration 18Q (159500.540000 sec): 3 clusters
  Score: Raw -938262.789065 + Penalty 3028.417516 = -935234.371548
  nChanged 146
		SP:Iteration 19Q (159500.810000 sec): 3 clusters
  Score: Raw -938315.991090 + Penalty 3028.417516 = -935287.573573
  nChanged 132
		SP:Iteration 20F (159501.050000 sec): 3 clusters
  Score: Raw -938368.825289 + Penalty 3028.417516 = -935340.407773
  nChanged 127
		SP:Iteration 21Q (159501.290000 sec): 3 clusters
  Score: Raw -938411.020858 + Penalty 3028.417516 = -935382.603342
  nChanged 136
		SP:Iteration 22Q (159501.500000 sec): 3 clusters
  Score: Raw -938459.899539 + Penalty 3028.417516 = -935431.482023
  nChanged 124
		SP:Iteration 23Q (159501.730000 sec): 3 clusters
  Score: Raw -938499.002476 + Penalty 3028.417516 = -935470.584960
  nChanged 123
		SP:Iteration 24Q (159501.930000 sec): 3 clusters
  Score: Raw -938545.350314 + Penalty 3028.417516 = -935516.932798
  nChanged 123
		SP:Iteration 25Q (159502.180000 sec): 3 clusters
  Score: Raw -938596.259951 + Penalty 3028.417516 = -935567.842435
  nChanged 122
		SP:Iteration 26Q (159502.440000 sec): 3 clusters
  Score: Raw -938657.812843 + Penalty 3028.417516 = -935629.395326
  nChanged 132
		SP:Iteration 27Q (159502.660000 sec): 3 clusters
  Score: Raw -938735.524413 + Penalty 3028.417516 = -935707.106897
  nChanged 137
		SP:Iteration 28Q (159502.890000 sec): 3 clusters
  Score: Raw -938826.739852 + Penalty 3028.417516 = -935798.322335
  nChanged 136
		SP:Iteration 29Q (159503.070000 sec): 3 clusters
  Score: Raw -938900.878406 + Penalty 3028.417516 = -935872.460889
  nChanged 107
		SP:Iteration 30Q (159503.280000 sec): 3 clusters
  Score: Raw -938952.069973 + Penalty 3028.417516 = -935923.652457
  nChanged 100
		SP:Iteration 31Q (159503.520000 sec): 3 clusters
  Score: Raw -939000.989647 + Penalty 3028.417516 = -935972.572130
  nChanged 100
		SP:Iteration 32Q (159503.720000 sec): 3 clusters
  Score: Raw -939049.681745 + Penalty 3028.417516 = -936021.264228
  nChanged 89
		SP:Iteration 33Q (159503.960000 sec): 3 clusters
  Score: Raw -939095.036402 + Penalty 3028.417516 = -936066.618886
  nChanged 79
		SP:Iteration 34Q (159504.190000 sec): 3 clusters
  Score: Raw -939128.360062 + Penalty 3028.417516 = -936099.942546
  nChanged 57
		SP:Iteration 35Q (159504.410000 sec): 3 clusters
  Score: Raw -939148.603031 + Penalty 3028.417516 = -936120.185515
  nChanged 43
		SP:Iteration 36Q (159504.650000 sec): 3 clusters
  Score: Raw -939164.877759 + Penalty 3028.417516 = -936136.460242
  nChanged 43
		SP:Iteration 37Q (159504.890000 sec): 3 clusters
  Score: Raw -939178.852009 + Penalty 3028.417516 = -936150.434493
  nChanged 41
		SP:Iteration 38Q (159505.100000 sec): 3 clusters
  Score: Raw -939193.068384 + Penalty 3028.417516 = -936164.650867
  nChanged 48
		SP:Iteration 39Q (159505.330000 sec): 3 clusters
  Score: Raw -939213.666614 + Penalty 3028.417516 = -936185.249097
  nChanged 48
		SP:Iteration 40F (159505.590000 sec): 3 clusters
  Score: Raw -939239.130136 + Penalty 3028.417516 = -936210.712619
  nChanged 59
		SP:Iteration 41Q (159505.780000 sec): 3 clusters
  Score: Raw -939277.676133 + Penalty 3028.417516 = -936249.258617
  nChanged 62
		SP:Iteration 42Q (159506.000000 sec): 3 clusters
  Score: Raw -939310.865424 + Penalty 3028.417516 = -936282.447908
  nChanged 48
		SP:Iteration 43Q (159506.240000 sec): 3 clusters
  Score: Raw -939338.868655 + Penalty 3028.417516 = -936310.451138
  nChanged 64
		SP:Iteration 44Q (159506.460000 sec): 3 clusters
  Score: Raw -939386.676621 + Penalty 3028.417516 = -936358.259104
  nChanged 52
		SP:Iteration 45Q (159506.650000 sec): 3 clusters
  Score: Raw -939414.625245 + Penalty 3028.417516 = -936386.207728
  nChanged 37
		SP:Iteration 46Q (159506.910000 sec): 3 clusters
  Score: Raw -939428.503118 + Penalty 3028.417516 = -936400.085601
  nChanged 25
		SP:Iteration 47Q (159507.120000 sec): 3 clusters
  Score: Raw -939437.985818 + Penalty 3028.417516 = -936409.568302
  nChanged 30
		SP:Iteration 48Q (159507.350000 sec): 3 clusters
  Score: Raw -939448.394301 + Penalty 3028.417516 = -936419.976785
  nChanged 32
		SP:Iteration 49Q (159507.560000 sec): 3 clusters
  Score: Raw -939457.816325 + Penalty 3028.417516 = -936429.398808
  nChanged 24
		SP:Iteration 50Q (159507.790000 sec): 3 clusters
  Score: Raw -939465.468097 + Penalty 3028.417516 = -936437.050580
  nChanged 31
		SP:Iteration 51Q (159508.010000 sec): 3 clusters
  Score: Raw -939474.729280 + Penalty 3028.417516 = -936446.311763
  nChanged 19
		SP:Iteration 52Q (159508.250000 sec): 3 clusters
  Score: Raw -939479.877841 + Penalty 3028.417516 = -936451.460324
  nChanged 19
		SP:Iteration 53Q (159508.500000 sec): 3 clusters
  Score: Raw -939487.102431 + Penalty 3028.417516 = -936458.684915
  nChanged 22
		SP:Iteration 54Q (159508.730000 sec): 3 clusters
  Score: Raw -939493.367089 + Penalty 3028.417516 = -936464.949572
  nChanged 20
		SP:Iteration 55Q (159508.990000 sec): 3 clusters
  Score: Raw -939500.366364 + Penalty 3028.417516 = -936471.948848
  nChanged 14
		SP:Iteration 56Q (159509.220000 sec): 3 clusters
  Score: Raw -939503.962558 + Penalty 3028.417516 = -936475.545042
  nChanged 15
		SP:Iteration 57Q (159509.440000 sec): 3 clusters
  Score: Raw -939507.503054 + Penalty 3028.417516 = -936479.085537
  nChanged 7
		SP:Iteration 58Q (159509.720000 sec): 3 clusters
  Score: Raw -939509.302942 + Penalty 3028.417516 = -936480.885426
  nChanged 7
		SP:Iteration 59Q (159509.920000 sec): 3 clusters
  Score: Raw -939511.174236 + Penalty 3028.417516 = -936482.756719
  nChanged 4
		SP:Iteration 60F (159510.140000 sec): 3 clusters
  Score: Raw -939511.537067 + Penalty 3028.417516 = -936483.119550
  nChanged 2
		SP:Iteration 61Q (159510.410000 sec): 3 clusters
  Score: Raw -939511.911120 + Penalty 3028.417516 = -936483.493604
  nChanged 4
		SP:Iteration 62Q (159510.600000 sec): 3 clusters
  Score: Raw -939512.699365 + Penalty 3028.417516 = -936484.281849
  nChanged 1
		SP:Iteration 63Q (159510.850000 sec): 3 clusters
  Score: Raw -939513.071028 + Penalty 3028.417516 = -936484.653512
  nChanged 2
		SP:Iteration 64Q (159511.050000 sec): 3 clusters
  Score: Raw -939513.689936 + Penalty 3028.417516 = -936485.272419
  nChanged 4
		SP:Iteration 65Q (159511.240000 sec): 3 clusters
  Score: Raw -939514.463700 + Penalty 3028.417516 = -936486.046183
  nChanged 11
		SP:Iteration 66Q (159511.500000 sec): 3 clusters
  Score: Raw -939517.058097 + Penalty 3028.417516 = -936488.640581
  nChanged 5
		SP:Iteration 67Q (159511.720000 sec): 3 clusters
  Score: Raw -939518.389971 + Penalty 3028.417516 = -936489.972455
  nChanged 2
		SP:Iteration 68Q (159511.900000 sec): 3 clusters
  Score: Raw -939518.659143 + Penalty 3028.417516 = -936490.241627
  nChanged 0
		SP:Iteration 69F (159512.140000 sec): 3 clusters
  Score: Raw -939518.659143 + Penalty 3028.417516 = -936490.241627
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 18 (8495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159512.270000 sec): 2 clusters
  Score: Raw -658320.302880 + Penalty 1470.175368 = -656850.127512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159512.450000 sec): 3 clusters
  Score: Raw -653562.491812 + Penalty 2940.350736 = -650622.141076
  nChanged 3656
		SP:Iteration 1F (159512.670000 sec): 3 clusters
  Score: Raw -655638.891458 + Penalty 2940.350736 = -652698.540722
  nChanged 599
		SP:Iteration 2F (159512.890000 sec): 3 clusters
  Score: Raw -655961.533333 + Penalty 2940.350736 = -653021.182597
  nChanged 507
		SP:Iteration 3F (159513.100000 sec): 3 clusters
  Score: Raw -656262.500539 + Penalty 2940.350736 = -653322.149803
  nChanged 480
		SP:Iteration 4F (159513.320000 sec): 3 clusters
  Score: Raw -656509.860281 + Penalty 2940.350736 = -653569.509545
  nChanged 374
		SP:Iteration 5Q (159513.540000 sec): 3 clusters
  Score: Raw -656698.785648 + Penalty 2940.350736 = -653758.434912
  nChanged 344
		SP:Iteration 6Q (159513.780000 sec): 3 clusters
  Score: Raw -656868.881762 + Penalty 2940.350736 = -653928.531026
  nChanged 319
		SP:Iteration 7Q (159513.950000 sec): 3 clusters
  Score: Raw -657021.739825 + Penalty 2940.350736 = -654081.389088
  nChanged 275
		SP:Iteration 8Q (159514.210000 sec): 3 clusters
  Score: Raw -657147.871872 + Penalty 2940.350736 = -654207.521136
  nChanged 237
		SP:Iteration 9Q (159514.410000 sec): 3 clusters
  Score: Raw -657257.810534 + Penalty 2940.350736 = -654317.459798
  nChanged 235
		SP:Iteration 10Q (159514.640000 sec): 3 clusters
  Score: Raw -657347.486652 + Penalty 2940.350736 = -654407.135916
  nChanged 181
		SP:Iteration 11Q (159514.850000 sec): 3 clusters
  Score: Raw -657415.008415 + Penalty 2940.350736 = -654474.657679
  nChanged 169
		SP:Iteration 12Q (159515.070000 sec): 3 clusters
  Score: Raw -657484.809832 + Penalty 2940.350736 = -654544.459096
  nChanged 173
		SP:Iteration 13Q (159515.300000 sec): 3 clusters
  Score: Raw -657562.202844 + Penalty 2940.350736 = -654621.852108
  nChanged 172
		SP:Iteration 14Q (159515.510000 sec): 3 clusters
  Score: Raw -657637.109914 + Penalty 2940.350736 = -654696.759178
  nChanged 168
		SP:Iteration 15Q (159515.760000 sec): 3 clusters
  Score: Raw -657715.340925 + Penalty 2940.350736 = -654774.990189
  nChanged 183
		SP:Iteration 16Q (159516.010000 sec): 3 clusters
  Score: Raw -657795.256597 + Penalty 2940.350736 = -654854.905861
  nChanged 184
		SP:Iteration 17Q (159516.220000 sec): 3 clusters
  Score: Raw -657868.349600 + Penalty 2940.350736 = -654927.998864
  nChanged 165
		SP:Iteration 18Q (159516.480000 sec): 3 clusters
  Score: Raw -657932.041876 + Penalty 2940.350736 = -654991.691140
  nChanged 146
		SP:Iteration 19Q (159516.720000 sec): 3 clusters
  Score: Raw -657985.237200 + Penalty 2940.350736 = -655044.886464
  nChanged 132
		SP:Iteration 20F (159516.960000 sec): 3 clusters
  Score: Raw -658028.653462 + Penalty 2940.350736 = -655088.302726
  nChanged 122
		SP:Iteration 21Q (159517.150000 sec): 3 clusters
  Score: Raw -658072.181352 + Penalty 2940.350736 = -655131.830616
  nChanged 124
		SP:Iteration 22Q (159517.360000 sec): 3 clusters
  Score: Raw -658119.087157 + Penalty 2940.350736 = -655178.736421
  nChanged 131
		SP:Iteration 23Q (159517.560000 sec): 3 clusters
  Score: Raw -658166.441157 + Penalty 2940.350736 = -655226.090421
  nChanged 129
		SP:Iteration 24Q (159517.800000 sec): 3 clusters
  Score: Raw -658212.299587 + Penalty 2940.350736 = -655271.948851
  nChanged 106
		SP:Iteration 25Q (159517.990000 sec): 3 clusters
  Score: Raw -658248.693509 + Penalty 2940.350736 = -655308.342773
  nChanged 91
		SP:Iteration 26Q (159518.240000 sec): 3 clusters
  Score: Raw -658282.826202 + Penalty 2940.350736 = -655342.475466
  nChanged 93
		SP:Iteration 27Q (159518.420000 sec): 3 clusters
  Score: Raw -658320.875642 + Penalty 2940.350736 = -655380.524906
  nChanged 112
		SP:Iteration 28Q (159518.680000 sec): 3 clusters
  Score: Raw -658373.968238 + Penalty 2940.350736 = -655433.617502
  nChanged 110
		SP:Iteration 29Q (159518.910000 sec): 3 clusters
  Score: Raw -658425.411188 + Penalty 2940.350736 = -655485.060451
  nChanged 106
		SP:Iteration 30Q (159519.130000 sec): 3 clusters
  Score: Raw -658481.144391 + Penalty 2940.350736 = -655540.793655
  nChanged 94
		SP:Iteration 31Q (159519.380000 sec): 3 clusters
  Score: Raw -658542.897700 + Penalty 2940.350736 = -655602.546964
  nChanged 99
		SP:Iteration 32Q (159519.550000 sec): 3 clusters
  Score: Raw -658616.139524 + Penalty 2940.350736 = -655675.788788
  nChanged 88
		SP:Iteration 33Q (159519.770000 sec): 3 clusters
  Score: Raw -658684.854895 + Penalty 2940.350736 = -655744.504159
  nChanged 84
		SP:Iteration 34Q (159520.020000 sec): 3 clusters
  Score: Raw -658748.527937 + Penalty 2940.350736 = -655808.177201
  nChanged 62
		SP:Iteration 35Q (159520.230000 sec): 3 clusters
  Score: Raw -658799.170591 + Penalty 2940.350736 = -655858.819855
  nChanged 59
		SP:Iteration 36Q (159520.430000 sec): 3 clusters
  Score: Raw -658844.063526 + Penalty 2940.350736 = -655903.712789
  nChanged 51
		SP:Iteration 37Q (159520.610000 sec): 3 clusters
  Score: Raw -658877.515927 + Penalty 2940.350736 = -655937.165191
  nChanged 38
		SP:Iteration 38Q (159520.840000 sec): 3 clusters
  Score: Raw -658898.675839 + Penalty 2940.350736 = -655958.325103
  nChanged 34
		SP:Iteration 39Q (159521.070000 sec): 3 clusters
  Score: Raw -658914.861441 + Penalty 2940.350736 = -655974.510705
  nChanged 22
		SP:Iteration 40F (159521.280000 sec): 3 clusters
  Score: Raw -658922.572660 + Penalty 2940.350736 = -655982.221924
  nChanged 19
		SP:Iteration 41Q (159521.450000 sec): 3 clusters
  Score: Raw -658929.204631 + Penalty 2940.350736 = -655988.853895
  nChanged 12
		SP:Iteration 42Q (159521.670000 sec): 3 clusters
  Score: Raw -658937.051182 + Penalty 2940.350736 = -655996.700446
  nChanged 11
		SP:Iteration 43Q (159521.920000 sec): 3 clusters
  Score: Raw -658943.161902 + Penalty 2940.350736 = -656002.811166
  nChanged 8
		SP:Iteration 44Q (159522.140000 sec): 3 clusters
  Score: Raw -658949.290778 + Penalty 2940.350736 = -656008.940042
  nChanged 9
		SP:Iteration 45Q (159522.330000 sec): 3 clusters
  Score: Raw -658954.362226 + Penalty 2940.350736 = -656014.011490
  nChanged 13
		SP:Iteration 46Q (159522.560000 sec): 3 clusters
  Score: Raw -658964.675610 + Penalty 2940.350736 = -656024.324874
  nChanged 11
		SP:Iteration 47Q (159522.880000 sec): 3 clusters
  Score: Raw -658972.279902 + Penalty 2940.350736 = -656031.929166
  nChanged 10
		SP:Iteration 48Q (159523.090000 sec): 3 clusters
  Score: Raw -658978.535706 + Penalty 2940.350736 = -656038.184970
  nChanged 7
		SP:Iteration 49Q (159523.350000 sec): 3 clusters
  Score: Raw -658981.657952 + Penalty 2940.350736 = -656041.307215
  nChanged 6
		SP:Iteration 50Q (159523.550000 sec): 3 clusters
  Score: Raw -658985.078745 + Penalty 2940.350736 = -656044.728009
  nChanged 5
		SP:Iteration 51Q (159523.770000 sec): 3 clusters
  Score: Raw -658986.769737 + Penalty 2940.350736 = -656046.419001
  nChanged 3
		SP:Iteration 52Q (159524.010000 sec): 3 clusters
  Score: Raw -658987.658621 + Penalty 2940.350736 = -656047.307885
  nChanged 1
		SP:Iteration 53Q (159524.230000 sec): 3 clusters
  Score: Raw -658987.942161 + Penalty 2940.350736 = -656047.591425
  nChanged 1
		SP:Iteration 54Q (159524.370000 sec): 3 clusters
  Score: Raw -658988.249779 + Penalty 2940.350736 = -656047.899043
  nChanged 2
		SP:Iteration 55Q (159524.560000 sec): 3 clusters
  Score: Raw -658988.937279 + Penalty 2940.350736 = -656048.586543
  nChanged 1
		SP:Iteration 56Q (159524.790000 sec): 3 clusters
  Score: Raw -658989.416686 + Penalty 2940.350736 = -656049.065950
  nChanged 1
		SP:Iteration 57Q (159524.980000 sec): 3 clusters
  Score: Raw -658989.796852 + Penalty 2940.350736 = -656049.446115
  nChanged 0
		SP:Iteration 58F (159525.210000 sec): 3 clusters
  Score: Raw -658989.796852 + Penalty 2940.350736 = -656049.446115
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 19 (172783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159525.890000 sec): 2 clusters
  Score: Raw -14925225.017981 + Penalty 1959.716160 = -14923265.301821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159526.780000 sec): 3 clusters
  Score: Raw -14811151.572742 + Penalty 3919.432319 = -14807232.140423
  nChanged 83325
		SP:Iteration 1F (159527.750000 sec): 3 clusters
  Score: Raw -14861335.123523 + Penalty 3919.432319 = -14857415.691204
  nChanged 5716
		SP:Iteration 2Q (159528.780000 sec): 3 clusters
  Score: Raw -14862815.221222 + Penalty 3919.432319 = -14858895.788903
  nChanged 6358
		SP:Iteration 3Q (159529.720000 sec): 3 clusters
  Score: Raw -14864754.212896 + Penalty 3919.432319 = -14860834.780577
  nChanged 7356
		SP:Iteration 4Q (159530.780000 sec): 3 clusters
  Score: Raw -14867448.903204 + Penalty 3919.432319 = -14863529.470885
  nChanged 8528
		SP:Iteration 5Q (159531.860000 sec): 3 clusters
  Score: Raw -14871300.309154 + Penalty 3919.432319 = -14867380.876835
  nChanged 9726
		SP:Iteration 6F (159532.770000 sec): 3 clusters
  Score: Raw -14876753.479047 + Penalty 3919.432319 = -14872834.046728
  nChanged 10455
		SP:Iteration 7F (159533.680000 sec): 3 clusters
  Score: Raw -14884059.775207 + Penalty 3919.432319 = -14880140.342888
  nChanged 10491
		SP:Iteration 8F (159534.540000 sec): 3 clusters
  Score: Raw -14892610.643298 + Penalty 3919.432319 = -14888691.210979
  nChanged 9211
		SP:Iteration 9F (159535.400000 sec): 3 clusters
  Score: Raw -14900771.165775 + Penalty 3919.432319 = -14896851.733456
  nChanged 7148
		SP:Iteration 10Q (159536.290000 sec): 3 clusters
  Score: Raw -14906899.522328 + Penalty 3919.432319 = -14902980.090009
  nChanged 5261
		SP:Iteration 11Q (159537.150000 sec): 3 clusters
  Score: Raw -14910867.440689 + Penalty 3919.432319 = -14906948.008370
  nChanged 4023
		SP:Iteration 12Q (159538.070000 sec): 3 clusters
  Score: Raw -14913678.139843 + Penalty 3919.432319 = -14909758.707524
  nChanged 3344
		SP:Iteration 13Q (159538.970000 sec): 3 clusters
  Score: Raw -14916035.393460 + Penalty 3919.432319 = -14912115.961141
  nChanged 2807
		SP:Iteration 14Q (159539.900000 sec): 3 clusters
  Score: Raw -14918094.296055 + Penalty 3919.432319 = -14914174.863736
  nChanged 2339
		SP:Iteration 15Q (159540.830000 sec): 3 clusters
  Score: Raw -14919889.875374 + Penalty 3919.432319 = -14915970.443055
  nChanged 1836
		SP:Iteration 16Q (159541.680000 sec): 3 clusters
  Score: Raw -14921331.691055 + Penalty 3919.432319 = -14917412.258736
  nChanged 1372
		SP:Iteration 17Q (159542.630000 sec): 3 clusters
  Score: Raw -14922381.681719 + Penalty 3919.432319 = -14918462.249400
  nChanged 1016
		SP:Iteration 18Q (159543.620000 sec): 3 clusters
  Score: Raw -14923090.162508 + Penalty 3919.432319 = -14919170.730189
  nChanged 783
		SP:Iteration 19Q (159544.410000 sec): 3 clusters
  Score: Raw -14923615.283187 + Penalty 3919.432319 = -14919695.850868
  nChanged 647
		SP:Iteration 20F (159545.360000 sec): 3 clusters
  Score: Raw -14924004.317269 + Penalty 3919.432319 = -14920084.884950
  nChanged 495
		SP:Iteration 21Q (159546.390000 sec): 3 clusters
  Score: Raw -14924280.273678 + Penalty 3919.432319 = -14920360.841359
  nChanged 445
		SP:Iteration 22Q (159547.350000 sec): 3 clusters
  Score: Raw -14924500.468126 + Penalty 3919.432319 = -14920581.035807
  nChanged 363
		SP:Iteration 23Q (159548.150000 sec): 3 clusters
  Score: Raw -14924683.446199 + Penalty 3919.432319 = -14920764.013880
  nChanged 310
		SP:Iteration 24Q (159549.070000 sec): 3 clusters
  Score: Raw -14924826.777815 + Penalty 3919.432319 = -14920907.345496
  nChanged 247
		SP:Iteration 25Q (159549.900000 sec): 3 clusters
  Score: Raw -14924945.159723 + Penalty 3919.432319 = -14921025.727404
  nChanged 209
		SP:Iteration 26Q (159550.770000 sec): 3 clusters
  Score: Raw -14925036.012090 + Penalty 3919.432319 = -14921116.579771
  nChanged 163
		SP:Iteration 27Q (159551.550000 sec): 3 clusters
  Score: Raw -14925116.416962 + Penalty 3919.432319 = -14921196.984643
  nChanged 136
		SP:Iteration 28Q (159552.420000 sec): 3 clusters
  Score: Raw -14925182.565125 + Penalty 3919.432319 = -14921263.132806
  nChanged 121
		SP:Iteration 29Q (159553.360000 sec): 3 clusters
  Score: Raw -14925239.160660 + Penalty 3919.432319 = -14921319.728341
  nChanged 101
		SP:Iteration 30Q (159554.220000 sec): 3 clusters
  Score: Raw -14925292.004127 + Penalty 3919.432319 = -14921372.571808
  nChanged 83
		SP:Iteration 31Q (159555.070000 sec): 3 clusters
  Score: Raw -14925329.401411 + Penalty 3919.432319 = -14921409.969092
  nChanged 78
		SP:Iteration 32Q (159555.990000 sec): 3 clusters
  Score: Raw -14925367.209198 + Penalty 3919.432319 = -14921447.776879
  nChanged 78
		SP:Iteration 33Q (159556.800000 sec): 3 clusters
  Score: Raw -14925396.692107 + Penalty 3919.432319 = -14921477.259788
  nChanged 51
		SP:Iteration 34Q (159557.580000 sec): 3 clusters
  Score: Raw -14925416.485615 + Penalty 3919.432319 = -14921497.053296
  nChanged 49
		SP:Iteration 35Q (159558.420000 sec): 3 clusters
  Score: Raw -14925434.516528 + Penalty 3919.432319 = -14921515.084209
  nChanged 36
		SP:Iteration 36Q (159559.260000 sec): 3 clusters
  Score: Raw -14925447.018318 + Penalty 3919.432319 = -14921527.585999
  nChanged 29
		SP:Iteration 37Q (159560.090000 sec): 3 clusters
  Score: Raw -14925457.602327 + Penalty 3919.432319 = -14921538.170008
  nChanged 30
		SP:Iteration 38Q (159560.930000 sec): 3 clusters
  Score: Raw -14925468.690287 + Penalty 3919.432319 = -14921549.257968
  nChanged 23
		SP:Iteration 39Q (159561.790000 sec): 3 clusters
  Score: Raw -14925478.548152 + Penalty 3919.432319 = -14921559.115833
  nChanged 26
		SP:Iteration 40F (159562.700000 sec): 3 clusters
  Score: Raw -14925490.839991 + Penalty 3919.432319 = -14921571.407672
  nChanged 28
		SP:Iteration 41Q (159563.490000 sec): 3 clusters
  Score: Raw -14925503.350067 + Penalty 3919.432319 = -14921583.917748
  nChanged 32
		SP:Iteration 42Q (159564.260000 sec): 3 clusters
  Score: Raw -14925516.973487 + Penalty 3919.432319 = -14921597.541168
  nChanged 25
		SP:Iteration 43Q (159564.990000 sec): 3 clusters
  Score: Raw -14925527.093148 + Penalty 3919.432319 = -14921607.660829
  nChanged 19
		SP:Iteration 44Q (159565.870000 sec): 3 clusters
  Score: Raw -14925534.956855 + Penalty 3919.432319 = -14921615.524536
  nChanged 18
		SP:Iteration 45Q (159566.760000 sec): 3 clusters
  Score: Raw -14925541.031029 + Penalty 3919.432319 = -14921621.598710
  nChanged 12
		SP:Iteration 46Q (159567.600000 sec): 3 clusters
  Score: Raw -14925545.930077 + Penalty 3919.432319 = -14921626.497758
  nChanged 13
		SP:Iteration 47Q (159568.430000 sec): 3 clusters
  Score: Raw -14925551.296175 + Penalty 3919.432319 = -14921631.863856
  nChanged 12
		SP:Iteration 48Q (159569.290000 sec): 3 clusters
  Score: Raw -14925556.297709 + Penalty 3919.432319 = -14921636.865390
  nChanged 12
		SP:Iteration 49Q (159570.210000 sec): 3 clusters
  Score: Raw -14925562.537941 + Penalty 3919.432319 = -14921643.105622
  nChanged 9
		SP:Iteration 50Q (159571.120000 sec): 3 clusters
  Score: Raw -14925565.264318 + Penalty 3919.432319 = -14921645.831999
  nChanged 6
		SP:Iteration 51Q (159572.050000 sec): 3 clusters
  Score: Raw -14925567.355301 + Penalty 3919.432319 = -14921647.922982
  nChanged 4
		SP:Iteration 52Q (159572.950000 sec): 3 clusters
  Score: Raw -14925568.707494 + Penalty 3919.432319 = -14921649.275175
  nChanged 2
		SP:Iteration 53Q (159573.770000 sec): 3 clusters
  Score: Raw -14925569.396296 + Penalty 3919.432319 = -14921649.963977
  nChanged 2
		SP:Iteration 54Q (159574.510000 sec): 3 clusters
  Score: Raw -14925570.429732 + Penalty 3919.432319 = -14921650.997413
  nChanged 2
		SP:Iteration 55Q (159575.320000 sec): 3 clusters
  Score: Raw -14925571.352719 + Penalty 3919.432319 = -14921651.920400
  nChanged 4
		SP:Iteration 56Q (159576.110000 sec): 3 clusters
  Score: Raw -14925573.165196 + Penalty 3919.432319 = -14921653.732877
  nChanged 2
		SP:Iteration 57Q (159576.980000 sec): 3 clusters
  Score: Raw -14925574.211513 + Penalty 3919.432319 = -14921654.779194
  nChanged 3
		SP:Iteration 58Q (159577.850000 sec): 3 clusters
  Score: Raw -14925575.875111 + Penalty 3919.432319 = -14921656.442792
  nChanged 2
		SP:Iteration 59Q (159578.790000 sec): 3 clusters
  Score: Raw -14925576.349371 + Penalty 3919.432319 = -14921656.917052
  nChanged 0
		SP:Iteration 60F (159579.710000 sec): 3 clusters
  Score: Raw -14925576.349371 + Penalty 3919.432319 = -14921656.917052
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 20 (15324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159579.910000 sec): 2 clusters
  Score: Raw -1319219.092710 + Penalty 1566.041020 = -1317653.051690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159580.190000 sec): 3 clusters
  Score: Raw -1310297.064871 + Penalty 3132.082039 = -1307164.982831
  nChanged 6732
		SP:Iteration 1F (159580.430000 sec): 3 clusters
  Score: Raw -1313877.843958 + Penalty 3132.082039 = -1310745.761919
  nChanged 828
		SP:Iteration 2F (159580.700000 sec): 3 clusters
  Score: Raw -1314245.007058 + Penalty 3132.082039 = -1311112.925018
  nChanged 866
		SP:Iteration 3F (159580.940000 sec): 3 clusters
  Score: Raw -1314710.423393 + Penalty 3132.082039 = -1311578.341354
  nChanged 954
		SP:Iteration 4F (159581.220000 sec): 3 clusters
  Score: Raw -1315349.380090 + Penalty 3132.082039 = -1312217.298051
  nChanged 1107
		SP:Iteration 5F (159581.460000 sec): 3 clusters
  Score: Raw -1316214.270460 + Penalty 3132.082039 = -1313082.188421
  nChanged 1160
		SP:Iteration 6F (159581.710000 sec): 3 clusters
  Score: Raw -1317225.086774 + Penalty 3132.082039 = -1314093.004735
  nChanged 973
		SP:Iteration 7F (159581.950000 sec): 3 clusters
  Score: Raw -1318142.449134 + Penalty 3132.082039 = -1315010.367094
  nChanged 637
		SP:Iteration 8Q (159582.240000 sec): 3 clusters
  Score: Raw -1318714.802351 + Penalty 3132.082039 = -1315582.720312
  nChanged 365
		SP:Iteration 9Q (159582.510000 sec): 3 clusters
  Score: Raw -1319050.080271 + Penalty 3132.082039 = -1315917.998232
  nChanged 186
		SP:Iteration 10Q (159582.780000 sec): 3 clusters
  Score: Raw -1319222.176225 + Penalty 3132.082039 = -1316090.094185
  nChanged 92
		SP:Iteration 11Q (159583.000000 sec): 3 clusters
  Score: Raw -1319319.993515 + Penalty 3132.082039 = -1316187.911476
  nChanged 60
		SP:Iteration 12Q (159583.210000 sec): 3 clusters
  Score: Raw -1319385.668009 + Penalty 3132.082039 = -1316253.585970
  nChanged 32
		SP:Iteration 13Q (159583.480000 sec): 3 clusters
  Score: Raw -1319420.169512 + Penalty 3132.082039 = -1316288.087473
  nChanged 21
		SP:Iteration 14Q (159583.750000 sec): 3 clusters
  Score: Raw -1319442.919308 + Penalty 3132.082039 = -1316310.837269
  nChanged 19
		SP:Iteration 15Q (159583.990000 sec): 3 clusters
  Score: Raw -1319465.516590 + Penalty 3132.082039 = -1316333.434550
  nChanged 14
		SP:Iteration 16Q (159584.250000 sec): 3 clusters
  Score: Raw -1319479.190543 + Penalty 3132.082039 = -1316347.108503
  nChanged 11
		SP:Iteration 17Q (159584.520000 sec): 3 clusters
  Score: Raw -1319490.870714 + Penalty 3132.082039 = -1316358.788674
  nChanged 4
		SP:Iteration 18Q (159584.790000 sec): 3 clusters
  Score: Raw -1319493.394308 + Penalty 3132.082039 = -1316361.312268
  nChanged 1
		SP:Iteration 19Q (159585.010000 sec): 3 clusters
  Score: Raw -1319494.613307 + Penalty 3132.082039 = -1316362.531268
  nChanged 1
		SP:Iteration 20F (159585.250000 sec): 3 clusters
  Score: Raw -1319496.292283 + Penalty 3132.082039 = -1316364.210243
  nChanged 1
		SP:Iteration 21Q (159585.530000 sec): 3 clusters
  Score: Raw -1319497.502053 + Penalty 3132.082039 = -1316365.420014
  nChanged 2
		SP:Iteration 22Q (159585.760000 sec): 3 clusters
  Score: Raw -1319498.931645 + Penalty 3132.082039 = -1316366.849606
  nChanged 3
		SP:Iteration 23Q (159585.980000 sec): 3 clusters
  Score: Raw -1319502.819673 + Penalty 3132.082039 = -1316370.737634
  nChanged 3
		SP:Iteration 24Q (159586.230000 sec): 3 clusters
  Score: Raw -1319504.642721 + Penalty 3132.082039 = -1316372.560681
  nChanged 0
		SP:Iteration 25F (159586.520000 sec): 3 clusters
  Score: Raw -1319504.642721 + Penalty 3132.082039 = -1316372.560681
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 21 (4334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159586.610000 sec): 2 clusters
  Score: Raw -369209.639145 + Penalty 1360.815005 = -367848.824140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159586.840000 sec): 3 clusters
  Score: Raw -367033.845813 + Penalty 2721.630009 = -364312.215804
  nChanged 1733
		SP:Iteration 1F (159587.050000 sec): 3 clusters
  Score: Raw -368052.282355 + Penalty 2721.630009 = -365330.652346
  nChanged 300
		SP:Iteration 2F (159587.220000 sec): 3 clusters
  Score: Raw -368241.938839 + Penalty 2721.630009 = -365520.308830
  nChanged 262
		SP:Iteration 3F (159587.430000 sec): 3 clusters
  Score: Raw -368410.495336 + Penalty 2721.630009 = -365688.865326
  nChanged 234
		SP:Iteration 4F (159587.610000 sec): 3 clusters
  Score: Raw -368559.726335 + Penalty 2721.630009 = -365838.096326
  nChanged 197
		SP:Iteration 5Q (159587.840000 sec): 3 clusters
  Score: Raw -368696.568226 + Penalty 2721.630009 = -365974.938217
  nChanged 184
		SP:Iteration 6Q (159588.010000 sec): 3 clusters
  Score: Raw -368807.562930 + Penalty 2721.630009 = -366085.932921
  nChanged 157
		SP:Iteration 7Q (159588.260000 sec): 3 clusters
  Score: Raw -368913.158683 + Penalty 2721.630009 = -366191.528674
  nChanged 139
		SP:Iteration 8Q (159588.520000 sec): 3 clusters
  Score: Raw -369007.433362 + Penalty 2721.630009 = -366285.803352
  nChanged 110
		SP:Iteration 9Q (159588.720000 sec): 3 clusters
  Score: Raw -369070.678050 + Penalty 2721.630009 = -366349.048041
  nChanged 71
		SP:Iteration 10Q (159588.900000 sec): 3 clusters
  Score: Raw -369103.722285 + Penalty 2721.630009 = -366382.092276
  nChanged 56
		SP:Iteration 11Q (159589.090000 sec): 3 clusters
  Score: Raw -369128.276896 + Penalty 2721.630009 = -366406.646887
  nChanged 47
		SP:Iteration 12Q (159589.260000 sec): 3 clusters
  Score: Raw -369150.171033 + Penalty 2721.630009 = -366428.541024
  nChanged 45
		SP:Iteration 13Q (159589.480000 sec): 3 clusters
  Score: Raw -369167.055167 + Penalty 2721.630009 = -366445.425158
  nChanged 29
		SP:Iteration 14Q (159589.710000 sec): 3 clusters
  Score: Raw -369176.382955 + Penalty 2721.630009 = -366454.752945
  nChanged 24
		SP:Iteration 15Q (159589.880000 sec): 3 clusters
  Score: Raw -369184.914235 + Penalty 2721.630009 = -366463.284226
  nChanged 16
		SP:Iteration 16Q (159590.100000 sec): 3 clusters
  Score: Raw -369189.636104 + Penalty 2721.630009 = -366468.006095
  nChanged 14
		SP:Iteration 17Q (159590.270000 sec): 3 clusters
  Score: Raw -369193.402326 + Penalty 2721.630009 = -366471.772317
  nChanged 13
		SP:Iteration 18Q (159590.500000 sec): 3 clusters
  Score: Raw -369197.043965 + Penalty 2721.630009 = -366475.413956
  nChanged 9
		SP:Iteration 19Q (159590.640000 sec): 3 clusters
  Score: Raw -369200.584962 + Penalty 2721.630009 = -366478.954953
  nChanged 13
		SP:Iteration 20F (159590.870000 sec): 3 clusters
  Score: Raw -369204.127350 + Penalty 2721.630009 = -366482.497341
  nChanged 10
		SP:Iteration 21Q (159591.040000 sec): 3 clusters
  Score: Raw -369206.212429 + Penalty 2721.630009 = -366484.582420
  nChanged 10
		SP:Iteration 22Q (159591.240000 sec): 3 clusters
  Score: Raw -369209.013256 + Penalty 2721.630009 = -366487.383246
  nChanged 5
		SP:Iteration 23Q (159591.480000 sec): 3 clusters
  Score: Raw -369210.702133 + Penalty 2721.630009 = -366489.072124
  nChanged 7
		SP:Iteration 24Q (159591.670000 sec): 3 clusters
  Score: Raw -369212.680208 + Penalty 2721.630009 = -366491.050199
  nChanged 5
		SP:Iteration 25Q (159591.880000 sec): 3 clusters
  Score: Raw -369214.139793 + Penalty 2721.630009 = -366492.509784
  nChanged 6
		SP:Iteration 26Q (159592.100000 sec): 3 clusters
  Score: Raw -369215.279594 + Penalty 2721.630009 = -366493.649585
  nChanged 7
		SP:Iteration 27Q (159592.280000 sec): 3 clusters
  Score: Raw -369217.474165 + Penalty 2721.630009 = -366495.844156
  nChanged 12
		SP:Iteration 28Q (159592.470000 sec): 3 clusters
  Score: Raw -369220.526254 + Penalty 2721.630009 = -366498.896245
  nChanged 5
		SP:Iteration 29Q (159592.680000 sec): 3 clusters
  Score: Raw -369221.601958 + Penalty 2721.630009 = -366499.971949
  nChanged 5
		SP:Iteration 30Q (159592.850000 sec): 3 clusters
  Score: Raw -369222.891179 + Penalty 2721.630009 = -366501.261170
  nChanged 4
		SP:Iteration 31Q (159593.090000 sec): 3 clusters
  Score: Raw -369224.386708 + Penalty 2721.630009 = -366502.756699
  nChanged 6
		SP:Iteration 32Q (159593.280000 sec): 3 clusters
  Score: Raw -369225.936435 + Penalty 2721.630009 = -366504.306426
  nChanged 3
		SP:Iteration 33Q (159593.500000 sec): 3 clusters
  Score: Raw -369226.488485 + Penalty 2721.630009 = -366504.858476
  nChanged 8
		SP:Iteration 34Q (159593.670000 sec): 3 clusters
  Score: Raw -369228.543960 + Penalty 2721.630009 = -366506.913951
  nChanged 8
		SP:Iteration 35Q (159593.860000 sec): 3 clusters
  Score: Raw -369230.851146 + Penalty 2721.630009 = -366509.221137
  nChanged 12
		SP:Iteration 36Q (159594.060000 sec): 3 clusters
  Score: Raw -369235.240167 + Penalty 2721.630009 = -366513.610158
  nChanged 13
		SP:Iteration 37Q (159594.240000 sec): 3 clusters
  Score: Raw -369239.178920 + Penalty 2721.630009 = -366517.548911
  nChanged 13
		SP:Iteration 38Q (159594.460000 sec): 3 clusters
  Score: Raw -369244.599730 + Penalty 2721.630009 = -366522.969721
  nChanged 12
		SP:Iteration 39Q (159594.660000 sec): 3 clusters
  Score: Raw -369248.523963 + Penalty 2721.630009 = -366526.893954
  nChanged 11
		SP:Iteration 40F (159594.860000 sec): 3 clusters
  Score: Raw -369252.718227 + Penalty 2721.630009 = -366531.088218
  nChanged 13
		SP:Iteration 41Q (159595.020000 sec): 3 clusters
  Score: Raw -369258.187518 + Penalty 2721.630009 = -366536.557509
  nChanged 16
		SP:Iteration 42Q (159595.170000 sec): 3 clusters
  Score: Raw -369264.542745 + Penalty 2721.630009 = -366542.912736
  nChanged 18
		SP:Iteration 43Q (159595.330000 sec): 3 clusters
  Score: Raw -369269.990623 + Penalty 2721.630009 = -366548.360614
  nChanged 16
		SP:Iteration 44Q (159595.520000 sec): 3 clusters
  Score: Raw -369274.293926 + Penalty 2721.630009 = -366552.663917
  nChanged 9
		SP:Iteration 45Q (159595.710000 sec): 3 clusters
  Score: Raw -369277.029890 + Penalty 2721.630009 = -366555.399881
  nChanged 7
		SP:Iteration 46Q (159595.880000 sec): 3 clusters
  Score: Raw -369279.020125 + Penalty 2721.630009 = -366557.390116
  nChanged 6
		SP:Iteration 47Q (159596.030000 sec): 3 clusters
  Score: Raw -369280.109226 + Penalty 2721.630009 = -366558.479217
  nChanged 2
		SP:Iteration 48Q (159596.240000 sec): 3 clusters
  Score: Raw -369280.466653 + Penalty 2721.630009 = -366558.836644
  nChanged 1
		SP:Iteration 49Q (159596.430000 sec): 3 clusters
  Score: Raw -369280.620113 + Penalty 2721.630009 = -366558.990104
  nChanged 1
		SP:Iteration 50Q (159596.600000 sec): 3 clusters
  Score: Raw -369280.826030 + Penalty 2721.630009 = -366559.196020
  nChanged 2
		SP:Iteration 51Q (159596.800000 sec): 3 clusters
  Score: Raw -369281.094912 + Penalty 2721.630009 = -366559.464903
  nChanged 2
		SP:Iteration 52Q (159596.990000 sec): 3 clusters
  Score: Raw -369281.311481 + Penalty 2721.630009 = -366559.681472
  nChanged 2
		SP:Iteration 53Q (159597.200000 sec): 3 clusters
  Score: Raw -369281.750442 + Penalty 2721.630009 = -366560.120432
  nChanged 2
		SP:Iteration 54Q (159597.430000 sec): 3 clusters
  Score: Raw -369282.204963 + Penalty 2721.630009 = -366560.574954
  nChanged 1
		SP:Iteration 55Q (159597.590000 sec): 3 clusters
  Score: Raw -369282.609168 + Penalty 2721.630009 = -366560.979158
  nChanged 2
		SP:Iteration 56Q (159597.790000 sec): 3 clusters
  Score: Raw -369283.829028 + Penalty 2721.630009 = -366562.199019
  nChanged 5
		SP:Iteration 57Q (159597.990000 sec): 3 clusters
  Score: Raw -369284.665573 + Penalty 2721.630009 = -366563.035564
  nChanged 4
		SP:Iteration 58Q (159598.170000 sec): 3 clusters
  Score: Raw -369285.765589 + Penalty 2721.630009 = -366564.135580
  nChanged 5
		SP:Iteration 59Q (159598.370000 sec): 3 clusters
  Score: Raw -369287.237269 + Penalty 2721.630009 = -366565.607260
  nChanged 3
		SP:Iteration 60F (159598.550000 sec): 3 clusters
  Score: Raw -369287.725316 + Penalty 2721.630009 = -366566.095306
  nChanged 3
		SP:Iteration 61Q (159598.740000 sec): 3 clusters
  Score: Raw -369288.486953 + Penalty 2721.630009 = -366566.856944
  nChanged 3
		SP:Iteration 62Q (159598.940000 sec): 3 clusters
  Score: Raw -369289.101109 + Penalty 2721.630009 = -366567.471100
  nChanged 2
		SP:Iteration 63Q (159599.100000 sec): 3 clusters
  Score: Raw -369289.962254 + Penalty 2721.630009 = -366568.332245
  nChanged 4
		SP:Iteration 64Q (159599.300000 sec): 3 clusters
  Score: Raw -369291.301585 + Penalty 2721.630009 = -366569.671576
  nChanged 5
		SP:Iteration 65Q (159599.490000 sec): 3 clusters
  Score: Raw -369293.237712 + Penalty 2721.630009 = -366571.607703
  nChanged 4
		SP:Iteration 66Q (159599.730000 sec): 3 clusters
  Score: Raw -369294.441807 + Penalty 2721.630009 = -366572.811798
  nChanged 7
		SP:Iteration 67Q (159599.920000 sec): 3 clusters
  Score: Raw -369296.368565 + Penalty 2721.630009 = -366574.738556
  nChanged 10
		SP:Iteration 68Q (159600.120000 sec): 3 clusters
  Score: Raw -369299.908543 + Penalty 2721.630009 = -366578.278533
  nChanged 6
		SP:Iteration 69Q (159600.310000 sec): 3 clusters
  Score: Raw -369302.031594 + Penalty 2721.630009 = -366580.401585
  nChanged 9
		SP:Iteration 70Q (159600.470000 sec): 3 clusters
  Score: Raw -369305.973816 + Penalty 2721.630009 = -366584.343807
  nChanged 10
		SP:Iteration 71Q (159600.680000 sec): 3 clusters
  Score: Raw -369310.283574 + Penalty 2721.630009 = -366588.653564
  nChanged 11
		SP:Iteration 72Q (159600.840000 sec): 3 clusters
  Score: Raw -369315.962627 + Penalty 2721.630009 = -366594.332618
  nChanged 13
		SP:Iteration 73Q (159601.020000 sec): 3 clusters
  Score: Raw -369321.406312 + Penalty 2721.630009 = -366599.776302
  nChanged 13
		SP:Iteration 74Q (159601.220000 sec): 3 clusters
  Score: Raw -369326.640697 + Penalty 2721.630009 = -366605.010688
  nChanged 12
		SP:Iteration 75Q (159601.400000 sec): 3 clusters
  Score: Raw -369331.169847 + Penalty 2721.630009 = -366609.539838
  nChanged 7
		SP:Iteration 76Q (159601.580000 sec): 3 clusters
  Score: Raw -369334.278657 + Penalty 2721.630009 = -366612.648648
  nChanged 8
		SP:Iteration 77Q (159601.770000 sec): 3 clusters
  Score: Raw -369338.059176 + Penalty 2721.630009 = -366616.429166
  nChanged 13
		SP:Iteration 78Q (159601.960000 sec): 3 clusters
  Score: Raw -369344.763194 + Penalty 2721.630009 = -366623.133185
  nChanged 11
		SP:Iteration 79Q (159602.150000 sec): 3 clusters
  Score: Raw -369352.751772 + Penalty 2721.630009 = -366631.121763
  nChanged 12
		SP:Iteration 80F (159602.360000 sec): 3 clusters
  Score: Raw -369357.113179 + Penalty 2721.630009 = -366635.483170
  nChanged 13
		SP:Iteration 81Q (159602.540000 sec): 3 clusters
  Score: Raw -369362.626667 + Penalty 2721.630009 = -366640.996658
  nChanged 12
		SP:Iteration 82Q (159602.720000 sec): 3 clusters
  Score: Raw -369366.902890 + Penalty 2721.630009 = -366645.272880
  nChanged 5
		SP:Iteration 83Q (159602.980000 sec): 3 clusters
  Score: Raw -369368.179853 + Penalty 2721.630009 = -366646.549843
  nChanged 4
		SP:Iteration 84Q (159603.160000 sec): 3 clusters
  Score: Raw -369369.513667 + Penalty 2721.630009 = -366647.883658
  nChanged 4
		SP:Iteration 85Q (159603.320000 sec): 3 clusters
  Score: Raw -369370.439342 + Penalty 2721.630009 = -366648.809333
  nChanged 4
		SP:Iteration 86Q (159603.530000 sec): 3 clusters
  Score: Raw -369371.472297 + Penalty 2721.630009 = -366649.842288
  nChanged 4
		SP:Iteration 87Q (159603.680000 sec): 3 clusters
  Score: Raw -369372.765756 + Penalty 2721.630009 = -366651.135746
  nChanged 4
		SP:Iteration 88Q (159603.940000 sec): 3 clusters
  Score: Raw -369374.164596 + Penalty 2721.630009 = -366652.534587
  nChanged 4
		SP:Iteration 89Q (159604.120000 sec): 3 clusters
  Score: Raw -369376.174506 + Penalty 2721.630009 = -366654.544497
  nChanged 6
		SP:Iteration 90Q (159604.350000 sec): 3 clusters
  Score: Raw -369377.930849 + Penalty 2721.630009 = -366656.300840
  nChanged 3
		SP:Iteration 91Q (159604.540000 sec): 3 clusters
  Score: Raw -369378.823039 + Penalty 2721.630009 = -366657.193030
  nChanged 2
		SP:Iteration 92Q (159604.740000 sec): 3 clusters
  Score: Raw -369379.306802 + Penalty 2721.630009 = -366657.676793
  nChanged 2
		SP:Iteration 93Q (159604.910000 sec): 3 clusters
  Score: Raw -369379.680334 + Penalty 2721.630009 = -366658.050325
  nChanged 0
		SP:Iteration 94F (159605.100000 sec): 3 clusters
  Score: Raw -369379.680334 + Penalty 2721.630009 = -366658.050325
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 22 (14154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159605.240000 sec): 2 clusters
  Score: Raw -1228006.746711 + Penalty 1553.134789 = -1226453.611922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159605.500000 sec): 3 clusters
  Score: Raw -1219773.282239 + Penalty 3106.269578 = -1216667.012661
  nChanged 6197
		SP:Iteration 1F (159605.760000 sec): 3 clusters
  Score: Raw -1223220.686228 + Penalty 3106.269578 = -1220114.416650
  nChanged 949
		SP:Iteration 2F (159605.970000 sec): 3 clusters
  Score: Raw -1223763.717344 + Penalty 3106.269578 = -1220657.447766
  nChanged 997
		SP:Iteration 3F (159606.170000 sec): 3 clusters
  Score: Raw -1224401.874450 + Penalty 3106.269578 = -1221295.604872
  nChanged 966
		SP:Iteration 4F (159606.400000 sec): 3 clusters
  Score: Raw -1225074.541665 + Penalty 3106.269578 = -1221968.272086
  nChanged 915
		SP:Iteration 5F (159606.640000 sec): 3 clusters
  Score: Raw -1225669.009131 + Penalty 3106.269578 = -1222562.739553
  nChanged 735
		SP:Iteration 6F (159606.860000 sec): 3 clusters
  Score: Raw -1226107.554861 + Penalty 3106.269578 = -1223001.285283
  nChanged 586
		SP:Iteration 7Q (159607.140000 sec): 3 clusters
  Score: Raw -1226419.243169 + Penalty 3106.269578 = -1223312.973591
  nChanged 457
		SP:Iteration 8Q (159607.440000 sec): 3 clusters
  Score: Raw -1226665.460216 + Penalty 3106.269578 = -1223559.190638
  nChanged 427
		SP:Iteration 9Q (159607.640000 sec): 3 clusters
  Score: Raw -1226921.900788 + Penalty 3106.269578 = -1223815.631210
  nChanged 368
		SP:Iteration 10Q (159607.910000 sec): 3 clusters
  Score: Raw -1227131.406004 + Penalty 3106.269578 = -1224025.136426
  nChanged 311
		SP:Iteration 11Q (159608.160000 sec): 3 clusters
  Score: Raw -1227305.574407 + Penalty 3106.269578 = -1224199.304828
  nChanged 257
		SP:Iteration 12Q (159608.360000 sec): 3 clusters
  Score: Raw -1227458.424822 + Penalty 3106.269578 = -1224352.155244
  nChanged 218
		SP:Iteration 13Q (159608.600000 sec): 3 clusters
  Score: Raw -1227595.960337 + Penalty 3106.269578 = -1224489.690759
  nChanged 206
		SP:Iteration 14Q (159608.820000 sec): 3 clusters
  Score: Raw -1227727.664672 + Penalty 3106.269578 = -1224621.395093
  nChanged 176
		SP:Iteration 15Q (159609.050000 sec): 3 clusters
  Score: Raw -1227844.444028 + Penalty 3106.269578 = -1224738.174450
  nChanged 137
		SP:Iteration 16Q (159609.300000 sec): 3 clusters
  Score: Raw -1227947.117769 + Penalty 3106.269578 = -1224840.848191
  nChanged 125
		SP:Iteration 17Q (159609.580000 sec): 3 clusters
  Score: Raw -1228038.756609 + Penalty 3106.269578 = -1224932.487031
  nChanged 113
		SP:Iteration 18Q (159609.820000 sec): 3 clusters
  Score: Raw -1228117.458788 + Penalty 3106.269578 = -1225011.189209
  nChanged 79
		SP:Iteration 19Q (159610.040000 sec): 3 clusters
  Score: Raw -1228163.979478 + Penalty 3106.269578 = -1225057.709899
  nChanged 73
		SP:Iteration 20F (159610.310000 sec): 3 clusters
  Score: Raw -1228203.701659 + Penalty 3106.269578 = -1225097.432081
  nChanged 56
		SP:Iteration 21Q (159610.500000 sec): 3 clusters
  Score: Raw -1228236.451019 + Penalty 3106.269578 = -1225130.181441
  nChanged 50
		SP:Iteration 22Q (159610.770000 sec): 3 clusters
  Score: Raw -1228268.451412 + Penalty 3106.269578 = -1225162.181833
  nChanged 51
		SP:Iteration 23Q (159611.020000 sec): 3 clusters
  Score: Raw -1228305.304761 + Penalty 3106.269578 = -1225199.035183
  nChanged 47
		SP:Iteration 24Q (159611.270000 sec): 3 clusters
  Score: Raw -1228332.545242 + Penalty 3106.269578 = -1225226.275663
  nChanged 32
		SP:Iteration 25Q (159611.510000 sec): 3 clusters
  Score: Raw -1228348.888651 + Penalty 3106.269578 = -1225242.619072
  nChanged 18
		SP:Iteration 26Q (159611.760000 sec): 3 clusters
  Score: Raw -1228356.614989 + Penalty 3106.269578 = -1225250.345411
  nChanged 13
		SP:Iteration 27Q (159612.010000 sec): 3 clusters
  Score: Raw -1228362.919472 + Penalty 3106.269578 = -1225256.649893
  nChanged 11
		SP:Iteration 28Q (159612.240000 sec): 3 clusters
  Score: Raw -1228367.785083 + Penalty 3106.269578 = -1225261.515505
  nChanged 11
		SP:Iteration 29Q (159612.480000 sec): 3 clusters
  Score: Raw -1228373.038319 + Penalty 3106.269578 = -1225266.768740
  nChanged 12
		SP:Iteration 30Q (159612.750000 sec): 3 clusters
  Score: Raw -1228380.615993 + Penalty 3106.269578 = -1225274.346415
  nChanged 12
		SP:Iteration 31Q (159612.990000 sec): 3 clusters
  Score: Raw -1228391.958389 + Penalty 3106.269578 = -1225285.688811
  nChanged 16
		SP:Iteration 32Q (159613.240000 sec): 3 clusters
  Score: Raw -1228409.125363 + Penalty 3106.269578 = -1225302.855785
  nChanged 24
		SP:Iteration 33Q (159613.490000 sec): 3 clusters
  Score: Raw -1228427.242804 + Penalty 3106.269578 = -1225320.973226
  nChanged 25
		SP:Iteration 34Q (159613.710000 sec): 3 clusters
  Score: Raw -1228450.467465 + Penalty 3106.269578 = -1225344.197886
  nChanged 27
		SP:Iteration 35Q (159613.950000 sec): 3 clusters
  Score: Raw -1228489.101064 + Penalty 3106.269578 = -1225382.831486
  nChanged 28
		SP:Iteration 36Q (159614.180000 sec): 3 clusters
  Score: Raw -1228524.334960 + Penalty 3106.269578 = -1225418.065382
  nChanged 25
		SP:Iteration 37Q (159614.470000 sec): 3 clusters
  Score: Raw -1228547.465118 + Penalty 3106.269578 = -1225441.195540
  nChanged 27
		SP:Iteration 38Q (159614.720000 sec): 3 clusters
  Score: Raw -1228565.821831 + Penalty 3106.269578 = -1225459.552253
  nChanged 13
		SP:Iteration 39Q (159614.930000 sec): 3 clusters
  Score: Raw -1228573.094548 + Penalty 3106.269578 = -1225466.824970
  nChanged 5
		SP:Iteration 40F (159615.190000 sec): 3 clusters
  Score: Raw -1228575.100260 + Penalty 3106.269578 = -1225468.830682
  nChanged 4
		SP:Iteration 41Q (159615.390000 sec): 3 clusters
  Score: Raw -1228576.762885 + Penalty 3106.269578 = -1225470.493306
  nChanged 3
		SP:Iteration 42Q (159615.620000 sec): 3 clusters
  Score: Raw -1228579.518634 + Penalty 3106.269578 = -1225473.249056
  nChanged 3
		SP:Iteration 43Q (159615.840000 sec): 3 clusters
  Score: Raw -1228582.245868 + Penalty 3106.269578 = -1225475.976289
  nChanged 2
		SP:Iteration 44Q (159616.060000 sec): 3 clusters
  Score: Raw -1228582.767932 + Penalty 3106.269578 = -1225476.498354
  nChanged 1
		SP:Iteration 45Q (159616.290000 sec): 3 clusters
  Score: Raw -1228583.455190 + Penalty 3106.269578 = -1225477.185612
  nChanged 2
		SP:Iteration 46Q (159616.490000 sec): 3 clusters
  Score: Raw -1228584.950589 + Penalty 3106.269578 = -1225478.681010
  nChanged 1
		SP:Iteration 47Q (159616.690000 sec): 3 clusters
  Score: Raw -1228585.798077 + Penalty 3106.269578 = -1225479.528499
  nChanged 2
		SP:Iteration 48Q (159616.920000 sec): 3 clusters
  Score: Raw -1228586.757677 + Penalty 3106.269578 = -1225480.488099
  nChanged 2
		SP:Iteration 49Q (159617.110000 sec): 3 clusters
  Score: Raw -1228587.584671 + Penalty 3106.269578 = -1225481.315093
  nChanged 0
		SP:Iteration 50F (159617.380000 sec): 3 clusters
  Score: Raw -1228587.584671 + Penalty 3106.269578 = -1225481.315093
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 23 (79183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159617.820000 sec): 2 clusters
  Score: Raw -7068260.580664 + Penalty 1832.921498 = -7066427.659166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159618.360000 sec): 3 clusters
  Score: Raw -7017376.893543 + Penalty 3665.842995 = -7013711.050547
  nChanged 37595
		SP:Iteration 1F (159618.890000 sec): 3 clusters
  Score: Raw -7039155.265790 + Penalty 3665.842995 = -7035489.422795
  nChanged 3047
		SP:Iteration 2Q (159619.490000 sec): 3 clusters
  Score: Raw -7040064.546868 + Penalty 3665.842995 = -7036398.703873
  nChanged 3505
		SP:Iteration 3Q (159620.050000 sec): 3 clusters
  Score: Raw -7041445.244715 + Penalty 3665.842995 = -7037779.401720
  nChanged 4603
		SP:Iteration 4F (159620.540000 sec): 3 clusters
  Score: Raw -7043936.895908 + Penalty 3665.842995 = -7040271.052913
  nChanged 5964
		SP:Iteration 5F (159621.010000 sec): 3 clusters
  Score: Raw -7048263.590677 + Penalty 3665.842995 = -7044597.747682
  nChanged 6830
		SP:Iteration 6F (159621.580000 sec): 3 clusters
  Score: Raw -7054144.913324 + Penalty 3665.842995 = -7050479.070329
  nChanged 6199
		SP:Iteration 7F (159622.070000 sec): 3 clusters
  Score: Raw -7059565.071880 + Penalty 3665.842995 = -7055899.228885
  nChanged 4352
		SP:Iteration 8F (159622.580000 sec): 3 clusters
  Score: Raw -7063405.823511 + Penalty 3665.842995 = -7059739.980516
  nChanged 2683
		SP:Iteration 9Q (159623.060000 sec): 3 clusters
  Score: Raw -7065783.639585 + Penalty 3665.842995 = -7062117.796590
  nChanged 1547
		SP:Iteration 10Q (159623.560000 sec): 3 clusters
  Score: Raw -7067140.995413 + Penalty 3665.842995 = -7063475.152418
  nChanged 778
		SP:Iteration 11Q (159624.050000 sec): 3 clusters
  Score: Raw -7067769.560791 + Penalty 3665.842995 = -7064103.717795
  nChanged 411
		SP:Iteration 12Q (159624.580000 sec): 3 clusters
  Score: Raw -7068077.875432 + Penalty 3665.842995 = -7064412.032436
  nChanged 266
		SP:Iteration 13Q (159625.080000 sec): 3 clusters
  Score: Raw -7068270.202563 + Penalty 3665.842995 = -7064604.359568
  nChanged 161
		SP:Iteration 14Q (159625.570000 sec): 3 clusters
  Score: Raw -7068377.515651 + Penalty 3665.842995 = -7064711.672656
  nChanged 106
		SP:Iteration 15Q (159626.080000 sec): 3 clusters
  Score: Raw -7068435.958801 + Penalty 3665.842995 = -7064770.115806
  nChanged 63
		SP:Iteration 16Q (159626.500000 sec): 3 clusters
  Score: Raw -7068465.073702 + Penalty 3665.842995 = -7064799.230707
  nChanged 43
		SP:Iteration 17Q (159626.980000 sec): 3 clusters
  Score: Raw -7068486.240433 + Penalty 3665.842995 = -7064820.397437
  nChanged 32
		SP:Iteration 18Q (159627.490000 sec): 3 clusters
  Score: Raw -7068501.972486 + Penalty 3665.842995 = -7064836.129491
  nChanged 23
		SP:Iteration 19Q (159627.990000 sec): 3 clusters
  Score: Raw -7068511.267945 + Penalty 3665.842995 = -7064845.424950
  nChanged 10
		SP:Iteration 20F (159628.540000 sec): 3 clusters
  Score: Raw -7068517.828017 + Penalty 3665.842995 = -7064851.985022
  nChanged 16
		SP:Iteration 21Q (159628.990000 sec): 3 clusters
  Score: Raw -7068528.035230 + Penalty 3665.842995 = -7064862.192235
  nChanged 14
		SP:Iteration 22Q (159629.550000 sec): 3 clusters
  Score: Raw -7068536.626712 + Penalty 3665.842995 = -7064870.783717
  nChanged 11
		SP:Iteration 23Q (159630.070000 sec): 3 clusters
  Score: Raw -7068543.528800 + Penalty 3665.842995 = -7064877.685805
  nChanged 16
		SP:Iteration 24Q (159630.580000 sec): 3 clusters
  Score: Raw -7068552.096325 + Penalty 3665.842995 = -7064886.253330
  nChanged 12
		SP:Iteration 25Q (159631.100000 sec): 3 clusters
  Score: Raw -7068560.932264 + Penalty 3665.842995 = -7064895.089269
  nChanged 15
		SP:Iteration 26Q (159631.580000 sec): 3 clusters
  Score: Raw -7068568.572864 + Penalty 3665.842995 = -7064902.729868
  nChanged 8
		SP:Iteration 27Q (159632.060000 sec): 3 clusters
  Score: Raw -7068571.605670 + Penalty 3665.842995 = -7064905.762675
  nChanged 6
		SP:Iteration 28Q (159632.530000 sec): 3 clusters
  Score: Raw -7068575.636321 + Penalty 3665.842995 = -7064909.793326
  nChanged 2
		SP:Iteration 29Q (159633.070000 sec): 3 clusters
  Score: Raw -7068576.865821 + Penalty 3665.842995 = -7064911.022826
  nChanged 2
		SP:Iteration 30Q (159633.550000 sec): 3 clusters
  Score: Raw -7068577.810665 + Penalty 3665.842995 = -7064911.967670
  nChanged 1
		SP:Iteration 31Q (159633.990000 sec): 3 clusters
  Score: Raw -7068578.656201 + Penalty 3665.842995 = -7064912.813206
  nChanged 1
		SP:Iteration 32Q (159634.540000 sec): 3 clusters
  Score: Raw -7068579.121427 + Penalty 3665.842995 = -7064913.278432
  nChanged 2
		SP:Iteration 33Q (159635.040000 sec): 3 clusters
  Score: Raw -7068580.342141 + Penalty 3665.842995 = -7064914.499146
  nChanged 2
		SP:Iteration 34Q (159635.530000 sec): 3 clusters
  Score: Raw -7068581.443656 + Penalty 3665.842995 = -7064915.600661
  nChanged 1
		SP:Iteration 35Q (159636.080000 sec): 3 clusters
  Score: Raw -7068581.888548 + Penalty 3665.842995 = -7064916.045553
  nChanged 0
		SP:Iteration 36F (159636.600000 sec): 3 clusters
  Score: Raw -7068581.888548 + Penalty 3665.842995 = -7064916.045553
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 24 (7176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159636.790000 sec): 2 clusters
  Score: Raw -577110.405463 + Penalty 1442.755828 = -575667.649635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159636.970000 sec): 3 clusters
  Score: Raw -573180.133162 + Penalty 2885.511656 = -570294.621506
  nChanged 3035
		SP:Iteration 1F (159637.210000 sec): 3 clusters
  Score: Raw -574815.949447 + Penalty 2885.511656 = -571930.437791
  nChanged 465
		SP:Iteration 2F (159637.450000 sec): 3 clusters
  Score: Raw -575029.022437 + Penalty 2885.511656 = -572143.510780
  nChanged 378
		SP:Iteration 3F (159637.640000 sec): 3 clusters
  Score: Raw -575205.622703 + Penalty 2885.511656 = -572320.111047
  nChanged 309
		SP:Iteration 4Q (159637.860000 sec): 3 clusters
  Score: Raw -575358.782637 + Penalty 2885.511656 = -572473.270980
  nChanged 285
		SP:Iteration 5Q (159638.090000 sec): 3 clusters
  Score: Raw -575484.249073 + Penalty 2885.511656 = -572598.737417
  nChanged 266
		SP:Iteration 6Q (159638.300000 sec): 3 clusters
  Score: Raw -575604.266158 + Penalty 2885.511656 = -572718.754502
  nChanged 251
		SP:Iteration 7Q (159638.510000 sec): 3 clusters
  Score: Raw -575731.318600 + Penalty 2885.511656 = -572845.806943
  nChanged 236
		SP:Iteration 8Q (159638.730000 sec): 3 clusters
  Score: Raw -575862.735353 + Penalty 2885.511656 = -572977.223697
  nChanged 242
		SP:Iteration 9Q (159638.920000 sec): 3 clusters
  Score: Raw -576007.169483 + Penalty 2885.511656 = -573121.657826
  nChanged 217
		SP:Iteration 10Q (159639.150000 sec): 3 clusters
  Score: Raw -576141.714732 + Penalty 2885.511656 = -573256.203076
  nChanged 206
		SP:Iteration 11Q (159639.370000 sec): 3 clusters
  Score: Raw -576260.288926 + Penalty 2885.511656 = -573374.777269
  nChanged 179
		SP:Iteration 12Q (159639.600000 sec): 3 clusters
  Score: Raw -576360.887151 + Penalty 2885.511656 = -573475.375495
  nChanged 173
		SP:Iteration 13Q (159639.770000 sec): 3 clusters
  Score: Raw -576465.720832 + Penalty 2885.511656 = -573580.209176
  nChanged 169
		SP:Iteration 14Q (159640.000000 sec): 3 clusters
  Score: Raw -576569.964391 + Penalty 2885.511656 = -573684.452735
  nChanged 149
		SP:Iteration 15Q (159640.190000 sec): 3 clusters
  Score: Raw -576651.767191 + Penalty 2885.511656 = -573766.255535
  nChanged 157
		SP:Iteration 16Q (159640.430000 sec): 3 clusters
  Score: Raw -576738.685496 + Penalty 2885.511656 = -573853.173840
  nChanged 143
		SP:Iteration 17Q (159640.620000 sec): 3 clusters
  Score: Raw -576813.723284 + Penalty 2885.511656 = -573928.211628
  nChanged 121
		SP:Iteration 18Q (159640.870000 sec): 3 clusters
  Score: Raw -576875.159067 + Penalty 2885.511656 = -573989.647411
  nChanged 113
		SP:Iteration 19Q (159641.060000 sec): 3 clusters
  Score: Raw -576937.744281 + Penalty 2885.511656 = -574052.232625
  nChanged 106
		SP:Iteration 20F (159641.310000 sec): 3 clusters
  Score: Raw -576998.354791 + Penalty 2885.511656 = -574112.843135
  nChanged 101
		SP:Iteration 21Q (159641.490000 sec): 3 clusters
  Score: Raw -577058.348482 + Penalty 2885.511656 = -574172.836826
  nChanged 94
		SP:Iteration 22Q (159641.720000 sec): 3 clusters
  Score: Raw -577111.380044 + Penalty 2885.511656 = -574225.868388
  nChanged 76
		SP:Iteration 23Q (159641.960000 sec): 3 clusters
  Score: Raw -577149.979320 + Penalty 2885.511656 = -574264.467664
  nChanged 59
		SP:Iteration 24Q (159642.240000 sec): 3 clusters
  Score: Raw -577178.126065 + Penalty 2885.511656 = -574292.614409
  nChanged 52
		SP:Iteration 25Q (159642.430000 sec): 3 clusters
  Score: Raw -577211.084823 + Penalty 2885.511656 = -574325.573167
  nChanged 52
		SP:Iteration 26Q (159642.630000 sec): 3 clusters
  Score: Raw -577241.336936 + Penalty 2885.511656 = -574355.825280
  nChanged 46
		SP:Iteration 27Q (159642.870000 sec): 3 clusters
  Score: Raw -577267.688709 + Penalty 2885.511656 = -574382.177053
  nChanged 45
		SP:Iteration 28Q (159643.020000 sec): 3 clusters
  Score: Raw -577290.916788 + Penalty 2885.511656 = -574405.405131
  nChanged 31
		SP:Iteration 29Q (159643.230000 sec): 3 clusters
  Score: Raw -577307.307867 + Penalty 2885.511656 = -574421.796211
  nChanged 24
		SP:Iteration 30Q (159643.420000 sec): 3 clusters
  Score: Raw -577321.217931 + Penalty 2885.511656 = -574435.706275
  nChanged 23
		SP:Iteration 31Q (159643.650000 sec): 3 clusters
  Score: Raw -577339.317367 + Penalty 2885.511656 = -574453.805711
  nChanged 29
		SP:Iteration 32Q (159643.810000 sec): 3 clusters
  Score: Raw -577359.483204 + Penalty 2885.511656 = -574473.971548
  nChanged 29
		SP:Iteration 33Q (159643.960000 sec): 3 clusters
  Score: Raw -577375.620989 + Penalty 2885.511656 = -574490.109333
  nChanged 19
		SP:Iteration 34Q (159644.120000 sec): 3 clusters
  Score: Raw -577389.188184 + Penalty 2885.511656 = -574503.676528
  nChanged 19
		SP:Iteration 35Q (159644.270000 sec): 3 clusters
  Score: Raw -577404.772739 + Penalty 2885.511656 = -574519.261083
  nChanged 16
		SP:Iteration 36Q (159644.470000 sec): 3 clusters
  Score: Raw -577419.720211 + Penalty 2885.511656 = -574534.208555
  nChanged 12
		SP:Iteration 37Q (159644.650000 sec): 3 clusters
  Score: Raw -577427.887060 + Penalty 2885.511656 = -574542.375404
  nChanged 13
		SP:Iteration 38Q (159644.830000 sec): 3 clusters
  Score: Raw -577437.020230 + Penalty 2885.511656 = -574551.508574
  nChanged 14
		SP:Iteration 39Q (159645.060000 sec): 3 clusters
  Score: Raw -577447.423231 + Penalty 2885.511656 = -574561.911574
  nChanged 13
		SP:Iteration 40F (159645.220000 sec): 3 clusters
  Score: Raw -577452.875196 + Penalty 2885.511656 = -574567.363540
  nChanged 6
		SP:Iteration 41Q (159645.450000 sec): 3 clusters
  Score: Raw -577455.226857 + Penalty 2885.511656 = -574569.715201
  nChanged 5
		SP:Iteration 42Q (159645.670000 sec): 3 clusters
  Score: Raw -577456.748424 + Penalty 2885.511656 = -574571.236768
  nChanged 7
		SP:Iteration 43Q (159645.840000 sec): 3 clusters
  Score: Raw -577460.492929 + Penalty 2885.511656 = -574574.981273
  nChanged 7
		SP:Iteration 44Q (159646.040000 sec): 3 clusters
  Score: Raw -577467.521496 + Penalty 2885.511656 = -574582.009840
  nChanged 7
		SP:Iteration 45Q (159646.160000 sec): 3 clusters
  Score: Raw -577470.517503 + Penalty 2885.511656 = -574585.005846
  nChanged 6
		SP:Iteration 46Q (159646.380000 sec): 3 clusters
  Score: Raw -577472.568346 + Penalty 2885.511656 = -574587.056690
  nChanged 5
		SP:Iteration 47Q (159646.550000 sec): 3 clusters
  Score: Raw -577475.708899 + Penalty 2885.511656 = -574590.197242
  nChanged 2
		SP:Iteration 48Q (159646.800000 sec): 3 clusters
  Score: Raw -577477.053280 + Penalty 2885.511656 = -574591.541624
  nChanged 3
		SP:Iteration 49Q (159647.000000 sec): 3 clusters
  Score: Raw -577478.554708 + Penalty 2885.511656 = -574593.043052
  nChanged 2
		SP:Iteration 50Q (159647.240000 sec): 3 clusters
  Score: Raw -577480.051074 + Penalty 2885.511656 = -574594.539418
  nChanged 2
		SP:Iteration 51Q (159647.450000 sec): 3 clusters
  Score: Raw -577480.644977 + Penalty 2885.511656 = -574595.133321
  nChanged 3
		SP:Iteration 52Q (159647.650000 sec): 3 clusters
  Score: Raw -577481.602232 + Penalty 2885.511656 = -574596.090576
  nChanged 3
		SP:Iteration 53Q (159647.870000 sec): 3 clusters
  Score: Raw -577483.168008 + Penalty 2885.511656 = -574597.656352
  nChanged 5
		SP:Iteration 54Q (159648.050000 sec): 3 clusters
  Score: Raw -577485.093195 + Penalty 2885.511656 = -574599.581539
  nChanged 2
		SP:Iteration 55Q (159648.270000 sec): 3 clusters
  Score: Raw -577487.070774 + Penalty 2885.511656 = -574601.559118
  nChanged 7
		SP:Iteration 56Q (159648.480000 sec): 3 clusters
  Score: Raw -577490.875752 + Penalty 2885.511656 = -574605.364095
  nChanged 8
		SP:Iteration 57Q (159648.700000 sec): 3 clusters
  Score: Raw -577494.852079 + Penalty 2885.511656 = -574609.340423
  nChanged 2
		SP:Iteration 58Q (159648.900000 sec): 3 clusters
  Score: Raw -577495.449827 + Penalty 2885.511656 = -574609.938171
  nChanged 0
		SP:Iteration 59F (159649.130000 sec): 3 clusters
  Score: Raw -577495.449827 + Penalty 2885.511656 = -574609.938171
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 25 (2118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159649.230000 sec): 2 clusters
  Score: Raw -142688.090616 + Penalty 1244.461973 = -141443.628643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159649.380000 sec): 3 clusters
  Score: Raw -141760.394448 + Penalty 2488.923946 = -139271.470502
  nChanged 775
		SP:Iteration 1F (159649.580000 sec): 3 clusters
  Score: Raw -142437.407118 + Penalty 2488.923946 = -139948.483172
  nChanged 217
		SP:Iteration 2F (159649.740000 sec): 3 clusters
  Score: Raw -142718.561261 + Penalty 2488.923946 = -140229.637315
  nChanged 167
		SP:Iteration 3F (159649.960000 sec): 3 clusters
  Score: Raw -142974.232372 + Penalty 2488.923946 = -140485.308426
  nChanged 150
		SP:Iteration 4F (159650.160000 sec): 3 clusters
  Score: Raw -143160.878240 + Penalty 2488.923946 = -140671.954294
  nChanged 115
		SP:Iteration 5F (159650.390000 sec): 3 clusters
  Score: Raw -143286.684017 + Penalty 2488.923946 = -140797.760071
  nChanged 93
		SP:Iteration 6Q (159650.540000 sec): 3 clusters
  Score: Raw -143350.633677 + Penalty 2488.923946 = -140861.709731
  nChanged 49
		SP:Iteration 7Q (159650.770000 sec): 3 clusters
  Score: Raw -143393.198829 + Penalty 2488.923946 = -140904.274883
  nChanged 36
		SP:Iteration 8Q (159650.970000 sec): 3 clusters
  Score: Raw -143419.912201 + Penalty 2488.923946 = -140930.988255
  nChanged 26
		SP:Iteration 9Q (159651.190000 sec): 3 clusters
  Score: Raw -143436.076729 + Penalty 2488.923946 = -140947.152783
  nChanged 18
		SP:Iteration 10Q (159651.370000 sec): 3 clusters
  Score: Raw -143447.703020 + Penalty 2488.923946 = -140958.779074
  nChanged 19
		SP:Iteration 11Q (159651.560000 sec): 3 clusters
  Score: Raw -143464.284280 + Penalty 2488.923946 = -140975.360334
  nChanged 21
		SP:Iteration 12Q (159651.840000 sec): 3 clusters
  Score: Raw -143475.911979 + Penalty 2488.923946 = -140986.988033
  nChanged 19
		SP:Iteration 13Q (159652.010000 sec): 3 clusters
  Score: Raw -143487.705646 + Penalty 2488.923946 = -140998.781700
  nChanged 17
		SP:Iteration 14Q (159652.180000 sec): 3 clusters
  Score: Raw -143500.039921 + Penalty 2488.923946 = -141011.115975
  nChanged 18
		SP:Iteration 15Q (159652.400000 sec): 3 clusters
  Score: Raw -143513.718816 + Penalty 2488.923946 = -141024.794870
  nChanged 19
		SP:Iteration 16Q (159652.570000 sec): 3 clusters
  Score: Raw -143527.833171 + Penalty 2488.923946 = -141038.909225
  nChanged 19
		SP:Iteration 17Q (159652.740000 sec): 3 clusters
  Score: Raw -143539.445107 + Penalty 2488.923946 = -141050.521161
  nChanged 17
		SP:Iteration 18Q (159653.000000 sec): 3 clusters
  Score: Raw -143550.561532 + Penalty 2488.923946 = -141061.637586
  nChanged 25
		SP:Iteration 19Q (159653.140000 sec): 3 clusters
  Score: Raw -143577.407387 + Penalty 2488.923946 = -141088.483441
  nChanged 21
		SP:Iteration 20F (159653.380000 sec): 3 clusters
  Score: Raw -143603.977803 + Penalty 2488.923946 = -141115.053857
  nChanged 25
		SP:Iteration 21Q (159653.520000 sec): 3 clusters
  Score: Raw -143643.788242 + Penalty 2488.923946 = -141154.864296
  nChanged 34
		SP:Iteration 22Q (159653.750000 sec): 3 clusters
  Score: Raw -143688.778158 + Penalty 2488.923946 = -141199.854212
  nChanged 31
		SP:Iteration 23Q (159653.940000 sec): 3 clusters
  Score: Raw -143709.402873 + Penalty 2488.923946 = -141220.478927
  nChanged 19
		SP:Iteration 24Q (159654.150000 sec): 3 clusters
  Score: Raw -143718.236563 + Penalty 2488.923946 = -141229.312617
  nChanged 9
		SP:Iteration 25Q (159654.350000 sec): 3 clusters
  Score: Raw -143721.613312 + Penalty 2488.923946 = -141232.689366
  nChanged 4
		SP:Iteration 26Q (159654.500000 sec): 3 clusters
  Score: Raw -143723.876040 + Penalty 2488.923946 = -141234.952094
  nChanged 5
		SP:Iteration 27Q (159654.690000 sec): 3 clusters
  Score: Raw -143726.093979 + Penalty 2488.923946 = -141237.170033
  nChanged 4
		SP:Iteration 28Q (159654.880000 sec): 3 clusters
  Score: Raw -143727.817642 + Penalty 2488.923946 = -141238.893696
  nChanged 4
		SP:Iteration 29Q (159655.120000 sec): 3 clusters
  Score: Raw -143728.927651 + Penalty 2488.923946 = -141240.003705
  nChanged 2
		SP:Iteration 30Q (159655.290000 sec): 3 clusters
  Score: Raw -143729.875408 + Penalty 2488.923946 = -141240.951462
  nChanged 1
		SP:Iteration 31Q (159655.460000 sec): 3 clusters
  Score: Raw -143730.385446 + Penalty 2488.923946 = -141241.461500
  nChanged 0
		SP:Iteration 32F (159655.650000 sec): 3 clusters
  Score: Raw -143730.385446 + Penalty 2488.923946 = -141241.461500
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 26 (3104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159655.810000 sec): 2 clusters
  Score: Raw -262045.715600 + Penalty 1306.572618 = -260739.142982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159655.960000 sec): 3 clusters
  Score: Raw -260576.254628 + Penalty 2613.145236 = -257963.109392
  nChanged 1144
		SP:Iteration 1F (159656.200000 sec): 3 clusters
  Score: Raw -261209.193743 + Penalty 2613.145236 = -258596.048507
  nChanged 219
		SP:Iteration 2F (159656.380000 sec): 3 clusters
  Score: Raw -261333.115113 + Penalty 2613.145236 = -258719.969877
  nChanged 154
		SP:Iteration 3Q (159656.570000 sec): 3 clusters
  Score: Raw -261423.740514 + Penalty 2613.145236 = -258810.595278
  nChanged 125
		SP:Iteration 4Q (159656.780000 sec): 3 clusters
  Score: Raw -261484.985170 + Penalty 2613.145236 = -258871.839933
  nChanged 88
		SP:Iteration 5Q (159656.950000 sec): 3 clusters
  Score: Raw -261527.331780 + Penalty 2613.145236 = -258914.186543
  nChanged 73
		SP:Iteration 6Q (159657.160000 sec): 3 clusters
  Score: Raw -261561.067166 + Penalty 2613.145236 = -258947.921930
  nChanged 64
		SP:Iteration 7Q (159657.340000 sec): 3 clusters
  Score: Raw -261590.902541 + Penalty 2613.145236 = -258977.757305
  nChanged 67
		SP:Iteration 8Q (159657.500000 sec): 3 clusters
  Score: Raw -261624.308305 + Penalty 2613.145236 = -259011.163069
  nChanged 55
		SP:Iteration 9Q (159657.710000 sec): 3 clusters
  Score: Raw -261649.311706 + Penalty 2613.145236 = -259036.166470
  nChanged 58
		SP:Iteration 10Q (159657.900000 sec): 3 clusters
  Score: Raw -261673.866913 + Penalty 2613.145236 = -259060.721676
  nChanged 46
		SP:Iteration 11Q (159658.130000 sec): 3 clusters
  Score: Raw -261695.412096 + Penalty 2613.145236 = -259082.266859
  nChanged 50
		SP:Iteration 12Q (159658.290000 sec): 3 clusters
  Score: Raw -261722.617396 + Penalty 2613.145236 = -259109.472159
  nChanged 46
		SP:Iteration 13Q (159658.500000 sec): 3 clusters
  Score: Raw -261743.850921 + Penalty 2613.145236 = -259130.705685
  nChanged 54
		SP:Iteration 14Q (159658.730000 sec): 3 clusters
  Score: Raw -261769.879997 + Penalty 2613.145236 = -259156.734760
  nChanged 56
		SP:Iteration 15Q (159658.940000 sec): 3 clusters
  Score: Raw -261791.173731 + Penalty 2613.145236 = -259178.028495
  nChanged 45
		SP:Iteration 16Q (159659.090000 sec): 3 clusters
  Score: Raw -261808.259471 + Penalty 2613.145236 = -259195.114234
  nChanged 41
		SP:Iteration 17Q (159659.240000 sec): 3 clusters
  Score: Raw -261827.125885 + Penalty 2613.145236 = -259213.980648
  nChanged 46
		SP:Iteration 18Q (159659.400000 sec): 3 clusters
  Score: Raw -261845.617012 + Penalty 2613.145236 = -259232.471775
  nChanged 40
		SP:Iteration 19Q (159659.580000 sec): 3 clusters
  Score: Raw -261865.243522 + Penalty 2613.145236 = -259252.098286
  nChanged 34
		SP:Iteration 20F (159659.730000 sec): 3 clusters
  Score: Raw -261880.187376 + Penalty 2613.145236 = -259267.042140
  nChanged 31
		SP:Iteration 21Q (159659.860000 sec): 3 clusters
  Score: Raw -261892.995473 + Penalty 2613.145236 = -259279.850236
  nChanged 34
		SP:Iteration 22Q (159660.010000 sec): 3 clusters
  Score: Raw -261906.719641 + Penalty 2613.145236 = -259293.574405
  nChanged 25
		SP:Iteration 23Q (159660.200000 sec): 3 clusters
  Score: Raw -261915.383626 + Penalty 2613.145236 = -259302.238389
  nChanged 28
		SP:Iteration 24Q (159660.410000 sec): 3 clusters
  Score: Raw -261926.578349 + Penalty 2613.145236 = -259313.433112
  nChanged 29
		SP:Iteration 25Q (159660.570000 sec): 3 clusters
  Score: Raw -261939.591511 + Penalty 2613.145236 = -259326.446274
  nChanged 27
		SP:Iteration 26Q (159660.770000 sec): 3 clusters
  Score: Raw -261952.015047 + Penalty 2613.145236 = -259338.869811
  nChanged 23
		SP:Iteration 27Q (159660.950000 sec): 3 clusters
  Score: Raw -261961.353825 + Penalty 2613.145236 = -259348.208588
  nChanged 21
		SP:Iteration 28Q (159661.180000 sec): 3 clusters
  Score: Raw -261971.403754 + Penalty 2613.145236 = -259358.258518
  nChanged 21
		SP:Iteration 29Q (159661.370000 sec): 3 clusters
  Score: Raw -261984.548654 + Penalty 2613.145236 = -259371.403417
  nChanged 22
		SP:Iteration 30Q (159661.590000 sec): 3 clusters
  Score: Raw -261996.218107 + Penalty 2613.145236 = -259383.072871
  nChanged 27
		SP:Iteration 31Q (159661.770000 sec): 3 clusters
  Score: Raw -262010.602127 + Penalty 2613.145236 = -259397.456891
  nChanged 20
		SP:Iteration 32Q (159661.960000 sec): 3 clusters
  Score: Raw -262022.708719 + Penalty 2613.145236 = -259409.563483
  nChanged 23
		SP:Iteration 33Q (159662.190000 sec): 3 clusters
  Score: Raw -262035.375264 + Penalty 2613.145236 = -259422.230027
  nChanged 24
		SP:Iteration 34Q (159662.400000 sec): 3 clusters
  Score: Raw -262048.729067 + Penalty 2613.145236 = -259435.583831
  nChanged 25
		SP:Iteration 35Q (159662.590000 sec): 3 clusters
  Score: Raw -262062.170291 + Penalty 2613.145236 = -259449.025055
  nChanged 22
		SP:Iteration 36Q (159662.760000 sec): 3 clusters
  Score: Raw -262071.632801 + Penalty 2613.145236 = -259458.487564
  nChanged 14
		SP:Iteration 37Q (159662.930000 sec): 3 clusters
  Score: Raw -262077.244917 + Penalty 2613.145236 = -259464.099680
  nChanged 6
		SP:Iteration 38Q (159663.120000 sec): 3 clusters
  Score: Raw -262080.404591 + Penalty 2613.145236 = -259467.259355
  nChanged 10
		SP:Iteration 39Q (159663.310000 sec): 3 clusters
  Score: Raw -262085.050478 + Penalty 2613.145236 = -259471.905242
  nChanged 8
		SP:Iteration 40F (159663.520000 sec): 3 clusters
  Score: Raw -262089.477536 + Penalty 2613.145236 = -259476.332300
  nChanged 8
		SP:Iteration 41Q (159663.680000 sec): 3 clusters
  Score: Raw -262093.173995 + Penalty 2613.145236 = -259480.028759
  nChanged 6
		SP:Iteration 42Q (159663.880000 sec): 3 clusters
  Score: Raw -262095.803789 + Penalty 2613.145236 = -259482.658553
  nChanged 6
		SP:Iteration 43Q (159664.080000 sec): 3 clusters
  Score: Raw -262099.061202 + Penalty 2613.145236 = -259485.915966
  nChanged 8
		SP:Iteration 44Q (159664.240000 sec): 3 clusters
  Score: Raw -262105.113111 + Penalty 2613.145236 = -259491.967875
  nChanged 7
		SP:Iteration 45Q (159664.480000 sec): 3 clusters
  Score: Raw -262108.534682 + Penalty 2613.145236 = -259495.389446
  nChanged 9
		SP:Iteration 46Q (159664.620000 sec): 3 clusters
  Score: Raw -262112.394540 + Penalty 2613.145236 = -259499.249304
  nChanged 5
		SP:Iteration 47Q (159664.840000 sec): 3 clusters
  Score: Raw -262116.020979 + Penalty 2613.145236 = -259502.875743
  nChanged 7
		SP:Iteration 48Q (159665.060000 sec): 3 clusters
  Score: Raw -262120.620309 + Penalty 2613.145236 = -259507.475073
  nChanged 12
		SP:Iteration 49Q (159665.240000 sec): 3 clusters
  Score: Raw -262128.822877 + Penalty 2613.145236 = -259515.677640
  nChanged 13
		SP:Iteration 50Q (159665.420000 sec): 3 clusters
  Score: Raw -262136.714084 + Penalty 2613.145236 = -259523.568847
  nChanged 13
		SP:Iteration 51Q (159665.640000 sec): 3 clusters
  Score: Raw -262143.857800 + Penalty 2613.145236 = -259530.712563
  nChanged 15
		SP:Iteration 52Q (159665.830000 sec): 3 clusters
  Score: Raw -262151.191857 + Penalty 2613.145236 = -259538.046620
  nChanged 9
		SP:Iteration 53Q (159665.980000 sec): 3 clusters
  Score: Raw -262154.776863 + Penalty 2613.145236 = -259541.631627
  nChanged 6
		SP:Iteration 54Q (159666.220000 sec): 3 clusters
  Score: Raw -262157.615754 + Penalty 2613.145236 = -259544.470517
  nChanged 5
		SP:Iteration 55Q (159666.370000 sec): 3 clusters
  Score: Raw -262160.476242 + Penalty 2613.145236 = -259547.331006
  nChanged 5
		SP:Iteration 56Q (159666.560000 sec): 3 clusters
  Score: Raw -262163.103916 + Penalty 2613.145236 = -259549.958680
  nChanged 3
		SP:Iteration 57Q (159666.740000 sec): 3 clusters
  Score: Raw -262164.996715 + Penalty 2613.145236 = -259551.851478
  nChanged 2
		SP:Iteration 58Q (159666.920000 sec): 3 clusters
  Score: Raw -262166.303163 + Penalty 2613.145236 = -259553.157927
  nChanged 1
		SP:Iteration 59Q (159667.090000 sec): 3 clusters
  Score: Raw -262166.574338 + Penalty 2613.145236 = -259553.429101
  nChanged 0
		SP:Iteration 60F (159667.310000 sec): 3 clusters
  Score: Raw -262166.574338 + Penalty 2613.145236 = -259553.429101
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 27 (25945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159667.500000 sec): 2 clusters
  Score: Raw -2256559.781313 + Penalty 1651.606806 = -2254908.174506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159667.760000 sec): 3 clusters
  Score: Raw -2240660.578670 + Penalty 3303.213612 = -2237357.365058
  nChanged 11790
		SP:Iteration 1F (159668.010000 sec): 3 clusters
  Score: Raw -2247125.509779 + Penalty 3303.213612 = -2243822.296166
  nChanged 1268
		SP:Iteration 2Q (159668.310000 sec): 3 clusters
  Score: Raw -2247597.074149 + Penalty 3303.213612 = -2244293.860537
  nChanged 1353
		SP:Iteration 3F (159668.550000 sec): 3 clusters
  Score: Raw -2248262.291949 + Penalty 3303.213612 = -2244959.078337
  nChanged 1668
		SP:Iteration 4F (159668.820000 sec): 3 clusters
  Score: Raw -2249267.642677 + Penalty 3303.213612 = -2245964.429065
  nChanged 1880
		SP:Iteration 5F (159669.130000 sec): 3 clusters
  Score: Raw -2250535.948197 + Penalty 3303.213612 = -2247232.734585
  nChanged 1905
		SP:Iteration 6F (159669.370000 sec): 3 clusters
  Score: Raw -2251945.120963 + Penalty 3303.213612 = -2248641.907351
  nChanged 1728
		SP:Iteration 7F (159669.630000 sec): 3 clusters
  Score: Raw -2253107.020063 + Penalty 3303.213612 = -2249803.806451
  nChanged 1274
		SP:Iteration 8Q (159669.910000 sec): 3 clusters
  Score: Raw -2253826.230141 + Penalty 3303.213612 = -2250523.016528
  nChanged 908
		SP:Iteration 9Q (159670.210000 sec): 3 clusters
  Score: Raw -2254305.043503 + Penalty 3303.213612 = -2251001.829891
  nChanged 722
		SP:Iteration 10Q (159670.480000 sec): 3 clusters
  Score: Raw -2254716.857474 + Penalty 3303.213612 = -2251413.643861
  nChanged 657
		SP:Iteration 11Q (159670.790000 sec): 3 clusters
  Score: Raw -2255111.011175 + Penalty 3303.213612 = -2251807.797562
  nChanged 546
		SP:Iteration 12Q (159671.090000 sec): 3 clusters
  Score: Raw -2255457.371494 + Penalty 3303.213612 = -2252154.157882
  nChanged 489
		SP:Iteration 13Q (159671.380000 sec): 3 clusters
  Score: Raw -2255806.873880 + Penalty 3303.213612 = -2252503.660267
  nChanged 366
		SP:Iteration 14Q (159671.670000 sec): 3 clusters
  Score: Raw -2256063.809750 + Penalty 3303.213612 = -2252760.596137
  nChanged 291
		SP:Iteration 15Q (159671.960000 sec): 3 clusters
  Score: Raw -2256289.162936 + Penalty 3303.213612 = -2252985.949323
  nChanged 200
		SP:Iteration 16Q (159672.270000 sec): 3 clusters
  Score: Raw -2256443.284249 + Penalty 3303.213612 = -2253140.070636
  nChanged 123
		SP:Iteration 17Q (159672.510000 sec): 3 clusters
  Score: Raw -2256532.157954 + Penalty 3303.213612 = -2253228.944342
  nChanged 83
		SP:Iteration 18Q (159672.810000 sec): 3 clusters
  Score: Raw -2256592.903418 + Penalty 3303.213612 = -2253289.689806
  nChanged 66
		SP:Iteration 19Q (159673.080000 sec): 3 clusters
  Score: Raw -2256635.315680 + Penalty 3303.213612 = -2253332.102067
  nChanged 45
		SP:Iteration 20F (159673.340000 sec): 3 clusters
  Score: Raw -2256670.697559 + Penalty 3303.213612 = -2253367.483947
  nChanged 35
		SP:Iteration 21Q (159673.600000 sec): 3 clusters
  Score: Raw -2256699.204178 + Penalty 3303.213612 = -2253395.990566
  nChanged 34
		SP:Iteration 22Q (159673.850000 sec): 3 clusters
  Score: Raw -2256729.142310 + Penalty 3303.213612 = -2253425.928698
  nChanged 27
		SP:Iteration 23Q (159674.140000 sec): 3 clusters
  Score: Raw -2256754.833519 + Penalty 3303.213612 = -2253451.619907
  nChanged 17
		SP:Iteration 24Q (159674.460000 sec): 3 clusters
  Score: Raw -2256767.877069 + Penalty 3303.213612 = -2253464.663457
  nChanged 8
		SP:Iteration 25Q (159674.740000 sec): 3 clusters
  Score: Raw -2256773.977435 + Penalty 3303.213612 = -2253470.763823
  nChanged 9
		SP:Iteration 26Q (159674.980000 sec): 3 clusters
  Score: Raw -2256781.284197 + Penalty 3303.213612 = -2253478.070585
  nChanged 5
		SP:Iteration 27Q (159675.240000 sec): 3 clusters
  Score: Raw -2256786.095408 + Penalty 3303.213612 = -2253482.881795
  nChanged 4
		SP:Iteration 28Q (159675.500000 sec): 3 clusters
  Score: Raw -2256789.775809 + Penalty 3303.213612 = -2253486.562197
  nChanged 3
		SP:Iteration 29Q (159675.740000 sec): 3 clusters
  Score: Raw -2256792.991400 + Penalty 3303.213612 = -2253489.777788
  nChanged 2
		SP:Iteration 30Q (159676.010000 sec): 3 clusters
  Score: Raw -2256794.763571 + Penalty 3303.213612 = -2253491.549959
  nChanged 1
		SP:Iteration 31Q (159676.290000 sec): 3 clusters
  Score: Raw -2256795.468965 + Penalty 3303.213612 = -2253492.255352
  nChanged 1
		SP:Iteration 32Q (159676.580000 sec): 3 clusters
  Score: Raw -2256796.375129 + Penalty 3303.213612 = -2253493.161516
  nChanged 3
		SP:Iteration 33Q (159676.840000 sec): 3 clusters
  Score: Raw -2256797.751438 + Penalty 3303.213612 = -2253494.537825
  nChanged 1
		SP:Iteration 34Q (159677.110000 sec): 3 clusters
  Score: Raw -2256798.203768 + Penalty 3303.213612 = -2253494.990156
  nChanged 2
		SP:Iteration 35Q (159677.380000 sec): 3 clusters
  Score: Raw -2256799.277738 + Penalty 3303.213612 = -2253496.064126
  nChanged 2
		SP:Iteration 36Q (159677.670000 sec): 3 clusters
  Score: Raw -2256800.883206 + Penalty 3303.213612 = -2253497.669593
  nChanged 0
		SP:Iteration 37F (159677.930000 sec): 3 clusters
  Score: Raw -2256800.883206 + Penalty 3303.213612 = -2253497.669593
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 28 (37710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159678.200000 sec): 2 clusters
  Score: Raw -3084030.876696 + Penalty 1712.373096 = -3082318.503600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159678.520000 sec): 3 clusters
  Score: Raw -3060624.679486 + Penalty 3424.746192 = -3057199.933294
  nChanged 17501
		SP:Iteration 1F (159678.840000 sec): 3 clusters
  Score: Raw -3070649.619206 + Penalty 3424.746192 = -3067224.873014
  nChanged 1709
		SP:Iteration 2Q (159679.250000 sec): 3 clusters
  Score: Raw -3071265.806302 + Penalty 3424.746192 = -3067841.060110
  nChanged 1696
		SP:Iteration 3Q (159679.610000 sec): 3 clusters
  Score: Raw -3071962.257482 + Penalty 3424.746192 = -3068537.511290
  nChanged 1742
		SP:Iteration 4Q (159680.000000 sec): 3 clusters
  Score: Raw -3072734.865515 + Penalty 3424.746192 = -3069310.119323
  nChanged 1756
		SP:Iteration 5Q (159680.320000 sec): 3 clusters
  Score: Raw -3073583.726526 + Penalty 3424.746192 = -3070158.980334
  nChanged 1787
		SP:Iteration 6Q (159680.690000 sec): 3 clusters
  Score: Raw -3074509.938053 + Penalty 3424.746192 = -3071085.191861
  nChanged 1780
		SP:Iteration 7Q (159681.050000 sec): 3 clusters
  Score: Raw -3075508.031058 + Penalty 3424.746192 = -3072083.284866
  nChanged 1745
		SP:Iteration 8Q (159681.340000 sec): 3 clusters
  Score: Raw -3076461.675626 + Penalty 3424.746192 = -3073036.929434
  nChanged 1608
		SP:Iteration 9Q (159681.710000 sec): 3 clusters
  Score: Raw -3077286.312792 + Penalty 3424.746192 = -3073861.566600
  nChanged 1474
		SP:Iteration 10Q (159682.020000 sec): 3 clusters
  Score: Raw -3078045.167944 + Penalty 3424.746192 = -3074620.421752
  nChanged 1355
		SP:Iteration 11Q (159682.350000 sec): 3 clusters
  Score: Raw -3078685.523065 + Penalty 3424.746192 = -3075260.776873
  nChanged 1102
		SP:Iteration 12Q (159682.670000 sec): 3 clusters
  Score: Raw -3079147.546336 + Penalty 3424.746192 = -3075722.800144
  nChanged 929
		SP:Iteration 13Q (159682.980000 sec): 3 clusters
  Score: Raw -3079511.595608 + Penalty 3424.746192 = -3076086.849416
  nChanged 813
		SP:Iteration 14Q (159683.270000 sec): 3 clusters
  Score: Raw -3079810.468895 + Penalty 3424.746192 = -3076385.722703
  nChanged 799
		SP:Iteration 15Q (159683.590000 sec): 3 clusters
  Score: Raw -3080130.543739 + Penalty 3424.746192 = -3076705.797547
  nChanged 763
		SP:Iteration 16Q (159683.900000 sec): 3 clusters
  Score: Raw -3080456.805707 + Penalty 3424.746192 = -3077032.059515
  nChanged 763
		SP:Iteration 17Q (159684.250000 sec): 3 clusters
  Score: Raw -3080809.977061 + Penalty 3424.746192 = -3077385.230869
  nChanged 782
		SP:Iteration 18Q (159684.580000 sec): 3 clusters
  Score: Raw -3081210.404135 + Penalty 3424.746192 = -3077785.657943
  nChanged 811
		SP:Iteration 19Q (159684.900000 sec): 3 clusters
  Score: Raw -3081679.955018 + Penalty 3424.746192 = -3078255.208826
  nChanged 790
		SP:Iteration 20F (159685.260000 sec): 3 clusters
  Score: Raw -3082168.327112 + Penalty 3424.746192 = -3078743.580920
  nChanged 770
		SP:Iteration 21Q (159685.570000 sec): 3 clusters
  Score: Raw -3082631.584054 + Penalty 3424.746192 = -3079206.837862
  nChanged 660
		SP:Iteration 22Q (159685.910000 sec): 3 clusters
  Score: Raw -3083017.162354 + Penalty 3424.746192 = -3079592.416162
  nChanged 576
		SP:Iteration 23Q (159686.190000 sec): 3 clusters
  Score: Raw -3083346.539287 + Penalty 3424.746192 = -3079921.793096
  nChanged 449
		SP:Iteration 24Q (159686.550000 sec): 3 clusters
  Score: Raw -3083597.879193 + Penalty 3424.746192 = -3080173.133001
  nChanged 379
		SP:Iteration 25Q (159686.830000 sec): 3 clusters
  Score: Raw -3083810.285996 + Penalty 3424.746192 = -3080385.539804
  nChanged 328
		SP:Iteration 26Q (159687.110000 sec): 3 clusters
  Score: Raw -3083983.669279 + Penalty 3424.746192 = -3080558.923087
  nChanged 258
		SP:Iteration 27Q (159687.400000 sec): 3 clusters
  Score: Raw -3084116.694546 + Penalty 3424.746192 = -3080691.948354
  nChanged 194
		SP:Iteration 28Q (159687.750000 sec): 3 clusters
  Score: Raw -3084218.205790 + Penalty 3424.746192 = -3080793.459599
  nChanged 176
		SP:Iteration 29Q (159688.040000 sec): 3 clusters
  Score: Raw -3084306.086366 + Penalty 3424.746192 = -3080881.340174
  nChanged 160
		SP:Iteration 30Q (159688.350000 sec): 3 clusters
  Score: Raw -3084378.483485 + Penalty 3424.746192 = -3080953.737293
  nChanged 154
		SP:Iteration 31Q (159688.620000 sec): 3 clusters
  Score: Raw -3084444.103924 + Penalty 3424.746192 = -3081019.357732
  nChanged 117
		SP:Iteration 32Q (159688.970000 sec): 3 clusters
  Score: Raw -3084502.082279 + Penalty 3424.746192 = -3081077.336087
  nChanged 144
		SP:Iteration 33Q (159689.290000 sec): 3 clusters
  Score: Raw -3084585.844913 + Penalty 3424.746192 = -3081161.098721
  nChanged 141
		SP:Iteration 34Q (159689.600000 sec): 3 clusters
  Score: Raw -3084680.262876 + Penalty 3424.746192 = -3081255.516684
  nChanged 149
		SP:Iteration 35Q (159689.930000 sec): 3 clusters
  Score: Raw -3084771.405254 + Penalty 3424.746192 = -3081346.659062
  nChanged 155
		SP:Iteration 36Q (159690.200000 sec): 3 clusters
  Score: Raw -3084865.458779 + Penalty 3424.746192 = -3081440.712587
  nChanged 161
		SP:Iteration 37Q (159690.510000 sec): 3 clusters
  Score: Raw -3084954.988500 + Penalty 3424.746192 = -3081530.242308
  nChanged 143
		SP:Iteration 38Q (159690.810000 sec): 3 clusters
  Score: Raw -3085037.054704 + Penalty 3424.746192 = -3081612.308512
  nChanged 155
		SP:Iteration 39Q (159691.110000 sec): 3 clusters
  Score: Raw -3085120.303058 + Penalty 3424.746192 = -3081695.556867
  nChanged 148
		SP:Iteration 40F (159691.430000 sec): 3 clusters
  Score: Raw -3085248.360259 + Penalty 3424.746192 = -3081823.614068
  nChanged 180
		SP:Iteration 41Q (159691.740000 sec): 3 clusters
  Score: Raw -3085349.639024 + Penalty 3424.746192 = -3081924.892833
  nChanged 175
		SP:Iteration 42Q (159692.100000 sec): 3 clusters
  Score: Raw -3085420.740829 + Penalty 3424.746192 = -3081995.994638
  nChanged 158
		SP:Iteration 43Q (159692.370000 sec): 3 clusters
  Score: Raw -3085481.667322 + Penalty 3424.746192 = -3082056.921130
  nChanged 140
		SP:Iteration 44Q (159692.690000 sec): 3 clusters
  Score: Raw -3085534.795825 + Penalty 3424.746192 = -3082110.049633
  nChanged 122
		SP:Iteration 45Q (159692.960000 sec): 3 clusters
  Score: Raw -3085574.572549 + Penalty 3424.746192 = -3082149.826357
  nChanged 95
		SP:Iteration 46Q (159693.280000 sec): 3 clusters
  Score: Raw -3085602.007665 + Penalty 3424.746192 = -3082177.261473
  nChanged 96
		SP:Iteration 47Q (159693.560000 sec): 3 clusters
  Score: Raw -3085629.392723 + Penalty 3424.746192 = -3082204.646531
  nChanged 76
		SP:Iteration 48Q (159693.880000 sec): 3 clusters
  Score: Raw -3085646.916381 + Penalty 3424.746192 = -3082222.170189
  nChanged 56
		SP:Iteration 49Q (159694.180000 sec): 3 clusters
  Score: Raw -3085659.432468 + Penalty 3424.746192 = -3082234.686276
  nChanged 43
		SP:Iteration 50Q (159694.430000 sec): 3 clusters
  Score: Raw -3085667.655585 + Penalty 3424.746192 = -3082242.909393
  nChanged 38
		SP:Iteration 51Q (159694.720000 sec): 3 clusters
  Score: Raw -3085675.725134 + Penalty 3424.746192 = -3082250.978942
  nChanged 38
		SP:Iteration 52Q (159695.050000 sec): 3 clusters
  Score: Raw -3085683.381450 + Penalty 3424.746192 = -3082258.635258
  nChanged 33
		SP:Iteration 53Q (159695.360000 sec): 3 clusters
  Score: Raw -3085688.985107 + Penalty 3424.746192 = -3082264.238915
  nChanged 25
		SP:Iteration 54Q (159695.680000 sec): 3 clusters
  Score: Raw -3085693.108232 + Penalty 3424.746192 = -3082268.362040
  nChanged 12
		SP:Iteration 55Q (159695.990000 sec): 3 clusters
  Score: Raw -3085695.134065 + Penalty 3424.746192 = -3082270.387873
  nChanged 12
		SP:Iteration 56Q (159696.270000 sec): 3 clusters
  Score: Raw -3085696.824452 + Penalty 3424.746192 = -3082272.078260
  nChanged 9
		SP:Iteration 57Q (159696.610000 sec): 3 clusters
  Score: Raw -3085698.358104 + Penalty 3424.746192 = -3082273.611912
  nChanged 12
		SP:Iteration 58Q (159696.940000 sec): 3 clusters
  Score: Raw -3085700.217683 + Penalty 3424.746192 = -3082275.471492
  nChanged 10
		SP:Iteration 59Q (159697.250000 sec): 3 clusters
  Score: Raw -3085701.409190 + Penalty 3424.746192 = -3082276.662998
  nChanged 7
		SP:Iteration 60F (159697.550000 sec): 3 clusters
  Score: Raw -3085702.280064 + Penalty 3424.746192 = -3082277.533872
  nChanged 5
		SP:Iteration 61Q (159697.810000 sec): 3 clusters
  Score: Raw -3085703.025253 + Penalty 3424.746192 = -3082278.279061
  nChanged 7
		SP:Iteration 62Q (159698.120000 sec): 3 clusters
  Score: Raw -3085704.129056 + Penalty 3424.746192 = -3082279.382864
  nChanged 9
		SP:Iteration 63Q (159698.450000 sec): 3 clusters
  Score: Raw -3085705.299231 + Penalty 3424.746192 = -3082280.553040
  nChanged 11
		SP:Iteration 64Q (159698.790000 sec): 3 clusters
  Score: Raw -3085707.006127 + Penalty 3424.746192 = -3082282.259935
  nChanged 9
		SP:Iteration 65Q (159699.110000 sec): 3 clusters
  Score: Raw -3085708.887207 + Penalty 3424.746192 = -3082284.141015
  nChanged 12
		SP:Iteration 66Q (159699.400000 sec): 3 clusters
  Score: Raw -3085710.969221 + Penalty 3424.746192 = -3082286.223029
  nChanged 12
		SP:Iteration 67Q (159699.760000 sec): 3 clusters
  Score: Raw -3085712.958502 + Penalty 3424.746192 = -3082288.212310
  nChanged 10
		SP:Iteration 68Q (159700.050000 sec): 3 clusters
  Score: Raw -3085714.771301 + Penalty 3424.746192 = -3082290.025109
  nChanged 10
		SP:Iteration 69Q (159700.380000 sec): 3 clusters
  Score: Raw -3085716.161471 + Penalty 3424.746192 = -3082291.415280
  nChanged 6
		SP:Iteration 70Q (159700.680000 sec): 3 clusters
  Score: Raw -3085716.868406 + Penalty 3424.746192 = -3082292.122214
  nChanged 6
		SP:Iteration 71Q (159701.040000 sec): 3 clusters
  Score: Raw -3085717.568583 + Penalty 3424.746192 = -3082292.822391
  nChanged 4
		SP:Iteration 72Q (159701.330000 sec): 3 clusters
  Score: Raw -3085717.920385 + Penalty 3424.746192 = -3082293.174193
  nChanged 4
		SP:Iteration 73Q (159701.680000 sec): 3 clusters
  Score: Raw -3085718.292507 + Penalty 3424.746192 = -3082293.546315
  nChanged 7
		SP:Iteration 74Q (159701.980000 sec): 3 clusters
  Score: Raw -3085719.069683 + Penalty 3424.746192 = -3082294.323491
  nChanged 5
		SP:Iteration 75Q (159702.230000 sec): 3 clusters
  Score: Raw -3085719.669611 + Penalty 3424.746192 = -3082294.923420
  nChanged 5
		SP:Iteration 76Q (159702.570000 sec): 3 clusters
  Score: Raw -3085720.128582 + Penalty 3424.746192 = -3082295.382391
  nChanged 2
		SP:Iteration 77Q (159702.870000 sec): 3 clusters
  Score: Raw -3085720.398805 + Penalty 3424.746192 = -3082295.652613
  nChanged 3
		SP:Iteration 78Q (159703.210000 sec): 3 clusters
  Score: Raw -3085720.831363 + Penalty 3424.746192 = -3082296.085171
  nChanged 5
		SP:Iteration 79Q (159703.510000 sec): 3 clusters
  Score: Raw -3085721.509179 + Penalty 3424.746192 = -3082296.762987
  nChanged 3
		SP:Iteration 80F (159703.830000 sec): 3 clusters
  Score: Raw -3085721.919640 + Penalty 3424.746192 = -3082297.173448
  nChanged 1
		SP:Iteration 81Q (159704.150000 sec): 3 clusters
  Score: Raw -3085722.022932 + Penalty 3424.746192 = -3082297.276740
  nChanged 1
		SP:Iteration 82Q (159704.500000 sec): 3 clusters
  Score: Raw -3085722.168119 + Penalty 3424.746192 = -3082297.421927
  nChanged 1
		SP:Iteration 83Q (159704.810000 sec): 3 clusters
  Score: Raw -3085722.303408 + Penalty 3424.746192 = -3082297.557217
  nChanged 2
		SP:Iteration 84Q (159705.120000 sec): 3 clusters
  Score: Raw -3085722.664131 + Penalty 3424.746192 = -3082297.917939
  nChanged 4
		SP:Iteration 85Q (159705.410000 sec): 3 clusters
  Score: Raw -3085723.337702 + Penalty 3424.746192 = -3082298.591510
  nChanged 9
		SP:Iteration 86Q (159705.690000 sec): 3 clusters
  Score: Raw -3085724.424337 + Penalty 3424.746192 = -3082299.678145
  nChanged 6
		SP:Iteration 87Q (159706.030000 sec): 3 clusters
  Score: Raw -3085725.333571 + Penalty 3424.746192 = -3082300.587379
  nChanged 4
		SP:Iteration 88Q (159706.310000 sec): 3 clusters
  Score: Raw -3085726.160031 + Penalty 3424.746192 = -3082301.413839
  nChanged 4
		SP:Iteration 89Q (159706.580000 sec): 3 clusters
  Score: Raw -3085727.008397 + Penalty 3424.746192 = -3082302.262205
  nChanged 4
		SP:Iteration 90Q (159706.870000 sec): 3 clusters
  Score: Raw -3085727.326783 + Penalty 3424.746192 = -3082302.580591
  nChanged 1
		SP:Iteration 91Q (159707.160000 sec): 3 clusters
  Score: Raw -3085727.484766 + Penalty 3424.746192 = -3082302.738574
  nChanged 2
		SP:Iteration 92Q (159707.490000 sec): 3 clusters
  Score: Raw -3085727.723063 + Penalty 3424.746192 = -3082302.976871
  nChanged 0
		SP:Iteration 93F (159707.750000 sec): 3 clusters
  Score: Raw -3085727.723063 + Penalty 3424.746192 = -3082302.976871
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 29 (508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159707.880000 sec): 2 clusters
  Score: Raw -45779.644218 + Penalty 1012.453235 = -44767.190983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159708.040000 sec): 3 clusters
  Score: Raw -45679.132621 + Penalty 2024.906470 = -43654.226151
  nChanged 105
		SP:Iteration 1F (159708.230000 sec): 3 clusters
  Score: Raw -45831.690425 + Penalty 2024.906470 = -43806.783954
  nChanged 33
		SP:Iteration 2F (159708.440000 sec): 3 clusters
  Score: Raw -45874.617091 + Penalty 2024.906470 = -43849.710621
  nChanged 10
		SP:Iteration 3Q (159708.590000 sec): 3 clusters
  Score: Raw -45893.330928 + Penalty 2024.906470 = -43868.424458
  nChanged 11
		SP:Iteration 4Q (159708.780000 sec): 3 clusters
  Score: Raw -45919.330475 + Penalty 2024.906470 = -43894.424005
  nChanged 4
		SP:Iteration 5Q (159708.960000 sec): 3 clusters
  Score: Raw -45928.052864 + Penalty 2024.906470 = -43903.146393
  nChanged 3
		SP:Iteration 6Q (159709.140000 sec): 3 clusters
  Score: Raw -45931.363971 + Penalty 2024.906470 = -43906.457501
  nChanged 2
		SP:Iteration 7Q (159709.340000 sec): 3 clusters
  Score: Raw -45933.164851 + Penalty 2024.906470 = -43908.258380
  nChanged 2
		SP:Iteration 8Q (159709.490000 sec): 3 clusters
  Score: Raw -45935.300231 + Penalty 2024.906470 = -43910.393761
  nChanged 1
		SP:Iteration 9Q (159709.700000 sec): 3 clusters
  Score: Raw -45935.926441 + Penalty 2024.906470 = -43911.019971
  nChanged 2
		SP:Iteration 10Q (159709.870000 sec): 3 clusters
  Score: Raw -45937.473472 + Penalty 2024.906470 = -43912.567001
  nChanged 1
		SP:Iteration 11Q (159710.070000 sec): 3 clusters
  Score: Raw -45937.950349 + Penalty 2024.906470 = -43913.043879
  nChanged 1
		SP:Iteration 12Q (159710.210000 sec): 3 clusters
  Score: Raw -45939.362520 + Penalty 2024.906470 = -43914.456050
  nChanged 1
		SP:Iteration 13Q (159710.390000 sec): 3 clusters
  Score: Raw -45941.440417 + Penalty 2024.906470 = -43916.533947
  nChanged 2
		SP:Iteration 14Q (159710.560000 sec): 3 clusters
  Score: Raw -45944.535605 + Penalty 2024.906470 = -43919.629134
  nChanged 4
		SP:Iteration 15Q (159710.760000 sec): 3 clusters
  Score: Raw -45957.657621 + Penalty 2024.906470 = -43932.751150
  nChanged 8
		SP:Iteration 16Q (159710.970000 sec): 3 clusters
  Score: Raw -45970.880768 + Penalty 2024.906470 = -43945.974297
  nChanged 6
		SP:Iteration 17Q (159711.130000 sec): 3 clusters
  Score: Raw -45981.462095 + Penalty 2024.906470 = -43956.555624
  nChanged 3
		SP:Iteration 18Q (159711.280000 sec): 3 clusters
  Score: Raw -45984.943457 + Penalty 2024.906470 = -43960.036986
  nChanged 2
		SP:Iteration 19Q (159711.420000 sec): 3 clusters
  Score: Raw -45987.628245 + Penalty 2024.906470 = -43962.721774
  nChanged 0
		SP:Iteration 20F (159711.600000 sec): 3 clusters
  Score: Raw -45987.628245 + Penalty 2024.906470 = -43962.721774
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 30 (4449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159711.730000 sec): 2 clusters
  Score: Raw -334089.909485 + Penalty 1365.070628 = -332724.838857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159711.880000 sec): 3 clusters
  Score: Raw -331813.960896 + Penalty 2730.141255 = -329083.819641
  nChanged 1752
		SP:Iteration 1F (159712.080000 sec): 3 clusters
  Score: Raw -332961.893388 + Penalty 2730.141255 = -330231.752133
  nChanged 387
		SP:Iteration 2F (159712.310000 sec): 3 clusters
  Score: Raw -333289.725771 + Penalty 2730.141255 = -330559.584516
  nChanged 322
		SP:Iteration 3F (159712.530000 sec): 3 clusters
  Score: Raw -333561.092370 + Penalty 2730.141255 = -330830.951115
  nChanged 292
		SP:Iteration 4F (159712.670000 sec): 3 clusters
  Score: Raw -333844.391433 + Penalty 2730.141255 = -331114.250178
  nChanged 274
		SP:Iteration 5F (159712.850000 sec): 3 clusters
  Score: Raw -334091.827247 + Penalty 2730.141255 = -331361.685992
  nChanged 222
		SP:Iteration 6Q (159713.000000 sec): 3 clusters
  Score: Raw -334251.298547 + Penalty 2730.141255 = -331521.157292
  nChanged 159
		SP:Iteration 7Q (159713.210000 sec): 3 clusters
  Score: Raw -334347.052478 + Penalty 2730.141255 = -331616.911222
  nChanged 121
		SP:Iteration 8Q (159713.410000 sec): 3 clusters
  Score: Raw -334402.337202 + Penalty 2730.141255 = -331672.195947
  nChanged 88
		SP:Iteration 9Q (159713.530000 sec): 3 clusters
  Score: Raw -334439.623945 + Penalty 2730.141255 = -331709.482690
  nChanged 67
		SP:Iteration 10Q (159713.680000 sec): 3 clusters
  Score: Raw -334467.285801 + Penalty 2730.141255 = -331737.144546
  nChanged 65
		SP:Iteration 11Q (159713.860000 sec): 3 clusters
  Score: Raw -334496.208005 + Penalty 2730.141255 = -331766.066750
  nChanged 53
		SP:Iteration 12Q (159714.050000 sec): 3 clusters
  Score: Raw -334516.606424 + Penalty 2730.141255 = -331786.465169
  nChanged 37
		SP:Iteration 13Q (159714.230000 sec): 3 clusters
  Score: Raw -334526.863041 + Penalty 2730.141255 = -331796.721786
  nChanged 26
		SP:Iteration 14Q (159714.460000 sec): 3 clusters
  Score: Raw -334533.860783 + Penalty 2730.141255 = -331803.719528
  nChanged 19
		SP:Iteration 15Q (159714.630000 sec): 3 clusters
  Score: Raw -334540.925888 + Penalty 2730.141255 = -331810.784633
  nChanged 16
		SP:Iteration 16Q (159714.830000 sec): 3 clusters
  Score: Raw -334546.063952 + Penalty 2730.141255 = -331815.922697
  nChanged 16
		SP:Iteration 17Q (159715.020000 sec): 3 clusters
  Score: Raw -334550.499341 + Penalty 2730.141255 = -331820.358086
  nChanged 10
		SP:Iteration 18Q (159715.200000 sec): 3 clusters
  Score: Raw -334552.107908 + Penalty 2730.141255 = -331821.966653
  nChanged 8
		SP:Iteration 19Q (159715.430000 sec): 3 clusters
  Score: Raw -334553.505283 + Penalty 2730.141255 = -331823.364028
  nChanged 9
		SP:Iteration 20F (159715.600000 sec): 3 clusters
  Score: Raw -334556.040554 + Penalty 2730.141255 = -331825.899299
  nChanged 11
		SP:Iteration 21Q (159715.820000 sec): 3 clusters
  Score: Raw -334558.294284 + Penalty 2730.141255 = -331828.153029
  nChanged 6
		SP:Iteration 22Q (159716.000000 sec): 3 clusters
  Score: Raw -334559.390597 + Penalty 2730.141255 = -331829.249342
  nChanged 5
		SP:Iteration 23Q (159716.220000 sec): 3 clusters
  Score: Raw -334560.838883 + Penalty 2730.141255 = -331830.697628
  nChanged 1
		SP:Iteration 24Q (159716.440000 sec): 3 clusters
  Score: Raw -334561.007306 + Penalty 2730.141255 = -331830.866051
  nChanged 1
		SP:Iteration 25Q (159716.640000 sec): 3 clusters
  Score: Raw -334561.369986 + Penalty 2730.141255 = -331831.228731
  nChanged 0
		SP:Iteration 26F (159716.810000 sec): 3 clusters
  Score: Raw -334561.369986 + Penalty 2730.141255 = -331831.228731
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 31 (70116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159717.210000 sec): 2 clusters
  Score: Raw -6218947.845812 + Penalty 1813.159773 = -6217134.686040
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159717.720000 sec): 3 clusters
  Score: Raw -6173655.059322 + Penalty 3626.319545 = -6170028.739777
  nChanged 33560
		SP:Iteration 1F (159718.200000 sec): 3 clusters
  Score: Raw -6192797.455862 + Penalty 3626.319545 = -6189171.136317
  nChanged 2947
		SP:Iteration 2Q (159718.690000 sec): 3 clusters
  Score: Raw -6193767.293191 + Penalty 3626.319545 = -6190140.973646
  nChanged 3433
		SP:Iteration 3Q (159719.170000 sec): 3 clusters
  Score: Raw -6195232.949214 + Penalty 3626.319545 = -6191606.629669
  nChanged 4235
		SP:Iteration 4F (159719.670000 sec): 3 clusters
  Score: Raw -6197638.446833 + Penalty 3626.319545 = -6194012.127288
  nChanged 5024
		SP:Iteration 5F (159720.130000 sec): 3 clusters
  Score: Raw -6201138.680638 + Penalty 3626.319545 = -6197512.361093
  nChanged 5379
		SP:Iteration 6F (159720.620000 sec): 3 clusters
  Score: Raw -6205437.742844 + Penalty 3626.319545 = -6201811.423299
  nChanged 5136
		SP:Iteration 7F (159721.090000 sec): 3 clusters
  Score: Raw -6209890.420549 + Penalty 3626.319545 = -6206264.101004
  nChanged 4163
		SP:Iteration 8F (159721.540000 sec): 3 clusters
  Score: Raw -6213582.185076 + Penalty 3626.319545 = -6209955.865531
  nChanged 2910
		SP:Iteration 9Q (159722.020000 sec): 3 clusters
  Score: Raw -6216111.050125 + Penalty 3626.319545 = -6212484.730580
  nChanged 1741
		SP:Iteration 10Q (159722.480000 sec): 3 clusters
  Score: Raw -6217618.886437 + Penalty 3626.319545 = -6213992.566892
  nChanged 913
		SP:Iteration 11Q (159723.040000 sec): 3 clusters
  Score: Raw -6218352.228986 + Penalty 3626.319545 = -6214725.909441
  nChanged 454
		SP:Iteration 12Q (159723.580000 sec): 3 clusters
  Score: Raw -6218758.038702 + Penalty 3626.319545 = -6215131.719157
  nChanged 235
		SP:Iteration 13Q (159724.090000 sec): 3 clusters
  Score: Raw -6218975.215596 + Penalty 3626.319545 = -6215348.896051
  nChanged 109
		SP:Iteration 14Q (159724.520000 sec): 3 clusters
  Score: Raw -6219071.078350 + Penalty 3626.319545 = -6215444.758805
  nChanged 60
		SP:Iteration 15Q (159724.950000 sec): 3 clusters
  Score: Raw -6219121.786626 + Penalty 3626.319545 = -6215495.467081
  nChanged 40
		SP:Iteration 16Q (159725.400000 sec): 3 clusters
  Score: Raw -6219156.705091 + Penalty 3626.319545 = -6215530.385546
  nChanged 27
		SP:Iteration 17Q (159725.800000 sec): 3 clusters
  Score: Raw -6219185.808142 + Penalty 3626.319545 = -6215559.488597
  nChanged 16
		SP:Iteration 18Q (159726.260000 sec): 3 clusters
  Score: Raw -6219200.028690 + Penalty 3626.319545 = -6215573.709145
  nChanged 15
		SP:Iteration 19Q (159726.680000 sec): 3 clusters
  Score: Raw -6219213.439934 + Penalty 3626.319545 = -6215587.120389
  nChanged 13
		SP:Iteration 20F (159727.100000 sec): 3 clusters
  Score: Raw -6219221.481257 + Penalty 3626.319545 = -6215595.161712
  nChanged 5
		SP:Iteration 21Q (159727.540000 sec): 3 clusters
  Score: Raw -6219224.882769 + Penalty 3626.319545 = -6215598.563224
  nChanged 5
		SP:Iteration 22Q (159728.020000 sec): 3 clusters
  Score: Raw -6219228.380670 + Penalty 3626.319545 = -6215602.061125
  nChanged 6
		SP:Iteration 23Q (159728.520000 sec): 3 clusters
  Score: Raw -6219232.220704 + Penalty 3626.319545 = -6215605.901159
  nChanged 5
		SP:Iteration 24Q (159728.980000 sec): 3 clusters
  Score: Raw -6219236.317011 + Penalty 3626.319545 = -6215609.997466
  nChanged 4
		SP:Iteration 25Q (159729.410000 sec): 3 clusters
  Score: Raw -6219239.116870 + Penalty 3626.319545 = -6215612.797325
  nChanged 3
		SP:Iteration 26Q (159729.880000 sec): 3 clusters
  Score: Raw -6219241.776853 + Penalty 3626.319545 = -6215615.457308
  nChanged 3
		SP:Iteration 27Q (159730.350000 sec): 3 clusters
  Score: Raw -6219245.052478 + Penalty 3626.319545 = -6215618.732933
  nChanged 2
		SP:Iteration 28Q (159730.800000 sec): 3 clusters
  Score: Raw -6219247.653244 + Penalty 3626.319545 = -6215621.333699
  nChanged 2
		SP:Iteration 29Q (159731.280000 sec): 3 clusters
  Score: Raw -6219248.876411 + Penalty 3626.319545 = -6215622.556866
  nChanged 4
		SP:Iteration 30Q (159731.710000 sec): 3 clusters
  Score: Raw -6219251.350962 + Penalty 3626.319545 = -6215625.031417
  nChanged 2
		SP:Iteration 31Q (159732.130000 sec): 3 clusters
  Score: Raw -6219252.091989 + Penalty 3626.319545 = -6215625.772444
  nChanged 0
		SP:Iteration 32F (159732.580000 sec): 3 clusters
  Score: Raw -6219252.091989 + Penalty 3626.319545 = -6215625.772444
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 32 (2412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159732.690000 sec): 2 clusters
  Score: Raw -195127.378096 + Penalty 1265.584378 = -193861.793718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159732.860000 sec): 3 clusters
  Score: Raw -194058.379408 + Penalty 2531.168756 = -191527.210652
  nChanged 855
		SP:Iteration 1F (159733.090000 sec): 3 clusters
  Score: Raw -194562.036425 + Penalty 2531.168756 = -192030.867669
  nChanged 187
		SP:Iteration 2F (159733.260000 sec): 3 clusters
  Score: Raw -194685.620393 + Penalty 2531.168756 = -192154.451637
  nChanged 119
		SP:Iteration 3Q (159733.440000 sec): 3 clusters
  Score: Raw -194774.797963 + Penalty 2531.168756 = -192243.629207
  nChanged 103
		SP:Iteration 4Q (159733.670000 sec): 3 clusters
  Score: Raw -194862.676854 + Penalty 2531.168756 = -192331.508098
  nChanged 88
		SP:Iteration 5Q (159733.830000 sec): 3 clusters
  Score: Raw -194935.928057 + Penalty 2531.168756 = -192404.759301
  nChanged 101
		SP:Iteration 6Q (159734.000000 sec): 3 clusters
  Score: Raw -195057.471907 + Penalty 2531.168756 = -192526.303151
  nChanged 112
		SP:Iteration 7Q (159734.220000 sec): 3 clusters
  Score: Raw -195172.451982 + Penalty 2531.168756 = -192641.283225
  nChanged 104
		SP:Iteration 8Q (159734.390000 sec): 3 clusters
  Score: Raw -195288.602992 + Penalty 2531.168756 = -192757.434236
  nChanged 119
		SP:Iteration 9Q (159734.570000 sec): 3 clusters
  Score: Raw -195429.050376 + Penalty 2531.168756 = -192897.881620
  nChanged 109
		SP:Iteration 10Q (159734.730000 sec): 3 clusters
  Score: Raw -195550.212487 + Penalty 2531.168756 = -193019.043731
  nChanged 86
		SP:Iteration 11Q (159734.910000 sec): 3 clusters
  Score: Raw -195623.448624 + Penalty 2531.168756 = -193092.279868
  nChanged 56
		SP:Iteration 12Q (159735.130000 sec): 3 clusters
  Score: Raw -195663.359953 + Penalty 2531.168756 = -193132.191196
  nChanged 36
		SP:Iteration 13Q (159735.310000 sec): 3 clusters
  Score: Raw -195686.517473 + Penalty 2531.168756 = -193155.348717
  nChanged 23
		SP:Iteration 14Q (159735.480000 sec): 3 clusters
  Score: Raw -195698.992560 + Penalty 2531.168756 = -193167.823804
  nChanged 20
		SP:Iteration 15Q (159735.640000 sec): 3 clusters
  Score: Raw -195710.804765 + Penalty 2531.168756 = -193179.636009
  nChanged 17
		SP:Iteration 16Q (159735.860000 sec): 3 clusters
  Score: Raw -195722.999565 + Penalty 2531.168756 = -193191.830808
  nChanged 17
		SP:Iteration 17Q (159736.020000 sec): 3 clusters
  Score: Raw -195734.356489 + Penalty 2531.168756 = -193203.187732
  nChanged 16
		SP:Iteration 18Q (159736.240000 sec): 3 clusters
  Score: Raw -195746.426359 + Penalty 2531.168756 = -193215.257602
  nChanged 26
		SP:Iteration 19Q (159736.400000 sec): 3 clusters
  Score: Raw -195766.956743 + Penalty 2531.168756 = -193235.787987
  nChanged 18
		SP:Iteration 20F (159736.580000 sec): 3 clusters
  Score: Raw -195779.547473 + Penalty 2531.168756 = -193248.378717
  nChanged 27
		SP:Iteration 21Q (159736.780000 sec): 3 clusters
  Score: Raw -195792.389208 + Penalty 2531.168756 = -193261.220451
  nChanged 16
		SP:Iteration 22Q (159736.990000 sec): 3 clusters
  Score: Raw -195806.858996 + Penalty 2531.168756 = -193275.690239
  nChanged 18
		SP:Iteration 23Q (159737.180000 sec): 3 clusters
  Score: Raw -195815.324266 + Penalty 2531.168756 = -193284.155510
  nChanged 6
		SP:Iteration 24Q (159737.360000 sec): 3 clusters
  Score: Raw -195817.843372 + Penalty 2531.168756 = -193286.674615
  nChanged 8
		SP:Iteration 25Q (159737.580000 sec): 3 clusters
  Score: Raw -195820.559468 + Penalty 2531.168756 = -193289.390712
  nChanged 4
		SP:Iteration 26Q (159737.760000 sec): 3 clusters
  Score: Raw -195821.543492 + Penalty 2531.168756 = -193290.374736
  nChanged 3
		SP:Iteration 27Q (159737.950000 sec): 3 clusters
  Score: Raw -195822.376000 + Penalty 2531.168756 = -193291.207244
  nChanged 1
		SP:Iteration 28Q (159738.190000 sec): 3 clusters
  Score: Raw -195822.623437 + Penalty 2531.168756 = -193291.454680
  nChanged 1
		SP:Iteration 29Q (159738.330000 sec): 3 clusters
  Score: Raw -195822.850342 + Penalty 2531.168756 = -193291.681586
  nChanged 2
		SP:Iteration 30Q (159738.540000 sec): 3 clusters
  Score: Raw -195823.772272 + Penalty 2531.168756 = -193292.603516
  nChanged 1
		SP:Iteration 31Q (159738.700000 sec): 3 clusters
  Score: Raw -195825.254650 + Penalty 2531.168756 = -193294.085894
  nChanged 2
		SP:Iteration 32Q (159738.900000 sec): 3 clusters
  Score: Raw -195827.180486 + Penalty 2531.168756 = -193296.011730
  nChanged 7
		SP:Iteration 33Q (159739.150000 sec): 3 clusters
  Score: Raw -195829.782990 + Penalty 2531.168756 = -193298.614233
  nChanged 3
		SP:Iteration 34Q (159739.300000 sec): 3 clusters
  Score: Raw -195831.065942 + Penalty 2531.168756 = -193299.897185
  nChanged 0
		SP:Iteration 35F (159739.510000 sec): 3 clusters
  Score: Raw -195831.065942 + Penalty 2531.168756 = -193299.897185
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 34 (10111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159739.590000 sec): 2 clusters
  Score: Raw -810987.708896 + Penalty 1498.474123 = -809489.234773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159739.830000 sec): 3 clusters
  Score: Raw -805149.302397 + Penalty 2996.948246 = -802152.354151
  nChanged 4405
		SP:Iteration 1F (159740.030000 sec): 3 clusters
  Score: Raw -807629.954028 + Penalty 2996.948246 = -804633.005782
  nChanged 698
		SP:Iteration 2F (159740.290000 sec): 3 clusters
  Score: Raw -807987.878987 + Penalty 2996.948246 = -804990.930740
  nChanged 614
		SP:Iteration 3F (159740.480000 sec): 3 clusters
  Score: Raw -808286.770783 + Penalty 2996.948246 = -805289.822537
  nChanged 508
		SP:Iteration 4F (159740.710000 sec): 3 clusters
  Score: Raw -808567.849240 + Penalty 2996.948246 = -805570.900994
  nChanged 497
		SP:Iteration 5Q (159740.900000 sec): 3 clusters
  Score: Raw -808836.945468 + Penalty 2996.948246 = -805839.997222
  nChanged 453
		SP:Iteration 6Q (159741.160000 sec): 3 clusters
  Score: Raw -809107.723499 + Penalty 2996.948246 = -806110.775253
  nChanged 465
		SP:Iteration 7Q (159741.380000 sec): 3 clusters
  Score: Raw -809433.163592 + Penalty 2996.948246 = -806436.215345
  nChanged 448
		SP:Iteration 8Q (159741.610000 sec): 3 clusters
  Score: Raw -809735.296409 + Penalty 2996.948246 = -806738.348163
  nChanged 414
		SP:Iteration 9Q (159741.840000 sec): 3 clusters
  Score: Raw -809987.899361 + Penalty 2996.948246 = -806990.951115
  nChanged 367
		SP:Iteration 10Q (159742.050000 sec): 3 clusters
  Score: Raw -810168.158696 + Penalty 2996.948246 = -807171.210449
  nChanged 268
		SP:Iteration 11Q (159742.250000 sec): 3 clusters
  Score: Raw -810281.719980 + Penalty 2996.948246 = -807284.771733
  nChanged 235
		SP:Iteration 12Q (159742.470000 sec): 3 clusters
  Score: Raw -810368.415475 + Penalty 2996.948246 = -807371.467229
  nChanged 201
		SP:Iteration 13Q (159742.700000 sec): 3 clusters
  Score: Raw -810449.476299 + Penalty 2996.948246 = -807452.528053
  nChanged 179
		SP:Iteration 14Q (159742.930000 sec): 3 clusters
  Score: Raw -810521.167216 + Penalty 2996.948246 = -807524.218969
  nChanged 182
		SP:Iteration 15Q (159743.140000 sec): 3 clusters
  Score: Raw -810595.938056 + Penalty 2996.948246 = -807598.989810
  nChanged 184
		SP:Iteration 16Q (159743.360000 sec): 3 clusters
  Score: Raw -810672.362971 + Penalty 2996.948246 = -807675.414725
  nChanged 157
		SP:Iteration 17Q (159743.590000 sec): 3 clusters
  Score: Raw -810738.392051 + Penalty 2996.948246 = -807741.443804
  nChanged 159
		SP:Iteration 18Q (159743.890000 sec): 3 clusters
  Score: Raw -810809.442791 + Penalty 2996.948246 = -807812.494545
  nChanged 160
		SP:Iteration 19Q (159744.110000 sec): 3 clusters
  Score: Raw -810880.019263 + Penalty 2996.948246 = -807883.071016
  nChanged 160
		SP:Iteration 20F (159744.300000 sec): 3 clusters
  Score: Raw -810952.837762 + Penalty 2996.948246 = -807955.889516
  nChanged 155
		SP:Iteration 21Q (159744.540000 sec): 3 clusters
  Score: Raw -811019.945038 + Penalty 2996.948246 = -808022.996792
  nChanged 154
		SP:Iteration 22Q (159744.750000 sec): 3 clusters
  Score: Raw -811094.269308 + Penalty 2996.948246 = -808097.321062
  nChanged 155
		SP:Iteration 23Q (159745.010000 sec): 3 clusters
  Score: Raw -811160.621660 + Penalty 2996.948246 = -808163.673414
  nChanged 137
		SP:Iteration 24Q (159745.200000 sec): 3 clusters
  Score: Raw -811215.455762 + Penalty 2996.948246 = -808218.507516
  nChanged 123
		SP:Iteration 25Q (159745.400000 sec): 3 clusters
  Score: Raw -811256.209483 + Penalty 2996.948246 = -808259.261237
  nChanged 96
		SP:Iteration 26Q (159745.680000 sec): 3 clusters
  Score: Raw -811284.227946 + Penalty 2996.948246 = -808287.279700
  nChanged 86
		SP:Iteration 27Q (159745.890000 sec): 3 clusters
  Score: Raw -811315.315356 + Penalty 2996.948246 = -808318.367110
  nChanged 87
		SP:Iteration 28Q (159746.090000 sec): 3 clusters
  Score: Raw -811339.342637 + Penalty 2996.948246 = -808342.394391
  nChanged 65
		SP:Iteration 29Q (159746.310000 sec): 3 clusters
  Score: Raw -811355.065350 + Penalty 2996.948246 = -808358.117104
  nChanged 61
		SP:Iteration 30Q (159746.500000 sec): 3 clusters
  Score: Raw -811368.287834 + Penalty 2996.948246 = -808371.339588
  nChanged 46
		SP:Iteration 31Q (159746.710000 sec): 3 clusters
  Score: Raw -811378.553810 + Penalty 2996.948246 = -808381.605564
  nChanged 38
		SP:Iteration 32Q (159746.940000 sec): 3 clusters
  Score: Raw -811386.372659 + Penalty 2996.948246 = -808389.424413
  nChanged 38
		SP:Iteration 33Q (159747.170000 sec): 3 clusters
  Score: Raw -811393.838403 + Penalty 2996.948246 = -808396.890156
  nChanged 35
		SP:Iteration 34Q (159747.380000 sec): 3 clusters
  Score: Raw -811400.369432 + Penalty 2996.948246 = -808403.421186
  nChanged 33
		SP:Iteration 35Q (159747.580000 sec): 3 clusters
  Score: Raw -811406.220031 + Penalty 2996.948246 = -808409.271785
  nChanged 36
		SP:Iteration 36Q (159747.800000 sec): 3 clusters
  Score: Raw -811413.792151 + Penalty 2996.948246 = -808416.843905
  nChanged 39
		SP:Iteration 37Q (159748.020000 sec): 3 clusters
  Score: Raw -811422.660053 + Penalty 2996.948246 = -808425.711807
  nChanged 42
		SP:Iteration 38Q (159748.230000 sec): 3 clusters
  Score: Raw -811432.787580 + Penalty 2996.948246 = -808435.839334
  nChanged 39
		SP:Iteration 39Q (159748.490000 sec): 3 clusters
  Score: Raw -811439.647670 + Penalty 2996.948246 = -808442.699424
  nChanged 45
		SP:Iteration 40F (159748.710000 sec): 3 clusters
  Score: Raw -811449.000642 + Penalty 2996.948246 = -808452.052396
  nChanged 44
		SP:Iteration 41Q (159748.940000 sec): 3 clusters
  Score: Raw -811457.226944 + Penalty 2996.948246 = -808460.278698
  nChanged 37
		SP:Iteration 42Q (159749.190000 sec): 3 clusters
  Score: Raw -811464.205450 + Penalty 2996.948246 = -808467.257203
  nChanged 37
		SP:Iteration 43Q (159749.410000 sec): 3 clusters
  Score: Raw -811472.129551 + Penalty 2996.948246 = -808475.181305
  nChanged 42
		SP:Iteration 44Q (159749.680000 sec): 3 clusters
  Score: Raw -811481.125623 + Penalty 2996.948246 = -808484.177377
  nChanged 32
		SP:Iteration 45Q (159749.860000 sec): 3 clusters
  Score: Raw -811488.325686 + Penalty 2996.948246 = -808491.377440
  nChanged 37
		SP:Iteration 46Q (159750.090000 sec): 3 clusters
  Score: Raw -811495.454611 + Penalty 2996.948246 = -808498.506364
  nChanged 36
		SP:Iteration 47Q (159750.300000 sec): 3 clusters
  Score: Raw -811501.578771 + Penalty 2996.948246 = -808504.630525
  nChanged 30
		SP:Iteration 48Q (159750.520000 sec): 3 clusters
  Score: Raw -811506.865044 + Penalty 2996.948246 = -808509.916798
  nChanged 22
		SP:Iteration 49Q (159750.760000 sec): 3 clusters
  Score: Raw -811510.531345 + Penalty 2996.948246 = -808513.583099
  nChanged 20
		SP:Iteration 50Q (159750.950000 sec): 3 clusters
  Score: Raw -811513.229065 + Penalty 2996.948246 = -808516.280819
  nChanged 19
		SP:Iteration 51Q (159751.190000 sec): 3 clusters
  Score: Raw -811516.170044 + Penalty 2996.948246 = -808519.221797
  nChanged 17
		SP:Iteration 52Q (159751.370000 sec): 3 clusters
  Score: Raw -811518.448024 + Penalty 2996.948246 = -808521.499777
  nChanged 15
		SP:Iteration 53Q (159751.580000 sec): 3 clusters
  Score: Raw -811520.499751 + Penalty 2996.948246 = -808523.551505
  nChanged 21
		SP:Iteration 54Q (159751.770000 sec): 3 clusters
  Score: Raw -811524.584581 + Penalty 2996.948246 = -808527.636335
  nChanged 20
		SP:Iteration 55Q (159752.060000 sec): 3 clusters
  Score: Raw -811527.828111 + Penalty 2996.948246 = -808530.879865
  nChanged 20
		SP:Iteration 56Q (159752.310000 sec): 3 clusters
  Score: Raw -811531.180920 + Penalty 2996.948246 = -808534.232674
  nChanged 21
		SP:Iteration 57Q (159752.570000 sec): 3 clusters
  Score: Raw -811534.418569 + Penalty 2996.948246 = -808537.470322
  nChanged 19
		SP:Iteration 58Q (159752.770000 sec): 3 clusters
  Score: Raw -811537.428771 + Penalty 2996.948246 = -808540.480525
  nChanged 17
		SP:Iteration 59Q (159752.980000 sec): 3 clusters
  Score: Raw -811539.829010 + Penalty 2996.948246 = -808542.880764
  nChanged 17
		SP:Iteration 60F (159753.200000 sec): 3 clusters
  Score: Raw -811541.721775 + Penalty 2996.948246 = -808544.773529
  nChanged 13
		SP:Iteration 61Q (159753.430000 sec): 3 clusters
  Score: Raw -811543.513725 + Penalty 2996.948246 = -808546.565479
  nChanged 16
		SP:Iteration 62Q (159753.650000 sec): 3 clusters
  Score: Raw -811545.922725 + Penalty 2996.948246 = -808548.974479
  nChanged 16
		SP:Iteration 63Q (159753.890000 sec): 3 clusters
  Score: Raw -811548.112755 + Penalty 2996.948246 = -808551.164509
  nChanged 15
		SP:Iteration 64Q (159754.110000 sec): 3 clusters
  Score: Raw -811550.213858 + Penalty 2996.948246 = -808553.265612
  nChanged 5
		SP:Iteration 65Q (159754.290000 sec): 3 clusters
  Score: Raw -811551.267408 + Penalty 2996.948246 = -808554.319162
  nChanged 6
		SP:Iteration 66Q (159754.490000 sec): 3 clusters
  Score: Raw -811552.310086 + Penalty 2996.948246 = -808555.361839
  nChanged 4
		SP:Iteration 67Q (159754.770000 sec): 3 clusters
  Score: Raw -811552.688828 + Penalty 2996.948246 = -808555.740582
  nChanged 3
		SP:Iteration 68Q (159754.970000 sec): 3 clusters
  Score: Raw -811552.941077 + Penalty 2996.948246 = -808555.992831
  nChanged 4
		SP:Iteration 69Q (159755.150000 sec): 3 clusters
  Score: Raw -811553.237368 + Penalty 2996.948246 = -808556.289122
  nChanged 5
		SP:Iteration 70Q (159755.370000 sec): 3 clusters
  Score: Raw -811553.877902 + Penalty 2996.948246 = -808556.929656
  nChanged 4
		SP:Iteration 71Q (159755.620000 sec): 3 clusters
  Score: Raw -811554.167457 + Penalty 2996.948246 = -808557.219211
  nChanged 7
		SP:Iteration 72Q (159755.830000 sec): 3 clusters
  Score: Raw -811554.874232 + Penalty 2996.948246 = -808557.925986
  nChanged 2
		SP:Iteration 73Q (159756.070000 sec): 3 clusters
  Score: Raw -811555.044179 + Penalty 2996.948246 = -808558.095933
  nChanged 1
		SP:Iteration 74Q (159756.270000 sec): 3 clusters
  Score: Raw -811555.186411 + Penalty 2996.948246 = -808558.238165
  nChanged 3
		SP:Iteration 75Q (159756.460000 sec): 3 clusters
  Score: Raw -811555.443514 + Penalty 2996.948246 = -808558.495268
  nChanged 3
		SP:Iteration 76Q (159756.680000 sec): 3 clusters
  Score: Raw -811555.770613 + Penalty 2996.948246 = -808558.822367
  nChanged 4
		SP:Iteration 77Q (159756.910000 sec): 3 clusters
  Score: Raw -811556.298252 + Penalty 2996.948246 = -808559.350006
  nChanged 3
		SP:Iteration 78Q (159757.080000 sec): 3 clusters
  Score: Raw -811556.672054 + Penalty 2996.948246 = -808559.723807
  nChanged 6
		SP:Iteration 79Q (159757.270000 sec): 3 clusters
  Score: Raw -811557.241003 + Penalty 2996.948246 = -808560.292757
  nChanged 3
		SP:Iteration 80F (159757.490000 sec): 3 clusters
  Score: Raw -811557.735834 + Penalty 2996.948246 = -808560.787588
  nChanged 2
		SP:Iteration 81Q (159757.770000 sec): 3 clusters
  Score: Raw -811557.880800 + Penalty 2996.948246 = -808560.932554
  nChanged 0
		SP:Iteration 82F (159758.000000 sec): 3 clusters
  Score: Raw -811557.880800 + Penalty 2996.948246 = -808560.932554
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 35 (22700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159758.190000 sec): 2 clusters
  Score: Raw -1876324.562065 + Penalty 1629.894533 = -1874694.667532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159758.510000 sec): 3 clusters
  Score: Raw -1862518.673556 + Penalty 3259.789066 = -1859258.884490
  nChanged 10339
		SP:Iteration 1F (159758.790000 sec): 3 clusters
  Score: Raw -1868191.690737 + Penalty 3259.789066 = -1864931.901671
  nChanged 1033
		SP:Iteration 2Q (159759.090000 sec): 3 clusters
  Score: Raw -1868560.588580 + Penalty 3259.789066 = -1865300.799514
  nChanged 1041
		SP:Iteration 3Q (159759.370000 sec): 3 clusters
  Score: Raw -1868975.013255 + Penalty 3259.789066 = -1865715.224188
  nChanged 1096
		SP:Iteration 4Q (159759.650000 sec): 3 clusters
  Score: Raw -1869523.941956 + Penalty 3259.789066 = -1866264.152890
  nChanged 1218
		SP:Iteration 5F (159759.930000 sec): 3 clusters
  Score: Raw -1870248.571143 + Penalty 3259.789066 = -1866988.782077
  nChanged 1356
		SP:Iteration 6F (159760.180000 sec): 3 clusters
  Score: Raw -1871200.622014 + Penalty 3259.789066 = -1867940.832948
  nChanged 1515
		SP:Iteration 7F (159760.440000 sec): 3 clusters
  Score: Raw -1872373.493817 + Penalty 3259.789066 = -1869113.704751
  nChanged 1590
		SP:Iteration 8F (159760.740000 sec): 3 clusters
  Score: Raw -1873701.513224 + Penalty 3259.789066 = -1870441.724158
  nChanged 1339
		SP:Iteration 9F (159760.990000 sec): 3 clusters
  Score: Raw -1874903.092727 + Penalty 3259.789066 = -1871643.303661
  nChanged 887
		SP:Iteration 10Q (159761.310000 sec): 3 clusters
  Score: Raw -1875709.506669 + Penalty 3259.789066 = -1872449.717603
  nChanged 520
		SP:Iteration 11Q (159761.580000 sec): 3 clusters
  Score: Raw -1876183.084565 + Penalty 3259.789066 = -1872923.295499
  nChanged 228
		SP:Iteration 12Q (159761.860000 sec): 3 clusters
  Score: Raw -1876370.836085 + Penalty 3259.789066 = -1873111.047019
  nChanged 116
		SP:Iteration 13Q (159762.100000 sec): 3 clusters
  Score: Raw -1876455.244677 + Penalty 3259.789066 = -1873195.455611
  nChanged 60
		SP:Iteration 14Q (159762.370000 sec): 3 clusters
  Score: Raw -1876499.827199 + Penalty 3259.789066 = -1873240.038133
  nChanged 36
		SP:Iteration 15Q (159762.670000 sec): 3 clusters
  Score: Raw -1876533.468872 + Penalty 3259.789066 = -1873273.679806
  nChanged 20
		SP:Iteration 16Q (159762.910000 sec): 3 clusters
  Score: Raw -1876553.073834 + Penalty 3259.789066 = -1873293.284768
  nChanged 21
		SP:Iteration 17Q (159763.160000 sec): 3 clusters
  Score: Raw -1876569.002060 + Penalty 3259.789066 = -1873309.212994
  nChanged 11
		SP:Iteration 18Q (159763.430000 sec): 3 clusters
  Score: Raw -1876577.006158 + Penalty 3259.789066 = -1873317.217092
  nChanged 7
		SP:Iteration 19Q (159763.690000 sec): 3 clusters
  Score: Raw -1876583.530418 + Penalty 3259.789066 = -1873323.741352
  nChanged 4
		SP:Iteration 20F (159763.960000 sec): 3 clusters
  Score: Raw -1876588.879295 + Penalty 3259.789066 = -1873329.090229
  nChanged 7
		SP:Iteration 21Q (159764.240000 sec): 3 clusters
  Score: Raw -1876595.626460 + Penalty 3259.789066 = -1873335.837394
  nChanged 6
		SP:Iteration 22Q (159764.500000 sec): 3 clusters
  Score: Raw -1876599.670575 + Penalty 3259.789066 = -1873339.881509
  nChanged 4
		SP:Iteration 23Q (159764.750000 sec): 3 clusters
  Score: Raw -1876603.093683 + Penalty 3259.789066 = -1873343.304616
  nChanged 2
		SP:Iteration 24Q (159765.060000 sec): 3 clusters
  Score: Raw -1876604.180156 + Penalty 3259.789066 = -1873344.391090
  nChanged 1
		SP:Iteration 25Q (159765.320000 sec): 3 clusters
  Score: Raw -1876604.830303 + Penalty 3259.789066 = -1873345.041237
  nChanged 1
		SP:Iteration 26Q (159765.580000 sec): 3 clusters
  Score: Raw -1876606.311281 + Penalty 3259.789066 = -1873346.522215
  nChanged 2
		SP:Iteration 27Q (159765.870000 sec): 3 clusters
  Score: Raw -1876608.025852 + Penalty 3259.789066 = -1873348.236786
  nChanged 0
		SP:Iteration 28F (159766.150000 sec): 3 clusters
  Score: Raw -1876608.025852 + Penalty 3259.789066 = -1873348.236786
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 36 (22141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159766.360000 sec): 2 clusters
  Score: Raw -1890741.393351 + Penalty 1625.842786 = -1889115.550566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159766.700000 sec): 3 clusters
  Score: Raw -1877410.905892 + Penalty 3251.685571 = -1874159.220321
  nChanged 9993
		SP:Iteration 1F (159766.970000 sec): 3 clusters
  Score: Raw -1882715.960352 + Penalty 3251.685571 = -1879464.274781
  nChanged 979
		SP:Iteration 2Q (159767.250000 sec): 3 clusters
  Score: Raw -1883022.995404 + Penalty 3251.685571 = -1879771.309833
  nChanged 923
		SP:Iteration 3Q (159767.520000 sec): 3 clusters
  Score: Raw -1883328.430826 + Penalty 3251.685571 = -1880076.745255
  nChanged 953
		SP:Iteration 4Q (159767.830000 sec): 3 clusters
  Score: Raw -1883736.087966 + Penalty 3251.685571 = -1880484.402395
  nChanged 1097
		SP:Iteration 5Q (159768.110000 sec): 3 clusters
  Score: Raw -1884274.224644 + Penalty 3251.685571 = -1881022.539073
  nChanged 1277
		SP:Iteration 6F (159768.390000 sec): 3 clusters
  Score: Raw -1884986.576772 + Penalty 3251.685571 = -1881734.891201
  nChanged 1428
		SP:Iteration 7F (159768.640000 sec): 3 clusters
  Score: Raw -1885862.459257 + Penalty 3251.685571 = -1882610.773686
  nChanged 1447
		SP:Iteration 8F (159768.970000 sec): 3 clusters
  Score: Raw -1886845.664030 + Penalty 3251.685571 = -1883593.978459
  nChanged 1348
		SP:Iteration 9F (159769.280000 sec): 3 clusters
  Score: Raw -1887864.477820 + Penalty 3251.685571 = -1884612.792249
  nChanged 1056
		SP:Iteration 10Q (159769.540000 sec): 3 clusters
  Score: Raw -1888644.971986 + Penalty 3251.685571 = -1885393.286415
  nChanged 730
		SP:Iteration 11Q (159769.830000 sec): 3 clusters
  Score: Raw -1889214.994492 + Penalty 3251.685571 = -1885963.308921
  nChanged 524
		SP:Iteration 12Q (159770.160000 sec): 3 clusters
  Score: Raw -1889590.113420 + Penalty 3251.685571 = -1886338.427849
  nChanged 402
		SP:Iteration 13Q (159770.430000 sec): 3 clusters
  Score: Raw -1889936.810127 + Penalty 3251.685571 = -1886685.124556
  nChanged 304
		SP:Iteration 14Q (159770.690000 sec): 3 clusters
  Score: Raw -1890336.439411 + Penalty 3251.685571 = -1887084.753840
  nChanged 231
		SP:Iteration 15Q (159770.970000 sec): 3 clusters
  Score: Raw -1890657.738327 + Penalty 3251.685571 = -1887406.052756
  nChanged 195
		SP:Iteration 16Q (159771.270000 sec): 3 clusters
  Score: Raw -1890781.892194 + Penalty 3251.685571 = -1887530.206623
  nChanged 146
		SP:Iteration 17Q (159771.500000 sec): 3 clusters
  Score: Raw -1890837.130911 + Penalty 3251.685571 = -1887585.445340
  nChanged 111
		SP:Iteration 18Q (159771.770000 sec): 3 clusters
  Score: Raw -1890873.768588 + Penalty 3251.685571 = -1887622.083017
  nChanged 101
		SP:Iteration 19Q (159772.050000 sec): 3 clusters
  Score: Raw -1890898.984152 + Penalty 3251.685571 = -1887647.298581
  nChanged 80
		SP:Iteration 20F (159772.360000 sec): 3 clusters
  Score: Raw -1890917.473857 + Penalty 3251.685571 = -1887665.788286
  nChanged 76
		SP:Iteration 21Q (159772.650000 sec): 3 clusters
  Score: Raw -1890935.970025 + Penalty 3251.685571 = -1887684.284454
  nChanged 78
		SP:Iteration 22Q (159772.890000 sec): 3 clusters
  Score: Raw -1890957.395880 + Penalty 3251.685571 = -1887705.710309
  nChanged 71
		SP:Iteration 23Q (159773.150000 sec): 3 clusters
  Score: Raw -1890974.407312 + Penalty 3251.685571 = -1887722.721741
  nChanged 63
		SP:Iteration 24Q (159773.420000 sec): 3 clusters
  Score: Raw -1890987.847660 + Penalty 3251.685571 = -1887736.162089
  nChanged 51
		SP:Iteration 25Q (159773.710000 sec): 3 clusters
  Score: Raw -1890996.032520 + Penalty 3251.685571 = -1887744.346949
  nChanged 29
		SP:Iteration 26Q (159773.960000 sec): 3 clusters
  Score: Raw -1891000.672015 + Penalty 3251.685571 = -1887748.986444
  nChanged 29
		SP:Iteration 27Q (159774.230000 sec): 3 clusters
  Score: Raw -1891004.237519 + Penalty 3251.685571 = -1887752.551948
  nChanged 27
		SP:Iteration 28Q (159774.460000 sec): 3 clusters
  Score: Raw -1891007.475987 + Penalty 3251.685571 = -1887755.790416
  nChanged 22
		SP:Iteration 29Q (159774.740000 sec): 3 clusters
  Score: Raw -1891010.341724 + Penalty 3251.685571 = -1887758.656153
  nChanged 18
		SP:Iteration 30Q (159775.030000 sec): 3 clusters
  Score: Raw -1891012.965783 + Penalty 3251.685571 = -1887761.280212
  nChanged 18
		SP:Iteration 31Q (159775.320000 sec): 3 clusters
  Score: Raw -1891015.187613 + Penalty 3251.685571 = -1887763.502042
  nChanged 16
		SP:Iteration 32Q (159775.590000 sec): 3 clusters
  Score: Raw -1891017.214872 + Penalty 3251.685571 = -1887765.529301
  nChanged 11
		SP:Iteration 33Q (159775.850000 sec): 3 clusters
  Score: Raw -1891018.156356 + Penalty 3251.685571 = -1887766.470785
  nChanged 10
		SP:Iteration 34Q (159776.140000 sec): 3 clusters
  Score: Raw -1891019.954663 + Penalty 3251.685571 = -1887768.269092
  nChanged 17
		SP:Iteration 35Q (159776.410000 sec): 3 clusters
  Score: Raw -1891022.570817 + Penalty 3251.685571 = -1887770.885246
  nChanged 8
		SP:Iteration 36Q (159776.680000 sec): 3 clusters
  Score: Raw -1891023.566526 + Penalty 3251.685571 = -1887771.880955
  nChanged 12
		SP:Iteration 37Q (159776.980000 sec): 3 clusters
  Score: Raw -1891025.520614 + Penalty 3251.685571 = -1887773.835043
  nChanged 17
		SP:Iteration 38Q (159777.280000 sec): 3 clusters
  Score: Raw -1891027.507833 + Penalty 3251.685571 = -1887775.822262
  nChanged 10
		SP:Iteration 39Q (159777.580000 sec): 3 clusters
  Score: Raw -1891028.378176 + Penalty 3251.685571 = -1887776.692605
  nChanged 12
		SP:Iteration 40F (159777.850000 sec): 3 clusters
  Score: Raw -1891030.107139 + Penalty 3251.685571 = -1887778.421568
  nChanged 16
		SP:Iteration 41Q (159778.140000 sec): 3 clusters
  Score: Raw -1891032.064307 + Penalty 3251.685571 = -1887780.378736
  nChanged 12
		SP:Iteration 42Q (159778.450000 sec): 3 clusters
  Score: Raw -1891033.245627 + Penalty 3251.685571 = -1887781.560056
  nChanged 8
		SP:Iteration 43Q (159778.700000 sec): 3 clusters
  Score: Raw -1891034.255399 + Penalty 3251.685571 = -1887782.569828
  nChanged 13
		SP:Iteration 44Q (159778.980000 sec): 3 clusters
  Score: Raw -1891035.808867 + Penalty 3251.685571 = -1887784.123296
  nChanged 9
		SP:Iteration 45Q (159779.330000 sec): 3 clusters
  Score: Raw -1891037.103385 + Penalty 3251.685571 = -1887785.417814
  nChanged 11
		SP:Iteration 46Q (159779.560000 sec): 3 clusters
  Score: Raw -1891038.768827 + Penalty 3251.685571 = -1887787.083256
  nChanged 11
		SP:Iteration 47Q (159779.840000 sec): 3 clusters
  Score: Raw -1891041.257891 + Penalty 3251.685571 = -1887789.572320
  nChanged 18
		SP:Iteration 48Q (159780.140000 sec): 3 clusters
  Score: Raw -1891044.168723 + Penalty 3251.685571 = -1887792.483152
  nChanged 13
		SP:Iteration 49Q (159780.420000 sec): 3 clusters
  Score: Raw -1891045.909381 + Penalty 3251.685571 = -1887794.223810
  nChanged 9
		SP:Iteration 50Q (159780.650000 sec): 3 clusters
  Score: Raw -1891047.531823 + Penalty 3251.685571 = -1887795.846252
  nChanged 9
		SP:Iteration 51Q (159780.950000 sec): 3 clusters
  Score: Raw -1891048.971553 + Penalty 3251.685571 = -1887797.285982
  nChanged 14
		SP:Iteration 52Q (159781.260000 sec): 3 clusters
  Score: Raw -1891050.552809 + Penalty 3251.685571 = -1887798.867238
  nChanged 14
		SP:Iteration 53Q (159781.520000 sec): 3 clusters
  Score: Raw -1891052.863452 + Penalty 3251.685571 = -1887801.177881
  nChanged 13
		SP:Iteration 54Q (159781.820000 sec): 3 clusters
  Score: Raw -1891054.542161 + Penalty 3251.685571 = -1887802.856590
  nChanged 12
		SP:Iteration 55Q (159782.070000 sec): 3 clusters
  Score: Raw -1891056.307006 + Penalty 3251.685571 = -1887804.621435
  nChanged 11
		SP:Iteration 56Q (159782.340000 sec): 3 clusters
  Score: Raw -1891058.107975 + Penalty 3251.685571 = -1887806.422404
  nChanged 15
		SP:Iteration 57Q (159782.650000 sec): 3 clusters
  Score: Raw -1891061.160570 + Penalty 3251.685571 = -1887809.474999
  nChanged 20
		SP:Iteration 58Q (159782.920000 sec): 3 clusters
  Score: Raw -1891064.427244 + Penalty 3251.685571 = -1887812.741673
  nChanged 16
		SP:Iteration 59Q (159783.170000 sec): 3 clusters
  Score: Raw -1891066.504069 + Penalty 3251.685571 = -1887814.818498
  nChanged 18
		SP:Iteration 60F (159783.410000 sec): 3 clusters
  Score: Raw -1891069.103027 + Penalty 3251.685571 = -1887817.417456
  nChanged 16
		SP:Iteration 61Q (159783.730000 sec): 3 clusters
  Score: Raw -1891071.657013 + Penalty 3251.685571 = -1887819.971442
  nChanged 16
		SP:Iteration 62Q (159783.970000 sec): 3 clusters
  Score: Raw -1891073.443155 + Penalty 3251.685571 = -1887821.757584
  nChanged 11
		SP:Iteration 63Q (159784.250000 sec): 3 clusters
  Score: Raw -1891075.146566 + Penalty 3251.685571 = -1887823.460995
  nChanged 15
		SP:Iteration 64Q (159784.540000 sec): 3 clusters
  Score: Raw -1891077.836635 + Penalty 3251.685571 = -1887826.151064
  nChanged 17
		SP:Iteration 65Q (159784.780000 sec): 3 clusters
  Score: Raw -1891080.094096 + Penalty 3251.685571 = -1887828.408525
  nChanged 8
		SP:Iteration 66Q (159785.050000 sec): 3 clusters
  Score: Raw -1891081.017405 + Penalty 3251.685571 = -1887829.331834
  nChanged 3
		SP:Iteration 67Q (159785.300000 sec): 3 clusters
  Score: Raw -1891081.380985 + Penalty 3251.685571 = -1887829.695414
  nChanged 5
		SP:Iteration 68Q (159785.550000 sec): 3 clusters
  Score: Raw -1891081.940581 + Penalty 3251.685571 = -1887830.255010
  nChanged 1
		SP:Iteration 69Q (159785.780000 sec): 3 clusters
  Score: Raw -1891082.158076 + Penalty 3251.685571 = -1887830.472505
  nChanged 3
		SP:Iteration 70Q (159786.050000 sec): 3 clusters
  Score: Raw -1891082.677087 + Penalty 3251.685571 = -1887830.991516
  nChanged 6
		SP:Iteration 71Q (159786.320000 sec): 3 clusters
  Score: Raw -1891083.386593 + Penalty 3251.685571 = -1887831.701022
  nChanged 3
		SP:Iteration 72Q (159786.580000 sec): 3 clusters
  Score: Raw -1891084.139435 + Penalty 3251.685571 = -1887832.453864
  nChanged 5
		SP:Iteration 73Q (159786.840000 sec): 3 clusters
  Score: Raw -1891085.237583 + Penalty 3251.685571 = -1887833.552012
  nChanged 5
		SP:Iteration 74Q (159787.090000 sec): 3 clusters
  Score: Raw -1891085.942973 + Penalty 3251.685571 = -1887834.257402
  nChanged 8
		SP:Iteration 75Q (159787.330000 sec): 3 clusters
  Score: Raw -1891086.817992 + Penalty 3251.685571 = -1887835.132421
  nChanged 8
		SP:Iteration 76Q (159787.580000 sec): 3 clusters
  Score: Raw -1891087.854985 + Penalty 3251.685571 = -1887836.169414
  nChanged 6
		SP:Iteration 77Q (159787.900000 sec): 3 clusters
  Score: Raw -1891088.434048 + Penalty 3251.685571 = -1887836.748477
  nChanged 4
		SP:Iteration 78Q (159788.140000 sec): 3 clusters
  Score: Raw -1891088.755085 + Penalty 3251.685571 = -1887837.069514
  nChanged 4
		SP:Iteration 79Q (159788.340000 sec): 3 clusters
  Score: Raw -1891089.055161 + Penalty 3251.685571 = -1887837.369590
  nChanged 2
		SP:Iteration 80F (159788.620000 sec): 3 clusters
  Score: Raw -1891089.313625 + Penalty 3251.685571 = -1887837.628053
  nChanged 1
		SP:Iteration 81Q (159788.890000 sec): 3 clusters
  Score: Raw -1891089.403952 + Penalty 3251.685571 = -1887837.718381
  nChanged 1
		SP:Iteration 82Q (159789.140000 sec): 3 clusters
  Score: Raw -1891089.456292 + Penalty 3251.685571 = -1887837.770721
  nChanged 0
		SP:Iteration 83F (159789.350000 sec): 3 clusters
  Score: Raw -1891089.456292 + Penalty 3251.685571 = -1887837.770721
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 37 (3048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159789.520000 sec): 2 clusters
  Score: Raw -251089.168530 + Penalty 1303.614149 = -249785.554381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159789.680000 sec): 3 clusters
  Score: Raw -249615.878622 + Penalty 2607.228298 = -247008.650324
  nChanged 1143
		SP:Iteration 1F (159789.840000 sec): 3 clusters
  Score: Raw -250439.816524 + Penalty 2607.228298 = -247832.588226
  nChanged 282
		SP:Iteration 2F (159790.080000 sec): 3 clusters
  Score: Raw -250658.229072 + Penalty 2607.228298 = -248051.000774
  nChanged 179
		SP:Iteration 3F (159790.220000 sec): 3 clusters
  Score: Raw -250786.819340 + Penalty 2607.228298 = -248179.591042
  nChanged 129
		SP:Iteration 4Q (159790.400000 sec): 3 clusters
  Score: Raw -250855.698060 + Penalty 2607.228298 = -248248.469762
  nChanged 101
		SP:Iteration 5Q (159790.600000 sec): 3 clusters
  Score: Raw -250914.537726 + Penalty 2607.228298 = -248307.309428
  nChanged 89
		SP:Iteration 6Q (159790.780000 sec): 3 clusters
  Score: Raw -250964.884589 + Penalty 2607.228298 = -248357.656291
  nChanged 85
		SP:Iteration 7Q (159790.950000 sec): 3 clusters
  Score: Raw -251017.248854 + Penalty 2607.228298 = -248410.020556
  nChanged 93
		SP:Iteration 8Q (159791.120000 sec): 3 clusters
  Score: Raw -251076.335250 + Penalty 2607.228298 = -248469.106952
  nChanged 85
		SP:Iteration 9Q (159791.320000 sec): 3 clusters
  Score: Raw -251126.788666 + Penalty 2607.228298 = -248519.560368
  nChanged 77
		SP:Iteration 10Q (159791.500000 sec): 3 clusters
  Score: Raw -251172.721447 + Penalty 2607.228298 = -248565.493149
  nChanged 66
		SP:Iteration 11Q (159791.630000 sec): 3 clusters
  Score: Raw -251218.396632 + Penalty 2607.228298 = -248611.168334
  nChanged 57
		SP:Iteration 12Q (159791.870000 sec): 3 clusters
  Score: Raw -251257.052974 + Penalty 2607.228298 = -248649.824676
  nChanged 61
		SP:Iteration 13Q (159792.080000 sec): 3 clusters
  Score: Raw -251297.078891 + Penalty 2607.228298 = -248689.850593
  nChanged 54
		SP:Iteration 14Q (159792.260000 sec): 3 clusters
  Score: Raw -251329.061209 + Penalty 2607.228298 = -248721.832911
  nChanged 48
		SP:Iteration 15Q (159792.400000 sec): 3 clusters
  Score: Raw -251356.255022 + Penalty 2607.228298 = -248749.026724
  nChanged 38
		SP:Iteration 16Q (159792.610000 sec): 3 clusters
  Score: Raw -251375.353678 + Penalty 2607.228298 = -248768.125380
  nChanged 33
		SP:Iteration 17Q (159792.820000 sec): 3 clusters
  Score: Raw -251393.520467 + Penalty 2607.228298 = -248786.292169
  nChanged 33
		SP:Iteration 18Q (159793.000000 sec): 3 clusters
  Score: Raw -251410.151466 + Penalty 2607.228298 = -248802.923169
  nChanged 26
		SP:Iteration 19Q (159793.220000 sec): 3 clusters
  Score: Raw -251423.907707 + Penalty 2607.228298 = -248816.679409
  nChanged 21
		SP:Iteration 20F (159793.370000 sec): 3 clusters
  Score: Raw -251433.691540 + Penalty 2607.228298 = -248826.463242
  nChanged 22
		SP:Iteration 21Q (159793.540000 sec): 3 clusters
  Score: Raw -251444.079704 + Penalty 2607.228298 = -248836.851406
  nChanged 20
		SP:Iteration 22Q (159793.740000 sec): 3 clusters
  Score: Raw -251453.420129 + Penalty 2607.228298 = -248846.191832
  nChanged 13
		SP:Iteration 23Q (159793.950000 sec): 3 clusters
  Score: Raw -251458.557138 + Penalty 2607.228298 = -248851.328840
  nChanged 9
		SP:Iteration 24Q (159794.120000 sec): 3 clusters
  Score: Raw -251462.423898 + Penalty 2607.228298 = -248855.195600
  nChanged 10
		SP:Iteration 25Q (159794.330000 sec): 3 clusters
  Score: Raw -251466.745382 + Penalty 2607.228298 = -248859.517084
  nChanged 12
		SP:Iteration 26Q (159794.510000 sec): 3 clusters
  Score: Raw -251470.719733 + Penalty 2607.228298 = -248863.491435
  nChanged 8
		SP:Iteration 27Q (159794.750000 sec): 3 clusters
  Score: Raw -251473.480768 + Penalty 2607.228298 = -248866.252470
  nChanged 7
		SP:Iteration 28Q (159794.950000 sec): 3 clusters
  Score: Raw -251477.135749 + Penalty 2607.228298 = -248869.907451
  nChanged 6
		SP:Iteration 29Q (159795.160000 sec): 3 clusters
  Score: Raw -251480.192941 + Penalty 2607.228298 = -248872.964643
  nChanged 6
		SP:Iteration 30Q (159795.320000 sec): 3 clusters
  Score: Raw -251482.628702 + Penalty 2607.228298 = -248875.400404
  nChanged 5
		SP:Iteration 31Q (159795.520000 sec): 3 clusters
  Score: Raw -251484.092537 + Penalty 2607.228298 = -248876.864239
  nChanged 2
		SP:Iteration 32Q (159795.700000 sec): 3 clusters
  Score: Raw -251484.506985 + Penalty 2607.228298 = -248877.278687
  nChanged 1
		SP:Iteration 33Q (159795.880000 sec): 3 clusters
  Score: Raw -251485.056070 + Penalty 2607.228298 = -248877.827772
  nChanged 1
		SP:Iteration 34Q (159796.100000 sec): 3 clusters
  Score: Raw -251485.499536 + Penalty 2607.228298 = -248878.271238
  nChanged 1
		SP:Iteration 35Q (159796.260000 sec): 3 clusters
  Score: Raw -251485.760011 + Penalty 2607.228298 = -248878.531713
  nChanged 1
		SP:Iteration 36Q (159796.470000 sec): 3 clusters
  Score: Raw -251486.153016 + Penalty 2607.228298 = -248878.924718
  nChanged 0
		SP:Iteration 37F (159796.680000 sec): 3 clusters
  Score: Raw -251486.153016 + Penalty 2607.228298 = -248878.924718
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 38 (44794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159797.000000 sec): 2 clusters
  Score: Raw -4233908.574122 + Penalty 1740.347291 = -4232168.226831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159797.380000 sec): 3 clusters
  Score: Raw -4205817.871779 + Penalty 3480.694581 = -4202337.177197
  nChanged 20820
		SP:Iteration 1F (159797.730000 sec): 3 clusters
  Score: Raw -4217227.133066 + Penalty 3480.694581 = -4213746.438484
  nChanged 1421
		SP:Iteration 2Q (159798.160000 sec): 3 clusters
  Score: Raw -4217557.078963 + Penalty 3480.694581 = -4214076.384382
  nChanged 1437
		SP:Iteration 3Q (159798.570000 sec): 3 clusters
  Score: Raw -4217921.743875 + Penalty 3480.694581 = -4214441.049294
  nChanged 1525
		SP:Iteration 4Q (159798.950000 sec): 3 clusters
  Score: Raw -4218384.307785 + Penalty 3480.694581 = -4214903.613204
  nChanged 1768
		SP:Iteration 5Q (159799.330000 sec): 3 clusters
  Score: Raw -4219085.819583 + Penalty 3480.694581 = -4215605.125002
  nChanged 2288
		SP:Iteration 6F (159799.700000 sec): 3 clusters
  Score: Raw -4220257.158184 + Penalty 3480.694581 = -4216776.463603
  nChanged 3030
		SP:Iteration 7F (159800.080000 sec): 3 clusters
  Score: Raw -4222270.878905 + Penalty 3480.694581 = -4218790.184324
  nChanged 3680
		SP:Iteration 8F (159800.460000 sec): 3 clusters
  Score: Raw -4225396.033757 + Penalty 3480.694581 = -4221915.339176
  nChanged 3830
		SP:Iteration 9F (159800.860000 sec): 3 clusters
  Score: Raw -4229158.619033 + Penalty 3480.694581 = -4225677.924452
  nChanged 2902
		SP:Iteration 10F (159801.290000 sec): 3 clusters
  Score: Raw -4232152.869111 + Penalty 3480.694581 = -4228672.174530
  nChanged 1343
		SP:Iteration 11Q (159801.680000 sec): 3 clusters
  Score: Raw -4233511.436191 + Penalty 3480.694581 = -4230030.741610
  nChanged 368
		SP:Iteration 12Q (159802.080000 sec): 3 clusters
  Score: Raw -4233904.360782 + Penalty 3480.694581 = -4230423.666201
  nChanged 87
		SP:Iteration 13Q (159802.440000 sec): 3 clusters
  Score: Raw -4234019.475094 + Penalty 3480.694581 = -4230538.780513
  nChanged 26
		SP:Iteration 14Q (159802.840000 sec): 3 clusters
  Score: Raw -4234057.030034 + Penalty 3480.694581 = -4230576.335453
  nChanged 8
		SP:Iteration 15Q (159803.180000 sec): 3 clusters
  Score: Raw -4234068.550553 + Penalty 3480.694581 = -4230587.855972
  nChanged 7
		SP:Iteration 16Q (159803.570000 sec): 3 clusters
  Score: Raw -4234078.044232 + Penalty 3480.694581 = -4230597.349650
  nChanged 9
		SP:Iteration 17Q (159803.920000 sec): 3 clusters
  Score: Raw -4234093.483787 + Penalty 3480.694581 = -4230612.789206
  nChanged 9
		SP:Iteration 18Q (159804.260000 sec): 3 clusters
  Score: Raw -4234108.520352 + Penalty 3480.694581 = -4230627.825770
  nChanged 3
		SP:Iteration 19Q (159804.590000 sec): 3 clusters
  Score: Raw -4234114.522524 + Penalty 3480.694581 = -4230633.827943
  nChanged 1
		SP:Iteration 20F (159804.940000 sec): 3 clusters
  Score: Raw -4234116.406995 + Penalty 3480.694581 = -4230635.712414
  nChanged 2
		SP:Iteration 21Q (159805.240000 sec): 3 clusters
  Score: Raw -4234120.654852 + Penalty 3480.694581 = -4230639.960271
  nChanged 1
		SP:Iteration 22Q (159805.580000 sec): 3 clusters
  Score: Raw -4234121.310692 + Penalty 3480.694581 = -4230640.616111
  nChanged 0
		SP:Iteration 23F (159805.950000 sec): 3 clusters
  Score: Raw -4234121.310692 + Penalty 3480.694581 = -4230640.616111
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 39 (8969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159806.060000 sec): 2 clusters
  Score: Raw -735514.977677 + Penalty 1478.998538 = -734035.979139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159806.330000 sec): 3 clusters
  Score: Raw -730439.543652 + Penalty 2957.997076 = -727481.546576
  nChanged 3869
		SP:Iteration 1F (159806.530000 sec): 3 clusters
  Score: Raw -732440.533223 + Penalty 2957.997076 = -729482.536146
  nChanged 567
		SP:Iteration 2F (159806.790000 sec): 3 clusters
  Score: Raw -732660.885072 + Penalty 2957.997076 = -729702.887996
  nChanged 435
		SP:Iteration 3Q (159806.980000 sec): 3 clusters
  Score: Raw -732828.252157 + Penalty 2957.997076 = -729870.255081
  nChanged 341
		SP:Iteration 4Q (159807.230000 sec): 3 clusters
  Score: Raw -732952.489763 + Penalty 2957.997076 = -729994.492686
  nChanged 329
		SP:Iteration 5Q (159807.480000 sec): 3 clusters
  Score: Raw -733065.343746 + Penalty 2957.997076 = -730107.346670
  nChanged 291
		SP:Iteration 6Q (159807.670000 sec): 3 clusters
  Score: Raw -733159.054110 + Penalty 2957.997076 = -730201.057034
  nChanged 250
		SP:Iteration 7Q (159807.910000 sec): 3 clusters
  Score: Raw -733224.644933 + Penalty 2957.997076 = -730266.647856
  nChanged 208
		SP:Iteration 8Q (159808.170000 sec): 3 clusters
  Score: Raw -733286.473452 + Penalty 2957.997076 = -730328.476376
  nChanged 185
		SP:Iteration 9Q (159808.350000 sec): 3 clusters
  Score: Raw -733333.236264 + Penalty 2957.997076 = -730375.239188
  nChanged 152
		SP:Iteration 10Q (159808.640000 sec): 3 clusters
  Score: Raw -733370.797630 + Penalty 2957.997076 = -730412.800554
  nChanged 162
		SP:Iteration 11Q (159808.830000 sec): 3 clusters
  Score: Raw -733419.735234 + Penalty 2957.997076 = -730461.738158
  nChanged 169
		SP:Iteration 12Q (159809.080000 sec): 3 clusters
  Score: Raw -733467.186259 + Penalty 2957.997076 = -730509.189183
  nChanged 185
		SP:Iteration 13Q (159809.290000 sec): 3 clusters
  Score: Raw -733518.890252 + Penalty 2957.997076 = -730560.893176
  nChanged 177
		SP:Iteration 14Q (159809.590000 sec): 3 clusters
  Score: Raw -733573.679106 + Penalty 2957.997076 = -730615.682029
  nChanged 208
		SP:Iteration 15Q (159809.810000 sec): 3 clusters
  Score: Raw -733646.730253 + Penalty 2957.997076 = -730688.733177
  nChanged 243
		SP:Iteration 16Q (159809.970000 sec): 3 clusters
  Score: Raw -733738.520177 + Penalty 2957.997076 = -730780.523101
  nChanged 272
		SP:Iteration 17Q (159810.210000 sec): 3 clusters
  Score: Raw -733857.163332 + Penalty 2957.997076 = -730899.166255
  nChanged 298
		SP:Iteration 18Q (159810.430000 sec): 3 clusters
  Score: Raw -734012.782403 + Penalty 2957.997076 = -731054.785327
  nChanged 322
		SP:Iteration 19Q (159810.660000 sec): 3 clusters
  Score: Raw -734218.679653 + Penalty 2957.997076 = -731260.682576
  nChanged 359
		SP:Iteration 20F (159810.930000 sec): 3 clusters
  Score: Raw -734461.739199 + Penalty 2957.997076 = -731503.742123
  nChanged 361
		SP:Iteration 21Q (159811.110000 sec): 3 clusters
  Score: Raw -734730.050109 + Penalty 2957.997076 = -731772.053032
  nChanged 340
		SP:Iteration 22Q (159811.330000 sec): 3 clusters
  Score: Raw -735013.884518 + Penalty 2957.997076 = -732055.887442
  nChanged 290
		SP:Iteration 23Q (159811.550000 sec): 3 clusters
  Score: Raw -735248.221972 + Penalty 2957.997076 = -732290.224895
  nChanged 213
		SP:Iteration 24Q (159811.760000 sec): 3 clusters
  Score: Raw -735401.921867 + Penalty 2957.997076 = -732443.924790
  nChanged 149
		SP:Iteration 25Q (159811.940000 sec): 3 clusters
  Score: Raw -735517.495927 + Penalty 2957.997076 = -732559.498850
  nChanged 116
		SP:Iteration 26Q (159812.130000 sec): 3 clusters
  Score: Raw -735608.399224 + Penalty 2957.997076 = -732650.402147
  nChanged 85
		SP:Iteration 27Q (159812.350000 sec): 3 clusters
  Score: Raw -735682.684026 + Penalty 2957.997076 = -732724.686950
  nChanged 62
		SP:Iteration 28Q (159812.530000 sec): 3 clusters
  Score: Raw -735737.622790 + Penalty 2957.997076 = -732779.625714
  nChanged 36
		SP:Iteration 29Q (159812.730000 sec): 3 clusters
  Score: Raw -735764.641214 + Penalty 2957.997076 = -732806.644138
  nChanged 31
		SP:Iteration 30Q (159812.940000 sec): 3 clusters
  Score: Raw -735792.469520 + Penalty 2957.997076 = -732834.472443
  nChanged 18
		SP:Iteration 31Q (159813.130000 sec): 3 clusters
  Score: Raw -735805.820036 + Penalty 2957.997076 = -732847.822960
  nChanged 12
		SP:Iteration 32Q (159813.350000 sec): 3 clusters
  Score: Raw -735816.317568 + Penalty 2957.997076 = -732858.320492
  nChanged 8
		SP:Iteration 33Q (159813.570000 sec): 3 clusters
  Score: Raw -735820.797567 + Penalty 2957.997076 = -732862.800491
  nChanged 5
		SP:Iteration 34Q (159813.780000 sec): 3 clusters
  Score: Raw -735824.919696 + Penalty 2957.997076 = -732866.922620
  nChanged 3
		SP:Iteration 35Q (159813.980000 sec): 3 clusters
  Score: Raw -735829.815963 + Penalty 2957.997076 = -732871.818887
  nChanged 2
		SP:Iteration 36Q (159814.170000 sec): 3 clusters
  Score: Raw -735831.235115 + Penalty 2957.997076 = -732873.238039
  nChanged 1
		SP:Iteration 37Q (159814.370000 sec): 3 clusters
  Score: Raw -735832.756788 + Penalty 2957.997076 = -732874.759712
  nChanged 1
		SP:Iteration 38Q (159814.520000 sec): 3 clusters
  Score: Raw -735833.919928 + Penalty 2957.997076 = -732875.922851
  nChanged 1
		SP:Iteration 39Q (159814.750000 sec): 3 clusters
  Score: Raw -735834.382791 + Penalty 2957.997076 = -732876.385714
  nChanged 0
		SP:Iteration 40F (159814.930000 sec): 3 clusters
  Score: Raw -735834.382791 + Penalty 2957.997076 = -732876.385714
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 40 (6692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159815.020000 sec): 2 clusters
  Score: Raw -556653.985927 + Penalty 1431.408560 = -555222.577367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159815.210000 sec): 3 clusters
  Score: Raw -553086.529154 + Penalty 2862.817120 = -550223.712034
  nChanged 2743
		SP:Iteration 1F (159815.410000 sec): 3 clusters
  Score: Raw -554812.389194 + Penalty 2862.817120 = -551949.572074
  nChanged 691
		SP:Iteration 2F (159815.620000 sec): 3 clusters
  Score: Raw -555543.210970 + Penalty 2862.817120 = -552680.393850
  nChanged 663
		SP:Iteration 3F (159815.810000 sec): 3 clusters
  Score: Raw -556258.956022 + Penalty 2862.817120 = -553396.138901
  nChanged 580
		SP:Iteration 4F (159816.010000 sec): 3 clusters
  Score: Raw -556807.591812 + Penalty 2862.817120 = -553944.774691
  nChanged 404
		SP:Iteration 5F (159816.180000 sec): 3 clusters
  Score: Raw -557094.395497 + Penalty 2862.817120 = -554231.578377
  nChanged 276
		SP:Iteration 6Q (159816.390000 sec): 3 clusters
  Score: Raw -557259.208843 + Penalty 2862.817120 = -554396.391723
  nChanged 178
		SP:Iteration 7Q (159816.580000 sec): 3 clusters
  Score: Raw -557375.216581 + Penalty 2862.817120 = -554512.399461
  nChanged 149
		SP:Iteration 8Q (159816.820000 sec): 3 clusters
  Score: Raw -557484.188589 + Penalty 2862.817120 = -554621.371469
  nChanged 155
		SP:Iteration 9Q (159817.030000 sec): 3 clusters
  Score: Raw -557576.625560 + Penalty 2862.817120 = -554713.808440
  nChanged 147
		SP:Iteration 10Q (159817.230000 sec): 3 clusters
  Score: Raw -557663.027335 + Penalty 2862.817120 = -554800.210214
  nChanged 124
		SP:Iteration 11Q (159817.440000 sec): 3 clusters
  Score: Raw -557727.624686 + Penalty 2862.817120 = -554864.807565
  nChanged 99
		SP:Iteration 12Q (159817.630000 sec): 3 clusters
  Score: Raw -557763.814391 + Penalty 2862.817120 = -554900.997270
  nChanged 74
		SP:Iteration 13Q (159817.830000 sec): 3 clusters
  Score: Raw -557786.637799 + Penalty 2862.817120 = -554923.820679
  nChanged 60
		SP:Iteration 14Q (159818.040000 sec): 3 clusters
  Score: Raw -557804.023319 + Penalty 2862.817120 = -554941.206199
  nChanged 50
		SP:Iteration 15Q (159818.270000 sec): 3 clusters
  Score: Raw -557818.773531 + Penalty 2862.817120 = -554955.956411
  nChanged 42
		SP:Iteration 16Q (159818.510000 sec): 3 clusters
  Score: Raw -557828.538093 + Penalty 2862.817120 = -554965.720973
  nChanged 28
		SP:Iteration 17Q (159818.700000 sec): 3 clusters
  Score: Raw -557834.408887 + Penalty 2862.817120 = -554971.591767
  nChanged 18
		SP:Iteration 18Q (159818.910000 sec): 3 clusters
  Score: Raw -557837.739139 + Penalty 2862.817120 = -554974.922019
  nChanged 13
		SP:Iteration 19Q (159819.130000 sec): 3 clusters
  Score: Raw -557840.546796 + Penalty 2862.817120 = -554977.729676
  nChanged 14
		SP:Iteration 20F (159819.340000 sec): 3 clusters
  Score: Raw -557843.090920 + Penalty 2862.817120 = -554980.273800
  nChanged 9
		SP:Iteration 21Q (159819.570000 sec): 3 clusters
  Score: Raw -557844.788974 + Penalty 2862.817120 = -554981.971854
  nChanged 8
		SP:Iteration 22Q (159819.790000 sec): 3 clusters
  Score: Raw -557846.122604 + Penalty 2862.817120 = -554983.305484
  nChanged 7
		SP:Iteration 23Q (159819.990000 sec): 3 clusters
  Score: Raw -557847.719304 + Penalty 2862.817120 = -554984.902184
  nChanged 3
		SP:Iteration 24Q (159820.200000 sec): 3 clusters
  Score: Raw -557848.144184 + Penalty 2862.817120 = -554985.327063
  nChanged 2
		SP:Iteration 25Q (159820.410000 sec): 3 clusters
  Score: Raw -557848.305629 + Penalty 2862.817120 = -554985.488509
  nChanged 2
		SP:Iteration 26Q (159820.600000 sec): 3 clusters
  Score: Raw -557848.488928 + Penalty 2862.817120 = -554985.671808
  nChanged 1
		SP:Iteration 27Q (159820.840000 sec): 3 clusters
  Score: Raw -557848.560686 + Penalty 2862.817120 = -554985.743566
  nChanged 0
		SP:Iteration 28F (159821.040000 sec): 3 clusters
  Score: Raw -557848.560686 + Penalty 2862.817120 = -554985.743566
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 41 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159821.110000 sec): 2 clusters
  Score: Raw -16606.845390 + Penalty 893.954459 = -15712.890931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159821.310000 sec): 3 clusters
  Score: Raw -16717.482370 + Penalty 1787.908918 = -14929.573452
  nChanged 44
		SP:Iteration 1F (159821.470000 sec): 3 clusters
  Score: Raw -16833.593912 + Penalty 1787.908918 = -15045.684993
  nChanged 7
		SP:Iteration 2Q (159821.690000 sec): 3 clusters
  Score: Raw -16856.781879 + Penalty 1787.908918 = -15068.872961
  nChanged 4
		SP:Iteration 3Q (159821.860000 sec): 3 clusters
  Score: Raw -16868.253664 + Penalty 1787.908918 = -15080.344745
  nChanged 1
		SP:Iteration 4Q (159822.030000 sec): 3 clusters
  Score: Raw -16871.837992 + Penalty 1787.908918 = -15083.929074
  nChanged 0
		SP:Iteration 5F (159822.190000 sec): 3 clusters
  Score: Raw -16871.837992 + Penalty 1787.908918 = -15083.929074
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 42 (3186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159822.280000 sec): 2 clusters
  Score: Raw -228183.608569 + Penalty 1310.809742 = -226872.798827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159822.460000 sec): 3 clusters
  Score: Raw -226685.684122 + Penalty 2621.619484 = -224064.064638
  nChanged 1245
		SP:Iteration 1F (159822.640000 sec): 3 clusters
  Score: Raw -227542.083362 + Penalty 2621.619484 = -224920.463877
  nChanged 306
		SP:Iteration 2F (159822.860000 sec): 3 clusters
  Score: Raw -227877.412574 + Penalty 2621.619484 = -225255.793090
  nChanged 256
		SP:Iteration 3F (159823.020000 sec): 3 clusters
  Score: Raw -228199.504431 + Penalty 2621.619484 = -225577.884946
  nChanged 226
		SP:Iteration 4F (159823.170000 sec): 3 clusters
  Score: Raw -228458.527593 + Penalty 2621.619484 = -225836.908109
  nChanged 201
		SP:Iteration 5F (159823.350000 sec): 3 clusters
  Score: Raw -228644.194129 + Penalty 2621.619484 = -226022.574645
  nChanged 143
		SP:Iteration 6Q (159823.540000 sec): 3 clusters
  Score: Raw -228756.812543 + Penalty 2621.619484 = -226135.193059
  nChanged 105
		SP:Iteration 7Q (159823.740000 sec): 3 clusters
  Score: Raw -228830.861523 + Penalty 2621.619484 = -226209.242039
  nChanged 84
		SP:Iteration 8Q (159823.960000 sec): 3 clusters
  Score: Raw -228880.708903 + Penalty 2621.619484 = -226259.089419
  nChanged 75
		SP:Iteration 9Q (159824.160000 sec): 3 clusters
  Score: Raw -228918.982694 + Penalty 2621.619484 = -226297.363209
  nChanged 49
		SP:Iteration 10Q (159824.360000 sec): 3 clusters
  Score: Raw -228943.792649 + Penalty 2621.619484 = -226322.173165
  nChanged 37
		SP:Iteration 11Q (159824.520000 sec): 3 clusters
  Score: Raw -228960.908179 + Penalty 2621.619484 = -226339.288695
  nChanged 35
		SP:Iteration 12Q (159824.690000 sec): 3 clusters
  Score: Raw -228972.666795 + Penalty 2621.619484 = -226351.047310
  nChanged 24
		SP:Iteration 13Q (159824.920000 sec): 3 clusters
  Score: Raw -228981.964713 + Penalty 2621.619484 = -226360.345229
  nChanged 17
		SP:Iteration 14Q (159825.120000 sec): 3 clusters
  Score: Raw -228986.748454 + Penalty 2621.619484 = -226365.128970
  nChanged 15
		SP:Iteration 15Q (159825.300000 sec): 3 clusters
  Score: Raw -228992.182634 + Penalty 2621.619484 = -226370.563149
  nChanged 15
		SP:Iteration 16Q (159825.540000 sec): 3 clusters
  Score: Raw -228996.894606 + Penalty 2621.619484 = -226375.275122
  nChanged 9
		SP:Iteration 17Q (159825.740000 sec): 3 clusters
  Score: Raw -228999.050453 + Penalty 2621.619484 = -226377.430968
  nChanged 6
		SP:Iteration 18Q (159825.890000 sec): 3 clusters
  Score: Raw -229000.543960 + Penalty 2621.619484 = -226378.924475
  nChanged 4
		SP:Iteration 19Q (159826.080000 sec): 3 clusters
  Score: Raw -229003.047942 + Penalty 2621.619484 = -226381.428458
  nChanged 6
		SP:Iteration 20F (159826.300000 sec): 3 clusters
  Score: Raw -229004.288466 + Penalty 2621.619484 = -226382.668981
  nChanged 4
		SP:Iteration 21Q (159826.470000 sec): 3 clusters
  Score: Raw -229004.866427 + Penalty 2621.619484 = -226383.246942
  nChanged 2
		SP:Iteration 22Q (159826.590000 sec): 3 clusters
  Score: Raw -229005.386491 + Penalty 2621.619484 = -226383.767006
  nChanged 1
		SP:Iteration 23Q (159826.780000 sec): 3 clusters
  Score: Raw -229005.520935 + Penalty 2621.619484 = -226383.901451
  nChanged 1
		SP:Iteration 24Q (159827.030000 sec): 3 clusters
  Score: Raw -229005.658047 + Penalty 2621.619484 = -226384.038562
  nChanged 0
		SP:Iteration 25F (159827.260000 sec): 3 clusters
  Score: Raw -229005.658047 + Penalty 2621.619484 = -226384.038562
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 43 (11010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159827.360000 sec): 2 clusters
  Score: Raw -945169.385768 + Penalty 1512.315875 = -943657.069893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159827.640000 sec): 3 clusters
  Score: Raw -938922.703454 + Penalty 3024.631750 = -935898.071704
  nChanged 4813
		SP:Iteration 1F (159827.810000 sec): 3 clusters
  Score: Raw -941648.453636 + Penalty 3024.631750 = -938623.821886
  nChanged 673
		SP:Iteration 2F (159828.050000 sec): 3 clusters
  Score: Raw -941937.908560 + Penalty 3024.631750 = -938913.276810
  nChanged 594
		SP:Iteration 3F (159828.270000 sec): 3 clusters
  Score: Raw -942195.459856 + Penalty 3024.631750 = -939170.828106
  nChanged 529
		SP:Iteration 4Q (159828.480000 sec): 3 clusters
  Score: Raw -942423.585844 + Penalty 3024.631750 = -939398.954095
  nChanged 483
		SP:Iteration 5Q (159828.700000 sec): 3 clusters
  Score: Raw -942633.505313 + Penalty 3024.631750 = -939608.873563
  nChanged 470
		SP:Iteration 6Q (159828.910000 sec): 3 clusters
  Score: Raw -942846.803944 + Penalty 3024.631750 = -939822.172194
  nChanged 468
		SP:Iteration 7Q (159829.100000 sec): 3 clusters
  Score: Raw -943074.073473 + Penalty 3024.631750 = -940049.441723
  nChanged 457
		SP:Iteration 8Q (159829.380000 sec): 3 clusters
  Score: Raw -943309.180835 + Penalty 3024.631750 = -940284.549086
  nChanged 456
		SP:Iteration 9Q (159829.600000 sec): 3 clusters
  Score: Raw -943544.759174 + Penalty 3024.631750 = -940520.127425
  nChanged 453
		SP:Iteration 10Q (159829.840000 sec): 3 clusters
  Score: Raw -943814.513738 + Penalty 3024.631750 = -940789.881988
  nChanged 456
		SP:Iteration 11Q (159830.100000 sec): 3 clusters
  Score: Raw -944116.882892 + Penalty 3024.631750 = -941092.251143
  nChanged 402
		SP:Iteration 12Q (159830.320000 sec): 3 clusters
  Score: Raw -944394.700375 + Penalty 3024.631750 = -941370.068625
  nChanged 342
		SP:Iteration 13Q (159830.550000 sec): 3 clusters
  Score: Raw -944623.652065 + Penalty 3024.631750 = -941599.020315
  nChanged 280
		SP:Iteration 14Q (159830.740000 sec): 3 clusters
  Score: Raw -944820.431451 + Penalty 3024.631750 = -941795.799702
  nChanged 209
		SP:Iteration 15Q (159830.970000 sec): 3 clusters
  Score: Raw -944968.440123 + Penalty 3024.631750 = -941943.808373
  nChanged 152
		SP:Iteration 16Q (159831.240000 sec): 3 clusters
  Score: Raw -945079.127853 + Penalty 3024.631750 = -942054.496104
  nChanged 106
		SP:Iteration 17Q (159831.430000 sec): 3 clusters
  Score: Raw -945157.798907 + Penalty 3024.631750 = -942133.167158
  nChanged 74
		SP:Iteration 18Q (159831.630000 sec): 3 clusters
  Score: Raw -945207.565991 + Penalty 3024.631750 = -942182.934241
  nChanged 47
		SP:Iteration 19Q (159831.860000 sec): 3 clusters
  Score: Raw -945246.431487 + Penalty 3024.631750 = -942221.799738
  nChanged 29
		SP:Iteration 20F (159832.110000 sec): 3 clusters
  Score: Raw -945268.512161 + Penalty 3024.631750 = -942243.880412
  nChanged 23
		SP:Iteration 21Q (159832.300000 sec): 3 clusters
  Score: Raw -945291.195757 + Penalty 3024.631750 = -942266.564007
  nChanged 24
		SP:Iteration 22Q (159832.510000 sec): 3 clusters
  Score: Raw -945314.866403 + Penalty 3024.631750 = -942290.234653
  nChanged 17
		SP:Iteration 23Q (159832.700000 sec): 3 clusters
  Score: Raw -945329.582177 + Penalty 3024.631750 = -942304.950427
  nChanged 12
		SP:Iteration 24Q (159832.980000 sec): 3 clusters
  Score: Raw -945337.265649 + Penalty 3024.631750 = -942312.633899
  nChanged 9
		SP:Iteration 25Q (159833.230000 sec): 3 clusters
  Score: Raw -945343.421242 + Penalty 3024.631750 = -942318.789493
  nChanged 7
		SP:Iteration 26Q (159833.480000 sec): 3 clusters
  Score: Raw -945348.046113 + Penalty 3024.631750 = -942323.414363
  nChanged 5
		SP:Iteration 27Q (159833.650000 sec): 3 clusters
  Score: Raw -945351.288105 + Penalty 3024.631750 = -942326.656355
  nChanged 3
		SP:Iteration 28Q (159833.890000 sec): 3 clusters
  Score: Raw -945353.488940 + Penalty 3024.631750 = -942328.857190
  nChanged 1
		SP:Iteration 29Q (159834.080000 sec): 3 clusters
  Score: Raw -945354.096515 + Penalty 3024.631750 = -942329.464765
  nChanged 1
		SP:Iteration 30Q (159834.340000 sec): 3 clusters
  Score: Raw -945355.054359 + Penalty 3024.631750 = -942330.422609
  nChanged 1
		SP:Iteration 31Q (159834.520000 sec): 3 clusters
  Score: Raw -945355.904258 + Penalty 3024.631750 = -942331.272508
  nChanged 2
		SP:Iteration 32Q (159834.730000 sec): 3 clusters
  Score: Raw -945359.211794 + Penalty 3024.631750 = -942334.580044
  nChanged 2
		SP:Iteration 33Q (159834.960000 sec): 3 clusters
  Score: Raw -945361.148723 + Penalty 3024.631750 = -942336.516974
  nChanged 3
		SP:Iteration 34Q (159835.190000 sec): 3 clusters
  Score: Raw -945362.958602 + Penalty 3024.631750 = -942338.326852
  nChanged 3
		SP:Iteration 35Q (159835.440000 sec): 3 clusters
  Score: Raw -945366.417868 + Penalty 3024.631750 = -942341.786118
  nChanged 3
		SP:Iteration 36Q (159835.680000 sec): 3 clusters
  Score: Raw -945370.529080 + Penalty 3024.631750 = -942345.897330
  nChanged 1
		SP:Iteration 37Q (159835.910000 sec): 3 clusters
  Score: Raw -945371.500128 + Penalty 3024.631750 = -942346.868379
  nChanged 0
		SP:Iteration 38F (159836.160000 sec): 3 clusters
  Score: Raw -945371.500128 + Penalty 3024.631750 = -942346.868379
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 44 (6254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159836.270000 sec): 2 clusters
  Score: Raw -530853.434620 + Penalty 1420.408687 = -529433.025933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159836.480000 sec): 3 clusters
  Score: Raw -527420.200251 + Penalty 2840.817375 = -524579.382876
  nChanged 2607
		SP:Iteration 1F (159836.690000 sec): 3 clusters
  Score: Raw -528871.583980 + Penalty 2840.817375 = -526030.766605
  nChanged 434
		SP:Iteration 2F (159836.890000 sec): 3 clusters
  Score: Raw -529172.325678 + Penalty 2840.817375 = -526331.508304
  nChanged 393
		SP:Iteration 3F (159837.140000 sec): 3 clusters
  Score: Raw -529554.610900 + Penalty 2840.817375 = -526713.793525
  nChanged 450
		SP:Iteration 4F (159837.320000 sec): 3 clusters
  Score: Raw -530083.599708 + Penalty 2840.817375 = -527242.782333
  nChanged 502
		SP:Iteration 5F (159837.570000 sec): 3 clusters
  Score: Raw -530598.584667 + Penalty 2840.817375 = -527757.767292
  nChanged 425
		SP:Iteration 6F (159837.830000 sec): 3 clusters
  Score: Raw -530978.570290 + Penalty 2840.817375 = -528137.752915
  nChanged 345
		SP:Iteration 7F (159838.050000 sec): 3 clusters
  Score: Raw -531255.483802 + Penalty 2840.817375 = -528414.666427
  nChanged 234
		SP:Iteration 8Q (159838.300000 sec): 3 clusters
  Score: Raw -531435.520518 + Penalty 2840.817375 = -528594.703144
  nChanged 158
		SP:Iteration 9Q (159838.480000 sec): 3 clusters
  Score: Raw -531544.344012 + Penalty 2840.817375 = -528703.526637
  nChanged 116
		SP:Iteration 10Q (159838.730000 sec): 3 clusters
  Score: Raw -531643.631612 + Penalty 2840.817375 = -528802.814237
  nChanged 106
		SP:Iteration 11Q (159838.880000 sec): 3 clusters
  Score: Raw -531727.006769 + Penalty 2840.817375 = -528886.189395
  nChanged 79
		SP:Iteration 12Q (159839.110000 sec): 3 clusters
  Score: Raw -531767.943623 + Penalty 2840.817375 = -528927.126248
  nChanged 48
		SP:Iteration 13Q (159839.310000 sec): 3 clusters
  Score: Raw -531790.049131 + Penalty 2840.817375 = -528949.231756
  nChanged 40
		SP:Iteration 14Q (159839.480000 sec): 3 clusters
  Score: Raw -531809.958333 + Penalty 2840.817375 = -528969.140958
  nChanged 38
		SP:Iteration 15Q (159839.660000 sec): 3 clusters
  Score: Raw -531832.563207 + Penalty 2840.817375 = -528991.745832
  nChanged 31
		SP:Iteration 16Q (159839.900000 sec): 3 clusters
  Score: Raw -531847.213682 + Penalty 2840.817375 = -529006.396307
  nChanged 34
		SP:Iteration 17Q (159840.050000 sec): 3 clusters
  Score: Raw -531863.560460 + Penalty 2840.817375 = -529022.743085
  nChanged 32
		SP:Iteration 18Q (159840.280000 sec): 3 clusters
  Score: Raw -531882.981461 + Penalty 2840.817375 = -529042.164086
  nChanged 35
		SP:Iteration 19Q (159840.490000 sec): 3 clusters
  Score: Raw -531909.596289 + Penalty 2840.817375 = -529068.778914
  nChanged 40
		SP:Iteration 20F (159840.670000 sec): 3 clusters
  Score: Raw -531933.138478 + Penalty 2840.817375 = -529092.321103
  nChanged 43
		SP:Iteration 21Q (159840.890000 sec): 3 clusters
  Score: Raw -531967.129416 + Penalty 2840.817375 = -529126.312042
  nChanged 40
		SP:Iteration 22Q (159841.070000 sec): 3 clusters
  Score: Raw -532005.513610 + Penalty 2840.817375 = -529164.696235
  nChanged 37
		SP:Iteration 23Q (159841.280000 sec): 3 clusters
  Score: Raw -532029.777468 + Penalty 2840.817375 = -529188.960093
  nChanged 35
		SP:Iteration 24Q (159841.530000 sec): 3 clusters
  Score: Raw -532049.625566 + Penalty 2840.817375 = -529208.808191
  nChanged 31
		SP:Iteration 25Q (159841.740000 sec): 3 clusters
  Score: Raw -532065.403822 + Penalty 2840.817375 = -529224.586447
  nChanged 21
		SP:Iteration 26Q (159841.940000 sec): 3 clusters
  Score: Raw -532077.314874 + Penalty 2840.817375 = -529236.497499
  nChanged 23
		SP:Iteration 27Q (159842.140000 sec): 3 clusters
  Score: Raw -532090.864198 + Penalty 2840.817375 = -529250.046823
  nChanged 22
		SP:Iteration 28Q (159842.400000 sec): 3 clusters
  Score: Raw -532102.324349 + Penalty 2840.817375 = -529261.506974
  nChanged 20
		SP:Iteration 29Q (159842.630000 sec): 3 clusters
  Score: Raw -532110.811156 + Penalty 2840.817375 = -529269.993781
  nChanged 15
		SP:Iteration 30Q (159842.850000 sec): 3 clusters
  Score: Raw -532116.920439 + Penalty 2840.817375 = -529276.103064
  nChanged 11
		SP:Iteration 31Q (159843.110000 sec): 3 clusters
  Score: Raw -532122.684443 + Penalty 2840.817375 = -529281.867068
  nChanged 7
		SP:Iteration 32Q (159843.410000 sec): 3 clusters
  Score: Raw -532125.240713 + Penalty 2840.817375 = -529284.423338
  nChanged 4
		SP:Iteration 33Q (159843.590000 sec): 3 clusters
  Score: Raw -532126.112645 + Penalty 2840.817375 = -529285.295271
  nChanged 1
		SP:Iteration 34Q (159843.890000 sec): 3 clusters
  Score: Raw -532126.398692 + Penalty 2840.817375 = -529285.581317
  nChanged 1
		SP:Iteration 35Q (159844.050000 sec): 3 clusters
  Score: Raw -532126.993918 + Penalty 2840.817375 = -529286.176543
  nChanged 3
		SP:Iteration 36Q (159844.270000 sec): 3 clusters
  Score: Raw -532128.497418 + Penalty 2840.817375 = -529287.680043
  nChanged 4
		SP:Iteration 37Q (159844.460000 sec): 3 clusters
  Score: Raw -532129.843437 + Penalty 2840.817375 = -529289.026062
  nChanged 2
		SP:Iteration 38Q (159844.660000 sec): 3 clusters
  Score: Raw -532130.201177 + Penalty 2840.817375 = -529289.383802
  nChanged 2
		SP:Iteration 39Q (159844.860000 sec): 3 clusters
  Score: Raw -532130.429907 + Penalty 2840.817375 = -529289.612532
  nChanged 0
		SP:Iteration 40F (159845.080000 sec): 3 clusters
  Score: Raw -532130.429907 + Penalty 2840.817375 = -529289.612532
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 45 (422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159845.150000 sec): 2 clusters
  Score: Raw -34308.946549 + Penalty 982.313364 = -33326.633186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159845.360000 sec): 3 clusters
  Score: Raw -34284.493305 + Penalty 1964.626727 = -32319.866578
  nChanged 85
		SP:Iteration 1F (159845.530000 sec): 3 clusters
  Score: Raw -34451.345584 + Penalty 1964.626727 = -32486.718857
  nChanged 20
		SP:Iteration 2Q (159845.710000 sec): 3 clusters
  Score: Raw -34496.780815 + Penalty 1964.626727 = -32532.154088
  nChanged 14
		SP:Iteration 3Q (159845.890000 sec): 3 clusters
  Score: Raw -34523.505091 + Penalty 1964.626727 = -32558.878364
  nChanged 9
		SP:Iteration 4Q (159846.060000 sec): 3 clusters
  Score: Raw -34539.513691 + Penalty 1964.626727 = -32574.886964
  nChanged 6
		SP:Iteration 5Q (159846.310000 sec): 3 clusters
  Score: Raw -34549.261792 + Penalty 1964.626727 = -32584.635065
  nChanged 2
		SP:Iteration 6Q (159846.470000 sec): 3 clusters
  Score: Raw -34559.696852 + Penalty 1964.626727 = -32595.070125
  nChanged 2
		SP:Iteration 7Q (159846.670000 sec): 3 clusters
  Score: Raw -34563.778940 + Penalty 1964.626727 = -32599.152213
  nChanged 2
		SP:Iteration 8Q (159846.890000 sec): 3 clusters
  Score: Raw -34569.617245 + Penalty 1964.626727 = -32604.990517
  nChanged 3
		SP:Iteration 9Q (159847.050000 sec): 3 clusters
  Score: Raw -34582.145109 + Penalty 1964.626727 = -32617.518382
  nChanged 2
		SP:Iteration 10Q (159847.270000 sec): 3 clusters
  Score: Raw -34587.532364 + Penalty 1964.626727 = -32622.905636
  nChanged 2
		SP:Iteration 11Q (159847.420000 sec): 3 clusters
  Score: Raw -34591.268620 + Penalty 1964.626727 = -32626.641893
  nChanged 0
		SP:Iteration 12F (159847.590000 sec): 3 clusters
  Score: Raw -34591.268620 + Penalty 1964.626727 = -32626.641893
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 46 (4646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159847.710000 sec): 2 clusters
  Score: Raw -385794.071684 + Penalty 1372.111311 = -384421.960373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159847.950000 sec): 3 clusters
  Score: Raw -383453.182061 + Penalty 2744.222622 = -380708.959439
  nChanged 1855
		SP:Iteration 1F (159848.140000 sec): 3 clusters
  Score: Raw -384515.960776 + Penalty 2744.222622 = -381771.738154
  nChanged 368
		SP:Iteration 2F (159848.380000 sec): 3 clusters
  Score: Raw -384785.010286 + Penalty 2744.222622 = -382040.787664
  nChanged 322
		SP:Iteration 3F (159848.550000 sec): 3 clusters
  Score: Raw -385026.163795 + Penalty 2744.222622 = -382281.941173
  nChanged 234
		SP:Iteration 4F (159848.770000 sec): 3 clusters
  Score: Raw -385182.809503 + Penalty 2744.222622 = -382438.586881
  nChanged 195
		SP:Iteration 5Q (159848.950000 sec): 3 clusters
  Score: Raw -385303.523725 + Penalty 2744.222622 = -382559.301103
  nChanged 180
		SP:Iteration 6Q (159849.130000 sec): 3 clusters
  Score: Raw -385407.868997 + Penalty 2744.222622 = -382663.646375
  nChanged 147
		SP:Iteration 7Q (159849.310000 sec): 3 clusters
  Score: Raw -385490.281995 + Penalty 2744.222622 = -382746.059373
  nChanged 127
		SP:Iteration 8Q (159849.520000 sec): 3 clusters
  Score: Raw -385556.901420 + Penalty 2744.222622 = -382812.678799
  nChanged 118
		SP:Iteration 9Q (159849.730000 sec): 3 clusters
  Score: Raw -385622.091907 + Penalty 2744.222622 = -382877.869285
  nChanged 103
		SP:Iteration 10Q (159849.920000 sec): 3 clusters
  Score: Raw -385674.449293 + Penalty 2744.222622 = -382930.226671
  nChanged 70
		SP:Iteration 11Q (159850.110000 sec): 3 clusters
  Score: Raw -385712.284976 + Penalty 2744.222622 = -382968.062354
  nChanged 62
		SP:Iteration 12Q (159850.330000 sec): 3 clusters
  Score: Raw -385746.245006 + Penalty 2744.222622 = -383002.022384
  nChanged 53
		SP:Iteration 13Q (159850.530000 sec): 3 clusters
  Score: Raw -385780.819376 + Penalty 2744.222622 = -383036.596754
  nChanged 56
		SP:Iteration 14Q (159850.710000 sec): 3 clusters
  Score: Raw -385818.114446 + Penalty 2744.222622 = -383073.891824
  nChanged 45
		SP:Iteration 15Q (159850.900000 sec): 3 clusters
  Score: Raw -385854.868376 + Penalty 2744.222622 = -383110.645754
  nChanged 39
		SP:Iteration 16Q (159851.130000 sec): 3 clusters
  Score: Raw -385882.952688 + Penalty 2744.222622 = -383138.730066
  nChanged 45
		SP:Iteration 17Q (159851.270000 sec): 3 clusters
  Score: Raw -385919.884908 + Penalty 2744.222622 = -383175.662286
  nChanged 43
		SP:Iteration 18Q (159851.500000 sec): 3 clusters
  Score: Raw -385945.759921 + Penalty 2744.222622 = -383201.537299
  nChanged 28
		SP:Iteration 19Q (159851.680000 sec): 3 clusters
  Score: Raw -385961.141892 + Penalty 2744.222622 = -383216.919270
  nChanged 24
		SP:Iteration 20F (159851.860000 sec): 3 clusters
  Score: Raw -385977.296295 + Penalty 2744.222622 = -383233.073673
  nChanged 19
		SP:Iteration 21Q (159852.040000 sec): 3 clusters
  Score: Raw -385990.981938 + Penalty 2744.222622 = -383246.759316
  nChanged 18
		SP:Iteration 22Q (159852.230000 sec): 3 clusters
  Score: Raw -386002.276923 + Penalty 2744.222622 = -383258.054301
  nChanged 12
		SP:Iteration 23Q (159852.430000 sec): 3 clusters
  Score: Raw -386007.979109 + Penalty 2744.222622 = -383263.756487
  nChanged 9
		SP:Iteration 24Q (159852.600000 sec): 3 clusters
  Score: Raw -386012.579466 + Penalty 2744.222622 = -383268.356844
  nChanged 8
		SP:Iteration 25Q (159852.800000 sec): 3 clusters
  Score: Raw -386015.283036 + Penalty 2744.222622 = -383271.060414
  nChanged 1
		SP:Iteration 26Q (159852.980000 sec): 3 clusters
  Score: Raw -386015.931711 + Penalty 2744.222622 = -383271.709089
  nChanged 1
		SP:Iteration 27Q (159853.220000 sec): 3 clusters
  Score: Raw -386016.221463 + Penalty 2744.222622 = -383271.998841
  nChanged 1
		SP:Iteration 28Q (159853.380000 sec): 3 clusters
  Score: Raw -386016.828753 + Penalty 2744.222622 = -383272.606132
  nChanged 0
		SP:Iteration 29F (159853.600000 sec): 3 clusters
  Score: Raw -386016.828753 + Penalty 2744.222622 = -383272.606132
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 47 (5098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159853.680000 sec): 2 clusters
  Score: Raw -408429.625767 + Penalty 1387.198083 = -407042.427684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159853.890000 sec): 3 clusters
  Score: Raw -405795.195429 + Penalty 2774.396165 = -403020.799264
  nChanged 2036
		SP:Iteration 1F (159854.080000 sec): 3 clusters
  Score: Raw -406931.271793 + Penalty 2774.396165 = -404156.875628
  nChanged 365
		SP:Iteration 2F (159854.300000 sec): 3 clusters
  Score: Raw -407153.179944 + Penalty 2774.396165 = -404378.783779
  nChanged 295
		SP:Iteration 3F (159854.480000 sec): 3 clusters
  Score: Raw -407363.392500 + Penalty 2774.396165 = -404588.996335
  nChanged 260
		SP:Iteration 4F (159854.680000 sec): 3 clusters
  Score: Raw -407564.271856 + Penalty 2774.396165 = -404789.875691
  nChanged 264
		SP:Iteration 5F (159854.870000 sec): 3 clusters
  Score: Raw -407774.949529 + Penalty 2774.396165 = -405000.553364
  nChanged 284
		SP:Iteration 6F (159855.080000 sec): 3 clusters
  Score: Raw -408018.830460 + Penalty 2774.396165 = -405244.434295
  nChanged 302
		SP:Iteration 7F (159855.350000 sec): 3 clusters
  Score: Raw -408284.395377 + Penalty 2774.396165 = -405509.999212
  nChanged 278
		SP:Iteration 8F (159855.540000 sec): 3 clusters
  Score: Raw -408528.432292 + Penalty 2774.396165 = -405754.036127
  nChanged 253
		SP:Iteration 9Q (159855.670000 sec): 3 clusters
  Score: Raw -408747.522207 + Penalty 2774.396165 = -405973.126041
  nChanged 224
		SP:Iteration 10Q (159855.910000 sec): 3 clusters
  Score: Raw -408963.783059 + Penalty 2774.396165 = -406189.386894
  nChanged 161
		SP:Iteration 11Q (159856.060000 sec): 3 clusters
  Score: Raw -409105.406709 + Penalty 2774.396165 = -406331.010544
  nChanged 118
		SP:Iteration 12Q (159856.260000 sec): 3 clusters
  Score: Raw -409192.844261 + Penalty 2774.396165 = -406418.448096
  nChanged 76
		SP:Iteration 13Q (159856.520000 sec): 3 clusters
  Score: Raw -409244.034975 + Penalty 2774.396165 = -406469.638810
  nChanged 50
		SP:Iteration 14Q (159856.720000 sec): 3 clusters
  Score: Raw -409279.593256 + Penalty 2774.396165 = -406505.197091
  nChanged 49
		SP:Iteration 15Q (159856.960000 sec): 3 clusters
  Score: Raw -409307.752428 + Penalty 2774.396165 = -406533.356263
  nChanged 36
		SP:Iteration 16Q (159857.220000 sec): 3 clusters
  Score: Raw -409321.879362 + Penalty 2774.396165 = -406547.483197
  nChanged 29
		SP:Iteration 17Q (159857.430000 sec): 3 clusters
  Score: Raw -409336.779082 + Penalty 2774.396165 = -406562.382917
  nChanged 15
		SP:Iteration 18Q (159857.660000 sec): 3 clusters
  Score: Raw -409343.041901 + Penalty 2774.396165 = -406568.645736
  nChanged 8
		SP:Iteration 19Q (159857.890000 sec): 3 clusters
  Score: Raw -409346.471713 + Penalty 2774.396165 = -406572.075547
  nChanged 5
		SP:Iteration 20F (159858.100000 sec): 3 clusters
  Score: Raw -409348.268995 + Penalty 2774.396165 = -406573.872830
  nChanged 2
		SP:Iteration 21Q (159858.300000 sec): 3 clusters
  Score: Raw -409348.547107 + Penalty 2774.396165 = -406574.150942
  nChanged 0
		SP:Iteration 22F (159858.440000 sec): 3 clusters
  Score: Raw -409348.547107 + Penalty 2774.396165 = -406574.150942
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 48 (15062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159858.620000 sec): 2 clusters
  Score: Raw -1333854.808534 + Penalty 1563.238673 = -1332291.569861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159858.920000 sec): 3 clusters
  Score: Raw -1325083.477275 + Penalty 3126.477346 = -1321956.999930
  nChanged 6664
		SP:Iteration 1F (159859.150000 sec): 3 clusters
  Score: Raw -1328795.969396 + Penalty 3126.477346 = -1325669.492051
  nChanged 928
		SP:Iteration 2F (159859.360000 sec): 3 clusters
  Score: Raw -1329306.103706 + Penalty 3126.477346 = -1326179.626360
  nChanged 968
		SP:Iteration 3F (159859.590000 sec): 3 clusters
  Score: Raw -1329945.448388 + Penalty 3126.477346 = -1326818.971042
  nChanged 993
		SP:Iteration 4F (159859.820000 sec): 3 clusters
  Score: Raw -1330726.551832 + Penalty 3126.477346 = -1327600.074486
  nChanged 988
		SP:Iteration 5F (159860.060000 sec): 3 clusters
  Score: Raw -1331510.624455 + Penalty 3126.477346 = -1328384.147109
  nChanged 929
		SP:Iteration 6F (159860.280000 sec): 3 clusters
  Score: Raw -1332183.272122 + Penalty 3126.477346 = -1329056.794776
  nChanged 829
		SP:Iteration 7F (159860.490000 sec): 3 clusters
  Score: Raw -1332726.224881 + Penalty 3126.477346 = -1329599.747535
  nChanged 663
		SP:Iteration 8Q (159860.740000 sec): 3 clusters
  Score: Raw -1333076.322189 + Penalty 3126.477346 = -1329949.844843
  nChanged 492
		SP:Iteration 9Q (159861.020000 sec): 3 clusters
  Score: Raw -1333279.396483 + Penalty 3126.477346 = -1330152.919138
  nChanged 369
		SP:Iteration 10Q (159861.260000 sec): 3 clusters
  Score: Raw -1333418.664697 + Penalty 3126.477346 = -1330292.187351
  nChanged 268
		SP:Iteration 11Q (159861.500000 sec): 3 clusters
  Score: Raw -1333494.834195 + Penalty 3126.477346 = -1330368.356850
  nChanged 233
		SP:Iteration 12Q (159861.700000 sec): 3 clusters
  Score: Raw -1333562.649702 + Penalty 3126.477346 = -1330436.172356
  nChanged 210
		SP:Iteration 13Q (159861.960000 sec): 3 clusters
  Score: Raw -1333625.107341 + Penalty 3126.477346 = -1330498.629995
  nChanged 171
		SP:Iteration 14Q (159862.180000 sec): 3 clusters
  Score: Raw -1333674.496729 + Penalty 3126.477346 = -1330548.019383
  nChanged 150
		SP:Iteration 15Q (159862.400000 sec): 3 clusters
  Score: Raw -1333714.159721 + Penalty 3126.477346 = -1330587.682375
  nChanged 131
		SP:Iteration 16Q (159862.680000 sec): 3 clusters
  Score: Raw -1333749.293263 + Penalty 3126.477346 = -1330622.815917
  nChanged 122
		SP:Iteration 17Q (159862.960000 sec): 3 clusters
  Score: Raw -1333781.053141 + Penalty 3126.477346 = -1330654.575795
  nChanged 124
		SP:Iteration 18Q (159863.180000 sec): 3 clusters
  Score: Raw -1333813.937903 + Penalty 3126.477346 = -1330687.460557
  nChanged 120
		SP:Iteration 19Q (159863.390000 sec): 3 clusters
  Score: Raw -1333842.172511 + Penalty 3126.477346 = -1330715.695166
  nChanged 115
		SP:Iteration 20F (159863.610000 sec): 3 clusters
  Score: Raw -1333869.277515 + Penalty 3126.477346 = -1330742.800169
  nChanged 103
		SP:Iteration 21Q (159863.840000 sec): 3 clusters
  Score: Raw -1333890.438873 + Penalty 3126.477346 = -1330763.961527
  nChanged 97
		SP:Iteration 22Q (159864.140000 sec): 3 clusters
  Score: Raw -1333909.414647 + Penalty 3126.477346 = -1330782.937302
  nChanged 104
		SP:Iteration 23Q (159864.390000 sec): 3 clusters
  Score: Raw -1333928.602616 + Penalty 3126.477346 = -1330802.125270
  nChanged 100
		SP:Iteration 24Q (159864.630000 sec): 3 clusters
  Score: Raw -1333949.924648 + Penalty 3126.477346 = -1330823.447302
  nChanged 91
		SP:Iteration 25Q (159864.870000 sec): 3 clusters
  Score: Raw -1333966.654557 + Penalty 3126.477346 = -1330840.177211
  nChanged 78
		SP:Iteration 26Q (159865.140000 sec): 3 clusters
  Score: Raw -1333978.895850 + Penalty 3126.477346 = -1330852.418504
  nChanged 78
		SP:Iteration 27Q (159865.340000 sec): 3 clusters
  Score: Raw -1333993.977876 + Penalty 3126.477346 = -1330867.500531
  nChanged 77
		SP:Iteration 28Q (159865.580000 sec): 3 clusters
  Score: Raw -1334007.422812 + Penalty 3126.477346 = -1330880.945466
  nChanged 72
		SP:Iteration 29Q (159865.830000 sec): 3 clusters
  Score: Raw -1334020.833513 + Penalty 3126.477346 = -1330894.356167
  nChanged 70
		SP:Iteration 30Q (159866.080000 sec): 3 clusters
  Score: Raw -1334033.248907 + Penalty 3126.477346 = -1330906.771561
  nChanged 67
		SP:Iteration 31Q (159866.310000 sec): 3 clusters
  Score: Raw -1334043.482310 + Penalty 3126.477346 = -1330917.004964
  nChanged 52
		SP:Iteration 32Q (159866.490000 sec): 3 clusters
  Score: Raw -1334051.609043 + Penalty 3126.477346 = -1330925.131698
  nChanged 64
		SP:Iteration 33Q (159866.730000 sec): 3 clusters
  Score: Raw -1334061.940582 + Penalty 3126.477346 = -1330935.463237
  nChanged 70
		SP:Iteration 34Q (159866.950000 sec): 3 clusters
  Score: Raw -1334074.272769 + Penalty 3126.477346 = -1330947.795424
  nChanged 74
		SP:Iteration 35Q (159867.180000 sec): 3 clusters
  Score: Raw -1334085.815454 + Penalty 3126.477346 = -1330959.338108
  nChanged 62
		SP:Iteration 36Q (159867.390000 sec): 3 clusters
  Score: Raw -1334095.249981 + Penalty 3126.477346 = -1330968.772635
  nChanged 66
		SP:Iteration 37Q (159867.660000 sec): 3 clusters
  Score: Raw -1334106.322766 + Penalty 3126.477346 = -1330979.845420
  nChanged 62
		SP:Iteration 38Q (159867.870000 sec): 3 clusters
  Score: Raw -1334114.977457 + Penalty 3126.477346 = -1330988.500111
  nChanged 55
		SP:Iteration 39Q (159868.120000 sec): 3 clusters
  Score: Raw -1334124.655185 + Penalty 3126.477346 = -1330998.177839
  nChanged 55
		SP:Iteration 40F (159868.340000 sec): 3 clusters
  Score: Raw -1334135.022035 + Penalty 3126.477346 = -1331008.544689
  nChanged 53
		SP:Iteration 41Q (159868.580000 sec): 3 clusters
  Score: Raw -1334143.728734 + Penalty 3126.477346 = -1331017.251388
  nChanged 45
		SP:Iteration 42Q (159868.840000 sec): 3 clusters
  Score: Raw -1334149.830620 + Penalty 3126.477346 = -1331023.353274
  nChanged 43
		SP:Iteration 43Q (159869.090000 sec): 3 clusters
  Score: Raw -1334156.936257 + Penalty 3126.477346 = -1331030.458912
  nChanged 48
		SP:Iteration 44Q (159869.310000 sec): 3 clusters
  Score: Raw -1334163.627409 + Penalty 3126.477346 = -1331037.150063
  nChanged 42
		SP:Iteration 45Q (159869.580000 sec): 3 clusters
  Score: Raw -1334168.410646 + Penalty 3126.477346 = -1331041.933301
  nChanged 29
		SP:Iteration 46Q (159869.810000 sec): 3 clusters
  Score: Raw -1334171.741708 + Penalty 3126.477346 = -1331045.264362
  nChanged 33
		SP:Iteration 47Q (159870.080000 sec): 3 clusters
  Score: Raw -1334176.852811 + Penalty 3126.477346 = -1331050.375465
  nChanged 47
		SP:Iteration 48Q (159870.310000 sec): 3 clusters
  Score: Raw -1334186.529709 + Penalty 3126.477346 = -1331060.052363
  nChanged 49
		SP:Iteration 49Q (159870.520000 sec): 3 clusters
  Score: Raw -1334194.684977 + Penalty 3126.477346 = -1331068.207632
  nChanged 52
		SP:Iteration 50Q (159870.810000 sec): 3 clusters
  Score: Raw -1334204.387250 + Penalty 3126.477346 = -1331077.909905
  nChanged 41
		SP:Iteration 51Q (159870.980000 sec): 3 clusters
  Score: Raw -1334211.788967 + Penalty 3126.477346 = -1331085.311621
  nChanged 42
		SP:Iteration 52Q (159871.240000 sec): 3 clusters
  Score: Raw -1334219.782160 + Penalty 3126.477346 = -1331093.304815
  nChanged 37
		SP:Iteration 53Q (159871.510000 sec): 3 clusters
  Score: Raw -1334227.032969 + Penalty 3126.477346 = -1331100.555623
  nChanged 35
		SP:Iteration 54Q (159871.750000 sec): 3 clusters
  Score: Raw -1334234.127478 + Penalty 3126.477346 = -1331107.650132
  nChanged 39
		SP:Iteration 55Q (159871.970000 sec): 3 clusters
  Score: Raw -1334241.691591 + Penalty 3126.477346 = -1331115.214245
  nChanged 52
		SP:Iteration 56Q (159872.230000 sec): 3 clusters
  Score: Raw -1334252.246074 + Penalty 3126.477346 = -1331125.768728
  nChanged 67
		SP:Iteration 57Q (159872.480000 sec): 3 clusters
  Score: Raw -1334266.270301 + Penalty 3126.477346 = -1331139.792955
  nChanged 68
		SP:Iteration 58Q (159872.720000 sec): 3 clusters
  Score: Raw -1334283.226655 + Penalty 3126.477346 = -1331156.749309
  nChanged 76
		SP:Iteration 59Q (159872.970000 sec): 3 clusters
  Score: Raw -1334300.253483 + Penalty 3126.477346 = -1331173.776138
  nChanged 65
		SP:Iteration 60F (159873.260000 sec): 3 clusters
  Score: Raw -1334311.875047 + Penalty 3126.477346 = -1331185.397701
  nChanged 71
		SP:Iteration 61Q (159873.450000 sec): 3 clusters
  Score: Raw -1334326.343734 + Penalty 3126.477346 = -1331199.866388
  nChanged 60
		SP:Iteration 62Q (159873.700000 sec): 3 clusters
  Score: Raw -1334338.117313 + Penalty 3126.477346 = -1331211.639968
  nChanged 59
		SP:Iteration 63Q (159873.910000 sec): 3 clusters
  Score: Raw -1334351.459364 + Penalty 3126.477346 = -1331224.982018
  nChanged 62
		SP:Iteration 64Q (159874.200000 sec): 3 clusters
  Score: Raw -1334363.562039 + Penalty 3126.477346 = -1331237.084693
  nChanged 54
		SP:Iteration 65Q (159874.470000 sec): 3 clusters
  Score: Raw -1334375.351464 + Penalty 3126.477346 = -1331248.874118
  nChanged 52
		SP:Iteration 66Q (159874.700000 sec): 3 clusters
  Score: Raw -1334386.855849 + Penalty 3126.477346 = -1331260.378503
  nChanged 51
		SP:Iteration 67Q (159874.970000 sec): 3 clusters
  Score: Raw -1334396.669696 + Penalty 3126.477346 = -1331270.192350
  nChanged 39
		SP:Iteration 68Q (159875.180000 sec): 3 clusters
  Score: Raw -1334404.091774 + Penalty 3126.477346 = -1331277.614429
  nChanged 32
		SP:Iteration 69Q (159875.440000 sec): 3 clusters
  Score: Raw -1334409.670785 + Penalty 3126.477346 = -1331283.193439
  nChanged 28
		SP:Iteration 70Q (159875.690000 sec): 3 clusters
  Score: Raw -1334415.432518 + Penalty 3126.477346 = -1331288.955172
  nChanged 27
		SP:Iteration 71Q (159875.960000 sec): 3 clusters
  Score: Raw -1334420.683031 + Penalty 3126.477346 = -1331294.205685
  nChanged 25
		SP:Iteration 72Q (159876.260000 sec): 3 clusters
  Score: Raw -1334425.468426 + Penalty 3126.477346 = -1331298.991080
  nChanged 26
		SP:Iteration 73Q (159876.460000 sec): 3 clusters
  Score: Raw -1334430.797336 + Penalty 3126.477346 = -1331304.319990
  nChanged 25
		SP:Iteration 74Q (159876.700000 sec): 3 clusters
  Score: Raw -1334435.833478 + Penalty 3126.477346 = -1331309.356133
  nChanged 27
		SP:Iteration 75Q (159876.890000 sec): 3 clusters
  Score: Raw -1334440.034261 + Penalty 3126.477346 = -1331313.556915
  nChanged 18
		SP:Iteration 76Q (159877.200000 sec): 3 clusters
  Score: Raw -1334441.735996 + Penalty 3126.477346 = -1331315.258651
  nChanged 11
		SP:Iteration 77Q (159877.430000 sec): 3 clusters
  Score: Raw -1334443.044008 + Penalty 3126.477346 = -1331316.566662
  nChanged 13
		SP:Iteration 78Q (159877.700000 sec): 3 clusters
  Score: Raw -1334444.409191 + Penalty 3126.477346 = -1331317.931846
  nChanged 13
		SP:Iteration 79Q (159877.920000 sec): 3 clusters
  Score: Raw -1334446.095595 + Penalty 3126.477346 = -1331319.618249
  nChanged 9
		SP:Iteration 80F (159878.190000 sec): 3 clusters
  Score: Raw -1334447.616966 + Penalty 3126.477346 = -1331321.139620
  nChanged 11
		SP:Iteration 81Q (159878.450000 sec): 3 clusters
  Score: Raw -1334449.160300 + Penalty 3126.477346 = -1331322.682955
  nChanged 13
		SP:Iteration 82Q (159878.730000 sec): 3 clusters
  Score: Raw -1334451.283952 + Penalty 3126.477346 = -1331324.806606
  nChanged 13
		SP:Iteration 83Q (159878.930000 sec): 3 clusters
  Score: Raw -1334454.109966 + Penalty 3126.477346 = -1331327.632620
  nChanged 22
		SP:Iteration 84Q (159879.180000 sec): 3 clusters
  Score: Raw -1334458.164019 + Penalty 3126.477346 = -1331331.686673
  nChanged 16
		SP:Iteration 85Q (159879.400000 sec): 3 clusters
  Score: Raw -1334461.607970 + Penalty 3126.477346 = -1331335.130624
  nChanged 21
		SP:Iteration 86Q (159879.660000 sec): 3 clusters
  Score: Raw -1334465.954254 + Penalty 3126.477346 = -1331339.476909
  nChanged 24
		SP:Iteration 87Q (159879.880000 sec): 3 clusters
  Score: Raw -1334470.186728 + Penalty 3126.477346 = -1331343.709382
  nChanged 17
		SP:Iteration 88Q (159880.170000 sec): 3 clusters
  Score: Raw -1334473.300417 + Penalty 3126.477346 = -1331346.823071
  nChanged 21
		SP:Iteration 89Q (159880.430000 sec): 3 clusters
  Score: Raw -1334478.634610 + Penalty 3126.477346 = -1331352.157264
  nChanged 29
		SP:Iteration 90Q (159880.700000 sec): 3 clusters
  Score: Raw -1334485.568452 + Penalty 3126.477346 = -1331359.091107
  nChanged 28
		SP:Iteration 91Q (159880.990000 sec): 3 clusters
  Score: Raw -1334494.013014 + Penalty 3126.477346 = -1331367.535668
  nChanged 28
		SP:Iteration 92Q (159881.210000 sec): 3 clusters
  Score: Raw -1334501.159947 + Penalty 3126.477346 = -1331374.682601
  nChanged 27
		SP:Iteration 93Q (159881.400000 sec): 3 clusters
  Score: Raw -1334507.378607 + Penalty 3126.477346 = -1331380.901261
  nChanged 21
		SP:Iteration 94Q (159881.690000 sec): 3 clusters
  Score: Raw -1334511.988051 + Penalty 3126.477346 = -1331385.510706
  nChanged 20
		SP:Iteration 95Q (159881.940000 sec): 3 clusters
  Score: Raw -1334515.693005 + Penalty 3126.477346 = -1331389.215659
  nChanged 13
		SP:Iteration 96Q (159882.200000 sec): 3 clusters
  Score: Raw -1334518.496049 + Penalty 3126.477346 = -1331392.018703
  nChanged 15
		SP:Iteration 97Q (159882.500000 sec): 3 clusters
  Score: Raw -1334521.431729 + Penalty 3126.477346 = -1331394.954383
  nChanged 20
		SP:Iteration 98Q (159882.760000 sec): 3 clusters
  Score: Raw -1334525.342965 + Penalty 3126.477346 = -1331398.865620
  nChanged 17
		SP:Iteration 99Q (159882.990000 sec): 3 clusters
  Score: Raw -1334528.017794 + Penalty 3126.477346 = -1331401.540448
  nChanged 14
		SP:Iteration 100F (159883.260000 sec): 3 clusters
  Score: Raw -1334530.300734 + Penalty 3126.477346 = -1331403.823388
  nChanged 13
		SP:Iteration 101Q (159883.480000 sec): 3 clusters
  Score: Raw -1334531.848384 + Penalty 3126.477346 = -1331405.371038
  nChanged 8
		SP:Iteration 102Q (159883.730000 sec): 3 clusters
  Score: Raw -1334532.866643 + Penalty 3126.477346 = -1331406.389297
  nChanged 8
		SP:Iteration 103Q (159883.990000 sec): 3 clusters
  Score: Raw -1334534.055182 + Penalty 3126.477346 = -1331407.577836
  nChanged 5
		SP:Iteration 104Q (159884.210000 sec): 3 clusters
  Score: Raw -1334534.656800 + Penalty 3126.477346 = -1331408.179454
  nChanged 4
		SP:Iteration 105Q (159884.440000 sec): 3 clusters
  Score: Raw -1334535.419299 + Penalty 3126.477346 = -1331408.941953
  nChanged 3
		SP:Iteration 106Q (159884.650000 sec): 3 clusters
  Score: Raw -1334535.878577 + Penalty 3126.477346 = -1331409.401231
  nChanged 1
		SP:Iteration 107Q (159884.870000 sec): 3 clusters
  Score: Raw -1334536.054929 + Penalty 3126.477346 = -1331409.577583
  nChanged 1
		SP:Iteration 108Q (159885.160000 sec): 3 clusters
  Score: Raw -1334536.141353 + Penalty 3126.477346 = -1331409.664007
  nChanged 2
		SP:Iteration 109Q (159885.370000 sec): 3 clusters
  Score: Raw -1334536.576863 + Penalty 3126.477346 = -1331410.099517
  nChanged 1
		SP:Iteration 110Q (159885.620000 sec): 3 clusters
  Score: Raw -1334536.706814 + Penalty 3126.477346 = -1331410.229468
  nChanged 0
		SP:Iteration 111F (159885.850000 sec): 3 clusters
  Score: Raw -1334536.706814 + Penalty 3126.477346 = -1331410.229468
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 49 (341039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159887.250000 sec): 2 clusters
  Score: Raw -29610226.142410 + Penalty 2070.209719 = -29608155.932690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159888.770000 sec): 3 clusters
  Score: Raw -29381848.009732 + Penalty 4140.419439 = -29377707.590293
  nChanged 166293
		SP:Iteration 1F (159890.220000 sec): 3 clusters
  Score: Raw -29484889.961228 + Penalty 4140.419439 = -29480749.541789
  nChanged 13973
		SP:Iteration 2Q (159892.020000 sec): 3 clusters
  Score: Raw -29489736.627215 + Penalty 4140.419439 = -29485596.207777
  nChanged 17492
		SP:Iteration 3F (159893.900000 sec): 3 clusters
  Score: Raw -29497559.629507 + Penalty 4140.419439 = -29493419.210068
  nChanged 21651
		SP:Iteration 4F (159895.500000 sec): 3 clusters
  Score: Raw -29509668.154672 + Penalty 4140.419439 = -29505527.735233
  nChanged 25313
		SP:Iteration 5F (159896.900000 sec): 3 clusters
  Score: Raw -29526772.617691 + Penalty 4140.419439 = -29522632.198253
  nChanged 26616
		SP:Iteration 6F (159898.290000 sec): 3 clusters
  Score: Raw -29547156.233106 + Penalty 4140.419439 = -29543015.813667
  nChanged 24723
		SP:Iteration 7F (159899.730000 sec): 3 clusters
  Score: Raw -29567794.548581 + Penalty 4140.419439 = -29563654.129142
  nChanged 20201
		SP:Iteration 8F (159901.290000 sec): 3 clusters
  Score: Raw -29585660.260052 + Penalty 4140.419439 = -29581519.840614
  nChanged 14355
		SP:Iteration 9Q (159902.880000 sec): 3 clusters
  Score: Raw -29598691.741986 + Penalty 4140.419439 = -29594551.322547
  nChanged 8202
		SP:Iteration 10Q (159904.420000 sec): 3 clusters
  Score: Raw -29605893.100140 + Penalty 4140.419439 = -29601752.680701
  nChanged 3670
		SP:Iteration 11Q (159905.940000 sec): 3 clusters
  Score: Raw -29608817.908086 + Penalty 4140.419439 = -29604677.488647
  nChanged 1442
		SP:Iteration 12Q (159907.360000 sec): 3 clusters
  Score: Raw -29609878.484845 + Penalty 4140.419439 = -29605738.065406
  nChanged 603
		SP:Iteration 13Q (159908.730000 sec): 3 clusters
  Score: Raw -29610337.741734 + Penalty 4140.419439 = -29606197.322295
  nChanged 308
		SP:Iteration 14Q (159910.050000 sec): 3 clusters
  Score: Raw -29610578.244949 + Penalty 4140.419439 = -29606437.825510
  nChanged 198
		SP:Iteration 15Q (159911.450000 sec): 3 clusters
  Score: Raw -29610728.568889 + Penalty 4140.419439 = -29606588.149450
  nChanged 148
		SP:Iteration 16Q (159912.770000 sec): 3 clusters
  Score: Raw -29610826.587772 + Penalty 4140.419439 = -29606686.168333
  nChanged 116
		SP:Iteration 17Q (159914.220000 sec): 3 clusters
  Score: Raw -29610891.630216 + Penalty 4140.419439 = -29606751.210778
  nChanged 87
		SP:Iteration 18Q (159915.540000 sec): 3 clusters
  Score: Raw -29610932.066807 + Penalty 4140.419439 = -29606791.647369
  nChanged 73
		SP:Iteration 19Q (159916.890000 sec): 3 clusters
  Score: Raw -29610964.702333 + Penalty 4140.419439 = -29606824.282894
  nChanged 61
		SP:Iteration 20F (159918.340000 sec): 3 clusters
  Score: Raw -29610987.333458 + Penalty 4140.419439 = -29606846.914020
  nChanged 42
		SP:Iteration 21Q (159919.650000 sec): 3 clusters
  Score: Raw -29611002.441299 + Penalty 4140.419439 = -29606862.021860
  nChanged 33
		SP:Iteration 22Q (159921.020000 sec): 3 clusters
  Score: Raw -29611012.149503 + Penalty 4140.419439 = -29606871.730065
  nChanged 29
		SP:Iteration 23Q (159922.250000 sec): 3 clusters
  Score: Raw -29611022.368859 + Penalty 4140.419439 = -29606881.949420
  nChanged 22
		SP:Iteration 24Q (159923.630000 sec): 3 clusters
  Score: Raw -29611029.153199 + Penalty 4140.419439 = -29606888.733760
  nChanged 17
		SP:Iteration 25Q (159924.900000 sec): 3 clusters
  Score: Raw -29611035.545957 + Penalty 4140.419439 = -29606895.126518
  nChanged 18
		SP:Iteration 26Q (159926.240000 sec): 3 clusters
  Score: Raw -29611040.231672 + Penalty 4140.419439 = -29606899.812233
  nChanged 14
		SP:Iteration 27Q (159927.480000 sec): 3 clusters
  Score: Raw -29611043.395616 + Penalty 4140.419439 = -29606902.976177
  nChanged 15
		SP:Iteration 28Q (159928.870000 sec): 3 clusters
  Score: Raw -29611046.967377 + Penalty 4140.419439 = -29606906.547938
  nChanged 7
		SP:Iteration 29Q (159930.240000 sec): 3 clusters
  Score: Raw -29611048.263039 + Penalty 4140.419439 = -29606907.843600
  nChanged 5
		SP:Iteration 30Q (159931.570000 sec): 3 clusters
  Score: Raw -29611049.807601 + Penalty 4140.419439 = -29606909.388162
  nChanged 5
		SP:Iteration 31Q (159932.920000 sec): 3 clusters
  Score: Raw -29611050.769732 + Penalty 4140.419439 = -29606910.350293
  nChanged 2
		SP:Iteration 32Q (159934.220000 sec): 3 clusters
  Score: Raw -29611050.947426 + Penalty 4140.419439 = -29606910.527987
  nChanged 0
		SP:Iteration 33F (159935.730000 sec): 3 clusters
  Score: Raw -29611050.947426 + Penalty 4140.419439 = -29606910.527987
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 50 (7539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159936.020000 sec): 2 clusters
  Score: Raw -577267.567328 + Penalty 1450.774784 = -575816.792544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159936.230000 sec): 3 clusters
  Score: Raw -573181.313626 + Penalty 2901.549569 = -570279.764057
  nChanged 3221
		SP:Iteration 1F (159936.470000 sec): 3 clusters
  Score: Raw -575094.049519 + Penalty 2901.549569 = -572192.499950
  nChanged 590
		SP:Iteration 2F (159936.640000 sec): 3 clusters
  Score: Raw -575454.840841 + Penalty 2901.549569 = -572553.291273
  nChanged 474
		SP:Iteration 3F (159936.840000 sec): 3 clusters
  Score: Raw -575729.956068 + Penalty 2901.549569 = -572828.406499
  nChanged 381
		SP:Iteration 4F (159937.060000 sec): 3 clusters
  Score: Raw -575949.089938 + Penalty 2901.549569 = -573047.540369
  nChanged 330
		SP:Iteration 5Q (159937.300000 sec): 3 clusters
  Score: Raw -576160.741103 + Penalty 2901.549569 = -573259.191535
  nChanged 294
		SP:Iteration 6Q (159937.520000 sec): 3 clusters
  Score: Raw -576331.232722 + Penalty 2901.549569 = -573429.683153
  nChanged 254
		SP:Iteration 7Q (159937.740000 sec): 3 clusters
  Score: Raw -576481.865039 + Penalty 2901.549569 = -573580.315470
  nChanged 274
		SP:Iteration 8Q (159938.000000 sec): 3 clusters
  Score: Raw -576639.879573 + Penalty 2901.549569 = -573738.330005
  nChanged 219
		SP:Iteration 9Q (159938.180000 sec): 3 clusters
  Score: Raw -576760.857606 + Penalty 2901.549569 = -573859.308038
  nChanged 186
		SP:Iteration 10Q (159938.360000 sec): 3 clusters
  Score: Raw -576843.981233 + Penalty 2901.549569 = -573942.431664
  nChanged 144
		SP:Iteration 11Q (159938.600000 sec): 3 clusters
  Score: Raw -576917.546653 + Penalty 2901.549569 = -574015.997085
  nChanged 132
		SP:Iteration 12Q (159938.840000 sec): 3 clusters
  Score: Raw -576982.094733 + Penalty 2901.549569 = -574080.545164
  nChanged 130
		SP:Iteration 13Q (159939.050000 sec): 3 clusters
  Score: Raw -577056.322682 + Penalty 2901.549569 = -574154.773114
  nChanged 125
		SP:Iteration 14Q (159939.280000 sec): 3 clusters
  Score: Raw -577121.626716 + Penalty 2901.549569 = -574220.077147
  nChanged 119
		SP:Iteration 15Q (159939.540000 sec): 3 clusters
  Score: Raw -577192.329065 + Penalty 2901.549569 = -574290.779497
  nChanged 111
		SP:Iteration 16Q (159939.730000 sec): 3 clusters
  Score: Raw -577264.254799 + Penalty 2901.549569 = -574362.705231
  nChanged 100
		SP:Iteration 17Q (159939.960000 sec): 3 clusters
  Score: Raw -577329.936943 + Penalty 2901.549569 = -574428.387374
  nChanged 97
		SP:Iteration 18Q (159940.140000 sec): 3 clusters
  Score: Raw -577378.154661 + Penalty 2901.549569 = -574476.605093
  nChanged 78
		SP:Iteration 19Q (159940.360000 sec): 3 clusters
  Score: Raw -577412.447004 + Penalty 2901.549569 = -574510.897435
  nChanged 71
		SP:Iteration 20F (159940.580000 sec): 3 clusters
  Score: Raw -577459.804048 + Penalty 2901.549569 = -574558.254479
  nChanged 82
		SP:Iteration 21Q (159940.780000 sec): 3 clusters
  Score: Raw -577504.405337 + Penalty 2901.549569 = -574602.855768
  nChanged 91
		SP:Iteration 22Q (159941.020000 sec): 3 clusters
  Score: Raw -577552.076333 + Penalty 2901.549569 = -574650.526765
  nChanged 76
		SP:Iteration 23Q (159941.210000 sec): 3 clusters
  Score: Raw -577588.949033 + Penalty 2901.549569 = -574687.399465
  nChanged 61
		SP:Iteration 24Q (159941.430000 sec): 3 clusters
  Score: Raw -577613.557103 + Penalty 2901.549569 = -574712.007535
  nChanged 54
		SP:Iteration 25Q (159941.670000 sec): 3 clusters
  Score: Raw -577636.804024 + Penalty 2901.549569 = -574735.254456
  nChanged 35
		SP:Iteration 26Q (159941.910000 sec): 3 clusters
  Score: Raw -577650.753415 + Penalty 2901.549569 = -574749.203847
  nChanged 30
		SP:Iteration 27Q (159942.090000 sec): 3 clusters
  Score: Raw -577660.193298 + Penalty 2901.549569 = -574758.643729
  nChanged 24
		SP:Iteration 28Q (159942.300000 sec): 3 clusters
  Score: Raw -577666.907566 + Penalty 2901.549569 = -574765.357998
  nChanged 26
		SP:Iteration 29Q (159942.490000 sec): 3 clusters
  Score: Raw -577675.942573 + Penalty 2901.549569 = -574774.393005
  nChanged 26
		SP:Iteration 30Q (159942.680000 sec): 3 clusters
  Score: Raw -577686.139484 + Penalty 2901.549569 = -574784.589915
  nChanged 20
		SP:Iteration 31Q (159942.880000 sec): 3 clusters
  Score: Raw -577692.752313 + Penalty 2901.549569 = -574791.202744
  nChanged 20
		SP:Iteration 32Q (159943.060000 sec): 3 clusters
  Score: Raw -577698.292268 + Penalty 2901.549569 = -574796.742700
  nChanged 18
		SP:Iteration 33Q (159943.250000 sec): 3 clusters
  Score: Raw -577704.518977 + Penalty 2901.549569 = -574802.969409
  nChanged 21
		SP:Iteration 34Q (159943.390000 sec): 3 clusters
  Score: Raw -577715.252278 + Penalty 2901.549569 = -574813.702709
  nChanged 26
		SP:Iteration 35Q (159943.610000 sec): 3 clusters
  Score: Raw -577724.637796 + Penalty 2901.549569 = -574823.088227
  nChanged 21
		SP:Iteration 36Q (159943.800000 sec): 3 clusters
  Score: Raw -577733.983286 + Penalty 2901.549569 = -574832.433717
  nChanged 23
		SP:Iteration 37Q (159944.020000 sec): 3 clusters
  Score: Raw -577741.726304 + Penalty 2901.549569 = -574840.176735
  nChanged 15
		SP:Iteration 38Q (159944.180000 sec): 3 clusters
  Score: Raw -577746.085308 + Penalty 2901.549569 = -574844.535739
  nChanged 18
		SP:Iteration 39Q (159944.430000 sec): 3 clusters
  Score: Raw -577753.495869 + Penalty 2901.549569 = -574851.946300
  nChanged 19
		SP:Iteration 40F (159944.610000 sec): 3 clusters
  Score: Raw -577759.186999 + Penalty 2901.549569 = -574857.637430
  nChanged 21
		SP:Iteration 41Q (159944.850000 sec): 3 clusters
  Score: Raw -577765.813481 + Penalty 2901.549569 = -574864.263913
  nChanged 18
		SP:Iteration 42Q (159945.030000 sec): 3 clusters
  Score: Raw -577771.448383 + Penalty 2901.549569 = -574869.898815
  nChanged 15
		SP:Iteration 43Q (159945.250000 sec): 3 clusters
  Score: Raw -577775.860880 + Penalty 2901.549569 = -574874.311312
  nChanged 15
		SP:Iteration 44Q (159945.420000 sec): 3 clusters
  Score: Raw -577780.816605 + Penalty 2901.549569 = -574879.267037
  nChanged 12
		SP:Iteration 45Q (159945.620000 sec): 3 clusters
  Score: Raw -577784.263463 + Penalty 2901.549569 = -574882.713895
  nChanged 12
		SP:Iteration 46Q (159945.850000 sec): 3 clusters
  Score: Raw -577787.819671 + Penalty 2901.549569 = -574886.270102
  nChanged 8
		SP:Iteration 47Q (159946.010000 sec): 3 clusters
  Score: Raw -577790.158276 + Penalty 2901.549569 = -574888.608707
  nChanged 9
		SP:Iteration 48Q (159946.250000 sec): 3 clusters
  Score: Raw -577793.389329 + Penalty 2901.549569 = -574891.839760
  nChanged 7
		SP:Iteration 49Q (159946.480000 sec): 3 clusters
  Score: Raw -577795.355456 + Penalty 2901.549569 = -574893.805887
  nChanged 4
		SP:Iteration 50Q (159946.690000 sec): 3 clusters
  Score: Raw -577796.752508 + Penalty 2901.549569 = -574895.202939
  nChanged 1
		SP:Iteration 51Q (159946.860000 sec): 3 clusters
  Score: Raw -577796.922535 + Penalty 2901.549569 = -574895.372966
  nChanged 2
		SP:Iteration 52Q (159947.050000 sec): 3 clusters
  Score: Raw -577797.268290 + Penalty 2901.549569 = -574895.718722
  nChanged 1
		SP:Iteration 53Q (159947.260000 sec): 3 clusters
  Score: Raw -577797.353445 + Penalty 2901.549569 = -574895.803876
  nChanged 0
		SP:Iteration 54F (159947.480000 sec): 3 clusters
  Score: Raw -577797.353445 + Penalty 2901.549569 = -574895.803876
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 51 (7015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159947.590000 sec): 2 clusters
  Score: Raw -587006.389087 + Penalty 1439.068474 = -585567.320613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159947.890000 sec): 3 clusters
  Score: Raw -583182.631144 + Penalty 2878.136948 = -580304.494197
  nChanged 2982
		SP:Iteration 1F (159948.100000 sec): 3 clusters
  Score: Raw -584933.759784 + Penalty 2878.136948 = -582055.622837
  nChanged 611
		SP:Iteration 2F (159948.330000 sec): 3 clusters
  Score: Raw -585424.336727 + Penalty 2878.136948 = -582546.199779
  nChanged 599
		SP:Iteration 3F (159948.530000 sec): 3 clusters
  Score: Raw -585982.261303 + Penalty 2878.136948 = -583104.124355
  nChanged 568
		SP:Iteration 4F (159948.740000 sec): 3 clusters
  Score: Raw -586521.267032 + Penalty 2878.136948 = -583643.130084
  nChanged 466
		SP:Iteration 5F (159948.930000 sec): 3 clusters
  Score: Raw -586889.767721 + Penalty 2878.136948 = -584011.630773
  nChanged 332
		SP:Iteration 6Q (159949.170000 sec): 3 clusters
  Score: Raw -587124.027945 + Penalty 2878.136948 = -584245.890997
  nChanged 233
		SP:Iteration 7Q (159949.360000 sec): 3 clusters
  Score: Raw -587264.530443 + Penalty 2878.136948 = -584386.393495
  nChanged 173
		SP:Iteration 8Q (159949.560000 sec): 3 clusters
  Score: Raw -587343.576481 + Penalty 2878.136948 = -584465.439533
  nChanged 121
		SP:Iteration 9Q (159949.820000 sec): 3 clusters
  Score: Raw -587393.067835 + Penalty 2878.136948 = -584514.930888
  nChanged 90
		SP:Iteration 10Q (159950.020000 sec): 3 clusters
  Score: Raw -587430.173098 + Penalty 2878.136948 = -584552.036150
  nChanged 78
		SP:Iteration 11Q (159950.230000 sec): 3 clusters
  Score: Raw -587459.300091 + Penalty 2878.136948 = -584581.163143
  nChanged 67
		SP:Iteration 12Q (159950.430000 sec): 3 clusters
  Score: Raw -587478.771041 + Penalty 2878.136948 = -584600.634094
  nChanged 55
		SP:Iteration 13Q (159950.650000 sec): 3 clusters
  Score: Raw -587496.611532 + Penalty 2878.136948 = -584618.474585
  nChanged 57
		SP:Iteration 14Q (159950.890000 sec): 3 clusters
  Score: Raw -587511.955045 + Penalty 2878.136948 = -584633.818097
  nChanged 38
		SP:Iteration 15Q (159951.080000 sec): 3 clusters
  Score: Raw -587519.867844 + Penalty 2878.136948 = -584641.730896
  nChanged 34
		SP:Iteration 16Q (159951.340000 sec): 3 clusters
  Score: Raw -587528.696941 + Penalty 2878.136948 = -584650.559993
  nChanged 26
		SP:Iteration 17Q (159951.570000 sec): 3 clusters
  Score: Raw -587534.269731 + Penalty 2878.136948 = -584656.132783
  nChanged 24
		SP:Iteration 18Q (159951.750000 sec): 3 clusters
  Score: Raw -587538.480863 + Penalty 2878.136948 = -584660.343915
  nChanged 11
		SP:Iteration 19Q (159951.970000 sec): 3 clusters
  Score: Raw -587540.761510 + Penalty 2878.136948 = -584662.624562
  nChanged 7
		SP:Iteration 20F (159952.200000 sec): 3 clusters
  Score: Raw -587541.870815 + Penalty 2878.136948 = -584663.733867
  nChanged 6
		SP:Iteration 21Q (159952.390000 sec): 3 clusters
  Score: Raw -587543.120796 + Penalty 2878.136948 = -584664.983849
  nChanged 8
		SP:Iteration 22Q (159952.650000 sec): 3 clusters
  Score: Raw -587545.057053 + Penalty 2878.136948 = -584666.920105
  nChanged 7
		SP:Iteration 23Q (159952.880000 sec): 3 clusters
  Score: Raw -587546.078896 + Penalty 2878.136948 = -584667.941949
  nChanged 5
		SP:Iteration 24Q (159953.130000 sec): 3 clusters
  Score: Raw -587546.716056 + Penalty 2878.136948 = -584668.579109
  nChanged 3
		SP:Iteration 25Q (159953.270000 sec): 3 clusters
  Score: Raw -587547.150155 + Penalty 2878.136948 = -584669.013208
  nChanged 4
		SP:Iteration 26Q (159953.490000 sec): 3 clusters
  Score: Raw -587547.656528 + Penalty 2878.136948 = -584669.519581
  nChanged 2
		SP:Iteration 27Q (159953.710000 sec): 3 clusters
  Score: Raw -587547.983017 + Penalty 2878.136948 = -584669.846069
  nChanged 2
		SP:Iteration 28Q (159953.960000 sec): 3 clusters
  Score: Raw -587548.435598 + Penalty 2878.136948 = -584670.298651
  nChanged 3
		SP:Iteration 29Q (159954.160000 sec): 3 clusters
  Score: Raw -587548.895728 + Penalty 2878.136948 = -584670.758781
  nChanged 6
		SP:Iteration 30Q (159954.370000 sec): 3 clusters
  Score: Raw -587550.027995 + Penalty 2878.136948 = -584671.891047
  nChanged 7
		SP:Iteration 31Q (159954.570000 sec): 3 clusters
  Score: Raw -587551.224435 + Penalty 2878.136948 = -584673.087487
  nChanged 5
		SP:Iteration 32Q (159954.830000 sec): 3 clusters
  Score: Raw -587551.722284 + Penalty 2878.136948 = -584673.585337
  nChanged 3
		SP:Iteration 33Q (159955.060000 sec): 3 clusters
  Score: Raw -587552.136589 + Penalty 2878.136948 = -584673.999641
  nChanged 2
		SP:Iteration 34Q (159955.290000 sec): 3 clusters
  Score: Raw -587552.575880 + Penalty 2878.136948 = -584674.438932
  nChanged 3
		SP:Iteration 35Q (159955.470000 sec): 3 clusters
  Score: Raw -587553.309175 + Penalty 2878.136948 = -584675.172227
  nChanged 3
		SP:Iteration 36Q (159955.680000 sec): 3 clusters
  Score: Raw -587553.963981 + Penalty 2878.136948 = -584675.827034
  nChanged 0
		SP:Iteration 37F (159955.840000 sec): 3 clusters
  Score: Raw -587553.963981 + Penalty 2878.136948 = -584675.827034
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 52 (1312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159955.930000 sec): 2 clusters
  Score: Raw -106507.070781 + Penalty 1166.637545 = -105340.433236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159956.050000 sec): 3 clusters
  Score: Raw -105999.313671 + Penalty 2333.275090 = -103666.038581
  nChanged 431
		SP:Iteration 1F (159956.150000 sec): 3 clusters
  Score: Raw -106427.026550 + Penalty 2333.275090 = -104093.751459
  nChanged 126
		SP:Iteration 2F (159956.240000 sec): 3 clusters
  Score: Raw -106580.938615 + Penalty 2333.275090 = -104247.663525
  nChanged 82
		SP:Iteration 3F (159956.340000 sec): 3 clusters
  Score: Raw -106709.482382 + Penalty 2333.275090 = -104376.207292
  nChanged 69
		SP:Iteration 4F (159956.430000 sec): 3 clusters
  Score: Raw -106856.781903 + Penalty 2333.275090 = -104523.506813
  nChanged 81
		SP:Iteration 5F (159956.590000 sec): 3 clusters
  Score: Raw -107061.573183 + Penalty 2333.275090 = -104728.298093
  nChanged 61
		SP:Iteration 6Q (159956.770000 sec): 3 clusters
  Score: Raw -107327.060279 + Penalty 2333.275090 = -104993.785189
  nChanged 61
		SP:Iteration 7Q (159956.910000 sec): 3 clusters
  Score: Raw -107438.980769 + Penalty 2333.275090 = -105105.705679
  nChanged 49
		SP:Iteration 8Q (159957.140000 sec): 3 clusters
  Score: Raw -107499.497465 + Penalty 2333.275090 = -105166.222375
  nChanged 46
		SP:Iteration 9Q (159957.300000 sec): 3 clusters
  Score: Raw -107571.283824 + Penalty 2333.275090 = -105238.008734
  nChanged 53
		SP:Iteration 10Q (159957.480000 sec): 3 clusters
  Score: Raw -107660.784727 + Penalty 2333.275090 = -105327.509637
  nChanged 55
		SP:Iteration 11Q (159957.680000 sec): 3 clusters
  Score: Raw -107791.688553 + Penalty 2333.275090 = -105458.413463
  nChanged 57
		SP:Iteration 12Q (159957.860000 sec): 3 clusters
  Score: Raw -107948.579927 + Penalty 2333.275090 = -105615.304836
  nChanged 43
		SP:Iteration 13Q (159958.080000 sec): 3 clusters
  Score: Raw -108050.203305 + Penalty 2333.275090 = -105716.928215
  nChanged 32
		SP:Iteration 14Q (159958.240000 sec): 3 clusters
  Score: Raw -108090.256320 + Penalty 2333.275090 = -105756.981230
  nChanged 14
		SP:Iteration 15Q (159958.440000 sec): 3 clusters
  Score: Raw -108109.344996 + Penalty 2333.275090 = -105776.069906
  nChanged 5
		SP:Iteration 16Q (159958.630000 sec): 3 clusters
  Score: Raw -108112.740544 + Penalty 2333.275090 = -105779.465454
  nChanged 6
		SP:Iteration 17Q (159958.840000 sec): 3 clusters
  Score: Raw -108117.549228 + Penalty 2333.275090 = -105784.274137
  nChanged 10
		SP:Iteration 18Q (159959.020000 sec): 3 clusters
  Score: Raw -108125.842935 + Penalty 2333.275090 = -105792.567845
  nChanged 6
		SP:Iteration 19Q (159959.150000 sec): 3 clusters
  Score: Raw -108130.497421 + Penalty 2333.275090 = -105797.222331
  nChanged 4
		SP:Iteration 20F (159959.300000 sec): 3 clusters
  Score: Raw -108132.873902 + Penalty 2333.275090 = -105799.598812
  nChanged 2
		SP:Iteration 21Q (159959.490000 sec): 3 clusters
  Score: Raw -108133.792775 + Penalty 2333.275090 = -105800.517685
  nChanged 1
		SP:Iteration 22Q (159959.660000 sec): 3 clusters
  Score: Raw -108134.037891 + Penalty 2333.275090 = -105800.762801
  nChanged 2
		SP:Iteration 23Q (159959.810000 sec): 3 clusters
  Score: Raw -108136.483779 + Penalty 2333.275090 = -105803.208689
  nChanged 2
		SP:Iteration 24Q (159960.020000 sec): 3 clusters
  Score: Raw -108137.481432 + Penalty 2333.275090 = -105804.206342
  nChanged 1
		SP:Iteration 25Q (159960.220000 sec): 3 clusters
  Score: Raw -108138.016635 + Penalty 2333.275090 = -105804.741545
  nChanged 2
		SP:Iteration 26Q (159960.450000 sec): 3 clusters
  Score: Raw -108139.944261 + Penalty 2333.275090 = -105806.669171
  nChanged 3
		SP:Iteration 27Q (159960.630000 sec): 3 clusters
  Score: Raw -108142.819122 + Penalty 2333.275090 = -105809.544032
  nChanged 1
		SP:Iteration 28Q (159960.860000 sec): 3 clusters
  Score: Raw -108144.013542 + Penalty 2333.275090 = -105810.738452
  nChanged 2
		SP:Iteration 29Q (159961.040000 sec): 3 clusters
  Score: Raw -108145.635217 + Penalty 2333.275090 = -105812.360127
  nChanged 2
		SP:Iteration 30Q (159961.250000 sec): 3 clusters
  Score: Raw -108146.493254 + Penalty 2333.275090 = -105813.218163
  nChanged 0
		SP:Iteration 31F (159961.400000 sec): 3 clusters
  Score: Raw -108146.493254 + Penalty 2333.275090 = -105813.218163
  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 10.71 GB.

 Trying to split cluster 53 (3280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159961.520000 sec): 2 clusters
  Score: Raw -242065.665151 + Penalty 1315.534789 = -240750.130362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159961.700000 sec): 3 clusters
  Score: Raw -240537.566504 + Penalty 2631.069578 = -237906.496926
  nChanged 1272
		SP:Iteration 1F (159961.880000 sec): 3 clusters
  Score: Raw -241506.959428 + Penalty 2631.069578 = -238875.889850
  nChanged 345
		SP:Iteration 2F (159962.090000 sec): 3 clusters
  Score: Raw -241902.885776 + Penalty 2631.069578 = -239271.816198
  nChanged 305
		SP:Iteration 3F (159962.280000 sec): 3 clusters
  Score: Raw -242285.929959 + Penalty 2631.069578 = -239654.860381
  nChanged 219
		SP:Iteration 4F (159962.490000 sec): 3 clusters
  Score: Raw -242609.710709 + Penalty 2631.069578 = -239978.641131
  nChanged 201
		SP:Iteration 5F (159962.680000 sec): 3 clusters
  Score: Raw -242860.682528 + Penalty 2631.069578 = -240229.612950
  nChanged 140
		SP:Iteration 6Q (159962.830000 sec): 3 clusters
  Score: Raw -242978.201316 + Penalty 2631.069578 = -240347.131738
  nChanged 92
		SP:Iteration 7Q (159963.080000 sec): 3 clusters
  Score: Raw -243042.769060 + Penalty 2631.069578 = -240411.699482
  nChanged 61
		SP:Iteration 8Q (159963.250000 sec): 3 clusters
  Score: Raw -243083.868598 + Penalty 2631.069578 = -240452.799020
  nChanged 38
		SP:Iteration 9Q (159963.460000 sec): 3 clusters
  Score: Raw -243108.523628 + Penalty 2631.069578 = -240477.454050
  nChanged 26
		SP:Iteration 10Q (159963.680000 sec): 3 clusters
  Score: Raw -243121.042538 + Penalty 2631.069578 = -240489.972960
  nChanged 17
		SP:Iteration 11Q (159963.870000 sec): 3 clusters
  Score: Raw -243129.224709 + Penalty 2631.069578 = -240498.155131
  nChanged 11
		SP:Iteration 12Q (159964.040000 sec): 3 clusters
  Score: Raw -243133.474650 + Penalty 2631.069578 = -240502.405072
  nChanged 5
		SP:Iteration 13Q (159964.250000 sec): 3 clusters
  Score: Raw -243138.425438 + Penalty 2631.069578 = -240507.355860
  nChanged 4
		SP:Iteration 14Q (159964.450000 sec): 3 clusters
  Score: Raw -243140.427651 + Penalty 2631.069578 = -240509.358073
  nChanged 1
		SP:Iteration 15Q (159964.670000 sec): 3 clusters
  Score: Raw -243140.957231 + Penalty 2631.069578 = -240509.887653
  nChanged 1
		SP:Iteration 16Q (159964.840000 sec): 3 clusters
  Score: Raw -243141.650579 + Penalty 2631.069578 = -240510.581001
  nChanged 2
		SP:Iteration 17Q (159965.030000 sec): 3 clusters
  Score: Raw -243143.629982 + Penalty 2631.069578 = -240512.560404
  nChanged 5
		SP:Iteration 18Q (159965.210000 sec): 3 clusters
  Score: Raw -243144.980254 + Penalty 2631.069578 = -240513.910676
  nChanged 2
		SP:Iteration 19Q (159965.400000 sec): 3 clusters
  Score: Raw -243145.634247 + Penalty 2631.069578 = -240514.564669
  nChanged 1
		SP:Iteration 20F (159965.580000 sec): 3 clusters
  Score: Raw -243145.890885 + Penalty 2631.069578 = -240514.821307
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 54 (3562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159965.700000 sec): 2 clusters
  Score: Raw -317041.464000 + Penalty 1328.937588 = -315712.526412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159965.920000 sec): 3 clusters
  Score: Raw -315298.560199 + Penalty 2657.875176 = -312640.685023
  nChanged 1410
		SP:Iteration 1F (159966.080000 sec): 3 clusters
  Score: Raw -316094.253212 + Penalty 2657.875176 = -313436.378036
  nChanged 253
		SP:Iteration 2F (159966.260000 sec): 3 clusters
  Score: Raw -316220.573698 + Penalty 2657.875176 = -313562.698522
  nChanged 160
		SP:Iteration 3Q (159966.450000 sec): 3 clusters
  Score: Raw -316296.104166 + Penalty 2657.875176 = -313638.228990
  nChanged 115
		SP:Iteration 4Q (159966.640000 sec): 3 clusters
  Score: Raw -316350.953087 + Penalty 2657.875176 = -313693.077911
  nChanged 83
		SP:Iteration 5Q (159966.840000 sec): 3 clusters
  Score: Raw -316385.424213 + Penalty 2657.875176 = -313727.549037
  nChanged 75
		SP:Iteration 6Q (159966.990000 sec): 3 clusters
  Score: Raw -316420.472183 + Penalty 2657.875176 = -313762.597007
  nChanged 57
		SP:Iteration 7Q (159967.180000 sec): 3 clusters
  Score: Raw -316446.129589 + Penalty 2657.875176 = -313788.254413
  nChanged 61
		SP:Iteration 8Q (159967.380000 sec): 3 clusters
  Score: Raw -316473.548545 + Penalty 2657.875176 = -313815.673369
  nChanged 67
		SP:Iteration 9Q (159967.620000 sec): 3 clusters
  Score: Raw -316500.256669 + Penalty 2657.875176 = -313842.381493
  nChanged 50
		SP:Iteration 10Q (159967.790000 sec): 3 clusters
  Score: Raw -316516.946303 + Penalty 2657.875176 = -313859.071127
  nChanged 34
		SP:Iteration 11Q (159968.010000 sec): 3 clusters
  Score: Raw -316530.946152 + Penalty 2657.875176 = -313873.070976
  nChanged 35
		SP:Iteration 12Q (159968.190000 sec): 3 clusters
  Score: Raw -316541.125878 + Penalty 2657.875176 = -313883.250702
  nChanged 22
		SP:Iteration 13Q (159968.430000 sec): 3 clusters
  Score: Raw -316549.789944 + Penalty 2657.875176 = -313891.914768
  nChanged 29
		SP:Iteration 14Q (159968.640000 sec): 3 clusters
  Score: Raw -316559.316766 + Penalty 2657.875176 = -313901.441590
  nChanged 24
		SP:Iteration 15Q (159968.810000 sec): 3 clusters
  Score: Raw -316564.719687 + Penalty 2657.875176 = -313906.844511
  nChanged 12
		SP:Iteration 16Q (159969.000000 sec): 3 clusters
  Score: Raw -316569.762409 + Penalty 2657.875176 = -313911.887234
  nChanged 22
		SP:Iteration 17Q (159969.180000 sec): 3 clusters
  Score: Raw -316575.383771 + Penalty 2657.875176 = -313917.508595
  nChanged 19
		SP:Iteration 18Q (159969.380000 sec): 3 clusters
  Score: Raw -316579.182245 + Penalty 2657.875176 = -313921.307070
  nChanged 10
		SP:Iteration 19Q (159969.590000 sec): 3 clusters
  Score: Raw -316581.639205 + Penalty 2657.875176 = -313923.764029
  nChanged 7
		SP:Iteration 20F (159969.810000 sec): 3 clusters
  Score: Raw -316583.390340 + Penalty 2657.875176 = -313925.515164
  nChanged 8
		SP:Iteration 21Q (159970.000000 sec): 3 clusters
  Score: Raw -316584.737900 + Penalty 2657.875176 = -313926.862724
  nChanged 7
		SP:Iteration 22Q (159970.230000 sec): 3 clusters
  Score: Raw -316586.418426 + Penalty 2657.875176 = -313928.543251
  nChanged 5
		SP:Iteration 23Q (159970.440000 sec): 3 clusters
  Score: Raw -316588.386707 + Penalty 2657.875176 = -313930.511531
  nChanged 7
		SP:Iteration 24Q (159970.620000 sec): 3 clusters
  Score: Raw -316589.795583 + Penalty 2657.875176 = -313931.920407
  nChanged 6
		SP:Iteration 25Q (159970.810000 sec): 3 clusters
  Score: Raw -316590.550632 + Penalty 2657.875176 = -313932.675456
  nChanged 4
		SP:Iteration 26Q (159971.010000 sec): 3 clusters
  Score: Raw -316591.811461 + Penalty 2657.875176 = -313933.936285
  nChanged 2
		SP:Iteration 27Q (159971.230000 sec): 3 clusters
  Score: Raw -316592.015131 + Penalty 2657.875176 = -313934.139955
  nChanged 1
		SP:Iteration 28Q (159971.400000 sec): 3 clusters
  Score: Raw -316592.398578 + Penalty 2657.875176 = -313934.523402
  nChanged 4
		SP:Iteration 29Q (159971.560000 sec): 3 clusters
  Score: Raw -316593.070505 + Penalty 2657.875176 = -313935.195330
  nChanged 2
		SP:Iteration 30Q (159971.740000 sec): 3 clusters
  Score: Raw -316593.775499 + Penalty 2657.875176 = -313935.900323
  nChanged 3
		SP:Iteration 31Q (159971.900000 sec): 3 clusters
  Score: Raw -316595.249194 + Penalty 2657.875176 = -313937.374019
  nChanged 9
		SP:Iteration 32Q (159972.110000 sec): 3 clusters
  Score: Raw -316598.128794 + Penalty 2657.875176 = -313940.253618
  nChanged 8
		SP:Iteration 33Q (159972.280000 sec): 3 clusters
  Score: Raw -316599.643348 + Penalty 2657.875176 = -313941.768172
  nChanged 10
		SP:Iteration 34Q (159972.530000 sec): 3 clusters
  Score: Raw -316602.111133 + Penalty 2657.875176 = -313944.235957
  nChanged 8
		SP:Iteration 35Q (159972.670000 sec): 3 clusters
  Score: Raw -316603.669222 + Penalty 2657.875176 = -313945.794046
  nChanged 6
		SP:Iteration 36Q (159972.900000 sec): 3 clusters
  Score: Raw -316604.930896 + Penalty 2657.875176 = -313947.055720
  nChanged 2
		SP:Iteration 37Q (159973.060000 sec): 3 clusters
  Score: Raw -316605.593016 + Penalty 2657.875176 = -313947.717840
  nChanged 4
		SP:Iteration 38Q (159973.280000 sec): 3 clusters
  Score: Raw -316606.828460 + Penalty 2657.875176 = -313948.953285
  nChanged 2
		SP:Iteration 39Q (159973.530000 sec): 3 clusters
  Score: Raw -316607.837423 + Penalty 2657.875176 = -313949.962247
  nChanged 2
		SP:Iteration 40F (159973.690000 sec): 3 clusters
  Score: Raw -316608.162437 + Penalty 2657.875176 = -313950.287261
  nChanged 2
		SP:Iteration 41Q (159973.960000 sec): 3 clusters
  Score: Raw -316609.061053 + Penalty 2657.875176 = -313951.185877
  nChanged 1
		SP:Iteration 42Q (159974.180000 sec): 3 clusters
  Score: Raw -316609.393460 + Penalty 2657.875176 = -313951.518284
  nChanged 4
		SP:Iteration 43Q (159974.380000 sec): 3 clusters
  Score: Raw -316610.808623 + Penalty 2657.875176 = -313952.933447
  nChanged 5
		SP:Iteration 44Q (159974.590000 sec): 3 clusters
  Score: Raw -316612.133966 + Penalty 2657.875176 = -313954.258790
  nChanged 4
		SP:Iteration 45Q (159974.810000 sec): 3 clusters
  Score: Raw -316613.193435 + Penalty 2657.875176 = -313955.318259
  nChanged 7
		SP:Iteration 46Q (159974.960000 sec): 3 clusters
  Score: Raw -316616.211401 + Penalty 2657.875176 = -313958.336225
  nChanged 13
		SP:Iteration 47Q (159975.190000 sec): 3 clusters
  Score: Raw -316618.720725 + Penalty 2657.875176 = -313960.845549
  nChanged 8
		SP:Iteration 48Q (159975.400000 sec): 3 clusters
  Score: Raw -316620.124269 + Penalty 2657.875176 = -313962.249093
  nChanged 7
		SP:Iteration 49Q (159975.560000 sec): 3 clusters
  Score: Raw -316622.415201 + Penalty 2657.875176 = -313964.540025
  nChanged 10
		SP:Iteration 50Q (159975.750000 sec): 3 clusters
  Score: Raw -316625.361841 + Penalty 2657.875176 = -313967.486665
  nChanged 10
		SP:Iteration 51Q (159975.910000 sec): 3 clusters
  Score: Raw -316630.261167 + Penalty 2657.875176 = -313972.385991
  nChanged 14
		SP:Iteration 52Q (159976.140000 sec): 3 clusters
  Score: Raw -316635.988692 + Penalty 2657.875176 = -313978.113516
  nChanged 19
		SP:Iteration 53Q (159976.320000 sec): 3 clusters
  Score: Raw -316644.023633 + Penalty 2657.875176 = -313986.148458
  nChanged 20
		SP:Iteration 54Q (159976.460000 sec): 3 clusters
  Score: Raw -316653.635438 + Penalty 2657.875176 = -313995.760262
  nChanged 19
		SP:Iteration 55Q (159976.670000 sec): 3 clusters
  Score: Raw -316659.297288 + Penalty 2657.875176 = -314001.422112
  nChanged 17
		SP:Iteration 56Q (159976.900000 sec): 3 clusters
  Score: Raw -316664.110723 + Penalty 2657.875176 = -314006.235548
  nChanged 13
		SP:Iteration 57Q (159977.080000 sec): 3 clusters
  Score: Raw -316668.323085 + Penalty 2657.875176 = -314010.447909
  nChanged 16
		SP:Iteration 58Q (159977.240000 sec): 3 clusters
  Score: Raw -316674.675734 + Penalty 2657.875176 = -314016.800559
  nChanged 22
		SP:Iteration 59Q (159977.420000 sec): 3 clusters
  Score: Raw -316683.439153 + Penalty 2657.875176 = -314025.563977
  nChanged 26
		SP:Iteration 60F (159977.600000 sec): 3 clusters
  Score: Raw -316693.367457 + Penalty 2657.875176 = -314035.492281
  nChanged 23
		SP:Iteration 61Q (159977.800000 sec): 3 clusters
  Score: Raw -316701.670257 + Penalty 2657.875176 = -314043.795082
  nChanged 20
		SP:Iteration 62Q (159978.020000 sec): 3 clusters
  Score: Raw -316706.492522 + Penalty 2657.875176 = -314048.617346
  nChanged 16
		SP:Iteration 63Q (159978.180000 sec): 3 clusters
  Score: Raw -316710.173224 + Penalty 2657.875176 = -314052.298048
  nChanged 12
		SP:Iteration 64Q (159978.350000 sec): 3 clusters
  Score: Raw -316713.432853 + Penalty 2657.875176 = -314055.557677
  nChanged 9
		SP:Iteration 65Q (159978.530000 sec): 3 clusters
  Score: Raw -316715.785668 + Penalty 2657.875176 = -314057.910492
  nChanged 10
		SP:Iteration 66Q (159978.730000 sec): 3 clusters
  Score: Raw -316719.635832 + Penalty 2657.875176 = -314061.760656
  nChanged 6
		SP:Iteration 67Q (159978.940000 sec): 3 clusters
  Score: Raw -316721.539950 + Penalty 2657.875176 = -314063.664775
  nChanged 6
		SP:Iteration 68Q (159979.120000 sec): 3 clusters
  Score: Raw -316722.862772 + Penalty 2657.875176 = -314064.987596
  nChanged 3
		SP:Iteration 69Q (159979.360000 sec): 3 clusters
  Score: Raw -316723.395629 + Penalty 2657.875176 = -314065.520453
  nChanged 3
		SP:Iteration 70Q (159979.510000 sec): 3 clusters
  Score: Raw -316724.441978 + Penalty 2657.875176 = -314066.566802
  nChanged 2
		SP:Iteration 71Q (159979.720000 sec): 3 clusters
  Score: Raw -316725.227631 + Penalty 2657.875176 = -314067.352455
  nChanged 3
		SP:Iteration 72Q (159979.890000 sec): 3 clusters
  Score: Raw -316725.882190 + Penalty 2657.875176 = -314068.007015
  nChanged 4
		SP:Iteration 73Q (159980.080000 sec): 3 clusters
  Score: Raw -316726.645731 + Penalty 2657.875176 = -314068.770555
  nChanged 3
		SP:Iteration 74Q (159980.250000 sec): 3 clusters
  Score: Raw -316727.546502 + Penalty 2657.875176 = -314069.671327
  nChanged 4
		SP:Iteration 75Q (159980.460000 sec): 3 clusters
  Score: Raw -316729.564892 + Penalty 2657.875176 = -314071.689716
  nChanged 4
		SP:Iteration 76Q (159980.640000 sec): 3 clusters
  Score: Raw -316730.708672 + Penalty 2657.875176 = -314072.833496
  nChanged 6
		SP:Iteration 77Q (159980.810000 sec): 3 clusters
  Score: Raw -316732.881030 + Penalty 2657.875176 = -314075.005854
  nChanged 12
		SP:Iteration 78Q (159980.980000 sec): 3 clusters
  Score: Raw -316735.411120 + Penalty 2657.875176 = -314077.535944
  nChanged 6
		SP:Iteration 79Q (159981.140000 sec): 3 clusters
  Score: Raw -316736.889330 + Penalty 2657.875176 = -314079.014154
  nChanged 5
		SP:Iteration 80F (159981.370000 sec): 3 clusters
  Score: Raw -316738.182501 + Penalty 2657.875176 = -314080.307325
  nChanged 5
		SP:Iteration 81Q (159981.560000 sec): 3 clusters
  Score: Raw -316739.352444 + Penalty 2657.875176 = -314081.477268
  nChanged 4
		SP:Iteration 82Q (159981.760000 sec): 3 clusters
  Score: Raw -316740.062772 + Penalty 2657.875176 = -314082.187597
  nChanged 4
		SP:Iteration 83Q (159981.930000 sec): 3 clusters
  Score: Raw -316740.780062 + Penalty 2657.875176 = -314082.904886
  nChanged 2
		SP:Iteration 84Q (159982.140000 sec): 3 clusters
  Score: Raw -316741.035136 + Penalty 2657.875176 = -314083.159960
  nChanged 2
		SP:Iteration 85Q (159982.300000 sec): 3 clusters
  Score: Raw -316741.593101 + Penalty 2657.875176 = -314083.717925
  nChanged 2
		SP:Iteration 86Q (159982.480000 sec): 3 clusters
  Score: Raw -316741.787800 + Penalty 2657.875176 = -314083.912625
  nChanged 1
		SP:Iteration 87Q (159982.720000 sec): 3 clusters
  Score: Raw -316741.843203 + Penalty 2657.875176 = -314083.968027
  nChanged 1
		SP:Iteration 88Q (159982.910000 sec): 3 clusters
  Score: Raw -316741.910008 + Penalty 2657.875176 = -314084.034832
  nChanged 1
		SP:Iteration 89Q (159983.150000 sec): 3 clusters
  Score: Raw -316741.947845 + Penalty 2657.875176 = -314084.072670
  nChanged 0
		SP:Iteration 90F (159983.340000 sec): 3 clusters
  Score: Raw -316741.947845 + Penalty 2657.875176 = -314084.072670
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 55 (8151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159983.480000 sec): 2 clusters
  Score: Raw -698243.911454 + Penalty 1463.458083 = -696780.453370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159983.720000 sec): 3 clusters
  Score: Raw -693686.974996 + Penalty 2926.916167 = -690760.058829
  nChanged 3466
		SP:Iteration 1F (159983.980000 sec): 3 clusters
  Score: Raw -695540.185593 + Penalty 2926.916167 = -692613.269426
  nChanged 488
		SP:Iteration 2F (159984.220000 sec): 3 clusters
  Score: Raw -695740.415341 + Penalty 2926.916167 = -692813.499175
  nChanged 403
		SP:Iteration 3Q (159984.430000 sec): 3 clusters
  Score: Raw -695896.907879 + Penalty 2926.916167 = -692969.991712
  nChanged 344
		SP:Iteration 4Q (159984.640000 sec): 3 clusters
  Score: Raw -696044.863501 + Penalty 2926.916167 = -693117.947334
  nChanged 324
		SP:Iteration 5Q (159984.860000 sec): 3 clusters
  Score: Raw -696182.995617 + Penalty 2926.916167 = -693256.079450
  nChanged 270
		SP:Iteration 6Q (159985.090000 sec): 3 clusters
  Score: Raw -696299.999740 + Penalty 2926.916167 = -693373.083573
  nChanged 260
		SP:Iteration 7Q (159985.290000 sec): 3 clusters
  Score: Raw -696414.900893 + Penalty 2926.916167 = -693487.984726
  nChanged 279
		SP:Iteration 8Q (159985.520000 sec): 3 clusters
  Score: Raw -696543.993001 + Penalty 2926.916167 = -693617.076834
  nChanged 286
		SP:Iteration 9Q (159985.790000 sec): 3 clusters
  Score: Raw -696741.953320 + Penalty 2926.916167 = -693815.037153
  nChanged 371
		SP:Iteration 10Q (159985.970000 sec): 3 clusters
  Score: Raw -697075.581371 + Penalty 2926.916167 = -694148.665204
  nChanged 461
		SP:Iteration 11F (159986.160000 sec): 3 clusters
  Score: Raw -697486.702516 + Penalty 2926.916167 = -694559.786349
  nChanged 409
		SP:Iteration 12F (159986.420000 sec): 3 clusters
  Score: Raw -697859.400101 + Penalty 2926.916167 = -694932.483934
  nChanged 339
		SP:Iteration 13Q (159986.650000 sec): 3 clusters
  Score: Raw -698111.541240 + Penalty 2926.916167 = -695184.625073
  nChanged 254
		SP:Iteration 14Q (159986.850000 sec): 3 clusters
  Score: Raw -698241.012599 + Penalty 2926.916167 = -695314.096432
  nChanged 165
		SP:Iteration 15Q (159987.110000 sec): 3 clusters
  Score: Raw -698314.737642 + Penalty 2926.916167 = -695387.821475
  nChanged 118
		SP:Iteration 16Q (159987.310000 sec): 3 clusters
  Score: Raw -698364.670162 + Penalty 2926.916167 = -695437.753995
  nChanged 97
		SP:Iteration 17Q (159987.510000 sec): 3 clusters
  Score: Raw -698401.958012 + Penalty 2926.916167 = -695475.041845
  nChanged 78
		SP:Iteration 18Q (159987.730000 sec): 3 clusters
  Score: Raw -698428.113237 + Penalty 2926.916167 = -695501.197070
  nChanged 58
		SP:Iteration 19Q (159987.980000 sec): 3 clusters
  Score: Raw -698444.173790 + Penalty 2926.916167 = -695517.257623
  nChanged 46
		SP:Iteration 20F (159988.190000 sec): 3 clusters
  Score: Raw -698453.743362 + Penalty 2926.916167 = -695526.827195
  nChanged 30
		SP:Iteration 21Q (159988.420000 sec): 3 clusters
  Score: Raw -698459.583896 + Penalty 2926.916167 = -695532.667729
  nChanged 23
		SP:Iteration 22Q (159988.650000 sec): 3 clusters
  Score: Raw -698464.113216 + Penalty 2926.916167 = -695537.197049
  nChanged 17
		SP:Iteration 23Q (159988.880000 sec): 3 clusters
  Score: Raw -698466.504737 + Penalty 2926.916167 = -695539.588571
  nChanged 7
		SP:Iteration 24Q (159989.090000 sec): 3 clusters
  Score: Raw -698467.168173 + Penalty 2926.916167 = -695540.252006
  nChanged 3
		SP:Iteration 25Q (159989.300000 sec): 3 clusters
  Score: Raw -698467.371519 + Penalty 2926.916167 = -695540.455352
  nChanged 1
		SP:Iteration 26Q (159989.510000 sec): 3 clusters
  Score: Raw -698467.484426 + Penalty 2926.916167 = -695540.568259
  nChanged 2
		SP:Iteration 27Q (159989.710000 sec): 3 clusters
  Score: Raw -698467.836883 + Penalty 2926.916167 = -695540.920716
  nChanged 3
		SP:Iteration 28Q (159989.970000 sec): 3 clusters
  Score: Raw -698468.188743 + Penalty 2926.916167 = -695541.272576
  nChanged 2
		SP:Iteration 29Q (159990.190000 sec): 3 clusters
  Score: Raw -698468.318226 + Penalty 2926.916167 = -695541.402059
  nChanged 1
		SP:Iteration 30Q (159990.410000 sec): 3 clusters
  Score: Raw -698468.356817 + Penalty 2926.916167 = -695541.440650
  nChanged 0
		SP:Iteration 31F (159990.650000 sec): 3 clusters
  Score: Raw -698468.356817 + Penalty 2926.916167 = -695541.440650
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 56 (6044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159990.750000 sec): 2 clusters
  Score: Raw -475165.872762 + Penalty 1414.858465 = -473751.014297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159990.980000 sec): 3 clusters
  Score: Raw -471975.890553 + Penalty 2829.716930 = -469146.173623
  nChanged 2464
		SP:Iteration 1F (159991.210000 sec): 3 clusters
  Score: Raw -473444.851183 + Penalty 2829.716930 = -470615.134252
  nChanged 494
		SP:Iteration 2F (159991.450000 sec): 3 clusters
  Score: Raw -473870.938740 + Penalty 2829.716930 = -471041.221810
  nChanged 463
		SP:Iteration 3F (159991.680000 sec): 3 clusters
  Score: Raw -474271.467124 + Penalty 2829.716930 = -471441.750193
  nChanged 438
		SP:Iteration 4F (159991.880000 sec): 3 clusters
  Score: Raw -474664.893607 + Penalty 2829.716930 = -471835.176677
  nChanged 410
		SP:Iteration 5F (159992.090000 sec): 3 clusters
  Score: Raw -474997.595631 + Penalty 2829.716930 = -472167.878701
  nChanged 337
		SP:Iteration 6F (159992.300000 sec): 3 clusters
  Score: Raw -475251.932992 + Penalty 2829.716930 = -472422.216062
  nChanged 248
		SP:Iteration 7Q (159992.500000 sec): 3 clusters
  Score: Raw -475445.863567 + Penalty 2829.716930 = -472616.146637
  nChanged 208
		SP:Iteration 8Q (159992.710000 sec): 3 clusters
  Score: Raw -475603.058946 + Penalty 2829.716930 = -472773.342016
  nChanged 161
		SP:Iteration 9Q (159992.890000 sec): 3 clusters
  Score: Raw -475711.438223 + Penalty 2829.716930 = -472881.721293
  nChanged 110
		SP:Iteration 10Q (159993.110000 sec): 3 clusters
  Score: Raw -475776.893291 + Penalty 2829.716930 = -472947.176360
  nChanged 87
		SP:Iteration 11Q (159993.310000 sec): 3 clusters
  Score: Raw -475833.012879 + Penalty 2829.716930 = -473003.295949
  nChanged 84
		SP:Iteration 12Q (159993.490000 sec): 3 clusters
  Score: Raw -475895.027560 + Penalty 2829.716930 = -473065.310630
  nChanged 56
		SP:Iteration 13Q (159993.690000 sec): 3 clusters
  Score: Raw -475946.177687 + Penalty 2829.716930 = -473116.460757
  nChanged 52
		SP:Iteration 14Q (159993.860000 sec): 3 clusters
  Score: Raw -475990.440176 + Penalty 2829.716930 = -473160.723246
  nChanged 39
		SP:Iteration 15Q (159994.040000 sec): 3 clusters
  Score: Raw -476037.528896 + Penalty 2829.716930 = -473207.811965
  nChanged 34
		SP:Iteration 16Q (159994.210000 sec): 3 clusters
  Score: Raw -476062.883912 + Penalty 2829.716930 = -473233.166982
  nChanged 15
		SP:Iteration 17Q (159994.400000 sec): 3 clusters
  Score: Raw -476073.722443 + Penalty 2829.716930 = -473244.005513
  nChanged 6
		SP:Iteration 18Q (159994.570000 sec): 3 clusters
  Score: Raw -476077.723805 + Penalty 2829.716930 = -473248.006875
  nChanged 3
		SP:Iteration 19Q (159994.800000 sec): 3 clusters
  Score: Raw -476079.559255 + Penalty 2829.716930 = -473249.842325
  nChanged 3
		SP:Iteration 20F (159994.950000 sec): 3 clusters
  Score: Raw -476081.083201 + Penalty 2829.716930 = -473251.366271
  nChanged 2
		SP:Iteration 21Q (159995.150000 sec): 3 clusters
  Score: Raw -476081.867174 + Penalty 2829.716930 = -473252.150243
  nChanged 3
		SP:Iteration 22Q (159995.350000 sec): 3 clusters
  Score: Raw -476083.617524 + Penalty 2829.716930 = -473253.900594
  nChanged 2
		SP:Iteration 23Q (159995.540000 sec): 3 clusters
  Score: Raw -476084.472388 + Penalty 2829.716930 = -473254.755458
  nChanged 0
		SP:Iteration 24F (159995.760000 sec): 3 clusters
  Score: Raw -476084.472388 + Penalty 2829.716930 = -473254.755458
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 57 (7082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159995.870000 sec): 2 clusters
  Score: Raw -602650.586442 + Penalty 1440.613140 = -601209.973302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159996.090000 sec): 3 clusters
  Score: Raw -598801.100573 + Penalty 2881.226281 = -595919.874292
  nChanged 2956
		SP:Iteration 1F (159996.250000 sec): 3 clusters
  Score: Raw -600426.614764 + Penalty 2881.226281 = -597545.388484
  nChanged 451
		SP:Iteration 2F (159996.420000 sec): 3 clusters
  Score: Raw -600663.348412 + Penalty 2881.226281 = -597782.122132
  nChanged 377
		SP:Iteration 3F (159996.610000 sec): 3 clusters
  Score: Raw -600871.621733 + Penalty 2881.226281 = -597990.395453
  nChanged 396
		SP:Iteration 4F (159996.780000 sec): 3 clusters
  Score: Raw -601097.346670 + Penalty 2881.226281 = -598216.120389
  nChanged 359
		SP:Iteration 5F (159996.980000 sec): 3 clusters
  Score: Raw -601324.145753 + Penalty 2881.226281 = -598442.919473
  nChanged 342
		SP:Iteration 6Q (159997.200000 sec): 3 clusters
  Score: Raw -601542.333283 + Penalty 2881.226281 = -598661.107002
  nChanged 323
		SP:Iteration 7Q (159997.390000 sec): 3 clusters
  Score: Raw -601746.446887 + Penalty 2881.226281 = -598865.220606
  nChanged 278
		SP:Iteration 8Q (159997.610000 sec): 3 clusters
  Score: Raw -601935.899161 + Penalty 2881.226281 = -599054.672881
  nChanged 241
		SP:Iteration 9Q (159997.810000 sec): 3 clusters
  Score: Raw -602098.870030 + Penalty 2881.226281 = -599217.643750
  nChanged 214
		SP:Iteration 10Q (159998.000000 sec): 3 clusters
  Score: Raw -602242.930272 + Penalty 2881.226281 = -599361.703991
  nChanged 181
		SP:Iteration 11Q (159998.230000 sec): 3 clusters
  Score: Raw -602357.462692 + Penalty 2881.226281 = -599476.236412
  nChanged 151
		SP:Iteration 12Q (159998.450000 sec): 3 clusters
  Score: Raw -602449.860006 + Penalty 2881.226281 = -599568.633725
  nChanged 121
		SP:Iteration 13Q (159998.680000 sec): 3 clusters
  Score: Raw -602515.333018 + Penalty 2881.226281 = -599634.106737
  nChanged 96
		SP:Iteration 14Q (159998.880000 sec): 3 clusters
  Score: Raw -602566.964019 + Penalty 2881.226281 = -599685.737739
  nChanged 77
		SP:Iteration 15Q (159999.070000 sec): 3 clusters
  Score: Raw -602607.304131 + Penalty 2881.226281 = -599726.077851
  nChanged 81
		SP:Iteration 16Q (159999.300000 sec): 3 clusters
  Score: Raw -602658.043860 + Penalty 2881.226281 = -599776.817579
  nChanged 77
		SP:Iteration 17Q (159999.500000 sec): 3 clusters
  Score: Raw -602701.635387 + Penalty 2881.226281 = -599820.409107
  nChanged 61
		SP:Iteration 18Q (159999.690000 sec): 3 clusters
  Score: Raw -602737.275763 + Penalty 2881.226281 = -599856.049483
  nChanged 57
		SP:Iteration 19Q (159999.920000 sec): 3 clusters
  Score: Raw -602766.297418 + Penalty 2881.226281 = -599885.071138
  nChanged 45
		SP:Iteration 20F (160000.130000 sec): 3 clusters
  Score: Raw -602795.239847 + Penalty 2881.226281 = -599914.013566
  nChanged 46
		SP:Iteration 21Q (160000.330000 sec): 3 clusters
  Score: Raw -602824.268979 + Penalty 2881.226281 = -599943.042698
  nChanged 39
		SP:Iteration 22Q (160000.530000 sec): 3 clusters
  Score: Raw -602843.119897 + Penalty 2881.226281 = -599961.893617
  nChanged 32
		SP:Iteration 23Q (160000.750000 sec): 3 clusters
  Score: Raw -602864.638094 + Penalty 2881.226281 = -599983.411813
  nChanged 37
		SP:Iteration 24Q (160000.960000 sec): 3 clusters
  Score: Raw -602888.811967 + Penalty 2881.226281 = -600007.585686
  nChanged 20
		SP:Iteration 25Q (160001.190000 sec): 3 clusters
  Score: Raw -602899.815260 + Penalty 2881.226281 = -600018.588979
  nChanged 14
		SP:Iteration 26Q (160001.410000 sec): 3 clusters
  Score: Raw -602907.141714 + Penalty 2881.226281 = -600025.915434
  nChanged 10
		SP:Iteration 27Q (160001.640000 sec): 3 clusters
  Score: Raw -602911.429081 + Penalty 2881.226281 = -600030.202800
  nChanged 3
		SP:Iteration 28Q (160001.850000 sec): 3 clusters
  Score: Raw -602913.379146 + Penalty 2881.226281 = -600032.152865
  nChanged 5
		SP:Iteration 29Q (160002.130000 sec): 3 clusters
  Score: Raw -602915.428481 + Penalty 2881.226281 = -600034.202200
  nChanged 5
		SP:Iteration 30Q (160002.310000 sec): 3 clusters
  Score: Raw -602917.502542 + Penalty 2881.226281 = -600036.276261
  nChanged 6
		SP:Iteration 31Q (160002.530000 sec): 3 clusters
  Score: Raw -602920.074948 + Penalty 2881.226281 = -600038.848667
  nChanged 4
		SP:Iteration 32Q (160002.770000 sec): 3 clusters
  Score: Raw -602920.999074 + Penalty 2881.226281 = -600039.772793
  nChanged 3
		SP:Iteration 33Q (160002.980000 sec): 3 clusters
  Score: Raw -602922.441024 + Penalty 2881.226281 = -600041.214744
  nChanged 1
		SP:Iteration 34Q (160003.190000 sec): 3 clusters
  Score: Raw -602922.793775 + Penalty 2881.226281 = -600041.567494
  nChanged 4
		SP:Iteration 35Q (160003.380000 sec): 3 clusters
  Score: Raw -602924.874200 + Penalty 2881.226281 = -600043.647919
  nChanged 4
		SP:Iteration 36Q (160003.550000 sec): 3 clusters
  Score: Raw -602926.479672 + Penalty 2881.226281 = -600045.253392
  nChanged 3
		SP:Iteration 37Q (160003.760000 sec): 3 clusters
  Score: Raw -602927.593030 + Penalty 2881.226281 = -600046.366749
  nChanged 2
		SP:Iteration 38Q (160003.970000 sec): 3 clusters
  Score: Raw -602928.159103 + Penalty 2881.226281 = -600046.932822
  nChanged 0
		SP:Iteration 39F (160004.140000 sec): 3 clusters
  Score: Raw -602928.159103 + Penalty 2881.226281 = -600046.932822
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 58 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (160004.230000 sec): 2 clusters
  Score: Raw -13050.605616 + Penalty 826.734404 = -12223.871212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (160004.400000 sec): 3 clusters
  Score: Raw -13169.186751 + Penalty 1653.468809 = -11515.717942
  nChanged 11
		SP:Iteration 1F (160004.530000 sec): 3 clusters
  Score: Raw -13206.261714 + Penalty 1653.468809 = -11552.792905
  nChanged 3
		SP:Iteration 2Q (160004.730000 sec): 3 clusters
  Score: Raw -13219.091520 + Penalty 1653.468809 = -11565.622711
  nChanged 0
		SP:Iteration 3F (160004.930000 sec): 3 clusters
  Score: Raw -13219.091520 + Penalty 1653.468809 = -11565.622711
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 59 (339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (160005.050000 sec): 2 clusters
  Score: Raw -26928.187654 + Penalty 946.725017 = -25981.462637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (160005.220000 sec): 3 clusters
  Score: Raw -26930.887629 + Penalty 1893.450035 = -25037.437594
  nChanged 65
		SP:Iteration 1F (160005.410000 sec): 3 clusters
  Score: Raw -27068.985562 + Penalty 1893.450035 = -25175.535527
  nChanged 20
		SP:Iteration 2F (160005.560000 sec): 3 clusters
  Score: Raw -27132.803468 + Penalty 1893.450035 = -25239.353433
  nChanged 13
		SP:Iteration 3Q (160005.770000 sec): 3 clusters
  Score: Raw -27204.150077 + Penalty 1893.450035 = -25310.700042
  nChanged 6
		SP:Iteration 4Q (160005.940000 sec): 3 clusters
  Score: Raw -27229.957902 + Penalty 1893.450035 = -25336.507867
  nChanged 3
		SP:Iteration 5Q (160006.130000 sec): 3 clusters
  Score: Raw -27239.518088 + Penalty 1893.450035 = -25346.068053
  nChanged 1
		SP:Iteration 6Q (160006.340000 sec): 3 clusters
  Score: Raw -27241.272274 + Penalty 1893.450035 = -25347.822239
  nChanged 0
		SP:Iteration 7F (160006.490000 sec): 3 clusters
  Score: Raw -27241.272274 + Penalty 1893.450035 = -25347.822239
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 60 (23903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (160006.720000 sec): 2 clusters
  Score: Raw -1943073.389426 + Penalty 1638.285879 = -1941435.103548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (160006.990000 sec): 3 clusters
  Score: Raw -1928674.873939 + Penalty 3276.571757 = -1925398.302182
  nChanged 10827
		SP:Iteration 1F (160007.240000 sec): 3 clusters
  Score: Raw -1935061.484381 + Penalty 3276.571757 = -1931784.912624
  nChanged 1481
		SP:Iteration 2F (160007.530000 sec): 3 clusters
  Score: Raw -1935815.306823 + Penalty 3276.571757 = -1932538.735066
  nChanged 1427
		SP:Iteration 3F (160007.790000 sec): 3 clusters
  Score: Raw -1936617.099552 + Penalty 3276.571757 = -1933340.527795
  nChanged 1385
		SP:Iteration 4F (160008.100000 sec): 3 clusters
  Score: Raw -1937370.889390 + Penalty 3276.571757 = -1934094.317633
  nChanged 1314
		SP:Iteration 5F (160008.360000 sec): 3 clusters
  Score: Raw -1938031.575053 + Penalty 3276.571757 = -1934755.003296
  nChanged 1140
		SP:Iteration 6Q (160008.670000 sec): 3 clusters
  Score: Raw -1938586.412718 + Penalty 3276.571757 = -1935309.840961
  nChanged 969
		SP:Iteration 7Q (160008.950000 sec): 3 clusters
  Score: Raw -1939078.218018 + Penalty 3276.571757 = -1935801.646261
  nChanged 896
		SP:Iteration 8Q (160009.240000 sec): 3 clusters
  Score: Raw -1939527.685458 + Penalty 3276.571757 = -1936251.113701
  nChanged 877
		SP:Iteration 9Q (160009.560000 sec): 3 clusters
  Score: Raw -1940007.554427 + Penalty 3276.571757 = -1936730.982670
  nChanged 824
		SP:Iteration 10Q (160009.900000 sec): 3 clusters
  Score: Raw -1940477.798165 + Penalty 3276.571757 = -1937201.226408
  nChanged 714
		SP:Iteration 11Q (160010.180000 sec): 3 clusters
  Score: Raw -1940906.366813 + Penalty 3276.571757 = -1937629.795055
  nChanged 671
		SP:Iteration 12Q (160010.480000 sec): 3 clusters
  Score: Raw -1941307.438502 + Penalty 3276.571757 = -1938030.866745
  nChanged 595
		SP:Iteration 13Q (160010.730000 sec): 3 clusters
  Score: Raw -1941625.135709 + Penalty 3276.571757 = -1938348.563952
  nChanged 502
		SP:Iteration 14Q (160011.040000 sec): 3 clusters
  Score: Raw -1941874.462119 + Penalty 3276.571757 = -1938597.890362
  nChanged 473
		SP:Iteration 15Q (160011.360000 sec): 3 clusters
  Score: Raw -1942084.446301 + Penalty 3276.571757 = -1938807.874543
  nChanged 384
		SP:Iteration 16Q (160011.640000 sec): 3 clusters
  Score: Raw -1942240.114893 + Penalty 3276.571757 = -1938963.543136
  nChanged 329
		SP:Iteration 17Q (160011.980000 sec): 3 clusters
  Score: Raw -1942345.363086 + Penalty 3276.571757 = -1939068.791328
  nChanged 263
		SP:Iteration 18Q (160012.310000 sec): 3 clusters
  Score: Raw -1942417.201311 + Penalty 3276.571757 = -1939140.629554
  nChanged 234
		SP:Iteration 19Q (160012.600000 sec): 3 clusters
  Score: Raw -1942485.467310 + Penalty 3276.571757 = -1939208.895552
  nChanged 218
		SP:Iteration 20F (160012.900000 sec): 3 clusters
  Score: Raw -1942548.978310 + Penalty 3276.571757 = -1939272.406553
  nChanged 192
		SP:Iteration 21Q (160013.190000 sec): 3 clusters
  Score: Raw -1942598.655736 + Penalty 3276.571757 = -1939322.083978
  nChanged 184
		SP:Iteration 22Q (160013.520000 sec): 3 clusters
  Score: Raw -1942643.316129 + Penalty 3276.571757 = -1939366.744372
  nChanged 176
		SP:Iteration 23Q (160013.800000 sec): 3 clusters
  Score: Raw -1942679.317734 + Penalty 3276.571757 = -1939402.745977
  nChanged 143
		SP:Iteration 24Q (160014.090000 sec): 3 clusters
  Score: Raw -1942707.383442 + Penalty 3276.571757 = -1939430.811685
  nChanged 123
		SP:Iteration 25Q (160014.380000 sec): 3 clusters
  Score: Raw -1942730.177678 + Penalty 3276.571757 = -1939453.605920
  nChanged 126
		SP:Iteration 26Q (160014.710000 sec): 3 clusters
  Score: Raw -1942754.628270 + Penalty 3276.571757 = -1939478.056513
  nChanged 139
		SP:Iteration 27Q (160015.030000 sec): 3 clusters
  Score: Raw -1942783.717335 + Penalty 3276.571757 = -1939507.145578
  nChanged 111
		SP:Iteration 28Q (160015.320000 sec): 3 clusters
  Score: Raw -1942806.531761 + Penalty 3276.571757 = -1939529.960004
  nChanged 121
		SP:Iteration 29Q (160015.620000 sec): 3 clusters
  Score: Raw -1942828.210736 + Penalty 3276.571757 = -1939551.638979
  nChanged 115
		SP:Iteration 30Q (160015.940000 sec): 3 clusters
  Score: Raw -1942849.362938 + Penalty 3276.571757 = -1939572.791181
  nChanged 118
		SP:Iteration 31Q (160016.240000 sec): 3 clusters
  Score: Raw -1942872.284219 + Penalty 3276.571757 = -1939595.712461
  nChanged 116
		SP:Iteration 32Q (160016.540000 sec): 3 clusters
  Score: Raw -1942892.818693 + Penalty 3276.571757 = -1939616.246936
  nChanged 120
		SP:Iteration 33Q (160016.850000 sec): 3 clusters
  Score: Raw -1942916.204668 + Penalty 3276.571757 = -1939639.632911
  nChanged 130
		SP:Iteration 34Q (160017.170000 sec): 3 clusters
  Score: Raw -1942945.343115 + Penalty 3276.571757 = -1939668.771358
  nChanged 140
		SP:Iteration 35Q (160017.460000 sec): 3 clusters
  Score: Raw -1942973.594849 + Penalty 3276.571757 = -1939697.023092
  nChanged 130
		SP:Iteration 36Q (160017.710000 sec): 3 clusters
  Score: Raw -1943002.334167 + Penalty 3276.571757 = -1939725.762410
  nChanged 129
		SP:Iteration 37Q (160018.060000 sec): 3 clusters
  Score: Raw -1943032.440258 + Penalty 3276.571757 = -1939755.868501
  nChanged 122
		SP:Iteration 38Q (160018.380000 sec): 3 clusters
  Score: Raw -1943058.222844 + Penalty 3276.571757 = -1939781.651087
  nChanged 122
		SP:Iteration 39Q (160018.610000 sec): 3 clusters
  Score: Raw -1943082.269311 + Penalty 3276.571757 = -1939805.697554
  nChanged 130
		SP:Iteration 40F (160018.890000 sec): 3 clusters
  Score: Raw -1943110.603014 + Penalty 3276.571757 = -1939834.031257
  nChanged 149
		SP:Iteration 41Q (160019.230000 sec): 3 clusters
  Score: Raw -1943149.160601 + Penalty 3276.571757 = -1939872.588843
  nChanged 141
		SP:Iteration 42Q (160019.480000 sec): 3 clusters
  Score: Raw -1943182.049481 + Penalty 3276.571757 = -1939905.477723
  nChanged 131
		SP:Iteration 43Q (160019.780000 sec): 3 clusters
  Score: Raw -1943211.510087 + Penalty 3276.571757 = -1939934.938330
  nChanged 130
		SP:Iteration 44Q (160019.990000 sec): 3 clusters
  Score: Raw -1943245.161723 + Penalty 3276.571757 = -1939968.589966
  nChanged 128
		SP:Iteration 45Q (160020.360000 sec): 3 clusters
  Score: Raw -1943274.609907 + Penalty 3276.571757 = -1939998.038150
  nChanged 143
		SP:Iteration 46Q (160020.640000 sec): 3 clusters
  Score: Raw -1943310.206695 + Penalty 3276.571757 = -1940033.634938
  nChanged 118
		SP:Iteration 47Q (160020.930000 sec): 3 clusters
  Score: Raw -1943342.712499 + Penalty 3276.571757 = -1940066.140742
  nChanged 130
		SP:Iteration 48Q (160021.190000 sec): 3 clusters
  Score: Raw -1943382.903595 + Penalty 3276.571757 = -1940106.331838
  nChanged 141
		SP:Iteration 49Q (160021.530000 sec): 3 clusters
  Score: Raw -1943430.522296 + Penalty 3276.571757 = -1940153.950539
  nChanged 162
		SP:Iteration 50Q (160021.770000 sec): 3 clusters
  Score: Raw -1943485.310551 + Penalty 3276.571757 = -1940208.738794
  nChanged 151
		SP:Iteration 51Q (160022.070000 sec): 3 clusters
  Score: Raw -1943541.272523 + Penalty 3276.571757 = -1940264.700766
  nChanged 150
		SP:Iteration 52Q (160022.370000 sec): 3 clusters
  Score: Raw -1943602.134297 + Penalty 3276.571757 = -1940325.562539
  nChanged 145
		SP:Iteration 53Q (160022.650000 sec): 3 clusters
  Score: Raw -1943664.825419 + Penalty 3276.571757 = -1940388.253662
  nChanged 142
		SP:Iteration 54Q (160022.950000 sec): 3 clusters
  Score: Raw -1943738.989295 + Penalty 3276.571757 = -1940462.417538
  nChanged 130
		SP:Iteration 55Q (160023.230000 sec): 3 clusters
  Score: Raw -1943791.633356 + Penalty 3276.571757 = -1940515.061598
  nChanged 146
		SP:Iteration 56Q (160023.530000 sec): 3 clusters
  Score: Raw -1943854.204370 + Penalty 3276.571757 = -1940577.632613
  nChanged 139
		SP:Iteration 57Q (160023.830000 sec): 3 clusters
  Score: Raw -1943911.005837 + Penalty 3276.571757 = -1940634.434079
  nChanged 123
		SP:Iteration 58Q (160024.080000 sec): 3 clusters
  Score: Raw -1943960.943564 + Penalty 3276.571757 = -1940684.371807
  nChanged 116
		SP:Iteration 59Q (160024.330000 sec): 3 clusters
  Score: Raw -1944009.800343 + Penalty 3276.571757 = -1940733.228585
  nChanged 116
		SP:Iteration 60F (160024.680000 sec): 3 clusters
  Score: Raw -1944064.995891 + Penalty 3276.571757 = -1940788.424134
  nChanged 122
		SP:Iteration 61Q (160024.970000 sec): 3 clusters
  Score: Raw -1944114.892891 + Penalty 3276.571757 = -1940838.321134
  nChanged 97
		SP:Iteration 62Q (160025.240000 sec): 3 clusters
  Score: Raw -1944154.715057 + Penalty 3276.571757 = -1940878.143300
  nChanged 78
		SP:Iteration 63Q (160025.520000 sec): 3 clusters
  Score: Raw -1944182.208752 + Penalty 3276.571757 = -1940905.636994
  nChanged 69
		SP:Iteration 64Q (160025.760000 sec): 3 clusters
  Score: Raw -1944208.551528 + Penalty 3276.571757 = -1940931.979770
  nChanged 58
		SP:Iteration 65Q (160026.050000 sec): 3 clusters
  Score: Raw -1944229.435538 + Penalty 3276.571757 = -1940952.863781
  nChanged 52
		SP:Iteration 66Q (160026.330000 sec): 3 clusters
  Score: Raw -1944248.554204 + Penalty 3276.571757 = -1940971.982447
  nChanged 42
		SP:Iteration 67Q (160026.550000 sec): 3 clusters
  Score: Raw -1944266.995393 + Penalty 3276.571757 = -1940990.423636
  nChanged 42
		SP:Iteration 68Q (160026.800000 sec): 3 clusters
  Score: Raw -1944282.757483 + Penalty 3276.571757 = -1941006.185726
  nChanged 32
		SP:Iteration 69Q (160027.080000 sec): 3 clusters
  Score: Raw -1944291.381600 + Penalty 3276.571757 = -1941014.809843
  nChanged 18
		SP:Iteration 70Q (160027.390000 sec): 3 clusters
  Score: Raw -1944296.511856 + Penalty 3276.571757 = -1941019.940099
  nChanged 19
		SP:Iteration 71Q (160027.620000 sec): 3 clusters
  Score: Raw -1944300.305039 + Penalty 3276.571757 = -1941023.733282
  nChanged 9
		SP:Iteration 72Q (160027.900000 sec): 3 clusters
  Score: Raw -1944302.372929 + Penalty 3276.571757 = -1941025.801172
  nChanged 8
		SP:Iteration 73Q (160028.180000 sec): 3 clusters
  Score: Raw -1944304.473403 + Penalty 3276.571757 = -1941027.901646
  nChanged 6
		SP:Iteration 74Q (160028.460000 sec): 3 clusters
  Score: Raw -1944305.804769 + Penalty 3276.571757 = -1941029.233012
  nChanged 8
		SP:Iteration 75Q (160028.750000 sec): 3 clusters
  Score: Raw -1944306.994500 + Penalty 3276.571757 = -1941030.422742
  nChanged 6
		SP:Iteration 76Q (160029.040000 sec): 3 clusters
  Score: Raw -1944308.801740 + Penalty 3276.571757 = -1941032.229983
  nChanged 10
		SP:Iteration 77Q (160029.340000 sec): 3 clusters
  Score: Raw -1944310.917959 + Penalty 3276.571757 = -1941034.346202
  nChanged 5
		SP:Iteration 78Q (160029.680000 sec): 3 clusters
  Score: Raw -1944311.539049 + Penalty 3276.571757 = -1941034.967292
  nChanged 2
		SP:Iteration 79Q (160029.990000 sec): 3 clusters
  Score: Raw -1944311.820163 + Penalty 3276.571757 = -1941035.248406
  nChanged 2
		SP:Iteration 80F (160030.330000 sec): 3 clusters
  Score: Raw -1944312.032337 + Penalty 3276.571757 = -1941035.460580
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 61 (15248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (160030.470000 sec): 2 clusters
  Score: Raw -1311908.055927 + Penalty 1565.233089 = -1310342.822838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (160030.740000 sec): 3 clusters
  Score: Raw -1302875.352386 + Penalty 3130.466178 = -1299744.886207
  nChanged 6856
		SP:Iteration 1F (160030.970000 sec): 3 clusters
  Score: Raw -1306657.386081 + Penalty 3130.466178 = -1303526.919902
  nChanged 812
		SP:Iteration 2F (160031.200000 sec): 3 clusters
  Score: Raw -1306961.138104 + Penalty 3130.466178 = -1303830.671926
  nChanged 720
		SP:Iteration 3Q (160031.450000 sec): 3 clusters
  Score: Raw -1307241.009967 + Penalty 3130.466178 = -1304110.543789
  nChanged 656
		SP:Iteration 4Q (160031.710000 sec): 3 clusters
  Score: Raw -1307520.867459 + Penalty 3130.466178 = -1304390.401281
  nChanged 689
		SP:Iteration 5Q (160031.940000 sec): 3 clusters
  Score: Raw -1307862.903710 + Penalty 3130.466178 = -1304732.437532
  nChanged 748
		SP:Iteration 6Q (160032.210000 sec): 3 clusters
  Score: Raw -1308276.858178 + Penalty 3130.466178 = -1305146.391999
  nChanged 812
		SP:Iteration 7F (160032.440000 sec): 3 clusters
  Score: Raw -1308838.127056 + Penalty 3130.466178 = -1305707.660878
  nChanged 852
		SP:Iteration 8F (160032.680000 sec): 3 clusters
  Score: Raw -1309502.072663 + Penalty 3130.466178 = -1306371.606484
  nChanged 830
		SP:Iteration 9F (160032.940000 sec): 3 clusters
  Score: Raw -1310166.700268 + Penalty 3130.466178 = -1307036.234089
  nChanged 689
		SP:Iteration 10Q (160033.190000 sec): 3 clusters
  Score: Raw -1310706.093060 + Penalty 3130.466178 = -1307575.626882
  nChanged 530
		SP:Iteration 11Q (160033.460000 sec): 3 clusters
  Score: Raw -1311128.468584 + Penalty 3130.466178 = -1307998.002405
  nChanged 388
		SP:Iteration 12Q (160033.680000 sec): 3 clusters
  Score: Raw -1311441.437452 + Penalty 3130.466178 = -1308310.971274
  nChanged 293
		SP:Iteration 13Q (160034.000000 sec): 3 clusters
  Score: Raw -1311677.645088 + Penalty 3130.466178 = -1308547.178910
  nChanged 202
		SP:Iteration 14Q (160034.220000 sec): 3 clusters
  Score: Raw -1311815.167984 + Penalty 3130.466178 = -1308684.701805
  nChanged 142
		SP:Iteration 15Q (160034.500000 sec): 3 clusters
  Score: Raw -1311906.194977 + Penalty 3130.466178 = -1308775.728799
  nChanged 106
		SP:Iteration 16Q (160034.700000 sec): 3 clusters
  Score: Raw -1311970.893179 + Penalty 3130.466178 = -1308840.427001
  nChanged 71
		SP:Iteration 17Q (160034.940000 sec): 3 clusters
  Score: Raw -1312012.725883 + Penalty 3130.466178 = -1308882.259705
  nChanged 43
		SP:Iteration 18Q (160035.200000 sec): 3 clusters
  Score: Raw -1312029.170774 + Penalty 3130.466178 = -1308898.704596
  nChanged 29
		SP:Iteration 19Q (160035.450000 sec): 3 clusters
  Score: Raw -1312042.477150 + Penalty 3130.466178 = -1308912.010971
  nChanged 23
		SP:Iteration 20F (160035.700000 sec): 3 clusters
  Score: Raw -1312052.393266 + Penalty 3130.466178 = -1308921.927088
  nChanged 18
		SP:Iteration 21Q (160035.940000 sec): 3 clusters
  Score: Raw -1312061.097563 + Penalty 3130.466178 = -1308930.631385
  nChanged 17
		SP:Iteration 22Q (160036.180000 sec): 3 clusters
  Score: Raw -1312066.938425 + Penalty 3130.466178 = -1308936.472246
  nChanged 16
		SP:Iteration 23Q (160036.400000 sec): 3 clusters
  Score: Raw -1312072.285166 + Penalty 3130.466178 = -1308941.818988
  nChanged 14
		SP:Iteration 24Q (160036.660000 sec): 3 clusters
  Score: Raw -1312076.379755 + Penalty 3130.466178 = -1308945.913577
  nChanged 6
		SP:Iteration 25Q (160036.850000 sec): 3 clusters
  Score: Raw -1312079.521365 + Penalty 3130.466178 = -1308949.055187
  nChanged 11
		SP:Iteration 26Q (160037.140000 sec): 3 clusters
  Score: Raw -1312084.777890 + Penalty 3130.466178 = -1308954.311711
  nChanged 11
		SP:Iteration 27Q (160037.340000 sec): 3 clusters
  Score: Raw -1312090.465992 + Penalty 3130.466178 = -1308959.999814
  nChanged 15
		SP:Iteration 28Q (160037.550000 sec): 3 clusters
  Score: Raw -1312097.537322 + Penalty 3130.466178 = -1308967.071143
  nChanged 13
		SP:Iteration 29Q (160037.840000 sec): 3 clusters
  Score: Raw -1312102.459284 + Penalty 3130.466178 = -1308971.993105
  nChanged 11
		SP:Iteration 30Q (160038.090000 sec): 3 clusters
  Score: Raw -1312106.294182 + Penalty 3130.466178 = -1308975.828003
  nChanged 10
		SP:Iteration 31Q (160038.350000 sec): 3 clusters
  Score: Raw -1312109.288419 + Penalty 3130.466178 = -1308978.822240
  nChanged 4
		SP:Iteration 32Q (160038.640000 sec): 3 clusters
  Score: Raw -1312110.324879 + Penalty 3130.466178 = -1308979.858700
  nChanged 2
		SP:Iteration 33Q (160038.880000 sec): 3 clusters
  Score: Raw -1312111.026267 + Penalty 3130.466178 = -1308980.560089
  nChanged 3
		SP:Iteration 34Q (160039.090000 sec): 3 clusters
  Score: Raw -1312112.433712 + Penalty 3130.466178 = -1308981.967534
  nChanged 3
		SP:Iteration 35Q (160039.350000 sec): 3 clusters
  Score: Raw -1312113.311269 + Penalty 3130.466178 = -1308982.845090
  nChanged 4
		SP:Iteration 36Q (160039.560000 sec): 3 clusters
  Score: Raw -1312115.072743 + Penalty 3130.466178 = -1308984.606565
  nChanged 3
		SP:Iteration 37Q (160039.800000 sec): 3 clusters
  Score: Raw -1312116.982303 + Penalty 3130.466178 = -1308986.516125
  nChanged 4
		SP:Iteration 38Q (160040.020000 sec): 3 clusters
  Score: Raw -1312119.311004 + Penalty 3130.466178 = -1308988.844825
  nChanged 5
		SP:Iteration 39Q (160040.320000 sec): 3 clusters
  Score: Raw -1312121.074913 + Penalty 3130.466178 = -1308990.608735
  nChanged 3
		SP:Iteration 40F (160040.590000 sec): 3 clusters
  Score: Raw -1312122.817599 + Penalty 3130.466178 = -1308992.351421
  nChanged 8
		SP:Iteration 41Q (160040.870000 sec): 3 clusters
  Score: Raw -1312125.321103 + Penalty 3130.466178 = -1308994.854924
  nChanged 3
		SP:Iteration 42Q (160041.170000 sec): 3 clusters
  Score: Raw -1312126.721398 + Penalty 3130.466178 = -1308996.255220
  nChanged 1
		SP:Iteration 43Q (160041.360000 sec): 3 clusters
  Score: Raw -1312126.932298 + Penalty 3130.466178 = -1308996.466119
  nChanged 1
		SP:Iteration 44Q (160041.640000 sec): 3 clusters
  Score: Raw -1312127.410699 + Penalty 3130.466178 = -1308996.944521
  nChanged 0
		SP:Iteration 45F (160041.920000 sec): 3 clusters
  Score: Raw -1312127.410699 + Penalty 3130.466178 = -1308996.944521
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 62 (6303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (160042.010000 sec): 2 clusters
  Score: Raw -527767.341008 + Penalty 1421.676911 = -526345.664097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (160042.230000 sec): 3 clusters
  Score: Raw -524451.253955 + Penalty 2843.353822 = -521607.900133
  nChanged 2595
		SP:Iteration 1F (160042.420000 sec): 3 clusters
  Score: Raw -525767.314378 + Penalty 2843.353822 = -522923.960556
  nChanged 442
		SP:Iteration 2F (160042.640000 sec): 3 clusters
  Score: Raw -526033.356129 + Penalty 2843.353822 = -523190.002307
  nChanged 416
		SP:Iteration 3F (160042.880000 sec): 3 clusters
  Score: Raw -526300.840584 + Penalty 2843.353822 = -523457.486762
  nChanged 365
		SP:Iteration 4F (160043.080000 sec): 3 clusters
  Score: Raw -526552.345318 + Penalty 2843.353822 = -523708.991496
  nChanged 369
		SP:Iteration 5F (160043.270000 sec): 3 clusters
  Score: Raw -526819.542410 + Penalty 2843.353822 = -523976.188588
  nChanged 332
		SP:Iteration 6F (160043.460000 sec): 3 clusters
  Score: Raw -527083.838377 + Penalty 2843.353822 = -524240.484555
  nChanged 322
		SP:Iteration 7F (160043.690000 sec): 3 clusters
  Score: Raw -527359.533658 + Penalty 2843.353822 = -524516.179836
  nChanged 295
		SP:Iteration 8Q (160043.860000 sec): 3 clusters
  Score: Raw -527608.193827 + Penalty 2843.353822 = -524764.840006
  nChanged 213
		SP:Iteration 9Q (160044.060000 sec): 3 clusters
  Score: Raw -527802.195751 + Penalty 2843.353822 = -524958.841929
  nChanged 187
		SP:Iteration 10Q (160044.340000 sec): 3 clusters
  Score: Raw -527961.749179 + Penalty 2843.353822 = -525118.395358
  nChanged 145
		SP:Iteration 11Q (160044.540000 sec): 3 clusters
  Score: Raw -528085.508506 + Penalty 2843.353822 = -525242.154685
  nChanged 108
		SP:Iteration 12Q (160044.790000 sec): 3 clusters
  Score: Raw -528163.597316 + Penalty 2843.353822 = -525320.243494
  nChanged 88
		SP:Iteration 13Q (160044.970000 sec): 3 clusters
  Score: Raw -528227.353262 + Penalty 2843.353822 = -525383.999441
  nChanged 81
		SP:Iteration 14Q (160045.210000 sec): 3 clusters
  Score: Raw -528270.144978 + Penalty 2843.353822 = -525426.791156
  nChanged 56
		SP:Iteration 15Q (160045.440000 sec): 3 clusters
  Score: Raw -528299.907925 + Penalty 2843.353822 = -525456.554103
  nChanged 38
		SP:Iteration 16Q (160045.670000 sec): 3 clusters
  Score: Raw -528313.802589 + Penalty 2843.353822 = -525470.448767
  nChanged 28
		SP:Iteration 17Q (160045.890000 sec): 3 clusters
  Score: Raw -528325.451044 + Penalty 2843.353822 = -525482.097222
  nChanged 19
		SP:Iteration 18Q (160046.110000 sec): 3 clusters
  Score: Raw -528332.376774 + Penalty 2843.353822 = -525489.022952
  nChanged 10
		SP:Iteration 19Q (160046.290000 sec): 3 clusters
  Score: Raw -528335.578574 + Penalty 2843.353822 = -525492.224753
  nChanged 5
		SP:Iteration 20F (160046.510000 sec): 3 clusters
  Score: Raw -528336.755907 + Penalty 2843.353822 = -525493.402086
  nChanged 8
		SP:Iteration 21Q (160046.710000 sec): 3 clusters
  Score: Raw -528338.859400 + Penalty 2843.353822 = -525495.505578
  nChanged 4
		SP:Iteration 22Q (160046.900000 sec): 3 clusters
  Score: Raw -528340.129373 + Penalty 2843.353822 = -525496.775552
  nChanged 5
		SP:Iteration 23Q (160047.140000 sec): 3 clusters
  Score: Raw -528341.696886 + Penalty 2843.353822 = -525498.343065
  nChanged 5
		SP:Iteration 24Q (160047.330000 sec): 3 clusters
  Score: Raw -528342.717843 + Penalty 2843.353822 = -525499.364021
  nChanged 1
		SP:Iteration 25Q (160047.520000 sec): 3 clusters
  Score: Raw -528342.840741 + Penalty 2843.353822 = -525499.486919
  nChanged 0
		SP:Iteration 26F (160047.740000 sec): 3 clusters
  Score: Raw -528342.840741 + Penalty 2843.353822 = -525499.486919
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 63 (21436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (160047.890000 sec): 2 clusters
  Score: Raw -1653836.159645 + Penalty 1620.584392 = -1652215.575252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (160048.200000 sec): 3 clusters
  Score: Raw -1640771.484886 + Penalty 3241.168785 = -1637530.316101
  nChanged 9701
		SP:Iteration 1F (160048.490000 sec): 3 clusters
  Score: Raw -1646602.341564 + Penalty 3241.168785 = -1643361.172779
  nChanged 1415
		SP:Iteration 2F (160048.780000 sec): 3 clusters
  Score: Raw -1647533.375167 + Penalty 3241.168785 = -1644292.206382
  nChanged 1491
		SP:Iteration 3F (160049.090000 sec): 3 clusters
  Score: Raw -1648563.354973 + Penalty 3241.168785 = -1645322.186188
  nChanged 1502
		SP:Iteration 4F (160049.390000 sec): 3 clusters
  Score: Raw -1649632.178598 + Penalty 3241.168785 = -1646391.009813
  nChanged 1420
		SP:Iteration 5F (160049.700000 sec): 3 clusters
  Score: Raw -1650625.969577 + Penalty 3241.168785 = -1647384.800792
  nChanged 1184
		SP:Iteration 6F (160049.940000 sec): 3 clusters
  Score: Raw -1651411.516564 + Penalty 3241.168785 = -1648170.347780
  nChanged 1008
		SP:Iteration 7Q (160050.230000 sec): 3 clusters
  Score: Raw -1652012.840593 + Penalty 3241.168785 = -1648771.671808
  nChanged 772
		SP:Iteration 8Q (160050.500000 sec): 3 clusters
  Score: Raw -1652415.129885 + Penalty 3241.168785 = -1649173.961100
  nChanged 593
		SP:Iteration 9Q (160050.770000 sec): 3 clusters
  Score: Raw -1652691.749925 + Penalty 3241.168785 = -1649450.581140
  nChanged 439
		SP:Iteration 10Q (160051.060000 sec): 3 clusters
  Score: Raw -1652874.238100 + Penalty 3241.168785 = -1649633.069315
  nChanged 368
		SP:Iteration 11Q (160051.310000 sec): 3 clusters
  Score: Raw -1653012.383388 + Penalty 3241.168785 = -1649771.214603
  nChanged 310
		SP:Iteration 12Q (160051.630000 sec): 3 clusters
  Score: Raw -1653126.210737 + Penalty 3241.168785 = -1649885.041953
  nChanged 295
		SP:Iteration 13Q (160051.910000 sec): 3 clusters
  Score: Raw -1653235.386495 + Penalty 3241.168785 = -1649994.217710
  nChanged 317
		SP:Iteration 14Q (160052.200000 sec): 3 clusters
  Score: Raw -1653367.195344 + Penalty 3241.168785 = -1650126.026559
  nChanged 302
		SP:Iteration 15Q (160052.480000 sec): 3 clusters
  Score: Raw -1653487.084372 + Penalty 3241.168785 = -1650245.915587
  nChanged 284
		SP:Iteration 16Q (160052.820000 sec): 3 clusters
  Score: Raw -1653604.304226 + Penalty 3241.168785 = -1650363.135441
  nChanged 274
		SP:Iteration 17Q (160053.100000 sec): 3 clusters
  Score: Raw -1653721.352809 + Penalty 3241.168785 = -1650480.184024
  nChanged 286
		SP:Iteration 18Q (160053.350000 sec): 3 clusters
  Score: Raw -1653837.050191 + Penalty 3241.168785 = -1650595.881406
  nChanged 255
		SP:Iteration 19Q (160053.630000 sec): 3 clusters
  Score: Raw -1653941.677832 + Penalty 3241.168785 = -1650700.509047
  nChanged 251
		SP:Iteration 20F (160053.890000 sec): 3 clusters
  Score: Raw -1654044.154587 + Penalty 3241.168785 = -1650802.985802
  nChanged 211
		SP:Iteration 21Q (160054.160000 sec): 3 clusters
  Score: Raw -1654123.841262 + Penalty 3241.168785 = -1650882.672477
  nChanged 202
		SP:Iteration 22Q (160054.430000 sec): 3 clusters
  Score: Raw -1654196.871765 + Penalty 3241.168785 = -1650955.702980
  nChanged 181
		SP:Iteration 23Q (160054.670000 sec): 3 clusters
  Score: Raw -1654269.624909 + Penalty 3241.168785 = -1651028.456124
  nChanged 172
		SP:Iteration 24Q (160054.950000 sec): 3 clusters
  Score: Raw -1654333.766379 + Penalty 3241.168785 = -1651092.597594
  nChanged 143
		SP:Iteration 25Q (160055.260000 sec): 3 clusters
  Score: Raw -1654394.436741 + Penalty 3241.168785 = -1651153.267956
  nChanged 137
		SP:Iteration 26Q (160055.550000 sec): 3 clusters
  Score: Raw -1654444.715138 + Penalty 3241.168785 = -1651203.546353
  nChanged 123
		SP:Iteration 27Q (160055.880000 sec): 3 clusters
  Score: Raw -1654491.094958 + Penalty 3241.168785 = -1651249.926174
  nChanged 119
		SP:Iteration 28Q (160056.130000 sec): 3 clusters
  Score: Raw -1654539.553906 + Penalty 3241.168785 = -1651298.385121
  nChanged 107
		SP:Iteration 29Q (160056.420000 sec): 3 clusters
  Score: Raw -1654576.093258 + Penalty 3241.168785 = -1651334.924473
  nChanged 88
		SP:Iteration 30Q (160056.710000 sec): 3 clusters
  Score: Raw -1654603.649084 + Penalty 3241.168785 = -1651362.480299
  nChanged 85
		SP:Iteration 31Q (160056.990000 sec): 3 clusters
  Score: Raw -1654626.639594 + Penalty 3241.168785 = -1651385.470809
  nChanged 63
		SP:Iteration 32Q (160057.240000 sec): 3 clusters
  Score: Raw -1654647.398680 + Penalty 3241.168785 = -1651406.229895
  nChanged 50
		SP:Iteration 33Q (160057.510000 sec): 3 clusters
  Score: Raw -1654662.421975 + Penalty 3241.168785 = -1651421.253190
  nChanged 46
		SP:Iteration 34Q (160057.790000 sec): 3 clusters
  Score: Raw -1654675.602286 + Penalty 3241.168785 = -1651434.433501
  nChanged 43
		SP:Iteration 35Q (160058.070000 sec): 3 clusters
  Score: Raw -1654688.403950 + Penalty 3241.168785 = -1651447.235165
  nChanged 40
		SP:Iteration 36Q (160058.360000 sec): 3 clusters
  Score: Raw -1654700.089082 + Penalty 3241.168785 = -1651458.920297
  nChanged 45
		SP:Iteration 37Q (160058.630000 sec): 3 clusters
  Score: Raw -1654713.527184 + Penalty 3241.168785 = -1651472.358399
  nChanged 34
		SP:Iteration 38Q (160058.940000 sec): 3 clusters
  Score: Raw -1654722.914119 + Penalty 3241.168785 = -1651481.745334
  nChanged 19
		SP:Iteration 39Q (160059.230000 sec): 3 clusters
  Score: Raw -1654727.893618 + Penalty 3241.168785 = -1651486.724833
  nChanged 20
		SP:Iteration 40F (160059.500000 sec): 3 clusters
  Score: Raw -1654732.815838 + Penalty 3241.168785 = -1651491.647053
  nChanged 17
		SP:Iteration 41Q (160059.760000 sec): 3 clusters
  Score: Raw -1654736.084903 + Penalty 3241.168785 = -1651494.916118
  nChanged 14
		SP:Iteration 42Q (160060.070000 sec): 3 clusters
  Score: Raw -1654739.121262 + Penalty 3241.168785 = -1651497.952477
  nChanged 16
		SP:Iteration 43Q (160060.300000 sec): 3 clusters
  Score: Raw -1654743.309191 + Penalty 3241.168785 = -1651502.140406
  nChanged 14
		SP:Iteration 44Q (160060.590000 sec): 3 clusters
  Score: Raw -1654745.851137 + Penalty 3241.168785 = -1651504.682352
  nChanged 9
		SP:Iteration 45Q (160060.930000 sec): 3 clusters
  Score: Raw -1654747.558382 + Penalty 3241.168785 = -1651506.389598
  nChanged 8
		SP:Iteration 46Q (160061.300000 sec): 3 clusters
  Score: Raw -1654749.355602 + Penalty 3241.168785 = -1651508.186817
  nChanged 10
		SP:Iteration 47Q (160061.570000 sec): 3 clusters
  Score: Raw -1654751.689734 + Penalty 3241.168785 = -1651510.520949
  nChanged 10
		SP:Iteration 48Q (160061.840000 sec): 3 clusters
  Score: Raw -1654754.015455 + Penalty 3241.168785 = -1651512.846670
  nChanged 14
		SP:Iteration 49Q (160062.140000 sec): 3 clusters
  Score: Raw -1654756.775093 + Penalty 3241.168785 = -1651515.606308
  nChanged 11
		SP:Iteration 50Q (160062.420000 sec): 3 clusters
  Score: Raw -1654759.429488 + Penalty 3241.168785 = -1651518.260703
  nChanged 9
		SP:Iteration 51Q (160062.670000 sec): 3 clusters
  Score: Raw -1654761.143491 + Penalty 3241.168785 = -1651519.974706
  nChanged 11
		SP:Iteration 52Q (160063.000000 sec): 3 clusters
  Score: Raw -1654762.926373 + Penalty 3241.168785 = -1651521.757588
  nChanged 9
		SP:Iteration 53Q (160063.210000 sec): 3 clusters
  Score: Raw -1654764.842849 + Penalty 3241.168785 = -1651523.674064
  nChanged 11
		SP:Iteration 54Q (160063.520000 sec): 3 clusters
  Score: Raw -1654767.714068 + Penalty 3241.168785 = -1651526.545283
  nChanged 11
		SP:Iteration 55Q (160063.810000 sec): 3 clusters
  Score: Raw -1654771.130394 + Penalty 3241.168785 = -1651529.961609
  nChanged 14
		SP:Iteration 56Q (160064.070000 sec): 3 clusters
  Score: Raw -1654775.647013 + Penalty 3241.168785 = -1651534.478228
  nChanged 13
		SP:Iteration 57Q (160064.330000 sec): 3 clusters
  Score: Raw -1654778.766046 + Penalty 3241.168785 = -1651537.597261
  nChanged 11
		SP:Iteration 58Q (160064.620000 sec): 3 clusters
  Score: Raw -1654782.197824 + Penalty 3241.168785 = -1651541.029039
  nChanged 13
		SP:Iteration 59Q (160064.900000 sec): 3 clusters
  Score: Raw -1654785.487439 + Penalty 3241.168785 = -1651544.318654
  nChanged 12
		SP:Iteration 60F (160065.120000 sec): 3 clusters
  Score: Raw -1654788.152242 + Penalty 3241.168785 = -1651546.983457
  nChanged 9
		SP:Iteration 61Q (160065.390000 sec): 3 clusters
  Score: Raw -1654789.790259 + Penalty 3241.168785 = -1651548.621474
  nChanged 5
		SP:Iteration 62Q (160065.650000 sec): 3 clusters
  Score: Raw -1654791.037348 + Penalty 3241.168785 = -1651549.868563
  nChanged 4
		SP:Iteration 63Q (160065.890000 sec): 3 clusters
  Score: Raw -1654791.651699 + Penalty 3241.168785 = -1651550.482914
  nChanged 2
		SP:Iteration 64Q (160066.190000 sec): 3 clusters
  Score: Raw -1654792.131159 + Penalty 3241.168785 = -1651550.962374
  nChanged 3
		SP:Iteration 65Q (160066.480000 sec): 3 clusters
  Score: Raw -1654792.661465 + Penalty 3241.168785 = -1651551.492680
  nChanged 1
		SP:Iteration 66Q (160066.740000 sec): 3 clusters
  Score: Raw -1654792.891865 + Penalty 3241.168785 = -1651551.723080
  nChanged 2
		SP:Iteration 67Q (160066.990000 sec): 3 clusters
  Score: Raw -1654793.257732 + Penalty 3241.168785 = -1651552.088947
  nChanged 3
		SP:Iteration 68Q (160067.300000 sec): 3 clusters
  Score: Raw -1654793.803557 + Penalty 3241.168785 = -1651552.634772
  nChanged 0
		SP:Iteration 69F (160067.530000 sec): 3 clusters
  Score: Raw -1654793.803557 + Penalty 3241.168785 = -1651552.634772
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 64 (3257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (160067.670000 sec): 2 clusters
  Score: Raw -233611.545276 + Penalty 1314.391293 = -232297.153983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (160067.830000 sec): 3 clusters
  Score: Raw -232065.988589 + Penalty 2628.782587 = -229437.206002
  nChanged 1258
		SP:Iteration 1F (160068.060000 sec): 3 clusters
  Score: Raw -233015.624296 + Penalty 2628.782587 = -230386.841710
  nChanged 327
		SP:Iteration 2F (160068.230000 sec): 3 clusters
  Score: Raw -233323.679801 + Penalty 2628.782587 = -230694.897214
  nChanged 239
		SP:Iteration 3F (160068.440000 sec): 3 clusters
  Score: Raw -233537.988263 + Penalty 2628.782587 = -230909.205676
  nChanged 184
		SP:Iteration 4F (160068.580000 sec): 3 clusters
  Score: Raw -233718.037780 + Penalty 2628.782587 = -231089.255193
  nChanged 161
		SP:Iteration 5Q (160068.800000 sec): 3 clusters
  Score: Raw -233877.612071 + Penalty 2628.782587 = -231248.829484
  nChanged 147
		SP:Iteration 6Q (160068.990000 sec): 3 clusters
  Score: Raw -234028.761508 + Penalty 2628.782587 = -231399.978921
  nChanged 115
		SP:Iteration 7Q (160069.230000 sec): 3 clusters
  Score: Raw -234182.679023 + Penalty 2628.782587 = -231553.896436
  nChanged 117
		SP:Iteration 8Q (160069.410000 sec): 3 clusters
  Score: Raw -234297.356432 + Penalty 2628.782587 = -231668.573845
  nChanged 98
		SP:Iteration 9Q (160069.590000 sec): 3 clusters
  Score: Raw -234366.245295 + Penalty 2628.782587 = -231737.462708
  nChanged 66
		SP:Iteration 10Q (160069.750000 sec): 3 clusters
  Score: Raw -234418.226598 + Penalty 2628.782587 = -231789.444011
  nChanged 46
		SP:Iteration 11Q (160069.920000 sec): 3 clusters
  Score: Raw -234444.952907 + Penalty 2628.782587 = -231816.170321
  nChanged 30
		SP:Iteration 12Q (160070.100000 sec): 3 clusters
  Score: Raw -234459.654551 + Penalty 2628.782587 = -231830.871964
  nChanged 20
		SP:Iteration 13Q (160070.260000 sec): 3 clusters
  Score: Raw -234466.567449 + Penalty 2628.782587 = -231837.784862
  nChanged 11
		SP:Iteration 14Q (160070.430000 sec): 3 clusters
  Score: Raw -234469.794519 + Penalty 2628.782587 = -231841.011933
  nChanged 8
		SP:Iteration 15Q (160070.650000 sec): 3 clusters
  Score: Raw -234472.802408 + Penalty 2628.782587 = -231844.019821
  nChanged 7
		SP:Iteration 16Q (160070.890000 sec): 3 clusters
  Score: Raw -234475.836714 + Penalty 2628.782587 = -231847.054127
  nChanged 9
		SP:Iteration 17Q (160071.060000 sec): 3 clusters
  Score: Raw -234480.099090 + Penalty 2628.782587 = -231851.316504
  nChanged 6
		SP:Iteration 18Q (160071.210000 sec): 3 clusters
  Score: Raw -234481.885782 + Penalty 2628.782587 = -231853.103195
  nChanged 3
		SP:Iteration 19Q (160071.470000 sec): 3 clusters
  Score: Raw -234482.813324 + Penalty 2628.782587 = -231854.030737
  nChanged 6
		SP:Iteration 20F (160071.690000 sec): 3 clusters
  Score: Raw -234485.083631 + Penalty 2628.782587 = -231856.301044
  nChanged 2
		SP:Iteration 21Q (160071.890000 sec): 3 clusters
  Score: Raw -234485.477772 + Penalty 2628.782587 = -231856.695185
  nChanged 0
		SP:Iteration 22F (160072.130000 sec): 3 clusters
  Score: Raw -234485.477772 + Penalty 2628.782587 = -231856.695185
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 65 (633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (160072.240000 sec): 2 clusters
  Score: Raw -50415.273356 + Penalty 1048.201444 = -49367.071913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (160072.450000 sec): 3 clusters
  Score: Raw -50324.279578 + Penalty 2096.402887 = -48227.876690
  nChanged 140
		SP:Iteration 1F (160072.660000 sec): 3 clusters
  Score: Raw -50515.092607 + Penalty 2096.402887 = -48418.689720
  nChanged 41
		SP:Iteration 2F (160072.890000 sec): 3 clusters
  Score: Raw -50611.281080 + Penalty 2096.402887 = -48514.878193
  nChanged 26
		SP:Iteration 3Q (160073.130000 sec): 3 clusters
  Score: Raw -50693.962654 + Penalty 2096.402887 = -48597.559767
  nChanged 21
		SP:Iteration 4Q (160073.320000 sec): 3 clusters
  Score: Raw -50847.776870 + Penalty 2096.402887 = -48751.373983
  nChanged 28
		SP:Iteration 5Q (160073.500000 sec): 3 clusters
  Score: Raw -50973.369845 + Penalty 2096.402887 = -48876.966958
  nChanged 34
		SP:Iteration 6F (160073.690000 sec): 3 clusters
  Score: Raw -51053.865066 + Penalty 2096.402887 = -48957.462178
  nChanged 25
		SP:Iteration 7Q (160073.870000 sec): 3 clusters
  Score: Raw -51109.374601 + Penalty 2096.402887 = -49012.971714
  nChanged 17
		SP:Iteration 8Q (160074.080000 sec): 3 clusters
  Score: Raw -51152.991914 + Penalty 2096.402887 = -49056.589027
  nChanged 16
		SP:Iteration 9Q (160074.310000 sec): 3 clusters
  Score: Raw -51239.646476 + Penalty 2096.402887 = -49143.243589
  nChanged 19
		SP:Iteration 10Q (160074.490000 sec): 3 clusters
  Score: Raw -51290.939584 + Penalty 2096.402887 = -49194.536697
  nChanged 16
		SP:Iteration 11Q (160074.670000 sec): 3 clusters
  Score: Raw -51323.551279 + Penalty 2096.402887 = -49227.148392
  nChanged 7
		SP:Iteration 12Q (160074.830000 sec): 3 clusters
  Score: Raw -51337.891693 + Penalty 2096.402887 = -49241.488806
  nChanged 6
		SP:Iteration 13Q (160075.030000 sec): 3 clusters
  Score: Raw -51354.292071 + Penalty 2096.402887 = -49257.889184
  nChanged 5
		SP:Iteration 14Q (160075.210000 sec): 3 clusters
  Score: Raw -51361.796796 + Penalty 2096.402887 = -49265.393909
  nChanged 4
		SP:Iteration 15Q (160075.480000 sec): 3 clusters
  Score: Raw -51370.348467 + Penalty 2096.402887 = -49273.945580
  nChanged 2
		SP:Iteration 16Q (160075.660000 sec): 3 clusters
  Score: Raw -51373.710403 + Penalty 2096.402887 = -49277.307515
  nChanged 3
		SP:Iteration 17Q (160075.870000 sec): 3 clusters
  Score: Raw -51377.136277 + Penalty 2096.402887 = -49280.733390
  nChanged 2
		SP:Iteration 18Q (160076.050000 sec): 3 clusters
  Score: Raw -51390.354577 + Penalty 2096.402887 = -49293.951690
  nChanged 0
		SP:Iteration 19F (160076.220000 sec): 3 clusters
  Score: Raw -51390.354577 + Penalty 2096.402887 = -49293.951690
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 66 (7152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (160076.340000 sec): 2 clusters
  Score: Raw -603536.652424 + Penalty 1442.211439 = -602094.440985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (160076.550000 sec): 3 clusters
  Score: Raw -599604.187936 + Penalty 2884.422878 = -596719.765058
  nChanged 3020
		SP:Iteration 1F (160076.790000 sec): 3 clusters
  Score: Raw -601392.385617 + Penalty 2884.422878 = -598507.962739
  nChanged 541
		SP:Iteration 2F (160077.000000 sec): 3 clusters
  Score: Raw -601792.701724 + Penalty 2884.422878 = -598908.278846
  nChanged 544
		SP:Iteration 3F (160077.230000 sec): 3 clusters
  Score: Raw -602225.091724 + Penalty 2884.422878 = -599340.668846
  nChanged 568
		SP:Iteration 4F (160077.420000 sec): 3 clusters
  Score: Raw -602729.798477 + Penalty 2884.422878 = -599845.375599
  nChanged 545
		SP:Iteration 5F (160077.640000 sec): 3 clusters
  Score: Raw -603228.201601 + Penalty 2884.422878 = -600343.778723
  nChanged 458
		SP:Iteration 6F (160077.880000 sec): 3 clusters
  Score: Raw -603562.659457 + Penalty 2884.422878 = -600678.236579
  nChanged 344
		SP:Iteration 7Q (160078.130000 sec): 3 clusters
  Score: Raw -603766.821240 + Penalty 2884.422878 = -600882.398362
  nChanged 223
		SP:Iteration 8Q (160078.360000 sec): 3 clusters
  Score: Raw -603867.429174 + Penalty 2884.422878 = -600983.006296
  nChanged 142
		SP:Iteration 9Q (160078.520000 sec): 3 clusters
  Score: Raw -603926.647747 + Penalty 2884.422878 = -601042.224869
  nChanged 103
		SP:Iteration 10Q (160078.730000 sec): 3 clusters
  Score: Raw -603966.183758 + Penalty 2884.422878 = -601081.760880
  nChanged 78
		SP:Iteration 11Q (160078.970000 sec): 3 clusters
  Score: Raw -604000.494781 + Penalty 2884.422878 = -601116.071903
  nChanged 58
		SP:Iteration 12Q (160079.170000 sec): 3 clusters
  Score: Raw -604021.067862 + Penalty 2884.422878 = -601136.644984
  nChanged 51
		SP:Iteration 13Q (160079.360000 sec): 3 clusters
  Score: Raw -604041.071856 + Penalty 2884.422878 = -601156.648978
  nChanged 41
		SP:Iteration 14Q (160079.590000 sec): 3 clusters
  Score: Raw -604056.092156 + Penalty 2884.422878 = -601171.669278
  nChanged 30
		SP:Iteration 15Q (160079.790000 sec): 3 clusters
  Score: Raw -604065.597403 + Penalty 2884.422878 = -601181.174525
  nChanged 29
		SP:Iteration 16Q (160080.000000 sec): 3 clusters
  Score: Raw -604076.447059 + Penalty 2884.422878 = -601192.024181
  nChanged 29
		SP:Iteration 17Q (160080.270000 sec): 3 clusters
  Score: Raw -604088.544468 + Penalty 2884.422878 = -601204.121590
  nChanged 27
		SP:Iteration 18Q (160080.490000 sec): 3 clusters
  Score: Raw -604096.355530 + Penalty 2884.422878 = -601211.932652
  nChanged 16
		SP:Iteration 19Q (160080.730000 sec): 3 clusters
  Score: Raw -604101.321373 + Penalty 2884.422878 = -601216.898495
  nChanged 11
		SP:Iteration 20F (160080.950000 sec): 3 clusters
  Score: Raw -604105.338087 + Penalty 2884.422878 = -601220.915209
  nChanged 11
		SP:Iteration 21Q (160081.150000 sec): 3 clusters
  Score: Raw -604109.165444 + Penalty 2884.422878 = -601224.742566
  nChanged 13
		SP:Iteration 22Q (160081.380000 sec): 3 clusters
  Score: Raw -604113.783837 + Penalty 2884.422878 = -601229.360959
  nChanged 13
		SP:Iteration 23Q (160081.610000 sec): 3 clusters
  Score: Raw -604117.540044 + Penalty 2884.422878 = -601233.117166
  nChanged 11
		SP:Iteration 24Q (160081.810000 sec): 3 clusters
  Score: Raw -604119.795560 + Penalty 2884.422878 = -601235.372682
  nChanged 11
		SP:Iteration 25Q (160082.030000 sec): 3 clusters
  Score: Raw -604122.551456 + Penalty 2884.422878 = -601238.128578
  nChanged 8
		SP:Iteration 26Q (160082.270000 sec): 3 clusters
  Score: Raw -604125.170805 + Penalty 2884.422878 = -601240.747927
  nChanged 12
		SP:Iteration 27Q (160082.450000 sec): 3 clusters
  Score: Raw -604128.184014 + Penalty 2884.422878 = -601243.761136
  nChanged 11
		SP:Iteration 28Q (160082.690000 sec): 3 clusters
  Score: Raw -604132.329370 + Penalty 2884.422878 = -601247.906492
  nChanged 9
		SP:Iteration 29Q (160082.950000 sec): 3 clusters
  Score: Raw -604137.737183 + Penalty 2884.422878 = -601253.314305
  nChanged 17
		SP:Iteration 30Q (160083.160000 sec): 3 clusters
  Score: Raw -604148.392217 + Penalty 2884.422878 = -601263.969339
  nChanged 23
		SP:Iteration 31Q (160083.370000 sec): 3 clusters
  Score: Raw -604162.803050 + Penalty 2884.422878 = -601278.380172
  nChanged 29
		SP:Iteration 32Q (160083.630000 sec): 3 clusters
  Score: Raw -604178.093799 + Penalty 2884.422878 = -601293.670921
  nChanged 27
		SP:Iteration 33Q (160083.820000 sec): 3 clusters
  Score: Raw -604197.400516 + Penalty 2884.422878 = -601312.977638
  nChanged 35
		SP:Iteration 34Q (160084.030000 sec): 3 clusters
  Score: Raw -604215.864879 + Penalty 2884.422878 = -601331.442001
  nChanged 30
		SP:Iteration 35Q (160084.240000 sec): 3 clusters
  Score: Raw -604230.398844 + Penalty 2884.422878 = -601345.975966
  nChanged 24
		SP:Iteration 36Q (160084.440000 sec): 3 clusters
  Score: Raw -604239.138085 + Penalty 2884.422878 = -601354.715207
  nChanged 21
		SP:Iteration 37Q (160084.650000 sec): 3 clusters
  Score: Raw -604249.398582 + Penalty 2884.422878 = -601364.975704
  nChanged 13
		SP:Iteration 38Q (160084.850000 sec): 3 clusters
  Score: Raw -604253.303635 + Penalty 2884.422878 = -601368.880757
  nChanged 11
		SP:Iteration 39Q (160085.060000 sec): 3 clusters
  Score: Raw -604256.251834 + Penalty 2884.422878 = -601371.828956
  nChanged 7
		SP:Iteration 40F (160085.300000 sec): 3 clusters
  Score: Raw -604259.115783 + Penalty 2884.422878 = -601374.692905
  nChanged 7
		SP:Iteration 41Q (160085.540000 sec): 3 clusters
  Score: Raw -604263.032798 + Penalty 2884.422878 = -601378.609920
  nChanged 10
		SP:Iteration 42Q (160085.750000 sec): 3 clusters
  Score: Raw -604267.159481 + Penalty 2884.422878 = -601382.736603
  nChanged 10
		SP:Iteration 43Q (160085.980000 sec): 3 clusters
  Score: Raw -604271.888342 + Penalty 2884.422878 = -601387.465464
  nChanged 11
		SP:Iteration 44Q (160086.200000 sec): 3 clusters
  Score: Raw -604277.989726 + Penalty 2884.422878 = -601393.566848
  nChanged 15
		SP:Iteration 45Q (160086.430000 sec): 3 clusters
  Score: Raw -604283.430684 + Penalty 2884.422878 = -601399.007806
  nChanged 12
		SP:Iteration 46Q (160086.600000 sec): 3 clusters
  Score: Raw -604289.024337 + Penalty 2884.422878 = -601404.601459
  nChanged 12
		SP:Iteration 47Q (160086.840000 sec): 3 clusters
  Score: Raw -604294.169555 + Penalty 2884.422878 = -601409.746677
  nChanged 10
		SP:Iteration 48Q (160087.050000 sec): 3 clusters
  Score: Raw -604296.848744 + Penalty 2884.422878 = -601412.425866
  nChanged 9
		SP:Iteration 49Q (160087.290000 sec): 3 clusters
  Score: Raw -604299.125063 + Penalty 2884.422878 = -601414.702185
  nChanged 3
		SP:Iteration 50Q (160087.470000 sec): 3 clusters
  Score: Raw -604299.896420 + Penalty 2884.422878 = -601415.473542
  nChanged 1
		SP:Iteration 51Q (160087.700000 sec): 3 clusters
  Score: Raw -604300.088904 + Penalty 2884.422878 = -601415.666026
  nChanged 2
		SP:Iteration 52Q (160087.910000 sec): 3 clusters
  Score: Raw -604300.399705 + Penalty 2884.422878 = -601415.976827
  nChanged 0
		SP:Iteration 53F (160088.090000 sec): 3 clusters
  Score: Raw -604300.399705 + Penalty 2884.422878 = -601415.976827
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 67 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (160088.180000 sec): 2 clusters
  Score: Raw -36397.415947 + Penalty 986.494881 = -35410.921066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (160088.330000 sec): 3 clusters
  Score: Raw -36391.857822 + Penalty 1972.989762 = -34418.868061
  nChanged 91
		SP:Iteration 1F (160088.530000 sec): 3 clusters
  Score: Raw -36549.333470 + Penalty 1972.989762 = -34576.343708
  nChanged 24
		SP:Iteration 2F (160088.620000 sec): 3 clusters
  Score: Raw -36605.618921 + Penalty 1972.989762 = -34632.629159
  nChanged 15
		SP:Iteration 3Q (160088.760000 sec): 3 clusters
  Score: Raw -36652.081761 + Penalty 1972.989762 = -34679.092000
  nChanged 5
		SP:Iteration 4Q (160088.930000 sec): 3 clusters
  Score: Raw -36667.150615 + Penalty 1972.989762 = -34694.160854
  nChanged 3
		SP:Iteration 5Q (160089.090000 sec): 3 clusters
  Score: Raw -36681.584217 + Penalty 1972.989762 = -34708.594455
  nChanged 4
		SP:Iteration 6Q (160089.300000 sec): 3 clusters
  Score: Raw -36689.959863 + Penalty 1972.989762 = -34716.970101
  nChanged 3
		SP:Iteration 7Q (160089.490000 sec): 3 clusters
  Score: Raw -36702.286958 + Penalty 1972.989762 = -34729.297196
  nChanged 3
		SP:Iteration 8Q (160089.700000 sec): 3 clusters
  Score: Raw -36722.748086 + Penalty 1972.989762 = -34749.758325
  nChanged 4
		SP:Iteration 9Q (160089.900000 sec): 3 clusters
  Score: Raw -36749.658817 + Penalty 1972.989762 = -34776.669055
  nChanged 3
		SP:Iteration 10Q (160090.060000 sec): 3 clusters
  Score: Raw -36764.970976 + Penalty 1972.989762 = -34791.981215
  nChanged 3
		SP:Iteration 11Q (160090.260000 sec): 3 clusters
  Score: Raw -36794.986546 + Penalty 1972.989762 = -34821.996784
  nChanged 5
		SP:Iteration 12Q (160090.480000 sec): 3 clusters
  Score: Raw -36851.401898 + Penalty 1972.989762 = -34878.412137
  nChanged 7
		SP:Iteration 13Q (160090.640000 sec): 3 clusters
  Score: Raw -36941.866958 + Penalty 1972.989762 = -34968.877197
  nChanged 11
		SP:Iteration 14Q (160090.820000 sec): 3 clusters
  Score: Raw -37004.453126 + Penalty 1972.989762 = -35031.463365
  nChanged 15
		SP:Iteration 15Q (160090.980000 sec): 3 clusters
  Score: Raw -37033.974513 + Penalty 1972.989762 = -35060.984751
  nChanged 7
		SP:Iteration 16Q (160091.170000 sec): 3 clusters
  Score: Raw -37048.846543 + Penalty 1972.989762 = -35075.856781
  nChanged 7
		SP:Iteration 17Q (160091.390000 sec): 3 clusters
  Score: Raw -37067.455883 + Penalty 1972.989762 = -35094.466121
  nChanged 6
		SP:Iteration 18Q (160091.580000 sec): 3 clusters
  Score: Raw -37077.203271 + Penalty 1972.989762 = -35104.213509
  nChanged 4
		SP:Iteration 19Q (160091.750000 sec): 3 clusters
  Score: Raw -37085.597616 + Penalty 1972.989762 = -35112.607854
  nChanged 1
		SP:Iteration 20F (160091.940000 sec): 3 clusters
  Score: Raw -37090.301887 + Penalty 1972.989762 = -35117.312125
  nChanged 3
		SP:Iteration 21Q (160092.140000 sec): 3 clusters
  Score: Raw -37100.964087 + Penalty 1972.989762 = -35127.974325
  nChanged 4
		SP:Iteration 22Q (160092.360000 sec): 3 clusters
  Score: Raw -37110.365501 + Penalty 1972.989762 = -35137.375739
  nChanged 2
		SP:Iteration 23Q (160092.470000 sec): 3 clusters
  Score: Raw -37117.189121 + Penalty 1972.989762 = -35144.199359
  nChanged 3
		SP:Iteration 24Q (160092.610000 sec): 3 clusters
  Score: Raw -37123.856709 + Penalty 1972.989762 = -35150.866948
  nChanged 0
		SP:Iteration 25F (160092.780000 sec): 3 clusters
  Score: Raw -37123.856709 + Penalty 1972.989762 = -35150.866948
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 68 (14391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (160092.940000 sec): 2 clusters
  Score: Raw -1226861.225784 + Penalty 1555.833222 = -1225305.392562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (160093.200000 sec): 3 clusters
  Score: Raw -1218488.019460 + Penalty 3111.666444 = -1215376.353016
  nChanged 6367
		SP:Iteration 1F (160093.430000 sec): 3 clusters
  Score: Raw -1222038.485485 + Penalty 3111.666444 = -1218926.819040
  nChanged 749
		SP:Iteration 2F (160093.670000 sec): 3 clusters
  Score: Raw -1222349.115322 + Penalty 3111.666444 = -1219237.448878
  nChanged 662
		SP:Iteration 3Q (160093.920000 sec): 3 clusters
  Score: Raw -1222600.887641 + Penalty 3111.666444 = -1219489.221197
  nChanged 612
		SP:Iteration 4Q (160094.140000 sec): 3 clusters
  Score: Raw -1222857.842772 + Penalty 3111.666444 = -1219746.176328
  nChanged 560
		SP:Iteration 5Q (160094.370000 sec): 3 clusters
  Score: Raw -1223090.790641 + Penalty 3111.666444 = -1219979.124197
  nChanged 572
		SP:Iteration 6Q (160094.600000 sec): 3 clusters
  Score: Raw -1223364.578896 + Penalty 3111.666444 = -1220252.912452
  nChanged 611
		SP:Iteration 7Q (160094.870000 sec): 3 clusters
  Score: Raw -1223722.096568 + Penalty 3111.666444 = -1220610.430123
  nChanged 614
		SP:Iteration 8Q (160095.150000 sec): 3 clusters
  Score: Raw -1224135.667364 + Penalty 3111.666444 = -1221024.000919
  nChanged 680
		SP:Iteration 9Q (160095.410000 sec): 3 clusters
  Score: Raw -1224621.145127 + Penalty 3111.666444 = -1221509.478683
  nChanged 663
		SP:Iteration 10Q (160095.630000 sec): 3 clusters
  Score: Raw -1225138.302841 + Penalty 3111.666444 = -1222026.636397
  nChanged 617
		SP:Iteration 11Q (160095.890000 sec): 3 clusters
  Score: Raw -1225602.891891 + Penalty 3111.666444 = -1222491.225446
  nChanged 486
		SP:Iteration 12Q (160096.100000 sec): 3 clusters
  Score: Raw -1225924.905389 + Penalty 3111.666444 = -1222813.238945
  nChanged 402
		SP:Iteration 13Q (160096.340000 sec): 3 clusters
  Score: Raw -1226154.317721 + Penalty 3111.666444 = -1223042.651276
  nChanged 349
		SP:Iteration 14Q (160096.610000 sec): 3 clusters
  Score: Raw -1226354.146611 + Penalty 3111.666444 = -1223242.480167
  nChanged 286
		SP:Iteration 15Q (160096.870000 sec): 3 clusters
  Score: Raw -1226530.369013 + Penalty 3111.666444 = -1223418.702569
  nChanged 238
		SP:Iteration 16Q (160097.140000 sec): 3 clusters
  Score: Raw -1226678.830995 + Penalty 3111.666444 = -1223567.164550
  nChanged 224
		SP:Iteration 17Q (160097.390000 sec): 3 clusters
  Score: Raw -1226834.977298 + Penalty 3111.666444 = -1223723.310854
  nChanged 190
		SP:Iteration 18Q (160097.620000 sec): 3 clusters
  Score: Raw -1226933.855367 + Penalty 3111.666444 = -1223822.188922
  nChanged 153
		SP:Iteration 19Q (160097.840000 sec): 3 clusters
  Score: Raw -1227013.446341 + Penalty 3111.666444 = -1223901.779896
  nChanged 146
		SP:Iteration 20F (160098.130000 sec): 3 clusters
  Score: Raw -1227090.773486 + Penalty 3111.666444 = -1223979.107042
  nChanged 127
		SP:Iteration 21Q (160098.360000 sec): 3 clusters
  Score: Raw -1227147.815300 + Penalty 3111.666444 = -1224036.148856
  nChanged 96
		SP:Iteration 22Q (160098.610000 sec): 3 clusters
  Score: Raw -1227184.762497 + Penalty 3111.666444 = -1224073.096053
  nChanged 74
		SP:Iteration 23Q (160098.880000 sec): 3 clusters
  Score: Raw -1227209.924499 + Penalty 3111.666444 = -1224098.258055
  nChanged 61
		SP:Iteration 24Q (160099.130000 sec): 3 clusters
  Score: Raw -1227232.759959 + Penalty 3111.666444 = -1224121.093515
  nChanged 55
		SP:Iteration 25Q (160099.370000 sec): 3 clusters
  Score: Raw -1227249.308541 + Penalty 3111.666444 = -1224137.642097
  nChanged 38
		SP:Iteration 26Q (160099.620000 sec): 3 clusters
  Score: Raw -1227262.437713 + Penalty 3111.666444 = -1224150.771269
  nChanged 34
		SP:Iteration 27Q (160099.850000 sec): 3 clusters
  Score: Raw -1227272.950909 + Penalty 3111.666444 = -1224161.284465
  nChanged 34
		SP:Iteration 28Q (160100.100000 sec): 3 clusters
  Score: Raw -1227282.973456 + Penalty 3111.666444 = -1224171.307012
  nChanged 28
		SP:Iteration 29Q (160100.340000 sec): 3 clusters
  Score: Raw -1227289.779631 + Penalty 3111.666444 = -1224178.113187
  nChanged 18
		SP:Iteration 30Q (160100.630000 sec): 3 clusters
  Score: Raw -1227294.665825 + Penalty 3111.666444 = -1224182.999381
  nChanged 15
		SP:Iteration 31Q (160100.890000 sec): 3 clusters
  Score: Raw -1227297.809493 + Penalty 3111.666444 = -1224186.143049
  nChanged 5
		SP:Iteration 32Q (160101.130000 sec): 3 clusters
  Score: Raw -1227298.724792 + Penalty 3111.666444 = -1224187.058347
  nChanged 3
		SP:Iteration 33Q (160101.360000 sec): 3 clusters
  Score: Raw -1227299.189794 + Penalty 3111.666444 = -1224187.523350
  nChanged 4
		SP:Iteration 34Q (160101.650000 sec): 3 clusters
  Score: Raw -1227300.062674 + Penalty 3111.666444 = -1224188.396229
  nChanged 4
		SP:Iteration 35Q (160101.900000 sec): 3 clusters
  Score: Raw -1227300.778785 + Penalty 3111.666444 = -1224189.112340
  nChanged 3
		SP:Iteration 36Q (160102.170000 sec): 3 clusters
  Score: Raw -1227301.365122 + Penalty 3111.666444 = -1224189.698677
  nChanged 3
		SP:Iteration 37Q (160102.430000 sec): 3 clusters
  Score: Raw -1227301.700800 + Penalty 3111.666444 = -1224190.034355
  nChanged 1
		SP:Iteration 38Q (160102.750000 sec): 3 clusters
  Score: Raw -1227301.882916 + Penalty 3111.666444 = -1224190.216472
  nChanged 2
		SP:Iteration 39Q (160102.990000 sec): 3 clusters
  Score: Raw -1227302.273331 + Penalty 3111.666444 = -1224190.606887
  nChanged 2
		SP:Iteration 40F (160103.250000 sec): 3 clusters
  Score: Raw -1227302.639022 + Penalty 3111.666444 = -1224190.972578
  nChanged 1
		SP:Iteration 41Q (160103.500000 sec): 3 clusters
  Score: Raw -1227302.857640 + Penalty 3111.666444 = -1224191.191196
  nChanged 0
		SP:Iteration 42F (160103.780000 sec): 3 clusters
  Score: Raw -1227302.857640 + Penalty 3111.666444 = -1224191.191196
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 69 (520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (160103.920000 sec): 2 clusters
  Score: Raw -45139.679809 + Penalty 1016.247182 = -44123.432627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (160104.120000 sec): 3 clusters
  Score: Raw -45061.071588 + Penalty 2032.494364 = -43028.577224
  nChanged 123
		SP:Iteration 1F (160104.330000 sec): 3 clusters
  Score: Raw -45218.451674 + Penalty 2032.494364 = -43185.957310
  nChanged 39
		SP:Iteration 2F (160104.480000 sec): 3 clusters
  Score: Raw -45277.138320 + Penalty 2032.494364 = -43244.643956
  nChanged 13
		SP:Iteration 3Q (160104.670000 sec): 3 clusters
  Score: Raw -45297.973584 + Penalty 2032.494364 = -43265.479220
  nChanged 5
		SP:Iteration 4Q (160104.850000 sec): 3 clusters
  Score: Raw -45305.412926 + Penalty 2032.494364 = -43272.918562
  nChanged 3
		SP:Iteration 5Q (160105.040000 sec): 3 clusters
  Score: Raw -45313.278098 + Penalty 2032.494364 = -43280.783734
  nChanged 5
		SP:Iteration 6Q (160105.240000 sec): 3 clusters
  Score: Raw -45320.786027 + Penalty 2032.494364 = -43288.291663
  nChanged 4
		SP:Iteration 7Q (160105.380000 sec): 3 clusters
  Score: Raw -45326.028043 + Penalty 2032.494364 = -43293.533679
  nChanged 3
		SP:Iteration 8Q (160105.510000 sec): 3 clusters
  Score: Raw -45333.883012 + Penalty 2032.494364 = -43301.388648
  nChanged 5
		SP:Iteration 9Q (160105.620000 sec): 3 clusters
  Score: Raw -45344.277901 + Penalty 2032.494364 = -43311.783537
  nChanged 6
		SP:Iteration 10Q (160105.790000 sec): 3 clusters
  Score: Raw -45351.305789 + Penalty 2032.494364 = -43318.811426
  nChanged 3
		SP:Iteration 11Q (160105.960000 sec): 3 clusters
  Score: Raw -45355.320250 + Penalty 2032.494364 = -43322.825886
  nChanged 3
		SP:Iteration 12Q (160106.120000 sec): 3 clusters
  Score: Raw -45359.701401 + Penalty 2032.494364 = -43327.207037
  nChanged 1
		SP:Iteration 13Q (160106.310000 sec): 3 clusters
  Score: Raw -45360.012477 + Penalty 2032.494364 = -43327.518113
  nChanged 0
		SP:Iteration 14F (160106.430000 sec): 3 clusters
  Score: Raw -45360.012477 + Penalty 2032.494364 = -43327.518113
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 70 (1932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (160106.500000 sec): 2 clusters
  Score: Raw -157110.965924 + Penalty 1229.525540 = -155881.440384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (160106.670000 sec): 3 clusters
  Score: Raw -156276.305094 + Penalty 2459.051080 = -153817.254014
  nChanged 708
		SP:Iteration 1F (160106.800000 sec): 3 clusters
  Score: Raw -156735.679670 + Penalty 2459.051080 = -154276.628590
  nChanged 163
		SP:Iteration 2F (160106.930000 sec): 3 clusters
  Score: Raw -156887.568519 + Penalty 2459.051080 = -154428.517440
  nChanged 134
		SP:Iteration 3F (160107.050000 sec): 3 clusters
  Score: Raw -156990.546164 + Penalty 2459.051080 = -154531.495084
  nChanged 96
		SP:Iteration 4Q (160107.180000 sec): 3 clusters
  Score: Raw -157068.942231 + Penalty 2459.051080 = -154609.891151
  nChanged 80
		SP:Iteration 5Q (160107.310000 sec): 3 clusters
  Score: Raw -157130.096191 + Penalty 2459.051080 = -154671.045111
  nChanged 58
		SP:Iteration 6Q (160107.440000 sec): 3 clusters
  Score: Raw -157177.946186 + Penalty 2459.051080 = -154718.895106
  nChanged 64
		SP:Iteration 7Q (160107.550000 sec): 3 clusters
  Score: Raw -157232.425962 + Penalty 2459.051080 = -154773.374882
  nChanged 47
		SP:Iteration 8Q (160107.660000 sec): 3 clusters
  Score: Raw -157267.807736 + Penalty 2459.051080 = -154808.756656
  nChanged 39
		SP:Iteration 9Q (160107.830000 sec): 3 clusters
  Score: Raw -157299.054649 + Penalty 2459.051080 = -154840.003569
  nChanged 38
		SP:Iteration 10Q (160108.040000 sec): 3 clusters
  Score: Raw -157329.712442 + Penalty 2459.051080 = -154870.661362
  nChanged 34
		SP:Iteration 11Q (160108.170000 sec): 3 clusters
  Score: Raw -157356.184738 + Penalty 2459.051080 = -154897.133658
  nChanged 26
		SP:Iteration 12Q (160108.350000 sec): 3 clusters
  Score: Raw -157372.032907 + Penalty 2459.051080 = -154912.981827
  nChanged 15
		SP:Iteration 13Q (160108.490000 sec): 3 clusters
  Score: Raw -157380.739520 + Penalty 2459.051080 = -154921.688440
  nChanged 20
		SP:Iteration 14Q (160108.610000 sec): 3 clusters
  Score: Raw -157396.068740 + Penalty 2459.051080 = -154937.017660
  nChanged 20
		SP:Iteration 15Q (160108.740000 sec): 3 clusters
  Score: Raw -157409.549793 + Penalty 2459.051080 = -154950.498713
  nChanged 18
		SP:Iteration 16Q (160108.870000 sec): 3 clusters
  Score: Raw -157424.192541 + Penalty 2459.051080 = -154965.141461
  nChanged 12
		SP:Iteration 17Q (160109.000000 sec): 3 clusters
  Score: Raw -157435.502107 + Penalty 2459.051080 = -154976.451027
  nChanged 15
		SP:Iteration 18Q (160109.120000 sec): 3 clusters
  Score: Raw -157445.246749 + Penalty 2459.051080 = -154986.195670
  nChanged 11
		SP:Iteration 19Q (160109.250000 sec): 3 clusters
  Score: Raw -157453.371480 + Penalty 2459.051080 = -154994.320400
  nChanged 17
		SP:Iteration 20F (160109.380000 sec): 3 clusters
  Score: Raw -157465.029401 + Penalty 2459.051080 = -155005.978322
  nChanged 8
		SP:Iteration 21Q (160109.510000 sec): 3 clusters
  Score: Raw -157469.598295 + Penalty 2459.051080 = -155010.547215
  nChanged 4
		SP:Iteration 22Q (160109.680000 sec): 3 clusters
  Score: Raw -157472.126523 + Penalty 2459.051080 = -155013.075444
  nChanged 6
		SP:Iteration 23Q (160109.900000 sec): 3 clusters
  Score: Raw -157476.992790 + Penalty 2459.051080 = -155017.941710
  nChanged 4
		SP:Iteration 24Q (160110.070000 sec): 3 clusters
  Score: Raw -157481.837399 + Penalty 2459.051080 = -155022.786319
  nChanged 5
		SP:Iteration 25Q (160110.220000 sec): 3 clusters
  Score: Raw -157486.397212 + Penalty 2459.051080 = -155027.346132
  nChanged 6
		SP:Iteration 26Q (160110.410000 sec): 3 clusters
  Score: Raw -157490.404851 + Penalty 2459.051080 = -155031.353772
  nChanged 3
		SP:Iteration 27Q (160110.540000 sec): 3 clusters
  Score: Raw -157492.155214 + Penalty 2459.051080 = -155033.104134
  nChanged 5
		SP:Iteration 28Q (160110.750000 sec): 3 clusters
  Score: Raw -157496.807701 + Penalty 2459.051080 = -155037.756621
  nChanged 3
		SP:Iteration 29Q (160110.890000 sec): 3 clusters
  Score: Raw -157499.132835 + Penalty 2459.051080 = -155040.081755
  nChanged 4
		SP:Iteration 30Q (160111.090000 sec): 3 clusters
  Score: Raw -157500.749729 + Penalty 2459.051080 = -155041.698649
  nChanged 3
		SP:Iteration 31Q (160111.250000 sec): 3 clusters
  Score: Raw -157502.985345 + Penalty 2459.051080 = -155043.934265
  nChanged 4
		SP:Iteration 32Q (160111.450000 sec): 3 clusters
  Score: Raw -157505.299595 + Penalty 2459.051080 = -155046.248515
  nChanged 3
		SP:Iteration 33Q (160111.650000 sec): 3 clusters
  Score: Raw -157507.389949 + Penalty 2459.051080 = -155048.338870
  nChanged 2
		SP:Iteration 34Q (160111.830000 sec): 3 clusters
  Score: Raw -157508.445037 + Penalty 2459.051080 = -155049.393958
  nChanged 1
		SP:Iteration 35Q (160112.010000 sec): 3 clusters
  Score: Raw -157509.037866 + Penalty 2459.051080 = -155049.986786
  nChanged 0
		SP:Iteration 36F (160112.200000 sec): 3 clusters
  Score: Raw -157509.037866 + Penalty 2459.051080 = -155049.986786
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 71 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (160112.330000 sec): 2 clusters
  Score: Raw -36282.560112 + Penalty 977.625538 = -35304.934573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (160112.480000 sec): 3 clusters
  Score: Raw -36227.106848 + Penalty 1955.251077 = -34271.855771
  nChanged 73
		SP:Iteration 1F (160112.680000 sec): 3 clusters
  Score: Raw -36351.194318 + Penalty 1955.251077 = -34395.943241
  nChanged 21
		SP:Iteration 2F (160112.830000 sec): 3 clusters
  Score: Raw -36391.165183 + Penalty 1955.251077 = -34435.914106
  nChanged 12
		SP:Iteration 3Q (160113.000000 sec): 3 clusters
  Score: Raw -36408.570604 + Penalty 1955.251077 = -34453.319527
  nChanged 3
		SP:Iteration 4Q (160113.190000 sec): 3 clusters
  Score: Raw -36417.960967 + Penalty 1955.251077 = -34462.709890
  nChanged 2
		SP:Iteration 5Q (160113.330000 sec): 3 clusters
  Score: Raw -36419.801965 + Penalty 1955.251077 = -34464.550888
  nChanged 0
		SP:Iteration 6F (160113.520000 sec): 3 clusters
  Score: Raw -36419.801965 + Penalty 1955.251077 = -34464.550888
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 72 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (160113.610000 sec): 2 clusters
  Score: Raw -22670.541171 + Penalty 899.175792 = -21771.365379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (160113.780000 sec): 3 clusters
  Score: Raw -22713.159149 + Penalty 1798.351584 = -20914.807566
  nChanged 37
		SP:Iteration 1F (160113.980000 sec): 3 clusters
  Score: Raw -22816.112994 + Penalty 1798.351584 = -21017.761410
  nChanged 8
		SP:Iteration 2Q (160114.150000 sec): 3 clusters
  Score: Raw -22833.311544 + Penalty 1798.351584 = -21034.959960
  nChanged 2
		SP:Iteration 3Q (160114.350000 sec): 3 clusters
  Score: Raw -22839.045545 + Penalty 1798.351584 = -21040.693961
  nChanged 2
		SP:Iteration 4Q (160114.470000 sec): 3 clusters
  Score: Raw -22845.322745 + Penalty 1798.351584 = -21046.971161
  nChanged 1
		SP:Iteration 5Q (160114.600000 sec): 3 clusters
  Score: Raw -22847.675136 + Penalty 1798.351584 = -21049.323552
  nChanged 0
		SP:Iteration 6F (160114.790000 sec): 3 clusters
  Score: Raw -22847.675136 + Penalty 1798.351584 = -21049.323552
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 73 (8000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (160114.910000 sec): 2 clusters
  Score: Raw -643809.782971 + Penalty 1460.419483 = -642349.363488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (160115.140000 sec): 3 clusters
  Score: Raw -639324.826038 + Penalty 2920.838967 = -636403.987071
  nChanged 3413
		SP:Iteration 1F (160115.380000 sec): 3 clusters
  Score: Raw -641181.321277 + Penalty 2920.838967 = -638260.482310
  nChanged 515
		SP:Iteration 2F (160115.590000 sec): 3 clusters
  Score: Raw -641435.305399 + Penalty 2920.838967 = -638514.466432
  nChanged 415
		SP:Iteration 3F (160115.820000 sec): 3 clusters
  Score: Raw -641619.714263 + Penalty 2920.838967 = -638698.875296
  nChanged 364
		SP:Iteration 4Q (160116.070000 sec): 3 clusters
  Score: Raw -641798.398586 + Penalty 2920.838967 = -638877.559619
  nChanged 356
		SP:Iteration 5Q (160116.280000 sec): 3 clusters
  Score: Raw -641996.800531 + Penalty 2920.838967 = -639075.961565
  nChanged 303
		SP:Iteration 6Q (160116.510000 sec): 3 clusters
  Score: Raw -642202.577021 + Penalty 2920.838967 = -639281.738054
  nChanged 310
		SP:Iteration 7Q (160116.740000 sec): 3 clusters
  Score: Raw -642415.265518 + Penalty 2920.838967 = -639494.426551
  nChanged 313
		SP:Iteration 8Q (160116.950000 sec): 3 clusters
  Score: Raw -642605.070317 + Penalty 2920.838967 = -639684.231350
  nChanged 270
		SP:Iteration 9Q (160117.170000 sec): 3 clusters
  Score: Raw -642769.843458 + Penalty 2920.838967 = -639849.004492
  nChanged 246
		SP:Iteration 10Q (160117.380000 sec): 3 clusters
  Score: Raw -642904.430301 + Penalty 2920.838967 = -639983.591334
  nChanged 235
		SP:Iteration 11Q (160117.640000 sec): 3 clusters
  Score: Raw -643021.295990 + Penalty 2920.838967 = -640100.457024
  nChanged 176
		SP:Iteration 12Q (160117.860000 sec): 3 clusters
  Score: Raw -643104.770743 + Penalty 2920.838967 = -640183.931776
  nChanged 164
		SP:Iteration 13Q (160118.050000 sec): 3 clusters
  Score: Raw -643182.909465 + Penalty 2920.838967 = -640262.070498
  nChanged 152
		SP:Iteration 14Q (160118.240000 sec): 3 clusters
  Score: Raw -643261.706756 + Penalty 2920.838967 = -640340.867790
  nChanged 146
		SP:Iteration 15Q (160118.420000 sec): 3 clusters
  Score: Raw -643333.682302 + Penalty 2920.838967 = -640412.843336
  nChanged 145
		SP:Iteration 16Q (160118.660000 sec): 3 clusters
  Score: Raw -643402.632874 + Penalty 2920.838967 = -640481.793907
  nChanged 127
		SP:Iteration 17Q (160118.890000 sec): 3 clusters
  Score: Raw -643466.681930 + Penalty 2920.838967 = -640545.842964
  nChanged 135
		SP:Iteration 18Q (160119.110000 sec): 3 clusters
  Score: Raw -643533.160788 + Penalty 2920.838967 = -640612.321822
  nChanged 113
		SP:Iteration 19Q (160119.280000 sec): 3 clusters
  Score: Raw -643590.452328 + Penalty 2920.838967 = -640669.613362
  nChanged 102
		SP:Iteration 20F (160119.490000 sec): 3 clusters
  Score: Raw -643649.779118 + Penalty 2920.838967 = -640728.940152
  nChanged 109
		SP:Iteration 21Q (160119.780000 sec): 3 clusters
  Score: Raw -643712.879149 + Penalty 2920.838967 = -640792.040182
  nChanged 97
		SP:Iteration 22Q (160120.000000 sec): 3 clusters
  Score: Raw -643760.411715 + Penalty 2920.838967 = -640839.572749
  nChanged 84
		SP:Iteration 23Q (160120.220000 sec): 3 clusters
  Score: Raw -643807.674374 + Penalty 2920.838967 = -640886.835407
  nChanged 74
		SP:Iteration 24Q (160120.430000 sec): 3 clusters
  Score: Raw -643847.307708 + Penalty 2920.838967 = -640926.468741
  nChanged 72
		SP:Iteration 25Q (160120.680000 sec): 3 clusters
  Score: Raw -643883.412250 + Penalty 2920.838967 = -640962.573283
  nChanged 75
		SP:Iteration 26Q (160120.890000 sec): 3 clusters
  Score: Raw -643922.720563 + Penalty 2920.838967 = -641001.881597
  nChanged 66
		SP:Iteration 27Q (160121.040000 sec): 3 clusters
  Score: Raw -643958.642563 + Penalty 2920.838967 = -641037.803597
  nChanged 49
		SP:Iteration 28Q (160121.260000 sec): 3 clusters
  Score: Raw -643984.252296 + Penalty 2920.838967 = -641063.413330
  nChanged 53
		SP:Iteration 29Q (160121.500000 sec): 3 clusters
  Score: Raw -644015.251670 + Penalty 2920.838967 = -641094.412703
  nChanged 50
		SP:Iteration 30Q (160121.720000 sec): 3 clusters
  Score: Raw -644052.399001 + Penalty 2920.838967 = -641131.560034
  nChanged 59
		SP:Iteration 31Q (160121.920000 sec): 3 clusters
  Score: Raw -644093.598834 + Penalty 2920.838967 = -641172.759867
  nChanged 54
		SP:Iteration 32Q (160122.190000 sec): 3 clusters
  Score: Raw -644125.417124 + Penalty 2920.838967 = -641204.578157
  nChanged 51
		SP:Iteration 33Q (160122.400000 sec): 3 clusters
  Score: Raw -644163.331411 + Penalty 2920.838967 = -641242.492444
  nChanged 50
		SP:Iteration 34Q (160122.620000 sec): 3 clusters
  Score: Raw -644195.309713 + Penalty 2920.838967 = -641274.470746
  nChanged 56
		SP:Iteration 35Q (160122.890000 sec): 3 clusters
  Score: Raw -644230.993759 + Penalty 2920.838967 = -641310.154792
  nChanged 53
		SP:Iteration 36Q (160123.110000 sec): 3 clusters
  Score: Raw -644275.524025 + Penalty 2920.838967 = -641354.685058
  nChanged 51
		SP:Iteration 37Q (160123.340000 sec): 3 clusters
  Score: Raw -644311.758346 + Penalty 2920.838967 = -641390.919379
  nChanged 39
		SP:Iteration 38Q (160123.520000 sec): 3 clusters
  Score: Raw -644332.431186 + Penalty 2920.838967 = -641411.592219
  nChanged 26
		SP:Iteration 39Q (160123.740000 sec): 3 clusters
  Score: Raw -644345.252346 + Penalty 2920.838967 = -641424.413379
  nChanged 20
		SP:Iteration 40F (160123.910000 sec): 3 clusters
  Score: Raw -644355.107169 + Penalty 2920.838967 = -641434.268202
  nChanged 21
		SP:Iteration 41Q (160124.150000 sec): 3 clusters
  Score: Raw -644365.437050 + Penalty 2920.838967 = -641444.598083
  nChanged 19
		SP:Iteration 42Q (160124.430000 sec): 3 clusters
  Score: Raw -644374.830896 + Penalty 2920.838967 = -641453.991930
  nChanged 21
		SP:Iteration 43Q (160124.630000 sec): 3 clusters
  Score: Raw -644383.296037 + Penalty 2920.838967 = -641462.457070
  nChanged 13
		SP:Iteration 44Q (160124.840000 sec): 3 clusters
  Score: Raw -644389.011309 + Penalty 2920.838967 = -641468.172343
  nChanged 16
		SP:Iteration 45Q (160125.050000 sec): 3 clusters
  Score: Raw -644394.988528 + Penalty 2920.838967 = -641474.149561
  nChanged 10
		SP:Iteration 46Q (160125.240000 sec): 3 clusters
  Score: Raw -644399.631119 + Penalty 2920.838967 = -641478.792153
  nChanged 10
		SP:Iteration 47Q (160125.480000 sec): 3 clusters
  Score: Raw -644406.897669 + Penalty 2920.838967 = -641486.058702
  nChanged 13
		SP:Iteration 48Q (160125.680000 sec): 3 clusters
  Score: Raw -644413.443950 + Penalty 2920.838967 = -641492.604983
  nChanged 10
		SP:Iteration 49Q (160125.870000 sec): 3 clusters
  Score: Raw -644417.217226 + Penalty 2920.838967 = -641496.378259
  nChanged 4
		SP:Iteration 50Q (160126.100000 sec): 3 clusters
  Score: Raw -644419.170366 + Penalty 2920.838967 = -641498.331399
  nChanged 4
		SP:Iteration 51Q (160126.320000 sec): 3 clusters
  Score: Raw -644421.104537 + Penalty 2920.838967 = -641500.265571
  nChanged 5
		SP:Iteration 52Q (160126.540000 sec): 3 clusters
  Score: Raw -644423.121653 + Penalty 2920.838967 = -641502.282687
  nChanged 6
		SP:Iteration 53Q (160126.720000 sec): 3 clusters
  Score: Raw -644425.501967 + Penalty 2920.838967 = -641504.663000
  nChanged 2
		SP:Iteration 54Q (160126.930000 sec): 3 clusters
  Score: Raw -644426.475817 + Penalty 2920.838967 = -641505.636850
  nChanged 0
		SP:Iteration 55F (160127.140000 sec): 3 clusters
  Score: Raw -644426.475817 + Penalty 2920.838967 = -641505.636850
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 74 (447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (160127.230000 sec): 2 clusters
  Score: Raw -36694.764043 + Penalty 991.665772 = -35703.098271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (160127.420000 sec): 3 clusters
  Score: Raw -36635.231416 + Penalty 1983.331543 = -34651.899873
  nChanged 97
		SP:Iteration 1F (160127.650000 sec): 3 clusters
  Score: Raw -36772.753437 + Penalty 1983.331543 = -34789.421894
  nChanged 23
		SP:Iteration 2F (160127.840000 sec): 3 clusters
  Score: Raw -36823.133593 + Penalty 1983.331543 = -34839.802050
  nChanged 12
		SP:Iteration 3Q (160128.030000 sec): 3 clusters
  Score: Raw -36845.060574 + Penalty 1983.331543 = -34861.729031
  nChanged 10
		SP:Iteration 4Q (160128.240000 sec): 3 clusters
  Score: Raw -36864.623951 + Penalty 1983.331543 = -34881.292407
  nChanged 11
		SP:Iteration 5Q (160128.480000 sec): 3 clusters
  Score: Raw -36889.444140 + Penalty 1983.331543 = -34906.112597
  nChanged 6
		SP:Iteration 6Q (160128.620000 sec): 3 clusters
  Score: Raw -36903.493266 + Penalty 1983.331543 = -34920.161723
  nChanged 6
		SP:Iteration 7Q (160128.810000 sec): 3 clusters
  Score: Raw -36921.353013 + Penalty 1983.331543 = -34938.021470
  nChanged 8
		SP:Iteration 8Q (160129.000000 sec): 3 clusters
  Score: Raw -36941.194838 + Penalty 1983.331543 = -34957.863295
  nChanged 5
		SP:Iteration 9Q (160129.180000 sec): 3 clusters
  Score: Raw -36954.575610 + Penalty 1983.331543 = -34971.244067
  nChanged 6
		SP:Iteration 10Q (160129.350000 sec): 3 clusters
  Score: Raw -36967.645332 + Penalty 1983.331543 = -34984.313789
  nChanged 3
		SP:Iteration 11Q (160129.570000 sec): 3 clusters
  Score: Raw -36973.108360 + Penalty 1983.331543 = -34989.776817
  nChanged 2
		SP:Iteration 12Q (160129.790000 sec): 3 clusters
  Score: Raw -36977.604816 + Penalty 1983.331543 = -34994.273273
  nChanged 1
		SP:Iteration 13Q (160129.990000 sec): 3 clusters
  Score: Raw -36978.640242 + Penalty 1983.331543 = -34995.308699
  nChanged 3
		SP:Iteration 14Q (160130.180000 sec): 3 clusters
  Score: Raw -36985.566685 + Penalty 1983.331543 = -35002.235141
  nChanged 2
		SP:Iteration 15Q (160130.360000 sec): 3 clusters
  Score: Raw -36989.362013 + Penalty 1983.331543 = -35006.030470
  nChanged 0
		SP:Iteration 16F (160130.540000 sec): 3 clusters
  Score: Raw -36989.362013 + Penalty 1983.331543 = -35006.030470
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 75 (7129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (160130.720000 sec): 2 clusters
  Score: Raw -626075.066140 + Penalty 1441.688016 = -624633.378124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (160130.980000 sec): 3 clusters
  Score: Raw -622137.791351 + Penalty 2883.376032 = -619254.415320
  nChanged 3035
		SP:Iteration 1F (160131.190000 sec): 3 clusters
  Score: Raw -623799.513140 + Penalty 2883.376032 = -620916.137108
  nChanged 470
		SP:Iteration 2F (160131.400000 sec): 3 clusters
  Score: Raw -624046.184698 + Penalty 2883.376032 = -621162.808666
  nChanged 409
		SP:Iteration 3F (160131.610000 sec): 3 clusters
  Score: Raw -624278.905098 + Penalty 2883.376032 = -621395.529066
  nChanged 402
		SP:Iteration 4F (160131.820000 sec): 3 clusters
  Score: Raw -624526.131455 + Penalty 2883.376032 = -621642.755424
  nChanged 412
		SP:Iteration 5F (160132.040000 sec): 3 clusters
  Score: Raw -624859.926334 + Penalty 2883.376032 = -621976.550302
  nChanged 436
		SP:Iteration 6F (160132.250000 sec): 3 clusters
  Score: Raw -625218.835564 + Penalty 2883.376032 = -622335.459533
  nChanged 402
		SP:Iteration 7F (160132.470000 sec): 3 clusters
  Score: Raw -625540.825846 + Penalty 2883.376032 = -622657.449815
  nChanged 367
		SP:Iteration 8F (160132.700000 sec): 3 clusters
  Score: Raw -625847.599038 + Penalty 2883.376032 = -622964.223007
  nChanged 314
		SP:Iteration 9Q (160132.910000 sec): 3 clusters
  Score: Raw -626085.105379 + Penalty 2883.376032 = -623201.729348
  nChanged 226
		SP:Iteration 10Q (160133.140000 sec): 3 clusters
  Score: Raw -626241.007250 + Penalty 2883.376032 = -623357.631218
  nChanged 165
		SP:Iteration 11Q (160133.360000 sec): 3 clusters
  Score: Raw -626339.627335 + Penalty 2883.376032 = -623456.251304
  nChanged 121
		SP:Iteration 12Q (160133.560000 sec): 3 clusters
  Score: Raw -626396.746026 + Penalty 2883.376032 = -623513.369994
  nChanged 76
		SP:Iteration 13Q (160133.760000 sec): 3 clusters
  Score: Raw -626424.930232 + Penalty 2883.376032 = -623541.554201
  nChanged 54
		SP:Iteration 14Q (160133.960000 sec): 3 clusters
  Score: Raw -626445.308760 + Penalty 2883.376032 = -623561.932728
  nChanged 49
		SP:Iteration 15Q (160134.160000 sec): 3 clusters
  Score: Raw -626461.377860 + Penalty 2883.376032 = -623578.001829
  nChanged 40
		SP:Iteration 16Q (160134.390000 sec): 3 clusters
  Score: Raw -626471.968019 + Penalty 2883.376032 = -623588.591987
  nChanged 24
		SP:Iteration 17Q (160134.570000 sec): 3 clusters
  Score: Raw -626477.325829 + Penalty 2883.376032 = -623593.949797
  nChanged 14
		SP:Iteration 18Q (160134.790000 sec): 3 clusters
  Score: Raw -626481.561867 + Penalty 2883.376032 = -623598.185835
  nChanged 24
		SP:Iteration 19Q (160134.980000 sec): 3 clusters
  Score: Raw -626487.642485 + Penalty 2883.376032 = -623604.266454
  nChanged 21
		SP:Iteration 20F (160135.190000 sec): 3 clusters
  Score: Raw -626492.687763 + Penalty 2883.376032 = -623609.311732
  nChanged 16
		SP:Iteration 21Q (160135.410000 sec): 3 clusters
  Score: Raw -626496.537223 + Penalty 2883.376032 = -623613.161192
  nChanged 12
		SP:Iteration 22Q (160135.680000 sec): 3 clusters
  Score: Raw -626498.681928 + Penalty 2883.376032 = -623615.305897
  nChanged 10
		SP:Iteration 23Q (160135.850000 sec): 3 clusters
  Score: Raw -626500.614904 + Penalty 2883.376032 = -623617.238873
  nChanged 5
		SP:Iteration 24Q (160136.060000 sec): 3 clusters
  Score: Raw -626501.670732 + Penalty 2883.376032 = -623618.294701
  nChanged 2
		SP:Iteration 25Q (160136.260000 sec): 3 clusters
  Score: Raw -626502.036014 + Penalty 2883.376032 = -623618.659983
  nChanged 2
		SP:Iteration 26Q (160136.460000 sec): 3 clusters
  Score: Raw -626502.496766 + Penalty 2883.376032 = -623619.120735
  nChanged 1
		SP:Iteration 27Q (160136.630000 sec): 3 clusters
  Score: Raw -626502.599049 + Penalty 2883.376032 = -623619.223018
  nChanged 1
		SP:Iteration 28Q (160136.880000 sec): 3 clusters
  Score: Raw -626502.675490 + Penalty 2883.376032 = -623619.299459
  nChanged 0
		SP:Iteration 29F (160137.060000 sec): 3 clusters
  Score: Raw -626502.675490 + Penalty 2883.376032 = -623619.299459
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 76 (524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (160137.190000 sec): 2 clusters
  Score: Raw -43314.941122 + Penalty 1017.492399 = -42297.448723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (160137.320000 sec): 3 clusters
  Score: Raw -43196.428369 + Penalty 2034.984797 = -41161.443572
  nChanged 124
		SP:Iteration 1F (160137.500000 sec): 3 clusters
  Score: Raw -43376.937559 + Penalty 2034.984797 = -41341.952761
  nChanged 32
		SP:Iteration 2F (160137.670000 sec): 3 clusters
  Score: Raw -43426.682563 + Penalty 2034.984797 = -41391.697765
  nChanged 11
		SP:Iteration 3Q (160137.850000 sec): 3 clusters
  Score: Raw -43443.631054 + Penalty 2034.984797 = -41408.646257
  nChanged 3
		SP:Iteration 4Q (160138.050000 sec): 3 clusters
  Score: Raw -43447.260597 + Penalty 2034.984797 = -41412.275799
  nChanged 3
		SP:Iteration 5Q (160138.190000 sec): 3 clusters
  Score: Raw -43456.265669 + Penalty 2034.984797 = -41421.280872
  nChanged 2
		SP:Iteration 6Q (160138.400000 sec): 3 clusters
  Score: Raw -43464.128392 + Penalty 2034.984797 = -41429.143594
  nChanged 4
		SP:Iteration 7Q (160138.520000 sec): 3 clusters
  Score: Raw -43468.058166 + Penalty 2034.984797 = -41433.073368
  nChanged 1
		SP:Iteration 8Q (160138.660000 sec): 3 clusters
  Score: Raw -43468.704671 + Penalty 2034.984797 = -41433.719873
  nChanged 0
		SP:Iteration 9F (160138.860000 sec): 3 clusters
  Score: Raw -43468.704671 + Penalty 2034.984797 = -41433.719873
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 77 (4565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (160138.980000 sec): 2 clusters
  Score: Raw -363151.612638 + Penalty 1369.253241 = -361782.359396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (160139.200000 sec): 3 clusters
  Score: Raw -360776.671204 + Penalty 2738.506483 = -358038.164721
  nChanged 1823
		SP:Iteration 1F (160139.410000 sec): 3 clusters
  Score: Raw -361828.780635 + Penalty 2738.506483 = -359090.274153
  nChanged 382
		SP:Iteration 2F (160139.610000 sec): 3 clusters
  Score: Raw -362057.232181 + Penalty 2738.506483 = -359318.725698
  nChanged 278
		SP:Iteration 3F (160139.800000 sec): 3 clusters
  Score: Raw -362231.226904 + Penalty 2738.506483 = -359492.720422
  nChanged 225
		SP:Iteration 4Q (160140.000000 sec): 3 clusters
  Score: Raw -362387.784318 + Penalty 2738.506483 = -359649.277836
  nChanged 196
		SP:Iteration 5Q (160140.170000 sec): 3 clusters
  Score: Raw -362508.208193 + Penalty 2738.506483 = -359769.701710
  nChanged 161
		SP:Iteration 6Q (160140.410000 sec): 3 clusters
  Score: Raw -362593.806197 + Penalty 2738.506483 = -359855.299715
  nChanged 122
		SP:Iteration 7Q (160140.590000 sec): 3 clusters
  Score: Raw -362662.444921 + Penalty 2738.506483 = -359923.938438
  nChanged 131
		SP:Iteration 8Q (160140.800000 sec): 3 clusters
  Score: Raw -362728.022852 + Penalty 2738.506483 = -359989.516369
  nChanged 118
		SP:Iteration 9Q (160140.990000 sec): 3 clusters
  Score: Raw -362788.215535 + Penalty 2738.506483 = -360049.709052
  nChanged 111
		SP:Iteration 10Q (160141.250000 sec): 3 clusters
  Score: Raw -362846.174341 + Penalty 2738.506483 = -360107.667858
  nChanged 89
		SP:Iteration 11Q (160141.480000 sec): 3 clusters
  Score: Raw -362887.290637 + Penalty 2738.506483 = -360148.784155
  nChanged 72
		SP:Iteration 12Q (160141.660000 sec): 3 clusters
  Score: Raw -362916.420974 + Penalty 2738.506483 = -360177.914491
  nChanged 72
		SP:Iteration 13Q (160141.810000 sec): 3 clusters
  Score: Raw -362947.446515 + Penalty 2738.506483 = -360208.940032
  nChanged 67
		SP:Iteration 14Q (160142.010000 sec): 3 clusters
  Score: Raw -362980.310412 + Penalty 2738.506483 = -360241.803929
  nChanged 78
		SP:Iteration 15Q (160142.160000 sec): 3 clusters
  Score: Raw -363026.313810 + Penalty 2738.506483 = -360287.807327
  nChanged 81
		SP:Iteration 16Q (160142.390000 sec): 3 clusters
  Score: Raw -363077.625282 + Penalty 2738.506483 = -360339.118799
  nChanged 80
		SP:Iteration 17Q (160142.600000 sec): 3 clusters
  Score: Raw -363121.576162 + Penalty 2738.506483 = -360383.069679
  nChanged 68
		SP:Iteration 18Q (160142.810000 sec): 3 clusters
  Score: Raw -363161.775770 + Penalty 2738.506483 = -360423.269287
  nChanged 60
		SP:Iteration 19Q (160142.980000 sec): 3 clusters
  Score: Raw -363209.078018 + Penalty 2738.506483 = -360470.571536
  nChanged 48
		SP:Iteration 20F (160143.200000 sec): 3 clusters
  Score: Raw -363238.711143 + Penalty 2738.506483 = -360500.204661
  nChanged 42
		SP:Iteration 21Q (160143.340000 sec): 3 clusters
  Score: Raw -363269.470436 + Penalty 2738.506483 = -360530.963953
  nChanged 42
		SP:Iteration 22Q (160143.580000 sec): 3 clusters
  Score: Raw -363310.308141 + Penalty 2738.506483 = -360571.801658
  nChanged 33
		SP:Iteration 23Q (160143.740000 sec): 3 clusters
  Score: Raw -363338.166631 + Penalty 2738.506483 = -360599.660148
  nChanged 32
		SP:Iteration 24Q (160143.970000 sec): 3 clusters
  Score: Raw -363363.646024 + Penalty 2738.506483 = -360625.139542
  nChanged 32
		SP:Iteration 25Q (160144.170000 sec): 3 clusters
  Score: Raw -363388.830294 + Penalty 2738.506483 = -360650.323811
  nChanged 25
		SP:Iteration 26Q (160144.390000 sec): 3 clusters
  Score: Raw -363410.831841 + Penalty 2738.506483 = -360672.325358
  nChanged 24
		SP:Iteration 27Q (160144.610000 sec): 3 clusters
  Score: Raw -363426.275172 + Penalty 2738.506483 = -360687.768689
  nChanged 14
		SP:Iteration 28Q (160144.790000 sec): 3 clusters
  Score: Raw -363436.817110 + Penalty 2738.506483 = -360698.310627
  nChanged 20
		SP:Iteration 29Q (160144.980000 sec): 3 clusters
  Score: Raw -363452.405279 + Penalty 2738.506483 = -360713.898797
  nChanged 20
		SP:Iteration 30Q (160145.170000 sec): 3 clusters
  Score: Raw -363468.197444 + Penalty 2738.506483 = -360729.690961
  nChanged 22
		SP:Iteration 31Q (160145.390000 sec): 3 clusters
  Score: Raw -363480.890891 + Penalty 2738.506483 = -360742.384408
  nChanged 12
		SP:Iteration 32Q (160145.560000 sec): 3 clusters
  Score: Raw -363488.176799 + Penalty 2738.506483 = -360749.670316
  nChanged 10
		SP:Iteration 33Q (160145.770000 sec): 3 clusters
  Score: Raw -363492.704888 + Penalty 2738.506483 = -360754.198405
  nChanged 5
		SP:Iteration 34Q (160145.930000 sec): 3 clusters
  Score: Raw -363496.157751 + Penalty 2738.506483 = -360757.651268
  nChanged 6
		SP:Iteration 35Q (160146.110000 sec): 3 clusters
  Score: Raw -363498.603367 + Penalty 2738.506483 = -360760.096884
  nChanged 6
		SP:Iteration 36Q (160146.300000 sec): 3 clusters
  Score: Raw -363501.739358 + Penalty 2738.506483 = -360763.232875
  nChanged 4
		SP:Iteration 37Q (160146.530000 sec): 3 clusters
  Score: Raw -363504.017561 + Penalty 2738.506483 = -360765.511078
  nChanged 2
		SP:Iteration 38Q (160146.730000 sec): 3 clusters
  Score: Raw -363504.746377 + Penalty 2738.506483 = -360766.239894
  nChanged 3
		SP:Iteration 39Q (160146.940000 sec): 3 clusters
  Score: Raw -363506.072246 + Penalty 2738.506483 = -360767.565763
  nChanged 1
		SP:Iteration 40F (160147.110000 sec): 3 clusters
  Score: Raw -363506.353900 + Penalty 2738.506483 = -360767.847417
  nChanged 0
Iteration 179Q (160249.000000 sec): 79 clusters
  Score: Raw -122374323.237177 + Penalty 180056.804566 = -122194266.432610
  nChanged 546
Iteration 180F (160431.360000 sec): 79 clusters
  Score: Raw -122374523.169988 + Penalty 180056.804566 = -122194466.365421
  nChanged 492
Iteration 181Q (160536.970000 sec): 79 clusters
  Score: Raw -122374624.477661 + Penalty 180056.804566 = -122194567.673095
  nChanged 441
Iteration 182Q (160658.840000 sec): 79 clusters
  Score: Raw -122374676.391212 + Penalty 180056.804566 = -122194619.586646
  nChanged 398
Iteration 183Q (160779.760000 sec): 79 clusters
  Score: Raw -122374711.576380 + Penalty 180056.804566 = -122194654.771814
  nChanged 338
Iteration 184Q (160898.130000 sec): 79 clusters
  Score: Raw -122374732.060337 + Penalty 180056.804566 = -122194675.255771
  nChanged 334
Iteration 185Q (161020.530000 sec): 79 clusters
  Score: Raw -122374750.522902 + Penalty 180056.804566 = -122194693.718336
  nChanged 296
Iteration 186Q (161130.110000 sec): 79 clusters
  Score: Raw -122374765.205987 + Penalty 180056.804566 = -122194708.401420
  nChanged 284
Iteration 187Q (161234.820000 sec): 79 clusters
  Score: Raw -122374779.893229 + Penalty 180056.804566 = -122194723.088663
  nChanged 281
Iteration 188Q (161350.120000 sec): 79 clusters
  Score: Raw -122374793.631095 + Penalty 180056.804566 = -122194736.826528
  nChanged 267
Iteration 189Q (161467.920000 sec): 79 clusters
  Score: Raw -122374805.587064 + Penalty 180056.804566 = -122194748.782498
  nChanged 224
Iteration 190Q (161575.140000 sec): 79 clusters
  Score: Raw -122374815.167570 + Penalty 180056.804566 = -122194758.363004
  nChanged 228
Iteration 191Q (161679.720000 sec): 79 clusters
  Score: Raw -122374824.609081 + Penalty 180056.804566 = -122194767.804515
  nChanged 210
Iteration 192Q (161781.170000 sec): 79 clusters
  Score: Raw -122374832.705609 + Penalty 180056.804566 = -122194775.901043
  nChanged 185
Iteration 193Q (161884.070000 sec): 79 clusters
  Score: Raw -122374839.799314 + Penalty 180056.804566 = -122194782.994747
  nChanged 184
Iteration 194Q (161990.140000 sec): 79 clusters
  Score: Raw -122374846.957544 + Penalty 180056.804566 = -122194790.152977
  nChanged 155
Iteration 195Q (162094.200000 sec): 79 clusters
  Score: Raw -122374852.950447 + Penalty 180056.804566 = -122194796.145881
  nChanged 149
Iteration 196Q (162200.260000 sec): 79 clusters
  Score: Raw -122374858.031537 + Penalty 180056.804566 = -122194801.226970
  nChanged 141
Iteration 197Q (162312.090000 sec): 79 clusters
  Score: Raw -122374863.220291 + Penalty 180056.804566 = -122194806.415725
  nChanged 124
Iteration 198Q (162426.010000 sec): 79 clusters
  Score: Raw -122374867.292081 + Penalty 180056.804566 = -122194810.487515
  nChanged 119
Iteration 199Q (162537.460000 sec): 79 clusters
  Score: Raw -122374870.949391 + Penalty 180056.804566 = -122194814.144825
  nChanged 122
Iteration 200F (162719.880000 sec): 79 clusters
  Score: Raw -122374875.031430 + Penalty 180056.804566 = -122194818.226863
  nChanged 137
Iteration 201Q (162846.890000 sec): 79 clusters
  Score: Raw -122374879.743901 + Penalty 180056.804566 = -122194822.939334
  nChanged 108
Iteration 202Q (162975.050000 sec): 79 clusters
  Score: Raw -122374884.283930 + Penalty 180056.804566 = -122194827.479363
  nChanged 120
Iteration 203Q (163088.830000 sec): 79 clusters
  Score: Raw -122374889.625908 + Penalty 180056.804566 = -122194832.821341
  nChanged 123
Iteration 204Q (163208.510000 sec): 79 clusters
  Score: Raw -122374894.877274 + Penalty 180056.804566 = -122194838.072708
  nChanged 118
Iteration 205Q (163330.990000 sec): 79 clusters
  Score: Raw -122374900.323906 + Penalty 180056.804566 = -122194843.519340
  nChanged 115
Iteration 206Q (163454.350000 sec): 79 clusters
  Score: Raw -122374905.441649 + Penalty 180056.804566 = -122194848.637083
  nChanged 101
Iteration 207Q (163575.100000 sec): 79 clusters
  Score: Raw -122374910.012679 + Penalty 180056.804566 = -122194853.208113
  nChanged 93
Iteration 208Q (163713.070000 sec): 79 clusters
  Score: Raw -122374914.595793 + Penalty 180056.804566 = -122194857.791227
  nChanged 103
Iteration 209Q (163824.990000 sec): 79 clusters
  Score: Raw -122374920.093104 + Penalty 180056.804566 = -122194863.288538
  nChanged 109
Iteration 210Q (163943.500000 sec): 79 clusters
  Score: Raw -122374925.111850 + Penalty 180056.804566 = -122194868.307284
  nChanged 119
Iteration 211Q (164061.790000 sec): 79 clusters
  Score: Raw -122374932.029104 + Penalty 180056.804566 = -122194875.224538
  nChanged 128
Iteration 212Q (164173.940000 sec): 79 clusters
  Score: Raw -122374939.622524 + Penalty 180056.804566 = -122194882.817957
  nChanged 150
Iteration 213Q (164292.850000 sec): 79 clusters
  Score: Raw -122374947.903664 + Penalty 180056.804566 = -122194891.099098
  nChanged 150
Iteration 214Q (164405.380000 sec): 79 clusters
  Score: Raw -122374956.014146 + Penalty 180056.804566 = -122194899.209580
  nChanged 131
Iteration 215Q (164522.440000 sec): 79 clusters
  Score: Raw -122374964.697002 + Penalty 180056.804566 = -122194907.892435
  nChanged 151
Iteration 216Q (164634.970000 sec): 79 clusters
  Score: Raw -122374973.260499 + Penalty 180056.804566 = -122194916.455932
  nChanged 136
Iteration 217Q (164741.600000 sec): 79 clusters
  Score: Raw -122374980.530379 + Penalty 180056.804566 = -122194923.725812
  nChanged 140
Iteration 218Q (164846.210000 sec): 79 clusters
  Score: Raw -122374990.505836 + Penalty 180056.804566 = -122194933.701269
  nChanged 116
Writing temp clu file 
Because OldScore, -122194923.725812, is greater than current (better) Score,-122194933.701269 
 Compute initial score before splitting:   Score: Raw -122374990.505836 + Penalty 180056.804566 = -122194933.701269
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 1 (43495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164846.960000 sec): 2 clusters
  Score: Raw -3830850.078742 + Penalty 1735.565206 = -3829114.513536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164847.350000 sec): 3 clusters
  Score: Raw -3803457.466817 + Penalty 3471.130412 = -3799986.336405
  nChanged 20228
		SP:Iteration 1F (164847.750000 sec): 3 clusters
  Score: Raw -3814795.965744 + Penalty 3471.130412 = -3811324.835332
  nChanged 1771
		SP:Iteration 2Q (164848.120000 sec): 3 clusters
  Score: Raw -3815300.514942 + Penalty 3471.130412 = -3811829.384530
  nChanged 1796
		SP:Iteration 3Q (164848.500000 sec): 3 clusters
  Score: Raw -3815892.868096 + Penalty 3471.130412 = -3812421.737684
  nChanged 2049
		SP:Iteration 4Q (164848.880000 sec): 3 clusters
  Score: Raw -3816710.789328 + Penalty 3471.130412 = -3813239.658916
  nChanged 2364
		SP:Iteration 5F (164849.290000 sec): 3 clusters
  Score: Raw -3817904.074443 + Penalty 3471.130412 = -3814432.944031
  nChanged 2791
		SP:Iteration 6F (164849.670000 sec): 3 clusters
  Score: Raw -3819705.163117 + Penalty 3471.130412 = -3816234.032705
  nChanged 3088
		SP:Iteration 7F (164850.070000 sec): 3 clusters
  Score: Raw -3821876.657168 + Penalty 3471.130412 = -3818405.526756
  nChanged 2914
		SP:Iteration 8F (164850.480000 sec): 3 clusters
  Score: Raw -3824061.707829 + Penalty 3471.130412 = -3820590.577417
  nChanged 2488
		SP:Iteration 9F (164850.870000 sec): 3 clusters
  Score: Raw -3825994.270022 + Penalty 3471.130412 = -3822523.139610
  nChanged 2038
		SP:Iteration 10Q (164851.300000 sec): 3 clusters
  Score: Raw -3827687.612575 + Penalty 3471.130412 = -3824216.482163
  nChanged 1550
		SP:Iteration 11Q (164851.710000 sec): 3 clusters
  Score: Raw -3829039.593204 + Penalty 3471.130412 = -3825568.462792
  nChanged 967
		SP:Iteration 12Q (164852.180000 sec): 3 clusters
  Score: Raw -3829889.715608 + Penalty 3471.130412 = -3826418.585196
  nChanged 556
		SP:Iteration 13Q (164852.590000 sec): 3 clusters
  Score: Raw -3830382.958089 + Penalty 3471.130412 = -3826911.827677
  nChanged 318
		SP:Iteration 14Q (164853.030000 sec): 3 clusters
  Score: Raw -3830655.487591 + Penalty 3471.130412 = -3827184.357179
  nChanged 202
		SP:Iteration 15Q (164853.400000 sec): 3 clusters
  Score: Raw -3830824.306744 + Penalty 3471.130412 = -3827353.176332
  nChanged 127
		SP:Iteration 16Q (164853.770000 sec): 3 clusters
  Score: Raw -3830919.241745 + Penalty 3471.130412 = -3827448.111333
  nChanged 96
		SP:Iteration 17Q (164854.110000 sec): 3 clusters
  Score: Raw -3830988.163968 + Penalty 3471.130412 = -3827517.033555
  nChanged 75
		SP:Iteration 18Q (164854.470000 sec): 3 clusters
  Score: Raw -3831038.484574 + Penalty 3471.130412 = -3827567.354161
  nChanged 46
		SP:Iteration 19Q (164854.790000 sec): 3 clusters
  Score: Raw -3831062.469598 + Penalty 3471.130412 = -3827591.339186
  nChanged 25
		SP:Iteration 20F (164855.150000 sec): 3 clusters
  Score: Raw -3831076.590297 + Penalty 3471.130412 = -3827605.459885
  nChanged 24
		SP:Iteration 21Q (164855.530000 sec): 3 clusters
  Score: Raw -3831089.486872 + Penalty 3471.130412 = -3827618.356460
  nChanged 16
		SP:Iteration 22Q (164855.870000 sec): 3 clusters
  Score: Raw -3831097.618428 + Penalty 3471.130412 = -3827626.488016
  nChanged 9
		SP:Iteration 23Q (164856.220000 sec): 3 clusters
  Score: Raw -3831102.643840 + Penalty 3471.130412 = -3827631.513428
  nChanged 11
		SP:Iteration 24Q (164856.620000 sec): 3 clusters
  Score: Raw -3831110.299300 + Penalty 3471.130412 = -3827639.168888
  nChanged 13
		SP:Iteration 25Q (164856.980000 sec): 3 clusters
  Score: Raw -3831117.021561 + Penalty 3471.130412 = -3827645.891149
  nChanged 9
		SP:Iteration 26Q (164857.340000 sec): 3 clusters
  Score: Raw -3831120.585140 + Penalty 3471.130412 = -3827649.454728
  nChanged 6
		SP:Iteration 27Q (164857.730000 sec): 3 clusters
  Score: Raw -3831123.510074 + Penalty 3471.130412 = -3827652.379662
  nChanged 6
		SP:Iteration 28Q (164858.080000 sec): 3 clusters
  Score: Raw -3831126.822131 + Penalty 3471.130412 = -3827655.691719
  nChanged 5
		SP:Iteration 29Q (164858.530000 sec): 3 clusters
  Score: Raw -3831128.841236 + Penalty 3471.130412 = -3827657.710824
  nChanged 2
		SP:Iteration 30Q (164858.890000 sec): 3 clusters
  Score: Raw -3831129.328320 + Penalty 3471.130412 = -3827658.197907
  nChanged 0
		SP:Iteration 31F (164859.320000 sec): 3 clusters
  Score: Raw -3831129.328320 + Penalty 3471.130412 = -3827658.197907
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 2 (6628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164859.430000 sec): 2 clusters
  Score: Raw -545956.081731 + Penalty 1429.846987 = -544526.234744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164859.630000 sec): 3 clusters
  Score: Raw -542413.371370 + Penalty 2859.693973 = -539553.677397
  nChanged 2769
		SP:Iteration 1F (164859.840000 sec): 3 clusters
  Score: Raw -543868.600287 + Penalty 2859.693973 = -541008.906314
  nChanged 441
		SP:Iteration 2F (164860.030000 sec): 3 clusters
  Score: Raw -544114.848169 + Penalty 2859.693973 = -541255.154196
  nChanged 364
		SP:Iteration 3F (164860.230000 sec): 3 clusters
  Score: Raw -544298.466572 + Penalty 2859.693973 = -541438.772599
  nChanged 306
		SP:Iteration 4Q (164860.450000 sec): 3 clusters
  Score: Raw -544460.451332 + Penalty 2859.693973 = -541600.757359
  nChanged 292
		SP:Iteration 5Q (164860.670000 sec): 3 clusters
  Score: Raw -544623.039393 + Penalty 2859.693973 = -541763.345420
  nChanged 296
		SP:Iteration 6Q (164860.930000 sec): 3 clusters
  Score: Raw -544807.332729 + Penalty 2859.693973 = -541947.638756
  nChanged 348
		SP:Iteration 7F (164861.140000 sec): 3 clusters
  Score: Raw -545084.847559 + Penalty 2859.693973 = -542225.153586
  nChanged 388
		SP:Iteration 8F (164861.350000 sec): 3 clusters
  Score: Raw -545412.416392 + Penalty 2859.693973 = -542552.722419
  nChanged 345
		SP:Iteration 9F (164861.530000 sec): 3 clusters
  Score: Raw -545710.027136 + Penalty 2859.693973 = -542850.333163
  nChanged 280
		SP:Iteration 10Q (164861.780000 sec): 3 clusters
  Score: Raw -545946.833832 + Penalty 2859.693973 = -543087.139859
  nChanged 187
		SP:Iteration 11Q (164861.990000 sec): 3 clusters
  Score: Raw -546095.892434 + Penalty 2859.693973 = -543236.198461
  nChanged 131
		SP:Iteration 12Q (164862.230000 sec): 3 clusters
  Score: Raw -546199.960606 + Penalty 2859.693973 = -543340.266633
  nChanged 88
		SP:Iteration 13Q (164862.440000 sec): 3 clusters
  Score: Raw -546264.690026 + Penalty 2859.693973 = -543404.996053
  nChanged 55
		SP:Iteration 14Q (164862.660000 sec): 3 clusters
  Score: Raw -546303.256742 + Penalty 2859.693973 = -543443.562769
  nChanged 37
		SP:Iteration 15Q (164862.930000 sec): 3 clusters
  Score: Raw -546328.767648 + Penalty 2859.693973 = -543469.073675
  nChanged 23
		SP:Iteration 16Q (164863.170000 sec): 3 clusters
  Score: Raw -546342.414269 + Penalty 2859.693973 = -543482.720296
  nChanged 20
		SP:Iteration 17Q (164863.370000 sec): 3 clusters
  Score: Raw -546352.264374 + Penalty 2859.693973 = -543492.570401
  nChanged 9
		SP:Iteration 18Q (164863.560000 sec): 3 clusters
  Score: Raw -546356.522091 + Penalty 2859.693973 = -543496.828118
  nChanged 5
		SP:Iteration 19Q (164863.730000 sec): 3 clusters
  Score: Raw -546359.455124 + Penalty 2859.693973 = -543499.761151
  nChanged 6
		SP:Iteration 20F (164863.900000 sec): 3 clusters
  Score: Raw -546363.548165 + Penalty 2859.693973 = -543503.854192
  nChanged 6
		SP:Iteration 21Q (164864.110000 sec): 3 clusters
  Score: Raw -546366.508782 + Penalty 2859.693973 = -543506.814809
  nChanged 5
		SP:Iteration 22Q (164864.320000 sec): 3 clusters
  Score: Raw -546368.623255 + Penalty 2859.693973 = -543508.929282
  nChanged 2
		SP:Iteration 23Q (164864.530000 sec): 3 clusters
  Score: Raw -546369.331261 + Penalty 2859.693973 = -543509.637288
  nChanged 3
		SP:Iteration 24Q (164864.740000 sec): 3 clusters
  Score: Raw -546370.538742 + Penalty 2859.693973 = -543510.844769
  nChanged 0
		SP:Iteration 25F (164864.950000 sec): 3 clusters
  Score: Raw -546370.538742 + Penalty 2859.693973 = -543510.844769
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 3 (4063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164865.100000 sec): 2 clusters
  Score: Raw -343553.249591 + Penalty 1350.322496 = -342202.927095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164865.300000 sec): 3 clusters
  Score: Raw -341468.137858 + Penalty 2700.644991 = -338767.492867
  nChanged 1627
		SP:Iteration 1F (164865.510000 sec): 3 clusters
  Score: Raw -342420.133710 + Penalty 2700.644991 = -339719.488719
  nChanged 353
		SP:Iteration 2F (164865.730000 sec): 3 clusters
  Score: Raw -342660.199470 + Penalty 2700.644991 = -339959.554478
  nChanged 273
		SP:Iteration 3F (164865.930000 sec): 3 clusters
  Score: Raw -342844.401229 + Penalty 2700.644991 = -340143.756238
  nChanged 242
		SP:Iteration 4F (164866.190000 sec): 3 clusters
  Score: Raw -343015.159433 + Penalty 2700.644991 = -340314.514442
  nChanged 213
		SP:Iteration 5F (164866.430000 sec): 3 clusters
  Score: Raw -343167.483207 + Penalty 2700.644991 = -340466.838215
  nChanged 190
		SP:Iteration 6Q (164866.640000 sec): 3 clusters
  Score: Raw -343306.061107 + Penalty 2700.644991 = -340605.416116
  nChanged 162
		SP:Iteration 7Q (164866.870000 sec): 3 clusters
  Score: Raw -343404.078714 + Penalty 2700.644991 = -340703.433723
  nChanged 124
		SP:Iteration 8Q (164867.080000 sec): 3 clusters
  Score: Raw -343474.353223 + Penalty 2700.644991 = -340773.708232
  nChanged 101
		SP:Iteration 9Q (164867.280000 sec): 3 clusters
  Score: Raw -343523.665469 + Penalty 2700.644991 = -340823.020478
  nChanged 71
		SP:Iteration 10Q (164867.510000 sec): 3 clusters
  Score: Raw -343553.190230 + Penalty 2700.644991 = -340852.545239
  nChanged 65
		SP:Iteration 11Q (164867.740000 sec): 3 clusters
  Score: Raw -343582.942849 + Penalty 2700.644991 = -340882.297858
  nChanged 53
		SP:Iteration 12Q (164867.930000 sec): 3 clusters
  Score: Raw -343609.814986 + Penalty 2700.644991 = -340909.169995
  nChanged 38
		SP:Iteration 13Q (164868.150000 sec): 3 clusters
  Score: Raw -343624.174025 + Penalty 2700.644991 = -340923.529033
  nChanged 32
		SP:Iteration 14Q (164868.390000 sec): 3 clusters
  Score: Raw -343637.826121 + Penalty 2700.644991 = -340937.181130
  nChanged 23
		SP:Iteration 15Q (164868.590000 sec): 3 clusters
  Score: Raw -343646.769342 + Penalty 2700.644991 = -340946.124350
  nChanged 26
		SP:Iteration 16Q (164868.790000 sec): 3 clusters
  Score: Raw -343659.722637 + Penalty 2700.644991 = -340959.077646
  nChanged 26
		SP:Iteration 17Q (164869.040000 sec): 3 clusters
  Score: Raw -343670.390627 + Penalty 2700.644991 = -340969.745636
  nChanged 23
		SP:Iteration 18Q (164869.270000 sec): 3 clusters
  Score: Raw -343679.736083 + Penalty 2700.644991 = -340979.091092
  nChanged 25
		SP:Iteration 19Q (164869.470000 sec): 3 clusters
  Score: Raw -343689.515942 + Penalty 2700.644991 = -340988.870951
  nChanged 16
		SP:Iteration 20F (164869.660000 sec): 3 clusters
  Score: Raw -343696.653961 + Penalty 2700.644991 = -340996.008970
  nChanged 13
		SP:Iteration 21Q (164869.870000 sec): 3 clusters
  Score: Raw -343701.505451 + Penalty 2700.644991 = -341000.860460
  nChanged 10
		SP:Iteration 22Q (164870.150000 sec): 3 clusters
  Score: Raw -343704.849340 + Penalty 2700.644991 = -341004.204349
  nChanged 11
		SP:Iteration 23Q (164870.370000 sec): 3 clusters
  Score: Raw -343708.293464 + Penalty 2700.644991 = -341007.648473
  nChanged 8
		SP:Iteration 24Q (164870.580000 sec): 3 clusters
  Score: Raw -343710.540689 + Penalty 2700.644991 = -341009.895698
  nChanged 8
		SP:Iteration 25Q (164870.780000 sec): 3 clusters
  Score: Raw -343713.040728 + Penalty 2700.644991 = -341012.395736
  nChanged 8
		SP:Iteration 26Q (164870.980000 sec): 3 clusters
  Score: Raw -343716.000158 + Penalty 2700.644991 = -341015.355166
  nChanged 9
		SP:Iteration 27Q (164871.190000 sec): 3 clusters
  Score: Raw -343718.297002 + Penalty 2700.644991 = -341017.652011
  nChanged 4
		SP:Iteration 28Q (164871.330000 sec): 3 clusters
  Score: Raw -343719.214112 + Penalty 2700.644991 = -341018.569121
  nChanged 3
		SP:Iteration 29Q (164871.550000 sec): 3 clusters
  Score: Raw -343720.085217 + Penalty 2700.644991 = -341019.440226
  nChanged 2
		SP:Iteration 30Q (164871.780000 sec): 3 clusters
  Score: Raw -343720.685742 + Penalty 2700.644991 = -341020.040751
  nChanged 3
		SP:Iteration 31Q (164871.990000 sec): 3 clusters
  Score: Raw -343721.355196 + Penalty 2700.644991 = -341020.710205
  nChanged 3
		SP:Iteration 32Q (164872.150000 sec): 3 clusters
  Score: Raw -343722.290533 + Penalty 2700.644991 = -341021.645541
  nChanged 3
		SP:Iteration 33Q (164872.360000 sec): 3 clusters
  Score: Raw -343724.228675 + Penalty 2700.644991 = -341023.583684
  nChanged 6
		SP:Iteration 34Q (164872.540000 sec): 3 clusters
  Score: Raw -343726.700300 + Penalty 2700.644991 = -341026.055308
  nChanged 7
		SP:Iteration 35Q (164872.730000 sec): 3 clusters
  Score: Raw -343729.968938 + Penalty 2700.644991 = -341029.323947
  nChanged 7
		SP:Iteration 36Q (164872.910000 sec): 3 clusters
  Score: Raw -343732.595872 + Penalty 2700.644991 = -341031.950880
  nChanged 8
		SP:Iteration 37Q (164873.090000 sec): 3 clusters
  Score: Raw -343735.952206 + Penalty 2700.644991 = -341035.307215
  nChanged 11
		SP:Iteration 38Q (164873.340000 sec): 3 clusters
  Score: Raw -343741.450306 + Penalty 2700.644991 = -341040.805315
  nChanged 11
		SP:Iteration 39Q (164873.580000 sec): 3 clusters
  Score: Raw -343746.253098 + Penalty 2700.644991 = -341045.608107
  nChanged 10
		SP:Iteration 40F (164873.800000 sec): 3 clusters
  Score: Raw -343751.494254 + Penalty 2700.644991 = -341050.849262
  nChanged 9
		SP:Iteration 41Q (164874.030000 sec): 3 clusters
  Score: Raw -343754.732330 + Penalty 2700.644991 = -341054.087339
  nChanged 11
		SP:Iteration 42Q (164874.240000 sec): 3 clusters
  Score: Raw -343760.480107 + Penalty 2700.644991 = -341059.835116
  nChanged 14
		SP:Iteration 43Q (164874.450000 sec): 3 clusters
  Score: Raw -343769.028923 + Penalty 2700.644991 = -341068.383932
  nChanged 10
		SP:Iteration 44Q (164874.670000 sec): 3 clusters
  Score: Raw -343772.940240 + Penalty 2700.644991 = -341072.295249
  nChanged 8
		SP:Iteration 45Q (164874.920000 sec): 3 clusters
  Score: Raw -343776.671989 + Penalty 2700.644991 = -341076.026997
  nChanged 7
		SP:Iteration 46Q (164875.090000 sec): 3 clusters
  Score: Raw -343780.164273 + Penalty 2700.644991 = -341079.519282
  nChanged 6
		SP:Iteration 47Q (164875.310000 sec): 3 clusters
  Score: Raw -343782.777578 + Penalty 2700.644991 = -341082.132586
  nChanged 10
		SP:Iteration 48Q (164875.510000 sec): 3 clusters
  Score: Raw -343789.469664 + Penalty 2700.644991 = -341088.824673
  nChanged 12
		SP:Iteration 49Q (164875.680000 sec): 3 clusters
  Score: Raw -343792.918753 + Penalty 2700.644991 = -341092.273761
  nChanged 9
		SP:Iteration 50Q (164875.890000 sec): 3 clusters
  Score: Raw -343797.679066 + Penalty 2700.644991 = -341097.034075
  nChanged 8
		SP:Iteration 51Q (164876.110000 sec): 3 clusters
  Score: Raw -343801.146469 + Penalty 2700.644991 = -341100.501478
  nChanged 9
		SP:Iteration 52Q (164876.350000 sec): 3 clusters
  Score: Raw -343804.263659 + Penalty 2700.644991 = -341103.618667
  nChanged 3
		SP:Iteration 53Q (164876.550000 sec): 3 clusters
  Score: Raw -343805.458171 + Penalty 2700.644991 = -341104.813179
  nChanged 2
		SP:Iteration 54Q (164876.780000 sec): 3 clusters
  Score: Raw -343806.102254 + Penalty 2700.644991 = -341105.457263
  nChanged 1
		SP:Iteration 55Q (164877.050000 sec): 3 clusters
  Score: Raw -343806.323064 + Penalty 2700.644991 = -341105.678073
  nChanged 1
		SP:Iteration 56Q (164877.270000 sec): 3 clusters
  Score: Raw -343806.635101 + Penalty 2700.644991 = -341105.990110
  nChanged 0
		SP:Iteration 57F (164877.490000 sec): 3 clusters
  Score: Raw -343806.635101 + Penalty 2700.644991 = -341105.990110
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 4 (16661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164877.650000 sec): 2 clusters
  Score: Raw -1594579.983729 + Penalty 1579.634215 = -1593000.349514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164878.000000 sec): 3 clusters
  Score: Raw -1584668.430526 + Penalty 3159.268430 = -1581509.162096
  nChanged 7440
		SP:Iteration 1F (164878.260000 sec): 3 clusters
  Score: Raw -1588643.469644 + Penalty 3159.268430 = -1585484.201214
  nChanged 771
		SP:Iteration 2Q (164878.530000 sec): 3 clusters
  Score: Raw -1588895.089125 + Penalty 3159.268430 = -1585735.820695
  nChanged 657
		SP:Iteration 3Q (164878.780000 sec): 3 clusters
  Score: Raw -1589125.598062 + Penalty 3159.268430 = -1585966.329632
  nChanged 647
		SP:Iteration 4Q (164879.110000 sec): 3 clusters
  Score: Raw -1589380.369233 + Penalty 3159.268430 = -1586221.100803
  nChanged 701
		SP:Iteration 5Q (164879.360000 sec): 3 clusters
  Score: Raw -1589723.749587 + Penalty 3159.268430 = -1586564.481158
  nChanged 844
		SP:Iteration 6F (164879.680000 sec): 3 clusters
  Score: Raw -1590226.043741 + Penalty 3159.268430 = -1587066.775311
  nChanged 1069
		SP:Iteration 7F (164879.890000 sec): 3 clusters
  Score: Raw -1590995.229247 + Penalty 3159.268430 = -1587835.960817
  nChanged 1182
		SP:Iteration 8F (164880.230000 sec): 3 clusters
  Score: Raw -1591969.645764 + Penalty 3159.268430 = -1588810.377334
  nChanged 1135
		SP:Iteration 9F (164880.480000 sec): 3 clusters
  Score: Raw -1593036.203197 + Penalty 3159.268430 = -1589876.934767
  nChanged 875
		SP:Iteration 10F (164880.760000 sec): 3 clusters
  Score: Raw -1593856.615274 + Penalty 3159.268430 = -1590697.346844
  nChanged 467
		SP:Iteration 11Q (164881.010000 sec): 3 clusters
  Score: Raw -1594298.102734 + Penalty 3159.268430 = -1591138.834305
  nChanged 231
		SP:Iteration 12Q (164881.310000 sec): 3 clusters
  Score: Raw -1594518.883441 + Penalty 3159.268430 = -1591359.615011
  nChanged 97
		SP:Iteration 13Q (164881.550000 sec): 3 clusters
  Score: Raw -1594637.580069 + Penalty 3159.268430 = -1591478.311639
  nChanged 57
		SP:Iteration 14Q (164881.840000 sec): 3 clusters
  Score: Raw -1594713.757357 + Penalty 3159.268430 = -1591554.488927
  nChanged 25
		SP:Iteration 15Q (164882.060000 sec): 3 clusters
  Score: Raw -1594749.082857 + Penalty 3159.268430 = -1591589.814427
  nChanged 19
		SP:Iteration 16Q (164882.320000 sec): 3 clusters
  Score: Raw -1594778.857947 + Penalty 3159.268430 = -1591619.589517
  nChanged 12
		SP:Iteration 17Q (164882.570000 sec): 3 clusters
  Score: Raw -1594794.291242 + Penalty 3159.268430 = -1591635.022812
  nChanged 6
		SP:Iteration 18Q (164882.880000 sec): 3 clusters
  Score: Raw -1594801.500520 + Penalty 3159.268430 = -1591642.232090
  nChanged 3
		SP:Iteration 19Q (164883.150000 sec): 3 clusters
  Score: Raw -1594807.302860 + Penalty 3159.268430 = -1591648.034431
  nChanged 2
		SP:Iteration 20F (164883.430000 sec): 3 clusters
  Score: Raw -1594811.498720 + Penalty 3159.268430 = -1591652.230290
  nChanged 2
		SP:Iteration 21Q (164883.700000 sec): 3 clusters
  Score: Raw -1594812.958614 + Penalty 3159.268430 = -1591653.690184
  nChanged 1
		SP:Iteration 22Q (164883.950000 sec): 3 clusters
  Score: Raw -1594816.357571 + Penalty 3159.268430 = -1591657.089141
  nChanged 0
		SP:Iteration 23F (164884.280000 sec): 3 clusters
  Score: Raw -1594816.357571 + Penalty 3159.268430 = -1591657.089141
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 5 (162619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164885.010000 sec): 2 clusters
  Score: Raw -13927591.479244 + Penalty 1949.864365 = -13925641.614879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164885.930000 sec): 3 clusters
  Score: Raw -13820107.021215 + Penalty 3899.728729 = -13816207.292485
  nChanged 78747
		SP:Iteration 1F (164886.780000 sec): 3 clusters
  Score: Raw -13865703.722182 + Penalty 3899.728729 = -13861803.993453
  nChanged 4034
		SP:Iteration 2Q (164887.710000 sec): 3 clusters
  Score: Raw -13866410.912205 + Penalty 3899.728729 = -13862511.183476
  nChanged 4174
		SP:Iteration 3Q (164888.760000 sec): 3 clusters
  Score: Raw -13867212.727394 + Penalty 3899.728729 = -13863312.998665
  nChanged 4493
		SP:Iteration 4Q (164889.820000 sec): 3 clusters
  Score: Raw -13868219.704512 + Penalty 3899.728729 = -13864319.975783
  nChanged 4904
		SP:Iteration 5Q (164890.820000 sec): 3 clusters
  Score: Raw -13869589.233756 + Penalty 3899.728729 = -13865689.505027
  nChanged 5746
		SP:Iteration 6Q (164891.770000 sec): 3 clusters
  Score: Raw -13871706.341244 + Penalty 3899.728729 = -13867806.612515
  nChanged 7098
		SP:Iteration 7Q (164892.730000 sec): 3 clusters
  Score: Raw -13875117.461658 + Penalty 3899.728729 = -13871217.732929
  nChanged 8807
		SP:Iteration 8F (164893.630000 sec): 3 clusters
  Score: Raw -13880390.116446 + Penalty 3899.728729 = -13876490.387717
  nChanged 10449
		SP:Iteration 9F (164894.440000 sec): 3 clusters
  Score: Raw -13887899.790177 + Penalty 3899.728729 = -13884000.061448
  nChanged 11511
		SP:Iteration 10F (164895.280000 sec): 3 clusters
  Score: Raw -13897204.551466 + Penalty 3899.728729 = -13893304.822737
  nChanged 10749
		SP:Iteration 11F (164896.140000 sec): 3 clusters
  Score: Raw -13906195.835378 + Penalty 3899.728729 = -13902296.106649
  nChanged 8804
		SP:Iteration 12F (164896.940000 sec): 3 clusters
  Score: Raw -13913585.023839 + Penalty 3899.728729 = -13909685.295110
  nChanged 6653
		SP:Iteration 13Q (164897.750000 sec): 3 clusters
  Score: Raw -13919169.119323 + Penalty 3899.728729 = -13915269.390594
  nChanged 4714
		SP:Iteration 14Q (164898.580000 sec): 3 clusters
  Score: Raw -13923119.910907 + Penalty 3899.728729 = -13919220.182178
  nChanged 2919
		SP:Iteration 15Q (164899.320000 sec): 3 clusters
  Score: Raw -13925548.615079 + Penalty 3899.728729 = -13921648.886350
  nChanged 1578
		SP:Iteration 16Q (164900.190000 sec): 3 clusters
  Score: Raw -13926822.603177 + Penalty 3899.728729 = -13922922.874448
  nChanged 685
		SP:Iteration 17Q (164901.020000 sec): 3 clusters
  Score: Raw -13927401.399725 + Penalty 3899.728729 = -13923501.670995
  nChanged 288
		SP:Iteration 18Q (164901.820000 sec): 3 clusters
  Score: Raw -13927677.421456 + Penalty 3899.728729 = -13923777.692727
  nChanged 134
		SP:Iteration 19Q (164902.630000 sec): 3 clusters
  Score: Raw -13927800.195201 + Penalty 3899.728729 = -13923900.466472
  nChanged 63
		SP:Iteration 20F (164903.510000 sec): 3 clusters
  Score: Raw -13927850.048857 + Penalty 3899.728729 = -13923950.320128
  nChanged 40
		SP:Iteration 21Q (164904.390000 sec): 3 clusters
  Score: Raw -13927885.406103 + Penalty 3899.728729 = -13923985.677374
  nChanged 30
		SP:Iteration 22Q (164905.170000 sec): 3 clusters
  Score: Raw -13927912.689851 + Penalty 3899.728729 = -13924012.961122
  nChanged 21
		SP:Iteration 23Q (164905.990000 sec): 3 clusters
  Score: Raw -13927926.498929 + Penalty 3899.728729 = -13924026.770200
  nChanged 16
		SP:Iteration 24Q (164906.830000 sec): 3 clusters
  Score: Raw -13927940.696372 + Penalty 3899.728729 = -13924040.967643
  nChanged 16
		SP:Iteration 25Q (164907.650000 sec): 3 clusters
  Score: Raw -13927954.032644 + Penalty 3899.728729 = -13924054.303915
  nChanged 16
		SP:Iteration 26Q (164908.470000 sec): 3 clusters
  Score: Raw -13927963.837921 + Penalty 3899.728729 = -13924064.109192
  nChanged 8
		SP:Iteration 27Q (164909.260000 sec): 3 clusters
  Score: Raw -13927970.651666 + Penalty 3899.728729 = -13924070.922937
  nChanged 7
		SP:Iteration 28Q (164910.020000 sec): 3 clusters
  Score: Raw -13927975.037814 + Penalty 3899.728729 = -13924075.309085
  nChanged 1
		SP:Iteration 29Q (164910.800000 sec): 3 clusters
  Score: Raw -13927975.595642 + Penalty 3899.728729 = -13924075.866913
  nChanged 3
		SP:Iteration 30Q (164911.600000 sec): 3 clusters
  Score: Raw -13927976.866894 + Penalty 3899.728729 = -13924077.138165
  nChanged 0
		SP:Iteration 31F (164912.530000 sec): 3 clusters
  Score: Raw -13927976.866894 + Penalty 3899.728729 = -13924077.138165
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 6 (27872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164912.820000 sec): 2 clusters
  Score: Raw -2277819.131472 + Penalty 1663.248905 = -2276155.882567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164913.130000 sec): 3 clusters
  Score: Raw -2260725.916824 + Penalty 3326.497811 = -2257399.419013
  nChanged 12789
		SP:Iteration 1F (164913.430000 sec): 3 clusters
  Score: Raw -2268704.810829 + Penalty 3326.497811 = -2265378.313018
  nChanged 1960
		SP:Iteration 2F (164913.730000 sec): 3 clusters
  Score: Raw -2270051.341889 + Penalty 3326.497811 = -2266724.844078
  nChanged 2076
		SP:Iteration 3F (164914.060000 sec): 3 clusters
  Score: Raw -2271588.402363 + Penalty 3326.497811 = -2268261.904552
  nChanged 2119
		SP:Iteration 4F (164914.390000 sec): 3 clusters
  Score: Raw -2273238.189478 + Penalty 3326.497811 = -2269911.691668
  nChanged 2004
		SP:Iteration 5F (164914.690000 sec): 3 clusters
  Score: Raw -2274786.532381 + Penalty 3326.497811 = -2271460.034571
  nChanged 1674
		SP:Iteration 6F (164914.970000 sec): 3 clusters
  Score: Raw -2275825.399532 + Penalty 3326.497811 = -2272498.901722
  nChanged 1153
		SP:Iteration 7Q (164915.250000 sec): 3 clusters
  Score: Raw -2276343.407844 + Penalty 3326.497811 = -2273016.910033
  nChanged 774
		SP:Iteration 8Q (164915.600000 sec): 3 clusters
  Score: Raw -2276620.521183 + Penalty 3326.497811 = -2273294.023372
  nChanged 542
		SP:Iteration 9Q (164915.890000 sec): 3 clusters
  Score: Raw -2276787.231288 + Penalty 3326.497811 = -2273460.733477
  nChanged 464
		SP:Iteration 10Q (164916.200000 sec): 3 clusters
  Score: Raw -2276912.216876 + Penalty 3326.497811 = -2273585.719065
  nChanged 338
		SP:Iteration 11Q (164916.500000 sec): 3 clusters
  Score: Raw -2276994.634805 + Penalty 3326.497811 = -2273668.136994
  nChanged 294
		SP:Iteration 12Q (164916.770000 sec): 3 clusters
  Score: Raw -2277058.293055 + Penalty 3326.497811 = -2273731.795244
  nChanged 240
		SP:Iteration 13Q (164917.070000 sec): 3 clusters
  Score: Raw -2277103.029531 + Penalty 3326.497811 = -2273776.531720
  nChanged 206
		SP:Iteration 14Q (164917.390000 sec): 3 clusters
  Score: Raw -2277138.185351 + Penalty 3326.497811 = -2273811.687540
  nChanged 187
		SP:Iteration 15Q (164917.690000 sec): 3 clusters
  Score: Raw -2277168.466003 + Penalty 3326.497811 = -2273841.968192
  nChanged 154
		SP:Iteration 16Q (164917.990000 sec): 3 clusters
  Score: Raw -2277192.689870 + Penalty 3326.497811 = -2273866.192059
  nChanged 154
		SP:Iteration 17Q (164918.260000 sec): 3 clusters
  Score: Raw -2277218.218181 + Penalty 3326.497811 = -2273891.720370
  nChanged 149
		SP:Iteration 18Q (164918.570000 sec): 3 clusters
  Score: Raw -2277239.377467 + Penalty 3326.497811 = -2273912.879656
  nChanged 126
		SP:Iteration 19Q (164918.910000 sec): 3 clusters
  Score: Raw -2277255.189577 + Penalty 3326.497811 = -2273928.691766
  nChanged 136
		SP:Iteration 20F (164919.250000 sec): 3 clusters
  Score: Raw -2277272.816768 + Penalty 3326.497811 = -2273946.318957
  nChanged 148
		SP:Iteration 21Q (164919.550000 sec): 3 clusters
  Score: Raw -2277293.999496 + Penalty 3326.497811 = -2273967.501685
  nChanged 143
		SP:Iteration 22Q (164919.870000 sec): 3 clusters
  Score: Raw -2277313.486284 + Penalty 3326.497811 = -2273986.988473
  nChanged 131
		SP:Iteration 23Q (164920.190000 sec): 3 clusters
  Score: Raw -2277330.854925 + Penalty 3326.497811 = -2274004.357114
  nChanged 143
		SP:Iteration 24Q (164920.510000 sec): 3 clusters
  Score: Raw -2277352.014069 + Penalty 3326.497811 = -2274025.516258
  nChanged 155
		SP:Iteration 25Q (164920.840000 sec): 3 clusters
  Score: Raw -2277373.857495 + Penalty 3326.497811 = -2274047.359685
  nChanged 152
		SP:Iteration 26Q (164921.210000 sec): 3 clusters
  Score: Raw -2277397.428389 + Penalty 3326.497811 = -2274070.930578
  nChanged 163
		SP:Iteration 27Q (164921.540000 sec): 3 clusters
  Score: Raw -2277429.806234 + Penalty 3326.497811 = -2274103.308423
  nChanged 191
		SP:Iteration 28Q (164921.840000 sec): 3 clusters
  Score: Raw -2277468.108644 + Penalty 3326.497811 = -2274141.610833
  nChanged 185
		SP:Iteration 29Q (164922.210000 sec): 3 clusters
  Score: Raw -2277503.515797 + Penalty 3326.497811 = -2274177.017986
  nChanged 185
		SP:Iteration 30Q (164922.540000 sec): 3 clusters
  Score: Raw -2277541.237608 + Penalty 3326.497811 = -2274214.739798
  nChanged 216
		SP:Iteration 31Q (164922.820000 sec): 3 clusters
  Score: Raw -2277584.096148 + Penalty 3326.497811 = -2274257.598337
  nChanged 222
		SP:Iteration 32Q (164923.150000 sec): 3 clusters
  Score: Raw -2277630.167422 + Penalty 3326.497811 = -2274303.669611
  nChanged 213
		SP:Iteration 33Q (164923.450000 sec): 3 clusters
  Score: Raw -2277675.852401 + Penalty 3326.497811 = -2274349.354590
  nChanged 209
		SP:Iteration 34Q (164923.750000 sec): 3 clusters
  Score: Raw -2277718.437165 + Penalty 3326.497811 = -2274391.939354
  nChanged 186
		SP:Iteration 35Q (164924.070000 sec): 3 clusters
  Score: Raw -2277756.834811 + Penalty 3326.497811 = -2274430.337000
  nChanged 203
		SP:Iteration 36Q (164924.430000 sec): 3 clusters
  Score: Raw -2277802.185119 + Penalty 3326.497811 = -2274475.687308
  nChanged 218
		SP:Iteration 37Q (164924.770000 sec): 3 clusters
  Score: Raw -2277851.801188 + Penalty 3326.497811 = -2274525.303377
  nChanged 214
		SP:Iteration 38Q (164925.080000 sec): 3 clusters
  Score: Raw -2277899.269167 + Penalty 3326.497811 = -2274572.771356
  nChanged 207
		SP:Iteration 39Q (164925.410000 sec): 3 clusters
  Score: Raw -2277948.190403 + Penalty 3326.497811 = -2274621.692592
  nChanged 181
		SP:Iteration 40F (164925.720000 sec): 3 clusters
  Score: Raw -2277994.127674 + Penalty 3326.497811 = -2274667.629863
  nChanged 194
		SP:Iteration 41Q (164926.070000 sec): 3 clusters
  Score: Raw -2278041.187373 + Penalty 3326.497811 = -2274714.689562
  nChanged 196
		SP:Iteration 42Q (164926.370000 sec): 3 clusters
  Score: Raw -2278091.514672 + Penalty 3326.497811 = -2274765.016862
  nChanged 198
		SP:Iteration 43Q (164926.660000 sec): 3 clusters
  Score: Raw -2278137.690293 + Penalty 3326.497811 = -2274811.192482
  nChanged 177
		SP:Iteration 44Q (164927.040000 sec): 3 clusters
  Score: Raw -2278179.192750 + Penalty 3326.497811 = -2274852.694939
  nChanged 175
		SP:Iteration 45Q (164927.360000 sec): 3 clusters
  Score: Raw -2278218.485890 + Penalty 3326.497811 = -2274891.988079
  nChanged 165
		SP:Iteration 46Q (164927.690000 sec): 3 clusters
  Score: Raw -2278258.202709 + Penalty 3326.497811 = -2274931.704898
  nChanged 173
		SP:Iteration 47Q (164927.970000 sec): 3 clusters
  Score: Raw -2278300.622742 + Penalty 3326.497811 = -2274974.124931
  nChanged 172
		SP:Iteration 48Q (164928.300000 sec): 3 clusters
  Score: Raw -2278338.256706 + Penalty 3326.497811 = -2275011.758895
  nChanged 153
		SP:Iteration 49Q (164928.660000 sec): 3 clusters
  Score: Raw -2278373.992594 + Penalty 3326.497811 = -2275047.494783
  nChanged 164
		SP:Iteration 50Q (164928.940000 sec): 3 clusters
  Score: Raw -2278412.817394 + Penalty 3326.497811 = -2275086.319583
  nChanged 143
		SP:Iteration 51Q (164929.210000 sec): 3 clusters
  Score: Raw -2278446.182039 + Penalty 3326.497811 = -2275119.684228
  nChanged 135
		SP:Iteration 52Q (164929.520000 sec): 3 clusters
  Score: Raw -2278474.808438 + Penalty 3326.497811 = -2275148.310627
  nChanged 120
		SP:Iteration 53Q (164929.860000 sec): 3 clusters
  Score: Raw -2278503.848140 + Penalty 3326.497811 = -2275177.350330
  nChanged 121
		SP:Iteration 54Q (164930.190000 sec): 3 clusters
  Score: Raw -2278545.206961 + Penalty 3326.497811 = -2275218.709150
  nChanged 141
		SP:Iteration 55Q (164930.500000 sec): 3 clusters
  Score: Raw -2278604.000841 + Penalty 3326.497811 = -2275277.503030
  nChanged 152
		SP:Iteration 56Q (164930.790000 sec): 3 clusters
  Score: Raw -2278669.044948 + Penalty 3326.497811 = -2275342.547137
  nChanged 170
		SP:Iteration 57Q (164931.100000 sec): 3 clusters
  Score: Raw -2278751.447102 + Penalty 3326.497811 = -2275424.949291
  nChanged 186
		SP:Iteration 58Q (164931.410000 sec): 3 clusters
  Score: Raw -2278835.725111 + Penalty 3326.497811 = -2275509.227300
  nChanged 195
		SP:Iteration 59Q (164931.750000 sec): 3 clusters
  Score: Raw -2278929.638632 + Penalty 3326.497811 = -2275603.140821
  nChanged 196
		SP:Iteration 60F (164932.040000 sec): 3 clusters
  Score: Raw -2279018.106899 + Penalty 3326.497811 = -2275691.609088
  nChanged 177
		SP:Iteration 61Q (164932.390000 sec): 3 clusters
  Score: Raw -2279091.096826 + Penalty 3326.497811 = -2275764.599015
  nChanged 160
		SP:Iteration 62Q (164932.690000 sec): 3 clusters
  Score: Raw -2279144.218446 + Penalty 3326.497811 = -2275817.720636
  nChanged 140
		SP:Iteration 63Q (164933.070000 sec): 3 clusters
  Score: Raw -2279189.070941 + Penalty 3326.497811 = -2275862.573130
  nChanged 125
		SP:Iteration 64Q (164933.380000 sec): 3 clusters
  Score: Raw -2279225.206692 + Penalty 3326.497811 = -2275898.708881
  nChanged 111
		SP:Iteration 65Q (164933.700000 sec): 3 clusters
  Score: Raw -2279259.010237 + Penalty 3326.497811 = -2275932.512426
  nChanged 95
		SP:Iteration 66Q (164934.040000 sec): 3 clusters
  Score: Raw -2279285.044973 + Penalty 3326.497811 = -2275958.547162
  nChanged 71
		SP:Iteration 67Q (164934.350000 sec): 3 clusters
  Score: Raw -2279300.926994 + Penalty 3326.497811 = -2275974.429183
  nChanged 54
		SP:Iteration 68Q (164934.650000 sec): 3 clusters
  Score: Raw -2279312.403962 + Penalty 3326.497811 = -2275985.906151
  nChanged 55
		SP:Iteration 69Q (164935.030000 sec): 3 clusters
  Score: Raw -2279323.867932 + Penalty 3326.497811 = -2275997.370121
  nChanged 40
		SP:Iteration 70Q (164935.320000 sec): 3 clusters
  Score: Raw -2279331.064525 + Penalty 3326.497811 = -2276004.566714
  nChanged 27
		SP:Iteration 71Q (164935.580000 sec): 3 clusters
  Score: Raw -2279335.687067 + Penalty 3326.497811 = -2276009.189256
  nChanged 25
		SP:Iteration 72Q (164935.900000 sec): 3 clusters
  Score: Raw -2279339.852788 + Penalty 3326.497811 = -2276013.354977
  nChanged 27
		SP:Iteration 73Q (164936.200000 sec): 3 clusters
  Score: Raw -2279345.071176 + Penalty 3326.497811 = -2276018.573365
  nChanged 29
		SP:Iteration 74Q (164936.480000 sec): 3 clusters
  Score: Raw -2279350.644993 + Penalty 3326.497811 = -2276024.147182
  nChanged 23
		SP:Iteration 75Q (164936.810000 sec): 3 clusters
  Score: Raw -2279353.795484 + Penalty 3326.497811 = -2276027.297673
  nChanged 20
		SP:Iteration 76Q (164937.090000 sec): 3 clusters
  Score: Raw -2279356.904796 + Penalty 3326.497811 = -2276030.406985
  nChanged 17
		SP:Iteration 77Q (164937.400000 sec): 3 clusters
  Score: Raw -2279359.422269 + Penalty 3326.497811 = -2276032.924458
  nChanged 18
		SP:Iteration 78Q (164937.700000 sec): 3 clusters
  Score: Raw -2279361.924067 + Penalty 3326.497811 = -2276035.426256
  nChanged 18
		SP:Iteration 79Q (164938.020000 sec): 3 clusters
  Score: Raw -2279364.440504 + Penalty 3326.497811 = -2276037.942693
  nChanged 14
		SP:Iteration 80F (164938.350000 sec): 3 clusters
  Score: Raw -2279366.492552 + Penalty 3326.497811 = -2276039.994741
  nChanged 13
		SP:Iteration 81Q (164938.700000 sec): 3 clusters
  Score: Raw -2279367.675251 + Penalty 3326.497811 = -2276041.177440
  nChanged 9
		SP:Iteration 82Q (164939.000000 sec): 3 clusters
  Score: Raw -2279368.582876 + Penalty 3326.497811 = -2276042.085065
  nChanged 7
		SP:Iteration 83Q (164939.290000 sec): 3 clusters
  Score: Raw -2279369.496683 + Penalty 3326.497811 = -2276042.998872
  nChanged 5
		SP:Iteration 84Q (164939.590000 sec): 3 clusters
  Score: Raw -2279370.259693 + Penalty 3326.497811 = -2276043.761882
  nChanged 5
		SP:Iteration 85Q (164939.960000 sec): 3 clusters
  Score: Raw -2279370.620360 + Penalty 3326.497811 = -2276044.122549
  nChanged 1
		SP:Iteration 86Q (164940.220000 sec): 3 clusters
  Score: Raw -2279370.700804 + Penalty 3326.497811 = -2276044.202993
  nChanged 0
		SP:Iteration 87F (164940.540000 sec): 3 clusters
  Score: Raw -2279370.700804 + Penalty 3326.497811 = -2276044.202993
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 7 (5143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164940.670000 sec): 2 clusters
  Score: Raw -410650.835596 + Penalty 1388.626175 = -409262.209421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164940.920000 sec): 3 clusters
  Score: Raw -407985.871131 + Penalty 2777.252350 = -405208.618781
  nChanged 2099
		SP:Iteration 1F (164941.160000 sec): 3 clusters
  Score: Raw -409286.901722 + Penalty 2777.252350 = -406509.649372
  nChanged 370
		SP:Iteration 2F (164941.340000 sec): 3 clusters
  Score: Raw -409524.038196 + Penalty 2777.252350 = -406746.785847
  nChanged 310
		SP:Iteration 3F (164941.530000 sec): 3 clusters
  Score: Raw -409763.922226 + Penalty 2777.252350 = -406986.669876
  nChanged 282
		SP:Iteration 4F (164941.700000 sec): 3 clusters
  Score: Raw -409989.617074 + Penalty 2777.252350 = -407212.364724
  nChanged 279
		SP:Iteration 5F (164941.900000 sec): 3 clusters
  Score: Raw -410243.771671 + Penalty 2777.252350 = -407466.519322
  nChanged 273
		SP:Iteration 6F (164942.090000 sec): 3 clusters
  Score: Raw -410475.243324 + Penalty 2777.252350 = -407697.990974
  nChanged 245
		SP:Iteration 7Q (164942.310000 sec): 3 clusters
  Score: Raw -410663.844905 + Penalty 2777.252350 = -407886.592555
  nChanged 202
		SP:Iteration 8Q (164942.490000 sec): 3 clusters
  Score: Raw -410834.270922 + Penalty 2777.252350 = -408057.018572
  nChanged 176
		SP:Iteration 9Q (164942.660000 sec): 3 clusters
  Score: Raw -410941.218745 + Penalty 2777.252350 = -408163.966396
  nChanged 133
		SP:Iteration 10Q (164942.870000 sec): 3 clusters
  Score: Raw -411010.751632 + Penalty 2777.252350 = -408233.499282
  nChanged 104
		SP:Iteration 11Q (164943.090000 sec): 3 clusters
  Score: Raw -411062.612566 + Penalty 2777.252350 = -408285.360216
  nChanged 76
		SP:Iteration 12Q (164943.280000 sec): 3 clusters
  Score: Raw -411089.775853 + Penalty 2777.252350 = -408312.523504
  nChanged 55
		SP:Iteration 13Q (164943.510000 sec): 3 clusters
  Score: Raw -411109.046721 + Penalty 2777.252350 = -408331.794371
  nChanged 42
		SP:Iteration 14Q (164943.740000 sec): 3 clusters
  Score: Raw -411123.876549 + Penalty 2777.252350 = -408346.624199
  nChanged 39
		SP:Iteration 15Q (164943.980000 sec): 3 clusters
  Score: Raw -411136.494834 + Penalty 2777.252350 = -408359.242485
  nChanged 33
		SP:Iteration 16Q (164944.200000 sec): 3 clusters
  Score: Raw -411145.601181 + Penalty 2777.252350 = -408368.348831
  nChanged 20
		SP:Iteration 17Q (164944.420000 sec): 3 clusters
  Score: Raw -411150.104388 + Penalty 2777.252350 = -408372.852039
  nChanged 11
		SP:Iteration 18Q (164944.650000 sec): 3 clusters
  Score: Raw -411152.298452 + Penalty 2777.252350 = -408375.046102
  nChanged 10
		SP:Iteration 19Q (164944.830000 sec): 3 clusters
  Score: Raw -411154.790241 + Penalty 2777.252350 = -408377.537891
  nChanged 18
		SP:Iteration 20F (164945.050000 sec): 3 clusters
  Score: Raw -411158.249621 + Penalty 2777.252350 = -408380.997271
  nChanged 12
		SP:Iteration 21Q (164945.290000 sec): 3 clusters
  Score: Raw -411160.097052 + Penalty 2777.252350 = -408382.844702
  nChanged 11
		SP:Iteration 22Q (164945.490000 sec): 3 clusters
  Score: Raw -411162.130873 + Penalty 2777.252350 = -408384.878523
  nChanged 4
		SP:Iteration 23Q (164945.680000 sec): 3 clusters
  Score: Raw -411162.628458 + Penalty 2777.252350 = -408385.376108
  nChanged 2
		SP:Iteration 24Q (164945.880000 sec): 3 clusters
  Score: Raw -411162.849313 + Penalty 2777.252350 = -408385.596963
  nChanged 0
		SP:Iteration 25F (164946.090000 sec): 3 clusters
  Score: Raw -411162.849313 + Penalty 2777.252350 = -408385.596963
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 8 (1630 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164946.190000 sec): 2 clusters
  Score: Raw -136820.273281 + Penalty 1201.904485 = -135618.368796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164946.360000 sec): 3 clusters
  Score: Raw -136165.071041 + Penalty 2403.808970 = -133761.262070
  nChanged 554
		SP:Iteration 1F (164946.610000 sec): 3 clusters
  Score: Raw -136561.117435 + Penalty 2403.808970 = -134157.308464
  nChanged 125
		SP:Iteration 2F (164946.810000 sec): 3 clusters
  Score: Raw -136665.585378 + Penalty 2403.808970 = -134261.776407
  nChanged 81
		SP:Iteration 3Q (164947.000000 sec): 3 clusters
  Score: Raw -136743.598857 + Penalty 2403.808970 = -134339.789886
  nChanged 69
		SP:Iteration 4Q (164947.190000 sec): 3 clusters
  Score: Raw -136796.316412 + Penalty 2403.808970 = -134392.507442
  nChanged 42
		SP:Iteration 5Q (164947.390000 sec): 3 clusters
  Score: Raw -136830.285177 + Penalty 2403.808970 = -134426.476206
  nChanged 33
		SP:Iteration 6Q (164947.530000 sec): 3 clusters
  Score: Raw -136856.835424 + Penalty 2403.808970 = -134453.026454
  nChanged 32
		SP:Iteration 7Q (164947.710000 sec): 3 clusters
  Score: Raw -136880.875474 + Penalty 2403.808970 = -134477.066504
  nChanged 32
		SP:Iteration 8Q (164947.900000 sec): 3 clusters
  Score: Raw -136911.861321 + Penalty 2403.808970 = -134508.052350
  nChanged 41
		SP:Iteration 9Q (164948.100000 sec): 3 clusters
  Score: Raw -136949.059392 + Penalty 2403.808970 = -134545.250421
  nChanged 26
		SP:Iteration 10Q (164948.320000 sec): 3 clusters
  Score: Raw -136967.720210 + Penalty 2403.808970 = -134563.911239
  nChanged 20
		SP:Iteration 11Q (164948.490000 sec): 3 clusters
  Score: Raw -136980.060932 + Penalty 2403.808970 = -134576.251962
  nChanged 14
		SP:Iteration 12Q (164948.690000 sec): 3 clusters
  Score: Raw -136987.557813 + Penalty 2403.808970 = -134583.748842
  nChanged 9
		SP:Iteration 13Q (164948.900000 sec): 3 clusters
  Score: Raw -136991.579294 + Penalty 2403.808970 = -134587.770323
  nChanged 7
		SP:Iteration 14Q (164949.080000 sec): 3 clusters
  Score: Raw -136996.440365 + Penalty 2403.808970 = -134592.631394
  nChanged 5
		SP:Iteration 15Q (164949.240000 sec): 3 clusters
  Score: Raw -136999.280988 + Penalty 2403.808970 = -134595.472018
  nChanged 8
		SP:Iteration 16Q (164949.450000 sec): 3 clusters
  Score: Raw -137003.158329 + Penalty 2403.808970 = -134599.349359
  nChanged 9
		SP:Iteration 17Q (164949.680000 sec): 3 clusters
  Score: Raw -137008.486570 + Penalty 2403.808970 = -134604.677600
  nChanged 8
		SP:Iteration 18Q (164949.880000 sec): 3 clusters
  Score: Raw -137012.922428 + Penalty 2403.808970 = -134609.113457
  nChanged 8
		SP:Iteration 19Q (164950.080000 sec): 3 clusters
  Score: Raw -137018.389932 + Penalty 2403.808970 = -134614.580961
  nChanged 11
		SP:Iteration 20F (164950.280000 sec): 3 clusters
  Score: Raw -137027.637706 + Penalty 2403.808970 = -134623.828736
  nChanged 8
		SP:Iteration 21Q (164950.470000 sec): 3 clusters
  Score: Raw -137035.250268 + Penalty 2403.808970 = -134631.441298
  nChanged 11
		SP:Iteration 22Q (164950.660000 sec): 3 clusters
  Score: Raw -137045.405388 + Penalty 2403.808970 = -134641.596418
  nChanged 14
		SP:Iteration 23Q (164950.860000 sec): 3 clusters
  Score: Raw -137055.514585 + Penalty 2403.808970 = -134651.705614
  nChanged 11
		SP:Iteration 24Q (164951.080000 sec): 3 clusters
  Score: Raw -137066.007763 + Penalty 2403.808970 = -134662.198793
  nChanged 15
		SP:Iteration 25Q (164951.250000 sec): 3 clusters
  Score: Raw -137078.964565 + Penalty 2403.808970 = -134675.155594
  nChanged 19
		SP:Iteration 26Q (164951.480000 sec): 3 clusters
  Score: Raw -137091.711293 + Penalty 2403.808970 = -134687.902322
  nChanged 12
		SP:Iteration 27Q (164951.640000 sec): 3 clusters
  Score: Raw -137100.489917 + Penalty 2403.808970 = -134696.680947
  nChanged 14
		SP:Iteration 28Q (164951.860000 sec): 3 clusters
  Score: Raw -137110.208467 + Penalty 2403.808970 = -134706.399496
  nChanged 5
		SP:Iteration 29Q (164952.030000 sec): 3 clusters
  Score: Raw -137113.385048 + Penalty 2403.808970 = -134709.576078
  nChanged 6
		SP:Iteration 30Q (164952.260000 sec): 3 clusters
  Score: Raw -137118.999255 + Penalty 2403.808970 = -134715.190284
  nChanged 10
		SP:Iteration 31Q (164952.390000 sec): 3 clusters
  Score: Raw -137126.948500 + Penalty 2403.808970 = -134723.139530
  nChanged 6
		SP:Iteration 32Q (164952.590000 sec): 3 clusters
  Score: Raw -137130.443289 + Penalty 2403.808970 = -134726.634319
  nChanged 2
		SP:Iteration 33Q (164952.780000 sec): 3 clusters
  Score: Raw -137131.565760 + Penalty 2403.808970 = -134727.756789
  nChanged 3
		SP:Iteration 34Q (164952.930000 sec): 3 clusters
  Score: Raw -137133.721649 + Penalty 2403.808970 = -134729.912679
  nChanged 3
		SP:Iteration 35Q (164953.110000 sec): 3 clusters
  Score: Raw -137137.629687 + Penalty 2403.808970 = -134733.820716
  nChanged 6
		SP:Iteration 36Q (164953.300000 sec): 3 clusters
  Score: Raw -137142.724358 + Penalty 2403.808970 = -134738.915388
  nChanged 7
		SP:Iteration 37Q (164953.460000 sec): 3 clusters
  Score: Raw -137147.822338 + Penalty 2403.808970 = -134744.013368
  nChanged 3
		SP:Iteration 38Q (164953.640000 sec): 3 clusters
  Score: Raw -137148.801879 + Penalty 2403.808970 = -134744.992909
  nChanged 1
		SP:Iteration 39Q (164953.830000 sec): 3 clusters
  Score: Raw -137150.051886 + Penalty 2403.808970 = -134746.242915
  nChanged 3
		SP:Iteration 40F (164954.000000 sec): 3 clusters
  Score: Raw -137151.402596 + Penalty 2403.808970 = -134747.593626
  nChanged 4
		SP:Iteration 41Q (164954.190000 sec): 3 clusters
  Score: Raw -137153.230286 + Penalty 2403.808970 = -134749.421316
  nChanged 1
		SP:Iteration 42Q (164954.360000 sec): 3 clusters
  Score: Raw -137153.503773 + Penalty 2403.808970 = -134749.694803
  nChanged 1
		SP:Iteration 43Q (164954.560000 sec): 3 clusters
  Score: Raw -137155.186329 + Penalty 2403.808970 = -134751.377359
  nChanged 2
		SP:Iteration 44Q (164954.750000 sec): 3 clusters
  Score: Raw -137156.051574 + Penalty 2403.808970 = -134752.242604
  nChanged 4
		SP:Iteration 45Q (164954.900000 sec): 3 clusters
  Score: Raw -137158.181311 + Penalty 2403.808970 = -134754.372341
  nChanged 2
		SP:Iteration 46Q (164955.060000 sec): 3 clusters
  Score: Raw -137159.765311 + Penalty 2403.808970 = -134755.956340
  nChanged 2
		SP:Iteration 47Q (164955.230000 sec): 3 clusters
  Score: Raw -137163.912661 + Penalty 2403.808970 = -134760.103690
  nChanged 2
		SP:Iteration 48Q (164955.410000 sec): 3 clusters
  Score: Raw -137166.408250 + Penalty 2403.808970 = -134762.599280
  nChanged 2
		SP:Iteration 49Q (164955.630000 sec): 3 clusters
  Score: Raw -137168.007542 + Penalty 2403.808970 = -134764.198572
  nChanged 2
		SP:Iteration 50Q (164955.760000 sec): 3 clusters
  Score: Raw -137170.237362 + Penalty 2403.808970 = -134766.428391
  nChanged 3
		SP:Iteration 51Q (164955.970000 sec): 3 clusters
  Score: Raw -137172.241784 + Penalty 2403.808970 = -134768.432814
  nChanged 2
		SP:Iteration 52Q (164956.140000 sec): 3 clusters
  Score: Raw -137173.186190 + Penalty 2403.808970 = -134769.377220
  nChanged 2
		SP:Iteration 53Q (164956.360000 sec): 3 clusters
  Score: Raw -137174.000697 + Penalty 2403.808970 = -134770.191726
  nChanged 1
		SP:Iteration 54Q (164956.560000 sec): 3 clusters
  Score: Raw -137174.648429 + Penalty 2403.808970 = -134770.839458
  nChanged 1
		SP:Iteration 55Q (164956.760000 sec): 3 clusters
  Score: Raw -137175.980343 + Penalty 2403.808970 = -134772.171372
  nChanged 1
		SP:Iteration 56Q (164956.950000 sec): 3 clusters
  Score: Raw -137177.733789 + Penalty 2403.808970 = -134773.924819
  nChanged 2
		SP:Iteration 57Q (164957.130000 sec): 3 clusters
  Score: Raw -137178.493671 + Penalty 2403.808970 = -134774.684701
  nChanged 0
		SP:Iteration 58F (164957.330000 sec): 3 clusters
  Score: Raw -137178.493671 + Penalty 2403.808970 = -134774.684701
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 9 (9448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164957.470000 sec): 2 clusters
  Score: Raw -814205.832093 + Penalty 1487.453233 = -812718.378860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164957.710000 sec): 3 clusters
  Score: Raw -808892.724285 + Penalty 2974.906466 = -805917.817818
  nChanged 4110
		SP:Iteration 1F (164957.920000 sec): 3 clusters
  Score: Raw -811120.228263 + Penalty 2974.906466 = -808145.321796
  nChanged 652
		SP:Iteration 2F (164958.140000 sec): 3 clusters
  Score: Raw -811442.761342 + Penalty 2974.906466 = -808467.854875
  nChanged 530
		SP:Iteration 3F (164958.350000 sec): 3 clusters
  Score: Raw -811721.780277 + Penalty 2974.906466 = -808746.873811
  nChanged 495
		SP:Iteration 4F (164958.580000 sec): 3 clusters
  Score: Raw -811973.308540 + Penalty 2974.906466 = -808998.402074
  nChanged 442
		SP:Iteration 5Q (164958.800000 sec): 3 clusters
  Score: Raw -812193.807864 + Penalty 2974.906466 = -809218.901398
  nChanged 408
		SP:Iteration 6Q (164959.060000 sec): 3 clusters
  Score: Raw -812423.745271 + Penalty 2974.906466 = -809448.838805
  nChanged 416
		SP:Iteration 7Q (164959.300000 sec): 3 clusters
  Score: Raw -812674.360273 + Penalty 2974.906466 = -809699.453806
  nChanged 449
		SP:Iteration 8Q (164959.540000 sec): 3 clusters
  Score: Raw -812965.426173 + Penalty 2974.906466 = -809990.519706
  nChanged 472
		SP:Iteration 9Q (164959.810000 sec): 3 clusters
  Score: Raw -813321.967200 + Penalty 2974.906466 = -810347.060734
  nChanged 447
		SP:Iteration 10Q (164960.040000 sec): 3 clusters
  Score: Raw -813680.798581 + Penalty 2974.906466 = -810705.892114
  nChanged 378
		SP:Iteration 11Q (164960.260000 sec): 3 clusters
  Score: Raw -813995.318815 + Penalty 2974.906466 = -811020.412349
  nChanged 323
		SP:Iteration 12Q (164960.520000 sec): 3 clusters
  Score: Raw -814289.152132 + Penalty 2974.906466 = -811314.245666
  nChanged 232
		SP:Iteration 13Q (164960.740000 sec): 3 clusters
  Score: Raw -814505.106186 + Penalty 2974.906466 = -811530.199720
  nChanged 143
		SP:Iteration 14Q (164960.970000 sec): 3 clusters
  Score: Raw -814629.867117 + Penalty 2974.906466 = -811654.960650
  nChanged 83
		SP:Iteration 15Q (164961.230000 sec): 3 clusters
  Score: Raw -814698.950395 + Penalty 2974.906466 = -811724.043929
  nChanged 55
		SP:Iteration 16Q (164961.490000 sec): 3 clusters
  Score: Raw -814749.775637 + Penalty 2974.906466 = -811774.869171
  nChanged 48
		SP:Iteration 17Q (164961.710000 sec): 3 clusters
  Score: Raw -814792.507538 + Penalty 2974.906466 = -811817.601071
  nChanged 26
		SP:Iteration 18Q (164961.980000 sec): 3 clusters
  Score: Raw -814810.907048 + Penalty 2974.906466 = -811836.000582
  nChanged 14
		SP:Iteration 19Q (164962.220000 sec): 3 clusters
  Score: Raw -814822.743511 + Penalty 2974.906466 = -811847.837045
  nChanged 13
		SP:Iteration 20F (164962.460000 sec): 3 clusters
  Score: Raw -814835.881626 + Penalty 2974.906466 = -811860.975160
  nChanged 7
		SP:Iteration 21Q (164962.700000 sec): 3 clusters
  Score: Raw -814842.265451 + Penalty 2974.906466 = -811867.358985
  nChanged 3
		SP:Iteration 22Q (164962.930000 sec): 3 clusters
  Score: Raw -814844.323491 + Penalty 2974.906466 = -811869.417024
  nChanged 0
		SP:Iteration 23F (164963.160000 sec): 3 clusters
  Score: Raw -814844.323491 + Penalty 2974.906466 = -811869.417024
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 10 (9634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164963.280000 sec): 2 clusters
  Score: Raw -816287.106122 + Penalty 1490.621240 = -814796.484881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164963.490000 sec): 3 clusters
  Score: Raw -810838.149256 + Penalty 2981.242481 = -807856.906775
  nChanged 4176
		SP:Iteration 1F (164963.700000 sec): 3 clusters
  Score: Raw -813074.252255 + Penalty 2981.242481 = -810093.009774
  nChanged 604
		SP:Iteration 2F (164963.920000 sec): 3 clusters
  Score: Raw -813339.163504 + Penalty 2981.242481 = -810357.921023
  nChanged 514
		SP:Iteration 3F (164964.190000 sec): 3 clusters
  Score: Raw -813553.699235 + Penalty 2981.242481 = -810572.456755
  nChanged 439
		SP:Iteration 4Q (164964.380000 sec): 3 clusters
  Score: Raw -813731.479497 + Penalty 2981.242481 = -810750.237016
  nChanged 382
		SP:Iteration 5Q (164964.660000 sec): 3 clusters
  Score: Raw -813888.436496 + Penalty 2981.242481 = -810907.194015
  nChanged 341
		SP:Iteration 6Q (164964.850000 sec): 3 clusters
  Score: Raw -814031.117773 + Penalty 2981.242481 = -811049.875292
  nChanged 317
		SP:Iteration 7Q (164965.050000 sec): 3 clusters
  Score: Raw -814163.386817 + Penalty 2981.242481 = -811182.144336
  nChanged 316
		SP:Iteration 8Q (164965.300000 sec): 3 clusters
  Score: Raw -814303.216702 + Penalty 2981.242481 = -811321.974221
  nChanged 322
		SP:Iteration 9Q (164965.490000 sec): 3 clusters
  Score: Raw -814464.537435 + Penalty 2981.242481 = -811483.294954
  nChanged 327
		SP:Iteration 10Q (164965.660000 sec): 3 clusters
  Score: Raw -814635.105093 + Penalty 2981.242481 = -811653.862612
  nChanged 308
		SP:Iteration 11Q (164965.910000 sec): 3 clusters
  Score: Raw -814818.724639 + Penalty 2981.242481 = -811837.482158
  nChanged 342
		SP:Iteration 12Q (164966.140000 sec): 3 clusters
  Score: Raw -815027.767692 + Penalty 2981.242481 = -812046.525211
  nChanged 342
		SP:Iteration 13Q (164966.410000 sec): 3 clusters
  Score: Raw -815238.185741 + Penalty 2981.242481 = -812256.943260
  nChanged 296
		SP:Iteration 14Q (164966.580000 sec): 3 clusters
  Score: Raw -815424.775815 + Penalty 2981.242481 = -812443.533334
  nChanged 295
		SP:Iteration 15Q (164966.760000 sec): 3 clusters
  Score: Raw -815607.104347 + Penalty 2981.242481 = -812625.861867
  nChanged 255
		SP:Iteration 16Q (164967.020000 sec): 3 clusters
  Score: Raw -815751.318432 + Penalty 2981.242481 = -812770.075951
  nChanged 219
		SP:Iteration 17Q (164967.240000 sec): 3 clusters
  Score: Raw -815861.447794 + Penalty 2981.242481 = -812880.205314
  nChanged 154
		SP:Iteration 18Q (164967.430000 sec): 3 clusters
  Score: Raw -815931.226745 + Penalty 2981.242481 = -812949.984264
  nChanged 148
		SP:Iteration 19Q (164967.690000 sec): 3 clusters
  Score: Raw -816005.105698 + Penalty 2981.242481 = -813023.863217
  nChanged 145
		SP:Iteration 20F (164967.940000 sec): 3 clusters
  Score: Raw -816062.043371 + Penalty 2981.242481 = -813080.800890
  nChanged 119
		SP:Iteration 21Q (164968.140000 sec): 3 clusters
  Score: Raw -816106.531497 + Penalty 2981.242481 = -813125.289016
  nChanged 111
		SP:Iteration 22Q (164968.380000 sec): 3 clusters
  Score: Raw -816144.593713 + Penalty 2981.242481 = -813163.351232
  nChanged 101
		SP:Iteration 23Q (164968.660000 sec): 3 clusters
  Score: Raw -816180.363695 + Penalty 2981.242481 = -813199.121214
  nChanged 88
		SP:Iteration 24Q (164968.980000 sec): 3 clusters
  Score: Raw -816212.417568 + Penalty 2981.242481 = -813231.175087
  nChanged 85
		SP:Iteration 25Q (164969.200000 sec): 3 clusters
  Score: Raw -816242.797706 + Penalty 2981.242481 = -813261.555225
  nChanged 79
		SP:Iteration 26Q (164969.500000 sec): 3 clusters
  Score: Raw -816267.630042 + Penalty 2981.242481 = -813286.387561
  nChanged 80
		SP:Iteration 27Q (164969.700000 sec): 3 clusters
  Score: Raw -816289.669662 + Penalty 2981.242481 = -813308.427181
  nChanged 63
		SP:Iteration 28Q (164969.930000 sec): 3 clusters
  Score: Raw -816307.904360 + Penalty 2981.242481 = -813326.661879
  nChanged 57
		SP:Iteration 29Q (164970.150000 sec): 3 clusters
  Score: Raw -816322.779655 + Penalty 2981.242481 = -813341.537174
  nChanged 53
		SP:Iteration 30Q (164970.430000 sec): 3 clusters
  Score: Raw -816340.061242 + Penalty 2981.242481 = -813358.818761
  nChanged 56
		SP:Iteration 31Q (164970.590000 sec): 3 clusters
  Score: Raw -816355.905552 + Penalty 2981.242481 = -813374.663071
  nChanged 59
		SP:Iteration 32Q (164970.800000 sec): 3 clusters
  Score: Raw -816372.512790 + Penalty 2981.242481 = -813391.270309
  nChanged 63
		SP:Iteration 33Q (164970.960000 sec): 3 clusters
  Score: Raw -816390.839631 + Penalty 2981.242481 = -813409.597150
  nChanged 55
		SP:Iteration 34Q (164971.180000 sec): 3 clusters
  Score: Raw -816407.519148 + Penalty 2981.242481 = -813426.276667
  nChanged 60
		SP:Iteration 35Q (164971.390000 sec): 3 clusters
  Score: Raw -816426.127566 + Penalty 2981.242481 = -813444.885085
  nChanged 55
		SP:Iteration 36Q (164971.620000 sec): 3 clusters
  Score: Raw -816441.350976 + Penalty 2981.242481 = -813460.108495
  nChanged 49
		SP:Iteration 37Q (164971.820000 sec): 3 clusters
  Score: Raw -816454.426002 + Penalty 2981.242481 = -813473.183522
  nChanged 47
		SP:Iteration 38Q (164972.060000 sec): 3 clusters
  Score: Raw -816466.894895 + Penalty 2981.242481 = -813485.652414
  nChanged 41
		SP:Iteration 39Q (164972.320000 sec): 3 clusters
  Score: Raw -816477.694167 + Penalty 2981.242481 = -813496.451687
  nChanged 40
		SP:Iteration 40F (164972.540000 sec): 3 clusters
  Score: Raw -816486.180080 + Penalty 2981.242481 = -813504.937599
  nChanged 20
		SP:Iteration 41Q (164972.790000 sec): 3 clusters
  Score: Raw -816490.093148 + Penalty 2981.242481 = -813508.850667
  nChanged 17
		SP:Iteration 42Q (164973.020000 sec): 3 clusters
  Score: Raw -816494.764700 + Penalty 2981.242481 = -813513.522220
  nChanged 24
		SP:Iteration 43Q (164973.260000 sec): 3 clusters
  Score: Raw -816500.881096 + Penalty 2981.242481 = -813519.638615
  nChanged 24
		SP:Iteration 44Q (164973.460000 sec): 3 clusters
  Score: Raw -816506.361731 + Penalty 2981.242481 = -813525.119250
  nChanged 22
		SP:Iteration 45Q (164973.680000 sec): 3 clusters
  Score: Raw -816511.378949 + Penalty 2981.242481 = -813530.136469
  nChanged 17
		SP:Iteration 46Q (164973.910000 sec): 3 clusters
  Score: Raw -816516.119802 + Penalty 2981.242481 = -813534.877321
  nChanged 14
		SP:Iteration 47Q (164974.140000 sec): 3 clusters
  Score: Raw -816519.101406 + Penalty 2981.242481 = -813537.858925
  nChanged 16
		SP:Iteration 48Q (164974.320000 sec): 3 clusters
  Score: Raw -816522.436438 + Penalty 2981.242481 = -813541.193957
  nChanged 16
		SP:Iteration 49Q (164974.580000 sec): 3 clusters
  Score: Raw -816526.609363 + Penalty 2981.242481 = -813545.366882
  nChanged 21
		SP:Iteration 50Q (164974.790000 sec): 3 clusters
  Score: Raw -816532.516016 + Penalty 2981.242481 = -813551.273535
  nChanged 27
		SP:Iteration 51Q (164975.040000 sec): 3 clusters
  Score: Raw -816539.974279 + Penalty 2981.242481 = -813558.731798
  nChanged 21
		SP:Iteration 52Q (164975.340000 sec): 3 clusters
  Score: Raw -816544.922055 + Penalty 2981.242481 = -813563.679574
  nChanged 20
		SP:Iteration 53Q (164975.580000 sec): 3 clusters
  Score: Raw -816548.777734 + Penalty 2981.242481 = -813567.535253
  nChanged 17
		SP:Iteration 54Q (164975.800000 sec): 3 clusters
  Score: Raw -816552.406545 + Penalty 2981.242481 = -813571.164064
  nChanged 12
		SP:Iteration 55Q (164976.040000 sec): 3 clusters
  Score: Raw -816555.230807 + Penalty 2981.242481 = -813573.988326
  nChanged 15
		SP:Iteration 56Q (164976.290000 sec): 3 clusters
  Score: Raw -816558.974653 + Penalty 2981.242481 = -813577.732172
  nChanged 13
		SP:Iteration 57Q (164976.540000 sec): 3 clusters
  Score: Raw -816562.965150 + Penalty 2981.242481 = -813581.722669
  nChanged 21
		SP:Iteration 58Q (164976.720000 sec): 3 clusters
  Score: Raw -816568.506486 + Penalty 2981.242481 = -813587.264005
  nChanged 24
		SP:Iteration 59Q (164976.930000 sec): 3 clusters
  Score: Raw -816575.023648 + Penalty 2981.242481 = -813593.781167
  nChanged 25
		SP:Iteration 60F (164977.180000 sec): 3 clusters
  Score: Raw -816581.706251 + Penalty 2981.242481 = -813600.463771
  nChanged 24
		SP:Iteration 61Q (164977.400000 sec): 3 clusters
  Score: Raw -816590.474284 + Penalty 2981.242481 = -813609.231803
  nChanged 32
		SP:Iteration 62Q (164977.640000 sec): 3 clusters
  Score: Raw -816601.526193 + Penalty 2981.242481 = -813620.283712
  nChanged 36
		SP:Iteration 63Q (164977.910000 sec): 3 clusters
  Score: Raw -816612.525438 + Penalty 2981.242481 = -813631.282957
  nChanged 30
		SP:Iteration 64Q (164978.130000 sec): 3 clusters
  Score: Raw -816620.848449 + Penalty 2981.242481 = -813639.605968
  nChanged 27
		SP:Iteration 65Q (164978.340000 sec): 3 clusters
  Score: Raw -816630.400697 + Penalty 2981.242481 = -813649.158216
  nChanged 30
		SP:Iteration 66Q (164978.600000 sec): 3 clusters
  Score: Raw -816639.004076 + Penalty 2981.242481 = -813657.761596
  nChanged 23
		SP:Iteration 67Q (164978.810000 sec): 3 clusters
  Score: Raw -816644.567904 + Penalty 2981.242481 = -813663.325423
  nChanged 18
		SP:Iteration 68Q (164979.010000 sec): 3 clusters
  Score: Raw -816648.176516 + Penalty 2981.242481 = -813666.934035
  nChanged 12
		SP:Iteration 69Q (164979.230000 sec): 3 clusters
  Score: Raw -816651.225234 + Penalty 2981.242481 = -813669.982753
  nChanged 17
		SP:Iteration 70Q (164979.460000 sec): 3 clusters
  Score: Raw -816654.687192 + Penalty 2981.242481 = -813673.444711
  nChanged 12
		SP:Iteration 71Q (164979.680000 sec): 3 clusters
  Score: Raw -816657.905723 + Penalty 2981.242481 = -813676.663242
  nChanged 16
		SP:Iteration 72Q (164979.870000 sec): 3 clusters
  Score: Raw -816661.087837 + Penalty 2981.242481 = -813679.845356
  nChanged 9
		SP:Iteration 73Q (164980.120000 sec): 3 clusters
  Score: Raw -816662.961591 + Penalty 2981.242481 = -813681.719110
  nChanged 11
		SP:Iteration 74Q (164980.360000 sec): 3 clusters
  Score: Raw -816664.313190 + Penalty 2981.242481 = -813683.070710
  nChanged 5
		SP:Iteration 75Q (164980.570000 sec): 3 clusters
  Score: Raw -816664.581254 + Penalty 2981.242481 = -813683.338773
  nChanged 1
		SP:Iteration 76Q (164980.810000 sec): 3 clusters
  Score: Raw -816664.813544 + Penalty 2981.242481 = -813683.571063
  nChanged 1
		SP:Iteration 77Q (164981.060000 sec): 3 clusters
  Score: Raw -816664.881607 + Penalty 2981.242481 = -813683.639126
  nChanged 0
		SP:Iteration 78F (164981.330000 sec): 3 clusters
  Score: Raw -816664.881607 + Penalty 2981.242481 = -813683.639126
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 11 (243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164981.440000 sec): 2 clusters
  Score: Raw -21336.786912 + Penalty 892.622485 = -20444.164428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164981.670000 sec): 3 clusters
  Score: Raw -21408.493317 + Penalty 1785.244969 = -19623.248348
  nChanged 38
		SP:Iteration 1F (164981.890000 sec): 3 clusters
  Score: Raw -21497.417869 + Penalty 1785.244969 = -19712.172900
  nChanged 9
		SP:Iteration 2Q (164982.110000 sec): 3 clusters
  Score: Raw -21518.669700 + Penalty 1785.244969 = -19733.424730
  nChanged 4
		SP:Iteration 3Q (164982.330000 sec): 3 clusters
  Score: Raw -21527.680156 + Penalty 1785.244969 = -19742.435187
  nChanged 2
		SP:Iteration 4Q (164982.510000 sec): 3 clusters
  Score: Raw -21531.725490 + Penalty 1785.244969 = -19746.480521
  nChanged 0
		SP:Iteration 5F (164982.770000 sec): 3 clusters
  Score: Raw -21531.725490 + Penalty 1785.244969 = -19746.480521
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 12 (3194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164982.860000 sec): 2 clusters
  Score: Raw -260133.503356 + Penalty 1311.217266 = -258822.286090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164983.120000 sec): 3 clusters
  Score: Raw -258616.636989 + Penalty 2622.434532 = -255994.202457
  nChanged 1184
		SP:Iteration 1F (164983.330000 sec): 3 clusters
  Score: Raw -259332.168222 + Penalty 2622.434532 = -256709.733690
  nChanged 259
		SP:Iteration 2F (164983.470000 sec): 3 clusters
  Score: Raw -259554.258657 + Penalty 2622.434532 = -256931.824125
  nChanged 222
		SP:Iteration 3F (164983.650000 sec): 3 clusters
  Score: Raw -259764.712831 + Penalty 2622.434532 = -257142.278300
  nChanged 205
		SP:Iteration 4F (164983.840000 sec): 3 clusters
  Score: Raw -259998.786598 + Penalty 2622.434532 = -257376.352066
  nChanged 173
		SP:Iteration 5F (164984.050000 sec): 3 clusters
  Score: Raw -260225.841326 + Penalty 2622.434532 = -257603.406794
  nChanged 189
		SP:Iteration 6F (164984.220000 sec): 3 clusters
  Score: Raw -260458.661029 + Penalty 2622.434532 = -257836.226497
  nChanged 173
		SP:Iteration 7F (164984.420000 sec): 3 clusters
  Score: Raw -260622.959211 + Penalty 2622.434532 = -258000.524679
  nChanged 133
		SP:Iteration 8Q (164984.700000 sec): 3 clusters
  Score: Raw -260720.389054 + Penalty 2622.434532 = -258097.954522
  nChanged 94
		SP:Iteration 9Q (164984.940000 sec): 3 clusters
  Score: Raw -260785.422488 + Penalty 2622.434532 = -258162.987956
  nChanged 68
		SP:Iteration 10Q (164985.130000 sec): 3 clusters
  Score: Raw -260826.470820 + Penalty 2622.434532 = -258204.036288
  nChanged 56
		SP:Iteration 11Q (164985.310000 sec): 3 clusters
  Score: Raw -260851.304566 + Penalty 2622.434532 = -258228.870034
  nChanged 36
		SP:Iteration 12Q (164985.540000 sec): 3 clusters
  Score: Raw -260865.466061 + Penalty 2622.434532 = -258243.031529
  nChanged 26
		SP:Iteration 13Q (164985.690000 sec): 3 clusters
  Score: Raw -260877.444511 + Penalty 2622.434532 = -258255.009979
  nChanged 15
		SP:Iteration 14Q (164985.880000 sec): 3 clusters
  Score: Raw -260883.874358 + Penalty 2622.434532 = -258261.439827
  nChanged 14
		SP:Iteration 15Q (164986.060000 sec): 3 clusters
  Score: Raw -260889.532592 + Penalty 2622.434532 = -258267.098060
  nChanged 16
		SP:Iteration 16Q (164986.280000 sec): 3 clusters
  Score: Raw -260895.579332 + Penalty 2622.434532 = -258273.144800
  nChanged 12
		SP:Iteration 17Q (164986.460000 sec): 3 clusters
  Score: Raw -260899.324448 + Penalty 2622.434532 = -258276.889917
  nChanged 11
		SP:Iteration 18Q (164986.690000 sec): 3 clusters
  Score: Raw -260902.157319 + Penalty 2622.434532 = -258279.722787
  nChanged 9
		SP:Iteration 19Q (164986.890000 sec): 3 clusters
  Score: Raw -260906.085234 + Penalty 2622.434532 = -258283.650702
  nChanged 8
		SP:Iteration 20F (164987.140000 sec): 3 clusters
  Score: Raw -260910.692277 + Penalty 2622.434532 = -258288.257745
  nChanged 6
		SP:Iteration 21Q (164987.320000 sec): 3 clusters
  Score: Raw -260914.803996 + Penalty 2622.434532 = -258292.369464
  nChanged 7
		SP:Iteration 22Q (164987.540000 sec): 3 clusters
  Score: Raw -260917.380209 + Penalty 2622.434532 = -258294.945677
  nChanged 6
		SP:Iteration 23Q (164987.700000 sec): 3 clusters
  Score: Raw -260919.394717 + Penalty 2622.434532 = -258296.960185
  nChanged 8
		SP:Iteration 24Q (164987.910000 sec): 3 clusters
  Score: Raw -260921.883720 + Penalty 2622.434532 = -258299.449188
  nChanged 7
		SP:Iteration 25Q (164988.080000 sec): 3 clusters
  Score: Raw -260924.064966 + Penalty 2622.434532 = -258301.630434
  nChanged 5
		SP:Iteration 26Q (164988.290000 sec): 3 clusters
  Score: Raw -260925.500582 + Penalty 2622.434532 = -258303.066050
  nChanged 1
		SP:Iteration 27Q (164988.490000 sec): 3 clusters
  Score: Raw -260925.910499 + Penalty 2622.434532 = -258303.475968
  nChanged 2
		SP:Iteration 28Q (164988.660000 sec): 3 clusters
  Score: Raw -260926.383389 + Penalty 2622.434532 = -258303.948857
  nChanged 2
		SP:Iteration 29Q (164988.800000 sec): 3 clusters
  Score: Raw -260926.774191 + Penalty 2622.434532 = -258304.339659
  nChanged 1
		SP:Iteration 30Q (164988.990000 sec): 3 clusters
  Score: Raw -260926.959216 + Penalty 2622.434532 = -258304.524684
  nChanged 1
		SP:Iteration 31Q (164989.190000 sec): 3 clusters
  Score: Raw -260927.340578 + Penalty 2622.434532 = -258304.906046
  nChanged 0
		SP:Iteration 32F (164989.380000 sec): 3 clusters
  Score: Raw -260927.340578 + Penalty 2622.434532 = -258304.906046
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 13 (44452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (164989.720000 sec): 2 clusters
  Score: Raw -3939864.928237 + Penalty 1739.101851 = -3938125.826387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (164990.100000 sec): 3 clusters
  Score: Raw -3911942.298197 + Penalty 3478.203701 = -3908464.094496
  nChanged 20903
		SP:Iteration 1F (164990.460000 sec): 3 clusters
  Score: Raw -3923787.155265 + Penalty 3478.203701 = -3920308.951564
  nChanged 2081
		SP:Iteration 2Q (164990.850000 sec): 3 clusters
  Score: Raw -3924535.325960 + Penalty 3478.203701 = -3921057.122258
  nChanged 2133
		SP:Iteration 3Q (164991.270000 sec): 3 clusters
  Score: Raw -3925432.865730 + Penalty 3478.203701 = -3921954.662029
  nChanged 2403
		SP:Iteration 4F (164991.640000 sec): 3 clusters
  Score: Raw -3926642.310784 + Penalty 3478.203701 = -3923164.107082
  nChanged 2634
		SP:Iteration 5F (164992.030000 sec): 3 clusters
  Score: Raw -3928175.590198 + Penalty 3478.203701 = -3924697.386496
  nChanged 2854
		SP:Iteration 6F (164992.400000 sec): 3 clusters
  Score: Raw -3930100.147859 + Penalty 3478.203701 = -3926621.944158
  nChanged 2816
		SP:Iteration 7F (164992.750000 sec): 3 clusters
  Score: Raw -3932219.477166 + Penalty 3478.203701 = -3928741.273464
  nChanged 2569
		SP:Iteration 8F (164993.090000 sec): 3 clusters
  Score: Raw -3934466.536306 + Penalty 3478.203701 = -3930988.332605
  nChanged 2161
		SP:Iteration 9Q (164993.540000 sec): 3 clusters
  Score: Raw -3936653.464581 + Penalty 3478.203701 = -3933175.260880
  nChanged 1492
		SP:Iteration 10Q (164993.890000 sec): 3 clusters
  Score: Raw -3938217.331165 + Penalty 3478.203701 = -3934739.127464
  nChanged 975
		SP:Iteration 11Q (164994.250000 sec): 3 clusters
  Score: Raw -3939099.265875 + Penalty 3478.203701 = -3935621.062174
  nChanged 658
		SP:Iteration 12Q (164994.630000 sec): 3 clusters
  Score: Raw -3939581.888730 + Penalty 3478.203701 = -3936103.685029
  nChanged 467
		SP:Iteration 13Q (164994.980000 sec): 3 clusters
  Score: Raw -3939869.347350 + Penalty 3478.203701 = -3936391.143649
  nChanged 344
		SP:Iteration 14Q (164995.310000 sec): 3 clusters
  Score: Raw -3940036.370570 + Penalty 3478.203701 = -3936558.166869
  nChanged 265
		SP:Iteration 15Q (164995.640000 sec): 3 clusters
  Score: Raw -3940143.080885 + Penalty 3478.203701 = -3936664.877184
  nChanged 192
		SP:Iteration 16Q (164996.020000 sec): 3 clusters
  Score: Raw -3940217.605237 + Penalty 3478.203701 = -3936739.401535
  nChanged 162
		SP:Iteration 17Q (164996.430000 sec): 3 clusters
  Score: Raw -3940281.205437 + Penalty 3478.203701 = -3936803.001736
  nChanged 119
		SP:Iteration 18Q (164996.830000 sec): 3 clusters
  Score: Raw -3940319.270246 + Penalty 3478.203701 = -3936841.066544
  nChanged 113
		SP:Iteration 19Q (164997.250000 sec): 3 clusters
  Score: Raw -3940352.401129 + Penalty 3478.203701 = -3936874.197428
  nChanged 82
		SP:Iteration 20F (164997.670000 sec): 3 clusters
  Score: Raw -3940376.022483 + Penalty 3478.203701 = -3936897.818782
  nChanged 75
		SP:Iteration 21Q (164997.990000 sec): 3 clusters
  Score: Raw -3940395.327601 + Penalty 3478.203701 = -3936917.123900
  nChanged 64
		SP:Iteration 22Q (164998.460000 sec): 3 clusters
  Score: Raw -3940416.035846 + Penalty 3478.203701 = -3936937.832144
  nChanged 61
		SP:Iteration 23Q (164998.860000 sec): 3 clusters
  Score: Raw -3940433.674083 + Penalty 3478.203701 = -3936955.470382
  nChanged 41
		SP:Iteration 24Q (164999.260000 sec): 3 clusters
  Score: Raw -3940443.631897 + Penalty 3478.203701 = -3936965.428196
  nChanged 43
		SP:Iteration 25Q (164999.630000 sec): 3 clusters
  Score: Raw -3940453.121321 + Penalty 3478.203701 = -3936974.917619
  nChanged 27
		SP:Iteration 26Q (164999.970000 sec): 3 clusters
  Score: Raw -3940458.886844 + Penalty 3478.203701 = -3936980.683143
  nChanged 21
		SP:Iteration 27Q (165000.330000 sec): 3 clusters
  Score: Raw -3940464.638850 + Penalty 3478.203701 = -3936986.435149
  nChanged 26
		SP:Iteration 28Q (165000.690000 sec): 3 clusters
  Score: Raw -3940471.322204 + Penalty 3478.203701 = -3936993.118503
  nChanged 27
		SP:Iteration 29Q (165001.090000 sec): 3 clusters
  Score: Raw -3940476.905340 + Penalty 3478.203701 = -3936998.701639
  nChanged 19
		SP:Iteration 30Q (165001.490000 sec): 3 clusters
  Score: Raw -3940481.396218 + Penalty 3478.203701 = -3937003.192517
  nChanged 19
		SP:Iteration 31Q (165001.880000 sec): 3 clusters
  Score: Raw -3940486.891729 + Penalty 3478.203701 = -3937008.688028
  nChanged 25
		SP:Iteration 32Q (165002.280000 sec): 3 clusters
  Score: Raw -3940493.312601 + Penalty 3478.203701 = -3937015.108900
  nChanged 21
		SP:Iteration 33Q (165002.670000 sec): 3 clusters
  Score: Raw -3940498.581789 + Penalty 3478.203701 = -3937020.378088
  nChanged 26
		SP:Iteration 34Q (165003.070000 sec): 3 clusters
  Score: Raw -3940506.601362 + Penalty 3478.203701 = -3937028.397661
  nChanged 27
		SP:Iteration 35Q (165003.440000 sec): 3 clusters
  Score: Raw -3940514.460657 + Penalty 3478.203701 = -3937036.256956
  nChanged 24
		SP:Iteration 36Q (165003.840000 sec): 3 clusters
  Score: Raw -3940519.537523 + Penalty 3478.203701 = -3937041.333822
  nChanged 17
		SP:Iteration 37Q (165004.290000 sec): 3 clusters
  Score: Raw -3940523.360850 + Penalty 3478.203701 = -3937045.157149
  nChanged 12
		SP:Iteration 38Q (165004.690000 sec): 3 clusters
  Score: Raw -3940526.705042 + Penalty 3478.203701 = -3937048.501341
  nChanged 10
		SP:Iteration 39Q (165005.020000 sec): 3 clusters
  Score: Raw -3940528.257377 + Penalty 3478.203701 = -3937050.053676
  nChanged 6
		SP:Iteration 40F (165005.420000 sec): 3 clusters
  Score: Raw -3940529.138377 + Penalty 3478.203701 = -3937050.934676
  nChanged 5
		SP:Iteration 41Q (165005.770000 sec): 3 clusters
  Score: Raw -3940530.266373 + Penalty 3478.203701 = -3937052.062672
  nChanged 5
		SP:Iteration 42Q (165006.190000 sec): 3 clusters
  Score: Raw -3940531.197345 + Penalty 3478.203701 = -3937052.993644
  nChanged 4
		SP:Iteration 43Q (165006.550000 sec): 3 clusters
  Score: Raw -3940531.934332 + Penalty 3478.203701 = -3937053.730630
  nChanged 8
		SP:Iteration 44Q (165006.920000 sec): 3 clusters
  Score: Raw -3940533.260530 + Penalty 3478.203701 = -3937055.056829
  nChanged 5
		SP:Iteration 45Q (165007.310000 sec): 3 clusters
  Score: Raw -3940534.143436 + Penalty 3478.203701 = -3937055.939735
  nChanged 5
		SP:Iteration 46Q (165007.720000 sec): 3 clusters
  Score: Raw -3940534.943035 + Penalty 3478.203701 = -3937056.739334
  nChanged 4
		SP:Iteration 47Q (165008.060000 sec): 3 clusters
  Score: Raw -3940535.802492 + Penalty 3478.203701 = -3937057.598790
  nChanged 3
		SP:Iteration 48Q (165008.390000 sec): 3 clusters
  Score: Raw -3940536.601127 + Penalty 3478.203701 = -3937058.397426
  nChanged 5
		SP:Iteration 49Q (165008.770000 sec): 3 clusters
  Score: Raw -3940537.639127 + Penalty 3478.203701 = -3937059.435426
  nChanged 6
		SP:Iteration 50Q (165009.100000 sec): 3 clusters
  Score: Raw -3940538.613989 + Penalty 3478.203701 = -3937060.410288
  nChanged 6
		SP:Iteration 51Q (165009.440000 sec): 3 clusters
  Score: Raw -3940539.519193 + Penalty 3478.203701 = -3937061.315492
  nChanged 4
		SP:Iteration 52Q (165009.790000 sec): 3 clusters
  Score: Raw -3940540.214530 + Penalty 3478.203701 = -3937062.010829
  nChanged 4
		SP:Iteration 53Q (165010.190000 sec): 3 clusters
  Score: Raw -3940541.253339 + Penalty 3478.203701 = -3937063.049638
  nChanged 4
		SP:Iteration 54Q (165010.540000 sec): 3 clusters
  Score: Raw -3940542.119946 + Penalty 3478.203701 = -3937063.916245
  nChanged 4
		SP:Iteration 55Q (165010.900000 sec): 3 clusters
  Score: Raw -3940542.507794 + Penalty 3478.203701 = -3937064.304093
  nChanged 1
		SP:Iteration 56Q (165011.280000 sec): 3 clusters
  Score: Raw -3940542.585021 + Penalty 3478.203701 = -3937064.381320
  nChanged 0
		SP:Iteration 57F (165011.700000 sec): 3 clusters
  Score: Raw -3940542.585021 + Penalty 3478.203701 = -3937064.381320
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 14 (7014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165011.860000 sec): 2 clusters
  Score: Raw -553333.525080 + Penalty 1439.045307 = -551894.479773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165012.040000 sec): 3 clusters
  Score: Raw -549507.032784 + Penalty 2878.090615 = -546628.942169
  nChanged 2985
		SP:Iteration 1F (165012.250000 sec): 3 clusters
  Score: Raw -551235.816184 + Penalty 2878.090615 = -548357.725569
  nChanged 587
		SP:Iteration 2F (165012.430000 sec): 3 clusters
  Score: Raw -551630.940625 + Penalty 2878.090615 = -548752.850010
  nChanged 464
		SP:Iteration 3F (165012.710000 sec): 3 clusters
  Score: Raw -551898.300281 + Penalty 2878.090615 = -549020.209666
  nChanged 352
		SP:Iteration 4F (165012.910000 sec): 3 clusters
  Score: Raw -552088.438857 + Penalty 2878.090615 = -549210.348242
  nChanged 316
		SP:Iteration 5Q (165013.120000 sec): 3 clusters
  Score: Raw -552275.656270 + Penalty 2878.090615 = -549397.565655
  nChanged 295
		SP:Iteration 6Q (165013.350000 sec): 3 clusters
  Score: Raw -552459.632334 + Penalty 2878.090615 = -549581.541719
  nChanged 287
		SP:Iteration 7Q (165013.600000 sec): 3 clusters
  Score: Raw -552637.554900 + Penalty 2878.090615 = -549759.464285
  nChanged 275
		SP:Iteration 8Q (165013.810000 sec): 3 clusters
  Score: Raw -552825.871343 + Penalty 2878.090615 = -549947.780728
  nChanged 243
		SP:Iteration 9Q (165014.000000 sec): 3 clusters
  Score: Raw -553009.833375 + Penalty 2878.090615 = -550131.742760
  nChanged 234
		SP:Iteration 10Q (165014.210000 sec): 3 clusters
  Score: Raw -553159.719261 + Penalty 2878.090615 = -550281.628646
  nChanged 186
		SP:Iteration 11Q (165014.400000 sec): 3 clusters
  Score: Raw -553275.680297 + Penalty 2878.090615 = -550397.589682
  nChanged 160
		SP:Iteration 12Q (165014.600000 sec): 3 clusters
  Score: Raw -553378.368693 + Penalty 2878.090615 = -550500.278078
  nChanged 140
		SP:Iteration 13Q (165014.800000 sec): 3 clusters
  Score: Raw -553465.054749 + Penalty 2878.090615 = -550586.964134
  nChanged 118
		SP:Iteration 14Q (165015.050000 sec): 3 clusters
  Score: Raw -553537.495039 + Penalty 2878.090615 = -550659.404424
  nChanged 105
		SP:Iteration 15Q (165015.300000 sec): 3 clusters
  Score: Raw -553594.097424 + Penalty 2878.090615 = -550716.006809
  nChanged 91
		SP:Iteration 16Q (165015.550000 sec): 3 clusters
  Score: Raw -553643.670049 + Penalty 2878.090615 = -550765.579434
  nChanged 79
		SP:Iteration 17Q (165015.790000 sec): 3 clusters
  Score: Raw -553687.822591 + Penalty 2878.090615 = -550809.731976
  nChanged 65
		SP:Iteration 18Q (165015.970000 sec): 3 clusters
  Score: Raw -553717.726888 + Penalty 2878.090615 = -550839.636273
  nChanged 67
		SP:Iteration 19Q (165016.200000 sec): 3 clusters
  Score: Raw -553748.347812 + Penalty 2878.090615 = -550870.257197
  nChanged 66
		SP:Iteration 20F (165016.430000 sec): 3 clusters
  Score: Raw -553778.995552 + Penalty 2878.090615 = -550900.904937
  nChanged 60
		SP:Iteration 21Q (165016.690000 sec): 3 clusters
  Score: Raw -553803.930700 + Penalty 2878.090615 = -550925.840085
  nChanged 56
		SP:Iteration 22Q (165016.890000 sec): 3 clusters
  Score: Raw -553827.684946 + Penalty 2878.090615 = -550949.594331
  nChanged 60
		SP:Iteration 23Q (165017.120000 sec): 3 clusters
  Score: Raw -553855.631017 + Penalty 2878.090615 = -550977.540402
  nChanged 58
		SP:Iteration 24Q (165017.340000 sec): 3 clusters
  Score: Raw -553890.334843 + Penalty 2878.090615 = -551012.244228
  nChanged 59
		SP:Iteration 25Q (165017.570000 sec): 3 clusters
  Score: Raw -553921.267812 + Penalty 2878.090615 = -551043.177197
  nChanged 64
		SP:Iteration 26Q (165017.760000 sec): 3 clusters
  Score: Raw -553960.089986 + Penalty 2878.090615 = -551081.999371
  nChanged 74
		SP:Iteration 27Q (165017.990000 sec): 3 clusters
  Score: Raw -554009.445686 + Penalty 2878.090615 = -551131.355071
  nChanged 79
		SP:Iteration 28Q (165018.200000 sec): 3 clusters
  Score: Raw -554076.583072 + Penalty 2878.090615 = -551198.492457
  nChanged 94
		SP:Iteration 29Q (165018.410000 sec): 3 clusters
  Score: Raw -554170.332866 + Penalty 2878.090615 = -551292.242251
  nChanged 77
		SP:Iteration 30Q (165018.660000 sec): 3 clusters
  Score: Raw -554246.113494 + Penalty 2878.090615 = -551368.022879
  nChanged 58
		SP:Iteration 31Q (165018.890000 sec): 3 clusters
  Score: Raw -554293.577523 + Penalty 2878.090615 = -551415.486908
  nChanged 34
		SP:Iteration 32Q (165019.090000 sec): 3 clusters
  Score: Raw -554311.869776 + Penalty 2878.090615 = -551433.779161
  nChanged 24
		SP:Iteration 33Q (165019.330000 sec): 3 clusters
  Score: Raw -554322.257481 + Penalty 2878.090615 = -551444.166866
  nChanged 17
		SP:Iteration 34Q (165019.530000 sec): 3 clusters
  Score: Raw -554327.018429 + Penalty 2878.090615 = -551448.927814
  nChanged 17
		SP:Iteration 35Q (165019.770000 sec): 3 clusters
  Score: Raw -554332.331418 + Penalty 2878.090615 = -551454.240803
  nChanged 21
		SP:Iteration 36Q (165020.000000 sec): 3 clusters
  Score: Raw -554337.104461 + Penalty 2878.090615 = -551459.013846
  nChanged 12
		SP:Iteration 37Q (165020.170000 sec): 3 clusters
  Score: Raw -554340.429704 + Penalty 2878.090615 = -551462.339089
  nChanged 14
		SP:Iteration 38Q (165020.400000 sec): 3 clusters
  Score: Raw -554343.231974 + Penalty 2878.090615 = -551465.141359
  nChanged 6
		SP:Iteration 39Q (165020.590000 sec): 3 clusters
  Score: Raw -554344.344293 + Penalty 2878.090615 = -551466.253678
  nChanged 10
		SP:Iteration 40F (165020.770000 sec): 3 clusters
  Score: Raw -554346.640704 + Penalty 2878.090615 = -551468.550089
  nChanged 6
		SP:Iteration 41Q (165020.990000 sec): 3 clusters
  Score: Raw -554347.341077 + Penalty 2878.090615 = -551469.250462
  nChanged 3
		SP:Iteration 42Q (165021.190000 sec): 3 clusters
  Score: Raw -554347.681112 + Penalty 2878.090615 = -551469.590497
  nChanged 3
		SP:Iteration 43Q (165021.450000 sec): 3 clusters
  Score: Raw -554348.078990 + Penalty 2878.090615 = -551469.988375
  nChanged 2
		SP:Iteration 44Q (165021.670000 sec): 3 clusters
  Score: Raw -554348.479073 + Penalty 2878.090615 = -551470.388458
  nChanged 2
		SP:Iteration 45Q (165021.910000 sec): 3 clusters
  Score: Raw -554348.863505 + Penalty 2878.090615 = -551470.772890
  nChanged 3
		SP:Iteration 46Q (165022.150000 sec): 3 clusters
  Score: Raw -554349.557501 + Penalty 2878.090615 = -551471.466886
  nChanged 3
		SP:Iteration 47Q (165022.380000 sec): 3 clusters
  Score: Raw -554350.092084 + Penalty 2878.090615 = -551472.001469
  nChanged 3
		SP:Iteration 48Q (165022.640000 sec): 3 clusters
  Score: Raw -554350.632900 + Penalty 2878.090615 = -551472.542285
  nChanged 1
		SP:Iteration 49Q (165022.840000 sec): 3 clusters
  Score: Raw -554350.727964 + Penalty 2878.090615 = -551472.637349
  nChanged 0
		SP:Iteration 50F (165023.060000 sec): 3 clusters
  Score: Raw -554350.727964 + Penalty 2878.090615 = -551472.637349
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 15 (7655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165023.190000 sec): 2 clusters
  Score: Raw -684645.190218 + Penalty 1453.256075 = -683191.934143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165023.430000 sec): 3 clusters
  Score: Raw -680415.596070 + Penalty 2906.512150 = -677509.083920
  nChanged 3201
		SP:Iteration 1F (165023.680000 sec): 3 clusters
  Score: Raw -682147.271067 + Penalty 2906.512150 = -679240.758917
  nChanged 494
		SP:Iteration 2F (165023.900000 sec): 3 clusters
  Score: Raw -682364.966994 + Penalty 2906.512150 = -679458.454844
  nChanged 382
		SP:Iteration 3Q (165024.110000 sec): 3 clusters
  Score: Raw -682492.724514 + Penalty 2906.512150 = -679586.212364
  nChanged 264
		SP:Iteration 4Q (165024.260000 sec): 3 clusters
  Score: Raw -682575.470441 + Penalty 2906.512150 = -679668.958291
  nChanged 229
		SP:Iteration 5Q (165024.510000 sec): 3 clusters
  Score: Raw -682652.860527 + Penalty 2906.512150 = -679746.348377
  nChanged 222
		SP:Iteration 6Q (165024.720000 sec): 3 clusters
  Score: Raw -682728.052358 + Penalty 2906.512150 = -679821.540208
  nChanged 196
		SP:Iteration 7Q (165024.890000 sec): 3 clusters
  Score: Raw -682793.501379 + Penalty 2906.512150 = -679886.989229
  nChanged 188
		SP:Iteration 8Q (165025.060000 sec): 3 clusters
  Score: Raw -682872.636693 + Penalty 2906.512150 = -679966.124543
  nChanged 185
		SP:Iteration 9Q (165025.260000 sec): 3 clusters
  Score: Raw -682944.680052 + Penalty 2906.512150 = -680038.167902
  nChanged 188
		SP:Iteration 10Q (165025.490000 sec): 3 clusters
  Score: Raw -683017.656158 + Penalty 2906.512150 = -680111.144008
  nChanged 193
		SP:Iteration 11Q (165025.660000 sec): 3 clusters
  Score: Raw -683101.108196 + Penalty 2906.512150 = -680194.596046
  nChanged 215
		SP:Iteration 12Q (165025.850000 sec): 3 clusters
  Score: Raw -683200.359193 + Penalty 2906.512150 = -680293.847043
  nChanged 220
		SP:Iteration 13Q (165026.100000 sec): 3 clusters
  Score: Raw -683308.230481 + Penalty 2906.512150 = -680401.718331
  nChanged 230
		SP:Iteration 14Q (165026.300000 sec): 3 clusters
  Score: Raw -683433.430109 + Penalty 2906.512150 = -680526.917959
  nChanged 212
		SP:Iteration 15Q (165026.540000 sec): 3 clusters
  Score: Raw -683550.697216 + Penalty 2906.512150 = -680644.185066
  nChanged 226
		SP:Iteration 16Q (165026.770000 sec): 3 clusters
  Score: Raw -683694.117084 + Penalty 2906.512150 = -680787.604934
  nChanged 218
		SP:Iteration 17Q (165027.000000 sec): 3 clusters
  Score: Raw -683818.806571 + Penalty 2906.512150 = -680912.294421
  nChanged 219
		SP:Iteration 18Q (165027.230000 sec): 3 clusters
  Score: Raw -683945.465092 + Penalty 2906.512150 = -681038.952942
  nChanged 215
		SP:Iteration 19Q (165027.430000 sec): 3 clusters
  Score: Raw -684080.627986 + Penalty 2906.512150 = -681174.115836
  nChanged 221
		SP:Iteration 20F (165027.650000 sec): 3 clusters
  Score: Raw -684211.609532 + Penalty 2906.512150 = -681305.097382
  nChanged 186
		SP:Iteration 21Q (165027.840000 sec): 3 clusters
  Score: Raw -684320.745803 + Penalty 2906.512150 = -681414.233653
  nChanged 160
		SP:Iteration 22Q (165028.040000 sec): 3 clusters
  Score: Raw -684417.205530 + Penalty 2906.512150 = -681510.693380
  nChanged 125
		SP:Iteration 23Q (165028.260000 sec): 3 clusters
  Score: Raw -684500.485933 + Penalty 2906.512150 = -681593.973783
  nChanged 118
		SP:Iteration 24Q (165028.440000 sec): 3 clusters
  Score: Raw -684581.364977 + Penalty 2906.512150 = -681674.852827
  nChanged 100
		SP:Iteration 25Q (165028.620000 sec): 3 clusters
  Score: Raw -684652.619974 + Penalty 2906.512150 = -681746.107824
  nChanged 86
		SP:Iteration 26Q (165028.820000 sec): 3 clusters
  Score: Raw -684713.811049 + Penalty 2906.512150 = -681807.298899
  nChanged 56
		SP:Iteration 27Q (165029.030000 sec): 3 clusters
  Score: Raw -684752.127904 + Penalty 2906.512150 = -681845.615754
  nChanged 43
		SP:Iteration 28Q (165029.220000 sec): 3 clusters
  Score: Raw -684779.742818 + Penalty 2906.512150 = -681873.230668
  nChanged 29
		SP:Iteration 29Q (165029.430000 sec): 3 clusters
  Score: Raw -684797.871481 + Penalty 2906.512150 = -681891.359331
  nChanged 17
		SP:Iteration 30Q (165029.620000 sec): 3 clusters
  Score: Raw -684809.128368 + Penalty 2906.512150 = -681902.616218
  nChanged 17
		SP:Iteration 31Q (165029.810000 sec): 3 clusters
  Score: Raw -684821.383203 + Penalty 2906.512150 = -681914.871053
  nChanged 13
		SP:Iteration 32Q (165030.000000 sec): 3 clusters
  Score: Raw -684830.406024 + Penalty 2906.512150 = -681923.893874
  nChanged 13
		SP:Iteration 33Q (165030.210000 sec): 3 clusters
  Score: Raw -684835.616783 + Penalty 2906.512150 = -681929.104632
  nChanged 3
		SP:Iteration 34Q (165030.420000 sec): 3 clusters
  Score: Raw -684836.665708 + Penalty 2906.512150 = -681930.153558
  nChanged 1
		SP:Iteration 35Q (165030.660000 sec): 3 clusters
  Score: Raw -684837.387678 + Penalty 2906.512150 = -681930.875528
  nChanged 3
		SP:Iteration 36Q (165030.880000 sec): 3 clusters
  Score: Raw -684839.136154 + Penalty 2906.512150 = -681932.624003
  nChanged 2
		SP:Iteration 37Q (165031.120000 sec): 3 clusters
  Score: Raw -684839.917595 + Penalty 2906.512150 = -681933.405445
  nChanged 3
		SP:Iteration 38Q (165031.330000 sec): 3 clusters
  Score: Raw -684841.433966 + Penalty 2906.512150 = -681934.921816
  nChanged 3
		SP:Iteration 39Q (165031.560000 sec): 3 clusters
  Score: Raw -684843.062154 + Penalty 2906.512150 = -681936.550004
  nChanged 2
		SP:Iteration 40F (165031.760000 sec): 3 clusters
  Score: Raw -684844.805108 + Penalty 2906.512150 = -681938.292958
  nChanged 2
		SP:Iteration 41Q (165031.990000 sec): 3 clusters
  Score: Raw -684847.232449 + Penalty 2906.512150 = -681940.720299
  nChanged 6
		SP:Iteration 42Q (165032.200000 sec): 3 clusters
  Score: Raw -684854.283030 + Penalty 2906.512150 = -681947.770880
  nChanged 7
		SP:Iteration 43Q (165032.400000 sec): 3 clusters
  Score: Raw -684862.060566 + Penalty 2906.512150 = -681955.548416
  nChanged 13
		SP:Iteration 44Q (165032.630000 sec): 3 clusters
  Score: Raw -684868.597314 + Penalty 2906.512150 = -681962.085163
  nChanged 9
		SP:Iteration 45Q (165032.860000 sec): 3 clusters
  Score: Raw -684873.478082 + Penalty 2906.512150 = -681966.965931
  nChanged 4
		SP:Iteration 46Q (165033.090000 sec): 3 clusters
  Score: Raw -684876.878790 + Penalty 2906.512150 = -681970.366640
  nChanged 3
		SP:Iteration 47Q (165033.320000 sec): 3 clusters
  Score: Raw -684879.671866 + Penalty 2906.512150 = -681973.159716
  nChanged 5
		SP:Iteration 48Q (165033.550000 sec): 3 clusters
  Score: Raw -684882.761086 + Penalty 2906.512150 = -681976.248936
  nChanged 2
		SP:Iteration 49Q (165033.760000 sec): 3 clusters
  Score: Raw -684883.634770 + Penalty 2906.512150 = -681977.122620
  nChanged 1
		SP:Iteration 50Q (165033.980000 sec): 3 clusters
  Score: Raw -684883.885285 + Penalty 2906.512150 = -681977.373135
  nChanged 0
		SP:Iteration 51F (165034.220000 sec): 3 clusters
  Score: Raw -684883.885285 + Penalty 2906.512150 = -681977.373135
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 16 (181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165034.380000 sec): 2 clusters
  Score: Raw -12203.483227 + Penalty 844.755768 = -11358.727459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165034.570000 sec): 3 clusters
  Score: Raw -12322.439992 + Penalty 1689.511535 = -10632.928457
  nChanged 19
		SP:Iteration 1F (165034.750000 sec): 3 clusters
  Score: Raw -12413.058715 + Penalty 1689.511535 = -10723.547180
  nChanged 8
		SP:Iteration 2Q (165034.910000 sec): 3 clusters
  Score: Raw -12441.933155 + Penalty 1689.511535 = -10752.421620
  nChanged 0
		SP:Iteration 3F (165035.140000 sec): 3 clusters
  Score: Raw -12441.933155 + Penalty 1689.511535 = -10752.421620
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 17 (11134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165035.270000 sec): 2 clusters
  Score: Raw -938456.395669 + Penalty 1514.135800 = -936942.259869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165035.520000 sec): 3 clusters
  Score: Raw -932075.905947 + Penalty 3028.271600 = -929047.634347
  nChanged 4878
		SP:Iteration 1F (165035.770000 sec): 3 clusters
  Score: Raw -934821.219035 + Penalty 3028.271600 = -931792.947435
  nChanged 673
		SP:Iteration 2F (165036.030000 sec): 3 clusters
  Score: Raw -935128.498536 + Penalty 3028.271600 = -932100.226936
  nChanged 599
		SP:Iteration 3F (165036.220000 sec): 3 clusters
  Score: Raw -935380.776161 + Penalty 3028.271600 = -932352.504562
  nChanged 541
		SP:Iteration 4Q (165036.470000 sec): 3 clusters
  Score: Raw -935644.642764 + Penalty 3028.271600 = -932616.371164
  nChanged 572
		SP:Iteration 5F (165036.690000 sec): 3 clusters
  Score: Raw -935941.716591 + Penalty 3028.271600 = -932913.444992
  nChanged 582
		SP:Iteration 6F (165036.970000 sec): 3 clusters
  Score: Raw -936265.288962 + Penalty 3028.271600 = -933237.017363
  nChanged 550
		SP:Iteration 7Q (165037.270000 sec): 3 clusters
  Score: Raw -936543.626015 + Penalty 3028.271600 = -933515.354415
  nChanged 480
		SP:Iteration 8Q (165037.520000 sec): 3 clusters
  Score: Raw -936777.734543 + Penalty 3028.271600 = -933749.462943
  nChanged 406
		SP:Iteration 9Q (165037.730000 sec): 3 clusters
  Score: Raw -936987.137909 + Penalty 3028.271600 = -933958.866309
  nChanged 400
		SP:Iteration 10Q (165037.970000 sec): 3 clusters
  Score: Raw -937181.413154 + Penalty 3028.271600 = -934153.141554
  nChanged 366
		SP:Iteration 11Q (165038.240000 sec): 3 clusters
  Score: Raw -937366.858453 + Penalty 3028.271600 = -934338.586853
  nChanged 340
		SP:Iteration 12Q (165038.460000 sec): 3 clusters
  Score: Raw -937549.232214 + Penalty 3028.271600 = -934520.960614
  nChanged 292
		SP:Iteration 13Q (165038.710000 sec): 3 clusters
  Score: Raw -937692.643341 + Penalty 3028.271600 = -934664.371741
  nChanged 258
		SP:Iteration 14Q (165038.960000 sec): 3 clusters
  Score: Raw -937807.098197 + Penalty 3028.271600 = -934778.826598
  nChanged 210
		SP:Iteration 15Q (165039.170000 sec): 3 clusters
  Score: Raw -937890.924539 + Penalty 3028.271600 = -934862.652939
  nChanged 191
		SP:Iteration 16Q (165039.420000 sec): 3 clusters
  Score: Raw -937971.914543 + Penalty 3028.271600 = -934943.642943
  nChanged 174
		SP:Iteration 17Q (165039.650000 sec): 3 clusters
  Score: Raw -938050.421789 + Penalty 3028.271600 = -935022.150189
  nChanged 159
		SP:Iteration 18Q (165039.900000 sec): 3 clusters
  Score: Raw -938109.118013 + Penalty 3028.271600 = -935080.846413
  nChanged 130
		SP:Iteration 19Q (165040.130000 sec): 3 clusters
  Score: Raw -938168.454304 + Penalty 3028.271600 = -935140.182705
  nChanged 142
		SP:Iteration 20F (165040.360000 sec): 3 clusters
  Score: Raw -938237.225444 + Penalty 3028.271600 = -935208.953844
  nChanged 133
		SP:Iteration 21Q (165040.590000 sec): 3 clusters
  Score: Raw -938306.595439 + Penalty 3028.271600 = -935278.323839
  nChanged 110
		SP:Iteration 22Q (165040.820000 sec): 3 clusters
  Score: Raw -938359.954619 + Penalty 3028.271600 = -935331.683019
  nChanged 101
		SP:Iteration 23Q (165041.100000 sec): 3 clusters
  Score: Raw -938412.706475 + Penalty 3028.271600 = -935384.434875
  nChanged 94
		SP:Iteration 24Q (165041.320000 sec): 3 clusters
  Score: Raw -938466.567870 + Penalty 3028.271600 = -935438.296271
  nChanged 84
		SP:Iteration 25Q (165041.570000 sec): 3 clusters
  Score: Raw -938510.876444 + Penalty 3028.271600 = -935482.604844
  nChanged 60
		SP:Iteration 26Q (165041.800000 sec): 3 clusters
  Score: Raw -938541.515480 + Penalty 3028.271600 = -935513.243880
  nChanged 44
		SP:Iteration 27Q (165042.040000 sec): 3 clusters
  Score: Raw -938565.008355 + Penalty 3028.271600 = -935536.736755
  nChanged 41
		SP:Iteration 28Q (165042.310000 sec): 3 clusters
  Score: Raw -938584.965926 + Penalty 3028.271600 = -935556.694326
  nChanged 23
		SP:Iteration 29Q (165042.520000 sec): 3 clusters
  Score: Raw -938595.749202 + Penalty 3028.271600 = -935567.477602
  nChanged 20
		SP:Iteration 30Q (165042.790000 sec): 3 clusters
  Score: Raw -938607.425040 + Penalty 3028.271600 = -935579.153440
  nChanged 21
		SP:Iteration 31Q (165042.990000 sec): 3 clusters
  Score: Raw -938619.611783 + Penalty 3028.271600 = -935591.340184
  nChanged 21
		SP:Iteration 32Q (165043.270000 sec): 3 clusters
  Score: Raw -938631.512793 + Penalty 3028.271600 = -935603.241193
  nChanged 23
		SP:Iteration 33Q (165043.440000 sec): 3 clusters
  Score: Raw -938643.483492 + Penalty 3028.271600 = -935615.211893
  nChanged 14
		SP:Iteration 34Q (165043.680000 sec): 3 clusters
  Score: Raw -938651.946889 + Penalty 3028.271600 = -935623.675289
  nChanged 15
		SP:Iteration 35Q (165043.930000 sec): 3 clusters
  Score: Raw -938662.068169 + Penalty 3028.271600 = -935633.796569
  nChanged 13
		SP:Iteration 36Q (165044.160000 sec): 3 clusters
  Score: Raw -938672.030661 + Penalty 3028.271600 = -935643.759061
  nChanged 14
		SP:Iteration 37Q (165044.400000 sec): 3 clusters
  Score: Raw -938679.314230 + Penalty 3028.271600 = -935651.042630
  nChanged 11
		SP:Iteration 38Q (165044.610000 sec): 3 clusters
  Score: Raw -938684.740286 + Penalty 3028.271600 = -935656.468687
  nChanged 6
		SP:Iteration 39Q (165044.790000 sec): 3 clusters
  Score: Raw -938689.215971 + Penalty 3028.271600 = -935660.944371
  nChanged 9
		SP:Iteration 40F (165045.070000 sec): 3 clusters
  Score: Raw -938694.588780 + Penalty 3028.271600 = -935666.317180
  nChanged 8
		SP:Iteration 41Q (165045.270000 sec): 3 clusters
  Score: Raw -938700.172234 + Penalty 3028.271600 = -935671.900634
  nChanged 8
		SP:Iteration 42Q (165045.520000 sec): 3 clusters
  Score: Raw -938704.577535 + Penalty 3028.271600 = -935676.305935
  nChanged 5
		SP:Iteration 43Q (165045.750000 sec): 3 clusters
  Score: Raw -938707.624671 + Penalty 3028.271600 = -935679.353072
  nChanged 4
		SP:Iteration 44Q (165045.960000 sec): 3 clusters
  Score: Raw -938709.312424 + Penalty 3028.271600 = -935681.040825
  nChanged 0
		SP:Iteration 45F (165046.220000 sec): 3 clusters
  Score: Raw -938709.312424 + Penalty 3028.271600 = -935681.040825
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 18 (8818 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165046.410000 sec): 2 clusters
  Score: Raw -683313.252128 + Penalty 1476.239434 = -681837.012693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165046.680000 sec): 3 clusters
  Score: Raw -678340.704970 + Penalty 2952.478869 = -675388.226101
  nChanged 3812
		SP:Iteration 1F (165046.850000 sec): 3 clusters
  Score: Raw -680596.087853 + Penalty 2952.478869 = -677643.608985
  nChanged 597
		SP:Iteration 2F (165047.110000 sec): 3 clusters
  Score: Raw -680927.239122 + Penalty 2952.478869 = -677974.760253
  nChanged 459
		SP:Iteration 3F (165047.340000 sec): 3 clusters
  Score: Raw -681172.915982 + Penalty 2952.478869 = -678220.437114
  nChanged 424
		SP:Iteration 4Q (165047.580000 sec): 3 clusters
  Score: Raw -681390.797305 + Penalty 2952.478869 = -678438.318436
  nChanged 387
		SP:Iteration 5Q (165047.820000 sec): 3 clusters
  Score: Raw -681568.312151 + Penalty 2952.478869 = -678615.833282
  nChanged 382
		SP:Iteration 6Q (165048.040000 sec): 3 clusters
  Score: Raw -681738.994952 + Penalty 2952.478869 = -678786.516083
  nChanged 330
		SP:Iteration 7Q (165048.280000 sec): 3 clusters
  Score: Raw -681898.336139 + Penalty 2952.478869 = -678945.857270
  nChanged 321
		SP:Iteration 8Q (165048.470000 sec): 3 clusters
  Score: Raw -682051.001898 + Penalty 2952.478869 = -679098.523029
  nChanged 279
		SP:Iteration 9Q (165048.690000 sec): 3 clusters
  Score: Raw -682173.987372 + Penalty 2952.478869 = -679221.508503
  nChanged 240
		SP:Iteration 10Q (165048.870000 sec): 3 clusters
  Score: Raw -682269.896476 + Penalty 2952.478869 = -679317.417608
  nChanged 221
		SP:Iteration 11Q (165049.110000 sec): 3 clusters
  Score: Raw -682352.508144 + Penalty 2952.478869 = -679400.029276
  nChanged 188
		SP:Iteration 12Q (165049.350000 sec): 3 clusters
  Score: Raw -682423.873394 + Penalty 2952.478869 = -679471.394525
  nChanged 183
		SP:Iteration 13Q (165049.610000 sec): 3 clusters
  Score: Raw -682486.941172 + Penalty 2952.478869 = -679534.462303
  nChanged 155
		SP:Iteration 14Q (165049.830000 sec): 3 clusters
  Score: Raw -682537.721683 + Penalty 2952.478869 = -679585.242814
  nChanged 155
		SP:Iteration 15Q (165050.030000 sec): 3 clusters
  Score: Raw -682594.502584 + Penalty 2952.478869 = -679642.023715
  nChanged 157
		SP:Iteration 16Q (165050.230000 sec): 3 clusters
  Score: Raw -682655.425025 + Penalty 2952.478869 = -679702.946156
  nChanged 145
		SP:Iteration 17Q (165050.440000 sec): 3 clusters
  Score: Raw -682709.359041 + Penalty 2952.478869 = -679756.880173
  nChanged 141
		SP:Iteration 18Q (165050.670000 sec): 3 clusters
  Score: Raw -682757.219209 + Penalty 2952.478869 = -679804.740340
  nChanged 116
		SP:Iteration 19Q (165050.860000 sec): 3 clusters
  Score: Raw -682797.716937 + Penalty 2952.478869 = -679845.238068
  nChanged 119
		SP:Iteration 20F (165051.070000 sec): 3 clusters
  Score: Raw -682839.547786 + Penalty 2952.478869 = -679887.068917
  nChanged 126
		SP:Iteration 21Q (165051.290000 sec): 3 clusters
  Score: Raw -682882.424988 + Penalty 2952.478869 = -679929.946120
  nChanged 115
		SP:Iteration 22Q (165051.520000 sec): 3 clusters
  Score: Raw -682926.312697 + Penalty 2952.478869 = -679973.833828
  nChanged 116
		SP:Iteration 23Q (165051.710000 sec): 3 clusters
  Score: Raw -682966.017359 + Penalty 2952.478869 = -680013.538490
  nChanged 114
		SP:Iteration 24Q (165051.870000 sec): 3 clusters
  Score: Raw -683000.714793 + Penalty 2952.478869 = -680048.235924
  nChanged 84
		SP:Iteration 25Q (165052.050000 sec): 3 clusters
  Score: Raw -683021.084935 + Penalty 2952.478869 = -680068.606067
  nChanged 61
		SP:Iteration 26Q (165052.240000 sec): 3 clusters
  Score: Raw -683035.549705 + Penalty 2952.478869 = -680083.070836
  nChanged 60
		SP:Iteration 27Q (165052.480000 sec): 3 clusters
  Score: Raw -683050.300303 + Penalty 2952.478869 = -680097.821434
  nChanged 58
		SP:Iteration 28Q (165052.670000 sec): 3 clusters
  Score: Raw -683063.254214 + Penalty 2952.478869 = -680110.775345
  nChanged 44
		SP:Iteration 29Q (165052.860000 sec): 3 clusters
  Score: Raw -683072.653052 + Penalty 2952.478869 = -680120.174183
  nChanged 41
		SP:Iteration 30Q (165053.070000 sec): 3 clusters
  Score: Raw -683080.854132 + Penalty 2952.478869 = -680128.375263
  nChanged 32
		SP:Iteration 31Q (165053.250000 sec): 3 clusters
  Score: Raw -683086.310212 + Penalty 2952.478869 = -680133.831343
  nChanged 27
		SP:Iteration 32Q (165053.490000 sec): 3 clusters
  Score: Raw -683091.705272 + Penalty 2952.478869 = -680139.226403
  nChanged 33
		SP:Iteration 33Q (165053.710000 sec): 3 clusters
  Score: Raw -683100.056010 + Penalty 2952.478869 = -680147.577141
  nChanged 24
		SP:Iteration 34Q (165053.890000 sec): 3 clusters
  Score: Raw -683104.556427 + Penalty 2952.478869 = -680152.077558
  nChanged 25
		SP:Iteration 35Q (165054.140000 sec): 3 clusters
  Score: Raw -683108.789773 + Penalty 2952.478869 = -680156.310904
  nChanged 18
		SP:Iteration 36Q (165054.350000 sec): 3 clusters
  Score: Raw -683111.251834 + Penalty 2952.478869 = -680158.772965
  nChanged 12
		SP:Iteration 37Q (165054.550000 sec): 3 clusters
  Score: Raw -683112.809230 + Penalty 2952.478869 = -680160.330362
  nChanged 10
		SP:Iteration 38Q (165054.790000 sec): 3 clusters
  Score: Raw -683114.587094 + Penalty 2952.478869 = -680162.108225
  nChanged 12
		SP:Iteration 39Q (165055.030000 sec): 3 clusters
  Score: Raw -683116.419275 + Penalty 2952.478869 = -680163.940406
  nChanged 9
		SP:Iteration 40F (165055.250000 sec): 3 clusters
  Score: Raw -683118.218881 + Penalty 2952.478869 = -680165.740012
  nChanged 12
		SP:Iteration 41Q (165055.440000 sec): 3 clusters
  Score: Raw -683119.887843 + Penalty 2952.478869 = -680167.408974
  nChanged 12
		SP:Iteration 42Q (165055.670000 sec): 3 clusters
  Score: Raw -683121.757831 + Penalty 2952.478869 = -680169.278962
  nChanged 7
		SP:Iteration 43Q (165055.900000 sec): 3 clusters
  Score: Raw -683122.452654 + Penalty 2952.478869 = -680169.973785
  nChanged 6
		SP:Iteration 44Q (165056.090000 sec): 3 clusters
  Score: Raw -683123.230238 + Penalty 2952.478869 = -680170.751369
  nChanged 10
		SP:Iteration 45Q (165056.280000 sec): 3 clusters
  Score: Raw -683124.539391 + Penalty 2952.478869 = -680172.060522
  nChanged 6
		SP:Iteration 46Q (165056.430000 sec): 3 clusters
  Score: Raw -683125.187752 + Penalty 2952.478869 = -680172.708883
  nChanged 4
		SP:Iteration 47Q (165056.640000 sec): 3 clusters
  Score: Raw -683125.651833 + Penalty 2952.478869 = -680173.172964
  nChanged 6
		SP:Iteration 48Q (165056.890000 sec): 3 clusters
  Score: Raw -683126.422696 + Penalty 2952.478869 = -680173.943827
  nChanged 7
		SP:Iteration 49Q (165057.090000 sec): 3 clusters
  Score: Raw -683127.703239 + Penalty 2952.478869 = -680175.224370
  nChanged 9
		SP:Iteration 50Q (165057.290000 sec): 3 clusters
  Score: Raw -683128.561775 + Penalty 2952.478869 = -680176.082906
  nChanged 6
		SP:Iteration 51Q (165057.510000 sec): 3 clusters
  Score: Raw -683129.168253 + Penalty 2952.478869 = -680176.689385
  nChanged 7
		SP:Iteration 52Q (165057.770000 sec): 3 clusters
  Score: Raw -683130.039762 + Penalty 2952.478869 = -680177.560893
  nChanged 9
		SP:Iteration 53Q (165058.030000 sec): 3 clusters
  Score: Raw -683131.089453 + Penalty 2952.478869 = -680178.610584
  nChanged 8
		SP:Iteration 54Q (165058.270000 sec): 3 clusters
  Score: Raw -683132.339317 + Penalty 2952.478869 = -680179.860448
  nChanged 11
		SP:Iteration 55Q (165058.450000 sec): 3 clusters
  Score: Raw -683134.099246 + Penalty 2952.478869 = -680181.620377
  nChanged 10
		SP:Iteration 56Q (165058.700000 sec): 3 clusters
  Score: Raw -683135.341010 + Penalty 2952.478869 = -680182.862142
  nChanged 8
		SP:Iteration 57Q (165058.950000 sec): 3 clusters
  Score: Raw -683136.211470 + Penalty 2952.478869 = -680183.732601
  nChanged 9
		SP:Iteration 58Q (165059.260000 sec): 3 clusters
  Score: Raw -683137.267386 + Penalty 2952.478869 = -680184.788517
  nChanged 5
		SP:Iteration 59Q (165059.480000 sec): 3 clusters
  Score: Raw -683137.902576 + Penalty 2952.478869 = -680185.423708
  nChanged 3
		SP:Iteration 60F (165059.780000 sec): 3 clusters
  Score: Raw -683138.389153 + Penalty 2952.478869 = -680185.910284
  nChanged 2
		SP:Iteration 61Q (165059.970000 sec): 3 clusters
  Score: Raw -683138.654827 + Penalty 2952.478869 = -680186.175958
  nChanged 1
		SP:Iteration 62Q (165060.250000 sec): 3 clusters
  Score: Raw -683138.772915 + Penalty 2952.478869 = -680186.294046
  nChanged 1
		SP:Iteration 63Q (165060.520000 sec): 3 clusters
  Score: Raw -683138.918746 + Penalty 2952.478869 = -680186.439877
  nChanged 1
		SP:Iteration 64Q (165060.770000 sec): 3 clusters
  Score: Raw -683139.144065 + Penalty 2952.478869 = -680186.665196
  nChanged 1
		SP:Iteration 65Q (165061.010000 sec): 3 clusters
  Score: Raw -683139.363674 + Penalty 2952.478869 = -680186.884806
  nChanged 2
		SP:Iteration 66Q (165061.220000 sec): 3 clusters
  Score: Raw -683139.590649 + Penalty 2952.478869 = -680187.111780
  nChanged 0
		SP:Iteration 67F (165061.450000 sec): 3 clusters
  Score: Raw -683139.590649 + Penalty 2952.478869 = -680187.111780
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 19 (172739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165062.320000 sec): 2 clusters
  Score: Raw -14921798.835172 + Penalty 1959.674773 = -14919839.160399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165063.320000 sec): 3 clusters
  Score: Raw -14807872.567667 + Penalty 3919.349546 = -14803953.218122
  nChanged 83536
		SP:Iteration 1F (165064.320000 sec): 3 clusters
  Score: Raw -14857343.453904 + Penalty 3919.349546 = -14853424.104359
  nChanged 5136
		SP:Iteration 2Q (165065.370000 sec): 3 clusters
  Score: Raw -14858531.760949 + Penalty 3919.349546 = -14854612.411403
  nChanged 5975
		SP:Iteration 3Q (165066.430000 sec): 3 clusters
  Score: Raw -14860184.584253 + Penalty 3919.349546 = -14856265.234707
  nChanged 7217
		SP:Iteration 4Q (165067.400000 sec): 3 clusters
  Score: Raw -14862686.568496 + Penalty 3919.349546 = -14858767.218950
  nChanged 8826
		SP:Iteration 5F (165068.280000 sec): 3 clusters
  Score: Raw -14866601.088059 + Penalty 3919.349546 = -14862681.738513
  nChanged 10840
		SP:Iteration 6F (165069.150000 sec): 3 clusters
  Score: Raw -14872845.210116 + Penalty 3919.349546 = -14868925.860571
  nChanged 12958
		SP:Iteration 7F (165070.050000 sec): 3 clusters
  Score: Raw -14882085.980502 + Penalty 3919.349546 = -14878166.630956
  nChanged 13626
		SP:Iteration 8F (165070.940000 sec): 3 clusters
  Score: Raw -14893491.255962 + Penalty 3919.349546 = -14889571.906416
  nChanged 12535
		SP:Iteration 9F (165071.760000 sec): 3 clusters
  Score: Raw -14904938.112349 + Penalty 3919.349546 = -14901018.762803
  nChanged 9192
		SP:Iteration 10F (165072.490000 sec): 3 clusters
  Score: Raw -14913487.137070 + Penalty 3919.349546 = -14909567.787524
  nChanged 5363
		SP:Iteration 11Q (165073.370000 sec): 3 clusters
  Score: Raw -14918331.348659 + Penalty 3919.349546 = -14914411.999113
  nChanged 2513
		SP:Iteration 12Q (165074.130000 sec): 3 clusters
  Score: Raw -14920489.913077 + Penalty 3919.349546 = -14916570.563531
  nChanged 1077
		SP:Iteration 13Q (165074.960000 sec): 3 clusters
  Score: Raw -14921372.627269 + Penalty 3919.349546 = -14917453.277723
  nChanged 422
		SP:Iteration 14Q (165075.760000 sec): 3 clusters
  Score: Raw -14921715.543904 + Penalty 3919.349546 = -14917796.194359
  nChanged 173
		SP:Iteration 15Q (165076.590000 sec): 3 clusters
  Score: Raw -14921856.531195 + Penalty 3919.349546 = -14917937.181649
  nChanged 90
		SP:Iteration 16Q (165077.300000 sec): 3 clusters
  Score: Raw -14921930.756740 + Penalty 3919.349546 = -14918011.407195
  nChanged 54
		SP:Iteration 17Q (165078.050000 sec): 3 clusters
  Score: Raw -14921981.286704 + Penalty 3919.349546 = -14918061.937158
  nChanged 30
		SP:Iteration 18Q (165078.810000 sec): 3 clusters
  Score: Raw -14922005.242727 + Penalty 3919.349546 = -14918085.893182
  nChanged 24
		SP:Iteration 19Q (165079.540000 sec): 3 clusters
  Score: Raw -14922025.157051 + Penalty 3919.349546 = -14918105.807505
  nChanged 19
		SP:Iteration 20F (165080.390000 sec): 3 clusters
  Score: Raw -14922038.237953 + Penalty 3919.349546 = -14918118.888408
  nChanged 14
		SP:Iteration 21Q (165081.190000 sec): 3 clusters
  Score: Raw -14922047.349061 + Penalty 3919.349546 = -14918127.999516
  nChanged 9
		SP:Iteration 22Q (165081.970000 sec): 3 clusters
  Score: Raw -14922055.576533 + Penalty 3919.349546 = -14918136.226988
  nChanged 5
		SP:Iteration 23Q (165082.780000 sec): 3 clusters
  Score: Raw -14922061.293911 + Penalty 3919.349546 = -14918141.944366
  nChanged 9
		SP:Iteration 24Q (165083.690000 sec): 3 clusters
  Score: Raw -14922069.142812 + Penalty 3919.349546 = -14918149.793266
  nChanged 3
		SP:Iteration 25Q (165084.520000 sec): 3 clusters
  Score: Raw -14922073.008684 + Penalty 3919.349546 = -14918153.659138
  nChanged 2
		SP:Iteration 26Q (165085.360000 sec): 3 clusters
  Score: Raw -14922074.076231 + Penalty 3919.349546 = -14918154.726685
  nChanged 2
		SP:Iteration 27Q (165086.200000 sec): 3 clusters
  Score: Raw -14922075.520763 + Penalty 3919.349546 = -14918156.171217
  nChanged 1
		SP:Iteration 28Q (165086.980000 sec): 3 clusters
  Score: Raw -14922076.465829 + Penalty 3919.349546 = -14918157.116283
  nChanged 2
		SP:Iteration 29Q (165087.750000 sec): 3 clusters
  Score: Raw -14922077.403507 + Penalty 3919.349546 = -14918158.053961
  nChanged 1
		SP:Iteration 30Q (165088.530000 sec): 3 clusters
  Score: Raw -14922078.262737 + Penalty 3919.349546 = -14918158.913191
  nChanged 1
		SP:Iteration 31Q (165089.340000 sec): 3 clusters
  Score: Raw -14922079.331170 + Penalty 3919.349546 = -14918159.981625
  nChanged 0
		SP:Iteration 32F (165090.150000 sec): 3 clusters
  Score: Raw -14922079.331170 + Penalty 3919.349546 = -14918159.981625
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 20 (15342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165090.350000 sec): 2 clusters
  Score: Raw -1320965.042397 + Penalty 1566.231785 = -1319398.810613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165090.600000 sec): 3 clusters
  Score: Raw -1311819.561243 + Penalty 3132.463569 = -1308687.097674
  nChanged 6899
		SP:Iteration 1F (165090.820000 sec): 3 clusters
  Score: Raw -1315409.746070 + Penalty 3132.463569 = -1312277.282501
  nChanged 776
		SP:Iteration 2F (165091.040000 sec): 3 clusters
  Score: Raw -1315672.767001 + Penalty 3132.463569 = -1312540.303432
  nChanged 706
		SP:Iteration 3Q (165091.320000 sec): 3 clusters
  Score: Raw -1315906.951863 + Penalty 3132.463569 = -1312774.488294
  nChanged 626
		SP:Iteration 4Q (165091.570000 sec): 3 clusters
  Score: Raw -1316104.806724 + Penalty 3132.463569 = -1312972.343154
  nChanged 562
		SP:Iteration 5Q (165091.840000 sec): 3 clusters
  Score: Raw -1316297.724024 + Penalty 3132.463569 = -1313165.260454
  nChanged 602
		SP:Iteration 6Q (165092.060000 sec): 3 clusters
  Score: Raw -1316534.167497 + Penalty 3132.463569 = -1313401.703928
  nChanged 656
		SP:Iteration 7Q (165092.340000 sec): 3 clusters
  Score: Raw -1316867.793375 + Penalty 3132.463569 = -1313735.329806
  nChanged 786
		SP:Iteration 8F (165092.560000 sec): 3 clusters
  Score: Raw -1317294.265979 + Penalty 3132.463569 = -1314161.802410
  nChanged 794
		SP:Iteration 9F (165092.860000 sec): 3 clusters
  Score: Raw -1317699.758054 + Penalty 3132.463569 = -1314567.294484
  nChanged 791
		SP:Iteration 10F (165093.110000 sec): 3 clusters
  Score: Raw -1318102.827314 + Penalty 3132.463569 = -1314970.363745
  nChanged 733
		SP:Iteration 11Q (165093.330000 sec): 3 clusters
  Score: Raw -1318457.758205 + Penalty 3132.463569 = -1315325.294636
  nChanged 642
		SP:Iteration 12Q (165093.620000 sec): 3 clusters
  Score: Raw -1318771.565909 + Penalty 3132.463569 = -1315639.102340
  nChanged 556
		SP:Iteration 13Q (165093.860000 sec): 3 clusters
  Score: Raw -1319015.605513 + Penalty 3132.463569 = -1315883.141944
  nChanged 429
		SP:Iteration 14Q (165094.100000 sec): 3 clusters
  Score: Raw -1319200.945248 + Penalty 3132.463569 = -1316068.481678
  nChanged 351
		SP:Iteration 15Q (165094.330000 sec): 3 clusters
  Score: Raw -1319357.338317 + Penalty 3132.463569 = -1316224.874748
  nChanged 320
		SP:Iteration 16Q (165094.550000 sec): 3 clusters
  Score: Raw -1319528.707330 + Penalty 3132.463569 = -1316396.243761
  nChanged 328
		SP:Iteration 17Q (165094.780000 sec): 3 clusters
  Score: Raw -1319710.084410 + Penalty 3132.463569 = -1316577.620840
  nChanged 322
		SP:Iteration 18Q (165095.020000 sec): 3 clusters
  Score: Raw -1319924.531239 + Penalty 3132.463569 = -1316792.067669
  nChanged 295
		SP:Iteration 19Q (165095.290000 sec): 3 clusters
  Score: Raw -1320117.906056 + Penalty 3132.463569 = -1316985.442486
  nChanged 272
		SP:Iteration 20F (165095.550000 sec): 3 clusters
  Score: Raw -1320271.399174 + Penalty 3132.463569 = -1317138.935605
  nChanged 228
		SP:Iteration 21Q (165095.820000 sec): 3 clusters
  Score: Raw -1320385.772573 + Penalty 3132.463569 = -1317253.309004
  nChanged 185
		SP:Iteration 22Q (165096.110000 sec): 3 clusters
  Score: Raw -1320460.219929 + Penalty 3132.463569 = -1317327.756360
  nChanged 141
		SP:Iteration 23Q (165096.340000 sec): 3 clusters
  Score: Raw -1320511.397136 + Penalty 3132.463569 = -1317378.933566
  nChanged 128
		SP:Iteration 24Q (165096.610000 sec): 3 clusters
  Score: Raw -1320565.158136 + Penalty 3132.463569 = -1317432.694567
  nChanged 137
		SP:Iteration 25Q (165096.890000 sec): 3 clusters
  Score: Raw -1320619.150983 + Penalty 3132.463569 = -1317486.687413
  nChanged 135
		SP:Iteration 26Q (165097.160000 sec): 3 clusters
  Score: Raw -1320663.849978 + Penalty 3132.463569 = -1317531.386408
  nChanged 97
		SP:Iteration 27Q (165097.450000 sec): 3 clusters
  Score: Raw -1320693.415466 + Penalty 3132.463569 = -1317560.951897
  nChanged 98
		SP:Iteration 28Q (165097.690000 sec): 3 clusters
  Score: Raw -1320724.074485 + Penalty 3132.463569 = -1317591.610915
  nChanged 109
		SP:Iteration 29Q (165097.990000 sec): 3 clusters
  Score: Raw -1320763.083616 + Penalty 3132.463569 = -1317630.620046
  nChanged 104
		SP:Iteration 30Q (165098.270000 sec): 3 clusters
  Score: Raw -1320798.708260 + Penalty 3132.463569 = -1317666.244690
  nChanged 101
		SP:Iteration 31Q (165098.600000 sec): 3 clusters
  Score: Raw -1320839.849528 + Penalty 3132.463569 = -1317707.385959
  nChanged 92
		SP:Iteration 32Q (165098.850000 sec): 3 clusters
  Score: Raw -1320878.616797 + Penalty 3132.463569 = -1317746.153228
  nChanged 85
		SP:Iteration 33Q (165099.170000 sec): 3 clusters
  Score: Raw -1320908.328990 + Penalty 3132.463569 = -1317775.865421
  nChanged 73
		SP:Iteration 34Q (165099.410000 sec): 3 clusters
  Score: Raw -1320932.861910 + Penalty 3132.463569 = -1317800.398340
  nChanged 77
		SP:Iteration 35Q (165099.660000 sec): 3 clusters
  Score: Raw -1320962.554017 + Penalty 3132.463569 = -1317830.090448
  nChanged 70
		SP:Iteration 36Q (165099.930000 sec): 3 clusters
  Score: Raw -1320990.392878 + Penalty 3132.463569 = -1317857.929309
  nChanged 57
		SP:Iteration 37Q (165100.190000 sec): 3 clusters
  Score: Raw -1321013.480977 + Penalty 3132.463569 = -1317881.017407
  nChanged 56
		SP:Iteration 38Q (165100.450000 sec): 3 clusters
  Score: Raw -1321033.992973 + Penalty 3132.463569 = -1317901.529403
  nChanged 39
		SP:Iteration 39Q (165100.710000 sec): 3 clusters
  Score: Raw -1321048.893644 + Penalty 3132.463569 = -1317916.430074
  nChanged 45
		SP:Iteration 40F (165100.980000 sec): 3 clusters
  Score: Raw -1321067.256674 + Penalty 3132.463569 = -1317934.793104
  nChanged 39
		SP:Iteration 41Q (165101.250000 sec): 3 clusters
  Score: Raw -1321083.468368 + Penalty 3132.463569 = -1317951.004798
  nChanged 40
		SP:Iteration 42Q (165101.510000 sec): 3 clusters
  Score: Raw -1321099.928895 + Penalty 3132.463569 = -1317967.465326
  nChanged 31
		SP:Iteration 43Q (165101.760000 sec): 3 clusters
  Score: Raw -1321111.224255 + Penalty 3132.463569 = -1317978.760686
  nChanged 36
		SP:Iteration 44Q (165102.030000 sec): 3 clusters
  Score: Raw -1321121.580190 + Penalty 3132.463569 = -1317989.116621
  nChanged 18
		SP:Iteration 45Q (165102.290000 sec): 3 clusters
  Score: Raw -1321126.917306 + Penalty 3132.463569 = -1317994.453737
  nChanged 19
		SP:Iteration 46Q (165102.570000 sec): 3 clusters
  Score: Raw -1321132.433357 + Penalty 3132.463569 = -1317999.969787
  nChanged 19
		SP:Iteration 47Q (165102.850000 sec): 3 clusters
  Score: Raw -1321138.799426 + Penalty 3132.463569 = -1318006.335856
  nChanged 19
		SP:Iteration 48Q (165103.050000 sec): 3 clusters
  Score: Raw -1321142.963749 + Penalty 3132.463569 = -1318010.500180
  nChanged 15
		SP:Iteration 49Q (165103.330000 sec): 3 clusters
  Score: Raw -1321147.034801 + Penalty 3132.463569 = -1318014.571231
  nChanged 19
		SP:Iteration 50Q (165103.580000 sec): 3 clusters
  Score: Raw -1321152.384216 + Penalty 3132.463569 = -1318019.920646
  nChanged 20
		SP:Iteration 51Q (165103.820000 sec): 3 clusters
  Score: Raw -1321158.157433 + Penalty 3132.463569 = -1318025.693863
  nChanged 22
		SP:Iteration 52Q (165104.100000 sec): 3 clusters
  Score: Raw -1321163.939191 + Penalty 3132.463569 = -1318031.475621
  nChanged 13
		SP:Iteration 53Q (165104.380000 sec): 3 clusters
  Score: Raw -1321167.083843 + Penalty 3132.463569 = -1318034.620274
  nChanged 13
		SP:Iteration 54Q (165104.600000 sec): 3 clusters
  Score: Raw -1321169.880169 + Penalty 3132.463569 = -1318037.416600
  nChanged 6
		SP:Iteration 55Q (165104.860000 sec): 3 clusters
  Score: Raw -1321171.513534 + Penalty 3132.463569 = -1318039.049965
  nChanged 9
		SP:Iteration 56Q (165105.160000 sec): 3 clusters
  Score: Raw -1321174.744022 + Penalty 3132.463569 = -1318042.280453
  nChanged 15
		SP:Iteration 57Q (165105.370000 sec): 3 clusters
  Score: Raw -1321179.983874 + Penalty 3132.463569 = -1318047.520304
  nChanged 24
		SP:Iteration 58Q (165105.590000 sec): 3 clusters
  Score: Raw -1321186.906941 + Penalty 3132.463569 = -1318054.443371
  nChanged 19
		SP:Iteration 59Q (165105.870000 sec): 3 clusters
  Score: Raw -1321191.986353 + Penalty 3132.463569 = -1318059.522783
  nChanged 17
		SP:Iteration 60F (165106.160000 sec): 3 clusters
  Score: Raw -1321197.267790 + Penalty 3132.463569 = -1318064.804221
  nChanged 18
		SP:Iteration 61Q (165106.420000 sec): 3 clusters
  Score: Raw -1321203.825043 + Penalty 3132.463569 = -1318071.361473
  nChanged 17
		SP:Iteration 62Q (165106.640000 sec): 3 clusters
  Score: Raw -1321209.133553 + Penalty 3132.463569 = -1318076.669984
  nChanged 12
		SP:Iteration 63Q (165106.840000 sec): 3 clusters
  Score: Raw -1321212.156794 + Penalty 3132.463569 = -1318079.693224
  nChanged 13
		SP:Iteration 64Q (165107.100000 sec): 3 clusters
  Score: Raw -1321215.370631 + Penalty 3132.463569 = -1318082.907062
  nChanged 13
		SP:Iteration 65Q (165107.300000 sec): 3 clusters
  Score: Raw -1321218.506183 + Penalty 3132.463569 = -1318086.042614
  nChanged 9
		SP:Iteration 66Q (165107.520000 sec): 3 clusters
  Score: Raw -1321219.916537 + Penalty 3132.463569 = -1318087.452968
  nChanged 2
		SP:Iteration 67Q (165107.750000 sec): 3 clusters
  Score: Raw -1321220.229936 + Penalty 3132.463569 = -1318087.766367
  nChanged 1
		SP:Iteration 68Q (165108.040000 sec): 3 clusters
  Score: Raw -1321220.395701 + Penalty 3132.463569 = -1318087.932132
  nChanged 4
		SP:Iteration 69Q (165108.230000 sec): 3 clusters
  Score: Raw -1321221.041869 + Penalty 3132.463569 = -1318088.578300
  nChanged 3
		SP:Iteration 70Q (165108.500000 sec): 3 clusters
  Score: Raw -1321222.059779 + Penalty 3132.463569 = -1318089.596209
  nChanged 3
		SP:Iteration 71Q (165108.720000 sec): 3 clusters
  Score: Raw -1321222.601360 + Penalty 3132.463569 = -1318090.137791
  nChanged 2
		SP:Iteration 72Q (165108.930000 sec): 3 clusters
  Score: Raw -1321223.022374 + Penalty 3132.463569 = -1318090.558804
  nChanged 0
		SP:Iteration 73F (165109.200000 sec): 3 clusters
  Score: Raw -1321223.022374 + Penalty 3132.463569 = -1318090.558804
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 21 (4351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165109.300000 sec): 2 clusters
  Score: Raw -370615.737830 + Penalty 1361.451160 = -369254.286671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165109.540000 sec): 3 clusters
  Score: Raw -368393.292638 + Penalty 2722.902319 = -365670.390319
  nChanged 1698
		SP:Iteration 1F (165109.710000 sec): 3 clusters
  Score: Raw -369359.316685 + Penalty 2722.902319 = -366636.414366
  nChanged 297
		SP:Iteration 2F (165109.920000 sec): 3 clusters
  Score: Raw -369529.673918 + Penalty 2722.902319 = -366806.771599
  nChanged 225
		SP:Iteration 3F (165110.090000 sec): 3 clusters
  Score: Raw -369670.515559 + Penalty 2722.902319 = -366947.613239
  nChanged 197
		SP:Iteration 4Q (165110.330000 sec): 3 clusters
  Score: Raw -369798.496134 + Penalty 2722.902319 = -367075.593815
  nChanged 179
		SP:Iteration 5Q (165110.510000 sec): 3 clusters
  Score: Raw -369900.736350 + Penalty 2722.902319 = -367177.834031
  nChanged 148
		SP:Iteration 6Q (165110.700000 sec): 3 clusters
  Score: Raw -369988.545286 + Penalty 2722.902319 = -367265.642967
  nChanged 135
		SP:Iteration 7Q (165110.900000 sec): 3 clusters
  Score: Raw -370077.132551 + Penalty 2722.902319 = -367354.230232
  nChanged 150
		SP:Iteration 8Q (165111.080000 sec): 3 clusters
  Score: Raw -370186.383150 + Penalty 2722.902319 = -367463.480831
  nChanged 160
		SP:Iteration 9Q (165111.310000 sec): 3 clusters
  Score: Raw -370303.737093 + Penalty 2722.902319 = -367580.834774
  nChanged 149
		SP:Iteration 10Q (165111.450000 sec): 3 clusters
  Score: Raw -370421.660912 + Penalty 2722.902319 = -367698.758593
  nChanged 142
		SP:Iteration 11Q (165111.700000 sec): 3 clusters
  Score: Raw -370536.162592 + Penalty 2722.902319 = -367813.260273
  nChanged 132
		SP:Iteration 12Q (165111.910000 sec): 3 clusters
  Score: Raw -370612.532697 + Penalty 2722.902319 = -367889.630377
  nChanged 101
		SP:Iteration 13Q (165112.150000 sec): 3 clusters
  Score: Raw -370670.256649 + Penalty 2722.902319 = -367947.354330
  nChanged 87
		SP:Iteration 14Q (165112.330000 sec): 3 clusters
  Score: Raw -370709.164137 + Penalty 2722.902319 = -367986.261817
  nChanged 65
		SP:Iteration 15Q (165112.610000 sec): 3 clusters
  Score: Raw -370736.652003 + Penalty 2722.902319 = -368013.749683
  nChanged 50
		SP:Iteration 16Q (165112.810000 sec): 3 clusters
  Score: Raw -370754.411130 + Penalty 2722.902319 = -368031.508811
  nChanged 34
		SP:Iteration 17Q (165113.040000 sec): 3 clusters
  Score: Raw -370768.157037 + Penalty 2722.902319 = -368045.254717
  nChanged 24
		SP:Iteration 18Q (165113.220000 sec): 3 clusters
  Score: Raw -370775.596328 + Penalty 2722.902319 = -368052.694008
  nChanged 20
		SP:Iteration 19Q (165113.420000 sec): 3 clusters
  Score: Raw -370781.206582 + Penalty 2722.902319 = -368058.304262
  nChanged 15
		SP:Iteration 20F (165113.630000 sec): 3 clusters
  Score: Raw -370786.094467 + Penalty 2722.902319 = -368063.192148
  nChanged 11
		SP:Iteration 21Q (165113.780000 sec): 3 clusters
  Score: Raw -370788.589680 + Penalty 2722.902319 = -368065.687361
  nChanged 7
		SP:Iteration 22Q (165114.050000 sec): 3 clusters
  Score: Raw -370790.120695 + Penalty 2722.902319 = -368067.218376
  nChanged 6
		SP:Iteration 23Q (165114.270000 sec): 3 clusters
  Score: Raw -370791.931668 + Penalty 2722.902319 = -368069.029349
  nChanged 6
		SP:Iteration 24Q (165114.490000 sec): 3 clusters
  Score: Raw -370793.862411 + Penalty 2722.902319 = -368070.960092
  nChanged 8
		SP:Iteration 25Q (165114.740000 sec): 3 clusters
  Score: Raw -370795.790078 + Penalty 2722.902319 = -368072.887759
  nChanged 7
		SP:Iteration 26Q (165114.940000 sec): 3 clusters
  Score: Raw -370796.920433 + Penalty 2722.902319 = -368074.018114
  nChanged 2
		SP:Iteration 27Q (165115.170000 sec): 3 clusters
  Score: Raw -370797.715322 + Penalty 2722.902319 = -368074.813003
  nChanged 2
		SP:Iteration 28Q (165115.390000 sec): 3 clusters
  Score: Raw -370798.040087 + Penalty 2722.902319 = -368075.137767
  nChanged 2
		SP:Iteration 29Q (165115.580000 sec): 3 clusters
  Score: Raw -370798.583577 + Penalty 2722.902319 = -368075.681258
  nChanged 3
		SP:Iteration 30Q (165115.790000 sec): 3 clusters
  Score: Raw -370799.132481 + Penalty 2722.902319 = -368076.230162
  nChanged 3
		SP:Iteration 31Q (165115.980000 sec): 3 clusters
  Score: Raw -370799.764125 + Penalty 2722.902319 = -368076.861806
  nChanged 4
		SP:Iteration 32Q (165116.170000 sec): 3 clusters
  Score: Raw -370800.569908 + Penalty 2722.902319 = -368077.667589
  nChanged 4
		SP:Iteration 33Q (165116.320000 sec): 3 clusters
  Score: Raw -370801.270791 + Penalty 2722.902319 = -368078.368472
  nChanged 2
		SP:Iteration 34Q (165116.490000 sec): 3 clusters
  Score: Raw -370801.747156 + Penalty 2722.902319 = -368078.844836
  nChanged 3
		SP:Iteration 35Q (165116.670000 sec): 3 clusters
  Score: Raw -370802.385300 + Penalty 2722.902319 = -368079.482980
  nChanged 6
		SP:Iteration 36Q (165116.850000 sec): 3 clusters
  Score: Raw -370803.468487 + Penalty 2722.902319 = -368080.566167
  nChanged 5
		SP:Iteration 37Q (165117.050000 sec): 3 clusters
  Score: Raw -370804.682766 + Penalty 2722.902319 = -368081.780447
  nChanged 3
		SP:Iteration 38Q (165117.230000 sec): 3 clusters
  Score: Raw -370806.007001 + Penalty 2722.902319 = -368083.104681
  nChanged 5
		SP:Iteration 39Q (165117.430000 sec): 3 clusters
  Score: Raw -370807.231135 + Penalty 2722.902319 = -368084.328816
  nChanged 6
		SP:Iteration 40F (165117.620000 sec): 3 clusters
  Score: Raw -370808.322479 + Penalty 2722.902319 = -368085.420160
  nChanged 3
		SP:Iteration 41Q (165117.810000 sec): 3 clusters
  Score: Raw -370809.343358 + Penalty 2722.902319 = -368086.441039
  nChanged 5
		SP:Iteration 42Q (165118.010000 sec): 3 clusters
  Score: Raw -370810.475261 + Penalty 2722.902319 = -368087.572941
  nChanged 1
		SP:Iteration 43Q (165118.200000 sec): 3 clusters
  Score: Raw -370810.765967 + Penalty 2722.902319 = -368087.863647
  nChanged 4
		SP:Iteration 44Q (165118.390000 sec): 3 clusters
  Score: Raw -370811.668515 + Penalty 2722.902319 = -368088.766196
  nChanged 4
		SP:Iteration 45Q (165118.580000 sec): 3 clusters
  Score: Raw -370812.934949 + Penalty 2722.902319 = -368090.032630
  nChanged 5
		SP:Iteration 46Q (165118.790000 sec): 3 clusters
  Score: Raw -370813.799893 + Penalty 2722.902319 = -368090.897573
  nChanged 0
		SP:Iteration 47F (165118.970000 sec): 3 clusters
  Score: Raw -370813.799893 + Penalty 2722.902319 = -368090.897573
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 22 (14119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165119.200000 sec): 2 clusters
  Score: Raw -1225145.520235 + Penalty 1552.732462 = -1223592.787773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165119.430000 sec): 3 clusters
  Score: Raw -1216928.091798 + Penalty 3105.464923 = -1213822.626874
  nChanged 6227
		SP:Iteration 1F (165119.660000 sec): 3 clusters
  Score: Raw -1220560.468131 + Penalty 3105.464923 = -1217455.003208
  nChanged 888
		SP:Iteration 2F (165119.990000 sec): 3 clusters
  Score: Raw -1221038.720311 + Penalty 3105.464923 = -1217933.255387
  nChanged 776
		SP:Iteration 3F (165120.180000 sec): 3 clusters
  Score: Raw -1221414.195216 + Penalty 3105.464923 = -1218308.730293
  nChanged 692
		SP:Iteration 4Q (165120.430000 sec): 3 clusters
  Score: Raw -1221748.898339 + Penalty 3105.464923 = -1218643.433415
  nChanged 638
		SP:Iteration 5Q (165120.650000 sec): 3 clusters
  Score: Raw -1222049.558179 + Penalty 3105.464923 = -1218944.093255
  nChanged 647
		SP:Iteration 6Q (165120.870000 sec): 3 clusters
  Score: Raw -1222401.309448 + Penalty 3105.464923 = -1219295.844525
  nChanged 719
		SP:Iteration 7F (165121.130000 sec): 3 clusters
  Score: Raw -1222804.290469 + Penalty 3105.464923 = -1219698.825545
  nChanged 663
		SP:Iteration 8Q (165121.340000 sec): 3 clusters
  Score: Raw -1223201.803255 + Penalty 3105.464923 = -1220096.338332
  nChanged 667
		SP:Iteration 9Q (165121.560000 sec): 3 clusters
  Score: Raw -1223581.946555 + Penalty 3105.464923 = -1220476.481631
  nChanged 572
		SP:Iteration 10Q (165121.830000 sec): 3 clusters
  Score: Raw -1223905.796171 + Penalty 3105.464923 = -1220800.331248
  nChanged 501
		SP:Iteration 11Q (165122.040000 sec): 3 clusters
  Score: Raw -1224179.547734 + Penalty 3105.464923 = -1221074.082811
  nChanged 416
		SP:Iteration 12Q (165122.280000 sec): 3 clusters
  Score: Raw -1224376.223229 + Penalty 3105.464923 = -1221270.758306
  nChanged 338
		SP:Iteration 13Q (165122.460000 sec): 3 clusters
  Score: Raw -1224526.896623 + Penalty 3105.464923 = -1221421.431700
  nChanged 274
		SP:Iteration 14Q (165122.670000 sec): 3 clusters
  Score: Raw -1224624.407642 + Penalty 3105.464923 = -1221518.942719
  nChanged 201
		SP:Iteration 15Q (165122.920000 sec): 3 clusters
  Score: Raw -1224689.379531 + Penalty 3105.464923 = -1221583.914608
  nChanged 168
		SP:Iteration 16Q (165123.150000 sec): 3 clusters
  Score: Raw -1224734.730112 + Penalty 3105.464923 = -1221629.265189
  nChanged 141
		SP:Iteration 17Q (165123.320000 sec): 3 clusters
  Score: Raw -1224772.497840 + Penalty 3105.464923 = -1221667.032917
  nChanged 130
		SP:Iteration 18Q (165123.560000 sec): 3 clusters
  Score: Raw -1224812.767620 + Penalty 3105.464923 = -1221707.302697
  nChanged 135
		SP:Iteration 19Q (165123.790000 sec): 3 clusters
  Score: Raw -1224849.237573 + Penalty 3105.464923 = -1221743.772650
  nChanged 110
		SP:Iteration 20F (165124.030000 sec): 3 clusters
  Score: Raw -1224874.770767 + Penalty 3105.464923 = -1221769.305843
  nChanged 102
		SP:Iteration 21Q (165124.280000 sec): 3 clusters
  Score: Raw -1224895.320323 + Penalty 3105.464923 = -1221789.855400
  nChanged 94
		SP:Iteration 22Q (165124.500000 sec): 3 clusters
  Score: Raw -1224916.610297 + Penalty 3105.464923 = -1221811.145373
  nChanged 88
		SP:Iteration 23Q (165124.780000 sec): 3 clusters
  Score: Raw -1224935.153201 + Penalty 3105.464923 = -1221829.688278
  nChanged 75
		SP:Iteration 24Q (165125.020000 sec): 3 clusters
  Score: Raw -1224949.620399 + Penalty 3105.464923 = -1221844.155476
  nChanged 75
		SP:Iteration 25Q (165125.280000 sec): 3 clusters
  Score: Raw -1224962.820533 + Penalty 3105.464923 = -1221857.355610
  nChanged 64
		SP:Iteration 26Q (165125.520000 sec): 3 clusters
  Score: Raw -1224973.118449 + Penalty 3105.464923 = -1221867.653526
  nChanged 55
		SP:Iteration 27Q (165125.730000 sec): 3 clusters
  Score: Raw -1224980.957859 + Penalty 3105.464923 = -1221875.492936
  nChanged 49
		SP:Iteration 28Q (165126.000000 sec): 3 clusters
  Score: Raw -1224987.977249 + Penalty 3105.464923 = -1221882.512326
  nChanged 37
		SP:Iteration 29Q (165126.270000 sec): 3 clusters
  Score: Raw -1224993.487677 + Penalty 3105.464923 = -1221888.022754
  nChanged 40
		SP:Iteration 30Q (165126.500000 sec): 3 clusters
  Score: Raw -1224997.867550 + Penalty 3105.464923 = -1221892.402627
  nChanged 31
		SP:Iteration 31Q (165126.730000 sec): 3 clusters
  Score: Raw -1225001.152933 + Penalty 3105.464923 = -1221895.688010
  nChanged 18
		SP:Iteration 32Q (165126.970000 sec): 3 clusters
  Score: Raw -1225003.386949 + Penalty 3105.464923 = -1221897.922026
  nChanged 18
		SP:Iteration 33Q (165127.240000 sec): 3 clusters
  Score: Raw -1225005.524235 + Penalty 3105.464923 = -1221900.059312
  nChanged 21
		SP:Iteration 34Q (165127.500000 sec): 3 clusters
  Score: Raw -1225007.426251 + Penalty 3105.464923 = -1221901.961327
  nChanged 20
		SP:Iteration 35Q (165127.760000 sec): 3 clusters
  Score: Raw -1225009.771296 + Penalty 3105.464923 = -1221904.306372
  nChanged 23
		SP:Iteration 36Q (165127.950000 sec): 3 clusters
  Score: Raw -1225011.453292 + Penalty 3105.464923 = -1221905.988369
  nChanged 14
		SP:Iteration 37Q (165128.180000 sec): 3 clusters
  Score: Raw -1225012.410272 + Penalty 3105.464923 = -1221906.945349
  nChanged 15
		SP:Iteration 38Q (165128.420000 sec): 3 clusters
  Score: Raw -1225013.665219 + Penalty 3105.464923 = -1221908.200296
  nChanged 12
		SP:Iteration 39Q (165128.700000 sec): 3 clusters
  Score: Raw -1225014.463881 + Penalty 3105.464923 = -1221908.998958
  nChanged 7
		SP:Iteration 40F (165128.950000 sec): 3 clusters
  Score: Raw -1225014.988479 + Penalty 3105.464923 = -1221909.523555
  nChanged 7
		SP:Iteration 41Q (165129.170000 sec): 3 clusters
  Score: Raw -1225015.533743 + Penalty 3105.464923 = -1221910.068820
  nChanged 10
		SP:Iteration 42Q (165129.410000 sec): 3 clusters
  Score: Raw -1225016.203942 + Penalty 3105.464923 = -1221910.739019
  nChanged 7
		SP:Iteration 43Q (165129.720000 sec): 3 clusters
  Score: Raw -1225016.810990 + Penalty 3105.464923 = -1221911.346067
  nChanged 7
		SP:Iteration 44Q (165129.920000 sec): 3 clusters
  Score: Raw -1225017.553691 + Penalty 3105.464923 = -1221912.088768
  nChanged 8
		SP:Iteration 45Q (165130.190000 sec): 3 clusters
  Score: Raw -1225018.359006 + Penalty 3105.464923 = -1221912.894082
  nChanged 10
		SP:Iteration 46Q (165130.440000 sec): 3 clusters
  Score: Raw -1225019.466730 + Penalty 3105.464923 = -1221914.001807
  nChanged 9
		SP:Iteration 47Q (165130.720000 sec): 3 clusters
  Score: Raw -1225020.157623 + Penalty 3105.464923 = -1221914.692700
  nChanged 3
		SP:Iteration 48Q (165130.950000 sec): 3 clusters
  Score: Raw -1225020.532745 + Penalty 3105.464923 = -1221915.067822
  nChanged 1
		SP:Iteration 49Q (165131.230000 sec): 3 clusters
  Score: Raw -1225020.614696 + Penalty 3105.464923 = -1221915.149772
  nChanged 1
		SP:Iteration 50Q (165131.480000 sec): 3 clusters
  Score: Raw -1225020.728067 + Penalty 3105.464923 = -1221915.263143
  nChanged 3
		SP:Iteration 51Q (165131.720000 sec): 3 clusters
  Score: Raw -1225020.862033 + Penalty 3105.464923 = -1221915.397110
  nChanged 2
		SP:Iteration 52Q (165131.960000 sec): 3 clusters
  Score: Raw -1225020.911075 + Penalty 3105.464923 = -1221915.446151
  nChanged 0
		SP:Iteration 53F (165132.210000 sec): 3 clusters
  Score: Raw -1225020.911075 + Penalty 3105.464923 = -1221915.446151
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 23 (79350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165132.700000 sec): 2 clusters
  Score: Raw -7081486.239852 + Penalty 1833.263855 = -7079652.975996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165133.270000 sec): 3 clusters
  Score: Raw -7030153.709176 + Penalty 3666.527711 = -7026487.181465
  nChanged 37831
		SP:Iteration 1F (165133.790000 sec): 3 clusters
  Score: Raw -7052455.724780 + Penalty 3666.527711 = -7048789.197069
  nChanged 3768
		SP:Iteration 2Q (165134.380000 sec): 3 clusters
  Score: Raw -7054012.535431 + Penalty 3666.527711 = -7050346.007720
  nChanged 4921
		SP:Iteration 3F (165134.920000 sec): 3 clusters
  Score: Raw -7056811.416682 + Penalty 3666.527711 = -7053144.888971
  nChanged 6242
		SP:Iteration 4F (165135.500000 sec): 3 clusters
  Score: Raw -7061487.263013 + Penalty 3666.527711 = -7057820.735302
  nChanged 6961
		SP:Iteration 5F (165136.050000 sec): 3 clusters
  Score: Raw -7067459.687897 + Penalty 3666.527711 = -7063793.160186
  nChanged 6011
		SP:Iteration 6F (165136.600000 sec): 3 clusters
  Score: Raw -7072740.595771 + Penalty 3666.527711 = -7069074.068060
  nChanged 4270
		SP:Iteration 7F (165137.100000 sec): 3 clusters
  Score: Raw -7076375.539669 + Penalty 3666.527711 = -7072709.011958
  nChanged 2692
		SP:Iteration 8Q (165137.670000 sec): 3 clusters
  Score: Raw -7078647.660614 + Penalty 3666.527711 = -7074981.132903
  nChanged 1685
		SP:Iteration 9Q (165138.210000 sec): 3 clusters
  Score: Raw -7080045.641662 + Penalty 3666.527711 = -7076379.113951
  nChanged 962
		SP:Iteration 10Q (165138.740000 sec): 3 clusters
  Score: Raw -7080827.622606 + Penalty 3666.527711 = -7077161.094895
  nChanged 507
		SP:Iteration 11Q (165139.210000 sec): 3 clusters
  Score: Raw -7081210.577007 + Penalty 3666.527711 = -7077544.049296
  nChanged 273
		SP:Iteration 12Q (165139.730000 sec): 3 clusters
  Score: Raw -7081396.569114 + Penalty 3666.527711 = -7077730.041403
  nChanged 159
		SP:Iteration 13Q (165140.230000 sec): 3 clusters
  Score: Raw -7081513.713199 + Penalty 3666.527711 = -7077847.185488
  nChanged 102
		SP:Iteration 14Q (165140.780000 sec): 3 clusters
  Score: Raw -7081586.289364 + Penalty 3666.527711 = -7077919.761654
  nChanged 73
		SP:Iteration 15Q (165141.290000 sec): 3 clusters
  Score: Raw -7081645.182618 + Penalty 3666.527711 = -7077978.654907
  nChanged 39
		SP:Iteration 16Q (165141.830000 sec): 3 clusters
  Score: Raw -7081674.734453 + Penalty 3666.527711 = -7078008.206742
  nChanged 28
		SP:Iteration 17Q (165142.310000 sec): 3 clusters
  Score: Raw -7081692.919184 + Penalty 3666.527711 = -7078026.391473
  nChanged 19
		SP:Iteration 18Q (165142.810000 sec): 3 clusters
  Score: Raw -7081703.113278 + Penalty 3666.527711 = -7078036.585567
  nChanged 10
		SP:Iteration 19Q (165143.290000 sec): 3 clusters
  Score: Raw -7081708.086626 + Penalty 3666.527711 = -7078041.558915
  nChanged 12
		SP:Iteration 20F (165143.790000 sec): 3 clusters
  Score: Raw -7081719.469447 + Penalty 3666.527711 = -7078052.941736
  nChanged 12
		SP:Iteration 21Q (165144.220000 sec): 3 clusters
  Score: Raw -7081725.883915 + Penalty 3666.527711 = -7078059.356204
  nChanged 4
		SP:Iteration 22Q (165144.740000 sec): 3 clusters
  Score: Raw -7081729.119218 + Penalty 3666.527711 = -7078062.591507
  nChanged 6
		SP:Iteration 23Q (165145.250000 sec): 3 clusters
  Score: Raw -7081734.557520 + Penalty 3666.527711 = -7078068.029809
  nChanged 13
		SP:Iteration 24Q (165145.700000 sec): 3 clusters
  Score: Raw -7081746.573302 + Penalty 3666.527711 = -7078080.045592
  nChanged 9
		SP:Iteration 25Q (165146.120000 sec): 3 clusters
  Score: Raw -7081753.917967 + Penalty 3666.527711 = -7078087.390256
  nChanged 8
		SP:Iteration 26Q (165146.530000 sec): 3 clusters
  Score: Raw -7081760.059950 + Penalty 3666.527711 = -7078093.532239
  nChanged 9
		SP:Iteration 27Q (165146.890000 sec): 3 clusters
  Score: Raw -7081768.291044 + Penalty 3666.527711 = -7078101.763333
  nChanged 9
		SP:Iteration 28Q (165147.320000 sec): 3 clusters
  Score: Raw -7081774.833157 + Penalty 3666.527711 = -7078108.305446
  nChanged 7
		SP:Iteration 29Q (165147.720000 sec): 3 clusters
  Score: Raw -7081781.876387 + Penalty 3666.527711 = -7078115.348676
  nChanged 5
		SP:Iteration 30Q (165148.230000 sec): 3 clusters
  Score: Raw -7081787.131011 + Penalty 3666.527711 = -7078120.603300
  nChanged 6
		SP:Iteration 31Q (165148.760000 sec): 3 clusters
  Score: Raw -7081790.907411 + Penalty 3666.527711 = -7078124.379700
  nChanged 6
		SP:Iteration 32Q (165149.290000 sec): 3 clusters
  Score: Raw -7081795.535353 + Penalty 3666.527711 = -7078129.007642
  nChanged 4
		SP:Iteration 33Q (165149.810000 sec): 3 clusters
  Score: Raw -7081799.704475 + Penalty 3666.527711 = -7078133.176764
  nChanged 8
		SP:Iteration 34Q (165150.260000 sec): 3 clusters
  Score: Raw -7081806.948828 + Penalty 3666.527711 = -7078140.421117
  nChanged 3
		SP:Iteration 35Q (165150.800000 sec): 3 clusters
  Score: Raw -7081809.388650 + Penalty 3666.527711 = -7078142.860939
  nChanged 0
		SP:Iteration 36F (165151.270000 sec): 3 clusters
  Score: Raw -7081809.388650 + Penalty 3666.527711 = -7078142.860939
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 24 (7274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165151.440000 sec): 2 clusters
  Score: Raw -584774.193703 + Penalty 1444.960014 = -583329.233689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165151.630000 sec): 3 clusters
  Score: Raw -580766.390069 + Penalty 2889.920028 = -577876.470040
  nChanged 3068
		SP:Iteration 1F (165151.890000 sec): 3 clusters
  Score: Raw -582458.961433 + Penalty 2889.920028 = -579569.041404
  nChanged 531
		SP:Iteration 2F (165152.090000 sec): 3 clusters
  Score: Raw -582728.539825 + Penalty 2889.920028 = -579838.619797
  nChanged 378
		SP:Iteration 3F (165152.320000 sec): 3 clusters
  Score: Raw -582904.398537 + Penalty 2889.920028 = -580014.478509
  nChanged 321
		SP:Iteration 4Q (165152.540000 sec): 3 clusters
  Score: Raw -583048.039568 + Penalty 2889.920028 = -580158.119539
  nChanged 292
		SP:Iteration 5Q (165152.750000 sec): 3 clusters
  Score: Raw -583171.096652 + Penalty 2889.920028 = -580281.176623
  nChanged 241
		SP:Iteration 6Q (165152.950000 sec): 3 clusters
  Score: Raw -583284.609041 + Penalty 2889.920028 = -580394.689013
  nChanged 252
		SP:Iteration 7Q (165153.140000 sec): 3 clusters
  Score: Raw -583408.064090 + Penalty 2889.920028 = -580518.144062
  nChanged 253
		SP:Iteration 8Q (165153.360000 sec): 3 clusters
  Score: Raw -583522.205690 + Penalty 2889.920028 = -580632.285662
  nChanged 226
		SP:Iteration 9Q (165153.590000 sec): 3 clusters
  Score: Raw -583627.409159 + Penalty 2889.920028 = -580737.489130
  nChanged 232
		SP:Iteration 10Q (165153.810000 sec): 3 clusters
  Score: Raw -583757.569431 + Penalty 2889.920028 = -580867.649402
  nChanged 237
		SP:Iteration 11Q (165153.970000 sec): 3 clusters
  Score: Raw -583884.035314 + Penalty 2889.920028 = -580994.115285
  nChanged 229
		SP:Iteration 12Q (165154.200000 sec): 3 clusters
  Score: Raw -583997.859021 + Penalty 2889.920028 = -581107.938992
  nChanged 196
		SP:Iteration 13Q (165154.440000 sec): 3 clusters
  Score: Raw -584101.718439 + Penalty 2889.920028 = -581211.798410
  nChanged 188
		SP:Iteration 14Q (165154.650000 sec): 3 clusters
  Score: Raw -584192.185200 + Penalty 2889.920028 = -581302.265172
  nChanged 162
		SP:Iteration 15Q (165154.850000 sec): 3 clusters
  Score: Raw -584275.960645 + Penalty 2889.920028 = -581386.040617
  nChanged 148
		SP:Iteration 16Q (165155.070000 sec): 3 clusters
  Score: Raw -584351.596932 + Penalty 2889.920028 = -581461.676904
  nChanged 137
		SP:Iteration 17Q (165155.280000 sec): 3 clusters
  Score: Raw -584421.849704 + Penalty 2889.920028 = -581531.929675
  nChanged 123
		SP:Iteration 18Q (165155.470000 sec): 3 clusters
  Score: Raw -584485.964008 + Penalty 2889.920028 = -581596.043980
  nChanged 122
		SP:Iteration 19Q (165155.650000 sec): 3 clusters
  Score: Raw -584545.366250 + Penalty 2889.920028 = -581655.446221
  nChanged 96
		SP:Iteration 20F (165155.850000 sec): 3 clusters
  Score: Raw -584587.835852 + Penalty 2889.920028 = -581697.915823
  nChanged 89
		SP:Iteration 21Q (165156.060000 sec): 3 clusters
  Score: Raw -584631.467232 + Penalty 2889.920028 = -581741.547204
  nChanged 73
		SP:Iteration 22Q (165156.260000 sec): 3 clusters
  Score: Raw -584658.511540 + Penalty 2889.920028 = -581768.591511
  nChanged 62
		SP:Iteration 23Q (165156.430000 sec): 3 clusters
  Score: Raw -584679.160307 + Penalty 2889.920028 = -581789.240279
  nChanged 55
		SP:Iteration 24Q (165156.620000 sec): 3 clusters
  Score: Raw -584696.888530 + Penalty 2889.920028 = -581806.968502
  nChanged 38
		SP:Iteration 25Q (165156.790000 sec): 3 clusters
  Score: Raw -584708.831750 + Penalty 2889.920028 = -581818.911722
  nChanged 30
		SP:Iteration 26Q (165156.970000 sec): 3 clusters
  Score: Raw -584715.585453 + Penalty 2889.920028 = -581825.665424
  nChanged 25
		SP:Iteration 27Q (165157.130000 sec): 3 clusters
  Score: Raw -584722.812366 + Penalty 2889.920028 = -581832.892337
  nChanged 32
		SP:Iteration 28Q (165157.350000 sec): 3 clusters
  Score: Raw -584732.238233 + Penalty 2889.920028 = -581842.318205
  nChanged 23
		SP:Iteration 29Q (165157.540000 sec): 3 clusters
  Score: Raw -584739.065069 + Penalty 2889.920028 = -581849.145041
  nChanged 29
		SP:Iteration 30Q (165157.760000 sec): 3 clusters
  Score: Raw -584746.890127 + Penalty 2889.920028 = -581856.970098
  nChanged 34
		SP:Iteration 31Q (165158.000000 sec): 3 clusters
  Score: Raw -584756.115514 + Penalty 2889.920028 = -581866.195485
  nChanged 32
		SP:Iteration 32Q (165158.200000 sec): 3 clusters
  Score: Raw -584763.926156 + Penalty 2889.920028 = -581874.006127
  nChanged 23
		SP:Iteration 33Q (165158.450000 sec): 3 clusters
  Score: Raw -584769.144563 + Penalty 2889.920028 = -581879.224535
  nChanged 20
		SP:Iteration 34Q (165158.630000 sec): 3 clusters
  Score: Raw -584773.653305 + Penalty 2889.920028 = -581883.733277
  nChanged 14
		SP:Iteration 35Q (165158.860000 sec): 3 clusters
  Score: Raw -584776.507092 + Penalty 2889.920028 = -581886.587064
  nChanged 16
		SP:Iteration 36Q (165159.080000 sec): 3 clusters
  Score: Raw -584779.864713 + Penalty 2889.920028 = -581889.944685
  nChanged 14
		SP:Iteration 37Q (165159.310000 sec): 3 clusters
  Score: Raw -584783.027454 + Penalty 2889.920028 = -581893.107425
  nChanged 17
		SP:Iteration 38Q (165159.520000 sec): 3 clusters
  Score: Raw -584787.116641 + Penalty 2889.920028 = -581897.196613
  nChanged 12
		SP:Iteration 39Q (165159.700000 sec): 3 clusters
  Score: Raw -584789.822813 + Penalty 2889.920028 = -581899.902784
  nChanged 14
		SP:Iteration 40F (165159.880000 sec): 3 clusters
  Score: Raw -584791.879606 + Penalty 2889.920028 = -581901.959577
  nChanged 5
		SP:Iteration 41Q (165160.070000 sec): 3 clusters
  Score: Raw -584792.932949 + Penalty 2889.920028 = -581903.012920
  nChanged 7
		SP:Iteration 42Q (165160.260000 sec): 3 clusters
  Score: Raw -584793.886512 + Penalty 2889.920028 = -581903.966484
  nChanged 5
		SP:Iteration 43Q (165160.440000 sec): 3 clusters
  Score: Raw -584794.677303 + Penalty 2889.920028 = -581904.757274
  nChanged 7
		SP:Iteration 44Q (165160.660000 sec): 3 clusters
  Score: Raw -584796.206765 + Penalty 2889.920028 = -581906.286737
  nChanged 3
		SP:Iteration 45Q (165160.850000 sec): 3 clusters
  Score: Raw -584796.838918 + Penalty 2889.920028 = -581906.918890
  nChanged 4
		SP:Iteration 46Q (165161.020000 sec): 3 clusters
  Score: Raw -584797.513244 + Penalty 2889.920028 = -581907.593216
  nChanged 2
		SP:Iteration 47Q (165161.240000 sec): 3 clusters
  Score: Raw -584797.765661 + Penalty 2889.920028 = -581907.845633
  nChanged 1
		SP:Iteration 48Q (165161.420000 sec): 3 clusters
  Score: Raw -584797.923895 + Penalty 2889.920028 = -581908.003867
  nChanged 1
		SP:Iteration 49Q (165161.600000 sec): 3 clusters
  Score: Raw -584797.984870 + Penalty 2889.920028 = -581908.064842
  nChanged 2
		SP:Iteration 50Q (165161.780000 sec): 3 clusters
  Score: Raw -584798.201722 + Penalty 2889.920028 = -581908.281694
  nChanged 0
		SP:Iteration 51F (165162.010000 sec): 3 clusters
  Score: Raw -584798.201722 + Penalty 2889.920028 = -581908.281694
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 25 (2145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165162.090000 sec): 2 clusters
  Score: Raw -144564.086777 + Penalty 1246.520410 = -143317.566366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165162.280000 sec): 3 clusters
  Score: Raw -143686.723922 + Penalty 2493.040820 = -141193.683102
  nChanged 786
		SP:Iteration 1F (165162.480000 sec): 3 clusters
  Score: Raw -144452.127107 + Penalty 2493.040820 = -141959.086287
  nChanged 256
		SP:Iteration 2F (165162.660000 sec): 3 clusters
  Score: Raw -144890.820459 + Penalty 2493.040820 = -142397.779638
  nChanged 188
		SP:Iteration 3F (165162.850000 sec): 3 clusters
  Score: Raw -145215.247572 + Penalty 2493.040820 = -142722.206752
  nChanged 162
		SP:Iteration 4F (165163.080000 sec): 3 clusters
  Score: Raw -145459.663860 + Penalty 2493.040820 = -142966.623040
  nChanged 119
		SP:Iteration 5F (165163.280000 sec): 3 clusters
  Score: Raw -145585.570957 + Penalty 2493.040820 = -143092.530137
  nChanged 66
		SP:Iteration 6Q (165163.420000 sec): 3 clusters
  Score: Raw -145658.136842 + Penalty 2493.040820 = -143165.096022
  nChanged 49
		SP:Iteration 7Q (165163.620000 sec): 3 clusters
  Score: Raw -145693.180816 + Penalty 2493.040820 = -143200.139996
  nChanged 25
		SP:Iteration 8Q (165163.850000 sec): 3 clusters
  Score: Raw -145726.329703 + Penalty 2493.040820 = -143233.288883
  nChanged 27
		SP:Iteration 9Q (165164.030000 sec): 3 clusters
  Score: Raw -145740.226432 + Penalty 2493.040820 = -143247.185612
  nChanged 9
		SP:Iteration 10Q (165164.190000 sec): 3 clusters
  Score: Raw -145744.019398 + Penalty 2493.040820 = -143250.978578
  nChanged 2
		SP:Iteration 11Q (165164.380000 sec): 3 clusters
  Score: Raw -145745.221036 + Penalty 2493.040820 = -143252.180216
  nChanged 5
		SP:Iteration 12Q (165164.580000 sec): 3 clusters
  Score: Raw -145748.576691 + Penalty 2493.040820 = -143255.535870
  nChanged 3
		SP:Iteration 13Q (165164.780000 sec): 3 clusters
  Score: Raw -145749.684165 + Penalty 2493.040820 = -143256.643345
  nChanged 1
		SP:Iteration 14Q (165164.970000 sec): 3 clusters
  Score: Raw -145750.021626 + Penalty 2493.040820 = -143256.980806
  nChanged 0
		SP:Iteration 15F (165165.170000 sec): 3 clusters
  Score: Raw -145750.021626 + Penalty 2493.040820 = -143256.980806
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 26 (3043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165165.300000 sec): 2 clusters
  Score: Raw -256898.852808 + Penalty 1303.347362 = -255595.505446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165165.490000 sec): 3 clusters
  Score: Raw -255442.263418 + Penalty 2606.694724 = -252835.568695
  nChanged 1115
		SP:Iteration 1F (165165.690000 sec): 3 clusters
  Score: Raw -256102.373608 + Penalty 2606.694724 = -253495.678884
  nChanged 256
		SP:Iteration 2F (165165.840000 sec): 3 clusters
  Score: Raw -256263.374626 + Penalty 2606.694724 = -253656.679902
  nChanged 166
		SP:Iteration 3F (165166.070000 sec): 3 clusters
  Score: Raw -256372.651657 + Penalty 2606.694724 = -253765.956933
  nChanged 111
		SP:Iteration 4Q (165166.260000 sec): 3 clusters
  Score: Raw -256439.954345 + Penalty 2606.694724 = -253833.259621
  nChanged 105
		SP:Iteration 5Q (165166.470000 sec): 3 clusters
  Score: Raw -256499.225668 + Penalty 2606.694724 = -253892.530944
  nChanged 81
		SP:Iteration 6Q (165166.650000 sec): 3 clusters
  Score: Raw -256543.779277 + Penalty 2606.694724 = -253937.084554
  nChanged 72
		SP:Iteration 7Q (165166.790000 sec): 3 clusters
  Score: Raw -256583.734314 + Penalty 2606.694724 = -253977.039590
  nChanged 70
		SP:Iteration 8Q (165166.940000 sec): 3 clusters
  Score: Raw -256617.845035 + Penalty 2606.694724 = -254011.150311
  nChanged 55
		SP:Iteration 9Q (165167.140000 sec): 3 clusters
  Score: Raw -256640.133719 + Penalty 2606.694724 = -254033.438995
  nChanged 56
		SP:Iteration 10Q (165167.320000 sec): 3 clusters
  Score: Raw -256663.072227 + Penalty 2606.694724 = -254056.377504
  nChanged 44
		SP:Iteration 11Q (165167.480000 sec): 3 clusters
  Score: Raw -256680.007174 + Penalty 2606.694724 = -254073.312450
  nChanged 31
		SP:Iteration 12Q (165167.620000 sec): 3 clusters
  Score: Raw -256689.795446 + Penalty 2606.694724 = -254083.100723
  nChanged 22
		SP:Iteration 13Q (165167.780000 sec): 3 clusters
  Score: Raw -256699.053947 + Penalty 2606.694724 = -254092.359224
  nChanged 21
		SP:Iteration 14Q (165167.910000 sec): 3 clusters
  Score: Raw -256710.963916 + Penalty 2606.694724 = -254104.269192
  nChanged 29
		SP:Iteration 15Q (165168.100000 sec): 3 clusters
  Score: Raw -256721.866560 + Penalty 2606.694724 = -254115.171836
  nChanged 21
		SP:Iteration 16Q (165168.280000 sec): 3 clusters
  Score: Raw -256729.291018 + Penalty 2606.694724 = -254122.596295
  nChanged 16
		SP:Iteration 17Q (165168.430000 sec): 3 clusters
  Score: Raw -256734.354253 + Penalty 2606.694724 = -254127.659530
  nChanged 12
		SP:Iteration 18Q (165168.580000 sec): 3 clusters
  Score: Raw -256737.149353 + Penalty 2606.694724 = -254130.454630
  nChanged 10
		SP:Iteration 19Q (165168.740000 sec): 3 clusters
  Score: Raw -256739.287015 + Penalty 2606.694724 = -254132.592292
  nChanged 10
		SP:Iteration 20F (165168.900000 sec): 3 clusters
  Score: Raw -256743.698157 + Penalty 2606.694724 = -254137.003433
  nChanged 16
		SP:Iteration 21Q (165169.100000 sec): 3 clusters
  Score: Raw -256749.908298 + Penalty 2606.694724 = -254143.213574
  nChanged 14
		SP:Iteration 22Q (165169.290000 sec): 3 clusters
  Score: Raw -256753.746638 + Penalty 2606.694724 = -254147.051914
  nChanged 14
		SP:Iteration 23Q (165169.520000 sec): 3 clusters
  Score: Raw -256757.177303 + Penalty 2606.694724 = -254150.482580
  nChanged 7
		SP:Iteration 24Q (165169.750000 sec): 3 clusters
  Score: Raw -256758.736182 + Penalty 2606.694724 = -254152.041458
  nChanged 4
		SP:Iteration 25Q (165169.920000 sec): 3 clusters
  Score: Raw -256760.152532 + Penalty 2606.694724 = -254153.457808
  nChanged 4
		SP:Iteration 26Q (165170.110000 sec): 3 clusters
  Score: Raw -256761.435248 + Penalty 2606.694724 = -254154.740524
  nChanged 6
		SP:Iteration 27Q (165170.250000 sec): 3 clusters
  Score: Raw -256763.660152 + Penalty 2606.694724 = -254156.965428
  nChanged 3
		SP:Iteration 28Q (165170.460000 sec): 3 clusters
  Score: Raw -256764.869662 + Penalty 2606.694724 = -254158.174938
  nChanged 5
		SP:Iteration 29Q (165170.660000 sec): 3 clusters
  Score: Raw -256766.234345 + Penalty 2606.694724 = -254159.539621
  nChanged 3
		SP:Iteration 30Q (165170.850000 sec): 3 clusters
  Score: Raw -256766.673588 + Penalty 2606.694724 = -254159.978865
  nChanged 2
		SP:Iteration 31Q (165171.040000 sec): 3 clusters
  Score: Raw -256767.308657 + Penalty 2606.694724 = -254160.613933
  nChanged 3
		SP:Iteration 32Q (165171.240000 sec): 3 clusters
  Score: Raw -256768.445479 + Penalty 2606.694724 = -254161.750755
  nChanged 1
		SP:Iteration 33Q (165171.430000 sec): 3 clusters
  Score: Raw -256768.814817 + Penalty 2606.694724 = -254162.120093
  nChanged 2
		SP:Iteration 34Q (165171.640000 sec): 3 clusters
  Score: Raw -256769.551867 + Penalty 2606.694724 = -254162.857144
  nChanged 2
		SP:Iteration 35Q (165171.820000 sec): 3 clusters
  Score: Raw -256770.287704 + Penalty 2606.694724 = -254163.592981
  nChanged 1
		SP:Iteration 36Q (165171.970000 sec): 3 clusters
  Score: Raw -256770.542414 + Penalty 2606.694724 = -254163.847691
  nChanged 0
		SP:Iteration 37F (165172.160000 sec): 3 clusters
  Score: Raw -256770.542414 + Penalty 2606.694724 = -254163.847691
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 27 (25932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165172.400000 sec): 2 clusters
  Score: Raw -2255239.353860 + Penalty 1651.525364 = -2253587.828497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165172.680000 sec): 3 clusters
  Score: Raw -2239603.315584 + Penalty 3303.050727 = -2236300.264857
  nChanged 11822
		SP:Iteration 1F (165172.970000 sec): 3 clusters
  Score: Raw -2246199.696455 + Penalty 3303.050727 = -2242896.645728
  nChanged 1500
		SP:Iteration 2F (165173.300000 sec): 3 clusters
  Score: Raw -2246848.387770 + Penalty 3303.050727 = -2243545.337043
  nChanged 1524
		SP:Iteration 3F (165173.590000 sec): 3 clusters
  Score: Raw -2247651.787568 + Penalty 3303.050727 = -2244348.736841
  nChanged 1696
		SP:Iteration 4F (165173.910000 sec): 3 clusters
  Score: Raw -2248686.095521 + Penalty 3303.050727 = -2245383.044794
  nChanged 1789
		SP:Iteration 5F (165174.170000 sec): 3 clusters
  Score: Raw -2249951.824275 + Penalty 3303.050727 = -2246648.773548
  nChanged 1771
		SP:Iteration 6F (165174.460000 sec): 3 clusters
  Score: Raw -2251305.366339 + Penalty 3303.050727 = -2248002.315612
  nChanged 1539
		SP:Iteration 7F (165174.740000 sec): 3 clusters
  Score: Raw -2252492.228933 + Penalty 3303.050727 = -2249189.178206
  nChanged 1196
		SP:Iteration 8Q (165175.030000 sec): 3 clusters
  Score: Raw -2253425.153554 + Penalty 3303.050727 = -2250122.102827
  nChanged 927
		SP:Iteration 9Q (165175.310000 sec): 3 clusters
  Score: Raw -2254127.472778 + Penalty 3303.050727 = -2250824.422051
  nChanged 601
		SP:Iteration 10Q (165175.650000 sec): 3 clusters
  Score: Raw -2254595.488314 + Penalty 3303.050727 = -2251292.437587
  nChanged 391
		SP:Iteration 11Q (165175.930000 sec): 3 clusters
  Score: Raw -2254907.516729 + Penalty 3303.050727 = -2251604.466002
  nChanged 248
		SP:Iteration 12Q (165176.200000 sec): 3 clusters
  Score: Raw -2255124.721081 + Penalty 3303.050727 = -2251821.670354
  nChanged 138
		SP:Iteration 13Q (165176.450000 sec): 3 clusters
  Score: Raw -2255241.872967 + Penalty 3303.050727 = -2251938.822240
  nChanged 69
		SP:Iteration 14Q (165176.740000 sec): 3 clusters
  Score: Raw -2255299.347345 + Penalty 3303.050727 = -2251996.296618
  nChanged 53
		SP:Iteration 15Q (165177.010000 sec): 3 clusters
  Score: Raw -2255353.371832 + Penalty 3303.050727 = -2252050.321105
  nChanged 40
		SP:Iteration 16Q (165177.280000 sec): 3 clusters
  Score: Raw -2255393.712305 + Penalty 3303.050727 = -2252090.661578
  nChanged 21
		SP:Iteration 17Q (165177.540000 sec): 3 clusters
  Score: Raw -2255412.196724 + Penalty 3303.050727 = -2252109.145997
  nChanged 17
		SP:Iteration 18Q (165177.790000 sec): 3 clusters
  Score: Raw -2255429.001667 + Penalty 3303.050727 = -2252125.950940
  nChanged 12
		SP:Iteration 19Q (165178.050000 sec): 3 clusters
  Score: Raw -2255447.139837 + Penalty 3303.050727 = -2252144.089110
  nChanged 16
		SP:Iteration 20F (165178.330000 sec): 3 clusters
  Score: Raw -2255467.471641 + Penalty 3303.050727 = -2252164.420914
  nChanged 9
		SP:Iteration 21Q (165178.570000 sec): 3 clusters
  Score: Raw -2255479.140717 + Penalty 3303.050727 = -2252176.089989
  nChanged 7
		SP:Iteration 22Q (165178.840000 sec): 3 clusters
  Score: Raw -2255487.461986 + Penalty 3303.050727 = -2252184.411259
  nChanged 4
		SP:Iteration 23Q (165179.120000 sec): 3 clusters
  Score: Raw -2255491.950865 + Penalty 3303.050727 = -2252188.900138
  nChanged 2
		SP:Iteration 24Q (165179.400000 sec): 3 clusters
  Score: Raw -2255493.574464 + Penalty 3303.050727 = -2252190.523737
  nChanged 2
		SP:Iteration 25Q (165179.650000 sec): 3 clusters
  Score: Raw -2255496.164319 + Penalty 3303.050727 = -2252193.113592
  nChanged 1
		SP:Iteration 26Q (165179.930000 sec): 3 clusters
  Score: Raw -2255497.307382 + Penalty 3303.050727 = -2252194.256655
  nChanged 2
		SP:Iteration 27Q (165180.190000 sec): 3 clusters
  Score: Raw -2255500.908829 + Penalty 3303.050727 = -2252197.858102
  nChanged 3
		SP:Iteration 28Q (165180.480000 sec): 3 clusters
  Score: Raw -2255503.393822 + Penalty 3303.050727 = -2252200.343095
  nChanged 1
		SP:Iteration 29Q (165180.830000 sec): 3 clusters
  Score: Raw -2255505.055152 + Penalty 3303.050727 = -2252202.004425
  nChanged 1
		SP:Iteration 30Q (165181.130000 sec): 3 clusters
  Score: Raw -2255506.473755 + Penalty 3303.050727 = -2252203.423028
  nChanged 1
		SP:Iteration 31Q (165181.430000 sec): 3 clusters
  Score: Raw -2255506.826783 + Penalty 3303.050727 = -2252203.776056
  nChanged 0
		SP:Iteration 32F (165181.740000 sec): 3 clusters
  Score: Raw -2255506.826783 + Penalty 3303.050727 = -2252203.776056
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 28 (36214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165181.950000 sec): 2 clusters
  Score: Raw -2967536.455307 + Penalty 1705.795173 = -2965830.660134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165182.310000 sec): 3 clusters
  Score: Raw -2944912.070127 + Penalty 3411.590346 = -2941500.479781
  nChanged 16908
		SP:Iteration 1F (165182.630000 sec): 3 clusters
  Score: Raw -2954918.189324 + Penalty 3411.590346 = -2951506.598978
  nChanged 2033
		SP:Iteration 2F (165182.920000 sec): 3 clusters
  Score: Raw -2955982.098735 + Penalty 3411.590346 = -2952570.508390
  nChanged 2260
		SP:Iteration 3F (165183.290000 sec): 3 clusters
  Score: Raw -2957335.546655 + Penalty 3411.590346 = -2953923.956309
  nChanged 2441
		SP:Iteration 4F (165183.630000 sec): 3 clusters
  Score: Raw -2958865.000150 + Penalty 3411.590346 = -2955453.409805
  nChanged 2329
		SP:Iteration 5F (165183.940000 sec): 3 clusters
  Score: Raw -2960312.452028 + Penalty 3411.590346 = -2956900.861682
  nChanged 2110
		SP:Iteration 6F (165184.320000 sec): 3 clusters
  Score: Raw -2961663.107862 + Penalty 3411.590346 = -2958251.517517
  nChanged 1790
		SP:Iteration 7Q (165184.660000 sec): 3 clusters
  Score: Raw -2962801.162497 + Penalty 3411.590346 = -2959389.572151
  nChanged 1419
		SP:Iteration 8Q (165185.010000 sec): 3 clusters
  Score: Raw -2963678.046307 + Penalty 3411.590346 = -2960266.455962
  nChanged 1192
		SP:Iteration 9Q (165185.340000 sec): 3 clusters
  Score: Raw -2964427.759469 + Penalty 3411.590346 = -2961016.169123
  nChanged 1001
		SP:Iteration 10Q (165185.690000 sec): 3 clusters
  Score: Raw -2965072.051673 + Penalty 3411.590346 = -2961660.461327
  nChanged 863
		SP:Iteration 11Q (165186.070000 sec): 3 clusters
  Score: Raw -2965620.857385 + Penalty 3411.590346 = -2962209.267039
  nChanged 724
		SP:Iteration 12Q (165186.410000 sec): 3 clusters
  Score: Raw -2966050.194012 + Penalty 3411.590346 = -2962638.603667
  nChanged 580
		SP:Iteration 13Q (165186.720000 sec): 3 clusters
  Score: Raw -2966412.144525 + Penalty 3411.590346 = -2963000.554179
  nChanged 481
		SP:Iteration 14Q (165187.040000 sec): 3 clusters
  Score: Raw -2966708.137732 + Penalty 3411.590346 = -2963296.547387
  nChanged 400
		SP:Iteration 15Q (165187.340000 sec): 3 clusters
  Score: Raw -2966927.489666 + Penalty 3411.590346 = -2963515.899320
  nChanged 306
		SP:Iteration 16Q (165187.720000 sec): 3 clusters
  Score: Raw -2967100.601046 + Penalty 3411.590346 = -2963689.010700
  nChanged 260
		SP:Iteration 17Q (165188.050000 sec): 3 clusters
  Score: Raw -2967269.650047 + Penalty 3411.590346 = -2963858.059701
  nChanged 236
		SP:Iteration 18Q (165188.380000 sec): 3 clusters
  Score: Raw -2967430.744495 + Penalty 3411.590346 = -2964019.154150
  nChanged 169
		SP:Iteration 19Q (165188.720000 sec): 3 clusters
  Score: Raw -2967558.011045 + Penalty 3411.590346 = -2964146.420699
  nChanged 132
		SP:Iteration 20F (165189.100000 sec): 3 clusters
  Score: Raw -2967658.657964 + Penalty 3411.590346 = -2964247.067619
  nChanged 105
		SP:Iteration 21Q (165189.440000 sec): 3 clusters
  Score: Raw -2967722.911855 + Penalty 3411.590346 = -2964311.321509
  nChanged 71
		SP:Iteration 22Q (165189.750000 sec): 3 clusters
  Score: Raw -2967774.469997 + Penalty 3411.590346 = -2964362.879652
  nChanged 72
		SP:Iteration 23Q (165190.070000 sec): 3 clusters
  Score: Raw -2967823.006909 + Penalty 3411.590346 = -2964411.416563
  nChanged 59
		SP:Iteration 24Q (165190.340000 sec): 3 clusters
  Score: Raw -2967855.729106 + Penalty 3411.590346 = -2964444.138760
  nChanged 46
		SP:Iteration 25Q (165190.680000 sec): 3 clusters
  Score: Raw -2967876.036676 + Penalty 3411.590346 = -2964464.446330
  nChanged 35
		SP:Iteration 26Q (165190.970000 sec): 3 clusters
  Score: Raw -2967888.094566 + Penalty 3411.590346 = -2964476.504221
  nChanged 23
		SP:Iteration 27Q (165191.280000 sec): 3 clusters
  Score: Raw -2967901.181458 + Penalty 3411.590346 = -2964489.591113
  nChanged 25
		SP:Iteration 28Q (165191.620000 sec): 3 clusters
  Score: Raw -2967914.639525 + Penalty 3411.590346 = -2964503.049179
  nChanged 23
		SP:Iteration 29Q (165191.880000 sec): 3 clusters
  Score: Raw -2967925.992541 + Penalty 3411.590346 = -2964514.402196
  nChanged 27
		SP:Iteration 30Q (165192.170000 sec): 3 clusters
  Score: Raw -2967937.976945 + Penalty 3411.590346 = -2964526.386600
  nChanged 20
		SP:Iteration 31Q (165192.470000 sec): 3 clusters
  Score: Raw -2967946.779905 + Penalty 3411.590346 = -2964535.189560
  nChanged 12
		SP:Iteration 32Q (165192.800000 sec): 3 clusters
  Score: Raw -2967952.234287 + Penalty 3411.590346 = -2964540.643941
  nChanged 12
		SP:Iteration 33Q (165193.110000 sec): 3 clusters
  Score: Raw -2967958.917092 + Penalty 3411.590346 = -2964547.326746
  nChanged 15
		SP:Iteration 34Q (165193.410000 sec): 3 clusters
  Score: Raw -2967965.311496 + Penalty 3411.590346 = -2964553.721150
  nChanged 9
		SP:Iteration 35Q (165193.650000 sec): 3 clusters
  Score: Raw -2967969.982460 + Penalty 3411.590346 = -2964558.392114
  nChanged 10
		SP:Iteration 36Q (165193.950000 sec): 3 clusters
  Score: Raw -2967974.442494 + Penalty 3411.590346 = -2964562.852149
  nChanged 7
		SP:Iteration 37Q (165194.240000 sec): 3 clusters
  Score: Raw -2967977.041302 + Penalty 3411.590346 = -2964565.450957
  nChanged 3
		SP:Iteration 38Q (165194.610000 sec): 3 clusters
  Score: Raw -2967977.666976 + Penalty 3411.590346 = -2964566.076631
  nChanged 3
		SP:Iteration 39Q (165194.940000 sec): 3 clusters
  Score: Raw -2967978.376837 + Penalty 3411.590346 = -2964566.786492
  nChanged 5
		SP:Iteration 40F (165195.270000 sec): 3 clusters
  Score: Raw -2967979.755639 + Penalty 3411.590346 = -2964568.165294
  nChanged 5
		SP:Iteration 41Q (165195.570000 sec): 3 clusters
  Score: Raw -2967980.893503 + Penalty 3411.590346 = -2964569.303158
  nChanged 2
		SP:Iteration 42Q (165195.870000 sec): 3 clusters
  Score: Raw -2967982.060535 + Penalty 3411.590346 = -2964570.470189
  nChanged 0
		SP:Iteration 43F (165196.180000 sec): 3 clusters
  Score: Raw -2967982.060535 + Penalty 3411.590346 = -2964570.470189
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 29 (508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165196.300000 sec): 2 clusters
  Score: Raw -45779.644218 + Penalty 1012.453235 = -44767.190983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165196.510000 sec): 3 clusters
  Score: Raw -45713.138708 + Penalty 2024.906470 = -43688.232238
  nChanged 105
		SP:Iteration 1F (165196.660000 sec): 3 clusters
  Score: Raw -45835.296137 + Penalty 2024.906470 = -43810.389667
  nChanged 22
		SP:Iteration 2Q (165196.880000 sec): 3 clusters
  Score: Raw -45869.113162 + Penalty 2024.906470 = -43844.206692
  nChanged 8
		SP:Iteration 3Q (165197.050000 sec): 3 clusters
  Score: Raw -45881.100058 + Penalty 2024.906470 = -43856.193587
  nChanged 3
		SP:Iteration 4Q (165197.300000 sec): 3 clusters
  Score: Raw -45885.409151 + Penalty 2024.906470 = -43860.502680
  nChanged 3
		SP:Iteration 5Q (165197.460000 sec): 3 clusters
  Score: Raw -45888.681328 + Penalty 2024.906470 = -43863.774857
  nChanged 2
		SP:Iteration 6Q (165197.620000 sec): 3 clusters
  Score: Raw -45893.071233 + Penalty 2024.906470 = -43868.164763
  nChanged 4
		SP:Iteration 7Q (165197.820000 sec): 3 clusters
  Score: Raw -45903.102099 + Penalty 2024.906470 = -43878.195629
  nChanged 5
		SP:Iteration 8Q (165198.020000 sec): 3 clusters
  Score: Raw -45912.175869 + Penalty 2024.906470 = -43887.269398
  nChanged 5
		SP:Iteration 9Q (165198.180000 sec): 3 clusters
  Score: Raw -45918.353601 + Penalty 2024.906470 = -43893.447130
  nChanged 4
		SP:Iteration 10Q (165198.360000 sec): 3 clusters
  Score: Raw -45925.144211 + Penalty 2024.906470 = -43900.237740
  nChanged 3
		SP:Iteration 11Q (165198.540000 sec): 3 clusters
  Score: Raw -45927.936448 + Penalty 2024.906470 = -43903.029978
  nChanged 3
		SP:Iteration 12Q (165198.750000 sec): 3 clusters
  Score: Raw -45936.037591 + Penalty 2024.906470 = -43911.131121
  nChanged 3
		SP:Iteration 13Q (165198.920000 sec): 3 clusters
  Score: Raw -45938.684218 + Penalty 2024.906470 = -43913.777747
  nChanged 1
		SP:Iteration 14Q (165199.090000 sec): 3 clusters
  Score: Raw -45939.620271 + Penalty 2024.906470 = -43914.713801
  nChanged 1
		SP:Iteration 15Q (165199.290000 sec): 3 clusters
  Score: Raw -45940.967048 + Penalty 2024.906470 = -43916.060577
  nChanged 2
		SP:Iteration 16Q (165199.440000 sec): 3 clusters
  Score: Raw -45943.658054 + Penalty 2024.906470 = -43918.751584
  nChanged 1
		SP:Iteration 17Q (165199.600000 sec): 3 clusters
  Score: Raw -45944.440542 + Penalty 2024.906470 = -43919.534072
  nChanged 0
		SP:Iteration 18F (165199.770000 sec): 3 clusters
  Score: Raw -45944.440542 + Penalty 2024.906470 = -43919.534072
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 30 (4494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165199.900000 sec): 2 clusters
  Score: Raw -337606.974110 + Penalty 1366.705999 = -336240.268111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165200.050000 sec): 3 clusters
  Score: Raw -335277.551349 + Penalty 2733.411997 = -332544.139352
  nChanged 1861
		SP:Iteration 1F (165200.240000 sec): 3 clusters
  Score: Raw -336419.063123 + Penalty 2733.411997 = -333685.651126
  nChanged 356
		SP:Iteration 2F (165200.380000 sec): 3 clusters
  Score: Raw -336629.887566 + Penalty 2733.411997 = -333896.475569
  nChanged 249
		SP:Iteration 3F (165200.560000 sec): 3 clusters
  Score: Raw -336766.738289 + Penalty 2733.411997 = -334033.326291
  nChanged 190
		SP:Iteration 4Q (165200.760000 sec): 3 clusters
  Score: Raw -336879.745522 + Penalty 2733.411997 = -334146.333525
  nChanged 178
		SP:Iteration 5Q (165200.940000 sec): 3 clusters
  Score: Raw -336999.828933 + Penalty 2733.411997 = -334266.416936
  nChanged 170
		SP:Iteration 6Q (165201.110000 sec): 3 clusters
  Score: Raw -337118.363318 + Penalty 2733.411997 = -334384.951320
  nChanged 162
		SP:Iteration 7Q (165201.280000 sec): 3 clusters
  Score: Raw -337234.355357 + Penalty 2733.411997 = -334500.943360
  nChanged 166
		SP:Iteration 8Q (165201.500000 sec): 3 clusters
  Score: Raw -337347.575856 + Penalty 2733.411997 = -334614.163859
  nChanged 136
		SP:Iteration 9Q (165201.680000 sec): 3 clusters
  Score: Raw -337424.484832 + Penalty 2733.411997 = -334691.072835
  nChanged 103
		SP:Iteration 10Q (165201.860000 sec): 3 clusters
  Score: Raw -337479.708744 + Penalty 2733.411997 = -334746.296746
  nChanged 95
		SP:Iteration 11Q (165202.060000 sec): 3 clusters
  Score: Raw -337530.027887 + Penalty 2733.411997 = -334796.615890
  nChanged 82
		SP:Iteration 12Q (165202.260000 sec): 3 clusters
  Score: Raw -337568.788549 + Penalty 2733.411997 = -334835.376552
  nChanged 63
		SP:Iteration 13Q (165202.440000 sec): 3 clusters
  Score: Raw -337598.811972 + Penalty 2733.411997 = -334865.399974
  nChanged 59
		SP:Iteration 14Q (165202.600000 sec): 3 clusters
  Score: Raw -337620.077532 + Penalty 2733.411997 = -334886.665534
  nChanged 50
		SP:Iteration 15Q (165202.810000 sec): 3 clusters
  Score: Raw -337640.478685 + Penalty 2733.411997 = -334907.066688
  nChanged 45
		SP:Iteration 16Q (165203.000000 sec): 3 clusters
  Score: Raw -337659.072879 + Penalty 2733.411997 = -334925.660882
  nChanged 44
		SP:Iteration 17Q (165203.200000 sec): 3 clusters
  Score: Raw -337684.949675 + Penalty 2733.411997 = -334951.537678
  nChanged 55
		SP:Iteration 18Q (165203.390000 sec): 3 clusters
  Score: Raw -337713.274266 + Penalty 2733.411997 = -334979.862269
  nChanged 46
		SP:Iteration 19Q (165203.550000 sec): 3 clusters
  Score: Raw -337738.589226 + Penalty 2733.411997 = -335005.177229
  nChanged 42
		SP:Iteration 20F (165203.780000 sec): 3 clusters
  Score: Raw -337755.546715 + Penalty 2733.411997 = -335022.134718
  nChanged 33
		SP:Iteration 21Q (165203.940000 sec): 3 clusters
  Score: Raw -337770.849616 + Penalty 2733.411997 = -335037.437619
  nChanged 33
		SP:Iteration 22Q (165204.180000 sec): 3 clusters
  Score: Raw -337789.272803 + Penalty 2733.411997 = -335055.860806
  nChanged 42
		SP:Iteration 23Q (165204.340000 sec): 3 clusters
  Score: Raw -337812.628589 + Penalty 2733.411997 = -335079.216591
  nChanged 39
		SP:Iteration 24Q (165204.530000 sec): 3 clusters
  Score: Raw -337829.856589 + Penalty 2733.411997 = -335096.444591
  nChanged 32
		SP:Iteration 25Q (165204.690000 sec): 3 clusters
  Score: Raw -337844.193399 + Penalty 2733.411997 = -335110.781401
  nChanged 42
		SP:Iteration 26Q (165204.870000 sec): 3 clusters
  Score: Raw -337861.761234 + Penalty 2733.411997 = -335128.349237
  nChanged 21
		SP:Iteration 27Q (165205.050000 sec): 3 clusters
  Score: Raw -337868.198973 + Penalty 2733.411997 = -335134.786976
  nChanged 26
		SP:Iteration 28Q (165205.280000 sec): 3 clusters
  Score: Raw -337879.406471 + Penalty 2733.411997 = -335145.994474
  nChanged 26
		SP:Iteration 29Q (165205.460000 sec): 3 clusters
  Score: Raw -337891.375191 + Penalty 2733.411997 = -335157.963194
  nChanged 26
		SP:Iteration 30Q (165205.630000 sec): 3 clusters
  Score: Raw -337902.584642 + Penalty 2733.411997 = -335169.172645
  nChanged 24
		SP:Iteration 31Q (165205.910000 sec): 3 clusters
  Score: Raw -337913.457173 + Penalty 2733.411997 = -335180.045176
  nChanged 23
		SP:Iteration 32Q (165206.130000 sec): 3 clusters
  Score: Raw -337925.757122 + Penalty 2733.411997 = -335192.345125
  nChanged 18
		SP:Iteration 33Q (165206.360000 sec): 3 clusters
  Score: Raw -337938.804922 + Penalty 2733.411997 = -335205.392925
  nChanged 19
		SP:Iteration 34Q (165206.590000 sec): 3 clusters
  Score: Raw -337950.851257 + Penalty 2733.411997 = -335217.439260
  nChanged 21
		SP:Iteration 35Q (165206.790000 sec): 3 clusters
  Score: Raw -337961.627566 + Penalty 2733.411997 = -335228.215569
  nChanged 25
		SP:Iteration 36Q (165207.050000 sec): 3 clusters
  Score: Raw -337971.801312 + Penalty 2733.411997 = -335238.389315
  nChanged 15
		SP:Iteration 37Q (165207.250000 sec): 3 clusters
  Score: Raw -337977.352882 + Penalty 2733.411997 = -335243.940885
  nChanged 13
		SP:Iteration 38Q (165207.460000 sec): 3 clusters
  Score: Raw -337982.484260 + Penalty 2733.411997 = -335249.072263
  nChanged 16
		SP:Iteration 39Q (165207.710000 sec): 3 clusters
  Score: Raw -337989.602999 + Penalty 2733.411997 = -335256.191002
  nChanged 19
		SP:Iteration 40F (165207.950000 sec): 3 clusters
  Score: Raw -337999.572097 + Penalty 2733.411997 = -335266.160100
  nChanged 13
		SP:Iteration 41Q (165208.110000 sec): 3 clusters
  Score: Raw -338005.349341 + Penalty 2733.411997 = -335271.937344
  nChanged 12
		SP:Iteration 42Q (165208.330000 sec): 3 clusters
  Score: Raw -338009.117617 + Penalty 2733.411997 = -335275.705620
  nChanged 3
		SP:Iteration 43Q (165208.480000 sec): 3 clusters
  Score: Raw -338010.125180 + Penalty 2733.411997 = -335276.713183
  nChanged 4
		SP:Iteration 44Q (165208.720000 sec): 3 clusters
  Score: Raw -338011.985893 + Penalty 2733.411997 = -335278.573896
  nChanged 6
		SP:Iteration 45Q (165208.930000 sec): 3 clusters
  Score: Raw -338013.800721 + Penalty 2733.411997 = -335280.388724
  nChanged 4
		SP:Iteration 46Q (165209.130000 sec): 3 clusters
  Score: Raw -338015.707998 + Penalty 2733.411997 = -335282.296000
  nChanged 5
		SP:Iteration 47Q (165209.320000 sec): 3 clusters
  Score: Raw -338017.280639 + Penalty 2733.411997 = -335283.868641
  nChanged 11
		SP:Iteration 48Q (165209.490000 sec): 3 clusters
  Score: Raw -338020.918403 + Penalty 2733.411997 = -335287.506406
  nChanged 7
		SP:Iteration 49Q (165209.680000 sec): 3 clusters
  Score: Raw -338022.913425 + Penalty 2733.411997 = -335289.501428
  nChanged 7
		SP:Iteration 50Q (165209.890000 sec): 3 clusters
  Score: Raw -338024.306365 + Penalty 2733.411997 = -335290.894367
  nChanged 4
		SP:Iteration 51Q (165210.080000 sec): 3 clusters
  Score: Raw -338025.077341 + Penalty 2733.411997 = -335291.665344
  nChanged 1
		SP:Iteration 52Q (165210.330000 sec): 3 clusters
  Score: Raw -338025.578691 + Penalty 2733.411997 = -335292.166694
  nChanged 1
		SP:Iteration 53Q (165210.580000 sec): 3 clusters
  Score: Raw -338025.869496 + Penalty 2733.411997 = -335292.457499
  nChanged 1
		SP:Iteration 54Q (165210.750000 sec): 3 clusters
  Score: Raw -338026.089365 + Penalty 2733.411997 = -335292.677368
  nChanged 1
		SP:Iteration 55Q (165211.020000 sec): 3 clusters
  Score: Raw -338026.422459 + Penalty 2733.411997 = -335293.010461
  nChanged 2
		SP:Iteration 56Q (165211.210000 sec): 3 clusters
  Score: Raw -338027.213394 + Penalty 2733.411997 = -335293.801397
  nChanged 2
		SP:Iteration 57Q (165211.450000 sec): 3 clusters
  Score: Raw -338027.739187 + Penalty 2733.411997 = -335294.327189
  nChanged 1
		SP:Iteration 58Q (165211.650000 sec): 3 clusters
  Score: Raw -338027.822689 + Penalty 2733.411997 = -335294.410692
  nChanged 0
		SP:Iteration 59F (165211.850000 sec): 3 clusters
  Score: Raw -338027.822689 + Penalty 2733.411997 = -335294.410692
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 31 (70127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165212.280000 sec): 2 clusters
  Score: Raw -6219853.155161 + Penalty 1813.185264 = -6218039.969897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165212.780000 sec): 3 clusters
  Score: Raw -6174747.787066 + Penalty 3626.370528 = -6171121.416538
  nChanged 33180
		SP:Iteration 1F (165213.290000 sec): 3 clusters
  Score: Raw -6194378.171523 + Penalty 3626.370528 = -6190751.800995
  nChanged 3068
		SP:Iteration 2Q (165213.800000 sec): 3 clusters
  Score: Raw -6195552.287755 + Penalty 3626.370528 = -6191925.917227
  nChanged 3821
		SP:Iteration 3F (165214.280000 sec): 3 clusters
  Score: Raw -6197512.206699 + Penalty 3626.370528 = -6193885.836171
  nChanged 4806
		SP:Iteration 4F (165214.800000 sec): 3 clusters
  Score: Raw -6200711.588828 + Penalty 3626.370528 = -6197085.218300
  nChanged 5669
		SP:Iteration 5F (165215.270000 sec): 3 clusters
  Score: Raw -6205351.759841 + Penalty 3626.370528 = -6201725.389313
  nChanged 5840
		SP:Iteration 6F (165215.730000 sec): 3 clusters
  Score: Raw -6210776.186242 + Penalty 3626.370528 = -6207149.815714
  nChanged 4620
		SP:Iteration 7F (165216.200000 sec): 3 clusters
  Score: Raw -6215101.199934 + Penalty 3626.370528 = -6211474.829406
  nChanged 2790
		SP:Iteration 8Q (165216.750000 sec): 3 clusters
  Score: Raw -6217684.100338 + Penalty 3626.370528 = -6214057.729810
  nChanged 1460
		SP:Iteration 9Q (165217.280000 sec): 3 clusters
  Score: Raw -6219011.268690 + Penalty 3626.370528 = -6215384.898162
  nChanged 643
		SP:Iteration 10Q (165217.770000 sec): 3 clusters
  Score: Raw -6219632.817778 + Penalty 3626.370528 = -6216006.447250
  nChanged 248
		SP:Iteration 11Q (165218.250000 sec): 3 clusters
  Score: Raw -6219919.138540 + Penalty 3626.370528 = -6216292.768012
  nChanged 87
		SP:Iteration 12Q (165218.670000 sec): 3 clusters
  Score: Raw -6220043.737272 + Penalty 3626.370528 = -6216417.366744
  nChanged 43
		SP:Iteration 13Q (165219.140000 sec): 3 clusters
  Score: Raw -6220091.576862 + Penalty 3626.370528 = -6216465.206334
  nChanged 24
		SP:Iteration 14Q (165219.640000 sec): 3 clusters
  Score: Raw -6220115.545817 + Penalty 3626.370528 = -6216489.175289
  nChanged 24
		SP:Iteration 15Q (165220.060000 sec): 3 clusters
  Score: Raw -6220138.227918 + Penalty 3626.370528 = -6216511.857390
  nChanged 12
		SP:Iteration 16Q (165220.520000 sec): 3 clusters
  Score: Raw -6220146.857933 + Penalty 3626.370528 = -6216520.487405
  nChanged 10
		SP:Iteration 17Q (165220.970000 sec): 3 clusters
  Score: Raw -6220154.906485 + Penalty 3626.370528 = -6216528.535958
  nChanged 1
		SP:Iteration 18Q (165221.430000 sec): 3 clusters
  Score: Raw -6220155.163959 + Penalty 3626.370528 = -6216528.793431
  nChanged 1
		SP:Iteration 19Q (165221.910000 sec): 3 clusters
  Score: Raw -6220155.454925 + Penalty 3626.370528 = -6216529.084397
  nChanged 0
		SP:Iteration 20F (165222.360000 sec): 3 clusters
  Score: Raw -6220155.454925 + Penalty 3626.370528 = -6216529.084397
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 32 (2452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165222.500000 sec): 2 clusters
  Score: Raw -198154.120086 + Penalty 1268.257136 = -196885.862951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165222.700000 sec): 3 clusters
  Score: Raw -197056.741157 + Penalty 2536.514272 = -194520.226885
  nChanged 907
		SP:Iteration 1F (165222.890000 sec): 3 clusters
  Score: Raw -197591.242257 + Penalty 2536.514272 = -195054.727985
  nChanged 201
		SP:Iteration 2F (165223.080000 sec): 3 clusters
  Score: Raw -197745.117634 + Penalty 2536.514272 = -195208.603362
  nChanged 124
		SP:Iteration 3F (165223.290000 sec): 3 clusters
  Score: Raw -197815.908205 + Penalty 2536.514272 = -195279.393934
  nChanged 82
		SP:Iteration 4Q (165223.500000 sec): 3 clusters
  Score: Raw -197859.299299 + Penalty 2536.514272 = -195322.785027
  nChanged 52
		SP:Iteration 5Q (165223.650000 sec): 3 clusters
  Score: Raw -197898.528319 + Penalty 2536.514272 = -195362.014047
  nChanged 51
		SP:Iteration 6Q (165223.860000 sec): 3 clusters
  Score: Raw -197936.805189 + Penalty 2536.514272 = -195400.290917
  nChanged 54
		SP:Iteration 7Q (165224.080000 sec): 3 clusters
  Score: Raw -197963.775160 + Penalty 2536.514272 = -195427.260888
  nChanged 43
		SP:Iteration 8Q (165224.320000 sec): 3 clusters
  Score: Raw -197984.793638 + Penalty 2536.514272 = -195448.279366
  nChanged 34
		SP:Iteration 9Q (165224.510000 sec): 3 clusters
  Score: Raw -198002.858764 + Penalty 2536.514272 = -195466.344492
  nChanged 32
		SP:Iteration 10Q (165224.720000 sec): 3 clusters
  Score: Raw -198017.856472 + Penalty 2536.514272 = -195481.342200
  nChanged 32
		SP:Iteration 11Q (165224.910000 sec): 3 clusters
  Score: Raw -198032.203659 + Penalty 2536.514272 = -195495.689387
  nChanged 21
		SP:Iteration 12Q (165225.100000 sec): 3 clusters
  Score: Raw -198041.853874 + Penalty 2536.514272 = -195505.339602
  nChanged 19
		SP:Iteration 13Q (165225.330000 sec): 3 clusters
  Score: Raw -198050.444222 + Penalty 2536.514272 = -195513.929950
  nChanged 17
		SP:Iteration 14Q (165225.540000 sec): 3 clusters
  Score: Raw -198059.432699 + Penalty 2536.514272 = -195522.918427
  nChanged 23
		SP:Iteration 15Q (165225.720000 sec): 3 clusters
  Score: Raw -198069.839245 + Penalty 2536.514272 = -195533.324973
  nChanged 16
		SP:Iteration 16Q (165225.900000 sec): 3 clusters
  Score: Raw -198076.746789 + Penalty 2536.514272 = -195540.232518
  nChanged 15
		SP:Iteration 17Q (165226.080000 sec): 3 clusters
  Score: Raw -198084.434883 + Penalty 2536.514272 = -195547.920612
  nChanged 17
		SP:Iteration 18Q (165226.270000 sec): 3 clusters
  Score: Raw -198090.780876 + Penalty 2536.514272 = -195554.266605
  nChanged 19
		SP:Iteration 19Q (165226.470000 sec): 3 clusters
  Score: Raw -198098.336747 + Penalty 2536.514272 = -195561.822475
  nChanged 17
		SP:Iteration 20F (165226.660000 sec): 3 clusters
  Score: Raw -198104.325443 + Penalty 2536.514272 = -195567.811172
  nChanged 12
		SP:Iteration 21Q (165226.920000 sec): 3 clusters
  Score: Raw -198110.905895 + Penalty 2536.514272 = -195574.391624
  nChanged 11
		SP:Iteration 22Q (165227.120000 sec): 3 clusters
  Score: Raw -198115.983900 + Penalty 2536.514272 = -195579.469628
  nChanged 14
		SP:Iteration 23Q (165227.320000 sec): 3 clusters
  Score: Raw -198121.948945 + Penalty 2536.514272 = -195585.434674
  nChanged 18
		SP:Iteration 24Q (165227.500000 sec): 3 clusters
  Score: Raw -198128.449210 + Penalty 2536.514272 = -195591.934939
  nChanged 14
		SP:Iteration 25Q (165227.760000 sec): 3 clusters
  Score: Raw -198134.901889 + Penalty 2536.514272 = -195598.387618
  nChanged 16
		SP:Iteration 26Q (165227.960000 sec): 3 clusters
  Score: Raw -198142.660959 + Penalty 2536.514272 = -195606.146687
  nChanged 16
		SP:Iteration 27Q (165228.210000 sec): 3 clusters
  Score: Raw -198148.417145 + Penalty 2536.514272 = -195611.902873
  nChanged 10
		SP:Iteration 28Q (165228.450000 sec): 3 clusters
  Score: Raw -198152.012454 + Penalty 2536.514272 = -195615.498182
  nChanged 7
		SP:Iteration 29Q (165228.670000 sec): 3 clusters
  Score: Raw -198154.332222 + Penalty 2536.514272 = -195617.817950
  nChanged 11
		SP:Iteration 30Q (165228.900000 sec): 3 clusters
  Score: Raw -198158.607997 + Penalty 2536.514272 = -195622.093725
  nChanged 15
		SP:Iteration 31Q (165229.120000 sec): 3 clusters
  Score: Raw -198163.759052 + Penalty 2536.514272 = -195627.244780
  nChanged 12
		SP:Iteration 32Q (165229.290000 sec): 3 clusters
  Score: Raw -198168.804298 + Penalty 2536.514272 = -195632.290027
  nChanged 15
		SP:Iteration 33Q (165229.500000 sec): 3 clusters
  Score: Raw -198176.037034 + Penalty 2536.514272 = -195639.522763
  nChanged 20
		SP:Iteration 34Q (165229.740000 sec): 3 clusters
  Score: Raw -198186.824642 + Penalty 2536.514272 = -195650.310370
  nChanged 22
		SP:Iteration 35Q (165229.880000 sec): 3 clusters
  Score: Raw -198195.869085 + Penalty 2536.514272 = -195659.354814
  nChanged 23
		SP:Iteration 36Q (165230.090000 sec): 3 clusters
  Score: Raw -198206.585857 + Penalty 2536.514272 = -195670.071585
  nChanged 17
		SP:Iteration 37Q (165230.270000 sec): 3 clusters
  Score: Raw -198214.380224 + Penalty 2536.514272 = -195677.865952
  nChanged 22
		SP:Iteration 38Q (165230.440000 sec): 3 clusters
  Score: Raw -198224.936995 + Penalty 2536.514272 = -195688.422724
  nChanged 23
		SP:Iteration 39Q (165230.650000 sec): 3 clusters
  Score: Raw -198235.609798 + Penalty 2536.514272 = -195699.095526
  nChanged 22
		SP:Iteration 40F (165230.840000 sec): 3 clusters
  Score: Raw -198244.784514 + Penalty 2536.514272 = -195708.270242
  nChanged 19
		SP:Iteration 41Q (165230.990000 sec): 3 clusters
  Score: Raw -198251.658820 + Penalty 2536.514272 = -195715.144549
  nChanged 18
		SP:Iteration 42Q (165231.170000 sec): 3 clusters
  Score: Raw -198257.956641 + Penalty 2536.514272 = -195721.442370
  nChanged 16
		SP:Iteration 43Q (165231.380000 sec): 3 clusters
  Score: Raw -198265.523791 + Penalty 2536.514272 = -195729.009519
  nChanged 15
		SP:Iteration 44Q (165231.600000 sec): 3 clusters
  Score: Raw -198274.777353 + Penalty 2536.514272 = -195738.263082
  nChanged 22
		SP:Iteration 45Q (165231.830000 sec): 3 clusters
  Score: Raw -198286.347608 + Penalty 2536.514272 = -195749.833336
  nChanged 20
		SP:Iteration 46Q (165232.110000 sec): 3 clusters
  Score: Raw -198296.345758 + Penalty 2536.514272 = -195759.831487
  nChanged 21
		SP:Iteration 47Q (165232.250000 sec): 3 clusters
  Score: Raw -198311.631561 + Penalty 2536.514272 = -195775.117290
  nChanged 29
		SP:Iteration 48Q (165232.410000 sec): 3 clusters
  Score: Raw -198326.834979 + Penalty 2536.514272 = -195790.320707
  nChanged 28
		SP:Iteration 49Q (165232.620000 sec): 3 clusters
  Score: Raw -198345.289405 + Penalty 2536.514272 = -195808.775133
  nChanged 33
		SP:Iteration 50Q (165232.750000 sec): 3 clusters
  Score: Raw -198370.207555 + Penalty 2536.514272 = -195833.693284
  nChanged 37
		SP:Iteration 51Q (165232.950000 sec): 3 clusters
  Score: Raw -198398.815703 + Penalty 2536.514272 = -195862.301432
  nChanged 42
		SP:Iteration 52Q (165233.120000 sec): 3 clusters
  Score: Raw -198440.776040 + Penalty 2536.514272 = -195904.261769
  nChanged 36
		SP:Iteration 53Q (165233.310000 sec): 3 clusters
  Score: Raw -198470.167532 + Penalty 2536.514272 = -195933.653261
  nChanged 34
		SP:Iteration 54Q (165233.520000 sec): 3 clusters
  Score: Raw -198504.051128 + Penalty 2536.514272 = -195967.536856
  nChanged 31
		SP:Iteration 55Q (165233.680000 sec): 3 clusters
  Score: Raw -198533.176184 + Penalty 2536.514272 = -195996.661912
  nChanged 29
		SP:Iteration 56Q (165233.870000 sec): 3 clusters
  Score: Raw -198557.974174 + Penalty 2536.514272 = -196021.459902
  nChanged 17
		SP:Iteration 57Q (165234.060000 sec): 3 clusters
  Score: Raw -198568.865438 + Penalty 2536.514272 = -196032.351167
  nChanged 14
		SP:Iteration 58Q (165234.270000 sec): 3 clusters
  Score: Raw -198578.033024 + Penalty 2536.514272 = -196041.518753
  nChanged 9
		SP:Iteration 59Q (165234.460000 sec): 3 clusters
  Score: Raw -198582.040500 + Penalty 2536.514272 = -196045.526228
  nChanged 3
		SP:Iteration 60F (165234.610000 sec): 3 clusters
  Score: Raw -198584.184541 + Penalty 2536.514272 = -196047.670270
  nChanged 6
		SP:Iteration 61Q (165234.810000 sec): 3 clusters
  Score: Raw -198586.268932 + Penalty 2536.514272 = -196049.754661
  nChanged 5
		SP:Iteration 62Q (165235.040000 sec): 3 clusters
  Score: Raw -198588.841133 + Penalty 2536.514272 = -196052.326861
  nChanged 6
		SP:Iteration 63Q (165235.220000 sec): 3 clusters
  Score: Raw -198591.684497 + Penalty 2536.514272 = -196055.170225
  nChanged 2
		SP:Iteration 64Q (165235.480000 sec): 3 clusters
  Score: Raw -198592.456320 + Penalty 2536.514272 = -196055.942048
  nChanged 2
		SP:Iteration 65Q (165235.620000 sec): 3 clusters
  Score: Raw -198593.909188 + Penalty 2536.514272 = -196057.394916
  nChanged 5
		SP:Iteration 66Q (165235.870000 sec): 3 clusters
  Score: Raw -198596.978943 + Penalty 2536.514272 = -196060.464672
  nChanged 7
		SP:Iteration 67Q (165236.020000 sec): 3 clusters
  Score: Raw -198604.165433 + Penalty 2536.514272 = -196067.651162
  nChanged 6
		SP:Iteration 68Q (165236.200000 sec): 3 clusters
  Score: Raw -198609.522468 + Penalty 2536.514272 = -196073.008197
  nChanged 8
		SP:Iteration 69Q (165236.420000 sec): 3 clusters
  Score: Raw -198621.027517 + Penalty 2536.514272 = -196084.513246
  nChanged 11
		SP:Iteration 70Q (165236.660000 sec): 3 clusters
  Score: Raw -198631.747879 + Penalty 2536.514272 = -196095.233607
  nChanged 9
		SP:Iteration 71Q (165236.860000 sec): 3 clusters
  Score: Raw -198638.838374 + Penalty 2536.514272 = -196102.324102
  nChanged 11
		SP:Iteration 72Q (165237.100000 sec): 3 clusters
  Score: Raw -198647.425649 + Penalty 2536.514272 = -196110.911378
  nChanged 7
		SP:Iteration 73Q (165237.290000 sec): 3 clusters
  Score: Raw -198652.794331 + Penalty 2536.514272 = -196116.280059
  nChanged 7
		SP:Iteration 74Q (165237.500000 sec): 3 clusters
  Score: Raw -198657.261462 + Penalty 2536.514272 = -196120.747190
  nChanged 5
		SP:Iteration 75Q (165237.710000 sec): 3 clusters
  Score: Raw -198662.284295 + Penalty 2536.514272 = -196125.770023
  nChanged 4
		SP:Iteration 76Q (165237.890000 sec): 3 clusters
  Score: Raw -198664.557151 + Penalty 2536.514272 = -196128.042880
  nChanged 1
		SP:Iteration 77Q (165238.100000 sec): 3 clusters
  Score: Raw -198664.930189 + Penalty 2536.514272 = -196128.415918
  nChanged 0
		SP:Iteration 78F (165238.270000 sec): 3 clusters
  Score: Raw -198664.930189 + Penalty 2536.514272 = -196128.415918
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 33 (1861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165238.400000 sec): 2 clusters
  Score: Raw -158581.046885 + Penalty 1223.441254 = -157357.605631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165238.590000 sec): 3 clusters
  Score: Raw -157827.725380 + Penalty 2446.882508 = -155380.842872
  nChanged 661
		SP:Iteration 1F (165238.790000 sec): 3 clusters
  Score: Raw -158265.409349 + Penalty 2446.882508 = -155818.526841
  nChanged 150
		SP:Iteration 2F (165238.970000 sec): 3 clusters
  Score: Raw -158380.014587 + Penalty 2446.882508 = -155933.132078
  nChanged 92
		SP:Iteration 3Q (165239.180000 sec): 3 clusters
  Score: Raw -158455.190714 + Penalty 2446.882508 = -156008.308206
  nChanged 79
		SP:Iteration 4Q (165239.310000 sec): 3 clusters
  Score: Raw -158515.477627 + Penalty 2446.882508 = -156068.595119
  nChanged 68
		SP:Iteration 5Q (165239.500000 sec): 3 clusters
  Score: Raw -158584.702826 + Penalty 2446.882508 = -156137.820318
  nChanged 63
		SP:Iteration 6Q (165239.710000 sec): 3 clusters
  Score: Raw -158647.622253 + Penalty 2446.882508 = -156200.739745
  nChanged 56
		SP:Iteration 7Q (165239.900000 sec): 3 clusters
  Score: Raw -158710.809760 + Penalty 2446.882508 = -156263.927251
  nChanged 54
		SP:Iteration 8Q (165240.080000 sec): 3 clusters
  Score: Raw -158774.097604 + Penalty 2446.882508 = -156327.215096
  nChanged 59
		SP:Iteration 9Q (165240.290000 sec): 3 clusters
  Score: Raw -158830.395404 + Penalty 2446.882508 = -156383.512895
  nChanged 52
		SP:Iteration 10Q (165240.470000 sec): 3 clusters
  Score: Raw -158878.188440 + Penalty 2446.882508 = -156431.305932
  nChanged 53
		SP:Iteration 11Q (165240.680000 sec): 3 clusters
  Score: Raw -158922.351817 + Penalty 2446.882508 = -156475.469309
  nChanged 37
		SP:Iteration 12Q (165240.890000 sec): 3 clusters
  Score: Raw -158947.911039 + Penalty 2446.882508 = -156501.028530
  nChanged 30
		SP:Iteration 13Q (165241.100000 sec): 3 clusters
  Score: Raw -158968.282885 + Penalty 2446.882508 = -156521.400376
  nChanged 17
		SP:Iteration 14Q (165241.320000 sec): 3 clusters
  Score: Raw -158976.115418 + Penalty 2446.882508 = -156529.232910
  nChanged 10
		SP:Iteration 15Q (165241.430000 sec): 3 clusters
  Score: Raw -158980.495553 + Penalty 2446.882508 = -156533.613045
  nChanged 6
		SP:Iteration 16Q (165241.590000 sec): 3 clusters
  Score: Raw -158983.513659 + Penalty 2446.882508 = -156536.631151
  nChanged 5
		SP:Iteration 17Q (165241.780000 sec): 3 clusters
  Score: Raw -158986.865798 + Penalty 2446.882508 = -156539.983289
  nChanged 7
		SP:Iteration 18Q (165242.000000 sec): 3 clusters
  Score: Raw -158993.682576 + Penalty 2446.882508 = -156546.800067
  nChanged 7
		SP:Iteration 19Q (165242.150000 sec): 3 clusters
  Score: Raw -158997.542684 + Penalty 2446.882508 = -156550.660176
  nChanged 11
		SP:Iteration 20F (165242.360000 sec): 3 clusters
  Score: Raw -159002.836766 + Penalty 2446.882508 = -156555.954258
  nChanged 6
		SP:Iteration 21Q (165242.510000 sec): 3 clusters
  Score: Raw -159005.747935 + Penalty 2446.882508 = -156558.865426
  nChanged 5
		SP:Iteration 22Q (165242.730000 sec): 3 clusters
  Score: Raw -159009.057683 + Penalty 2446.882508 = -156562.175174
  nChanged 10
		SP:Iteration 23Q (165242.930000 sec): 3 clusters
  Score: Raw -159013.363254 + Penalty 2446.882508 = -156566.480746
  nChanged 3
		SP:Iteration 24Q (165243.110000 sec): 3 clusters
  Score: Raw -159014.906030 + Penalty 2446.882508 = -156568.023521
  nChanged 7
		SP:Iteration 25Q (165243.280000 sec): 3 clusters
  Score: Raw -159017.761487 + Penalty 2446.882508 = -156570.878978
  nChanged 4
		SP:Iteration 26Q (165243.490000 sec): 3 clusters
  Score: Raw -159021.911231 + Penalty 2446.882508 = -156575.028723
  nChanged 11
		SP:Iteration 27Q (165243.650000 sec): 3 clusters
  Score: Raw -159029.939153 + Penalty 2446.882508 = -156583.056644
  nChanged 3
		SP:Iteration 28Q (165243.850000 sec): 3 clusters
  Score: Raw -159032.670697 + Penalty 2446.882508 = -156585.788188
  nChanged 1
		SP:Iteration 29Q (165244.050000 sec): 3 clusters
  Score: Raw -159033.717625 + Penalty 2446.882508 = -156586.835116
  nChanged 1
		SP:Iteration 30Q (165244.210000 sec): 3 clusters
  Score: Raw -159034.350190 + Penalty 2446.882508 = -156587.467682
  nChanged 1
		SP:Iteration 31Q (165244.430000 sec): 3 clusters
  Score: Raw -159035.008335 + Penalty 2446.882508 = -156588.125827
  nChanged 3
		SP:Iteration 32Q (165244.590000 sec): 3 clusters
  Score: Raw -159036.624377 + Penalty 2446.882508 = -156589.741869
  nChanged 2
		SP:Iteration 33Q (165244.800000 sec): 3 clusters
  Score: Raw -159037.350932 + Penalty 2446.882508 = -156590.468424
  nChanged 4
		SP:Iteration 34Q (165244.960000 sec): 3 clusters
  Score: Raw -159039.083833 + Penalty 2446.882508 = -156592.201325
  nChanged 3
		SP:Iteration 35Q (165245.130000 sec): 3 clusters
  Score: Raw -159040.684061 + Penalty 2446.882508 = -156593.801553
  nChanged 5
		SP:Iteration 36Q (165245.300000 sec): 3 clusters
  Score: Raw -159044.857032 + Penalty 2446.882508 = -156597.974524
  nChanged 5
		SP:Iteration 37Q (165245.510000 sec): 3 clusters
  Score: Raw -159047.474010 + Penalty 2446.882508 = -156600.591501
  nChanged 4
		SP:Iteration 38Q (165245.710000 sec): 3 clusters
  Score: Raw -159049.079252 + Penalty 2446.882508 = -156602.196744
  nChanged 2
		SP:Iteration 39Q (165245.930000 sec): 3 clusters
  Score: Raw -159050.409171 + Penalty 2446.882508 = -156603.526663
  nChanged 1
		SP:Iteration 40F (165246.100000 sec): 3 clusters
  Score: Raw -159051.297353 + Penalty 2446.882508 = -156604.414845
  nChanged 2
		SP:Iteration 41Q (165246.310000 sec): 3 clusters
  Score: Raw -159051.890647 + Penalty 2446.882508 = -156605.008138
  nChanged 2
		SP:Iteration 42Q (165246.520000 sec): 3 clusters
  Score: Raw -159053.087362 + Penalty 2446.882508 = -156606.204853
  nChanged 2
		SP:Iteration 43Q (165246.670000 sec): 3 clusters
  Score: Raw -159054.427202 + Penalty 2446.882508 = -156607.544693
  nChanged 1
		SP:Iteration 44Q (165246.890000 sec): 3 clusters
  Score: Raw -159054.889320 + Penalty 2446.882508 = -156608.006812
  nChanged 2
		SP:Iteration 45Q (165247.090000 sec): 3 clusters
  Score: Raw -159056.201495 + Penalty 2446.882508 = -156609.318986
  nChanged 2
		SP:Iteration 46Q (165247.290000 sec): 3 clusters
  Score: Raw -159057.719793 + Penalty 2446.882508 = -156610.837285
  nChanged 5
		SP:Iteration 47Q (165247.540000 sec): 3 clusters
  Score: Raw -159061.579224 + Penalty 2446.882508 = -156614.696716
  nChanged 10
		SP:Iteration 48Q (165247.720000 sec): 3 clusters
  Score: Raw -159068.479325 + Penalty 2446.882508 = -156621.596816
  nChanged 9
		SP:Iteration 49Q (165247.950000 sec): 3 clusters
  Score: Raw -159072.748300 + Penalty 2446.882508 = -156625.865791
  nChanged 7
		SP:Iteration 50Q (165248.120000 sec): 3 clusters
  Score: Raw -159076.613778 + Penalty 2446.882508 = -156629.731269
  nChanged 8
		SP:Iteration 51Q (165248.350000 sec): 3 clusters
  Score: Raw -159080.916880 + Penalty 2446.882508 = -156634.034372
  nChanged 8
		SP:Iteration 52Q (165248.520000 sec): 3 clusters
  Score: Raw -159085.580218 + Penalty 2446.882508 = -156638.697709
  nChanged 5
		SP:Iteration 53Q (165248.710000 sec): 3 clusters
  Score: Raw -159089.114320 + Penalty 2446.882508 = -156642.231812
  nChanged 3
		SP:Iteration 54Q (165248.870000 sec): 3 clusters
  Score: Raw -159090.196733 + Penalty 2446.882508 = -156643.314224
  nChanged 3
		SP:Iteration 55Q (165249.070000 sec): 3 clusters
  Score: Raw -159091.040834 + Penalty 2446.882508 = -156644.158326
  nChanged 0
		SP:Iteration 56F (165249.210000 sec): 3 clusters
  Score: Raw -159091.040834 + Penalty 2446.882508 = -156644.158326
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 34 (10370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165249.330000 sec): 2 clusters
  Score: Raw -831580.186403 + Penalty 1502.584249 = -830077.602154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165249.530000 sec): 3 clusters
  Score: Raw -825737.711399 + Penalty 3005.168498 = -822732.542901
  nChanged 4451
		SP:Iteration 1F (165249.750000 sec): 3 clusters
  Score: Raw -828273.985562 + Penalty 3005.168498 = -825268.817065
  nChanged 681
		SP:Iteration 2F (165249.910000 sec): 3 clusters
  Score: Raw -828611.078640 + Penalty 3005.168498 = -825605.910143
  nChanged 595
		SP:Iteration 3F (165250.130000 sec): 3 clusters
  Score: Raw -828906.533245 + Penalty 3005.168498 = -825901.364747
  nChanged 493
		SP:Iteration 4Q (165250.320000 sec): 3 clusters
  Score: Raw -829157.103101 + Penalty 3005.168498 = -826151.934603
  nChanged 454
		SP:Iteration 5Q (165250.500000 sec): 3 clusters
  Score: Raw -829394.691045 + Penalty 3005.168498 = -826389.522547
  nChanged 460
		SP:Iteration 6Q (165250.750000 sec): 3 clusters
  Score: Raw -829683.878834 + Penalty 3005.168498 = -826678.710336
  nChanged 504
		SP:Iteration 7Q (165250.990000 sec): 3 clusters
  Score: Raw -830054.083200 + Penalty 3005.168498 = -827048.914703
  nChanged 524
		SP:Iteration 8F (165251.280000 sec): 3 clusters
  Score: Raw -830453.521755 + Penalty 3005.168498 = -827448.353257
  nChanged 515
		SP:Iteration 9Q (165251.490000 sec): 3 clusters
  Score: Raw -830843.820011 + Penalty 3005.168498 = -827838.651513
  nChanged 428
		SP:Iteration 10Q (165251.750000 sec): 3 clusters
  Score: Raw -831092.315136 + Penalty 3005.168498 = -828087.146638
  nChanged 323
		SP:Iteration 11Q (165251.980000 sec): 3 clusters
  Score: Raw -831239.359425 + Penalty 3005.168498 = -828234.190927
  nChanged 227
		SP:Iteration 12Q (165252.220000 sec): 3 clusters
  Score: Raw -831329.177205 + Penalty 3005.168498 = -828324.008707
  nChanged 154
		SP:Iteration 13Q (165252.430000 sec): 3 clusters
  Score: Raw -831385.863639 + Penalty 3005.168498 = -828380.695141
  nChanged 128
		SP:Iteration 14Q (165252.660000 sec): 3 clusters
  Score: Raw -831428.997618 + Penalty 3005.168498 = -828423.829120
  nChanged 98
		SP:Iteration 15Q (165252.920000 sec): 3 clusters
  Score: Raw -831457.065429 + Penalty 3005.168498 = -828451.896931
  nChanged 85
		SP:Iteration 16Q (165253.160000 sec): 3 clusters
  Score: Raw -831481.489000 + Penalty 3005.168498 = -828476.320502
  nChanged 90
		SP:Iteration 17Q (165253.370000 sec): 3 clusters
  Score: Raw -831503.230382 + Penalty 3005.168498 = -828498.061884
  nChanged 82
		SP:Iteration 18Q (165253.610000 sec): 3 clusters
  Score: Raw -831528.105741 + Penalty 3005.168498 = -828522.937243
  nChanged 78
		SP:Iteration 19Q (165253.820000 sec): 3 clusters
  Score: Raw -831550.537987 + Penalty 3005.168498 = -828545.369489
  nChanged 84
		SP:Iteration 20F (165254.030000 sec): 3 clusters
  Score: Raw -831578.903234 + Penalty 3005.168498 = -828573.734736
  nChanged 95
		SP:Iteration 21Q (165254.280000 sec): 3 clusters
  Score: Raw -831610.067575 + Penalty 3005.168498 = -828604.899077
  nChanged 92
		SP:Iteration 22Q (165254.520000 sec): 3 clusters
  Score: Raw -831636.851714 + Penalty 3005.168498 = -828631.683216
  nChanged 66
		SP:Iteration 23Q (165254.710000 sec): 3 clusters
  Score: Raw -831655.826968 + Penalty 3005.168498 = -828650.658470
  nChanged 76
		SP:Iteration 24Q (165254.950000 sec): 3 clusters
  Score: Raw -831676.001304 + Penalty 3005.168498 = -828670.832806
  nChanged 64
		SP:Iteration 25Q (165255.170000 sec): 3 clusters
  Score: Raw -831691.813413 + Penalty 3005.168498 = -828686.644915
  nChanged 60
		SP:Iteration 26Q (165255.380000 sec): 3 clusters
  Score: Raw -831710.025242 + Penalty 3005.168498 = -828704.856744
  nChanged 56
		SP:Iteration 27Q (165255.590000 sec): 3 clusters
  Score: Raw -831723.812267 + Penalty 3005.168498 = -828718.643769
  nChanged 52
		SP:Iteration 28Q (165255.830000 sec): 3 clusters
  Score: Raw -831741.260595 + Penalty 3005.168498 = -828736.092097
  nChanged 61
		SP:Iteration 29Q (165256.070000 sec): 3 clusters
  Score: Raw -831764.006085 + Penalty 3005.168498 = -828758.837587
  nChanged 64
		SP:Iteration 30Q (165256.290000 sec): 3 clusters
  Score: Raw -831790.355110 + Penalty 3005.168498 = -828785.186612
  nChanged 75
		SP:Iteration 31Q (165256.510000 sec): 3 clusters
  Score: Raw -831821.033352 + Penalty 3005.168498 = -828815.864854
  nChanged 82
		SP:Iteration 32Q (165256.760000 sec): 3 clusters
  Score: Raw -831858.080583 + Penalty 3005.168498 = -828852.912085
  nChanged 103
		SP:Iteration 33Q (165256.970000 sec): 3 clusters
  Score: Raw -831911.875946 + Penalty 3005.168498 = -828906.707448
  nChanged 104
		SP:Iteration 34Q (165257.210000 sec): 3 clusters
  Score: Raw -831977.516420 + Penalty 3005.168498 = -828972.347922
  nChanged 112
		SP:Iteration 35Q (165257.440000 sec): 3 clusters
  Score: Raw -832041.405722 + Penalty 3005.168498 = -829036.237224
  nChanged 91
		SP:Iteration 36Q (165257.670000 sec): 3 clusters
  Score: Raw -832089.062096 + Penalty 3005.168498 = -829083.893598
  nChanged 77
		SP:Iteration 37Q (165257.890000 sec): 3 clusters
  Score: Raw -832119.446066 + Penalty 3005.168498 = -829114.277568
  nChanged 64
		SP:Iteration 38Q (165258.110000 sec): 3 clusters
  Score: Raw -832143.134042 + Penalty 3005.168498 = -829137.965545
  nChanged 47
		SP:Iteration 39Q (165258.390000 sec): 3 clusters
  Score: Raw -832156.016598 + Penalty 3005.168498 = -829150.848100
  nChanged 36
		SP:Iteration 40F (165258.650000 sec): 3 clusters
  Score: Raw -832166.013519 + Penalty 3005.168498 = -829160.845021
  nChanged 38
		SP:Iteration 41Q (165258.840000 sec): 3 clusters
  Score: Raw -832175.813047 + Penalty 3005.168498 = -829170.644549
  nChanged 27
		SP:Iteration 42Q (165259.120000 sec): 3 clusters
  Score: Raw -832179.936574 + Penalty 3005.168498 = -829174.768076
  nChanged 14
		SP:Iteration 43Q (165259.310000 sec): 3 clusters
  Score: Raw -832182.827567 + Penalty 3005.168498 = -829177.659069
  nChanged 18
		SP:Iteration 44Q (165259.530000 sec): 3 clusters
  Score: Raw -832187.063539 + Penalty 3005.168498 = -829181.895041
  nChanged 18
		SP:Iteration 45Q (165259.750000 sec): 3 clusters
  Score: Raw -832191.556219 + Penalty 3005.168498 = -829186.387721
  nChanged 15
		SP:Iteration 46Q (165260.010000 sec): 3 clusters
  Score: Raw -832194.625817 + Penalty 3005.168498 = -829189.457319
  nChanged 8
		SP:Iteration 47Q (165260.210000 sec): 3 clusters
  Score: Raw -832195.708719 + Penalty 3005.168498 = -829190.540221
  nChanged 8
		SP:Iteration 48Q (165260.410000 sec): 3 clusters
  Score: Raw -832197.098228 + Penalty 3005.168498 = -829191.929730
  nChanged 2
		SP:Iteration 49Q (165260.600000 sec): 3 clusters
  Score: Raw -832197.279260 + Penalty 3005.168498 = -829192.110762
  nChanged 2
		SP:Iteration 50Q (165260.840000 sec): 3 clusters
  Score: Raw -832197.468223 + Penalty 3005.168498 = -829192.299726
  nChanged 0
		SP:Iteration 51F (165261.140000 sec): 3 clusters
  Score: Raw -832197.468223 + Penalty 3005.168498 = -829192.299726
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 35 (22955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165261.280000 sec): 2 clusters
  Score: Raw -1896977.225782 + Penalty 1631.709797 = -1895345.515985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165261.630000 sec): 3 clusters
  Score: Raw -1883090.846189 + Penalty 3263.419593 = -1879827.426595
  nChanged 10365
		SP:Iteration 1F (165261.910000 sec): 3 clusters
  Score: Raw -1888666.395866 + Penalty 3263.419593 = -1885402.976272
  nChanged 1066
		SP:Iteration 2Q (165262.210000 sec): 3 clusters
  Score: Raw -1889007.098474 + Penalty 3263.419593 = -1885743.678881
  nChanged 1054
		SP:Iteration 3Q (165262.520000 sec): 3 clusters
  Score: Raw -1889387.902446 + Penalty 3263.419593 = -1886124.482853
  nChanged 1080
		SP:Iteration 4Q (165262.850000 sec): 3 clusters
  Score: Raw -1889836.964566 + Penalty 3263.419593 = -1886573.544973
  nChanged 1247
		SP:Iteration 5F (165263.170000 sec): 3 clusters
  Score: Raw -1890488.596221 + Penalty 3263.419593 = -1887225.176628
  nChanged 1405
		SP:Iteration 6F (165263.420000 sec): 3 clusters
  Score: Raw -1891315.348194 + Penalty 3263.419593 = -1888051.928600
  nChanged 1509
		SP:Iteration 7F (165263.730000 sec): 3 clusters
  Score: Raw -1892418.552568 + Penalty 3263.419593 = -1889155.132975
  nChanged 1600
		SP:Iteration 8F (165263.940000 sec): 3 clusters
  Score: Raw -1893755.336178 + Penalty 3263.419593 = -1890491.916584
  nChanged 1400
		SP:Iteration 9F (165264.250000 sec): 3 clusters
  Score: Raw -1895030.427271 + Penalty 3263.419593 = -1891767.007677
  nChanged 1069
		SP:Iteration 10Q (165264.530000 sec): 3 clusters
  Score: Raw -1896020.350459 + Penalty 3263.419593 = -1892756.930866
  nChanged 655
		SP:Iteration 11Q (165264.830000 sec): 3 clusters
  Score: Raw -1896595.710614 + Penalty 3263.419593 = -1893332.291021
  nChanged 322
		SP:Iteration 12Q (165265.100000 sec): 3 clusters
  Score: Raw -1896871.763349 + Penalty 3263.419593 = -1893608.343756
  nChanged 154
		SP:Iteration 13Q (165265.420000 sec): 3 clusters
  Score: Raw -1897004.413402 + Penalty 3263.419593 = -1893740.993809
  nChanged 78
		SP:Iteration 14Q (165265.690000 sec): 3 clusters
  Score: Raw -1897077.862223 + Penalty 3263.419593 = -1893814.442629
  nChanged 52
		SP:Iteration 15Q (165265.970000 sec): 3 clusters
  Score: Raw -1897110.869291 + Penalty 3263.419593 = -1893847.449697
  nChanged 25
		SP:Iteration 16Q (165266.230000 sec): 3 clusters
  Score: Raw -1897131.826792 + Penalty 3263.419593 = -1893868.407199
  nChanged 24
		SP:Iteration 17Q (165266.460000 sec): 3 clusters
  Score: Raw -1897151.493952 + Penalty 3263.419593 = -1893888.074359
  nChanged 22
		SP:Iteration 18Q (165266.770000 sec): 3 clusters
  Score: Raw -1897165.333151 + Penalty 3263.419593 = -1893901.913558
  nChanged 12
		SP:Iteration 19Q (165267.050000 sec): 3 clusters
  Score: Raw -1897176.719334 + Penalty 3263.419593 = -1893913.299741
  nChanged 8
		SP:Iteration 20F (165267.350000 sec): 3 clusters
  Score: Raw -1897186.820651 + Penalty 3263.419593 = -1893923.401057
  nChanged 9
		SP:Iteration 21Q (165267.620000 sec): 3 clusters
  Score: Raw -1897191.400066 + Penalty 3263.419593 = -1893927.980473
  nChanged 4
		SP:Iteration 22Q (165267.880000 sec): 3 clusters
  Score: Raw -1897193.309792 + Penalty 3263.419593 = -1893929.890199
  nChanged 2
		SP:Iteration 23Q (165268.130000 sec): 3 clusters
  Score: Raw -1897194.842655 + Penalty 3263.419593 = -1893931.423062
  nChanged 1
		SP:Iteration 24Q (165268.390000 sec): 3 clusters
  Score: Raw -1897195.616180 + Penalty 3263.419593 = -1893932.196586
  nChanged 3
		SP:Iteration 25Q (165268.650000 sec): 3 clusters
  Score: Raw -1897197.388050 + Penalty 3263.419593 = -1893933.968456
  nChanged 2
		SP:Iteration 26Q (165268.940000 sec): 3 clusters
  Score: Raw -1897199.710722 + Penalty 3263.419593 = -1893936.291129
  nChanged 5
		SP:Iteration 27Q (165269.200000 sec): 3 clusters
  Score: Raw -1897203.559427 + Penalty 3263.419593 = -1893940.139834
  nChanged 4
		SP:Iteration 28Q (165269.520000 sec): 3 clusters
  Score: Raw -1897206.746061 + Penalty 3263.419593 = -1893943.326468
  nChanged 4
		SP:Iteration 29Q (165269.730000 sec): 3 clusters
  Score: Raw -1897213.012286 + Penalty 3263.419593 = -1893949.592693
  nChanged 6
		SP:Iteration 30Q (165270.000000 sec): 3 clusters
  Score: Raw -1897219.228729 + Penalty 3263.419593 = -1893955.809135
  nChanged 5
		SP:Iteration 31Q (165270.250000 sec): 3 clusters
  Score: Raw -1897224.650360 + Penalty 3263.419593 = -1893961.230767
  nChanged 3
		SP:Iteration 32Q (165270.560000 sec): 3 clusters
  Score: Raw -1897227.043805 + Penalty 3263.419593 = -1893963.624211
  nChanged 3
		SP:Iteration 33Q (165270.850000 sec): 3 clusters
  Score: Raw -1897229.020256 + Penalty 3263.419593 = -1893965.600663
  nChanged 1
		SP:Iteration 34Q (165271.120000 sec): 3 clusters
  Score: Raw -1897229.546372 + Penalty 3263.419593 = -1893966.126778
  nChanged 2
		SP:Iteration 35Q (165271.430000 sec): 3 clusters
  Score: Raw -1897231.504995 + Penalty 3263.419593 = -1893968.085402
  nChanged 1
		SP:Iteration 36Q (165271.640000 sec): 3 clusters
  Score: Raw -1897232.134464 + Penalty 3263.419593 = -1893968.714871
  nChanged 1
		SP:Iteration 37Q (165271.930000 sec): 3 clusters
  Score: Raw -1897233.600240 + Penalty 3263.419593 = -1893970.180646
  nChanged 2
		SP:Iteration 38Q (165272.260000 sec): 3 clusters
  Score: Raw -1897235.442568 + Penalty 3263.419593 = -1893972.022975
  nChanged 1
		SP:Iteration 39Q (165272.490000 sec): 3 clusters
  Score: Raw -1897237.167214 + Penalty 3263.419593 = -1893973.747621
  nChanged 2
		SP:Iteration 40F (165272.760000 sec): 3 clusters
  Score: Raw -1897238.923563 + Penalty 3263.419593 = -1893975.503970
  nChanged 4
		SP:Iteration 41Q (165273.080000 sec): 3 clusters
  Score: Raw -1897242.972479 + Penalty 3263.419593 = -1893979.552886
  nChanged 4
		SP:Iteration 42Q (165273.330000 sec): 3 clusters
  Score: Raw -1897247.461855 + Penalty 3263.419593 = -1893984.042261
  nChanged 4
		SP:Iteration 43Q (165273.660000 sec): 3 clusters
  Score: Raw -1897249.681251 + Penalty 3263.419593 = -1893986.261658
  nChanged 3
		SP:Iteration 44Q (165273.920000 sec): 3 clusters
  Score: Raw -1897252.064090 + Penalty 3263.419593 = -1893988.644497
  nChanged 2
		SP:Iteration 45Q (165274.230000 sec): 3 clusters
  Score: Raw -1897254.292038 + Penalty 3263.419593 = -1893990.872444
  nChanged 0
		SP:Iteration 46F (165274.490000 sec): 3 clusters
  Score: Raw -1897254.292038 + Penalty 3263.419593 = -1893990.872444
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 36 (22164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165274.660000 sec): 2 clusters
  Score: Raw -1892632.187139 + Penalty 1626.011502 = -1891006.175637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165274.990000 sec): 3 clusters
  Score: Raw -1879202.723979 + Penalty 3252.023005 = -1875950.700975
  nChanged 10079
		SP:Iteration 1F (165275.290000 sec): 3 clusters
  Score: Raw -1884694.085244 + Penalty 3252.023005 = -1881442.062239
  nChanged 1095
		SP:Iteration 2Q (165275.600000 sec): 3 clusters
  Score: Raw -1885075.789165 + Penalty 3252.023005 = -1881823.766160
  nChanged 980
		SP:Iteration 3Q (165275.920000 sec): 3 clusters
  Score: Raw -1885461.489804 + Penalty 3252.023005 = -1882209.466800
  nChanged 908
		SP:Iteration 4Q (165276.190000 sec): 3 clusters
  Score: Raw -1885929.814047 + Penalty 3252.023005 = -1882677.791042
  nChanged 981
		SP:Iteration 5Q (165276.550000 sec): 3 clusters
  Score: Raw -1886516.365858 + Penalty 3252.023005 = -1883264.342853
  nChanged 1047
		SP:Iteration 6Q (165276.860000 sec): 3 clusters
  Score: Raw -1887147.892848 + Penalty 3252.023005 = -1883895.869843
  nChanged 1088
		SP:Iteration 7Q (165277.140000 sec): 3 clusters
  Score: Raw -1887814.951139 + Penalty 3252.023005 = -1884562.928134
  nChanged 1117
		SP:Iteration 8F (165277.440000 sec): 3 clusters
  Score: Raw -1888488.301434 + Penalty 3252.023005 = -1885236.278429
  nChanged 1004
		SP:Iteration 9Q (165277.760000 sec): 3 clusters
  Score: Raw -1888996.937566 + Penalty 3252.023005 = -1885744.914561
  nChanged 884
		SP:Iteration 10Q (165278.090000 sec): 3 clusters
  Score: Raw -1889420.751827 + Penalty 3252.023005 = -1886168.728822
  nChanged 802
		SP:Iteration 11Q (165278.370000 sec): 3 clusters
  Score: Raw -1889780.478805 + Penalty 3252.023005 = -1886528.455801
  nChanged 672
		SP:Iteration 12Q (165278.740000 sec): 3 clusters
  Score: Raw -1890053.929274 + Penalty 3252.023005 = -1886801.906270
  nChanged 546
		SP:Iteration 13Q (165279.010000 sec): 3 clusters
  Score: Raw -1890262.952434 + Penalty 3252.023005 = -1887010.929429
  nChanged 527
		SP:Iteration 14Q (165279.360000 sec): 3 clusters
  Score: Raw -1890456.475104 + Penalty 3252.023005 = -1887204.452100
  nChanged 488
		SP:Iteration 15Q (165279.620000 sec): 3 clusters
  Score: Raw -1890615.227053 + Penalty 3252.023005 = -1887363.204048
  nChanged 394
		SP:Iteration 16Q (165279.930000 sec): 3 clusters
  Score: Raw -1890727.791879 + Penalty 3252.023005 = -1887475.768875
  nChanged 321
		SP:Iteration 17Q (165280.250000 sec): 3 clusters
  Score: Raw -1890815.699565 + Penalty 3252.023005 = -1887563.676561
  nChanged 321
		SP:Iteration 18Q (165280.580000 sec): 3 clusters
  Score: Raw -1890895.684552 + Penalty 3252.023005 = -1887643.661547
  nChanged 303
		SP:Iteration 19Q (165280.850000 sec): 3 clusters
  Score: Raw -1890965.169655 + Penalty 3252.023005 = -1887713.146650
  nChanged 285
		SP:Iteration 20F (165281.110000 sec): 3 clusters
  Score: Raw -1891030.255783 + Penalty 3252.023005 = -1887778.232778
  nChanged 265
		SP:Iteration 21Q (165281.480000 sec): 3 clusters
  Score: Raw -1891091.887126 + Penalty 3252.023005 = -1887839.864121
  nChanged 246
		SP:Iteration 22Q (165281.720000 sec): 3 clusters
  Score: Raw -1891146.735288 + Penalty 3252.023005 = -1887894.712283
  nChanged 259
		SP:Iteration 23Q (165282.040000 sec): 3 clusters
  Score: Raw -1891204.369058 + Penalty 3252.023005 = -1887952.346053
  nChanged 255
		SP:Iteration 24Q (165282.370000 sec): 3 clusters
  Score: Raw -1891258.469420 + Penalty 3252.023005 = -1888006.446416
  nChanged 232
		SP:Iteration 25Q (165282.650000 sec): 3 clusters
  Score: Raw -1891311.327584 + Penalty 3252.023005 = -1888059.304579
  nChanged 235
		SP:Iteration 26Q (165282.960000 sec): 3 clusters
  Score: Raw -1891367.666415 + Penalty 3252.023005 = -1888115.643411
  nChanged 242
		SP:Iteration 27Q (165283.210000 sec): 3 clusters
  Score: Raw -1891426.880225 + Penalty 3252.023005 = -1888174.857220
  nChanged 215
		SP:Iteration 28Q (165283.490000 sec): 3 clusters
  Score: Raw -1891476.158114 + Penalty 3252.023005 = -1888224.135109
  nChanged 207
		SP:Iteration 29Q (165283.770000 sec): 3 clusters
  Score: Raw -1891520.881244 + Penalty 3252.023005 = -1888268.858240
  nChanged 193
		SP:Iteration 30Q (165284.120000 sec): 3 clusters
  Score: Raw -1891564.114932 + Penalty 3252.023005 = -1888312.091928
  nChanged 189
		SP:Iteration 31Q (165284.430000 sec): 3 clusters
  Score: Raw -1891611.296676 + Penalty 3252.023005 = -1888359.273671
  nChanged 176
		SP:Iteration 32Q (165284.720000 sec): 3 clusters
  Score: Raw -1891654.240138 + Penalty 3252.023005 = -1888402.217134
  nChanged 166
		SP:Iteration 33Q (165284.990000 sec): 3 clusters
  Score: Raw -1891695.188949 + Penalty 3252.023005 = -1888443.165944
  nChanged 181
		SP:Iteration 34Q (165285.300000 sec): 3 clusters
  Score: Raw -1891739.935077 + Penalty 3252.023005 = -1888487.912073
  nChanged 179
		SP:Iteration 35Q (165285.590000 sec): 3 clusters
  Score: Raw -1891778.656248 + Penalty 3252.023005 = -1888526.633243
  nChanged 162
		SP:Iteration 36Q (165285.840000 sec): 3 clusters
  Score: Raw -1891820.759256 + Penalty 3252.023005 = -1888568.736252
  nChanged 196
		SP:Iteration 37Q (165286.120000 sec): 3 clusters
  Score: Raw -1891877.052365 + Penalty 3252.023005 = -1888625.029360
  nChanged 186
		SP:Iteration 38Q (165286.430000 sec): 3 clusters
  Score: Raw -1891934.571804 + Penalty 3252.023005 = -1888682.548800
  nChanged 178
		SP:Iteration 39Q (165286.750000 sec): 3 clusters
  Score: Raw -1891983.164029 + Penalty 3252.023005 = -1888731.141025
  nChanged 164
		SP:Iteration 40F (165287.040000 sec): 3 clusters
  Score: Raw -1892033.409725 + Penalty 3252.023005 = -1888781.386720
  nChanged 160
		SP:Iteration 41Q (165287.340000 sec): 3 clusters
  Score: Raw -1892083.372665 + Penalty 3252.023005 = -1888831.349660
  nChanged 154
		SP:Iteration 42Q (165287.650000 sec): 3 clusters
  Score: Raw -1892134.108611 + Penalty 3252.023005 = -1888882.085606
  nChanged 156
		SP:Iteration 43Q (165287.930000 sec): 3 clusters
  Score: Raw -1892181.049114 + Penalty 3252.023005 = -1888929.026109
  nChanged 121
		SP:Iteration 44Q (165288.230000 sec): 3 clusters
  Score: Raw -1892216.972186 + Penalty 3252.023005 = -1888964.949181
  nChanged 114
		SP:Iteration 45Q (165288.520000 sec): 3 clusters
  Score: Raw -1892255.239571 + Penalty 3252.023005 = -1889003.216566
  nChanged 112
		SP:Iteration 46Q (165288.820000 sec): 3 clusters
  Score: Raw -1892298.892860 + Penalty 3252.023005 = -1889046.869856
  nChanged 120
		SP:Iteration 47Q (165289.130000 sec): 3 clusters
  Score: Raw -1892351.629227 + Penalty 3252.023005 = -1889099.606222
  nChanged 117
		SP:Iteration 48Q (165289.400000 sec): 3 clusters
  Score: Raw -1892403.114700 + Penalty 3252.023005 = -1889151.091695
  nChanged 120
		SP:Iteration 49Q (165289.690000 sec): 3 clusters
  Score: Raw -1892455.853510 + Penalty 3252.023005 = -1889203.830505
  nChanged 106
		SP:Iteration 50Q (165290.040000 sec): 3 clusters
  Score: Raw -1892496.998218 + Penalty 3252.023005 = -1889244.975213
  nChanged 92
		SP:Iteration 51Q (165290.250000 sec): 3 clusters
  Score: Raw -1892534.109733 + Penalty 3252.023005 = -1889282.086728
  nChanged 82
		SP:Iteration 52Q (165290.530000 sec): 3 clusters
  Score: Raw -1892569.098304 + Penalty 3252.023005 = -1889317.075299
  nChanged 87
		SP:Iteration 53Q (165290.840000 sec): 3 clusters
  Score: Raw -1892606.597815 + Penalty 3252.023005 = -1889354.574810
  nChanged 75
		SP:Iteration 54Q (165291.110000 sec): 3 clusters
  Score: Raw -1892641.463297 + Penalty 3252.023005 = -1889389.440292
  nChanged 68
		SP:Iteration 55Q (165291.360000 sec): 3 clusters
  Score: Raw -1892670.643039 + Penalty 3252.023005 = -1889418.620034
  nChanged 49
		SP:Iteration 56Q (165291.660000 sec): 3 clusters
  Score: Raw -1892691.328837 + Penalty 3252.023005 = -1889439.305832
  nChanged 42
		SP:Iteration 57Q (165291.940000 sec): 3 clusters
  Score: Raw -1892711.224685 + Penalty 3252.023005 = -1889459.201681
  nChanged 34
		SP:Iteration 58Q (165292.240000 sec): 3 clusters
  Score: Raw -1892728.901204 + Penalty 3252.023005 = -1889476.878200
  nChanged 32
		SP:Iteration 59Q (165292.530000 sec): 3 clusters
  Score: Raw -1892744.271560 + Penalty 3252.023005 = -1889492.248556
  nChanged 27
		SP:Iteration 60F (165292.820000 sec): 3 clusters
  Score: Raw -1892758.935017 + Penalty 3252.023005 = -1889506.912012
  nChanged 25
		SP:Iteration 61Q (165293.140000 sec): 3 clusters
  Score: Raw -1892767.720703 + Penalty 3252.023005 = -1889515.697698
  nChanged 28
		SP:Iteration 62Q (165293.450000 sec): 3 clusters
  Score: Raw -1892779.349389 + Penalty 3252.023005 = -1889527.326385
  nChanged 24
		SP:Iteration 63Q (165293.740000 sec): 3 clusters
  Score: Raw -1892788.151496 + Penalty 3252.023005 = -1889536.128491
  nChanged 16
		SP:Iteration 64Q (165294.080000 sec): 3 clusters
  Score: Raw -1892794.572501 + Penalty 3252.023005 = -1889542.549496
  nChanged 18
		SP:Iteration 65Q (165294.350000 sec): 3 clusters
  Score: Raw -1892802.672743 + Penalty 3252.023005 = -1889550.649739
  nChanged 19
		SP:Iteration 66Q (165294.650000 sec): 3 clusters
  Score: Raw -1892811.682092 + Penalty 3252.023005 = -1889559.659087
  nChanged 14
		SP:Iteration 67Q (165294.940000 sec): 3 clusters
  Score: Raw -1892819.372835 + Penalty 3252.023005 = -1889567.349830
  nChanged 12
		SP:Iteration 68Q (165295.250000 sec): 3 clusters
  Score: Raw -1892824.372189 + Penalty 3252.023005 = -1889572.349184
  nChanged 11
		SP:Iteration 69Q (165295.520000 sec): 3 clusters
  Score: Raw -1892828.675507 + Penalty 3252.023005 = -1889576.652502
  nChanged 10
		SP:Iteration 70Q (165295.820000 sec): 3 clusters
  Score: Raw -1892832.509595 + Penalty 3252.023005 = -1889580.486590
  nChanged 10
		SP:Iteration 71Q (165296.070000 sec): 3 clusters
  Score: Raw -1892837.377990 + Penalty 3252.023005 = -1889585.354986
  nChanged 14
		SP:Iteration 72Q (165296.360000 sec): 3 clusters
  Score: Raw -1892845.960722 + Penalty 3252.023005 = -1889593.937717
  nChanged 18
		SP:Iteration 73Q (165296.630000 sec): 3 clusters
  Score: Raw -1892855.173439 + Penalty 3252.023005 = -1889603.150434
  nChanged 11
		SP:Iteration 74Q (165296.920000 sec): 3 clusters
  Score: Raw -1892860.321862 + Penalty 3252.023005 = -1889608.298857
  nChanged 11
		SP:Iteration 75Q (165297.190000 sec): 3 clusters
  Score: Raw -1892866.567404 + Penalty 3252.023005 = -1889614.544399
  nChanged 13
		SP:Iteration 76Q (165297.450000 sec): 3 clusters
  Score: Raw -1892871.778114 + Penalty 3252.023005 = -1889619.755109
  nChanged 13
		SP:Iteration 77Q (165297.770000 sec): 3 clusters
  Score: Raw -1892877.456477 + Penalty 3252.023005 = -1889625.433472
  nChanged 6
		SP:Iteration 78Q (165298.010000 sec): 3 clusters
  Score: Raw -1892880.018472 + Penalty 3252.023005 = -1889627.995468
  nChanged 5
		SP:Iteration 79Q (165298.300000 sec): 3 clusters
  Score: Raw -1892882.687796 + Penalty 3252.023005 = -1889630.664792
  nChanged 3
		SP:Iteration 80F (165298.610000 sec): 3 clusters
  Score: Raw -1892884.569787 + Penalty 3252.023005 = -1889632.546782
  nChanged 6
		SP:Iteration 81Q (165298.890000 sec): 3 clusters
  Score: Raw -1892887.887060 + Penalty 3252.023005 = -1889635.864055
  nChanged 7
		SP:Iteration 82Q (165299.210000 sec): 3 clusters
  Score: Raw -1892890.923077 + Penalty 3252.023005 = -1889638.900073
  nChanged 4
		SP:Iteration 83Q (165299.480000 sec): 3 clusters
  Score: Raw -1892894.212207 + Penalty 3252.023005 = -1889642.189202
  nChanged 6
		SP:Iteration 84Q (165299.760000 sec): 3 clusters
  Score: Raw -1892898.347872 + Penalty 3252.023005 = -1889646.324867
  nChanged 9
		SP:Iteration 85Q (165300.040000 sec): 3 clusters
  Score: Raw -1892903.892988 + Penalty 3252.023005 = -1889651.869983
  nChanged 7
		SP:Iteration 86Q (165300.330000 sec): 3 clusters
  Score: Raw -1892906.353519 + Penalty 3252.023005 = -1889654.330514
  nChanged 3
		SP:Iteration 87Q (165300.650000 sec): 3 clusters
  Score: Raw -1892908.082240 + Penalty 3252.023005 = -1889656.059235
  nChanged 4
		SP:Iteration 88Q (165300.890000 sec): 3 clusters
  Score: Raw -1892909.304830 + Penalty 3252.023005 = -1889657.281826
  nChanged 2
		SP:Iteration 89Q (165301.170000 sec): 3 clusters
  Score: Raw -1892910.606238 + Penalty 3252.023005 = -1889658.583233
  nChanged 2
		SP:Iteration 90Q (165301.470000 sec): 3 clusters
  Score: Raw -1892911.342714 + Penalty 3252.023005 = -1889659.319709
  nChanged 2
		SP:Iteration 91Q (165301.740000 sec): 3 clusters
  Score: Raw -1892911.952803 + Penalty 3252.023005 = -1889659.929798
  nChanged 0
		SP:Iteration 92F (165302.040000 sec): 3 clusters
  Score: Raw -1892911.952803 + Penalty 3252.023005 = -1889659.929798
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 37 (3053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165302.140000 sec): 2 clusters
  Score: Raw -251491.839940 + Penalty 1303.880499 = -250187.959441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165302.330000 sec): 3 clusters
  Score: Raw -250083.037546 + Penalty 2607.760998 = -247475.276548
  nChanged 1165
		SP:Iteration 1F (165302.450000 sec): 3 clusters
  Score: Raw -250803.740436 + Penalty 2607.760998 = -248195.979439
  nChanged 216
		SP:Iteration 2F (165302.600000 sec): 3 clusters
  Score: Raw -250950.243663 + Penalty 2607.760998 = -248342.482666
  nChanged 164
		SP:Iteration 3F (165302.750000 sec): 3 clusters
  Score: Raw -251077.164217 + Penalty 2607.760998 = -248469.403219
  nChanged 149
		SP:Iteration 4Q (165302.960000 sec): 3 clusters
  Score: Raw -251183.289634 + Penalty 2607.760998 = -248575.528636
  nChanged 128
		SP:Iteration 5Q (165303.140000 sec): 3 clusters
  Score: Raw -251269.912371 + Penalty 2607.760998 = -248662.151373
  nChanged 107
		SP:Iteration 6Q (165303.330000 sec): 3 clusters
  Score: Raw -251359.993990 + Penalty 2607.760998 = -248752.232993
  nChanged 112
		SP:Iteration 7Q (165303.560000 sec): 3 clusters
  Score: Raw -251439.356142 + Penalty 2607.760998 = -248831.595145
  nChanged 100
		SP:Iteration 8Q (165303.720000 sec): 3 clusters
  Score: Raw -251492.873382 + Penalty 2607.760998 = -248885.112384
  nChanged 74
		SP:Iteration 9Q (165303.900000 sec): 3 clusters
  Score: Raw -251538.614418 + Penalty 2607.760998 = -248930.853420
  nChanged 61
		SP:Iteration 10Q (165304.090000 sec): 3 clusters
  Score: Raw -251582.513565 + Penalty 2607.760998 = -248974.752567
  nChanged 56
		SP:Iteration 11Q (165304.310000 sec): 3 clusters
  Score: Raw -251614.575858 + Penalty 2607.760998 = -249006.814861
  nChanged 49
		SP:Iteration 12Q (165304.480000 sec): 3 clusters
  Score: Raw -251642.432918 + Penalty 2607.760998 = -249034.671920
  nChanged 53
		SP:Iteration 13Q (165304.650000 sec): 3 clusters
  Score: Raw -251675.631017 + Penalty 2607.760998 = -249067.870019
  nChanged 48
		SP:Iteration 14Q (165304.830000 sec): 3 clusters
  Score: Raw -251703.662154 + Penalty 2607.760998 = -249095.901156
  nChanged 44
		SP:Iteration 15Q (165304.990000 sec): 3 clusters
  Score: Raw -251733.208022 + Penalty 2607.760998 = -249125.447024
  nChanged 50
		SP:Iteration 16Q (165305.190000 sec): 3 clusters
  Score: Raw -251763.573334 + Penalty 2607.760998 = -249155.812337
  nChanged 41
		SP:Iteration 17Q (165305.370000 sec): 3 clusters
  Score: Raw -251788.706625 + Penalty 2607.760998 = -249180.945628
  nChanged 39
		SP:Iteration 18Q (165305.590000 sec): 3 clusters
  Score: Raw -251810.015273 + Penalty 2607.760998 = -249202.254275
  nChanged 32
		SP:Iteration 19Q (165305.770000 sec): 3 clusters
  Score: Raw -251829.153579 + Penalty 2607.760998 = -249221.392581
  nChanged 29
		SP:Iteration 20F (165305.940000 sec): 3 clusters
  Score: Raw -251842.888075 + Penalty 2607.760998 = -249235.127078
  nChanged 21
		SP:Iteration 21Q (165306.110000 sec): 3 clusters
  Score: Raw -251853.230059 + Penalty 2607.760998 = -249245.469061
  nChanged 29
		SP:Iteration 22Q (165306.300000 sec): 3 clusters
  Score: Raw -251871.604138 + Penalty 2607.760998 = -249263.843141
  nChanged 25
		SP:Iteration 23Q (165306.500000 sec): 3 clusters
  Score: Raw -251888.287210 + Penalty 2607.760998 = -249280.526212
  nChanged 34
		SP:Iteration 24Q (165306.650000 sec): 3 clusters
  Score: Raw -251904.440435 + Penalty 2607.760998 = -249296.679437
  nChanged 26
		SP:Iteration 25Q (165306.850000 sec): 3 clusters
  Score: Raw -251920.535067 + Penalty 2607.760998 = -249312.774069
  nChanged 20
		SP:Iteration 26Q (165306.990000 sec): 3 clusters
  Score: Raw -251931.744116 + Penalty 2607.760998 = -249323.983119
  nChanged 24
		SP:Iteration 27Q (165307.140000 sec): 3 clusters
  Score: Raw -251942.840853 + Penalty 2607.760998 = -249335.079855
  nChanged 18
		SP:Iteration 28Q (165307.350000 sec): 3 clusters
  Score: Raw -251950.309801 + Penalty 2607.760998 = -249342.548804
  nChanged 21
		SP:Iteration 29Q (165307.510000 sec): 3 clusters
  Score: Raw -251963.187035 + Penalty 2607.760998 = -249355.426038
  nChanged 17
		SP:Iteration 30Q (165307.750000 sec): 3 clusters
  Score: Raw -251971.104320 + Penalty 2607.760998 = -249363.343323
  nChanged 22
		SP:Iteration 31Q (165307.940000 sec): 3 clusters
  Score: Raw -251983.317592 + Penalty 2607.760998 = -249375.556594
  nChanged 21
		SP:Iteration 32Q (165308.160000 sec): 3 clusters
  Score: Raw -251994.806671 + Penalty 2607.760998 = -249387.045673
  nChanged 29
		SP:Iteration 33Q (165308.320000 sec): 3 clusters
  Score: Raw -252008.049980 + Penalty 2607.760998 = -249400.288982
  nChanged 27
		SP:Iteration 34Q (165308.510000 sec): 3 clusters
  Score: Raw -252021.976843 + Penalty 2607.760998 = -249414.215845
  nChanged 29
		SP:Iteration 35Q (165308.670000 sec): 3 clusters
  Score: Raw -252042.815010 + Penalty 2607.760998 = -249435.054013
  nChanged 40
		SP:Iteration 36Q (165308.890000 sec): 3 clusters
  Score: Raw -252064.296345 + Penalty 2607.760998 = -249456.535347
  nChanged 26
		SP:Iteration 37Q (165309.070000 sec): 3 clusters
  Score: Raw -252078.252833 + Penalty 2607.760998 = -249470.491836
  nChanged 23
		SP:Iteration 38Q (165309.240000 sec): 3 clusters
  Score: Raw -252089.086461 + Penalty 2607.760998 = -249481.325463
  nChanged 19
		SP:Iteration 39Q (165309.460000 sec): 3 clusters
  Score: Raw -252098.433784 + Penalty 2607.760998 = -249490.672787
  nChanged 13
		SP:Iteration 40F (165309.640000 sec): 3 clusters
  Score: Raw -252110.053011 + Penalty 2607.760998 = -249502.292013
  nChanged 19
		SP:Iteration 41Q (165309.800000 sec): 3 clusters
  Score: Raw -252122.141867 + Penalty 2607.760998 = -249514.380870
  nChanged 28
		SP:Iteration 42Q (165310.000000 sec): 3 clusters
  Score: Raw -252142.898335 + Penalty 2607.760998 = -249535.137338
  nChanged 26
		SP:Iteration 43Q (165310.180000 sec): 3 clusters
  Score: Raw -252155.548560 + Penalty 2607.760998 = -249547.787562
  nChanged 17
		SP:Iteration 44Q (165310.430000 sec): 3 clusters
  Score: Raw -252169.060733 + Penalty 2607.760998 = -249561.299735
  nChanged 12
		SP:Iteration 45Q (165310.560000 sec): 3 clusters
  Score: Raw -252174.451057 + Penalty 2607.760998 = -249566.690059
  nChanged 13
		SP:Iteration 46Q (165310.750000 sec): 3 clusters
  Score: Raw -252181.034065 + Penalty 2607.760998 = -249573.273068
  nChanged 17
		SP:Iteration 47Q (165311.020000 sec): 3 clusters
  Score: Raw -252188.302652 + Penalty 2607.760998 = -249580.541654
  nChanged 9
		SP:Iteration 48Q (165311.150000 sec): 3 clusters
  Score: Raw -252192.564524 + Penalty 2607.760998 = -249584.803527
  nChanged 3
		SP:Iteration 49Q (165311.350000 sec): 3 clusters
  Score: Raw -252193.139446 + Penalty 2607.760998 = -249585.378449
  nChanged 1
		SP:Iteration 50Q (165311.560000 sec): 3 clusters
  Score: Raw -252193.264500 + Penalty 2607.760998 = -249585.503502
  nChanged 0
		SP:Iteration 51F (165311.780000 sec): 3 clusters
  Score: Raw -252193.264500 + Penalty 2607.760998 = -249585.503502
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 38 (44785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165312.130000 sec): 2 clusters
  Score: Raw -4233027.471927 + Penalty 1740.314638 = -4231287.157289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165312.560000 sec): 3 clusters
  Score: Raw -4204958.963897 + Penalty 3480.629276 = -4201478.334621
  nChanged 20906
		SP:Iteration 1F (165312.930000 sec): 3 clusters
  Score: Raw -4216532.655087 + Penalty 3480.629276 = -4213052.025811
  nChanged 1680
		SP:Iteration 2Q (165313.430000 sec): 3 clusters
  Score: Raw -4217010.976891 + Penalty 3480.629276 = -4213530.347615
  nChanged 1654
		SP:Iteration 3Q (165313.910000 sec): 3 clusters
  Score: Raw -4217491.009413 + Penalty 3480.629276 = -4214010.380138
  nChanged 1607
		SP:Iteration 4Q (165314.330000 sec): 3 clusters
  Score: Raw -4217983.860227 + Penalty 3480.629276 = -4214503.230952
  nChanged 1599
		SP:Iteration 5Q (165314.760000 sec): 3 clusters
  Score: Raw -4218505.447055 + Penalty 3480.629276 = -4215024.817779
  nChanged 1604
		SP:Iteration 6Q (165315.190000 sec): 3 clusters
  Score: Raw -4219084.741131 + Penalty 3480.629276 = -4215604.111855
  nChanged 1707
		SP:Iteration 7Q (165315.560000 sec): 3 clusters
  Score: Raw -4219894.807363 + Penalty 3480.629276 = -4216414.178087
  nChanged 2010
		SP:Iteration 8Q (165315.950000 sec): 3 clusters
  Score: Raw -4221089.517219 + Penalty 3480.629276 = -4217608.887943
  nChanged 2358
		SP:Iteration 9F (165316.290000 sec): 3 clusters
  Score: Raw -4222718.930042 + Penalty 3480.629276 = -4219238.300767
  nChanged 2426
		SP:Iteration 10F (165316.700000 sec): 3 clusters
  Score: Raw -4224473.649875 + Penalty 3480.629276 = -4220993.020599
  nChanged 2265
		SP:Iteration 11F (165317.070000 sec): 3 clusters
  Score: Raw -4226096.488455 + Penalty 3480.629276 = -4222615.859179
  nChanged 1949
		SP:Iteration 12Q (165317.470000 sec): 3 clusters
  Score: Raw -4227404.673303 + Penalty 3480.629276 = -4223924.044027
  nChanged 1619
		SP:Iteration 13Q (165317.900000 sec): 3 clusters
  Score: Raw -4228381.990526 + Penalty 3480.629276 = -4224901.361251
  nChanged 1291
		SP:Iteration 14Q (165318.210000 sec): 3 clusters
  Score: Raw -4229139.502470 + Penalty 3480.629276 = -4225658.873194
  nChanged 1072
		SP:Iteration 15Q (165318.560000 sec): 3 clusters
  Score: Raw -4229748.913517 + Penalty 3480.629276 = -4226268.284241
  nChanged 981
		SP:Iteration 16Q (165318.950000 sec): 3 clusters
  Score: Raw -4230336.620849 + Penalty 3480.629276 = -4226855.991573
  nChanged 883
		SP:Iteration 17Q (165319.310000 sec): 3 clusters
  Score: Raw -4230887.222226 + Penalty 3480.629276 = -4227406.592950
  nChanged 761
		SP:Iteration 18Q (165319.720000 sec): 3 clusters
  Score: Raw -4231379.660513 + Penalty 3480.629276 = -4227899.031237
  nChanged 667
		SP:Iteration 19Q (165320.100000 sec): 3 clusters
  Score: Raw -4231827.587353 + Penalty 3480.629276 = -4228346.958077
  nChanged 513
		SP:Iteration 20F (165320.490000 sec): 3 clusters
  Score: Raw -4232163.270726 + Penalty 3480.629276 = -4228682.641450
  nChanged 422
		SP:Iteration 21Q (165320.840000 sec): 3 clusters
  Score: Raw -4232448.528807 + Penalty 3480.629276 = -4228967.899531
  nChanged 301
		SP:Iteration 22Q (165321.210000 sec): 3 clusters
  Score: Raw -4232661.839518 + Penalty 3480.629276 = -4229181.210243
  nChanged 223
		SP:Iteration 23Q (165321.530000 sec): 3 clusters
  Score: Raw -4232834.142277 + Penalty 3480.629276 = -4229353.513001
  nChanged 149
		SP:Iteration 24Q (165321.930000 sec): 3 clusters
  Score: Raw -4232956.353681 + Penalty 3480.629276 = -4229475.724405
  nChanged 99
		SP:Iteration 25Q (165322.300000 sec): 3 clusters
  Score: Raw -4233034.492681 + Penalty 3480.629276 = -4229553.863406
  nChanged 69
		SP:Iteration 26Q (165322.690000 sec): 3 clusters
  Score: Raw -4233089.946810 + Penalty 3480.629276 = -4229609.317535
  nChanged 46
		SP:Iteration 27Q (165322.990000 sec): 3 clusters
  Score: Raw -4233130.732917 + Penalty 3480.629276 = -4229650.103641
  nChanged 36
		SP:Iteration 28Q (165323.380000 sec): 3 clusters
  Score: Raw -4233159.680091 + Penalty 3480.629276 = -4229679.050815
  nChanged 27
		SP:Iteration 29Q (165323.750000 sec): 3 clusters
  Score: Raw -4233185.309242 + Penalty 3480.629276 = -4229704.679966
  nChanged 25
		SP:Iteration 30Q (165324.100000 sec): 3 clusters
  Score: Raw -4233210.686452 + Penalty 3480.629276 = -4229730.057177
  nChanged 20
		SP:Iteration 31Q (165324.500000 sec): 3 clusters
  Score: Raw -4233230.059918 + Penalty 3480.629276 = -4229749.430642
  nChanged 8
		SP:Iteration 32Q (165324.930000 sec): 3 clusters
  Score: Raw -4233235.616732 + Penalty 3480.629276 = -4229754.987456
  nChanged 3
		SP:Iteration 33Q (165325.310000 sec): 3 clusters
  Score: Raw -4233237.826600 + Penalty 3480.629276 = -4229757.197324
  nChanged 1
		SP:Iteration 34Q (165325.700000 sec): 3 clusters
  Score: Raw -4233238.796280 + Penalty 3480.629276 = -4229758.167004
  nChanged 0
		SP:Iteration 35F (165326.130000 sec): 3 clusters
  Score: Raw -4233238.796280 + Penalty 3480.629276 = -4229758.167004
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 39 (8976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165326.280000 sec): 2 clusters
  Score: Raw -736114.730051 + Penalty 1479.125315 = -734635.604736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165326.510000 sec): 3 clusters
  Score: Raw -731113.309349 + Penalty 2958.250629 = -728155.058720
  nChanged 3841
		SP:Iteration 1F (165326.810000 sec): 3 clusters
  Score: Raw -733150.139203 + Penalty 2958.250629 = -730191.888574
  nChanged 509
		SP:Iteration 2F (165327.000000 sec): 3 clusters
  Score: Raw -733343.105302 + Penalty 2958.250629 = -730384.854673
  nChanged 393
		SP:Iteration 3Q (165327.270000 sec): 3 clusters
  Score: Raw -733494.522234 + Penalty 2958.250629 = -730536.271605
  nChanged 358
		SP:Iteration 4Q (165327.480000 sec): 3 clusters
  Score: Raw -733643.763427 + Penalty 2958.250629 = -730685.512798
  nChanged 374
		SP:Iteration 5Q (165327.730000 sec): 3 clusters
  Score: Raw -733812.828807 + Penalty 2958.250629 = -730854.578178
  nChanged 406
		SP:Iteration 6Q (165327.950000 sec): 3 clusters
  Score: Raw -734027.618197 + Penalty 2958.250629 = -731069.367568
  nChanged 427
		SP:Iteration 7Q (165328.170000 sec): 3 clusters
  Score: Raw -734277.772699 + Penalty 2958.250629 = -731319.522070
  nChanged 472
		SP:Iteration 8F (165328.420000 sec): 3 clusters
  Score: Raw -734587.667981 + Penalty 2958.250629 = -731629.417352
  nChanged 488
		SP:Iteration 9F (165328.630000 sec): 3 clusters
  Score: Raw -734947.746387 + Penalty 2958.250629 = -731989.495758
  nChanged 466
		SP:Iteration 10F (165328.900000 sec): 3 clusters
  Score: Raw -735335.198978 + Penalty 2958.250629 = -732376.948349
  nChanged 397
		SP:Iteration 11Q (165329.120000 sec): 3 clusters
  Score: Raw -735691.894721 + Penalty 2958.250629 = -732733.644091
  nChanged 302
		SP:Iteration 12Q (165329.330000 sec): 3 clusters
  Score: Raw -735971.950969 + Penalty 2958.250629 = -733013.700340
  nChanged 176
		SP:Iteration 13Q (165329.530000 sec): 3 clusters
  Score: Raw -736132.874857 + Penalty 2958.250629 = -733174.624228
  nChanged 103
		SP:Iteration 14Q (165329.750000 sec): 3 clusters
  Score: Raw -736226.967377 + Penalty 2958.250629 = -733268.716748
  nChanged 49
		SP:Iteration 15Q (165330.000000 sec): 3 clusters
  Score: Raw -736276.676314 + Penalty 2958.250629 = -733318.425685
  nChanged 23
		SP:Iteration 16Q (165330.200000 sec): 3 clusters
  Score: Raw -736311.478508 + Penalty 2958.250629 = -733353.227878
  nChanged 16
		SP:Iteration 17Q (165330.410000 sec): 3 clusters
  Score: Raw -736335.432475 + Penalty 2958.250629 = -733377.181846
  nChanged 12
		SP:Iteration 18Q (165330.620000 sec): 3 clusters
  Score: Raw -736351.212113 + Penalty 2958.250629 = -733392.961484
  nChanged 6
		SP:Iteration 19Q (165330.850000 sec): 3 clusters
  Score: Raw -736356.793421 + Penalty 2958.250629 = -733398.542792
  nChanged 4
		SP:Iteration 20F (165331.060000 sec): 3 clusters
  Score: Raw -736360.365557 + Penalty 2958.250629 = -733402.114928
  nChanged 2
		SP:Iteration 21Q (165331.230000 sec): 3 clusters
  Score: Raw -736362.787716 + Penalty 2958.250629 = -733404.537087
  nChanged 2
		SP:Iteration 22Q (165331.450000 sec): 3 clusters
  Score: Raw -736363.760771 + Penalty 2958.250629 = -733405.510142
  nChanged 0
		SP:Iteration 23F (165331.730000 sec): 3 clusters
  Score: Raw -736363.760771 + Penalty 2958.250629 = -733405.510142
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 40 (6686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165331.810000 sec): 2 clusters
  Score: Raw -556178.566546 + Penalty 1431.262798 = -554747.303748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165332.080000 sec): 3 clusters
  Score: Raw -552573.421341 + Penalty 2862.525597 = -549710.895744
  nChanged 2811
		SP:Iteration 1F (165332.250000 sec): 3 clusters
  Score: Raw -554244.148154 + Penalty 2862.525597 = -551381.622557
  nChanged 529
		SP:Iteration 2F (165332.430000 sec): 3 clusters
  Score: Raw -554660.295226 + Penalty 2862.525597 = -551797.769629
  nChanged 456
		SP:Iteration 3F (165332.620000 sec): 3 clusters
  Score: Raw -554983.440496 + Penalty 2862.525597 = -552120.914899
  nChanged 413
		SP:Iteration 4F (165332.910000 sec): 3 clusters
  Score: Raw -555269.207379 + Penalty 2862.525597 = -552406.681783
  nChanged 363
		SP:Iteration 5F (165333.150000 sec): 3 clusters
  Score: Raw -555522.974665 + Penalty 2862.525597 = -552660.449068
  nChanged 323
		SP:Iteration 6Q (165333.330000 sec): 3 clusters
  Score: Raw -555731.418048 + Penalty 2862.525597 = -552868.892451
  nChanged 264
		SP:Iteration 7Q (165333.550000 sec): 3 clusters
  Score: Raw -555887.359029 + Penalty 2862.525597 = -553024.833432
  nChanged 225
		SP:Iteration 8Q (165333.810000 sec): 3 clusters
  Score: Raw -556011.001210 + Penalty 2862.525597 = -553148.475613
  nChanged 192
		SP:Iteration 9Q (165333.980000 sec): 3 clusters
  Score: Raw -556105.564285 + Penalty 2862.525597 = -553243.038688
  nChanged 150
		SP:Iteration 10Q (165334.200000 sec): 3 clusters
  Score: Raw -556162.030216 + Penalty 2862.525597 = -553299.504619
  nChanged 123
		SP:Iteration 11Q (165334.430000 sec): 3 clusters
  Score: Raw -556208.693661 + Penalty 2862.525597 = -553346.168064
  nChanged 101
		SP:Iteration 12Q (165334.670000 sec): 3 clusters
  Score: Raw -556237.725366 + Penalty 2862.525597 = -553375.199769
  nChanged 67
		SP:Iteration 13Q (165334.880000 sec): 3 clusters
  Score: Raw -556253.412557 + Penalty 2862.525597 = -553390.886960
  nChanged 58
		SP:Iteration 14Q (165335.090000 sec): 3 clusters
  Score: Raw -556266.074828 + Penalty 2862.525597 = -553403.549231
  nChanged 43
		SP:Iteration 15Q (165335.250000 sec): 3 clusters
  Score: Raw -556275.413947 + Penalty 2862.525597 = -553412.888350
  nChanged 38
		SP:Iteration 16Q (165335.460000 sec): 3 clusters
  Score: Raw -556282.783813 + Penalty 2862.525597 = -553420.258216
  nChanged 37
		SP:Iteration 17Q (165335.670000 sec): 3 clusters
  Score: Raw -556292.022488 + Penalty 2862.525597 = -553429.496891
  nChanged 40
		SP:Iteration 18Q (165335.880000 sec): 3 clusters
  Score: Raw -556302.515431 + Penalty 2862.525597 = -553439.989834
  nChanged 45
		SP:Iteration 19Q (165336.070000 sec): 3 clusters
  Score: Raw -556314.026156 + Penalty 2862.525597 = -553451.500559
  nChanged 54
		SP:Iteration 20F (165336.260000 sec): 3 clusters
  Score: Raw -556332.787734 + Penalty 2862.525597 = -553470.262137
  nChanged 71
		SP:Iteration 21Q (165336.460000 sec): 3 clusters
  Score: Raw -556355.621287 + Penalty 2862.525597 = -553493.095690
  nChanged 87
		SP:Iteration 22Q (165336.630000 sec): 3 clusters
  Score: Raw -556387.277322 + Penalty 2862.525597 = -553524.751725
  nChanged 94
		SP:Iteration 23Q (165336.850000 sec): 3 clusters
  Score: Raw -556431.389796 + Penalty 2862.525597 = -553568.864200
  nChanged 104
		SP:Iteration 24Q (165337.050000 sec): 3 clusters
  Score: Raw -556477.357986 + Penalty 2862.525597 = -553614.832389
  nChanged 109
		SP:Iteration 25Q (165337.270000 sec): 3 clusters
  Score: Raw -556535.977612 + Penalty 2862.525597 = -553673.452015
  nChanged 146
		SP:Iteration 26Q (165337.490000 sec): 3 clusters
  Score: Raw -556630.217634 + Penalty 2862.525597 = -553767.692037
  nChanged 168
		SP:Iteration 27Q (165337.690000 sec): 3 clusters
  Score: Raw -556762.015210 + Penalty 2862.525597 = -553899.489613
  nChanged 203
		SP:Iteration 28Q (165337.860000 sec): 3 clusters
  Score: Raw -556957.941962 + Penalty 2862.525597 = -554095.416365
  nChanged 225
		SP:Iteration 29Q (165338.040000 sec): 3 clusters
  Score: Raw -557205.460894 + Penalty 2862.525597 = -554342.935297
  nChanged 212
		SP:Iteration 30Q (165338.240000 sec): 3 clusters
  Score: Raw -557380.770921 + Penalty 2862.525597 = -554518.245324
  nChanged 159
		SP:Iteration 31Q (165338.410000 sec): 3 clusters
  Score: Raw -557497.477818 + Penalty 2862.525597 = -554634.952221
  nChanged 116
		SP:Iteration 32Q (165338.630000 sec): 3 clusters
  Score: Raw -557561.919817 + Penalty 2862.525597 = -554699.394220
  nChanged 91
		SP:Iteration 33Q (165338.790000 sec): 3 clusters
  Score: Raw -557605.083577 + Penalty 2862.525597 = -554742.557980
  nChanged 73
		SP:Iteration 34Q (165339.000000 sec): 3 clusters
  Score: Raw -557642.200878 + Penalty 2862.525597 = -554779.675281
  nChanged 60
		SP:Iteration 35Q (165339.170000 sec): 3 clusters
  Score: Raw -557670.558897 + Penalty 2862.525597 = -554808.033300
  nChanged 58
		SP:Iteration 36Q (165339.350000 sec): 3 clusters
  Score: Raw -557696.313663 + Penalty 2862.525597 = -554833.788066
  nChanged 50
		SP:Iteration 37Q (165339.570000 sec): 3 clusters
  Score: Raw -557715.710500 + Penalty 2862.525597 = -554853.184903
  nChanged 31
		SP:Iteration 38Q (165339.730000 sec): 3 clusters
  Score: Raw -557723.950302 + Penalty 2862.525597 = -554861.424705
  nChanged 16
		SP:Iteration 39Q (165339.910000 sec): 3 clusters
  Score: Raw -557728.914141 + Penalty 2862.525597 = -554866.388545
  nChanged 14
		SP:Iteration 40F (165340.150000 sec): 3 clusters
  Score: Raw -557732.277905 + Penalty 2862.525597 = -554869.752308
  nChanged 12
		SP:Iteration 41Q (165340.320000 sec): 3 clusters
  Score: Raw -557736.636529 + Penalty 2862.525597 = -554874.110932
  nChanged 9
		SP:Iteration 42Q (165340.530000 sec): 3 clusters
  Score: Raw -557739.167286 + Penalty 2862.525597 = -554876.641689
  nChanged 9
		SP:Iteration 43Q (165340.730000 sec): 3 clusters
  Score: Raw -557741.069117 + Penalty 2862.525597 = -554878.543520
  nChanged 8
		SP:Iteration 44Q (165340.910000 sec): 3 clusters
  Score: Raw -557742.389876 + Penalty 2862.525597 = -554879.864279
  nChanged 8
		SP:Iteration 45Q (165341.130000 sec): 3 clusters
  Score: Raw -557743.820965 + Penalty 2862.525597 = -554881.295368
  nChanged 9
		SP:Iteration 46Q (165341.350000 sec): 3 clusters
  Score: Raw -557745.441460 + Penalty 2862.525597 = -554882.915863
  nChanged 5
		SP:Iteration 47Q (165341.530000 sec): 3 clusters
  Score: Raw -557746.550520 + Penalty 2862.525597 = -554884.024923
  nChanged 5
		SP:Iteration 48Q (165341.770000 sec): 3 clusters
  Score: Raw -557747.182661 + Penalty 2862.525597 = -554884.657064
  nChanged 2
		SP:Iteration 49Q (165341.990000 sec): 3 clusters
  Score: Raw -557747.373278 + Penalty 2862.525597 = -554884.847681
  nChanged 4
		SP:Iteration 50Q (165342.260000 sec): 3 clusters
  Score: Raw -557748.392933 + Penalty 2862.525597 = -554885.867336
  nChanged 4
		SP:Iteration 51Q (165342.490000 sec): 3 clusters
  Score: Raw -557748.891340 + Penalty 2862.525597 = -554886.365743
  nChanged 2
		SP:Iteration 52Q (165342.730000 sec): 3 clusters
  Score: Raw -557749.260509 + Penalty 2862.525597 = -554886.734913
  nChanged 2
		SP:Iteration 53Q (165342.910000 sec): 3 clusters
  Score: Raw -557749.565092 + Penalty 2862.525597 = -554887.039495
  nChanged 2
		SP:Iteration 54Q (165343.150000 sec): 3 clusters
  Score: Raw -557749.863627 + Penalty 2862.525597 = -554887.338030
  nChanged 1
		SP:Iteration 55Q (165343.370000 sec): 3 clusters
  Score: Raw -557749.945749 + Penalty 2862.525597 = -554887.420152
  nChanged 0
		SP:Iteration 56F (165343.570000 sec): 3 clusters
  Score: Raw -557749.945749 + Penalty 2862.525597 = -554887.420152
  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 10.71 GB.

 Trying to split cluster 41 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165343.680000 sec): 2 clusters
  Score: Raw -17017.454684 + Penalty 897.886103 = -16119.568582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165343.880000 sec): 3 clusters
  Score: Raw -17132.714257 + Penalty 1795.772205 = -15336.942052
  nChanged 54
		SP:Iteration 1F (165344.110000 sec): 3 clusters
  Score: Raw -17266.198159 + Penalty 1795.772205 = -15470.425954
  nChanged 11
		SP:Iteration 2Q (165344.290000 sec): 3 clusters
  Score: Raw -17302.202328 + Penalty 1795.772205 = -15506.430123
  nChanged 1
		SP:Iteration 3Q (165344.470000 sec): 3 clusters
  Score: Raw -17303.338186 + Penalty 1795.772205 = -15507.565980
  nChanged 1
		SP:Iteration 4Q (165344.660000 sec): 3 clusters
  Score: Raw -17305.090038 + Penalty 1795.772205 = -15509.317833
  nChanged 1
		SP:Iteration 5Q (165344.900000 sec): 3 clusters
  Score: Raw -17307.589221 + Penalty 1795.772205 = -15511.817016
  nChanged 0
		SP:Iteration 6F (165345.090000 sec): 3 clusters
  Score: Raw -17307.589221 + Penalty 1795.772205 = -15511.817016
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 42 (3175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165345.190000 sec): 2 clusters
  Score: Raw -227384.180207 + Penalty 1310.247723 = -226073.932484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165345.390000 sec): 3 clusters
  Score: Raw -225895.160426 + Penalty 2620.495446 = -223274.664980
  nChanged 1223
		SP:Iteration 1F (165345.600000 sec): 3 clusters
  Score: Raw -226861.115260 + Penalty 2620.495446 = -224240.619814
  nChanged 292
		SP:Iteration 2F (165345.800000 sec): 3 clusters
  Score: Raw -227114.248950 + Penalty 2620.495446 = -224493.753504
  nChanged 223
		SP:Iteration 3F (165345.950000 sec): 3 clusters
  Score: Raw -227294.957913 + Penalty 2620.495446 = -224674.462467
  nChanged 153
		SP:Iteration 4Q (165346.140000 sec): 3 clusters
  Score: Raw -227425.538243 + Penalty 2620.495446 = -224805.042796
  nChanged 139
		SP:Iteration 5Q (165346.280000 sec): 3 clusters
  Score: Raw -227548.367927 + Penalty 2620.495446 = -224927.872481
  nChanged 116
		SP:Iteration 6Q (165346.470000 sec): 3 clusters
  Score: Raw -227620.909937 + Penalty 2620.495446 = -225000.414491
  nChanged 93
		SP:Iteration 7Q (165346.690000 sec): 3 clusters
  Score: Raw -227677.497224 + Penalty 2620.495446 = -225057.001778
  nChanged 65
		SP:Iteration 8Q (165346.890000 sec): 3 clusters
  Score: Raw -227718.048758 + Penalty 2620.495446 = -225097.553312
  nChanged 60
		SP:Iteration 9Q (165347.050000 sec): 3 clusters
  Score: Raw -227749.543762 + Penalty 2620.495446 = -225129.048316
  nChanged 48
		SP:Iteration 10Q (165347.250000 sec): 3 clusters
  Score: Raw -227773.481223 + Penalty 2620.495446 = -225152.985776
  nChanged 40
		SP:Iteration 11Q (165347.460000 sec): 3 clusters
  Score: Raw -227797.966367 + Penalty 2620.495446 = -225177.470921
  nChanged 39
		SP:Iteration 12Q (165347.670000 sec): 3 clusters
  Score: Raw -227817.845857 + Penalty 2620.495446 = -225197.350411
  nChanged 33
		SP:Iteration 13Q (165347.890000 sec): 3 clusters
  Score: Raw -227835.500535 + Penalty 2620.495446 = -225215.005089
  nChanged 30
		SP:Iteration 14Q (165348.090000 sec): 3 clusters
  Score: Raw -227854.063269 + Penalty 2620.495446 = -225233.567823
  nChanged 30
		SP:Iteration 15Q (165348.290000 sec): 3 clusters
  Score: Raw -227873.854338 + Penalty 2620.495446 = -225253.358892
  nChanged 40
		SP:Iteration 16Q (165348.500000 sec): 3 clusters
  Score: Raw -227891.335946 + Penalty 2620.495446 = -225270.840500
  nChanged 26
		SP:Iteration 17Q (165348.700000 sec): 3 clusters
  Score: Raw -227902.721221 + Penalty 2620.495446 = -225282.225775
  nChanged 25
		SP:Iteration 18Q (165348.910000 sec): 3 clusters
  Score: Raw -227912.538963 + Penalty 2620.495446 = -225292.043517
  nChanged 15
		SP:Iteration 19Q (165349.090000 sec): 3 clusters
  Score: Raw -227917.834518 + Penalty 2620.495446 = -225297.339072
  nChanged 25
		SP:Iteration 20F (165349.250000 sec): 3 clusters
  Score: Raw -227926.897259 + Penalty 2620.495446 = -225306.401813
  nChanged 13
		SP:Iteration 21Q (165349.430000 sec): 3 clusters
  Score: Raw -227933.367521 + Penalty 2620.495446 = -225312.872075
  nChanged 13
		SP:Iteration 22Q (165349.660000 sec): 3 clusters
  Score: Raw -227939.360698 + Penalty 2620.495446 = -225318.865251
  nChanged 18
		SP:Iteration 23Q (165349.800000 sec): 3 clusters
  Score: Raw -227946.144123 + Penalty 2620.495446 = -225325.648677
  nChanged 10
		SP:Iteration 24Q (165349.990000 sec): 3 clusters
  Score: Raw -227949.006309 + Penalty 2620.495446 = -225328.510863
  nChanged 8
		SP:Iteration 25Q (165350.130000 sec): 3 clusters
  Score: Raw -227951.825042 + Penalty 2620.495446 = -225331.329596
  nChanged 5
		SP:Iteration 26Q (165350.320000 sec): 3 clusters
  Score: Raw -227955.278630 + Penalty 2620.495446 = -225334.783184
  nChanged 7
		SP:Iteration 27Q (165350.470000 sec): 3 clusters
  Score: Raw -227957.625440 + Penalty 2620.495446 = -225337.129994
  nChanged 6
		SP:Iteration 28Q (165350.610000 sec): 3 clusters
  Score: Raw -227959.475899 + Penalty 2620.495446 = -225338.980453
  nChanged 6
		SP:Iteration 29Q (165350.800000 sec): 3 clusters
  Score: Raw -227962.151355 + Penalty 2620.495446 = -225341.655908
  nChanged 8
		SP:Iteration 30Q (165350.950000 sec): 3 clusters
  Score: Raw -227964.657733 + Penalty 2620.495446 = -225344.162286
  nChanged 8
		SP:Iteration 31Q (165351.090000 sec): 3 clusters
  Score: Raw -227969.158121 + Penalty 2620.495446 = -225348.662675
  nChanged 8
		SP:Iteration 32Q (165351.290000 sec): 3 clusters
  Score: Raw -227971.954329 + Penalty 2620.495446 = -225351.458883
  nChanged 5
		SP:Iteration 33Q (165351.490000 sec): 3 clusters
  Score: Raw -227973.587937 + Penalty 2620.495446 = -225353.092491
  nChanged 7
		SP:Iteration 34Q (165351.670000 sec): 3 clusters
  Score: Raw -227975.764097 + Penalty 2620.495446 = -225355.268650
  nChanged 6
		SP:Iteration 35Q (165351.870000 sec): 3 clusters
  Score: Raw -227978.075168 + Penalty 2620.495446 = -225357.579722
  nChanged 4
		SP:Iteration 36Q (165352.020000 sec): 3 clusters
  Score: Raw -227978.839891 + Penalty 2620.495446 = -225358.344445
  nChanged 1
		SP:Iteration 37Q (165352.210000 sec): 3 clusters
  Score: Raw -227978.952517 + Penalty 2620.495446 = -225358.457071
  nChanged 1
		SP:Iteration 38Q (165352.410000 sec): 3 clusters
  Score: Raw -227979.052454 + Penalty 2620.495446 = -225358.557007
  nChanged 0
		SP:Iteration 39F (165352.600000 sec): 3 clusters
  Score: Raw -227979.052454 + Penalty 2620.495446 = -225358.557007
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 43 (10942 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165352.740000 sec): 2 clusters
  Score: Raw -939831.408274 + Penalty 1511.309130 = -938320.099144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165352.970000 sec): 3 clusters
  Score: Raw -933626.971681 + Penalty 3022.618259 = -930604.353422
  nChanged 4775
		SP:Iteration 1F (165353.200000 sec): 3 clusters
  Score: Raw -936154.480226 + Penalty 3022.618259 = -933131.861966
  nChanged 604
		SP:Iteration 2F (165353.480000 sec): 3 clusters
  Score: Raw -936383.204215 + Penalty 3022.618259 = -933360.585956
  nChanged 490
		SP:Iteration 3Q (165353.680000 sec): 3 clusters
  Score: Raw -936557.308376 + Penalty 3022.618259 = -933534.690117
  nChanged 419
		SP:Iteration 4Q (165353.900000 sec): 3 clusters
  Score: Raw -936695.835856 + Penalty 3022.618259 = -933673.217596
  nChanged 346
		SP:Iteration 5Q (165354.180000 sec): 3 clusters
  Score: Raw -936801.986445 + Penalty 3022.618259 = -933779.368186
  nChanged 316
		SP:Iteration 6Q (165354.410000 sec): 3 clusters
  Score: Raw -936913.925615 + Penalty 3022.618259 = -933891.307356
  nChanged 340
		SP:Iteration 7Q (165354.670000 sec): 3 clusters
  Score: Raw -937030.426656 + Penalty 3022.618259 = -934007.808397
  nChanged 323
		SP:Iteration 8Q (165354.980000 sec): 3 clusters
  Score: Raw -937138.345181 + Penalty 3022.618259 = -934115.726922
  nChanged 302
		SP:Iteration 9Q (165355.190000 sec): 3 clusters
  Score: Raw -937238.721077 + Penalty 3022.618259 = -934216.102818
  nChanged 311
		SP:Iteration 10Q (165355.440000 sec): 3 clusters
  Score: Raw -937352.983240 + Penalty 3022.618259 = -934330.364980
  nChanged 338
		SP:Iteration 11Q (165355.700000 sec): 3 clusters
  Score: Raw -937489.125567 + Penalty 3022.618259 = -934466.507308
  nChanged 367
		SP:Iteration 12Q (165355.940000 sec): 3 clusters
  Score: Raw -937640.234301 + Penalty 3022.618259 = -934617.616041
  nChanged 339
		SP:Iteration 13Q (165356.200000 sec): 3 clusters
  Score: Raw -937796.447891 + Penalty 3022.618259 = -934773.829632
  nChanged 363
		SP:Iteration 14Q (165356.440000 sec): 3 clusters
  Score: Raw -937946.009380 + Penalty 3022.618259 = -934923.391121
  nChanged 310
		SP:Iteration 15Q (165356.650000 sec): 3 clusters
  Score: Raw -938091.605399 + Penalty 3022.618259 = -935068.987140
  nChanged 308
		SP:Iteration 16Q (165356.900000 sec): 3 clusters
  Score: Raw -938251.080342 + Penalty 3022.618259 = -935228.462083
  nChanged 308
		SP:Iteration 17Q (165357.140000 sec): 3 clusters
  Score: Raw -938419.542041 + Penalty 3022.618259 = -935396.923782
  nChanged 311
		SP:Iteration 18Q (165357.380000 sec): 3 clusters
  Score: Raw -938613.954352 + Penalty 3022.618259 = -935591.336093
  nChanged 258
		SP:Iteration 19Q (165357.620000 sec): 3 clusters
  Score: Raw -938760.242974 + Penalty 3022.618259 = -935737.624715
  nChanged 222
		SP:Iteration 20F (165357.890000 sec): 3 clusters
  Score: Raw -938896.413753 + Penalty 3022.618259 = -935873.795494
  nChanged 218
		SP:Iteration 21Q (165358.130000 sec): 3 clusters
  Score: Raw -939010.544232 + Penalty 3022.618259 = -935987.925973
  nChanged 182
		SP:Iteration 22Q (165358.410000 sec): 3 clusters
  Score: Raw -939106.343989 + Penalty 3022.618259 = -936083.725730
  nChanged 148
		SP:Iteration 23Q (165358.590000 sec): 3 clusters
  Score: Raw -939176.364813 + Penalty 3022.618259 = -936153.746554
  nChanged 137
		SP:Iteration 24Q (165358.880000 sec): 3 clusters
  Score: Raw -939246.512312 + Penalty 3022.618259 = -936223.894053
  nChanged 109
		SP:Iteration 25Q (165359.100000 sec): 3 clusters
  Score: Raw -939296.246084 + Penalty 3022.618259 = -936273.627825
  nChanged 128
		SP:Iteration 26Q (165359.350000 sec): 3 clusters
  Score: Raw -939361.230417 + Penalty 3022.618259 = -936338.612158
  nChanged 129
		SP:Iteration 27Q (165359.630000 sec): 3 clusters
  Score: Raw -939422.904409 + Penalty 3022.618259 = -936400.286150
  nChanged 111
		SP:Iteration 28Q (165359.860000 sec): 3 clusters
  Score: Raw -939475.821480 + Penalty 3022.618259 = -936453.203221
  nChanged 96
		SP:Iteration 29Q (165360.100000 sec): 3 clusters
  Score: Raw -939524.279381 + Penalty 3022.618259 = -936501.661122
  nChanged 79
		SP:Iteration 30Q (165360.360000 sec): 3 clusters
  Score: Raw -939567.204783 + Penalty 3022.618259 = -936544.586524
  nChanged 80
		SP:Iteration 31Q (165360.620000 sec): 3 clusters
  Score: Raw -939598.306287 + Penalty 3022.618259 = -936575.688028
  nChanged 49
		SP:Iteration 32Q (165360.860000 sec): 3 clusters
  Score: Raw -939618.639310 + Penalty 3022.618259 = -936596.021051
  nChanged 48
		SP:Iteration 33Q (165361.090000 sec): 3 clusters
  Score: Raw -939641.341850 + Penalty 3022.618259 = -936618.723591
  nChanged 54
		SP:Iteration 34Q (165361.340000 sec): 3 clusters
  Score: Raw -939668.221172 + Penalty 3022.618259 = -936645.602913
  nChanged 53
		SP:Iteration 35Q (165361.590000 sec): 3 clusters
  Score: Raw -939693.454471 + Penalty 3022.618259 = -936670.836212
  nChanged 40
		SP:Iteration 36Q (165361.910000 sec): 3 clusters
  Score: Raw -939714.513523 + Penalty 3022.618259 = -936691.895264
  nChanged 53
		SP:Iteration 37Q (165362.180000 sec): 3 clusters
  Score: Raw -939743.335104 + Penalty 3022.618259 = -936720.716845
  nChanged 47
		SP:Iteration 38Q (165362.500000 sec): 3 clusters
  Score: Raw -939765.706271 + Penalty 3022.618259 = -936743.088011
  nChanged 45
		SP:Iteration 39Q (165362.780000 sec): 3 clusters
  Score: Raw -939788.619678 + Penalty 3022.618259 = -936766.001419
  nChanged 37
		SP:Iteration 40F (165363.000000 sec): 3 clusters
  Score: Raw -939808.675527 + Penalty 3022.618259 = -936786.057268
  nChanged 36
		SP:Iteration 41Q (165363.250000 sec): 3 clusters
  Score: Raw -939826.786464 + Penalty 3022.618259 = -936804.168205
  nChanged 28
		SP:Iteration 42Q (165363.520000 sec): 3 clusters
  Score: Raw -939844.969720 + Penalty 3022.618259 = -936822.351460
  nChanged 35
		SP:Iteration 43Q (165363.710000 sec): 3 clusters
  Score: Raw -939865.369833 + Penalty 3022.618259 = -936842.751574
  nChanged 25
		SP:Iteration 44Q (165364.000000 sec): 3 clusters
  Score: Raw -939876.902292 + Penalty 3022.618259 = -936854.284032
  nChanged 24
		SP:Iteration 45Q (165364.240000 sec): 3 clusters
  Score: Raw -939889.475296 + Penalty 3022.618259 = -936866.857037
  nChanged 20
		SP:Iteration 46Q (165364.500000 sec): 3 clusters
  Score: Raw -939902.143772 + Penalty 3022.618259 = -936879.525513
  nChanged 24
		SP:Iteration 47Q (165364.690000 sec): 3 clusters
  Score: Raw -939923.334017 + Penalty 3022.618259 = -936900.715758
  nChanged 24
		SP:Iteration 48Q (165364.880000 sec): 3 clusters
  Score: Raw -939943.489792 + Penalty 3022.618259 = -936920.871532
  nChanged 23
		SP:Iteration 49Q (165365.130000 sec): 3 clusters
  Score: Raw -939958.909134 + Penalty 3022.618259 = -936936.290875
  nChanged 12
		SP:Iteration 50Q (165365.310000 sec): 3 clusters
  Score: Raw -939965.611414 + Penalty 3022.618259 = -936942.993155
  nChanged 7
		SP:Iteration 51Q (165365.540000 sec): 3 clusters
  Score: Raw -939970.260870 + Penalty 3022.618259 = -936947.642611
  nChanged 7
		SP:Iteration 52Q (165365.780000 sec): 3 clusters
  Score: Raw -939974.716356 + Penalty 3022.618259 = -936952.098097
  nChanged 5
		SP:Iteration 53Q (165366.050000 sec): 3 clusters
  Score: Raw -939978.522766 + Penalty 3022.618259 = -936955.904507
  nChanged 9
		SP:Iteration 54Q (165366.260000 sec): 3 clusters
  Score: Raw -939984.298003 + Penalty 3022.618259 = -936961.679744
  nChanged 7
		SP:Iteration 55Q (165366.500000 sec): 3 clusters
  Score: Raw -939989.426805 + Penalty 3022.618259 = -936966.808545
  nChanged 9
		SP:Iteration 56Q (165366.750000 sec): 3 clusters
  Score: Raw -939995.838927 + Penalty 3022.618259 = -936973.220668
  nChanged 8
		SP:Iteration 57Q (165366.980000 sec): 3 clusters
  Score: Raw -940001.186893 + Penalty 3022.618259 = -936978.568634
  nChanged 7
		SP:Iteration 58Q (165367.160000 sec): 3 clusters
  Score: Raw -940005.769838 + Penalty 3022.618259 = -936983.151579
  nChanged 5
		SP:Iteration 59Q (165367.360000 sec): 3 clusters
  Score: Raw -940009.024102 + Penalty 3022.618259 = -936986.405843
  nChanged 2
		SP:Iteration 60F (165367.630000 sec): 3 clusters
  Score: Raw -940010.935403 + Penalty 3022.618259 = -936988.317144
  nChanged 1
		SP:Iteration 61Q (165367.840000 sec): 3 clusters
  Score: Raw -940011.458152 + Penalty 3022.618259 = -936988.839893
  nChanged 1
		SP:Iteration 62Q (165368.020000 sec): 3 clusters
  Score: Raw -940012.358792 + Penalty 3022.618259 = -936989.740532
  nChanged 2
		SP:Iteration 63Q (165368.240000 sec): 3 clusters
  Score: Raw -940013.739957 + Penalty 3022.618259 = -936991.121698
  nChanged 3
		SP:Iteration 64Q (165368.430000 sec): 3 clusters
  Score: Raw -940014.710314 + Penalty 3022.618259 = -936992.092055
  nChanged 1
		SP:Iteration 65Q (165368.630000 sec): 3 clusters
  Score: Raw -940015.867740 + Penalty 3022.618259 = -936993.249481
  nChanged 1
		SP:Iteration 66Q (165368.860000 sec): 3 clusters
  Score: Raw -940017.071197 + Penalty 3022.618259 = -936994.452938
  nChanged 2
		SP:Iteration 67Q (165369.050000 sec): 3 clusters
  Score: Raw -940018.657487 + Penalty 3022.618259 = -936996.039228
  nChanged 2
		SP:Iteration 68Q (165369.240000 sec): 3 clusters
  Score: Raw -940019.584046 + Penalty 3022.618259 = -936996.965787
  nChanged 1
		SP:Iteration 69Q (165369.460000 sec): 3 clusters
  Score: Raw -940019.968949 + Penalty 3022.618259 = -936997.350689
  nChanged 0
		SP:Iteration 70F (165369.700000 sec): 3 clusters
  Score: Raw -940019.968949 + Penalty 3022.618259 = -936997.350689
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 44 (6271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165369.790000 sec): 2 clusters
  Score: Raw -532312.461155 + Penalty 1420.849805 = -530891.611349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165370.000000 sec): 3 clusters
  Score: Raw -529036.394530 + Penalty 2841.699611 = -526194.694919
  nChanged 2618
		SP:Iteration 1F (165370.250000 sec): 3 clusters
  Score: Raw -530482.081107 + Penalty 2841.699611 = -527640.381496
  nChanged 376
		SP:Iteration 2F (165370.500000 sec): 3 clusters
  Score: Raw -530679.951646 + Penalty 2841.699611 = -527838.252035
  nChanged 308
		SP:Iteration 3Q (165370.740000 sec): 3 clusters
  Score: Raw -530828.955236 + Penalty 2841.699611 = -527987.255625
  nChanged 249
		SP:Iteration 4Q (165370.950000 sec): 3 clusters
  Score: Raw -530934.497181 + Penalty 2841.699611 = -528092.797570
  nChanged 185
		SP:Iteration 5Q (165371.160000 sec): 3 clusters
  Score: Raw -531016.607499 + Penalty 2841.699611 = -528174.907888
  nChanged 183
		SP:Iteration 6Q (165371.370000 sec): 3 clusters
  Score: Raw -531085.427797 + Penalty 2841.699611 = -528243.728186
  nChanged 164
		SP:Iteration 7Q (165371.630000 sec): 3 clusters
  Score: Raw -531158.988729 + Penalty 2841.699611 = -528317.289118
  nChanged 154
		SP:Iteration 8Q (165371.790000 sec): 3 clusters
  Score: Raw -531220.627526 + Penalty 2841.699611 = -528378.927915
  nChanged 168
		SP:Iteration 9Q (165372.010000 sec): 3 clusters
  Score: Raw -531291.826788 + Penalty 2841.699611 = -528450.127177
  nChanged 176
		SP:Iteration 10Q (165372.180000 sec): 3 clusters
  Score: Raw -531357.717333 + Penalty 2841.699611 = -528516.017722
  nChanged 161
		SP:Iteration 11Q (165372.410000 sec): 3 clusters
  Score: Raw -531427.498517 + Penalty 2841.699611 = -528585.798906
  nChanged 140
		SP:Iteration 12Q (165372.610000 sec): 3 clusters
  Score: Raw -531481.826991 + Penalty 2841.699611 = -528640.127381
  nChanged 135
		SP:Iteration 13Q (165372.770000 sec): 3 clusters
  Score: Raw -531544.920214 + Penalty 2841.699611 = -528703.220603
  nChanged 139
		SP:Iteration 14Q (165372.990000 sec): 3 clusters
  Score: Raw -531610.657932 + Penalty 2841.699611 = -528768.958321
  nChanged 136
		SP:Iteration 15Q (165373.190000 sec): 3 clusters
  Score: Raw -531675.918097 + Penalty 2841.699611 = -528834.218486
  nChanged 129
		SP:Iteration 16Q (165373.400000 sec): 3 clusters
  Score: Raw -531740.742691 + Penalty 2841.699611 = -528899.043080
  nChanged 131
		SP:Iteration 17Q (165373.610000 sec): 3 clusters
  Score: Raw -531822.777024 + Penalty 2841.699611 = -528981.077414
  nChanged 155
		SP:Iteration 18Q (165373.820000 sec): 3 clusters
  Score: Raw -531911.732716 + Penalty 2841.699611 = -529070.033105
  nChanged 168
		SP:Iteration 19Q (165374.050000 sec): 3 clusters
  Score: Raw -532012.584111 + Penalty 2841.699611 = -529170.884500
  nChanged 193
		SP:Iteration 20F (165374.310000 sec): 3 clusters
  Score: Raw -532132.949654 + Penalty 2841.699611 = -529291.250043
  nChanged 189
		SP:Iteration 21Q (165374.540000 sec): 3 clusters
  Score: Raw -532274.153671 + Penalty 2841.699611 = -529432.454060
  nChanged 209
		SP:Iteration 22Q (165374.750000 sec): 3 clusters
  Score: Raw -532423.172550 + Penalty 2841.699611 = -529581.472939
  nChanged 200
		SP:Iteration 23Q (165374.990000 sec): 3 clusters
  Score: Raw -532561.760972 + Penalty 2841.699611 = -529720.061361
  nChanged 195
		SP:Iteration 24Q (165375.160000 sec): 3 clusters
  Score: Raw -532695.187485 + Penalty 2841.699611 = -529853.487874
  nChanged 158
		SP:Iteration 25Q (165375.390000 sec): 3 clusters
  Score: Raw -532796.653452 + Penalty 2841.699611 = -529954.953841
  nChanged 124
		SP:Iteration 26Q (165375.600000 sec): 3 clusters
  Score: Raw -532859.872011 + Penalty 2841.699611 = -530018.172400
  nChanged 104
		SP:Iteration 27Q (165375.830000 sec): 3 clusters
  Score: Raw -532917.519462 + Penalty 2841.699611 = -530075.819851
  nChanged 98
		SP:Iteration 28Q (165376.060000 sec): 3 clusters
  Score: Raw -532964.305373 + Penalty 2841.699611 = -530122.605762
  nChanged 85
		SP:Iteration 29Q (165376.340000 sec): 3 clusters
  Score: Raw -532999.224274 + Penalty 2841.699611 = -530157.524663
  nChanged 64
		SP:Iteration 30Q (165376.560000 sec): 3 clusters
  Score: Raw -533021.393928 + Penalty 2841.699611 = -530179.694317
  nChanged 54
		SP:Iteration 31Q (165376.780000 sec): 3 clusters
  Score: Raw -533040.173704 + Penalty 2841.699611 = -530198.474094
  nChanged 42
		SP:Iteration 32Q (165376.980000 sec): 3 clusters
  Score: Raw -533050.782475 + Penalty 2841.699611 = -530209.082864
  nChanged 22
		SP:Iteration 33Q (165377.170000 sec): 3 clusters
  Score: Raw -533053.876696 + Penalty 2841.699611 = -530212.177085
  nChanged 17
		SP:Iteration 34Q (165377.370000 sec): 3 clusters
  Score: Raw -533057.103099 + Penalty 2841.699611 = -530215.403488
  nChanged 15
		SP:Iteration 35Q (165377.610000 sec): 3 clusters
  Score: Raw -533060.524158 + Penalty 2841.699611 = -530218.824547
  nChanged 14
		SP:Iteration 36Q (165377.810000 sec): 3 clusters
  Score: Raw -533063.202419 + Penalty 2841.699611 = -530221.502808
  nChanged 10
		SP:Iteration 37Q (165377.980000 sec): 3 clusters
  Score: Raw -533065.255398 + Penalty 2841.699611 = -530223.555787
  nChanged 9
		SP:Iteration 38Q (165378.210000 sec): 3 clusters
  Score: Raw -533067.073148 + Penalty 2841.699611 = -530225.373537
  nChanged 7
		SP:Iteration 39Q (165378.400000 sec): 3 clusters
  Score: Raw -533068.163749 + Penalty 2841.699611 = -530226.464139
  nChanged 6
		SP:Iteration 40F (165378.580000 sec): 3 clusters
  Score: Raw -533069.205880 + Penalty 2841.699611 = -530227.506269
  nChanged 3
		SP:Iteration 41Q (165378.770000 sec): 3 clusters
  Score: Raw -533069.724089 + Penalty 2841.699611 = -530228.024478
  nChanged 5
		SP:Iteration 42Q (165378.960000 sec): 3 clusters
  Score: Raw -533070.631035 + Penalty 2841.699611 = -530228.931424
  nChanged 7
		SP:Iteration 43Q (165379.160000 sec): 3 clusters
  Score: Raw -533071.859097 + Penalty 2841.699611 = -530230.159486
  nChanged 8
		SP:Iteration 44Q (165379.310000 sec): 3 clusters
  Score: Raw -533073.067945 + Penalty 2841.699611 = -530231.368334
  nChanged 6
		SP:Iteration 45Q (165379.500000 sec): 3 clusters
  Score: Raw -533074.060017 + Penalty 2841.699611 = -530232.360407
  nChanged 3
		SP:Iteration 46Q (165379.730000 sec): 3 clusters
  Score: Raw -533075.123744 + Penalty 2841.699611 = -530233.424133
  nChanged 7
		SP:Iteration 47Q (165379.880000 sec): 3 clusters
  Score: Raw -533076.244976 + Penalty 2841.699611 = -530234.545365
  nChanged 10
		SP:Iteration 48Q (165380.090000 sec): 3 clusters
  Score: Raw -533077.848650 + Penalty 2841.699611 = -530236.149039
  nChanged 14
		SP:Iteration 49Q (165380.320000 sec): 3 clusters
  Score: Raw -533080.460005 + Penalty 2841.699611 = -530238.760394
  nChanged 6
		SP:Iteration 50Q (165380.510000 sec): 3 clusters
  Score: Raw -533081.430161 + Penalty 2841.699611 = -530239.730550
  nChanged 4
		SP:Iteration 51Q (165380.710000 sec): 3 clusters
  Score: Raw -533081.878682 + Penalty 2841.699611 = -530240.179071
  nChanged 1
		SP:Iteration 52Q (165380.920000 sec): 3 clusters
  Score: Raw -533081.967481 + Penalty 2841.699611 = -530240.267870
  nChanged 1
		SP:Iteration 53Q (165381.110000 sec): 3 clusters
  Score: Raw -533082.044606 + Penalty 2841.699611 = -530240.344996
  nChanged 0
		SP:Iteration 54F (165381.330000 sec): 3 clusters
  Score: Raw -533082.044606 + Penalty 2841.699611 = -530240.344996
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 45 (422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165381.420000 sec): 2 clusters
  Score: Raw -34308.946549 + Penalty 982.313364 = -33326.633186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165381.620000 sec): 3 clusters
  Score: Raw -34276.640290 + Penalty 1964.626727 = -32312.013563
  nChanged 85
		SP:Iteration 1F (165381.800000 sec): 3 clusters
  Score: Raw -34426.380109 + Penalty 1964.626727 = -32461.753382
  nChanged 27
		SP:Iteration 2F (165382.010000 sec): 3 clusters
  Score: Raw -34490.091505 + Penalty 1964.626727 = -32525.464778
  nChanged 14
		SP:Iteration 3Q (165382.150000 sec): 3 clusters
  Score: Raw -34521.872537 + Penalty 1964.626727 = -32557.245810
  nChanged 5
		SP:Iteration 4Q (165382.360000 sec): 3 clusters
  Score: Raw -34536.695338 + Penalty 1964.626727 = -32572.068611
  nChanged 6
		SP:Iteration 5Q (165382.520000 sec): 3 clusters
  Score: Raw -34548.963479 + Penalty 1964.626727 = -32584.336752
  nChanged 2
		SP:Iteration 6Q (165382.660000 sec): 3 clusters
  Score: Raw -34551.369158 + Penalty 1964.626727 = -32586.742430
  nChanged 1
		SP:Iteration 7Q (165382.860000 sec): 3 clusters
  Score: Raw -34552.956879 + Penalty 1964.626727 = -32588.330152
  nChanged 1
		SP:Iteration 8Q (165383.000000 sec): 3 clusters
  Score: Raw -34556.056481 + Penalty 1964.626727 = -32591.429754
  nChanged 1
		SP:Iteration 9Q (165383.200000 sec): 3 clusters
  Score: Raw -34557.625873 + Penalty 1964.626727 = -32592.999146
  nChanged 2
		SP:Iteration 10Q (165383.350000 sec): 3 clusters
  Score: Raw -34561.304502 + Penalty 1964.626727 = -32596.677775
  nChanged 2
		SP:Iteration 11Q (165383.550000 sec): 3 clusters
  Score: Raw -34566.886802 + Penalty 1964.626727 = -32602.260075
  nChanged 2
		SP:Iteration 12Q (165383.730000 sec): 3 clusters
  Score: Raw -34571.113229 + Penalty 1964.626727 = -32606.486502
  nChanged 3
		SP:Iteration 13Q (165383.910000 sec): 3 clusters
  Score: Raw -34578.777235 + Penalty 1964.626727 = -32614.150508
  nChanged 1
		SP:Iteration 14Q (165384.110000 sec): 3 clusters
  Score: Raw -34582.021465 + Penalty 1964.626727 = -32617.394738
  nChanged 1
		SP:Iteration 15Q (165384.320000 sec): 3 clusters
  Score: Raw -34585.352936 + Penalty 1964.626727 = -32620.726209
  nChanged 0
		SP:Iteration 16F (165384.520000 sec): 3 clusters
  Score: Raw -34585.352936 + Penalty 1964.626727 = -32620.726209
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 46 (4641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165384.610000 sec): 2 clusters
  Score: Raw -385339.513871 + Penalty 1371.936335 = -383967.577535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165384.810000 sec): 3 clusters
  Score: Raw -382892.971798 + Penalty 2743.872670 = -380149.099128
  nChanged 1911
		SP:Iteration 1F (165385.000000 sec): 3 clusters
  Score: Raw -384017.166294 + Penalty 2743.872670 = -381273.293624
  nChanged 340
		SP:Iteration 2F (165385.200000 sec): 3 clusters
  Score: Raw -384219.696155 + Penalty 2743.872670 = -381475.823485
  nChanged 255
		SP:Iteration 3F (165385.440000 sec): 3 clusters
  Score: Raw -384350.550925 + Penalty 2743.872670 = -381606.678255
  nChanged 187
		SP:Iteration 4Q (165385.620000 sec): 3 clusters
  Score: Raw -384438.216996 + Penalty 2743.872670 = -381694.344325
  nChanged 155
		SP:Iteration 5Q (165385.810000 sec): 3 clusters
  Score: Raw -384509.251131 + Penalty 2743.872670 = -381765.378461
  nChanged 117
		SP:Iteration 6Q (165386.010000 sec): 3 clusters
  Score: Raw -384556.915008 + Penalty 2743.872670 = -381813.042338
  nChanged 78
		SP:Iteration 7Q (165386.250000 sec): 3 clusters
  Score: Raw -384587.990313 + Penalty 2743.872670 = -381844.117643
  nChanged 70
		SP:Iteration 8Q (165386.440000 sec): 3 clusters
  Score: Raw -384608.263495 + Penalty 2743.872670 = -381864.390825
  nChanged 55
		SP:Iteration 9Q (165386.660000 sec): 3 clusters
  Score: Raw -384627.610989 + Penalty 2743.872670 = -381883.738319
  nChanged 62
		SP:Iteration 10Q (165386.880000 sec): 3 clusters
  Score: Raw -384650.535552 + Penalty 2743.872670 = -381906.662881
  nChanged 69
		SP:Iteration 11Q (165387.070000 sec): 3 clusters
  Score: Raw -384679.564276 + Penalty 2743.872670 = -381935.691605
  nChanged 86
		SP:Iteration 12Q (165387.310000 sec): 3 clusters
  Score: Raw -384716.561844 + Penalty 2743.872670 = -381972.689174
  nChanged 98
		SP:Iteration 13Q (165387.520000 sec): 3 clusters
  Score: Raw -384762.315462 + Penalty 2743.872670 = -382018.442792
  nChanged 101
		SP:Iteration 14Q (165387.740000 sec): 3 clusters
  Score: Raw -384815.667739 + Penalty 2743.872670 = -382071.795069
  nChanged 115
		SP:Iteration 15Q (165387.950000 sec): 3 clusters
  Score: Raw -384868.639293 + Penalty 2743.872670 = -382124.766623
  nChanged 126
		SP:Iteration 16Q (165388.190000 sec): 3 clusters
  Score: Raw -384934.215503 + Penalty 2743.872670 = -382190.342832
  nChanged 125
		SP:Iteration 17Q (165388.380000 sec): 3 clusters
  Score: Raw -385003.700435 + Penalty 2743.872670 = -382259.827764
  nChanged 133
		SP:Iteration 18Q (165388.600000 sec): 3 clusters
  Score: Raw -385087.722229 + Penalty 2743.872670 = -382343.849559
  nChanged 139
		SP:Iteration 19Q (165388.750000 sec): 3 clusters
  Score: Raw -385172.032496 + Penalty 2743.872670 = -382428.159826
  nChanged 134
		SP:Iteration 20F (165388.980000 sec): 3 clusters
  Score: Raw -385252.874641 + Penalty 2743.872670 = -382509.001971
  nChanged 134
		SP:Iteration 21Q (165389.170000 sec): 3 clusters
  Score: Raw -385334.748226 + Penalty 2743.872670 = -382590.875555
  nChanged 122
		SP:Iteration 22Q (165389.350000 sec): 3 clusters
  Score: Raw -385410.685879 + Penalty 2743.872670 = -382666.813208
  nChanged 115
		SP:Iteration 23Q (165389.550000 sec): 3 clusters
  Score: Raw -385476.250575 + Penalty 2743.872670 = -382732.377904
  nChanged 99
		SP:Iteration 24Q (165389.790000 sec): 3 clusters
  Score: Raw -385523.692875 + Penalty 2743.872670 = -382779.820204
  nChanged 89
		SP:Iteration 25Q (165389.960000 sec): 3 clusters
  Score: Raw -385569.638803 + Penalty 2743.872670 = -382825.766133
  nChanged 57
		SP:Iteration 26Q (165390.180000 sec): 3 clusters
  Score: Raw -385603.676198 + Penalty 2743.872670 = -382859.803527
  nChanged 69
		SP:Iteration 27Q (165390.420000 sec): 3 clusters
  Score: Raw -385651.966907 + Penalty 2743.872670 = -382908.094237
  nChanged 61
		SP:Iteration 28Q (165390.610000 sec): 3 clusters
  Score: Raw -385697.772002 + Penalty 2743.872670 = -382953.899331
  nChanged 46
		SP:Iteration 29Q (165390.810000 sec): 3 clusters
  Score: Raw -385736.783110 + Penalty 2743.872670 = -382992.910439
  nChanged 57
		SP:Iteration 30Q (165391.050000 sec): 3 clusters
  Score: Raw -385779.008734 + Penalty 2743.872670 = -383035.136064
  nChanged 44
		SP:Iteration 31Q (165391.210000 sec): 3 clusters
  Score: Raw -385815.820293 + Penalty 2743.872670 = -383071.947623
  nChanged 50
		SP:Iteration 32Q (165391.440000 sec): 3 clusters
  Score: Raw -385856.517892 + Penalty 2743.872670 = -383112.645222
  nChanged 37
		SP:Iteration 33Q (165391.650000 sec): 3 clusters
  Score: Raw -385882.087138 + Penalty 2743.872670 = -383138.214468
  nChanged 30
		SP:Iteration 34Q (165391.830000 sec): 3 clusters
  Score: Raw -385903.315694 + Penalty 2743.872670 = -383159.443024
  nChanged 26
		SP:Iteration 35Q (165392.040000 sec): 3 clusters
  Score: Raw -385917.770738 + Penalty 2743.872670 = -383173.898068
  nChanged 18
		SP:Iteration 36Q (165392.240000 sec): 3 clusters
  Score: Raw -385926.698744 + Penalty 2743.872670 = -383182.826074
  nChanged 11
		SP:Iteration 37Q (165392.450000 sec): 3 clusters
  Score: Raw -385932.719560 + Penalty 2743.872670 = -383188.846890
  nChanged 9
		SP:Iteration 38Q (165392.610000 sec): 3 clusters
  Score: Raw -385937.557201 + Penalty 2743.872670 = -383193.684531
  nChanged 7
		SP:Iteration 39Q (165392.790000 sec): 3 clusters
  Score: Raw -385940.721217 + Penalty 2743.872670 = -383196.848546
  nChanged 3
		SP:Iteration 40F (165393.000000 sec): 3 clusters
  Score: Raw -385942.354164 + Penalty 2743.872670 = -383198.481494
  nChanged 2
		SP:Iteration 41Q (165393.190000 sec): 3 clusters
  Score: Raw -385943.272681 + Penalty 2743.872670 = -383199.400011
  nChanged 0
		SP:Iteration 42F (165393.440000 sec): 3 clusters
  Score: Raw -385943.272681 + Penalty 2743.872670 = -383199.400011
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 47 (4998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165393.520000 sec): 2 clusters
  Score: Raw -400475.206334 + Penalty 1383.978881 = -399091.227454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165393.720000 sec): 3 clusters
  Score: Raw -397871.775162 + Penalty 2767.957761 = -395103.817401
  nChanged 2057
		SP:Iteration 1F (165393.960000 sec): 3 clusters
  Score: Raw -398951.940859 + Penalty 2767.957761 = -396183.983097
  nChanged 362
		SP:Iteration 2F (165394.150000 sec): 3 clusters
  Score: Raw -399166.667616 + Penalty 2767.957761 = -396398.709855
  nChanged 283
		SP:Iteration 3F (165394.340000 sec): 3 clusters
  Score: Raw -399414.423567 + Penalty 2767.957761 = -396646.465806
  nChanged 306
		SP:Iteration 4F (165394.510000 sec): 3 clusters
  Score: Raw -399723.235648 + Penalty 2767.957761 = -396955.277887
  nChanged 346
		SP:Iteration 5F (165394.700000 sec): 3 clusters
  Score: Raw -400106.300590 + Penalty 2767.957761 = -397338.342829
  nChanged 334
		SP:Iteration 6F (165394.890000 sec): 3 clusters
  Score: Raw -400509.617780 + Penalty 2767.957761 = -397741.660019
  nChanged 297
		SP:Iteration 7F (165395.140000 sec): 3 clusters
  Score: Raw -400786.945944 + Penalty 2767.957761 = -398018.988182
  nChanged 232
		SP:Iteration 8Q (165395.330000 sec): 3 clusters
  Score: Raw -400945.981568 + Penalty 2767.957761 = -398178.023807
  nChanged 162
		SP:Iteration 9Q (165395.530000 sec): 3 clusters
  Score: Raw -401033.930667 + Penalty 2767.957761 = -398265.972905
  nChanged 115
		SP:Iteration 10Q (165395.770000 sec): 3 clusters
  Score: Raw -401091.020242 + Penalty 2767.957761 = -398323.062481
  nChanged 87
		SP:Iteration 11Q (165395.970000 sec): 3 clusters
  Score: Raw -401135.191723 + Penalty 2767.957761 = -398367.233962
  nChanged 77
		SP:Iteration 12Q (165396.210000 sec): 3 clusters
  Score: Raw -401169.444878 + Penalty 2767.957761 = -398401.487117
  nChanged 71
		SP:Iteration 13Q (165396.390000 sec): 3 clusters
  Score: Raw -401201.327807 + Penalty 2767.957761 = -398433.370046
  nChanged 56
		SP:Iteration 14Q (165396.590000 sec): 3 clusters
  Score: Raw -401218.235345 + Penalty 2767.957761 = -398450.277584
  nChanged 44
		SP:Iteration 15Q (165396.760000 sec): 3 clusters
  Score: Raw -401234.072867 + Penalty 2767.957761 = -398466.115106
  nChanged 48
		SP:Iteration 16Q (165397.010000 sec): 3 clusters
  Score: Raw -401248.658273 + Penalty 2767.957761 = -398480.700511
  nChanged 47
		SP:Iteration 17Q (165397.200000 sec): 3 clusters
  Score: Raw -401263.247197 + Penalty 2767.957761 = -398495.289436
  nChanged 43
		SP:Iteration 18Q (165397.420000 sec): 3 clusters
  Score: Raw -401277.711026 + Penalty 2767.957761 = -398509.753265
  nChanged 38
		SP:Iteration 19Q (165397.580000 sec): 3 clusters
  Score: Raw -401291.675469 + Penalty 2767.957761 = -398523.717708
  nChanged 52
		SP:Iteration 20F (165397.790000 sec): 3 clusters
  Score: Raw -401314.050144 + Penalty 2767.957761 = -398546.092383
  nChanged 62
		SP:Iteration 21Q (165398.040000 sec): 3 clusters
  Score: Raw -401350.366021 + Penalty 2767.957761 = -398582.408259
  nChanged 71
		SP:Iteration 22Q (165398.270000 sec): 3 clusters
  Score: Raw -401390.072216 + Penalty 2767.957761 = -398622.114455
  nChanged 71
		SP:Iteration 23Q (165398.450000 sec): 3 clusters
  Score: Raw -401423.112836 + Penalty 2767.957761 = -398655.155075
  nChanged 68
		SP:Iteration 24Q (165398.630000 sec): 3 clusters
  Score: Raw -401469.029507 + Penalty 2767.957761 = -398701.071745
  nChanged 89
		SP:Iteration 25Q (165398.830000 sec): 3 clusters
  Score: Raw -401525.979278 + Penalty 2767.957761 = -398758.021517
  nChanged 84
		SP:Iteration 26Q (165399.060000 sec): 3 clusters
  Score: Raw -401580.819548 + Penalty 2767.957761 = -398812.861787
  nChanged 74
		SP:Iteration 27Q (165399.230000 sec): 3 clusters
  Score: Raw -401629.916134 + Penalty 2767.957761 = -398861.958373
  nChanged 59
		SP:Iteration 28Q (165399.470000 sec): 3 clusters
  Score: Raw -401671.940654 + Penalty 2767.957761 = -398903.982893
  nChanged 59
		SP:Iteration 29Q (165399.690000 sec): 3 clusters
  Score: Raw -401709.733475 + Penalty 2767.957761 = -398941.775714
  nChanged 44
		SP:Iteration 30Q (165399.900000 sec): 3 clusters
  Score: Raw -401737.098221 + Penalty 2767.957761 = -398969.140460
  nChanged 44
		SP:Iteration 31Q (165400.110000 sec): 3 clusters
  Score: Raw -401766.261125 + Penalty 2767.957761 = -398998.303364
  nChanged 44
		SP:Iteration 32Q (165400.310000 sec): 3 clusters
  Score: Raw -401798.247904 + Penalty 2767.957761 = -399030.290143
  nChanged 40
		SP:Iteration 33Q (165400.510000 sec): 3 clusters
  Score: Raw -401836.358967 + Penalty 2767.957761 = -399068.401206
  nChanged 31
		SP:Iteration 34Q (165400.680000 sec): 3 clusters
  Score: Raw -401855.430881 + Penalty 2767.957761 = -399087.473120
  nChanged 23
		SP:Iteration 35Q (165400.950000 sec): 3 clusters
  Score: Raw -401868.212156 + Penalty 2767.957761 = -399100.254395
  nChanged 17
		SP:Iteration 36Q (165401.050000 sec): 3 clusters
  Score: Raw -401874.886136 + Penalty 2767.957761 = -399106.928375
  nChanged 14
		SP:Iteration 37Q (165401.280000 sec): 3 clusters
  Score: Raw -401880.549999 + Penalty 2767.957761 = -399112.592238
  nChanged 12
		SP:Iteration 38Q (165401.470000 sec): 3 clusters
  Score: Raw -401884.785347 + Penalty 2767.957761 = -399116.827585
  nChanged 6
		SP:Iteration 39Q (165401.730000 sec): 3 clusters
  Score: Raw -401886.535901 + Penalty 2767.957761 = -399118.578139
  nChanged 5
		SP:Iteration 40F (165401.990000 sec): 3 clusters
  Score: Raw -401887.889148 + Penalty 2767.957761 = -399119.931386
  nChanged 8
		SP:Iteration 41Q (165402.170000 sec): 3 clusters
  Score: Raw -401890.333588 + Penalty 2767.957761 = -399122.375826
  nChanged 5
		SP:Iteration 42Q (165402.380000 sec): 3 clusters
  Score: Raw -401891.241044 + Penalty 2767.957761 = -399123.283283
  nChanged 1
		SP:Iteration 43Q (165402.640000 sec): 3 clusters
  Score: Raw -401891.503681 + Penalty 2767.957761 = -399123.545920
  nChanged 2
		SP:Iteration 44Q (165402.830000 sec): 3 clusters
  Score: Raw -401891.868657 + Penalty 2767.957761 = -399123.910896
  nChanged 1
		SP:Iteration 45Q (165403.070000 sec): 3 clusters
  Score: Raw -401892.079824 + Penalty 2767.957761 = -399124.122063
  nChanged 0
		SP:Iteration 46F (165403.270000 sec): 3 clusters
  Score: Raw -401892.079824 + Penalty 2767.957761 = -399124.122063
  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 10.71 GB.

 Trying to split cluster 48 (15130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165403.450000 sec): 2 clusters
  Score: Raw -1339562.232190 + Penalty 1563.970656 = -1337998.261534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165403.680000 sec): 3 clusters
  Score: Raw -1330696.893052 + Penalty 3127.941312 = -1327568.951740
  nChanged 6652
		SP:Iteration 1F (165403.930000 sec): 3 clusters
  Score: Raw -1334381.717648 + Penalty 3127.941312 = -1331253.776336
  nChanged 911
		SP:Iteration 2F (165404.230000 sec): 3 clusters
  Score: Raw -1334789.310005 + Penalty 3127.941312 = -1331661.368693
  nChanged 831
		SP:Iteration 3F (165404.520000 sec): 3 clusters
  Score: Raw -1335145.396174 + Penalty 3127.941312 = -1332017.454862
  nChanged 723
		SP:Iteration 4Q (165404.760000 sec): 3 clusters
  Score: Raw -1335431.617770 + Penalty 3127.941312 = -1332303.676458
  nChanged 621
		SP:Iteration 5Q (165405.050000 sec): 3 clusters
  Score: Raw -1335707.903670 + Penalty 3127.941312 = -1332579.962358
  nChanged 642
		SP:Iteration 6Q (165405.250000 sec): 3 clusters
  Score: Raw -1336032.225913 + Penalty 3127.941312 = -1332904.284601
  nChanged 658
		SP:Iteration 7Q (165405.460000 sec): 3 clusters
  Score: Raw -1336472.917325 + Penalty 3127.941312 = -1333344.976012
  nChanged 734
		SP:Iteration 8Q (165405.770000 sec): 3 clusters
  Score: Raw -1337008.124847 + Penalty 3127.941312 = -1333880.183535
  nChanged 815
		SP:Iteration 9F (165406.000000 sec): 3 clusters
  Score: Raw -1337610.786994 + Penalty 3127.941312 = -1334482.845682
  nChanged 769
		SP:Iteration 10F (165406.240000 sec): 3 clusters
  Score: Raw -1338136.991367 + Penalty 3127.941312 = -1335009.050054
  nChanged 673
		SP:Iteration 11Q (165406.510000 sec): 3 clusters
  Score: Raw -1338566.664513 + Penalty 3127.941312 = -1335438.723200
  nChanged 567
		SP:Iteration 12Q (165406.740000 sec): 3 clusters
  Score: Raw -1338839.857485 + Penalty 3127.941312 = -1335711.916173
  nChanged 433
		SP:Iteration 13Q (165406.990000 sec): 3 clusters
  Score: Raw -1339030.153515 + Penalty 3127.941312 = -1335902.212203
  nChanged 342
		SP:Iteration 14Q (165407.280000 sec): 3 clusters
  Score: Raw -1339169.187298 + Penalty 3127.941312 = -1336041.245986
  nChanged 287
		SP:Iteration 15Q (165407.530000 sec): 3 clusters
  Score: Raw -1339281.081627 + Penalty 3127.941312 = -1336153.140315
  nChanged 260
		SP:Iteration 16Q (165407.730000 sec): 3 clusters
  Score: Raw -1339378.550908 + Penalty 3127.941312 = -1336250.609596
  nChanged 230
		SP:Iteration 17Q (165408.020000 sec): 3 clusters
  Score: Raw -1339458.696348 + Penalty 3127.941312 = -1336330.755035
  nChanged 213
		SP:Iteration 18Q (165408.260000 sec): 3 clusters
  Score: Raw -1339540.725106 + Penalty 3127.941312 = -1336412.783794
  nChanged 202
		SP:Iteration 19Q (165408.460000 sec): 3 clusters
  Score: Raw -1339619.759177 + Penalty 3127.941312 = -1336491.817865
  nChanged 215
		SP:Iteration 20F (165408.700000 sec): 3 clusters
  Score: Raw -1339714.995740 + Penalty 3127.941312 = -1336587.054428
  nChanged 219
		SP:Iteration 21Q (165409.000000 sec): 3 clusters
  Score: Raw -1339813.098765 + Penalty 3127.941312 = -1336685.157453
  nChanged 195
		SP:Iteration 22Q (165409.270000 sec): 3 clusters
  Score: Raw -1339891.767004 + Penalty 3127.941312 = -1336763.825692
  nChanged 194
		SP:Iteration 23Q (165409.500000 sec): 3 clusters
  Score: Raw -1339974.323495 + Penalty 3127.941312 = -1336846.382182
  nChanged 173
		SP:Iteration 24Q (165409.700000 sec): 3 clusters
  Score: Raw -1340041.285595 + Penalty 3127.941312 = -1336913.344282
  nChanged 151
		SP:Iteration 25Q (165409.950000 sec): 3 clusters
  Score: Raw -1340099.158523 + Penalty 3127.941312 = -1336971.217211
  nChanged 124
		SP:Iteration 26Q (165410.200000 sec): 3 clusters
  Score: Raw -1340151.294535 + Penalty 3127.941312 = -1337023.353222
  nChanged 121
		SP:Iteration 27Q (165410.450000 sec): 3 clusters
  Score: Raw -1340200.160592 + Penalty 3127.941312 = -1337072.219279
  nChanged 116
		SP:Iteration 28Q (165410.750000 sec): 3 clusters
  Score: Raw -1340243.215573 + Penalty 3127.941312 = -1337115.274261
  nChanged 98
		SP:Iteration 29Q (165410.990000 sec): 3 clusters
  Score: Raw -1340275.641995 + Penalty 3127.941312 = -1337147.700683
  nChanged 85
		SP:Iteration 30Q (165411.210000 sec): 3 clusters
  Score: Raw -1340300.629096 + Penalty 3127.941312 = -1337172.687784
  nChanged 68
		SP:Iteration 31Q (165411.480000 sec): 3 clusters
  Score: Raw -1340319.352245 + Penalty 3127.941312 = -1337191.410933
  nChanged 61
		SP:Iteration 32Q (165411.750000 sec): 3 clusters
  Score: Raw -1340333.679113 + Penalty 3127.941312 = -1337205.737801
  nChanged 60
		SP:Iteration 33Q (165412.010000 sec): 3 clusters
  Score: Raw -1340345.114587 + Penalty 3127.941312 = -1337217.173275
  nChanged 38
		SP:Iteration 34Q (165412.270000 sec): 3 clusters
  Score: Raw -1340352.369579 + Penalty 3127.941312 = -1337224.428267
  nChanged 37
		SP:Iteration 35Q (165412.480000 sec): 3 clusters
  Score: Raw -1340358.394161 + Penalty 3127.941312 = -1337230.452848
  nChanged 33
		SP:Iteration 36Q (165412.790000 sec): 3 clusters
  Score: Raw -1340365.046263 + Penalty 3127.941312 = -1337237.104951
  nChanged 36
		SP:Iteration 37Q (165413.010000 sec): 3 clusters
  Score: Raw -1340370.613148 + Penalty 3127.941312 = -1337242.671836
  nChanged 34
		SP:Iteration 38Q (165413.210000 sec): 3 clusters
  Score: Raw -1340374.979387 + Penalty 3127.941312 = -1337247.038074
  nChanged 18
		SP:Iteration 39Q (165413.480000 sec): 3 clusters
  Score: Raw -1340377.484778 + Penalty 3127.941312 = -1337249.543466
  nChanged 17
		SP:Iteration 40F (165413.780000 sec): 3 clusters
  Score: Raw -1340380.116019 + Penalty 3127.941312 = -1337252.174706
  nChanged 17
		SP:Iteration 41Q (165413.990000 sec): 3 clusters
  Score: Raw -1340382.180320 + Penalty 3127.941312 = -1337254.239008
  nChanged 15
		SP:Iteration 42Q (165414.230000 sec): 3 clusters
  Score: Raw -1340383.587248 + Penalty 3127.941312 = -1337255.645936
  nChanged 11
		SP:Iteration 43Q (165414.470000 sec): 3 clusters
  Score: Raw -1340384.463723 + Penalty 3127.941312 = -1337256.522411
  nChanged 12
		SP:Iteration 44Q (165414.690000 sec): 3 clusters
  Score: Raw -1340385.154899 + Penalty 3127.941312 = -1337257.213587
  nChanged 3
		SP:Iteration 45Q (165414.880000 sec): 3 clusters
  Score: Raw -1340385.259886 + Penalty 3127.941312 = -1337257.318574
  nChanged 4
		SP:Iteration 46Q (165415.130000 sec): 3 clusters
  Score: Raw -1340385.464684 + Penalty 3127.941312 = -1337257.523371
  nChanged 6
		SP:Iteration 47Q (165415.380000 sec): 3 clusters
  Score: Raw -1340386.021495 + Penalty 3127.941312 = -1337258.080183
  nChanged 5
		SP:Iteration 48Q (165415.630000 sec): 3 clusters
  Score: Raw -1340386.762666 + Penalty 3127.941312 = -1337258.821353
  nChanged 7
		SP:Iteration 49Q (165415.850000 sec): 3 clusters
  Score: Raw -1340387.572595 + Penalty 3127.941312 = -1337259.631283
  nChanged 11
		SP:Iteration 50Q (165416.060000 sec): 3 clusters
  Score: Raw -1340388.511896 + Penalty 3127.941312 = -1337260.570584
  nChanged 4
		SP:Iteration 51Q (165416.290000 sec): 3 clusters
  Score: Raw -1340388.744945 + Penalty 3127.941312 = -1337260.803632
  nChanged 5
		SP:Iteration 52Q (165416.600000 sec): 3 clusters
  Score: Raw -1340388.986334 + Penalty 3127.941312 = -1337261.045021
  nChanged 4
		SP:Iteration 53Q (165416.850000 sec): 3 clusters
  Score: Raw -1340389.203352 + Penalty 3127.941312 = -1337261.262040
  nChanged 3
		SP:Iteration 54Q (165417.050000 sec): 3 clusters
  Score: Raw -1340389.410774 + Penalty 3127.941312 = -1337261.469462
  nChanged 4
		SP:Iteration 55Q (165417.320000 sec): 3 clusters
  Score: Raw -1340389.642630 + Penalty 3127.941312 = -1337261.701318
  nChanged 2
		SP:Iteration 56Q (165417.600000 sec): 3 clusters
  Score: Raw -1340389.747147 + Penalty 3127.941312 = -1337261.805835
  nChanged 3
		SP:Iteration 57Q (165417.800000 sec): 3 clusters
  Score: Raw -1340389.949604 + Penalty 3127.941312 = -1337262.008292
  nChanged 3
		SP:Iteration 58Q (165418.070000 sec): 3 clusters
  Score: Raw -1340390.088722 + Penalty 3127.941312 = -1337262.147410
  nChanged 4
		SP:Iteration 59Q (165418.290000 sec): 3 clusters
  Score: Raw -1340390.519521 + Penalty 3127.941312 = -1337262.578209
  nChanged 8
		SP:Iteration 60F (165418.490000 sec): 3 clusters
  Score: Raw -1340391.168848 + Penalty 3127.941312 = -1337263.227536
  nChanged 10
		SP:Iteration 61Q (165418.800000 sec): 3 clusters
  Score: Raw -1340391.860958 + Penalty 3127.941312 = -1337263.919646
  nChanged 5
		SP:Iteration 62Q (165419.030000 sec): 3 clusters
  Score: Raw -1340392.329056 + Penalty 3127.941312 = -1337264.387744
  nChanged 3
		SP:Iteration 63Q (165419.250000 sec): 3 clusters
  Score: Raw -1340392.813448 + Penalty 3127.941312 = -1337264.872136
  nChanged 4
		SP:Iteration 64Q (165419.480000 sec): 3 clusters
  Score: Raw -1340393.245668 + Penalty 3127.941312 = -1337265.304356
  nChanged 6
		SP:Iteration 65Q (165419.660000 sec): 3 clusters
  Score: Raw -1340393.697517 + Penalty 3127.941312 = -1337265.756205
  nChanged 3
		SP:Iteration 66Q (165419.910000 sec): 3 clusters
  Score: Raw -1340393.857587 + Penalty 3127.941312 = -1337265.916275
  nChanged 4
		SP:Iteration 67Q (165420.140000 sec): 3 clusters
  Score: Raw -1340394.227017 + Penalty 3127.941312 = -1337266.285704
  nChanged 6
		SP:Iteration 68Q (165420.380000 sec): 3 clusters
  Score: Raw -1340394.706963 + Penalty 3127.941312 = -1337266.765651
  nChanged 6
		SP:Iteration 69Q (165420.610000 sec): 3 clusters
  Score: Raw -1340395.171592 + Penalty 3127.941312 = -1337267.230280
  nChanged 7
		SP:Iteration 70Q (165420.830000 sec): 3 clusters
  Score: Raw -1340395.688034 + Penalty 3127.941312 = -1337267.746721
  nChanged 3
		SP:Iteration 71Q (165421.080000 sec): 3 clusters
  Score: Raw -1340395.968686 + Penalty 3127.941312 = -1337268.027374
  nChanged 5
		SP:Iteration 72Q (165421.280000 sec): 3 clusters
  Score: Raw -1340396.408228 + Penalty 3127.941312 = -1337268.466916
  nChanged 4
		SP:Iteration 73Q (165421.570000 sec): 3 clusters
  Score: Raw -1340396.681871 + Penalty 3127.941312 = -1337268.740559
  nChanged 2
		SP:Iteration 74Q (165421.810000 sec): 3 clusters
  Score: Raw -1340396.769803 + Penalty 3127.941312 = -1337268.828490
  nChanged 3
		SP:Iteration 75Q (165422.020000 sec): 3 clusters
  Score: Raw -1340396.881915 + Penalty 3127.941312 = -1337268.940603
  nChanged 1
		SP:Iteration 76Q (165422.270000 sec): 3 clusters
  Score: Raw -1340396.919445 + Penalty 3127.941312 = -1337268.978133
  nChanged 1
		SP:Iteration 77Q (165422.530000 sec): 3 clusters
  Score: Raw -1340396.990202 + Penalty 3127.941312 = -1337269.048889
  nChanged 0
		SP:Iteration 78F (165422.800000 sec): 3 clusters
  Score: Raw -1340396.990202 + Penalty 3127.941312 = -1337269.048889
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 49 (341163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165424.300000 sec): 2 clusters
  Score: Raw -29620967.132641 + Penalty 2070.268793 = -29618896.863848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165425.880000 sec): 3 clusters
  Score: Raw -29392249.958652 + Penalty 4140.537586 = -29388109.421066
  nChanged 166717
		SP:Iteration 1F (165427.560000 sec): 3 clusters
  Score: Raw -29492559.970790 + Penalty 4140.537586 = -29488419.433205
  nChanged 8576
		SP:Iteration 2Q (165429.420000 sec): 3 clusters
  Score: Raw -29494299.898656 + Penalty 4140.537586 = -29490159.361070
  nChanged 9407
		SP:Iteration 3Q (165431.180000 sec): 3 clusters
  Score: Raw -29496495.754414 + Penalty 4140.537586 = -29492355.216828
  nChanged 10309
		SP:Iteration 4Q (165433.170000 sec): 3 clusters
  Score: Raw -29499309.908720 + Penalty 4140.537586 = -29495169.371134
  nChanged 11778
		SP:Iteration 5Q (165435.020000 sec): 3 clusters
  Score: Raw -29503121.876577 + Penalty 4140.537586 = -29498981.338992
  nChanged 13502
		SP:Iteration 6Q (165436.780000 sec): 3 clusters
  Score: Raw -29508190.423027 + Penalty 4140.537586 = -29504049.885442
  nChanged 15583
		SP:Iteration 7Q (165438.520000 sec): 3 clusters
  Score: Raw -29515222.130704 + Penalty 4140.537586 = -29511081.593118
  nChanged 18038
		SP:Iteration 8F (165440.270000 sec): 3 clusters
  Score: Raw -29525253.253550 + Penalty 4140.537586 = -29521112.715965
  nChanged 20336
		SP:Iteration 9F (165441.980000 sec): 3 clusters
  Score: Raw -29539177.562415 + Penalty 4140.537586 = -29535037.024829
  nChanged 21720
		SP:Iteration 10F (165443.670000 sec): 3 clusters
  Score: Raw -29556715.757278 + Penalty 4140.537586 = -29552575.219692
  nChanged 20205
		SP:Iteration 11F (165445.310000 sec): 3 clusters
  Score: Raw -29572585.878652 + Penalty 4140.537586 = -29568445.341067
  nChanged 16187
		SP:Iteration 12Q (165446.920000 sec): 3 clusters
  Score: Raw -29583110.499164 + Penalty 4140.537586 = -29578969.961578
  nChanged 11465
		SP:Iteration 13Q (165448.620000 sec): 3 clusters
  Score: Raw -29589408.412262 + Penalty 4140.537586 = -29585267.874676
  nChanged 8362
		SP:Iteration 14Q (165450.270000 sec): 3 clusters
  Score: Raw -29593678.099804 + Penalty 4140.537586 = -29589537.562218
  nChanged 6690
		SP:Iteration 15Q (165451.920000 sec): 3 clusters
  Score: Raw -29597101.188454 + Penalty 4140.537586 = -29592960.650868
  nChanged 5693
		SP:Iteration 16Q (165453.760000 sec): 3 clusters
  Score: Raw -29599963.663054 + Penalty 4140.537586 = -29595823.125469
  nChanged 5119
		SP:Iteration 17Q (165455.590000 sec): 3 clusters
  Score: Raw -29602465.553765 + Penalty 4140.537586 = -29598325.016179
  nChanged 4627
		SP:Iteration 18Q (165457.440000 sec): 3 clusters
  Score: Raw -29604657.809926 + Penalty 4140.537586 = -29600517.272340
  nChanged 4297
		SP:Iteration 19Q (165458.890000 sec): 3 clusters
  Score: Raw -29606607.928686 + Penalty 4140.537586 = -29602467.391100
  nChanged 3819
		SP:Iteration 20F (165460.490000 sec): 3 clusters
  Score: Raw -29608249.080392 + Penalty 4140.537586 = -29604108.542807
  nChanged 3393
		SP:Iteration 21Q (165461.920000 sec): 3 clusters
  Score: Raw -29609609.406328 + Penalty 4140.537586 = -29605468.868742
  nChanged 3037
		SP:Iteration 22Q (165463.490000 sec): 3 clusters
  Score: Raw -29610750.615407 + Penalty 4140.537586 = -29606610.077821
  nChanged 2838
		SP:Iteration 23Q (165465.240000 sec): 3 clusters
  Score: Raw -29611771.591797 + Penalty 4140.537586 = -29607631.054212
  nChanged 2580
		SP:Iteration 24Q (165466.940000 sec): 3 clusters
  Score: Raw -29612653.228054 + Penalty 4140.537586 = -29608512.690469
  nChanged 2384
		SP:Iteration 25Q (165468.450000 sec): 3 clusters
  Score: Raw -29613444.585137 + Penalty 4140.537586 = -29609304.047551
  nChanged 2217
		SP:Iteration 26Q (165470.020000 sec): 3 clusters
  Score: Raw -29614164.285474 + Penalty 4140.537586 = -29610023.747889
  nChanged 2036
		SP:Iteration 27Q (165471.510000 sec): 3 clusters
  Score: Raw -29614797.583902 + Penalty 4140.537586 = -29610657.046317
  nChanged 1840
		SP:Iteration 28Q (165472.950000 sec): 3 clusters
  Score: Raw -29615365.503792 + Penalty 4140.537586 = -29611224.966207
  nChanged 1749
		SP:Iteration 29Q (165474.410000 sec): 3 clusters
  Score: Raw -29615904.723674 + Penalty 4140.537586 = -29611764.186088
  nChanged 1626
		SP:Iteration 30Q (165475.980000 sec): 3 clusters
  Score: Raw -29616389.676336 + Penalty 4140.537586 = -29612249.138750
  nChanged 1464
		SP:Iteration 31Q (165477.390000 sec): 3 clusters
  Score: Raw -29616825.835333 + Penalty 4140.537586 = -29612685.297747
  nChanged 1387
		SP:Iteration 32Q (165478.970000 sec): 3 clusters
  Score: Raw -29617235.258926 + Penalty 4140.537586 = -29613094.721340
  nChanged 1201
		SP:Iteration 33Q (165480.460000 sec): 3 clusters
  Score: Raw -29617585.438384 + Penalty 4140.537586 = -29613444.900798
  nChanged 1188
		SP:Iteration 34Q (165482.020000 sec): 3 clusters
  Score: Raw -29617938.311301 + Penalty 4140.537586 = -29613797.773715
  nChanged 1055
		SP:Iteration 35Q (165483.530000 sec): 3 clusters
  Score: Raw -29618232.628155 + Penalty 4140.537586 = -29614092.090569
  nChanged 944
		SP:Iteration 36Q (165485.000000 sec): 3 clusters
  Score: Raw -29618488.387834 + Penalty 4140.537586 = -29614347.850249
  nChanged 834
		SP:Iteration 37Q (165486.500000 sec): 3 clusters
  Score: Raw -29618706.745994 + Penalty 4140.537586 = -29614566.208408
  nChanged 752
		SP:Iteration 38Q (165488.030000 sec): 3 clusters
  Score: Raw -29618887.571113 + Penalty 4140.537586 = -29614747.033527
  nChanged 680
		SP:Iteration 39Q (165489.720000 sec): 3 clusters
  Score: Raw -29619044.467195 + Penalty 4140.537586 = -29614903.929609
  nChanged 654
		SP:Iteration 40F (165491.580000 sec): 3 clusters
  Score: Raw -29619195.426129 + Penalty 4140.537586 = -29615054.888544
  nChanged 585
		SP:Iteration 41Q (165493.390000 sec): 3 clusters
  Score: Raw -29619327.898883 + Penalty 4140.537586 = -29615187.361297
  nChanged 524
		SP:Iteration 42Q (165495.130000 sec): 3 clusters
  Score: Raw -29619439.187441 + Penalty 4140.537586 = -29615298.649855
  nChanged 471
		SP:Iteration 43Q (165496.580000 sec): 3 clusters
  Score: Raw -29619539.352561 + Penalty 4140.537586 = -29615398.814975
  nChanged 480
		SP:Iteration 44Q (165498.210000 sec): 3 clusters
  Score: Raw -29619645.086467 + Penalty 4140.537586 = -29615504.548881
  nChanged 419
		SP:Iteration 45Q (165499.750000 sec): 3 clusters
  Score: Raw -29619738.213378 + Penalty 4140.537586 = -29615597.675792
  nChanged 414
		SP:Iteration 46Q (165501.110000 sec): 3 clusters
  Score: Raw -29619834.854943 + Penalty 4140.537586 = -29615694.317358
  nChanged 408
		SP:Iteration 47Q (165502.530000 sec): 3 clusters
  Score: Raw -29619931.433147 + Penalty 4140.537586 = -29615790.895561
  nChanged 395
		SP:Iteration 48Q (165504.030000 sec): 3 clusters
  Score: Raw -29620022.042540 + Penalty 4140.537586 = -29615881.504954
  nChanged 343
		SP:Iteration 49Q (165505.500000 sec): 3 clusters
  Score: Raw -29620093.605566 + Penalty 4140.537586 = -29615953.067981
  nChanged 323
		SP:Iteration 50Q (165507.060000 sec): 3 clusters
  Score: Raw -29620163.305011 + Penalty 4140.537586 = -29616022.767425
  nChanged 288
		SP:Iteration 51Q (165508.560000 sec): 3 clusters
  Score: Raw -29620220.225956 + Penalty 4140.537586 = -29616079.688371
  nChanged 264
		SP:Iteration 52Q (165509.970000 sec): 3 clusters
  Score: Raw -29620272.062082 + Penalty 4140.537586 = -29616131.524497
  nChanged 243
		SP:Iteration 53Q (165511.460000 sec): 3 clusters
  Score: Raw -29620321.310637 + Penalty 4140.537586 = -29616180.773052
  nChanged 236
		SP:Iteration 54Q (165512.870000 sec): 3 clusters
  Score: Raw -29620368.861709 + Penalty 4140.537586 = -29616228.324124
  nChanged 235
		SP:Iteration 55Q (165514.140000 sec): 3 clusters
  Score: Raw -29620417.692445 + Penalty 4140.537586 = -29616277.154860
  nChanged 204
		SP:Iteration 56Q (165515.720000 sec): 3 clusters
  Score: Raw -29620460.176993 + Penalty 4140.537586 = -29616319.639407
  nChanged 208
		SP:Iteration 57Q (165517.160000 sec): 3 clusters
  Score: Raw -29620503.562510 + Penalty 4140.537586 = -29616363.024925
  nChanged 199
		SP:Iteration 58Q (165518.720000 sec): 3 clusters
  Score: Raw -29620541.385931 + Penalty 4140.537586 = -29616400.848345
  nChanged 175
		SP:Iteration 59Q (165520.130000 sec): 3 clusters
  Score: Raw -29620572.744943 + Penalty 4140.537586 = -29616432.207357
  nChanged 168
		SP:Iteration 60F (165521.760000 sec): 3 clusters
  Score: Raw -29620602.450889 + Penalty 4140.537586 = -29616461.913304
  nChanged 139
		SP:Iteration 61Q (165523.090000 sec): 3 clusters
  Score: Raw -29620624.411244 + Penalty 4140.537586 = -29616483.873659
  nChanged 128
		SP:Iteration 62Q (165524.660000 sec): 3 clusters
  Score: Raw -29620646.467456 + Penalty 4140.537586 = -29616505.929870
  nChanged 114
		SP:Iteration 63Q (165526.340000 sec): 3 clusters
  Score: Raw -29620665.339232 + Penalty 4140.537586 = -29616524.801646
  nChanged 114
		SP:Iteration 64Q (165528.000000 sec): 3 clusters
  Score: Raw -29620685.145516 + Penalty 4140.537586 = -29616544.607930
  nChanged 108
		SP:Iteration 65Q (165529.790000 sec): 3 clusters
  Score: Raw -29620703.753747 + Penalty 4140.537586 = -29616563.216161
  nChanged 112
		SP:Iteration 66Q (165531.750000 sec): 3 clusters
  Score: Raw -29620725.411025 + Penalty 4140.537586 = -29616584.873439
  nChanged 116
		SP:Iteration 67Q (165533.140000 sec): 3 clusters
  Score: Raw -29620746.757928 + Penalty 4140.537586 = -29616606.220342
  nChanged 100
		SP:Iteration 68Q (165534.650000 sec): 3 clusters
  Score: Raw -29620764.702114 + Penalty 4140.537586 = -29616624.164528
  nChanged 102
		SP:Iteration 69Q (165536.080000 sec): 3 clusters
  Score: Raw -29620782.273969 + Penalty 4140.537586 = -29616641.736384
  nChanged 93
		SP:Iteration 70Q (165537.560000 sec): 3 clusters
  Score: Raw -29620798.673251 + Penalty 4140.537586 = -29616658.135666
  nChanged 87
		SP:Iteration 71Q (165538.970000 sec): 3 clusters
  Score: Raw -29620812.983617 + Penalty 4140.537586 = -29616672.446031
  nChanged 88
		SP:Iteration 72Q (165540.370000 sec): 3 clusters
  Score: Raw -29620828.336002 + Penalty 4140.537586 = -29616687.798417
  nChanged 97
		SP:Iteration 73Q (165541.900000 sec): 3 clusters
  Score: Raw -29620845.957272 + Penalty 4140.537586 = -29616705.419686
  nChanged 96
		SP:Iteration 74Q (165543.520000 sec): 3 clusters
  Score: Raw -29620863.748629 + Penalty 4140.537586 = -29616723.211044
  nChanged 89
		SP:Iteration 75Q (165544.950000 sec): 3 clusters
  Score: Raw -29620880.995858 + Penalty 4140.537586 = -29616740.458272
  nChanged 75
		SP:Iteration 76Q (165546.640000 sec): 3 clusters
  Score: Raw -29620899.043082 + Penalty 4140.537586 = -29616758.505497
  nChanged 87
		SP:Iteration 77Q (165548.150000 sec): 3 clusters
  Score: Raw -29620919.223535 + Penalty 4140.537586 = -29616778.685949
  nChanged 90
		SP:Iteration 78Q (165549.680000 sec): 3 clusters
  Score: Raw -29620938.677878 + Penalty 4140.537586 = -29616798.140293
  nChanged 83
		SP:Iteration 79Q (165551.120000 sec): 3 clusters
  Score: Raw -29620959.221507 + Penalty 4140.537586 = -29616818.683922
  nChanged 89
		SP:Iteration 80F (165552.830000 sec): 3 clusters
  Score: Raw -29620983.706007 + Penalty 4140.537586 = -29616843.168421
  nChanged 96
		SP:Iteration 81Q (165554.290000 sec): 3 clusters
  Score: Raw -29621008.240649 + Penalty 4140.537586 = -29616867.703063
  nChanged 84
		SP:Iteration 82Q (165555.680000 sec): 3 clusters
  Score: Raw -29621027.132645 + Penalty 4140.537586 = -29616886.595059
  nChanged 69
		SP:Iteration 83Q (165557.190000 sec): 3 clusters
  Score: Raw -29621041.381633 + Penalty 4140.537586 = -29616900.844047
  nChanged 58
		SP:Iteration 84Q (165558.500000 sec): 3 clusters
  Score: Raw -29621055.262495 + Penalty 4140.537586 = -29616914.724909
  nChanged 58
		SP:Iteration 85Q (165559.890000 sec): 3 clusters
  Score: Raw -29621069.017170 + Penalty 4140.537586 = -29616928.479584
  nChanged 59
		SP:Iteration 86Q (165561.420000 sec): 3 clusters
  Score: Raw -29621083.940262 + Penalty 4140.537586 = -29616943.402677
  nChanged 58
		SP:Iteration 87Q (165563.180000 sec): 3 clusters
  Score: Raw -29621098.705635 + Penalty 4140.537586 = -29616958.168049
  nChanged 55
		SP:Iteration 88Q (165564.890000 sec): 3 clusters
  Score: Raw -29621115.470916 + Penalty 4140.537586 = -29616974.933331
  nChanged 70
		SP:Iteration 89Q (165566.650000 sec): 3 clusters
  Score: Raw -29621133.329403 + Penalty 4140.537586 = -29616992.791817
  nChanged 63
		SP:Iteration 90Q (165567.960000 sec): 3 clusters
  Score: Raw -29621150.418542 + Penalty 4140.537586 = -29617009.880957
  nChanged 65
		SP:Iteration 91Q (165569.310000 sec): 3 clusters
  Score: Raw -29621169.647240 + Penalty 4140.537586 = -29617029.109654
  nChanged 71
		SP:Iteration 92Q (165570.730000 sec): 3 clusters
  Score: Raw -29621190.080533 + Penalty 4140.537586 = -29617049.542948
  nChanged 54
		SP:Iteration 93Q (165572.140000 sec): 3 clusters
  Score: Raw -29621204.468931 + Penalty 4140.537586 = -29617063.931345
  nChanged 47
		SP:Iteration 94Q (165573.580000 sec): 3 clusters
  Score: Raw -29621219.319763 + Penalty 4140.537586 = -29617078.782177
  nChanged 51
		SP:Iteration 95Q (165574.910000 sec): 3 clusters
  Score: Raw -29621233.167264 + Penalty 4140.537586 = -29617092.629679
  nChanged 43
		SP:Iteration 96Q (165576.390000 sec): 3 clusters
  Score: Raw -29621246.668820 + Penalty 4140.537586 = -29617106.131235
  nChanged 53
		SP:Iteration 97Q (165577.670000 sec): 3 clusters
  Score: Raw -29621265.872524 + Penalty 4140.537586 = -29617125.334938
  nChanged 46
		SP:Iteration 98Q (165579.070000 sec): 3 clusters
  Score: Raw -29621279.073237 + Penalty 4140.537586 = -29617138.535651
  nChanged 38
		SP:Iteration 99Q (165580.730000 sec): 3 clusters
  Score: Raw -29621290.713715 + Penalty 4140.537586 = -29617150.176130
  nChanged 33
		SP:Iteration 100F (165582.290000 sec): 3 clusters
  Score: Raw -29621300.137703 + Penalty 4140.537586 = -29617159.600118
  nChanged 29
		SP:Iteration 101Q (165583.770000 sec): 3 clusters
  Score: Raw -29621308.059295 + Penalty 4140.537586 = -29617167.521710
  nChanged 16
		SP:Iteration 102Q (165585.120000 sec): 3 clusters
  Score: Raw -29621311.836046 + Penalty 4140.537586 = -29617171.298460
  nChanged 15
		SP:Iteration 103Q (165586.750000 sec): 3 clusters
  Score: Raw -29621315.026042 + Penalty 4140.537586 = -29617174.488457
  nChanged 13
		SP:Iteration 104Q (165588.100000 sec): 3 clusters
  Score: Raw -29621318.232019 + Penalty 4140.537586 = -29617177.694433
  nChanged 14
		SP:Iteration 105Q (165589.580000 sec): 3 clusters
  Score: Raw -29621321.726418 + Penalty 4140.537586 = -29617181.188832
  nChanged 11
		SP:Iteration 106Q (165591.060000 sec): 3 clusters
  Score: Raw -29621324.074555 + Penalty 4140.537586 = -29617183.536970
  nChanged 12
		SP:Iteration 107Q (165592.400000 sec): 3 clusters
  Score: Raw -29621326.357191 + Penalty 4140.537586 = -29617185.819606
  nChanged 12
		SP:Iteration 108Q (165594.070000 sec): 3 clusters
  Score: Raw -29621329.315016 + Penalty 4140.537586 = -29617188.777430
  nChanged 10
		SP:Iteration 109Q (165595.610000 sec): 3 clusters
  Score: Raw -29621331.503067 + Penalty 4140.537586 = -29617190.965482
  nChanged 6
		SP:Iteration 110Q (165597.290000 sec): 3 clusters
  Score: Raw -29621332.659310 + Penalty 4140.537586 = -29617192.121724
  nChanged 9
		SP:Iteration 111Q (165598.890000 sec): 3 clusters
  Score: Raw -29621334.976070 + Penalty 4140.537586 = -29617194.438484
  nChanged 8
		SP:Iteration 112Q (165600.450000 sec): 3 clusters
  Score: Raw -29621337.705108 + Penalty 4140.537586 = -29617197.167522
  nChanged 14
		SP:Iteration 113Q (165602.060000 sec): 3 clusters
  Score: Raw -29621341.063034 + Penalty 4140.537586 = -29617200.525449
  nChanged 13
		SP:Iteration 114Q (165603.400000 sec): 3 clusters
  Score: Raw -29621345.671120 + Penalty 4140.537586 = -29617205.133535
  nChanged 18
		SP:Iteration 115Q (165604.860000 sec): 3 clusters
  Score: Raw -29621351.317044 + Penalty 4140.537586 = -29617210.779459
  nChanged 12
		SP:Iteration 116Q (165606.410000 sec): 3 clusters
  Score: Raw -29621354.251721 + Penalty 4140.537586 = -29617213.714135
  nChanged 10
		SP:Iteration 117Q (165607.930000 sec): 3 clusters
  Score: Raw -29621356.780621 + Penalty 4140.537586 = -29617216.243035
  nChanged 10
		SP:Iteration 118Q (165609.300000 sec): 3 clusters
  Score: Raw -29621359.413936 + Penalty 4140.537586 = -29617218.876351
  nChanged 12
		SP:Iteration 119Q (165610.820000 sec): 3 clusters
  Score: Raw -29621363.351781 + Penalty 4140.537586 = -29617222.814195
  nChanged 11
		SP:Iteration 120F (165612.440000 sec): 3 clusters
  Score: Raw -29621366.092051 + Penalty 4140.537586 = -29617225.554465
  nChanged 10
		SP:Iteration 121Q (165613.830000 sec): 3 clusters
  Score: Raw -29621368.962404 + Penalty 4140.537586 = -29617228.424819
  nChanged 13
		SP:Iteration 122Q (165615.430000 sec): 3 clusters
  Score: Raw -29621373.095194 + Penalty 4140.537586 = -29617232.557608
  nChanged 7
		SP:Iteration 123Q (165616.750000 sec): 3 clusters
  Score: Raw -29621374.486317 + Penalty 4140.537586 = -29617233.948731
  nChanged 3
		SP:Iteration 124Q (165618.180000 sec): 3 clusters
  Score: Raw -29621375.270840 + Penalty 4140.537586 = -29617234.733254
  nChanged 2
		SP:Iteration 125Q (165619.720000 sec): 3 clusters
  Score: Raw -29621375.725306 + Penalty 4140.537586 = -29617235.187720
  nChanged 3
		SP:Iteration 126Q (165621.090000 sec): 3 clusters
  Score: Raw -29621376.435428 + Penalty 4140.537586 = -29617235.897843
  nChanged 5
		SP:Iteration 127Q (165622.560000 sec): 3 clusters
  Score: Raw -29621377.439130 + Penalty 4140.537586 = -29617236.901544
  nChanged 1
		SP:Iteration 128Q (165624.250000 sec): 3 clusters
  Score: Raw -29621377.604912 + Penalty 4140.537586 = -29617237.067327
  nChanged 1
		SP:Iteration 129Q (165625.800000 sec): 3 clusters
  Score: Raw -29621377.779379 + Penalty 4140.537586 = -29617237.241794
  nChanged 1
		SP:Iteration 130Q (165627.250000 sec): 3 clusters
  Score: Raw -29621378.013430 + Penalty 4140.537586 = -29617237.475845
  nChanged 1
		SP:Iteration 131Q (165628.770000 sec): 3 clusters
  Score: Raw -29621378.126818 + Penalty 4140.537586 = -29617237.589232
  nChanged 0
		SP:Iteration 132F (165630.370000 sec): 3 clusters
  Score: Raw -29621378.126818 + Penalty 4140.537586 = -29617237.589232
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 50 (7498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165630.710000 sec): 2 clusters
  Score: Raw -574425.927606 + Penalty 1449.888635 = -572976.038971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165630.940000 sec): 3 clusters
  Score: Raw -570281.951514 + Penalty 2899.777269 = -567382.174245
  nChanged 3202
		SP:Iteration 1F (165631.180000 sec): 3 clusters
  Score: Raw -572094.417661 + Penalty 2899.777269 = -569194.640392
  nChanged 610
		SP:Iteration 2F (165631.400000 sec): 3 clusters
  Score: Raw -572452.812701 + Penalty 2899.777269 = -569553.035432
  nChanged 493
		SP:Iteration 3F (165631.620000 sec): 3 clusters
  Score: Raw -572761.097150 + Penalty 2899.777269 = -569861.319881
  nChanged 444
		SP:Iteration 4F (165631.820000 sec): 3 clusters
  Score: Raw -573064.887930 + Penalty 2899.777269 = -570165.110661
  nChanged 423
		SP:Iteration 5F (165632.060000 sec): 3 clusters
  Score: Raw -573384.534908 + Penalty 2899.777269 = -570484.757639
  nChanged 437
		SP:Iteration 6F (165632.320000 sec): 3 clusters
  Score: Raw -573708.714526 + Penalty 2899.777269 = -570808.937257
  nChanged 357
		SP:Iteration 7Q (165632.520000 sec): 3 clusters
  Score: Raw -573971.899967 + Penalty 2899.777269 = -571072.122698
  nChanged 314
		SP:Iteration 8Q (165632.800000 sec): 3 clusters
  Score: Raw -574187.948261 + Penalty 2899.777269 = -571288.170992
  nChanged 258
		SP:Iteration 9Q (165632.970000 sec): 3 clusters
  Score: Raw -574357.726406 + Penalty 2899.777269 = -571457.949137
  nChanged 213
		SP:Iteration 10Q (165633.190000 sec): 3 clusters
  Score: Raw -574483.394815 + Penalty 2899.777269 = -571583.617546
  nChanged 169
		SP:Iteration 11Q (165633.420000 sec): 3 clusters
  Score: Raw -574572.785103 + Penalty 2899.777269 = -571673.007834
  nChanged 136
		SP:Iteration 12Q (165633.610000 sec): 3 clusters
  Score: Raw -574630.384529 + Penalty 2899.777269 = -571730.607259
  nChanged 114
		SP:Iteration 13Q (165633.800000 sec): 3 clusters
  Score: Raw -574676.287243 + Penalty 2899.777269 = -571776.509974
  nChanged 77
		SP:Iteration 14Q (165634.020000 sec): 3 clusters
  Score: Raw -574703.985637 + Penalty 2899.777269 = -571804.208368
  nChanged 62
		SP:Iteration 15Q (165634.230000 sec): 3 clusters
  Score: Raw -574723.533270 + Penalty 2899.777269 = -571823.756000
  nChanged 55
		SP:Iteration 16Q (165634.430000 sec): 3 clusters
  Score: Raw -574745.092672 + Penalty 2899.777269 = -571845.315403
  nChanged 61
		SP:Iteration 17Q (165634.570000 sec): 3 clusters
  Score: Raw -574762.247702 + Penalty 2899.777269 = -571862.470433
  nChanged 46
		SP:Iteration 18Q (165634.770000 sec): 3 clusters
  Score: Raw -574777.011679 + Penalty 2899.777269 = -571877.234410
  nChanged 37
		SP:Iteration 19Q (165634.940000 sec): 3 clusters
  Score: Raw -574786.580590 + Penalty 2899.777269 = -571886.803321
  nChanged 28
		SP:Iteration 20F (165635.120000 sec): 3 clusters
  Score: Raw -574793.882158 + Penalty 2899.777269 = -571894.104889
  nChanged 27
		SP:Iteration 21Q (165635.300000 sec): 3 clusters
  Score: Raw -574799.738788 + Penalty 2899.777269 = -571899.961519
  nChanged 20
		SP:Iteration 22Q (165635.460000 sec): 3 clusters
  Score: Raw -574806.338600 + Penalty 2899.777269 = -571906.561331
  nChanged 23
		SP:Iteration 23Q (165635.660000 sec): 3 clusters
  Score: Raw -574811.996690 + Penalty 2899.777269 = -571912.219421
  nChanged 29
		SP:Iteration 24Q (165635.860000 sec): 3 clusters
  Score: Raw -574819.927217 + Penalty 2899.777269 = -571920.149948
  nChanged 23
		SP:Iteration 25Q (165636.020000 sec): 3 clusters
  Score: Raw -574826.497537 + Penalty 2899.777269 = -571926.720268
  nChanged 16
		SP:Iteration 26Q (165636.250000 sec): 3 clusters
  Score: Raw -574830.281087 + Penalty 2899.777269 = -571930.503818
  nChanged 24
		SP:Iteration 27Q (165636.410000 sec): 3 clusters
  Score: Raw -574838.012863 + Penalty 2899.777269 = -571938.235594
  nChanged 26
		SP:Iteration 28Q (165636.600000 sec): 3 clusters
  Score: Raw -574846.969795 + Penalty 2899.777269 = -571947.192526
  nChanged 23
		SP:Iteration 29Q (165636.800000 sec): 3 clusters
  Score: Raw -574853.254913 + Penalty 2899.777269 = -571953.477644
  nChanged 20
		SP:Iteration 30Q (165637.010000 sec): 3 clusters
  Score: Raw -574858.533799 + Penalty 2899.777269 = -571958.756530
  nChanged 18
		SP:Iteration 31Q (165637.230000 sec): 3 clusters
  Score: Raw -574862.982378 + Penalty 2899.777269 = -571963.205109
  nChanged 14
		SP:Iteration 32Q (165637.420000 sec): 3 clusters
  Score: Raw -574866.148665 + Penalty 2899.777269 = -571966.371396
  nChanged 11
		SP:Iteration 33Q (165637.610000 sec): 3 clusters
  Score: Raw -574868.816245 + Penalty 2899.777269 = -571969.038976
  nChanged 15
		SP:Iteration 34Q (165637.830000 sec): 3 clusters
  Score: Raw -574871.990160 + Penalty 2899.777269 = -571972.212891
  nChanged 12
		SP:Iteration 35Q (165637.990000 sec): 3 clusters
  Score: Raw -574874.769665 + Penalty 2899.777269 = -571974.992396
  nChanged 17
		SP:Iteration 36Q (165638.210000 sec): 3 clusters
  Score: Raw -574879.158199 + Penalty 2899.777269 = -571979.380930
  nChanged 16
		SP:Iteration 37Q (165638.390000 sec): 3 clusters
  Score: Raw -574884.182945 + Penalty 2899.777269 = -571984.405676
  nChanged 16
		SP:Iteration 38Q (165638.610000 sec): 3 clusters
  Score: Raw -574889.033763 + Penalty 2899.777269 = -571989.256494
  nChanged 20
		SP:Iteration 39Q (165638.810000 sec): 3 clusters
  Score: Raw -574893.929931 + Penalty 2899.777269 = -571994.152662
  nChanged 20
		SP:Iteration 40F (165639.000000 sec): 3 clusters
  Score: Raw -574899.952162 + Penalty 2899.777269 = -572000.174892
  nChanged 24
		SP:Iteration 41Q (165639.210000 sec): 3 clusters
  Score: Raw -574906.701212 + Penalty 2899.777269 = -572006.923943
  nChanged 21
		SP:Iteration 42Q (165639.390000 sec): 3 clusters
  Score: Raw -574913.060143 + Penalty 2899.777269 = -572013.282874
  nChanged 18
		SP:Iteration 43Q (165639.590000 sec): 3 clusters
  Score: Raw -574920.498887 + Penalty 2899.777269 = -572020.721618
  nChanged 29
		SP:Iteration 44Q (165639.790000 sec): 3 clusters
  Score: Raw -574932.560825 + Penalty 2899.777269 = -572032.783556
  nChanged 23
		SP:Iteration 45Q (165640.010000 sec): 3 clusters
  Score: Raw -574939.469623 + Penalty 2899.777269 = -572039.692354
  nChanged 20
		SP:Iteration 46Q (165640.230000 sec): 3 clusters
  Score: Raw -574945.854290 + Penalty 2899.777269 = -572046.077021
  nChanged 30
		SP:Iteration 47Q (165640.430000 sec): 3 clusters
  Score: Raw -574953.810755 + Penalty 2899.777269 = -572054.033486
  nChanged 26
		SP:Iteration 48Q (165640.620000 sec): 3 clusters
  Score: Raw -574962.449949 + Penalty 2899.777269 = -572062.672680
  nChanged 21
		SP:Iteration 49Q (165640.840000 sec): 3 clusters
  Score: Raw -574967.888278 + Penalty 2899.777269 = -572068.111008
  nChanged 20
		SP:Iteration 50Q (165641.020000 sec): 3 clusters
  Score: Raw -574973.223977 + Penalty 2899.777269 = -572073.446708
  nChanged 19
		SP:Iteration 51Q (165641.220000 sec): 3 clusters
  Score: Raw -574977.934211 + Penalty 2899.777269 = -572078.156942
  nChanged 23
		SP:Iteration 52Q (165641.420000 sec): 3 clusters
  Score: Raw -574985.320945 + Penalty 2899.777269 = -572085.543676
  nChanged 22
		SP:Iteration 53Q (165641.640000 sec): 3 clusters
  Score: Raw -574992.850652 + Penalty 2899.777269 = -572093.073383
  nChanged 19
		SP:Iteration 54Q (165641.870000 sec): 3 clusters
  Score: Raw -574997.961259 + Penalty 2899.777269 = -572098.183990
  nChanged 14
		SP:Iteration 55Q (165642.090000 sec): 3 clusters
  Score: Raw -575000.217380 + Penalty 2899.777269 = -572100.440111
  nChanged 9
		SP:Iteration 56Q (165642.250000 sec): 3 clusters
  Score: Raw -575001.702419 + Penalty 2899.777269 = -572101.925150
  nChanged 9
		SP:Iteration 57Q (165642.440000 sec): 3 clusters
  Score: Raw -575002.637361 + Penalty 2899.777269 = -572102.860092
  nChanged 3
		SP:Iteration 58Q (165642.660000 sec): 3 clusters
  Score: Raw -575003.179298 + Penalty 2899.777269 = -572103.402028
  nChanged 0
		SP:Iteration 59F (165642.890000 sec): 3 clusters
  Score: Raw -575003.179298 + Penalty 2899.777269 = -572103.402028
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 51 (6886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165643.000000 sec): 2 clusters
  Score: Raw -576319.447857 + Penalty 1436.052417 = -574883.395440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165643.190000 sec): 3 clusters
  Score: Raw -572526.956740 + Penalty 2872.104834 = -569654.851906
  nChanged 2897
		SP:Iteration 1F (165643.390000 sec): 3 clusters
  Score: Raw -574273.723922 + Penalty 2872.104834 = -571401.619088
  nChanged 562
		SP:Iteration 2F (165643.570000 sec): 3 clusters
  Score: Raw -574680.546460 + Penalty 2872.104834 = -571808.441626
  nChanged 486
		SP:Iteration 3F (165643.750000 sec): 3 clusters
  Score: Raw -575019.394031 + Penalty 2872.104834 = -572147.289197
  nChanged 453
		SP:Iteration 4F (165644.010000 sec): 3 clusters
  Score: Raw -575311.444940 + Penalty 2872.104834 = -572439.340106
  nChanged 346
		SP:Iteration 5F (165644.170000 sec): 3 clusters
  Score: Raw -575522.634456 + Penalty 2872.104834 = -572650.529622
  nChanged 321
		SP:Iteration 6Q (165644.400000 sec): 3 clusters
  Score: Raw -575744.750174 + Penalty 2872.104834 = -572872.645340
  nChanged 311
		SP:Iteration 7Q (165644.620000 sec): 3 clusters
  Score: Raw -575991.690306 + Penalty 2872.104834 = -573119.585472
  nChanged 313
		SP:Iteration 8Q (165644.850000 sec): 3 clusters
  Score: Raw -576199.038677 + Penalty 2872.104834 = -573326.933843
  nChanged 258
		SP:Iteration 9Q (165645.030000 sec): 3 clusters
  Score: Raw -576346.808173 + Penalty 2872.104834 = -573474.703338
  nChanged 186
		SP:Iteration 10Q (165645.220000 sec): 3 clusters
  Score: Raw -576445.784289 + Penalty 2872.104834 = -573573.679455
  nChanged 155
		SP:Iteration 11Q (165645.430000 sec): 3 clusters
  Score: Raw -576524.893100 + Penalty 2872.104834 = -573652.788266
  nChanged 130
		SP:Iteration 12Q (165645.660000 sec): 3 clusters
  Score: Raw -576580.475082 + Penalty 2872.104834 = -573708.370247
  nChanged 98
		SP:Iteration 13Q (165645.870000 sec): 3 clusters
  Score: Raw -576617.196870 + Penalty 2872.104834 = -573745.092035
  nChanged 84
		SP:Iteration 14Q (165646.070000 sec): 3 clusters
  Score: Raw -576644.844955 + Penalty 2872.104834 = -573772.740121
  nChanged 65
		SP:Iteration 15Q (165646.340000 sec): 3 clusters
  Score: Raw -576664.326508 + Penalty 2872.104834 = -573792.221674
  nChanged 40
		SP:Iteration 16Q (165646.500000 sec): 3 clusters
  Score: Raw -576672.929318 + Penalty 2872.104834 = -573800.824483
  nChanged 32
		SP:Iteration 17Q (165646.740000 sec): 3 clusters
  Score: Raw -576680.068545 + Penalty 2872.104834 = -573807.963710
  nChanged 25
		SP:Iteration 18Q (165646.940000 sec): 3 clusters
  Score: Raw -576684.829456 + Penalty 2872.104834 = -573812.724622
  nChanged 16
		SP:Iteration 19Q (165647.130000 sec): 3 clusters
  Score: Raw -576688.169128 + Penalty 2872.104834 = -573816.064294
  nChanged 13
		SP:Iteration 20F (165647.360000 sec): 3 clusters
  Score: Raw -576690.477488 + Penalty 2872.104834 = -573818.372654
  nChanged 12
		SP:Iteration 21Q (165647.560000 sec): 3 clusters
  Score: Raw -576692.359169 + Penalty 2872.104834 = -573820.254335
  nChanged 8
		SP:Iteration 22Q (165647.720000 sec): 3 clusters
  Score: Raw -576693.533110 + Penalty 2872.104834 = -573821.428275
  nChanged 10
		SP:Iteration 23Q (165647.960000 sec): 3 clusters
  Score: Raw -576694.638611 + Penalty 2872.104834 = -573822.533777
  nChanged 3
		SP:Iteration 24Q (165648.160000 sec): 3 clusters
  Score: Raw -576695.407034 + Penalty 2872.104834 = -573823.302200
  nChanged 4
		SP:Iteration 25Q (165648.410000 sec): 3 clusters
  Score: Raw -576695.786721 + Penalty 2872.104834 = -573823.681887
  nChanged 3
		SP:Iteration 26Q (165648.570000 sec): 3 clusters
  Score: Raw -576696.142224 + Penalty 2872.104834 = -573824.037390
  nChanged 3
		SP:Iteration 27Q (165648.780000 sec): 3 clusters
  Score: Raw -576696.767280 + Penalty 2872.104834 = -573824.662446
  nChanged 3
		SP:Iteration 28Q (165648.980000 sec): 3 clusters
  Score: Raw -576697.249410 + Penalty 2872.104834 = -573825.144576
  nChanged 3
		SP:Iteration 29Q (165649.160000 sec): 3 clusters
  Score: Raw -576697.794800 + Penalty 2872.104834 = -573825.689965
  nChanged 6
		SP:Iteration 30Q (165649.430000 sec): 3 clusters
  Score: Raw -576698.405717 + Penalty 2872.104834 = -573826.300883
  nChanged 2
		SP:Iteration 31Q (165649.650000 sec): 3 clusters
  Score: Raw -576698.588349 + Penalty 2872.104834 = -573826.483514
  nChanged 2
		SP:Iteration 32Q (165649.860000 sec): 3 clusters
  Score: Raw -576698.809330 + Penalty 2872.104834 = -573826.704496
  nChanged 1
		SP:Iteration 33Q (165650.060000 sec): 3 clusters
  Score: Raw -576698.984982 + Penalty 2872.104834 = -573826.880147
  nChanged 0
		SP:Iteration 34F (165650.250000 sec): 3 clusters
  Score: Raw -576698.984982 + Penalty 2872.104834 = -573826.880147
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 52 (861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165650.400000 sec): 2 clusters
  Score: Raw -71679.845971 + Penalty 1098.190357 = -70581.655614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165650.500000 sec): 3 clusters
  Score: Raw -71448.114570 + Penalty 2196.380714 = -69251.733856
  nChanged 230
		SP:Iteration 1F (165650.710000 sec): 3 clusters
  Score: Raw -71657.636748 + Penalty 2196.380714 = -69461.256034
  nChanged 59
		SP:Iteration 2F (165650.900000 sec): 3 clusters
  Score: Raw -71718.059871 + Penalty 2196.380714 = -69521.679157
  nChanged 27
		SP:Iteration 3Q (165651.060000 sec): 3 clusters
  Score: Raw -71746.378225 + Penalty 2196.380714 = -69549.997511
  nChanged 18
		SP:Iteration 4Q (165651.190000 sec): 3 clusters
  Score: Raw -71761.910965 + Penalty 2196.380714 = -69565.530251
  nChanged 12
		SP:Iteration 5Q (165651.420000 sec): 3 clusters
  Score: Raw -71776.029207 + Penalty 2196.380714 = -69579.648494
  nChanged 9
		SP:Iteration 6Q (165651.640000 sec): 3 clusters
  Score: Raw -71786.076240 + Penalty 2196.380714 = -69589.695526
  nChanged 5
		SP:Iteration 7Q (165651.830000 sec): 3 clusters
  Score: Raw -71791.488514 + Penalty 2196.380714 = -69595.107800
  nChanged 6
		SP:Iteration 8Q (165652.060000 sec): 3 clusters
  Score: Raw -71798.355100 + Penalty 2196.380714 = -69601.974386
  nChanged 7
		SP:Iteration 9Q (165652.220000 sec): 3 clusters
  Score: Raw -71803.734997 + Penalty 2196.380714 = -69607.354283
  nChanged 4
		SP:Iteration 10Q (165652.430000 sec): 3 clusters
  Score: Raw -71806.038773 + Penalty 2196.380714 = -69609.658059
  nChanged 1
		SP:Iteration 11Q (165652.650000 sec): 3 clusters
  Score: Raw -71806.725782 + Penalty 2196.380714 = -69610.345068
  nChanged 0
		SP:Iteration 12F (165652.860000 sec): 3 clusters
  Score: Raw -71806.725782 + Penalty 2196.380714 = -69610.345068
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 53 (3227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165652.990000 sec): 2 clusters
  Score: Raw -238002.299097 + Penalty 1312.887581 = -236689.411516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165653.220000 sec): 3 clusters
  Score: Raw -236510.630953 + Penalty 2625.775162 = -233884.855791
  nChanged 1238
		SP:Iteration 1F (165653.380000 sec): 3 clusters
  Score: Raw -237413.239695 + Penalty 2625.775162 = -234787.464533
  nChanged 311
		SP:Iteration 2F (165653.610000 sec): 3 clusters
  Score: Raw -237748.900127 + Penalty 2625.775162 = -235123.124965
  nChanged 229
		SP:Iteration 3F (165653.790000 sec): 3 clusters
  Score: Raw -238003.861353 + Penalty 2625.775162 = -235378.086190
  nChanged 197
		SP:Iteration 4F (165653.960000 sec): 3 clusters
  Score: Raw -238246.670824 + Penalty 2625.775162 = -235620.895662
  nChanged 183
		SP:Iteration 5F (165654.120000 sec): 3 clusters
  Score: Raw -238480.607521 + Penalty 2625.775162 = -235854.832358
  nChanged 170
		SP:Iteration 6F (165654.340000 sec): 3 clusters
  Score: Raw -238719.106921 + Penalty 2625.775162 = -236093.331759
  nChanged 137
		SP:Iteration 7Q (165654.540000 sec): 3 clusters
  Score: Raw -238850.282706 + Penalty 2625.775162 = -236224.507544
  nChanged 83
		SP:Iteration 8Q (165654.730000 sec): 3 clusters
  Score: Raw -238911.067287 + Penalty 2625.775162 = -236285.292125
  nChanged 57
		SP:Iteration 9Q (165654.930000 sec): 3 clusters
  Score: Raw -238952.536860 + Penalty 2625.775162 = -236326.761697
  nChanged 43
		SP:Iteration 10Q (165655.120000 sec): 3 clusters
  Score: Raw -238977.700717 + Penalty 2625.775162 = -236351.925555
  nChanged 27
		SP:Iteration 11Q (165655.330000 sec): 3 clusters
  Score: Raw -238995.885763 + Penalty 2625.775162 = -236370.110601
  nChanged 25
		SP:Iteration 12Q (165655.500000 sec): 3 clusters
  Score: Raw -239014.889042 + Penalty 2625.775162 = -236389.113879
  nChanged 27
		SP:Iteration 13Q (165655.710000 sec): 3 clusters
  Score: Raw -239031.079015 + Penalty 2625.775162 = -236405.303852
  nChanged 30
		SP:Iteration 14Q (165655.870000 sec): 3 clusters
  Score: Raw -239049.698550 + Penalty 2625.775162 = -236423.923387
  nChanged 24
		SP:Iteration 15Q (165656.060000 sec): 3 clusters
  Score: Raw -239065.586677 + Penalty 2625.775162 = -236439.811515
  nChanged 19
		SP:Iteration 16Q (165656.290000 sec): 3 clusters
  Score: Raw -239076.965645 + Penalty 2625.775162 = -236451.190483
  nChanged 17
		SP:Iteration 17Q (165656.480000 sec): 3 clusters
  Score: Raw -239087.512624 + Penalty 2625.775162 = -236461.737462
  nChanged 14
		SP:Iteration 18Q (165656.650000 sec): 3 clusters
  Score: Raw -239093.485614 + Penalty 2625.775162 = -236467.710452
  nChanged 6
		SP:Iteration 19Q (165656.850000 sec): 3 clusters
  Score: Raw -239096.280023 + Penalty 2625.775162 = -236470.504861
  nChanged 9
		SP:Iteration 20F (165657.030000 sec): 3 clusters
  Score: Raw -239099.779879 + Penalty 2625.775162 = -236474.004717
  nChanged 7
		SP:Iteration 21Q (165657.200000 sec): 3 clusters
  Score: Raw -239102.982099 + Penalty 2625.775162 = -236477.206936
  nChanged 7
		SP:Iteration 22Q (165657.430000 sec): 3 clusters
  Score: Raw -239105.474281 + Penalty 2625.775162 = -236479.699119
  nChanged 8
		SP:Iteration 23Q (165657.580000 sec): 3 clusters
  Score: Raw -239107.455659 + Penalty 2625.775162 = -236481.680497
  nChanged 2
		SP:Iteration 24Q (165657.760000 sec): 3 clusters
  Score: Raw -239108.068416 + Penalty 2625.775162 = -236482.293253
  nChanged 2
		SP:Iteration 25Q (165657.960000 sec): 3 clusters
  Score: Raw -239108.544456 + Penalty 2625.775162 = -236482.769294
  nChanged 5
		SP:Iteration 26Q (165658.150000 sec): 3 clusters
  Score: Raw -239110.047433 + Penalty 2625.775162 = -236484.272270
  nChanged 6
		SP:Iteration 27Q (165658.360000 sec): 3 clusters
  Score: Raw -239111.922821 + Penalty 2625.775162 = -236486.147659
  nChanged 9
		SP:Iteration 28Q (165658.600000 sec): 3 clusters
  Score: Raw -239115.418466 + Penalty 2625.775162 = -236489.643304
  nChanged 10
		SP:Iteration 29Q (165658.800000 sec): 3 clusters
  Score: Raw -239118.891520 + Penalty 2625.775162 = -236493.116358
  nChanged 11
		SP:Iteration 30Q (165658.980000 sec): 3 clusters
  Score: Raw -239125.423469 + Penalty 2625.775162 = -236499.648307
  nChanged 15
		SP:Iteration 31Q (165659.220000 sec): 3 clusters
  Score: Raw -239133.328998 + Penalty 2625.775162 = -236507.553835
  nChanged 12
		SP:Iteration 32Q (165659.390000 sec): 3 clusters
  Score: Raw -239138.879802 + Penalty 2625.775162 = -236513.104640
  nChanged 6
		SP:Iteration 33Q (165659.600000 sec): 3 clusters
  Score: Raw -239140.308744 + Penalty 2625.775162 = -236514.533582
  nChanged 1
		SP:Iteration 34Q (165659.800000 sec): 3 clusters
  Score: Raw -239140.931096 + Penalty 2625.775162 = -236515.155934
  nChanged 3
		SP:Iteration 35Q (165660.010000 sec): 3 clusters
  Score: Raw -239141.889845 + Penalty 2625.775162 = -236516.114682
  nChanged 3
		SP:Iteration 36Q (165660.190000 sec): 3 clusters
  Score: Raw -239142.707899 + Penalty 2625.775162 = -236516.932736
  nChanged 3
		SP:Iteration 37Q (165660.390000 sec): 3 clusters
  Score: Raw -239143.933093 + Penalty 2625.775162 = -236518.157931
  nChanged 3
		SP:Iteration 38Q (165660.640000 sec): 3 clusters
  Score: Raw -239144.362515 + Penalty 2625.775162 = -236518.587352
  nChanged 0
		SP:Iteration 39F (165660.830000 sec): 3 clusters
  Score: Raw -239144.362515 + Penalty 2625.775162 = -236518.587352
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 54 (3571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165660.920000 sec): 2 clusters
  Score: Raw -317729.223648 + Penalty 1329.347654 = -316399.875994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165661.130000 sec): 3 clusters
  Score: Raw -316011.381302 + Penalty 2658.695308 = -313352.685994
  nChanged 1359
		SP:Iteration 1F (165661.360000 sec): 3 clusters
  Score: Raw -316759.037436 + Penalty 2658.695308 = -314100.342128
  nChanged 272
		SP:Iteration 2F (165661.560000 sec): 3 clusters
  Score: Raw -316929.763444 + Penalty 2658.695308 = -314271.068137
  nChanged 206
		SP:Iteration 3F (165661.770000 sec): 3 clusters
  Score: Raw -317042.757996 + Penalty 2658.695308 = -314384.062688
  nChanged 138
		SP:Iteration 4Q (165661.960000 sec): 3 clusters
  Score: Raw -317117.656232 + Penalty 2658.695308 = -314458.960924
  nChanged 101
		SP:Iteration 5Q (165662.120000 sec): 3 clusters
  Score: Raw -317177.611178 + Penalty 2658.695308 = -314518.915870
  nChanged 114
		SP:Iteration 6Q (165662.350000 sec): 3 clusters
  Score: Raw -317239.627121 + Penalty 2658.695308 = -314580.931813
  nChanged 83
		SP:Iteration 7Q (165662.560000 sec): 3 clusters
  Score: Raw -317280.130023 + Penalty 2658.695308 = -314621.434715
  nChanged 80
		SP:Iteration 8Q (165662.710000 sec): 3 clusters
  Score: Raw -317319.762663 + Penalty 2658.695308 = -314661.067355
  nChanged 68
		SP:Iteration 9Q (165662.900000 sec): 3 clusters
  Score: Raw -317348.611286 + Penalty 2658.695308 = -314689.915978
  nChanged 54
		SP:Iteration 10Q (165663.090000 sec): 3 clusters
  Score: Raw -317370.035664 + Penalty 2658.695308 = -314711.340356
  nChanged 44
		SP:Iteration 11Q (165663.320000 sec): 3 clusters
  Score: Raw -317383.729071 + Penalty 2658.695308 = -314725.033763
  nChanged 33
		SP:Iteration 12Q (165663.500000 sec): 3 clusters
  Score: Raw -317398.001631 + Penalty 2658.695308 = -314739.306323
  nChanged 35
		SP:Iteration 13Q (165663.680000 sec): 3 clusters
  Score: Raw -317414.081776 + Penalty 2658.695308 = -314755.386468
  nChanged 55
		SP:Iteration 14Q (165663.870000 sec): 3 clusters
  Score: Raw -317434.551262 + Penalty 2658.695308 = -314775.855954
  nChanged 40
		SP:Iteration 15Q (165664.030000 sec): 3 clusters
  Score: Raw -317446.667211 + Penalty 2658.695308 = -314787.971903
  nChanged 36
		SP:Iteration 16Q (165664.240000 sec): 3 clusters
  Score: Raw -317456.834958 + Penalty 2658.695308 = -314798.139650
  nChanged 33
		SP:Iteration 17Q (165664.410000 sec): 3 clusters
  Score: Raw -317468.473786 + Penalty 2658.695308 = -314809.778478
  nChanged 39
		SP:Iteration 18Q (165664.580000 sec): 3 clusters
  Score: Raw -317483.958160 + Penalty 2658.695308 = -314825.262853
  nChanged 31
		SP:Iteration 19Q (165664.770000 sec): 3 clusters
  Score: Raw -317495.832301 + Penalty 2658.695308 = -314837.136993
  nChanged 40
		SP:Iteration 20F (165665.000000 sec): 3 clusters
  Score: Raw -317508.681785 + Penalty 2658.695308 = -314849.986477
  nChanged 39
		SP:Iteration 21Q (165665.200000 sec): 3 clusters
  Score: Raw -317523.150004 + Penalty 2658.695308 = -314864.454696
  nChanged 27
		SP:Iteration 22Q (165665.410000 sec): 3 clusters
  Score: Raw -317532.768141 + Penalty 2658.695308 = -314874.072833
  nChanged 26
		SP:Iteration 23Q (165665.610000 sec): 3 clusters
  Score: Raw -317541.875993 + Penalty 2658.695308 = -314883.180685
  nChanged 24
		SP:Iteration 24Q (165665.780000 sec): 3 clusters
  Score: Raw -317552.170746 + Penalty 2658.695308 = -314893.475439
  nChanged 25
		SP:Iteration 25Q (165665.970000 sec): 3 clusters
  Score: Raw -317561.440288 + Penalty 2658.695308 = -314902.744980
  nChanged 28
		SP:Iteration 26Q (165666.200000 sec): 3 clusters
  Score: Raw -317570.343430 + Penalty 2658.695308 = -314911.648122
  nChanged 26
		SP:Iteration 27Q (165666.410000 sec): 3 clusters
  Score: Raw -317578.481882 + Penalty 2658.695308 = -314919.786574
  nChanged 24
		SP:Iteration 28Q (165666.590000 sec): 3 clusters
  Score: Raw -317584.949752 + Penalty 2658.695308 = -314926.254444
  nChanged 15
		SP:Iteration 29Q (165666.810000 sec): 3 clusters
  Score: Raw -317591.026659 + Penalty 2658.695308 = -314932.331351
  nChanged 19
		SP:Iteration 30Q (165666.990000 sec): 3 clusters
  Score: Raw -317597.434362 + Penalty 2658.695308 = -314938.739054
  nChanged 23
		SP:Iteration 31Q (165667.190000 sec): 3 clusters
  Score: Raw -317606.181390 + Penalty 2658.695308 = -314947.486082
  nChanged 22
		SP:Iteration 32Q (165667.380000 sec): 3 clusters
  Score: Raw -317614.003149 + Penalty 2658.695308 = -314955.307841
  nChanged 26
		SP:Iteration 33Q (165667.580000 sec): 3 clusters
  Score: Raw -317622.322486 + Penalty 2658.695308 = -314963.627178
  nChanged 17
		SP:Iteration 34Q (165667.800000 sec): 3 clusters
  Score: Raw -317627.807780 + Penalty 2658.695308 = -314969.112472
  nChanged 14
		SP:Iteration 35Q (165668.010000 sec): 3 clusters
  Score: Raw -317631.340635 + Penalty 2658.695308 = -314972.645327
  nChanged 12
		SP:Iteration 36Q (165668.180000 sec): 3 clusters
  Score: Raw -317635.001953 + Penalty 2658.695308 = -314976.306645
  nChanged 14
		SP:Iteration 37Q (165668.350000 sec): 3 clusters
  Score: Raw -317639.229402 + Penalty 2658.695308 = -314980.534094
  nChanged 12
		SP:Iteration 38Q (165668.550000 sec): 3 clusters
  Score: Raw -317642.296532 + Penalty 2658.695308 = -314983.601224
  nChanged 13
		SP:Iteration 39Q (165668.720000 sec): 3 clusters
  Score: Raw -317646.324500 + Penalty 2658.695308 = -314987.629192
  nChanged 19
		SP:Iteration 40F (165668.920000 sec): 3 clusters
  Score: Raw -317652.800819 + Penalty 2658.695308 = -314994.105511
  nChanged 20
		SP:Iteration 41Q (165669.100000 sec): 3 clusters
  Score: Raw -317659.585486 + Penalty 2658.695308 = -315000.890178
  nChanged 13
		SP:Iteration 42Q (165669.300000 sec): 3 clusters
  Score: Raw -317663.301613 + Penalty 2658.695308 = -315004.606305
  nChanged 14
		SP:Iteration 43Q (165669.510000 sec): 3 clusters
  Score: Raw -317667.634320 + Penalty 2658.695308 = -315008.939012
  nChanged 9
		SP:Iteration 44Q (165669.690000 sec): 3 clusters
  Score: Raw -317669.718211 + Penalty 2658.695308 = -315011.022903
  nChanged 7
		SP:Iteration 45Q (165669.880000 sec): 3 clusters
  Score: Raw -317671.327681 + Penalty 2658.695308 = -315012.632373
  nChanged 6
		SP:Iteration 46Q (165670.050000 sec): 3 clusters
  Score: Raw -317672.513054 + Penalty 2658.695308 = -315013.817746
  nChanged 6
		SP:Iteration 47Q (165670.270000 sec): 3 clusters
  Score: Raw -317674.139874 + Penalty 2658.695308 = -315015.444566
  nChanged 9
		SP:Iteration 48Q (165670.450000 sec): 3 clusters
  Score: Raw -317677.119855 + Penalty 2658.695308 = -315018.424547
  nChanged 6
		SP:Iteration 49Q (165670.600000 sec): 3 clusters
  Score: Raw -317679.287468 + Penalty 2658.695308 = -315020.592160
  nChanged 3
		SP:Iteration 50Q (165670.790000 sec): 3 clusters
  Score: Raw -317680.107219 + Penalty 2658.695308 = -315021.411911
  nChanged 4
		SP:Iteration 51Q (165670.990000 sec): 3 clusters
  Score: Raw -317680.970002 + Penalty 2658.695308 = -315022.274694
  nChanged 4
		SP:Iteration 52Q (165671.160000 sec): 3 clusters
  Score: Raw -317682.079784 + Penalty 2658.695308 = -315023.384476
  nChanged 4
		SP:Iteration 53Q (165671.330000 sec): 3 clusters
  Score: Raw -317682.860407 + Penalty 2658.695308 = -315024.165099
  nChanged 4
		SP:Iteration 54Q (165671.470000 sec): 3 clusters
  Score: Raw -317683.822255 + Penalty 2658.695308 = -315025.126947
  nChanged 5
		SP:Iteration 55Q (165671.640000 sec): 3 clusters
  Score: Raw -317684.614729 + Penalty 2658.695308 = -315025.919421
  nChanged 2
		SP:Iteration 56Q (165671.850000 sec): 3 clusters
  Score: Raw -317685.196647 + Penalty 2658.695308 = -315026.501339
  nChanged 3
		SP:Iteration 57Q (165672.030000 sec): 3 clusters
  Score: Raw -317685.840304 + Penalty 2658.695308 = -315027.144996
  nChanged 1
		SP:Iteration 58Q (165672.210000 sec): 3 clusters
  Score: Raw -317686.179607 + Penalty 2658.695308 = -315027.484299
  nChanged 4
		SP:Iteration 59Q (165672.370000 sec): 3 clusters
  Score: Raw -317686.987450 + Penalty 2658.695308 = -315028.292142
  nChanged 0
		SP:Iteration 60F (165672.550000 sec): 3 clusters
  Score: Raw -317686.987450 + Penalty 2658.695308 = -315028.292142
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 55 (8232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165672.690000 sec): 2 clusters
  Score: Raw -705024.144499 + Penalty 1465.064945 = -703559.079554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165672.940000 sec): 3 clusters
  Score: Raw -700480.293798 + Penalty 2930.129890 = -697550.163908
  nChanged 3536
		SP:Iteration 1F (165673.090000 sec): 3 clusters
  Score: Raw -702499.012168 + Penalty 2930.129890 = -699568.882278
  nChanged 530
		SP:Iteration 2F (165673.290000 sec): 3 clusters
  Score: Raw -702754.085154 + Penalty 2930.129890 = -699823.955264
  nChanged 423
		SP:Iteration 3F (165673.480000 sec): 3 clusters
  Score: Raw -702945.580858 + Penalty 2930.129890 = -700015.450968
  nChanged 373
		SP:Iteration 4Q (165673.670000 sec): 3 clusters
  Score: Raw -703112.503869 + Penalty 2930.129890 = -700182.373978
  nChanged 337
		SP:Iteration 5Q (165673.870000 sec): 3 clusters
  Score: Raw -703280.137295 + Penalty 2930.129890 = -700350.007405
  nChanged 324
		SP:Iteration 6Q (165674.040000 sec): 3 clusters
  Score: Raw -703457.144985 + Penalty 2930.129890 = -700527.015095
  nChanged 328
		SP:Iteration 7Q (165674.270000 sec): 3 clusters
  Score: Raw -703636.641924 + Penalty 2930.129890 = -700706.512034
  nChanged 314
		SP:Iteration 8Q (165674.440000 sec): 3 clusters
  Score: Raw -703823.352600 + Penalty 2930.129890 = -700893.222709
  nChanged 308
		SP:Iteration 9Q (165674.650000 sec): 3 clusters
  Score: Raw -704027.161764 + Penalty 2930.129890 = -701097.031874
  nChanged 285
		SP:Iteration 10Q (165674.880000 sec): 3 clusters
  Score: Raw -704218.533305 + Penalty 2930.129890 = -701288.403415
  nChanged 251
		SP:Iteration 11Q (165675.070000 sec): 3 clusters
  Score: Raw -704380.234806 + Penalty 2930.129890 = -701450.104916
  nChanged 217
		SP:Iteration 12Q (165675.250000 sec): 3 clusters
  Score: Raw -704520.535861 + Penalty 2930.129890 = -701590.405971
  nChanged 190
		SP:Iteration 13Q (165675.450000 sec): 3 clusters
  Score: Raw -704653.566663 + Penalty 2930.129890 = -701723.436773
  nChanged 175
		SP:Iteration 14Q (165675.640000 sec): 3 clusters
  Score: Raw -704788.677976 + Penalty 2930.129890 = -701858.548086
  nChanged 152
		SP:Iteration 15Q (165675.850000 sec): 3 clusters
  Score: Raw -704902.399649 + Penalty 2930.129890 = -701972.269758
  nChanged 119
		SP:Iteration 16Q (165676.060000 sec): 3 clusters
  Score: Raw -704995.544644 + Penalty 2930.129890 = -702065.414753
  nChanged 81
		SP:Iteration 17Q (165676.260000 sec): 3 clusters
  Score: Raw -705063.246627 + Penalty 2930.129890 = -702133.116737
  nChanged 54
		SP:Iteration 18Q (165676.460000 sec): 3 clusters
  Score: Raw -705100.640873 + Penalty 2930.129890 = -702170.510983
  nChanged 32
		SP:Iteration 19Q (165676.690000 sec): 3 clusters
  Score: Raw -705131.417128 + Penalty 2930.129890 = -702201.287238
  nChanged 36
		SP:Iteration 20F (165676.890000 sec): 3 clusters
  Score: Raw -705165.676694 + Penalty 2930.129890 = -702235.546804
  nChanged 24
		SP:Iteration 21Q (165677.060000 sec): 3 clusters
  Score: Raw -705186.167781 + Penalty 2930.129890 = -702256.037891
  nChanged 16
		SP:Iteration 22Q (165677.280000 sec): 3 clusters
  Score: Raw -705200.748703 + Penalty 2930.129890 = -702270.618813
  nChanged 13
		SP:Iteration 23Q (165677.480000 sec): 3 clusters
  Score: Raw -705210.609196 + Penalty 2930.129890 = -702280.479305
  nChanged 6
		SP:Iteration 24Q (165677.660000 sec): 3 clusters
  Score: Raw -705216.013559 + Penalty 2930.129890 = -702285.883669
  nChanged 1
		SP:Iteration 25Q (165677.890000 sec): 3 clusters
  Score: Raw -705216.537492 + Penalty 2930.129890 = -702286.407601
  nChanged 0
		SP:Iteration 26F (165678.090000 sec): 3 clusters
  Score: Raw -705216.537492 + Penalty 2930.129890 = -702286.407601
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 56 (6078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165678.210000 sec): 2 clusters
  Score: Raw -477751.692344 + Penalty 1415.770033 = -476335.922311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165678.410000 sec): 3 clusters
  Score: Raw -474553.741750 + Penalty 2831.540066 = -471722.201684
  nChanged 2513
		SP:Iteration 1F (165678.620000 sec): 3 clusters
  Score: Raw -475916.973579 + Penalty 2831.540066 = -473085.433512
  nChanged 482
		SP:Iteration 2F (165678.800000 sec): 3 clusters
  Score: Raw -476266.775609 + Penalty 2831.540066 = -473435.235543
  nChanged 464
		SP:Iteration 3F (165678.970000 sec): 3 clusters
  Score: Raw -476589.051504 + Penalty 2831.540066 = -473757.511438
  nChanged 362
		SP:Iteration 4F (165679.150000 sec): 3 clusters
  Score: Raw -476852.674451 + Penalty 2831.540066 = -474021.134384
  nChanged 308
		SP:Iteration 5F (165679.320000 sec): 3 clusters
  Score: Raw -477088.562259 + Penalty 2831.540066 = -474257.022192
  nChanged 306
		SP:Iteration 6F (165679.530000 sec): 3 clusters
  Score: Raw -477337.493082 + Penalty 2831.540066 = -474505.953016
  nChanged 298
		SP:Iteration 7Q (165679.720000 sec): 3 clusters
  Score: Raw -477570.033759 + Penalty 2831.540066 = -474738.493692
  nChanged 249
		SP:Iteration 8Q (165679.920000 sec): 3 clusters
  Score: Raw -477745.454645 + Penalty 2831.540066 = -474913.914579
  nChanged 216
		SP:Iteration 9Q (165680.110000 sec): 3 clusters
  Score: Raw -477887.561535 + Penalty 2831.540066 = -475056.021468
  nChanged 171
		SP:Iteration 10Q (165680.320000 sec): 3 clusters
  Score: Raw -477979.767486 + Penalty 2831.540066 = -475148.227420
  nChanged 122
		SP:Iteration 11Q (165680.480000 sec): 3 clusters
  Score: Raw -478033.762010 + Penalty 2831.540066 = -475202.221944
  nChanged 96
		SP:Iteration 12Q (165680.650000 sec): 3 clusters
  Score: Raw -478081.619094 + Penalty 2831.540066 = -475250.079028
  nChanged 100
		SP:Iteration 13Q (165680.840000 sec): 3 clusters
  Score: Raw -478131.872693 + Penalty 2831.540066 = -475300.332626
  nChanged 95
		SP:Iteration 14Q (165681.070000 sec): 3 clusters
  Score: Raw -478170.501313 + Penalty 2831.540066 = -475338.961247
  nChanged 73
		SP:Iteration 15Q (165681.280000 sec): 3 clusters
  Score: Raw -478197.681811 + Penalty 2831.540066 = -475366.141744
  nChanged 67
		SP:Iteration 16Q (165681.480000 sec): 3 clusters
  Score: Raw -478217.908162 + Penalty 2831.540066 = -475386.368095
  nChanged 42
		SP:Iteration 17Q (165681.650000 sec): 3 clusters
  Score: Raw -478229.639329 + Penalty 2831.540066 = -475398.099263
  nChanged 29
		SP:Iteration 18Q (165681.840000 sec): 3 clusters
  Score: Raw -478237.132258 + Penalty 2831.540066 = -475405.592191
  nChanged 28
		SP:Iteration 19Q (165682.080000 sec): 3 clusters
  Score: Raw -478245.332829 + Penalty 2831.540066 = -475413.792763
  nChanged 30
		SP:Iteration 20F (165682.250000 sec): 3 clusters
  Score: Raw -478254.148502 + Penalty 2831.540066 = -475422.608436
  nChanged 24
		SP:Iteration 21Q (165682.470000 sec): 3 clusters
  Score: Raw -478262.199111 + Penalty 2831.540066 = -475430.659045
  nChanged 27
		SP:Iteration 22Q (165682.630000 sec): 3 clusters
  Score: Raw -478269.283287 + Penalty 2831.540066 = -475437.743220
  nChanged 20
		SP:Iteration 23Q (165682.820000 sec): 3 clusters
  Score: Raw -478274.331048 + Penalty 2831.540066 = -475442.790982
  nChanged 18
		SP:Iteration 24Q (165683.070000 sec): 3 clusters
  Score: Raw -478281.107495 + Penalty 2831.540066 = -475449.567429
  nChanged 21
		SP:Iteration 25Q (165683.260000 sec): 3 clusters
  Score: Raw -478288.366059 + Penalty 2831.540066 = -475456.825992
  nChanged 23
		SP:Iteration 26Q (165683.540000 sec): 3 clusters
  Score: Raw -478295.580942 + Penalty 2831.540066 = -475464.040876
  nChanged 21
		SP:Iteration 27Q (165683.740000 sec): 3 clusters
  Score: Raw -478302.323159 + Penalty 2831.540066 = -475470.783092
  nChanged 18
		SP:Iteration 28Q (165683.960000 sec): 3 clusters
  Score: Raw -478307.408780 + Penalty 2831.540066 = -475475.868714
  nChanged 14
		SP:Iteration 29Q (165684.200000 sec): 3 clusters
  Score: Raw -478310.774003 + Penalty 2831.540066 = -475479.233936
  nChanged 16
		SP:Iteration 30Q (165684.400000 sec): 3 clusters
  Score: Raw -478314.620301 + Penalty 2831.540066 = -475483.080234
  nChanged 17
		SP:Iteration 31Q (165684.620000 sec): 3 clusters
  Score: Raw -478318.775895 + Penalty 2831.540066 = -475487.235829
  nChanged 20
		SP:Iteration 32Q (165684.840000 sec): 3 clusters
  Score: Raw -478323.809643 + Penalty 2831.540066 = -475492.269577
  nChanged 20
		SP:Iteration 33Q (165685.030000 sec): 3 clusters
  Score: Raw -478331.274086 + Penalty 2831.540066 = -475499.734019
  nChanged 20
		SP:Iteration 34Q (165685.250000 sec): 3 clusters
  Score: Raw -478337.776206 + Penalty 2831.540066 = -475506.236140
  nChanged 19
		SP:Iteration 35Q (165685.470000 sec): 3 clusters
  Score: Raw -478346.033683 + Penalty 2831.540066 = -475514.493616
  nChanged 22
		SP:Iteration 36Q (165685.690000 sec): 3 clusters
  Score: Raw -478358.141167 + Penalty 2831.540066 = -475526.601100
  nChanged 31
		SP:Iteration 37Q (165685.930000 sec): 3 clusters
  Score: Raw -478373.988820 + Penalty 2831.540066 = -475542.448753
  nChanged 36
		SP:Iteration 38Q (165686.140000 sec): 3 clusters
  Score: Raw -478388.628929 + Penalty 2831.540066 = -475557.088863
  nChanged 31
		SP:Iteration 39Q (165686.320000 sec): 3 clusters
  Score: Raw -478401.226050 + Penalty 2831.540066 = -475569.685983
  nChanged 30
		SP:Iteration 40F (165686.570000 sec): 3 clusters
  Score: Raw -478412.129975 + Penalty 2831.540066 = -475580.589909
  nChanged 34
		SP:Iteration 41Q (165686.730000 sec): 3 clusters
  Score: Raw -478424.401239 + Penalty 2831.540066 = -475592.861172
  nChanged 30
		SP:Iteration 42Q (165686.980000 sec): 3 clusters
  Score: Raw -478439.122134 + Penalty 2831.540066 = -475607.582068
  nChanged 29
		SP:Iteration 43Q (165687.170000 sec): 3 clusters
  Score: Raw -478453.023374 + Penalty 2831.540066 = -475621.483308
  nChanged 39
		SP:Iteration 44Q (165687.390000 sec): 3 clusters
  Score: Raw -478472.166372 + Penalty 2831.540066 = -475640.626306
  nChanged 24
		SP:Iteration 45Q (165687.580000 sec): 3 clusters
  Score: Raw -478481.048875 + Penalty 2831.540066 = -475649.508809
  nChanged 17
		SP:Iteration 46Q (165687.820000 sec): 3 clusters
  Score: Raw -478485.464150 + Penalty 2831.540066 = -475653.924083
  nChanged 8
		SP:Iteration 47Q (165688.010000 sec): 3 clusters
  Score: Raw -478487.345811 + Penalty 2831.540066 = -475655.805745
  nChanged 7
		SP:Iteration 48Q (165688.230000 sec): 3 clusters
  Score: Raw -478489.171157 + Penalty 2831.540066 = -475657.631090
  nChanged 8
		SP:Iteration 49Q (165688.430000 sec): 3 clusters
  Score: Raw -478491.662984 + Penalty 2831.540066 = -475660.122918
  nChanged 5
		SP:Iteration 50Q (165688.630000 sec): 3 clusters
  Score: Raw -478493.270479 + Penalty 2831.540066 = -475661.730413
  nChanged 6
		SP:Iteration 51Q (165688.840000 sec): 3 clusters
  Score: Raw -478495.041965 + Penalty 2831.540066 = -475663.501899
  nChanged 5
		SP:Iteration 52Q (165689.040000 sec): 3 clusters
  Score: Raw -478496.024166 + Penalty 2831.540066 = -475664.484099
  nChanged 6
		SP:Iteration 53Q (165689.200000 sec): 3 clusters
  Score: Raw -478497.449098 + Penalty 2831.540066 = -475665.909032
  nChanged 4
		SP:Iteration 54Q (165689.430000 sec): 3 clusters
  Score: Raw -478498.525444 + Penalty 2831.540066 = -475666.985377
  nChanged 4
		SP:Iteration 55Q (165689.610000 sec): 3 clusters
  Score: Raw -478499.691454 + Penalty 2831.540066 = -475668.151387
  nChanged 5
		SP:Iteration 56Q (165689.810000 sec): 3 clusters
  Score: Raw -478500.770694 + Penalty 2831.540066 = -475669.230628
  nChanged 3
		SP:Iteration 57Q (165690.000000 sec): 3 clusters
  Score: Raw -478501.388982 + Penalty 2831.540066 = -475669.848916
  nChanged 1
		SP:Iteration 58Q (165690.240000 sec): 3 clusters
  Score: Raw -478501.648113 + Penalty 2831.540066 = -475670.108047
  nChanged 1
		SP:Iteration 59Q (165690.540000 sec): 3 clusters
  Score: Raw -478502.368306 + Penalty 2831.540066 = -475670.828240
  nChanged 1
		SP:Iteration 60F (165690.760000 sec): 3 clusters
  Score: Raw -478502.484311 + Penalty 2831.540066 = -475670.944244
  nChanged 2
		SP:Iteration 61Q (165690.970000 sec): 3 clusters
  Score: Raw -478503.388834 + Penalty 2831.540066 = -475671.848767
  nChanged 4
		SP:Iteration 62Q (165691.200000 sec): 3 clusters
  Score: Raw -478505.354189 + Penalty 2831.540066 = -475673.814123
  nChanged 3
		SP:Iteration 63Q (165691.410000 sec): 3 clusters
  Score: Raw -478505.870415 + Penalty 2831.540066 = -475674.330349
  nChanged 3
		SP:Iteration 64Q (165691.680000 sec): 3 clusters
  Score: Raw -478506.521973 + Penalty 2831.540066 = -475674.981907
  nChanged 1
		SP:Iteration 65Q (165691.870000 sec): 3 clusters
  Score: Raw -478506.573388 + Penalty 2831.540066 = -475675.033321
  nChanged 0
		SP:Iteration 66F (165692.080000 sec): 3 clusters
  Score: Raw -478506.573388 + Penalty 2831.540066 = -475675.033321
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 57 (7060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165692.270000 sec): 2 clusters
  Score: Raw -600878.666214 + Penalty 1440.107554 = -599438.558661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165692.470000 sec): 3 clusters
  Score: Raw -597114.962747 + Penalty 2880.215107 = -594234.747639
  nChanged 2966
		SP:Iteration 1F (165692.700000 sec): 3 clusters
  Score: Raw -598723.170137 + Penalty 2880.215107 = -595842.955029
  nChanged 533
		SP:Iteration 2F (165692.910000 sec): 3 clusters
  Score: Raw -599083.705116 + Penalty 2880.215107 = -596203.490009
  nChanged 486
		SP:Iteration 3F (165693.130000 sec): 3 clusters
  Score: Raw -599443.639601 + Penalty 2880.215107 = -596563.424494
  nChanged 450
		SP:Iteration 4F (165693.360000 sec): 3 clusters
  Score: Raw -599747.721698 + Penalty 2880.215107 = -596867.506591
  nChanged 392
		SP:Iteration 5F (165693.630000 sec): 3 clusters
  Score: Raw -599997.182370 + Penalty 2880.215107 = -597116.967262
  nChanged 342
		SP:Iteration 6Q (165693.820000 sec): 3 clusters
  Score: Raw -600190.916597 + Penalty 2880.215107 = -597310.701490
  nChanged 265
		SP:Iteration 7Q (165694.020000 sec): 3 clusters
  Score: Raw -600326.765359 + Penalty 2880.215107 = -597446.550252
  nChanged 204
		SP:Iteration 8Q (165694.220000 sec): 3 clusters
  Score: Raw -600410.252166 + Penalty 2880.215107 = -597530.037058
  nChanged 147
		SP:Iteration 9Q (165694.450000 sec): 3 clusters
  Score: Raw -600462.270364 + Penalty 2880.215107 = -597582.055257
  nChanged 111
		SP:Iteration 10Q (165694.640000 sec): 3 clusters
  Score: Raw -600499.408053 + Penalty 2880.215107 = -597619.192946
  nChanged 90
		SP:Iteration 11Q (165694.840000 sec): 3 clusters
  Score: Raw -600525.363684 + Penalty 2880.215107 = -597645.148576
  nChanged 72
		SP:Iteration 12Q (165695.070000 sec): 3 clusters
  Score: Raw -600548.293502 + Penalty 2880.215107 = -597668.078395
  nChanged 82
		SP:Iteration 13Q (165695.300000 sec): 3 clusters
  Score: Raw -600574.520919 + Penalty 2880.215107 = -597694.305811
  nChanged 79
		SP:Iteration 14Q (165695.520000 sec): 3 clusters
  Score: Raw -600601.173270 + Penalty 2880.215107 = -597720.958163
  nChanged 71
		SP:Iteration 15Q (165695.730000 sec): 3 clusters
  Score: Raw -600623.419174 + Penalty 2880.215107 = -597743.204067
  nChanged 59
		SP:Iteration 16Q (165695.960000 sec): 3 clusters
  Score: Raw -600638.773522 + Penalty 2880.215107 = -597758.558415
  nChanged 63
		SP:Iteration 17Q (165696.210000 sec): 3 clusters
  Score: Raw -600655.708279 + Penalty 2880.215107 = -597775.493172
  nChanged 52
		SP:Iteration 18Q (165696.410000 sec): 3 clusters
  Score: Raw -600668.851684 + Penalty 2880.215107 = -597788.636576
  nChanged 48
		SP:Iteration 19Q (165696.640000 sec): 3 clusters
  Score: Raw -600681.047226 + Penalty 2880.215107 = -597800.832119
  nChanged 39
		SP:Iteration 20F (165696.830000 sec): 3 clusters
  Score: Raw -600690.440386 + Penalty 2880.215107 = -597810.225278
  nChanged 41
		SP:Iteration 21Q (165697.040000 sec): 3 clusters
  Score: Raw -600699.903418 + Penalty 2880.215107 = -597819.688310
  nChanged 46
		SP:Iteration 22Q (165697.210000 sec): 3 clusters
  Score: Raw -600710.495114 + Penalty 2880.215107 = -597830.280006
  nChanged 43
		SP:Iteration 23Q (165697.410000 sec): 3 clusters
  Score: Raw -600719.313610 + Penalty 2880.215107 = -597839.098502
  nChanged 41
		SP:Iteration 24Q (165697.610000 sec): 3 clusters
  Score: Raw -600729.186091 + Penalty 2880.215107 = -597848.970984
  nChanged 46
		SP:Iteration 25Q (165697.840000 sec): 3 clusters
  Score: Raw -600740.042814 + Penalty 2880.215107 = -597859.827706
  nChanged 34
		SP:Iteration 26Q (165698.020000 sec): 3 clusters
  Score: Raw -600746.154053 + Penalty 2880.215107 = -597865.938945
  nChanged 35
		SP:Iteration 27Q (165698.210000 sec): 3 clusters
  Score: Raw -600752.218097 + Penalty 2880.215107 = -597872.002990
  nChanged 28
		SP:Iteration 28Q (165698.440000 sec): 3 clusters
  Score: Raw -600757.309752 + Penalty 2880.215107 = -597877.094644
  nChanged 25
		SP:Iteration 29Q (165698.680000 sec): 3 clusters
  Score: Raw -600762.621970 + Penalty 2880.215107 = -597882.406863
  nChanged 40
		SP:Iteration 30Q (165698.880000 sec): 3 clusters
  Score: Raw -600769.802747 + Penalty 2880.215107 = -597889.587640
  nChanged 38
		SP:Iteration 31Q (165699.080000 sec): 3 clusters
  Score: Raw -600775.928326 + Penalty 2880.215107 = -597895.713219
  nChanged 29
		SP:Iteration 32Q (165699.330000 sec): 3 clusters
  Score: Raw -600780.650877 + Penalty 2880.215107 = -597900.435770
  nChanged 26
		SP:Iteration 33Q (165699.540000 sec): 3 clusters
  Score: Raw -600784.341834 + Penalty 2880.215107 = -597904.126726
  nChanged 11
		SP:Iteration 34Q (165699.780000 sec): 3 clusters
  Score: Raw -600785.871753 + Penalty 2880.215107 = -597905.656646
  nChanged 22
		SP:Iteration 35Q (165699.960000 sec): 3 clusters
  Score: Raw -600789.351236 + Penalty 2880.215107 = -597909.136128
  nChanged 21
		SP:Iteration 36Q (165700.220000 sec): 3 clusters
  Score: Raw -600792.462234 + Penalty 2880.215107 = -597912.247126
  nChanged 14
		SP:Iteration 37Q (165700.420000 sec): 3 clusters
  Score: Raw -600794.905196 + Penalty 2880.215107 = -597914.690089
  nChanged 18
		SP:Iteration 38Q (165700.640000 sec): 3 clusters
  Score: Raw -600797.261130 + Penalty 2880.215107 = -597917.046022
  nChanged 15
		SP:Iteration 39Q (165700.850000 sec): 3 clusters
  Score: Raw -600799.304636 + Penalty 2880.215107 = -597919.089529
  nChanged 19
		SP:Iteration 40F (165701.060000 sec): 3 clusters
  Score: Raw -600802.533937 + Penalty 2880.215107 = -597922.318829
  nChanged 18
		SP:Iteration 41Q (165701.260000 sec): 3 clusters
  Score: Raw -600805.334571 + Penalty 2880.215107 = -597925.119464
  nChanged 25
		SP:Iteration 42Q (165701.480000 sec): 3 clusters
  Score: Raw -600810.107804 + Penalty 2880.215107 = -597929.892696
  nChanged 32
		SP:Iteration 43Q (165701.720000 sec): 3 clusters
  Score: Raw -600815.942964 + Penalty 2880.215107 = -597935.727857
  nChanged 29
		SP:Iteration 44Q (165701.950000 sec): 3 clusters
  Score: Raw -600821.769832 + Penalty 2880.215107 = -597941.554725
  nChanged 28
		SP:Iteration 45Q (165702.190000 sec): 3 clusters
  Score: Raw -600827.154095 + Penalty 2880.215107 = -597946.938988
  nChanged 28
		SP:Iteration 46Q (165702.390000 sec): 3 clusters
  Score: Raw -600832.493436 + Penalty 2880.215107 = -597952.278329
  nChanged 20
		SP:Iteration 47Q (165702.580000 sec): 3 clusters
  Score: Raw -600835.901521 + Penalty 2880.215107 = -597955.686413
  nChanged 22
		SP:Iteration 48Q (165702.800000 sec): 3 clusters
  Score: Raw -600839.493205 + Penalty 2880.215107 = -597959.278098
  nChanged 20
		SP:Iteration 49Q (165703.050000 sec): 3 clusters
  Score: Raw -600842.971515 + Penalty 2880.215107 = -597962.756407
  nChanged 22
		SP:Iteration 50Q (165703.260000 sec): 3 clusters
  Score: Raw -600848.016205 + Penalty 2880.215107 = -597967.801097
  nChanged 21
		SP:Iteration 51Q (165703.500000 sec): 3 clusters
  Score: Raw -600852.125916 + Penalty 2880.215107 = -597971.910809
  nChanged 29
		SP:Iteration 52Q (165703.740000 sec): 3 clusters
  Score: Raw -600859.667556 + Penalty 2880.215107 = -597979.452449
  nChanged 40
		SP:Iteration 53Q (165703.980000 sec): 3 clusters
  Score: Raw -600868.311857 + Penalty 2880.215107 = -597988.096750
  nChanged 46
		SP:Iteration 54Q (165704.220000 sec): 3 clusters
  Score: Raw -600880.850745 + Penalty 2880.215107 = -598000.635637
  nChanged 56
		SP:Iteration 55Q (165704.430000 sec): 3 clusters
  Score: Raw -600894.990935 + Penalty 2880.215107 = -598014.775828
  nChanged 61
		SP:Iteration 56Q (165704.640000 sec): 3 clusters
  Score: Raw -600910.648838 + Penalty 2880.215107 = -598030.433731
  nChanged 45
		SP:Iteration 57Q (165704.880000 sec): 3 clusters
  Score: Raw -600922.137152 + Penalty 2880.215107 = -598041.922045
  nChanged 51
		SP:Iteration 58Q (165705.060000 sec): 3 clusters
  Score: Raw -600937.300067 + Penalty 2880.215107 = -598057.084959
  nChanged 49
		SP:Iteration 59Q (165705.320000 sec): 3 clusters
  Score: Raw -600953.376417 + Penalty 2880.215107 = -598073.161310
  nChanged 49
		SP:Iteration 60F (165705.560000 sec): 3 clusters
  Score: Raw -600967.308387 + Penalty 2880.215107 = -598087.093280
  nChanged 46
		SP:Iteration 61Q (165705.710000 sec): 3 clusters
  Score: Raw -600977.832245 + Penalty 2880.215107 = -598097.617138
  nChanged 39
		SP:Iteration 62Q (165705.890000 sec): 3 clusters
  Score: Raw -600989.561305 + Penalty 2880.215107 = -598109.346198
  nChanged 41
		SP:Iteration 63Q (165706.100000 sec): 3 clusters
  Score: Raw -601000.218699 + Penalty 2880.215107 = -598120.003592
  nChanged 47
		SP:Iteration 64Q (165706.320000 sec): 3 clusters
  Score: Raw -601012.936516 + Penalty 2880.215107 = -598132.721408
  nChanged 40
		SP:Iteration 65Q (165706.520000 sec): 3 clusters
  Score: Raw -601023.012985 + Penalty 2880.215107 = -598142.797877
  nChanged 41
		SP:Iteration 66Q (165706.760000 sec): 3 clusters
  Score: Raw -601031.278804 + Penalty 2880.215107 = -598151.063697
  nChanged 35
		SP:Iteration 67Q (165706.940000 sec): 3 clusters
  Score: Raw -601039.392179 + Penalty 2880.215107 = -598159.177072
  nChanged 37
		SP:Iteration 68Q (165707.140000 sec): 3 clusters
  Score: Raw -601047.119747 + Penalty 2880.215107 = -598166.904640
  nChanged 29
		SP:Iteration 69Q (165707.320000 sec): 3 clusters
  Score: Raw -601052.909446 + Penalty 2880.215107 = -598172.694338
  nChanged 29
		SP:Iteration 70Q (165707.560000 sec): 3 clusters
  Score: Raw -601058.573761 + Penalty 2880.215107 = -598178.358654
  nChanged 34
		SP:Iteration 71Q (165707.750000 sec): 3 clusters
  Score: Raw -601066.202401 + Penalty 2880.215107 = -598185.987294
  nChanged 34
		SP:Iteration 72Q (165707.960000 sec): 3 clusters
  Score: Raw -601073.210598 + Penalty 2880.215107 = -598192.995491
  nChanged 35
		SP:Iteration 73Q (165708.190000 sec): 3 clusters
  Score: Raw -601079.359879 + Penalty 2880.215107 = -598199.144771
  nChanged 31
		SP:Iteration 74Q (165708.450000 sec): 3 clusters
  Score: Raw -601085.549905 + Penalty 2880.215107 = -598205.334797
  nChanged 26
		SP:Iteration 75Q (165708.620000 sec): 3 clusters
  Score: Raw -601090.122794 + Penalty 2880.215107 = -598209.907686
  nChanged 20
		SP:Iteration 76Q (165708.800000 sec): 3 clusters
  Score: Raw -601093.784305 + Penalty 2880.215107 = -598213.569198
  nChanged 25
		SP:Iteration 77Q (165709.000000 sec): 3 clusters
  Score: Raw -601099.322191 + Penalty 2880.215107 = -598219.107083
  nChanged 32
		SP:Iteration 78Q (165709.200000 sec): 3 clusters
  Score: Raw -601105.999013 + Penalty 2880.215107 = -598225.783906
  nChanged 22
		SP:Iteration 79Q (165709.430000 sec): 3 clusters
  Score: Raw -601110.611518 + Penalty 2880.215107 = -598230.396411
  nChanged 22
		SP:Iteration 80F (165709.630000 sec): 3 clusters
  Score: Raw -601114.303965 + Penalty 2880.215107 = -598234.088857
  nChanged 21
		SP:Iteration 81Q (165709.780000 sec): 3 clusters
  Score: Raw -601118.650188 + Penalty 2880.215107 = -598238.435080
  nChanged 25
		SP:Iteration 82Q (165709.900000 sec): 3 clusters
  Score: Raw -601124.280838 + Penalty 2880.215107 = -598244.065731
  nChanged 28
		SP:Iteration 83Q (165710.090000 sec): 3 clusters
  Score: Raw -601131.020270 + Penalty 2880.215107 = -598250.805163
  nChanged 18
		SP:Iteration 84Q (165710.300000 sec): 3 clusters
  Score: Raw -601135.780665 + Penalty 2880.215107 = -598255.565558
  nChanged 16
		SP:Iteration 85Q (165710.510000 sec): 3 clusters
  Score: Raw -601139.470975 + Penalty 2880.215107 = -598259.255867
  nChanged 22
		SP:Iteration 86Q (165710.680000 sec): 3 clusters
  Score: Raw -601145.628060 + Penalty 2880.215107 = -598265.412953
  nChanged 25
		SP:Iteration 87Q (165710.910000 sec): 3 clusters
  Score: Raw -601149.436653 + Penalty 2880.215107 = -598269.221545
  nChanged 10
		SP:Iteration 88Q (165711.140000 sec): 3 clusters
  Score: Raw -601151.073691 + Penalty 2880.215107 = -598270.858583
  nChanged 5
		SP:Iteration 89Q (165711.310000 sec): 3 clusters
  Score: Raw -601151.746045 + Penalty 2880.215107 = -598271.530937
  nChanged 8
		SP:Iteration 90Q (165711.510000 sec): 3 clusters
  Score: Raw -601153.081554 + Penalty 2880.215107 = -598272.866447
  nChanged 5
		SP:Iteration 91Q (165711.680000 sec): 3 clusters
  Score: Raw -601153.942118 + Penalty 2880.215107 = -598273.727011
  nChanged 4
		SP:Iteration 92Q (165711.900000 sec): 3 clusters
  Score: Raw -601154.643496 + Penalty 2880.215107 = -598274.428389
  nChanged 6
		SP:Iteration 93Q (165712.090000 sec): 3 clusters
  Score: Raw -601155.563033 + Penalty 2880.215107 = -598275.347926
  nChanged 4
		SP:Iteration 94Q (165712.240000 sec): 3 clusters
  Score: Raw -601156.395598 + Penalty 2880.215107 = -598276.180491
  nChanged 4
		SP:Iteration 95Q (165712.500000 sec): 3 clusters
  Score: Raw -601156.966831 + Penalty 2880.215107 = -598276.751723
  nChanged 4
		SP:Iteration 96Q (165712.680000 sec): 3 clusters
  Score: Raw -601157.470695 + Penalty 2880.215107 = -598277.255588
  nChanged 1
		SP:Iteration 97Q (165712.880000 sec): 3 clusters
  Score: Raw -601157.542235 + Penalty 2880.215107 = -598277.327127
  nChanged 0
		SP:Iteration 98F (165713.150000 sec): 3 clusters
  Score: Raw -601157.542235 + Penalty 2880.215107 = -598277.327127
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 58 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165713.230000 sec): 2 clusters
  Score: Raw -13125.601970 + Penalty 827.734408 = -12297.867562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165713.350000 sec): 3 clusters
  Score: Raw -13248.981664 + Penalty 1655.468815 = -11593.512849
  nChanged 11
		SP:Iteration 1F (165713.570000 sec): 3 clusters
  Score: Raw -13310.587017 + Penalty 1655.468815 = -11655.118201
  nChanged 2
		SP:Iteration 2Q (165713.730000 sec): 3 clusters
  Score: Raw -13316.804672 + Penalty 1655.468815 = -11661.335857
  nChanged 1
		SP:Iteration 3Q (165713.890000 sec): 3 clusters
  Score: Raw -13318.670880 + Penalty 1655.468815 = -11663.202065
  nChanged 1
		SP:Iteration 4Q (165714.100000 sec): 3 clusters
  Score: Raw -13325.418099 + Penalty 1655.468815 = -11669.949283
  nChanged 0
		SP:Iteration 5F (165714.290000 sec): 3 clusters
  Score: Raw -13325.418099 + Penalty 1655.468815 = -11669.949283
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 59 (339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165714.410000 sec): 2 clusters
  Score: Raw -26928.187654 + Penalty 946.725017 = -25981.462637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165714.550000 sec): 3 clusters
  Score: Raw -26896.651113 + Penalty 1893.450035 = -25003.201078
  nChanged 71
		SP:Iteration 1F (165714.780000 sec): 3 clusters
  Score: Raw -27011.006396 + Penalty 1893.450035 = -25117.556361
  nChanged 25
		SP:Iteration 2F (165714.940000 sec): 3 clusters
  Score: Raw -27084.119965 + Penalty 1893.450035 = -25190.669930
  nChanged 14
		SP:Iteration 3Q (165715.110000 sec): 3 clusters
  Score: Raw -27126.434644 + Penalty 1893.450035 = -25232.984609
  nChanged 11
		SP:Iteration 4Q (165715.300000 sec): 3 clusters
  Score: Raw -27155.124688 + Penalty 1893.450035 = -25261.674653
  nChanged 5
		SP:Iteration 5Q (165715.490000 sec): 3 clusters
  Score: Raw -27169.052481 + Penalty 1893.450035 = -25275.602446
  nChanged 3
		SP:Iteration 6Q (165715.650000 sec): 3 clusters
  Score: Raw -27181.244388 + Penalty 1893.450035 = -25287.794353
  nChanged 5
		SP:Iteration 7Q (165715.850000 sec): 3 clusters
  Score: Raw -27189.799610 + Penalty 1893.450035 = -25296.349575
  nChanged 3
		SP:Iteration 8Q (165716.070000 sec): 3 clusters
  Score: Raw -27193.214805 + Penalty 1893.450035 = -25299.764770
  nChanged 2
		SP:Iteration 9Q (165716.270000 sec): 3 clusters
  Score: Raw -27196.419708 + Penalty 1893.450035 = -25302.969673
  nChanged 2
		SP:Iteration 10Q (165716.430000 sec): 3 clusters
  Score: Raw -27204.362117 + Penalty 1893.450035 = -25310.912082
  nChanged 0
		SP:Iteration 11F (165716.620000 sec): 3 clusters
  Score: Raw -27204.362117 + Penalty 1893.450035 = -25310.912082
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 60 (23871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165716.830000 sec): 2 clusters
  Score: Raw -1940476.786408 + Penalty 1638.068187 = -1938838.718221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165717.060000 sec): 3 clusters
  Score: Raw -1925867.938433 + Penalty 3276.136374 = -1922591.802059
  nChanged 11000
		SP:Iteration 1F (165717.390000 sec): 3 clusters
  Score: Raw -1932013.064896 + Penalty 3276.136374 = -1928736.928522
  nChanged 1305
		SP:Iteration 2F (165717.630000 sec): 3 clusters
  Score: Raw -1932582.117616 + Penalty 3276.136374 = -1929305.981242
  nChanged 1248
		SP:Iteration 3F (165717.920000 sec): 3 clusters
  Score: Raw -1933132.143383 + Penalty 3276.136374 = -1929856.007009
  nChanged 1198
		SP:Iteration 4F (165718.200000 sec): 3 clusters
  Score: Raw -1933673.103529 + Penalty 3276.136374 = -1930396.967155
  nChanged 1192
		SP:Iteration 5Q (165718.510000 sec): 3 clusters
  Score: Raw -1934262.376843 + Penalty 3276.136374 = -1930986.240469
  nChanged 1240
		SP:Iteration 6F (165718.790000 sec): 3 clusters
  Score: Raw -1934961.954158 + Penalty 3276.136374 = -1931685.817784
  nChanged 1252
		SP:Iteration 7F (165719.120000 sec): 3 clusters
  Score: Raw -1935720.572105 + Penalty 3276.136374 = -1932444.435731
  nChanged 1184
		SP:Iteration 8Q (165719.430000 sec): 3 clusters
  Score: Raw -1936452.901755 + Penalty 3276.136374 = -1933176.765381
  nChanged 1095
		SP:Iteration 9Q (165719.700000 sec): 3 clusters
  Score: Raw -1937028.211164 + Penalty 3276.136374 = -1933752.074790
  nChanged 903
		SP:Iteration 10Q (165719.980000 sec): 3 clusters
  Score: Raw -1937416.643574 + Penalty 3276.136374 = -1934140.507200
  nChanged 712
		SP:Iteration 11Q (165720.300000 sec): 3 clusters
  Score: Raw -1937651.328870 + Penalty 3276.136374 = -1934375.192496
  nChanged 498
		SP:Iteration 12Q (165720.550000 sec): 3 clusters
  Score: Raw -1937778.316088 + Penalty 3276.136374 = -1934502.179714
  nChanged 361
		SP:Iteration 13Q (165720.850000 sec): 3 clusters
  Score: Raw -1937856.495784 + Penalty 3276.136374 = -1934580.359410
  nChanged 274
		SP:Iteration 14Q (165721.160000 sec): 3 clusters
  Score: Raw -1937908.085021 + Penalty 3276.136374 = -1934631.948647
  nChanged 211
		SP:Iteration 15Q (165721.420000 sec): 3 clusters
  Score: Raw -1937945.531129 + Penalty 3276.136374 = -1934669.394755
  nChanged 209
		SP:Iteration 16Q (165721.710000 sec): 3 clusters
  Score: Raw -1937983.975700 + Penalty 3276.136374 = -1934707.839326
  nChanged 189
		SP:Iteration 17Q (165722.040000 sec): 3 clusters
  Score: Raw -1938021.776934 + Penalty 3276.136374 = -1934745.640560
  nChanged 197
		SP:Iteration 18Q (165722.330000 sec): 3 clusters
  Score: Raw -1938059.509720 + Penalty 3276.136374 = -1934783.373346
  nChanged 198
		SP:Iteration 19Q (165722.660000 sec): 3 clusters
  Score: Raw -1938092.904462 + Penalty 3276.136374 = -1934816.768088
  nChanged 185
		SP:Iteration 20F (165722.930000 sec): 3 clusters
  Score: Raw -1938132.658949 + Penalty 3276.136374 = -1934856.522575
  nChanged 201
		SP:Iteration 21Q (165723.220000 sec): 3 clusters
  Score: Raw -1938181.305265 + Penalty 3276.136374 = -1934905.168891
  nChanged 220
		SP:Iteration 22Q (165723.560000 sec): 3 clusters
  Score: Raw -1938236.457166 + Penalty 3276.136374 = -1934960.320792
  nChanged 261
		SP:Iteration 23Q (165723.870000 sec): 3 clusters
  Score: Raw -1938306.259459 + Penalty 3276.136374 = -1935030.123086
  nChanged 272
		SP:Iteration 24Q (165724.170000 sec): 3 clusters
  Score: Raw -1938379.817187 + Penalty 3276.136374 = -1935103.680813
  nChanged 265
		SP:Iteration 25Q (165724.440000 sec): 3 clusters
  Score: Raw -1938441.961463 + Penalty 3276.136374 = -1935165.825089
  nChanged 220
		SP:Iteration 26Q (165724.730000 sec): 3 clusters
  Score: Raw -1938498.807829 + Penalty 3276.136374 = -1935222.671456
  nChanged 221
		SP:Iteration 27Q (165725.080000 sec): 3 clusters
  Score: Raw -1938557.508848 + Penalty 3276.136374 = -1935281.372474
  nChanged 225
		SP:Iteration 28Q (165725.330000 sec): 3 clusters
  Score: Raw -1938614.273101 + Penalty 3276.136374 = -1935338.136727
  nChanged 232
		SP:Iteration 29Q (165725.670000 sec): 3 clusters
  Score: Raw -1938674.152419 + Penalty 3276.136374 = -1935398.016045
  nChanged 242
		SP:Iteration 30Q (165725.960000 sec): 3 clusters
  Score: Raw -1938738.031394 + Penalty 3276.136374 = -1935461.895020
  nChanged 251
		SP:Iteration 31Q (165726.210000 sec): 3 clusters
  Score: Raw -1938803.380740 + Penalty 3276.136374 = -1935527.244366
  nChanged 259
		SP:Iteration 32Q (165726.460000 sec): 3 clusters
  Score: Raw -1938870.995994 + Penalty 3276.136374 = -1935594.859620
  nChanged 259
		SP:Iteration 33Q (165726.750000 sec): 3 clusters
  Score: Raw -1938926.130484 + Penalty 3276.136374 = -1935649.994110
  nChanged 195
		SP:Iteration 34Q (165727.030000 sec): 3 clusters
  Score: Raw -1938967.430783 + Penalty 3276.136374 = -1935691.294409
  nChanged 199
		SP:Iteration 35Q (165727.330000 sec): 3 clusters
  Score: Raw -1939010.089146 + Penalty 3276.136374 = -1935733.952772
  nChanged 199
		SP:Iteration 36Q (165727.640000 sec): 3 clusters
  Score: Raw -1939053.107418 + Penalty 3276.136374 = -1935776.971044
  nChanged 195
		SP:Iteration 37Q (165727.940000 sec): 3 clusters
  Score: Raw -1939092.061846 + Penalty 3276.136374 = -1935815.925472
  nChanged 173
		SP:Iteration 38Q (165728.250000 sec): 3 clusters
  Score: Raw -1939125.128121 + Penalty 3276.136374 = -1935848.991747
  nChanged 159
		SP:Iteration 39Q (165728.580000 sec): 3 clusters
  Score: Raw -1939151.671160 + Penalty 3276.136374 = -1935875.534786
  nChanged 122
		SP:Iteration 40F (165728.870000 sec): 3 clusters
  Score: Raw -1939175.193210 + Penalty 3276.136374 = -1935899.056836
  nChanged 140
		SP:Iteration 41Q (165729.140000 sec): 3 clusters
  Score: Raw -1939200.778954 + Penalty 3276.136374 = -1935924.642580
  nChanged 143
		SP:Iteration 42Q (165729.440000 sec): 3 clusters
  Score: Raw -1939230.370514 + Penalty 3276.136374 = -1935954.234140
  nChanged 160
		SP:Iteration 43Q (165729.760000 sec): 3 clusters
  Score: Raw -1939260.922296 + Penalty 3276.136374 = -1935984.785922
  nChanged 160
		SP:Iteration 44Q (165730.070000 sec): 3 clusters
  Score: Raw -1939296.479383 + Penalty 3276.136374 = -1936020.343009
  nChanged 189
		SP:Iteration 45Q (165730.370000 sec): 3 clusters
  Score: Raw -1939340.330751 + Penalty 3276.136374 = -1936064.194377
  nChanged 206
		SP:Iteration 46Q (165730.670000 sec): 3 clusters
  Score: Raw -1939385.706740 + Penalty 3276.136374 = -1936109.570366
  nChanged 198
		SP:Iteration 47Q (165731.010000 sec): 3 clusters
  Score: Raw -1939426.726812 + Penalty 3276.136374 = -1936150.590438
  nChanged 191
		SP:Iteration 48Q (165731.300000 sec): 3 clusters
  Score: Raw -1939463.508612 + Penalty 3276.136374 = -1936187.372238
  nChanged 164
		SP:Iteration 49Q (165731.590000 sec): 3 clusters
  Score: Raw -1939491.786646 + Penalty 3276.136374 = -1936215.650272
  nChanged 155
		SP:Iteration 50Q (165731.890000 sec): 3 clusters
  Score: Raw -1939518.360310 + Penalty 3276.136374 = -1936242.223937
  nChanged 145
		SP:Iteration 51Q (165732.180000 sec): 3 clusters
  Score: Raw -1939540.742183 + Penalty 3276.136374 = -1936264.605810
  nChanged 124
		SP:Iteration 52Q (165732.460000 sec): 3 clusters
  Score: Raw -1939561.974735 + Penalty 3276.136374 = -1936285.838361
  nChanged 119
		SP:Iteration 53Q (165732.710000 sec): 3 clusters
  Score: Raw -1939579.541095 + Penalty 3276.136374 = -1936303.404721
  nChanged 116
		SP:Iteration 54Q (165732.990000 sec): 3 clusters
  Score: Raw -1939598.508036 + Penalty 3276.136374 = -1936322.371662
  nChanged 106
		SP:Iteration 55Q (165733.270000 sec): 3 clusters
  Score: Raw -1939615.333766 + Penalty 3276.136374 = -1936339.197392
  nChanged 108
		SP:Iteration 56Q (165733.560000 sec): 3 clusters
  Score: Raw -1939630.101603 + Penalty 3276.136374 = -1936353.965229
  nChanged 106
		SP:Iteration 57Q (165733.860000 sec): 3 clusters
  Score: Raw -1939643.432632 + Penalty 3276.136374 = -1936367.296258
  nChanged 92
		SP:Iteration 58Q (165734.130000 sec): 3 clusters
  Score: Raw -1939653.871035 + Penalty 3276.136374 = -1936377.734661
  nChanged 83
		SP:Iteration 59Q (165734.410000 sec): 3 clusters
  Score: Raw -1939662.982524 + Penalty 3276.136374 = -1936386.846150
  nChanged 77
		SP:Iteration 60F (165734.700000 sec): 3 clusters
  Score: Raw -1939671.207434 + Penalty 3276.136374 = -1936395.071060
  nChanged 75
		SP:Iteration 61Q (165734.960000 sec): 3 clusters
  Score: Raw -1939680.747408 + Penalty 3276.136374 = -1936404.611034
  nChanged 80
		SP:Iteration 62Q (165735.260000 sec): 3 clusters
  Score: Raw -1939689.752386 + Penalty 3276.136374 = -1936413.616012
  nChanged 78
		SP:Iteration 63Q (165735.560000 sec): 3 clusters
  Score: Raw -1939698.165447 + Penalty 3276.136374 = -1936422.029073
  nChanged 65
		SP:Iteration 64Q (165735.870000 sec): 3 clusters
  Score: Raw -1939703.589090 + Penalty 3276.136374 = -1936427.452716
  nChanged 50
		SP:Iteration 65Q (165736.150000 sec): 3 clusters
  Score: Raw -1939708.096761 + Penalty 3276.136374 = -1936431.960387
  nChanged 55
		SP:Iteration 66Q (165736.440000 sec): 3 clusters
  Score: Raw -1939712.732368 + Penalty 3276.136374 = -1936436.595994
  nChanged 50
		SP:Iteration 67Q (165736.730000 sec): 3 clusters
  Score: Raw -1939717.377850 + Penalty 3276.136374 = -1936441.241476
  nChanged 56
		SP:Iteration 68Q (165737.040000 sec): 3 clusters
  Score: Raw -1939723.554681 + Penalty 3276.136374 = -1936447.418307
  nChanged 71
		SP:Iteration 69Q (165737.350000 sec): 3 clusters
  Score: Raw -1939730.656541 + Penalty 3276.136374 = -1936454.520167
  nChanged 66
		SP:Iteration 70Q (165737.690000 sec): 3 clusters
  Score: Raw -1939737.940188 + Penalty 3276.136374 = -1936461.803814
  nChanged 76
		SP:Iteration 71Q (165738.020000 sec): 3 clusters
  Score: Raw -1939748.376583 + Penalty 3276.136374 = -1936472.240209
  nChanged 73
		SP:Iteration 72Q (165738.330000 sec): 3 clusters
  Score: Raw -1939757.377480 + Penalty 3276.136374 = -1936481.241106
  nChanged 80
		SP:Iteration 73Q (165738.670000 sec): 3 clusters
  Score: Raw -1939766.271966 + Penalty 3276.136374 = -1936490.135592
  nChanged 56
		SP:Iteration 74Q (165738.980000 sec): 3 clusters
  Score: Raw -1939770.868275 + Penalty 3276.136374 = -1936494.731902
  nChanged 49
		SP:Iteration 75Q (165739.250000 sec): 3 clusters
  Score: Raw -1939775.892471 + Penalty 3276.136374 = -1936499.756097
  nChanged 48
		SP:Iteration 76Q (165739.540000 sec): 3 clusters
  Score: Raw -1939781.199053 + Penalty 3276.136374 = -1936505.062679
  nChanged 49
		SP:Iteration 77Q (165739.820000 sec): 3 clusters
  Score: Raw -1939785.592880 + Penalty 3276.136374 = -1936509.456506
  nChanged 47
		SP:Iteration 78Q (165740.170000 sec): 3 clusters
  Score: Raw -1939790.288245 + Penalty 3276.136374 = -1936514.151871
  nChanged 50
		SP:Iteration 79Q (165740.440000 sec): 3 clusters
  Score: Raw -1939796.441389 + Penalty 3276.136374 = -1936520.305015
  nChanged 44
		SP:Iteration 80F (165740.720000 sec): 3 clusters
  Score: Raw -1939800.878284 + Penalty 3276.136374 = -1936524.741910
  nChanged 51
		SP:Iteration 81Q (165741.000000 sec): 3 clusters
  Score: Raw -1939805.452128 + Penalty 3276.136374 = -1936529.315754
  nChanged 43
		SP:Iteration 82Q (165741.300000 sec): 3 clusters
  Score: Raw -1939808.595610 + Penalty 3276.136374 = -1936532.459236
  nChanged 41
		SP:Iteration 83Q (165741.650000 sec): 3 clusters
  Score: Raw -1939811.100527 + Penalty 3276.136374 = -1936534.964153
  nChanged 18
		SP:Iteration 84Q (165741.910000 sec): 3 clusters
  Score: Raw -1939812.761990 + Penalty 3276.136374 = -1936536.625616
  nChanged 25
		SP:Iteration 85Q (165742.190000 sec): 3 clusters
  Score: Raw -1939814.840037 + Penalty 3276.136374 = -1936538.703663
  nChanged 32
		SP:Iteration 86Q (165742.490000 sec): 3 clusters
  Score: Raw -1939817.137377 + Penalty 3276.136374 = -1936541.001003
  nChanged 22
		SP:Iteration 87Q (165742.730000 sec): 3 clusters
  Score: Raw -1939818.408272 + Penalty 3276.136374 = -1936542.271898
  nChanged 25
		SP:Iteration 88Q (165743.030000 sec): 3 clusters
  Score: Raw -1939819.932231 + Penalty 3276.136374 = -1936543.795857
  nChanged 19
		SP:Iteration 89Q (165743.330000 sec): 3 clusters
  Score: Raw -1939821.338007 + Penalty 3276.136374 = -1936545.201633
  nChanged 26
		SP:Iteration 90Q (165743.620000 sec): 3 clusters
  Score: Raw -1939822.800658 + Penalty 3276.136374 = -1936546.664284
  nChanged 14
		SP:Iteration 91Q (165743.940000 sec): 3 clusters
  Score: Raw -1939823.813481 + Penalty 3276.136374 = -1936547.677107
  nChanged 12
		SP:Iteration 92Q (165744.270000 sec): 3 clusters
  Score: Raw -1939824.712164 + Penalty 3276.136374 = -1936548.575790
  nChanged 18
		SP:Iteration 93Q (165744.520000 sec): 3 clusters
  Score: Raw -1939826.267374 + Penalty 3276.136374 = -1936550.131000
  nChanged 19
		SP:Iteration 94Q (165744.890000 sec): 3 clusters
  Score: Raw -1939827.522661 + Penalty 3276.136374 = -1936551.386287
  nChanged 19
		SP:Iteration 95Q (165745.170000 sec): 3 clusters
  Score: Raw -1939828.846807 + Penalty 3276.136374 = -1936552.710433
  nChanged 23
		SP:Iteration 96Q (165745.430000 sec): 3 clusters
  Score: Raw -1939831.271780 + Penalty 3276.136374 = -1936555.135406
  nChanged 30
		SP:Iteration 97Q (165745.740000 sec): 3 clusters
  Score: Raw -1939834.232645 + Penalty 3276.136374 = -1936558.096271
  nChanged 36
		SP:Iteration 98Q (165746.110000 sec): 3 clusters
  Score: Raw -1939836.840462 + Penalty 3276.136374 = -1936560.704088
  nChanged 34
		SP:Iteration 99Q (165746.430000 sec): 3 clusters
  Score: Raw -1939839.832560 + Penalty 3276.136374 = -1936563.696187
  nChanged 25
		SP:Iteration 100F (165746.720000 sec): 3 clusters
  Score: Raw -1939841.395554 + Penalty 3276.136374 = -1936565.259181
  nChanged 29
		SP:Iteration 101Q (165747.030000 sec): 3 clusters
  Score: Raw -1939843.220357 + Penalty 3276.136374 = -1936567.083983
  nChanged 25
		SP:Iteration 102Q (165747.380000 sec): 3 clusters
  Score: Raw -1939844.752971 + Penalty 3276.136374 = -1936568.616597
  nChanged 25
		SP:Iteration 103Q (165747.730000 sec): 3 clusters
  Score: Raw -1939846.389047 + Penalty 3276.136374 = -1936570.252674
  nChanged 24
		SP:Iteration 104Q (165748.040000 sec): 3 clusters
  Score: Raw -1939847.869797 + Penalty 3276.136374 = -1936571.733423
  nChanged 26
		SP:Iteration 105Q (165748.330000 sec): 3 clusters
  Score: Raw -1939849.351822 + Penalty 3276.136374 = -1936573.215448
  nChanged 21
		SP:Iteration 106Q (165748.630000 sec): 3 clusters
  Score: Raw -1939850.419238 + Penalty 3276.136374 = -1936574.282864
  nChanged 12
		SP:Iteration 107Q (165748.910000 sec): 3 clusters
  Score: Raw -1939851.402970 + Penalty 3276.136374 = -1936575.266596
  nChanged 20
		SP:Iteration 108Q (165749.200000 sec): 3 clusters
  Score: Raw -1939852.808340 + Penalty 3276.136374 = -1936576.671966
  nChanged 18
		SP:Iteration 109Q (165749.580000 sec): 3 clusters
  Score: Raw -1939853.872656 + Penalty 3276.136374 = -1936577.736282
  nChanged 22
		SP:Iteration 110Q (165749.880000 sec): 3 clusters
  Score: Raw -1939855.173051 + Penalty 3276.136374 = -1936579.036677
  nChanged 12
		SP:Iteration 111Q (165750.130000 sec): 3 clusters
  Score: Raw -1939855.718215 + Penalty 3276.136374 = -1936579.581841
  nChanged 12
		SP:Iteration 112Q (165750.390000 sec): 3 clusters
  Score: Raw -1939856.298996 + Penalty 3276.136374 = -1936580.162622
  nChanged 6
		SP:Iteration 113Q (165750.660000 sec): 3 clusters
  Score: Raw -1939856.518495 + Penalty 3276.136374 = -1936580.382121
  nChanged 4
		SP:Iteration 114Q (165750.910000 sec): 3 clusters
  Score: Raw -1939856.664271 + Penalty 3276.136374 = -1936580.527897
  nChanged 6
		SP:Iteration 115Q (165751.150000 sec): 3 clusters
  Score: Raw -1939857.049050 + Penalty 3276.136374 = -1936580.912676
  nChanged 8
		SP:Iteration 116Q (165751.430000 sec): 3 clusters
  Score: Raw -1939857.544610 + Penalty 3276.136374 = -1936581.408236
  nChanged 3
		SP:Iteration 117Q (165751.700000 sec): 3 clusters
  Score: Raw -1939857.618132 + Penalty 3276.136374 = -1936581.481758
  nChanged 1
		SP:Iteration 118Q (165751.950000 sec): 3 clusters
  Score: Raw -1939857.643317 + Penalty 3276.136374 = -1936581.506943
  nChanged 1
		SP:Iteration 119Q (165752.240000 sec): 3 clusters
  Score: Raw -1939857.653684 + Penalty 3276.136374 = -1936581.517310
  nChanged 0
		SP:Iteration 120F (165752.530000 sec): 3 clusters
  Score: Raw -1939857.653684 + Penalty 3276.136374 = -1936581.517310
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 61 (15210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165752.650000 sec): 2 clusters
  Score: Raw -1308819.179388 + Penalty 1564.827613 = -1307254.351775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165752.930000 sec): 3 clusters
  Score: Raw -1299893.227927 + Penalty 3129.655225 = -1296763.572702
  nChanged 6701
		SP:Iteration 1F (165753.110000 sec): 3 clusters
  Score: Raw -1303638.389135 + Penalty 3129.655225 = -1300508.733910
  nChanged 876
		SP:Iteration 2F (165753.380000 sec): 3 clusters
  Score: Raw -1304019.515319 + Penalty 3129.655225 = -1300889.860094
  nChanged 782
		SP:Iteration 3F (165753.560000 sec): 3 clusters
  Score: Raw -1304396.683398 + Penalty 3129.655225 = -1301267.028173
  nChanged 733
		SP:Iteration 4Q (165753.830000 sec): 3 clusters
  Score: Raw -1304804.421530 + Penalty 3129.655225 = -1301674.766305
  nChanged 755
		SP:Iteration 5Q (165754.070000 sec): 3 clusters
  Score: Raw -1305275.999499 + Penalty 3129.655225 = -1302146.344274
  nChanged 754
		SP:Iteration 6Q (165754.290000 sec): 3 clusters
  Score: Raw -1305769.868853 + Penalty 3129.655225 = -1302640.213628
  nChanged 712
		SP:Iteration 7Q (165754.520000 sec): 3 clusters
  Score: Raw -1306269.676328 + Penalty 3129.655225 = -1303140.021103
  nChanged 736
		SP:Iteration 8Q (165754.750000 sec): 3 clusters
  Score: Raw -1306868.004698 + Penalty 3129.655225 = -1303738.349473
  nChanged 739
		SP:Iteration 9Q (165755.060000 sec): 3 clusters
  Score: Raw -1307574.393997 + Penalty 3129.655225 = -1304444.738772
  nChanged 630
		SP:Iteration 10Q (165755.270000 sec): 3 clusters
  Score: Raw -1308185.856063 + Penalty 3129.655225 = -1305056.200837
  nChanged 438
		SP:Iteration 11Q (165755.500000 sec): 3 clusters
  Score: Raw -1308640.687220 + Penalty 3129.655225 = -1305511.031995
  nChanged 351
		SP:Iteration 12Q (165755.710000 sec): 3 clusters
  Score: Raw -1308972.289108 + Penalty 3129.655225 = -1305842.633882
  nChanged 241
		SP:Iteration 13Q (165755.960000 sec): 3 clusters
  Score: Raw -1309147.996784 + Penalty 3129.655225 = -1306018.341559
  nChanged 163
		SP:Iteration 14Q (165756.220000 sec): 3 clusters
  Score: Raw -1309252.137224 + Penalty 3129.655225 = -1306122.481999
  nChanged 126
		SP:Iteration 15Q (165756.440000 sec): 3 clusters
  Score: Raw -1309322.483885 + Penalty 3129.655225 = -1306192.828660
  nChanged 117
		SP:Iteration 16Q (165756.720000 sec): 3 clusters
  Score: Raw -1309376.833172 + Penalty 3129.655225 = -1306247.177946
  nChanged 83
		SP:Iteration 17Q (165756.950000 sec): 3 clusters
  Score: Raw -1309408.513991 + Penalty 3129.655225 = -1306278.858766
  nChanged 58
		SP:Iteration 18Q (165757.180000 sec): 3 clusters
  Score: Raw -1309429.979403 + Penalty 3129.655225 = -1306300.324178
  nChanged 42
		SP:Iteration 19Q (165757.420000 sec): 3 clusters
  Score: Raw -1309445.141158 + Penalty 3129.655225 = -1306315.485933
  nChanged 33
		SP:Iteration 20F (165757.670000 sec): 3 clusters
  Score: Raw -1309458.656038 + Penalty 3129.655225 = -1306329.000813
  nChanged 34
		SP:Iteration 21Q (165757.890000 sec): 3 clusters
  Score: Raw -1309470.175280 + Penalty 3129.655225 = -1306340.520055
  nChanged 28
		SP:Iteration 22Q (165758.190000 sec): 3 clusters
  Score: Raw -1309478.903694 + Penalty 3129.655225 = -1306349.248468
  nChanged 22
		SP:Iteration 23Q (165758.360000 sec): 3 clusters
  Score: Raw -1309486.528859 + Penalty 3129.655225 = -1306356.873634
  nChanged 19
		SP:Iteration 24Q (165758.630000 sec): 3 clusters
  Score: Raw -1309494.412782 + Penalty 3129.655225 = -1306364.757557
  nChanged 24
		SP:Iteration 25Q (165758.860000 sec): 3 clusters
  Score: Raw -1309503.460084 + Penalty 3129.655225 = -1306373.804859
  nChanged 16
		SP:Iteration 26Q (165759.080000 sec): 3 clusters
  Score: Raw -1309509.410584 + Penalty 3129.655225 = -1306379.755359
  nChanged 15
		SP:Iteration 27Q (165759.340000 sec): 3 clusters
  Score: Raw -1309514.933779 + Penalty 3129.655225 = -1306385.278554
  nChanged 15
		SP:Iteration 28Q (165759.580000 sec): 3 clusters
  Score: Raw -1309518.418963 + Penalty 3129.655225 = -1306388.763738
  nChanged 11
		SP:Iteration 29Q (165759.820000 sec): 3 clusters
  Score: Raw -1309520.810757 + Penalty 3129.655225 = -1306391.155532
  nChanged 6
		SP:Iteration 30Q (165760.070000 sec): 3 clusters
  Score: Raw -1309522.220859 + Penalty 3129.655225 = -1306392.565634
  nChanged 7
		SP:Iteration 31Q (165760.310000 sec): 3 clusters
  Score: Raw -1309524.740160 + Penalty 3129.655225 = -1306395.084935
  nChanged 9
		SP:Iteration 32Q (165760.530000 sec): 3 clusters
  Score: Raw -1309527.754266 + Penalty 3129.655225 = -1306398.099041
  nChanged 12
		SP:Iteration 33Q (165760.830000 sec): 3 clusters
  Score: Raw -1309530.895205 + Penalty 3129.655225 = -1306401.239980
  nChanged 5
		SP:Iteration 34Q (165761.070000 sec): 3 clusters
  Score: Raw -1309532.212748 + Penalty 3129.655225 = -1306402.557523
  nChanged 5
		SP:Iteration 35Q (165761.310000 sec): 3 clusters
  Score: Raw -1309533.382609 + Penalty 3129.655225 = -1306403.727384
  nChanged 5
		SP:Iteration 36Q (165761.570000 sec): 3 clusters
  Score: Raw -1309534.612636 + Penalty 3129.655225 = -1306404.957410
  nChanged 8
		SP:Iteration 37Q (165761.810000 sec): 3 clusters
  Score: Raw -1309537.170750 + Penalty 3129.655225 = -1306407.515524
  nChanged 9
		SP:Iteration 38Q (165762.060000 sec): 3 clusters
  Score: Raw -1309539.853710 + Penalty 3129.655225 = -1306410.198484
  nChanged 7
		SP:Iteration 39Q (165762.290000 sec): 3 clusters
  Score: Raw -1309541.912219 + Penalty 3129.655225 = -1306412.256993
  nChanged 6
		SP:Iteration 40F (165762.520000 sec): 3 clusters
  Score: Raw -1309543.714199 + Penalty 3129.655225 = -1306414.058973
  nChanged 5
		SP:Iteration 41Q (165762.750000 sec): 3 clusters
  Score: Raw -1309546.006865 + Penalty 3129.655225 = -1306416.351640
  nChanged 8
		SP:Iteration 42Q (165763.010000 sec): 3 clusters
  Score: Raw -1309548.110114 + Penalty 3129.655225 = -1306418.454888
  nChanged 7
		SP:Iteration 43Q (165763.260000 sec): 3 clusters
  Score: Raw -1309549.622569 + Penalty 3129.655225 = -1306419.967343
  nChanged 5
		SP:Iteration 44Q (165763.550000 sec): 3 clusters
  Score: Raw -1309550.866575 + Penalty 3129.655225 = -1306421.211350
  nChanged 2
		SP:Iteration 45Q (165763.790000 sec): 3 clusters
  Score: Raw -1309551.363890 + Penalty 3129.655225 = -1306421.708665
  nChanged 4
		SP:Iteration 46Q (165764.030000 sec): 3 clusters
  Score: Raw -1309552.397617 + Penalty 3129.655225 = -1306422.742391
  nChanged 2
		SP:Iteration 47Q (165764.290000 sec): 3 clusters
  Score: Raw -1309552.717710 + Penalty 3129.655225 = -1306423.062485
  nChanged 1
		SP:Iteration 48Q (165764.580000 sec): 3 clusters
  Score: Raw -1309552.927308 + Penalty 3129.655225 = -1306423.272083
  nChanged 1
		SP:Iteration 49Q (165764.800000 sec): 3 clusters
  Score: Raw -1309553.200728 + Penalty 3129.655225 = -1306423.545503
  nChanged 0
		SP:Iteration 50F (165765.020000 sec): 3 clusters
  Score: Raw -1309553.200728 + Penalty 3129.655225 = -1306423.545503
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 62 (6512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165765.130000 sec): 2 clusters
  Score: Raw -545196.666718 + Penalty 1426.977810 = -543769.688908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165765.370000 sec): 3 clusters
  Score: Raw -541686.950643 + Penalty 2853.955620 = -538832.995023
  nChanged 2725
		SP:Iteration 1F (165765.610000 sec): 3 clusters
  Score: Raw -543188.518749 + Penalty 2853.955620 = -540334.563129
  nChanged 434
		SP:Iteration 2F (165765.820000 sec): 3 clusters
  Score: Raw -543400.934629 + Penalty 2853.955620 = -540546.979009
  nChanged 358
		SP:Iteration 3F (165766.010000 sec): 3 clusters
  Score: Raw -543579.291476 + Penalty 2853.955620 = -540725.335856
  nChanged 325
		SP:Iteration 4Q (165766.270000 sec): 3 clusters
  Score: Raw -543739.183183 + Penalty 2853.955620 = -540885.227563
  nChanged 264
		SP:Iteration 5Q (165766.460000 sec): 3 clusters
  Score: Raw -543881.814495 + Penalty 2853.955620 = -541027.858875
  nChanged 264
		SP:Iteration 6Q (165766.660000 sec): 3 clusters
  Score: Raw -544023.627043 + Penalty 2853.955620 = -541169.671423
  nChanged 246
		SP:Iteration 7Q (165766.890000 sec): 3 clusters
  Score: Raw -544163.287034 + Penalty 2853.955620 = -541309.331414
  nChanged 241
		SP:Iteration 8Q (165767.150000 sec): 3 clusters
  Score: Raw -544322.910022 + Penalty 2853.955620 = -541468.954402
  nChanged 249
		SP:Iteration 9Q (165767.340000 sec): 3 clusters
  Score: Raw -544507.030792 + Penalty 2853.955620 = -541653.075172
  nChanged 280
		SP:Iteration 10Q (165767.590000 sec): 3 clusters
  Score: Raw -544721.118639 + Penalty 2853.955620 = -541867.163019
  nChanged 267
		SP:Iteration 11Q (165767.830000 sec): 3 clusters
  Score: Raw -544964.391274 + Penalty 2853.955620 = -542110.435654
  nChanged 283
		SP:Iteration 12Q (165768.030000 sec): 3 clusters
  Score: Raw -545225.045176 + Penalty 2853.955620 = -542371.089556
  nChanged 271
		SP:Iteration 13Q (165768.270000 sec): 3 clusters
  Score: Raw -545459.928052 + Penalty 2853.955620 = -542605.972432
  nChanged 230
		SP:Iteration 14Q (165768.490000 sec): 3 clusters
  Score: Raw -545616.514743 + Penalty 2853.955620 = -542762.559123
  nChanged 170
		SP:Iteration 15Q (165768.670000 sec): 3 clusters
  Score: Raw -545707.814271 + Penalty 2853.955620 = -542853.858651
  nChanged 128
		SP:Iteration 16Q (165768.890000 sec): 3 clusters
  Score: Raw -545769.801024 + Penalty 2853.955620 = -542915.845404
  nChanged 101
		SP:Iteration 17Q (165769.160000 sec): 3 clusters
  Score: Raw -545823.367805 + Penalty 2853.955620 = -542969.412185
  nChanged 88
		SP:Iteration 18Q (165769.340000 sec): 3 clusters
  Score: Raw -545868.205004 + Penalty 2853.955620 = -543014.249384
  nChanged 77
		SP:Iteration 19Q (165769.560000 sec): 3 clusters
  Score: Raw -545902.502403 + Penalty 2853.955620 = -543048.546783
  nChanged 65
		SP:Iteration 20F (165769.770000 sec): 3 clusters
  Score: Raw -545927.878599 + Penalty 2853.955620 = -543073.922979
  nChanged 42
		SP:Iteration 21Q (165769.990000 sec): 3 clusters
  Score: Raw -545940.738297 + Penalty 2853.955620 = -543086.782677
  nChanged 22
		SP:Iteration 22Q (165770.210000 sec): 3 clusters
  Score: Raw -545945.380692 + Penalty 2853.955620 = -543091.425072
  nChanged 17
		SP:Iteration 23Q (165770.430000 sec): 3 clusters
  Score: Raw -545949.981022 + Penalty 2853.955620 = -543096.025402
  nChanged 21
		SP:Iteration 24Q (165770.630000 sec): 3 clusters
  Score: Raw -545954.880741 + Penalty 2853.955620 = -543100.925121
  nChanged 14
		SP:Iteration 25Q (165770.830000 sec): 3 clusters
  Score: Raw -545957.836569 + Penalty 2853.955620 = -543103.880949
  nChanged 14
		SP:Iteration 26Q (165771.050000 sec): 3 clusters
  Score: Raw -545961.064322 + Penalty 2853.955620 = -543107.108702
  nChanged 14
		SP:Iteration 27Q (165771.210000 sec): 3 clusters
  Score: Raw -545963.435747 + Penalty 2853.955620 = -543109.480128
  nChanged 5
		SP:Iteration 28Q (165771.430000 sec): 3 clusters
  Score: Raw -545964.176035 + Penalty 2853.955620 = -543110.220415
  nChanged 5
		SP:Iteration 29Q (165771.620000 sec): 3 clusters
  Score: Raw -545964.967865 + Penalty 2853.955620 = -543111.012245
  nChanged 5
		SP:Iteration 30Q (165771.860000 sec): 3 clusters
  Score: Raw -545965.882961 + Penalty 2853.955620 = -543111.927341
  nChanged 5
		SP:Iteration 31Q (165772.070000 sec): 3 clusters
  Score: Raw -545966.449434 + Penalty 2853.955620 = -543112.493814
  nChanged 0
		SP:Iteration 32F (165772.340000 sec): 3 clusters
  Score: Raw -545966.449434 + Penalty 2853.955620 = -543112.493814
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 63 (21326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165772.530000 sec): 2 clusters
  Score: Raw -1646596.097165 + Penalty 1619.748368 = -1644976.348797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165772.820000 sec): 3 clusters
  Score: Raw -1633649.224257 + Penalty 3239.496736 = -1630409.727521
  nChanged 9753
		SP:Iteration 1F (165773.160000 sec): 3 clusters
  Score: Raw -1639034.596583 + Penalty 3239.496736 = -1635795.099847
  nChanged 1320
		SP:Iteration 2F (165773.410000 sec): 3 clusters
  Score: Raw -1639699.399420 + Penalty 3239.496736 = -1636459.902684
  nChanged 1327
		SP:Iteration 3F (165773.730000 sec): 3 clusters
  Score: Raw -1640488.858156 + Penalty 3239.496736 = -1637249.361420
  nChanged 1411
		SP:Iteration 4F (165774.030000 sec): 3 clusters
  Score: Raw -1641462.760005 + Penalty 3239.496736 = -1638223.263269
  nChanged 1435
		SP:Iteration 5F (165774.330000 sec): 3 clusters
  Score: Raw -1642515.653567 + Penalty 3239.496736 = -1639276.156831
  nChanged 1372
		SP:Iteration 6F (165774.560000 sec): 3 clusters
  Score: Raw -1643538.067137 + Penalty 3239.496736 = -1640298.570401
  nChanged 1232
		SP:Iteration 7F (165774.860000 sec): 3 clusters
  Score: Raw -1644476.359439 + Penalty 3239.496736 = -1641236.862703
  nChanged 975
		SP:Iteration 8Q (165775.170000 sec): 3 clusters
  Score: Raw -1645217.574069 + Penalty 3239.496736 = -1641978.077333
  nChanged 814
		SP:Iteration 9Q (165775.480000 sec): 3 clusters
  Score: Raw -1645890.282161 + Penalty 3239.496736 = -1642650.785425
  nChanged 601
		SP:Iteration 10Q (165775.760000 sec): 3 clusters
  Score: Raw -1646410.668863 + Penalty 3239.496736 = -1643171.172127
  nChanged 401
		SP:Iteration 11Q (165776.070000 sec): 3 clusters
  Score: Raw -1646783.348120 + Penalty 3239.496736 = -1643543.851385
  nChanged 277
		SP:Iteration 12Q (165776.330000 sec): 3 clusters
  Score: Raw -1647074.231531 + Penalty 3239.496736 = -1643834.734795
  nChanged 197
		SP:Iteration 13Q (165776.660000 sec): 3 clusters
  Score: Raw -1647261.279007 + Penalty 3239.496736 = -1644021.782271
  nChanged 134
		SP:Iteration 14Q (165776.940000 sec): 3 clusters
  Score: Raw -1647363.403706 + Penalty 3239.496736 = -1644123.906970
  nChanged 102
		SP:Iteration 15Q (165777.250000 sec): 3 clusters
  Score: Raw -1647435.695907 + Penalty 3239.496736 = -1644196.199171
  nChanged 77
		SP:Iteration 16Q (165777.540000 sec): 3 clusters
  Score: Raw -1647486.691447 + Penalty 3239.496736 = -1644247.194711
  nChanged 48
		SP:Iteration 17Q (165777.790000 sec): 3 clusters
  Score: Raw -1647519.276475 + Penalty 3239.496736 = -1644279.779739
  nChanged 42
		SP:Iteration 18Q (165778.060000 sec): 3 clusters
  Score: Raw -1647544.300523 + Penalty 3239.496736 = -1644304.803787
  nChanged 32
		SP:Iteration 19Q (165778.310000 sec): 3 clusters
  Score: Raw -1647562.481597 + Penalty 3239.496736 = -1644322.984861
  nChanged 30
		SP:Iteration 20F (165778.650000 sec): 3 clusters
  Score: Raw -1647579.054357 + Penalty 3239.496736 = -1644339.557622
  nChanged 28
		SP:Iteration 21Q (165778.890000 sec): 3 clusters
  Score: Raw -1647595.805494 + Penalty 3239.496736 = -1644356.308758
  nChanged 27
		SP:Iteration 22Q (165779.170000 sec): 3 clusters
  Score: Raw -1647613.122039 + Penalty 3239.496736 = -1644373.625303
  nChanged 33
		SP:Iteration 23Q (165779.420000 sec): 3 clusters
  Score: Raw -1647632.918082 + Penalty 3239.496736 = -1644393.421346
  nChanged 24
		SP:Iteration 24Q (165779.700000 sec): 3 clusters
  Score: Raw -1647648.915072 + Penalty 3239.496736 = -1644409.418336
  nChanged 22
		SP:Iteration 25Q (165779.900000 sec): 3 clusters
  Score: Raw -1647657.260536 + Penalty 3239.496736 = -1644417.763800
  nChanged 11
		SP:Iteration 26Q (165780.220000 sec): 3 clusters
  Score: Raw -1647661.327559 + Penalty 3239.496736 = -1644421.830823
  nChanged 6
		SP:Iteration 27Q (165780.490000 sec): 3 clusters
  Score: Raw -1647663.834506 + Penalty 3239.496736 = -1644424.337770
  nChanged 8
		SP:Iteration 28Q (165780.780000 sec): 3 clusters
  Score: Raw -1647666.565822 + Penalty 3239.496736 = -1644427.069086
  nChanged 8
		SP:Iteration 29Q (165781.030000 sec): 3 clusters
  Score: Raw -1647669.480752 + Penalty 3239.496736 = -1644429.984017
  nChanged 6
		SP:Iteration 30Q (165781.330000 sec): 3 clusters
  Score: Raw -1647673.105002 + Penalty 3239.496736 = -1644433.608266
  nChanged 7
		SP:Iteration 31Q (165781.550000 sec): 3 clusters
  Score: Raw -1647676.572262 + Penalty 3239.496736 = -1644437.075526
  nChanged 6
		SP:Iteration 32Q (165781.870000 sec): 3 clusters
  Score: Raw -1647680.534579 + Penalty 3239.496736 = -1644441.037843
  nChanged 5
		SP:Iteration 33Q (165782.100000 sec): 3 clusters
  Score: Raw -1647682.211129 + Penalty 3239.496736 = -1644442.714393
  nChanged 1
		SP:Iteration 34Q (165782.390000 sec): 3 clusters
  Score: Raw -1647682.658776 + Penalty 3239.496736 = -1644443.162040
  nChanged 2
		SP:Iteration 35Q (165782.630000 sec): 3 clusters
  Score: Raw -1647683.323695 + Penalty 3239.496736 = -1644443.826959
  nChanged 0
		SP:Iteration 36F (165782.940000 sec): 3 clusters
  Score: Raw -1647683.323695 + Penalty 3239.496736 = -1644443.826959
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 64 (3247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165783.070000 sec): 2 clusters
  Score: Raw -232868.713562 + Penalty 1313.891600 = -231554.821962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165783.230000 sec): 3 clusters
  Score: Raw -231332.906689 + Penalty 2627.783201 = -228705.123488
  nChanged 1246
		SP:Iteration 1F (165783.440000 sec): 3 clusters
  Score: Raw -232226.518947 + Penalty 2627.783201 = -229598.735746
  nChanged 321
		SP:Iteration 2F (165783.620000 sec): 3 clusters
  Score: Raw -232555.101769 + Penalty 2627.783201 = -229927.318568
  nChanged 279
		SP:Iteration 3F (165783.810000 sec): 3 clusters
  Score: Raw -232887.492907 + Penalty 2627.783201 = -230259.709706
  nChanged 243
		SP:Iteration 4F (165784.010000 sec): 3 clusters
  Score: Raw -233184.997380 + Penalty 2627.783201 = -230557.214179
  nChanged 215
		SP:Iteration 5F (165784.220000 sec): 3 clusters
  Score: Raw -233449.119596 + Penalty 2627.783201 = -230821.336395
  nChanged 176
		SP:Iteration 6F (165784.400000 sec): 3 clusters
  Score: Raw -233627.144302 + Penalty 2627.783201 = -230999.361101
  nChanged 109
		SP:Iteration 7Q (165784.600000 sec): 3 clusters
  Score: Raw -233731.482862 + Penalty 2627.783201 = -231103.699661
  nChanged 98
		SP:Iteration 8Q (165784.840000 sec): 3 clusters
  Score: Raw -233811.456425 + Penalty 2627.783201 = -231183.673224
  nChanged 70
		SP:Iteration 9Q (165785.040000 sec): 3 clusters
  Score: Raw -233875.878085 + Penalty 2627.783201 = -231248.094884
  nChanged 73
		SP:Iteration 10Q (165785.230000 sec): 3 clusters
  Score: Raw -233938.785201 + Penalty 2627.783201 = -231311.002000
  nChanged 62
		SP:Iteration 11Q (165785.380000 sec): 3 clusters
  Score: Raw -233981.842869 + Penalty 2627.783201 = -231354.059669
  nChanged 46
		SP:Iteration 12Q (165785.580000 sec): 3 clusters
  Score: Raw -234009.316851 + Penalty 2627.783201 = -231381.533650
  nChanged 26
		SP:Iteration 13Q (165785.760000 sec): 3 clusters
  Score: Raw -234021.641006 + Penalty 2627.783201 = -231393.857805
  nChanged 17
		SP:Iteration 14Q (165785.940000 sec): 3 clusters
  Score: Raw -234030.374994 + Penalty 2627.783201 = -231402.591793
  nChanged 14
		SP:Iteration 15Q (165786.090000 sec): 3 clusters
  Score: Raw -234036.459151 + Penalty 2627.783201 = -231408.675950
  nChanged 12
		SP:Iteration 16Q (165786.310000 sec): 3 clusters
  Score: Raw -234040.985634 + Penalty 2627.783201 = -231413.202433
  nChanged 5
		SP:Iteration 17Q (165786.500000 sec): 3 clusters
  Score: Raw -234042.499585 + Penalty 2627.783201 = -231414.716384
  nChanged 7
		SP:Iteration 18Q (165786.670000 sec): 3 clusters
  Score: Raw -234044.495133 + Penalty 2627.783201 = -231416.711932
  nChanged 4
		SP:Iteration 19Q (165786.880000 sec): 3 clusters
  Score: Raw -234045.277646 + Penalty 2627.783201 = -231417.494445
  nChanged 3
		SP:Iteration 20F (165787.050000 sec): 3 clusters
  Score: Raw -234047.207521 + Penalty 2627.783201 = -231419.424320
  nChanged 2
		SP:Iteration 21Q (165787.270000 sec): 3 clusters
  Score: Raw -234047.779398 + Penalty 2627.783201 = -231419.996197
  nChanged 0
		SP:Iteration 22F (165787.460000 sec): 3 clusters
  Score: Raw -234047.779398 + Penalty 2627.783201 = -231419.996197
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 65 (633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165787.550000 sec): 2 clusters
  Score: Raw -50415.273356 + Penalty 1048.201444 = -49367.071913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165787.770000 sec): 3 clusters
  Score: Raw -50296.197060 + Penalty 2096.402887 = -48199.794173
  nChanged 178
		SP:Iteration 1F (165787.960000 sec): 3 clusters
  Score: Raw -50596.349035 + Penalty 2096.402887 = -48499.946148
  nChanged 51
		SP:Iteration 2F (165788.120000 sec): 3 clusters
  Score: Raw -50731.991038 + Penalty 2096.402887 = -48635.588151
  nChanged 36
		SP:Iteration 3F (165788.270000 sec): 3 clusters
  Score: Raw -50874.232779 + Penalty 2096.402887 = -48777.829892
  nChanged 29
		SP:Iteration 4Q (165788.460000 sec): 3 clusters
  Score: Raw -51023.518903 + Penalty 2096.402887 = -48927.116016
  nChanged 25
		SP:Iteration 5Q (165788.680000 sec): 3 clusters
  Score: Raw -51146.623278 + Penalty 2096.402887 = -49050.220390
  nChanged 23
		SP:Iteration 6Q (165788.850000 sec): 3 clusters
  Score: Raw -51199.243799 + Penalty 2096.402887 = -49102.840912
  nChanged 12
		SP:Iteration 7Q (165789.020000 sec): 3 clusters
  Score: Raw -51215.038623 + Penalty 2096.402887 = -49118.635736
  nChanged 10
		SP:Iteration 8Q (165789.220000 sec): 3 clusters
  Score: Raw -51232.519366 + Penalty 2096.402887 = -49136.116479
  nChanged 10
		SP:Iteration 9Q (165789.400000 sec): 3 clusters
  Score: Raw -51253.810004 + Penalty 2096.402887 = -49157.407117
  nChanged 6
		SP:Iteration 10Q (165789.570000 sec): 3 clusters
  Score: Raw -51265.322952 + Penalty 2096.402887 = -49168.920064
  nChanged 6
		SP:Iteration 11Q (165789.780000 sec): 3 clusters
  Score: Raw -51278.098111 + Penalty 2096.402887 = -49181.695224
  nChanged 3
		SP:Iteration 12Q (165789.940000 sec): 3 clusters
  Score: Raw -51285.374880 + Penalty 2096.402887 = -49188.971992
  nChanged 4
		SP:Iteration 13Q (165790.140000 sec): 3 clusters
  Score: Raw -51292.122008 + Penalty 2096.402887 = -49195.719121
  nChanged 5
		SP:Iteration 14Q (165790.330000 sec): 3 clusters
  Score: Raw -51301.277095 + Penalty 2096.402887 = -49204.874207
  nChanged 6
		SP:Iteration 15Q (165790.510000 sec): 3 clusters
  Score: Raw -51309.505602 + Penalty 2096.402887 = -49213.102715
  nChanged 1
		SP:Iteration 16Q (165790.690000 sec): 3 clusters
  Score: Raw -51312.145144 + Penalty 2096.402887 = -49215.742257
  nChanged 0
		SP:Iteration 17F (165790.830000 sec): 3 clusters
  Score: Raw -51312.145144 + Penalty 2096.402887 = -49215.742257
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 66 (7190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165790.950000 sec): 2 clusters
  Score: Raw -606552.188725 + Penalty 1443.072548 = -605109.116177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165791.100000 sec): 3 clusters
  Score: Raw -602618.891847 + Penalty 2886.145096 = -599732.746750
  nChanged 2993
		SP:Iteration 1F (165791.330000 sec): 3 clusters
  Score: Raw -604384.948921 + Penalty 2886.145096 = -601498.803825
  nChanged 598
		SP:Iteration 2F (165791.520000 sec): 3 clusters
  Score: Raw -604826.117634 + Penalty 2886.145096 = -601939.972538
  nChanged 553
		SP:Iteration 3F (165791.710000 sec): 3 clusters
  Score: Raw -605266.315680 + Penalty 2886.145096 = -602380.170583
  nChanged 511
		SP:Iteration 4F (165791.920000 sec): 3 clusters
  Score: Raw -605700.086697 + Penalty 2886.145096 = -602813.941601
  nChanged 479
		SP:Iteration 5F (165792.110000 sec): 3 clusters
  Score: Raw -606081.400823 + Penalty 2886.145096 = -603195.255727
  nChanged 385
		SP:Iteration 6F (165792.300000 sec): 3 clusters
  Score: Raw -606352.009251 + Penalty 2886.145096 = -603465.864155
  nChanged 316
		SP:Iteration 7Q (165792.490000 sec): 3 clusters
  Score: Raw -606591.918107 + Penalty 2886.145096 = -603705.773010
  nChanged 274
		SP:Iteration 8Q (165792.670000 sec): 3 clusters
  Score: Raw -606800.765499 + Penalty 2886.145096 = -603914.620403
  nChanged 224
		SP:Iteration 9Q (165792.920000 sec): 3 clusters
  Score: Raw -606941.170644 + Penalty 2886.145096 = -604055.025548
  nChanged 161
		SP:Iteration 10Q (165793.080000 sec): 3 clusters
  Score: Raw -607029.061999 + Penalty 2886.145096 = -604142.916902
  nChanged 112
		SP:Iteration 11Q (165793.340000 sec): 3 clusters
  Score: Raw -607082.722745 + Penalty 2886.145096 = -604196.577649
  nChanged 86
		SP:Iteration 12Q (165793.550000 sec): 3 clusters
  Score: Raw -607118.246576 + Penalty 2886.145096 = -604232.101479
  nChanged 71
		SP:Iteration 13Q (165793.710000 sec): 3 clusters
  Score: Raw -607142.638705 + Penalty 2886.145096 = -604256.493608
  nChanged 62
		SP:Iteration 14Q (165793.950000 sec): 3 clusters
  Score: Raw -607166.428349 + Penalty 2886.145096 = -604280.283252
  nChanged 53
		SP:Iteration 15Q (165794.200000 sec): 3 clusters
  Score: Raw -607185.852168 + Penalty 2886.145096 = -604299.707072
  nChanged 35
		SP:Iteration 16Q (165794.430000 sec): 3 clusters
  Score: Raw -607198.654698 + Penalty 2886.145096 = -604312.509602
  nChanged 35
		SP:Iteration 17Q (165794.650000 sec): 3 clusters
  Score: Raw -607214.425943 + Penalty 2886.145096 = -604328.280846
  nChanged 43
		SP:Iteration 18Q (165794.820000 sec): 3 clusters
  Score: Raw -607228.635316 + Penalty 2886.145096 = -604342.490219
  nChanged 34
		SP:Iteration 19Q (165795.030000 sec): 3 clusters
  Score: Raw -607240.355215 + Penalty 2886.145096 = -604354.210118
  nChanged 28
		SP:Iteration 20F (165795.200000 sec): 3 clusters
  Score: Raw -607249.225586 + Penalty 2886.145096 = -604363.080489
  nChanged 29
		SP:Iteration 21Q (165795.430000 sec): 3 clusters
  Score: Raw -607260.707999 + Penalty 2886.145096 = -604374.562903
  nChanged 28
		SP:Iteration 22Q (165795.630000 sec): 3 clusters
  Score: Raw -607269.659720 + Penalty 2886.145096 = -604383.514623
  nChanged 26
		SP:Iteration 23Q (165795.850000 sec): 3 clusters
  Score: Raw -607277.854477 + Penalty 2886.145096 = -604391.709381
  nChanged 24
		SP:Iteration 24Q (165796.010000 sec): 3 clusters
  Score: Raw -607285.771159 + Penalty 2886.145096 = -604399.626063
  nChanged 23
		SP:Iteration 25Q (165796.230000 sec): 3 clusters
  Score: Raw -607292.852919 + Penalty 2886.145096 = -604406.707822
  nChanged 23
		SP:Iteration 26Q (165796.440000 sec): 3 clusters
  Score: Raw -607300.817401 + Penalty 2886.145096 = -604414.672304
  nChanged 16
		SP:Iteration 27Q (165796.700000 sec): 3 clusters
  Score: Raw -607304.053986 + Penalty 2886.145096 = -604417.908889
  nChanged 8
		SP:Iteration 28Q (165796.930000 sec): 3 clusters
  Score: Raw -607306.625214 + Penalty 2886.145096 = -604420.480118
  nChanged 10
		SP:Iteration 29Q (165797.160000 sec): 3 clusters
  Score: Raw -607308.568629 + Penalty 2886.145096 = -604422.423532
  nChanged 7
		SP:Iteration 30Q (165797.370000 sec): 3 clusters
  Score: Raw -607310.258313 + Penalty 2886.145096 = -604424.113216
  nChanged 10
		SP:Iteration 31Q (165797.580000 sec): 3 clusters
  Score: Raw -607312.798802 + Penalty 2886.145096 = -604426.653705
  nChanged 7
		SP:Iteration 32Q (165797.770000 sec): 3 clusters
  Score: Raw -607314.033196 + Penalty 2886.145096 = -604427.888099
  nChanged 2
		SP:Iteration 33Q (165797.910000 sec): 3 clusters
  Score: Raw -607314.493969 + Penalty 2886.145096 = -604428.348872
  nChanged 1
		SP:Iteration 34Q (165798.160000 sec): 3 clusters
  Score: Raw -607314.732326 + Penalty 2886.145096 = -604428.587229
  nChanged 1
		SP:Iteration 35Q (165798.340000 sec): 3 clusters
  Score: Raw -607314.777587 + Penalty 2886.145096 = -604428.632491
  nChanged 0
		SP:Iteration 36F (165798.590000 sec): 3 clusters
  Score: Raw -607314.777587 + Penalty 2886.145096 = -604428.632491
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 67 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165798.670000 sec): 2 clusters
  Score: Raw -36397.415947 + Penalty 986.494881 = -35410.921066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165798.850000 sec): 3 clusters
  Score: Raw -36349.298296 + Penalty 1972.989762 = -34376.308534
  nChanged 92
		SP:Iteration 1F (165799.010000 sec): 3 clusters
  Score: Raw -36476.765033 + Penalty 1972.989762 = -34503.775271
  nChanged 24
		SP:Iteration 2F (165799.220000 sec): 3 clusters
  Score: Raw -36526.534801 + Penalty 1972.989762 = -34553.545039
  nChanged 12
		SP:Iteration 3Q (165799.400000 sec): 3 clusters
  Score: Raw -36556.688941 + Penalty 1972.989762 = -34583.699180
  nChanged 7
		SP:Iteration 4Q (165799.570000 sec): 3 clusters
  Score: Raw -36567.905978 + Penalty 1972.989762 = -34594.916217
  nChanged 2
		SP:Iteration 5Q (165799.790000 sec): 3 clusters
  Score: Raw -36570.123401 + Penalty 1972.989762 = -34597.133639
  nChanged 2
		SP:Iteration 6Q (165800.010000 sec): 3 clusters
  Score: Raw -36578.369337 + Penalty 1972.989762 = -34605.379575
  nChanged 4
		SP:Iteration 7Q (165800.190000 sec): 3 clusters
  Score: Raw -36594.176602 + Penalty 1972.989762 = -34621.186840
  nChanged 4
		SP:Iteration 8Q (165800.370000 sec): 3 clusters
  Score: Raw -36616.351180 + Penalty 1972.989762 = -34643.361419
  nChanged 8
		SP:Iteration 9Q (165800.510000 sec): 3 clusters
  Score: Raw -36647.070070 + Penalty 1972.989762 = -34674.080308
  nChanged 12
		SP:Iteration 10Q (165800.720000 sec): 3 clusters
  Score: Raw -36683.463854 + Penalty 1972.989762 = -34710.474092
  nChanged 8
		SP:Iteration 11Q (165800.930000 sec): 3 clusters
  Score: Raw -36721.943879 + Penalty 1972.989762 = -34748.954117
  nChanged 11
		SP:Iteration 12Q (165801.080000 sec): 3 clusters
  Score: Raw -36800.970058 + Penalty 1972.989762 = -34827.980296
  nChanged 13
		SP:Iteration 13Q (165801.250000 sec): 3 clusters
  Score: Raw -36921.828349 + Penalty 1972.989762 = -34948.838587
  nChanged 19
		SP:Iteration 14Q (165801.460000 sec): 3 clusters
  Score: Raw -37051.751297 + Penalty 1972.989762 = -35078.761536
  nChanged 28
		SP:Iteration 15F (165801.670000 sec): 3 clusters
  Score: Raw -37109.763910 + Penalty 1972.989762 = -35136.774148
  nChanged 17
		SP:Iteration 16Q (165801.850000 sec): 3 clusters
  Score: Raw -37152.237204 + Penalty 1972.989762 = -35179.247443
  nChanged 7
		SP:Iteration 17Q (165802.070000 sec): 3 clusters
  Score: Raw -37171.347295 + Penalty 1972.989762 = -35198.357533
  nChanged 4
		SP:Iteration 18Q (165802.270000 sec): 3 clusters
  Score: Raw -37180.651122 + Penalty 1972.989762 = -35207.661360
  nChanged 5
		SP:Iteration 19Q (165802.480000 sec): 3 clusters
  Score: Raw -37193.366464 + Penalty 1972.989762 = -35220.376703
  nChanged 2
		SP:Iteration 20F (165802.670000 sec): 3 clusters
  Score: Raw -37197.934064 + Penalty 1972.989762 = -35224.944302
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 68 (14484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165802.810000 sec): 2 clusters
  Score: Raw -1234306.053594 + Penalty 1556.879979 = -1232749.173615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165803.040000 sec): 3 clusters
  Score: Raw -1225804.698800 + Penalty 3113.759958 = -1222690.938842
  nChanged 6405
		SP:Iteration 1F (165803.300000 sec): 3 clusters
  Score: Raw -1229247.262055 + Penalty 3113.759958 = -1226133.502096
  nChanged 762
		SP:Iteration 2F (165803.510000 sec): 3 clusters
  Score: Raw -1229539.783132 + Penalty 3113.759958 = -1226426.023174
  nChanged 713
		SP:Iteration 3Q (165803.780000 sec): 3 clusters
  Score: Raw -1229812.152644 + Penalty 3113.759958 = -1226698.392686
  nChanged 646
		SP:Iteration 4Q (165804.050000 sec): 3 clusters
  Score: Raw -1230051.903865 + Penalty 3113.759958 = -1226938.143907
  nChanged 604
		SP:Iteration 5Q (165804.280000 sec): 3 clusters
  Score: Raw -1230313.540598 + Penalty 3113.759958 = -1227199.780640
  nChanged 588
		SP:Iteration 6Q (165804.520000 sec): 3 clusters
  Score: Raw -1230605.535707 + Penalty 3113.759958 = -1227491.775749
  nChanged 616
		SP:Iteration 7Q (165804.800000 sec): 3 clusters
  Score: Raw -1230943.061027 + Penalty 3113.759958 = -1227829.301069
  nChanged 681
		SP:Iteration 8Q (165805.050000 sec): 3 clusters
  Score: Raw -1231313.194083 + Penalty 3113.759958 = -1228199.434125
  nChanged 669
		SP:Iteration 9Q (165805.300000 sec): 3 clusters
  Score: Raw -1231692.216111 + Penalty 3113.759958 = -1228578.456153
  nChanged 691
		SP:Iteration 10Q (165805.530000 sec): 3 clusters
  Score: Raw -1232051.816278 + Penalty 3113.759958 = -1228938.056320
  nChanged 611
		SP:Iteration 11Q (165805.770000 sec): 3 clusters
  Score: Raw -1232354.790155 + Penalty 3113.759958 = -1229241.030197
  nChanged 497
		SP:Iteration 12Q (165805.970000 sec): 3 clusters
  Score: Raw -1232586.354860 + Penalty 3113.759958 = -1229472.594902
  nChanged 451
		SP:Iteration 13Q (165806.270000 sec): 3 clusters
  Score: Raw -1232770.369713 + Penalty 3113.759958 = -1229656.609755
  nChanged 376
		SP:Iteration 14Q (165806.540000 sec): 3 clusters
  Score: Raw -1232935.491918 + Penalty 3113.759958 = -1229821.731960
  nChanged 372
		SP:Iteration 15Q (165806.850000 sec): 3 clusters
  Score: Raw -1233111.154861 + Penalty 3113.759958 = -1229997.394903
  nChanged 307
		SP:Iteration 16Q (165807.090000 sec): 3 clusters
  Score: Raw -1233241.138333 + Penalty 3113.759958 = -1230127.378375
  nChanged 292
		SP:Iteration 17Q (165807.320000 sec): 3 clusters
  Score: Raw -1233363.196004 + Penalty 3113.759958 = -1230249.436046
  nChanged 292
		SP:Iteration 18Q (165807.570000 sec): 3 clusters
  Score: Raw -1233482.644690 + Penalty 3113.759958 = -1230368.884732
  nChanged 255
		SP:Iteration 19Q (165807.790000 sec): 3 clusters
  Score: Raw -1233575.188883 + Penalty 3113.759958 = -1230461.428925
  nChanged 224
		SP:Iteration 20F (165808.080000 sec): 3 clusters
  Score: Raw -1233657.163546 + Penalty 3113.759958 = -1230543.403588
  nChanged 201
		SP:Iteration 21Q (165808.340000 sec): 3 clusters
  Score: Raw -1233720.415238 + Penalty 3113.759958 = -1230606.655280
  nChanged 170
		SP:Iteration 22Q (165808.590000 sec): 3 clusters
  Score: Raw -1233775.482413 + Penalty 3113.759958 = -1230661.722455
  nChanged 170
		SP:Iteration 23Q (165808.860000 sec): 3 clusters
  Score: Raw -1233838.640126 + Penalty 3113.759958 = -1230724.880168
  nChanged 161
		SP:Iteration 24Q (165809.090000 sec): 3 clusters
  Score: Raw -1233903.337416 + Penalty 3113.759958 = -1230789.577458
  nChanged 189
		SP:Iteration 25Q (165809.350000 sec): 3 clusters
  Score: Raw -1233977.095924 + Penalty 3113.759958 = -1230863.335966
  nChanged 184
		SP:Iteration 26Q (165809.560000 sec): 3 clusters
  Score: Raw -1234038.323019 + Penalty 3113.759958 = -1230924.563061
  nChanged 163
		SP:Iteration 27Q (165809.800000 sec): 3 clusters
  Score: Raw -1234092.475505 + Penalty 3113.759958 = -1230978.715547
  nChanged 149
		SP:Iteration 28Q (165810.090000 sec): 3 clusters
  Score: Raw -1234138.459747 + Penalty 3113.759958 = -1231024.699789
  nChanged 125
		SP:Iteration 29Q (165810.320000 sec): 3 clusters
  Score: Raw -1234179.478354 + Penalty 3113.759958 = -1231065.718396
  nChanged 131
		SP:Iteration 30Q (165810.540000 sec): 3 clusters
  Score: Raw -1234222.914611 + Penalty 3113.759958 = -1231109.154653
  nChanged 138
		SP:Iteration 31Q (165810.790000 sec): 3 clusters
  Score: Raw -1234275.907619 + Penalty 3113.759958 = -1231162.147661
  nChanged 141
		SP:Iteration 32Q (165811.100000 sec): 3 clusters
  Score: Raw -1234335.231753 + Penalty 3113.759958 = -1231221.471795
  nChanged 139
		SP:Iteration 33Q (165811.330000 sec): 3 clusters
  Score: Raw -1234396.858705 + Penalty 3113.759958 = -1231283.098747
  nChanged 148
		SP:Iteration 34Q (165811.550000 sec): 3 clusters
  Score: Raw -1234461.344418 + Penalty 3113.759958 = -1231347.584460
  nChanged 140
		SP:Iteration 35Q (165811.780000 sec): 3 clusters
  Score: Raw -1234506.402367 + Penalty 3113.759958 = -1231392.642409
  nChanged 113
		SP:Iteration 36Q (165812.030000 sec): 3 clusters
  Score: Raw -1234540.316631 + Penalty 3113.759958 = -1231426.556673
  nChanged 97
		SP:Iteration 37Q (165812.270000 sec): 3 clusters
  Score: Raw -1234569.594794 + Penalty 3113.759958 = -1231455.834836
  nChanged 100
		SP:Iteration 38Q (165812.510000 sec): 3 clusters
  Score: Raw -1234605.281166 + Penalty 3113.759958 = -1231491.521208
  nChanged 101
		SP:Iteration 39Q (165812.780000 sec): 3 clusters
  Score: Raw -1234643.290553 + Penalty 3113.759958 = -1231529.530595
  nChanged 91
		SP:Iteration 40F (165813.040000 sec): 3 clusters
  Score: Raw -1234669.054116 + Penalty 3113.759958 = -1231555.294158
  nChanged 66
		SP:Iteration 41Q (165813.270000 sec): 3 clusters
  Score: Raw -1234682.954080 + Penalty 3113.759958 = -1231569.194122
  nChanged 62
		SP:Iteration 42Q (165813.540000 sec): 3 clusters
  Score: Raw -1234694.764388 + Penalty 3113.759958 = -1231581.004430
  nChanged 49
		SP:Iteration 43Q (165813.790000 sec): 3 clusters
  Score: Raw -1234702.871669 + Penalty 3113.759958 = -1231589.111711
  nChanged 51
		SP:Iteration 44Q (165814.060000 sec): 3 clusters
  Score: Raw -1234711.588840 + Penalty 3113.759958 = -1231597.828882
  nChanged 44
		SP:Iteration 45Q (165814.270000 sec): 3 clusters
  Score: Raw -1234717.913973 + Penalty 3113.759958 = -1231604.154015
  nChanged 40
		SP:Iteration 46Q (165814.540000 sec): 3 clusters
  Score: Raw -1234722.690840 + Penalty 3113.759958 = -1231608.930881
  nChanged 27
		SP:Iteration 47Q (165814.820000 sec): 3 clusters
  Score: Raw -1234726.078234 + Penalty 3113.759958 = -1231612.318276
  nChanged 22
		SP:Iteration 48Q (165815.060000 sec): 3 clusters
  Score: Raw -1234728.440858 + Penalty 3113.759958 = -1231614.680900
  nChanged 20
		SP:Iteration 49Q (165815.300000 sec): 3 clusters
  Score: Raw -1234729.949408 + Penalty 3113.759958 = -1231616.189450
  nChanged 7
		SP:Iteration 50Q (165815.530000 sec): 3 clusters
  Score: Raw -1234730.375517 + Penalty 3113.759958 = -1231616.615559
  nChanged 4
		SP:Iteration 51Q (165815.790000 sec): 3 clusters
  Score: Raw -1234730.779167 + Penalty 3113.759958 = -1231617.019209
  nChanged 5
		SP:Iteration 52Q (165816.080000 sec): 3 clusters
  Score: Raw -1234731.106669 + Penalty 3113.759958 = -1231617.346711
  nChanged 5
		SP:Iteration 53Q (165816.280000 sec): 3 clusters
  Score: Raw -1234731.439885 + Penalty 3113.759958 = -1231617.679927
  nChanged 6
		SP:Iteration 54Q (165816.540000 sec): 3 clusters
  Score: Raw -1234731.862980 + Penalty 3113.759958 = -1231618.103022
  nChanged 8
		SP:Iteration 55Q (165816.780000 sec): 3 clusters
  Score: Raw -1234732.584537 + Penalty 3113.759958 = -1231618.824579
  nChanged 7
		SP:Iteration 56Q (165816.970000 sec): 3 clusters
  Score: Raw -1234733.364993 + Penalty 3113.759958 = -1231619.605035
  nChanged 10
		SP:Iteration 57Q (165817.200000 sec): 3 clusters
  Score: Raw -1234734.465168 + Penalty 3113.759958 = -1231620.705210
  nChanged 9
		SP:Iteration 58Q (165817.490000 sec): 3 clusters
  Score: Raw -1234735.481730 + Penalty 3113.759958 = -1231621.721772
  nChanged 10
		SP:Iteration 59Q (165817.710000 sec): 3 clusters
  Score: Raw -1234736.353024 + Penalty 3113.759958 = -1231622.593066
  nChanged 7
		SP:Iteration 60F (165817.980000 sec): 3 clusters
  Score: Raw -1234736.902234 + Penalty 3113.759958 = -1231623.142276
  nChanged 9
		SP:Iteration 61Q (165818.160000 sec): 3 clusters
  Score: Raw -1234737.477459 + Penalty 3113.759958 = -1231623.717501
  nChanged 8
		SP:Iteration 62Q (165818.420000 sec): 3 clusters
  Score: Raw -1234738.368581 + Penalty 3113.759958 = -1231624.608623
  nChanged 6
		SP:Iteration 63Q (165818.650000 sec): 3 clusters
  Score: Raw -1234739.040971 + Penalty 3113.759958 = -1231625.281013
  nChanged 8
		SP:Iteration 64Q (165818.900000 sec): 3 clusters
  Score: Raw -1234740.061363 + Penalty 3113.759958 = -1231626.301405
  nChanged 7
		SP:Iteration 65Q (165819.130000 sec): 3 clusters
  Score: Raw -1234740.719989 + Penalty 3113.759958 = -1231626.960031
  nChanged 9
		SP:Iteration 66Q (165819.410000 sec): 3 clusters
  Score: Raw -1234742.158021 + Penalty 3113.759958 = -1231628.398063
  nChanged 8
		SP:Iteration 67Q (165819.680000 sec): 3 clusters
  Score: Raw -1234743.008881 + Penalty 3113.759958 = -1231629.248923
  nChanged 9
		SP:Iteration 68Q (165819.980000 sec): 3 clusters
  Score: Raw -1234743.786545 + Penalty 3113.759958 = -1231630.026587
  nChanged 4
		SP:Iteration 69Q (165820.200000 sec): 3 clusters
  Score: Raw -1234744.290343 + Penalty 3113.759958 = -1231630.530385
  nChanged 5
		SP:Iteration 70Q (165820.470000 sec): 3 clusters
  Score: Raw -1234744.624697 + Penalty 3113.759958 = -1231630.864739
  nChanged 6
		SP:Iteration 71Q (165820.720000 sec): 3 clusters
  Score: Raw -1234745.131307 + Penalty 3113.759958 = -1231631.371349
  nChanged 7
		SP:Iteration 72Q (165820.960000 sec): 3 clusters
  Score: Raw -1234745.476327 + Penalty 3113.759958 = -1231631.716369
  nChanged 2
		SP:Iteration 73Q (165821.240000 sec): 3 clusters
  Score: Raw -1234745.576685 + Penalty 3113.759958 = -1231631.816727
  nChanged 2
		SP:Iteration 74Q (165821.510000 sec): 3 clusters
  Score: Raw -1234745.730010 + Penalty 3113.759958 = -1231631.970052
  nChanged 1
		SP:Iteration 75Q (165821.780000 sec): 3 clusters
  Score: Raw -1234745.762940 + Penalty 3113.759958 = -1231632.002982
  nChanged 0
		SP:Iteration 76F (165822.090000 sec): 3 clusters
  Score: Raw -1234745.762940 + Penalty 3113.759958 = -1231632.002982
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 69 (520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165822.150000 sec): 2 clusters
  Score: Raw -45139.679809 + Penalty 1016.247182 = -44123.432627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165822.360000 sec): 3 clusters
  Score: Raw -45073.111938 + Penalty 2032.494364 = -43040.617574
  nChanged 116
		SP:Iteration 1F (165822.570000 sec): 3 clusters
  Score: Raw -45256.459996 + Penalty 2032.494364 = -43223.965632
  nChanged 38
		SP:Iteration 2F (165822.800000 sec): 3 clusters
  Score: Raw -45335.748350 + Penalty 2032.494364 = -43303.253986
  nChanged 23
		SP:Iteration 3Q (165822.970000 sec): 3 clusters
  Score: Raw -45376.618895 + Penalty 2032.494364 = -43344.124531
  nChanged 17
		SP:Iteration 4Q (165823.180000 sec): 3 clusters
  Score: Raw -45427.152542 + Penalty 2032.494364 = -43394.658178
  nChanged 15
		SP:Iteration 5Q (165823.360000 sec): 3 clusters
  Score: Raw -45451.809750 + Penalty 2032.494364 = -43419.315386
  nChanged 6
		SP:Iteration 6Q (165823.580000 sec): 3 clusters
  Score: Raw -45473.944213 + Penalty 2032.494364 = -43441.449849
  nChanged 8
		SP:Iteration 7Q (165823.810000 sec): 3 clusters
  Score: Raw -45486.638026 + Penalty 2032.494364 = -43454.143662
  nChanged 3
		SP:Iteration 8Q (165824.020000 sec): 3 clusters
  Score: Raw -45492.320783 + Penalty 2032.494364 = -43459.826419
  nChanged 4
		SP:Iteration 9Q (165824.160000 sec): 3 clusters
  Score: Raw -45501.352645 + Penalty 2032.494364 = -43468.858281
  nChanged 3
		SP:Iteration 10Q (165824.420000 sec): 3 clusters
  Score: Raw -45508.536870 + Penalty 2032.494364 = -43476.042506
  nChanged 2
		SP:Iteration 11Q (165824.620000 sec): 3 clusters
  Score: Raw -45510.081157 + Penalty 2032.494364 = -43477.586793
  nChanged 1
		SP:Iteration 12Q (165824.800000 sec): 3 clusters
  Score: Raw -45511.842337 + Penalty 2032.494364 = -43479.347973
  nChanged 1
		SP:Iteration 13Q (165824.980000 sec): 3 clusters
  Score: Raw -45513.919817 + Penalty 2032.494364 = -43481.425453
  nChanged 0
		SP:Iteration 14F (165825.180000 sec): 3 clusters
  Score: Raw -45513.919817 + Penalty 2032.494364 = -43481.425453
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 70 (1981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165825.280000 sec): 2 clusters
  Score: Raw -161016.739295 + Penalty 1233.595520 = -159783.143774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165825.500000 sec): 3 clusters
  Score: Raw -160143.327556 + Penalty 2467.191040 = -157676.136515
  nChanged 682
		SP:Iteration 1F (165825.650000 sec): 3 clusters
  Score: Raw -160571.300572 + Penalty 2467.191040 = -158104.109532
  nChanged 147
		SP:Iteration 2F (165825.820000 sec): 3 clusters
  Score: Raw -160670.537692 + Penalty 2467.191040 = -158203.346652
  nChanged 92
		SP:Iteration 3Q (165826.020000 sec): 3 clusters
  Score: Raw -160718.569125 + Penalty 2467.191040 = -158251.378085
  nChanged 61
		SP:Iteration 4Q (165826.230000 sec): 3 clusters
  Score: Raw -160760.839178 + Penalty 2467.191040 = -158293.648138
  nChanged 49
		SP:Iteration 5Q (165826.430000 sec): 3 clusters
  Score: Raw -160804.736590 + Penalty 2467.191040 = -158337.545550
  nChanged 46
		SP:Iteration 6Q (165826.610000 sec): 3 clusters
  Score: Raw -160839.675155 + Penalty 2467.191040 = -158372.484115
  nChanged 41
		SP:Iteration 7Q (165826.780000 sec): 3 clusters
  Score: Raw -160864.408431 + Penalty 2467.191040 = -158397.217391
  nChanged 36
		SP:Iteration 8Q (165826.990000 sec): 3 clusters
  Score: Raw -160887.921943 + Penalty 2467.191040 = -158420.730903
  nChanged 29
		SP:Iteration 9Q (165827.150000 sec): 3 clusters
  Score: Raw -160904.541669 + Penalty 2467.191040 = -158437.350629
  nChanged 24
		SP:Iteration 10Q (165827.330000 sec): 3 clusters
  Score: Raw -160916.750158 + Penalty 2467.191040 = -158449.559118
  nChanged 27
		SP:Iteration 11Q (165827.500000 sec): 3 clusters
  Score: Raw -160929.255293 + Penalty 2467.191040 = -158462.064253
  nChanged 20
		SP:Iteration 12Q (165827.700000 sec): 3 clusters
  Score: Raw -160943.236139 + Penalty 2467.191040 = -158476.045098
  nChanged 21
		SP:Iteration 13Q (165827.870000 sec): 3 clusters
  Score: Raw -160959.495605 + Penalty 2467.191040 = -158492.304565
  nChanged 28
		SP:Iteration 14Q (165828.060000 sec): 3 clusters
  Score: Raw -160974.163111 + Penalty 2467.191040 = -158506.972071
  nChanged 25
		SP:Iteration 15Q (165828.300000 sec): 3 clusters
  Score: Raw -160986.612837 + Penalty 2467.191040 = -158519.421797
  nChanged 17
		SP:Iteration 16Q (165828.500000 sec): 3 clusters
  Score: Raw -160994.068636 + Penalty 2467.191040 = -158526.877595
  nChanged 13
		SP:Iteration 17Q (165828.680000 sec): 3 clusters
  Score: Raw -161001.347143 + Penalty 2467.191040 = -158534.156103
  nChanged 14
		SP:Iteration 18Q (165828.860000 sec): 3 clusters
  Score: Raw -161007.024826 + Penalty 2467.191040 = -158539.833786
  nChanged 14
		SP:Iteration 19Q (165829.050000 sec): 3 clusters
  Score: Raw -161013.601858 + Penalty 2467.191040 = -158546.410818
  nChanged 10
		SP:Iteration 20F (165829.230000 sec): 3 clusters
  Score: Raw -161016.895130 + Penalty 2467.191040 = -158549.704090
  nChanged 8
		SP:Iteration 21Q (165829.410000 sec): 3 clusters
  Score: Raw -161021.306504 + Penalty 2467.191040 = -158554.115464
  nChanged 8
		SP:Iteration 22Q (165829.560000 sec): 3 clusters
  Score: Raw -161023.754264 + Penalty 2467.191040 = -158556.563223
  nChanged 7
		SP:Iteration 23Q (165829.760000 sec): 3 clusters
  Score: Raw -161027.062884 + Penalty 2467.191040 = -158559.871844
  nChanged 5
		SP:Iteration 24Q (165829.920000 sec): 3 clusters
  Score: Raw -161028.750787 + Penalty 2467.191040 = -158561.559747
  nChanged 4
		SP:Iteration 25Q (165830.060000 sec): 3 clusters
  Score: Raw -161030.434493 + Penalty 2467.191040 = -158563.243453
  nChanged 2
		SP:Iteration 26Q (165830.180000 sec): 3 clusters
  Score: Raw -161031.102526 + Penalty 2467.191040 = -158563.911486
  nChanged 2
		SP:Iteration 27Q (165830.370000 sec): 3 clusters
  Score: Raw -161031.829123 + Penalty 2467.191040 = -158564.638083
  nChanged 2
		SP:Iteration 28Q (165830.550000 sec): 3 clusters
  Score: Raw -161032.336681 + Penalty 2467.191040 = -158565.145641
  nChanged 3
		SP:Iteration 29Q (165830.740000 sec): 3 clusters
  Score: Raw -161033.148757 + Penalty 2467.191040 = -158565.957717
  nChanged 3
		SP:Iteration 30Q (165830.880000 sec): 3 clusters
  Score: Raw -161034.640952 + Penalty 2467.191040 = -158567.449912
  nChanged 6
		SP:Iteration 31Q (165831.050000 sec): 3 clusters
  Score: Raw -161037.012274 + Penalty 2467.191040 = -158569.821233
  nChanged 4
		SP:Iteration 32Q (165831.160000 sec): 3 clusters
  Score: Raw -161038.641656 + Penalty 2467.191040 = -158571.450616
  nChanged 4
		SP:Iteration 33Q (165831.290000 sec): 3 clusters
  Score: Raw -161040.318078 + Penalty 2467.191040 = -158573.127037
  nChanged 4
		SP:Iteration 34Q (165831.480000 sec): 3 clusters
  Score: Raw -161041.951925 + Penalty 2467.191040 = -158574.760885
  nChanged 3
		SP:Iteration 35Q (165831.640000 sec): 3 clusters
  Score: Raw -161043.432582 + Penalty 2467.191040 = -158576.241542
  nChanged 4
		SP:Iteration 36Q (165831.830000 sec): 3 clusters
  Score: Raw -161046.325410 + Penalty 2467.191040 = -158579.134369
  nChanged 7
		SP:Iteration 37Q (165831.970000 sec): 3 clusters
  Score: Raw -161048.717799 + Penalty 2467.191040 = -158581.526759
  nChanged 4
		SP:Iteration 38Q (165832.150000 sec): 3 clusters
  Score: Raw -161050.210069 + Penalty 2467.191040 = -158583.019029
  nChanged 5
		SP:Iteration 39Q (165832.310000 sec): 3 clusters
  Score: Raw -161052.840282 + Penalty 2467.191040 = -158585.649242
  nChanged 10
		SP:Iteration 40F (165832.460000 sec): 3 clusters
  Score: Raw -161058.437445 + Penalty 2467.191040 = -158591.246405
  nChanged 8
		SP:Iteration 41Q (165832.580000 sec): 3 clusters
  Score: Raw -161061.897625 + Penalty 2467.191040 = -158594.706585
  nChanged 9
		SP:Iteration 42Q (165832.780000 sec): 3 clusters
  Score: Raw -161066.625356 + Penalty 2467.191040 = -158599.434316
  nChanged 5
		SP:Iteration 43Q (165832.900000 sec): 3 clusters
  Score: Raw -161068.684852 + Penalty 2467.191040 = -158601.493811
  nChanged 2
		SP:Iteration 44Q (165833.040000 sec): 3 clusters
  Score: Raw -161069.469682 + Penalty 2467.191040 = -158602.278642
  nChanged 2
		SP:Iteration 45Q (165833.200000 sec): 3 clusters
  Score: Raw -161070.606001 + Penalty 2467.191040 = -158603.414961
  nChanged 7
		SP:Iteration 46Q (165833.350000 sec): 3 clusters
  Score: Raw -161073.681080 + Penalty 2467.191040 = -158606.490040
  nChanged 5
		SP:Iteration 47Q (165833.540000 sec): 3 clusters
  Score: Raw -161075.100183 + Penalty 2467.191040 = -158607.909143
  nChanged 6
		SP:Iteration 48Q (165833.650000 sec): 3 clusters
  Score: Raw -161078.050800 + Penalty 2467.191040 = -158610.859760
  nChanged 5
		SP:Iteration 49Q (165833.820000 sec): 3 clusters
  Score: Raw -161079.690787 + Penalty 2467.191040 = -158612.499747
  nChanged 3
		SP:Iteration 50Q (165833.970000 sec): 3 clusters
  Score: Raw -161081.036163 + Penalty 2467.191040 = -158613.845123
  nChanged 5
		SP:Iteration 51Q (165834.130000 sec): 3 clusters
  Score: Raw -161083.107750 + Penalty 2467.191040 = -158615.916710
  nChanged 6
		SP:Iteration 52Q (165834.340000 sec): 3 clusters
  Score: Raw -161085.312856 + Penalty 2467.191040 = -158618.121815
  nChanged 3
		SP:Iteration 53Q (165834.490000 sec): 3 clusters
  Score: Raw -161086.861098 + Penalty 2467.191040 = -158619.670058
  nChanged 2
		SP:Iteration 54Q (165834.620000 sec): 3 clusters
  Score: Raw -161087.187062 + Penalty 2467.191040 = -158619.996022
  nChanged 5
		SP:Iteration 55Q (165834.800000 sec): 3 clusters
  Score: Raw -161090.026709 + Penalty 2467.191040 = -158622.835669
  nChanged 5
		SP:Iteration 56Q (165834.930000 sec): 3 clusters
  Score: Raw -161092.598822 + Penalty 2467.191040 = -158625.407782
  nChanged 5
		SP:Iteration 57Q (165835.100000 sec): 3 clusters
  Score: Raw -161094.255940 + Penalty 2467.191040 = -158627.064900
  nChanged 4
		SP:Iteration 58Q (165835.290000 sec): 3 clusters
  Score: Raw -161095.764439 + Penalty 2467.191040 = -158628.573399
  nChanged 2
		SP:Iteration 59Q (165835.440000 sec): 3 clusters
  Score: Raw -161096.348706 + Penalty 2467.191040 = -158629.157666
  nChanged 2
		SP:Iteration 60F (165835.590000 sec): 3 clusters
  Score: Raw -161097.200630 + Penalty 2467.191040 = -158630.009590
  nChanged 2
		SP:Iteration 61Q (165835.740000 sec): 3 clusters
  Score: Raw -161097.913418 + Penalty 2467.191040 = -158630.722378
  nChanged 2
		SP:Iteration 62Q (165835.970000 sec): 3 clusters
  Score: Raw -161098.631801 + Penalty 2467.191040 = -158631.440761
  nChanged 2
		SP:Iteration 63Q (165836.140000 sec): 3 clusters
  Score: Raw -161099.521301 + Penalty 2467.191040 = -158632.330261
  nChanged 1
		SP:Iteration 64Q (165836.330000 sec): 3 clusters
  Score: Raw -161099.697328 + Penalty 2467.191040 = -158632.506288
  nChanged 0
		SP:Iteration 65F (165836.570000 sec): 3 clusters
  Score: Raw -161099.697328 + Penalty 2467.191040 = -158632.506288
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 71 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165836.710000 sec): 2 clusters
  Score: Raw -36282.560112 + Penalty 977.625538 = -35304.934573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165836.870000 sec): 3 clusters
  Score: Raw -36247.795450 + Penalty 1955.251077 = -34292.544373
  nChanged 83
		SP:Iteration 1F (165837.140000 sec): 3 clusters
  Score: Raw -36380.269327 + Penalty 1955.251077 = -34425.018250
  nChanged 18
		SP:Iteration 2Q (165837.320000 sec): 3 clusters
  Score: Raw -36412.937725 + Penalty 1955.251077 = -34457.686649
  nChanged 9
		SP:Iteration 3Q (165837.470000 sec): 3 clusters
  Score: Raw -36429.969928 + Penalty 1955.251077 = -34474.718851
  nChanged 5
		SP:Iteration 4Q (165837.670000 sec): 3 clusters
  Score: Raw -36437.155410 + Penalty 1955.251077 = -34481.904333
  nChanged 3
		SP:Iteration 5Q (165837.830000 sec): 3 clusters
  Score: Raw -36440.512545 + Penalty 1955.251077 = -34485.261468
  nChanged 1
		SP:Iteration 6Q (165838.010000 sec): 3 clusters
  Score: Raw -36445.202887 + Penalty 1955.251077 = -34489.951811
  nChanged 2
		SP:Iteration 7Q (165838.140000 sec): 3 clusters
  Score: Raw -36448.102100 + Penalty 1955.251077 = -34492.851023
  nChanged 0
		SP:Iteration 8F (165838.330000 sec): 3 clusters
  Score: Raw -36448.102100 + Penalty 1955.251077 = -34492.851023
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 72 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165838.430000 sec): 2 clusters
  Score: Raw -22670.541171 + Penalty 899.175792 = -21771.365379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165838.620000 sec): 3 clusters
  Score: Raw -22741.365440 + Penalty 1798.351584 = -20943.013857
  nChanged 26
		SP:Iteration 1F (165838.760000 sec): 3 clusters
  Score: Raw -22793.824128 + Penalty 1798.351584 = -20995.472544
  nChanged 5
		SP:Iteration 2Q (165839.010000 sec): 3 clusters
  Score: Raw -22810.110929 + Penalty 1798.351584 = -21011.759346
  nChanged 5
		SP:Iteration 3Q (165839.170000 sec): 3 clusters
  Score: Raw -22824.759608 + Penalty 1798.351584 = -21026.408024
  nChanged 2
		SP:Iteration 4Q (165839.370000 sec): 3 clusters
  Score: Raw -22831.733364 + Penalty 1798.351584 = -21033.381780
  nChanged 0
		SP:Iteration 5F (165839.550000 sec): 3 clusters
  Score: Raw -22831.733364 + Penalty 1798.351584 = -21033.381780
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 73 (8141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165839.680000 sec): 2 clusters
  Score: Raw -655070.094549 + Penalty 1463.258599 = -653606.835950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165839.930000 sec): 3 clusters
  Score: Raw -650617.116738 + Penalty 2926.517198 = -647690.599540
  nChanged 3440
		SP:Iteration 1F (165840.150000 sec): 3 clusters
  Score: Raw -652575.046593 + Penalty 2926.517198 = -649648.529395
  nChanged 608
		SP:Iteration 2F (165840.320000 sec): 3 clusters
  Score: Raw -652943.001549 + Penalty 2926.517198 = -650016.484351
  nChanged 542
		SP:Iteration 3F (165840.570000 sec): 3 clusters
  Score: Raw -653306.725279 + Penalty 2926.517198 = -650380.208081
  nChanged 489
		SP:Iteration 4F (165840.810000 sec): 3 clusters
  Score: Raw -653631.014697 + Penalty 2926.517198 = -650704.497499
  nChanged 418
		SP:Iteration 5F (165840.990000 sec): 3 clusters
  Score: Raw -653881.341694 + Penalty 2926.517198 = -650954.824496
  nChanged 376
		SP:Iteration 6Q (165841.170000 sec): 3 clusters
  Score: Raw -654118.907974 + Penalty 2926.517198 = -651192.390776
  nChanged 347
		SP:Iteration 7Q (165841.370000 sec): 3 clusters
  Score: Raw -654327.403029 + Penalty 2926.517198 = -651400.885831
  nChanged 296
		SP:Iteration 8Q (165841.520000 sec): 3 clusters
  Score: Raw -654495.803592 + Penalty 2926.517198 = -651569.286394
  nChanged 265
		SP:Iteration 9Q (165841.800000 sec): 3 clusters
  Score: Raw -654639.013011 + Penalty 2926.517198 = -651712.495813
  nChanged 214
		SP:Iteration 10Q (165842.000000 sec): 3 clusters
  Score: Raw -654761.773575 + Penalty 2926.517198 = -651835.256377
  nChanged 188
		SP:Iteration 11Q (165842.210000 sec): 3 clusters
  Score: Raw -654880.902472 + Penalty 2926.517198 = -651954.385274
  nChanged 174
		SP:Iteration 12Q (165842.380000 sec): 3 clusters
  Score: Raw -654989.065360 + Penalty 2926.517198 = -652062.548162
  nChanged 153
		SP:Iteration 13Q (165842.550000 sec): 3 clusters
  Score: Raw -655072.954169 + Penalty 2926.517198 = -652146.436971
  nChanged 132
		SP:Iteration 14Q (165842.790000 sec): 3 clusters
  Score: Raw -655125.894102 + Penalty 2926.517198 = -652199.376904
  nChanged 100
		SP:Iteration 15Q (165843.010000 sec): 3 clusters
  Score: Raw -655162.041493 + Penalty 2926.517198 = -652235.524295
  nChanged 91
		SP:Iteration 16Q (165843.230000 sec): 3 clusters
  Score: Raw -655190.567816 + Penalty 2926.517198 = -652264.050618
  nChanged 73
		SP:Iteration 17Q (165843.450000 sec): 3 clusters
  Score: Raw -655213.703630 + Penalty 2926.517198 = -652287.186432
  nChanged 58
		SP:Iteration 18Q (165843.630000 sec): 3 clusters
  Score: Raw -655233.281382 + Penalty 2926.517198 = -652306.764184
  nChanged 60
		SP:Iteration 19Q (165843.840000 sec): 3 clusters
  Score: Raw -655248.937040 + Penalty 2926.517198 = -652322.419842
  nChanged 53
		SP:Iteration 20F (165844.130000 sec): 3 clusters
  Score: Raw -655264.351018 + Penalty 2926.517198 = -652337.833820
  nChanged 52
		SP:Iteration 21Q (165844.340000 sec): 3 clusters
  Score: Raw -655280.505112 + Penalty 2926.517198 = -652353.987914
  nChanged 44
		SP:Iteration 22Q (165844.590000 sec): 3 clusters
  Score: Raw -655291.704828 + Penalty 2926.517198 = -652365.187630
  nChanged 39
		SP:Iteration 23Q (165844.810000 sec): 3 clusters
  Score: Raw -655301.207793 + Penalty 2926.517198 = -652374.690595
  nChanged 33
		SP:Iteration 24Q (165845.050000 sec): 3 clusters
  Score: Raw -655310.210044 + Penalty 2926.517198 = -652383.692846
  nChanged 27
		SP:Iteration 25Q (165845.320000 sec): 3 clusters
  Score: Raw -655317.632283 + Penalty 2926.517198 = -652391.115085
  nChanged 28
		SP:Iteration 26Q (165845.540000 sec): 3 clusters
  Score: Raw -655324.191375 + Penalty 2926.517198 = -652397.674177
  nChanged 24
		SP:Iteration 27Q (165845.740000 sec): 3 clusters
  Score: Raw -655330.579873 + Penalty 2926.517198 = -652404.062675
  nChanged 27
		SP:Iteration 28Q (165845.910000 sec): 3 clusters
  Score: Raw -655339.837525 + Penalty 2926.517198 = -652413.320327
  nChanged 37
		SP:Iteration 29Q (165846.160000 sec): 3 clusters
  Score: Raw -655350.918005 + Penalty 2926.517198 = -652424.400807
  nChanged 34
		SP:Iteration 30Q (165846.320000 sec): 3 clusters
  Score: Raw -655359.142811 + Penalty 2926.517198 = -652432.625612
  nChanged 28
		SP:Iteration 31Q (165846.520000 sec): 3 clusters
  Score: Raw -655367.062177 + Penalty 2926.517198 = -652440.544979
  nChanged 32
		SP:Iteration 32Q (165846.690000 sec): 3 clusters
  Score: Raw -655375.002179 + Penalty 2926.517198 = -652448.484981
  nChanged 33
		SP:Iteration 33Q (165846.890000 sec): 3 clusters
  Score: Raw -655383.868605 + Penalty 2926.517198 = -652457.351407
  nChanged 20
		SP:Iteration 34Q (165847.120000 sec): 3 clusters
  Score: Raw -655389.379434 + Penalty 2926.517198 = -652462.862236
  nChanged 19
		SP:Iteration 35Q (165847.410000 sec): 3 clusters
  Score: Raw -655394.303479 + Penalty 2926.517198 = -652467.786281
  nChanged 20
		SP:Iteration 36Q (165847.620000 sec): 3 clusters
  Score: Raw -655401.210134 + Penalty 2926.517198 = -652474.692936
  nChanged 26
		SP:Iteration 37Q (165847.860000 sec): 3 clusters
  Score: Raw -655408.444553 + Penalty 2926.517198 = -652481.927355
  nChanged 23
		SP:Iteration 38Q (165848.080000 sec): 3 clusters
  Score: Raw -655414.644328 + Penalty 2926.517198 = -652488.127130
  nChanged 22
		SP:Iteration 39Q (165848.280000 sec): 3 clusters
  Score: Raw -655421.729558 + Penalty 2926.517198 = -652495.212360
  nChanged 23
		SP:Iteration 40F (165848.520000 sec): 3 clusters
  Score: Raw -655427.576839 + Penalty 2926.517198 = -652501.059641
  nChanged 23
		SP:Iteration 41Q (165848.750000 sec): 3 clusters
  Score: Raw -655432.764695 + Penalty 2926.517198 = -652506.247497
  nChanged 28
		SP:Iteration 42Q (165848.940000 sec): 3 clusters
  Score: Raw -655441.259273 + Penalty 2926.517198 = -652514.742075
  nChanged 29
		SP:Iteration 43Q (165849.160000 sec): 3 clusters
  Score: Raw -655448.777568 + Penalty 2926.517198 = -652522.260370
  nChanged 25
		SP:Iteration 44Q (165849.370000 sec): 3 clusters
  Score: Raw -655455.450010 + Penalty 2926.517198 = -652528.932812
  nChanged 25
		SP:Iteration 45Q (165849.590000 sec): 3 clusters
  Score: Raw -655464.216620 + Penalty 2926.517198 = -652537.699422
  nChanged 23
		SP:Iteration 46Q (165849.800000 sec): 3 clusters
  Score: Raw -655471.100928 + Penalty 2926.517198 = -652544.583730
  nChanged 20
		SP:Iteration 47Q (165850.050000 sec): 3 clusters
  Score: Raw -655476.306382 + Penalty 2926.517198 = -652549.789184
  nChanged 19
		SP:Iteration 48Q (165850.250000 sec): 3 clusters
  Score: Raw -655482.044167 + Penalty 2926.517198 = -652555.526969
  nChanged 20
		SP:Iteration 49Q (165850.480000 sec): 3 clusters
  Score: Raw -655486.572621 + Penalty 2926.517198 = -652560.055423
  nChanged 18
		SP:Iteration 50Q (165850.680000 sec): 3 clusters
  Score: Raw -655490.507102 + Penalty 2926.517198 = -652563.989904
  nChanged 17
		SP:Iteration 51Q (165850.880000 sec): 3 clusters
  Score: Raw -655493.771720 + Penalty 2926.517198 = -652567.254522
  nChanged 10
		SP:Iteration 52Q (165851.070000 sec): 3 clusters
  Score: Raw -655496.078300 + Penalty 2926.517198 = -652569.561102
  nChanged 10
		SP:Iteration 53Q (165851.320000 sec): 3 clusters
  Score: Raw -655497.789747 + Penalty 2926.517198 = -652571.272549
  nChanged 8
		SP:Iteration 54Q (165851.530000 sec): 3 clusters
  Score: Raw -655499.133275 + Penalty 2926.517198 = -652572.616077
  nChanged 9
		SP:Iteration 55Q (165851.720000 sec): 3 clusters
  Score: Raw -655500.231887 + Penalty 2926.517198 = -652573.714689
  nChanged 3
		SP:Iteration 56Q (165851.990000 sec): 3 clusters
  Score: Raw -655500.514156 + Penalty 2926.517198 = -652573.996958
  nChanged 5
		SP:Iteration 57Q (165852.220000 sec): 3 clusters
  Score: Raw -655501.153701 + Penalty 2926.517198 = -652574.636503
  nChanged 2
		SP:Iteration 58Q (165852.410000 sec): 3 clusters
  Score: Raw -655501.335441 + Penalty 2926.517198 = -652574.818243
  nChanged 3
		SP:Iteration 59Q (165852.590000 sec): 3 clusters
  Score: Raw -655501.605013 + Penalty 2926.517198 = -652575.087814
  nChanged 3
		SP:Iteration 60F (165852.810000 sec): 3 clusters
  Score: Raw -655501.804194 + Penalty 2926.517198 = -652575.286996
  nChanged 1
		SP:Iteration 61Q (165853.040000 sec): 3 clusters
  Score: Raw -655502.071586 + Penalty 2926.517198 = -652575.554388
  nChanged 2
		SP:Iteration 62Q (165853.270000 sec): 3 clusters
  Score: Raw -655502.325587 + Penalty 2926.517198 = -652575.808389
  nChanged 2
		SP:Iteration 63Q (165853.430000 sec): 3 clusters
  Score: Raw -655502.565986 + Penalty 2926.517198 = -652576.048788
  nChanged 2
		SP:Iteration 64Q (165853.680000 sec): 3 clusters
  Score: Raw -655502.969980 + Penalty 2926.517198 = -652576.452782
  nChanged 2
		SP:Iteration 65Q (165853.830000 sec): 3 clusters
  Score: Raw -655503.431017 + Penalty 2926.517198 = -652576.913819
  nChanged 4
		SP:Iteration 66Q (165854.070000 sec): 3 clusters
  Score: Raw -655504.515489 + Penalty 2926.517198 = -652577.998291
  nChanged 4
		SP:Iteration 67Q (165854.220000 sec): 3 clusters
  Score: Raw -655504.924534 + Penalty 2926.517198 = -652578.407336
  nChanged 4
		SP:Iteration 68Q (165854.430000 sec): 3 clusters
  Score: Raw -655505.420093 + Penalty 2926.517198 = -652578.902895
  nChanged 3
		SP:Iteration 69Q (165854.620000 sec): 3 clusters
  Score: Raw -655506.038843 + Penalty 2926.517198 = -652579.521645
  nChanged 4
		SP:Iteration 70Q (165854.860000 sec): 3 clusters
  Score: Raw -655506.833212 + Penalty 2926.517198 = -652580.316014
  nChanged 2
		SP:Iteration 71Q (165855.030000 sec): 3 clusters
  Score: Raw -655507.055329 + Penalty 2926.517198 = -652580.538131
  nChanged 0
		SP:Iteration 72F (165855.230000 sec): 3 clusters
  Score: Raw -655507.055329 + Penalty 2926.517198 = -652580.538131
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 74 (447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165855.380000 sec): 2 clusters
  Score: Raw -36694.764043 + Penalty 991.665772 = -35703.098271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165855.560000 sec): 3 clusters
  Score: Raw -36608.912552 + Penalty 1983.331543 = -34625.581009
  nChanged 102
		SP:Iteration 1F (165855.710000 sec): 3 clusters
  Score: Raw -36748.931560 + Penalty 1983.331543 = -34765.600017
  nChanged 26
		SP:Iteration 2F (165855.910000 sec): 3 clusters
  Score: Raw -36797.227588 + Penalty 1983.331543 = -34813.896045
  nChanged 16
		SP:Iteration 3Q (165856.080000 sec): 3 clusters
  Score: Raw -36832.355485 + Penalty 1983.331543 = -34849.023942
  nChanged 17
		SP:Iteration 4Q (165856.290000 sec): 3 clusters
  Score: Raw -36864.249699 + Penalty 1983.331543 = -34880.918155
  nChanged 11
		SP:Iteration 5Q (165856.440000 sec): 3 clusters
  Score: Raw -36889.880889 + Penalty 1983.331543 = -34906.549346
  nChanged 5
		SP:Iteration 6Q (165856.620000 sec): 3 clusters
  Score: Raw -36901.468666 + Penalty 1983.331543 = -34918.137123
  nChanged 2
		SP:Iteration 7Q (165856.820000 sec): 3 clusters
  Score: Raw -36903.860390 + Penalty 1983.331543 = -34920.528847
  nChanged 0
		SP:Iteration 8F (165857.030000 sec): 3 clusters
  Score: Raw -36903.860390 + Penalty 1983.331543 = -34920.528847
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 75 (7198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165857.170000 sec): 2 clusters
  Score: Raw -631642.379170 + Penalty 1443.253254 = -630199.125916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165857.370000 sec): 3 clusters
  Score: Raw -627724.289747 + Penalty 2886.506509 = -624837.783238
  nChanged 3051
		SP:Iteration 1F (165857.550000 sec): 3 clusters
  Score: Raw -629307.146415 + Penalty 2886.506509 = -626420.639906
  nChanged 455
		SP:Iteration 2F (165857.780000 sec): 3 clusters
  Score: Raw -629498.498627 + Penalty 2886.506509 = -626611.992118
  nChanged 328
		SP:Iteration 3Q (165857.970000 sec): 3 clusters
  Score: Raw -629620.719333 + Penalty 2886.506509 = -626734.212824
  nChanged 265
		SP:Iteration 4Q (165858.210000 sec): 3 clusters
  Score: Raw -629724.466120 + Penalty 2886.506509 = -626837.959611
  nChanged 233
		SP:Iteration 5Q (165858.450000 sec): 3 clusters
  Score: Raw -629808.790581 + Penalty 2886.506509 = -626922.284073
  nChanged 218
		SP:Iteration 6Q (165858.690000 sec): 3 clusters
  Score: Raw -629907.788568 + Penalty 2886.506509 = -627021.282059
  nChanged 229
		SP:Iteration 7Q (165858.930000 sec): 3 clusters
  Score: Raw -630022.464245 + Penalty 2886.506509 = -627135.957736
  nChanged 239
		SP:Iteration 8Q (165859.130000 sec): 3 clusters
  Score: Raw -630144.080069 + Penalty 2886.506509 = -627257.573560
  nChanged 215
		SP:Iteration 9Q (165859.350000 sec): 3 clusters
  Score: Raw -630279.738793 + Penalty 2886.506509 = -627393.232285
  nChanged 238
		SP:Iteration 10Q (165859.590000 sec): 3 clusters
  Score: Raw -630449.453881 + Penalty 2886.506509 = -627562.947372
  nChanged 239
		SP:Iteration 11Q (165859.800000 sec): 3 clusters
  Score: Raw -630639.555648 + Penalty 2886.506509 = -627753.049139
  nChanged 241
		SP:Iteration 12Q (165860.010000 sec): 3 clusters
  Score: Raw -630818.453172 + Penalty 2886.506509 = -627931.946663
  nChanged 228
		SP:Iteration 13Q (165860.250000 sec): 3 clusters
  Score: Raw -630986.835972 + Penalty 2886.506509 = -628100.329463
  nChanged 198
		SP:Iteration 14Q (165860.430000 sec): 3 clusters
  Score: Raw -631140.474671 + Penalty 2886.506509 = -628253.968162
  nChanged 175
		SP:Iteration 15Q (165860.670000 sec): 3 clusters
  Score: Raw -631260.381724 + Penalty 2886.506509 = -628373.875215
  nChanged 148
		SP:Iteration 16Q (165860.890000 sec): 3 clusters
  Score: Raw -631361.279413 + Penalty 2886.506509 = -628474.772905
  nChanged 132
		SP:Iteration 17Q (165861.130000 sec): 3 clusters
  Score: Raw -631432.261748 + Penalty 2886.506509 = -628545.755239
  nChanged 115
		SP:Iteration 18Q (165861.310000 sec): 3 clusters
  Score: Raw -631499.271294 + Penalty 2886.506509 = -628612.764785
  nChanged 103
		SP:Iteration 19Q (165861.540000 sec): 3 clusters
  Score: Raw -631552.260412 + Penalty 2886.506509 = -628665.753903
  nChanged 85
		SP:Iteration 20F (165861.770000 sec): 3 clusters
  Score: Raw -631593.753714 + Penalty 2886.506509 = -628707.247205
  nChanged 79
		SP:Iteration 21Q (165861.970000 sec): 3 clusters
  Score: Raw -631635.844986 + Penalty 2886.506509 = -628749.338477
  nChanged 76
		SP:Iteration 22Q (165862.190000 sec): 3 clusters
  Score: Raw -631673.144832 + Penalty 2886.506509 = -628786.638323
  nChanged 68
		SP:Iteration 23Q (165862.430000 sec): 3 clusters
  Score: Raw -631705.715552 + Penalty 2886.506509 = -628819.209043
  nChanged 62
		SP:Iteration 24Q (165862.650000 sec): 3 clusters
  Score: Raw -631736.262377 + Penalty 2886.506509 = -628849.755868
  nChanged 52
		SP:Iteration 25Q (165862.860000 sec): 3 clusters
  Score: Raw -631761.763070 + Penalty 2886.506509 = -628875.256561
  nChanged 50
		SP:Iteration 26Q (165863.100000 sec): 3 clusters
  Score: Raw -631781.095837 + Penalty 2886.506509 = -628894.589328
  nChanged 45
		SP:Iteration 27Q (165863.300000 sec): 3 clusters
  Score: Raw -631801.436046 + Penalty 2886.506509 = -628914.929537
  nChanged 42
		SP:Iteration 28Q (165863.490000 sec): 3 clusters
  Score: Raw -631820.328209 + Penalty 2886.506509 = -628933.821700
  nChanged 35
		SP:Iteration 29Q (165863.750000 sec): 3 clusters
  Score: Raw -631833.896773 + Penalty 2886.506509 = -628947.390264
  nChanged 22
		SP:Iteration 30Q (165863.880000 sec): 3 clusters
  Score: Raw -631842.878377 + Penalty 2886.506509 = -628956.371868
  nChanged 20
		SP:Iteration 31Q (165864.070000 sec): 3 clusters
  Score: Raw -631849.656450 + Penalty 2886.506509 = -628963.149942
  nChanged 11
		SP:Iteration 32Q (165864.290000 sec): 3 clusters
  Score: Raw -631852.332638 + Penalty 2886.506509 = -628965.826129
  nChanged 9
		SP:Iteration 33Q (165864.470000 sec): 3 clusters
  Score: Raw -631854.773734 + Penalty 2886.506509 = -628968.267225
  nChanged 5
		SP:Iteration 34Q (165864.710000 sec): 3 clusters
  Score: Raw -631855.895233 + Penalty 2886.506509 = -628969.388724
  nChanged 5
		SP:Iteration 35Q (165864.890000 sec): 3 clusters
  Score: Raw -631857.636768 + Penalty 2886.506509 = -628971.130259
  nChanged 5
		SP:Iteration 36Q (165865.130000 sec): 3 clusters
  Score: Raw -631859.061321 + Penalty 2886.506509 = -628972.554812
  nChanged 8
		SP:Iteration 37Q (165865.340000 sec): 3 clusters
  Score: Raw -631861.929847 + Penalty 2886.506509 = -628975.423338
  nChanged 10
		SP:Iteration 38Q (165865.560000 sec): 3 clusters
  Score: Raw -631865.957727 + Penalty 2886.506509 = -628979.451218
  nChanged 12
		SP:Iteration 39Q (165865.820000 sec): 3 clusters
  Score: Raw -631870.177376 + Penalty 2886.506509 = -628983.670867
  nChanged 12
		SP:Iteration 40F (165866.030000 sec): 3 clusters
  Score: Raw -631875.092783 + Penalty 2886.506509 = -628988.586275
  nChanged 7
		SP:Iteration 41Q (165866.230000 sec): 3 clusters
  Score: Raw -631877.510732 + Penalty 2886.506509 = -628991.004223
  nChanged 11
		SP:Iteration 42Q (165866.480000 sec): 3 clusters
  Score: Raw -631880.820325 + Penalty 2886.506509 = -628994.313816
  nChanged 13
		SP:Iteration 43Q (165866.660000 sec): 3 clusters
  Score: Raw -631885.877271 + Penalty 2886.506509 = -628999.370762
  nChanged 13
		SP:Iteration 44Q (165866.830000 sec): 3 clusters
  Score: Raw -631891.073167 + Penalty 2886.506509 = -629004.566658
  nChanged 16
		SP:Iteration 45Q (165867.040000 sec): 3 clusters
  Score: Raw -631896.895631 + Penalty 2886.506509 = -629010.389123
  nChanged 19
		SP:Iteration 46Q (165867.260000 sec): 3 clusters
  Score: Raw -631903.520809 + Penalty 2886.506509 = -629017.014300
  nChanged 16
		SP:Iteration 47Q (165867.470000 sec): 3 clusters
  Score: Raw -631908.040209 + Penalty 2886.506509 = -629021.533700
  nChanged 12
		SP:Iteration 48Q (165867.680000 sec): 3 clusters
  Score: Raw -631913.320632 + Penalty 2886.506509 = -629026.814123
  nChanged 19
		SP:Iteration 49Q (165867.860000 sec): 3 clusters
  Score: Raw -631923.686325 + Penalty 2886.506509 = -629037.179816
  nChanged 21
		SP:Iteration 50Q (165868.100000 sec): 3 clusters
  Score: Raw -631932.317174 + Penalty 2886.506509 = -629045.810665
  nChanged 16
		SP:Iteration 51Q (165868.330000 sec): 3 clusters
  Score: Raw -631939.857668 + Penalty 2886.506509 = -629053.351159
  nChanged 19
		SP:Iteration 52Q (165868.510000 sec): 3 clusters
  Score: Raw -631948.959135 + Penalty 2886.506509 = -629062.452626
  nChanged 12
		SP:Iteration 53Q (165868.710000 sec): 3 clusters
  Score: Raw -631953.096297 + Penalty 2886.506509 = -629066.589788
  nChanged 9
		SP:Iteration 54Q (165868.930000 sec): 3 clusters
  Score: Raw -631957.775078 + Penalty 2886.506509 = -629071.268570
  nChanged 7
		SP:Iteration 55Q (165869.140000 sec): 3 clusters
  Score: Raw -631961.082585 + Penalty 2886.506509 = -629074.576077
  nChanged 8
		SP:Iteration 56Q (165869.360000 sec): 3 clusters
  Score: Raw -631964.833765 + Penalty 2886.506509 = -629078.327256
  nChanged 5
		SP:Iteration 57Q (165869.540000 sec): 3 clusters
  Score: Raw -631967.508455 + Penalty 2886.506509 = -629081.001946
  nChanged 11
		SP:Iteration 58Q (165869.830000 sec): 3 clusters
  Score: Raw -631972.781024 + Penalty 2886.506509 = -629086.274516
  nChanged 7
		SP:Iteration 59Q (165869.960000 sec): 3 clusters
  Score: Raw -631975.514896 + Penalty 2886.506509 = -629089.008387
  nChanged 4
		SP:Iteration 60F (165870.180000 sec): 3 clusters
  Score: Raw -631976.592891 + Penalty 2886.506509 = -629090.086382
  nChanged 3
		SP:Iteration 61Q (165870.350000 sec): 3 clusters
  Score: Raw -631977.734790 + Penalty 2886.506509 = -629091.228281
  nChanged 4
		SP:Iteration 62Q (165870.580000 sec): 3 clusters
  Score: Raw -631979.479478 + Penalty 2886.506509 = -629092.972969
  nChanged 4
		SP:Iteration 63Q (165870.800000 sec): 3 clusters
  Score: Raw -631981.161766 + Penalty 2886.506509 = -629094.655257
  nChanged 2
		SP:Iteration 64Q (165871.000000 sec): 3 clusters
  Score: Raw -631981.569748 + Penalty 2886.506509 = -629095.063239
  nChanged 1
		SP:Iteration 65Q (165871.210000 sec): 3 clusters
  Score: Raw -631981.890899 + Penalty 2886.506509 = -629095.384390
  nChanged 0
		SP:Iteration 66F (165871.400000 sec): 3 clusters
  Score: Raw -631981.890899 + Penalty 2886.506509 = -629095.384390
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 76 (524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165871.580000 sec): 2 clusters
  Score: Raw -43314.941122 + Penalty 1017.492399 = -42297.448723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165871.760000 sec): 3 clusters
  Score: Raw -43205.538959 + Penalty 2034.984797 = -41170.554161
  nChanged 123
		SP:Iteration 1F (165871.940000 sec): 3 clusters
  Score: Raw -43386.634730 + Penalty 2034.984797 = -41351.649932
  nChanged 33
		SP:Iteration 2F (165872.160000 sec): 3 clusters
  Score: Raw -43444.658463 + Penalty 2034.984797 = -41409.673666
  nChanged 16
		SP:Iteration 3Q (165872.320000 sec): 3 clusters
  Score: Raw -43470.016572 + Penalty 2034.984797 = -41435.031775
  nChanged 5
		SP:Iteration 4Q (165872.540000 sec): 3 clusters
  Score: Raw -43477.323852 + Penalty 2034.984797 = -41442.339055
  nChanged 3
		SP:Iteration 5Q (165872.750000 sec): 3 clusters
  Score: Raw -43485.900435 + Penalty 2034.984797 = -41450.915637
  nChanged 4
		SP:Iteration 6Q (165872.910000 sec): 3 clusters
  Score: Raw -43494.360713 + Penalty 2034.984797 = -41459.375916
  nChanged 3
		SP:Iteration 7Q (165873.090000 sec): 3 clusters
  Score: Raw -43499.553395 + Penalty 2034.984797 = -41464.568598
  nChanged 1
		SP:Iteration 8Q (165873.250000 sec): 3 clusters
  Score: Raw -43500.834560 + Penalty 2034.984797 = -41465.849763
  nChanged 2
		SP:Iteration 9Q (165873.390000 sec): 3 clusters
  Score: Raw -43504.260138 + Penalty 2034.984797 = -41469.275341
  nChanged 1
		SP:Iteration 10Q (165873.570000 sec): 3 clusters
  Score: Raw -43508.233398 + Penalty 2034.984797 = -41473.248600
  nChanged 2
		SP:Iteration 11Q (165873.680000 sec): 3 clusters
  Score: Raw -43510.474844 + Penalty 2034.984797 = -41475.490047
  nChanged 0
		SP:Iteration 12F (165873.830000 sec): 3 clusters
  Score: Raw -43510.474844 + Penalty 2034.984797 = -41475.490047
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 77 (4651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165874.000000 sec): 2 clusters
  Score: Raw -369949.665874 + Penalty 1372.286098 = -368577.379776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165874.180000 sec): 3 clusters
  Score: Raw -367556.535476 + Penalty 2744.572197 = -364811.963279
  nChanged 1842
		SP:Iteration 1F (165874.370000 sec): 3 clusters
  Score: Raw -368634.336451 + Penalty 2744.572197 = -365889.764254
  nChanged 387
		SP:Iteration 2F (165874.510000 sec): 3 clusters
  Score: Raw -368913.569927 + Penalty 2744.572197 = -366168.997730
  nChanged 311
		SP:Iteration 3F (165874.700000 sec): 3 clusters
  Score: Raw -369170.402603 + Penalty 2744.572197 = -366425.830406
  nChanged 267
		SP:Iteration 4F (165874.860000 sec): 3 clusters
  Score: Raw -369403.014485 + Penalty 2744.572197 = -366658.442288
  nChanged 242
		SP:Iteration 5F (165875.060000 sec): 3 clusters
  Score: Raw -369586.397350 + Penalty 2744.572197 = -366841.825153
  nChanged 207
		SP:Iteration 6Q (165875.280000 sec): 3 clusters
  Score: Raw -369760.147750 + Penalty 2744.572197 = -367015.575553
  nChanged 230
		SP:Iteration 7Q (165875.470000 sec): 3 clusters
  Score: Raw -369923.730546 + Penalty 2744.572197 = -367179.158349
  nChanged 190
		SP:Iteration 8Q (165875.600000 sec): 3 clusters
  Score: Raw -370047.834793 + Penalty 2744.572197 = -367303.262596
  nChanged 150
		SP:Iteration 9Q (165875.800000 sec): 3 clusters
  Score: Raw -370142.503574 + Penalty 2744.572197 = -367397.931377
  nChanged 132
		SP:Iteration 10Q (165875.950000 sec): 3 clusters
  Score: Raw -370225.115955 + Penalty 2744.572197 = -367480.543758
  nChanged 105
		SP:Iteration 11Q (165876.140000 sec): 3 clusters
  Score: Raw -370285.158253 + Penalty 2744.572197 = -367540.586056
  nChanged 95
		SP:Iteration 12Q (165876.320000 sec): 3 clusters
  Score: Raw -370340.636820 + Penalty 2744.572197 = -367596.064623
  nChanged 81
		SP:Iteration 13Q (165876.520000 sec): 3 clusters
  Score: Raw -370395.048585 + Penalty 2744.572197 = -367650.476388
  nChanged 84
		SP:Iteration 14Q (165876.680000 sec): 3 clusters
  Score: Raw -370474.390171 + Penalty 2744.572197 = -367729.817974
  nChanged 83
		SP:Iteration 15Q (165876.900000 sec): 3 clusters
  Score: Raw -370555.128023 + Penalty 2744.572197 = -367810.555826
  nChanged 99
		SP:Iteration 16Q (165877.040000 sec): 3 clusters
  Score: Raw -370658.272627 + Penalty 2744.572197 = -367913.700430
  nChanged 91
		SP:Iteration 17Q (165877.280000 sec): 3 clusters
  Score: Raw -370759.597140 + Penalty 2744.572197 = -368015.024943
  nChanged 69
		SP:Iteration 18Q (165877.420000 sec): 3 clusters
  Score: Raw -370828.025849 + Penalty 2744.572197 = -368083.453652
  nChanged 46
		SP:Iteration 19Q (165877.630000 sec): 3 clusters
  Score: Raw -370856.962548 + Penalty 2744.572197 = -368112.390351
  nChanged 24
		SP:Iteration 20F (165877.830000 sec): 3 clusters
  Score: Raw -370865.631871 + Penalty 2744.572197 = -368121.059674
  nChanged 9
		SP:Iteration 21Q (165877.990000 sec): 3 clusters
  Score: Raw -370868.169053 + Penalty 2744.572197 = -368123.596856
  nChanged 5
		SP:Iteration 22Q (165878.180000 sec): 3 clusters
  Score: Raw -370869.764521 + Penalty 2744.572197 = -368125.192324
  nChanged 3
		SP:Iteration 23Q (165878.360000 sec): 3 clusters
  Score: Raw -370870.626765 + Penalty 2744.572197 = -368126.054568
  nChanged 2
		SP:Iteration 24Q (165878.490000 sec): 3 clusters
  Score: Raw -370871.244099 + Penalty 2744.572197 = -368126.671902
  nChanged 1
		SP:Iteration 25Q (165878.700000 sec): 3 clusters
  Score: Raw -370871.399651 + Penalty 2744.572197 = -368126.827454
  nChanged 1
		SP:Iteration 26Q (165878.920000 sec): 3 clusters
  Score: Raw -370871.757553 + Penalty 2744.572197 = -368127.185356
  nChanged 1
		SP:Iteration 27Q (165879.070000 sec): 3 clusters
  Score: Raw -370871.995825 + Penalty 2744.572197 = -368127.423628
  nChanged 1
		SP:Iteration 28Q (165879.210000 sec): 3 clusters
  Score: Raw -370872.535284 + Penalty 2744.572197 = -368127.963087
  nChanged 2
		SP:Iteration 29Q (165879.390000 sec): 3 clusters
  Score: Raw -370873.179133 + Penalty 2744.572197 = -368128.606936
  nChanged 2
		SP:Iteration 30Q (165879.570000 sec): 3 clusters
  Score: Raw -370873.687671 + Penalty 2744.572197 = -368129.115474
  nChanged 2
		SP:Iteration 31Q (165879.750000 sec): 3 clusters
  Score: Raw -370874.016618 + Penalty 2744.572197 = -368129.444421
  nChanged 1
		SP:Iteration 32Q (165879.950000 sec): 3 clusters
  Score: Raw -370874.305803 + Penalty 2744.572197 = -368129.733606
  nChanged 2
		SP:Iteration 33Q (165880.160000 sec): 3 clusters
  Score: Raw -370874.534724 + Penalty 2744.572197 = -368129.962527
  nChanged 1
		SP:Iteration 34Q (165880.370000 sec): 3 clusters
  Score: Raw -370874.745161 + Penalty 2744.572197 = -368130.172964
  nChanged 1
		SP:Iteration 35Q (165880.580000 sec): 3 clusters
  Score: Raw -370874.838262 + Penalty 2744.572197 = -368130.266065
  nChanged 1
		SP:Iteration 36Q (165880.770000 sec): 3 clusters
  Score: Raw -370875.310259 + Penalty 2744.572197 = -368130.738062
  nChanged 1
		SP:Iteration 37Q (165880.940000 sec): 3 clusters
  Score: Raw -370875.685724 + Penalty 2744.572197 = -368131.113527
  nChanged 2
		SP:Iteration 38Q (165881.160000 sec): 3 clusters
  Score: Raw -370876.287436 + Penalty 2744.572197 = -368131.715239
  nChanged 2
		SP:Iteration 39Q (165881.350000 sec): 3 clusters
  Score: Raw -370876.648124 + Penalty 2744.572197 = -368132.075927
  nChanged 1
		SP:Iteration 40F (165881.580000 sec): 3 clusters
  Score: Raw -370876.916458 + Penalty 2744.572197 = -368132.344261
  nChanged 2
		SP:Iteration 41Q (165881.760000 sec): 3 clusters
  Score: Raw -370877.230260 + Penalty 2744.572197 = -368132.658063
  nChanged 0
		SP:Iteration 42F (165882.030000 sec): 3 clusters
  Score: Raw -370877.230260 + Penalty 2744.572197 = -368132.658063
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 78 (442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (165882.170000 sec): 2 clusters
  Score: Raw -36880.723705 + Penalty 989.837856 = -35890.885849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (165882.340000 sec): 3 clusters
  Score: Raw -36838.388101 + Penalty 1979.675712 = -34858.712389
  nChanged 99
		SP:Iteration 1F (165882.520000 sec): 3 clusters
  Score: Raw -36970.577204 + Penalty 1979.675712 = -34990.901492
  nChanged 22
		SP:Iteration 2Q (165882.660000 sec): 3 clusters
  Score: Raw -37010.937485 + Penalty 1979.675712 = -35031.261774
  nChanged 11
		SP:Iteration 3Q (165882.890000 sec): 3 clusters
  Score: Raw -37031.092636 + Penalty 1979.675712 = -35051.416924
  nChanged 8
		SP:Iteration 4Q (165883.070000 sec): 3 clusters
  Score: Raw -37049.246130 + Penalty 1979.675712 = -35069.570418
  nChanged 9
		SP:Iteration 5Q (165883.250000 sec): 3 clusters
  Score: Raw -37064.254023 + Penalty 1979.675712 = -35084.578311
  nChanged 9
		SP:Iteration 6Q (165883.440000 sec): 3 clusters
  Score: Raw -37077.499565 + Penalty 1979.675712 = -35097.823854
  nChanged 3
		SP:Iteration 7Q (165883.580000 sec): 3 clusters
  Score: Raw -37084.106468 + Penalty 1979.675712 = -35104.430757
  nChanged 3
		SP:Iteration 8Q (165883.800000 sec): 3 clusters
  Score: Raw -37089.594190 + Penalty 1979.675712 = -35109.918478
  nChanged 4
		SP:Iteration 9Q (165883.980000 sec): 3 clusters
  Score: Raw -37095.727229 + Penalty 1979.675712 = -35116.051518
  nChanged 1
		SP:Iteration 10Q (165884.210000 sec): 3 clusters
  Score: Raw -37096.503413 + Penalty 1979.675712 = -35116.827701
  nChanged 0
		SP:Iteration 11F (165884.400000 sec): 3 clusters
  Score: Raw -37096.503413 + Penalty 1979.675712 = -35116.827701
  nChanged 0
Iteration 219Q (166006.630000 sec): 81 clusters
  Score: Raw -122378512.461329 + Penalty 184673.645709 = -122193838.815619
  nChanged 823
Iteration 220F (166193.100000 sec): 81 clusters
  Score: Raw -122379331.872765 + Penalty 184673.645709 = -122194658.227056
  nChanged 1237
Iteration 221Q (166304.270000 sec): 81 clusters
  Score: Raw -122380057.115590 + Penalty 184673.645709 = -122195383.469881
  nChanged 1242
Iteration 222Q (166429.430000 sec): 81 clusters
  Score: Raw -122380621.099791 + Penalty 184673.645709 = -122195947.454082
  nChanged 1222
Iteration 223Q (166545.410000 sec): 81 clusters
  Score: Raw -122381010.586893 + Penalty 184673.645709 = -122196336.941184
  nChanged 1228
Iteration 224Q (166657.590000 sec): 81 clusters
  Score: Raw -122381323.045628 + Penalty 184673.645709 = -122196649.399919
  nChanged 1137
Iteration 225Q (166782.500000 sec): 81 clusters
  Score: Raw -122381555.092673 + Penalty 184673.645709 = -122196881.446964
  nChanged 1066
Iteration 226Q (166900.720000 sec): 81 clusters
  Score: Raw -122381721.695492 + Penalty 184673.645709 = -122197048.049783
  nChanged 935
Iteration 227Q (167020.060000 sec): 81 clusters
  Score: Raw -122381852.382299 + Penalty 184673.645709 = -122197178.736590
  nChanged 892
Iteration 228Q (167141.830000 sec): 81 clusters
  Score: Raw -122381952.342324 + Penalty 184673.645709 = -122197278.696615
  nChanged 795
Iteration 229Q (167258.880000 sec): 81 clusters
  Score: Raw -122382022.304536 + Penalty 184673.645709 = -122197348.658827
  nChanged 703
Iteration 230Q (167378.170000 sec): 81 clusters
  Score: Raw -122382080.248728 + Penalty 184673.645709 = -122197406.603019
  nChanged 612
Iteration 231Q (167506.490000 sec): 81 clusters
  Score: Raw -122382129.407460 + Penalty 184673.645709 = -122197455.761751
  nChanged 588
Iteration 232Q (167630.150000 sec): 81 clusters
  Score: Raw -122382168.327587 + Penalty 184673.645709 = -122197494.681878
  nChanged 499
Iteration 233Q (167754.620000 sec): 81 clusters
  Score: Raw -122382201.369090 + Penalty 184673.645709 = -122197527.723381
  nChanged 468
Iteration 234Q (167874.190000 sec): 81 clusters
  Score: Raw -122382229.131286 + Penalty 184673.645709 = -122197555.485577
  nChanged 435
Iteration 235Q (167998.340000 sec): 81 clusters
  Score: Raw -122382251.112293 + Penalty 184673.645709 = -122197577.466584
  nChanged 356
Iteration 236Q (168103.680000 sec): 81 clusters
  Score: Raw -122382267.998331 + Penalty 184673.645709 = -122197594.352622
  nChanged 329
Iteration 237Q (168220.520000 sec): 81 clusters
  Score: Raw -122382282.761827 + Penalty 184673.645709 = -122197609.116118
  nChanged 299
Iteration 238Q (168322.410000 sec): 81 clusters
  Score: Raw -122382296.988747 + Penalty 184673.645709 = -122197623.343037
  nChanged 292
Iteration 239Q (168432.290000 sec): 81 clusters
  Score: Raw -122382310.155204 + Penalty 184673.645709 = -122197636.509494
  nChanged 258
Iteration 240F (168609.290000 sec): 81 clusters
  Score: Raw -122382321.599831 + Penalty 184673.645709 = -122197647.954122
  nChanged 247
Iteration 241Q (168714.820000 sec): 81 clusters
  Score: Raw -122382331.648277 + Penalty 184673.645709 = -122197658.002568
  nChanged 233
Iteration 242Q (168819.660000 sec): 81 clusters
  Score: Raw -122382341.583206 + Penalty 184673.645709 = -122197667.937497
  nChanged 231
Iteration 243Q (168925.910000 sec): 81 clusters
  Score: Raw -122382351.972891 + Penalty 184673.645709 = -122197678.327182
  nChanged 228
Iteration 244Q (169033.630000 sec): 81 clusters
  Score: Raw -122382361.446552 + Penalty 184673.645709 = -122197687.800843
  nChanged 200
Iteration 245Q (169144.630000 sec): 81 clusters
  Score: Raw -122382370.211131 + Penalty 184673.645709 = -122197696.565422
  nChanged 217
Iteration 246Q (169251.760000 sec): 81 clusters
  Score: Raw -122382379.894726 + Penalty 184673.645709 = -122197706.249017
  nChanged 192
Iteration 247Q (169364.140000 sec): 81 clusters
  Score: Raw -122382388.612811 + Penalty 184673.645709 = -122197714.967102
  nChanged 190
Iteration 248Q (169486.220000 sec): 81 clusters
  Score: Raw -122382398.593792 + Penalty 184673.645709 = -122197724.948083
  nChanged 161
Iteration 249Q (169612.880000 sec): 81 clusters
  Score: Raw -122382406.078325 + Penalty 184673.645709 = -122197732.432616
  nChanged 142
Iteration 250Q (169752.710000 sec): 81 clusters
  Score: Raw -122382413.020255 + Penalty 184673.645709 = -122197739.374546
  nChanged 129
Iteration 251Q (169892.050000 sec): 81 clusters
  Score: Raw -122382419.552561 + Penalty 184673.645709 = -122197745.906852
  nChanged 160
Iteration 252Q (170029.580000 sec): 81 clusters
  Score: Raw -122382426.323519 + Penalty 184673.645709 = -122197752.677810
  nChanged 135
Iteration 253Q (170171.470000 sec): 81 clusters
  Score: Raw -122382432.077705 + Penalty 184673.645709 = -122197758.431996
  nChanged 133
Iteration 254Q (170280.130000 sec): 81 clusters
  Score: Raw -122382437.712825 + Penalty 184673.645709 = -122197764.067116
  nChanged 121
Iteration 255Q (170390.280000 sec): 81 clusters
  Score: Raw -122382442.474714 + Penalty 184673.645709 = -122197768.829005
  nChanged 111
Iteration 256Q (170507.090000 sec): 81 clusters
  Score: Raw -122382446.937396 + Penalty 184673.645709 = -122197773.291686
  nChanged 106
Iteration 257Q (170621.490000 sec): 81 clusters
  Score: Raw -122382450.925496 + Penalty 184673.645709 = -122197777.279787
  nChanged 96
Iteration 258Q (170743.110000 sec): 81 clusters
  Score: Raw -122382454.297688 + Penalty 184673.645709 = -122197780.651979
  nChanged 84
Writing temp clu file 
Because OldScore, -122197777.279787, is greater than current (better) Score,-122197780.651979 
 Compute initial score before splitting:   Score: Raw -122382454.297688 + Penalty 184673.645709 = -122197780.651979
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 1 (43486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170743.710000 sec): 2 clusters
  Score: Raw -3830125.935222 + Penalty 1735.531578 = -3828390.403644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170744.090000 sec): 3 clusters
  Score: Raw -3802823.311661 + Penalty 3471.063156 = -3799352.248505
  nChanged 20403
		SP:Iteration 1F (170744.450000 sec): 3 clusters
  Score: Raw -3814316.238960 + Penalty 3471.063156 = -3810845.175804
  nChanged 1869
		SP:Iteration 2Q (170744.830000 sec): 3 clusters
  Score: Raw -3814938.963068 + Penalty 3471.063156 = -3811467.899912
  nChanged 1848
		SP:Iteration 3Q (170745.290000 sec): 3 clusters
  Score: Raw -3815614.676437 + Penalty 3471.063156 = -3812143.613281
  nChanged 1911
		SP:Iteration 4Q (170745.710000 sec): 3 clusters
  Score: Raw -3816421.876345 + Penalty 3471.063156 = -3812950.813189
  nChanged 2110
		SP:Iteration 5Q (170746.140000 sec): 3 clusters
  Score: Raw -3817475.946099 + Penalty 3471.063156 = -3814004.882943
  nChanged 2422
		SP:Iteration 6F (170746.550000 sec): 3 clusters
  Score: Raw -3818905.852319 + Penalty 3471.063156 = -3815434.789163
  nChanged 2703
		SP:Iteration 7F (170746.930000 sec): 3 clusters
  Score: Raw -3820649.238216 + Penalty 3471.063156 = -3817178.175060
  nChanged 2873
		SP:Iteration 8F (170747.290000 sec): 3 clusters
  Score: Raw -3822752.446528 + Penalty 3471.063156 = -3819281.383372
  nChanged 2786
		SP:Iteration 9F (170747.660000 sec): 3 clusters
  Score: Raw -3824984.245838 + Penalty 3471.063156 = -3821513.182682
  nChanged 2313
		SP:Iteration 10F (170748.050000 sec): 3 clusters
  Score: Raw -3826938.175277 + Penalty 3471.063156 = -3823467.112121
  nChanged 1667
		SP:Iteration 11Q (170748.460000 sec): 3 clusters
  Score: Raw -3828368.752452 + Penalty 3471.063156 = -3824897.689296
  nChanged 1017
		SP:Iteration 12Q (170748.770000 sec): 3 clusters
  Score: Raw -3829255.085753 + Penalty 3471.063156 = -3825784.022597
  nChanged 587
		SP:Iteration 13Q (170749.180000 sec): 3 clusters
  Score: Raw -3829745.497026 + Penalty 3471.063156 = -3826274.433870
  nChanged 317
		SP:Iteration 14Q (170749.520000 sec): 3 clusters
  Score: Raw -3829983.035923 + Penalty 3471.063156 = -3826511.972767
  nChanged 185
		SP:Iteration 15Q (170749.880000 sec): 3 clusters
  Score: Raw -3830132.486045 + Penalty 3471.063156 = -3826661.422889
  nChanged 116
		SP:Iteration 16Q (170750.240000 sec): 3 clusters
  Score: Raw -3830225.339066 + Penalty 3471.063156 = -3826754.275910
  nChanged 72
		SP:Iteration 17Q (170750.660000 sec): 3 clusters
  Score: Raw -3830275.818716 + Penalty 3471.063156 = -3826804.755560
  nChanged 51
		SP:Iteration 18Q (170751.040000 sec): 3 clusters
  Score: Raw -3830312.644005 + Penalty 3471.063156 = -3826841.580849
  nChanged 35
		SP:Iteration 19Q (170751.350000 sec): 3 clusters
  Score: Raw -3830335.607561 + Penalty 3471.063156 = -3826864.544405
  nChanged 30
		SP:Iteration 20F (170751.740000 sec): 3 clusters
  Score: Raw -3830353.855800 + Penalty 3471.063156 = -3826882.792644
  nChanged 21
		SP:Iteration 21Q (170752.110000 sec): 3 clusters
  Score: Raw -3830369.433204 + Penalty 3471.063156 = -3826898.370048
  nChanged 15
		SP:Iteration 22Q (170752.480000 sec): 3 clusters
  Score: Raw -3830380.456289 + Penalty 3471.063156 = -3826909.393133
  nChanged 16
		SP:Iteration 23Q (170752.850000 sec): 3 clusters
  Score: Raw -3830391.098663 + Penalty 3471.063156 = -3826920.035507
  nChanged 15
		SP:Iteration 24Q (170753.190000 sec): 3 clusters
  Score: Raw -3830400.403902 + Penalty 3471.063156 = -3826929.340746
  nChanged 12
		SP:Iteration 25Q (170753.500000 sec): 3 clusters
  Score: Raw -3830408.742110 + Penalty 3471.063156 = -3826937.678954
  nChanged 13
		SP:Iteration 26Q (170753.880000 sec): 3 clusters
  Score: Raw -3830416.673828 + Penalty 3471.063156 = -3826945.610672
  nChanged 7
		SP:Iteration 27Q (170754.200000 sec): 3 clusters
  Score: Raw -3830422.660447 + Penalty 3471.063156 = -3826951.597291
  nChanged 8
		SP:Iteration 28Q (170754.600000 sec): 3 clusters
  Score: Raw -3830429.097811 + Penalty 3471.063156 = -3826958.034655
  nChanged 6
		SP:Iteration 29Q (170754.940000 sec): 3 clusters
  Score: Raw -3830433.402560 + Penalty 3471.063156 = -3826962.339404
  nChanged 5
		SP:Iteration 30Q (170755.320000 sec): 3 clusters
  Score: Raw -3830436.395307 + Penalty 3471.063156 = -3826965.332151
  nChanged 5
		SP:Iteration 31Q (170755.650000 sec): 3 clusters
  Score: Raw -3830441.444827 + Penalty 3471.063156 = -3826970.381671
  nChanged 3
		SP:Iteration 32Q (170756.010000 sec): 3 clusters
  Score: Raw -3830444.044660 + Penalty 3471.063156 = -3826972.981504
  nChanged 3
		SP:Iteration 33Q (170756.440000 sec): 3 clusters
  Score: Raw -3830446.217157 + Penalty 3471.063156 = -3826975.154001
  nChanged 1
		SP:Iteration 34Q (170756.820000 sec): 3 clusters
  Score: Raw -3830446.432939 + Penalty 3471.063156 = -3826975.369783
  nChanged 0
		SP:Iteration 35F (170757.250000 sec): 3 clusters
  Score: Raw -3830446.432939 + Penalty 3471.063156 = -3826975.369783
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 2 (6617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170757.390000 sec): 2 clusters
  Score: Raw -545016.055022 + Penalty 1429.577073 = -543586.477949
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170757.640000 sec): 3 clusters
  Score: Raw -541364.645159 + Penalty 2859.154147 = -538505.491013
  nChanged 2776
		SP:Iteration 1F (170757.870000 sec): 3 clusters
  Score: Raw -542894.707436 + Penalty 2859.154147 = -540035.553289
  nChanged 448
		SP:Iteration 2F (170758.050000 sec): 3 clusters
  Score: Raw -543106.428313 + Penalty 2859.154147 = -540247.274167
  nChanged 332
		SP:Iteration 3F (170758.290000 sec): 3 clusters
  Score: Raw -543260.175407 + Penalty 2859.154147 = -540401.021261
  nChanged 271
		SP:Iteration 4Q (170758.500000 sec): 3 clusters
  Score: Raw -543377.739757 + Penalty 2859.154147 = -540518.585610
  nChanged 249
		SP:Iteration 5Q (170758.730000 sec): 3 clusters
  Score: Raw -543501.626456 + Penalty 2859.154147 = -540642.472309
  nChanged 288
		SP:Iteration 6Q (170758.860000 sec): 3 clusters
  Score: Raw -543672.051550 + Penalty 2859.154147 = -540812.897403
  nChanged 310
		SP:Iteration 7Q (170759.050000 sec): 3 clusters
  Score: Raw -543864.662054 + Penalty 2859.154147 = -541005.507908
  nChanged 342
		SP:Iteration 8F (170759.240000 sec): 3 clusters
  Score: Raw -544118.181252 + Penalty 2859.154147 = -541259.027106
  nChanged 345
		SP:Iteration 9F (170759.480000 sec): 3 clusters
  Score: Raw -544396.392387 + Penalty 2859.154147 = -541537.238241
  nChanged 320
		SP:Iteration 10Q (170759.710000 sec): 3 clusters
  Score: Raw -544671.035565 + Penalty 2859.154147 = -541811.881419
  nChanged 279
		SP:Iteration 11Q (170759.920000 sec): 3 clusters
  Score: Raw -544916.216337 + Penalty 2859.154147 = -542057.062190
  nChanged 236
		SP:Iteration 12Q (170760.110000 sec): 3 clusters
  Score: Raw -545127.766317 + Penalty 2859.154147 = -542268.612171
  nChanged 167
		SP:Iteration 13Q (170760.280000 sec): 3 clusters
  Score: Raw -545254.191481 + Penalty 2859.154147 = -542395.037335
  nChanged 100
		SP:Iteration 14Q (170760.540000 sec): 3 clusters
  Score: Raw -545322.795942 + Penalty 2859.154147 = -542463.641795
  nChanged 55
		SP:Iteration 15Q (170760.770000 sec): 3 clusters
  Score: Raw -545364.693441 + Penalty 2859.154147 = -542505.539294
  nChanged 47
		SP:Iteration 16Q (170760.980000 sec): 3 clusters
  Score: Raw -545396.111055 + Penalty 2859.154147 = -542536.956909
  nChanged 31
		SP:Iteration 17Q (170761.160000 sec): 3 clusters
  Score: Raw -545418.837186 + Penalty 2859.154147 = -542559.683040
  nChanged 27
		SP:Iteration 18Q (170761.350000 sec): 3 clusters
  Score: Raw -545435.011430 + Penalty 2859.154147 = -542575.857283
  nChanged 13
		SP:Iteration 19Q (170761.590000 sec): 3 clusters
  Score: Raw -545443.986948 + Penalty 2859.154147 = -542584.832802
  nChanged 19
		SP:Iteration 20F (170761.780000 sec): 3 clusters
  Score: Raw -545454.805358 + Penalty 2859.154147 = -542595.651212
  nChanged 13
		SP:Iteration 21Q (170761.940000 sec): 3 clusters
  Score: Raw -545461.439330 + Penalty 2859.154147 = -542602.285183
  nChanged 6
		SP:Iteration 22Q (170762.140000 sec): 3 clusters
  Score: Raw -545465.532828 + Penalty 2859.154147 = -542606.378681
  nChanged 7
		SP:Iteration 23Q (170762.370000 sec): 3 clusters
  Score: Raw -545468.228598 + Penalty 2859.154147 = -542609.074452
  nChanged 4
		SP:Iteration 24Q (170762.540000 sec): 3 clusters
  Score: Raw -545469.974847 + Penalty 2859.154147 = -542610.820700
  nChanged 3
		SP:Iteration 25Q (170762.720000 sec): 3 clusters
  Score: Raw -545470.658059 + Penalty 2859.154147 = -542611.503912
  nChanged 0
		SP:Iteration 26F (170762.900000 sec): 3 clusters
  Score: Raw -545470.658059 + Penalty 2859.154147 = -542611.503912
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 3 (4055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170763.020000 sec): 2 clusters
  Score: Raw -342892.833780 + Penalty 1350.002220 = -341542.831561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170763.240000 sec): 3 clusters
  Score: Raw -340829.036489 + Penalty 2700.004439 = -338129.032049
  nChanged 1589
		SP:Iteration 1F (170763.410000 sec): 3 clusters
  Score: Raw -341663.549815 + Penalty 2700.004439 = -338963.545376
  nChanged 299
		SP:Iteration 2F (170763.610000 sec): 3 clusters
  Score: Raw -341821.357697 + Penalty 2700.004439 = -339121.353258
  nChanged 210
		SP:Iteration 3F (170763.800000 sec): 3 clusters
  Score: Raw -341929.983276 + Penalty 2700.004439 = -339229.978837
  nChanged 160
		SP:Iteration 4Q (170764.060000 sec): 3 clusters
  Score: Raw -342014.517842 + Penalty 2700.004439 = -339314.513402
  nChanged 141
		SP:Iteration 5Q (170764.220000 sec): 3 clusters
  Score: Raw -342073.236954 + Penalty 2700.004439 = -339373.232515
  nChanged 109
		SP:Iteration 6Q (170764.420000 sec): 3 clusters
  Score: Raw -342117.233860 + Penalty 2700.004439 = -339417.229421
  nChanged 99
		SP:Iteration 7Q (170764.580000 sec): 3 clusters
  Score: Raw -342169.591919 + Penalty 2700.004439 = -339469.587480
  nChanged 119
		SP:Iteration 8Q (170764.770000 sec): 3 clusters
  Score: Raw -342234.555149 + Penalty 2700.004439 = -339534.550710
  nChanged 123
		SP:Iteration 9Q (170764.940000 sec): 3 clusters
  Score: Raw -342318.923160 + Penalty 2700.004439 = -339618.918721
  nChanged 150
		SP:Iteration 10Q (170765.180000 sec): 3 clusters
  Score: Raw -342432.744310 + Penalty 2700.004439 = -339732.739870
  nChanged 161
		SP:Iteration 11Q (170765.370000 sec): 3 clusters
  Score: Raw -342584.525605 + Penalty 2700.004439 = -339884.521166
  nChanged 170
		SP:Iteration 12Q (170765.560000 sec): 3 clusters
  Score: Raw -342766.402142 + Penalty 2700.004439 = -340066.397703
  nChanged 183
		SP:Iteration 13Q (170765.810000 sec): 3 clusters
  Score: Raw -342961.969619 + Penalty 2700.004439 = -340261.965180
  nChanged 169
		SP:Iteration 14Q (170766.030000 sec): 3 clusters
  Score: Raw -343146.756034 + Penalty 2700.004439 = -340446.751595
  nChanged 148
		SP:Iteration 15Q (170766.260000 sec): 3 clusters
  Score: Raw -343309.884939 + Penalty 2700.004439 = -340609.880500
  nChanged 146
		SP:Iteration 16Q (170766.500000 sec): 3 clusters
  Score: Raw -343473.864838 + Penalty 2700.004439 = -340773.860399
  nChanged 131
		SP:Iteration 17Q (170766.700000 sec): 3 clusters
  Score: Raw -343612.632846 + Penalty 2700.004439 = -340912.628407
  nChanged 106
		SP:Iteration 18Q (170766.960000 sec): 3 clusters
  Score: Raw -343717.924328 + Penalty 2700.004439 = -341017.919889
  nChanged 83
		SP:Iteration 19Q (170767.180000 sec): 3 clusters
  Score: Raw -343783.715856 + Penalty 2700.004439 = -341083.711417
  nChanged 63
		SP:Iteration 20F (170767.350000 sec): 3 clusters
  Score: Raw -343824.000221 + Penalty 2700.004439 = -341123.995782
  nChanged 40
		SP:Iteration 21Q (170767.520000 sec): 3 clusters
  Score: Raw -343844.711746 + Penalty 2700.004439 = -341144.707307
  nChanged 22
		SP:Iteration 22Q (170767.690000 sec): 3 clusters
  Score: Raw -343854.725756 + Penalty 2700.004439 = -341154.721317
  nChanged 13
		SP:Iteration 23Q (170767.850000 sec): 3 clusters
  Score: Raw -343858.908893 + Penalty 2700.004439 = -341158.904454
  nChanged 7
		SP:Iteration 24Q (170768.010000 sec): 3 clusters
  Score: Raw -343860.471170 + Penalty 2700.004439 = -341160.466731
  nChanged 1
		SP:Iteration 25Q (170768.220000 sec): 3 clusters
  Score: Raw -343860.902087 + Penalty 2700.004439 = -341160.897648
  nChanged 0
		SP:Iteration 26F (170768.460000 sec): 3 clusters
  Score: Raw -343860.902087 + Penalty 2700.004439 = -341160.897648
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 4 (16646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170768.660000 sec): 2 clusters
  Score: Raw -1593178.581238 + Penalty 1579.487849 = -1591599.093389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170768.880000 sec): 3 clusters
  Score: Raw -1583266.072352 + Penalty 3158.975699 = -1580107.096654
  nChanged 7400
		SP:Iteration 1F (170769.120000 sec): 3 clusters
  Score: Raw -1587205.602248 + Penalty 3158.975699 = -1584046.626550
  nChanged 734
		SP:Iteration 2Q (170769.410000 sec): 3 clusters
  Score: Raw -1587442.014417 + Penalty 3158.975699 = -1584283.038718
  nChanged 692
		SP:Iteration 3Q (170769.670000 sec): 3 clusters
  Score: Raw -1587661.506440 + Penalty 3158.975699 = -1584502.530741
  nChanged 636
		SP:Iteration 4Q (170769.960000 sec): 3 clusters
  Score: Raw -1587860.116850 + Penalty 3158.975699 = -1584701.141151
  nChanged 591
		SP:Iteration 5Q (170770.240000 sec): 3 clusters
  Score: Raw -1588063.848397 + Penalty 3158.975699 = -1584904.872699
  nChanged 632
		SP:Iteration 6Q (170770.510000 sec): 3 clusters
  Score: Raw -1588316.079568 + Penalty 3158.975699 = -1585157.103869
  nChanged 717
		SP:Iteration 7Q (170770.790000 sec): 3 clusters
  Score: Raw -1588644.186282 + Penalty 3158.975699 = -1585485.210583
  nChanged 837
		SP:Iteration 8F (170771.110000 sec): 3 clusters
  Score: Raw -1589144.967835 + Penalty 3158.975699 = -1585985.992136
  nChanged 1045
		SP:Iteration 9F (170771.370000 sec): 3 clusters
  Score: Raw -1589889.586562 + Penalty 3158.975699 = -1586730.610863
  nChanged 1139
		SP:Iteration 10F (170771.650000 sec): 3 clusters
  Score: Raw -1590833.247801 + Penalty 3158.975699 = -1587674.272102
  nChanged 1036
		SP:Iteration 11F (170771.890000 sec): 3 clusters
  Score: Raw -1591779.670945 + Penalty 3158.975699 = -1588620.695246
  nChanged 765
		SP:Iteration 12Q (170772.180000 sec): 3 clusters
  Score: Raw -1592495.764725 + Penalty 3158.975699 = -1589336.789026
  nChanged 434
		SP:Iteration 13Q (170772.440000 sec): 3 clusters
  Score: Raw -1592917.471188 + Penalty 3158.975699 = -1589758.495489
  nChanged 192
		SP:Iteration 14Q (170772.700000 sec): 3 clusters
  Score: Raw -1593120.187950 + Penalty 3158.975699 = -1589961.212252
  nChanged 94
		SP:Iteration 15Q (170772.980000 sec): 3 clusters
  Score: Raw -1593228.462791 + Penalty 3158.975699 = -1590069.487093
  nChanged 47
		SP:Iteration 16Q (170773.230000 sec): 3 clusters
  Score: Raw -1593290.858708 + Penalty 3158.975699 = -1590131.883010
  nChanged 30
		SP:Iteration 17Q (170773.450000 sec): 3 clusters
  Score: Raw -1593343.086011 + Penalty 3158.975699 = -1590184.110312
  nChanged 14
		SP:Iteration 18Q (170773.750000 sec): 3 clusters
  Score: Raw -1593367.173551 + Penalty 3158.975699 = -1590208.197852
  nChanged 2
		SP:Iteration 19Q (170774.050000 sec): 3 clusters
  Score: Raw -1593369.372771 + Penalty 3158.975699 = -1590210.397073
  nChanged 5
		SP:Iteration 20F (170774.280000 sec): 3 clusters
  Score: Raw -1593376.554838 + Penalty 3158.975699 = -1590217.579139
  nChanged 2
		SP:Iteration 21Q (170774.530000 sec): 3 clusters
  Score: Raw -1593378.427743 + Penalty 3158.975699 = -1590219.452044
  nChanged 1
		SP:Iteration 22Q (170774.780000 sec): 3 clusters
  Score: Raw -1593379.365274 + Penalty 3158.975699 = -1590220.389575
  nChanged 1
		SP:Iteration 23Q (170775.020000 sec): 3 clusters
  Score: Raw -1593380.451549 + Penalty 3158.975699 = -1590221.475851
  nChanged 1
		SP:Iteration 24Q (170775.310000 sec): 3 clusters
  Score: Raw -1593380.859302 + Penalty 3158.975699 = -1590221.883603
  nChanged 0
		SP:Iteration 25F (170775.570000 sec): 3 clusters
  Score: Raw -1593380.859302 + Penalty 3158.975699 = -1590221.883603
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 5 (162536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170776.280000 sec): 2 clusters
  Score: Raw -13921018.755111 + Penalty 1949.781404 = -13919068.973707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170777.180000 sec): 3 clusters
  Score: Raw -13814119.859580 + Penalty 3899.562808 = -13810220.296772
  nChanged 78238
		SP:Iteration 1F (170778.020000 sec): 3 clusters
  Score: Raw -13861912.590934 + Penalty 3899.562808 = -13858013.028126
  nChanged 6268
		SP:Iteration 2Q (170778.920000 sec): 3 clusters
  Score: Raw -13864259.565581 + Penalty 3899.562808 = -13860360.002772
  nChanged 7380
		SP:Iteration 3Q (170779.810000 sec): 3 clusters
  Score: Raw -13867601.915984 + Penalty 3899.562808 = -13863702.353175
  nChanged 8506
		SP:Iteration 4F (170780.630000 sec): 3 clusters
  Score: Raw -13872173.148591 + Penalty 3899.562808 = -13868273.585783
  nChanged 9375
		SP:Iteration 5F (170781.400000 sec): 3 clusters
  Score: Raw -13877915.514411 + Penalty 3899.562808 = -13874015.951603
  nChanged 10046
		SP:Iteration 6F (170782.220000 sec): 3 clusters
  Score: Raw -13884523.396448 + Penalty 3899.562808 = -13880623.833640
  nChanged 9834
		SP:Iteration 7F (170782.990000 sec): 3 clusters
  Score: Raw -13891333.047195 + Penalty 3899.562808 = -13887433.484387
  nChanged 9193
		SP:Iteration 8F (170783.870000 sec): 3 clusters
  Score: Raw -13897885.662069 + Penalty 3899.562808 = -13893986.099261
  nChanged 7997
		SP:Iteration 9Q (170784.710000 sec): 3 clusters
  Score: Raw -13903588.429131 + Penalty 3899.562808 = -13899688.866323
  nChanged 6588
		SP:Iteration 10Q (170785.500000 sec): 3 clusters
  Score: Raw -13908102.022332 + Penalty 3899.562808 = -13904202.459524
  nChanged 5246
		SP:Iteration 11Q (170786.340000 sec): 3 clusters
  Score: Raw -13911512.320622 + Penalty 3899.562808 = -13907612.757814
  nChanged 4057
		SP:Iteration 12Q (170787.080000 sec): 3 clusters
  Score: Raw -13914005.357144 + Penalty 3899.562808 = -13910105.794336
  nChanged 3236
		SP:Iteration 13Q (170787.940000 sec): 3 clusters
  Score: Raw -13915929.648553 + Penalty 3899.562808 = -13912030.085745
  nChanged 2733
		SP:Iteration 14Q (170788.780000 sec): 3 clusters
  Score: Raw -13917476.228987 + Penalty 3899.562808 = -13913576.666179
  nChanged 2214
		SP:Iteration 15Q (170789.640000 sec): 3 clusters
  Score: Raw -13918698.841171 + Penalty 3899.562808 = -13914799.278363
  nChanged 1834
		SP:Iteration 16Q (170790.360000 sec): 3 clusters
  Score: Raw -13919666.047183 + Penalty 3899.562808 = -13915766.484375
  nChanged 1447
		SP:Iteration 17Q (170791.200000 sec): 3 clusters
  Score: Raw -13920381.736202 + Penalty 3899.562808 = -13916482.173394
  nChanged 1166
		SP:Iteration 18Q (170792.090000 sec): 3 clusters
  Score: Raw -13920956.956808 + Penalty 3899.562808 = -13917057.394000
  nChanged 965
		SP:Iteration 19Q (170793.010000 sec): 3 clusters
  Score: Raw -13921412.172241 + Penalty 3899.562808 = -13917512.609433
  nChanged 806
		SP:Iteration 20F (170794.000000 sec): 3 clusters
  Score: Raw -13921762.912532 + Penalty 3899.562808 = -13917863.349723
  nChanged 644
		SP:Iteration 21Q (170794.950000 sec): 3 clusters
  Score: Raw -13922006.792967 + Penalty 3899.562808 = -13918107.230158
  nChanged 536
		SP:Iteration 22Q (170795.840000 sec): 3 clusters
  Score: Raw -13922187.597639 + Penalty 3899.562808 = -13918288.034831
  nChanged 423
		SP:Iteration 23Q (170796.750000 sec): 3 clusters
  Score: Raw -13922321.125125 + Penalty 3899.562808 = -13918421.562317
  nChanged 360
		SP:Iteration 24Q (170797.630000 sec): 3 clusters
  Score: Raw -13922418.235953 + Penalty 3899.562808 = -13918518.673145
  nChanged 287
		SP:Iteration 25Q (170798.450000 sec): 3 clusters
  Score: Raw -13922480.952894 + Penalty 3899.562808 = -13918581.390085
  nChanged 229
		SP:Iteration 26Q (170799.330000 sec): 3 clusters
  Score: Raw -13922526.966076 + Penalty 3899.562808 = -13918627.403268
  nChanged 169
		SP:Iteration 27Q (170800.180000 sec): 3 clusters
  Score: Raw -13922557.260822 + Penalty 3899.562808 = -13918657.698014
  nChanged 147
		SP:Iteration 28Q (170801.030000 sec): 3 clusters
  Score: Raw -13922583.154989 + Penalty 3899.562808 = -13918683.592181
  nChanged 149
		SP:Iteration 29Q (170801.810000 sec): 3 clusters
  Score: Raw -13922606.287684 + Penalty 3899.562808 = -13918706.724876
  nChanged 114
		SP:Iteration 30Q (170802.660000 sec): 3 clusters
  Score: Raw -13922623.976151 + Penalty 3899.562808 = -13918724.413342
  nChanged 96
		SP:Iteration 31Q (170803.490000 sec): 3 clusters
  Score: Raw -13922638.401533 + Penalty 3899.562808 = -13918738.838725
  nChanged 106
		SP:Iteration 32Q (170804.340000 sec): 3 clusters
  Score: Raw -13922651.934589 + Penalty 3899.562808 = -13918752.371780
  nChanged 77
		SP:Iteration 33Q (170805.130000 sec): 3 clusters
  Score: Raw -13922661.267204 + Penalty 3899.562808 = -13918761.704396
  nChanged 69
		SP:Iteration 34Q (170805.910000 sec): 3 clusters
  Score: Raw -13922669.710171 + Penalty 3899.562808 = -13918770.147362
  nChanged 74
		SP:Iteration 35Q (170806.580000 sec): 3 clusters
  Score: Raw -13922678.544810 + Penalty 3899.562808 = -13918778.982001
  nChanged 62
		SP:Iteration 36Q (170807.220000 sec): 3 clusters
  Score: Raw -13922685.116148 + Penalty 3899.562808 = -13918785.553340
  nChanged 46
		SP:Iteration 37Q (170807.970000 sec): 3 clusters
  Score: Raw -13922691.843358 + Penalty 3899.562808 = -13918792.280550
  nChanged 51
		SP:Iteration 38Q (170808.670000 sec): 3 clusters
  Score: Raw -13922697.126224 + Penalty 3899.562808 = -13918797.563416
  nChanged 41
		SP:Iteration 39Q (170809.340000 sec): 3 clusters
  Score: Raw -13922701.400494 + Penalty 3899.562808 = -13918801.837686
  nChanged 34
		SP:Iteration 40F (170810.170000 sec): 3 clusters
  Score: Raw -13922704.826402 + Penalty 3899.562808 = -13918805.263594
  nChanged 25
		SP:Iteration 41Q (170810.970000 sec): 3 clusters
  Score: Raw -13922707.219841 + Penalty 3899.562808 = -13918807.657033
  nChanged 24
		SP:Iteration 42Q (170811.680000 sec): 3 clusters
  Score: Raw -13922709.234362 + Penalty 3899.562808 = -13918809.671554
  nChanged 17
		SP:Iteration 43Q (170812.480000 sec): 3 clusters
  Score: Raw -13922710.368105 + Penalty 3899.562808 = -13918810.805297
  nChanged 15
		SP:Iteration 44Q (170813.270000 sec): 3 clusters
  Score: Raw -13922711.267855 + Penalty 3899.562808 = -13918811.705046
  nChanged 14
		SP:Iteration 45Q (170814.130000 sec): 3 clusters
  Score: Raw -13922712.666067 + Penalty 3899.562808 = -13918813.103259
  nChanged 15
		SP:Iteration 46Q (170815.020000 sec): 3 clusters
  Score: Raw -13922713.782894 + Penalty 3899.562808 = -13918814.220086
  nChanged 9
		SP:Iteration 47Q (170815.930000 sec): 3 clusters
  Score: Raw -13922714.484452 + Penalty 3899.562808 = -13918814.921644
  nChanged 9
		SP:Iteration 48Q (170816.870000 sec): 3 clusters
  Score: Raw -13922714.968647 + Penalty 3899.562808 = -13918815.405838
  nChanged 5
		SP:Iteration 49Q (170817.910000 sec): 3 clusters
  Score: Raw -13922715.393993 + Penalty 3899.562808 = -13918815.831184
  nChanged 7
		SP:Iteration 50Q (170818.750000 sec): 3 clusters
  Score: Raw -13922715.911311 + Penalty 3899.562808 = -13918816.348503
  nChanged 6
		SP:Iteration 51Q (170819.520000 sec): 3 clusters
  Score: Raw -13922716.659578 + Penalty 3899.562808 = -13918817.096770
  nChanged 8
		SP:Iteration 52Q (170820.240000 sec): 3 clusters
  Score: Raw -13922717.428494 + Penalty 3899.562808 = -13918817.865685
  nChanged 5
		SP:Iteration 53Q (170820.950000 sec): 3 clusters
  Score: Raw -13922717.747848 + Penalty 3899.562808 = -13918818.185040
  nChanged 6
		SP:Iteration 54Q (170821.630000 sec): 3 clusters
  Score: Raw -13922718.117609 + Penalty 3899.562808 = -13918818.554801
  nChanged 5
		SP:Iteration 55Q (170822.310000 sec): 3 clusters
  Score: Raw -13922718.495724 + Penalty 3899.562808 = -13918818.932916
  nChanged 5
		SP:Iteration 56Q (170823.070000 sec): 3 clusters
  Score: Raw -13922718.837132 + Penalty 3899.562808 = -13918819.274324
  nChanged 4
		SP:Iteration 57Q (170823.880000 sec): 3 clusters
  Score: Raw -13922719.125387 + Penalty 3899.562808 = -13918819.562579
  nChanged 2
		SP:Iteration 58Q (170824.650000 sec): 3 clusters
  Score: Raw -13922719.235177 + Penalty 3899.562808 = -13918819.672369
  nChanged 2
		SP:Iteration 59Q (170825.430000 sec): 3 clusters
  Score: Raw -13922719.369484 + Penalty 3899.562808 = -13918819.806675
  nChanged 2
		SP:Iteration 60F (170826.270000 sec): 3 clusters
  Score: Raw -13922719.503483 + Penalty 3899.562808 = -13918819.940675
  nChanged 2
		SP:Iteration 61Q (170826.970000 sec): 3 clusters
  Score: Raw -13922719.588126 + Penalty 3899.562808 = -13918820.025317
  nChanged 2
		SP:Iteration 62Q (170827.770000 sec): 3 clusters
  Score: Raw -13922719.658921 + Penalty 3899.562808 = -13918820.096112
  nChanged 0
		SP:Iteration 63F (170828.570000 sec): 3 clusters
  Score: Raw -13922719.658921 + Penalty 3899.562808 = -13918820.096112
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 6 (27904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170828.810000 sec): 2 clusters
  Score: Raw -2280437.391277 + Penalty 1663.435366 = -2278773.955912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170829.110000 sec): 3 clusters
  Score: Raw -2263301.860159 + Penalty 3326.870731 = -2259974.989428
  nChanged 12907
		SP:Iteration 1F (170829.400000 sec): 3 clusters
  Score: Raw -2270917.866979 + Penalty 3326.870731 = -2267590.996248
  nChanged 1913
		SP:Iteration 2F (170829.670000 sec): 3 clusters
  Score: Raw -2272227.830121 + Penalty 3326.870731 = -2268900.959390
  nChanged 2167
		SP:Iteration 3F (170829.980000 sec): 3 clusters
  Score: Raw -2273864.763479 + Penalty 3326.870731 = -2270537.892748
  nChanged 2143
		SP:Iteration 4F (170830.270000 sec): 3 clusters
  Score: Raw -2275337.474192 + Penalty 3326.870731 = -2272010.603461
  nChanged 1810
		SP:Iteration 5F (170830.610000 sec): 3 clusters
  Score: Raw -2276409.277573 + Penalty 3326.870731 = -2273082.406842
  nChanged 1467
		SP:Iteration 6F (170830.930000 sec): 3 clusters
  Score: Raw -2277093.920663 + Penalty 3326.870731 = -2273767.049932
  nChanged 1078
		SP:Iteration 7Q (170831.210000 sec): 3 clusters
  Score: Raw -2277496.123188 + Penalty 3326.870731 = -2274169.252456
  nChanged 791
		SP:Iteration 8Q (170831.540000 sec): 3 clusters
  Score: Raw -2277719.243932 + Penalty 3326.870731 = -2274392.373201
  nChanged 535
		SP:Iteration 9Q (170831.870000 sec): 3 clusters
  Score: Raw -2277842.298918 + Penalty 3326.870731 = -2274515.428187
  nChanged 436
		SP:Iteration 10Q (170832.120000 sec): 3 clusters
  Score: Raw -2277943.768495 + Penalty 3326.870731 = -2274616.897764
  nChanged 377
		SP:Iteration 11Q (170832.440000 sec): 3 clusters
  Score: Raw -2278047.080320 + Penalty 3326.870731 = -2274720.209589
  nChanged 388
		SP:Iteration 12Q (170832.710000 sec): 3 clusters
  Score: Raw -2278164.538147 + Penalty 3326.870731 = -2274837.667416
  nChanged 420
		SP:Iteration 13Q (170833.040000 sec): 3 clusters
  Score: Raw -2278300.212008 + Penalty 3326.870731 = -2274973.341276
  nChanged 430
		SP:Iteration 14Q (170833.280000 sec): 3 clusters
  Score: Raw -2278420.876480 + Penalty 3326.870731 = -2275094.005749
  nChanged 417
		SP:Iteration 15Q (170833.590000 sec): 3 clusters
  Score: Raw -2278528.701404 + Penalty 3326.870731 = -2275201.830673
  nChanged 357
		SP:Iteration 16Q (170833.910000 sec): 3 clusters
  Score: Raw -2278607.436132 + Penalty 3326.870731 = -2275280.565400
  nChanged 309
		SP:Iteration 17Q (170834.200000 sec): 3 clusters
  Score: Raw -2278671.282382 + Penalty 3326.870731 = -2275344.411651
  nChanged 308
		SP:Iteration 18Q (170834.470000 sec): 3 clusters
  Score: Raw -2278730.450967 + Penalty 3326.870731 = -2275403.580235
  nChanged 276
		SP:Iteration 19Q (170834.740000 sec): 3 clusters
  Score: Raw -2278781.219506 + Penalty 3326.870731 = -2275454.348775
  nChanged 240
		SP:Iteration 20F (170835.010000 sec): 3 clusters
  Score: Raw -2278819.290331 + Penalty 3326.870731 = -2275492.419600
  nChanged 210
		SP:Iteration 21Q (170835.290000 sec): 3 clusters
  Score: Raw -2278850.341137 + Penalty 3326.870731 = -2275523.470406
  nChanged 200
		SP:Iteration 22Q (170835.610000 sec): 3 clusters
  Score: Raw -2278877.910937 + Penalty 3326.870731 = -2275551.040206
  nChanged 166
		SP:Iteration 23Q (170835.890000 sec): 3 clusters
  Score: Raw -2278899.192057 + Penalty 3326.870731 = -2275572.321326
  nChanged 160
		SP:Iteration 24Q (170836.260000 sec): 3 clusters
  Score: Raw -2278922.245854 + Penalty 3326.870731 = -2275595.375123
  nChanged 172
		SP:Iteration 25Q (170836.510000 sec): 3 clusters
  Score: Raw -2278947.318140 + Penalty 3326.870731 = -2275620.447409
  nChanged 150
		SP:Iteration 26Q (170836.830000 sec): 3 clusters
  Score: Raw -2278965.659031 + Penalty 3326.870731 = -2275638.788300
  nChanged 140
		SP:Iteration 27Q (170837.100000 sec): 3 clusters
  Score: Raw -2278983.321458 + Penalty 3326.870731 = -2275656.450727
  nChanged 147
		SP:Iteration 28Q (170837.470000 sec): 3 clusters
  Score: Raw -2279003.183384 + Penalty 3326.870731 = -2275676.312653
  nChanged 149
		SP:Iteration 29Q (170837.710000 sec): 3 clusters
  Score: Raw -2279021.587524 + Penalty 3326.870731 = -2275694.716793
  nChanged 132
		SP:Iteration 30Q (170838.040000 sec): 3 clusters
  Score: Raw -2279037.122688 + Penalty 3326.870731 = -2275710.251957
  nChanged 114
		SP:Iteration 31Q (170838.310000 sec): 3 clusters
  Score: Raw -2279050.816355 + Penalty 3326.870731 = -2275723.945624
  nChanged 121
		SP:Iteration 32Q (170838.620000 sec): 3 clusters
  Score: Raw -2279065.457414 + Penalty 3326.870731 = -2275738.586683
  nChanged 119
		SP:Iteration 33Q (170838.840000 sec): 3 clusters
  Score: Raw -2279080.338659 + Penalty 3326.870731 = -2275753.467928
  nChanged 127
		SP:Iteration 34Q (170839.140000 sec): 3 clusters
  Score: Raw -2279098.714197 + Penalty 3326.870731 = -2275771.843466
  nChanged 142
		SP:Iteration 35Q (170839.410000 sec): 3 clusters
  Score: Raw -2279123.688908 + Penalty 3326.870731 = -2275796.818177
  nChanged 156
		SP:Iteration 36Q (170839.760000 sec): 3 clusters
  Score: Raw -2279148.976537 + Penalty 3326.870731 = -2275822.105805
  nChanged 155
		SP:Iteration 37Q (170840.060000 sec): 3 clusters
  Score: Raw -2279175.317916 + Penalty 3326.870731 = -2275848.447185
  nChanged 157
		SP:Iteration 38Q (170840.360000 sec): 3 clusters
  Score: Raw -2279203.803766 + Penalty 3326.870731 = -2275876.933035
  nChanged 169
		SP:Iteration 39Q (170840.650000 sec): 3 clusters
  Score: Raw -2279231.747841 + Penalty 3326.870731 = -2275904.877110
  nChanged 172
		SP:Iteration 40F (170840.940000 sec): 3 clusters
  Score: Raw -2279259.889272 + Penalty 3326.870731 = -2275933.018540
  nChanged 155
		SP:Iteration 41Q (170841.260000 sec): 3 clusters
  Score: Raw -2279289.396392 + Penalty 3326.870731 = -2275962.525661
  nChanged 171
		SP:Iteration 42Q (170841.610000 sec): 3 clusters
  Score: Raw -2279321.969697 + Penalty 3326.870731 = -2275995.098966
  nChanged 196
		SP:Iteration 43Q (170841.890000 sec): 3 clusters
  Score: Raw -2279359.291526 + Penalty 3326.870731 = -2276032.420794
  nChanged 210
		SP:Iteration 44Q (170842.160000 sec): 3 clusters
  Score: Raw -2279398.666198 + Penalty 3326.870731 = -2276071.795467
  nChanged 192
		SP:Iteration 45Q (170842.480000 sec): 3 clusters
  Score: Raw -2279437.220448 + Penalty 3326.870731 = -2276110.349716
  nChanged 194
		SP:Iteration 46Q (170842.800000 sec): 3 clusters
  Score: Raw -2279474.019236 + Penalty 3326.870731 = -2276147.148504
  nChanged 185
		SP:Iteration 47Q (170843.060000 sec): 3 clusters
  Score: Raw -2279513.931000 + Penalty 3326.870731 = -2276187.060268
  nChanged 194
		SP:Iteration 48Q (170843.340000 sec): 3 clusters
  Score: Raw -2279559.335033 + Penalty 3326.870731 = -2276232.464302
  nChanged 199
		SP:Iteration 49Q (170843.600000 sec): 3 clusters
  Score: Raw -2279611.712648 + Penalty 3326.870731 = -2276284.841917
  nChanged 206
		SP:Iteration 50Q (170843.890000 sec): 3 clusters
  Score: Raw -2279671.532829 + Penalty 3326.870731 = -2276344.662098
  nChanged 239
		SP:Iteration 51Q (170844.180000 sec): 3 clusters
  Score: Raw -2279749.100146 + Penalty 3326.870731 = -2276422.229414
  nChanged 271
		SP:Iteration 52Q (170844.520000 sec): 3 clusters
  Score: Raw -2279833.770712 + Penalty 3326.870731 = -2276506.899981
  nChanged 251
		SP:Iteration 53Q (170844.810000 sec): 3 clusters
  Score: Raw -2279904.235485 + Penalty 3326.870731 = -2276577.364754
  nChanged 270
		SP:Iteration 54Q (170845.070000 sec): 3 clusters
  Score: Raw -2279977.733378 + Penalty 3326.870731 = -2276650.862646
  nChanged 257
		SP:Iteration 55Q (170845.400000 sec): 3 clusters
  Score: Raw -2280047.306036 + Penalty 3326.870731 = -2276720.435304
  nChanged 247
		SP:Iteration 56Q (170845.690000 sec): 3 clusters
  Score: Raw -2280114.255527 + Penalty 3326.870731 = -2276787.384795
  nChanged 238
		SP:Iteration 57Q (170845.950000 sec): 3 clusters
  Score: Raw -2280178.157496 + Penalty 3326.870731 = -2276851.286765
  nChanged 226
		SP:Iteration 58Q (170846.220000 sec): 3 clusters
  Score: Raw -2280235.332711 + Penalty 3326.870731 = -2276908.461979
  nChanged 226
		SP:Iteration 59Q (170846.530000 sec): 3 clusters
  Score: Raw -2280287.581117 + Penalty 3326.870731 = -2276960.710386
  nChanged 216
		SP:Iteration 60F (170846.810000 sec): 3 clusters
  Score: Raw -2280334.671911 + Penalty 3326.870731 = -2277007.801180
  nChanged 193
		SP:Iteration 61Q (170847.080000 sec): 3 clusters
  Score: Raw -2280373.940418 + Penalty 3326.870731 = -2277047.069686
  nChanged 172
		SP:Iteration 62Q (170847.350000 sec): 3 clusters
  Score: Raw -2280411.012387 + Penalty 3326.870731 = -2277084.141656
  nChanged 188
		SP:Iteration 63Q (170847.630000 sec): 3 clusters
  Score: Raw -2280448.665378 + Penalty 3326.870731 = -2277121.794647
  nChanged 173
		SP:Iteration 64Q (170847.930000 sec): 3 clusters
  Score: Raw -2280480.796833 + Penalty 3326.870731 = -2277153.926102
  nChanged 164
		SP:Iteration 65Q (170848.200000 sec): 3 clusters
  Score: Raw -2280511.727184 + Penalty 3326.870731 = -2277184.856452
  nChanged 166
		SP:Iteration 66Q (170848.500000 sec): 3 clusters
  Score: Raw -2280543.340467 + Penalty 3326.870731 = -2277216.469735
  nChanged 159
		SP:Iteration 67Q (170848.810000 sec): 3 clusters
  Score: Raw -2280575.220833 + Penalty 3326.870731 = -2277248.350102
  nChanged 170
		SP:Iteration 68Q (170849.080000 sec): 3 clusters
  Score: Raw -2280609.028334 + Penalty 3326.870731 = -2277282.157602
  nChanged 154
		SP:Iteration 69Q (170849.400000 sec): 3 clusters
  Score: Raw -2280642.400745 + Penalty 3326.870731 = -2277315.530013
  nChanged 150
		SP:Iteration 70Q (170849.690000 sec): 3 clusters
  Score: Raw -2280671.132739 + Penalty 3326.870731 = -2277344.262008
  nChanged 136
		SP:Iteration 71Q (170849.980000 sec): 3 clusters
  Score: Raw -2280698.882044 + Penalty 3326.870731 = -2277372.011313
  nChanged 141
		SP:Iteration 72Q (170850.260000 sec): 3 clusters
  Score: Raw -2280725.527071 + Penalty 3326.870731 = -2277398.656340
  nChanged 123
		SP:Iteration 73Q (170850.550000 sec): 3 clusters
  Score: Raw -2280745.948490 + Penalty 3326.870731 = -2277419.077759
  nChanged 113
		SP:Iteration 74Q (170850.780000 sec): 3 clusters
  Score: Raw -2280768.466263 + Penalty 3326.870731 = -2277441.595532
  nChanged 137
		SP:Iteration 75Q (170851.080000 sec): 3 clusters
  Score: Raw -2280798.725076 + Penalty 3326.870731 = -2277471.854344
  nChanged 124
		SP:Iteration 76Q (170851.420000 sec): 3 clusters
  Score: Raw -2280827.734127 + Penalty 3326.870731 = -2277500.863396
  nChanged 136
		SP:Iteration 77Q (170851.660000 sec): 3 clusters
  Score: Raw -2280860.838943 + Penalty 3326.870731 = -2277533.968212
  nChanged 146
		SP:Iteration 78Q (170851.950000 sec): 3 clusters
  Score: Raw -2280896.932843 + Penalty 3326.870731 = -2277570.062112
  nChanged 138
		SP:Iteration 79Q (170852.230000 sec): 3 clusters
  Score: Raw -2280932.197714 + Penalty 3326.870731 = -2277605.326982
  nChanged 138
		SP:Iteration 80F (170852.480000 sec): 3 clusters
  Score: Raw -2280969.130433 + Penalty 3326.870731 = -2277642.259702
  nChanged 141
		SP:Iteration 81Q (170852.760000 sec): 3 clusters
  Score: Raw -2281005.855294 + Penalty 3326.870731 = -2277678.984563
  nChanged 131
		SP:Iteration 82Q (170853.090000 sec): 3 clusters
  Score: Raw -2281039.931801 + Penalty 3326.870731 = -2277713.061070
  nChanged 133
		SP:Iteration 83Q (170853.360000 sec): 3 clusters
  Score: Raw -2281075.940963 + Penalty 3326.870731 = -2277749.070232
  nChanged 119
		SP:Iteration 84Q (170853.640000 sec): 3 clusters
  Score: Raw -2281108.774024 + Penalty 3326.870731 = -2277781.903292
  nChanged 123
		SP:Iteration 85Q (170853.880000 sec): 3 clusters
  Score: Raw -2281138.596059 + Penalty 3326.870731 = -2277811.725328
  nChanged 104
		SP:Iteration 86Q (170854.180000 sec): 3 clusters
  Score: Raw -2281161.709462 + Penalty 3326.870731 = -2277834.838731
  nChanged 105
		SP:Iteration 87Q (170854.420000 sec): 3 clusters
  Score: Raw -2281186.322028 + Penalty 3326.870731 = -2277859.451297
  nChanged 99
		SP:Iteration 88Q (170854.700000 sec): 3 clusters
  Score: Raw -2281210.413214 + Penalty 3326.870731 = -2277883.542483
  nChanged 74
		SP:Iteration 89Q (170854.980000 sec): 3 clusters
  Score: Raw -2281229.556956 + Penalty 3326.870731 = -2277902.686225
  nChanged 80
		SP:Iteration 90Q (170855.280000 sec): 3 clusters
  Score: Raw -2281248.938404 + Penalty 3326.870731 = -2277922.067673
  nChanged 77
		SP:Iteration 91Q (170855.550000 sec): 3 clusters
  Score: Raw -2281268.025233 + Penalty 3326.870731 = -2277941.154501
  nChanged 65
		SP:Iteration 92Q (170855.820000 sec): 3 clusters
  Score: Raw -2281283.901858 + Penalty 3326.870731 = -2277957.031126
  nChanged 65
		SP:Iteration 93Q (170856.120000 sec): 3 clusters
  Score: Raw -2281300.332147 + Penalty 3326.870731 = -2277973.461415
  nChanged 71
		SP:Iteration 94Q (170856.370000 sec): 3 clusters
  Score: Raw -2281318.178005 + Penalty 3326.870731 = -2277991.307273
  nChanged 70
		SP:Iteration 95Q (170856.640000 sec): 3 clusters
  Score: Raw -2281332.955825 + Penalty 3326.870731 = -2278006.085094
  nChanged 63
		SP:Iteration 96Q (170856.980000 sec): 3 clusters
  Score: Raw -2281347.529192 + Penalty 3326.870731 = -2278020.658460
  nChanged 63
		SP:Iteration 97Q (170857.250000 sec): 3 clusters
  Score: Raw -2281359.975959 + Penalty 3326.870731 = -2278033.105228
  nChanged 46
		SP:Iteration 98Q (170857.530000 sec): 3 clusters
  Score: Raw -2281368.729750 + Penalty 3326.870731 = -2278041.859019
  nChanged 39
		SP:Iteration 99Q (170857.800000 sec): 3 clusters
  Score: Raw -2281377.247478 + Penalty 3326.870731 = -2278050.376747
  nChanged 38
		SP:Iteration 100F (170858.130000 sec): 3 clusters
  Score: Raw -2281385.835730 + Penalty 3326.870731 = -2278058.964999
  nChanged 37
		SP:Iteration 101Q (170858.420000 sec): 3 clusters
  Score: Raw -2281392.080735 + Penalty 3326.870731 = -2278065.210004
  nChanged 31
		SP:Iteration 102Q (170858.640000 sec): 3 clusters
  Score: Raw -2281397.102166 + Penalty 3326.870731 = -2278070.231435
  nChanged 26
		SP:Iteration 103Q (170858.950000 sec): 3 clusters
  Score: Raw -2281401.305277 + Penalty 3326.870731 = -2278074.434545
  nChanged 23
		SP:Iteration 104Q (170859.240000 sec): 3 clusters
  Score: Raw -2281405.920101 + Penalty 3326.870731 = -2278079.049369
  nChanged 27
		SP:Iteration 105Q (170859.520000 sec): 3 clusters
  Score: Raw -2281409.961778 + Penalty 3326.870731 = -2278083.091047
  nChanged 20
		SP:Iteration 106Q (170859.850000 sec): 3 clusters
  Score: Raw -2281412.934718 + Penalty 3326.870731 = -2278086.063987
  nChanged 11
		SP:Iteration 107Q (170860.160000 sec): 3 clusters
  Score: Raw -2281414.592152 + Penalty 3326.870731 = -2278087.721421
  nChanged 12
		SP:Iteration 108Q (170860.430000 sec): 3 clusters
  Score: Raw -2281416.817412 + Penalty 3326.870731 = -2278089.946681
  nChanged 20
		SP:Iteration 109Q (170860.710000 sec): 3 clusters
  Score: Raw -2281420.466297 + Penalty 3326.870731 = -2278093.595566
  nChanged 15
		SP:Iteration 110Q (170861.050000 sec): 3 clusters
  Score: Raw -2281422.099942 + Penalty 3326.870731 = -2278095.229211
  nChanged 7
		SP:Iteration 111Q (170861.340000 sec): 3 clusters
  Score: Raw -2281422.615289 + Penalty 3326.870731 = -2278095.744557
  nChanged 0
		SP:Iteration 112F (170861.600000 sec): 3 clusters
  Score: Raw -2281422.615289 + Penalty 3326.870731 = -2278095.744557
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 7 (5484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170861.760000 sec): 2 clusters
  Score: Raw -437543.896669 + Penalty 1399.058382 = -436144.838288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170861.980000 sec): 3 clusters
  Score: Raw -434656.380887 + Penalty 2798.116763 = -431858.264124
  nChanged 2269
		SP:Iteration 1F (170862.140000 sec): 3 clusters
  Score: Raw -435998.629030 + Penalty 2798.116763 = -433200.512267
  nChanged 463
		SP:Iteration 2F (170862.380000 sec): 3 clusters
  Score: Raw -436334.355995 + Penalty 2798.116763 = -433536.239232
  nChanged 385
		SP:Iteration 3F (170862.570000 sec): 3 clusters
  Score: Raw -436662.638405 + Penalty 2798.116763 = -433864.521641
  nChanged 384
		SP:Iteration 4F (170862.770000 sec): 3 clusters
  Score: Raw -437039.290782 + Penalty 2798.116763 = -434241.174019
  nChanged 347
		SP:Iteration 5F (170862.950000 sec): 3 clusters
  Score: Raw -437337.668729 + Penalty 2798.116763 = -434539.551966
  nChanged 304
		SP:Iteration 6F (170863.150000 sec): 3 clusters
  Score: Raw -437558.273198 + Penalty 2798.116763 = -434760.156435
  nChanged 262
		SP:Iteration 7Q (170863.330000 sec): 3 clusters
  Score: Raw -437735.300858 + Penalty 2798.116763 = -434937.184094
  nChanged 203
		SP:Iteration 8Q (170863.530000 sec): 3 clusters
  Score: Raw -437873.018383 + Penalty 2798.116763 = -435074.901619
  nChanged 181
		SP:Iteration 9Q (170863.740000 sec): 3 clusters
  Score: Raw -437993.649949 + Penalty 2798.116763 = -435195.533186
  nChanged 166
		SP:Iteration 10Q (170863.970000 sec): 3 clusters
  Score: Raw -438106.879234 + Penalty 2798.116763 = -435308.762471
  nChanged 134
		SP:Iteration 11Q (170864.140000 sec): 3 clusters
  Score: Raw -438188.545452 + Penalty 2798.116763 = -435390.428688
  nChanged 85
		SP:Iteration 12Q (170864.360000 sec): 3 clusters
  Score: Raw -438234.461568 + Penalty 2798.116763 = -435436.344805
  nChanged 67
		SP:Iteration 13Q (170864.590000 sec): 3 clusters
  Score: Raw -438262.915011 + Penalty 2798.116763 = -435464.798248
  nChanged 49
		SP:Iteration 14Q (170864.800000 sec): 3 clusters
  Score: Raw -438279.634459 + Penalty 2798.116763 = -435481.517696
  nChanged 41
		SP:Iteration 15Q (170865.010000 sec): 3 clusters
  Score: Raw -438293.163408 + Penalty 2798.116763 = -435495.046644
  nChanged 26
		SP:Iteration 16Q (170865.220000 sec): 3 clusters
  Score: Raw -438300.465770 + Penalty 2798.116763 = -435502.349007
  nChanged 17
		SP:Iteration 17Q (170865.400000 sec): 3 clusters
  Score: Raw -438304.661076 + Penalty 2798.116763 = -435506.544313
  nChanged 16
		SP:Iteration 18Q (170865.630000 sec): 3 clusters
  Score: Raw -438310.214473 + Penalty 2798.116763 = -435512.097710
  nChanged 21
		SP:Iteration 19Q (170865.840000 sec): 3 clusters
  Score: Raw -438318.267154 + Penalty 2798.116763 = -435520.150391
  nChanged 19
		SP:Iteration 20F (170865.990000 sec): 3 clusters
  Score: Raw -438324.021593 + Penalty 2798.116763 = -435525.904830
  nChanged 20
		SP:Iteration 21Q (170866.220000 sec): 3 clusters
  Score: Raw -438328.907919 + Penalty 2798.116763 = -435530.791155
  nChanged 15
		SP:Iteration 22Q (170866.450000 sec): 3 clusters
  Score: Raw -438332.649125 + Penalty 2798.116763 = -435534.532362
  nChanged 11
		SP:Iteration 23Q (170866.600000 sec): 3 clusters
  Score: Raw -438335.577572 + Penalty 2798.116763 = -435537.460809
  nChanged 13
		SP:Iteration 24Q (170866.840000 sec): 3 clusters
  Score: Raw -438338.107724 + Penalty 2798.116763 = -435539.990960
  nChanged 7
		SP:Iteration 25Q (170867.020000 sec): 3 clusters
  Score: Raw -438340.404297 + Penalty 2798.116763 = -435542.287534
  nChanged 12
		SP:Iteration 26Q (170867.220000 sec): 3 clusters
  Score: Raw -438342.847427 + Penalty 2798.116763 = -435544.730664
  nChanged 6
		SP:Iteration 27Q (170867.430000 sec): 3 clusters
  Score: Raw -438343.967045 + Penalty 2798.116763 = -435545.850282
  nChanged 4
		SP:Iteration 28Q (170867.620000 sec): 3 clusters
  Score: Raw -438344.642854 + Penalty 2798.116763 = -435546.526091
  nChanged 4
		SP:Iteration 29Q (170867.840000 sec): 3 clusters
  Score: Raw -438345.094385 + Penalty 2798.116763 = -435546.977622
  nChanged 1
		SP:Iteration 30Q (170868.050000 sec): 3 clusters
  Score: Raw -438345.359751 + Penalty 2798.116763 = -435547.242988
  nChanged 3
		SP:Iteration 31Q (170868.220000 sec): 3 clusters
  Score: Raw -438345.777006 + Penalty 2798.116763 = -435547.660243
  nChanged 1
		SP:Iteration 32Q (170868.450000 sec): 3 clusters
  Score: Raw -438345.893104 + Penalty 2798.116763 = -435547.776341
  nChanged 2
		SP:Iteration 33Q (170868.620000 sec): 3 clusters
  Score: Raw -438346.017860 + Penalty 2798.116763 = -435547.901097
  nChanged 0
		SP:Iteration 34F (170868.830000 sec): 3 clusters
  Score: Raw -438346.017860 + Penalty 2798.116763 = -435547.901097
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 8 (1645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170868.970000 sec): 2 clusters
  Score: Raw -138059.875791 + Penalty 1203.393045 = -136856.482746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170869.110000 sec): 3 clusters
  Score: Raw -137379.506007 + Penalty 2406.786091 = -134972.719916
  nChanged 583
		SP:Iteration 1F (170869.310000 sec): 3 clusters
  Score: Raw -137838.943978 + Penalty 2406.786091 = -135432.157887
  nChanged 154
		SP:Iteration 2F (170869.450000 sec): 3 clusters
  Score: Raw -137981.569234 + Penalty 2406.786091 = -135574.783144
  nChanged 93
		SP:Iteration 3F (170869.660000 sec): 3 clusters
  Score: Raw -138073.980095 + Penalty 2406.786091 = -135667.194005
  nChanged 66
		SP:Iteration 4Q (170869.850000 sec): 3 clusters
  Score: Raw -138134.892448 + Penalty 2406.786091 = -135728.106358
  nChanged 51
		SP:Iteration 5Q (170870.030000 sec): 3 clusters
  Score: Raw -138173.594008 + Penalty 2406.786091 = -135766.807917
  nChanged 36
		SP:Iteration 6Q (170870.240000 sec): 3 clusters
  Score: Raw -138201.452857 + Penalty 2406.786091 = -135794.666766
  nChanged 27
		SP:Iteration 7Q (170870.410000 sec): 3 clusters
  Score: Raw -138220.848861 + Penalty 2406.786091 = -135814.062770
  nChanged 22
		SP:Iteration 8Q (170870.640000 sec): 3 clusters
  Score: Raw -138238.001645 + Penalty 2406.786091 = -135831.215555
  nChanged 22
		SP:Iteration 9Q (170870.820000 sec): 3 clusters
  Score: Raw -138253.158412 + Penalty 2406.786091 = -135846.372322
  nChanged 11
		SP:Iteration 10Q (170870.980000 sec): 3 clusters
  Score: Raw -138259.954756 + Penalty 2406.786091 = -135853.168665
  nChanged 9
		SP:Iteration 11Q (170871.200000 sec): 3 clusters
  Score: Raw -138267.223996 + Penalty 2406.786091 = -135860.437906
  nChanged 15
		SP:Iteration 12Q (170871.410000 sec): 3 clusters
  Score: Raw -138277.553174 + Penalty 2406.786091 = -135870.767083
  nChanged 13
		SP:Iteration 13Q (170871.560000 sec): 3 clusters
  Score: Raw -138286.861371 + Penalty 2406.786091 = -135880.075281
  nChanged 15
		SP:Iteration 14Q (170871.760000 sec): 3 clusters
  Score: Raw -138296.156107 + Penalty 2406.786091 = -135889.370016
  nChanged 14
		SP:Iteration 15Q (170871.950000 sec): 3 clusters
  Score: Raw -138306.745745 + Penalty 2406.786091 = -135899.959655
  nChanged 15
		SP:Iteration 16Q (170872.160000 sec): 3 clusters
  Score: Raw -138314.841462 + Penalty 2406.786091 = -135908.055371
  nChanged 6
		SP:Iteration 17Q (170872.390000 sec): 3 clusters
  Score: Raw -138319.842937 + Penalty 2406.786091 = -135913.056846
  nChanged 9
		SP:Iteration 18Q (170872.520000 sec): 3 clusters
  Score: Raw -138326.346197 + Penalty 2406.786091 = -135919.560106
  nChanged 6
		SP:Iteration 19Q (170872.760000 sec): 3 clusters
  Score: Raw -138331.289716 + Penalty 2406.786091 = -135924.503625
  nChanged 5
		SP:Iteration 20F (170872.920000 sec): 3 clusters
  Score: Raw -138337.256812 + Penalty 2406.786091 = -135930.470722
  nChanged 5
		SP:Iteration 21Q (170873.120000 sec): 3 clusters
  Score: Raw -138340.893425 + Penalty 2406.786091 = -135934.107334
  nChanged 2
		SP:Iteration 22Q (170873.300000 sec): 3 clusters
  Score: Raw -138341.946367 + Penalty 2406.786091 = -135935.160277
  nChanged 2
		SP:Iteration 23Q (170873.440000 sec): 3 clusters
  Score: Raw -138343.555035 + Penalty 2406.786091 = -135936.768944
  nChanged 2
		SP:Iteration 24Q (170873.690000 sec): 3 clusters
  Score: Raw -138344.695501 + Penalty 2406.786091 = -135937.909411
  nChanged 3
		SP:Iteration 25Q (170873.870000 sec): 3 clusters
  Score: Raw -138345.693927 + Penalty 2406.786091 = -135938.907837
  nChanged 0
		SP:Iteration 26F (170874.080000 sec): 3 clusters
  Score: Raw -138345.693927 + Penalty 2406.786091 = -135938.907837
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 9 (9382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170874.220000 sec): 2 clusters
  Score: Raw -808837.609606 + Penalty 1486.314089 = -807351.295517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170874.480000 sec): 3 clusters
  Score: Raw -803487.275989 + Penalty 2972.628178 = -800514.647811
  nChanged 4092
		SP:Iteration 1F (170874.730000 sec): 3 clusters
  Score: Raw -805767.095799 + Penalty 2972.628178 = -802794.467622
  nChanged 636
		SP:Iteration 2F (170874.960000 sec): 3 clusters
  Score: Raw -806053.384597 + Penalty 2972.628178 = -803080.756419
  nChanged 497
		SP:Iteration 3F (170875.180000 sec): 3 clusters
  Score: Raw -806251.005472 + Penalty 2972.628178 = -803278.377294
  nChanged 390
		SP:Iteration 4Q (170875.400000 sec): 3 clusters
  Score: Raw -806419.397012 + Penalty 2972.628178 = -803446.768834
  nChanged 344
		SP:Iteration 5Q (170875.660000 sec): 3 clusters
  Score: Raw -806536.294218 + Penalty 2972.628178 = -803563.666040
  nChanged 278
		SP:Iteration 6Q (170875.950000 sec): 3 clusters
  Score: Raw -806621.822409 + Penalty 2972.628178 = -803649.194231
  nChanged 261
		SP:Iteration 7Q (170876.170000 sec): 3 clusters
  Score: Raw -806709.197214 + Penalty 2972.628178 = -803736.569037
  nChanged 258
		SP:Iteration 8Q (170876.410000 sec): 3 clusters
  Score: Raw -806796.878857 + Penalty 2972.628178 = -803824.250680
  nChanged 264
		SP:Iteration 9Q (170876.620000 sec): 3 clusters
  Score: Raw -806891.703127 + Penalty 2972.628178 = -803919.074949
  nChanged 262
		SP:Iteration 10Q (170876.860000 sec): 3 clusters
  Score: Raw -806984.347537 + Penalty 2972.628178 = -804011.719359
  nChanged 297
		SP:Iteration 11Q (170877.070000 sec): 3 clusters
  Score: Raw -807104.255501 + Penalty 2972.628178 = -804131.627323
  nChanged 324
		SP:Iteration 12Q (170877.330000 sec): 3 clusters
  Score: Raw -807248.856567 + Penalty 2972.628178 = -804276.228389
  nChanged 338
		SP:Iteration 13Q (170877.540000 sec): 3 clusters
  Score: Raw -807409.208929 + Penalty 2972.628178 = -804436.580751
  nChanged 350
		SP:Iteration 14Q (170877.760000 sec): 3 clusters
  Score: Raw -807569.930526 + Penalty 2972.628178 = -804597.302348
  nChanged 327
		SP:Iteration 15Q (170877.960000 sec): 3 clusters
  Score: Raw -807719.432097 + Penalty 2972.628178 = -804746.803919
  nChanged 320
		SP:Iteration 16Q (170878.200000 sec): 3 clusters
  Score: Raw -807879.776504 + Penalty 2972.628178 = -804907.148327
  nChanged 316
		SP:Iteration 17Q (170878.430000 sec): 3 clusters
  Score: Raw -808024.505729 + Penalty 2972.628178 = -805051.877551
  nChanged 270
		SP:Iteration 18Q (170878.630000 sec): 3 clusters
  Score: Raw -808150.699889 + Penalty 2972.628178 = -805178.071711
  nChanged 258
		SP:Iteration 19Q (170878.840000 sec): 3 clusters
  Score: Raw -808271.684707 + Penalty 2972.628178 = -805299.056529
  nChanged 221
		SP:Iteration 20F (170879.080000 sec): 3 clusters
  Score: Raw -808362.990839 + Penalty 2972.628178 = -805390.362662
  nChanged 182
		SP:Iteration 21Q (170879.320000 sec): 3 clusters
  Score: Raw -808443.393159 + Penalty 2972.628178 = -805470.764981
  nChanged 190
		SP:Iteration 22Q (170879.580000 sec): 3 clusters
  Score: Raw -808542.025958 + Penalty 2972.628178 = -805569.397781
  nChanged 184
		SP:Iteration 23Q (170879.780000 sec): 3 clusters
  Score: Raw -808641.324454 + Penalty 2972.628178 = -805668.696277
  nChanged 158
		SP:Iteration 24Q (170880.000000 sec): 3 clusters
  Score: Raw -808731.002680 + Penalty 2972.628178 = -805758.374503
  nChanged 157
		SP:Iteration 25Q (170880.220000 sec): 3 clusters
  Score: Raw -808818.354758 + Penalty 2972.628178 = -805845.726580
  nChanged 148
		SP:Iteration 26Q (170880.490000 sec): 3 clusters
  Score: Raw -808899.012560 + Penalty 2972.628178 = -805926.384383
  nChanged 120
		SP:Iteration 27Q (170880.680000 sec): 3 clusters
  Score: Raw -808970.826519 + Penalty 2972.628178 = -805998.198342
  nChanged 116
		SP:Iteration 28Q (170880.870000 sec): 3 clusters
  Score: Raw -809051.595738 + Penalty 2972.628178 = -806078.967561
  nChanged 98
		SP:Iteration 29Q (170881.140000 sec): 3 clusters
  Score: Raw -809119.747588 + Penalty 2972.628178 = -806147.119411
  nChanged 86
		SP:Iteration 30Q (170881.370000 sec): 3 clusters
  Score: Raw -809178.837896 + Penalty 2972.628178 = -806206.209718
  nChanged 70
		SP:Iteration 31Q (170881.560000 sec): 3 clusters
  Score: Raw -809225.670366 + Penalty 2972.628178 = -806253.042188
  nChanged 57
		SP:Iteration 32Q (170881.770000 sec): 3 clusters
  Score: Raw -809271.328246 + Penalty 2972.628178 = -806298.700069
  nChanged 40
		SP:Iteration 33Q (170882.000000 sec): 3 clusters
  Score: Raw -809302.218292 + Penalty 2972.628178 = -806329.590114
  nChanged 26
		SP:Iteration 34Q (170882.200000 sec): 3 clusters
  Score: Raw -809321.999189 + Penalty 2972.628178 = -806349.371012
  nChanged 12
		SP:Iteration 35Q (170882.440000 sec): 3 clusters
  Score: Raw -809331.701423 + Penalty 2972.628178 = -806359.073246
  nChanged 10
		SP:Iteration 36Q (170882.660000 sec): 3 clusters
  Score: Raw -809338.363941 + Penalty 2972.628178 = -806365.735764
  nChanged 12
		SP:Iteration 37Q (170882.900000 sec): 3 clusters
  Score: Raw -809350.818567 + Penalty 2972.628178 = -806378.190390
  nChanged 13
		SP:Iteration 38Q (170883.120000 sec): 3 clusters
  Score: Raw -809362.132658 + Penalty 2972.628178 = -806389.504481
  nChanged 12
		SP:Iteration 39Q (170883.370000 sec): 3 clusters
  Score: Raw -809375.023768 + Penalty 2972.628178 = -806402.395590
  nChanged 12
		SP:Iteration 40F (170883.610000 sec): 3 clusters
  Score: Raw -809385.369124 + Penalty 2972.628178 = -806412.740946
  nChanged 11
		SP:Iteration 41Q (170883.840000 sec): 3 clusters
  Score: Raw -809394.937291 + Penalty 2972.628178 = -806422.309113
  nChanged 12
		SP:Iteration 42Q (170884.070000 sec): 3 clusters
  Score: Raw -809405.135090 + Penalty 2972.628178 = -806432.506912
  nChanged 12
		SP:Iteration 43Q (170884.320000 sec): 3 clusters
  Score: Raw -809417.484787 + Penalty 2972.628178 = -806444.856609
  nChanged 7
		SP:Iteration 44Q (170884.540000 sec): 3 clusters
  Score: Raw -809422.207118 + Penalty 2972.628178 = -806449.578941
  nChanged 8
		SP:Iteration 45Q (170884.810000 sec): 3 clusters
  Score: Raw -809428.914711 + Penalty 2972.628178 = -806456.286534
  nChanged 9
		SP:Iteration 46Q (170885.020000 sec): 3 clusters
  Score: Raw -809435.169828 + Penalty 2972.628178 = -806462.541651
  nChanged 5
		SP:Iteration 47Q (170885.280000 sec): 3 clusters
  Score: Raw -809439.431181 + Penalty 2972.628178 = -806466.803003
  nChanged 5
		SP:Iteration 48Q (170885.540000 sec): 3 clusters
  Score: Raw -809444.032527 + Penalty 2972.628178 = -806471.404349
  nChanged 4
		SP:Iteration 49Q (170885.750000 sec): 3 clusters
  Score: Raw -809448.507511 + Penalty 2972.628178 = -806475.879333
  nChanged 4
		SP:Iteration 50Q (170885.990000 sec): 3 clusters
  Score: Raw -809453.021867 + Penalty 2972.628178 = -806480.393690
  nChanged 2
		SP:Iteration 51Q (170886.210000 sec): 3 clusters
  Score: Raw -809454.486241 + Penalty 2972.628178 = -806481.858063
  nChanged 1
		SP:Iteration 52Q (170886.410000 sec): 3 clusters
  Score: Raw -809454.735794 + Penalty 2972.628178 = -806482.107616
  nChanged 0
		SP:Iteration 53F (170886.650000 sec): 3 clusters
  Score: Raw -809454.735794 + Penalty 2972.628178 = -806482.107616
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 10 (9767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170886.770000 sec): 2 clusters
  Score: Raw -827037.010645 + Penalty 1492.849253 = -825544.161392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170887.010000 sec): 3 clusters
  Score: Raw -821519.885843 + Penalty 2985.698507 = -818534.187337
  nChanged 4192
		SP:Iteration 1F (170887.260000 sec): 3 clusters
  Score: Raw -823854.800113 + Penalty 2985.698507 = -820869.101606
  nChanged 650
		SP:Iteration 2F (170887.500000 sec): 3 clusters
  Score: Raw -824192.973546 + Penalty 2985.698507 = -821207.275039
  nChanged 595
		SP:Iteration 3F (170887.720000 sec): 3 clusters
  Score: Raw -824515.788218 + Penalty 2985.698507 = -821530.089712
  nChanged 524
		SP:Iteration 4F (170888.000000 sec): 3 clusters
  Score: Raw -824781.040333 + Penalty 2985.698507 = -821795.341826
  nChanged 506
		SP:Iteration 5F (170888.220000 sec): 3 clusters
  Score: Raw -825048.092140 + Penalty 2985.698507 = -822062.393633
  nChanged 472
		SP:Iteration 6Q (170888.500000 sec): 3 clusters
  Score: Raw -825302.421049 + Penalty 2985.698507 = -822316.722542
  nChanged 436
		SP:Iteration 7Q (170888.710000 sec): 3 clusters
  Score: Raw -825518.566300 + Penalty 2985.698507 = -822532.867794
  nChanged 360
		SP:Iteration 8Q (170888.900000 sec): 3 clusters
  Score: Raw -825676.495691 + Penalty 2985.698507 = -822690.797184
  nChanged 303
		SP:Iteration 9Q (170889.080000 sec): 3 clusters
  Score: Raw -825805.641483 + Penalty 2985.698507 = -822819.942977
  nChanged 282
		SP:Iteration 10Q (170889.330000 sec): 3 clusters
  Score: Raw -825932.012075 + Penalty 2985.698507 = -822946.313568
  nChanged 258
		SP:Iteration 11Q (170889.530000 sec): 3 clusters
  Score: Raw -826050.411069 + Penalty 2985.698507 = -823064.712562
  nChanged 219
		SP:Iteration 12Q (170889.750000 sec): 3 clusters
  Score: Raw -826144.131593 + Penalty 2985.698507 = -823158.433086
  nChanged 202
		SP:Iteration 13Q (170889.990000 sec): 3 clusters
  Score: Raw -826234.575415 + Penalty 2985.698507 = -823248.876908
  nChanged 178
		SP:Iteration 14Q (170890.230000 sec): 3 clusters
  Score: Raw -826326.304112 + Penalty 2985.698507 = -823340.605606
  nChanged 188
		SP:Iteration 15Q (170890.440000 sec): 3 clusters
  Score: Raw -826427.529805 + Penalty 2985.698507 = -823441.831298
  nChanged 185
		SP:Iteration 16Q (170890.690000 sec): 3 clusters
  Score: Raw -826516.163113 + Penalty 2985.698507 = -823530.464606
  nChanged 169
		SP:Iteration 17Q (170890.950000 sec): 3 clusters
  Score: Raw -826601.603332 + Penalty 2985.698507 = -823615.904825
  nChanged 153
		SP:Iteration 18Q (170891.190000 sec): 3 clusters
  Score: Raw -826678.055333 + Penalty 2985.698507 = -823692.356826
  nChanged 141
		SP:Iteration 19Q (170891.380000 sec): 3 clusters
  Score: Raw -826754.363885 + Penalty 2985.698507 = -823768.665378
  nChanged 130
		SP:Iteration 20F (170891.620000 sec): 3 clusters
  Score: Raw -826824.029790 + Penalty 2985.698507 = -823838.331284
  nChanged 109
		SP:Iteration 21Q (170891.840000 sec): 3 clusters
  Score: Raw -826874.457406 + Penalty 2985.698507 = -823888.758899
  nChanged 108
		SP:Iteration 22Q (170892.100000 sec): 3 clusters
  Score: Raw -826922.449121 + Penalty 2985.698507 = -823936.750615
  nChanged 102
		SP:Iteration 23Q (170892.280000 sec): 3 clusters
  Score: Raw -826979.566005 + Penalty 2985.698507 = -823993.867499
  nChanged 97
		SP:Iteration 24Q (170892.530000 sec): 3 clusters
  Score: Raw -827028.265517 + Penalty 2985.698507 = -824042.567011
  nChanged 98
		SP:Iteration 25Q (170892.750000 sec): 3 clusters
  Score: Raw -827072.050974 + Penalty 2985.698507 = -824086.352467
  nChanged 93
		SP:Iteration 26Q (170892.940000 sec): 3 clusters
  Score: Raw -827113.104396 + Penalty 2985.698507 = -824127.405890
  nChanged 69
		SP:Iteration 27Q (170893.170000 sec): 3 clusters
  Score: Raw -827147.648848 + Penalty 2985.698507 = -824161.950341
  nChanged 63
		SP:Iteration 28Q (170893.420000 sec): 3 clusters
  Score: Raw -827177.892224 + Penalty 2985.698507 = -824192.193717
  nChanged 68
		SP:Iteration 29Q (170893.610000 sec): 3 clusters
  Score: Raw -827205.752963 + Penalty 2985.698507 = -824220.054457
  nChanged 52
		SP:Iteration 30Q (170893.890000 sec): 3 clusters
  Score: Raw -827225.947148 + Penalty 2985.698507 = -824240.248641
  nChanged 42
		SP:Iteration 31Q (170894.110000 sec): 3 clusters
  Score: Raw -827241.929039 + Penalty 2985.698507 = -824256.230533
  nChanged 30
		SP:Iteration 32Q (170894.270000 sec): 3 clusters
  Score: Raw -827255.791930 + Penalty 2985.698507 = -824270.093424
  nChanged 33
		SP:Iteration 33Q (170894.490000 sec): 3 clusters
  Score: Raw -827271.379492 + Penalty 2985.698507 = -824285.680985
  nChanged 34
		SP:Iteration 34Q (170894.700000 sec): 3 clusters
  Score: Raw -827285.517216 + Penalty 2985.698507 = -824299.818709
  nChanged 34
		SP:Iteration 35Q (170894.930000 sec): 3 clusters
  Score: Raw -827299.160008 + Penalty 2985.698507 = -824313.461502
  nChanged 23
		SP:Iteration 36Q (170895.170000 sec): 3 clusters
  Score: Raw -827306.162898 + Penalty 2985.698507 = -824320.464391
  nChanged 14
		SP:Iteration 37Q (170895.370000 sec): 3 clusters
  Score: Raw -827310.421558 + Penalty 2985.698507 = -824324.723051
  nChanged 11
		SP:Iteration 38Q (170895.560000 sec): 3 clusters
  Score: Raw -827314.351035 + Penalty 2985.698507 = -824328.652528
  nChanged 8
		SP:Iteration 39Q (170895.800000 sec): 3 clusters
  Score: Raw -827317.717922 + Penalty 2985.698507 = -824332.019416
  nChanged 8
		SP:Iteration 40F (170896.030000 sec): 3 clusters
  Score: Raw -827319.953673 + Penalty 2985.698507 = -824334.255166
  nChanged 10
		SP:Iteration 41Q (170896.280000 sec): 3 clusters
  Score: Raw -827322.822063 + Penalty 2985.698507 = -824337.123557
  nChanged 12
		SP:Iteration 42Q (170896.460000 sec): 3 clusters
  Score: Raw -827327.028814 + Penalty 2985.698507 = -824341.330307
  nChanged 17
		SP:Iteration 43Q (170896.710000 sec): 3 clusters
  Score: Raw -827335.172032 + Penalty 2985.698507 = -824349.473526
  nChanged 19
		SP:Iteration 44Q (170896.960000 sec): 3 clusters
  Score: Raw -827342.910771 + Penalty 2985.698507 = -824357.212265
  nChanged 9
		SP:Iteration 45Q (170897.190000 sec): 3 clusters
  Score: Raw -827346.914110 + Penalty 2985.698507 = -824361.215603
  nChanged 9
		SP:Iteration 46Q (170897.460000 sec): 3 clusters
  Score: Raw -827349.684827 + Penalty 2985.698507 = -824363.986320
  nChanged 6
		SP:Iteration 47Q (170897.690000 sec): 3 clusters
  Score: Raw -827351.283010 + Penalty 2985.698507 = -824365.584503
  nChanged 3
		SP:Iteration 48Q (170897.920000 sec): 3 clusters
  Score: Raw -827351.738243 + Penalty 2985.698507 = -824366.039736
  nChanged 2
		SP:Iteration 49Q (170898.140000 sec): 3 clusters
  Score: Raw -827352.227399 + Penalty 2985.698507 = -824366.528893
  nChanged 4
		SP:Iteration 50Q (170898.360000 sec): 3 clusters
  Score: Raw -827353.387030 + Penalty 2985.698507 = -824367.688523
  nChanged 4
		SP:Iteration 51Q (170898.630000 sec): 3 clusters
  Score: Raw -827354.351941 + Penalty 2985.698507 = -824368.653435
  nChanged 5
		SP:Iteration 52Q (170898.850000 sec): 3 clusters
  Score: Raw -827356.510767 + Penalty 2985.698507 = -824370.812260
  nChanged 6
		SP:Iteration 53Q (170899.060000 sec): 3 clusters
  Score: Raw -827357.676599 + Penalty 2985.698507 = -824371.978092
  nChanged 0
		SP:Iteration 54F (170899.290000 sec): 3 clusters
  Score: Raw -827357.676599 + Penalty 2985.698507 = -824371.978092
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 11 (243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170899.380000 sec): 2 clusters
  Score: Raw -21336.786912 + Penalty 892.622485 = -20444.164428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170899.570000 sec): 3 clusters
  Score: Raw -21383.081355 + Penalty 1785.244969 = -19597.836386
  nChanged 34
		SP:Iteration 1F (170899.760000 sec): 3 clusters
  Score: Raw -21441.113966 + Penalty 1785.244969 = -19655.868997
  nChanged 7
		SP:Iteration 2Q (170899.940000 sec): 3 clusters
  Score: Raw -21457.479389 + Penalty 1785.244969 = -19672.234420
  nChanged 2
		SP:Iteration 3Q (170900.140000 sec): 3 clusters
  Score: Raw -21471.415667 + Penalty 1785.244969 = -19686.170698
  nChanged 0
		SP:Iteration 4F (170900.300000 sec): 3 clusters
  Score: Raw -21471.415667 + Penalty 1785.244969 = -19686.170698
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 12 (3118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170900.390000 sec): 2 clusters
  Score: Raw -254168.324002 + Penalty 1307.303896 = -252861.020107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170900.570000 sec): 3 clusters
  Score: Raw -252653.416490 + Penalty 2614.607791 = -250038.808699
  nChanged 1203
		SP:Iteration 1F (170900.710000 sec): 3 clusters
  Score: Raw -253419.310397 + Penalty 2614.607791 = -250804.702606
  nChanged 302
		SP:Iteration 2F (170900.920000 sec): 3 clusters
  Score: Raw -253719.509081 + Penalty 2614.607791 = -251104.901290
  nChanged 238
		SP:Iteration 3F (170901.120000 sec): 3 clusters
  Score: Raw -253975.423846 + Penalty 2614.607791 = -251360.816054
  nChanged 193
		SP:Iteration 4F (170901.330000 sec): 3 clusters
  Score: Raw -254167.134486 + Penalty 2614.607791 = -251552.526695
  nChanged 163
		SP:Iteration 5F (170901.520000 sec): 3 clusters
  Score: Raw -254326.328231 + Penalty 2614.607791 = -251711.720440
  nChanged 139
		SP:Iteration 6Q (170901.660000 sec): 3 clusters
  Score: Raw -254452.427384 + Penalty 2614.607791 = -251837.819592
  nChanged 113
		SP:Iteration 7Q (170901.860000 sec): 3 clusters
  Score: Raw -254542.448457 + Penalty 2614.607791 = -251927.840666
  nChanged 95
		SP:Iteration 8Q (170902.020000 sec): 3 clusters
  Score: Raw -254610.537741 + Penalty 2614.607791 = -251995.929949
  nChanged 80
		SP:Iteration 9Q (170902.230000 sec): 3 clusters
  Score: Raw -254663.886017 + Penalty 2614.607791 = -252049.278225
  nChanged 67
		SP:Iteration 10Q (170902.400000 sec): 3 clusters
  Score: Raw -254712.461219 + Penalty 2614.607791 = -252097.853428
  nChanged 57
		SP:Iteration 11Q (170902.570000 sec): 3 clusters
  Score: Raw -254746.783605 + Penalty 2614.607791 = -252132.175814
  nChanged 33
		SP:Iteration 12Q (170902.760000 sec): 3 clusters
  Score: Raw -254766.232316 + Penalty 2614.607791 = -252151.624525
  nChanged 25
		SP:Iteration 13Q (170902.950000 sec): 3 clusters
  Score: Raw -254779.297864 + Penalty 2614.607791 = -252164.690073
  nChanged 20
		SP:Iteration 14Q (170903.140000 sec): 3 clusters
  Score: Raw -254789.364771 + Penalty 2614.607791 = -252174.756980
  nChanged 14
		SP:Iteration 15Q (170903.370000 sec): 3 clusters
  Score: Raw -254798.967739 + Penalty 2614.607791 = -252184.359948
  nChanged 12
		SP:Iteration 16Q (170903.530000 sec): 3 clusters
  Score: Raw -254804.658275 + Penalty 2614.607791 = -252190.050484
  nChanged 7
		SP:Iteration 17Q (170903.750000 sec): 3 clusters
  Score: Raw -254807.168797 + Penalty 2614.607791 = -252192.561006
  nChanged 7
		SP:Iteration 18Q (170903.930000 sec): 3 clusters
  Score: Raw -254809.879587 + Penalty 2614.607791 = -252195.271796
  nChanged 8
		SP:Iteration 19Q (170904.130000 sec): 3 clusters
  Score: Raw -254812.734031 + Penalty 2614.607791 = -252198.126240
  nChanged 5
		SP:Iteration 20F (170904.280000 sec): 3 clusters
  Score: Raw -254814.743365 + Penalty 2614.607791 = -252200.135574
  nChanged 5
		SP:Iteration 21Q (170904.460000 sec): 3 clusters
  Score: Raw -254816.155968 + Penalty 2614.607791 = -252201.548176
  nChanged 1
		SP:Iteration 22Q (170904.670000 sec): 3 clusters
  Score: Raw -254816.466770 + Penalty 2614.607791 = -252201.858979
  nChanged 2
		SP:Iteration 23Q (170904.860000 sec): 3 clusters
  Score: Raw -254817.145473 + Penalty 2614.607791 = -252202.537681
  nChanged 1
		SP:Iteration 24Q (170905.060000 sec): 3 clusters
  Score: Raw -254817.944581 + Penalty 2614.607791 = -252203.336789
  nChanged 2
		SP:Iteration 25Q (170905.290000 sec): 3 clusters
  Score: Raw -254819.107885 + Penalty 2614.607791 = -252204.500094
  nChanged 2
		SP:Iteration 26Q (170905.490000 sec): 3 clusters
  Score: Raw -254820.116688 + Penalty 2614.607791 = -252205.508897
  nChanged 2
		SP:Iteration 27Q (170905.700000 sec): 3 clusters
  Score: Raw -254820.493088 + Penalty 2614.607791 = -252205.885297
  nChanged 1
		SP:Iteration 28Q (170905.890000 sec): 3 clusters
  Score: Raw -254820.903198 + Penalty 2614.607791 = -252206.295407
  nChanged 1
		SP:Iteration 29Q (170906.110000 sec): 3 clusters
  Score: Raw -254821.012239 + Penalty 2614.607791 = -252206.404448
  nChanged 0
		SP:Iteration 30F (170906.320000 sec): 3 clusters
  Score: Raw -254821.012239 + Penalty 2614.607791 = -252206.404448
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 13 (43377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170906.590000 sec): 2 clusters
  Score: Raw -3849018.339084 + Penalty 1735.123752 = -3847283.215332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170907.040000 sec): 3 clusters
  Score: Raw -3821756.218306 + Penalty 3470.247503 = -3818285.970802
  nChanged 20211
		SP:Iteration 1F (170907.420000 sec): 3 clusters
  Score: Raw -3832906.951958 + Penalty 3470.247503 = -3829436.704455
  nChanged 1664
		SP:Iteration 2Q (170907.850000 sec): 3 clusters
  Score: Raw -3833371.343005 + Penalty 3470.247503 = -3829901.095502
  nChanged 1713
		SP:Iteration 3Q (170908.210000 sec): 3 clusters
  Score: Raw -3833943.280048 + Penalty 3470.247503 = -3830473.032545
  nChanged 1773
		SP:Iteration 4Q (170908.650000 sec): 3 clusters
  Score: Raw -3834636.099644 + Penalty 3470.247503 = -3831165.852140
  nChanged 1971
		SP:Iteration 5Q (170909.020000 sec): 3 clusters
  Score: Raw -3835592.364105 + Penalty 3470.247503 = -3832122.116602
  nChanged 2199
		SP:Iteration 6F (170909.430000 sec): 3 clusters
  Score: Raw -3836738.691255 + Penalty 3470.247503 = -3833268.443752
  nChanged 2337
		SP:Iteration 7F (170909.740000 sec): 3 clusters
  Score: Raw -3838023.445465 + Penalty 3470.247503 = -3834553.197962
  nChanged 2377
		SP:Iteration 8F (170910.110000 sec): 3 clusters
  Score: Raw -3839462.458972 + Penalty 3470.247503 = -3835992.211468
  nChanged 2367
		SP:Iteration 9F (170910.510000 sec): 3 clusters
  Score: Raw -3841024.432567 + Penalty 3470.247503 = -3837554.185064
  nChanged 2403
		SP:Iteration 10F (170910.830000 sec): 3 clusters
  Score: Raw -3842811.751299 + Penalty 3470.247503 = -3839341.503795
  nChanged 2174
		SP:Iteration 11F (170911.180000 sec): 3 clusters
  Score: Raw -3844329.916103 + Penalty 3470.247503 = -3840859.668599
  nChanged 1688
		SP:Iteration 12Q (170911.540000 sec): 3 clusters
  Score: Raw -3845288.062480 + Penalty 3470.247503 = -3841817.814977
  nChanged 1211
		SP:Iteration 13Q (170911.910000 sec): 3 clusters
  Score: Raw -3845784.472192 + Penalty 3470.247503 = -3842314.224689
  nChanged 854
		SP:Iteration 14Q (170912.200000 sec): 3 clusters
  Score: Raw -3846088.424964 + Penalty 3470.247503 = -3842618.177460
  nChanged 702
		SP:Iteration 15Q (170912.590000 sec): 3 clusters
  Score: Raw -3846301.743217 + Penalty 3470.247503 = -3842831.495714
  nChanged 565
		SP:Iteration 16Q (170912.980000 sec): 3 clusters
  Score: Raw -3846445.210678 + Penalty 3470.247503 = -3842974.963175
  nChanged 451
		SP:Iteration 17Q (170913.350000 sec): 3 clusters
  Score: Raw -3846538.574233 + Penalty 3470.247503 = -3843068.326730
  nChanged 364
		SP:Iteration 18Q (170913.680000 sec): 3 clusters
  Score: Raw -3846601.851511 + Penalty 3470.247503 = -3843131.604008
  nChanged 281
		SP:Iteration 19Q (170914.050000 sec): 3 clusters
  Score: Raw -3846646.606450 + Penalty 3470.247503 = -3843176.358947
  nChanged 259
		SP:Iteration 20F (170914.480000 sec): 3 clusters
  Score: Raw -3846688.569177 + Penalty 3470.247503 = -3843218.321673
  nChanged 273
		SP:Iteration 21Q (170914.840000 sec): 3 clusters
  Score: Raw -3846737.957356 + Penalty 3470.247503 = -3843267.709853
  nChanged 290
		SP:Iteration 22Q (170915.250000 sec): 3 clusters
  Score: Raw -3846790.761663 + Penalty 3470.247503 = -3843320.514160
  nChanged 299
		SP:Iteration 23Q (170915.630000 sec): 3 clusters
  Score: Raw -3846847.597914 + Penalty 3470.247503 = -3843377.350411
  nChanged 301
		SP:Iteration 24Q (170916.090000 sec): 3 clusters
  Score: Raw -3846903.227406 + Penalty 3470.247503 = -3843432.979903
  nChanged 292
		SP:Iteration 25Q (170916.420000 sec): 3 clusters
  Score: Raw -3846959.703915 + Penalty 3470.247503 = -3843489.456411
  nChanged 320
		SP:Iteration 26Q (170916.820000 sec): 3 clusters
  Score: Raw -3847026.466495 + Penalty 3470.247503 = -3843556.218992
  nChanged 343
		SP:Iteration 27Q (170917.160000 sec): 3 clusters
  Score: Raw -3847091.350034 + Penalty 3470.247503 = -3843621.102531
  nChanged 359
		SP:Iteration 28Q (170917.540000 sec): 3 clusters
  Score: Raw -3847164.053916 + Penalty 3470.247503 = -3843693.806413
  nChanged 371
		SP:Iteration 29Q (170917.890000 sec): 3 clusters
  Score: Raw -3847244.110042 + Penalty 3470.247503 = -3843773.862538
  nChanged 357
		SP:Iteration 30Q (170918.280000 sec): 3 clusters
  Score: Raw -3847313.985643 + Penalty 3470.247503 = -3843843.738139
  nChanged 368
		SP:Iteration 31Q (170918.720000 sec): 3 clusters
  Score: Raw -3847387.316757 + Penalty 3470.247503 = -3843917.069254
  nChanged 358
		SP:Iteration 32Q (170919.060000 sec): 3 clusters
  Score: Raw -3847457.660625 + Penalty 3470.247503 = -3843987.413122
  nChanged 364
		SP:Iteration 33Q (170919.420000 sec): 3 clusters
  Score: Raw -3847534.330415 + Penalty 3470.247503 = -3844064.082912
  nChanged 366
		SP:Iteration 34Q (170919.840000 sec): 3 clusters
  Score: Raw -3847609.757215 + Penalty 3470.247503 = -3844139.509711
  nChanged 329
		SP:Iteration 35Q (170920.280000 sec): 3 clusters
  Score: Raw -3847673.245493 + Penalty 3470.247503 = -3844202.997989
  nChanged 306
		SP:Iteration 36Q (170920.620000 sec): 3 clusters
  Score: Raw -3847733.745878 + Penalty 3470.247503 = -3844263.498375
  nChanged 301
		SP:Iteration 37Q (170921.000000 sec): 3 clusters
  Score: Raw -3847796.141276 + Penalty 3470.247503 = -3844325.893773
  nChanged 280
		SP:Iteration 38Q (170921.420000 sec): 3 clusters
  Score: Raw -3847849.535397 + Penalty 3470.247503 = -3844379.287894
  nChanged 274
		SP:Iteration 39Q (170921.800000 sec): 3 clusters
  Score: Raw -3847896.311711 + Penalty 3470.247503 = -3844426.064208
  nChanged 246
		SP:Iteration 40F (170922.180000 sec): 3 clusters
  Score: Raw -3847936.189701 + Penalty 3470.247503 = -3844465.942197
  nChanged 221
		SP:Iteration 41Q (170922.480000 sec): 3 clusters
  Score: Raw -3847973.012512 + Penalty 3470.247503 = -3844502.765009
  nChanged 224
		SP:Iteration 42Q (170922.900000 sec): 3 clusters
  Score: Raw -3848012.630121 + Penalty 3470.247503 = -3844542.382617
  nChanged 206
		SP:Iteration 43Q (170923.260000 sec): 3 clusters
  Score: Raw -3848045.522074 + Penalty 3470.247503 = -3844575.274571
  nChanged 204
		SP:Iteration 44Q (170923.710000 sec): 3 clusters
  Score: Raw -3848079.947673 + Penalty 3470.247503 = -3844609.700170
  nChanged 198
		SP:Iteration 45Q (170924.100000 sec): 3 clusters
  Score: Raw -3848116.089743 + Penalty 3470.247503 = -3844645.842239
  nChanged 193
		SP:Iteration 46Q (170924.440000 sec): 3 clusters
  Score: Raw -3848147.709876 + Penalty 3470.247503 = -3844677.462373
  nChanged 178
		SP:Iteration 47Q (170924.830000 sec): 3 clusters
  Score: Raw -3848171.361106 + Penalty 3470.247503 = -3844701.113602
  nChanged 151
		SP:Iteration 48Q (170925.180000 sec): 3 clusters
  Score: Raw -3848192.368636 + Penalty 3470.247503 = -3844722.121133
  nChanged 166
		SP:Iteration 49Q (170925.530000 sec): 3 clusters
  Score: Raw -3848220.099306 + Penalty 3470.247503 = -3844749.851803
  nChanged 152
		SP:Iteration 50Q (170925.930000 sec): 3 clusters
  Score: Raw -3848244.661506 + Penalty 3470.247503 = -3844774.414003
  nChanged 146
		SP:Iteration 51Q (170926.280000 sec): 3 clusters
  Score: Raw -3848268.415061 + Penalty 3470.247503 = -3844798.167558
  nChanged 161
		SP:Iteration 52Q (170926.670000 sec): 3 clusters
  Score: Raw -3848294.777833 + Penalty 3470.247503 = -3844824.530330
  nChanged 155
		SP:Iteration 53Q (170927.040000 sec): 3 clusters
  Score: Raw -3848318.406975 + Penalty 3470.247503 = -3844848.159471
  nChanged 157
		SP:Iteration 54Q (170927.370000 sec): 3 clusters
  Score: Raw -3848343.149156 + Penalty 3470.247503 = -3844872.901653
  nChanged 146
		SP:Iteration 55Q (170927.700000 sec): 3 clusters
  Score: Raw -3848368.141194 + Penalty 3470.247503 = -3844897.893691
  nChanged 138
		SP:Iteration 56Q (170928.090000 sec): 3 clusters
  Score: Raw -3848390.461775 + Penalty 3470.247503 = -3844920.214272
  nChanged 122
		SP:Iteration 57Q (170928.530000 sec): 3 clusters
  Score: Raw -3848407.966217 + Penalty 3470.247503 = -3844937.718714
  nChanged 120
		SP:Iteration 58Q (170928.930000 sec): 3 clusters
  Score: Raw -3848426.227378 + Penalty 3470.247503 = -3844955.979874
  nChanged 113
		SP:Iteration 59Q (170929.250000 sec): 3 clusters
  Score: Raw -3848442.857736 + Penalty 3470.247503 = -3844972.610233
  nChanged 112
		SP:Iteration 60F (170929.600000 sec): 3 clusters
  Score: Raw -3848460.648492 + Penalty 3470.247503 = -3844990.400988
  nChanged 107
		SP:Iteration 61Q (170929.880000 sec): 3 clusters
  Score: Raw -3848476.235817 + Penalty 3470.247503 = -3845005.988313
  nChanged 91
		SP:Iteration 62Q (170930.250000 sec): 3 clusters
  Score: Raw -3848487.626896 + Penalty 3470.247503 = -3845017.379392
  nChanged 100
		SP:Iteration 63Q (170930.610000 sec): 3 clusters
  Score: Raw -3848502.207744 + Penalty 3470.247503 = -3845031.960241
  nChanged 103
		SP:Iteration 64Q (170931.010000 sec): 3 clusters
  Score: Raw -3848517.892410 + Penalty 3470.247503 = -3845047.644906
  nChanged 102
		SP:Iteration 65Q (170931.390000 sec): 3 clusters
  Score: Raw -3848534.298722 + Penalty 3470.247503 = -3845064.051219
  nChanged 113
		SP:Iteration 66Q (170931.770000 sec): 3 clusters
  Score: Raw -3848554.891998 + Penalty 3470.247503 = -3845084.644494
  nChanged 100
		SP:Iteration 67Q (170932.150000 sec): 3 clusters
  Score: Raw -3848571.054508 + Penalty 3470.247503 = -3845100.807005
  nChanged 95
		SP:Iteration 68Q (170932.570000 sec): 3 clusters
  Score: Raw -3848584.503130 + Penalty 3470.247503 = -3845114.255627
  nChanged 90
		SP:Iteration 69Q (170932.970000 sec): 3 clusters
  Score: Raw -3848598.253563 + Penalty 3470.247503 = -3845128.006059
  nChanged 94
		SP:Iteration 70Q (170933.370000 sec): 3 clusters
  Score: Raw -3848615.387493 + Penalty 3470.247503 = -3845145.139990
  nChanged 97
		SP:Iteration 71Q (170933.750000 sec): 3 clusters
  Score: Raw -3848631.825409 + Penalty 3470.247503 = -3845161.577905
  nChanged 84
		SP:Iteration 72Q (170934.170000 sec): 3 clusters
  Score: Raw -3848646.720577 + Penalty 3470.247503 = -3845176.473074
  nChanged 94
		SP:Iteration 73Q (170934.490000 sec): 3 clusters
  Score: Raw -3848662.913068 + Penalty 3470.247503 = -3845192.665565
  nChanged 86
		SP:Iteration 74Q (170934.890000 sec): 3 clusters
  Score: Raw -3848675.414649 + Penalty 3470.247503 = -3845205.167146
  nChanged 90
		SP:Iteration 75Q (170935.280000 sec): 3 clusters
  Score: Raw -3848690.732292 + Penalty 3470.247503 = -3845220.484789
  nChanged 90
		SP:Iteration 76Q (170935.620000 sec): 3 clusters
  Score: Raw -3848704.296164 + Penalty 3470.247503 = -3845234.048660
  nChanged 101
		SP:Iteration 77Q (170935.970000 sec): 3 clusters
  Score: Raw -3848723.415951 + Penalty 3470.247503 = -3845253.168448
  nChanged 116
		SP:Iteration 78Q (170936.360000 sec): 3 clusters
  Score: Raw -3848747.265398 + Penalty 3470.247503 = -3845277.017894
  nChanged 112
		SP:Iteration 79Q (170936.700000 sec): 3 clusters
  Score: Raw -3848771.718395 + Penalty 3470.247503 = -3845301.470892
  nChanged 122
		SP:Iteration 80F (170937.080000 sec): 3 clusters
  Score: Raw -3848800.648313 + Penalty 3470.247503 = -3845330.400810
  nChanged 115
		SP:Iteration 81Q (170937.450000 sec): 3 clusters
  Score: Raw -3848828.523509 + Penalty 3470.247503 = -3845358.276006
  nChanged 113
		SP:Iteration 82Q (170937.770000 sec): 3 clusters
  Score: Raw -3848857.361148 + Penalty 3470.247503 = -3845387.113644
  nChanged 111
		SP:Iteration 83Q (170938.140000 sec): 3 clusters
  Score: Raw -3848885.823861 + Penalty 3470.247503 = -3845415.576358
  nChanged 103
		SP:Iteration 84Q (170938.440000 sec): 3 clusters
  Score: Raw -3848912.343943 + Penalty 3470.247503 = -3845442.096439
  nChanged 116
		SP:Iteration 85Q (170938.810000 sec): 3 clusters
  Score: Raw -3848944.335917 + Penalty 3470.247503 = -3845474.088414
  nChanged 107
		SP:Iteration 86Q (170939.230000 sec): 3 clusters
  Score: Raw -3848976.077512 + Penalty 3470.247503 = -3845505.830008
  nChanged 102
		SP:Iteration 87Q (170939.650000 sec): 3 clusters
  Score: Raw -3849006.082692 + Penalty 3470.247503 = -3845535.835188
  nChanged 107
		SP:Iteration 88Q (170940.000000 sec): 3 clusters
  Score: Raw -3849043.529055 + Penalty 3470.247503 = -3845573.281552
  nChanged 99
		SP:Iteration 89Q (170940.360000 sec): 3 clusters
  Score: Raw -3849073.914505 + Penalty 3470.247503 = -3845603.667002
  nChanged 94
		SP:Iteration 90Q (170940.720000 sec): 3 clusters
  Score: Raw -3849104.255434 + Penalty 3470.247503 = -3845634.007930
  nChanged 102
		SP:Iteration 91Q (170941.060000 sec): 3 clusters
  Score: Raw -3849140.574352 + Penalty 3470.247503 = -3845670.326849
  nChanged 98
		SP:Iteration 92Q (170941.520000 sec): 3 clusters
  Score: Raw -3849175.535164 + Penalty 3470.247503 = -3845705.287661
  nChanged 77
		SP:Iteration 93Q (170941.800000 sec): 3 clusters
  Score: Raw -3849197.755190 + Penalty 3470.247503 = -3845727.507687
  nChanged 53
		SP:Iteration 94Q (170942.220000 sec): 3 clusters
  Score: Raw -3849212.722146 + Penalty 3470.247503 = -3845742.474642
  nChanged 57
		SP:Iteration 95Q (170942.590000 sec): 3 clusters
  Score: Raw -3849230.212329 + Penalty 3470.247503 = -3845759.964826
  nChanged 57
		SP:Iteration 96Q (170942.980000 sec): 3 clusters
  Score: Raw -3849249.981716 + Penalty 3470.247503 = -3845779.734213
  nChanged 70
		SP:Iteration 97Q (170943.320000 sec): 3 clusters
  Score: Raw -3849274.882292 + Penalty 3470.247503 = -3845804.634788
  nChanged 63
		SP:Iteration 98Q (170943.700000 sec): 3 clusters
  Score: Raw -3849297.606189 + Penalty 3470.247503 = -3845827.358685
  nChanged 62
		SP:Iteration 99Q (170944.070000 sec): 3 clusters
  Score: Raw -3849320.565517 + Penalty 3470.247503 = -3845850.318014
  nChanged 69
		SP:Iteration 100F (170944.460000 sec): 3 clusters
  Score: Raw -3849345.467561 + Penalty 3470.247503 = -3845875.220058
  nChanged 55
		SP:Iteration 101Q (170944.870000 sec): 3 clusters
  Score: Raw -3849361.803968 + Penalty 3470.247503 = -3845891.556465
  nChanged 41
		SP:Iteration 102Q (170945.210000 sec): 3 clusters
  Score: Raw -3849374.369733 + Penalty 3470.247503 = -3845904.122229
  nChanged 30
		SP:Iteration 103Q (170945.610000 sec): 3 clusters
  Score: Raw -3849384.534354 + Penalty 3470.247503 = -3845914.286850
  nChanged 34
		SP:Iteration 104Q (170945.990000 sec): 3 clusters
  Score: Raw -3849394.324585 + Penalty 3470.247503 = -3845924.077081
  nChanged 29
		SP:Iteration 105Q (170946.330000 sec): 3 clusters
  Score: Raw -3849403.504588 + Penalty 3470.247503 = -3845933.257085
  nChanged 23
		SP:Iteration 106Q (170946.700000 sec): 3 clusters
  Score: Raw -3849410.890768 + Penalty 3470.247503 = -3845940.643264
  nChanged 29
		SP:Iteration 107Q (170947.090000 sec): 3 clusters
  Score: Raw -3849419.693109 + Penalty 3470.247503 = -3845949.445605
  nChanged 28
		SP:Iteration 108Q (170947.430000 sec): 3 clusters
  Score: Raw -3849429.221715 + Penalty 3470.247503 = -3845958.974212
  nChanged 27
		SP:Iteration 109Q (170947.740000 sec): 3 clusters
  Score: Raw -3849439.817762 + Penalty 3470.247503 = -3845969.570259
  nChanged 26
		SP:Iteration 110Q (170948.010000 sec): 3 clusters
  Score: Raw -3849449.922964 + Penalty 3470.247503 = -3845979.675461
  nChanged 27
		SP:Iteration 111Q (170948.300000 sec): 3 clusters
  Score: Raw -3849458.476694 + Penalty 3470.247503 = -3845988.229190
  nChanged 19
		SP:Iteration 112Q (170948.620000 sec): 3 clusters
  Score: Raw -3849462.932324 + Penalty 3470.247503 = -3845992.684820
  nChanged 18
		SP:Iteration 113Q (170948.980000 sec): 3 clusters
  Score: Raw -3849467.143922 + Penalty 3470.247503 = -3845996.896419
  nChanged 12
		SP:Iteration 114Q (170949.280000 sec): 3 clusters
  Score: Raw -3849469.682009 + Penalty 3470.247503 = -3845999.434505
  nChanged 16
		SP:Iteration 115Q (170949.560000 sec): 3 clusters
  Score: Raw -3849473.388383 + Penalty 3470.247503 = -3846003.140879
  nChanged 15
		SP:Iteration 116Q (170949.900000 sec): 3 clusters
  Score: Raw -3849476.339400 + Penalty 3470.247503 = -3846006.091896
  nChanged 13
		SP:Iteration 117Q (170950.220000 sec): 3 clusters
  Score: Raw -3849479.545554 + Penalty 3470.247503 = -3846009.298051
  nChanged 9
		SP:Iteration 118Q (170950.530000 sec): 3 clusters
  Score: Raw -3849481.534799 + Penalty 3470.247503 = -3846011.287295
  nChanged 7
		SP:Iteration 119Q (170950.860000 sec): 3 clusters
  Score: Raw -3849483.032848 + Penalty 3470.247503 = -3846012.785345
  nChanged 6
		SP:Iteration 120F (170951.230000 sec): 3 clusters
  Score: Raw -3849484.120980 + Penalty 3470.247503 = -3846013.873477
  nChanged 3
		SP:Iteration 121Q (170951.500000 sec): 3 clusters
  Score: Raw -3849484.755586 + Penalty 3470.247503 = -3846014.508083
  nChanged 4
		SP:Iteration 122Q (170951.880000 sec): 3 clusters
  Score: Raw -3849485.506800 + Penalty 3470.247503 = -3846015.259297
  nChanged 3
		SP:Iteration 123Q (170952.210000 sec): 3 clusters
  Score: Raw -3849486.117462 + Penalty 3470.247503 = -3846015.869959
  nChanged 4
		SP:Iteration 124Q (170952.580000 sec): 3 clusters
  Score: Raw -3849487.150503 + Penalty 3470.247503 = -3846016.902999
  nChanged 4
		SP:Iteration 125Q (170952.890000 sec): 3 clusters
  Score: Raw -3849487.835264 + Penalty 3470.247503 = -3846017.587761
  nChanged 2
		SP:Iteration 126Q (170953.250000 sec): 3 clusters
  Score: Raw -3849488.337970 + Penalty 3470.247503 = -3846018.090466
  nChanged 4
		SP:Iteration 127Q (170953.560000 sec): 3 clusters
  Score: Raw -3849489.301872 + Penalty 3470.247503 = -3846019.054369
  nChanged 3
		SP:Iteration 128Q (170953.880000 sec): 3 clusters
  Score: Raw -3849490.245292 + Penalty 3470.247503 = -3846019.997788
  nChanged 3
		SP:Iteration 129Q (170954.210000 sec): 3 clusters
  Score: Raw -3849491.396613 + Penalty 3470.247503 = -3846021.149109
  nChanged 6
		SP:Iteration 130Q (170954.540000 sec): 3 clusters
  Score: Raw -3849492.824615 + Penalty 3470.247503 = -3846022.577112
  nChanged 5
		SP:Iteration 131Q (170954.860000 sec): 3 clusters
  Score: Raw -3849493.846616 + Penalty 3470.247503 = -3846023.599113
  nChanged 3
		SP:Iteration 132Q (170955.150000 sec): 3 clusters
  Score: Raw -3849494.347280 + Penalty 3470.247503 = -3846024.099777
  nChanged 4
		SP:Iteration 133Q (170955.460000 sec): 3 clusters
  Score: Raw -3849495.106443 + Penalty 3470.247503 = -3846024.858939
  nChanged 7
		SP:Iteration 134Q (170955.760000 sec): 3 clusters
  Score: Raw -3849496.842637 + Penalty 3470.247503 = -3846026.595134
  nChanged 10
		SP:Iteration 135Q (170956.060000 sec): 3 clusters
  Score: Raw -3849499.228215 + Penalty 3470.247503 = -3846028.980711
  nChanged 8
		SP:Iteration 136Q (170956.360000 sec): 3 clusters
  Score: Raw -3849501.180165 + Penalty 3470.247503 = -3846030.932662
  nChanged 12
		SP:Iteration 137Q (170956.730000 sec): 3 clusters
  Score: Raw -3849504.453205 + Penalty 3470.247503 = -3846034.205701
  nChanged 12
		SP:Iteration 138Q (170957.030000 sec): 3 clusters
  Score: Raw -3849507.842959 + Penalty 3470.247503 = -3846037.595455
  nChanged 11
		SP:Iteration 139Q (170957.340000 sec): 3 clusters
  Score: Raw -3849511.202618 + Penalty 3470.247503 = -3846040.955114
  nChanged 11
		SP:Iteration 140F (170957.640000 sec): 3 clusters
  Score: Raw -3849514.470296 + Penalty 3470.247503 = -3846044.222793
  nChanged 13
		SP:Iteration 141Q (170957.980000 sec): 3 clusters
  Score: Raw -3849517.295775 + Penalty 3470.247503 = -3846047.048272
  nChanged 7
		SP:Iteration 142Q (170958.320000 sec): 3 clusters
  Score: Raw -3849518.689131 + Penalty 3470.247503 = -3846048.441627
  nChanged 4
		SP:Iteration 143Q (170958.670000 sec): 3 clusters
  Score: Raw -3849519.321169 + Penalty 3470.247503 = -3846049.073665
  nChanged 4
		SP:Iteration 144Q (170959.030000 sec): 3 clusters
  Score: Raw -3849520.564011 + Penalty 3470.247503 = -3846050.316508
  nChanged 3
		SP:Iteration 145Q (170959.350000 sec): 3 clusters
  Score: Raw -3849521.267795 + Penalty 3470.247503 = -3846051.020291
  nChanged 6
		SP:Iteration 146Q (170959.700000 sec): 3 clusters
  Score: Raw -3849523.307532 + Penalty 3470.247503 = -3846053.060028
  nChanged 11
		SP:Iteration 147Q (170960.070000 sec): 3 clusters
  Score: Raw -3849526.450527 + Penalty 3470.247503 = -3846056.203024
  nChanged 10
		SP:Iteration 148Q (170960.380000 sec): 3 clusters
  Score: Raw -3849530.117910 + Penalty 3470.247503 = -3846059.870407
  nChanged 12
		SP:Iteration 149Q (170960.710000 sec): 3 clusters
  Score: Raw -3849534.162028 + Penalty 3470.247503 = -3846063.914525
  nChanged 10
		SP:Iteration 150Q (170961.000000 sec): 3 clusters
  Score: Raw -3849536.650556 + Penalty 3470.247503 = -3846066.403053
  nChanged 9
		SP:Iteration 151Q (170961.360000 sec): 3 clusters
  Score: Raw -3849538.732556 + Penalty 3470.247503 = -3846068.485052
  nChanged 6
		SP:Iteration 152Q (170961.670000 sec): 3 clusters
  Score: Raw -3849539.875253 + Penalty 3470.247503 = -3846069.627749
  nChanged 5
		SP:Iteration 153Q (170961.980000 sec): 3 clusters
  Score: Raw -3849541.176001 + Penalty 3470.247503 = -3846070.928497
  nChanged 4
		SP:Iteration 154Q (170962.300000 sec): 3 clusters
  Score: Raw -3849542.489493 + Penalty 3470.247503 = -3846072.241989
  nChanged 2
		SP:Iteration 155Q (170962.570000 sec): 3 clusters
  Score: Raw -3849543.060453 + Penalty 3470.247503 = -3846072.812949
  nChanged 2
		SP:Iteration 156Q (170962.950000 sec): 3 clusters
  Score: Raw -3849543.429357 + Penalty 3470.247503 = -3846073.181853
  nChanged 1
		SP:Iteration 157Q (170963.250000 sec): 3 clusters
  Score: Raw -3849543.737548 + Penalty 3470.247503 = -3846073.490045
  nChanged 0
		SP:Iteration 158F (170963.620000 sec): 3 clusters
  Score: Raw -3849543.737548 + Penalty 3470.247503 = -3846073.490045
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 14 (7054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170963.740000 sec): 2 clusters
  Score: Raw -556712.511102 + Penalty 1439.969393 = -555272.541709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170963.960000 sec): 3 clusters
  Score: Raw -552827.314403 + Penalty 2879.938786 = -549947.375617
  nChanged 2981
		SP:Iteration 1F (170964.150000 sec): 3 clusters
  Score: Raw -554440.922247 + Penalty 2879.938786 = -551560.983461
  nChanged 466
		SP:Iteration 2F (170964.340000 sec): 3 clusters
  Score: Raw -554655.524688 + Penalty 2879.938786 = -551775.585902
  nChanged 396
		SP:Iteration 3F (170964.560000 sec): 3 clusters
  Score: Raw -554856.192361 + Penalty 2879.938786 = -551976.253575
  nChanged 362
		SP:Iteration 4F (170964.740000 sec): 3 clusters
  Score: Raw -555031.219667 + Penalty 2879.938786 = -552151.280881
  nChanged 311
		SP:Iteration 5Q (170964.930000 sec): 3 clusters
  Score: Raw -555173.134971 + Penalty 2879.938786 = -552293.196185
  nChanged 280
		SP:Iteration 6Q (170965.140000 sec): 3 clusters
  Score: Raw -555317.536383 + Penalty 2879.938786 = -552437.597597
  nChanged 263
		SP:Iteration 7Q (170965.330000 sec): 3 clusters
  Score: Raw -555475.888056 + Penalty 2879.938786 = -552595.949270
  nChanged 277
		SP:Iteration 8Q (170965.520000 sec): 3 clusters
  Score: Raw -555661.349384 + Penalty 2879.938786 = -552781.410598
  nChanged 308
		SP:Iteration 9Q (170965.730000 sec): 3 clusters
  Score: Raw -555891.395773 + Penalty 2879.938786 = -553011.456987
  nChanged 333
		SP:Iteration 10Q (170965.920000 sec): 3 clusters
  Score: Raw -556139.414676 + Penalty 2879.938786 = -553259.475890
  nChanged 330
		SP:Iteration 11Q (170966.110000 sec): 3 clusters
  Score: Raw -556394.944670 + Penalty 2879.938786 = -553515.005884
  nChanged 339
		SP:Iteration 12Q (170966.320000 sec): 3 clusters
  Score: Raw -556697.239663 + Penalty 2879.938786 = -553817.300877
  nChanged 322
		SP:Iteration 13Q (170966.530000 sec): 3 clusters
  Score: Raw -556966.440590 + Penalty 2879.938786 = -554086.501804
  nChanged 266
		SP:Iteration 14Q (170966.730000 sec): 3 clusters
  Score: Raw -557166.353677 + Penalty 2879.938786 = -554286.414891
  nChanged 229
		SP:Iteration 15Q (170966.910000 sec): 3 clusters
  Score: Raw -557346.699824 + Penalty 2879.938786 = -554466.761038
  nChanged 178
		SP:Iteration 16Q (170967.100000 sec): 3 clusters
  Score: Raw -557458.404756 + Penalty 2879.938786 = -554578.465970
  nChanged 130
		SP:Iteration 17Q (170967.310000 sec): 3 clusters
  Score: Raw -557527.261082 + Penalty 2879.938786 = -554647.322296
  nChanged 83
		SP:Iteration 18Q (170967.520000 sec): 3 clusters
  Score: Raw -557560.084849 + Penalty 2879.938786 = -554680.146063
  nChanged 49
		SP:Iteration 19Q (170967.710000 sec): 3 clusters
  Score: Raw -557571.321946 + Penalty 2879.938786 = -554691.383160
  nChanged 34
		SP:Iteration 20F (170967.910000 sec): 3 clusters
  Score: Raw -557579.771880 + Penalty 2879.938786 = -554699.833094
  nChanged 38
		SP:Iteration 21Q (170968.110000 sec): 3 clusters
  Score: Raw -557589.841228 + Penalty 2879.938786 = -554709.902442
  nChanged 42
		SP:Iteration 22Q (170968.310000 sec): 3 clusters
  Score: Raw -557600.760614 + Penalty 2879.938786 = -554720.821828
  nChanged 34
		SP:Iteration 23Q (170968.480000 sec): 3 clusters
  Score: Raw -557609.713803 + Penalty 2879.938786 = -554729.775017
  nChanged 24
		SP:Iteration 24Q (170968.680000 sec): 3 clusters
  Score: Raw -557615.043099 + Penalty 2879.938786 = -554735.104313
  nChanged 16
		SP:Iteration 25Q (170968.880000 sec): 3 clusters
  Score: Raw -557617.990014 + Penalty 2879.938786 = -554738.051228
  nChanged 12
		SP:Iteration 26Q (170969.060000 sec): 3 clusters
  Score: Raw -557619.705273 + Penalty 2879.938786 = -554739.766487
  nChanged 13
		SP:Iteration 27Q (170969.250000 sec): 3 clusters
  Score: Raw -557622.637962 + Penalty 2879.938786 = -554742.699176
  nChanged 13
		SP:Iteration 28Q (170969.410000 sec): 3 clusters
  Score: Raw -557625.338934 + Penalty 2879.938786 = -554745.400148
  nChanged 10
		SP:Iteration 29Q (170969.610000 sec): 3 clusters
  Score: Raw -557627.425562 + Penalty 2879.938786 = -554747.486776
  nChanged 8
		SP:Iteration 30Q (170969.790000 sec): 3 clusters
  Score: Raw -557628.862803 + Penalty 2879.938786 = -554748.924017
  nChanged 10
		SP:Iteration 31Q (170970.010000 sec): 3 clusters
  Score: Raw -557631.212418 + Penalty 2879.938786 = -554751.273632
  nChanged 8
		SP:Iteration 32Q (170970.220000 sec): 3 clusters
  Score: Raw -557632.578101 + Penalty 2879.938786 = -554752.639315
  nChanged 7
		SP:Iteration 33Q (170970.420000 sec): 3 clusters
  Score: Raw -557633.666804 + Penalty 2879.938786 = -554753.728018
  nChanged 5
		SP:Iteration 34Q (170970.610000 sec): 3 clusters
  Score: Raw -557634.409330 + Penalty 2879.938786 = -554754.470544
  nChanged 8
		SP:Iteration 35Q (170970.790000 sec): 3 clusters
  Score: Raw -557635.705716 + Penalty 2879.938786 = -554755.766930
  nChanged 8
		SP:Iteration 36Q (170970.990000 sec): 3 clusters
  Score: Raw -557636.933334 + Penalty 2879.938786 = -554756.994548
  nChanged 6
		SP:Iteration 37Q (170971.200000 sec): 3 clusters
  Score: Raw -557637.653350 + Penalty 2879.938786 = -554757.714564
  nChanged 3
		SP:Iteration 38Q (170971.400000 sec): 3 clusters
  Score: Raw -557638.045330 + Penalty 2879.938786 = -554758.106544
  nChanged 4
		SP:Iteration 39Q (170971.610000 sec): 3 clusters
  Score: Raw -557638.713468 + Penalty 2879.938786 = -554758.774682
  nChanged 7
		SP:Iteration 40F (170971.800000 sec): 3 clusters
  Score: Raw -557639.954579 + Penalty 2879.938786 = -554760.015793
  nChanged 5
		SP:Iteration 41Q (170972.010000 sec): 3 clusters
  Score: Raw -557640.777656 + Penalty 2879.938786 = -554760.838870
  nChanged 5
		SP:Iteration 42Q (170972.230000 sec): 3 clusters
  Score: Raw -557641.373456 + Penalty 2879.938786 = -554761.434670
  nChanged 2
		SP:Iteration 43Q (170972.440000 sec): 3 clusters
  Score: Raw -557641.512201 + Penalty 2879.938786 = -554761.573415
  nChanged 1
		SP:Iteration 44Q (170972.630000 sec): 3 clusters
  Score: Raw -557641.610441 + Penalty 2879.938786 = -554761.671655
  nChanged 0
		SP:Iteration 45F (170972.860000 sec): 3 clusters
  Score: Raw -557641.610441 + Penalty 2879.938786 = -554761.671655
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 15 (7656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170972.970000 sec): 2 clusters
  Score: Raw -684706.490413 + Penalty 1453.277302 = -683253.213112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170973.160000 sec): 3 clusters
  Score: Raw -680490.893380 + Penalty 2906.554603 = -677584.338777
  nChanged 3237
		SP:Iteration 1F (170973.350000 sec): 3 clusters
  Score: Raw -682215.531347 + Penalty 2906.554603 = -679308.976743
  nChanged 479
		SP:Iteration 2F (170973.580000 sec): 3 clusters
  Score: Raw -682423.273641 + Penalty 2906.554603 = -679516.719038
  nChanged 379
		SP:Iteration 3Q (170973.770000 sec): 3 clusters
  Score: Raw -682583.199271 + Penalty 2906.554603 = -679676.644668
  nChanged 305
		SP:Iteration 4Q (170973.950000 sec): 3 clusters
  Score: Raw -682702.857587 + Penalty 2906.554603 = -679796.302984
  nChanged 252
		SP:Iteration 5Q (170974.190000 sec): 3 clusters
  Score: Raw -682795.355195 + Penalty 2906.554603 = -679888.800592
  nChanged 235
		SP:Iteration 6Q (170974.390000 sec): 3 clusters
  Score: Raw -682889.194518 + Penalty 2906.554603 = -679982.639914
  nChanged 235
		SP:Iteration 7Q (170974.560000 sec): 3 clusters
  Score: Raw -683000.208652 + Penalty 2906.554603 = -680093.654049
  nChanged 251
		SP:Iteration 8Q (170974.790000 sec): 3 clusters
  Score: Raw -683113.684640 + Penalty 2906.554603 = -680207.130037
  nChanged 248
		SP:Iteration 9Q (170974.990000 sec): 3 clusters
  Score: Raw -683241.203806 + Penalty 2906.554603 = -680334.649203
  nChanged 271
		SP:Iteration 10Q (170975.150000 sec): 3 clusters
  Score: Raw -683382.276288 + Penalty 2906.554603 = -680475.721685
  nChanged 288
		SP:Iteration 11Q (170975.340000 sec): 3 clusters
  Score: Raw -683545.182803 + Penalty 2906.554603 = -680638.628200
  nChanged 275
		SP:Iteration 12Q (170975.540000 sec): 3 clusters
  Score: Raw -683724.801288 + Penalty 2906.554603 = -680818.246684
  nChanged 276
		SP:Iteration 13Q (170975.740000 sec): 3 clusters
  Score: Raw -683918.388125 + Penalty 2906.554603 = -681011.833522
  nChanged 253
		SP:Iteration 14Q (170975.930000 sec): 3 clusters
  Score: Raw -684095.271361 + Penalty 2906.554603 = -681188.716758
  nChanged 211
		SP:Iteration 15Q (170976.140000 sec): 3 clusters
  Score: Raw -684238.994584 + Penalty 2906.554603 = -681332.439981
  nChanged 168
		SP:Iteration 16Q (170976.340000 sec): 3 clusters
  Score: Raw -684367.531667 + Penalty 2906.554603 = -681460.977064
  nChanged 153
		SP:Iteration 17Q (170976.570000 sec): 3 clusters
  Score: Raw -684503.788663 + Penalty 2906.554603 = -681597.234059
  nChanged 132
		SP:Iteration 18Q (170976.800000 sec): 3 clusters
  Score: Raw -684618.940857 + Penalty 2906.554603 = -681712.386254
  nChanged 107
		SP:Iteration 19Q (170977.000000 sec): 3 clusters
  Score: Raw -684724.444249 + Penalty 2906.554603 = -681817.889645
  nChanged 61
		SP:Iteration 20F (170977.190000 sec): 3 clusters
  Score: Raw -684787.504908 + Penalty 2906.554603 = -681880.950305
  nChanged 57
		SP:Iteration 21Q (170977.410000 sec): 3 clusters
  Score: Raw -684843.202652 + Penalty 2906.554603 = -681936.648048
  nChanged 40
		SP:Iteration 22Q (170977.580000 sec): 3 clusters
  Score: Raw -684879.772203 + Penalty 2906.554603 = -681973.217600
  nChanged 24
		SP:Iteration 23Q (170977.770000 sec): 3 clusters
  Score: Raw -684895.043725 + Penalty 2906.554603 = -681988.489122
  nChanged 23
		SP:Iteration 24Q (170977.930000 sec): 3 clusters
  Score: Raw -684910.024462 + Penalty 2906.554603 = -682003.469859
  nChanged 15
		SP:Iteration 25Q (170978.120000 sec): 3 clusters
  Score: Raw -684922.944037 + Penalty 2906.554603 = -682016.389434
  nChanged 14
		SP:Iteration 26Q (170978.310000 sec): 3 clusters
  Score: Raw -684935.831821 + Penalty 2906.554603 = -682029.277218
  nChanged 14
		SP:Iteration 27Q (170978.470000 sec): 3 clusters
  Score: Raw -684951.462942 + Penalty 2906.554603 = -682044.908338
  nChanged 14
		SP:Iteration 28Q (170978.660000 sec): 3 clusters
  Score: Raw -684959.758191 + Penalty 2906.554603 = -682053.203587
  nChanged 9
		SP:Iteration 29Q (170978.880000 sec): 3 clusters
  Score: Raw -684963.149958 + Penalty 2906.554603 = -682056.595354
  nChanged 4
		SP:Iteration 30Q (170979.080000 sec): 3 clusters
  Score: Raw -684966.180138 + Penalty 2906.554603 = -682059.625535
  nChanged 5
		SP:Iteration 31Q (170979.300000 sec): 3 clusters
  Score: Raw -684968.955647 + Penalty 2906.554603 = -682062.401044
  nChanged 3
		SP:Iteration 32Q (170979.460000 sec): 3 clusters
  Score: Raw -684969.638916 + Penalty 2906.554603 = -682063.084312
  nChanged 1
		SP:Iteration 33Q (170979.650000 sec): 3 clusters
  Score: Raw -684969.888348 + Penalty 2906.554603 = -682063.333745
  nChanged 0
		SP:Iteration 34F (170979.860000 sec): 3 clusters
  Score: Raw -684969.888348 + Penalty 2906.554603 = -682063.333745
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 16 (181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170979.970000 sec): 2 clusters
  Score: Raw -12203.483227 + Penalty 844.755768 = -11358.727459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170980.120000 sec): 3 clusters
  Score: Raw -12308.109126 + Penalty 1689.511535 = -10618.597591
  nChanged 23
		SP:Iteration 1F (170980.270000 sec): 3 clusters
  Score: Raw -12375.163506 + Penalty 1689.511535 = -10685.651971
  nChanged 5
		SP:Iteration 2Q (170980.470000 sec): 3 clusters
  Score: Raw -12391.764642 + Penalty 1689.511535 = -10702.253107
  nChanged 5
		SP:Iteration 3Q (170980.640000 sec): 3 clusters
  Score: Raw -12408.031940 + Penalty 1689.511535 = -10718.520405
  nChanged 1
		SP:Iteration 4Q (170980.820000 sec): 3 clusters
  Score: Raw -12411.749639 + Penalty 1689.511535 = -10722.238104
  nChanged 1
		SP:Iteration 5Q (170980.970000 sec): 3 clusters
  Score: Raw -12419.156904 + Penalty 1689.511535 = -10729.645369
  nChanged 2
		SP:Iteration 6Q (170981.120000 sec): 3 clusters
  Score: Raw -12426.553122 + Penalty 1689.511535 = -10737.041586
  nChanged 2
		SP:Iteration 7Q (170981.300000 sec): 3 clusters
  Score: Raw -12439.105778 + Penalty 1689.511535 = -10749.594242
  nChanged 1
		SP:Iteration 8Q (170981.480000 sec): 3 clusters
  Score: Raw -12443.210981 + Penalty 1689.511535 = -10753.699446
  nChanged 0
		SP:Iteration 9F (170981.700000 sec): 3 clusters
  Score: Raw -12443.210981 + Penalty 1689.511535 = -10753.699446
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 17 (11189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (170981.820000 sec): 2 clusters
  Score: Raw -943012.508861 + Penalty 1514.936545 = -941497.572316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (170982.070000 sec): 3 clusters
  Score: Raw -936666.961624 + Penalty 3029.873090 = -933637.088534
  nChanged 4885
		SP:Iteration 1F (170982.310000 sec): 3 clusters
  Score: Raw -939262.604227 + Penalty 3029.873090 = -936232.731136
  nChanged 727
		SP:Iteration 2F (170982.520000 sec): 3 clusters
  Score: Raw -939631.594714 + Penalty 3029.873090 = -936601.721623
  nChanged 641
		SP:Iteration 3F (170982.740000 sec): 3 clusters
  Score: Raw -940007.456254 + Penalty 3029.873090 = -936977.583163
  nChanged 619
		SP:Iteration 4F (170982.940000 sec): 3 clusters
  Score: Raw -940409.715565 + Penalty 3029.873090 = -937379.842474
  nChanged 645
		SP:Iteration 5F (170983.140000 sec): 3 clusters
  Score: Raw -940898.851460 + Penalty 3029.873090 = -937868.978369
  nChanged 649
		SP:Iteration 6F (170983.350000 sec): 3 clusters
  Score: Raw -941455.585238 + Penalty 3029.873090 = -938425.712148
  nChanged 587
		SP:Iteration 7F (170983.540000 sec): 3 clusters
  Score: Raw -941901.397694 + Penalty 3029.873090 = -938871.524603
  nChanged 494
		SP:Iteration 8Q (170983.780000 sec): 3 clusters
  Score: Raw -942236.760111 + Penalty 3029.873090 = -939206.887020
  nChanged 403
		SP:Iteration 9Q (170984.000000 sec): 3 clusters
  Score: Raw -942470.867295 + Penalty 3029.873090 = -939440.994204
  nChanged 333
		SP:Iteration 10Q (170984.260000 sec): 3 clusters
  Score: Raw -942627.901990 + Penalty 3029.873090 = -939598.028900
  nChanged 252
		SP:Iteration 11Q (170984.450000 sec): 3 clusters
  Score: Raw -942736.916306 + Penalty 3029.873090 = -939707.043216
  nChanged 217
		SP:Iteration 12Q (170984.670000 sec): 3 clusters
  Score: Raw -942830.879489 + Penalty 3029.873090 = -939801.006399
  nChanged 193
		SP:Iteration 13Q (170984.900000 sec): 3 clusters
  Score: Raw -942899.909358 + Penalty 3029.873090 = -939870.036268
  nChanged 142
		SP:Iteration 14Q (170985.130000 sec): 3 clusters
  Score: Raw -942944.899827 + Penalty 3029.873090 = -939915.026736
  nChanged 130
		SP:Iteration 15Q (170985.340000 sec): 3 clusters
  Score: Raw -942988.170994 + Penalty 3029.873090 = -939958.297903
  nChanged 113
		SP:Iteration 16Q (170985.530000 sec): 3 clusters
  Score: Raw -943025.786961 + Penalty 3029.873090 = -939995.913871
  nChanged 97
		SP:Iteration 17Q (170985.720000 sec): 3 clusters
  Score: Raw -943060.406062 + Penalty 3029.873090 = -940030.532971
  nChanged 99
		SP:Iteration 18Q (170985.940000 sec): 3 clusters
  Score: Raw -943091.806092 + Penalty 3029.873090 = -940061.933002
  nChanged 90
		SP:Iteration 19Q (170986.200000 sec): 3 clusters
  Score: Raw -943121.569329 + Penalty 3029.873090 = -940091.696239
  nChanged 97
		SP:Iteration 20F (170986.400000 sec): 3 clusters
  Score: Raw -943151.677788 + Penalty 3029.873090 = -940121.804698
  nChanged 82
		SP:Iteration 21Q (170986.600000 sec): 3 clusters
  Score: Raw -943178.837723 + Penalty 3029.873090 = -940148.964632
  nChanged 63
		SP:Iteration 22Q (170986.750000 sec): 3 clusters
  Score: Raw -943201.287929 + Penalty 3029.873090 = -940171.414839
  nChanged 48
		SP:Iteration 23Q (170987.020000 sec): 3 clusters
  Score: Raw -943217.724693 + Penalty 3029.873090 = -940187.851602
  nChanged 45
		SP:Iteration 24Q (170987.190000 sec): 3 clusters
  Score: Raw -943229.246653 + Penalty 3029.873090 = -940199.373563
  nChanged 31
		SP:Iteration 25Q (170987.430000 sec): 3 clusters
  Score: Raw -943236.658680 + Penalty 3029.873090 = -940206.785589
  nChanged 29
		SP:Iteration 26Q (170987.630000 sec): 3 clusters
  Score: Raw -943242.478689 + Penalty 3029.873090 = -940212.605599
  nChanged 23
		SP:Iteration 27Q (170987.860000 sec): 3 clusters
  Score: Raw -943247.372917 + Penalty 3029.873090 = -940217.499827
  nChanged 19
		SP:Iteration 28Q (170988.090000 sec): 3 clusters
  Score: Raw -943252.097419 + Penalty 3029.873090 = -940222.224329
  nChanged 18
		SP:Iteration 29Q (170988.320000 sec): 3 clusters
  Score: Raw -943256.811135 + Penalty 3029.873090 = -940226.938045
  nChanged 11
		SP:Iteration 30Q (170988.500000 sec): 3 clusters
  Score: Raw -943259.455888 + Penalty 3029.873090 = -940229.582798
  nChanged 12
		SP:Iteration 31Q (170988.730000 sec): 3 clusters
  Score: Raw -943262.987161 + Penalty 3029.873090 = -940233.114070
  nChanged 19
		SP:Iteration 32Q (170988.940000 sec): 3 clusters
  Score: Raw -943269.902191 + Penalty 3029.873090 = -940240.029101
  nChanged 21
		SP:Iteration 33Q (170989.180000 sec): 3 clusters
  Score: Raw -943277.151845 + Penalty 3029.873090 = -940247.278755
  nChanged 26
		SP:Iteration 34Q (170989.360000 sec): 3 clusters
  Score: Raw -943287.629591 + Penalty 3029.873090 = -940257.756500
  nChanged 39
		SP:Iteration 35Q (170989.550000 sec): 3 clusters
  Score: Raw -943303.293341 + Penalty 3029.873090 = -940273.420251
  nChanged 34
		SP:Iteration 36Q (170989.780000 sec): 3 clusters
  Score: Raw -943316.289274 + Penalty 3029.873090 = -940286.416184
  nChanged 40
		SP:Iteration 37Q (170990.000000 sec): 3 clusters
  Score: Raw -943327.884332 + Penalty 3029.873090 = -940298.011242
  nChanged 22
		SP:Iteration 38Q (170990.230000 sec): 3 clusters
  Score: Raw -943333.607666 + Penalty 3029.873090 = -940303.734575
  nChanged 14
		SP:Iteration 39Q (170990.460000 sec): 3 clusters
  Score: Raw -943336.695361 + Penalty 3029.873090 = -940306.822271
  nChanged 12
		SP:Iteration 40F (170990.710000 sec): 3 clusters
  Score: Raw -943340.426020 + Penalty 3029.873090 = -940310.552930
  nChanged 10
		SP:Iteration 41Q (170990.940000 sec): 3 clusters
  Score: Raw -943343.515389 + Penalty 3029.873090 = -940313.642299
  nChanged 10
		SP:Iteration 42Q (170991.140000 sec): 3 clusters
  Score: Raw -943346.316725 + Penalty 3029.873090 = -940316.443635
  nChanged 6
		SP:Iteration 43Q (170991.400000 sec): 3 clusters
  Score: Raw -943347.732935 + Penalty 3029.873090 = -940317.859844
  nChanged 5
		SP:Iteration 44Q (170991.590000 sec): 3 clusters
  Score: Raw -943349.011297 + Penalty 3029.873090 = -940319.138207
  nChanged 6
		SP:Iteration 45Q (170991.800000 sec): 3 clusters
  Score: Raw -943350.815768 + Penalty 3029.873090 = -940320.942677
  nChanged 6
		SP:Iteration 46Q (170992.020000 sec): 3 clusters
  Score: Raw -943353.297426 + Penalty 3029.873090 = -940323.424336
  nChanged 7
		SP:Iteration 47Q (170992.260000 sec): 3 clusters
  Score: Raw -943357.233789 + Penalty 3029.873090 = -940327.360699
  nChanged 7
		SP:Iteration 48Q (170992.480000 sec): 3 clusters
  Score: Raw -943359.519318 + Penalty 3029.873090 = -940329.646227
  nChanged 7
		SP:Iteration 49Q (170992.680000 sec): 3 clusters
  Score: Raw -943361.961651 + Penalty 3029.873090 = -940332.088561
  nChanged 5
		SP:Iteration 50Q (170992.900000 sec): 3 clusters
  Score: Raw -943363.859627 + Penalty 3029.873090 = -940333.986536
  nChanged 6
		SP:Iteration 51Q (170993.120000 sec): 3 clusters
  Score: Raw -943365.716384 + Penalty 3029.873090 = -940335.843294
  nChanged 8
		SP:Iteration 52Q (170993.360000 sec): 3 clusters
  Score: Raw -943367.637202 + Penalty 3029.873090 = -940337.764112
  nChanged 6
		SP:Iteration 53Q (170993.610000 sec): 3 clusters
  Score: Raw -943369.864466 + Penalty 3029.873090 = -940339.991376
  nChanged 6
		SP:Iteration 54Q (170993.840000 sec): 3 clusters
  Score: Raw -943371.581376 + Penalty 3029.873090 = -940341.708285
  nChanged 6
		SP:Iteration 55Q (170994.070000 sec): 3 clusters
  Score: Raw -943372.975487 + Penalty 3029.873090 = -940343.102397
  nChanged 4
		SP:Iteration 56Q (170994.280000 sec): 3 clusters
  Score: Raw -943373.724238 + Penalty 3029.873090 = -940343.851148
  nChanged 4
		SP:Iteration 57Q (170994.500000 sec): 3 clusters
  Score: Raw -943374.518148 + Penalty 3029.873090 = -940344.645057
  nChanged 2
		SP:Iteration 58Q (170994.720000 sec): 3 clusters
  Score: Raw -943375.034635 + Penalty 3029.873090 = -940345.161545
  nChanged 1
		SP:Iteration 59Q (170994.970000 sec): 3 clusters
  Score: Raw -943375.510826 + Penalty 3029.873090 = -940345.637735
  nChanged 2
		SP:Iteration 60F (170995.170000 sec): 3 clusters
  Score: Raw -943376.296042 + Penalty 3029.873090 = -940346.422951
  nChanged 2
		SP:Iteration 61Q (170995.380000 sec): 3 clusters
  Score: Raw -943376.944862 + Penalty 3029.873090 = -940347.071772
  nChanged 1
		SP:Iteration 62Q (170995.620000 sec): 3 clusters
  Score: Raw -943377.349435 + Penalty 3029.873090 = -940347.476345
  nChanged 1
		SP:Iteration 63Q (170995.850000 sec): 3 clusters
  Score: Raw -943377.663953 + Penalty 3029.873090 = -940347.790862
  nChanged 2
		SP:Iteration 64Q (170996.060000 sec): 3 clusters
  Score: Raw -943378.038879 + Penalty 3029.873090 = -940348.165789
  nChanged 3
		SP:Iteration 65Q (170996.290000 sec): 3 clusters
  Score: Raw -943378.746638 + Penalty 3029.873090 = -940348.873547
  nChanged 4
		SP:Iteration 66Q (170996.520000 sec): 3 clusters
  Score: Raw -943379.790659 + Penalty 3029.873090 = -940349.917568
  nChanged 5
		SP:Iteration 67Q (170996.770000 sec): 3 clusters
  Score: Raw -943381.234423 + Penalty 3029.873090 = -940351.361333
  nChanged 6
		SP:Iteration 68Q (170996.960000 sec): 3 clusters
  Score: Raw -943383.391994 + Penalty 3029.873090 = -940353.518904
  nChanged 7
		SP:Iteration 69Q (170997.190000 sec): 3 clusters
  Score: Raw -943385.230661 + Penalty 3029.873090 = -940355.357570
  nChanged 3
		SP:Iteration 70Q (170997.430000 sec): 3 clusters
  Score: Raw -943386.707714 + Penalty 3029.873090 = -940356.834624
  nChanged 2
		SP:Iteration 71Q (170997.640000 sec): 3 clusters
  Score: Raw -943387.385282 + Penalty 3029.873090 = -940357.512192
  nChanged 3
		SP:Iteration 72Q (170997.910000 sec): 3 clusters
  Score: Raw -943388.769678 + Penalty 3029.873090 = -940358.896588
  nChanged 8
		SP:Iteration 73Q (170998.080000 sec): 3 clusters
  Score: Raw -943391.257387 + Penalty 3029.873090 = -940361.384297
  nChanged 6
		SP:Iteration 74Q (170998.300000 sec): 3 clusters
  Score: Raw -943393.358754 + Penalty 3029.873090 = -940363.485664
  nChanged 6
		SP:Iteration 75Q (170998.510000 sec): 3 clusters
  Score: Raw -943395.069173 + Penalty 3029.873090 = -940365.196082
  nChanged 10
		SP:Iteration 76Q (170998.710000 sec): 3 clusters
  Score: Raw -943397.795907 + Penalty 3029.873090 = -940367.922817
  nChanged 4
		SP:Iteration 77Q (170998.960000 sec): 3 clusters
  Score: Raw -943398.519073 + Penalty 3029.873090 = -940368.645983
  nChanged 4
		SP:Iteration 78Q (170999.210000 sec): 3 clusters
  Score: Raw -943399.793466 + Penalty 3029.873090 = -940369.920375
  nChanged 6
		SP:Iteration 79Q (170999.420000 sec): 3 clusters
  Score: Raw -943400.984977 + Penalty 3029.873090 = -940371.111887
  nChanged 3
		SP:Iteration 80F (170999.630000 sec): 3 clusters
  Score: Raw -943401.716077 + Penalty 3029.873090 = -940371.842987
  nChanged 1
		SP:Iteration 81Q (170999.920000 sec): 3 clusters
  Score: Raw -943402.028951 + Penalty 3029.873090 = -940372.155861
  nChanged 2
		SP:Iteration 82Q (171000.110000 sec): 3 clusters
  Score: Raw -943402.375278 + Penalty 3029.873090 = -940372.502188
  nChanged 3
		SP:Iteration 83Q (171000.360000 sec): 3 clusters
  Score: Raw -943403.134568 + Penalty 3029.873090 = -940373.261478
  nChanged 2
		SP:Iteration 84Q (171000.620000 sec): 3 clusters
  Score: Raw -943403.399475 + Penalty 3029.873090 = -940373.526385
  nChanged 2
		SP:Iteration 85Q (171000.860000 sec): 3 clusters
  Score: Raw -943403.718283 + Penalty 3029.873090 = -940373.845192
  nChanged 1
		SP:Iteration 86Q (171001.120000 sec): 3 clusters
  Score: Raw -943403.900450 + Penalty 3029.873090 = -940374.027360
  nChanged 0
		SP:Iteration 87F (171001.340000 sec): 3 clusters
  Score: Raw -943403.900450 + Penalty 3029.873090 = -940374.027360
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 18 (8953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171001.450000 sec): 2 clusters
  Score: Raw -692711.199428 + Penalty 1478.708392 = -691232.491036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171001.690000 sec): 3 clusters
  Score: Raw -687683.388072 + Penalty 2957.416784 = -684725.971288
  nChanged 3828
		SP:Iteration 1F (171001.950000 sec): 3 clusters
  Score: Raw -689925.804954 + Penalty 2957.416784 = -686968.388170
  nChanged 666
		SP:Iteration 2F (171002.130000 sec): 3 clusters
  Score: Raw -690306.677466 + Penalty 2957.416784 = -687349.260682
  nChanged 565
		SP:Iteration 3F (171002.340000 sec): 3 clusters
  Score: Raw -690625.704897 + Penalty 2957.416784 = -687668.288113
  nChanged 498
		SP:Iteration 4F (171002.560000 sec): 3 clusters
  Score: Raw -690895.363380 + Penalty 2957.416784 = -687937.946596
  nChanged 423
		SP:Iteration 5Q (171002.780000 sec): 3 clusters
  Score: Raw -691086.597137 + Penalty 2957.416784 = -688129.180353
  nChanged 358
		SP:Iteration 6Q (171002.980000 sec): 3 clusters
  Score: Raw -691239.202478 + Penalty 2957.416784 = -688281.785694
  nChanged 280
		SP:Iteration 7Q (171003.230000 sec): 3 clusters
  Score: Raw -691361.584379 + Penalty 2957.416784 = -688404.167595
  nChanged 290
		SP:Iteration 8Q (171003.390000 sec): 3 clusters
  Score: Raw -691479.381030 + Penalty 2957.416784 = -688521.964246
  nChanged 271
		SP:Iteration 9Q (171003.610000 sec): 3 clusters
  Score: Raw -691600.313508 + Penalty 2957.416784 = -688642.896724
  nChanged 270
		SP:Iteration 10Q (171003.790000 sec): 3 clusters
  Score: Raw -691730.635423 + Penalty 2957.416784 = -688773.218639
  nChanged 257
		SP:Iteration 11Q (171004.000000 sec): 3 clusters
  Score: Raw -691853.714475 + Penalty 2957.416784 = -688896.297691
  nChanged 224
		SP:Iteration 12Q (171004.250000 sec): 3 clusters
  Score: Raw -691979.458927 + Penalty 2957.416784 = -689022.042143
  nChanged 223
		SP:Iteration 13Q (171004.430000 sec): 3 clusters
  Score: Raw -692113.546329 + Penalty 2957.416784 = -689156.129545
  nChanged 217
		SP:Iteration 14Q (171004.670000 sec): 3 clusters
  Score: Raw -692260.035073 + Penalty 2957.416784 = -689302.618289
  nChanged 181
		SP:Iteration 15Q (171004.900000 sec): 3 clusters
  Score: Raw -692360.056237 + Penalty 2957.416784 = -689402.639453
  nChanged 141
		SP:Iteration 16Q (171005.130000 sec): 3 clusters
  Score: Raw -692430.103017 + Penalty 2957.416784 = -689472.686233
  nChanged 129
		SP:Iteration 17Q (171005.350000 sec): 3 clusters
  Score: Raw -692486.862816 + Penalty 2957.416784 = -689529.446032
  nChanged 91
		SP:Iteration 18Q (171005.540000 sec): 3 clusters
  Score: Raw -692520.320452 + Penalty 2957.416784 = -689562.903668
  nChanged 69
		SP:Iteration 19Q (171005.730000 sec): 3 clusters
  Score: Raw -692546.390264 + Penalty 2957.416784 = -689588.973480
  nChanged 81
		SP:Iteration 20F (171005.930000 sec): 3 clusters
  Score: Raw -692583.538179 + Penalty 2957.416784 = -689626.121395
  nChanged 80
		SP:Iteration 21Q (171006.240000 sec): 3 clusters
  Score: Raw -692618.232982 + Penalty 2957.416784 = -689660.816199
  nChanged 67
		SP:Iteration 22Q (171006.450000 sec): 3 clusters
  Score: Raw -692644.305975 + Penalty 2957.416784 = -689686.889191
  nChanged 54
		SP:Iteration 23Q (171006.650000 sec): 3 clusters
  Score: Raw -692664.656945 + Penalty 2957.416784 = -689707.240161
  nChanged 58
		SP:Iteration 24Q (171006.910000 sec): 3 clusters
  Score: Raw -692685.914758 + Penalty 2957.416784 = -689728.497974
  nChanged 66
		SP:Iteration 25Q (171007.110000 sec): 3 clusters
  Score: Raw -692720.882411 + Penalty 2957.416784 = -689763.465627
  nChanged 71
		SP:Iteration 26Q (171007.320000 sec): 3 clusters
  Score: Raw -692761.538416 + Penalty 2957.416784 = -689804.121632
  nChanged 74
		SP:Iteration 27Q (171007.520000 sec): 3 clusters
  Score: Raw -692804.503689 + Penalty 2957.416784 = -689847.086905
  nChanged 54
		SP:Iteration 28Q (171007.750000 sec): 3 clusters
  Score: Raw -692828.630784 + Penalty 2957.416784 = -689871.214000
  nChanged 42
		SP:Iteration 29Q (171007.930000 sec): 3 clusters
  Score: Raw -692847.675778 + Penalty 2957.416784 = -689890.258994
  nChanged 45
		SP:Iteration 30Q (171008.110000 sec): 3 clusters
  Score: Raw -692867.339545 + Penalty 2957.416784 = -689909.922761
  nChanged 40
		SP:Iteration 31Q (171008.310000 sec): 3 clusters
  Score: Raw -692882.361423 + Penalty 2957.416784 = -689924.944639
  nChanged 23
		SP:Iteration 32Q (171008.530000 sec): 3 clusters
  Score: Raw -692890.771715 + Penalty 2957.416784 = -689933.354931
  nChanged 26
		SP:Iteration 33Q (171008.690000 sec): 3 clusters
  Score: Raw -692900.688193 + Penalty 2957.416784 = -689943.271409
  nChanged 23
		SP:Iteration 34Q (171008.930000 sec): 3 clusters
  Score: Raw -692909.360614 + Penalty 2957.416784 = -689951.943830
  nChanged 15
		SP:Iteration 35Q (171009.090000 sec): 3 clusters
  Score: Raw -692913.966167 + Penalty 2957.416784 = -689956.549383
  nChanged 18
		SP:Iteration 36Q (171009.260000 sec): 3 clusters
  Score: Raw -692919.465994 + Penalty 2957.416784 = -689962.049210
  nChanged 15
		SP:Iteration 37Q (171009.410000 sec): 3 clusters
  Score: Raw -692925.066023 + Penalty 2957.416784 = -689967.649239
  nChanged 17
		SP:Iteration 38Q (171009.650000 sec): 3 clusters
  Score: Raw -692933.165810 + Penalty 2957.416784 = -689975.749026
  nChanged 20
		SP:Iteration 39Q (171009.850000 sec): 3 clusters
  Score: Raw -692941.895181 + Penalty 2957.416784 = -689984.478397
  nChanged 19
		SP:Iteration 40F (171010.070000 sec): 3 clusters
  Score: Raw -692951.439203 + Penalty 2957.416784 = -689994.022419
  nChanged 27
		SP:Iteration 41Q (171010.280000 sec): 3 clusters
  Score: Raw -692963.126355 + Penalty 2957.416784 = -690005.709571
  nChanged 25
		SP:Iteration 42Q (171010.470000 sec): 3 clusters
  Score: Raw -692972.893702 + Penalty 2957.416784 = -690015.476919
  nChanged 22
		SP:Iteration 43Q (171010.670000 sec): 3 clusters
  Score: Raw -692983.400168 + Penalty 2957.416784 = -690025.983384
  nChanged 25
		SP:Iteration 44Q (171010.880000 sec): 3 clusters
  Score: Raw -692993.804906 + Penalty 2957.416784 = -690036.388122
  nChanged 19
		SP:Iteration 45Q (171011.130000 sec): 3 clusters
  Score: Raw -693001.976960 + Penalty 2957.416784 = -690044.560176
  nChanged 18
		SP:Iteration 46Q (171011.280000 sec): 3 clusters
  Score: Raw -693009.704266 + Penalty 2957.416784 = -690052.287482
  nChanged 11
		SP:Iteration 47Q (171011.500000 sec): 3 clusters
  Score: Raw -693013.259224 + Penalty 2957.416784 = -690055.842440
  nChanged 7
		SP:Iteration 48Q (171011.700000 sec): 3 clusters
  Score: Raw -693016.214852 + Penalty 2957.416784 = -690058.798068
  nChanged 6
		SP:Iteration 49Q (171011.930000 sec): 3 clusters
  Score: Raw -693018.002578 + Penalty 2957.416784 = -690060.585794
  nChanged 5
		SP:Iteration 50Q (171012.130000 sec): 3 clusters
  Score: Raw -693019.245137 + Penalty 2957.416784 = -690061.828353
  nChanged 4
		SP:Iteration 51Q (171012.330000 sec): 3 clusters
  Score: Raw -693020.650893 + Penalty 2957.416784 = -690063.234109
  nChanged 8
		SP:Iteration 52Q (171012.580000 sec): 3 clusters
  Score: Raw -693022.609235 + Penalty 2957.416784 = -690065.192451
  nChanged 5
		SP:Iteration 53Q (171012.790000 sec): 3 clusters
  Score: Raw -693024.091301 + Penalty 2957.416784 = -690066.674517
  nChanged 5
		SP:Iteration 54Q (171013.030000 sec): 3 clusters
  Score: Raw -693026.623506 + Penalty 2957.416784 = -690069.206722
  nChanged 9
		SP:Iteration 55Q (171013.220000 sec): 3 clusters
  Score: Raw -693030.504126 + Penalty 2957.416784 = -690073.087342
  nChanged 11
		SP:Iteration 56Q (171013.430000 sec): 3 clusters
  Score: Raw -693035.684463 + Penalty 2957.416784 = -690078.267679
  nChanged 12
		SP:Iteration 57Q (171013.620000 sec): 3 clusters
  Score: Raw -693041.542599 + Penalty 2957.416784 = -690084.125815
  nChanged 8
		SP:Iteration 58Q (171013.870000 sec): 3 clusters
  Score: Raw -693044.123152 + Penalty 2957.416784 = -690086.706368
  nChanged 7
		SP:Iteration 59Q (171014.040000 sec): 3 clusters
  Score: Raw -693046.254683 + Penalty 2957.416784 = -690088.837899
  nChanged 2
		SP:Iteration 60F (171014.270000 sec): 3 clusters
  Score: Raw -693046.624582 + Penalty 2957.416784 = -690089.207798
  nChanged 1
		SP:Iteration 61Q (171014.510000 sec): 3 clusters
  Score: Raw -693046.780378 + Penalty 2957.416784 = -690089.363594
  nChanged 3
		SP:Iteration 62Q (171014.710000 sec): 3 clusters
  Score: Raw -693047.808865 + Penalty 2957.416784 = -690090.392081
  nChanged 4
		SP:Iteration 63Q (171014.910000 sec): 3 clusters
  Score: Raw -693048.615118 + Penalty 2957.416784 = -690091.198334
  nChanged 1
		SP:Iteration 64Q (171015.070000 sec): 3 clusters
  Score: Raw -693048.731512 + Penalty 2957.416784 = -690091.314728
  nChanged 0
		SP:Iteration 65F (171015.330000 sec): 3 clusters
  Score: Raw -693048.731512 + Penalty 2957.416784 = -690091.314728
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 19 (171550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171016.030000 sec): 2 clusters
  Score: Raw -14824488.137377 + Penalty 1958.552383 = -14822529.584994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171016.910000 sec): 3 clusters
  Score: Raw -14711085.975887 + Penalty 3917.104766 = -14707168.871122
  nChanged 83157
		SP:Iteration 1F (171017.810000 sec): 3 clusters
  Score: Raw -14760322.608882 + Penalty 3917.104766 = -14756405.504116
  nChanged 5310
		SP:Iteration 2Q (171018.730000 sec): 3 clusters
  Score: Raw -14761558.419076 + Penalty 3917.104766 = -14757641.314310
  nChanged 6184
		SP:Iteration 3Q (171019.650000 sec): 3 clusters
  Score: Raw -14763336.442680 + Penalty 3917.104766 = -14759419.337914
  nChanged 7524
		SP:Iteration 4Q (171020.430000 sec): 3 clusters
  Score: Raw -14766080.636966 + Penalty 3917.104766 = -14762163.532200
  nChanged 8998
		SP:Iteration 5F (171021.250000 sec): 3 clusters
  Score: Raw -14770135.520809 + Penalty 3917.104766 = -14766218.416044
  nChanged 10619
		SP:Iteration 6F (171022.040000 sec): 3 clusters
  Score: Raw -14776014.629415 + Penalty 3917.104766 = -14772097.524649
  nChanged 11962
		SP:Iteration 7F (171022.840000 sec): 3 clusters
  Score: Raw -14783746.897037 + Penalty 3917.104766 = -14779829.792271
  nChanged 12192
		SP:Iteration 8F (171023.640000 sec): 3 clusters
  Score: Raw -14792489.340683 + Penalty 3917.104766 = -14788572.235917
  nChanged 11081
		SP:Iteration 9F (171024.420000 sec): 3 clusters
  Score: Raw -14801196.052962 + Penalty 3917.104766 = -14797278.948196
  nChanged 9628
		SP:Iteration 10F (171025.240000 sec): 3 clusters
  Score: Raw -14809359.266882 + Penalty 3917.104766 = -14805442.162117
  nChanged 7526
		SP:Iteration 11Q (171026.130000 sec): 3 clusters
  Score: Raw -14816195.323727 + Penalty 3917.104766 = -14812278.218961
  nChanged 5011
		SP:Iteration 12Q (171027.070000 sec): 3 clusters
  Score: Raw -14820946.538016 + Penalty 3917.104766 = -14817029.433251
  nChanged 2520
		SP:Iteration 13Q (171028.140000 sec): 3 clusters
  Score: Raw -14823333.430611 + Penalty 3917.104766 = -14819416.325845
  nChanged 973
		SP:Iteration 14Q (171029.020000 sec): 3 clusters
  Score: Raw -14824241.683084 + Penalty 3917.104766 = -14820324.578318
  nChanged 270
		SP:Iteration 15Q (171029.910000 sec): 3 clusters
  Score: Raw -14824526.958989 + Penalty 3917.104766 = -14820609.854224
  nChanged 97
		SP:Iteration 16Q (171030.700000 sec): 3 clusters
  Score: Raw -14824626.284974 + Penalty 3917.104766 = -14820709.180208
  nChanged 39
		SP:Iteration 17Q (171031.430000 sec): 3 clusters
  Score: Raw -14824674.985202 + Penalty 3917.104766 = -14820757.880437
  nChanged 29
		SP:Iteration 18Q (171032.220000 sec): 3 clusters
  Score: Raw -14824711.585930 + Penalty 3917.104766 = -14820794.481164
  nChanged 15
		SP:Iteration 19Q (171033.030000 sec): 3 clusters
  Score: Raw -14824734.333862 + Penalty 3917.104766 = -14820817.229096
  nChanged 15
		SP:Iteration 20F (171033.860000 sec): 3 clusters
  Score: Raw -14824751.016264 + Penalty 3917.104766 = -14820833.911498
  nChanged 14
		SP:Iteration 21Q (171034.580000 sec): 3 clusters
  Score: Raw -14824767.602463 + Penalty 3917.104766 = -14820850.497698
  nChanged 5
		SP:Iteration 22Q (171035.370000 sec): 3 clusters
  Score: Raw -14824774.692998 + Penalty 3917.104766 = -14820857.588232
  nChanged 7
		SP:Iteration 23Q (171036.120000 sec): 3 clusters
  Score: Raw -14824781.249324 + Penalty 3917.104766 = -14820864.144559
  nChanged 4
		SP:Iteration 24Q (171036.970000 sec): 3 clusters
  Score: Raw -14824784.582949 + Penalty 3917.104766 = -14820867.478184
  nChanged 3
		SP:Iteration 25Q (171037.780000 sec): 3 clusters
  Score: Raw -14824785.742077 + Penalty 3917.104766 = -14820868.637311
  nChanged 2
		SP:Iteration 26Q (171038.610000 sec): 3 clusters
  Score: Raw -14824789.117816 + Penalty 3917.104766 = -14820872.013051
  nChanged 1
		SP:Iteration 27Q (171039.510000 sec): 3 clusters
  Score: Raw -14824791.071308 + Penalty 3917.104766 = -14820873.966543
  nChanged 1
		SP:Iteration 28Q (171040.280000 sec): 3 clusters
  Score: Raw -14824793.175197 + Penalty 3917.104766 = -14820876.070431
  nChanged 0
		SP:Iteration 29F (171041.170000 sec): 3 clusters
  Score: Raw -14824793.175197 + Penalty 3917.104766 = -14820876.070431
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 20 (15455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171041.350000 sec): 2 clusters
  Score: Raw -1330213.979595 + Penalty 1567.424276 = -1328646.555319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171041.650000 sec): 3 clusters
  Score: Raw -1321143.204958 + Penalty 3134.848553 = -1318008.356405
  nChanged 6799
		SP:Iteration 1F (171041.880000 sec): 3 clusters
  Score: Raw -1324723.950028 + Penalty 3134.848553 = -1321589.101475
  nChanged 815
		SP:Iteration 2F (171042.110000 sec): 3 clusters
  Score: Raw -1325040.944968 + Penalty 3134.848553 = -1321906.096415
  nChanged 725
		SP:Iteration 3Q (171042.390000 sec): 3 clusters
  Score: Raw -1325311.179633 + Penalty 3134.848553 = -1322176.331080
  nChanged 666
		SP:Iteration 4Q (171042.650000 sec): 3 clusters
  Score: Raw -1325577.596778 + Penalty 3134.848553 = -1322442.748225
  nChanged 640
		SP:Iteration 5Q (171042.870000 sec): 3 clusters
  Score: Raw -1325808.662971 + Penalty 3134.848553 = -1322673.814418
  nChanged 590
		SP:Iteration 6Q (171043.160000 sec): 3 clusters
  Score: Raw -1326060.423492 + Penalty 3134.848553 = -1322925.574939
  nChanged 637
		SP:Iteration 7Q (171043.360000 sec): 3 clusters
  Score: Raw -1326332.616650 + Penalty 3134.848553 = -1323197.768098
  nChanged 669
		SP:Iteration 8Q (171043.620000 sec): 3 clusters
  Score: Raw -1326656.293309 + Penalty 3134.848553 = -1323521.444756
  nChanged 711
		SP:Iteration 9Q (171043.850000 sec): 3 clusters
  Score: Raw -1327035.725242 + Penalty 3134.848553 = -1323900.876689
  nChanged 771
		SP:Iteration 10Q (171044.140000 sec): 3 clusters
  Score: Raw -1327482.413808 + Penalty 3134.848553 = -1324347.565256
  nChanged 715
		SP:Iteration 11Q (171044.350000 sec): 3 clusters
  Score: Raw -1327933.320409 + Penalty 3134.848553 = -1324798.471856
  nChanged 690
		SP:Iteration 12Q (171044.610000 sec): 3 clusters
  Score: Raw -1328366.657208 + Penalty 3134.848553 = -1325231.808656
  nChanged 579
		SP:Iteration 13Q (171044.830000 sec): 3 clusters
  Score: Raw -1328809.595246 + Penalty 3134.848553 = -1325674.746693
  nChanged 473
		SP:Iteration 14Q (171045.070000 sec): 3 clusters
  Score: Raw -1329145.915409 + Penalty 3134.848553 = -1326011.066856
  nChanged 350
		SP:Iteration 15Q (171045.300000 sec): 3 clusters
  Score: Raw -1329363.210023 + Penalty 3134.848553 = -1326228.361470
  nChanged 314
		SP:Iteration 16Q (171045.550000 sec): 3 clusters
  Score: Raw -1329559.928282 + Penalty 3134.848553 = -1326425.079730
  nChanged 299
		SP:Iteration 17Q (171045.740000 sec): 3 clusters
  Score: Raw -1329753.010695 + Penalty 3134.848553 = -1326618.162142
  nChanged 262
		SP:Iteration 18Q (171045.940000 sec): 3 clusters
  Score: Raw -1329906.283278 + Penalty 3134.848553 = -1326771.434725
  nChanged 196
		SP:Iteration 19Q (171046.210000 sec): 3 clusters
  Score: Raw -1330002.081613 + Penalty 3134.848553 = -1326867.233060
  nChanged 164
		SP:Iteration 20F (171046.440000 sec): 3 clusters
  Score: Raw -1330070.979155 + Penalty 3134.848553 = -1326936.130603
  nChanged 152
		SP:Iteration 21Q (171046.690000 sec): 3 clusters
  Score: Raw -1330129.154413 + Penalty 3134.848553 = -1326994.305860
  nChanged 125
		SP:Iteration 22Q (171046.870000 sec): 3 clusters
  Score: Raw -1330173.544742 + Penalty 3134.848553 = -1327038.696189
  nChanged 103
		SP:Iteration 23Q (171047.100000 sec): 3 clusters
  Score: Raw -1330205.109512 + Penalty 3134.848553 = -1327070.260959
  nChanged 57
		SP:Iteration 24Q (171047.390000 sec): 3 clusters
  Score: Raw -1330221.550486 + Penalty 3134.848553 = -1327086.701933
  nChanged 50
		SP:Iteration 25Q (171047.590000 sec): 3 clusters
  Score: Raw -1330235.357519 + Penalty 3134.848553 = -1327100.508966
  nChanged 42
		SP:Iteration 26Q (171047.910000 sec): 3 clusters
  Score: Raw -1330247.733682 + Penalty 3134.848553 = -1327112.885129
  nChanged 51
		SP:Iteration 27Q (171048.230000 sec): 3 clusters
  Score: Raw -1330262.813320 + Penalty 3134.848553 = -1327127.964767
  nChanged 40
		SP:Iteration 28Q (171048.500000 sec): 3 clusters
  Score: Raw -1330275.620899 + Penalty 3134.848553 = -1327140.772347
  nChanged 45
		SP:Iteration 29Q (171048.800000 sec): 3 clusters
  Score: Raw -1330291.383395 + Penalty 3134.848553 = -1327156.534842
  nChanged 40
		SP:Iteration 30Q (171049.040000 sec): 3 clusters
  Score: Raw -1330305.847078 + Penalty 3134.848553 = -1327170.998525
  nChanged 44
		SP:Iteration 31Q (171049.300000 sec): 3 clusters
  Score: Raw -1330318.356810 + Penalty 3134.848553 = -1327183.508257
  nChanged 31
		SP:Iteration 32Q (171049.550000 sec): 3 clusters
  Score: Raw -1330325.773693 + Penalty 3134.848553 = -1327190.925141
  nChanged 27
		SP:Iteration 33Q (171049.760000 sec): 3 clusters
  Score: Raw -1330331.376856 + Penalty 3134.848553 = -1327196.528304
  nChanged 27
		SP:Iteration 34Q (171049.970000 sec): 3 clusters
  Score: Raw -1330336.513872 + Penalty 3134.848553 = -1327201.665319
  nChanged 22
		SP:Iteration 35Q (171050.290000 sec): 3 clusters
  Score: Raw -1330341.587561 + Penalty 3134.848553 = -1327206.739008
  nChanged 21
		SP:Iteration 36Q (171050.500000 sec): 3 clusters
  Score: Raw -1330346.553287 + Penalty 3134.848553 = -1327211.704734
  nChanged 18
		SP:Iteration 37Q (171050.800000 sec): 3 clusters
  Score: Raw -1330350.163648 + Penalty 3134.848553 = -1327215.315095
  nChanged 19
		SP:Iteration 38Q (171051.060000 sec): 3 clusters
  Score: Raw -1330354.938442 + Penalty 3134.848553 = -1327220.089889
  nChanged 21
		SP:Iteration 39Q (171051.310000 sec): 3 clusters
  Score: Raw -1330360.284464 + Penalty 3134.848553 = -1327225.435911
  nChanged 20
		SP:Iteration 40F (171051.550000 sec): 3 clusters
  Score: Raw -1330366.263639 + Penalty 3134.848553 = -1327231.415086
  nChanged 18
		SP:Iteration 41Q (171051.770000 sec): 3 clusters
  Score: Raw -1330369.559845 + Penalty 3134.848553 = -1327234.711292
  nChanged 17
		SP:Iteration 42Q (171052.050000 sec): 3 clusters
  Score: Raw -1330372.935146 + Penalty 3134.848553 = -1327238.086593
  nChanged 17
		SP:Iteration 43Q (171052.300000 sec): 3 clusters
  Score: Raw -1330376.328061 + Penalty 3134.848553 = -1327241.479509
  nChanged 13
		SP:Iteration 44Q (171052.600000 sec): 3 clusters
  Score: Raw -1330378.379821 + Penalty 3134.848553 = -1327243.531268
  nChanged 7
		SP:Iteration 45Q (171052.850000 sec): 3 clusters
  Score: Raw -1330379.468814 + Penalty 3134.848553 = -1327244.620261
  nChanged 5
		SP:Iteration 46Q (171053.060000 sec): 3 clusters
  Score: Raw -1330380.130886 + Penalty 3134.848553 = -1327245.282333
  nChanged 4
		SP:Iteration 47Q (171053.350000 sec): 3 clusters
  Score: Raw -1330380.796107 + Penalty 3134.848553 = -1327245.947554
  nChanged 3
		SP:Iteration 48Q (171053.600000 sec): 3 clusters
  Score: Raw -1330381.071778 + Penalty 3134.848553 = -1327246.223225
  nChanged 2
		SP:Iteration 49Q (171053.820000 sec): 3 clusters
  Score: Raw -1330381.393556 + Penalty 3134.848553 = -1327246.545004
  nChanged 2
		SP:Iteration 50Q (171054.040000 sec): 3 clusters
  Score: Raw -1330382.055146 + Penalty 3134.848553 = -1327247.206593
  nChanged 4
		SP:Iteration 51Q (171054.270000 sec): 3 clusters
  Score: Raw -1330382.823661 + Penalty 3134.848553 = -1327247.975108
  nChanged 5
		SP:Iteration 52Q (171054.480000 sec): 3 clusters
  Score: Raw -1330383.494852 + Penalty 3134.848553 = -1327248.646299
  nChanged 5
		SP:Iteration 53Q (171054.700000 sec): 3 clusters
  Score: Raw -1330384.182901 + Penalty 3134.848553 = -1327249.334348
  nChanged 4
		SP:Iteration 54Q (171055.000000 sec): 3 clusters
  Score: Raw -1330384.872234 + Penalty 3134.848553 = -1327250.023682
  nChanged 4
		SP:Iteration 55Q (171055.230000 sec): 3 clusters
  Score: Raw -1330385.593887 + Penalty 3134.848553 = -1327250.745335
  nChanged 1
		SP:Iteration 56Q (171055.470000 sec): 3 clusters
  Score: Raw -1330385.932239 + Penalty 3134.848553 = -1327251.083687
  nChanged 4
		SP:Iteration 57Q (171055.740000 sec): 3 clusters
  Score: Raw -1330386.942892 + Penalty 3134.848553 = -1327252.094339
  nChanged 8
		SP:Iteration 58Q (171055.990000 sec): 3 clusters
  Score: Raw -1330388.964282 + Penalty 3134.848553 = -1327254.115729
  nChanged 10
		SP:Iteration 59Q (171056.240000 sec): 3 clusters
  Score: Raw -1330390.462901 + Penalty 3134.848553 = -1327255.614348
  nChanged 11
		SP:Iteration 60F (171056.480000 sec): 3 clusters
  Score: Raw -1330392.938825 + Penalty 3134.848553 = -1327258.090272
  nChanged 14
		SP:Iteration 61Q (171056.750000 sec): 3 clusters
  Score: Raw -1330395.485430 + Penalty 3134.848553 = -1327260.636877
  nChanged 13
		SP:Iteration 62Q (171056.960000 sec): 3 clusters
  Score: Raw -1330398.206550 + Penalty 3134.848553 = -1327263.357997
  nChanged 12
		SP:Iteration 63Q (171057.200000 sec): 3 clusters
  Score: Raw -1330400.189697 + Penalty 3134.848553 = -1327265.341145
  nChanged 11
		SP:Iteration 64Q (171057.500000 sec): 3 clusters
  Score: Raw -1330402.513821 + Penalty 3134.848553 = -1327267.665268
  nChanged 14
		SP:Iteration 65Q (171057.740000 sec): 3 clusters
  Score: Raw -1330404.973369 + Penalty 3134.848553 = -1327270.124817
  nChanged 8
		SP:Iteration 66Q (171057.930000 sec): 3 clusters
  Score: Raw -1330406.227506 + Penalty 3134.848553 = -1327271.378954
  nChanged 4
		SP:Iteration 67Q (171058.160000 sec): 3 clusters
  Score: Raw -1330406.745165 + Penalty 3134.848553 = -1327271.896612
  nChanged 2
		SP:Iteration 68Q (171058.390000 sec): 3 clusters
  Score: Raw -1330407.267036 + Penalty 3134.848553 = -1327272.418484
  nChanged 3
		SP:Iteration 69Q (171058.620000 sec): 3 clusters
  Score: Raw -1330407.963624 + Penalty 3134.848553 = -1327273.115071
  nChanged 5
		SP:Iteration 70Q (171058.880000 sec): 3 clusters
  Score: Raw -1330408.698174 + Penalty 3134.848553 = -1327273.849621
  nChanged 3
		SP:Iteration 71Q (171059.080000 sec): 3 clusters
  Score: Raw -1330409.111752 + Penalty 3134.848553 = -1327274.263199
  nChanged 1
		SP:Iteration 72Q (171059.340000 sec): 3 clusters
  Score: Raw -1330409.221753 + Penalty 3134.848553 = -1327274.373201
  nChanged 2
		SP:Iteration 73Q (171059.620000 sec): 3 clusters
  Score: Raw -1330409.436734 + Penalty 3134.848553 = -1327274.588181
  nChanged 1
		SP:Iteration 74Q (171059.850000 sec): 3 clusters
  Score: Raw -1330409.569309 + Penalty 3134.848553 = -1327274.720756
  nChanged 0
		SP:Iteration 75F (171060.130000 sec): 3 clusters
  Score: Raw -1330409.569309 + Penalty 3134.848553 = -1327274.720756
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 21 (4463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171060.230000 sec): 2 clusters
  Score: Raw -379723.682915 + Penalty 1365.581176 = -378358.101740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171060.450000 sec): 3 clusters
  Score: Raw -377494.398395 + Penalty 2731.162351 = -374763.236044
  nChanged 1751
		SP:Iteration 1F (171060.660000 sec): 3 clusters
  Score: Raw -378469.863839 + Penalty 2731.162351 = -375738.701488
  nChanged 300
		SP:Iteration 2F (171060.860000 sec): 3 clusters
  Score: Raw -378617.773601 + Penalty 2731.162351 = -375886.611250
  nChanged 209
		SP:Iteration 3Q (171061.060000 sec): 3 clusters
  Score: Raw -378713.161832 + Penalty 2731.162351 = -375981.999481
  nChanged 145
		SP:Iteration 4Q (171061.250000 sec): 3 clusters
  Score: Raw -378776.130204 + Penalty 2731.162351 = -376044.967853
  nChanged 129
		SP:Iteration 5Q (171061.450000 sec): 3 clusters
  Score: Raw -378830.212723 + Penalty 2731.162351 = -376099.050372
  nChanged 110
		SP:Iteration 6Q (171061.640000 sec): 3 clusters
  Score: Raw -378870.712053 + Penalty 2731.162351 = -376139.549702
  nChanged 92
		SP:Iteration 7Q (171061.870000 sec): 3 clusters
  Score: Raw -378906.050351 + Penalty 2731.162351 = -376174.888000
  nChanged 70
		SP:Iteration 8Q (171062.070000 sec): 3 clusters
  Score: Raw -378930.470655 + Penalty 2731.162351 = -376199.308304
  nChanged 71
		SP:Iteration 9Q (171062.290000 sec): 3 clusters
  Score: Raw -378960.128782 + Penalty 2731.162351 = -376228.966431
  nChanged 72
		SP:Iteration 10Q (171062.500000 sec): 3 clusters
  Score: Raw -378985.152222 + Penalty 2731.162351 = -376253.989871
  nChanged 71
		SP:Iteration 11Q (171062.640000 sec): 3 clusters
  Score: Raw -379011.042251 + Penalty 2731.162351 = -376279.879900
  nChanged 53
		SP:Iteration 12Q (171062.850000 sec): 3 clusters
  Score: Raw -379029.618141 + Penalty 2731.162351 = -376298.455790
  nChanged 49
		SP:Iteration 13Q (171063.020000 sec): 3 clusters
  Score: Raw -379048.032494 + Penalty 2731.162351 = -376316.870143
  nChanged 55
		SP:Iteration 14Q (171063.190000 sec): 3 clusters
  Score: Raw -379068.559213 + Penalty 2731.162351 = -376337.396862
  nChanged 62
		SP:Iteration 15Q (171063.380000 sec): 3 clusters
  Score: Raw -379092.247940 + Penalty 2731.162351 = -376361.085589
  nChanged 51
		SP:Iteration 16Q (171063.580000 sec): 3 clusters
  Score: Raw -379110.990887 + Penalty 2731.162351 = -376379.828536
  nChanged 50
		SP:Iteration 17Q (171063.790000 sec): 3 clusters
  Score: Raw -379133.656223 + Penalty 2731.162351 = -376402.493872
  nChanged 54
		SP:Iteration 18Q (171063.980000 sec): 3 clusters
  Score: Raw -379161.184443 + Penalty 2731.162351 = -376430.022092
  nChanged 68
		SP:Iteration 19Q (171064.230000 sec): 3 clusters
  Score: Raw -379188.699033 + Penalty 2731.162351 = -376457.536682
  nChanged 65
		SP:Iteration 20F (171064.390000 sec): 3 clusters
  Score: Raw -379215.654565 + Penalty 2731.162351 = -376484.492214
  nChanged 64
		SP:Iteration 21Q (171064.560000 sec): 3 clusters
  Score: Raw -379238.598998 + Penalty 2731.162351 = -376507.436647
  nChanged 53
		SP:Iteration 22Q (171064.760000 sec): 3 clusters
  Score: Raw -379262.488379 + Penalty 2731.162351 = -376531.326028
  nChanged 62
		SP:Iteration 23Q (171064.970000 sec): 3 clusters
  Score: Raw -379289.821128 + Penalty 2731.162351 = -376558.658777
  nChanged 60
		SP:Iteration 24Q (171065.170000 sec): 3 clusters
  Score: Raw -379323.723737 + Penalty 2731.162351 = -376592.561386
  nChanged 81
		SP:Iteration 25Q (171065.350000 sec): 3 clusters
  Score: Raw -379370.578767 + Penalty 2731.162351 = -376639.416416
  nChanged 83
		SP:Iteration 26Q (171065.590000 sec): 3 clusters
  Score: Raw -379418.568583 + Penalty 2731.162351 = -376687.406232
  nChanged 104
		SP:Iteration 27Q (171065.740000 sec): 3 clusters
  Score: Raw -379475.653802 + Penalty 2731.162351 = -376744.491451
  nChanged 90
		SP:Iteration 28Q (171065.990000 sec): 3 clusters
  Score: Raw -379519.564908 + Penalty 2731.162351 = -376788.402557
  nChanged 81
		SP:Iteration 29Q (171066.150000 sec): 3 clusters
  Score: Raw -379574.557843 + Penalty 2731.162351 = -376843.395492
  nChanged 102
		SP:Iteration 30Q (171066.370000 sec): 3 clusters
  Score: Raw -379650.739485 + Penalty 2731.162351 = -376919.577134
  nChanged 97
		SP:Iteration 31Q (171066.550000 sec): 3 clusters
  Score: Raw -379717.555099 + Penalty 2731.162351 = -376986.392748
  nChanged 84
		SP:Iteration 32Q (171066.730000 sec): 3 clusters
  Score: Raw -379757.686150 + Penalty 2731.162351 = -377026.523799
  nChanged 67
		SP:Iteration 33Q (171066.930000 sec): 3 clusters
  Score: Raw -379793.208324 + Penalty 2731.162351 = -377062.045973
  nChanged 63
		SP:Iteration 34Q (171067.120000 sec): 3 clusters
  Score: Raw -379825.823621 + Penalty 2731.162351 = -377094.661270
  nChanged 54
		SP:Iteration 35Q (171067.330000 sec): 3 clusters
  Score: Raw -379846.020702 + Penalty 2731.162351 = -377114.858351
  nChanged 38
		SP:Iteration 36Q (171067.530000 sec): 3 clusters
  Score: Raw -379857.706812 + Penalty 2731.162351 = -377126.544461
  nChanged 24
		SP:Iteration 37Q (171067.730000 sec): 3 clusters
  Score: Raw -379864.289419 + Penalty 2731.162351 = -377133.127068
  nChanged 14
		SP:Iteration 38Q (171067.890000 sec): 3 clusters
  Score: Raw -379869.036495 + Penalty 2731.162351 = -377137.874144
  nChanged 18
		SP:Iteration 39Q (171068.110000 sec): 3 clusters
  Score: Raw -379874.161169 + Penalty 2731.162351 = -377142.998818
  nChanged 16
		SP:Iteration 40F (171068.360000 sec): 3 clusters
  Score: Raw -379879.164657 + Penalty 2731.162351 = -377148.002306
  nChanged 16
		SP:Iteration 41Q (171068.520000 sec): 3 clusters
  Score: Raw -379883.452361 + Penalty 2731.162351 = -377152.290010
  nChanged 12
		SP:Iteration 42Q (171068.710000 sec): 3 clusters
  Score: Raw -379887.278270 + Penalty 2731.162351 = -377156.115919
  nChanged 10
		SP:Iteration 43Q (171068.910000 sec): 3 clusters
  Score: Raw -379890.031392 + Penalty 2731.162351 = -377158.869041
  nChanged 15
		SP:Iteration 44Q (171069.090000 sec): 3 clusters
  Score: Raw -379894.195157 + Penalty 2731.162351 = -377163.032806
  nChanged 11
		SP:Iteration 45Q (171069.290000 sec): 3 clusters
  Score: Raw -379898.295866 + Penalty 2731.162351 = -377167.133515
  nChanged 9
		SP:Iteration 46Q (171069.470000 sec): 3 clusters
  Score: Raw -379900.456479 + Penalty 2731.162351 = -377169.294128
  nChanged 6
		SP:Iteration 47Q (171069.670000 sec): 3 clusters
  Score: Raw -379902.335424 + Penalty 2731.162351 = -377171.173073
  nChanged 10
		SP:Iteration 48Q (171069.910000 sec): 3 clusters
  Score: Raw -379906.047411 + Penalty 2731.162351 = -377174.885060
  nChanged 14
		SP:Iteration 49Q (171070.060000 sec): 3 clusters
  Score: Raw -379909.425831 + Penalty 2731.162351 = -377178.263480
  nChanged 7
		SP:Iteration 50Q (171070.250000 sec): 3 clusters
  Score: Raw -379911.705950 + Penalty 2731.162351 = -377180.543599
  nChanged 7
		SP:Iteration 51Q (171070.460000 sec): 3 clusters
  Score: Raw -379912.904474 + Penalty 2731.162351 = -377181.742123
  nChanged 6
		SP:Iteration 52Q (171070.630000 sec): 3 clusters
  Score: Raw -379913.725785 + Penalty 2731.162351 = -377182.563434
  nChanged 3
		SP:Iteration 53Q (171070.830000 sec): 3 clusters
  Score: Raw -379914.437083 + Penalty 2731.162351 = -377183.274732
  nChanged 5
		SP:Iteration 54Q (171071.020000 sec): 3 clusters
  Score: Raw -379915.820540 + Penalty 2731.162351 = -377184.658189
  nChanged 6
		SP:Iteration 55Q (171071.240000 sec): 3 clusters
  Score: Raw -379917.129396 + Penalty 2731.162351 = -377185.967045
  nChanged 5
		SP:Iteration 56Q (171071.380000 sec): 3 clusters
  Score: Raw -379918.602665 + Penalty 2731.162351 = -377187.440314
  nChanged 6
		SP:Iteration 57Q (171071.580000 sec): 3 clusters
  Score: Raw -379919.566089 + Penalty 2731.162351 = -377188.403738
  nChanged 4
		SP:Iteration 58Q (171071.790000 sec): 3 clusters
  Score: Raw -379920.898172 + Penalty 2731.162351 = -377189.735821
  nChanged 4
		SP:Iteration 59Q (171072.010000 sec): 3 clusters
  Score: Raw -379921.940698 + Penalty 2731.162351 = -377190.778347
  nChanged 4
		SP:Iteration 60F (171072.170000 sec): 3 clusters
  Score: Raw -379922.865852 + Penalty 2731.162351 = -377191.703501
  nChanged 5
		SP:Iteration 61Q (171072.410000 sec): 3 clusters
  Score: Raw -379924.081738 + Penalty 2731.162351 = -377192.919386
  nChanged 6
		SP:Iteration 62Q (171072.590000 sec): 3 clusters
  Score: Raw -379925.701477 + Penalty 2731.162351 = -377194.539126
  nChanged 7
		SP:Iteration 63Q (171072.830000 sec): 3 clusters
  Score: Raw -379927.887206 + Penalty 2731.162351 = -377196.724855
  nChanged 3
		SP:Iteration 64Q (171073.040000 sec): 3 clusters
  Score: Raw -379928.717065 + Penalty 2731.162351 = -377197.554714
  nChanged 2
		SP:Iteration 65Q (171073.250000 sec): 3 clusters
  Score: Raw -379929.118718 + Penalty 2731.162351 = -377197.956367
  nChanged 4
		SP:Iteration 66Q (171073.460000 sec): 3 clusters
  Score: Raw -379929.817692 + Penalty 2731.162351 = -377198.655341
  nChanged 2
		SP:Iteration 67Q (171073.650000 sec): 3 clusters
  Score: Raw -379930.114442 + Penalty 2731.162351 = -377198.952091
  nChanged 2
		SP:Iteration 68Q (171073.850000 sec): 3 clusters
  Score: Raw -379930.582801 + Penalty 2731.162351 = -377199.420450
  nChanged 3
		SP:Iteration 69Q (171074.020000 sec): 3 clusters
  Score: Raw -379931.412193 + Penalty 2731.162351 = -377200.249842
  nChanged 3
		SP:Iteration 70Q (171074.200000 sec): 3 clusters
  Score: Raw -379931.937848 + Penalty 2731.162351 = -377200.775497
  nChanged 2
		SP:Iteration 71Q (171074.380000 sec): 3 clusters
  Score: Raw -379932.097083 + Penalty 2731.162351 = -377200.934732
  nChanged 2
		SP:Iteration 72Q (171074.550000 sec): 3 clusters
  Score: Raw -379932.819640 + Penalty 2731.162351 = -377201.657289
  nChanged 2
		SP:Iteration 73Q (171074.730000 sec): 3 clusters
  Score: Raw -379933.344359 + Penalty 2731.162351 = -377202.182008
  nChanged 1
		SP:Iteration 74Q (171074.950000 sec): 3 clusters
  Score: Raw -379933.524333 + Penalty 2731.162351 = -377202.361982
  nChanged 1
		SP:Iteration 75Q (171075.120000 sec): 3 clusters
  Score: Raw -379933.824221 + Penalty 2731.162351 = -377202.661870
  nChanged 4
		SP:Iteration 76Q (171075.320000 sec): 3 clusters
  Score: Raw -379935.752530 + Penalty 2731.162351 = -377204.590179
  nChanged 6
		SP:Iteration 77Q (171075.470000 sec): 3 clusters
  Score: Raw -379937.494952 + Penalty 2731.162351 = -377206.332601
  nChanged 6
		SP:Iteration 78Q (171075.680000 sec): 3 clusters
  Score: Raw -379938.644760 + Penalty 2731.162351 = -377207.482409
  nChanged 5
		SP:Iteration 79Q (171075.860000 sec): 3 clusters
  Score: Raw -379940.536142 + Penalty 2731.162351 = -377209.373791
  nChanged 9
		SP:Iteration 80F (171076.040000 sec): 3 clusters
  Score: Raw -379942.839828 + Penalty 2731.162351 = -377211.677477
  nChanged 7
		SP:Iteration 81Q (171076.260000 sec): 3 clusters
  Score: Raw -379944.966306 + Penalty 2731.162351 = -377213.803955
  nChanged 7
		SP:Iteration 82Q (171076.450000 sec): 3 clusters
  Score: Raw -379946.200278 + Penalty 2731.162351 = -377215.037927
  nChanged 3
		SP:Iteration 83Q (171076.650000 sec): 3 clusters
  Score: Raw -379946.748585 + Penalty 2731.162351 = -377215.586234
  nChanged 2
		SP:Iteration 84Q (171076.850000 sec): 3 clusters
  Score: Raw -379947.267276 + Penalty 2731.162351 = -377216.104925
  nChanged 5
		SP:Iteration 85Q (171077.070000 sec): 3 clusters
  Score: Raw -379948.518700 + Penalty 2731.162351 = -377217.356349
  nChanged 9
		SP:Iteration 86Q (171077.250000 sec): 3 clusters
  Score: Raw -379951.245972 + Penalty 2731.162351 = -377220.083621
  nChanged 8
		SP:Iteration 87Q (171077.430000 sec): 3 clusters
  Score: Raw -379953.461287 + Penalty 2731.162351 = -377222.298936
  nChanged 9
		SP:Iteration 88Q (171077.690000 sec): 3 clusters
  Score: Raw -379955.793416 + Penalty 2731.162351 = -377224.631065
  nChanged 8
		SP:Iteration 89Q (171077.890000 sec): 3 clusters
  Score: Raw -379958.181923 + Penalty 2731.162351 = -377227.019572
  nChanged 8
		SP:Iteration 90Q (171078.080000 sec): 3 clusters
  Score: Raw -379960.358727 + Penalty 2731.162351 = -377229.196376
  nChanged 6
		SP:Iteration 91Q (171078.290000 sec): 3 clusters
  Score: Raw -379962.313867 + Penalty 2731.162351 = -377231.151516
  nChanged 5
		SP:Iteration 92Q (171078.460000 sec): 3 clusters
  Score: Raw -379964.084591 + Penalty 2731.162351 = -377232.922240
  nChanged 4
		SP:Iteration 93Q (171078.670000 sec): 3 clusters
  Score: Raw -379965.465723 + Penalty 2731.162351 = -377234.303372
  nChanged 3
		SP:Iteration 94Q (171078.850000 sec): 3 clusters
  Score: Raw -379966.373046 + Penalty 2731.162351 = -377235.210695
  nChanged 9
		SP:Iteration 95Q (171079.080000 sec): 3 clusters
  Score: Raw -379968.481986 + Penalty 2731.162351 = -377237.319635
  nChanged 8
		SP:Iteration 96Q (171079.280000 sec): 3 clusters
  Score: Raw -379970.331331 + Penalty 2731.162351 = -377239.168980
  nChanged 7
		SP:Iteration 97Q (171079.480000 sec): 3 clusters
  Score: Raw -379972.138975 + Penalty 2731.162351 = -377240.976624
  nChanged 4
		SP:Iteration 98Q (171079.730000 sec): 3 clusters
  Score: Raw -379973.460522 + Penalty 2731.162351 = -377242.298171
  nChanged 4
		SP:Iteration 99Q (171079.970000 sec): 3 clusters
  Score: Raw -379974.211734 + Penalty 2731.162351 = -377243.049383
  nChanged 3
		SP:Iteration 100F (171080.140000 sec): 3 clusters
  Score: Raw -379974.714453 + Penalty 2731.162351 = -377243.552102
  nChanged 2
		SP:Iteration 101Q (171080.370000 sec): 3 clusters
  Score: Raw -379974.924836 + Penalty 2731.162351 = -377243.762485
  nChanged 1
		SP:Iteration 102Q (171080.600000 sec): 3 clusters
  Score: Raw -379975.422606 + Penalty 2731.162351 = -377244.260255
  nChanged 1
		SP:Iteration 103Q (171080.790000 sec): 3 clusters
  Score: Raw -379975.643856 + Penalty 2731.162351 = -377244.481505
  nChanged 2
		SP:Iteration 104Q (171081.020000 sec): 3 clusters
  Score: Raw -379976.393688 + Penalty 2731.162351 = -377245.231337
  nChanged 4
		SP:Iteration 105Q (171081.240000 sec): 3 clusters
  Score: Raw -379977.164204 + Penalty 2731.162351 = -377246.001853
  nChanged 0
		SP:Iteration 106F (171081.390000 sec): 3 clusters
  Score: Raw -379977.164204 + Penalty 2731.162351 = -377246.001853
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 22 (14093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171081.530000 sec): 2 clusters
  Score: Raw -1223027.000421 + Penalty 1552.432944 = -1221474.567478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171081.840000 sec): 3 clusters
  Score: Raw -1214712.186231 + Penalty 3104.865887 = -1211607.320343
  nChanged 6313
		SP:Iteration 1F (171082.090000 sec): 3 clusters
  Score: Raw -1218305.973247 + Penalty 3104.865887 = -1215201.107360
  nChanged 902
		SP:Iteration 2F (171082.390000 sec): 3 clusters
  Score: Raw -1218763.928797 + Penalty 3104.865887 = -1215659.062910
  nChanged 871
		SP:Iteration 3F (171082.650000 sec): 3 clusters
  Score: Raw -1219270.183452 + Penalty 3104.865887 = -1216165.317565
  nChanged 894
		SP:Iteration 4F (171082.870000 sec): 3 clusters
  Score: Raw -1219815.910662 + Penalty 3104.865887 = -1216711.044775
  nChanged 850
		SP:Iteration 5F (171083.160000 sec): 3 clusters
  Score: Raw -1220359.963451 + Penalty 3104.865887 = -1217255.097564
  nChanged 791
		SP:Iteration 6F (171083.420000 sec): 3 clusters
  Score: Raw -1220844.125957 + Penalty 3104.865887 = -1217739.260069
  nChanged 674
		SP:Iteration 7Q (171083.670000 sec): 3 clusters
  Score: Raw -1221253.879132 + Penalty 3104.865887 = -1218149.013245
  nChanged 510
		SP:Iteration 8Q (171083.940000 sec): 3 clusters
  Score: Raw -1221547.806452 + Penalty 3104.865887 = -1218442.940565
  nChanged 407
		SP:Iteration 9Q (171084.200000 sec): 3 clusters
  Score: Raw -1221796.182865 + Penalty 3104.865887 = -1218691.316978
  nChanged 355
		SP:Iteration 10Q (171084.440000 sec): 3 clusters
  Score: Raw -1222020.162011 + Penalty 3104.865887 = -1218915.296124
  nChanged 329
		SP:Iteration 11Q (171084.690000 sec): 3 clusters
  Score: Raw -1222259.779836 + Penalty 3104.865887 = -1219154.913949
  nChanged 314
		SP:Iteration 12Q (171084.940000 sec): 3 clusters
  Score: Raw -1222516.881614 + Penalty 3104.865887 = -1219412.015727
  nChanged 269
		SP:Iteration 13Q (171085.210000 sec): 3 clusters
  Score: Raw -1222744.628185 + Penalty 3104.865887 = -1219639.762298
  nChanged 227
		SP:Iteration 14Q (171085.480000 sec): 3 clusters
  Score: Raw -1222919.142288 + Penalty 3104.865887 = -1219814.276401
  nChanged 174
		SP:Iteration 15Q (171085.690000 sec): 3 clusters
  Score: Raw -1223040.265679 + Penalty 3104.865887 = -1219935.399792
  nChanged 135
		SP:Iteration 16Q (171085.930000 sec): 3 clusters
  Score: Raw -1223131.654133 + Penalty 3104.865887 = -1220026.788246
  nChanged 103
		SP:Iteration 17Q (171086.190000 sec): 3 clusters
  Score: Raw -1223191.078045 + Penalty 3104.865887 = -1220086.212158
  nChanged 73
		SP:Iteration 18Q (171086.430000 sec): 3 clusters
  Score: Raw -1223233.554388 + Penalty 3104.865887 = -1220128.688501
  nChanged 70
		SP:Iteration 19Q (171086.630000 sec): 3 clusters
  Score: Raw -1223275.423492 + Penalty 3104.865887 = -1220170.557605
  nChanged 62
		SP:Iteration 20F (171086.870000 sec): 3 clusters
  Score: Raw -1223314.763447 + Penalty 3104.865887 = -1220209.897560
  nChanged 64
		SP:Iteration 21Q (171087.070000 sec): 3 clusters
  Score: Raw -1223366.235183 + Penalty 3104.865887 = -1220261.369296
  nChanged 56
		SP:Iteration 22Q (171087.340000 sec): 3 clusters
  Score: Raw -1223408.187226 + Penalty 3104.865887 = -1220303.321339
  nChanged 51
		SP:Iteration 23Q (171087.540000 sec): 3 clusters
  Score: Raw -1223448.034149 + Penalty 3104.865887 = -1220343.168262
  nChanged 48
		SP:Iteration 24Q (171087.810000 sec): 3 clusters
  Score: Raw -1223488.823435 + Penalty 3104.865887 = -1220383.957548
  nChanged 33
		SP:Iteration 25Q (171088.090000 sec): 3 clusters
  Score: Raw -1223505.551552 + Penalty 3104.865887 = -1220400.685664
  nChanged 23
		SP:Iteration 26Q (171088.330000 sec): 3 clusters
  Score: Raw -1223515.888115 + Penalty 3104.865887 = -1220411.022228
  nChanged 20
		SP:Iteration 27Q (171088.570000 sec): 3 clusters
  Score: Raw -1223525.588398 + Penalty 3104.865887 = -1220420.722511
  nChanged 20
		SP:Iteration 28Q (171088.860000 sec): 3 clusters
  Score: Raw -1223532.795531 + Penalty 3104.865887 = -1220427.929644
  nChanged 13
		SP:Iteration 29Q (171089.090000 sec): 3 clusters
  Score: Raw -1223538.525914 + Penalty 3104.865887 = -1220433.660027
  nChanged 13
		SP:Iteration 30Q (171089.350000 sec): 3 clusters
  Score: Raw -1223544.159819 + Penalty 3104.865887 = -1220439.293932
  nChanged 10
		SP:Iteration 31Q (171089.650000 sec): 3 clusters
  Score: Raw -1223546.541427 + Penalty 3104.865887 = -1220441.675540
  nChanged 6
		SP:Iteration 32Q (171089.880000 sec): 3 clusters
  Score: Raw -1223548.173743 + Penalty 3104.865887 = -1220443.307856
  nChanged 3
		SP:Iteration 33Q (171090.130000 sec): 3 clusters
  Score: Raw -1223549.234387 + Penalty 3104.865887 = -1220444.368500
  nChanged 4
		SP:Iteration 34Q (171090.340000 sec): 3 clusters
  Score: Raw -1223550.901197 + Penalty 3104.865887 = -1220446.035310
  nChanged 9
		SP:Iteration 35Q (171090.630000 sec): 3 clusters
  Score: Raw -1223553.204509 + Penalty 3104.865887 = -1220448.338622
  nChanged 3
		SP:Iteration 36Q (171090.900000 sec): 3 clusters
  Score: Raw -1223554.262023 + Penalty 3104.865887 = -1220449.396136
  nChanged 3
		SP:Iteration 37Q (171091.160000 sec): 3 clusters
  Score: Raw -1223555.524137 + Penalty 3104.865887 = -1220450.658250
  nChanged 5
		SP:Iteration 38Q (171091.360000 sec): 3 clusters
  Score: Raw -1223557.101592 + Penalty 3104.865887 = -1220452.235705
  nChanged 2
		SP:Iteration 39Q (171091.620000 sec): 3 clusters
  Score: Raw -1223557.452149 + Penalty 3104.865887 = -1220452.586262
  nChanged 2
		SP:Iteration 40F (171091.840000 sec): 3 clusters
  Score: Raw -1223558.662317 + Penalty 3104.865887 = -1220453.796430
  nChanged 4
		SP:Iteration 41Q (171092.120000 sec): 3 clusters
  Score: Raw -1223560.529208 + Penalty 3104.865887 = -1220455.663321
  nChanged 1
		SP:Iteration 42Q (171092.350000 sec): 3 clusters
  Score: Raw -1223560.950401 + Penalty 3104.865887 = -1220456.084513
  nChanged 1
		SP:Iteration 43Q (171092.560000 sec): 3 clusters
  Score: Raw -1223561.063889 + Penalty 3104.865887 = -1220456.198002
  nChanged 0
		SP:Iteration 44F (171092.860000 sec): 3 clusters
  Score: Raw -1223561.063889 + Penalty 3104.865887 = -1220456.198002
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 23 (79282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171093.270000 sec): 2 clusters
  Score: Raw -7075348.619787 + Penalty 1833.124539 = -7073515.495248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171093.780000 sec): 3 clusters
  Score: Raw -7024309.827929 + Penalty 3666.249079 = -7020643.578850
  nChanged 37655
		SP:Iteration 1F (171094.270000 sec): 3 clusters
  Score: Raw -7045643.457307 + Penalty 3666.249079 = -7041977.208229
  nChanged 2730
		SP:Iteration 2Q (171094.810000 sec): 3 clusters
  Score: Raw -7046309.087554 + Penalty 3666.249079 = -7042642.838475
  nChanged 2772
		SP:Iteration 3Q (171095.360000 sec): 3 clusters
  Score: Raw -7047012.233394 + Penalty 3666.249079 = -7043345.984316
  nChanged 2788
		SP:Iteration 4Q (171095.970000 sec): 3 clusters
  Score: Raw -7047828.333579 + Penalty 3666.249079 = -7044162.084500
  nChanged 2970
		SP:Iteration 5Q (171096.560000 sec): 3 clusters
  Score: Raw -7048778.992797 + Penalty 3666.249079 = -7045112.743718
  nChanged 3070
		SP:Iteration 6Q (171097.130000 sec): 3 clusters
  Score: Raw -7049789.474081 + Penalty 3666.249079 = -7046123.225002
  nChanged 3123
		SP:Iteration 7Q (171097.710000 sec): 3 clusters
  Score: Raw -7050859.706240 + Penalty 3666.249079 = -7047193.457161
  nChanged 3266
		SP:Iteration 8Q (171098.320000 sec): 3 clusters
  Score: Raw -7052050.492861 + Penalty 3666.249079 = -7048384.243783
  nChanged 3304
		SP:Iteration 9Q (171098.930000 sec): 3 clusters
  Score: Raw -7053402.555105 + Penalty 3666.249079 = -7049736.306027
  nChanged 3480
		SP:Iteration 10Q (171099.520000 sec): 3 clusters
  Score: Raw -7054926.570055 + Penalty 3666.249079 = -7051260.320977
  nChanged 3532
		SP:Iteration 11Q (171100.050000 sec): 3 clusters
  Score: Raw -7056723.905511 + Penalty 3666.249079 = -7053057.656432
  nChanged 3529
		SP:Iteration 12Q (171100.630000 sec): 3 clusters
  Score: Raw -7058692.275257 + Penalty 3666.249079 = -7055026.026179
  nChanged 3391
		SP:Iteration 13Q (171101.250000 sec): 3 clusters
  Score: Raw -7060413.163242 + Penalty 3666.249079 = -7056746.914164
  nChanged 2764
		SP:Iteration 14Q (171101.830000 sec): 3 clusters
  Score: Raw -7061460.357775 + Penalty 3666.249079 = -7057794.108696
  nChanged 1913
		SP:Iteration 15Q (171102.340000 sec): 3 clusters
  Score: Raw -7061903.817953 + Penalty 3666.249079 = -7058237.568875
  nChanged 1180
		SP:Iteration 16Q (171102.860000 sec): 3 clusters
  Score: Raw -7062082.693644 + Penalty 3666.249079 = -7058416.444565
  nChanged 760
		SP:Iteration 17Q (171103.430000 sec): 3 clusters
  Score: Raw -7062176.405632 + Penalty 3666.249079 = -7058510.156553
  nChanged 558
		SP:Iteration 18Q (171104.040000 sec): 3 clusters
  Score: Raw -7062235.736331 + Penalty 3666.249079 = -7058569.487252
  nChanged 453
		SP:Iteration 19Q (171104.610000 sec): 3 clusters
  Score: Raw -7062279.795732 + Penalty 3666.249079 = -7058613.546653
  nChanged 377
		SP:Iteration 20F (171105.150000 sec): 3 clusters
  Score: Raw -7062312.707004 + Penalty 3666.249079 = -7058646.457925
  nChanged 356
		SP:Iteration 21Q (171105.730000 sec): 3 clusters
  Score: Raw -7062343.955844 + Penalty 3666.249079 = -7058677.706765
  nChanged 334
		SP:Iteration 22Q (171106.310000 sec): 3 clusters
  Score: Raw -7062372.529388 + Penalty 3666.249079 = -7058706.280309
  nChanged 322
		SP:Iteration 23Q (171106.830000 sec): 3 clusters
  Score: Raw -7062397.988730 + Penalty 3666.249079 = -7058731.739652
  nChanged 311
		SP:Iteration 24Q (171107.380000 sec): 3 clusters
  Score: Raw -7062421.354843 + Penalty 3666.249079 = -7058755.105765
  nChanged 270
		SP:Iteration 25Q (171107.950000 sec): 3 clusters
  Score: Raw -7062439.115644 + Penalty 3666.249079 = -7058772.866565
  nChanged 259
		SP:Iteration 26Q (171108.510000 sec): 3 clusters
  Score: Raw -7062457.726101 + Penalty 3666.249079 = -7058791.477023
  nChanged 251
		SP:Iteration 27Q (171109.070000 sec): 3 clusters
  Score: Raw -7062474.544150 + Penalty 3666.249079 = -7058808.295071
  nChanged 249
		SP:Iteration 28Q (171109.600000 sec): 3 clusters
  Score: Raw -7062490.562395 + Penalty 3666.249079 = -7058824.313316
  nChanged 263
		SP:Iteration 29Q (171110.140000 sec): 3 clusters
  Score: Raw -7062509.287439 + Penalty 3666.249079 = -7058843.038360
  nChanged 275
		SP:Iteration 30Q (171110.660000 sec): 3 clusters
  Score: Raw -7062529.350335 + Penalty 3666.249079 = -7058863.101256
  nChanged 292
		SP:Iteration 31Q (171111.180000 sec): 3 clusters
  Score: Raw -7062552.159358 + Penalty 3666.249079 = -7058885.910279
  nChanged 293
		SP:Iteration 32Q (171111.690000 sec): 3 clusters
  Score: Raw -7062576.486001 + Penalty 3666.249079 = -7058910.236923
  nChanged 304
		SP:Iteration 33Q (171112.160000 sec): 3 clusters
  Score: Raw -7062600.071706 + Penalty 3666.249079 = -7058933.822627
  nChanged 299
		SP:Iteration 34Q (171112.650000 sec): 3 clusters
  Score: Raw -7062622.903916 + Penalty 3666.249079 = -7058956.654838
  nChanged 287
		SP:Iteration 35Q (171113.130000 sec): 3 clusters
  Score: Raw -7062643.968592 + Penalty 3666.249079 = -7058977.719513
  nChanged 279
		SP:Iteration 36Q (171113.650000 sec): 3 clusters
  Score: Raw -7062664.095077 + Penalty 3666.249079 = -7058997.845999
  nChanged 310
		SP:Iteration 37Q (171114.130000 sec): 3 clusters
  Score: Raw -7062688.910277 + Penalty 3666.249079 = -7059022.661199
  nChanged 356
		SP:Iteration 38Q (171114.630000 sec): 3 clusters
  Score: Raw -7062720.564818 + Penalty 3666.249079 = -7059054.315739
  nChanged 374
		SP:Iteration 39Q (171115.150000 sec): 3 clusters
  Score: Raw -7062755.974530 + Penalty 3666.249079 = -7059089.725451
  nChanged 396
		SP:Iteration 40F (171115.660000 sec): 3 clusters
  Score: Raw -7062797.608682 + Penalty 3666.249079 = -7059131.359603
  nChanged 455
		SP:Iteration 41Q (171116.280000 sec): 3 clusters
  Score: Raw -7062846.886558 + Penalty 3666.249079 = -7059180.637479
  nChanged 471
		SP:Iteration 42Q (171116.850000 sec): 3 clusters
  Score: Raw -7062899.968876 + Penalty 3666.249079 = -7059233.719797
  nChanged 502
		SP:Iteration 43Q (171117.400000 sec): 3 clusters
  Score: Raw -7062959.962552 + Penalty 3666.249079 = -7059293.713474
  nChanged 592
		SP:Iteration 44Q (171117.910000 sec): 3 clusters
  Score: Raw -7063037.417520 + Penalty 3666.249079 = -7059371.168441
  nChanged 653
		SP:Iteration 45Q (171118.440000 sec): 3 clusters
  Score: Raw -7063128.511311 + Penalty 3666.249079 = -7059462.262232
  nChanged 718
		SP:Iteration 46Q (171118.960000 sec): 3 clusters
  Score: Raw -7063237.866342 + Penalty 3666.249079 = -7059571.617264
  nChanged 742
		SP:Iteration 47Q (171119.470000 sec): 3 clusters
  Score: Raw -7063348.610298 + Penalty 3666.249079 = -7059682.361219
  nChanged 760
		SP:Iteration 48Q (171120.000000 sec): 3 clusters
  Score: Raw -7063473.611037 + Penalty 3666.249079 = -7059807.361958
  nChanged 873
		SP:Iteration 49Q (171120.520000 sec): 3 clusters
  Score: Raw -7063636.396359 + Penalty 3666.249079 = -7059970.147280
  nChanged 994
		SP:Iteration 50Q (171121.050000 sec): 3 clusters
  Score: Raw -7063846.657509 + Penalty 3666.249079 = -7060180.408430
  nChanged 1096
		SP:Iteration 51Q (171121.550000 sec): 3 clusters
  Score: Raw -7064105.915281 + Penalty 3666.249079 = -7060439.666202
  nChanged 1172
		SP:Iteration 52Q (171122.050000 sec): 3 clusters
  Score: Raw -7064407.118131 + Penalty 3666.249079 = -7060740.869052
  nChanged 1275
		SP:Iteration 53Q (171122.540000 sec): 3 clusters
  Score: Raw -7064762.139694 + Penalty 3666.249079 = -7061095.890616
  nChanged 1336
		SP:Iteration 54Q (171123.110000 sec): 3 clusters
  Score: Raw -7065156.840771 + Penalty 3666.249079 = -7061490.591692
  nChanged 1436
		SP:Iteration 55Q (171123.720000 sec): 3 clusters
  Score: Raw -7065630.083176 + Penalty 3666.249079 = -7061963.834098
  nChanged 1543
		SP:Iteration 56Q (171124.300000 sec): 3 clusters
  Score: Raw -7066217.723178 + Penalty 3666.249079 = -7062551.474099
  nChanged 1728
		SP:Iteration 57Q (171124.890000 sec): 3 clusters
  Score: Raw -7066961.190962 + Penalty 3666.249079 = -7063294.941883
  nChanged 1739
		SP:Iteration 58Q (171125.450000 sec): 3 clusters
  Score: Raw -7067766.087978 + Penalty 3666.249079 = -7064099.838899
  nChanged 1757
		SP:Iteration 59Q (171125.970000 sec): 3 clusters
  Score: Raw -7068661.678000 + Penalty 3666.249079 = -7064995.428922
  nChanged 1780
		SP:Iteration 60F (171126.590000 sec): 3 clusters
  Score: Raw -7069681.971424 + Penalty 3666.249079 = -7066015.722345
  nChanged 1761
		SP:Iteration 61Q (171127.120000 sec): 3 clusters
  Score: Raw -7070767.533361 + Penalty 3666.249079 = -7067101.284283
  nChanged 1494
		SP:Iteration 62Q (171127.660000 sec): 3 clusters
  Score: Raw -7071700.690029 + Penalty 3666.249079 = -7068034.440950
  nChanged 1380
		SP:Iteration 63Q (171128.240000 sec): 3 clusters
  Score: Raw -7072640.697154 + Penalty 3666.249079 = -7068974.448075
  nChanged 1202
		SP:Iteration 64Q (171128.810000 sec): 3 clusters
  Score: Raw -7073517.889235 + Penalty 3666.249079 = -7069851.640156
  nChanged 973
		SP:Iteration 65Q (171129.320000 sec): 3 clusters
  Score: Raw -7074255.668509 + Penalty 3666.249079 = -7070589.419430
  nChanged 682
		SP:Iteration 66Q (171129.820000 sec): 3 clusters
  Score: Raw -7074786.926263 + Penalty 3666.249079 = -7071120.677184
  nChanged 430
		SP:Iteration 67Q (171130.320000 sec): 3 clusters
  Score: Raw -7075124.033763 + Penalty 3666.249079 = -7071457.784685
  nChanged 245
		SP:Iteration 68Q (171130.850000 sec): 3 clusters
  Score: Raw -7075312.943523 + Penalty 3666.249079 = -7071646.694445
  nChanged 138
		SP:Iteration 69Q (171131.370000 sec): 3 clusters
  Score: Raw -7075422.487891 + Penalty 3666.249079 = -7071756.238813
  nChanged 80
		SP:Iteration 70Q (171131.820000 sec): 3 clusters
  Score: Raw -7075487.717363 + Penalty 3666.249079 = -7071821.468284
  nChanged 51
		SP:Iteration 71Q (171132.380000 sec): 3 clusters
  Score: Raw -7075531.271150 + Penalty 3666.249079 = -7071865.022072
  nChanged 38
		SP:Iteration 72Q (171132.910000 sec): 3 clusters
  Score: Raw -7075571.029964 + Penalty 3666.249079 = -7071904.780885
  nChanged 21
		SP:Iteration 73Q (171133.390000 sec): 3 clusters
  Score: Raw -7075589.142471 + Penalty 3666.249079 = -7071922.893392
  nChanged 14
		SP:Iteration 74Q (171133.950000 sec): 3 clusters
  Score: Raw -7075598.857183 + Penalty 3666.249079 = -7071932.608104
  nChanged 3
		SP:Iteration 75Q (171134.440000 sec): 3 clusters
  Score: Raw -7075601.278587 + Penalty 3666.249079 = -7071935.029508
  nChanged 3
		SP:Iteration 76Q (171134.910000 sec): 3 clusters
  Score: Raw -7075605.161667 + Penalty 3666.249079 = -7071938.912589
  nChanged 4
		SP:Iteration 77Q (171135.370000 sec): 3 clusters
  Score: Raw -7075608.596525 + Penalty 3666.249079 = -7071942.347446
  nChanged 1
		SP:Iteration 78Q (171135.810000 sec): 3 clusters
  Score: Raw -7075609.229682 + Penalty 3666.249079 = -7071942.980603
  nChanged 1
		SP:Iteration 79Q (171136.310000 sec): 3 clusters
  Score: Raw -7075610.848360 + Penalty 3666.249079 = -7071944.599282
  nChanged 1
		SP:Iteration 80F (171136.810000 sec): 3 clusters
  Score: Raw -7075611.543355 + Penalty 3666.249079 = -7071945.294276
  nChanged 3
		SP:Iteration 81Q (171137.300000 sec): 3 clusters
  Score: Raw -7075613.370870 + Penalty 3666.249079 = -7071947.121791
  nChanged 0
		SP:Iteration 82F (171137.830000 sec): 3 clusters
  Score: Raw -7075613.370870 + Penalty 3666.249079 = -7071947.121791
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 24 (7331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171137.960000 sec): 2 clusters
  Score: Raw -589218.806833 + Penalty 1446.228422 = -587772.578412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171138.170000 sec): 3 clusters
  Score: Raw -585188.058922 + Penalty 2892.456844 = -582295.602079
  nChanged 3102
		SP:Iteration 1F (171138.370000 sec): 3 clusters
  Score: Raw -586877.611327 + Penalty 2892.456844 = -583985.154484
  nChanged 493
		SP:Iteration 2F (171138.630000 sec): 3 clusters
  Score: Raw -587125.987706 + Penalty 2892.456844 = -584233.530863
  nChanged 419
		SP:Iteration 3F (171138.830000 sec): 3 clusters
  Score: Raw -587331.562980 + Penalty 2892.456844 = -584439.106136
  nChanged 337
		SP:Iteration 4Q (171139.100000 sec): 3 clusters
  Score: Raw -587492.052812 + Penalty 2892.456844 = -584599.595969
  nChanged 302
		SP:Iteration 5Q (171139.340000 sec): 3 clusters
  Score: Raw -587648.280634 + Penalty 2892.456844 = -584755.823791
  nChanged 296
		SP:Iteration 6Q (171139.580000 sec): 3 clusters
  Score: Raw -587817.655765 + Penalty 2892.456844 = -584925.198922
  nChanged 284
		SP:Iteration 7Q (171139.800000 sec): 3 clusters
  Score: Raw -587986.201146 + Penalty 2892.456844 = -585093.744302
  nChanged 276
		SP:Iteration 8Q (171140.040000 sec): 3 clusters
  Score: Raw -588187.900820 + Penalty 2892.456844 = -585295.443977
  nChanged 296
		SP:Iteration 9Q (171140.270000 sec): 3 clusters
  Score: Raw -588408.334036 + Penalty 2892.456844 = -585515.877193
  nChanged 257
		SP:Iteration 10Q (171140.490000 sec): 3 clusters
  Score: Raw -588599.277714 + Penalty 2892.456844 = -585706.820870
  nChanged 227
		SP:Iteration 11Q (171140.670000 sec): 3 clusters
  Score: Raw -588774.817948 + Penalty 2892.456844 = -585882.361104
  nChanged 196
		SP:Iteration 12Q (171140.880000 sec): 3 clusters
  Score: Raw -588917.982397 + Penalty 2892.456844 = -586025.525553
  nChanged 153
		SP:Iteration 13Q (171141.110000 sec): 3 clusters
  Score: Raw -589014.299169 + Penalty 2892.456844 = -586121.842325
  nChanged 124
		SP:Iteration 14Q (171141.280000 sec): 3 clusters
  Score: Raw -589090.784265 + Penalty 2892.456844 = -586198.327421
  nChanged 121
		SP:Iteration 15Q (171141.480000 sec): 3 clusters
  Score: Raw -589177.616449 + Penalty 2892.456844 = -586285.159605
  nChanged 101
		SP:Iteration 16Q (171141.730000 sec): 3 clusters
  Score: Raw -589257.644900 + Penalty 2892.456844 = -586365.188056
  nChanged 84
		SP:Iteration 17Q (171141.930000 sec): 3 clusters
  Score: Raw -589313.177680 + Penalty 2892.456844 = -586420.720836
  nChanged 65
		SP:Iteration 18Q (171142.120000 sec): 3 clusters
  Score: Raw -589353.823115 + Penalty 2892.456844 = -586461.366271
  nChanged 52
		SP:Iteration 19Q (171142.340000 sec): 3 clusters
  Score: Raw -589388.248706 + Penalty 2892.456844 = -586495.791863
  nChanged 46
		SP:Iteration 20F (171142.500000 sec): 3 clusters
  Score: Raw -589419.720196 + Penalty 2892.456844 = -586527.263353
  nChanged 46
		SP:Iteration 21Q (171142.750000 sec): 3 clusters
  Score: Raw -589449.010312 + Penalty 2892.456844 = -586556.553468
  nChanged 33
		SP:Iteration 22Q (171142.950000 sec): 3 clusters
  Score: Raw -589475.736643 + Penalty 2892.456844 = -586583.279799
  nChanged 27
		SP:Iteration 23Q (171143.150000 sec): 3 clusters
  Score: Raw -589494.832217 + Penalty 2892.456844 = -586602.375373
  nChanged 31
		SP:Iteration 24Q (171143.350000 sec): 3 clusters
  Score: Raw -589516.967161 + Penalty 2892.456844 = -586624.510318
  nChanged 31
		SP:Iteration 25Q (171143.600000 sec): 3 clusters
  Score: Raw -589542.245691 + Penalty 2892.456844 = -586649.788848
  nChanged 29
		SP:Iteration 26Q (171143.810000 sec): 3 clusters
  Score: Raw -589566.176265 + Penalty 2892.456844 = -586673.719421
  nChanged 19
		SP:Iteration 27Q (171144.000000 sec): 3 clusters
  Score: Raw -589582.674453 + Penalty 2892.456844 = -586690.217609
  nChanged 15
		SP:Iteration 28Q (171144.260000 sec): 3 clusters
  Score: Raw -589591.641227 + Penalty 2892.456844 = -586699.184383
  nChanged 5
		SP:Iteration 29Q (171144.430000 sec): 3 clusters
  Score: Raw -589594.240283 + Penalty 2892.456844 = -586701.783439
  nChanged 6
		SP:Iteration 30Q (171144.680000 sec): 3 clusters
  Score: Raw -589599.642297 + Penalty 2892.456844 = -586707.185453
  nChanged 6
		SP:Iteration 31Q (171144.870000 sec): 3 clusters
  Score: Raw -589606.006153 + Penalty 2892.456844 = -586713.549310
  nChanged 7
		SP:Iteration 32Q (171145.080000 sec): 3 clusters
  Score: Raw -589610.132865 + Penalty 2892.456844 = -586717.676021
  nChanged 7
		SP:Iteration 33Q (171145.280000 sec): 3 clusters
  Score: Raw -589613.236776 + Penalty 2892.456844 = -586720.779932
  nChanged 3
		SP:Iteration 34Q (171145.490000 sec): 3 clusters
  Score: Raw -589615.317318 + Penalty 2892.456844 = -586722.860474
  nChanged 7
		SP:Iteration 35Q (171145.760000 sec): 3 clusters
  Score: Raw -589622.271706 + Penalty 2892.456844 = -586729.814863
  nChanged 11
		SP:Iteration 36Q (171145.950000 sec): 3 clusters
  Score: Raw -589629.892988 + Penalty 2892.456844 = -586737.436144
  nChanged 8
		SP:Iteration 37Q (171146.190000 sec): 3 clusters
  Score: Raw -589634.547478 + Penalty 2892.456844 = -586742.090634
  nChanged 0
		SP:Iteration 38F (171146.430000 sec): 3 clusters
  Score: Raw -589634.547478 + Penalty 2892.456844 = -586742.090634
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 25 (2186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171146.520000 sec): 2 clusters
  Score: Raw -147421.135316 + Penalty 1249.597159 = -146171.538157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171146.740000 sec): 3 clusters
  Score: Raw -146484.844240 + Penalty 2499.194317 = -143985.649922
  nChanged 811
		SP:Iteration 1F (171146.900000 sec): 3 clusters
  Score: Raw -147152.235166 + Penalty 2499.194317 = -144653.040848
  nChanged 228
		SP:Iteration 2F (171147.110000 sec): 3 clusters
  Score: Raw -147428.303079 + Penalty 2499.194317 = -144929.108761
  nChanged 161
		SP:Iteration 3F (171147.320000 sec): 3 clusters
  Score: Raw -147688.045427 + Penalty 2499.194317 = -145188.851109
  nChanged 151
		SP:Iteration 4F (171147.510000 sec): 3 clusters
  Score: Raw -147963.191367 + Penalty 2499.194317 = -145463.997050
  nChanged 143
		SP:Iteration 5F (171147.660000 sec): 3 clusters
  Score: Raw -148130.419778 + Penalty 2499.194317 = -145631.225461
  nChanged 90
		SP:Iteration 6Q (171147.850000 sec): 3 clusters
  Score: Raw -148214.408220 + Penalty 2499.194317 = -145715.213902
  nChanged 67
		SP:Iteration 7Q (171148.070000 sec): 3 clusters
  Score: Raw -148266.035655 + Penalty 2499.194317 = -145766.841337
  nChanged 44
		SP:Iteration 8Q (171148.270000 sec): 3 clusters
  Score: Raw -148295.031518 + Penalty 2499.194317 = -145795.837201
  nChanged 34
		SP:Iteration 9Q (171148.480000 sec): 3 clusters
  Score: Raw -148314.850803 + Penalty 2499.194317 = -145815.656486
  nChanged 23
		SP:Iteration 10Q (171148.670000 sec): 3 clusters
  Score: Raw -148329.791459 + Penalty 2499.194317 = -145830.597142
  nChanged 22
		SP:Iteration 11Q (171148.880000 sec): 3 clusters
  Score: Raw -148340.762469 + Penalty 2499.194317 = -145841.568152
  nChanged 19
		SP:Iteration 12Q (171149.080000 sec): 3 clusters
  Score: Raw -148350.920562 + Penalty 2499.194317 = -145851.726244
  nChanged 15
		SP:Iteration 13Q (171149.290000 sec): 3 clusters
  Score: Raw -148358.370398 + Penalty 2499.194317 = -145859.176081
  nChanged 9
		SP:Iteration 14Q (171149.480000 sec): 3 clusters
  Score: Raw -148364.050377 + Penalty 2499.194317 = -145864.856059
  nChanged 13
		SP:Iteration 15Q (171149.720000 sec): 3 clusters
  Score: Raw -148371.486266 + Penalty 2499.194317 = -145872.291949
  nChanged 14
		SP:Iteration 16Q (171149.890000 sec): 3 clusters
  Score: Raw -148376.559144 + Penalty 2499.194317 = -145877.364827
  nChanged 8
		SP:Iteration 17Q (171150.090000 sec): 3 clusters
  Score: Raw -148378.282615 + Penalty 2499.194317 = -145879.088297
  nChanged 4
		SP:Iteration 18Q (171150.280000 sec): 3 clusters
  Score: Raw -148379.311185 + Penalty 2499.194317 = -145880.116867
  nChanged 0
		SP:Iteration 19F (171150.490000 sec): 3 clusters
  Score: Raw -148379.311185 + Penalty 2499.194317 = -145880.116867
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 26 (3024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171150.630000 sec): 2 clusters
  Score: Raw -255357.932082 + Penalty 1302.329557 = -254055.602525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171150.770000 sec): 3 clusters
  Score: Raw -253970.002600 + Penalty 2604.659115 = -251365.343486
  nChanged 1139
		SP:Iteration 1F (171150.930000 sec): 3 clusters
  Score: Raw -254695.365444 + Penalty 2604.659115 = -252090.706330
  nChanged 236
		SP:Iteration 2F (171151.140000 sec): 3 clusters
  Score: Raw -254836.639569 + Penalty 2604.659115 = -252231.980455
  nChanged 155
		SP:Iteration 3F (171151.330000 sec): 3 clusters
  Score: Raw -254929.479837 + Penalty 2604.659115 = -252324.820722
  nChanged 126
		SP:Iteration 4Q (171151.510000 sec): 3 clusters
  Score: Raw -255014.623508 + Penalty 2604.659115 = -252409.964393
  nChanged 93
		SP:Iteration 5Q (171151.720000 sec): 3 clusters
  Score: Raw -255073.302856 + Penalty 2604.659115 = -252468.643741
  nChanged 79
		SP:Iteration 6Q (171151.900000 sec): 3 clusters
  Score: Raw -255112.321530 + Penalty 2604.659115 = -252507.662416
  nChanged 68
		SP:Iteration 7Q (171152.140000 sec): 3 clusters
  Score: Raw -255150.055233 + Penalty 2604.659115 = -252545.396118
  nChanged 65
		SP:Iteration 8Q (171152.340000 sec): 3 clusters
  Score: Raw -255180.924710 + Penalty 2604.659115 = -252576.265596
  nChanged 45
		SP:Iteration 9Q (171152.540000 sec): 3 clusters
  Score: Raw -255205.937114 + Penalty 2604.659115 = -252601.277999
  nChanged 48
		SP:Iteration 10Q (171152.740000 sec): 3 clusters
  Score: Raw -255230.200023 + Penalty 2604.659115 = -252625.540908
  nChanged 47
		SP:Iteration 11Q (171152.910000 sec): 3 clusters
  Score: Raw -255253.907687 + Penalty 2604.659115 = -252649.248573
  nChanged 41
		SP:Iteration 12Q (171153.100000 sec): 3 clusters
  Score: Raw -255273.320859 + Penalty 2604.659115 = -252668.661744
  nChanged 40
		SP:Iteration 13Q (171153.310000 sec): 3 clusters
  Score: Raw -255292.264632 + Penalty 2604.659115 = -252687.605517
  nChanged 39
		SP:Iteration 14Q (171153.500000 sec): 3 clusters
  Score: Raw -255313.217791 + Penalty 2604.659115 = -252708.558677
  nChanged 44
		SP:Iteration 15Q (171153.670000 sec): 3 clusters
  Score: Raw -255336.457896 + Penalty 2604.659115 = -252731.798781
  nChanged 43
		SP:Iteration 16Q (171153.900000 sec): 3 clusters
  Score: Raw -255356.444416 + Penalty 2604.659115 = -252751.785301
  nChanged 27
		SP:Iteration 17Q (171154.090000 sec): 3 clusters
  Score: Raw -255370.889316 + Penalty 2604.659115 = -252766.230201
  nChanged 21
		SP:Iteration 18Q (171154.270000 sec): 3 clusters
  Score: Raw -255382.761546 + Penalty 2604.659115 = -252778.102431
  nChanged 19
		SP:Iteration 19Q (171154.510000 sec): 3 clusters
  Score: Raw -255392.576098 + Penalty 2604.659115 = -252787.916983
  nChanged 20
		SP:Iteration 20F (171154.730000 sec): 3 clusters
  Score: Raw -255401.523770 + Penalty 2604.659115 = -252796.864655
  nChanged 29
		SP:Iteration 21Q (171154.860000 sec): 3 clusters
  Score: Raw -255413.137856 + Penalty 2604.659115 = -252808.478741
  nChanged 22
		SP:Iteration 22Q (171155.110000 sec): 3 clusters
  Score: Raw -255422.479535 + Penalty 2604.659115 = -252817.820420
  nChanged 23
		SP:Iteration 23Q (171155.290000 sec): 3 clusters
  Score: Raw -255434.216392 + Penalty 2604.659115 = -252829.557278
  nChanged 17
		SP:Iteration 24Q (171155.490000 sec): 3 clusters
  Score: Raw -255444.329034 + Penalty 2604.659115 = -252839.669920
  nChanged 15
		SP:Iteration 25Q (171155.720000 sec): 3 clusters
  Score: Raw -255453.263250 + Penalty 2604.659115 = -252848.604135
  nChanged 18
		SP:Iteration 26Q (171155.870000 sec): 3 clusters
  Score: Raw -255461.601493 + Penalty 2604.659115 = -252856.942379
  nChanged 16
		SP:Iteration 27Q (171156.070000 sec): 3 clusters
  Score: Raw -255468.602732 + Penalty 2604.659115 = -252863.943618
  nChanged 6
		SP:Iteration 28Q (171156.310000 sec): 3 clusters
  Score: Raw -255471.124483 + Penalty 2604.659115 = -252866.465368
  nChanged 6
		SP:Iteration 29Q (171156.590000 sec): 3 clusters
  Score: Raw -255474.175343 + Penalty 2604.659115 = -252869.516229
  nChanged 9
		SP:Iteration 30Q (171156.800000 sec): 3 clusters
  Score: Raw -255477.469506 + Penalty 2604.659115 = -252872.810392
  nChanged 6
		SP:Iteration 31Q (171156.990000 sec): 3 clusters
  Score: Raw -255479.875077 + Penalty 2604.659115 = -252875.215962
  nChanged 4
		SP:Iteration 32Q (171157.220000 sec): 3 clusters
  Score: Raw -255481.487074 + Penalty 2604.659115 = -252876.827959
  nChanged 4
		SP:Iteration 33Q (171157.400000 sec): 3 clusters
  Score: Raw -255483.517212 + Penalty 2604.659115 = -252878.858098
  nChanged 6
		SP:Iteration 34Q (171157.600000 sec): 3 clusters
  Score: Raw -255487.528968 + Penalty 2604.659115 = -252882.869853
  nChanged 4
		SP:Iteration 35Q (171157.800000 sec): 3 clusters
  Score: Raw -255489.292223 + Penalty 2604.659115 = -252884.633109
  nChanged 4
		SP:Iteration 36Q (171158.010000 sec): 3 clusters
  Score: Raw -255491.783662 + Penalty 2604.659115 = -252887.124547
  nChanged 6
		SP:Iteration 37Q (171158.150000 sec): 3 clusters
  Score: Raw -255493.724294 + Penalty 2604.659115 = -252889.065180
  nChanged 2
		SP:Iteration 38Q (171158.390000 sec): 3 clusters
  Score: Raw -255494.369976 + Penalty 2604.659115 = -252889.710861
  nChanged 2
		SP:Iteration 39Q (171158.600000 sec): 3 clusters
  Score: Raw -255495.027445 + Penalty 2604.659115 = -252890.368330
  nChanged 4
		SP:Iteration 40F (171158.780000 sec): 3 clusters
  Score: Raw -255497.166750 + Penalty 2604.659115 = -252892.507635
  nChanged 4
		SP:Iteration 41Q (171158.980000 sec): 3 clusters
  Score: Raw -255499.853070 + Penalty 2604.659115 = -252895.193955
  nChanged 5
		SP:Iteration 42Q (171159.180000 sec): 3 clusters
  Score: Raw -255503.043431 + Penalty 2604.659115 = -252898.384316
  nChanged 4
		SP:Iteration 43Q (171159.390000 sec): 3 clusters
  Score: Raw -255504.587311 + Penalty 2604.659115 = -252899.928196
  nChanged 3
		SP:Iteration 44Q (171159.590000 sec): 3 clusters
  Score: Raw -255505.449053 + Penalty 2604.659115 = -252900.789939
  nChanged 1
		SP:Iteration 45Q (171159.800000 sec): 3 clusters
  Score: Raw -255505.628091 + Penalty 2604.659115 = -252900.968976
  nChanged 2
		SP:Iteration 46Q (171160.000000 sec): 3 clusters
  Score: Raw -255506.995694 + Penalty 2604.659115 = -252902.336579
  nChanged 6
		SP:Iteration 47Q (171160.170000 sec): 3 clusters
  Score: Raw -255510.092764 + Penalty 2604.659115 = -252905.433650
  nChanged 6
		SP:Iteration 48Q (171160.360000 sec): 3 clusters
  Score: Raw -255513.878038 + Penalty 2604.659115 = -252909.218924
  nChanged 4
		SP:Iteration 49Q (171160.560000 sec): 3 clusters
  Score: Raw -255515.189786 + Penalty 2604.659115 = -252910.530671
  nChanged 4
		SP:Iteration 50Q (171160.760000 sec): 3 clusters
  Score: Raw -255516.849478 + Penalty 2604.659115 = -252912.190364
  nChanged 8
		SP:Iteration 51Q (171160.960000 sec): 3 clusters
  Score: Raw -255521.126313 + Penalty 2604.659115 = -252916.467198
  nChanged 8
		SP:Iteration 52Q (171161.140000 sec): 3 clusters
  Score: Raw -255526.942758 + Penalty 2604.659115 = -252922.283643
  nChanged 7
		SP:Iteration 53Q (171161.350000 sec): 3 clusters
  Score: Raw -255531.268632 + Penalty 2604.659115 = -252926.609517
  nChanged 9
		SP:Iteration 54Q (171161.580000 sec): 3 clusters
  Score: Raw -255537.217280 + Penalty 2604.659115 = -252932.558165
  nChanged 6
		SP:Iteration 55Q (171161.760000 sec): 3 clusters
  Score: Raw -255541.248207 + Penalty 2604.659115 = -252936.589093
  nChanged 5
		SP:Iteration 56Q (171162.010000 sec): 3 clusters
  Score: Raw -255545.229782 + Penalty 2604.659115 = -252940.570668
  nChanged 4
		SP:Iteration 57Q (171162.240000 sec): 3 clusters
  Score: Raw -255547.201451 + Penalty 2604.659115 = -252942.542336
  nChanged 4
		SP:Iteration 58Q (171162.430000 sec): 3 clusters
  Score: Raw -255548.810112 + Penalty 2604.659115 = -252944.150998
  nChanged 4
		SP:Iteration 59Q (171162.640000 sec): 3 clusters
  Score: Raw -255550.446095 + Penalty 2604.659115 = -252945.786981
  nChanged 0
		SP:Iteration 60F (171162.840000 sec): 3 clusters
  Score: Raw -255550.446095 + Penalty 2604.659115 = -252945.786981
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 27 (25916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171163.060000 sec): 2 clusters
  Score: Raw -2253878.209741 + Penalty 1651.425070 = -2252226.784671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171163.330000 sec): 3 clusters
  Score: Raw -2238107.604802 + Penalty 3302.850141 = -2234804.754662
  nChanged 11847
		SP:Iteration 1F (171163.650000 sec): 3 clusters
  Score: Raw -2244877.903049 + Penalty 3302.850141 = -2241575.052908
  nChanged 1450
		SP:Iteration 2F (171163.960000 sec): 3 clusters
  Score: Raw -2245550.594857 + Penalty 3302.850141 = -2242247.744716
  nChanged 1587
		SP:Iteration 3F (171164.280000 sec): 3 clusters
  Score: Raw -2246470.055099 + Penalty 3302.850141 = -2243167.204958
  nChanged 1849
		SP:Iteration 4F (171164.580000 sec): 3 clusters
  Score: Raw -2247768.007789 + Penalty 3302.850141 = -2244465.157649
  nChanged 2085
		SP:Iteration 5F (171164.910000 sec): 3 clusters
  Score: Raw -2249501.012948 + Penalty 3302.850141 = -2246198.162808
  nChanged 1908
		SP:Iteration 6F (171165.200000 sec): 3 clusters
  Score: Raw -2251243.958237 + Penalty 3302.850141 = -2247941.108096
  nChanged 1438
		SP:Iteration 7F (171165.540000 sec): 3 clusters
  Score: Raw -2252534.016832 + Penalty 3302.850141 = -2249231.166691
  nChanged 819
		SP:Iteration 8Q (171165.850000 sec): 3 clusters
  Score: Raw -2253224.597340 + Penalty 3302.850141 = -2249921.747199
  nChanged 443
		SP:Iteration 9Q (171166.170000 sec): 3 clusters
  Score: Raw -2253586.787956 + Penalty 3302.850141 = -2250283.937815
  nChanged 233
		SP:Iteration 10Q (171166.460000 sec): 3 clusters
  Score: Raw -2253783.330219 + Penalty 3302.850141 = -2250480.480078
  nChanged 118
		SP:Iteration 11Q (171166.740000 sec): 3 clusters
  Score: Raw -2253909.536389 + Penalty 3302.850141 = -2250606.686248
  nChanged 77
		SP:Iteration 12Q (171167.010000 sec): 3 clusters
  Score: Raw -2253986.709022 + Penalty 3302.850141 = -2250683.858882
  nChanged 45
		SP:Iteration 13Q (171167.250000 sec): 3 clusters
  Score: Raw -2254034.630842 + Penalty 3302.850141 = -2250731.780701
  nChanged 24
		SP:Iteration 14Q (171167.550000 sec): 3 clusters
  Score: Raw -2254059.846753 + Penalty 3302.850141 = -2250756.996613
  nChanged 17
		SP:Iteration 15Q (171167.870000 sec): 3 clusters
  Score: Raw -2254078.375460 + Penalty 3302.850141 = -2250775.525319
  nChanged 15
		SP:Iteration 16Q (171168.140000 sec): 3 clusters
  Score: Raw -2254091.994067 + Penalty 3302.850141 = -2250789.143926
  nChanged 10
		SP:Iteration 17Q (171168.460000 sec): 3 clusters
  Score: Raw -2254103.496921 + Penalty 3302.850141 = -2250800.646781
  nChanged 7
		SP:Iteration 18Q (171168.720000 sec): 3 clusters
  Score: Raw -2254113.707164 + Penalty 3302.850141 = -2250810.857023
  nChanged 9
		SP:Iteration 19Q (171168.970000 sec): 3 clusters
  Score: Raw -2254123.997882 + Penalty 3302.850141 = -2250821.147742
  nChanged 8
		SP:Iteration 20F (171169.300000 sec): 3 clusters
  Score: Raw -2254130.500174 + Penalty 3302.850141 = -2250827.650034
  nChanged 2
		SP:Iteration 21Q (171169.600000 sec): 3 clusters
  Score: Raw -2254131.444594 + Penalty 3302.850141 = -2250828.594453
  nChanged 1
		SP:Iteration 22Q (171169.890000 sec): 3 clusters
  Score: Raw -2254132.007166 + Penalty 3302.850141 = -2250829.157025
  nChanged 2
		SP:Iteration 23Q (171170.130000 sec): 3 clusters
  Score: Raw -2254133.497297 + Penalty 3302.850141 = -2250830.647156
  nChanged 1
		SP:Iteration 24Q (171170.420000 sec): 3 clusters
  Score: Raw -2254134.295263 + Penalty 3302.850141 = -2250831.445123
  nChanged 1
		SP:Iteration 25Q (171170.680000 sec): 3 clusters
  Score: Raw -2254135.944869 + Penalty 3302.850141 = -2250833.094728
  nChanged 1
		SP:Iteration 26Q (171170.960000 sec): 3 clusters
  Score: Raw -2254136.356325 + Penalty 3302.850141 = -2250833.506184
  nChanged 0
		SP:Iteration 27F (171171.250000 sec): 3 clusters
  Score: Raw -2254136.356325 + Penalty 3302.850141 = -2250833.506184
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 28 (32351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171171.510000 sec): 2 clusters
  Score: Raw -2661105.226019 + Penalty 1687.465034 = -2659417.760985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171171.810000 sec): 3 clusters
  Score: Raw -2641079.969729 + Penalty 3374.930069 = -2637705.039661
  nChanged 14888
		SP:Iteration 1F (171172.120000 sec): 3 clusters
  Score: Raw -2649910.188538 + Penalty 3374.930069 = -2646535.258469
  nChanged 1907
		SP:Iteration 2F (171172.440000 sec): 3 clusters
  Score: Raw -2650856.114114 + Penalty 3374.930069 = -2647481.184045
  nChanged 1964
		SP:Iteration 3F (171172.760000 sec): 3 clusters
  Score: Raw -2652061.064059 + Penalty 3374.930069 = -2648686.133991
  nChanged 2209
		SP:Iteration 4F (171173.100000 sec): 3 clusters
  Score: Raw -2653543.623847 + Penalty 3374.930069 = -2650168.693778
  nChanged 2166
		SP:Iteration 5F (171173.410000 sec): 3 clusters
  Score: Raw -2655049.693401 + Penalty 3374.930069 = -2651674.763332
  nChanged 1951
		SP:Iteration 6F (171173.750000 sec): 3 clusters
  Score: Raw -2656347.504268 + Penalty 3374.930069 = -2652972.574199
  nChanged 1626
		SP:Iteration 7F (171174.040000 sec): 3 clusters
  Score: Raw -2657293.895543 + Penalty 3374.930069 = -2653918.965475
  nChanged 1242
		SP:Iteration 8Q (171174.400000 sec): 3 clusters
  Score: Raw -2657880.045077 + Penalty 3374.930069 = -2654505.115008
  nChanged 936
		SP:Iteration 9Q (171174.760000 sec): 3 clusters
  Score: Raw -2658229.604064 + Penalty 3374.930069 = -2654854.673995
  nChanged 664
		SP:Iteration 10Q (171175.070000 sec): 3 clusters
  Score: Raw -2658422.136069 + Penalty 3374.930069 = -2655047.206000
  nChanged 494
		SP:Iteration 11Q (171175.410000 sec): 3 clusters
  Score: Raw -2658558.987464 + Penalty 3374.930069 = -2655184.057395
  nChanged 464
		SP:Iteration 12Q (171175.820000 sec): 3 clusters
  Score: Raw -2658677.145884 + Penalty 3374.930069 = -2655302.215815
  nChanged 389
		SP:Iteration 13Q (171176.120000 sec): 3 clusters
  Score: Raw -2658774.725218 + Penalty 3374.930069 = -2655399.795150
  nChanged 397
		SP:Iteration 14Q (171176.490000 sec): 3 clusters
  Score: Raw -2658875.790043 + Penalty 3374.930069 = -2655500.859975
  nChanged 359
		SP:Iteration 15Q (171176.830000 sec): 3 clusters
  Score: Raw -2658964.066111 + Penalty 3374.930069 = -2655589.136043
  nChanged 329
		SP:Iteration 16Q (171177.210000 sec): 3 clusters
  Score: Raw -2659044.259543 + Penalty 3374.930069 = -2655669.329475
  nChanged 322
		SP:Iteration 17Q (171177.530000 sec): 3 clusters
  Score: Raw -2659123.442678 + Penalty 3374.930069 = -2655748.512610
  nChanged 311
		SP:Iteration 18Q (171177.920000 sec): 3 clusters
  Score: Raw -2659193.489650 + Penalty 3374.930069 = -2655818.559581
  nChanged 290
		SP:Iteration 19Q (171178.240000 sec): 3 clusters
  Score: Raw -2659248.874486 + Penalty 3374.930069 = -2655873.944417
  nChanged 242
		SP:Iteration 20F (171178.590000 sec): 3 clusters
  Score: Raw -2659298.085436 + Penalty 3374.930069 = -2655923.155368
  nChanged 259
		SP:Iteration 21Q (171178.900000 sec): 3 clusters
  Score: Raw -2659350.011097 + Penalty 3374.930069 = -2655975.081028
  nChanged 236
		SP:Iteration 22Q (171179.300000 sec): 3 clusters
  Score: Raw -2659394.552663 + Penalty 3374.930069 = -2656019.622595
  nChanged 210
		SP:Iteration 23Q (171179.640000 sec): 3 clusters
  Score: Raw -2659429.013531 + Penalty 3374.930069 = -2656054.083463
  nChanged 172
		SP:Iteration 24Q (171179.970000 sec): 3 clusters
  Score: Raw -2659452.226276 + Penalty 3374.930069 = -2656077.296208
  nChanged 136
		SP:Iteration 25Q (171180.300000 sec): 3 clusters
  Score: Raw -2659470.878749 + Penalty 3374.930069 = -2656095.948680
  nChanged 138
		SP:Iteration 26Q (171180.640000 sec): 3 clusters
  Score: Raw -2659487.074676 + Penalty 3374.930069 = -2656112.144607
  nChanged 127
		SP:Iteration 27Q (171181.020000 sec): 3 clusters
  Score: Raw -2659501.656046 + Penalty 3374.930069 = -2656126.725977
  nChanged 109
		SP:Iteration 28Q (171181.350000 sec): 3 clusters
  Score: Raw -2659512.367655 + Penalty 3374.930069 = -2656137.437586
  nChanged 92
		SP:Iteration 29Q (171181.680000 sec): 3 clusters
  Score: Raw -2659521.852593 + Penalty 3374.930069 = -2656146.922524
  nChanged 104
		SP:Iteration 30Q (171182.060000 sec): 3 clusters
  Score: Raw -2659532.981110 + Penalty 3374.930069 = -2656158.051042
  nChanged 95
		SP:Iteration 31Q (171182.390000 sec): 3 clusters
  Score: Raw -2659541.339379 + Penalty 3374.930069 = -2656166.409310
  nChanged 92
		SP:Iteration 32Q (171182.680000 sec): 3 clusters
  Score: Raw -2659550.032089 + Penalty 3374.930069 = -2656175.102021
  nChanged 84
		SP:Iteration 33Q (171182.990000 sec): 3 clusters
  Score: Raw -2659557.894707 + Penalty 3374.930069 = -2656182.964638
  nChanged 80
		SP:Iteration 34Q (171183.230000 sec): 3 clusters
  Score: Raw -2659565.109409 + Penalty 3374.930069 = -2656190.179340
  nChanged 79
		SP:Iteration 35Q (171183.520000 sec): 3 clusters
  Score: Raw -2659573.397212 + Penalty 3374.930069 = -2656198.467143
  nChanged 86
		SP:Iteration 36Q (171183.880000 sec): 3 clusters
  Score: Raw -2659582.919724 + Penalty 3374.930069 = -2656207.989655
  nChanged 81
		SP:Iteration 37Q (171184.240000 sec): 3 clusters
  Score: Raw -2659593.178696 + Penalty 3374.930069 = -2656218.248627
  nChanged 82
		SP:Iteration 38Q (171184.540000 sec): 3 clusters
  Score: Raw -2659602.426931 + Penalty 3374.930069 = -2656227.496862
  nChanged 88
		SP:Iteration 39Q (171184.860000 sec): 3 clusters
  Score: Raw -2659611.950672 + Penalty 3374.930069 = -2656237.020604
  nChanged 92
		SP:Iteration 40F (171185.160000 sec): 3 clusters
  Score: Raw -2659622.557820 + Penalty 3374.930069 = -2656247.627751
  nChanged 106
		SP:Iteration 41Q (171185.470000 sec): 3 clusters
  Score: Raw -2659634.590908 + Penalty 3374.930069 = -2656259.660839
  nChanged 108
		SP:Iteration 42Q (171185.750000 sec): 3 clusters
  Score: Raw -2659646.300505 + Penalty 3374.930069 = -2656271.370436
  nChanged 114
		SP:Iteration 43Q (171186.090000 sec): 3 clusters
  Score: Raw -2659658.639190 + Penalty 3374.930069 = -2656283.709121
  nChanged 96
		SP:Iteration 44Q (171186.430000 sec): 3 clusters
  Score: Raw -2659669.236899 + Penalty 3374.930069 = -2656294.306830
  nChanged 99
		SP:Iteration 45Q (171186.790000 sec): 3 clusters
  Score: Raw -2659679.958062 + Penalty 3374.930069 = -2656305.027993
  nChanged 100
		SP:Iteration 46Q (171187.150000 sec): 3 clusters
  Score: Raw -2659690.925538 + Penalty 3374.930069 = -2656315.995470
  nChanged 103
		SP:Iteration 47Q (171187.440000 sec): 3 clusters
  Score: Raw -2659701.172117 + Penalty 3374.930069 = -2656326.242048
  nChanged 103
		SP:Iteration 48Q (171187.800000 sec): 3 clusters
  Score: Raw -2659711.497710 + Penalty 3374.930069 = -2656336.567641
  nChanged 117
		SP:Iteration 49Q (171188.110000 sec): 3 clusters
  Score: Raw -2659723.115687 + Penalty 3374.930069 = -2656348.185618
  nChanged 100
		SP:Iteration 50Q (171188.420000 sec): 3 clusters
  Score: Raw -2659733.677638 + Penalty 3374.930069 = -2656358.747570
  nChanged 107
		SP:Iteration 51Q (171188.760000 sec): 3 clusters
  Score: Raw -2659745.464138 + Penalty 3374.930069 = -2656370.534069
  nChanged 117
		SP:Iteration 52Q (171189.100000 sec): 3 clusters
  Score: Raw -2659757.606082 + Penalty 3374.930069 = -2656382.676013
  nChanged 97
		SP:Iteration 53Q (171189.450000 sec): 3 clusters
  Score: Raw -2659766.778169 + Penalty 3374.930069 = -2656391.848100
  nChanged 82
		SP:Iteration 54Q (171189.750000 sec): 3 clusters
  Score: Raw -2659774.822316 + Penalty 3374.930069 = -2656399.892248
  nChanged 95
		SP:Iteration 55Q (171190.120000 sec): 3 clusters
  Score: Raw -2659785.222648 + Penalty 3374.930069 = -2656410.292579
  nChanged 82
		SP:Iteration 56Q (171190.430000 sec): 3 clusters
  Score: Raw -2659794.418153 + Penalty 3374.930069 = -2656419.488084
  nChanged 93
		SP:Iteration 57Q (171190.790000 sec): 3 clusters
  Score: Raw -2659803.815895 + Penalty 3374.930069 = -2656428.885826
  nChanged 88
		SP:Iteration 58Q (171191.130000 sec): 3 clusters
  Score: Raw -2659811.416236 + Penalty 3374.930069 = -2656436.486167
  nChanged 87
		SP:Iteration 59Q (171191.520000 sec): 3 clusters
  Score: Raw -2659820.019089 + Penalty 3374.930069 = -2656445.089020
  nChanged 98
		SP:Iteration 60F (171191.900000 sec): 3 clusters
  Score: Raw -2659830.069154 + Penalty 3374.930069 = -2656455.139086
  nChanged 100
		SP:Iteration 61Q (171192.210000 sec): 3 clusters
  Score: Raw -2659839.136897 + Penalty 3374.930069 = -2656464.206829
  nChanged 90
		SP:Iteration 62Q (171192.600000 sec): 3 clusters
  Score: Raw -2659848.690873 + Penalty 3374.930069 = -2656473.760804
  nChanged 95
		SP:Iteration 63Q (171192.920000 sec): 3 clusters
  Score: Raw -2659857.168025 + Penalty 3374.930069 = -2656482.237956
  nChanged 91
		SP:Iteration 64Q (171193.300000 sec): 3 clusters
  Score: Raw -2659865.252846 + Penalty 3374.930069 = -2656490.322778
  nChanged 88
		SP:Iteration 65Q (171193.640000 sec): 3 clusters
  Score: Raw -2659872.113132 + Penalty 3374.930069 = -2656497.183063
  nChanged 65
		SP:Iteration 66Q (171193.970000 sec): 3 clusters
  Score: Raw -2659877.535370 + Penalty 3374.930069 = -2656502.605302
  nChanged 66
		SP:Iteration 67Q (171194.280000 sec): 3 clusters
  Score: Raw -2659883.164645 + Penalty 3374.930069 = -2656508.234576
  nChanged 69
		SP:Iteration 68Q (171194.630000 sec): 3 clusters
  Score: Raw -2659888.648181 + Penalty 3374.930069 = -2656513.718112
  nChanged 73
		SP:Iteration 69Q (171194.950000 sec): 3 clusters
  Score: Raw -2659895.767043 + Penalty 3374.930069 = -2656520.836975
  nChanged 81
		SP:Iteration 70Q (171195.260000 sec): 3 clusters
  Score: Raw -2659904.600459 + Penalty 3374.930069 = -2656529.670391
  nChanged 84
		SP:Iteration 71Q (171195.570000 sec): 3 clusters
  Score: Raw -2659913.421173 + Penalty 3374.930069 = -2656538.491104
  nChanged 94
		SP:Iteration 72Q (171195.940000 sec): 3 clusters
  Score: Raw -2659924.134723 + Penalty 3374.930069 = -2656549.204654
  nChanged 95
		SP:Iteration 73Q (171196.280000 sec): 3 clusters
  Score: Raw -2659934.502847 + Penalty 3374.930069 = -2656559.572779
  nChanged 84
		SP:Iteration 74Q (171196.660000 sec): 3 clusters
  Score: Raw -2659943.548076 + Penalty 3374.930069 = -2656568.618008
  nChanged 93
		SP:Iteration 75Q (171196.980000 sec): 3 clusters
  Score: Raw -2659953.707331 + Penalty 3374.930069 = -2656578.777263
  nChanged 95
		SP:Iteration 76Q (171197.330000 sec): 3 clusters
  Score: Raw -2659964.998782 + Penalty 3374.930069 = -2656590.068713
  nChanged 100
		SP:Iteration 77Q (171197.660000 sec): 3 clusters
  Score: Raw -2659976.420529 + Penalty 3374.930069 = -2656601.490460
  nChanged 94
		SP:Iteration 78Q (171197.960000 sec): 3 clusters
  Score: Raw -2659987.564874 + Penalty 3374.930069 = -2656612.634805
  nChanged 94
		SP:Iteration 79Q (171198.250000 sec): 3 clusters
  Score: Raw -2659997.449213 + Penalty 3374.930069 = -2656622.519144
  nChanged 88
		SP:Iteration 80F (171198.630000 sec): 3 clusters
  Score: Raw -2660007.837554 + Penalty 3374.930069 = -2656632.907485
  nChanged 90
		SP:Iteration 81Q (171198.940000 sec): 3 clusters
  Score: Raw -2660018.528085 + Penalty 3374.930069 = -2656643.598017
  nChanged 97
		SP:Iteration 82Q (171199.290000 sec): 3 clusters
  Score: Raw -2660030.670939 + Penalty 3374.930069 = -2656655.740870
  nChanged 102
		SP:Iteration 83Q (171199.600000 sec): 3 clusters
  Score: Raw -2660042.641738 + Penalty 3374.930069 = -2656667.711669
  nChanged 100
		SP:Iteration 84Q (171199.970000 sec): 3 clusters
  Score: Raw -2660054.488849 + Penalty 3374.930069 = -2656679.558780
  nChanged 96
		SP:Iteration 85Q (171200.300000 sec): 3 clusters
  Score: Raw -2660068.224068 + Penalty 3374.930069 = -2656693.294000
  nChanged 122
		SP:Iteration 86Q (171200.640000 sec): 3 clusters
  Score: Raw -2660084.037536 + Penalty 3374.930069 = -2656709.107468
  nChanged 114
		SP:Iteration 87Q (171200.930000 sec): 3 clusters
  Score: Raw -2660096.369256 + Penalty 3374.930069 = -2656721.439187
  nChanged 84
		SP:Iteration 88Q (171201.250000 sec): 3 clusters
  Score: Raw -2660104.553913 + Penalty 3374.930069 = -2656729.623844
  nChanged 92
		SP:Iteration 89Q (171201.640000 sec): 3 clusters
  Score: Raw -2660115.332117 + Penalty 3374.930069 = -2656740.402048
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		SP:Iteration 90Q (171201.990000 sec): 3 clusters
  Score: Raw -2660128.386080 + Penalty 3374.930069 = -2656753.456011
  nChanged 96
		SP:Iteration 91Q (171202.360000 sec): 3 clusters
  Score: Raw -2660140.620176 + Penalty 3374.930069 = -2656765.690108
  nChanged 96
		SP:Iteration 92Q (171202.670000 sec): 3 clusters
  Score: Raw -2660152.445920 + Penalty 3374.930069 = -2656777.515852
  nChanged 98
		SP:Iteration 93Q (171203.000000 sec): 3 clusters
  Score: Raw -2660165.233126 + Penalty 3374.930069 = -2656790.303057
  nChanged 98
		SP:Iteration 94Q (171203.400000 sec): 3 clusters
  Score: Raw -2660179.610263 + Penalty 3374.930069 = -2656804.680194
  nChanged 115
		SP:Iteration 95Q (171203.750000 sec): 3 clusters
  Score: Raw -2660196.722863 + Penalty 3374.930069 = -2656821.792794
  nChanged 114
		SP:Iteration 96Q (171204.070000 sec): 3 clusters
  Score: Raw -2660213.204022 + Penalty 3374.930069 = -2656838.273953
  nChanged 117
		SP:Iteration 97Q (171204.420000 sec): 3 clusters
  Score: Raw -2660231.112481 + Penalty 3374.930069 = -2656856.182413
  nChanged 141
		SP:Iteration 98Q (171204.760000 sec): 3 clusters
  Score: Raw -2660255.247805 + Penalty 3374.930069 = -2656880.317736
  nChanged 156
		SP:Iteration 99Q (171205.070000 sec): 3 clusters
  Score: Raw -2660283.817814 + Penalty 3374.930069 = -2656908.887746
  nChanged 155
		SP:Iteration 100F (171205.410000 sec): 3 clusters
  Score: Raw -2660316.523763 + Penalty 3374.930069 = -2656941.593694
  nChanged 179
		SP:Iteration 101Q (171205.770000 sec): 3 clusters
  Score: Raw -2660351.010315 + Penalty 3374.930069 = -2656976.080246
  nChanged 161
		SP:Iteration 102Q (171206.020000 sec): 3 clusters
  Score: Raw -2660380.892769 + Penalty 3374.930069 = -2657005.962700
  nChanged 146
		SP:Iteration 103Q (171206.340000 sec): 3 clusters
  Score: Raw -2660409.195281 + Penalty 3374.930069 = -2657034.265212
  nChanged 155
		SP:Iteration 104Q (171206.650000 sec): 3 clusters
  Score: Raw -2660443.255529 + Penalty 3374.930069 = -2657068.325460
  nChanged 156
		SP:Iteration 105Q (171206.980000 sec): 3 clusters
  Score: Raw -2660472.506527 + Penalty 3374.930069 = -2657097.576458
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		SP:Iteration 106Q (171207.300000 sec): 3 clusters
  Score: Raw -2660502.996401 + Penalty 3374.930069 = -2657128.066333
  nChanged 157
		SP:Iteration 107Q (171207.640000 sec): 3 clusters
  Score: Raw -2660532.288219 + Penalty 3374.930069 = -2657157.358150
  nChanged 131
		SP:Iteration 108Q (171207.960000 sec): 3 clusters
  Score: Raw -2660553.785469 + Penalty 3374.930069 = -2657178.855400
  nChanged 111
		SP:Iteration 109Q (171208.310000 sec): 3 clusters
  Score: Raw -2660569.318264 + Penalty 3374.930069 = -2657194.388196
  nChanged 102
		SP:Iteration 110Q (171208.670000 sec): 3 clusters
  Score: Raw -2660583.259907 + Penalty 3374.930069 = -2657208.329838
  nChanged 104
		SP:Iteration 111Q (171208.950000 sec): 3 clusters
  Score: Raw -2660597.245275 + Penalty 3374.930069 = -2657222.315206
  nChanged 93
		SP:Iteration 112Q (171209.290000 sec): 3 clusters
  Score: Raw -2660610.325019 + Penalty 3374.930069 = -2657235.394950
  nChanged 99
		SP:Iteration 113Q (171209.610000 sec): 3 clusters
  Score: Raw -2660624.352456 + Penalty 3374.930069 = -2657249.422388
  nChanged 93
		SP:Iteration 114Q (171209.910000 sec): 3 clusters
  Score: Raw -2660638.485356 + Penalty 3374.930069 = -2657263.555288
  nChanged 82
		SP:Iteration 115Q (171210.210000 sec): 3 clusters
  Score: Raw -2660650.736425 + Penalty 3374.930069 = -2657275.806357
  nChanged 89
		SP:Iteration 116Q (171210.530000 sec): 3 clusters
  Score: Raw -2660663.585948 + Penalty 3374.930069 = -2657288.655880
  nChanged 82
		SP:Iteration 117Q (171210.820000 sec): 3 clusters
  Score: Raw -2660674.205413 + Penalty 3374.930069 = -2657299.275345
  nChanged 79
		SP:Iteration 118Q (171211.120000 sec): 3 clusters
  Score: Raw -2660684.618413 + Penalty 3374.930069 = -2657309.688344
  nChanged 73
		SP:Iteration 119Q (171211.450000 sec): 3 clusters
  Score: Raw -2660692.643389 + Penalty 3374.930069 = -2657317.713321
  nChanged 56
		SP:Iteration 120F (171211.750000 sec): 3 clusters
  Score: Raw -2660697.958668 + Penalty 3374.930069 = -2657323.028599
  nChanged 41
		SP:Iteration 121Q (171212.040000 sec): 3 clusters
  Score: Raw -2660702.182322 + Penalty 3374.930069 = -2657327.252253
  nChanged 45
		SP:Iteration 122Q (171212.360000 sec): 3 clusters
  Score: Raw -2660706.459142 + Penalty 3374.930069 = -2657331.529073
  nChanged 39
		SP:Iteration 123Q (171212.690000 sec): 3 clusters
  Score: Raw -2660710.042279 + Penalty 3374.930069 = -2657335.112210
  nChanged 41
		SP:Iteration 124Q (171213.000000 sec): 3 clusters
  Score: Raw -2660713.941176 + Penalty 3374.930069 = -2657339.011108
  nChanged 50
		SP:Iteration 125Q (171213.270000 sec): 3 clusters
  Score: Raw -2660719.609459 + Penalty 3374.930069 = -2657344.679390
  nChanged 51
		SP:Iteration 126Q (171213.610000 sec): 3 clusters
  Score: Raw -2660726.811294 + Penalty 3374.930069 = -2657351.881225
  nChanged 60
		SP:Iteration 127Q (171213.930000 sec): 3 clusters
  Score: Raw -2660733.263456 + Penalty 3374.930069 = -2657358.333387
  nChanged 45
		SP:Iteration 128Q (171214.260000 sec): 3 clusters
  Score: Raw -2660738.273335 + Penalty 3374.930069 = -2657363.343266
  nChanged 56
		SP:Iteration 129Q (171214.640000 sec): 3 clusters
  Score: Raw -2660744.794752 + Penalty 3374.930069 = -2657369.864683
  nChanged 67
		SP:Iteration 130Q (171214.980000 sec): 3 clusters
  Score: Raw -2660753.263630 + Penalty 3374.930069 = -2657378.333561
  nChanged 55
		SP:Iteration 131Q (171215.370000 sec): 3 clusters
  Score: Raw -2660758.862380 + Penalty 3374.930069 = -2657383.932311
  nChanged 50
		SP:Iteration 132Q (171215.670000 sec): 3 clusters
  Score: Raw -2660763.506231 + Penalty 3374.930069 = -2657388.576162
  nChanged 54
		SP:Iteration 133Q (171216.050000 sec): 3 clusters
  Score: Raw -2660769.673038 + Penalty 3374.930069 = -2657394.742969
  nChanged 56
		SP:Iteration 134Q (171216.350000 sec): 3 clusters
  Score: Raw -2660776.804175 + Penalty 3374.930069 = -2657401.874106
  nChanged 55
		SP:Iteration 135Q (171216.690000 sec): 3 clusters
  Score: Raw -2660782.293158 + Penalty 3374.930069 = -2657407.363089
  nChanged 50
		SP:Iteration 136Q (171216.990000 sec): 3 clusters
  Score: Raw -2660787.637295 + Penalty 3374.930069 = -2657412.707227
  nChanged 47
		SP:Iteration 137Q (171217.360000 sec): 3 clusters
  Score: Raw -2660791.994941 + Penalty 3374.930069 = -2657417.064873
  nChanged 41
		SP:Iteration 138Q (171217.690000 sec): 3 clusters
  Score: Raw -2660795.445897 + Penalty 3374.930069 = -2657420.515828
  nChanged 33
		SP:Iteration 139Q (171218.040000 sec): 3 clusters
  Score: Raw -2660798.195882 + Penalty 3374.930069 = -2657423.265813
  nChanged 32
		SP:Iteration 140F (171218.350000 sec): 3 clusters
  Score: Raw -2660800.941496 + Penalty 3374.930069 = -2657426.011427
  nChanged 26
		SP:Iteration 141Q (171218.690000 sec): 3 clusters
  Score: Raw -2660803.694503 + Penalty 3374.930069 = -2657428.764434
  nChanged 32
		SP:Iteration 142Q (171219.010000 sec): 3 clusters
  Score: Raw -2660806.942452 + Penalty 3374.930069 = -2657432.012384
  nChanged 35
		SP:Iteration 143Q (171219.280000 sec): 3 clusters
  Score: Raw -2660810.010411 + Penalty 3374.930069 = -2657435.080342
  nChanged 29
		SP:Iteration 144Q (171219.590000 sec): 3 clusters
  Score: Raw -2660812.223918 + Penalty 3374.930069 = -2657437.293849
  nChanged 26
		SP:Iteration 145Q (171219.920000 sec): 3 clusters
  Score: Raw -2660814.845673 + Penalty 3374.930069 = -2657439.915605
  nChanged 32
		SP:Iteration 146Q (171220.180000 sec): 3 clusters
  Score: Raw -2660818.851801 + Penalty 3374.930069 = -2657443.921732
  nChanged 34
		SP:Iteration 147Q (171220.520000 sec): 3 clusters
  Score: Raw -2660821.916029 + Penalty 3374.930069 = -2657446.985960
  nChanged 26
		SP:Iteration 148Q (171220.850000 sec): 3 clusters
  Score: Raw -2660823.872529 + Penalty 3374.930069 = -2657448.942460
  nChanged 21
		SP:Iteration 149Q (171221.150000 sec): 3 clusters
  Score: Raw -2660825.781929 + Penalty 3374.930069 = -2657450.851861
  nChanged 19
		SP:Iteration 150Q (171221.430000 sec): 3 clusters
  Score: Raw -2660827.484244 + Penalty 3374.930069 = -2657452.554176
  nChanged 16
		SP:Iteration 151Q (171221.710000 sec): 3 clusters
  Score: Raw -2660828.700210 + Penalty 3374.930069 = -2657453.770141
  nChanged 18
		SP:Iteration 152Q (171222.020000 sec): 3 clusters
  Score: Raw -2660830.134237 + Penalty 3374.930069 = -2657455.204168
  nChanged 19
		SP:Iteration 153Q (171222.340000 sec): 3 clusters
  Score: Raw -2660831.826360 + Penalty 3374.930069 = -2657456.896291
  nChanged 17
		SP:Iteration 154Q (171222.650000 sec): 3 clusters
  Score: Raw -2660833.371436 + Penalty 3374.930069 = -2657458.441368
  nChanged 24
		SP:Iteration 155Q (171222.980000 sec): 3 clusters
  Score: Raw -2660835.427621 + Penalty 3374.930069 = -2657460.497552
  nChanged 20
		SP:Iteration 156Q (171223.330000 sec): 3 clusters
  Score: Raw -2660837.140113 + Penalty 3374.930069 = -2657462.210044
  nChanged 16
		SP:Iteration 157Q (171223.630000 sec): 3 clusters
  Score: Raw -2660838.481285 + Penalty 3374.930069 = -2657463.551216
  nChanged 10
		SP:Iteration 158Q (171223.950000 sec): 3 clusters
  Score: Raw -2660839.023744 + Penalty 3374.930069 = -2657464.093676
  nChanged 13
		SP:Iteration 159Q (171224.250000 sec): 3 clusters
  Score: Raw -2660840.010241 + Penalty 3374.930069 = -2657465.080173
  nChanged 19
		SP:Iteration 160F (171224.590000 sec): 3 clusters
  Score: Raw -2660841.285024 + Penalty 3374.930069 = -2657466.354955
  nChanged 8
		SP:Iteration 161Q (171224.920000 sec): 3 clusters
  Score: Raw -2660841.666134 + Penalty 3374.930069 = -2657466.736065
  nChanged 6
		SP:Iteration 162Q (171225.280000 sec): 3 clusters
  Score: Raw -2660842.020659 + Penalty 3374.930069 = -2657467.090591
  nChanged 9
		SP:Iteration 163Q (171225.630000 sec): 3 clusters
  Score: Raw -2660842.763495 + Penalty 3374.930069 = -2657467.833426
  nChanged 11
		SP:Iteration 164Q (171225.930000 sec): 3 clusters
  Score: Raw -2660843.734231 + Penalty 3374.930069 = -2657468.804162
  nChanged 9
		SP:Iteration 165Q (171226.220000 sec): 3 clusters
  Score: Raw -2660844.522925 + Penalty 3374.930069 = -2657469.592856
  nChanged 11
		SP:Iteration 166Q (171226.570000 sec): 3 clusters
  Score: Raw -2660845.245821 + Penalty 3374.930069 = -2657470.315753
  nChanged 10
		SP:Iteration 167Q (171226.870000 sec): 3 clusters
  Score: Raw -2660845.771668 + Penalty 3374.930069 = -2657470.841599
  nChanged 4
		SP:Iteration 168Q (171227.210000 sec): 3 clusters
  Score: Raw -2660845.991330 + Penalty 3374.930069 = -2657471.061261
  nChanged 4
		SP:Iteration 169Q (171227.510000 sec): 3 clusters
  Score: Raw -2660846.186579 + Penalty 3374.930069 = -2657471.256510
  nChanged 10
		SP:Iteration 170Q (171227.830000 sec): 3 clusters
  Score: Raw -2660846.741840 + Penalty 3374.930069 = -2657471.811772
  nChanged 7
		SP:Iteration 171Q (171228.130000 sec): 3 clusters
  Score: Raw -2660847.244296 + Penalty 3374.930069 = -2657472.314228
  nChanged 10
		SP:Iteration 172Q (171228.470000 sec): 3 clusters
  Score: Raw -2660847.940198 + Penalty 3374.930069 = -2657473.010130
  nChanged 9
		SP:Iteration 173Q (171228.790000 sec): 3 clusters
  Score: Raw -2660848.393988 + Penalty 3374.930069 = -2657473.463920
  nChanged 5
		SP:Iteration 174Q (171229.070000 sec): 3 clusters
  Score: Raw -2660848.630497 + Penalty 3374.930069 = -2657473.700428
  nChanged 3
		SP:Iteration 175Q (171229.420000 sec): 3 clusters
  Score: Raw -2660848.766213 + Penalty 3374.930069 = -2657473.836144
  nChanged 1
		SP:Iteration 176Q (171229.760000 sec): 3 clusters
  Score: Raw -2660848.801737 + Penalty 3374.930069 = -2657473.871668
  nChanged 3
		SP:Iteration 177Q (171230.070000 sec): 3 clusters
  Score: Raw -2660849.041473 + Penalty 3374.930069 = -2657474.111404
  nChanged 6
		SP:Iteration 178Q (171230.370000 sec): 3 clusters
  Score: Raw -2660849.527687 + Penalty 3374.930069 = -2657474.597618
  nChanged 10
		SP:Iteration 179Q (171230.740000 sec): 3 clusters
  Score: Raw -2660850.294329 + Penalty 3374.930069 = -2657475.364260
  nChanged 12
		SP:Iteration 180F (171231.040000 sec): 3 clusters
  Score: Raw -2660851.308536 + Penalty 3374.930069 = -2657476.378467
  nChanged 17
		SP:Iteration 181Q (171231.420000 sec): 3 clusters
  Score: Raw -2660852.717211 + Penalty 3374.930069 = -2657477.787142
  nChanged 16
		SP:Iteration 182Q (171231.720000 sec): 3 clusters
  Score: Raw -2660853.971577 + Penalty 3374.930069 = -2657479.041509
  nChanged 19
		SP:Iteration 183Q (171232.090000 sec): 3 clusters
  Score: Raw -2660855.412943 + Penalty 3374.930069 = -2657480.482874
  nChanged 22
		SP:Iteration 184Q (171232.380000 sec): 3 clusters
  Score: Raw -2660857.240405 + Penalty 3374.930069 = -2657482.310336
  nChanged 18
		SP:Iteration 185Q (171232.700000 sec): 3 clusters
  Score: Raw -2660858.307083 + Penalty 3374.930069 = -2657483.377014
  nChanged 13
		SP:Iteration 186Q (171233.020000 sec): 3 clusters
  Score: Raw -2660858.895564 + Penalty 3374.930069 = -2657483.965495
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		SP:Iteration 187Q (171233.340000 sec): 3 clusters
  Score: Raw -2660859.770015 + Penalty 3374.930069 = -2657484.839947
  nChanged 14
		SP:Iteration 188Q (171233.620000 sec): 3 clusters
  Score: Raw -2660860.747487 + Penalty 3374.930069 = -2657485.817419
  nChanged 11
		SP:Iteration 189Q (171233.960000 sec): 3 clusters
  Score: Raw -2660861.583533 + Penalty 3374.930069 = -2657486.653464
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		SP:Iteration 190Q (171234.260000 sec): 3 clusters
  Score: Raw -2660862.545528 + Penalty 3374.930069 = -2657487.615459
  nChanged 19
		SP:Iteration 191Q (171234.570000 sec): 3 clusters
  Score: Raw -2660864.416806 + Penalty 3374.930069 = -2657489.486738
  nChanged 17
		SP:Iteration 192Q (171234.880000 sec): 3 clusters
  Score: Raw -2660866.028092 + Penalty 3374.930069 = -2657491.098023
  nChanged 15
		SP:Iteration 193Q (171235.200000 sec): 3 clusters
  Score: Raw -2660867.204918 + Penalty 3374.930069 = -2657492.274850
  nChanged 21
		SP:Iteration 194Q (171235.540000 sec): 3 clusters
  Score: Raw -2660868.863938 + Penalty 3374.930069 = -2657493.933869
  nChanged 18
		SP:Iteration 195Q (171235.860000 sec): 3 clusters
  Score: Raw -2660870.521204 + Penalty 3374.930069 = -2657495.591135
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		SP:Iteration 196Q (171236.150000 sec): 3 clusters
  Score: Raw -2660873.288688 + Penalty 3374.930069 = -2657498.358619
  nChanged 27
		SP:Iteration 197Q (171236.460000 sec): 3 clusters
  Score: Raw -2660875.802628 + Penalty 3374.930069 = -2657500.872559
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		SP:Iteration 198Q (171236.780000 sec): 3 clusters
  Score: Raw -2660878.253017 + Penalty 3374.930069 = -2657503.322949
  nChanged 28
		SP:Iteration 199Q (171237.060000 sec): 3 clusters
  Score: Raw -2660881.393631 + Penalty 3374.930069 = -2657506.463563
  nChanged 27
		SP:Iteration 200F (171237.430000 sec): 3 clusters
  Score: Raw -2660884.994552 + Penalty 3374.930069 = -2657510.064483
  nChanged 34
		SP:Iteration 201Q (171237.720000 sec): 3 clusters
  Score: Raw -2660889.623626 + Penalty 3374.930069 = -2657514.693557
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		SP:Iteration 202Q (171238.070000 sec): 3 clusters
  Score: Raw -2660893.327539 + Penalty 3374.930069 = -2657518.397470
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		SP:Iteration 203Q (171238.380000 sec): 3 clusters
  Score: Raw -2660897.470212 + Penalty 3374.930069 = -2657522.540143
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		SP:Iteration 204Q (171238.720000 sec): 3 clusters
  Score: Raw -2660899.660114 + Penalty 3374.930069 = -2657524.730045
  nChanged 22
		SP:Iteration 205Q (171239.060000 sec): 3 clusters
  Score: Raw -2660901.648585 + Penalty 3374.930069 = -2657526.718516
  nChanged 24
		SP:Iteration 206Q (171239.430000 sec): 3 clusters
  Score: Raw -2660903.710181 + Penalty 3374.930069 = -2657528.780112
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		SP:Iteration 207Q (171239.770000 sec): 3 clusters
  Score: Raw -2660905.838780 + Penalty 3374.930069 = -2657530.908711
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		SP:Iteration 208Q (171240.160000 sec): 3 clusters
  Score: Raw -2660908.074553 + Penalty 3374.930069 = -2657533.144484
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		SP:Iteration 209Q (171240.420000 sec): 3 clusters
  Score: Raw -2660910.557927 + Penalty 3374.930069 = -2657535.627859
  nChanged 19
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  Score: Raw -2660912.186854 + Penalty 3374.930069 = -2657537.256785
  nChanged 20
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  Score: Raw -2660914.522533 + Penalty 3374.930069 = -2657539.592465
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		SP:Iteration 212Q (171241.360000 sec): 3 clusters
  Score: Raw -2660916.304480 + Penalty 3374.930069 = -2657541.374411
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  Score: Raw -2660918.739277 + Penalty 3374.930069 = -2657543.809208
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  Score: Raw -2660920.528387 + Penalty 3374.930069 = -2657545.598318
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		SP:Iteration 217Q (171242.950000 sec): 3 clusters
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  nChanged 23
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  nChanged 26
		SP:Iteration 220F (171243.910000 sec): 3 clusters
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		SP:Iteration 221Q (171244.220000 sec): 3 clusters
  Score: Raw -2660934.131575 + Penalty 3374.930069 = -2657559.201507
  nChanged 19
		SP:Iteration 222Q (171244.540000 sec): 3 clusters
  Score: Raw -2660935.642160 + Penalty 3374.930069 = -2657560.712092
  nChanged 21
		SP:Iteration 223Q (171244.890000 sec): 3 clusters
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  nChanged 25
		SP:Iteration 224Q (171245.160000 sec): 3 clusters
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  nChanged 22
		SP:Iteration 225Q (171245.520000 sec): 3 clusters
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  nChanged 21
		SP:Iteration 227Q (171246.100000 sec): 3 clusters
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		SP:Iteration 228Q (171246.480000 sec): 3 clusters
  Score: Raw -2660948.833910 + Penalty 3374.930069 = -2657573.903841
  nChanged 16
		SP:Iteration 229Q (171246.800000 sec): 3 clusters
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		SP:Iteration 230Q (171247.190000 sec): 3 clusters
  Score: Raw -2660952.578126 + Penalty 3374.930069 = -2657577.648058
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		SP:Iteration 231Q (171247.500000 sec): 3 clusters
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		SP:Iteration 233Q (171248.180000 sec): 3 clusters
  Score: Raw -2660957.033872 + Penalty 3374.930069 = -2657582.103803
  nChanged 22
		SP:Iteration 234Q (171248.450000 sec): 3 clusters
  Score: Raw -2660959.253790 + Penalty 3374.930069 = -2657584.323721
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		SP:Iteration 235Q (171248.780000 sec): 3 clusters
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  nChanged 18
		SP:Iteration 236Q (171249.090000 sec): 3 clusters
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  nChanged 19
		SP:Iteration 237Q (171249.400000 sec): 3 clusters
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  nChanged 19
		SP:Iteration 238Q (171249.750000 sec): 3 clusters
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  nChanged 21
		SP:Iteration 239Q (171250.060000 sec): 3 clusters
  Score: Raw -2660967.697751 + Penalty 3374.930069 = -2657592.767683
  nChanged 22
		SP:Iteration 240F (171250.340000 sec): 3 clusters
  Score: Raw -2660969.254430 + Penalty 3374.930069 = -2657594.324361
  nChanged 10
		SP:Iteration 241Q (171250.680000 sec): 3 clusters
  Score: Raw -2660969.995932 + Penalty 3374.930069 = -2657595.065863
  nChanged 13
		SP:Iteration 242Q (171250.960000 sec): 3 clusters
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  nChanged 11
		SP:Iteration 243Q (171251.220000 sec): 3 clusters
  Score: Raw -2660971.497342 + Penalty 3374.930069 = -2657596.567273
  nChanged 5
		SP:Iteration 244Q (171251.570000 sec): 3 clusters
  Score: Raw -2660971.879650 + Penalty 3374.930069 = -2657596.949581
  nChanged 12
		SP:Iteration 245Q (171251.870000 sec): 3 clusters
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  nChanged 13
		SP:Iteration 246Q (171252.160000 sec): 3 clusters
  Score: Raw -2660973.894161 + Penalty 3374.930069 = -2657598.964093
  nChanged 11
		SP:Iteration 247Q (171252.510000 sec): 3 clusters
  Score: Raw -2660974.711858 + Penalty 3374.930069 = -2657599.781789
  nChanged 13
		SP:Iteration 248Q (171252.810000 sec): 3 clusters
  Score: Raw -2660975.792037 + Penalty 3374.930069 = -2657600.861968
  nChanged 16
		SP:Iteration 249Q (171253.160000 sec): 3 clusters
  Score: Raw -2660977.200533 + Penalty 3374.930069 = -2657602.270465
  nChanged 19
		SP:Iteration 250Q (171253.460000 sec): 3 clusters
  Score: Raw -2660979.233308 + Penalty 3374.930069 = -2657604.303239
  nChanged 27
		SP:Iteration 251Q (171253.770000 sec): 3 clusters
  Score: Raw -2660981.847344 + Penalty 3374.930069 = -2657606.917275
  nChanged 27
		SP:Iteration 252Q (171254.090000 sec): 3 clusters
  Score: Raw -2660984.504072 + Penalty 3374.930069 = -2657609.574003
  nChanged 20
		SP:Iteration 253Q (171254.380000 sec): 3 clusters
  Score: Raw -2660986.549582 + Penalty 3374.930069 = -2657611.619513
  nChanged 18
		SP:Iteration 254Q (171254.730000 sec): 3 clusters
  Score: Raw -2660988.124162 + Penalty 3374.930069 = -2657613.194093
  nChanged 19
		SP:Iteration 255Q (171255.090000 sec): 3 clusters
  Score: Raw -2660989.752626 + Penalty 3374.930069 = -2657614.822558
  nChanged 16
		SP:Iteration 256Q (171255.410000 sec): 3 clusters
  Score: Raw -2660991.037786 + Penalty 3374.930069 = -2657616.107718
  nChanged 14
		SP:Iteration 257Q (171255.750000 sec): 3 clusters
  Score: Raw -2660992.179814 + Penalty 3374.930069 = -2657617.249745
  nChanged 8
		SP:Iteration 258Q (171256.040000 sec): 3 clusters
  Score: Raw -2660992.766921 + Penalty 3374.930069 = -2657617.836852
  nChanged 10
		SP:Iteration 259Q (171256.380000 sec): 3 clusters
  Score: Raw -2660993.565832 + Penalty 3374.930069 = -2657618.635764
  nChanged 8
		SP:Iteration 260F (171256.730000 sec): 3 clusters
  Score: Raw -2660994.147401 + Penalty 3374.930069 = -2657619.217332
  nChanged 7
		SP:Iteration 261Q (171257.040000 sec): 3 clusters
  Score: Raw -2660994.549797 + Penalty 3374.930069 = -2657619.619728
  nChanged 5
		SP:Iteration 262Q (171257.380000 sec): 3 clusters
  Score: Raw -2660994.819374 + Penalty 3374.930069 = -2657619.889305
  nChanged 7
		SP:Iteration 263Q (171257.720000 sec): 3 clusters
  Score: Raw -2660995.287268 + Penalty 3374.930069 = -2657620.357199
  nChanged 6
		SP:Iteration 264Q (171258.000000 sec): 3 clusters
  Score: Raw -2660995.667603 + Penalty 3374.930069 = -2657620.737534
  nChanged 7
		SP:Iteration 265Q (171258.320000 sec): 3 clusters
  Score: Raw -2660996.244431 + Penalty 3374.930069 = -2657621.314362
  nChanged 14
		SP:Iteration 266Q (171258.640000 sec): 3 clusters
  Score: Raw -2660997.539780 + Penalty 3374.930069 = -2657622.609711
  nChanged 15
		SP:Iteration 267Q (171258.990000 sec): 3 clusters
  Score: Raw -2660999.368916 + Penalty 3374.930069 = -2657624.438847
  nChanged 20
		SP:Iteration 268Q (171259.260000 sec): 3 clusters
  Score: Raw -2661001.464977 + Penalty 3374.930069 = -2657626.534908
  nChanged 18
		SP:Iteration 269Q (171259.600000 sec): 3 clusters
  Score: Raw -2661003.307322 + Penalty 3374.930069 = -2657628.377254
  nChanged 15
		SP:Iteration 270Q (171259.930000 sec): 3 clusters
  Score: Raw -2661004.783292 + Penalty 3374.930069 = -2657629.853223
  nChanged 15
		SP:Iteration 271Q (171260.260000 sec): 3 clusters
  Score: Raw -2661006.110668 + Penalty 3374.930069 = -2657631.180599
  nChanged 12
		SP:Iteration 272Q (171260.580000 sec): 3 clusters
  Score: Raw -2661007.238360 + Penalty 3374.930069 = -2657632.308291
  nChanged 10
		SP:Iteration 273Q (171260.900000 sec): 3 clusters
  Score: Raw -2661008.291447 + Penalty 3374.930069 = -2657633.361379
  nChanged 8
		SP:Iteration 274Q (171261.240000 sec): 3 clusters
  Score: Raw -2661009.344944 + Penalty 3374.930069 = -2657634.414876
  nChanged 13
		SP:Iteration 275Q (171261.530000 sec): 3 clusters
  Score: Raw -2661010.406301 + Penalty 3374.930069 = -2657635.476233
  nChanged 7
		SP:Iteration 276Q (171261.880000 sec): 3 clusters
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  nChanged 6
		SP:Iteration 277Q (171262.200000 sec): 3 clusters
  Score: Raw -2661011.714186 + Penalty 3374.930069 = -2657636.784118
  nChanged 13
		SP:Iteration 278Q (171262.510000 sec): 3 clusters
  Score: Raw -2661012.781822 + Penalty 3374.930069 = -2657637.851753
  nChanged 9
		SP:Iteration 279Q (171262.790000 sec): 3 clusters
  Score: Raw -2661013.800188 + Penalty 3374.930069 = -2657638.870119
  nChanged 6
		SP:Iteration 280F (171263.070000 sec): 3 clusters
  Score: Raw -2661014.384549 + Penalty 3374.930069 = -2657639.454480
  nChanged 11
		SP:Iteration 281Q (171263.400000 sec): 3 clusters
  Score: Raw -2661015.225374 + Penalty 3374.930069 = -2657640.295306
  nChanged 11
		SP:Iteration 282Q (171263.750000 sec): 3 clusters
  Score: Raw -2661016.503970 + Penalty 3374.930069 = -2657641.573902
  nChanged 8
		SP:Iteration 283Q (171264.050000 sec): 3 clusters
  Score: Raw -2661017.482032 + Penalty 3374.930069 = -2657642.551964
  nChanged 11
		SP:Iteration 284Q (171264.350000 sec): 3 clusters
  Score: Raw -2661018.700640 + Penalty 3374.930069 = -2657643.770572
  nChanged 14
		SP:Iteration 285Q (171264.680000 sec): 3 clusters
  Score: Raw -2661019.735397 + Penalty 3374.930069 = -2657644.805328
  nChanged 10
		SP:Iteration 286Q (171264.990000 sec): 3 clusters
  Score: Raw -2661020.422764 + Penalty 3374.930069 = -2657645.492695
  nChanged 5
		SP:Iteration 287Q (171265.290000 sec): 3 clusters
  Score: Raw -2661020.683517 + Penalty 3374.930069 = -2657645.753449
  nChanged 5
		SP:Iteration 288Q (171265.560000 sec): 3 clusters
  Score: Raw -2661021.150608 + Penalty 3374.930069 = -2657646.220539
  nChanged 6
		SP:Iteration 289Q (171265.870000 sec): 3 clusters
  Score: Raw -2661021.525150 + Penalty 3374.930069 = -2657646.595081
  nChanged 8
		SP:Iteration 290Q (171266.180000 sec): 3 clusters
  Score: Raw -2661022.106178 + Penalty 3374.930069 = -2657647.176109
  nChanged 6
		SP:Iteration 291Q (171266.500000 sec): 3 clusters
  Score: Raw -2661022.640115 + Penalty 3374.930069 = -2657647.710046
  nChanged 6
		SP:Iteration 292Q (171266.840000 sec): 3 clusters
  Score: Raw -2661023.143376 + Penalty 3374.930069 = -2657648.213307
  nChanged 2
		SP:Iteration 293Q (171267.160000 sec): 3 clusters
  Score: Raw -2661023.522462 + Penalty 3374.930069 = -2657648.592393
  nChanged 3
		SP:Iteration 294Q (171267.470000 sec): 3 clusters
  Score: Raw -2661023.825709 + Penalty 3374.930069 = -2657648.895640
  nChanged 3
		SP:Iteration 295Q (171267.790000 sec): 3 clusters
  Score: Raw -2661024.059529 + Penalty 3374.930069 = -2657649.129460
  nChanged 1
		SP:Iteration 296Q (171268.130000 sec): 3 clusters
  Score: Raw -2661024.164071 + Penalty 3374.930069 = -2657649.234002
  nChanged 2
		SP:Iteration 297Q (171268.460000 sec): 3 clusters
  Score: Raw -2661024.281807 + Penalty 3374.930069 = -2657649.351738
  nChanged 2
		SP:Iteration 298Q (171268.780000 sec): 3 clusters
  Score: Raw -2661024.544042 + Penalty 3374.930069 = -2657649.613974
  nChanged 2
		SP:Iteration 299Q (171269.100000 sec): 3 clusters
  Score: Raw -2661024.686720 + Penalty 3374.930069 = -2657649.756651
  nChanged 4
		SP:Iteration 300F (171269.440000 sec): 3 clusters
  Score: Raw -2661025.039404 + Penalty 3374.930069 = -2657650.109335
  nChanged 4
		SP:Iteration 301Q (171269.710000 sec): 3 clusters
  Score: Raw -2661025.306857 + Penalty 3374.930069 = -2657650.376788
  nChanged 5
		SP:Iteration 302Q (171270.010000 sec): 3 clusters
  Score: Raw -2661025.695277 + Penalty 3374.930069 = -2657650.765208
  nChanged 7
		SP:Iteration 303Q (171270.360000 sec): 3 clusters
  Score: Raw -2661026.189396 + Penalty 3374.930069 = -2657651.259327
  nChanged 6
		SP:Iteration 304Q (171270.710000 sec): 3 clusters
  Score: Raw -2661026.614810 + Penalty 3374.930069 = -2657651.684741
  nChanged 8
		SP:Iteration 305Q (171271.030000 sec): 3 clusters
  Score: Raw -2661027.414934 + Penalty 3374.930069 = -2657652.484866
  nChanged 12
		SP:Iteration 306Q (171271.330000 sec): 3 clusters
  Score: Raw -2661028.342186 + Penalty 3374.930069 = -2657653.412117
  nChanged 13
		SP:Iteration 307Q (171271.630000 sec): 3 clusters
  Score: Raw -2661029.895766 + Penalty 3374.930069 = -2657654.965697
  nChanged 17
		SP:Iteration 308Q (171271.910000 sec): 3 clusters
  Score: Raw -2661031.864904 + Penalty 3374.930069 = -2657656.934835
  nChanged 19
		SP:Iteration 309Q (171272.220000 sec): 3 clusters
  Score: Raw -2661034.263818 + Penalty 3374.930069 = -2657659.333749
  nChanged 23
		SP:Iteration 310Q (171272.560000 sec): 3 clusters
  Score: Raw -2661037.188200 + Penalty 3374.930069 = -2657662.258131
  nChanged 20
		SP:Iteration 311Q (171272.920000 sec): 3 clusters
  Score: Raw -2661039.916178 + Penalty 3374.930069 = -2657664.986110
  nChanged 24
		SP:Iteration 312Q (171273.280000 sec): 3 clusters
  Score: Raw -2661043.114045 + Penalty 3374.930069 = -2657668.183976
  nChanged 16
		SP:Iteration 313Q (171273.590000 sec): 3 clusters
  Score: Raw -2661045.079304 + Penalty 3374.930069 = -2657670.149235
  nChanged 19
		SP:Iteration 314Q (171273.840000 sec): 3 clusters
  Score: Raw -2661047.056289 + Penalty 3374.930069 = -2657672.126220
  nChanged 14
		SP:Iteration 315Q (171274.140000 sec): 3 clusters
  Score: Raw -2661049.287391 + Penalty 3374.930069 = -2657674.357323
  nChanged 20
		SP:Iteration 316Q (171274.500000 sec): 3 clusters
  Score: Raw -2661052.391276 + Penalty 3374.930069 = -2657677.461207
  nChanged 21
		SP:Iteration 317Q (171274.800000 sec): 3 clusters
  Score: Raw -2661054.767557 + Penalty 3374.930069 = -2657679.837488
  nChanged 17
		SP:Iteration 318Q (171275.090000 sec): 3 clusters
  Score: Raw -2661056.129691 + Penalty 3374.930069 = -2657681.199623
  nChanged 12
		SP:Iteration 319Q (171275.430000 sec): 3 clusters
  Score: Raw -2661057.124077 + Penalty 3374.930069 = -2657682.194008
  nChanged 8
		SP:Iteration 320F (171275.750000 sec): 3 clusters
  Score: Raw -2661057.665308 + Penalty 3374.930069 = -2657682.735239
  nChanged 5
		SP:Iteration 321Q (171276.030000 sec): 3 clusters
  Score: Raw -2661058.035060 + Penalty 3374.930069 = -2657683.104992
  nChanged 3
		SP:Iteration 322Q (171276.340000 sec): 3 clusters
  Score: Raw -2661058.454801 + Penalty 3374.930069 = -2657683.524732
  nChanged 6
		SP:Iteration 323Q (171276.610000 sec): 3 clusters
  Score: Raw -2661059.096617 + Penalty 3374.930069 = -2657684.166549
  nChanged 7
		SP:Iteration 324Q (171276.910000 sec): 3 clusters
  Score: Raw -2661059.661526 + Penalty 3374.930069 = -2657684.731457
  nChanged 7
		SP:Iteration 325Q (171277.210000 sec): 3 clusters
  Score: Raw -2661060.144404 + Penalty 3374.930069 = -2657685.214335
  nChanged 5
		SP:Iteration 326Q (171277.480000 sec): 3 clusters
  Score: Raw -2661060.405962 + Penalty 3374.930069 = -2657685.475893
  nChanged 4
		SP:Iteration 327Q (171277.820000 sec): 3 clusters
  Score: Raw -2661060.700095 + Penalty 3374.930069 = -2657685.770026
  nChanged 5
		SP:Iteration 328Q (171278.130000 sec): 3 clusters
  Score: Raw -2661060.941921 + Penalty 3374.930069 = -2657686.011852
  nChanged 2
		SP:Iteration 329Q (171278.460000 sec): 3 clusters
  Score: Raw -2661061.052622 + Penalty 3374.930069 = -2657686.122553
  nChanged 0
		SP:Iteration 330F (171278.850000 sec): 3 clusters
  Score: Raw -2661061.052622 + Penalty 3374.930069 = -2657686.122553
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 29 (508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171278.970000 sec): 2 clusters
  Score: Raw -45779.644218 + Penalty 1012.453235 = -44767.190983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171279.140000 sec): 3 clusters
  Score: Raw -45721.368819 + Penalty 2024.906470 = -43696.462348
  nChanged 112
		SP:Iteration 1F (171279.320000 sec): 3 clusters
  Score: Raw -45892.634798 + Penalty 2024.906470 = -43867.728327
  nChanged 25
		SP:Iteration 2Q (171279.530000 sec): 3 clusters
  Score: Raw -45922.078252 + Penalty 2024.906470 = -43897.171781
  nChanged 7
		SP:Iteration 3Q (171279.710000 sec): 3 clusters
  Score: Raw -45936.588367 + Penalty 2024.906470 = -43911.681896
  nChanged 9
		SP:Iteration 4Q (171279.890000 sec): 3 clusters
  Score: Raw -45952.155691 + Penalty 2024.906470 = -43927.249220
  nChanged 4
		SP:Iteration 5Q (171280.060000 sec): 3 clusters
  Score: Raw -45957.410802 + Penalty 2024.906470 = -43932.504331
  nChanged 4
		SP:Iteration 6Q (171280.240000 sec): 3 clusters
  Score: Raw -45962.456310 + Penalty 2024.906470 = -43937.549840
  nChanged 2
		SP:Iteration 7Q (171280.380000 sec): 3 clusters
  Score: Raw -45963.527044 + Penalty 2024.906470 = -43938.620573
  nChanged 0
		SP:Iteration 8F (171280.580000 sec): 3 clusters
  Score: Raw -45963.527044 + Penalty 2024.906470 = -43938.620573
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 30 (4510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171280.670000 sec): 2 clusters
  Score: Raw -338834.843959 + Penalty 1367.283520 = -337467.560438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171280.880000 sec): 3 clusters
  Score: Raw -336550.771961 + Penalty 2734.567041 = -333816.204921
  nChanged 1804
		SP:Iteration 1F (171281.060000 sec): 3 clusters
  Score: Raw -337725.910644 + Penalty 2734.567041 = -334991.343603
  nChanged 382
		SP:Iteration 2F (171281.230000 sec): 3 clusters
  Score: Raw -337995.895849 + Penalty 2734.567041 = -335261.328808
  nChanged 265
		SP:Iteration 3F (171281.420000 sec): 3 clusters
  Score: Raw -338177.126984 + Penalty 2734.567041 = -335442.559944
  nChanged 231
		SP:Iteration 4F (171281.620000 sec): 3 clusters
  Score: Raw -338336.056757 + Penalty 2734.567041 = -335601.489717
  nChanged 189
		SP:Iteration 5Q (171281.800000 sec): 3 clusters
  Score: Raw -338468.149561 + Penalty 2734.567041 = -335733.582521
  nChanged 165
		SP:Iteration 6Q (171282.000000 sec): 3 clusters
  Score: Raw -338562.308683 + Penalty 2734.567041 = -335827.741642
  nChanged 144
		SP:Iteration 7Q (171282.200000 sec): 3 clusters
  Score: Raw -338644.546796 + Penalty 2734.567041 = -335909.979755
  nChanged 125
		SP:Iteration 8Q (171282.330000 sec): 3 clusters
  Score: Raw -338719.668712 + Penalty 2734.567041 = -335985.101671
  nChanged 116
		SP:Iteration 9Q (171282.520000 sec): 3 clusters
  Score: Raw -338787.573003 + Penalty 2734.567041 = -336053.005962
  nChanged 91
		SP:Iteration 10Q (171282.720000 sec): 3 clusters
  Score: Raw -338832.592252 + Penalty 2734.567041 = -336098.025211
  nChanged 76
		SP:Iteration 11Q (171282.850000 sec): 3 clusters
  Score: Raw -338872.149882 + Penalty 2734.567041 = -336137.582841
  nChanged 80
		SP:Iteration 12Q (171282.990000 sec): 3 clusters
  Score: Raw -338913.019217 + Penalty 2734.567041 = -336178.452177
  nChanged 71
		SP:Iteration 13Q (171283.210000 sec): 3 clusters
  Score: Raw -338947.584548 + Penalty 2734.567041 = -336213.017507
  nChanged 56
		SP:Iteration 14Q (171283.380000 sec): 3 clusters
  Score: Raw -338970.653898 + Penalty 2734.567041 = -336236.086857
  nChanged 51
		SP:Iteration 15Q (171283.610000 sec): 3 clusters
  Score: Raw -339000.481705 + Penalty 2734.567041 = -336265.914664
  nChanged 49
		SP:Iteration 16Q (171283.790000 sec): 3 clusters
  Score: Raw -339030.550360 + Penalty 2734.567041 = -336295.983320
  nChanged 61
		SP:Iteration 17Q (171283.990000 sec): 3 clusters
  Score: Raw -339068.807008 + Penalty 2734.567041 = -336334.239967
  nChanged 62
		SP:Iteration 18Q (171284.170000 sec): 3 clusters
  Score: Raw -339119.069167 + Penalty 2734.567041 = -336384.502127
  nChanged 59
		SP:Iteration 19Q (171284.390000 sec): 3 clusters
  Score: Raw -339153.820527 + Penalty 2734.567041 = -336419.253486
  nChanged 50
		SP:Iteration 20F (171284.570000 sec): 3 clusters
  Score: Raw -339181.793791 + Penalty 2734.567041 = -336447.226750
  nChanged 42
		SP:Iteration 21Q (171284.760000 sec): 3 clusters
  Score: Raw -339208.647562 + Penalty 2734.567041 = -336474.080522
  nChanged 38
		SP:Iteration 22Q (171284.980000 sec): 3 clusters
  Score: Raw -339226.257353 + Penalty 2734.567041 = -336491.690312
  nChanged 25
		SP:Iteration 23Q (171285.200000 sec): 3 clusters
  Score: Raw -339237.273419 + Penalty 2734.567041 = -336502.706379
  nChanged 25
		SP:Iteration 24Q (171285.390000 sec): 3 clusters
  Score: Raw -339249.404888 + Penalty 2734.567041 = -336514.837847
  nChanged 14
		SP:Iteration 25Q (171285.550000 sec): 3 clusters
  Score: Raw -339254.098488 + Penalty 2734.567041 = -336519.531447
  nChanged 17
		SP:Iteration 26Q (171285.790000 sec): 3 clusters
  Score: Raw -339261.557252 + Penalty 2734.567041 = -336526.990212
  nChanged 19
		SP:Iteration 27Q (171285.960000 sec): 3 clusters
  Score: Raw -339268.640181 + Penalty 2734.567041 = -336534.073141
  nChanged 14
		SP:Iteration 28Q (171286.180000 sec): 3 clusters
  Score: Raw -339274.339737 + Penalty 2734.567041 = -336539.772696
  nChanged 14
		SP:Iteration 29Q (171286.360000 sec): 3 clusters
  Score: Raw -339280.963787 + Penalty 2734.567041 = -336546.396747
  nChanged 16
		SP:Iteration 30Q (171286.570000 sec): 3 clusters
  Score: Raw -339289.402367 + Penalty 2734.567041 = -336554.835327
  nChanged 18
		SP:Iteration 31Q (171286.790000 sec): 3 clusters
  Score: Raw -339297.566920 + Penalty 2734.567041 = -336562.999879
  nChanged 15
		SP:Iteration 32Q (171287.010000 sec): 3 clusters
  Score: Raw -339303.705835 + Penalty 2734.567041 = -336569.138795
  nChanged 12
		SP:Iteration 33Q (171287.240000 sec): 3 clusters
  Score: Raw -339309.374936 + Penalty 2734.567041 = -336574.807896
  nChanged 18
		SP:Iteration 34Q (171287.460000 sec): 3 clusters
  Score: Raw -339319.096293 + Penalty 2734.567041 = -336584.529252
  nChanged 19
		SP:Iteration 35Q (171287.700000 sec): 3 clusters
  Score: Raw -339328.965777 + Penalty 2734.567041 = -336594.398736
  nChanged 21
		SP:Iteration 36Q (171287.910000 sec): 3 clusters
  Score: Raw -339338.692000 + Penalty 2734.567041 = -336604.124959
  nChanged 12
		SP:Iteration 37Q (171288.140000 sec): 3 clusters
  Score: Raw -339346.416613 + Penalty 2734.567041 = -336611.849572
  nChanged 14
		SP:Iteration 38Q (171288.320000 sec): 3 clusters
  Score: Raw -339352.356311 + Penalty 2734.567041 = -336617.789271
  nChanged 10
		SP:Iteration 39Q (171288.540000 sec): 3 clusters
  Score: Raw -339356.411760 + Penalty 2734.567041 = -336621.844719
  nChanged 17
		SP:Iteration 40F (171288.740000 sec): 3 clusters
  Score: Raw -339363.126701 + Penalty 2734.567041 = -336628.559661
  nChanged 12
		SP:Iteration 41Q (171288.910000 sec): 3 clusters
  Score: Raw -339368.173057 + Penalty 2734.567041 = -336633.606017
  nChanged 16
		SP:Iteration 42Q (171289.080000 sec): 3 clusters
  Score: Raw -339374.864919 + Penalty 2734.567041 = -336640.297879
  nChanged 14
		SP:Iteration 43Q (171289.290000 sec): 3 clusters
  Score: Raw -339381.474684 + Penalty 2734.567041 = -336646.907643
  nChanged 17
		SP:Iteration 44Q (171289.510000 sec): 3 clusters
  Score: Raw -339389.490588 + Penalty 2734.567041 = -336654.923547
  nChanged 16
		SP:Iteration 45Q (171289.680000 sec): 3 clusters
  Score: Raw -339395.551039 + Penalty 2734.567041 = -336660.983999
  nChanged 8
		SP:Iteration 46Q (171289.880000 sec): 3 clusters
  Score: Raw -339397.415362 + Penalty 2734.567041 = -336662.848321
  nChanged 2
		SP:Iteration 47Q (171290.060000 sec): 3 clusters
  Score: Raw -339398.913492 + Penalty 2734.567041 = -336664.346451
  nChanged 6
		SP:Iteration 48Q (171290.240000 sec): 3 clusters
  Score: Raw -339400.462918 + Penalty 2734.567041 = -336665.895877
  nChanged 2
		SP:Iteration 49Q (171290.430000 sec): 3 clusters
  Score: Raw -339400.856389 + Penalty 2734.567041 = -336666.289348
  nChanged 1
		SP:Iteration 50Q (171290.650000 sec): 3 clusters
  Score: Raw -339401.058344 + Penalty 2734.567041 = -336666.491303
  nChanged 0
		SP:Iteration 51F (171290.850000 sec): 3 clusters
  Score: Raw -339401.058344 + Penalty 2734.567041 = -336666.491303
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 31 (70165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171291.230000 sec): 2 clusters
  Score: Raw -6223008.413374 + Penalty 1813.273295 = -6221195.140080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171291.770000 sec): 3 clusters
  Score: Raw -6177724.359679 + Penalty 3626.546589 = -6174097.813090
  nChanged 33354
		SP:Iteration 1F (171292.240000 sec): 3 clusters
  Score: Raw -6197021.297789 + Penalty 3626.546589 = -6193394.751200
  nChanged 2814
		SP:Iteration 2Q (171292.740000 sec): 3 clusters
  Score: Raw -6197934.263680 + Penalty 3626.546589 = -6194307.717091
  nChanged 3261
		SP:Iteration 3Q (171293.260000 sec): 3 clusters
  Score: Raw -6199278.484080 + Penalty 3626.546589 = -6195651.937491
  nChanged 3833
		SP:Iteration 4F (171293.710000 sec): 3 clusters
  Score: Raw -6201256.591589 + Penalty 3626.546589 = -6197630.045000
  nChanged 4595
		SP:Iteration 5F (171294.210000 sec): 3 clusters
  Score: Raw -6204080.974683 + Penalty 3626.546589 = -6200454.428094
  nChanged 4961
		SP:Iteration 6F (171294.700000 sec): 3 clusters
  Score: Raw -6207596.378355 + Penalty 3626.546589 = -6203969.831766
  nChanged 4950
		SP:Iteration 7F (171295.150000 sec): 3 clusters
  Score: Raw -6211434.071819 + Penalty 3626.546589 = -6207807.525229
  nChanged 4407
		SP:Iteration 8F (171295.640000 sec): 3 clusters
  Score: Raw -6215060.192245 + Penalty 3626.546589 = -6211433.645655
  nChanged 3605
		SP:Iteration 9F (171296.080000 sec): 3 clusters
  Score: Raw -6218168.566534 + Penalty 3626.546589 = -6214542.019945
  nChanged 2609
		SP:Iteration 10Q (171296.560000 sec): 3 clusters
  Score: Raw -6220498.685743 + Penalty 3626.546589 = -6216872.139153
  nChanged 1580
		SP:Iteration 11Q (171296.980000 sec): 3 clusters
  Score: Raw -6221892.694670 + Penalty 3626.546589 = -6218266.148080
  nChanged 785
		SP:Iteration 12Q (171297.450000 sec): 3 clusters
  Score: Raw -6222550.093278 + Penalty 3626.546589 = -6218923.546689
  nChanged 364
		SP:Iteration 13Q (171297.900000 sec): 3 clusters
  Score: Raw -6222903.007061 + Penalty 3626.546589 = -6219276.460472
  nChanged 139
		SP:Iteration 14Q (171298.320000 sec): 3 clusters
  Score: Raw -6223047.714497 + Penalty 3626.546589 = -6219421.167908
  nChanged 79
		SP:Iteration 15Q (171298.790000 sec): 3 clusters
  Score: Raw -6223111.702143 + Penalty 3626.546589 = -6219485.155554
  nChanged 45
		SP:Iteration 16Q (171299.240000 sec): 3 clusters
  Score: Raw -6223150.767379 + Penalty 3626.546589 = -6219524.220790
  nChanged 34
		SP:Iteration 17Q (171299.740000 sec): 3 clusters
  Score: Raw -6223185.005435 + Penalty 3626.546589 = -6219558.458846
  nChanged 27
		SP:Iteration 18Q (171300.210000 sec): 3 clusters
  Score: Raw -6223209.596010 + Penalty 3626.546589 = -6219583.049421
  nChanged 11
		SP:Iteration 19Q (171300.670000 sec): 3 clusters
  Score: Raw -6223219.098172 + Penalty 3626.546589 = -6219592.551582
  nChanged 10
		SP:Iteration 20F (171301.130000 sec): 3 clusters
  Score: Raw -6223228.320255 + Penalty 3626.546589 = -6219601.773666
  nChanged 12
		SP:Iteration 21Q (171301.560000 sec): 3 clusters
  Score: Raw -6223240.312221 + Penalty 3626.546589 = -6219613.765632
  nChanged 13
		SP:Iteration 22Q (171302.010000 sec): 3 clusters
  Score: Raw -6223252.802646 + Penalty 3626.546589 = -6219626.256057
  nChanged 9
		SP:Iteration 23Q (171302.470000 sec): 3 clusters
  Score: Raw -6223263.475505 + Penalty 3626.546589 = -6219636.928916
  nChanged 11
		SP:Iteration 24Q (171302.920000 sec): 3 clusters
  Score: Raw -6223274.522403 + Penalty 3626.546589 = -6219647.975814
  nChanged 5
		SP:Iteration 25Q (171303.270000 sec): 3 clusters
  Score: Raw -6223278.525821 + Penalty 3626.546589 = -6219651.979232
  nChanged 7
		SP:Iteration 26Q (171303.640000 sec): 3 clusters
  Score: Raw -6223284.637198 + Penalty 3626.546589 = -6219658.090609
  nChanged 3
		SP:Iteration 27Q (171304.070000 sec): 3 clusters
  Score: Raw -6223286.742063 + Penalty 3626.546589 = -6219660.195474
  nChanged 2
		SP:Iteration 28Q (171304.390000 sec): 3 clusters
  Score: Raw -6223288.474635 + Penalty 3626.546589 = -6219661.928046
  nChanged 1
		SP:Iteration 29Q (171304.790000 sec): 3 clusters
  Score: Raw -6223289.489311 + Penalty 3626.546589 = -6219662.942721
  nChanged 1
		SP:Iteration 30Q (171305.230000 sec): 3 clusters
  Score: Raw -6223290.715122 + Penalty 3626.546589 = -6219664.168533
  nChanged 1
		SP:Iteration 31Q (171305.710000 sec): 3 clusters
  Score: Raw -6223291.847421 + Penalty 3626.546589 = -6219665.300832
  nChanged 1
		SP:Iteration 32Q (171306.150000 sec): 3 clusters
  Score: Raw -6223292.854862 + Penalty 3626.546589 = -6219666.308273
  nChanged 0
		SP:Iteration 33F (171306.640000 sec): 3 clusters
  Score: Raw -6223292.854862 + Penalty 3626.546589 = -6219666.308273
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 32 (2403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171306.730000 sec): 2 clusters
  Score: Raw -194072.325317 + Penalty 1264.976901 = -192807.348416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171306.930000 sec): 3 clusters
  Score: Raw -193020.311391 + Penalty 2529.953802 = -190490.357589
  nChanged 823
		SP:Iteration 1F (171307.140000 sec): 3 clusters
  Score: Raw -193540.516896 + Penalty 2529.953802 = -191010.563095
  nChanged 174
		SP:Iteration 2F (171307.290000 sec): 3 clusters
  Score: Raw -193654.942867 + Penalty 2529.953802 = -191124.989065
  nChanged 107
		SP:Iteration 3Q (171307.530000 sec): 3 clusters
  Score: Raw -193721.969771 + Penalty 2529.953802 = -191192.015969
  nChanged 75
		SP:Iteration 4Q (171307.730000 sec): 3 clusters
  Score: Raw -193763.872232 + Penalty 2529.953802 = -191233.918430
  nChanged 61
		SP:Iteration 5Q (171307.860000 sec): 3 clusters
  Score: Raw -193796.766596 + Penalty 2529.953802 = -191266.812795
  nChanged 50
		SP:Iteration 6Q (171308.050000 sec): 3 clusters
  Score: Raw -193828.499558 + Penalty 2529.953802 = -191298.545756
  nChanged 39
		SP:Iteration 7Q (171308.250000 sec): 3 clusters
  Score: Raw -193851.741018 + Penalty 2529.953802 = -191321.787217
  nChanged 38
		SP:Iteration 8Q (171308.450000 sec): 3 clusters
  Score: Raw -193868.623374 + Penalty 2529.953802 = -191338.669572
  nChanged 29
		SP:Iteration 9Q (171308.600000 sec): 3 clusters
  Score: Raw -193881.972151 + Penalty 2529.953802 = -191352.018349
  nChanged 30
		SP:Iteration 10Q (171308.810000 sec): 3 clusters
  Score: Raw -193896.649773 + Penalty 2529.953802 = -191366.695972
  nChanged 30
		SP:Iteration 11Q (171308.960000 sec): 3 clusters
  Score: Raw -193920.286844 + Penalty 2529.953802 = -191390.333042
  nChanged 45
		SP:Iteration 12Q (171309.190000 sec): 3 clusters
  Score: Raw -193958.825586 + Penalty 2529.953802 = -191428.871784
  nChanged 50
		SP:Iteration 13Q (171309.350000 sec): 3 clusters
  Score: Raw -193994.288561 + Penalty 2529.953802 = -191464.334760
  nChanged 51
		SP:Iteration 14Q (171309.590000 sec): 3 clusters
  Score: Raw -194022.750778 + Penalty 2529.953802 = -191492.796976
  nChanged 50
		SP:Iteration 15Q (171309.790000 sec): 3 clusters
  Score: Raw -194061.337956 + Penalty 2529.953802 = -191531.384155
  nChanged 50
		SP:Iteration 16Q (171309.970000 sec): 3 clusters
  Score: Raw -194102.063985 + Penalty 2529.953802 = -191572.110183
  nChanged 67
		SP:Iteration 17Q (171310.170000 sec): 3 clusters
  Score: Raw -194170.585913 + Penalty 2529.953802 = -191640.632112
  nChanged 62
		SP:Iteration 18Q (171310.400000 sec): 3 clusters
  Score: Raw -194230.475294 + Penalty 2529.953802 = -191700.521493
  nChanged 63
		SP:Iteration 19Q (171310.540000 sec): 3 clusters
  Score: Raw -194300.692302 + Penalty 2529.953802 = -191770.738500
  nChanged 68
		SP:Iteration 20F (171310.730000 sec): 3 clusters
  Score: Raw -194369.854309 + Penalty 2529.953802 = -191839.900507
  nChanged 59
		SP:Iteration 21Q (171310.880000 sec): 3 clusters
  Score: Raw -194430.508295 + Penalty 2529.953802 = -191900.554494
  nChanged 53
		SP:Iteration 22Q (171311.120000 sec): 3 clusters
  Score: Raw -194474.228256 + Penalty 2529.953802 = -191944.274454
  nChanged 42
		SP:Iteration 23Q (171311.310000 sec): 3 clusters
  Score: Raw -194503.626993 + Penalty 2529.953802 = -191973.673191
  nChanged 34
		SP:Iteration 24Q (171311.520000 sec): 3 clusters
  Score: Raw -194530.193682 + Penalty 2529.953802 = -192000.239880
  nChanged 38
		SP:Iteration 25Q (171311.750000 sec): 3 clusters
  Score: Raw -194557.076299 + Penalty 2529.953802 = -192027.122498
  nChanged 36
		SP:Iteration 26Q (171311.930000 sec): 3 clusters
  Score: Raw -194581.202912 + Penalty 2529.953802 = -192051.249110
  nChanged 36
		SP:Iteration 27Q (171312.150000 sec): 3 clusters
  Score: Raw -194601.313754 + Penalty 2529.953802 = -192071.359952
  nChanged 35
		SP:Iteration 28Q (171312.350000 sec): 3 clusters
  Score: Raw -194619.338757 + Penalty 2529.953802 = -192089.384955
  nChanged 26
		SP:Iteration 29Q (171312.510000 sec): 3 clusters
  Score: Raw -194631.702623 + Penalty 2529.953802 = -192101.748821
  nChanged 15
		SP:Iteration 30Q (171312.700000 sec): 3 clusters
  Score: Raw -194638.933425 + Penalty 2529.953802 = -192108.979623
  nChanged 16
		SP:Iteration 31Q (171312.850000 sec): 3 clusters
  Score: Raw -194646.598517 + Penalty 2529.953802 = -192116.644715
  nChanged 13
		SP:Iteration 32Q (171313.090000 sec): 3 clusters
  Score: Raw -194652.696282 + Penalty 2529.953802 = -192122.742480
  nChanged 13
		SP:Iteration 33Q (171313.270000 sec): 3 clusters
  Score: Raw -194660.535156 + Penalty 2529.953802 = -192130.581355
  nChanged 12
		SP:Iteration 34Q (171313.490000 sec): 3 clusters
  Score: Raw -194666.081050 + Penalty 2529.953802 = -192136.127248
  nChanged 16
		SP:Iteration 35Q (171313.670000 sec): 3 clusters
  Score: Raw -194674.635164 + Penalty 2529.953802 = -192144.681362
  nChanged 11
		SP:Iteration 36Q (171313.780000 sec): 3 clusters
  Score: Raw -194681.105603 + Penalty 2529.953802 = -192151.151801
  nChanged 6
		SP:Iteration 37Q (171314.010000 sec): 3 clusters
  Score: Raw -194683.416064 + Penalty 2529.953802 = -192153.462263
  nChanged 6
		SP:Iteration 38Q (171314.190000 sec): 3 clusters
  Score: Raw -194684.598769 + Penalty 2529.953802 = -192154.644967
  nChanged 2
		SP:Iteration 39Q (171314.390000 sec): 3 clusters
  Score: Raw -194685.004037 + Penalty 2529.953802 = -192155.050236
  nChanged 1
		SP:Iteration 40F (171314.570000 sec): 3 clusters
  Score: Raw -194685.239864 + Penalty 2529.953802 = -192155.286063
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 33 (1863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171314.690000 sec): 2 clusters
  Score: Raw -158732.016712 + Penalty 1223.615798 = -157508.400915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171314.840000 sec): 3 clusters
  Score: Raw -157951.934311 + Penalty 2447.231595 = -155504.702716
  nChanged 651
		SP:Iteration 1F (171315.040000 sec): 3 clusters
  Score: Raw -158384.319594 + Penalty 2447.231595 = -155937.087998
  nChanged 160
		SP:Iteration 2F (171315.200000 sec): 3 clusters
  Score: Raw -158521.850931 + Penalty 2447.231595 = -156074.619336
  nChanged 113
		SP:Iteration 3F (171315.390000 sec): 3 clusters
  Score: Raw -158645.636032 + Penalty 2447.231595 = -156198.404436
  nChanged 101
		SP:Iteration 4F (171315.610000 sec): 3 clusters
  Score: Raw -158744.961299 + Penalty 2447.231595 = -156297.729704
  nChanged 81
		SP:Iteration 5Q (171315.800000 sec): 3 clusters
  Score: Raw -158811.184489 + Penalty 2447.231595 = -156363.952893
  nChanged 60
		SP:Iteration 6Q (171315.960000 sec): 3 clusters
  Score: Raw -158860.417917 + Penalty 2447.231595 = -156413.186321
  nChanged 59
		SP:Iteration 7Q (171316.190000 sec): 3 clusters
  Score: Raw -158908.251686 + Penalty 2447.231595 = -156461.020091
  nChanged 50
		SP:Iteration 8Q (171316.360000 sec): 3 clusters
  Score: Raw -158946.744628 + Penalty 2447.231595 = -156499.513033
  nChanged 36
		SP:Iteration 9Q (171316.550000 sec): 3 clusters
  Score: Raw -158977.728109 + Penalty 2447.231595 = -156530.496513
  nChanged 37
		SP:Iteration 10Q (171316.730000 sec): 3 clusters
  Score: Raw -159014.827376 + Penalty 2447.231595 = -156567.595781
  nChanged 44
		SP:Iteration 11Q (171316.910000 sec): 3 clusters
  Score: Raw -159054.896771 + Penalty 2447.231595 = -156607.665175
  nChanged 34
		SP:Iteration 12Q (171317.050000 sec): 3 clusters
  Score: Raw -159085.398150 + Penalty 2447.231595 = -156638.166555
  nChanged 33
		SP:Iteration 13Q (171317.250000 sec): 3 clusters
  Score: Raw -159107.415418 + Penalty 2447.231595 = -156660.183822
  nChanged 20
		SP:Iteration 14Q (171317.430000 sec): 3 clusters
  Score: Raw -159122.701140 + Penalty 2447.231595 = -156675.469545
  nChanged 22
		SP:Iteration 15Q (171317.620000 sec): 3 clusters
  Score: Raw -159140.717787 + Penalty 2447.231595 = -156693.486191
  nChanged 26
		SP:Iteration 16Q (171317.860000 sec): 3 clusters
  Score: Raw -159160.101494 + Penalty 2447.231595 = -156712.869898
  nChanged 17
		SP:Iteration 17Q (171318.030000 sec): 3 clusters
  Score: Raw -159175.012970 + Penalty 2447.231595 = -156727.781374
  nChanged 14
		SP:Iteration 18Q (171318.250000 sec): 3 clusters
  Score: Raw -159185.151727 + Penalty 2447.231595 = -156737.920132
  nChanged 18
		SP:Iteration 19Q (171318.450000 sec): 3 clusters
  Score: Raw -159196.451447 + Penalty 2447.231595 = -156749.219851
  nChanged 14
		SP:Iteration 20F (171318.630000 sec): 3 clusters
  Score: Raw -159204.841682 + Penalty 2447.231595 = -156757.610087
  nChanged 7
		SP:Iteration 21Q (171318.840000 sec): 3 clusters
  Score: Raw -159209.075575 + Penalty 2447.231595 = -156761.843980
  nChanged 4
		SP:Iteration 22Q (171318.980000 sec): 3 clusters
  Score: Raw -159210.567733 + Penalty 2447.231595 = -156763.336138
  nChanged 0
		SP:Iteration 23F (171319.210000 sec): 3 clusters
  Score: Raw -159210.567733 + Penalty 2447.231595 = -156763.336138
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 34 (10321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171319.310000 sec): 2 clusters
  Score: Raw -827260.747674 + Penalty 1501.814589 = -825758.933085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171319.580000 sec): 3 clusters
  Score: Raw -821390.808228 + Penalty 3003.629178 = -818387.179050
  nChanged 4459
		SP:Iteration 1F (171319.750000 sec): 3 clusters
  Score: Raw -823912.998373 + Penalty 3003.629178 = -820909.369194
  nChanged 646
		SP:Iteration 2F (171319.970000 sec): 3 clusters
  Score: Raw -824211.297379 + Penalty 3003.629178 = -821207.668201
  nChanged 556
		SP:Iteration 3F (171320.210000 sec): 3 clusters
  Score: Raw -824487.917315 + Penalty 3003.629178 = -821484.288137
  nChanged 526
		SP:Iteration 4F (171320.410000 sec): 3 clusters
  Score: Raw -824750.240828 + Penalty 3003.629178 = -821746.611650
  nChanged 477
		SP:Iteration 5Q (171320.630000 sec): 3 clusters
  Score: Raw -824990.278186 + Penalty 3003.629178 = -821986.649008
  nChanged 431
		SP:Iteration 6Q (171320.820000 sec): 3 clusters
  Score: Raw -825212.856163 + Penalty 3003.629178 = -822209.226985
  nChanged 405
		SP:Iteration 7Q (171321.040000 sec): 3 clusters
  Score: Raw -825412.997646 + Penalty 3003.629178 = -822409.368468
  nChanged 368
		SP:Iteration 8Q (171321.270000 sec): 3 clusters
  Score: Raw -825590.661205 + Penalty 3003.629178 = -822587.032026
  nChanged 358
		SP:Iteration 9Q (171321.510000 sec): 3 clusters
  Score: Raw -825783.433434 + Penalty 3003.629178 = -822779.804256
  nChanged 335
		SP:Iteration 10Q (171321.730000 sec): 3 clusters
  Score: Raw -825960.510470 + Penalty 3003.629178 = -822956.881291
  nChanged 293
		SP:Iteration 11Q (171321.980000 sec): 3 clusters
  Score: Raw -826097.044019 + Penalty 3003.629178 = -823093.414840
  nChanged 253
		SP:Iteration 12Q (171322.230000 sec): 3 clusters
  Score: Raw -826220.767604 + Penalty 3003.629178 = -823217.138426
  nChanged 226
		SP:Iteration 13Q (171322.420000 sec): 3 clusters
  Score: Raw -826312.714579 + Penalty 3003.629178 = -823309.085401
  nChanged 171
		SP:Iteration 14Q (171322.660000 sec): 3 clusters
  Score: Raw -826386.620747 + Penalty 3003.629178 = -823382.991569
  nChanged 163
		SP:Iteration 15Q (171322.880000 sec): 3 clusters
  Score: Raw -826460.558829 + Penalty 3003.629178 = -823456.929651
  nChanged 143
		SP:Iteration 16Q (171323.100000 sec): 3 clusters
  Score: Raw -826511.989080 + Penalty 3003.629178 = -823508.359901
  nChanged 124
		SP:Iteration 17Q (171323.340000 sec): 3 clusters
  Score: Raw -826561.187944 + Penalty 3003.629178 = -823557.558766
  nChanged 141
		SP:Iteration 18Q (171323.540000 sec): 3 clusters
  Score: Raw -826623.176148 + Penalty 3003.629178 = -823619.546969
  nChanged 126
		SP:Iteration 19Q (171323.750000 sec): 3 clusters
  Score: Raw -826679.587088 + Penalty 3003.629178 = -823675.957910
  nChanged 135
		SP:Iteration 20F (171323.970000 sec): 3 clusters
  Score: Raw -826738.962124 + Penalty 3003.629178 = -823735.332946
  nChanged 131
		SP:Iteration 21Q (171324.130000 sec): 3 clusters
  Score: Raw -826795.273500 + Penalty 3003.629178 = -823791.644321
  nChanged 115
		SP:Iteration 22Q (171324.390000 sec): 3 clusters
  Score: Raw -826839.644142 + Penalty 3003.629178 = -823836.014964
  nChanged 98
		SP:Iteration 23Q (171324.620000 sec): 3 clusters
  Score: Raw -826874.557044 + Penalty 3003.629178 = -823870.927866
  nChanged 91
		SP:Iteration 24Q (171324.800000 sec): 3 clusters
  Score: Raw -826911.629025 + Penalty 3003.629178 = -823907.999846
  nChanged 86
		SP:Iteration 25Q (171325.010000 sec): 3 clusters
  Score: Raw -826944.579119 + Penalty 3003.629178 = -823940.949941
  nChanged 86
		SP:Iteration 26Q (171325.270000 sec): 3 clusters
  Score: Raw -826979.958918 + Penalty 3003.629178 = -823976.329739
  nChanged 75
		SP:Iteration 27Q (171325.440000 sec): 3 clusters
  Score: Raw -827010.136847 + Penalty 3003.629178 = -824006.507669
  nChanged 85
		SP:Iteration 28Q (171325.680000 sec): 3 clusters
  Score: Raw -827045.300265 + Penalty 3003.629178 = -824041.671086
  nChanged 91
		SP:Iteration 29Q (171325.920000 sec): 3 clusters
  Score: Raw -827081.906957 + Penalty 3003.629178 = -824078.277779
  nChanged 91
		SP:Iteration 30Q (171326.150000 sec): 3 clusters
  Score: Raw -827120.273414 + Penalty 3003.629178 = -824116.644235
  nChanged 89
		SP:Iteration 31Q (171326.350000 sec): 3 clusters
  Score: Raw -827154.792664 + Penalty 3003.629178 = -824151.163486
  nChanged 67
		SP:Iteration 32Q (171326.620000 sec): 3 clusters
  Score: Raw -827187.767142 + Penalty 3003.629178 = -824184.137964
  nChanged 69
		SP:Iteration 33Q (171326.860000 sec): 3 clusters
  Score: Raw -827219.744803 + Penalty 3003.629178 = -824216.115624
  nChanged 69
		SP:Iteration 34Q (171327.040000 sec): 3 clusters
  Score: Raw -827249.700799 + Penalty 3003.629178 = -824246.071620
  nChanged 69
		SP:Iteration 35Q (171327.310000 sec): 3 clusters
  Score: Raw -827282.501892 + Penalty 3003.629178 = -824278.872714
  nChanged 64
		SP:Iteration 36Q (171327.510000 sec): 3 clusters
  Score: Raw -827316.342227 + Penalty 3003.629178 = -824312.713049
  nChanged 50
		SP:Iteration 37Q (171327.730000 sec): 3 clusters
  Score: Raw -827343.339721 + Penalty 3003.629178 = -824339.710542
  nChanged 43
		SP:Iteration 38Q (171327.970000 sec): 3 clusters
  Score: Raw -827365.956060 + Penalty 3003.629178 = -824362.326881
  nChanged 39
		SP:Iteration 39Q (171328.190000 sec): 3 clusters
  Score: Raw -827385.470585 + Penalty 3003.629178 = -824381.841407
  nChanged 35
		SP:Iteration 40F (171328.410000 sec): 3 clusters
  Score: Raw -827401.382603 + Penalty 3003.629178 = -824397.753425
  nChanged 30
		SP:Iteration 41Q (171328.650000 sec): 3 clusters
  Score: Raw -827414.176838 + Penalty 3003.629178 = -824410.547660
  nChanged 21
		SP:Iteration 42Q (171328.860000 sec): 3 clusters
  Score: Raw -827420.615096 + Penalty 3003.629178 = -824416.985917
  nChanged 15
		SP:Iteration 43Q (171329.110000 sec): 3 clusters
  Score: Raw -827426.775496 + Penalty 3003.629178 = -824423.146317
  nChanged 12
		SP:Iteration 44Q (171329.280000 sec): 3 clusters
  Score: Raw -827430.921358 + Penalty 3003.629178 = -824427.292180
  nChanged 10
		SP:Iteration 45Q (171329.490000 sec): 3 clusters
  Score: Raw -827433.874150 + Penalty 3003.629178 = -824430.244972
  nChanged 7
		SP:Iteration 46Q (171329.670000 sec): 3 clusters
  Score: Raw -827436.834471 + Penalty 3003.629178 = -824433.205293
  nChanged 9
		SP:Iteration 47Q (171329.890000 sec): 3 clusters
  Score: Raw -827438.876585 + Penalty 3003.629178 = -824435.247407
  nChanged 6
		SP:Iteration 48Q (171330.070000 sec): 3 clusters
  Score: Raw -827440.514431 + Penalty 3003.629178 = -824436.885253
  nChanged 6
		SP:Iteration 49Q (171330.260000 sec): 3 clusters
  Score: Raw -827442.782178 + Penalty 3003.629178 = -824439.152999
  nChanged 7
		SP:Iteration 50Q (171330.460000 sec): 3 clusters
  Score: Raw -827445.567528 + Penalty 3003.629178 = -824441.938350
  nChanged 9
		SP:Iteration 51Q (171330.640000 sec): 3 clusters
  Score: Raw -827448.354702 + Penalty 3003.629178 = -824444.725524
  nChanged 4
		SP:Iteration 52Q (171330.860000 sec): 3 clusters
  Score: Raw -827449.848025 + Penalty 3003.629178 = -824446.218846
  nChanged 8
		SP:Iteration 53Q (171331.070000 sec): 3 clusters
  Score: Raw -827451.892879 + Penalty 3003.629178 = -824448.263701
  nChanged 1
		SP:Iteration 54Q (171331.250000 sec): 3 clusters
  Score: Raw -827451.940575 + Penalty 3003.629178 = -824448.311397
  nChanged 1
		SP:Iteration 55Q (171331.480000 sec): 3 clusters
  Score: Raw -827452.004500 + Penalty 3003.629178 = -824448.375321
  nChanged 2
		SP:Iteration 56Q (171331.680000 sec): 3 clusters
  Score: Raw -827452.369746 + Penalty 3003.629178 = -824448.740567
  nChanged 1
		SP:Iteration 57Q (171331.860000 sec): 3 clusters
  Score: Raw -827452.512249 + Penalty 3003.629178 = -824448.883071
  nChanged 0
		SP:Iteration 58F (171332.080000 sec): 3 clusters
  Score: Raw -827452.512249 + Penalty 3003.629178 = -824448.883071
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 35 (24033 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171332.290000 sec): 2 clusters
  Score: Raw -1983128.770070 + Penalty 1639.167264 = -1981489.602806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171332.570000 sec): 3 clusters
  Score: Raw -1968485.101498 + Penalty 3278.334529 = -1965206.766969
  nChanged 10904
		SP:Iteration 1F (171332.860000 sec): 3 clusters
  Score: Raw -1974456.964667 + Penalty 3278.334529 = -1971178.630138
  nChanged 1142
		SP:Iteration 2Q (171333.150000 sec): 3 clusters
  Score: Raw -1974853.531638 + Penalty 3278.334529 = -1971575.197110
  nChanged 1092
		SP:Iteration 3Q (171333.430000 sec): 3 clusters
  Score: Raw -1975291.045357 + Penalty 3278.334529 = -1972012.710828
  nChanged 1140
		SP:Iteration 4Q (171333.770000 sec): 3 clusters
  Score: Raw -1975837.661410 + Penalty 3278.334529 = -1972559.326882
  nChanged 1235
		SP:Iteration 5F (171334.080000 sec): 3 clusters
  Score: Raw -1976456.807254 + Penalty 3278.334529 = -1973178.472725
  nChanged 1225
		SP:Iteration 6F (171334.360000 sec): 3 clusters
  Score: Raw -1977109.980357 + Penalty 3278.334529 = -1973831.645828
  nChanged 1230
		SP:Iteration 7F (171334.630000 sec): 3 clusters
  Score: Raw -1977794.967979 + Penalty 3278.334529 = -1974516.633450
  nChanged 1230
		SP:Iteration 8F (171334.960000 sec): 3 clusters
  Score: Raw -1978509.437135 + Penalty 3278.334529 = -1975231.102607
  nChanged 1091
		SP:Iteration 9Q (171335.210000 sec): 3 clusters
  Score: Raw -1979108.653669 + Penalty 3278.334529 = -1975830.319140
  nChanged 935
		SP:Iteration 10Q (171335.550000 sec): 3 clusters
  Score: Raw -1979560.511454 + Penalty 3278.334529 = -1976282.176926
  nChanged 720
		SP:Iteration 11Q (171335.810000 sec): 3 clusters
  Score: Raw -1979868.618766 + Penalty 3278.334529 = -1976590.284237
  nChanged 571
		SP:Iteration 12Q (171336.050000 sec): 3 clusters
  Score: Raw -1980068.015607 + Penalty 3278.334529 = -1976789.681078
  nChanged 403
		SP:Iteration 13Q (171336.350000 sec): 3 clusters
  Score: Raw -1980211.846289 + Penalty 3278.334529 = -1976933.511760
  nChanged 407
		SP:Iteration 14Q (171336.640000 sec): 3 clusters
  Score: Raw -1980358.285050 + Penalty 3278.334529 = -1977079.950521
  nChanged 402
		SP:Iteration 15Q (171336.910000 sec): 3 clusters
  Score: Raw -1980501.547588 + Penalty 3278.334529 = -1977223.213060
  nChanged 390
		SP:Iteration 16Q (171337.180000 sec): 3 clusters
  Score: Raw -1980633.767342 + Penalty 3278.334529 = -1977355.432813
  nChanged 382
		SP:Iteration 17Q (171337.440000 sec): 3 clusters
  Score: Raw -1980762.738900 + Penalty 3278.334529 = -1977484.404372
  nChanged 362
		SP:Iteration 18Q (171337.710000 sec): 3 clusters
  Score: Raw -1980877.773121 + Penalty 3278.334529 = -1977599.438593
  nChanged 355
		SP:Iteration 19Q (171338.020000 sec): 3 clusters
  Score: Raw -1981001.274140 + Penalty 3278.334529 = -1977722.939611
  nChanged 358
		SP:Iteration 20F (171338.310000 sec): 3 clusters
  Score: Raw -1981127.135736 + Penalty 3278.334529 = -1977848.801207
  nChanged 376
		SP:Iteration 21Q (171338.640000 sec): 3 clusters
  Score: Raw -1981282.659979 + Penalty 3278.334529 = -1978004.325450
  nChanged 389
		SP:Iteration 22Q (171338.890000 sec): 3 clusters
  Score: Raw -1981461.363388 + Penalty 3278.334529 = -1978183.028860
  nChanged 389
		SP:Iteration 23Q (171339.190000 sec): 3 clusters
  Score: Raw -1981651.544557 + Penalty 3278.334529 = -1978373.210029
  nChanged 378
		SP:Iteration 24Q (171339.460000 sec): 3 clusters
  Score: Raw -1981815.289619 + Penalty 3278.334529 = -1978536.955090
  nChanged 361
		SP:Iteration 25Q (171339.830000 sec): 3 clusters
  Score: Raw -1981982.281058 + Penalty 3278.334529 = -1978703.946530
  nChanged 363
		SP:Iteration 26Q (171340.130000 sec): 3 clusters
  Score: Raw -1982161.648973 + Penalty 3278.334529 = -1978883.314444
  nChanged 352
		SP:Iteration 27Q (171340.400000 sec): 3 clusters
  Score: Raw -1982358.925107 + Penalty 3278.334529 = -1979080.590579
  nChanged 327
		SP:Iteration 28Q (171340.740000 sec): 3 clusters
  Score: Raw -1982541.823328 + Penalty 3278.334529 = -1979263.488799
  nChanged 295
		SP:Iteration 29Q (171341.060000 sec): 3 clusters
  Score: Raw -1982715.130176 + Penalty 3278.334529 = -1979436.795647
  nChanged 293
		SP:Iteration 30Q (171341.290000 sec): 3 clusters
  Score: Raw -1982871.048536 + Penalty 3278.334529 = -1979592.714007
  nChanged 241
		SP:Iteration 31Q (171341.580000 sec): 3 clusters
  Score: Raw -1982993.530052 + Penalty 3278.334529 = -1979715.195524
  nChanged 202
		SP:Iteration 32Q (171341.820000 sec): 3 clusters
  Score: Raw -1983076.990143 + Penalty 3278.334529 = -1979798.655615
  nChanged 147
		SP:Iteration 33Q (171342.080000 sec): 3 clusters
  Score: Raw -1983130.808549 + Penalty 3278.334529 = -1979852.474021
  nChanged 131
		SP:Iteration 34Q (171342.400000 sec): 3 clusters
  Score: Raw -1983169.887774 + Penalty 3278.334529 = -1979891.553245
  nChanged 106
		SP:Iteration 35Q (171342.650000 sec): 3 clusters
  Score: Raw -1983200.037898 + Penalty 3278.334529 = -1979921.703370
  nChanged 104
		SP:Iteration 36Q (171342.980000 sec): 3 clusters
  Score: Raw -1983224.164576 + Penalty 3278.334529 = -1979945.830048
  nChanged 93
		SP:Iteration 37Q (171343.260000 sec): 3 clusters
  Score: Raw -1983247.315856 + Penalty 3278.334529 = -1979968.981327
  nChanged 80
		SP:Iteration 38Q (171343.510000 sec): 3 clusters
  Score: Raw -1983265.775056 + Penalty 3278.334529 = -1979987.440527
  nChanged 69
		SP:Iteration 39Q (171343.780000 sec): 3 clusters
  Score: Raw -1983282.413692 + Penalty 3278.334529 = -1980004.079163
  nChanged 56
		SP:Iteration 40F (171344.060000 sec): 3 clusters
  Score: Raw -1983295.477041 + Penalty 3278.334529 = -1980017.142512
  nChanged 46
		SP:Iteration 41Q (171344.330000 sec): 3 clusters
  Score: Raw -1983304.683711 + Penalty 3278.334529 = -1980026.349183
  nChanged 37
		SP:Iteration 42Q (171344.630000 sec): 3 clusters
  Score: Raw -1983313.358322 + Penalty 3278.334529 = -1980035.023793
  nChanged 45
		SP:Iteration 43Q (171344.920000 sec): 3 clusters
  Score: Raw -1983322.648925 + Penalty 3278.334529 = -1980044.314397
  nChanged 36
		SP:Iteration 44Q (171345.160000 sec): 3 clusters
  Score: Raw -1983329.332991 + Penalty 3278.334529 = -1980050.998463
  nChanged 25
		SP:Iteration 45Q (171345.480000 sec): 3 clusters
  Score: Raw -1983334.374751 + Penalty 3278.334529 = -1980056.040223
  nChanged 27
		SP:Iteration 46Q (171345.780000 sec): 3 clusters
  Score: Raw -1983340.078218 + Penalty 3278.334529 = -1980061.743689
  nChanged 17
		SP:Iteration 47Q (171346.000000 sec): 3 clusters
  Score: Raw -1983343.057571 + Penalty 3278.334529 = -1980064.723042
  nChanged 19
		SP:Iteration 48Q (171346.310000 sec): 3 clusters
  Score: Raw -1983345.655463 + Penalty 3278.334529 = -1980067.320934
  nChanged 15
		SP:Iteration 49Q (171346.550000 sec): 3 clusters
  Score: Raw -1983347.656839 + Penalty 3278.334529 = -1980069.322311
  nChanged 17
		SP:Iteration 50Q (171346.810000 sec): 3 clusters
  Score: Raw -1983349.873068 + Penalty 3278.334529 = -1980071.538539
  nChanged 18
		SP:Iteration 51Q (171347.110000 sec): 3 clusters
  Score: Raw -1983352.099487 + Penalty 3278.334529 = -1980073.764959
  nChanged 14
		SP:Iteration 52Q (171347.390000 sec): 3 clusters
  Score: Raw -1983354.029026 + Penalty 3278.334529 = -1980075.694498
  nChanged 17
		SP:Iteration 53Q (171347.690000 sec): 3 clusters
  Score: Raw -1983356.115036 + Penalty 3278.334529 = -1980077.780507
  nChanged 18
		SP:Iteration 54Q (171348.010000 sec): 3 clusters
  Score: Raw -1983358.299982 + Penalty 3278.334529 = -1980079.965453
  nChanged 12
		SP:Iteration 55Q (171348.300000 sec): 3 clusters
  Score: Raw -1983360.070738 + Penalty 3278.334529 = -1980081.736210
  nChanged 10
		SP:Iteration 56Q (171348.580000 sec): 3 clusters
  Score: Raw -1983361.446662 + Penalty 3278.334529 = -1980083.112134
  nChanged 15
		SP:Iteration 57Q (171348.800000 sec): 3 clusters
  Score: Raw -1983363.235925 + Penalty 3278.334529 = -1980084.901397
  nChanged 18
		SP:Iteration 58Q (171349.110000 sec): 3 clusters
  Score: Raw -1983366.347389 + Penalty 3278.334529 = -1980088.012861
  nChanged 20
		SP:Iteration 59Q (171349.350000 sec): 3 clusters
  Score: Raw -1983369.789716 + Penalty 3278.334529 = -1980091.455187
  nChanged 20
		SP:Iteration 60F (171349.630000 sec): 3 clusters
  Score: Raw -1983372.593711 + Penalty 3278.334529 = -1980094.259182
  nChanged 22
		SP:Iteration 61Q (171349.910000 sec): 3 clusters
  Score: Raw -1983376.289014 + Penalty 3278.334529 = -1980097.954486
  nChanged 25
		SP:Iteration 62Q (171350.120000 sec): 3 clusters
  Score: Raw -1983382.678998 + Penalty 3278.334529 = -1980104.344469
  nChanged 32
		SP:Iteration 63Q (171350.370000 sec): 3 clusters
  Score: Raw -1983392.621661 + Penalty 3278.334529 = -1980114.287132
  nChanged 38
		SP:Iteration 64Q (171350.660000 sec): 3 clusters
  Score: Raw -1983403.235189 + Penalty 3278.334529 = -1980124.900660
  nChanged 41
		SP:Iteration 65Q (171350.920000 sec): 3 clusters
  Score: Raw -1983411.343005 + Penalty 3278.334529 = -1980133.008476
  nChanged 31
		SP:Iteration 66Q (171351.190000 sec): 3 clusters
  Score: Raw -1983416.415671 + Penalty 3278.334529 = -1980138.081143
  nChanged 30
		SP:Iteration 67Q (171351.500000 sec): 3 clusters
  Score: Raw -1983421.982669 + Penalty 3278.334529 = -1980143.648141
  nChanged 30
		SP:Iteration 68Q (171351.760000 sec): 3 clusters
  Score: Raw -1983428.642847 + Penalty 3278.334529 = -1980150.308318
  nChanged 21
		SP:Iteration 69Q (171352.030000 sec): 3 clusters
  Score: Raw -1983432.642451 + Penalty 3278.334529 = -1980154.307922
  nChanged 19
		SP:Iteration 70Q (171352.300000 sec): 3 clusters
  Score: Raw -1983436.120164 + Penalty 3278.334529 = -1980157.785635
  nChanged 22
		SP:Iteration 71Q (171352.580000 sec): 3 clusters
  Score: Raw -1983440.475796 + Penalty 3278.334529 = -1980162.141268
  nChanged 20
		SP:Iteration 72Q (171352.890000 sec): 3 clusters
  Score: Raw -1983444.556459 + Penalty 3278.334529 = -1980166.221930
  nChanged 20
		SP:Iteration 73Q (171353.160000 sec): 3 clusters
  Score: Raw -1983448.071778 + Penalty 3278.334529 = -1980169.737250
  nChanged 17
		SP:Iteration 74Q (171353.400000 sec): 3 clusters
  Score: Raw -1983450.620676 + Penalty 3278.334529 = -1980172.286148
  nChanged 14
		SP:Iteration 75Q (171353.700000 sec): 3 clusters
  Score: Raw -1983452.649282 + Penalty 3278.334529 = -1980174.314753
  nChanged 14
		SP:Iteration 76Q (171353.990000 sec): 3 clusters
  Score: Raw -1983454.324904 + Penalty 3278.334529 = -1980175.990376
  nChanged 9
		SP:Iteration 77Q (171354.240000 sec): 3 clusters
  Score: Raw -1983455.943955 + Penalty 3278.334529 = -1980177.609426
  nChanged 7
		SP:Iteration 78Q (171354.520000 sec): 3 clusters
  Score: Raw -1983457.195628 + Penalty 3278.334529 = -1980178.861099
  nChanged 6
		SP:Iteration 79Q (171354.820000 sec): 3 clusters
  Score: Raw -1983457.931830 + Penalty 3278.334529 = -1980179.597301
  nChanged 3
		SP:Iteration 80F (171355.150000 sec): 3 clusters
  Score: Raw -1983458.206120 + Penalty 3278.334529 = -1980179.871591
  nChanged 2
		SP:Iteration 81Q (171355.390000 sec): 3 clusters
  Score: Raw -1983458.351145 + Penalty 3278.334529 = -1980180.016617
  nChanged 0
		SP:Iteration 82F (171355.690000 sec): 3 clusters
  Score: Raw -1983458.351145 + Penalty 3278.334529 = -1980180.016617
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 36 (22659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171355.880000 sec): 2 clusters
  Score: Raw -1933630.700687 + Penalty 1629.600765 = -1932001.099922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171356.190000 sec): 3 clusters
  Score: Raw -1919839.395924 + Penalty 3259.201531 = -1916580.194393
  nChanged 10337
		SP:Iteration 1F (171356.500000 sec): 3 clusters
  Score: Raw -1925905.215755 + Penalty 3259.201531 = -1922646.014224
  nChanged 1338
		SP:Iteration 2F (171356.760000 sec): 3 clusters
  Score: Raw -1926680.585649 + Penalty 3259.201531 = -1923421.384118
  nChanged 1384
		SP:Iteration 3F (171357.020000 sec): 3 clusters
  Score: Raw -1927622.159670 + Penalty 3259.201531 = -1924362.958139
  nChanged 1482
		SP:Iteration 4F (171357.250000 sec): 3 clusters
  Score: Raw -1928672.470334 + Penalty 3259.201531 = -1925413.268803
  nChanged 1476
		SP:Iteration 5F (171357.530000 sec): 3 clusters
  Score: Raw -1929829.445912 + Penalty 3259.201531 = -1926570.244381
  nChanged 1463
		SP:Iteration 6F (171357.860000 sec): 3 clusters
  Score: Raw -1930817.549422 + Penalty 3259.201531 = -1927558.347891
  nChanged 1120
		SP:Iteration 7Q (171358.120000 sec): 3 clusters
  Score: Raw -1931403.523337 + Penalty 3259.201531 = -1928144.321806
  nChanged 816
		SP:Iteration 8Q (171358.460000 sec): 3 clusters
  Score: Raw -1931673.873754 + Penalty 3259.201531 = -1928414.672223
  nChanged 504
		SP:Iteration 9Q (171358.730000 sec): 3 clusters
  Score: Raw -1931791.637593 + Penalty 3259.201531 = -1928532.436062
  nChanged 323
		SP:Iteration 10Q (171359.030000 sec): 3 clusters
  Score: Raw -1931851.293035 + Penalty 3259.201531 = -1928592.091504
  nChanged 219
		SP:Iteration 11Q (171359.300000 sec): 3 clusters
  Score: Raw -1931884.939160 + Penalty 3259.201531 = -1928625.737629
  nChanged 160
		SP:Iteration 12Q (171359.620000 sec): 3 clusters
  Score: Raw -1931907.181575 + Penalty 3259.201531 = -1928647.980044
  nChanged 139
		SP:Iteration 13Q (171359.910000 sec): 3 clusters
  Score: Raw -1931925.760668 + Penalty 3259.201531 = -1928666.559137
  nChanged 139
		SP:Iteration 14Q (171360.210000 sec): 3 clusters
  Score: Raw -1931944.160729 + Penalty 3259.201531 = -1928684.959198
  nChanged 135
		SP:Iteration 15Q (171360.520000 sec): 3 clusters
  Score: Raw -1931961.362915 + Penalty 3259.201531 = -1928702.161384
  nChanged 124
		SP:Iteration 16Q (171360.780000 sec): 3 clusters
  Score: Raw -1931976.183424 + Penalty 3259.201531 = -1928716.981893
  nChanged 113
		SP:Iteration 17Q (171361.080000 sec): 3 clusters
  Score: Raw -1931988.370869 + Penalty 3259.201531 = -1928729.169338
  nChanged 101
		SP:Iteration 18Q (171361.370000 sec): 3 clusters
  Score: Raw -1931998.190571 + Penalty 3259.201531 = -1928738.989040
  nChanged 93
		SP:Iteration 19Q (171361.650000 sec): 3 clusters
  Score: Raw -1932007.565240 + Penalty 3259.201531 = -1928748.363709
  nChanged 87
		SP:Iteration 20F (171361.880000 sec): 3 clusters
  Score: Raw -1932016.262810 + Penalty 3259.201531 = -1928757.061279
  nChanged 83
		SP:Iteration 21Q (171362.200000 sec): 3 clusters
  Score: Raw -1932024.662772 + Penalty 3259.201531 = -1928765.461242
  nChanged 74
		SP:Iteration 22Q (171362.500000 sec): 3 clusters
  Score: Raw -1932031.537142 + Penalty 3259.201531 = -1928772.335611
  nChanged 89
		SP:Iteration 23Q (171362.770000 sec): 3 clusters
  Score: Raw -1932040.670768 + Penalty 3259.201531 = -1928781.469237
  nChanged 76
		SP:Iteration 24Q (171363.080000 sec): 3 clusters
  Score: Raw -1932048.423619 + Penalty 3259.201531 = -1928789.222088
  nChanged 83
		SP:Iteration 25Q (171363.360000 sec): 3 clusters
  Score: Raw -1932056.215798 + Penalty 3259.201531 = -1928797.014267
  nChanged 84
		SP:Iteration 26Q (171363.700000 sec): 3 clusters
  Score: Raw -1932064.669307 + Penalty 3259.201531 = -1928805.467776
  nChanged 84
		SP:Iteration 27Q (171364.030000 sec): 3 clusters
  Score: Raw -1932072.408843 + Penalty 3259.201531 = -1928813.207312
  nChanged 66
		SP:Iteration 28Q (171364.280000 sec): 3 clusters
  Score: Raw -1932077.906882 + Penalty 3259.201531 = -1928818.705351
  nChanged 66
		SP:Iteration 29Q (171364.610000 sec): 3 clusters
  Score: Raw -1932083.967230 + Penalty 3259.201531 = -1928824.765699
  nChanged 66
		SP:Iteration 30Q (171364.930000 sec): 3 clusters
  Score: Raw -1932090.556765 + Penalty 3259.201531 = -1928831.355234
  nChanged 65
		SP:Iteration 31Q (171365.240000 sec): 3 clusters
  Score: Raw -1932096.724011 + Penalty 3259.201531 = -1928837.522480
  nChanged 55
		SP:Iteration 32Q (171365.560000 sec): 3 clusters
  Score: Raw -1932101.872102 + Penalty 3259.201531 = -1928842.670571
  nChanged 60
		SP:Iteration 33Q (171365.810000 sec): 3 clusters
  Score: Raw -1932108.177938 + Penalty 3259.201531 = -1928848.976407
  nChanged 69
		SP:Iteration 34Q (171366.090000 sec): 3 clusters
  Score: Raw -1932115.514669 + Penalty 3259.201531 = -1928856.313138
  nChanged 69
		SP:Iteration 35Q (171366.350000 sec): 3 clusters
  Score: Raw -1932123.471320 + Penalty 3259.201531 = -1928864.269789
  nChanged 73
		SP:Iteration 36Q (171366.610000 sec): 3 clusters
  Score: Raw -1932130.831580 + Penalty 3259.201531 = -1928871.630049
  nChanged 63
		SP:Iteration 37Q (171366.870000 sec): 3 clusters
  Score: Raw -1932136.173824 + Penalty 3259.201531 = -1928876.972293
  nChanged 67
		SP:Iteration 38Q (171367.100000 sec): 3 clusters
  Score: Raw -1932142.728987 + Penalty 3259.201531 = -1928883.527456
  nChanged 66
		SP:Iteration 39Q (171367.450000 sec): 3 clusters
  Score: Raw -1932149.388116 + Penalty 3259.201531 = -1928890.186585
  nChanged 58
		SP:Iteration 40F (171367.690000 sec): 3 clusters
  Score: Raw -1932154.839658 + Penalty 3259.201531 = -1928895.638127
  nChanged 60
		SP:Iteration 41Q (171367.980000 sec): 3 clusters
  Score: Raw -1932159.564149 + Penalty 3259.201531 = -1928900.362618
  nChanged 62
		SP:Iteration 42Q (171368.330000 sec): 3 clusters
  Score: Raw -1932163.565407 + Penalty 3259.201531 = -1928904.363876
  nChanged 41
		SP:Iteration 43Q (171368.570000 sec): 3 clusters
  Score: Raw -1932166.030180 + Penalty 3259.201531 = -1928906.828649
  nChanged 39
		SP:Iteration 44Q (171368.840000 sec): 3 clusters
  Score: Raw -1932167.927529 + Penalty 3259.201531 = -1928908.725998
  nChanged 22
		SP:Iteration 45Q (171369.150000 sec): 3 clusters
  Score: Raw -1932169.212915 + Penalty 3259.201531 = -1928910.011384
  nChanged 28
		SP:Iteration 46Q (171369.410000 sec): 3 clusters
  Score: Raw -1932171.325608 + Penalty 3259.201531 = -1928912.124077
  nChanged 37
		SP:Iteration 47Q (171369.670000 sec): 3 clusters
  Score: Raw -1932173.597923 + Penalty 3259.201531 = -1928914.396393
  nChanged 35
		SP:Iteration 48Q (171369.940000 sec): 3 clusters
  Score: Raw -1932175.881898 + Penalty 3259.201531 = -1928916.680367
  nChanged 23
		SP:Iteration 49Q (171370.210000 sec): 3 clusters
  Score: Raw -1932177.834163 + Penalty 3259.201531 = -1928918.632632
  nChanged 35
		SP:Iteration 50Q (171370.430000 sec): 3 clusters
  Score: Raw -1932180.501183 + Penalty 3259.201531 = -1928921.299652
  nChanged 35
		SP:Iteration 51Q (171370.770000 sec): 3 clusters
  Score: Raw -1932183.060565 + Penalty 3259.201531 = -1928923.859034
  nChanged 46
		SP:Iteration 52Q (171371.000000 sec): 3 clusters
  Score: Raw -1932186.876400 + Penalty 3259.201531 = -1928927.674869
  nChanged 52
		SP:Iteration 53Q (171371.250000 sec): 3 clusters
  Score: Raw -1932192.271099 + Penalty 3259.201531 = -1928933.069568
  nChanged 62
		SP:Iteration 54Q (171371.530000 sec): 3 clusters
  Score: Raw -1932198.954832 + Penalty 3259.201531 = -1928939.753301
  nChanged 66
		SP:Iteration 55Q (171371.830000 sec): 3 clusters
  Score: Raw -1932204.752949 + Penalty 3259.201531 = -1928945.551418
  nChanged 72
		SP:Iteration 56Q (171372.080000 sec): 3 clusters
  Score: Raw -1932211.118724 + Penalty 3259.201531 = -1928951.917193
  nChanged 69
		SP:Iteration 57Q (171372.340000 sec): 3 clusters
  Score: Raw -1932217.309040 + Penalty 3259.201531 = -1928958.107509
  nChanged 63
		SP:Iteration 58Q (171372.680000 sec): 3 clusters
  Score: Raw -1932223.427601 + Penalty 3259.201531 = -1928964.226070
  nChanged 70
		SP:Iteration 59Q (171372.920000 sec): 3 clusters
  Score: Raw -1932230.557425 + Penalty 3259.201531 = -1928971.355894
  nChanged 59
		SP:Iteration 60F (171373.180000 sec): 3 clusters
  Score: Raw -1932235.714048 + Penalty 3259.201531 = -1928976.512517
  nChanged 61
		SP:Iteration 61Q (171373.440000 sec): 3 clusters
  Score: Raw -1932240.583230 + Penalty 3259.201531 = -1928981.381699
  nChanged 64
		SP:Iteration 62Q (171373.730000 sec): 3 clusters
  Score: Raw -1932246.306560 + Penalty 3259.201531 = -1928987.105029
  nChanged 53
		SP:Iteration 63Q (171373.980000 sec): 3 clusters
  Score: Raw -1932250.225006 + Penalty 3259.201531 = -1928991.023475
  nChanged 50
		SP:Iteration 64Q (171374.280000 sec): 3 clusters
  Score: Raw -1932254.716970 + Penalty 3259.201531 = -1928995.515439
  nChanged 50
		SP:Iteration 65Q (171374.570000 sec): 3 clusters
  Score: Raw -1932258.799626 + Penalty 3259.201531 = -1928999.598095
  nChanged 48
		SP:Iteration 66Q (171374.850000 sec): 3 clusters
  Score: Raw -1932262.743015 + Penalty 3259.201531 = -1929003.541484
  nChanged 51
		SP:Iteration 67Q (171375.120000 sec): 3 clusters
  Score: Raw -1932266.563964 + Penalty 3259.201531 = -1929007.362433
  nChanged 52
		SP:Iteration 68Q (171375.400000 sec): 3 clusters
  Score: Raw -1932270.090836 + Penalty 3259.201531 = -1929010.889305
  nChanged 41
		SP:Iteration 69Q (171375.710000 sec): 3 clusters
  Score: Raw -1932273.236824 + Penalty 3259.201531 = -1929014.035293
  nChanged 34
		SP:Iteration 70Q (171375.940000 sec): 3 clusters
  Score: Raw -1932275.452771 + Penalty 3259.201531 = -1929016.251240
  nChanged 21
		SP:Iteration 71Q (171376.270000 sec): 3 clusters
  Score: Raw -1932276.787910 + Penalty 3259.201531 = -1929017.586379
  nChanged 22
		SP:Iteration 72Q (171376.570000 sec): 3 clusters
  Score: Raw -1932278.131133 + Penalty 3259.201531 = -1929018.929602
  nChanged 18
		SP:Iteration 73Q (171376.850000 sec): 3 clusters
  Score: Raw -1932278.932661 + Penalty 3259.201531 = -1929019.731130
  nChanged 12
		SP:Iteration 74Q (171377.140000 sec): 3 clusters
  Score: Raw -1932279.446910 + Penalty 3259.201531 = -1929020.245379
  nChanged 14
		SP:Iteration 75Q (171377.390000 sec): 3 clusters
  Score: Raw -1932280.200584 + Penalty 3259.201531 = -1929020.999053
  nChanged 19
		SP:Iteration 76Q (171377.620000 sec): 3 clusters
  Score: Raw -1932281.709869 + Penalty 3259.201531 = -1929022.508338
  nChanged 20
		SP:Iteration 77Q (171377.910000 sec): 3 clusters
  Score: Raw -1932283.192729 + Penalty 3259.201531 = -1929023.991198
  nChanged 24
		SP:Iteration 78Q (171378.150000 sec): 3 clusters
  Score: Raw -1932284.835744 + Penalty 3259.201531 = -1929025.634213
  nChanged 27
		SP:Iteration 79Q (171378.390000 sec): 3 clusters
  Score: Raw -1932286.515151 + Penalty 3259.201531 = -1929027.313620
  nChanged 25
		SP:Iteration 80F (171378.690000 sec): 3 clusters
  Score: Raw -1932287.931822 + Penalty 3259.201531 = -1929028.730291
  nChanged 22
		SP:Iteration 81Q (171378.910000 sec): 3 clusters
  Score: Raw -1932289.360785 + Penalty 3259.201531 = -1929030.159254
  nChanged 21
		SP:Iteration 82Q (171379.220000 sec): 3 clusters
  Score: Raw -1932290.801012 + Penalty 3259.201531 = -1929031.599481
  nChanged 26
		SP:Iteration 83Q (171379.460000 sec): 3 clusters
  Score: Raw -1932292.800599 + Penalty 3259.201531 = -1929033.599068
  nChanged 34
		SP:Iteration 84Q (171379.740000 sec): 3 clusters
  Score: Raw -1932296.120472 + Penalty 3259.201531 = -1929036.918941
  nChanged 44
		SP:Iteration 85Q (171380.030000 sec): 3 clusters
  Score: Raw -1932300.462364 + Penalty 3259.201531 = -1929041.260833
  nChanged 55
		SP:Iteration 86Q (171380.330000 sec): 3 clusters
  Score: Raw -1932305.150735 + Penalty 3259.201531 = -1929045.949204
  nChanged 50
		SP:Iteration 87Q (171380.600000 sec): 3 clusters
  Score: Raw -1932309.810095 + Penalty 3259.201531 = -1929050.608564
  nChanged 64
		SP:Iteration 88Q (171380.920000 sec): 3 clusters
  Score: Raw -1932316.023854 + Penalty 3259.201531 = -1929056.822323
  nChanged 72
		SP:Iteration 89Q (171381.160000 sec): 3 clusters
  Score: Raw -1932325.566665 + Penalty 3259.201531 = -1929066.365134
  nChanged 95
		SP:Iteration 90Q (171381.490000 sec): 3 clusters
  Score: Raw -1932339.768084 + Penalty 3259.201531 = -1929080.566553
  nChanged 111
		SP:Iteration 91Q (171381.750000 sec): 3 clusters
  Score: Raw -1932356.080045 + Penalty 3259.201531 = -1929096.878514
  nChanged 105
		SP:Iteration 92Q (171382.030000 sec): 3 clusters
  Score: Raw -1932369.798649 + Penalty 3259.201531 = -1929110.597118
  nChanged 91
		SP:Iteration 93Q (171382.240000 sec): 3 clusters
  Score: Raw -1932381.268966 + Penalty 3259.201531 = -1929122.067436
  nChanged 100
		SP:Iteration 94Q (171382.510000 sec): 3 clusters
  Score: Raw -1932394.559883 + Penalty 3259.201531 = -1929135.358352
  nChanged 99
		SP:Iteration 95Q (171382.790000 sec): 3 clusters
  Score: Raw -1932407.167781 + Penalty 3259.201531 = -1929147.966250
  nChanged 105
		SP:Iteration 96Q (171383.050000 sec): 3 clusters
  Score: Raw -1932420.835456 + Penalty 3259.201531 = -1929161.633925
  nChanged 93
		SP:Iteration 97Q (171383.330000 sec): 3 clusters
  Score: Raw -1932432.738228 + Penalty 3259.201531 = -1929173.536697
  nChanged 93
		SP:Iteration 98Q (171383.610000 sec): 3 clusters
  Score: Raw -1932445.171727 + Penalty 3259.201531 = -1929185.970196
  nChanged 107
		SP:Iteration 99Q (171383.880000 sec): 3 clusters
  Score: Raw -1932460.486361 + Penalty 3259.201531 = -1929201.284830
  nChanged 114
		SP:Iteration 100F (171384.150000 sec): 3 clusters
  Score: Raw -1932476.610288 + Penalty 3259.201531 = -1929217.408757
  nChanged 115
		SP:Iteration 101Q (171384.410000 sec): 3 clusters
  Score: Raw -1932493.381745 + Penalty 3259.201531 = -1929234.180214
  nChanged 115
		SP:Iteration 102Q (171384.640000 sec): 3 clusters
  Score: Raw -1932511.287457 + Penalty 3259.201531 = -1929252.085926
  nChanged 121
		SP:Iteration 103Q (171384.950000 sec): 3 clusters
  Score: Raw -1932531.310746 + Penalty 3259.201531 = -1929272.109215
  nChanged 118
		SP:Iteration 104Q (171385.210000 sec): 3 clusters
  Score: Raw -1932551.962190 + Penalty 3259.201531 = -1929292.760659
  nChanged 128
		SP:Iteration 105Q (171385.470000 sec): 3 clusters
  Score: Raw -1932572.631957 + Penalty 3259.201531 = -1929313.430426
  nChanged 127
		SP:Iteration 106Q (171385.740000 sec): 3 clusters
  Score: Raw -1932596.320769 + Penalty 3259.201531 = -1929337.119238
  nChanged 138
		SP:Iteration 107Q (171386.010000 sec): 3 clusters
  Score: Raw -1932622.121404 + Penalty 3259.201531 = -1929362.919873
  nChanged 149
		SP:Iteration 108Q (171386.240000 sec): 3 clusters
  Score: Raw -1932650.577085 + Penalty 3259.201531 = -1929391.375554
  nChanged 156
		SP:Iteration 109Q (171386.530000 sec): 3 clusters
  Score: Raw -1932679.324942 + Penalty 3259.201531 = -1929420.123411
  nChanged 137
		SP:Iteration 110Q (171386.790000 sec): 3 clusters
  Score: Raw -1932705.949051 + Penalty 3259.201531 = -1929446.747520
  nChanged 152
		SP:Iteration 111Q (171387.070000 sec): 3 clusters
  Score: Raw -1932739.680432 + Penalty 3259.201531 = -1929480.478901
  nChanged 162
		SP:Iteration 112Q (171387.350000 sec): 3 clusters
  Score: Raw -1932777.212196 + Penalty 3259.201531 = -1929518.010665
  nChanged 178
		SP:Iteration 113Q (171387.620000 sec): 3 clusters
  Score: Raw -1932818.861500 + Penalty 3259.201531 = -1929559.659969
  nChanged 178
		SP:Iteration 114Q (171387.890000 sec): 3 clusters
  Score: Raw -1932859.350398 + Penalty 3259.201531 = -1929600.148867
  nChanged 167
		SP:Iteration 115Q (171388.210000 sec): 3 clusters
  Score: Raw -1932908.209991 + Penalty 3259.201531 = -1929649.008460
  nChanged 201
		SP:Iteration 116Q (171388.510000 sec): 3 clusters
  Score: Raw -1932971.718581 + Penalty 3259.201531 = -1929712.517050
  nChanged 216
		SP:Iteration 117Q (171388.750000 sec): 3 clusters
  Score: Raw -1933041.649453 + Penalty 3259.201531 = -1929782.447922
  nChanged 228
		SP:Iteration 118Q (171389.070000 sec): 3 clusters
  Score: Raw -1933125.196509 + Penalty 3259.201531 = -1929865.994978
  nChanged 211
		SP:Iteration 119Q (171389.310000 sec): 3 clusters
  Score: Raw -1933201.819553 + Penalty 3259.201531 = -1929942.618022
  nChanged 202
		SP:Iteration 120F (171389.610000 sec): 3 clusters
  Score: Raw -1933269.436198 + Penalty 3259.201531 = -1930010.234667
  nChanged 189
		SP:Iteration 121Q (171389.840000 sec): 3 clusters
  Score: Raw -1933330.379596 + Penalty 3259.201531 = -1930071.178065
  nChanged 149
		SP:Iteration 122Q (171390.150000 sec): 3 clusters
  Score: Raw -1933374.843472 + Penalty 3259.201531 = -1930115.641941
  nChanged 125
		SP:Iteration 123Q (171390.410000 sec): 3 clusters
  Score: Raw -1933415.665413 + Penalty 3259.201531 = -1930156.463882
  nChanged 134
		SP:Iteration 124Q (171390.690000 sec): 3 clusters
  Score: Raw -1933461.877959 + Penalty 3259.201531 = -1930202.676428
  nChanged 133
		SP:Iteration 125Q (171391.000000 sec): 3 clusters
  Score: Raw -1933514.917644 + Penalty 3259.201531 = -1930255.716113
  nChanged 130
		SP:Iteration 126Q (171391.340000 sec): 3 clusters
  Score: Raw -1933567.135408 + Penalty 3259.201531 = -1930307.933877
  nChanged 109
		SP:Iteration 127Q (171391.570000 sec): 3 clusters
  Score: Raw -1933606.063787 + Penalty 3259.201531 = -1930346.862256
  nChanged 92
		SP:Iteration 128Q (171391.900000 sec): 3 clusters
  Score: Raw -1933640.507951 + Penalty 3259.201531 = -1930381.306420
  nChanged 86
		SP:Iteration 129Q (171392.080000 sec): 3 clusters
  Score: Raw -1933678.542726 + Penalty 3259.201531 = -1930419.341195
  nChanged 94
		SP:Iteration 130Q (171392.280000 sec): 3 clusters
  Score: Raw -1933721.566651 + Penalty 3259.201531 = -1930462.365120
  nChanged 90
		SP:Iteration 131Q (171392.570000 sec): 3 clusters
  Score: Raw -1933760.666943 + Penalty 3259.201531 = -1930501.465412
  nChanged 79
		SP:Iteration 132Q (171392.750000 sec): 3 clusters
  Score: Raw -1933796.898260 + Penalty 3259.201531 = -1930537.696729
  nChanged 59
		SP:Iteration 133Q (171393.010000 sec): 3 clusters
  Score: Raw -1933821.462910 + Penalty 3259.201531 = -1930562.261379
  nChanged 56
		SP:Iteration 134Q (171393.250000 sec): 3 clusters
  Score: Raw -1933846.325171 + Penalty 3259.201531 = -1930587.123640
  nChanged 42
		SP:Iteration 135Q (171393.530000 sec): 3 clusters
  Score: Raw -1933863.935054 + Penalty 3259.201531 = -1930604.733523
  nChanged 42
		SP:Iteration 136Q (171393.750000 sec): 3 clusters
  Score: Raw -1933881.412404 + Penalty 3259.201531 = -1930622.210873
  nChanged 29
		SP:Iteration 137Q (171394.020000 sec): 3 clusters
  Score: Raw -1933891.362468 + Penalty 3259.201531 = -1930632.160937
  nChanged 22
		SP:Iteration 138Q (171394.310000 sec): 3 clusters
  Score: Raw -1933903.595656 + Penalty 3259.201531 = -1930644.394125
  nChanged 25
		SP:Iteration 139Q (171394.580000 sec): 3 clusters
  Score: Raw -1933914.433234 + Penalty 3259.201531 = -1930655.231703
  nChanged 14
		SP:Iteration 140F (171394.880000 sec): 3 clusters
  Score: Raw -1933919.027351 + Penalty 3259.201531 = -1930659.825820
  nChanged 12
		SP:Iteration 141Q (171395.180000 sec): 3 clusters
  Score: Raw -1933924.653580 + Penalty 3259.201531 = -1930665.452049
  nChanged 11
		SP:Iteration 142Q (171395.420000 sec): 3 clusters
  Score: Raw -1933928.414444 + Penalty 3259.201531 = -1930669.212913
  nChanged 9
		SP:Iteration 143Q (171395.690000 sec): 3 clusters
  Score: Raw -1933932.533503 + Penalty 3259.201531 = -1930673.331972
  nChanged 7
		SP:Iteration 144Q (171395.960000 sec): 3 clusters
  Score: Raw -1933934.660934 + Penalty 3259.201531 = -1930675.459403
  nChanged 9
		SP:Iteration 145Q (171396.240000 sec): 3 clusters
  Score: Raw -1933938.263151 + Penalty 3259.201531 = -1930679.061620
  nChanged 9
		SP:Iteration 146Q (171396.560000 sec): 3 clusters
  Score: Raw -1933942.575686 + Penalty 3259.201531 = -1930683.374155
  nChanged 16
		SP:Iteration 147Q (171396.830000 sec): 3 clusters
  Score: Raw -1933950.179361 + Penalty 3259.201531 = -1930690.977830
  nChanged 12
		SP:Iteration 148Q (171397.100000 sec): 3 clusters
  Score: Raw -1933955.234910 + Penalty 3259.201531 = -1930696.033379
  nChanged 9
		SP:Iteration 149Q (171397.360000 sec): 3 clusters
  Score: Raw -1933959.682556 + Penalty 3259.201531 = -1930700.481025
  nChanged 11
		SP:Iteration 150Q (171397.630000 sec): 3 clusters
  Score: Raw -1933964.278135 + Penalty 3259.201531 = -1930705.076604
  nChanged 6
		SP:Iteration 151Q (171397.870000 sec): 3 clusters
  Score: Raw -1933967.150885 + Penalty 3259.201531 = -1930707.949354
  nChanged 9
		SP:Iteration 152Q (171398.170000 sec): 3 clusters
  Score: Raw -1933972.795945 + Penalty 3259.201531 = -1930713.594414
  nChanged 8
		SP:Iteration 153Q (171398.390000 sec): 3 clusters
  Score: Raw -1933975.481603 + Penalty 3259.201531 = -1930716.280072
  nChanged 5
		SP:Iteration 154Q (171398.690000 sec): 3 clusters
  Score: Raw -1933977.705635 + Penalty 3259.201531 = -1930718.504104
  nChanged 2
		SP:Iteration 155Q (171398.960000 sec): 3 clusters
  Score: Raw -1933978.464634 + Penalty 3259.201531 = -1930719.263103
  nChanged 0
		SP:Iteration 156F (171399.190000 sec): 3 clusters
  Score: Raw -1933978.464634 + Penalty 3259.201531 = -1930719.263103
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 37 (3075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171399.300000 sec): 2 clusters
  Score: Raw -253255.250679 + Penalty 1305.047279 = -251950.203400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171399.500000 sec): 3 clusters
  Score: Raw -251804.488061 + Penalty 2610.094559 = -249194.393502
  nChanged 1201
		SP:Iteration 1F (171399.680000 sec): 3 clusters
  Score: Raw -252546.332174 + Penalty 2610.094559 = -249936.237616
  nChanged 252
		SP:Iteration 2F (171399.900000 sec): 3 clusters
  Score: Raw -252736.912504 + Penalty 2610.094559 = -250126.817946
  nChanged 183
		SP:Iteration 3F (171400.080000 sec): 3 clusters
  Score: Raw -252871.188849 + Penalty 2610.094559 = -250261.094290
  nChanged 146
		SP:Iteration 4Q (171400.280000 sec): 3 clusters
  Score: Raw -252996.346686 + Penalty 2610.094559 = -250386.252128
  nChanged 152
		SP:Iteration 5Q (171400.500000 sec): 3 clusters
  Score: Raw -253130.745016 + Penalty 2610.094559 = -250520.650458
  nChanged 145
		SP:Iteration 6Q (171400.670000 sec): 3 clusters
  Score: Raw -253240.545180 + Penalty 2610.094559 = -250630.450621
  nChanged 123
		SP:Iteration 7Q (171400.880000 sec): 3 clusters
  Score: Raw -253328.658792 + Penalty 2610.094559 = -250718.564233
  nChanged 108
		SP:Iteration 8Q (171401.060000 sec): 3 clusters
  Score: Raw -253412.303346 + Penalty 2610.094559 = -250802.208787
  nChanged 107
		SP:Iteration 9Q (171401.240000 sec): 3 clusters
  Score: Raw -253489.493841 + Penalty 2610.094559 = -250879.399282
  nChanged 83
		SP:Iteration 10Q (171401.450000 sec): 3 clusters
  Score: Raw -253543.852585 + Penalty 2610.094559 = -250933.758026
  nChanged 65
		SP:Iteration 11Q (171401.640000 sec): 3 clusters
  Score: Raw -253573.639561 + Penalty 2610.094559 = -250963.545002
  nChanged 33
		SP:Iteration 12Q (171401.790000 sec): 3 clusters
  Score: Raw -253588.776994 + Penalty 2610.094559 = -250978.682435
  nChanged 36
		SP:Iteration 13Q (171401.980000 sec): 3 clusters
  Score: Raw -253604.043959 + Penalty 2610.094559 = -250993.949401
  nChanged 17
		SP:Iteration 14Q (171402.210000 sec): 3 clusters
  Score: Raw -253610.195312 + Penalty 2610.094559 = -251000.100753
  nChanged 12
		SP:Iteration 15Q (171402.410000 sec): 3 clusters
  Score: Raw -253614.054215 + Penalty 2610.094559 = -251003.959656
  nChanged 5
		SP:Iteration 16Q (171402.610000 sec): 3 clusters
  Score: Raw -253615.243245 + Penalty 2610.094559 = -251005.148686
  nChanged 6
		SP:Iteration 17Q (171402.790000 sec): 3 clusters
  Score: Raw -253618.130084 + Penalty 2610.094559 = -251008.035526
  nChanged 4
		SP:Iteration 18Q (171402.950000 sec): 3 clusters
  Score: Raw -253619.330373 + Penalty 2610.094559 = -251009.235814
  nChanged 3
		SP:Iteration 19Q (171403.130000 sec): 3 clusters
  Score: Raw -253619.895570 + Penalty 2610.094559 = -251009.801011
  nChanged 1
		SP:Iteration 20F (171403.270000 sec): 3 clusters
  Score: Raw -253620.123691 + Penalty 2610.094559 = -251010.029133
  nChanged 2
		SP:Iteration 21Q (171403.460000 sec): 3 clusters
  Score: Raw -253620.519997 + Penalty 2610.094559 = -251010.425439
  nChanged 1
		SP:Iteration 22Q (171403.690000 sec): 3 clusters
  Score: Raw -253620.639314 + Penalty 2610.094559 = -251010.544756
  nChanged 1
		SP:Iteration 23Q (171403.870000 sec): 3 clusters
  Score: Raw -253620.851380 + Penalty 2610.094559 = -251010.756821
  nChanged 1
		SP:Iteration 24Q (171404.050000 sec): 3 clusters
  Score: Raw -253621.096405 + Penalty 2610.094559 = -251011.001847
  nChanged 2
		SP:Iteration 25Q (171404.230000 sec): 3 clusters
  Score: Raw -253621.534888 + Penalty 2610.094559 = -251011.440330
  nChanged 1
		SP:Iteration 26Q (171404.390000 sec): 3 clusters
  Score: Raw -253621.860954 + Penalty 2610.094559 = -251011.766395
  nChanged 1
		SP:Iteration 27Q (171404.570000 sec): 3 clusters
  Score: Raw -253622.286846 + Penalty 2610.094559 = -251012.192288
  nChanged 1
		SP:Iteration 28Q (171404.770000 sec): 3 clusters
  Score: Raw -253622.542735 + Penalty 2610.094559 = -251012.448176
  nChanged 1
		SP:Iteration 29Q (171404.960000 sec): 3 clusters
  Score: Raw -253622.844122 + Penalty 2610.094559 = -251012.749563
  nChanged 0
		SP:Iteration 30F (171405.150000 sec): 3 clusters
  Score: Raw -253622.844122 + Penalty 2610.094559 = -251012.749563
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 38 (44781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171405.480000 sec): 2 clusters
  Score: Raw -4232636.598705 + Penalty 1740.300123 = -4230896.298581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171405.860000 sec): 3 clusters
  Score: Raw -4204307.481593 + Penalty 3480.600247 = -4200826.881346
  nChanged 20859
		SP:Iteration 1F (171406.240000 sec): 3 clusters
  Score: Raw -4216005.214563 + Penalty 3480.600247 = -4212524.614316
  nChanged 1727
		SP:Iteration 2Q (171406.640000 sec): 3 clusters
  Score: Raw -4216557.956893 + Penalty 3480.600247 = -4213077.356646
  nChanged 1896
		SP:Iteration 3Q (171407.080000 sec): 3 clusters
  Score: Raw -4217310.546005 + Penalty 3480.600247 = -4213829.945758
  nChanged 2268
		SP:Iteration 4F (171407.400000 sec): 3 clusters
  Score: Raw -4218511.418429 + Penalty 3480.600247 = -4215030.818182
  nChanged 2961
		SP:Iteration 5F (171407.800000 sec): 3 clusters
  Score: Raw -4220518.119578 + Penalty 3480.600247 = -4217037.519331
  nChanged 3633
		SP:Iteration 6F (171408.150000 sec): 3 clusters
  Score: Raw -4223511.212796 + Penalty 3480.600247 = -4220030.612549
  nChanged 3835
		SP:Iteration 7F (171408.540000 sec): 3 clusters
  Score: Raw -4227126.012590 + Penalty 3480.600247 = -4223645.412343
  nChanged 3036
		SP:Iteration 8F (171408.890000 sec): 3 clusters
  Score: Raw -4230149.167247 + Penalty 3480.600247 = -4226668.567001
  nChanged 1757
		SP:Iteration 9Q (171409.250000 sec): 3 clusters
  Score: Raw -4231866.503680 + Penalty 3480.600247 = -4228385.903433
  nChanged 625
		SP:Iteration 10Q (171409.630000 sec): 3 clusters
  Score: Raw -4232451.169095 + Penalty 3480.600247 = -4228970.568848
  nChanged 166
		SP:Iteration 11Q (171410.030000 sec): 3 clusters
  Score: Raw -4232644.514434 + Penalty 3480.600247 = -4229163.914187
  nChanged 66
		SP:Iteration 12Q (171410.390000 sec): 3 clusters
  Score: Raw -4232736.145584 + Penalty 3480.600247 = -4229255.545337
  nChanged 34
		SP:Iteration 13Q (171410.710000 sec): 3 clusters
  Score: Raw -4232797.831421 + Penalty 3480.600247 = -4229317.231174
  nChanged 9
		SP:Iteration 14Q (171411.050000 sec): 3 clusters
  Score: Raw -4232820.467703 + Penalty 3480.600247 = -4229339.867456
  nChanged 4
		SP:Iteration 15Q (171411.450000 sec): 3 clusters
  Score: Raw -4232831.669418 + Penalty 3480.600247 = -4229351.069171
  nChanged 2
		SP:Iteration 16Q (171411.760000 sec): 3 clusters
  Score: Raw -4232837.235761 + Penalty 3480.600247 = -4229356.635514
  nChanged 2
		SP:Iteration 17Q (171412.130000 sec): 3 clusters
  Score: Raw -4232841.279432 + Penalty 3480.600247 = -4229360.679185
  nChanged 0
		SP:Iteration 18F (171412.510000 sec): 3 clusters
  Score: Raw -4232841.279432 + Penalty 3480.600247 = -4229360.679185
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 39 (9039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171412.650000 sec): 2 clusters
  Score: Raw -741191.530144 + Penalty 1480.261872 = -739711.268272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171412.870000 sec): 3 clusters
  Score: Raw -736105.102191 + Penalty 2960.523744 = -733144.578447
  nChanged 3866
		SP:Iteration 1F (171413.100000 sec): 3 clusters
  Score: Raw -738164.607176 + Penalty 2960.523744 = -735204.083432
  nChanged 584
		SP:Iteration 2F (171413.290000 sec): 3 clusters
  Score: Raw -738424.926056 + Penalty 2960.523744 = -735464.402312
  nChanged 472
		SP:Iteration 3F (171413.520000 sec): 3 clusters
  Score: Raw -738626.879263 + Penalty 2960.523744 = -735666.355519
  nChanged 429
		SP:Iteration 4Q (171413.730000 sec): 3 clusters
  Score: Raw -738823.424048 + Penalty 2960.523744 = -735862.900304
  nChanged 428
		SP:Iteration 5Q (171413.980000 sec): 3 clusters
  Score: Raw -739051.825958 + Penalty 2960.523744 = -736091.302214
  nChanged 438
		SP:Iteration 6Q (171414.210000 sec): 3 clusters
  Score: Raw -739311.773117 + Penalty 2960.523744 = -736351.249373
  nChanged 477
		SP:Iteration 7F (171414.410000 sec): 3 clusters
  Score: Raw -739644.715684 + Penalty 2960.523744 = -736684.191940
  nChanged 492
		SP:Iteration 8F (171414.620000 sec): 3 clusters
  Score: Raw -740017.185916 + Penalty 2960.523744 = -737056.662172
  nChanged 473
		SP:Iteration 9F (171414.860000 sec): 3 clusters
  Score: Raw -740409.474174 + Penalty 2960.523744 = -737448.950430
  nChanged 400
		SP:Iteration 10Q (171415.040000 sec): 3 clusters
  Score: Raw -740761.690584 + Penalty 2960.523744 = -737801.166840
  nChanged 297
		SP:Iteration 11Q (171415.240000 sec): 3 clusters
  Score: Raw -741027.023766 + Penalty 2960.523744 = -738066.500022
  nChanged 187
		SP:Iteration 12Q (171415.490000 sec): 3 clusters
  Score: Raw -741195.762220 + Penalty 2960.523744 = -738235.238476
  nChanged 120
		SP:Iteration 13Q (171415.690000 sec): 3 clusters
  Score: Raw -741310.205095 + Penalty 2960.523744 = -738349.681351
  nChanged 68
		SP:Iteration 14Q (171415.870000 sec): 3 clusters
  Score: Raw -741381.419687 + Penalty 2960.523744 = -738420.895943
  nChanged 40
		SP:Iteration 15Q (171416.080000 sec): 3 clusters
  Score: Raw -741413.054486 + Penalty 2960.523744 = -738452.530742
  nChanged 19
		SP:Iteration 16Q (171416.300000 sec): 3 clusters
  Score: Raw -741431.265669 + Penalty 2960.523744 = -738470.741925
  nChanged 11
		SP:Iteration 17Q (171416.510000 sec): 3 clusters
  Score: Raw -741445.116170 + Penalty 2960.523744 = -738484.592426
  nChanged 8
		SP:Iteration 18Q (171416.720000 sec): 3 clusters
  Score: Raw -741450.741398 + Penalty 2960.523744 = -738490.217653
  nChanged 7
		SP:Iteration 19Q (171416.890000 sec): 3 clusters
  Score: Raw -741456.523025 + Penalty 2960.523744 = -738495.999281
  nChanged 6
		SP:Iteration 20F (171417.120000 sec): 3 clusters
  Score: Raw -741462.725475 + Penalty 2960.523744 = -738502.201731
  nChanged 3
		SP:Iteration 21Q (171417.310000 sec): 3 clusters
  Score: Raw -741464.992802 + Penalty 2960.523744 = -738504.469058
  nChanged 5
		SP:Iteration 22Q (171417.540000 sec): 3 clusters
  Score: Raw -741468.869177 + Penalty 2960.523744 = -738508.345433
  nChanged 1
		SP:Iteration 23Q (171417.760000 sec): 3 clusters
  Score: Raw -741469.695424 + Penalty 2960.523744 = -738509.171680
  nChanged 1
		SP:Iteration 24Q (171417.920000 sec): 3 clusters
  Score: Raw -741470.559153 + Penalty 2960.523744 = -738510.035409
  nChanged 2
		SP:Iteration 25Q (171418.120000 sec): 3 clusters
  Score: Raw -741473.425184 + Penalty 2960.523744 = -738512.901440
  nChanged 2
		SP:Iteration 26Q (171418.350000 sec): 3 clusters
  Score: Raw -741475.541842 + Penalty 2960.523744 = -738515.018098
  nChanged 0
		SP:Iteration 27F (171418.570000 sec): 3 clusters
  Score: Raw -741475.541842 + Penalty 2960.523744 = -738515.018098
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 40 (3276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171418.650000 sec): 2 clusters
  Score: Raw -275890.104947 + Penalty 1315.336497 = -274574.768450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171418.850000 sec): 3 clusters
  Score: Raw -274284.551811 + Penalty 2630.672995 = -271653.878816
  nChanged 1289
		SP:Iteration 1F (171419.040000 sec): 3 clusters
  Score: Raw -275038.154165 + Penalty 2630.672995 = -272407.481171
  nChanged 290
		SP:Iteration 2F (171419.240000 sec): 3 clusters
  Score: Raw -275234.077153 + Penalty 2630.672995 = -272603.404158
  nChanged 198
		SP:Iteration 3F (171419.420000 sec): 3 clusters
  Score: Raw -275366.670571 + Penalty 2630.672995 = -272735.997576
  nChanged 166
		SP:Iteration 4F (171419.600000 sec): 3 clusters
  Score: Raw -275501.213386 + Penalty 2630.672995 = -272870.540392
  nChanged 174
		SP:Iteration 5F (171419.770000 sec): 3 clusters
  Score: Raw -275645.116012 + Penalty 2630.672995 = -273014.443017
  nChanged 158
		SP:Iteration 6Q (171419.970000 sec): 3 clusters
  Score: Raw -275771.139958 + Penalty 2630.672995 = -273140.466964
  nChanged 127
		SP:Iteration 7Q (171420.190000 sec): 3 clusters
  Score: Raw -275861.408652 + Penalty 2630.672995 = -273230.735658
  nChanged 106
		SP:Iteration 8Q (171420.350000 sec): 3 clusters
  Score: Raw -275924.675037 + Penalty 2630.672995 = -273294.002042
  nChanged 70
		SP:Iteration 9Q (171420.560000 sec): 3 clusters
  Score: Raw -275971.969945 + Penalty 2630.672995 = -273341.296951
  nChanged 63
		SP:Iteration 10Q (171420.780000 sec): 3 clusters
  Score: Raw -276016.260618 + Penalty 2630.672995 = -273385.587623
  nChanged 50
		SP:Iteration 11Q (171420.990000 sec): 3 clusters
  Score: Raw -276044.772081 + Penalty 2630.672995 = -273414.099086
  nChanged 28
		SP:Iteration 12Q (171421.150000 sec): 3 clusters
  Score: Raw -276056.230188 + Penalty 2630.672995 = -273425.557193
  nChanged 24
		SP:Iteration 13Q (171421.370000 sec): 3 clusters
  Score: Raw -276067.212770 + Penalty 2630.672995 = -273436.539776
  nChanged 16
		SP:Iteration 14Q (171421.540000 sec): 3 clusters
  Score: Raw -276073.778028 + Penalty 2630.672995 = -273443.105034
  nChanged 14
		SP:Iteration 15Q (171421.750000 sec): 3 clusters
  Score: Raw -276079.905121 + Penalty 2630.672995 = -273449.232127
  nChanged 7
		SP:Iteration 16Q (171421.980000 sec): 3 clusters
  Score: Raw -276083.730976 + Penalty 2630.672995 = -273453.057981
  nChanged 11
		SP:Iteration 17Q (171422.150000 sec): 3 clusters
  Score: Raw -276088.439230 + Penalty 2630.672995 = -273457.766236
  nChanged 8
		SP:Iteration 18Q (171422.330000 sec): 3 clusters
  Score: Raw -276092.599786 + Penalty 2630.672995 = -273461.926791
  nChanged 8
		SP:Iteration 19Q (171422.540000 sec): 3 clusters
  Score: Raw -276096.289567 + Penalty 2630.672995 = -273465.616573
  nChanged 7
		SP:Iteration 20F (171422.760000 sec): 3 clusters
  Score: Raw -276099.463161 + Penalty 2630.672995 = -273468.790167
  nChanged 3
		SP:Iteration 21Q (171422.950000 sec): 3 clusters
  Score: Raw -276100.415826 + Penalty 2630.672995 = -273469.742832
  nChanged 3
		SP:Iteration 22Q (171423.120000 sec): 3 clusters
  Score: Raw -276101.831401 + Penalty 2630.672995 = -273471.158406
  nChanged 6
		SP:Iteration 23Q (171423.350000 sec): 3 clusters
  Score: Raw -276103.704623 + Penalty 2630.672995 = -273473.031628
  nChanged 0
		SP:Iteration 24F (171423.560000 sec): 3 clusters
  Score: Raw -276103.704623 + Penalty 2630.672995 = -273473.031628
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 41 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171423.640000 sec): 2 clusters
  Score: Raw -17017.454684 + Penalty 897.886103 = -16119.568582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171423.870000 sec): 3 clusters
  Score: Raw -17125.645029 + Penalty 1795.772205 = -15329.872824
  nChanged 42
		SP:Iteration 1F (171424.060000 sec): 3 clusters
  Score: Raw -17249.416470 + Penalty 1795.772205 = -15453.644265
  nChanged 10
		SP:Iteration 2Q (171424.260000 sec): 3 clusters
  Score: Raw -17282.117037 + Penalty 1795.772205 = -15486.344831
  nChanged 7
		SP:Iteration 3Q (171424.440000 sec): 3 clusters
  Score: Raw -17303.906603 + Penalty 1795.772205 = -15508.134398
  nChanged 3
		SP:Iteration 4Q (171424.600000 sec): 3 clusters
  Score: Raw -17309.480678 + Penalty 1795.772205 = -15513.708473
  nChanged 1
		SP:Iteration 5Q (171424.830000 sec): 3 clusters
  Score: Raw -17312.922882 + Penalty 1795.772205 = -15517.150677
  nChanged 0
		SP:Iteration 6F (171424.980000 sec): 3 clusters
  Score: Raw -17312.922882 + Penalty 1795.772205 = -15517.150677
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 42 (3119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171425.140000 sec): 2 clusters
  Score: Raw -223243.197547 + Penalty 1307.356004 = -221935.841543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171425.330000 sec): 3 clusters
  Score: Raw -221842.640785 + Penalty 2614.712008 = -219227.928777
  nChanged 1180
		SP:Iteration 1F (171425.470000 sec): 3 clusters
  Score: Raw -222741.560024 + Penalty 2614.712008 = -220126.848016
  nChanged 322
		SP:Iteration 2F (171425.670000 sec): 3 clusters
  Score: Raw -223069.983010 + Penalty 2614.712008 = -220455.271002
  nChanged 258
		SP:Iteration 3F (171425.890000 sec): 3 clusters
  Score: Raw -223381.539538 + Penalty 2614.712008 = -220766.827530
  nChanged 222
		SP:Iteration 4F (171426.050000 sec): 3 clusters
  Score: Raw -223643.346107 + Penalty 2614.712008 = -221028.634099
  nChanged 176
		SP:Iteration 5F (171426.240000 sec): 3 clusters
  Score: Raw -223792.607338 + Penalty 2614.712008 = -221177.895330
  nChanged 132
		SP:Iteration 6Q (171426.410000 sec): 3 clusters
  Score: Raw -223899.824790 + Penalty 2614.712008 = -221285.112782
  nChanged 96
		SP:Iteration 7Q (171426.590000 sec): 3 clusters
  Score: Raw -223962.908899 + Penalty 2614.712008 = -221348.196892
  nChanged 74
		SP:Iteration 8Q (171426.800000 sec): 3 clusters
  Score: Raw -224003.510828 + Penalty 2614.712008 = -221388.798820
  nChanged 51
		SP:Iteration 9Q (171427.020000 sec): 3 clusters
  Score: Raw -224027.833457 + Penalty 2614.712008 = -221413.121449
  nChanged 46
		SP:Iteration 10Q (171427.160000 sec): 3 clusters
  Score: Raw -224052.879983 + Penalty 2614.712008 = -221438.167975
  nChanged 36
		SP:Iteration 11Q (171427.380000 sec): 3 clusters
  Score: Raw -224066.373139 + Penalty 2614.712008 = -221451.661131
  nChanged 21
		SP:Iteration 12Q (171427.610000 sec): 3 clusters
  Score: Raw -224073.143450 + Penalty 2614.712008 = -221458.431442
  nChanged 12
		SP:Iteration 13Q (171427.770000 sec): 3 clusters
  Score: Raw -224076.845895 + Penalty 2614.712008 = -221462.133887
  nChanged 7
		SP:Iteration 14Q (171427.970000 sec): 3 clusters
  Score: Raw -224080.247519 + Penalty 2614.712008 = -221465.535511
  nChanged 8
		SP:Iteration 15Q (171428.190000 sec): 3 clusters
  Score: Raw -224083.123219 + Penalty 2614.712008 = -221468.411211
  nChanged 10
		SP:Iteration 16Q (171428.390000 sec): 3 clusters
  Score: Raw -224086.364043 + Penalty 2614.712008 = -221471.652035
  nChanged 14
		SP:Iteration 17Q (171428.570000 sec): 3 clusters
  Score: Raw -224090.003971 + Penalty 2614.712008 = -221475.291963
  nChanged 3
		SP:Iteration 18Q (171428.800000 sec): 3 clusters
  Score: Raw -224090.574061 + Penalty 2614.712008 = -221475.862053
  nChanged 2
		SP:Iteration 19Q (171429.010000 sec): 3 clusters
  Score: Raw -224090.841349 + Penalty 2614.712008 = -221476.129342
  nChanged 2
		SP:Iteration 20F (171429.150000 sec): 3 clusters
  Score: Raw -224091.538328 + Penalty 2614.712008 = -221476.826321
  nChanged 5
		SP:Iteration 21Q (171429.350000 sec): 3 clusters
  Score: Raw -224093.793638 + Penalty 2614.712008 = -221479.081630
  nChanged 3
		SP:Iteration 22Q (171429.550000 sec): 3 clusters
  Score: Raw -224096.105969 + Penalty 2614.712008 = -221481.393961
  nChanged 7
		SP:Iteration 23Q (171429.770000 sec): 3 clusters
  Score: Raw -224099.280577 + Penalty 2614.712008 = -221484.568569
  nChanged 7
		SP:Iteration 24Q (171429.950000 sec): 3 clusters
  Score: Raw -224100.999128 + Penalty 2614.712008 = -221486.287120
  nChanged 5
		SP:Iteration 25Q (171430.130000 sec): 3 clusters
  Score: Raw -224101.951982 + Penalty 2614.712008 = -221487.239974
  nChanged 0
		SP:Iteration 26F (171430.320000 sec): 3 clusters
  Score: Raw -224101.951982 + Penalty 2614.712008 = -221487.239974
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 43 (10950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171430.490000 sec): 2 clusters
  Score: Raw -941383.177822 + Penalty 1511.427894 = -939871.749927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171430.720000 sec): 3 clusters
  Score: Raw -935168.472916 + Penalty 3022.855789 = -932145.617127
  nChanged 4749
		SP:Iteration 1F (171430.960000 sec): 3 clusters
  Score: Raw -937758.875299 + Penalty 3022.855789 = -934736.019510
  nChanged 687
		SP:Iteration 2F (171431.180000 sec): 3 clusters
  Score: Raw -938111.436193 + Penalty 3022.855789 = -935088.580404
  nChanged 617
		SP:Iteration 3F (171431.420000 sec): 3 clusters
  Score: Raw -938419.266645 + Penalty 3022.855789 = -935396.410856
  nChanged 557
		SP:Iteration 4F (171431.640000 sec): 3 clusters
  Score: Raw -938713.168432 + Penalty 3022.855789 = -935690.312643
  nChanged 513
		SP:Iteration 5Q (171431.930000 sec): 3 clusters
  Score: Raw -939021.145980 + Penalty 3022.855789 = -935998.290191
  nChanged 483
		SP:Iteration 6Q (171432.080000 sec): 3 clusters
  Score: Raw -939305.765715 + Penalty 3022.855789 = -936282.909926
  nChanged 461
		SP:Iteration 7Q (171432.240000 sec): 3 clusters
  Score: Raw -939573.071802 + Penalty 3022.855789 = -936550.216013
  nChanged 429
		SP:Iteration 8Q (171432.440000 sec): 3 clusters
  Score: Raw -939827.342842 + Penalty 3022.855789 = -936804.487053
  nChanged 409
		SP:Iteration 9Q (171432.660000 sec): 3 clusters
  Score: Raw -940079.012344 + Penalty 3022.855789 = -937056.156555
  nChanged 385
		SP:Iteration 10Q (171432.860000 sec): 3 clusters
  Score: Raw -940324.818611 + Penalty 3022.855789 = -937301.962822
  nChanged 369
		SP:Iteration 11Q (171433.070000 sec): 3 clusters
  Score: Raw -940551.871481 + Penalty 3022.855789 = -937529.015692
  nChanged 318
		SP:Iteration 12Q (171433.250000 sec): 3 clusters
  Score: Raw -940739.835699 + Penalty 3022.855789 = -937716.979910
  nChanged 281
		SP:Iteration 13Q (171433.470000 sec): 3 clusters
  Score: Raw -940894.616290 + Penalty 3022.855789 = -937871.760502
  nChanged 229
		SP:Iteration 14Q (171433.680000 sec): 3 clusters
  Score: Raw -941032.441190 + Penalty 3022.855789 = -938009.585401
  nChanged 216
		SP:Iteration 15Q (171433.920000 sec): 3 clusters
  Score: Raw -941164.182727 + Penalty 3022.855789 = -938141.326938
  nChanged 174
		SP:Iteration 16Q (171434.100000 sec): 3 clusters
  Score: Raw -941264.495778 + Penalty 3022.855789 = -938241.639989
  nChanged 120
		SP:Iteration 17Q (171434.280000 sec): 3 clusters
  Score: Raw -941336.999009 + Penalty 3022.855789 = -938314.143220
  nChanged 95
		SP:Iteration 18Q (171434.490000 sec): 3 clusters
  Score: Raw -941397.320542 + Penalty 3022.855789 = -938374.464753
  nChanged 73
		SP:Iteration 19Q (171434.720000 sec): 3 clusters
  Score: Raw -941448.863866 + Penalty 3022.855789 = -938426.008077
  nChanged 69
		SP:Iteration 20F (171434.940000 sec): 3 clusters
  Score: Raw -941500.611681 + Penalty 3022.855789 = -938477.755892
  nChanged 47
		SP:Iteration 21Q (171435.140000 sec): 3 clusters
  Score: Raw -941532.650945 + Penalty 3022.855789 = -938509.795156
  nChanged 38
		SP:Iteration 22Q (171435.380000 sec): 3 clusters
  Score: Raw -941560.096829 + Penalty 3022.855789 = -938537.241040
  nChanged 27
		SP:Iteration 23Q (171435.560000 sec): 3 clusters
  Score: Raw -941573.850798 + Penalty 3022.855789 = -938550.995009
  nChanged 22
		SP:Iteration 24Q (171435.840000 sec): 3 clusters
  Score: Raw -941584.008333 + Penalty 3022.855789 = -938561.152544
  nChanged 15
		SP:Iteration 25Q (171436.040000 sec): 3 clusters
  Score: Raw -941593.088593 + Penalty 3022.855789 = -938570.232804
  nChanged 11
		SP:Iteration 26Q (171436.250000 sec): 3 clusters
  Score: Raw -941599.689718 + Penalty 3022.855789 = -938576.833929
  nChanged 9
		SP:Iteration 27Q (171436.510000 sec): 3 clusters
  Score: Raw -941603.806018 + Penalty 3022.855789 = -938580.950229
  nChanged 8
		SP:Iteration 28Q (171436.740000 sec): 3 clusters
  Score: Raw -941610.752696 + Penalty 3022.855789 = -938587.896907
  nChanged 10
		SP:Iteration 29Q (171436.960000 sec): 3 clusters
  Score: Raw -941618.100536 + Penalty 3022.855789 = -938595.244747
  nChanged 12
		SP:Iteration 30Q (171437.220000 sec): 3 clusters
  Score: Raw -941626.566197 + Penalty 3022.855789 = -938603.710408
  nChanged 17
		SP:Iteration 31Q (171437.440000 sec): 3 clusters
  Score: Raw -941637.894527 + Penalty 3022.855789 = -938615.038738
  nChanged 12
		SP:Iteration 32Q (171437.630000 sec): 3 clusters
  Score: Raw -941643.878961 + Penalty 3022.855789 = -938621.023172
  nChanged 6
		SP:Iteration 33Q (171437.840000 sec): 3 clusters
  Score: Raw -941647.635976 + Penalty 3022.855789 = -938624.780187
  nChanged 6
		SP:Iteration 34Q (171438.050000 sec): 3 clusters
  Score: Raw -941651.720241 + Penalty 3022.855789 = -938628.864452
  nChanged 6
		SP:Iteration 35Q (171438.270000 sec): 3 clusters
  Score: Raw -941654.248897 + Penalty 3022.855789 = -938631.393108
  nChanged 2
		SP:Iteration 36Q (171438.480000 sec): 3 clusters
  Score: Raw -941655.247969 + Penalty 3022.855789 = -938632.392180
  nChanged 0
		SP:Iteration 37F (171438.730000 sec): 3 clusters
  Score: Raw -941655.247969 + Penalty 3022.855789 = -938632.392180
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 44 (6292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171438.810000 sec): 2 clusters
  Score: Raw -534091.759721 + Penalty 1421.393068 = -532670.366653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171439.040000 sec): 3 clusters
  Score: Raw -530693.193359 + Penalty 2842.786136 = -527850.407223
  nChanged 2585
		SP:Iteration 1F (171439.230000 sec): 3 clusters
  Score: Raw -532119.302046 + Penalty 2842.786136 = -529276.515910
  nChanged 451
		SP:Iteration 2F (171439.430000 sec): 3 clusters
  Score: Raw -532361.429134 + Penalty 2842.786136 = -529518.642998
  nChanged 362
		SP:Iteration 3F (171439.640000 sec): 3 clusters
  Score: Raw -532558.860566 + Penalty 2842.786136 = -529716.074430
  nChanged 323
		SP:Iteration 4F (171439.840000 sec): 3 clusters
  Score: Raw -532764.248160 + Penalty 2842.786136 = -529921.462024
  nChanged 281
		SP:Iteration 5Q (171440.030000 sec): 3 clusters
  Score: Raw -532998.905435 + Penalty 2842.786136 = -530156.119299
  nChanged 317
		SP:Iteration 6F (171440.230000 sec): 3 clusters
  Score: Raw -533379.181745 + Penalty 2842.786136 = -530536.395609
  nChanged 350
		SP:Iteration 7F (171440.410000 sec): 3 clusters
  Score: Raw -533794.162647 + Penalty 2842.786136 = -530951.376512
  nChanged 336
		SP:Iteration 8F (171440.650000 sec): 3 clusters
  Score: Raw -534037.505082 + Penalty 2842.786136 = -531194.718946
  nChanged 256
		SP:Iteration 9Q (171440.830000 sec): 3 clusters
  Score: Raw -534173.286695 + Penalty 2842.786136 = -531330.500559
  nChanged 188
		SP:Iteration 10Q (171441.040000 sec): 3 clusters
  Score: Raw -534263.646376 + Penalty 2842.786136 = -531420.860240
  nChanged 143
		SP:Iteration 11Q (171441.270000 sec): 3 clusters
  Score: Raw -534331.338016 + Penalty 2842.786136 = -531488.551880
  nChanged 124
		SP:Iteration 12Q (171441.440000 sec): 3 clusters
  Score: Raw -534388.600986 + Penalty 2842.786136 = -531545.814850
  nChanged 117
		SP:Iteration 13Q (171441.660000 sec): 3 clusters
  Score: Raw -534444.413021 + Penalty 2842.786136 = -531601.626885
  nChanged 125
		SP:Iteration 14Q (171441.840000 sec): 3 clusters
  Score: Raw -534509.505177 + Penalty 2842.786136 = -531666.719041
  nChanged 114
		SP:Iteration 15Q (171442.030000 sec): 3 clusters
  Score: Raw -534575.381134 + Penalty 2842.786136 = -531732.594998
  nChanged 120
		SP:Iteration 16Q (171442.220000 sec): 3 clusters
  Score: Raw -534636.717713 + Penalty 2842.786136 = -531793.931577
  nChanged 90
		SP:Iteration 17Q (171442.460000 sec): 3 clusters
  Score: Raw -534677.362454 + Penalty 2842.786136 = -531834.576318
  nChanged 79
		SP:Iteration 18Q (171442.670000 sec): 3 clusters
  Score: Raw -534708.128795 + Penalty 2842.786136 = -531865.342659
  nChanged 81
		SP:Iteration 19Q (171442.900000 sec): 3 clusters
  Score: Raw -534750.270469 + Penalty 2842.786136 = -531907.484333
  nChanged 73
		SP:Iteration 20F (171443.110000 sec): 3 clusters
  Score: Raw -534790.209254 + Penalty 2842.786136 = -531947.423118
  nChanged 71
		SP:Iteration 21Q (171443.310000 sec): 3 clusters
  Score: Raw -534823.263302 + Penalty 2842.786136 = -531980.477166
  nChanged 64
		SP:Iteration 22Q (171443.530000 sec): 3 clusters
  Score: Raw -534850.430312 + Penalty 2842.786136 = -532007.644176
  nChanged 55
		SP:Iteration 23Q (171443.710000 sec): 3 clusters
  Score: Raw -534872.344542 + Penalty 2842.786136 = -532029.558407
  nChanged 49
		SP:Iteration 24Q (171443.930000 sec): 3 clusters
  Score: Raw -534896.794764 + Penalty 2842.786136 = -532054.008628
  nChanged 37
		SP:Iteration 25Q (171444.130000 sec): 3 clusters
  Score: Raw -534909.256582 + Penalty 2842.786136 = -532066.470446
  nChanged 33
		SP:Iteration 26Q (171444.330000 sec): 3 clusters
  Score: Raw -534922.443377 + Penalty 2842.786136 = -532079.657241
  nChanged 33
		SP:Iteration 27Q (171444.590000 sec): 3 clusters
  Score: Raw -534932.114833 + Penalty 2842.786136 = -532089.328697
  nChanged 28
		SP:Iteration 28Q (171444.810000 sec): 3 clusters
  Score: Raw -534941.023173 + Penalty 2842.786136 = -532098.237038
  nChanged 27
		SP:Iteration 29Q (171445.040000 sec): 3 clusters
  Score: Raw -534953.580760 + Penalty 2842.786136 = -532110.794625
  nChanged 28
		SP:Iteration 30Q (171445.250000 sec): 3 clusters
  Score: Raw -534965.109743 + Penalty 2842.786136 = -532122.323607
  nChanged 25
		SP:Iteration 31Q (171445.430000 sec): 3 clusters
  Score: Raw -534975.208568 + Penalty 2842.786136 = -532132.422432
  nChanged 31
		SP:Iteration 32Q (171445.660000 sec): 3 clusters
  Score: Raw -534987.284348 + Penalty 2842.786136 = -532144.498212
  nChanged 35
		SP:Iteration 33Q (171445.880000 sec): 3 clusters
  Score: Raw -535002.172284 + Penalty 2842.786136 = -532159.386148
  nChanged 32
		SP:Iteration 34Q (171446.130000 sec): 3 clusters
  Score: Raw -535015.289286 + Penalty 2842.786136 = -532172.503150
  nChanged 35
		SP:Iteration 35Q (171446.330000 sec): 3 clusters
  Score: Raw -535030.559414 + Penalty 2842.786136 = -532187.773278
  nChanged 29
		SP:Iteration 36Q (171446.540000 sec): 3 clusters
  Score: Raw -535045.799164 + Penalty 2842.786136 = -532203.013028
  nChanged 31
		SP:Iteration 37Q (171446.770000 sec): 3 clusters
  Score: Raw -535060.789897 + Penalty 2842.786136 = -532218.003761
  nChanged 24
		SP:Iteration 38Q (171447.030000 sec): 3 clusters
  Score: Raw -535073.068481 + Penalty 2842.786136 = -532230.282345
  nChanged 31
		SP:Iteration 39Q (171447.250000 sec): 3 clusters
  Score: Raw -535090.366182 + Penalty 2842.786136 = -532247.580046
  nChanged 37
		SP:Iteration 40F (171447.460000 sec): 3 clusters
  Score: Raw -535111.706209 + Penalty 2842.786136 = -532268.920073
  nChanged 35
		SP:Iteration 41Q (171447.710000 sec): 3 clusters
  Score: Raw -535134.954130 + Penalty 2842.786136 = -532292.167994
  nChanged 47
		SP:Iteration 42Q (171447.900000 sec): 3 clusters
  Score: Raw -535171.196169 + Penalty 2842.786136 = -532328.410033
  nChanged 42
		SP:Iteration 43Q (171448.140000 sec): 3 clusters
  Score: Raw -535209.371525 + Penalty 2842.786136 = -532366.585389
  nChanged 43
		SP:Iteration 44Q (171448.300000 sec): 3 clusters
  Score: Raw -535239.351974 + Penalty 2842.786136 = -532396.565838
  nChanged 42
		SP:Iteration 45Q (171448.510000 sec): 3 clusters
  Score: Raw -535261.860188 + Penalty 2842.786136 = -532419.074052
  nChanged 34
		SP:Iteration 46Q (171448.710000 sec): 3 clusters
  Score: Raw -535278.495934 + Penalty 2842.786136 = -532435.709798
  nChanged 30
		SP:Iteration 47Q (171448.930000 sec): 3 clusters
  Score: Raw -535297.745903 + Penalty 2842.786136 = -532454.959767
  nChanged 32
		SP:Iteration 48Q (171449.170000 sec): 3 clusters
  Score: Raw -535315.085929 + Penalty 2842.786136 = -532472.299793
  nChanged 21
		SP:Iteration 49Q (171449.350000 sec): 3 clusters
  Score: Raw -535325.226855 + Penalty 2842.786136 = -532482.440719
  nChanged 19
		SP:Iteration 50Q (171449.520000 sec): 3 clusters
  Score: Raw -535336.761874 + Penalty 2842.786136 = -532493.975738
  nChanged 22
		SP:Iteration 51Q (171449.740000 sec): 3 clusters
  Score: Raw -535346.011632 + Penalty 2842.786136 = -532503.225496
  nChanged 15
		SP:Iteration 52Q (171449.950000 sec): 3 clusters
  Score: Raw -535350.340005 + Penalty 2842.786136 = -532507.553869
  nChanged 10
		SP:Iteration 53Q (171450.140000 sec): 3 clusters
  Score: Raw -535354.645223 + Penalty 2842.786136 = -532511.859087
  nChanged 6
		SP:Iteration 54Q (171450.340000 sec): 3 clusters
  Score: Raw -535357.708417 + Penalty 2842.786136 = -532514.922281
  nChanged 5
		SP:Iteration 55Q (171450.570000 sec): 3 clusters
  Score: Raw -535359.725794 + Penalty 2842.786136 = -532516.939658
  nChanged 3
		SP:Iteration 56Q (171450.730000 sec): 3 clusters
  Score: Raw -535360.455053 + Penalty 2842.786136 = -532517.668917
  nChanged 1
		SP:Iteration 57Q (171450.930000 sec): 3 clusters
  Score: Raw -535360.618407 + Penalty 2842.786136 = -532517.832271
  nChanged 0
		SP:Iteration 58F (171451.140000 sec): 3 clusters
  Score: Raw -535360.618407 + Penalty 2842.786136 = -532517.832271
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 45 (422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171451.230000 sec): 2 clusters
  Score: Raw -34308.946549 + Penalty 982.313364 = -33326.633186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171451.430000 sec): 3 clusters
  Score: Raw -34293.333040 + Penalty 1964.626727 = -32328.706313
  nChanged 77
		SP:Iteration 1F (171451.620000 sec): 3 clusters
  Score: Raw -34414.359010 + Penalty 1964.626727 = -32449.732283
  nChanged 15
		SP:Iteration 2Q (171451.800000 sec): 3 clusters
  Score: Raw -34449.547933 + Penalty 1964.626727 = -32484.921206
  nChanged 9
		SP:Iteration 3Q (171451.960000 sec): 3 clusters
  Score: Raw -34473.736744 + Penalty 1964.626727 = -32509.110017
  nChanged 5
		SP:Iteration 4Q (171452.140000 sec): 3 clusters
  Score: Raw -34488.134574 + Penalty 1964.626727 = -32523.507847
  nChanged 3
		SP:Iteration 5Q (171452.300000 sec): 3 clusters
  Score: Raw -34492.882117 + Penalty 1964.626727 = -32528.255390
  nChanged 4
		SP:Iteration 6Q (171452.440000 sec): 3 clusters
  Score: Raw -34502.175979 + Penalty 1964.626727 = -32537.549252
  nChanged 5
		SP:Iteration 7Q (171452.630000 sec): 3 clusters
  Score: Raw -34512.986168 + Penalty 1964.626727 = -32548.359441
  nChanged 1
		SP:Iteration 8Q (171452.780000 sec): 3 clusters
  Score: Raw -34515.059436 + Penalty 1964.626727 = -32550.432709
  nChanged 2
		SP:Iteration 9Q (171452.920000 sec): 3 clusters
  Score: Raw -34519.593122 + Penalty 1964.626727 = -32554.966394
  nChanged 3
		SP:Iteration 10Q (171453.110000 sec): 3 clusters
  Score: Raw -34532.683426 + Penalty 1964.626727 = -32568.056699
  nChanged 2
		SP:Iteration 11Q (171453.260000 sec): 3 clusters
  Score: Raw -34537.839354 + Penalty 1964.626727 = -32573.212627
  nChanged 1
		SP:Iteration 12Q (171453.400000 sec): 3 clusters
  Score: Raw -34540.450784 + Penalty 1964.626727 = -32575.824057
  nChanged 1
		SP:Iteration 13Q (171453.590000 sec): 3 clusters
  Score: Raw -34541.420008 + Penalty 1964.626727 = -32576.793281
  nChanged 1
		SP:Iteration 14Q (171453.740000 sec): 3 clusters
  Score: Raw -34542.405027 + Penalty 1964.626727 = -32577.778300
  nChanged 0
		SP:Iteration 15F (171453.930000 sec): 3 clusters
  Score: Raw -34542.405027 + Penalty 1964.626727 = -32577.778300
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 46 (4622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171454.010000 sec): 2 clusters
  Score: Raw -383797.483797 + Penalty 1371.269704 = -382426.214093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171454.230000 sec): 3 clusters
  Score: Raw -381435.939671 + Penalty 2742.539407 = -378693.400264
  nChanged 1872
		SP:Iteration 1F (171454.430000 sec): 3 clusters
  Score: Raw -382568.323801 + Penalty 2742.539407 = -379825.784394
  nChanged 359
		SP:Iteration 2F (171454.600000 sec): 3 clusters
  Score: Raw -382809.573048 + Penalty 2742.539407 = -380067.033641
  nChanged 304
		SP:Iteration 3F (171454.850000 sec): 3 clusters
  Score: Raw -383026.015895 + Penalty 2742.539407 = -380283.476488
  nChanged 251
		SP:Iteration 4F (171455.030000 sec): 3 clusters
  Score: Raw -383201.519379 + Penalty 2742.539407 = -380458.979972
  nChanged 227
		SP:Iteration 5Q (171455.260000 sec): 3 clusters
  Score: Raw -383359.805009 + Penalty 2742.539407 = -380617.265602
  nChanged 191
		SP:Iteration 6Q (171455.450000 sec): 3 clusters
  Score: Raw -383473.175508 + Penalty 2742.539407 = -380730.636101
  nChanged 159
		SP:Iteration 7Q (171455.690000 sec): 3 clusters
  Score: Raw -383564.401296 + Penalty 2742.539407 = -380821.861889
  nChanged 135
		SP:Iteration 8Q (171455.850000 sec): 3 clusters
  Score: Raw -383636.978268 + Penalty 2742.539407 = -380894.438861
  nChanged 118
		SP:Iteration 9Q (171456.070000 sec): 3 clusters
  Score: Raw -383696.775131 + Penalty 2742.539407 = -380954.235724
  nChanged 98
		SP:Iteration 10Q (171456.250000 sec): 3 clusters
  Score: Raw -383745.557455 + Penalty 2742.539407 = -381003.018048
  nChanged 89
		SP:Iteration 11Q (171456.440000 sec): 3 clusters
  Score: Raw -383787.910822 + Penalty 2742.539407 = -381045.371415
  nChanged 80
		SP:Iteration 12Q (171456.610000 sec): 3 clusters
  Score: Raw -383820.210143 + Penalty 2742.539407 = -381077.670736
  nChanged 59
		SP:Iteration 13Q (171456.790000 sec): 3 clusters
  Score: Raw -383844.398751 + Penalty 2742.539407 = -381101.859344
  nChanged 55
		SP:Iteration 14Q (171457.000000 sec): 3 clusters
  Score: Raw -383870.793451 + Penalty 2742.539407 = -381128.254044
  nChanged 56
		SP:Iteration 15Q (171457.160000 sec): 3 clusters
  Score: Raw -383895.992235 + Penalty 2742.539407 = -381153.452828
  nChanged 49
		SP:Iteration 16Q (171457.370000 sec): 3 clusters
  Score: Raw -383914.228441 + Penalty 2742.539407 = -381171.689034
  nChanged 42
		SP:Iteration 17Q (171457.570000 sec): 3 clusters
  Score: Raw -383928.693231 + Penalty 2742.539407 = -381186.153824
  nChanged 35
		SP:Iteration 18Q (171457.790000 sec): 3 clusters
  Score: Raw -383941.033317 + Penalty 2742.539407 = -381198.493910
  nChanged 30
		SP:Iteration 19Q (171457.940000 sec): 3 clusters
  Score: Raw -383952.169797 + Penalty 2742.539407 = -381209.630390
  nChanged 35
		SP:Iteration 20F (171458.180000 sec): 3 clusters
  Score: Raw -383963.176320 + Penalty 2742.539407 = -381220.636913
  nChanged 25
		SP:Iteration 21Q (171458.370000 sec): 3 clusters
  Score: Raw -383970.872612 + Penalty 2742.539407 = -381228.333205
  nChanged 25
		SP:Iteration 22Q (171458.550000 sec): 3 clusters
  Score: Raw -383978.954852 + Penalty 2742.539407 = -381236.415445
  nChanged 26
		SP:Iteration 23Q (171458.720000 sec): 3 clusters
  Score: Raw -383989.502324 + Penalty 2742.539407 = -381246.962917
  nChanged 23
		SP:Iteration 24Q (171458.880000 sec): 3 clusters
  Score: Raw -383999.069041 + Penalty 2742.539407 = -381256.529634
  nChanged 26
		SP:Iteration 25Q (171459.070000 sec): 3 clusters
  Score: Raw -384007.907143 + Penalty 2742.539407 = -381265.367736
  nChanged 25
		SP:Iteration 26Q (171459.230000 sec): 3 clusters
  Score: Raw -384016.274934 + Penalty 2742.539407 = -381273.735527
  nChanged 16
		SP:Iteration 27Q (171459.400000 sec): 3 clusters
  Score: Raw -384021.980070 + Penalty 2742.539407 = -381279.440663
  nChanged 20
		SP:Iteration 28Q (171459.580000 sec): 3 clusters
  Score: Raw -384027.386716 + Penalty 2742.539407 = -381284.847309
  nChanged 19
		SP:Iteration 29Q (171459.750000 sec): 3 clusters
  Score: Raw -384033.018105 + Penalty 2742.539407 = -381290.478698
  nChanged 15
		SP:Iteration 30Q (171459.940000 sec): 3 clusters
  Score: Raw -384036.510881 + Penalty 2742.539407 = -381293.971474
  nChanged 16
		SP:Iteration 31Q (171460.110000 sec): 3 clusters
  Score: Raw -384040.810792 + Penalty 2742.539407 = -381298.271385
  nChanged 17
		SP:Iteration 32Q (171460.310000 sec): 3 clusters
  Score: Raw -384044.955312 + Penalty 2742.539407 = -381302.415905
  nChanged 23
		SP:Iteration 33Q (171460.470000 sec): 3 clusters
  Score: Raw -384052.272323 + Penalty 2742.539407 = -381309.732916
  nChanged 26
		SP:Iteration 34Q (171460.690000 sec): 3 clusters
  Score: Raw -384061.372446 + Penalty 2742.539407 = -381318.833039
  nChanged 34
		SP:Iteration 35Q (171460.840000 sec): 3 clusters
  Score: Raw -384071.265550 + Penalty 2742.539407 = -381328.726143
  nChanged 31
		SP:Iteration 36Q (171461.040000 sec): 3 clusters
  Score: Raw -384082.069053 + Penalty 2742.539407 = -381339.529646
  nChanged 29
		SP:Iteration 37Q (171461.210000 sec): 3 clusters
  Score: Raw -384091.302892 + Penalty 2742.539407 = -381348.763485
  nChanged 35
		SP:Iteration 38Q (171461.430000 sec): 3 clusters
  Score: Raw -384100.938121 + Penalty 2742.539407 = -381358.398714
  nChanged 29
		SP:Iteration 39Q (171461.630000 sec): 3 clusters
  Score: Raw -384108.993229 + Penalty 2742.539407 = -381366.453822
  nChanged 25
		SP:Iteration 40F (171461.780000 sec): 3 clusters
  Score: Raw -384116.216484 + Penalty 2742.539407 = -381373.677077
  nChanged 24
		SP:Iteration 41Q (171461.970000 sec): 3 clusters
  Score: Raw -384124.816363 + Penalty 2742.539407 = -381382.276956
  nChanged 30
		SP:Iteration 42Q (171462.180000 sec): 3 clusters
  Score: Raw -384133.411545 + Penalty 2742.539407 = -381390.872138
  nChanged 22
		SP:Iteration 43Q (171462.400000 sec): 3 clusters
  Score: Raw -384141.050157 + Penalty 2742.539407 = -381398.510750
  nChanged 25
		SP:Iteration 44Q (171462.570000 sec): 3 clusters
  Score: Raw -384147.116311 + Penalty 2742.539407 = -381404.576904
  nChanged 18
		SP:Iteration 45Q (171462.750000 sec): 3 clusters
  Score: Raw -384152.132789 + Penalty 2742.539407 = -381409.593382
  nChanged 17
		SP:Iteration 46Q (171462.930000 sec): 3 clusters
  Score: Raw -384157.836467 + Penalty 2742.539407 = -381415.297060
  nChanged 17
		SP:Iteration 47Q (171463.150000 sec): 3 clusters
  Score: Raw -384164.081552 + Penalty 2742.539407 = -381421.542145
  nChanged 15
		SP:Iteration 48Q (171463.380000 sec): 3 clusters
  Score: Raw -384168.134886 + Penalty 2742.539407 = -381425.595479
  nChanged 10
		SP:Iteration 49Q (171463.540000 sec): 3 clusters
  Score: Raw -384171.032943 + Penalty 2742.539407 = -381428.493536
  nChanged 14
		SP:Iteration 50Q (171463.750000 sec): 3 clusters
  Score: Raw -384174.438114 + Penalty 2742.539407 = -381431.898707
  nChanged 12
		SP:Iteration 51Q (171463.910000 sec): 3 clusters
  Score: Raw -384177.258295 + Penalty 2742.539407 = -381434.718888
  nChanged 9
		SP:Iteration 52Q (171464.110000 sec): 3 clusters
  Score: Raw -384178.711051 + Penalty 2742.539407 = -381436.171644
  nChanged 4
		SP:Iteration 53Q (171464.270000 sec): 3 clusters
  Score: Raw -384180.009159 + Penalty 2742.539407 = -381437.469752
  nChanged 4
		SP:Iteration 54Q (171464.460000 sec): 3 clusters
  Score: Raw -384181.058612 + Penalty 2742.539407 = -381438.519205
  nChanged 1
		SP:Iteration 55Q (171464.680000 sec): 3 clusters
  Score: Raw -384181.187720 + Penalty 2742.539407 = -381438.648313
  nChanged 0
		SP:Iteration 56F (171464.870000 sec): 3 clusters
  Score: Raw -384181.187720 + Penalty 2742.539407 = -381438.648313
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 47 (3575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171464.960000 sec): 2 clusters
  Score: Raw -286139.786294 + Penalty 1329.529574 = -284810.256720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171465.140000 sec): 3 clusters
  Score: Raw -284410.333491 + Penalty 2659.059148 = -281751.274343
  nChanged 1387
		SP:Iteration 1F (171465.270000 sec): 3 clusters
  Score: Raw -285332.302844 + Penalty 2659.059148 = -282673.243696
  nChanged 319
		SP:Iteration 2F (171465.470000 sec): 3 clusters
  Score: Raw -285570.380100 + Penalty 2659.059148 = -282911.320952
  nChanged 243
		SP:Iteration 3F (171465.700000 sec): 3 clusters
  Score: Raw -285787.206587 + Penalty 2659.059148 = -283128.147439
  nChanged 209
		SP:Iteration 4F (171465.850000 sec): 3 clusters
  Score: Raw -285936.264102 + Penalty 2659.059148 = -283277.204954
  nChanged 161
		SP:Iteration 5Q (171466.050000 sec): 3 clusters
  Score: Raw -286037.683329 + Penalty 2659.059148 = -283378.624181
  nChanged 139
		SP:Iteration 6Q (171466.260000 sec): 3 clusters
  Score: Raw -286117.851170 + Penalty 2659.059148 = -283458.792022
  nChanged 115
		SP:Iteration 7Q (171466.420000 sec): 3 clusters
  Score: Raw -286179.365905 + Penalty 2659.059148 = -283520.306757
  nChanged 98
		SP:Iteration 8Q (171466.600000 sec): 3 clusters
  Score: Raw -286233.616055 + Penalty 2659.059148 = -283574.556907
  nChanged 85
		SP:Iteration 9Q (171466.820000 sec): 3 clusters
  Score: Raw -286278.506186 + Penalty 2659.059148 = -283619.447038
  nChanged 71
		SP:Iteration 10Q (171466.980000 sec): 3 clusters
  Score: Raw -286317.815372 + Penalty 2659.059148 = -283658.756224
  nChanged 75
		SP:Iteration 11Q (171467.210000 sec): 3 clusters
  Score: Raw -286357.061154 + Penalty 2659.059148 = -283698.002006
  nChanged 67
		SP:Iteration 12Q (171467.390000 sec): 3 clusters
  Score: Raw -286394.847323 + Penalty 2659.059148 = -283735.788175
  nChanged 59
		SP:Iteration 13Q (171467.540000 sec): 3 clusters
  Score: Raw -286431.231070 + Penalty 2659.059148 = -283772.171922
  nChanged 62
		SP:Iteration 14Q (171467.700000 sec): 3 clusters
  Score: Raw -286464.771657 + Penalty 2659.059148 = -283805.712509
  nChanged 58
		SP:Iteration 15Q (171467.870000 sec): 3 clusters
  Score: Raw -286493.798234 + Penalty 2659.059148 = -283834.739086
  nChanged 43
		SP:Iteration 16Q (171468.040000 sec): 3 clusters
  Score: Raw -286515.632234 + Penalty 2659.059148 = -283856.573086
  nChanged 37
		SP:Iteration 17Q (171468.230000 sec): 3 clusters
  Score: Raw -286532.554346 + Penalty 2659.059148 = -283873.495198
  nChanged 38
		SP:Iteration 18Q (171468.390000 sec): 3 clusters
  Score: Raw -286551.003834 + Penalty 2659.059148 = -283891.944686
  nChanged 30
		SP:Iteration 19Q (171468.570000 sec): 3 clusters
  Score: Raw -286563.910699 + Penalty 2659.059148 = -283904.851551
  nChanged 27
		SP:Iteration 20F (171468.760000 sec): 3 clusters
  Score: Raw -286575.613676 + Penalty 2659.059148 = -283916.554529
  nChanged 29
		SP:Iteration 21Q (171468.930000 sec): 3 clusters
  Score: Raw -286590.228950 + Penalty 2659.059148 = -283931.169803
  nChanged 25
		SP:Iteration 22Q (171469.110000 sec): 3 clusters
  Score: Raw -286603.551302 + Penalty 2659.059148 = -283944.492154
  nChanged 23
		SP:Iteration 23Q (171469.330000 sec): 3 clusters
  Score: Raw -286614.573594 + Penalty 2659.059148 = -283955.514446
  nChanged 13
		SP:Iteration 24Q (171469.500000 sec): 3 clusters
  Score: Raw -286620.212867 + Penalty 2659.059148 = -283961.153719
  nChanged 14
		SP:Iteration 25Q (171469.710000 sec): 3 clusters
  Score: Raw -286629.297671 + Penalty 2659.059148 = -283970.238523
  nChanged 14
		SP:Iteration 26Q (171469.850000 sec): 3 clusters
  Score: Raw -286635.681431 + Penalty 2659.059148 = -283976.622283
  nChanged 8
		SP:Iteration 27Q (171470.060000 sec): 3 clusters
  Score: Raw -286639.843796 + Penalty 2659.059148 = -283980.784648
  nChanged 7
		SP:Iteration 28Q (171470.220000 sec): 3 clusters
  Score: Raw -286644.147680 + Penalty 2659.059148 = -283985.088532
  nChanged 8
		SP:Iteration 29Q (171470.410000 sec): 3 clusters
  Score: Raw -286649.089076 + Penalty 2659.059148 = -283990.029928
  nChanged 5
		SP:Iteration 30Q (171470.590000 sec): 3 clusters
  Score: Raw -286651.630373 + Penalty 2659.059148 = -283992.571225
  nChanged 3
		SP:Iteration 31Q (171470.760000 sec): 3 clusters
  Score: Raw -286652.779589 + Penalty 2659.059148 = -283993.720441
  nChanged 0
		SP:Iteration 32F (171470.940000 sec): 3 clusters
  Score: Raw -286652.779589 + Penalty 2659.059148 = -283993.720441
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 48 (15143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171471.090000 sec): 2 clusters
  Score: Raw -1340611.968476 + Penalty 1564.110219 = -1339047.858256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171471.300000 sec): 3 clusters
  Score: Raw -1331659.303132 + Penalty 3128.220439 = -1328531.082693
  nChanged 6800
		SP:Iteration 1F (171471.550000 sec): 3 clusters
  Score: Raw -1335461.847225 + Penalty 3128.220439 = -1332333.626786
  nChanged 852
		SP:Iteration 2F (171471.770000 sec): 3 clusters
  Score: Raw -1335816.795510 + Penalty 3128.220439 = -1332688.575071
  nChanged 797
		SP:Iteration 3F (171472.010000 sec): 3 clusters
  Score: Raw -1336212.434953 + Penalty 3128.220439 = -1333084.214515
  nChanged 775
		SP:Iteration 4F (171472.280000 sec): 3 clusters
  Score: Raw -1336615.621741 + Penalty 3128.220439 = -1333487.401303
  nChanged 806
		SP:Iteration 5F (171472.510000 sec): 3 clusters
  Score: Raw -1337077.821958 + Penalty 3128.220439 = -1333949.601519
  nChanged 836
		SP:Iteration 6F (171472.740000 sec): 3 clusters
  Score: Raw -1337614.914342 + Penalty 3128.220439 = -1334486.693903
  nChanged 874
		SP:Iteration 7F (171472.960000 sec): 3 clusters
  Score: Raw -1338268.447923 + Penalty 3128.220439 = -1335140.227484
  nChanged 834
		SP:Iteration 8F (171473.230000 sec): 3 clusters
  Score: Raw -1339067.527044 + Penalty 3128.220439 = -1335939.306605
  nChanged 754
		SP:Iteration 9Q (171473.490000 sec): 3 clusters
  Score: Raw -1339848.817620 + Penalty 3128.220439 = -1336720.597181
  nChanged 577
		SP:Iteration 10Q (171473.700000 sec): 3 clusters
  Score: Raw -1340460.141370 + Penalty 3128.220439 = -1337331.920931
  nChanged 431
		SP:Iteration 11Q (171473.930000 sec): 3 clusters
  Score: Raw -1340791.311503 + Penalty 3128.220439 = -1337663.091064
  nChanged 282
		SP:Iteration 12Q (171474.160000 sec): 3 clusters
  Score: Raw -1340948.455149 + Penalty 3128.220439 = -1337820.234710
  nChanged 195
		SP:Iteration 13Q (171474.390000 sec): 3 clusters
  Score: Raw -1341040.929500 + Penalty 3128.220439 = -1337912.709061
  nChanged 133
		SP:Iteration 14Q (171474.620000 sec): 3 clusters
  Score: Raw -1341088.166230 + Penalty 3128.220439 = -1337959.945791
  nChanged 113
		SP:Iteration 15Q (171474.870000 sec): 3 clusters
  Score: Raw -1341125.701679 + Penalty 3128.220439 = -1337997.481240
  nChanged 94
		SP:Iteration 16Q (171475.130000 sec): 3 clusters
  Score: Raw -1341156.815630 + Penalty 3128.220439 = -1338028.595191
  nChanged 94
		SP:Iteration 17Q (171475.350000 sec): 3 clusters
  Score: Raw -1341186.632616 + Penalty 3128.220439 = -1338058.412177
  nChanged 92
		SP:Iteration 18Q (171475.600000 sec): 3 clusters
  Score: Raw -1341216.294331 + Penalty 3128.220439 = -1338088.073893
  nChanged 84
		SP:Iteration 19Q (171475.820000 sec): 3 clusters
  Score: Raw -1341241.431648 + Penalty 3128.220439 = -1338113.211209
  nChanged 72
		SP:Iteration 20F (171476.030000 sec): 3 clusters
  Score: Raw -1341262.692021 + Penalty 3128.220439 = -1338134.471582
  nChanged 51
		SP:Iteration 21Q (171476.290000 sec): 3 clusters
  Score: Raw -1341276.269296 + Penalty 3128.220439 = -1338148.048857
  nChanged 38
		SP:Iteration 22Q (171476.520000 sec): 3 clusters
  Score: Raw -1341285.194604 + Penalty 3128.220439 = -1338156.974165
  nChanged 35
		SP:Iteration 23Q (171476.710000 sec): 3 clusters
  Score: Raw -1341294.105692 + Penalty 3128.220439 = -1338165.885254
  nChanged 44
		SP:Iteration 24Q (171476.930000 sec): 3 clusters
  Score: Raw -1341304.570834 + Penalty 3128.220439 = -1338176.350395
  nChanged 36
		SP:Iteration 25Q (171477.180000 sec): 3 clusters
  Score: Raw -1341314.249470 + Penalty 3128.220439 = -1338186.029031
  nChanged 30
		SP:Iteration 26Q (171477.420000 sec): 3 clusters
  Score: Raw -1341324.193775 + Penalty 3128.220439 = -1338195.973336
  nChanged 36
		SP:Iteration 27Q (171477.630000 sec): 3 clusters
  Score: Raw -1341333.749774 + Penalty 3128.220439 = -1338205.529335
  nChanged 32
		SP:Iteration 28Q (171477.860000 sec): 3 clusters
  Score: Raw -1341341.837154 + Penalty 3128.220439 = -1338213.616715
  nChanged 28
		SP:Iteration 29Q (171478.100000 sec): 3 clusters
  Score: Raw -1341347.786065 + Penalty 3128.220439 = -1338219.565626
  nChanged 25
		SP:Iteration 30Q (171478.330000 sec): 3 clusters
  Score: Raw -1341354.600739 + Penalty 3128.220439 = -1338226.380300
  nChanged 23
		SP:Iteration 31Q (171478.570000 sec): 3 clusters
  Score: Raw -1341361.110651 + Penalty 3128.220439 = -1338232.890213
  nChanged 26
		SP:Iteration 32Q (171478.840000 sec): 3 clusters
  Score: Raw -1341367.969835 + Penalty 3128.220439 = -1338239.749396
  nChanged 21
		SP:Iteration 33Q (171479.040000 sec): 3 clusters
  Score: Raw -1341372.591891 + Penalty 3128.220439 = -1338244.371452
  nChanged 16
		SP:Iteration 34Q (171479.250000 sec): 3 clusters
  Score: Raw -1341375.898408 + Penalty 3128.220439 = -1338247.677969
  nChanged 9
		SP:Iteration 35Q (171479.510000 sec): 3 clusters
  Score: Raw -1341377.826653 + Penalty 3128.220439 = -1338249.606214
  nChanged 7
		SP:Iteration 36Q (171479.730000 sec): 3 clusters
  Score: Raw -1341380.236469 + Penalty 3128.220439 = -1338252.016030
  nChanged 9
		SP:Iteration 37Q (171479.980000 sec): 3 clusters
  Score: Raw -1341382.886472 + Penalty 3128.220439 = -1338254.666033
  nChanged 13
		SP:Iteration 38Q (171480.220000 sec): 3 clusters
  Score: Raw -1341385.638812 + Penalty 3128.220439 = -1338257.418373
  nChanged 15
		SP:Iteration 39Q (171480.450000 sec): 3 clusters
  Score: Raw -1341389.914435 + Penalty 3128.220439 = -1338261.693996
  nChanged 17
		SP:Iteration 40F (171480.660000 sec): 3 clusters
  Score: Raw -1341393.736473 + Penalty 3128.220439 = -1338265.516035
  nChanged 15
		SP:Iteration 41Q (171480.920000 sec): 3 clusters
  Score: Raw -1341396.044034 + Penalty 3128.220439 = -1338267.823595
  nChanged 9
		SP:Iteration 42Q (171481.150000 sec): 3 clusters
  Score: Raw -1341398.474808 + Penalty 3128.220439 = -1338270.254369
  nChanged 7
		SP:Iteration 43Q (171481.380000 sec): 3 clusters
  Score: Raw -1341400.735169 + Penalty 3128.220439 = -1338272.514730
  nChanged 12
		SP:Iteration 44Q (171481.610000 sec): 3 clusters
  Score: Raw -1341403.524376 + Penalty 3128.220439 = -1338275.303937
  nChanged 12
		SP:Iteration 45Q (171481.820000 sec): 3 clusters
  Score: Raw -1341406.553702 + Penalty 3128.220439 = -1338278.333263
  nChanged 11
		SP:Iteration 46Q (171482.040000 sec): 3 clusters
  Score: Raw -1341410.184943 + Penalty 3128.220439 = -1338281.964504
  nChanged 15
		SP:Iteration 47Q (171482.310000 sec): 3 clusters
  Score: Raw -1341414.642887 + Penalty 3128.220439 = -1338286.422448
  nChanged 9
		SP:Iteration 48Q (171482.540000 sec): 3 clusters
  Score: Raw -1341417.312679 + Penalty 3128.220439 = -1338289.092240
  nChanged 15
		SP:Iteration 49Q (171482.710000 sec): 3 clusters
  Score: Raw -1341422.096011 + Penalty 3128.220439 = -1338293.875572
  nChanged 14
		SP:Iteration 50Q (171482.940000 sec): 3 clusters
  Score: Raw -1341427.200594 + Penalty 3128.220439 = -1338298.980155
  nChanged 17
		SP:Iteration 51Q (171483.170000 sec): 3 clusters
  Score: Raw -1341432.736995 + Penalty 3128.220439 = -1338304.516556
  nChanged 15
		SP:Iteration 52Q (171483.410000 sec): 3 clusters
  Score: Raw -1341435.834963 + Penalty 3128.220439 = -1338307.614524
  nChanged 14
		SP:Iteration 53Q (171483.650000 sec): 3 clusters
  Score: Raw -1341440.624695 + Penalty 3128.220439 = -1338312.404256
  nChanged 15
		SP:Iteration 54Q (171483.850000 sec): 3 clusters
  Score: Raw -1341443.799657 + Penalty 3128.220439 = -1338315.579219
  nChanged 12
		SP:Iteration 55Q (171484.070000 sec): 3 clusters
  Score: Raw -1341447.144272 + Penalty 3128.220439 = -1338318.923833
  nChanged 9
		SP:Iteration 56Q (171484.290000 sec): 3 clusters
  Score: Raw -1341449.533244 + Penalty 3128.220439 = -1338321.312805
  nChanged 9
		SP:Iteration 57Q (171484.550000 sec): 3 clusters
  Score: Raw -1341451.989540 + Penalty 3128.220439 = -1338323.769101
  nChanged 5
		SP:Iteration 58Q (171484.770000 sec): 3 clusters
  Score: Raw -1341453.562933 + Penalty 3128.220439 = -1338325.342494
  nChanged 7
		SP:Iteration 59Q (171484.950000 sec): 3 clusters
  Score: Raw -1341455.190354 + Penalty 3128.220439 = -1338326.969915
  nChanged 5
		SP:Iteration 60F (171485.180000 sec): 3 clusters
  Score: Raw -1341456.095429 + Penalty 3128.220439 = -1338327.874991
  nChanged 6
		SP:Iteration 61Q (171485.440000 sec): 3 clusters
  Score: Raw -1341457.859634 + Penalty 3128.220439 = -1338329.639195
  nChanged 8
		SP:Iteration 62Q (171485.650000 sec): 3 clusters
  Score: Raw -1341461.124410 + Penalty 3128.220439 = -1338332.903972
  nChanged 12
		SP:Iteration 63Q (171485.900000 sec): 3 clusters
  Score: Raw -1341464.265826 + Penalty 3128.220439 = -1338336.045387
  nChanged 11
		SP:Iteration 64Q (171486.110000 sec): 3 clusters
  Score: Raw -1341467.575134 + Penalty 3128.220439 = -1338339.354695
  nChanged 9
		SP:Iteration 65Q (171486.370000 sec): 3 clusters
  Score: Raw -1341470.032469 + Penalty 3128.220439 = -1338341.812030
  nChanged 10
		SP:Iteration 66Q (171486.590000 sec): 3 clusters
  Score: Raw -1341472.934597 + Penalty 3128.220439 = -1338344.714158
  nChanged 15
		SP:Iteration 67Q (171486.800000 sec): 3 clusters
  Score: Raw -1341477.367444 + Penalty 3128.220439 = -1338349.147006
  nChanged 14
		SP:Iteration 68Q (171487.000000 sec): 3 clusters
  Score: Raw -1341483.766470 + Penalty 3128.220439 = -1338355.546031
  nChanged 19
		SP:Iteration 69Q (171487.260000 sec): 3 clusters
  Score: Raw -1341491.661640 + Penalty 3128.220439 = -1338363.441201
  nChanged 16
		SP:Iteration 70Q (171487.490000 sec): 3 clusters
  Score: Raw -1341497.971442 + Penalty 3128.220439 = -1338369.751004
  nChanged 13
		SP:Iteration 71Q (171487.690000 sec): 3 clusters
  Score: Raw -1341502.849718 + Penalty 3128.220439 = -1338374.629279
  nChanged 13
		SP:Iteration 72Q (171487.960000 sec): 3 clusters
  Score: Raw -1341507.337571 + Penalty 3128.220439 = -1338379.117132
  nChanged 14
		SP:Iteration 73Q (171488.190000 sec): 3 clusters
  Score: Raw -1341512.086188 + Penalty 3128.220439 = -1338383.865749
  nChanged 14
		SP:Iteration 74Q (171488.380000 sec): 3 clusters
  Score: Raw -1341516.044491 + Penalty 3128.220439 = -1338387.824052
  nChanged 11
		SP:Iteration 75Q (171488.610000 sec): 3 clusters
  Score: Raw -1341520.534969 + Penalty 3128.220439 = -1338392.314531
  nChanged 14
		SP:Iteration 76Q (171488.870000 sec): 3 clusters
  Score: Raw -1341524.408461 + Penalty 3128.220439 = -1338396.188022
  nChanged 6
		SP:Iteration 77Q (171489.080000 sec): 3 clusters
  Score: Raw -1341527.200456 + Penalty 3128.220439 = -1338398.980017
  nChanged 10
		SP:Iteration 78Q (171489.320000 sec): 3 clusters
  Score: Raw -1341529.961601 + Penalty 3128.220439 = -1338401.741163
  nChanged 7
		SP:Iteration 79Q (171489.540000 sec): 3 clusters
  Score: Raw -1341532.061160 + Penalty 3128.220439 = -1338403.840721
  nChanged 8
		SP:Iteration 80F (171489.800000 sec): 3 clusters
  Score: Raw -1341534.771854 + Penalty 3128.220439 = -1338406.551415
  nChanged 8
		SP:Iteration 81Q (171490.000000 sec): 3 clusters
  Score: Raw -1341536.966600 + Penalty 3128.220439 = -1338408.746162
  nChanged 6
		SP:Iteration 82Q (171490.260000 sec): 3 clusters
  Score: Raw -1341538.449116 + Penalty 3128.220439 = -1338410.228677
  nChanged 3
		SP:Iteration 83Q (171490.470000 sec): 3 clusters
  Score: Raw -1341539.108254 + Penalty 3128.220439 = -1338410.887816
  nChanged 2
		SP:Iteration 84Q (171490.670000 sec): 3 clusters
  Score: Raw -1341539.341116 + Penalty 3128.220439 = -1338411.120678
  nChanged 1
		SP:Iteration 85Q (171490.880000 sec): 3 clusters
  Score: Raw -1341539.602303 + Penalty 3128.220439 = -1338411.381864
  nChanged 1
		SP:Iteration 86Q (171491.160000 sec): 3 clusters
  Score: Raw -1341539.890801 + Penalty 3128.220439 = -1338411.670362
  nChanged 1
		SP:Iteration 87Q (171491.380000 sec): 3 clusters
  Score: Raw -1341540.411767 + Penalty 3128.220439 = -1338412.191328
  nChanged 2
		SP:Iteration 88Q (171491.580000 sec): 3 clusters
  Score: Raw -1341540.893826 + Penalty 3128.220439 = -1338412.673387
  nChanged 3
		SP:Iteration 89Q (171491.780000 sec): 3 clusters
  Score: Raw -1341541.385337 + Penalty 3128.220439 = -1338413.164898
  nChanged 1
		SP:Iteration 90Q (171491.990000 sec): 3 clusters
  Score: Raw -1341541.697894 + Penalty 3128.220439 = -1338413.477455
  nChanged 1
		SP:Iteration 91Q (171492.240000 sec): 3 clusters
  Score: Raw -1341541.998130 + Penalty 3128.220439 = -1338413.777691
  nChanged 1
		SP:Iteration 92Q (171492.470000 sec): 3 clusters
  Score: Raw -1341542.327863 + Penalty 3128.220439 = -1338414.107424
  nChanged 0
		SP:Iteration 93F (171492.690000 sec): 3 clusters
  Score: Raw -1341542.327863 + Penalty 3128.220439 = -1338414.107424
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 49 (340812 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171494.130000 sec): 2 clusters
  Score: Raw -29592191.231040 + Penalty 2070.101521 = -29590121.129518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171495.820000 sec): 3 clusters
  Score: Raw -29364246.103688 + Penalty 4140.203042 = -29360105.900645
  nChanged 166599
		SP:Iteration 1F (171497.490000 sec): 3 clusters
  Score: Raw -29464299.486463 + Penalty 4140.203042 = -29460159.283420
  nChanged 9256
		SP:Iteration 2Q (171499.270000 sec): 3 clusters
  Score: Raw -29466350.452994 + Penalty 4140.203042 = -29462210.249952
  nChanged 10391
		SP:Iteration 3Q (171501.110000 sec): 3 clusters
  Score: Raw -29469144.798769 + Penalty 4140.203042 = -29465004.595726
  nChanged 12075
		SP:Iteration 4Q (171502.940000 sec): 3 clusters
  Score: Raw -29473209.805593 + Penalty 4140.203042 = -29469069.602550
  nChanged 14160
		SP:Iteration 5Q (171504.900000 sec): 3 clusters
  Score: Raw -29479310.435161 + Penalty 4140.203042 = -29475170.232118
  nChanged 17018
		SP:Iteration 6Q (171506.790000 sec): 3 clusters
  Score: Raw -29488778.237544 + Penalty 4140.203042 = -29484638.034502
  nChanged 19954
		SP:Iteration 7F (171508.450000 sec): 3 clusters
  Score: Raw -29502298.749701 + Penalty 4140.203042 = -29498158.546658
  nChanged 21904
		SP:Iteration 8F (171510.190000 sec): 3 clusters
  Score: Raw -29517927.452431 + Penalty 4140.203042 = -29513787.249389
  nChanged 20069
		SP:Iteration 9F (171511.880000 sec): 3 clusters
  Score: Raw -29529176.517031 + Penalty 4140.203042 = -29525036.313988
  nChanged 13994
		SP:Iteration 10Q (171513.700000 sec): 3 clusters
  Score: Raw -29533573.286830 + Penalty 4140.203042 = -29529433.083787
  nChanged 7638
		SP:Iteration 11Q (171515.460000 sec): 3 clusters
  Score: Raw -29534839.897948 + Penalty 4140.203042 = -29530699.694906
  nChanged 3950
		SP:Iteration 12Q (171517.090000 sec): 3 clusters
  Score: Raw -29535272.055699 + Penalty 4140.203042 = -29531131.852656
  nChanged 2573
		SP:Iteration 13Q (171518.870000 sec): 3 clusters
  Score: Raw -29535518.818263 + Penalty 4140.203042 = -29531378.615221
  nChanged 2021
		SP:Iteration 14Q (171520.830000 sec): 3 clusters
  Score: Raw -29535704.191228 + Penalty 4140.203042 = -29531563.988185
  nChanged 1792
		SP:Iteration 15Q (171522.780000 sec): 3 clusters
  Score: Raw -29535865.581495 + Penalty 4140.203042 = -29531725.378452
  nChanged 1746
		SP:Iteration 16Q (171524.590000 sec): 3 clusters
  Score: Raw -29536022.376362 + Penalty 4140.203042 = -29531882.173320
  nChanged 1746
		SP:Iteration 17Q (171526.230000 sec): 3 clusters
  Score: Raw -29536178.547714 + Penalty 4140.203042 = -29532038.344672
  nChanged 1786
		SP:Iteration 18Q (171528.000000 sec): 3 clusters
  Score: Raw -29536337.219655 + Penalty 4140.203042 = -29532197.016613
  nChanged 1752
		SP:Iteration 19Q (171529.800000 sec): 3 clusters
  Score: Raw -29536493.543942 + Penalty 4140.203042 = -29532353.340899
  nChanged 1777
		SP:Iteration 20F (171531.380000 sec): 3 clusters
  Score: Raw -29536662.799302 + Penalty 4140.203042 = -29532522.596259
  nChanged 1866
		SP:Iteration 21Q (171533.130000 sec): 3 clusters
  Score: Raw -29536844.543482 + Penalty 4140.203042 = -29532704.340439
  nChanged 1900
		SP:Iteration 22Q (171534.860000 sec): 3 clusters
  Score: Raw -29537049.183071 + Penalty 4140.203042 = -29532908.980029
  nChanged 2115
		SP:Iteration 23Q (171536.590000 sec): 3 clusters
  Score: Raw -29537292.678712 + Penalty 4140.203042 = -29533152.475669
  nChanged 2166
		SP:Iteration 24Q (171538.360000 sec): 3 clusters
  Score: Raw -29537557.544290 + Penalty 4140.203042 = -29533417.341247
  nChanged 2364
		SP:Iteration 25Q (171540.120000 sec): 3 clusters
  Score: Raw -29537866.919699 + Penalty 4140.203042 = -29533726.716657
  nChanged 2497
		SP:Iteration 26Q (171542.090000 sec): 3 clusters
  Score: Raw -29538222.025279 + Penalty 4140.203042 = -29534081.822236
  nChanged 2735
		SP:Iteration 27Q (171543.810000 sec): 3 clusters
  Score: Raw -29538647.100066 + Penalty 4140.203042 = -29534506.897023
  nChanged 2943
		SP:Iteration 28Q (171545.560000 sec): 3 clusters
  Score: Raw -29539156.357646 + Penalty 4140.203042 = -29535016.154604
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		SP:Iteration 29Q (171547.150000 sec): 3 clusters
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		SP:Iteration 30Q (171548.910000 sec): 3 clusters
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		SP:Iteration 32Q (171552.400000 sec): 3 clusters
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  Score: Raw -29546213.397312 + Penalty 4140.203042 = -29542073.194270
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		SP:Iteration 48Q (171579.880000 sec): 3 clusters
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		SP:Iteration 49Q (171581.530000 sec): 3 clusters
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  Score: Raw -29577502.026187 + Penalty 4140.203042 = -29573361.823145
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  Score: Raw -29580025.073720 + Penalty 4140.203042 = -29575884.870677
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		SP:Iteration 53Q (171587.850000 sec): 3 clusters
  Score: Raw -29581162.242915 + Penalty 4140.203042 = -29577022.039873
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		SP:Iteration 60F (171598.560000 sec): 3 clusters
  Score: Raw -29586467.223265 + Penalty 4140.203042 = -29582327.020222
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  Score: Raw -29587011.420068 + Penalty 4140.203042 = -29582871.217026
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  Score: Raw -29587497.612093 + Penalty 4140.203042 = -29583357.409050
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		SP:Iteration 129Q (171703.140000 sec): 3 clusters
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		SP:Iteration 130Q (171704.610000 sec): 3 clusters
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  nChanged 28
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		SP:Iteration 139Q (171717.800000 sec): 3 clusters
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  nChanged 20
		SP:Iteration 145Q (171727.060000 sec): 3 clusters
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  nChanged 17
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		SP:Iteration 147Q (171730.100000 sec): 3 clusters
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		SP:Iteration 148Q (171731.590000 sec): 3 clusters
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		SP:Iteration 149Q (171733.220000 sec): 3 clusters
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  nChanged 7
		SP:Iteration 150Q (171734.670000 sec): 3 clusters
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		SP:Iteration 151Q (171736.200000 sec): 3 clusters
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  nChanged 9
		SP:Iteration 152Q (171737.530000 sec): 3 clusters
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  nChanged 7
		SP:Iteration 153Q (171739.030000 sec): 3 clusters
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  nChanged 11
		SP:Iteration 154Q (171740.740000 sec): 3 clusters
  Score: Raw -29592619.978146 + Penalty 4140.203042 = -29588479.775104
  nChanged 11
		SP:Iteration 155Q (171742.210000 sec): 3 clusters
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  nChanged 11
		SP:Iteration 156Q (171743.680000 sec): 3 clusters
  Score: Raw -29592625.124892 + Penalty 4140.203042 = -29588484.921849
  nChanged 13
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  Score: Raw -29592628.897389 + Penalty 4140.203042 = -29588488.694346
  nChanged 8
		SP:Iteration 158Q (171746.740000 sec): 3 clusters
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  nChanged 7
		SP:Iteration 159Q (171748.280000 sec): 3 clusters
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  nChanged 5
		SP:Iteration 160F (171749.810000 sec): 3 clusters
  Score: Raw -29592635.033627 + Penalty 4140.203042 = -29588494.830585
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		SP:Iteration 161Q (171751.290000 sec): 3 clusters
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  nChanged 7
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  nChanged 7
		SP:Iteration 163Q (171754.090000 sec): 3 clusters
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  nChanged 4
		SP:Iteration 164Q (171755.520000 sec): 3 clusters
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  nChanged 3
		SP:Iteration 165Q (171756.860000 sec): 3 clusters
  Score: Raw -29592643.115004 + Penalty 4140.203042 = -29588502.911961
  nChanged 2
		SP:Iteration 166Q (171758.300000 sec): 3 clusters
  Score: Raw -29592643.337630 + Penalty 4140.203042 = -29588503.134588
  nChanged 2
		SP:Iteration 167Q (171759.930000 sec): 3 clusters
  Score: Raw -29592643.609543 + Penalty 4140.203042 = -29588503.406500
  nChanged 1
		SP:Iteration 168Q (171761.370000 sec): 3 clusters
  Score: Raw -29592644.152384 + Penalty 4140.203042 = -29588503.949342
  nChanged 2
		SP:Iteration 169Q (171762.850000 sec): 3 clusters
  Score: Raw -29592644.833990 + Penalty 4140.203042 = -29588504.630948
  nChanged 4
		SP:Iteration 170Q (171764.370000 sec): 3 clusters
  Score: Raw -29592645.837992 + Penalty 4140.203042 = -29588505.634949
  nChanged 3
		SP:Iteration 171Q (171765.910000 sec): 3 clusters
  Score: Raw -29592646.980198 + Penalty 4140.203042 = -29588506.777155
  nChanged 3
		SP:Iteration 172Q (171767.570000 sec): 3 clusters
  Score: Raw -29592647.707783 + Penalty 4140.203042 = -29588507.504740
  nChanged 2
		SP:Iteration 173Q (171769.430000 sec): 3 clusters
  Score: Raw -29592648.077586 + Penalty 4140.203042 = -29588507.874544
  nChanged 1
		SP:Iteration 174Q (171770.780000 sec): 3 clusters
  Score: Raw -29592648.342020 + Penalty 4140.203042 = -29588508.138978
  nChanged 1
		SP:Iteration 175Q (171772.160000 sec): 3 clusters
  Score: Raw -29592648.496967 + Penalty 4140.203042 = -29588508.293924
  nChanged 0
		SP:Iteration 176F (171773.670000 sec): 3 clusters
  Score: Raw -29592648.496967 + Penalty 4140.203042 = -29588508.293924
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 50 (7516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171773.910000 sec): 2 clusters
  Score: Raw -576079.263233 + Penalty 1450.278271 = -574628.984962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171774.110000 sec): 3 clusters
  Score: Raw -571981.145541 + Penalty 2900.556542 = -569080.588999
  nChanged 3158
		SP:Iteration 1F (171774.270000 sec): 3 clusters
  Score: Raw -573873.219258 + Penalty 2900.556542 = -570972.662715
  nChanged 583
		SP:Iteration 2F (171774.480000 sec): 3 clusters
  Score: Raw -574293.463662 + Penalty 2900.556542 = -571392.907120
  nChanged 524
		SP:Iteration 3F (171774.650000 sec): 3 clusters
  Score: Raw -574656.304791 + Penalty 2900.556542 = -571755.748249
  nChanged 494
		SP:Iteration 4F (171774.850000 sec): 3 clusters
  Score: Raw -574985.837631 + Penalty 2900.556542 = -572085.281088
  nChanged 427
		SP:Iteration 5F (171775.020000 sec): 3 clusters
  Score: Raw -575266.770288 + Penalty 2900.556542 = -572366.213746
  nChanged 348
		SP:Iteration 6Q (171775.240000 sec): 3 clusters
  Score: Raw -575485.765974 + Penalty 2900.556542 = -572585.209432
  nChanged 273
		SP:Iteration 7Q (171775.430000 sec): 3 clusters
  Score: Raw -575646.747203 + Penalty 2900.556542 = -572746.190661
  nChanged 228
		SP:Iteration 8Q (171775.660000 sec): 3 clusters
  Score: Raw -575783.463906 + Penalty 2900.556542 = -572882.907364
  nChanged 197
		SP:Iteration 9Q (171775.880000 sec): 3 clusters
  Score: Raw -575902.439391 + Penalty 2900.556542 = -573001.882849
  nChanged 171
		SP:Iteration 10Q (171776.100000 sec): 3 clusters
  Score: Raw -576024.596804 + Penalty 2900.556542 = -573124.040262
  nChanged 146
		SP:Iteration 11Q (171776.290000 sec): 3 clusters
  Score: Raw -576115.803436 + Penalty 2900.556542 = -573215.246894
  nChanged 126
		SP:Iteration 12Q (171776.560000 sec): 3 clusters
  Score: Raw -576190.079686 + Penalty 2900.556542 = -573289.523144
  nChanged 111
		SP:Iteration 13Q (171776.730000 sec): 3 clusters
  Score: Raw -576249.660356 + Penalty 2900.556542 = -573349.103814
  nChanged 92
		SP:Iteration 14Q (171776.950000 sec): 3 clusters
  Score: Raw -576289.508054 + Penalty 2900.556542 = -573388.951512
  nChanged 73
		SP:Iteration 15Q (171777.130000 sec): 3 clusters
  Score: Raw -576327.132038 + Penalty 2900.556542 = -573426.575496
  nChanged 61
		SP:Iteration 16Q (171777.360000 sec): 3 clusters
  Score: Raw -576362.940249 + Penalty 2900.556542 = -573462.383707
  nChanged 68
		SP:Iteration 17Q (171777.530000 sec): 3 clusters
  Score: Raw -576396.208122 + Penalty 2900.556542 = -573495.651580
  nChanged 61
		SP:Iteration 18Q (171777.750000 sec): 3 clusters
  Score: Raw -576427.185431 + Penalty 2900.556542 = -573526.628889
  nChanged 44
		SP:Iteration 19Q (171777.940000 sec): 3 clusters
  Score: Raw -576445.682779 + Penalty 2900.556542 = -573545.126237
  nChanged 33
		SP:Iteration 20F (171778.180000 sec): 3 clusters
  Score: Raw -576460.529472 + Penalty 2900.556542 = -573559.972929
  nChanged 33
		SP:Iteration 21Q (171778.340000 sec): 3 clusters
  Score: Raw -576478.278987 + Penalty 2900.556542 = -573577.722444
  nChanged 25
		SP:Iteration 22Q (171778.510000 sec): 3 clusters
  Score: Raw -576495.220200 + Penalty 2900.556542 = -573594.663657
  nChanged 21
		SP:Iteration 23Q (171778.680000 sec): 3 clusters
  Score: Raw -576509.942062 + Penalty 2900.556542 = -573609.385520
  nChanged 23
		SP:Iteration 24Q (171778.870000 sec): 3 clusters
  Score: Raw -576519.978105 + Penalty 2900.556542 = -573619.421563
  nChanged 19
		SP:Iteration 25Q (171779.030000 sec): 3 clusters
  Score: Raw -576527.994095 + Penalty 2900.556542 = -573627.437553
  nChanged 17
		SP:Iteration 26Q (171779.230000 sec): 3 clusters
  Score: Raw -576534.202358 + Penalty 2900.556542 = -573633.645815
  nChanged 16
		SP:Iteration 27Q (171779.400000 sec): 3 clusters
  Score: Raw -576539.135736 + Penalty 2900.556542 = -573638.579194
  nChanged 9
		SP:Iteration 28Q (171779.620000 sec): 3 clusters
  Score: Raw -576542.940469 + Penalty 2900.556542 = -573642.383926
  nChanged 10
		SP:Iteration 29Q (171779.810000 sec): 3 clusters
  Score: Raw -576545.822430 + Penalty 2900.556542 = -573645.265888
  nChanged 6
		SP:Iteration 30Q (171780.010000 sec): 3 clusters
  Score: Raw -576547.143131 + Penalty 2900.556542 = -573646.586589
  nChanged 4
		SP:Iteration 31Q (171780.220000 sec): 3 clusters
  Score: Raw -576548.058540 + Penalty 2900.556542 = -573647.501998
  nChanged 6
		SP:Iteration 32Q (171780.440000 sec): 3 clusters
  Score: Raw -576549.706178 + Penalty 2900.556542 = -573649.149636
  nChanged 0
		SP:Iteration 33F (171780.650000 sec): 3 clusters
  Score: Raw -576549.706178 + Penalty 2900.556542 = -573649.149636
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 51 (6855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171780.720000 sec): 2 clusters
  Score: Raw -573603.674663 + Penalty 1435.319209 = -572168.355454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171780.910000 sec): 3 clusters
  Score: Raw -569928.035078 + Penalty 2870.638417 = -567057.396661
  nChanged 2849
		SP:Iteration 1F (171781.070000 sec): 3 clusters
  Score: Raw -571488.684541 + Penalty 2870.638417 = -568618.046124
  nChanged 465
		SP:Iteration 2F (171781.270000 sec): 3 clusters
  Score: Raw -571721.166396 + Penalty 2870.638417 = -568850.527979
  nChanged 364
		SP:Iteration 3F (171781.410000 sec): 3 clusters
  Score: Raw -571924.396975 + Penalty 2870.638417 = -569053.758558
  nChanged 351
		SP:Iteration 4F (171781.620000 sec): 3 clusters
  Score: Raw -572156.372864 + Penalty 2870.638417 = -569285.734446
  nChanged 345
		SP:Iteration 5F (171781.810000 sec): 3 clusters
  Score: Raw -572391.966548 + Penalty 2870.638417 = -569521.328130
  nChanged 374
		SP:Iteration 6F (171782.050000 sec): 3 clusters
  Score: Raw -572679.726870 + Penalty 2870.638417 = -569809.088452
  nChanged 351
		SP:Iteration 7F (171782.230000 sec): 3 clusters
  Score: Raw -572977.780374 + Penalty 2870.638417 = -570107.141957
  nChanged 337
		SP:Iteration 8Q (171782.380000 sec): 3 clusters
  Score: Raw -573235.591241 + Penalty 2870.638417 = -570364.952824
  nChanged 304
		SP:Iteration 9Q (171782.530000 sec): 3 clusters
  Score: Raw -573437.519758 + Penalty 2870.638417 = -570566.881340
  nChanged 271
		SP:Iteration 10Q (171782.740000 sec): 3 clusters
  Score: Raw -573618.162642 + Penalty 2870.638417 = -570747.524225
  nChanged 256
		SP:Iteration 11Q (171782.930000 sec): 3 clusters
  Score: Raw -573775.683537 + Penalty 2870.638417 = -570905.045119
  nChanged 202
		SP:Iteration 12Q (171783.150000 sec): 3 clusters
  Score: Raw -573889.547948 + Penalty 2870.638417 = -571018.909531
  nChanged 173
		SP:Iteration 13Q (171783.370000 sec): 3 clusters
  Score: Raw -573971.159643 + Penalty 2870.638417 = -571100.521226
  nChanged 141
		SP:Iteration 14Q (171783.520000 sec): 3 clusters
  Score: Raw -574025.787079 + Penalty 2870.638417 = -571155.148662
  nChanged 124
		SP:Iteration 15Q (171783.740000 sec): 3 clusters
  Score: Raw -574075.592083 + Penalty 2870.638417 = -571204.953665
  nChanged 114
		SP:Iteration 16Q (171783.960000 sec): 3 clusters
  Score: Raw -574119.320310 + Penalty 2870.638417 = -571248.681893
  nChanged 87
		SP:Iteration 17Q (171784.160000 sec): 3 clusters
  Score: Raw -574146.233717 + Penalty 2870.638417 = -571275.595300
  nChanged 64
		SP:Iteration 18Q (171784.320000 sec): 3 clusters
  Score: Raw -574166.863769 + Penalty 2870.638417 = -571296.225352
  nChanged 64
		SP:Iteration 19Q (171784.500000 sec): 3 clusters
  Score: Raw -574183.555902 + Penalty 2870.638417 = -571312.917484
  nChanged 46
		SP:Iteration 20F (171784.700000 sec): 3 clusters
  Score: Raw -574196.374395 + Penalty 2870.638417 = -571325.735977
  nChanged 41
		SP:Iteration 21Q (171784.900000 sec): 3 clusters
  Score: Raw -574208.565969 + Penalty 2870.638417 = -571337.927552
  nChanged 44
		SP:Iteration 22Q (171785.130000 sec): 3 clusters
  Score: Raw -574218.615402 + Penalty 2870.638417 = -571347.976985
  nChanged 26
		SP:Iteration 23Q (171785.290000 sec): 3 clusters
  Score: Raw -574224.724331 + Penalty 2870.638417 = -571354.085913
  nChanged 26
		SP:Iteration 24Q (171785.520000 sec): 3 clusters
  Score: Raw -574231.083209 + Penalty 2870.638417 = -571360.444792
  nChanged 26
		SP:Iteration 25Q (171785.700000 sec): 3 clusters
  Score: Raw -574236.678745 + Penalty 2870.638417 = -571366.040327
  nChanged 18
		SP:Iteration 26Q (171785.900000 sec): 3 clusters
  Score: Raw -574240.328236 + Penalty 2870.638417 = -571369.689819
  nChanged 12
		SP:Iteration 27Q (171786.070000 sec): 3 clusters
  Score: Raw -574243.066301 + Penalty 2870.638417 = -571372.427883
  nChanged 10
		SP:Iteration 28Q (171786.270000 sec): 3 clusters
  Score: Raw -574244.703407 + Penalty 2870.638417 = -571374.064989
  nChanged 7
		SP:Iteration 29Q (171786.460000 sec): 3 clusters
  Score: Raw -574246.174933 + Penalty 2870.638417 = -571375.536515
  nChanged 11
		SP:Iteration 30Q (171786.690000 sec): 3 clusters
  Score: Raw -574248.012239 + Penalty 2870.638417 = -571377.373821
  nChanged 5
		SP:Iteration 31Q (171786.880000 sec): 3 clusters
  Score: Raw -574248.597286 + Penalty 2870.638417 = -571377.958869
  nChanged 3
		SP:Iteration 32Q (171787.100000 sec): 3 clusters
  Score: Raw -574249.162831 + Penalty 2870.638417 = -571378.524414
  nChanged 6
		SP:Iteration 33Q (171787.300000 sec): 3 clusters
  Score: Raw -574250.200781 + Penalty 2870.638417 = -571379.562363
  nChanged 3
		SP:Iteration 34Q (171787.510000 sec): 3 clusters
  Score: Raw -574250.710794 + Penalty 2870.638417 = -571380.072377
  nChanged 4
		SP:Iteration 35Q (171787.750000 sec): 3 clusters
  Score: Raw -574251.261203 + Penalty 2870.638417 = -571380.622785
  nChanged 3
		SP:Iteration 36Q (171787.970000 sec): 3 clusters
  Score: Raw -574251.587274 + Penalty 2870.638417 = -571380.948857
  nChanged 3
		SP:Iteration 37Q (171788.160000 sec): 3 clusters
  Score: Raw -574251.916040 + Penalty 2870.638417 = -571381.277623
  nChanged 3
		SP:Iteration 38Q (171788.310000 sec): 3 clusters
  Score: Raw -574252.188683 + Penalty 2870.638417 = -571381.550265
  nChanged 3
		SP:Iteration 39Q (171788.490000 sec): 3 clusters
  Score: Raw -574252.544985 + Penalty 2870.638417 = -571381.906568
  nChanged 0
		SP:Iteration 40F (171788.720000 sec): 3 clusters
  Score: Raw -574252.544985 + Penalty 2870.638417 = -571381.906568
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 52 (861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171788.820000 sec): 2 clusters
  Score: Raw -71679.845971 + Penalty 1098.190357 = -70581.655614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171788.970000 sec): 3 clusters
  Score: Raw -71428.699905 + Penalty 2196.380714 = -69232.319191
  nChanged 249
		SP:Iteration 1F (171789.100000 sec): 3 clusters
  Score: Raw -71678.984900 + Penalty 2196.380714 = -69482.604186
  nChanged 60
		SP:Iteration 2F (171789.220000 sec): 3 clusters
  Score: Raw -71767.648597 + Penalty 2196.380714 = -69571.267883
  nChanged 35
		SP:Iteration 3Q (171789.330000 sec): 3 clusters
  Score: Raw -71817.625348 + Penalty 2196.380714 = -69621.244634
  nChanged 27
		SP:Iteration 4Q (171789.520000 sec): 3 clusters
  Score: Raw -71846.612044 + Penalty 2196.380714 = -69650.231331
  nChanged 24
		SP:Iteration 5Q (171789.660000 sec): 3 clusters
  Score: Raw -71885.409554 + Penalty 2196.380714 = -69689.028840
  nChanged 22
		SP:Iteration 6Q (171789.850000 sec): 3 clusters
  Score: Raw -71917.950878 + Penalty 2196.380714 = -69721.570164
  nChanged 15
		SP:Iteration 7Q (171790.020000 sec): 3 clusters
  Score: Raw -71938.487753 + Penalty 2196.380714 = -69742.107039
  nChanged 16
		SP:Iteration 8Q (171790.200000 sec): 3 clusters
  Score: Raw -71958.340345 + Penalty 2196.380714 = -69761.959631
  nChanged 7
		SP:Iteration 9Q (171790.420000 sec): 3 clusters
  Score: Raw -71966.680497 + Penalty 2196.380714 = -69770.299783
  nChanged 7
		SP:Iteration 10Q (171790.600000 sec): 3 clusters
  Score: Raw -71975.287697 + Penalty 2196.380714 = -69778.906983
  nChanged 7
		SP:Iteration 11Q (171790.750000 sec): 3 clusters
  Score: Raw -71982.675827 + Penalty 2196.380714 = -69786.295113
  nChanged 2
		SP:Iteration 12Q (171790.930000 sec): 3 clusters
  Score: Raw -71984.001112 + Penalty 2196.380714 = -69787.620398
  nChanged 1
		SP:Iteration 13Q (171791.100000 sec): 3 clusters
  Score: Raw -71984.760913 + Penalty 2196.380714 = -69788.380199
  nChanged 1
		SP:Iteration 14Q (171791.230000 sec): 3 clusters
  Score: Raw -71985.050707 + Penalty 2196.380714 = -69788.669993
  nChanged 1
		SP:Iteration 15Q (171791.410000 sec): 3 clusters
  Score: Raw -71985.580454 + Penalty 2196.380714 = -69789.199741
  nChanged 1
		SP:Iteration 16Q (171791.520000 sec): 3 clusters
  Score: Raw -71988.508030 + Penalty 2196.380714 = -69792.127316
  nChanged 2
		SP:Iteration 17Q (171791.710000 sec): 3 clusters
  Score: Raw -71993.589671 + Penalty 2196.380714 = -69797.208957
  nChanged 5
		SP:Iteration 18Q (171791.860000 sec): 3 clusters
  Score: Raw -72001.231475 + Penalty 2196.380714 = -69804.850761
  nChanged 1
		SP:Iteration 19Q (171791.990000 sec): 3 clusters
  Score: Raw -72001.503882 + Penalty 2196.380714 = -69805.123168
  nChanged 1
		SP:Iteration 20F (171792.220000 sec): 3 clusters
  Score: Raw -72001.955532 + Penalty 2196.380714 = -69805.574818
  nChanged 1
		SP:Iteration 21Q (171792.350000 sec): 3 clusters
  Score: Raw -72003.490409 + Penalty 2196.380714 = -69807.109696
  nChanged 1
		SP:Iteration 22Q (171792.520000 sec): 3 clusters
  Score: Raw -72004.344683 + Penalty 2196.380714 = -69807.963969
  nChanged 3
		SP:Iteration 23Q (171792.760000 sec): 3 clusters
  Score: Raw -72008.686269 + Penalty 2196.380714 = -69812.305555
  nChanged 4
		SP:Iteration 24Q (171792.920000 sec): 3 clusters
  Score: Raw -72012.269335 + Penalty 2196.380714 = -69815.888621
  nChanged 6
		SP:Iteration 25Q (171793.090000 sec): 3 clusters
  Score: Raw -72022.225593 + Penalty 2196.380714 = -69825.844880
  nChanged 5
		SP:Iteration 26Q (171793.260000 sec): 3 clusters
  Score: Raw -72028.507783 + Penalty 2196.380714 = -69832.127069
  nChanged 1
		SP:Iteration 27Q (171793.420000 sec): 3 clusters
  Score: Raw -72028.947481 + Penalty 2196.380714 = -69832.566767
  nChanged 0
		SP:Iteration 28F (171793.620000 sec): 3 clusters
  Score: Raw -72028.947481 + Penalty 2196.380714 = -69832.566767
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 53 (3164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171793.700000 sec): 2 clusters
  Score: Raw -233117.422941 + Penalty 1309.683753 = -231807.739188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171793.880000 sec): 3 clusters
  Score: Raw -231634.817541 + Penalty 2619.367507 = -229015.450034
  nChanged 1220
		SP:Iteration 1F (171794.040000 sec): 3 clusters
  Score: Raw -232577.497493 + Penalty 2619.367507 = -229958.129986
  nChanged 340
		SP:Iteration 2F (171794.260000 sec): 3 clusters
  Score: Raw -232974.479007 + Penalty 2619.367507 = -230355.111500
  nChanged 277
		SP:Iteration 3F (171794.430000 sec): 3 clusters
  Score: Raw -233295.554781 + Penalty 2619.367507 = -230676.187274
  nChanged 228
		SP:Iteration 4F (171794.570000 sec): 3 clusters
  Score: Raw -233536.425918 + Penalty 2619.367507 = -230917.058411
  nChanged 171
		SP:Iteration 5F (171794.760000 sec): 3 clusters
  Score: Raw -233696.939393 + Penalty 2619.367507 = -231077.571886
  nChanged 130
		SP:Iteration 6Q (171794.960000 sec): 3 clusters
  Score: Raw -233804.562316 + Penalty 2619.367507 = -231185.194810
  nChanged 105
		SP:Iteration 7Q (171795.100000 sec): 3 clusters
  Score: Raw -233910.495676 + Penalty 2619.367507 = -231291.128170
  nChanged 113
		SP:Iteration 8Q (171795.210000 sec): 3 clusters
  Score: Raw -234015.062237 + Penalty 2619.367507 = -231395.694730
  nChanged 92
		SP:Iteration 9Q (171795.390000 sec): 3 clusters
  Score: Raw -234093.682774 + Penalty 2619.367507 = -231474.315267
  nChanged 68
		SP:Iteration 10Q (171795.600000 sec): 3 clusters
  Score: Raw -234147.167315 + Penalty 2619.367507 = -231527.799808
  nChanged 50
		SP:Iteration 11Q (171795.770000 sec): 3 clusters
  Score: Raw -234175.463244 + Penalty 2619.367507 = -231556.095737
  nChanged 34
		SP:Iteration 12Q (171795.900000 sec): 3 clusters
  Score: Raw -234194.326959 + Penalty 2619.367507 = -231574.959452
  nChanged 19
		SP:Iteration 13Q (171796.140000 sec): 3 clusters
  Score: Raw -234205.005461 + Penalty 2619.367507 = -231585.637954
  nChanged 17
		SP:Iteration 14Q (171796.300000 sec): 3 clusters
  Score: Raw -234209.936943 + Penalty 2619.367507 = -231590.569436
  nChanged 3
		SP:Iteration 15Q (171796.480000 sec): 3 clusters
  Score: Raw -234211.175521 + Penalty 2619.367507 = -231591.808014
  nChanged 3
		SP:Iteration 16Q (171796.660000 sec): 3 clusters
  Score: Raw -234211.753099 + Penalty 2619.367507 = -231592.385592
  nChanged 5
		SP:Iteration 17Q (171796.850000 sec): 3 clusters
  Score: Raw -234213.367156 + Penalty 2619.367507 = -231593.999649
  nChanged 3
		SP:Iteration 18Q (171797.040000 sec): 3 clusters
  Score: Raw -234214.007076 + Penalty 2619.367507 = -231594.639569
  nChanged 0
		SP:Iteration 19F (171797.210000 sec): 3 clusters
  Score: Raw -234214.007076 + Penalty 2619.367507 = -231594.639569
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 54 (3585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171797.300000 sec): 2 clusters
  Score: Raw -318876.191977 + Penalty 1329.983485 = -317546.208492
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171797.490000 sec): 3 clusters
  Score: Raw -317131.227514 + Penalty 2659.966970 = -314471.260544
  nChanged 1374
		SP:Iteration 1F (171797.680000 sec): 3 clusters
  Score: Raw -317894.934456 + Penalty 2659.966970 = -315234.967486
  nChanged 275
		SP:Iteration 2F (171797.850000 sec): 3 clusters
  Score: Raw -318063.198968 + Penalty 2659.966970 = -315403.231999
  nChanged 198
		SP:Iteration 3F (171798.030000 sec): 3 clusters
  Score: Raw -318165.780694 + Penalty 2659.966970 = -315505.813724
  nChanged 128
		SP:Iteration 4Q (171798.240000 sec): 3 clusters
  Score: Raw -318233.487186 + Penalty 2659.966970 = -315573.520217
  nChanged 125
		SP:Iteration 5Q (171798.420000 sec): 3 clusters
  Score: Raw -318302.572210 + Penalty 2659.966970 = -315642.605240
  nChanged 99
		SP:Iteration 6Q (171798.640000 sec): 3 clusters
  Score: Raw -318347.644386 + Penalty 2659.966970 = -315687.677416
  nChanged 81
		SP:Iteration 7Q (171798.820000 sec): 3 clusters
  Score: Raw -318388.204006 + Penalty 2659.966970 = -315728.237036
  nChanged 69
		SP:Iteration 8Q (171798.990000 sec): 3 clusters
  Score: Raw -318424.791502 + Penalty 2659.966970 = -315764.824532
  nChanged 74
		SP:Iteration 9Q (171799.170000 sec): 3 clusters
  Score: Raw -318459.445467 + Penalty 2659.966970 = -315799.478497
  nChanged 64
		SP:Iteration 10Q (171799.350000 sec): 3 clusters
  Score: Raw -318493.148842 + Penalty 2659.966970 = -315833.181872
  nChanged 76
		SP:Iteration 11Q (171799.510000 sec): 3 clusters
  Score: Raw -318535.725110 + Penalty 2659.966970 = -315875.758141
  nChanged 91
		SP:Iteration 12Q (171799.720000 sec): 3 clusters
  Score: Raw -318590.096077 + Penalty 2659.966970 = -315930.129108
  nChanged 90
		SP:Iteration 13Q (171799.870000 sec): 3 clusters
  Score: Raw -318647.269375 + Penalty 2659.966970 = -315987.302405
  nChanged 95
		SP:Iteration 14Q (171800.020000 sec): 3 clusters
  Score: Raw -318710.297168 + Penalty 2659.966970 = -316050.330198
  nChanged 83
		SP:Iteration 15Q (171800.200000 sec): 3 clusters
  Score: Raw -318765.642339 + Penalty 2659.966970 = -316105.675369
  nChanged 79
		SP:Iteration 16Q (171800.370000 sec): 3 clusters
  Score: Raw -318820.262682 + Penalty 2659.966970 = -316160.295712
  nChanged 65
		SP:Iteration 17Q (171800.520000 sec): 3 clusters
  Score: Raw -318858.988932 + Penalty 2659.966970 = -316199.021963
  nChanged 42
		SP:Iteration 18Q (171800.690000 sec): 3 clusters
  Score: Raw -318880.931139 + Penalty 2659.966970 = -316220.964169
  nChanged 37
		SP:Iteration 19Q (171800.890000 sec): 3 clusters
  Score: Raw -318903.757482 + Penalty 2659.966970 = -316243.790512
  nChanged 41
		SP:Iteration 20F (171801.080000 sec): 3 clusters
  Score: Raw -318933.798153 + Penalty 2659.966970 = -316273.831183
  nChanged 37
		SP:Iteration 21Q (171801.230000 sec): 3 clusters
  Score: Raw -318957.565089 + Penalty 2659.966970 = -316297.598120
  nChanged 27
		SP:Iteration 22Q (171801.410000 sec): 3 clusters
  Score: Raw -318975.534749 + Penalty 2659.966970 = -316315.567779
  nChanged 32
		SP:Iteration 23Q (171801.560000 sec): 3 clusters
  Score: Raw -319000.803229 + Penalty 2659.966970 = -316340.836259
  nChanged 25
		SP:Iteration 24Q (171801.780000 sec): 3 clusters
  Score: Raw -319018.317000 + Penalty 2659.966970 = -316358.350030
  nChanged 14
		SP:Iteration 25Q (171801.960000 sec): 3 clusters
  Score: Raw -319025.735485 + Penalty 2659.966970 = -316365.768516
  nChanged 7
		SP:Iteration 26Q (171802.120000 sec): 3 clusters
  Score: Raw -319029.862819 + Penalty 2659.966970 = -316369.895849
  nChanged 10
		SP:Iteration 27Q (171802.290000 sec): 3 clusters
  Score: Raw -319037.917808 + Penalty 2659.966970 = -316377.950838
  nChanged 11
		SP:Iteration 28Q (171802.490000 sec): 3 clusters
  Score: Raw -319046.710792 + Penalty 2659.966970 = -316386.743823
  nChanged 7
		SP:Iteration 29Q (171802.650000 sec): 3 clusters
  Score: Raw -319051.080817 + Penalty 2659.966970 = -316391.113848
  nChanged 6
		SP:Iteration 30Q (171802.840000 sec): 3 clusters
  Score: Raw -319054.979332 + Penalty 2659.966970 = -316395.012363
  nChanged 3
		SP:Iteration 31Q (171803.010000 sec): 3 clusters
  Score: Raw -319056.904254 + Penalty 2659.966970 = -316396.937284
  nChanged 3
		SP:Iteration 32Q (171803.130000 sec): 3 clusters
  Score: Raw -319058.034219 + Penalty 2659.966970 = -316398.067249
  nChanged 2
		SP:Iteration 33Q (171803.280000 sec): 3 clusters
  Score: Raw -319059.009961 + Penalty 2659.966970 = -316399.042991
  nChanged 1
		SP:Iteration 34Q (171803.470000 sec): 3 clusters
  Score: Raw -319059.611400 + Penalty 2659.966970 = -316399.644430
  nChanged 1
		SP:Iteration 35Q (171803.680000 sec): 3 clusters
  Score: Raw -319059.845245 + Penalty 2659.966970 = -316399.878275
  nChanged 0
		SP:Iteration 36F (171803.860000 sec): 3 clusters
  Score: Raw -319059.845245 + Penalty 2659.966970 = -316399.878275
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 55 (8245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171803.990000 sec): 2 clusters
  Score: Raw -706152.948948 + Penalty 1465.321363 = -704687.627584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171804.210000 sec): 3 clusters
  Score: Raw -701659.382656 + Penalty 2930.642726 = -698728.739930
  nChanged 3408
		SP:Iteration 1F (171804.400000 sec): 3 clusters
  Score: Raw -703525.220433 + Penalty 2930.642726 = -700594.577706
  nChanged 545
		SP:Iteration 2F (171804.590000 sec): 3 clusters
  Score: Raw -703833.777330 + Penalty 2930.642726 = -700903.134603
  nChanged 486
		SP:Iteration 3F (171804.790000 sec): 3 clusters
  Score: Raw -704135.131581 + Penalty 2930.642726 = -701204.488855
  nChanged 471
		SP:Iteration 4F (171804.980000 sec): 3 clusters
  Score: Raw -704432.485619 + Penalty 2930.642726 = -701501.842893
  nChanged 478
		SP:Iteration 5F (171805.190000 sec): 3 clusters
  Score: Raw -704732.502091 + Penalty 2930.642726 = -701801.859364
  nChanged 412
		SP:Iteration 6Q (171805.440000 sec): 3 clusters
  Score: Raw -704990.279323 + Penalty 2930.642726 = -702059.636597
  nChanged 350
		SP:Iteration 7Q (171805.620000 sec): 3 clusters
  Score: Raw -705199.238941 + Penalty 2930.642726 = -702268.596215
  nChanged 327
		SP:Iteration 8Q (171805.880000 sec): 3 clusters
  Score: Raw -705387.241370 + Penalty 2930.642726 = -702456.598644
  nChanged 279
		SP:Iteration 9Q (171806.070000 sec): 3 clusters
  Score: Raw -705552.110656 + Penalty 2930.642726 = -702621.467929
  nChanged 233
		SP:Iteration 10Q (171806.270000 sec): 3 clusters
  Score: Raw -705690.589859 + Penalty 2930.642726 = -702759.947132
  nChanged 195
		SP:Iteration 11Q (171806.470000 sec): 3 clusters
  Score: Raw -705797.830707 + Penalty 2930.642726 = -702867.187981
  nChanged 141
		SP:Iteration 12Q (171806.690000 sec): 3 clusters
  Score: Raw -705860.895661 + Penalty 2930.642726 = -702930.252935
  nChanged 122
		SP:Iteration 13Q (171806.890000 sec): 3 clusters
  Score: Raw -705909.071867 + Penalty 2930.642726 = -702978.429140
  nChanged 98
		SP:Iteration 14Q (171807.140000 sec): 3 clusters
  Score: Raw -705952.170452 + Penalty 2930.642726 = -703021.527726
  nChanged 80
		SP:Iteration 15Q (171807.370000 sec): 3 clusters
  Score: Raw -705978.199859 + Penalty 2930.642726 = -703047.557133
  nChanged 71
		SP:Iteration 16Q (171807.580000 sec): 3 clusters
  Score: Raw -706000.691297 + Penalty 2930.642726 = -703070.048571
  nChanged 55
		SP:Iteration 17Q (171807.790000 sec): 3 clusters
  Score: Raw -706017.395809 + Penalty 2930.642726 = -703086.753082
  nChanged 51
		SP:Iteration 18Q (171808.040000 sec): 3 clusters
  Score: Raw -706032.856339 + Penalty 2930.642726 = -703102.213612
  nChanged 45
		SP:Iteration 19Q (171808.230000 sec): 3 clusters
  Score: Raw -706045.138303 + Penalty 2930.642726 = -703114.495577
  nChanged 44
		SP:Iteration 20F (171808.480000 sec): 3 clusters
  Score: Raw -706054.109434 + Penalty 2930.642726 = -703123.466707
  nChanged 27
		SP:Iteration 21Q (171808.670000 sec): 3 clusters
  Score: Raw -706059.627596 + Penalty 2930.642726 = -703128.984870
  nChanged 19
		SP:Iteration 22Q (171808.880000 sec): 3 clusters
  Score: Raw -706063.125350 + Penalty 2930.642726 = -703132.482624
  nChanged 17
		SP:Iteration 23Q (171809.070000 sec): 3 clusters
  Score: Raw -706067.199005 + Penalty 2930.642726 = -703136.556278
  nChanged 14
		SP:Iteration 24Q (171809.340000 sec): 3 clusters
  Score: Raw -706071.101536 + Penalty 2930.642726 = -703140.458810
  nChanged 25
		SP:Iteration 25Q (171809.540000 sec): 3 clusters
  Score: Raw -706076.518485 + Penalty 2930.642726 = -703145.875759
  nChanged 23
		SP:Iteration 26Q (171809.780000 sec): 3 clusters
  Score: Raw -706080.338301 + Penalty 2930.642726 = -703149.695574
  nChanged 18
		SP:Iteration 27Q (171809.970000 sec): 3 clusters
  Score: Raw -706083.555357 + Penalty 2930.642726 = -703152.912631
  nChanged 15
		SP:Iteration 28Q (171810.230000 sec): 3 clusters
  Score: Raw -706085.701389 + Penalty 2930.642726 = -703155.058662
  nChanged 7
		SP:Iteration 29Q (171810.420000 sec): 3 clusters
  Score: Raw -706086.763243 + Penalty 2930.642726 = -703156.120517
  nChanged 9
		SP:Iteration 30Q (171810.620000 sec): 3 clusters
  Score: Raw -706087.841524 + Penalty 2930.642726 = -703157.198798
  nChanged 8
		SP:Iteration 31Q (171810.880000 sec): 3 clusters
  Score: Raw -706089.263923 + Penalty 2930.642726 = -703158.621197
  nChanged 5
		SP:Iteration 32Q (171811.080000 sec): 3 clusters
  Score: Raw -706089.935202 + Penalty 2930.642726 = -703159.292476
  nChanged 6
		SP:Iteration 33Q (171811.280000 sec): 3 clusters
  Score: Raw -706090.991999 + Penalty 2930.642726 = -703160.349272
  nChanged 5
		SP:Iteration 34Q (171811.460000 sec): 3 clusters
  Score: Raw -706092.399963 + Penalty 2930.642726 = -703161.757236
  nChanged 10
		SP:Iteration 35Q (171811.670000 sec): 3 clusters
  Score: Raw -706094.981813 + Penalty 2930.642726 = -703164.339087
  nChanged 16
		SP:Iteration 36Q (171811.900000 sec): 3 clusters
  Score: Raw -706098.698123 + Penalty 2930.642726 = -703168.055397
  nChanged 12
		SP:Iteration 37Q (171812.100000 sec): 3 clusters
  Score: Raw -706100.671064 + Penalty 2930.642726 = -703170.028338
  nChanged 11
		SP:Iteration 38Q (171812.310000 sec): 3 clusters
  Score: Raw -706102.408239 + Penalty 2930.642726 = -703171.765513
  nChanged 7
		SP:Iteration 39Q (171812.560000 sec): 3 clusters
  Score: Raw -706103.695423 + Penalty 2930.642726 = -703173.052696
  nChanged 10
		SP:Iteration 40F (171812.780000 sec): 3 clusters
  Score: Raw -706105.474627 + Penalty 2930.642726 = -703174.831900
  nChanged 6
		SP:Iteration 41Q (171813.020000 sec): 3 clusters
  Score: Raw -706106.022434 + Penalty 2930.642726 = -703175.379707
  nChanged 6
		SP:Iteration 42Q (171813.240000 sec): 3 clusters
  Score: Raw -706107.022805 + Penalty 2930.642726 = -703176.380079
  nChanged 8
		SP:Iteration 43Q (171813.380000 sec): 3 clusters
  Score: Raw -706108.591672 + Penalty 2930.642726 = -703177.948946
  nChanged 11
		SP:Iteration 44Q (171813.630000 sec): 3 clusters
  Score: Raw -706110.810009 + Penalty 2930.642726 = -703180.167282
  nChanged 9
		SP:Iteration 45Q (171813.810000 sec): 3 clusters
  Score: Raw -706113.037511 + Penalty 2930.642726 = -703182.394785
  nChanged 10
		SP:Iteration 46Q (171814.060000 sec): 3 clusters
  Score: Raw -706115.402486 + Penalty 2930.642726 = -703184.759760
  nChanged 8
		SP:Iteration 47Q (171814.290000 sec): 3 clusters
  Score: Raw -706116.742780 + Penalty 2930.642726 = -703186.100054
  nChanged 5
		SP:Iteration 48Q (171814.470000 sec): 3 clusters
  Score: Raw -706117.509062 + Penalty 2930.642726 = -703186.866335
  nChanged 3
		SP:Iteration 49Q (171814.690000 sec): 3 clusters
  Score: Raw -706117.819865 + Penalty 2930.642726 = -703187.177138
  nChanged 1
		SP:Iteration 50Q (171814.930000 sec): 3 clusters
  Score: Raw -706117.963082 + Penalty 2930.642726 = -703187.320355
  nChanged 2
		SP:Iteration 51Q (171815.140000 sec): 3 clusters
  Score: Raw -706118.402667 + Penalty 2930.642726 = -703187.759941
  nChanged 2
		SP:Iteration 52Q (171815.360000 sec): 3 clusters
  Score: Raw -706118.758308 + Penalty 2930.642726 = -703188.115582
  nChanged 1
		SP:Iteration 53Q (171815.610000 sec): 3 clusters
  Score: Raw -706118.785912 + Penalty 2930.642726 = -703188.143185
  nChanged 0
		SP:Iteration 54F (171815.800000 sec): 3 clusters
  Score: Raw -706118.785912 + Penalty 2930.642726 = -703188.143185
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 56 (6194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171815.910000 sec): 2 clusters
  Score: Raw -486797.031881 + Penalty 1418.842159 = -485378.189723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171816.100000 sec): 3 clusters
  Score: Raw -483504.096351 + Penalty 2837.684317 = -480666.412034
  nChanged 2612
		SP:Iteration 1F (171816.330000 sec): 3 clusters
  Score: Raw -485134.206791 + Penalty 2837.684317 = -482296.522474
  nChanged 531
		SP:Iteration 2F (171816.510000 sec): 3 clusters
  Score: Raw -485508.592709 + Penalty 2837.684317 = -482670.908392
  nChanged 422
		SP:Iteration 3F (171816.760000 sec): 3 clusters
  Score: Raw -485792.770693 + Penalty 2837.684317 = -482955.086376
  nChanged 379
		SP:Iteration 4F (171816.950000 sec): 3 clusters
  Score: Raw -486022.103172 + Penalty 2837.684317 = -483184.418854
  nChanged 274
		SP:Iteration 5Q (171817.150000 sec): 3 clusters
  Score: Raw -486174.120805 + Penalty 2837.684317 = -483336.436488
  nChanged 242
		SP:Iteration 6Q (171817.340000 sec): 3 clusters
  Score: Raw -486315.786449 + Penalty 2837.684317 = -483478.102132
  nChanged 214
		SP:Iteration 7Q (171817.520000 sec): 3 clusters
  Score: Raw -486436.470116 + Penalty 2837.684317 = -483598.785799
  nChanged 180
		SP:Iteration 8Q (171817.700000 sec): 3 clusters
  Score: Raw -486529.667533 + Penalty 2837.684317 = -483691.983215
  nChanged 175
		SP:Iteration 9Q (171817.880000 sec): 3 clusters
  Score: Raw -486596.738323 + Penalty 2837.684317 = -483759.054005
  nChanged 118
		SP:Iteration 10Q (171818.150000 sec): 3 clusters
  Score: Raw -486639.889735 + Penalty 2837.684317 = -483802.205418
  nChanged 89
		SP:Iteration 11Q (171818.400000 sec): 3 clusters
  Score: Raw -486677.486134 + Penalty 2837.684317 = -483839.801817
  nChanged 71
		SP:Iteration 12Q (171818.570000 sec): 3 clusters
  Score: Raw -486707.442517 + Penalty 2837.684317 = -483869.758200
  nChanged 59
		SP:Iteration 13Q (171818.780000 sec): 3 clusters
  Score: Raw -486730.252608 + Penalty 2837.684317 = -483892.568291
  nChanged 50
		SP:Iteration 14Q (171818.980000 sec): 3 clusters
  Score: Raw -486754.846073 + Penalty 2837.684317 = -483917.161756
  nChanged 69
		SP:Iteration 15Q (171819.160000 sec): 3 clusters
  Score: Raw -486779.730836 + Penalty 2837.684317 = -483942.046518
  nChanged 60
		SP:Iteration 16Q (171819.370000 sec): 3 clusters
  Score: Raw -486800.691279 + Penalty 2837.684317 = -483963.006962
  nChanged 68
		SP:Iteration 17Q (171819.550000 sec): 3 clusters
  Score: Raw -486823.551920 + Penalty 2837.684317 = -483985.867603
  nChanged 68
		SP:Iteration 18Q (171819.730000 sec): 3 clusters
  Score: Raw -486844.711492 + Penalty 2837.684317 = -484007.027175
  nChanged 67
		SP:Iteration 19Q (171819.930000 sec): 3 clusters
  Score: Raw -486865.419883 + Penalty 2837.684317 = -484027.735566
  nChanged 75
		SP:Iteration 20F (171820.130000 sec): 3 clusters
  Score: Raw -486897.207432 + Penalty 2837.684317 = -484059.523115
  nChanged 77
		SP:Iteration 21Q (171820.290000 sec): 3 clusters
  Score: Raw -486928.760658 + Penalty 2837.684317 = -484091.076341
  nChanged 86
		SP:Iteration 22Q (171820.500000 sec): 3 clusters
  Score: Raw -486971.779848 + Penalty 2837.684317 = -484134.095531
  nChanged 87
		SP:Iteration 23Q (171820.680000 sec): 3 clusters
  Score: Raw -487014.655673 + Penalty 2837.684317 = -484176.971356
  nChanged 103
		SP:Iteration 24Q (171820.940000 sec): 3 clusters
  Score: Raw -487075.545064 + Penalty 2837.684317 = -484237.860747
  nChanged 114
		SP:Iteration 25Q (171821.150000 sec): 3 clusters
  Score: Raw -487138.077012 + Penalty 2837.684317 = -484300.392695
  nChanged 92
		SP:Iteration 26Q (171821.380000 sec): 3 clusters
  Score: Raw -487189.395143 + Penalty 2837.684317 = -484351.710826
  nChanged 87
		SP:Iteration 27Q (171821.540000 sec): 3 clusters
  Score: Raw -487233.682412 + Penalty 2837.684317 = -484395.998095
  nChanged 73
		SP:Iteration 28Q (171821.760000 sec): 3 clusters
  Score: Raw -487274.943238 + Penalty 2837.684317 = -484437.258921
  nChanged 75
		SP:Iteration 29Q (171821.970000 sec): 3 clusters
  Score: Raw -487311.718168 + Penalty 2837.684317 = -484474.033851
  nChanged 63
		SP:Iteration 30Q (171822.170000 sec): 3 clusters
  Score: Raw -487336.247753 + Penalty 2837.684317 = -484498.563436
  nChanged 54
		SP:Iteration 31Q (171822.350000 sec): 3 clusters
  Score: Raw -487360.182418 + Penalty 2837.684317 = -484522.498101
  nChanged 46
		SP:Iteration 32Q (171822.570000 sec): 3 clusters
  Score: Raw -487377.493859 + Penalty 2837.684317 = -484539.809541
  nChanged 46
		SP:Iteration 33Q (171822.770000 sec): 3 clusters
  Score: Raw -487395.843763 + Penalty 2837.684317 = -484558.159445
  nChanged 49
		SP:Iteration 34Q (171822.950000 sec): 3 clusters
  Score: Raw -487416.429936 + Penalty 2837.684317 = -484578.745619
  nChanged 43
		SP:Iteration 35Q (171823.180000 sec): 3 clusters
  Score: Raw -487431.022264 + Penalty 2837.684317 = -484593.337946
  nChanged 39
		SP:Iteration 36Q (171823.380000 sec): 3 clusters
  Score: Raw -487446.705891 + Penalty 2837.684317 = -484609.021574
  nChanged 36
		SP:Iteration 37Q (171823.600000 sec): 3 clusters
  Score: Raw -487460.330455 + Penalty 2837.684317 = -484622.646138
  nChanged 42
		SP:Iteration 38Q (171823.780000 sec): 3 clusters
  Score: Raw -487474.796981 + Penalty 2837.684317 = -484637.112664
  nChanged 42
		SP:Iteration 39Q (171823.960000 sec): 3 clusters
  Score: Raw -487490.823515 + Penalty 2837.684317 = -484653.139198
  nChanged 50
		SP:Iteration 40F (171824.170000 sec): 3 clusters
  Score: Raw -487508.489128 + Penalty 2837.684317 = -484670.804811
  nChanged 44
		SP:Iteration 41Q (171824.360000 sec): 3 clusters
  Score: Raw -487524.195891 + Penalty 2837.684317 = -484686.511573
  nChanged 41
		SP:Iteration 42Q (171824.580000 sec): 3 clusters
  Score: Raw -487537.402510 + Penalty 2837.684317 = -484699.718193
  nChanged 37
		SP:Iteration 43Q (171824.740000 sec): 3 clusters
  Score: Raw -487548.596569 + Penalty 2837.684317 = -484710.912252
  nChanged 35
		SP:Iteration 44Q (171824.940000 sec): 3 clusters
  Score: Raw -487557.731944 + Penalty 2837.684317 = -484720.047627
  nChanged 25
		SP:Iteration 45Q (171825.130000 sec): 3 clusters
  Score: Raw -487563.244011 + Penalty 2837.684317 = -484725.559694
  nChanged 22
		SP:Iteration 46Q (171825.340000 sec): 3 clusters
  Score: Raw -487569.324412 + Penalty 2837.684317 = -484731.640095
  nChanged 18
		SP:Iteration 47Q (171825.540000 sec): 3 clusters
  Score: Raw -487574.859447 + Penalty 2837.684317 = -484737.175129
  nChanged 19
		SP:Iteration 48Q (171825.730000 sec): 3 clusters
  Score: Raw -487580.275335 + Penalty 2837.684317 = -484742.591018
  nChanged 13
		SP:Iteration 49Q (171825.940000 sec): 3 clusters
  Score: Raw -487584.078368 + Penalty 2837.684317 = -484746.394051
  nChanged 16
		SP:Iteration 50Q (171826.160000 sec): 3 clusters
  Score: Raw -487588.016912 + Penalty 2837.684317 = -484750.332595
  nChanged 23
		SP:Iteration 51Q (171826.340000 sec): 3 clusters
  Score: Raw -487594.140124 + Penalty 2837.684317 = -484756.455807
  nChanged 26
		SP:Iteration 52Q (171826.510000 sec): 3 clusters
  Score: Raw -487601.078355 + Penalty 2837.684317 = -484763.394038
  nChanged 25
		SP:Iteration 53Q (171826.690000 sec): 3 clusters
  Score: Raw -487607.656529 + Penalty 2837.684317 = -484769.972212
  nChanged 17
		SP:Iteration 54Q (171826.920000 sec): 3 clusters
  Score: Raw -487611.584241 + Penalty 2837.684317 = -484773.899923
  nChanged 23
		SP:Iteration 55Q (171827.080000 sec): 3 clusters
  Score: Raw -487619.157339 + Penalty 2837.684317 = -484781.473022
  nChanged 22
		SP:Iteration 56Q (171827.290000 sec): 3 clusters
  Score: Raw -487625.506981 + Penalty 2837.684317 = -484787.822663
  nChanged 21
		SP:Iteration 57Q (171827.470000 sec): 3 clusters
  Score: Raw -487630.822734 + Penalty 2837.684317 = -484793.138417
  nChanged 17
		SP:Iteration 58Q (171827.640000 sec): 3 clusters
  Score: Raw -487634.169564 + Penalty 2837.684317 = -484796.485246
  nChanged 12
		SP:Iteration 59Q (171827.840000 sec): 3 clusters
  Score: Raw -487638.131049 + Penalty 2837.684317 = -484800.446732
  nChanged 16
		SP:Iteration 60F (171828.040000 sec): 3 clusters
  Score: Raw -487643.235358 + Penalty 2837.684317 = -484805.551041
  nChanged 17
		SP:Iteration 61Q (171828.240000 sec): 3 clusters
  Score: Raw -487649.468336 + Penalty 2837.684317 = -484811.784019
  nChanged 15
		SP:Iteration 62Q (171828.460000 sec): 3 clusters
  Score: Raw -487654.890966 + Penalty 2837.684317 = -484817.206649
  nChanged 15
		SP:Iteration 63Q (171828.630000 sec): 3 clusters
  Score: Raw -487659.677274 + Penalty 2837.684317 = -484821.992957
  nChanged 16
		SP:Iteration 64Q (171828.830000 sec): 3 clusters
  Score: Raw -487665.173515 + Penalty 2837.684317 = -484827.489198
  nChanged 11
		SP:Iteration 65Q (171829.010000 sec): 3 clusters
  Score: Raw -487667.985106 + Penalty 2837.684317 = -484830.300789
  nChanged 10
		SP:Iteration 66Q (171829.200000 sec): 3 clusters
  Score: Raw -487671.568554 + Penalty 2837.684317 = -484833.884237
  nChanged 13
		SP:Iteration 67Q (171829.380000 sec): 3 clusters
  Score: Raw -487675.225161 + Penalty 2837.684317 = -484837.540844
  nChanged 8
		SP:Iteration 68Q (171829.570000 sec): 3 clusters
  Score: Raw -487677.171056 + Penalty 2837.684317 = -484839.486738
  nChanged 4
		SP:Iteration 69Q (171829.810000 sec): 3 clusters
  Score: Raw -487677.985094 + Penalty 2837.684317 = -484840.300777
  nChanged 5
		SP:Iteration 70Q (171830.010000 sec): 3 clusters
  Score: Raw -487680.374116 + Penalty 2837.684317 = -484842.689799
  nChanged 8
		SP:Iteration 71Q (171830.230000 sec): 3 clusters
  Score: Raw -487682.863832 + Penalty 2837.684317 = -484845.179515
  nChanged 8
		SP:Iteration 72Q (171830.400000 sec): 3 clusters
  Score: Raw -487685.186686 + Penalty 2837.684317 = -484847.502368
  nChanged 8
		SP:Iteration 73Q (171830.620000 sec): 3 clusters
  Score: Raw -487686.959654 + Penalty 2837.684317 = -484849.275337
  nChanged 11
		SP:Iteration 74Q (171830.780000 sec): 3 clusters
  Score: Raw -487689.958287 + Penalty 2837.684317 = -484852.273970
  nChanged 11
		SP:Iteration 75Q (171830.990000 sec): 3 clusters
  Score: Raw -487693.051916 + Penalty 2837.684317 = -484855.367599
  nChanged 10
		SP:Iteration 76Q (171831.180000 sec): 3 clusters
  Score: Raw -487695.562504 + Penalty 2837.684317 = -484857.878187
  nChanged 5
		SP:Iteration 77Q (171831.360000 sec): 3 clusters
  Score: Raw -487697.277089 + Penalty 2837.684317 = -484859.592772
  nChanged 6
		SP:Iteration 78Q (171831.600000 sec): 3 clusters
  Score: Raw -487698.958446 + Penalty 2837.684317 = -484861.274129
  nChanged 4
		SP:Iteration 79Q (171831.760000 sec): 3 clusters
  Score: Raw -487700.030408 + Penalty 2837.684317 = -484862.346090
  nChanged 2
		SP:Iteration 80F (171831.940000 sec): 3 clusters
  Score: Raw -487700.408141 + Penalty 2837.684317 = -484862.723824
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 57 (7034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171832.080000 sec): 2 clusters
  Score: Raw -598702.722993 + Penalty 1439.508007 = -597263.214986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171832.280000 sec): 3 clusters
  Score: Raw -594810.573986 + Penalty 2879.016014 = -591931.557972
  nChanged 2966
		SP:Iteration 1F (171832.440000 sec): 3 clusters
  Score: Raw -596454.429373 + Penalty 2879.016014 = -593575.413358
  nChanged 539
		SP:Iteration 2F (171832.640000 sec): 3 clusters
  Score: Raw -596727.162597 + Penalty 2879.016014 = -593848.146583
  nChanged 433
		SP:Iteration 3F (171832.860000 sec): 3 clusters
  Score: Raw -596954.060332 + Penalty 2879.016014 = -594075.044317
  nChanged 402
		SP:Iteration 4F (171833.100000 sec): 3 clusters
  Score: Raw -597150.874521 + Penalty 2879.016014 = -594271.858507
  nChanged 353
		SP:Iteration 5F (171833.260000 sec): 3 clusters
  Score: Raw -597340.609217 + Penalty 2879.016014 = -594461.593203
  nChanged 332
		SP:Iteration 6Q (171833.430000 sec): 3 clusters
  Score: Raw -597530.395443 + Penalty 2879.016014 = -594651.379429
  nChanged 318
		SP:Iteration 7Q (171833.620000 sec): 3 clusters
  Score: Raw -597707.136517 + Penalty 2879.016014 = -594828.120503
  nChanged 282
		SP:Iteration 8Q (171833.860000 sec): 3 clusters
  Score: Raw -597877.205226 + Penalty 2879.016014 = -594998.189212
  nChanged 262
		SP:Iteration 9Q (171834.080000 sec): 3 clusters
  Score: Raw -598044.982034 + Penalty 2879.016014 = -595165.966020
  nChanged 251
		SP:Iteration 10Q (171834.300000 sec): 3 clusters
  Score: Raw -598215.735564 + Penalty 2879.016014 = -595336.719550
  nChanged 207
		SP:Iteration 11Q (171834.450000 sec): 3 clusters
  Score: Raw -598360.432845 + Penalty 2879.016014 = -595481.416831
  nChanged 185
		SP:Iteration 12Q (171834.660000 sec): 3 clusters
  Score: Raw -598491.294311 + Penalty 2879.016014 = -595612.278297
  nChanged 158
		SP:Iteration 13Q (171834.860000 sec): 3 clusters
  Score: Raw -598602.834347 + Penalty 2879.016014 = -595723.818333
  nChanged 104
		SP:Iteration 14Q (171835.070000 sec): 3 clusters
  Score: Raw -598673.597855 + Penalty 2879.016014 = -595794.581841
  nChanged 96
		SP:Iteration 15Q (171835.280000 sec): 3 clusters
  Score: Raw -598729.630519 + Penalty 2879.016014 = -595850.614504
  nChanged 68
		SP:Iteration 16Q (171835.480000 sec): 3 clusters
  Score: Raw -598768.936364 + Penalty 2879.016014 = -595889.920350
  nChanged 40
		SP:Iteration 17Q (171835.700000 sec): 3 clusters
  Score: Raw -598791.168139 + Penalty 2879.016014 = -595912.152125
  nChanged 39
		SP:Iteration 18Q (171835.930000 sec): 3 clusters
  Score: Raw -598813.811015 + Penalty 2879.016014 = -595934.795001
  nChanged 30
		SP:Iteration 19Q (171836.100000 sec): 3 clusters
  Score: Raw -598831.451850 + Penalty 2879.016014 = -595952.435836
  nChanged 26
		SP:Iteration 20F (171836.330000 sec): 3 clusters
  Score: Raw -598845.711681 + Penalty 2879.016014 = -595966.695666
  nChanged 25
		SP:Iteration 21Q (171836.500000 sec): 3 clusters
  Score: Raw -598860.336197 + Penalty 2879.016014 = -595981.320183
  nChanged 24
		SP:Iteration 22Q (171836.700000 sec): 3 clusters
  Score: Raw -598879.612591 + Penalty 2879.016014 = -596000.596577
  nChanged 33
		SP:Iteration 23Q (171836.880000 sec): 3 clusters
  Score: Raw -598918.653709 + Penalty 2879.016014 = -596039.637695
  nChanged 29
		SP:Iteration 24Q (171837.070000 sec): 3 clusters
  Score: Raw -598943.830015 + Penalty 2879.016014 = -596064.814001
  nChanged 25
		SP:Iteration 25Q (171837.270000 sec): 3 clusters
  Score: Raw -598962.885883 + Penalty 2879.016014 = -596083.869869
  nChanged 20
		SP:Iteration 26Q (171837.460000 sec): 3 clusters
  Score: Raw -598975.027827 + Penalty 2879.016014 = -596096.011813
  nChanged 23
		SP:Iteration 27Q (171837.620000 sec): 3 clusters
  Score: Raw -598992.615963 + Penalty 2879.016014 = -596113.599948
  nChanged 20
		SP:Iteration 28Q (171837.820000 sec): 3 clusters
  Score: Raw -599006.481838 + Penalty 2879.016014 = -596127.465823
  nChanged 12
		SP:Iteration 29Q (171838.040000 sec): 3 clusters
  Score: Raw -599016.292719 + Penalty 2879.016014 = -596137.276705
  nChanged 8
		SP:Iteration 30Q (171838.180000 sec): 3 clusters
  Score: Raw -599022.253993 + Penalty 2879.016014 = -596143.237979
  nChanged 8
		SP:Iteration 31Q (171838.380000 sec): 3 clusters
  Score: Raw -599029.768974 + Penalty 2879.016014 = -596150.752960
  nChanged 10
		SP:Iteration 32Q (171838.600000 sec): 3 clusters
  Score: Raw -599036.050189 + Penalty 2879.016014 = -596157.034174
  nChanged 9
		SP:Iteration 33Q (171838.770000 sec): 3 clusters
  Score: Raw -599041.665652 + Penalty 2879.016014 = -596162.649638
  nChanged 9
		SP:Iteration 34Q (171838.960000 sec): 3 clusters
  Score: Raw -599047.133148 + Penalty 2879.016014 = -596168.117134
  nChanged 8
		SP:Iteration 35Q (171839.180000 sec): 3 clusters
  Score: Raw -599051.941665 + Penalty 2879.016014 = -596172.925651
  nChanged 6
		SP:Iteration 36Q (171839.340000 sec): 3 clusters
  Score: Raw -599054.455798 + Penalty 2879.016014 = -596175.439783
  nChanged 2
		SP:Iteration 37Q (171839.540000 sec): 3 clusters
  Score: Raw -599055.304501 + Penalty 2879.016014 = -596176.288486
  nChanged 1
		SP:Iteration 38Q (171839.760000 sec): 3 clusters
  Score: Raw -599055.833412 + Penalty 2879.016014 = -596176.817398
  nChanged 0
		SP:Iteration 39F (171839.930000 sec): 3 clusters
  Score: Raw -599055.833412 + Penalty 2879.016014 = -596176.817398
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 58 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171840.030000 sec): 2 clusters
  Score: Raw -13125.601970 + Penalty 827.734408 = -12297.867562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171840.200000 sec): 3 clusters
  Score: Raw -13285.332728 + Penalty 1655.468815 = -11629.863913
  nChanged 16
		SP:Iteration 1F (171840.380000 sec): 3 clusters
  Score: Raw -13347.443978 + Penalty 1655.468815 = -11691.975162
  nChanged 2
		SP:Iteration 2Q (171840.520000 sec): 3 clusters
  Score: Raw -13358.591370 + Penalty 1655.468815 = -11703.122555
  nChanged 1
		SP:Iteration 3Q (171840.670000 sec): 3 clusters
  Score: Raw -13360.835550 + Penalty 1655.468815 = -11705.366734
  nChanged 1
		SP:Iteration 4Q (171840.860000 sec): 3 clusters
  Score: Raw -13365.532505 + Penalty 1655.468815 = -11710.063690
  nChanged 0
		SP:Iteration 5F (171841.040000 sec): 3 clusters
  Score: Raw -13365.532505 + Penalty 1655.468815 = -11710.063690
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 59 (339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171841.150000 sec): 2 clusters
  Score: Raw -26928.187654 + Penalty 946.725017 = -25981.462637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171841.270000 sec): 3 clusters
  Score: Raw -26952.349320 + Penalty 1893.450035 = -25058.899285
  nChanged 60
		SP:Iteration 1F (171841.450000 sec): 3 clusters
  Score: Raw -27075.416248 + Penalty 1893.450035 = -25181.966214
  nChanged 14
		SP:Iteration 2Q (171841.660000 sec): 3 clusters
  Score: Raw -27109.930812 + Penalty 1893.450035 = -25216.480777
  nChanged 3
		SP:Iteration 3Q (171841.810000 sec): 3 clusters
  Score: Raw -27114.972400 + Penalty 1893.450035 = -25221.522365
  nChanged 0
		SP:Iteration 4F (171842.030000 sec): 3 clusters
  Score: Raw -27114.972400 + Penalty 1893.450035 = -25221.522365
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 60 (23784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171842.220000 sec): 2 clusters
  Score: Raw -1933410.515687 + Penalty 1637.474859 = -1931773.040828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171842.480000 sec): 3 clusters
  Score: Raw -1918953.514929 + Penalty 3274.949719 = -1915678.565210
  nChanged 10816
		SP:Iteration 1F (171842.720000 sec): 3 clusters
  Score: Raw -1925431.113819 + Penalty 3274.949719 = -1922156.164101
  nChanged 1616
		SP:Iteration 2F (171843.020000 sec): 3 clusters
  Score: Raw -1926479.431492 + Penalty 3274.949719 = -1923204.481773
  nChanged 1764
		SP:Iteration 3F (171843.280000 sec): 3 clusters
  Score: Raw -1927772.902738 + Penalty 3274.949719 = -1924497.953020
  nChanged 1735
		SP:Iteration 4F (171843.540000 sec): 3 clusters
  Score: Raw -1929138.279001 + Penalty 3274.949719 = -1925863.329283
  nChanged 1651
		SP:Iteration 5F (171843.820000 sec): 3 clusters
  Score: Raw -1930301.475073 + Penalty 3274.949719 = -1927026.525355
  nChanged 1364
		SP:Iteration 6F (171844.060000 sec): 3 clusters
  Score: Raw -1931093.837324 + Penalty 3274.949719 = -1927818.887605
  nChanged 1050
		SP:Iteration 7Q (171844.330000 sec): 3 clusters
  Score: Raw -1931581.658146 + Penalty 3274.949719 = -1928306.708428
  nChanged 793
		SP:Iteration 8Q (171844.610000 sec): 3 clusters
  Score: Raw -1931900.767625 + Penalty 3274.949719 = -1928625.817906
  nChanged 578
		SP:Iteration 9Q (171844.870000 sec): 3 clusters
  Score: Raw -1932128.034469 + Penalty 3274.949719 = -1928853.084750
  nChanged 483
		SP:Iteration 10Q (171845.160000 sec): 3 clusters
  Score: Raw -1932280.337099 + Penalty 3274.949719 = -1929005.387381
  nChanged 357
		SP:Iteration 11Q (171845.410000 sec): 3 clusters
  Score: Raw -1932370.185381 + Penalty 3274.949719 = -1929095.235662
  nChanged 292
		SP:Iteration 12Q (171845.740000 sec): 3 clusters
  Score: Raw -1932440.259139 + Penalty 3274.949719 = -1929165.309421
  nChanged 264
		SP:Iteration 13Q (171846.030000 sec): 3 clusters
  Score: Raw -1932500.712587 + Penalty 3274.949719 = -1929225.762869
  nChanged 259
		SP:Iteration 14Q (171846.310000 sec): 3 clusters
  Score: Raw -1932561.729741 + Penalty 3274.949719 = -1929286.780023
  nChanged 228
		SP:Iteration 15Q (171846.600000 sec): 3 clusters
  Score: Raw -1932610.863286 + Penalty 3274.949719 = -1929335.913567
  nChanged 191
		SP:Iteration 16Q (171846.860000 sec): 3 clusters
  Score: Raw -1932647.408144 + Penalty 3274.949719 = -1929372.458426
  nChanged 188
		SP:Iteration 17Q (171847.180000 sec): 3 clusters
  Score: Raw -1932684.236909 + Penalty 3274.949719 = -1929409.287190
  nChanged 165
		SP:Iteration 18Q (171847.470000 sec): 3 clusters
  Score: Raw -1932716.028023 + Penalty 3274.949719 = -1929441.078304
  nChanged 140
		SP:Iteration 19Q (171847.730000 sec): 3 clusters
  Score: Raw -1932740.272087 + Penalty 3274.949719 = -1929465.322368
  nChanged 141
		SP:Iteration 20F (171847.990000 sec): 3 clusters
  Score: Raw -1932765.643429 + Penalty 3274.949719 = -1929490.693711
  nChanged 153
		SP:Iteration 21Q (171848.240000 sec): 3 clusters
  Score: Raw -1932796.233658 + Penalty 3274.949719 = -1929521.283940
  nChanged 138
		SP:Iteration 22Q (171848.560000 sec): 3 clusters
  Score: Raw -1932820.560904 + Penalty 3274.949719 = -1929545.611186
  nChanged 145
		SP:Iteration 23Q (171848.850000 sec): 3 clusters
  Score: Raw -1932845.225179 + Penalty 3274.949719 = -1929570.275460
  nChanged 135
		SP:Iteration 24Q (171849.110000 sec): 3 clusters
  Score: Raw -1932868.054148 + Penalty 3274.949719 = -1929593.104429
  nChanged 133
		SP:Iteration 25Q (171849.400000 sec): 3 clusters
  Score: Raw -1932890.345840 + Penalty 3274.949719 = -1929615.396121
  nChanged 108
		SP:Iteration 26Q (171849.620000 sec): 3 clusters
  Score: Raw -1932906.128085 + Penalty 3274.949719 = -1929631.178366
  nChanged 101
		SP:Iteration 27Q (171849.900000 sec): 3 clusters
  Score: Raw -1932922.630572 + Penalty 3274.949719 = -1929647.680854
  nChanged 112
		SP:Iteration 28Q (171850.200000 sec): 3 clusters
  Score: Raw -1932939.196939 + Penalty 3274.949719 = -1929664.247221
  nChanged 113
		SP:Iteration 29Q (171850.420000 sec): 3 clusters
  Score: Raw -1932956.018323 + Penalty 3274.949719 = -1929681.068605
  nChanged 107
		SP:Iteration 30Q (171850.670000 sec): 3 clusters
  Score: Raw -1932971.687207 + Penalty 3274.949719 = -1929696.737489
  nChanged 119
		SP:Iteration 31Q (171850.940000 sec): 3 clusters
  Score: Raw -1932992.023032 + Penalty 3274.949719 = -1929717.073313
  nChanged 121
		SP:Iteration 32Q (171851.220000 sec): 3 clusters
  Score: Raw -1933012.150517 + Penalty 3274.949719 = -1929737.200799
  nChanged 123
		SP:Iteration 33Q (171851.500000 sec): 3 clusters
  Score: Raw -1933031.192079 + Penalty 3274.949719 = -1929756.242360
  nChanged 118
		SP:Iteration 34Q (171851.740000 sec): 3 clusters
  Score: Raw -1933050.309046 + Penalty 3274.949719 = -1929775.359327
  nChanged 118
		SP:Iteration 35Q (171852.030000 sec): 3 clusters
  Score: Raw -1933071.215544 + Penalty 3274.949719 = -1929796.265825
  nChanged 114
		SP:Iteration 36Q (171852.310000 sec): 3 clusters
  Score: Raw -1933089.691176 + Penalty 3274.949719 = -1929814.741457
  nChanged 94
		SP:Iteration 37Q (171852.590000 sec): 3 clusters
  Score: Raw -1933102.358446 + Penalty 3274.949719 = -1929827.408727
  nChanged 93
		SP:Iteration 38Q (171852.840000 sec): 3 clusters
  Score: Raw -1933118.297636 + Penalty 3274.949719 = -1929843.347917
  nChanged 120
		SP:Iteration 39Q (171853.140000 sec): 3 clusters
  Score: Raw -1933141.375140 + Penalty 3274.949719 = -1929866.425422
  nChanged 112
		SP:Iteration 40F (171853.400000 sec): 3 clusters
  Score: Raw -1933162.098653 + Penalty 3274.949719 = -1929887.148934
  nChanged 119
		SP:Iteration 41Q (171853.670000 sec): 3 clusters
  Score: Raw -1933184.176483 + Penalty 3274.949719 = -1929909.226764
  nChanged 128
		SP:Iteration 42Q (171853.910000 sec): 3 clusters
  Score: Raw -1933211.677772 + Penalty 3274.949719 = -1929936.728053
  nChanged 141
		SP:Iteration 43Q (171854.180000 sec): 3 clusters
  Score: Raw -1933245.649357 + Penalty 3274.949719 = -1929970.699639
  nChanged 152
		SP:Iteration 44Q (171854.450000 sec): 3 clusters
  Score: Raw -1933283.258403 + Penalty 3274.949719 = -1930008.308685
  nChanged 145
		SP:Iteration 45Q (171854.740000 sec): 3 clusters
  Score: Raw -1933322.819445 + Penalty 3274.949719 = -1930047.869727
  nChanged 149
		SP:Iteration 46Q (171854.950000 sec): 3 clusters
  Score: Raw -1933358.174678 + Penalty 3274.949719 = -1930083.224959
  nChanged 152
		SP:Iteration 47Q (171855.240000 sec): 3 clusters
  Score: Raw -1933396.694025 + Penalty 3274.949719 = -1930121.744307
  nChanged 158
		SP:Iteration 48Q (171855.480000 sec): 3 clusters
  Score: Raw -1933441.162853 + Penalty 3274.949719 = -1930166.213135
  nChanged 155
		SP:Iteration 49Q (171855.720000 sec): 3 clusters
  Score: Raw -1933484.614606 + Penalty 3274.949719 = -1930209.664888
  nChanged 145
		SP:Iteration 50Q (171856.020000 sec): 3 clusters
  Score: Raw -1933531.645607 + Penalty 3274.949719 = -1930256.695889
  nChanged 144
		SP:Iteration 51Q (171856.300000 sec): 3 clusters
  Score: Raw -1933588.649602 + Penalty 3274.949719 = -1930313.699884
  nChanged 134
		SP:Iteration 52Q (171856.550000 sec): 3 clusters
  Score: Raw -1933643.804390 + Penalty 3274.949719 = -1930368.854672
  nChanged 132
		SP:Iteration 53Q (171856.820000 sec): 3 clusters
  Score: Raw -1933691.966781 + Penalty 3274.949719 = -1930417.017062
  nChanged 126
		SP:Iteration 54Q (171857.130000 sec): 3 clusters
  Score: Raw -1933733.258757 + Penalty 3274.949719 = -1930458.309038
  nChanged 119
		SP:Iteration 55Q (171857.420000 sec): 3 clusters
  Score: Raw -1933769.549038 + Penalty 3274.949719 = -1930494.599319
  nChanged 123
		SP:Iteration 56Q (171857.610000 sec): 3 clusters
  Score: Raw -1933811.203705 + Penalty 3274.949719 = -1930536.253986
  nChanged 100
		SP:Iteration 57Q (171857.890000 sec): 3 clusters
  Score: Raw -1933839.890457 + Penalty 3274.949719 = -1930564.940738
  nChanged 94
		SP:Iteration 58Q (171858.140000 sec): 3 clusters
  Score: Raw -1933871.112470 + Penalty 3274.949719 = -1930596.162752
  nChanged 85
		SP:Iteration 59Q (171858.360000 sec): 3 clusters
  Score: Raw -1933899.202134 + Penalty 3274.949719 = -1930624.252416
  nChanged 78
		SP:Iteration 60F (171858.660000 sec): 3 clusters
  Score: Raw -1933924.521435 + Penalty 3274.949719 = -1930649.571717
  nChanged 63
		SP:Iteration 61Q (171858.910000 sec): 3 clusters
  Score: Raw -1933939.690208 + Penalty 3274.949719 = -1930664.740490
  nChanged 52
		SP:Iteration 62Q (171859.180000 sec): 3 clusters
  Score: Raw -1933953.579818 + Penalty 3274.949719 = -1930678.630099
  nChanged 43
		SP:Iteration 63Q (171859.430000 sec): 3 clusters
  Score: Raw -1933963.005028 + Penalty 3274.949719 = -1930688.055309
  nChanged 32
		SP:Iteration 64Q (171859.710000 sec): 3 clusters
  Score: Raw -1933971.002897 + Penalty 3274.949719 = -1930696.053178
  nChanged 29
		SP:Iteration 65Q (171860.010000 sec): 3 clusters
  Score: Raw -1933978.009904 + Penalty 3274.949719 = -1930703.060186
  nChanged 25
		SP:Iteration 66Q (171860.250000 sec): 3 clusters
  Score: Raw -1933984.378216 + Penalty 3274.949719 = -1930709.428497
  nChanged 29
		SP:Iteration 67Q (171860.500000 sec): 3 clusters
  Score: Raw -1933991.051108 + Penalty 3274.949719 = -1930716.101389
  nChanged 18
		SP:Iteration 68Q (171860.790000 sec): 3 clusters
  Score: Raw -1933996.453096 + Penalty 3274.949719 = -1930721.503377
  nChanged 21
		SP:Iteration 69Q (171861.010000 sec): 3 clusters
  Score: Raw -1934000.254410 + Penalty 3274.949719 = -1930725.304692
  nChanged 15
		SP:Iteration 70Q (171861.290000 sec): 3 clusters
  Score: Raw -1934002.988469 + Penalty 3274.949719 = -1930728.038750
  nChanged 7
		SP:Iteration 71Q (171861.550000 sec): 3 clusters
  Score: Raw -1934004.123026 + Penalty 3274.949719 = -1930729.173308
  nChanged 9
		SP:Iteration 72Q (171861.800000 sec): 3 clusters
  Score: Raw -1934005.717546 + Penalty 3274.949719 = -1930730.767828
  nChanged 9
		SP:Iteration 73Q (171862.050000 sec): 3 clusters
  Score: Raw -1934007.408456 + Penalty 3274.949719 = -1930732.458737
  nChanged 9
		SP:Iteration 74Q (171862.300000 sec): 3 clusters
  Score: Raw -1934009.228179 + Penalty 3274.949719 = -1930734.278461
  nChanged 8
		SP:Iteration 75Q (171862.570000 sec): 3 clusters
  Score: Raw -1934010.353543 + Penalty 3274.949719 = -1930735.403825
  nChanged 10
		SP:Iteration 76Q (171862.830000 sec): 3 clusters
  Score: Raw -1934011.858526 + Penalty 3274.949719 = -1930736.908808
  nChanged 10
		SP:Iteration 77Q (171863.070000 sec): 3 clusters
  Score: Raw -1934014.148579 + Penalty 3274.949719 = -1930739.198860
  nChanged 10
		SP:Iteration 78Q (171863.350000 sec): 3 clusters
  Score: Raw -1934015.689496 + Penalty 3274.949719 = -1930740.739777
  nChanged 8
		SP:Iteration 79Q (171863.590000 sec): 3 clusters
  Score: Raw -1934017.415000 + Penalty 3274.949719 = -1930742.465281
  nChanged 3
		SP:Iteration 80F (171863.910000 sec): 3 clusters
  Score: Raw -1934017.759476 + Penalty 3274.949719 = -1930742.809758
  nChanged 4
		SP:Iteration 81Q (171864.210000 sec): 3 clusters
  Score: Raw -1934018.225211 + Penalty 3274.949719 = -1930743.275492
  nChanged 3
		SP:Iteration 82Q (171864.470000 sec): 3 clusters
  Score: Raw -1934018.462649 + Penalty 3274.949719 = -1930743.512930
  nChanged 2
		SP:Iteration 83Q (171864.760000 sec): 3 clusters
  Score: Raw -1934018.869565 + Penalty 3274.949719 = -1930743.919846
  nChanged 3
		SP:Iteration 84Q (171865.030000 sec): 3 clusters
  Score: Raw -1934019.218918 + Penalty 3274.949719 = -1930744.269200
  nChanged 2
		SP:Iteration 85Q (171865.340000 sec): 3 clusters
  Score: Raw -1934019.398255 + Penalty 3274.949719 = -1930744.448537
  nChanged 3
		SP:Iteration 86Q (171865.570000 sec): 3 clusters
  Score: Raw -1934019.691816 + Penalty 3274.949719 = -1930744.742097
  nChanged 2
		SP:Iteration 87Q (171865.880000 sec): 3 clusters
  Score: Raw -1934020.046348 + Penalty 3274.949719 = -1930745.096629
  nChanged 1
		SP:Iteration 88Q (171866.120000 sec): 3 clusters
  Score: Raw -1934020.215809 + Penalty 3274.949719 = -1930745.266090
  nChanged 3
		SP:Iteration 89Q (171866.370000 sec): 3 clusters
  Score: Raw -1934020.655708 + Penalty 3274.949719 = -1930745.705989
  nChanged 4
		SP:Iteration 90Q (171866.660000 sec): 3 clusters
  Score: Raw -1934021.218407 + Penalty 3274.949719 = -1930746.268688
  nChanged 2
		SP:Iteration 91Q (171866.940000 sec): 3 clusters
  Score: Raw -1934021.530144 + Penalty 3274.949719 = -1930746.580425
  nChanged 1
		SP:Iteration 92Q (171867.220000 sec): 3 clusters
  Score: Raw -1934022.212895 + Penalty 3274.949719 = -1930747.263177
  nChanged 1
		SP:Iteration 93Q (171867.510000 sec): 3 clusters
  Score: Raw -1934022.251573 + Penalty 3274.949719 = -1930747.301855
  nChanged 1
		SP:Iteration 94Q (171867.790000 sec): 3 clusters
  Score: Raw -1934022.295549 + Penalty 3274.949719 = -1930747.345831
  nChanged 0
		SP:Iteration 95F (171868.070000 sec): 3 clusters
  Score: Raw -1934022.295549 + Penalty 3274.949719 = -1930747.345831
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 61 (15177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171868.180000 sec): 2 clusters
  Score: Raw -1306184.117351 + Penalty 1564.474665 = -1304619.642685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171868.450000 sec): 3 clusters
  Score: Raw -1297155.426732 + Penalty 3128.949331 = -1294026.477401
  nChanged 6803
		SP:Iteration 1F (171868.680000 sec): 3 clusters
  Score: Raw -1301068.751094 + Penalty 3128.949331 = -1297939.801763
  nChanged 1011
		SP:Iteration 2F (171868.920000 sec): 3 clusters
  Score: Raw -1301653.916321 + Penalty 3128.949331 = -1298524.966990
  nChanged 1099
		SP:Iteration 3F (171869.140000 sec): 3 clusters
  Score: Raw -1302427.413570 + Penalty 3128.949331 = -1299298.464239
  nChanged 1141
		SP:Iteration 4F (171869.400000 sec): 3 clusters
  Score: Raw -1303383.644809 + Penalty 3128.949331 = -1300254.695478
  nChanged 1139
		SP:Iteration 5F (171869.660000 sec): 3 clusters
  Score: Raw -1304424.653731 + Penalty 3128.949331 = -1301295.704400
  nChanged 879
		SP:Iteration 6F (171869.930000 sec): 3 clusters
  Score: Raw -1305180.761895 + Penalty 3128.949331 = -1302051.812564
  nChanged 547
		SP:Iteration 7Q (171870.180000 sec): 3 clusters
  Score: Raw -1305620.676158 + Penalty 3128.949331 = -1302491.726827
  nChanged 334
		SP:Iteration 8Q (171870.370000 sec): 3 clusters
  Score: Raw -1305889.149625 + Penalty 3128.949331 = -1302760.200294
  nChanged 203
		SP:Iteration 9Q (171870.630000 sec): 3 clusters
  Score: Raw -1306059.243992 + Penalty 3128.949331 = -1302930.294661
  nChanged 130
		SP:Iteration 10Q (171870.870000 sec): 3 clusters
  Score: Raw -1306166.722383 + Penalty 3128.949331 = -1303037.773052
  nChanged 68
		SP:Iteration 11Q (171871.100000 sec): 3 clusters
  Score: Raw -1306218.009776 + Penalty 3128.949331 = -1303089.060445
  nChanged 48
		SP:Iteration 12Q (171871.320000 sec): 3 clusters
  Score: Raw -1306251.861606 + Penalty 3128.949331 = -1303122.912275
  nChanged 38
		SP:Iteration 13Q (171871.540000 sec): 3 clusters
  Score: Raw -1306283.247765 + Penalty 3128.949331 = -1303154.298434
  nChanged 27
		SP:Iteration 14Q (171871.770000 sec): 3 clusters
  Score: Raw -1306307.417211 + Penalty 3128.949331 = -1303178.467880
  nChanged 25
		SP:Iteration 15Q (171872.010000 sec): 3 clusters
  Score: Raw -1306332.651873 + Penalty 3128.949331 = -1303203.702542
  nChanged 18
		SP:Iteration 16Q (171872.240000 sec): 3 clusters
  Score: Raw -1306351.186766 + Penalty 3128.949331 = -1303222.237435
  nChanged 13
		SP:Iteration 17Q (171872.490000 sec): 3 clusters
  Score: Raw -1306365.611525 + Penalty 3128.949331 = -1303236.662194
  nChanged 6
		SP:Iteration 18Q (171872.690000 sec): 3 clusters
  Score: Raw -1306370.901105 + Penalty 3128.949331 = -1303241.951774
  nChanged 5
		SP:Iteration 19Q (171872.940000 sec): 3 clusters
  Score: Raw -1306374.574549 + Penalty 3128.949331 = -1303245.625218
  nChanged 3
		SP:Iteration 20F (171873.160000 sec): 3 clusters
  Score: Raw -1306378.981485 + Penalty 3128.949331 = -1303250.032154
  nChanged 6
		SP:Iteration 21Q (171873.350000 sec): 3 clusters
  Score: Raw -1306383.465093 + Penalty 3128.949331 = -1303254.515762
  nChanged 0
		SP:Iteration 22F (171873.640000 sec): 3 clusters
  Score: Raw -1306383.465093 + Penalty 3128.949331 = -1303254.515762
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 62 (6789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171873.730000 sec): 2 clusters
  Score: Raw -567653.858926 + Penalty 1433.747077 = -566220.111849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171873.930000 sec): 3 clusters
  Score: Raw -564048.308574 + Penalty 2867.494154 = -561180.814420
  nChanged 2822
		SP:Iteration 1F (171874.160000 sec): 3 clusters
  Score: Raw -565632.239313 + Penalty 2867.494154 = -562764.745159
  nChanged 437
		SP:Iteration 2F (171874.370000 sec): 3 clusters
  Score: Raw -565855.099369 + Penalty 2867.494154 = -562987.605215
  nChanged 352
		SP:Iteration 3F (171874.550000 sec): 3 clusters
  Score: Raw -566029.962367 + Penalty 2867.494154 = -563162.468213
  nChanged 291
		SP:Iteration 4Q (171874.730000 sec): 3 clusters
  Score: Raw -566175.808899 + Penalty 2867.494154 = -563308.314745
  nChanged 319
		SP:Iteration 5Q (171874.960000 sec): 3 clusters
  Score: Raw -566362.294353 + Penalty 2867.494154 = -563494.800200
  nChanged 334
		SP:Iteration 6Q (171875.150000 sec): 3 clusters
  Score: Raw -566592.794693 + Penalty 2867.494154 = -563725.300539
  nChanged 356
		SP:Iteration 7F (171875.320000 sec): 3 clusters
  Score: Raw -566871.099713 + Penalty 2867.494154 = -564003.605560
  nChanged 363
		SP:Iteration 8F (171875.510000 sec): 3 clusters
  Score: Raw -567155.928026 + Penalty 2867.494154 = -564288.433873
  nChanged 323
		SP:Iteration 9Q (171875.710000 sec): 3 clusters
  Score: Raw -567428.355181 + Penalty 2867.494154 = -564560.861027
  nChanged 288
		SP:Iteration 10Q (171875.910000 sec): 3 clusters
  Score: Raw -567683.347279 + Penalty 2867.494154 = -564815.853125
  nChanged 267
		SP:Iteration 11Q (171876.110000 sec): 3 clusters
  Score: Raw -567937.427574 + Penalty 2867.494154 = -565069.933421
  nChanged 241
		SP:Iteration 12Q (171876.330000 sec): 3 clusters
  Score: Raw -568140.035332 + Penalty 2867.494154 = -565272.541179
  nChanged 196
		SP:Iteration 13Q (171876.510000 sec): 3 clusters
  Score: Raw -568273.767362 + Penalty 2867.494154 = -565406.273208
  nChanged 135
		SP:Iteration 14Q (171876.680000 sec): 3 clusters
  Score: Raw -568339.996130 + Penalty 2867.494154 = -565472.501977
  nChanged 80
		SP:Iteration 15Q (171876.890000 sec): 3 clusters
  Score: Raw -568373.286186 + Penalty 2867.494154 = -565505.792032
  nChanged 49
		SP:Iteration 16Q (171877.080000 sec): 3 clusters
  Score: Raw -568390.077381 + Penalty 2867.494154 = -565522.583227
  nChanged 33
		SP:Iteration 17Q (171877.260000 sec): 3 clusters
  Score: Raw -568397.134975 + Penalty 2867.494154 = -565529.640822
  nChanged 24
		SP:Iteration 18Q (171877.480000 sec): 3 clusters
  Score: Raw -568402.934127 + Penalty 2867.494154 = -565535.439974
  nChanged 22
		SP:Iteration 19Q (171877.640000 sec): 3 clusters
  Score: Raw -568408.056879 + Penalty 2867.494154 = -565540.562726
  nChanged 17
		SP:Iteration 20F (171877.870000 sec): 3 clusters
  Score: Raw -568411.689114 + Penalty 2867.494154 = -565544.194961
  nChanged 16
		SP:Iteration 21Q (171878.060000 sec): 3 clusters
  Score: Raw -568414.859821 + Penalty 2867.494154 = -565547.365668
  nChanged 15
		SP:Iteration 22Q (171878.310000 sec): 3 clusters
  Score: Raw -568417.462241 + Penalty 2867.494154 = -565549.968087
  nChanged 10
		SP:Iteration 23Q (171878.470000 sec): 3 clusters
  Score: Raw -568419.471477 + Penalty 2867.494154 = -565551.977323
  nChanged 8
		SP:Iteration 24Q (171878.690000 sec): 3 clusters
  Score: Raw -568421.172792 + Penalty 2867.494154 = -565553.678638
  nChanged 10
		SP:Iteration 25Q (171878.910000 sec): 3 clusters
  Score: Raw -568422.973038 + Penalty 2867.494154 = -565555.478885
  nChanged 6
		SP:Iteration 26Q (171879.130000 sec): 3 clusters
  Score: Raw -568423.828933 + Penalty 2867.494154 = -565556.334779
  nChanged 6
		SP:Iteration 27Q (171879.300000 sec): 3 clusters
  Score: Raw -568424.705167 + Penalty 2867.494154 = -565557.211013
  nChanged 3
		SP:Iteration 28Q (171879.470000 sec): 3 clusters
  Score: Raw -568424.989599 + Penalty 2867.494154 = -565557.495445
  nChanged 2
		SP:Iteration 29Q (171879.660000 sec): 3 clusters
  Score: Raw -568425.308705 + Penalty 2867.494154 = -565557.814551
  nChanged 0
		SP:Iteration 30F (171879.890000 sec): 3 clusters
  Score: Raw -568425.308705 + Penalty 2867.494154 = -565557.814551
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 63 (21065 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171880.080000 sec): 2 clusters
  Score: Raw -1627526.967799 + Penalty 1617.747328 = -1625909.220471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171880.340000 sec): 3 clusters
  Score: Raw -1614829.092286 + Penalty 3235.494657 = -1611593.597629
  nChanged 9495
		SP:Iteration 1F (171880.570000 sec): 3 clusters
  Score: Raw -1620612.150145 + Penalty 3235.494657 = -1617376.655489
  nChanged 1409
		SP:Iteration 2F (171880.850000 sec): 3 clusters
  Score: Raw -1621452.935494 + Penalty 3235.494657 = -1618217.440837
  nChanged 1405
		SP:Iteration 3F (171881.160000 sec): 3 clusters
  Score: Raw -1622324.084841 + Penalty 3235.494657 = -1619088.590184
  nChanged 1326
		SP:Iteration 4F (171881.390000 sec): 3 clusters
  Score: Raw -1623094.163617 + Penalty 3235.494657 = -1619858.668961
  nChanged 1197
		SP:Iteration 5F (171881.640000 sec): 3 clusters
  Score: Raw -1623789.648722 + Penalty 3235.494657 = -1620554.154065
  nChanged 1073
		SP:Iteration 6F (171881.920000 sec): 3 clusters
  Score: Raw -1624430.108294 + Penalty 3235.494657 = -1621194.613637
  nChanged 973
		SP:Iteration 7Q (171882.190000 sec): 3 clusters
  Score: Raw -1625022.282560 + Penalty 3235.494657 = -1621786.787903
  nChanged 908
		SP:Iteration 8Q (171882.480000 sec): 3 clusters
  Score: Raw -1625617.273146 + Penalty 3235.494657 = -1622381.778489
  nChanged 828
		SP:Iteration 9Q (171882.780000 sec): 3 clusters
  Score: Raw -1626167.498451 + Penalty 3235.494657 = -1622932.003794
  nChanged 695
		SP:Iteration 10Q (171883.120000 sec): 3 clusters
  Score: Raw -1626617.662162 + Penalty 3235.494657 = -1623382.167505
  nChanged 607
		SP:Iteration 11Q (171883.350000 sec): 3 clusters
  Score: Raw -1626944.836656 + Penalty 3235.494657 = -1623709.341999
  nChanged 485
		SP:Iteration 12Q (171883.640000 sec): 3 clusters
  Score: Raw -1627163.269186 + Penalty 3235.494657 = -1623927.774529
  nChanged 372
		SP:Iteration 13Q (171883.900000 sec): 3 clusters
  Score: Raw -1627304.953281 + Penalty 3235.494657 = -1624069.458624
  nChanged 277
		SP:Iteration 14Q (171884.130000 sec): 3 clusters
  Score: Raw -1627396.510054 + Penalty 3235.494657 = -1624161.015397
  nChanged 221
		SP:Iteration 15Q (171884.410000 sec): 3 clusters
  Score: Raw -1627468.304641 + Penalty 3235.494657 = -1624232.809984
  nChanged 207
		SP:Iteration 16Q (171884.680000 sec): 3 clusters
  Score: Raw -1627529.420244 + Penalty 3235.494657 = -1624293.925588
  nChanged 174
		SP:Iteration 17Q (171884.940000 sec): 3 clusters
  Score: Raw -1627581.679263 + Penalty 3235.494657 = -1624346.184607
  nChanged 160
		SP:Iteration 18Q (171885.150000 sec): 3 clusters
  Score: Raw -1627630.334292 + Penalty 3235.494657 = -1624394.839635
  nChanged 148
		SP:Iteration 19Q (171885.390000 sec): 3 clusters
  Score: Raw -1627671.809354 + Penalty 3235.494657 = -1624436.314697
  nChanged 142
		SP:Iteration 20F (171885.650000 sec): 3 clusters
  Score: Raw -1627706.706418 + Penalty 3235.494657 = -1624471.211761
  nChanged 126
		SP:Iteration 21Q (171885.930000 sec): 3 clusters
  Score: Raw -1627738.051926 + Penalty 3235.494657 = -1624502.557269
  nChanged 118
		SP:Iteration 22Q (171886.180000 sec): 3 clusters
  Score: Raw -1627766.480540 + Penalty 3235.494657 = -1624530.985883
  nChanged 109
		SP:Iteration 23Q (171886.440000 sec): 3 clusters
  Score: Raw -1627789.375230 + Penalty 3235.494657 = -1624553.880574
  nChanged 109
		SP:Iteration 24Q (171886.670000 sec): 3 clusters
  Score: Raw -1627814.092634 + Penalty 3235.494657 = -1624578.597978
  nChanged 111
		SP:Iteration 25Q (171887.000000 sec): 3 clusters
  Score: Raw -1627836.551710 + Penalty 3235.494657 = -1624601.057054
  nChanged 102
		SP:Iteration 26Q (171887.300000 sec): 3 clusters
  Score: Raw -1627859.635499 + Penalty 3235.494657 = -1624624.140842
  nChanged 93
		SP:Iteration 27Q (171887.600000 sec): 3 clusters
  Score: Raw -1627881.553691 + Penalty 3235.494657 = -1624646.059034
  nChanged 96
		SP:Iteration 28Q (171887.840000 sec): 3 clusters
  Score: Raw -1627906.316783 + Penalty 3235.494657 = -1624670.822126
  nChanged 101
		SP:Iteration 29Q (171888.190000 sec): 3 clusters
  Score: Raw -1627936.526060 + Penalty 3235.494657 = -1624701.031403
  nChanged 114
		SP:Iteration 30Q (171888.410000 sec): 3 clusters
  Score: Raw -1627967.010508 + Penalty 3235.494657 = -1624731.515852
  nChanged 123
		SP:Iteration 31Q (171888.720000 sec): 3 clusters
  Score: Raw -1627999.720491 + Penalty 3235.494657 = -1624764.225834
  nChanged 105
		SP:Iteration 32Q (171888.960000 sec): 3 clusters
  Score: Raw -1628029.320601 + Penalty 3235.494657 = -1624793.825944
  nChanged 83
		SP:Iteration 33Q (171889.240000 sec): 3 clusters
  Score: Raw -1628050.051832 + Penalty 3235.494657 = -1624814.557176
  nChanged 85
		SP:Iteration 34Q (171889.570000 sec): 3 clusters
  Score: Raw -1628073.313962 + Penalty 3235.494657 = -1624837.819306
  nChanged 86
		SP:Iteration 35Q (171889.840000 sec): 3 clusters
  Score: Raw -1628098.098518 + Penalty 3235.494657 = -1624862.603862
  nChanged 88
		SP:Iteration 36Q (171890.100000 sec): 3 clusters
  Score: Raw -1628126.437551 + Penalty 3235.494657 = -1624890.942894
  nChanged 88
		SP:Iteration 37Q (171890.340000 sec): 3 clusters
  Score: Raw -1628153.179436 + Penalty 3235.494657 = -1624917.684779
  nChanged 87
		SP:Iteration 38Q (171890.670000 sec): 3 clusters
  Score: Raw -1628178.176704 + Penalty 3235.494657 = -1624942.682047
  nChanged 79
		SP:Iteration 39Q (171890.920000 sec): 3 clusters
  Score: Raw -1628197.528916 + Penalty 3235.494657 = -1624962.034260
  nChanged 70
		SP:Iteration 40F (171891.260000 sec): 3 clusters
  Score: Raw -1628216.404056 + Penalty 3235.494657 = -1624980.909399
  nChanged 65
		SP:Iteration 41Q (171891.500000 sec): 3 clusters
  Score: Raw -1628231.972055 + Penalty 3235.494657 = -1624996.477398
  nChanged 65
		SP:Iteration 42Q (171891.780000 sec): 3 clusters
  Score: Raw -1628246.578298 + Penalty 3235.494657 = -1625011.083641
  nChanged 58
		SP:Iteration 43Q (171892.010000 sec): 3 clusters
  Score: Raw -1628263.404127 + Penalty 3235.494657 = -1625027.909471
  nChanged 68
		SP:Iteration 44Q (171892.280000 sec): 3 clusters
  Score: Raw -1628280.899538 + Penalty 3235.494657 = -1625045.404881
  nChanged 57
		SP:Iteration 45Q (171892.590000 sec): 3 clusters
  Score: Raw -1628297.386202 + Penalty 3235.494657 = -1625061.891546
  nChanged 41
		SP:Iteration 46Q (171892.810000 sec): 3 clusters
  Score: Raw -1628309.550671 + Penalty 3235.494657 = -1625074.056014
  nChanged 51
		SP:Iteration 47Q (171893.080000 sec): 3 clusters
  Score: Raw -1628321.760470 + Penalty 3235.494657 = -1625086.265814
  nChanged 43
		SP:Iteration 48Q (171893.360000 sec): 3 clusters
  Score: Raw -1628333.282352 + Penalty 3235.494657 = -1625097.787696
  nChanged 33
		SP:Iteration 49Q (171893.630000 sec): 3 clusters
  Score: Raw -1628343.016189 + Penalty 3235.494657 = -1625107.521532
  nChanged 37
		SP:Iteration 50Q (171893.880000 sec): 3 clusters
  Score: Raw -1628352.752063 + Penalty 3235.494657 = -1625117.257406
  nChanged 29
		SP:Iteration 51Q (171894.160000 sec): 3 clusters
  Score: Raw -1628358.902847 + Penalty 3235.494657 = -1625123.408191
  nChanged 24
		SP:Iteration 52Q (171894.430000 sec): 3 clusters
  Score: Raw -1628365.805875 + Penalty 3235.494657 = -1625130.311219
  nChanged 38
		SP:Iteration 53Q (171894.650000 sec): 3 clusters
  Score: Raw -1628374.755298 + Penalty 3235.494657 = -1625139.260641
  nChanged 25
		SP:Iteration 54Q (171894.890000 sec): 3 clusters
  Score: Raw -1628381.742559 + Penalty 3235.494657 = -1625146.247902
  nChanged 29
		SP:Iteration 55Q (171895.120000 sec): 3 clusters
  Score: Raw -1628389.070360 + Penalty 3235.494657 = -1625153.575704
  nChanged 28
		SP:Iteration 56Q (171895.330000 sec): 3 clusters
  Score: Raw -1628396.008907 + Penalty 3235.494657 = -1625160.514250
  nChanged 21
		SP:Iteration 57Q (171895.590000 sec): 3 clusters
  Score: Raw -1628402.350076 + Penalty 3235.494657 = -1625166.855420
  nChanged 22
		SP:Iteration 58Q (171895.860000 sec): 3 clusters
  Score: Raw -1628407.923572 + Penalty 3235.494657 = -1625172.428915
  nChanged 18
		SP:Iteration 59Q (171896.170000 sec): 3 clusters
  Score: Raw -1628413.409160 + Penalty 3235.494657 = -1625177.914503
  nChanged 22
		SP:Iteration 60F (171896.460000 sec): 3 clusters
  Score: Raw -1628419.569281 + Penalty 3235.494657 = -1625184.074624
  nChanged 19
		SP:Iteration 61Q (171896.720000 sec): 3 clusters
  Score: Raw -1628424.400626 + Penalty 3235.494657 = -1625188.905969
  nChanged 12
		SP:Iteration 62Q (171896.980000 sec): 3 clusters
  Score: Raw -1628427.207586 + Penalty 3235.494657 = -1625191.712930
  nChanged 11
		SP:Iteration 63Q (171897.260000 sec): 3 clusters
  Score: Raw -1628430.370511 + Penalty 3235.494657 = -1625194.875855
  nChanged 10
		SP:Iteration 64Q (171897.520000 sec): 3 clusters
  Score: Raw -1628432.953000 + Penalty 3235.494657 = -1625197.458343
  nChanged 12
		SP:Iteration 65Q (171897.750000 sec): 3 clusters
  Score: Raw -1628435.602017 + Penalty 3235.494657 = -1625200.107360
  nChanged 11
		SP:Iteration 66Q (171898.010000 sec): 3 clusters
  Score: Raw -1628438.469759 + Penalty 3235.494657 = -1625202.975102
  nChanged 12
		SP:Iteration 67Q (171898.250000 sec): 3 clusters
  Score: Raw -1628441.030637 + Penalty 3235.494657 = -1625205.535980
  nChanged 10
		SP:Iteration 68Q (171898.530000 sec): 3 clusters
  Score: Raw -1628443.484197 + Penalty 3235.494657 = -1625207.989540
  nChanged 10
		SP:Iteration 69Q (171898.780000 sec): 3 clusters
  Score: Raw -1628445.648049 + Penalty 3235.494657 = -1625210.153393
  nChanged 9
		SP:Iteration 70Q (171899.040000 sec): 3 clusters
  Score: Raw -1628447.296942 + Penalty 3235.494657 = -1625211.802285
  nChanged 6
		SP:Iteration 71Q (171899.300000 sec): 3 clusters
  Score: Raw -1628448.471516 + Penalty 3235.494657 = -1625212.976859
  nChanged 8
		SP:Iteration 72Q (171899.550000 sec): 3 clusters
  Score: Raw -1628450.409102 + Penalty 3235.494657 = -1625214.914446
  nChanged 10
		SP:Iteration 73Q (171899.790000 sec): 3 clusters
  Score: Raw -1628452.515652 + Penalty 3235.494657 = -1625217.020996
  nChanged 8
		SP:Iteration 74Q (171900.040000 sec): 3 clusters
  Score: Raw -1628454.612563 + Penalty 3235.494657 = -1625219.117906
  nChanged 7
		SP:Iteration 75Q (171900.270000 sec): 3 clusters
  Score: Raw -1628456.908625 + Penalty 3235.494657 = -1625221.413968
  nChanged 7
		SP:Iteration 76Q (171900.520000 sec): 3 clusters
  Score: Raw -1628458.104313 + Penalty 3235.494657 = -1625222.609656
  nChanged 6
		SP:Iteration 77Q (171900.700000 sec): 3 clusters
  Score: Raw -1628459.151992 + Penalty 3235.494657 = -1625223.657335
  nChanged 9
		SP:Iteration 78Q (171900.960000 sec): 3 clusters
  Score: Raw -1628461.311333 + Penalty 3235.494657 = -1625225.816677
  nChanged 10
		SP:Iteration 79Q (171901.200000 sec): 3 clusters
  Score: Raw -1628463.181651 + Penalty 3235.494657 = -1625227.686994
  nChanged 8
		SP:Iteration 80F (171901.470000 sec): 3 clusters
  Score: Raw -1628464.516126 + Penalty 3235.494657 = -1625229.021470
  nChanged 2
		SP:Iteration 81Q (171901.670000 sec): 3 clusters
  Score: Raw -1628464.740194 + Penalty 3235.494657 = -1625229.245537
  nChanged 1
		SP:Iteration 82Q (171901.950000 sec): 3 clusters
  Score: Raw -1628464.881639 + Penalty 3235.494657 = -1625229.386982
  nChanged 1
		SP:Iteration 83Q (171902.190000 sec): 3 clusters
  Score: Raw -1628465.023176 + Penalty 3235.494657 = -1625229.528519
  nChanged 3
		SP:Iteration 84Q (171902.400000 sec): 3 clusters
  Score: Raw -1628465.418940 + Penalty 3235.494657 = -1625229.924283
  nChanged 1
		SP:Iteration 85Q (171902.650000 sec): 3 clusters
  Score: Raw -1628465.446931 + Penalty 3235.494657 = -1625229.952274
  nChanged 0
		SP:Iteration 86F (171902.890000 sec): 3 clusters
  Score: Raw -1628465.446931 + Penalty 3235.494657 = -1625229.952274
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 64 (3264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171902.990000 sec): 2 clusters
  Score: Raw -234153.195903 + Penalty 1314.740166 = -232838.455737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171903.150000 sec): 3 clusters
  Score: Raw -232615.786710 + Penalty 2629.480333 = -229986.306378
  nChanged 1220
		SP:Iteration 1F (171903.360000 sec): 3 clusters
  Score: Raw -233512.013484 + Penalty 2629.480333 = -230882.533151
  nChanged 344
		SP:Iteration 2F (171903.510000 sec): 3 clusters
  Score: Raw -233920.938227 + Penalty 2629.480333 = -231291.457895
  nChanged 296
		SP:Iteration 3F (171903.700000 sec): 3 clusters
  Score: Raw -234314.534097 + Penalty 2629.480333 = -231685.053764
  nChanged 231
		SP:Iteration 4F (171903.860000 sec): 3 clusters
  Score: Raw -234585.992522 + Penalty 2629.480333 = -231956.512189
  nChanged 173
		SP:Iteration 5F (171904.060000 sec): 3 clusters
  Score: Raw -234759.581100 + Penalty 2629.480333 = -232130.100768
  nChanged 139
		SP:Iteration 6Q (171904.250000 sec): 3 clusters
  Score: Raw -234930.317730 + Penalty 2629.480333 = -232300.837397
  nChanged 84
		SP:Iteration 7Q (171904.420000 sec): 3 clusters
  Score: Raw -234993.406834 + Penalty 2629.480333 = -232363.926502
  nChanged 60
		SP:Iteration 8Q (171904.610000 sec): 3 clusters
  Score: Raw -235042.877028 + Penalty 2629.480333 = -232413.396695
  nChanged 51
		SP:Iteration 9Q (171904.830000 sec): 3 clusters
  Score: Raw -235077.902635 + Penalty 2629.480333 = -232448.422302
  nChanged 40
		SP:Iteration 10Q (171904.980000 sec): 3 clusters
  Score: Raw -235098.116441 + Penalty 2629.480333 = -232468.636109
  nChanged 23
		SP:Iteration 11Q (171905.160000 sec): 3 clusters
  Score: Raw -235108.532990 + Penalty 2629.480333 = -232479.052657
  nChanged 17
		SP:Iteration 12Q (171905.350000 sec): 3 clusters
  Score: Raw -235116.027276 + Penalty 2629.480333 = -232486.546943
  nChanged 10
		SP:Iteration 13Q (171905.520000 sec): 3 clusters
  Score: Raw -235119.276947 + Penalty 2629.480333 = -232489.796614
  nChanged 6
		SP:Iteration 14Q (171905.730000 sec): 3 clusters
  Score: Raw -235121.057938 + Penalty 2629.480333 = -232491.577605
  nChanged 2
		SP:Iteration 15Q (171905.900000 sec): 3 clusters
  Score: Raw -235121.362367 + Penalty 2629.480333 = -232491.882034
  nChanged 2
		SP:Iteration 16Q (171906.100000 sec): 3 clusters
  Score: Raw -235121.580702 + Penalty 2629.480333 = -232492.100369
  nChanged 0
		SP:Iteration 17F (171906.250000 sec): 3 clusters
  Score: Raw -235121.580702 + Penalty 2629.480333 = -232492.100369
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 65 (633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171906.350000 sec): 2 clusters
  Score: Raw -50415.273356 + Penalty 1048.201444 = -49367.071913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171906.530000 sec): 3 clusters
  Score: Raw -50318.184444 + Penalty 2096.402887 = -48221.781556
  nChanged 160
		SP:Iteration 1F (171906.690000 sec): 3 clusters
  Score: Raw -50527.991220 + Penalty 2096.402887 = -48431.588333
  nChanged 42
		SP:Iteration 2F (171906.850000 sec): 3 clusters
  Score: Raw -50610.970529 + Penalty 2096.402887 = -48514.567642
  nChanged 29
		SP:Iteration 3Q (171907.030000 sec): 3 clusters
  Score: Raw -50693.146208 + Penalty 2096.402887 = -48596.743321
  nChanged 35
		SP:Iteration 4F (171907.210000 sec): 3 clusters
  Score: Raw -50860.670988 + Penalty 2096.402887 = -48764.268101
  nChanged 33
		SP:Iteration 5F (171907.410000 sec): 3 clusters
  Score: Raw -51067.031188 + Penalty 2096.402887 = -48970.628300
  nChanged 30
		SP:Iteration 6Q (171907.580000 sec): 3 clusters
  Score: Raw -51152.788452 + Penalty 2096.402887 = -49056.385565
  nChanged 20
		SP:Iteration 7Q (171907.780000 sec): 3 clusters
  Score: Raw -51207.314794 + Penalty 2096.402887 = -49110.911907
  nChanged 15
		SP:Iteration 8Q (171907.970000 sec): 3 clusters
  Score: Raw -51258.651613 + Penalty 2096.402887 = -49162.248726
  nChanged 13
		SP:Iteration 9Q (171908.140000 sec): 3 clusters
  Score: Raw -51296.680587 + Penalty 2096.402887 = -49200.277700
  nChanged 5
		SP:Iteration 10Q (171908.280000 sec): 3 clusters
  Score: Raw -51303.471566 + Penalty 2096.402887 = -49207.068678
  nChanged 5
		SP:Iteration 11Q (171908.470000 sec): 3 clusters
  Score: Raw -51312.295070 + Penalty 2096.402887 = -49215.892183
  nChanged 3
		SP:Iteration 12Q (171908.650000 sec): 3 clusters
  Score: Raw -51316.579276 + Penalty 2096.402887 = -49220.176388
  nChanged 1
		SP:Iteration 13Q (171908.830000 sec): 3 clusters
  Score: Raw -51320.691366 + Penalty 2096.402887 = -49224.288478
  nChanged 1
		SP:Iteration 14Q (171908.990000 sec): 3 clusters
  Score: Raw -51321.817397 + Penalty 2096.402887 = -49225.414510
  nChanged 1
		SP:Iteration 15Q (171909.190000 sec): 3 clusters
  Score: Raw -51323.591160 + Penalty 2096.402887 = -49227.188272
  nChanged 0
		SP:Iteration 16F (171909.390000 sec): 3 clusters
  Score: Raw -51323.591160 + Penalty 2096.402887 = -49227.188272
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 66 (7201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171909.470000 sec): 2 clusters
  Score: Raw -607401.064781 + Penalty 1443.320967 = -605957.743814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171909.680000 sec): 3 clusters
  Score: Raw -603523.333452 + Penalty 2886.641935 = -600636.691518
  nChanged 3013
		SP:Iteration 1F (171909.860000 sec): 3 clusters
  Score: Raw -605292.170622 + Penalty 2886.641935 = -602405.528687
  nChanged 591
		SP:Iteration 2F (171910.060000 sec): 3 clusters
  Score: Raw -605774.127809 + Penalty 2886.641935 = -602887.485874
  nChanged 588
		SP:Iteration 3F (171910.250000 sec): 3 clusters
  Score: Raw -606270.263112 + Penalty 2886.641935 = -603383.621177
  nChanged 587
		SP:Iteration 4F (171910.450000 sec): 3 clusters
  Score: Raw -606853.345174 + Penalty 2886.641935 = -603966.703239
  nChanged 552
		SP:Iteration 5F (171910.650000 sec): 3 clusters
  Score: Raw -607353.001172 + Penalty 2886.641935 = -604466.359237
  nChanged 389
		SP:Iteration 6F (171910.850000 sec): 3 clusters
  Score: Raw -607645.255908 + Penalty 2886.641935 = -604758.613974
  nChanged 259
		SP:Iteration 7Q (171911.060000 sec): 3 clusters
  Score: Raw -607797.873995 + Penalty 2886.641935 = -604911.232061
  nChanged 147
		SP:Iteration 8Q (171911.230000 sec): 3 clusters
  Score: Raw -607869.573147 + Penalty 2886.641935 = -604982.931212
  nChanged 101
		SP:Iteration 9Q (171911.430000 sec): 3 clusters
  Score: Raw -607921.382070 + Penalty 2886.641935 = -605034.740135
  nChanged 78
		SP:Iteration 10Q (171911.660000 sec): 3 clusters
  Score: Raw -607956.957141 + Penalty 2886.641935 = -605070.315206
  nChanged 52
		SP:Iteration 11Q (171911.860000 sec): 3 clusters
  Score: Raw -607973.808539 + Penalty 2886.641935 = -605087.166604
  nChanged 40
		SP:Iteration 12Q (171912.040000 sec): 3 clusters
  Score: Raw -607989.509197 + Penalty 2886.641935 = -605102.867262
  nChanged 28
		SP:Iteration 13Q (171912.270000 sec): 3 clusters
  Score: Raw -607997.446323 + Penalty 2886.641935 = -605110.804388
  nChanged 22
		SP:Iteration 14Q (171912.440000 sec): 3 clusters
  Score: Raw -608005.610859 + Penalty 2886.641935 = -605118.968925
  nChanged 25
		SP:Iteration 15Q (171912.640000 sec): 3 clusters
  Score: Raw -608015.746702 + Penalty 2886.641935 = -605129.104767
  nChanged 17
		SP:Iteration 16Q (171912.880000 sec): 3 clusters
  Score: Raw -608024.659791 + Penalty 2886.641935 = -605138.017856
  nChanged 27
		SP:Iteration 17Q (171913.040000 sec): 3 clusters
  Score: Raw -608038.483835 + Penalty 2886.641935 = -605151.841900
  nChanged 33
		SP:Iteration 18Q (171913.210000 sec): 3 clusters
  Score: Raw -608054.713806 + Penalty 2886.641935 = -605168.071871
  nChanged 30
		SP:Iteration 19Q (171913.390000 sec): 3 clusters
  Score: Raw -608073.178126 + Penalty 2886.641935 = -605186.536191
  nChanged 31
		SP:Iteration 20F (171913.570000 sec): 3 clusters
  Score: Raw -608089.040977 + Penalty 2886.641935 = -605202.399042
  nChanged 29
		SP:Iteration 21Q (171913.800000 sec): 3 clusters
  Score: Raw -608101.323146 + Penalty 2886.641935 = -605214.681211
  nChanged 28
		SP:Iteration 22Q (171913.990000 sec): 3 clusters
  Score: Raw -608115.124987 + Penalty 2886.641935 = -605228.483053
  nChanged 23
		SP:Iteration 23Q (171914.170000 sec): 3 clusters
  Score: Raw -608122.236836 + Penalty 2886.641935 = -605235.594901
  nChanged 17
		SP:Iteration 24Q (171914.310000 sec): 3 clusters
  Score: Raw -608127.411110 + Penalty 2886.641935 = -605240.769175
  nChanged 8
		SP:Iteration 25Q (171914.550000 sec): 3 clusters
  Score: Raw -608130.140231 + Penalty 2886.641935 = -605243.498296
  nChanged 7
		SP:Iteration 26Q (171914.750000 sec): 3 clusters
  Score: Raw -608132.403322 + Penalty 2886.641935 = -605245.761387
  nChanged 3
		SP:Iteration 27Q (171914.930000 sec): 3 clusters
  Score: Raw -608132.895289 + Penalty 2886.641935 = -605246.253354
  nChanged 1
		SP:Iteration 28Q (171915.150000 sec): 3 clusters
  Score: Raw -608133.016348 + Penalty 2886.641935 = -605246.374413
  nChanged 1
		SP:Iteration 29Q (171915.330000 sec): 3 clusters
  Score: Raw -608133.206067 + Penalty 2886.641935 = -605246.564133
  nChanged 0
		SP:Iteration 30F (171915.520000 sec): 3 clusters
  Score: Raw -608133.206067 + Penalty 2886.641935 = -605246.564133
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 67 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171915.590000 sec): 2 clusters
  Score: Raw -36397.415947 + Penalty 986.494881 = -35410.921066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171915.780000 sec): 3 clusters
  Score: Raw -36359.952131 + Penalty 1972.989762 = -34386.962370
  nChanged 91
		SP:Iteration 1F (171916.000000 sec): 3 clusters
  Score: Raw -36511.971672 + Penalty 1972.989762 = -34538.981910
  nChanged 25
		SP:Iteration 2F (171916.170000 sec): 3 clusters
  Score: Raw -36558.349129 + Penalty 1972.989762 = -34585.359367
  nChanged 11
		SP:Iteration 3Q (171916.340000 sec): 3 clusters
  Score: Raw -36591.346461 + Penalty 1972.989762 = -34618.356699
  nChanged 5
		SP:Iteration 4Q (171916.510000 sec): 3 clusters
  Score: Raw -36604.127246 + Penalty 1972.989762 = -34631.137484
  nChanged 5
		SP:Iteration 5Q (171916.640000 sec): 3 clusters
  Score: Raw -36613.975076 + Penalty 1972.989762 = -34640.985314
  nChanged 1
		SP:Iteration 6Q (171916.830000 sec): 3 clusters
  Score: Raw -36616.338151 + Penalty 1972.989762 = -34643.348390
  nChanged 3
		SP:Iteration 7Q (171917.020000 sec): 3 clusters
  Score: Raw -36621.865392 + Penalty 1972.989762 = -34648.875631
  nChanged 4
		SP:Iteration 8Q (171917.170000 sec): 3 clusters
  Score: Raw -36631.770332 + Penalty 1972.989762 = -34658.780570
  nChanged 4
		SP:Iteration 9Q (171917.360000 sec): 3 clusters
  Score: Raw -36638.382907 + Penalty 1972.989762 = -34665.393146
  nChanged 3
		SP:Iteration 10Q (171917.530000 sec): 3 clusters
  Score: Raw -36642.174641 + Penalty 1972.989762 = -34669.184879
  nChanged 1
		SP:Iteration 11Q (171917.730000 sec): 3 clusters
  Score: Raw -36643.610332 + Penalty 1972.989762 = -34670.620571
  nChanged 1
		SP:Iteration 12Q (171917.930000 sec): 3 clusters
  Score: Raw -36644.756747 + Penalty 1972.989762 = -34671.766986
  nChanged 0
		SP:Iteration 13F (171918.100000 sec): 3 clusters
  Score: Raw -36644.756747 + Penalty 1972.989762 = -34671.766986
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 68 (14517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171918.260000 sec): 2 clusters
  Score: Raw -1236933.317271 + Penalty 1557.249794 = -1235376.067477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171918.460000 sec): 3 clusters
  Score: Raw -1228376.488760 + Penalty 3114.499588 = -1225261.989172
  nChanged 6495
		SP:Iteration 1F (171918.690000 sec): 3 clusters
  Score: Raw -1232183.313763 + Penalty 3114.499588 = -1229068.814175
  nChanged 1129
		SP:Iteration 2F (171918.910000 sec): 3 clusters
  Score: Raw -1232936.184215 + Penalty 3114.499588 = -1229821.684627
  nChanged 1118
		SP:Iteration 3F (171919.160000 sec): 3 clusters
  Score: Raw -1233711.790742 + Penalty 3114.499588 = -1230597.291154
  nChanged 1064
		SP:Iteration 4F (171919.390000 sec): 3 clusters
  Score: Raw -1234391.344138 + Penalty 3114.499588 = -1231276.844550
  nChanged 908
		SP:Iteration 5F (171919.610000 sec): 3 clusters
  Score: Raw -1234912.066134 + Penalty 3114.499588 = -1231797.566546
  nChanged 717
		SP:Iteration 6Q (171919.850000 sec): 3 clusters
  Score: Raw -1235269.367950 + Penalty 3114.499588 = -1232154.868362
  nChanged 546
		SP:Iteration 7Q (171920.110000 sec): 3 clusters
  Score: Raw -1235508.751912 + Penalty 3114.499588 = -1232394.252323
  nChanged 432
		SP:Iteration 8Q (171920.370000 sec): 3 clusters
  Score: Raw -1235673.490406 + Penalty 3114.499588 = -1232558.990818
  nChanged 336
		SP:Iteration 9Q (171920.580000 sec): 3 clusters
  Score: Raw -1235776.522481 + Penalty 3114.499588 = -1232662.022893
  nChanged 233
		SP:Iteration 10Q (171920.790000 sec): 3 clusters
  Score: Raw -1235833.835906 + Penalty 3114.499588 = -1232719.336318
  nChanged 172
		SP:Iteration 11Q (171921.030000 sec): 3 clusters
  Score: Raw -1235872.516972 + Penalty 3114.499588 = -1232758.017384
  nChanged 142
		SP:Iteration 12Q (171921.250000 sec): 3 clusters
  Score: Raw -1235903.148523 + Penalty 3114.499588 = -1232788.648935
  nChanged 124
		SP:Iteration 13Q (171921.510000 sec): 3 clusters
  Score: Raw -1235926.010666 + Penalty 3114.499588 = -1232811.511078
  nChanged 107
		SP:Iteration 14Q (171921.710000 sec): 3 clusters
  Score: Raw -1235946.672059 + Penalty 3114.499588 = -1232832.172471
  nChanged 100
		SP:Iteration 15Q (171922.000000 sec): 3 clusters
  Score: Raw -1235963.697845 + Penalty 3114.499588 = -1232849.198256
  nChanged 88
		SP:Iteration 16Q (171922.190000 sec): 3 clusters
  Score: Raw -1235980.946801 + Penalty 3114.499588 = -1232866.447213
  nChanged 96
		SP:Iteration 17Q (171922.460000 sec): 3 clusters
  Score: Raw -1236000.125386 + Penalty 3114.499588 = -1232885.625798
  nChanged 112
		SP:Iteration 18Q (171922.700000 sec): 3 clusters
  Score: Raw -1236022.743713 + Penalty 3114.499588 = -1232908.244125
  nChanged 109
		SP:Iteration 19Q (171922.930000 sec): 3 clusters
  Score: Raw -1236046.807969 + Penalty 3114.499588 = -1232932.308381
  nChanged 121
		SP:Iteration 20F (171923.150000 sec): 3 clusters
  Score: Raw -1236075.914490 + Penalty 3114.499588 = -1232961.414902
  nChanged 136
		SP:Iteration 21Q (171923.400000 sec): 3 clusters
  Score: Raw -1236112.284293 + Penalty 3114.499588 = -1232997.784705
  nChanged 161
		SP:Iteration 22Q (171923.610000 sec): 3 clusters
  Score: Raw -1236162.313126 + Penalty 3114.499588 = -1233047.813538
  nChanged 178
		SP:Iteration 23Q (171923.840000 sec): 3 clusters
  Score: Raw -1236223.297304 + Penalty 3114.499588 = -1233108.797716
  nChanged 186
		SP:Iteration 24Q (171924.060000 sec): 3 clusters
  Score: Raw -1236287.927571 + Penalty 3114.499588 = -1233173.427983
  nChanged 179
		SP:Iteration 25Q (171924.290000 sec): 3 clusters
  Score: Raw -1236355.125599 + Penalty 3114.499588 = -1233240.626011
  nChanged 174
		SP:Iteration 26Q (171924.550000 sec): 3 clusters
  Score: Raw -1236429.707802 + Penalty 3114.499588 = -1233315.208214
  nChanged 186
		SP:Iteration 27Q (171924.790000 sec): 3 clusters
  Score: Raw -1236507.557714 + Penalty 3114.499588 = -1233393.058126
  nChanged 151
		SP:Iteration 28Q (171925.000000 sec): 3 clusters
  Score: Raw -1236574.081003 + Penalty 3114.499588 = -1233459.581415
  nChanged 144
		SP:Iteration 29Q (171925.240000 sec): 3 clusters
  Score: Raw -1236635.619453 + Penalty 3114.499588 = -1233521.119865
  nChanged 126
		SP:Iteration 30Q (171925.480000 sec): 3 clusters
  Score: Raw -1236693.540639 + Penalty 3114.499588 = -1233579.041051
  nChanged 121
		SP:Iteration 31Q (171925.690000 sec): 3 clusters
  Score: Raw -1236740.785048 + Penalty 3114.499588 = -1233626.285460
  nChanged 102
		SP:Iteration 32Q (171925.910000 sec): 3 clusters
  Score: Raw -1236783.935794 + Penalty 3114.499588 = -1233669.436206
  nChanged 102
		SP:Iteration 33Q (171926.130000 sec): 3 clusters
  Score: Raw -1236832.086346 + Penalty 3114.499588 = -1233717.586758
  nChanged 97
		SP:Iteration 34Q (171926.360000 sec): 3 clusters
  Score: Raw -1236875.502965 + Penalty 3114.499588 = -1233761.003377
  nChanged 85
		SP:Iteration 35Q (171926.640000 sec): 3 clusters
  Score: Raw -1236916.087230 + Penalty 3114.499588 = -1233801.587642
  nChanged 66
		SP:Iteration 36Q (171926.820000 sec): 3 clusters
  Score: Raw -1236950.153303 + Penalty 3114.499588 = -1233835.653715
  nChanged 74
		SP:Iteration 37Q (171927.100000 sec): 3 clusters
  Score: Raw -1236984.770955 + Penalty 3114.499588 = -1233870.271367
  nChanged 57
		SP:Iteration 38Q (171927.300000 sec): 3 clusters
  Score: Raw -1237011.077220 + Penalty 3114.499588 = -1233896.577632
  nChanged 54
		SP:Iteration 39Q (171927.530000 sec): 3 clusters
  Score: Raw -1237035.352218 + Penalty 3114.499588 = -1233920.852630
  nChanged 37
		SP:Iteration 40F (171927.740000 sec): 3 clusters
  Score: Raw -1237049.197102 + Penalty 3114.499588 = -1233934.697514
  nChanged 17
		SP:Iteration 41Q (171927.940000 sec): 3 clusters
  Score: Raw -1237056.548766 + Penalty 3114.499588 = -1233942.049178
  nChanged 16
		SP:Iteration 42Q (171928.190000 sec): 3 clusters
  Score: Raw -1237065.063413 + Penalty 3114.499588 = -1233950.563825
  nChanged 16
		SP:Iteration 43Q (171928.440000 sec): 3 clusters
  Score: Raw -1237071.927042 + Penalty 3114.499588 = -1233957.427454
  nChanged 15
		SP:Iteration 44Q (171928.630000 sec): 3 clusters
  Score: Raw -1237077.198722 + Penalty 3114.499588 = -1233962.699134
  nChanged 15
		SP:Iteration 45Q (171928.850000 sec): 3 clusters
  Score: Raw -1237082.927180 + Penalty 3114.499588 = -1233968.427592
  nChanged 13
		SP:Iteration 46Q (171929.070000 sec): 3 clusters
  Score: Raw -1237089.768732 + Penalty 3114.499588 = -1233975.269144
  nChanged 12
		SP:Iteration 47Q (171929.310000 sec): 3 clusters
  Score: Raw -1237093.944094 + Penalty 3114.499588 = -1233979.444505
  nChanged 2
		SP:Iteration 48Q (171929.560000 sec): 3 clusters
  Score: Raw -1237096.202792 + Penalty 3114.499588 = -1233981.703204
  nChanged 11
		SP:Iteration 49Q (171929.780000 sec): 3 clusters
  Score: Raw -1237105.064179 + Penalty 3114.499588 = -1233990.564591
  nChanged 17
		SP:Iteration 50Q (171929.980000 sec): 3 clusters
  Score: Raw -1237114.155922 + Penalty 3114.499588 = -1233999.656334
  nChanged 10
		SP:Iteration 51Q (171930.230000 sec): 3 clusters
  Score: Raw -1237118.867958 + Penalty 3114.499588 = -1234004.368370
  nChanged 11
		SP:Iteration 52Q (171930.440000 sec): 3 clusters
  Score: Raw -1237124.998738 + Penalty 3114.499588 = -1234010.499150
  nChanged 8
		SP:Iteration 53Q (171930.630000 sec): 3 clusters
  Score: Raw -1237128.568552 + Penalty 3114.499588 = -1234014.068964
  nChanged 13
		SP:Iteration 54Q (171930.890000 sec): 3 clusters
  Score: Raw -1237135.185291 + Penalty 3114.499588 = -1234020.685703
  nChanged 11
		SP:Iteration 55Q (171931.110000 sec): 3 clusters
  Score: Raw -1237139.335624 + Penalty 3114.499588 = -1234024.836036
  nChanged 11
		SP:Iteration 56Q (171931.290000 sec): 3 clusters
  Score: Raw -1237145.422689 + Penalty 3114.499588 = -1234030.923101
  nChanged 12
		SP:Iteration 57Q (171931.540000 sec): 3 clusters
  Score: Raw -1237150.789084 + Penalty 3114.499588 = -1234036.289496
  nChanged 6
		SP:Iteration 58Q (171931.780000 sec): 3 clusters
  Score: Raw -1237153.983165 + Penalty 3114.499588 = -1234039.483577
  nChanged 7
		SP:Iteration 59Q (171931.980000 sec): 3 clusters
  Score: Raw -1237156.848527 + Penalty 3114.499588 = -1234042.348939
  nChanged 5
		SP:Iteration 60F (171932.220000 sec): 3 clusters
  Score: Raw -1237158.069485 + Penalty 3114.499588 = -1234043.569897
  nChanged 6
		SP:Iteration 61Q (171932.450000 sec): 3 clusters
  Score: Raw -1237160.350374 + Penalty 3114.499588 = -1234045.850786
  nChanged 5
		SP:Iteration 62Q (171932.670000 sec): 3 clusters
  Score: Raw -1237161.604381 + Penalty 3114.499588 = -1234047.104793
  nChanged 3
		SP:Iteration 63Q (171932.920000 sec): 3 clusters
  Score: Raw -1237163.185676 + Penalty 3114.499588 = -1234048.686088
  nChanged 3
		SP:Iteration 64Q (171933.140000 sec): 3 clusters
  Score: Raw -1237163.815857 + Penalty 3114.499588 = -1234049.316269
  nChanged 2
		SP:Iteration 65Q (171933.350000 sec): 3 clusters
  Score: Raw -1237164.248607 + Penalty 3114.499588 = -1234049.749019
  nChanged 1
		SP:Iteration 66Q (171933.570000 sec): 3 clusters
  Score: Raw -1237164.789155 + Penalty 3114.499588 = -1234050.289567
  nChanged 1
		SP:Iteration 67Q (171933.800000 sec): 3 clusters
  Score: Raw -1237165.345946 + Penalty 3114.499588 = -1234050.846358
  nChanged 1
		SP:Iteration 68Q (171934.030000 sec): 3 clusters
  Score: Raw -1237165.888515 + Penalty 3114.499588 = -1234051.388927
  nChanged 1
		SP:Iteration 69Q (171934.260000 sec): 3 clusters
  Score: Raw -1237166.315442 + Penalty 3114.499588 = -1234051.815854
  nChanged 1
		SP:Iteration 70Q (171934.480000 sec): 3 clusters
  Score: Raw -1237167.303742 + Penalty 3114.499588 = -1234052.804154
  nChanged 2
		SP:Iteration 71Q (171934.670000 sec): 3 clusters
  Score: Raw -1237169.060498 + Penalty 3114.499588 = -1234054.560910
  nChanged 2
		SP:Iteration 72Q (171934.910000 sec): 3 clusters
  Score: Raw -1237169.896617 + Penalty 3114.499588 = -1234055.397029
  nChanged 3
		SP:Iteration 73Q (171935.160000 sec): 3 clusters
  Score: Raw -1237170.644777 + Penalty 3114.499588 = -1234056.145189
  nChanged 3
		SP:Iteration 74Q (171935.380000 sec): 3 clusters
  Score: Raw -1237171.657718 + Penalty 3114.499588 = -1234057.158130
  nChanged 1
		SP:Iteration 75Q (171935.580000 sec): 3 clusters
  Score: Raw -1237172.042193 + Penalty 3114.499588 = -1234057.542605
  nChanged 1
		SP:Iteration 76Q (171935.820000 sec): 3 clusters
  Score: Raw -1237172.236132 + Penalty 3114.499588 = -1234057.736544
  nChanged 0
		SP:Iteration 77F (171936.050000 sec): 3 clusters
  Score: Raw -1237172.236132 + Penalty 3114.499588 = -1234057.736544
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 69 (520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171936.140000 sec): 2 clusters
  Score: Raw -45139.679809 + Penalty 1016.247182 = -44123.432627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171936.340000 sec): 3 clusters
  Score: Raw -45057.366095 + Penalty 2032.494364 = -43024.871731
  nChanged 142
		SP:Iteration 1F (171936.550000 sec): 3 clusters
  Score: Raw -45237.900752 + Penalty 2032.494364 = -43205.406388
  nChanged 29
		SP:Iteration 2F (171936.720000 sec): 3 clusters
  Score: Raw -45276.378392 + Penalty 2032.494364 = -43243.884028
  nChanged 10
		SP:Iteration 3Q (171936.910000 sec): 3 clusters
  Score: Raw -45285.873148 + Penalty 2032.494364 = -43253.378784
  nChanged 8
		SP:Iteration 4Q (171937.110000 sec): 3 clusters
  Score: Raw -45297.640610 + Penalty 2032.494364 = -43265.146246
  nChanged 9
		SP:Iteration 5Q (171937.260000 sec): 3 clusters
  Score: Raw -45309.747842 + Penalty 2032.494364 = -43277.253478
  nChanged 6
		SP:Iteration 6Q (171937.430000 sec): 3 clusters
  Score: Raw -45314.709444 + Penalty 2032.494364 = -43282.215081
  nChanged 3
		SP:Iteration 7Q (171937.620000 sec): 3 clusters
  Score: Raw -45319.126873 + Penalty 2032.494364 = -43286.632510
  nChanged 2
		SP:Iteration 8Q (171937.780000 sec): 3 clusters
  Score: Raw -45320.593625 + Penalty 2032.494364 = -43288.099261
  nChanged 3
		SP:Iteration 9Q (171937.920000 sec): 3 clusters
  Score: Raw -45325.764287 + Penalty 2032.494364 = -43293.269924
  nChanged 1
		SP:Iteration 10Q (171938.070000 sec): 3 clusters
  Score: Raw -45327.526819 + Penalty 2032.494364 = -43295.032455
  nChanged 0
		SP:Iteration 11F (171938.280000 sec): 3 clusters
  Score: Raw -45327.526819 + Penalty 2032.494364 = -43295.032455
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 70 (2020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171938.380000 sec): 2 clusters
  Score: Raw -164123.340256 + Penalty 1236.763578 = -162886.576677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171938.580000 sec): 3 clusters
  Score: Raw -163317.135312 + Penalty 2473.527157 = -160843.608155
  nChanged 691
		SP:Iteration 1F (171938.730000 sec): 3 clusters
  Score: Raw -163800.447315 + Penalty 2473.527157 = -161326.920158
  nChanged 169
		SP:Iteration 2F (171938.890000 sec): 3 clusters
  Score: Raw -163920.021917 + Penalty 2473.527157 = -161446.494760
  nChanged 98
		SP:Iteration 3Q (171939.090000 sec): 3 clusters
  Score: Raw -163991.401911 + Penalty 2473.527157 = -161517.874754
  nChanged 48
		SP:Iteration 4Q (171939.240000 sec): 3 clusters
  Score: Raw -164029.326306 + Penalty 2473.527157 = -161555.799150
  nChanged 44
		SP:Iteration 5Q (171939.380000 sec): 3 clusters
  Score: Raw -164060.941176 + Penalty 2473.527157 = -161587.414019
  nChanged 32
		SP:Iteration 6Q (171939.550000 sec): 3 clusters
  Score: Raw -164077.150471 + Penalty 2473.527157 = -161603.623314
  nChanged 20
		SP:Iteration 7Q (171939.750000 sec): 3 clusters
  Score: Raw -164089.725436 + Penalty 2473.527157 = -161616.198279
  nChanged 27
		SP:Iteration 8Q (171939.920000 sec): 3 clusters
  Score: Raw -164109.194949 + Penalty 2473.527157 = -161635.667793
  nChanged 32
		SP:Iteration 9Q (171940.070000 sec): 3 clusters
  Score: Raw -164131.036829 + Penalty 2473.527157 = -161657.509672
  nChanged 27
		SP:Iteration 10Q (171940.270000 sec): 3 clusters
  Score: Raw -164145.505463 + Penalty 2473.527157 = -161671.978306
  nChanged 22
		SP:Iteration 11Q (171940.410000 sec): 3 clusters
  Score: Raw -164157.670207 + Penalty 2473.527157 = -161684.143050
  nChanged 18
		SP:Iteration 12Q (171940.590000 sec): 3 clusters
  Score: Raw -164164.172704 + Penalty 2473.527157 = -161690.645547
  nChanged 13
		SP:Iteration 13Q (171940.810000 sec): 3 clusters
  Score: Raw -164170.948712 + Penalty 2473.527157 = -161697.421555
  nChanged 7
		SP:Iteration 14Q (171941.000000 sec): 3 clusters
  Score: Raw -164175.331119 + Penalty 2473.527157 = -161701.803962
  nChanged 5
		SP:Iteration 15Q (171941.170000 sec): 3 clusters
  Score: Raw -164178.274840 + Penalty 2473.527157 = -161704.747683
  nChanged 5
		SP:Iteration 16Q (171941.330000 sec): 3 clusters
  Score: Raw -164181.044946 + Penalty 2473.527157 = -161707.517789
  nChanged 7
		SP:Iteration 17Q (171941.530000 sec): 3 clusters
  Score: Raw -164184.683595 + Penalty 2473.527157 = -161711.156438
  nChanged 5
		SP:Iteration 18Q (171941.730000 sec): 3 clusters
  Score: Raw -164186.857235 + Penalty 2473.527157 = -161713.330078
  nChanged 1
		SP:Iteration 19Q (171941.910000 sec): 3 clusters
  Score: Raw -164187.120796 + Penalty 2473.527157 = -161713.593639
  nChanged 0
		SP:Iteration 20F (171942.080000 sec): 3 clusters
  Score: Raw -164187.120796 + Penalty 2473.527157 = -161713.593639
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 71 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171942.150000 sec): 2 clusters
  Score: Raw -36282.560112 + Penalty 977.625538 = -35304.934573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171942.350000 sec): 3 clusters
  Score: Raw -36231.231127 + Penalty 1955.251077 = -34275.980050
  nChanged 81
		SP:Iteration 1F (171942.510000 sec): 3 clusters
  Score: Raw -36355.258968 + Penalty 1955.251077 = -34400.007891
  nChanged 23
		SP:Iteration 2F (171942.730000 sec): 3 clusters
  Score: Raw -36395.280990 + Penalty 1955.251077 = -34440.029913
  nChanged 12
		SP:Iteration 3Q (171942.910000 sec): 3 clusters
  Score: Raw -36429.749284 + Penalty 1955.251077 = -34474.498207
  nChanged 8
		SP:Iteration 4Q (171943.100000 sec): 3 clusters
  Score: Raw -36446.853265 + Penalty 1955.251077 = -34491.602188
  nChanged 2
		SP:Iteration 5Q (171943.270000 sec): 3 clusters
  Score: Raw -36449.049129 + Penalty 1955.251077 = -34493.798052
  nChanged 0
		SP:Iteration 6F (171943.450000 sec): 3 clusters
  Score: Raw -36449.049129 + Penalty 1955.251077 = -34493.798052
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 72 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171943.550000 sec): 2 clusters
  Score: Raw -22670.541171 + Penalty 899.175792 = -21771.365379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171943.750000 sec): 3 clusters
  Score: Raw -22735.145949 + Penalty 1798.351584 = -20936.794365
  nChanged 38
		SP:Iteration 1F (171943.900000 sec): 3 clusters
  Score: Raw -22822.066959 + Penalty 1798.351584 = -21023.715376
  nChanged 5
		SP:Iteration 2Q (171944.090000 sec): 3 clusters
  Score: Raw -22837.377691 + Penalty 1798.351584 = -21039.026107
  nChanged 2
		SP:Iteration 3Q (171944.250000 sec): 3 clusters
  Score: Raw -22842.264438 + Penalty 1798.351584 = -21043.912854
  nChanged 2
		SP:Iteration 4Q (171944.450000 sec): 3 clusters
  Score: Raw -22848.186083 + Penalty 1798.351584 = -21049.834499
  nChanged 1
		SP:Iteration 5Q (171944.610000 sec): 3 clusters
  Score: Raw -22850.094438 + Penalty 1798.351584 = -21051.742854
  nChanged 0
		SP:Iteration 6F (171944.770000 sec): 3 clusters
  Score: Raw -22850.094438 + Penalty 1798.351584 = -21051.742854
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 73 (8301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171944.910000 sec): 2 clusters
  Score: Raw -667788.905434 + Penalty 1466.421331 = -666322.484103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171945.100000 sec): 3 clusters
  Score: Raw -663150.259179 + Penalty 2932.842662 = -660217.416517
  nChanged 3525
		SP:Iteration 1F (171945.320000 sec): 3 clusters
  Score: Raw -665114.277048 + Penalty 2932.842662 = -662181.434385
  nChanged 608
		SP:Iteration 2F (171945.530000 sec): 3 clusters
  Score: Raw -665440.873469 + Penalty 2932.842662 = -662508.030806
  nChanged 515
		SP:Iteration 3F (171945.760000 sec): 3 clusters
  Score: Raw -665711.742032 + Penalty 2932.842662 = -662778.899370
  nChanged 430
		SP:Iteration 4F (171945.930000 sec): 3 clusters
  Score: Raw -665951.137827 + Penalty 2932.842662 = -663018.295165
  nChanged 377
		SP:Iteration 5Q (171946.150000 sec): 3 clusters
  Score: Raw -666155.117714 + Penalty 2932.842662 = -663222.275052
  nChanged 325
		SP:Iteration 6Q (171946.350000 sec): 3 clusters
  Score: Raw -666349.799539 + Penalty 2932.842662 = -663416.956877
  nChanged 320
		SP:Iteration 7Q (171946.600000 sec): 3 clusters
  Score: Raw -666530.022559 + Penalty 2932.842662 = -663597.179897
  nChanged 308
		SP:Iteration 8Q (171946.790000 sec): 3 clusters
  Score: Raw -666735.907278 + Penalty 2932.842662 = -663803.064616
  nChanged 333
		SP:Iteration 9Q (171946.990000 sec): 3 clusters
  Score: Raw -666975.320926 + Penalty 2932.842662 = -664042.478264
  nChanged 325
		SP:Iteration 10Q (171947.170000 sec): 3 clusters
  Score: Raw -667211.614110 + Penalty 2932.842662 = -664278.771448
  nChanged 284
		SP:Iteration 11Q (171947.410000 sec): 3 clusters
  Score: Raw -667400.528002 + Penalty 2932.842662 = -664467.685340
  nChanged 266
		SP:Iteration 12Q (171947.560000 sec): 3 clusters
  Score: Raw -667569.579928 + Penalty 2932.842662 = -664636.737266
  nChanged 227
		SP:Iteration 13Q (171947.760000 sec): 3 clusters
  Score: Raw -667701.356508 + Penalty 2932.842662 = -664768.513846
  nChanged 182
		SP:Iteration 14Q (171947.940000 sec): 3 clusters
  Score: Raw -667794.452463 + Penalty 2932.842662 = -664861.609801
  nChanged 155
		SP:Iteration 15Q (171948.170000 sec): 3 clusters
  Score: Raw -667871.710000 + Penalty 2932.842662 = -664938.867337
  nChanged 134
		SP:Iteration 16Q (171948.410000 sec): 3 clusters
  Score: Raw -667937.157179 + Penalty 2932.842662 = -665004.314517
  nChanged 95
		SP:Iteration 17Q (171948.580000 sec): 3 clusters
  Score: Raw -667976.859503 + Penalty 2932.842662 = -665044.016841
  nChanged 84
		SP:Iteration 18Q (171948.820000 sec): 3 clusters
  Score: Raw -668012.702754 + Penalty 2932.842662 = -665079.860092
  nChanged 88
		SP:Iteration 19Q (171949.030000 sec): 3 clusters
  Score: Raw -668058.654871 + Penalty 2932.842662 = -665125.812209
  nChanged 99
		SP:Iteration 20F (171949.220000 sec): 3 clusters
  Score: Raw -668107.688371 + Penalty 2932.842662 = -665174.845709
  nChanged 90
		SP:Iteration 21Q (171949.460000 sec): 3 clusters
  Score: Raw -668149.610299 + Penalty 2932.842662 = -665216.767637
  nChanged 82
		SP:Iteration 22Q (171949.620000 sec): 3 clusters
  Score: Raw -668183.059721 + Penalty 2932.842662 = -665250.217059
  nChanged 56
		SP:Iteration 23Q (171949.820000 sec): 3 clusters
  Score: Raw -668207.381595 + Penalty 2932.842662 = -665274.538932
  nChanged 52
		SP:Iteration 24Q (171950.040000 sec): 3 clusters
  Score: Raw -668229.858183 + Penalty 2932.842662 = -665297.015521
  nChanged 53
		SP:Iteration 25Q (171950.220000 sec): 3 clusters
  Score: Raw -668247.457404 + Penalty 2932.842662 = -665314.614741
  nChanged 34
		SP:Iteration 26Q (171950.450000 sec): 3 clusters
  Score: Raw -668256.674296 + Penalty 2932.842662 = -665323.831634
  nChanged 35
		SP:Iteration 27Q (171950.690000 sec): 3 clusters
  Score: Raw -668266.788326 + Penalty 2932.842662 = -665333.945664
  nChanged 31
		SP:Iteration 28Q (171950.870000 sec): 3 clusters
  Score: Raw -668279.161636 + Penalty 2932.842662 = -665346.318974
  nChanged 33
		SP:Iteration 29Q (171951.080000 sec): 3 clusters
  Score: Raw -668290.408899 + Penalty 2932.842662 = -665357.566236
  nChanged 30
		SP:Iteration 30Q (171951.300000 sec): 3 clusters
  Score: Raw -668300.898238 + Penalty 2932.842662 = -665368.055575
  nChanged 30
		SP:Iteration 31Q (171951.530000 sec): 3 clusters
  Score: Raw -668310.078583 + Penalty 2932.842662 = -665377.235921
  nChanged 26
		SP:Iteration 32Q (171951.720000 sec): 3 clusters
  Score: Raw -668317.663285 + Penalty 2932.842662 = -665384.820623
  nChanged 27
		SP:Iteration 33Q (171951.950000 sec): 3 clusters
  Score: Raw -668324.759108 + Penalty 2932.842662 = -665391.916446
  nChanged 16
		SP:Iteration 34Q (171952.140000 sec): 3 clusters
  Score: Raw -668329.212327 + Penalty 2932.842662 = -665396.369665
  nChanged 15
		SP:Iteration 35Q (171952.320000 sec): 3 clusters
  Score: Raw -668332.978226 + Penalty 2932.842662 = -665400.135564
  nChanged 8
		SP:Iteration 36Q (171952.540000 sec): 3 clusters
  Score: Raw -668334.907574 + Penalty 2932.842662 = -665402.064911
  nChanged 6
		SP:Iteration 37Q (171952.710000 sec): 3 clusters
  Score: Raw -668336.159637 + Penalty 2932.842662 = -665403.316975
  nChanged 5
		SP:Iteration 38Q (171952.950000 sec): 3 clusters
  Score: Raw -668336.888837 + Penalty 2932.842662 = -665404.046175
  nChanged 0
		SP:Iteration 39F (171953.140000 sec): 3 clusters
  Score: Raw -668336.888837 + Penalty 2932.842662 = -665404.046175
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 74 (447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171953.270000 sec): 2 clusters
  Score: Raw -36694.764043 + Penalty 991.665772 = -35703.098271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171953.440000 sec): 3 clusters
  Score: Raw -36661.437051 + Penalty 1983.331543 = -34678.105508
  nChanged 109
		SP:Iteration 1F (171953.630000 sec): 3 clusters
  Score: Raw -36815.447186 + Penalty 1983.331543 = -34832.115643
  nChanged 24
		SP:Iteration 2F (171953.800000 sec): 3 clusters
  Score: Raw -36855.052097 + Penalty 1983.331543 = -34871.720554
  nChanged 10
		SP:Iteration 3Q (171953.970000 sec): 3 clusters
  Score: Raw -36872.322761 + Penalty 1983.331543 = -34888.991218
  nChanged 6
		SP:Iteration 4Q (171954.150000 sec): 3 clusters
  Score: Raw -36883.300826 + Penalty 1983.331543 = -34899.969283
  nChanged 5
		SP:Iteration 5Q (171954.320000 sec): 3 clusters
  Score: Raw -36892.720519 + Penalty 1983.331543 = -34909.388976
  nChanged 2
		SP:Iteration 6Q (171954.510000 sec): 3 clusters
  Score: Raw -36896.161082 + Penalty 1983.331543 = -34912.829539
  nChanged 1
		SP:Iteration 7Q (171954.660000 sec): 3 clusters
  Score: Raw -36898.668015 + Penalty 1983.331543 = -34915.336472
  nChanged 1
		SP:Iteration 8Q (171954.890000 sec): 3 clusters
  Score: Raw -36899.704346 + Penalty 1983.331543 = -34916.372803
  nChanged 1
		SP:Iteration 9Q (171955.070000 sec): 3 clusters
  Score: Raw -36901.079958 + Penalty 1983.331543 = -34917.748415
  nChanged 0
		SP:Iteration 10F (171955.240000 sec): 3 clusters
  Score: Raw -36901.079958 + Penalty 1983.331543 = -34917.748415
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 75 (7209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171955.330000 sec): 2 clusters
  Score: Raw -632524.682574 + Penalty 1443.501398 = -631081.181176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171955.590000 sec): 3 clusters
  Score: Raw -628581.995841 + Penalty 2887.002795 = -625694.993046
  nChanged 3031
		SP:Iteration 1F (171955.740000 sec): 3 clusters
  Score: Raw -630164.469415 + Penalty 2887.002795 = -627277.466620
  nChanged 481
		SP:Iteration 2F (171955.930000 sec): 3 clusters
  Score: Raw -630381.075156 + Penalty 2887.002795 = -627494.072360
  nChanged 375
		SP:Iteration 3F (171956.120000 sec): 3 clusters
  Score: Raw -630538.566182 + Penalty 2887.002795 = -627651.563387
  nChanged 327
		SP:Iteration 4Q (171956.320000 sec): 3 clusters
  Score: Raw -630671.579389 + Penalty 2887.002795 = -627784.576594
  nChanged 270
		SP:Iteration 5Q (171956.500000 sec): 3 clusters
  Score: Raw -630790.318689 + Penalty 2887.002795 = -627903.315894
  nChanged 239
		SP:Iteration 6Q (171956.740000 sec): 3 clusters
  Score: Raw -630900.542232 + Penalty 2887.002795 = -628013.539437
  nChanged 236
		SP:Iteration 7Q (171956.920000 sec): 3 clusters
  Score: Raw -631010.010430 + Penalty 2887.002795 = -628123.007634
  nChanged 252
		SP:Iteration 8Q (171957.140000 sec): 3 clusters
  Score: Raw -631145.697317 + Penalty 2887.002795 = -628258.694521
  nChanged 295
		SP:Iteration 9Q (171957.300000 sec): 3 clusters
  Score: Raw -631320.343871 + Penalty 2887.002795 = -628433.341076
  nChanged 313
		SP:Iteration 10Q (171957.500000 sec): 3 clusters
  Score: Raw -631522.338744 + Penalty 2887.002795 = -628635.335949
  nChanged 315
		SP:Iteration 11Q (171957.690000 sec): 3 clusters
  Score: Raw -631744.543064 + Penalty 2887.002795 = -628857.540269
  nChanged 297
		SP:Iteration 12Q (171957.880000 sec): 3 clusters
  Score: Raw -631970.651915 + Penalty 2887.002795 = -629083.649119
  nChanged 268
		SP:Iteration 13Q (171958.080000 sec): 3 clusters
  Score: Raw -632184.531179 + Penalty 2887.002795 = -629297.528383
  nChanged 176
		SP:Iteration 14Q (171958.300000 sec): 3 clusters
  Score: Raw -632330.807772 + Penalty 2887.002795 = -629443.804976
  nChanged 117
		SP:Iteration 15Q (171958.460000 sec): 3 clusters
  Score: Raw -632451.872224 + Penalty 2887.002795 = -629564.869429
  nChanged 81
		SP:Iteration 16Q (171958.690000 sec): 3 clusters
  Score: Raw -632527.019889 + Penalty 2887.002795 = -629640.017093
  nChanged 59
		SP:Iteration 17Q (171958.870000 sec): 3 clusters
  Score: Raw -632583.236483 + Penalty 2887.002795 = -629696.233688
  nChanged 29
		SP:Iteration 18Q (171959.060000 sec): 3 clusters
  Score: Raw -632621.393361 + Penalty 2887.002795 = -629734.390565
  nChanged 26
		SP:Iteration 19Q (171959.270000 sec): 3 clusters
  Score: Raw -632654.263949 + Penalty 2887.002795 = -629767.261154
  nChanged 12
		SP:Iteration 20F (171959.480000 sec): 3 clusters
  Score: Raw -632667.565061 + Penalty 2887.002795 = -629780.562266
  nChanged 10
		SP:Iteration 21Q (171959.680000 sec): 3 clusters
  Score: Raw -632676.188390 + Penalty 2887.002795 = -629789.185595
  nChanged 2
		SP:Iteration 22Q (171959.910000 sec): 3 clusters
  Score: Raw -632677.365677 + Penalty 2887.002795 = -629790.362881
  nChanged 0
		SP:Iteration 23F (171960.090000 sec): 3 clusters
  Score: Raw -632677.365677 + Penalty 2887.002795 = -629790.362881
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 76 (524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171960.200000 sec): 2 clusters
  Score: Raw -43314.941122 + Penalty 1017.492399 = -42297.448723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171960.370000 sec): 3 clusters
  Score: Raw -43225.492045 + Penalty 2034.984797 = -41190.507247
  nChanged 116
		SP:Iteration 1F (171960.590000 sec): 3 clusters
  Score: Raw -43379.727474 + Penalty 2034.984797 = -41344.742677
  nChanged 26
		SP:Iteration 2Q (171960.770000 sec): 3 clusters
  Score: Raw -43419.518796 + Penalty 2034.984797 = -41384.533998
  nChanged 12
		SP:Iteration 3Q (171960.950000 sec): 3 clusters
  Score: Raw -43435.087231 + Penalty 2034.984797 = -41400.102434
  nChanged 11
		SP:Iteration 4Q (171961.130000 sec): 3 clusters
  Score: Raw -43452.889124 + Penalty 2034.984797 = -41417.904327
  nChanged 7
		SP:Iteration 5Q (171961.310000 sec): 3 clusters
  Score: Raw -43462.024681 + Penalty 2034.984797 = -41427.039884
  nChanged 4
		SP:Iteration 6Q (171961.450000 sec): 3 clusters
  Score: Raw -43467.802142 + Penalty 2034.984797 = -41432.817345
  nChanged 2
		SP:Iteration 7Q (171961.660000 sec): 3 clusters
  Score: Raw -43472.553351 + Penalty 2034.984797 = -41437.568554
  nChanged 5
		SP:Iteration 8Q (171961.820000 sec): 3 clusters
  Score: Raw -43478.702302 + Penalty 2034.984797 = -41443.717505
  nChanged 2
		SP:Iteration 9Q (171962.010000 sec): 3 clusters
  Score: Raw -43480.859120 + Penalty 2034.984797 = -41445.874323
  nChanged 2
		SP:Iteration 10Q (171962.210000 sec): 3 clusters
  Score: Raw -43483.619619 + Penalty 2034.984797 = -41448.634821
  nChanged 0
		SP:Iteration 11F (171962.370000 sec): 3 clusters
  Score: Raw -43483.619619 + Penalty 2034.984797 = -41448.634821
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 77 (4741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171962.450000 sec): 2 clusters
  Score: Raw -376981.675943 + Penalty 1375.400546 = -375606.275396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171962.660000 sec): 3 clusters
  Score: Raw -374497.571076 + Penalty 2750.801093 = -371746.769983
  nChanged 1935
		SP:Iteration 1F (171962.820000 sec): 3 clusters
  Score: Raw -375680.167844 + Penalty 2750.801093 = -372929.366751
  nChanged 360
		SP:Iteration 2F (171963.040000 sec): 3 clusters
  Score: Raw -375895.805819 + Penalty 2750.801093 = -373145.004726
  nChanged 269
		SP:Iteration 3F (171963.210000 sec): 3 clusters
  Score: Raw -376053.045000 + Penalty 2750.801093 = -373302.243907
  nChanged 205
		SP:Iteration 4Q (171963.400000 sec): 3 clusters
  Score: Raw -376165.658184 + Penalty 2750.801093 = -373414.857091
  nChanged 183
		SP:Iteration 5Q (171963.610000 sec): 3 clusters
  Score: Raw -376249.680847 + Penalty 2750.801093 = -373498.879754
  nChanged 139
		SP:Iteration 6Q (171963.780000 sec): 3 clusters
  Score: Raw -376306.803422 + Penalty 2750.801093 = -373556.002329
  nChanged 92
		SP:Iteration 7Q (171963.970000 sec): 3 clusters
  Score: Raw -376345.341092 + Penalty 2750.801093 = -373594.539999
  nChanged 97
		SP:Iteration 8Q (171964.170000 sec): 3 clusters
  Score: Raw -376384.251077 + Penalty 2750.801093 = -373633.449984
  nChanged 79
		SP:Iteration 9Q (171964.390000 sec): 3 clusters
  Score: Raw -376417.101132 + Penalty 2750.801093 = -373666.300039
  nChanged 78
		SP:Iteration 10Q (171964.550000 sec): 3 clusters
  Score: Raw -376448.252169 + Penalty 2750.801093 = -373697.451076
  nChanged 66
		SP:Iteration 11Q (171964.730000 sec): 3 clusters
  Score: Raw -376470.350525 + Penalty 2750.801093 = -373719.549432
  nChanged 65
		SP:Iteration 12Q (171964.930000 sec): 3 clusters
  Score: Raw -376498.075886 + Penalty 2750.801093 = -373747.274793
  nChanged 70
		SP:Iteration 13Q (171965.090000 sec): 3 clusters
  Score: Raw -376531.431823 + Penalty 2750.801093 = -373780.630730
  nChanged 61
		SP:Iteration 14Q (171965.280000 sec): 3 clusters
  Score: Raw -376561.803196 + Penalty 2750.801093 = -373811.002103
  nChanged 75
		SP:Iteration 15Q (171965.490000 sec): 3 clusters
  Score: Raw -376597.200913 + Penalty 2750.801093 = -373846.399820
  nChanged 76
		SP:Iteration 16Q (171965.670000 sec): 3 clusters
  Score: Raw -376636.228282 + Penalty 2750.801093 = -373885.427189
  nChanged 81
		SP:Iteration 17Q (171965.850000 sec): 3 clusters
  Score: Raw -376675.658729 + Penalty 2750.801093 = -373924.857636
  nChanged 75
		SP:Iteration 18Q (171966.030000 sec): 3 clusters
  Score: Raw -376726.111322 + Penalty 2750.801093 = -373975.310229
  nChanged 81
		SP:Iteration 19Q (171966.210000 sec): 3 clusters
  Score: Raw -376775.389200 + Penalty 2750.801093 = -374024.588107
  nChanged 95
		SP:Iteration 20F (171966.390000 sec): 3 clusters
  Score: Raw -376830.030793 + Penalty 2750.801093 = -374079.229700
  nChanged 89
		SP:Iteration 21Q (171966.570000 sec): 3 clusters
  Score: Raw -376886.299197 + Penalty 2750.801093 = -374135.498104
  nChanged 89
		SP:Iteration 22Q (171966.740000 sec): 3 clusters
  Score: Raw -376942.189259 + Penalty 2750.801093 = -374191.388166
  nChanged 85
		SP:Iteration 23Q (171966.940000 sec): 3 clusters
  Score: Raw -376998.126716 + Penalty 2750.801093 = -374247.325623
  nChanged 77
		SP:Iteration 24Q (171967.110000 sec): 3 clusters
  Score: Raw -377044.528499 + Penalty 2750.801093 = -374293.727406
  nChanged 57
		SP:Iteration 25Q (171967.310000 sec): 3 clusters
  Score: Raw -377068.575167 + Penalty 2750.801093 = -374317.774074
  nChanged 40
		SP:Iteration 26Q (171967.530000 sec): 3 clusters
  Score: Raw -377086.012714 + Penalty 2750.801093 = -374335.211621
  nChanged 33
		SP:Iteration 27Q (171967.690000 sec): 3 clusters
  Score: Raw -377099.277906 + Penalty 2750.801093 = -374348.476813
  nChanged 20
		SP:Iteration 28Q (171967.910000 sec): 3 clusters
  Score: Raw -377107.889020 + Penalty 2750.801093 = -374357.087927
  nChanged 25
		SP:Iteration 29Q (171968.080000 sec): 3 clusters
  Score: Raw -377117.406836 + Penalty 2750.801093 = -374366.605744
  nChanged 17
		SP:Iteration 30Q (171968.260000 sec): 3 clusters
  Score: Raw -377124.555986 + Penalty 2750.801093 = -374373.754893
  nChanged 16
		SP:Iteration 31Q (171968.480000 sec): 3 clusters
  Score: Raw -377131.319703 + Penalty 2750.801093 = -374380.518610
  nChanged 14
		SP:Iteration 32Q (171968.640000 sec): 3 clusters
  Score: Raw -377137.853747 + Penalty 2750.801093 = -374387.052654
  nChanged 14
		SP:Iteration 33Q (171968.830000 sec): 3 clusters
  Score: Raw -377143.742805 + Penalty 2750.801093 = -374392.941712
  nChanged 10
		SP:Iteration 34Q (171969.030000 sec): 3 clusters
  Score: Raw -377147.548678 + Penalty 2750.801093 = -374396.747585
  nChanged 12
		SP:Iteration 35Q (171969.200000 sec): 3 clusters
  Score: Raw -377151.701689 + Penalty 2750.801093 = -374400.900596
  nChanged 16
		SP:Iteration 36Q (171969.380000 sec): 3 clusters
  Score: Raw -377160.547540 + Penalty 2750.801093 = -374409.746447
  nChanged 15
		SP:Iteration 37Q (171969.570000 sec): 3 clusters
  Score: Raw -377166.950969 + Penalty 2750.801093 = -374416.149876
  nChanged 17
		SP:Iteration 38Q (171969.790000 sec): 3 clusters
  Score: Raw -377173.707206 + Penalty 2750.801093 = -374422.906113
  nChanged 15
		SP:Iteration 39Q (171970.000000 sec): 3 clusters
  Score: Raw -377181.160242 + Penalty 2750.801093 = -374430.359149
  nChanged 18
		SP:Iteration 40F (171970.180000 sec): 3 clusters
  Score: Raw -377187.223009 + Penalty 2750.801093 = -374436.421917
  nChanged 15
		SP:Iteration 41Q (171970.440000 sec): 3 clusters
  Score: Raw -377191.661057 + Penalty 2750.801093 = -374440.859964
  nChanged 17
		SP:Iteration 42Q (171970.570000 sec): 3 clusters
  Score: Raw -377197.251187 + Penalty 2750.801093 = -374446.450094
  nChanged 18
		SP:Iteration 43Q (171970.750000 sec): 3 clusters
  Score: Raw -377204.397960 + Penalty 2750.801093 = -374453.596867
  nChanged 17
		SP:Iteration 44Q (171970.930000 sec): 3 clusters
  Score: Raw -377209.890835 + Penalty 2750.801093 = -374459.089742
  nChanged 12
		SP:Iteration 45Q (171971.180000 sec): 3 clusters
  Score: Raw -377213.292535 + Penalty 2750.801093 = -374462.491443
  nChanged 6
		SP:Iteration 46Q (171971.400000 sec): 3 clusters
  Score: Raw -377214.610459 + Penalty 2750.801093 = -374463.809366
  nChanged 10
		SP:Iteration 47Q (171971.590000 sec): 3 clusters
  Score: Raw -377219.225774 + Penalty 2750.801093 = -374468.424681
  nChanged 7
		SP:Iteration 48Q (171971.780000 sec): 3 clusters
  Score: Raw -377223.411062 + Penalty 2750.801093 = -374472.609969
  nChanged 13
		SP:Iteration 49Q (171972.000000 sec): 3 clusters
  Score: Raw -377228.020098 + Penalty 2750.801093 = -374477.219005
  nChanged 12
		SP:Iteration 50Q (171972.240000 sec): 3 clusters
  Score: Raw -377231.273818 + Penalty 2750.801093 = -374480.472725
  nChanged 5
		SP:Iteration 51Q (171972.430000 sec): 3 clusters
  Score: Raw -377233.188516 + Penalty 2750.801093 = -374482.387423
  nChanged 2
		SP:Iteration 52Q (171972.630000 sec): 3 clusters
  Score: Raw -377233.607248 + Penalty 2750.801093 = -374482.806155
  nChanged 3
		SP:Iteration 53Q (171972.780000 sec): 3 clusters
  Score: Raw -377234.494141 + Penalty 2750.801093 = -374483.693048
  nChanged 1
		SP:Iteration 54Q (171973.030000 sec): 3 clusters
  Score: Raw -377234.960653 + Penalty 2750.801093 = -374484.159560
  nChanged 2
		SP:Iteration 55Q (171973.220000 sec): 3 clusters
  Score: Raw -377235.457149 + Penalty 2750.801093 = -374484.656056
  nChanged 2
		SP:Iteration 56Q (171973.400000 sec): 3 clusters
  Score: Raw -377236.294877 + Penalty 2750.801093 = -374485.493784
  nChanged 3
		SP:Iteration 57Q (171973.610000 sec): 3 clusters
  Score: Raw -377237.377458 + Penalty 2750.801093 = -374486.576365
  nChanged 3
		SP:Iteration 58Q (171973.770000 sec): 3 clusters
  Score: Raw -377238.345443 + Penalty 2750.801093 = -374487.544350
  nChanged 3
		SP:Iteration 59Q (171973.950000 sec): 3 clusters
  Score: Raw -377238.913094 + Penalty 2750.801093 = -374488.112001
  nChanged 1
		SP:Iteration 60F (171974.190000 sec): 3 clusters
  Score: Raw -377239.571717 + Penalty 2750.801093 = -374488.770624
  nChanged 2
		SP:Iteration 61Q (171974.390000 sec): 3 clusters
  Score: Raw -377241.361613 + Penalty 2750.801093 = -374490.560520
  nChanged 3
		SP:Iteration 62Q (171974.560000 sec): 3 clusters
  Score: Raw -377242.054678 + Penalty 2750.801093 = -374491.253585
  nChanged 1
		SP:Iteration 63Q (171974.750000 sec): 3 clusters
  Score: Raw -377242.298836 + Penalty 2750.801093 = -374491.497743
  nChanged 0
		SP:Iteration 64F (171974.980000 sec): 3 clusters
  Score: Raw -377242.298836 + Penalty 2750.801093 = -374491.497743
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 78 (442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171975.050000 sec): 2 clusters
  Score: Raw -36880.723705 + Penalty 989.837856 = -35890.885849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171975.280000 sec): 3 clusters
  Score: Raw -36832.045040 + Penalty 1979.675712 = -34852.369329
  nChanged 98
		SP:Iteration 1F (171975.460000 sec): 3 clusters
  Score: Raw -36968.098293 + Penalty 1979.675712 = -34988.422581
  nChanged 19
		SP:Iteration 2Q (171975.630000 sec): 3 clusters
  Score: Raw -37004.498117 + Penalty 1979.675712 = -35024.822406
  nChanged 12
		SP:Iteration 3Q (171975.780000 sec): 3 clusters
  Score: Raw -37026.093056 + Penalty 1979.675712 = -35046.417345
  nChanged 6
		SP:Iteration 4Q (171976.000000 sec): 3 clusters
  Score: Raw -37034.959717 + Penalty 1979.675712 = -35055.284005
  nChanged 2
		SP:Iteration 5Q (171976.160000 sec): 3 clusters
  Score: Raw -37037.577196 + Penalty 1979.675712 = -35057.901484
  nChanged 2
		SP:Iteration 6Q (171976.310000 sec): 3 clusters
  Score: Raw -37039.574530 + Penalty 1979.675712 = -35059.898818
  nChanged 0
		SP:Iteration 7F (171976.540000 sec): 3 clusters
  Score: Raw -37039.574530 + Penalty 1979.675712 = -35059.898818
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 79 (3525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171976.600000 sec): 2 clusters
  Score: Raw -295939.749086 + Penalty 1327.240804 = -294612.508282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171976.800000 sec): 3 clusters
  Score: Raw -294239.045458 + Penalty 2654.481607 = -291584.563851
  nChanged 1337
		SP:Iteration 1F (171976.980000 sec): 3 clusters
  Score: Raw -295023.920424 + Penalty 2654.481607 = -292369.438817
  nChanged 291
		SP:Iteration 2F (171977.190000 sec): 3 clusters
  Score: Raw -295256.324108 + Penalty 2654.481607 = -292601.842500
  nChanged 249
		SP:Iteration 3F (171977.340000 sec): 3 clusters
  Score: Raw -295457.512838 + Penalty 2654.481607 = -292803.031231
  nChanged 234
		SP:Iteration 4F (171977.510000 sec): 3 clusters
  Score: Raw -295652.989576 + Penalty 2654.481607 = -292998.507969
  nChanged 230
		SP:Iteration 5F (171977.710000 sec): 3 clusters
  Score: Raw -295886.414421 + Penalty 2654.481607 = -293231.932814
  nChanged 218
		SP:Iteration 6F (171977.900000 sec): 3 clusters
  Score: Raw -296081.544439 + Penalty 2654.481607 = -293427.062831
  nChanged 170
		SP:Iteration 7Q (171978.070000 sec): 3 clusters
  Score: Raw -296214.350958 + Penalty 2654.481607 = -293559.869350
  nChanged 121
		SP:Iteration 8Q (171978.240000 sec): 3 clusters
  Score: Raw -296310.805085 + Penalty 2654.481607 = -293656.323478
  nChanged 88
		SP:Iteration 9Q (171978.450000 sec): 3 clusters
  Score: Raw -296368.336257 + Penalty 2654.481607 = -293713.854649
  nChanged 63
		SP:Iteration 10Q (171978.630000 sec): 3 clusters
  Score: Raw -296403.354420 + Penalty 2654.481607 = -293748.872812
  nChanged 52
		SP:Iteration 11Q (171978.830000 sec): 3 clusters
  Score: Raw -296435.079281 + Penalty 2654.481607 = -293780.597673
  nChanged 42
		SP:Iteration 12Q (171978.990000 sec): 3 clusters
  Score: Raw -296453.032055 + Penalty 2654.481607 = -293798.550447
  nChanged 29
		SP:Iteration 13Q (171979.200000 sec): 3 clusters
  Score: Raw -296465.967642 + Penalty 2654.481607 = -293811.486035
  nChanged 36
		SP:Iteration 14Q (171979.410000 sec): 3 clusters
  Score: Raw -296479.588968 + Penalty 2654.481607 = -293825.107360
  nChanged 23
		SP:Iteration 15Q (171979.580000 sec): 3 clusters
  Score: Raw -296488.402773 + Penalty 2654.481607 = -293833.921165
  nChanged 14
		SP:Iteration 16Q (171979.800000 sec): 3 clusters
  Score: Raw -296493.290978 + Penalty 2654.481607 = -293838.809371
  nChanged 9
		SP:Iteration 17Q (171979.970000 sec): 3 clusters
  Score: Raw -296495.699685 + Penalty 2654.481607 = -293841.218078
  nChanged 7
		SP:Iteration 18Q (171980.180000 sec): 3 clusters
  Score: Raw -296497.870806 + Penalty 2654.481607 = -293843.389198
  nChanged 6
		SP:Iteration 19Q (171980.330000 sec): 3 clusters
  Score: Raw -296499.534058 + Penalty 2654.481607 = -293845.052450
  nChanged 3
		SP:Iteration 20F (171980.510000 sec): 3 clusters
  Score: Raw -296500.592870 + Penalty 2654.481607 = -293846.111263
  nChanged 2
		SP:Iteration 21Q (171980.710000 sec): 3 clusters
  Score: Raw -296500.963586 + Penalty 2654.481607 = -293846.481979
  nChanged 4
		SP:Iteration 22Q (171980.890000 sec): 3 clusters
  Score: Raw -296502.079906 + Penalty 2654.481607 = -293847.598298
  nChanged 9
		SP:Iteration 23Q (171981.110000 sec): 3 clusters
  Score: Raw -296505.764462 + Penalty 2654.481607 = -293851.282855
  nChanged 10
		SP:Iteration 24Q (171981.270000 sec): 3 clusters
  Score: Raw -296509.344270 + Penalty 2654.481607 = -293854.862663
  nChanged 9
		SP:Iteration 25Q (171981.470000 sec): 3 clusters
  Score: Raw -296512.689450 + Penalty 2654.481607 = -293858.207842
  nChanged 11
		SP:Iteration 26Q (171981.650000 sec): 3 clusters
  Score: Raw -296515.537305 + Penalty 2654.481607 = -293861.055697
  nChanged 9
		SP:Iteration 27Q (171981.830000 sec): 3 clusters
  Score: Raw -296517.718741 + Penalty 2654.481607 = -293863.237133
  nChanged 7
		SP:Iteration 28Q (171982.000000 sec): 3 clusters
  Score: Raw -296521.233184 + Penalty 2654.481607 = -293866.751576
  nChanged 7
		SP:Iteration 29Q (171982.200000 sec): 3 clusters
  Score: Raw -296523.359151 + Penalty 2654.481607 = -293868.877544
  nChanged 4
		SP:Iteration 30Q (171982.370000 sec): 3 clusters
  Score: Raw -296524.949839 + Penalty 2654.481607 = -293870.468231
  nChanged 2
		SP:Iteration 31Q (171982.540000 sec): 3 clusters
  Score: Raw -296525.537633 + Penalty 2654.481607 = -293871.056025
  nChanged 5
		SP:Iteration 32Q (171982.720000 sec): 3 clusters
  Score: Raw -296527.097990 + Penalty 2654.481607 = -293872.616383
  nChanged 4
		SP:Iteration 33Q (171982.880000 sec): 3 clusters
  Score: Raw -296528.903332 + Penalty 2654.481607 = -293874.421725
  nChanged 6
		SP:Iteration 34Q (171983.100000 sec): 3 clusters
  Score: Raw -296530.392304 + Penalty 2654.481607 = -293875.910696
  nChanged 3
		SP:Iteration 35Q (171983.320000 sec): 3 clusters
  Score: Raw -296531.338693 + Penalty 2654.481607 = -293876.857086
  nChanged 4
		SP:Iteration 36Q (171983.450000 sec): 3 clusters
  Score: Raw -296532.075377 + Penalty 2654.481607 = -293877.593769
  nChanged 1
		SP:Iteration 37Q (171983.670000 sec): 3 clusters
  Score: Raw -296532.165512 + Penalty 2654.481607 = -293877.683905
  nChanged 0
		SP:Iteration 38F (171983.860000 sec): 3 clusters
  Score: Raw -296532.165512 + Penalty 2654.481607 = -293877.683905
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 80 (5231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (171983.950000 sec): 2 clusters
  Score: Raw -446795.148268 + Penalty 1391.383133 = -445403.765135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (171984.130000 sec): 3 clusters
  Score: Raw -444101.672171 + Penalty 2782.766267 = -441318.905904
  nChanged 2053
		SP:Iteration 1F (171984.320000 sec): 3 clusters
  Score: Raw -445220.278183 + Penalty 2782.766267 = -442437.511916
  nChanged 350
		SP:Iteration 2F (171984.570000 sec): 3 clusters
  Score: Raw -445416.450993 + Penalty 2782.766267 = -442633.684726
  nChanged 292
		SP:Iteration 3F (171984.810000 sec): 3 clusters
  Score: Raw -445562.209069 + Penalty 2782.766267 = -442779.442803
  nChanged 247
		SP:Iteration 4Q (171984.980000 sec): 3 clusters
  Score: Raw -445687.935916 + Penalty 2782.766267 = -442905.169649
  nChanged 224
		SP:Iteration 5Q (171985.170000 sec): 3 clusters
  Score: Raw -445807.259951 + Penalty 2782.766267 = -443024.493684
  nChanged 179
		SP:Iteration 6Q (171985.360000 sec): 3 clusters
  Score: Raw -445910.645454 + Penalty 2782.766267 = -443127.879188
  nChanged 185
		SP:Iteration 7Q (171985.600000 sec): 3 clusters
  Score: Raw -446025.798390 + Penalty 2782.766267 = -443243.032124
  nChanged 183
		SP:Iteration 8Q (171985.790000 sec): 3 clusters
  Score: Raw -446153.287371 + Penalty 2782.766267 = -443370.521105
  nChanged 201
		SP:Iteration 9Q (171985.970000 sec): 3 clusters
  Score: Raw -446308.675897 + Penalty 2782.766267 = -443525.909631
  nChanged 175
		SP:Iteration 10Q (171986.200000 sec): 3 clusters
  Score: Raw -446437.570008 + Penalty 2782.766267 = -443654.803741
  nChanged 149
		SP:Iteration 11Q (171986.420000 sec): 3 clusters
  Score: Raw -446560.446055 + Penalty 2782.766267 = -443777.679789
  nChanged 133
		SP:Iteration 12Q (171986.650000 sec): 3 clusters
  Score: Raw -446674.782134 + Penalty 2782.766267 = -443892.015867
  nChanged 86
		SP:Iteration 13Q (171986.810000 sec): 3 clusters
  Score: Raw -446752.018049 + Penalty 2782.766267 = -443969.251783
  nChanged 63
		SP:Iteration 14Q (171987.020000 sec): 3 clusters
  Score: Raw -446809.964331 + Penalty 2782.766267 = -444027.198064
  nChanged 50
		SP:Iteration 15Q (171987.220000 sec): 3 clusters
  Score: Raw -446862.119638 + Penalty 2782.766267 = -444079.353372
  nChanged 41
		SP:Iteration 16Q (171987.440000 sec): 3 clusters
  Score: Raw -446898.048654 + Penalty 2782.766267 = -444115.282388
  nChanged 12
		SP:Iteration 17Q (171987.610000 sec): 3 clusters
  Score: Raw -446906.472485 + Penalty 2782.766267 = -444123.706219
  nChanged 13
		SP:Iteration 18Q (171987.820000 sec): 3 clusters
  Score: Raw -446918.960021 + Penalty 2782.766267 = -444136.193754
  nChanged 11
		SP:Iteration 19Q (171988.030000 sec): 3 clusters
  Score: Raw -446932.914654 + Penalty 2782.766267 = -444150.148387
  nChanged 10
		SP:Iteration 20F (171988.220000 sec): 3 clusters
  Score: Raw -446942.447026 + Penalty 2782.766267 = -444159.680759
  nChanged 5
		SP:Iteration 21Q (171988.410000 sec): 3 clusters
  Score: Raw -446948.308199 + Penalty 2782.766267 = -444165.541933
  nChanged 5
		SP:Iteration 22Q (171988.590000 sec): 3 clusters
  Score: Raw -446954.509959 + Penalty 2782.766267 = -444171.743693
  nChanged 7
		SP:Iteration 23Q (171988.820000 sec): 3 clusters
  Score: Raw -446960.559714 + Penalty 2782.766267 = -444177.793447
  nChanged 3
		SP:Iteration 24Q (171989.010000 sec): 3 clusters
  Score: Raw -446963.108654 + Penalty 2782.766267 = -444180.342387
  nChanged 6
		SP:Iteration 25Q (171989.200000 sec): 3 clusters
  Score: Raw -446971.403826 + Penalty 2782.766267 = -444188.637559
  nChanged 7
		SP:Iteration 26Q (171989.410000 sec): 3 clusters
  Score: Raw -446982.578562 + Penalty 2782.766267 = -444199.812296
  nChanged 5
		SP:Iteration 27Q (171989.630000 sec): 3 clusters
  Score: Raw -446987.777314 + Penalty 2782.766267 = -444205.011048
  nChanged 2
		SP:Iteration 28Q (171989.800000 sec): 3 clusters
  Score: Raw -446989.577323 + Penalty 2782.766267 = -444206.811056
  nChanged 2
		SP:Iteration 29Q (171989.990000 sec): 3 clusters
  Score: Raw -446991.076978 + Penalty 2782.766267 = -444208.310712
  nChanged 2
		SP:Iteration 30Q (171990.200000 sec): 3 clusters
  Score: Raw -446994.536432 + Penalty 2782.766267 = -444211.770165
  nChanged 2
		SP:Iteration 31Q (171990.400000 sec): 3 clusters
  Score: Raw -446996.076965 + Penalty 2782.766267 = -444213.310698
  nChanged 0
		SP:Iteration 32F (171990.610000 sec): 3 clusters
  Score: Raw -446996.076965 + Penalty 2782.766267 = -444213.310698
  nChanged 0
Iteration 259Q (172088.540000 sec): 81 clusters
  Score: Raw -122382457.742234 + Penalty 184673.645709 = -122197784.096525
  nChanged 88
Iteration 260F (172278.780000 sec): 81 clusters
  Score: Raw -122382461.545236 + Penalty 184673.645709 = -122197787.899527
  nChanged 95
Iteration 261Q (172398.520000 sec): 81 clusters
  Score: Raw -122382465.799212 + Penalty 184673.645709 = -122197792.153502
  nChanged 69
Iteration 262Q (172527.750000 sec): 81 clusters
  Score: Raw -122382468.434479 + Penalty 184673.645709 = -122197794.788770
  nChanged 80
Iteration 263Q (172654.840000 sec): 81 clusters
  Score: Raw -122382472.108846 + Penalty 184673.645709 = -122197798.463137
  nChanged 88
Iteration 264Q (172789.110000 sec): 81 clusters
  Score: Raw -122382475.512460 + Penalty 184673.645709 = -122197801.866750
  nChanged 86
Iteration 265Q (172940.460000 sec): 81 clusters
  Score: Raw -122382479.109621 + Penalty 184673.645709 = -122197805.463912
  nChanged 80
Iteration 266Q (173081.360000 sec): 81 clusters
  Score: Raw -122382482.357755 + Penalty 184673.645709 = -122197808.712046
  nChanged 66
Iteration 267Q (173194.520000 sec): 81 clusters
  Score: Raw -122382484.743336 + Penalty 184673.645709 = -122197811.097627
  nChanged 69
Iteration 268Q (173305.250000 sec): 81 clusters
  Score: Raw -122382487.557680 + Penalty 184673.645709 = -122197813.911971
  nChanged 72
Iteration 269Q (173420.080000 sec): 81 clusters
  Score: Raw -122382491.107822 + Penalty 184673.645709 = -122197817.462113
  nChanged 79
Iteration 270Q (173521.220000 sec): 81 clusters
  Score: Raw -122382495.757315 + Penalty 184673.645709 = -122197822.111606
  nChanged 93
Iteration 271Q (173627.830000 sec): 81 clusters
  Score: Raw -122382500.971873 + Penalty 184673.645709 = -122197827.326164
  nChanged 96
Iteration 272Q (173741.200000 sec): 81 clusters
  Score: Raw -122382506.143128 + Penalty 184673.645709 = -122197832.497419
  nChanged 82
Iteration 273Q (173865.980000 sec): 81 clusters
  Score: Raw -122382510.171260 + Penalty 184673.645709 = -122197836.525551
  nChanged 97
Iteration 274Q (173992.570000 sec): 81 clusters
  Score: Raw -122382515.445474 + Penalty 184673.645709 = -122197841.799765
  nChanged 89
Iteration 275Q (174119.580000 sec): 81 clusters
  Score: Raw -122382520.218842 + Penalty 184673.645709 = -122197846.573133
  nChanged 111
Iteration 276Q (174246.770000 sec): 81 clusters
  Score: Raw -122382525.465527 + Penalty 184673.645709 = -122197851.819818
  nChanged 118
Iteration 277Q (174366.130000 sec): 81 clusters
  Score: Raw -122382530.574228 + Penalty 184673.645709 = -122197856.928519
  nChanged 116
Iteration 278Q (174494.800000 sec): 81 clusters
  Score: Raw -122382535.413966 + Penalty 184673.645709 = -122197861.768257
  nChanged 120
Iteration 279Q (174613.450000 sec): 81 clusters
  Score: Raw -122382542.097078 + Penalty 184673.645709 = -122197868.451369
  nChanged 110
Iteration 280F (174799.680000 sec): 81 clusters
  Score: Raw -122382548.206822 + Penalty 184673.645709 = -122197874.561113
  nChanged 110
Iteration 281Q (174897.900000 sec): 81 clusters
  Score: Raw -122382554.126198 + Penalty 184673.645709 = -122197880.480489
  nChanged 111
Iteration 282Q (175002.250000 sec): 81 clusters
  Score: Raw -122382562.304875 + Penalty 184673.645709 = -122197888.659166
  nChanged 138
Iteration 283Q (175119.320000 sec): 81 clusters
  Score: Raw -122382576.569396 + Penalty 184673.645709 = -122197902.923687
  nChanged 134
Iteration 284Q (175237.860000 sec): 81 clusters
  Score: Raw -122382592.402300 + Penalty 184673.645709 = -122197918.756590
  nChanged 165
Iteration 285Q (175358.040000 sec): 81 clusters
  Score: Raw -122382604.707984 + Penalty 184673.645709 = -122197931.062274
  nChanged 148
Iteration 286Q (175467.200000 sec): 81 clusters
  Score: Raw -122382615.776100 + Penalty 184673.645709 = -122197942.130391
  nChanged 156
Iteration 287Q (175584.300000 sec): 81 clusters
  Score: Raw -122382626.427099 + Penalty 184673.645709 = -122197952.781390
  nChanged 140
Iteration 288Q (175695.700000 sec): 81 clusters
  Score: Raw -122382637.156016 + Penalty 184673.645709 = -122197963.510307
  nChanged 171
Iteration 289Q (175815.960000 sec): 81 clusters
  Score: Raw -122382650.332936 + Penalty 184673.645709 = -122197976.687227
  nChanged 177
Iteration 290Q (175934.160000 sec): 81 clusters
  Score: Raw -122382665.560910 + Penalty 184673.645709 = -122197991.915201
  nChanged 197
Iteration 291Q (176039.870000 sec): 81 clusters
  Score: Raw -122382687.461629 + Penalty 184673.645709 = -122198013.815920
  nChanged 196
Iteration 292Q (176149.280000 sec): 81 clusters
  Score: Raw -122382717.738439 + Penalty 184673.645709 = -122198044.092730
  nChanged 243
Iteration 293Q (176262.050000 sec): 81 clusters
  Score: Raw -122382760.272852 + Penalty 184673.645709 = -122198086.627142
  nChanged 278
Iteration 294Q (176376.780000 sec): 81 clusters
  Score: Raw -122382803.902763 + Penalty 184673.645709 = -122198130.257054
  nChanged 275
Iteration 295Q (176500.430000 sec): 81 clusters
  Score: Raw -122382850.787357 + Penalty 184673.645709 = -122198177.141648
  nChanged 288
Iteration 296Q (176627.510000 sec): 81 clusters
  Score: Raw -122382904.386519 + Penalty 184673.645709 = -122198230.740810
  nChanged 293
Iteration 297Q (176748.470000 sec): 81 clusters
  Score: Raw -122382967.959638 + Penalty 184673.645709 = -122198294.313929
  nChanged 300
Iteration 298Q (176879.170000 sec): 81 clusters
  Score: Raw -122383056.912786 + Penalty 184673.645709 = -122198383.267076
  nChanged 327
Writing temp clu file 
Because OldScore, -122198294.313929, is greater than current (better) Score,-122198383.267076 
 Compute initial score before splitting:   Score: Raw -122383056.912786 + Penalty 184673.645709 = -122198383.267076
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 1 (43470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176879.750000 sec): 2 clusters
  Score: Raw -3828797.288093 + Penalty 1735.471778 = -3827061.816316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176880.100000 sec): 3 clusters
  Score: Raw -3801390.980984 + Penalty 3470.943555 = -3797920.037429
  nChanged 20292
		SP:Iteration 1F (176880.460000 sec): 3 clusters
  Score: Raw -3812967.530263 + Penalty 3470.943555 = -3809496.586708
  nChanged 2086
		SP:Iteration 2Q (176880.850000 sec): 3 clusters
  Score: Raw -3813715.630081 + Penalty 3470.943555 = -3810244.686526
  nChanged 2189
		SP:Iteration 3F (176881.160000 sec): 3 clusters
  Score: Raw -3814557.820216 + Penalty 3470.943555 = -3811086.876661
  nChanged 2101
		SP:Iteration 4Q (176881.530000 sec): 3 clusters
  Score: Raw -3815447.390727 + Penalty 3470.943555 = -3811976.447172
  nChanged 2199
		SP:Iteration 5F (176881.920000 sec): 3 clusters
  Score: Raw -3816432.915781 + Penalty 3470.943555 = -3812961.972226
  nChanged 2269
		SP:Iteration 6F (176882.280000 sec): 3 clusters
  Score: Raw -3817553.556928 + Penalty 3470.943555 = -3814082.613373
  nChanged 2284
		SP:Iteration 7F (176882.660000 sec): 3 clusters
  Score: Raw -3818740.732966 + Penalty 3470.943555 = -3815269.789410
  nChanged 2235
		SP:Iteration 8F (176883.030000 sec): 3 clusters
  Score: Raw -3820004.953077 + Penalty 3470.943555 = -3816534.009522
  nChanged 2163
		SP:Iteration 9Q (176883.440000 sec): 3 clusters
  Score: Raw -3821376.865866 + Penalty 3470.943555 = -3817905.922311
  nChanged 2199
		SP:Iteration 10F (176883.800000 sec): 3 clusters
  Score: Raw -3823010.993223 + Penalty 3470.943555 = -3819540.049668
  nChanged 2135
		SP:Iteration 11Q (176884.260000 sec): 3 clusters
  Score: Raw -3824775.008716 + Penalty 3470.943555 = -3821304.065160
  nChanged 1804
		SP:Iteration 12Q (176884.620000 sec): 3 clusters
  Score: Raw -3826395.422578 + Penalty 3470.943555 = -3822924.479023
  nChanged 1268
		SP:Iteration 13Q (176885.000000 sec): 3 clusters
  Score: Raw -3827548.485168 + Penalty 3470.943555 = -3824077.541612
  nChanged 713
		SP:Iteration 14Q (176885.320000 sec): 3 clusters
  Score: Raw -3828170.952234 + Penalty 3470.943555 = -3824700.008679
  nChanged 377
		SP:Iteration 15Q (176885.690000 sec): 3 clusters
  Score: Raw -3828476.965892 + Penalty 3470.943555 = -3825006.022337
  nChanged 231
		SP:Iteration 16Q (176886.040000 sec): 3 clusters
  Score: Raw -3828638.104071 + Penalty 3470.943555 = -3825167.160515
  nChanged 159
		SP:Iteration 17Q (176886.320000 sec): 3 clusters
  Score: Raw -3828739.225697 + Penalty 3470.943555 = -3825268.282142
  nChanged 99
		SP:Iteration 18Q (176886.670000 sec): 3 clusters
  Score: Raw -3828813.193336 + Penalty 3470.943555 = -3825342.249780
  nChanged 74
		SP:Iteration 19Q (176887.040000 sec): 3 clusters
  Score: Raw -3828874.241190 + Penalty 3470.943555 = -3825403.297635
  nChanged 63
		SP:Iteration 20F (176887.410000 sec): 3 clusters
  Score: Raw -3828926.305598 + Penalty 3470.943555 = -3825455.362042
  nChanged 58
		SP:Iteration 21Q (176887.790000 sec): 3 clusters
  Score: Raw -3828964.574890 + Penalty 3470.943555 = -3825493.631335
  nChanged 31
		SP:Iteration 22Q (176888.050000 sec): 3 clusters
  Score: Raw -3828983.564036 + Penalty 3470.943555 = -3825512.620481
  nChanged 23
		SP:Iteration 23Q (176888.400000 sec): 3 clusters
  Score: Raw -3828999.650683 + Penalty 3470.943555 = -3825528.707127
  nChanged 21
		SP:Iteration 24Q (176888.780000 sec): 3 clusters
  Score: Raw -3829015.803359 + Penalty 3470.943555 = -3825544.859803
  nChanged 19
		SP:Iteration 25Q (176889.120000 sec): 3 clusters
  Score: Raw -3829029.379252 + Penalty 3470.943555 = -3825558.435697
  nChanged 15
		SP:Iteration 26Q (176889.470000 sec): 3 clusters
  Score: Raw -3829038.863889 + Penalty 3470.943555 = -3825567.920334
  nChanged 8
		SP:Iteration 27Q (176889.820000 sec): 3 clusters
  Score: Raw -3829045.065470 + Penalty 3470.943555 = -3825574.121914
  nChanged 15
		SP:Iteration 28Q (176890.110000 sec): 3 clusters
  Score: Raw -3829054.103725 + Penalty 3470.943555 = -3825583.160170
  nChanged 11
		SP:Iteration 29Q (176890.410000 sec): 3 clusters
  Score: Raw -3829058.373479 + Penalty 3470.943555 = -3825587.429923
  nChanged 7
		SP:Iteration 30Q (176890.700000 sec): 3 clusters
  Score: Raw -3829061.801572 + Penalty 3470.943555 = -3825590.858017
  nChanged 5
		SP:Iteration 31Q (176891.070000 sec): 3 clusters
  Score: Raw -3829064.991549 + Penalty 3470.943555 = -3825594.047994
  nChanged 6
		SP:Iteration 32Q (176891.470000 sec): 3 clusters
  Score: Raw -3829070.633196 + Penalty 3470.943555 = -3825599.689640
  nChanged 11
		SP:Iteration 33Q (176891.820000 sec): 3 clusters
  Score: Raw -3829077.693511 + Penalty 3470.943555 = -3825606.749955
  nChanged 6
		SP:Iteration 34Q (176892.200000 sec): 3 clusters
  Score: Raw -3829081.519609 + Penalty 3470.943555 = -3825610.576054
  nChanged 5
		SP:Iteration 35Q (176892.580000 sec): 3 clusters
  Score: Raw -3829085.125635 + Penalty 3470.943555 = -3825614.182080
  nChanged 7
		SP:Iteration 36Q (176892.880000 sec): 3 clusters
  Score: Raw -3829089.761137 + Penalty 3470.943555 = -3825618.817582
  nChanged 5
		SP:Iteration 37Q (176893.240000 sec): 3 clusters
  Score: Raw -3829092.454572 + Penalty 3470.943555 = -3825621.511017
  nChanged 2
		SP:Iteration 38Q (176893.600000 sec): 3 clusters
  Score: Raw -3829093.378932 + Penalty 3470.943555 = -3825622.435377
  nChanged 3
		SP:Iteration 39Q (176893.990000 sec): 3 clusters
  Score: Raw -3829094.314584 + Penalty 3470.943555 = -3825623.371029
  nChanged 1
		SP:Iteration 40F (176894.460000 sec): 3 clusters
  Score: Raw -3829094.512456 + Penalty 3470.943555 = -3825623.568901
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 2 (6610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176894.570000 sec): 2 clusters
  Score: Raw -544453.611807 + Penalty 1429.405077 = -543024.206730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176894.850000 sec): 3 clusters
  Score: Raw -540834.850109 + Penalty 2858.810153 = -537976.039956
  nChanged 2769
		SP:Iteration 1F (176895.040000 sec): 3 clusters
  Score: Raw -542276.821139 + Penalty 2858.810153 = -539418.010985
  nChanged 404
		SP:Iteration 2F (176895.220000 sec): 3 clusters
  Score: Raw -542449.535155 + Penalty 2858.810153 = -539590.725002
  nChanged 337
		SP:Iteration 3F (176895.430000 sec): 3 clusters
  Score: Raw -542602.671017 + Penalty 2858.810153 = -539743.860864
  nChanged 291
		SP:Iteration 4Q (176895.630000 sec): 3 clusters
  Score: Raw -542717.223543 + Penalty 2858.810153 = -539858.413390
  nChanged 234
		SP:Iteration 5Q (176895.820000 sec): 3 clusters
  Score: Raw -542812.680232 + Penalty 2858.810153 = -539953.870079
  nChanged 248
		SP:Iteration 6Q (176896.070000 sec): 3 clusters
  Score: Raw -542924.006907 + Penalty 2858.810153 = -540065.196754
  nChanged 252
		SP:Iteration 7Q (176896.250000 sec): 3 clusters
  Score: Raw -543033.457698 + Penalty 2858.810153 = -540174.647544
  nChanged 232
		SP:Iteration 8Q (176896.500000 sec): 3 clusters
  Score: Raw -543135.118942 + Penalty 2858.810153 = -540276.308789
  nChanged 227
		SP:Iteration 9Q (176896.710000 sec): 3 clusters
  Score: Raw -543249.660861 + Penalty 2858.810153 = -540390.850708
  nChanged 259
		SP:Iteration 10Q (176896.930000 sec): 3 clusters
  Score: Raw -543396.035631 + Penalty 2858.810153 = -540537.225478
  nChanged 295
		SP:Iteration 11Q (176897.190000 sec): 3 clusters
  Score: Raw -543624.782754 + Penalty 2858.810153 = -540765.972601
  nChanged 328
		SP:Iteration 12Q (176897.330000 sec): 3 clusters
  Score: Raw -543887.772858 + Penalty 2858.810153 = -541028.962705
  nChanged 321
		SP:Iteration 13Q (176897.520000 sec): 3 clusters
  Score: Raw -544151.098312 + Penalty 2858.810153 = -541292.288159
  nChanged 328
		SP:Iteration 14Q (176897.690000 sec): 3 clusters
  Score: Raw -544417.887064 + Penalty 2858.810153 = -541559.076911
  nChanged 219
		SP:Iteration 15Q (176897.910000 sec): 3 clusters
  Score: Raw -544577.172344 + Penalty 2858.810153 = -541718.362191
  nChanged 146
		SP:Iteration 16Q (176898.170000 sec): 3 clusters
  Score: Raw -544683.971314 + Penalty 2858.810153 = -541825.161161
  nChanged 116
		SP:Iteration 17Q (176898.370000 sec): 3 clusters
  Score: Raw -544757.224761 + Penalty 2858.810153 = -541898.414608
  nChanged 75
		SP:Iteration 18Q (176898.560000 sec): 3 clusters
  Score: Raw -544792.007602 + Penalty 2858.810153 = -541933.197448
  nChanged 49
		SP:Iteration 19Q (176898.770000 sec): 3 clusters
  Score: Raw -544819.310617 + Penalty 2858.810153 = -541960.500464
  nChanged 33
		SP:Iteration 20F (176898.940000 sec): 3 clusters
  Score: Raw -544837.750947 + Penalty 2858.810153 = -541978.940794
  nChanged 25
		SP:Iteration 21Q (176899.190000 sec): 3 clusters
  Score: Raw -544849.530107 + Penalty 2858.810153 = -541990.719953
  nChanged 22
		SP:Iteration 22Q (176899.370000 sec): 3 clusters
  Score: Raw -544857.838947 + Penalty 2858.810153 = -541999.028794
  nChanged 17
		SP:Iteration 23Q (176899.590000 sec): 3 clusters
  Score: Raw -544864.449401 + Penalty 2858.810153 = -542005.639248
  nChanged 10
		SP:Iteration 24Q (176899.800000 sec): 3 clusters
  Score: Raw -544867.307290 + Penalty 2858.810153 = -542008.497136
  nChanged 4
		SP:Iteration 25Q (176900.020000 sec): 3 clusters
  Score: Raw -544869.270106 + Penalty 2858.810153 = -542010.459953
  nChanged 4
		SP:Iteration 26Q (176900.250000 sec): 3 clusters
  Score: Raw -544870.418892 + Penalty 2858.810153 = -542011.608739
  nChanged 4
		SP:Iteration 27Q (176900.470000 sec): 3 clusters
  Score: Raw -544871.394234 + Penalty 2858.810153 = -542012.584081
  nChanged 3
		SP:Iteration 28Q (176900.700000 sec): 3 clusters
  Score: Raw -544871.783018 + Penalty 2858.810153 = -542012.972864
  nChanged 1
		SP:Iteration 29Q (176900.900000 sec): 3 clusters
  Score: Raw -544871.922418 + Penalty 2858.810153 = -542013.112265
  nChanged 3
		SP:Iteration 30Q (176901.150000 sec): 3 clusters
  Score: Raw -544872.517441 + Penalty 2858.810153 = -542013.707287
  nChanged 3
		SP:Iteration 31Q (176901.370000 sec): 3 clusters
  Score: Raw -544873.172802 + Penalty 2858.810153 = -542014.362649
  nChanged 3
		SP:Iteration 32Q (176901.560000 sec): 3 clusters
  Score: Raw -544874.313144 + Penalty 2858.810153 = -542015.502990
  nChanged 6
		SP:Iteration 33Q (176901.790000 sec): 3 clusters
  Score: Raw -544875.868837 + Penalty 2858.810153 = -542017.058684
  nChanged 2
		SP:Iteration 34Q (176901.970000 sec): 3 clusters
  Score: Raw -544876.685779 + Penalty 2858.810153 = -542017.875626
  nChanged 2
		SP:Iteration 35Q (176902.180000 sec): 3 clusters
  Score: Raw -544877.411852 + Penalty 2858.810153 = -542018.601699
  nChanged 2
		SP:Iteration 36Q (176902.400000 sec): 3 clusters
  Score: Raw -544878.290238 + Penalty 2858.810153 = -542019.480085
  nChanged 3
		SP:Iteration 37Q (176902.600000 sec): 3 clusters
  Score: Raw -544879.201409 + Penalty 2858.810153 = -542020.391256
  nChanged 2
		SP:Iteration 38Q (176902.790000 sec): 3 clusters
  Score: Raw -544879.729156 + Penalty 2858.810153 = -542020.919003
  nChanged 2
		SP:Iteration 39Q (176903.030000 sec): 3 clusters
  Score: Raw -544880.310472 + Penalty 2858.810153 = -542021.500318
  nChanged 4
		SP:Iteration 40F (176903.230000 sec): 3 clusters
  Score: Raw -544881.707492 + Penalty 2858.810153 = -542022.897339
  nChanged 3
		SP:Iteration 41Q (176903.440000 sec): 3 clusters
  Score: Raw -544884.315750 + Penalty 2858.810153 = -542025.505597
  nChanged 6
		SP:Iteration 42Q (176903.690000 sec): 3 clusters
  Score: Raw -544886.701620 + Penalty 2858.810153 = -542027.891467
  nChanged 3
		SP:Iteration 43Q (176903.910000 sec): 3 clusters
  Score: Raw -544888.216675 + Penalty 2858.810153 = -542029.406522
  nChanged 2
		SP:Iteration 44Q (176904.150000 sec): 3 clusters
  Score: Raw -544888.946279 + Penalty 2858.810153 = -542030.136125
  nChanged 0
		SP:Iteration 45F (176904.320000 sec): 3 clusters
  Score: Raw -544888.946279 + Penalty 2858.810153 = -542030.136125
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 3 (4047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176904.430000 sec): 2 clusters
  Score: Raw -342264.139090 + Penalty 1349.681311 = -340914.457779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176904.670000 sec): 3 clusters
  Score: Raw -340237.567933 + Penalty 2699.362622 = -337538.205311
  nChanged 1624
		SP:Iteration 1F (176904.890000 sec): 3 clusters
  Score: Raw -341149.794015 + Penalty 2699.362622 = -338450.431393
  nChanged 298
		SP:Iteration 2F (176905.090000 sec): 3 clusters
  Score: Raw -341310.173923 + Penalty 2699.362622 = -338610.811301
  nChanged 192
		SP:Iteration 3Q (176905.290000 sec): 3 clusters
  Score: Raw -341406.512005 + Penalty 2699.362622 = -338707.149383
  nChanged 150
		SP:Iteration 4Q (176905.490000 sec): 3 clusters
  Score: Raw -341483.933896 + Penalty 2699.362622 = -338784.571274
  nChanged 135
		SP:Iteration 5Q (176905.730000 sec): 3 clusters
  Score: Raw -341572.711118 + Penalty 2699.362622 = -338873.348496
  nChanged 142
		SP:Iteration 6Q (176905.920000 sec): 3 clusters
  Score: Raw -341667.279361 + Penalty 2699.362622 = -338967.916739
  nChanged 141
		SP:Iteration 7Q (176906.130000 sec): 3 clusters
  Score: Raw -341754.227030 + Penalty 2699.362622 = -339054.864408
  nChanged 144
		SP:Iteration 8Q (176906.380000 sec): 3 clusters
  Score: Raw -341839.650452 + Penalty 2699.362622 = -339140.287830
  nChanged 131
		SP:Iteration 9Q (176906.640000 sec): 3 clusters
  Score: Raw -341920.227931 + Penalty 2699.362622 = -339220.865309
  nChanged 131
		SP:Iteration 10Q (176906.810000 sec): 3 clusters
  Score: Raw -342020.242393 + Penalty 2699.362622 = -339320.879771
  nChanged 145
		SP:Iteration 11Q (176907.010000 sec): 3 clusters
  Score: Raw -342161.610967 + Penalty 2699.362622 = -339462.248345
  nChanged 186
		SP:Iteration 12Q (176907.190000 sec): 3 clusters
  Score: Raw -342356.442301 + Penalty 2699.362622 = -339657.079679
  nChanged 211
		SP:Iteration 13F (176907.410000 sec): 3 clusters
  Score: Raw -342577.626435 + Penalty 2699.362622 = -339878.263813
  nChanged 179
		SP:Iteration 14Q (176907.590000 sec): 3 clusters
  Score: Raw -342790.578824 + Penalty 2699.362622 = -340091.216202
  nChanged 163
		SP:Iteration 15Q (176907.830000 sec): 3 clusters
  Score: Raw -342965.437284 + Penalty 2699.362622 = -340266.074662
  nChanged 111
		SP:Iteration 16Q (176908.070000 sec): 3 clusters
  Score: Raw -343068.059771 + Penalty 2699.362622 = -340368.697149
  nChanged 78
		SP:Iteration 17Q (176908.250000 sec): 3 clusters
  Score: Raw -343127.571973 + Penalty 2699.362622 = -340428.209351
  nChanged 50
		SP:Iteration 18Q (176908.430000 sec): 3 clusters
  Score: Raw -343165.867198 + Penalty 2699.362622 = -340466.504576
  nChanged 27
		SP:Iteration 19Q (176908.650000 sec): 3 clusters
  Score: Raw -343184.530490 + Penalty 2699.362622 = -340485.167868
  nChanged 33
		SP:Iteration 20F (176908.840000 sec): 3 clusters
  Score: Raw -343209.182940 + Penalty 2699.362622 = -340509.820318
  nChanged 23
		SP:Iteration 21Q (176909.000000 sec): 3 clusters
  Score: Raw -343220.872656 + Penalty 2699.362622 = -340521.510034
  nChanged 13
		SP:Iteration 22Q (176909.140000 sec): 3 clusters
  Score: Raw -343224.522650 + Penalty 2699.362622 = -340525.160028
  nChanged 7
		SP:Iteration 23Q (176909.330000 sec): 3 clusters
  Score: Raw -343226.346611 + Penalty 2699.362622 = -340526.983988
  nChanged 6
		SP:Iteration 24Q (176909.530000 sec): 3 clusters
  Score: Raw -343228.401068 + Penalty 2699.362622 = -340529.038446
  nChanged 8
		SP:Iteration 25Q (176909.720000 sec): 3 clusters
  Score: Raw -343231.023450 + Penalty 2699.362622 = -340531.660828
  nChanged 3
		SP:Iteration 26Q (176909.910000 sec): 3 clusters
  Score: Raw -343231.548844 + Penalty 2699.362622 = -340532.186222
  nChanged 2
		SP:Iteration 27Q (176910.090000 sec): 3 clusters
  Score: Raw -343231.885521 + Penalty 2699.362622 = -340532.522899
  nChanged 1
		SP:Iteration 28Q (176910.310000 sec): 3 clusters
  Score: Raw -343232.210427 + Penalty 2699.362622 = -340532.847805
  nChanged 0
		SP:Iteration 29F (176910.520000 sec): 3 clusters
  Score: Raw -343232.210427 + Penalty 2699.362622 = -340532.847805
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 4 (16640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176910.660000 sec): 2 clusters
  Score: Raw -1592614.042631 + Penalty 1579.429266 = -1591034.613365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176910.890000 sec): 3 clusters
  Score: Raw -1582697.900126 + Penalty 3158.858532 = -1579539.041594
  nChanged 7322
		SP:Iteration 1F (176911.170000 sec): 3 clusters
  Score: Raw -1586561.110231 + Penalty 3158.858532 = -1583402.251699
  nChanged 775
		SP:Iteration 2Q (176911.370000 sec): 3 clusters
  Score: Raw -1586800.058988 + Penalty 3158.858532 = -1583641.200456
  nChanged 708
		SP:Iteration 3Q (176911.620000 sec): 3 clusters
  Score: Raw -1587004.798676 + Penalty 3158.858532 = -1583845.940144
  nChanged 586
		SP:Iteration 4Q (176911.860000 sec): 3 clusters
  Score: Raw -1587156.836673 + Penalty 3158.858532 = -1583997.978141
  nChanged 507
		SP:Iteration 5Q (176912.100000 sec): 3 clusters
  Score: Raw -1587279.549755 + Penalty 3158.858532 = -1584120.691223
  nChanged 454
		SP:Iteration 6Q (176912.370000 sec): 3 clusters
  Score: Raw -1587398.445719 + Penalty 3158.858532 = -1584239.587187
  nChanged 441
		SP:Iteration 7Q (176912.640000 sec): 3 clusters
  Score: Raw -1587519.515073 + Penalty 3158.858532 = -1584360.656540
  nChanged 462
		SP:Iteration 8Q (176912.850000 sec): 3 clusters
  Score: Raw -1587670.015704 + Penalty 3158.858532 = -1584511.157172
  nChanged 504
		SP:Iteration 9Q (176913.100000 sec): 3 clusters
  Score: Raw -1587846.797187 + Penalty 3158.858532 = -1584687.938654
  nChanged 607
		SP:Iteration 10Q (176913.360000 sec): 3 clusters
  Score: Raw -1588096.737461 + Penalty 3158.858532 = -1584937.878929
  nChanged 733
		SP:Iteration 11Q (176913.610000 sec): 3 clusters
  Score: Raw -1588483.811326 + Penalty 3158.858532 = -1585324.952794
  nChanged 907
		SP:Iteration 12F (176913.860000 sec): 3 clusters
  Score: Raw -1589067.022359 + Penalty 3158.858532 = -1585908.163826
  nChanged 1053
		SP:Iteration 13F (176914.080000 sec): 3 clusters
  Score: Raw -1589873.255348 + Penalty 3158.858532 = -1586714.396816
  nChanged 1094
		SP:Iteration 14F (176914.290000 sec): 3 clusters
  Score: Raw -1590838.264938 + Penalty 3158.858532 = -1587679.406405
  nChanged 924
		SP:Iteration 15F (176914.530000 sec): 3 clusters
  Score: Raw -1591723.975989 + Penalty 3158.858532 = -1588565.117457
  nChanged 557
		SP:Iteration 16Q (176914.810000 sec): 3 clusters
  Score: Raw -1592266.771326 + Penalty 3158.858532 = -1589107.912793
  nChanged 242
		SP:Iteration 17Q (176915.040000 sec): 3 clusters
  Score: Raw -1592522.211627 + Penalty 3158.858532 = -1589363.353095
  nChanged 105
		SP:Iteration 18Q (176915.290000 sec): 3 clusters
  Score: Raw -1592648.308205 + Penalty 3158.858532 = -1589489.449673
  nChanged 49
		SP:Iteration 19Q (176915.520000 sec): 3 clusters
  Score: Raw -1592713.293837 + Penalty 3158.858532 = -1589554.435305
  nChanged 21
		SP:Iteration 20F (176915.790000 sec): 3 clusters
  Score: Raw -1592739.619423 + Penalty 3158.858532 = -1589580.760890
  nChanged 14
		SP:Iteration 21Q (176916.030000 sec): 3 clusters
  Score: Raw -1592759.975551 + Penalty 3158.858532 = -1589601.117019
  nChanged 9
		SP:Iteration 22Q (176916.250000 sec): 3 clusters
  Score: Raw -1592770.835069 + Penalty 3158.858532 = -1589611.976537
  nChanged 9
		SP:Iteration 23Q (176916.490000 sec): 3 clusters
  Score: Raw -1592783.273041 + Penalty 3158.858532 = -1589624.414508
  nChanged 5
		SP:Iteration 24Q (176916.670000 sec): 3 clusters
  Score: Raw -1592789.526282 + Penalty 3158.858532 = -1589630.667750
  nChanged 1
		SP:Iteration 25Q (176916.870000 sec): 3 clusters
  Score: Raw -1592790.014336 + Penalty 3158.858532 = -1589631.155803
  nChanged 0
		SP:Iteration 26F (176917.150000 sec): 3 clusters
  Score: Raw -1592790.014336 + Penalty 3158.858532 = -1589631.155803
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 5 (162451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176917.830000 sec): 2 clusters
  Score: Raw -13914212.098548 + Penalty 1949.696401 = -13912262.402147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176918.730000 sec): 3 clusters
  Score: Raw -13806943.806901 + Penalty 3899.392801 = -13803044.414100
  nChanged 78589
		SP:Iteration 1F (176919.570000 sec): 3 clusters
  Score: Raw -13853715.432694 + Penalty 3899.392801 = -13849816.039893
  nChanged 5490
		SP:Iteration 2Q (176920.550000 sec): 3 clusters
  Score: Raw -13855327.043557 + Penalty 3899.392801 = -13851427.650756
  nChanged 6137
		SP:Iteration 3Q (176921.420000 sec): 3 clusters
  Score: Raw -13857599.793423 + Penalty 3899.392801 = -13853700.400622
  nChanged 7112
		SP:Iteration 4Q (176922.290000 sec): 3 clusters
  Score: Raw -13860984.705697 + Penalty 3899.392801 = -13857085.312896
  nChanged 8316
		SP:Iteration 5F (176923.160000 sec): 3 clusters
  Score: Raw -13866067.668931 + Penalty 3899.392801 = -13862168.276130
  nChanged 9788
		SP:Iteration 6F (176924.060000 sec): 3 clusters
  Score: Raw -13873198.963214 + Penalty 3899.392801 = -13869299.570412
  nChanged 10541
		SP:Iteration 7F (176924.860000 sec): 3 clusters
  Score: Raw -13881689.346519 + Penalty 3899.392801 = -13877789.953718
  nChanged 10456
		SP:Iteration 8F (176925.680000 sec): 3 clusters
  Score: Raw -13890489.996220 + Penalty 3899.392801 = -13886590.603418
  nChanged 9471
		SP:Iteration 9F (176926.500000 sec): 3 clusters
  Score: Raw -13898447.532754 + Penalty 3899.392801 = -13894548.139953
  nChanged 7669
		SP:Iteration 10Q (176927.340000 sec): 3 clusters
  Score: Raw -13904628.620760 + Penalty 3899.392801 = -13900729.227959
  nChanged 5681
		SP:Iteration 11Q (176928.200000 sec): 3 clusters
  Score: Raw -13908821.312177 + Penalty 3899.392801 = -13904921.919375
  nChanged 3933
		SP:Iteration 12Q (176929.080000 sec): 3 clusters
  Score: Raw -13911335.936978 + Penalty 3899.392801 = -13907436.544177
  nChanged 2659
		SP:Iteration 13Q (176929.960000 sec): 3 clusters
  Score: Raw -13912812.590362 + Penalty 3899.392801 = -13908913.197560
  nChanged 1829
		SP:Iteration 14Q (176930.850000 sec): 3 clusters
  Score: Raw -13913669.914937 + Penalty 3899.392801 = -13909770.522136
  nChanged 1280
		SP:Iteration 15Q (176931.730000 sec): 3 clusters
  Score: Raw -13914199.472099 + Penalty 3899.392801 = -13910300.079298
  nChanged 933
		SP:Iteration 16Q (176932.580000 sec): 3 clusters
  Score: Raw -13914542.529005 + Penalty 3899.392801 = -13910643.136203
  nChanged 664
		SP:Iteration 17Q (176933.390000 sec): 3 clusters
  Score: Raw -13914756.517647 + Penalty 3899.392801 = -13910857.124846
  nChanged 497
		SP:Iteration 18Q (176934.210000 sec): 3 clusters
  Score: Raw -13914898.402883 + Penalty 3899.392801 = -13910999.010082
  nChanged 383
		SP:Iteration 19Q (176935.060000 sec): 3 clusters
  Score: Raw -13914993.533547 + Penalty 3899.392801 = -13911094.140745
  nChanged 267
		SP:Iteration 20F (176936.050000 sec): 3 clusters
  Score: Raw -13915049.591161 + Penalty 3899.392801 = -13911150.198360
  nChanged 211
		SP:Iteration 21Q (176936.820000 sec): 3 clusters
  Score: Raw -13915094.964782 + Penalty 3899.392801 = -13911195.571980
  nChanged 182
		SP:Iteration 22Q (176937.700000 sec): 3 clusters
  Score: Raw -13915130.239357 + Penalty 3899.392801 = -13911230.846555
  nChanged 134
		SP:Iteration 23Q (176938.530000 sec): 3 clusters
  Score: Raw -13915152.150284 + Penalty 3899.392801 = -13911252.757482
  nChanged 112
		SP:Iteration 24Q (176939.360000 sec): 3 clusters
  Score: Raw -13915169.429430 + Penalty 3899.392801 = -13911270.036628
  nChanged 88
		SP:Iteration 25Q (176940.210000 sec): 3 clusters
  Score: Raw -13915181.968660 + Penalty 3899.392801 = -13911282.575859
  nChanged 72
		SP:Iteration 26Q (176941.070000 sec): 3 clusters
  Score: Raw -13915192.352886 + Penalty 3899.392801 = -13911292.960084
  nChanged 51
		SP:Iteration 27Q (176941.990000 sec): 3 clusters
  Score: Raw -13915199.516120 + Penalty 3899.392801 = -13911300.123319
  nChanged 45
		SP:Iteration 28Q (176942.870000 sec): 3 clusters
  Score: Raw -13915206.153646 + Penalty 3899.392801 = -13911306.760845
  nChanged 55
		SP:Iteration 29Q (176943.710000 sec): 3 clusters
  Score: Raw -13915212.688645 + Penalty 3899.392801 = -13911313.295843
  nChanged 46
		SP:Iteration 30Q (176944.670000 sec): 3 clusters
  Score: Raw -13915218.278509 + Penalty 3899.392801 = -13911318.885707
  nChanged 39
		SP:Iteration 31Q (176945.630000 sec): 3 clusters
  Score: Raw -13915222.381619 + Penalty 3899.392801 = -13911322.988817
  nChanged 25
		SP:Iteration 32Q (176946.680000 sec): 3 clusters
  Score: Raw -13915225.150043 + Penalty 3899.392801 = -13911325.757241
  nChanged 23
		SP:Iteration 33Q (176947.630000 sec): 3 clusters
  Score: Raw -13915227.442834 + Penalty 3899.392801 = -13911328.050033
  nChanged 24
		SP:Iteration 34Q (176948.390000 sec): 3 clusters
  Score: Raw -13915230.006221 + Penalty 3899.392801 = -13911330.613419
  nChanged 19
		SP:Iteration 35Q (176949.080000 sec): 3 clusters
  Score: Raw -13915232.257256 + Penalty 3899.392801 = -13911332.864454
  nChanged 19
		SP:Iteration 36Q (176949.820000 sec): 3 clusters
  Score: Raw -13915233.814061 + Penalty 3899.392801 = -13911334.421259
  nChanged 15
		SP:Iteration 37Q (176950.600000 sec): 3 clusters
  Score: Raw -13915235.409455 + Penalty 3899.392801 = -13911336.016653
  nChanged 14
		SP:Iteration 38Q (176951.370000 sec): 3 clusters
  Score: Raw -13915236.972932 + Penalty 3899.392801 = -13911337.580130
  nChanged 14
		SP:Iteration 39Q (176952.180000 sec): 3 clusters
  Score: Raw -13915238.652784 + Penalty 3899.392801 = -13911339.259983
  nChanged 16
		SP:Iteration 40F (176953.090000 sec): 3 clusters
  Score: Raw -13915240.402024 + Penalty 3899.392801 = -13911341.009223
  nChanged 19
		SP:Iteration 41Q (176953.910000 sec): 3 clusters
  Score: Raw -13915242.116639 + Penalty 3899.392801 = -13911342.723837
  nChanged 11
		SP:Iteration 42Q (176954.640000 sec): 3 clusters
  Score: Raw -13915243.363485 + Penalty 3899.392801 = -13911343.970683
  nChanged 7
		SP:Iteration 43Q (176955.390000 sec): 3 clusters
  Score: Raw -13915244.398024 + Penalty 3899.392801 = -13911345.005222
  nChanged 10
		SP:Iteration 44Q (176956.130000 sec): 3 clusters
  Score: Raw -13915245.427253 + Penalty 3899.392801 = -13911346.034451
  nChanged 9
		SP:Iteration 45Q (176956.900000 sec): 3 clusters
  Score: Raw -13915246.372808 + Penalty 3899.392801 = -13911346.980006
  nChanged 9
		SP:Iteration 46Q (176957.740000 sec): 3 clusters
  Score: Raw -13915247.319056 + Penalty 3899.392801 = -13911347.926254
  nChanged 10
		SP:Iteration 47Q (176958.450000 sec): 3 clusters
  Score: Raw -13915248.158992 + Penalty 3899.392801 = -13911348.766191
  nChanged 9
		SP:Iteration 48Q (176959.200000 sec): 3 clusters
  Score: Raw -13915249.214618 + Penalty 3899.392801 = -13911349.821817
  nChanged 8
		SP:Iteration 49Q (176960.030000 sec): 3 clusters
  Score: Raw -13915249.810934 + Penalty 3899.392801 = -13911350.418132
  nChanged 6
		SP:Iteration 50Q (176960.750000 sec): 3 clusters
  Score: Raw -13915250.350383 + Penalty 3899.392801 = -13911350.957581
  nChanged 4
		SP:Iteration 51Q (176961.520000 sec): 3 clusters
  Score: Raw -13915250.698579 + Penalty 3899.392801 = -13911351.305777
  nChanged 3
		SP:Iteration 52Q (176962.390000 sec): 3 clusters
  Score: Raw -13915251.003636 + Penalty 3899.392801 = -13911351.610835
  nChanged 4
		SP:Iteration 53Q (176963.270000 sec): 3 clusters
  Score: Raw -13915251.333982 + Penalty 3899.392801 = -13911351.941181
  nChanged 4
		SP:Iteration 54Q (176964.030000 sec): 3 clusters
  Score: Raw -13915251.762587 + Penalty 3899.392801 = -13911352.369786
  nChanged 6
		SP:Iteration 55Q (176964.850000 sec): 3 clusters
  Score: Raw -13915252.427303 + Penalty 3899.392801 = -13911353.034502
  nChanged 6
		SP:Iteration 56Q (176965.690000 sec): 3 clusters
  Score: Raw -13915253.013723 + Penalty 3899.392801 = -13911353.620922
  nChanged 9
		SP:Iteration 57Q (176966.520000 sec): 3 clusters
  Score: Raw -13915253.759580 + Penalty 3899.392801 = -13911354.366778
  nChanged 6
		SP:Iteration 58Q (176967.340000 sec): 3 clusters
  Score: Raw -13915254.219206 + Penalty 3899.392801 = -13911354.826404
  nChanged 4
		SP:Iteration 59Q (176968.040000 sec): 3 clusters
  Score: Raw -13915254.504454 + Penalty 3899.392801 = -13911355.111653
  nChanged 3
		SP:Iteration 60F (176968.800000 sec): 3 clusters
  Score: Raw -13915254.718549 + Penalty 3899.392801 = -13911355.325748
  nChanged 3
		SP:Iteration 61Q (176969.560000 sec): 3 clusters
  Score: Raw -13915255.048345 + Penalty 3899.392801 = -13911355.655543
  nChanged 3
		SP:Iteration 62Q (176970.390000 sec): 3 clusters
  Score: Raw -13915255.255598 + Penalty 3899.392801 = -13911355.862796
  nChanged 2
		SP:Iteration 63Q (176971.110000 sec): 3 clusters
  Score: Raw -13915255.424776 + Penalty 3899.392801 = -13911356.031975
  nChanged 3
		SP:Iteration 64Q (176972.030000 sec): 3 clusters
  Score: Raw -13915255.590631 + Penalty 3899.392801 = -13911356.197830
  nChanged 1
		SP:Iteration 65Q (176972.880000 sec): 3 clusters
  Score: Raw -13915255.646824 + Penalty 3899.392801 = -13911356.254023
  nChanged 1
		SP:Iteration 66Q (176973.720000 sec): 3 clusters
  Score: Raw -13915255.732887 + Penalty 3899.392801 = -13911356.340086
  nChanged 1
		SP:Iteration 67Q (176974.500000 sec): 3 clusters
  Score: Raw -13915255.802558 + Penalty 3899.392801 = -13911356.409756
  nChanged 0
		SP:Iteration 68F (176975.390000 sec): 3 clusters
  Score: Raw -13915255.802558 + Penalty 3899.392801 = -13911356.409756
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 6 (27914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (176975.630000 sec): 2 clusters
  Score: Raw -2281185.065637 + Penalty 1663.493591 = -2279521.572046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (176975.990000 sec): 3 clusters
  Score: Raw -2263947.481226 + Penalty 3326.987181 = -2260620.494045
  nChanged 12966
		SP:Iteration 1F (176976.260000 sec): 3 clusters
  Score: Raw -2272388.042288 + Penalty 3326.987181 = -2269061.055107
  nChanged 2091
		SP:Iteration 2F (176976.540000 sec): 3 clusters
  Score: Raw -2273970.011896 + Penalty 3326.987181 = -2270643.024715
  nChanged 2133
		SP:Iteration 3F (176976.800000 sec): 3 clusters
  Score: Raw -2275508.418595 + Penalty 3326.987181 = -2272181.431414
  nChanged 1943
		SP:Iteration 4F (176977.150000 sec): 3 clusters
  Score: Raw -2276712.834870 + Penalty 3326.987181 = -2273385.847689
  nChanged 1565
		SP:Iteration 5F (176977.410000 sec): 3 clusters
  Score: Raw -2277569.752313 + Penalty 3326.987181 = -2274242.765132
  nChanged 1221
		SP:Iteration 6Q (176977.700000 sec): 3 clusters
  Score: Raw -2278122.793125 + Penalty 3326.987181 = -2274795.805944
  nChanged 967
		SP:Iteration 7Q (176978.020000 sec): 3 clusters
  Score: Raw -2278517.602032 + Penalty 3326.987181 = -2275190.614851
  nChanged 809
		SP:Iteration 8Q (176978.340000 sec): 3 clusters
  Score: Raw -2278848.837911 + Penalty 3326.987181 = -2275521.850730
  nChanged 715
		SP:Iteration 9Q (176978.660000 sec): 3 clusters
  Score: Raw -2279109.456835 + Penalty 3326.987181 = -2275782.469654
  nChanged 613
		SP:Iteration 10Q (176979.030000 sec): 3 clusters
  Score: Raw -2279337.022593 + Penalty 3326.987181 = -2276010.035412
  nChanged 582
		SP:Iteration 11Q (176979.320000 sec): 3 clusters
  Score: Raw -2279563.004021 + Penalty 3326.987181 = -2276236.016840
  nChanged 536
		SP:Iteration 12Q (176979.650000 sec): 3 clusters
  Score: Raw -2279771.737568 + Penalty 3326.987181 = -2276444.750387
  nChanged 515
		SP:Iteration 13Q (176979.930000 sec): 3 clusters
  Score: Raw -2279958.973279 + Penalty 3326.987181 = -2276631.986098
  nChanged 436
		SP:Iteration 14Q (176980.210000 sec): 3 clusters
  Score: Raw -2280119.333543 + Penalty 3326.987181 = -2276792.346362
  nChanged 387
		SP:Iteration 15Q (176980.540000 sec): 3 clusters
  Score: Raw -2280263.938497 + Penalty 3326.987181 = -2276936.951316
  nChanged 376
		SP:Iteration 16Q (176980.860000 sec): 3 clusters
  Score: Raw -2280382.081749 + Penalty 3326.987181 = -2277055.094568
  nChanged 331
		SP:Iteration 17Q (176981.160000 sec): 3 clusters
  Score: Raw -2280474.788282 + Penalty 3326.987181 = -2277147.801101
  nChanged 278
		SP:Iteration 18Q (176981.460000 sec): 3 clusters
  Score: Raw -2280541.672499 + Penalty 3326.987181 = -2277214.685318
  nChanged 240
		SP:Iteration 19Q (176981.790000 sec): 3 clusters
  Score: Raw -2280593.901243 + Penalty 3326.987181 = -2277266.914062
  nChanged 191
		SP:Iteration 20F (176982.080000 sec): 3 clusters
  Score: Raw -2280636.252178 + Penalty 3326.987181 = -2277309.264997
  nChanged 166
		SP:Iteration 21Q (176982.400000 sec): 3 clusters
  Score: Raw -2280668.332222 + Penalty 3326.987181 = -2277341.345041
  nChanged 168
		SP:Iteration 22Q (176982.700000 sec): 3 clusters
  Score: Raw -2280699.055531 + Penalty 3326.987181 = -2277372.068350
  nChanged 175
		SP:Iteration 23Q (176983.030000 sec): 3 clusters
  Score: Raw -2280728.638738 + Penalty 3326.987181 = -2277401.651557
  nChanged 159
		SP:Iteration 24Q (176983.340000 sec): 3 clusters
  Score: Raw -2280752.676799 + Penalty 3326.987181 = -2277425.689618
  nChanged 129
		SP:Iteration 25Q (176983.620000 sec): 3 clusters
  Score: Raw -2280771.753281 + Penalty 3326.987181 = -2277444.766100
  nChanged 132
		SP:Iteration 26Q (176983.990000 sec): 3 clusters
  Score: Raw -2280792.620109 + Penalty 3326.987181 = -2277465.632928
  nChanged 143
		SP:Iteration 27Q (176984.290000 sec): 3 clusters
  Score: Raw -2280811.165127 + Penalty 3326.987181 = -2277484.177946
  nChanged 120
		SP:Iteration 28Q (176984.600000 sec): 3 clusters
  Score: Raw -2280827.542269 + Penalty 3326.987181 = -2277500.555088
  nChanged 125
		SP:Iteration 29Q (176984.900000 sec): 3 clusters
  Score: Raw -2280844.690014 + Penalty 3326.987181 = -2277517.702833
  nChanged 110
		SP:Iteration 30Q (176985.210000 sec): 3 clusters
  Score: Raw -2280858.540253 + Penalty 3326.987181 = -2277531.553072
  nChanged 99
		SP:Iteration 31Q (176985.550000 sec): 3 clusters
  Score: Raw -2280870.973438 + Penalty 3326.987181 = -2277543.986257
  nChanged 110
		SP:Iteration 32Q (176985.850000 sec): 3 clusters
  Score: Raw -2280885.348105 + Penalty 3326.987181 = -2277558.360924
  nChanged 123
		SP:Iteration 33Q (176986.180000 sec): 3 clusters
  Score: Raw -2280901.288111 + Penalty 3326.987181 = -2277574.300930
  nChanged 105
		SP:Iteration 34Q (176986.550000 sec): 3 clusters
  Score: Raw -2280914.691057 + Penalty 3326.987181 = -2277587.703876
  nChanged 105
		SP:Iteration 35Q (176986.890000 sec): 3 clusters
  Score: Raw -2280926.651492 + Penalty 3326.987181 = -2277599.664311
  nChanged 92
		SP:Iteration 36Q (176987.220000 sec): 3 clusters
  Score: Raw -2280936.082404 + Penalty 3326.987181 = -2277609.095223
  nChanged 75
		SP:Iteration 37Q (176987.560000 sec): 3 clusters
  Score: Raw -2280943.674307 + Penalty 3326.987181 = -2277616.687126
  nChanged 74
		SP:Iteration 38Q (176987.870000 sec): 3 clusters
  Score: Raw -2280951.541581 + Penalty 3326.987181 = -2277624.554399
  nChanged 73
		SP:Iteration 39Q (176988.210000 sec): 3 clusters
  Score: Raw -2280959.644068 + Penalty 3326.987181 = -2277632.656887
  nChanged 80
		SP:Iteration 40F (176988.510000 sec): 3 clusters
  Score: Raw -2280968.184398 + Penalty 3326.987181 = -2277641.197217
  nChanged 79
		SP:Iteration 41Q (176988.760000 sec): 3 clusters
  Score: Raw -2280976.770071 + Penalty 3326.987181 = -2277649.782890
  nChanged 76
		SP:Iteration 42Q (176989.050000 sec): 3 clusters
  Score: Raw -2280983.863930 + Penalty 3326.987181 = -2277656.876749
  nChanged 71
		SP:Iteration 43Q (176989.370000 sec): 3 clusters
  Score: Raw -2280991.887469 + Penalty 3326.987181 = -2277664.900288
  nChanged 68
		SP:Iteration 44Q (176989.680000 sec): 3 clusters
  Score: Raw -2280999.584264 + Penalty 3326.987181 = -2277672.597083
  nChanged 84
		SP:Iteration 45Q (176989.970000 sec): 3 clusters
  Score: Raw -2281007.738091 + Penalty 3326.987181 = -2277680.750909
  nChanged 71
		SP:Iteration 46Q (176990.330000 sec): 3 clusters
  Score: Raw -2281016.085200 + Penalty 3326.987181 = -2277689.098019
  nChanged 80
		SP:Iteration 47Q (176990.620000 sec): 3 clusters
  Score: Raw -2281023.910620 + Penalty 3326.987181 = -2277696.923439
  nChanged 92
		SP:Iteration 48Q (176990.990000 sec): 3 clusters
  Score: Raw -2281036.411807 + Penalty 3326.987181 = -2277709.424626
  nChanged 109
		SP:Iteration 49Q (176991.330000 sec): 3 clusters
  Score: Raw -2281052.511633 + Penalty 3326.987181 = -2277725.524452
  nChanged 124
		SP:Iteration 50Q (176991.650000 sec): 3 clusters
  Score: Raw -2281068.371012 + Penalty 3326.987181 = -2277741.383831
  nChanged 112
		SP:Iteration 51Q (176992.000000 sec): 3 clusters
  Score: Raw -2281082.747304 + Penalty 3326.987181 = -2277755.760123
  nChanged 116
		SP:Iteration 52Q (176992.250000 sec): 3 clusters
  Score: Raw -2281097.995343 + Penalty 3326.987181 = -2277771.008162
  nChanged 114
		SP:Iteration 53Q (176992.580000 sec): 3 clusters
  Score: Raw -2281114.132998 + Penalty 3326.987181 = -2277787.145817
  nChanged 126
		SP:Iteration 54Q (176992.940000 sec): 3 clusters
  Score: Raw -2281132.421856 + Penalty 3326.987181 = -2277805.434674
  nChanged 111
		SP:Iteration 55Q (176993.230000 sec): 3 clusters
  Score: Raw -2281147.376845 + Penalty 3326.987181 = -2277820.389664
  nChanged 96
		SP:Iteration 56Q (176993.530000 sec): 3 clusters
  Score: Raw -2281161.246574 + Penalty 3326.987181 = -2277834.259392
  nChanged 96
		SP:Iteration 57Q (176993.860000 sec): 3 clusters
  Score: Raw -2281174.802393 + Penalty 3326.987181 = -2277847.815212
  nChanged 84
		SP:Iteration 58Q (176994.200000 sec): 3 clusters
  Score: Raw -2281184.906340 + Penalty 3326.987181 = -2277857.919159
  nChanged 84
		SP:Iteration 59Q (176994.460000 sec): 3 clusters
  Score: Raw -2281193.569539 + Penalty 3326.987181 = -2277866.582357
  nChanged 56
		SP:Iteration 60F (176994.750000 sec): 3 clusters
  Score: Raw -2281198.309291 + Penalty 3326.987181 = -2277871.322110
  nChanged 43
		SP:Iteration 61Q (176995.050000 sec): 3 clusters
  Score: Raw -2281202.238994 + Penalty 3326.987181 = -2277875.251813
  nChanged 44
		SP:Iteration 62Q (176995.360000 sec): 3 clusters
  Score: Raw -2281206.608747 + Penalty 3326.987181 = -2277879.621566
  nChanged 51
		SP:Iteration 63Q (176995.660000 sec): 3 clusters
  Score: Raw -2281211.418452 + Penalty 3326.987181 = -2277884.431271
  nChanged 38
		SP:Iteration 64Q (176995.960000 sec): 3 clusters
  Score: Raw -2281215.280860 + Penalty 3326.987181 = -2277888.293679
  nChanged 40
		SP:Iteration 65Q (176996.330000 sec): 3 clusters
  Score: Raw -2281218.912610 + Penalty 3326.987181 = -2277891.925429
  nChanged 41
		SP:Iteration 66Q (176996.600000 sec): 3 clusters
  Score: Raw -2281222.541330 + Penalty 3326.987181 = -2277895.554149
  nChanged 39
		SP:Iteration 67Q (176996.920000 sec): 3 clusters
  Score: Raw -2281226.216736 + Penalty 3326.987181 = -2277899.229555
  nChanged 54
		SP:Iteration 68Q (176997.280000 sec): 3 clusters
  Score: Raw -2281231.539080 + Penalty 3326.987181 = -2277904.551899
  nChanged 57
		SP:Iteration 69Q (176997.560000 sec): 3 clusters
  Score: Raw -2281237.530636 + Penalty 3326.987181 = -2277910.543455
  nChanged 60
		SP:Iteration 70Q (176997.860000 sec): 3 clusters
  Score: Raw -2281243.733181 + Penalty 3326.987181 = -2277916.746000
  nChanged 52
		SP:Iteration 71Q (176998.150000 sec): 3 clusters
  Score: Raw -2281248.794466 + Penalty 3326.987181 = -2277921.807285
  nChanged 65
		SP:Iteration 72Q (176998.460000 sec): 3 clusters
  Score: Raw -2281255.697275 + Penalty 3326.987181 = -2277928.710094
  nChanged 63
		SP:Iteration 73Q (176998.730000 sec): 3 clusters
  Score: Raw -2281262.417295 + Penalty 3326.987181 = -2277935.430114
  nChanged 71
		SP:Iteration 74Q (176999.060000 sec): 3 clusters
  Score: Raw -2281271.110177 + Penalty 3326.987181 = -2277944.122996
  nChanged 77
		SP:Iteration 75Q (176999.360000 sec): 3 clusters
  Score: Raw -2281280.882504 + Penalty 3326.987181 = -2277953.895323
  nChanged 72
		SP:Iteration 76Q (176999.640000 sec): 3 clusters
  Score: Raw -2281290.541092 + Penalty 3326.987181 = -2277963.553911
  nChanged 77
		SP:Iteration 77Q (176999.950000 sec): 3 clusters
  Score: Raw -2281301.577567 + Penalty 3326.987181 = -2277974.590386
  nChanged 78
		SP:Iteration 78Q (177000.260000 sec): 3 clusters
  Score: Raw -2281313.140939 + Penalty 3326.987181 = -2277986.153758
  nChanged 81
		SP:Iteration 79Q (177000.570000 sec): 3 clusters
  Score: Raw -2281324.555193 + Penalty 3326.987181 = -2277997.568012
  nChanged 102
		SP:Iteration 80F (177000.880000 sec): 3 clusters
  Score: Raw -2281343.146999 + Penalty 3326.987181 = -2278016.159818
  nChanged 120
		SP:Iteration 81Q (177001.200000 sec): 3 clusters
  Score: Raw -2281367.640683 + Penalty 3326.987181 = -2278040.653502
  nChanged 133
		SP:Iteration 82Q (177001.520000 sec): 3 clusters
  Score: Raw -2281395.824880 + Penalty 3326.987181 = -2278068.837699
  nChanged 139
		SP:Iteration 83Q (177001.810000 sec): 3 clusters
  Score: Raw -2281424.096605 + Penalty 3326.987181 = -2278097.109423
  nChanged 134
		SP:Iteration 84Q (177002.120000 sec): 3 clusters
  Score: Raw -2281453.362390 + Penalty 3326.987181 = -2278126.375209
  nChanged 132
		SP:Iteration 85Q (177002.420000 sec): 3 clusters
  Score: Raw -2281478.710122 + Penalty 3326.987181 = -2278151.722941
  nChanged 111
		SP:Iteration 86Q (177002.700000 sec): 3 clusters
  Score: Raw -2281499.471117 + Penalty 3326.987181 = -2278172.483936
  nChanged 122
		SP:Iteration 87Q (177003.000000 sec): 3 clusters
  Score: Raw -2281526.089435 + Penalty 3326.987181 = -2278199.102254
  nChanged 126
		SP:Iteration 88Q (177003.270000 sec): 3 clusters
  Score: Raw -2281550.439926 + Penalty 3326.987181 = -2278223.452745
  nChanged 126
		SP:Iteration 89Q (177003.560000 sec): 3 clusters
  Score: Raw -2281577.809937 + Penalty 3326.987181 = -2278250.822756
  nChanged 129
		SP:Iteration 90Q (177003.880000 sec): 3 clusters
  Score: Raw -2281604.850100 + Penalty 3326.987181 = -2278277.862918
  nChanged 119
		SP:Iteration 91Q (177004.210000 sec): 3 clusters
  Score: Raw -2281633.608313 + Penalty 3326.987181 = -2278306.621132
  nChanged 136
		SP:Iteration 92Q (177004.520000 sec): 3 clusters
  Score: Raw -2281670.621800 + Penalty 3326.987181 = -2278343.634619
  nChanged 149
		SP:Iteration 93Q (177004.780000 sec): 3 clusters
  Score: Raw -2281708.897890 + Penalty 3326.987181 = -2278381.910709
  nChanged 123
		SP:Iteration 94Q (177005.130000 sec): 3 clusters
  Score: Raw -2281739.036432 + Penalty 3326.987181 = -2278412.049251
  nChanged 124
		SP:Iteration 95Q (177005.460000 sec): 3 clusters
  Score: Raw -2281765.358229 + Penalty 3326.987181 = -2278438.371048
  nChanged 86
		SP:Iteration 96Q (177005.730000 sec): 3 clusters
  Score: Raw -2281783.682568 + Penalty 3326.987181 = -2278456.695387
  nChanged 90
		SP:Iteration 97Q (177006.030000 sec): 3 clusters
  Score: Raw -2281802.573611 + Penalty 3326.987181 = -2278475.586430
  nChanged 74
		SP:Iteration 98Q (177006.310000 sec): 3 clusters
  Score: Raw -2281817.581212 + Penalty 3326.987181 = -2278490.594031
  nChanged 67
		SP:Iteration 99Q (177006.620000 sec): 3 clusters
  Score: Raw -2281833.372202 + Penalty 3326.987181 = -2278506.385021
  nChanged 75
		SP:Iteration 100F (177006.880000 sec): 3 clusters
  Score: Raw -2281851.123318 + Penalty 3326.987181 = -2278524.136137
  nChanged 71
		SP:Iteration 101Q (177007.200000 sec): 3 clusters
  Score: Raw -2281866.064416 + Penalty 3326.987181 = -2278539.077235
  nChanged 55
		SP:Iteration 102Q (177007.460000 sec): 3 clusters
  Score: Raw -2281875.120705 + Penalty 3326.987181 = -2278548.133524
  nChanged 44
		SP:Iteration 103Q (177007.710000 sec): 3 clusters
  Score: Raw -2281884.839122 + Penalty 3326.987181 = -2278557.851941
  nChanged 46
		SP:Iteration 104Q (177008.010000 sec): 3 clusters
  Score: Raw -2281893.714346 + Penalty 3326.987181 = -2278566.727165
  nChanged 52
		SP:Iteration 105Q (177008.290000 sec): 3 clusters
  Score: Raw -2281904.600466 + Penalty 3326.987181 = -2278577.613285
  nChanged 44
		SP:Iteration 106Q (177008.590000 sec): 3 clusters
  Score: Raw -2281912.686134 + Penalty 3326.987181 = -2278585.698953
  nChanged 43
		SP:Iteration 107Q (177008.900000 sec): 3 clusters
  Score: Raw -2281921.804628 + Penalty 3326.987181 = -2278594.817447
  nChanged 36
		SP:Iteration 108Q (177009.170000 sec): 3 clusters
  Score: Raw -2281928.164078 + Penalty 3326.987181 = -2278601.176897
  nChanged 31
		SP:Iteration 109Q (177009.470000 sec): 3 clusters
  Score: Raw -2281932.039024 + Penalty 3326.987181 = -2278605.051843
  nChanged 22
		SP:Iteration 110Q (177009.730000 sec): 3 clusters
  Score: Raw -2281935.013841 + Penalty 3326.987181 = -2278608.026660
  nChanged 13
		SP:Iteration 111Q (177010.000000 sec): 3 clusters
  Score: Raw -2281936.810135 + Penalty 3326.987181 = -2278609.822954
  nChanged 14
		SP:Iteration 112Q (177010.300000 sec): 3 clusters
  Score: Raw -2281940.267582 + Penalty 3326.987181 = -2278613.280401
  nChanged 23
		SP:Iteration 113Q (177010.580000 sec): 3 clusters
  Score: Raw -2281943.979749 + Penalty 3326.987181 = -2278616.992568
  nChanged 11
		SP:Iteration 114Q (177010.870000 sec): 3 clusters
  Score: Raw -2281946.508152 + Penalty 3326.987181 = -2278619.520970
  nChanged 18
		SP:Iteration 115Q (177011.190000 sec): 3 clusters
  Score: Raw -2281949.799205 + Penalty 3326.987181 = -2278622.812024
  nChanged 11
		SP:Iteration 116Q (177011.450000 sec): 3 clusters
  Score: Raw -2281951.615976 + Penalty 3326.987181 = -2278624.628795
  nChanged 14
		SP:Iteration 117Q (177011.770000 sec): 3 clusters
  Score: Raw -2281955.000139 + Penalty 3326.987181 = -2278628.012958
  nChanged 17
		SP:Iteration 118Q (177012.080000 sec): 3 clusters
  Score: Raw -2281958.200534 + Penalty 3326.987181 = -2278631.213353
  nChanged 19
		SP:Iteration 119Q (177012.360000 sec): 3 clusters
  Score: Raw -2281962.600906 + Penalty 3326.987181 = -2278635.613725
  nChanged 23
		SP:Iteration 120F (177012.710000 sec): 3 clusters
  Score: Raw -2281969.445816 + Penalty 3326.987181 = -2278642.458635
  nChanged 28
		SP:Iteration 121Q (177012.990000 sec): 3 clusters
  Score: Raw -2281978.227535 + Penalty 3326.987181 = -2278651.240353
  nChanged 36
		SP:Iteration 122Q (177013.270000 sec): 3 clusters
  Score: Raw -2281988.009016 + Penalty 3326.987181 = -2278661.021835
  nChanged 41
		SP:Iteration 123Q (177013.590000 sec): 3 clusters
  Score: Raw -2281996.080856 + Penalty 3326.987181 = -2278669.093675
  nChanged 39
		SP:Iteration 124Q (177013.890000 sec): 3 clusters
  Score: Raw -2282007.497518 + Penalty 3326.987181 = -2278680.510337
  nChanged 42
		SP:Iteration 125Q (177014.170000 sec): 3 clusters
  Score: Raw -2282019.677858 + Penalty 3326.987181 = -2278692.690677
  nChanged 40
		SP:Iteration 126Q (177014.420000 sec): 3 clusters
  Score: Raw -2282027.784299 + Penalty 3326.987181 = -2278700.797117
  nChanged 36
		SP:Iteration 127Q (177014.700000 sec): 3 clusters
  Score: Raw -2282033.481075 + Penalty 3326.987181 = -2278706.493894
  nChanged 20
		SP:Iteration 128Q (177014.970000 sec): 3 clusters
  Score: Raw -2282036.871531 + Penalty 3326.987181 = -2278709.884350
  nChanged 25
		SP:Iteration 129Q (177015.250000 sec): 3 clusters
  Score: Raw -2282040.875558 + Penalty 3326.987181 = -2278713.888377
  nChanged 18
		SP:Iteration 130Q (177015.520000 sec): 3 clusters
  Score: Raw -2282044.287964 + Penalty 3326.987181 = -2278717.300783
  nChanged 15
		SP:Iteration 131Q (177015.770000 sec): 3 clusters
  Score: Raw -2282046.705583 + Penalty 3326.987181 = -2278719.718402
  nChanged 16
		SP:Iteration 132Q (177016.070000 sec): 3 clusters
  Score: Raw -2282048.782834 + Penalty 3326.987181 = -2278721.795653
  nChanged 12
		SP:Iteration 133Q (177016.330000 sec): 3 clusters
  Score: Raw -2282050.577062 + Penalty 3326.987181 = -2278723.589881
  nChanged 12
		SP:Iteration 134Q (177016.610000 sec): 3 clusters
  Score: Raw -2282052.551244 + Penalty 3326.987181 = -2278725.564063
  nChanged 13
		SP:Iteration 135Q (177016.850000 sec): 3 clusters
  Score: Raw -2282055.006582 + Penalty 3326.987181 = -2278728.019401
  nChanged 15
		SP:Iteration 136Q (177017.120000 sec): 3 clusters
  Score: Raw -2282057.635626 + Penalty 3326.987181 = -2278730.648445
  nChanged 11
		SP:Iteration 137Q (177017.410000 sec): 3 clusters
  Score: Raw -2282059.772955 + Penalty 3326.987181 = -2278732.785774
  nChanged 9
		SP:Iteration 138Q (177017.650000 sec): 3 clusters
  Score: Raw -2282061.186320 + Penalty 3326.987181 = -2278734.199139
  nChanged 5
		SP:Iteration 139Q (177017.920000 sec): 3 clusters
  Score: Raw -2282061.995327 + Penalty 3326.987181 = -2278735.008146
  nChanged 2
		SP:Iteration 140F (177018.190000 sec): 3 clusters
  Score: Raw -2282062.358167 + Penalty 3326.987181 = -2278735.370986
  nChanged 4
		SP:Iteration 141Q (177018.450000 sec): 3 clusters
  Score: Raw -2282062.907680 + Penalty 3326.987181 = -2278735.920499
  nChanged 3
		SP:Iteration 142Q (177018.740000 sec): 3 clusters
  Score: Raw -2282063.210358 + Penalty 3326.987181 = -2278736.223177
  nChanged 1
		SP:Iteration 143Q (177019.050000 sec): 3 clusters
  Score: Raw -2282063.341551 + Penalty 3326.987181 = -2278736.354370
  nChanged 2
		SP:Iteration 144Q (177019.300000 sec): 3 clusters
  Score: Raw -2282063.815846 + Penalty 3326.987181 = -2278736.828665
  nChanged 5
		SP:Iteration 145Q (177019.560000 sec): 3 clusters
  Score: Raw -2282064.529269 + Penalty 3326.987181 = -2278737.542088
  nChanged 4
		SP:Iteration 146Q (177019.790000 sec): 3 clusters
  Score: Raw -2282064.986062 + Penalty 3326.987181 = -2278737.998881
  nChanged 7
		SP:Iteration 147Q (177020.080000 sec): 3 clusters
  Score: Raw -2282065.801856 + Penalty 3326.987181 = -2278738.814675
  nChanged 5
		SP:Iteration 148Q (177020.340000 sec): 3 clusters
  Score: Raw -2282066.304205 + Penalty 3326.987181 = -2278739.317024
  nChanged 0
		SP:Iteration 149F (177020.580000 sec): 3 clusters
  Score: Raw -2282066.304205 + Penalty 3326.987181 = -2278739.317024
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 7 (6608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177020.690000 sec): 2 clusters
  Score: Raw -526263.715950 + Penalty 1429.355901 = -524834.360049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177020.920000 sec): 3 clusters
  Score: Raw -522659.231710 + Penalty 2858.711802 = -519800.519908
  nChanged 2782
		SP:Iteration 1F (177021.120000 sec): 3 clusters
  Score: Raw -524301.330407 + Penalty 2858.711802 = -521442.618604
  nChanged 574
		SP:Iteration 2F (177021.310000 sec): 3 clusters
  Score: Raw -524823.555105 + Penalty 2858.711802 = -521964.843303
  nChanged 579
		SP:Iteration 3F (177021.500000 sec): 3 clusters
  Score: Raw -525387.226607 + Penalty 2858.711802 = -522528.514805
  nChanged 548
		SP:Iteration 4F (177021.710000 sec): 3 clusters
  Score: Raw -525926.175927 + Penalty 2858.711802 = -523067.464124
  nChanged 489
		SP:Iteration 5F (177021.920000 sec): 3 clusters
  Score: Raw -526396.387211 + Penalty 2858.711802 = -523537.675409
  nChanged 367
		SP:Iteration 6F (177022.060000 sec): 3 clusters
  Score: Raw -526700.319616 + Penalty 2858.711802 = -523841.607814
  nChanged 279
		SP:Iteration 7Q (177022.280000 sec): 3 clusters
  Score: Raw -526918.985917 + Penalty 2858.711802 = -524060.274114
  nChanged 211
		SP:Iteration 8Q (177022.430000 sec): 3 clusters
  Score: Raw -527078.187043 + Penalty 2858.711802 = -524219.475240
  nChanged 166
		SP:Iteration 9Q (177022.630000 sec): 3 clusters
  Score: Raw -527186.101425 + Penalty 2858.711802 = -524327.389622
  nChanged 113
		SP:Iteration 10Q (177022.860000 sec): 3 clusters
  Score: Raw -527252.439305 + Penalty 2858.711802 = -524393.727503
  nChanged 80
		SP:Iteration 11Q (177023.040000 sec): 3 clusters
  Score: Raw -527298.602983 + Penalty 2858.711802 = -524439.891181
  nChanged 73
		SP:Iteration 12Q (177023.220000 sec): 3 clusters
  Score: Raw -527330.001055 + Penalty 2858.711802 = -524471.289252
  nChanged 60
		SP:Iteration 13Q (177023.470000 sec): 3 clusters
  Score: Raw -527358.375897 + Penalty 2858.711802 = -524499.664095
  nChanged 48
		SP:Iteration 14Q (177023.630000 sec): 3 clusters
  Score: Raw -527378.862827 + Penalty 2858.711802 = -524520.151025
  nChanged 44
		SP:Iteration 15Q (177023.840000 sec): 3 clusters
  Score: Raw -527396.067179 + Penalty 2858.711802 = -524537.355377
  nChanged 30
		SP:Iteration 16Q (177024.030000 sec): 3 clusters
  Score: Raw -527404.358394 + Penalty 2858.711802 = -524545.646592
  nChanged 21
		SP:Iteration 17Q (177024.240000 sec): 3 clusters
  Score: Raw -527411.052353 + Penalty 2858.711802 = -524552.340550
  nChanged 16
		SP:Iteration 18Q (177024.460000 sec): 3 clusters
  Score: Raw -527414.842331 + Penalty 2858.711802 = -524556.130528
  nChanged 7
		SP:Iteration 19Q (177024.630000 sec): 3 clusters
  Score: Raw -527415.871013 + Penalty 2858.711802 = -524557.159211
  nChanged 7
		SP:Iteration 20F (177024.790000 sec): 3 clusters
  Score: Raw -527417.130574 + Penalty 2858.711802 = -524558.418772
  nChanged 7
		SP:Iteration 21Q (177024.960000 sec): 3 clusters
  Score: Raw -527418.510481 + Penalty 2858.711802 = -524559.798678
  nChanged 5
		SP:Iteration 22Q (177025.160000 sec): 3 clusters
  Score: Raw -527419.057100 + Penalty 2858.711802 = -524560.345297
  nChanged 2
		SP:Iteration 23Q (177025.340000 sec): 3 clusters
  Score: Raw -527419.298156 + Penalty 2858.711802 = -524560.586354
  nChanged 1
		SP:Iteration 24Q (177025.560000 sec): 3 clusters
  Score: Raw -527419.479101 + Penalty 2858.711802 = -524560.767299
  nChanged 1
		SP:Iteration 25Q (177025.770000 sec): 3 clusters
  Score: Raw -527419.566655 + Penalty 2858.711802 = -524560.854853
  nChanged 0
		SP:Iteration 26F (177025.960000 sec): 3 clusters
  Score: Raw -527419.566655 + Penalty 2858.711802 = -524560.854853
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 8 (1646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177026.050000 sec): 2 clusters
  Score: Raw -138135.994269 + Penalty 1203.491799 = -136932.502470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177026.200000 sec): 3 clusters
  Score: Raw -137529.239276 + Penalty 2406.983599 = -135122.255678
  nChanged 552
		SP:Iteration 1F (177026.400000 sec): 3 clusters
  Score: Raw -137928.074405 + Penalty 2406.983599 = -135521.090806
  nChanged 102
		SP:Iteration 2F (177026.530000 sec): 3 clusters
  Score: Raw -137995.023371 + Penalty 2406.983599 = -135588.039772
  nChanged 67
		SP:Iteration 3Q (177026.730000 sec): 3 clusters
  Score: Raw -138044.202130 + Penalty 2406.983599 = -135637.218531
  nChanged 47
		SP:Iteration 4Q (177026.930000 sec): 3 clusters
  Score: Raw -138074.089831 + Penalty 2406.983599 = -135667.106232
  nChanged 36
		SP:Iteration 5Q (177027.100000 sec): 3 clusters
  Score: Raw -138097.611822 + Penalty 2406.983599 = -135690.628223
  nChanged 32
		SP:Iteration 6Q (177027.260000 sec): 3 clusters
  Score: Raw -138119.230522 + Penalty 2406.983599 = -135712.246923
  nChanged 28
		SP:Iteration 7Q (177027.470000 sec): 3 clusters
  Score: Raw -138141.025562 + Penalty 2406.983599 = -135734.041963
  nChanged 30
		SP:Iteration 8Q (177027.610000 sec): 3 clusters
  Score: Raw -138161.504068 + Penalty 2406.983599 = -135754.520469
  nChanged 27
		SP:Iteration 9Q (177027.790000 sec): 3 clusters
  Score: Raw -138181.899384 + Penalty 2406.983599 = -135774.915785
  nChanged 32
		SP:Iteration 10Q (177027.910000 sec): 3 clusters
  Score: Raw -138201.099770 + Penalty 2406.983599 = -135794.116171
  nChanged 20
		SP:Iteration 11Q (177028.120000 sec): 3 clusters
  Score: Raw -138214.441821 + Penalty 2406.983599 = -135807.458222
  nChanged 20
		SP:Iteration 12Q (177028.230000 sec): 3 clusters
  Score: Raw -138226.732908 + Penalty 2406.983599 = -135819.749309
  nChanged 20
		SP:Iteration 13Q (177028.440000 sec): 3 clusters
  Score: Raw -138237.065398 + Penalty 2406.983599 = -135830.081799
  nChanged 16
		SP:Iteration 14Q (177028.630000 sec): 3 clusters
  Score: Raw -138247.579219 + Penalty 2406.983599 = -135840.595620
  nChanged 19
		SP:Iteration 15Q (177028.820000 sec): 3 clusters
  Score: Raw -138260.647198 + Penalty 2406.983599 = -135853.663600
  nChanged 22
		SP:Iteration 16Q (177029.000000 sec): 3 clusters
  Score: Raw -138273.390142 + Penalty 2406.983599 = -135866.406543
  nChanged 17
		SP:Iteration 17Q (177029.210000 sec): 3 clusters
  Score: Raw -138283.510014 + Penalty 2406.983599 = -135876.526416
  nChanged 22
		SP:Iteration 18Q (177029.390000 sec): 3 clusters
  Score: Raw -138295.023143 + Penalty 2406.983599 = -135888.039544
  nChanged 17
		SP:Iteration 19Q (177029.590000 sec): 3 clusters
  Score: Raw -138304.338860 + Penalty 2406.983599 = -135897.355261
  nChanged 10
		SP:Iteration 20F (177029.750000 sec): 3 clusters
  Score: Raw -138311.261728 + Penalty 2406.983599 = -135904.278129
  nChanged 8
		SP:Iteration 21Q (177029.950000 sec): 3 clusters
  Score: Raw -138318.377855 + Penalty 2406.983599 = -135911.394256
  nChanged 10
		SP:Iteration 22Q (177030.110000 sec): 3 clusters
  Score: Raw -138324.670297 + Penalty 2406.983599 = -135917.686698
  nChanged 11
		SP:Iteration 23Q (177030.290000 sec): 3 clusters
  Score: Raw -138329.936133 + Penalty 2406.983599 = -135922.952534
  nChanged 7
		SP:Iteration 24Q (177030.500000 sec): 3 clusters
  Score: Raw -138333.363168 + Penalty 2406.983599 = -135926.379569
  nChanged 7
		SP:Iteration 25Q (177030.700000 sec): 3 clusters
  Score: Raw -138339.495955 + Penalty 2406.983599 = -135932.512356
  nChanged 5
		SP:Iteration 26Q (177030.890000 sec): 3 clusters
  Score: Raw -138346.885779 + Penalty 2406.983599 = -135939.902180
  nChanged 7
		SP:Iteration 27Q (177031.060000 sec): 3 clusters
  Score: Raw -138350.525164 + Penalty 2406.983599 = -135943.541565
  nChanged 3
		SP:Iteration 28Q (177031.210000 sec): 3 clusters
  Score: Raw -138351.559168 + Penalty 2406.983599 = -135944.575569
  nChanged 0
		SP:Iteration 29F (177031.380000 sec): 3 clusters
  Score: Raw -138351.559168 + Penalty 2406.983599 = -135944.575569
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 9 (9334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177031.540000 sec): 2 clusters
  Score: Raw -804997.795722 + Penalty 1485.480576 = -803512.315146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177031.730000 sec): 3 clusters
  Score: Raw -799729.682230 + Penalty 2970.961151 = -796758.721079
  nChanged 4019
		SP:Iteration 1F (177031.900000 sec): 3 clusters
  Score: Raw -801881.007095 + Penalty 2970.961151 = -798910.045944
  nChanged 633
		SP:Iteration 2F (177032.150000 sec): 3 clusters
  Score: Raw -802215.086733 + Penalty 2970.961151 = -799244.125582
  nChanged 542
		SP:Iteration 3F (177032.340000 sec): 3 clusters
  Score: Raw -802519.668585 + Penalty 2970.961151 = -799548.707434
  nChanged 524
		SP:Iteration 4F (177032.570000 sec): 3 clusters
  Score: Raw -802816.649271 + Penalty 2970.961151 = -799845.688120
  nChanged 544
		SP:Iteration 5F (177032.790000 sec): 3 clusters
  Score: Raw -803142.273611 + Penalty 2970.961151 = -800171.312460
  nChanged 536
		SP:Iteration 6F (177033.010000 sec): 3 clusters
  Score: Raw -803498.540876 + Penalty 2970.961151 = -800527.579725
  nChanged 509
		SP:Iteration 7F (177033.230000 sec): 3 clusters
  Score: Raw -803824.723345 + Penalty 2970.961151 = -800853.762194
  nChanged 436
		SP:Iteration 8Q (177033.460000 sec): 3 clusters
  Score: Raw -804081.326877 + Penalty 2970.961151 = -801110.365726
  nChanged 356
		SP:Iteration 9Q (177033.650000 sec): 3 clusters
  Score: Raw -804285.846833 + Penalty 2970.961151 = -801314.885682
  nChanged 263
		SP:Iteration 10Q (177033.850000 sec): 3 clusters
  Score: Raw -804427.761105 + Penalty 2970.961151 = -801456.799954
  nChanged 193
		SP:Iteration 11Q (177034.060000 sec): 3 clusters
  Score: Raw -804534.445628 + Penalty 2970.961151 = -801563.484477
  nChanged 155
		SP:Iteration 12Q (177034.300000 sec): 3 clusters
  Score: Raw -804612.091143 + Penalty 2970.961151 = -801641.129992
  nChanged 144
		SP:Iteration 13Q (177034.480000 sec): 3 clusters
  Score: Raw -804681.864583 + Penalty 2970.961151 = -801710.903432
  nChanged 113
		SP:Iteration 14Q (177034.730000 sec): 3 clusters
  Score: Raw -804743.945245 + Penalty 2970.961151 = -801772.984094
  nChanged 115
		SP:Iteration 15Q (177034.920000 sec): 3 clusters
  Score: Raw -804811.256070 + Penalty 2970.961151 = -801840.294918
  nChanged 100
		SP:Iteration 16Q (177035.140000 sec): 3 clusters
  Score: Raw -804874.655606 + Penalty 2970.961151 = -801903.694455
  nChanged 94
		SP:Iteration 17Q (177035.350000 sec): 3 clusters
  Score: Raw -804934.768462 + Penalty 2970.961151 = -801963.807311
  nChanged 56
		SP:Iteration 18Q (177035.570000 sec): 3 clusters
  Score: Raw -804966.594600 + Penalty 2970.961151 = -801995.633449
  nChanged 44
		SP:Iteration 19Q (177035.810000 sec): 3 clusters
  Score: Raw -804993.818073 + Penalty 2970.961151 = -802022.856922
  nChanged 36
		SP:Iteration 20F (177035.980000 sec): 3 clusters
  Score: Raw -805012.927100 + Penalty 2970.961151 = -802041.965949
  nChanged 25
		SP:Iteration 21Q (177036.250000 sec): 3 clusters
  Score: Raw -805027.762099 + Penalty 2970.961151 = -802056.800948
  nChanged 27
		SP:Iteration 22Q (177036.450000 sec): 3 clusters
  Score: Raw -805045.506368 + Penalty 2970.961151 = -802074.545217
  nChanged 24
		SP:Iteration 23Q (177036.660000 sec): 3 clusters
  Score: Raw -805061.934307 + Penalty 2970.961151 = -802090.973156
  nChanged 22
		SP:Iteration 24Q (177036.920000 sec): 3 clusters
  Score: Raw -805073.803444 + Penalty 2970.961151 = -802102.842293
  nChanged 11
		SP:Iteration 25Q (177037.160000 sec): 3 clusters
  Score: Raw -805080.395387 + Penalty 2970.961151 = -802109.434236
  nChanged 10
		SP:Iteration 26Q (177037.370000 sec): 3 clusters
  Score: Raw -805086.557611 + Penalty 2970.961151 = -802115.596460
  nChanged 9
		SP:Iteration 27Q (177037.630000 sec): 3 clusters
  Score: Raw -805092.927403 + Penalty 2970.961151 = -802121.966252
  nChanged 9
		SP:Iteration 28Q (177037.860000 sec): 3 clusters
  Score: Raw -805098.349061 + Penalty 2970.961151 = -802127.387910
  nChanged 7
		SP:Iteration 29Q (177038.060000 sec): 3 clusters
  Score: Raw -805103.443775 + Penalty 2970.961151 = -802132.482624
  nChanged 10
		SP:Iteration 30Q (177038.330000 sec): 3 clusters
  Score: Raw -805109.517830 + Penalty 2970.961151 = -802138.556679
  nChanged 8
		SP:Iteration 31Q (177038.510000 sec): 3 clusters
  Score: Raw -805114.776173 + Penalty 2970.961151 = -802143.815022
  nChanged 11
		SP:Iteration 32Q (177038.710000 sec): 3 clusters
  Score: Raw -805120.844967 + Penalty 2970.961151 = -802149.883816
  nChanged 7
		SP:Iteration 33Q (177038.920000 sec): 3 clusters
  Score: Raw -805125.985020 + Penalty 2970.961151 = -802155.023869
  nChanged 7
		SP:Iteration 34Q (177039.140000 sec): 3 clusters
  Score: Raw -805129.189877 + Penalty 2970.961151 = -802158.228726
  nChanged 3
		SP:Iteration 35Q (177039.360000 sec): 3 clusters
  Score: Raw -805131.078002 + Penalty 2970.961151 = -802160.116851
  nChanged 7
		SP:Iteration 36Q (177039.590000 sec): 3 clusters
  Score: Raw -805135.030322 + Penalty 2970.961151 = -802164.069171
  nChanged 8
		SP:Iteration 37Q (177039.770000 sec): 3 clusters
  Score: Raw -805139.228293 + Penalty 2970.961151 = -802168.267142
  nChanged 5
		SP:Iteration 38Q (177039.970000 sec): 3 clusters
  Score: Raw -805142.665869 + Penalty 2970.961151 = -802171.704717
  nChanged 5
		SP:Iteration 39Q (177040.210000 sec): 3 clusters
  Score: Raw -805146.088071 + Penalty 2970.961151 = -802175.126920
  nChanged 6
		SP:Iteration 40F (177040.420000 sec): 3 clusters
  Score: Raw -805150.489245 + Penalty 2970.961151 = -802179.528094
  nChanged 7
		SP:Iteration 41Q (177040.670000 sec): 3 clusters
  Score: Raw -805155.022025 + Penalty 2970.961151 = -802184.060874
  nChanged 5
		SP:Iteration 42Q (177040.870000 sec): 3 clusters
  Score: Raw -805159.777009 + Penalty 2970.961151 = -802188.815857
  nChanged 4
		SP:Iteration 43Q (177041.100000 sec): 3 clusters
  Score: Raw -805163.041727 + Penalty 2970.961151 = -802192.080576
  nChanged 1
		SP:Iteration 44Q (177041.340000 sec): 3 clusters
  Score: Raw -805164.626958 + Penalty 2970.961151 = -802193.665807
  nChanged 1
		SP:Iteration 45Q (177041.510000 sec): 3 clusters
  Score: Raw -805165.229106 + Penalty 2970.961151 = -802194.267955
  nChanged 0
		SP:Iteration 46F (177041.710000 sec): 3 clusters
  Score: Raw -805165.229106 + Penalty 2970.961151 = -802194.267955
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 10 (9818 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177041.870000 sec): 2 clusters
  Score: Raw -831134.289099 + Penalty 1493.695566 = -829640.593532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177042.000000 sec): 3 clusters
  Score: Raw -825514.070276 + Penalty 2987.391132 = -822526.679143
  nChanged 4301
		SP:Iteration 1F (177042.200000 sec): 3 clusters
  Score: Raw -827889.055571 + Penalty 2987.391132 = -824901.664439
  nChanged 728
		SP:Iteration 2F (177042.400000 sec): 3 clusters
  Score: Raw -828310.126079 + Penalty 2987.391132 = -825322.734946
  nChanged 669
		SP:Iteration 3F (177042.590000 sec): 3 clusters
  Score: Raw -828745.037103 + Penalty 2987.391132 = -825757.645971
  nChanged 638
		SP:Iteration 4F (177042.820000 sec): 3 clusters
  Score: Raw -829165.457392 + Penalty 2987.391132 = -826178.066260
  nChanged 602
		SP:Iteration 5F (177042.990000 sec): 3 clusters
  Score: Raw -829513.683700 + Penalty 2987.391132 = -826526.292567
  nChanged 477
		SP:Iteration 6Q (177043.150000 sec): 3 clusters
  Score: Raw -829772.589077 + Penalty 2987.391132 = -826785.197945
  nChanged 372
		SP:Iteration 7Q (177043.380000 sec): 3 clusters
  Score: Raw -829979.784149 + Penalty 2987.391132 = -826992.393016
  nChanged 341
		SP:Iteration 8Q (177043.590000 sec): 3 clusters
  Score: Raw -830177.269642 + Penalty 2987.391132 = -827189.878510
  nChanged 294
		SP:Iteration 9Q (177043.790000 sec): 3 clusters
  Score: Raw -830350.334925 + Penalty 2987.391132 = -827362.943792
  nChanged 271
		SP:Iteration 10Q (177043.990000 sec): 3 clusters
  Score: Raw -830534.757343 + Penalty 2987.391132 = -827547.366211
  nChanged 237
		SP:Iteration 11Q (177044.180000 sec): 3 clusters
  Score: Raw -830692.258776 + Penalty 2987.391132 = -827704.867644
  nChanged 215
		SP:Iteration 12Q (177044.400000 sec): 3 clusters
  Score: Raw -830837.960334 + Penalty 2987.391132 = -827850.569201
  nChanged 176
		SP:Iteration 13Q (177044.600000 sec): 3 clusters
  Score: Raw -830964.304209 + Penalty 2987.391132 = -827976.913076
  nChanged 138
		SP:Iteration 14Q (177044.810000 sec): 3 clusters
  Score: Raw -831054.221649 + Penalty 2987.391132 = -828066.830517
  nChanged 94
		SP:Iteration 15Q (177045.050000 sec): 3 clusters
  Score: Raw -831116.012886 + Penalty 2987.391132 = -828128.621753
  nChanged 77
		SP:Iteration 16Q (177045.250000 sec): 3 clusters
  Score: Raw -831168.009617 + Penalty 2987.391132 = -828180.618485
  nChanged 59
		SP:Iteration 17Q (177045.450000 sec): 3 clusters
  Score: Raw -831211.572862 + Penalty 2987.391132 = -828224.181730
  nChanged 51
		SP:Iteration 18Q (177045.640000 sec): 3 clusters
  Score: Raw -831246.413901 + Penalty 2987.391132 = -828259.022769
  nChanged 43
		SP:Iteration 19Q (177045.870000 sec): 3 clusters
  Score: Raw -831273.834085 + Penalty 2987.391132 = -828286.442953
  nChanged 33
		SP:Iteration 20F (177046.070000 sec): 3 clusters
  Score: Raw -831297.727839 + Penalty 2987.391132 = -828310.336707
  nChanged 32
		SP:Iteration 21Q (177046.290000 sec): 3 clusters
  Score: Raw -831315.133222 + Penalty 2987.391132 = -828327.742090
  nChanged 23
		SP:Iteration 22Q (177046.500000 sec): 3 clusters
  Score: Raw -831326.207068 + Penalty 2987.391132 = -828338.815935
  nChanged 18
		SP:Iteration 23Q (177046.690000 sec): 3 clusters
  Score: Raw -831333.334417 + Penalty 2987.391132 = -828345.943285
  nChanged 7
		SP:Iteration 24Q (177046.900000 sec): 3 clusters
  Score: Raw -831335.323340 + Penalty 2987.391132 = -828347.932208
  nChanged 3
		SP:Iteration 25Q (177047.110000 sec): 3 clusters
  Score: Raw -831336.321258 + Penalty 2987.391132 = -828348.930126
  nChanged 6
		SP:Iteration 26Q (177047.310000 sec): 3 clusters
  Score: Raw -831340.365863 + Penalty 2987.391132 = -828352.974731
  nChanged 5
		SP:Iteration 27Q (177047.510000 sec): 3 clusters
  Score: Raw -831343.924317 + Penalty 2987.391132 = -828356.533185
  nChanged 10
		SP:Iteration 28Q (177047.710000 sec): 3 clusters
  Score: Raw -831348.616028 + Penalty 2987.391132 = -828361.224896
  nChanged 6
		SP:Iteration 29Q (177047.920000 sec): 3 clusters
  Score: Raw -831353.121622 + Penalty 2987.391132 = -828365.730490
  nChanged 7
		SP:Iteration 30Q (177048.140000 sec): 3 clusters
  Score: Raw -831356.852941 + Penalty 2987.391132 = -828369.461809
  nChanged 8
		SP:Iteration 31Q (177048.350000 sec): 3 clusters
  Score: Raw -831359.680583 + Penalty 2987.391132 = -828372.289451
  nChanged 3
		SP:Iteration 32Q (177048.590000 sec): 3 clusters
  Score: Raw -831361.629993 + Penalty 2987.391132 = -828374.238860
  nChanged 3
		SP:Iteration 33Q (177048.770000 sec): 3 clusters
  Score: Raw -831362.623662 + Penalty 2987.391132 = -828375.232530
  nChanged 2
		SP:Iteration 34Q (177048.980000 sec): 3 clusters
  Score: Raw -831364.265300 + Penalty 2987.391132 = -828376.874168
  nChanged 1
		SP:Iteration 35Q (177049.210000 sec): 3 clusters
  Score: Raw -831365.229809 + Penalty 2987.391132 = -828377.838677
  nChanged 2
		SP:Iteration 36Q (177049.410000 sec): 3 clusters
  Score: Raw -831365.953820 + Penalty 2987.391132 = -828378.562687
  nChanged 0
		SP:Iteration 37F (177049.610000 sec): 3 clusters
  Score: Raw -831365.953820 + Penalty 2987.391132 = -828378.562687
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 11 (243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177049.700000 sec): 2 clusters
  Score: Raw -21336.786912 + Penalty 892.622485 = -20444.164428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177049.890000 sec): 3 clusters
  Score: Raw -21396.554277 + Penalty 1785.244969 = -19611.309308
  nChanged 36
		SP:Iteration 1F (177050.100000 sec): 3 clusters
  Score: Raw -21493.157874 + Penalty 1785.244969 = -19707.912905
  nChanged 9
		SP:Iteration 2Q (177050.280000 sec): 3 clusters
  Score: Raw -21517.364744 + Penalty 1785.244969 = -19732.119775
  nChanged 2
		SP:Iteration 3Q (177050.490000 sec): 3 clusters
  Score: Raw -21524.922907 + Penalty 1785.244969 = -19739.677938
  nChanged 1
		SP:Iteration 4Q (177050.670000 sec): 3 clusters
  Score: Raw -21526.887082 + Penalty 1785.244969 = -19741.642113
  nChanged 0
		SP:Iteration 5F (177050.830000 sec): 3 clusters
  Score: Raw -21526.887082 + Penalty 1785.244969 = -19741.642113
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 12 (3117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177050.970000 sec): 2 clusters
  Score: Raw -254097.011297 + Penalty 1307.251770 = -252789.759527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177051.120000 sec): 3 clusters
  Score: Raw -252664.818093 + Penalty 2614.503541 = -250050.314552
  nChanged 1234
		SP:Iteration 1F (177051.300000 sec): 3 clusters
  Score: Raw -253477.717721 + Penalty 2614.503541 = -250863.214180
  nChanged 245
		SP:Iteration 2F (177051.490000 sec): 3 clusters
  Score: Raw -253686.317852 + Penalty 2614.503541 = -251071.814311
  nChanged 185
		SP:Iteration 3F (177051.670000 sec): 3 clusters
  Score: Raw -253845.371781 + Penalty 2614.503541 = -251230.868240
  nChanged 160
		SP:Iteration 4F (177051.890000 sec): 3 clusters
  Score: Raw -254001.652400 + Penalty 2614.503541 = -251387.148859
  nChanged 160
		SP:Iteration 5F (177052.030000 sec): 3 clusters
  Score: Raw -254176.561129 + Penalty 2614.503541 = -251562.057588
  nChanged 148
		SP:Iteration 6Q (177052.230000 sec): 3 clusters
  Score: Raw -254314.787547 + Penalty 2614.503541 = -251700.284006
  nChanged 135
		SP:Iteration 7Q (177052.420000 sec): 3 clusters
  Score: Raw -254441.585177 + Penalty 2614.503541 = -251827.081636
  nChanged 115
		SP:Iteration 8Q (177052.630000 sec): 3 clusters
  Score: Raw -254524.372454 + Penalty 2614.503541 = -251909.868913
  nChanged 92
		SP:Iteration 9Q (177052.830000 sec): 3 clusters
  Score: Raw -254584.773009 + Penalty 2614.503541 = -251970.269468
  nChanged 77
		SP:Iteration 10Q (177053.010000 sec): 3 clusters
  Score: Raw -254640.001413 + Penalty 2614.503541 = -252025.497872
  nChanged 57
		SP:Iteration 11Q (177053.230000 sec): 3 clusters
  Score: Raw -254672.456511 + Penalty 2614.503541 = -252057.952970
  nChanged 47
		SP:Iteration 12Q (177053.410000 sec): 3 clusters
  Score: Raw -254701.343565 + Penalty 2614.503541 = -252086.840024
  nChanged 45
		SP:Iteration 13Q (177053.600000 sec): 3 clusters
  Score: Raw -254725.976027 + Penalty 2614.503541 = -252111.472486
  nChanged 38
		SP:Iteration 14Q (177053.770000 sec): 3 clusters
  Score: Raw -254744.898445 + Penalty 2614.503541 = -252130.394904
  nChanged 26
		SP:Iteration 15Q (177053.960000 sec): 3 clusters
  Score: Raw -254761.529559 + Penalty 2614.503541 = -252147.026018
  nChanged 24
		SP:Iteration 16Q (177054.170000 sec): 3 clusters
  Score: Raw -254775.045635 + Penalty 2614.503541 = -252160.542094
  nChanged 21
		SP:Iteration 17Q (177054.340000 sec): 3 clusters
  Score: Raw -254783.140351 + Penalty 2614.503541 = -252168.636810
  nChanged 14
		SP:Iteration 18Q (177054.510000 sec): 3 clusters
  Score: Raw -254788.816081 + Penalty 2614.503541 = -252174.312540
  nChanged 11
		SP:Iteration 19Q (177054.700000 sec): 3 clusters
  Score: Raw -254793.423684 + Penalty 2614.503541 = -252178.920143
  nChanged 10
		SP:Iteration 20F (177054.940000 sec): 3 clusters
  Score: Raw -254799.282822 + Penalty 2614.503541 = -252184.779281
  nChanged 9
		SP:Iteration 21Q (177055.090000 sec): 3 clusters
  Score: Raw -254803.481355 + Penalty 2614.503541 = -252188.977814
  nChanged 6
		SP:Iteration 22Q (177055.310000 sec): 3 clusters
  Score: Raw -254806.364507 + Penalty 2614.503541 = -252191.860966
  nChanged 6
		SP:Iteration 23Q (177055.450000 sec): 3 clusters
  Score: Raw -254808.015575 + Penalty 2614.503541 = -252193.512034
  nChanged 4
		SP:Iteration 24Q (177055.660000 sec): 3 clusters
  Score: Raw -254808.737489 + Penalty 2614.503541 = -252194.233948
  nChanged 2
		SP:Iteration 25Q (177055.820000 sec): 3 clusters
  Score: Raw -254809.365804 + Penalty 2614.503541 = -252194.862263
  nChanged 2
		SP:Iteration 26Q (177055.990000 sec): 3 clusters
  Score: Raw -254809.996138 + Penalty 2614.503541 = -252195.492597
  nChanged 2
		SP:Iteration 27Q (177056.180000 sec): 3 clusters
  Score: Raw -254810.750798 + Penalty 2614.503541 = -252196.247257
  nChanged 1
		SP:Iteration 28Q (177056.350000 sec): 3 clusters
  Score: Raw -254811.206426 + Penalty 2614.503541 = -252196.702885
  nChanged 1
		SP:Iteration 29Q (177056.560000 sec): 3 clusters
  Score: Raw -254811.308650 + Penalty 2614.503541 = -252196.805109
  nChanged 0
		SP:Iteration 30F (177056.710000 sec): 3 clusters
  Score: Raw -254811.308650 + Penalty 2614.503541 = -252196.805109
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 13 (43293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177056.970000 sec): 2 clusters
  Score: Raw -3841856.225409 + Penalty 1734.808764 = -3840121.416646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177057.290000 sec): 3 clusters
  Score: Raw -3814695.277071 + Penalty 3469.617527 = -3811225.659543
  nChanged 20073
		SP:Iteration 1F (177057.630000 sec): 3 clusters
  Score: Raw -3825809.976233 + Penalty 3469.617527 = -3822340.358705
  nChanged 1761
		SP:Iteration 2Q (177057.970000 sec): 3 clusters
  Score: Raw -3826389.948292 + Penalty 3469.617527 = -3822920.330765
  nChanged 1890
		SP:Iteration 3Q (177058.280000 sec): 3 clusters
  Score: Raw -3827063.222414 + Penalty 3469.617527 = -3823593.604886
  nChanged 2022
		SP:Iteration 4Q (177058.640000 sec): 3 clusters
  Score: Raw -3827877.546279 + Penalty 3469.617527 = -3824407.928752
  nChanged 2107
		SP:Iteration 5Q (177059.040000 sec): 3 clusters
  Score: Raw -3828807.052456 + Penalty 3469.617527 = -3825337.434929
  nChanged 2187
		SP:Iteration 6F (177059.380000 sec): 3 clusters
  Score: Raw -3829843.071342 + Penalty 3469.617527 = -3826373.453815
  nChanged 2250
		SP:Iteration 7F (177059.720000 sec): 3 clusters
  Score: Raw -3830981.162447 + Penalty 3469.617527 = -3827511.544920
  nChanged 2106
		SP:Iteration 8Q (177060.040000 sec): 3 clusters
  Score: Raw -3832050.430694 + Penalty 3469.617527 = -3828580.813166
  nChanged 1978
		SP:Iteration 9Q (177060.420000 sec): 3 clusters
  Score: Raw -3833077.685183 + Penalty 3469.617527 = -3829608.067655
  nChanged 1912
		SP:Iteration 10Q (177060.760000 sec): 3 clusters
  Score: Raw -3834147.557799 + Penalty 3469.617527 = -3830677.940271
  nChanged 1787
		SP:Iteration 11Q (177061.090000 sec): 3 clusters
  Score: Raw -3835241.520942 + Penalty 3469.617527 = -3831771.903415
  nChanged 1628
		SP:Iteration 12Q (177061.470000 sec): 3 clusters
  Score: Raw -3836405.174015 + Penalty 3469.617527 = -3832935.556487
  nChanged 1486
		SP:Iteration 13Q (177061.790000 sec): 3 clusters
  Score: Raw -3837474.465539 + Penalty 3469.617527 = -3834004.848011
  nChanged 1196
		SP:Iteration 14Q (177062.140000 sec): 3 clusters
  Score: Raw -3838204.135181 + Penalty 3469.617527 = -3834734.517654
  nChanged 921
		SP:Iteration 15Q (177062.480000 sec): 3 clusters
  Score: Raw -3838722.012488 + Penalty 3469.617527 = -3835252.394960
  nChanged 788
		SP:Iteration 16Q (177062.810000 sec): 3 clusters
  Score: Raw -3839108.597333 + Penalty 3469.617527 = -3835638.979806
  nChanged 740
		SP:Iteration 17Q (177063.170000 sec): 3 clusters
  Score: Raw -3839417.877846 + Penalty 3469.617527 = -3835948.260319
  nChanged 657
		SP:Iteration 18Q (177063.530000 sec): 3 clusters
  Score: Raw -3839693.869579 + Penalty 3469.617527 = -3836224.252052
  nChanged 649
		SP:Iteration 19Q (177063.870000 sec): 3 clusters
  Score: Raw -3839965.268142 + Penalty 3469.617527 = -3836495.650615
  nChanged 580
		SP:Iteration 20F (177064.230000 sec): 3 clusters
  Score: Raw -3840148.538146 + Penalty 3469.617527 = -3836678.920619
  nChanged 486
		SP:Iteration 21Q (177064.610000 sec): 3 clusters
  Score: Raw -3840288.873371 + Penalty 3469.617527 = -3836819.255843
  nChanged 416
		SP:Iteration 22Q (177065.000000 sec): 3 clusters
  Score: Raw -3840398.420887 + Penalty 3469.617527 = -3836928.803360
  nChanged 358
		SP:Iteration 23Q (177065.380000 sec): 3 clusters
  Score: Raw -3840484.476208 + Penalty 3469.617527 = -3837014.858681
  nChanged 330
		SP:Iteration 24Q (177065.740000 sec): 3 clusters
  Score: Raw -3840559.272162 + Penalty 3469.617527 = -3837089.654635
  nChanged 282
		SP:Iteration 25Q (177066.100000 sec): 3 clusters
  Score: Raw -3840620.477161 + Penalty 3469.617527 = -3837150.859634
  nChanged 245
		SP:Iteration 26Q (177066.440000 sec): 3 clusters
  Score: Raw -3840672.662347 + Penalty 3469.617527 = -3837203.044819
  nChanged 234
		SP:Iteration 27Q (177066.780000 sec): 3 clusters
  Score: Raw -3840719.994833 + Penalty 3469.617527 = -3837250.377306
  nChanged 236
		SP:Iteration 28Q (177067.180000 sec): 3 clusters
  Score: Raw -3840763.301346 + Penalty 3469.617527 = -3837293.683819
  nChanged 224
		SP:Iteration 29Q (177067.520000 sec): 3 clusters
  Score: Raw -3840805.391743 + Penalty 3469.617527 = -3837335.774215
  nChanged 234
		SP:Iteration 30Q (177067.850000 sec): 3 clusters
  Score: Raw -3840849.770050 + Penalty 3469.617527 = -3837380.152523
  nChanged 214
		SP:Iteration 31Q (177068.240000 sec): 3 clusters
  Score: Raw -3840886.371327 + Penalty 3469.617527 = -3837416.753799
  nChanged 191
		SP:Iteration 32Q (177068.610000 sec): 3 clusters
  Score: Raw -3840919.880974 + Penalty 3469.617527 = -3837450.263446
  nChanged 191
		SP:Iteration 33Q (177068.920000 sec): 3 clusters
  Score: Raw -3840952.316136 + Penalty 3469.617527 = -3837482.698609
  nChanged 165
		SP:Iteration 34Q (177069.230000 sec): 3 clusters
  Score: Raw -3840979.913838 + Penalty 3469.617527 = -3837510.296311
  nChanged 159
		SP:Iteration 35Q (177069.600000 sec): 3 clusters
  Score: Raw -3841003.475780 + Penalty 3469.617527 = -3837533.858252
  nChanged 165
		SP:Iteration 36Q (177069.960000 sec): 3 clusters
  Score: Raw -3841029.250535 + Penalty 3469.617527 = -3837559.633007
  nChanged 178
		SP:Iteration 37Q (177070.300000 sec): 3 clusters
  Score: Raw -3841058.675543 + Penalty 3469.617527 = -3837589.058015
  nChanged 185
		SP:Iteration 38Q (177070.610000 sec): 3 clusters
  Score: Raw -3841089.021251 + Penalty 3469.617527 = -3837619.403724
  nChanged 195
		SP:Iteration 39Q (177070.950000 sec): 3 clusters
  Score: Raw -3841122.207775 + Penalty 3469.617527 = -3837652.590248
  nChanged 206
		SP:Iteration 40F (177071.290000 sec): 3 clusters
  Score: Raw -3841162.779551 + Penalty 3469.617527 = -3837693.162024
  nChanged 225
		SP:Iteration 41Q (177071.590000 sec): 3 clusters
  Score: Raw -3841207.526243 + Penalty 3469.617527 = -3837737.908716
  nChanged 202
		SP:Iteration 42Q (177071.960000 sec): 3 clusters
  Score: Raw -3841245.131421 + Penalty 3469.617527 = -3837775.513894
  nChanged 177
		SP:Iteration 43Q (177072.240000 sec): 3 clusters
  Score: Raw -3841279.165476 + Penalty 3469.617527 = -3837809.547949
  nChanged 182
		SP:Iteration 44Q (177072.540000 sec): 3 clusters
  Score: Raw -3841316.851057 + Penalty 3469.617527 = -3837847.233530
  nChanged 192
		SP:Iteration 45Q (177072.870000 sec): 3 clusters
  Score: Raw -3841357.801705 + Penalty 3469.617527 = -3837888.184178
  nChanged 190
		SP:Iteration 46Q (177073.180000 sec): 3 clusters
  Score: Raw -3841393.652528 + Penalty 3469.617527 = -3837924.035000
  nChanged 205
		SP:Iteration 47Q (177073.560000 sec): 3 clusters
  Score: Raw -3841433.728993 + Penalty 3469.617527 = -3837964.111466
  nChanged 203
		SP:Iteration 48Q (177073.870000 sec): 3 clusters
  Score: Raw -3841474.649516 + Penalty 3469.617527 = -3838005.031989
  nChanged 204
		SP:Iteration 49Q (177074.230000 sec): 3 clusters
  Score: Raw -3841517.197866 + Penalty 3469.617527 = -3838047.580338
  nChanged 194
		SP:Iteration 50Q (177074.530000 sec): 3 clusters
  Score: Raw -3841559.549925 + Penalty 3469.617527 = -3838089.932398
  nChanged 180
		SP:Iteration 51Q (177074.880000 sec): 3 clusters
  Score: Raw -3841595.959045 + Penalty 3469.617527 = -3838126.341518
  nChanged 170
		SP:Iteration 52Q (177075.210000 sec): 3 clusters
  Score: Raw -3841630.186986 + Penalty 3469.617527 = -3838160.569459
  nChanged 171
		SP:Iteration 53Q (177075.560000 sec): 3 clusters
  Score: Raw -3841668.357352 + Penalty 3469.617527 = -3838198.739825
  nChanged 170
		SP:Iteration 54Q (177075.920000 sec): 3 clusters
  Score: Raw -3841701.891474 + Penalty 3469.617527 = -3838232.273947
  nChanged 156
		SP:Iteration 55Q (177076.260000 sec): 3 clusters
  Score: Raw -3841740.636742 + Penalty 3469.617527 = -3838271.019214
  nChanged 164
		SP:Iteration 56Q (177076.590000 sec): 3 clusters
  Score: Raw -3841785.375673 + Penalty 3469.617527 = -3838315.758145
  nChanged 163
		SP:Iteration 57Q (177076.940000 sec): 3 clusters
  Score: Raw -3841825.889259 + Penalty 3469.617527 = -3838356.271732
  nChanged 156
		SP:Iteration 58Q (177077.300000 sec): 3 clusters
  Score: Raw -3841864.430246 + Penalty 3469.617527 = -3838394.812719
  nChanged 156
		SP:Iteration 59Q (177077.650000 sec): 3 clusters
  Score: Raw -3841901.927609 + Penalty 3469.617527 = -3838432.310081
  nChanged 141
		SP:Iteration 60F (177077.990000 sec): 3 clusters
  Score: Raw -3841937.990636 + Penalty 3469.617527 = -3838468.373109
  nChanged 144
		SP:Iteration 61Q (177078.330000 sec): 3 clusters
  Score: Raw -3841972.336528 + Penalty 3469.617527 = -3838502.719001
  nChanged 122
		SP:Iteration 62Q (177078.720000 sec): 3 clusters
  Score: Raw -3842001.452767 + Penalty 3469.617527 = -3838531.835240
  nChanged 130
		SP:Iteration 63Q (177079.100000 sec): 3 clusters
  Score: Raw -3842032.481935 + Penalty 3469.617527 = -3838562.864408
  nChanged 129
		SP:Iteration 64Q (177079.440000 sec): 3 clusters
  Score: Raw -3842060.782809 + Penalty 3469.617527 = -3838591.165282
  nChanged 121
		SP:Iteration 65Q (177079.820000 sec): 3 clusters
  Score: Raw -3842092.272936 + Penalty 3469.617527 = -3838622.655409
  nChanged 137
		SP:Iteration 66Q (177080.170000 sec): 3 clusters
  Score: Raw -3842130.753603 + Penalty 3469.617527 = -3838661.136076
  nChanged 136
		SP:Iteration 67Q (177080.510000 sec): 3 clusters
  Score: Raw -3842165.929846 + Penalty 3469.617527 = -3838696.312319
  nChanged 108
		SP:Iteration 68Q (177080.840000 sec): 3 clusters
  Score: Raw -3842196.188914 + Penalty 3469.617527 = -3838726.571387
  nChanged 109
		SP:Iteration 69Q (177081.150000 sec): 3 clusters
  Score: Raw -3842221.338051 + Penalty 3469.617527 = -3838751.720523
  nChanged 93
		SP:Iteration 70Q (177081.530000 sec): 3 clusters
  Score: Raw -3842244.992389 + Penalty 3469.617527 = -3838775.374861
  nChanged 86
		SP:Iteration 71Q (177081.890000 sec): 3 clusters
  Score: Raw -3842265.939299 + Penalty 3469.617527 = -3838796.321772
  nChanged 83
		SP:Iteration 72Q (177082.230000 sec): 3 clusters
  Score: Raw -3842286.661437 + Penalty 3469.617527 = -3838817.043910
  nChanged 73
		SP:Iteration 73Q (177082.630000 sec): 3 clusters
  Score: Raw -3842301.125963 + Penalty 3469.617527 = -3838831.508436
  nChanged 55
		SP:Iteration 74Q (177082.960000 sec): 3 clusters
  Score: Raw -3842313.188025 + Penalty 3469.617527 = -3838843.570498
  nChanged 59
		SP:Iteration 75Q (177083.300000 sec): 3 clusters
  Score: Raw -3842325.802180 + Penalty 3469.617527 = -3838856.184653
  nChanged 51
		SP:Iteration 76Q (177083.610000 sec): 3 clusters
  Score: Raw -3842336.521888 + Penalty 3469.617527 = -3838866.904361
  nChanged 38
		SP:Iteration 77Q (177083.950000 sec): 3 clusters
  Score: Raw -3842343.811382 + Penalty 3469.617527 = -3838874.193855
  nChanged 34
		SP:Iteration 78Q (177084.320000 sec): 3 clusters
  Score: Raw -3842350.127129 + Penalty 3469.617527 = -3838880.509602
  nChanged 44
		SP:Iteration 79Q (177084.750000 sec): 3 clusters
  Score: Raw -3842359.987464 + Penalty 3469.617527 = -3838890.369937
  nChanged 49
		SP:Iteration 80F (177085.090000 sec): 3 clusters
  Score: Raw -3842371.903941 + Penalty 3469.617527 = -3838902.286414
  nChanged 48
		SP:Iteration 81Q (177085.460000 sec): 3 clusters
  Score: Raw -3842384.237051 + Penalty 3469.617527 = -3838914.619524
  nChanged 41
		SP:Iteration 82Q (177085.800000 sec): 3 clusters
  Score: Raw -3842394.440737 + Penalty 3469.617527 = -3838924.823210
  nChanged 41
		SP:Iteration 83Q (177086.190000 sec): 3 clusters
  Score: Raw -3842404.877364 + Penalty 3469.617527 = -3838935.259837
  nChanged 41
		SP:Iteration 84Q (177086.590000 sec): 3 clusters
  Score: Raw -3842412.848095 + Penalty 3469.617527 = -3838943.230568
  nChanged 27
		SP:Iteration 85Q (177086.890000 sec): 3 clusters
  Score: Raw -3842418.106818 + Penalty 3469.617527 = -3838948.489290
  nChanged 26
		SP:Iteration 86Q (177087.230000 sec): 3 clusters
  Score: Raw -3842422.717998 + Penalty 3469.617527 = -3838953.100471
  nChanged 27
		SP:Iteration 87Q (177087.620000 sec): 3 clusters
  Score: Raw -3842427.000565 + Penalty 3469.617527 = -3838957.383038
  nChanged 20
		SP:Iteration 88Q (177087.970000 sec): 3 clusters
  Score: Raw -3842430.702683 + Penalty 3469.617527 = -3838961.085155
  nChanged 22
		SP:Iteration 89Q (177088.260000 sec): 3 clusters
  Score: Raw -3842434.738671 + Penalty 3469.617527 = -3838965.121144
  nChanged 24
		SP:Iteration 90Q (177088.610000 sec): 3 clusters
  Score: Raw -3842439.763490 + Penalty 3469.617527 = -3838970.145963
  nChanged 32
		SP:Iteration 91Q (177088.940000 sec): 3 clusters
  Score: Raw -3842447.836957 + Penalty 3469.617527 = -3838978.219430
  nChanged 28
		SP:Iteration 92Q (177089.220000 sec): 3 clusters
  Score: Raw -3842452.239979 + Penalty 3469.617527 = -3838982.622451
  nChanged 19
		SP:Iteration 93Q (177089.570000 sec): 3 clusters
  Score: Raw -3842455.549184 + Penalty 3469.617527 = -3838985.931657
  nChanged 18
		SP:Iteration 94Q (177089.920000 sec): 3 clusters
  Score: Raw -3842458.387757 + Penalty 3469.617527 = -3838988.770229
  nChanged 11
		SP:Iteration 95Q (177090.270000 sec): 3 clusters
  Score: Raw -3842460.086329 + Penalty 3469.617527 = -3838990.468802
  nChanged 13
		SP:Iteration 96Q (177090.610000 sec): 3 clusters
  Score: Raw -3842462.082387 + Penalty 3469.617527 = -3838992.464859
  nChanged 8
		SP:Iteration 97Q (177090.930000 sec): 3 clusters
  Score: Raw -3842463.250587 + Penalty 3469.617527 = -3838993.633059
  nChanged 9
		SP:Iteration 98Q (177091.330000 sec): 3 clusters
  Score: Raw -3842464.340798 + Penalty 3469.617527 = -3838994.723271
  nChanged 9
		SP:Iteration 99Q (177091.690000 sec): 3 clusters
  Score: Raw -3842465.676378 + Penalty 3469.617527 = -3838996.058850
  nChanged 11
		SP:Iteration 100F (177092.060000 sec): 3 clusters
  Score: Raw -3842466.986675 + Penalty 3469.617527 = -3838997.369147
  nChanged 5
		SP:Iteration 101Q (177092.390000 sec): 3 clusters
  Score: Raw -3842467.610710 + Penalty 3469.617527 = -3838997.993183
  nChanged 5
		SP:Iteration 102Q (177092.730000 sec): 3 clusters
  Score: Raw -3842468.343389 + Penalty 3469.617527 = -3838998.725862
  nChanged 8
		SP:Iteration 103Q (177093.100000 sec): 3 clusters
  Score: Raw -3842469.855294 + Penalty 3469.617527 = -3839000.237766
  nChanged 11
		SP:Iteration 104Q (177093.410000 sec): 3 clusters
  Score: Raw -3842471.901292 + Penalty 3469.617527 = -3839002.283765
  nChanged 13
		SP:Iteration 105Q (177093.800000 sec): 3 clusters
  Score: Raw -3842475.231211 + Penalty 3469.617527 = -3839005.613684
  nChanged 8
		SP:Iteration 106Q (177094.110000 sec): 3 clusters
  Score: Raw -3842476.889596 + Penalty 3469.617527 = -3839007.272068
  nChanged 8
		SP:Iteration 107Q (177094.440000 sec): 3 clusters
  Score: Raw -3842478.926433 + Penalty 3469.617527 = -3839009.308905
  nChanged 15
		SP:Iteration 108Q (177094.780000 sec): 3 clusters
  Score: Raw -3842482.270048 + Penalty 3469.617527 = -3839012.652520
  nChanged 13
		SP:Iteration 109Q (177095.110000 sec): 3 clusters
  Score: Raw -3842484.805043 + Penalty 3469.617527 = -3839015.187516
  nChanged 16
		SP:Iteration 110Q (177095.410000 sec): 3 clusters
  Score: Raw -3842488.430030 + Penalty 3469.617527 = -3839018.812502
  nChanged 16
		SP:Iteration 111Q (177095.730000 sec): 3 clusters
  Score: Raw -3842491.707290 + Penalty 3469.617527 = -3839022.089762
  nChanged 11
		SP:Iteration 112Q (177096.140000 sec): 3 clusters
  Score: Raw -3842493.705688 + Penalty 3469.617527 = -3839024.088161
  nChanged 15
		SP:Iteration 113Q (177096.480000 sec): 3 clusters
  Score: Raw -3842496.600056 + Penalty 3469.617527 = -3839026.982528
  nChanged 11
		SP:Iteration 114Q (177096.910000 sec): 3 clusters
  Score: Raw -3842498.460123 + Penalty 3469.617527 = -3839028.842595
  nChanged 14
		SP:Iteration 115Q (177097.310000 sec): 3 clusters
  Score: Raw -3842502.006889 + Penalty 3469.617527 = -3839032.389362
  nChanged 9
		SP:Iteration 116Q (177097.710000 sec): 3 clusters
  Score: Raw -3842504.472646 + Penalty 3469.617527 = -3839034.855118
  nChanged 10
		SP:Iteration 117Q (177098.050000 sec): 3 clusters
  Score: Raw -3842506.529122 + Penalty 3469.617527 = -3839036.911594
  nChanged 5
		SP:Iteration 118Q (177098.390000 sec): 3 clusters
  Score: Raw -3842507.211991 + Penalty 3469.617527 = -3839037.594463
  nChanged 3
		SP:Iteration 119Q (177098.790000 sec): 3 clusters
  Score: Raw -3842507.770784 + Penalty 3469.617527 = -3839038.153257
  nChanged 1
		SP:Iteration 120F (177099.160000 sec): 3 clusters
  Score: Raw -3842508.020667 + Penalty 3469.617527 = -3839038.403140
  nChanged 3
		SP:Iteration 121Q (177099.550000 sec): 3 clusters
  Score: Raw -3842508.481432 + Penalty 3469.617527 = -3839038.863905
  nChanged 6
		SP:Iteration 122Q (177099.910000 sec): 3 clusters
  Score: Raw -3842509.724787 + Penalty 3469.617527 = -3839040.107259
  nChanged 4
		SP:Iteration 123Q (177100.290000 sec): 3 clusters
  Score: Raw -3842510.217006 + Penalty 3469.617527 = -3839040.599479
  nChanged 2
		SP:Iteration 124Q (177100.620000 sec): 3 clusters
  Score: Raw -3842510.473484 + Penalty 3469.617527 = -3839040.855957
  nChanged 2
		SP:Iteration 125Q (177101.000000 sec): 3 clusters
  Score: Raw -3842510.758525 + Penalty 3469.617527 = -3839041.140998
  nChanged 0
		SP:Iteration 126F (177101.400000 sec): 3 clusters
  Score: Raw -3842510.758525 + Penalty 3469.617527 = -3839041.140998
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 14 (7128 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177101.500000 sec): 2 clusters
  Score: Raw -562513.626481 + Penalty 1441.665220 = -561071.961261
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177101.730000 sec): 3 clusters
  Score: Raw -558639.861751 + Penalty 2883.330440 = -555756.531311
  nChanged 2973
		SP:Iteration 1F (177101.940000 sec): 3 clusters
  Score: Raw -560384.441340 + Penalty 2883.330440 = -557501.110900
  nChanged 465
		SP:Iteration 2F (177102.150000 sec): 3 clusters
  Score: Raw -560618.461810 + Penalty 2883.330440 = -557735.131370
  nChanged 367
		SP:Iteration 3F (177102.430000 sec): 3 clusters
  Score: Raw -560809.111320 + Penalty 2883.330440 = -557925.780880
  nChanged 297
		SP:Iteration 4Q (177102.570000 sec): 3 clusters
  Score: Raw -560972.551377 + Penalty 2883.330440 = -558089.220937
  nChanged 332
		SP:Iteration 5Q (177102.760000 sec): 3 clusters
  Score: Raw -561165.044539 + Penalty 2883.330440 = -558281.714099
  nChanged 308
		SP:Iteration 6Q (177102.990000 sec): 3 clusters
  Score: Raw -561364.941427 + Penalty 2883.330440 = -558481.610987
  nChanged 295
		SP:Iteration 7Q (177103.170000 sec): 3 clusters
  Score: Raw -561573.328953 + Penalty 2883.330440 = -558689.998513
  nChanged 267
		SP:Iteration 8Q (177103.370000 sec): 3 clusters
  Score: Raw -561749.792904 + Penalty 2883.330440 = -558866.462464
  nChanged 243
		SP:Iteration 9Q (177103.600000 sec): 3 clusters
  Score: Raw -561928.518840 + Penalty 2883.330440 = -559045.188400
  nChanged 228
		SP:Iteration 10Q (177103.800000 sec): 3 clusters
  Score: Raw -562086.881100 + Penalty 2883.330440 = -559203.550660
  nChanged 198
		SP:Iteration 11Q (177104.050000 sec): 3 clusters
  Score: Raw -562249.337469 + Penalty 2883.330440 = -559366.007029
  nChanged 181
		SP:Iteration 12Q (177104.280000 sec): 3 clusters
  Score: Raw -562375.205037 + Penalty 2883.330440 = -559491.874598
  nChanged 147
		SP:Iteration 13Q (177104.530000 sec): 3 clusters
  Score: Raw -562486.455242 + Penalty 2883.330440 = -559603.124802
  nChanged 130
		SP:Iteration 14Q (177104.730000 sec): 3 clusters
  Score: Raw -562603.932929 + Penalty 2883.330440 = -559720.602489
  nChanged 124
		SP:Iteration 15Q (177104.960000 sec): 3 clusters
  Score: Raw -562739.037697 + Penalty 2883.330440 = -559855.707257
  nChanged 111
		SP:Iteration 16Q (177105.130000 sec): 3 clusters
  Score: Raw -562844.121866 + Penalty 2883.330440 = -559960.791426
  nChanged 90
		SP:Iteration 17Q (177105.340000 sec): 3 clusters
  Score: Raw -562925.202720 + Penalty 2883.330440 = -560041.872280
  nChanged 70
		SP:Iteration 18Q (177105.530000 sec): 3 clusters
  Score: Raw -562973.423870 + Penalty 2883.330440 = -560090.093430
  nChanged 63
		SP:Iteration 19Q (177105.720000 sec): 3 clusters
  Score: Raw -563014.208096 + Penalty 2883.330440 = -560130.877656
  nChanged 53
		SP:Iteration 20F (177105.880000 sec): 3 clusters
  Score: Raw -563050.704946 + Penalty 2883.330440 = -560167.374506
  nChanged 52
		SP:Iteration 21Q (177106.090000 sec): 3 clusters
  Score: Raw -563088.938415 + Penalty 2883.330440 = -560205.607975
  nChanged 65
		SP:Iteration 22Q (177106.300000 sec): 3 clusters
  Score: Raw -563133.449151 + Penalty 2883.330440 = -560250.118711
  nChanged 75
		SP:Iteration 23Q (177106.500000 sec): 3 clusters
  Score: Raw -563185.106200 + Penalty 2883.330440 = -560301.775760
  nChanged 85
		SP:Iteration 24Q (177106.700000 sec): 3 clusters
  Score: Raw -563234.147261 + Penalty 2883.330440 = -560350.816821
  nChanged 75
		SP:Iteration 25Q (177106.910000 sec): 3 clusters
  Score: Raw -563262.981467 + Penalty 2883.330440 = -560379.651027
  nChanged 41
		SP:Iteration 26Q (177107.080000 sec): 3 clusters
  Score: Raw -563282.310736 + Penalty 2883.330440 = -560398.980296
  nChanged 39
		SP:Iteration 27Q (177107.270000 sec): 3 clusters
  Score: Raw -563296.656692 + Penalty 2883.330440 = -560413.326252
  nChanged 25
		SP:Iteration 28Q (177107.470000 sec): 3 clusters
  Score: Raw -563306.733980 + Penalty 2883.330440 = -560423.403540
  nChanged 31
		SP:Iteration 29Q (177107.640000 sec): 3 clusters
  Score: Raw -563321.887915 + Penalty 2883.330440 = -560438.557475
  nChanged 33
		SP:Iteration 30Q (177107.880000 sec): 3 clusters
  Score: Raw -563335.875043 + Penalty 2883.330440 = -560452.544603
  nChanged 42
		SP:Iteration 31Q (177108.070000 sec): 3 clusters
  Score: Raw -563353.627011 + Penalty 2883.330440 = -560470.296571
  nChanged 38
		SP:Iteration 32Q (177108.270000 sec): 3 clusters
  Score: Raw -563364.056016 + Penalty 2883.330440 = -560480.725576
  nChanged 25
		SP:Iteration 33Q (177108.470000 sec): 3 clusters
  Score: Raw -563371.606097 + Penalty 2883.330440 = -560488.275657
  nChanged 27
		SP:Iteration 34Q (177108.670000 sec): 3 clusters
  Score: Raw -563380.258840 + Penalty 2883.330440 = -560496.928400
  nChanged 31
		SP:Iteration 35Q (177108.880000 sec): 3 clusters
  Score: Raw -563390.776372 + Penalty 2883.330440 = -560507.445932
  nChanged 25
		SP:Iteration 36Q (177109.070000 sec): 3 clusters
  Score: Raw -563398.299989 + Penalty 2883.330440 = -560514.969549
  nChanged 17
		SP:Iteration 37Q (177109.310000 sec): 3 clusters
  Score: Raw -563404.329137 + Penalty 2883.330440 = -560520.998697
  nChanged 21
		SP:Iteration 38Q (177109.540000 sec): 3 clusters
  Score: Raw -563411.347466 + Penalty 2883.330440 = -560528.017026
  nChanged 14
		SP:Iteration 39Q (177109.730000 sec): 3 clusters
  Score: Raw -563414.284814 + Penalty 2883.330440 = -560530.954374
  nChanged 11
		SP:Iteration 40F (177109.940000 sec): 3 clusters
  Score: Raw -563417.754775 + Penalty 2883.330440 = -560534.424335
  nChanged 16
		SP:Iteration 41Q (177110.160000 sec): 3 clusters
  Score: Raw -563421.628598 + Penalty 2883.330440 = -560538.298158
  nChanged 14
		SP:Iteration 42Q (177110.390000 sec): 3 clusters
  Score: Raw -563425.753336 + Penalty 2883.330440 = -560542.422896
  nChanged 13
		SP:Iteration 43Q (177110.600000 sec): 3 clusters
  Score: Raw -563428.626802 + Penalty 2883.330440 = -560545.296362
  nChanged 9
		SP:Iteration 44Q (177110.800000 sec): 3 clusters
  Score: Raw -563430.702517 + Penalty 2883.330440 = -560547.372077
  nChanged 8
		SP:Iteration 45Q (177111.030000 sec): 3 clusters
  Score: Raw -563432.481220 + Penalty 2883.330440 = -560549.150780
  nChanged 8
		SP:Iteration 46Q (177111.230000 sec): 3 clusters
  Score: Raw -563433.904519 + Penalty 2883.330440 = -560550.574079
  nChanged 5
		SP:Iteration 47Q (177111.410000 sec): 3 clusters
  Score: Raw -563435.592330 + Penalty 2883.330440 = -560552.261890
  nChanged 9
		SP:Iteration 48Q (177111.640000 sec): 3 clusters
  Score: Raw -563437.638887 + Penalty 2883.330440 = -560554.308447
  nChanged 7
		SP:Iteration 49Q (177111.890000 sec): 3 clusters
  Score: Raw -563438.771827 + Penalty 2883.330440 = -560555.441387
  nChanged 7
		SP:Iteration 50Q (177112.040000 sec): 3 clusters
  Score: Raw -563440.110338 + Penalty 2883.330440 = -560556.779898
  nChanged 5
		SP:Iteration 51Q (177112.230000 sec): 3 clusters
  Score: Raw -563441.110108 + Penalty 2883.330440 = -560557.779668
  nChanged 4
		SP:Iteration 52Q (177112.450000 sec): 3 clusters
  Score: Raw -563441.658458 + Penalty 2883.330440 = -560558.328018
  nChanged 3
		SP:Iteration 53Q (177112.700000 sec): 3 clusters
  Score: Raw -563442.163983 + Penalty 2883.330440 = -560558.833543
  nChanged 1
		SP:Iteration 54Q (177112.880000 sec): 3 clusters
  Score: Raw -563442.415344 + Penalty 2883.330440 = -560559.084904
  nChanged 0
		SP:Iteration 55F (177113.100000 sec): 3 clusters
  Score: Raw -563442.415344 + Penalty 2883.330440 = -560559.084904
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 15 (7658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177113.220000 sec): 2 clusters
  Score: Raw -684876.765391 + Penalty 1453.319746 = -683423.445645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177113.430000 sec): 3 clusters
  Score: Raw -680633.629875 + Penalty 2906.639493 = -677726.990382
  nChanged 3251
		SP:Iteration 1F (177113.650000 sec): 3 clusters
  Score: Raw -682382.827014 + Penalty 2906.639493 = -679476.187521
  nChanged 450
		SP:Iteration 2F (177113.910000 sec): 3 clusters
  Score: Raw -682572.071156 + Penalty 2906.639493 = -679665.431663
  nChanged 348
		SP:Iteration 3Q (177114.080000 sec): 3 clusters
  Score: Raw -682720.234176 + Penalty 2906.639493 = -679813.594683
  nChanged 327
		SP:Iteration 4Q (177114.350000 sec): 3 clusters
  Score: Raw -682854.316340 + Penalty 2906.639493 = -679947.676847
  nChanged 321
		SP:Iteration 5Q (177114.510000 sec): 3 clusters
  Score: Raw -682983.881412 + Penalty 2906.639493 = -680077.241919
  nChanged 264
		SP:Iteration 6Q (177114.790000 sec): 3 clusters
  Score: Raw -683102.669438 + Penalty 2906.639493 = -680196.029945
  nChanged 296
		SP:Iteration 7Q (177115.010000 sec): 3 clusters
  Score: Raw -683237.533638 + Penalty 2906.639493 = -680330.894145
  nChanged 285
		SP:Iteration 8Q (177115.240000 sec): 3 clusters
  Score: Raw -683380.254509 + Penalty 2906.639493 = -680473.615016
  nChanged 295
		SP:Iteration 9Q (177115.480000 sec): 3 clusters
  Score: Raw -683528.324887 + Penalty 2906.639493 = -680621.685394
  nChanged 307
		SP:Iteration 10Q (177115.670000 sec): 3 clusters
  Score: Raw -683708.986184 + Penalty 2906.639493 = -680802.346691
  nChanged 311
		SP:Iteration 11Q (177115.920000 sec): 3 clusters
  Score: Raw -683909.804099 + Penalty 2906.639493 = -681003.164606
  nChanged 295
		SP:Iteration 12Q (177116.150000 sec): 3 clusters
  Score: Raw -684105.453058 + Penalty 2906.639493 = -681198.813565
  nChanged 252
		SP:Iteration 13Q (177116.340000 sec): 3 clusters
  Score: Raw -684282.324879 + Penalty 2906.639493 = -681375.685387
  nChanged 213
		SP:Iteration 14Q (177116.580000 sec): 3 clusters
  Score: Raw -684436.835648 + Penalty 2906.639493 = -681530.196155
  nChanged 181
		SP:Iteration 15Q (177116.830000 sec): 3 clusters
  Score: Raw -684569.356921 + Penalty 2906.639493 = -681662.717428
  nChanged 125
		SP:Iteration 16Q (177117.100000 sec): 3 clusters
  Score: Raw -684665.763946 + Penalty 2906.639493 = -681759.124453
  nChanged 100
		SP:Iteration 17Q (177117.340000 sec): 3 clusters
  Score: Raw -684747.467889 + Penalty 2906.639493 = -681840.828396
  nChanged 70
		SP:Iteration 18Q (177117.540000 sec): 3 clusters
  Score: Raw -684805.177097 + Penalty 2906.639493 = -681898.537604
  nChanged 68
		SP:Iteration 19Q (177117.740000 sec): 3 clusters
  Score: Raw -684868.441077 + Penalty 2906.639493 = -681961.801584
  nChanged 53
		SP:Iteration 20F (177117.960000 sec): 3 clusters
  Score: Raw -684920.718411 + Penalty 2906.639493 = -682014.078918
  nChanged 37
		SP:Iteration 21Q (177118.180000 sec): 3 clusters
  Score: Raw -684956.912562 + Penalty 2906.639493 = -682050.273069
  nChanged 25
		SP:Iteration 22Q (177118.420000 sec): 3 clusters
  Score: Raw -684983.367897 + Penalty 2906.639493 = -682076.728404
  nChanged 15
		SP:Iteration 23Q (177118.630000 sec): 3 clusters
  Score: Raw -684999.869651 + Penalty 2906.639493 = -682093.230158
  nChanged 10
		SP:Iteration 24Q (177118.840000 sec): 3 clusters
  Score: Raw -685011.014574 + Penalty 2906.639493 = -682104.375081
  nChanged 6
		SP:Iteration 25Q (177119.010000 sec): 3 clusters
  Score: Raw -685016.249241 + Penalty 2906.639493 = -682109.609748
  nChanged 7
		SP:Iteration 26Q (177119.220000 sec): 3 clusters
  Score: Raw -685025.339328 + Penalty 2906.639493 = -682118.699835
  nChanged 8
		SP:Iteration 27Q (177119.440000 sec): 3 clusters
  Score: Raw -685035.788799 + Penalty 2906.639493 = -682129.149306
  nChanged 7
		SP:Iteration 28Q (177119.610000 sec): 3 clusters
  Score: Raw -685043.323648 + Penalty 2906.639493 = -682136.684155
  nChanged 5
		SP:Iteration 29Q (177119.800000 sec): 3 clusters
  Score: Raw -685050.589541 + Penalty 2906.639493 = -682143.950048
  nChanged 4
		SP:Iteration 30Q (177120.040000 sec): 3 clusters
  Score: Raw -685054.095543 + Penalty 2906.639493 = -682147.456050
  nChanged 2
		SP:Iteration 31Q (177120.280000 sec): 3 clusters
  Score: Raw -685056.482366 + Penalty 2906.639493 = -682149.842873
  nChanged 3
		SP:Iteration 32Q (177120.430000 sec): 3 clusters
  Score: Raw -685058.817211 + Penalty 2906.639493 = -682152.177718
  nChanged 1
		SP:Iteration 33Q (177120.640000 sec): 3 clusters
  Score: Raw -685059.915915 + Penalty 2906.639493 = -682153.276422
  nChanged 0
		SP:Iteration 34F (177120.830000 sec): 3 clusters
  Score: Raw -685059.915915 + Penalty 2906.639493 = -682153.276422
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 16 (181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177120.920000 sec): 2 clusters
  Score: Raw -12203.483227 + Penalty 844.755768 = -11358.727459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177121.140000 sec): 3 clusters
  Score: Raw -12320.122132 + Penalty 1689.511535 = -10630.610596
  nChanged 16
		SP:Iteration 1F (177121.370000 sec): 3 clusters
  Score: Raw -12362.128571 + Penalty 1689.511535 = -10672.617036
  nChanged 4
		SP:Iteration 2Q (177121.520000 sec): 3 clusters
  Score: Raw -12374.831471 + Penalty 1689.511535 = -10685.319936
  nChanged 4
		SP:Iteration 3Q (177121.680000 sec): 3 clusters
  Score: Raw -12384.613142 + Penalty 1689.511535 = -10695.101607
  nChanged 1
		SP:Iteration 4Q (177121.860000 sec): 3 clusters
  Score: Raw -12387.973543 + Penalty 1689.511535 = -10698.462008
  nChanged 1
		SP:Iteration 5Q (177122.030000 sec): 3 clusters
  Score: Raw -12389.507956 + Penalty 1689.511535 = -10699.996421
  nChanged 0
		SP:Iteration 6F (177122.180000 sec): 3 clusters
  Score: Raw -12389.507956 + Penalty 1689.511535 = -10699.996421
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 17 (11187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177122.360000 sec): 2 clusters
  Score: Raw -942791.821849 + Penalty 1514.907496 = -941276.914353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177122.580000 sec): 3 clusters
  Score: Raw -936339.935703 + Penalty 3029.814992 = -933310.120711
  nChanged 4909
		SP:Iteration 1F (177122.780000 sec): 3 clusters
  Score: Raw -939119.956892 + Penalty 3029.814992 = -936090.141899
  nChanged 772
		SP:Iteration 2F (177122.980000 sec): 3 clusters
  Score: Raw -939566.405605 + Penalty 3029.814992 = -936536.590612
  nChanged 718
		SP:Iteration 3F (177123.230000 sec): 3 clusters
  Score: Raw -940027.872502 + Penalty 3029.814992 = -936998.057510
  nChanged 716
		SP:Iteration 4F (177123.430000 sec): 3 clusters
  Score: Raw -940488.659183 + Penalty 3029.814992 = -937458.844191
  nChanged 629
		SP:Iteration 5F (177123.640000 sec): 3 clusters
  Score: Raw -940856.551137 + Penalty 3029.814992 = -937826.736145
  nChanged 548
		SP:Iteration 6Q (177123.860000 sec): 3 clusters
  Score: Raw -941148.246959 + Penalty 3029.814992 = -938118.431967
  nChanged 454
		SP:Iteration 7Q (177124.060000 sec): 3 clusters
  Score: Raw -941362.415095 + Penalty 3029.814992 = -938332.600102
  nChanged 400
		SP:Iteration 8Q (177124.310000 sec): 3 clusters
  Score: Raw -941535.968043 + Penalty 3029.814992 = -938506.153051
  nChanged 342
		SP:Iteration 9Q (177124.530000 sec): 3 clusters
  Score: Raw -941670.040554 + Penalty 3029.814992 = -938640.225562
  nChanged 272
		SP:Iteration 10Q (177124.790000 sec): 3 clusters
  Score: Raw -941754.571824 + Penalty 3029.814992 = -938724.756832
  nChanged 222
		SP:Iteration 11Q (177124.960000 sec): 3 clusters
  Score: Raw -941829.509158 + Penalty 3029.814992 = -938799.694165
  nChanged 190
		SP:Iteration 12Q (177125.160000 sec): 3 clusters
  Score: Raw -941888.245237 + Penalty 3029.814992 = -938858.430245
  nChanged 147
		SP:Iteration 13Q (177125.390000 sec): 3 clusters
  Score: Raw -941929.089909 + Penalty 3029.814992 = -938899.274917
  nChanged 142
		SP:Iteration 14Q (177125.570000 sec): 3 clusters
  Score: Raw -941967.539615 + Penalty 3029.814992 = -938937.724622
  nChanged 142
		SP:Iteration 15Q (177125.830000 sec): 3 clusters
  Score: Raw -941996.623742 + Penalty 3029.814992 = -938966.808750
  nChanged 109
		SP:Iteration 16Q (177126.060000 sec): 3 clusters
  Score: Raw -942023.048867 + Penalty 3029.814992 = -938993.233875
  nChanged 104
		SP:Iteration 17Q (177126.260000 sec): 3 clusters
  Score: Raw -942045.848835 + Penalty 3029.814992 = -939016.033843
  nChanged 102
		SP:Iteration 18Q (177126.530000 sec): 3 clusters
  Score: Raw -942066.077104 + Penalty 3029.814992 = -939036.262111
  nChanged 85
		SP:Iteration 19Q (177126.720000 sec): 3 clusters
  Score: Raw -942084.527264 + Penalty 3029.814992 = -939054.712272
  nChanged 82
		SP:Iteration 20F (177126.950000 sec): 3 clusters
  Score: Raw -942106.174116 + Penalty 3029.814992 = -939076.359124
  nChanged 87
		SP:Iteration 21Q (177127.210000 sec): 3 clusters
  Score: Raw -942123.202601 + Penalty 3029.814992 = -939093.387609
  nChanged 73
		SP:Iteration 22Q (177127.390000 sec): 3 clusters
  Score: Raw -942140.110662 + Penalty 3029.814992 = -939110.295669
  nChanged 77
		SP:Iteration 23Q (177127.630000 sec): 3 clusters
  Score: Raw -942156.663415 + Penalty 3029.814992 = -939126.848423
  nChanged 79
		SP:Iteration 24Q (177127.870000 sec): 3 clusters
  Score: Raw -942174.080764 + Penalty 3029.814992 = -939144.265771
  nChanged 82
		SP:Iteration 25Q (177128.160000 sec): 3 clusters
  Score: Raw -942190.755417 + Penalty 3029.814992 = -939160.940425
  nChanged 71
		SP:Iteration 26Q (177128.360000 sec): 3 clusters
  Score: Raw -942206.850169 + Penalty 3029.814992 = -939177.035177
  nChanged 78
		SP:Iteration 27Q (177128.560000 sec): 3 clusters
  Score: Raw -942226.886679 + Penalty 3029.814992 = -939197.071687
  nChanged 96
		SP:Iteration 28Q (177128.830000 sec): 3 clusters
  Score: Raw -942249.628870 + Penalty 3029.814992 = -939219.813878
  nChanged 97
		SP:Iteration 29Q (177129.150000 sec): 3 clusters
  Score: Raw -942269.526528 + Penalty 3029.814992 = -939239.711535
  nChanged 96
		SP:Iteration 30Q (177129.420000 sec): 3 clusters
  Score: Raw -942291.097539 + Penalty 3029.814992 = -939261.282547
  nChanged 89
		SP:Iteration 31Q (177129.630000 sec): 3 clusters
  Score: Raw -942311.794370 + Penalty 3029.814992 = -939281.979378
  nChanged 106
		SP:Iteration 32Q (177129.860000 sec): 3 clusters
  Score: Raw -942336.334576 + Penalty 3029.814992 = -939306.519584
  nChanged 113
		SP:Iteration 33Q (177130.140000 sec): 3 clusters
  Score: Raw -942361.100120 + Penalty 3029.814992 = -939331.285128
  nChanged 110
		SP:Iteration 34Q (177130.370000 sec): 3 clusters
  Score: Raw -942389.936041 + Penalty 3029.814992 = -939360.121048
  nChanged 116
		SP:Iteration 35Q (177130.630000 sec): 3 clusters
  Score: Raw -942415.251723 + Penalty 3029.814992 = -939385.436731
  nChanged 99
		SP:Iteration 36Q (177130.910000 sec): 3 clusters
  Score: Raw -942438.380574 + Penalty 3029.814992 = -939408.565582
  nChanged 108
		SP:Iteration 37Q (177131.120000 sec): 3 clusters
  Score: Raw -942461.718000 + Penalty 3029.814992 = -939431.903008
  nChanged 109
		SP:Iteration 38Q (177131.390000 sec): 3 clusters
  Score: Raw -942484.869530 + Penalty 3029.814992 = -939455.054537
  nChanged 113
		SP:Iteration 39Q (177131.620000 sec): 3 clusters
  Score: Raw -942510.077998 + Penalty 3029.814992 = -939480.263006
  nChanged 122
		SP:Iteration 40F (177131.840000 sec): 3 clusters
  Score: Raw -942539.929460 + Penalty 3029.814992 = -939510.114468
  nChanged 140
		SP:Iteration 41Q (177132.090000 sec): 3 clusters
  Score: Raw -942577.267225 + Penalty 3029.814992 = -939547.452233
  nChanged 150
		SP:Iteration 42Q (177132.340000 sec): 3 clusters
  Score: Raw -942617.910962 + Penalty 3029.814992 = -939588.095970
  nChanged 154
		SP:Iteration 43Q (177132.600000 sec): 3 clusters
  Score: Raw -942657.903575 + Penalty 3029.814992 = -939628.088583
  nChanged 144
		SP:Iteration 44Q (177132.860000 sec): 3 clusters
  Score: Raw -942694.142159 + Penalty 3029.814992 = -939664.327167
  nChanged 138
		SP:Iteration 45Q (177133.060000 sec): 3 clusters
  Score: Raw -942730.270180 + Penalty 3029.814992 = -939700.455188
  nChanged 123
		SP:Iteration 46Q (177133.300000 sec): 3 clusters
  Score: Raw -942759.149380 + Penalty 3029.814992 = -939729.334387
  nChanged 121
		SP:Iteration 47Q (177133.560000 sec): 3 clusters
  Score: Raw -942785.658592 + Penalty 3029.814992 = -939755.843599
  nChanged 93
		SP:Iteration 48Q (177133.790000 sec): 3 clusters
  Score: Raw -942807.339658 + Penalty 3029.814992 = -939777.524666
  nChanged 102
		SP:Iteration 49Q (177134.010000 sec): 3 clusters
  Score: Raw -942831.039417 + Penalty 3029.814992 = -939801.224425
  nChanged 102
		SP:Iteration 50Q (177134.270000 sec): 3 clusters
  Score: Raw -942855.088381 + Penalty 3029.814992 = -939825.273389
  nChanged 117
		SP:Iteration 51Q (177134.460000 sec): 3 clusters
  Score: Raw -942880.910937 + Penalty 3029.814992 = -939851.095945
  nChanged 110
		SP:Iteration 52Q (177134.710000 sec): 3 clusters
  Score: Raw -942905.977172 + Penalty 3029.814992 = -939876.162179
  nChanged 94
		SP:Iteration 53Q (177134.980000 sec): 3 clusters
  Score: Raw -942927.533052 + Penalty 3029.814992 = -939897.718059
  nChanged 88
		SP:Iteration 54Q (177135.200000 sec): 3 clusters
  Score: Raw -942948.710466 + Penalty 3029.814992 = -939918.895473
  nChanged 94
		SP:Iteration 55Q (177135.420000 sec): 3 clusters
  Score: Raw -942971.153813 + Penalty 3029.814992 = -939941.338820
  nChanged 89
		SP:Iteration 56Q (177135.680000 sec): 3 clusters
  Score: Raw -942990.464522 + Penalty 3029.814992 = -939960.649530
  nChanged 71
		SP:Iteration 57Q (177135.920000 sec): 3 clusters
  Score: Raw -943005.216693 + Penalty 3029.814992 = -939975.401701
  nChanged 67
		SP:Iteration 58Q (177136.210000 sec): 3 clusters
  Score: Raw -943020.413104 + Penalty 3029.814992 = -939990.598112
  nChanged 75
		SP:Iteration 59Q (177136.430000 sec): 3 clusters
  Score: Raw -943036.171847 + Penalty 3029.814992 = -940006.356854
  nChanged 72
		SP:Iteration 60F (177136.660000 sec): 3 clusters
  Score: Raw -943050.929514 + Penalty 3029.814992 = -940021.114522
  nChanged 64
		SP:Iteration 61Q (177136.900000 sec): 3 clusters
  Score: Raw -943066.586815 + Penalty 3029.814992 = -940036.771822
  nChanged 68
		SP:Iteration 62Q (177137.140000 sec): 3 clusters
  Score: Raw -943082.654798 + Penalty 3029.814992 = -940052.839806
  nChanged 61
		SP:Iteration 63Q (177137.410000 sec): 3 clusters
  Score: Raw -943097.627330 + Penalty 3029.814992 = -940067.812338
  nChanged 52
		SP:Iteration 64Q (177137.680000 sec): 3 clusters
  Score: Raw -943108.009612 + Penalty 3029.814992 = -940078.194620
  nChanged 45
		SP:Iteration 65Q (177137.860000 sec): 3 clusters
  Score: Raw -943118.135951 + Penalty 3029.814992 = -940088.320958
  nChanged 50
		SP:Iteration 66Q (177138.100000 sec): 3 clusters
  Score: Raw -943129.519371 + Penalty 3029.814992 = -940099.704379
  nChanged 48
		SP:Iteration 67Q (177138.320000 sec): 3 clusters
  Score: Raw -943138.588175 + Penalty 3029.814992 = -940108.773183
  nChanged 32
		SP:Iteration 68Q (177138.500000 sec): 3 clusters
  Score: Raw -943144.230117 + Penalty 3029.814992 = -940114.415125
  nChanged 28
		SP:Iteration 69Q (177138.710000 sec): 3 clusters
  Score: Raw -943148.872342 + Penalty 3029.814992 = -940119.057349
  nChanged 23
		SP:Iteration 70Q (177138.940000 sec): 3 clusters
  Score: Raw -943152.994408 + Penalty 3029.814992 = -940123.179415
  nChanged 27
		SP:Iteration 71Q (177139.170000 sec): 3 clusters
  Score: Raw -943157.696676 + Penalty 3029.814992 = -940127.881684
  nChanged 31
		SP:Iteration 72Q (177139.400000 sec): 3 clusters
  Score: Raw -943163.908532 + Penalty 3029.814992 = -940134.093540
  nChanged 30
		SP:Iteration 73Q (177139.680000 sec): 3 clusters
  Score: Raw -943169.589983 + Penalty 3029.814992 = -940139.774991
  nChanged 29
		SP:Iteration 74Q (177139.880000 sec): 3 clusters
  Score: Raw -943174.438219 + Penalty 3029.814992 = -940144.623226
  nChanged 28
		SP:Iteration 75Q (177140.100000 sec): 3 clusters
  Score: Raw -943180.393954 + Penalty 3029.814992 = -940150.578961
  nChanged 30
		SP:Iteration 76Q (177140.330000 sec): 3 clusters
  Score: Raw -943186.486077 + Penalty 3029.814992 = -940156.671085
  nChanged 34
		SP:Iteration 77Q (177140.560000 sec): 3 clusters
  Score: Raw -943193.353174 + Penalty 3029.814992 = -940163.538181
  nChanged 24
		SP:Iteration 78Q (177140.740000 sec): 3 clusters
  Score: Raw -943198.322288 + Penalty 3029.814992 = -940168.507296
  nChanged 26
		SP:Iteration 79Q (177140.970000 sec): 3 clusters
  Score: Raw -943203.668236 + Penalty 3029.814992 = -940173.853244
  nChanged 32
		SP:Iteration 80F (177141.220000 sec): 3 clusters
  Score: Raw -943210.184827 + Penalty 3029.814992 = -940180.369835
  nChanged 28
		SP:Iteration 81Q (177141.500000 sec): 3 clusters
  Score: Raw -943215.512561 + Penalty 3029.814992 = -940185.697569
  nChanged 30
		SP:Iteration 82Q (177141.690000 sec): 3 clusters
  Score: Raw -943222.991823 + Penalty 3029.814992 = -940193.176830
  nChanged 27
		SP:Iteration 83Q (177141.960000 sec): 3 clusters
  Score: Raw -943228.190677 + Penalty 3029.814992 = -940198.375685
  nChanged 19
		SP:Iteration 84Q (177142.150000 sec): 3 clusters
  Score: Raw -943231.058202 + Penalty 3029.814992 = -940201.243210
  nChanged 18
		SP:Iteration 85Q (177142.400000 sec): 3 clusters
  Score: Raw -943234.592487 + Penalty 3029.814992 = -940204.777495
  nChanged 21
		SP:Iteration 86Q (177142.620000 sec): 3 clusters
  Score: Raw -943238.914017 + Penalty 3029.814992 = -940209.099025
  nChanged 24
		SP:Iteration 87Q (177142.840000 sec): 3 clusters
  Score: Raw -943243.425247 + Penalty 3029.814992 = -940213.610255
  nChanged 22
		SP:Iteration 88Q (177143.030000 sec): 3 clusters
  Score: Raw -943247.615179 + Penalty 3029.814992 = -940217.800187
  nChanged 20
		SP:Iteration 89Q (177143.260000 sec): 3 clusters
  Score: Raw -943251.405799 + Penalty 3029.814992 = -940221.590807
  nChanged 16
		SP:Iteration 90Q (177143.500000 sec): 3 clusters
  Score: Raw -943255.389242 + Penalty 3029.814992 = -940225.574250
  nChanged 17
		SP:Iteration 91Q (177143.730000 sec): 3 clusters
  Score: Raw -943259.097094 + Penalty 3029.814992 = -940229.282102
  nChanged 17
		SP:Iteration 92Q (177143.950000 sec): 3 clusters
  Score: Raw -943263.085144 + Penalty 3029.814992 = -940233.270152
  nChanged 14
		SP:Iteration 93Q (177144.210000 sec): 3 clusters
  Score: Raw -943266.283807 + Penalty 3029.814992 = -940236.468814
  nChanged 10
		SP:Iteration 94Q (177144.480000 sec): 3 clusters
  Score: Raw -943268.192286 + Penalty 3029.814992 = -940238.377294
  nChanged 10
		SP:Iteration 95Q (177144.740000 sec): 3 clusters
  Score: Raw -943270.595006 + Penalty 3029.814992 = -940240.780013
  nChanged 12
		SP:Iteration 96Q (177144.940000 sec): 3 clusters
  Score: Raw -943273.328911 + Penalty 3029.814992 = -940243.513919
  nChanged 13
		SP:Iteration 97Q (177145.170000 sec): 3 clusters
  Score: Raw -943276.093968 + Penalty 3029.814992 = -940246.278976
  nChanged 9
		SP:Iteration 98Q (177145.410000 sec): 3 clusters
  Score: Raw -943277.953209 + Penalty 3029.814992 = -940248.138217
  nChanged 11
		SP:Iteration 99Q (177145.610000 sec): 3 clusters
  Score: Raw -943280.102254 + Penalty 3029.814992 = -940250.287262
  nChanged 9
		SP:Iteration 100F (177145.850000 sec): 3 clusters
  Score: Raw -943281.914366 + Penalty 3029.814992 = -940252.099373
  nChanged 10
		SP:Iteration 101Q (177146.080000 sec): 3 clusters
  Score: Raw -943283.665242 + Penalty 3029.814992 = -940253.850250
  nChanged 13
		SP:Iteration 102Q (177146.300000 sec): 3 clusters
  Score: Raw -943286.244284 + Penalty 3029.814992 = -940256.429291
  nChanged 11
		SP:Iteration 103Q (177146.600000 sec): 3 clusters
  Score: Raw -943288.459402 + Penalty 3029.814992 = -940258.644410
  nChanged 8
		SP:Iteration 104Q (177146.790000 sec): 3 clusters
  Score: Raw -943290.292246 + Penalty 3029.814992 = -940260.477253
  nChanged 10
		SP:Iteration 105Q (177146.970000 sec): 3 clusters
  Score: Raw -943292.507895 + Penalty 3029.814992 = -940262.692902
  nChanged 8
		SP:Iteration 106Q (177147.220000 sec): 3 clusters
  Score: Raw -943294.067782 + Penalty 3029.814992 = -940264.252789
  nChanged 5
		SP:Iteration 107Q (177147.470000 sec): 3 clusters
  Score: Raw -943294.863155 + Penalty 3029.814992 = -940265.048163
  nChanged 5
		SP:Iteration 108Q (177147.720000 sec): 3 clusters
  Score: Raw -943295.874606 + Penalty 3029.814992 = -940266.059613
  nChanged 4
		SP:Iteration 109Q (177147.930000 sec): 3 clusters
  Score: Raw -943296.778925 + Penalty 3029.814992 = -940266.963933
  nChanged 5
		SP:Iteration 110Q (177148.170000 sec): 3 clusters
  Score: Raw -943297.434351 + Penalty 3029.814992 = -940267.619359
  nChanged 4
		SP:Iteration 111Q (177148.410000 sec): 3 clusters
  Score: Raw -943297.946701 + Penalty 3029.814992 = -940268.131708
  nChanged 4
		SP:Iteration 112Q (177148.590000 sec): 3 clusters
  Score: Raw -943298.684243 + Penalty 3029.814992 = -940268.869251
  nChanged 5
		SP:Iteration 113Q (177148.820000 sec): 3 clusters
  Score: Raw -943299.808323 + Penalty 3029.814992 = -940269.993330
  nChanged 9
		SP:Iteration 114Q (177149.060000 sec): 3 clusters
  Score: Raw -943301.060901 + Penalty 3029.814992 = -940271.245909
  nChanged 8
		SP:Iteration 115Q (177149.360000 sec): 3 clusters
  Score: Raw -943302.630651 + Penalty 3029.814992 = -940272.815658
  nChanged 7
		SP:Iteration 116Q (177149.610000 sec): 3 clusters
  Score: Raw -943303.965899 + Penalty 3029.814992 = -940274.150906
  nChanged 4
		SP:Iteration 117Q (177149.830000 sec): 3 clusters
  Score: Raw -943304.652177 + Penalty 3029.814992 = -940274.837185
  nChanged 2
		SP:Iteration 118Q (177149.990000 sec): 3 clusters
  Score: Raw -943304.948419 + Penalty 3029.814992 = -940275.133426
  nChanged 2
		SP:Iteration 119Q (177150.210000 sec): 3 clusters
  Score: Raw -943305.250385 + Penalty 3029.814992 = -940275.435392
  nChanged 1
		SP:Iteration 120F (177150.410000 sec): 3 clusters
  Score: Raw -943305.352764 + Penalty 3029.814992 = -940275.537771
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 18 (8930 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177150.560000 sec): 2 clusters
  Score: Raw -690897.606811 + Penalty 1478.290397 = -689419.316414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177150.810000 sec): 3 clusters
  Score: Raw -685915.122103 + Penalty 2956.580794 = -682958.541309
  nChanged 3848
		SP:Iteration 1F (177151.030000 sec): 3 clusters
  Score: Raw -688140.938961 + Penalty 2956.580794 = -685184.358167
  nChanged 621
		SP:Iteration 2F (177151.310000 sec): 3 clusters
  Score: Raw -688534.622924 + Penalty 2956.580794 = -685578.042130
  nChanged 541
		SP:Iteration 3F (177151.490000 sec): 3 clusters
  Score: Raw -688860.575482 + Penalty 2956.580794 = -685903.994688
  nChanged 481
		SP:Iteration 4F (177151.770000 sec): 3 clusters
  Score: Raw -689134.077623 + Penalty 2956.580794 = -686177.496829
  nChanged 459
		SP:Iteration 5F (177151.980000 sec): 3 clusters
  Score: Raw -689382.116329 + Penalty 2956.580794 = -686425.535535
  nChanged 400
		SP:Iteration 6Q (177152.250000 sec): 3 clusters
  Score: Raw -689613.391432 + Penalty 2956.580794 = -686656.810638
  nChanged 379
		SP:Iteration 7Q (177152.460000 sec): 3 clusters
  Score: Raw -689818.896588 + Penalty 2956.580794 = -686862.315794
  nChanged 337
		SP:Iteration 8Q (177152.660000 sec): 3 clusters
  Score: Raw -689997.893508 + Penalty 2956.580794 = -687041.312714
  nChanged 308
		SP:Iteration 9Q (177152.880000 sec): 3 clusters
  Score: Raw -690176.678153 + Penalty 2956.580794 = -687220.097359
  nChanged 301
		SP:Iteration 10Q (177153.120000 sec): 3 clusters
  Score: Raw -690364.147184 + Penalty 2956.580794 = -687407.566390
  nChanged 268
		SP:Iteration 11Q (177153.290000 sec): 3 clusters
  Score: Raw -690524.862970 + Penalty 2956.580794 = -687568.282176
  nChanged 225
		SP:Iteration 12Q (177153.530000 sec): 3 clusters
  Score: Raw -690656.867872 + Penalty 2956.580794 = -687700.287078
  nChanged 207
		SP:Iteration 13Q (177153.720000 sec): 3 clusters
  Score: Raw -690767.625301 + Penalty 2956.580794 = -687811.044507
  nChanged 170
		SP:Iteration 14Q (177153.920000 sec): 3 clusters
  Score: Raw -690873.032538 + Penalty 2956.580794 = -687916.451744
  nChanged 158
		SP:Iteration 15Q (177154.120000 sec): 3 clusters
  Score: Raw -690978.897882 + Penalty 2956.580794 = -688022.317088
  nChanged 152
		SP:Iteration 16Q (177154.340000 sec): 3 clusters
  Score: Raw -691076.109595 + Penalty 2956.580794 = -688119.528801
  nChanged 123
		SP:Iteration 17Q (177154.610000 sec): 3 clusters
  Score: Raw -691155.898418 + Penalty 2956.580794 = -688199.317624
  nChanged 102
		SP:Iteration 18Q (177154.800000 sec): 3 clusters
  Score: Raw -691214.956433 + Penalty 2956.580794 = -688258.375639
  nChanged 84
		SP:Iteration 19Q (177155.000000 sec): 3 clusters
  Score: Raw -691263.805785 + Penalty 2956.580794 = -688307.224991
  nChanged 77
		SP:Iteration 20F (177155.200000 sec): 3 clusters
  Score: Raw -691316.253965 + Penalty 2956.580794 = -688359.673171
  nChanged 75
		SP:Iteration 21Q (177155.440000 sec): 3 clusters
  Score: Raw -691362.750923 + Penalty 2956.580794 = -688406.170129
  nChanged 65
		SP:Iteration 22Q (177155.700000 sec): 3 clusters
  Score: Raw -691398.143030 + Penalty 2956.580794 = -688441.562236
  nChanged 34
		SP:Iteration 23Q (177155.930000 sec): 3 clusters
  Score: Raw -691414.873196 + Penalty 2956.580794 = -688458.292402
  nChanged 40
		SP:Iteration 24Q (177156.190000 sec): 3 clusters
  Score: Raw -691435.961506 + Penalty 2956.580794 = -688479.380712
  nChanged 31
		SP:Iteration 25Q (177156.450000 sec): 3 clusters
  Score: Raw -691449.938306 + Penalty 2956.580794 = -688493.357512
  nChanged 25
		SP:Iteration 26Q (177156.660000 sec): 3 clusters
  Score: Raw -691460.086494 + Penalty 2956.580794 = -688503.505700
  nChanged 28
		SP:Iteration 27Q (177156.900000 sec): 3 clusters
  Score: Raw -691472.931785 + Penalty 2956.580794 = -688516.350991
  nChanged 18
		SP:Iteration 28Q (177157.140000 sec): 3 clusters
  Score: Raw -691480.583666 + Penalty 2956.580794 = -688524.002872
  nChanged 18
		SP:Iteration 29Q (177157.360000 sec): 3 clusters
  Score: Raw -691486.995635 + Penalty 2956.580794 = -688530.414841
  nChanged 15
		SP:Iteration 30Q (177157.560000 sec): 3 clusters
  Score: Raw -691491.813141 + Penalty 2956.580794 = -688535.232347
  nChanged 6
		SP:Iteration 31Q (177157.800000 sec): 3 clusters
  Score: Raw -691493.684591 + Penalty 2956.580794 = -688537.103797
  nChanged 7
		SP:Iteration 32Q (177158.020000 sec): 3 clusters
  Score: Raw -691497.215547 + Penalty 2956.580794 = -688540.634753
  nChanged 14
		SP:Iteration 33Q (177158.200000 sec): 3 clusters
  Score: Raw -691501.924591 + Penalty 2956.580794 = -688545.343797
  nChanged 11
		SP:Iteration 34Q (177158.440000 sec): 3 clusters
  Score: Raw -691506.272367 + Penalty 2956.580794 = -688549.691573
  nChanged 8
		SP:Iteration 35Q (177158.630000 sec): 3 clusters
  Score: Raw -691511.824145 + Penalty 2956.580794 = -688555.243351
  nChanged 5
		SP:Iteration 36Q (177158.840000 sec): 3 clusters
  Score: Raw -691514.938424 + Penalty 2956.580794 = -688558.357630
  nChanged 5
		SP:Iteration 37Q (177159.040000 sec): 3 clusters
  Score: Raw -691518.013288 + Penalty 2956.580794 = -688561.432494
  nChanged 3
		SP:Iteration 38Q (177159.260000 sec): 3 clusters
  Score: Raw -691519.856645 + Penalty 2956.580794 = -688563.275851
  nChanged 5
		SP:Iteration 39Q (177159.440000 sec): 3 clusters
  Score: Raw -691521.725959 + Penalty 2956.580794 = -688565.145165
  nChanged 5
		SP:Iteration 40F (177159.700000 sec): 3 clusters
  Score: Raw -691524.891228 + Penalty 2956.580794 = -688568.310434
  nChanged 6
		SP:Iteration 41Q (177159.920000 sec): 3 clusters
  Score: Raw -691528.147384 + Penalty 2956.580794 = -688571.566590
  nChanged 7
		SP:Iteration 42Q (177160.160000 sec): 3 clusters
  Score: Raw -691529.691413 + Penalty 2956.580794 = -688573.110619
  nChanged 2
		SP:Iteration 43Q (177160.360000 sec): 3 clusters
  Score: Raw -691530.344669 + Penalty 2956.580794 = -688573.763875
  nChanged 1
		SP:Iteration 44Q (177160.620000 sec): 3 clusters
  Score: Raw -691530.579677 + Penalty 2956.580794 = -688573.998882
  nChanged 0
		SP:Iteration 45F (177160.850000 sec): 3 clusters
  Score: Raw -691530.579677 + Penalty 2956.580794 = -688573.998882
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 19 (171347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177161.640000 sec): 2 clusters
  Score: Raw -14807903.300301 + Penalty 1958.359978 = -14805944.940323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177162.480000 sec): 3 clusters
  Score: Raw -14694885.065126 + Penalty 3916.719956 = -14690968.345170
  nChanged 82811
		SP:Iteration 1F (177163.310000 sec): 3 clusters
  Score: Raw -14743416.203138 + Penalty 3916.719956 = -14739499.483182
  nChanged 5375
		SP:Iteration 2Q (177164.250000 sec): 3 clusters
  Score: Raw -14744638.155506 + Penalty 3916.719956 = -14740721.435550
  nChanged 5804
		SP:Iteration 3Q (177165.280000 sec): 3 clusters
  Score: Raw -14746233.801810 + Penalty 3916.719956 = -14742317.081854
  nChanged 6710
		SP:Iteration 4Q (177166.290000 sec): 3 clusters
  Score: Raw -14748566.534942 + Penalty 3916.719956 = -14744649.814985
  nChanged 7954
		SP:Iteration 5Q (177167.450000 sec): 3 clusters
  Score: Raw -14752124.648068 + Penalty 3916.719956 = -14748207.928112
  nChanged 9226
		SP:Iteration 6F (177168.370000 sec): 3 clusters
  Score: Raw -14757576.422746 + Penalty 3916.719956 = -14753659.702789
  nChanged 10450
		SP:Iteration 7F (177169.300000 sec): 3 clusters
  Score: Raw -14765593.494684 + Penalty 3916.719956 = -14761676.774727
  nChanged 10630
		SP:Iteration 8F (177170.300000 sec): 3 clusters
  Score: Raw -14774652.626535 + Penalty 3916.719956 = -14770735.906578
  nChanged 9230
		SP:Iteration 9F (177171.160000 sec): 3 clusters
  Score: Raw -14781967.540841 + Penalty 3916.719956 = -14778050.820884
  nChanged 6956
		SP:Iteration 10Q (177172.020000 sec): 3 clusters
  Score: Raw -14786513.270545 + Penalty 3916.719956 = -14782596.550588
  nChanged 5106
		SP:Iteration 11Q (177172.820000 sec): 3 clusters
  Score: Raw -14789348.105898 + Penalty 3916.719956 = -14785431.385941
  nChanged 4411
		SP:Iteration 12Q (177173.610000 sec): 3 clusters
  Score: Raw -14791807.365414 + Penalty 3916.719956 = -14787890.645458
  nChanged 4205
		SP:Iteration 13Q (177174.410000 sec): 3 clusters
  Score: Raw -14794255.714436 + Penalty 3916.719956 = -14790338.994480
  nChanged 3904
		SP:Iteration 14Q (177175.260000 sec): 3 clusters
  Score: Raw -14796651.498532 + Penalty 3916.719956 = -14792734.778576
  nChanged 3580
		SP:Iteration 15Q (177176.100000 sec): 3 clusters
  Score: Raw -14799019.289787 + Penalty 3916.719956 = -14795102.569831
  nChanged 3274
		SP:Iteration 16Q (177176.900000 sec): 3 clusters
  Score: Raw -14801346.331472 + Penalty 3916.719956 = -14797429.611516
  nChanged 2723
		SP:Iteration 17Q (177177.740000 sec): 3 clusters
  Score: Raw -14803390.842982 + Penalty 3916.719956 = -14799474.123026
  nChanged 2088
		SP:Iteration 18Q (177178.560000 sec): 3 clusters
  Score: Raw -14804972.833710 + Penalty 3916.719956 = -14801056.113754
  nChanged 1595
		SP:Iteration 19Q (177179.300000 sec): 3 clusters
  Score: Raw -14806180.435442 + Penalty 3916.719956 = -14802263.715486
  nChanged 1080
		SP:Iteration 20F (177180.080000 sec): 3 clusters
  Score: Raw -14806981.902269 + Penalty 3916.719956 = -14803065.182313
  nChanged 670
		SP:Iteration 21Q (177180.820000 sec): 3 clusters
  Score: Raw -14807460.105030 + Penalty 3916.719956 = -14803543.385073
  nChanged 378
		SP:Iteration 22Q (177181.710000 sec): 3 clusters
  Score: Raw -14807713.443866 + Penalty 3916.719956 = -14803796.723910
  nChanged 218
		SP:Iteration 23Q (177182.650000 sec): 3 clusters
  Score: Raw -14807856.479205 + Penalty 3916.719956 = -14803939.759248
  nChanged 114
		SP:Iteration 24Q (177183.510000 sec): 3 clusters
  Score: Raw -14807942.942867 + Penalty 3916.719956 = -14804026.222910
  nChanged 77
		SP:Iteration 25Q (177184.440000 sec): 3 clusters
  Score: Raw -14808004.610285 + Penalty 3916.719956 = -14804087.890328
  nChanged 55
		SP:Iteration 26Q (177185.250000 sec): 3 clusters
  Score: Raw -14808045.453963 + Penalty 3916.719956 = -14804128.734006
  nChanged 37
		SP:Iteration 27Q (177186.020000 sec): 3 clusters
  Score: Raw -14808071.479630 + Penalty 3916.719956 = -14804154.759674
  nChanged 38
		SP:Iteration 28Q (177186.790000 sec): 3 clusters
  Score: Raw -14808096.941679 + Penalty 3916.719956 = -14804180.221723
  nChanged 23
		SP:Iteration 29Q (177187.490000 sec): 3 clusters
  Score: Raw -14808117.813898 + Penalty 3916.719956 = -14804201.093942
  nChanged 24
		SP:Iteration 30Q (177188.160000 sec): 3 clusters
  Score: Raw -14808134.331085 + Penalty 3916.719956 = -14804217.611129
  nChanged 17
		SP:Iteration 31Q (177188.800000 sec): 3 clusters
  Score: Raw -14808147.010285 + Penalty 3916.719956 = -14804230.290329
  nChanged 10
		SP:Iteration 32Q (177189.510000 sec): 3 clusters
  Score: Raw -14808153.727165 + Penalty 3916.719956 = -14804237.007208
  nChanged 6
		SP:Iteration 33Q (177190.230000 sec): 3 clusters
  Score: Raw -14808157.218138 + Penalty 3916.719956 = -14804240.498182
  nChanged 3
		SP:Iteration 34Q (177190.990000 sec): 3 clusters
  Score: Raw -14808159.786409 + Penalty 3916.719956 = -14804243.066453
  nChanged 4
		SP:Iteration 35Q (177191.780000 sec): 3 clusters
  Score: Raw -14808162.355224 + Penalty 3916.719956 = -14804245.635267
  nChanged 3
		SP:Iteration 36Q (177192.530000 sec): 3 clusters
  Score: Raw -14808164.533984 + Penalty 3916.719956 = -14804247.814028
  nChanged 5
		SP:Iteration 37Q (177193.280000 sec): 3 clusters
  Score: Raw -14808168.395162 + Penalty 3916.719956 = -14804251.675206
  nChanged 4
		SP:Iteration 38Q (177194.080000 sec): 3 clusters
  Score: Raw -14808170.987560 + Penalty 3916.719956 = -14804254.267604
  nChanged 3
		SP:Iteration 39Q (177194.910000 sec): 3 clusters
  Score: Raw -14808172.814827 + Penalty 3916.719956 = -14804256.094871
  nChanged 3
		SP:Iteration 40F (177195.800000 sec): 3 clusters
  Score: Raw -14808174.659574 + Penalty 3916.719956 = -14804257.939618
  nChanged 7
		SP:Iteration 41Q (177196.590000 sec): 3 clusters
  Score: Raw -14808178.128420 + Penalty 3916.719956 = -14804261.408464
  nChanged 6
		SP:Iteration 42Q (177197.310000 sec): 3 clusters
  Score: Raw -14808181.009536 + Penalty 3916.719956 = -14804264.289580
  nChanged 1
		SP:Iteration 43Q (177198.130000 sec): 3 clusters
  Score: Raw -14808182.030821 + Penalty 3916.719956 = -14804265.310865
  nChanged 1
		SP:Iteration 44Q (177199.040000 sec): 3 clusters
  Score: Raw -14808182.841613 + Penalty 3916.719956 = -14804266.121657
  nChanged 1
		SP:Iteration 45Q (177199.890000 sec): 3 clusters
  Score: Raw -14808183.896795 + Penalty 3916.719956 = -14804267.176839
  nChanged 0
		SP:Iteration 46F (177200.770000 sec): 3 clusters
  Score: Raw -14808183.896795 + Penalty 3916.719956 = -14804267.176839
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 20 (15487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177201.010000 sec): 2 clusters
  Score: Raw -1332782.646906 + Penalty 1567.760389 = -1331214.886517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177201.280000 sec): 3 clusters
  Score: Raw -1323672.285384 + Penalty 3135.520778 = -1320536.764606
  nChanged 6897
		SP:Iteration 1F (177201.510000 sec): 3 clusters
  Score: Raw -1327384.362409 + Penalty 3135.520778 = -1324248.841630
  nChanged 843
		SP:Iteration 2F (177201.770000 sec): 3 clusters
  Score: Raw -1327757.705690 + Penalty 3135.520778 = -1324622.184911
  nChanged 783
		SP:Iteration 3F (177202.000000 sec): 3 clusters
  Score: Raw -1328117.686040 + Penalty 3135.520778 = -1324982.165261
  nChanged 739
		SP:Iteration 4Q (177202.280000 sec): 3 clusters
  Score: Raw -1328487.936920 + Penalty 3135.520778 = -1325352.416141
  nChanged 698
		SP:Iteration 5Q (177202.510000 sec): 3 clusters
  Score: Raw -1328893.827807 + Penalty 3135.520778 = -1325758.307029
  nChanged 744
		SP:Iteration 6Q (177202.770000 sec): 3 clusters
  Score: Raw -1329313.984203 + Penalty 3135.520778 = -1326178.463425
  nChanged 746
		SP:Iteration 7Q (177203.050000 sec): 3 clusters
  Score: Raw -1329771.777211 + Penalty 3135.520778 = -1326636.256433
  nChanged 674
		SP:Iteration 8Q (177203.320000 sec): 3 clusters
  Score: Raw -1330201.002852 + Penalty 3135.520778 = -1327065.482073
  nChanged 625
		SP:Iteration 9Q (177203.600000 sec): 3 clusters
  Score: Raw -1330601.927940 + Penalty 3135.520778 = -1327466.407161
  nChanged 614
		SP:Iteration 10Q (177203.830000 sec): 3 clusters
  Score: Raw -1331014.228892 + Penalty 3135.520778 = -1327878.708114
  nChanged 559
		SP:Iteration 11Q (177204.070000 sec): 3 clusters
  Score: Raw -1331354.391809 + Penalty 3135.520778 = -1328218.871031
  nChanged 485
		SP:Iteration 12Q (177204.280000 sec): 3 clusters
  Score: Raw -1331660.125046 + Penalty 3135.520778 = -1328524.604268
  nChanged 455
		SP:Iteration 13Q (177204.530000 sec): 3 clusters
  Score: Raw -1331951.522650 + Penalty 3135.520778 = -1328816.001872
  nChanged 439
		SP:Iteration 14Q (177204.780000 sec): 3 clusters
  Score: Raw -1332216.873953 + Penalty 3135.520778 = -1329081.353175
  nChanged 398
		SP:Iteration 15Q (177205.070000 sec): 3 clusters
  Score: Raw -1332462.999522 + Penalty 3135.520778 = -1329327.478744
  nChanged 353
		SP:Iteration 16Q (177205.270000 sec): 3 clusters
  Score: Raw -1332674.098115 + Penalty 3135.520778 = -1329538.577336
  nChanged 291
		SP:Iteration 17Q (177205.550000 sec): 3 clusters
  Score: Raw -1332822.190545 + Penalty 3135.520778 = -1329686.669767
  nChanged 227
		SP:Iteration 18Q (177205.800000 sec): 3 clusters
  Score: Raw -1332943.926499 + Penalty 3135.520778 = -1329808.405721
  nChanged 196
		SP:Iteration 19Q (177206.030000 sec): 3 clusters
  Score: Raw -1333046.385091 + Penalty 3135.520778 = -1329910.864312
  nChanged 157
		SP:Iteration 20F (177206.260000 sec): 3 clusters
  Score: Raw -1333130.998383 + Penalty 3135.520778 = -1329995.477605
  nChanged 152
		SP:Iteration 21Q (177206.510000 sec): 3 clusters
  Score: Raw -1333215.676793 + Penalty 3135.520778 = -1330080.156014
  nChanged 139
		SP:Iteration 22Q (177206.790000 sec): 3 clusters
  Score: Raw -1333293.129631 + Penalty 3135.520778 = -1330157.608853
  nChanged 106
		SP:Iteration 23Q (177207.020000 sec): 3 clusters
  Score: Raw -1333349.029722 + Penalty 3135.520778 = -1330213.508943
  nChanged 80
		SP:Iteration 24Q (177207.290000 sec): 3 clusters
  Score: Raw -1333378.240868 + Penalty 3135.520778 = -1330242.720089
  nChanged 47
		SP:Iteration 25Q (177207.570000 sec): 3 clusters
  Score: Raw -1333397.041691 + Penalty 3135.520778 = -1330261.520913
  nChanged 52
		SP:Iteration 26Q (177207.840000 sec): 3 clusters
  Score: Raw -1333414.933833 + Penalty 3135.520778 = -1330279.413054
  nChanged 41
		SP:Iteration 27Q (177208.100000 sec): 3 clusters
  Score: Raw -1333429.516910 + Penalty 3135.520778 = -1330293.996132
  nChanged 31
		SP:Iteration 28Q (177208.400000 sec): 3 clusters
  Score: Raw -1333439.348881 + Penalty 3135.520778 = -1330303.828102
  nChanged 23
		SP:Iteration 29Q (177208.610000 sec): 3 clusters
  Score: Raw -1333444.658200 + Penalty 3135.520778 = -1330309.137421
  nChanged 11
		SP:Iteration 30Q (177208.860000 sec): 3 clusters
  Score: Raw -1333446.715638 + Penalty 3135.520778 = -1330311.194860
  nChanged 7
		SP:Iteration 31Q (177209.130000 sec): 3 clusters
  Score: Raw -1333448.400286 + Penalty 3135.520778 = -1330312.879507
  nChanged 6
		SP:Iteration 32Q (177209.370000 sec): 3 clusters
  Score: Raw -1333450.336488 + Penalty 3135.520778 = -1330314.815710
  nChanged 9
		SP:Iteration 33Q (177209.640000 sec): 3 clusters
  Score: Raw -1333452.685520 + Penalty 3135.520778 = -1330317.164741
  nChanged 10
		SP:Iteration 34Q (177209.940000 sec): 3 clusters
  Score: Raw -1333455.746807 + Penalty 3135.520778 = -1330320.226028
  nChanged 8
		SP:Iteration 35Q (177210.170000 sec): 3 clusters
  Score: Raw -1333458.113989 + Penalty 3135.520778 = -1330322.593211
  nChanged 9
		SP:Iteration 36Q (177210.490000 sec): 3 clusters
  Score: Raw -1333459.719273 + Penalty 3135.520778 = -1330324.198494
  nChanged 4
		SP:Iteration 37Q (177210.670000 sec): 3 clusters
  Score: Raw -1333460.772863 + Penalty 3135.520778 = -1330325.252084
  nChanged 11
		SP:Iteration 38Q (177210.940000 sec): 3 clusters
  Score: Raw -1333463.925515 + Penalty 3135.520778 = -1330328.404737
  nChanged 13
		SP:Iteration 39Q (177211.200000 sec): 3 clusters
  Score: Raw -1333467.304138 + Penalty 3135.520778 = -1330331.783360
  nChanged 10
		SP:Iteration 40F (177211.460000 sec): 3 clusters
  Score: Raw -1333469.418532 + Penalty 3135.520778 = -1330333.897753
  nChanged 10
		SP:Iteration 41Q (177211.720000 sec): 3 clusters
  Score: Raw -1333472.155708 + Penalty 3135.520778 = -1330336.634930
  nChanged 8
		SP:Iteration 42Q (177211.950000 sec): 3 clusters
  Score: Raw -1333474.065037 + Penalty 3135.520778 = -1330338.544258
  nChanged 4
		SP:Iteration 43Q (177212.180000 sec): 3 clusters
  Score: Raw -1333475.088717 + Penalty 3135.520778 = -1330339.567939
  nChanged 4
		SP:Iteration 44Q (177212.410000 sec): 3 clusters
  Score: Raw -1333475.956358 + Penalty 3135.520778 = -1330340.435579
  nChanged 6
		SP:Iteration 45Q (177212.660000 sec): 3 clusters
  Score: Raw -1333476.961462 + Penalty 3135.520778 = -1330341.440683
  nChanged 4
		SP:Iteration 46Q (177212.920000 sec): 3 clusters
  Score: Raw -1333477.817286 + Penalty 3135.520778 = -1330342.296508
  nChanged 5
		SP:Iteration 47Q (177213.160000 sec): 3 clusters
  Score: Raw -1333478.802306 + Penalty 3135.520778 = -1330343.281528
  nChanged 3
		SP:Iteration 48Q (177213.420000 sec): 3 clusters
  Score: Raw -1333479.527217 + Penalty 3135.520778 = -1330344.006438
  nChanged 4
		SP:Iteration 49Q (177213.660000 sec): 3 clusters
  Score: Raw -1333480.383268 + Penalty 3135.520778 = -1330344.862490
  nChanged 2
		SP:Iteration 50Q (177213.960000 sec): 3 clusters
  Score: Raw -1333480.792531 + Penalty 3135.520778 = -1330345.271753
  nChanged 0
		SP:Iteration 51F (177214.240000 sec): 3 clusters
  Score: Raw -1333480.792531 + Penalty 3135.520778 = -1330345.271753
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 21 (4493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177214.390000 sec): 2 clusters
  Score: Raw -382212.816387 + Penalty 1366.669835 = -380846.146552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177214.590000 sec): 3 clusters
  Score: Raw -379908.456761 + Penalty 2733.339670 = -377175.117091
  nChanged 1812
		SP:Iteration 1F (177214.790000 sec): 3 clusters
  Score: Raw -380849.255450 + Penalty 2733.339670 = -378115.915780
  nChanged 358
		SP:Iteration 2F (177215.000000 sec): 3 clusters
  Score: Raw -381094.374310 + Penalty 2733.339670 = -378361.034639
  nChanged 290
		SP:Iteration 3F (177215.270000 sec): 3 clusters
  Score: Raw -381283.335270 + Penalty 2733.339670 = -378549.995599
  nChanged 219
		SP:Iteration 4Q (177215.450000 sec): 3 clusters
  Score: Raw -381400.080075 + Penalty 2733.339670 = -378666.740405
  nChanged 163
		SP:Iteration 5Q (177215.680000 sec): 3 clusters
  Score: Raw -381481.368638 + Penalty 2733.339670 = -378748.028968
  nChanged 141
		SP:Iteration 6Q (177215.900000 sec): 3 clusters
  Score: Raw -381562.240349 + Penalty 2733.339670 = -378828.900679
  nChanged 148
		SP:Iteration 7Q (177216.060000 sec): 3 clusters
  Score: Raw -381659.307374 + Penalty 2733.339670 = -378925.967703
  nChanged 158
		SP:Iteration 8Q (177216.290000 sec): 3 clusters
  Score: Raw -381765.213300 + Penalty 2733.339670 = -379031.873630
  nChanged 149
		SP:Iteration 9Q (177216.480000 sec): 3 clusters
  Score: Raw -381872.162968 + Penalty 2733.339670 = -379138.823298
  nChanged 149
		SP:Iteration 10Q (177216.640000 sec): 3 clusters
  Score: Raw -381978.215766 + Penalty 2733.339670 = -379244.876095
  nChanged 126
		SP:Iteration 11Q (177216.890000 sec): 3 clusters
  Score: Raw -382054.039786 + Penalty 2733.339670 = -379320.700115
  nChanged 122
		SP:Iteration 12Q (177217.130000 sec): 3 clusters
  Score: Raw -382128.676907 + Penalty 2733.339670 = -379395.337237
  nChanged 122
		SP:Iteration 13Q (177217.360000 sec): 3 clusters
  Score: Raw -382198.962187 + Penalty 2733.339670 = -379465.622517
  nChanged 108
		SP:Iteration 14Q (177217.560000 sec): 3 clusters
  Score: Raw -382242.392709 + Penalty 2733.339670 = -379509.053039
  nChanged 67
		SP:Iteration 15Q (177217.780000 sec): 3 clusters
  Score: Raw -382270.681629 + Penalty 2733.339670 = -379537.341958
  nChanged 58
		SP:Iteration 16Q (177217.990000 sec): 3 clusters
  Score: Raw -382297.478003 + Penalty 2733.339670 = -379564.138333
  nChanged 62
		SP:Iteration 17Q (177218.270000 sec): 3 clusters
  Score: Raw -382323.986081 + Penalty 2733.339670 = -379590.646411
  nChanged 45
		SP:Iteration 18Q (177218.440000 sec): 3 clusters
  Score: Raw -382342.188391 + Penalty 2733.339670 = -379608.848720
  nChanged 41
		SP:Iteration 19Q (177218.620000 sec): 3 clusters
  Score: Raw -382357.835588 + Penalty 2733.339670 = -379624.495918
  nChanged 34
		SP:Iteration 20F (177218.790000 sec): 3 clusters
  Score: Raw -382367.993115 + Penalty 2733.339670 = -379634.653445
  nChanged 27
		SP:Iteration 21Q (177218.990000 sec): 3 clusters
  Score: Raw -382376.548128 + Penalty 2733.339670 = -379643.208458
  nChanged 28
		SP:Iteration 22Q (177219.150000 sec): 3 clusters
  Score: Raw -382385.866940 + Penalty 2733.339670 = -379652.527270
  nChanged 28
		SP:Iteration 23Q (177219.310000 sec): 3 clusters
  Score: Raw -382394.461547 + Penalty 2733.339670 = -379661.121877
  nChanged 19
		SP:Iteration 24Q (177219.500000 sec): 3 clusters
  Score: Raw -382400.284705 + Penalty 2733.339670 = -379666.945035
  nChanged 18
		SP:Iteration 25Q (177219.680000 sec): 3 clusters
  Score: Raw -382404.494046 + Penalty 2733.339670 = -379671.154376
  nChanged 9
		SP:Iteration 26Q (177219.840000 sec): 3 clusters
  Score: Raw -382407.343613 + Penalty 2733.339670 = -379674.003943
  nChanged 15
		SP:Iteration 27Q (177220.050000 sec): 3 clusters
  Score: Raw -382411.086949 + Penalty 2733.339670 = -379677.747279
  nChanged 12
		SP:Iteration 28Q (177220.210000 sec): 3 clusters
  Score: Raw -382414.090596 + Penalty 2733.339670 = -379680.750926
  nChanged 11
		SP:Iteration 29Q (177220.440000 sec): 3 clusters
  Score: Raw -382416.626684 + Penalty 2733.339670 = -379683.287013
  nChanged 7
		SP:Iteration 30Q (177220.600000 sec): 3 clusters
  Score: Raw -382418.361234 + Penalty 2733.339670 = -379685.021563
  nChanged 7
		SP:Iteration 31Q (177220.810000 sec): 3 clusters
  Score: Raw -382419.590725 + Penalty 2733.339670 = -379686.251054
  nChanged 3
		SP:Iteration 32Q (177221.010000 sec): 3 clusters
  Score: Raw -382419.961946 + Penalty 2733.339670 = -379686.622275
  nChanged 2
		SP:Iteration 33Q (177221.170000 sec): 3 clusters
  Score: Raw -382420.394359 + Penalty 2733.339670 = -379687.054689
  nChanged 2
		SP:Iteration 34Q (177221.340000 sec): 3 clusters
  Score: Raw -382420.590813 + Penalty 2733.339670 = -379687.251142
  nChanged 1
		SP:Iteration 35Q (177221.530000 sec): 3 clusters
  Score: Raw -382420.695565 + Penalty 2733.339670 = -379687.355894
  nChanged 0
		SP:Iteration 36F (177221.690000 sec): 3 clusters
  Score: Raw -382420.695565 + Penalty 2733.339670 = -379687.355894
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 22 (14096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177221.860000 sec): 2 clusters
  Score: Raw -1223281.319696 + Penalty 1552.467532 = -1221728.852164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177222.110000 sec): 3 clusters
  Score: Raw -1215032.133138 + Penalty 3104.935063 = -1211927.198075
  nChanged 6278
		SP:Iteration 1F (177222.400000 sec): 3 clusters
  Score: Raw -1218610.437400 + Penalty 3104.935063 = -1215505.502337
  nChanged 908
		SP:Iteration 2F (177222.650000 sec): 3 clusters
  Score: Raw -1219092.932159 + Penalty 3104.935063 = -1215987.997096
  nChanged 966
		SP:Iteration 3F (177222.890000 sec): 3 clusters
  Score: Raw -1219696.394361 + Penalty 3104.935063 = -1216591.459298
  nChanged 1001
		SP:Iteration 4F (177223.160000 sec): 3 clusters
  Score: Raw -1220404.796076 + Penalty 3104.935063 = -1217299.861012
  nChanged 947
		SP:Iteration 5F (177223.460000 sec): 3 clusters
  Score: Raw -1221045.356387 + Penalty 3104.935063 = -1217940.421324
  nChanged 784
		SP:Iteration 6F (177223.690000 sec): 3 clusters
  Score: Raw -1221542.819299 + Penalty 3104.935063 = -1218437.884236
  nChanged 628
		SP:Iteration 7Q (177223.980000 sec): 3 clusters
  Score: Raw -1221903.071367 + Penalty 3104.935063 = -1218798.136303
  nChanged 475
		SP:Iteration 8Q (177224.240000 sec): 3 clusters
  Score: Raw -1222176.197431 + Penalty 3104.935063 = -1219071.262368
  nChanged 378
		SP:Iteration 9Q (177224.470000 sec): 3 clusters
  Score: Raw -1222391.536738 + Penalty 3104.935063 = -1219286.601675
  nChanged 314
		SP:Iteration 10Q (177224.740000 sec): 3 clusters
  Score: Raw -1222572.484300 + Penalty 3104.935063 = -1219467.549236
  nChanged 272
		SP:Iteration 11Q (177225.000000 sec): 3 clusters
  Score: Raw -1222743.161747 + Penalty 3104.935063 = -1219638.226684
  nChanged 255
		SP:Iteration 12Q (177225.240000 sec): 3 clusters
  Score: Raw -1222908.942391 + Penalty 3104.935063 = -1219804.007328
  nChanged 198
		SP:Iteration 13Q (177225.440000 sec): 3 clusters
  Score: Raw -1223047.610615 + Penalty 3104.935063 = -1219942.675552
  nChanged 171
		SP:Iteration 14Q (177225.680000 sec): 3 clusters
  Score: Raw -1223190.790111 + Penalty 3104.935063 = -1220085.855048
  nChanged 150
		SP:Iteration 15Q (177225.950000 sec): 3 clusters
  Score: Raw -1223317.158373 + Penalty 3104.935063 = -1220212.223309
  nChanged 121
		SP:Iteration 16Q (177226.190000 sec): 3 clusters
  Score: Raw -1223413.092096 + Penalty 3104.935063 = -1220308.157033
  nChanged 98
		SP:Iteration 17Q (177226.470000 sec): 3 clusters
  Score: Raw -1223503.068819 + Penalty 3104.935063 = -1220398.133756
  nChanged 89
		SP:Iteration 18Q (177226.680000 sec): 3 clusters
  Score: Raw -1223579.874403 + Penalty 3104.935063 = -1220474.939340
  nChanged 58
		SP:Iteration 19Q (177226.920000 sec): 3 clusters
  Score: Raw -1223620.368382 + Penalty 3104.935063 = -1220515.433319
  nChanged 50
		SP:Iteration 20F (177227.190000 sec): 3 clusters
  Score: Raw -1223649.468518 + Penalty 3104.935063 = -1220544.533455
  nChanged 33
		SP:Iteration 21Q (177227.380000 sec): 3 clusters
  Score: Raw -1223676.376980 + Penalty 3104.935063 = -1220571.441916
  nChanged 31
		SP:Iteration 22Q (177227.610000 sec): 3 clusters
  Score: Raw -1223707.191906 + Penalty 3104.935063 = -1220602.256843
  nChanged 34
		SP:Iteration 23Q (177227.850000 sec): 3 clusters
  Score: Raw -1223744.891288 + Penalty 3104.935063 = -1220639.956224
  nChanged 41
		SP:Iteration 24Q (177228.090000 sec): 3 clusters
  Score: Raw -1223782.203971 + Penalty 3104.935063 = -1220677.268908
  nChanged 49
		SP:Iteration 25Q (177228.340000 sec): 3 clusters
  Score: Raw -1223816.421789 + Penalty 3104.935063 = -1220711.486726
  nChanged 45
		SP:Iteration 26Q (177228.590000 sec): 3 clusters
  Score: Raw -1223845.918856 + Penalty 3104.935063 = -1220740.983793
  nChanged 29
		SP:Iteration 27Q (177228.860000 sec): 3 clusters
  Score: Raw -1223863.208358 + Penalty 3104.935063 = -1220758.273295
  nChanged 19
		SP:Iteration 28Q (177229.090000 sec): 3 clusters
  Score: Raw -1223873.363707 + Penalty 3104.935063 = -1220768.428644
  nChanged 21
		SP:Iteration 29Q (177229.370000 sec): 3 clusters
  Score: Raw -1223882.308539 + Penalty 3104.935063 = -1220777.373476
  nChanged 11
		SP:Iteration 30Q (177229.600000 sec): 3 clusters
  Score: Raw -1223886.609460 + Penalty 3104.935063 = -1220781.674397
  nChanged 7
		SP:Iteration 31Q (177229.870000 sec): 3 clusters
  Score: Raw -1223890.230432 + Penalty 3104.935063 = -1220785.295369
  nChanged 4
		SP:Iteration 32Q (177230.090000 sec): 3 clusters
  Score: Raw -1223891.853957 + Penalty 3104.935063 = -1220786.918894
  nChanged 1
		SP:Iteration 33Q (177230.390000 sec): 3 clusters
  Score: Raw -1223892.097563 + Penalty 3104.935063 = -1220787.162500
  nChanged 2
		SP:Iteration 34Q (177230.600000 sec): 3 clusters
  Score: Raw -1223893.035669 + Penalty 3104.935063 = -1220788.100606
  nChanged 6
		SP:Iteration 35Q (177230.820000 sec): 3 clusters
  Score: Raw -1223895.700310 + Penalty 3104.935063 = -1220790.765247
  nChanged 1
		SP:Iteration 36Q (177231.030000 sec): 3 clusters
  Score: Raw -1223895.948998 + Penalty 3104.935063 = -1220791.013935
  nChanged 1
		SP:Iteration 37Q (177231.270000 sec): 3 clusters
  Score: Raw -1223896.217264 + Penalty 3104.935063 = -1220791.282201
  nChanged 2
		SP:Iteration 38Q (177231.460000 sec): 3 clusters
  Score: Raw -1223896.605240 + Penalty 3104.935063 = -1220791.670176
  nChanged 1
		SP:Iteration 39Q (177231.700000 sec): 3 clusters
  Score: Raw -1223896.823142 + Penalty 3104.935063 = -1220791.888079
  nChanged 0
		SP:Iteration 40F (177231.970000 sec): 3 clusters
  Score: Raw -1223896.823142 + Penalty 3104.935063 = -1220791.888079
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 23 (79400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177232.380000 sec): 2 clusters
  Score: Raw -7085101.931696 + Penalty 1833.366218 = -7083268.565478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177232.930000 sec): 3 clusters
  Score: Raw -7033663.023836 + Penalty 3666.732435 = -7029996.291400
  nChanged 37907
		SP:Iteration 1F (177233.480000 sec): 3 clusters
  Score: Raw -7055553.969347 + Penalty 3666.732435 = -7051887.236911
  nChanged 2732
		SP:Iteration 2Q (177234.100000 sec): 3 clusters
  Score: Raw -7056262.872146 + Penalty 3666.732435 = -7052596.139711
  nChanged 2976
		SP:Iteration 3Q (177234.690000 sec): 3 clusters
  Score: Raw -7057197.558118 + Penalty 3666.732435 = -7053530.825682
  nChanged 3616
		SP:Iteration 4Q (177235.230000 sec): 3 clusters
  Score: Raw -7058694.353624 + Penalty 3666.732435 = -7055027.621188
  nChanged 4756
		SP:Iteration 5F (177235.740000 sec): 3 clusters
  Score: Raw -7061447.492101 + Penalty 3666.732435 = -7057780.759666
  nChanged 6260
		SP:Iteration 6F (177236.250000 sec): 3 clusters
  Score: Raw -7066298.614549 + Penalty 3666.732435 = -7062631.882113
  nChanged 7039
		SP:Iteration 7F (177236.730000 sec): 3 clusters
  Score: Raw -7072600.628445 + Penalty 3666.732435 = -7068933.896010
  nChanged 5981
		SP:Iteration 8F (177237.270000 sec): 3 clusters
  Score: Raw -7077994.912395 + Penalty 3666.732435 = -7074328.179960
  nChanged 3860
		SP:Iteration 9Q (177237.800000 sec): 3 clusters
  Score: Raw -7081310.507262 + Penalty 3666.732435 = -7077643.774827
  nChanged 2272
		SP:Iteration 10Q (177238.350000 sec): 3 clusters
  Score: Raw -7083208.455408 + Penalty 3666.732435 = -7079541.722972
  nChanged 1301
		SP:Iteration 11Q (177238.920000 sec): 3 clusters
  Score: Raw -7084251.875984 + Penalty 3666.732435 = -7080585.143549
  nChanged 649
		SP:Iteration 12Q (177239.380000 sec): 3 clusters
  Score: Raw -7084752.927237 + Penalty 3666.732435 = -7081086.194802
  nChanged 345
		SP:Iteration 13Q (177239.890000 sec): 3 clusters
  Score: Raw -7085019.709400 + Penalty 3666.732435 = -7081352.976965
  nChanged 190
		SP:Iteration 14Q (177240.350000 sec): 3 clusters
  Score: Raw -7085173.260924 + Penalty 3666.732435 = -7081506.528489
  nChanged 106
		SP:Iteration 15Q (177240.810000 sec): 3 clusters
  Score: Raw -7085256.433722 + Penalty 3666.732435 = -7081589.701287
  nChanged 60
		SP:Iteration 16Q (177241.290000 sec): 3 clusters
  Score: Raw -7085300.613913 + Penalty 3666.732435 = -7081633.881478
  nChanged 48
		SP:Iteration 17Q (177241.760000 sec): 3 clusters
  Score: Raw -7085329.127191 + Penalty 3666.732435 = -7081662.394756
  nChanged 24
		SP:Iteration 18Q (177242.240000 sec): 3 clusters
  Score: Raw -7085344.805562 + Penalty 3666.732435 = -7081678.073126
  nChanged 15
		SP:Iteration 19Q (177242.750000 sec): 3 clusters
  Score: Raw -7085352.870327 + Penalty 3666.732435 = -7081686.137892
  nChanged 12
		SP:Iteration 20F (177243.230000 sec): 3 clusters
  Score: Raw -7085360.432468 + Penalty 3666.732435 = -7081693.700033
  nChanged 16
		SP:Iteration 21Q (177243.730000 sec): 3 clusters
  Score: Raw -7085370.067420 + Penalty 3666.732435 = -7081703.334985
  nChanged 9
		SP:Iteration 22Q (177244.210000 sec): 3 clusters
  Score: Raw -7085374.698229 + Penalty 3666.732435 = -7081707.965793
  nChanged 8
		SP:Iteration 23Q (177244.690000 sec): 3 clusters
  Score: Raw -7085379.782264 + Penalty 3666.732435 = -7081713.049829
  nChanged 6
		SP:Iteration 24Q (177245.130000 sec): 3 clusters
  Score: Raw -7085382.703236 + Penalty 3666.732435 = -7081715.970800
  nChanged 4
		SP:Iteration 25Q (177245.630000 sec): 3 clusters
  Score: Raw -7085384.947225 + Penalty 3666.732435 = -7081718.214790
  nChanged 1
		SP:Iteration 26Q (177246.080000 sec): 3 clusters
  Score: Raw -7085385.184953 + Penalty 3666.732435 = -7081718.452517
  nChanged 1
		SP:Iteration 27Q (177246.580000 sec): 3 clusters
  Score: Raw -7085385.750340 + Penalty 3666.732435 = -7081719.017904
  nChanged 2
		SP:Iteration 28Q (177247.130000 sec): 3 clusters
  Score: Raw -7085387.223293 + Penalty 3666.732435 = -7081720.490858
  nChanged 4
		SP:Iteration 29Q (177247.670000 sec): 3 clusters
  Score: Raw -7085391.004071 + Penalty 3666.732435 = -7081724.271636
  nChanged 7
		SP:Iteration 30Q (177248.150000 sec): 3 clusters
  Score: Raw -7085396.700225 + Penalty 3666.732435 = -7081729.967790
  nChanged 6
		SP:Iteration 31Q (177248.640000 sec): 3 clusters
  Score: Raw -7085400.830531 + Penalty 3666.732435 = -7081734.098096
  nChanged 3
		SP:Iteration 32Q (177249.180000 sec): 3 clusters
  Score: Raw -7085404.206411 + Penalty 3666.732435 = -7081737.473976
  nChanged 5
		SP:Iteration 33Q (177249.630000 sec): 3 clusters
  Score: Raw -7085408.663880 + Penalty 3666.732435 = -7081741.931445
  nChanged 7
		SP:Iteration 34Q (177250.090000 sec): 3 clusters
  Score: Raw -7085414.880131 + Penalty 3666.732435 = -7081748.147696
  nChanged 6
		SP:Iteration 35Q (177250.650000 sec): 3 clusters
  Score: Raw -7085419.618791 + Penalty 3666.732435 = -7081752.886355
  nChanged 4
		SP:Iteration 36Q (177251.200000 sec): 3 clusters
  Score: Raw -7085421.508815 + Penalty 3666.732435 = -7081754.776380
  nChanged 0
		SP:Iteration 37F (177251.730000 sec): 3 clusters
  Score: Raw -7085421.508815 + Penalty 3666.732435 = -7081754.776380
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 24 (7377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177251.890000 sec): 2 clusters
  Score: Raw -593045.445580 + Penalty 1447.244879 = -591598.200701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177252.140000 sec): 3 clusters
  Score: Raw -588971.660731 + Penalty 2894.489758 = -586077.170974
  nChanged 3125
		SP:Iteration 1F (177252.330000 sec): 3 clusters
  Score: Raw -590733.082697 + Penalty 2894.489758 = -587838.592939
  nChanged 500
		SP:Iteration 2F (177252.580000 sec): 3 clusters
  Score: Raw -590952.385025 + Penalty 2894.489758 = -588057.895268
  nChanged 396
		SP:Iteration 3F (177252.810000 sec): 3 clusters
  Score: Raw -591130.260911 + Penalty 2894.489758 = -588235.771153
  nChanged 326
		SP:Iteration 4Q (177252.990000 sec): 3 clusters
  Score: Raw -591271.965026 + Penalty 2894.489758 = -588377.475269
  nChanged 268
		SP:Iteration 5Q (177253.260000 sec): 3 clusters
  Score: Raw -591381.266842 + Penalty 2894.489758 = -588486.777084
  nChanged 245
		SP:Iteration 6Q (177253.530000 sec): 3 clusters
  Score: Raw -591499.887158 + Penalty 2894.489758 = -588605.397400
  nChanged 284
		SP:Iteration 7Q (177253.700000 sec): 3 clusters
  Score: Raw -591642.992157 + Penalty 2894.489758 = -588748.502400
  nChanged 259
		SP:Iteration 8Q (177253.920000 sec): 3 clusters
  Score: Raw -591775.364834 + Penalty 2894.489758 = -588880.875076
  nChanged 264
		SP:Iteration 9Q (177254.180000 sec): 3 clusters
  Score: Raw -591921.743150 + Penalty 2894.489758 = -589027.253393
  nChanged 278
		SP:Iteration 10Q (177254.390000 sec): 3 clusters
  Score: Raw -592099.333919 + Penalty 2894.489758 = -589204.844161
  nChanged 268
		SP:Iteration 11Q (177254.690000 sec): 3 clusters
  Score: Raw -592280.407833 + Penalty 2894.489758 = -589385.918075
  nChanged 263
		SP:Iteration 12Q (177254.910000 sec): 3 clusters
  Score: Raw -592474.790916 + Penalty 2894.489758 = -589580.301158
  nChanged 239
		SP:Iteration 13Q (177255.100000 sec): 3 clusters
  Score: Raw -592654.070245 + Penalty 2894.489758 = -589759.580487
  nChanged 209
		SP:Iteration 14Q (177255.340000 sec): 3 clusters
  Score: Raw -592803.363337 + Penalty 2894.489758 = -589908.873579
  nChanged 188
		SP:Iteration 15Q (177255.570000 sec): 3 clusters
  Score: Raw -592925.967338 + Penalty 2894.489758 = -590031.477581
  nChanged 141
		SP:Iteration 16Q (177255.740000 sec): 3 clusters
  Score: Raw -593006.717077 + Penalty 2894.489758 = -590112.227320
  nChanged 106
		SP:Iteration 17Q (177256.000000 sec): 3 clusters
  Score: Raw -593058.655170 + Penalty 2894.489758 = -590164.165412
  nChanged 83
		SP:Iteration 18Q (177256.200000 sec): 3 clusters
  Score: Raw -593096.822193 + Penalty 2894.489758 = -590202.332435
  nChanged 70
		SP:Iteration 19Q (177256.430000 sec): 3 clusters
  Score: Raw -593127.933405 + Penalty 2894.489758 = -590233.443648
  nChanged 57
		SP:Iteration 20F (177256.640000 sec): 3 clusters
  Score: Raw -593151.993111 + Penalty 2894.489758 = -590257.503354
  nChanged 59
		SP:Iteration 21Q (177256.840000 sec): 3 clusters
  Score: Raw -593179.821566 + Penalty 2894.489758 = -590285.331808
  nChanged 55
		SP:Iteration 22Q (177257.080000 sec): 3 clusters
  Score: Raw -593201.748783 + Penalty 2894.489758 = -590307.259025
  nChanged 39
		SP:Iteration 23Q (177257.320000 sec): 3 clusters
  Score: Raw -593216.343921 + Penalty 2894.489758 = -590321.854164
  nChanged 32
		SP:Iteration 24Q (177257.580000 sec): 3 clusters
  Score: Raw -593225.788202 + Penalty 2894.489758 = -590331.298444
  nChanged 20
		SP:Iteration 25Q (177257.800000 sec): 3 clusters
  Score: Raw -593232.171015 + Penalty 2894.489758 = -590337.681257
  nChanged 18
		SP:Iteration 26Q (177258.020000 sec): 3 clusters
  Score: Raw -593237.329128 + Penalty 2894.489758 = -590342.839370
  nChanged 19
		SP:Iteration 27Q (177258.270000 sec): 3 clusters
  Score: Raw -593244.276553 + Penalty 2894.489758 = -590349.786796
  nChanged 19
		SP:Iteration 28Q (177258.460000 sec): 3 clusters
  Score: Raw -593250.715485 + Penalty 2894.489758 = -590356.225728
  nChanged 13
		SP:Iteration 29Q (177258.760000 sec): 3 clusters
  Score: Raw -593255.683453 + Penalty 2894.489758 = -590361.193695
  nChanged 15
		SP:Iteration 30Q (177258.960000 sec): 3 clusters
  Score: Raw -593259.683413 + Penalty 2894.489758 = -590365.193655
  nChanged 11
		SP:Iteration 31Q (177259.200000 sec): 3 clusters
  Score: Raw -593262.159734 + Penalty 2894.489758 = -590367.669977
  nChanged 3
		SP:Iteration 32Q (177259.460000 sec): 3 clusters
  Score: Raw -593262.583879 + Penalty 2894.489758 = -590368.094121
  nChanged 2
		SP:Iteration 33Q (177259.670000 sec): 3 clusters
  Score: Raw -593262.846123 + Penalty 2894.489758 = -590368.356365
  nChanged 4
		SP:Iteration 34Q (177259.860000 sec): 3 clusters
  Score: Raw -593263.338119 + Penalty 2894.489758 = -590368.848361
  nChanged 2
		SP:Iteration 35Q (177260.100000 sec): 3 clusters
  Score: Raw -593263.554662 + Penalty 2894.489758 = -590369.064905
  nChanged 0
		SP:Iteration 36F (177260.330000 sec): 3 clusters
  Score: Raw -593263.554662 + Penalty 2894.489758 = -590369.064905
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 25 (2198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177260.410000 sec): 2 clusters
  Score: Raw -148300.928143 + Penalty 1250.486759 = -147050.441384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177260.640000 sec): 3 clusters
  Score: Raw -147340.438157 + Penalty 2500.973519 = -144839.464638
  nChanged 803
		SP:Iteration 1F (177260.810000 sec): 3 clusters
  Score: Raw -147906.879198 + Penalty 2500.973519 = -145405.905679
  nChanged 181
		SP:Iteration 2F (177260.980000 sec): 3 clusters
  Score: Raw -148033.843757 + Penalty 2500.973519 = -145532.870238
  nChanged 106
		SP:Iteration 3Q (177261.140000 sec): 3 clusters
  Score: Raw -148132.309365 + Penalty 2500.973519 = -145631.335847
  nChanged 113
		SP:Iteration 4F (177261.350000 sec): 3 clusters
  Score: Raw -148248.381983 + Penalty 2500.973519 = -145747.408464
  nChanged 114
		SP:Iteration 5F (177261.560000 sec): 3 clusters
  Score: Raw -148378.418386 + Penalty 2500.973519 = -145877.444867
  nChanged 109
		SP:Iteration 6Q (177261.750000 sec): 3 clusters
  Score: Raw -148553.661395 + Penalty 2500.973519 = -146052.687876
  nChanged 126
		SP:Iteration 7F (177261.900000 sec): 3 clusters
  Score: Raw -148780.198992 + Penalty 2500.973519 = -146279.225473
  nChanged 118
		SP:Iteration 8F (177262.150000 sec): 3 clusters
  Score: Raw -148975.812302 + Penalty 2500.973519 = -146474.838783
  nChanged 91
		SP:Iteration 9Q (177262.320000 sec): 3 clusters
  Score: Raw -149095.762989 + Penalty 2500.973519 = -146594.789470
  nChanged 85
		SP:Iteration 10Q (177262.500000 sec): 3 clusters
  Score: Raw -149191.742299 + Penalty 2500.973519 = -146690.768780
  nChanged 68
		SP:Iteration 11Q (177262.660000 sec): 3 clusters
  Score: Raw -149262.544823 + Penalty 2500.973519 = -146761.571304
  nChanged 53
		SP:Iteration 12Q (177262.870000 sec): 3 clusters
  Score: Raw -149302.858058 + Penalty 2500.973519 = -146801.884539
  nChanged 34
		SP:Iteration 13Q (177263.090000 sec): 3 clusters
  Score: Raw -149338.232815 + Penalty 2500.973519 = -146837.259296
  nChanged 30
		SP:Iteration 14Q (177263.270000 sec): 3 clusters
  Score: Raw -149373.779914 + Penalty 2500.973519 = -146872.806395
  nChanged 29
		SP:Iteration 15Q (177263.450000 sec): 3 clusters
  Score: Raw -149396.386697 + Penalty 2500.973519 = -146895.413179
  nChanged 21
		SP:Iteration 16Q (177263.580000 sec): 3 clusters
  Score: Raw -149410.874041 + Penalty 2500.973519 = -146909.900522
  nChanged 11
		SP:Iteration 17Q (177263.810000 sec): 3 clusters
  Score: Raw -149416.030575 + Penalty 2500.973519 = -146915.057056
  nChanged 3
		SP:Iteration 18Q (177264.000000 sec): 3 clusters
  Score: Raw -149417.013932 + Penalty 2500.973519 = -146916.040413
  nChanged 3
		SP:Iteration 19Q (177264.180000 sec): 3 clusters
  Score: Raw -149418.509484 + Penalty 2500.973519 = -146917.535966
  nChanged 5
		SP:Iteration 20F (177264.390000 sec): 3 clusters
  Score: Raw -149419.908472 + Penalty 2500.973519 = -146918.934953
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 26 (3019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177264.560000 sec): 2 clusters
  Score: Raw -254944.202553 + Penalty 1302.060651 = -253642.141902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177264.740000 sec): 3 clusters
  Score: Raw -253508.122104 + Penalty 2604.121302 = -250904.000801
  nChanged 1121
		SP:Iteration 1F (177264.940000 sec): 3 clusters
  Score: Raw -254215.384433 + Penalty 2604.121302 = -251611.263131
  nChanged 206
		SP:Iteration 2F (177265.160000 sec): 3 clusters
  Score: Raw -254341.899912 + Penalty 2604.121302 = -251737.778610
  nChanged 141
		SP:Iteration 3Q (177265.390000 sec): 3 clusters
  Score: Raw -254417.313151 + Penalty 2604.121302 = -251813.191848
  nChanged 101
		SP:Iteration 4Q (177265.580000 sec): 3 clusters
  Score: Raw -254470.617445 + Penalty 2604.121302 = -251866.496143
  nChanged 97
		SP:Iteration 5Q (177265.760000 sec): 3 clusters
  Score: Raw -254521.786109 + Penalty 2604.121302 = -251917.664807
  nChanged 85
		SP:Iteration 6Q (177265.960000 sec): 3 clusters
  Score: Raw -254570.750141 + Penalty 2604.121302 = -251966.628838
  nChanged 87
		SP:Iteration 7Q (177266.160000 sec): 3 clusters
  Score: Raw -254616.075534 + Penalty 2604.121302 = -252011.954232
  nChanged 59
		SP:Iteration 8Q (177266.360000 sec): 3 clusters
  Score: Raw -254641.628295 + Penalty 2604.121302 = -252037.506993
  nChanged 39
		SP:Iteration 9Q (177266.560000 sec): 3 clusters
  Score: Raw -254657.648350 + Penalty 2604.121302 = -252053.527048
  nChanged 38
		SP:Iteration 10Q (177266.700000 sec): 3 clusters
  Score: Raw -254674.618827 + Penalty 2604.121302 = -252070.497525
  nChanged 38
		SP:Iteration 11Q (177266.910000 sec): 3 clusters
  Score: Raw -254694.370687 + Penalty 2604.121302 = -252090.249385
  nChanged 45
		SP:Iteration 12Q (177267.070000 sec): 3 clusters
  Score: Raw -254717.242413 + Penalty 2604.121302 = -252113.121111
  nChanged 47
		SP:Iteration 13Q (177267.320000 sec): 3 clusters
  Score: Raw -254738.478631 + Penalty 2604.121302 = -252134.357328
  nChanged 31
		SP:Iteration 14Q (177267.550000 sec): 3 clusters
  Score: Raw -254754.655116 + Penalty 2604.121302 = -252150.533814
  nChanged 37
		SP:Iteration 15Q (177267.700000 sec): 3 clusters
  Score: Raw -254770.309050 + Penalty 2604.121302 = -252166.187748
  nChanged 35
		SP:Iteration 16Q (177267.870000 sec): 3 clusters
  Score: Raw -254785.525967 + Penalty 2604.121302 = -252181.404665
  nChanged 34
		SP:Iteration 17Q (177268.060000 sec): 3 clusters
  Score: Raw -254800.280933 + Penalty 2604.121302 = -252196.159631
  nChanged 34
		SP:Iteration 18Q (177268.250000 sec): 3 clusters
  Score: Raw -254815.116715 + Penalty 2604.121302 = -252210.995413
  nChanged 31
		SP:Iteration 19Q (177268.420000 sec): 3 clusters
  Score: Raw -254829.830154 + Penalty 2604.121302 = -252225.708852
  nChanged 34
		SP:Iteration 20F (177268.620000 sec): 3 clusters
  Score: Raw -254851.448559 + Penalty 2604.121302 = -252247.327257
  nChanged 34
		SP:Iteration 21Q (177268.790000 sec): 3 clusters
  Score: Raw -254865.713014 + Penalty 2604.121302 = -252261.591712
  nChanged 26
		SP:Iteration 22Q (177269.010000 sec): 3 clusters
  Score: Raw -254875.748380 + Penalty 2604.121302 = -252271.627078
  nChanged 26
		SP:Iteration 23Q (177269.160000 sec): 3 clusters
  Score: Raw -254885.218652 + Penalty 2604.121302 = -252281.097350
  nChanged 15
		SP:Iteration 24Q (177269.350000 sec): 3 clusters
  Score: Raw -254893.165133 + Penalty 2604.121302 = -252289.043831
  nChanged 22
		SP:Iteration 25Q (177269.470000 sec): 3 clusters
  Score: Raw -254904.515495 + Penalty 2604.121302 = -252300.394192
  nChanged 24
		SP:Iteration 26Q (177269.680000 sec): 3 clusters
  Score: Raw -254920.655644 + Penalty 2604.121302 = -252316.534342
  nChanged 25
		SP:Iteration 27Q (177269.860000 sec): 3 clusters
  Score: Raw -254931.831612 + Penalty 2604.121302 = -252327.710309
  nChanged 16
		SP:Iteration 28Q (177270.070000 sec): 3 clusters
  Score: Raw -254937.412291 + Penalty 2604.121302 = -252333.290989
  nChanged 17
		SP:Iteration 29Q (177270.230000 sec): 3 clusters
  Score: Raw -254942.335582 + Penalty 2604.121302 = -252338.214280
  nChanged 15
		SP:Iteration 30Q (177270.420000 sec): 3 clusters
  Score: Raw -254949.422372 + Penalty 2604.121302 = -252345.301070
  nChanged 9
		SP:Iteration 31Q (177270.570000 sec): 3 clusters
  Score: Raw -254953.506609 + Penalty 2604.121302 = -252349.385307
  nChanged 6
		SP:Iteration 32Q (177270.760000 sec): 3 clusters
  Score: Raw -254955.350039 + Penalty 2604.121302 = -252351.228737
  nChanged 4
		SP:Iteration 33Q (177270.940000 sec): 3 clusters
  Score: Raw -254956.544442 + Penalty 2604.121302 = -252352.423139
  nChanged 2
		SP:Iteration 34Q (177271.200000 sec): 3 clusters
  Score: Raw -254956.870569 + Penalty 2604.121302 = -252352.749267
  nChanged 0
		SP:Iteration 35F (177271.380000 sec): 3 clusters
  Score: Raw -254956.870569 + Penalty 2604.121302 = -252352.749267
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 27 (25961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177271.560000 sec): 2 clusters
  Score: Raw -2257571.396936 + Penalty 1651.706987 = -2255919.689949
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177271.920000 sec): 3 clusters
  Score: Raw -2241694.947548 + Penalty 3303.413975 = -2238391.533574
  nChanged 11783
		SP:Iteration 1F (177272.220000 sec): 3 clusters
  Score: Raw -2248383.719223 + Penalty 3303.413975 = -2245080.305249
  nChanged 1283
		SP:Iteration 2Q (177272.550000 sec): 3 clusters
  Score: Raw -2248888.085367 + Penalty 3303.413975 = -2245584.671392
  nChanged 1364
		SP:Iteration 3F (177272.890000 sec): 3 clusters
  Score: Raw -2249497.884790 + Penalty 3303.413975 = -2246194.470815
  nChanged 1394
		SP:Iteration 4F (177273.200000 sec): 3 clusters
  Score: Raw -2250274.299354 + Penalty 3303.413975 = -2246970.885380
  nChanged 1530
		SP:Iteration 5F (177273.540000 sec): 3 clusters
  Score: Raw -2251233.920768 + Penalty 3303.413975 = -2247930.506794
  nChanged 1538
		SP:Iteration 6F (177273.800000 sec): 3 clusters
  Score: Raw -2252241.589632 + Penalty 3303.413975 = -2248938.175657
  nChanged 1537
		SP:Iteration 7F (177274.110000 sec): 3 clusters
  Score: Raw -2253269.137787 + Penalty 3303.413975 = -2249965.723813
  nChanged 1430
		SP:Iteration 8F (177274.410000 sec): 3 clusters
  Score: Raw -2254179.541149 + Penalty 3303.413975 = -2250876.127174
  nChanged 1223
		SP:Iteration 9Q (177274.720000 sec): 3 clusters
  Score: Raw -2254879.924676 + Penalty 3303.413975 = -2251576.510701
  nChanged 1001
		SP:Iteration 10Q (177275.030000 sec): 3 clusters
  Score: Raw -2255363.326854 + Penalty 3303.413975 = -2252059.912879
  nChanged 856
		SP:Iteration 11Q (177275.290000 sec): 3 clusters
  Score: Raw -2255716.445113 + Penalty 3303.413975 = -2252413.031139
  nChanged 705
		SP:Iteration 12Q (177275.590000 sec): 3 clusters
  Score: Raw -2255987.591011 + Penalty 3303.413975 = -2252684.177037
  nChanged 649
		SP:Iteration 13Q (177275.930000 sec): 3 clusters
  Score: Raw -2256227.941615 + Penalty 3303.413975 = -2252924.527641
  nChanged 616
		SP:Iteration 14Q (177276.280000 sec): 3 clusters
  Score: Raw -2256447.927989 + Penalty 3303.413975 = -2253144.514015
  nChanged 570
		SP:Iteration 15Q (177276.560000 sec): 3 clusters
  Score: Raw -2256634.296094 + Penalty 3303.413975 = -2253330.882119
  nChanged 553
		SP:Iteration 16Q (177276.830000 sec): 3 clusters
  Score: Raw -2256813.188322 + Penalty 3303.413975 = -2253509.774348
  nChanged 533
		SP:Iteration 17Q (177277.140000 sec): 3 clusters
  Score: Raw -2256976.269677 + Penalty 3303.413975 = -2253672.855702
  nChanged 505
		SP:Iteration 18Q (177277.450000 sec): 3 clusters
  Score: Raw -2257117.368359 + Penalty 3303.413975 = -2253813.954384
  nChanged 461
		SP:Iteration 19Q (177277.790000 sec): 3 clusters
  Score: Raw -2257238.302594 + Penalty 3303.413975 = -2253934.888620
  nChanged 393
		SP:Iteration 20F (177278.130000 sec): 3 clusters
  Score: Raw -2257344.735672 + Penalty 3303.413975 = -2254041.321697
  nChanged 379
		SP:Iteration 21Q (177278.430000 sec): 3 clusters
  Score: Raw -2257444.686680 + Penalty 3303.413975 = -2254141.272706
  nChanged 367
		SP:Iteration 22Q (177278.760000 sec): 3 clusters
  Score: Raw -2257539.762728 + Penalty 3303.413975 = -2254236.348753
  nChanged 312
		SP:Iteration 23Q (177279.060000 sec): 3 clusters
  Score: Raw -2257619.282641 + Penalty 3303.413975 = -2254315.868666
  nChanged 288
		SP:Iteration 24Q (177279.340000 sec): 3 clusters
  Score: Raw -2257693.566656 + Penalty 3303.413975 = -2254390.152681
  nChanged 280
		SP:Iteration 25Q (177279.600000 sec): 3 clusters
  Score: Raw -2257767.216176 + Penalty 3303.413975 = -2254463.802201
  nChanged 260
		SP:Iteration 26Q (177279.910000 sec): 3 clusters
  Score: Raw -2257833.927615 + Penalty 3303.413975 = -2254530.513641
  nChanged 232
		SP:Iteration 27Q (177280.190000 sec): 3 clusters
  Score: Raw -2257902.953207 + Penalty 3303.413975 = -2254599.539232
  nChanged 245
		SP:Iteration 28Q (177280.460000 sec): 3 clusters
  Score: Raw -2257981.461982 + Penalty 3303.413975 = -2254678.048008
  nChanged 204
		SP:Iteration 29Q (177280.810000 sec): 3 clusters
  Score: Raw -2258044.186861 + Penalty 3303.413975 = -2254740.772886
  nChanged 161
		SP:Iteration 30Q (177281.060000 sec): 3 clusters
  Score: Raw -2258089.843766 + Penalty 3303.413975 = -2254786.429792
  nChanged 139
		SP:Iteration 31Q (177281.390000 sec): 3 clusters
  Score: Raw -2258127.974318 + Penalty 3303.413975 = -2254824.560343
  nChanged 116
		SP:Iteration 32Q (177281.660000 sec): 3 clusters
  Score: Raw -2258156.801404 + Penalty 3303.413975 = -2254853.387429
  nChanged 100
		SP:Iteration 33Q (177281.930000 sec): 3 clusters
  Score: Raw -2258182.723216 + Penalty 3303.413975 = -2254879.309241
  nChanged 97
		SP:Iteration 34Q (177282.230000 sec): 3 clusters
  Score: Raw -2258204.700290 + Penalty 3303.413975 = -2254901.286316
  nChanged 94
		SP:Iteration 35Q (177282.540000 sec): 3 clusters
  Score: Raw -2258224.726366 + Penalty 3303.413975 = -2254921.312391
  nChanged 82
		SP:Iteration 36Q (177282.810000 sec): 3 clusters
  Score: Raw -2258243.676419 + Penalty 3303.413975 = -2254940.262444
  nChanged 82
		SP:Iteration 37Q (177283.110000 sec): 3 clusters
  Score: Raw -2258260.595167 + Penalty 3303.413975 = -2254957.181193
  nChanged 77
		SP:Iteration 38Q (177283.460000 sec): 3 clusters
  Score: Raw -2258276.528873 + Penalty 3303.413975 = -2254973.114899
  nChanged 57
		SP:Iteration 39Q (177283.730000 sec): 3 clusters
  Score: Raw -2258286.761276 + Penalty 3303.413975 = -2254983.347301
  nChanged 56
		SP:Iteration 40F (177284.030000 sec): 3 clusters
  Score: Raw -2258296.266065 + Penalty 3303.413975 = -2254992.852090
  nChanged 42
		SP:Iteration 41Q (177284.280000 sec): 3 clusters
  Score: Raw -2258303.544423 + Penalty 3303.413975 = -2255000.130449
  nChanged 49
		SP:Iteration 42Q (177284.610000 sec): 3 clusters
  Score: Raw -2258313.238048 + Penalty 3303.413975 = -2255009.824074
  nChanged 46
		SP:Iteration 43Q (177284.880000 sec): 3 clusters
  Score: Raw -2258320.649474 + Penalty 3303.413975 = -2255017.235500
  nChanged 43
		SP:Iteration 44Q (177285.160000 sec): 3 clusters
  Score: Raw -2258327.604463 + Penalty 3303.413975 = -2255024.190489
  nChanged 35
		SP:Iteration 45Q (177285.470000 sec): 3 clusters
  Score: Raw -2258333.922474 + Penalty 3303.413975 = -2255030.508499
  nChanged 26
		SP:Iteration 46Q (177285.740000 sec): 3 clusters
  Score: Raw -2258337.765514 + Penalty 3303.413975 = -2255034.351539
  nChanged 20
		SP:Iteration 47Q (177286.020000 sec): 3 clusters
  Score: Raw -2258340.749460 + Penalty 3303.413975 = -2255037.335486
  nChanged 15
		SP:Iteration 48Q (177286.340000 sec): 3 clusters
  Score: Raw -2258343.420727 + Penalty 3303.413975 = -2255040.006752
  nChanged 21
		SP:Iteration 49Q (177286.650000 sec): 3 clusters
  Score: Raw -2258346.703118 + Penalty 3303.413975 = -2255043.289144
  nChanged 20
		SP:Iteration 50Q (177286.980000 sec): 3 clusters
  Score: Raw -2258350.383573 + Penalty 3303.413975 = -2255046.969598
  nChanged 27
		SP:Iteration 51Q (177287.300000 sec): 3 clusters
  Score: Raw -2258354.768807 + Penalty 3303.413975 = -2255051.354832
  nChanged 17
		SP:Iteration 52Q (177287.580000 sec): 3 clusters
  Score: Raw -2258356.931896 + Penalty 3303.413975 = -2255053.517921
  nChanged 15
		SP:Iteration 53Q (177287.860000 sec): 3 clusters
  Score: Raw -2258358.799562 + Penalty 3303.413975 = -2255055.385588
  nChanged 10
		SP:Iteration 54Q (177288.190000 sec): 3 clusters
  Score: Raw -2258360.203448 + Penalty 3303.413975 = -2255056.789474
  nChanged 7
		SP:Iteration 55Q (177288.450000 sec): 3 clusters
  Score: Raw -2258361.118277 + Penalty 3303.413975 = -2255057.704302
  nChanged 5
		SP:Iteration 56Q (177288.750000 sec): 3 clusters
  Score: Raw -2258361.812061 + Penalty 3303.413975 = -2255058.398087
  nChanged 7
		SP:Iteration 57Q (177289.060000 sec): 3 clusters
  Score: Raw -2258362.966039 + Penalty 3303.413975 = -2255059.552065
  nChanged 7
		SP:Iteration 58Q (177289.390000 sec): 3 clusters
  Score: Raw -2258363.965388 + Penalty 3303.413975 = -2255060.551414
  nChanged 9
		SP:Iteration 59Q (177289.720000 sec): 3 clusters
  Score: Raw -2258365.359321 + Penalty 3303.413975 = -2255061.945347
  nChanged 8
		SP:Iteration 60F (177290.000000 sec): 3 clusters
  Score: Raw -2258366.225134 + Penalty 3303.413975 = -2255062.811159
  nChanged 7
		SP:Iteration 61Q (177290.330000 sec): 3 clusters
  Score: Raw -2258367.308096 + Penalty 3303.413975 = -2255063.894121
  nChanged 7
		SP:Iteration 62Q (177290.640000 sec): 3 clusters
  Score: Raw -2258368.303091 + Penalty 3303.413975 = -2255064.889117
  nChanged 9
		SP:Iteration 63Q (177290.940000 sec): 3 clusters
  Score: Raw -2258369.474803 + Penalty 3303.413975 = -2255066.060829
  nChanged 7
		SP:Iteration 64Q (177291.180000 sec): 3 clusters
  Score: Raw -2258370.626215 + Penalty 3303.413975 = -2255067.212240
  nChanged 8
		SP:Iteration 65Q (177291.520000 sec): 3 clusters
  Score: Raw -2258371.714565 + Penalty 3303.413975 = -2255068.300591
  nChanged 6
		SP:Iteration 66Q (177291.840000 sec): 3 clusters
  Score: Raw -2258372.531596 + Penalty 3303.413975 = -2255069.117622
  nChanged 7
		SP:Iteration 67Q (177292.130000 sec): 3 clusters
  Score: Raw -2258373.226642 + Penalty 3303.413975 = -2255069.812667
  nChanged 7
		SP:Iteration 68Q (177292.450000 sec): 3 clusters
  Score: Raw -2258373.984847 + Penalty 3303.413975 = -2255070.570872
  nChanged 7
		SP:Iteration 69Q (177292.810000 sec): 3 clusters
  Score: Raw -2258374.702826 + Penalty 3303.413975 = -2255071.288852
  nChanged 4
		SP:Iteration 70Q (177293.090000 sec): 3 clusters
  Score: Raw -2258375.188563 + Penalty 3303.413975 = -2255071.774588
  nChanged 7
		SP:Iteration 71Q (177293.360000 sec): 3 clusters
  Score: Raw -2258376.180105 + Penalty 3303.413975 = -2255072.766131
  nChanged 11
		SP:Iteration 72Q (177293.700000 sec): 3 clusters
  Score: Raw -2258377.566166 + Penalty 3303.413975 = -2255074.152191
  nChanged 6
		SP:Iteration 73Q (177294.010000 sec): 3 clusters
  Score: Raw -2258378.428434 + Penalty 3303.413975 = -2255075.014459
  nChanged 9
		SP:Iteration 74Q (177294.290000 sec): 3 clusters
  Score: Raw -2258379.893978 + Penalty 3303.413975 = -2255076.480003
  nChanged 4
		SP:Iteration 75Q (177294.570000 sec): 3 clusters
  Score: Raw -2258380.409179 + Penalty 3303.413975 = -2255076.995205
  nChanged 4
		SP:Iteration 76Q (177294.820000 sec): 3 clusters
  Score: Raw -2258380.892412 + Penalty 3303.413975 = -2255077.478438
  nChanged 1
		SP:Iteration 77Q (177295.140000 sec): 3 clusters
  Score: Raw -2258380.974058 + Penalty 3303.413975 = -2255077.560083
  nChanged 1
		SP:Iteration 78Q (177295.410000 sec): 3 clusters
  Score: Raw -2258381.047521 + Penalty 3303.413975 = -2255077.633547
  nChanged 0
		SP:Iteration 79F (177295.730000 sec): 3 clusters
  Score: Raw -2258381.047521 + Penalty 3303.413975 = -2255077.633547
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 28 (31706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177295.940000 sec): 2 clusters
  Score: Raw -2610182.483241 + Penalty 1684.192448 = -2608498.290793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177296.260000 sec): 3 clusters
  Score: Raw -2590593.428143 + Penalty 3368.384895 = -2587225.043248
  nChanged 14507
		SP:Iteration 1F (177296.600000 sec): 3 clusters
  Score: Raw -2598812.473849 + Penalty 3368.384895 = -2595444.088953
  nChanged 1573
		SP:Iteration 2Q (177296.920000 sec): 3 clusters
  Score: Raw -2599469.349035 + Penalty 3368.384895 = -2596100.964140
  nChanged 1591
		SP:Iteration 3F (177297.300000 sec): 3 clusters
  Score: Raw -2600227.069221 + Penalty 3368.384895 = -2596858.684326
  nChanged 1680
		SP:Iteration 4F (177297.630000 sec): 3 clusters
  Score: Raw -2601050.605828 + Penalty 3368.384895 = -2597682.220933
  nChanged 1829
		SP:Iteration 5F (177297.950000 sec): 3 clusters
  Score: Raw -2602053.826276 + Penalty 3368.384895 = -2598685.441381
  nChanged 1901
		SP:Iteration 6F (177298.260000 sec): 3 clusters
  Score: Raw -2603129.879774 + Penalty 3368.384895 = -2599761.494878
  nChanged 1838
		SP:Iteration 7F (177298.560000 sec): 3 clusters
  Score: Raw -2604246.616645 + Penalty 3368.384895 = -2600878.231750
  nChanged 1756
		SP:Iteration 8F (177298.920000 sec): 3 clusters
  Score: Raw -2605320.974616 + Penalty 3368.384895 = -2601952.589721
  nChanged 1486
		SP:Iteration 9Q (177299.310000 sec): 3 clusters
  Score: Raw -2606121.128688 + Penalty 3368.384895 = -2602752.743793
  nChanged 1185
		SP:Iteration 10Q (177299.650000 sec): 3 clusters
  Score: Raw -2606605.750227 + Penalty 3368.384895 = -2603237.365331
  nChanged 868
		SP:Iteration 11Q (177300.030000 sec): 3 clusters
  Score: Raw -2606901.119049 + Penalty 3368.384895 = -2603532.734154
  nChanged 694
		SP:Iteration 12Q (177300.350000 sec): 3 clusters
  Score: Raw -2607123.454034 + Penalty 3368.384895 = -2603755.069138
  nChanged 569
		SP:Iteration 13Q (177300.660000 sec): 3 clusters
  Score: Raw -2607307.248342 + Penalty 3368.384895 = -2603938.863447
  nChanged 532
		SP:Iteration 14Q (177301.020000 sec): 3 clusters
  Score: Raw -2607475.847488 + Penalty 3368.384895 = -2604107.462592
  nChanged 571
		SP:Iteration 15Q (177301.360000 sec): 3 clusters
  Score: Raw -2607654.180402 + Penalty 3368.384895 = -2604285.795506
  nChanged 508
		SP:Iteration 16Q (177301.680000 sec): 3 clusters
  Score: Raw -2607814.314652 + Penalty 3368.384895 = -2604445.929757
  nChanged 495
		SP:Iteration 17Q (177302.000000 sec): 3 clusters
  Score: Raw -2607954.857847 + Penalty 3368.384895 = -2604586.472952
  nChanged 430
		SP:Iteration 18Q (177302.310000 sec): 3 clusters
  Score: Raw -2608066.912509 + Penalty 3368.384895 = -2604698.527614
  nChanged 395
		SP:Iteration 19Q (177302.620000 sec): 3 clusters
  Score: Raw -2608169.807627 + Penalty 3368.384895 = -2604801.422732
  nChanged 354
		SP:Iteration 20F (177303.010000 sec): 3 clusters
  Score: Raw -2608250.979558 + Penalty 3368.384895 = -2604882.594663
  nChanged 316
		SP:Iteration 21Q (177303.360000 sec): 3 clusters
  Score: Raw -2608320.091064 + Penalty 3368.384895 = -2604951.706169
  nChanged 304
		SP:Iteration 22Q (177303.660000 sec): 3 clusters
  Score: Raw -2608390.868166 + Penalty 3368.384895 = -2605022.483270
  nChanged 311
		SP:Iteration 23Q (177304.070000 sec): 3 clusters
  Score: Raw -2608461.659827 + Penalty 3368.384895 = -2605093.274932
  nChanged 298
		SP:Iteration 24Q (177304.450000 sec): 3 clusters
  Score: Raw -2608528.189280 + Penalty 3368.384895 = -2605159.804385
  nChanged 286
		SP:Iteration 25Q (177304.800000 sec): 3 clusters
  Score: Raw -2608594.765757 + Penalty 3368.384895 = -2605226.380861
  nChanged 268
		SP:Iteration 26Q (177305.130000 sec): 3 clusters
  Score: Raw -2608658.616932 + Penalty 3368.384895 = -2605290.232037
  nChanged 249
		SP:Iteration 27Q (177305.440000 sec): 3 clusters
  Score: Raw -2608716.389490 + Penalty 3368.384895 = -2605348.004595
  nChanged 255
		SP:Iteration 28Q (177305.800000 sec): 3 clusters
  Score: Raw -2608780.191416 + Penalty 3368.384895 = -2605411.806521
  nChanged 270
		SP:Iteration 29Q (177306.150000 sec): 3 clusters
  Score: Raw -2608852.255214 + Penalty 3368.384895 = -2605483.870318
  nChanged 263
		SP:Iteration 30Q (177306.480000 sec): 3 clusters
  Score: Raw -2608922.060923 + Penalty 3368.384895 = -2605553.676027
  nChanged 262
		SP:Iteration 31Q (177306.780000 sec): 3 clusters
  Score: Raw -2608988.889406 + Penalty 3368.384895 = -2605620.504510
  nChanged 265
		SP:Iteration 32Q (177307.090000 sec): 3 clusters
  Score: Raw -2609071.944612 + Penalty 3368.384895 = -2605703.559716
  nChanged 302
		SP:Iteration 33Q (177307.440000 sec): 3 clusters
  Score: Raw -2609168.885386 + Penalty 3368.384895 = -2605800.500491
  nChanged 285
		SP:Iteration 34Q (177307.770000 sec): 3 clusters
  Score: Raw -2609252.269890 + Penalty 3368.384895 = -2605883.884995
  nChanged 281
		SP:Iteration 35Q (177308.150000 sec): 3 clusters
  Score: Raw -2609341.031108 + Penalty 3368.384895 = -2605972.646212
  nChanged 313
		SP:Iteration 36Q (177308.530000 sec): 3 clusters
  Score: Raw -2609432.282159 + Penalty 3368.384895 = -2606063.897264
  nChanged 275
		SP:Iteration 37Q (177308.820000 sec): 3 clusters
  Score: Raw -2609509.484297 + Penalty 3368.384895 = -2606141.099402
  nChanged 280
		SP:Iteration 38Q (177309.150000 sec): 3 clusters
  Score: Raw -2609585.601955 + Penalty 3368.384895 = -2606217.217060
  nChanged 266
		SP:Iteration 39Q (177309.440000 sec): 3 clusters
  Score: Raw -2609652.488154 + Penalty 3368.384895 = -2606284.103258
  nChanged 263
		SP:Iteration 40F (177309.760000 sec): 3 clusters
  Score: Raw -2609724.057895 + Penalty 3368.384895 = -2606355.673000
  nChanged 243
		SP:Iteration 41Q (177310.100000 sec): 3 clusters
  Score: Raw -2609786.909648 + Penalty 3368.384895 = -2606418.524753
  nChanged 221
		SP:Iteration 42Q (177310.360000 sec): 3 clusters
  Score: Raw -2609849.981333 + Penalty 3368.384895 = -2606481.596438
  nChanged 233
		SP:Iteration 43Q (177310.710000 sec): 3 clusters
  Score: Raw -2609925.515079 + Penalty 3368.384895 = -2606557.130184
  nChanged 243
		SP:Iteration 44Q (177310.980000 sec): 3 clusters
  Score: Raw -2609999.794827 + Penalty 3368.384895 = -2606631.409932
  nChanged 255
		SP:Iteration 45Q (177311.280000 sec): 3 clusters
  Score: Raw -2610082.805643 + Penalty 3368.384895 = -2606714.420748
  nChanged 261
		SP:Iteration 46Q (177311.590000 sec): 3 clusters
  Score: Raw -2610167.296024 + Penalty 3368.384895 = -2606798.911128
  nChanged 251
		SP:Iteration 47Q (177311.960000 sec): 3 clusters
  Score: Raw -2610246.550649 + Penalty 3368.384895 = -2606878.165754
  nChanged 254
		SP:Iteration 48Q (177312.300000 sec): 3 clusters
  Score: Raw -2610328.148094 + Penalty 3368.384895 = -2606959.763198
  nChanged 269
		SP:Iteration 49Q (177312.650000 sec): 3 clusters
  Score: Raw -2610426.223098 + Penalty 3368.384895 = -2607057.838203
  nChanged 294
		SP:Iteration 50Q (177312.990000 sec): 3 clusters
  Score: Raw -2610538.117963 + Penalty 3368.384895 = -2607169.733068
  nChanged 301
		SP:Iteration 51Q (177313.310000 sec): 3 clusters
  Score: Raw -2610652.960460 + Penalty 3368.384895 = -2607284.575565
  nChanged 307
		SP:Iteration 52Q (177313.620000 sec): 3 clusters
  Score: Raw -2610771.571421 + Penalty 3368.384895 = -2607403.186526
  nChanged 305
		SP:Iteration 53Q (177313.960000 sec): 3 clusters
  Score: Raw -2610882.316864 + Penalty 3368.384895 = -2607513.931968
  nChanged 270
		SP:Iteration 54Q (177314.300000 sec): 3 clusters
  Score: Raw -2610972.758081 + Penalty 3368.384895 = -2607604.373185
  nChanged 245
		SP:Iteration 55Q (177314.600000 sec): 3 clusters
  Score: Raw -2611054.530739 + Penalty 3368.384895 = -2607686.145843
  nChanged 224
		SP:Iteration 56Q (177314.940000 sec): 3 clusters
  Score: Raw -2611125.256678 + Penalty 3368.384895 = -2607756.871783
  nChanged 210
		SP:Iteration 57Q (177315.300000 sec): 3 clusters
  Score: Raw -2611187.952567 + Penalty 3368.384895 = -2607819.567672
  nChanged 194
		SP:Iteration 58Q (177315.580000 sec): 3 clusters
  Score: Raw -2611241.831109 + Penalty 3368.384895 = -2607873.446214
  nChanged 168
		SP:Iteration 59Q (177315.900000 sec): 3 clusters
  Score: Raw -2611286.855592 + Penalty 3368.384895 = -2607918.470696
  nChanged 140
		SP:Iteration 60F (177316.230000 sec): 3 clusters
  Score: Raw -2611323.605102 + Penalty 3368.384895 = -2607955.220206
  nChanged 104
		SP:Iteration 61Q (177316.530000 sec): 3 clusters
  Score: Raw -2611346.817055 + Penalty 3368.384895 = -2607978.432160
  nChanged 87
		SP:Iteration 62Q (177316.860000 sec): 3 clusters
  Score: Raw -2611365.491332 + Penalty 3368.384895 = -2607997.106437
  nChanged 84
		SP:Iteration 63Q (177317.160000 sec): 3 clusters
  Score: Raw -2611385.059369 + Penalty 3368.384895 = -2608016.674473
  nChanged 75
		SP:Iteration 64Q (177317.530000 sec): 3 clusters
  Score: Raw -2611400.863053 + Penalty 3368.384895 = -2608032.478158
  nChanged 55
		SP:Iteration 65Q (177317.840000 sec): 3 clusters
  Score: Raw -2611412.063365 + Penalty 3368.384895 = -2608043.678470
  nChanged 52
		SP:Iteration 66Q (177318.180000 sec): 3 clusters
  Score: Raw -2611422.935364 + Penalty 3368.384895 = -2608054.550469
  nChanged 41
		SP:Iteration 67Q (177318.510000 sec): 3 clusters
  Score: Raw -2611429.195889 + Penalty 3368.384895 = -2608060.810994
  nChanged 33
		SP:Iteration 68Q (177318.890000 sec): 3 clusters
  Score: Raw -2611434.387604 + Penalty 3368.384895 = -2608066.002709
  nChanged 23
		SP:Iteration 69Q (177319.190000 sec): 3 clusters
  Score: Raw -2611437.978914 + Penalty 3368.384895 = -2608069.594019
  nChanged 23
		SP:Iteration 70Q (177319.500000 sec): 3 clusters
  Score: Raw -2611442.169975 + Penalty 3368.384895 = -2608073.785079
  nChanged 20
		SP:Iteration 71Q (177319.820000 sec): 3 clusters
  Score: Raw -2611444.741238 + Penalty 3368.384895 = -2608076.356343
  nChanged 6
		SP:Iteration 72Q (177320.150000 sec): 3 clusters
  Score: Raw -2611445.452378 + Penalty 3368.384895 = -2608077.067482
  nChanged 15
		SP:Iteration 73Q (177320.450000 sec): 3 clusters
  Score: Raw -2611447.525268 + Penalty 3368.384895 = -2608079.140373
  nChanged 15
		SP:Iteration 74Q (177320.790000 sec): 3 clusters
  Score: Raw -2611449.414510 + Penalty 3368.384895 = -2608081.029614
  nChanged 11
		SP:Iteration 75Q (177321.180000 sec): 3 clusters
  Score: Raw -2611450.516771 + Penalty 3368.384895 = -2608082.131876
  nChanged 10
		SP:Iteration 76Q (177321.450000 sec): 3 clusters
  Score: Raw -2611451.590264 + Penalty 3368.384895 = -2608083.205369
  nChanged 6
		SP:Iteration 77Q (177321.770000 sec): 3 clusters
  Score: Raw -2611452.059125 + Penalty 3368.384895 = -2608083.674230
  nChanged 4
		SP:Iteration 78Q (177322.130000 sec): 3 clusters
  Score: Raw -2611452.451358 + Penalty 3368.384895 = -2608084.066463
  nChanged 5
		SP:Iteration 79Q (177322.490000 sec): 3 clusters
  Score: Raw -2611452.846638 + Penalty 3368.384895 = -2608084.461743
  nChanged 3
		SP:Iteration 80F (177322.830000 sec): 3 clusters
  Score: Raw -2611453.192001 + Penalty 3368.384895 = -2608084.807105
  nChanged 2
		SP:Iteration 81Q (177323.180000 sec): 3 clusters
  Score: Raw -2611453.509652 + Penalty 3368.384895 = -2608085.124757
  nChanged 2
		SP:Iteration 82Q (177323.520000 sec): 3 clusters
  Score: Raw -2611453.768768 + Penalty 3368.384895 = -2608085.383872
  nChanged 1
		SP:Iteration 83Q (177323.820000 sec): 3 clusters
  Score: Raw -2611453.891529 + Penalty 3368.384895 = -2608085.506634
  nChanged 3
		SP:Iteration 84Q (177324.170000 sec): 3 clusters
  Score: Raw -2611454.290593 + Penalty 3368.384895 = -2608085.905698
  nChanged 3
		SP:Iteration 85Q (177324.440000 sec): 3 clusters
  Score: Raw -2611454.592723 + Penalty 3368.384895 = -2608086.207828
  nChanged 1
		SP:Iteration 86Q (177324.750000 sec): 3 clusters
  Score: Raw -2611454.679576 + Penalty 3368.384895 = -2608086.294681
  nChanged 3
		SP:Iteration 87Q (177325.120000 sec): 3 clusters
  Score: Raw -2611455.120170 + Penalty 3368.384895 = -2608086.735274
  nChanged 6
		SP:Iteration 88Q (177325.410000 sec): 3 clusters
  Score: Raw -2611456.106616 + Penalty 3368.384895 = -2608087.721720
  nChanged 6
		SP:Iteration 89Q (177325.690000 sec): 3 clusters
  Score: Raw -2611456.763567 + Penalty 3368.384895 = -2608088.378672
  nChanged 2
		SP:Iteration 90Q (177325.990000 sec): 3 clusters
  Score: Raw -2611456.978872 + Penalty 3368.384895 = -2608088.593976
  nChanged 1
		SP:Iteration 91Q (177326.350000 sec): 3 clusters
  Score: Raw -2611457.069398 + Penalty 3368.384895 = -2608088.684503
  nChanged 2
		SP:Iteration 92Q (177326.710000 sec): 3 clusters
  Score: Raw -2611457.220587 + Penalty 3368.384895 = -2608088.835692
  nChanged 1
		SP:Iteration 93Q (177327.040000 sec): 3 clusters
  Score: Raw -2611457.251409 + Penalty 3368.384895 = -2608088.866513
  nChanged 0
		SP:Iteration 94F (177327.300000 sec): 3 clusters
  Score: Raw -2611457.251409 + Penalty 3368.384895 = -2608088.866513
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 29 (508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177327.450000 sec): 2 clusters
  Score: Raw -45779.644218 + Penalty 1012.453235 = -44767.190983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177327.640000 sec): 3 clusters
  Score: Raw -45688.604835 + Penalty 2024.906470 = -43663.698364
  nChanged 132
		SP:Iteration 1F (177327.810000 sec): 3 clusters
  Score: Raw -45853.747179 + Penalty 2024.906470 = -43828.840709
  nChanged 27
		SP:Iteration 2F (177328.040000 sec): 3 clusters
  Score: Raw -45912.020281 + Penalty 2024.906470 = -43887.113811
  nChanged 19
		SP:Iteration 3Q (177328.230000 sec): 3 clusters
  Score: Raw -45937.020996 + Penalty 2024.906470 = -43912.114525
  nChanged 5
		SP:Iteration 4Q (177328.390000 sec): 3 clusters
  Score: Raw -45945.446713 + Penalty 2024.906470 = -43920.540243
  nChanged 4
		SP:Iteration 5Q (177328.590000 sec): 3 clusters
  Score: Raw -45953.650114 + Penalty 2024.906470 = -43928.743644
  nChanged 1
		SP:Iteration 6Q (177328.720000 sec): 3 clusters
  Score: Raw -45954.773346 + Penalty 2024.906470 = -43929.866876
  nChanged 1
		SP:Iteration 7Q (177328.910000 sec): 3 clusters
  Score: Raw -45957.536862 + Penalty 2024.906470 = -43932.630391
  nChanged 1
		SP:Iteration 8Q (177329.120000 sec): 3 clusters
  Score: Raw -45958.471163 + Penalty 2024.906470 = -43933.564692
  nChanged 1
		SP:Iteration 9Q (177329.310000 sec): 3 clusters
  Score: Raw -45960.822030 + Penalty 2024.906470 = -43935.915560
  nChanged 1
		SP:Iteration 10Q (177329.510000 sec): 3 clusters
  Score: Raw -45962.881774 + Penalty 2024.906470 = -43937.975304
  nChanged 1
		SP:Iteration 11Q (177329.700000 sec): 3 clusters
  Score: Raw -45963.838299 + Penalty 2024.906470 = -43938.931829
  nChanged 0
		SP:Iteration 12F (177329.900000 sec): 3 clusters
  Score: Raw -45963.838299 + Penalty 2024.906470 = -43938.931829
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 30 (4509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177330.020000 sec): 2 clusters
  Score: Raw -338802.496496 + Penalty 1367.247485 = -337435.249010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177330.240000 sec): 3 clusters
  Score: Raw -336535.268926 + Penalty 2734.494970 = -333800.773956
  nChanged 1815
		SP:Iteration 1F (177330.430000 sec): 3 clusters
  Score: Raw -337722.325839 + Penalty 2734.494970 = -334987.830868
  nChanged 421
		SP:Iteration 2F (177330.680000 sec): 3 clusters
  Score: Raw -338088.856395 + Penalty 2734.494970 = -335354.361425
  nChanged 345
		SP:Iteration 3F (177330.900000 sec): 3 clusters
  Score: Raw -338420.617884 + Penalty 2734.494970 = -335686.122913
  nChanged 289
		SP:Iteration 4F (177331.060000 sec): 3 clusters
  Score: Raw -338712.002754 + Penalty 2734.494970 = -335977.507784
  nChanged 243
		SP:Iteration 5F (177331.280000 sec): 3 clusters
  Score: Raw -338914.322665 + Penalty 2734.494970 = -336179.827695
  nChanged 175
		SP:Iteration 6Q (177331.480000 sec): 3 clusters
  Score: Raw -339028.122699 + Penalty 2734.494970 = -336293.627729
  nChanged 122
		SP:Iteration 7Q (177331.680000 sec): 3 clusters
  Score: Raw -339104.482280 + Penalty 2734.494970 = -336369.987309
  nChanged 115
		SP:Iteration 8Q (177331.900000 sec): 3 clusters
  Score: Raw -339153.344968 + Penalty 2734.494970 = -336418.849997
  nChanged 82
		SP:Iteration 9Q (177332.100000 sec): 3 clusters
  Score: Raw -339184.731543 + Penalty 2734.494970 = -336450.236573
  nChanged 69
		SP:Iteration 10Q (177332.330000 sec): 3 clusters
  Score: Raw -339207.386854 + Penalty 2734.494970 = -336472.891883
  nChanged 50
		SP:Iteration 11Q (177332.570000 sec): 3 clusters
  Score: Raw -339223.167242 + Penalty 2734.494970 = -336488.672271
  nChanged 45
		SP:Iteration 12Q (177332.780000 sec): 3 clusters
  Score: Raw -339236.688382 + Penalty 2734.494970 = -336502.193411
  nChanged 40
		SP:Iteration 13Q (177333.000000 sec): 3 clusters
  Score: Raw -339249.827241 + Penalty 2734.494970 = -336515.332270
  nChanged 37
		SP:Iteration 14Q (177333.190000 sec): 3 clusters
  Score: Raw -339260.129301 + Penalty 2734.494970 = -336525.634330
  nChanged 38
		SP:Iteration 15Q (177333.410000 sec): 3 clusters
  Score: Raw -339272.574309 + Penalty 2734.494970 = -336538.079338
  nChanged 42
		SP:Iteration 16Q (177333.630000 sec): 3 clusters
  Score: Raw -339287.516471 + Penalty 2734.494970 = -336553.021500
  nChanged 42
		SP:Iteration 17Q (177333.850000 sec): 3 clusters
  Score: Raw -339300.428580 + Penalty 2734.494970 = -336565.933609
  nChanged 36
		SP:Iteration 18Q (177334.070000 sec): 3 clusters
  Score: Raw -339311.054363 + Penalty 2734.494970 = -336576.559393
  nChanged 36
		SP:Iteration 19Q (177334.290000 sec): 3 clusters
  Score: Raw -339319.912744 + Penalty 2734.494970 = -336585.417774
  nChanged 29
		SP:Iteration 20F (177334.450000 sec): 3 clusters
  Score: Raw -339328.932313 + Penalty 2734.494970 = -336594.437343
  nChanged 29
		SP:Iteration 21Q (177334.670000 sec): 3 clusters
  Score: Raw -339337.827321 + Penalty 2734.494970 = -336603.332351
  nChanged 33
		SP:Iteration 22Q (177334.910000 sec): 3 clusters
  Score: Raw -339347.755055 + Penalty 2734.494970 = -336613.260085
  nChanged 26
		SP:Iteration 23Q (177335.050000 sec): 3 clusters
  Score: Raw -339354.029444 + Penalty 2734.494970 = -336619.534474
  nChanged 16
		SP:Iteration 24Q (177335.240000 sec): 3 clusters
  Score: Raw -339357.198441 + Penalty 2734.494970 = -336622.703470
  nChanged 19
		SP:Iteration 25Q (177335.410000 sec): 3 clusters
  Score: Raw -339363.396843 + Penalty 2734.494970 = -336628.901872
  nChanged 20
		SP:Iteration 26Q (177335.600000 sec): 3 clusters
  Score: Raw -339369.254774 + Penalty 2734.494970 = -336634.759804
  nChanged 27
		SP:Iteration 27Q (177335.770000 sec): 3 clusters
  Score: Raw -339377.023607 + Penalty 2734.494970 = -336642.528637
  nChanged 24
		SP:Iteration 28Q (177335.980000 sec): 3 clusters
  Score: Raw -339383.162263 + Penalty 2734.494970 = -336648.667292
  nChanged 15
		SP:Iteration 29Q (177336.230000 sec): 3 clusters
  Score: Raw -339386.034694 + Penalty 2734.494970 = -336651.539723
  nChanged 15
		SP:Iteration 30Q (177336.410000 sec): 3 clusters
  Score: Raw -339389.321247 + Penalty 2734.494970 = -336654.826277
  nChanged 13
		SP:Iteration 31Q (177336.600000 sec): 3 clusters
  Score: Raw -339393.088972 + Penalty 2734.494970 = -336658.594002
  nChanged 13
		SP:Iteration 32Q (177336.830000 sec): 3 clusters
  Score: Raw -339396.466784 + Penalty 2734.494970 = -336661.971813
  nChanged 21
		SP:Iteration 33Q (177337.070000 sec): 3 clusters
  Score: Raw -339403.525202 + Penalty 2734.494970 = -336669.030231
  nChanged 22
		SP:Iteration 34Q (177337.250000 sec): 3 clusters
  Score: Raw -339409.592647 + Penalty 2734.494970 = -336675.097677
  nChanged 26
		SP:Iteration 35Q (177337.480000 sec): 3 clusters
  Score: Raw -339418.939734 + Penalty 2734.494970 = -336684.444764
  nChanged 25
		SP:Iteration 36Q (177337.720000 sec): 3 clusters
  Score: Raw -339425.328184 + Penalty 2734.494970 = -336690.833214
  nChanged 19
		SP:Iteration 37Q (177337.910000 sec): 3 clusters
  Score: Raw -339429.854122 + Penalty 2734.494970 = -336695.359152
  nChanged 14
		SP:Iteration 38Q (177338.110000 sec): 3 clusters
  Score: Raw -339433.051715 + Penalty 2734.494970 = -336698.556744
  nChanged 17
		SP:Iteration 39Q (177338.360000 sec): 3 clusters
  Score: Raw -339436.812696 + Penalty 2734.494970 = -336702.317725
  nChanged 10
		SP:Iteration 40F (177338.600000 sec): 3 clusters
  Score: Raw -339438.713750 + Penalty 2734.494970 = -336704.218779
  nChanged 3
		SP:Iteration 41Q (177338.800000 sec): 3 clusters
  Score: Raw -339439.350802 + Penalty 2734.494970 = -336704.855832
  nChanged 8
		SP:Iteration 42Q (177339.030000 sec): 3 clusters
  Score: Raw -339441.404693 + Penalty 2734.494970 = -336706.909723
  nChanged 9
		SP:Iteration 43Q (177339.200000 sec): 3 clusters
  Score: Raw -339443.852386 + Penalty 2734.494970 = -336709.357415
  nChanged 11
		SP:Iteration 44Q (177339.410000 sec): 3 clusters
  Score: Raw -339446.497580 + Penalty 2734.494970 = -336712.002609
  nChanged 8
		SP:Iteration 45Q (177339.600000 sec): 3 clusters
  Score: Raw -339448.251629 + Penalty 2734.494970 = -336713.756659
  nChanged 8
		SP:Iteration 46Q (177339.840000 sec): 3 clusters
  Score: Raw -339450.168823 + Penalty 2734.494970 = -336715.673852
  nChanged 6
		SP:Iteration 47Q (177340.040000 sec): 3 clusters
  Score: Raw -339451.622600 + Penalty 2734.494970 = -336717.127629
  nChanged 7
		SP:Iteration 48Q (177340.240000 sec): 3 clusters
  Score: Raw -339453.479719 + Penalty 2734.494970 = -336718.984749
  nChanged 5
		SP:Iteration 49Q (177340.480000 sec): 3 clusters
  Score: Raw -339454.347685 + Penalty 2734.494970 = -336719.852715
  nChanged 2
		SP:Iteration 50Q (177340.650000 sec): 3 clusters
  Score: Raw -339454.542684 + Penalty 2734.494970 = -336720.047714
  nChanged 0
		SP:Iteration 51F (177340.870000 sec): 3 clusters
  Score: Raw -339454.542684 + Penalty 2734.494970 = -336720.047714
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 31 (70179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177341.200000 sec): 2 clusters
  Score: Raw -6224170.970477 + Penalty 1813.305715 = -6222357.664762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177341.690000 sec): 3 clusters
  Score: Raw -6179134.357153 + Penalty 3626.611430 = -6175507.745723
  nChanged 33150
		SP:Iteration 1F (177342.100000 sec): 3 clusters
  Score: Raw -6197993.975192 + Penalty 3626.611430 = -6194367.363762
  nChanged 2349
		SP:Iteration 2Q (177342.640000 sec): 3 clusters
  Score: Raw -6198562.093912 + Penalty 3626.611430 = -6194935.482482
  nChanged 2485
		SP:Iteration 3Q (177343.090000 sec): 3 clusters
  Score: Raw -6199208.906121 + Penalty 3626.611430 = -6195582.294691
  nChanged 2638
		SP:Iteration 4Q (177343.610000 sec): 3 clusters
  Score: Raw -6200001.483193 + Penalty 3626.611430 = -6196374.871763
  nChanged 3012
		SP:Iteration 5Q (177344.090000 sec): 3 clusters
  Score: Raw -6201109.057377 + Penalty 3626.611430 = -6197482.445947
  nChanged 3593
		SP:Iteration 6F (177344.550000 sec): 3 clusters
  Score: Raw -6202768.808737 + Penalty 3626.611430 = -6199142.197307
  nChanged 4360
		SP:Iteration 7F (177344.970000 sec): 3 clusters
  Score: Raw -6205270.936893 + Penalty 3626.611430 = -6201644.325463
  nChanged 4927
		SP:Iteration 8F (177345.450000 sec): 3 clusters
  Score: Raw -6208577.039797 + Penalty 3626.611430 = -6204950.428367
  nChanged 4916
		SP:Iteration 9F (177345.970000 sec): 3 clusters
  Score: Raw -6212294.294086 + Penalty 3626.611430 = -6208667.682656
  nChanged 4505
		SP:Iteration 10F (177346.440000 sec): 3 clusters
  Score: Raw -6216076.640799 + Penalty 3626.611430 = -6212450.029369
  nChanged 3730
		SP:Iteration 11F (177346.900000 sec): 3 clusters
  Score: Raw -6219445.222061 + Penalty 3626.611430 = -6215818.610631
  nChanged 2570
		SP:Iteration 12Q (177347.390000 sec): 3 clusters
  Score: Raw -6221786.658148 + Penalty 3626.611430 = -6218160.046718
  nChanged 1475
		SP:Iteration 13Q (177347.850000 sec): 3 clusters
  Score: Raw -6223127.896593 + Penalty 3626.611430 = -6219501.285163
  nChanged 736
		SP:Iteration 14Q (177348.330000 sec): 3 clusters
  Score: Raw -6223769.681699 + Penalty 3626.611430 = -6220143.070269
  nChanged 376
		SP:Iteration 15Q (177348.820000 sec): 3 clusters
  Score: Raw -6224110.717038 + Penalty 3626.611430 = -6220484.105608
  nChanged 194
		SP:Iteration 16Q (177349.310000 sec): 3 clusters
  Score: Raw -6224262.557705 + Penalty 3626.611430 = -6220635.946275
  nChanged 97
		SP:Iteration 17Q (177349.810000 sec): 3 clusters
  Score: Raw -6224338.123727 + Penalty 3626.611430 = -6220711.512297
  nChanged 68
		SP:Iteration 18Q (177350.280000 sec): 3 clusters
  Score: Raw -6224393.052552 + Penalty 3626.611430 = -6220766.441122
  nChanged 38
		SP:Iteration 19Q (177350.810000 sec): 3 clusters
  Score: Raw -6224426.497088 + Penalty 3626.611430 = -6220799.885658
  nChanged 25
		SP:Iteration 20F (177351.290000 sec): 3 clusters
  Score: Raw -6224448.327350 + Penalty 3626.611430 = -6220821.715920
  nChanged 22
		SP:Iteration 21Q (177351.830000 sec): 3 clusters
  Score: Raw -6224466.490192 + Penalty 3626.611430 = -6220839.878762
  nChanged 20
		SP:Iteration 22Q (177352.310000 sec): 3 clusters
  Score: Raw -6224485.961398 + Penalty 3626.611430 = -6220859.349968
  nChanged 22
		SP:Iteration 23Q (177352.780000 sec): 3 clusters
  Score: Raw -6224506.456081 + Penalty 3626.611430 = -6220879.844651
  nChanged 13
		SP:Iteration 24Q (177353.210000 sec): 3 clusters
  Score: Raw -6224519.756310 + Penalty 3626.611430 = -6220893.144880
  nChanged 13
		SP:Iteration 25Q (177353.650000 sec): 3 clusters
  Score: Raw -6224527.579609 + Penalty 3626.611430 = -6220900.968179
  nChanged 9
		SP:Iteration 26Q (177354.140000 sec): 3 clusters
  Score: Raw -6224536.601283 + Penalty 3626.611430 = -6220909.989853
  nChanged 10
		SP:Iteration 27Q (177354.600000 sec): 3 clusters
  Score: Raw -6224543.871236 + Penalty 3626.611430 = -6220917.259806
  nChanged 2
		SP:Iteration 28Q (177355.070000 sec): 3 clusters
  Score: Raw -6224545.774520 + Penalty 3626.611430 = -6220919.163090
  nChanged 2
		SP:Iteration 29Q (177355.520000 sec): 3 clusters
  Score: Raw -6224548.247090 + Penalty 3626.611430 = -6220921.635660
  nChanged 2
		SP:Iteration 30Q (177355.970000 sec): 3 clusters
  Score: Raw -6224550.390755 + Penalty 3626.611430 = -6220923.779325
  nChanged 3
		SP:Iteration 31Q (177356.400000 sec): 3 clusters
  Score: Raw -6224552.540249 + Penalty 3626.611430 = -6220925.928819
  nChanged 3
		SP:Iteration 32Q (177356.910000 sec): 3 clusters
  Score: Raw -6224554.059416 + Penalty 3626.611430 = -6220927.447986
  nChanged 6
		SP:Iteration 33Q (177357.340000 sec): 3 clusters
  Score: Raw -6224559.720184 + Penalty 3626.611430 = -6220933.108754
  nChanged 10
		SP:Iteration 34Q (177357.860000 sec): 3 clusters
  Score: Raw -6224569.153404 + Penalty 3626.611430 = -6220942.541974
  nChanged 10
		SP:Iteration 35Q (177358.360000 sec): 3 clusters
  Score: Raw -6224577.073094 + Penalty 3626.611430 = -6220950.461664
  nChanged 6
		SP:Iteration 36Q (177358.780000 sec): 3 clusters
  Score: Raw -6224580.434777 + Penalty 3626.611430 = -6220953.823347
  nChanged 3
		SP:Iteration 37Q (177359.260000 sec): 3 clusters
  Score: Raw -6224582.184544 + Penalty 3626.611430 = -6220955.573114
  nChanged 3
		SP:Iteration 38Q (177359.840000 sec): 3 clusters
  Score: Raw -6224584.191084 + Penalty 3626.611430 = -6220957.579654
  nChanged 4
		SP:Iteration 39Q (177360.310000 sec): 3 clusters
  Score: Raw -6224587.082872 + Penalty 3626.611430 = -6220960.471442
  nChanged 2
		SP:Iteration 40F (177360.780000 sec): 3 clusters
  Score: Raw -6224588.318636 + Penalty 3626.611430 = -6220961.707206
  nChanged 2
		SP:Iteration 41Q (177361.260000 sec): 3 clusters
  Score: Raw -6224589.097729 + Penalty 3626.611430 = -6220962.486299
  nChanged 3
		SP:Iteration 42Q (177361.790000 sec): 3 clusters
  Score: Raw -6224589.843513 + Penalty 3626.611430 = -6220963.232083
  nChanged 1
		SP:Iteration 43Q (177362.270000 sec): 3 clusters
  Score: Raw -6224590.676982 + Penalty 3626.611430 = -6220964.065552
  nChanged 0
		SP:Iteration 44F (177362.740000 sec): 3 clusters
  Score: Raw -6224590.676982 + Penalty 3626.611430 = -6220964.065552
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 32 (1658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177362.860000 sec): 2 clusters
  Score: Raw -134102.804379 + Penalty 1204.672192 = -132898.132186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177363.050000 sec): 3 clusters
  Score: Raw -133423.870979 + Penalty 2409.344384 = -131014.526595
  nChanged 535
		SP:Iteration 1F (177363.220000 sec): 3 clusters
  Score: Raw -133798.006360 + Penalty 2409.344384 = -131388.661975
  nChanged 123
		SP:Iteration 2F (177363.420000 sec): 3 clusters
  Score: Raw -133898.664350 + Penalty 2409.344384 = -131489.319966
  nChanged 61
		SP:Iteration 3Q (177363.660000 sec): 3 clusters
  Score: Raw -133957.631368 + Penalty 2409.344384 = -131548.286983
  nChanged 58
		SP:Iteration 4Q (177363.880000 sec): 3 clusters
  Score: Raw -134004.192155 + Penalty 2409.344384 = -131594.847770
  nChanged 43
		SP:Iteration 5Q (177364.050000 sec): 3 clusters
  Score: Raw -134037.058072 + Penalty 2409.344384 = -131627.713688
  nChanged 43
		SP:Iteration 6Q (177364.240000 sec): 3 clusters
  Score: Raw -134071.108291 + Penalty 2409.344384 = -131661.763907
  nChanged 36
		SP:Iteration 7Q (177364.440000 sec): 3 clusters
  Score: Raw -134091.892532 + Penalty 2409.344384 = -131682.548148
  nChanged 32
		SP:Iteration 8Q (177364.610000 sec): 3 clusters
  Score: Raw -134112.725333 + Penalty 2409.344384 = -131703.380949
  nChanged 31
		SP:Iteration 9Q (177364.770000 sec): 3 clusters
  Score: Raw -134135.221683 + Penalty 2409.344384 = -131725.877299
  nChanged 22
		SP:Iteration 10Q (177364.920000 sec): 3 clusters
  Score: Raw -134148.932164 + Penalty 2409.344384 = -131739.587780
  nChanged 21
		SP:Iteration 11Q (177365.110000 sec): 3 clusters
  Score: Raw -134161.306693 + Penalty 2409.344384 = -131751.962309
  nChanged 16
		SP:Iteration 12Q (177365.270000 sec): 3 clusters
  Score: Raw -134170.165698 + Penalty 2409.344384 = -131760.821314
  nChanged 18
		SP:Iteration 13Q (177365.440000 sec): 3 clusters
  Score: Raw -134181.262795 + Penalty 2409.344384 = -131771.918411
  nChanged 17
		SP:Iteration 14Q (177365.650000 sec): 3 clusters
  Score: Raw -134191.317662 + Penalty 2409.344384 = -131781.973278
  nChanged 15
		SP:Iteration 15Q (177365.850000 sec): 3 clusters
  Score: Raw -134199.488849 + Penalty 2409.344384 = -131790.144464
  nChanged 12
		SP:Iteration 16Q (177366.050000 sec): 3 clusters
  Score: Raw -134206.032969 + Penalty 2409.344384 = -131796.688585
  nChanged 13
		SP:Iteration 17Q (177366.270000 sec): 3 clusters
  Score: Raw -134211.953451 + Penalty 2409.344384 = -131802.609067
  nChanged 9
		SP:Iteration 18Q (177366.420000 sec): 3 clusters
  Score: Raw -134216.143482 + Penalty 2409.344384 = -131806.799098
  nChanged 10
		SP:Iteration 19Q (177366.600000 sec): 3 clusters
  Score: Raw -134222.826780 + Penalty 2409.344384 = -131813.482395
  nChanged 7
		SP:Iteration 20F (177366.840000 sec): 3 clusters
  Score: Raw -134230.198855 + Penalty 2409.344384 = -131820.854471
  nChanged 14
		SP:Iteration 21Q (177367.030000 sec): 3 clusters
  Score: Raw -134238.810785 + Penalty 2409.344384 = -131829.466401
  nChanged 14
		SP:Iteration 22Q (177367.270000 sec): 3 clusters
  Score: Raw -134247.972258 + Penalty 2409.344384 = -131838.627874
  nChanged 15
		SP:Iteration 23Q (177367.510000 sec): 3 clusters
  Score: Raw -134256.921530 + Penalty 2409.344384 = -131847.577146
  nChanged 15
		SP:Iteration 24Q (177367.730000 sec): 3 clusters
  Score: Raw -134267.335843 + Penalty 2409.344384 = -131857.991459
  nChanged 20
		SP:Iteration 25Q (177367.930000 sec): 3 clusters
  Score: Raw -134282.361227 + Penalty 2409.344384 = -131873.016843
  nChanged 18
		SP:Iteration 26Q (177368.090000 sec): 3 clusters
  Score: Raw -134294.105837 + Penalty 2409.344384 = -131884.761453
  nChanged 9
		SP:Iteration 27Q (177368.220000 sec): 3 clusters
  Score: Raw -134305.634690 + Penalty 2409.344384 = -131896.290306
  nChanged 19
		SP:Iteration 28Q (177368.460000 sec): 3 clusters
  Score: Raw -134316.756380 + Penalty 2409.344384 = -131907.411995
  nChanged 11
		SP:Iteration 29Q (177368.640000 sec): 3 clusters
  Score: Raw -134323.881279 + Penalty 2409.344384 = -131914.536895
  nChanged 12
		SP:Iteration 30Q (177368.760000 sec): 3 clusters
  Score: Raw -134335.713135 + Penalty 2409.344384 = -131926.368751
  nChanged 16
		SP:Iteration 31Q (177369.000000 sec): 3 clusters
  Score: Raw -134345.721527 + Penalty 2409.344384 = -131936.377143
  nChanged 8
		SP:Iteration 32Q (177369.160000 sec): 3 clusters
  Score: Raw -134350.119187 + Penalty 2409.344384 = -131940.774803
  nChanged 7
		SP:Iteration 33Q (177369.370000 sec): 3 clusters
  Score: Raw -134354.181701 + Penalty 2409.344384 = -131944.837316
  nChanged 8
		SP:Iteration 34Q (177369.550000 sec): 3 clusters
  Score: Raw -134359.052672 + Penalty 2409.344384 = -131949.708288
  nChanged 7
		SP:Iteration 35Q (177369.750000 sec): 3 clusters
  Score: Raw -134364.827611 + Penalty 2409.344384 = -131955.483227
  nChanged 9
		SP:Iteration 36Q (177369.900000 sec): 3 clusters
  Score: Raw -134371.017118 + Penalty 2409.344384 = -131961.672734
  nChanged 7
		SP:Iteration 37Q (177370.110000 sec): 3 clusters
  Score: Raw -134374.600346 + Penalty 2409.344384 = -131965.255962
  nChanged 5
		SP:Iteration 38Q (177370.300000 sec): 3 clusters
  Score: Raw -134377.452088 + Penalty 2409.344384 = -131968.107704
  nChanged 4
		SP:Iteration 39Q (177370.500000 sec): 3 clusters
  Score: Raw -134379.801805 + Penalty 2409.344384 = -131970.457421
  nChanged 2
		SP:Iteration 40F (177370.690000 sec): 3 clusters
  Score: Raw -134381.805068 + Penalty 2409.344384 = -131972.460684
  nChanged 5
		SP:Iteration 41Q (177370.870000 sec): 3 clusters
  Score: Raw -134383.968555 + Penalty 2409.344384 = -131974.624171
  nChanged 0
		SP:Iteration 42F (177371.060000 sec): 3 clusters
  Score: Raw -134383.968555 + Penalty 2409.344384 = -131974.624171
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 33 (1864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177371.130000 sec): 2 clusters
  Score: Raw -158805.357836 + Penalty 1223.702999 = -157581.654837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177371.320000 sec): 3 clusters
  Score: Raw -158048.572340 + Penalty 2447.405998 = -155601.166341
  nChanged 643
		SP:Iteration 1F (177371.500000 sec): 3 clusters
  Score: Raw -158501.224986 + Penalty 2447.405998 = -156053.818987
  nChanged 174
		SP:Iteration 2F (177371.750000 sec): 3 clusters
  Score: Raw -158654.291206 + Penalty 2447.405998 = -156206.885207
  nChanged 110
		SP:Iteration 3F (177371.920000 sec): 3 clusters
  Score: Raw -158785.137996 + Penalty 2447.405998 = -156337.731998
  nChanged 107
		SP:Iteration 4F (177372.110000 sec): 3 clusters
  Score: Raw -158893.264294 + Penalty 2447.405998 = -156445.858295
  nChanged 83
		SP:Iteration 5Q (177372.310000 sec): 3 clusters
  Score: Raw -158977.287300 + Penalty 2447.405998 = -156529.881301
  nChanged 64
		SP:Iteration 6Q (177372.510000 sec): 3 clusters
  Score: Raw -159046.947327 + Penalty 2447.405998 = -156599.541329
  nChanged 66
		SP:Iteration 7Q (177372.670000 sec): 3 clusters
  Score: Raw -159114.128805 + Penalty 2447.405998 = -156666.722806
  nChanged 48
		SP:Iteration 8Q (177372.890000 sec): 3 clusters
  Score: Raw -159161.159543 + Penalty 2447.405998 = -156713.753544
  nChanged 40
		SP:Iteration 9Q (177373.050000 sec): 3 clusters
  Score: Raw -159200.842253 + Penalty 2447.405998 = -156753.436255
  nChanged 35
		SP:Iteration 10Q (177373.240000 sec): 3 clusters
  Score: Raw -159234.441351 + Penalty 2447.405998 = -156787.035352
  nChanged 28
		SP:Iteration 11Q (177373.400000 sec): 3 clusters
  Score: Raw -159255.041538 + Penalty 2447.405998 = -156807.635539
  nChanged 18
		SP:Iteration 12Q (177373.580000 sec): 3 clusters
  Score: Raw -159265.961103 + Penalty 2447.405998 = -156818.555104
  nChanged 15
		SP:Iteration 13Q (177373.770000 sec): 3 clusters
  Score: Raw -159274.766610 + Penalty 2447.405998 = -156827.360611
  nChanged 11
		SP:Iteration 14Q (177373.920000 sec): 3 clusters
  Score: Raw -159282.099102 + Penalty 2447.405998 = -156834.693104
  nChanged 6
		SP:Iteration 15Q (177374.060000 sec): 3 clusters
  Score: Raw -159285.780461 + Penalty 2447.405998 = -156838.374463
  nChanged 6
		SP:Iteration 16Q (177374.260000 sec): 3 clusters
  Score: Raw -159290.825956 + Penalty 2447.405998 = -156843.419957
  nChanged 6
		SP:Iteration 17Q (177374.430000 sec): 3 clusters
  Score: Raw -159293.958656 + Penalty 2447.405998 = -156846.552658
  nChanged 3
		SP:Iteration 18Q (177374.580000 sec): 3 clusters
  Score: Raw -159295.477532 + Penalty 2447.405998 = -156848.071534
  nChanged 1
		SP:Iteration 19Q (177374.800000 sec): 3 clusters
  Score: Raw -159295.638932 + Penalty 2447.405998 = -156848.232934
  nChanged 0
		SP:Iteration 20F (177374.960000 sec): 3 clusters
  Score: Raw -159295.638932 + Penalty 2447.405998 = -156848.232934
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 34 (10372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177375.120000 sec): 2 clusters
  Score: Raw -831437.126279 + Penalty 1502.615586 = -829934.510693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177375.330000 sec): 3 clusters
  Score: Raw -825680.142791 + Penalty 3005.231173 = -822674.911619
  nChanged 4419
		SP:Iteration 1F (177375.510000 sec): 3 clusters
  Score: Raw -828049.640661 + Penalty 3005.231173 = -825044.409489
  nChanged 625
		SP:Iteration 2F (177375.750000 sec): 3 clusters
  Score: Raw -828324.708813 + Penalty 3005.231173 = -825319.477641
  nChanged 530
		SP:Iteration 3F (177375.960000 sec): 3 clusters
  Score: Raw -828544.401794 + Penalty 3005.231173 = -825539.170621
  nChanged 425
		SP:Iteration 4Q (177376.180000 sec): 3 clusters
  Score: Raw -828716.521812 + Penalty 3005.231173 = -825711.290639
  nChanged 371
		SP:Iteration 5Q (177376.360000 sec): 3 clusters
  Score: Raw -828874.198356 + Penalty 3005.231173 = -825868.967184
  nChanged 352
		SP:Iteration 6Q (177376.580000 sec): 3 clusters
  Score: Raw -829028.989034 + Penalty 3005.231173 = -826023.757861
  nChanged 345
		SP:Iteration 7Q (177376.800000 sec): 3 clusters
  Score: Raw -829176.686039 + Penalty 3005.231173 = -826171.454867
  nChanged 355
		SP:Iteration 8Q (177377.000000 sec): 3 clusters
  Score: Raw -829341.146870 + Penalty 3005.231173 = -826335.915697
  nChanged 368
		SP:Iteration 9Q (177377.220000 sec): 3 clusters
  Score: Raw -829537.841815 + Penalty 3005.231173 = -826532.610643
  nChanged 414
		SP:Iteration 10Q (177377.430000 sec): 3 clusters
  Score: Raw -829774.465889 + Penalty 3005.231173 = -826769.234717
  nChanged 398
		SP:Iteration 11Q (177377.640000 sec): 3 clusters
  Score: Raw -830023.360363 + Penalty 3005.231173 = -827018.129190
  nChanged 401
		SP:Iteration 12Q (177377.880000 sec): 3 clusters
  Score: Raw -830281.095170 + Penalty 3005.231173 = -827275.863997
  nChanged 365
		SP:Iteration 13Q (177378.070000 sec): 3 clusters
  Score: Raw -830522.030320 + Penalty 3005.231173 = -827516.799147
  nChanged 338
		SP:Iteration 14Q (177378.270000 sec): 3 clusters
  Score: Raw -830737.524545 + Penalty 3005.231173 = -827732.293372
  nChanged 304
		SP:Iteration 15Q (177378.460000 sec): 3 clusters
  Score: Raw -830938.356197 + Penalty 3005.231173 = -827933.125024
  nChanged 235
		SP:Iteration 16Q (177378.670000 sec): 3 clusters
  Score: Raw -831097.093918 + Penalty 3005.231173 = -828091.862745
  nChanged 200
		SP:Iteration 17Q (177378.860000 sec): 3 clusters
  Score: Raw -831229.665859 + Penalty 3005.231173 = -828224.434686
  nChanged 147
		SP:Iteration 18Q (177379.060000 sec): 3 clusters
  Score: Raw -831333.420417 + Penalty 3005.231173 = -828328.189244
  nChanged 106
		SP:Iteration 19Q (177379.300000 sec): 3 clusters
  Score: Raw -831411.973665 + Penalty 3005.231173 = -828406.742493
  nChanged 75
		SP:Iteration 20F (177379.520000 sec): 3 clusters
  Score: Raw -831475.746276 + Penalty 3005.231173 = -828470.515103
  nChanged 61
		SP:Iteration 21Q (177379.720000 sec): 3 clusters
  Score: Raw -831522.932674 + Penalty 3005.231173 = -828517.701501
  nChanged 41
		SP:Iteration 22Q (177379.900000 sec): 3 clusters
  Score: Raw -831554.908118 + Penalty 3005.231173 = -828549.676946
  nChanged 28
		SP:Iteration 23Q (177380.110000 sec): 3 clusters
  Score: Raw -831579.117797 + Penalty 3005.231173 = -828573.886624
  nChanged 23
		SP:Iteration 24Q (177380.360000 sec): 3 clusters
  Score: Raw -831599.476927 + Penalty 3005.231173 = -828594.245754
  nChanged 22
		SP:Iteration 25Q (177380.520000 sec): 3 clusters
  Score: Raw -831617.970940 + Penalty 3005.231173 = -828612.739768
  nChanged 25
		SP:Iteration 26Q (177380.720000 sec): 3 clusters
  Score: Raw -831636.651173 + Penalty 3005.231173 = -828631.420000
  nChanged 12
		SP:Iteration 27Q (177380.950000 sec): 3 clusters
  Score: Raw -831647.219501 + Penalty 3005.231173 = -828641.988328
  nChanged 19
		SP:Iteration 28Q (177381.120000 sec): 3 clusters
  Score: Raw -831660.916664 + Penalty 3005.231173 = -828655.685492
  nChanged 15
		SP:Iteration 29Q (177381.330000 sec): 3 clusters
  Score: Raw -831671.868313 + Penalty 3005.231173 = -828666.637140
  nChanged 9
		SP:Iteration 30Q (177381.550000 sec): 3 clusters
  Score: Raw -831683.435616 + Penalty 3005.231173 = -828678.204443
  nChanged 9
		SP:Iteration 31Q (177381.750000 sec): 3 clusters
  Score: Raw -831688.767420 + Penalty 3005.231173 = -828683.536248
  nChanged 6
		SP:Iteration 32Q (177381.980000 sec): 3 clusters
  Score: Raw -831693.645156 + Penalty 3005.231173 = -828688.413984
  nChanged 5
		SP:Iteration 33Q (177382.200000 sec): 3 clusters
  Score: Raw -831697.570232 + Penalty 3005.231173 = -828692.339059
  nChanged 7
		SP:Iteration 34Q (177382.430000 sec): 3 clusters
  Score: Raw -831705.673239 + Penalty 3005.231173 = -828700.442067
  nChanged 6
		SP:Iteration 35Q (177382.660000 sec): 3 clusters
  Score: Raw -831709.685083 + Penalty 3005.231173 = -828704.453910
  nChanged 4
		SP:Iteration 36Q (177382.900000 sec): 3 clusters
  Score: Raw -831713.112129 + Penalty 3005.231173 = -828707.880956
  nChanged 2
		SP:Iteration 37Q (177383.120000 sec): 3 clusters
  Score: Raw -831714.545889 + Penalty 3005.231173 = -828709.314717
  nChanged 1
		SP:Iteration 38Q (177383.340000 sec): 3 clusters
  Score: Raw -831714.861057 + Penalty 3005.231173 = -828709.629884
  nChanged 0
		SP:Iteration 39F (177383.540000 sec): 3 clusters
  Score: Raw -831714.861057 + Penalty 3005.231173 = -828709.629884
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 35 (24304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177383.700000 sec): 2 clusters
  Score: Raw -2004823.994014 + Penalty 1640.989387 = -2003183.004628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177383.980000 sec): 3 clusters
  Score: Raw -1989910.609045 + Penalty 3281.978773 = -1986628.630272
  nChanged 11122
		SP:Iteration 1F (177384.240000 sec): 3 clusters
  Score: Raw -1996161.497062 + Penalty 3281.978773 = -1992879.518289
  nChanged 1197
		SP:Iteration 2Q (177384.580000 sec): 3 clusters
  Score: Raw -1996613.155419 + Penalty 3281.978773 = -1993331.176646
  nChanged 1231
		SP:Iteration 3F (177384.870000 sec): 3 clusters
  Score: Raw -1997165.613945 + Penalty 3281.978773 = -1993883.635172
  nChanged 1390
		SP:Iteration 4F (177385.130000 sec): 3 clusters
  Score: Raw -1997923.223201 + Penalty 3281.978773 = -1994641.244428
  nChanged 1653
		SP:Iteration 5F (177385.390000 sec): 3 clusters
  Score: Raw -1999016.635283 + Penalty 3281.978773 = -1995734.656510
  nChanged 1779
		SP:Iteration 6F (177385.680000 sec): 3 clusters
  Score: Raw -2000440.515767 + Penalty 3281.978773 = -1997158.536994
  nChanged 1746
		SP:Iteration 7F (177385.960000 sec): 3 clusters
  Score: Raw -2002013.820021 + Penalty 3281.978773 = -1998731.841248
  nChanged 1374
		SP:Iteration 8F (177386.280000 sec): 3 clusters
  Score: Raw -2003276.901228 + Penalty 3281.978773 = -1999994.922455
  nChanged 856
		SP:Iteration 9Q (177386.560000 sec): 3 clusters
  Score: Raw -2004073.239169 + Penalty 3281.978773 = -2000791.260396
  nChanged 488
		SP:Iteration 10Q (177386.840000 sec): 3 clusters
  Score: Raw -2004505.929621 + Penalty 3281.978773 = -2001223.950847
  nChanged 280
		SP:Iteration 11Q (177387.160000 sec): 3 clusters
  Score: Raw -2004733.872562 + Penalty 3281.978773 = -2001451.893789
  nChanged 163
		SP:Iteration 12Q (177387.400000 sec): 3 clusters
  Score: Raw -2004863.361475 + Penalty 3281.978773 = -2001581.382702
  nChanged 104
		SP:Iteration 13Q (177387.700000 sec): 3 clusters
  Score: Raw -2004942.266482 + Penalty 3281.978773 = -2001660.287709
  nChanged 55
		SP:Iteration 14Q (177387.960000 sec): 3 clusters
  Score: Raw -2004982.295442 + Penalty 3281.978773 = -2001700.316669
  nChanged 36
		SP:Iteration 15Q (177388.210000 sec): 3 clusters
  Score: Raw -2005013.246865 + Penalty 3281.978773 = -2001731.268092
  nChanged 36
		SP:Iteration 16Q (177388.510000 sec): 3 clusters
  Score: Raw -2005042.406079 + Penalty 3281.978773 = -2001760.427306
  nChanged 21
		SP:Iteration 17Q (177388.780000 sec): 3 clusters
  Score: Raw -2005052.623802 + Penalty 3281.978773 = -2001770.645029
  nChanged 13
		SP:Iteration 18Q (177389.040000 sec): 3 clusters
  Score: Raw -2005063.113602 + Penalty 3281.978773 = -2001781.134829
  nChanged 9
		SP:Iteration 19Q (177389.320000 sec): 3 clusters
  Score: Raw -2005073.842072 + Penalty 3281.978773 = -2001791.863299
  nChanged 9
		SP:Iteration 20F (177389.590000 sec): 3 clusters
  Score: Raw -2005079.744810 + Penalty 3281.978773 = -2001797.766037
  nChanged 8
		SP:Iteration 21Q (177389.840000 sec): 3 clusters
  Score: Raw -2005086.317206 + Penalty 3281.978773 = -2001804.338433
  nChanged 6
		SP:Iteration 22Q (177390.110000 sec): 3 clusters
  Score: Raw -2005091.431992 + Penalty 3281.978773 = -2001809.453219
  nChanged 7
		SP:Iteration 23Q (177390.350000 sec): 3 clusters
  Score: Raw -2005099.167260 + Penalty 3281.978773 = -2001817.188486
  nChanged 8
		SP:Iteration 24Q (177390.660000 sec): 3 clusters
  Score: Raw -2005108.174646 + Penalty 3281.978773 = -2001826.195873
  nChanged 7
		SP:Iteration 25Q (177390.950000 sec): 3 clusters
  Score: Raw -2005119.259311 + Penalty 3281.978773 = -2001837.280538
  nChanged 6
		SP:Iteration 26Q (177391.160000 sec): 3 clusters
  Score: Raw -2005125.325908 + Penalty 3281.978773 = -2001843.347135
  nChanged 4
		SP:Iteration 27Q (177391.440000 sec): 3 clusters
  Score: Raw -2005126.738945 + Penalty 3281.978773 = -2001844.760172
  nChanged 1
		SP:Iteration 28Q (177391.710000 sec): 3 clusters
  Score: Raw -2005127.254284 + Penalty 3281.978773 = -2001845.275511
  nChanged 0
		SP:Iteration 29F (177392.000000 sec): 3 clusters
  Score: Raw -2005127.254284 + Penalty 3281.978773 = -2001845.275511
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 36 (22664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177392.170000 sec): 2 clusters
  Score: Raw -1934016.624595 + Penalty 1629.636619 = -1932386.987976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177392.430000 sec): 3 clusters
  Score: Raw -1920303.702374 + Penalty 3259.273238 = -1917044.429135
  nChanged 10244
		SP:Iteration 1F (177392.700000 sec): 3 clusters
  Score: Raw -1925689.652477 + Penalty 3259.273238 = -1922430.379239
  nChanged 940
		SP:Iteration 2Q (177392.980000 sec): 3 clusters
  Score: Raw -1925959.049461 + Penalty 3259.273238 = -1922699.776222
  nChanged 847
		SP:Iteration 3Q (177393.270000 sec): 3 clusters
  Score: Raw -1926203.070607 + Penalty 3259.273238 = -1922943.797369
  nChanged 832
		SP:Iteration 4Q (177393.570000 sec): 3 clusters
  Score: Raw -1926456.146206 + Penalty 3259.273238 = -1923196.872967
  nChanged 815
		SP:Iteration 5Q (177393.850000 sec): 3 clusters
  Score: Raw -1926717.299672 + Penalty 3259.273238 = -1923458.026434
  nChanged 770
		SP:Iteration 6Q (177394.150000 sec): 3 clusters
  Score: Raw -1926963.102332 + Penalty 3259.273238 = -1923703.829094
  nChanged 785
		SP:Iteration 7Q (177394.460000 sec): 3 clusters
  Score: Raw -1927256.952738 + Penalty 3259.273238 = -1923997.679499
  nChanged 945
		SP:Iteration 8Q (177394.740000 sec): 3 clusters
  Score: Raw -1927679.034458 + Penalty 3259.273238 = -1924419.761220
  nChanged 1097
		SP:Iteration 9Q (177395.050000 sec): 3 clusters
  Score: Raw -1928249.870812 + Penalty 3259.273238 = -1924990.597573
  nChanged 1332
		SP:Iteration 10F (177395.330000 sec): 3 clusters
  Score: Raw -1929103.016790 + Penalty 3259.273238 = -1925843.743551
  nChanged 1499
		SP:Iteration 11F (177395.630000 sec): 3 clusters
  Score: Raw -1930221.323262 + Penalty 3259.273238 = -1926962.050023
  nChanged 1519
		SP:Iteration 12F (177395.870000 sec): 3 clusters
  Score: Raw -1931509.780599 + Penalty 3259.273238 = -1928250.507360
  nChanged 1268
		SP:Iteration 13F (177396.180000 sec): 3 clusters
  Score: Raw -1932695.924775 + Penalty 3259.273238 = -1929436.651536
  nChanged 841
		SP:Iteration 14Q (177396.450000 sec): 3 clusters
  Score: Raw -1933460.908399 + Penalty 3259.273238 = -1930201.635160
  nChanged 418
		SP:Iteration 15Q (177396.700000 sec): 3 clusters
  Score: Raw -1933872.502357 + Penalty 3259.273238 = -1930613.229118
  nChanged 192
		SP:Iteration 16Q (177396.990000 sec): 3 clusters
  Score: Raw -1934068.349828 + Penalty 3259.273238 = -1930809.076589
  nChanged 70
		SP:Iteration 17Q (177397.270000 sec): 3 clusters
  Score: Raw -1934144.216899 + Penalty 3259.273238 = -1930884.943660
  nChanged 39
		SP:Iteration 18Q (177397.490000 sec): 3 clusters
  Score: Raw -1934182.954979 + Penalty 3259.273238 = -1930923.681741
  nChanged 19
		SP:Iteration 19Q (177397.790000 sec): 3 clusters
  Score: Raw -1934205.852946 + Penalty 3259.273238 = -1930946.579707
  nChanged 12
		SP:Iteration 20F (177398.090000 sec): 3 clusters
  Score: Raw -1934219.053212 + Penalty 3259.273238 = -1930959.779973
  nChanged 3
		SP:Iteration 21Q (177398.330000 sec): 3 clusters
  Score: Raw -1934223.415156 + Penalty 3259.273238 = -1930964.141918
  nChanged 3
		SP:Iteration 22Q (177398.610000 sec): 3 clusters
  Score: Raw -1934227.274157 + Penalty 3259.273238 = -1930968.000918
  nChanged 4
		SP:Iteration 23Q (177398.880000 sec): 3 clusters
  Score: Raw -1934232.737627 + Penalty 3259.273238 = -1930973.464388
  nChanged 4
		SP:Iteration 24Q (177399.170000 sec): 3 clusters
  Score: Raw -1934234.730004 + Penalty 3259.273238 = -1930975.456765
  nChanged 0
		SP:Iteration 25F (177399.420000 sec): 3 clusters
  Score: Raw -1934234.730004 + Penalty 3259.273238 = -1930975.456765
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 37 (3079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177399.550000 sec): 2 clusters
  Score: Raw -253573.507695 + Penalty 1305.258524 = -252268.249171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177399.780000 sec): 3 clusters
  Score: Raw -252060.321108 + Penalty 2610.517048 = -249449.804060
  nChanged 1196
		SP:Iteration 1F (177399.970000 sec): 3 clusters
  Score: Raw -252756.243221 + Penalty 2610.517048 = -250145.726173
  nChanged 292
		SP:Iteration 2F (177400.130000 sec): 3 clusters
  Score: Raw -252975.509369 + Penalty 2610.517048 = -250364.992321
  nChanged 206
		SP:Iteration 3F (177400.320000 sec): 3 clusters
  Score: Raw -253135.660270 + Penalty 2610.517048 = -250525.143221
  nChanged 152
		SP:Iteration 4Q (177400.490000 sec): 3 clusters
  Score: Raw -253243.255833 + Penalty 2610.517048 = -250632.738785
  nChanged 116
		SP:Iteration 5Q (177400.680000 sec): 3 clusters
  Score: Raw -253322.294617 + Penalty 2610.517048 = -250711.777569
  nChanged 104
		SP:Iteration 6Q (177400.890000 sec): 3 clusters
  Score: Raw -253391.504750 + Penalty 2610.517048 = -250780.987702
  nChanged 92
		SP:Iteration 7Q (177401.020000 sec): 3 clusters
  Score: Raw -253453.206179 + Penalty 2610.517048 = -250842.689131
  nChanged 87
		SP:Iteration 8Q (177401.240000 sec): 3 clusters
  Score: Raw -253501.177037 + Penalty 2610.517048 = -250890.659989
  nChanged 75
		SP:Iteration 9Q (177401.410000 sec): 3 clusters
  Score: Raw -253553.320017 + Penalty 2610.517048 = -250942.802969
  nChanged 83
		SP:Iteration 10Q (177401.620000 sec): 3 clusters
  Score: Raw -253601.346698 + Penalty 2610.517048 = -250990.829650
  nChanged 67
		SP:Iteration 11Q (177401.760000 sec): 3 clusters
  Score: Raw -253641.684631 + Penalty 2610.517048 = -251031.167583
  nChanged 65
		SP:Iteration 12Q (177401.940000 sec): 3 clusters
  Score: Raw -253675.430327 + Penalty 2610.517048 = -251064.913278
  nChanged 55
		SP:Iteration 13Q (177402.130000 sec): 3 clusters
  Score: Raw -253702.169113 + Penalty 2610.517048 = -251091.652065
  nChanged 46
		SP:Iteration 14Q (177402.340000 sec): 3 clusters
  Score: Raw -253728.588957 + Penalty 2610.517048 = -251118.071909
  nChanged 43
		SP:Iteration 15Q (177402.520000 sec): 3 clusters
  Score: Raw -253748.055931 + Penalty 2610.517048 = -251137.538883
  nChanged 35
		SP:Iteration 16Q (177402.720000 sec): 3 clusters
  Score: Raw -253766.931024 + Penalty 2610.517048 = -251156.413975
  nChanged 32
		SP:Iteration 17Q (177402.880000 sec): 3 clusters
  Score: Raw -253782.334076 + Penalty 2610.517048 = -251171.817028
  nChanged 33
		SP:Iteration 18Q (177403.070000 sec): 3 clusters
  Score: Raw -253796.799900 + Penalty 2610.517048 = -251186.282852
  nChanged 34
		SP:Iteration 19Q (177403.260000 sec): 3 clusters
  Score: Raw -253814.521884 + Penalty 2610.517048 = -251204.004836
  nChanged 42
		SP:Iteration 20F (177403.400000 sec): 3 clusters
  Score: Raw -253837.979590 + Penalty 2610.517048 = -251227.462542
  nChanged 41
		SP:Iteration 21Q (177403.540000 sec): 3 clusters
  Score: Raw -253862.007733 + Penalty 2610.517048 = -251251.490685
  nChanged 39
		SP:Iteration 22Q (177403.720000 sec): 3 clusters
  Score: Raw -253884.401203 + Penalty 2610.517048 = -251273.884154
  nChanged 38
		SP:Iteration 23Q (177403.900000 sec): 3 clusters
  Score: Raw -253908.497827 + Penalty 2610.517048 = -251297.980779
  nChanged 45
		SP:Iteration 24Q (177404.100000 sec): 3 clusters
  Score: Raw -253936.169576 + Penalty 2610.517048 = -251325.652528
  nChanged 45
		SP:Iteration 25Q (177404.270000 sec): 3 clusters
  Score: Raw -253968.489362 + Penalty 2610.517048 = -251357.972314
  nChanged 52
		SP:Iteration 26Q (177404.480000 sec): 3 clusters
  Score: Raw -253999.555388 + Penalty 2610.517048 = -251389.038340
  nChanged 41
		SP:Iteration 27Q (177404.700000 sec): 3 clusters
  Score: Raw -254020.215661 + Penalty 2610.517048 = -251409.698613
  nChanged 43
		SP:Iteration 28Q (177404.870000 sec): 3 clusters
  Score: Raw -254049.438700 + Penalty 2610.517048 = -251438.921652
  nChanged 43
		SP:Iteration 29Q (177405.060000 sec): 3 clusters
  Score: Raw -254084.397817 + Penalty 2610.517048 = -251473.880769
  nChanged 49
		SP:Iteration 30Q (177405.240000 sec): 3 clusters
  Score: Raw -254113.653679 + Penalty 2610.517048 = -251503.136631
  nChanged 48
		SP:Iteration 31Q (177405.450000 sec): 3 clusters
  Score: Raw -254144.874556 + Penalty 2610.517048 = -251534.357508
  nChanged 42
		SP:Iteration 32Q (177405.610000 sec): 3 clusters
  Score: Raw -254177.158540 + Penalty 2610.517048 = -251566.641492
  nChanged 42
		SP:Iteration 33Q (177405.800000 sec): 3 clusters
  Score: Raw -254215.244616 + Penalty 2610.517048 = -251604.727568
  nChanged 46
		SP:Iteration 34Q (177405.960000 sec): 3 clusters
  Score: Raw -254254.145278 + Penalty 2610.517048 = -251643.628230
  nChanged 46
		SP:Iteration 35Q (177406.150000 sec): 3 clusters
  Score: Raw -254303.577982 + Penalty 2610.517048 = -251693.060934
  nChanged 60
		SP:Iteration 36Q (177406.280000 sec): 3 clusters
  Score: Raw -254370.659183 + Penalty 2610.517048 = -251760.142134
  nChanged 61
		SP:Iteration 37Q (177406.490000 sec): 3 clusters
  Score: Raw -254433.205163 + Penalty 2610.517048 = -251822.688115
  nChanged 50
		SP:Iteration 38Q (177406.660000 sec): 3 clusters
  Score: Raw -254503.554440 + Penalty 2610.517048 = -251893.037392
  nChanged 57
		SP:Iteration 39Q (177406.860000 sec): 3 clusters
  Score: Raw -254604.771794 + Penalty 2610.517048 = -251994.254746
  nChanged 53
		SP:Iteration 40F (177407.060000 sec): 3 clusters
  Score: Raw -254678.941159 + Penalty 2610.517048 = -252068.424111
  nChanged 42
		SP:Iteration 41Q (177407.230000 sec): 3 clusters
  Score: Raw -254723.407457 + Penalty 2610.517048 = -252112.890409
  nChanged 39
		SP:Iteration 42Q (177407.430000 sec): 3 clusters
  Score: Raw -254756.431877 + Penalty 2610.517048 = -252145.914829
  nChanged 29
		SP:Iteration 43Q (177407.600000 sec): 3 clusters
  Score: Raw -254778.503950 + Penalty 2610.517048 = -252167.986902
  nChanged 20
		SP:Iteration 44Q (177407.830000 sec): 3 clusters
  Score: Raw -254788.606361 + Penalty 2610.517048 = -252178.089313
  nChanged 15
		SP:Iteration 45Q (177408.040000 sec): 3 clusters
  Score: Raw -254796.682205 + Penalty 2610.517048 = -252186.165157
  nChanged 13
		SP:Iteration 46Q (177408.230000 sec): 3 clusters
  Score: Raw -254803.680623 + Penalty 2610.517048 = -252193.163575
  nChanged 14
		SP:Iteration 47Q (177408.430000 sec): 3 clusters
  Score: Raw -254812.527211 + Penalty 2610.517048 = -252202.010163
  nChanged 14
		SP:Iteration 48Q (177408.590000 sec): 3 clusters
  Score: Raw -254824.558390 + Penalty 2610.517048 = -252214.041342
  nChanged 14
		SP:Iteration 49Q (177408.790000 sec): 3 clusters
  Score: Raw -254837.983211 + Penalty 2610.517048 = -252227.466163
  nChanged 20
		SP:Iteration 50Q (177408.970000 sec): 3 clusters
  Score: Raw -254864.591308 + Penalty 2610.517048 = -252254.074260
  nChanged 27
		SP:Iteration 51Q (177409.140000 sec): 3 clusters
  Score: Raw -254896.796487 + Penalty 2610.517048 = -252286.279439
  nChanged 20
		SP:Iteration 52Q (177409.340000 sec): 3 clusters
  Score: Raw -254921.037499 + Penalty 2610.517048 = -252310.520451
  nChanged 20
		SP:Iteration 53Q (177409.520000 sec): 3 clusters
  Score: Raw -254952.699293 + Penalty 2610.517048 = -252342.182245
  nChanged 21
		SP:Iteration 54Q (177409.700000 sec): 3 clusters
  Score: Raw -254993.790420 + Penalty 2610.517048 = -252383.273372
  nChanged 25
		SP:Iteration 55Q (177409.880000 sec): 3 clusters
  Score: Raw -255030.944368 + Penalty 2610.517048 = -252420.427320
  nChanged 24
		SP:Iteration 56Q (177410.050000 sec): 3 clusters
  Score: Raw -255072.682401 + Penalty 2610.517048 = -252462.165353
  nChanged 18
		SP:Iteration 57Q (177410.250000 sec): 3 clusters
  Score: Raw -255108.069274 + Penalty 2610.517048 = -252497.552226
  nChanged 15
		SP:Iteration 58Q (177410.420000 sec): 3 clusters
  Score: Raw -255132.954554 + Penalty 2610.517048 = -252522.437506
  nChanged 12
		SP:Iteration 59Q (177410.640000 sec): 3 clusters
  Score: Raw -255144.181963 + Penalty 2610.517048 = -252533.664915
  nChanged 11
		SP:Iteration 60F (177410.810000 sec): 3 clusters
  Score: Raw -255155.347395 + Penalty 2610.517048 = -252544.830346
  nChanged 7
		SP:Iteration 61Q (177410.980000 sec): 3 clusters
  Score: Raw -255157.951829 + Penalty 2610.517048 = -252547.434781
  nChanged 2
		SP:Iteration 62Q (177411.180000 sec): 3 clusters
  Score: Raw -255158.273706 + Penalty 2610.517048 = -252547.756658
  nChanged 0
		SP:Iteration 63F (177411.360000 sec): 3 clusters
  Score: Raw -255158.273706 + Penalty 2610.517048 = -252547.756658
  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 10.71 GB.

 Trying to split cluster 38 (44777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177411.620000 sec): 2 clusters
  Score: Raw -4232241.467677 + Penalty 1740.285608 = -4230501.182070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177411.980000 sec): 3 clusters
  Score: Raw -4204119.470541 + Penalty 3480.571215 = -4200638.899326
  nChanged 20683
		SP:Iteration 1F (177412.270000 sec): 3 clusters
  Score: Raw -4215626.965364 + Penalty 3480.571215 = -4212146.394148
  nChanged 1434
		SP:Iteration 2Q (177412.680000 sec): 3 clusters
  Score: Raw -4215945.362661 + Penalty 3480.571215 = -4212464.791446
  nChanged 1388
		SP:Iteration 3Q (177413.050000 sec): 3 clusters
  Score: Raw -4216258.838445 + Penalty 3480.571215 = -4212778.267229
  nChanged 1343
		SP:Iteration 4Q (177413.410000 sec): 3 clusters
  Score: Raw -4216576.735161 + Penalty 3480.571215 = -4213096.163946
  nChanged 1333
		SP:Iteration 5Q (177413.800000 sec): 3 clusters
  Score: Raw -4216921.881509 + Penalty 3480.571215 = -4213441.310294
  nChanged 1360
		SP:Iteration 6Q (177414.160000 sec): 3 clusters
  Score: Raw -4217310.850499 + Penalty 3480.571215 = -4213830.279284
  nChanged 1411
		SP:Iteration 7Q (177414.540000 sec): 3 clusters
  Score: Raw -4217787.421661 + Penalty 3480.571215 = -4214306.850445
  nChanged 1620
		SP:Iteration 8Q (177414.930000 sec): 3 clusters
  Score: Raw -4218520.066549 + Penalty 3480.571215 = -4215039.495333
  nChanged 1891
		SP:Iteration 9Q (177415.340000 sec): 3 clusters
  Score: Raw -4219605.260024 + Penalty 3480.571215 = -4216124.688809
  nChanged 2253
		SP:Iteration 10F (177415.720000 sec): 3 clusters
  Score: Raw -4221162.512860 + Penalty 3480.571215 = -4217681.941644
  nChanged 2486
		SP:Iteration 11F (177416.060000 sec): 3 clusters
  Score: Raw -4223106.921268 + Penalty 3480.571215 = -4219626.350053
  nChanged 2498
		SP:Iteration 12F (177416.460000 sec): 3 clusters
  Score: Raw -4224902.867045 + Penalty 3480.571215 = -4221422.295829
  nChanged 2068
		SP:Iteration 13Q (177416.820000 sec): 3 clusters
  Score: Raw -4226051.250859 + Penalty 3480.571215 = -4222570.679643
  nChanged 1424
		SP:Iteration 14Q (177417.200000 sec): 3 clusters
  Score: Raw -4226619.781810 + Penalty 3480.571215 = -4223139.210595
  nChanged 967
		SP:Iteration 15Q (177417.580000 sec): 3 clusters
  Score: Raw -4226931.455637 + Penalty 3480.571215 = -4223450.884422
  nChanged 745
		SP:Iteration 16Q (177417.900000 sec): 3 clusters
  Score: Raw -4227176.618828 + Penalty 3480.571215 = -4223696.047612
  nChanged 741
		SP:Iteration 17Q (177418.270000 sec): 3 clusters
  Score: Raw -4227441.244839 + Penalty 3480.571215 = -4223960.673624
  nChanged 778
		SP:Iteration 18Q (177418.600000 sec): 3 clusters
  Score: Raw -4227743.958924 + Penalty 3480.571215 = -4224263.387709
  nChanged 840
		SP:Iteration 19Q (177418.990000 sec): 3 clusters
  Score: Raw -4228128.117682 + Penalty 3480.571215 = -4224647.546466
  nChanged 869
		SP:Iteration 20F (177419.350000 sec): 3 clusters
  Score: Raw -4228543.041724 + Penalty 3480.571215 = -4225062.470508
  nChanged 826
		SP:Iteration 21Q (177419.690000 sec): 3 clusters
  Score: Raw -4228935.884925 + Penalty 3480.571215 = -4225455.313709
  nChanged 761
		SP:Iteration 22Q (177420.060000 sec): 3 clusters
  Score: Raw -4229298.077299 + Penalty 3480.571215 = -4225817.506084
  nChanged 716
		SP:Iteration 23Q (177420.400000 sec): 3 clusters
  Score: Raw -4229656.805030 + Penalty 3480.571215 = -4226176.233815
  nChanged 697
		SP:Iteration 24Q (177420.780000 sec): 3 clusters
  Score: Raw -4230023.763547 + Penalty 3480.571215 = -4226543.192331
  nChanged 688
		SP:Iteration 25Q (177421.180000 sec): 3 clusters
  Score: Raw -4230431.720108 + Penalty 3480.571215 = -4226951.148892
  nChanged 655
		SP:Iteration 26Q (177421.510000 sec): 3 clusters
  Score: Raw -4230859.813218 + Penalty 3480.571215 = -4227379.242002
  nChanged 562
		SP:Iteration 27Q (177421.830000 sec): 3 clusters
  Score: Raw -4231252.648260 + Penalty 3480.571215 = -4227772.077045
  nChanged 469
		SP:Iteration 28Q (177422.140000 sec): 3 clusters
  Score: Raw -4231591.613802 + Penalty 3480.571215 = -4228111.042587
  nChanged 352
		SP:Iteration 29Q (177422.420000 sec): 3 clusters
  Score: Raw -4231842.719348 + Penalty 3480.571215 = -4228362.148133
  nChanged 268
		SP:Iteration 30Q (177422.760000 sec): 3 clusters
  Score: Raw -4232025.158228 + Penalty 3480.571215 = -4228544.587013
  nChanged 175
		SP:Iteration 31Q (177423.050000 sec): 3 clusters
  Score: Raw -4232155.086999 + Penalty 3480.571215 = -4228674.515783
  nChanged 126
		SP:Iteration 32Q (177423.400000 sec): 3 clusters
  Score: Raw -4232242.800798 + Penalty 3480.571215 = -4228762.229583
  nChanged 73
		SP:Iteration 33Q (177423.710000 sec): 3 clusters
  Score: Raw -4232290.363518 + Penalty 3480.571215 = -4228809.792302
  nChanged 51
		SP:Iteration 34Q (177424.060000 sec): 3 clusters
  Score: Raw -4232329.509796 + Penalty 3480.571215 = -4228848.938580
  nChanged 40
		SP:Iteration 35Q (177424.420000 sec): 3 clusters
  Score: Raw -4232359.557605 + Penalty 3480.571215 = -4228878.986390
  nChanged 32
		SP:Iteration 36Q (177424.810000 sec): 3 clusters
  Score: Raw -4232381.731241 + Penalty 3480.571215 = -4228901.160026
  nChanged 16
		SP:Iteration 37Q (177425.200000 sec): 3 clusters
  Score: Raw -4232393.485793 + Penalty 3480.571215 = -4228912.914577
  nChanged 11
		SP:Iteration 38Q (177425.550000 sec): 3 clusters
  Score: Raw -4232404.889399 + Penalty 3480.571215 = -4228924.318183
  nChanged 12
		SP:Iteration 39Q (177425.900000 sec): 3 clusters
  Score: Raw -4232414.194526 + Penalty 3480.571215 = -4228933.623311
  nChanged 10
		SP:Iteration 40F (177426.270000 sec): 3 clusters
  Score: Raw -4232422.178116 + Penalty 3480.571215 = -4228941.606901
  nChanged 7
		SP:Iteration 41Q (177426.580000 sec): 3 clusters
  Score: Raw -4232429.747385 + Penalty 3480.571215 = -4228949.176169
  nChanged 9
		SP:Iteration 42Q (177426.900000 sec): 3 clusters
  Score: Raw -4232437.315005 + Penalty 3480.571215 = -4228956.743789
  nChanged 8
		SP:Iteration 43Q (177427.250000 sec): 3 clusters
  Score: Raw -4232446.813774 + Penalty 3480.571215 = -4228966.242559
  nChanged 10
		SP:Iteration 44Q (177427.610000 sec): 3 clusters
  Score: Raw -4232455.889322 + Penalty 3480.571215 = -4228975.318107
  nChanged 6
		SP:Iteration 45Q (177427.910000 sec): 3 clusters
  Score: Raw -4232459.232196 + Penalty 3480.571215 = -4228978.660981
  nChanged 2
		SP:Iteration 46Q (177428.250000 sec): 3 clusters
  Score: Raw -4232461.846096 + Penalty 3480.571215 = -4228981.274881
  nChanged 2
		SP:Iteration 47Q (177428.630000 sec): 3 clusters
  Score: Raw -4232464.927336 + Penalty 3480.571215 = -4228984.356120
  nChanged 3
		SP:Iteration 48Q (177428.980000 sec): 3 clusters
  Score: Raw -4232466.883904 + Penalty 3480.571215 = -4228986.312688
  nChanged 1
		SP:Iteration 49Q (177429.320000 sec): 3 clusters
  Score: Raw -4232467.307119 + Penalty 3480.571215 = -4228986.735903
  nChanged 1
		SP:Iteration 50Q (177429.670000 sec): 3 clusters
  Score: Raw -4232467.538437 + Penalty 3480.571215 = -4228986.967221
  nChanged 0
		SP:Iteration 51F (177430.050000 sec): 3 clusters
  Score: Raw -4232467.538437 + Penalty 3480.571215 = -4228986.967221
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 39 (9083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177430.200000 sec): 2 clusters
  Score: Raw -744496.358339 + Penalty 1481.050970 = -743015.307369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177430.490000 sec): 3 clusters
  Score: Raw -739387.320294 + Penalty 2962.101939 = -736425.218354
  nChanged 3907
		SP:Iteration 1F (177430.650000 sec): 3 clusters
  Score: Raw -741459.546114 + Penalty 2962.101939 = -738497.444174
  nChanged 486
		SP:Iteration 2F (177430.860000 sec): 3 clusters
  Score: Raw -741682.504826 + Penalty 2962.101939 = -738720.402886
  nChanged 449
		SP:Iteration 3Q (177431.110000 sec): 3 clusters
  Score: Raw -741872.490033 + Penalty 2962.101939 = -738910.388094
  nChanged 364
		SP:Iteration 4Q (177431.300000 sec): 3 clusters
  Score: Raw -742033.023457 + Penalty 2962.101939 = -739070.921517
  nChanged 381
		SP:Iteration 5Q (177431.540000 sec): 3 clusters
  Score: Raw -742197.507515 + Penalty 2962.101939 = -739235.405576
  nChanged 372
		SP:Iteration 6Q (177431.740000 sec): 3 clusters
  Score: Raw -742376.378236 + Penalty 2962.101939 = -739414.276297
  nChanged 407
		SP:Iteration 7Q (177432.000000 sec): 3 clusters
  Score: Raw -742611.891759 + Penalty 2962.101939 = -739649.789820
  nChanged 460
		SP:Iteration 8F (177432.190000 sec): 3 clusters
  Score: Raw -742925.033564 + Penalty 2962.101939 = -739962.931624
  nChanged 507
		SP:Iteration 9F (177432.420000 sec): 3 clusters
  Score: Raw -743309.006768 + Penalty 2962.101939 = -740346.904829
  nChanged 495
		SP:Iteration 10F (177432.650000 sec): 3 clusters
  Score: Raw -743711.411532 + Penalty 2962.101939 = -740749.309593
  nChanged 410
		SP:Iteration 11Q (177432.840000 sec): 3 clusters
  Score: Raw -744042.822495 + Penalty 2962.101939 = -741080.720555
  nChanged 311
		SP:Iteration 12Q (177433.080000 sec): 3 clusters
  Score: Raw -744302.314885 + Penalty 2962.101939 = -741340.212946
  nChanged 205
		SP:Iteration 13Q (177433.230000 sec): 3 clusters
  Score: Raw -744485.473550 + Penalty 2962.101939 = -741523.371610
  nChanged 123
		SP:Iteration 14Q (177433.450000 sec): 3 clusters
  Score: Raw -744600.257104 + Penalty 2962.101939 = -741638.155165
  nChanged 55
		SP:Iteration 15Q (177433.660000 sec): 3 clusters
  Score: Raw -744648.011671 + Penalty 2962.101939 = -741685.909732
  nChanged 35
		SP:Iteration 16Q (177433.890000 sec): 3 clusters
  Score: Raw -744676.078202 + Penalty 2962.101939 = -741713.976262
  nChanged 15
		SP:Iteration 17Q (177434.120000 sec): 3 clusters
  Score: Raw -744692.872789 + Penalty 2962.101939 = -741730.770849
  nChanged 8
		SP:Iteration 18Q (177434.290000 sec): 3 clusters
  Score: Raw -744702.178287 + Penalty 2962.101939 = -741740.076348
  nChanged 8
		SP:Iteration 19Q (177434.530000 sec): 3 clusters
  Score: Raw -744709.738935 + Penalty 2962.101939 = -741747.636995
  nChanged 8
		SP:Iteration 20F (177434.740000 sec): 3 clusters
  Score: Raw -744716.105143 + Penalty 2962.101939 = -741754.003204
  nChanged 4
		SP:Iteration 21Q (177434.940000 sec): 3 clusters
  Score: Raw -744721.707985 + Penalty 2962.101939 = -741759.606046
  nChanged 3
		SP:Iteration 22Q (177435.140000 sec): 3 clusters
  Score: Raw -744727.629605 + Penalty 2962.101939 = -741765.527666
  nChanged 4
		SP:Iteration 23Q (177435.320000 sec): 3 clusters
  Score: Raw -744734.965121 + Penalty 2962.101939 = -741772.863181
  nChanged 5
		SP:Iteration 24Q (177435.570000 sec): 3 clusters
  Score: Raw -744740.067807 + Penalty 2962.101939 = -741777.965868
  nChanged 3
		SP:Iteration 25Q (177435.780000 sec): 3 clusters
  Score: Raw -744745.131285 + Penalty 2962.101939 = -741783.029346
  nChanged 4
		SP:Iteration 26Q (177435.960000 sec): 3 clusters
  Score: Raw -744749.419443 + Penalty 2962.101939 = -741787.317504
  nChanged 2
		SP:Iteration 27Q (177436.190000 sec): 3 clusters
  Score: Raw -744751.454682 + Penalty 2962.101939 = -741789.352743
  nChanged 2
		SP:Iteration 28Q (177436.360000 sec): 3 clusters
  Score: Raw -744753.408651 + Penalty 2962.101939 = -741791.306711
  nChanged 0
		SP:Iteration 29F (177436.590000 sec): 3 clusters
  Score: Raw -744753.408651 + Penalty 2962.101939 = -741791.306711
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 40 (3275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177436.710000 sec): 2 clusters
  Score: Raw -275809.669486 + Penalty 1315.286887 = -274494.382600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177436.860000 sec): 3 clusters
  Score: Raw -274265.096894 + Penalty 2630.573773 = -271634.523120
  nChanged 1236
		SP:Iteration 1F (177437.060000 sec): 3 clusters
  Score: Raw -275022.965189 + Penalty 2630.573773 = -272392.391416
  nChanged 275
		SP:Iteration 2F (177437.200000 sec): 3 clusters
  Score: Raw -275254.861110 + Penalty 2630.573773 = -272624.287337
  nChanged 208
		SP:Iteration 3F (177437.410000 sec): 3 clusters
  Score: Raw -275421.420210 + Penalty 2630.573773 = -272790.846437
  nChanged 162
		SP:Iteration 4Q (177437.580000 sec): 3 clusters
  Score: Raw -275537.321863 + Penalty 2630.573773 = -272906.748090
  nChanged 141
		SP:Iteration 5Q (177437.740000 sec): 3 clusters
  Score: Raw -275637.390127 + Penalty 2630.573773 = -273006.816354
  nChanged 118
		SP:Iteration 6Q (177437.920000 sec): 3 clusters
  Score: Raw -275717.338051 + Penalty 2630.573773 = -273086.764278
  nChanged 104
		SP:Iteration 7Q (177438.140000 sec): 3 clusters
  Score: Raw -275785.301453 + Penalty 2630.573773 = -273154.727680
  nChanged 89
		SP:Iteration 8Q (177438.320000 sec): 3 clusters
  Score: Raw -275833.285664 + Penalty 2630.573773 = -273202.711891
  nChanged 71
		SP:Iteration 9Q (177438.480000 sec): 3 clusters
  Score: Raw -275872.829799 + Penalty 2630.573773 = -273242.256026
  nChanged 56
		SP:Iteration 10Q (177438.690000 sec): 3 clusters
  Score: Raw -275905.384605 + Penalty 2630.573773 = -273274.810832
  nChanged 50
		SP:Iteration 11Q (177438.890000 sec): 3 clusters
  Score: Raw -275930.540194 + Penalty 2630.573773 = -273299.966420
  nChanged 40
		SP:Iteration 12Q (177439.080000 sec): 3 clusters
  Score: Raw -275949.047135 + Penalty 2630.573773 = -273318.473362
  nChanged 28
		SP:Iteration 13Q (177439.270000 sec): 3 clusters
  Score: Raw -275958.866490 + Penalty 2630.573773 = -273328.292716
  nChanged 25
		SP:Iteration 14Q (177439.490000 sec): 3 clusters
  Score: Raw -275969.671271 + Penalty 2630.573773 = -273339.097497
  nChanged 21
		SP:Iteration 15Q (177439.690000 sec): 3 clusters
  Score: Raw -275976.735433 + Penalty 2630.573773 = -273346.161660
  nChanged 15
		SP:Iteration 16Q (177439.880000 sec): 3 clusters
  Score: Raw -275981.246590 + Penalty 2630.573773 = -273350.672817
  nChanged 10
		SP:Iteration 17Q (177440.070000 sec): 3 clusters
  Score: Raw -275983.822606 + Penalty 2630.573773 = -273353.248833
  nChanged 9
		SP:Iteration 18Q (177440.240000 sec): 3 clusters
  Score: Raw -275986.655271 + Penalty 2630.573773 = -273356.081498
  nChanged 4
		SP:Iteration 19Q (177440.440000 sec): 3 clusters
  Score: Raw -275987.688015 + Penalty 2630.573773 = -273357.114242
  nChanged 2
		SP:Iteration 20F (177440.640000 sec): 3 clusters
  Score: Raw -275988.573550 + Penalty 2630.573773 = -273357.999777
  nChanged 2
		SP:Iteration 21Q (177440.810000 sec): 3 clusters
  Score: Raw -275989.851277 + Penalty 2630.573773 = -273359.277504
  nChanged 5
		SP:Iteration 22Q (177441.000000 sec): 3 clusters
  Score: Raw -275991.496677 + Penalty 2630.573773 = -273360.922904
  nChanged 7
		SP:Iteration 23Q (177441.210000 sec): 3 clusters
  Score: Raw -275995.594444 + Penalty 2630.573773 = -273365.020671
  nChanged 14
		SP:Iteration 24Q (177441.390000 sec): 3 clusters
  Score: Raw -276001.414045 + Penalty 2630.573773 = -273370.840272
  nChanged 10
		SP:Iteration 25Q (177441.570000 sec): 3 clusters
  Score: Raw -276004.681816 + Penalty 2630.573773 = -273374.108042
  nChanged 8
		SP:Iteration 26Q (177441.770000 sec): 3 clusters
  Score: Raw -276007.281040 + Penalty 2630.573773 = -273376.707266
  nChanged 4
		SP:Iteration 27Q (177442.000000 sec): 3 clusters
  Score: Raw -276008.283687 + Penalty 2630.573773 = -273377.709914
  nChanged 2
		SP:Iteration 28Q (177442.160000 sec): 3 clusters
  Score: Raw -276008.840785 + Penalty 2630.573773 = -273378.267012
  nChanged 0
		SP:Iteration 29F (177442.370000 sec): 3 clusters
  Score: Raw -276008.840785 + Penalty 2630.573773 = -273378.267012
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 41 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177442.440000 sec): 2 clusters
  Score: Raw -17091.583382 + Penalty 898.532227 = -16193.051155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177442.640000 sec): 3 clusters
  Score: Raw -17151.205109 + Penalty 1797.064453 = -15354.140655
  nChanged 48
		SP:Iteration 1F (177442.870000 sec): 3 clusters
  Score: Raw -17260.047556 + Penalty 1797.064453 = -15462.983103
  nChanged 15
		SP:Iteration 2F (177443.030000 sec): 3 clusters
  Score: Raw -17299.542132 + Penalty 1797.064453 = -15502.477679
  nChanged 4
		SP:Iteration 3Q (177443.230000 sec): 3 clusters
  Score: Raw -17307.241357 + Penalty 1797.064453 = -15510.176904
  nChanged 2
		SP:Iteration 4Q (177443.400000 sec): 3 clusters
  Score: Raw -17312.078315 + Penalty 1797.064453 = -15515.013861
  nChanged 1
		SP:Iteration 5Q (177443.560000 sec): 3 clusters
  Score: Raw -17314.965890 + Penalty 1797.064453 = -15517.901436
  nChanged 0
		SP:Iteration 6F (177443.720000 sec): 3 clusters
  Score: Raw -17314.965890 + Penalty 1797.064453 = -15517.901436
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 42 (3120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177443.820000 sec): 2 clusters
  Score: Raw -223356.491726 + Penalty 1307.408096 = -222049.083630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177444.020000 sec): 3 clusters
  Score: Raw -221942.976150 + Penalty 2614.816191 = -219328.159959
  nChanged 1178
		SP:Iteration 1F (177444.190000 sec): 3 clusters
  Score: Raw -222811.146176 + Penalty 2614.816191 = -220196.329984
  nChanged 332
		SP:Iteration 2F (177444.370000 sec): 3 clusters
  Score: Raw -223084.563110 + Penalty 2614.816191 = -220469.746919
  nChanged 213
		SP:Iteration 3F (177444.560000 sec): 3 clusters
  Score: Raw -223253.736045 + Penalty 2614.816191 = -220638.919854
  nChanged 161
		SP:Iteration 4F (177444.720000 sec): 3 clusters
  Score: Raw -223373.857398 + Penalty 2614.816191 = -220759.041207
  nChanged 113
		SP:Iteration 5Q (177444.880000 sec): 3 clusters
  Score: Raw -223448.394995 + Penalty 2614.816191 = -220833.578804
  nChanged 76
		SP:Iteration 6Q (177445.040000 sec): 3 clusters
  Score: Raw -223507.666148 + Penalty 2614.816191 = -220892.849957
  nChanged 84
		SP:Iteration 7Q (177445.210000 sec): 3 clusters
  Score: Raw -223572.769291 + Penalty 2614.816191 = -220957.953100
  nChanged 84
		SP:Iteration 8Q (177445.440000 sec): 3 clusters
  Score: Raw -223623.449735 + Penalty 2614.816191 = -221008.633544
  nChanged 83
		SP:Iteration 9Q (177445.600000 sec): 3 clusters
  Score: Raw -223675.143515 + Penalty 2614.816191 = -221060.327324
  nChanged 67
		SP:Iteration 10Q (177445.800000 sec): 3 clusters
  Score: Raw -223712.860519 + Penalty 2614.816191 = -221098.044328
  nChanged 54
		SP:Iteration 11Q (177445.990000 sec): 3 clusters
  Score: Raw -223748.361751 + Penalty 2614.816191 = -221133.545559
  nChanged 50
		SP:Iteration 12Q (177446.140000 sec): 3 clusters
  Score: Raw -223779.551200 + Penalty 2614.816191 = -221164.735009
  nChanged 52
		SP:Iteration 13Q (177446.290000 sec): 3 clusters
  Score: Raw -223810.557197 + Penalty 2614.816191 = -221195.741006
  nChanged 47
		SP:Iteration 14Q (177446.470000 sec): 3 clusters
  Score: Raw -223836.437796 + Penalty 2614.816191 = -221221.621605
  nChanged 41
		SP:Iteration 15Q (177446.600000 sec): 3 clusters
  Score: Raw -223859.547457 + Penalty 2614.816191 = -221244.731266
  nChanged 42
		SP:Iteration 16Q (177446.750000 sec): 3 clusters
  Score: Raw -223874.285336 + Penalty 2614.816191 = -221259.469144
  nChanged 23
		SP:Iteration 17Q (177446.930000 sec): 3 clusters
  Score: Raw -223885.380906 + Penalty 2614.816191 = -221270.564715
  nChanged 26
		SP:Iteration 18Q (177447.160000 sec): 3 clusters
  Score: Raw -223892.445341 + Penalty 2614.816191 = -221277.629149
  nChanged 11
		SP:Iteration 19Q (177447.310000 sec): 3 clusters
  Score: Raw -223895.243681 + Penalty 2614.816191 = -221280.427489
  nChanged 9
		SP:Iteration 20F (177447.490000 sec): 3 clusters
  Score: Raw -223897.651658 + Penalty 2614.816191 = -221282.835467
  nChanged 8
		SP:Iteration 21Q (177447.670000 sec): 3 clusters
  Score: Raw -223900.094492 + Penalty 2614.816191 = -221285.278301
  nChanged 5
		SP:Iteration 22Q (177447.830000 sec): 3 clusters
  Score: Raw -223901.443817 + Penalty 2614.816191 = -221286.627625
  nChanged 5
		SP:Iteration 23Q (177448.040000 sec): 3 clusters
  Score: Raw -223903.692788 + Penalty 2614.816191 = -221288.876597
  nChanged 9
		SP:Iteration 24Q (177448.220000 sec): 3 clusters
  Score: Raw -223905.814107 + Penalty 2614.816191 = -221290.997916
  nChanged 5
		SP:Iteration 25Q (177448.380000 sec): 3 clusters
  Score: Raw -223907.284536 + Penalty 2614.816191 = -221292.468345
  nChanged 6
		SP:Iteration 26Q (177448.560000 sec): 3 clusters
  Score: Raw -223908.898022 + Penalty 2614.816191 = -221294.081831
  nChanged 5
		SP:Iteration 27Q (177448.790000 sec): 3 clusters
  Score: Raw -223910.596622 + Penalty 2614.816191 = -221295.780431
  nChanged 8
		SP:Iteration 28Q (177448.980000 sec): 3 clusters
  Score: Raw -223915.930828 + Penalty 2614.816191 = -221301.114637
  nChanged 9
		SP:Iteration 29Q (177449.190000 sec): 3 clusters
  Score: Raw -223924.734760 + Penalty 2614.816191 = -221309.918569
  nChanged 18
		SP:Iteration 30Q (177449.390000 sec): 3 clusters
  Score: Raw -223939.118095 + Penalty 2614.816191 = -221324.301904
  nChanged 20
		SP:Iteration 31Q (177449.550000 sec): 3 clusters
  Score: Raw -223947.432664 + Penalty 2614.816191 = -221332.616472
  nChanged 20
		SP:Iteration 32Q (177449.740000 sec): 3 clusters
  Score: Raw -223956.525999 + Penalty 2614.816191 = -221341.709808
  nChanged 19
		SP:Iteration 33Q (177449.940000 sec): 3 clusters
  Score: Raw -223966.261381 + Penalty 2614.816191 = -221351.445190
  nChanged 21
		SP:Iteration 34Q (177450.140000 sec): 3 clusters
  Score: Raw -223975.214442 + Penalty 2614.816191 = -221360.398251
  nChanged 20
		SP:Iteration 35Q (177450.310000 sec): 3 clusters
  Score: Raw -223987.362224 + Penalty 2614.816191 = -221372.546033
  nChanged 21
		SP:Iteration 36Q (177450.500000 sec): 3 clusters
  Score: Raw -223997.299872 + Penalty 2614.816191 = -221382.483681
  nChanged 18
		SP:Iteration 37Q (177450.710000 sec): 3 clusters
  Score: Raw -224004.815636 + Penalty 2614.816191 = -221389.999445
  nChanged 15
		SP:Iteration 38Q (177450.870000 sec): 3 clusters
  Score: Raw -224009.683512 + Penalty 2614.816191 = -221394.867321
  nChanged 9
		SP:Iteration 39Q (177451.040000 sec): 3 clusters
  Score: Raw -224012.371744 + Penalty 2614.816191 = -221397.555552
  nChanged 6
		SP:Iteration 40F (177451.230000 sec): 3 clusters
  Score: Raw -224014.162940 + Penalty 2614.816191 = -221399.346749
  nChanged 6
		SP:Iteration 41Q (177451.430000 sec): 3 clusters
  Score: Raw -224016.491855 + Penalty 2614.816191 = -221401.675664
  nChanged 3
		SP:Iteration 42Q (177451.610000 sec): 3 clusters
  Score: Raw -224017.595293 + Penalty 2614.816191 = -221402.779102
  nChanged 5
		SP:Iteration 43Q (177451.810000 sec): 3 clusters
  Score: Raw -224019.681005 + Penalty 2614.816191 = -221404.864814
  nChanged 6
		SP:Iteration 44Q (177452.000000 sec): 3 clusters
  Score: Raw -224021.973124 + Penalty 2614.816191 = -221407.156932
  nChanged 7
		SP:Iteration 45Q (177452.230000 sec): 3 clusters
  Score: Raw -224023.356428 + Penalty 2614.816191 = -221408.540237
  nChanged 3
		SP:Iteration 46Q (177452.390000 sec): 3 clusters
  Score: Raw -224025.292883 + Penalty 2614.816191 = -221410.476692
  nChanged 4
		SP:Iteration 47Q (177452.590000 sec): 3 clusters
  Score: Raw -224026.420449 + Penalty 2614.816191 = -221411.604258
  nChanged 2
		SP:Iteration 48Q (177452.800000 sec): 3 clusters
  Score: Raw -224027.710690 + Penalty 2614.816191 = -221412.894499
  nChanged 4
		SP:Iteration 49Q (177452.980000 sec): 3 clusters
  Score: Raw -224029.049818 + Penalty 2614.816191 = -221414.233626
  nChanged 3
		SP:Iteration 50Q (177453.170000 sec): 3 clusters
  Score: Raw -224029.562508 + Penalty 2614.816191 = -221414.746317
  nChanged 0
		SP:Iteration 51F (177453.380000 sec): 3 clusters
  Score: Raw -224029.562508 + Penalty 2614.816191 = -221414.746317
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 43 (11000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177453.590000 sec): 2 clusters
  Score: Raw -945627.709286 + Penalty 1512.168215 = -944115.541071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177453.780000 sec): 3 clusters
  Score: Raw -939376.120283 + Penalty 3024.336429 = -936351.783854
  nChanged 4779
		SP:Iteration 1F (177454.010000 sec): 3 clusters
  Score: Raw -941982.722680 + Penalty 3024.336429 = -938958.386251
  nChanged 672
		SP:Iteration 2F (177454.260000 sec): 3 clusters
  Score: Raw -942269.691037 + Penalty 3024.336429 = -939245.354608
  nChanged 537
		SP:Iteration 3Q (177454.460000 sec): 3 clusters
  Score: Raw -942481.337101 + Penalty 3024.336429 = -939457.000672
  nChanged 452
		SP:Iteration 4Q (177454.710000 sec): 3 clusters
  Score: Raw -942639.019039 + Penalty 3024.336429 = -939614.682609
  nChanged 346
		SP:Iteration 5Q (177454.920000 sec): 3 clusters
  Score: Raw -942766.330229 + Penalty 3024.336429 = -939741.993799
  nChanged 359
		SP:Iteration 6Q (177455.180000 sec): 3 clusters
  Score: Raw -942904.125513 + Penalty 3024.336429 = -939879.789084
  nChanged 358
		SP:Iteration 7Q (177455.390000 sec): 3 clusters
  Score: Raw -943075.821084 + Penalty 3024.336429 = -940051.484655
  nChanged 404
		SP:Iteration 8Q (177455.560000 sec): 3 clusters
  Score: Raw -943287.996288 + Penalty 3024.336429 = -940263.659858
  nChanged 404
		SP:Iteration 9Q (177455.800000 sec): 3 clusters
  Score: Raw -943504.635518 + Penalty 3024.336429 = -940480.299089
  nChanged 399
		SP:Iteration 10Q (177455.980000 sec): 3 clusters
  Score: Raw -943741.264440 + Penalty 3024.336429 = -940716.928011
  nChanged 407
		SP:Iteration 11Q (177456.220000 sec): 3 clusters
  Score: Raw -943999.745829 + Penalty 3024.336429 = -940975.409400
  nChanged 421
		SP:Iteration 12Q (177456.410000 sec): 3 clusters
  Score: Raw -944269.291921 + Penalty 3024.336429 = -941244.955492
  nChanged 393
		SP:Iteration 13Q (177456.650000 sec): 3 clusters
  Score: Raw -944534.928046 + Penalty 3024.336429 = -941510.591616
  nChanged 337
		SP:Iteration 14Q (177456.900000 sec): 3 clusters
  Score: Raw -944751.003021 + Penalty 3024.336429 = -941726.666591
  nChanged 286
		SP:Iteration 15Q (177457.120000 sec): 3 clusters
  Score: Raw -944908.129193 + Penalty 3024.336429 = -941883.792763
  nChanged 222
		SP:Iteration 16Q (177457.350000 sec): 3 clusters
  Score: Raw -945020.013983 + Penalty 3024.336429 = -941995.677553
  nChanged 190
		SP:Iteration 17Q (177457.540000 sec): 3 clusters
  Score: Raw -945115.969148 + Penalty 3024.336429 = -942091.632719
  nChanged 159
		SP:Iteration 18Q (177457.810000 sec): 3 clusters
  Score: Raw -945207.233205 + Penalty 3024.336429 = -942182.896776
  nChanged 151
		SP:Iteration 19Q (177458.000000 sec): 3 clusters
  Score: Raw -945295.117461 + Penalty 3024.336429 = -942270.781032
  nChanged 142
		SP:Iteration 20F (177458.260000 sec): 3 clusters
  Score: Raw -945379.322616 + Penalty 3024.336429 = -942354.986187
  nChanged 107
		SP:Iteration 21Q (177458.460000 sec): 3 clusters
  Score: Raw -945442.177731 + Penalty 3024.336429 = -942417.841302
  nChanged 93
		SP:Iteration 22Q (177458.750000 sec): 3 clusters
  Score: Raw -945493.505033 + Penalty 3024.336429 = -942469.168604
  nChanged 85
		SP:Iteration 23Q (177458.950000 sec): 3 clusters
  Score: Raw -945535.317195 + Penalty 3024.336429 = -942510.980766
  nChanged 68
		SP:Iteration 24Q (177459.230000 sec): 3 clusters
  Score: Raw -945581.531443 + Penalty 3024.336429 = -942557.195013
  nChanged 74
		SP:Iteration 25Q (177459.410000 sec): 3 clusters
  Score: Raw -945628.653435 + Penalty 3024.336429 = -942604.317005
  nChanged 59
		SP:Iteration 26Q (177459.670000 sec): 3 clusters
  Score: Raw -945669.099618 + Penalty 3024.336429 = -942644.763189
  nChanged 49
		SP:Iteration 27Q (177459.890000 sec): 3 clusters
  Score: Raw -945704.509980 + Penalty 3024.336429 = -942680.173551
  nChanged 43
		SP:Iteration 28Q (177460.130000 sec): 3 clusters
  Score: Raw -945742.145598 + Penalty 3024.336429 = -942717.809169
  nChanged 30
		SP:Iteration 29Q (177460.340000 sec): 3 clusters
  Score: Raw -945759.461961 + Penalty 3024.336429 = -942735.125532
  nChanged 27
		SP:Iteration 30Q (177460.550000 sec): 3 clusters
  Score: Raw -945777.604801 + Penalty 3024.336429 = -942753.268372
  nChanged 18
		SP:Iteration 31Q (177460.770000 sec): 3 clusters
  Score: Raw -945788.307901 + Penalty 3024.336429 = -942763.971472
  nChanged 21
		SP:Iteration 32Q (177460.950000 sec): 3 clusters
  Score: Raw -945802.659697 + Penalty 3024.336429 = -942778.323267
  nChanged 17
		SP:Iteration 33Q (177461.190000 sec): 3 clusters
  Score: Raw -945814.108866 + Penalty 3024.336429 = -942789.772437
  nChanged 9
		SP:Iteration 34Q (177461.430000 sec): 3 clusters
  Score: Raw -945820.100766 + Penalty 3024.336429 = -942795.764337
  nChanged 9
		SP:Iteration 35Q (177461.670000 sec): 3 clusters
  Score: Raw -945825.239680 + Penalty 3024.336429 = -942800.903251
  nChanged 5
		SP:Iteration 36Q (177461.870000 sec): 3 clusters
  Score: Raw -945829.687671 + Penalty 3024.336429 = -942805.351241
  nChanged 6
		SP:Iteration 37Q (177462.120000 sec): 3 clusters
  Score: Raw -945832.522611 + Penalty 3024.336429 = -942808.186181
  nChanged 7
		SP:Iteration 38Q (177462.380000 sec): 3 clusters
  Score: Raw -945837.150317 + Penalty 3024.336429 = -942812.813888
  nChanged 5
		SP:Iteration 39Q (177462.590000 sec): 3 clusters
  Score: Raw -945839.457763 + Penalty 3024.336429 = -942815.121334
  nChanged 0
		SP:Iteration 40F (177462.830000 sec): 3 clusters
  Score: Raw -945839.457763 + Penalty 3024.336429 = -942815.121334
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 44 (6312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177462.920000 sec): 2 clusters
  Score: Raw -535759.176632 + Penalty 1421.908778 = -534337.267854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177463.100000 sec): 3 clusters
  Score: Raw -532401.865141 + Penalty 2843.817555 = -529558.047586
  nChanged 2602
		SP:Iteration 1F (177463.300000 sec): 3 clusters
  Score: Raw -533796.418788 + Penalty 2843.817555 = -530952.601232
  nChanged 433
		SP:Iteration 2F (177463.480000 sec): 3 clusters
  Score: Raw -534056.844034 + Penalty 2843.817555 = -531213.026479
  nChanged 354
		SP:Iteration 3F (177463.680000 sec): 3 clusters
  Score: Raw -534303.714471 + Penalty 2843.817555 = -531459.896916
  nChanged 313
		SP:Iteration 4Q (177463.880000 sec): 3 clusters
  Score: Raw -534569.129003 + Penalty 2843.817555 = -531725.311447
  nChanged 304
		SP:Iteration 5Q (177464.060000 sec): 3 clusters
  Score: Raw -534844.151409 + Penalty 2843.817555 = -532000.333854
  nChanged 329
		SP:Iteration 6F (177464.250000 sec): 3 clusters
  Score: Raw -535114.704799 + Penalty 2843.817555 = -532270.887244
  nChanged 337
		SP:Iteration 7F (177464.430000 sec): 3 clusters
  Score: Raw -535391.407583 + Penalty 2843.817555 = -532547.590028
  nChanged 351
		SP:Iteration 8F (177464.660000 sec): 3 clusters
  Score: Raw -535683.189731 + Penalty 2843.817555 = -532839.372176
  nChanged 344
		SP:Iteration 9F (177464.870000 sec): 3 clusters
  Score: Raw -535954.411511 + Penalty 2843.817555 = -533110.593955
  nChanged 304
		SP:Iteration 10Q (177465.030000 sec): 3 clusters
  Score: Raw -536143.060875 + Penalty 2843.817555 = -533299.243320
  nChanged 227
		SP:Iteration 11Q (177465.250000 sec): 3 clusters
  Score: Raw -536269.751569 + Penalty 2843.817555 = -533425.934014
  nChanged 158
		SP:Iteration 12Q (177465.440000 sec): 3 clusters
  Score: Raw -536339.741660 + Penalty 2843.817555 = -533495.924105
  nChanged 122
		SP:Iteration 13Q (177465.650000 sec): 3 clusters
  Score: Raw -536389.999589 + Penalty 2843.817555 = -533546.182034
  nChanged 101
		SP:Iteration 14Q (177465.830000 sec): 3 clusters
  Score: Raw -536433.888007 + Penalty 2843.817555 = -533590.070451
  nChanged 80
		SP:Iteration 15Q (177466.060000 sec): 3 clusters
  Score: Raw -536467.813019 + Penalty 2843.817555 = -533623.995464
  nChanged 79
		SP:Iteration 16Q (177466.230000 sec): 3 clusters
  Score: Raw -536497.684630 + Penalty 2843.817555 = -533653.867074
  nChanged 66
		SP:Iteration 17Q (177466.450000 sec): 3 clusters
  Score: Raw -536523.512934 + Penalty 2843.817555 = -533679.695379
  nChanged 58
		SP:Iteration 18Q (177466.640000 sec): 3 clusters
  Score: Raw -536546.255217 + Penalty 2843.817555 = -533702.437661
  nChanged 44
		SP:Iteration 19Q (177466.860000 sec): 3 clusters
  Score: Raw -536562.767209 + Penalty 2843.817555 = -533718.949654
  nChanged 46
		SP:Iteration 20F (177467.050000 sec): 3 clusters
  Score: Raw -536580.253934 + Penalty 2843.817555 = -533736.436379
  nChanged 38
		SP:Iteration 21Q (177467.280000 sec): 3 clusters
  Score: Raw -536594.497783 + Penalty 2843.817555 = -533750.680228
  nChanged 31
		SP:Iteration 22Q (177467.470000 sec): 3 clusters
  Score: Raw -536605.945999 + Penalty 2843.817555 = -533762.128443
  nChanged 30
		SP:Iteration 23Q (177467.670000 sec): 3 clusters
  Score: Raw -536616.187202 + Penalty 2843.817555 = -533772.369647
  nChanged 30
		SP:Iteration 24Q (177467.890000 sec): 3 clusters
  Score: Raw -536629.130667 + Penalty 2843.817555 = -533785.313111
  nChanged 25
		SP:Iteration 25Q (177468.080000 sec): 3 clusters
  Score: Raw -536637.312589 + Penalty 2843.817555 = -533793.495034
  nChanged 29
		SP:Iteration 26Q (177468.290000 sec): 3 clusters
  Score: Raw -536650.789824 + Penalty 2843.817555 = -533806.972268
  nChanged 42
		SP:Iteration 27Q (177468.510000 sec): 3 clusters
  Score: Raw -536670.715165 + Penalty 2843.817555 = -533826.897610
  nChanged 39
		SP:Iteration 28Q (177468.740000 sec): 3 clusters
  Score: Raw -536687.858252 + Penalty 2843.817555 = -533844.040697
  nChanged 31
		SP:Iteration 29Q (177468.930000 sec): 3 clusters
  Score: Raw -536701.283907 + Penalty 2843.817555 = -533857.466352
  nChanged 30
		SP:Iteration 30Q (177469.130000 sec): 3 clusters
  Score: Raw -536721.629347 + Penalty 2843.817555 = -533877.811791
  nChanged 29
		SP:Iteration 31Q (177469.330000 sec): 3 clusters
  Score: Raw -536734.396023 + Penalty 2843.817555 = -533890.578467
  nChanged 35
		SP:Iteration 32Q (177469.500000 sec): 3 clusters
  Score: Raw -536755.147648 + Penalty 2843.817555 = -533911.330093
  nChanged 47
		SP:Iteration 33Q (177469.700000 sec): 3 clusters
  Score: Raw -536788.913207 + Penalty 2843.817555 = -533945.095651
  nChanged 45
		SP:Iteration 34Q (177469.910000 sec): 3 clusters
  Score: Raw -536821.319764 + Penalty 2843.817555 = -533977.502209
  nChanged 39
		SP:Iteration 35Q (177470.100000 sec): 3 clusters
  Score: Raw -536851.773115 + Penalty 2843.817555 = -534007.955560
  nChanged 49
		SP:Iteration 36Q (177470.310000 sec): 3 clusters
  Score: Raw -536900.286940 + Penalty 2843.817555 = -534056.469384
  nChanged 44
		SP:Iteration 37Q (177470.470000 sec): 3 clusters
  Score: Raw -536928.587395 + Penalty 2843.817555 = -534084.769839
  nChanged 36
		SP:Iteration 38Q (177470.700000 sec): 3 clusters
  Score: Raw -536946.412010 + Penalty 2843.817555 = -534102.594455
  nChanged 26
		SP:Iteration 39Q (177470.910000 sec): 3 clusters
  Score: Raw -536962.253581 + Penalty 2843.817555 = -534118.436025
  nChanged 29
		SP:Iteration 40F (177471.100000 sec): 3 clusters
  Score: Raw -536979.702321 + Penalty 2843.817555 = -534135.884765
  nChanged 24
		SP:Iteration 41Q (177471.320000 sec): 3 clusters
  Score: Raw -536993.586342 + Penalty 2843.817555 = -534149.768786
  nChanged 26
		SP:Iteration 42Q (177471.530000 sec): 3 clusters
  Score: Raw -537010.105871 + Penalty 2843.817555 = -534166.288315
  nChanged 25
		SP:Iteration 43Q (177471.710000 sec): 3 clusters
  Score: Raw -537021.578389 + Penalty 2843.817555 = -534177.760833
  nChanged 14
		SP:Iteration 44Q (177471.930000 sec): 3 clusters
  Score: Raw -537026.392244 + Penalty 2843.817555 = -534182.574689
  nChanged 9
		SP:Iteration 45Q (177472.120000 sec): 3 clusters
  Score: Raw -537029.092513 + Penalty 2843.817555 = -534185.274958
  nChanged 7
		SP:Iteration 46Q (177472.360000 sec): 3 clusters
  Score: Raw -537030.890840 + Penalty 2843.817555 = -534187.073285
  nChanged 7
		SP:Iteration 47Q (177472.550000 sec): 3 clusters
  Score: Raw -537032.641859 + Penalty 2843.817555 = -534188.824303
  nChanged 4
		SP:Iteration 48Q (177472.770000 sec): 3 clusters
  Score: Raw -537033.481140 + Penalty 2843.817555 = -534189.663584
  nChanged 3
		SP:Iteration 49Q (177472.960000 sec): 3 clusters
  Score: Raw -537034.436728 + Penalty 2843.817555 = -534190.619172
  nChanged 3
		SP:Iteration 50Q (177473.130000 sec): 3 clusters
  Score: Raw -537035.366070 + Penalty 2843.817555 = -534191.548515
  nChanged 2
		SP:Iteration 51Q (177473.330000 sec): 3 clusters
  Score: Raw -537036.029865 + Penalty 2843.817555 = -534192.212310
  nChanged 1
		SP:Iteration 52Q (177473.510000 sec): 3 clusters
  Score: Raw -537036.454955 + Penalty 2843.817555 = -534192.637400
  nChanged 0
		SP:Iteration 53F (177473.710000 sec): 3 clusters
  Score: Raw -537036.454955 + Penalty 2843.817555 = -534192.637400
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 45 (422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177473.800000 sec): 2 clusters
  Score: Raw -34308.946549 + Penalty 982.313364 = -33326.633186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177473.960000 sec): 3 clusters
  Score: Raw -34283.532914 + Penalty 1964.626727 = -32318.906187
  nChanged 70
		SP:Iteration 1F (177474.130000 sec): 3 clusters
  Score: Raw -34392.176485 + Penalty 1964.626727 = -32427.549758
  nChanged 16
		SP:Iteration 2Q (177474.290000 sec): 3 clusters
  Score: Raw -34419.938860 + Penalty 1964.626727 = -32455.312133
  nChanged 10
		SP:Iteration 3Q (177474.450000 sec): 3 clusters
  Score: Raw -34438.318510 + Penalty 1964.626727 = -32473.691783
  nChanged 6
		SP:Iteration 4Q (177474.620000 sec): 3 clusters
  Score: Raw -34451.176268 + Penalty 1964.626727 = -32486.549541
  nChanged 4
		SP:Iteration 5Q (177474.820000 sec): 3 clusters
  Score: Raw -34460.045729 + Penalty 1964.626727 = -32495.419001
  nChanged 3
		SP:Iteration 6Q (177475.010000 sec): 3 clusters
  Score: Raw -34470.014482 + Penalty 1964.626727 = -32505.387755
  nChanged 2
		SP:Iteration 7Q (177475.220000 sec): 3 clusters
  Score: Raw -34475.204047 + Penalty 1964.626727 = -32510.577320
  nChanged 2
		SP:Iteration 8Q (177475.360000 sec): 3 clusters
  Score: Raw -34480.886583 + Penalty 1964.626727 = -32516.259856
  nChanged 1
		SP:Iteration 9Q (177475.550000 sec): 3 clusters
  Score: Raw -34482.162392 + Penalty 1964.626727 = -32517.535665
  nChanged 0
		SP:Iteration 10F (177475.720000 sec): 3 clusters
  Score: Raw -34482.162392 + Penalty 1964.626727 = -32517.535665
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 46 (4616 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177475.830000 sec): 2 clusters
  Score: Raw -383302.735170 + Penalty 1371.058619 = -381931.676551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177476.000000 sec): 3 clusters
  Score: Raw -380950.769487 + Penalty 2742.117238 = -378208.652249
  nChanged 1853
		SP:Iteration 1F (177476.200000 sec): 3 clusters
  Score: Raw -381904.293582 + Penalty 2742.117238 = -379162.176344
  nChanged 313
		SP:Iteration 2F (177476.410000 sec): 3 clusters
  Score: Raw -382059.609175 + Penalty 2742.117238 = -379317.491937
  nChanged 233
		SP:Iteration 3F (177476.570000 sec): 3 clusters
  Score: Raw -382176.026268 + Penalty 2742.117238 = -379433.909030
  nChanged 198
		SP:Iteration 4Q (177476.780000 sec): 3 clusters
  Score: Raw -382277.850028 + Penalty 2742.117238 = -379535.732791
  nChanged 211
		SP:Iteration 5Q (177476.970000 sec): 3 clusters
  Score: Raw -382401.500273 + Penalty 2742.117238 = -379659.383035
  nChanged 218
		SP:Iteration 6Q (177477.160000 sec): 3 clusters
  Score: Raw -382537.853832 + Penalty 2742.117238 = -379795.736595
  nChanged 209
		SP:Iteration 7Q (177477.370000 sec): 3 clusters
  Score: Raw -382672.113440 + Penalty 2742.117238 = -379929.996202
  nChanged 194
		SP:Iteration 8Q (177477.570000 sec): 3 clusters
  Score: Raw -382782.813940 + Penalty 2742.117238 = -380040.696702
  nChanged 159
		SP:Iteration 9Q (177477.760000 sec): 3 clusters
  Score: Raw -382874.507692 + Penalty 2742.117238 = -380132.390455
  nChanged 160
		SP:Iteration 10Q (177477.980000 sec): 3 clusters
  Score: Raw -382979.401040 + Penalty 2742.117238 = -380237.283802
  nChanged 142
		SP:Iteration 11Q (177478.140000 sec): 3 clusters
  Score: Raw -383062.310288 + Penalty 2742.117238 = -380320.193050
  nChanged 124
		SP:Iteration 12Q (177478.350000 sec): 3 clusters
  Score: Raw -383126.956032 + Penalty 2742.117238 = -380384.838795
  nChanged 103
		SP:Iteration 13Q (177478.540000 sec): 3 clusters
  Score: Raw -383186.055324 + Penalty 2742.117238 = -380443.938086
  nChanged 90
		SP:Iteration 14Q (177478.720000 sec): 3 clusters
  Score: Raw -383236.856303 + Penalty 2742.117238 = -380494.739065
  nChanged 77
		SP:Iteration 15Q (177478.910000 sec): 3 clusters
  Score: Raw -383271.415361 + Penalty 2742.117238 = -380529.298124
  nChanged 63
		SP:Iteration 16Q (177479.130000 sec): 3 clusters
  Score: Raw -383296.129087 + Penalty 2742.117238 = -380554.011849
  nChanged 33
		SP:Iteration 17Q (177479.310000 sec): 3 clusters
  Score: Raw -383307.435040 + Penalty 2742.117238 = -380565.317802
  nChanged 27
		SP:Iteration 18Q (177479.480000 sec): 3 clusters
  Score: Raw -383314.994387 + Penalty 2742.117238 = -380572.877149
  nChanged 26
		SP:Iteration 19Q (177479.690000 sec): 3 clusters
  Score: Raw -383323.205457 + Penalty 2742.117238 = -380581.088219
  nChanged 24
		SP:Iteration 20F (177479.860000 sec): 3 clusters
  Score: Raw -383328.885689 + Penalty 2742.117238 = -380586.768452
  nChanged 12
		SP:Iteration 21Q (177480.040000 sec): 3 clusters
  Score: Raw -383331.781919 + Penalty 2742.117238 = -380589.664681
  nChanged 14
		SP:Iteration 22Q (177480.250000 sec): 3 clusters
  Score: Raw -383335.070193 + Penalty 2742.117238 = -380592.952955
  nChanged 12
		SP:Iteration 23Q (177480.450000 sec): 3 clusters
  Score: Raw -383338.353420 + Penalty 2742.117238 = -380596.236182
  nChanged 13
		SP:Iteration 24Q (177480.640000 sec): 3 clusters
  Score: Raw -383340.969011 + Penalty 2742.117238 = -380598.851773
  nChanged 11
		SP:Iteration 25Q (177480.810000 sec): 3 clusters
  Score: Raw -383343.868333 + Penalty 2742.117238 = -380601.751095
  nChanged 14
		SP:Iteration 26Q (177481.000000 sec): 3 clusters
  Score: Raw -383347.334765 + Penalty 2742.117238 = -380605.217527
  nChanged 14
		SP:Iteration 27Q (177481.210000 sec): 3 clusters
  Score: Raw -383351.782101 + Penalty 2742.117238 = -380609.664863
  nChanged 13
		SP:Iteration 28Q (177481.380000 sec): 3 clusters
  Score: Raw -383354.774348 + Penalty 2742.117238 = -380612.657110
  nChanged 11
		SP:Iteration 29Q (177481.570000 sec): 3 clusters
  Score: Raw -383357.683165 + Penalty 2742.117238 = -380615.565927
  nChanged 5
		SP:Iteration 30Q (177481.740000 sec): 3 clusters
  Score: Raw -383358.859732 + Penalty 2742.117238 = -380616.742494
  nChanged 6
		SP:Iteration 31Q (177481.950000 sec): 3 clusters
  Score: Raw -383360.633754 + Penalty 2742.117238 = -380618.516516
  nChanged 9
		SP:Iteration 32Q (177482.120000 sec): 3 clusters
  Score: Raw -383362.697303 + Penalty 2742.117238 = -380620.580065
  nChanged 6
		SP:Iteration 33Q (177482.320000 sec): 3 clusters
  Score: Raw -383364.095787 + Penalty 2742.117238 = -380621.978550
  nChanged 3
		SP:Iteration 34Q (177482.500000 sec): 3 clusters
  Score: Raw -383365.251425 + Penalty 2742.117238 = -380623.134187
  nChanged 9
		SP:Iteration 35Q (177482.710000 sec): 3 clusters
  Score: Raw -383367.940402 + Penalty 2742.117238 = -380625.823164
  nChanged 7
		SP:Iteration 36Q (177482.830000 sec): 3 clusters
  Score: Raw -383369.795427 + Penalty 2742.117238 = -380627.678189
  nChanged 8
		SP:Iteration 37Q (177483.020000 sec): 3 clusters
  Score: Raw -383371.143367 + Penalty 2742.117238 = -380629.026130
  nChanged 4
		SP:Iteration 38Q (177483.170000 sec): 3 clusters
  Score: Raw -383372.149384 + Penalty 2742.117238 = -380630.032146
  nChanged 5
		SP:Iteration 39Q (177483.360000 sec): 3 clusters
  Score: Raw -383373.417085 + Penalty 2742.117238 = -380631.299848
  nChanged 6
		SP:Iteration 40F (177483.500000 sec): 3 clusters
  Score: Raw -383375.343907 + Penalty 2742.117238 = -380633.226669
  nChanged 12
		SP:Iteration 41Q (177483.720000 sec): 3 clusters
  Score: Raw -383378.663016 + Penalty 2742.117238 = -380636.545778
  nChanged 11
		SP:Iteration 42Q (177483.860000 sec): 3 clusters
  Score: Raw -383381.712275 + Penalty 2742.117238 = -380639.595037
  nChanged 14
		SP:Iteration 43Q (177484.020000 sec): 3 clusters
  Score: Raw -383385.699373 + Penalty 2742.117238 = -380643.582135
  nChanged 13
		SP:Iteration 44Q (177484.200000 sec): 3 clusters
  Score: Raw -383389.539257 + Penalty 2742.117238 = -380647.422019
  nChanged 14
		SP:Iteration 45Q (177484.430000 sec): 3 clusters
  Score: Raw -383393.057222 + Penalty 2742.117238 = -380650.939984
  nChanged 15
		SP:Iteration 46Q (177484.580000 sec): 3 clusters
  Score: Raw -383395.871352 + Penalty 2742.117238 = -380653.754115
  nChanged 11
		SP:Iteration 47Q (177484.770000 sec): 3 clusters
  Score: Raw -383398.531953 + Penalty 2742.117238 = -380656.414715
  nChanged 15
		SP:Iteration 48Q (177484.950000 sec): 3 clusters
  Score: Raw -383401.411369 + Penalty 2742.117238 = -380659.294131
  nChanged 5
		SP:Iteration 49Q (177485.140000 sec): 3 clusters
  Score: Raw -383402.451450 + Penalty 2742.117238 = -380660.334213
  nChanged 9
		SP:Iteration 50Q (177485.300000 sec): 3 clusters
  Score: Raw -383404.817715 + Penalty 2742.117238 = -380662.700477
  nChanged 7
		SP:Iteration 51Q (177485.450000 sec): 3 clusters
  Score: Raw -383406.899056 + Penalty 2742.117238 = -380664.781818
  nChanged 8
		SP:Iteration 52Q (177485.670000 sec): 3 clusters
  Score: Raw -383408.614438 + Penalty 2742.117238 = -380666.497200
  nChanged 6
		SP:Iteration 53Q (177485.820000 sec): 3 clusters
  Score: Raw -383409.548953 + Penalty 2742.117238 = -380667.431715
  nChanged 6
		SP:Iteration 54Q (177486.010000 sec): 3 clusters
  Score: Raw -383410.969531 + Penalty 2742.117238 = -380668.852293
  nChanged 7
		SP:Iteration 55Q (177486.180000 sec): 3 clusters
  Score: Raw -383412.525540 + Penalty 2742.117238 = -380670.408303
  nChanged 7
		SP:Iteration 56Q (177486.360000 sec): 3 clusters
  Score: Raw -383414.414219 + Penalty 2742.117238 = -380672.296982
  nChanged 8
		SP:Iteration 57Q (177486.580000 sec): 3 clusters
  Score: Raw -383415.567518 + Penalty 2742.117238 = -380673.450280
  nChanged 2
		SP:Iteration 58Q (177486.730000 sec): 3 clusters
  Score: Raw -383415.742916 + Penalty 2742.117238 = -380673.625678
  nChanged 2
		SP:Iteration 59Q (177486.920000 sec): 3 clusters
  Score: Raw -383415.927408 + Penalty 2742.117238 = -380673.810171
  nChanged 0
		SP:Iteration 60F (177487.130000 sec): 3 clusters
  Score: Raw -383415.927408 + Penalty 2742.117238 = -380673.810171
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 47 (3582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177487.280000 sec): 2 clusters
  Score: Raw -286646.574304 + Penalty 1329.847445 = -285316.726860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177487.450000 sec): 3 clusters
  Score: Raw -284878.287624 + Penalty 2659.694889 = -282218.592734
  nChanged 1406
		SP:Iteration 1F (177487.660000 sec): 3 clusters
  Score: Raw -285719.973161 + Penalty 2659.694889 = -283060.278272
  nChanged 303
		SP:Iteration 2F (177487.850000 sec): 3 clusters
  Score: Raw -285942.620463 + Penalty 2659.694889 = -283282.925574
  nChanged 232
		SP:Iteration 3F (177488.050000 sec): 3 clusters
  Score: Raw -286105.949490 + Penalty 2659.694889 = -283446.254600
  nChanged 179
		SP:Iteration 4Q (177488.190000 sec): 3 clusters
  Score: Raw -286241.757090 + Penalty 2659.694889 = -283582.062200
  nChanged 167
		SP:Iteration 5Q (177488.380000 sec): 3 clusters
  Score: Raw -286361.467071 + Penalty 2659.694889 = -283701.772182
  nChanged 169
		SP:Iteration 6Q (177488.570000 sec): 3 clusters
  Score: Raw -286467.560634 + Penalty 2659.694889 = -283807.865745
  nChanged 120
		SP:Iteration 7Q (177488.760000 sec): 3 clusters
  Score: Raw -286530.377094 + Penalty 2659.694889 = -283870.682204
  nChanged 81
		SP:Iteration 8Q (177488.930000 sec): 3 clusters
  Score: Raw -286573.025423 + Penalty 2659.694889 = -283913.330533
  nChanged 76
		SP:Iteration 9Q (177489.150000 sec): 3 clusters
  Score: Raw -286616.396165 + Penalty 2659.694889 = -283956.701276
  nChanged 60
		SP:Iteration 10Q (177489.350000 sec): 3 clusters
  Score: Raw -286650.086735 + Penalty 2659.694889 = -283990.391846
  nChanged 56
		SP:Iteration 11Q (177489.510000 sec): 3 clusters
  Score: Raw -286682.692026 + Penalty 2659.694889 = -284022.997137
  nChanged 51
		SP:Iteration 12Q (177489.710000 sec): 3 clusters
  Score: Raw -286712.429378 + Penalty 2659.694889 = -284052.734489
  nChanged 50
		SP:Iteration 13Q (177489.920000 sec): 3 clusters
  Score: Raw -286738.108376 + Penalty 2659.694889 = -284078.413486
  nChanged 39
		SP:Iteration 14Q (177490.120000 sec): 3 clusters
  Score: Raw -286755.599128 + Penalty 2659.694889 = -284095.904239
  nChanged 35
		SP:Iteration 15Q (177490.340000 sec): 3 clusters
  Score: Raw -286770.774392 + Penalty 2659.694889 = -284111.079503
  nChanged 30
		SP:Iteration 16Q (177490.500000 sec): 3 clusters
  Score: Raw -286784.865203 + Penalty 2659.694889 = -284125.170313
  nChanged 31
		SP:Iteration 17Q (177490.710000 sec): 3 clusters
  Score: Raw -286798.936791 + Penalty 2659.694889 = -284139.241901
  nChanged 25
		SP:Iteration 18Q (177490.910000 sec): 3 clusters
  Score: Raw -286808.786227 + Penalty 2659.694889 = -284149.091337
  nChanged 13
		SP:Iteration 19Q (177491.120000 sec): 3 clusters
  Score: Raw -286814.159130 + Penalty 2659.694889 = -284154.464241
  nChanged 12
		SP:Iteration 20F (177491.310000 sec): 3 clusters
  Score: Raw -286818.511236 + Penalty 2659.694889 = -284158.816347
  nChanged 10
		SP:Iteration 21Q (177491.470000 sec): 3 clusters
  Score: Raw -286821.575208 + Penalty 2659.694889 = -284161.880319
  nChanged 7
		SP:Iteration 22Q (177491.650000 sec): 3 clusters
  Score: Raw -286823.972277 + Penalty 2659.694889 = -284164.277388
  nChanged 4
		SP:Iteration 23Q (177491.890000 sec): 3 clusters
  Score: Raw -286825.233684 + Penalty 2659.694889 = -284165.538794
  nChanged 4
		SP:Iteration 24Q (177492.090000 sec): 3 clusters
  Score: Raw -286826.516121 + Penalty 2659.694889 = -284166.821232
  nChanged 5
		SP:Iteration 25Q (177492.270000 sec): 3 clusters
  Score: Raw -286827.057116 + Penalty 2659.694889 = -284167.362227
  nChanged 0
		SP:Iteration 26F (177492.450000 sec): 3 clusters
  Score: Raw -286827.057116 + Penalty 2659.694889 = -284167.362227
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 48 (15148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177492.600000 sec): 2 clusters
  Score: Raw -1341014.928783 + Penalty 1564.163866 = -1339450.764917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177492.940000 sec): 3 clusters
  Score: Raw -1332116.751464 + Penalty 3128.327731 = -1328988.423732
  nChanged 6742
		SP:Iteration 1F (177493.150000 sec): 3 clusters
  Score: Raw -1335852.612619 + Penalty 3128.327731 = -1332724.284888
  nChanged 788
		SP:Iteration 2F (177493.430000 sec): 3 clusters
  Score: Raw -1336185.005739 + Penalty 3128.327731 = -1333056.678008
  nChanged 738
		SP:Iteration 3Q (177493.670000 sec): 3 clusters
  Score: Raw -1336510.812889 + Penalty 3128.327731 = -1333382.485158
  nChanged 715
		SP:Iteration 4Q (177493.990000 sec): 3 clusters
  Score: Raw -1336835.429273 + Penalty 3128.327731 = -1333707.101541
  nChanged 700
		SP:Iteration 5Q (177494.270000 sec): 3 clusters
  Score: Raw -1337178.865740 + Penalty 3128.327731 = -1334050.538009
  nChanged 744
		SP:Iteration 6Q (177494.520000 sec): 3 clusters
  Score: Raw -1337619.446303 + Penalty 3128.327731 = -1334491.118572
  nChanged 805
		SP:Iteration 7F (177494.760000 sec): 3 clusters
  Score: Raw -1338131.808303 + Penalty 3128.327731 = -1335003.480572
  nChanged 815
		SP:Iteration 8F (177495.000000 sec): 3 clusters
  Score: Raw -1338662.356049 + Penalty 3128.327731 = -1335534.028318
  nChanged 767
		SP:Iteration 9F (177495.260000 sec): 3 clusters
  Score: Raw -1339127.901653 + Penalty 3128.327731 = -1335999.573922
  nChanged 679
		SP:Iteration 10Q (177495.570000 sec): 3 clusters
  Score: Raw -1339529.035590 + Penalty 3128.327731 = -1336400.707859
  nChanged 611
		SP:Iteration 11Q (177495.830000 sec): 3 clusters
  Score: Raw -1339865.851691 + Penalty 3128.327731 = -1336737.523959
  nChanged 527
		SP:Iteration 12Q (177496.060000 sec): 3 clusters
  Score: Raw -1340105.617585 + Penalty 3128.327731 = -1336977.289854
  nChanged 405
		SP:Iteration 13Q (177496.350000 sec): 3 clusters
  Score: Raw -1340288.509344 + Penalty 3128.327731 = -1337160.181613
  nChanged 344
		SP:Iteration 14Q (177496.590000 sec): 3 clusters
  Score: Raw -1340423.318146 + Penalty 3128.327731 = -1337294.990415
  nChanged 302
		SP:Iteration 15Q (177496.890000 sec): 3 clusters
  Score: Raw -1340534.654862 + Penalty 3128.327731 = -1337406.327130
  nChanged 257
		SP:Iteration 16Q (177497.180000 sec): 3 clusters
  Score: Raw -1340618.019528 + Penalty 3128.327731 = -1337489.691797
  nChanged 200
		SP:Iteration 17Q (177497.420000 sec): 3 clusters
  Score: Raw -1340670.250311 + Penalty 3128.327731 = -1337541.922579
  nChanged 150
		SP:Iteration 18Q (177497.640000 sec): 3 clusters
  Score: Raw -1340704.377152 + Penalty 3128.327731 = -1337576.049420
  nChanged 123
		SP:Iteration 19Q (177497.850000 sec): 3 clusters
  Score: Raw -1340729.165286 + Penalty 3128.327731 = -1337600.837555
  nChanged 98
		SP:Iteration 20F (177498.090000 sec): 3 clusters
  Score: Raw -1340752.375589 + Penalty 3128.327731 = -1337624.047857
  nChanged 87
		SP:Iteration 21Q (177498.330000 sec): 3 clusters
  Score: Raw -1340769.726856 + Penalty 3128.327731 = -1337641.399125
  nChanged 70
		SP:Iteration 22Q (177498.540000 sec): 3 clusters
  Score: Raw -1340783.750073 + Penalty 3128.327731 = -1337655.422342
  nChanged 92
		SP:Iteration 23Q (177498.810000 sec): 3 clusters
  Score: Raw -1340801.006724 + Penalty 3128.327731 = -1337672.678992
  nChanged 85
		SP:Iteration 24Q (177499.040000 sec): 3 clusters
  Score: Raw -1340817.648144 + Penalty 3128.327731 = -1337689.320413
  nChanged 95
		SP:Iteration 25Q (177499.270000 sec): 3 clusters
  Score: Raw -1340838.177094 + Penalty 3128.327731 = -1337709.849362
  nChanged 103
		SP:Iteration 26Q (177499.520000 sec): 3 clusters
  Score: Raw -1340857.775348 + Penalty 3128.327731 = -1337729.447617
  nChanged 95
		SP:Iteration 27Q (177499.730000 sec): 3 clusters
  Score: Raw -1340874.486207 + Penalty 3128.327731 = -1337746.158475
  nChanged 91
		SP:Iteration 28Q (177499.970000 sec): 3 clusters
  Score: Raw -1340890.549671 + Penalty 3128.327731 = -1337762.221940
  nChanged 91
		SP:Iteration 29Q (177500.190000 sec): 3 clusters
  Score: Raw -1340907.922251 + Penalty 3128.327731 = -1337779.594519
  nChanged 94
		SP:Iteration 30Q (177500.450000 sec): 3 clusters
  Score: Raw -1340926.203798 + Penalty 3128.327731 = -1337797.876066
  nChanged 113
		SP:Iteration 31Q (177500.660000 sec): 3 clusters
  Score: Raw -1340947.859840 + Penalty 3128.327731 = -1337819.532108
  nChanged 102
		SP:Iteration 32Q (177500.890000 sec): 3 clusters
  Score: Raw -1340967.022847 + Penalty 3128.327731 = -1337838.695115
  nChanged 98
		SP:Iteration 33Q (177501.110000 sec): 3 clusters
  Score: Raw -1340985.164731 + Penalty 3128.327731 = -1337856.836999
  nChanged 93
		SP:Iteration 34Q (177501.340000 sec): 3 clusters
  Score: Raw -1341002.551733 + Penalty 3128.327731 = -1337874.224001
  nChanged 105
		SP:Iteration 35Q (177501.620000 sec): 3 clusters
  Score: Raw -1341024.617487 + Penalty 3128.327731 = -1337896.289756
  nChanged 105
		SP:Iteration 36Q (177501.890000 sec): 3 clusters
  Score: Raw -1341043.638775 + Penalty 3128.327731 = -1337915.311044
  nChanged 86
		SP:Iteration 37Q (177502.110000 sec): 3 clusters
  Score: Raw -1341063.751572 + Penalty 3128.327731 = -1337935.423840
  nChanged 116
		SP:Iteration 38Q (177502.310000 sec): 3 clusters
  Score: Raw -1341092.897397 + Penalty 3128.327731 = -1337964.569665
  nChanged 125
		SP:Iteration 39Q (177502.570000 sec): 3 clusters
  Score: Raw -1341125.035255 + Penalty 3128.327731 = -1337996.707523
  nChanged 120
		SP:Iteration 40F (177502.810000 sec): 3 clusters
  Score: Raw -1341154.349836 + Penalty 3128.327731 = -1338026.022105
  nChanged 115
		SP:Iteration 41Q (177503.080000 sec): 3 clusters
  Score: Raw -1341181.715699 + Penalty 3128.327731 = -1338053.387968
  nChanged 107
		SP:Iteration 42Q (177503.270000 sec): 3 clusters
  Score: Raw -1341204.172373 + Penalty 3128.327731 = -1338075.844642
  nChanged 95
		SP:Iteration 43Q (177503.500000 sec): 3 clusters
  Score: Raw -1341223.399731 + Penalty 3128.327731 = -1338095.072000
  nChanged 79
		SP:Iteration 44Q (177503.700000 sec): 3 clusters
  Score: Raw -1341238.807060 + Penalty 3128.327731 = -1338110.479328
  nChanged 83
		SP:Iteration 45Q (177503.990000 sec): 3 clusters
  Score: Raw -1341253.114197 + Penalty 3128.327731 = -1338124.786466
  nChanged 65
		SP:Iteration 46Q (177504.250000 sec): 3 clusters
  Score: Raw -1341262.716342 + Penalty 3128.327731 = -1338134.388611
  nChanged 60
		SP:Iteration 47Q (177504.480000 sec): 3 clusters
  Score: Raw -1341272.916673 + Penalty 3128.327731 = -1338144.588941
  nChanged 60
		SP:Iteration 48Q (177504.750000 sec): 3 clusters
  Score: Raw -1341282.857751 + Penalty 3128.327731 = -1338154.530020
  nChanged 59
		SP:Iteration 49Q (177504.990000 sec): 3 clusters
  Score: Raw -1341294.703502 + Penalty 3128.327731 = -1338166.375770
  nChanged 69
		SP:Iteration 50Q (177505.190000 sec): 3 clusters
  Score: Raw -1341307.712374 + Penalty 3128.327731 = -1338179.384642
  nChanged 54
		SP:Iteration 51Q (177505.410000 sec): 3 clusters
  Score: Raw -1341315.510363 + Penalty 3128.327731 = -1338187.182632
  nChanged 44
		SP:Iteration 52Q (177505.670000 sec): 3 clusters
  Score: Raw -1341321.142681 + Penalty 3128.327731 = -1338192.814950
  nChanged 37
		SP:Iteration 53Q (177505.950000 sec): 3 clusters
  Score: Raw -1341325.302358 + Penalty 3128.327731 = -1338196.974627
  nChanged 34
		SP:Iteration 54Q (177506.220000 sec): 3 clusters
  Score: Raw -1341330.512110 + Penalty 3128.327731 = -1338202.184379
  nChanged 35
		SP:Iteration 55Q (177506.540000 sec): 3 clusters
  Score: Raw -1341335.277926 + Penalty 3128.327731 = -1338206.950194
  nChanged 33
		SP:Iteration 56Q (177506.780000 sec): 3 clusters
  Score: Raw -1341340.452482 + Penalty 3128.327731 = -1338212.124751
  nChanged 29
		SP:Iteration 57Q (177507.000000 sec): 3 clusters
  Score: Raw -1341343.909973 + Penalty 3128.327731 = -1338215.582241
  nChanged 17
		SP:Iteration 58Q (177507.220000 sec): 3 clusters
  Score: Raw -1341345.764598 + Penalty 3128.327731 = -1338217.436866
  nChanged 15
		SP:Iteration 59Q (177507.500000 sec): 3 clusters
  Score: Raw -1341347.634519 + Penalty 3128.327731 = -1338219.306788
  nChanged 13
		SP:Iteration 60F (177507.720000 sec): 3 clusters
  Score: Raw -1341348.792584 + Penalty 3128.327731 = -1338220.464853
  nChanged 10
		SP:Iteration 61Q (177507.950000 sec): 3 clusters
  Score: Raw -1341349.931887 + Penalty 3128.327731 = -1338221.604156
  nChanged 15
		SP:Iteration 62Q (177508.230000 sec): 3 clusters
  Score: Raw -1341351.239608 + Penalty 3128.327731 = -1338222.911877
  nChanged 12
		SP:Iteration 63Q (177508.490000 sec): 3 clusters
  Score: Raw -1341352.135689 + Penalty 3128.327731 = -1338223.807958
  nChanged 5
		SP:Iteration 64Q (177508.770000 sec): 3 clusters
  Score: Raw -1341352.575025 + Penalty 3128.327731 = -1338224.247294
  nChanged 5
		SP:Iteration 65Q (177509.010000 sec): 3 clusters
  Score: Raw -1341353.045539 + Penalty 3128.327731 = -1338224.717807
  nChanged 4
		SP:Iteration 66Q (177509.310000 sec): 3 clusters
  Score: Raw -1341353.354096 + Penalty 3128.327731 = -1338225.026364
  nChanged 6
		SP:Iteration 67Q (177509.500000 sec): 3 clusters
  Score: Raw -1341353.751321 + Penalty 3128.327731 = -1338225.423590
  nChanged 2
		SP:Iteration 68Q (177509.750000 sec): 3 clusters
  Score: Raw -1341353.856021 + Penalty 3128.327731 = -1338225.528289
  nChanged 1
		SP:Iteration 69Q (177510.020000 sec): 3 clusters
  Score: Raw -1341353.894576 + Penalty 3128.327731 = -1338225.566845
  nChanged 0
		SP:Iteration 70F (177510.280000 sec): 3 clusters
  Score: Raw -1341353.894576 + Penalty 3128.327731 = -1338225.566845
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 49 (340842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177511.610000 sec): 2 clusters
  Score: Raw -29594702.437950 + Penalty 2070.115825 = -29592632.322125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177513.280000 sec): 3 clusters
  Score: Raw -29366698.973699 + Penalty 4140.231649 = -29362558.742050
  nChanged 166366
		SP:Iteration 1F (177514.870000 sec): 3 clusters
  Score: Raw -29466988.255849 + Penalty 4140.231649 = -29462848.024200
  nChanged 10929
		SP:Iteration 2Q (177516.620000 sec): 3 clusters
  Score: Raw -29469744.774609 + Penalty 4140.231649 = -29465604.542959
  nChanged 13527
		SP:Iteration 3Q (177518.810000 sec): 3 clusters
  Score: Raw -29474335.394861 + Penalty 4140.231649 = -29470195.163211
  nChanged 17760
		SP:Iteration 4F (177520.440000 sec): 3 clusters
  Score: Raw -29482617.231688 + Penalty 4140.231649 = -29478477.000039
  nChanged 23426
		SP:Iteration 5F (177522.010000 sec): 3 clusters
  Score: Raw -29497439.862862 + Penalty 4140.231649 = -29493299.631212
  nChanged 28601
		SP:Iteration 6F (177523.720000 sec): 3 clusters
  Score: Raw -29520421.193649 + Penalty 4140.231649 = -29516280.962000
  nChanged 29870
		SP:Iteration 7F (177525.330000 sec): 3 clusters
  Score: Raw -29548557.613968 + Penalty 4140.231649 = -29544417.382318
  nChanged 24237
		SP:Iteration 8F (177526.880000 sec): 3 clusters
  Score: Raw -29572582.401678 + Penalty 4140.231649 = -29568442.170029
  nChanged 14215
		SP:Iteration 9Q (177528.550000 sec): 3 clusters
  Score: Raw -29586161.004503 + Penalty 4140.231649 = -29582020.772854
  nChanged 6302
		SP:Iteration 10Q (177530.080000 sec): 3 clusters
  Score: Raw -29591780.566610 + Penalty 4140.231649 = -29587640.334961
  nChanged 2442
		SP:Iteration 11Q (177531.460000 sec): 3 clusters
  Score: Raw -29593910.394094 + Penalty 4140.231649 = -29589770.162445
  nChanged 906
		SP:Iteration 12Q (177532.690000 sec): 3 clusters
  Score: Raw -29594710.913287 + Penalty 4140.231649 = -29590570.681638
  nChanged 372
		SP:Iteration 13Q (177533.970000 sec): 3 clusters
  Score: Raw -29595033.471059 + Penalty 4140.231649 = -29590893.239409
  nChanged 189
		SP:Iteration 14Q (177535.400000 sec): 3 clusters
  Score: Raw -29595187.559804 + Penalty 4140.231649 = -29591047.328155
  nChanged 138
		SP:Iteration 15Q (177536.860000 sec): 3 clusters
  Score: Raw -29595287.258500 + Penalty 4140.231649 = -29591147.026851
  nChanged 124
		SP:Iteration 16Q (177538.170000 sec): 3 clusters
  Score: Raw -29595361.917904 + Penalty 4140.231649 = -29591221.686255
  nChanged 99
		SP:Iteration 17Q (177539.440000 sec): 3 clusters
  Score: Raw -29595413.962622 + Penalty 4140.231649 = -29591273.730973
  nChanged 68
		SP:Iteration 18Q (177540.790000 sec): 3 clusters
  Score: Raw -29595441.021376 + Penalty 4140.231649 = -29591300.789727
  nChanged 57
		SP:Iteration 19Q (177542.210000 sec): 3 clusters
  Score: Raw -29595462.253564 + Penalty 4140.231649 = -29591322.021915
  nChanged 46
		SP:Iteration 20F (177543.870000 sec): 3 clusters
  Score: Raw -29595479.413360 + Penalty 4140.231649 = -29591339.181711
  nChanged 34
		SP:Iteration 21Q (177545.350000 sec): 3 clusters
  Score: Raw -29595491.624937 + Penalty 4140.231649 = -29591351.393288
  nChanged 23
		SP:Iteration 22Q (177546.820000 sec): 3 clusters
  Score: Raw -29595498.300652 + Penalty 4140.231649 = -29591358.069003
  nChanged 17
		SP:Iteration 23Q (177548.300000 sec): 3 clusters
  Score: Raw -29595503.853575 + Penalty 4140.231649 = -29591363.621925
  nChanged 8
		SP:Iteration 24Q (177549.980000 sec): 3 clusters
  Score: Raw -29595505.695786 + Penalty 4140.231649 = -29591365.464137
  nChanged 6
		SP:Iteration 25Q (177551.630000 sec): 3 clusters
  Score: Raw -29595506.688991 + Penalty 4140.231649 = -29591366.457342
  nChanged 4
		SP:Iteration 26Q (177552.980000 sec): 3 clusters
  Score: Raw -29595507.963928 + Penalty 4140.231649 = -29591367.732279
  nChanged 1
		SP:Iteration 27Q (177554.470000 sec): 3 clusters
  Score: Raw -29595508.076376 + Penalty 4140.231649 = -29591367.844727
  nChanged 0
		SP:Iteration 28F (177556.050000 sec): 3 clusters
  Score: Raw -29595508.076376 + Penalty 4140.231649 = -29591367.844727
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 50 (7500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177556.340000 sec): 2 clusters
  Score: Raw -574948.689653 + Penalty 1449.931974 = -573498.757679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177556.660000 sec): 3 clusters
  Score: Raw -570845.605607 + Penalty 2899.863947 = -567945.741659
  nChanged 3125
		SP:Iteration 1F (177556.870000 sec): 3 clusters
  Score: Raw -572681.141926 + Penalty 2899.863947 = -569781.277978
  nChanged 521
		SP:Iteration 2F (177557.120000 sec): 3 clusters
  Score: Raw -572973.246460 + Penalty 2899.863947 = -570073.382513
  nChanged 409
		SP:Iteration 3F (177557.320000 sec): 3 clusters
  Score: Raw -573195.221120 + Penalty 2899.863947 = -570295.357173
  nChanged 378
		SP:Iteration 4F (177557.530000 sec): 3 clusters
  Score: Raw -573396.874182 + Penalty 2899.863947 = -570497.010234
  nChanged 370
		SP:Iteration 5Q (177557.800000 sec): 3 clusters
  Score: Raw -573626.584503 + Penalty 2899.863947 = -570726.720556
  nChanged 328
		SP:Iteration 6Q (177558.000000 sec): 3 clusters
  Score: Raw -573790.517871 + Penalty 2899.863947 = -570890.653924
  nChanged 279
		SP:Iteration 7Q (177558.210000 sec): 3 clusters
  Score: Raw -573923.250228 + Penalty 2899.863947 = -571023.386281
  nChanged 237
		SP:Iteration 8Q (177558.410000 sec): 3 clusters
  Score: Raw -574025.769914 + Penalty 2899.863947 = -571125.905967
  nChanged 208
		SP:Iteration 9Q (177558.600000 sec): 3 clusters
  Score: Raw -574124.350944 + Penalty 2899.863947 = -571224.486997
  nChanged 191
		SP:Iteration 10Q (177558.810000 sec): 3 clusters
  Score: Raw -574219.478172 + Penalty 2899.863947 = -571319.614225
  nChanged 181
		SP:Iteration 11Q (177559.050000 sec): 3 clusters
  Score: Raw -574305.520027 + Penalty 2899.863947 = -571405.656080
  nChanged 151
		SP:Iteration 12Q (177559.260000 sec): 3 clusters
  Score: Raw -574390.752138 + Penalty 2899.863947 = -571490.888190
  nChanged 141
		SP:Iteration 13Q (177559.450000 sec): 3 clusters
  Score: Raw -574484.310512 + Penalty 2899.863947 = -571584.446565
  nChanged 158
		SP:Iteration 14Q (177559.670000 sec): 3 clusters
  Score: Raw -574581.573268 + Penalty 2899.863947 = -571681.709321
  nChanged 131
		SP:Iteration 15Q (177559.890000 sec): 3 clusters
  Score: Raw -574653.866010 + Penalty 2899.863947 = -571754.002062
  nChanged 115
		SP:Iteration 16Q (177560.070000 sec): 3 clusters
  Score: Raw -574714.136575 + Penalty 2899.863947 = -571814.272627
  nChanged 101
		SP:Iteration 17Q (177560.260000 sec): 3 clusters
  Score: Raw -574759.856733 + Penalty 2899.863947 = -571859.992786
  nChanged 78
		SP:Iteration 18Q (177560.450000 sec): 3 clusters
  Score: Raw -574793.743103 + Penalty 2899.863947 = -571893.879155
  nChanged 71
		SP:Iteration 19Q (177560.680000 sec): 3 clusters
  Score: Raw -574825.379128 + Penalty 2899.863947 = -571925.515181
  nChanged 82
		SP:Iteration 20F (177560.860000 sec): 3 clusters
  Score: Raw -574868.338178 + Penalty 2899.863947 = -571968.474230
  nChanged 79
		SP:Iteration 21Q (177561.080000 sec): 3 clusters
  Score: Raw -574903.545287 + Penalty 2899.863947 = -572003.681340
  nChanged 65
		SP:Iteration 22Q (177561.340000 sec): 3 clusters
  Score: Raw -574930.635131 + Penalty 2899.863947 = -572030.771184
  nChanged 66
		SP:Iteration 23Q (177561.520000 sec): 3 clusters
  Score: Raw -574953.008715 + Penalty 2899.863947 = -572053.144768
  nChanged 55
		SP:Iteration 24Q (177561.700000 sec): 3 clusters
  Score: Raw -574973.606700 + Penalty 2899.863947 = -572073.742753
  nChanged 57
		SP:Iteration 25Q (177561.890000 sec): 3 clusters
  Score: Raw -574999.959780 + Penalty 2899.863947 = -572100.095832
  nChanged 69
		SP:Iteration 26Q (177562.080000 sec): 3 clusters
  Score: Raw -575032.179028 + Penalty 2899.863947 = -572132.315081
  nChanged 57
		SP:Iteration 27Q (177562.300000 sec): 3 clusters
  Score: Raw -575057.573083 + Penalty 2899.863947 = -572157.709136
  nChanged 63
		SP:Iteration 28Q (177562.470000 sec): 3 clusters
  Score: Raw -575083.351227 + Penalty 2899.863947 = -572183.487279
  nChanged 66
		SP:Iteration 29Q (177562.680000 sec): 3 clusters
  Score: Raw -575112.092689 + Penalty 2899.863947 = -572212.228742
  nChanged 65
		SP:Iteration 30Q (177562.900000 sec): 3 clusters
  Score: Raw -575139.558538 + Penalty 2899.863947 = -572239.694591
  nChanged 58
		SP:Iteration 31Q (177563.100000 sec): 3 clusters
  Score: Raw -575162.106156 + Penalty 2899.863947 = -572262.242208
  nChanged 43
		SP:Iteration 32Q (177563.300000 sec): 3 clusters
  Score: Raw -575177.663250 + Penalty 2899.863947 = -572277.799303
  nChanged 34
		SP:Iteration 33Q (177563.500000 sec): 3 clusters
  Score: Raw -575191.156645 + Penalty 2899.863947 = -572291.292698
  nChanged 31
		SP:Iteration 34Q (177563.700000 sec): 3 clusters
  Score: Raw -575204.183329 + Penalty 2899.863947 = -572304.319382
  nChanged 39
		SP:Iteration 35Q (177563.880000 sec): 3 clusters
  Score: Raw -575217.380943 + Penalty 2899.863947 = -572317.516996
  nChanged 32
		SP:Iteration 36Q (177564.100000 sec): 3 clusters
  Score: Raw -575230.831310 + Penalty 2899.863947 = -572330.967363
  nChanged 34
		SP:Iteration 37Q (177564.290000 sec): 3 clusters
  Score: Raw -575243.360140 + Penalty 2899.863947 = -572343.496193
  nChanged 31
		SP:Iteration 38Q (177564.490000 sec): 3 clusters
  Score: Raw -575253.683841 + Penalty 2899.863947 = -572353.819894
  nChanged 32
		SP:Iteration 39Q (177564.690000 sec): 3 clusters
  Score: Raw -575266.435004 + Penalty 2899.863947 = -572366.571056
  nChanged 35
		SP:Iteration 40F (177564.910000 sec): 3 clusters
  Score: Raw -575278.206293 + Penalty 2899.863947 = -572378.342346
  nChanged 30
		SP:Iteration 41Q (177565.100000 sec): 3 clusters
  Score: Raw -575289.625739 + Penalty 2899.863947 = -572389.761792
  nChanged 18
		SP:Iteration 42Q (177565.330000 sec): 3 clusters
  Score: Raw -575298.123442 + Penalty 2899.863947 = -572398.259495
  nChanged 26
		SP:Iteration 43Q (177565.520000 sec): 3 clusters
  Score: Raw -575311.088484 + Penalty 2899.863947 = -572411.224537
  nChanged 21
		SP:Iteration 44Q (177565.730000 sec): 3 clusters
  Score: Raw -575319.582431 + Penalty 2899.863947 = -572419.718484
  nChanged 23
		SP:Iteration 45Q (177565.960000 sec): 3 clusters
  Score: Raw -575328.601358 + Penalty 2899.863947 = -572428.737411
  nChanged 19
		SP:Iteration 46Q (177566.180000 sec): 3 clusters
  Score: Raw -575336.320111 + Penalty 2899.863947 = -572436.456163
  nChanged 25
		SP:Iteration 47Q (177566.420000 sec): 3 clusters
  Score: Raw -575345.557655 + Penalty 2899.863947 = -572445.693708
  nChanged 22
		SP:Iteration 48Q (177566.600000 sec): 3 clusters
  Score: Raw -575355.014606 + Penalty 2899.863947 = -572455.150659
  nChanged 21
		SP:Iteration 49Q (177566.840000 sec): 3 clusters
  Score: Raw -575363.552805 + Penalty 2899.863947 = -572463.688858
  nChanged 18
		SP:Iteration 50Q (177567.040000 sec): 3 clusters
  Score: Raw -575370.620880 + Penalty 2899.863947 = -572470.756933
  nChanged 18
		SP:Iteration 51Q (177567.260000 sec): 3 clusters
  Score: Raw -575376.498778 + Penalty 2899.863947 = -572476.634831
  nChanged 10
		SP:Iteration 52Q (177567.480000 sec): 3 clusters
  Score: Raw -575379.539779 + Penalty 2899.863947 = -572479.675831
  nChanged 9
		SP:Iteration 53Q (177567.690000 sec): 3 clusters
  Score: Raw -575385.537532 + Penalty 2899.863947 = -572485.673585
  nChanged 14
		SP:Iteration 54Q (177567.880000 sec): 3 clusters
  Score: Raw -575392.117662 + Penalty 2899.863947 = -572492.253715
  nChanged 13
		SP:Iteration 55Q (177568.130000 sec): 3 clusters
  Score: Raw -575397.949724 + Penalty 2899.863947 = -572498.085777
  nChanged 12
		SP:Iteration 56Q (177568.340000 sec): 3 clusters
  Score: Raw -575402.769495 + Penalty 2899.863947 = -572502.905547
  nChanged 12
		SP:Iteration 57Q (177568.510000 sec): 3 clusters
  Score: Raw -575407.425999 + Penalty 2899.863947 = -572507.562052
  nChanged 13
		SP:Iteration 58Q (177568.730000 sec): 3 clusters
  Score: Raw -575414.848050 + Penalty 2899.863947 = -572514.984103
  nChanged 18
		SP:Iteration 59Q (177568.960000 sec): 3 clusters
  Score: Raw -575424.211055 + Penalty 2899.863947 = -572524.347107
  nChanged 13
		SP:Iteration 60F (177569.170000 sec): 3 clusters
  Score: Raw -575432.658243 + Penalty 2899.863947 = -572532.794296
  nChanged 16
		SP:Iteration 61Q (177569.410000 sec): 3 clusters
  Score: Raw -575442.023949 + Penalty 2899.863947 = -572542.160001
  nChanged 13
		SP:Iteration 62Q (177569.660000 sec): 3 clusters
  Score: Raw -575448.053180 + Penalty 2899.863947 = -572548.189233
  nChanged 15
		SP:Iteration 63Q (177569.830000 sec): 3 clusters
  Score: Raw -575455.164154 + Penalty 2899.863947 = -572555.300207
  nChanged 10
		SP:Iteration 64Q (177570.070000 sec): 3 clusters
  Score: Raw -575458.861933 + Penalty 2899.863947 = -572558.997985
  nChanged 13
		SP:Iteration 65Q (177570.310000 sec): 3 clusters
  Score: Raw -575466.147516 + Penalty 2899.863947 = -572566.283568
  nChanged 15
		SP:Iteration 66Q (177570.500000 sec): 3 clusters
  Score: Raw -575473.015113 + Penalty 2899.863947 = -572573.151165
  nChanged 18
		SP:Iteration 67Q (177570.720000 sec): 3 clusters
  Score: Raw -575480.292185 + Penalty 2899.863947 = -572580.428238
  nChanged 15
		SP:Iteration 68Q (177570.950000 sec): 3 clusters
  Score: Raw -575488.432845 + Penalty 2899.863947 = -572588.568898
  nChanged 15
		SP:Iteration 69Q (177571.130000 sec): 3 clusters
  Score: Raw -575494.464249 + Penalty 2899.863947 = -572594.600302
  nChanged 13
		SP:Iteration 70Q (177571.320000 sec): 3 clusters
  Score: Raw -575499.535409 + Penalty 2899.863947 = -572599.671462
  nChanged 8
		SP:Iteration 71Q (177571.510000 sec): 3 clusters
  Score: Raw -575502.203632 + Penalty 2899.863947 = -572602.339684
  nChanged 6
		SP:Iteration 72Q (177571.750000 sec): 3 clusters
  Score: Raw -575504.503873 + Penalty 2899.863947 = -572604.639926
  nChanged 1
		SP:Iteration 73Q (177571.960000 sec): 3 clusters
  Score: Raw -575504.830477 + Penalty 2899.863947 = -572604.966530
  nChanged 1
		SP:Iteration 74Q (177572.160000 sec): 3 clusters
  Score: Raw -575505.077185 + Penalty 2899.863947 = -572605.213238
  nChanged 1
		SP:Iteration 75Q (177572.350000 sec): 3 clusters
  Score: Raw -575505.659897 + Penalty 2899.863947 = -572605.795949
  nChanged 3
		SP:Iteration 76Q (177572.540000 sec): 3 clusters
  Score: Raw -575506.496571 + Penalty 2899.863947 = -572606.632624
  nChanged 0
		SP:Iteration 77F (177572.740000 sec): 3 clusters
  Score: Raw -575506.496571 + Penalty 2899.863947 = -572606.632624
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 51 (6868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177572.870000 sec): 2 clusters
  Score: Raw -574567.538482 + Penalty 1435.627086 = -573131.911396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177573.050000 sec): 3 clusters
  Score: Raw -570859.051976 + Penalty 2871.254172 = -567987.797804
  nChanged 2845
		SP:Iteration 1F (177573.270000 sec): 3 clusters
  Score: Raw -572376.765299 + Penalty 2871.254172 = -569505.511126
  nChanged 473
		SP:Iteration 2F (177573.450000 sec): 3 clusters
  Score: Raw -572595.368274 + Penalty 2871.254172 = -569724.114102
  nChanged 358
		SP:Iteration 3F (177573.670000 sec): 3 clusters
  Score: Raw -572735.705673 + Penalty 2871.254172 = -569864.451501
  nChanged 250
		SP:Iteration 4Q (177573.880000 sec): 3 clusters
  Score: Raw -572829.183177 + Penalty 2871.254172 = -569957.929005
  nChanged 209
		SP:Iteration 5Q (177574.080000 sec): 3 clusters
  Score: Raw -572914.308217 + Penalty 2871.254172 = -570043.054045
  nChanged 207
		SP:Iteration 6Q (177574.290000 sec): 3 clusters
  Score: Raw -573011.575017 + Penalty 2871.254172 = -570140.320845
  nChanged 226
		SP:Iteration 7Q (177574.510000 sec): 3 clusters
  Score: Raw -573126.823374 + Penalty 2871.254172 = -570255.569202
  nChanged 241
		SP:Iteration 8Q (177574.770000 sec): 3 clusters
  Score: Raw -573252.905112 + Penalty 2871.254172 = -570381.650940
  nChanged 257
		SP:Iteration 9Q (177574.980000 sec): 3 clusters
  Score: Raw -573415.509630 + Penalty 2871.254172 = -570544.255457
  nChanged 290
		SP:Iteration 10Q (177575.190000 sec): 3 clusters
  Score: Raw -573607.985809 + Penalty 2871.254172 = -570736.731637
  nChanged 299
		SP:Iteration 11Q (177575.420000 sec): 3 clusters
  Score: Raw -573812.561195 + Penalty 2871.254172 = -570941.307023
  nChanged 289
		SP:Iteration 12Q (177575.650000 sec): 3 clusters
  Score: Raw -573993.204569 + Penalty 2871.254172 = -571121.950397
  nChanged 270
		SP:Iteration 13Q (177575.870000 sec): 3 clusters
  Score: Raw -574160.748883 + Penalty 2871.254172 = -571289.494711
  nChanged 252
		SP:Iteration 14Q (177576.090000 sec): 3 clusters
  Score: Raw -574334.372940 + Penalty 2871.254172 = -571463.118768
  nChanged 269
		SP:Iteration 15Q (177576.310000 sec): 3 clusters
  Score: Raw -574510.594075 + Penalty 2871.254172 = -571639.339903
  nChanged 242
		SP:Iteration 16Q (177576.530000 sec): 3 clusters
  Score: Raw -574650.745496 + Penalty 2871.254172 = -571779.491324
  nChanged 211
		SP:Iteration 17Q (177576.770000 sec): 3 clusters
  Score: Raw -574755.111944 + Penalty 2871.254172 = -571883.857772
  nChanged 151
		SP:Iteration 18Q (177576.970000 sec): 3 clusters
  Score: Raw -574810.500490 + Penalty 2871.254172 = -571939.246318
  nChanged 104
		SP:Iteration 19Q (177577.150000 sec): 3 clusters
  Score: Raw -574839.520913 + Penalty 2871.254172 = -571968.266740
  nChanged 75
		SP:Iteration 20F (177577.370000 sec): 3 clusters
  Score: Raw -574861.849870 + Penalty 2871.254172 = -571990.595697
  nChanged 66
		SP:Iteration 21Q (177577.580000 sec): 3 clusters
  Score: Raw -574878.301216 + Penalty 2871.254172 = -572007.047044
  nChanged 50
		SP:Iteration 22Q (177577.820000 sec): 3 clusters
  Score: Raw -574889.600519 + Penalty 2871.254172 = -572018.346347
  nChanged 40
		SP:Iteration 23Q (177578.070000 sec): 3 clusters
  Score: Raw -574896.849944 + Penalty 2871.254172 = -572025.595772
  nChanged 29
		SP:Iteration 24Q (177578.280000 sec): 3 clusters
  Score: Raw -574903.089220 + Penalty 2871.254172 = -572031.835048
  nChanged 24
		SP:Iteration 25Q (177578.530000 sec): 3 clusters
  Score: Raw -574907.017366 + Penalty 2871.254172 = -572035.763194
  nChanged 21
		SP:Iteration 26Q (177578.760000 sec): 3 clusters
  Score: Raw -574909.825810 + Penalty 2871.254172 = -572038.571637
  nChanged 15
		SP:Iteration 27Q (177578.980000 sec): 3 clusters
  Score: Raw -574911.705962 + Penalty 2871.254172 = -572040.451789
  nChanged 11
		SP:Iteration 28Q (177579.180000 sec): 3 clusters
  Score: Raw -574913.203941 + Penalty 2871.254172 = -572041.949769
  nChanged 10
		SP:Iteration 29Q (177579.360000 sec): 3 clusters
  Score: Raw -574914.597081 + Penalty 2871.254172 = -572043.342909
  nChanged 11
		SP:Iteration 30Q (177579.590000 sec): 3 clusters
  Score: Raw -574915.994024 + Penalty 2871.254172 = -572044.739852
  nChanged 18
		SP:Iteration 31Q (177579.820000 sec): 3 clusters
  Score: Raw -574918.447945 + Penalty 2871.254172 = -572047.193773
  nChanged 17
		SP:Iteration 32Q (177579.960000 sec): 3 clusters
  Score: Raw -574921.017310 + Penalty 2871.254172 = -572049.763138
  nChanged 16
		SP:Iteration 33Q (177580.200000 sec): 3 clusters
  Score: Raw -574922.935040 + Penalty 2871.254172 = -572051.680868
  nChanged 13
		SP:Iteration 34Q (177580.350000 sec): 3 clusters
  Score: Raw -574924.456568 + Penalty 2871.254172 = -572053.202396
  nChanged 11
		SP:Iteration 35Q (177580.530000 sec): 3 clusters
  Score: Raw -574925.828909 + Penalty 2871.254172 = -572054.574737
  nChanged 12
		SP:Iteration 36Q (177580.760000 sec): 3 clusters
  Score: Raw -574927.449711 + Penalty 2871.254172 = -572056.195539
  nChanged 13
		SP:Iteration 37Q (177580.920000 sec): 3 clusters
  Score: Raw -574928.800118 + Penalty 2871.254172 = -572057.545946
  nChanged 13
		SP:Iteration 38Q (177581.140000 sec): 3 clusters
  Score: Raw -574930.328013 + Penalty 2871.254172 = -572059.073841
  nChanged 16
		SP:Iteration 39Q (177581.340000 sec): 3 clusters
  Score: Raw -574932.877435 + Penalty 2871.254172 = -572061.623263
  nChanged 16
		SP:Iteration 40F (177581.490000 sec): 3 clusters
  Score: Raw -574935.983521 + Penalty 2871.254172 = -572064.729349
  nChanged 13
		SP:Iteration 41Q (177581.700000 sec): 3 clusters
  Score: Raw -574938.799738 + Penalty 2871.254172 = -572067.545566
  nChanged 18
		SP:Iteration 42Q (177581.920000 sec): 3 clusters
  Score: Raw -574941.164273 + Penalty 2871.254172 = -572069.910101
  nChanged 12
		SP:Iteration 43Q (177582.060000 sec): 3 clusters
  Score: Raw -574943.207346 + Penalty 2871.254172 = -572071.953174
  nChanged 16
		SP:Iteration 44Q (177582.300000 sec): 3 clusters
  Score: Raw -574945.501276 + Penalty 2871.254172 = -572074.247104
  nChanged 11
		SP:Iteration 45Q (177582.440000 sec): 3 clusters
  Score: Raw -574946.990056 + Penalty 2871.254172 = -572075.735884
  nChanged 8
		SP:Iteration 46Q (177582.640000 sec): 3 clusters
  Score: Raw -574947.656489 + Penalty 2871.254172 = -572076.402317
  nChanged 5
		SP:Iteration 47Q (177582.870000 sec): 3 clusters
  Score: Raw -574948.166673 + Penalty 2871.254172 = -572076.912501
  nChanged 7
		SP:Iteration 48Q (177583.060000 sec): 3 clusters
  Score: Raw -574948.904047 + Penalty 2871.254172 = -572077.649874
  nChanged 6
		SP:Iteration 49Q (177583.280000 sec): 3 clusters
  Score: Raw -574950.083099 + Penalty 2871.254172 = -572078.828927
  nChanged 11
		SP:Iteration 50Q (177583.500000 sec): 3 clusters
  Score: Raw -574951.762816 + Penalty 2871.254172 = -572080.508644
  nChanged 11
		SP:Iteration 51Q (177583.720000 sec): 3 clusters
  Score: Raw -574953.259397 + Penalty 2871.254172 = -572082.005224
  nChanged 5
		SP:Iteration 52Q (177583.890000 sec): 3 clusters
  Score: Raw -574954.122351 + Penalty 2871.254172 = -572082.868178
  nChanged 6
		SP:Iteration 53Q (177584.060000 sec): 3 clusters
  Score: Raw -574954.760383 + Penalty 2871.254172 = -572083.506211
  nChanged 2
		SP:Iteration 54Q (177584.240000 sec): 3 clusters
  Score: Raw -574954.963519 + Penalty 2871.254172 = -572083.709347
  nChanged 2
		SP:Iteration 55Q (177584.430000 sec): 3 clusters
  Score: Raw -574955.332701 + Penalty 2871.254172 = -572084.078529
  nChanged 2
		SP:Iteration 56Q (177584.670000 sec): 3 clusters
  Score: Raw -574955.493660 + Penalty 2871.254172 = -572084.239488
  nChanged 4
		SP:Iteration 57Q (177584.850000 sec): 3 clusters
  Score: Raw -574955.855302 + Penalty 2871.254172 = -572084.601130
  nChanged 6
		SP:Iteration 58Q (177585.080000 sec): 3 clusters
  Score: Raw -574956.341945 + Penalty 2871.254172 = -572085.087773
  nChanged 0
		SP:Iteration 59F (177585.240000 sec): 3 clusters
  Score: Raw -574956.341945 + Penalty 2871.254172 = -572085.087773
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 52 (861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177585.340000 sec): 2 clusters
  Score: Raw -71679.845971 + Penalty 1098.190357 = -70581.655614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177585.500000 sec): 3 clusters
  Score: Raw -71458.008921 + Penalty 2196.380714 = -69261.628207
  nChanged 247
		SP:Iteration 1F (177585.680000 sec): 3 clusters
  Score: Raw -71684.024783 + Penalty 2196.380714 = -69487.644069
  nChanged 43
		SP:Iteration 2Q (177585.860000 sec): 3 clusters
  Score: Raw -71736.615801 + Penalty 2196.380714 = -69540.235087
  nChanged 30
		SP:Iteration 3Q (177586.030000 sec): 3 clusters
  Score: Raw -71773.029434 + Penalty 2196.380714 = -69576.648720
  nChanged 20
		SP:Iteration 4Q (177586.230000 sec): 3 clusters
  Score: Raw -71797.014027 + Penalty 2196.380714 = -69600.633313
  nChanged 17
		SP:Iteration 5Q (177586.410000 sec): 3 clusters
  Score: Raw -71815.008461 + Penalty 2196.380714 = -69618.627747
  nChanged 24
		SP:Iteration 6Q (177586.580000 sec): 3 clusters
  Score: Raw -71848.104784 + Penalty 2196.380714 = -69651.724070
  nChanged 18
		SP:Iteration 7Q (177586.740000 sec): 3 clusters
  Score: Raw -71872.806741 + Penalty 2196.380714 = -69676.426027
  nChanged 15
		SP:Iteration 8Q (177586.950000 sec): 3 clusters
  Score: Raw -71891.452070 + Penalty 2196.380714 = -69695.071356
  nChanged 11
		SP:Iteration 9Q (177587.100000 sec): 3 clusters
  Score: Raw -71906.296439 + Penalty 2196.380714 = -69709.915725
  nChanged 8
		SP:Iteration 10Q (177587.300000 sec): 3 clusters
  Score: Raw -71920.757728 + Penalty 2196.380714 = -69724.377014
  nChanged 15
		SP:Iteration 11Q (177587.460000 sec): 3 clusters
  Score: Raw -71947.782174 + Penalty 2196.380714 = -69751.401461
  nChanged 12
		SP:Iteration 12Q (177587.620000 sec): 3 clusters
  Score: Raw -71967.366291 + Penalty 2196.380714 = -69770.985577
  nChanged 17
		SP:Iteration 13Q (177587.820000 sec): 3 clusters
  Score: Raw -71993.015396 + Penalty 2196.380714 = -69796.634683
  nChanged 14
		SP:Iteration 14Q (177587.950000 sec): 3 clusters
  Score: Raw -72010.672015 + Penalty 2196.380714 = -69814.291301
  nChanged 9
		SP:Iteration 15Q (177588.130000 sec): 3 clusters
  Score: Raw -72018.021636 + Penalty 2196.380714 = -69821.640923
  nChanged 3
		SP:Iteration 16Q (177588.280000 sec): 3 clusters
  Score: Raw -72019.645743 + Penalty 2196.380714 = -69823.265029
  nChanged 1
		SP:Iteration 17Q (177588.480000 sec): 3 clusters
  Score: Raw -72020.108685 + Penalty 2196.380714 = -69823.727971
  nChanged 0
		SP:Iteration 18F (177588.640000 sec): 3 clusters
  Score: Raw -72020.108685 + Penalty 2196.380714 = -69823.727971
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 53 (3162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177588.750000 sec): 2 clusters
  Score: Raw -232931.978011 + Penalty 1309.581003 = -231622.397008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177588.980000 sec): 3 clusters
  Score: Raw -231436.951780 + Penalty 2619.162006 = -228817.789774
  nChanged 1202
		SP:Iteration 1F (177589.140000 sec): 3 clusters
  Score: Raw -232267.197767 + Penalty 2619.162006 = -229648.035761
  nChanged 305
		SP:Iteration 2F (177589.360000 sec): 3 clusters
  Score: Raw -232560.155676 + Penalty 2619.162006 = -229940.993670
  nChanged 234
		SP:Iteration 3F (177589.520000 sec): 3 clusters
  Score: Raw -232785.918902 + Penalty 2619.162006 = -230166.756896
  nChanged 197
		SP:Iteration 4F (177589.750000 sec): 3 clusters
  Score: Raw -233024.033507 + Penalty 2619.162006 = -230404.871501
  nChanged 203
		SP:Iteration 5F (177589.910000 sec): 3 clusters
  Score: Raw -233300.829629 + Penalty 2619.162006 = -230681.667623
  nChanged 196
		SP:Iteration 6F (177590.130000 sec): 3 clusters
  Score: Raw -233523.562835 + Penalty 2619.162006 = -230904.400829
  nChanged 150
		SP:Iteration 7Q (177590.280000 sec): 3 clusters
  Score: Raw -233679.656542 + Penalty 2619.162006 = -231060.494536
  nChanged 124
		SP:Iteration 8Q (177590.480000 sec): 3 clusters
  Score: Raw -233795.692965 + Penalty 2619.162006 = -231176.530959
  nChanged 80
		SP:Iteration 9Q (177590.660000 sec): 3 clusters
  Score: Raw -233860.672962 + Penalty 2619.162006 = -231241.510956
  nChanged 66
		SP:Iteration 10Q (177590.830000 sec): 3 clusters
  Score: Raw -233901.508212 + Penalty 2619.162006 = -231282.346206
  nChanged 42
		SP:Iteration 11Q (177591.050000 sec): 3 clusters
  Score: Raw -233927.109305 + Penalty 2619.162006 = -231307.947299
  nChanged 32
		SP:Iteration 12Q (177591.210000 sec): 3 clusters
  Score: Raw -233946.573090 + Penalty 2619.162006 = -231327.411084
  nChanged 25
		SP:Iteration 13Q (177591.440000 sec): 3 clusters
  Score: Raw -233960.557526 + Penalty 2619.162006 = -231341.395520
  nChanged 15
		SP:Iteration 14Q (177591.620000 sec): 3 clusters
  Score: Raw -233964.388778 + Penalty 2619.162006 = -231345.226773
  nChanged 12
		SP:Iteration 15Q (177591.840000 sec): 3 clusters
  Score: Raw -233968.548602 + Penalty 2619.162006 = -231349.386597
  nChanged 9
		SP:Iteration 16Q (177592.030000 sec): 3 clusters
  Score: Raw -233972.608781 + Penalty 2619.162006 = -231353.446775
  nChanged 4
		SP:Iteration 17Q (177592.210000 sec): 3 clusters
  Score: Raw -233975.559473 + Penalty 2619.162006 = -231356.397467
  nChanged 6
		SP:Iteration 18Q (177592.450000 sec): 3 clusters
  Score: Raw -233979.346480 + Penalty 2619.162006 = -231360.184474
  nChanged 6
		SP:Iteration 19Q (177592.640000 sec): 3 clusters
  Score: Raw -233981.420892 + Penalty 2619.162006 = -231362.258886
  nChanged 4
		SP:Iteration 20F (177592.810000 sec): 3 clusters
  Score: Raw -233982.474007 + Penalty 2619.162006 = -231363.312001
  nChanged 2
		SP:Iteration 21Q (177593.040000 sec): 3 clusters
  Score: Raw -233983.565601 + Penalty 2619.162006 = -231364.403595
  nChanged 3
		SP:Iteration 22Q (177593.210000 sec): 3 clusters
  Score: Raw -233985.483022 + Penalty 2619.162006 = -231366.321016
  nChanged 5
		SP:Iteration 23Q (177593.400000 sec): 3 clusters
  Score: Raw -233986.358555 + Penalty 2619.162006 = -231367.196549
  nChanged 3
		SP:Iteration 24Q (177593.600000 sec): 3 clusters
  Score: Raw -233986.851957 + Penalty 2619.162006 = -231367.689952
  nChanged 2
		SP:Iteration 25Q (177593.760000 sec): 3 clusters
  Score: Raw -233987.328254 + Penalty 2619.162006 = -231368.166248
  nChanged 1
		SP:Iteration 26Q (177593.960000 sec): 3 clusters
  Score: Raw -233987.506694 + Penalty 2619.162006 = -231368.344688
  nChanged 0
		SP:Iteration 27F (177594.180000 sec): 3 clusters
  Score: Raw -233987.506694 + Penalty 2619.162006 = -231368.344688
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 54 (3576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177594.290000 sec): 2 clusters
  Score: Raw -318177.307343 + Penalty 1329.575022 = -316847.732320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177594.460000 sec): 3 clusters
  Score: Raw -316398.023589 + Penalty 2659.150044 = -313738.873544
  nChanged 1400
		SP:Iteration 1F (177594.640000 sec): 3 clusters
  Score: Raw -317168.325980 + Penalty 2659.150044 = -314509.175936
  nChanged 271
		SP:Iteration 2F (177594.820000 sec): 3 clusters
  Score: Raw -317314.640283 + Penalty 2659.150044 = -314655.490239
  nChanged 184
		SP:Iteration 3F (177595.010000 sec): 3 clusters
  Score: Raw -317412.487986 + Penalty 2659.150044 = -314753.337942
  nChanged 150
		SP:Iteration 4Q (177595.190000 sec): 3 clusters
  Score: Raw -317499.947133 + Penalty 2659.150044 = -314840.797089
  nChanged 119
		SP:Iteration 5Q (177595.410000 sec): 3 clusters
  Score: Raw -317573.411314 + Penalty 2659.150044 = -314914.261270
  nChanged 114
		SP:Iteration 6Q (177595.600000 sec): 3 clusters
  Score: Raw -317642.794017 + Penalty 2659.150044 = -314983.643973
  nChanged 121
		SP:Iteration 7Q (177595.770000 sec): 3 clusters
  Score: Raw -317709.741037 + Penalty 2659.150044 = -315050.590992
  nChanged 105
		SP:Iteration 8Q (177596.000000 sec): 3 clusters
  Score: Raw -317762.508058 + Penalty 2659.150044 = -315103.358014
  nChanged 101
		SP:Iteration 9Q (177596.230000 sec): 3 clusters
  Score: Raw -317824.564975 + Penalty 2659.150044 = -315165.414930
  nChanged 109
		SP:Iteration 10Q (177596.440000 sec): 3 clusters
  Score: Raw -317896.949562 + Penalty 2659.150044 = -315237.799518
  nChanged 107
		SP:Iteration 11Q (177596.660000 sec): 3 clusters
  Score: Raw -317958.205416 + Penalty 2659.150044 = -315299.055372
  nChanged 90
		SP:Iteration 12Q (177596.820000 sec): 3 clusters
  Score: Raw -318011.450877 + Penalty 2659.150044 = -315352.300833
  nChanged 79
		SP:Iteration 13Q (177597.030000 sec): 3 clusters
  Score: Raw -318064.781745 + Penalty 2659.150044 = -315405.631701
  nChanged 73
		SP:Iteration 14Q (177597.260000 sec): 3 clusters
  Score: Raw -318116.315375 + Penalty 2659.150044 = -315457.165331
  nChanged 71
		SP:Iteration 15Q (177597.460000 sec): 3 clusters
  Score: Raw -318154.925530 + Penalty 2659.150044 = -315495.775485
  nChanged 49
		SP:Iteration 16Q (177597.660000 sec): 3 clusters
  Score: Raw -318185.694888 + Penalty 2659.150044 = -315526.544844
  nChanged 52
		SP:Iteration 17Q (177597.870000 sec): 3 clusters
  Score: Raw -318217.213763 + Penalty 2659.150044 = -315558.063719
  nChanged 48
		SP:Iteration 18Q (177598.060000 sec): 3 clusters
  Score: Raw -318246.208572 + Penalty 2659.150044 = -315587.058528
  nChanged 37
		SP:Iteration 19Q (177598.270000 sec): 3 clusters
  Score: Raw -318262.803847 + Penalty 2659.150044 = -315603.653803
  nChanged 31
		SP:Iteration 20F (177598.490000 sec): 3 clusters
  Score: Raw -318280.450073 + Penalty 2659.150044 = -315621.300028
  nChanged 33
		SP:Iteration 21Q (177598.690000 sec): 3 clusters
  Score: Raw -318299.111470 + Penalty 2659.150044 = -315639.961426
  nChanged 24
		SP:Iteration 22Q (177598.860000 sec): 3 clusters
  Score: Raw -318315.469064 + Penalty 2659.150044 = -315656.319020
  nChanged 20
		SP:Iteration 23Q (177599.040000 sec): 3 clusters
  Score: Raw -318331.602174 + Penalty 2659.150044 = -315672.452129
  nChanged 14
		SP:Iteration 24Q (177599.220000 sec): 3 clusters
  Score: Raw -318338.665942 + Penalty 2659.150044 = -315679.515898
  nChanged 20
		SP:Iteration 25Q (177599.410000 sec): 3 clusters
  Score: Raw -318347.868051 + Penalty 2659.150044 = -315688.718007
  nChanged 13
		SP:Iteration 26Q (177599.620000 sec): 3 clusters
  Score: Raw -318354.032710 + Penalty 2659.150044 = -315694.882666
  nChanged 8
		SP:Iteration 27Q (177599.830000 sec): 3 clusters
  Score: Raw -318359.219588 + Penalty 2659.150044 = -315700.069543
  nChanged 7
		SP:Iteration 28Q (177600.060000 sec): 3 clusters
  Score: Raw -318363.868675 + Penalty 2659.150044 = -315704.718631
  nChanged 6
		SP:Iteration 29Q (177600.240000 sec): 3 clusters
  Score: Raw -318367.090500 + Penalty 2659.150044 = -315707.940456
  nChanged 2
		SP:Iteration 30Q (177600.440000 sec): 3 clusters
  Score: Raw -318368.638978 + Penalty 2659.150044 = -315709.488933
  nChanged 2
		SP:Iteration 31Q (177600.650000 sec): 3 clusters
  Score: Raw -318370.052600 + Penalty 2659.150044 = -315710.902556
  nChanged 1
		SP:Iteration 32Q (177600.890000 sec): 3 clusters
  Score: Raw -318370.300582 + Penalty 2659.150044 = -315711.150537
  nChanged 0
		SP:Iteration 33F (177601.140000 sec): 3 clusters
  Score: Raw -318370.300582 + Penalty 2659.150044 = -315711.150537
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 55 (8255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177601.270000 sec): 2 clusters
  Score: Raw -706926.247944 + Penalty 1465.518333 = -705460.729611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177601.480000 sec): 3 clusters
  Score: Raw -702320.783092 + Penalty 2931.036666 = -699389.746426
  nChanged 3547
		SP:Iteration 1F (177601.740000 sec): 3 clusters
  Score: Raw -704211.557434 + Penalty 2931.036666 = -701280.520768
  nChanged 510
		SP:Iteration 2F (177601.960000 sec): 3 clusters
  Score: Raw -704434.494579 + Penalty 2931.036666 = -701503.457913
  nChanged 411
		SP:Iteration 3Q (177602.160000 sec): 3 clusters
  Score: Raw -704621.330778 + Penalty 2931.036666 = -701690.294112
  nChanged 380
		SP:Iteration 4Q (177602.400000 sec): 3 clusters
  Score: Raw -704815.888156 + Penalty 2931.036666 = -701884.851490
  nChanged 349
		SP:Iteration 5Q (177602.670000 sec): 3 clusters
  Score: Raw -704997.231168 + Penalty 2931.036666 = -702066.194503
  nChanged 354
		SP:Iteration 6Q (177602.860000 sec): 3 clusters
  Score: Raw -705200.109098 + Penalty 2931.036666 = -702269.072432
  nChanged 351
		SP:Iteration 7Q (177603.070000 sec): 3 clusters
  Score: Raw -705403.378520 + Penalty 2931.036666 = -702472.341855
  nChanged 312
		SP:Iteration 8Q (177603.300000 sec): 3 clusters
  Score: Raw -705580.730596 + Penalty 2931.036666 = -702649.693931
  nChanged 307
		SP:Iteration 9Q (177603.490000 sec): 3 clusters
  Score: Raw -705734.666606 + Penalty 2931.036666 = -702803.629940
  nChanged 279
		SP:Iteration 10Q (177603.720000 sec): 3 clusters
  Score: Raw -705868.075194 + Penalty 2931.036666 = -702937.038528
  nChanged 237
		SP:Iteration 11Q (177603.940000 sec): 3 clusters
  Score: Raw -705959.676067 + Penalty 2931.036666 = -703028.639402
  nChanged 211
		SP:Iteration 12Q (177604.150000 sec): 3 clusters
  Score: Raw -706049.121207 + Penalty 2931.036666 = -703118.084541
  nChanged 211
		SP:Iteration 13Q (177604.390000 sec): 3 clusters
  Score: Raw -706141.002268 + Penalty 2931.036666 = -703209.965602
  nChanged 196
		SP:Iteration 14Q (177604.620000 sec): 3 clusters
  Score: Raw -706235.046339 + Penalty 2931.036666 = -703304.009673
  nChanged 221
		SP:Iteration 15Q (177604.850000 sec): 3 clusters
  Score: Raw -706350.456858 + Penalty 2931.036666 = -703419.420192
  nChanged 211
		SP:Iteration 16Q (177605.110000 sec): 3 clusters
  Score: Raw -706452.637638 + Penalty 2931.036666 = -703521.600973
  nChanged 164
		SP:Iteration 17Q (177605.370000 sec): 3 clusters
  Score: Raw -706522.733661 + Penalty 2931.036666 = -703591.696995
  nChanged 143
		SP:Iteration 18Q (177605.570000 sec): 3 clusters
  Score: Raw -706578.676340 + Penalty 2931.036666 = -703647.639674
  nChanged 126
		SP:Iteration 19Q (177605.860000 sec): 3 clusters
  Score: Raw -706624.273425 + Penalty 2931.036666 = -703693.236759
  nChanged 122
		SP:Iteration 20F (177606.170000 sec): 3 clusters
  Score: Raw -706659.763626 + Penalty 2931.036666 = -703728.726960
  nChanged 84
		SP:Iteration 21Q (177606.370000 sec): 3 clusters
  Score: Raw -706678.538083 + Penalty 2931.036666 = -703747.501417
  nChanged 63
		SP:Iteration 22Q (177606.530000 sec): 3 clusters
  Score: Raw -706691.464609 + Penalty 2931.036666 = -703760.427943
  nChanged 52
		SP:Iteration 23Q (177606.840000 sec): 3 clusters
  Score: Raw -706702.470845 + Penalty 2931.036666 = -703771.434179
  nChanged 39
		SP:Iteration 24Q (177607.020000 sec): 3 clusters
  Score: Raw -706711.093330 + Penalty 2931.036666 = -703780.056664
  nChanged 28
		SP:Iteration 25Q (177607.240000 sec): 3 clusters
  Score: Raw -706716.545168 + Penalty 2931.036666 = -703785.508502
  nChanged 31
		SP:Iteration 26Q (177607.470000 sec): 3 clusters
  Score: Raw -706721.427631 + Penalty 2931.036666 = -703790.390965
  nChanged 24
		SP:Iteration 27Q (177607.680000 sec): 3 clusters
  Score: Raw -706725.688678 + Penalty 2931.036666 = -703794.652012
  nChanged 23
		SP:Iteration 28Q (177607.900000 sec): 3 clusters
  Score: Raw -706730.134648 + Penalty 2931.036666 = -703799.097982
  nChanged 28
		SP:Iteration 29Q (177608.130000 sec): 3 clusters
  Score: Raw -706736.930584 + Penalty 2931.036666 = -703805.893918
  nChanged 34
		SP:Iteration 30Q (177608.350000 sec): 3 clusters
  Score: Raw -706744.477218 + Penalty 2931.036666 = -703813.440552
  nChanged 32
		SP:Iteration 31Q (177608.580000 sec): 3 clusters
  Score: Raw -706751.080208 + Penalty 2931.036666 = -703820.043542
  nChanged 22
		SP:Iteration 32Q (177608.750000 sec): 3 clusters
  Score: Raw -706755.606006 + Penalty 2931.036666 = -703824.569340
  nChanged 19
		SP:Iteration 33Q (177608.970000 sec): 3 clusters
  Score: Raw -706760.282016 + Penalty 2931.036666 = -703829.245350
  nChanged 24
		SP:Iteration 34Q (177609.230000 sec): 3 clusters
  Score: Raw -706764.975847 + Penalty 2931.036666 = -703833.939181
  nChanged 19
		SP:Iteration 35Q (177609.420000 sec): 3 clusters
  Score: Raw -706767.439316 + Penalty 2931.036666 = -703836.402650
  nChanged 7
		SP:Iteration 36Q (177609.620000 sec): 3 clusters
  Score: Raw -706768.294612 + Penalty 2931.036666 = -703837.257946
  nChanged 8
		SP:Iteration 37Q (177609.840000 sec): 3 clusters
  Score: Raw -706769.537632 + Penalty 2931.036666 = -703838.500967
  nChanged 9
		SP:Iteration 38Q (177610.030000 sec): 3 clusters
  Score: Raw -706770.938302 + Penalty 2931.036666 = -703839.901636
  nChanged 4
		SP:Iteration 39Q (177610.270000 sec): 3 clusters
  Score: Raw -706771.250492 + Penalty 2931.036666 = -703840.213826
  nChanged 1
		SP:Iteration 40F (177610.460000 sec): 3 clusters
  Score: Raw -706771.357487 + Penalty 2931.036666 = -703840.320821
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 56 (6284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177610.620000 sec): 2 clusters
  Score: Raw -493731.153765 + Penalty 1421.186325 = -492309.967440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177610.800000 sec): 3 clusters
  Score: Raw -490400.562100 + Penalty 2842.372650 = -487558.189450
  nChanged 2624
		SP:Iteration 1F (177611.000000 sec): 3 clusters
  Score: Raw -491997.587413 + Penalty 2842.372650 = -489155.214763
  nChanged 554
		SP:Iteration 2F (177611.230000 sec): 3 clusters
  Score: Raw -492389.615416 + Penalty 2842.372650 = -489547.242766
  nChanged 437
		SP:Iteration 3F (177611.430000 sec): 3 clusters
  Score: Raw -492701.194472 + Penalty 2842.372650 = -489858.821822
  nChanged 390
		SP:Iteration 4F (177611.640000 sec): 3 clusters
  Score: Raw -492991.139242 + Penalty 2842.372650 = -490148.766592
  nChanged 346
		SP:Iteration 5F (177611.850000 sec): 3 clusters
  Score: Raw -493224.434044 + Penalty 2842.372650 = -490382.061394
  nChanged 289
		SP:Iteration 6Q (177612.000000 sec): 3 clusters
  Score: Raw -493380.880220 + Penalty 2842.372650 = -490538.507571
  nChanged 215
		SP:Iteration 7Q (177612.250000 sec): 3 clusters
  Score: Raw -493500.097051 + Penalty 2842.372650 = -490657.724401
  nChanged 196
		SP:Iteration 8Q (177612.470000 sec): 3 clusters
  Score: Raw -493610.107790 + Penalty 2842.372650 = -490767.735140
  nChanged 195
		SP:Iteration 9Q (177612.680000 sec): 3 clusters
  Score: Raw -493729.277001 + Penalty 2842.372650 = -490886.904351
  nChanged 185
		SP:Iteration 10Q (177612.870000 sec): 3 clusters
  Score: Raw -493859.902747 + Penalty 2842.372650 = -491017.530097
  nChanged 185
		SP:Iteration 11Q (177613.080000 sec): 3 clusters
  Score: Raw -493986.833108 + Penalty 2842.372650 = -491144.460458
  nChanged 167
		SP:Iteration 12Q (177613.290000 sec): 3 clusters
  Score: Raw -494109.309205 + Penalty 2842.372650 = -491266.936556
  nChanged 165
		SP:Iteration 13Q (177613.520000 sec): 3 clusters
  Score: Raw -494232.193172 + Penalty 2842.372650 = -491389.820522
  nChanged 140
		SP:Iteration 14Q (177613.730000 sec): 3 clusters
  Score: Raw -494341.378719 + Penalty 2842.372650 = -491499.006069
  nChanged 118
		SP:Iteration 15Q (177613.950000 sec): 3 clusters
  Score: Raw -494450.115515 + Penalty 2842.372650 = -491607.742866
  nChanged 93
		SP:Iteration 16Q (177614.190000 sec): 3 clusters
  Score: Raw -494529.780581 + Penalty 2842.372650 = -491687.407932
  nChanged 73
		SP:Iteration 17Q (177614.400000 sec): 3 clusters
  Score: Raw -494583.052455 + Penalty 2842.372650 = -491740.679806
  nChanged 47
		SP:Iteration 18Q (177614.580000 sec): 3 clusters
  Score: Raw -494612.850536 + Penalty 2842.372650 = -491770.477886
  nChanged 36
		SP:Iteration 19Q (177614.820000 sec): 3 clusters
  Score: Raw -494632.474505 + Penalty 2842.372650 = -491790.101855
  nChanged 23
		SP:Iteration 20F (177615.030000 sec): 3 clusters
  Score: Raw -494643.206169 + Penalty 2842.372650 = -491800.833519
  nChanged 15
		SP:Iteration 21Q (177615.220000 sec): 3 clusters
  Score: Raw -494650.617190 + Penalty 2842.372650 = -491808.244540
  nChanged 10
		SP:Iteration 22Q (177615.420000 sec): 3 clusters
  Score: Raw -494654.183925 + Penalty 2842.372650 = -491811.811275
  nChanged 6
		SP:Iteration 23Q (177615.620000 sec): 3 clusters
  Score: Raw -494656.108291 + Penalty 2842.372650 = -491813.735642
  nChanged 1
		SP:Iteration 24Q (177615.830000 sec): 3 clusters
  Score: Raw -494656.289416 + Penalty 2842.372650 = -491813.916767
  nChanged 1
		SP:Iteration 25Q (177616.060000 sec): 3 clusters
  Score: Raw -494656.373190 + Penalty 2842.372650 = -491814.000541
  nChanged 1
		SP:Iteration 26Q (177616.270000 sec): 3 clusters
  Score: Raw -494656.707586 + Penalty 2842.372650 = -491814.334937
  nChanged 1
		SP:Iteration 27Q (177616.450000 sec): 3 clusters
  Score: Raw -494656.853673 + Penalty 2842.372650 = -491814.481023
  nChanged 0
		SP:Iteration 28F (177616.680000 sec): 3 clusters
  Score: Raw -494656.853673 + Penalty 2842.372650 = -491814.481023
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 57 (7030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177616.800000 sec): 2 clusters
  Score: Raw -598361.532961 + Penalty 1439.415573 = -596922.117388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177617.010000 sec): 3 clusters
  Score: Raw -594518.950861 + Penalty 2878.831145 = -591640.119716
  nChanged 2927
		SP:Iteration 1F (177617.230000 sec): 3 clusters
  Score: Raw -596164.630188 + Penalty 2878.831145 = -593285.799043
  nChanged 514
		SP:Iteration 2F (177617.430000 sec): 3 clusters
  Score: Raw -596474.593854 + Penalty 2878.831145 = -593595.762709
  nChanged 410
		SP:Iteration 3F (177617.680000 sec): 3 clusters
  Score: Raw -596689.573950 + Penalty 2878.831145 = -593810.742805
  nChanged 322
		SP:Iteration 4Q (177617.880000 sec): 3 clusters
  Score: Raw -596838.153150 + Penalty 2878.831145 = -593959.322005
  nChanged 272
		SP:Iteration 5Q (177618.120000 sec): 3 clusters
  Score: Raw -596975.437903 + Penalty 2878.831145 = -594096.606758
  nChanged 265
		SP:Iteration 6Q (177618.340000 sec): 3 clusters
  Score: Raw -597101.909956 + Penalty 2878.831145 = -594223.078811
  nChanged 211
		SP:Iteration 7Q (177618.550000 sec): 3 clusters
  Score: Raw -597205.442161 + Penalty 2878.831145 = -594326.611016
  nChanged 209
		SP:Iteration 8Q (177618.800000 sec): 3 clusters
  Score: Raw -597315.472760 + Penalty 2878.831145 = -594436.641615
  nChanged 215
		SP:Iteration 9Q (177619.010000 sec): 3 clusters
  Score: Raw -597433.950550 + Penalty 2878.831145 = -594555.119405
  nChanged 192
		SP:Iteration 10Q (177619.220000 sec): 3 clusters
  Score: Raw -597542.390350 + Penalty 2878.831145 = -594663.559205
  nChanged 193
		SP:Iteration 11Q (177619.470000 sec): 3 clusters
  Score: Raw -597650.479215 + Penalty 2878.831145 = -594771.648069
  nChanged 193
		SP:Iteration 12Q (177619.660000 sec): 3 clusters
  Score: Raw -597756.116447 + Penalty 2878.831145 = -594877.285302
  nChanged 194
		SP:Iteration 13Q (177619.870000 sec): 3 clusters
  Score: Raw -597860.246230 + Penalty 2878.831145 = -594981.415085
  nChanged 166
		SP:Iteration 14Q (177620.030000 sec): 3 clusters
  Score: Raw -597936.522609 + Penalty 2878.831145 = -595057.691464
  nChanged 124
		SP:Iteration 15Q (177620.200000 sec): 3 clusters
  Score: Raw -597986.670911 + Penalty 2878.831145 = -595107.839766
  nChanged 100
		SP:Iteration 16Q (177620.350000 sec): 3 clusters
  Score: Raw -598032.782920 + Penalty 2878.831145 = -595153.951775
  nChanged 101
		SP:Iteration 17Q (177620.540000 sec): 3 clusters
  Score: Raw -598066.298252 + Penalty 2878.831145 = -595187.467107
  nChanged 79
		SP:Iteration 18Q (177620.760000 sec): 3 clusters
  Score: Raw -598098.111859 + Penalty 2878.831145 = -595219.280714
  nChanged 70
		SP:Iteration 19Q (177620.970000 sec): 3 clusters
  Score: Raw -598125.449288 + Penalty 2878.831145 = -595246.618143
  nChanged 73
		SP:Iteration 20F (177621.200000 sec): 3 clusters
  Score: Raw -598158.285998 + Penalty 2878.831145 = -595279.454853
  nChanged 71
		SP:Iteration 21Q (177621.350000 sec): 3 clusters
  Score: Raw -598185.521885 + Penalty 2878.831145 = -595306.690740
  nChanged 61
		SP:Iteration 22Q (177621.530000 sec): 3 clusters
  Score: Raw -598208.649763 + Penalty 2878.831145 = -595329.818618
  nChanged 59
		SP:Iteration 23Q (177621.760000 sec): 3 clusters
  Score: Raw -598235.089985 + Penalty 2878.831145 = -595356.258840
  nChanged 67
		SP:Iteration 24Q (177621.950000 sec): 3 clusters
  Score: Raw -598265.272621 + Penalty 2878.831145 = -595386.441476
  nChanged 66
		SP:Iteration 25Q (177622.120000 sec): 3 clusters
  Score: Raw -598299.067187 + Penalty 2878.831145 = -595420.236042
  nChanged 65
		SP:Iteration 26Q (177622.280000 sec): 3 clusters
  Score: Raw -598340.555078 + Penalty 2878.831145 = -595461.723932
  nChanged 71
		SP:Iteration 27Q (177622.510000 sec): 3 clusters
  Score: Raw -598383.672933 + Penalty 2878.831145 = -595504.841788
  nChanged 71
		SP:Iteration 28Q (177622.700000 sec): 3 clusters
  Score: Raw -598422.262167 + Penalty 2878.831145 = -595543.431022
  nChanged 67
		SP:Iteration 29Q (177622.840000 sec): 3 clusters
  Score: Raw -598450.621251 + Penalty 2878.831145 = -595571.790106
  nChanged 48
		SP:Iteration 30Q (177623.080000 sec): 3 clusters
  Score: Raw -598471.170670 + Penalty 2878.831145 = -595592.339525
  nChanged 43
		SP:Iteration 31Q (177623.290000 sec): 3 clusters
  Score: Raw -598485.404902 + Penalty 2878.831145 = -595606.573756
  nChanged 40
		SP:Iteration 32Q (177623.400000 sec): 3 clusters
  Score: Raw -598498.732364 + Penalty 2878.831145 = -595619.901219
  nChanged 34
		SP:Iteration 33Q (177623.590000 sec): 3 clusters
  Score: Raw -598511.978569 + Penalty 2878.831145 = -595633.147424
  nChanged 25
		SP:Iteration 34Q (177623.770000 sec): 3 clusters
  Score: Raw -598519.625411 + Penalty 2878.831145 = -595640.794266
  nChanged 20
		SP:Iteration 35Q (177623.980000 sec): 3 clusters
  Score: Raw -598526.969565 + Penalty 2878.831145 = -595648.138420
  nChanged 22
		SP:Iteration 36Q (177624.140000 sec): 3 clusters
  Score: Raw -598535.415073 + Penalty 2878.831145 = -595656.583928
  nChanged 21
		SP:Iteration 37Q (177624.340000 sec): 3 clusters
  Score: Raw -598541.753093 + Penalty 2878.831145 = -595662.921948
  nChanged 19
		SP:Iteration 38Q (177624.520000 sec): 3 clusters
  Score: Raw -598550.492679 + Penalty 2878.831145 = -595671.661534
  nChanged 23
		SP:Iteration 39Q (177624.710000 sec): 3 clusters
  Score: Raw -598557.652296 + Penalty 2878.831145 = -595678.821151
  nChanged 15
		SP:Iteration 40F (177624.890000 sec): 3 clusters
  Score: Raw -598561.060664 + Penalty 2878.831145 = -595682.229519
  nChanged 8
		SP:Iteration 41Q (177625.080000 sec): 3 clusters
  Score: Raw -598563.101973 + Penalty 2878.831145 = -595684.270828
  nChanged 6
		SP:Iteration 42Q (177625.260000 sec): 3 clusters
  Score: Raw -598564.803626 + Penalty 2878.831145 = -595685.972481
  nChanged 6
		SP:Iteration 43Q (177625.450000 sec): 3 clusters
  Score: Raw -598566.603374 + Penalty 2878.831145 = -595687.772228
  nChanged 6
		SP:Iteration 44Q (177625.740000 sec): 3 clusters
  Score: Raw -598567.701866 + Penalty 2878.831145 = -595688.870721
  nChanged 8
		SP:Iteration 45Q (177625.930000 sec): 3 clusters
  Score: Raw -598569.160782 + Penalty 2878.831145 = -595690.329637
  nChanged 5
		SP:Iteration 46Q (177626.130000 sec): 3 clusters
  Score: Raw -598570.100140 + Penalty 2878.831145 = -595691.268995
  nChanged 3
		SP:Iteration 47Q (177626.360000 sec): 3 clusters
  Score: Raw -598570.884883 + Penalty 2878.831145 = -595692.053738
  nChanged 1
		SP:Iteration 48Q (177626.540000 sec): 3 clusters
  Score: Raw -598571.043510 + Penalty 2878.831145 = -595692.212365
  nChanged 0
		SP:Iteration 49F (177626.760000 sec): 3 clusters
  Score: Raw -598571.043510 + Penalty 2878.831145 = -595692.212365
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 58 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177626.850000 sec): 2 clusters
  Score: Raw -13125.601970 + Penalty 827.734408 = -12297.867562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177627.060000 sec): 3 clusters
  Score: Raw -13203.265736 + Penalty 1655.468815 = -11547.796921
  nChanged 17
		SP:Iteration 1F (177627.220000 sec): 3 clusters
  Score: Raw -13262.336172 + Penalty 1655.468815 = -11606.867357
  nChanged 1
		SP:Iteration 2Q (177627.380000 sec): 3 clusters
  Score: Raw -13263.878277 + Penalty 1655.468815 = -11608.409462
  nChanged 1
		SP:Iteration 3Q (177627.580000 sec): 3 clusters
  Score: Raw -13268.006667 + Penalty 1655.468815 = -11612.537852
  nChanged 1
		SP:Iteration 4Q (177627.800000 sec): 3 clusters
  Score: Raw -13274.011029 + Penalty 1655.468815 = -11618.542214
  nChanged 0
		SP:Iteration 5F (177627.950000 sec): 3 clusters
  Score: Raw -13274.011029 + Penalty 1655.468815 = -11618.542214
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 59 (339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177628.050000 sec): 2 clusters
  Score: Raw -26928.187654 + Penalty 946.725017 = -25981.462637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177628.230000 sec): 3 clusters
  Score: Raw -26960.686988 + Penalty 1893.450035 = -25067.236953
  nChanged 59
		SP:Iteration 1F (177628.380000 sec): 3 clusters
  Score: Raw -27099.533240 + Penalty 1893.450035 = -25206.083205
  nChanged 14
		SP:Iteration 2Q (177628.580000 sec): 3 clusters
  Score: Raw -27126.448478 + Penalty 1893.450035 = -25232.998443
  nChanged 1
		SP:Iteration 3Q (177628.770000 sec): 3 clusters
  Score: Raw -27128.425736 + Penalty 1893.450035 = -25234.975701
  nChanged 1
		SP:Iteration 4Q (177628.940000 sec): 3 clusters
  Score: Raw -27129.353030 + Penalty 1893.450035 = -25235.902995
  nChanged 2
		SP:Iteration 5Q (177629.080000 sec): 3 clusters
  Score: Raw -27136.579589 + Penalty 1893.450035 = -25243.129554
  nChanged 2
		SP:Iteration 6Q (177629.240000 sec): 3 clusters
  Score: Raw -27143.754898 + Penalty 1893.450035 = -25250.304863
  nChanged 6
		SP:Iteration 7Q (177629.380000 sec): 3 clusters
  Score: Raw -27158.164085 + Penalty 1893.450035 = -25264.714051
  nChanged 5
		SP:Iteration 8Q (177629.550000 sec): 3 clusters
  Score: Raw -27190.319960 + Penalty 1893.450035 = -25296.869925
  nChanged 5
		SP:Iteration 9Q (177629.740000 sec): 3 clusters
  Score: Raw -27210.926425 + Penalty 1893.450035 = -25317.476390
  nChanged 6
		SP:Iteration 10Q (177629.880000 sec): 3 clusters
  Score: Raw -27228.881852 + Penalty 1893.450035 = -25335.431817
  nChanged 5
		SP:Iteration 11Q (177630.090000 sec): 3 clusters
  Score: Raw -27238.529572 + Penalty 1893.450035 = -25345.079537
  nChanged 3
		SP:Iteration 12Q (177630.280000 sec): 3 clusters
  Score: Raw -27248.297994 + Penalty 1893.450035 = -25354.847959
  nChanged 2
		SP:Iteration 13Q (177630.480000 sec): 3 clusters
  Score: Raw -27254.615927 + Penalty 1893.450035 = -25361.165892
  nChanged 1
		SP:Iteration 14Q (177630.690000 sec): 3 clusters
  Score: Raw -27255.783721 + Penalty 1893.450035 = -25362.333686
  nChanged 1
		SP:Iteration 15Q (177630.850000 sec): 3 clusters
  Score: Raw -27258.142972 + Penalty 1893.450035 = -25364.692938
  nChanged 1
		SP:Iteration 16Q (177631.020000 sec): 3 clusters
  Score: Raw -27263.757827 + Penalty 1893.450035 = -25370.307792
  nChanged 0
		SP:Iteration 17F (177631.210000 sec): 3 clusters
  Score: Raw -27263.757827 + Penalty 1893.450035 = -25370.307792
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 60 (23783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177631.480000 sec): 2 clusters
  Score: Raw -1933279.024842 + Penalty 1637.468027 = -1931641.556815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177631.790000 sec): 3 clusters
  Score: Raw -1918841.557105 + Penalty 3274.936054 = -1915566.621052
  nChanged 10852
		SP:Iteration 1F (177632.100000 sec): 3 clusters
  Score: Raw -1925210.363778 + Penalty 3274.936054 = -1921935.427724
  nChanged 1390
		SP:Iteration 2F (177632.380000 sec): 3 clusters
  Score: Raw -1925887.768036 + Penalty 3274.936054 = -1922612.831983
  nChanged 1442
		SP:Iteration 3F (177632.680000 sec): 3 clusters
  Score: Raw -1926764.470479 + Penalty 3274.936054 = -1923489.534426
  nChanged 1486
		SP:Iteration 4F (177632.980000 sec): 3 clusters
  Score: Raw -1927731.206314 + Penalty 3274.936054 = -1924456.270260
  nChanged 1505
		SP:Iteration 5F (177633.280000 sec): 3 clusters
  Score: Raw -1928745.401069 + Penalty 3274.936054 = -1925470.465015
  nChanged 1462
		SP:Iteration 6F (177633.520000 sec): 3 clusters
  Score: Raw -1929716.466536 + Penalty 3274.936054 = -1926441.530482
  nChanged 1358
		SP:Iteration 7F (177633.800000 sec): 3 clusters
  Score: Raw -1930554.682298 + Penalty 3274.936054 = -1927279.746245
  nChanged 1135
		SP:Iteration 8Q (177634.130000 sec): 3 clusters
  Score: Raw -1931199.361976 + Penalty 3274.936054 = -1927924.425923
  nChanged 903
		SP:Iteration 9Q (177634.390000 sec): 3 clusters
  Score: Raw -1931626.946142 + Penalty 3274.936054 = -1928352.010089
  nChanged 742
		SP:Iteration 10Q (177634.730000 sec): 3 clusters
  Score: Raw -1931928.239166 + Penalty 3274.936054 = -1928653.303113
  nChanged 591
		SP:Iteration 11Q (177635.000000 sec): 3 clusters
  Score: Raw -1932137.623421 + Penalty 3274.936054 = -1928862.687367
  nChanged 437
		SP:Iteration 12Q (177635.300000 sec): 3 clusters
  Score: Raw -1932273.448434 + Penalty 3274.936054 = -1928998.512381
  nChanged 343
		SP:Iteration 13Q (177635.580000 sec): 3 clusters
  Score: Raw -1932369.971710 + Penalty 3274.936054 = -1929095.035656
  nChanged 282
		SP:Iteration 14Q (177635.860000 sec): 3 clusters
  Score: Raw -1932442.587540 + Penalty 3274.936054 = -1929167.651486
  nChanged 242
		SP:Iteration 15Q (177636.140000 sec): 3 clusters
  Score: Raw -1932495.748775 + Penalty 3274.936054 = -1929220.812721
  nChanged 201
		SP:Iteration 16Q (177636.480000 sec): 3 clusters
  Score: Raw -1932540.176805 + Penalty 3274.936054 = -1929265.240751
  nChanged 204
		SP:Iteration 17Q (177636.750000 sec): 3 clusters
  Score: Raw -1932584.586388 + Penalty 3274.936054 = -1929309.650334
  nChanged 193
		SP:Iteration 18Q (177636.990000 sec): 3 clusters
  Score: Raw -1932631.549343 + Penalty 3274.936054 = -1929356.613290
  nChanged 204
		SP:Iteration 19Q (177637.340000 sec): 3 clusters
  Score: Raw -1932678.102748 + Penalty 3274.936054 = -1929403.166695
  nChanged 188
		SP:Iteration 20F (177637.590000 sec): 3 clusters
  Score: Raw -1932719.691056 + Penalty 3274.936054 = -1929444.755002
  nChanged 193
		SP:Iteration 21Q (177637.870000 sec): 3 clusters
  Score: Raw -1932759.781723 + Penalty 3274.936054 = -1929484.845669
  nChanged 171
		SP:Iteration 22Q (177638.160000 sec): 3 clusters
  Score: Raw -1932793.796776 + Penalty 3274.936054 = -1929518.860723
  nChanged 164
		SP:Iteration 23Q (177638.450000 sec): 3 clusters
  Score: Raw -1932825.592608 + Penalty 3274.936054 = -1929550.656554
  nChanged 159
		SP:Iteration 24Q (177638.750000 sec): 3 clusters
  Score: Raw -1932854.265289 + Penalty 3274.936054 = -1929579.329235
  nChanged 148
		SP:Iteration 25Q (177639.050000 sec): 3 clusters
  Score: Raw -1932879.525761 + Penalty 3274.936054 = -1929604.589708
  nChanged 147
		SP:Iteration 26Q (177639.310000 sec): 3 clusters
  Score: Raw -1932905.248966 + Penalty 3274.936054 = -1929630.312912
  nChanged 143
		SP:Iteration 27Q (177639.650000 sec): 3 clusters
  Score: Raw -1932929.120454 + Penalty 3274.936054 = -1929654.184400
  nChanged 123
		SP:Iteration 28Q (177639.930000 sec): 3 clusters
  Score: Raw -1932950.015731 + Penalty 3274.936054 = -1929675.079677
  nChanged 121
		SP:Iteration 29Q (177640.190000 sec): 3 clusters
  Score: Raw -1932972.475295 + Penalty 3274.936054 = -1929697.539242
  nChanged 132
		SP:Iteration 30Q (177640.490000 sec): 3 clusters
  Score: Raw -1932998.692054 + Penalty 3274.936054 = -1929723.756000
  nChanged 140
		SP:Iteration 31Q (177640.820000 sec): 3 clusters
  Score: Raw -1933032.001823 + Penalty 3274.936054 = -1929757.065769
  nChanged 150
		SP:Iteration 32Q (177641.090000 sec): 3 clusters
  Score: Raw -1933067.914531 + Penalty 3274.936054 = -1929792.978477
  nChanged 139
		SP:Iteration 33Q (177641.380000 sec): 3 clusters
  Score: Raw -1933097.422142 + Penalty 3274.936054 = -1929822.486088
  nChanged 142
		SP:Iteration 34Q (177641.650000 sec): 3 clusters
  Score: Raw -1933127.930372 + Penalty 3274.936054 = -1929852.994319
  nChanged 148
		SP:Iteration 35Q (177641.970000 sec): 3 clusters
  Score: Raw -1933164.930023 + Penalty 3274.936054 = -1929889.993969
  nChanged 163
		SP:Iteration 36Q (177642.290000 sec): 3 clusters
  Score: Raw -1933212.212580 + Penalty 3274.936054 = -1929937.276526
  nChanged 191
		SP:Iteration 37Q (177642.520000 sec): 3 clusters
  Score: Raw -1933270.740567 + Penalty 3274.936054 = -1929995.804513
  nChanged 160
		SP:Iteration 38Q (177642.810000 sec): 3 clusters
  Score: Raw -1933319.531088 + Penalty 3274.936054 = -1930044.595034
  nChanged 155
		SP:Iteration 39Q (177643.090000 sec): 3 clusters
  Score: Raw -1933379.001725 + Penalty 3274.936054 = -1930104.065671
  nChanged 163
		SP:Iteration 40F (177643.410000 sec): 3 clusters
  Score: Raw -1933442.340473 + Penalty 3274.936054 = -1930167.404419
  nChanged 150
		SP:Iteration 41Q (177643.640000 sec): 3 clusters
  Score: Raw -1933494.177930 + Penalty 3274.936054 = -1930219.241876
  nChanged 138
		SP:Iteration 42Q (177643.930000 sec): 3 clusters
  Score: Raw -1933537.604415 + Penalty 3274.936054 = -1930262.668361
  nChanged 143
		SP:Iteration 43Q (177644.230000 sec): 3 clusters
  Score: Raw -1933578.667712 + Penalty 3274.936054 = -1930303.731658
  nChanged 115
		SP:Iteration 44Q (177644.480000 sec): 3 clusters
  Score: Raw -1933610.101741 + Penalty 3274.936054 = -1930335.165688
  nChanged 100
		SP:Iteration 45Q (177644.810000 sec): 3 clusters
  Score: Raw -1933633.922969 + Penalty 3274.936054 = -1930358.986916
  nChanged 83
		SP:Iteration 46Q (177645.110000 sec): 3 clusters
  Score: Raw -1933652.024688 + Penalty 3274.936054 = -1930377.088634
  nChanged 80
		SP:Iteration 47Q (177645.400000 sec): 3 clusters
  Score: Raw -1933668.614682 + Penalty 3274.936054 = -1930393.678629
  nChanged 71
		SP:Iteration 48Q (177645.730000 sec): 3 clusters
  Score: Raw -1933684.505259 + Penalty 3274.936054 = -1930409.569206
  nChanged 62
		SP:Iteration 49Q (177646.020000 sec): 3 clusters
  Score: Raw -1933701.685991 + Penalty 3274.936054 = -1930426.749937
  nChanged 71
		SP:Iteration 50Q (177646.310000 sec): 3 clusters
  Score: Raw -1933723.328347 + Penalty 3274.936054 = -1930448.392294
  nChanged 70
		SP:Iteration 51Q (177646.600000 sec): 3 clusters
  Score: Raw -1933741.386867 + Penalty 3274.936054 = -1930466.450814
  nChanged 60
		SP:Iteration 52Q (177646.920000 sec): 3 clusters
  Score: Raw -1933754.175922 + Penalty 3274.936054 = -1930479.239868
  nChanged 42
		SP:Iteration 53Q (177647.250000 sec): 3 clusters
  Score: Raw -1933766.036172 + Penalty 3274.936054 = -1930491.100119
  nChanged 45
		SP:Iteration 54Q (177647.560000 sec): 3 clusters
  Score: Raw -1933776.290297 + Penalty 3274.936054 = -1930501.354244
  nChanged 45
		SP:Iteration 55Q (177647.840000 sec): 3 clusters
  Score: Raw -1933786.367836 + Penalty 3274.936054 = -1930511.431783
  nChanged 47
		SP:Iteration 56Q (177648.150000 sec): 3 clusters
  Score: Raw -1933796.327970 + Penalty 3274.936054 = -1930521.391916
  nChanged 34
		SP:Iteration 57Q (177648.460000 sec): 3 clusters
  Score: Raw -1933804.535509 + Penalty 3274.936054 = -1930529.599456
  nChanged 38
		SP:Iteration 58Q (177648.780000 sec): 3 clusters
  Score: Raw -1933813.127129 + Penalty 3274.936054 = -1930538.191076
  nChanged 33
		SP:Iteration 59Q (177649.090000 sec): 3 clusters
  Score: Raw -1933820.534630 + Penalty 3274.936054 = -1930545.598576
  nChanged 24
		SP:Iteration 60F (177649.340000 sec): 3 clusters
  Score: Raw -1933825.466426 + Penalty 3274.936054 = -1930550.530372
  nChanged 21
		SP:Iteration 61Q (177649.620000 sec): 3 clusters
  Score: Raw -1933828.750056 + Penalty 3274.936054 = -1930553.814002
  nChanged 17
		SP:Iteration 62Q (177649.910000 sec): 3 clusters
  Score: Raw -1933832.571584 + Penalty 3274.936054 = -1930557.635530
  nChanged 21
		SP:Iteration 63Q (177650.170000 sec): 3 clusters
  Score: Raw -1933836.838605 + Penalty 3274.936054 = -1930561.902551
  nChanged 13
		SP:Iteration 64Q (177650.470000 sec): 3 clusters
  Score: Raw -1933839.926622 + Penalty 3274.936054 = -1930564.990569
  nChanged 12
		SP:Iteration 65Q (177650.740000 sec): 3 clusters
  Score: Raw -1933841.719260 + Penalty 3274.936054 = -1930566.783206
  nChanged 9
		SP:Iteration 66Q (177651.070000 sec): 3 clusters
  Score: Raw -1933843.711538 + Penalty 3274.936054 = -1930568.775485
  nChanged 8
		SP:Iteration 67Q (177651.350000 sec): 3 clusters
  Score: Raw -1933844.947521 + Penalty 3274.936054 = -1930570.011467
  nChanged 9
		SP:Iteration 68Q (177651.650000 sec): 3 clusters
  Score: Raw -1933846.453657 + Penalty 3274.936054 = -1930571.517604
  nChanged 10
		SP:Iteration 69Q (177651.970000 sec): 3 clusters
  Score: Raw -1933848.091190 + Penalty 3274.936054 = -1930573.155136
  nChanged 8
		SP:Iteration 70Q (177652.310000 sec): 3 clusters
  Score: Raw -1933850.147227 + Penalty 3274.936054 = -1930575.211173
  nChanged 10
		SP:Iteration 71Q (177652.580000 sec): 3 clusters
  Score: Raw -1933852.209452 + Penalty 3274.936054 = -1930577.273398
  nChanged 9
		SP:Iteration 72Q (177652.890000 sec): 3 clusters
  Score: Raw -1933854.565392 + Penalty 3274.936054 = -1930579.629339
  nChanged 15
		SP:Iteration 73Q (177653.150000 sec): 3 clusters
  Score: Raw -1933857.011090 + Penalty 3274.936054 = -1930582.075037
  nChanged 10
		SP:Iteration 74Q (177653.400000 sec): 3 clusters
  Score: Raw -1933858.932843 + Penalty 3274.936054 = -1930583.996789
  nChanged 7
		SP:Iteration 75Q (177653.710000 sec): 3 clusters
  Score: Raw -1933860.211205 + Penalty 3274.936054 = -1930585.275152
  nChanged 10
		SP:Iteration 76Q (177654.010000 sec): 3 clusters
  Score: Raw -1933861.347333 + Penalty 3274.936054 = -1930586.411280
  nChanged 3
		SP:Iteration 77Q (177654.320000 sec): 3 clusters
  Score: Raw -1933862.144693 + Penalty 3274.936054 = -1930587.208640
  nChanged 3
		SP:Iteration 78Q (177654.600000 sec): 3 clusters
  Score: Raw -1933862.560602 + Penalty 3274.936054 = -1930587.624549
  nChanged 3
		SP:Iteration 79Q (177654.860000 sec): 3 clusters
  Score: Raw -1933863.037114 + Penalty 3274.936054 = -1930588.101060
  nChanged 3
		SP:Iteration 80F (177655.160000 sec): 3 clusters
  Score: Raw -1933863.448256 + Penalty 3274.936054 = -1930588.512203
  nChanged 7
		SP:Iteration 81Q (177655.550000 sec): 3 clusters
  Score: Raw -1933864.782104 + Penalty 3274.936054 = -1930589.846051
  nChanged 5
		SP:Iteration 82Q (177655.910000 sec): 3 clusters
  Score: Raw -1933865.552674 + Penalty 3274.936054 = -1930590.616621
  nChanged 2
		SP:Iteration 83Q (177656.250000 sec): 3 clusters
  Score: Raw -1933865.760339 + Penalty 3274.936054 = -1930590.824286
  nChanged 1
		SP:Iteration 84Q (177656.500000 sec): 3 clusters
  Score: Raw -1933866.001777 + Penalty 3274.936054 = -1930591.065723
  nChanged 0
		SP:Iteration 85F (177656.820000 sec): 3 clusters
  Score: Raw -1933866.001777 + Penalty 3274.936054 = -1930591.065723
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 61 (15157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177656.970000 sec): 2 clusters
  Score: Raw -1304611.652444 + Penalty 1564.260384 = -1303047.392059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177657.230000 sec): 3 clusters
  Score: Raw -1295676.783016 + Penalty 3128.520769 = -1292548.262247
  nChanged 6770
		SP:Iteration 1F (177657.480000 sec): 3 clusters
  Score: Raw -1299689.682960 + Penalty 3128.520769 = -1296561.162191
  nChanged 1032
		SP:Iteration 2F (177657.740000 sec): 3 clusters
  Score: Raw -1300335.249695 + Penalty 3128.520769 = -1297206.728926
  nChanged 1067
		SP:Iteration 3F (177658.080000 sec): 3 clusters
  Score: Raw -1301004.620288 + Penalty 3128.520769 = -1297876.099520
  nChanged 987
		SP:Iteration 4F (177658.270000 sec): 3 clusters
  Score: Raw -1301612.834933 + Penalty 3128.520769 = -1298484.314164
  nChanged 876
		SP:Iteration 5F (177658.500000 sec): 3 clusters
  Score: Raw -1302119.789617 + Penalty 3128.520769 = -1298991.268849
  nChanged 731
		SP:Iteration 6Q (177658.720000 sec): 3 clusters
  Score: Raw -1302517.993688 + Penalty 3128.520769 = -1299389.472919
  nChanged 603
		SP:Iteration 7Q (177659.040000 sec): 3 clusters
  Score: Raw -1302839.794701 + Penalty 3128.520769 = -1299711.273932
  nChanged 510
		SP:Iteration 8Q (177659.250000 sec): 3 clusters
  Score: Raw -1303120.197321 + Penalty 3128.520769 = -1299991.676552
  nChanged 423
		SP:Iteration 9Q (177659.520000 sec): 3 clusters
  Score: Raw -1303351.563442 + Penalty 3128.520769 = -1300223.042673
  nChanged 401
		SP:Iteration 10Q (177659.750000 sec): 3 clusters
  Score: Raw -1303577.598429 + Penalty 3128.520769 = -1300449.077660
  nChanged 356
		SP:Iteration 11Q (177659.970000 sec): 3 clusters
  Score: Raw -1303773.699832 + Penalty 3128.520769 = -1300645.179063
  nChanged 330
		SP:Iteration 12Q (177660.230000 sec): 3 clusters
  Score: Raw -1303956.236871 + Penalty 3128.520769 = -1300827.716102
  nChanged 316
		SP:Iteration 13Q (177660.440000 sec): 3 clusters
  Score: Raw -1304151.046160 + Penalty 3128.520769 = -1301022.525392
  nChanged 310
		SP:Iteration 14Q (177660.650000 sec): 3 clusters
  Score: Raw -1304322.440852 + Penalty 3128.520769 = -1301193.920083
  nChanged 270
		SP:Iteration 15Q (177660.870000 sec): 3 clusters
  Score: Raw -1304457.521078 + Penalty 3128.520769 = -1301329.000309
  nChanged 213
		SP:Iteration 16Q (177661.100000 sec): 3 clusters
  Score: Raw -1304547.058294 + Penalty 3128.520769 = -1301418.537525
  nChanged 193
		SP:Iteration 17Q (177661.340000 sec): 3 clusters
  Score: Raw -1304631.161981 + Penalty 3128.520769 = -1301502.641212
  nChanged 181
		SP:Iteration 18Q (177661.570000 sec): 3 clusters
  Score: Raw -1304693.452435 + Penalty 3128.520769 = -1301564.931666
  nChanged 156
		SP:Iteration 19Q (177661.790000 sec): 3 clusters
  Score: Raw -1304753.946130 + Penalty 3128.520769 = -1301625.425361
  nChanged 167
		SP:Iteration 20F (177661.990000 sec): 3 clusters
  Score: Raw -1304830.104896 + Penalty 3128.520769 = -1301701.584127
  nChanged 164
		SP:Iteration 21Q (177662.260000 sec): 3 clusters
  Score: Raw -1304903.962143 + Penalty 3128.520769 = -1301775.441374
  nChanged 173
		SP:Iteration 22Q (177662.540000 sec): 3 clusters
  Score: Raw -1304993.955429 + Penalty 3128.520769 = -1301865.434660
  nChanged 177
		SP:Iteration 23Q (177662.730000 sec): 3 clusters
  Score: Raw -1305084.970413 + Penalty 3128.520769 = -1301956.449644
  nChanged 161
		SP:Iteration 24Q (177662.990000 sec): 3 clusters
  Score: Raw -1305148.989524 + Penalty 3128.520769 = -1302020.468755
  nChanged 123
		SP:Iteration 25Q (177663.210000 sec): 3 clusters
  Score: Raw -1305184.844151 + Penalty 3128.520769 = -1302056.323382
  nChanged 78
		SP:Iteration 26Q (177663.430000 sec): 3 clusters
  Score: Raw -1305204.197799 + Penalty 3128.520769 = -1302075.677030
  nChanged 75
		SP:Iteration 27Q (177663.650000 sec): 3 clusters
  Score: Raw -1305220.862451 + Penalty 3128.520769 = -1302092.341682
  nChanged 49
		SP:Iteration 28Q (177663.920000 sec): 3 clusters
  Score: Raw -1305229.083220 + Penalty 3128.520769 = -1302100.562451
  nChanged 39
		SP:Iteration 29Q (177664.170000 sec): 3 clusters
  Score: Raw -1305234.798260 + Penalty 3128.520769 = -1302106.277491
  nChanged 27
		SP:Iteration 30Q (177664.360000 sec): 3 clusters
  Score: Raw -1305237.858006 + Penalty 3128.520769 = -1302109.337237
  nChanged 20
		SP:Iteration 31Q (177664.630000 sec): 3 clusters
  Score: Raw -1305239.498545 + Penalty 3128.520769 = -1302110.977776
  nChanged 16
		SP:Iteration 32Q (177664.850000 sec): 3 clusters
  Score: Raw -1305241.289960 + Penalty 3128.520769 = -1302112.769192
  nChanged 20
		SP:Iteration 33Q (177665.050000 sec): 3 clusters
  Score: Raw -1305243.641867 + Penalty 3128.520769 = -1302115.121098
  nChanged 17
		SP:Iteration 34Q (177665.290000 sec): 3 clusters
  Score: Raw -1305245.294361 + Penalty 3128.520769 = -1302116.773592
  nChanged 10
		SP:Iteration 35Q (177665.540000 sec): 3 clusters
  Score: Raw -1305246.169333 + Penalty 3128.520769 = -1302117.648564
  nChanged 14
		SP:Iteration 36Q (177665.760000 sec): 3 clusters
  Score: Raw -1305247.303306 + Penalty 3128.520769 = -1302118.782537
  nChanged 15
		SP:Iteration 37Q (177665.970000 sec): 3 clusters
  Score: Raw -1305248.614155 + Penalty 3128.520769 = -1302120.093386
  nChanged 14
		SP:Iteration 38Q (177666.240000 sec): 3 clusters
  Score: Raw -1305250.442976 + Penalty 3128.520769 = -1302121.922207
  nChanged 24
		SP:Iteration 39Q (177666.460000 sec): 3 clusters
  Score: Raw -1305253.848615 + Penalty 3128.520769 = -1302125.327846
  nChanged 25
		SP:Iteration 40F (177666.690000 sec): 3 clusters
  Score: Raw -1305257.728620 + Penalty 3128.520769 = -1302129.207851
  nChanged 22
		SP:Iteration 41Q (177666.940000 sec): 3 clusters
  Score: Raw -1305260.079470 + Penalty 3128.520769 = -1302131.558701
  nChanged 16
		SP:Iteration 42Q (177667.160000 sec): 3 clusters
  Score: Raw -1305261.377014 + Penalty 3128.520769 = -1302132.856246
  nChanged 17
		SP:Iteration 43Q (177667.410000 sec): 3 clusters
  Score: Raw -1305262.977750 + Penalty 3128.520769 = -1302134.456981
  nChanged 14
		SP:Iteration 44Q (177667.660000 sec): 3 clusters
  Score: Raw -1305264.190994 + Penalty 3128.520769 = -1302135.670225
  nChanged 13
		SP:Iteration 45Q (177667.860000 sec): 3 clusters
  Score: Raw -1305265.678958 + Penalty 3128.520769 = -1302137.158189
  nChanged 12
		SP:Iteration 46Q (177668.110000 sec): 3 clusters
  Score: Raw -1305267.140721 + Penalty 3128.520769 = -1302138.619952
  nChanged 8
		SP:Iteration 47Q (177668.380000 sec): 3 clusters
  Score: Raw -1305268.061768 + Penalty 3128.520769 = -1302139.540999
  nChanged 9
		SP:Iteration 48Q (177668.660000 sec): 3 clusters
  Score: Raw -1305268.563863 + Penalty 3128.520769 = -1302140.043094
  nChanged 4
		SP:Iteration 49Q (177668.870000 sec): 3 clusters
  Score: Raw -1305268.888354 + Penalty 3128.520769 = -1302140.367585
  nChanged 4
		SP:Iteration 50Q (177669.070000 sec): 3 clusters
  Score: Raw -1305269.335607 + Penalty 3128.520769 = -1302140.814838
  nChanged 3
		SP:Iteration 51Q (177669.310000 sec): 3 clusters
  Score: Raw -1305269.632390 + Penalty 3128.520769 = -1302141.111621
  nChanged 5
		SP:Iteration 52Q (177669.540000 sec): 3 clusters
  Score: Raw -1305270.010666 + Penalty 3128.520769 = -1302141.489897
  nChanged 5
		SP:Iteration 53Q (177669.710000 sec): 3 clusters
  Score: Raw -1305270.377531 + Penalty 3128.520769 = -1302141.856762
  nChanged 3
		SP:Iteration 54Q (177669.920000 sec): 3 clusters
  Score: Raw -1305270.570062 + Penalty 3128.520769 = -1302142.049293
  nChanged 0
		SP:Iteration 55F (177670.150000 sec): 3 clusters
  Score: Raw -1305270.570062 + Penalty 3128.520769 = -1302142.049293
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 62 (6800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177670.310000 sec): 2 clusters
  Score: Raw -568545.604434 + Penalty 1434.010157 = -567111.594277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177670.480000 sec): 3 clusters
  Score: Raw -564939.086900 + Penalty 2868.020315 = -562071.066586
  nChanged 2803
		SP:Iteration 1F (177670.680000 sec): 3 clusters
  Score: Raw -566394.040778 + Penalty 2868.020315 = -563526.020463
  nChanged 458
		SP:Iteration 2F (177670.890000 sec): 3 clusters
  Score: Raw -566597.355776 + Penalty 2868.020315 = -563729.335461
  nChanged 319
		SP:Iteration 3Q (177671.090000 sec): 3 clusters
  Score: Raw -566759.828454 + Penalty 2868.020315 = -563891.808140
  nChanged 307
		SP:Iteration 4Q (177671.310000 sec): 3 clusters
  Score: Raw -566895.430523 + Penalty 2868.020315 = -564027.410208
  nChanged 256
		SP:Iteration 5Q (177671.510000 sec): 3 clusters
  Score: Raw -567004.314591 + Penalty 2868.020315 = -564136.294276
  nChanged 223
		SP:Iteration 6Q (177671.750000 sec): 3 clusters
  Score: Raw -567093.577496 + Penalty 2868.020315 = -564225.557181
  nChanged 173
		SP:Iteration 7Q (177671.950000 sec): 3 clusters
  Score: Raw -567165.402242 + Penalty 2868.020315 = -564297.381928
  nChanged 182
		SP:Iteration 8Q (177672.160000 sec): 3 clusters
  Score: Raw -567238.740344 + Penalty 2868.020315 = -564370.720029
  nChanged 162
		SP:Iteration 9Q (177672.370000 sec): 3 clusters
  Score: Raw -567299.567340 + Penalty 2868.020315 = -564431.547026
  nChanged 152
		SP:Iteration 10Q (177672.560000 sec): 3 clusters
  Score: Raw -567359.404713 + Penalty 2868.020315 = -564491.384399
  nChanged 142
		SP:Iteration 11Q (177672.750000 sec): 3 clusters
  Score: Raw -567411.334156 + Penalty 2868.020315 = -564543.313842
  nChanged 131
		SP:Iteration 12Q (177673.010000 sec): 3 clusters
  Score: Raw -567458.389918 + Penalty 2868.020315 = -564590.369603
  nChanged 126
		SP:Iteration 13Q (177673.270000 sec): 3 clusters
  Score: Raw -567502.212352 + Penalty 2868.020315 = -564634.192037
  nChanged 125
		SP:Iteration 14Q (177673.490000 sec): 3 clusters
  Score: Raw -567549.154860 + Penalty 2868.020315 = -564681.134545
  nChanged 140
		SP:Iteration 15Q (177673.770000 sec): 3 clusters
  Score: Raw -567606.431156 + Penalty 2868.020315 = -564738.410841
  nChanged 138
		SP:Iteration 16Q (177673.980000 sec): 3 clusters
  Score: Raw -567674.016868 + Penalty 2868.020315 = -564805.996553
  nChanged 160
		SP:Iteration 17Q (177674.250000 sec): 3 clusters
  Score: Raw -567743.897942 + Penalty 2868.020315 = -564875.877628
  nChanged 139
		SP:Iteration 18Q (177674.460000 sec): 3 clusters
  Score: Raw -567801.962296 + Penalty 2868.020315 = -564933.941981
  nChanged 129
		SP:Iteration 19Q (177674.690000 sec): 3 clusters
  Score: Raw -567854.833125 + Penalty 2868.020315 = -564986.812811
  nChanged 130
		SP:Iteration 20F (177674.890000 sec): 3 clusters
  Score: Raw -567905.885057 + Penalty 2868.020315 = -565037.864743
  nChanged 120
		SP:Iteration 21Q (177675.140000 sec): 3 clusters
  Score: Raw -567959.590824 + Penalty 2868.020315 = -565091.570510
  nChanged 120
		SP:Iteration 22Q (177675.390000 sec): 3 clusters
  Score: Raw -568016.206972 + Penalty 2868.020315 = -565148.186657
  nChanged 117
		SP:Iteration 23Q (177675.610000 sec): 3 clusters
  Score: Raw -568071.204881 + Penalty 2868.020315 = -565203.184566
  nChanged 97
		SP:Iteration 24Q (177675.810000 sec): 3 clusters
  Score: Raw -568114.347358 + Penalty 2868.020315 = -565246.327044
  nChanged 100
		SP:Iteration 25Q (177676.050000 sec): 3 clusters
  Score: Raw -568158.700124 + Penalty 2868.020315 = -565290.679810
  nChanged 96
		SP:Iteration 26Q (177676.250000 sec): 3 clusters
  Score: Raw -568203.324216 + Penalty 2868.020315 = -565335.303901
  nChanged 86
		SP:Iteration 27Q (177676.470000 sec): 3 clusters
  Score: Raw -568248.476224 + Penalty 2868.020315 = -565380.455909
  nChanged 91
		SP:Iteration 28Q (177676.670000 sec): 3 clusters
  Score: Raw -568295.840498 + Penalty 2868.020315 = -565427.820184
  nChanged 75
		SP:Iteration 29Q (177676.870000 sec): 3 clusters
  Score: Raw -568340.449181 + Penalty 2868.020315 = -565472.428867
  nChanged 93
		SP:Iteration 30Q (177677.110000 sec): 3 clusters
  Score: Raw -568396.305030 + Penalty 2868.020315 = -565528.284715
  nChanged 91
		SP:Iteration 31Q (177677.290000 sec): 3 clusters
  Score: Raw -568454.769786 + Penalty 2868.020315 = -565586.749472
  nChanged 85
		SP:Iteration 32Q (177677.480000 sec): 3 clusters
  Score: Raw -568510.449147 + Penalty 2868.020315 = -565642.428832
  nChanged 80
		SP:Iteration 33Q (177677.670000 sec): 3 clusters
  Score: Raw -568566.361107 + Penalty 2868.020315 = -565698.340792
  nChanged 76
		SP:Iteration 34Q (177677.900000 sec): 3 clusters
  Score: Raw -568627.618514 + Penalty 2868.020315 = -565759.598200
  nChanged 77
		SP:Iteration 35Q (177678.100000 sec): 3 clusters
  Score: Raw -568694.935077 + Penalty 2868.020315 = -565826.914762
  nChanged 51
		SP:Iteration 36Q (177678.300000 sec): 3 clusters
  Score: Raw -568742.997062 + Penalty 2868.020315 = -565874.976747
  nChanged 50
		SP:Iteration 37Q (177678.530000 sec): 3 clusters
  Score: Raw -568793.214480 + Penalty 2868.020315 = -565925.194165
  nChanged 44
		SP:Iteration 38Q (177678.730000 sec): 3 clusters
  Score: Raw -568831.952576 + Penalty 2868.020315 = -565963.932262
  nChanged 41
		SP:Iteration 39Q (177678.910000 sec): 3 clusters
  Score: Raw -568865.998402 + Penalty 2868.020315 = -565997.978087
  nChanged 28
		SP:Iteration 40F (177679.110000 sec): 3 clusters
  Score: Raw -568890.970624 + Penalty 2868.020315 = -566022.950310
  nChanged 28
		SP:Iteration 41Q (177679.360000 sec): 3 clusters
  Score: Raw -568914.284649 + Penalty 2868.020315 = -566046.264334
  nChanged 18
		SP:Iteration 42Q (177679.550000 sec): 3 clusters
  Score: Raw -568929.047393 + Penalty 2868.020315 = -566061.027078
  nChanged 15
		SP:Iteration 43Q (177679.790000 sec): 3 clusters
  Score: Raw -568937.375050 + Penalty 2868.020315 = -566069.354735
  nChanged 9
		SP:Iteration 44Q (177680.020000 sec): 3 clusters
  Score: Raw -568941.115854 + Penalty 2868.020315 = -566073.095540
  nChanged 4
		SP:Iteration 45Q (177680.320000 sec): 3 clusters
  Score: Raw -568943.351863 + Penalty 2868.020315 = -566075.331549
  nChanged 4
		SP:Iteration 46Q (177680.570000 sec): 3 clusters
  Score: Raw -568945.169843 + Penalty 2868.020315 = -566077.149528
  nChanged 2
		SP:Iteration 47Q (177680.770000 sec): 3 clusters
  Score: Raw -568946.072316 + Penalty 2868.020315 = -566078.052001
  nChanged 2
		SP:Iteration 48Q (177680.990000 sec): 3 clusters
  Score: Raw -568946.717868 + Penalty 2868.020315 = -566078.697554
  nChanged 1
		SP:Iteration 49Q (177681.230000 sec): 3 clusters
  Score: Raw -568947.282121 + Penalty 2868.020315 = -566079.261806
  nChanged 1
		SP:Iteration 50Q (177681.420000 sec): 3 clusters
  Score: Raw -568947.966814 + Penalty 2868.020315 = -566079.946499
  nChanged 0
		SP:Iteration 51F (177681.680000 sec): 3 clusters
  Score: Raw -568947.966814 + Penalty 2868.020315 = -566079.946499
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 63 (20574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177681.920000 sec): 2 clusters
  Score: Raw -1590889.911222 + Penalty 1613.914806 = -1589275.996416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177682.220000 sec): 3 clusters
  Score: Raw -1578570.018185 + Penalty 3227.829612 = -1575342.188573
  nChanged 9242
		SP:Iteration 1F (177682.460000 sec): 3 clusters
  Score: Raw -1583954.861667 + Penalty 3227.829612 = -1580727.032055
  nChanged 1272
		SP:Iteration 2F (177682.760000 sec): 3 clusters
  Score: Raw -1584557.315206 + Penalty 3227.829612 = -1581329.485594
  nChanged 1141
		SP:Iteration 3F (177683.060000 sec): 3 clusters
  Score: Raw -1585076.202892 + Penalty 3227.829612 = -1581848.373280
  nChanged 1078
		SP:Iteration 4F (177683.310000 sec): 3 clusters
  Score: Raw -1585570.592887 + Penalty 3227.829612 = -1582342.763275
  nChanged 1033
		SP:Iteration 5F (177683.550000 sec): 3 clusters
  Score: Raw -1586074.314987 + Penalty 3227.829612 = -1582846.485375
  nChanged 1003
		SP:Iteration 6Q (177683.870000 sec): 3 clusters
  Score: Raw -1586567.189124 + Penalty 3227.829612 = -1583339.359512
  nChanged 999
		SP:Iteration 7Q (177684.140000 sec): 3 clusters
  Score: Raw -1587109.563036 + Penalty 3227.829612 = -1583881.733424
  nChanged 1006
		SP:Iteration 8Q (177684.370000 sec): 3 clusters
  Score: Raw -1587739.445730 + Penalty 3227.829612 = -1584511.616118
  nChanged 995
		SP:Iteration 9Q (177684.680000 sec): 3 clusters
  Score: Raw -1588378.856606 + Penalty 3227.829612 = -1585151.026994
  nChanged 961
		SP:Iteration 10Q (177684.920000 sec): 3 clusters
  Score: Raw -1588993.209934 + Penalty 3227.829612 = -1585765.380322
  nChanged 860
		SP:Iteration 11Q (177685.220000 sec): 3 clusters
  Score: Raw -1589479.852199 + Penalty 3227.829612 = -1586252.022587
  nChanged 641
		SP:Iteration 12Q (177685.530000 sec): 3 clusters
  Score: Raw -1589772.599981 + Penalty 3227.829612 = -1586544.770369
  nChanged 496
		SP:Iteration 13Q (177685.840000 sec): 3 clusters
  Score: Raw -1589972.305590 + Penalty 3227.829612 = -1586744.475978
  nChanged 400
		SP:Iteration 14Q (177686.100000 sec): 3 clusters
  Score: Raw -1590106.085166 + Penalty 3227.829612 = -1586878.255554
  nChanged 312
		SP:Iteration 15Q (177686.380000 sec): 3 clusters
  Score: Raw -1590193.922593 + Penalty 3227.829612 = -1586966.092981
  nChanged 229
		SP:Iteration 16Q (177686.650000 sec): 3 clusters
  Score: Raw -1590244.428931 + Penalty 3227.829612 = -1587016.599319
  nChanged 191
		SP:Iteration 17Q (177686.970000 sec): 3 clusters
  Score: Raw -1590279.193648 + Penalty 3227.829612 = -1587051.364036
  nChanged 153
		SP:Iteration 18Q (177687.290000 sec): 3 clusters
  Score: Raw -1590305.327826 + Penalty 3227.829612 = -1587077.498213
  nChanged 131
		SP:Iteration 19Q (177687.540000 sec): 3 clusters
  Score: Raw -1590324.133825 + Penalty 3227.829612 = -1587096.304213
  nChanged 115
		SP:Iteration 20F (177687.870000 sec): 3 clusters
  Score: Raw -1590341.221143 + Penalty 3227.829612 = -1587113.391531
  nChanged 107
		SP:Iteration 21Q (177688.120000 sec): 3 clusters
  Score: Raw -1590353.960615 + Penalty 3227.829612 = -1587126.131003
  nChanged 74
		SP:Iteration 22Q (177688.390000 sec): 3 clusters
  Score: Raw -1590361.044868 + Penalty 3227.829612 = -1587133.215256
  nChanged 50
		SP:Iteration 23Q (177688.700000 sec): 3 clusters
  Score: Raw -1590365.451928 + Penalty 3227.829612 = -1587137.622316
  nChanged 41
		SP:Iteration 24Q (177688.950000 sec): 3 clusters
  Score: Raw -1590368.775994 + Penalty 3227.829612 = -1587140.946382
  nChanged 35
		SP:Iteration 25Q (177689.220000 sec): 3 clusters
  Score: Raw -1590372.245068 + Penalty 3227.829612 = -1587144.415456
  nChanged 41
		SP:Iteration 26Q (177689.500000 sec): 3 clusters
  Score: Raw -1590376.018095 + Penalty 3227.829612 = -1587148.188483
  nChanged 35
		SP:Iteration 27Q (177689.820000 sec): 3 clusters
  Score: Raw -1590378.844629 + Penalty 3227.829612 = -1587151.015016
  nChanged 36
		SP:Iteration 28Q (177690.090000 sec): 3 clusters
  Score: Raw -1590382.168473 + Penalty 3227.829612 = -1587154.338861
  nChanged 36
		SP:Iteration 29Q (177690.410000 sec): 3 clusters
  Score: Raw -1590385.430083 + Penalty 3227.829612 = -1587157.600471
  nChanged 27
		SP:Iteration 30Q (177690.680000 sec): 3 clusters
  Score: Raw -1590387.712555 + Penalty 3227.829612 = -1587159.882942
  nChanged 30
		SP:Iteration 31Q (177691.020000 sec): 3 clusters
  Score: Raw -1590390.744638 + Penalty 3227.829612 = -1587162.915026
  nChanged 39
		SP:Iteration 32Q (177691.310000 sec): 3 clusters
  Score: Raw -1590394.716323 + Penalty 3227.829612 = -1587166.886711
  nChanged 35
		SP:Iteration 33Q (177691.570000 sec): 3 clusters
  Score: Raw -1590398.278362 + Penalty 3227.829612 = -1587170.448750
  nChanged 35
		SP:Iteration 34Q (177691.790000 sec): 3 clusters
  Score: Raw -1590401.191628 + Penalty 3227.829612 = -1587173.362016
  nChanged 21
		SP:Iteration 35Q (177692.020000 sec): 3 clusters
  Score: Raw -1590402.803250 + Penalty 3227.829612 = -1587174.973638
  nChanged 19
		SP:Iteration 36Q (177692.270000 sec): 3 clusters
  Score: Raw -1590403.767216 + Penalty 3227.829612 = -1587175.937604
  nChanged 16
		SP:Iteration 37Q (177692.540000 sec): 3 clusters
  Score: Raw -1590404.779893 + Penalty 3227.829612 = -1587176.950281
  nChanged 16
		SP:Iteration 38Q (177692.800000 sec): 3 clusters
  Score: Raw -1590406.098907 + Penalty 3227.829612 = -1587178.269295
  nChanged 19
		SP:Iteration 39Q (177693.140000 sec): 3 clusters
  Score: Raw -1590407.379694 + Penalty 3227.829612 = -1587179.550082
  nChanged 17
		SP:Iteration 40F (177693.430000 sec): 3 clusters
  Score: Raw -1590408.347772 + Penalty 3227.829612 = -1587180.518160
  nChanged 16
		SP:Iteration 41Q (177693.740000 sec): 3 clusters
  Score: Raw -1590409.447945 + Penalty 3227.829612 = -1587181.618332
  nChanged 19
		SP:Iteration 42Q (177694.000000 sec): 3 clusters
  Score: Raw -1590410.802439 + Penalty 3227.829612 = -1587182.972827
  nChanged 12
		SP:Iteration 43Q (177694.320000 sec): 3 clusters
  Score: Raw -1590411.500364 + Penalty 3227.829612 = -1587183.670752
  nChanged 9
		SP:Iteration 44Q (177694.600000 sec): 3 clusters
  Score: Raw -1590411.956533 + Penalty 3227.829612 = -1587184.126921
  nChanged 7
		SP:Iteration 45Q (177694.880000 sec): 3 clusters
  Score: Raw -1590412.365894 + Penalty 3227.829612 = -1587184.536282
  nChanged 9
		SP:Iteration 46Q (177695.140000 sec): 3 clusters
  Score: Raw -1590412.644466 + Penalty 3227.829612 = -1587184.814854
  nChanged 5
		SP:Iteration 47Q (177695.450000 sec): 3 clusters
  Score: Raw -1590412.849700 + Penalty 3227.829612 = -1587185.020088
  nChanged 7
		SP:Iteration 48Q (177695.730000 sec): 3 clusters
  Score: Raw -1590413.110534 + Penalty 3227.829612 = -1587185.280921
  nChanged 5
		SP:Iteration 49Q (177696.020000 sec): 3 clusters
  Score: Raw -1590413.375516 + Penalty 3227.829612 = -1587185.545904
  nChanged 3
		SP:Iteration 50Q (177696.310000 sec): 3 clusters
  Score: Raw -1590413.483440 + Penalty 3227.829612 = -1587185.653828
  nChanged 1
		SP:Iteration 51Q (177696.630000 sec): 3 clusters
  Score: Raw -1590413.496285 + Penalty 3227.829612 = -1587185.666673
  nChanged 0
		SP:Iteration 52F (177696.920000 sec): 3 clusters
  Score: Raw -1590413.496285 + Penalty 3227.829612 = -1587185.666673
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 64 (3256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177697.060000 sec): 2 clusters
  Score: Raw -233530.900243 + Penalty 1314.341393 = -232216.558850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177697.270000 sec): 3 clusters
  Score: Raw -231996.930821 + Penalty 2628.682786 = -229368.248034
  nChanged 1224
		SP:Iteration 1F (177697.450000 sec): 3 clusters
  Score: Raw -232841.999839 + Penalty 2628.682786 = -230213.317053
  nChanged 353
		SP:Iteration 2F (177697.650000 sec): 3 clusters
  Score: Raw -233149.828784 + Penalty 2628.682786 = -230521.145997
  nChanged 231
		SP:Iteration 3F (177697.840000 sec): 3 clusters
  Score: Raw -233347.061594 + Penalty 2628.682786 = -230718.378808
  nChanged 171
		SP:Iteration 4F (177698.000000 sec): 3 clusters
  Score: Raw -233484.768060 + Penalty 2628.682786 = -230856.085273
  nChanged 145
		SP:Iteration 5Q (177698.190000 sec): 3 clusters
  Score: Raw -233585.749650 + Penalty 2628.682786 = -230957.066863
  nChanged 110
		SP:Iteration 6Q (177698.410000 sec): 3 clusters
  Score: Raw -233652.824000 + Penalty 2628.682786 = -231024.141214
  nChanged 78
		SP:Iteration 7Q (177698.610000 sec): 3 clusters
  Score: Raw -233689.082732 + Penalty 2628.682786 = -231060.399946
  nChanged 52
		SP:Iteration 8Q (177698.780000 sec): 3 clusters
  Score: Raw -233720.456224 + Penalty 2628.682786 = -231091.773438
  nChanged 48
		SP:Iteration 9Q (177699.000000 sec): 3 clusters
  Score: Raw -233756.167814 + Penalty 2628.682786 = -231127.485027
  nChanged 41
		SP:Iteration 10Q (177699.210000 sec): 3 clusters
  Score: Raw -233786.437609 + Penalty 2628.682786 = -231157.754823
  nChanged 39
		SP:Iteration 11Q (177699.390000 sec): 3 clusters
  Score: Raw -233807.969381 + Penalty 2628.682786 = -231179.286595
  nChanged 39
		SP:Iteration 12Q (177699.570000 sec): 3 clusters
  Score: Raw -233823.389913 + Penalty 2628.682786 = -231194.707127
  nChanged 28
		SP:Iteration 13Q (177699.800000 sec): 3 clusters
  Score: Raw -233837.318843 + Penalty 2628.682786 = -231208.636057
  nChanged 26
		SP:Iteration 14Q (177699.980000 sec): 3 clusters
  Score: Raw -233851.895649 + Penalty 2628.682786 = -231223.212862
  nChanged 29
		SP:Iteration 15Q (177700.190000 sec): 3 clusters
  Score: Raw -233867.588039 + Penalty 2628.682786 = -231238.905252
  nChanged 41
		SP:Iteration 16Q (177700.410000 sec): 3 clusters
  Score: Raw -233887.054997 + Penalty 2628.682786 = -231258.372211
  nChanged 35
		SP:Iteration 17Q (177700.640000 sec): 3 clusters
  Score: Raw -233909.614373 + Penalty 2628.682786 = -231280.931587
  nChanged 42
		SP:Iteration 18Q (177700.880000 sec): 3 clusters
  Score: Raw -233930.432212 + Penalty 2628.682786 = -231301.749426
  nChanged 36
		SP:Iteration 19Q (177701.070000 sec): 3 clusters
  Score: Raw -233948.643329 + Penalty 2628.682786 = -231319.960543
  nChanged 42
		SP:Iteration 20F (177701.240000 sec): 3 clusters
  Score: Raw -233972.014940 + Penalty 2628.682786 = -231343.332153
  nChanged 42
		SP:Iteration 21Q (177701.450000 sec): 3 clusters
  Score: Raw -233997.729212 + Penalty 2628.682786 = -231369.046426
  nChanged 43
		SP:Iteration 22Q (177701.640000 sec): 3 clusters
  Score: Raw -234030.824199 + Penalty 2628.682786 = -231402.141413
  nChanged 53
		SP:Iteration 23Q (177701.870000 sec): 3 clusters
  Score: Raw -234076.526036 + Penalty 2628.682786 = -231447.843250
  nChanged 63
		SP:Iteration 24Q (177702.080000 sec): 3 clusters
  Score: Raw -234133.318229 + Penalty 2628.682786 = -231504.635443
  nChanged 63
		SP:Iteration 25Q (177702.290000 sec): 3 clusters
  Score: Raw -234191.151822 + Penalty 2628.682786 = -231562.469036
  nChanged 58
		SP:Iteration 26Q (177702.460000 sec): 3 clusters
  Score: Raw -234236.463894 + Penalty 2628.682786 = -231607.781108
  nChanged 61
		SP:Iteration 27Q (177702.660000 sec): 3 clusters
  Score: Raw -234285.572201 + Penalty 2628.682786 = -231656.889415
  nChanged 63
		SP:Iteration 28Q (177702.860000 sec): 3 clusters
  Score: Raw -234330.193849 + Penalty 2628.682786 = -231701.511063
  nChanged 64
		SP:Iteration 29Q (177702.990000 sec): 3 clusters
  Score: Raw -234388.679998 + Penalty 2628.682786 = -231759.997211
  nChanged 66
		SP:Iteration 30Q (177703.240000 sec): 3 clusters
  Score: Raw -234433.071266 + Penalty 2628.682786 = -231804.388480
  nChanged 50
		SP:Iteration 31Q (177703.400000 sec): 3 clusters
  Score: Raw -234468.255737 + Penalty 2628.682786 = -231839.572951
  nChanged 47
		SP:Iteration 32Q (177703.610000 sec): 3 clusters
  Score: Raw -234500.540186 + Penalty 2628.682786 = -231871.857399
  nChanged 37
		SP:Iteration 33Q (177703.780000 sec): 3 clusters
  Score: Raw -234526.478903 + Penalty 2628.682786 = -231897.796116
  nChanged 27
		SP:Iteration 34Q (177703.980000 sec): 3 clusters
  Score: Raw -234538.461951 + Penalty 2628.682786 = -231909.779165
  nChanged 17
		SP:Iteration 35Q (177704.170000 sec): 3 clusters
  Score: Raw -234546.241008 + Penalty 2628.682786 = -231917.558221
  nChanged 12
		SP:Iteration 36Q (177704.350000 sec): 3 clusters
  Score: Raw -234551.723340 + Penalty 2628.682786 = -231923.040554
  nChanged 12
		SP:Iteration 37Q (177704.550000 sec): 3 clusters
  Score: Raw -234555.751219 + Penalty 2628.682786 = -231927.068433
  nChanged 5
		SP:Iteration 38Q (177704.750000 sec): 3 clusters
  Score: Raw -234556.826800 + Penalty 2628.682786 = -231928.144013
  nChanged 2
		SP:Iteration 39Q (177704.910000 sec): 3 clusters
  Score: Raw -234557.172033 + Penalty 2628.682786 = -231928.489247
  nChanged 1
		SP:Iteration 40F (177705.100000 sec): 3 clusters
  Score: Raw -234557.753780 + Penalty 2628.682786 = -231929.070993
  nChanged 2
		SP:Iteration 41Q (177705.310000 sec): 3 clusters
  Score: Raw -234559.377791 + Penalty 2628.682786 = -231930.695004
  nChanged 1
		SP:Iteration 42Q (177705.490000 sec): 3 clusters
  Score: Raw -234559.771574 + Penalty 2628.682786 = -231931.088787
  nChanged 0
		SP:Iteration 43F (177705.650000 sec): 3 clusters
  Score: Raw -234559.771574 + Penalty 2628.682786 = -231931.088787
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 65 (633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177705.750000 sec): 2 clusters
  Score: Raw -50415.273356 + Penalty 1048.201444 = -49367.071913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177705.890000 sec): 3 clusters
  Score: Raw -50330.277052 + Penalty 2096.402887 = -48233.874164
  nChanged 177
		SP:Iteration 1F (177706.040000 sec): 3 clusters
  Score: Raw -50552.733343 + Penalty 2096.402887 = -48456.330455
  nChanged 37
		SP:Iteration 2F (177706.170000 sec): 3 clusters
  Score: Raw -50609.314318 + Penalty 2096.402887 = -48512.911431
  nChanged 21
		SP:Iteration 3Q (177706.340000 sec): 3 clusters
  Score: Raw -50659.379526 + Penalty 2096.402887 = -48562.976639
  nChanged 15
		SP:Iteration 4Q (177706.520000 sec): 3 clusters
  Score: Raw -50704.314158 + Penalty 2096.402887 = -48607.911270
  nChanged 21
		SP:Iteration 5Q (177706.630000 sec): 3 clusters
  Score: Raw -50750.779530 + Penalty 2096.402887 = -48654.376643
  nChanged 15
		SP:Iteration 6Q (177706.810000 sec): 3 clusters
  Score: Raw -50779.050060 + Penalty 2096.402887 = -48682.647173
  nChanged 18
		SP:Iteration 7Q (177706.990000 sec): 3 clusters
  Score: Raw -50890.001737 + Penalty 2096.402887 = -48793.598850
  nChanged 21
		SP:Iteration 8Q (177707.150000 sec): 3 clusters
  Score: Raw -51016.927015 + Penalty 2096.402887 = -48920.524128
  nChanged 33
		SP:Iteration 9F (177707.360000 sec): 3 clusters
  Score: Raw -51081.842135 + Penalty 2096.402887 = -48985.439248
  nChanged 21
		SP:Iteration 10Q (177707.530000 sec): 3 clusters
  Score: Raw -51113.469373 + Penalty 2096.402887 = -49017.066486
  nChanged 11
		SP:Iteration 11Q (177707.670000 sec): 3 clusters
  Score: Raw -51134.637821 + Penalty 2096.402887 = -49038.234933
  nChanged 13
		SP:Iteration 12Q (177707.850000 sec): 3 clusters
  Score: Raw -51151.637269 + Penalty 2096.402887 = -49055.234382
  nChanged 8
		SP:Iteration 13Q (177708.030000 sec): 3 clusters
  Score: Raw -51166.449336 + Penalty 2096.402887 = -49070.046449
  nChanged 8
		SP:Iteration 14Q (177708.180000 sec): 3 clusters
  Score: Raw -51184.750698 + Penalty 2096.402887 = -49088.347811
  nChanged 10
		SP:Iteration 15Q (177708.320000 sec): 3 clusters
  Score: Raw -51206.150848 + Penalty 2096.402887 = -49109.747961
  nChanged 8
		SP:Iteration 16Q (177708.520000 sec): 3 clusters
  Score: Raw -51218.140243 + Penalty 2096.402887 = -49121.737356
  nChanged 4
		SP:Iteration 17Q (177708.670000 sec): 3 clusters
  Score: Raw -51222.289318 + Penalty 2096.402887 = -49125.886430
  nChanged 3
		SP:Iteration 18Q (177708.790000 sec): 3 clusters
  Score: Raw -51227.078505 + Penalty 2096.402887 = -49130.675618
  nChanged 4
		SP:Iteration 19Q (177708.980000 sec): 3 clusters
  Score: Raw -51235.944672 + Penalty 2096.402887 = -49139.541785
  nChanged 4
		SP:Iteration 20F (177709.110000 sec): 3 clusters
  Score: Raw -51244.896593 + Penalty 2096.402887 = -49148.493706
  nChanged 6
		SP:Iteration 21Q (177709.290000 sec): 3 clusters
  Score: Raw -51256.845535 + Penalty 2096.402887 = -49160.442648
  nChanged 2
		SP:Iteration 22Q (177709.480000 sec): 3 clusters
  Score: Raw -51260.024391 + Penalty 2096.402887 = -49163.621504
  nChanged 1
		SP:Iteration 23Q (177709.660000 sec): 3 clusters
  Score: Raw -51261.109475 + Penalty 2096.402887 = -49164.706588
  nChanged 1
		SP:Iteration 24Q (177709.840000 sec): 3 clusters
  Score: Raw -51262.147068 + Penalty 2096.402887 = -49165.744181
  nChanged 1
		SP:Iteration 25Q (177710.000000 sec): 3 clusters
  Score: Raw -51263.122123 + Penalty 2096.402887 = -49166.719235
  nChanged 0
		SP:Iteration 26F (177710.140000 sec): 3 clusters
  Score: Raw -51263.122123 + Penalty 2096.402887 = -49166.719235
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 66 (7203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177710.270000 sec): 2 clusters
  Score: Raw -607558.830493 + Penalty 1443.366094 = -606115.464399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177710.420000 sec): 3 clusters
  Score: Raw -603604.774981 + Penalty 2886.732188 = -600718.042794
  nChanged 2999
		SP:Iteration 1F (177710.580000 sec): 3 clusters
  Score: Raw -605341.056778 + Penalty 2886.732188 = -602454.324590
  nChanged 512
		SP:Iteration 2F (177710.790000 sec): 3 clusters
  Score: Raw -605694.293290 + Penalty 2886.732188 = -602807.561103
  nChanged 529
		SP:Iteration 3F (177711.040000 sec): 3 clusters
  Score: Raw -606158.820167 + Penalty 2886.732188 = -603272.087979
  nChanged 562
		SP:Iteration 4F (177711.240000 sec): 3 clusters
  Score: Raw -606700.329664 + Penalty 2886.732188 = -603813.597477
  nChanged 544
		SP:Iteration 5F (177711.410000 sec): 3 clusters
  Score: Raw -607152.998461 + Penalty 2886.732188 = -604266.266274
  nChanged 408
		SP:Iteration 6F (177711.650000 sec): 3 clusters
  Score: Raw -607447.828985 + Penalty 2886.732188 = -604561.096797
  nChanged 330
		SP:Iteration 7Q (177711.880000 sec): 3 clusters
  Score: Raw -607649.480468 + Penalty 2886.732188 = -604762.748281
  nChanged 248
		SP:Iteration 8Q (177712.070000 sec): 3 clusters
  Score: Raw -607789.379660 + Penalty 2886.732188 = -604902.647472
  nChanged 201
		SP:Iteration 9Q (177712.340000 sec): 3 clusters
  Score: Raw -607889.184227 + Penalty 2886.732188 = -605002.452040
  nChanged 140
		SP:Iteration 10Q (177712.520000 sec): 3 clusters
  Score: Raw -607945.148237 + Penalty 2886.732188 = -605058.416049
  nChanged 99
		SP:Iteration 11Q (177712.720000 sec): 3 clusters
  Score: Raw -607981.675477 + Penalty 2886.732188 = -605094.943289
  nChanged 80
		SP:Iteration 12Q (177712.910000 sec): 3 clusters
  Score: Raw -608011.099965 + Penalty 2886.732188 = -605124.367778
  nChanged 70
		SP:Iteration 13Q (177713.100000 sec): 3 clusters
  Score: Raw -608032.594388 + Penalty 2886.732188 = -605145.862201
  nChanged 38
		SP:Iteration 14Q (177713.320000 sec): 3 clusters
  Score: Raw -608043.559460 + Penalty 2886.732188 = -605156.827272
  nChanged 32
		SP:Iteration 15Q (177713.540000 sec): 3 clusters
  Score: Raw -608053.278288 + Penalty 2886.732188 = -605166.546100
  nChanged 26
		SP:Iteration 16Q (177713.760000 sec): 3 clusters
  Score: Raw -608060.280377 + Penalty 2886.732188 = -605173.548190
  nChanged 21
		SP:Iteration 17Q (177714.010000 sec): 3 clusters
  Score: Raw -608065.479311 + Penalty 2886.732188 = -605178.747123
  nChanged 19
		SP:Iteration 18Q (177714.220000 sec): 3 clusters
  Score: Raw -608069.925899 + Penalty 2886.732188 = -605183.193711
  nChanged 10
		SP:Iteration 19Q (177714.470000 sec): 3 clusters
  Score: Raw -608072.389457 + Penalty 2886.732188 = -605185.657269
  nChanged 14
		SP:Iteration 20F (177714.670000 sec): 3 clusters
  Score: Raw -608076.263433 + Penalty 2886.732188 = -605189.531246
  nChanged 16
		SP:Iteration 21Q (177714.910000 sec): 3 clusters
  Score: Raw -608080.689652 + Penalty 2886.732188 = -605193.957465
  nChanged 15
		SP:Iteration 22Q (177715.120000 sec): 3 clusters
  Score: Raw -608084.453354 + Penalty 2886.732188 = -605197.721166
  nChanged 19
		SP:Iteration 23Q (177715.320000 sec): 3 clusters
  Score: Raw -608090.145851 + Penalty 2886.732188 = -605203.413663
  nChanged 19
		SP:Iteration 24Q (177715.550000 sec): 3 clusters
  Score: Raw -608094.563937 + Penalty 2886.732188 = -605207.831749
  nChanged 19
		SP:Iteration 25Q (177715.780000 sec): 3 clusters
  Score: Raw -608098.825627 + Penalty 2886.732188 = -605212.093439
  nChanged 15
		SP:Iteration 26Q (177715.970000 sec): 3 clusters
  Score: Raw -608103.258076 + Penalty 2886.732188 = -605216.525888
  nChanged 17
		SP:Iteration 27Q (177716.230000 sec): 3 clusters
  Score: Raw -608108.452052 + Penalty 2886.732188 = -605221.719864
  nChanged 18
		SP:Iteration 28Q (177716.460000 sec): 3 clusters
  Score: Raw -608114.222456 + Penalty 2886.732188 = -605227.490269
  nChanged 19
		SP:Iteration 29Q (177716.640000 sec): 3 clusters
  Score: Raw -608120.572965 + Penalty 2886.732188 = -605233.840777
  nChanged 19
		SP:Iteration 30Q (177716.890000 sec): 3 clusters
  Score: Raw -608125.925829 + Penalty 2886.732188 = -605239.193641
  nChanged 14
		SP:Iteration 31Q (177717.080000 sec): 3 clusters
  Score: Raw -608131.467184 + Penalty 2886.732188 = -605244.734996
  nChanged 16
		SP:Iteration 32Q (177717.350000 sec): 3 clusters
  Score: Raw -608137.634769 + Penalty 2886.732188 = -605250.902581
  nChanged 17
		SP:Iteration 33Q (177717.570000 sec): 3 clusters
  Score: Raw -608143.746423 + Penalty 2886.732188 = -605257.014235
  nChanged 16
		SP:Iteration 34Q (177717.800000 sec): 3 clusters
  Score: Raw -608148.599236 + Penalty 2886.732188 = -605261.867048
  nChanged 22
		SP:Iteration 35Q (177718.010000 sec): 3 clusters
  Score: Raw -608154.742998 + Penalty 2886.732188 = -605268.010810
  nChanged 11
		SP:Iteration 36Q (177718.230000 sec): 3 clusters
  Score: Raw -608159.486155 + Penalty 2886.732188 = -605272.753968
  nChanged 13
		SP:Iteration 37Q (177718.440000 sec): 3 clusters
  Score: Raw -608162.601118 + Penalty 2886.732188 = -605275.868930
  nChanged 13
		SP:Iteration 38Q (177718.650000 sec): 3 clusters
  Score: Raw -608166.199045 + Penalty 2886.732188 = -605279.466857
  nChanged 10
		SP:Iteration 39Q (177718.900000 sec): 3 clusters
  Score: Raw -608170.599413 + Penalty 2886.732188 = -605283.867225
  nChanged 10
		SP:Iteration 40F (177719.080000 sec): 3 clusters
  Score: Raw -608175.327222 + Penalty 2886.732188 = -605288.595034
  nChanged 11
		SP:Iteration 41Q (177719.330000 sec): 3 clusters
  Score: Raw -608180.346082 + Penalty 2886.732188 = -605293.613894
  nChanged 17
		SP:Iteration 42Q (177719.570000 sec): 3 clusters
  Score: Raw -608187.857169 + Penalty 2886.732188 = -605301.124981
  nChanged 18
		SP:Iteration 43Q (177719.780000 sec): 3 clusters
  Score: Raw -608194.601309 + Penalty 2886.732188 = -605307.869122
  nChanged 15
		SP:Iteration 44Q (177720.010000 sec): 3 clusters
  Score: Raw -608201.355789 + Penalty 2886.732188 = -605314.623601
  nChanged 20
		SP:Iteration 45Q (177720.190000 sec): 3 clusters
  Score: Raw -608210.790455 + Penalty 2886.732188 = -605324.058267
  nChanged 27
		SP:Iteration 46Q (177720.420000 sec): 3 clusters
  Score: Raw -608225.810667 + Penalty 2886.732188 = -605339.078480
  nChanged 32
		SP:Iteration 47Q (177720.620000 sec): 3 clusters
  Score: Raw -608238.084713 + Penalty 2886.732188 = -605351.352525
  nChanged 19
		SP:Iteration 48Q (177720.840000 sec): 3 clusters
  Score: Raw -608244.057271 + Penalty 2886.732188 = -605357.325083
  nChanged 13
		SP:Iteration 49Q (177721.070000 sec): 3 clusters
  Score: Raw -608248.806381 + Penalty 2886.732188 = -605362.074193
  nChanged 15
		SP:Iteration 50Q (177721.290000 sec): 3 clusters
  Score: Raw -608256.393290 + Penalty 2886.732188 = -605369.661103
  nChanged 19
		SP:Iteration 51Q (177721.470000 sec): 3 clusters
  Score: Raw -608262.713645 + Penalty 2886.732188 = -605375.981458
  nChanged 14
		SP:Iteration 52Q (177721.690000 sec): 3 clusters
  Score: Raw -608269.062906 + Penalty 2886.732188 = -605382.330719
  nChanged 19
		SP:Iteration 53Q (177721.930000 sec): 3 clusters
  Score: Raw -608277.055923 + Penalty 2886.732188 = -605390.323736
  nChanged 10
		SP:Iteration 54Q (177722.170000 sec): 3 clusters
  Score: Raw -608281.280438 + Penalty 2886.732188 = -605394.548251
  nChanged 10
		SP:Iteration 55Q (177722.410000 sec): 3 clusters
  Score: Raw -608284.488819 + Penalty 2886.732188 = -605397.756631
  nChanged 7
		SP:Iteration 56Q (177722.650000 sec): 3 clusters
  Score: Raw -608286.895969 + Penalty 2886.732188 = -605400.163781
  nChanged 7
		SP:Iteration 57Q (177722.860000 sec): 3 clusters
  Score: Raw -608288.801461 + Penalty 2886.732188 = -605402.069274
  nChanged 3
		SP:Iteration 58Q (177723.080000 sec): 3 clusters
  Score: Raw -608289.344794 + Penalty 2886.732188 = -605402.612606
  nChanged 1
		SP:Iteration 59Q (177723.290000 sec): 3 clusters
  Score: Raw -608289.551756 + Penalty 2886.732188 = -605402.819568
  nChanged 1
		SP:Iteration 60F (177723.510000 sec): 3 clusters
  Score: Raw -608289.628835 + Penalty 2886.732188 = -605402.896647
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 67 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177723.610000 sec): 2 clusters
  Score: Raw -36397.415947 + Penalty 986.494881 = -35410.921066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177723.810000 sec): 3 clusters
  Score: Raw -36393.687696 + Penalty 1972.989762 = -34420.697934
  nChanged 74
		SP:Iteration 1F (177724.010000 sec): 3 clusters
  Score: Raw -36509.683683 + Penalty 1972.989762 = -34536.693921
  nChanged 19
		SP:Iteration 2Q (177724.190000 sec): 3 clusters
  Score: Raw -36547.901251 + Penalty 1972.989762 = -34574.911490
  nChanged 8
		SP:Iteration 3Q (177724.350000 sec): 3 clusters
  Score: Raw -36566.549167 + Penalty 1972.989762 = -34593.559406
  nChanged 5
		SP:Iteration 4Q (177724.550000 sec): 3 clusters
  Score: Raw -36578.338769 + Penalty 1972.989762 = -34605.349007
  nChanged 2
		SP:Iteration 5Q (177724.730000 sec): 3 clusters
  Score: Raw -36584.965986 + Penalty 1972.989762 = -34611.976224
  nChanged 5
		SP:Iteration 6Q (177724.910000 sec): 3 clusters
  Score: Raw -36596.891927 + Penalty 1972.989762 = -34623.902165
  nChanged 3
		SP:Iteration 7Q (177725.080000 sec): 3 clusters
  Score: Raw -36600.694104 + Penalty 1972.989762 = -34627.704343
  nChanged 3
		SP:Iteration 8Q (177725.240000 sec): 3 clusters
  Score: Raw -36604.597930 + Penalty 1972.989762 = -34631.608168
  nChanged 0
		SP:Iteration 9F (177725.470000 sec): 3 clusters
  Score: Raw -36604.597930 + Penalty 1972.989762 = -34631.608168
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 68 (14564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177725.640000 sec): 2 clusters
  Score: Raw -1240785.640300 + Penalty 1557.775052 = -1239227.865248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177725.860000 sec): 3 clusters
  Score: Raw -1232204.649447 + Penalty 3115.550103 = -1229089.099344
  nChanged 6497
		SP:Iteration 1F (177726.100000 sec): 3 clusters
  Score: Raw -1235951.978991 + Penalty 3115.550103 = -1232836.428888
  nChanged 1015
		SP:Iteration 2F (177726.360000 sec): 3 clusters
  Score: Raw -1236555.630948 + Penalty 3115.550103 = -1233440.080845
  nChanged 1051
		SP:Iteration 3F (177726.590000 sec): 3 clusters
  Score: Raw -1237282.404139 + Penalty 3115.550103 = -1234166.854036
  nChanged 1088
		SP:Iteration 4F (177726.830000 sec): 3 clusters
  Score: Raw -1238089.382659 + Penalty 3115.550103 = -1234973.832556
  nChanged 976
		SP:Iteration 5F (177727.050000 sec): 3 clusters
  Score: Raw -1238859.843359 + Penalty 3115.550103 = -1235744.293256
  nChanged 820
		SP:Iteration 6F (177727.340000 sec): 3 clusters
  Score: Raw -1239492.915475 + Penalty 3115.550103 = -1236377.365372
  nChanged 642
		SP:Iteration 7Q (177727.570000 sec): 3 clusters
  Score: Raw -1239960.430207 + Penalty 3115.550103 = -1236844.880104
  nChanged 426
		SP:Iteration 8Q (177727.800000 sec): 3 clusters
  Score: Raw -1240264.964399 + Penalty 3115.550103 = -1237149.414296
  nChanged 298
		SP:Iteration 9Q (177728.070000 sec): 3 clusters
  Score: Raw -1240462.086035 + Penalty 3115.550103 = -1237346.535932
  nChanged 175
		SP:Iteration 10Q (177728.350000 sec): 3 clusters
  Score: Raw -1240576.574211 + Penalty 3115.550103 = -1237461.024108
  nChanged 146
		SP:Iteration 11Q (177728.630000 sec): 3 clusters
  Score: Raw -1240665.790243 + Penalty 3115.550103 = -1237550.240140
  nChanged 108
		SP:Iteration 12Q (177728.870000 sec): 3 clusters
  Score: Raw -1240731.331954 + Penalty 3115.550103 = -1237615.781851
  nChanged 82
		SP:Iteration 13Q (177729.110000 sec): 3 clusters
  Score: Raw -1240783.907057 + Penalty 3115.550103 = -1237668.356954
  nChanged 63
		SP:Iteration 14Q (177729.380000 sec): 3 clusters
  Score: Raw -1240825.084902 + Penalty 3115.550103 = -1237709.534799
  nChanged 53
		SP:Iteration 15Q (177729.660000 sec): 3 clusters
  Score: Raw -1240865.213948 + Penalty 3115.550103 = -1237749.663845
  nChanged 47
		SP:Iteration 16Q (177729.870000 sec): 3 clusters
  Score: Raw -1240901.977152 + Penalty 3115.550103 = -1237786.427049
  nChanged 40
		SP:Iteration 17Q (177730.090000 sec): 3 clusters
  Score: Raw -1240930.276351 + Penalty 3115.550103 = -1237814.726248
  nChanged 33
		SP:Iteration 18Q (177730.330000 sec): 3 clusters
  Score: Raw -1240954.322346 + Penalty 3115.550103 = -1237838.772243
  nChanged 17
		SP:Iteration 19Q (177730.590000 sec): 3 clusters
  Score: Raw -1240972.709496 + Penalty 3115.550103 = -1237857.159393
  nChanged 19
		SP:Iteration 20F (177730.830000 sec): 3 clusters
  Score: Raw -1240986.937401 + Penalty 3115.550103 = -1237871.387298
  nChanged 11
		SP:Iteration 21Q (177731.070000 sec): 3 clusters
  Score: Raw -1240994.534840 + Penalty 3115.550103 = -1237878.984737
  nChanged 6
		SP:Iteration 22Q (177731.320000 sec): 3 clusters
  Score: Raw -1241000.026919 + Penalty 3115.550103 = -1237884.476816
  nChanged 4
		SP:Iteration 23Q (177731.590000 sec): 3 clusters
  Score: Raw -1241002.895433 + Penalty 3115.550103 = -1237887.345330
  nChanged 5
		SP:Iteration 24Q (177731.790000 sec): 3 clusters
  Score: Raw -1241005.128929 + Penalty 3115.550103 = -1237889.578826
  nChanged 6
		SP:Iteration 25Q (177732.050000 sec): 3 clusters
  Score: Raw -1241008.967676 + Penalty 3115.550103 = -1237893.417573
  nChanged 8
		SP:Iteration 26Q (177732.300000 sec): 3 clusters
  Score: Raw -1241015.345822 + Penalty 3115.550103 = -1237899.795719
  nChanged 8
		SP:Iteration 27Q (177732.510000 sec): 3 clusters
  Score: Raw -1241021.636326 + Penalty 3115.550103 = -1237906.086223
  nChanged 8
		SP:Iteration 28Q (177732.760000 sec): 3 clusters
  Score: Raw -1241029.347700 + Penalty 3115.550103 = -1237913.797597
  nChanged 7
		SP:Iteration 29Q (177732.960000 sec): 3 clusters
  Score: Raw -1241035.030924 + Penalty 3115.550103 = -1237919.480821
  nChanged 7
		SP:Iteration 30Q (177733.210000 sec): 3 clusters
  Score: Raw -1241040.383893 + Penalty 3115.550103 = -1237924.833790
  nChanged 4
		SP:Iteration 31Q (177733.470000 sec): 3 clusters
  Score: Raw -1241044.197215 + Penalty 3115.550103 = -1237928.647112
  nChanged 4
		SP:Iteration 32Q (177733.720000 sec): 3 clusters
  Score: Raw -1241046.920664 + Penalty 3115.550103 = -1237931.370561
  nChanged 2
		SP:Iteration 33Q (177733.970000 sec): 3 clusters
  Score: Raw -1241048.578585 + Penalty 3115.550103 = -1237933.028482
  nChanged 4
		SP:Iteration 34Q (177734.250000 sec): 3 clusters
  Score: Raw -1241052.093790 + Penalty 3115.550103 = -1237936.543687
  nChanged 3
		SP:Iteration 35Q (177734.500000 sec): 3 clusters
  Score: Raw -1241054.938159 + Penalty 3115.550103 = -1237939.388056
  nChanged 3
		SP:Iteration 36Q (177734.730000 sec): 3 clusters
  Score: Raw -1241057.028750 + Penalty 3115.550103 = -1237941.478647
  nChanged 2
		SP:Iteration 37Q (177734.970000 sec): 3 clusters
  Score: Raw -1241058.493075 + Penalty 3115.550103 = -1237942.942972
  nChanged 1
		SP:Iteration 38Q (177735.260000 sec): 3 clusters
  Score: Raw -1241059.507698 + Penalty 3115.550103 = -1237943.957595
  nChanged 0
		SP:Iteration 39F (177735.470000 sec): 3 clusters
  Score: Raw -1241059.507698 + Penalty 3115.550103 = -1237943.957595
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 69 (520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177735.560000 sec): 2 clusters
  Score: Raw -45139.679809 + Penalty 1016.247182 = -44123.432627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177735.770000 sec): 3 clusters
  Score: Raw -45055.959111 + Penalty 2032.494364 = -43023.464748
  nChanged 131
		SP:Iteration 1F (177735.940000 sec): 3 clusters
  Score: Raw -45225.086661 + Penalty 2032.494364 = -43192.592297
  nChanged 25
		SP:Iteration 2Q (177736.140000 sec): 3 clusters
  Score: Raw -45269.739573 + Penalty 2032.494364 = -43237.245209
  nChanged 18
		SP:Iteration 3Q (177736.340000 sec): 3 clusters
  Score: Raw -45308.643647 + Penalty 2032.494364 = -43276.149283
  nChanged 12
		SP:Iteration 4Q (177736.560000 sec): 3 clusters
  Score: Raw -45322.768924 + Penalty 2032.494364 = -43290.274560
  nChanged 7
		SP:Iteration 5Q (177736.740000 sec): 3 clusters
  Score: Raw -45331.777476 + Penalty 2032.494364 = -43299.283112
  nChanged 5
		SP:Iteration 6Q (177736.950000 sec): 3 clusters
  Score: Raw -45336.688292 + Penalty 2032.494364 = -43304.193928
  nChanged 4
		SP:Iteration 7Q (177737.120000 sec): 3 clusters
  Score: Raw -45340.920275 + Penalty 2032.494364 = -43308.425911
  nChanged 2
		SP:Iteration 8Q (177737.310000 sec): 3 clusters
  Score: Raw -45343.392588 + Penalty 2032.494364 = -43310.898224
  nChanged 1
		SP:Iteration 9Q (177737.480000 sec): 3 clusters
  Score: Raw -45343.793869 + Penalty 2032.494364 = -43311.299505
  nChanged 1
		SP:Iteration 10Q (177737.640000 sec): 3 clusters
  Score: Raw -45344.409765 + Penalty 2032.494364 = -43311.915401
  nChanged 0
		SP:Iteration 11F (177737.850000 sec): 3 clusters
  Score: Raw -45344.409765 + Penalty 2032.494364 = -43311.915401
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 70 (2031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177737.990000 sec): 2 clusters
  Score: Raw -164993.790583 + Penalty 1237.646079 = -163756.144504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177738.140000 sec): 3 clusters
  Score: Raw -164132.131147 + Penalty 2475.292158 = -161656.838990
  nChanged 705
		SP:Iteration 1F (177738.300000 sec): 3 clusters
  Score: Raw -164586.378838 + Penalty 2475.292158 = -162111.086680
  nChanged 149
		SP:Iteration 2F (177738.540000 sec): 3 clusters
  Score: Raw -164710.880570 + Penalty 2475.292158 = -162235.588412
  nChanged 116
		SP:Iteration 3F (177738.720000 sec): 3 clusters
  Score: Raw -164803.881652 + Penalty 2475.292158 = -162328.589494
  nChanged 89
		SP:Iteration 4Q (177738.870000 sec): 3 clusters
  Score: Raw -164866.935845 + Penalty 2475.292158 = -162391.643687
  nChanged 66
		SP:Iteration 5Q (177739.060000 sec): 3 clusters
  Score: Raw -164914.786821 + Penalty 2475.292158 = -162439.494664
  nChanged 60
		SP:Iteration 6Q (177739.260000 sec): 3 clusters
  Score: Raw -164959.435963 + Penalty 2475.292158 = -162484.143806
  nChanged 48
		SP:Iteration 7Q (177739.450000 sec): 3 clusters
  Score: Raw -164990.447132 + Penalty 2475.292158 = -162515.154975
  nChanged 35
		SP:Iteration 8Q (177739.600000 sec): 3 clusters
  Score: Raw -165013.286358 + Penalty 2475.292158 = -162537.994200
  nChanged 32
		SP:Iteration 9Q (177739.780000 sec): 3 clusters
  Score: Raw -165033.620053 + Penalty 2475.292158 = -162558.327896
  nChanged 25
		SP:Iteration 10Q (177739.940000 sec): 3 clusters
  Score: Raw -165049.192488 + Penalty 2475.292158 = -162573.900330
  nChanged 18
		SP:Iteration 11Q (177740.170000 sec): 3 clusters
  Score: Raw -165061.222136 + Penalty 2475.292158 = -162585.929978
  nChanged 20
		SP:Iteration 12Q (177740.300000 sec): 3 clusters
  Score: Raw -165072.674809 + Penalty 2475.292158 = -162597.382651
  nChanged 10
		SP:Iteration 13Q (177740.530000 sec): 3 clusters
  Score: Raw -165078.384535 + Penalty 2475.292158 = -162603.092377
  nChanged 12
		SP:Iteration 14Q (177740.700000 sec): 3 clusters
  Score: Raw -165084.710748 + Penalty 2475.292158 = -162609.418591
  nChanged 16
		SP:Iteration 15Q (177740.830000 sec): 3 clusters
  Score: Raw -165093.088663 + Penalty 2475.292158 = -162617.796506
  nChanged 16
		SP:Iteration 16Q (177741.010000 sec): 3 clusters
  Score: Raw -165101.127590 + Penalty 2475.292158 = -162625.835432
  nChanged 19
		SP:Iteration 17Q (177741.230000 sec): 3 clusters
  Score: Raw -165114.347262 + Penalty 2475.292158 = -162639.055104
  nChanged 18
		SP:Iteration 18Q (177741.410000 sec): 3 clusters
  Score: Raw -165124.578239 + Penalty 2475.292158 = -162649.286081
  nChanged 16
		SP:Iteration 19Q (177741.600000 sec): 3 clusters
  Score: Raw -165133.957017 + Penalty 2475.292158 = -162658.664859
  nChanged 16
		SP:Iteration 20F (177741.720000 sec): 3 clusters
  Score: Raw -165144.707201 + Penalty 2475.292158 = -162669.415044
  nChanged 9
		SP:Iteration 21Q (177741.930000 sec): 3 clusters
  Score: Raw -165151.164292 + Penalty 2475.292158 = -162675.872134
  nChanged 5
		SP:Iteration 22Q (177742.100000 sec): 3 clusters
  Score: Raw -165154.232435 + Penalty 2475.292158 = -162678.940278
  nChanged 5
		SP:Iteration 23Q (177742.260000 sec): 3 clusters
  Score: Raw -165157.302792 + Penalty 2475.292158 = -162682.010635
  nChanged 5
		SP:Iteration 24Q (177742.450000 sec): 3 clusters
  Score: Raw -165160.815263 + Penalty 2475.292158 = -162685.523106
  nChanged 6
		SP:Iteration 25Q (177742.640000 sec): 3 clusters
  Score: Raw -165163.831299 + Penalty 2475.292158 = -162688.539142
  nChanged 3
		SP:Iteration 26Q (177742.790000 sec): 3 clusters
  Score: Raw -165164.596312 + Penalty 2475.292158 = -162689.304154
  nChanged 2
		SP:Iteration 27Q (177743.000000 sec): 3 clusters
  Score: Raw -165165.088603 + Penalty 2475.292158 = -162689.796445
  nChanged 1
		SP:Iteration 28Q (177743.210000 sec): 3 clusters
  Score: Raw -165165.225604 + Penalty 2475.292158 = -162689.933446
  nChanged 1
		SP:Iteration 29Q (177743.420000 sec): 3 clusters
  Score: Raw -165165.712980 + Penalty 2475.292158 = -162690.420822
  nChanged 1
		SP:Iteration 30Q (177743.560000 sec): 3 clusters
  Score: Raw -165166.104281 + Penalty 2475.292158 = -162690.812124
  nChanged 2
		SP:Iteration 31Q (177743.720000 sec): 3 clusters
  Score: Raw -165167.491241 + Penalty 2475.292158 = -162692.199083
  nChanged 3
		SP:Iteration 32Q (177743.860000 sec): 3 clusters
  Score: Raw -165168.864509 + Penalty 2475.292158 = -162693.572352
  nChanged 2
		SP:Iteration 33Q (177744.040000 sec): 3 clusters
  Score: Raw -165170.764816 + Penalty 2475.292158 = -162695.472659
  nChanged 3
		SP:Iteration 34Q (177744.140000 sec): 3 clusters
  Score: Raw -165172.937985 + Penalty 2475.292158 = -162697.645827
  nChanged 2
		SP:Iteration 35Q (177744.340000 sec): 3 clusters
  Score: Raw -165174.254413 + Penalty 2475.292158 = -162698.962256
  nChanged 4
		SP:Iteration 36Q (177744.500000 sec): 3 clusters
  Score: Raw -165177.508905 + Penalty 2475.292158 = -162702.216748
  nChanged 5
		SP:Iteration 37Q (177744.710000 sec): 3 clusters
  Score: Raw -165182.045627 + Penalty 2475.292158 = -162706.753469
  nChanged 4
		SP:Iteration 38Q (177744.860000 sec): 3 clusters
  Score: Raw -165184.300024 + Penalty 2475.292158 = -162709.007866
  nChanged 1
		SP:Iteration 39Q (177744.980000 sec): 3 clusters
  Score: Raw -165184.895657 + Penalty 2475.292158 = -162709.603499
  nChanged 1
		SP:Iteration 40F (177745.120000 sec): 3 clusters
  Score: Raw -165185.360159 + Penalty 2475.292158 = -162710.068001
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 71 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177745.230000 sec): 2 clusters
  Score: Raw -36282.560112 + Penalty 977.625538 = -35304.934573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177745.400000 sec): 3 clusters
  Score: Raw -36265.715940 + Penalty 1955.251077 = -34310.464864
  nChanged 74
		SP:Iteration 1F (177745.630000 sec): 3 clusters
  Score: Raw -36399.498359 + Penalty 1955.251077 = -34444.247282
  nChanged 17
		SP:Iteration 2Q (177745.840000 sec): 3 clusters
  Score: Raw -36430.680982 + Penalty 1955.251077 = -34475.429905
  nChanged 4
		SP:Iteration 3Q (177746.020000 sec): 3 clusters
  Score: Raw -36436.836994 + Penalty 1955.251077 = -34481.585917
  nChanged 0
		SP:Iteration 4F (177746.200000 sec): 3 clusters
  Score: Raw -36436.836994 + Penalty 1955.251077 = -34481.585917
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 72 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177746.270000 sec): 2 clusters
  Score: Raw -22670.541171 + Penalty 899.175792 = -21771.365379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177746.440000 sec): 3 clusters
  Score: Raw -22733.491204 + Penalty 1798.351584 = -20935.139620
  nChanged 33
		SP:Iteration 1F (177746.650000 sec): 3 clusters
  Score: Raw -22812.864370 + Penalty 1798.351584 = -21014.512787
  nChanged 4
		SP:Iteration 2Q (177746.860000 sec): 3 clusters
  Score: Raw -22825.879419 + Penalty 1798.351584 = -21027.527835
  nChanged 3
		SP:Iteration 3Q (177747.060000 sec): 3 clusters
  Score: Raw -22835.243348 + Penalty 1798.351584 = -21036.891764
  nChanged 1
		SP:Iteration 4Q (177747.200000 sec): 3 clusters
  Score: Raw -22839.635483 + Penalty 1798.351584 = -21041.283899
  nChanged 0
		SP:Iteration 5F (177747.360000 sec): 3 clusters
  Score: Raw -22839.635483 + Penalty 1798.351584 = -21041.283899
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 73 (8336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177747.480000 sec): 2 clusters
  Score: Raw -670520.725981 + Penalty 1467.105049 = -669053.620931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177747.700000 sec): 3 clusters
  Score: Raw -665917.462239 + Penalty 2934.210098 = -662983.252141
  nChanged 3534
		SP:Iteration 1F (177747.870000 sec): 3 clusters
  Score: Raw -668023.668330 + Penalty 2934.210098 = -665089.458232
  nChanged 642
		SP:Iteration 2F (177748.060000 sec): 3 clusters
  Score: Raw -668416.850321 + Penalty 2934.210098 = -665482.640222
  nChanged 566
		SP:Iteration 3F (177748.280000 sec): 3 clusters
  Score: Raw -668763.986742 + Penalty 2934.210098 = -665829.776644
  nChanged 490
		SP:Iteration 4F (177748.460000 sec): 3 clusters
  Score: Raw -669086.971133 + Penalty 2934.210098 = -666152.761035
  nChanged 428
		SP:Iteration 5F (177748.660000 sec): 3 clusters
  Score: Raw -669386.485141 + Penalty 2934.210098 = -666452.275043
  nChanged 371
		SP:Iteration 6Q (177748.840000 sec): 3 clusters
  Score: Raw -669645.070007 + Penalty 2934.210098 = -666710.859909
  nChanged 330
		SP:Iteration 7Q (177749.050000 sec): 3 clusters
  Score: Raw -669874.016903 + Penalty 2934.210098 = -666939.806805
  nChanged 266
		SP:Iteration 8Q (177749.220000 sec): 3 clusters
  Score: Raw -670069.116128 + Penalty 2934.210098 = -667134.906030
  nChanged 252
		SP:Iteration 9Q (177749.410000 sec): 3 clusters
  Score: Raw -670272.169051 + Penalty 2934.210098 = -667337.958953
  nChanged 175
		SP:Iteration 10Q (177749.610000 sec): 3 clusters
  Score: Raw -670413.227625 + Penalty 2934.210098 = -667479.017527
  nChanged 130
		SP:Iteration 11Q (177749.840000 sec): 3 clusters
  Score: Raw -670524.241219 + Penalty 2934.210098 = -667590.031120
  nChanged 86
		SP:Iteration 12Q (177750.040000 sec): 3 clusters
  Score: Raw -670598.337748 + Penalty 2934.210098 = -667664.127650
  nChanged 45
		SP:Iteration 13Q (177750.260000 sec): 3 clusters
  Score: Raw -670635.403446 + Penalty 2934.210098 = -667701.193348
  nChanged 34
		SP:Iteration 14Q (177750.480000 sec): 3 clusters
  Score: Raw -670670.151202 + Penalty 2934.210098 = -667735.941104
  nChanged 28
		SP:Iteration 15Q (177750.730000 sec): 3 clusters
  Score: Raw -670695.705038 + Penalty 2934.210098 = -667761.494939
  nChanged 17
		SP:Iteration 16Q (177750.920000 sec): 3 clusters
  Score: Raw -670712.357359 + Penalty 2934.210098 = -667778.147261
  nChanged 11
		SP:Iteration 17Q (177751.170000 sec): 3 clusters
  Score: Raw -670724.682336 + Penalty 2934.210098 = -667790.472238
  nChanged 14
		SP:Iteration 18Q (177751.390000 sec): 3 clusters
  Score: Raw -670742.468906 + Penalty 2934.210098 = -667808.258807
  nChanged 14
		SP:Iteration 19Q (177751.550000 sec): 3 clusters
  Score: Raw -670756.666675 + Penalty 2934.210098 = -667822.456576
  nChanged 12
		SP:Iteration 20F (177751.740000 sec): 3 clusters
  Score: Raw -670769.362926 + Penalty 2934.210098 = -667835.152828
  nChanged 7
		SP:Iteration 21Q (177752.000000 sec): 3 clusters
  Score: Raw -670777.571922 + Penalty 2934.210098 = -667843.361823
  nChanged 1
		SP:Iteration 22Q (177752.190000 sec): 3 clusters
  Score: Raw -670777.871101 + Penalty 2934.210098 = -667843.661003
  nChanged 0
		SP:Iteration 23F (177752.460000 sec): 3 clusters
  Score: Raw -670777.871101 + Penalty 2934.210098 = -667843.661003
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 74 (447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177752.530000 sec): 2 clusters
  Score: Raw -36694.764043 + Penalty 991.665772 = -35703.098271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177752.700000 sec): 3 clusters
  Score: Raw -36650.422097 + Penalty 1983.331543 = -34667.090554
  nChanged 108
		SP:Iteration 1F (177752.900000 sec): 3 clusters
  Score: Raw -36805.741071 + Penalty 1983.331543 = -34822.409527
  nChanged 19
		SP:Iteration 2Q (177753.100000 sec): 3 clusters
  Score: Raw -36841.328276 + Penalty 1983.331543 = -34857.996733
  nChanged 14
		SP:Iteration 3Q (177753.230000 sec): 3 clusters
  Score: Raw -36864.747399 + Penalty 1983.331543 = -34881.415856
  nChanged 7
		SP:Iteration 4Q (177753.390000 sec): 3 clusters
  Score: Raw -36879.875006 + Penalty 1983.331543 = -34896.543463
  nChanged 5
		SP:Iteration 5Q (177753.610000 sec): 3 clusters
  Score: Raw -36888.055627 + Penalty 1983.331543 = -34904.724084
  nChanged 4
		SP:Iteration 6Q (177753.820000 sec): 3 clusters
  Score: Raw -36896.285351 + Penalty 1983.331543 = -34912.953808
  nChanged 6
		SP:Iteration 7Q (177754.010000 sec): 3 clusters
  Score: Raw -36907.165293 + Penalty 1983.331543 = -34923.833750
  nChanged 2
		SP:Iteration 8Q (177754.200000 sec): 3 clusters
  Score: Raw -36913.654941 + Penalty 1983.331543 = -34930.323398
  nChanged 5
		SP:Iteration 9Q (177754.330000 sec): 3 clusters
  Score: Raw -36925.556337 + Penalty 1983.331543 = -34942.224793
  nChanged 5
		SP:Iteration 10Q (177754.510000 sec): 3 clusters
  Score: Raw -36940.986594 + Penalty 1983.331543 = -34957.655051
  nChanged 6
		SP:Iteration 11Q (177754.680000 sec): 3 clusters
  Score: Raw -36954.662780 + Penalty 1983.331543 = -34971.331236
  nChanged 4
		SP:Iteration 12Q (177754.890000 sec): 3 clusters
  Score: Raw -36963.291884 + Penalty 1983.331543 = -34979.960341
  nChanged 4
		SP:Iteration 13Q (177755.050000 sec): 3 clusters
  Score: Raw -36967.457881 + Penalty 1983.331543 = -34984.126338
  nChanged 3
		SP:Iteration 14Q (177755.240000 sec): 3 clusters
  Score: Raw -36971.939767 + Penalty 1983.331543 = -34988.608224
  nChanged 2
		SP:Iteration 15Q (177755.430000 sec): 3 clusters
  Score: Raw -36977.019024 + Penalty 1983.331543 = -34993.687481
  nChanged 2
		SP:Iteration 16Q (177755.590000 sec): 3 clusters
  Score: Raw -36979.253446 + Penalty 1983.331543 = -34995.921902
  nChanged 0
		SP:Iteration 17F (177755.750000 sec): 3 clusters
  Score: Raw -36979.253446 + Penalty 1983.331543 = -34995.921902
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 75 (7192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177755.920000 sec): 2 clusters
  Score: Raw -631081.105568 + Penalty 1443.117744 = -629637.987824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177756.100000 sec): 3 clusters
  Score: Raw -627165.762905 + Penalty 2886.235487 = -624279.527418
  nChanged 3064
		SP:Iteration 1F (177756.300000 sec): 3 clusters
  Score: Raw -628849.575135 + Penalty 2886.235487 = -625963.339647
  nChanged 473
		SP:Iteration 2F (177756.500000 sec): 3 clusters
  Score: Raw -629090.744015 + Penalty 2886.235487 = -626204.508528
  nChanged 410
		SP:Iteration 3F (177756.710000 sec): 3 clusters
  Score: Raw -629307.626849 + Penalty 2886.235487 = -626421.391362
  nChanged 352
		SP:Iteration 4Q (177756.930000 sec): 3 clusters
  Score: Raw -629512.032636 + Penalty 2886.235487 = -626625.797148
  nChanged 357
		SP:Iteration 5Q (177757.140000 sec): 3 clusters
  Score: Raw -629746.414203 + Penalty 2886.235487 = -626860.178716
  nChanged 353
		SP:Iteration 6Q (177757.350000 sec): 3 clusters
  Score: Raw -629967.040189 + Penalty 2886.235487 = -627080.804701
  nChanged 357
		SP:Iteration 7Q (177757.570000 sec): 3 clusters
  Score: Raw -630214.206798 + Penalty 2886.235487 = -627327.971310
  nChanged 365
		SP:Iteration 8F (177757.760000 sec): 3 clusters
  Score: Raw -630492.468632 + Penalty 2886.235487 = -627606.233145
  nChanged 336
		SP:Iteration 9Q (177757.940000 sec): 3 clusters
  Score: Raw -630754.731314 + Penalty 2886.235487 = -627868.495827
  nChanged 314
		SP:Iteration 10Q (177758.140000 sec): 3 clusters
  Score: Raw -630999.711721 + Penalty 2886.235487 = -628113.476233
  nChanged 248
		SP:Iteration 11Q (177758.420000 sec): 3 clusters
  Score: Raw -631189.189553 + Penalty 2886.235487 = -628302.954066
  nChanged 189
		SP:Iteration 12Q (177758.620000 sec): 3 clusters
  Score: Raw -631299.498339 + Penalty 2886.235487 = -628413.262852
  nChanged 119
		SP:Iteration 13Q (177758.800000 sec): 3 clusters
  Score: Raw -631359.805098 + Penalty 2886.235487 = -628473.569611
  nChanged 93
		SP:Iteration 14Q (177759.010000 sec): 3 clusters
  Score: Raw -631402.103372 + Penalty 2886.235487 = -628515.867885
  nChanged 63
		SP:Iteration 15Q (177759.230000 sec): 3 clusters
  Score: Raw -631431.687939 + Penalty 2886.235487 = -628545.452452
  nChanged 65
		SP:Iteration 16Q (177759.410000 sec): 3 clusters
  Score: Raw -631455.648945 + Penalty 2886.235487 = -628569.413458
  nChanged 52
		SP:Iteration 17Q (177759.650000 sec): 3 clusters
  Score: Raw -631470.154639 + Penalty 2886.235487 = -628583.919152
  nChanged 36
		SP:Iteration 18Q (177759.880000 sec): 3 clusters
  Score: Raw -631478.636298 + Penalty 2886.235487 = -628592.400811
  nChanged 27
		SP:Iteration 19Q (177760.070000 sec): 3 clusters
  Score: Raw -631483.921402 + Penalty 2886.235487 = -628597.685914
  nChanged 16
		SP:Iteration 20F (177760.290000 sec): 3 clusters
  Score: Raw -631486.680827 + Penalty 2886.235487 = -628600.445340
  nChanged 12
		SP:Iteration 21Q (177760.530000 sec): 3 clusters
  Score: Raw -631488.324637 + Penalty 2886.235487 = -628602.089149
  nChanged 6
		SP:Iteration 22Q (177760.710000 sec): 3 clusters
  Score: Raw -631489.154526 + Penalty 2886.235487 = -628602.919038
  nChanged 4
		SP:Iteration 23Q (177760.970000 sec): 3 clusters
  Score: Raw -631489.616097 + Penalty 2886.235487 = -628603.380610
  nChanged 4
		SP:Iteration 24Q (177761.140000 sec): 3 clusters
  Score: Raw -631490.180682 + Penalty 2886.235487 = -628603.945195
  nChanged 0
		SP:Iteration 25F (177761.420000 sec): 3 clusters
  Score: Raw -631490.180682 + Penalty 2886.235487 = -628603.945195
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 76 (524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177761.510000 sec): 2 clusters
  Score: Raw -43314.941122 + Penalty 1017.492399 = -42297.448723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177761.710000 sec): 3 clusters
  Score: Raw -43214.998992 + Penalty 2034.984797 = -41180.014195
  nChanged 122
		SP:Iteration 1F (177761.850000 sec): 3 clusters
  Score: Raw -43395.762046 + Penalty 2034.984797 = -41360.777249
  nChanged 28
		SP:Iteration 2F (177762.030000 sec): 3 clusters
  Score: Raw -43447.548592 + Penalty 2034.984797 = -41412.563795
  nChanged 10
		SP:Iteration 3Q (177762.190000 sec): 3 clusters
  Score: Raw -43466.773987 + Penalty 2034.984797 = -41431.789190
  nChanged 6
		SP:Iteration 4Q (177762.360000 sec): 3 clusters
  Score: Raw -43476.191756 + Penalty 2034.984797 = -41441.206959
  nChanged 2
		SP:Iteration 5Q (177762.570000 sec): 3 clusters
  Score: Raw -43477.556915 + Penalty 2034.984797 = -41442.572118
  nChanged 1
		SP:Iteration 6Q (177762.780000 sec): 3 clusters
  Score: Raw -43479.155781 + Penalty 2034.984797 = -41444.170984
  nChanged 0
		SP:Iteration 7F (177762.980000 sec): 3 clusters
  Score: Raw -43479.155781 + Penalty 2034.984797 = -41444.170984
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 77 (4774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177763.060000 sec): 2 clusters
  Score: Raw -379445.535408 + Penalty 1376.527719 = -378069.007689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177763.270000 sec): 3 clusters
  Score: Raw -376978.994744 + Penalty 2753.055437 = -374225.939306
  nChanged 1900
		SP:Iteration 1F (177763.490000 sec): 3 clusters
  Score: Raw -378158.527523 + Penalty 2753.055437 = -375405.472086
  nChanged 403
		SP:Iteration 2F (177763.690000 sec): 3 clusters
  Score: Raw -378455.370249 + Penalty 2753.055437 = -375702.314812
  nChanged 311
		SP:Iteration 3F (177763.910000 sec): 3 clusters
  Score: Raw -378689.760901 + Penalty 2753.055437 = -375936.705463
  nChanged 247
		SP:Iteration 4F (177764.090000 sec): 3 clusters
  Score: Raw -378860.549797 + Penalty 2753.055437 = -376107.494360
  nChanged 219
		SP:Iteration 5Q (177764.270000 sec): 3 clusters
  Score: Raw -379002.749732 + Penalty 2753.055437 = -376249.694295
  nChanged 176
		SP:Iteration 6Q (177764.520000 sec): 3 clusters
  Score: Raw -379117.498183 + Penalty 2753.055437 = -376364.442745
  nChanged 157
		SP:Iteration 7Q (177764.690000 sec): 3 clusters
  Score: Raw -379214.452707 + Penalty 2753.055437 = -376461.397270
  nChanged 149
		SP:Iteration 8Q (177764.850000 sec): 3 clusters
  Score: Raw -379316.246595 + Penalty 2753.055437 = -376563.191158
  nChanged 144
		SP:Iteration 9Q (177765.010000 sec): 3 clusters
  Score: Raw -379409.901690 + Penalty 2753.055437 = -376656.846252
  nChanged 139
		SP:Iteration 10Q (177765.220000 sec): 3 clusters
  Score: Raw -379499.851869 + Penalty 2753.055437 = -376746.796431
  nChanged 109
		SP:Iteration 11Q (177765.410000 sec): 3 clusters
  Score: Raw -379570.748464 + Penalty 2753.055437 = -376817.693027
  nChanged 105
		SP:Iteration 12Q (177765.580000 sec): 3 clusters
  Score: Raw -379629.595670 + Penalty 2753.055437 = -376876.540233
  nChanged 81
		SP:Iteration 13Q (177765.830000 sec): 3 clusters
  Score: Raw -379667.155020 + Penalty 2753.055437 = -376914.099583
  nChanged 75
		SP:Iteration 14Q (177766.030000 sec): 3 clusters
  Score: Raw -379696.256665 + Penalty 2753.055437 = -376943.201228
  nChanged 45
		SP:Iteration 15Q (177766.250000 sec): 3 clusters
  Score: Raw -379711.746026 + Penalty 2753.055437 = -376958.690589
  nChanged 35
		SP:Iteration 16Q (177766.410000 sec): 3 clusters
  Score: Raw -379720.736391 + Penalty 2753.055437 = -376967.680954
  nChanged 31
		SP:Iteration 17Q (177766.650000 sec): 3 clusters
  Score: Raw -379731.230465 + Penalty 2753.055437 = -376978.175028
  nChanged 32
		SP:Iteration 18Q (177766.800000 sec): 3 clusters
  Score: Raw -379741.879724 + Penalty 2753.055437 = -376988.824286
  nChanged 26
		SP:Iteration 19Q (177767.010000 sec): 3 clusters
  Score: Raw -379750.331185 + Penalty 2753.055437 = -376997.275748
  nChanged 23
		SP:Iteration 20F (177767.200000 sec): 3 clusters
  Score: Raw -379757.079007 + Penalty 2753.055437 = -377004.023569
  nChanged 23
		SP:Iteration 21Q (177767.400000 sec): 3 clusters
  Score: Raw -379765.307331 + Penalty 2753.055437 = -377012.251893
  nChanged 20
		SP:Iteration 22Q (177767.570000 sec): 3 clusters
  Score: Raw -379770.649423 + Penalty 2753.055437 = -377017.593986
  nChanged 21
		SP:Iteration 23Q (177767.780000 sec): 3 clusters
  Score: Raw -379776.450275 + Penalty 2753.055437 = -377023.394838
  nChanged 20
		SP:Iteration 24Q (177767.930000 sec): 3 clusters
  Score: Raw -379783.149115 + Penalty 2753.055437 = -377030.093678
  nChanged 22
		SP:Iteration 25Q (177768.110000 sec): 3 clusters
  Score: Raw -379788.256983 + Penalty 2753.055437 = -377035.201545
  nChanged 20
		SP:Iteration 26Q (177768.290000 sec): 3 clusters
  Score: Raw -379792.966246 + Penalty 2753.055437 = -377039.910809
  nChanged 13
		SP:Iteration 27Q (177768.450000 sec): 3 clusters
  Score: Raw -379796.423194 + Penalty 2753.055437 = -377043.367757
  nChanged 15
		SP:Iteration 28Q (177768.690000 sec): 3 clusters
  Score: Raw -379800.944764 + Penalty 2753.055437 = -377047.889326
  nChanged 21
		SP:Iteration 29Q (177768.900000 sec): 3 clusters
  Score: Raw -379805.374312 + Penalty 2753.055437 = -377052.318874
  nChanged 9
		SP:Iteration 30Q (177769.090000 sec): 3 clusters
  Score: Raw -379807.826242 + Penalty 2753.055437 = -377054.770805
  nChanged 8
		SP:Iteration 31Q (177769.260000 sec): 3 clusters
  Score: Raw -379809.469049 + Penalty 2753.055437 = -377056.413612
  nChanged 3
		SP:Iteration 32Q (177769.470000 sec): 3 clusters
  Score: Raw -379810.105472 + Penalty 2753.055437 = -377057.050035
  nChanged 3
		SP:Iteration 33Q (177769.670000 sec): 3 clusters
  Score: Raw -379810.857963 + Penalty 2753.055437 = -377057.802526
  nChanged 5
		SP:Iteration 34Q (177769.880000 sec): 3 clusters
  Score: Raw -379811.624322 + Penalty 2753.055437 = -377058.568884
  nChanged 3
		SP:Iteration 35Q (177770.100000 sec): 3 clusters
  Score: Raw -379812.253638 + Penalty 2753.055437 = -377059.198201
  nChanged 4
		SP:Iteration 36Q (177770.320000 sec): 3 clusters
  Score: Raw -379813.457348 + Penalty 2753.055437 = -377060.401911
  nChanged 5
		SP:Iteration 37Q (177770.490000 sec): 3 clusters
  Score: Raw -379814.823775 + Penalty 2753.055437 = -377061.768338
  nChanged 6
		SP:Iteration 38Q (177770.690000 sec): 3 clusters
  Score: Raw -379816.220593 + Penalty 2753.055437 = -377063.165156
  nChanged 7
		SP:Iteration 39Q (177770.870000 sec): 3 clusters
  Score: Raw -379817.781311 + Penalty 2753.055437 = -377064.725873
  nChanged 6
		SP:Iteration 40F (177771.060000 sec): 3 clusters
  Score: Raw -379819.589783 + Penalty 2753.055437 = -377066.534346
  nChanged 10
		SP:Iteration 41Q (177771.280000 sec): 3 clusters
  Score: Raw -379822.026215 + Penalty 2753.055437 = -377068.970778
  nChanged 5
		SP:Iteration 42Q (177771.460000 sec): 3 clusters
  Score: Raw -379822.978366 + Penalty 2753.055437 = -377069.922929
  nChanged 3
		SP:Iteration 43Q (177771.710000 sec): 3 clusters
  Score: Raw -379823.396824 + Penalty 2753.055437 = -377070.341386
  nChanged 3
		SP:Iteration 44Q (177771.860000 sec): 3 clusters
  Score: Raw -379823.855953 + Penalty 2753.055437 = -377070.800516
  nChanged 2
		SP:Iteration 45Q (177772.090000 sec): 3 clusters
  Score: Raw -379824.303188 + Penalty 2753.055437 = -377071.247750
  nChanged 3
		SP:Iteration 46Q (177772.290000 sec): 3 clusters
  Score: Raw -379824.832672 + Penalty 2753.055437 = -377071.777235
  nChanged 5
		SP:Iteration 47Q (177772.510000 sec): 3 clusters
  Score: Raw -379825.651382 + Penalty 2753.055437 = -377072.595945
  nChanged 2
		SP:Iteration 48Q (177772.740000 sec): 3 clusters
  Score: Raw -379825.920182 + Penalty 2753.055437 = -377072.864745
  nChanged 1
		SP:Iteration 49Q (177772.940000 sec): 3 clusters
  Score: Raw -379826.154091 + Penalty 2753.055437 = -377073.098654
  nChanged 0
		SP:Iteration 50F (177773.140000 sec): 3 clusters
  Score: Raw -379826.154091 + Penalty 2753.055437 = -377073.098654
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 78 (442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177773.260000 sec): 2 clusters
  Score: Raw -36880.723705 + Penalty 989.837856 = -35890.885849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177773.450000 sec): 3 clusters
  Score: Raw -36838.234871 + Penalty 1979.675712 = -34858.559159
  nChanged 114
		SP:Iteration 1F (177773.690000 sec): 3 clusters
  Score: Raw -37008.604930 + Penalty 1979.675712 = -35028.929218
  nChanged 17
		SP:Iteration 2Q (177773.900000 sec): 3 clusters
  Score: Raw -37045.099975 + Penalty 1979.675712 = -35065.424263
  nChanged 12
		SP:Iteration 3Q (177774.080000 sec): 3 clusters
  Score: Raw -37073.471779 + Penalty 1979.675712 = -35093.796067
  nChanged 3
		SP:Iteration 4Q (177774.300000 sec): 3 clusters
  Score: Raw -37082.423751 + Penalty 1979.675712 = -35102.748040
  nChanged 6
		SP:Iteration 5Q (177774.520000 sec): 3 clusters
  Score: Raw -37094.022144 + Penalty 1979.675712 = -35114.346433
  nChanged 4
		SP:Iteration 6Q (177774.710000 sec): 3 clusters
  Score: Raw -37102.237470 + Penalty 1979.675712 = -35122.561758
  nChanged 4
		SP:Iteration 7Q (177774.950000 sec): 3 clusters
  Score: Raw -37113.431535 + Penalty 1979.675712 = -35133.755823
  nChanged 4
		SP:Iteration 8Q (177775.140000 sec): 3 clusters
  Score: Raw -37120.490631 + Penalty 1979.675712 = -35140.814920
  nChanged 3
		SP:Iteration 9Q (177775.330000 sec): 3 clusters
  Score: Raw -37126.883876 + Penalty 1979.675712 = -35147.208164
  nChanged 0
		SP:Iteration 10F (177775.560000 sec): 3 clusters
  Score: Raw -37126.883876 + Penalty 1979.675712 = -35147.208164
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 79 (3527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177775.630000 sec): 2 clusters
  Score: Raw -296098.748801 + Penalty 1327.332976 = -294771.415825
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177775.870000 sec): 3 clusters
  Score: Raw -294352.422037 + Penalty 2654.665952 = -291697.756084
  nChanged 1386
		SP:Iteration 1F (177776.080000 sec): 3 clusters
  Score: Raw -295175.107567 + Penalty 2654.665952 = -292520.441615
  nChanged 296
		SP:Iteration 2F (177776.280000 sec): 3 clusters
  Score: Raw -295365.526127 + Penalty 2654.665952 = -292710.860175
  nChanged 201
		SP:Iteration 3F (177776.460000 sec): 3 clusters
  Score: Raw -295500.587070 + Penalty 2654.665952 = -292845.921118
  nChanged 190
		SP:Iteration 4F (177776.680000 sec): 3 clusters
  Score: Raw -295652.102951 + Penalty 2654.665952 = -292997.436999
  nChanged 201
		SP:Iteration 5F (177776.930000 sec): 3 clusters
  Score: Raw -295812.539289 + Penalty 2654.665952 = -293157.873336
  nChanged 177
		SP:Iteration 6F (177777.120000 sec): 3 clusters
  Score: Raw -295960.993378 + Penalty 2654.665952 = -293306.327426
  nChanged 162
		SP:Iteration 7Q (177777.300000 sec): 3 clusters
  Score: Raw -296097.702036 + Penalty 2654.665952 = -293443.036084
  nChanged 154
		SP:Iteration 8Q (177777.490000 sec): 3 clusters
  Score: Raw -296215.714674 + Penalty 2654.665952 = -293561.048722
  nChanged 116
		SP:Iteration 9Q (177777.670000 sec): 3 clusters
  Score: Raw -296296.898510 + Penalty 2654.665952 = -293642.232558
  nChanged 78
		SP:Iteration 10Q (177777.860000 sec): 3 clusters
  Score: Raw -296354.461705 + Penalty 2654.665952 = -293699.795753
  nChanged 56
		SP:Iteration 11Q (177778.090000 sec): 3 clusters
  Score: Raw -296386.082028 + Penalty 2654.665952 = -293731.416076
  nChanged 45
		SP:Iteration 12Q (177778.220000 sec): 3 clusters
  Score: Raw -296417.185027 + Penalty 2654.665952 = -293762.519075
  nChanged 33
		SP:Iteration 13Q (177778.410000 sec): 3 clusters
  Score: Raw -296433.168388 + Penalty 2654.665952 = -293778.502436
  nChanged 22
		SP:Iteration 14Q (177778.600000 sec): 3 clusters
  Score: Raw -296445.594564 + Penalty 2654.665952 = -293790.928612
  nChanged 21
		SP:Iteration 15Q (177778.790000 sec): 3 clusters
  Score: Raw -296453.725787 + Penalty 2654.665952 = -293799.059835
  nChanged 11
		SP:Iteration 16Q (177778.930000 sec): 3 clusters
  Score: Raw -296457.935155 + Penalty 2654.665952 = -293803.269203
  nChanged 11
		SP:Iteration 17Q (177779.100000 sec): 3 clusters
  Score: Raw -296461.694274 + Penalty 2654.665952 = -293807.028321
  nChanged 8
		SP:Iteration 18Q (177779.300000 sec): 3 clusters
  Score: Raw -296463.793304 + Penalty 2654.665952 = -293809.127352
  nChanged 8
		SP:Iteration 19Q (177779.520000 sec): 3 clusters
  Score: Raw -296466.330602 + Penalty 2654.665952 = -293811.664650
  nChanged 4
		SP:Iteration 20F (177779.660000 sec): 3 clusters
  Score: Raw -296468.004360 + Penalty 2654.665952 = -293813.338407
  nChanged 3
		SP:Iteration 21Q (177779.860000 sec): 3 clusters
  Score: Raw -296468.910223 + Penalty 2654.665952 = -293814.244271
  nChanged 2
		SP:Iteration 22Q (177780.060000 sec): 3 clusters
  Score: Raw -296469.736651 + Penalty 2654.665952 = -293815.070698
  nChanged 2
		SP:Iteration 23Q (177780.220000 sec): 3 clusters
  Score: Raw -296470.816454 + Penalty 2654.665952 = -293816.150502
  nChanged 2
		SP:Iteration 24Q (177780.420000 sec): 3 clusters
  Score: Raw -296471.547457 + Penalty 2654.665952 = -293816.881505
  nChanged 3
		SP:Iteration 25Q (177780.620000 sec): 3 clusters
  Score: Raw -296472.901756 + Penalty 2654.665952 = -293818.235804
  nChanged 5
		SP:Iteration 26Q (177780.820000 sec): 3 clusters
  Score: Raw -296475.577549 + Penalty 2654.665952 = -293820.911597
  nChanged 8
		SP:Iteration 27Q (177780.990000 sec): 3 clusters
  Score: Raw -296477.663144 + Penalty 2654.665952 = -293822.997191
  nChanged 4
		SP:Iteration 28Q (177781.180000 sec): 3 clusters
  Score: Raw -296480.140172 + Penalty 2654.665952 = -293825.474220
  nChanged 4
		SP:Iteration 29Q (177781.320000 sec): 3 clusters
  Score: Raw -296481.528932 + Penalty 2654.665952 = -293826.862980
  nChanged 6
		SP:Iteration 30Q (177781.510000 sec): 3 clusters
  Score: Raw -296483.036721 + Penalty 2654.665952 = -293828.370768
  nChanged 5
		SP:Iteration 31Q (177781.750000 sec): 3 clusters
  Score: Raw -296484.890568 + Penalty 2654.665952 = -293830.224616
  nChanged 7
		SP:Iteration 32Q (177781.910000 sec): 3 clusters
  Score: Raw -296489.352396 + Penalty 2654.665952 = -293834.686444
  nChanged 15
		SP:Iteration 33Q (177782.110000 sec): 3 clusters
  Score: Raw -296498.478863 + Penalty 2654.665952 = -293843.812911
  nChanged 12
		SP:Iteration 34Q (177782.300000 sec): 3 clusters
  Score: Raw -296508.837927 + Penalty 2654.665952 = -293854.171975
  nChanged 22
		SP:Iteration 35Q (177782.470000 sec): 3 clusters
  Score: Raw -296523.333908 + Penalty 2654.665952 = -293868.667956
  nChanged 27
		SP:Iteration 36Q (177782.620000 sec): 3 clusters
  Score: Raw -296545.100386 + Penalty 2654.665952 = -293890.434434
  nChanged 32
		SP:Iteration 37Q (177782.820000 sec): 3 clusters
  Score: Raw -296565.475088 + Penalty 2654.665952 = -293910.809136
  nChanged 27
		SP:Iteration 38Q (177783.020000 sec): 3 clusters
  Score: Raw -296579.910632 + Penalty 2654.665952 = -293925.244680
  nChanged 27
		SP:Iteration 39Q (177783.170000 sec): 3 clusters
  Score: Raw -296590.906221 + Penalty 2654.665952 = -293936.240269
  nChanged 18
		SP:Iteration 40F (177783.360000 sec): 3 clusters
  Score: Raw -296600.687692 + Penalty 2654.665952 = -293946.021740
  nChanged 24
		SP:Iteration 41Q (177783.520000 sec): 3 clusters
  Score: Raw -296613.491137 + Penalty 2654.665952 = -293958.825184
  nChanged 28
		SP:Iteration 42Q (177783.740000 sec): 3 clusters
  Score: Raw -296626.969475 + Penalty 2654.665952 = -293972.303523
  nChanged 24
		SP:Iteration 43Q (177783.950000 sec): 3 clusters
  Score: Raw -296640.375370 + Penalty 2654.665952 = -293985.709418
  nChanged 11
		SP:Iteration 44Q (177784.130000 sec): 3 clusters
  Score: Raw -296645.470135 + Penalty 2654.665952 = -293990.804183
  nChanged 12
		SP:Iteration 45Q (177784.310000 sec): 3 clusters
  Score: Raw -296649.912307 + Penalty 2654.665952 = -293995.246354
  nChanged 10
		SP:Iteration 46Q (177784.480000 sec): 3 clusters
  Score: Raw -296654.864714 + Penalty 2654.665952 = -294000.198762
  nChanged 11
		SP:Iteration 47Q (177784.640000 sec): 3 clusters
  Score: Raw -296661.273428 + Penalty 2654.665952 = -294006.607476
  nChanged 7
		SP:Iteration 48Q (177784.840000 sec): 3 clusters
  Score: Raw -296663.659139 + Penalty 2654.665952 = -294008.993187
  nChanged 4
		SP:Iteration 49Q (177785.010000 sec): 3 clusters
  Score: Raw -296665.596285 + Penalty 2654.665952 = -294010.930332
  nChanged 3
		SP:Iteration 50Q (177785.220000 sec): 3 clusters
  Score: Raw -296666.517406 + Penalty 2654.665952 = -294011.851454
  nChanged 2
		SP:Iteration 51Q (177785.410000 sec): 3 clusters
  Score: Raw -296667.508228 + Penalty 2654.665952 = -294012.842276
  nChanged 3
		SP:Iteration 52Q (177785.600000 sec): 3 clusters
  Score: Raw -296668.326497 + Penalty 2654.665952 = -294013.660545
  nChanged 2
		SP:Iteration 53Q (177785.790000 sec): 3 clusters
  Score: Raw -296669.306560 + Penalty 2654.665952 = -294014.640607
  nChanged 2
		SP:Iteration 54Q (177785.970000 sec): 3 clusters
  Score: Raw -296670.215081 + Penalty 2654.665952 = -294015.549129
  nChanged 1
		SP:Iteration 55Q (177786.180000 sec): 3 clusters
  Score: Raw -296670.354478 + Penalty 2654.665952 = -294015.688526
  nChanged 0
		SP:Iteration 56F (177786.360000 sec): 3 clusters
  Score: Raw -296670.354478 + Penalty 2654.665952 = -294015.688526
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 80 (5383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (177786.450000 sec): 2 clusters
  Score: Raw -459595.033281 + Penalty 1396.037682 = -458198.995600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (177786.640000 sec): 3 clusters
  Score: Raw -456759.595241 + Penalty 2792.075364 = -453967.519877
  nChanged 2218
		SP:Iteration 1F (177786.820000 sec): 3 clusters
  Score: Raw -457983.584916 + Penalty 2792.075364 = -455191.509553
  nChanged 346
		SP:Iteration 2F (177787.040000 sec): 3 clusters
  Score: Raw -458152.626058 + Penalty 2792.075364 = -455360.550694
  nChanged 263
		SP:Iteration 3Q (177787.260000 sec): 3 clusters
  Score: Raw -458295.039378 + Penalty 2792.075364 = -455502.964014
  nChanged 239
		SP:Iteration 4Q (177787.420000 sec): 3 clusters
  Score: Raw -458432.977544 + Penalty 2792.075364 = -455640.902181
  nChanged 240
		SP:Iteration 5Q (177787.620000 sec): 3 clusters
  Score: Raw -458567.199185 + Penalty 2792.075364 = -455775.123821
  nChanged 217
		SP:Iteration 6Q (177787.820000 sec): 3 clusters
  Score: Raw -458692.386378 + Penalty 2792.075364 = -455900.311014
  nChanged 192
		SP:Iteration 7Q (177787.990000 sec): 3 clusters
  Score: Raw -458804.203343 + Penalty 2792.075364 = -456012.127980
  nChanged 188
		SP:Iteration 8Q (177788.200000 sec): 3 clusters
  Score: Raw -458926.360217 + Penalty 2792.075364 = -456134.284853
  nChanged 200
		SP:Iteration 9Q (177788.450000 sec): 3 clusters
  Score: Raw -459064.784970 + Penalty 2792.075364 = -456272.709607
  nChanged 178
		SP:Iteration 10Q (177788.640000 sec): 3 clusters
  Score: Raw -459184.534016 + Penalty 2792.075364 = -456392.458653
  nChanged 155
		SP:Iteration 11Q (177788.860000 sec): 3 clusters
  Score: Raw -459301.329950 + Penalty 2792.075364 = -456509.254586
  nChanged 129
		SP:Iteration 12Q (177789.080000 sec): 3 clusters
  Score: Raw -459414.699271 + Penalty 2792.075364 = -456622.623907
  nChanged 104
		SP:Iteration 13Q (177789.290000 sec): 3 clusters
  Score: Raw -459508.838778 + Penalty 2792.075364 = -456716.763414
  nChanged 76
		SP:Iteration 14Q (177789.460000 sec): 3 clusters
  Score: Raw -459565.058013 + Penalty 2792.075364 = -456772.982649
  nChanged 45
		SP:Iteration 15Q (177789.670000 sec): 3 clusters
  Score: Raw -459603.749006 + Penalty 2792.075364 = -456811.673642
  nChanged 34
		SP:Iteration 16Q (177789.870000 sec): 3 clusters
  Score: Raw -459636.393287 + Penalty 2792.075364 = -456844.317923
  nChanged 23
		SP:Iteration 17Q (177790.090000 sec): 3 clusters
  Score: Raw -459663.283761 + Penalty 2792.075364 = -456871.208397
  nChanged 15
		SP:Iteration 18Q (177790.340000 sec): 3 clusters
  Score: Raw -459676.630255 + Penalty 2792.075364 = -456884.554892
  nChanged 11
		SP:Iteration 19Q (177790.540000 sec): 3 clusters
  Score: Raw -459686.490406 + Penalty 2792.075364 = -456894.415042
  nChanged 7
		SP:Iteration 20F (177790.760000 sec): 3 clusters
  Score: Raw -459695.819980 + Penalty 2792.075364 = -456903.744617
  nChanged 13
		SP:Iteration 21Q (177790.920000 sec): 3 clusters
  Score: Raw -459705.882438 + Penalty 2792.075364 = -456913.807074
  nChanged 8
		SP:Iteration 22Q (177791.130000 sec): 3 clusters
  Score: Raw -459713.942649 + Penalty 2792.075364 = -456921.867286
  nChanged 5
		SP:Iteration 23Q (177791.340000 sec): 3 clusters
  Score: Raw -459716.671806 + Penalty 2792.075364 = -456924.596443
  nChanged 5
		SP:Iteration 24Q (177791.540000 sec): 3 clusters
  Score: Raw -459719.347157 + Penalty 2792.075364 = -456927.271794
  nChanged 3
		SP:Iteration 25Q (177791.740000 sec): 3 clusters
  Score: Raw -459722.364691 + Penalty 2792.075364 = -456930.289328
  nChanged 2
		SP:Iteration 26Q (177791.910000 sec): 3 clusters
  Score: Raw -459723.697085 + Penalty 2792.075364 = -456931.621721
  nChanged 0
		SP:Iteration 27F (177792.140000 sec): 3 clusters
  Score: Raw -459723.697085 + Penalty 2792.075364 = -456931.621721
  nChanged 0
Iteration 299Q (177915.540000 sec): 82 clusters
  Score: Raw -122384921.281524 + Penalty 186982.066281 = -122197939.215244
  nChanged 616
Iteration 300F (178118.410000 sec): 82 clusters
  Score: Raw -122385158.603105 + Penalty 186982.066281 = -122198176.536824
  nChanged 530
Iteration 301Q (178245.160000 sec): 82 clusters
  Score: Raw -122385274.901085 + Penalty 186982.066281 = -122198292.834805
  nChanged 417
Iteration 302Q (178407.090000 sec): 82 clusters
  Score: Raw -122385333.747135 + Penalty 186982.066281 = -122198351.680854
  nChanged 361
Iteration 303Q (178523.370000 sec): 82 clusters
  Score: Raw -122385374.105039 + Penalty 186982.066281 = -122198392.038759
  nChanged 283
Iteration 304Q (178640.370000 sec): 82 clusters
  Score: Raw -122385402.213343 + Penalty 186982.066281 = -122198420.147063
  nChanged 271
Iteration 305Q (178763.420000 sec): 82 clusters
  Score: Raw -122385431.085977 + Penalty 186982.066281 = -122198449.019697
  nChanged 256
Iteration 306Q (178866.980000 sec): 82 clusters
  Score: Raw -122385456.746258 + Penalty 186982.066281 = -122198474.679977
  nChanged 266
Iteration 307Q (178979.360000 sec): 82 clusters
  Score: Raw -122385481.996402 + Penalty 186982.066281 = -122198499.930122
  nChanged 245
Iteration 308Q (179093.290000 sec): 82 clusters
  Score: Raw -122385503.098103 + Penalty 186982.066281 = -122198521.031823
  nChanged 228
Iteration 309Q (179206.160000 sec): 82 clusters
  Score: Raw -122385520.174260 + Penalty 186982.066281 = -122198538.107980
  nChanged 229
Iteration 310Q (179326.010000 sec): 82 clusters
  Score: Raw -122385536.952052 + Penalty 186982.066281 = -122198554.885772
  nChanged 209
Iteration 311Q (179440.260000 sec): 82 clusters
  Score: Raw -122385551.076130 + Penalty 186982.066281 = -122198569.009850
  nChanged 213
Iteration 312Q (179560.620000 sec): 82 clusters
  Score: Raw -122385564.149530 + Penalty 186982.066281 = -122198582.083249
  nChanged 212
Iteration 313Q (179679.910000 sec): 82 clusters
  Score: Raw -122385575.784596 + Penalty 186982.066281 = -122198593.718316
  nChanged 192
Iteration 314Q (179797.990000 sec): 82 clusters
  Score: Raw -122385585.640923 + Penalty 186982.066281 = -122198603.574642
  nChanged 164
Iteration 315Q (179914.830000 sec): 82 clusters
  Score: Raw -122385594.740612 + Penalty 186982.066281 = -122198612.674331
  nChanged 182
Iteration 316Q (180025.000000 sec): 82 clusters
  Score: Raw -122385604.554604 + Penalty 186982.066281 = -122198622.488323
  nChanged 170
Iteration 317Q (180142.560000 sec): 82 clusters
  Score: Raw -122385613.892683 + Penalty 186982.066281 = -122198631.826402
  nChanged 147
Iteration 318Q (180259.870000 sec): 82 clusters
  Score: Raw -122385621.770625 + Penalty 186982.066281 = -122198639.704345
  nChanged 140
Iteration 319Q (180376.800000 sec): 82 clusters
  Score: Raw -122385628.562847 + Penalty 186982.066281 = -122198646.496566
  nChanged 136
Iteration 320F (180577.140000 sec): 82 clusters
  Score: Raw -122385636.271387 + Penalty 186982.066281 = -122198654.205107
  nChanged 145
Iteration 321Q (180697.420000 sec): 82 clusters
  Score: Raw -122385645.322538 + Penalty 186982.066281 = -122198663.256257
  nChanged 124
Iteration 322Q (180801.810000 sec): 82 clusters
  Score: Raw -122385654.035196 + Penalty 186982.066281 = -122198671.968915
  nChanged 130
Iteration 323Q (180916.680000 sec): 82 clusters
  Score: Raw -122385661.059361 + Penalty 186982.066281 = -122198678.993081
  nChanged 87
Iteration 324Q (181031.320000 sec): 82 clusters
  Score: Raw -122385664.658414 + Penalty 186982.066281 = -122198682.592134
  nChanged 88
Iteration 325Q (181146.780000 sec): 82 clusters
  Score: Raw -122385668.334126 + Penalty 186982.066281 = -122198686.267846
  nChanged 91
Iteration 326Q (181260.150000 sec): 82 clusters
  Score: Raw -122385672.208701 + Penalty 186982.066281 = -122198690.142421
  nChanged 87
Iteration 327Q (181368.690000 sec): 82 clusters
  Score: Raw -122385675.719737 + Penalty 186982.066281 = -122198693.653457
  nChanged 81
Iteration 328Q (181482.820000 sec): 82 clusters
  Score: Raw -122385679.240117 + Penalty 186982.066281 = -122198697.173836
  nChanged 74
Iteration 329Q (181598.310000 sec): 82 clusters
  Score: Raw -122385682.545196 + Penalty 186982.066281 = -122198700.478915
  nChanged 73
Iteration 330Q (181716.740000 sec): 82 clusters
  Score: Raw -122385685.616901 + Penalty 186982.066281 = -122198703.550621
  nChanged 68
Iteration 331Q (181831.520000 sec): 82 clusters
  Score: Raw -122385687.842667 + Penalty 186982.066281 = -122198705.776386
  nChanged 55
Iteration 332Q (181944.200000 sec): 82 clusters
  Score: Raw -122385690.085198 + Penalty 186982.066281 = -122198708.018917
  nChanged 60
Iteration 333Q (182059.800000 sec): 82 clusters
  Score: Raw -122385692.938963 + Penalty 186982.066281 = -122198710.872683
  nChanged 59
Iteration 334Q (182166.400000 sec): 82 clusters
  Score: Raw -122385695.210932 + Penalty 186982.066281 = -122198713.144652
  nChanged 51
Iteration 335Q (182276.950000 sec): 82 clusters
  Score: Raw -122385697.342354 + Penalty 186982.066281 = -122198715.276074
  nChanged 48
Iteration 336Q (182390.200000 sec): 82 clusters
  Score: Raw -122385699.607469 + Penalty 186982.066281 = -122198717.541189
  nChanged 56
Iteration 337Q (182506.360000 sec): 82 clusters
  Score: Raw -122385702.231744 + Penalty 186982.066281 = -122198720.165463
  nChanged 57
Iteration 338Q (182621.450000 sec): 82 clusters
  Score: Raw -122385704.818388 + Penalty 186982.066281 = -122198722.752107
  nChanged 52
Writing temp clu file 
Because OldScore, -122198720.165463, is greater than current (better) Score,-122198722.752107 
 Compute initial score before splitting:   Score: Raw -122385704.818388 + Penalty 186982.066281 = -122198722.752107
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 1 (43457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182622.230000 sec): 2 clusters
  Score: Raw -3827723.670021 + Penalty 1735.423174 = -3825988.246847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182622.610000 sec): 3 clusters
  Score: Raw -3800282.178203 + Penalty 3470.846347 = -3796811.331855
  nChanged 20407
		SP:Iteration 1F (182622.990000 sec): 3 clusters
  Score: Raw -3811900.213093 + Penalty 3470.846347 = -3808429.366746
  nChanged 1854
		SP:Iteration 2Q (182623.370000 sec): 3 clusters
  Score: Raw -3812590.133448 + Penalty 3470.846347 = -3809119.287101
  nChanged 2007
		SP:Iteration 3Q (182623.780000 sec): 3 clusters
  Score: Raw -3813470.969854 + Penalty 3470.846347 = -3810000.123507
  nChanged 2226
		SP:Iteration 4F (182624.130000 sec): 3 clusters
  Score: Raw -3814682.479955 + Penalty 3470.846347 = -3811211.633608
  nChanged 2505
		SP:Iteration 5F (182624.540000 sec): 3 clusters
  Score: Raw -3816288.570017 + Penalty 3470.846347 = -3812817.723670
  nChanged 2742
		SP:Iteration 6F (182624.910000 sec): 3 clusters
  Score: Raw -3818305.070546 + Penalty 3470.846347 = -3814834.224199
  nChanged 2809
		SP:Iteration 7F (182625.310000 sec): 3 clusters
  Score: Raw -3820561.239483 + Penalty 3470.846347 = -3817090.393135
  nChanged 2633
		SP:Iteration 8F (182625.690000 sec): 3 clusters
  Score: Raw -3822693.658541 + Penalty 3470.846347 = -3819222.812194
  nChanged 2178
		SP:Iteration 9F (182626.060000 sec): 3 clusters
  Score: Raw -3824420.470673 + Penalty 3470.846347 = -3820949.624326
  nChanged 1632
		SP:Iteration 10Q (182626.480000 sec): 3 clusters
  Score: Raw -3825649.370730 + Penalty 3470.846347 = -3822178.524383
  nChanged 1137
		SP:Iteration 11Q (182626.890000 sec): 3 clusters
  Score: Raw -3826495.324551 + Penalty 3470.846347 = -3823024.478204
  nChanged 797
		SP:Iteration 12Q (182627.260000 sec): 3 clusters
  Score: Raw -3827047.889136 + Penalty 3470.846347 = -3823577.042788
  nChanged 546
		SP:Iteration 13Q (182627.640000 sec): 3 clusters
  Score: Raw -3827416.836574 + Penalty 3470.846347 = -3823945.990227
  nChanged 340
		SP:Iteration 14Q (182628.050000 sec): 3 clusters
  Score: Raw -3827632.693435 + Penalty 3470.846347 = -3824161.847088
  nChanged 219
		SP:Iteration 15Q (182628.430000 sec): 3 clusters
  Score: Raw -3827788.532369 + Penalty 3470.846347 = -3824317.686022
  nChanged 151
		SP:Iteration 16Q (182628.760000 sec): 3 clusters
  Score: Raw -3827882.614852 + Penalty 3470.846347 = -3824411.768505
  nChanged 112
		SP:Iteration 17Q (182629.110000 sec): 3 clusters
  Score: Raw -3827948.614248 + Penalty 3470.846347 = -3824477.767900
  nChanged 83
		SP:Iteration 18Q (182629.520000 sec): 3 clusters
  Score: Raw -3827997.559218 + Penalty 3470.846347 = -3824526.712871
  nChanged 63
		SP:Iteration 19Q (182629.880000 sec): 3 clusters
  Score: Raw -3828035.665596 + Penalty 3470.846347 = -3824564.819248
  nChanged 66
		SP:Iteration 20F (182630.210000 sec): 3 clusters
  Score: Raw -3828071.821780 + Penalty 3470.846347 = -3824600.975433
  nChanged 41
		SP:Iteration 21Q (182630.590000 sec): 3 clusters
  Score: Raw -3828089.684907 + Penalty 3470.846347 = -3824618.838559
  nChanged 38
		SP:Iteration 22Q (182630.930000 sec): 3 clusters
  Score: Raw -3828107.186952 + Penalty 3470.846347 = -3824636.340605
  nChanged 26
		SP:Iteration 23Q (182631.270000 sec): 3 clusters
  Score: Raw -3828119.543601 + Penalty 3470.846347 = -3824648.697254
  nChanged 28
		SP:Iteration 24Q (182631.640000 sec): 3 clusters
  Score: Raw -3828131.072418 + Penalty 3470.846347 = -3824660.226071
  nChanged 18
		SP:Iteration 25Q (182631.970000 sec): 3 clusters
  Score: Raw -3828137.526806 + Penalty 3470.846347 = -3824666.680459
  nChanged 11
		SP:Iteration 26Q (182632.310000 sec): 3 clusters
  Score: Raw -3828141.962670 + Penalty 3470.846347 = -3824671.116323
  nChanged 9
		SP:Iteration 27Q (182632.640000 sec): 3 clusters
  Score: Raw -3828145.779216 + Penalty 3470.846347 = -3824674.932869
  nChanged 12
		SP:Iteration 28Q (182632.970000 sec): 3 clusters
  Score: Raw -3828152.406806 + Penalty 3470.846347 = -3824681.560459
  nChanged 7
		SP:Iteration 29Q (182633.340000 sec): 3 clusters
  Score: Raw -3828154.893384 + Penalty 3470.846347 = -3824684.047037
  nChanged 7
		SP:Iteration 30Q (182633.770000 sec): 3 clusters
  Score: Raw -3828158.523818 + Penalty 3470.846347 = -3824687.677471
  nChanged 10
		SP:Iteration 31Q (182634.120000 sec): 3 clusters
  Score: Raw -3828161.646524 + Penalty 3470.846347 = -3824690.800177
  nChanged 9
		SP:Iteration 32Q (182634.450000 sec): 3 clusters
  Score: Raw -3828164.699424 + Penalty 3470.846347 = -3824693.853077
  nChanged 3
		SP:Iteration 33Q (182634.800000 sec): 3 clusters
  Score: Raw -3828165.274685 + Penalty 3470.846347 = -3824694.428337
  nChanged 1
		SP:Iteration 34Q (182635.240000 sec): 3 clusters
  Score: Raw -3828165.489618 + Penalty 3470.846347 = -3824694.643271
  nChanged 0
		SP:Iteration 35F (182635.580000 sec): 3 clusters
  Score: Raw -3828165.489618 + Penalty 3470.846347 = -3824694.643271
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 2 (6607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182635.750000 sec): 2 clusters
  Score: Raw -544246.582176 + Penalty 1429.331308 = -542817.250868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182635.940000 sec): 3 clusters
  Score: Raw -540636.833272 + Penalty 2858.662616 = -537778.170656
  nChanged 2786
		SP:Iteration 1F (182636.170000 sec): 3 clusters
  Score: Raw -542134.860974 + Penalty 2858.662616 = -539276.198358
  nChanged 402
		SP:Iteration 2F (182636.400000 sec): 3 clusters
  Score: Raw -542305.527182 + Penalty 2858.662616 = -539446.864566
  nChanged 303
		SP:Iteration 3Q (182636.600000 sec): 3 clusters
  Score: Raw -542428.029927 + Penalty 2858.662616 = -539569.367311
  nChanged 240
		SP:Iteration 4Q (182636.810000 sec): 3 clusters
  Score: Raw -542528.420377 + Penalty 2858.662616 = -539669.757761
  nChanged 227
		SP:Iteration 5Q (182637.030000 sec): 3 clusters
  Score: Raw -542623.922387 + Penalty 2858.662616 = -539765.259771
  nChanged 217
		SP:Iteration 6Q (182637.240000 sec): 3 clusters
  Score: Raw -542719.342951 + Penalty 2858.662616 = -539860.680335
  nChanged 218
		SP:Iteration 7Q (182637.470000 sec): 3 clusters
  Score: Raw -542810.123769 + Penalty 2858.662616 = -539951.461153
  nChanged 188
		SP:Iteration 8Q (182637.690000 sec): 3 clusters
  Score: Raw -542887.350315 + Penalty 2858.662616 = -540028.687699
  nChanged 162
		SP:Iteration 9Q (182637.900000 sec): 3 clusters
  Score: Raw -542966.716072 + Penalty 2858.662616 = -540108.053456
  nChanged 191
		SP:Iteration 10Q (182638.090000 sec): 3 clusters
  Score: Raw -543060.839271 + Penalty 2858.662616 = -540202.176656
  nChanged 197
		SP:Iteration 11Q (182638.340000 sec): 3 clusters
  Score: Raw -543186.753933 + Penalty 2858.662616 = -540328.091317
  nChanged 213
		SP:Iteration 12Q (182638.570000 sec): 3 clusters
  Score: Raw -543347.785622 + Penalty 2858.662616 = -540489.123006
  nChanged 243
		SP:Iteration 13Q (182638.780000 sec): 3 clusters
  Score: Raw -543527.817128 + Penalty 2858.662616 = -540669.154512
  nChanged 241
		SP:Iteration 14Q (182638.990000 sec): 3 clusters
  Score: Raw -543696.885507 + Penalty 2858.662616 = -540838.222891
  nChanged 233
		SP:Iteration 15Q (182639.170000 sec): 3 clusters
  Score: Raw -543899.124635 + Penalty 2858.662616 = -541040.462019
  nChanged 235
		SP:Iteration 16Q (182639.450000 sec): 3 clusters
  Score: Raw -544105.239447 + Penalty 2858.662616 = -541246.576831
  nChanged 236
		SP:Iteration 17Q (182639.660000 sec): 3 clusters
  Score: Raw -544309.135804 + Penalty 2858.662616 = -541450.473188
  nChanged 225
		SP:Iteration 18Q (182639.890000 sec): 3 clusters
  Score: Raw -544524.308184 + Penalty 2858.662616 = -541665.645568
  nChanged 218
		SP:Iteration 19Q (182640.050000 sec): 3 clusters
  Score: Raw -544742.846777 + Penalty 2858.662616 = -541884.184161
  nChanged 194
		SP:Iteration 20F (182640.300000 sec): 3 clusters
  Score: Raw -544929.608827 + Penalty 2858.662616 = -542070.946211
  nChanged 154
		SP:Iteration 21Q (182640.480000 sec): 3 clusters
  Score: Raw -545099.263142 + Penalty 2858.662616 = -542240.600526
  nChanged 151
		SP:Iteration 22Q (182640.680000 sec): 3 clusters
  Score: Raw -545232.615593 + Penalty 2858.662616 = -542373.952977
  nChanged 98
		SP:Iteration 23Q (182640.890000 sec): 3 clusters
  Score: Raw -545293.395822 + Penalty 2858.662616 = -542434.733206
  nChanged 73
		SP:Iteration 24Q (182641.110000 sec): 3 clusters
  Score: Raw -545329.070922 + Penalty 2858.662616 = -542470.408306
  nChanged 49
		SP:Iteration 25Q (182641.320000 sec): 3 clusters
  Score: Raw -545347.778430 + Penalty 2858.662616 = -542489.115814
  nChanged 45
		SP:Iteration 26Q (182641.520000 sec): 3 clusters
  Score: Raw -545365.493063 + Penalty 2858.662616 = -542506.830448
  nChanged 37
		SP:Iteration 27Q (182641.740000 sec): 3 clusters
  Score: Raw -545377.441910 + Penalty 2858.662616 = -542518.779294
  nChanged 36
		SP:Iteration 28Q (182641.960000 sec): 3 clusters
  Score: Raw -545388.109960 + Penalty 2858.662616 = -542529.447344
  nChanged 30
		SP:Iteration 29Q (182642.150000 sec): 3 clusters
  Score: Raw -545398.631384 + Penalty 2858.662616 = -542539.968768
  nChanged 27
		SP:Iteration 30Q (182642.340000 sec): 3 clusters
  Score: Raw -545405.926162 + Penalty 2858.662616 = -542547.263546
  nChanged 19
		SP:Iteration 31Q (182642.560000 sec): 3 clusters
  Score: Raw -545411.368287 + Penalty 2858.662616 = -542552.705671
  nChanged 19
		SP:Iteration 32Q (182642.770000 sec): 3 clusters
  Score: Raw -545416.830671 + Penalty 2858.662616 = -542558.168055
  nChanged 24
		SP:Iteration 33Q (182642.940000 sec): 3 clusters
  Score: Raw -545425.168547 + Penalty 2858.662616 = -542566.505931
  nChanged 23
		SP:Iteration 34Q (182643.150000 sec): 3 clusters
  Score: Raw -545431.672718 + Penalty 2858.662616 = -542573.010102
  nChanged 23
		SP:Iteration 35Q (182643.320000 sec): 3 clusters
  Score: Raw -545437.339216 + Penalty 2858.662616 = -542578.676600
  nChanged 11
		SP:Iteration 36Q (182643.490000 sec): 3 clusters
  Score: Raw -545439.883786 + Penalty 2858.662616 = -542581.221170
  nChanged 11
		SP:Iteration 37Q (182643.680000 sec): 3 clusters
  Score: Raw -545442.021343 + Penalty 2858.662616 = -542583.358727
  nChanged 5
		SP:Iteration 38Q (182643.890000 sec): 3 clusters
  Score: Raw -545442.585724 + Penalty 2858.662616 = -542583.923108
  nChanged 3
		SP:Iteration 39Q (182644.100000 sec): 3 clusters
  Score: Raw -545442.987726 + Penalty 2858.662616 = -542584.325110
  nChanged 3
		SP:Iteration 40F (182644.280000 sec): 3 clusters
  Score: Raw -545443.350296 + Penalty 2858.662616 = -542584.687680
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 3 (4034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182644.380000 sec): 2 clusters
  Score: Raw -341262.547717 + Penalty 1349.158479 = -339913.389238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182644.590000 sec): 3 clusters
  Score: Raw -339309.455238 + Penalty 2698.316959 = -336611.138280
  nChanged 1586
		SP:Iteration 1F (182644.820000 sec): 3 clusters
  Score: Raw -340234.308838 + Penalty 2698.316959 = -337535.991880
  nChanged 315
		SP:Iteration 2F (182645.020000 sec): 3 clusters
  Score: Raw -340434.192520 + Penalty 2698.316959 = -337735.875562
  nChanged 231
		SP:Iteration 3F (182645.220000 sec): 3 clusters
  Score: Raw -340582.946234 + Penalty 2698.316959 = -337884.629275
  nChanged 186
		SP:Iteration 4Q (182645.400000 sec): 3 clusters
  Score: Raw -340694.706151 + Penalty 2698.316959 = -337996.389193
  nChanged 156
		SP:Iteration 5Q (182645.610000 sec): 3 clusters
  Score: Raw -340797.414510 + Penalty 2698.316959 = -338099.097551
  nChanged 146
		SP:Iteration 6Q (182645.770000 sec): 3 clusters
  Score: Raw -340890.505546 + Penalty 2698.316959 = -338192.188588
  nChanged 161
		SP:Iteration 7Q (182646.000000 sec): 3 clusters
  Score: Raw -340995.109387 + Penalty 2698.316959 = -338296.792428
  nChanged 138
		SP:Iteration 8Q (182646.200000 sec): 3 clusters
  Score: Raw -341093.054759 + Penalty 2698.316959 = -338394.737800
  nChanged 128
		SP:Iteration 9Q (182646.400000 sec): 3 clusters
  Score: Raw -341163.746300 + Penalty 2698.316959 = -338465.429342
  nChanged 103
		SP:Iteration 10Q (182646.560000 sec): 3 clusters
  Score: Raw -341217.398361 + Penalty 2698.316959 = -338519.081402
  nChanged 78
		SP:Iteration 11Q (182646.720000 sec): 3 clusters
  Score: Raw -341257.387476 + Penalty 2698.316959 = -338559.070518
  nChanged 69
		SP:Iteration 12Q (182646.900000 sec): 3 clusters
  Score: Raw -341294.164477 + Penalty 2698.316959 = -338595.847519
  nChanged 52
		SP:Iteration 13Q (182647.070000 sec): 3 clusters
  Score: Raw -341320.581542 + Penalty 2698.316959 = -338622.264584
  nChanged 54
		SP:Iteration 14Q (182647.200000 sec): 3 clusters
  Score: Raw -341349.268988 + Penalty 2698.316959 = -338650.952029
  nChanged 50
		SP:Iteration 15Q (182647.350000 sec): 3 clusters
  Score: Raw -341374.340079 + Penalty 2698.316959 = -338676.023121
  nChanged 40
		SP:Iteration 16Q (182647.540000 sec): 3 clusters
  Score: Raw -341396.324660 + Penalty 2698.316959 = -338698.007701
  nChanged 38
		SP:Iteration 17Q (182647.720000 sec): 3 clusters
  Score: Raw -341418.057090 + Penalty 2698.316959 = -338719.740131
  nChanged 35
		SP:Iteration 18Q (182647.890000 sec): 3 clusters
  Score: Raw -341436.603720 + Penalty 2698.316959 = -338738.286761
  nChanged 26
		SP:Iteration 19Q (182648.060000 sec): 3 clusters
  Score: Raw -341451.087156 + Penalty 2698.316959 = -338752.770197
  nChanged 30
		SP:Iteration 20F (182648.290000 sec): 3 clusters
  Score: Raw -341472.699910 + Penalty 2698.316959 = -338774.382952
  nChanged 34
		SP:Iteration 21Q (182648.480000 sec): 3 clusters
  Score: Raw -341491.076892 + Penalty 2698.316959 = -338792.759933
  nChanged 18
		SP:Iteration 22Q (182648.630000 sec): 3 clusters
  Score: Raw -341500.074866 + Penalty 2698.316959 = -338801.757908
  nChanged 17
		SP:Iteration 23Q (182648.840000 sec): 3 clusters
  Score: Raw -341510.626792 + Penalty 2698.316959 = -338812.309833
  nChanged 21
		SP:Iteration 24Q (182648.990000 sec): 3 clusters
  Score: Raw -341526.238024 + Penalty 2698.316959 = -338827.921066
  nChanged 24
		SP:Iteration 25Q (182649.170000 sec): 3 clusters
  Score: Raw -341546.186131 + Penalty 2698.316959 = -338847.869173
  nChanged 26
		SP:Iteration 26Q (182649.390000 sec): 3 clusters
  Score: Raw -341565.111685 + Penalty 2698.316959 = -338866.794726
  nChanged 24
		SP:Iteration 27Q (182649.610000 sec): 3 clusters
  Score: Raw -341577.365061 + Penalty 2698.316959 = -338879.048102
  nChanged 23
		SP:Iteration 28Q (182649.810000 sec): 3 clusters
  Score: Raw -341589.484584 + Penalty 2698.316959 = -338891.167626
  nChanged 13
		SP:Iteration 29Q (182650.010000 sec): 3 clusters
  Score: Raw -341597.198630 + Penalty 2698.316959 = -338898.881671
  nChanged 13
		SP:Iteration 30Q (182650.240000 sec): 3 clusters
  Score: Raw -341605.183028 + Penalty 2698.316959 = -338906.866069
  nChanged 12
		SP:Iteration 31Q (182650.490000 sec): 3 clusters
  Score: Raw -341609.746449 + Penalty 2698.316959 = -338911.429491
  nChanged 8
		SP:Iteration 32Q (182650.650000 sec): 3 clusters
  Score: Raw -341613.058684 + Penalty 2698.316959 = -338914.741725
  nChanged 4
		SP:Iteration 33Q (182650.830000 sec): 3 clusters
  Score: Raw -341615.689457 + Penalty 2698.316959 = -338917.372499
  nChanged 4
		SP:Iteration 34Q (182651.100000 sec): 3 clusters
  Score: Raw -341618.570322 + Penalty 2698.316959 = -338920.253363
  nChanged 3
		SP:Iteration 35Q (182651.330000 sec): 3 clusters
  Score: Raw -341620.303782 + Penalty 2698.316959 = -338921.986824
  nChanged 1
		SP:Iteration 36Q (182651.600000 sec): 3 clusters
  Score: Raw -341620.626885 + Penalty 2698.316959 = -338922.309927
  nChanged 2
		SP:Iteration 37Q (182651.810000 sec): 3 clusters
  Score: Raw -341621.292791 + Penalty 2698.316959 = -338922.975832
  nChanged 2
		SP:Iteration 38Q (182651.980000 sec): 3 clusters
  Score: Raw -341622.095531 + Penalty 2698.316959 = -338923.778572
  nChanged 3
		SP:Iteration 39Q (182652.200000 sec): 3 clusters
  Score: Raw -341623.458797 + Penalty 2698.316959 = -338925.141839
  nChanged 3
		SP:Iteration 40F (182652.360000 sec): 3 clusters
  Score: Raw -341625.375746 + Penalty 2698.316959 = -338927.058787
  nChanged 3
		SP:Iteration 41Q (182652.520000 sec): 3 clusters
  Score: Raw -341626.869560 + Penalty 2698.316959 = -338928.552601
  nChanged 3
		SP:Iteration 42Q (182652.680000 sec): 3 clusters
  Score: Raw -341628.104971 + Penalty 2698.316959 = -338929.788013
  nChanged 1
		SP:Iteration 43Q (182652.840000 sec): 3 clusters
  Score: Raw -341628.379874 + Penalty 2698.316959 = -338930.062915
  nChanged 1
		SP:Iteration 44Q (182653.040000 sec): 3 clusters
  Score: Raw -341628.656650 + Penalty 2698.316959 = -338930.339692
  nChanged 0
		SP:Iteration 45F (182653.250000 sec): 3 clusters
  Score: Raw -341628.656650 + Penalty 2698.316959 = -338930.339692
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 4 (16639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182653.440000 sec): 2 clusters
  Score: Raw -1592520.443141 + Penalty 1579.419500 = -1590941.023640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182653.700000 sec): 3 clusters
  Score: Raw -1582618.975928 + Penalty 3158.839000 = -1579460.136927
  nChanged 7444
		SP:Iteration 1F (182653.900000 sec): 3 clusters
  Score: Raw -1586662.564657 + Penalty 3158.839000 = -1583503.725656
  nChanged 772
		SP:Iteration 2Q (182654.240000 sec): 3 clusters
  Score: Raw -1586905.399624 + Penalty 3158.839000 = -1583746.560623
  nChanged 655
		SP:Iteration 3Q (182654.460000 sec): 3 clusters
  Score: Raw -1587117.004681 + Penalty 3158.839000 = -1583958.165681
  nChanged 607
		SP:Iteration 4Q (182654.740000 sec): 3 clusters
  Score: Raw -1587320.542854 + Penalty 3158.839000 = -1584161.703854
  nChanged 578
		SP:Iteration 5Q (182654.990000 sec): 3 clusters
  Score: Raw -1587530.434085 + Penalty 3158.839000 = -1584371.595085
  nChanged 625
		SP:Iteration 6Q (182655.250000 sec): 3 clusters
  Score: Raw -1587796.204508 + Penalty 3158.839000 = -1584637.365508
  nChanged 722
		SP:Iteration 7Q (182655.570000 sec): 3 clusters
  Score: Raw -1588158.780270 + Penalty 3158.839000 = -1584999.941270
  nChanged 866
		SP:Iteration 8F (182655.860000 sec): 3 clusters
  Score: Raw -1588719.298016 + Penalty 3158.839000 = -1585560.459016
  nChanged 1033
		SP:Iteration 9F (182656.060000 sec): 3 clusters
  Score: Raw -1589519.826492 + Penalty 3158.839000 = -1586360.987491
  nChanged 1136
		SP:Iteration 10F (182656.340000 sec): 3 clusters
  Score: Raw -1590498.159277 + Penalty 3158.839000 = -1587339.320277
  nChanged 977
		SP:Iteration 11F (182656.600000 sec): 3 clusters
  Score: Raw -1591401.877720 + Penalty 3158.839000 = -1588243.038720
  nChanged 663
		SP:Iteration 12Q (182656.910000 sec): 3 clusters
  Score: Raw -1592031.306582 + Penalty 3158.839000 = -1588872.467582
  nChanged 345
		SP:Iteration 13Q (182657.120000 sec): 3 clusters
  Score: Raw -1592396.301057 + Penalty 3158.839000 = -1589237.462057
  nChanged 152
		SP:Iteration 14Q (182657.420000 sec): 3 clusters
  Score: Raw -1592573.531311 + Penalty 3158.839000 = -1589414.692311
  nChanged 49
		SP:Iteration 15Q (182657.640000 sec): 3 clusters
  Score: Raw -1592644.113702 + Penalty 3158.839000 = -1589485.274701
  nChanged 18
		SP:Iteration 16Q (182657.870000 sec): 3 clusters
  Score: Raw -1592667.994354 + Penalty 3158.839000 = -1589509.155353
  nChanged 12
		SP:Iteration 17Q (182658.170000 sec): 3 clusters
  Score: Raw -1592689.892540 + Penalty 3158.839000 = -1589531.053540
  nChanged 10
		SP:Iteration 18Q (182658.450000 sec): 3 clusters
  Score: Raw -1592702.767013 + Penalty 3158.839000 = -1589543.928012
  nChanged 10
		SP:Iteration 19Q (182658.690000 sec): 3 clusters
  Score: Raw -1592715.836515 + Penalty 3158.839000 = -1589556.997514
  nChanged 3
		SP:Iteration 20F (182659.030000 sec): 3 clusters
  Score: Raw -1592719.848592 + Penalty 3158.839000 = -1589561.009592
  nChanged 2
		SP:Iteration 21Q (182659.310000 sec): 3 clusters
  Score: Raw -1592721.527465 + Penalty 3158.839000 = -1589562.688465
  nChanged 0
		SP:Iteration 22F (182659.580000 sec): 3 clusters
  Score: Raw -1592721.527465 + Penalty 3158.839000 = -1589562.688465
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 5 (162282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182660.310000 sec): 2 clusters
  Score: Raw -13900708.768665 + Penalty 1949.527262 = -13898759.241404
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182661.170000 sec): 3 clusters
  Score: Raw -13793333.461978 + Penalty 3899.054524 = -13789434.407455
  nChanged 78643
		SP:Iteration 1F (182662.030000 sec): 3 clusters
  Score: Raw -13841498.453049 + Penalty 3899.054524 = -13837599.398525
  nChanged 6759
		SP:Iteration 2Q (182662.890000 sec): 3 clusters
  Score: Raw -13844365.105524 + Penalty 3899.054524 = -13840466.051001
  nChanged 8326
		SP:Iteration 3F (182663.740000 sec): 3 clusters
  Score: Raw -13849023.538068 + Penalty 3899.054524 = -13845124.483544
  nChanged 9937
		SP:Iteration 4F (182664.640000 sec): 3 clusters
  Score: Raw -13855772.484183 + Penalty 3899.054524 = -13851873.429660
  nChanged 10950
		SP:Iteration 5F (182665.530000 sec): 3 clusters
  Score: Raw -13863961.540081 + Penalty 3899.054524 = -13860062.485557
  nChanged 10892
		SP:Iteration 6F (182666.370000 sec): 3 clusters
  Score: Raw -13871931.612991 + Penalty 3899.054524 = -13868032.558467
  nChanged 9619
		SP:Iteration 7F (182667.230000 sec): 3 clusters
  Score: Raw -13878281.209802 + Penalty 3899.054524 = -13874382.155278
  nChanged 8183
		SP:Iteration 8F (182668.090000 sec): 3 clusters
  Score: Raw -13883196.833579 + Penalty 3899.054524 = -13879297.779056
  nChanged 6895
		SP:Iteration 9Q (182668.920000 sec): 3 clusters
  Score: Raw -13887014.686706 + Penalty 3899.054524 = -13883115.632182
  nChanged 6185
		SP:Iteration 10Q (182669.820000 sec): 3 clusters
  Score: Raw -13890105.613927 + Penalty 3899.054524 = -13886206.559403
  nChanged 5454
		SP:Iteration 11Q (182670.730000 sec): 3 clusters
  Score: Raw -13892577.011570 + Penalty 3899.054524 = -13888677.957046
  nChanged 4902
		SP:Iteration 12Q (182671.550000 sec): 3 clusters
  Score: Raw -13894663.672552 + Penalty 3899.054524 = -13890764.618028
  nChanged 4285
		SP:Iteration 13Q (182672.350000 sec): 3 clusters
  Score: Raw -13896403.786459 + Penalty 3899.054524 = -13892504.731936
  nChanged 3563
		SP:Iteration 14Q (182673.150000 sec): 3 clusters
  Score: Raw -13897767.199110 + Penalty 3899.054524 = -13893868.144587
  nChanged 2968
		SP:Iteration 15Q (182673.930000 sec): 3 clusters
  Score: Raw -13898801.771756 + Penalty 3899.054524 = -13894902.717232
  nChanged 2306
		SP:Iteration 16Q (182674.750000 sec): 3 clusters
  Score: Raw -13899548.403233 + Penalty 3899.054524 = -13895649.348709
  nChanged 1777
		SP:Iteration 17Q (182675.500000 sec): 3 clusters
  Score: Raw -13900080.782546 + Penalty 3899.054524 = -13896181.728022
  nChanged 1379
		SP:Iteration 18Q (182676.230000 sec): 3 clusters
  Score: Raw -13900463.214853 + Penalty 3899.054524 = -13896564.160329
  nChanged 1118
		SP:Iteration 19Q (182677.060000 sec): 3 clusters
  Score: Raw -13900755.518478 + Penalty 3899.054524 = -13896856.463954
  nChanged 886
		SP:Iteration 20F (182677.940000 sec): 3 clusters
  Score: Raw -13900965.078371 + Penalty 3899.054524 = -13897066.023847
  nChanged 704
		SP:Iteration 21Q (182678.750000 sec): 3 clusters
  Score: Raw -13901127.497340 + Penalty 3899.054524 = -13897228.442816
  nChanged 575
		SP:Iteration 22Q (182679.570000 sec): 3 clusters
  Score: Raw -13901243.286215 + Penalty 3899.054524 = -13897344.231691
  nChanged 439
		SP:Iteration 23Q (182680.460000 sec): 3 clusters
  Score: Raw -13901324.434001 + Penalty 3899.054524 = -13897425.379477
  nChanged 334
		SP:Iteration 24Q (182681.290000 sec): 3 clusters
  Score: Raw -13901384.551510 + Penalty 3899.054524 = -13897485.496986
  nChanged 269
		SP:Iteration 25Q (182682.170000 sec): 3 clusters
  Score: Raw -13901431.525040 + Penalty 3899.054524 = -13897532.470516
  nChanged 244
		SP:Iteration 26Q (182683.120000 sec): 3 clusters
  Score: Raw -13901476.662668 + Penalty 3899.054524 = -13897577.608145
  nChanged 224
		SP:Iteration 27Q (182684.020000 sec): 3 clusters
  Score: Raw -13901520.706194 + Penalty 3899.054524 = -13897621.651671
  nChanged 207
		SP:Iteration 28Q (182684.680000 sec): 3 clusters
  Score: Raw -13901556.124513 + Penalty 3899.054524 = -13897657.069989
  nChanged 185
		SP:Iteration 29Q (182685.320000 sec): 3 clusters
  Score: Raw -13901585.745903 + Penalty 3899.054524 = -13897686.691380
  nChanged 136
		SP:Iteration 30Q (182685.980000 sec): 3 clusters
  Score: Raw -13901605.943115 + Penalty 3899.054524 = -13897706.888591
  nChanged 128
		SP:Iteration 31Q (182686.740000 sec): 3 clusters
  Score: Raw -13901624.703040 + Penalty 3899.054524 = -13897725.648516
  nChanged 121
		SP:Iteration 32Q (182687.490000 sec): 3 clusters
  Score: Raw -13901640.472748 + Penalty 3899.054524 = -13897741.418224
  nChanged 85
		SP:Iteration 33Q (182688.300000 sec): 3 clusters
  Score: Raw -13901650.879922 + Penalty 3899.054524 = -13897751.825398
  nChanged 75
		SP:Iteration 34Q (182689.180000 sec): 3 clusters
  Score: Raw -13901660.499112 + Penalty 3899.054524 = -13897761.444589
  nChanged 61
		SP:Iteration 35Q (182689.940000 sec): 3 clusters
  Score: Raw -13901668.672145 + Penalty 3899.054524 = -13897769.617622
  nChanged 55
		SP:Iteration 36Q (182690.670000 sec): 3 clusters
  Score: Raw -13901676.201905 + Penalty 3899.054524 = -13897777.147381
  nChanged 51
		SP:Iteration 37Q (182691.440000 sec): 3 clusters
  Score: Raw -13901682.947959 + Penalty 3899.054524 = -13897783.893436
  nChanged 48
		SP:Iteration 38Q (182692.240000 sec): 3 clusters
  Score: Raw -13901688.896223 + Penalty 3899.054524 = -13897789.841699
  nChanged 41
		SP:Iteration 39Q (182693.000000 sec): 3 clusters
  Score: Raw -13901693.175944 + Penalty 3899.054524 = -13897794.121420
  nChanged 31
		SP:Iteration 40F (182693.800000 sec): 3 clusters
  Score: Raw -13901695.893482 + Penalty 3899.054524 = -13897796.838958
  nChanged 27
		SP:Iteration 41Q (182694.600000 sec): 3 clusters
  Score: Raw -13901698.454138 + Penalty 3899.054524 = -13897799.399615
  nChanged 25
		SP:Iteration 42Q (182695.310000 sec): 3 clusters
  Score: Raw -13901700.806719 + Penalty 3899.054524 = -13897801.752196
  nChanged 19
		SP:Iteration 43Q (182696.080000 sec): 3 clusters
  Score: Raw -13901702.482229 + Penalty 3899.054524 = -13897803.427706
  nChanged 20
		SP:Iteration 44Q (182696.750000 sec): 3 clusters
  Score: Raw -13901704.218223 + Penalty 3899.054524 = -13897805.163699
  nChanged 20
		SP:Iteration 45Q (182697.540000 sec): 3 clusters
  Score: Raw -13901706.469716 + Penalty 3899.054524 = -13897807.415193
  nChanged 20
		SP:Iteration 46Q (182698.330000 sec): 3 clusters
  Score: Raw -13901708.419958 + Penalty 3899.054524 = -13897809.365435
  nChanged 17
		SP:Iteration 47Q (182699.090000 sec): 3 clusters
  Score: Raw -13901710.129435 + Penalty 3899.054524 = -13897811.074912
  nChanged 16
		SP:Iteration 48Q (182699.810000 sec): 3 clusters
  Score: Raw -13901711.909765 + Penalty 3899.054524 = -13897812.855242
  nChanged 21
		SP:Iteration 49Q (182700.500000 sec): 3 clusters
  Score: Raw -13901713.812407 + Penalty 3899.054524 = -13897814.757884
  nChanged 13
		SP:Iteration 50Q (182701.270000 sec): 3 clusters
  Score: Raw -13901715.104133 + Penalty 3899.054524 = -13897816.049609
  nChanged 12
		SP:Iteration 51Q (182702.100000 sec): 3 clusters
  Score: Raw -13901716.096250 + Penalty 3899.054524 = -13897817.041726
  nChanged 15
		SP:Iteration 52Q (182702.920000 sec): 3 clusters
  Score: Raw -13901717.839873 + Penalty 3899.054524 = -13897818.785349
  nChanged 21
		SP:Iteration 53Q (182703.670000 sec): 3 clusters
  Score: Raw -13901720.280625 + Penalty 3899.054524 = -13897821.226101
  nChanged 11
		SP:Iteration 54Q (182704.450000 sec): 3 clusters
  Score: Raw -13901721.136464 + Penalty 3899.054524 = -13897822.081940
  nChanged 8
		SP:Iteration 55Q (182705.290000 sec): 3 clusters
  Score: Raw -13901721.644822 + Penalty 3899.054524 = -13897822.590299
  nChanged 4
		SP:Iteration 56Q (182706.130000 sec): 3 clusters
  Score: Raw -13901721.964748 + Penalty 3899.054524 = -13897822.910224
  nChanged 7
		SP:Iteration 57Q (182707.030000 sec): 3 clusters
  Score: Raw -13901722.613237 + Penalty 3899.054524 = -13897823.558713
  nChanged 6
		SP:Iteration 58Q (182707.880000 sec): 3 clusters
  Score: Raw -13901722.994375 + Penalty 3899.054524 = -13897823.939852
  nChanged 5
		SP:Iteration 59Q (182708.730000 sec): 3 clusters
  Score: Raw -13901723.511704 + Penalty 3899.054524 = -13897824.457181
  nChanged 8
		SP:Iteration 60F (182709.650000 sec): 3 clusters
  Score: Raw -13901724.276883 + Penalty 3899.054524 = -13897825.222359
  nChanged 7
		SP:Iteration 61Q (182710.480000 sec): 3 clusters
  Score: Raw -13901724.723516 + Penalty 3899.054524 = -13897825.668993
  nChanged 2
		SP:Iteration 62Q (182711.260000 sec): 3 clusters
  Score: Raw -13901724.950207 + Penalty 3899.054524 = -13897825.895683
  nChanged 1
		SP:Iteration 63Q (182712.020000 sec): 3 clusters
  Score: Raw -13901725.029985 + Penalty 3899.054524 = -13897825.975461
  nChanged 1
		SP:Iteration 64Q (182712.770000 sec): 3 clusters
  Score: Raw -13901725.081315 + Penalty 3899.054524 = -13897826.026791
  nChanged 0
		SP:Iteration 65F (182713.650000 sec): 3 clusters
  Score: Raw -13901725.081315 + Penalty 3899.054524 = -13897826.026791
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 6 (27903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182713.910000 sec): 2 clusters
  Score: Raw -2280290.213630 + Penalty 1663.429542 = -2278626.784088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182714.180000 sec): 3 clusters
  Score: Raw -2263179.244868 + Penalty 3326.859084 = -2259852.385784
  nChanged 12854
		SP:Iteration 1F (182714.450000 sec): 3 clusters
  Score: Raw -2270540.566197 + Penalty 3326.859084 = -2267213.707113
  nChanged 1537
		SP:Iteration 2F (182714.740000 sec): 3 clusters
  Score: Raw -2271195.293827 + Penalty 3326.859084 = -2267868.434743
  nChanged 1472
		SP:Iteration 3F (182715.070000 sec): 3 clusters
  Score: Raw -2271872.292503 + Penalty 3326.859084 = -2268545.433419
  nChanged 1538
		SP:Iteration 4F (182715.370000 sec): 3 clusters
  Score: Raw -2272651.440475 + Penalty 3326.859084 = -2269324.581391
  nChanged 1590
		SP:Iteration 5F (182715.630000 sec): 3 clusters
  Score: Raw -2273580.239693 + Penalty 3326.859084 = -2270253.380609
  nChanged 1525
		SP:Iteration 6F (182716.000000 sec): 3 clusters
  Score: Raw -2274546.253615 + Penalty 3326.859084 = -2271219.394531
  nChanged 1455
		SP:Iteration 7F (182716.340000 sec): 3 clusters
  Score: Raw -2275588.917761 + Penalty 3326.859084 = -2272262.058677
  nChanged 1330
		SP:Iteration 8Q (182716.640000 sec): 3 clusters
  Score: Raw -2276497.230719 + Penalty 3326.859084 = -2273170.371636
  nChanged 1136
		SP:Iteration 9Q (182716.920000 sec): 3 clusters
  Score: Raw -2277212.904990 + Penalty 3326.859084 = -2273886.045906
  nChanged 904
		SP:Iteration 10Q (182717.290000 sec): 3 clusters
  Score: Raw -2277677.069620 + Penalty 3326.859084 = -2274350.210536
  nChanged 700
		SP:Iteration 11Q (182717.600000 sec): 3 clusters
  Score: Raw -2277998.078436 + Penalty 3326.859084 = -2274671.219352
  nChanged 561
		SP:Iteration 12Q (182717.880000 sec): 3 clusters
  Score: Raw -2278234.244453 + Penalty 3326.859084 = -2274907.385369
  nChanged 506
		SP:Iteration 13Q (182718.150000 sec): 3 clusters
  Score: Raw -2278449.076808 + Penalty 3326.859084 = -2275122.217724
  nChanged 445
		SP:Iteration 14Q (182718.510000 sec): 3 clusters
  Score: Raw -2278634.588788 + Penalty 3326.859084 = -2275307.729705
  nChanged 421
		SP:Iteration 15Q (182718.810000 sec): 3 clusters
  Score: Raw -2278810.141026 + Penalty 3326.859084 = -2275483.281943
  nChanged 420
		SP:Iteration 16Q (182719.150000 sec): 3 clusters
  Score: Raw -2278991.051615 + Penalty 3326.859084 = -2275664.192531
  nChanged 419
		SP:Iteration 17Q (182719.530000 sec): 3 clusters
  Score: Raw -2279176.724478 + Penalty 3326.859084 = -2275849.865394
  nChanged 453
		SP:Iteration 18Q (182719.880000 sec): 3 clusters
  Score: Raw -2279379.947091 + Penalty 3326.859084 = -2276053.088007
  nChanged 406
		SP:Iteration 19Q (182720.220000 sec): 3 clusters
  Score: Raw -2279570.360990 + Penalty 3326.859084 = -2276243.501906
  nChanged 418
		SP:Iteration 20F (182720.550000 sec): 3 clusters
  Score: Raw -2279780.720890 + Penalty 3326.859084 = -2276453.861806
  nChanged 425
		SP:Iteration 21Q (182720.830000 sec): 3 clusters
  Score: Raw -2279996.556741 + Penalty 3326.859084 = -2276669.697657
  nChanged 423
		SP:Iteration 22Q (182721.180000 sec): 3 clusters
  Score: Raw -2280210.149427 + Penalty 3326.859084 = -2276883.290343
  nChanged 408
		SP:Iteration 23Q (182721.470000 sec): 3 clusters
  Score: Raw -2280422.453126 + Penalty 3326.859084 = -2277095.594042
  nChanged 358
		SP:Iteration 24Q (182721.800000 sec): 3 clusters
  Score: Raw -2280599.248768 + Penalty 3326.859084 = -2277272.389684
  nChanged 338
		SP:Iteration 25Q (182722.090000 sec): 3 clusters
  Score: Raw -2280765.238461 + Penalty 3326.859084 = -2277438.379378
  nChanged 302
		SP:Iteration 26Q (182722.390000 sec): 3 clusters
  Score: Raw -2280911.405805 + Penalty 3326.859084 = -2277584.546721
  nChanged 266
		SP:Iteration 27Q (182722.700000 sec): 3 clusters
  Score: Raw -2281032.774434 + Penalty 3326.859084 = -2277705.915350
  nChanged 230
		SP:Iteration 28Q (182723.040000 sec): 3 clusters
  Score: Raw -2281125.317277 + Penalty 3326.859084 = -2277798.458193
  nChanged 210
		SP:Iteration 29Q (182723.310000 sec): 3 clusters
  Score: Raw -2281209.883028 + Penalty 3326.859084 = -2277883.023944
  nChanged 195
		SP:Iteration 30Q (182723.640000 sec): 3 clusters
  Score: Raw -2281294.153797 + Penalty 3326.859084 = -2277967.294713
  nChanged 177
		SP:Iteration 31Q (182723.990000 sec): 3 clusters
  Score: Raw -2281383.267489 + Penalty 3326.859084 = -2278056.408405
  nChanged 188
		SP:Iteration 32Q (182724.270000 sec): 3 clusters
  Score: Raw -2281473.291649 + Penalty 3326.859084 = -2278146.432565
  nChanged 155
		SP:Iteration 33Q (182724.600000 sec): 3 clusters
  Score: Raw -2281554.499181 + Penalty 3326.859084 = -2278227.640097
  nChanged 162
		SP:Iteration 34Q (182724.900000 sec): 3 clusters
  Score: Raw -2281644.625536 + Penalty 3326.859084 = -2278317.766452
  nChanged 161
		SP:Iteration 35Q (182725.230000 sec): 3 clusters
  Score: Raw -2281717.572615 + Penalty 3326.859084 = -2278390.713531
  nChanged 122
		SP:Iteration 36Q (182725.510000 sec): 3 clusters
  Score: Raw -2281762.574172 + Penalty 3326.859084 = -2278435.715088
  nChanged 109
		SP:Iteration 37Q (182725.770000 sec): 3 clusters
  Score: Raw -2281802.098643 + Penalty 3326.859084 = -2278475.239559
  nChanged 99
		SP:Iteration 38Q (182726.080000 sec): 3 clusters
  Score: Raw -2281836.999291 + Penalty 3326.859084 = -2278510.140207
  nChanged 84
		SP:Iteration 39Q (182726.400000 sec): 3 clusters
  Score: Raw -2281864.970448 + Penalty 3326.859084 = -2278538.111364
  nChanged 74
		SP:Iteration 40F (182726.750000 sec): 3 clusters
  Score: Raw -2281916.150506 + Penalty 3326.859084 = -2278589.291422
  nChanged 95
		SP:Iteration 41Q (182726.990000 sec): 3 clusters
  Score: Raw -2281946.918068 + Penalty 3326.859084 = -2278620.058984
  nChanged 68
		SP:Iteration 42Q (182727.290000 sec): 3 clusters
  Score: Raw -2281964.433607 + Penalty 3326.859084 = -2278637.574523
  nChanged 53
		SP:Iteration 43Q (182727.620000 sec): 3 clusters
  Score: Raw -2281975.649023 + Penalty 3326.859084 = -2278648.789939
  nChanged 42
		SP:Iteration 44Q (182727.910000 sec): 3 clusters
  Score: Raw -2281984.800541 + Penalty 3326.859084 = -2278657.941457
  nChanged 34
		SP:Iteration 45Q (182728.190000 sec): 3 clusters
  Score: Raw -2281992.743875 + Penalty 3326.859084 = -2278665.884791
  nChanged 38
		SP:Iteration 46Q (182728.480000 sec): 3 clusters
  Score: Raw -2282003.454043 + Penalty 3326.859084 = -2278676.594959
  nChanged 40
		SP:Iteration 47Q (182728.790000 sec): 3 clusters
  Score: Raw -2282010.996920 + Penalty 3326.859084 = -2278684.137836
  nChanged 29
		SP:Iteration 48Q (182729.100000 sec): 3 clusters
  Score: Raw -2282014.727457 + Penalty 3326.859084 = -2278687.868373
  nChanged 11
		SP:Iteration 49Q (182729.400000 sec): 3 clusters
  Score: Raw -2282016.671674 + Penalty 3326.859084 = -2278689.812590
  nChanged 11
		SP:Iteration 50Q (182729.730000 sec): 3 clusters
  Score: Raw -2282018.381846 + Penalty 3326.859084 = -2278691.522762
  nChanged 11
		SP:Iteration 51Q (182729.970000 sec): 3 clusters
  Score: Raw -2282020.113265 + Penalty 3326.859084 = -2278693.254181
  nChanged 9
		SP:Iteration 52Q (182730.310000 sec): 3 clusters
  Score: Raw -2282021.439122 + Penalty 3326.859084 = -2278694.580038
  nChanged 9
		SP:Iteration 53Q (182730.620000 sec): 3 clusters
  Score: Raw -2282022.792706 + Penalty 3326.859084 = -2278695.933622
  nChanged 7
		SP:Iteration 54Q (182730.910000 sec): 3 clusters
  Score: Raw -2282023.596728 + Penalty 3326.859084 = -2278696.737644
  nChanged 2
		SP:Iteration 55Q (182731.220000 sec): 3 clusters
  Score: Raw -2282024.064497 + Penalty 3326.859084 = -2278697.205413
  nChanged 3
		SP:Iteration 56Q (182731.480000 sec): 3 clusters
  Score: Raw -2282024.296937 + Penalty 3326.859084 = -2278697.437853
  nChanged 4
		SP:Iteration 57Q (182731.760000 sec): 3 clusters
  Score: Raw -2282024.637376 + Penalty 3326.859084 = -2278697.778292
  nChanged 2
		SP:Iteration 58Q (182732.040000 sec): 3 clusters
  Score: Raw -2282024.951462 + Penalty 3326.859084 = -2278698.092378
  nChanged 3
		SP:Iteration 59Q (182732.290000 sec): 3 clusters
  Score: Raw -2282025.321975 + Penalty 3326.859084 = -2278698.462891
  nChanged 3
		SP:Iteration 60F (182732.620000 sec): 3 clusters
  Score: Raw -2282025.476710 + Penalty 3326.859084 = -2278698.617626
  nChanged 2
		SP:Iteration 61Q (182732.910000 sec): 3 clusters
  Score: Raw -2282025.586902 + Penalty 3326.859084 = -2278698.727818
  nChanged 2
		SP:Iteration 62Q (182733.200000 sec): 3 clusters
  Score: Raw -2282025.747383 + Penalty 3326.859084 = -2278698.888299
  nChanged 1
		SP:Iteration 63Q (182733.500000 sec): 3 clusters
  Score: Raw -2282025.829870 + Penalty 3326.859084 = -2278698.970786
  nChanged 0
		SP:Iteration 64F (182733.820000 sec): 3 clusters
  Score: Raw -2282025.829870 + Penalty 3326.859084 = -2278698.970786
  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 10.71 GB.

 Trying to split cluster 7 (7107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182733.960000 sec): 2 clusters
  Score: Raw -565283.545215 + Penalty 1441.185768 = -563842.359447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182734.210000 sec): 3 clusters
  Score: Raw -561459.390475 + Penalty 2882.371535 = -558577.018940
  nChanged 2976
		SP:Iteration 1F (182734.440000 sec): 3 clusters
  Score: Raw -563305.937310 + Penalty 2882.371535 = -560423.565774
  nChanged 590
		SP:Iteration 2F (182734.620000 sec): 3 clusters
  Score: Raw -563870.306329 + Penalty 2882.371535 = -560987.934793
  nChanged 636
		SP:Iteration 3F (182734.830000 sec): 3 clusters
  Score: Raw -564572.611761 + Penalty 2882.371535 = -561690.240226
  nChanged 583
		SP:Iteration 4F (182735.070000 sec): 3 clusters
  Score: Raw -565217.104509 + Penalty 2882.371535 = -562334.732974
  nChanged 452
		SP:Iteration 5F (182735.290000 sec): 3 clusters
  Score: Raw -565613.742710 + Penalty 2882.371535 = -562731.371175
  nChanged 319
		SP:Iteration 6Q (182735.550000 sec): 3 clusters
  Score: Raw -565834.805612 + Penalty 2882.371535 = -562952.434077
  nChanged 206
		SP:Iteration 7Q (182735.730000 sec): 3 clusters
  Score: Raw -565941.485795 + Penalty 2882.371535 = -563059.114260
  nChanged 134
		SP:Iteration 8Q (182735.940000 sec): 3 clusters
  Score: Raw -565995.520963 + Penalty 2882.371535 = -563113.149428
  nChanged 98
		SP:Iteration 9Q (182736.140000 sec): 3 clusters
  Score: Raw -566027.853689 + Penalty 2882.371535 = -563145.482154
  nChanged 72
		SP:Iteration 10Q (182736.380000 sec): 3 clusters
  Score: Raw -566046.074510 + Penalty 2882.371535 = -563163.702975
  nChanged 51
		SP:Iteration 11Q (182736.590000 sec): 3 clusters
  Score: Raw -566060.363986 + Penalty 2882.371535 = -563177.992451
  nChanged 38
		SP:Iteration 12Q (182736.850000 sec): 3 clusters
  Score: Raw -566070.322992 + Penalty 2882.371535 = -563187.951456
  nChanged 36
		SP:Iteration 13Q (182737.040000 sec): 3 clusters
  Score: Raw -566081.466196 + Penalty 2882.371535 = -563199.094661
  nChanged 23
		SP:Iteration 14Q (182737.280000 sec): 3 clusters
  Score: Raw -566085.810087 + Penalty 2882.371535 = -563203.438552
  nChanged 19
		SP:Iteration 15Q (182737.450000 sec): 3 clusters
  Score: Raw -566089.724940 + Penalty 2882.371535 = -563207.353405
  nChanged 18
		SP:Iteration 16Q (182737.670000 sec): 3 clusters
  Score: Raw -566097.411194 + Penalty 2882.371535 = -563215.039659
  nChanged 21
		SP:Iteration 17Q (182737.900000 sec): 3 clusters
  Score: Raw -566105.262506 + Penalty 2882.371535 = -563222.890971
  nChanged 22
		SP:Iteration 18Q (182738.140000 sec): 3 clusters
  Score: Raw -566110.099330 + Penalty 2882.371535 = -563227.727795
  nChanged 21
		SP:Iteration 19Q (182738.360000 sec): 3 clusters
  Score: Raw -566115.087609 + Penalty 2882.371535 = -563232.716074
  nChanged 24
		SP:Iteration 20F (182738.570000 sec): 3 clusters
  Score: Raw -566122.096388 + Penalty 2882.371535 = -563239.724853
  nChanged 29
		SP:Iteration 21Q (182738.830000 sec): 3 clusters
  Score: Raw -566131.682519 + Penalty 2882.371535 = -563249.310984
  nChanged 29
		SP:Iteration 22Q (182739.030000 sec): 3 clusters
  Score: Raw -566142.024780 + Penalty 2882.371535 = -563259.653245
  nChanged 32
		SP:Iteration 23Q (182739.260000 sec): 3 clusters
  Score: Raw -566156.121581 + Penalty 2882.371535 = -563273.750046
  nChanged 35
		SP:Iteration 24Q (182739.450000 sec): 3 clusters
  Score: Raw -566172.171781 + Penalty 2882.371535 = -563289.800246
  nChanged 42
		SP:Iteration 25Q (182739.650000 sec): 3 clusters
  Score: Raw -566185.115008 + Penalty 2882.371535 = -563302.743473
  nChanged 26
		SP:Iteration 26Q (182739.850000 sec): 3 clusters
  Score: Raw -566191.555324 + Penalty 2882.371535 = -563309.183789
  nChanged 23
		SP:Iteration 27Q (182740.110000 sec): 3 clusters
  Score: Raw -566195.698886 + Penalty 2882.371535 = -563313.327351
  nChanged 17
		SP:Iteration 28Q (182740.330000 sec): 3 clusters
  Score: Raw -566199.325678 + Penalty 2882.371535 = -563316.954143
  nChanged 12
		SP:Iteration 29Q (182740.550000 sec): 3 clusters
  Score: Raw -566201.527352 + Penalty 2882.371535 = -563319.155817
  nChanged 11
		SP:Iteration 30Q (182740.780000 sec): 3 clusters
  Score: Raw -566203.048341 + Penalty 2882.371535 = -563320.676806
  nChanged 11
		SP:Iteration 31Q (182741.020000 sec): 3 clusters
  Score: Raw -566205.572796 + Penalty 2882.371535 = -563323.201261
  nChanged 10
		SP:Iteration 32Q (182741.270000 sec): 3 clusters
  Score: Raw -566208.209145 + Penalty 2882.371535 = -563325.837610
  nChanged 11
		SP:Iteration 33Q (182741.530000 sec): 3 clusters
  Score: Raw -566210.046594 + Penalty 2882.371535 = -563327.675059
  nChanged 6
		SP:Iteration 34Q (182741.770000 sec): 3 clusters
  Score: Raw -566211.039213 + Penalty 2882.371535 = -563328.667678
  nChanged 6
		SP:Iteration 35Q (182741.970000 sec): 3 clusters
  Score: Raw -566211.949788 + Penalty 2882.371535 = -563329.578253
  nChanged 7
		SP:Iteration 36Q (182742.170000 sec): 3 clusters
  Score: Raw -566213.623571 + Penalty 2882.371535 = -563331.252036
  nChanged 7
		SP:Iteration 37Q (182742.330000 sec): 3 clusters
  Score: Raw -566214.361072 + Penalty 2882.371535 = -563331.989537
  nChanged 1
		SP:Iteration 38Q (182742.520000 sec): 3 clusters
  Score: Raw -566214.441223 + Penalty 2882.371535 = -563332.069688
  nChanged 0
		SP:Iteration 39F (182742.720000 sec): 3 clusters
  Score: Raw -566214.441223 + Penalty 2882.371535 = -563332.069688
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 8 (1646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182742.830000 sec): 2 clusters
  Score: Raw -138135.994269 + Penalty 1203.491799 = -136932.502470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182743.010000 sec): 3 clusters
  Score: Raw -137493.274434 + Penalty 2406.983599 = -135086.290835
  nChanged 563
		SP:Iteration 1F (182743.210000 sec): 3 clusters
  Score: Raw -137919.525510 + Penalty 2406.983599 = -135512.541911
  nChanged 136
		SP:Iteration 2F (182743.430000 sec): 3 clusters
  Score: Raw -138037.638243 + Penalty 2406.983599 = -135630.654644
  nChanged 83
		SP:Iteration 3F (182743.610000 sec): 3 clusters
  Score: Raw -138120.976053 + Penalty 2406.983599 = -135713.992454
  nChanged 69
		SP:Iteration 4Q (182743.830000 sec): 3 clusters
  Score: Raw -138183.961306 + Penalty 2406.983599 = -135776.977707
  nChanged 59
		SP:Iteration 5Q (182744.030000 sec): 3 clusters
  Score: Raw -138254.202467 + Penalty 2406.983599 = -135847.218868
  nChanged 62
		SP:Iteration 6Q (182744.210000 sec): 3 clusters
  Score: Raw -138314.805331 + Penalty 2406.983599 = -135907.821732
  nChanged 63
		SP:Iteration 7Q (182744.380000 sec): 3 clusters
  Score: Raw -138370.222948 + Penalty 2406.983599 = -135963.239349
  nChanged 45
		SP:Iteration 8Q (182744.570000 sec): 3 clusters
  Score: Raw -138409.186552 + Penalty 2406.983599 = -136002.202953
  nChanged 31
		SP:Iteration 9Q (182744.730000 sec): 3 clusters
  Score: Raw -138437.227972 + Penalty 2406.983599 = -136030.244373
  nChanged 28
		SP:Iteration 10Q (182744.900000 sec): 3 clusters
  Score: Raw -138466.266618 + Penalty 2406.983599 = -136059.283019
  nChanged 26
		SP:Iteration 11Q (182745.090000 sec): 3 clusters
  Score: Raw -138494.843176 + Penalty 2406.983599 = -136087.859577
  nChanged 20
		SP:Iteration 12Q (182745.260000 sec): 3 clusters
  Score: Raw -138520.069006 + Penalty 2406.983599 = -136113.085407
  nChanged 16
		SP:Iteration 13Q (182745.460000 sec): 3 clusters
  Score: Raw -138534.882995 + Penalty 2406.983599 = -136127.899397
  nChanged 16
		SP:Iteration 14Q (182745.620000 sec): 3 clusters
  Score: Raw -138546.014464 + Penalty 2406.983599 = -136139.030865
  nChanged 11
		SP:Iteration 15Q (182745.830000 sec): 3 clusters
  Score: Raw -138557.300090 + Penalty 2406.983599 = -136150.316491
  nChanged 15
		SP:Iteration 16Q (182746.020000 sec): 3 clusters
  Score: Raw -138572.478264 + Penalty 2406.983599 = -136165.494665
  nChanged 15
		SP:Iteration 17Q (182746.250000 sec): 3 clusters
  Score: Raw -138591.925527 + Penalty 2406.983599 = -136184.941928
  nChanged 9
		SP:Iteration 18Q (182746.440000 sec): 3 clusters
  Score: Raw -138602.717713 + Penalty 2406.983599 = -136195.734114
  nChanged 8
		SP:Iteration 19Q (182746.670000 sec): 3 clusters
  Score: Raw -138608.492013 + Penalty 2406.983599 = -136201.508414
  nChanged 4
		SP:Iteration 20F (182746.880000 sec): 3 clusters
  Score: Raw -138610.536131 + Penalty 2406.983599 = -136203.552533
  nChanged 4
		SP:Iteration 21Q (182747.060000 sec): 3 clusters
  Score: Raw -138613.377566 + Penalty 2406.983599 = -136206.393967
  nChanged 4
		SP:Iteration 22Q (182747.220000 sec): 3 clusters
  Score: Raw -138621.210753 + Penalty 2406.983599 = -136214.227154
  nChanged 5
		SP:Iteration 23Q (182747.440000 sec): 3 clusters
  Score: Raw -138627.697540 + Penalty 2406.983599 = -136220.713941
  nChanged 6
		SP:Iteration 24Q (182747.590000 sec): 3 clusters
  Score: Raw -138633.376586 + Penalty 2406.983599 = -136226.392987
  nChanged 2
		SP:Iteration 25Q (182747.830000 sec): 3 clusters
  Score: Raw -138635.097002 + Penalty 2406.983599 = -136228.113404
  nChanged 4
		SP:Iteration 26Q (182748.020000 sec): 3 clusters
  Score: Raw -138638.556108 + Penalty 2406.983599 = -136231.572509
  nChanged 4
		SP:Iteration 27Q (182748.190000 sec): 3 clusters
  Score: Raw -138643.068857 + Penalty 2406.983599 = -136236.085258
  nChanged 2
		SP:Iteration 28Q (182748.410000 sec): 3 clusters
  Score: Raw -138644.436184 + Penalty 2406.983599 = -136237.452585
  nChanged 0
		SP:Iteration 29F (182748.600000 sec): 3 clusters
  Score: Raw -138644.436184 + Penalty 2406.983599 = -136237.452585
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 9 (9298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182748.740000 sec): 2 clusters
  Score: Raw -802158.858316 + Penalty 1484.852623 = -800674.005693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182748.960000 sec): 3 clusters
  Score: Raw -796893.903016 + Penalty 2969.705246 = -793924.197771
  nChanged 4045
		SP:Iteration 1F (182749.210000 sec): 3 clusters
  Score: Raw -799082.520221 + Penalty 2969.705246 = -796112.814975
  nChanged 597
		SP:Iteration 2F (182749.440000 sec): 3 clusters
  Score: Raw -799391.260372 + Penalty 2969.705246 = -796421.555126
  nChanged 525
		SP:Iteration 3F (182749.650000 sec): 3 clusters
  Score: Raw -799708.646825 + Penalty 2969.705246 = -796738.941579
  nChanged 524
		SP:Iteration 4F (182749.910000 sec): 3 clusters
  Score: Raw -800001.513464 + Penalty 2969.705246 = -797031.808219
  nChanged 503
		SP:Iteration 5F (182750.160000 sec): 3 clusters
  Score: Raw -800312.834894 + Penalty 2969.705246 = -797343.129649
  nChanged 481
		SP:Iteration 6F (182750.390000 sec): 3 clusters
  Score: Raw -800606.955363 + Penalty 2969.705246 = -797637.250118
  nChanged 443
		SP:Iteration 7Q (182750.660000 sec): 3 clusters
  Score: Raw -800848.070865 + Penalty 2969.705246 = -797878.365619
  nChanged 368
		SP:Iteration 8Q (182750.880000 sec): 3 clusters
  Score: Raw -801042.370373 + Penalty 2969.705246 = -798072.665127
  nChanged 312
		SP:Iteration 9Q (182751.130000 sec): 3 clusters
  Score: Raw -801186.950343 + Penalty 2969.705246 = -798217.245097
  nChanged 258
		SP:Iteration 10Q (182751.330000 sec): 3 clusters
  Score: Raw -801300.624062 + Penalty 2969.705246 = -798330.918817
  nChanged 218
		SP:Iteration 11Q (182751.570000 sec): 3 clusters
  Score: Raw -801387.024951 + Penalty 2969.705246 = -798417.319705
  nChanged 158
		SP:Iteration 12Q (182751.820000 sec): 3 clusters
  Score: Raw -801443.187813 + Penalty 2969.705246 = -798473.482568
  nChanged 158
		SP:Iteration 13Q (182752.080000 sec): 3 clusters
  Score: Raw -801498.499706 + Penalty 2969.705246 = -798528.794460
  nChanged 112
		SP:Iteration 14Q (182752.320000 sec): 3 clusters
  Score: Raw -801533.094371 + Penalty 2969.705246 = -798563.389125
  nChanged 97
		SP:Iteration 15Q (182752.530000 sec): 3 clusters
  Score: Raw -801565.640911 + Penalty 2969.705246 = -798595.935665
  nChanged 101
		SP:Iteration 16Q (182752.790000 sec): 3 clusters
  Score: Raw -801605.373946 + Penalty 2969.705246 = -798635.668700
  nChanged 91
		SP:Iteration 17Q (182753.000000 sec): 3 clusters
  Score: Raw -801639.452850 + Penalty 2969.705246 = -798669.747604
  nChanged 88
		SP:Iteration 18Q (182753.260000 sec): 3 clusters
  Score: Raw -801671.140579 + Penalty 2969.705246 = -798701.435333
  nChanged 92
		SP:Iteration 19Q (182753.440000 sec): 3 clusters
  Score: Raw -801707.409353 + Penalty 2969.705246 = -798737.704107
  nChanged 96
		SP:Iteration 20F (182753.670000 sec): 3 clusters
  Score: Raw -801739.653886 + Penalty 2969.705246 = -798769.948640
  nChanged 78
		SP:Iteration 21Q (182753.840000 sec): 3 clusters
  Score: Raw -801763.509805 + Penalty 2969.705246 = -798793.804559
  nChanged 73
		SP:Iteration 22Q (182754.070000 sec): 3 clusters
  Score: Raw -801787.436773 + Penalty 2969.705246 = -798817.731527
  nChanged 80
		SP:Iteration 23Q (182754.290000 sec): 3 clusters
  Score: Raw -801810.780979 + Penalty 2969.705246 = -798841.075733
  nChanged 64
		SP:Iteration 24Q (182754.510000 sec): 3 clusters
  Score: Raw -801832.757245 + Penalty 2969.705246 = -798863.052000
  nChanged 77
		SP:Iteration 25Q (182754.680000 sec): 3 clusters
  Score: Raw -801856.721870 + Penalty 2969.705246 = -798887.016625
  nChanged 60
		SP:Iteration 26Q (182754.950000 sec): 3 clusters
  Score: Raw -801875.996339 + Penalty 2969.705246 = -798906.291093
  nChanged 73
		SP:Iteration 27Q (182755.140000 sec): 3 clusters
  Score: Raw -801900.732894 + Penalty 2969.705246 = -798931.027648
  nChanged 64
		SP:Iteration 28Q (182755.380000 sec): 3 clusters
  Score: Raw -801920.270158 + Penalty 2969.705246 = -798950.564912
  nChanged 67
		SP:Iteration 29Q (182755.570000 sec): 3 clusters
  Score: Raw -801940.407413 + Penalty 2969.705246 = -798970.702167
  nChanged 65
		SP:Iteration 30Q (182755.790000 sec): 3 clusters
  Score: Raw -801957.054486 + Penalty 2969.705246 = -798987.349240
  nChanged 50
		SP:Iteration 31Q (182756.000000 sec): 3 clusters
  Score: Raw -801972.739927 + Penalty 2969.705246 = -799003.034681
  nChanged 57
		SP:Iteration 32Q (182756.220000 sec): 3 clusters
  Score: Raw -801989.609959 + Penalty 2969.705246 = -799019.904714
  nChanged 58
		SP:Iteration 33Q (182756.450000 sec): 3 clusters
  Score: Raw -802008.650857 + Penalty 2969.705246 = -799038.945611
  nChanged 61
		SP:Iteration 34Q (182756.680000 sec): 3 clusters
  Score: Raw -802023.787432 + Penalty 2969.705246 = -799054.082186
  nChanged 47
		SP:Iteration 35Q (182756.940000 sec): 3 clusters
  Score: Raw -802036.752116 + Penalty 2969.705246 = -799067.046871
  nChanged 61
		SP:Iteration 36Q (182757.200000 sec): 3 clusters
  Score: Raw -802053.459171 + Penalty 2969.705246 = -799083.753925
  nChanged 54
		SP:Iteration 37Q (182757.450000 sec): 3 clusters
  Score: Raw -802067.359189 + Penalty 2969.705246 = -799097.653943
  nChanged 46
		SP:Iteration 38Q (182757.730000 sec): 3 clusters
  Score: Raw -802079.484307 + Penalty 2969.705246 = -799109.779061
  nChanged 40
		SP:Iteration 39Q (182757.970000 sec): 3 clusters
  Score: Raw -802091.444669 + Penalty 2969.705246 = -799121.739423
  nChanged 38
		SP:Iteration 40F (182758.210000 sec): 3 clusters
  Score: Raw -802102.562183 + Penalty 2969.705246 = -799132.856937
  nChanged 41
		SP:Iteration 41Q (182758.450000 sec): 3 clusters
  Score: Raw -802114.771635 + Penalty 2969.705246 = -799145.066389
  nChanged 41
		SP:Iteration 42Q (182758.690000 sec): 3 clusters
  Score: Raw -802124.610100 + Penalty 2969.705246 = -799154.904854
  nChanged 31
		SP:Iteration 43Q (182758.940000 sec): 3 clusters
  Score: Raw -802132.787179 + Penalty 2969.705246 = -799163.081933
  nChanged 36
		SP:Iteration 44Q (182759.130000 sec): 3 clusters
  Score: Raw -802142.571145 + Penalty 2969.705246 = -799172.865899
  nChanged 38
		SP:Iteration 45Q (182759.330000 sec): 3 clusters
  Score: Raw -802154.569206 + Penalty 2969.705246 = -799184.863960
  nChanged 39
		SP:Iteration 46Q (182759.600000 sec): 3 clusters
  Score: Raw -802166.253009 + Penalty 2969.705246 = -799196.547764
  nChanged 38
		SP:Iteration 47Q (182759.810000 sec): 3 clusters
  Score: Raw -802176.894647 + Penalty 2969.705246 = -799207.189401
  nChanged 43
		SP:Iteration 48Q (182760.030000 sec): 3 clusters
  Score: Raw -802190.398375 + Penalty 2969.705246 = -799220.693130
  nChanged 51
		SP:Iteration 49Q (182760.240000 sec): 3 clusters
  Score: Raw -802208.767950 + Penalty 2969.705246 = -799239.062704
  nChanged 48
		SP:Iteration 50Q (182760.430000 sec): 3 clusters
  Score: Raw -802222.814768 + Penalty 2969.705246 = -799253.109522
  nChanged 49
		SP:Iteration 51Q (182760.660000 sec): 3 clusters
  Score: Raw -802237.427239 + Penalty 2969.705246 = -799267.721994
  nChanged 46
		SP:Iteration 52Q (182760.890000 sec): 3 clusters
  Score: Raw -802249.151852 + Penalty 2969.705246 = -799279.446606
  nChanged 26
		SP:Iteration 53Q (182761.150000 sec): 3 clusters
  Score: Raw -802256.108671 + Penalty 2969.705246 = -799286.403426
  nChanged 25
		SP:Iteration 54Q (182761.400000 sec): 3 clusters
  Score: Raw -802261.417108 + Penalty 2969.705246 = -799291.711862
  nChanged 27
		SP:Iteration 55Q (182761.630000 sec): 3 clusters
  Score: Raw -802267.962619 + Penalty 2969.705246 = -799298.257373
  nChanged 21
		SP:Iteration 56Q (182761.830000 sec): 3 clusters
  Score: Raw -802273.611053 + Penalty 2969.705246 = -799303.905807
  nChanged 25
		SP:Iteration 57Q (182762.050000 sec): 3 clusters
  Score: Raw -802278.299570 + Penalty 2969.705246 = -799308.594324
  nChanged 25
		SP:Iteration 58Q (182762.240000 sec): 3 clusters
  Score: Raw -802284.462909 + Penalty 2969.705246 = -799314.757663
  nChanged 28
		SP:Iteration 59Q (182762.450000 sec): 3 clusters
  Score: Raw -802292.783945 + Penalty 2969.705246 = -799323.078700
  nChanged 22
		SP:Iteration 60F (182762.690000 sec): 3 clusters
  Score: Raw -802298.966277 + Penalty 2969.705246 = -799329.261031
  nChanged 24
		SP:Iteration 61Q (182762.930000 sec): 3 clusters
  Score: Raw -802305.187817 + Penalty 2969.705246 = -799335.482571
  nChanged 21
		SP:Iteration 62Q (182763.140000 sec): 3 clusters
  Score: Raw -802310.641564 + Penalty 2969.705246 = -799340.936319
  nChanged 20
		SP:Iteration 63Q (182763.330000 sec): 3 clusters
  Score: Raw -802314.330506 + Penalty 2969.705246 = -799344.625260
  nChanged 16
		SP:Iteration 64Q (182763.540000 sec): 3 clusters
  Score: Raw -802318.233490 + Penalty 2969.705246 = -799348.528244
  nChanged 17
		SP:Iteration 65Q (182763.790000 sec): 3 clusters
  Score: Raw -802322.127761 + Penalty 2969.705246 = -799352.422515
  nChanged 17
		SP:Iteration 66Q (182764.030000 sec): 3 clusters
  Score: Raw -802326.815008 + Penalty 2969.705246 = -799357.109762
  nChanged 17
		SP:Iteration 67Q (182764.250000 sec): 3 clusters
  Score: Raw -802331.610987 + Penalty 2969.705246 = -799361.905741
  nChanged 26
		SP:Iteration 68Q (182764.450000 sec): 3 clusters
  Score: Raw -802338.320005 + Penalty 2969.705246 = -799368.614759
  nChanged 16
		SP:Iteration 69Q (182764.690000 sec): 3 clusters
  Score: Raw -802342.455332 + Penalty 2969.705246 = -799372.750087
  nChanged 15
		SP:Iteration 70Q (182764.910000 sec): 3 clusters
  Score: Raw -802346.099263 + Penalty 2969.705246 = -799376.394017
  nChanged 15
		SP:Iteration 71Q (182765.170000 sec): 3 clusters
  Score: Raw -802349.874978 + Penalty 2969.705246 = -799380.169732
  nChanged 14
		SP:Iteration 72Q (182765.400000 sec): 3 clusters
  Score: Raw -802355.192796 + Penalty 2969.705246 = -799385.487550
  nChanged 16
		SP:Iteration 73Q (182765.590000 sec): 3 clusters
  Score: Raw -802360.106301 + Penalty 2969.705246 = -799390.401055
  nChanged 21
		SP:Iteration 74Q (182765.790000 sec): 3 clusters
  Score: Raw -802367.440030 + Penalty 2969.705246 = -799397.734785
  nChanged 29
		SP:Iteration 75Q (182765.970000 sec): 3 clusters
  Score: Raw -802377.131021 + Penalty 2969.705246 = -799407.425775
  nChanged 24
		SP:Iteration 76Q (182766.200000 sec): 3 clusters
  Score: Raw -802385.789260 + Penalty 2969.705246 = -799416.084014
  nChanged 26
		SP:Iteration 77Q (182766.450000 sec): 3 clusters
  Score: Raw -802393.403403 + Penalty 2969.705246 = -799423.698157
  nChanged 23
		SP:Iteration 78Q (182766.650000 sec): 3 clusters
  Score: Raw -802401.853897 + Penalty 2969.705246 = -799432.148651
  nChanged 27
		SP:Iteration 79Q (182766.890000 sec): 3 clusters
  Score: Raw -802409.567011 + Penalty 2969.705246 = -799439.861765
  nChanged 20
		SP:Iteration 80F (182767.130000 sec): 3 clusters
  Score: Raw -802415.952870 + Penalty 2969.705246 = -799446.247624
  nChanged 19
		SP:Iteration 81Q (182767.290000 sec): 3 clusters
  Score: Raw -802421.935050 + Penalty 2969.705246 = -799452.229804
  nChanged 22
		SP:Iteration 82Q (182767.540000 sec): 3 clusters
  Score: Raw -802430.375976 + Penalty 2969.705246 = -799460.670730
  nChanged 24
		SP:Iteration 83Q (182767.730000 sec): 3 clusters
  Score: Raw -802438.368281 + Penalty 2969.705246 = -799468.663036
  nChanged 19
		SP:Iteration 84Q (182767.950000 sec): 3 clusters
  Score: Raw -802443.708592 + Penalty 2969.705246 = -799474.003346
  nChanged 17
		SP:Iteration 85Q (182768.120000 sec): 3 clusters
  Score: Raw -802448.234141 + Penalty 2969.705246 = -799478.528895
  nChanged 16
		SP:Iteration 86Q (182768.310000 sec): 3 clusters
  Score: Raw -802453.633267 + Penalty 2969.705246 = -799483.928022
  nChanged 19
		SP:Iteration 87Q (182768.490000 sec): 3 clusters
  Score: Raw -802459.486692 + Penalty 2969.705246 = -799489.781446
  nChanged 19
		SP:Iteration 88Q (182768.690000 sec): 3 clusters
  Score: Raw -802467.745144 + Penalty 2969.705246 = -799498.039898
  nChanged 21
		SP:Iteration 89Q (182768.950000 sec): 3 clusters
  Score: Raw -802475.511786 + Penalty 2969.705246 = -799505.806540
  nChanged 21
		SP:Iteration 90Q (182769.210000 sec): 3 clusters
  Score: Raw -802482.941040 + Penalty 2969.705246 = -799513.235794
  nChanged 30
		SP:Iteration 91Q (182769.380000 sec): 3 clusters
  Score: Raw -802495.071616 + Penalty 2969.705246 = -799525.366370
  nChanged 29
		SP:Iteration 92Q (182769.630000 sec): 3 clusters
  Score: Raw -802506.909078 + Penalty 2969.705246 = -799537.203832
  nChanged 28
		SP:Iteration 93Q (182769.860000 sec): 3 clusters
  Score: Raw -802517.713252 + Penalty 2969.705246 = -799548.008006
  nChanged 28
		SP:Iteration 94Q (182770.130000 sec): 3 clusters
  Score: Raw -802529.142259 + Penalty 2969.705246 = -799559.437013
  nChanged 32
		SP:Iteration 95Q (182770.310000 sec): 3 clusters
  Score: Raw -802541.611953 + Penalty 2969.705246 = -799571.906707
  nChanged 21
		SP:Iteration 96Q (182770.520000 sec): 3 clusters
  Score: Raw -802549.550958 + Penalty 2969.705246 = -799579.845713
  nChanged 23
		SP:Iteration 97Q (182770.680000 sec): 3 clusters
  Score: Raw -802557.507153 + Penalty 2969.705246 = -799587.801907
  nChanged 19
		SP:Iteration 98Q (182770.940000 sec): 3 clusters
  Score: Raw -802564.636450 + Penalty 2969.705246 = -799594.931204
  nChanged 20
		SP:Iteration 99Q (182771.150000 sec): 3 clusters
  Score: Raw -802571.535761 + Penalty 2969.705246 = -799601.830516
  nChanged 20
		SP:Iteration 100F (182771.340000 sec): 3 clusters
  Score: Raw -802578.741742 + Penalty 2969.705246 = -799609.036496
  nChanged 16
		SP:Iteration 101Q (182771.520000 sec): 3 clusters
  Score: Raw -802582.778867 + Penalty 2969.705246 = -799613.073621
  nChanged 17
		SP:Iteration 102Q (182771.770000 sec): 3 clusters
  Score: Raw -802588.152389 + Penalty 2969.705246 = -799618.447143
  nChanged 11
		SP:Iteration 103Q (182772.000000 sec): 3 clusters
  Score: Raw -802592.197912 + Penalty 2969.705246 = -799622.492666
  nChanged 14
		SP:Iteration 104Q (182772.170000 sec): 3 clusters
  Score: Raw -802597.086799 + Penalty 2969.705246 = -799627.381553
  nChanged 16
		SP:Iteration 105Q (182772.350000 sec): 3 clusters
  Score: Raw -802602.647056 + Penalty 2969.705246 = -799632.941811
  nChanged 20
		SP:Iteration 106Q (182772.610000 sec): 3 clusters
  Score: Raw -802607.849480 + Penalty 2969.705246 = -799638.144234
  nChanged 8
		SP:Iteration 107Q (182772.830000 sec): 3 clusters
  Score: Raw -802610.097912 + Penalty 2969.705246 = -799640.392666
  nChanged 5
		SP:Iteration 108Q (182773.050000 sec): 3 clusters
  Score: Raw -802611.776508 + Penalty 2969.705246 = -799642.071262
  nChanged 9
		SP:Iteration 109Q (182773.280000 sec): 3 clusters
  Score: Raw -802614.377317 + Penalty 2969.705246 = -799644.672072
  nChanged 10
		SP:Iteration 110Q (182773.500000 sec): 3 clusters
  Score: Raw -802617.137496 + Penalty 2969.705246 = -799647.432250
  nChanged 9
		SP:Iteration 111Q (182773.710000 sec): 3 clusters
  Score: Raw -802619.193989 + Penalty 2969.705246 = -799649.488744
  nChanged 9
		SP:Iteration 112Q (182773.960000 sec): 3 clusters
  Score: Raw -802621.229277 + Penalty 2969.705246 = -799651.524031
  nChanged 4
		SP:Iteration 113Q (182774.230000 sec): 3 clusters
  Score: Raw -802622.380731 + Penalty 2969.705246 = -799652.675485
  nChanged 4
		SP:Iteration 114Q (182774.430000 sec): 3 clusters
  Score: Raw -802623.726444 + Penalty 2969.705246 = -799654.021199
  nChanged 4
		SP:Iteration 115Q (182774.690000 sec): 3 clusters
  Score: Raw -802625.621960 + Penalty 2969.705246 = -799655.916714
  nChanged 5
		SP:Iteration 116Q (182774.910000 sec): 3 clusters
  Score: Raw -802627.841372 + Penalty 2969.705246 = -799658.136126
  nChanged 4
		SP:Iteration 117Q (182775.090000 sec): 3 clusters
  Score: Raw -802629.329338 + Penalty 2969.705246 = -799659.624092
  nChanged 3
		SP:Iteration 118Q (182775.320000 sec): 3 clusters
  Score: Raw -802630.569086 + Penalty 2969.705246 = -799660.863840
  nChanged 3
		SP:Iteration 119Q (182775.550000 sec): 3 clusters
  Score: Raw -802631.676533 + Penalty 2969.705246 = -799661.971287
  nChanged 5
		SP:Iteration 120F (182775.760000 sec): 3 clusters
  Score: Raw -802634.272950 + Penalty 2969.705246 = -799664.567704
  nChanged 4
		SP:Iteration 121Q (182775.960000 sec): 3 clusters
  Score: Raw -802635.560288 + Penalty 2969.705246 = -799665.855043
  nChanged 5
		SP:Iteration 122Q (182776.180000 sec): 3 clusters
  Score: Raw -802638.654188 + Penalty 2969.705246 = -799668.948942
  nChanged 10
		SP:Iteration 123Q (182776.380000 sec): 3 clusters
  Score: Raw -802641.723977 + Penalty 2969.705246 = -799672.018731
  nChanged 10
		SP:Iteration 124Q (182776.570000 sec): 3 clusters
  Score: Raw -802644.231064 + Penalty 2969.705246 = -799674.525818
  nChanged 8
		SP:Iteration 125Q (182776.840000 sec): 3 clusters
  Score: Raw -802646.040158 + Penalty 2969.705246 = -799676.334912
  nChanged 2
		SP:Iteration 126Q (182777.080000 sec): 3 clusters
  Score: Raw -802646.829637 + Penalty 2969.705246 = -799677.124391
  nChanged 2
		SP:Iteration 127Q (182777.310000 sec): 3 clusters
  Score: Raw -802647.859038 + Penalty 2969.705246 = -799678.153792
  nChanged 3
		SP:Iteration 128Q (182777.530000 sec): 3 clusters
  Score: Raw -802649.831944 + Penalty 2969.705246 = -799680.126698
  nChanged 3
		SP:Iteration 129Q (182777.800000 sec): 3 clusters
  Score: Raw -802651.204953 + Penalty 2969.705246 = -799681.499707
  nChanged 2
		SP:Iteration 130Q (182778.060000 sec): 3 clusters
  Score: Raw -802652.406459 + Penalty 2969.705246 = -799682.701214
  nChanged 4
		SP:Iteration 131Q (182778.300000 sec): 3 clusters
  Score: Raw -802653.969778 + Penalty 2969.705246 = -799684.264532
  nChanged 6
		SP:Iteration 132Q (182778.560000 sec): 3 clusters
  Score: Raw -802655.964627 + Penalty 2969.705246 = -799686.259381
  nChanged 4
		SP:Iteration 133Q (182778.790000 sec): 3 clusters
  Score: Raw -802656.954111 + Penalty 2969.705246 = -799687.248866
  nChanged 3
		SP:Iteration 134Q (182778.990000 sec): 3 clusters
  Score: Raw -802658.657834 + Penalty 2969.705246 = -799688.952589
  nChanged 3
		SP:Iteration 135Q (182779.220000 sec): 3 clusters
  Score: Raw -802659.931476 + Penalty 2969.705246 = -799690.226230
  nChanged 3
		SP:Iteration 136Q (182779.470000 sec): 3 clusters
  Score: Raw -802660.851933 + Penalty 2969.705246 = -799691.146688
  nChanged 3
		SP:Iteration 137Q (182779.710000 sec): 3 clusters
  Score: Raw -802661.632641 + Penalty 2969.705246 = -799691.927395
  nChanged 1
		SP:Iteration 138Q (182779.930000 sec): 3 clusters
  Score: Raw -802661.931367 + Penalty 2969.705246 = -799692.226121
  nChanged 0
		SP:Iteration 139F (182780.210000 sec): 3 clusters
  Score: Raw -802661.931367 + Penalty 2969.705246 = -799692.226121
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 10 (9832 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182780.330000 sec): 2 clusters
  Score: Raw -832243.074771 + Penalty 1493.927118 = -830749.147653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182780.590000 sec): 3 clusters
  Score: Raw -826608.561505 + Penalty 2987.854237 = -823620.707269
  nChanged 4259
		SP:Iteration 1F (182780.780000 sec): 3 clusters
  Score: Raw -828951.281479 + Penalty 2987.854237 = -825963.427242
  nChanged 616
		SP:Iteration 2F (182781.020000 sec): 3 clusters
  Score: Raw -829203.713861 + Penalty 2987.854237 = -826215.859624
  nChanged 513
		SP:Iteration 3F (182781.260000 sec): 3 clusters
  Score: Raw -829419.269540 + Penalty 2987.854237 = -826431.415303
  nChanged 438
		SP:Iteration 4Q (182781.500000 sec): 3 clusters
  Score: Raw -829596.611598 + Penalty 2987.854237 = -826608.757362
  nChanged 403
		SP:Iteration 5Q (182781.770000 sec): 3 clusters
  Score: Raw -829775.715865 + Penalty 2987.854237 = -826787.861628
  nChanged 408
		SP:Iteration 6Q (182781.990000 sec): 3 clusters
  Score: Raw -829968.654723 + Penalty 2987.854237 = -826980.800486
  nChanged 433
		SP:Iteration 7Q (182782.250000 sec): 3 clusters
  Score: Raw -830214.248126 + Penalty 2987.854237 = -827226.393890
  nChanged 487
		SP:Iteration 8Q (182782.470000 sec): 3 clusters
  Score: Raw -830526.036827 + Penalty 2987.854237 = -827538.182591
  nChanged 522
		SP:Iteration 9F (182782.690000 sec): 3 clusters
  Score: Raw -830890.223520 + Penalty 2987.854237 = -827902.369283
  nChanged 493
		SP:Iteration 10F (182782.920000 sec): 3 clusters
  Score: Raw -831236.268350 + Penalty 2987.854237 = -828248.414113
  nChanged 456
		SP:Iteration 11Q (182783.120000 sec): 3 clusters
  Score: Raw -831550.281796 + Penalty 2987.854237 = -828562.427560
  nChanged 376
		SP:Iteration 12Q (182783.350000 sec): 3 clusters
  Score: Raw -831793.582997 + Penalty 2987.854237 = -828805.728760
  nChanged 343
		SP:Iteration 13Q (182783.540000 sec): 3 clusters
  Score: Raw -831991.679594 + Penalty 2987.854237 = -829003.825357
  nChanged 261
		SP:Iteration 14Q (182783.750000 sec): 3 clusters
  Score: Raw -832129.768432 + Penalty 2987.854237 = -829141.914195
  nChanged 218
		SP:Iteration 15Q (182784.000000 sec): 3 clusters
  Score: Raw -832221.673676 + Penalty 2987.854237 = -829233.819439
  nChanged 161
		SP:Iteration 16Q (182784.200000 sec): 3 clusters
  Score: Raw -832277.906290 + Penalty 2987.854237 = -829290.052053
  nChanged 109
		SP:Iteration 17Q (182784.390000 sec): 3 clusters
  Score: Raw -832312.651588 + Penalty 2987.854237 = -829324.797351
  nChanged 76
		SP:Iteration 18Q (182784.600000 sec): 3 clusters
  Score: Raw -832331.777337 + Penalty 2987.854237 = -829343.923101
  nChanged 52
		SP:Iteration 19Q (182784.830000 sec): 3 clusters
  Score: Raw -832342.542238 + Penalty 2987.854237 = -829354.688002
  nChanged 48
		SP:Iteration 20F (182785.090000 sec): 3 clusters
  Score: Raw -832351.977969 + Penalty 2987.854237 = -829364.123733
  nChanged 38
		SP:Iteration 21Q (182785.300000 sec): 3 clusters
  Score: Raw -832357.816970 + Penalty 2987.854237 = -829369.962734
  nChanged 30
		SP:Iteration 22Q (182785.490000 sec): 3 clusters
  Score: Raw -832364.139784 + Penalty 2987.854237 = -829376.285547
  nChanged 33
		SP:Iteration 23Q (182785.730000 sec): 3 clusters
  Score: Raw -832370.533340 + Penalty 2987.854237 = -829382.679103
  nChanged 30
		SP:Iteration 24Q (182785.980000 sec): 3 clusters
  Score: Raw -832375.717048 + Penalty 2987.854237 = -829387.862812
  nChanged 29
		SP:Iteration 25Q (182786.220000 sec): 3 clusters
  Score: Raw -832380.369145 + Penalty 2987.854237 = -829392.514908
  nChanged 24
		SP:Iteration 26Q (182786.490000 sec): 3 clusters
  Score: Raw -832385.613728 + Penalty 2987.854237 = -829397.759491
  nChanged 37
		SP:Iteration 27Q (182786.720000 sec): 3 clusters
  Score: Raw -832394.806407 + Penalty 2987.854237 = -829406.952170
  nChanged 36
		SP:Iteration 28Q (182786.950000 sec): 3 clusters
  Score: Raw -832401.755737 + Penalty 2987.854237 = -829413.901500
  nChanged 32
		SP:Iteration 29Q (182787.190000 sec): 3 clusters
  Score: Raw -832405.858249 + Penalty 2987.854237 = -829418.004012
  nChanged 14
		SP:Iteration 30Q (182787.410000 sec): 3 clusters
  Score: Raw -832408.178319 + Penalty 2987.854237 = -829420.324082
  nChanged 15
		SP:Iteration 31Q (182787.640000 sec): 3 clusters
  Score: Raw -832409.701389 + Penalty 2987.854237 = -829421.847153
  nChanged 12
		SP:Iteration 32Q (182787.860000 sec): 3 clusters
  Score: Raw -832411.850227 + Penalty 2987.854237 = -829423.995990
  nChanged 16
		SP:Iteration 33Q (182788.120000 sec): 3 clusters
  Score: Raw -832414.697483 + Penalty 2987.854237 = -829426.843246
  nChanged 13
		SP:Iteration 34Q (182788.360000 sec): 3 clusters
  Score: Raw -832417.005066 + Penalty 2987.854237 = -829429.150829
  nChanged 16
		SP:Iteration 35Q (182788.590000 sec): 3 clusters
  Score: Raw -832420.154009 + Penalty 2987.854237 = -829432.299772
  nChanged 19
		SP:Iteration 36Q (182788.810000 sec): 3 clusters
  Score: Raw -832424.155124 + Penalty 2987.854237 = -829436.300888
  nChanged 23
		SP:Iteration 37Q (182789.040000 sec): 3 clusters
  Score: Raw -832428.996690 + Penalty 2987.854237 = -829441.142453
  nChanged 23
		SP:Iteration 38Q (182789.300000 sec): 3 clusters
  Score: Raw -832434.793563 + Penalty 2987.854237 = -829446.939327
  nChanged 26
		SP:Iteration 39Q (182789.540000 sec): 3 clusters
  Score: Raw -832439.234092 + Penalty 2987.854237 = -829451.379856
  nChanged 18
		SP:Iteration 40F (182789.760000 sec): 3 clusters
  Score: Raw -832442.378044 + Penalty 2987.854237 = -829454.523808
  nChanged 17
		SP:Iteration 41Q (182790.010000 sec): 3 clusters
  Score: Raw -832445.005391 + Penalty 2987.854237 = -829457.151154
  nChanged 14
		SP:Iteration 42Q (182790.250000 sec): 3 clusters
  Score: Raw -832447.155770 + Penalty 2987.854237 = -829459.301533
  nChanged 15
		SP:Iteration 43Q (182790.560000 sec): 3 clusters
  Score: Raw -832449.979713 + Penalty 2987.854237 = -829462.125476
  nChanged 16
		SP:Iteration 44Q (182790.760000 sec): 3 clusters
  Score: Raw -832452.289510 + Penalty 2987.854237 = -829464.435274
  nChanged 16
		SP:Iteration 45Q (182790.960000 sec): 3 clusters
  Score: Raw -832454.743084 + Penalty 2987.854237 = -829466.888848
  nChanged 11
		SP:Iteration 46Q (182791.160000 sec): 3 clusters
  Score: Raw -832456.284573 + Penalty 2987.854237 = -829468.430337
  nChanged 5
		SP:Iteration 47Q (182791.500000 sec): 3 clusters
  Score: Raw -832456.777065 + Penalty 2987.854237 = -829468.922828
  nChanged 5
		SP:Iteration 48Q (182791.700000 sec): 3 clusters
  Score: Raw -832457.399694 + Penalty 2987.854237 = -829469.545458
  nChanged 5
		SP:Iteration 49Q (182791.940000 sec): 3 clusters
  Score: Raw -832458.113239 + Penalty 2987.854237 = -829470.259002
  nChanged 4
		SP:Iteration 50Q (182792.190000 sec): 3 clusters
  Score: Raw -832458.480982 + Penalty 2987.854237 = -829470.626745
  nChanged 2
		SP:Iteration 51Q (182792.400000 sec): 3 clusters
  Score: Raw -832458.752806 + Penalty 2987.854237 = -829470.898569
  nChanged 2
		SP:Iteration 52Q (182792.700000 sec): 3 clusters
  Score: Raw -832458.889336 + Penalty 2987.854237 = -829471.035099
  nChanged 0
		SP:Iteration 53F (182792.970000 sec): 3 clusters
  Score: Raw -832458.889336 + Penalty 2987.854237 = -829471.035099
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 11 (243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182793.100000 sec): 2 clusters
  Score: Raw -21336.786912 + Penalty 892.622485 = -20444.164428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182793.310000 sec): 3 clusters
  Score: Raw -21383.237775 + Penalty 1785.244969 = -19597.992806
  nChanged 36
		SP:Iteration 1F (182793.510000 sec): 3 clusters
  Score: Raw -21461.961030 + Penalty 1785.244969 = -19676.716061
  nChanged 10
		SP:Iteration 2Q (182793.700000 sec): 3 clusters
  Score: Raw -21493.283838 + Penalty 1785.244969 = -19708.038868
  nChanged 3
		SP:Iteration 3Q (182793.910000 sec): 3 clusters
  Score: Raw -21504.453583 + Penalty 1785.244969 = -19719.208614
  nChanged 1
		SP:Iteration 4Q (182794.070000 sec): 3 clusters
  Score: Raw -21506.663230 + Penalty 1785.244969 = -19721.418261
  nChanged 0
		SP:Iteration 5F (182794.300000 sec): 3 clusters
  Score: Raw -21506.663230 + Penalty 1785.244969 = -19721.418261
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 12 (3117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182794.410000 sec): 2 clusters
  Score: Raw -254097.011297 + Penalty 1307.251770 = -252789.759527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182794.610000 sec): 3 clusters
  Score: Raw -252597.778812 + Penalty 2614.503541 = -249983.275271
  nChanged 1228
		SP:Iteration 1F (182794.790000 sec): 3 clusters
  Score: Raw -253348.197219 + Penalty 2614.503541 = -250733.693678
  nChanged 275
		SP:Iteration 2F (182795.000000 sec): 3 clusters
  Score: Raw -253553.621656 + Penalty 2614.503541 = -250939.118115
  nChanged 187
		SP:Iteration 3F (182795.180000 sec): 3 clusters
  Score: Raw -253698.363999 + Penalty 2614.503541 = -251083.860458
  nChanged 159
		SP:Iteration 4F (182795.410000 sec): 3 clusters
  Score: Raw -253846.426381 + Penalty 2614.503541 = -251231.922840
  nChanged 166
		SP:Iteration 5F (182795.580000 sec): 3 clusters
  Score: Raw -253990.715433 + Penalty 2614.503541 = -251376.211892
  nChanged 124
		SP:Iteration 6Q (182795.810000 sec): 3 clusters
  Score: Raw -254103.638532 + Penalty 2614.503541 = -251489.134991
  nChanged 105
		SP:Iteration 7Q (182796.000000 sec): 3 clusters
  Score: Raw -254192.942405 + Penalty 2614.503541 = -251578.438864
  nChanged 112
		SP:Iteration 8Q (182796.200000 sec): 3 clusters
  Score: Raw -254276.243807 + Penalty 2614.503541 = -251661.740266
  nChanged 99
		SP:Iteration 9Q (182796.380000 sec): 3 clusters
  Score: Raw -254344.817221 + Penalty 2614.503541 = -251730.313680
  nChanged 88
		SP:Iteration 10Q (182796.590000 sec): 3 clusters
  Score: Raw -254408.230477 + Penalty 2614.503541 = -251793.726936
  nChanged 88
		SP:Iteration 11Q (182796.750000 sec): 3 clusters
  Score: Raw -254483.881863 + Penalty 2614.503541 = -251869.378322
  nChanged 78
		SP:Iteration 12Q (182796.950000 sec): 3 clusters
  Score: Raw -254548.171993 + Penalty 2614.503541 = -251933.668452
  nChanged 81
		SP:Iteration 13Q (182797.110000 sec): 3 clusters
  Score: Raw -254604.803807 + Penalty 2614.503541 = -251990.300266
  nChanged 63
		SP:Iteration 14Q (182797.240000 sec): 3 clusters
  Score: Raw -254640.398990 + Penalty 2614.503541 = -252025.895450
  nChanged 42
		SP:Iteration 15Q (182797.420000 sec): 3 clusters
  Score: Raw -254661.449635 + Penalty 2614.503541 = -252046.946094
  nChanged 23
		SP:Iteration 16Q (182797.580000 sec): 3 clusters
  Score: Raw -254670.987734 + Penalty 2614.503541 = -252056.484193
  nChanged 23
		SP:Iteration 17Q (182797.800000 sec): 3 clusters
  Score: Raw -254681.925556 + Penalty 2614.503541 = -252067.422015
  nChanged 20
		SP:Iteration 18Q (182797.980000 sec): 3 clusters
  Score: Raw -254689.125384 + Penalty 2614.503541 = -252074.621843
  nChanged 6
		SP:Iteration 19Q (182798.210000 sec): 3 clusters
  Score: Raw -254691.082975 + Penalty 2614.503541 = -252076.579434
  nChanged 5
		SP:Iteration 20F (182798.400000 sec): 3 clusters
  Score: Raw -254693.278592 + Penalty 2614.503541 = -252078.775051
  nChanged 5
		SP:Iteration 21Q (182798.570000 sec): 3 clusters
  Score: Raw -254694.560002 + Penalty 2614.503541 = -252080.056461
  nChanged 2
		SP:Iteration 22Q (182798.760000 sec): 3 clusters
  Score: Raw -254695.659682 + Penalty 2614.503541 = -252081.156141
  nChanged 5
		SP:Iteration 23Q (182798.940000 sec): 3 clusters
  Score: Raw -254697.547466 + Penalty 2614.503541 = -252083.043925
  nChanged 4
		SP:Iteration 24Q (182799.150000 sec): 3 clusters
  Score: Raw -254699.280795 + Penalty 2614.503541 = -252084.777254
  nChanged 6
		SP:Iteration 25Q (182799.320000 sec): 3 clusters
  Score: Raw -254701.354714 + Penalty 2614.503541 = -252086.851173
  nChanged 4
		SP:Iteration 26Q (182799.480000 sec): 3 clusters
  Score: Raw -254702.427391 + Penalty 2614.503541 = -252087.923850
  nChanged 3
		SP:Iteration 27Q (182799.640000 sec): 3 clusters
  Score: Raw -254703.534687 + Penalty 2614.503541 = -252089.031146
  nChanged 3
		SP:Iteration 28Q (182799.820000 sec): 3 clusters
  Score: Raw -254705.046928 + Penalty 2614.503541 = -252090.543387
  nChanged 3
		SP:Iteration 29Q (182800.020000 sec): 3 clusters
  Score: Raw -254706.061082 + Penalty 2614.503541 = -252091.557541
  nChanged 4
		SP:Iteration 30Q (182800.230000 sec): 3 clusters
  Score: Raw -254707.783547 + Penalty 2614.503541 = -252093.280006
  nChanged 6
		SP:Iteration 31Q (182800.460000 sec): 3 clusters
  Score: Raw -254709.860918 + Penalty 2614.503541 = -252095.357377
  nChanged 5
		SP:Iteration 32Q (182800.660000 sec): 3 clusters
  Score: Raw -254710.933827 + Penalty 2614.503541 = -252096.430287
  nChanged 3
		SP:Iteration 33Q (182800.810000 sec): 3 clusters
  Score: Raw -254711.896306 + Penalty 2614.503541 = -252097.392765
  nChanged 2
		SP:Iteration 34Q (182801.000000 sec): 3 clusters
  Score: Raw -254712.819935 + Penalty 2614.503541 = -252098.316394
  nChanged 4
		SP:Iteration 35Q (182801.180000 sec): 3 clusters
  Score: Raw -254715.662254 + Penalty 2614.503541 = -252101.158713
  nChanged 6
		SP:Iteration 36Q (182801.380000 sec): 3 clusters
  Score: Raw -254718.888040 + Penalty 2614.503541 = -252104.384499
  nChanged 6
		SP:Iteration 37Q (182801.590000 sec): 3 clusters
  Score: Raw -254720.937352 + Penalty 2614.503541 = -252106.433811
  nChanged 4
		SP:Iteration 38Q (182801.850000 sec): 3 clusters
  Score: Raw -254722.162403 + Penalty 2614.503541 = -252107.658862
  nChanged 3
		SP:Iteration 39Q (182802.050000 sec): 3 clusters
  Score: Raw -254723.362368 + Penalty 2614.503541 = -252108.858827
  nChanged 2
		SP:Iteration 40F (182802.240000 sec): 3 clusters
  Score: Raw -254725.117925 + Penalty 2614.503541 = -252110.614384
  nChanged 4
		SP:Iteration 41Q (182802.460000 sec): 3 clusters
  Score: Raw -254726.403233 + Penalty 2614.503541 = -252111.899692
  nChanged 3
		SP:Iteration 42Q (182802.660000 sec): 3 clusters
  Score: Raw -254727.293639 + Penalty 2614.503541 = -252112.790098
  nChanged 2
		SP:Iteration 43Q (182802.860000 sec): 3 clusters
  Score: Raw -254727.476789 + Penalty 2614.503541 = -252112.973248
  nChanged 1
		SP:Iteration 44Q (182803.010000 sec): 3 clusters
  Score: Raw -254727.668714 + Penalty 2614.503541 = -252113.165173
  nChanged 1
		SP:Iteration 45Q (182803.180000 sec): 3 clusters
  Score: Raw -254727.925927 + Penalty 2614.503541 = -252113.422386
  nChanged 1
		SP:Iteration 46Q (182803.380000 sec): 3 clusters
  Score: Raw -254728.206576 + Penalty 2614.503541 = -252113.703035
  nChanged 3
		SP:Iteration 47Q (182803.520000 sec): 3 clusters
  Score: Raw -254729.174624 + Penalty 2614.503541 = -252114.671083
  nChanged 1
		SP:Iteration 48Q (182803.730000 sec): 3 clusters
  Score: Raw -254729.335244 + Penalty 2614.503541 = -252114.831703
  nChanged 1
		SP:Iteration 49Q (182803.960000 sec): 3 clusters
  Score: Raw -254729.468616 + Penalty 2614.503541 = -252114.965075
  nChanged 0
		SP:Iteration 50F (182804.110000 sec): 3 clusters
  Score: Raw -254729.468616 + Penalty 2614.503541 = -252114.965075
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 13 (43183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182804.400000 sec): 2 clusters
  Score: Raw -3832433.465956 + Penalty 1734.395354 = -3830699.070602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182804.790000 sec): 3 clusters
  Score: Raw -3805207.273006 + Penalty 3468.790708 = -3801738.482298
  nChanged 20118
		SP:Iteration 1F (182805.140000 sec): 3 clusters
  Score: Raw -3816589.181714 + Penalty 3468.790708 = -3813120.391006
  nChanged 1566
		SP:Iteration 2Q (182805.520000 sec): 3 clusters
  Score: Raw -3817006.299356 + Penalty 3468.790708 = -3813537.508648
  nChanged 1654
		SP:Iteration 3Q (182805.880000 sec): 3 clusters
  Score: Raw -3817494.139228 + Penalty 3468.790708 = -3814025.348520
  nChanged 1785
		SP:Iteration 4Q (182806.270000 sec): 3 clusters
  Score: Raw -3818109.588726 + Penalty 3468.790708 = -3814640.798018
  nChanged 2017
		SP:Iteration 5Q (182806.710000 sec): 3 clusters
  Score: Raw -3818952.319041 + Penalty 3468.790708 = -3815483.528333
  nChanged 2380
		SP:Iteration 6F (182807.030000 sec): 3 clusters
  Score: Raw -3820193.828344 + Penalty 3468.790708 = -3816725.037636
  nChanged 2757
		SP:Iteration 7F (182807.390000 sec): 3 clusters
  Score: Raw -3821942.217921 + Penalty 3468.790708 = -3818473.427213
  nChanged 3069
		SP:Iteration 8F (182807.770000 sec): 3 clusters
  Score: Raw -3824233.336856 + Penalty 3468.790708 = -3820764.546148
  nChanged 2991
		SP:Iteration 9F (182808.170000 sec): 3 clusters
  Score: Raw -3826803.188026 + Penalty 3468.790708 = -3823334.397318
  nChanged 2663
		SP:Iteration 10F (182808.560000 sec): 3 clusters
  Score: Raw -3829295.635237 + Penalty 3468.790708 = -3825826.844529
  nChanged 1817
		SP:Iteration 11Q (182808.980000 sec): 3 clusters
  Score: Raw -3831042.802924 + Penalty 3468.790708 = -3827574.012216
  nChanged 984
		SP:Iteration 12Q (182809.380000 sec): 3 clusters
  Score: Raw -3831977.324309 + Penalty 3468.790708 = -3828508.533601
  nChanged 411
		SP:Iteration 13Q (182809.770000 sec): 3 clusters
  Score: Raw -3832361.732610 + Penalty 3468.790708 = -3828892.941902
  nChanged 169
		SP:Iteration 14Q (182810.210000 sec): 3 clusters
  Score: Raw -3832525.654392 + Penalty 3468.790708 = -3829056.863684
  nChanged 64
		SP:Iteration 15Q (182810.580000 sec): 3 clusters
  Score: Raw -3832589.776165 + Penalty 3468.790708 = -3829120.985457
  nChanged 44
		SP:Iteration 16Q (182810.960000 sec): 3 clusters
  Score: Raw -3832633.695503 + Penalty 3468.790708 = -3829164.904795
  nChanged 22
		SP:Iteration 17Q (182811.260000 sec): 3 clusters
  Score: Raw -3832658.628027 + Penalty 3468.790708 = -3829189.837319
  nChanged 12
		SP:Iteration 18Q (182811.620000 sec): 3 clusters
  Score: Raw -3832667.333256 + Penalty 3468.790708 = -3829198.542548
  nChanged 9
		SP:Iteration 19Q (182811.930000 sec): 3 clusters
  Score: Raw -3832675.037030 + Penalty 3468.790708 = -3829206.246322
  nChanged 6
		SP:Iteration 20F (182812.330000 sec): 3 clusters
  Score: Raw -3832678.978339 + Penalty 3468.790708 = -3829210.187631
  nChanged 1
		SP:Iteration 21Q (182812.700000 sec): 3 clusters
  Score: Raw -3832679.676173 + Penalty 3468.790708 = -3829210.885465
  nChanged 2
		SP:Iteration 22Q (182813.000000 sec): 3 clusters
  Score: Raw -3832681.314984 + Penalty 3468.790708 = -3829212.524276
  nChanged 1
		SP:Iteration 23Q (182813.370000 sec): 3 clusters
  Score: Raw -3832681.787848 + Penalty 3468.790708 = -3829212.997140
  nChanged 0
		SP:Iteration 24F (182813.700000 sec): 3 clusters
  Score: Raw -3832681.787848 + Penalty 3468.790708 = -3829212.997140
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 14 (7333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182813.860000 sec): 2 clusters
  Score: Raw -578399.721919 + Penalty 1446.272748 = -576953.449171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182814.100000 sec): 3 clusters
  Score: Raw -574442.650675 + Penalty 2892.545496 = -571550.105178
  nChanged 3047
		SP:Iteration 1F (182814.290000 sec): 3 clusters
  Score: Raw -576210.804271 + Penalty 2892.545496 = -573318.258774
  nChanged 588
		SP:Iteration 2F (182814.440000 sec): 3 clusters
  Score: Raw -576584.335079 + Penalty 2892.545496 = -573691.789582
  nChanged 482
		SP:Iteration 3F (182814.730000 sec): 3 clusters
  Score: Raw -576867.526153 + Penalty 2892.545496 = -573974.980657
  nChanged 414
		SP:Iteration 4F (182814.920000 sec): 3 clusters
  Score: Raw -577092.850760 + Penalty 2892.545496 = -574200.305264
  nChanged 358
		SP:Iteration 5Q (182815.150000 sec): 3 clusters
  Score: Raw -577286.453406 + Penalty 2892.545496 = -574393.907910
  nChanged 321
		SP:Iteration 6Q (182815.360000 sec): 3 clusters
  Score: Raw -577500.472665 + Penalty 2892.545496 = -574607.927169
  nChanged 328
		SP:Iteration 7Q (182815.560000 sec): 3 clusters
  Score: Raw -577720.713387 + Penalty 2892.545496 = -574828.167891
  nChanged 314
		SP:Iteration 8Q (182815.750000 sec): 3 clusters
  Score: Raw -577938.973288 + Penalty 2892.545496 = -575046.427792
  nChanged 317
		SP:Iteration 9Q (182816.000000 sec): 3 clusters
  Score: Raw -578182.855408 + Penalty 2892.545496 = -575290.309912
  nChanged 297
		SP:Iteration 10Q (182816.200000 sec): 3 clusters
  Score: Raw -578436.126821 + Penalty 2892.545496 = -575543.581325
  nChanged 269
		SP:Iteration 11Q (182816.400000 sec): 3 clusters
  Score: Raw -578668.804812 + Penalty 2892.545496 = -575776.259316
  nChanged 203
		SP:Iteration 12Q (182816.620000 sec): 3 clusters
  Score: Raw -578821.355894 + Penalty 2892.545496 = -575928.810398
  nChanged 161
		SP:Iteration 13Q (182816.840000 sec): 3 clusters
  Score: Raw -578906.305367 + Penalty 2892.545496 = -576013.759871
  nChanged 118
		SP:Iteration 14Q (182817.120000 sec): 3 clusters
  Score: Raw -578962.512227 + Penalty 2892.545496 = -576069.966731
  nChanged 86
		SP:Iteration 15Q (182817.330000 sec): 3 clusters
  Score: Raw -578998.154870 + Penalty 2892.545496 = -576105.609373
  nChanged 70
		SP:Iteration 16Q (182817.560000 sec): 3 clusters
  Score: Raw -579020.940719 + Penalty 2892.545496 = -576128.395223
  nChanged 56
		SP:Iteration 17Q (182817.780000 sec): 3 clusters
  Score: Raw -579037.652897 + Penalty 2892.545496 = -576145.107401
  nChanged 39
		SP:Iteration 18Q (182818.030000 sec): 3 clusters
  Score: Raw -579049.253817 + Penalty 2892.545496 = -576156.708321
  nChanged 42
		SP:Iteration 19Q (182818.270000 sec): 3 clusters
  Score: Raw -579061.971461 + Penalty 2892.545496 = -576169.425965
  nChanged 41
		SP:Iteration 20F (182818.500000 sec): 3 clusters
  Score: Raw -579071.686033 + Penalty 2892.545496 = -576179.140537
  nChanged 34
		SP:Iteration 21Q (182818.690000 sec): 3 clusters
  Score: Raw -579080.656386 + Penalty 2892.545496 = -576188.110890
  nChanged 37
		SP:Iteration 22Q (182818.930000 sec): 3 clusters
  Score: Raw -579091.048432 + Penalty 2892.545496 = -576198.502936
  nChanged 38
		SP:Iteration 23Q (182819.110000 sec): 3 clusters
  Score: Raw -579101.354177 + Penalty 2892.545496 = -576208.808681
  nChanged 37
		SP:Iteration 24Q (182819.310000 sec): 3 clusters
  Score: Raw -579113.147953 + Penalty 2892.545496 = -576220.602456
  nChanged 36
		SP:Iteration 25Q (182819.490000 sec): 3 clusters
  Score: Raw -579124.673297 + Penalty 2892.545496 = -576232.127801
  nChanged 37
		SP:Iteration 26Q (182819.710000 sec): 3 clusters
  Score: Raw -579137.770557 + Penalty 2892.545496 = -576245.225061
  nChanged 36
		SP:Iteration 27Q (182819.920000 sec): 3 clusters
  Score: Raw -579148.692716 + Penalty 2892.545496 = -576256.147220
  nChanged 33
		SP:Iteration 28Q (182820.100000 sec): 3 clusters
  Score: Raw -579160.269806 + Penalty 2892.545496 = -576267.724310
  nChanged 33
		SP:Iteration 29Q (182820.310000 sec): 3 clusters
  Score: Raw -579172.578893 + Penalty 2892.545496 = -576280.033397
  nChanged 39
		SP:Iteration 30Q (182820.520000 sec): 3 clusters
  Score: Raw -579186.545157 + Penalty 2892.545496 = -576293.999661
  nChanged 41
		SP:Iteration 31Q (182820.770000 sec): 3 clusters
  Score: Raw -579202.111279 + Penalty 2892.545496 = -576309.565783
  nChanged 36
		SP:Iteration 32Q (182820.940000 sec): 3 clusters
  Score: Raw -579212.668445 + Penalty 2892.545496 = -576320.122949
  nChanged 23
		SP:Iteration 33Q (182821.150000 sec): 3 clusters
  Score: Raw -579220.273571 + Penalty 2892.545496 = -576327.728075
  nChanged 28
		SP:Iteration 34Q (182821.400000 sec): 3 clusters
  Score: Raw -579229.147105 + Penalty 2892.545496 = -576336.601609
  nChanged 24
		SP:Iteration 35Q (182821.650000 sec): 3 clusters
  Score: Raw -579236.877514 + Penalty 2892.545496 = -576344.332018
  nChanged 25
		SP:Iteration 36Q (182821.870000 sec): 3 clusters
  Score: Raw -579243.881295 + Penalty 2892.545496 = -576351.335798
  nChanged 16
		SP:Iteration 37Q (182822.090000 sec): 3 clusters
  Score: Raw -579247.590102 + Penalty 2892.545496 = -576355.044606
  nChanged 12
		SP:Iteration 38Q (182822.300000 sec): 3 clusters
  Score: Raw -579250.958681 + Penalty 2892.545496 = -576358.413185
  nChanged 13
		SP:Iteration 39Q (182822.490000 sec): 3 clusters
  Score: Raw -579254.096238 + Penalty 2892.545496 = -576361.550742
  nChanged 9
		SP:Iteration 40F (182822.730000 sec): 3 clusters
  Score: Raw -579255.877574 + Penalty 2892.545496 = -576363.332078
  nChanged 10
		SP:Iteration 41Q (182823.000000 sec): 3 clusters
  Score: Raw -579257.505160 + Penalty 2892.545496 = -576364.959664
  nChanged 7
		SP:Iteration 42Q (182823.230000 sec): 3 clusters
  Score: Raw -579258.542405 + Penalty 2892.545496 = -576365.996908
  nChanged 11
		SP:Iteration 43Q (182823.450000 sec): 3 clusters
  Score: Raw -579260.242502 + Penalty 2892.545496 = -576367.697006
  nChanged 7
		SP:Iteration 44Q (182823.650000 sec): 3 clusters
  Score: Raw -579261.275822 + Penalty 2892.545496 = -576368.730326
  nChanged 7
		SP:Iteration 45Q (182823.890000 sec): 3 clusters
  Score: Raw -579261.987242 + Penalty 2892.545496 = -576369.441746
  nChanged 4
		SP:Iteration 46Q (182824.140000 sec): 3 clusters
  Score: Raw -579263.031947 + Penalty 2892.545496 = -576370.486451
  nChanged 4
		SP:Iteration 47Q (182824.360000 sec): 3 clusters
  Score: Raw -579263.980973 + Penalty 2892.545496 = -576371.435477
  nChanged 10
		SP:Iteration 48Q (182824.580000 sec): 3 clusters
  Score: Raw -579265.983471 + Penalty 2892.545496 = -576373.437975
  nChanged 10
		SP:Iteration 49Q (182824.820000 sec): 3 clusters
  Score: Raw -579268.142736 + Penalty 2892.545496 = -576375.597239
  nChanged 15
		SP:Iteration 50Q (182825.070000 sec): 3 clusters
  Score: Raw -579271.330590 + Penalty 2892.545496 = -576378.785094
  nChanged 11
		SP:Iteration 51Q (182825.260000 sec): 3 clusters
  Score: Raw -579273.294446 + Penalty 2892.545496 = -576380.748950
  nChanged 12
		SP:Iteration 52Q (182825.510000 sec): 3 clusters
  Score: Raw -579275.809091 + Penalty 2892.545496 = -576383.263595
  nChanged 15
		SP:Iteration 53Q (182825.710000 sec): 3 clusters
  Score: Raw -579278.122411 + Penalty 2892.545496 = -576385.576915
  nChanged 9
		SP:Iteration 54Q (182825.930000 sec): 3 clusters
  Score: Raw -579279.771944 + Penalty 2892.545496 = -576387.226448
  nChanged 8
		SP:Iteration 55Q (182826.120000 sec): 3 clusters
  Score: Raw -579281.142181 + Penalty 2892.545496 = -576388.596685
  nChanged 8
		SP:Iteration 56Q (182826.340000 sec): 3 clusters
  Score: Raw -579282.441126 + Penalty 2892.545496 = -576389.895630
  nChanged 5
		SP:Iteration 57Q (182826.570000 sec): 3 clusters
  Score: Raw -579283.415202 + Penalty 2892.545496 = -576390.869706
  nChanged 5
		SP:Iteration 58Q (182826.820000 sec): 3 clusters
  Score: Raw -579284.360920 + Penalty 2892.545496 = -576391.815424
  nChanged 7
		SP:Iteration 59Q (182827.030000 sec): 3 clusters
  Score: Raw -579286.049960 + Penalty 2892.545496 = -576393.504464
  nChanged 11
		SP:Iteration 60F (182827.240000 sec): 3 clusters
  Score: Raw -579288.750298 + Penalty 2892.545496 = -576396.204802
  nChanged 14
		SP:Iteration 61Q (182827.460000 sec): 3 clusters
  Score: Raw -579291.726668 + Penalty 2892.545496 = -576399.181172
  nChanged 10
		SP:Iteration 62Q (182827.650000 sec): 3 clusters
  Score: Raw -579294.037260 + Penalty 2892.545496 = -576401.491764
  nChanged 5
		SP:Iteration 63Q (182827.830000 sec): 3 clusters
  Score: Raw -579294.998037 + Penalty 2892.545496 = -576402.452541
  nChanged 5
		SP:Iteration 64Q (182828.060000 sec): 3 clusters
  Score: Raw -579295.810378 + Penalty 2892.545496 = -576403.264881
  nChanged 6
		SP:Iteration 65Q (182828.290000 sec): 3 clusters
  Score: Raw -579297.119591 + Penalty 2892.545496 = -576404.574095
  nChanged 7
		SP:Iteration 66Q (182828.490000 sec): 3 clusters
  Score: Raw -579298.355714 + Penalty 2892.545496 = -576405.810218
  nChanged 9
		SP:Iteration 67Q (182828.740000 sec): 3 clusters
  Score: Raw -579300.328979 + Penalty 2892.545496 = -576407.783483
  nChanged 13
		SP:Iteration 68Q (182828.960000 sec): 3 clusters
  Score: Raw -579303.206192 + Penalty 2892.545496 = -576410.660696
  nChanged 9
		SP:Iteration 69Q (182829.150000 sec): 3 clusters
  Score: Raw -579305.232767 + Penalty 2892.545496 = -576412.687271
  nChanged 10
		SP:Iteration 70Q (182829.400000 sec): 3 clusters
  Score: Raw -579308.036831 + Penalty 2892.545496 = -576415.491335
  nChanged 6
		SP:Iteration 71Q (182829.570000 sec): 3 clusters
  Score: Raw -579309.466192 + Penalty 2892.545496 = -576416.920696
  nChanged 6
		SP:Iteration 72Q (182829.750000 sec): 3 clusters
  Score: Raw -579310.544527 + Penalty 2892.545496 = -576417.999031
  nChanged 7
		SP:Iteration 73Q (182829.970000 sec): 3 clusters
  Score: Raw -579311.214286 + Penalty 2892.545496 = -576418.668789
  nChanged 4
		SP:Iteration 74Q (182830.220000 sec): 3 clusters
  Score: Raw -579311.754469 + Penalty 2892.545496 = -576419.208973
  nChanged 2
		SP:Iteration 75Q (182830.390000 sec): 3 clusters
  Score: Raw -579311.964782 + Penalty 2892.545496 = -576419.419286
  nChanged 3
		SP:Iteration 76Q (182830.590000 sec): 3 clusters
  Score: Raw -579312.492177 + Penalty 2892.545496 = -576419.946681
  nChanged 2
		SP:Iteration 77Q (182830.780000 sec): 3 clusters
  Score: Raw -579313.316907 + Penalty 2892.545496 = -576420.771411
  nChanged 5
		SP:Iteration 78Q (182831.010000 sec): 3 clusters
  Score: Raw -579313.974877 + Penalty 2892.545496 = -576421.429381
  nChanged 2
		SP:Iteration 79Q (182831.200000 sec): 3 clusters
  Score: Raw -579314.151503 + Penalty 2892.545496 = -576421.606007
  nChanged 2
		SP:Iteration 80F (182831.420000 sec): 3 clusters
  Score: Raw -579314.498352 + Penalty 2892.545496 = -576421.952856
  nChanged 1
		SP:Iteration 81Q (182831.610000 sec): 3 clusters
  Score: Raw -579314.690313 + Penalty 2892.545496 = -576422.144816
  nChanged 3
		SP:Iteration 82Q (182831.850000 sec): 3 clusters
  Score: Raw -579315.246816 + Penalty 2892.545496 = -576422.701320
  nChanged 4
		SP:Iteration 83Q (182832.020000 sec): 3 clusters
  Score: Raw -579315.697997 + Penalty 2892.545496 = -576423.152501
  nChanged 3
		SP:Iteration 84Q (182832.250000 sec): 3 clusters
  Score: Raw -579316.232450 + Penalty 2892.545496 = -576423.686953
  nChanged 2
		SP:Iteration 85Q (182832.430000 sec): 3 clusters
  Score: Raw -579316.593326 + Penalty 2892.545496 = -576424.047829
  nChanged 1
		SP:Iteration 86Q (182832.670000 sec): 3 clusters
  Score: Raw -579316.748189 + Penalty 2892.545496 = -576424.202693
  nChanged 2
		SP:Iteration 87Q (182832.900000 sec): 3 clusters
  Score: Raw -579317.012880 + Penalty 2892.545496 = -576424.467384
  nChanged 1
		SP:Iteration 88Q (182833.090000 sec): 3 clusters
  Score: Raw -579317.068999 + Penalty 2892.545496 = -576424.523503
  nChanged 0
		SP:Iteration 89F (182833.350000 sec): 3 clusters
  Score: Raw -579317.068999 + Penalty 2892.545496 = -576424.523503
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 15 (7660 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182833.440000 sec): 2 clusters
  Score: Raw -685057.666529 + Penalty 1453.362180 = -683604.304349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182833.690000 sec): 3 clusters
  Score: Raw -680855.676056 + Penalty 2906.724360 = -677948.951695
  nChanged 3249
		SP:Iteration 1F (182833.890000 sec): 3 clusters
  Score: Raw -682515.860488 + Penalty 2906.724360 = -679609.136127
  nChanged 448
		SP:Iteration 2F (182834.110000 sec): 3 clusters
  Score: Raw -682693.574280 + Penalty 2906.724360 = -679786.849920
  nChanged 368
		SP:Iteration 3Q (182834.360000 sec): 3 clusters
  Score: Raw -682819.972415 + Penalty 2906.724360 = -679913.248055
  nChanged 276
		SP:Iteration 4Q (182834.620000 sec): 3 clusters
  Score: Raw -682904.346400 + Penalty 2906.724360 = -679997.622040
  nChanged 219
		SP:Iteration 5Q (182834.850000 sec): 3 clusters
  Score: Raw -682980.960337 + Penalty 2906.724360 = -680074.235977
  nChanged 235
		SP:Iteration 6Q (182835.070000 sec): 3 clusters
  Score: Raw -683077.270035 + Penalty 2906.724360 = -680170.545675
  nChanged 248
		SP:Iteration 7Q (182835.330000 sec): 3 clusters
  Score: Raw -683186.903643 + Penalty 2906.724360 = -680280.179282
  nChanged 267
		SP:Iteration 8Q (182835.530000 sec): 3 clusters
  Score: Raw -683288.003152 + Penalty 2906.724360 = -680381.278791
  nChanged 249
		SP:Iteration 9Q (182835.740000 sec): 3 clusters
  Score: Raw -683387.110002 + Penalty 2906.724360 = -680480.385642
  nChanged 223
		SP:Iteration 10Q (182836.000000 sec): 3 clusters
  Score: Raw -683485.078901 + Penalty 2906.724360 = -680578.354540
  nChanged 234
		SP:Iteration 11Q (182836.210000 sec): 3 clusters
  Score: Raw -683591.473130 + Penalty 2906.724360 = -680684.748769
  nChanged 263
		SP:Iteration 12Q (182836.430000 sec): 3 clusters
  Score: Raw -683728.377790 + Penalty 2906.724360 = -680821.653430
  nChanged 264
		SP:Iteration 13Q (182836.640000 sec): 3 clusters
  Score: Raw -683876.283069 + Penalty 2906.724360 = -680969.558709
  nChanged 237
		SP:Iteration 14Q (182836.890000 sec): 3 clusters
  Score: Raw -684037.488203 + Penalty 2906.724360 = -681130.763843
  nChanged 252
		SP:Iteration 15Q (182837.070000 sec): 3 clusters
  Score: Raw -684235.890885 + Penalty 2906.724360 = -681329.166525
  nChanged 253
		SP:Iteration 16Q (182837.330000 sec): 3 clusters
  Score: Raw -684450.584453 + Penalty 2906.724360 = -681543.860093
  nChanged 198
		SP:Iteration 17Q (182837.560000 sec): 3 clusters
  Score: Raw -684600.301435 + Penalty 2906.724360 = -681693.577075
  nChanged 160
		SP:Iteration 18Q (182837.770000 sec): 3 clusters
  Score: Raw -684714.554613 + Penalty 2906.724360 = -681807.830253
  nChanged 141
		SP:Iteration 19Q (182837.970000 sec): 3 clusters
  Score: Raw -684805.967466 + Penalty 2906.724360 = -681899.243106
  nChanged 114
		SP:Iteration 20F (182838.190000 sec): 3 clusters
  Score: Raw -684878.159754 + Penalty 2906.724360 = -681971.435394
  nChanged 101
		SP:Iteration 21Q (182838.360000 sec): 3 clusters
  Score: Raw -684945.996432 + Penalty 2906.724360 = -682039.272072
  nChanged 73
		SP:Iteration 22Q (182838.590000 sec): 3 clusters
  Score: Raw -684996.124145 + Penalty 2906.724360 = -682089.399785
  nChanged 69
		SP:Iteration 23Q (182838.800000 sec): 3 clusters
  Score: Raw -685039.565080 + Penalty 2906.724360 = -682132.840720
  nChanged 63
		SP:Iteration 24Q (182838.990000 sec): 3 clusters
  Score: Raw -685082.553128 + Penalty 2906.724360 = -682175.828768
  nChanged 61
		SP:Iteration 25Q (182839.170000 sec): 3 clusters
  Score: Raw -685130.671664 + Penalty 2906.724360 = -682223.947303
  nChanged 55
		SP:Iteration 26Q (182839.410000 sec): 3 clusters
  Score: Raw -685176.872771 + Penalty 2906.724360 = -682270.148410
  nChanged 47
		SP:Iteration 27Q (182839.590000 sec): 3 clusters
  Score: Raw -685207.321819 + Penalty 2906.724360 = -682300.597459
  nChanged 44
		SP:Iteration 28Q (182839.770000 sec): 3 clusters
  Score: Raw -685230.042586 + Penalty 2906.724360 = -682323.318226
  nChanged 36
		SP:Iteration 29Q (182840.000000 sec): 3 clusters
  Score: Raw -685247.639943 + Penalty 2906.724360 = -682340.915582
  nChanged 23
		SP:Iteration 30Q (182840.210000 sec): 3 clusters
  Score: Raw -685260.268416 + Penalty 2906.724360 = -682353.544055
  nChanged 21
		SP:Iteration 31Q (182840.450000 sec): 3 clusters
  Score: Raw -685267.205144 + Penalty 2906.724360 = -682360.480784
  nChanged 11
		SP:Iteration 32Q (182840.620000 sec): 3 clusters
  Score: Raw -685271.279336 + Penalty 2906.724360 = -682364.554975
  nChanged 12
		SP:Iteration 33Q (182840.810000 sec): 3 clusters
  Score: Raw -685275.818361 + Penalty 2906.724360 = -682369.094001
  nChanged 9
		SP:Iteration 34Q (182841.040000 sec): 3 clusters
  Score: Raw -685281.210212 + Penalty 2906.724360 = -682374.485852
  nChanged 10
		SP:Iteration 35Q (182841.290000 sec): 3 clusters
  Score: Raw -685289.047030 + Penalty 2906.724360 = -682382.322669
  nChanged 9
		SP:Iteration 36Q (182841.490000 sec): 3 clusters
  Score: Raw -685293.254720 + Penalty 2906.724360 = -682386.530359
  nChanged 9
		SP:Iteration 37Q (182841.700000 sec): 3 clusters
  Score: Raw -685296.953112 + Penalty 2906.724360 = -682390.228751
  nChanged 4
		SP:Iteration 38Q (182841.940000 sec): 3 clusters
  Score: Raw -685299.134404 + Penalty 2906.724360 = -682392.410044
  nChanged 3
		SP:Iteration 39Q (182842.150000 sec): 3 clusters
  Score: Raw -685300.242580 + Penalty 2906.724360 = -682393.518219
  nChanged 3
		SP:Iteration 40F (182842.310000 sec): 3 clusters
  Score: Raw -685302.073312 + Penalty 2906.724360 = -682395.348952
  nChanged 5
		SP:Iteration 41Q (182842.510000 sec): 3 clusters
  Score: Raw -685304.124514 + Penalty 2906.724360 = -682397.400153
  nChanged 5
		SP:Iteration 42Q (182842.720000 sec): 3 clusters
  Score: Raw -685306.012387 + Penalty 2906.724360 = -682399.288027
  nChanged 1
		SP:Iteration 43Q (182842.950000 sec): 3 clusters
  Score: Raw -685306.636572 + Penalty 2906.724360 = -682399.912211
  nChanged 1
		SP:Iteration 44Q (182843.160000 sec): 3 clusters
  Score: Raw -685306.917896 + Penalty 2906.724360 = -682400.193536
  nChanged 0
		SP:Iteration 45F (182843.350000 sec): 3 clusters
  Score: Raw -685306.917896 + Penalty 2906.724360 = -682400.193536
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 16 (181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182843.450000 sec): 2 clusters
  Score: Raw -12203.483227 + Penalty 844.755768 = -11358.727459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182843.610000 sec): 3 clusters
  Score: Raw -12293.517845 + Penalty 1689.511535 = -10604.006310
  nChanged 17
		SP:Iteration 1F (182843.810000 sec): 3 clusters
  Score: Raw -12365.423972 + Penalty 1689.511535 = -10675.912437
  nChanged 6
		SP:Iteration 2Q (182844.000000 sec): 3 clusters
  Score: Raw -12392.720283 + Penalty 1689.511535 = -10703.208748
  nChanged 4
		SP:Iteration 3Q (182844.170000 sec): 3 clusters
  Score: Raw -12402.060223 + Penalty 1689.511535 = -10712.548688
  nChanged 4
		SP:Iteration 4Q (182844.350000 sec): 3 clusters
  Score: Raw -12413.567527 + Penalty 1689.511535 = -10724.055992
  nChanged 2
		SP:Iteration 5Q (182844.490000 sec): 3 clusters
  Score: Raw -12417.757633 + Penalty 1689.511535 = -10728.246098
  nChanged 1
		SP:Iteration 6Q (182844.630000 sec): 3 clusters
  Score: Raw -12422.232217 + Penalty 1689.511535 = -10732.720682
  nChanged 2
		SP:Iteration 7Q (182844.830000 sec): 3 clusters
  Score: Raw -12432.229033 + Penalty 1689.511535 = -10742.717498
  nChanged 2
		SP:Iteration 8Q (182845.030000 sec): 3 clusters
  Score: Raw -12440.860649 + Penalty 1689.511535 = -10751.349114
  nChanged 2
		SP:Iteration 9Q (182845.200000 sec): 3 clusters
  Score: Raw -12447.274326 + Penalty 1689.511535 = -10757.762791
  nChanged 1
		SP:Iteration 10Q (182845.410000 sec): 3 clusters
  Score: Raw -12461.578354 + Penalty 1689.511535 = -10772.066818
  nChanged 2
		SP:Iteration 11Q (182845.610000 sec): 3 clusters
  Score: Raw -12475.219772 + Penalty 1689.511535 = -10785.708237
  nChanged 1
		SP:Iteration 12Q (182845.790000 sec): 3 clusters
  Score: Raw -12480.631343 + Penalty 1689.511535 = -10791.119807
  nChanged 0
		SP:Iteration 13F (182845.980000 sec): 3 clusters
  Score: Raw -12480.631343 + Penalty 1689.511535 = -10791.119807
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 17 (11172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182846.080000 sec): 2 clusters
  Score: Raw -941549.588945 + Penalty 1514.689463 = -940034.899482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182846.370000 sec): 3 clusters
  Score: Raw -935115.765449 + Penalty 3029.378926 = -932086.386523
  nChanged 4848
		SP:Iteration 1F (182846.580000 sec): 3 clusters
  Score: Raw -937749.019862 + Penalty 3029.378926 = -934719.640935
  nChanged 611
		SP:Iteration 2F (182846.840000 sec): 3 clusters
  Score: Raw -938014.830474 + Penalty 3029.378926 = -934985.451548
  nChanged 581
		SP:Iteration 3F (182847.090000 sec): 3 clusters
  Score: Raw -938265.472633 + Penalty 3029.378926 = -935236.093706
  nChanged 568
		SP:Iteration 4F (182847.350000 sec): 3 clusters
  Score: Raw -938518.944745 + Penalty 3029.378926 = -935489.565819
  nChanged 575
		SP:Iteration 5F (182847.570000 sec): 3 clusters
  Score: Raw -938810.440459 + Penalty 3029.378926 = -935781.061533
  nChanged 590
		SP:Iteration 6F (182847.820000 sec): 3 clusters
  Score: Raw -939130.781661 + Penalty 3029.378926 = -936101.402734
  nChanged 578
		SP:Iteration 7F (182848.070000 sec): 3 clusters
  Score: Raw -939432.524375 + Penalty 3029.378926 = -936403.145449
  nChanged 550
		SP:Iteration 8Q (182848.290000 sec): 3 clusters
  Score: Raw -939722.387251 + Penalty 3029.378926 = -936693.008325
  nChanged 513
		SP:Iteration 9Q (182848.550000 sec): 3 clusters
  Score: Raw -940003.184489 + Penalty 3029.378926 = -936973.805562
  nChanged 470
		SP:Iteration 10Q (182848.790000 sec): 3 clusters
  Score: Raw -940255.267827 + Penalty 3029.378926 = -937225.888901
  nChanged 416
		SP:Iteration 11Q (182849.040000 sec): 3 clusters
  Score: Raw -940480.319096 + Penalty 3029.378926 = -937450.940170
  nChanged 361
		SP:Iteration 12Q (182849.240000 sec): 3 clusters
  Score: Raw -940677.968841 + Penalty 3029.378926 = -937648.589914
  nChanged 302
		SP:Iteration 13Q (182849.490000 sec): 3 clusters
  Score: Raw -940820.239539 + Penalty 3029.378926 = -937790.860613
  nChanged 222
		SP:Iteration 14Q (182849.730000 sec): 3 clusters
  Score: Raw -940915.384452 + Penalty 3029.378926 = -937886.005525
  nChanged 184
		SP:Iteration 15Q (182849.940000 sec): 3 clusters
  Score: Raw -940986.526794 + Penalty 3029.378926 = -937957.147868
  nChanged 156
		SP:Iteration 16Q (182850.200000 sec): 3 clusters
  Score: Raw -941048.396271 + Penalty 3029.378926 = -938019.017344
  nChanged 147
		SP:Iteration 17Q (182850.420000 sec): 3 clusters
  Score: Raw -941105.320014 + Penalty 3029.378926 = -938075.941087
  nChanged 110
		SP:Iteration 18Q (182850.670000 sec): 3 clusters
  Score: Raw -941143.971127 + Penalty 3029.378926 = -938114.592201
  nChanged 98
		SP:Iteration 19Q (182850.950000 sec): 3 clusters
  Score: Raw -941181.416968 + Penalty 3029.378926 = -938152.038042
  nChanged 103
		SP:Iteration 20F (182851.150000 sec): 3 clusters
  Score: Raw -941219.436278 + Penalty 3029.378926 = -938190.057351
  nChanged 96
		SP:Iteration 21Q (182851.360000 sec): 3 clusters
  Score: Raw -941257.985094 + Penalty 3029.378926 = -938228.606167
  nChanged 99
		SP:Iteration 22Q (182851.620000 sec): 3 clusters
  Score: Raw -941305.381632 + Penalty 3029.378926 = -938276.002706
  nChanged 104
		SP:Iteration 23Q (182851.850000 sec): 3 clusters
  Score: Raw -941361.206330 + Penalty 3029.378926 = -938331.827404
  nChanged 90
		SP:Iteration 24Q (182852.140000 sec): 3 clusters
  Score: Raw -941411.429802 + Penalty 3029.378926 = -938382.050875
  nChanged 88
		SP:Iteration 25Q (182852.350000 sec): 3 clusters
  Score: Raw -941460.611074 + Penalty 3029.378926 = -938431.232147
  nChanged 82
		SP:Iteration 26Q (182852.610000 sec): 3 clusters
  Score: Raw -941501.342942 + Penalty 3029.378926 = -938471.964015
  nChanged 64
		SP:Iteration 27Q (182852.810000 sec): 3 clusters
  Score: Raw -941532.906512 + Penalty 3029.378926 = -938503.527586
  nChanged 56
		SP:Iteration 28Q (182853.020000 sec): 3 clusters
  Score: Raw -941557.870082 + Penalty 3029.378926 = -938528.491155
  nChanged 52
		SP:Iteration 29Q (182853.230000 sec): 3 clusters
  Score: Raw -941583.177833 + Penalty 3029.378926 = -938553.798907
  nChanged 52
		SP:Iteration 30Q (182853.440000 sec): 3 clusters
  Score: Raw -941606.734581 + Penalty 3029.378926 = -938577.355655
  nChanged 41
		SP:Iteration 31Q (182853.710000 sec): 3 clusters
  Score: Raw -941626.527015 + Penalty 3029.378926 = -938597.148088
  nChanged 30
		SP:Iteration 32Q (182853.890000 sec): 3 clusters
  Score: Raw -941645.698240 + Penalty 3029.378926 = -938616.319314
  nChanged 31
		SP:Iteration 33Q (182854.190000 sec): 3 clusters
  Score: Raw -941662.763956 + Penalty 3029.378926 = -938633.385030
  nChanged 27
		SP:Iteration 34Q (182854.410000 sec): 3 clusters
  Score: Raw -941675.554355 + Penalty 3029.378926 = -938646.175428
  nChanged 20
		SP:Iteration 35Q (182854.640000 sec): 3 clusters
  Score: Raw -941684.976478 + Penalty 3029.378926 = -938655.597551
  nChanged 16
		SP:Iteration 36Q (182854.870000 sec): 3 clusters
  Score: Raw -941690.412072 + Penalty 3029.378926 = -938661.033146
  nChanged 11
		SP:Iteration 37Q (182855.120000 sec): 3 clusters
  Score: Raw -941695.760166 + Penalty 3029.378926 = -938666.381239
  nChanged 11
		SP:Iteration 38Q (182855.370000 sec): 3 clusters
  Score: Raw -941700.975560 + Penalty 3029.378926 = -938671.596634
  nChanged 13
		SP:Iteration 39Q (182855.660000 sec): 3 clusters
  Score: Raw -941708.462586 + Penalty 3029.378926 = -938679.083659
  nChanged 14
		SP:Iteration 40F (182855.900000 sec): 3 clusters
  Score: Raw -941716.410707 + Penalty 3029.378926 = -938687.031780
  nChanged 16
		SP:Iteration 41Q (182856.120000 sec): 3 clusters
  Score: Raw -941724.181894 + Penalty 3029.378926 = -938694.802968
  nChanged 15
		SP:Iteration 42Q (182856.350000 sec): 3 clusters
  Score: Raw -941731.599908 + Penalty 3029.378926 = -938702.220982
  nChanged 11
		SP:Iteration 43Q (182856.600000 sec): 3 clusters
  Score: Raw -941735.667847 + Penalty 3029.378926 = -938706.288920
  nChanged 8
		SP:Iteration 44Q (182856.830000 sec): 3 clusters
  Score: Raw -941738.773817 + Penalty 3029.378926 = -938709.394891
  nChanged 5
		SP:Iteration 45Q (182857.120000 sec): 3 clusters
  Score: Raw -941741.218600 + Penalty 3029.378926 = -938711.839674
  nChanged 4
		SP:Iteration 46Q (182857.330000 sec): 3 clusters
  Score: Raw -941743.474596 + Penalty 3029.378926 = -938714.095669
  nChanged 8
		SP:Iteration 47Q (182857.600000 sec): 3 clusters
  Score: Raw -941748.327530 + Penalty 3029.378926 = -938718.948604
  nChanged 6
		SP:Iteration 48Q (182857.870000 sec): 3 clusters
  Score: Raw -941750.252616 + Penalty 3029.378926 = -938720.873689
  nChanged 9
		SP:Iteration 49Q (182858.100000 sec): 3 clusters
  Score: Raw -941755.372985 + Penalty 3029.378926 = -938725.994058
  nChanged 6
		SP:Iteration 50Q (182858.360000 sec): 3 clusters
  Score: Raw -941760.368733 + Penalty 3029.378926 = -938730.989807
  nChanged 10
		SP:Iteration 51Q (182858.530000 sec): 3 clusters
  Score: Raw -941766.946837 + Penalty 3029.378926 = -938737.567911
  nChanged 10
		SP:Iteration 52Q (182858.680000 sec): 3 clusters
  Score: Raw -941772.000899 + Penalty 3029.378926 = -938742.621972
  nChanged 7
		SP:Iteration 53Q (182858.870000 sec): 3 clusters
  Score: Raw -941774.734047 + Penalty 3029.378926 = -938745.355121
  nChanged 3
		SP:Iteration 54Q (182859.110000 sec): 3 clusters
  Score: Raw -941775.938180 + Penalty 3029.378926 = -938746.559254
  nChanged 4
		SP:Iteration 55Q (182859.370000 sec): 3 clusters
  Score: Raw -941777.606688 + Penalty 3029.378926 = -938748.227762
  nChanged 5
		SP:Iteration 56Q (182859.600000 sec): 3 clusters
  Score: Raw -941779.560294 + Penalty 3029.378926 = -938750.181368
  nChanged 1
		SP:Iteration 57Q (182859.800000 sec): 3 clusters
  Score: Raw -941780.147940 + Penalty 3029.378926 = -938750.769013
  nChanged 1
		SP:Iteration 58Q (182859.980000 sec): 3 clusters
  Score: Raw -941780.546250 + Penalty 3029.378926 = -938751.167324
  nChanged 1
		SP:Iteration 59Q (182860.220000 sec): 3 clusters
  Score: Raw -941780.994944 + Penalty 3029.378926 = -938751.616018
  nChanged 0
		SP:Iteration 60F (182860.450000 sec): 3 clusters
  Score: Raw -941780.994944 + Penalty 3029.378926 = -938751.616018
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 18 (8892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182860.570000 sec): 2 clusters
  Score: Raw -687758.860909 + Penalty 1477.597432 = -686281.263477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182860.800000 sec): 3 clusters
  Score: Raw -682774.380173 + Penalty 2955.194864 = -679819.185308
  nChanged 3796
		SP:Iteration 1F (182861.060000 sec): 3 clusters
  Score: Raw -684868.222696 + Penalty 2955.194864 = -681913.027831
  nChanged 682
		SP:Iteration 2F (182861.260000 sec): 3 clusters
  Score: Raw -685291.367877 + Penalty 2955.194864 = -682336.173012
  nChanged 604
		SP:Iteration 3F (182861.500000 sec): 3 clusters
  Score: Raw -685653.729537 + Penalty 2955.194864 = -682698.534673
  nChanged 481
		SP:Iteration 4F (182861.720000 sec): 3 clusters
  Score: Raw -685902.003803 + Penalty 2955.194864 = -682946.808939
  nChanged 442
		SP:Iteration 5Q (182861.970000 sec): 3 clusters
  Score: Raw -686110.802594 + Penalty 2955.194864 = -683155.607729
  nChanged 357
		SP:Iteration 6Q (182862.210000 sec): 3 clusters
  Score: Raw -686297.211782 + Penalty 2955.194864 = -683342.016918
  nChanged 364
		SP:Iteration 7Q (182862.450000 sec): 3 clusters
  Score: Raw -686474.431020 + Penalty 2955.194864 = -683519.236155
  nChanged 301
		SP:Iteration 8Q (182862.650000 sec): 3 clusters
  Score: Raw -686602.694227 + Penalty 2955.194864 = -683647.499363
  nChanged 251
		SP:Iteration 9Q (182862.870000 sec): 3 clusters
  Score: Raw -686720.954670 + Penalty 2955.194864 = -683765.759805
  nChanged 253
		SP:Iteration 10Q (182863.060000 sec): 3 clusters
  Score: Raw -686833.931885 + Penalty 2955.194864 = -683878.737021
  nChanged 247
		SP:Iteration 11Q (182863.290000 sec): 3 clusters
  Score: Raw -686960.779305 + Penalty 2955.194864 = -684005.584441
  nChanged 240
		SP:Iteration 12Q (182863.530000 sec): 3 clusters
  Score: Raw -687086.808996 + Penalty 2955.194864 = -684131.614132
  nChanged 231
		SP:Iteration 13Q (182863.740000 sec): 3 clusters
  Score: Raw -687218.177420 + Penalty 2955.194864 = -684262.982555
  nChanged 216
		SP:Iteration 14Q (182863.940000 sec): 3 clusters
  Score: Raw -687326.553658 + Penalty 2955.194864 = -684371.358793
  nChanged 194
		SP:Iteration 15Q (182864.190000 sec): 3 clusters
  Score: Raw -687431.044244 + Penalty 2955.194864 = -684475.849380
  nChanged 206
		SP:Iteration 16Q (182864.380000 sec): 3 clusters
  Score: Raw -687550.490872 + Penalty 2955.194864 = -684595.296007
  nChanged 168
		SP:Iteration 17Q (182864.590000 sec): 3 clusters
  Score: Raw -687643.277036 + Penalty 2955.194864 = -684688.082172
  nChanged 149
		SP:Iteration 18Q (182864.800000 sec): 3 clusters
  Score: Raw -687717.191377 + Penalty 2955.194864 = -684761.996512
  nChanged 135
		SP:Iteration 19Q (182865.050000 sec): 3 clusters
  Score: Raw -687781.025264 + Penalty 2955.194864 = -684825.830399
  nChanged 118
		SP:Iteration 20F (182865.260000 sec): 3 clusters
  Score: Raw -687831.862537 + Penalty 2955.194864 = -684876.667672
  nChanged 99
		SP:Iteration 21Q (182865.530000 sec): 3 clusters
  Score: Raw -687874.158072 + Penalty 2955.194864 = -684918.963208
  nChanged 102
		SP:Iteration 22Q (182865.720000 sec): 3 clusters
  Score: Raw -687918.507575 + Penalty 2955.194864 = -684963.312710
  nChanged 98
		SP:Iteration 23Q (182865.960000 sec): 3 clusters
  Score: Raw -687961.995609 + Penalty 2955.194864 = -685006.800744
  nChanged 80
		SP:Iteration 24Q (182866.180000 sec): 3 clusters
  Score: Raw -687998.144385 + Penalty 2955.194864 = -685042.949521
  nChanged 58
		SP:Iteration 25Q (182866.410000 sec): 3 clusters
  Score: Raw -688028.431451 + Penalty 2955.194864 = -685073.236586
  nChanged 63
		SP:Iteration 26Q (182866.590000 sec): 3 clusters
  Score: Raw -688062.388919 + Penalty 2955.194864 = -685107.194055
  nChanged 65
		SP:Iteration 27Q (182866.850000 sec): 3 clusters
  Score: Raw -688093.551092 + Penalty 2955.194864 = -685138.356228
  nChanged 50
		SP:Iteration 28Q (182867.100000 sec): 3 clusters
  Score: Raw -688116.345189 + Penalty 2955.194864 = -685161.150325
  nChanged 41
		SP:Iteration 29Q (182867.290000 sec): 3 clusters
  Score: Raw -688138.404506 + Penalty 2955.194864 = -685183.209642
  nChanged 44
		SP:Iteration 30Q (182867.480000 sec): 3 clusters
  Score: Raw -688164.102781 + Penalty 2955.194864 = -685208.907916
  nChanged 47
		SP:Iteration 31Q (182867.670000 sec): 3 clusters
  Score: Raw -688192.304203 + Penalty 2955.194864 = -685237.109339
  nChanged 46
		SP:Iteration 32Q (182867.920000 sec): 3 clusters
  Score: Raw -688217.438855 + Penalty 2955.194864 = -685262.243991
  nChanged 43
		SP:Iteration 33Q (182868.120000 sec): 3 clusters
  Score: Raw -688235.372969 + Penalty 2955.194864 = -685280.178105
  nChanged 24
		SP:Iteration 34Q (182868.310000 sec): 3 clusters
  Score: Raw -688242.191707 + Penalty 2955.194864 = -685286.996843
  nChanged 15
		SP:Iteration 35Q (182868.520000 sec): 3 clusters
  Score: Raw -688246.898720 + Penalty 2955.194864 = -685291.703856
  nChanged 14
		SP:Iteration 36Q (182868.720000 sec): 3 clusters
  Score: Raw -688250.646730 + Penalty 2955.194864 = -685295.451865
  nChanged 14
		SP:Iteration 37Q (182868.940000 sec): 3 clusters
  Score: Raw -688254.672133 + Penalty 2955.194864 = -685299.477268
  nChanged 12
		SP:Iteration 38Q (182869.140000 sec): 3 clusters
  Score: Raw -688260.555740 + Penalty 2955.194864 = -685305.360876
  nChanged 17
		SP:Iteration 39Q (182869.280000 sec): 3 clusters
  Score: Raw -688267.141811 + Penalty 2955.194864 = -685311.946947
  nChanged 17
		SP:Iteration 40F (182869.520000 sec): 3 clusters
  Score: Raw -688274.874887 + Penalty 2955.194864 = -685319.680023
  nChanged 17
		SP:Iteration 41Q (182869.720000 sec): 3 clusters
  Score: Raw -688287.547715 + Penalty 2955.194864 = -685332.352850
  nChanged 25
		SP:Iteration 42Q (182869.980000 sec): 3 clusters
  Score: Raw -688304.136953 + Penalty 2955.194864 = -685348.942089
  nChanged 25
		SP:Iteration 43Q (182870.220000 sec): 3 clusters
  Score: Raw -688318.365434 + Penalty 2955.194864 = -685363.170570
  nChanged 23
		SP:Iteration 44Q (182870.430000 sec): 3 clusters
  Score: Raw -688327.176605 + Penalty 2955.194864 = -685371.981740
  nChanged 17
		SP:Iteration 45Q (182870.700000 sec): 3 clusters
  Score: Raw -688333.752267 + Penalty 2955.194864 = -685378.557402
  nChanged 14
		SP:Iteration 46Q (182870.890000 sec): 3 clusters
  Score: Raw -688340.029763 + Penalty 2955.194864 = -685384.834898
  nChanged 12
		SP:Iteration 47Q (182871.110000 sec): 3 clusters
  Score: Raw -688343.458398 + Penalty 2955.194864 = -685388.263533
  nChanged 8
		SP:Iteration 48Q (182871.320000 sec): 3 clusters
  Score: Raw -688346.811842 + Penalty 2955.194864 = -685391.616978
  nChanged 8
		SP:Iteration 49Q (182871.620000 sec): 3 clusters
  Score: Raw -688349.720058 + Penalty 2955.194864 = -685394.525193
  nChanged 9
		SP:Iteration 50Q (182871.820000 sec): 3 clusters
  Score: Raw -688352.558592 + Penalty 2955.194864 = -685397.363728
  nChanged 5
		SP:Iteration 51Q (182872.020000 sec): 3 clusters
  Score: Raw -688354.151586 + Penalty 2955.194864 = -685398.956722
  nChanged 5
		SP:Iteration 52Q (182872.260000 sec): 3 clusters
  Score: Raw -688355.274586 + Penalty 2955.194864 = -685400.079721
  nChanged 0
		SP:Iteration 53F (182872.440000 sec): 3 clusters
  Score: Raw -688355.274586 + Penalty 2955.194864 = -685400.079721
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 19 (171233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182873.250000 sec): 2 clusters
  Score: Raw -14798560.626625 + Penalty 1958.251828 = -14796602.374796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182874.120000 sec): 3 clusters
  Score: Raw -14685263.022875 + Penalty 3916.503656 = -14681346.519218
  nChanged 82827
		SP:Iteration 1F (182874.970000 sec): 3 clusters
  Score: Raw -14735198.788558 + Penalty 3916.503656 = -14731282.284902
  nChanged 7275
		SP:Iteration 2Q (182875.910000 sec): 3 clusters
  Score: Raw -14737764.229064 + Penalty 3916.503656 = -14733847.725408
  nChanged 9146
		SP:Iteration 3F (182876.820000 sec): 3 clusters
  Score: Raw -14741935.326214 + Penalty 3916.503656 = -14738018.822557
  nChanged 11114
		SP:Iteration 4F (182877.750000 sec): 3 clusters
  Score: Raw -14748312.142967 + Penalty 3916.503656 = -14744395.639311
  nChanged 12776
		SP:Iteration 5F (182878.660000 sec): 3 clusters
  Score: Raw -14757048.815066 + Penalty 3916.503656 = -14753132.311410
  nChanged 13211
		SP:Iteration 6F (182879.550000 sec): 3 clusters
  Score: Raw -14767267.040907 + Penalty 3916.503656 = -14763350.537250
  nChanged 11950
		SP:Iteration 7F (182880.410000 sec): 3 clusters
  Score: Raw -14777153.302493 + Penalty 3916.503656 = -14773236.798836
  nChanged 9763
		SP:Iteration 8F (182881.240000 sec): 3 clusters
  Score: Raw -14785679.923868 + Penalty 3916.503656 = -14781763.420211
  nChanged 6984
		SP:Iteration 9Q (182882.120000 sec): 3 clusters
  Score: Raw -14792103.911861 + Penalty 3916.503656 = -14788187.408204
  nChanged 4197
		SP:Iteration 10Q (182883.020000 sec): 3 clusters
  Score: Raw -14796090.544968 + Penalty 3916.503656 = -14792174.041311
  nChanged 1866
		SP:Iteration 11Q (182883.920000 sec): 3 clusters
  Score: Raw -14797852.796082 + Penalty 3916.503656 = -14793936.292426
  nChanged 591
		SP:Iteration 12Q (182884.840000 sec): 3 clusters
  Score: Raw -14798433.017530 + Penalty 3916.503656 = -14794516.513874
  nChanged 141
		SP:Iteration 13Q (182885.720000 sec): 3 clusters
  Score: Raw -14798599.809509 + Penalty 3916.503656 = -14794683.305853
  nChanged 46
		SP:Iteration 14Q (182886.640000 sec): 3 clusters
  Score: Raw -14798671.997557 + Penalty 3916.503656 = -14794755.493901
  nChanged 26
		SP:Iteration 15Q (182887.510000 sec): 3 clusters
  Score: Raw -14798716.450138 + Penalty 3916.503656 = -14794799.946482
  nChanged 19
		SP:Iteration 16Q (182888.330000 sec): 3 clusters
  Score: Raw -14798750.983973 + Penalty 3916.503656 = -14794834.480317
  nChanged 13
		SP:Iteration 17Q (182889.220000 sec): 3 clusters
  Score: Raw -14798771.459547 + Penalty 3916.503656 = -14794854.955891
  nChanged 6
		SP:Iteration 18Q (182890.010000 sec): 3 clusters
  Score: Raw -14798778.051142 + Penalty 3916.503656 = -14794861.547486
  nChanged 0
		SP:Iteration 19F (182890.900000 sec): 3 clusters
  Score: Raw -14798778.051142 + Penalty 3916.503656 = -14794861.547486
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 20 (15512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182891.150000 sec): 2 clusters
  Score: Raw -1334835.424140 + Penalty 1568.022494 = -1333267.401646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182891.450000 sec): 3 clusters
  Score: Raw -1325722.889166 + Penalty 3136.044989 = -1322586.844177
  nChanged 6829
		SP:Iteration 1F (182891.740000 sec): 3 clusters
  Score: Raw -1329317.125820 + Penalty 3136.044989 = -1326181.080831
  nChanged 877
		SP:Iteration 2F (182892.000000 sec): 3 clusters
  Score: Raw -1329681.522062 + Penalty 3136.044989 = -1326545.477073
  nChanged 823
		SP:Iteration 3F (182892.210000 sec): 3 clusters
  Score: Raw -1330046.581057 + Penalty 3136.044989 = -1326910.536068
  nChanged 816
		SP:Iteration 4F (182892.450000 sec): 3 clusters
  Score: Raw -1330433.177599 + Penalty 3136.044989 = -1327297.132610
  nChanged 762
		SP:Iteration 5Q (182892.700000 sec): 3 clusters
  Score: Raw -1330800.048582 + Penalty 3136.044989 = -1327664.003593
  nChanged 754
		SP:Iteration 6Q (182893.040000 sec): 3 clusters
  Score: Raw -1331233.306614 + Penalty 3136.044989 = -1328097.261625
  nChanged 767
		SP:Iteration 7Q (182893.320000 sec): 3 clusters
  Score: Raw -1331674.027671 + Penalty 3136.044989 = -1328537.982682
  nChanged 724
		SP:Iteration 8Q (182893.580000 sec): 3 clusters
  Score: Raw -1332054.565459 + Penalty 3136.044989 = -1328918.520470
  nChanged 677
		SP:Iteration 9Q (182893.870000 sec): 3 clusters
  Score: Raw -1332383.167520 + Penalty 3136.044989 = -1329247.122531
  nChanged 582
		SP:Iteration 10Q (182894.170000 sec): 3 clusters
  Score: Raw -1332657.269915 + Penalty 3136.044989 = -1329521.224926
  nChanged 536
		SP:Iteration 11Q (182894.400000 sec): 3 clusters
  Score: Raw -1332915.976808 + Penalty 3136.044989 = -1329779.931819
  nChanged 493
		SP:Iteration 12Q (182894.640000 sec): 3 clusters
  Score: Raw -1333144.094852 + Penalty 3136.044989 = -1330008.049863
  nChanged 460
		SP:Iteration 13Q (182894.900000 sec): 3 clusters
  Score: Raw -1333361.214656 + Penalty 3136.044989 = -1330225.169667
  nChanged 430
		SP:Iteration 14Q (182895.190000 sec): 3 clusters
  Score: Raw -1333553.120336 + Penalty 3136.044989 = -1330417.075347
  nChanged 401
		SP:Iteration 15Q (182895.420000 sec): 3 clusters
  Score: Raw -1333724.828527 + Penalty 3136.044989 = -1330588.783538
  nChanged 376
		SP:Iteration 16Q (182895.680000 sec): 3 clusters
  Score: Raw -1333886.434705 + Penalty 3136.044989 = -1330750.389716
  nChanged 406
		SP:Iteration 17Q (182895.960000 sec): 3 clusters
  Score: Raw -1334083.554644 + Penalty 3136.044989 = -1330947.509655
  nChanged 403
		SP:Iteration 18Q (182896.180000 sec): 3 clusters
  Score: Raw -1334267.266773 + Penalty 3136.044989 = -1331131.221784
  nChanged 381
		SP:Iteration 19Q (182896.430000 sec): 3 clusters
  Score: Raw -1334442.680013 + Penalty 3136.044989 = -1331306.635024
  nChanged 322
		SP:Iteration 20F (182896.690000 sec): 3 clusters
  Score: Raw -1334597.864008 + Penalty 3136.044989 = -1331461.819019
  nChanged 302
		SP:Iteration 21Q (182897.020000 sec): 3 clusters
  Score: Raw -1334740.578789 + Penalty 3136.044989 = -1331604.533800
  nChanged 264
		SP:Iteration 22Q (182897.230000 sec): 3 clusters
  Score: Raw -1334871.987773 + Penalty 3136.044989 = -1331735.942784
  nChanged 263
		SP:Iteration 23Q (182897.530000 sec): 3 clusters
  Score: Raw -1335018.739252 + Penalty 3136.044989 = -1331882.694263
  nChanged 230
		SP:Iteration 24Q (182897.820000 sec): 3 clusters
  Score: Raw -1335149.629822 + Penalty 3136.044989 = -1332013.584833
  nChanged 190
		SP:Iteration 25Q (182898.050000 sec): 3 clusters
  Score: Raw -1335271.261920 + Penalty 3136.044989 = -1332135.216931
  nChanged 161
		SP:Iteration 26Q (182898.310000 sec): 3 clusters
  Score: Raw -1335356.966927 + Penalty 3136.044989 = -1332220.921938
  nChanged 117
		SP:Iteration 27Q (182898.560000 sec): 3 clusters
  Score: Raw -1335404.295211 + Penalty 3136.044989 = -1332268.250222
  nChanged 85
		SP:Iteration 28Q (182898.840000 sec): 3 clusters
  Score: Raw -1335437.228842 + Penalty 3136.044989 = -1332301.183853
  nChanged 61
		SP:Iteration 29Q (182899.120000 sec): 3 clusters
  Score: Raw -1335461.740621 + Penalty 3136.044989 = -1332325.695632
  nChanged 51
		SP:Iteration 30Q (182899.350000 sec): 3 clusters
  Score: Raw -1335480.951774 + Penalty 3136.044989 = -1332344.906785
  nChanged 49
		SP:Iteration 31Q (182899.660000 sec): 3 clusters
  Score: Raw -1335498.037688 + Penalty 3136.044989 = -1332361.992699
  nChanged 29
		SP:Iteration 32Q (182899.940000 sec): 3 clusters
  Score: Raw -1335505.884203 + Penalty 3136.044989 = -1332369.839214
  nChanged 23
		SP:Iteration 33Q (182900.210000 sec): 3 clusters
  Score: Raw -1335512.530918 + Penalty 3136.044989 = -1332376.485929
  nChanged 18
		SP:Iteration 34Q (182900.510000 sec): 3 clusters
  Score: Raw -1335517.304764 + Penalty 3136.044989 = -1332381.259775
  nChanged 14
		SP:Iteration 35Q (182900.760000 sec): 3 clusters
  Score: Raw -1335521.099039 + Penalty 3136.044989 = -1332385.054050
  nChanged 14
		SP:Iteration 36Q (182900.990000 sec): 3 clusters
  Score: Raw -1335524.706560 + Penalty 3136.044989 = -1332388.661571
  nChanged 14
		SP:Iteration 37Q (182901.250000 sec): 3 clusters
  Score: Raw -1335528.691689 + Penalty 3136.044989 = -1332392.646700
  nChanged 12
		SP:Iteration 38Q (182901.490000 sec): 3 clusters
  Score: Raw -1335532.128058 + Penalty 3136.044989 = -1332396.083069
  nChanged 15
		SP:Iteration 39Q (182901.770000 sec): 3 clusters
  Score: Raw -1335536.018027 + Penalty 3136.044989 = -1332399.973038
  nChanged 10
		SP:Iteration 40F (182901.980000 sec): 3 clusters
  Score: Raw -1335537.845915 + Penalty 3136.044989 = -1332401.800926
  nChanged 3
		SP:Iteration 41Q (182902.240000 sec): 3 clusters
  Score: Raw -1335538.578425 + Penalty 3136.044989 = -1332402.533436
  nChanged 3
		SP:Iteration 42Q (182902.520000 sec): 3 clusters
  Score: Raw -1335539.144883 + Penalty 3136.044989 = -1332403.099894
  nChanged 2
		SP:Iteration 43Q (182902.740000 sec): 3 clusters
  Score: Raw -1335539.422938 + Penalty 3136.044989 = -1332403.377949
  nChanged 0
		SP:Iteration 44F (182903.000000 sec): 3 clusters
  Score: Raw -1335539.422938 + Penalty 3136.044989 = -1332403.377949
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 21 (4496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182903.130000 sec): 2 clusters
  Score: Raw -382468.391865 + Penalty 1366.778301 = -381101.613564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182903.330000 sec): 3 clusters
  Score: Raw -380198.254175 + Penalty 2733.556602 = -377464.697572
  nChanged 1830
		SP:Iteration 1F (182903.550000 sec): 3 clusters
  Score: Raw -381183.833927 + Penalty 2733.556602 = -378450.277324
  nChanged 335
		SP:Iteration 2F (182903.710000 sec): 3 clusters
  Score: Raw -381357.441846 + Penalty 2733.556602 = -378623.885243
  nChanged 243
		SP:Iteration 3F (182903.910000 sec): 3 clusters
  Score: Raw -381474.310261 + Penalty 2733.556602 = -378740.753659
  nChanged 162
		SP:Iteration 4Q (182904.090000 sec): 3 clusters
  Score: Raw -381551.180978 + Penalty 2733.556602 = -378817.624376
  nChanged 150
		SP:Iteration 5Q (182904.250000 sec): 3 clusters
  Score: Raw -381614.623067 + Penalty 2733.556602 = -378881.066465
  nChanged 113
		SP:Iteration 6Q (182904.470000 sec): 3 clusters
  Score: Raw -381662.681701 + Penalty 2733.556602 = -378929.125099
  nChanged 94
		SP:Iteration 7Q (182904.630000 sec): 3 clusters
  Score: Raw -381705.590404 + Penalty 2733.556602 = -378972.033802
  nChanged 83
		SP:Iteration 8Q (182904.830000 sec): 3 clusters
  Score: Raw -381739.402083 + Penalty 2733.556602 = -379005.845481
  nChanged 82
		SP:Iteration 9Q (182905.040000 sec): 3 clusters
  Score: Raw -381772.606750 + Penalty 2733.556602 = -379039.050147
  nChanged 59
		SP:Iteration 10Q (182905.250000 sec): 3 clusters
  Score: Raw -381796.219424 + Penalty 2733.556602 = -379062.662822
  nChanged 62
		SP:Iteration 11Q (182905.420000 sec): 3 clusters
  Score: Raw -381814.479767 + Penalty 2733.556602 = -379080.923164
  nChanged 51
		SP:Iteration 12Q (182905.630000 sec): 3 clusters
  Score: Raw -381836.510907 + Penalty 2733.556602 = -379102.954304
  nChanged 64
		SP:Iteration 13Q (182905.840000 sec): 3 clusters
  Score: Raw -381867.067449 + Penalty 2733.556602 = -379133.510847
  nChanged 85
		SP:Iteration 14Q (182906.070000 sec): 3 clusters
  Score: Raw -381909.396854 + Penalty 2733.556602 = -379175.840252
  nChanged 95
		SP:Iteration 15Q (182906.290000 sec): 3 clusters
  Score: Raw -381962.452104 + Penalty 2733.556602 = -379228.895502
  nChanged 112
		SP:Iteration 16Q (182906.490000 sec): 3 clusters
  Score: Raw -382032.394801 + Penalty 2733.556602 = -379298.838199
  nChanged 114
		SP:Iteration 17Q (182906.720000 sec): 3 clusters
  Score: Raw -382109.201069 + Penalty 2733.556602 = -379375.644466
  nChanged 122
		SP:Iteration 18Q (182906.940000 sec): 3 clusters
  Score: Raw -382186.887485 + Penalty 2733.556602 = -379453.330883
  nChanged 140
		SP:Iteration 19Q (182907.170000 sec): 3 clusters
  Score: Raw -382269.083561 + Penalty 2733.556602 = -379535.526959
  nChanged 115
		SP:Iteration 20F (182907.390000 sec): 3 clusters
  Score: Raw -382338.289576 + Penalty 2733.556602 = -379604.732973
  nChanged 109
		SP:Iteration 21Q (182907.580000 sec): 3 clusters
  Score: Raw -382410.587311 + Penalty 2733.556602 = -379677.030709
  nChanged 92
		SP:Iteration 22Q (182907.760000 sec): 3 clusters
  Score: Raw -382456.097137 + Penalty 2733.556602 = -379722.540534
  nChanged 74
		SP:Iteration 23Q (182908.030000 sec): 3 clusters
  Score: Raw -382481.181608 + Penalty 2733.556602 = -379747.625006
  nChanged 39
		SP:Iteration 24Q (182908.240000 sec): 3 clusters
  Score: Raw -382495.565827 + Penalty 2733.556602 = -379762.009224
  nChanged 45
		SP:Iteration 25Q (182908.430000 sec): 3 clusters
  Score: Raw -382512.272732 + Penalty 2733.556602 = -379778.716129
  nChanged 40
		SP:Iteration 26Q (182908.660000 sec): 3 clusters
  Score: Raw -382524.295799 + Penalty 2733.556602 = -379790.739196
  nChanged 34
		SP:Iteration 27Q (182908.850000 sec): 3 clusters
  Score: Raw -382534.200973 + Penalty 2733.556602 = -379800.644371
  nChanged 24
		SP:Iteration 28Q (182909.040000 sec): 3 clusters
  Score: Raw -382541.481217 + Penalty 2733.556602 = -379807.924615
  nChanged 24
		SP:Iteration 29Q (182909.290000 sec): 3 clusters
  Score: Raw -382548.360148 + Penalty 2733.556602 = -379814.803546
  nChanged 26
		SP:Iteration 30Q (182909.450000 sec): 3 clusters
  Score: Raw -382555.122489 + Penalty 2733.556602 = -379821.565886
  nChanged 20
		SP:Iteration 31Q (182909.660000 sec): 3 clusters
  Score: Raw -382559.425493 + Penalty 2733.556602 = -379825.868891
  nChanged 13
		SP:Iteration 32Q (182909.870000 sec): 3 clusters
  Score: Raw -382562.901972 + Penalty 2733.556602 = -379829.345369
  nChanged 8
		SP:Iteration 33Q (182910.090000 sec): 3 clusters
  Score: Raw -382565.315843 + Penalty 2733.556602 = -379831.759240
  nChanged 3
		SP:Iteration 34Q (182910.270000 sec): 3 clusters
  Score: Raw -382566.216238 + Penalty 2733.556602 = -379832.659635
  nChanged 4
		SP:Iteration 35Q (182910.430000 sec): 3 clusters
  Score: Raw -382566.853091 + Penalty 2733.556602 = -379833.296488
  nChanged 4
		SP:Iteration 36Q (182910.630000 sec): 3 clusters
  Score: Raw -382568.259785 + Penalty 2733.556602 = -379834.703183
  nChanged 4
		SP:Iteration 37Q (182910.800000 sec): 3 clusters
  Score: Raw -382569.709019 + Penalty 2733.556602 = -379836.152417
  nChanged 5
		SP:Iteration 38Q (182911.070000 sec): 3 clusters
  Score: Raw -382571.497813 + Penalty 2733.556602 = -379837.941211
  nChanged 9
		SP:Iteration 39Q (182911.300000 sec): 3 clusters
  Score: Raw -382576.422080 + Penalty 2733.556602 = -379842.865477
  nChanged 13
		SP:Iteration 40F (182911.450000 sec): 3 clusters
  Score: Raw -382582.004251 + Penalty 2733.556602 = -379848.447649
  nChanged 13
		SP:Iteration 41Q (182911.620000 sec): 3 clusters
  Score: Raw -382585.018419 + Penalty 2733.556602 = -379851.461816
  nChanged 7
		SP:Iteration 42Q (182911.800000 sec): 3 clusters
  Score: Raw -382587.422749 + Penalty 2733.556602 = -379853.866147
  nChanged 7
		SP:Iteration 43Q (182911.970000 sec): 3 clusters
  Score: Raw -382590.815383 + Penalty 2733.556602 = -379857.258781
  nChanged 8
		SP:Iteration 44Q (182912.160000 sec): 3 clusters
  Score: Raw -382593.411323 + Penalty 2733.556602 = -379859.854721
  nChanged 7
		SP:Iteration 45Q (182912.330000 sec): 3 clusters
  Score: Raw -382595.296960 + Penalty 2733.556602 = -379861.740358
  nChanged 10
		SP:Iteration 46Q (182912.550000 sec): 3 clusters
  Score: Raw -382598.163968 + Penalty 2733.556602 = -379864.607366
  nChanged 10
		SP:Iteration 47Q (182912.730000 sec): 3 clusters
  Score: Raw -382600.073592 + Penalty 2733.556602 = -379866.516989
  nChanged 7
		SP:Iteration 48Q (182912.940000 sec): 3 clusters
  Score: Raw -382601.206992 + Penalty 2733.556602 = -379867.650389
  nChanged 4
		SP:Iteration 49Q (182913.180000 sec): 3 clusters
  Score: Raw -382602.187361 + Penalty 2733.556602 = -379868.630759
  nChanged 9
		SP:Iteration 50Q (182913.370000 sec): 3 clusters
  Score: Raw -382604.215253 + Penalty 2733.556602 = -379870.658651
  nChanged 10
		SP:Iteration 51Q (182913.590000 sec): 3 clusters
  Score: Raw -382607.266202 + Penalty 2733.556602 = -379873.709600
  nChanged 14
		SP:Iteration 52Q (182913.780000 sec): 3 clusters
  Score: Raw -382611.033901 + Penalty 2733.556602 = -379877.477298
  nChanged 10
		SP:Iteration 53Q (182914.010000 sec): 3 clusters
  Score: Raw -382613.863848 + Penalty 2733.556602 = -379880.307246
  nChanged 14
		SP:Iteration 54Q (182914.210000 sec): 3 clusters
  Score: Raw -382619.161362 + Penalty 2733.556602 = -379885.604760
  nChanged 13
		SP:Iteration 55Q (182914.330000 sec): 3 clusters
  Score: Raw -382622.544070 + Penalty 2733.556602 = -379888.987468
  nChanged 4
		SP:Iteration 56Q (182914.520000 sec): 3 clusters
  Score: Raw -382623.592173 + Penalty 2733.556602 = -379890.035570
  nChanged 3
		SP:Iteration 57Q (182914.700000 sec): 3 clusters
  Score: Raw -382624.142719 + Penalty 2733.556602 = -379890.586116
  nChanged 4
		SP:Iteration 58Q (182914.890000 sec): 3 clusters
  Score: Raw -382624.709795 + Penalty 2733.556602 = -379891.153193
  nChanged 2
		SP:Iteration 59Q (182915.130000 sec): 3 clusters
  Score: Raw -382625.268183 + Penalty 2733.556602 = -379891.711581
  nChanged 2
		SP:Iteration 60F (182915.340000 sec): 3 clusters
  Score: Raw -382625.534383 + Penalty 2733.556602 = -379891.977781
  nChanged 3
		SP:Iteration 61Q (182915.530000 sec): 3 clusters
  Score: Raw -382625.918894 + Penalty 2733.556602 = -379892.362291
  nChanged 1
		SP:Iteration 62Q (182915.690000 sec): 3 clusters
  Score: Raw -382626.605671 + Penalty 2733.556602 = -379893.049069
  nChanged 2
		SP:Iteration 63Q (182915.880000 sec): 3 clusters
  Score: Raw -382626.764667 + Penalty 2733.556602 = -379893.208065
  nChanged 1
		SP:Iteration 64Q (182916.090000 sec): 3 clusters
  Score: Raw -382626.836809 + Penalty 2733.556602 = -379893.280206
  nChanged 0
		SP:Iteration 65F (182916.310000 sec): 3 clusters
  Score: Raw -382626.836809 + Penalty 2733.556602 = -379893.280206
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 22 (14033 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182916.470000 sec): 2 clusters
  Score: Raw -1218054.002164 + Penalty 1551.739634 = -1216502.262530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182916.790000 sec): 3 clusters
  Score: Raw -1209898.595357 + Penalty 3103.479268 = -1206795.116090
  nChanged 6096
		SP:Iteration 1F (182916.970000 sec): 3 clusters
  Score: Raw -1213500.354220 + Penalty 3103.479268 = -1210396.874952
  nChanged 1117
		SP:Iteration 2F (182917.250000 sec): 3 clusters
  Score: Raw -1214337.856182 + Penalty 3103.479268 = -1211234.376914
  nChanged 1188
		SP:Iteration 3F (182917.510000 sec): 3 clusters
  Score: Raw -1215282.226292 + Penalty 3103.479268 = -1212178.747024
  nChanged 1093
		SP:Iteration 4F (182917.790000 sec): 3 clusters
  Score: Raw -1216058.932105 + Penalty 3103.479268 = -1212955.452837
  nChanged 855
		SP:Iteration 5F (182918.020000 sec): 3 clusters
  Score: Raw -1216559.865540 + Penalty 3103.479268 = -1213456.386272
  nChanged 585
		SP:Iteration 6Q (182918.260000 sec): 3 clusters
  Score: Raw -1216845.206303 + Penalty 3103.479268 = -1213741.727035
  nChanged 416
		SP:Iteration 7Q (182918.550000 sec): 3 clusters
  Score: Raw -1217030.056766 + Penalty 3103.479268 = -1213926.577498
  nChanged 339
		SP:Iteration 8Q (182918.830000 sec): 3 clusters
  Score: Raw -1217184.316611 + Penalty 3103.479268 = -1214080.837343
  nChanged 266
		SP:Iteration 9Q (182919.080000 sec): 3 clusters
  Score: Raw -1217321.663357 + Penalty 3103.479268 = -1214218.184090
  nChanged 248
		SP:Iteration 10Q (182919.310000 sec): 3 clusters
  Score: Raw -1217448.909180 + Penalty 3103.479268 = -1214345.429912
  nChanged 203
		SP:Iteration 11Q (182919.610000 sec): 3 clusters
  Score: Raw -1217556.354473 + Penalty 3103.479268 = -1214452.875205
  nChanged 208
		SP:Iteration 12Q (182919.870000 sec): 3 clusters
  Score: Raw -1217679.696202 + Penalty 3103.479268 = -1214576.216935
  nChanged 223
		SP:Iteration 13Q (182920.120000 sec): 3 clusters
  Score: Raw -1217811.805765 + Penalty 3103.479268 = -1214708.326497
  nChanged 196
		SP:Iteration 14Q (182920.380000 sec): 3 clusters
  Score: Raw -1217908.288190 + Penalty 3103.479268 = -1214804.808922
  nChanged 140
		SP:Iteration 15Q (182920.610000 sec): 3 clusters
  Score: Raw -1217965.798762 + Penalty 3103.479268 = -1214862.319494
  nChanged 123
		SP:Iteration 16Q (182920.890000 sec): 3 clusters
  Score: Raw -1218014.831254 + Penalty 3103.479268 = -1214911.351986
  nChanged 103
		SP:Iteration 17Q (182921.130000 sec): 3 clusters
  Score: Raw -1218047.590885 + Penalty 3103.479268 = -1214944.111617
  nChanged 79
		SP:Iteration 18Q (182921.400000 sec): 3 clusters
  Score: Raw -1218072.831128 + Penalty 3103.479268 = -1214969.351860
  nChanged 84
		SP:Iteration 19Q (182921.720000 sec): 3 clusters
  Score: Raw -1218102.276053 + Penalty 3103.479268 = -1214998.796785
  nChanged 91
		SP:Iteration 20F (182921.930000 sec): 3 clusters
  Score: Raw -1218140.532808 + Penalty 3103.479268 = -1215037.053541
  nChanged 101
		SP:Iteration 21Q (182922.210000 sec): 3 clusters
  Score: Raw -1218181.777184 + Penalty 3103.479268 = -1215078.297917
  nChanged 93
		SP:Iteration 22Q (182922.510000 sec): 3 clusters
  Score: Raw -1218220.496252 + Penalty 3103.479268 = -1215117.016985
  nChanged 77
		SP:Iteration 23Q (182922.770000 sec): 3 clusters
  Score: Raw -1218250.286906 + Penalty 3103.479268 = -1215146.807639
  nChanged 70
		SP:Iteration 24Q (182923.010000 sec): 3 clusters
  Score: Raw -1218273.080077 + Penalty 3103.479268 = -1215169.600809
  nChanged 62
		SP:Iteration 25Q (182923.280000 sec): 3 clusters
  Score: Raw -1218293.716966 + Penalty 3103.479268 = -1215190.237699
  nChanged 66
		SP:Iteration 26Q (182923.540000 sec): 3 clusters
  Score: Raw -1218316.236742 + Penalty 3103.479268 = -1215212.757474
  nChanged 56
		SP:Iteration 27Q (182923.910000 sec): 3 clusters
  Score: Raw -1218337.159936 + Penalty 3103.479268 = -1215233.680668
  nChanged 65
		SP:Iteration 28Q (182924.200000 sec): 3 clusters
  Score: Raw -1218359.197457 + Penalty 3103.479268 = -1215255.718189
  nChanged 64
		SP:Iteration 29Q (182924.440000 sec): 3 clusters
  Score: Raw -1218380.357884 + Penalty 3103.479268 = -1215276.878616
  nChanged 50
		SP:Iteration 30Q (182924.730000 sec): 3 clusters
  Score: Raw -1218396.939451 + Penalty 3103.479268 = -1215293.460183
  nChanged 54
		SP:Iteration 31Q (182924.950000 sec): 3 clusters
  Score: Raw -1218416.927608 + Penalty 3103.479268 = -1215313.448340
  nChanged 52
		SP:Iteration 32Q (182925.210000 sec): 3 clusters
  Score: Raw -1218435.583089 + Penalty 3103.479268 = -1215332.103822
  nChanged 55
		SP:Iteration 33Q (182925.470000 sec): 3 clusters
  Score: Raw -1218453.459071 + Penalty 3103.479268 = -1215349.979803
  nChanged 41
		SP:Iteration 34Q (182925.690000 sec): 3 clusters
  Score: Raw -1218466.272893 + Penalty 3103.479268 = -1215362.793625
  nChanged 34
		SP:Iteration 35Q (182925.950000 sec): 3 clusters
  Score: Raw -1218478.648066 + Penalty 3103.479268 = -1215375.168798
  nChanged 49
		SP:Iteration 36Q (182926.200000 sec): 3 clusters
  Score: Raw -1218497.394364 + Penalty 3103.479268 = -1215393.915097
  nChanged 48
		SP:Iteration 37Q (182926.420000 sec): 3 clusters
  Score: Raw -1218515.261616 + Penalty 3103.479268 = -1215411.782348
  nChanged 55
		SP:Iteration 38Q (182926.690000 sec): 3 clusters
  Score: Raw -1218533.342555 + Penalty 3103.479268 = -1215429.863287
  nChanged 39
		SP:Iteration 39Q (182926.870000 sec): 3 clusters
  Score: Raw -1218547.208113 + Penalty 3103.479268 = -1215443.728845
  nChanged 26
		SP:Iteration 40F (182927.120000 sec): 3 clusters
  Score: Raw -1218554.656679 + Penalty 3103.479268 = -1215451.177412
  nChanged 27
		SP:Iteration 41Q (182927.360000 sec): 3 clusters
  Score: Raw -1218562.766485 + Penalty 3103.479268 = -1215459.287218
  nChanged 26
		SP:Iteration 42Q (182927.610000 sec): 3 clusters
  Score: Raw -1218570.332685 + Penalty 3103.479268 = -1215466.853417
  nChanged 19
		SP:Iteration 43Q (182927.830000 sec): 3 clusters
  Score: Raw -1218575.590806 + Penalty 3103.479268 = -1215472.111538
  nChanged 17
		SP:Iteration 44Q (182928.050000 sec): 3 clusters
  Score: Raw -1218580.770400 + Penalty 3103.479268 = -1215477.291132
  nChanged 17
		SP:Iteration 45Q (182928.300000 sec): 3 clusters
  Score: Raw -1218585.254334 + Penalty 3103.479268 = -1215481.775067
  nChanged 14
		SP:Iteration 46Q (182928.580000 sec): 3 clusters
  Score: Raw -1218587.756948 + Penalty 3103.479268 = -1215484.277681
  nChanged 7
		SP:Iteration 47Q (182928.840000 sec): 3 clusters
  Score: Raw -1218588.687247 + Penalty 3103.479268 = -1215485.207979
  nChanged 4
		SP:Iteration 48Q (182929.100000 sec): 3 clusters
  Score: Raw -1218589.171186 + Penalty 3103.479268 = -1215485.691918
  nChanged 1
		SP:Iteration 49Q (182929.320000 sec): 3 clusters
  Score: Raw -1218589.285268 + Penalty 3103.479268 = -1215485.806001
  nChanged 1
		SP:Iteration 50Q (182929.540000 sec): 3 clusters
  Score: Raw -1218589.312847 + Penalty 3103.479268 = -1215485.833579
  nChanged 0
		SP:Iteration 51F (182929.760000 sec): 3 clusters
  Score: Raw -1218589.312847 + Penalty 3103.479268 = -1215485.833579
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 23 (79535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182930.110000 sec): 2 clusters
  Score: Raw -7096207.527872 + Penalty 1833.642274 = -7094373.885598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182930.600000 sec): 3 clusters
  Score: Raw -7044670.877588 + Penalty 3667.284548 = -7041003.593040
  nChanged 37976
		SP:Iteration 1F (182931.120000 sec): 3 clusters
  Score: Raw -7066827.537370 + Penalty 3667.284548 = -7063160.252822
  nChanged 2844
		SP:Iteration 2Q (182931.700000 sec): 3 clusters
  Score: Raw -7067675.980683 + Penalty 3667.284548 = -7064008.696135
  nChanged 3020
		SP:Iteration 3Q (182932.250000 sec): 3 clusters
  Score: Raw -7068850.955403 + Penalty 3667.284548 = -7065183.670855
  nChanged 3609
		SP:Iteration 4Q (182932.820000 sec): 3 clusters
  Score: Raw -7070833.075431 + Penalty 3667.284548 = -7067165.790883
  nChanged 4486
		SP:Iteration 5F (182933.330000 sec): 3 clusters
  Score: Raw -7074062.025271 + Penalty 3667.284548 = -7070394.740723
  nChanged 5292
		SP:Iteration 6F (182933.840000 sec): 3 clusters
  Score: Raw -7078741.995810 + Penalty 3667.284548 = -7075074.711262
  nChanged 5609
		SP:Iteration 7F (182934.390000 sec): 3 clusters
  Score: Raw -7084118.520073 + Penalty 3667.284548 = -7080451.235525
  nChanged 4981
		SP:Iteration 8F (182934.920000 sec): 3 clusters
  Score: Raw -7088901.424947 + Penalty 3667.284548 = -7085234.140399
  nChanged 4161
		SP:Iteration 9F (182935.460000 sec): 3 clusters
  Score: Raw -7092381.301280 + Penalty 3667.284548 = -7088714.016732
  nChanged 3144
		SP:Iteration 10Q (182935.960000 sec): 3 clusters
  Score: Raw -7094448.013624 + Penalty 3667.284548 = -7090780.729076
  nChanged 2392
		SP:Iteration 11Q (182936.480000 sec): 3 clusters
  Score: Raw -7095621.088274 + Penalty 3667.284548 = -7091953.803726
  nChanged 1704
		SP:Iteration 12Q (182937.000000 sec): 3 clusters
  Score: Raw -7096268.546870 + Penalty 3667.284548 = -7092601.262322
  nChanged 1276
		SP:Iteration 13Q (182937.470000 sec): 3 clusters
  Score: Raw -7096648.083846 + Penalty 3667.284548 = -7092980.799298
  nChanged 940
		SP:Iteration 14Q (182937.920000 sec): 3 clusters
  Score: Raw -7096890.927665 + Penalty 3667.284548 = -7093223.643117
  nChanged 767
		SP:Iteration 15Q (182938.390000 sec): 3 clusters
  Score: Raw -7097059.642799 + Penalty 3667.284548 = -7093392.358251
  nChanged 646
		SP:Iteration 16Q (182938.850000 sec): 3 clusters
  Score: Raw -7097189.599019 + Penalty 3667.284548 = -7093522.314471
  nChanged 526
		SP:Iteration 17Q (182939.320000 sec): 3 clusters
  Score: Raw -7097289.748898 + Penalty 3667.284548 = -7093622.464350
  nChanged 433
		SP:Iteration 18Q (182939.770000 sec): 3 clusters
  Score: Raw -7097369.503818 + Penalty 3667.284548 = -7093702.219270
  nChanged 393
		SP:Iteration 19Q (182940.240000 sec): 3 clusters
  Score: Raw -7097434.800440 + Penalty 3667.284548 = -7093767.515892
  nChanged 307
		SP:Iteration 20F (182940.750000 sec): 3 clusters
  Score: Raw -7097478.746375 + Penalty 3667.284548 = -7093811.461827
  nChanged 247
		SP:Iteration 21Q (182941.270000 sec): 3 clusters
  Score: Raw -7097511.962710 + Penalty 3667.284548 = -7093844.678162
  nChanged 197
		SP:Iteration 22Q (182941.760000 sec): 3 clusters
  Score: Raw -7097535.780142 + Penalty 3667.284548 = -7093868.495594
  nChanged 151
		SP:Iteration 23Q (182942.250000 sec): 3 clusters
  Score: Raw -7097551.235045 + Penalty 3667.284548 = -7093883.950497
  nChanged 137
		SP:Iteration 24Q (182942.760000 sec): 3 clusters
  Score: Raw -7097566.537141 + Penalty 3667.284548 = -7093899.252593
  nChanged 126
		SP:Iteration 25Q (182943.240000 sec): 3 clusters
  Score: Raw -7097578.991555 + Penalty 3667.284548 = -7093911.707007
  nChanged 110
		SP:Iteration 26Q (182943.790000 sec): 3 clusters
  Score: Raw -7097590.284522 + Penalty 3667.284548 = -7093922.999974
  nChanged 89
		SP:Iteration 27Q (182944.300000 sec): 3 clusters
  Score: Raw -7097598.508187 + Penalty 3667.284548 = -7093931.223639
  nChanged 71
		SP:Iteration 28Q (182944.810000 sec): 3 clusters
  Score: Raw -7097605.021856 + Penalty 3667.284548 = -7093937.737308
  nChanged 73
		SP:Iteration 29Q (182945.250000 sec): 3 clusters
  Score: Raw -7097611.629541 + Penalty 3667.284548 = -7093944.344993
  nChanged 62
		SP:Iteration 30Q (182945.700000 sec): 3 clusters
  Score: Raw -7097616.705784 + Penalty 3667.284548 = -7093949.421236
  nChanged 54
		SP:Iteration 31Q (182946.160000 sec): 3 clusters
  Score: Raw -7097620.253272 + Penalty 3667.284548 = -7093952.968725
  nChanged 39
		SP:Iteration 32Q (182946.630000 sec): 3 clusters
  Score: Raw -7097622.808934 + Penalty 3667.284548 = -7093955.524386
  nChanged 38
		SP:Iteration 33Q (182947.090000 sec): 3 clusters
  Score: Raw -7097625.414424 + Penalty 3667.284548 = -7093958.129876
  nChanged 33
		SP:Iteration 34Q (182947.580000 sec): 3 clusters
  Score: Raw -7097627.616280 + Penalty 3667.284548 = -7093960.331732
  nChanged 36
		SP:Iteration 35Q (182948.050000 sec): 3 clusters
  Score: Raw -7097630.322598 + Penalty 3667.284548 = -7093963.038050
  nChanged 36
		SP:Iteration 36Q (182948.540000 sec): 3 clusters
  Score: Raw -7097632.576101 + Penalty 3667.284548 = -7093965.291553
  nChanged 27
		SP:Iteration 37Q (182949.020000 sec): 3 clusters
  Score: Raw -7097634.237376 + Penalty 3667.284548 = -7093966.952828
  nChanged 24
		SP:Iteration 38Q (182949.490000 sec): 3 clusters
  Score: Raw -7097635.850687 + Penalty 3667.284548 = -7093968.566139
  nChanged 20
		SP:Iteration 39Q (182949.970000 sec): 3 clusters
  Score: Raw -7097637.361353 + Penalty 3667.284548 = -7093970.076805
  nChanged 24
		SP:Iteration 40F (182950.490000 sec): 3 clusters
  Score: Raw -7097639.184353 + Penalty 3667.284548 = -7093971.899805
  nChanged 21
		SP:Iteration 41Q (182950.980000 sec): 3 clusters
  Score: Raw -7097640.932790 + Penalty 3667.284548 = -7093973.648242
  nChanged 26
		SP:Iteration 42Q (182951.480000 sec): 3 clusters
  Score: Raw -7097642.922648 + Penalty 3667.284548 = -7093975.638100
  nChanged 22
		SP:Iteration 43Q (182951.980000 sec): 3 clusters
  Score: Raw -7097644.718986 + Penalty 3667.284548 = -7093977.434438
  nChanged 23
		SP:Iteration 44Q (182952.470000 sec): 3 clusters
  Score: Raw -7097646.568786 + Penalty 3667.284548 = -7093979.284238
  nChanged 27
		SP:Iteration 45Q (182952.940000 sec): 3 clusters
  Score: Raw -7097648.517306 + Penalty 3667.284548 = -7093981.232758
  nChanged 27
		SP:Iteration 46Q (182953.400000 sec): 3 clusters
  Score: Raw -7097650.229692 + Penalty 3667.284548 = -7093982.945144
  nChanged 17
		SP:Iteration 47Q (182953.840000 sec): 3 clusters
  Score: Raw -7097651.235521 + Penalty 3667.284548 = -7093983.950973
  nChanged 10
		SP:Iteration 48Q (182954.310000 sec): 3 clusters
  Score: Raw -7097652.009798 + Penalty 3667.284548 = -7093984.725250
  nChanged 11
		SP:Iteration 49Q (182954.820000 sec): 3 clusters
  Score: Raw -7097652.770051 + Penalty 3667.284548 = -7093985.485503
  nChanged 12
		SP:Iteration 50Q (182955.280000 sec): 3 clusters
  Score: Raw -7097653.316517 + Penalty 3667.284548 = -7093986.031969
  nChanged 7
		SP:Iteration 51Q (182955.750000 sec): 3 clusters
  Score: Raw -7097653.581629 + Penalty 3667.284548 = -7093986.297081
  nChanged 2
		SP:Iteration 52Q (182956.250000 sec): 3 clusters
  Score: Raw -7097653.700524 + Penalty 3667.284548 = -7093986.415976
  nChanged 6
		SP:Iteration 53Q (182956.730000 sec): 3 clusters
  Score: Raw -7097654.033921 + Penalty 3667.284548 = -7093986.749373
  nChanged 5
		SP:Iteration 54Q (182957.220000 sec): 3 clusters
  Score: Raw -7097654.273047 + Penalty 3667.284548 = -7093986.988499
  nChanged 3
		SP:Iteration 55Q (182957.660000 sec): 3 clusters
  Score: Raw -7097654.443753 + Penalty 3667.284548 = -7093987.159205
  nChanged 3
		SP:Iteration 56Q (182958.100000 sec): 3 clusters
  Score: Raw -7097654.577164 + Penalty 3667.284548 = -7093987.292616
  nChanged 4
		SP:Iteration 57Q (182958.550000 sec): 3 clusters
  Score: Raw -7097654.849501 + Penalty 3667.284548 = -7093987.564953
  nChanged 6
		SP:Iteration 58Q (182959.000000 sec): 3 clusters
  Score: Raw -7097655.118768 + Penalty 3667.284548 = -7093987.834220
  nChanged 4
		SP:Iteration 59Q (182959.440000 sec): 3 clusters
  Score: Raw -7097655.311481 + Penalty 3667.284548 = -7093988.026933
  nChanged 2
		SP:Iteration 60F (182959.970000 sec): 3 clusters
  Score: Raw -7097655.378647 + Penalty 3667.284548 = -7093988.094099
  nChanged 2
		SP:Iteration 61Q (182960.440000 sec): 3 clusters
  Score: Raw -7097655.517668 + Penalty 3667.284548 = -7093988.233121
  nChanged 5
		SP:Iteration 62Q (182960.960000 sec): 3 clusters
  Score: Raw -7097655.753172 + Penalty 3667.284548 = -7093988.468624
  nChanged 4
		SP:Iteration 63Q (182961.460000 sec): 3 clusters
  Score: Raw -7097655.949729 + Penalty 3667.284548 = -7093988.665181
  nChanged 4
		SP:Iteration 64Q (182961.930000 sec): 3 clusters
  Score: Raw -7097656.108932 + Penalty 3667.284548 = -7093988.824384
  nChanged 2
		SP:Iteration 65Q (182962.450000 sec): 3 clusters
  Score: Raw -7097656.179813 + Penalty 3667.284548 = -7093988.895265
  nChanged 2
		SP:Iteration 66Q (182962.880000 sec): 3 clusters
  Score: Raw -7097656.281623 + Penalty 3667.284548 = -7093988.997075
  nChanged 3
		SP:Iteration 67Q (182963.370000 sec): 3 clusters
  Score: Raw -7097656.433927 + Penalty 3667.284548 = -7093989.149379
  nChanged 3
		SP:Iteration 68Q (182963.940000 sec): 3 clusters
  Score: Raw -7097656.543400 + Penalty 3667.284548 = -7093989.258852
  nChanged 2
		SP:Iteration 69Q (182964.480000 sec): 3 clusters
  Score: Raw -7097656.632897 + Penalty 3667.284548 = -7093989.348349
  nChanged 1
		SP:Iteration 70Q (182964.980000 sec): 3 clusters
  Score: Raw -7097656.681748 + Penalty 3667.284548 = -7093989.397200
  nChanged 2
		SP:Iteration 71Q (182965.550000 sec): 3 clusters
  Score: Raw -7097656.749265 + Penalty 3667.284548 = -7093989.464717
  nChanged 0
		SP:Iteration 72F (182966.090000 sec): 3 clusters
  Score: Raw -7097656.749265 + Penalty 3667.284548 = -7093989.464717
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 24 (7387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182966.270000 sec): 2 clusters
  Score: Raw -594014.214399 + Penalty 1447.465009 = -592566.749391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182966.490000 sec): 3 clusters
  Score: Raw -589945.593873 + Penalty 2894.930018 = -587050.663855
  nChanged 3121
		SP:Iteration 1F (182966.720000 sec): 3 clusters
  Score: Raw -591680.948057 + Penalty 2894.930018 = -588786.018039
  nChanged 523
		SP:Iteration 2F (182966.930000 sec): 3 clusters
  Score: Raw -591927.795642 + Penalty 2894.930018 = -589032.865624
  nChanged 381
		SP:Iteration 3F (182967.180000 sec): 3 clusters
  Score: Raw -592124.343073 + Penalty 2894.930018 = -589229.413056
  nChanged 345
		SP:Iteration 4Q (182967.430000 sec): 3 clusters
  Score: Raw -592283.848123 + Penalty 2894.930018 = -589388.918106
  nChanged 282
		SP:Iteration 5Q (182967.620000 sec): 3 clusters
  Score: Raw -592410.498707 + Penalty 2894.930018 = -589515.568689
  nChanged 264
		SP:Iteration 6Q (182967.870000 sec): 3 clusters
  Score: Raw -592534.342013 + Penalty 2894.930018 = -589639.411996
  nChanged 256
		SP:Iteration 7Q (182968.050000 sec): 3 clusters
  Score: Raw -592660.921624 + Penalty 2894.930018 = -589765.991607
  nChanged 256
		SP:Iteration 8Q (182968.260000 sec): 3 clusters
  Score: Raw -592786.732120 + Penalty 2894.930018 = -589891.802102
  nChanged 229
		SP:Iteration 9Q (182968.510000 sec): 3 clusters
  Score: Raw -592906.311698 + Penalty 2894.930018 = -590011.381680
  nChanged 236
		SP:Iteration 10Q (182968.750000 sec): 3 clusters
  Score: Raw -593034.961737 + Penalty 2894.930018 = -590140.031720
  nChanged 246
		SP:Iteration 11Q (182968.910000 sec): 3 clusters
  Score: Raw -593167.376880 + Penalty 2894.930018 = -590272.446863
  nChanged 217
		SP:Iteration 12Q (182969.140000 sec): 3 clusters
  Score: Raw -593276.121416 + Penalty 2894.930018 = -590381.191398
  nChanged 187
		SP:Iteration 13Q (182969.330000 sec): 3 clusters
  Score: Raw -593369.239394 + Penalty 2894.930018 = -590474.309376
  nChanged 175
		SP:Iteration 14Q (182969.540000 sec): 3 clusters
  Score: Raw -593446.123205 + Penalty 2894.930018 = -590551.193187
  nChanged 146
		SP:Iteration 15Q (182969.750000 sec): 3 clusters
  Score: Raw -593513.932046 + Penalty 2894.930018 = -590619.002029
  nChanged 148
		SP:Iteration 16Q (182969.970000 sec): 3 clusters
  Score: Raw -593577.174597 + Penalty 2894.930018 = -590682.244580
  nChanged 124
		SP:Iteration 17Q (182970.210000 sec): 3 clusters
  Score: Raw -593627.925853 + Penalty 2894.930018 = -590732.995836
  nChanged 87
		SP:Iteration 18Q (182970.400000 sec): 3 clusters
  Score: Raw -593661.240046 + Penalty 2894.930018 = -590766.310028
  nChanged 90
		SP:Iteration 19Q (182970.680000 sec): 3 clusters
  Score: Raw -593694.164236 + Penalty 2894.930018 = -590799.234218
  nChanged 80
		SP:Iteration 20F (182970.860000 sec): 3 clusters
  Score: Raw -593718.511331 + Penalty 2894.930018 = -590823.581313
  nChanged 66
		SP:Iteration 21Q (182971.090000 sec): 3 clusters
  Score: Raw -593742.301378 + Penalty 2894.930018 = -590847.371360
  nChanged 69
		SP:Iteration 22Q (182971.300000 sec): 3 clusters
  Score: Raw -593767.380386 + Penalty 2894.930018 = -590872.450368
  nChanged 59
		SP:Iteration 23Q (182971.500000 sec): 3 clusters
  Score: Raw -593793.576226 + Penalty 2894.930018 = -590898.646208
  nChanged 69
		SP:Iteration 24Q (182971.680000 sec): 3 clusters
  Score: Raw -593818.065960 + Penalty 2894.930018 = -590923.135943
  nChanged 59
		SP:Iteration 25Q (182971.910000 sec): 3 clusters
  Score: Raw -593840.406969 + Penalty 2894.930018 = -590945.476951
  nChanged 67
		SP:Iteration 26Q (182972.100000 sec): 3 clusters
  Score: Raw -593871.341824 + Penalty 2894.930018 = -590976.411806
  nChanged 68
		SP:Iteration 27Q (182972.300000 sec): 3 clusters
  Score: Raw -593899.869768 + Penalty 2894.930018 = -591004.939751
  nChanged 62
		SP:Iteration 28Q (182972.470000 sec): 3 clusters
  Score: Raw -593919.198017 + Penalty 2894.930018 = -591024.267999
  nChanged 66
		SP:Iteration 29Q (182972.630000 sec): 3 clusters
  Score: Raw -593939.877757 + Penalty 2894.930018 = -591044.947739
  nChanged 57
		SP:Iteration 30Q (182972.850000 sec): 3 clusters
  Score: Raw -593962.564546 + Penalty 2894.930018 = -591067.634528
  nChanged 58
		SP:Iteration 31Q (182973.030000 sec): 3 clusters
  Score: Raw -593985.913139 + Penalty 2894.930018 = -591090.983121
  nChanged 49
		SP:Iteration 32Q (182973.280000 sec): 3 clusters
  Score: Raw -594005.284961 + Penalty 2894.930018 = -591110.354944
  nChanged 51
		SP:Iteration 33Q (182973.540000 sec): 3 clusters
  Score: Raw -594023.320612 + Penalty 2894.930018 = -591128.390595
  nChanged 55
		SP:Iteration 34Q (182973.730000 sec): 3 clusters
  Score: Raw -594041.684338 + Penalty 2894.930018 = -591146.754320
  nChanged 57
		SP:Iteration 35Q (182973.990000 sec): 3 clusters
  Score: Raw -594060.504287 + Penalty 2894.930018 = -591165.574269
  nChanged 37
		SP:Iteration 36Q (182974.200000 sec): 3 clusters
  Score: Raw -594072.826638 + Penalty 2894.930018 = -591177.896620
  nChanged 43
		SP:Iteration 37Q (182974.440000 sec): 3 clusters
  Score: Raw -594088.315062 + Penalty 2894.930018 = -591193.385045
  nChanged 44
		SP:Iteration 38Q (182974.630000 sec): 3 clusters
  Score: Raw -594101.469431 + Penalty 2894.930018 = -591206.539413
  nChanged 32
		SP:Iteration 39Q (182974.840000 sec): 3 clusters
  Score: Raw -594112.052396 + Penalty 2894.930018 = -591217.122378
  nChanged 33
		SP:Iteration 40F (182975.050000 sec): 3 clusters
  Score: Raw -594122.337197 + Penalty 2894.930018 = -591227.407179
  nChanged 31
		SP:Iteration 41Q (182975.330000 sec): 3 clusters
  Score: Raw -594130.227480 + Penalty 2894.930018 = -591235.297462
  nChanged 21
		SP:Iteration 42Q (182975.550000 sec): 3 clusters
  Score: Raw -594135.809063 + Penalty 2894.930018 = -591240.879045
  nChanged 19
		SP:Iteration 43Q (182975.770000 sec): 3 clusters
  Score: Raw -594140.677331 + Penalty 2894.930018 = -591245.747313
  nChanged 16
		SP:Iteration 44Q (182976.000000 sec): 3 clusters
  Score: Raw -594146.532286 + Penalty 2894.930018 = -591251.602268
  nChanged 20
		SP:Iteration 45Q (182976.240000 sec): 3 clusters
  Score: Raw -594152.271450 + Penalty 2894.930018 = -591257.341432
  nChanged 15
		SP:Iteration 46Q (182976.500000 sec): 3 clusters
  Score: Raw -594156.418752 + Penalty 2894.930018 = -591261.488734
  nChanged 20
		SP:Iteration 47Q (182976.750000 sec): 3 clusters
  Score: Raw -594162.488392 + Penalty 2894.930018 = -591267.558375
  nChanged 23
		SP:Iteration 48Q (182976.990000 sec): 3 clusters
  Score: Raw -594169.219853 + Penalty 2894.930018 = -591274.289835
  nChanged 20
		SP:Iteration 49Q (182977.220000 sec): 3 clusters
  Score: Raw -594175.703565 + Penalty 2894.930018 = -591280.773547
  nChanged 25
		SP:Iteration 50Q (182977.450000 sec): 3 clusters
  Score: Raw -594182.285907 + Penalty 2894.930018 = -591287.355889
  nChanged 20
		SP:Iteration 51Q (182977.680000 sec): 3 clusters
  Score: Raw -594188.715491 + Penalty 2894.930018 = -591293.785473
  nChanged 22
		SP:Iteration 52Q (182977.870000 sec): 3 clusters
  Score: Raw -594193.446588 + Penalty 2894.930018 = -591298.516570
  nChanged 13
		SP:Iteration 53Q (182978.070000 sec): 3 clusters
  Score: Raw -594197.555247 + Penalty 2894.930018 = -591302.625229
  nChanged 12
		SP:Iteration 54Q (182978.280000 sec): 3 clusters
  Score: Raw -594200.183611 + Penalty 2894.930018 = -591305.253593
  nChanged 10
		SP:Iteration 55Q (182978.480000 sec): 3 clusters
  Score: Raw -594203.928874 + Penalty 2894.930018 = -591308.998857
  nChanged 17
		SP:Iteration 56Q (182978.720000 sec): 3 clusters
  Score: Raw -594211.041422 + Penalty 2894.930018 = -591316.111404
  nChanged 24
		SP:Iteration 57Q (182978.880000 sec): 3 clusters
  Score: Raw -594218.793249 + Penalty 2894.930018 = -591323.863231
  nChanged 18
		SP:Iteration 58Q (182979.090000 sec): 3 clusters
  Score: Raw -594223.956008 + Penalty 2894.930018 = -591329.025991
  nChanged 19
		SP:Iteration 59Q (182979.300000 sec): 3 clusters
  Score: Raw -594229.653687 + Penalty 2894.930018 = -591334.723669
  nChanged 16
		SP:Iteration 60F (182979.480000 sec): 3 clusters
  Score: Raw -594234.649344 + Penalty 2894.930018 = -591339.719326
  nChanged 14
		SP:Iteration 61Q (182979.680000 sec): 3 clusters
  Score: Raw -594238.460280 + Penalty 2894.930018 = -591343.530263
  nChanged 15
		SP:Iteration 62Q (182979.900000 sec): 3 clusters
  Score: Raw -594242.616691 + Penalty 2894.930018 = -591347.686674
  nChanged 11
		SP:Iteration 63Q (182980.140000 sec): 3 clusters
  Score: Raw -594246.043886 + Penalty 2894.930018 = -591351.113868
  nChanged 14
		SP:Iteration 64Q (182980.360000 sec): 3 clusters
  Score: Raw -594250.825033 + Penalty 2894.930018 = -591355.895016
  nChanged 15
		SP:Iteration 65Q (182980.620000 sec): 3 clusters
  Score: Raw -594256.350215 + Penalty 2894.930018 = -591361.420197
  nChanged 16
		SP:Iteration 66Q (182980.840000 sec): 3 clusters
  Score: Raw -594261.609907 + Penalty 2894.930018 = -591366.679890
  nChanged 17
		SP:Iteration 67Q (182981.060000 sec): 3 clusters
  Score: Raw -594266.900813 + Penalty 2894.930018 = -591371.970795
  nChanged 15
		SP:Iteration 68Q (182981.330000 sec): 3 clusters
  Score: Raw -594274.739264 + Penalty 2894.930018 = -591379.809246
  nChanged 20
		SP:Iteration 69Q (182981.540000 sec): 3 clusters
  Score: Raw -594281.262001 + Penalty 2894.930018 = -591386.331984
  nChanged 14
		SP:Iteration 70Q (182981.750000 sec): 3 clusters
  Score: Raw -594285.401262 + Penalty 2894.930018 = -591390.471245
  nChanged 19
		SP:Iteration 71Q (182981.920000 sec): 3 clusters
  Score: Raw -594291.128946 + Penalty 2894.930018 = -591396.198928
  nChanged 12
		SP:Iteration 72Q (182982.190000 sec): 3 clusters
  Score: Raw -594294.618411 + Penalty 2894.930018 = -591399.688393
  nChanged 14
		SP:Iteration 73Q (182982.400000 sec): 3 clusters
  Score: Raw -594297.410768 + Penalty 2894.930018 = -591402.480751
  nChanged 7
		SP:Iteration 74Q (182982.620000 sec): 3 clusters
  Score: Raw -594300.033727 + Penalty 2894.930018 = -591405.103709
  nChanged 14
		SP:Iteration 75Q (182982.880000 sec): 3 clusters
  Score: Raw -594305.955073 + Penalty 2894.930018 = -591411.025055
  nChanged 16
		SP:Iteration 76Q (182983.110000 sec): 3 clusters
  Score: Raw -594310.515858 + Penalty 2894.930018 = -591415.585840
  nChanged 9
		SP:Iteration 77Q (182983.300000 sec): 3 clusters
  Score: Raw -594313.041844 + Penalty 2894.930018 = -591418.111827
  nChanged 12
		SP:Iteration 78Q (182983.510000 sec): 3 clusters
  Score: Raw -594317.195311 + Penalty 2894.930018 = -591422.265293
  nChanged 12
		SP:Iteration 79Q (182983.700000 sec): 3 clusters
  Score: Raw -594322.545024 + Penalty 2894.930018 = -591427.615006
  nChanged 18
		SP:Iteration 80F (182983.910000 sec): 3 clusters
  Score: Raw -594328.066997 + Penalty 2894.930018 = -591433.136979
  nChanged 15
		SP:Iteration 81Q (182984.070000 sec): 3 clusters
  Score: Raw -594332.210371 + Penalty 2894.930018 = -591437.280353
  nChanged 5
		SP:Iteration 82Q (182984.240000 sec): 3 clusters
  Score: Raw -594334.166834 + Penalty 2894.930018 = -591439.236816
  nChanged 6
		SP:Iteration 83Q (182984.480000 sec): 3 clusters
  Score: Raw -594335.523513 + Penalty 2894.930018 = -591440.593496
  nChanged 4
		SP:Iteration 84Q (182984.680000 sec): 3 clusters
  Score: Raw -594336.445553 + Penalty 2894.930018 = -591441.515535
  nChanged 3
		SP:Iteration 85Q (182984.910000 sec): 3 clusters
  Score: Raw -594337.886999 + Penalty 2894.930018 = -591442.956982
  nChanged 7
		SP:Iteration 86Q (182985.100000 sec): 3 clusters
  Score: Raw -594341.720783 + Penalty 2894.930018 = -591446.790765
  nChanged 11
		SP:Iteration 87Q (182985.280000 sec): 3 clusters
  Score: Raw -594345.278549 + Penalty 2894.930018 = -591450.348532
  nChanged 4
		SP:Iteration 88Q (182985.510000 sec): 3 clusters
  Score: Raw -594346.481972 + Penalty 2894.930018 = -591451.551954
  nChanged 4
		SP:Iteration 89Q (182985.740000 sec): 3 clusters
  Score: Raw -594347.210999 + Penalty 2894.930018 = -591452.280981
  nChanged 0
		SP:Iteration 90F (182985.940000 sec): 3 clusters
  Score: Raw -594347.210999 + Penalty 2894.930018 = -591452.280981
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 25 (2233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182986.090000 sec): 2 clusters
  Score: Raw -150729.439530 + Penalty 1253.053953 = -149476.385577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182986.260000 sec): 3 clusters
  Score: Raw -149799.254460 + Penalty 2506.107907 = -147293.146553
  nChanged 854
		SP:Iteration 1F (182986.460000 sec): 3 clusters
  Score: Raw -150439.567295 + Penalty 2506.107907 = -147933.459389
  nChanged 189
		SP:Iteration 2F (182986.700000 sec): 3 clusters
  Score: Raw -150614.799035 + Penalty 2506.107907 = -148108.691129
  nChanged 124
		SP:Iteration 3F (182986.910000 sec): 3 clusters
  Score: Raw -150774.681545 + Penalty 2506.107907 = -148268.573638
  nChanged 116
		SP:Iteration 4F (182987.140000 sec): 3 clusters
  Score: Raw -150921.203873 + Penalty 2506.107907 = -148415.095966
  nChanged 107
		SP:Iteration 5Q (182987.310000 sec): 3 clusters
  Score: Raw -151074.536816 + Penalty 2506.107907 = -148568.428910
  nChanged 110
		SP:Iteration 6Q (182987.550000 sec): 3 clusters
  Score: Raw -151240.659763 + Penalty 2506.107907 = -148734.551856
  nChanged 114
		SP:Iteration 7F (182987.710000 sec): 3 clusters
  Score: Raw -151403.194910 + Penalty 2506.107907 = -148897.087004
  nChanged 116
		SP:Iteration 8F (182987.860000 sec): 3 clusters
  Score: Raw -151547.493537 + Penalty 2506.107907 = -149041.385630
  nChanged 103
		SP:Iteration 9Q (182988.080000 sec): 3 clusters
  Score: Raw -151650.034751 + Penalty 2506.107907 = -149143.926844
  nChanged 68
		SP:Iteration 10Q (182988.280000 sec): 3 clusters
  Score: Raw -151727.363723 + Penalty 2506.107907 = -149221.255816
  nChanged 50
		SP:Iteration 11Q (182988.430000 sec): 3 clusters
  Score: Raw -151753.642409 + Penalty 2506.107907 = -149247.534502
  nChanged 29
		SP:Iteration 12Q (182988.600000 sec): 3 clusters
  Score: Raw -151769.552627 + Penalty 2506.107907 = -149263.444720
  nChanged 32
		SP:Iteration 13Q (182988.860000 sec): 3 clusters
  Score: Raw -151787.189276 + Penalty 2506.107907 = -149281.081369
  nChanged 20
		SP:Iteration 14Q (182989.020000 sec): 3 clusters
  Score: Raw -151801.018685 + Penalty 2506.107907 = -149294.910778
  nChanged 21
		SP:Iteration 15Q (182989.220000 sec): 3 clusters
  Score: Raw -151812.858408 + Penalty 2506.107907 = -149306.750501
  nChanged 17
		SP:Iteration 16Q (182989.430000 sec): 3 clusters
  Score: Raw -151823.799039 + Penalty 2506.107907 = -149317.691132
  nChanged 14
		SP:Iteration 17Q (182989.590000 sec): 3 clusters
  Score: Raw -151830.631155 + Penalty 2506.107907 = -149324.523248
  nChanged 11
		SP:Iteration 18Q (182989.820000 sec): 3 clusters
  Score: Raw -151835.469879 + Penalty 2506.107907 = -149329.361972
  nChanged 9
		SP:Iteration 19Q (182990.040000 sec): 3 clusters
  Score: Raw -151839.540995 + Penalty 2506.107907 = -149333.433088
  nChanged 12
		SP:Iteration 20F (182990.200000 sec): 3 clusters
  Score: Raw -151844.293387 + Penalty 2506.107907 = -149338.185480
  nChanged 12
		SP:Iteration 21Q (182990.400000 sec): 3 clusters
  Score: Raw -151854.621384 + Penalty 2506.107907 = -149348.513477
  nChanged 15
		SP:Iteration 22Q (182990.570000 sec): 3 clusters
  Score: Raw -151863.667618 + Penalty 2506.107907 = -149357.559711
  nChanged 12
		SP:Iteration 23Q (182990.760000 sec): 3 clusters
  Score: Raw -151868.804724 + Penalty 2506.107907 = -149362.696817
  nChanged 4
		SP:Iteration 24Q (182990.980000 sec): 3 clusters
  Score: Raw -151870.184212 + Penalty 2506.107907 = -149364.076305
  nChanged 4
		SP:Iteration 25Q (182991.120000 sec): 3 clusters
  Score: Raw -151872.058259 + Penalty 2506.107907 = -149365.950352
  nChanged 2
		SP:Iteration 26Q (182991.320000 sec): 3 clusters
  Score: Raw -151872.992498 + Penalty 2506.107907 = -149366.884591
  nChanged 3
		SP:Iteration 27Q (182991.500000 sec): 3 clusters
  Score: Raw -151874.415564 + Penalty 2506.107907 = -149368.307657
  nChanged 3
		SP:Iteration 28Q (182991.680000 sec): 3 clusters
  Score: Raw -151875.389498 + Penalty 2506.107907 = -149369.281591
  nChanged 3
		SP:Iteration 29Q (182991.870000 sec): 3 clusters
  Score: Raw -151877.307420 + Penalty 2506.107907 = -149371.199513
  nChanged 7
		SP:Iteration 30Q (182991.980000 sec): 3 clusters
  Score: Raw -151880.832959 + Penalty 2506.107907 = -149374.725052
  nChanged 7
		SP:Iteration 31Q (182992.150000 sec): 3 clusters
  Score: Raw -151884.090917 + Penalty 2506.107907 = -149377.983010
  nChanged 9
		SP:Iteration 32Q (182992.330000 sec): 3 clusters
  Score: Raw -151888.915306 + Penalty 2506.107907 = -149382.807399
  nChanged 6
		SP:Iteration 33Q (182992.550000 sec): 3 clusters
  Score: Raw -151891.366681 + Penalty 2506.107907 = -149385.258774
  nChanged 5
		SP:Iteration 34Q (182992.700000 sec): 3 clusters
  Score: Raw -151892.843294 + Penalty 2506.107907 = -149386.735387
  nChanged 5
		SP:Iteration 35Q (182992.870000 sec): 3 clusters
  Score: Raw -151894.709496 + Penalty 2506.107907 = -149388.601590
  nChanged 5
		SP:Iteration 36Q (182993.040000 sec): 3 clusters
  Score: Raw -151896.687455 + Penalty 2506.107907 = -149390.579548
  nChanged 3
		SP:Iteration 37Q (182993.210000 sec): 3 clusters
  Score: Raw -151897.682640 + Penalty 2506.107907 = -149391.574733
  nChanged 4
		SP:Iteration 38Q (182993.350000 sec): 3 clusters
  Score: Raw -151898.938552 + Penalty 2506.107907 = -149392.830646
  nChanged 1
		SP:Iteration 39Q (182993.540000 sec): 3 clusters
  Score: Raw -151899.324671 + Penalty 2506.107907 = -149393.216764
  nChanged 0
		SP:Iteration 40F (182993.720000 sec): 3 clusters
  Score: Raw -151899.324671 + Penalty 2506.107907 = -149393.216764
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 26 (3017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (182993.820000 sec): 2 clusters
  Score: Raw -254754.862744 + Penalty 1301.952964 = -253452.909781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (182994.060000 sec): 3 clusters
  Score: Raw -253292.876912 + Penalty 2603.905928 = -250688.970984
  nChanged 1184
		SP:Iteration 1F (182994.240000 sec): 3 clusters
  Score: Raw -253978.290236 + Penalty 2603.905928 = -251374.384308
  nChanged 244
		SP:Iteration 2F (182994.450000 sec): 3 clusters
  Score: Raw -254155.529900 + Penalty 2603.905928 = -251551.623972
  nChanged 166
		SP:Iteration 3F (182994.650000 sec): 3 clusters
  Score: Raw -254259.240643 + Penalty 2603.905928 = -251655.334715
  nChanged 124
		SP:Iteration 4Q (182994.860000 sec): 3 clusters
  Score: Raw -254347.664501 + Penalty 2603.905928 = -251743.758573
  nChanged 108
		SP:Iteration 5Q (182995.040000 sec): 3 clusters
  Score: Raw -254413.796678 + Penalty 2603.905928 = -251809.890750
  nChanged 87
		SP:Iteration 6Q (182995.270000 sec): 3 clusters
  Score: Raw -254463.015144 + Penalty 2603.905928 = -251859.109216
  nChanged 92
		SP:Iteration 7Q (182995.420000 sec): 3 clusters
  Score: Raw -254520.489578 + Penalty 2603.905928 = -251916.583650
  nChanged 83
		SP:Iteration 8Q (182995.580000 sec): 3 clusters
  Score: Raw -254564.547724 + Penalty 2603.905928 = -251960.641796
  nChanged 66
		SP:Iteration 9Q (182995.790000 sec): 3 clusters
  Score: Raw -254599.138760 + Penalty 2603.905928 = -251995.232832
  nChanged 61
		SP:Iteration 10Q (182995.950000 sec): 3 clusters
  Score: Raw -254635.806701 + Penalty 2603.905928 = -252031.900773
  nChanged 54
		SP:Iteration 11Q (182996.160000 sec): 3 clusters
  Score: Raw -254661.395046 + Penalty 2603.905928 = -252057.489119
  nChanged 42
		SP:Iteration 12Q (182996.340000 sec): 3 clusters
  Score: Raw -254683.545566 + Penalty 2603.905928 = -252079.639639
  nChanged 31
		SP:Iteration 13Q (182996.500000 sec): 3 clusters
  Score: Raw -254694.618197 + Penalty 2603.905928 = -252090.712269
  nChanged 23
		SP:Iteration 14Q (182996.680000 sec): 3 clusters
  Score: Raw -254706.504125 + Penalty 2603.905928 = -252102.598197
  nChanged 24
		SP:Iteration 15Q (182996.880000 sec): 3 clusters
  Score: Raw -254718.732674 + Penalty 2603.905928 = -252114.826746
  nChanged 25
		SP:Iteration 16Q (182997.100000 sec): 3 clusters
  Score: Raw -254727.873618 + Penalty 2603.905928 = -252123.967690
  nChanged 19
		SP:Iteration 17Q (182997.280000 sec): 3 clusters
  Score: Raw -254734.411747 + Penalty 2603.905928 = -252130.505819
  nChanged 20
		SP:Iteration 18Q (182997.470000 sec): 3 clusters
  Score: Raw -254742.819137 + Penalty 2603.905928 = -252138.913209
  nChanged 15
		SP:Iteration 19Q (182997.630000 sec): 3 clusters
  Score: Raw -254747.956891 + Penalty 2603.905928 = -252144.050963
  nChanged 15
		SP:Iteration 20F (182997.870000 sec): 3 clusters
  Score: Raw -254753.699076 + Penalty 2603.905928 = -252149.793148
  nChanged 12
		SP:Iteration 21Q (182998.030000 sec): 3 clusters
  Score: Raw -254755.940555 + Penalty 2603.905928 = -252152.034627
  nChanged 10
		SP:Iteration 22Q (182998.280000 sec): 3 clusters
  Score: Raw -254759.275085 + Penalty 2603.905928 = -252155.369158
  nChanged 17
		SP:Iteration 23Q (182998.460000 sec): 3 clusters
  Score: Raw -254766.418307 + Penalty 2603.905928 = -252162.512379
  nChanged 23
		SP:Iteration 24Q (182998.640000 sec): 3 clusters
  Score: Raw -254776.545863 + Penalty 2603.905928 = -252172.639935
  nChanged 22
		SP:Iteration 25Q (182998.810000 sec): 3 clusters
  Score: Raw -254788.528477 + Penalty 2603.905928 = -252184.622549
  nChanged 20
		SP:Iteration 26Q (182998.990000 sec): 3 clusters
  Score: Raw -254796.871734 + Penalty 2603.905928 = -252192.965806
  nChanged 22
		SP:Iteration 27Q (182999.170000 sec): 3 clusters
  Score: Raw -254807.587433 + Penalty 2603.905928 = -252203.681505
  nChanged 23
		SP:Iteration 28Q (182999.340000 sec): 3 clusters
  Score: Raw -254816.928148 + Penalty 2603.905928 = -252213.022220
  nChanged 17
		SP:Iteration 29Q (182999.500000 sec): 3 clusters
  Score: Raw -254822.660572 + Penalty 2603.905928 = -252218.754644
  nChanged 10
		SP:Iteration 30Q (182999.640000 sec): 3 clusters
  Score: Raw -254826.876962 + Penalty 2603.905928 = -252222.971034
  nChanged 12
		SP:Iteration 31Q (182999.790000 sec): 3 clusters
  Score: Raw -254829.995990 + Penalty 2603.905928 = -252226.090063
  nChanged 8
		SP:Iteration 32Q (182999.930000 sec): 3 clusters
  Score: Raw -254832.104721 + Penalty 2603.905928 = -252228.198793
  nChanged 7
		SP:Iteration 33Q (183000.140000 sec): 3 clusters
  Score: Raw -254833.293042 + Penalty 2603.905928 = -252229.387115
  nChanged 3
		SP:Iteration 34Q (183000.360000 sec): 3 clusters
  Score: Raw -254834.240004 + Penalty 2603.905928 = -252230.334076
  nChanged 4
		SP:Iteration 35Q (183000.550000 sec): 3 clusters
  Score: Raw -254835.408274 + Penalty 2603.905928 = -252231.502346
  nChanged 5
		SP:Iteration 36Q (183000.780000 sec): 3 clusters
  Score: Raw -254837.248895 + Penalty 2603.905928 = -252233.342968
  nChanged 8
		SP:Iteration 37Q (183000.950000 sec): 3 clusters
  Score: Raw -254839.891426 + Penalty 2603.905928 = -252235.985499
  nChanged 7
		SP:Iteration 38Q (183001.170000 sec): 3 clusters
  Score: Raw -254842.636513 + Penalty 2603.905928 = -252238.730585
  nChanged 4
		SP:Iteration 39Q (183001.340000 sec): 3 clusters
  Score: Raw -254843.355415 + Penalty 2603.905928 = -252239.449487
  nChanged 4
		SP:Iteration 40F (183001.520000 sec): 3 clusters
  Score: Raw -254844.616274 + Penalty 2603.905928 = -252240.710346
  nChanged 3
		SP:Iteration 41Q (183001.730000 sec): 3 clusters
  Score: Raw -254845.008294 + Penalty 2603.905928 = -252241.102366
  nChanged 1
		SP:Iteration 42Q (183001.880000 sec): 3 clusters
  Score: Raw -254845.415034 + Penalty 2603.905928 = -252241.509107
  nChanged 3
		SP:Iteration 43Q (183002.040000 sec): 3 clusters
  Score: Raw -254847.175361 + Penalty 2603.905928 = -252243.269433
  nChanged 3
		SP:Iteration 44Q (183002.240000 sec): 3 clusters
  Score: Raw -254849.350760 + Penalty 2603.905928 = -252245.444832
  nChanged 6
		SP:Iteration 45Q (183002.420000 sec): 3 clusters
  Score: Raw -254850.620785 + Penalty 2603.905928 = -252246.714857
  nChanged 4
		SP:Iteration 46Q (183002.570000 sec): 3 clusters
  Score: Raw -254851.236439 + Penalty 2603.905928 = -252247.330511
  nChanged 3
		SP:Iteration 47Q (183002.790000 sec): 3 clusters
  Score: Raw -254851.814505 + Penalty 2603.905928 = -252247.908577
  nChanged 1
		SP:Iteration 48Q (183003.010000 sec): 3 clusters
  Score: Raw -254851.910177 + Penalty 2603.905928 = -252248.004249
  nChanged 0
		SP:Iteration 49F (183003.170000 sec): 3 clusters
  Score: Raw -254851.910177 + Penalty 2603.905928 = -252248.004249
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 27 (26001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183003.400000 sec): 2 clusters
  Score: Raw -2260881.452425 + Penalty 1651.957170 = -2259229.495255
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183003.730000 sec): 3 clusters
  Score: Raw -2244940.558420 + Penalty 3303.914340 = -2241636.644080
  nChanged 11897
		SP:Iteration 1F (183004.000000 sec): 3 clusters
  Score: Raw -2251819.014549 + Penalty 3303.914340 = -2248515.100208
  nChanged 1543
		SP:Iteration 2F (183004.260000 sec): 3 clusters
  Score: Raw -2252671.524368 + Penalty 3303.914340 = -2249367.610028
  nChanged 1845
		SP:Iteration 3F (183004.590000 sec): 3 clusters
  Score: Raw -2253972.926461 + Penalty 3303.914340 = -2250669.012120
  nChanged 2104
		SP:Iteration 4F (183004.850000 sec): 3 clusters
  Score: Raw -2255559.245405 + Penalty 3303.914340 = -2252255.331065
  nChanged 2010
		SP:Iteration 5F (183005.150000 sec): 3 clusters
  Score: Raw -2256811.154835 + Penalty 3303.914340 = -2253507.240495
  nChanged 1520
		SP:Iteration 6F (183005.490000 sec): 3 clusters
  Score: Raw -2257551.323571 + Penalty 3303.914340 = -2254247.409230
  nChanged 1037
		SP:Iteration 7Q (183005.790000 sec): 3 clusters
  Score: Raw -2257941.881994 + Penalty 3303.914340 = -2254637.967654
  nChanged 743
		SP:Iteration 8Q (183006.120000 sec): 3 clusters
  Score: Raw -2258134.569155 + Penalty 3303.914340 = -2254830.654815
  nChanged 499
		SP:Iteration 9Q (183006.420000 sec): 3 clusters
  Score: Raw -2258239.231919 + Penalty 3303.914340 = -2254935.317579
  nChanged 348
		SP:Iteration 10Q (183006.710000 sec): 3 clusters
  Score: Raw -2258304.919603 + Penalty 3303.914340 = -2255001.005263
  nChanged 271
		SP:Iteration 11Q (183007.010000 sec): 3 clusters
  Score: Raw -2258352.216086 + Penalty 3303.914340 = -2255048.301746
  nChanged 236
		SP:Iteration 12Q (183007.290000 sec): 3 clusters
  Score: Raw -2258391.961168 + Penalty 3303.914340 = -2255088.046827
  nChanged 215
		SP:Iteration 13Q (183007.620000 sec): 3 clusters
  Score: Raw -2258421.724161 + Penalty 3303.914340 = -2255117.809820
  nChanged 200
		SP:Iteration 14Q (183007.960000 sec): 3 clusters
  Score: Raw -2258451.303406 + Penalty 3303.914340 = -2255147.389065
  nChanged 207
		SP:Iteration 15Q (183008.280000 sec): 3 clusters
  Score: Raw -2258481.428089 + Penalty 3303.914340 = -2255177.513749
  nChanged 210
		SP:Iteration 16Q (183008.560000 sec): 3 clusters
  Score: Raw -2258512.602823 + Penalty 3303.914340 = -2255208.688483
  nChanged 211
		SP:Iteration 17Q (183008.840000 sec): 3 clusters
  Score: Raw -2258544.503800 + Penalty 3303.914340 = -2255240.589460
  nChanged 219
		SP:Iteration 18Q (183009.170000 sec): 3 clusters
  Score: Raw -2258576.544008 + Penalty 3303.914340 = -2255272.629668
  nChanged 237
		SP:Iteration 19Q (183009.520000 sec): 3 clusters
  Score: Raw -2258610.983024 + Penalty 3303.914340 = -2255307.068684
  nChanged 262
		SP:Iteration 20F (183009.820000 sec): 3 clusters
  Score: Raw -2258650.753840 + Penalty 3303.914340 = -2255346.839500
  nChanged 275
		SP:Iteration 21Q (183010.150000 sec): 3 clusters
  Score: Raw -2258696.701884 + Penalty 3303.914340 = -2255392.787543
  nChanged 296
		SP:Iteration 22Q (183010.450000 sec): 3 clusters
  Score: Raw -2258750.931900 + Penalty 3303.914340 = -2255447.017560
  nChanged 362
		SP:Iteration 23Q (183010.750000 sec): 3 clusters
  Score: Raw -2258822.715543 + Penalty 3303.914340 = -2255518.801203
  nChanged 364
		SP:Iteration 24Q (183011.070000 sec): 3 clusters
  Score: Raw -2258898.200593 + Penalty 3303.914340 = -2255594.286253
  nChanged 384
		SP:Iteration 25Q (183011.360000 sec): 3 clusters
  Score: Raw -2258982.416031 + Penalty 3303.914340 = -2255678.501691
  nChanged 404
		SP:Iteration 26Q (183011.630000 sec): 3 clusters
  Score: Raw -2259063.829410 + Penalty 3303.914340 = -2255759.915070
  nChanged 397
		SP:Iteration 27Q (183011.970000 sec): 3 clusters
  Score: Raw -2259145.188543 + Penalty 3303.914340 = -2255841.274202
  nChanged 414
		SP:Iteration 28Q (183012.330000 sec): 3 clusters
  Score: Raw -2259236.153968 + Penalty 3303.914340 = -2255932.239628
  nChanged 423
		SP:Iteration 29Q (183012.650000 sec): 3 clusters
  Score: Raw -2259338.783591 + Penalty 3303.914340 = -2256034.869251
  nChanged 492
		SP:Iteration 30Q (183012.990000 sec): 3 clusters
  Score: Raw -2259463.671693 + Penalty 3303.914340 = -2256159.757353
  nChanged 514
		SP:Iteration 31Q (183013.300000 sec): 3 clusters
  Score: Raw -2259603.139431 + Penalty 3303.914340 = -2256299.225090
  nChanged 550
		SP:Iteration 32Q (183013.620000 sec): 3 clusters
  Score: Raw -2259761.062359 + Penalty 3303.914340 = -2256457.148019
  nChanged 538
		SP:Iteration 33Q (183013.900000 sec): 3 clusters
  Score: Raw -2259909.360158 + Penalty 3303.914340 = -2256605.445817
  nChanged 539
		SP:Iteration 34Q (183014.220000 sec): 3 clusters
  Score: Raw -2260065.783455 + Penalty 3303.914340 = -2256761.869115
  nChanged 536
		SP:Iteration 35Q (183014.540000 sec): 3 clusters
  Score: Raw -2260222.182770 + Penalty 3303.914340 = -2256918.268430
  nChanged 515
		SP:Iteration 36Q (183014.900000 sec): 3 clusters
  Score: Raw -2260366.751837 + Penalty 3303.914340 = -2257062.837496
  nChanged 470
		SP:Iteration 37Q (183015.200000 sec): 3 clusters
  Score: Raw -2260494.229956 + Penalty 3303.914340 = -2257190.315616
  nChanged 422
		SP:Iteration 38Q (183015.580000 sec): 3 clusters
  Score: Raw -2260607.824697 + Penalty 3303.914340 = -2257303.910356
  nChanged 388
		SP:Iteration 39Q (183015.900000 sec): 3 clusters
  Score: Raw -2260711.230686 + Penalty 3303.914340 = -2257407.316346
  nChanged 342
		SP:Iteration 40F (183016.210000 sec): 3 clusters
  Score: Raw -2260800.404237 + Penalty 3303.914340 = -2257496.489897
  nChanged 361
		SP:Iteration 41Q (183016.550000 sec): 3 clusters
  Score: Raw -2260888.915643 + Penalty 3303.914340 = -2257585.001302
  nChanged 311
		SP:Iteration 42Q (183016.840000 sec): 3 clusters
  Score: Raw -2260965.809511 + Penalty 3303.914340 = -2257661.895170
  nChanged 292
		SP:Iteration 43Q (183017.140000 sec): 3 clusters
  Score: Raw -2261039.416488 + Penalty 3303.914340 = -2257735.502148
  nChanged 264
		SP:Iteration 44Q (183017.470000 sec): 3 clusters
  Score: Raw -2261111.326033 + Penalty 3303.914340 = -2257807.411693
  nChanged 229
		SP:Iteration 45Q (183017.750000 sec): 3 clusters
  Score: Raw -2261174.631125 + Penalty 3303.914340 = -2257870.716785
  nChanged 244
		SP:Iteration 46Q (183018.100000 sec): 3 clusters
  Score: Raw -2261251.610491 + Penalty 3303.914340 = -2257947.696151
  nChanged 229
		SP:Iteration 47Q (183018.390000 sec): 3 clusters
  Score: Raw -2261325.083159 + Penalty 3303.914340 = -2258021.168819
  nChanged 177
		SP:Iteration 48Q (183018.720000 sec): 3 clusters
  Score: Raw -2261380.156648 + Penalty 3303.914340 = -2258076.242307
  nChanged 153
		SP:Iteration 49Q (183019.040000 sec): 3 clusters
  Score: Raw -2261425.431435 + Penalty 3303.914340 = -2258121.517094
  nChanged 129
		SP:Iteration 50Q (183019.360000 sec): 3 clusters
  Score: Raw -2261460.275567 + Penalty 3303.914340 = -2258156.361227
  nChanged 118
		SP:Iteration 51Q (183019.680000 sec): 3 clusters
  Score: Raw -2261491.739358 + Penalty 3303.914340 = -2258187.825018
  nChanged 114
		SP:Iteration 52Q (183020.020000 sec): 3 clusters
  Score: Raw -2261521.071407 + Penalty 3303.914340 = -2258217.157066
  nChanged 97
		SP:Iteration 53Q (183020.320000 sec): 3 clusters
  Score: Raw -2261541.541414 + Penalty 3303.914340 = -2258237.627074
  nChanged 95
		SP:Iteration 54Q (183020.680000 sec): 3 clusters
  Score: Raw -2261561.361700 + Penalty 3303.914340 = -2258257.447360
  nChanged 82
		SP:Iteration 55Q (183021.010000 sec): 3 clusters
  Score: Raw -2261578.703927 + Penalty 3303.914340 = -2258274.789587
  nChanged 86
		SP:Iteration 56Q (183021.340000 sec): 3 clusters
  Score: Raw -2261595.383389 + Penalty 3303.914340 = -2258291.469048
  nChanged 64
		SP:Iteration 57Q (183021.630000 sec): 3 clusters
  Score: Raw -2261607.400631 + Penalty 3303.914340 = -2258303.486291
  nChanged 62
		SP:Iteration 58Q (183021.940000 sec): 3 clusters
  Score: Raw -2261620.221332 + Penalty 3303.914340 = -2258316.306992
  nChanged 52
		SP:Iteration 59Q (183022.280000 sec): 3 clusters
  Score: Raw -2261629.240352 + Penalty 3303.914340 = -2258325.326012
  nChanged 60
		SP:Iteration 60F (183022.580000 sec): 3 clusters
  Score: Raw -2261639.833067 + Penalty 3303.914340 = -2258335.918726
  nChanged 55
		SP:Iteration 61Q (183022.870000 sec): 3 clusters
  Score: Raw -2261649.383399 + Penalty 3303.914340 = -2258345.469058
  nChanged 35
		SP:Iteration 62Q (183023.160000 sec): 3 clusters
  Score: Raw -2261655.534370 + Penalty 3303.914340 = -2258351.620030
  nChanged 32
		SP:Iteration 63Q (183023.500000 sec): 3 clusters
  Score: Raw -2261659.538080 + Penalty 3303.914340 = -2258355.623740
  nChanged 25
		SP:Iteration 64Q (183023.790000 sec): 3 clusters
  Score: Raw -2261664.907775 + Penalty 3303.914340 = -2258360.993435
  nChanged 26
		SP:Iteration 65Q (183024.100000 sec): 3 clusters
  Score: Raw -2261669.449469 + Penalty 3303.914340 = -2258365.535129
  nChanged 21
		SP:Iteration 66Q (183024.410000 sec): 3 clusters
  Score: Raw -2261672.162690 + Penalty 3303.914340 = -2258368.248349
  nChanged 13
		SP:Iteration 67Q (183024.680000 sec): 3 clusters
  Score: Raw -2261673.878619 + Penalty 3303.914340 = -2258369.964278
  nChanged 11
		SP:Iteration 68Q (183024.990000 sec): 3 clusters
  Score: Raw -2261675.247764 + Penalty 3303.914340 = -2258371.333424
  nChanged 13
		SP:Iteration 69Q (183025.240000 sec): 3 clusters
  Score: Raw -2261676.848060 + Penalty 3303.914340 = -2258372.933720
  nChanged 8
		SP:Iteration 70Q (183025.520000 sec): 3 clusters
  Score: Raw -2261678.209956 + Penalty 3303.914340 = -2258374.295616
  nChanged 12
		SP:Iteration 71Q (183025.780000 sec): 3 clusters
  Score: Raw -2261679.661581 + Penalty 3303.914340 = -2258375.747241
  nChanged 7
		SP:Iteration 72Q (183026.080000 sec): 3 clusters
  Score: Raw -2261680.432808 + Penalty 3303.914340 = -2258376.518468
  nChanged 8
		SP:Iteration 73Q (183026.350000 sec): 3 clusters
  Score: Raw -2261681.331829 + Penalty 3303.914340 = -2258377.417489
  nChanged 9
		SP:Iteration 74Q (183026.670000 sec): 3 clusters
  Score: Raw -2261682.297968 + Penalty 3303.914340 = -2258378.383628
  nChanged 8
		SP:Iteration 75Q (183026.930000 sec): 3 clusters
  Score: Raw -2261683.129492 + Penalty 3303.914340 = -2258379.215151
  nChanged 7
		SP:Iteration 76Q (183027.220000 sec): 3 clusters
  Score: Raw -2261684.050970 + Penalty 3303.914340 = -2258380.136629
  nChanged 10
		SP:Iteration 77Q (183027.590000 sec): 3 clusters
  Score: Raw -2261685.678780 + Penalty 3303.914340 = -2258381.764439
  nChanged 9
		SP:Iteration 78Q (183027.820000 sec): 3 clusters
  Score: Raw -2261686.590699 + Penalty 3303.914340 = -2258382.676359
  nChanged 5
		SP:Iteration 79Q (183028.130000 sec): 3 clusters
  Score: Raw -2261687.294351 + Penalty 3303.914340 = -2258383.380010
  nChanged 6
		SP:Iteration 80F (183028.390000 sec): 3 clusters
  Score: Raw -2261688.156961 + Penalty 3303.914340 = -2258384.242620
  nChanged 7
		SP:Iteration 81Q (183028.700000 sec): 3 clusters
  Score: Raw -2261689.341854 + Penalty 3303.914340 = -2258385.427514
  nChanged 4
		SP:Iteration 82Q (183028.980000 sec): 3 clusters
  Score: Raw -2261689.972286 + Penalty 3303.914340 = -2258386.057945
  nChanged 2
		SP:Iteration 83Q (183029.240000 sec): 3 clusters
  Score: Raw -2261690.229650 + Penalty 3303.914340 = -2258386.315310
  nChanged 3
		SP:Iteration 84Q (183029.550000 sec): 3 clusters
  Score: Raw -2261690.645845 + Penalty 3303.914340 = -2258386.731504
  nChanged 2
		SP:Iteration 85Q (183029.840000 sec): 3 clusters
  Score: Raw -2261690.782460 + Penalty 3303.914340 = -2258386.868119
  nChanged 2
		SP:Iteration 86Q (183030.130000 sec): 3 clusters
  Score: Raw -2261691.040622 + Penalty 3303.914340 = -2258387.126282
  nChanged 2
		SP:Iteration 87Q (183030.410000 sec): 3 clusters
  Score: Raw -2261691.468135 + Penalty 3303.914340 = -2258387.553795
  nChanged 3
		SP:Iteration 88Q (183030.730000 sec): 3 clusters
  Score: Raw -2261691.869211 + Penalty 3303.914340 = -2258387.954871
  nChanged 1
		SP:Iteration 89Q (183031.020000 sec): 3 clusters
  Score: Raw -2261691.970952 + Penalty 3303.914340 = -2258388.056612
  nChanged 3
		SP:Iteration 90Q (183031.330000 sec): 3 clusters
  Score: Raw -2261692.407853 + Penalty 3303.914340 = -2258388.493512
  nChanged 7
		SP:Iteration 91Q (183031.610000 sec): 3 clusters
  Score: Raw -2261693.428984 + Penalty 3303.914340 = -2258389.514644
  nChanged 8
		SP:Iteration 92Q (183031.920000 sec): 3 clusters
  Score: Raw -2261694.743787 + Penalty 3303.914340 = -2258390.829446
  nChanged 10
		SP:Iteration 93Q (183032.170000 sec): 3 clusters
  Score: Raw -2261696.569304 + Penalty 3303.914340 = -2258392.654964
  nChanged 8
		SP:Iteration 94Q (183032.430000 sec): 3 clusters
  Score: Raw -2261697.841629 + Penalty 3303.914340 = -2258393.927289
  nChanged 10
		SP:Iteration 95Q (183032.770000 sec): 3 clusters
  Score: Raw -2261699.410467 + Penalty 3303.914340 = -2258395.496127
  nChanged 10
		SP:Iteration 96Q (183033.090000 sec): 3 clusters
  Score: Raw -2261701.076607 + Penalty 3303.914340 = -2258397.162267
  nChanged 7
		SP:Iteration 97Q (183033.350000 sec): 3 clusters
  Score: Raw -2261702.249841 + Penalty 3303.914340 = -2258398.335500
  nChanged 10
		SP:Iteration 98Q (183033.630000 sec): 3 clusters
  Score: Raw -2261703.752153 + Penalty 3303.914340 = -2258399.837812
  nChanged 7
		SP:Iteration 99Q (183033.920000 sec): 3 clusters
  Score: Raw -2261704.574439 + Penalty 3303.914340 = -2258400.660099
  nChanged 6
		SP:Iteration 100F (183034.240000 sec): 3 clusters
  Score: Raw -2261705.165693 + Penalty 3303.914340 = -2258401.251353
  nChanged 5
		SP:Iteration 101Q (183034.540000 sec): 3 clusters
  Score: Raw -2261705.783291 + Penalty 3303.914340 = -2258401.868951
  nChanged 5
		SP:Iteration 102Q (183034.890000 sec): 3 clusters
  Score: Raw -2261706.505257 + Penalty 3303.914340 = -2258402.590917
  nChanged 5
		SP:Iteration 103Q (183035.170000 sec): 3 clusters
  Score: Raw -2261706.948165 + Penalty 3303.914340 = -2258403.033825
  nChanged 2
		SP:Iteration 104Q (183035.440000 sec): 3 clusters
  Score: Raw -2261707.209815 + Penalty 3303.914340 = -2258403.295475
  nChanged 2
		SP:Iteration 105Q (183035.680000 sec): 3 clusters
  Score: Raw -2261707.377117 + Penalty 3303.914340 = -2258403.462776
  nChanged 1
		SP:Iteration 106Q (183035.980000 sec): 3 clusters
  Score: Raw -2261707.452486 + Penalty 3303.914340 = -2258403.538145
  nChanged 0
		SP:Iteration 107F (183036.290000 sec): 3 clusters
  Score: Raw -2261707.452486 + Penalty 3303.914340 = -2258403.538145
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 28 (31094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183036.520000 sec): 2 clusters
  Score: Raw -2561586.973841 + Penalty 1681.025150 = -2559905.948691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183036.880000 sec): 3 clusters
  Score: Raw -2542316.201494 + Penalty 3362.050300 = -2538954.151194
  nChanged 14379
		SP:Iteration 1F (183037.180000 sec): 3 clusters
  Score: Raw -2550630.241392 + Penalty 3362.050300 = -2547268.191092
  nChanged 1695
		SP:Iteration 2F (183037.490000 sec): 3 clusters
  Score: Raw -2551325.678746 + Penalty 3362.050300 = -2547963.628446
  nChanged 1677
		SP:Iteration 3F (183037.820000 sec): 3 clusters
  Score: Raw -2552101.165158 + Penalty 3362.050300 = -2548739.114858
  nChanged 1710
		SP:Iteration 4F (183038.160000 sec): 3 clusters
  Score: Raw -2553020.526998 + Penalty 3362.050300 = -2549658.476698
  nChanged 1785
		SP:Iteration 5F (183038.430000 sec): 3 clusters
  Score: Raw -2554072.383077 + Penalty 3362.050300 = -2550710.332777
  nChanged 1699
		SP:Iteration 6F (183038.760000 sec): 3 clusters
  Score: Raw -2555128.661234 + Penalty 3362.050300 = -2551766.610935
  nChanged 1613
		SP:Iteration 7F (183039.060000 sec): 3 clusters
  Score: Raw -2556135.354389 + Penalty 3362.050300 = -2552773.304089
  nChanged 1386
		SP:Iteration 8Q (183039.410000 sec): 3 clusters
  Score: Raw -2556935.000571 + Penalty 3362.050300 = -2553572.950271
  nChanged 1083
		SP:Iteration 9Q (183039.740000 sec): 3 clusters
  Score: Raw -2557483.591178 + Penalty 3362.050300 = -2554121.540878
  nChanged 883
		SP:Iteration 10Q (183040.020000 sec): 3 clusters
  Score: Raw -2557869.904911 + Penalty 3362.050300 = -2554507.854611
  nChanged 677
		SP:Iteration 11Q (183040.370000 sec): 3 clusters
  Score: Raw -2558127.395023 + Penalty 3362.050300 = -2554765.344723
  nChanged 526
		SP:Iteration 12Q (183040.670000 sec): 3 clusters
  Score: Raw -2558302.904028 + Penalty 3362.050300 = -2554940.853728
  nChanged 491
		SP:Iteration 13Q (183041.030000 sec): 3 clusters
  Score: Raw -2558464.584379 + Penalty 3362.050300 = -2555102.534079
  nChanged 475
		SP:Iteration 14Q (183041.340000 sec): 3 clusters
  Score: Raw -2558616.656094 + Penalty 3362.050300 = -2555254.605794
  nChanged 506
		SP:Iteration 15Q (183041.630000 sec): 3 clusters
  Score: Raw -2558787.570528 + Penalty 3362.050300 = -2555425.520228
  nChanged 473
		SP:Iteration 16Q (183041.970000 sec): 3 clusters
  Score: Raw -2558951.501175 + Penalty 3362.050300 = -2555589.450875
  nChanged 497
		SP:Iteration 17Q (183042.240000 sec): 3 clusters
  Score: Raw -2559133.152602 + Penalty 3362.050300 = -2555771.102303
  nChanged 482
		SP:Iteration 18Q (183042.580000 sec): 3 clusters
  Score: Raw -2559321.826551 + Penalty 3362.050300 = -2555959.776251
  nChanged 497
		SP:Iteration 19Q (183042.880000 sec): 3 clusters
  Score: Raw -2559522.864230 + Penalty 3362.050300 = -2556160.813930
  nChanged 480
		SP:Iteration 20F (183043.230000 sec): 3 clusters
  Score: Raw -2559724.517729 + Penalty 3362.050300 = -2556362.467429
  nChanged 494
		SP:Iteration 21Q (183043.570000 sec): 3 clusters
  Score: Raw -2559952.533839 + Penalty 3362.050300 = -2556590.483539
  nChanged 483
		SP:Iteration 22Q (183043.940000 sec): 3 clusters
  Score: Raw -2560183.868175 + Penalty 3362.050300 = -2556821.817875
  nChanged 443
		SP:Iteration 23Q (183044.300000 sec): 3 clusters
  Score: Raw -2560395.619233 + Penalty 3362.050300 = -2557033.568933
  nChanged 416
		SP:Iteration 24Q (183044.660000 sec): 3 clusters
  Score: Raw -2560590.620509 + Penalty 3362.050300 = -2557228.570209
  nChanged 343
		SP:Iteration 25Q (183044.980000 sec): 3 clusters
  Score: Raw -2560753.377591 + Penalty 3362.050300 = -2557391.327291
  nChanged 299
		SP:Iteration 26Q (183045.330000 sec): 3 clusters
  Score: Raw -2560904.114554 + Penalty 3362.050300 = -2557542.064254
  nChanged 275
		SP:Iteration 27Q (183045.640000 sec): 3 clusters
  Score: Raw -2561051.796210 + Penalty 3362.050300 = -2557689.745910
  nChanged 255
		SP:Iteration 28Q (183045.970000 sec): 3 clusters
  Score: Raw -2561182.344362 + Penalty 3362.050300 = -2557820.294062
  nChanged 209
		SP:Iteration 29Q (183046.280000 sec): 3 clusters
  Score: Raw -2561298.792196 + Penalty 3362.050300 = -2557936.741896
  nChanged 191
		SP:Iteration 30Q (183046.580000 sec): 3 clusters
  Score: Raw -2561406.795213 + Penalty 3362.050300 = -2558044.744913
  nChanged 150
		SP:Iteration 31Q (183046.880000 sec): 3 clusters
  Score: Raw -2561492.518298 + Penalty 3362.050300 = -2558130.467998
  nChanged 119
		SP:Iteration 32Q (183047.260000 sec): 3 clusters
  Score: Raw -2561565.676176 + Penalty 3362.050300 = -2558203.625876
  nChanged 98
		SP:Iteration 33Q (183047.570000 sec): 3 clusters
  Score: Raw -2561623.828481 + Penalty 3362.050300 = -2558261.778181
  nChanged 79
		SP:Iteration 34Q (183047.880000 sec): 3 clusters
  Score: Raw -2561668.377887 + Penalty 3362.050300 = -2558306.327587
  nChanged 69
		SP:Iteration 35Q (183048.240000 sec): 3 clusters
  Score: Raw -2561707.871024 + Penalty 3362.050300 = -2558345.820725
  nChanged 48
		SP:Iteration 36Q (183048.590000 sec): 3 clusters
  Score: Raw -2561732.700911 + Penalty 3362.050300 = -2558370.650611
  nChanged 41
		SP:Iteration 37Q (183048.940000 sec): 3 clusters
  Score: Raw -2561755.315926 + Penalty 3362.050300 = -2558393.265626
  nChanged 31
		SP:Iteration 38Q (183049.330000 sec): 3 clusters
  Score: Raw -2561773.615990 + Penalty 3362.050300 = -2558411.565691
  nChanged 33
		SP:Iteration 39Q (183049.630000 sec): 3 clusters
  Score: Raw -2561792.411969 + Penalty 3362.050300 = -2558430.361669
  nChanged 22
		SP:Iteration 40F (183049.970000 sec): 3 clusters
  Score: Raw -2561810.864576 + Penalty 3362.050300 = -2558448.814276
  nChanged 20
		SP:Iteration 41Q (183050.300000 sec): 3 clusters
  Score: Raw -2561823.623091 + Penalty 3362.050300 = -2558461.572791
  nChanged 18
		SP:Iteration 42Q (183050.660000 sec): 3 clusters
  Score: Raw -2561836.133776 + Penalty 3362.050300 = -2558474.083476
  nChanged 15
		SP:Iteration 43Q (183050.930000 sec): 3 clusters
  Score: Raw -2561844.145120 + Penalty 3362.050300 = -2558482.094820
  nChanged 9
		SP:Iteration 44Q (183051.220000 sec): 3 clusters
  Score: Raw -2561851.422961 + Penalty 3362.050300 = -2558489.372661
  nChanged 11
		SP:Iteration 45Q (183051.500000 sec): 3 clusters
  Score: Raw -2561857.130077 + Penalty 3362.050300 = -2558495.079777
  nChanged 5
		SP:Iteration 46Q (183051.780000 sec): 3 clusters
  Score: Raw -2561858.445642 + Penalty 3362.050300 = -2558496.395342
  nChanged 4
		SP:Iteration 47Q (183052.110000 sec): 3 clusters
  Score: Raw -2561860.104118 + Penalty 3362.050300 = -2558498.053818
  nChanged 3
		SP:Iteration 48Q (183052.460000 sec): 3 clusters
  Score: Raw -2561861.032884 + Penalty 3362.050300 = -2558498.982584
  nChanged 0
		SP:Iteration 49F (183052.820000 sec): 3 clusters
  Score: Raw -2561861.032884 + Penalty 3362.050300 = -2558498.982584
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 29 (508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183052.920000 sec): 2 clusters
  Score: Raw -45779.644218 + Penalty 1012.453235 = -44767.190983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183053.120000 sec): 3 clusters
  Score: Raw -45691.323240 + Penalty 2024.906470 = -43666.416770
  nChanged 109
		SP:Iteration 1F (183053.350000 sec): 3 clusters
  Score: Raw -45824.586803 + Penalty 2024.906470 = -43799.680333
  nChanged 32
		SP:Iteration 2F (183053.530000 sec): 3 clusters
  Score: Raw -45884.890463 + Penalty 2024.906470 = -43859.983993
  nChanged 13
		SP:Iteration 3Q (183053.710000 sec): 3 clusters
  Score: Raw -45906.853243 + Penalty 2024.906470 = -43881.946773
  nChanged 4
		SP:Iteration 4Q (183053.900000 sec): 3 clusters
  Score: Raw -45910.301430 + Penalty 2024.906470 = -43885.394960
  nChanged 0
		SP:Iteration 5F (183054.080000 sec): 3 clusters
  Score: Raw -45910.301430 + Penalty 2024.906470 = -43885.394960
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 30 (4516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183054.140000 sec): 2 clusters
  Score: Raw -339326.358736 + Penalty 1367.499563 = -337958.859173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183054.420000 sec): 3 clusters
  Score: Raw -336988.573050 + Penalty 2734.999126 = -334253.573925
  nChanged 1792
		SP:Iteration 1F (183054.600000 sec): 3 clusters
  Score: Raw -338012.802216 + Penalty 2734.999126 = -335277.803090
  nChanged 386
		SP:Iteration 2F (183054.800000 sec): 3 clusters
  Score: Raw -338295.562635 + Penalty 2734.999126 = -335560.563509
  nChanged 311
		SP:Iteration 3F (183055.010000 sec): 3 clusters
  Score: Raw -338502.260526 + Penalty 2734.999126 = -335767.261400
  nChanged 256
		SP:Iteration 4F (183055.260000 sec): 3 clusters
  Score: Raw -338683.031087 + Penalty 2734.999126 = -335948.031962
  nChanged 237
		SP:Iteration 5F (183055.450000 sec): 3 clusters
  Score: Raw -338853.312563 + Penalty 2734.999126 = -336118.313438
  nChanged 211
		SP:Iteration 6Q (183055.650000 sec): 3 clusters
  Score: Raw -339008.699760 + Penalty 2734.999126 = -336273.700634
  nChanged 172
		SP:Iteration 7Q (183055.860000 sec): 3 clusters
  Score: Raw -339133.724228 + Penalty 2734.999126 = -336398.725102
  nChanged 131
		SP:Iteration 8Q (183056.080000 sec): 3 clusters
  Score: Raw -339232.184137 + Penalty 2734.999126 = -336497.185011
  nChanged 124
		SP:Iteration 9Q (183056.280000 sec): 3 clusters
  Score: Raw -339321.270290 + Penalty 2734.999126 = -336586.271164
  nChanged 103
		SP:Iteration 10Q (183056.500000 sec): 3 clusters
  Score: Raw -339384.751721 + Penalty 2734.999126 = -336649.752595
  nChanged 82
		SP:Iteration 11Q (183056.730000 sec): 3 clusters
  Score: Raw -339443.243140 + Penalty 2734.999126 = -336708.244014
  nChanged 74
		SP:Iteration 12Q (183056.950000 sec): 3 clusters
  Score: Raw -339490.419047 + Penalty 2734.999126 = -336755.419922
  nChanged 62
		SP:Iteration 13Q (183057.220000 sec): 3 clusters
  Score: Raw -339538.715587 + Penalty 2734.999126 = -336803.716462
  nChanged 66
		SP:Iteration 14Q (183057.420000 sec): 3 clusters
  Score: Raw -339589.875985 + Penalty 2734.999126 = -336854.876860
  nChanged 55
		SP:Iteration 15Q (183057.670000 sec): 3 clusters
  Score: Raw -339627.513774 + Penalty 2734.999126 = -336892.514648
  nChanged 41
		SP:Iteration 16Q (183057.900000 sec): 3 clusters
  Score: Raw -339658.384498 + Penalty 2734.999126 = -336923.385372
  nChanged 34
		SP:Iteration 17Q (183058.090000 sec): 3 clusters
  Score: Raw -339676.481078 + Penalty 2734.999126 = -336941.481952
  nChanged 29
		SP:Iteration 18Q (183058.300000 sec): 3 clusters
  Score: Raw -339691.522781 + Penalty 2734.999126 = -336956.523655
  nChanged 25
		SP:Iteration 19Q (183058.470000 sec): 3 clusters
  Score: Raw -339703.645105 + Penalty 2734.999126 = -336968.645979
  nChanged 21
		SP:Iteration 20F (183058.730000 sec): 3 clusters
  Score: Raw -339712.117303 + Penalty 2734.999126 = -336977.118177
  nChanged 17
		SP:Iteration 21Q (183058.960000 sec): 3 clusters
  Score: Raw -339716.531737 + Penalty 2734.999126 = -336981.532611
  nChanged 11
		SP:Iteration 22Q (183059.180000 sec): 3 clusters
  Score: Raw -339720.073632 + Penalty 2734.999126 = -336985.074507
  nChanged 10
		SP:Iteration 23Q (183059.390000 sec): 3 clusters
  Score: Raw -339725.457723 + Penalty 2734.999126 = -336990.458597
  nChanged 15
		SP:Iteration 24Q (183059.580000 sec): 3 clusters
  Score: Raw -339731.925838 + Penalty 2734.999126 = -336996.926712
  nChanged 14
		SP:Iteration 25Q (183059.810000 sec): 3 clusters
  Score: Raw -339737.367329 + Penalty 2734.999126 = -337002.368204
  nChanged 14
		SP:Iteration 26Q (183059.960000 sec): 3 clusters
  Score: Raw -339748.667309 + Penalty 2734.999126 = -337013.668183
  nChanged 18
		SP:Iteration 27Q (183060.240000 sec): 3 clusters
  Score: Raw -339760.632437 + Penalty 2734.999126 = -337025.633311
  nChanged 16
		SP:Iteration 28Q (183060.410000 sec): 3 clusters
  Score: Raw -339768.972835 + Penalty 2734.999126 = -337033.973710
  nChanged 17
		SP:Iteration 29Q (183060.640000 sec): 3 clusters
  Score: Raw -339776.878064 + Penalty 2734.999126 = -337041.878938
  nChanged 14
		SP:Iteration 30Q (183060.890000 sec): 3 clusters
  Score: Raw -339782.792064 + Penalty 2734.999126 = -337047.792938
  nChanged 11
		SP:Iteration 31Q (183061.070000 sec): 3 clusters
  Score: Raw -339787.811748 + Penalty 2734.999126 = -337052.812623
  nChanged 8
		SP:Iteration 32Q (183061.270000 sec): 3 clusters
  Score: Raw -339791.004586 + Penalty 2734.999126 = -337056.005461
  nChanged 5
		SP:Iteration 33Q (183061.520000 sec): 3 clusters
  Score: Raw -339793.356940 + Penalty 2734.999126 = -337058.357814
  nChanged 4
		SP:Iteration 34Q (183061.700000 sec): 3 clusters
  Score: Raw -339794.928484 + Penalty 2734.999126 = -337059.929359
  nChanged 5
		SP:Iteration 35Q (183061.940000 sec): 3 clusters
  Score: Raw -339796.959766 + Penalty 2734.999126 = -337061.960640
  nChanged 3
		SP:Iteration 36Q (183062.130000 sec): 3 clusters
  Score: Raw -339797.776490 + Penalty 2734.999126 = -337062.777364
  nChanged 1
		SP:Iteration 37Q (183062.340000 sec): 3 clusters
  Score: Raw -339798.009314 + Penalty 2734.999126 = -337063.010188
  nChanged 0
		SP:Iteration 38F (183062.540000 sec): 3 clusters
  Score: Raw -339798.009314 + Penalty 2734.999126 = -337063.010188
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 31 (70201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183063.020000 sec): 2 clusters
  Score: Raw -6225985.688915 + Penalty 1813.356648 = -6224172.332267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183063.530000 sec): 3 clusters
  Score: Raw -6181024.997695 + Penalty 3626.713296 = -6177398.284399
  nChanged 33425
		SP:Iteration 1F (183064.030000 sec): 3 clusters
  Score: Raw -6200276.681782 + Penalty 3626.713296 = -6196649.968486
  nChanged 2836
		SP:Iteration 2Q (183064.530000 sec): 3 clusters
  Score: Raw -6201206.016004 + Penalty 3626.713296 = -6197579.302707
  nChanged 3109
		SP:Iteration 3Q (183065.080000 sec): 3 clusters
  Score: Raw -6202381.268339 + Penalty 3626.713296 = -6198754.555043
  nChanged 3427
		SP:Iteration 4Q (183065.570000 sec): 3 clusters
  Score: Raw -6203865.111426 + Penalty 3626.713296 = -6200238.398130
  nChanged 3812
		SP:Iteration 5F (183066.020000 sec): 3 clusters
  Score: Raw -6205683.298950 + Penalty 3626.713296 = -6202056.585654
  nChanged 4079
		SP:Iteration 6F (183066.520000 sec): 3 clusters
  Score: Raw -6207608.674453 + Penalty 3626.713296 = -6203981.961157
  nChanged 3918
		SP:Iteration 7F (183067.030000 sec): 3 clusters
  Score: Raw -6209437.999812 + Penalty 3626.713296 = -6205811.286516
  nChanged 3586
		SP:Iteration 8F (183067.500000 sec): 3 clusters
  Score: Raw -6210998.397293 + Penalty 3626.713296 = -6207371.683997
  nChanged 3014
		SP:Iteration 9Q (183067.980000 sec): 3 clusters
  Score: Raw -6212262.887227 + Penalty 3626.713296 = -6208636.173931
  nChanged 2554
		SP:Iteration 10Q (183068.510000 sec): 3 clusters
  Score: Raw -6213387.223693 + Penalty 3626.713296 = -6209760.510396
  nChanged 2421
		SP:Iteration 11Q (183069.000000 sec): 3 clusters
  Score: Raw -6214518.810625 + Penalty 3626.713296 = -6210892.097329
  nChanged 2398
		SP:Iteration 12Q (183069.460000 sec): 3 clusters
  Score: Raw -6215740.922128 + Penalty 3626.713296 = -6212114.208832
  nChanged 2420
		SP:Iteration 13Q (183069.900000 sec): 3 clusters
  Score: Raw -6217107.482147 + Penalty 3626.713296 = -6213480.768851
  nChanged 2422
		SP:Iteration 14Q (183070.350000 sec): 3 clusters
  Score: Raw -6218614.320522 + Penalty 3626.713296 = -6214987.607225
  nChanged 2305
		SP:Iteration 15Q (183070.800000 sec): 3 clusters
  Score: Raw -6220176.265988 + Penalty 3626.713296 = -6216549.552691
  nChanged 2058
		SP:Iteration 16Q (183071.260000 sec): 3 clusters
  Score: Raw -6221638.418721 + Penalty 3626.713296 = -6218011.705425
  nChanged 1755
		SP:Iteration 17Q (183071.710000 sec): 3 clusters
  Score: Raw -6222901.444834 + Penalty 3626.713296 = -6219274.731537
  nChanged 1399
		SP:Iteration 18Q (183072.120000 sec): 3 clusters
  Score: Raw -6223918.964255 + Penalty 3626.713296 = -6220292.250958
  nChanged 1049
		SP:Iteration 19Q (183072.510000 sec): 3 clusters
  Score: Raw -6224678.803455 + Penalty 3626.713296 = -6221052.090158
  nChanged 735
		SP:Iteration 20F (183073.000000 sec): 3 clusters
  Score: Raw -6225221.505344 + Penalty 3626.713296 = -6221594.792048
  nChanged 517
		SP:Iteration 21Q (183073.410000 sec): 3 clusters
  Score: Raw -6225581.686293 + Penalty 3626.713296 = -6221954.972997
  nChanged 314
		SP:Iteration 22Q (183073.840000 sec): 3 clusters
  Score: Raw -6225802.266485 + Penalty 3626.713296 = -6222175.553189
  nChanged 196
		SP:Iteration 23Q (183074.320000 sec): 3 clusters
  Score: Raw -6225946.443497 + Penalty 3626.713296 = -6222319.730201
  nChanged 134
		SP:Iteration 24Q (183074.780000 sec): 3 clusters
  Score: Raw -6226044.372194 + Penalty 3626.713296 = -6222417.658898
  nChanged 109
		SP:Iteration 25Q (183075.270000 sec): 3 clusters
  Score: Raw -6226120.792877 + Penalty 3626.713296 = -6222494.079580
  nChanged 66
		SP:Iteration 26Q (183075.740000 sec): 3 clusters
  Score: Raw -6226170.253348 + Penalty 3626.713296 = -6222543.540052
  nChanged 40
		SP:Iteration 27Q (183076.200000 sec): 3 clusters
  Score: Raw -6226196.647410 + Penalty 3626.713296 = -6222569.934114
  nChanged 32
		SP:Iteration 28Q (183076.670000 sec): 3 clusters
  Score: Raw -6226218.638335 + Penalty 3626.713296 = -6222591.925038
  nChanged 18
		SP:Iteration 29Q (183077.090000 sec): 3 clusters
  Score: Raw -6226232.810115 + Penalty 3626.713296 = -6222606.096818
  nChanged 19
		SP:Iteration 30Q (183077.510000 sec): 3 clusters
  Score: Raw -6226245.548295 + Penalty 3626.713296 = -6222618.834998
  nChanged 15
		SP:Iteration 31Q (183077.920000 sec): 3 clusters
  Score: Raw -6226255.312833 + Penalty 3626.713296 = -6222628.599537
  nChanged 15
		SP:Iteration 32Q (183078.370000 sec): 3 clusters
  Score: Raw -6226265.834516 + Penalty 3626.713296 = -6222639.121219
  nChanged 7
		SP:Iteration 33Q (183078.810000 sec): 3 clusters
  Score: Raw -6226272.844702 + Penalty 3626.713296 = -6222646.131405
  nChanged 7
		SP:Iteration 34Q (183079.260000 sec): 3 clusters
  Score: Raw -6226277.850333 + Penalty 3626.713296 = -6222651.137036
  nChanged 3
		SP:Iteration 35Q (183079.680000 sec): 3 clusters
  Score: Raw -6226280.339994 + Penalty 3626.713296 = -6222653.626698
  nChanged 6
		SP:Iteration 36Q (183080.170000 sec): 3 clusters
  Score: Raw -6226283.153374 + Penalty 3626.713296 = -6222656.440077
  nChanged 2
		SP:Iteration 37Q (183080.620000 sec): 3 clusters
  Score: Raw -6226283.938484 + Penalty 3626.713296 = -6222657.225187
  nChanged 0
		SP:Iteration 38F (183081.080000 sec): 3 clusters
  Score: Raw -6226283.938484 + Penalty 3626.713296 = -6222657.225187
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 32 (1502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183081.210000 sec): 2 clusters
  Score: Raw -122023.601015 + Penalty 1188.614835 = -120834.986179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183081.420000 sec): 3 clusters
  Score: Raw -121417.023322 + Penalty 2377.229671 = -119039.793651
  nChanged 503
		SP:Iteration 1F (183081.590000 sec): 3 clusters
  Score: Raw -121758.606396 + Penalty 2377.229671 = -119381.376725
  nChanged 113
		SP:Iteration 2F (183081.800000 sec): 3 clusters
  Score: Raw -121870.792447 + Penalty 2377.229671 = -119493.562777
  nChanged 75
		SP:Iteration 3Q (183082.050000 sec): 3 clusters
  Score: Raw -121944.052088 + Penalty 2377.229671 = -119566.822417
  nChanged 54
		SP:Iteration 4Q (183082.210000 sec): 3 clusters
  Score: Raw -121989.863424 + Penalty 2377.229671 = -119612.633754
  nChanged 40
		SP:Iteration 5Q (183082.440000 sec): 3 clusters
  Score: Raw -122031.571080 + Penalty 2377.229671 = -119654.341410
  nChanged 32
		SP:Iteration 6Q (183082.610000 sec): 3 clusters
  Score: Raw -122059.296612 + Penalty 2377.229671 = -119682.066942
  nChanged 30
		SP:Iteration 7Q (183082.830000 sec): 3 clusters
  Score: Raw -122088.430112 + Penalty 2377.229671 = -119711.200441
  nChanged 33
		SP:Iteration 8Q (183082.980000 sec): 3 clusters
  Score: Raw -122110.102882 + Penalty 2377.229671 = -119732.873211
  nChanged 22
		SP:Iteration 9Q (183083.170000 sec): 3 clusters
  Score: Raw -122125.199052 + Penalty 2377.229671 = -119747.969382
  nChanged 12
		SP:Iteration 10Q (183083.360000 sec): 3 clusters
  Score: Raw -122131.759211 + Penalty 2377.229671 = -119754.529541
  nChanged 13
		SP:Iteration 11Q (183083.550000 sec): 3 clusters
  Score: Raw -122141.473271 + Penalty 2377.229671 = -119764.243601
  nChanged 13
		SP:Iteration 12Q (183083.700000 sec): 3 clusters
  Score: Raw -122150.724162 + Penalty 2377.229671 = -119773.494491
  nChanged 11
		SP:Iteration 13Q (183083.860000 sec): 3 clusters
  Score: Raw -122156.652679 + Penalty 2377.229671 = -119779.423008
  nChanged 7
		SP:Iteration 14Q (183084.060000 sec): 3 clusters
  Score: Raw -122159.606781 + Penalty 2377.229671 = -119782.377111
  nChanged 2
		SP:Iteration 15Q (183084.220000 sec): 3 clusters
  Score: Raw -122161.166985 + Penalty 2377.229671 = -119783.937315
  nChanged 4
		SP:Iteration 16Q (183084.410000 sec): 3 clusters
  Score: Raw -122163.469917 + Penalty 2377.229671 = -119786.240246
  nChanged 4
		SP:Iteration 17Q (183084.590000 sec): 3 clusters
  Score: Raw -122168.034505 + Penalty 2377.229671 = -119790.804835
  nChanged 7
		SP:Iteration 18Q (183084.770000 sec): 3 clusters
  Score: Raw -122173.775458 + Penalty 2377.229671 = -119796.545788
  nChanged 6
		SP:Iteration 19Q (183084.960000 sec): 3 clusters
  Score: Raw -122176.806656 + Penalty 2377.229671 = -119799.576985
  nChanged 4
		SP:Iteration 20F (183085.120000 sec): 3 clusters
  Score: Raw -122178.965447 + Penalty 2377.229671 = -119801.735776
  nChanged 6
		SP:Iteration 21Q (183085.300000 sec): 3 clusters
  Score: Raw -122182.624570 + Penalty 2377.229671 = -119805.394900
  nChanged 7
		SP:Iteration 22Q (183085.530000 sec): 3 clusters
  Score: Raw -122187.709100 + Penalty 2377.229671 = -119810.479430
  nChanged 4
		SP:Iteration 23Q (183085.710000 sec): 3 clusters
  Score: Raw -122192.350599 + Penalty 2377.229671 = -119815.120928
  nChanged 5
		SP:Iteration 24Q (183085.920000 sec): 3 clusters
  Score: Raw -122196.219923 + Penalty 2377.229671 = -119818.990252
  nChanged 5
		SP:Iteration 25Q (183086.100000 sec): 3 clusters
  Score: Raw -122199.179476 + Penalty 2377.229671 = -119821.949805
  nChanged 3
		SP:Iteration 26Q (183086.360000 sec): 3 clusters
  Score: Raw -122200.004940 + Penalty 2377.229671 = -119822.775270
  nChanged 3
		SP:Iteration 27Q (183086.580000 sec): 3 clusters
  Score: Raw -122201.164363 + Penalty 2377.229671 = -119823.934692
  nChanged 0
		SP:Iteration 28F (183086.740000 sec): 3 clusters
  Score: Raw -122201.164363 + Penalty 2377.229671 = -119823.934692
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 33 (1864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183086.860000 sec): 2 clusters
  Score: Raw -158805.357836 + Penalty 1223.702999 = -157581.654837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183087.100000 sec): 3 clusters
  Score: Raw -158057.060701 + Penalty 2447.405998 = -155609.654702
  nChanged 656
		SP:Iteration 1F (183087.300000 sec): 3 clusters
  Score: Raw -158501.674127 + Penalty 2447.405998 = -156054.268128
  nChanged 159
		SP:Iteration 2F (183087.480000 sec): 3 clusters
  Score: Raw -158632.894099 + Penalty 2447.405998 = -156185.488100
  nChanged 93
		SP:Iteration 3Q (183087.640000 sec): 3 clusters
  Score: Raw -158712.600326 + Penalty 2447.405998 = -156265.194328
  nChanged 78
		SP:Iteration 4Q (183087.860000 sec): 3 clusters
  Score: Raw -158778.658362 + Penalty 2447.405998 = -156331.252364
  nChanged 62
		SP:Iteration 5Q (183088.090000 sec): 3 clusters
  Score: Raw -158822.762341 + Penalty 2447.405998 = -156375.356343
  nChanged 49
		SP:Iteration 6Q (183088.250000 sec): 3 clusters
  Score: Raw -158852.119700 + Penalty 2447.405998 = -156404.713702
  nChanged 38
		SP:Iteration 7Q (183088.440000 sec): 3 clusters
  Score: Raw -158880.082365 + Penalty 2447.405998 = -156432.676366
  nChanged 47
		SP:Iteration 8Q (183088.650000 sec): 3 clusters
  Score: Raw -158912.427617 + Penalty 2447.405998 = -156465.021618
  nChanged 46
		SP:Iteration 9Q (183088.840000 sec): 3 clusters
  Score: Raw -158945.157500 + Penalty 2447.405998 = -156497.751501
  nChanged 36
		SP:Iteration 10Q (183089.060000 sec): 3 clusters
  Score: Raw -158966.379619 + Penalty 2447.405998 = -156518.973621
  nChanged 26
		SP:Iteration 11Q (183089.260000 sec): 3 clusters
  Score: Raw -158981.048737 + Penalty 2447.405998 = -156533.642739
  nChanged 35
		SP:Iteration 12Q (183089.490000 sec): 3 clusters
  Score: Raw -159002.115179 + Penalty 2447.405998 = -156554.709181
  nChanged 22
		SP:Iteration 13Q (183089.670000 sec): 3 clusters
  Score: Raw -159015.959699 + Penalty 2447.405998 = -156568.553701
  nChanged 24
		SP:Iteration 14Q (183089.820000 sec): 3 clusters
  Score: Raw -159030.475582 + Penalty 2447.405998 = -156583.069584
  nChanged 17
		SP:Iteration 15Q (183089.990000 sec): 3 clusters
  Score: Raw -159039.932741 + Penalty 2447.405998 = -156592.526742
  nChanged 14
		SP:Iteration 16Q (183090.180000 sec): 3 clusters
  Score: Raw -159051.125584 + Penalty 2447.405998 = -156603.719585
  nChanged 14
		SP:Iteration 17Q (183090.380000 sec): 3 clusters
  Score: Raw -159060.509855 + Penalty 2447.405998 = -156613.103857
  nChanged 17
		SP:Iteration 18Q (183090.560000 sec): 3 clusters
  Score: Raw -159070.250343 + Penalty 2447.405998 = -156622.844344
  nChanged 9
		SP:Iteration 19Q (183090.740000 sec): 3 clusters
  Score: Raw -159076.434825 + Penalty 2447.405998 = -156629.028827
  nChanged 9
		SP:Iteration 20F (183090.890000 sec): 3 clusters
  Score: Raw -159081.598446 + Penalty 2447.405998 = -156634.192448
  nChanged 6
		SP:Iteration 21Q (183091.100000 sec): 3 clusters
  Score: Raw -159085.473246 + Penalty 2447.405998 = -156638.067248
  nChanged 4
		SP:Iteration 22Q (183091.240000 sec): 3 clusters
  Score: Raw -159087.037711 + Penalty 2447.405998 = -156639.631712
  nChanged 2
		SP:Iteration 23Q (183091.460000 sec): 3 clusters
  Score: Raw -159088.684641 + Penalty 2447.405998 = -156641.278643
  nChanged 1
		SP:Iteration 24Q (183091.610000 sec): 3 clusters
  Score: Raw -159089.022455 + Penalty 2447.405998 = -156641.616457
  nChanged 1
		SP:Iteration 25Q (183091.800000 sec): 3 clusters
  Score: Raw -159089.622548 + Penalty 2447.405998 = -156642.216549
  nChanged 1
		SP:Iteration 26Q (183091.990000 sec): 3 clusters
  Score: Raw -159089.777080 + Penalty 2447.405998 = -156642.371081
  nChanged 1
		SP:Iteration 27Q (183092.180000 sec): 3 clusters
  Score: Raw -159090.148393 + Penalty 2447.405998 = -156642.742395
  nChanged 0
		SP:Iteration 28F (183092.380000 sec): 3 clusters
  Score: Raw -159090.148393 + Penalty 2447.405998 = -156642.742395
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 34 (10475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183092.540000 sec): 2 clusters
  Score: Raw -839844.662311 + Penalty 1504.221346 = -838340.440965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183092.760000 sec): 3 clusters
  Score: Raw -833948.738861 + Penalty 3008.442692 = -830940.296169
  nChanged 4420
		SP:Iteration 1F (183092.970000 sec): 3 clusters
  Score: Raw -836317.545563 + Penalty 3008.442692 = -833309.102871
  nChanged 627
		SP:Iteration 2F (183093.230000 sec): 3 clusters
  Score: Raw -836587.315010 + Penalty 3008.442692 = -833578.872318
  nChanged 529
		SP:Iteration 3F (183093.440000 sec): 3 clusters
  Score: Raw -836816.739079 + Penalty 3008.442692 = -833808.296387
  nChanged 479
		SP:Iteration 4Q (183093.620000 sec): 3 clusters
  Score: Raw -837067.949429 + Penalty 3008.442692 = -834059.506737
  nChanged 489
		SP:Iteration 5Q (183093.870000 sec): 3 clusters
  Score: Raw -837345.715143 + Penalty 3008.442692 = -834337.272451
  nChanged 523
		SP:Iteration 6Q (183094.080000 sec): 3 clusters
  Score: Raw -837670.776169 + Penalty 3008.442692 = -834662.333477
  nChanged 525
		SP:Iteration 7F (183094.270000 sec): 3 clusters
  Score: Raw -838040.774965 + Penalty 3008.442692 = -835032.332273
  nChanged 479
		SP:Iteration 8Q (183094.520000 sec): 3 clusters
  Score: Raw -838380.947677 + Penalty 3008.442692 = -835372.504985
  nChanged 441
		SP:Iteration 9Q (183094.720000 sec): 3 clusters
  Score: Raw -838685.850291 + Penalty 3008.442692 = -835677.407599
  nChanged 417
		SP:Iteration 10Q (183094.950000 sec): 3 clusters
  Score: Raw -838954.535031 + Penalty 3008.442692 = -835946.092339
  nChanged 323
		SP:Iteration 11Q (183095.180000 sec): 3 clusters
  Score: Raw -839142.933061 + Penalty 3008.442692 = -836134.490369
  nChanged 296
		SP:Iteration 12Q (183095.400000 sec): 3 clusters
  Score: Raw -839303.943922 + Penalty 3008.442692 = -836295.501230
  nChanged 227
		SP:Iteration 13Q (183095.640000 sec): 3 clusters
  Score: Raw -839415.555420 + Penalty 3008.442692 = -836407.112728
  nChanged 186
		SP:Iteration 14Q (183095.830000 sec): 3 clusters
  Score: Raw -839491.357658 + Penalty 3008.442692 = -836482.914965
  nChanged 153
		SP:Iteration 15Q (183096.030000 sec): 3 clusters
  Score: Raw -839545.701116 + Penalty 3008.442692 = -836537.258424
  nChanged 115
		SP:Iteration 16Q (183096.260000 sec): 3 clusters
  Score: Raw -839579.538119 + Penalty 3008.442692 = -836571.095427
  nChanged 91
		SP:Iteration 17Q (183096.480000 sec): 3 clusters
  Score: Raw -839601.950295 + Penalty 3008.442692 = -836593.507603
  nChanged 68
		SP:Iteration 18Q (183096.690000 sec): 3 clusters
  Score: Raw -839617.716175 + Penalty 3008.442692 = -836609.273483
  nChanged 57
		SP:Iteration 19Q (183096.940000 sec): 3 clusters
  Score: Raw -839630.167220 + Penalty 3008.442692 = -836621.724528
  nChanged 42
		SP:Iteration 20F (183097.150000 sec): 3 clusters
  Score: Raw -839639.982721 + Penalty 3008.442692 = -836631.540029
  nChanged 45
		SP:Iteration 21Q (183097.390000 sec): 3 clusters
  Score: Raw -839651.043212 + Penalty 3008.442692 = -836642.600520
  nChanged 46
		SP:Iteration 22Q (183097.580000 sec): 3 clusters
  Score: Raw -839659.871464 + Penalty 3008.442692 = -836651.428772
  nChanged 33
		SP:Iteration 23Q (183097.840000 sec): 3 clusters
  Score: Raw -839665.298516 + Penalty 3008.442692 = -836656.855824
  nChanged 22
		SP:Iteration 24Q (183097.980000 sec): 3 clusters
  Score: Raw -839669.901740 + Penalty 3008.442692 = -836661.459048
  nChanged 29
		SP:Iteration 25Q (183098.250000 sec): 3 clusters
  Score: Raw -839675.599764 + Penalty 3008.442692 = -836667.157072
  nChanged 28
		SP:Iteration 26Q (183098.450000 sec): 3 clusters
  Score: Raw -839681.073488 + Penalty 3008.442692 = -836672.630796
  nChanged 34
		SP:Iteration 27Q (183098.660000 sec): 3 clusters
  Score: Raw -839687.493131 + Penalty 3008.442692 = -836679.050439
  nChanged 27
		SP:Iteration 28Q (183098.870000 sec): 3 clusters
  Score: Raw -839693.530451 + Penalty 3008.442692 = -836685.087759
  nChanged 24
		SP:Iteration 29Q (183099.110000 sec): 3 clusters
  Score: Raw -839699.309888 + Penalty 3008.442692 = -836690.867196
  nChanged 32
		SP:Iteration 30Q (183099.280000 sec): 3 clusters
  Score: Raw -839705.455920 + Penalty 3008.442692 = -836697.013228
  nChanged 27
		SP:Iteration 31Q (183099.520000 sec): 3 clusters
  Score: Raw -839711.193436 + Penalty 3008.442692 = -836702.750744
  nChanged 34
		SP:Iteration 32Q (183099.740000 sec): 3 clusters
  Score: Raw -839718.770431 + Penalty 3008.442692 = -836710.327739
  nChanged 37
		SP:Iteration 33Q (183099.970000 sec): 3 clusters
  Score: Raw -839727.748274 + Penalty 3008.442692 = -836719.305582
  nChanged 32
		SP:Iteration 34Q (183100.190000 sec): 3 clusters
  Score: Raw -839734.137940 + Penalty 3008.442692 = -836725.695248
  nChanged 30
		SP:Iteration 35Q (183100.430000 sec): 3 clusters
  Score: Raw -839740.103939 + Penalty 3008.442692 = -836731.661247
  nChanged 32
		SP:Iteration 36Q (183100.620000 sec): 3 clusters
  Score: Raw -839748.527366 + Penalty 3008.442692 = -836740.084673
  nChanged 28
		SP:Iteration 37Q (183100.840000 sec): 3 clusters
  Score: Raw -839755.190944 + Penalty 3008.442692 = -836746.748252
  nChanged 28
		SP:Iteration 38Q (183101.080000 sec): 3 clusters
  Score: Raw -839760.794319 + Penalty 3008.442692 = -836752.351627
  nChanged 20
		SP:Iteration 39Q (183101.270000 sec): 3 clusters
  Score: Raw -839763.977927 + Penalty 3008.442692 = -836755.535235
  nChanged 20
		SP:Iteration 40F (183101.440000 sec): 3 clusters
  Score: Raw -839767.520534 + Penalty 3008.442692 = -836759.077842
  nChanged 20
		SP:Iteration 41Q (183101.660000 sec): 3 clusters
  Score: Raw -839771.893423 + Penalty 3008.442692 = -836763.450731
  nChanged 21
		SP:Iteration 42Q (183101.900000 sec): 3 clusters
  Score: Raw -839776.488584 + Penalty 3008.442692 = -836768.045892
  nChanged 27
		SP:Iteration 43Q (183102.120000 sec): 3 clusters
  Score: Raw -839782.004600 + Penalty 3008.442692 = -836773.561908
  nChanged 22
		SP:Iteration 44Q (183102.280000 sec): 3 clusters
  Score: Raw -839788.123614 + Penalty 3008.442692 = -836779.680922
  nChanged 27
		SP:Iteration 45Q (183102.480000 sec): 3 clusters
  Score: Raw -839796.182335 + Penalty 3008.442692 = -836787.739643
  nChanged 32
		SP:Iteration 46Q (183102.750000 sec): 3 clusters
  Score: Raw -839803.039854 + Penalty 3008.442692 = -836794.597162
  nChanged 29
		SP:Iteration 47Q (183102.930000 sec): 3 clusters
  Score: Raw -839811.224713 + Penalty 3008.442692 = -836802.782021
  nChanged 28
		SP:Iteration 48Q (183103.170000 sec): 3 clusters
  Score: Raw -839817.240255 + Penalty 3008.442692 = -836808.797563
  nChanged 28
		SP:Iteration 49Q (183103.390000 sec): 3 clusters
  Score: Raw -839822.848955 + Penalty 3008.442692 = -836814.406263
  nChanged 20
		SP:Iteration 50Q (183103.550000 sec): 3 clusters
  Score: Raw -839826.957431 + Penalty 3008.442692 = -836818.514739
  nChanged 16
		SP:Iteration 51Q (183103.760000 sec): 3 clusters
  Score: Raw -839829.671421 + Penalty 3008.442692 = -836821.228729
  nChanged 15
		SP:Iteration 52Q (183104.000000 sec): 3 clusters
  Score: Raw -839832.068920 + Penalty 3008.442692 = -836823.626228
  nChanged 13
		SP:Iteration 53Q (183104.200000 sec): 3 clusters
  Score: Raw -839835.044486 + Penalty 3008.442692 = -836826.601794
  nChanged 17
		SP:Iteration 54Q (183104.360000 sec): 3 clusters
  Score: Raw -839838.863842 + Penalty 3008.442692 = -836830.421150
  nChanged 18
		SP:Iteration 55Q (183104.570000 sec): 3 clusters
  Score: Raw -839841.666233 + Penalty 3008.442692 = -836833.223541
  nChanged 14
		SP:Iteration 56Q (183104.810000 sec): 3 clusters
  Score: Raw -839844.259222 + Penalty 3008.442692 = -836835.816530
  nChanged 10
		SP:Iteration 57Q (183105.000000 sec): 3 clusters
  Score: Raw -839846.337730 + Penalty 3008.442692 = -836837.895038
  nChanged 13
		SP:Iteration 58Q (183105.190000 sec): 3 clusters
  Score: Raw -839848.401701 + Penalty 3008.442692 = -836839.959009
  nChanged 11
		SP:Iteration 59Q (183105.420000 sec): 3 clusters
  Score: Raw -839850.566430 + Penalty 3008.442692 = -836842.123738
  nChanged 13
		SP:Iteration 60F (183105.630000 sec): 3 clusters
  Score: Raw -839853.619844 + Penalty 3008.442692 = -836845.177152
  nChanged 9
		SP:Iteration 61Q (183105.800000 sec): 3 clusters
  Score: Raw -839855.359873 + Penalty 3008.442692 = -836846.917181
  nChanged 9
		SP:Iteration 62Q (183106.050000 sec): 3 clusters
  Score: Raw -839856.703945 + Penalty 3008.442692 = -836848.261253
  nChanged 9
		SP:Iteration 63Q (183106.280000 sec): 3 clusters
  Score: Raw -839858.908477 + Penalty 3008.442692 = -836850.465785
  nChanged 16
		SP:Iteration 64Q (183106.530000 sec): 3 clusters
  Score: Raw -839863.118822 + Penalty 3008.442692 = -836854.676130
  nChanged 24
		SP:Iteration 65Q (183106.730000 sec): 3 clusters
  Score: Raw -839867.615947 + Penalty 3008.442692 = -836859.173255
  nChanged 15
		SP:Iteration 66Q (183106.930000 sec): 3 clusters
  Score: Raw -839871.698448 + Penalty 3008.442692 = -836863.255756
  nChanged 20
		SP:Iteration 67Q (183107.170000 sec): 3 clusters
  Score: Raw -839877.440875 + Penalty 3008.442692 = -836868.998183
  nChanged 27
		SP:Iteration 68Q (183107.440000 sec): 3 clusters
  Score: Raw -839885.930378 + Penalty 3008.442692 = -836877.487686
  nChanged 27
		SP:Iteration 69Q (183107.630000 sec): 3 clusters
  Score: Raw -839894.784323 + Penalty 3008.442692 = -836886.341631
  nChanged 25
		SP:Iteration 70Q (183107.860000 sec): 3 clusters
  Score: Raw -839901.110697 + Penalty 3008.442692 = -836892.668005
  nChanged 20
		SP:Iteration 71Q (183108.110000 sec): 3 clusters
  Score: Raw -839907.694573 + Penalty 3008.442692 = -836899.251881
  nChanged 21
		SP:Iteration 72Q (183108.310000 sec): 3 clusters
  Score: Raw -839914.436324 + Penalty 3008.442692 = -836905.993632
  nChanged 25
		SP:Iteration 73Q (183108.510000 sec): 3 clusters
  Score: Raw -839924.069525 + Penalty 3008.442692 = -836915.626833
  nChanged 33
		SP:Iteration 74Q (183108.690000 sec): 3 clusters
  Score: Raw -839933.049501 + Penalty 3008.442692 = -836924.606809
  nChanged 25
		SP:Iteration 75Q (183108.930000 sec): 3 clusters
  Score: Raw -839939.902350 + Penalty 3008.442692 = -836931.459658
  nChanged 23
		SP:Iteration 76Q (183109.150000 sec): 3 clusters
  Score: Raw -839946.105865 + Penalty 3008.442692 = -836937.663173
  nChanged 23
		SP:Iteration 77Q (183109.360000 sec): 3 clusters
  Score: Raw -839953.342221 + Penalty 3008.442692 = -836944.899528
  nChanged 27
		SP:Iteration 78Q (183109.530000 sec): 3 clusters
  Score: Raw -839963.447089 + Penalty 3008.442692 = -836955.004397
  nChanged 27
		SP:Iteration 79Q (183109.780000 sec): 3 clusters
  Score: Raw -839973.317535 + Penalty 3008.442692 = -836964.874843
  nChanged 24
		SP:Iteration 80F (183109.980000 sec): 3 clusters
  Score: Raw -839982.390035 + Penalty 3008.442692 = -836973.947343
  nChanged 26
		SP:Iteration 81Q (183110.150000 sec): 3 clusters
  Score: Raw -839991.635481 + Penalty 3008.442692 = -836983.192789
  nChanged 26
		SP:Iteration 82Q (183110.340000 sec): 3 clusters
  Score: Raw -840002.105125 + Penalty 3008.442692 = -836993.662433
  nChanged 22
		SP:Iteration 83Q (183110.550000 sec): 3 clusters
  Score: Raw -840010.164725 + Penalty 3008.442692 = -837001.722033
  nChanged 18
		SP:Iteration 84Q (183110.790000 sec): 3 clusters
  Score: Raw -840015.875450 + Penalty 3008.442692 = -837007.432758
  nChanged 20
		SP:Iteration 85Q (183111.030000 sec): 3 clusters
  Score: Raw -840022.111288 + Penalty 3008.442692 = -837013.668596
  nChanged 15
		SP:Iteration 86Q (183111.250000 sec): 3 clusters
  Score: Raw -840028.168355 + Penalty 3008.442692 = -837019.725663
  nChanged 17
		SP:Iteration 87Q (183111.470000 sec): 3 clusters
  Score: Raw -840034.633852 + Penalty 3008.442692 = -837026.191160
  nChanged 18
		SP:Iteration 88Q (183111.640000 sec): 3 clusters
  Score: Raw -840041.426781 + Penalty 3008.442692 = -837032.984089
  nChanged 11
		SP:Iteration 89Q (183111.850000 sec): 3 clusters
  Score: Raw -840045.767322 + Penalty 3008.442692 = -837037.324630
  nChanged 17
		SP:Iteration 90Q (183112.040000 sec): 3 clusters
  Score: Raw -840049.883760 + Penalty 3008.442692 = -837041.441068
  nChanged 8
		SP:Iteration 91Q (183112.290000 sec): 3 clusters
  Score: Raw -840051.896839 + Penalty 3008.442692 = -837043.454147
  nChanged 8
		SP:Iteration 92Q (183112.490000 sec): 3 clusters
  Score: Raw -840053.910188 + Penalty 3008.442692 = -837045.467496
  nChanged 4
		SP:Iteration 93Q (183112.680000 sec): 3 clusters
  Score: Raw -840055.526067 + Penalty 3008.442692 = -837047.083374
  nChanged 6
		SP:Iteration 94Q (183112.870000 sec): 3 clusters
  Score: Raw -840057.401632 + Penalty 3008.442692 = -837048.958940
  nChanged 7
		SP:Iteration 95Q (183113.050000 sec): 3 clusters
  Score: Raw -840059.725708 + Penalty 3008.442692 = -837051.283016
  nChanged 5
		SP:Iteration 96Q (183113.270000 sec): 3 clusters
  Score: Raw -840061.031875 + Penalty 3008.442692 = -837052.589183
  nChanged 1
		SP:Iteration 97Q (183113.480000 sec): 3 clusters
  Score: Raw -840061.524320 + Penalty 3008.442692 = -837053.081628
  nChanged 1
		SP:Iteration 98Q (183113.670000 sec): 3 clusters
  Score: Raw -840061.754128 + Penalty 3008.442692 = -837053.311436
  nChanged 1
		SP:Iteration 99Q (183113.860000 sec): 3 clusters
  Score: Raw -840062.004768 + Penalty 3008.442692 = -837053.562076
  nChanged 0
		SP:Iteration 100F (183114.070000 sec): 3 clusters
  Score: Raw -840062.004768 + Penalty 3008.442692 = -837053.562076
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 35 (24458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183114.270000 sec): 2 clusters
  Score: Raw -2017054.834510 + Penalty 1642.015804 = -2015412.818706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183114.570000 sec): 3 clusters
  Score: Raw -2002003.788031 + Penalty 3284.031608 = -1998719.756423
  nChanged 11210
		SP:Iteration 1F (183114.790000 sec): 3 clusters
  Score: Raw -2008349.101992 + Penalty 3284.031608 = -2005065.070384
  nChanged 1210
		SP:Iteration 2Q (183115.070000 sec): 3 clusters
  Score: Raw -2008818.959362 + Penalty 3284.031608 = -2005534.927754
  nChanged 1180
		SP:Iteration 3Q (183115.350000 sec): 3 clusters
  Score: Raw -2009403.176009 + Penalty 3284.031608 = -2006119.144401
  nChanged 1212
		SP:Iteration 4Q (183115.650000 sec): 3 clusters
  Score: Raw -2010066.993665 + Penalty 3284.031608 = -2006782.962057
  nChanged 1237
		SP:Iteration 5F (183115.970000 sec): 3 clusters
  Score: Raw -2010814.738100 + Penalty 3284.031608 = -2007530.706492
  nChanged 1287
		SP:Iteration 6F (183116.270000 sec): 3 clusters
  Score: Raw -2011600.169657 + Penalty 3284.031608 = -2008316.138049
  nChanged 1271
		SP:Iteration 7F (183116.510000 sec): 3 clusters
  Score: Raw -2012412.613652 + Penalty 3284.031608 = -2009128.582044
  nChanged 1225
		SP:Iteration 8F (183116.830000 sec): 3 clusters
  Score: Raw -2013190.665885 + Penalty 3284.031608 = -2009906.634277
  nChanged 1149
		SP:Iteration 9Q (183117.140000 sec): 3 clusters
  Score: Raw -2013924.487155 + Penalty 3284.031608 = -2010640.455547
  nChanged 1040
		SP:Iteration 10Q (183117.380000 sec): 3 clusters
  Score: Raw -2014588.506159 + Penalty 3284.031608 = -2011304.474552
  nChanged 938
		SP:Iteration 11Q (183117.700000 sec): 3 clusters
  Score: Raw -2015187.213315 + Penalty 3284.031608 = -2011903.181707
  nChanged 792
		SP:Iteration 12Q (183118.010000 sec): 3 clusters
  Score: Raw -2015703.617306 + Penalty 3284.031608 = -2012419.585698
  nChanged 655
		SP:Iteration 13Q (183118.280000 sec): 3 clusters
  Score: Raw -2016117.895158 + Penalty 3284.031608 = -2012833.863550
  nChanged 497
		SP:Iteration 14Q (183118.570000 sec): 3 clusters
  Score: Raw -2016439.033483 + Penalty 3284.031608 = -2013155.001875
  nChanged 385
		SP:Iteration 15Q (183118.890000 sec): 3 clusters
  Score: Raw -2016693.491761 + Penalty 3284.031608 = -2013409.460153
  nChanged 251
		SP:Iteration 16Q (183119.140000 sec): 3 clusters
  Score: Raw -2016865.667761 + Penalty 3284.031608 = -2013581.636153
  nChanged 182
		SP:Iteration 17Q (183119.420000 sec): 3 clusters
  Score: Raw -2016981.386008 + Penalty 3284.031608 = -2013697.354400
  nChanged 121
		SP:Iteration 18Q (183119.710000 sec): 3 clusters
  Score: Raw -2017065.191281 + Penalty 3284.031608 = -2013781.159673
  nChanged 71
		SP:Iteration 19Q (183119.940000 sec): 3 clusters
  Score: Raw -2017119.417005 + Penalty 3284.031608 = -2013835.385397
  nChanged 50
		SP:Iteration 20F (183120.190000 sec): 3 clusters
  Score: Raw -2017155.306267 + Penalty 3284.031608 = -2013871.274660
  nChanged 38
		SP:Iteration 21Q (183120.450000 sec): 3 clusters
  Score: Raw -2017181.820106 + Penalty 3284.031608 = -2013897.788498
  nChanged 29
		SP:Iteration 22Q (183120.740000 sec): 3 clusters
  Score: Raw -2017204.032154 + Penalty 3284.031608 = -2013920.000546
  nChanged 25
		SP:Iteration 23Q (183120.990000 sec): 3 clusters
  Score: Raw -2017223.401233 + Penalty 3284.031608 = -2013939.369625
  nChanged 24
		SP:Iteration 24Q (183121.210000 sec): 3 clusters
  Score: Raw -2017240.373278 + Penalty 3284.031608 = -2013956.341670
  nChanged 18
		SP:Iteration 25Q (183121.450000 sec): 3 clusters
  Score: Raw -2017254.381849 + Penalty 3284.031608 = -2013970.350241
  nChanged 14
		SP:Iteration 26Q (183121.690000 sec): 3 clusters
  Score: Raw -2017263.498189 + Penalty 3284.031608 = -2013979.466581
  nChanged 10
		SP:Iteration 27Q (183122.000000 sec): 3 clusters
  Score: Raw -2017271.705809 + Penalty 3284.031608 = -2013987.674201
  nChanged 9
		SP:Iteration 28Q (183122.270000 sec): 3 clusters
  Score: Raw -2017276.579691 + Penalty 3284.031608 = -2013992.548084
  nChanged 5
		SP:Iteration 29Q (183122.540000 sec): 3 clusters
  Score: Raw -2017280.443526 + Penalty 3284.031608 = -2013996.411918
  nChanged 6
		SP:Iteration 30Q (183122.780000 sec): 3 clusters
  Score: Raw -2017284.772564 + Penalty 3284.031608 = -2014000.740956
  nChanged 3
		SP:Iteration 31Q (183123.040000 sec): 3 clusters
  Score: Raw -2017286.308056 + Penalty 3284.031608 = -2014002.276448
  nChanged 3
		SP:Iteration 32Q (183123.330000 sec): 3 clusters
  Score: Raw -2017288.587521 + Penalty 3284.031608 = -2014004.555913
  nChanged 2
		SP:Iteration 33Q (183123.620000 sec): 3 clusters
  Score: Raw -2017289.586221 + Penalty 3284.031608 = -2014005.554613
  nChanged 0
		SP:Iteration 34F (183123.880000 sec): 3 clusters
  Score: Raw -2017289.586221 + Penalty 3284.031608 = -2014005.554613
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 36 (22677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183124.110000 sec): 2 clusters
  Score: Raw -1935036.136198 + Penalty 1629.729802 = -1933406.406396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183124.390000 sec): 3 clusters
  Score: Raw -1921221.687988 + Penalty 3259.459604 = -1917962.228384
  nChanged 10284
		SP:Iteration 1F (183124.630000 sec): 3 clusters
  Score: Raw -1926795.750826 + Penalty 3259.459604 = -1923536.291222
  nChanged 950
		SP:Iteration 2Q (183124.910000 sec): 3 clusters
  Score: Raw -1927056.267282 + Penalty 3259.459604 = -1923796.807678
  nChanged 889
		SP:Iteration 3Q (183125.230000 sec): 3 clusters
  Score: Raw -1927290.990878 + Penalty 3259.459604 = -1924031.531274
  nChanged 824
		SP:Iteration 4Q (183125.480000 sec): 3 clusters
  Score: Raw -1927508.863160 + Penalty 3259.459604 = -1924249.403556
  nChanged 782
		SP:Iteration 5Q (183125.760000 sec): 3 clusters
  Score: Raw -1927747.406078 + Penalty 3259.459604 = -1924487.946474
  nChanged 877
		SP:Iteration 6Q (183126.050000 sec): 3 clusters
  Score: Raw -1928080.214008 + Penalty 3259.459604 = -1924820.754404
  nChanged 1032
		SP:Iteration 7Q (183126.350000 sec): 3 clusters
  Score: Raw -1928600.414365 + Penalty 3259.459604 = -1925340.954761
  nChanged 1271
		SP:Iteration 8F (183126.640000 sec): 3 clusters
  Score: Raw -1929351.203787 + Penalty 3259.459604 = -1926091.744183
  nChanged 1474
		SP:Iteration 9F (183126.890000 sec): 3 clusters
  Score: Raw -1930420.687180 + Penalty 3259.459604 = -1927161.227575
  nChanged 1561
		SP:Iteration 10F (183127.130000 sec): 3 clusters
  Score: Raw -1931735.948496 + Penalty 3259.459604 = -1928476.488892
  nChanged 1409
		SP:Iteration 11F (183127.400000 sec): 3 clusters
  Score: Raw -1933029.417612 + Penalty 3259.459604 = -1929769.958008
  nChanged 991
		SP:Iteration 12Q (183127.610000 sec): 3 clusters
  Score: Raw -1933956.593710 + Penalty 3259.459604 = -1930697.134106
  nChanged 567
		SP:Iteration 13Q (183127.900000 sec): 3 clusters
  Score: Raw -1934483.522538 + Penalty 3259.459604 = -1931224.062934
  nChanged 313
		SP:Iteration 14Q (183128.230000 sec): 3 clusters
  Score: Raw -1934779.748404 + Penalty 3259.459604 = -1931520.288800
  nChanged 173
		SP:Iteration 15Q (183128.490000 sec): 3 clusters
  Score: Raw -1934955.888025 + Penalty 3259.459604 = -1931696.428421
  nChanged 108
		SP:Iteration 16Q (183128.820000 sec): 3 clusters
  Score: Raw -1935069.401797 + Penalty 3259.459604 = -1931809.942193
  nChanged 79
		SP:Iteration 17Q (183129.090000 sec): 3 clusters
  Score: Raw -1935143.786318 + Penalty 3259.459604 = -1931884.326714
  nChanged 54
		SP:Iteration 18Q (183129.300000 sec): 3 clusters
  Score: Raw -1935196.615891 + Penalty 3259.459604 = -1931937.156287
  nChanged 34
		SP:Iteration 19Q (183129.550000 sec): 3 clusters
  Score: Raw -1935240.964632 + Penalty 3259.459604 = -1931981.505028
  nChanged 34
		SP:Iteration 20F (183129.850000 sec): 3 clusters
  Score: Raw -1935282.473683 + Penalty 3259.459604 = -1932023.014079
  nChanged 23
		SP:Iteration 21Q (183130.120000 sec): 3 clusters
  Score: Raw -1935308.399089 + Penalty 3259.459604 = -1932048.939485
  nChanged 13
		SP:Iteration 22Q (183130.370000 sec): 3 clusters
  Score: Raw -1935319.573080 + Penalty 3259.459604 = -1932060.113476
  nChanged 12
		SP:Iteration 23Q (183130.670000 sec): 3 clusters
  Score: Raw -1935333.222789 + Penalty 3259.459604 = -1932073.763185
  nChanged 13
		SP:Iteration 24Q (183130.910000 sec): 3 clusters
  Score: Raw -1935344.260163 + Penalty 3259.459604 = -1932084.800559
  nChanged 9
		SP:Iteration 25Q (183131.150000 sec): 3 clusters
  Score: Raw -1935350.485759 + Penalty 3259.459604 = -1932091.026155
  nChanged 2
		SP:Iteration 26Q (183131.420000 sec): 3 clusters
  Score: Raw -1935353.678820 + Penalty 3259.459604 = -1932094.219216
  nChanged 4
		SP:Iteration 27Q (183131.680000 sec): 3 clusters
  Score: Raw -1935359.613463 + Penalty 3259.459604 = -1932100.153859
  nChanged 3
		SP:Iteration 28Q (183131.920000 sec): 3 clusters
  Score: Raw -1935363.836500 + Penalty 3259.459604 = -1932104.376896
  nChanged 8
		SP:Iteration 29Q (183132.200000 sec): 3 clusters
  Score: Raw -1935368.975480 + Penalty 3259.459604 = -1932109.515876
  nChanged 7
		SP:Iteration 30Q (183132.460000 sec): 3 clusters
  Score: Raw -1935373.975623 + Penalty 3259.459604 = -1932114.516019
  nChanged 6
		SP:Iteration 31Q (183132.760000 sec): 3 clusters
  Score: Raw -1935378.315380 + Penalty 3259.459604 = -1932118.855776
  nChanged 3
		SP:Iteration 32Q (183133.040000 sec): 3 clusters
  Score: Raw -1935379.975983 + Penalty 3259.459604 = -1932120.516379
  nChanged 2
		SP:Iteration 33Q (183133.280000 sec): 3 clusters
  Score: Raw -1935381.432203 + Penalty 3259.459604 = -1932121.972599
  nChanged 1
		SP:Iteration 34Q (183133.550000 sec): 3 clusters
  Score: Raw -1935382.454736 + Penalty 3259.459604 = -1932122.995132
  nChanged 1
		SP:Iteration 35Q (183133.760000 sec): 3 clusters
  Score: Raw -1935383.194501 + Penalty 3259.459604 = -1932123.734897
  nChanged 2
		SP:Iteration 36Q (183134.040000 sec): 3 clusters
  Score: Raw -1935385.680045 + Penalty 3259.459604 = -1932126.220441
  nChanged 3
		SP:Iteration 37Q (183134.320000 sec): 3 clusters
  Score: Raw -1935387.636364 + Penalty 3259.459604 = -1932128.176760
  nChanged 6
		SP:Iteration 38Q (183134.600000 sec): 3 clusters
  Score: Raw -1935393.524057 + Penalty 3259.459604 = -1932134.064453
  nChanged 6
		SP:Iteration 39Q (183134.900000 sec): 3 clusters
  Score: Raw -1935397.608217 + Penalty 3259.459604 = -1932138.148613
  nChanged 3
		SP:Iteration 40F (183135.140000 sec): 3 clusters
  Score: Raw -1935399.979567 + Penalty 3259.459604 = -1932140.519963
  nChanged 2
		SP:Iteration 41Q (183135.440000 sec): 3 clusters
  Score: Raw -1935402.560269 + Penalty 3259.459604 = -1932143.100665
  nChanged 3
		SP:Iteration 42Q (183135.680000 sec): 3 clusters
  Score: Raw -1935404.780280 + Penalty 3259.459604 = -1932145.320676
  nChanged 2
		SP:Iteration 43Q (183135.970000 sec): 3 clusters
  Score: Raw -1935406.598639 + Penalty 3259.459604 = -1932147.139035
  nChanged 1
		SP:Iteration 44Q (183136.250000 sec): 3 clusters
  Score: Raw -1935407.893638 + Penalty 3259.459604 = -1932148.434034
  nChanged 3
		SP:Iteration 45Q (183136.500000 sec): 3 clusters
  Score: Raw -1935410.407263 + Penalty 3259.459604 = -1932150.947658
  nChanged 0
		SP:Iteration 46F (183136.770000 sec): 3 clusters
  Score: Raw -1935410.407263 + Penalty 3259.459604 = -1932150.947658
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 37 (1799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183136.890000 sec): 2 clusters
  Score: Raw -152417.046398 + Penalty 1217.935263 = -151199.111135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183137.100000 sec): 3 clusters
  Score: Raw -151652.913198 + Penalty 2435.870526 = -149217.042672
  nChanged 631
		SP:Iteration 1F (183137.310000 sec): 3 clusters
  Score: Raw -152060.628409 + Penalty 2435.870526 = -149624.757883
  nChanged 164
		SP:Iteration 2F (183137.460000 sec): 3 clusters
  Score: Raw -152191.288091 + Penalty 2435.870526 = -149755.417565
  nChanged 87
		SP:Iteration 3Q (183137.690000 sec): 3 clusters
  Score: Raw -152256.819876 + Penalty 2435.870526 = -149820.949350
  nChanged 64
		SP:Iteration 4Q (183137.850000 sec): 3 clusters
  Score: Raw -152302.952457 + Penalty 2435.870526 = -149867.081931
  nChanged 44
		SP:Iteration 5Q (183138.020000 sec): 3 clusters
  Score: Raw -152339.079669 + Penalty 2435.870526 = -149903.209143
  nChanged 45
		SP:Iteration 6Q (183138.250000 sec): 3 clusters
  Score: Raw -152383.664429 + Penalty 2435.870526 = -149947.793903
  nChanged 59
		SP:Iteration 7Q (183138.450000 sec): 3 clusters
  Score: Raw -152426.284484 + Penalty 2435.870526 = -149990.413958
  nChanged 52
		SP:Iteration 8Q (183138.650000 sec): 3 clusters
  Score: Raw -152466.070565 + Penalty 2435.870526 = -150030.200039
  nChanged 42
		SP:Iteration 9Q (183138.810000 sec): 3 clusters
  Score: Raw -152499.804976 + Penalty 2435.870526 = -150063.934450
  nChanged 31
		SP:Iteration 10Q (183139.020000 sec): 3 clusters
  Score: Raw -152525.590178 + Penalty 2435.870526 = -150089.719652
  nChanged 38
		SP:Iteration 11Q (183139.240000 sec): 3 clusters
  Score: Raw -152554.374656 + Penalty 2435.870526 = -150118.504130
  nChanged 36
		SP:Iteration 12Q (183139.400000 sec): 3 clusters
  Score: Raw -152584.563068 + Penalty 2435.870526 = -150148.692542
  nChanged 32
		SP:Iteration 13Q (183139.650000 sec): 3 clusters
  Score: Raw -152607.266817 + Penalty 2435.870526 = -150171.396291
  nChanged 26
		SP:Iteration 14Q (183139.800000 sec): 3 clusters
  Score: Raw -152626.371111 + Penalty 2435.870526 = -150190.500585
  nChanged 18
		SP:Iteration 15Q (183140.030000 sec): 3 clusters
  Score: Raw -152637.800582 + Penalty 2435.870526 = -150201.930056
  nChanged 13
		SP:Iteration 16Q (183140.220000 sec): 3 clusters
  Score: Raw -152646.191225 + Penalty 2435.870526 = -150210.320699
  nChanged 15
		SP:Iteration 17Q (183140.390000 sec): 3 clusters
  Score: Raw -152654.295648 + Penalty 2435.870526 = -150218.425122
  nChanged 13
		SP:Iteration 18Q (183140.600000 sec): 3 clusters
  Score: Raw -152663.733086 + Penalty 2435.870526 = -150227.862560
  nChanged 9
		SP:Iteration 19Q (183140.810000 sec): 3 clusters
  Score: Raw -152670.223552 + Penalty 2435.870526 = -150234.353026
  nChanged 11
		SP:Iteration 20F (183141.000000 sec): 3 clusters
  Score: Raw -152679.179353 + Penalty 2435.870526 = -150243.308827
  nChanged 11
		SP:Iteration 21Q (183141.190000 sec): 3 clusters
  Score: Raw -152686.894559 + Penalty 2435.870526 = -150251.024033
  nChanged 9
		SP:Iteration 22Q (183141.370000 sec): 3 clusters
  Score: Raw -152693.999371 + Penalty 2435.870526 = -150258.128845
  nChanged 3
		SP:Iteration 23Q (183141.580000 sec): 3 clusters
  Score: Raw -152695.717359 + Penalty 2435.870526 = -150259.846833
  nChanged 3
		SP:Iteration 24Q (183141.750000 sec): 3 clusters
  Score: Raw -152697.035743 + Penalty 2435.870526 = -150261.165217
  nChanged 5
		SP:Iteration 25Q (183141.950000 sec): 3 clusters
  Score: Raw -152699.647812 + Penalty 2435.870526 = -150263.777286
  nChanged 5
		SP:Iteration 26Q (183142.140000 sec): 3 clusters
  Score: Raw -152701.984301 + Penalty 2435.870526 = -150266.113775
  nChanged 1
		SP:Iteration 27Q (183142.320000 sec): 3 clusters
  Score: Raw -152702.566160 + Penalty 2435.870526 = -150266.695634
  nChanged 0
		SP:Iteration 28F (183142.480000 sec): 3 clusters
  Score: Raw -152702.566160 + Penalty 2435.870526 = -150266.695634
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 38 (44780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183142.780000 sec): 2 clusters
  Score: Raw -4232534.396435 + Penalty 1740.296495 = -4230794.099941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183143.130000 sec): 3 clusters
  Score: Raw -4204226.788312 + Penalty 3480.592989 = -4200746.195323
  nChanged 20791
		SP:Iteration 1F (183143.500000 sec): 3 clusters
  Score: Raw -4216019.486733 + Penalty 3480.592989 = -4212538.893744
  nChanged 1641
		SP:Iteration 2Q (183143.860000 sec): 3 clusters
  Score: Raw -4216516.966234 + Penalty 3480.592989 = -4213036.373244
  nChanged 1873
		SP:Iteration 3Q (183144.260000 sec): 3 clusters
  Score: Raw -4217251.806237 + Penalty 3480.592989 = -4213771.213248
  nChanged 2358
		SP:Iteration 4F (183144.620000 sec): 3 clusters
  Score: Raw -4218504.249773 + Penalty 3480.592989 = -4215023.656784
  nChanged 3255
		SP:Iteration 5F (183145.040000 sec): 3 clusters
  Score: Raw -4220791.858145 + Penalty 3480.592989 = -4217311.265156
  nChanged 3943
		SP:Iteration 6F (183145.390000 sec): 3 clusters
  Score: Raw -4224244.735351 + Penalty 3480.592989 = -4220764.142362
  nChanged 3996
		SP:Iteration 7F (183145.720000 sec): 3 clusters
  Score: Raw -4228284.875353 + Penalty 3480.592989 = -4224804.282364
  nChanged 2787
		SP:Iteration 8F (183146.060000 sec): 3 clusters
  Score: Raw -4231192.614117 + Penalty 3480.592989 = -4227712.021128
  nChanged 1075
		SP:Iteration 9Q (183146.460000 sec): 3 clusters
  Score: Raw -4232263.387927 + Penalty 3480.592989 = -4228782.794938
  nChanged 249
		SP:Iteration 10Q (183146.770000 sec): 3 clusters
  Score: Raw -4232540.436469 + Penalty 3480.592989 = -4229059.843479
  nChanged 62
		SP:Iteration 11Q (183147.160000 sec): 3 clusters
  Score: Raw -4232639.926174 + Penalty 3480.592989 = -4229159.333184
  nChanged 18
		SP:Iteration 12Q (183147.520000 sec): 3 clusters
  Score: Raw -4232679.181873 + Penalty 3480.592989 = -4229198.588883
  nChanged 10
		SP:Iteration 13Q (183147.880000 sec): 3 clusters
  Score: Raw -4232706.514510 + Penalty 3480.592989 = -4229225.921520
  nChanged 5
		SP:Iteration 14Q (183148.250000 sec): 3 clusters
  Score: Raw -4232714.856467 + Penalty 3480.592989 = -4229234.263477
  nChanged 3
		SP:Iteration 15Q (183148.600000 sec): 3 clusters
  Score: Raw -4232717.911789 + Penalty 3480.592989 = -4229237.318800
  nChanged 1
		SP:Iteration 16Q (183149.000000 sec): 3 clusters
  Score: Raw -4232718.984449 + Penalty 3480.592989 = -4229238.391460
  nChanged 1
		SP:Iteration 17Q (183149.340000 sec): 3 clusters
  Score: Raw -4232719.792653 + Penalty 3480.592989 = -4229239.199664
  nChanged 0
		SP:Iteration 18F (183149.700000 sec): 3 clusters
  Score: Raw -4232719.792653 + Penalty 3480.592989 = -4229239.199664
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 39 (9206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183149.800000 sec): 2 clusters
  Score: Raw -754199.864637 + Penalty 1483.236743 = -752716.627894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183150.040000 sec): 3 clusters
  Score: Raw -749016.175811 + Penalty 2966.473485 = -746049.702326
  nChanged 3979
		SP:Iteration 1F (183150.300000 sec): 3 clusters
  Score: Raw -751152.674189 + Penalty 2966.473485 = -748186.200704
  nChanged 572
		SP:Iteration 2F (183150.520000 sec): 3 clusters
  Score: Raw -751384.503883 + Penalty 2966.473485 = -748418.030398
  nChanged 449
		SP:Iteration 3Q (183150.790000 sec): 3 clusters
  Score: Raw -751571.296839 + Penalty 2966.473485 = -748604.823353
  nChanged 409
		SP:Iteration 4Q (183151.000000 sec): 3 clusters
  Score: Raw -751757.120579 + Penalty 2966.473485 = -748790.647094
  nChanged 410
		SP:Iteration 5Q (183151.230000 sec): 3 clusters
  Score: Raw -751955.894507 + Penalty 2966.473485 = -748989.421022
  nChanged 429
		SP:Iteration 6Q (183151.450000 sec): 3 clusters
  Score: Raw -752200.363822 + Penalty 2966.473485 = -749233.890337
  nChanged 473
		SP:Iteration 7F (183151.650000 sec): 3 clusters
  Score: Raw -752522.716067 + Penalty 2966.473485 = -749556.242582
  nChanged 529
		SP:Iteration 8F (183151.900000 sec): 3 clusters
  Score: Raw -752932.962549 + Penalty 2966.473485 = -749966.489063
  nChanged 507
		SP:Iteration 9F (183152.100000 sec): 3 clusters
  Score: Raw -753365.983286 + Penalty 2966.473485 = -750399.509800
  nChanged 416
		SP:Iteration 10Q (183152.280000 sec): 3 clusters
  Score: Raw -753743.238148 + Penalty 2966.473485 = -750776.764662
  nChanged 297
		SP:Iteration 11Q (183152.540000 sec): 3 clusters
  Score: Raw -754031.361002 + Penalty 2966.473485 = -751064.887517
  nChanged 168
		SP:Iteration 12Q (183152.780000 sec): 3 clusters
  Score: Raw -754191.393193 + Penalty 2966.473485 = -751224.919707
  nChanged 100
		SP:Iteration 13Q (183153.000000 sec): 3 clusters
  Score: Raw -754296.027599 + Penalty 2966.473485 = -751329.554113
  nChanged 48
		SP:Iteration 14Q (183153.220000 sec): 3 clusters
  Score: Raw -754350.355451 + Penalty 2966.473485 = -751383.881966
  nChanged 32
		SP:Iteration 15Q (183153.440000 sec): 3 clusters
  Score: Raw -754386.337120 + Penalty 2966.473485 = -751419.863635
  nChanged 19
		SP:Iteration 16Q (183153.670000 sec): 3 clusters
  Score: Raw -754417.059726 + Penalty 2966.473485 = -751450.586241
  nChanged 16
		SP:Iteration 17Q (183153.900000 sec): 3 clusters
  Score: Raw -754440.614310 + Penalty 2966.473485 = -751474.140825
  nChanged 14
		SP:Iteration 18Q (183154.140000 sec): 3 clusters
  Score: Raw -754457.101039 + Penalty 2966.473485 = -751490.627554
  nChanged 5
		SP:Iteration 19Q (183154.420000 sec): 3 clusters
  Score: Raw -754462.916715 + Penalty 2966.473485 = -751496.443230
  nChanged 3
		SP:Iteration 20F (183154.690000 sec): 3 clusters
  Score: Raw -754466.579990 + Penalty 2966.473485 = -751500.106505
  nChanged 2
		SP:Iteration 21Q (183154.860000 sec): 3 clusters
  Score: Raw -754467.783130 + Penalty 2966.473485 = -751501.309644
  nChanged 1
		SP:Iteration 22Q (183155.140000 sec): 3 clusters
  Score: Raw -754468.642349 + Penalty 2966.473485 = -751502.168863
  nChanged 2
		SP:Iteration 23Q (183155.330000 sec): 3 clusters
  Score: Raw -754470.940120 + Penalty 2966.473485 = -751504.466635
  nChanged 0
		SP:Iteration 24F (183155.530000 sec): 3 clusters
  Score: Raw -754470.940120 + Penalty 2966.473485 = -751504.466635
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 40 (3280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183155.660000 sec): 2 clusters
  Score: Raw -276171.410300 + Penalty 1315.534789 = -274855.875511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183155.880000 sec): 3 clusters
  Score: Raw -274586.432963 + Penalty 2631.069578 = -271955.363385
  nChanged 1266
		SP:Iteration 1F (183156.080000 sec): 3 clusters
  Score: Raw -275254.124457 + Penalty 2631.069578 = -272623.054879
  nChanged 250
		SP:Iteration 2F (183156.300000 sec): 3 clusters
  Score: Raw -275400.250107 + Penalty 2631.069578 = -272769.180529
  nChanged 165
		SP:Iteration 3F (183156.500000 sec): 3 clusters
  Score: Raw -275486.246651 + Penalty 2631.069578 = -272855.177073
  nChanged 106
		SP:Iteration 4Q (183156.660000 sec): 3 clusters
  Score: Raw -275543.319355 + Penalty 2631.069578 = -272912.249777
  nChanged 90
		SP:Iteration 5Q (183156.830000 sec): 3 clusters
  Score: Raw -275599.741757 + Penalty 2631.069578 = -272968.672179
  nChanged 111
		SP:Iteration 6Q (183157.040000 sec): 3 clusters
  Score: Raw -275676.603392 + Penalty 2631.069578 = -273045.533814
  nChanged 121
		SP:Iteration 7Q (183157.250000 sec): 3 clusters
  Score: Raw -275761.778861 + Penalty 2631.069578 = -273130.709283
  nChanged 142
		SP:Iteration 8Q (183157.410000 sec): 3 clusters
  Score: Raw -275859.598679 + Penalty 2631.069578 = -273228.529101
  nChanged 143
		SP:Iteration 9Q (183157.630000 sec): 3 clusters
  Score: Raw -275965.459479 + Penalty 2631.069578 = -273334.389901
  nChanged 135
		SP:Iteration 10Q (183157.830000 sec): 3 clusters
  Score: Raw -276062.206444 + Penalty 2631.069578 = -273431.136866
  nChanged 134
		SP:Iteration 11Q (183158.070000 sec): 3 clusters
  Score: Raw -276159.707447 + Penalty 2631.069578 = -273528.637869
  nChanged 124
		SP:Iteration 12Q (183158.250000 sec): 3 clusters
  Score: Raw -276235.518117 + Penalty 2631.069578 = -273604.448539
  nChanged 90
		SP:Iteration 13Q (183158.480000 sec): 3 clusters
  Score: Raw -276298.838981 + Penalty 2631.069578 = -273667.769403
  nChanged 78
		SP:Iteration 14Q (183158.670000 sec): 3 clusters
  Score: Raw -276346.521740 + Penalty 2631.069578 = -273715.452162
  nChanged 57
		SP:Iteration 15Q (183158.830000 sec): 3 clusters
  Score: Raw -276379.333964 + Penalty 2631.069578 = -273748.264386
  nChanged 62
		SP:Iteration 16Q (183159.030000 sec): 3 clusters
  Score: Raw -276415.838226 + Penalty 2631.069578 = -273784.768648
  nChanged 45
		SP:Iteration 17Q (183159.230000 sec): 3 clusters
  Score: Raw -276438.906142 + Penalty 2631.069578 = -273807.836564
  nChanged 33
		SP:Iteration 18Q (183159.390000 sec): 3 clusters
  Score: Raw -276454.034619 + Penalty 2631.069578 = -273822.965041
  nChanged 20
		SP:Iteration 19Q (183159.590000 sec): 3 clusters
  Score: Raw -276464.967496 + Penalty 2631.069578 = -273833.897918
  nChanged 20
		SP:Iteration 20F (183159.800000 sec): 3 clusters
  Score: Raw -276472.055328 + Penalty 2631.069578 = -273840.985750
  nChanged 13
		SP:Iteration 21Q (183159.980000 sec): 3 clusters
  Score: Raw -276477.544662 + Penalty 2631.069578 = -273846.475084
  nChanged 9
		SP:Iteration 22Q (183160.190000 sec): 3 clusters
  Score: Raw -276480.583214 + Penalty 2631.069578 = -273849.513636
  nChanged 7
		SP:Iteration 23Q (183160.400000 sec): 3 clusters
  Score: Raw -276483.173642 + Penalty 2631.069578 = -273852.104064
  nChanged 6
		SP:Iteration 24Q (183160.620000 sec): 3 clusters
  Score: Raw -276485.666546 + Penalty 2631.069578 = -273854.596968
  nChanged 8
		SP:Iteration 25Q (183160.850000 sec): 3 clusters
  Score: Raw -276488.636058 + Penalty 2631.069578 = -273857.566480
  nChanged 5
		SP:Iteration 26Q (183161.050000 sec): 3 clusters
  Score: Raw -276489.784564 + Penalty 2631.069578 = -273858.714986
  nChanged 6
		SP:Iteration 27Q (183161.240000 sec): 3 clusters
  Score: Raw -276491.320160 + Penalty 2631.069578 = -273860.250582
  nChanged 2
		SP:Iteration 28Q (183161.460000 sec): 3 clusters
  Score: Raw -276491.964499 + Penalty 2631.069578 = -273860.894921
  nChanged 0
		SP:Iteration 29F (183161.690000 sec): 3 clusters
  Score: Raw -276491.964499 + Penalty 2631.069578 = -273860.894921
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 41 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183161.830000 sec): 2 clusters
  Score: Raw -17091.583382 + Penalty 898.532227 = -16193.051155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183162.000000 sec): 3 clusters
  Score: Raw -17202.900031 + Penalty 1797.064453 = -15405.835578
  nChanged 36
		SP:Iteration 1F (183162.210000 sec): 3 clusters
  Score: Raw -17292.094453 + Penalty 1797.064453 = -15495.029999
  nChanged 8
		SP:Iteration 2Q (183162.390000 sec): 3 clusters
  Score: Raw -17319.575191 + Penalty 1797.064453 = -15522.510737
  nChanged 3
		SP:Iteration 3Q (183162.650000 sec): 3 clusters
  Score: Raw -17330.832710 + Penalty 1797.064453 = -15533.768257
  nChanged 1
		SP:Iteration 4Q (183162.850000 sec): 3 clusters
  Score: Raw -17331.634526 + Penalty 1797.064453 = -15534.570072
  nChanged 0
		SP:Iteration 5F (183163.010000 sec): 3 clusters
  Score: Raw -17331.634526 + Penalty 1797.064453 = -15534.570072
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 42 (3140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183163.130000 sec): 2 clusters
  Score: Raw -224788.433981 + Penalty 1308.446438 = -223479.987543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183163.360000 sec): 3 clusters
  Score: Raw -223333.535599 + Penalty 2616.892876 = -220716.642723
  nChanged 1208
		SP:Iteration 1F (183163.580000 sec): 3 clusters
  Score: Raw -224280.588351 + Penalty 2616.892876 = -221663.695475
  nChanged 304
		SP:Iteration 2F (183163.810000 sec): 3 clusters
  Score: Raw -224579.427938 + Penalty 2616.892876 = -221962.535062
  nChanged 230
		SP:Iteration 3F (183164.030000 sec): 3 clusters
  Score: Raw -224794.524225 + Penalty 2616.892876 = -222177.631349
  nChanged 181
		SP:Iteration 4F (183164.230000 sec): 3 clusters
  Score: Raw -224963.358750 + Penalty 2616.892876 = -222346.465874
  nChanged 150
		SP:Iteration 5Q (183164.430000 sec): 3 clusters
  Score: Raw -225077.522631 + Penalty 2616.892876 = -222460.629755
  nChanged 116
		SP:Iteration 6Q (183164.620000 sec): 3 clusters
  Score: Raw -225171.864290 + Penalty 2616.892876 = -222554.971414
  nChanged 94
		SP:Iteration 7Q (183164.850000 sec): 3 clusters
  Score: Raw -225235.748863 + Penalty 2616.892876 = -222618.855988
  nChanged 96
		SP:Iteration 8Q (183165.060000 sec): 3 clusters
  Score: Raw -225308.573095 + Penalty 2616.892876 = -222691.680219
  nChanged 70
		SP:Iteration 9Q (183165.230000 sec): 3 clusters
  Score: Raw -225372.134576 + Penalty 2616.892876 = -222755.241701
  nChanged 93
		SP:Iteration 10Q (183165.400000 sec): 3 clusters
  Score: Raw -225461.863370 + Penalty 2616.892876 = -222844.970494
  nChanged 71
		SP:Iteration 11Q (183165.610000 sec): 3 clusters
  Score: Raw -225511.933382 + Penalty 2616.892876 = -222895.040506
  nChanged 63
		SP:Iteration 12Q (183165.750000 sec): 3 clusters
  Score: Raw -225538.040354 + Penalty 2616.892876 = -222921.147478
  nChanged 30
		SP:Iteration 13Q (183165.950000 sec): 3 clusters
  Score: Raw -225549.536344 + Penalty 2616.892876 = -222932.643468
  nChanged 25
		SP:Iteration 14Q (183166.140000 sec): 3 clusters
  Score: Raw -225559.125772 + Penalty 2616.892876 = -222942.232897
  nChanged 17
		SP:Iteration 15Q (183166.320000 sec): 3 clusters
  Score: Raw -225564.174494 + Penalty 2616.892876 = -222947.281619
  nChanged 16
		SP:Iteration 16Q (183166.460000 sec): 3 clusters
  Score: Raw -225567.635393 + Penalty 2616.892876 = -222950.742517
  nChanged 7
		SP:Iteration 17Q (183166.690000 sec): 3 clusters
  Score: Raw -225569.784725 + Penalty 2616.892876 = -222952.891849
  nChanged 2
		SP:Iteration 18Q (183166.900000 sec): 3 clusters
  Score: Raw -225570.160110 + Penalty 2616.892876 = -222953.267234
  nChanged 0
		SP:Iteration 19F (183167.070000 sec): 3 clusters
  Score: Raw -225570.160110 + Penalty 2616.892876 = -222953.267234
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 43 (11000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183167.230000 sec): 2 clusters
  Score: Raw -945944.890584 + Penalty 1512.168215 = -944432.722369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183167.460000 sec): 3 clusters
  Score: Raw -939672.243452 + Penalty 3024.336429 = -936647.907022
  nChanged 4753
		SP:Iteration 1F (183167.790000 sec): 3 clusters
  Score: Raw -942339.546870 + Penalty 3024.336429 = -939315.210440
  nChanged 664
		SP:Iteration 2F (183168.090000 sec): 3 clusters
  Score: Raw -942600.185227 + Penalty 3024.336429 = -939575.848797
  nChanged 486
		SP:Iteration 3Q (183168.270000 sec): 3 clusters
  Score: Raw -942761.064872 + Penalty 3024.336429 = -939736.728442
  nChanged 403
		SP:Iteration 4Q (183168.540000 sec): 3 clusters
  Score: Raw -942900.678777 + Penalty 3024.336429 = -939876.342347
  nChanged 379
		SP:Iteration 5Q (183168.760000 sec): 3 clusters
  Score: Raw -943037.975257 + Penalty 3024.336429 = -940013.638827
  nChanged 358
		SP:Iteration 6Q (183169.020000 sec): 3 clusters
  Score: Raw -943177.342728 + Penalty 3024.336429 = -940153.006299
  nChanged 337
		SP:Iteration 7Q (183169.250000 sec): 3 clusters
  Score: Raw -943327.791269 + Penalty 3024.336429 = -940303.454840
  nChanged 379
		SP:Iteration 8Q (183169.490000 sec): 3 clusters
  Score: Raw -943523.011208 + Penalty 3024.336429 = -940498.674779
  nChanged 407
		SP:Iteration 9Q (183169.690000 sec): 3 clusters
  Score: Raw -943720.871986 + Penalty 3024.336429 = -940696.535556
  nChanged 388
		SP:Iteration 10Q (183169.860000 sec): 3 clusters
  Score: Raw -943900.353192 + Penalty 3024.336429 = -940876.016763
  nChanged 391
		SP:Iteration 11Q (183170.110000 sec): 3 clusters
  Score: Raw -944093.499469 + Penalty 3024.336429 = -941069.163040
  nChanged 399
		SP:Iteration 12Q (183170.350000 sec): 3 clusters
  Score: Raw -944319.391773 + Penalty 3024.336429 = -941295.055343
  nChanged 417
		SP:Iteration 13Q (183170.640000 sec): 3 clusters
  Score: Raw -944583.367958 + Penalty 3024.336429 = -941559.031529
  nChanged 431
		SP:Iteration 14Q (183170.850000 sec): 3 clusters
  Score: Raw -944874.396731 + Penalty 3024.336429 = -941850.060302
  nChanged 397
		SP:Iteration 15Q (183171.100000 sec): 3 clusters
  Score: Raw -945144.642749 + Penalty 3024.336429 = -942120.306320
  nChanged 326
		SP:Iteration 16Q (183171.350000 sec): 3 clusters
  Score: Raw -945387.341530 + Penalty 3024.336429 = -942363.005101
  nChanged 299
		SP:Iteration 17Q (183171.570000 sec): 3 clusters
  Score: Raw -945608.029393 + Penalty 3024.336429 = -942583.692964
  nChanged 225
		SP:Iteration 18Q (183171.810000 sec): 3 clusters
  Score: Raw -945773.175534 + Penalty 3024.336429 = -942748.839105
  nChanged 154
		SP:Iteration 19Q (183172.030000 sec): 3 clusters
  Score: Raw -945875.189238 + Penalty 3024.336429 = -942850.852809
  nChanged 113
		SP:Iteration 20F (183172.330000 sec): 3 clusters
  Score: Raw -945952.118976 + Penalty 3024.336429 = -942927.782546
  nChanged 83
		SP:Iteration 21Q (183172.540000 sec): 3 clusters
  Score: Raw -946009.761330 + Penalty 3024.336429 = -942985.424901
  nChanged 63
		SP:Iteration 22Q (183172.750000 sec): 3 clusters
  Score: Raw -946051.185438 + Penalty 3024.336429 = -943026.849009
  nChanged 42
		SP:Iteration 23Q (183173.010000 sec): 3 clusters
  Score: Raw -946088.798490 + Penalty 3024.336429 = -943064.462061
  nChanged 32
		SP:Iteration 24Q (183173.200000 sec): 3 clusters
  Score: Raw -946112.117785 + Penalty 3024.336429 = -943087.781356
  nChanged 26
		SP:Iteration 25Q (183173.480000 sec): 3 clusters
  Score: Raw -946130.758426 + Penalty 3024.336429 = -943106.421996
  nChanged 17
		SP:Iteration 26Q (183173.670000 sec): 3 clusters
  Score: Raw -946139.780236 + Penalty 3024.336429 = -943115.443807
  nChanged 14
		SP:Iteration 27Q (183173.890000 sec): 3 clusters
  Score: Raw -946147.931031 + Penalty 3024.336429 = -943123.594601
  nChanged 14
		SP:Iteration 28Q (183174.130000 sec): 3 clusters
  Score: Raw -946158.432802 + Penalty 3024.336429 = -943134.096373
  nChanged 10
		SP:Iteration 29Q (183174.390000 sec): 3 clusters
  Score: Raw -946165.382534 + Penalty 3024.336429 = -943141.046105
  nChanged 13
		SP:Iteration 30Q (183174.620000 sec): 3 clusters
  Score: Raw -946177.154659 + Penalty 3024.336429 = -943152.818230
  nChanged 11
		SP:Iteration 31Q (183174.800000 sec): 3 clusters
  Score: Raw -946185.572554 + Penalty 3024.336429 = -943161.236125
  nChanged 7
		SP:Iteration 32Q (183175.060000 sec): 3 clusters
  Score: Raw -946189.801226 + Penalty 3024.336429 = -943165.464797
  nChanged 6
		SP:Iteration 33Q (183175.270000 sec): 3 clusters
  Score: Raw -946193.600499 + Penalty 3024.336429 = -943169.264070
  nChanged 3
		SP:Iteration 34Q (183175.470000 sec): 3 clusters
  Score: Raw -946197.532900 + Penalty 3024.336429 = -943173.196470
  nChanged 5
		SP:Iteration 35Q (183175.720000 sec): 3 clusters
  Score: Raw -946200.476172 + Penalty 3024.336429 = -943176.139743
  nChanged 2
		SP:Iteration 36Q (183175.910000 sec): 3 clusters
  Score: Raw -946201.731087 + Penalty 3024.336429 = -943177.394658
  nChanged 1
		SP:Iteration 37Q (183176.120000 sec): 3 clusters
  Score: Raw -946202.773518 + Penalty 3024.336429 = -943178.437089
  nChanged 1
		SP:Iteration 38Q (183176.380000 sec): 3 clusters
  Score: Raw -946203.238298 + Penalty 3024.336429 = -943178.901869
  nChanged 2
		SP:Iteration 39Q (183176.580000 sec): 3 clusters
  Score: Raw -946204.707191 + Penalty 3024.336429 = -943180.370762
  nChanged 0
		SP:Iteration 40F (183176.850000 sec): 3 clusters
  Score: Raw -946204.707191 + Penalty 3024.336429 = -943180.370762
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 44 (6296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183176.940000 sec): 2 clusters
  Score: Raw -534522.652011 + Penalty 1421.496341 = -533101.155670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183177.140000 sec): 3 clusters
  Score: Raw -531137.967027 + Penalty 2842.992682 = -528294.974345
  nChanged 2594
		SP:Iteration 1F (183177.350000 sec): 3 clusters
  Score: Raw -532481.257221 + Penalty 2842.992682 = -529638.264539
  nChanged 435
		SP:Iteration 2F (183177.560000 sec): 3 clusters
  Score: Raw -532692.655351 + Penalty 2842.992682 = -529849.662669
  nChanged 331
		SP:Iteration 3F (183177.750000 sec): 3 clusters
  Score: Raw -532861.634685 + Penalty 2842.992682 = -530018.642003
  nChanged 313
		SP:Iteration 4Q (183177.980000 sec): 3 clusters
  Score: Raw -533033.862488 + Penalty 2842.992682 = -530190.869806
  nChanged 280
		SP:Iteration 5Q (183178.200000 sec): 3 clusters
  Score: Raw -533205.404285 + Penalty 2842.992682 = -530362.411604
  nChanged 303
		SP:Iteration 6Q (183178.380000 sec): 3 clusters
  Score: Raw -533468.296085 + Penalty 2842.992682 = -530625.303403
  nChanged 331
		SP:Iteration 7F (183178.610000 sec): 3 clusters
  Score: Raw -533814.399254 + Penalty 2842.992682 = -530971.406572
  nChanged 352
		SP:Iteration 8F (183178.840000 sec): 3 clusters
  Score: Raw -534172.880730 + Penalty 2842.992682 = -531329.888049
  nChanged 345
		SP:Iteration 9F (183179.070000 sec): 3 clusters
  Score: Raw -534477.773704 + Penalty 2842.992682 = -531634.781022
  nChanged 291
		SP:Iteration 10Q (183179.240000 sec): 3 clusters
  Score: Raw -534738.081690 + Penalty 2842.992682 = -531895.089009
  nChanged 258
		SP:Iteration 11Q (183179.460000 sec): 3 clusters
  Score: Raw -534955.412971 + Penalty 2842.992682 = -532112.420289
  nChanged 185
		SP:Iteration 12Q (183179.640000 sec): 3 clusters
  Score: Raw -535090.646019 + Penalty 2842.992682 = -532247.653337
  nChanged 138
		SP:Iteration 13Q (183179.880000 sec): 3 clusters
  Score: Raw -535176.228955 + Penalty 2842.992682 = -532333.236273
  nChanged 102
		SP:Iteration 14Q (183180.100000 sec): 3 clusters
  Score: Raw -535230.319356 + Penalty 2842.992682 = -532387.326674
  nChanged 79
		SP:Iteration 15Q (183180.320000 sec): 3 clusters
  Score: Raw -535261.867360 + Penalty 2842.992682 = -532418.874678
  nChanged 49
		SP:Iteration 16Q (183180.540000 sec): 3 clusters
  Score: Raw -535280.355656 + Penalty 2842.992682 = -532437.362974
  nChanged 48
		SP:Iteration 17Q (183180.770000 sec): 3 clusters
  Score: Raw -535300.692649 + Penalty 2842.992682 = -532457.699967
  nChanged 46
		SP:Iteration 18Q (183180.960000 sec): 3 clusters
  Score: Raw -535315.077730 + Penalty 2842.992682 = -532472.085048
  nChanged 39
		SP:Iteration 19Q (183181.180000 sec): 3 clusters
  Score: Raw -535326.610607 + Penalty 2842.992682 = -532483.617925
  nChanged 28
		SP:Iteration 20F (183181.410000 sec): 3 clusters
  Score: Raw -535333.976139 + Penalty 2842.992682 = -532490.983457
  nChanged 23
		SP:Iteration 21Q (183181.630000 sec): 3 clusters
  Score: Raw -535339.710712 + Penalty 2842.992682 = -532496.718031
  nChanged 24
		SP:Iteration 22Q (183181.870000 sec): 3 clusters
  Score: Raw -535345.183965 + Penalty 2842.992682 = -532502.191283
  nChanged 16
		SP:Iteration 23Q (183182.060000 sec): 3 clusters
  Score: Raw -535348.053513 + Penalty 2842.992682 = -532505.060832
  nChanged 12
		SP:Iteration 24Q (183182.280000 sec): 3 clusters
  Score: Raw -535351.024772 + Penalty 2842.992682 = -532508.032090
  nChanged 14
		SP:Iteration 25Q (183182.470000 sec): 3 clusters
  Score: Raw -535353.841316 + Penalty 2842.992682 = -532510.848634
  nChanged 11
		SP:Iteration 26Q (183182.680000 sec): 3 clusters
  Score: Raw -535355.434552 + Penalty 2842.992682 = -532512.441870
  nChanged 2
		SP:Iteration 27Q (183182.870000 sec): 3 clusters
  Score: Raw -535355.736490 + Penalty 2842.992682 = -532512.743808
  nChanged 3
		SP:Iteration 28Q (183183.100000 sec): 3 clusters
  Score: Raw -535356.467457 + Penalty 2842.992682 = -532513.474775
  nChanged 2
		SP:Iteration 29Q (183183.310000 sec): 3 clusters
  Score: Raw -535356.859297 + Penalty 2842.992682 = -532513.866615
  nChanged 3
		SP:Iteration 30Q (183183.500000 sec): 3 clusters
  Score: Raw -535357.619528 + Penalty 2842.992682 = -532514.626846
  nChanged 4
		SP:Iteration 31Q (183183.740000 sec): 3 clusters
  Score: Raw -535358.458841 + Penalty 2842.992682 = -532515.466159
  nChanged 6
		SP:Iteration 32Q (183183.940000 sec): 3 clusters
  Score: Raw -535359.490605 + Penalty 2842.992682 = -532516.497924
  nChanged 7
		SP:Iteration 33Q (183184.120000 sec): 3 clusters
  Score: Raw -535360.880239 + Penalty 2842.992682 = -532517.887557
  nChanged 5
		SP:Iteration 34Q (183184.320000 sec): 3 clusters
  Score: Raw -535361.582576 + Penalty 2842.992682 = -532518.589894
  nChanged 5
		SP:Iteration 35Q (183184.530000 sec): 3 clusters
  Score: Raw -535362.596535 + Penalty 2842.992682 = -532519.603853
  nChanged 6
		SP:Iteration 36Q (183184.690000 sec): 3 clusters
  Score: Raw -535363.293335 + Penalty 2842.992682 = -532520.300653
  nChanged 8
		SP:Iteration 37Q (183184.930000 sec): 3 clusters
  Score: Raw -535364.958750 + Penalty 2842.992682 = -532521.966068
  nChanged 9
		SP:Iteration 38Q (183185.130000 sec): 3 clusters
  Score: Raw -535366.851385 + Penalty 2842.992682 = -532523.858703
  nChanged 9
		SP:Iteration 39Q (183185.340000 sec): 3 clusters
  Score: Raw -535369.057310 + Penalty 2842.992682 = -532526.064628
  nChanged 15
		SP:Iteration 40F (183185.600000 sec): 3 clusters
  Score: Raw -535372.315309 + Penalty 2842.992682 = -532529.322627
  nChanged 13
		SP:Iteration 41Q (183185.810000 sec): 3 clusters
  Score: Raw -535374.920217 + Penalty 2842.992682 = -532531.927535
  nChanged 11
		SP:Iteration 42Q (183186.050000 sec): 3 clusters
  Score: Raw -535376.871854 + Penalty 2842.992682 = -532533.879172
  nChanged 13
		SP:Iteration 43Q (183186.240000 sec): 3 clusters
  Score: Raw -535379.053647 + Penalty 2842.992682 = -532536.060965
  nChanged 10
		SP:Iteration 44Q (183186.420000 sec): 3 clusters
  Score: Raw -535380.897428 + Penalty 2842.992682 = -532537.904746
  nChanged 9
		SP:Iteration 45Q (183186.610000 sec): 3 clusters
  Score: Raw -535382.728019 + Penalty 2842.992682 = -532539.735337
  nChanged 11
		SP:Iteration 46Q (183186.800000 sec): 3 clusters
  Score: Raw -535384.344615 + Penalty 2842.992682 = -532541.351933
  nChanged 9
		SP:Iteration 47Q (183187.010000 sec): 3 clusters
  Score: Raw -535386.819659 + Penalty 2842.992682 = -532543.826977
  nChanged 14
		SP:Iteration 48Q (183187.260000 sec): 3 clusters
  Score: Raw -535390.373508 + Penalty 2842.992682 = -532547.380826
  nChanged 10
		SP:Iteration 49Q (183187.450000 sec): 3 clusters
  Score: Raw -535392.790337 + Penalty 2842.992682 = -532549.797655
  nChanged 15
		SP:Iteration 50Q (183187.630000 sec): 3 clusters
  Score: Raw -535398.384930 + Penalty 2842.992682 = -532555.392248
  nChanged 26
		SP:Iteration 51Q (183187.830000 sec): 3 clusters
  Score: Raw -535407.011006 + Penalty 2842.992682 = -532564.018324
  nChanged 28
		SP:Iteration 52Q (183188.030000 sec): 3 clusters
  Score: Raw -535418.297781 + Penalty 2842.992682 = -532575.305100
  nChanged 32
		SP:Iteration 53Q (183188.280000 sec): 3 clusters
  Score: Raw -535429.074883 + Penalty 2842.992682 = -532586.082201
  nChanged 37
		SP:Iteration 54Q (183188.490000 sec): 3 clusters
  Score: Raw -535444.960379 + Penalty 2842.992682 = -532601.967697
  nChanged 39
		SP:Iteration 55Q (183188.710000 sec): 3 clusters
  Score: Raw -535461.289305 + Penalty 2842.992682 = -532618.296623
  nChanged 43
		SP:Iteration 56Q (183188.880000 sec): 3 clusters
  Score: Raw -535480.850136 + Penalty 2842.992682 = -532637.857454
  nChanged 46
		SP:Iteration 57Q (183189.080000 sec): 3 clusters
  Score: Raw -535505.693137 + Penalty 2842.992682 = -532662.700455
  nChanged 57
		SP:Iteration 58Q (183189.260000 sec): 3 clusters
  Score: Raw -535543.480893 + Penalty 2842.992682 = -532700.488211
  nChanged 63
		SP:Iteration 59Q (183189.470000 sec): 3 clusters
  Score: Raw -535584.657624 + Penalty 2842.992682 = -532741.664942
  nChanged 63
		SP:Iteration 60F (183189.660000 sec): 3 clusters
  Score: Raw -535634.914607 + Penalty 2842.992682 = -532791.921926
  nChanged 62
		SP:Iteration 61Q (183189.860000 sec): 3 clusters
  Score: Raw -535683.575358 + Penalty 2842.992682 = -532840.582677
  nChanged 56
		SP:Iteration 62Q (183190.060000 sec): 3 clusters
  Score: Raw -535729.761750 + Penalty 2842.992682 = -532886.769068
  nChanged 46
		SP:Iteration 63Q (183190.270000 sec): 3 clusters
  Score: Raw -535758.465360 + Penalty 2842.992682 = -532915.472678
  nChanged 31
		SP:Iteration 64Q (183190.440000 sec): 3 clusters
  Score: Raw -535778.485921 + Penalty 2842.992682 = -532935.493239
  nChanged 31
		SP:Iteration 65Q (183190.610000 sec): 3 clusters
  Score: Raw -535795.119698 + Penalty 2842.992682 = -532952.127016
  nChanged 22
		SP:Iteration 66Q (183190.850000 sec): 3 clusters
  Score: Raw -535802.835662 + Penalty 2842.992682 = -532959.842980
  nChanged 12
		SP:Iteration 67Q (183191.040000 sec): 3 clusters
  Score: Raw -535807.570817 + Penalty 2842.992682 = -532964.578136
  nChanged 12
		SP:Iteration 68Q (183191.180000 sec): 3 clusters
  Score: Raw -535811.355922 + Penalty 2842.992682 = -532968.363240
  nChanged 7
		SP:Iteration 69Q (183191.380000 sec): 3 clusters
  Score: Raw -535814.054671 + Penalty 2842.992682 = -532971.061989
  nChanged 8
		SP:Iteration 70Q (183191.600000 sec): 3 clusters
  Score: Raw -535817.575888 + Penalty 2842.992682 = -532974.583206
  nChanged 6
		SP:Iteration 71Q (183191.780000 sec): 3 clusters
  Score: Raw -535819.248582 + Penalty 2842.992682 = -532976.255901
  nChanged 1
		SP:Iteration 72Q (183191.950000 sec): 3 clusters
  Score: Raw -535819.441816 + Penalty 2842.992682 = -532976.449134
  nChanged 4
		SP:Iteration 73Q (183192.120000 sec): 3 clusters
  Score: Raw -535820.251373 + Penalty 2842.992682 = -532977.258692
  nChanged 1
		SP:Iteration 74Q (183192.310000 sec): 3 clusters
  Score: Raw -535820.372652 + Penalty 2842.992682 = -532977.379971
  nChanged 1
		SP:Iteration 75Q (183192.510000 sec): 3 clusters
  Score: Raw -535821.033044 + Penalty 2842.992682 = -532978.040362
  nChanged 3
		SP:Iteration 76Q (183192.710000 sec): 3 clusters
  Score: Raw -535821.894828 + Penalty 2842.992682 = -532978.902146
  nChanged 0
		SP:Iteration 77F (183192.910000 sec): 3 clusters
  Score: Raw -535821.894828 + Penalty 2842.992682 = -532978.902146
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 45 (422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183193.050000 sec): 2 clusters
  Score: Raw -34308.946549 + Penalty 982.313364 = -33326.633186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183193.230000 sec): 3 clusters
  Score: Raw -34285.096474 + Penalty 1964.626727 = -32320.469747
  nChanged 77
		SP:Iteration 1F (183193.390000 sec): 3 clusters
  Score: Raw -34420.344225 + Penalty 1964.626727 = -32455.717498
  nChanged 27
		SP:Iteration 2F (183193.570000 sec): 3 clusters
  Score: Raw -34483.207691 + Penalty 1964.626727 = -32518.580964
  nChanged 11
		SP:Iteration 3Q (183193.770000 sec): 3 clusters
  Score: Raw -34501.533703 + Penalty 1964.626727 = -32536.906976
  nChanged 7
		SP:Iteration 4Q (183193.930000 sec): 3 clusters
  Score: Raw -34510.452080 + Penalty 1964.626727 = -32545.825353
  nChanged 4
		SP:Iteration 5Q (183194.160000 sec): 3 clusters
  Score: Raw -34520.838513 + Penalty 1964.626727 = -32556.211786
  nChanged 3
		SP:Iteration 6Q (183194.380000 sec): 3 clusters
  Score: Raw -34526.524389 + Penalty 1964.626727 = -32561.897662
  nChanged 3
		SP:Iteration 7Q (183194.620000 sec): 3 clusters
  Score: Raw -34531.221343 + Penalty 1964.626727 = -32566.594616
  nChanged 0
		SP:Iteration 8F (183194.800000 sec): 3 clusters
  Score: Raw -34531.221343 + Penalty 1964.626727 = -32566.594616
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 46 (4612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183194.900000 sec): 2 clusters
  Score: Raw -383018.456855 + Penalty 1370.917743 = -381647.539111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183195.070000 sec): 3 clusters
  Score: Raw -380718.552963 + Penalty 2741.835486 = -377976.717477
  nChanged 1843
		SP:Iteration 1F (183195.280000 sec): 3 clusters
  Score: Raw -381807.749163 + Penalty 2741.835486 = -379065.913676
  nChanged 339
		SP:Iteration 2F (183195.480000 sec): 3 clusters
  Score: Raw -382004.186773 + Penalty 2741.835486 = -379262.351287
  nChanged 232
		SP:Iteration 3F (183195.710000 sec): 3 clusters
  Score: Raw -382120.261691 + Penalty 2741.835486 = -379378.426205
  nChanged 184
		SP:Iteration 4Q (183195.970000 sec): 3 clusters
  Score: Raw -382200.946939 + Penalty 2741.835486 = -379459.111452
  nChanged 143
		SP:Iteration 5Q (183196.210000 sec): 3 clusters
  Score: Raw -382258.683664 + Penalty 2741.835486 = -379516.848177
  nChanged 114
		SP:Iteration 6Q (183196.430000 sec): 3 clusters
  Score: Raw -382308.559020 + Penalty 2741.835486 = -379566.723533
  nChanged 110
		SP:Iteration 7Q (183196.650000 sec): 3 clusters
  Score: Raw -382349.628328 + Penalty 2741.835486 = -379607.792841
  nChanged 102
		SP:Iteration 8Q (183196.830000 sec): 3 clusters
  Score: Raw -382390.200866 + Penalty 2741.835486 = -379648.365380
  nChanged 98
		SP:Iteration 9Q (183197.070000 sec): 3 clusters
  Score: Raw -382429.103102 + Penalty 2741.835486 = -379687.267616
  nChanged 106
		SP:Iteration 10Q (183197.270000 sec): 3 clusters
  Score: Raw -382481.480082 + Penalty 2741.835486 = -379739.644596
  nChanged 113
		SP:Iteration 11Q (183197.420000 sec): 3 clusters
  Score: Raw -382537.007936 + Penalty 2741.835486 = -379795.172449
  nChanged 96
		SP:Iteration 12Q (183197.650000 sec): 3 clusters
  Score: Raw -382574.894690 + Penalty 2741.835486 = -379833.059204
  nChanged 97
		SP:Iteration 13Q (183197.880000 sec): 3 clusters
  Score: Raw -382618.182257 + Penalty 2741.835486 = -379876.346771
  nChanged 96
		SP:Iteration 14Q (183198.100000 sec): 3 clusters
  Score: Raw -382659.344354 + Penalty 2741.835486 = -379917.508868
  nChanged 93
		SP:Iteration 15Q (183198.310000 sec): 3 clusters
  Score: Raw -382692.497870 + Penalty 2741.835486 = -379950.662383
  nChanged 77
		SP:Iteration 16Q (183198.520000 sec): 3 clusters
  Score: Raw -382724.076668 + Penalty 2741.835486 = -379982.241181
  nChanged 71
		SP:Iteration 17Q (183198.730000 sec): 3 clusters
  Score: Raw -382753.736578 + Penalty 2741.835486 = -380011.901092
  nChanged 77
		SP:Iteration 18Q (183198.960000 sec): 3 clusters
  Score: Raw -382785.962564 + Penalty 2741.835486 = -380044.127078
  nChanged 67
		SP:Iteration 19Q (183199.190000 sec): 3 clusters
  Score: Raw -382817.414566 + Penalty 2741.835486 = -380075.579080
  nChanged 55
		SP:Iteration 20F (183199.360000 sec): 3 clusters
  Score: Raw -382841.313918 + Penalty 2741.835486 = -380099.478432
  nChanged 50
		SP:Iteration 21Q (183199.600000 sec): 3 clusters
  Score: Raw -382859.558202 + Penalty 2741.835486 = -380117.722715
  nChanged 50
		SP:Iteration 22Q (183199.800000 sec): 3 clusters
  Score: Raw -382881.132623 + Penalty 2741.835486 = -380139.297137
  nChanged 43
		SP:Iteration 23Q (183200.010000 sec): 3 clusters
  Score: Raw -382896.300634 + Penalty 2741.835486 = -380154.465148
  nChanged 41
		SP:Iteration 24Q (183200.220000 sec): 3 clusters
  Score: Raw -382913.723255 + Penalty 2741.835486 = -380171.887768
  nChanged 39
		SP:Iteration 25Q (183200.440000 sec): 3 clusters
  Score: Raw -382929.628703 + Penalty 2741.835486 = -380187.793216
  nChanged 30
		SP:Iteration 26Q (183200.680000 sec): 3 clusters
  Score: Raw -382942.495512 + Penalty 2741.835486 = -380200.660026
  nChanged 31
		SP:Iteration 27Q (183200.910000 sec): 3 clusters
  Score: Raw -382954.751933 + Penalty 2741.835486 = -380212.916446
  nChanged 25
		SP:Iteration 28Q (183201.140000 sec): 3 clusters
  Score: Raw -382965.188576 + Penalty 2741.835486 = -380223.353089
  nChanged 37
		SP:Iteration 29Q (183201.350000 sec): 3 clusters
  Score: Raw -382979.368616 + Penalty 2741.835486 = -380237.533129
  nChanged 25
		SP:Iteration 30Q (183201.600000 sec): 3 clusters
  Score: Raw -382987.721435 + Penalty 2741.835486 = -380245.885948
  nChanged 27
		SP:Iteration 31Q (183201.810000 sec): 3 clusters
  Score: Raw -382999.197455 + Penalty 2741.835486 = -380257.361969
  nChanged 22
		SP:Iteration 32Q (183201.960000 sec): 3 clusters
  Score: Raw -383011.772882 + Penalty 2741.835486 = -380269.937395
  nChanged 27
		SP:Iteration 33Q (183202.160000 sec): 3 clusters
  Score: Raw -383023.542279 + Penalty 2741.835486 = -380281.706792
  nChanged 25
		SP:Iteration 34Q (183202.390000 sec): 3 clusters
  Score: Raw -383033.286781 + Penalty 2741.835486 = -380291.451295
  nChanged 20
		SP:Iteration 35Q (183202.620000 sec): 3 clusters
  Score: Raw -383040.332871 + Penalty 2741.835486 = -380298.497384
  nChanged 19
		SP:Iteration 36Q (183202.760000 sec): 3 clusters
  Score: Raw -383044.821167 + Penalty 2741.835486 = -380302.985680
  nChanged 12
		SP:Iteration 37Q (183202.930000 sec): 3 clusters
  Score: Raw -383049.154306 + Penalty 2741.835486 = -380307.318820
  nChanged 11
		SP:Iteration 38Q (183203.160000 sec): 3 clusters
  Score: Raw -383054.365011 + Penalty 2741.835486 = -380312.529524
  nChanged 17
		SP:Iteration 39Q (183203.320000 sec): 3 clusters
  Score: Raw -383060.583523 + Penalty 2741.835486 = -380318.748037
  nChanged 15
		SP:Iteration 40F (183203.520000 sec): 3 clusters
  Score: Raw -383065.707297 + Penalty 2741.835486 = -380323.871810
  nChanged 10
		SP:Iteration 41Q (183203.760000 sec): 3 clusters
  Score: Raw -383068.625369 + Penalty 2741.835486 = -380326.789883
  nChanged 9
		SP:Iteration 42Q (183203.940000 sec): 3 clusters
  Score: Raw -383071.963165 + Penalty 2741.835486 = -380330.127678
  nChanged 6
		SP:Iteration 43Q (183204.180000 sec): 3 clusters
  Score: Raw -383074.109229 + Penalty 2741.835486 = -380332.273742
  nChanged 5
		SP:Iteration 44Q (183204.400000 sec): 3 clusters
  Score: Raw -383075.927127 + Penalty 2741.835486 = -380334.091640
  nChanged 7
		SP:Iteration 45Q (183204.620000 sec): 3 clusters
  Score: Raw -383078.210209 + Penalty 2741.835486 = -380336.374722
  nChanged 8
		SP:Iteration 46Q (183204.830000 sec): 3 clusters
  Score: Raw -383081.391910 + Penalty 2741.835486 = -380339.556423
  nChanged 9
		SP:Iteration 47Q (183205.030000 sec): 3 clusters
  Score: Raw -383084.409084 + Penalty 2741.835486 = -380342.573598
  nChanged 9
		SP:Iteration 48Q (183205.260000 sec): 3 clusters
  Score: Raw -383086.886609 + Penalty 2741.835486 = -380345.051123
  nChanged 5
		SP:Iteration 49Q (183205.440000 sec): 3 clusters
  Score: Raw -383088.084150 + Penalty 2741.835486 = -380346.248664
  nChanged 4
		SP:Iteration 50Q (183205.700000 sec): 3 clusters
  Score: Raw -383089.149061 + Penalty 2741.835486 = -380347.313575
  nChanged 3
		SP:Iteration 51Q (183205.920000 sec): 3 clusters
  Score: Raw -383089.737442 + Penalty 2741.835486 = -380347.901956
  nChanged 4
		SP:Iteration 52Q (183206.130000 sec): 3 clusters
  Score: Raw -383090.266060 + Penalty 2741.835486 = -380348.430574
  nChanged 4
		SP:Iteration 53Q (183206.360000 sec): 3 clusters
  Score: Raw -383091.564672 + Penalty 2741.835486 = -380349.729185
  nChanged 5
		SP:Iteration 54Q (183206.570000 sec): 3 clusters
  Score: Raw -383093.542536 + Penalty 2741.835486 = -380351.707050
  nChanged 9
		SP:Iteration 55Q (183206.780000 sec): 3 clusters
  Score: Raw -383096.073679 + Penalty 2741.835486 = -380354.238192
  nChanged 5
		SP:Iteration 56Q (183206.990000 sec): 3 clusters
  Score: Raw -383098.452496 + Penalty 2741.835486 = -380356.617010
  nChanged 6
		SP:Iteration 57Q (183207.170000 sec): 3 clusters
  Score: Raw -383100.953210 + Penalty 2741.835486 = -380359.117723
  nChanged 12
		SP:Iteration 58Q (183207.390000 sec): 3 clusters
  Score: Raw -383106.397757 + Penalty 2741.835486 = -380364.562271
  nChanged 12
		SP:Iteration 59Q (183207.590000 sec): 3 clusters
  Score: Raw -383109.877102 + Penalty 2741.835486 = -380368.041615
  nChanged 13
		SP:Iteration 60F (183207.740000 sec): 3 clusters
  Score: Raw -383113.309161 + Penalty 2741.835486 = -380371.473674
  nChanged 8
		SP:Iteration 61Q (183207.920000 sec): 3 clusters
  Score: Raw -383115.737507 + Penalty 2741.835486 = -380373.902021
  nChanged 12
		SP:Iteration 62Q (183208.100000 sec): 3 clusters
  Score: Raw -383120.034556 + Penalty 2741.835486 = -380378.199070
  nChanged 10
		SP:Iteration 63Q (183208.340000 sec): 3 clusters
  Score: Raw -383123.335180 + Penalty 2741.835486 = -380381.499694
  nChanged 15
		SP:Iteration 64Q (183208.480000 sec): 3 clusters
  Score: Raw -383127.797602 + Penalty 2741.835486 = -380385.962115
  nChanged 8
		SP:Iteration 65Q (183208.700000 sec): 3 clusters
  Score: Raw -383130.208505 + Penalty 2741.835486 = -380388.373019
  nChanged 8
		SP:Iteration 66Q (183208.880000 sec): 3 clusters
  Score: Raw -383133.394750 + Penalty 2741.835486 = -380391.559264
  nChanged 11
		SP:Iteration 67Q (183209.090000 sec): 3 clusters
  Score: Raw -383137.825370 + Penalty 2741.835486 = -380395.989884
  nChanged 7
		SP:Iteration 68Q (183209.290000 sec): 3 clusters
  Score: Raw -383140.087798 + Penalty 2741.835486 = -380398.252312
  nChanged 7
		SP:Iteration 69Q (183209.480000 sec): 3 clusters
  Score: Raw -383142.291330 + Penalty 2741.835486 = -380400.455843
  nChanged 2
		SP:Iteration 70Q (183209.700000 sec): 3 clusters
  Score: Raw -383142.744325 + Penalty 2741.835486 = -380400.908838
  nChanged 2
		SP:Iteration 71Q (183209.860000 sec): 3 clusters
  Score: Raw -383143.337570 + Penalty 2741.835486 = -380401.502083
  nChanged 4
		SP:Iteration 72Q (183210.060000 sec): 3 clusters
  Score: Raw -383145.195868 + Penalty 2741.835486 = -380403.360382
  nChanged 3
		SP:Iteration 73Q (183210.320000 sec): 3 clusters
  Score: Raw -383146.109177 + Penalty 2741.835486 = -380404.273690
  nChanged 4
		SP:Iteration 74Q (183210.520000 sec): 3 clusters
  Score: Raw -383147.760988 + Penalty 2741.835486 = -380405.925501
  nChanged 5
		SP:Iteration 75Q (183210.720000 sec): 3 clusters
  Score: Raw -383149.558888 + Penalty 2741.835486 = -380407.723402
  nChanged 7
		SP:Iteration 76Q (183210.920000 sec): 3 clusters
  Score: Raw -383152.078206 + Penalty 2741.835486 = -380410.242719
  nChanged 7
		SP:Iteration 77Q (183211.090000 sec): 3 clusters
  Score: Raw -383155.349040 + Penalty 2741.835486 = -380413.513554
  nChanged 13
		SP:Iteration 78Q (183211.310000 sec): 3 clusters
  Score: Raw -383160.949952 + Penalty 2741.835486 = -380419.114465
  nChanged 14
		SP:Iteration 79Q (183211.510000 sec): 3 clusters
  Score: Raw -383166.075796 + Penalty 2741.835486 = -380424.240309
  nChanged 11
		SP:Iteration 80F (183211.710000 sec): 3 clusters
  Score: Raw -383170.755305 + Penalty 2741.835486 = -380428.919819
  nChanged 11
		SP:Iteration 81Q (183211.900000 sec): 3 clusters
  Score: Raw -383176.327576 + Penalty 2741.835486 = -380434.492089
  nChanged 11
		SP:Iteration 82Q (183212.110000 sec): 3 clusters
  Score: Raw -383179.855262 + Penalty 2741.835486 = -380438.019775
  nChanged 3
		SP:Iteration 83Q (183212.310000 sec): 3 clusters
  Score: Raw -383180.458003 + Penalty 2741.835486 = -380438.622516
  nChanged 1
		SP:Iteration 84Q (183212.490000 sec): 3 clusters
  Score: Raw -383180.703826 + Penalty 2741.835486 = -380438.868340
  nChanged 1
		SP:Iteration 85Q (183212.700000 sec): 3 clusters
  Score: Raw -383180.911726 + Penalty 2741.835486 = -380439.076239
  nChanged 0
		SP:Iteration 86F (183212.920000 sec): 3 clusters
  Score: Raw -383180.911726 + Penalty 2741.835486 = -380439.076239
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 47 (3584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183212.980000 sec): 2 clusters
  Score: Raw -286803.288570 + Penalty 1329.938151 = -285473.350419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183213.160000 sec): 3 clusters
  Score: Raw -285051.996063 + Penalty 2659.876302 = -282392.119761
  nChanged 1390
		SP:Iteration 1F (183213.350000 sec): 3 clusters
  Score: Raw -285905.333069 + Penalty 2659.876302 = -283245.456768
  nChanged 357
		SP:Iteration 2F (183213.490000 sec): 3 clusters
  Score: Raw -286280.623871 + Penalty 2659.876302 = -283620.747569
  nChanged 332
		SP:Iteration 3F (183213.700000 sec): 3 clusters
  Score: Raw -286639.202421 + Penalty 2659.876302 = -283979.326119
  nChanged 286
		SP:Iteration 4F (183213.860000 sec): 3 clusters
  Score: Raw -286865.239006 + Penalty 2659.876302 = -284205.362704
  nChanged 185
		SP:Iteration 5F (183214.010000 sec): 3 clusters
  Score: Raw -287002.570598 + Penalty 2659.876302 = -284342.694297
  nChanged 149
		SP:Iteration 6Q (183214.200000 sec): 3 clusters
  Score: Raw -287103.378199 + Penalty 2659.876302 = -284443.501897
  nChanged 100
		SP:Iteration 7Q (183214.350000 sec): 3 clusters
  Score: Raw -287160.378118 + Penalty 2659.876302 = -284500.501817
  nChanged 65
		SP:Iteration 8Q (183214.600000 sec): 3 clusters
  Score: Raw -287191.518045 + Penalty 2659.876302 = -284531.641744
  nChanged 44
		SP:Iteration 9Q (183214.740000 sec): 3 clusters
  Score: Raw -287213.482853 + Penalty 2659.876302 = -284553.606552
  nChanged 40
		SP:Iteration 10Q (183214.940000 sec): 3 clusters
  Score: Raw -287229.730041 + Penalty 2659.876302 = -284569.853740
  nChanged 28
		SP:Iteration 11Q (183215.160000 sec): 3 clusters
  Score: Raw -287240.423285 + Penalty 2659.876302 = -284580.546984
  nChanged 16
		SP:Iteration 12Q (183215.390000 sec): 3 clusters
  Score: Raw -287246.903111 + Penalty 2659.876302 = -284587.026809
  nChanged 17
		SP:Iteration 13Q (183215.560000 sec): 3 clusters
  Score: Raw -287254.953791 + Penalty 2659.876302 = -284595.077490
  nChanged 20
		SP:Iteration 14Q (183215.780000 sec): 3 clusters
  Score: Raw -287263.454142 + Penalty 2659.876302 = -284603.577841
  nChanged 14
		SP:Iteration 15Q (183216.000000 sec): 3 clusters
  Score: Raw -287269.796581 + Penalty 2659.876302 = -284609.920279
  nChanged 19
		SP:Iteration 16Q (183216.170000 sec): 3 clusters
  Score: Raw -287276.683288 + Penalty 2659.876302 = -284616.806986
  nChanged 12
		SP:Iteration 17Q (183216.340000 sec): 3 clusters
  Score: Raw -287281.222424 + Penalty 2659.876302 = -284621.346122
  nChanged 6
		SP:Iteration 18Q (183216.540000 sec): 3 clusters
  Score: Raw -287284.039606 + Penalty 2659.876302 = -284624.163305
  nChanged 5
		SP:Iteration 19Q (183216.750000 sec): 3 clusters
  Score: Raw -287285.957371 + Penalty 2659.876302 = -284626.081070
  nChanged 4
		SP:Iteration 20F (183216.930000 sec): 3 clusters
  Score: Raw -287287.493343 + Penalty 2659.876302 = -284627.617041
  nChanged 4
		SP:Iteration 21Q (183217.100000 sec): 3 clusters
  Score: Raw -287288.600239 + Penalty 2659.876302 = -284628.723937
  nChanged 2
		SP:Iteration 22Q (183217.250000 sec): 3 clusters
  Score: Raw -287289.169071 + Penalty 2659.876302 = -284629.292769
  nChanged 2
		SP:Iteration 23Q (183217.410000 sec): 3 clusters
  Score: Raw -287289.956723 + Penalty 2659.876302 = -284630.080422
  nChanged 4
		SP:Iteration 24Q (183217.630000 sec): 3 clusters
  Score: Raw -287291.749534 + Penalty 2659.876302 = -284631.873232
  nChanged 5
		SP:Iteration 25Q (183217.830000 sec): 3 clusters
  Score: Raw -287293.563948 + Penalty 2659.876302 = -284633.687647
  nChanged 2
		SP:Iteration 26Q (183217.980000 sec): 3 clusters
  Score: Raw -287294.660453 + Penalty 2659.876302 = -284634.784152
  nChanged 3
		SP:Iteration 27Q (183218.250000 sec): 3 clusters
  Score: Raw -287296.348055 + Penalty 2659.876302 = -284636.471753
  nChanged 2
		SP:Iteration 28Q (183218.400000 sec): 3 clusters
  Score: Raw -287297.397034 + Penalty 2659.876302 = -284637.520733
  nChanged 4
		SP:Iteration 29Q (183218.580000 sec): 3 clusters
  Score: Raw -287298.774078 + Penalty 2659.876302 = -284638.897776
  nChanged 2
		SP:Iteration 30Q (183218.790000 sec): 3 clusters
  Score: Raw -287299.810668 + Penalty 2659.876302 = -284639.934366
  nChanged 3
		SP:Iteration 31Q (183218.980000 sec): 3 clusters
  Score: Raw -287301.198688 + Penalty 2659.876302 = -284641.322386
  nChanged 4
		SP:Iteration 32Q (183219.190000 sec): 3 clusters
  Score: Raw -287302.637351 + Penalty 2659.876302 = -284642.761050
  nChanged 4
		SP:Iteration 33Q (183219.360000 sec): 3 clusters
  Score: Raw -287303.723673 + Penalty 2659.876302 = -284643.847372
  nChanged 5
		SP:Iteration 34Q (183219.600000 sec): 3 clusters
  Score: Raw -287305.694334 + Penalty 2659.876302 = -284645.818032
  nChanged 5
		SP:Iteration 35Q (183219.840000 sec): 3 clusters
  Score: Raw -287307.797878 + Penalty 2659.876302 = -284647.921576
  nChanged 6
		SP:Iteration 36Q (183220.090000 sec): 3 clusters
  Score: Raw -287309.553605 + Penalty 2659.876302 = -284649.677303
  nChanged 3
		SP:Iteration 37Q (183220.270000 sec): 3 clusters
  Score: Raw -287310.287046 + Penalty 2659.876302 = -284650.410744
  nChanged 2
		SP:Iteration 38Q (183220.440000 sec): 3 clusters
  Score: Raw -287310.605803 + Penalty 2659.876302 = -284650.729501
  nChanged 0
		SP:Iteration 39F (183220.600000 sec): 3 clusters
  Score: Raw -287310.605803 + Penalty 2659.876302 = -284650.729501
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 48 (14905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183220.790000 sec): 2 clusters
  Score: Raw -1320422.135014 + Penalty 1561.535951 = -1318860.599063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183221.020000 sec): 3 clusters
  Score: Raw -1311554.641300 + Penalty 3123.071902 = -1308431.569398
  nChanged 6665
		SP:Iteration 1F (183221.250000 sec): 3 clusters
  Score: Raw -1315205.587527 + Penalty 3123.071902 = -1312082.515625
  nChanged 933
		SP:Iteration 2F (183221.540000 sec): 3 clusters
  Score: Raw -1315673.460329 + Penalty 3123.071902 = -1312550.388427
  nChanged 897
		SP:Iteration 3F (183221.790000 sec): 3 clusters
  Score: Raw -1316226.840020 + Penalty 3123.071902 = -1313103.768118
  nChanged 969
		SP:Iteration 4F (183222.080000 sec): 3 clusters
  Score: Raw -1316879.841925 + Penalty 3123.071902 = -1313756.770023
  nChanged 972
		SP:Iteration 5F (183222.300000 sec): 3 clusters
  Score: Raw -1317540.904946 + Penalty 3123.071902 = -1314417.833044
  nChanged 905
		SP:Iteration 6F (183222.560000 sec): 3 clusters
  Score: Raw -1318141.515592 + Penalty 3123.071902 = -1315018.443690
  nChanged 817
		SP:Iteration 7F (183222.820000 sec): 3 clusters
  Score: Raw -1318699.477251 + Penalty 3123.071902 = -1315576.405349
  nChanged 748
		SP:Iteration 8F (183223.080000 sec): 3 clusters
  Score: Raw -1319283.900973 + Penalty 3123.071902 = -1316160.829071
  nChanged 622
		SP:Iteration 9Q (183223.360000 sec): 3 clusters
  Score: Raw -1319845.425207 + Penalty 3123.071902 = -1316722.353305
  nChanged 502
		SP:Iteration 10Q (183223.600000 sec): 3 clusters
  Score: Raw -1320233.067588 + Penalty 3123.071902 = -1317109.995686
  nChanged 355
		SP:Iteration 11Q (183223.830000 sec): 3 clusters
  Score: Raw -1320457.502237 + Penalty 3123.071902 = -1317334.430335
  nChanged 271
		SP:Iteration 12Q (183224.120000 sec): 3 clusters
  Score: Raw -1320608.323998 + Penalty 3123.071902 = -1317485.252096
  nChanged 217
		SP:Iteration 13Q (183224.340000 sec): 3 clusters
  Score: Raw -1320711.022897 + Penalty 3123.071902 = -1317587.950995
  nChanged 165
		SP:Iteration 14Q (183224.600000 sec): 3 clusters
  Score: Raw -1320784.797202 + Penalty 3123.071902 = -1317661.725300
  nChanged 136
		SP:Iteration 15Q (183224.840000 sec): 3 clusters
  Score: Raw -1320841.575004 + Penalty 3123.071902 = -1317718.503102
  nChanged 112
		SP:Iteration 16Q (183225.090000 sec): 3 clusters
  Score: Raw -1320890.175979 + Penalty 3123.071902 = -1317767.104077
  nChanged 107
		SP:Iteration 17Q (183225.350000 sec): 3 clusters
  Score: Raw -1320931.900045 + Penalty 3123.071902 = -1317808.828143
  nChanged 93
		SP:Iteration 18Q (183225.600000 sec): 3 clusters
  Score: Raw -1320977.097454 + Penalty 3123.071902 = -1317854.025552
  nChanged 107
		SP:Iteration 19Q (183225.890000 sec): 3 clusters
  Score: Raw -1321029.629745 + Penalty 3123.071902 = -1317906.557843
  nChanged 108
		SP:Iteration 20F (183226.190000 sec): 3 clusters
  Score: Raw -1321083.640754 + Penalty 3123.071902 = -1317960.568852
  nChanged 104
		SP:Iteration 21Q (183226.450000 sec): 3 clusters
  Score: Raw -1321129.062522 + Penalty 3123.071902 = -1318005.990620
  nChanged 89
		SP:Iteration 22Q (183226.710000 sec): 3 clusters
  Score: Raw -1321169.764989 + Penalty 3123.071902 = -1318046.693087
  nChanged 81
		SP:Iteration 23Q (183226.940000 sec): 3 clusters
  Score: Raw -1321206.782934 + Penalty 3123.071902 = -1318083.711032
  nChanged 58
		SP:Iteration 24Q (183227.230000 sec): 3 clusters
  Score: Raw -1321232.979878 + Penalty 3123.071902 = -1318109.907976
  nChanged 48
		SP:Iteration 25Q (183227.530000 sec): 3 clusters
  Score: Raw -1321250.133371 + Penalty 3123.071902 = -1318127.061469
  nChanged 34
		SP:Iteration 26Q (183227.810000 sec): 3 clusters
  Score: Raw -1321260.681978 + Penalty 3123.071902 = -1318137.610077
  nChanged 24
		SP:Iteration 27Q (183228.080000 sec): 3 clusters
  Score: Raw -1321269.724883 + Penalty 3123.071902 = -1318146.652981
  nChanged 22
		SP:Iteration 28Q (183228.300000 sec): 3 clusters
  Score: Raw -1321276.005328 + Penalty 3123.071902 = -1318152.933426
  nChanged 24
		SP:Iteration 29Q (183228.570000 sec): 3 clusters
  Score: Raw -1321283.016769 + Penalty 3123.071902 = -1318159.944867
  nChanged 15
		SP:Iteration 30Q (183228.840000 sec): 3 clusters
  Score: Raw -1321287.752393 + Penalty 3123.071902 = -1318164.680491
  nChanged 15
		SP:Iteration 31Q (183229.060000 sec): 3 clusters
  Score: Raw -1321291.606041 + Penalty 3123.071902 = -1318168.534139
  nChanged 13
		SP:Iteration 32Q (183229.320000 sec): 3 clusters
  Score: Raw -1321295.020030 + Penalty 3123.071902 = -1318171.948129
  nChanged 10
		SP:Iteration 33Q (183229.540000 sec): 3 clusters
  Score: Raw -1321296.974939 + Penalty 3123.071902 = -1318173.903037
  nChanged 5
		SP:Iteration 34Q (183229.810000 sec): 3 clusters
  Score: Raw -1321298.422282 + Penalty 3123.071902 = -1318175.350380
  nChanged 10
		SP:Iteration 35Q (183230.030000 sec): 3 clusters
  Score: Raw -1321300.833355 + Penalty 3123.071902 = -1318177.761453
  nChanged 10
		SP:Iteration 36Q (183230.270000 sec): 3 clusters
  Score: Raw -1321303.006335 + Penalty 3123.071902 = -1318179.934433
  nChanged 9
		SP:Iteration 37Q (183230.540000 sec): 3 clusters
  Score: Raw -1321304.438239 + Penalty 3123.071902 = -1318181.366337
  nChanged 6
		SP:Iteration 38Q (183230.790000 sec): 3 clusters
  Score: Raw -1321306.248483 + Penalty 3123.071902 = -1318183.176581
  nChanged 5
		SP:Iteration 39Q (183231.030000 sec): 3 clusters
  Score: Raw -1321308.398317 + Penalty 3123.071902 = -1318185.326415
  nChanged 11
		SP:Iteration 40F (183231.310000 sec): 3 clusters
  Score: Raw -1321313.485192 + Penalty 3123.071902 = -1318190.413290
  nChanged 14
		SP:Iteration 41Q (183231.520000 sec): 3 clusters
  Score: Raw -1321317.629452 + Penalty 3123.071902 = -1318194.557550
  nChanged 8
		SP:Iteration 42Q (183231.760000 sec): 3 clusters
  Score: Raw -1321319.204002 + Penalty 3123.071902 = -1318196.132100
  nChanged 4
		SP:Iteration 43Q (183231.990000 sec): 3 clusters
  Score: Raw -1321319.826258 + Penalty 3123.071902 = -1318196.754356
  nChanged 4
		SP:Iteration 44Q (183232.220000 sec): 3 clusters
  Score: Raw -1321320.992728 + Penalty 3123.071902 = -1318197.920826
  nChanged 3
		SP:Iteration 45Q (183232.430000 sec): 3 clusters
  Score: Raw -1321321.564284 + Penalty 3123.071902 = -1318198.492382
  nChanged 4
		SP:Iteration 46Q (183232.680000 sec): 3 clusters
  Score: Raw -1321322.721460 + Penalty 3123.071902 = -1318199.649558
  nChanged 2
		SP:Iteration 47Q (183232.940000 sec): 3 clusters
  Score: Raw -1321323.006654 + Penalty 3123.071902 = -1318199.934752
  nChanged 1
		SP:Iteration 48Q (183233.170000 sec): 3 clusters
  Score: Raw -1321323.227954 + Penalty 3123.071902 = -1318200.156052
  nChanged 2
		SP:Iteration 49Q (183233.430000 sec): 3 clusters
  Score: Raw -1321323.784524 + Penalty 3123.071902 = -1318200.712622
  nChanged 4
		SP:Iteration 50Q (183233.690000 sec): 3 clusters
  Score: Raw -1321324.888835 + Penalty 3123.071902 = -1318201.816933
  nChanged 5
		SP:Iteration 51Q (183233.930000 sec): 3 clusters
  Score: Raw -1321326.039602 + Penalty 3123.071902 = -1318202.967700
  nChanged 3
		SP:Iteration 52Q (183234.170000 sec): 3 clusters
  Score: Raw -1321326.709544 + Penalty 3123.071902 = -1318203.637642
  nChanged 1
		SP:Iteration 53Q (183234.420000 sec): 3 clusters
  Score: Raw -1321326.856955 + Penalty 3123.071902 = -1318203.785053
  nChanged 0
		SP:Iteration 54F (183234.720000 sec): 3 clusters
  Score: Raw -1321326.856955 + Penalty 3123.071902 = -1318203.785053
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 49 (340854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183236.290000 sec): 2 clusters
  Score: Raw -29595712.333645 + Penalty 2070.121546 = -29593642.212099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183238.040000 sec): 3 clusters
  Score: Raw -29367604.386702 + Penalty 4140.243091 = -29363464.143611
  nChanged 166392
		SP:Iteration 1F (183239.810000 sec): 3 clusters
  Score: Raw -29467454.941581 + Penalty 4140.243091 = -29463314.698490
  nChanged 9076
		SP:Iteration 2Q (183241.790000 sec): 3 clusters
  Score: Raw -29469349.339791 + Penalty 4140.243091 = -29465209.096700
  nChanged 10197
		SP:Iteration 3Q (183243.550000 sec): 3 clusters
  Score: Raw -29471815.404983 + Penalty 4140.243091 = -29467675.161892
  nChanged 11432
		SP:Iteration 4Q (183245.070000 sec): 3 clusters
  Score: Raw -29475049.990898 + Penalty 4140.243091 = -29470909.747806
  nChanged 12854
		SP:Iteration 5Q (183246.670000 sec): 3 clusters
  Score: Raw -29479467.993874 + Penalty 4140.243091 = -29475327.750783
  nChanged 14824
		SP:Iteration 6Q (183248.210000 sec): 3 clusters
  Score: Raw -29485497.585700 + Penalty 4140.243091 = -29481357.342608
  nChanged 16810
		SP:Iteration 7Q (183249.670000 sec): 3 clusters
  Score: Raw -29493377.472199 + Penalty 4140.243091 = -29489237.229108
  nChanged 17890
		SP:Iteration 8F (183251.090000 sec): 3 clusters
  Score: Raw -29502502.094731 + Penalty 4140.243091 = -29498361.851639
  nChanged 18063
		SP:Iteration 9F (183252.570000 sec): 3 clusters
  Score: Raw -29512158.093281 + Penalty 4140.243091 = -29508017.850190
  nChanged 17588
		SP:Iteration 10F (183254.120000 sec): 3 clusters
  Score: Raw -29521937.444698 + Penalty 4140.243091 = -29517797.201607
  nChanged 16475
		SP:Iteration 11Q (183255.900000 sec): 3 clusters
  Score: Raw -29530586.422754 + Penalty 4140.243091 = -29526446.179663
  nChanged 13814
		SP:Iteration 12Q (183257.700000 sec): 3 clusters
  Score: Raw -29536391.442847 + Penalty 4140.243091 = -29532251.199756
  nChanged 10107
		SP:Iteration 13Q (183259.380000 sec): 3 clusters
  Score: Raw -29539270.602147 + Penalty 4140.243091 = -29535130.359056
  nChanged 6350
		SP:Iteration 14Q (183261.080000 sec): 3 clusters
  Score: Raw -29540424.536337 + Penalty 4140.243091 = -29536284.293246
  nChanged 3885
		SP:Iteration 15Q (183262.740000 sec): 3 clusters
  Score: Raw -29540936.868255 + Penalty 4140.243091 = -29536796.625164
  nChanged 2554
		SP:Iteration 16Q (183264.430000 sec): 3 clusters
  Score: Raw -29541246.851468 + Penalty 4140.243091 = -29537106.608376
  nChanged 2148
		SP:Iteration 17Q (183265.970000 sec): 3 clusters
  Score: Raw -29541512.647513 + Penalty 4140.243091 = -29537372.404422
  nChanged 2097
		SP:Iteration 18Q (183267.580000 sec): 3 clusters
  Score: Raw -29541766.887425 + Penalty 4140.243091 = -29537626.644334
  nChanged 2138
		SP:Iteration 19Q (183269.330000 sec): 3 clusters
  Score: Raw -29542040.736339 + Penalty 4140.243091 = -29537900.493247
  nChanged 2335
		SP:Iteration 20F (183270.860000 sec): 3 clusters
  Score: Raw -29542363.808837 + Penalty 4140.243091 = -29538223.565746
  nChanged 2514
		SP:Iteration 21Q (183272.610000 sec): 3 clusters
  Score: Raw -29542750.129092 + Penalty 4140.243091 = -29538609.886000
  nChanged 2779
		SP:Iteration 22Q (183274.440000 sec): 3 clusters
  Score: Raw -29543209.869881 + Penalty 4140.243091 = -29539069.626790
  nChanged 2966
		SP:Iteration 23Q (183276.300000 sec): 3 clusters
  Score: Raw -29543717.471912 + Penalty 4140.243091 = -29539577.228820
  nChanged 3110
		SP:Iteration 24Q (183278.020000 sec): 3 clusters
  Score: Raw -29544300.640266 + Penalty 4140.243091 = -29540160.397175
  nChanged 3450
		SP:Iteration 25Q (183279.850000 sec): 3 clusters
  Score: Raw -29545003.533392 + Penalty 4140.243091 = -29540863.290300
  nChanged 3737
		SP:Iteration 26Q (183281.740000 sec): 3 clusters
  Score: Raw -29545816.261385 + Penalty 4140.243091 = -29541676.018294
  nChanged 4028
		SP:Iteration 27Q (183283.490000 sec): 3 clusters
  Score: Raw -29546775.709807 + Penalty 4140.243091 = -29542635.466715
  nChanged 4430
		SP:Iteration 28Q (183285.270000 sec): 3 clusters
  Score: Raw -29547903.394631 + Penalty 4140.243091 = -29543763.151540
  nChanged 4715
		SP:Iteration 29Q (183286.900000 sec): 3 clusters
  Score: Raw -29549203.263215 + Penalty 4140.243091 = -29545063.020123
  nChanged 5288
		SP:Iteration 30Q (183288.490000 sec): 3 clusters
  Score: Raw -29550816.311636 + Penalty 4140.243091 = -29546676.068545
  nChanged 5662
		SP:Iteration 31Q (183290.110000 sec): 3 clusters
  Score: Raw -29552663.184212 + Penalty 4140.243091 = -29548522.941121
  nChanged 5883
		SP:Iteration 32Q (183291.800000 sec): 3 clusters
  Score: Raw -29554745.801552 + Penalty 4140.243091 = -29550605.558460
  nChanged 6224
		SP:Iteration 33Q (183293.510000 sec): 3 clusters
  Score: Raw -29557146.287527 + Penalty 4140.243091 = -29553006.044435
  nChanged 6449
		SP:Iteration 34Q (183295.140000 sec): 3 clusters
  Score: Raw -29559774.179228 + Penalty 4140.243091 = -29555633.936137
  nChanged 6479
		SP:Iteration 35Q (183296.870000 sec): 3 clusters
  Score: Raw -29562441.730778 + Penalty 4140.243091 = -29558301.487686
  nChanged 6208
		SP:Iteration 36Q (183298.530000 sec): 3 clusters
  Score: Raw -29564930.391837 + Penalty 4140.243091 = -29560790.148745
  nChanged 5960
		SP:Iteration 37Q (183300.160000 sec): 3 clusters
  Score: Raw -29567224.094130 + Penalty 4140.243091 = -29563083.851039
  nChanged 5734
		SP:Iteration 38Q (183301.770000 sec): 3 clusters
  Score: Raw -29569373.949994 + Penalty 4140.243091 = -29565233.706902
  nChanged 5493
		SP:Iteration 39Q (183303.480000 sec): 3 clusters
  Score: Raw -29571326.609961 + Penalty 4140.243091 = -29567186.366870
  nChanged 5149
		SP:Iteration 40F (183305.090000 sec): 3 clusters
  Score: Raw -29573247.290311 + Penalty 4140.243091 = -29569107.047220
  nChanged 5009
		SP:Iteration 41Q (183306.880000 sec): 3 clusters
  Score: Raw -29575005.167080 + Penalty 4140.243091 = -29570864.923988
  nChanged 4840
		SP:Iteration 42Q (183308.510000 sec): 3 clusters
  Score: Raw -29576657.971698 + Penalty 4140.243091 = -29572517.728607
  nChanged 4628
		SP:Iteration 43Q (183310.010000 sec): 3 clusters
  Score: Raw -29578221.466087 + Penalty 4140.243091 = -29574081.222996
  nChanged 4353
		SP:Iteration 44Q (183311.550000 sec): 3 clusters
  Score: Raw -29579662.574045 + Penalty 4140.243091 = -29575522.330953
  nChanged 4021
		SP:Iteration 45Q (183312.950000 sec): 3 clusters
  Score: Raw -29580963.712498 + Penalty 4140.243091 = -29576823.469407
  nChanged 3834
		SP:Iteration 46Q (183314.450000 sec): 3 clusters
  Score: Raw -29582196.892477 + Penalty 4140.243091 = -29578056.649386
  nChanged 3564
		SP:Iteration 47Q (183315.850000 sec): 3 clusters
  Score: Raw -29583334.021051 + Penalty 4140.243091 = -29579193.777959
  nChanged 3401
		SP:Iteration 48Q (183317.260000 sec): 3 clusters
  Score: Raw -29584419.548891 + Penalty 4140.243091 = -29580279.305799
  nChanged 3211
		SP:Iteration 49Q (183318.730000 sec): 3 clusters
  Score: Raw -29585438.102939 + Penalty 4140.243091 = -29581297.859848
  nChanged 2941
		SP:Iteration 50Q (183320.230000 sec): 3 clusters
  Score: Raw -29586356.038400 + Penalty 4140.243091 = -29582215.795309
  nChanged 2647
		SP:Iteration 51Q (183321.690000 sec): 3 clusters
  Score: Raw -29587157.147923 + Penalty 4140.243091 = -29583016.904831
  nChanged 2407
		SP:Iteration 52Q (183323.270000 sec): 3 clusters
  Score: Raw -29587874.404562 + Penalty 4140.243091 = -29583734.161471
  nChanged 2290
		SP:Iteration 53Q (183324.650000 sec): 3 clusters
  Score: Raw -29588569.044696 + Penalty 4140.243091 = -29584428.801605
  nChanged 2111
		SP:Iteration 54Q (183326.040000 sec): 3 clusters
  Score: Raw -29589207.624104 + Penalty 4140.243091 = -29585067.381013
  nChanged 2004
		SP:Iteration 55Q (183327.520000 sec): 3 clusters
  Score: Raw -29589806.369318 + Penalty 4140.243091 = -29585666.126227
  nChanged 1849
		SP:Iteration 56Q (183328.920000 sec): 3 clusters
  Score: Raw -29590353.928835 + Penalty 4140.243091 = -29586213.685743
  nChanged 1675
		SP:Iteration 57Q (183330.460000 sec): 3 clusters
  Score: Raw -29590847.661236 + Penalty 4140.243091 = -29586707.418145
  nChanged 1551
		SP:Iteration 58Q (183331.950000 sec): 3 clusters
  Score: Raw -29591304.356411 + Penalty 4140.243091 = -29587164.113320
  nChanged 1450
		SP:Iteration 59Q (183333.290000 sec): 3 clusters
  Score: Raw -29591727.834985 + Penalty 4140.243091 = -29587587.591893
  nChanged 1341
		SP:Iteration 60F (183334.810000 sec): 3 clusters
  Score: Raw -29592121.462007 + Penalty 4140.243091 = -29587981.218916
  nChanged 1239
		SP:Iteration 61Q (183336.220000 sec): 3 clusters
  Score: Raw -29592484.223106 + Penalty 4140.243091 = -29588343.980015
  nChanged 1119
		SP:Iteration 62Q (183337.750000 sec): 3 clusters
  Score: Raw -29592798.046971 + Penalty 4140.243091 = -29588657.803880
  nChanged 991
		SP:Iteration 63Q (183339.220000 sec): 3 clusters
  Score: Raw -29593070.841669 + Penalty 4140.243091 = -29588930.598578
  nChanged 887
		SP:Iteration 64Q (183340.660000 sec): 3 clusters
  Score: Raw -29593305.170009 + Penalty 4140.243091 = -29589164.926917
  nChanged 797
		SP:Iteration 65Q (183342.080000 sec): 3 clusters
  Score: Raw -29593503.352121 + Penalty 4140.243091 = -29589363.109029
  nChanged 735
		SP:Iteration 66Q (183343.420000 sec): 3 clusters
  Score: Raw -29593673.775160 + Penalty 4140.243091 = -29589533.532069
  nChanged 643
		SP:Iteration 67Q (183344.800000 sec): 3 clusters
  Score: Raw -29593821.764819 + Penalty 4140.243091 = -29589681.521728
  nChanged 620
		SP:Iteration 68Q (183346.250000 sec): 3 clusters
  Score: Raw -29593961.939368 + Penalty 4140.243091 = -29589821.696276
  nChanged 558
		SP:Iteration 69Q (183347.730000 sec): 3 clusters
  Score: Raw -29594085.617233 + Penalty 4140.243091 = -29589945.374141
  nChanged 511
		SP:Iteration 70Q (183349.300000 sec): 3 clusters
  Score: Raw -29594194.539726 + Penalty 4140.243091 = -29590054.296635
  nChanged 485
		SP:Iteration 71Q (183350.930000 sec): 3 clusters
  Score: Raw -29594294.157950 + Penalty 4140.243091 = -29590153.914859
  nChanged 457
		SP:Iteration 72Q (183352.380000 sec): 3 clusters
  Score: Raw -29594394.893807 + Penalty 4140.243091 = -29590254.650716
  nChanged 441
		SP:Iteration 73Q (183353.840000 sec): 3 clusters
  Score: Raw -29594495.747346 + Penalty 4140.243091 = -29590355.504255
  nChanged 429
		SP:Iteration 74Q (183355.320000 sec): 3 clusters
  Score: Raw -29594594.195439 + Penalty 4140.243091 = -29590453.952348
  nChanged 417
		SP:Iteration 75Q (183356.700000 sec): 3 clusters
  Score: Raw -29594692.348602 + Penalty 4140.243091 = -29590552.105511
  nChanged 389
		SP:Iteration 76Q (183358.160000 sec): 3 clusters
  Score: Raw -29594780.137679 + Penalty 4140.243091 = -29590639.894587
  nChanged 337
		SP:Iteration 77Q (183359.550000 sec): 3 clusters
  Score: Raw -29594852.573621 + Penalty 4140.243091 = -29590712.330530
  nChanged 316
		SP:Iteration 78Q (183360.970000 sec): 3 clusters
  Score: Raw -29594917.550096 + Penalty 4140.243091 = -29590777.307005
  nChanged 280
		SP:Iteration 79Q (183362.410000 sec): 3 clusters
  Score: Raw -29594974.979954 + Penalty 4140.243091 = -29590834.736862
  nChanged 263
		SP:Iteration 80F (183363.990000 sec): 3 clusters
  Score: Raw -29595029.432975 + Penalty 4140.243091 = -29590889.189883
  nChanged 254
		SP:Iteration 81Q (183365.510000 sec): 3 clusters
  Score: Raw -29595080.422881 + Penalty 4140.243091 = -29590940.179790
  nChanged 252
		SP:Iteration 82Q (183367.030000 sec): 3 clusters
  Score: Raw -29595132.340391 + Penalty 4140.243091 = -29590992.097299
  nChanged 220
		SP:Iteration 83Q (183368.660000 sec): 3 clusters
  Score: Raw -29595175.301339 + Penalty 4140.243091 = -29591035.058248
  nChanged 193
		SP:Iteration 84Q (183370.150000 sec): 3 clusters
  Score: Raw -29595213.607120 + Penalty 4140.243091 = -29591073.364029
  nChanged 195
		SP:Iteration 85Q (183371.720000 sec): 3 clusters
  Score: Raw -29595254.276745 + Penalty 4140.243091 = -29591114.033654
  nChanged 172
		SP:Iteration 86Q (183373.120000 sec): 3 clusters
  Score: Raw -29595286.968243 + Penalty 4140.243091 = -29591146.725152
  nChanged 169
		SP:Iteration 87Q (183374.500000 sec): 3 clusters
  Score: Raw -29595316.074059 + Penalty 4140.243091 = -29591175.830967
  nChanged 159
		SP:Iteration 88Q (183375.920000 sec): 3 clusters
  Score: Raw -29595343.363427 + Penalty 4140.243091 = -29591203.120335
  nChanged 130
		SP:Iteration 89Q (183377.390000 sec): 3 clusters
  Score: Raw -29595364.087897 + Penalty 4140.243091 = -29591223.844806
  nChanged 118
		SP:Iteration 90Q (183378.890000 sec): 3 clusters
  Score: Raw -29595384.081191 + Penalty 4140.243091 = -29591243.838099
  nChanged 129
		SP:Iteration 91Q (183380.410000 sec): 3 clusters
  Score: Raw -29595406.491959 + Penalty 4140.243091 = -29591266.248868
  nChanged 113
		SP:Iteration 92Q (183382.030000 sec): 3 clusters
  Score: Raw -29595427.725474 + Penalty 4140.243091 = -29591287.482382
  nChanged 107
		SP:Iteration 93Q (183383.490000 sec): 3 clusters
  Score: Raw -29595443.832098 + Penalty 4140.243091 = -29591303.589007
  nChanged 101
		SP:Iteration 94Q (183384.810000 sec): 3 clusters
  Score: Raw -29595461.868323 + Penalty 4140.243091 = -29591321.625232
  nChanged 111
		SP:Iteration 95Q (183386.280000 sec): 3 clusters
  Score: Raw -29595481.521554 + Penalty 4140.243091 = -29591341.278463
  nChanged 109
		SP:Iteration 96Q (183387.800000 sec): 3 clusters
  Score: Raw -29595499.896909 + Penalty 4140.243091 = -29591359.653818
  nChanged 96
		SP:Iteration 97Q (183389.280000 sec): 3 clusters
  Score: Raw -29595515.244742 + Penalty 4140.243091 = -29591375.001651
  nChanged 92
		SP:Iteration 98Q (183390.810000 sec): 3 clusters
  Score: Raw -29595532.748477 + Penalty 4140.243091 = -29591392.505386
  nChanged 97
		SP:Iteration 99Q (183392.270000 sec): 3 clusters
  Score: Raw -29595551.532858 + Penalty 4140.243091 = -29591411.289766
  nChanged 100
		SP:Iteration 100F (183393.820000 sec): 3 clusters
  Score: Raw -29595571.394138 + Penalty 4140.243091 = -29591431.151046
  nChanged 107
		SP:Iteration 101Q (183395.260000 sec): 3 clusters
  Score: Raw -29595593.148318 + Penalty 4140.243091 = -29591452.905227
  nChanged 105
		SP:Iteration 102Q (183396.670000 sec): 3 clusters
  Score: Raw -29595616.090213 + Penalty 4140.243091 = -29591475.847121
  nChanged 99
		SP:Iteration 103Q (183398.020000 sec): 3 clusters
  Score: Raw -29595641.435789 + Penalty 4140.243091 = -29591501.192697
  nChanged 109
		SP:Iteration 104Q (183399.520000 sec): 3 clusters
  Score: Raw -29595666.810528 + Penalty 4140.243091 = -29591526.567437
  nChanged 106
		SP:Iteration 105Q (183401.030000 sec): 3 clusters
  Score: Raw -29595690.194259 + Penalty 4140.243091 = -29591549.951168
  nChanged 103
		SP:Iteration 106Q (183402.460000 sec): 3 clusters
  Score: Raw -29595715.510975 + Penalty 4140.243091 = -29591575.267884
  nChanged 100
		SP:Iteration 107Q (183403.930000 sec): 3 clusters
  Score: Raw -29595741.507469 + Penalty 4140.243091 = -29591601.264378
  nChanged 107
		SP:Iteration 108Q (183405.460000 sec): 3 clusters
  Score: Raw -29595770.959873 + Penalty 4140.243091 = -29591630.716781
  nChanged 95
		SP:Iteration 109Q (183407.030000 sec): 3 clusters
  Score: Raw -29595794.019545 + Penalty 4140.243091 = -29591653.776453
  nChanged 83
		SP:Iteration 110Q (183408.570000 sec): 3 clusters
  Score: Raw -29595812.943429 + Penalty 4140.243091 = -29591672.700337
  nChanged 81
		SP:Iteration 111Q (183409.970000 sec): 3 clusters
  Score: Raw -29595835.530553 + Penalty 4140.243091 = -29591695.287462
  nChanged 88
		SP:Iteration 112Q (183411.340000 sec): 3 clusters
  Score: Raw -29595860.388482 + Penalty 4140.243091 = -29591720.145390
  nChanged 74
		SP:Iteration 113Q (183412.850000 sec): 3 clusters
  Score: Raw -29595879.357753 + Penalty 4140.243091 = -29591739.114661
  nChanged 56
		SP:Iteration 114Q (183414.320000 sec): 3 clusters
  Score: Raw -29595892.164236 + Penalty 4140.243091 = -29591751.921145
  nChanged 52
		SP:Iteration 115Q (183415.760000 sec): 3 clusters
  Score: Raw -29595904.352770 + Penalty 4140.243091 = -29591764.109678
  nChanged 52
		SP:Iteration 116Q (183417.200000 sec): 3 clusters
  Score: Raw -29595921.782028 + Penalty 4140.243091 = -29591781.538937
  nChanged 55
		SP:Iteration 117Q (183418.460000 sec): 3 clusters
  Score: Raw -29595938.526514 + Penalty 4140.243091 = -29591798.283423
  nChanged 60
		SP:Iteration 118Q (183419.730000 sec): 3 clusters
  Score: Raw -29595956.700587 + Penalty 4140.243091 = -29591816.457495
  nChanged 61
		SP:Iteration 119Q (183420.820000 sec): 3 clusters
  Score: Raw -29595973.744326 + Penalty 4140.243091 = -29591833.501234
  nChanged 62
		SP:Iteration 120F (183422.480000 sec): 3 clusters
  Score: Raw -29595992.830710 + Penalty 4140.243091 = -29591852.587619
  nChanged 61
		SP:Iteration 121Q (183424.130000 sec): 3 clusters
  Score: Raw -29596010.042345 + Penalty 4140.243091 = -29591869.799254
  nChanged 50
		SP:Iteration 122Q (183425.740000 sec): 3 clusters
  Score: Raw -29596024.444830 + Penalty 4140.243091 = -29591884.201738
  nChanged 35
		SP:Iteration 123Q (183427.270000 sec): 3 clusters
  Score: Raw -29596033.926642 + Penalty 4140.243091 = -29591893.683551
  nChanged 30
		SP:Iteration 124Q (183428.690000 sec): 3 clusters
  Score: Raw -29596041.752537 + Penalty 4140.243091 = -29591901.509446
  nChanged 29
		SP:Iteration 125Q (183430.040000 sec): 3 clusters
  Score: Raw -29596048.710903 + Penalty 4140.243091 = -29591908.467811
  nChanged 24
		SP:Iteration 126Q (183431.330000 sec): 3 clusters
  Score: Raw -29596055.100351 + Penalty 4140.243091 = -29591914.857259
  nChanged 27
		SP:Iteration 127Q (183432.730000 sec): 3 clusters
  Score: Raw -29596063.468299 + Penalty 4140.243091 = -29591923.225208
  nChanged 27
		SP:Iteration 128Q (183434.050000 sec): 3 clusters
  Score: Raw -29596072.465756 + Penalty 4140.243091 = -29591932.222665
  nChanged 24
		SP:Iteration 129Q (183435.410000 sec): 3 clusters
  Score: Raw -29596080.930021 + Penalty 4140.243091 = -29591940.686929
  nChanged 32
		SP:Iteration 130Q (183436.700000 sec): 3 clusters
  Score: Raw -29596092.321459 + Penalty 4140.243091 = -29591952.078368
  nChanged 31
		SP:Iteration 131Q (183438.000000 sec): 3 clusters
  Score: Raw -29596103.940260 + Penalty 4140.243091 = -29591963.697168
  nChanged 33
		SP:Iteration 132Q (183439.310000 sec): 3 clusters
  Score: Raw -29596113.004670 + Penalty 4140.243091 = -29591972.761579
  nChanged 25
		SP:Iteration 133Q (183440.700000 sec): 3 clusters
  Score: Raw -29596119.391745 + Penalty 4140.243091 = -29591979.148654
  nChanged 15
		SP:Iteration 134Q (183442.030000 sec): 3 clusters
  Score: Raw -29596122.444933 + Penalty 4140.243091 = -29591982.201842
  nChanged 10
		SP:Iteration 135Q (183443.210000 sec): 3 clusters
  Score: Raw -29596124.523410 + Penalty 4140.243091 = -29591984.280319
  nChanged 9
		SP:Iteration 136Q (183444.500000 sec): 3 clusters
  Score: Raw -29596126.665752 + Penalty 4140.243091 = -29591986.422661
  nChanged 7
		SP:Iteration 137Q (183445.740000 sec): 3 clusters
  Score: Raw -29596128.513447 + Penalty 4140.243091 = -29591988.270355
  nChanged 8
		SP:Iteration 138Q (183447.080000 sec): 3 clusters
  Score: Raw -29596129.935021 + Penalty 4140.243091 = -29591989.691930
  nChanged 3
		SP:Iteration 139Q (183448.460000 sec): 3 clusters
  Score: Raw -29596130.504918 + Penalty 4140.243091 = -29591990.261826
  nChanged 1
		SP:Iteration 140F (183450.100000 sec): 3 clusters
  Score: Raw -29596130.580711 + Penalty 4140.243091 = -29591990.337620
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 50 (7441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183450.390000 sec): 2 clusters
  Score: Raw -570970.876314 + Penalty 1448.648586 = -569522.227728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183450.630000 sec): 3 clusters
  Score: Raw -566846.506073 + Penalty 2897.297171 = -563949.208901
  nChanged 3153
		SP:Iteration 1F (183450.880000 sec): 3 clusters
  Score: Raw -568605.749724 + Penalty 2897.297171 = -565708.452552
  nChanged 576
		SP:Iteration 2F (183451.090000 sec): 3 clusters
  Score: Raw -568943.129776 + Penalty 2897.297171 = -566045.832604
  nChanged 519
		SP:Iteration 3F (183451.280000 sec): 3 clusters
  Score: Raw -569278.480874 + Penalty 2897.297171 = -566381.183703
  nChanged 444
		SP:Iteration 4F (183451.470000 sec): 3 clusters
  Score: Raw -569566.276320 + Penalty 2897.297171 = -566668.979148
  nChanged 400
		SP:Iteration 5F (183451.680000 sec): 3 clusters
  Score: Raw -569782.386342 + Penalty 2897.297171 = -566885.089171
  nChanged 327
		SP:Iteration 6Q (183451.880000 sec): 3 clusters
  Score: Raw -569958.843131 + Penalty 2897.297171 = -567061.545959
  nChanged 287
		SP:Iteration 7Q (183452.090000 sec): 3 clusters
  Score: Raw -570124.318129 + Penalty 2897.297171 = -567227.020958
  nChanged 274
		SP:Iteration 8Q (183452.350000 sec): 3 clusters
  Score: Raw -570269.560727 + Penalty 2897.297171 = -567372.263556
  nChanged 221
		SP:Iteration 9Q (183452.540000 sec): 3 clusters
  Score: Raw -570396.476883 + Penalty 2897.297171 = -567499.179711
  nChanged 222
		SP:Iteration 10Q (183452.740000 sec): 3 clusters
  Score: Raw -570514.368322 + Penalty 2897.297171 = -567617.071151
  nChanged 191
		SP:Iteration 11Q (183452.940000 sec): 3 clusters
  Score: Raw -570612.415026 + Penalty 2897.297171 = -567715.117855
  nChanged 172
		SP:Iteration 12Q (183453.120000 sec): 3 clusters
  Score: Raw -570697.502627 + Penalty 2897.297171 = -567800.205456
  nChanged 151
		SP:Iteration 13Q (183453.340000 sec): 3 clusters
  Score: Raw -570773.129375 + Penalty 2897.297171 = -567875.832203
  nChanged 131
		SP:Iteration 14Q (183453.560000 sec): 3 clusters
  Score: Raw -570835.951098 + Penalty 2897.297171 = -567938.653927
  nChanged 104
		SP:Iteration 15Q (183453.710000 sec): 3 clusters
  Score: Raw -570881.276511 + Penalty 2897.297171 = -567983.979340
  nChanged 85
		SP:Iteration 16Q (183453.890000 sec): 3 clusters
  Score: Raw -570919.608752 + Penalty 2897.297171 = -568022.311580
  nChanged 82
		SP:Iteration 17Q (183454.110000 sec): 3 clusters
  Score: Raw -570953.745014 + Penalty 2897.297171 = -568056.447843
  nChanged 85
		SP:Iteration 18Q (183454.320000 sec): 3 clusters
  Score: Raw -570983.667670 + Penalty 2897.297171 = -568086.370499
  nChanged 72
		SP:Iteration 19Q (183454.500000 sec): 3 clusters
  Score: Raw -571008.497281 + Penalty 2897.297171 = -568111.200109
  nChanged 62
		SP:Iteration 20F (183454.720000 sec): 3 clusters
  Score: Raw -571023.693437 + Penalty 2897.297171 = -568126.396265
  nChanged 41
		SP:Iteration 21Q (183454.920000 sec): 3 clusters
  Score: Raw -571032.588906 + Penalty 2897.297171 = -568135.291734
  nChanged 29
		SP:Iteration 22Q (183455.160000 sec): 3 clusters
  Score: Raw -571040.333286 + Penalty 2897.297171 = -568143.036114
  nChanged 27
		SP:Iteration 23Q (183455.390000 sec): 3 clusters
  Score: Raw -571048.272926 + Penalty 2897.297171 = -568150.975755
  nChanged 28
		SP:Iteration 24Q (183455.610000 sec): 3 clusters
  Score: Raw -571054.367588 + Penalty 2897.297171 = -568157.070417
  nChanged 14
		SP:Iteration 25Q (183455.790000 sec): 3 clusters
  Score: Raw -571057.080696 + Penalty 2897.297171 = -568159.783525
  nChanged 17
		SP:Iteration 26Q (183455.990000 sec): 3 clusters
  Score: Raw -571060.963690 + Penalty 2897.297171 = -568163.666519
  nChanged 12
		SP:Iteration 27Q (183456.250000 sec): 3 clusters
  Score: Raw -571063.644658 + Penalty 2897.297171 = -568166.347486
  nChanged 15
		SP:Iteration 28Q (183456.460000 sec): 3 clusters
  Score: Raw -571066.410595 + Penalty 2897.297171 = -568169.113424
  nChanged 13
		SP:Iteration 29Q (183456.650000 sec): 3 clusters
  Score: Raw -571068.806232 + Penalty 2897.297171 = -568171.509060
  nChanged 13
		SP:Iteration 30Q (183456.850000 sec): 3 clusters
  Score: Raw -571071.536034 + Penalty 2897.297171 = -568174.238862
  nChanged 11
		SP:Iteration 31Q (183457.030000 sec): 3 clusters
  Score: Raw -571074.575324 + Penalty 2897.297171 = -568177.278153
  nChanged 14
		SP:Iteration 32Q (183457.180000 sec): 3 clusters
  Score: Raw -571077.254137 + Penalty 2897.297171 = -568179.956966
  nChanged 12
		SP:Iteration 33Q (183457.390000 sec): 3 clusters
  Score: Raw -571079.817903 + Penalty 2897.297171 = -568182.520731
  nChanged 8
		SP:Iteration 34Q (183457.590000 sec): 3 clusters
  Score: Raw -571081.139926 + Penalty 2897.297171 = -568183.842755
  nChanged 6
		SP:Iteration 35Q (183457.790000 sec): 3 clusters
  Score: Raw -571081.951897 + Penalty 2897.297171 = -568184.654726
  nChanged 7
		SP:Iteration 36Q (183458.000000 sec): 3 clusters
  Score: Raw -571082.785507 + Penalty 2897.297171 = -568185.488336
  nChanged 3
		SP:Iteration 37Q (183458.220000 sec): 3 clusters
  Score: Raw -571083.179970 + Penalty 2897.297171 = -568185.882799
  nChanged 4
		SP:Iteration 38Q (183458.440000 sec): 3 clusters
  Score: Raw -571084.089168 + Penalty 2897.297171 = -568186.791996
  nChanged 1
		SP:Iteration 39Q (183458.650000 sec): 3 clusters
  Score: Raw -571084.255184 + Penalty 2897.297171 = -568186.958013
  nChanged 1
		SP:Iteration 40F (183458.850000 sec): 3 clusters
  Score: Raw -571084.479287 + Penalty 2897.297171 = -568187.182116
  nChanged 1
		SP:Iteration 41Q (183459.020000 sec): 3 clusters
  Score: Raw -571084.774989 + Penalty 2897.297171 = -568187.477818
  nChanged 1
		SP:Iteration 42Q (183459.230000 sec): 3 clusters
  Score: Raw -571084.876515 + Penalty 2897.297171 = -568187.579344
  nChanged 0
		SP:Iteration 43F (183459.430000 sec): 3 clusters
  Score: Raw -571084.876515 + Penalty 2897.297171 = -568187.579344
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 51 (6872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183459.510000 sec): 2 clusters
  Score: Raw -574870.948910 + Penalty 1435.721700 = -573435.227210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183459.740000 sec): 3 clusters
  Score: Raw -571152.544234 + Penalty 2871.443401 = -568281.100833
  nChanged 2852
		SP:Iteration 1F (183459.940000 sec): 3 clusters
  Score: Raw -572849.222467 + Penalty 2871.443401 = -569977.779067
  nChanged 481
		SP:Iteration 2F (183460.110000 sec): 3 clusters
  Score: Raw -573103.492063 + Penalty 2871.443401 = -570232.048663
  nChanged 405
		SP:Iteration 3F (183460.340000 sec): 3 clusters
  Score: Raw -573343.115666 + Penalty 2871.443401 = -570471.672265
  nChanged 352
		SP:Iteration 4F (183460.570000 sec): 3 clusters
  Score: Raw -573551.802497 + Penalty 2871.443401 = -570680.359096
  nChanged 345
		SP:Iteration 5F (183460.770000 sec): 3 clusters
  Score: Raw -573752.713284 + Penalty 2871.443401 = -570881.269883
  nChanged 286
		SP:Iteration 6Q (183460.970000 sec): 3 clusters
  Score: Raw -573892.550269 + Penalty 2871.443401 = -571021.106868
  nChanged 217
		SP:Iteration 7Q (183461.150000 sec): 3 clusters
  Score: Raw -573999.673611 + Penalty 2871.443401 = -571128.230210
  nChanged 203
		SP:Iteration 8Q (183461.360000 sec): 3 clusters
  Score: Raw -574090.556834 + Penalty 2871.443401 = -571219.113433
  nChanged 171
		SP:Iteration 9Q (183461.560000 sec): 3 clusters
  Score: Raw -574170.748340 + Penalty 2871.443401 = -571299.304939
  nChanged 145
		SP:Iteration 10Q (183461.760000 sec): 3 clusters
  Score: Raw -574230.921647 + Penalty 2871.443401 = -571359.478246
  nChanged 111
		SP:Iteration 11Q (183461.990000 sec): 3 clusters
  Score: Raw -574270.294803 + Penalty 2871.443401 = -571398.851403
  nChanged 111
		SP:Iteration 12Q (183462.230000 sec): 3 clusters
  Score: Raw -574310.187725 + Penalty 2871.443401 = -571438.744324
  nChanged 99
		SP:Iteration 13Q (183462.420000 sec): 3 clusters
  Score: Raw -574346.755804 + Penalty 2871.443401 = -571475.312404
  nChanged 83
		SP:Iteration 14Q (183462.630000 sec): 3 clusters
  Score: Raw -574376.128508 + Penalty 2871.443401 = -571504.685108
  nChanged 78
		SP:Iteration 15Q (183462.840000 sec): 3 clusters
  Score: Raw -574407.635028 + Penalty 2871.443401 = -571536.191628
  nChanged 89
		SP:Iteration 16Q (183463.050000 sec): 3 clusters
  Score: Raw -574446.288673 + Penalty 2871.443401 = -571574.845272
  nChanged 85
		SP:Iteration 17Q (183463.250000 sec): 3 clusters
  Score: Raw -574481.834764 + Penalty 2871.443401 = -571610.391363
  nChanged 93
		SP:Iteration 18Q (183463.430000 sec): 3 clusters
  Score: Raw -574525.184217 + Penalty 2871.443401 = -571653.740816
  nChanged 108
		SP:Iteration 19Q (183463.670000 sec): 3 clusters
  Score: Raw -574574.433255 + Penalty 2871.443401 = -571702.989854
  nChanged 93
		SP:Iteration 20F (183463.870000 sec): 3 clusters
  Score: Raw -574615.023002 + Penalty 2871.443401 = -571743.579601
  nChanged 91
		SP:Iteration 21Q (183464.110000 sec): 3 clusters
  Score: Raw -574659.114732 + Penalty 2871.443401 = -571787.671331
  nChanged 81
		SP:Iteration 22Q (183464.340000 sec): 3 clusters
  Score: Raw -574698.984349 + Penalty 2871.443401 = -571827.540948
  nChanged 70
		SP:Iteration 23Q (183464.510000 sec): 3 clusters
  Score: Raw -574729.793058 + Penalty 2871.443401 = -571858.349657
  nChanged 72
		SP:Iteration 24Q (183464.730000 sec): 3 clusters
  Score: Raw -574760.100311 + Penalty 2871.443401 = -571888.656910
  nChanged 65
		SP:Iteration 25Q (183464.910000 sec): 3 clusters
  Score: Raw -574787.171738 + Penalty 2871.443401 = -571915.728338
  nChanged 59
		SP:Iteration 26Q (183465.150000 sec): 3 clusters
  Score: Raw -574812.614746 + Penalty 2871.443401 = -571941.171345
  nChanged 55
		SP:Iteration 27Q (183465.400000 sec): 3 clusters
  Score: Raw -574837.963173 + Penalty 2871.443401 = -571966.519772
  nChanged 63
		SP:Iteration 28Q (183465.560000 sec): 3 clusters
  Score: Raw -574870.025225 + Penalty 2871.443401 = -571998.581824
  nChanged 58
		SP:Iteration 29Q (183465.800000 sec): 3 clusters
  Score: Raw -574893.355324 + Penalty 2871.443401 = -572021.911924
  nChanged 54
		SP:Iteration 30Q (183466.030000 sec): 3 clusters
  Score: Raw -574915.992342 + Penalty 2871.443401 = -572044.548941
  nChanged 48
		SP:Iteration 31Q (183466.210000 sec): 3 clusters
  Score: Raw -574937.906593 + Penalty 2871.443401 = -572066.463193
  nChanged 49
		SP:Iteration 32Q (183466.420000 sec): 3 clusters
  Score: Raw -574963.830937 + Penalty 2871.443401 = -572092.387536
  nChanged 49
		SP:Iteration 33Q (183466.650000 sec): 3 clusters
  Score: Raw -574995.132947 + Penalty 2871.443401 = -572123.689546
  nChanged 49
		SP:Iteration 34Q (183466.860000 sec): 3 clusters
  Score: Raw -575025.135334 + Penalty 2871.443401 = -572153.691933
  nChanged 49
		SP:Iteration 35Q (183467.070000 sec): 3 clusters
  Score: Raw -575051.905460 + Penalty 2871.443401 = -572180.462059
  nChanged 37
		SP:Iteration 36Q (183467.250000 sec): 3 clusters
  Score: Raw -575068.052427 + Penalty 2871.443401 = -572196.609026
  nChanged 35
		SP:Iteration 37Q (183467.480000 sec): 3 clusters
  Score: Raw -575083.967667 + Penalty 2871.443401 = -572212.524267
  nChanged 32
		SP:Iteration 38Q (183467.640000 sec): 3 clusters
  Score: Raw -575098.684967 + Penalty 2871.443401 = -572227.241566
  nChanged 27
		SP:Iteration 39Q (183467.850000 sec): 3 clusters
  Score: Raw -575113.030175 + Penalty 2871.443401 = -572241.586774
  nChanged 27
		SP:Iteration 40F (183468.050000 sec): 3 clusters
  Score: Raw -575125.471526 + Penalty 2871.443401 = -572254.028126
  nChanged 20
		SP:Iteration 41Q (183468.250000 sec): 3 clusters
  Score: Raw -575134.966582 + Penalty 2871.443401 = -572263.523181
  nChanged 16
		SP:Iteration 42Q (183468.450000 sec): 3 clusters
  Score: Raw -575142.335745 + Penalty 2871.443401 = -572270.892344
  nChanged 22
		SP:Iteration 43Q (183468.630000 sec): 3 clusters
  Score: Raw -575155.726645 + Penalty 2871.443401 = -572284.283245
  nChanged 16
		SP:Iteration 44Q (183468.850000 sec): 3 clusters
  Score: Raw -575164.607195 + Penalty 2871.443401 = -572293.163795
  nChanged 9
		SP:Iteration 45Q (183469.050000 sec): 3 clusters
  Score: Raw -575170.297987 + Penalty 2871.443401 = -572298.854586
  nChanged 11
		SP:Iteration 46Q (183469.230000 sec): 3 clusters
  Score: Raw -575177.692396 + Penalty 2871.443401 = -572306.248996
  nChanged 8
		SP:Iteration 47Q (183469.440000 sec): 3 clusters
  Score: Raw -575181.383772 + Penalty 2871.443401 = -572309.940371
  nChanged 4
		SP:Iteration 48Q (183469.640000 sec): 3 clusters
  Score: Raw -575183.648739 + Penalty 2871.443401 = -572312.205339
  nChanged 1
		SP:Iteration 49Q (183469.820000 sec): 3 clusters
  Score: Raw -575184.035244 + Penalty 2871.443401 = -572312.591843
  nChanged 1
		SP:Iteration 50Q (183470.020000 sec): 3 clusters
  Score: Raw -575184.951879 + Penalty 2871.443401 = -572313.508479
  nChanged 1
		SP:Iteration 51Q (183470.230000 sec): 3 clusters
  Score: Raw -575185.263983 + Penalty 2871.443401 = -572313.820582
  nChanged 0
		SP:Iteration 52F (183470.430000 sec): 3 clusters
  Score: Raw -575185.263983 + Penalty 2871.443401 = -572313.820582
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 52 (861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183470.540000 sec): 2 clusters
  Score: Raw -71679.845971 + Penalty 1098.190357 = -70581.655614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183470.710000 sec): 3 clusters
  Score: Raw -71433.414107 + Penalty 2196.380714 = -69237.033393
  nChanged 245
		SP:Iteration 1F (183470.920000 sec): 3 clusters
  Score: Raw -71658.644083 + Penalty 2196.380714 = -69462.263369
  nChanged 58
		SP:Iteration 2F (183471.050000 sec): 3 clusters
  Score: Raw -71711.904219 + Penalty 2196.380714 = -69515.523505
  nChanged 22
		SP:Iteration 3Q (183471.250000 sec): 3 clusters
  Score: Raw -71739.626513 + Penalty 2196.380714 = -69543.245799
  nChanged 17
		SP:Iteration 4Q (183471.440000 sec): 3 clusters
  Score: Raw -71758.743544 + Penalty 2196.380714 = -69562.362830
  nChanged 16
		SP:Iteration 5Q (183471.630000 sec): 3 clusters
  Score: Raw -71772.642684 + Penalty 2196.380714 = -69576.261970
  nChanged 8
		SP:Iteration 6Q (183471.810000 sec): 3 clusters
  Score: Raw -71778.317135 + Penalty 2196.380714 = -69581.936421
  nChanged 3
		SP:Iteration 7Q (183472.000000 sec): 3 clusters
  Score: Raw -71780.874896 + Penalty 2196.380714 = -69584.494182
  nChanged 0
		SP:Iteration 8F (183472.170000 sec): 3 clusters
  Score: Raw -71780.874896 + Penalty 2196.380714 = -69584.494182
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 53 (3133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183472.270000 sec): 2 clusters
  Score: Raw -230813.188265 + Penalty 1308.083772 = -229505.104492
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183472.490000 sec): 3 clusters
  Score: Raw -229347.992263 + Penalty 2616.167545 = -226731.824719
  nChanged 1219
		SP:Iteration 1F (183472.620000 sec): 3 clusters
  Score: Raw -230210.913926 + Penalty 2616.167545 = -227594.746381
  nChanged 275
		SP:Iteration 2F (183472.810000 sec): 3 clusters
  Score: Raw -230543.359798 + Penalty 2616.167545 = -227927.192253
  nChanged 247
		SP:Iteration 3F (183473.040000 sec): 3 clusters
  Score: Raw -230803.510344 + Penalty 2616.167545 = -228187.342800
  nChanged 202
		SP:Iteration 4F (183473.210000 sec): 3 clusters
  Score: Raw -230987.521138 + Penalty 2616.167545 = -228371.353594
  nChanged 165
		SP:Iteration 5F (183473.410000 sec): 3 clusters
  Score: Raw -231137.254383 + Penalty 2616.167545 = -228521.086838
  nChanged 135
		SP:Iteration 6Q (183473.570000 sec): 3 clusters
  Score: Raw -231266.461055 + Penalty 2616.167545 = -228650.293511
  nChanged 110
		SP:Iteration 7Q (183473.760000 sec): 3 clusters
  Score: Raw -231373.474680 + Penalty 2616.167545 = -228757.307135
  nChanged 103
		SP:Iteration 8Q (183473.950000 sec): 3 clusters
  Score: Raw -231462.052566 + Penalty 2616.167545 = -228845.885021
  nChanged 82
		SP:Iteration 9Q (183474.170000 sec): 3 clusters
  Score: Raw -231529.497796 + Penalty 2616.167545 = -228913.330252
  nChanged 69
		SP:Iteration 10Q (183474.330000 sec): 3 clusters
  Score: Raw -231591.689025 + Penalty 2616.167545 = -228975.521480
  nChanged 62
		SP:Iteration 11Q (183474.510000 sec): 3 clusters
  Score: Raw -231649.482817 + Penalty 2616.167545 = -229033.315272
  nChanged 56
		SP:Iteration 12Q (183474.720000 sec): 3 clusters
  Score: Raw -231708.153425 + Penalty 2616.167545 = -229091.985880
  nChanged 46
		SP:Iteration 13Q (183474.890000 sec): 3 clusters
  Score: Raw -231760.148276 + Penalty 2616.167545 = -229143.980731
  nChanged 55
		SP:Iteration 14Q (183475.050000 sec): 3 clusters
  Score: Raw -231820.040394 + Penalty 2616.167545 = -229203.872850
  nChanged 43
		SP:Iteration 15Q (183475.290000 sec): 3 clusters
  Score: Raw -231862.306974 + Penalty 2616.167545 = -229246.139430
  nChanged 37
		SP:Iteration 16Q (183475.430000 sec): 3 clusters
  Score: Raw -231887.106480 + Penalty 2616.167545 = -229270.938935
  nChanged 25
		SP:Iteration 17Q (183475.620000 sec): 3 clusters
  Score: Raw -231901.365440 + Penalty 2616.167545 = -229285.197896
  nChanged 23
		SP:Iteration 18Q (183475.830000 sec): 3 clusters
  Score: Raw -231912.657458 + Penalty 2616.167545 = -229296.489913
  nChanged 22
		SP:Iteration 19Q (183476.020000 sec): 3 clusters
  Score: Raw -231921.704555 + Penalty 2616.167545 = -229305.537010
  nChanged 16
		SP:Iteration 20F (183476.230000 sec): 3 clusters
  Score: Raw -231930.337636 + Penalty 2616.167545 = -229314.170092
  nChanged 14
		SP:Iteration 21Q (183476.390000 sec): 3 clusters
  Score: Raw -231937.882749 + Penalty 2616.167545 = -229321.715205
  nChanged 13
		SP:Iteration 22Q (183476.560000 sec): 3 clusters
  Score: Raw -231945.988125 + Penalty 2616.167545 = -229329.820581
  nChanged 11
		SP:Iteration 23Q (183476.750000 sec): 3 clusters
  Score: Raw -231952.602641 + Penalty 2616.167545 = -229336.435096
  nChanged 9
		SP:Iteration 24Q (183476.940000 sec): 3 clusters
  Score: Raw -231959.662455 + Penalty 2616.167545 = -229343.494910
  nChanged 9
		SP:Iteration 25Q (183477.130000 sec): 3 clusters
  Score: Raw -231963.967852 + Penalty 2616.167545 = -229347.800308
  nChanged 5
		SP:Iteration 26Q (183477.330000 sec): 3 clusters
  Score: Raw -231965.327758 + Penalty 2616.167545 = -229349.160213
  nChanged 2
		SP:Iteration 27Q (183477.550000 sec): 3 clusters
  Score: Raw -231966.389296 + Penalty 2616.167545 = -229350.221752
  nChanged 2
		SP:Iteration 28Q (183477.760000 sec): 3 clusters
  Score: Raw -231967.446209 + Penalty 2616.167545 = -229351.278664
  nChanged 1
		SP:Iteration 29Q (183477.910000 sec): 3 clusters
  Score: Raw -231968.168378 + Penalty 2616.167545 = -229352.000833
  nChanged 5
		SP:Iteration 30Q (183478.110000 sec): 3 clusters
  Score: Raw -231971.007057 + Penalty 2616.167545 = -229354.839512
  nChanged 3
		SP:Iteration 31Q (183478.290000 sec): 3 clusters
  Score: Raw -231972.075716 + Penalty 2616.167545 = -229355.908171
  nChanged 0
		SP:Iteration 32F (183478.490000 sec): 3 clusters
  Score: Raw -231972.075716 + Penalty 2616.167545 = -229355.908171
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 54 (3495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183478.600000 sec): 2 clusters
  Score: Raw -311545.407159 + Penalty 1325.851906 = -310219.555252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183478.810000 sec): 3 clusters
  Score: Raw -309865.247653 + Penalty 2651.703813 = -307213.543841
  nChanged 1316
		SP:Iteration 1F (183478.980000 sec): 3 clusters
  Score: Raw -310597.956432 + Penalty 2651.703813 = -307946.252620
  nChanged 271
		SP:Iteration 2F (183479.210000 sec): 3 clusters
  Score: Raw -310762.936028 + Penalty 2651.703813 = -308111.232215
  nChanged 203
		SP:Iteration 3F (183479.370000 sec): 3 clusters
  Score: Raw -310894.010789 + Penalty 2651.703813 = -308242.306976
  nChanged 157
		SP:Iteration 4Q (183479.550000 sec): 3 clusters
  Score: Raw -310991.545595 + Penalty 2651.703813 = -308339.841782
  nChanged 138
		SP:Iteration 5Q (183479.730000 sec): 3 clusters
  Score: Raw -311082.602215 + Penalty 2651.703813 = -308430.898402
  nChanged 128
		SP:Iteration 6Q (183479.910000 sec): 3 clusters
  Score: Raw -311151.034503 + Penalty 2651.703813 = -308499.330690
  nChanged 100
		SP:Iteration 7Q (183480.090000 sec): 3 clusters
  Score: Raw -311199.959545 + Penalty 2651.703813 = -308548.255732
  nChanged 78
		SP:Iteration 8Q (183480.270000 sec): 3 clusters
  Score: Raw -311235.718525 + Penalty 2651.703813 = -308584.014712
  nChanged 67
		SP:Iteration 9Q (183480.470000 sec): 3 clusters
  Score: Raw -311262.837186 + Penalty 2651.703813 = -308611.133373
  nChanged 53
		SP:Iteration 10Q (183480.690000 sec): 3 clusters
  Score: Raw -311283.664085 + Penalty 2651.703813 = -308631.960272
  nChanged 36
		SP:Iteration 11Q (183480.920000 sec): 3 clusters
  Score: Raw -311294.856982 + Penalty 2651.703813 = -308643.153169
  nChanged 25
		SP:Iteration 12Q (183481.050000 sec): 3 clusters
  Score: Raw -311302.826983 + Penalty 2651.703813 = -308651.123170
  nChanged 21
		SP:Iteration 13Q (183481.200000 sec): 3 clusters
  Score: Raw -311308.390962 + Penalty 2651.703813 = -308656.687150
  nChanged 12
		SP:Iteration 14Q (183481.440000 sec): 3 clusters
  Score: Raw -311312.187826 + Penalty 2651.703813 = -308660.484013
  nChanged 12
		SP:Iteration 15Q (183481.640000 sec): 3 clusters
  Score: Raw -311317.022919 + Penalty 2651.703813 = -308665.319106
  nChanged 17
		SP:Iteration 16Q (183481.840000 sec): 3 clusters
  Score: Raw -311323.032509 + Penalty 2651.703813 = -308671.328696
  nChanged 20
		SP:Iteration 17Q (183482.030000 sec): 3 clusters
  Score: Raw -311329.884468 + Penalty 2651.703813 = -308678.180656
  nChanged 14
		SP:Iteration 18Q (183482.230000 sec): 3 clusters
  Score: Raw -311333.405330 + Penalty 2651.703813 = -308681.701517
  nChanged 7
		SP:Iteration 19Q (183482.470000 sec): 3 clusters
  Score: Raw -311335.307320 + Penalty 2651.703813 = -308683.603507
  nChanged 5
		SP:Iteration 20F (183482.650000 sec): 3 clusters
  Score: Raw -311335.909708 + Penalty 2651.703813 = -308684.205895
  nChanged 2
		SP:Iteration 21Q (183482.780000 sec): 3 clusters
  Score: Raw -311336.152150 + Penalty 2651.703813 = -308684.448337
  nChanged 1
		SP:Iteration 22Q (183483.010000 sec): 3 clusters
  Score: Raw -311336.519785 + Penalty 2651.703813 = -308684.815972
  nChanged 2
		SP:Iteration 23Q (183483.210000 sec): 3 clusters
  Score: Raw -311337.234503 + Penalty 2651.703813 = -308685.530691
  nChanged 3
		SP:Iteration 24Q (183483.370000 sec): 3 clusters
  Score: Raw -311337.880283 + Penalty 2651.703813 = -308686.176470
  nChanged 1
		SP:Iteration 25Q (183483.570000 sec): 3 clusters
  Score: Raw -311338.241831 + Penalty 2651.703813 = -308686.538018
  nChanged 3
		SP:Iteration 26Q (183483.790000 sec): 3 clusters
  Score: Raw -311338.649479 + Penalty 2651.703813 = -308686.945667
  nChanged 2
		SP:Iteration 27Q (183483.990000 sec): 3 clusters
  Score: Raw -311339.172785 + Penalty 2651.703813 = -308687.468973
  nChanged 3
		SP:Iteration 28Q (183484.180000 sec): 3 clusters
  Score: Raw -311339.727749 + Penalty 2651.703813 = -308688.023936
  nChanged 3
		SP:Iteration 29Q (183484.370000 sec): 3 clusters
  Score: Raw -311340.265690 + Penalty 2651.703813 = -308688.561878
  nChanged 2
		SP:Iteration 30Q (183484.550000 sec): 3 clusters
  Score: Raw -311340.600551 + Penalty 2651.703813 = -308688.896738
  nChanged 2
		SP:Iteration 31Q (183484.700000 sec): 3 clusters
  Score: Raw -311341.275672 + Penalty 2651.703813 = -308689.571859
  nChanged 4
		SP:Iteration 32Q (183484.920000 sec): 3 clusters
  Score: Raw -311341.981839 + Penalty 2651.703813 = -308690.278026
  nChanged 2
		SP:Iteration 33Q (183485.090000 sec): 3 clusters
  Score: Raw -311342.293633 + Penalty 2651.703813 = -308690.589820
  nChanged 0
		SP:Iteration 34F (183485.250000 sec): 3 clusters
  Score: Raw -311342.293633 + Penalty 2651.703813 = -308690.589820
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 55 (8198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183485.420000 sec): 2 clusters
  Score: Raw -702198.041308 + Penalty 1464.392394 = -700733.648914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183485.620000 sec): 3 clusters
  Score: Raw -697718.104614 + Penalty 2928.784788 = -694789.319826
  nChanged 3449
		SP:Iteration 1F (183485.800000 sec): 3 clusters
  Score: Raw -699592.356454 + Penalty 2928.784788 = -696663.571667
  nChanged 539
		SP:Iteration 2F (183486.050000 sec): 3 clusters
  Score: Raw -699817.602735 + Penalty 2928.784788 = -696888.817947
  nChanged 402
		SP:Iteration 3Q (183486.220000 sec): 3 clusters
  Score: Raw -699982.750170 + Penalty 2928.784788 = -697053.965382
  nChanged 326
		SP:Iteration 4Q (183486.460000 sec): 3 clusters
  Score: Raw -700110.212392 + Penalty 2928.784788 = -697181.427604
  nChanged 289
		SP:Iteration 5Q (183486.680000 sec): 3 clusters
  Score: Raw -700231.204470 + Penalty 2928.784788 = -697302.419682
  nChanged 276
		SP:Iteration 6Q (183486.910000 sec): 3 clusters
  Score: Raw -700338.029080 + Penalty 2928.784788 = -697409.244292
  nChanged 247
		SP:Iteration 7Q (183487.140000 sec): 3 clusters
  Score: Raw -700426.200198 + Penalty 2928.784788 = -697497.415410
  nChanged 214
		SP:Iteration 8Q (183487.370000 sec): 3 clusters
  Score: Raw -700508.841387 + Penalty 2928.784788 = -697580.056599
  nChanged 187
		SP:Iteration 9Q (183487.620000 sec): 3 clusters
  Score: Raw -700584.371427 + Penalty 2928.784788 = -697655.586639
  nChanged 197
		SP:Iteration 10Q (183487.860000 sec): 3 clusters
  Score: Raw -700662.616735 + Penalty 2928.784788 = -697733.831948
  nChanged 206
		SP:Iteration 11Q (183488.120000 sec): 3 clusters
  Score: Raw -700745.319361 + Penalty 2928.784788 = -697816.534573
  nChanged 194
		SP:Iteration 12Q (183488.320000 sec): 3 clusters
  Score: Raw -700827.555587 + Penalty 2928.784788 = -697898.770799
  nChanged 208
		SP:Iteration 13Q (183488.600000 sec): 3 clusters
  Score: Raw -700942.073499 + Penalty 2928.784788 = -698013.288711
  nChanged 231
		SP:Iteration 14Q (183488.790000 sec): 3 clusters
  Score: Raw -701070.709129 + Penalty 2928.784788 = -698141.924341
  nChanged 240
		SP:Iteration 15Q (183489.050000 sec): 3 clusters
  Score: Raw -701233.715673 + Penalty 2928.784788 = -698304.930885
  nChanged 254
		SP:Iteration 16Q (183489.300000 sec): 3 clusters
  Score: Raw -701407.718276 + Penalty 2928.784788 = -698478.933488
  nChanged 219
		SP:Iteration 17Q (183489.530000 sec): 3 clusters
  Score: Raw -701572.659486 + Penalty 2928.784788 = -698643.874698
  nChanged 215
		SP:Iteration 18Q (183489.770000 sec): 3 clusters
  Score: Raw -701740.250951 + Penalty 2928.784788 = -698811.466163
  nChanged 200
		SP:Iteration 19Q (183489.970000 sec): 3 clusters
  Score: Raw -701894.264578 + Penalty 2928.784788 = -698965.479790
  nChanged 187
		SP:Iteration 20F (183490.170000 sec): 3 clusters
  Score: Raw -702017.979650 + Penalty 2928.784788 = -699089.194862
  nChanged 140
		SP:Iteration 21Q (183490.350000 sec): 3 clusters
  Score: Raw -702106.676790 + Penalty 2928.784788 = -699177.892002
  nChanged 134
		SP:Iteration 22Q (183490.570000 sec): 3 clusters
  Score: Raw -702178.021112 + Penalty 2928.784788 = -699249.236324
  nChanged 106
		SP:Iteration 23Q (183490.790000 sec): 3 clusters
  Score: Raw -702233.908767 + Penalty 2928.784788 = -699305.123979
  nChanged 88
		SP:Iteration 24Q (183491.040000 sec): 3 clusters
  Score: Raw -702278.402701 + Penalty 2928.784788 = -699349.617913
  nChanged 84
		SP:Iteration 25Q (183491.230000 sec): 3 clusters
  Score: Raw -702323.471220 + Penalty 2928.784788 = -699394.686432
  nChanged 82
		SP:Iteration 26Q (183491.480000 sec): 3 clusters
  Score: Raw -702369.798870 + Penalty 2928.784788 = -699441.014082
  nChanged 66
		SP:Iteration 27Q (183491.730000 sec): 3 clusters
  Score: Raw -702405.593168 + Penalty 2928.784788 = -699476.808380
  nChanged 69
		SP:Iteration 28Q (183491.960000 sec): 3 clusters
  Score: Raw -702451.022571 + Penalty 2928.784788 = -699522.237783
  nChanged 59
		SP:Iteration 29Q (183492.200000 sec): 3 clusters
  Score: Raw -702483.868258 + Penalty 2928.784788 = -699555.083470
  nChanged 60
		SP:Iteration 30Q (183492.460000 sec): 3 clusters
  Score: Raw -702520.660479 + Penalty 2928.784788 = -699591.875691
  nChanged 60
		SP:Iteration 31Q (183492.690000 sec): 3 clusters
  Score: Raw -702561.920771 + Penalty 2928.784788 = -699633.135983
  nChanged 71
		SP:Iteration 32Q (183492.910000 sec): 3 clusters
  Score: Raw -702607.742298 + Penalty 2928.784788 = -699678.957510
  nChanged 55
		SP:Iteration 33Q (183493.110000 sec): 3 clusters
  Score: Raw -702649.754372 + Penalty 2928.784788 = -699720.969584
  nChanged 52
		SP:Iteration 34Q (183493.340000 sec): 3 clusters
  Score: Raw -702688.537549 + Penalty 2928.784788 = -699759.752761
  nChanged 45
		SP:Iteration 35Q (183493.550000 sec): 3 clusters
  Score: Raw -702721.410963 + Penalty 2928.784788 = -699792.626175
  nChanged 41
		SP:Iteration 36Q (183493.770000 sec): 3 clusters
  Score: Raw -702747.335216 + Penalty 2928.784788 = -699818.550428
  nChanged 30
		SP:Iteration 37Q (183494.020000 sec): 3 clusters
  Score: Raw -702766.051706 + Penalty 2928.784788 = -699837.266918
  nChanged 28
		SP:Iteration 38Q (183494.250000 sec): 3 clusters
  Score: Raw -702789.075922 + Penalty 2928.784788 = -699860.291134
  nChanged 23
		SP:Iteration 39Q (183494.460000 sec): 3 clusters
  Score: Raw -702811.287785 + Penalty 2928.784788 = -699882.502997
  nChanged 27
		SP:Iteration 40F (183494.680000 sec): 3 clusters
  Score: Raw -702834.352053 + Penalty 2928.784788 = -699905.567266
  nChanged 25
		SP:Iteration 41Q (183494.930000 sec): 3 clusters
  Score: Raw -702852.600408 + Penalty 2928.784788 = -699923.815621
  nChanged 26
		SP:Iteration 42Q (183495.130000 sec): 3 clusters
  Score: Raw -702873.002889 + Penalty 2928.784788 = -699944.218101
  nChanged 19
		SP:Iteration 43Q (183495.410000 sec): 3 clusters
  Score: Raw -702887.525243 + Penalty 2928.784788 = -699958.740456
  nChanged 18
		SP:Iteration 44Q (183495.650000 sec): 3 clusters
  Score: Raw -702898.097223 + Penalty 2928.784788 = -699969.312435
  nChanged 15
		SP:Iteration 45Q (183495.920000 sec): 3 clusters
  Score: Raw -702904.172223 + Penalty 2928.784788 = -699975.387435
  nChanged 10
		SP:Iteration 46Q (183496.160000 sec): 3 clusters
  Score: Raw -702908.619748 + Penalty 2928.784788 = -699979.834961
  nChanged 0
		SP:Iteration 47F (183496.410000 sec): 3 clusters
  Score: Raw -702908.619748 + Penalty 2928.784788 = -699979.834961
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 56 (6371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183496.550000 sec): 2 clusters
  Score: Raw -500607.073882 + Penalty 1423.420655 = -499183.653227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183496.730000 sec): 3 clusters
  Score: Raw -497248.855232 + Penalty 2846.841310 = -494402.013923
  nChanged 2627
		SP:Iteration 1F (183496.940000 sec): 3 clusters
  Score: Raw -498767.386999 + Penalty 2846.841310 = -495920.545689
  nChanged 422
		SP:Iteration 2F (183497.210000 sec): 3 clusters
  Score: Raw -499038.535174 + Penalty 2846.841310 = -496191.693864
  nChanged 390
		SP:Iteration 3F (183497.440000 sec): 3 clusters
  Score: Raw -499298.777331 + Penalty 2846.841310 = -496451.936021
  nChanged 370
		SP:Iteration 4F (183497.700000 sec): 3 clusters
  Score: Raw -499576.213820 + Penalty 2846.841310 = -496729.372510
  nChanged 399
		SP:Iteration 5F (183497.880000 sec): 3 clusters
  Score: Raw -499857.626090 + Penalty 2846.841310 = -497010.784780
  nChanged 343
		SP:Iteration 6F (183498.070000 sec): 3 clusters
  Score: Raw -500095.075671 + Penalty 2846.841310 = -497248.234361
  nChanged 326
		SP:Iteration 7F (183498.250000 sec): 3 clusters
  Score: Raw -500306.091674 + Penalty 2846.841310 = -497459.250365
  nChanged 249
		SP:Iteration 8Q (183498.500000 sec): 3 clusters
  Score: Raw -500443.831298 + Penalty 2846.841310 = -497596.989988
  nChanged 195
		SP:Iteration 9Q (183498.720000 sec): 3 clusters
  Score: Raw -500543.401466 + Penalty 2846.841310 = -497696.560157
  nChanged 181
		SP:Iteration 10Q (183498.920000 sec): 3 clusters
  Score: Raw -500662.772467 + Penalty 2846.841310 = -497815.931157
  nChanged 198
		SP:Iteration 11Q (183499.120000 sec): 3 clusters
  Score: Raw -500803.147117 + Penalty 2846.841310 = -497956.305807
  nChanged 184
		SP:Iteration 12Q (183499.360000 sec): 3 clusters
  Score: Raw -500936.811608 + Penalty 2846.841310 = -498089.970299
  nChanged 160
		SP:Iteration 13Q (183499.620000 sec): 3 clusters
  Score: Raw -501047.103853 + Penalty 2846.841310 = -498200.262544
  nChanged 141
		SP:Iteration 14Q (183499.820000 sec): 3 clusters
  Score: Raw -501145.736568 + Penalty 2846.841310 = -498298.895258
  nChanged 122
		SP:Iteration 15Q (183500.020000 sec): 3 clusters
  Score: Raw -501238.237512 + Penalty 2846.841310 = -498391.396203
  nChanged 84
		SP:Iteration 16Q (183500.260000 sec): 3 clusters
  Score: Raw -501301.768674 + Penalty 2846.841310 = -498454.927364
  nChanged 69
		SP:Iteration 17Q (183500.500000 sec): 3 clusters
  Score: Raw -501366.653724 + Penalty 2846.841310 = -498519.812414
  nChanged 62
		SP:Iteration 18Q (183500.670000 sec): 3 clusters
  Score: Raw -501414.782713 + Penalty 2846.841310 = -498567.941403
  nChanged 46
		SP:Iteration 19Q (183500.900000 sec): 3 clusters
  Score: Raw -501447.314651 + Penalty 2846.841310 = -498600.473341
  nChanged 35
		SP:Iteration 20F (183501.100000 sec): 3 clusters
  Score: Raw -501467.221919 + Penalty 2846.841310 = -498620.380609
  nChanged 35
		SP:Iteration 21Q (183501.330000 sec): 3 clusters
  Score: Raw -501481.506034 + Penalty 2846.841310 = -498634.664724
  nChanged 29
		SP:Iteration 22Q (183501.560000 sec): 3 clusters
  Score: Raw -501495.948192 + Penalty 2846.841310 = -498649.106883
  nChanged 23
		SP:Iteration 23Q (183501.760000 sec): 3 clusters
  Score: Raw -501505.530843 + Penalty 2846.841310 = -498658.689533
  nChanged 12
		SP:Iteration 24Q (183501.910000 sec): 3 clusters
  Score: Raw -501508.890500 + Penalty 2846.841310 = -498662.049190
  nChanged 7
		SP:Iteration 25Q (183502.090000 sec): 3 clusters
  Score: Raw -501510.700751 + Penalty 2846.841310 = -498663.859441
  nChanged 6
		SP:Iteration 26Q (183502.300000 sec): 3 clusters
  Score: Raw -501512.576377 + Penalty 2846.841310 = -498665.735068
  nChanged 5
		SP:Iteration 27Q (183502.500000 sec): 3 clusters
  Score: Raw -501514.124459 + Penalty 2846.841310 = -498667.283149
  nChanged 1
		SP:Iteration 28Q (183502.710000 sec): 3 clusters
  Score: Raw -501514.255901 + Penalty 2846.841310 = -498667.414591
  nChanged 1
		SP:Iteration 29Q (183502.980000 sec): 3 clusters
  Score: Raw -501514.847203 + Penalty 2846.841310 = -498668.005893
  nChanged 2
		SP:Iteration 30Q (183503.220000 sec): 3 clusters
  Score: Raw -501515.875588 + Penalty 2846.841310 = -498669.034278
  nChanged 4
		SP:Iteration 31Q (183503.410000 sec): 3 clusters
  Score: Raw -501518.113095 + Penalty 2846.841310 = -498671.271785
  nChanged 6
		SP:Iteration 32Q (183503.660000 sec): 3 clusters
  Score: Raw -501521.688839 + Penalty 2846.841310 = -498674.847529
  nChanged 7
		SP:Iteration 33Q (183503.900000 sec): 3 clusters
  Score: Raw -501524.802751 + Penalty 2846.841310 = -498677.961442
  nChanged 6
		SP:Iteration 34Q (183504.060000 sec): 3 clusters
  Score: Raw -501526.435206 + Penalty 2846.841310 = -498679.593897
  nChanged 6
		SP:Iteration 35Q (183504.310000 sec): 3 clusters
  Score: Raw -501528.012182 + Penalty 2846.841310 = -498681.170872
  nChanged 3
		SP:Iteration 36Q (183504.550000 sec): 3 clusters
  Score: Raw -501529.052874 + Penalty 2846.841310 = -498682.211564
  nChanged 4
		SP:Iteration 37Q (183504.730000 sec): 3 clusters
  Score: Raw -501530.193975 + Penalty 2846.841310 = -498683.352665
  nChanged 3
		SP:Iteration 38Q (183504.950000 sec): 3 clusters
  Score: Raw -501531.167503 + Penalty 2846.841310 = -498684.326194
  nChanged 4
		SP:Iteration 39Q (183505.120000 sec): 3 clusters
  Score: Raw -501532.983615 + Penalty 2846.841310 = -498686.142305
  nChanged 3
		SP:Iteration 40F (183505.350000 sec): 3 clusters
  Score: Raw -501535.599490 + Penalty 2846.841310 = -498688.758180
  nChanged 3
		SP:Iteration 41Q (183505.540000 sec): 3 clusters
  Score: Raw -501536.450015 + Penalty 2846.841310 = -498689.608705
  nChanged 4
		SP:Iteration 42Q (183505.760000 sec): 3 clusters
  Score: Raw -501537.150530 + Penalty 2846.841310 = -498690.309220
  nChanged 1
		SP:Iteration 43Q (183505.990000 sec): 3 clusters
  Score: Raw -501537.534138 + Penalty 2846.841310 = -498690.692829
  nChanged 0
		SP:Iteration 44F (183506.240000 sec): 3 clusters
  Score: Raw -501537.534138 + Penalty 2846.841310 = -498690.692829
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 57 (7023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183506.340000 sec): 2 clusters
  Score: Raw -597785.937145 + Penalty 1439.253685 = -596346.683460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183506.620000 sec): 3 clusters
  Score: Raw -593952.728993 + Penalty 2878.507371 = -591074.221623
  nChanged 2914
		SP:Iteration 1F (183506.830000 sec): 3 clusters
  Score: Raw -595646.488182 + Penalty 2878.507371 = -592767.980811
  nChanged 517
		SP:Iteration 2F (183507.110000 sec): 3 clusters
  Score: Raw -595970.644886 + Penalty 2878.507371 = -593092.137515
  nChanged 431
		SP:Iteration 3F (183507.300000 sec): 3 clusters
  Score: Raw -596190.399708 + Penalty 2878.507371 = -593311.892337
  nChanged 317
		SP:Iteration 4Q (183507.560000 sec): 3 clusters
  Score: Raw -596335.518369 + Penalty 2878.507371 = -593457.010999
  nChanged 241
		SP:Iteration 5Q (183507.770000 sec): 3 clusters
  Score: Raw -596454.966633 + Penalty 2878.507371 = -593576.459263
  nChanged 241
		SP:Iteration 6Q (183507.980000 sec): 3 clusters
  Score: Raw -596580.595668 + Penalty 2878.507371 = -593702.088297
  nChanged 238
		SP:Iteration 7Q (183508.200000 sec): 3 clusters
  Score: Raw -596715.702924 + Penalty 2878.507371 = -593837.195554
  nChanged 265
		SP:Iteration 8Q (183508.420000 sec): 3 clusters
  Score: Raw -596871.411875 + Penalty 2878.507371 = -593992.904504
  nChanged 241
		SP:Iteration 9Q (183508.610000 sec): 3 clusters
  Score: Raw -597015.685611 + Penalty 2878.507371 = -594137.178240
  nChanged 214
		SP:Iteration 10Q (183508.820000 sec): 3 clusters
  Score: Raw -597145.665139 + Penalty 2878.507371 = -594267.157768
  nChanged 216
		SP:Iteration 11Q (183509.060000 sec): 3 clusters
  Score: Raw -597285.553972 + Penalty 2878.507371 = -594407.046602
  nChanged 195
		SP:Iteration 12Q (183509.230000 sec): 3 clusters
  Score: Raw -597409.249664 + Penalty 2878.507371 = -594530.742293
  nChanged 165
		SP:Iteration 13Q (183509.440000 sec): 3 clusters
  Score: Raw -597508.094053 + Penalty 2878.507371 = -594629.586683
  nChanged 133
		SP:Iteration 14Q (183509.650000 sec): 3 clusters
  Score: Raw -597592.213468 + Penalty 2878.507371 = -594713.706098
  nChanged 116
		SP:Iteration 15Q (183509.840000 sec): 3 clusters
  Score: Raw -597661.849308 + Penalty 2878.507371 = -594783.341937
  nChanged 100
		SP:Iteration 16Q (183510.090000 sec): 3 clusters
  Score: Raw -597712.525490 + Penalty 2878.507371 = -594834.018120
  nChanged 67
		SP:Iteration 17Q (183510.270000 sec): 3 clusters
  Score: Raw -597748.267254 + Penalty 2878.507371 = -594869.759884
  nChanged 52
		SP:Iteration 18Q (183510.480000 sec): 3 clusters
  Score: Raw -597775.411909 + Penalty 2878.507371 = -594896.904538
  nChanged 49
		SP:Iteration 19Q (183510.740000 sec): 3 clusters
  Score: Raw -597804.175589 + Penalty 2878.507371 = -594925.668218
  nChanged 45
		SP:Iteration 20F (183510.970000 sec): 3 clusters
  Score: Raw -597828.385366 + Penalty 2878.507371 = -594949.877996
  nChanged 40
		SP:Iteration 21Q (183511.170000 sec): 3 clusters
  Score: Raw -597849.699415 + Penalty 2878.507371 = -594971.192044
  nChanged 29
		SP:Iteration 22Q (183511.370000 sec): 3 clusters
  Score: Raw -597861.692804 + Penalty 2878.507371 = -594983.185433
  nChanged 27
		SP:Iteration 23Q (183511.570000 sec): 3 clusters
  Score: Raw -597879.732681 + Penalty 2878.507371 = -595001.225311
  nChanged 25
		SP:Iteration 24Q (183511.760000 sec): 3 clusters
  Score: Raw -597896.497682 + Penalty 2878.507371 = -595017.990311
  nChanged 32
		SP:Iteration 25Q (183511.980000 sec): 3 clusters
  Score: Raw -597919.255941 + Penalty 2878.507371 = -595040.748571
  nChanged 32
		SP:Iteration 26Q (183512.140000 sec): 3 clusters
  Score: Raw -597939.118273 + Penalty 2878.507371 = -595060.610903
  nChanged 23
		SP:Iteration 27Q (183512.340000 sec): 3 clusters
  Score: Raw -597951.632913 + Penalty 2878.507371 = -595073.125542
  nChanged 14
		SP:Iteration 28Q (183512.530000 sec): 3 clusters
  Score: Raw -597961.190312 + Penalty 2878.507371 = -595082.682941
  nChanged 21
		SP:Iteration 29Q (183512.710000 sec): 3 clusters
  Score: Raw -597976.258717 + Penalty 2878.507371 = -595097.751347
  nChanged 17
		SP:Iteration 30Q (183512.900000 sec): 3 clusters
  Score: Raw -597985.830668 + Penalty 2878.507371 = -595107.323298
  nChanged 13
		SP:Iteration 31Q (183513.090000 sec): 3 clusters
  Score: Raw -597991.041105 + Penalty 2878.507371 = -595112.533735
  nChanged 7
		SP:Iteration 32Q (183513.320000 sec): 3 clusters
  Score: Raw -597994.489070 + Penalty 2878.507371 = -595115.981699
  nChanged 9
		SP:Iteration 33Q (183513.480000 sec): 3 clusters
  Score: Raw -597998.173751 + Penalty 2878.507371 = -595119.666381
  nChanged 9
		SP:Iteration 34Q (183513.680000 sec): 3 clusters
  Score: Raw -598002.788701 + Penalty 2878.507371 = -595124.281330
  nChanged 7
		SP:Iteration 35Q (183513.910000 sec): 3 clusters
  Score: Raw -598007.633859 + Penalty 2878.507371 = -595129.126488
  nChanged 8
		SP:Iteration 36Q (183514.110000 sec): 3 clusters
  Score: Raw -598011.877869 + Penalty 2878.507371 = -595133.370499
  nChanged 8
		SP:Iteration 37Q (183514.320000 sec): 3 clusters
  Score: Raw -598016.252268 + Penalty 2878.507371 = -595137.744897
  nChanged 4
		SP:Iteration 38Q (183514.590000 sec): 3 clusters
  Score: Raw -598018.010527 + Penalty 2878.507371 = -595139.503156
  nChanged 2
		SP:Iteration 39Q (183514.770000 sec): 3 clusters
  Score: Raw -598018.677068 + Penalty 2878.507371 = -595140.169697
  nChanged 1
		SP:Iteration 40F (183515.030000 sec): 3 clusters
  Score: Raw -598018.735747 + Penalty 2878.507371 = -595140.228376
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 58 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183515.120000 sec): 2 clusters
  Score: Raw -13125.601970 + Penalty 827.734408 = -12297.867562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183515.300000 sec): 3 clusters
  Score: Raw -13268.372340 + Penalty 1655.468815 = -11612.903525
  nChanged 12
		SP:Iteration 1F (183515.490000 sec): 3 clusters
  Score: Raw -13321.008621 + Penalty 1655.468815 = -11665.539806
  nChanged 3
		SP:Iteration 2Q (183515.650000 sec): 3 clusters
  Score: Raw -13337.443419 + Penalty 1655.468815 = -11681.974603
  nChanged 1
		SP:Iteration 3Q (183515.840000 sec): 3 clusters
  Score: Raw -13339.500096 + Penalty 1655.468815 = -11684.031281
  nChanged 0
		SP:Iteration 4F (183515.990000 sec): 3 clusters
  Score: Raw -13339.500096 + Penalty 1655.468815 = -11684.031281
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 59 (339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183516.130000 sec): 2 clusters
  Score: Raw -26928.187654 + Penalty 946.725017 = -25981.462637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183516.280000 sec): 3 clusters
  Score: Raw -26950.955079 + Penalty 1893.450035 = -25057.505044
  nChanged 56
		SP:Iteration 1F (183516.440000 sec): 3 clusters
  Score: Raw -27074.147369 + Penalty 1893.450035 = -25180.697334
  nChanged 22
		SP:Iteration 2F (183516.600000 sec): 3 clusters
  Score: Raw -27141.648411 + Penalty 1893.450035 = -25248.198376
  nChanged 7
		SP:Iteration 3Q (183516.820000 sec): 3 clusters
  Score: Raw -27161.179161 + Penalty 1893.450035 = -25267.729126
  nChanged 2
		SP:Iteration 4Q (183517.000000 sec): 3 clusters
  Score: Raw -27167.734413 + Penalty 1893.450035 = -25274.284379
  nChanged 1
		SP:Iteration 5Q (183517.160000 sec): 3 clusters
  Score: Raw -27172.302210 + Penalty 1893.450035 = -25278.852175
  nChanged 1
		SP:Iteration 6Q (183517.360000 sec): 3 clusters
  Score: Raw -27177.095542 + Penalty 1893.450035 = -25283.645507
  nChanged 0
		SP:Iteration 7F (183517.590000 sec): 3 clusters
  Score: Raw -27177.095542 + Penalty 1893.450035 = -25283.645507
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 60 (23764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183517.760000 sec): 2 clusters
  Score: Raw -1931502.378735 + Penalty 1637.338155 = -1929865.040580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183518.090000 sec): 3 clusters
  Score: Raw -1916934.034372 + Penalty 3274.676311 = -1913659.358062
  nChanged 10967
		SP:Iteration 1F (183518.380000 sec): 3 clusters
  Score: Raw -1923371.807008 + Penalty 3274.676311 = -1920097.130697
  nChanged 1429
		SP:Iteration 2F (183518.660000 sec): 3 clusters
  Score: Raw -1924169.415704 + Penalty 3274.676311 = -1920894.739394
  nChanged 1487
		SP:Iteration 3F (183518.930000 sec): 3 clusters
  Score: Raw -1925141.245540 + Penalty 3274.676311 = -1921866.569229
  nChanged 1511
		SP:Iteration 4F (183519.250000 sec): 3 clusters
  Score: Raw -1926145.297448 + Penalty 3274.676311 = -1922870.621137
  nChanged 1388
		SP:Iteration 5F (183519.480000 sec): 3 clusters
  Score: Raw -1927048.794674 + Penalty 3274.676311 = -1923774.118363
  nChanged 1384
		SP:Iteration 6F (183519.750000 sec): 3 clusters
  Score: Raw -1927928.525251 + Penalty 3274.676311 = -1924653.848940
  nChanged 1199
		SP:Iteration 7F (183520.040000 sec): 3 clusters
  Score: Raw -1928607.427954 + Penalty 3274.676311 = -1925332.751643
  nChanged 989
		SP:Iteration 8Q (183520.320000 sec): 3 clusters
  Score: Raw -1929060.414394 + Penalty 3274.676311 = -1925785.738083
  nChanged 850
		SP:Iteration 9Q (183520.620000 sec): 3 clusters
  Score: Raw -1929403.931137 + Penalty 3274.676311 = -1926129.254826
  nChanged 693
		SP:Iteration 10Q (183520.880000 sec): 3 clusters
  Score: Raw -1929696.064420 + Penalty 3274.676311 = -1926421.388109
  nChanged 581
		SP:Iteration 11Q (183521.200000 sec): 3 clusters
  Score: Raw -1929903.232760 + Penalty 3274.676311 = -1926628.556449
  nChanged 481
		SP:Iteration 12Q (183521.480000 sec): 3 clusters
  Score: Raw -1930036.705975 + Penalty 3274.676311 = -1926762.029665
  nChanged 393
		SP:Iteration 13Q (183521.740000 sec): 3 clusters
  Score: Raw -1930144.017629 + Penalty 3274.676311 = -1926869.341318
  nChanged 368
		SP:Iteration 14Q (183522.040000 sec): 3 clusters
  Score: Raw -1930245.693351 + Penalty 3274.676311 = -1926971.017040
  nChanged 340
		SP:Iteration 15Q (183522.300000 sec): 3 clusters
  Score: Raw -1930324.642255 + Penalty 3274.676311 = -1927049.965944
  nChanged 276
		SP:Iteration 16Q (183522.610000 sec): 3 clusters
  Score: Raw -1930377.475144 + Penalty 3274.676311 = -1927102.798834
  nChanged 217
		SP:Iteration 17Q (183522.880000 sec): 3 clusters
  Score: Raw -1930415.233346 + Penalty 3274.676311 = -1927140.557036
  nChanged 185
		SP:Iteration 18Q (183523.160000 sec): 3 clusters
  Score: Raw -1930443.437521 + Penalty 3274.676311 = -1927168.761210
  nChanged 163
		SP:Iteration 19Q (183523.470000 sec): 3 clusters
  Score: Raw -1930468.823569 + Penalty 3274.676311 = -1927194.147259
  nChanged 143
		SP:Iteration 20F (183523.800000 sec): 3 clusters
  Score: Raw -1930490.070090 + Penalty 3274.676311 = -1927215.393780
  nChanged 139
		SP:Iteration 21Q (183524.130000 sec): 3 clusters
  Score: Raw -1930510.513077 + Penalty 3274.676311 = -1927235.836767
  nChanged 128
		SP:Iteration 22Q (183524.490000 sec): 3 clusters
  Score: Raw -1930527.502084 + Penalty 3274.676311 = -1927252.825774
  nChanged 128
		SP:Iteration 23Q (183524.810000 sec): 3 clusters
  Score: Raw -1930544.600507 + Penalty 3274.676311 = -1927269.924196
  nChanged 112
		SP:Iteration 24Q (183525.130000 sec): 3 clusters
  Score: Raw -1930558.576447 + Penalty 3274.676311 = -1927283.900137
  nChanged 114
		SP:Iteration 25Q (183525.380000 sec): 3 clusters
  Score: Raw -1930572.439506 + Penalty 3274.676311 = -1927297.763196
  nChanged 123
		SP:Iteration 26Q (183525.690000 sec): 3 clusters
  Score: Raw -1930586.697483 + Penalty 3274.676311 = -1927312.021173
  nChanged 117
		SP:Iteration 27Q (183525.980000 sec): 3 clusters
  Score: Raw -1930600.734609 + Penalty 3274.676311 = -1927326.058298
  nChanged 121
		SP:Iteration 28Q (183526.350000 sec): 3 clusters
  Score: Raw -1930615.909812 + Penalty 3274.676311 = -1927341.233502
  nChanged 113
		SP:Iteration 29Q (183526.680000 sec): 3 clusters
  Score: Raw -1930629.694734 + Penalty 3274.676311 = -1927355.018423
  nChanged 117
		SP:Iteration 30Q (183526.980000 sec): 3 clusters
  Score: Raw -1930644.794087 + Penalty 3274.676311 = -1927370.117776
  nChanged 109
		SP:Iteration 31Q (183527.280000 sec): 3 clusters
  Score: Raw -1930658.152796 + Penalty 3274.676311 = -1927383.476485
  nChanged 101
		SP:Iteration 32Q (183527.550000 sec): 3 clusters
  Score: Raw -1930671.024278 + Penalty 3274.676311 = -1927396.347968
  nChanged 102
		SP:Iteration 33Q (183527.900000 sec): 3 clusters
  Score: Raw -1930683.683796 + Penalty 3274.676311 = -1927409.007486
  nChanged 121
		SP:Iteration 34Q (183528.230000 sec): 3 clusters
  Score: Raw -1930700.414799 + Penalty 3274.676311 = -1927425.738488
  nChanged 116
		SP:Iteration 35Q (183528.560000 sec): 3 clusters
  Score: Raw -1930715.076805 + Penalty 3274.676311 = -1927440.400494
  nChanged 116
		SP:Iteration 36Q (183528.890000 sec): 3 clusters
  Score: Raw -1930728.819924 + Penalty 3274.676311 = -1927454.143613
  nChanged 122
		SP:Iteration 37Q (183529.190000 sec): 3 clusters
  Score: Raw -1930743.933987 + Penalty 3274.676311 = -1927469.257676
  nChanged 117
		SP:Iteration 38Q (183529.520000 sec): 3 clusters
  Score: Raw -1930758.347895 + Penalty 3274.676311 = -1927483.671585
  nChanged 115
		SP:Iteration 39Q (183529.810000 sec): 3 clusters
  Score: Raw -1930772.940568 + Penalty 3274.676311 = -1927498.264257
  nChanged 115
		SP:Iteration 40F (183530.150000 sec): 3 clusters
  Score: Raw -1930788.489236 + Penalty 3274.676311 = -1927513.812925
  nChanged 143
		SP:Iteration 41Q (183530.450000 sec): 3 clusters
  Score: Raw -1930811.755236 + Penalty 3274.676311 = -1927537.078926
  nChanged 166
		SP:Iteration 42Q (183530.740000 sec): 3 clusters
  Score: Raw -1930841.837836 + Penalty 3274.676311 = -1927567.161526
  nChanged 181
		SP:Iteration 43Q (183531.080000 sec): 3 clusters
  Score: Raw -1930875.082691 + Penalty 3274.676311 = -1927600.406381
  nChanged 197
		SP:Iteration 44Q (183531.340000 sec): 3 clusters
  Score: Raw -1930917.349901 + Penalty 3274.676311 = -1927642.673591
  nChanged 218
		SP:Iteration 45Q (183531.600000 sec): 3 clusters
  Score: Raw -1930965.625286 + Penalty 3274.676311 = -1927690.948976
  nChanged 227
		SP:Iteration 46Q (183531.930000 sec): 3 clusters
  Score: Raw -1931022.027433 + Penalty 3274.676311 = -1927747.351122
  nChanged 238
		SP:Iteration 47Q (183532.240000 sec): 3 clusters
  Score: Raw -1931077.815130 + Penalty 3274.676311 = -1927803.138819
  nChanged 236
		SP:Iteration 48Q (183532.500000 sec): 3 clusters
  Score: Raw -1931129.290087 + Penalty 3274.676311 = -1927854.613776
  nChanged 227
		SP:Iteration 49Q (183532.830000 sec): 3 clusters
  Score: Raw -1931178.971221 + Penalty 3274.676311 = -1927904.294911
  nChanged 239
		SP:Iteration 50Q (183533.170000 sec): 3 clusters
  Score: Raw -1931239.816255 + Penalty 3274.676311 = -1927965.139944
  nChanged 255
		SP:Iteration 51Q (183533.460000 sec): 3 clusters
  Score: Raw -1931305.546858 + Penalty 3274.676311 = -1928030.870547
  nChanged 272
		SP:Iteration 52Q (183533.760000 sec): 3 clusters
  Score: Raw -1931379.746150 + Penalty 3274.676311 = -1928105.069839
  nChanged 272
		SP:Iteration 53Q (183534.030000 sec): 3 clusters
  Score: Raw -1931458.168728 + Penalty 3274.676311 = -1928183.492417
  nChanged 266
		SP:Iteration 54Q (183534.360000 sec): 3 clusters
  Score: Raw -1931541.844519 + Penalty 3274.676311 = -1928267.168209
  nChanged 278
		SP:Iteration 55Q (183534.600000 sec): 3 clusters
  Score: Raw -1931631.484119 + Penalty 3274.676311 = -1928356.807809
  nChanged 282
		SP:Iteration 56Q (183534.860000 sec): 3 clusters
  Score: Raw -1931730.015983 + Penalty 3274.676311 = -1928455.339672
  nChanged 285
		SP:Iteration 57Q (183535.180000 sec): 3 clusters
  Score: Raw -1931820.214250 + Penalty 3274.676311 = -1928545.537939
  nChanged 250
		SP:Iteration 58Q (183535.440000 sec): 3 clusters
  Score: Raw -1931891.164286 + Penalty 3274.676311 = -1928616.487975
  nChanged 220
		SP:Iteration 59Q (183535.770000 sec): 3 clusters
  Score: Raw -1931947.218371 + Penalty 3274.676311 = -1928672.542061
  nChanged 204
		SP:Iteration 60F (183536.040000 sec): 3 clusters
  Score: Raw -1932004.347828 + Penalty 3274.676311 = -1928729.671517
  nChanged 187
		SP:Iteration 61Q (183536.360000 sec): 3 clusters
  Score: Raw -1932050.645906 + Penalty 3274.676311 = -1928775.969595
  nChanged 189
		SP:Iteration 62Q (183536.690000 sec): 3 clusters
  Score: Raw -1932097.709852 + Penalty 3274.676311 = -1928823.033542
  nChanged 182
		SP:Iteration 63Q (183536.970000 sec): 3 clusters
  Score: Raw -1932135.052521 + Penalty 3274.676311 = -1928860.376210
  nChanged 149
		SP:Iteration 64Q (183537.200000 sec): 3 clusters
  Score: Raw -1932164.863376 + Penalty 3274.676311 = -1928890.187066
  nChanged 150
		SP:Iteration 65Q (183537.550000 sec): 3 clusters
  Score: Raw -1932194.846911 + Penalty 3274.676311 = -1928920.170600
  nChanged 139
		SP:Iteration 66Q (183537.780000 sec): 3 clusters
  Score: Raw -1932222.588099 + Penalty 3274.676311 = -1928947.911788
  nChanged 148
		SP:Iteration 67Q (183538.070000 sec): 3 clusters
  Score: Raw -1932252.066809 + Penalty 3274.676311 = -1928977.390498
  nChanged 116
		SP:Iteration 68Q (183538.340000 sec): 3 clusters
  Score: Raw -1932272.559381 + Penalty 3274.676311 = -1928997.883070
  nChanged 111
		SP:Iteration 69Q (183538.640000 sec): 3 clusters
  Score: Raw -1932292.701367 + Penalty 3274.676311 = -1929018.025056
  nChanged 103
		SP:Iteration 70Q (183538.920000 sec): 3 clusters
  Score: Raw -1932311.614677 + Penalty 3274.676311 = -1929036.938366
  nChanged 98
		SP:Iteration 71Q (183539.220000 sec): 3 clusters
  Score: Raw -1932328.259320 + Penalty 3274.676311 = -1929053.583009
  nChanged 95
		SP:Iteration 72Q (183539.540000 sec): 3 clusters
  Score: Raw -1932345.922037 + Penalty 3274.676311 = -1929071.245727
  nChanged 102
		SP:Iteration 73Q (183539.890000 sec): 3 clusters
  Score: Raw -1932365.586092 + Penalty 3274.676311 = -1929090.909782
  nChanged 107
		SP:Iteration 74Q (183540.160000 sec): 3 clusters
  Score: Raw -1932383.527143 + Penalty 3274.676311 = -1929108.850832
  nChanged 97
		SP:Iteration 75Q (183540.470000 sec): 3 clusters
  Score: Raw -1932399.226006 + Penalty 3274.676311 = -1929124.549695
  nChanged 74
		SP:Iteration 76Q (183540.840000 sec): 3 clusters
  Score: Raw -1932409.987375 + Penalty 3274.676311 = -1929135.311065
  nChanged 60
		SP:Iteration 77Q (183541.140000 sec): 3 clusters
  Score: Raw -1932418.884845 + Penalty 3274.676311 = -1929144.208534
  nChanged 52
		SP:Iteration 78Q (183541.470000 sec): 3 clusters
  Score: Raw -1932425.566153 + Penalty 3274.676311 = -1929150.889842
  nChanged 48
		SP:Iteration 79Q (183541.730000 sec): 3 clusters
  Score: Raw -1932430.697613 + Penalty 3274.676311 = -1929156.021303
  nChanged 40
		SP:Iteration 80F (183542.090000 sec): 3 clusters
  Score: Raw -1932436.345019 + Penalty 3274.676311 = -1929161.668708
  nChanged 45
		SP:Iteration 81Q (183542.370000 sec): 3 clusters
  Score: Raw -1932442.778989 + Penalty 3274.676311 = -1929168.102679
  nChanged 40
		SP:Iteration 82Q (183542.670000 sec): 3 clusters
  Score: Raw -1932449.357806 + Penalty 3274.676311 = -1929174.681496
  nChanged 38
		SP:Iteration 83Q (183542.970000 sec): 3 clusters
  Score: Raw -1932454.358857 + Penalty 3274.676311 = -1929179.682546
  nChanged 39
		SP:Iteration 84Q (183543.260000 sec): 3 clusters
  Score: Raw -1932460.887637 + Penalty 3274.676311 = -1929186.211327
  nChanged 45
		SP:Iteration 85Q (183543.520000 sec): 3 clusters
  Score: Raw -1932470.601202 + Penalty 3274.676311 = -1929195.924891
  nChanged 54
		SP:Iteration 86Q (183543.850000 sec): 3 clusters
  Score: Raw -1932482.099152 + Penalty 3274.676311 = -1929207.422841
  nChanged 64
		SP:Iteration 87Q (183544.160000 sec): 3 clusters
  Score: Raw -1932493.081093 + Penalty 3274.676311 = -1929218.404782
  nChanged 54
		SP:Iteration 88Q (183544.430000 sec): 3 clusters
  Score: Raw -1932502.947391 + Penalty 3274.676311 = -1929228.271080
  nChanged 50
		SP:Iteration 89Q (183544.740000 sec): 3 clusters
  Score: Raw -1932511.353839 + Penalty 3274.676311 = -1929236.677528
  nChanged 53
		SP:Iteration 90Q (183544.990000 sec): 3 clusters
  Score: Raw -1932518.561639 + Penalty 3274.676311 = -1929243.885328
  nChanged 44
		SP:Iteration 91Q (183545.290000 sec): 3 clusters
  Score: Raw -1932524.868558 + Penalty 3274.676311 = -1929250.192247
  nChanged 44
		SP:Iteration 92Q (183545.550000 sec): 3 clusters
  Score: Raw -1932530.386815 + Penalty 3274.676311 = -1929255.710505
  nChanged 42
		SP:Iteration 93Q (183545.810000 sec): 3 clusters
  Score: Raw -1932537.660333 + Penalty 3274.676311 = -1929262.984022
  nChanged 42
		SP:Iteration 94Q (183546.120000 sec): 3 clusters
  Score: Raw -1932545.234780 + Penalty 3274.676311 = -1929270.558469
  nChanged 45
		SP:Iteration 95Q (183546.380000 sec): 3 clusters
  Score: Raw -1932552.422426 + Penalty 3274.676311 = -1929277.746115
  nChanged 46
		SP:Iteration 96Q (183546.670000 sec): 3 clusters
  Score: Raw -1932558.563135 + Penalty 3274.676311 = -1929283.886825
  nChanged 45
		SP:Iteration 97Q (183546.950000 sec): 3 clusters
  Score: Raw -1932565.292152 + Penalty 3274.676311 = -1929290.615842
  nChanged 49
		SP:Iteration 98Q (183547.260000 sec): 3 clusters
  Score: Raw -1932572.309330 + Penalty 3274.676311 = -1929297.633019
  nChanged 38
		SP:Iteration 99Q (183547.570000 sec): 3 clusters
  Score: Raw -1932577.386453 + Penalty 3274.676311 = -1929302.710143
  nChanged 34
		SP:Iteration 100F (183547.850000 sec): 3 clusters
  Score: Raw -1932581.052855 + Penalty 3274.676311 = -1929306.376544
  nChanged 31
		SP:Iteration 101Q (183548.210000 sec): 3 clusters
  Score: Raw -1932584.708127 + Penalty 3274.676311 = -1929310.031816
  nChanged 19
		SP:Iteration 102Q (183548.530000 sec): 3 clusters
  Score: Raw -1932586.625259 + Penalty 3274.676311 = -1929311.948948
  nChanged 20
		SP:Iteration 103Q (183548.780000 sec): 3 clusters
  Score: Raw -1932588.684764 + Penalty 3274.676311 = -1929314.008453
  nChanged 20
		SP:Iteration 104Q (183549.070000 sec): 3 clusters
  Score: Raw -1932591.447733 + Penalty 3274.676311 = -1929316.771423
  nChanged 26
		SP:Iteration 105Q (183549.390000 sec): 3 clusters
  Score: Raw -1932594.584006 + Penalty 3274.676311 = -1929319.907695
  nChanged 22
		SP:Iteration 106Q (183549.710000 sec): 3 clusters
  Score: Raw -1932597.213278 + Penalty 3274.676311 = -1929322.536968
  nChanged 21
		SP:Iteration 107Q (183550.030000 sec): 3 clusters
  Score: Raw -1932600.236637 + Penalty 3274.676311 = -1929325.560327
  nChanged 27
		SP:Iteration 108Q (183550.310000 sec): 3 clusters
  Score: Raw -1932602.828115 + Penalty 3274.676311 = -1929328.151805
  nChanged 23
		SP:Iteration 109Q (183550.600000 sec): 3 clusters
  Score: Raw -1932605.405244 + Penalty 3274.676311 = -1929330.728934
  nChanged 15
		SP:Iteration 110Q (183550.920000 sec): 3 clusters
  Score: Raw -1932607.328133 + Penalty 3274.676311 = -1929332.651823
  nChanged 16
		SP:Iteration 111Q (183551.270000 sec): 3 clusters
  Score: Raw -1932609.549355 + Penalty 3274.676311 = -1929334.873044
  nChanged 23
		SP:Iteration 112Q (183551.530000 sec): 3 clusters
  Score: Raw -1932612.623384 + Penalty 3274.676311 = -1929337.947074
  nChanged 26
		SP:Iteration 113Q (183551.810000 sec): 3 clusters
  Score: Raw -1932615.337131 + Penalty 3274.676311 = -1929340.660820
  nChanged 15
		SP:Iteration 114Q (183552.090000 sec): 3 clusters
  Score: Raw -1932616.656221 + Penalty 3274.676311 = -1929341.979911
  nChanged 12
		SP:Iteration 115Q (183552.360000 sec): 3 clusters
  Score: Raw -1932617.982261 + Penalty 3274.676311 = -1929343.305950
  nChanged 14
		SP:Iteration 116Q (183552.670000 sec): 3 clusters
  Score: Raw -1932619.671978 + Penalty 3274.676311 = -1929344.995667
  nChanged 9
		SP:Iteration 117Q (183553.000000 sec): 3 clusters
  Score: Raw -1932620.841176 + Penalty 3274.676311 = -1929346.164865
  nChanged 5
		SP:Iteration 118Q (183553.250000 sec): 3 clusters
  Score: Raw -1932621.391812 + Penalty 3274.676311 = -1929346.715502
  nChanged 5
		SP:Iteration 119Q (183553.590000 sec): 3 clusters
  Score: Raw -1932622.035405 + Penalty 3274.676311 = -1929347.359095
  nChanged 4
		SP:Iteration 120F (183553.860000 sec): 3 clusters
  Score: Raw -1932622.449281 + Penalty 3274.676311 = -1929347.772971
  nChanged 7
		SP:Iteration 121Q (183554.170000 sec): 3 clusters
  Score: Raw -1932623.019411 + Penalty 3274.676311 = -1929348.343101
  nChanged 3
		SP:Iteration 122Q (183554.500000 sec): 3 clusters
  Score: Raw -1932623.178159 + Penalty 3274.676311 = -1929348.501849
  nChanged 1
		SP:Iteration 123Q (183554.830000 sec): 3 clusters
  Score: Raw -1932623.204456 + Penalty 3274.676311 = -1929348.528145
  nChanged 0
		SP:Iteration 124F (183555.120000 sec): 3 clusters
  Score: Raw -1932623.204456 + Penalty 3274.676311 = -1929348.528145
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 61 (15132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183555.310000 sec): 2 clusters
  Score: Raw -1302685.071376 + Penalty 1563.992135 = -1301121.079240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183555.530000 sec): 3 clusters
  Score: Raw -1293821.500161 + Penalty 3127.984270 = -1290693.515891
  nChanged 6705
		SP:Iteration 1F (183555.840000 sec): 3 clusters
  Score: Raw -1297469.828117 + Penalty 3127.984270 = -1294341.843847
  nChanged 804
		SP:Iteration 2F (183556.060000 sec): 3 clusters
  Score: Raw -1297806.891737 + Penalty 3127.984270 = -1294678.907466
  nChanged 797
		SP:Iteration 3F (183556.320000 sec): 3 clusters
  Score: Raw -1298173.450909 + Penalty 3127.984270 = -1295045.466639
  nChanged 819
		SP:Iteration 4F (183556.590000 sec): 3 clusters
  Score: Raw -1298592.752304 + Penalty 3127.984270 = -1295464.768033
  nChanged 846
		SP:Iteration 5F (183556.820000 sec): 3 clusters
  Score: Raw -1299072.001542 + Penalty 3127.984270 = -1295944.017271
  nChanged 873
		SP:Iteration 6F (183557.050000 sec): 3 clusters
  Score: Raw -1299626.036573 + Penalty 3127.984270 = -1296498.052302
  nChanged 883
		SP:Iteration 7F (183557.370000 sec): 3 clusters
  Score: Raw -1300202.103459 + Penalty 3127.984270 = -1297074.119189
  nChanged 795
		SP:Iteration 8F (183557.570000 sec): 3 clusters
  Score: Raw -1300747.972435 + Penalty 3127.984270 = -1297619.988165
  nChanged 701
		SP:Iteration 9Q (183557.820000 sec): 3 clusters
  Score: Raw -1301218.774463 + Penalty 3127.984270 = -1298090.790192
  nChanged 627
		SP:Iteration 10Q (183558.120000 sec): 3 clusters
  Score: Raw -1301712.488602 + Penalty 3127.984270 = -1298584.504331
  nChanged 560
		SP:Iteration 11Q (183558.310000 sec): 3 clusters
  Score: Raw -1302157.610450 + Penalty 3127.984270 = -1299029.626179
  nChanged 516
		SP:Iteration 12Q (183558.550000 sec): 3 clusters
  Score: Raw -1302536.929930 + Penalty 3127.984270 = -1299408.945660
  nChanged 388
		SP:Iteration 13Q (183558.830000 sec): 3 clusters
  Score: Raw -1302772.328111 + Penalty 3127.984270 = -1299644.343840
  nChanged 290
		SP:Iteration 14Q (183559.150000 sec): 3 clusters
  Score: Raw -1302941.036209 + Penalty 3127.984270 = -1299813.051939
  nChanged 249
		SP:Iteration 15Q (183559.400000 sec): 3 clusters
  Score: Raw -1303067.668763 + Penalty 3127.984270 = -1299939.684492
  nChanged 203
		SP:Iteration 16Q (183559.650000 sec): 3 clusters
  Score: Raw -1303149.181158 + Penalty 3127.984270 = -1300021.196888
  nChanged 145
		SP:Iteration 17Q (183559.890000 sec): 3 clusters
  Score: Raw -1303210.303784 + Penalty 3127.984270 = -1300082.319513
  nChanged 146
		SP:Iteration 18Q (183560.070000 sec): 3 clusters
  Score: Raw -1303263.670701 + Penalty 3127.984270 = -1300135.686430
  nChanged 107
		SP:Iteration 19Q (183560.370000 sec): 3 clusters
  Score: Raw -1303300.166395 + Penalty 3127.984270 = -1300172.182124
  nChanged 90
		SP:Iteration 20F (183560.650000 sec): 3 clusters
  Score: Raw -1303319.893113 + Penalty 3127.984270 = -1300191.908843
  nChanged 56
		SP:Iteration 21Q (183560.840000 sec): 3 clusters
  Score: Raw -1303328.330750 + Penalty 3127.984270 = -1300200.346480
  nChanged 31
		SP:Iteration 22Q (183561.100000 sec): 3 clusters
  Score: Raw -1303332.247760 + Penalty 3127.984270 = -1300204.263489
  nChanged 22
		SP:Iteration 23Q (183561.350000 sec): 3 clusters
  Score: Raw -1303334.721685 + Penalty 3127.984270 = -1300206.737415
  nChanged 15
		SP:Iteration 24Q (183561.590000 sec): 3 clusters
  Score: Raw -1303336.139323 + Penalty 3127.984270 = -1300208.155052
  nChanged 15
		SP:Iteration 25Q (183561.830000 sec): 3 clusters
  Score: Raw -1303337.584420 + Penalty 3127.984270 = -1300209.600150
  nChanged 12
		SP:Iteration 26Q (183562.100000 sec): 3 clusters
  Score: Raw -1303338.887180 + Penalty 3127.984270 = -1300210.902910
  nChanged 9
		SP:Iteration 27Q (183562.360000 sec): 3 clusters
  Score: Raw -1303339.907647 + Penalty 3127.984270 = -1300211.923376
  nChanged 7
		SP:Iteration 28Q (183562.610000 sec): 3 clusters
  Score: Raw -1303340.735476 + Penalty 3127.984270 = -1300212.751206
  nChanged 7
		SP:Iteration 29Q (183562.850000 sec): 3 clusters
  Score: Raw -1303341.261348 + Penalty 3127.984270 = -1300213.277077
  nChanged 3
		SP:Iteration 30Q (183563.080000 sec): 3 clusters
  Score: Raw -1303341.486547 + Penalty 3127.984270 = -1300213.502276
  nChanged 3
		SP:Iteration 31Q (183563.320000 sec): 3 clusters
  Score: Raw -1303341.780653 + Penalty 3127.984270 = -1300213.796383
  nChanged 1
		SP:Iteration 32Q (183563.560000 sec): 3 clusters
  Score: Raw -1303341.936506 + Penalty 3127.984270 = -1300213.952235
  nChanged 1
		SP:Iteration 33Q (183563.760000 sec): 3 clusters
  Score: Raw -1303341.979728 + Penalty 3127.984270 = -1300213.995458
  nChanged 0
		SP:Iteration 34F (183563.980000 sec): 3 clusters
  Score: Raw -1303341.979728 + Penalty 3127.984270 = -1300213.995458
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 62 (6956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183564.130000 sec): 2 clusters
  Score: Raw -581602.038644 + Penalty 1437.695980 = -580164.342664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183564.320000 sec): 3 clusters
  Score: Raw -577804.169491 + Penalty 2875.391960 = -574928.777532
  nChanged 2959
		SP:Iteration 1F (183564.510000 sec): 3 clusters
  Score: Raw -579411.898759 + Penalty 2875.391960 = -576536.506800
  nChanged 488
		SP:Iteration 2F (183564.710000 sec): 3 clusters
  Score: Raw -579669.486868 + Penalty 2875.391960 = -576794.094908
  nChanged 395
		SP:Iteration 3F (183564.900000 sec): 3 clusters
  Score: Raw -579866.773418 + Penalty 2875.391960 = -576991.381459
  nChanged 328
		SP:Iteration 4Q (183565.050000 sec): 3 clusters
  Score: Raw -580021.803878 + Penalty 2875.391960 = -577146.411918
  nChanged 276
		SP:Iteration 5Q (183565.260000 sec): 3 clusters
  Score: Raw -580154.338684 + Penalty 2875.391960 = -577278.946724
  nChanged 259
		SP:Iteration 6Q (183565.480000 sec): 3 clusters
  Score: Raw -580279.989694 + Penalty 2875.391960 = -577404.597734
  nChanged 240
		SP:Iteration 7Q (183565.660000 sec): 3 clusters
  Score: Raw -580386.544004 + Penalty 2875.391960 = -577511.152045
  nChanged 230
		SP:Iteration 8Q (183565.860000 sec): 3 clusters
  Score: Raw -580507.920624 + Penalty 2875.391960 = -577632.528665
  nChanged 243
		SP:Iteration 9Q (183566.080000 sec): 3 clusters
  Score: Raw -580647.179796 + Penalty 2875.391960 = -577771.787836
  nChanged 236
		SP:Iteration 10Q (183566.240000 sec): 3 clusters
  Score: Raw -580784.797892 + Penalty 2875.391960 = -577909.405932
  nChanged 238
		SP:Iteration 11Q (183566.480000 sec): 3 clusters
  Score: Raw -580950.294006 + Penalty 2875.391960 = -578074.902046
  nChanged 222
		SP:Iteration 12Q (183566.660000 sec): 3 clusters
  Score: Raw -581109.536214 + Penalty 2875.391960 = -578234.144254
  nChanged 211
		SP:Iteration 13Q (183566.850000 sec): 3 clusters
  Score: Raw -581265.884323 + Penalty 2875.391960 = -578390.492363
  nChanged 199
		SP:Iteration 14Q (183567.030000 sec): 3 clusters
  Score: Raw -581414.486468 + Penalty 2875.391960 = -578539.094508
  nChanged 181
		SP:Iteration 15Q (183567.270000 sec): 3 clusters
  Score: Raw -581542.254540 + Penalty 2875.391960 = -578666.862581
  nChanged 147
		SP:Iteration 16Q (183567.490000 sec): 3 clusters
  Score: Raw -581636.991122 + Penalty 2875.391960 = -578761.599162
  nChanged 128
		SP:Iteration 17Q (183567.730000 sec): 3 clusters
  Score: Raw -581738.306187 + Penalty 2875.391960 = -578862.914228
  nChanged 114
		SP:Iteration 18Q (183568.020000 sec): 3 clusters
  Score: Raw -581835.443848 + Penalty 2875.391960 = -578960.051888
  nChanged 97
		SP:Iteration 19Q (183568.230000 sec): 3 clusters
  Score: Raw -581913.224490 + Penalty 2875.391960 = -579037.832531
  nChanged 86
		SP:Iteration 20F (183568.500000 sec): 3 clusters
  Score: Raw -581974.827235 + Penalty 2875.391960 = -579099.435276
  nChanged 60
		SP:Iteration 21Q (183568.750000 sec): 3 clusters
  Score: Raw -582007.138809 + Penalty 2875.391960 = -579131.746849
  nChanged 55
		SP:Iteration 22Q (183568.940000 sec): 3 clusters
  Score: Raw -582034.127524 + Penalty 2875.391960 = -579158.735565
  nChanged 52
		SP:Iteration 23Q (183569.170000 sec): 3 clusters
  Score: Raw -582060.100073 + Penalty 2875.391960 = -579184.708114
  nChanged 56
		SP:Iteration 24Q (183569.390000 sec): 3 clusters
  Score: Raw -582086.494589 + Penalty 2875.391960 = -579211.102630
  nChanged 43
		SP:Iteration 25Q (183569.630000 sec): 3 clusters
  Score: Raw -582113.766537 + Penalty 2875.391960 = -579238.374578
  nChanged 48
		SP:Iteration 26Q (183569.830000 sec): 3 clusters
  Score: Raw -582140.751441 + Penalty 2875.391960 = -579265.359481
  nChanged 50
		SP:Iteration 27Q (183570.050000 sec): 3 clusters
  Score: Raw -582168.474435 + Penalty 2875.391960 = -579293.082475
  nChanged 38
		SP:Iteration 28Q (183570.280000 sec): 3 clusters
  Score: Raw -582184.565764 + Penalty 2875.391960 = -579309.173805
  nChanged 24
		SP:Iteration 29Q (183570.500000 sec): 3 clusters
  Score: Raw -582196.247137 + Penalty 2875.391960 = -579320.855178
  nChanged 30
		SP:Iteration 30Q (183570.690000 sec): 3 clusters
  Score: Raw -582209.729311 + Penalty 2875.391960 = -579334.337352
  nChanged 29
		SP:Iteration 31Q (183570.930000 sec): 3 clusters
  Score: Raw -582223.659297 + Penalty 2875.391960 = -579348.267337
  nChanged 30
		SP:Iteration 32Q (183571.160000 sec): 3 clusters
  Score: Raw -582237.074909 + Penalty 2875.391960 = -579361.682949
  nChanged 26
		SP:Iteration 33Q (183571.370000 sec): 3 clusters
  Score: Raw -582247.746069 + Penalty 2875.391960 = -579372.354110
  nChanged 22
		SP:Iteration 34Q (183571.620000 sec): 3 clusters
  Score: Raw -582259.493383 + Penalty 2875.391960 = -579384.101424
  nChanged 30
		SP:Iteration 35Q (183571.820000 sec): 3 clusters
  Score: Raw -582275.192071 + Penalty 2875.391960 = -579399.800111
  nChanged 28
		SP:Iteration 36Q (183572.010000 sec): 3 clusters
  Score: Raw -582285.608824 + Penalty 2875.391960 = -579410.216864
  nChanged 24
		SP:Iteration 37Q (183572.200000 sec): 3 clusters
  Score: Raw -582293.363476 + Penalty 2875.391960 = -579417.971517
  nChanged 21
		SP:Iteration 38Q (183572.440000 sec): 3 clusters
  Score: Raw -582299.097570 + Penalty 2875.391960 = -579423.705610
  nChanged 17
		SP:Iteration 39Q (183572.650000 sec): 3 clusters
  Score: Raw -582304.467783 + Penalty 2875.391960 = -579429.075823
  nChanged 16
		SP:Iteration 40F (183572.870000 sec): 3 clusters
  Score: Raw -582312.659848 + Penalty 2875.391960 = -579437.267889
  nChanged 23
		SP:Iteration 41Q (183573.090000 sec): 3 clusters
  Score: Raw -582321.230511 + Penalty 2875.391960 = -579445.838551
  nChanged 22
		SP:Iteration 42Q (183573.340000 sec): 3 clusters
  Score: Raw -582330.590742 + Penalty 2875.391960 = -579455.198783
  nChanged 27
		SP:Iteration 43Q (183573.570000 sec): 3 clusters
  Score: Raw -582338.749193 + Penalty 2875.391960 = -579463.357234
  nChanged 14
		SP:Iteration 44Q (183573.770000 sec): 3 clusters
  Score: Raw -582343.859417 + Penalty 2875.391960 = -579468.467457
  nChanged 10
		SP:Iteration 45Q (183574.020000 sec): 3 clusters
  Score: Raw -582346.466110 + Penalty 2875.391960 = -579471.074151
  nChanged 2
		SP:Iteration 46Q (183574.230000 sec): 3 clusters
  Score: Raw -582346.645269 + Penalty 2875.391960 = -579471.253309
  nChanged 2
		SP:Iteration 47Q (183574.430000 sec): 3 clusters
  Score: Raw -582347.563818 + Penalty 2875.391960 = -579472.171859
  nChanged 3
		SP:Iteration 48Q (183574.630000 sec): 3 clusters
  Score: Raw -582348.167363 + Penalty 2875.391960 = -579472.775404
  nChanged 1
		SP:Iteration 49Q (183574.830000 sec): 3 clusters
  Score: Raw -582348.324159 + Penalty 2875.391960 = -579472.932199
  nChanged 1
		SP:Iteration 50Q (183575.030000 sec): 3 clusters
  Score: Raw -582348.459969 + Penalty 2875.391960 = -579473.068009
  nChanged 1
		SP:Iteration 51Q (183575.250000 sec): 3 clusters
  Score: Raw -582348.663921 + Penalty 2875.391960 = -579473.271962
  nChanged 0
		SP:Iteration 52F (183575.440000 sec): 3 clusters
  Score: Raw -582348.663921 + Penalty 2875.391960 = -579473.271962
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 63 (20153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183575.630000 sec): 2 clusters
  Score: Raw -1560055.740222 + Penalty 1610.555121 = -1558445.185100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183575.870000 sec): 3 clusters
  Score: Raw -1547904.324121 + Penalty 3221.110243 = -1544683.213878
  nChanged 9125
		SP:Iteration 1F (183576.180000 sec): 3 clusters
  Score: Raw -1553261.372129 + Penalty 3221.110243 = -1550040.261886
  nChanged 1295
		SP:Iteration 2F (183576.490000 sec): 3 clusters
  Score: Raw -1553989.354812 + Penalty 3221.110243 = -1550768.244569
  nChanged 1365
		SP:Iteration 3F (183576.720000 sec): 3 clusters
  Score: Raw -1554787.185780 + Penalty 3221.110243 = -1551566.075537
  nChanged 1260
		SP:Iteration 4F (183576.960000 sec): 3 clusters
  Score: Raw -1555545.669790 + Penalty 3221.110243 = -1552324.559547
  nChanged 1199
		SP:Iteration 5F (183577.220000 sec): 3 clusters
  Score: Raw -1556318.934581 + Penalty 3221.110243 = -1553097.824338
  nChanged 1150
		SP:Iteration 6F (183577.510000 sec): 3 clusters
  Score: Raw -1557045.198751 + Penalty 3221.110243 = -1553824.088508
  nChanged 1014
		SP:Iteration 7F (183577.780000 sec): 3 clusters
  Score: Raw -1557659.364752 + Penalty 3221.110243 = -1554438.254509
  nChanged 897
		SP:Iteration 8Q (183578.070000 sec): 3 clusters
  Score: Raw -1558177.390410 + Penalty 3221.110243 = -1554956.280168
  nChanged 731
		SP:Iteration 9Q (183578.400000 sec): 3 clusters
  Score: Raw -1558592.971891 + Penalty 3221.110243 = -1555371.861648
  nChanged 600
		SP:Iteration 10Q (183578.740000 sec): 3 clusters
  Score: Raw -1558876.650006 + Penalty 3221.110243 = -1555655.539763
  nChanged 457
		SP:Iteration 11Q (183579.020000 sec): 3 clusters
  Score: Raw -1559045.538952 + Penalty 3221.110243 = -1555824.428710
  nChanged 347
		SP:Iteration 12Q (183579.290000 sec): 3 clusters
  Score: Raw -1559154.268396 + Penalty 3221.110243 = -1555933.158153
  nChanged 262
		SP:Iteration 13Q (183579.500000 sec): 3 clusters
  Score: Raw -1559238.320059 + Penalty 3221.110243 = -1556017.209816
  nChanged 271
		SP:Iteration 14Q (183579.760000 sec): 3 clusters
  Score: Raw -1559325.382633 + Penalty 3221.110243 = -1556104.272390
  nChanged 233
		SP:Iteration 15Q (183580.000000 sec): 3 clusters
  Score: Raw -1559391.601844 + Penalty 3221.110243 = -1556170.491602
  nChanged 209
		SP:Iteration 16Q (183580.320000 sec): 3 clusters
  Score: Raw -1559454.824458 + Penalty 3221.110243 = -1556233.714215
  nChanged 211
		SP:Iteration 17Q (183580.560000 sec): 3 clusters
  Score: Raw -1559516.371571 + Penalty 3221.110243 = -1556295.261328
  nChanged 190
		SP:Iteration 18Q (183580.850000 sec): 3 clusters
  Score: Raw -1559573.656070 + Penalty 3221.110243 = -1556352.545827
  nChanged 189
		SP:Iteration 19Q (183581.200000 sec): 3 clusters
  Score: Raw -1559626.613852 + Penalty 3221.110243 = -1556405.503609
  nChanged 153
		SP:Iteration 20F (183581.460000 sec): 3 clusters
  Score: Raw -1559673.761117 + Penalty 3221.110243 = -1556452.650874
  nChanged 145
		SP:Iteration 21Q (183581.740000 sec): 3 clusters
  Score: Raw -1559708.354041 + Penalty 3221.110243 = -1556487.243798
  nChanged 136
		SP:Iteration 22Q (183582.020000 sec): 3 clusters
  Score: Raw -1559742.122330 + Penalty 3221.110243 = -1556521.012087
  nChanged 129
		SP:Iteration 23Q (183582.280000 sec): 3 clusters
  Score: Raw -1559769.231645 + Penalty 3221.110243 = -1556548.121402
  nChanged 102
		SP:Iteration 24Q (183582.500000 sec): 3 clusters
  Score: Raw -1559784.899975 + Penalty 3221.110243 = -1556563.789733
  nChanged 90
		SP:Iteration 25Q (183582.820000 sec): 3 clusters
  Score: Raw -1559799.166337 + Penalty 3221.110243 = -1556578.056094
  nChanged 92
		SP:Iteration 26Q (183583.130000 sec): 3 clusters
  Score: Raw -1559813.601406 + Penalty 3221.110243 = -1556592.491163
  nChanged 80
		SP:Iteration 27Q (183583.370000 sec): 3 clusters
  Score: Raw -1559828.638461 + Penalty 3221.110243 = -1556607.528218
  nChanged 89
		SP:Iteration 28Q (183583.610000 sec): 3 clusters
  Score: Raw -1559840.853392 + Penalty 3221.110243 = -1556619.743149
  nChanged 72
		SP:Iteration 29Q (183583.920000 sec): 3 clusters
  Score: Raw -1559850.206785 + Penalty 3221.110243 = -1556629.096542
  nChanged 64
		SP:Iteration 30Q (183584.180000 sec): 3 clusters
  Score: Raw -1559858.908143 + Penalty 3221.110243 = -1556637.797901
  nChanged 67
		SP:Iteration 31Q (183584.440000 sec): 3 clusters
  Score: Raw -1559869.341305 + Penalty 3221.110243 = -1556648.231062
  nChanged 69
		SP:Iteration 32Q (183584.710000 sec): 3 clusters
  Score: Raw -1559882.681502 + Penalty 3221.110243 = -1556661.571259
  nChanged 71
		SP:Iteration 33Q (183585.000000 sec): 3 clusters
  Score: Raw -1559894.341932 + Penalty 3221.110243 = -1556673.231689
  nChanged 63
		SP:Iteration 34Q (183585.270000 sec): 3 clusters
  Score: Raw -1559906.643695 + Penalty 3221.110243 = -1556685.533452
  nChanged 73
		SP:Iteration 35Q (183585.580000 sec): 3 clusters
  Score: Raw -1559921.686644 + Penalty 3221.110243 = -1556700.576401
  nChanged 85
		SP:Iteration 36Q (183585.830000 sec): 3 clusters
  Score: Raw -1559939.470071 + Penalty 3221.110243 = -1556718.359828
  nChanged 82
		SP:Iteration 37Q (183586.160000 sec): 3 clusters
  Score: Raw -1559955.947757 + Penalty 3221.110243 = -1556734.837514
  nChanged 69
		SP:Iteration 38Q (183586.420000 sec): 3 clusters
  Score: Raw -1559971.296036 + Penalty 3221.110243 = -1556750.185794
  nChanged 78
		SP:Iteration 39Q (183586.720000 sec): 3 clusters
  Score: Raw -1559990.823534 + Penalty 3221.110243 = -1556769.713291
  nChanged 95
		SP:Iteration 40F (183587.040000 sec): 3 clusters
  Score: Raw -1560017.059167 + Penalty 3221.110243 = -1556795.948924
  nChanged 123
		SP:Iteration 41Q (183587.310000 sec): 3 clusters
  Score: Raw -1560062.715277 + Penalty 3221.110243 = -1556841.605034
  nChanged 126
		SP:Iteration 42Q (183587.590000 sec): 3 clusters
  Score: Raw -1560115.577068 + Penalty 3221.110243 = -1556894.466825
  nChanged 136
		SP:Iteration 43Q (183587.880000 sec): 3 clusters
  Score: Raw -1560174.991628 + Penalty 3221.110243 = -1556953.881385
  nChanged 135
		SP:Iteration 44Q (183588.140000 sec): 3 clusters
  Score: Raw -1560228.011972 + Penalty 3221.110243 = -1557006.901729
  nChanged 160
		SP:Iteration 45Q (183588.420000 sec): 3 clusters
  Score: Raw -1560290.531291 + Penalty 3221.110243 = -1557069.421048
  nChanged 127
		SP:Iteration 46Q (183588.690000 sec): 3 clusters
  Score: Raw -1560331.341406 + Penalty 3221.110243 = -1557110.231163
  nChanged 99
		SP:Iteration 47Q (183588.950000 sec): 3 clusters
  Score: Raw -1560361.129330 + Penalty 3221.110243 = -1557140.019087
  nChanged 102
		SP:Iteration 48Q (183589.240000 sec): 3 clusters
  Score: Raw -1560386.415447 + Penalty 3221.110243 = -1557165.305204
  nChanged 93
		SP:Iteration 49Q (183589.540000 sec): 3 clusters
  Score: Raw -1560406.157787 + Penalty 3221.110243 = -1557185.047544
  nChanged 80
		SP:Iteration 50Q (183589.760000 sec): 3 clusters
  Score: Raw -1560421.890653 + Penalty 3221.110243 = -1557200.780411
  nChanged 63
		SP:Iteration 51Q (183590.000000 sec): 3 clusters
  Score: Raw -1560432.736298 + Penalty 3221.110243 = -1557211.626056
  nChanged 53
		SP:Iteration 52Q (183590.300000 sec): 3 clusters
  Score: Raw -1560440.207754 + Penalty 3221.110243 = -1557219.097511
  nChanged 47
		SP:Iteration 53Q (183590.650000 sec): 3 clusters
  Score: Raw -1560445.775570 + Penalty 3221.110243 = -1557224.665327
  nChanged 41
		SP:Iteration 54Q (183590.940000 sec): 3 clusters
  Score: Raw -1560450.186103 + Penalty 3221.110243 = -1557229.075860
  nChanged 33
		SP:Iteration 55Q (183591.200000 sec): 3 clusters
  Score: Raw -1560454.095242 + Penalty 3221.110243 = -1557232.984999
  nChanged 28
		SP:Iteration 56Q (183591.510000 sec): 3 clusters
  Score: Raw -1560457.410368 + Penalty 3221.110243 = -1557236.300125
  nChanged 30
		SP:Iteration 57Q (183591.780000 sec): 3 clusters
  Score: Raw -1560461.287606 + Penalty 3221.110243 = -1557240.177363
  nChanged 24
		SP:Iteration 58Q (183592.080000 sec): 3 clusters
  Score: Raw -1560463.695852 + Penalty 3221.110243 = -1557242.585609
  nChanged 19
		SP:Iteration 59Q (183592.380000 sec): 3 clusters
  Score: Raw -1560465.511499 + Penalty 3221.110243 = -1557244.401256
  nChanged 15
		SP:Iteration 60F (183592.620000 sec): 3 clusters
  Score: Raw -1560466.525956 + Penalty 3221.110243 = -1557245.415713
  nChanged 12
		SP:Iteration 61Q (183592.880000 sec): 3 clusters
  Score: Raw -1560467.306239 + Penalty 3221.110243 = -1557246.195996
  nChanged 10
		SP:Iteration 62Q (183593.110000 sec): 3 clusters
  Score: Raw -1560467.786827 + Penalty 3221.110243 = -1557246.676584
  nChanged 6
		SP:Iteration 63Q (183593.370000 sec): 3 clusters
  Score: Raw -1560468.146981 + Penalty 3221.110243 = -1557247.036738
  nChanged 4
		SP:Iteration 64Q (183593.710000 sec): 3 clusters
  Score: Raw -1560468.399860 + Penalty 3221.110243 = -1557247.289617
  nChanged 5
		SP:Iteration 65Q (183593.990000 sec): 3 clusters
  Score: Raw -1560468.716635 + Penalty 3221.110243 = -1557247.606393
  nChanged 3
		SP:Iteration 66Q (183594.190000 sec): 3 clusters
  Score: Raw -1560468.846210 + Penalty 3221.110243 = -1557247.735967
  nChanged 2
		SP:Iteration 67Q (183594.480000 sec): 3 clusters
  Score: Raw -1560468.979687 + Penalty 3221.110243 = -1557247.869444
  nChanged 2
		SP:Iteration 68Q (183594.740000 sec): 3 clusters
  Score: Raw -1560469.096390 + Penalty 3221.110243 = -1557247.986147
  nChanged 1
		SP:Iteration 69Q (183595.090000 sec): 3 clusters
  Score: Raw -1560469.139265 + Penalty 3221.110243 = -1557248.029022
  nChanged 0
		SP:Iteration 70F (183595.360000 sec): 3 clusters
  Score: Raw -1560469.139265 + Penalty 3221.110243 = -1557248.029022
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 64 (3268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183595.470000 sec): 2 clusters
  Score: Raw -234403.262338 + Penalty 1314.939187 = -233088.323151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183595.700000 sec): 3 clusters
  Score: Raw -232798.684039 + Penalty 2629.878373 = -230168.805665
  nChanged 1289
		SP:Iteration 1F (183595.920000 sec): 3 clusters
  Score: Raw -233607.991551 + Penalty 2629.878373 = -230978.113177
  nChanged 271
		SP:Iteration 2F (183596.120000 sec): 3 clusters
  Score: Raw -233825.389279 + Penalty 2629.878373 = -231195.510906
  nChanged 217
		SP:Iteration 3F (183596.300000 sec): 3 clusters
  Score: Raw -234034.210260 + Penalty 2629.878373 = -231404.331887
  nChanged 199
		SP:Iteration 4F (183596.490000 sec): 3 clusters
  Score: Raw -234216.863678 + Penalty 2629.878373 = -231586.985305
  nChanged 175
		SP:Iteration 5F (183596.650000 sec): 3 clusters
  Score: Raw -234396.160566 + Penalty 2629.878373 = -231766.282193
  nChanged 167
		SP:Iteration 6F (183596.840000 sec): 3 clusters
  Score: Raw -234562.696205 + Penalty 2629.878373 = -231932.817831
  nChanged 143
		SP:Iteration 7Q (183597.050000 sec): 3 clusters
  Score: Raw -234713.657957 + Penalty 2629.878373 = -232083.779584
  nChanged 142
		SP:Iteration 8Q (183597.230000 sec): 3 clusters
  Score: Raw -234879.995556 + Penalty 2629.878373 = -232250.117183
  nChanged 141
		SP:Iteration 9Q (183597.430000 sec): 3 clusters
  Score: Raw -235019.428904 + Penalty 2629.878373 = -232389.550531
  nChanged 126
		SP:Iteration 10Q (183597.610000 sec): 3 clusters
  Score: Raw -235160.186761 + Penalty 2629.878373 = -232530.308387
  nChanged 107
		SP:Iteration 11Q (183597.800000 sec): 3 clusters
  Score: Raw -235287.862986 + Penalty 2629.878373 = -232657.984613
  nChanged 80
		SP:Iteration 12Q (183598.000000 sec): 3 clusters
  Score: Raw -235358.892916 + Penalty 2629.878373 = -232729.014542
  nChanged 62
		SP:Iteration 13Q (183598.170000 sec): 3 clusters
  Score: Raw -235402.216229 + Penalty 2629.878373 = -232772.337856
  nChanged 36
		SP:Iteration 14Q (183598.330000 sec): 3 clusters
  Score: Raw -235422.112069 + Penalty 2629.878373 = -232792.233695
  nChanged 26
		SP:Iteration 15Q (183598.500000 sec): 3 clusters
  Score: Raw -235433.713132 + Penalty 2629.878373 = -232803.834758
  nChanged 16
		SP:Iteration 16Q (183598.720000 sec): 3 clusters
  Score: Raw -235438.961919 + Penalty 2629.878373 = -232809.083546
  nChanged 9
		SP:Iteration 17Q (183598.870000 sec): 3 clusters
  Score: Raw -235442.328676 + Penalty 2629.878373 = -232812.450303
  nChanged 7
		SP:Iteration 18Q (183599.070000 sec): 3 clusters
  Score: Raw -235445.081423 + Penalty 2629.878373 = -232815.203050
  nChanged 6
		SP:Iteration 19Q (183599.220000 sec): 3 clusters
  Score: Raw -235447.794789 + Penalty 2629.878373 = -232817.916415
  nChanged 5
		SP:Iteration 20F (183599.420000 sec): 3 clusters
  Score: Raw -235449.486380 + Penalty 2629.878373 = -232819.608007
  nChanged 2
		SP:Iteration 21Q (183599.610000 sec): 3 clusters
  Score: Raw -235450.145022 + Penalty 2629.878373 = -232820.266649
  nChanged 2
		SP:Iteration 22Q (183599.810000 sec): 3 clusters
  Score: Raw -235450.631465 + Penalty 2629.878373 = -232820.753092
  nChanged 1
		SP:Iteration 23Q (183599.990000 sec): 3 clusters
  Score: Raw -235450.690127 + Penalty 2629.878373 = -232820.811754
  nChanged 0
		SP:Iteration 24F (183600.200000 sec): 3 clusters
  Score: Raw -235450.690127 + Penalty 2629.878373 = -232820.811754
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 65 (633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183600.270000 sec): 2 clusters
  Score: Raw -50415.273356 + Penalty 1048.201444 = -49367.071913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183600.500000 sec): 3 clusters
  Score: Raw -50285.350451 + Penalty 2096.402887 = -48188.947564
  nChanged 166
		SP:Iteration 1F (183600.670000 sec): 3 clusters
  Score: Raw -50507.196578 + Penalty 2096.402887 = -48410.793690
  nChanged 60
		SP:Iteration 2F (183600.850000 sec): 3 clusters
  Score: Raw -50647.721686 + Penalty 2096.402887 = -48551.318799
  nChanged 36
		SP:Iteration 3F (183601.010000 sec): 3 clusters
  Score: Raw -50785.445087 + Penalty 2096.402887 = -48689.042200
  nChanged 27
		SP:Iteration 4Q (183601.230000 sec): 3 clusters
  Score: Raw -50896.623433 + Penalty 2096.402887 = -48800.220546
  nChanged 33
		SP:Iteration 5F (183601.390000 sec): 3 clusters
  Score: Raw -51009.667945 + Penalty 2096.402887 = -48913.265057
  nChanged 32
		SP:Iteration 6F (183601.590000 sec): 3 clusters
  Score: Raw -51082.447414 + Penalty 2096.402887 = -48986.044527
  nChanged 25
		SP:Iteration 7Q (183601.760000 sec): 3 clusters
  Score: Raw -51137.717086 + Penalty 2096.402887 = -49041.314199
  nChanged 13
		SP:Iteration 8Q (183601.930000 sec): 3 clusters
  Score: Raw -51164.159058 + Penalty 2096.402887 = -49067.756171
  nChanged 9
		SP:Iteration 9Q (183602.150000 sec): 3 clusters
  Score: Raw -51185.375176 + Penalty 2096.402887 = -49088.972289
  nChanged 9
		SP:Iteration 10Q (183602.290000 sec): 3 clusters
  Score: Raw -51201.587969 + Penalty 2096.402887 = -49105.185082
  nChanged 8
		SP:Iteration 11Q (183602.510000 sec): 3 clusters
  Score: Raw -51220.786122 + Penalty 2096.402887 = -49124.383235
  nChanged 7
		SP:Iteration 12Q (183602.710000 sec): 3 clusters
  Score: Raw -51236.456041 + Penalty 2096.402887 = -49140.053154
  nChanged 5
		SP:Iteration 13Q (183602.890000 sec): 3 clusters
  Score: Raw -51242.717414 + Penalty 2096.402887 = -49146.314527
  nChanged 3
		SP:Iteration 14Q (183603.070000 sec): 3 clusters
  Score: Raw -51249.751611 + Penalty 2096.402887 = -49153.348724
  nChanged 5
		SP:Iteration 15Q (183603.240000 sec): 3 clusters
  Score: Raw -51258.336227 + Penalty 2096.402887 = -49161.933340
  nChanged 4
		SP:Iteration 16Q (183603.410000 sec): 3 clusters
  Score: Raw -51265.541584 + Penalty 2096.402887 = -49169.138697
  nChanged 3
		SP:Iteration 17Q (183603.660000 sec): 3 clusters
  Score: Raw -51270.929919 + Penalty 2096.402887 = -49174.527032
  nChanged 1
		SP:Iteration 18Q (183603.910000 sec): 3 clusters
  Score: Raw -51271.861371 + Penalty 2096.402887 = -49175.458484
  nChanged 1
		SP:Iteration 19Q (183604.050000 sec): 3 clusters
  Score: Raw -51273.033484 + Penalty 2096.402887 = -49176.630597
  nChanged 1
		SP:Iteration 20F (183604.250000 sec): 3 clusters
  Score: Raw -51274.686141 + Penalty 2096.402887 = -49178.283253
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 66 (7198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183604.420000 sec): 2 clusters
  Score: Raw -607117.614448 + Penalty 1443.253254 = -605674.361194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183604.610000 sec): 3 clusters
  Score: Raw -603261.543716 + Penalty 2886.506509 = -600375.037207
  nChanged 2924
		SP:Iteration 1F (183604.830000 sec): 3 clusters
  Score: Raw -604774.009069 + Penalty 2886.506509 = -601887.502561
  nChanged 495
		SP:Iteration 2F (183605.050000 sec): 3 clusters
  Score: Raw -605039.978747 + Penalty 2886.506509 = -602153.472239
  nChanged 395
		SP:Iteration 3F (183605.270000 sec): 3 clusters
  Score: Raw -605236.201793 + Penalty 2886.506509 = -602349.695284
  nChanged 347
		SP:Iteration 4Q (183605.550000 sec): 3 clusters
  Score: Raw -605400.757185 + Penalty 2886.506509 = -602514.250676
  nChanged 296
		SP:Iteration 5Q (183605.770000 sec): 3 clusters
  Score: Raw -605534.815031 + Penalty 2886.506509 = -602648.308522
  nChanged 276
		SP:Iteration 6Q (183606.000000 sec): 3 clusters
  Score: Raw -605666.834464 + Penalty 2886.506509 = -602780.327955
  nChanged 257
		SP:Iteration 7Q (183606.190000 sec): 3 clusters
  Score: Raw -605788.487230 + Penalty 2886.506509 = -602901.980721
  nChanged 250
		SP:Iteration 8Q (183606.430000 sec): 3 clusters
  Score: Raw -605911.396483 + Penalty 2886.506509 = -603024.889974
  nChanged 256
		SP:Iteration 9Q (183606.640000 sec): 3 clusters
  Score: Raw -606060.527515 + Penalty 2886.506509 = -603174.021006
  nChanged 264
		SP:Iteration 10Q (183606.850000 sec): 3 clusters
  Score: Raw -606212.890230 + Penalty 2886.506509 = -603326.383721
  nChanged 270
		SP:Iteration 11Q (183607.070000 sec): 3 clusters
  Score: Raw -606370.881881 + Penalty 2886.506509 = -603484.375372
  nChanged 249
		SP:Iteration 12Q (183607.290000 sec): 3 clusters
  Score: Raw -606508.940246 + Penalty 2886.506509 = -603622.433737
  nChanged 234
		SP:Iteration 13Q (183607.520000 sec): 3 clusters
  Score: Raw -606659.531472 + Penalty 2886.506509 = -603773.024963
  nChanged 226
		SP:Iteration 14Q (183607.780000 sec): 3 clusters
  Score: Raw -606801.012881 + Penalty 2886.506509 = -603914.506372
  nChanged 184
		SP:Iteration 15Q (183607.930000 sec): 3 clusters
  Score: Raw -606905.228328 + Penalty 2886.506509 = -604018.721819
  nChanged 134
		SP:Iteration 16Q (183608.180000 sec): 3 clusters
  Score: Raw -606971.396575 + Penalty 2886.506509 = -604084.890066
  nChanged 100
		SP:Iteration 17Q (183608.460000 sec): 3 clusters
  Score: Raw -607019.689880 + Penalty 2886.506509 = -604133.183371
  nChanged 90
		SP:Iteration 18Q (183608.680000 sec): 3 clusters
  Score: Raw -607061.624547 + Penalty 2886.506509 = -604175.118038
  nChanged 76
		SP:Iteration 19Q (183608.930000 sec): 3 clusters
  Score: Raw -607092.066471 + Penalty 2886.506509 = -604205.559962
  nChanged 69
		SP:Iteration 20F (183609.160000 sec): 3 clusters
  Score: Raw -607117.325181 + Penalty 2886.506509 = -604230.818672
  nChanged 57
		SP:Iteration 21Q (183609.360000 sec): 3 clusters
  Score: Raw -607140.125641 + Penalty 2886.506509 = -604253.619132
  nChanged 60
		SP:Iteration 22Q (183609.590000 sec): 3 clusters
  Score: Raw -607162.627957 + Penalty 2886.506509 = -604276.121448
  nChanged 47
		SP:Iteration 23Q (183609.830000 sec): 3 clusters
  Score: Raw -607178.994300 + Penalty 2886.506509 = -604292.487791
  nChanged 33
		SP:Iteration 24Q (183610.080000 sec): 3 clusters
  Score: Raw -607188.968387 + Penalty 2886.506509 = -604302.461878
  nChanged 28
		SP:Iteration 25Q (183610.300000 sec): 3 clusters
  Score: Raw -607199.451633 + Penalty 2886.506509 = -604312.945125
  nChanged 25
		SP:Iteration 26Q (183610.530000 sec): 3 clusters
  Score: Raw -607208.104857 + Penalty 2886.506509 = -604321.598348
  nChanged 19
		SP:Iteration 27Q (183610.760000 sec): 3 clusters
  Score: Raw -607214.184296 + Penalty 2886.506509 = -604327.677787
  nChanged 20
		SP:Iteration 28Q (183611.020000 sec): 3 clusters
  Score: Raw -607219.967268 + Penalty 2886.506509 = -604333.460759
  nChanged 15
		SP:Iteration 29Q (183611.240000 sec): 3 clusters
  Score: Raw -607223.193280 + Penalty 2886.506509 = -604336.686771
  nChanged 15
		SP:Iteration 30Q (183611.430000 sec): 3 clusters
  Score: Raw -607226.116139 + Penalty 2886.506509 = -604339.609630
  nChanged 16
		SP:Iteration 31Q (183611.680000 sec): 3 clusters
  Score: Raw -607229.647196 + Penalty 2886.506509 = -604343.140687
  nChanged 15
		SP:Iteration 32Q (183611.860000 sec): 3 clusters
  Score: Raw -607233.261312 + Penalty 2886.506509 = -604346.754803
  nChanged 14
		SP:Iteration 33Q (183612.110000 sec): 3 clusters
  Score: Raw -607237.036019 + Penalty 2886.506509 = -604350.529510
  nChanged 14
		SP:Iteration 34Q (183612.360000 sec): 3 clusters
  Score: Raw -607241.313416 + Penalty 2886.506509 = -604354.806907
  nChanged 19
		SP:Iteration 35Q (183612.570000 sec): 3 clusters
  Score: Raw -607246.365631 + Penalty 2886.506509 = -604359.859122
  nChanged 14
		SP:Iteration 36Q (183612.790000 sec): 3 clusters
  Score: Raw -607251.976713 + Penalty 2886.506509 = -604365.470204
  nChanged 11
		SP:Iteration 37Q (183613.020000 sec): 3 clusters
  Score: Raw -607255.210981 + Penalty 2886.506509 = -604368.704472
  nChanged 14
		SP:Iteration 38Q (183613.250000 sec): 3 clusters
  Score: Raw -607260.121417 + Penalty 2886.506509 = -604373.614908
  nChanged 17
		SP:Iteration 39Q (183613.430000 sec): 3 clusters
  Score: Raw -607265.482742 + Penalty 2886.506509 = -604378.976233
  nChanged 17
		SP:Iteration 40F (183613.670000 sec): 3 clusters
  Score: Raw -607271.158752 + Penalty 2886.506509 = -604384.652243
  nChanged 15
		SP:Iteration 41Q (183613.900000 sec): 3 clusters
  Score: Raw -607275.012352 + Penalty 2886.506509 = -604388.505843
  nChanged 9
		SP:Iteration 42Q (183614.120000 sec): 3 clusters
  Score: Raw -607277.477705 + Penalty 2886.506509 = -604390.971196
  nChanged 6
		SP:Iteration 43Q (183614.350000 sec): 3 clusters
  Score: Raw -607278.672286 + Penalty 2886.506509 = -604392.165777
  nChanged 3
		SP:Iteration 44Q (183614.600000 sec): 3 clusters
  Score: Raw -607279.308837 + Penalty 2886.506509 = -604392.802328
  nChanged 5
		SP:Iteration 45Q (183614.830000 sec): 3 clusters
  Score: Raw -607280.487690 + Penalty 2886.506509 = -604393.981181
  nChanged 5
		SP:Iteration 46Q (183615.060000 sec): 3 clusters
  Score: Raw -607281.653759 + Penalty 2886.506509 = -604395.147250
  nChanged 5
		SP:Iteration 47Q (183615.280000 sec): 3 clusters
  Score: Raw -607282.892471 + Penalty 2886.506509 = -604396.385962
  nChanged 1
		SP:Iteration 48Q (183615.430000 sec): 3 clusters
  Score: Raw -607283.004125 + Penalty 2886.506509 = -604396.497616
  nChanged 0
		SP:Iteration 49F (183615.650000 sec): 3 clusters
  Score: Raw -607283.004125 + Penalty 2886.506509 = -604396.497616
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 67 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183615.780000 sec): 2 clusters
  Score: Raw -36397.415947 + Penalty 986.494881 = -35410.921066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183615.960000 sec): 3 clusters
  Score: Raw -36389.088721 + Penalty 1972.989762 = -34416.098959
  nChanged 92
		SP:Iteration 1F (183616.160000 sec): 3 clusters
  Score: Raw -36524.395332 + Penalty 1972.989762 = -34551.405571
  nChanged 16
		SP:Iteration 2Q (183616.340000 sec): 3 clusters
  Score: Raw -36550.402388 + Penalty 1972.989762 = -34577.412627
  nChanged 3
		SP:Iteration 3Q (183616.500000 sec): 3 clusters
  Score: Raw -36555.536154 + Penalty 1972.989762 = -34582.546392
  nChanged 2
		SP:Iteration 4Q (183616.710000 sec): 3 clusters
  Score: Raw -36562.605695 + Penalty 1972.989762 = -34589.615933
  nChanged 2
		SP:Iteration 5Q (183616.870000 sec): 3 clusters
  Score: Raw -36567.497045 + Penalty 1972.989762 = -34594.507283
  nChanged 3
		SP:Iteration 6Q (183617.020000 sec): 3 clusters
  Score: Raw -36572.547368 + Penalty 1972.989762 = -34599.557606
  nChanged 1
		SP:Iteration 7Q (183617.190000 sec): 3 clusters
  Score: Raw -36573.981479 + Penalty 1972.989762 = -34600.991717
  nChanged 0
		SP:Iteration 8F (183617.400000 sec): 3 clusters
  Score: Raw -36573.981479 + Penalty 1972.989762 = -34600.991717
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 68 (14635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183617.540000 sec): 2 clusters
  Score: Raw -1246569.385232 + Penalty 1558.565320 = -1245010.819912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183617.810000 sec): 3 clusters
  Score: Raw -1237970.380249 + Penalty 3117.130640 = -1234853.249610
  nChanged 6523
		SP:Iteration 1F (183618.030000 sec): 3 clusters
  Score: Raw -1241720.861862 + Penalty 3117.130640 = -1238603.731222
  nChanged 945
		SP:Iteration 2F (183618.280000 sec): 3 clusters
  Score: Raw -1242236.324745 + Penalty 3117.130640 = -1239119.194106
  nChanged 898
		SP:Iteration 3F (183618.580000 sec): 3 clusters
  Score: Raw -1242724.654033 + Penalty 3117.130640 = -1239607.523393
  nChanged 860
		SP:Iteration 4F (183618.810000 sec): 3 clusters
  Score: Raw -1243216.730928 + Penalty 3117.130640 = -1240099.600289
  nChanged 808
		SP:Iteration 5F (183619.100000 sec): 3 clusters
  Score: Raw -1243668.945730 + Penalty 3117.130640 = -1240551.815091
  nChanged 711
		SP:Iteration 6Q (183619.330000 sec): 3 clusters
  Score: Raw -1244052.737733 + Penalty 3117.130640 = -1240935.607094
  nChanged 605
		SP:Iteration 7Q (183619.590000 sec): 3 clusters
  Score: Raw -1244388.912594 + Penalty 3117.130640 = -1241271.781954
  nChanged 621
		SP:Iteration 8Q (183619.880000 sec): 3 clusters
  Score: Raw -1244759.326039 + Penalty 3117.130640 = -1241642.195399
  nChanged 544
		SP:Iteration 9Q (183620.170000 sec): 3 clusters
  Score: Raw -1245072.503654 + Penalty 3117.130640 = -1241955.373015
  nChanged 507
		SP:Iteration 10Q (183620.410000 sec): 3 clusters
  Score: Raw -1245329.657538 + Penalty 3117.130640 = -1242212.526899
  nChanged 402
		SP:Iteration 11Q (183620.650000 sec): 3 clusters
  Score: Raw -1245489.675587 + Penalty 3117.130640 = -1242372.544947
  nChanged 308
		SP:Iteration 12Q (183620.890000 sec): 3 clusters
  Score: Raw -1245599.009003 + Penalty 3117.130640 = -1242481.878363
  nChanged 259
		SP:Iteration 13Q (183621.220000 sec): 3 clusters
  Score: Raw -1245676.908093 + Penalty 3117.130640 = -1242559.777453
  nChanged 191
		SP:Iteration 14Q (183621.410000 sec): 3 clusters
  Score: Raw -1245727.271395 + Penalty 3117.130640 = -1242610.140756
  nChanged 171
		SP:Iteration 15Q (183621.670000 sec): 3 clusters
  Score: Raw -1245760.380182 + Penalty 3117.130640 = -1242643.249542
  nChanged 105
		SP:Iteration 16Q (183621.900000 sec): 3 clusters
  Score: Raw -1245776.182309 + Penalty 3117.130640 = -1242659.051670
  nChanged 67
		SP:Iteration 17Q (183622.140000 sec): 3 clusters
  Score: Raw -1245785.146320 + Penalty 3117.130640 = -1242668.015681
  nChanged 60
		SP:Iteration 18Q (183622.370000 sec): 3 clusters
  Score: Raw -1245792.913973 + Penalty 3117.130640 = -1242675.783333
  nChanged 52
		SP:Iteration 19Q (183622.640000 sec): 3 clusters
  Score: Raw -1245799.984084 + Penalty 3117.130640 = -1242682.853445
  nChanged 56
		SP:Iteration 20F (183622.850000 sec): 3 clusters
  Score: Raw -1245807.055987 + Penalty 3117.130640 = -1242689.925348
  nChanged 49
		SP:Iteration 21Q (183623.110000 sec): 3 clusters
  Score: Raw -1245813.530969 + Penalty 3117.130640 = -1242696.400329
  nChanged 57
		SP:Iteration 22Q (183623.370000 sec): 3 clusters
  Score: Raw -1245820.168332 + Penalty 3117.130640 = -1242703.037692
  nChanged 39
		SP:Iteration 23Q (183623.610000 sec): 3 clusters
  Score: Raw -1245824.654923 + Penalty 3117.130640 = -1242707.524283
  nChanged 43
		SP:Iteration 24Q (183623.790000 sec): 3 clusters
  Score: Raw -1245829.233436 + Penalty 3117.130640 = -1242712.102796
  nChanged 36
		SP:Iteration 25Q (183624.050000 sec): 3 clusters
  Score: Raw -1245833.549593 + Penalty 3117.130640 = -1242716.418954
  nChanged 36
		SP:Iteration 26Q (183624.290000 sec): 3 clusters
  Score: Raw -1245839.609781 + Penalty 3117.130640 = -1242722.479141
  nChanged 42
		SP:Iteration 27Q (183624.560000 sec): 3 clusters
  Score: Raw -1245844.876204 + Penalty 3117.130640 = -1242727.745565
  nChanged 50
		SP:Iteration 28Q (183624.820000 sec): 3 clusters
  Score: Raw -1245851.649162 + Penalty 3117.130640 = -1242734.518522
  nChanged 47
		SP:Iteration 29Q (183625.030000 sec): 3 clusters
  Score: Raw -1245857.259418 + Penalty 3117.130640 = -1242740.128778
  nChanged 44
		SP:Iteration 30Q (183625.310000 sec): 3 clusters
  Score: Raw -1245863.130806 + Penalty 3117.130640 = -1242746.000166
  nChanged 45
		SP:Iteration 31Q (183625.580000 sec): 3 clusters
  Score: Raw -1245868.172132 + Penalty 3117.130640 = -1242751.041493
  nChanged 44
		SP:Iteration 32Q (183625.770000 sec): 3 clusters
  Score: Raw -1245873.942328 + Penalty 3117.130640 = -1242756.811688
  nChanged 48
		SP:Iteration 33Q (183626.010000 sec): 3 clusters
  Score: Raw -1245881.601212 + Penalty 3117.130640 = -1242764.470573
  nChanged 56
		SP:Iteration 34Q (183626.280000 sec): 3 clusters
  Score: Raw -1245893.228808 + Penalty 3117.130640 = -1242776.098169
  nChanged 68
		SP:Iteration 35Q (183626.540000 sec): 3 clusters
  Score: Raw -1245908.311225 + Penalty 3117.130640 = -1242791.180585
  nChanged 87
		SP:Iteration 36Q (183626.770000 sec): 3 clusters
  Score: Raw -1245928.182774 + Penalty 3117.130640 = -1242811.052134
  nChanged 84
		SP:Iteration 37Q (183626.980000 sec): 3 clusters
  Score: Raw -1245951.599368 + Penalty 3117.130640 = -1242834.468728
  nChanged 113
		SP:Iteration 38Q (183627.290000 sec): 3 clusters
  Score: Raw -1245984.921908 + Penalty 3117.130640 = -1242867.791269
  nChanged 125
		SP:Iteration 39Q (183627.530000 sec): 3 clusters
  Score: Raw -1246035.717387 + Penalty 3117.130640 = -1242918.586748
  nChanged 150
		SP:Iteration 40F (183627.800000 sec): 3 clusters
  Score: Raw -1246102.475730 + Penalty 3117.130640 = -1242985.345090
  nChanged 163
		SP:Iteration 41Q (183628.030000 sec): 3 clusters
  Score: Raw -1246187.130482 + Penalty 3117.130640 = -1243069.999842
  nChanged 165
		SP:Iteration 42Q (183628.330000 sec): 3 clusters
  Score: Raw -1246271.389344 + Penalty 3117.130640 = -1243154.258704
  nChanged 176
		SP:Iteration 43Q (183628.580000 sec): 3 clusters
  Score: Raw -1246357.782465 + Penalty 3117.130640 = -1243240.651825
  nChanged 177
		SP:Iteration 44Q (183628.810000 sec): 3 clusters
  Score: Raw -1246468.316589 + Penalty 3117.130640 = -1243351.185949
  nChanged 184
		SP:Iteration 45Q (183629.080000 sec): 3 clusters
  Score: Raw -1246583.172957 + Penalty 3117.130640 = -1243466.042317
  nChanged 174
		SP:Iteration 46Q (183629.350000 sec): 3 clusters
  Score: Raw -1246707.800587 + Penalty 3117.130640 = -1243590.669947
  nChanged 170
		SP:Iteration 47Q (183629.560000 sec): 3 clusters
  Score: Raw -1246810.272249 + Penalty 3117.130640 = -1243693.141609
  nChanged 143
		SP:Iteration 48Q (183629.850000 sec): 3 clusters
  Score: Raw -1246876.658585 + Penalty 3117.130640 = -1243759.527945
  nChanged 111
		SP:Iteration 49Q (183630.100000 sec): 3 clusters
  Score: Raw -1246914.166596 + Penalty 3117.130640 = -1243797.035956
  nChanged 74
		SP:Iteration 50Q (183630.340000 sec): 3 clusters
  Score: Raw -1246934.909516 + Penalty 3117.130640 = -1243817.778876
  nChanged 62
		SP:Iteration 51Q (183630.590000 sec): 3 clusters
  Score: Raw -1246952.727303 + Penalty 3117.130640 = -1243835.596663
  nChanged 48
		SP:Iteration 52Q (183630.800000 sec): 3 clusters
  Score: Raw -1246963.358949 + Penalty 3117.130640 = -1243846.228310
  nChanged 32
		SP:Iteration 53Q (183631.030000 sec): 3 clusters
  Score: Raw -1246968.947042 + Penalty 3117.130640 = -1243851.816403
  nChanged 23
		SP:Iteration 54Q (183631.300000 sec): 3 clusters
  Score: Raw -1246972.609301 + Penalty 3117.130640 = -1243855.478661
  nChanged 16
		SP:Iteration 55Q (183631.510000 sec): 3 clusters
  Score: Raw -1246974.585384 + Penalty 3117.130640 = -1243857.454744
  nChanged 10
		SP:Iteration 56Q (183631.760000 sec): 3 clusters
  Score: Raw -1246975.780250 + Penalty 3117.130640 = -1243858.649610
  nChanged 7
		SP:Iteration 57Q (183631.990000 sec): 3 clusters
  Score: Raw -1246976.823237 + Penalty 3117.130640 = -1243859.692598
  nChanged 9
		SP:Iteration 58Q (183632.230000 sec): 3 clusters
  Score: Raw -1246977.721774 + Penalty 3117.130640 = -1243860.591134
  nChanged 5
		SP:Iteration 59Q (183632.450000 sec): 3 clusters
  Score: Raw -1246978.193595 + Penalty 3117.130640 = -1243861.062955
  nChanged 2
		SP:Iteration 60F (183632.740000 sec): 3 clusters
  Score: Raw -1246978.348865 + Penalty 3117.130640 = -1243861.218225
  nChanged 1
		SP:Iteration 61Q (183632.980000 sec): 3 clusters
  Score: Raw -1246978.490753 + Penalty 3117.130640 = -1243861.360113
  nChanged 1
		SP:Iteration 62Q (183633.170000 sec): 3 clusters
  Score: Raw -1246978.576968 + Penalty 3117.130640 = -1243861.446328
  nChanged 0
		SP:Iteration 63F (183633.400000 sec): 3 clusters
  Score: Raw -1246978.576968 + Penalty 3117.130640 = -1243861.446328
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 69 (520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183633.530000 sec): 2 clusters
  Score: Raw -45139.679809 + Penalty 1016.247182 = -44123.432627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183633.730000 sec): 3 clusters
  Score: Raw -45076.328394 + Penalty 2032.494364 = -43043.834031
  nChanged 120
		SP:Iteration 1F (183633.870000 sec): 3 clusters
  Score: Raw -45233.642620 + Penalty 2032.494364 = -43201.148257
  nChanged 28
		SP:Iteration 2F (183634.060000 sec): 3 clusters
  Score: Raw -45272.672313 + Penalty 2032.494364 = -43240.177950
  nChanged 23
		SP:Iteration 3Q (183634.210000 sec): 3 clusters
  Score: Raw -45321.093890 + Penalty 2032.494364 = -43288.599526
  nChanged 22
		SP:Iteration 4Q (183634.420000 sec): 3 clusters
  Score: Raw -45367.681882 + Penalty 2032.494364 = -43335.187518
  nChanged 13
		SP:Iteration 5Q (183634.620000 sec): 3 clusters
  Score: Raw -45385.622448 + Penalty 2032.494364 = -43353.128084
  nChanged 9
		SP:Iteration 6Q (183634.880000 sec): 3 clusters
  Score: Raw -45396.058779 + Penalty 2032.494364 = -43363.564415
  nChanged 7
		SP:Iteration 7Q (183635.040000 sec): 3 clusters
  Score: Raw -45408.176684 + Penalty 2032.494364 = -43375.682320
  nChanged 4
		SP:Iteration 8Q (183635.260000 sec): 3 clusters
  Score: Raw -45412.418469 + Penalty 2032.494364 = -43379.924105
  nChanged 1
		SP:Iteration 9Q (183635.420000 sec): 3 clusters
  Score: Raw -45415.965945 + Penalty 2032.494364 = -43383.471581
  nChanged 1
		SP:Iteration 10Q (183635.610000 sec): 3 clusters
  Score: Raw -45416.586651 + Penalty 2032.494364 = -43384.092287
  nChanged 0
		SP:Iteration 11F (183635.720000 sec): 3 clusters
  Score: Raw -45416.586651 + Penalty 2032.494364 = -43384.092287
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 70 (2051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183635.820000 sec): 2 clusters
  Score: Raw -166565.555243 + Penalty 1239.238448 = -165326.316795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183636.050000 sec): 3 clusters
  Score: Raw -165691.418230 + Penalty 2478.476896 = -163212.941334
  nChanged 726
		SP:Iteration 1F (183636.230000 sec): 3 clusters
  Score: Raw -166137.555831 + Penalty 2478.476896 = -163659.078935
  nChanged 146
		SP:Iteration 2F (183636.440000 sec): 3 clusters
  Score: Raw -166268.320436 + Penalty 2478.476896 = -163789.843540
  nChanged 116
		SP:Iteration 3F (183636.690000 sec): 3 clusters
  Score: Raw -166384.825222 + Penalty 2478.476896 = -163906.348326
  nChanged 86
		SP:Iteration 4Q (183636.920000 sec): 3 clusters
  Score: Raw -166475.125830 + Penalty 2478.476896 = -163996.648934
  nChanged 91
		SP:Iteration 5Q (183637.100000 sec): 3 clusters
  Score: Raw -166553.550376 + Penalty 2478.476896 = -164075.073479
  nChanged 62
		SP:Iteration 6Q (183637.330000 sec): 3 clusters
  Score: Raw -166601.108622 + Penalty 2478.476896 = -164122.631726
  nChanged 48
		SP:Iteration 7Q (183637.490000 sec): 3 clusters
  Score: Raw -166639.364649 + Penalty 2478.476896 = -164160.887753
  nChanged 43
		SP:Iteration 8Q (183637.680000 sec): 3 clusters
  Score: Raw -166667.503938 + Penalty 2478.476896 = -164189.027041
  nChanged 33
		SP:Iteration 9Q (183637.900000 sec): 3 clusters
  Score: Raw -166685.581215 + Penalty 2478.476896 = -164207.104318
  nChanged 25
		SP:Iteration 10Q (183638.070000 sec): 3 clusters
  Score: Raw -166697.858719 + Penalty 2478.476896 = -164219.381823
  nChanged 23
		SP:Iteration 11Q (183638.250000 sec): 3 clusters
  Score: Raw -166709.169103 + Penalty 2478.476896 = -164230.692206
  nChanged 23
		SP:Iteration 12Q (183638.390000 sec): 3 clusters
  Score: Raw -166720.209552 + Penalty 2478.476896 = -164241.732656
  nChanged 19
		SP:Iteration 13Q (183638.600000 sec): 3 clusters
  Score: Raw -166728.210649 + Penalty 2478.476896 = -164249.733753
  nChanged 22
		SP:Iteration 14Q (183638.780000 sec): 3 clusters
  Score: Raw -166739.077846 + Penalty 2478.476896 = -164260.600950
  nChanged 15
		SP:Iteration 15Q (183638.940000 sec): 3 clusters
  Score: Raw -166746.747385 + Penalty 2478.476896 = -164268.270488
  nChanged 16
		SP:Iteration 16Q (183639.180000 sec): 3 clusters
  Score: Raw -166754.835140 + Penalty 2478.476896 = -164276.358244
  nChanged 20
		SP:Iteration 17Q (183639.360000 sec): 3 clusters
  Score: Raw -166765.138050 + Penalty 2478.476896 = -164286.661154
  nChanged 17
		SP:Iteration 18Q (183639.580000 sec): 3 clusters
  Score: Raw -166772.404805 + Penalty 2478.476896 = -164293.927908
  nChanged 16
		SP:Iteration 19Q (183639.790000 sec): 3 clusters
  Score: Raw -166780.789887 + Penalty 2478.476896 = -164302.312990
  nChanged 18
		SP:Iteration 20F (183639.980000 sec): 3 clusters
  Score: Raw -166789.144103 + Penalty 2478.476896 = -164310.667206
  nChanged 15
		SP:Iteration 21Q (183640.160000 sec): 3 clusters
  Score: Raw -166797.148873 + Penalty 2478.476896 = -164318.671976
  nChanged 16
		SP:Iteration 22Q (183640.400000 sec): 3 clusters
  Score: Raw -166806.729770 + Penalty 2478.476896 = -164328.252874
  nChanged 18
		SP:Iteration 23Q (183640.610000 sec): 3 clusters
  Score: Raw -166814.781928 + Penalty 2478.476896 = -164336.305031
  nChanged 10
		SP:Iteration 24Q (183640.820000 sec): 3 clusters
  Score: Raw -166820.554175 + Penalty 2478.476896 = -164342.077278
  nChanged 11
		SP:Iteration 25Q (183641.020000 sec): 3 clusters
  Score: Raw -166826.777517 + Penalty 2478.476896 = -164348.300621
  nChanged 15
		SP:Iteration 26Q (183641.220000 sec): 3 clusters
  Score: Raw -166835.531115 + Penalty 2478.476896 = -164357.054219
  nChanged 15
		SP:Iteration 27Q (183641.420000 sec): 3 clusters
  Score: Raw -166843.770764 + Penalty 2478.476896 = -164365.293867
  nChanged 16
		SP:Iteration 28Q (183641.620000 sec): 3 clusters
  Score: Raw -166854.340260 + Penalty 2478.476896 = -164375.863363
  nChanged 14
		SP:Iteration 29Q (183641.870000 sec): 3 clusters
  Score: Raw -166863.859108 + Penalty 2478.476896 = -164385.382212
  nChanged 15
		SP:Iteration 30Q (183642.030000 sec): 3 clusters
  Score: Raw -166875.284911 + Penalty 2478.476896 = -164396.808014
  nChanged 17
		SP:Iteration 31Q (183642.240000 sec): 3 clusters
  Score: Raw -166887.756060 + Penalty 2478.476896 = -164409.279164
  nChanged 17
		SP:Iteration 32Q (183642.480000 sec): 3 clusters
  Score: Raw -166898.899253 + Penalty 2478.476896 = -164420.422357
  nChanged 11
		SP:Iteration 33Q (183642.660000 sec): 3 clusters
  Score: Raw -166903.757174 + Penalty 2478.476896 = -164425.280278
  nChanged 5
		SP:Iteration 34Q (183642.860000 sec): 3 clusters
  Score: Raw -166906.660417 + Penalty 2478.476896 = -164428.183521
  nChanged 5
		SP:Iteration 35Q (183643.070000 sec): 3 clusters
  Score: Raw -166908.576861 + Penalty 2478.476896 = -164430.099965
  nChanged 2
		SP:Iteration 36Q (183643.290000 sec): 3 clusters
  Score: Raw -166909.744358 + Penalty 2478.476896 = -164431.267461
  nChanged 3
		SP:Iteration 37Q (183643.480000 sec): 3 clusters
  Score: Raw -166910.888959 + Penalty 2478.476896 = -164432.412062
  nChanged 3
		SP:Iteration 38Q (183643.700000 sec): 3 clusters
  Score: Raw -166913.974963 + Penalty 2478.476896 = -164435.498067
  nChanged 5
		SP:Iteration 39Q (183643.840000 sec): 3 clusters
  Score: Raw -166916.809965 + Penalty 2478.476896 = -164438.333068
  nChanged 5
		SP:Iteration 40F (183644.060000 sec): 3 clusters
  Score: Raw -166919.725997 + Penalty 2478.476896 = -164441.249101
  nChanged 3
		SP:Iteration 41Q (183644.270000 sec): 3 clusters
  Score: Raw -166921.997197 + Penalty 2478.476896 = -164443.520301
  nChanged 3
		SP:Iteration 42Q (183644.490000 sec): 3 clusters
  Score: Raw -166923.351691 + Penalty 2478.476896 = -164444.874795
  nChanged 2
		SP:Iteration 43Q (183644.720000 sec): 3 clusters
  Score: Raw -166924.033809 + Penalty 2478.476896 = -164445.556913
  nChanged 1
		SP:Iteration 44Q (183644.880000 sec): 3 clusters
  Score: Raw -166925.640975 + Penalty 2478.476896 = -164447.164079
  nChanged 1
		SP:Iteration 45Q (183645.060000 sec): 3 clusters
  Score: Raw -166926.207021 + Penalty 2478.476896 = -164447.730125
  nChanged 1
		SP:Iteration 46Q (183645.260000 sec): 3 clusters
  Score: Raw -166926.549267 + Penalty 2478.476896 = -164448.072370
  nChanged 0
		SP:Iteration 47F (183645.470000 sec): 3 clusters
  Score: Raw -166926.549267 + Penalty 2478.476896 = -164448.072370
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 71 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183645.540000 sec): 2 clusters
  Score: Raw -36282.560112 + Penalty 977.625538 = -35304.934573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183645.750000 sec): 3 clusters
  Score: Raw -36238.434044 + Penalty 1955.251077 = -34283.182968
  nChanged 92
		SP:Iteration 1F (183645.960000 sec): 3 clusters
  Score: Raw -36396.720753 + Penalty 1955.251077 = -34441.469676
  nChanged 17
		SP:Iteration 2Q (183646.170000 sec): 3 clusters
  Score: Raw -36422.439342 + Penalty 1955.251077 = -34467.188265
  nChanged 5
		SP:Iteration 3Q (183646.340000 sec): 3 clusters
  Score: Raw -36431.444600 + Penalty 1955.251077 = -34476.193523
  nChanged 4
		SP:Iteration 4Q (183646.570000 sec): 3 clusters
  Score: Raw -36443.685595 + Penalty 1955.251077 = -34488.434518
  nChanged 3
		SP:Iteration 5Q (183646.740000 sec): 3 clusters
  Score: Raw -36447.410191 + Penalty 1955.251077 = -34492.159114
  nChanged 2
		SP:Iteration 6Q (183646.930000 sec): 3 clusters
  Score: Raw -36453.184910 + Penalty 1955.251077 = -34497.933833
  nChanged 1
		SP:Iteration 7Q (183647.120000 sec): 3 clusters
  Score: Raw -36454.959841 + Penalty 1955.251077 = -34499.708764
  nChanged 1
		SP:Iteration 8Q (183647.340000 sec): 3 clusters
  Score: Raw -36457.925026 + Penalty 1955.251077 = -34502.673949
  nChanged 0
		SP:Iteration 9F (183647.470000 sec): 3 clusters
  Score: Raw -36457.925026 + Penalty 1955.251077 = -34502.673949
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 72 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183647.580000 sec): 2 clusters
  Score: Raw -22670.541171 + Penalty 899.175792 = -21771.365379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183647.760000 sec): 3 clusters
  Score: Raw -22700.377507 + Penalty 1798.351584 = -20902.025923
  nChanged 32
		SP:Iteration 1F (183647.970000 sec): 3 clusters
  Score: Raw -22762.137651 + Penalty 1798.351584 = -20963.786068
  nChanged 10
		SP:Iteration 2Q (183648.150000 sec): 3 clusters
  Score: Raw -22798.214961 + Penalty 1798.351584 = -20999.863377
  nChanged 3
		SP:Iteration 3Q (183648.340000 sec): 3 clusters
  Score: Raw -22805.184693 + Penalty 1798.351584 = -21006.833109
  nChanged 1
		SP:Iteration 4Q (183648.510000 sec): 3 clusters
  Score: Raw -22814.544306 + Penalty 1798.351584 = -21016.192722
  nChanged 1
		SP:Iteration 5Q (183648.720000 sec): 3 clusters
  Score: Raw -22817.184354 + Penalty 1798.351584 = -21018.832770
  nChanged 0
		SP:Iteration 6F (183648.880000 sec): 3 clusters
  Score: Raw -22817.184354 + Penalty 1798.351584 = -21018.832770
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 73 (8481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183649.040000 sec): 2 clusters
  Score: Raw -681781.935856 + Penalty 1469.907343 = -680312.028514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183649.220000 sec): 3 clusters
  Score: Raw -677122.416066 + Penalty 2939.814685 = -674182.601381
  nChanged 3620
		SP:Iteration 1F (183649.480000 sec): 3 clusters
  Score: Raw -679089.029802 + Penalty 2939.814685 = -676149.215117
  nChanged 582
		SP:Iteration 2F (183649.650000 sec): 3 clusters
  Score: Raw -679377.558609 + Penalty 2939.814685 = -676437.743923
  nChanged 458
		SP:Iteration 3F (183649.880000 sec): 3 clusters
  Score: Raw -679588.074632 + Penalty 2939.814685 = -676648.259947
  nChanged 394
		SP:Iteration 4Q (183650.110000 sec): 3 clusters
  Score: Raw -679753.839326 + Penalty 2939.814685 = -676814.024640
  nChanged 333
		SP:Iteration 5Q (183650.340000 sec): 3 clusters
  Score: Raw -679899.344108 + Penalty 2939.814685 = -676959.529423
  nChanged 316
		SP:Iteration 6Q (183650.570000 sec): 3 clusters
  Score: Raw -680044.429899 + Penalty 2939.814685 = -677104.615214
  nChanged 297
		SP:Iteration 7Q (183650.810000 sec): 3 clusters
  Score: Raw -680179.258703 + Penalty 2939.814685 = -677239.444018
  nChanged 295
		SP:Iteration 8Q (183651.040000 sec): 3 clusters
  Score: Raw -680319.298572 + Penalty 2939.814685 = -677379.483887
  nChanged 302
		SP:Iteration 9Q (183651.260000 sec): 3 clusters
  Score: Raw -680473.722018 + Penalty 2939.814685 = -677533.907333
  nChanged 281
		SP:Iteration 10Q (183651.480000 sec): 3 clusters
  Score: Raw -680613.709903 + Penalty 2939.814685 = -677673.895218
  nChanged 239
		SP:Iteration 11Q (183651.720000 sec): 3 clusters
  Score: Raw -680742.165374 + Penalty 2939.814685 = -677802.350689
  nChanged 251
		SP:Iteration 12Q (183651.970000 sec): 3 clusters
  Score: Raw -680887.754325 + Penalty 2939.814685 = -677947.939640
  nChanged 262
		SP:Iteration 13Q (183652.200000 sec): 3 clusters
  Score: Raw -681060.843060 + Penalty 2939.814685 = -678121.028375
  nChanged 254
		SP:Iteration 14Q (183652.450000 sec): 3 clusters
  Score: Raw -681243.078426 + Penalty 2939.814685 = -678303.263741
  nChanged 246
		SP:Iteration 15Q (183652.640000 sec): 3 clusters
  Score: Raw -681427.920951 + Penalty 2939.814685 = -678488.106266
  nChanged 215
		SP:Iteration 16Q (183652.850000 sec): 3 clusters
  Score: Raw -681571.081510 + Penalty 2939.814685 = -678631.266825
  nChanged 164
		SP:Iteration 17Q (183653.060000 sec): 3 clusters
  Score: Raw -681664.521842 + Penalty 2939.814685 = -678724.707157
  nChanged 130
		SP:Iteration 18Q (183653.240000 sec): 3 clusters
  Score: Raw -681741.156726 + Penalty 2939.814685 = -678801.342041
  nChanged 119
		SP:Iteration 19Q (183653.450000 sec): 3 clusters
  Score: Raw -681808.456426 + Penalty 2939.814685 = -678868.641741
  nChanged 100
		SP:Iteration 20F (183653.680000 sec): 3 clusters
  Score: Raw -681859.737963 + Penalty 2939.814685 = -678919.923278
  nChanged 79
		SP:Iteration 21Q (183653.920000 sec): 3 clusters
  Score: Raw -681896.825606 + Penalty 2939.814685 = -678957.010921
  nChanged 65
		SP:Iteration 22Q (183654.140000 sec): 3 clusters
  Score: Raw -681927.495120 + Penalty 2939.814685 = -678987.680435
  nChanged 62
		SP:Iteration 23Q (183654.320000 sec): 3 clusters
  Score: Raw -681960.023211 + Penalty 2939.814685 = -679020.208526
  nChanged 47
		SP:Iteration 24Q (183654.520000 sec): 3 clusters
  Score: Raw -681986.243880 + Penalty 2939.814685 = -679046.429195
  nChanged 40
		SP:Iteration 25Q (183654.750000 sec): 3 clusters
  Score: Raw -682007.478563 + Penalty 2939.814685 = -679067.663878
  nChanged 39
		SP:Iteration 26Q (183654.980000 sec): 3 clusters
  Score: Raw -682027.032282 + Penalty 2939.814685 = -679087.217597
  nChanged 28
		SP:Iteration 27Q (183655.150000 sec): 3 clusters
  Score: Raw -682038.478479 + Penalty 2939.814685 = -679098.663794
  nChanged 20
		SP:Iteration 28Q (183655.390000 sec): 3 clusters
  Score: Raw -682045.251302 + Penalty 2939.814685 = -679105.436617
  nChanged 13
		SP:Iteration 29Q (183655.600000 sec): 3 clusters
  Score: Raw -682050.867206 + Penalty 2939.814685 = -679111.052521
  nChanged 17
		SP:Iteration 30Q (183655.820000 sec): 3 clusters
  Score: Raw -682055.574997 + Penalty 2939.814685 = -679115.760312
  nChanged 12
		SP:Iteration 31Q (183656.030000 sec): 3 clusters
  Score: Raw -682059.974735 + Penalty 2939.814685 = -679120.160050
  nChanged 10
		SP:Iteration 32Q (183656.230000 sec): 3 clusters
  Score: Raw -682063.339697 + Penalty 2939.814685 = -679123.525012
  nChanged 9
		SP:Iteration 33Q (183656.430000 sec): 3 clusters
  Score: Raw -682067.175708 + Penalty 2939.814685 = -679127.361023
  nChanged 10
		SP:Iteration 34Q (183656.660000 sec): 3 clusters
  Score: Raw -682070.643158 + Penalty 2939.814685 = -679130.828473
  nChanged 8
		SP:Iteration 35Q (183656.840000 sec): 3 clusters
  Score: Raw -682073.417215 + Penalty 2939.814685 = -679133.602530
  nChanged 11
		SP:Iteration 36Q (183657.030000 sec): 3 clusters
  Score: Raw -682079.410461 + Penalty 2939.814685 = -679139.595776
  nChanged 20
		SP:Iteration 37Q (183657.200000 sec): 3 clusters
  Score: Raw -682089.955776 + Penalty 2939.814685 = -679150.141090
  nChanged 22
		SP:Iteration 38Q (183657.410000 sec): 3 clusters
  Score: Raw -682104.122474 + Penalty 2939.814685 = -679164.307789
  nChanged 23
		SP:Iteration 39Q (183657.600000 sec): 3 clusters
  Score: Raw -682117.292385 + Penalty 2939.814685 = -679177.477700
  nChanged 20
		SP:Iteration 40F (183657.800000 sec): 3 clusters
  Score: Raw -682128.192827 + Penalty 2939.814685 = -679188.378142
  nChanged 16
		SP:Iteration 41Q (183658.010000 sec): 3 clusters
  Score: Raw -682135.472642 + Penalty 2939.814685 = -679195.657957
  nChanged 19
		SP:Iteration 42Q (183658.240000 sec): 3 clusters
  Score: Raw -682142.658888 + Penalty 2939.814685 = -679202.844203
  nChanged 16
		SP:Iteration 43Q (183658.450000 sec): 3 clusters
  Score: Raw -682149.729159 + Penalty 2939.814685 = -679209.914474
  nChanged 7
		SP:Iteration 44Q (183658.780000 sec): 3 clusters
  Score: Raw -682153.485960 + Penalty 2939.814685 = -679213.671275
  nChanged 7
		SP:Iteration 45Q (183659.020000 sec): 3 clusters
  Score: Raw -682156.618558 + Penalty 2939.814685 = -679216.803873
  nChanged 6
		SP:Iteration 46Q (183659.260000 sec): 3 clusters
  Score: Raw -682159.931929 + Penalty 2939.814685 = -679220.117244
  nChanged 4
		SP:Iteration 47Q (183659.460000 sec): 3 clusters
  Score: Raw -682162.843715 + Penalty 2939.814685 = -679223.029030
  nChanged 7
		SP:Iteration 48Q (183659.720000 sec): 3 clusters
  Score: Raw -682165.564508 + Penalty 2939.814685 = -679225.749823
  nChanged 3
		SP:Iteration 49Q (183659.940000 sec): 3 clusters
  Score: Raw -682166.289669 + Penalty 2939.814685 = -679226.474984
  nChanged 3
		SP:Iteration 50Q (183660.160000 sec): 3 clusters
  Score: Raw -682167.771688 + Penalty 2939.814685 = -679227.957003
  nChanged 11
		SP:Iteration 51Q (183660.440000 sec): 3 clusters
  Score: Raw -682171.623394 + Penalty 2939.814685 = -679231.808709
  nChanged 8
		SP:Iteration 52Q (183660.660000 sec): 3 clusters
  Score: Raw -682174.826204 + Penalty 2939.814685 = -679235.011519
  nChanged 4
		SP:Iteration 53Q (183660.920000 sec): 3 clusters
  Score: Raw -682176.395695 + Penalty 2939.814685 = -679236.581009
  nChanged 4
		SP:Iteration 54Q (183661.100000 sec): 3 clusters
  Score: Raw -682178.635669 + Penalty 2939.814685 = -679238.820984
  nChanged 5
		SP:Iteration 55Q (183661.350000 sec): 3 clusters
  Score: Raw -682180.027095 + Penalty 2939.814685 = -679240.212410
  nChanged 6
		SP:Iteration 56Q (183661.520000 sec): 3 clusters
  Score: Raw -682182.186430 + Penalty 2939.814685 = -679242.371745
  nChanged 4
		SP:Iteration 57Q (183661.760000 sec): 3 clusters
  Score: Raw -682184.688841 + Penalty 2939.814685 = -679244.874156
  nChanged 4
		SP:Iteration 58Q (183661.990000 sec): 3 clusters
  Score: Raw -682187.273681 + Penalty 2939.814685 = -679247.458996
  nChanged 6
		SP:Iteration 59Q (183662.180000 sec): 3 clusters
  Score: Raw -682190.372671 + Penalty 2939.814685 = -679250.557986
  nChanged 5
		SP:Iteration 60F (183662.400000 sec): 3 clusters
  Score: Raw -682193.745102 + Penalty 2939.814685 = -679253.930417
  nChanged 9
		SP:Iteration 61Q (183662.610000 sec): 3 clusters
  Score: Raw -682198.156265 + Penalty 2939.814685 = -679258.341580
  nChanged 10
		SP:Iteration 62Q (183662.800000 sec): 3 clusters
  Score: Raw -682201.167510 + Penalty 2939.814685 = -679261.352825
  nChanged 6
		SP:Iteration 63Q (183663.000000 sec): 3 clusters
  Score: Raw -682203.008475 + Penalty 2939.814685 = -679263.193790
  nChanged 2
		SP:Iteration 64Q (183663.230000 sec): 3 clusters
  Score: Raw -682203.489190 + Penalty 2939.814685 = -679263.674505
  nChanged 3
		SP:Iteration 65Q (183663.470000 sec): 3 clusters
  Score: Raw -682204.252452 + Penalty 2939.814685 = -679264.437767
  nChanged 2
		SP:Iteration 66Q (183663.660000 sec): 3 clusters
  Score: Raw -682205.401843 + Penalty 2939.814685 = -679265.587158
  nChanged 1
		SP:Iteration 67Q (183663.880000 sec): 3 clusters
  Score: Raw -682205.857490 + Penalty 2939.814685 = -679266.042805
  nChanged 0
		SP:Iteration 68F (183664.150000 sec): 3 clusters
  Score: Raw -682205.857490 + Penalty 2939.814685 = -679266.042805
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 74 (447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183664.260000 sec): 2 clusters
  Score: Raw -36694.764043 + Penalty 991.665772 = -35703.098271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183664.460000 sec): 3 clusters
  Score: Raw -36637.418058 + Penalty 1983.331543 = -34654.086514
  nChanged 82
		SP:Iteration 1F (183664.630000 sec): 3 clusters
  Score: Raw -36760.852058 + Penalty 1983.331543 = -34777.520515
  nChanged 26
		SP:Iteration 2F (183664.780000 sec): 3 clusters
  Score: Raw -36806.235296 + Penalty 1983.331543 = -34822.903753
  nChanged 10
		SP:Iteration 3Q (183664.960000 sec): 3 clusters
  Score: Raw -36820.865178 + Penalty 1983.331543 = -34837.533635
  nChanged 8
		SP:Iteration 4Q (183665.120000 sec): 3 clusters
  Score: Raw -36837.231426 + Penalty 1983.331543 = -34853.899882
  nChanged 5
		SP:Iteration 5Q (183665.300000 sec): 3 clusters
  Score: Raw -36850.412911 + Penalty 1983.331543 = -34867.081368
  nChanged 6
		SP:Iteration 6Q (183665.510000 sec): 3 clusters
  Score: Raw -36863.545552 + Penalty 1983.331543 = -34880.214009
  nChanged 4
		SP:Iteration 7Q (183665.680000 sec): 3 clusters
  Score: Raw -36870.806154 + Penalty 1983.331543 = -34887.474611
  nChanged 4
		SP:Iteration 8Q (183665.850000 sec): 3 clusters
  Score: Raw -36882.265742 + Penalty 1983.331543 = -34898.934198
  nChanged 4
		SP:Iteration 9Q (183666.120000 sec): 3 clusters
  Score: Raw -36888.442409 + Penalty 1983.331543 = -34905.110866
  nChanged 1
		SP:Iteration 10Q (183666.290000 sec): 3 clusters
  Score: Raw -36889.383884 + Penalty 1983.331543 = -34906.052341
  nChanged 1
		SP:Iteration 11Q (183666.490000 sec): 3 clusters
  Score: Raw -36890.569451 + Penalty 1983.331543 = -34907.237908
  nChanged 2
		SP:Iteration 12Q (183666.660000 sec): 3 clusters
  Score: Raw -36893.955913 + Penalty 1983.331543 = -34910.624370
  nChanged 3
		SP:Iteration 13Q (183666.840000 sec): 3 clusters
  Score: Raw -36898.125652 + Penalty 1983.331543 = -34914.794109
  nChanged 2
		SP:Iteration 14Q (183667.030000 sec): 3 clusters
  Score: Raw -36899.127295 + Penalty 1983.331543 = -34915.795752
  nChanged 0
		SP:Iteration 15F (183667.220000 sec): 3 clusters
  Score: Raw -36899.127295 + Penalty 1983.331543 = -34915.795752
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 75 (7194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183667.320000 sec): 2 clusters
  Score: Raw -631183.870585 + Penalty 1443.162926 = -629740.707659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183667.540000 sec): 3 clusters
  Score: Raw -627295.700140 + Penalty 2886.325853 = -624409.374287
  nChanged 3050
		SP:Iteration 1F (183667.800000 sec): 3 clusters
  Score: Raw -628908.804811 + Penalty 2886.325853 = -626022.478958
  nChanged 432
		SP:Iteration 2F (183668.040000 sec): 3 clusters
  Score: Raw -629091.075196 + Penalty 2886.325853 = -626204.749344
  nChanged 309
		SP:Iteration 3Q (183668.260000 sec): 3 clusters
  Score: Raw -629241.472090 + Penalty 2886.325853 = -626355.146237
  nChanged 307
		SP:Iteration 4Q (183668.450000 sec): 3 clusters
  Score: Raw -629406.450863 + Penalty 2886.325853 = -626520.125010
  nChanged 317
		SP:Iteration 5Q (183668.660000 sec): 3 clusters
  Score: Raw -629588.824919 + Penalty 2886.325853 = -626702.499066
  nChanged 319
		SP:Iteration 6Q (183668.840000 sec): 3 clusters
  Score: Raw -629777.860008 + Penalty 2886.325853 = -626891.534155
  nChanged 328
		SP:Iteration 7Q (183669.060000 sec): 3 clusters
  Score: Raw -629994.768956 + Penalty 2886.325853 = -627108.443103
  nChanged 356
		SP:Iteration 8Q (183669.290000 sec): 3 clusters
  Score: Raw -630273.760918 + Penalty 2886.325853 = -627387.435065
  nChanged 332
		SP:Iteration 9Q (183669.480000 sec): 3 clusters
  Score: Raw -630548.502683 + Penalty 2886.325853 = -627662.176831
  nChanged 287
		SP:Iteration 10Q (183669.740000 sec): 3 clusters
  Score: Raw -630800.831574 + Penalty 2886.325853 = -627914.505722
  nChanged 210
		SP:Iteration 11Q (183669.950000 sec): 3 clusters
  Score: Raw -630992.244129 + Penalty 2886.325853 = -628105.918276
  nChanged 150
		SP:Iteration 12Q (183670.180000 sec): 3 clusters
  Score: Raw -631144.180378 + Penalty 2886.325853 = -628257.854525
  nChanged 92
		SP:Iteration 13Q (183670.410000 sec): 3 clusters
  Score: Raw -631243.958139 + Penalty 2886.325853 = -628357.632286
  nChanged 58
		SP:Iteration 14Q (183670.610000 sec): 3 clusters
  Score: Raw -631305.384968 + Penalty 2886.325853 = -628419.059115
  nChanged 29
		SP:Iteration 15Q (183670.850000 sec): 3 clusters
  Score: Raw -631339.769632 + Penalty 2886.325853 = -628453.443779
  nChanged 22
		SP:Iteration 16Q (183671.080000 sec): 3 clusters
  Score: Raw -631363.017980 + Penalty 2886.325853 = -628476.692127
  nChanged 18
		SP:Iteration 17Q (183671.280000 sec): 3 clusters
  Score: Raw -631383.400914 + Penalty 2886.325853 = -628497.075061
  nChanged 9
		SP:Iteration 18Q (183671.520000 sec): 3 clusters
  Score: Raw -631392.543890 + Penalty 2886.325853 = -628506.218037
  nChanged 6
		SP:Iteration 19Q (183671.720000 sec): 3 clusters
  Score: Raw -631400.156452 + Penalty 2886.325853 = -628513.830599
  nChanged 5
		SP:Iteration 20F (183671.950000 sec): 3 clusters
  Score: Raw -631405.203403 + Penalty 2886.325853 = -628518.877551
  nChanged 3
		SP:Iteration 21Q (183672.180000 sec): 3 clusters
  Score: Raw -631407.708586 + Penalty 2886.325853 = -628521.382733
  nChanged 2
		SP:Iteration 22Q (183672.390000 sec): 3 clusters
  Score: Raw -631410.193436 + Penalty 2886.325853 = -628523.867583
  nChanged 0
		SP:Iteration 23F (183672.620000 sec): 3 clusters
  Score: Raw -631410.193436 + Penalty 2886.325853 = -628523.867583
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 76 (524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183672.690000 sec): 2 clusters
  Score: Raw -43314.941122 + Penalty 1017.492399 = -42297.448723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183672.890000 sec): 3 clusters
  Score: Raw -43238.527206 + Penalty 2034.984797 = -41203.542409
  nChanged 107
		SP:Iteration 1F (183673.080000 sec): 3 clusters
  Score: Raw -43401.482457 + Penalty 2034.984797 = -41366.497660
  nChanged 25
		SP:Iteration 2Q (183673.250000 sec): 3 clusters
  Score: Raw -43449.853788 + Penalty 2034.984797 = -41414.868991
  nChanged 13
		SP:Iteration 3Q (183673.420000 sec): 3 clusters
  Score: Raw -43465.970128 + Penalty 2034.984797 = -41430.985330
  nChanged 9
		SP:Iteration 4Q (183673.650000 sec): 3 clusters
  Score: Raw -43483.703259 + Penalty 2034.984797 = -41448.718461
  nChanged 5
		SP:Iteration 5Q (183673.830000 sec): 3 clusters
  Score: Raw -43491.793064 + Penalty 2034.984797 = -41456.808267
  nChanged 2
		SP:Iteration 6Q (183674.050000 sec): 3 clusters
  Score: Raw -43495.071639 + Penalty 2034.984797 = -41460.086842
  nChanged 2
		SP:Iteration 7Q (183674.250000 sec): 3 clusters
  Score: Raw -43497.293709 + Penalty 2034.984797 = -41462.308912
  nChanged 2
		SP:Iteration 8Q (183674.470000 sec): 3 clusters
  Score: Raw -43499.168439 + Penalty 2034.984797 = -41464.183642
  nChanged 0
		SP:Iteration 9F (183674.680000 sec): 3 clusters
  Score: Raw -43499.168439 + Penalty 2034.984797 = -41464.183642
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 77 (4803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183674.790000 sec): 2 clusters
  Score: Raw -381634.257023 + Penalty 1377.511850 = -380256.745173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183675.000000 sec): 3 clusters
  Score: Raw -379179.593322 + Penalty 2755.023701 = -376424.569622
  nChanged 1922
		SP:Iteration 1F (183675.240000 sec): 3 clusters
  Score: Raw -380347.819260 + Penalty 2755.023701 = -377592.795559
  nChanged 426
		SP:Iteration 2F (183675.450000 sec): 3 clusters
  Score: Raw -380685.686156 + Penalty 2755.023701 = -377930.662456
  nChanged 329
		SP:Iteration 3F (183675.650000 sec): 3 clusters
  Score: Raw -380985.124822 + Penalty 2755.023701 = -378230.101122
  nChanged 292
		SP:Iteration 4F (183675.890000 sec): 3 clusters
  Score: Raw -381249.401994 + Penalty 2755.023701 = -378494.378294
  nChanged 246
		SP:Iteration 5F (183676.060000 sec): 3 clusters
  Score: Raw -381424.722759 + Penalty 2755.023701 = -378669.699058
  nChanged 195
		SP:Iteration 6Q (183676.300000 sec): 3 clusters
  Score: Raw -381541.097755 + Penalty 2755.023701 = -378786.074054
  nChanged 174
		SP:Iteration 7Q (183676.490000 sec): 3 clusters
  Score: Raw -381642.076755 + Penalty 2755.023701 = -378887.053054
  nChanged 132
		SP:Iteration 8Q (183676.720000 sec): 3 clusters
  Score: Raw -381715.632815 + Penalty 2755.023701 = -378960.609115
  nChanged 108
		SP:Iteration 9Q (183676.940000 sec): 3 clusters
  Score: Raw -381778.511277 + Penalty 2755.023701 = -379023.487577
  nChanged 109
		SP:Iteration 10Q (183677.120000 sec): 3 clusters
  Score: Raw -381841.855473 + Penalty 2755.023701 = -379086.831773
  nChanged 103
		SP:Iteration 11Q (183677.310000 sec): 3 clusters
  Score: Raw -381900.186159 + Penalty 2755.023701 = -379145.162458
  nChanged 96
		SP:Iteration 12Q (183677.530000 sec): 3 clusters
  Score: Raw -381963.143543 + Penalty 2755.023701 = -379208.119842
  nChanged 86
		SP:Iteration 13Q (183677.740000 sec): 3 clusters
  Score: Raw -382020.382099 + Penalty 2755.023701 = -379265.358399
  nChanged 92
		SP:Iteration 14Q (183677.980000 sec): 3 clusters
  Score: Raw -382067.292535 + Penalty 2755.023701 = -379312.268834
  nChanged 62
		SP:Iteration 15Q (183678.160000 sec): 3 clusters
  Score: Raw -382098.283928 + Penalty 2755.023701 = -379343.260228
  nChanged 60
		SP:Iteration 16Q (183678.400000 sec): 3 clusters
  Score: Raw -382127.985135 + Penalty 2755.023701 = -379372.961434
  nChanged 52
		SP:Iteration 17Q (183678.560000 sec): 3 clusters
  Score: Raw -382155.325802 + Penalty 2755.023701 = -379400.302101
  nChanged 45
		SP:Iteration 18Q (183678.730000 sec): 3 clusters
  Score: Raw -382170.258635 + Penalty 2755.023701 = -379415.234935
  nChanged 23
		SP:Iteration 19Q (183678.960000 sec): 3 clusters
  Score: Raw -382178.708183 + Penalty 2755.023701 = -379423.684482
  nChanged 20
		SP:Iteration 20F (183679.150000 sec): 3 clusters
  Score: Raw -382185.226389 + Penalty 2755.023701 = -379430.202689
  nChanged 18
		SP:Iteration 21Q (183679.390000 sec): 3 clusters
  Score: Raw -382190.096314 + Penalty 2755.023701 = -379435.072613
  nChanged 15
		SP:Iteration 22Q (183679.570000 sec): 3 clusters
  Score: Raw -382194.573601 + Penalty 2755.023701 = -379439.549901
  nChanged 15
		SP:Iteration 23Q (183679.810000 sec): 3 clusters
  Score: Raw -382199.094035 + Penalty 2755.023701 = -379444.070335
  nChanged 14
		SP:Iteration 24Q (183680.010000 sec): 3 clusters
  Score: Raw -382202.284613 + Penalty 2755.023701 = -379447.260913
  nChanged 13
		SP:Iteration 25Q (183680.170000 sec): 3 clusters
  Score: Raw -382207.011923 + Penalty 2755.023701 = -379451.988222
  nChanged 15
		SP:Iteration 26Q (183680.350000 sec): 3 clusters
  Score: Raw -382210.429429 + Penalty 2755.023701 = -379455.405728
  nChanged 10
		SP:Iteration 27Q (183680.530000 sec): 3 clusters
  Score: Raw -382214.321074 + Penalty 2755.023701 = -379459.297373
  nChanged 10
		SP:Iteration 28Q (183680.770000 sec): 3 clusters
  Score: Raw -382218.070669 + Penalty 2755.023701 = -379463.046968
  nChanged 9
		SP:Iteration 29Q (183680.950000 sec): 3 clusters
  Score: Raw -382221.753456 + Penalty 2755.023701 = -379466.729755
  nChanged 16
		SP:Iteration 30Q (183681.160000 sec): 3 clusters
  Score: Raw -382228.211109 + Penalty 2755.023701 = -379473.187408
  nChanged 13
		SP:Iteration 31Q (183681.380000 sec): 3 clusters
  Score: Raw -382232.324821 + Penalty 2755.023701 = -379477.301120
  nChanged 13
		SP:Iteration 32Q (183681.550000 sec): 3 clusters
  Score: Raw -382236.921011 + Penalty 2755.023701 = -379481.897310
  nChanged 11
		SP:Iteration 33Q (183681.760000 sec): 3 clusters
  Score: Raw -382239.944636 + Penalty 2755.023701 = -379484.920935
  nChanged 7
		SP:Iteration 34Q (183681.950000 sec): 3 clusters
  Score: Raw -382241.622125 + Penalty 2755.023701 = -379486.598424
  nChanged 8
		SP:Iteration 35Q (183682.180000 sec): 3 clusters
  Score: Raw -382244.365450 + Penalty 2755.023701 = -379489.341750
  nChanged 4
		SP:Iteration 36Q (183682.330000 sec): 3 clusters
  Score: Raw -382246.236622 + Penalty 2755.023701 = -379491.212921
  nChanged 5
		SP:Iteration 37Q (183682.550000 sec): 3 clusters
  Score: Raw -382247.312433 + Penalty 2755.023701 = -379492.288733
  nChanged 3
		SP:Iteration 38Q (183682.790000 sec): 3 clusters
  Score: Raw -382248.459597 + Penalty 2755.023701 = -379493.435897
  nChanged 2
		SP:Iteration 39Q (183683.000000 sec): 3 clusters
  Score: Raw -382249.011925 + Penalty 2755.023701 = -379493.988224
  nChanged 3
		SP:Iteration 40F (183683.210000 sec): 3 clusters
  Score: Raw -382249.925900 + Penalty 2755.023701 = -379494.902199
  nChanged 4
		SP:Iteration 41Q (183683.360000 sec): 3 clusters
  Score: Raw -382250.773340 + Penalty 2755.023701 = -379495.749639
  nChanged 6
		SP:Iteration 42Q (183683.580000 sec): 3 clusters
  Score: Raw -382252.031603 + Penalty 2755.023701 = -379497.007903
  nChanged 6
		SP:Iteration 43Q (183683.770000 sec): 3 clusters
  Score: Raw -382253.843472 + Penalty 2755.023701 = -379498.819772
  nChanged 3
		SP:Iteration 44Q (183683.970000 sec): 3 clusters
  Score: Raw -382254.715799 + Penalty 2755.023701 = -379499.692099
  nChanged 1
		SP:Iteration 45Q (183684.180000 sec): 3 clusters
  Score: Raw -382254.799364 + Penalty 2755.023701 = -379499.775663
  nChanged 0
		SP:Iteration 46F (183684.370000 sec): 3 clusters
  Score: Raw -382254.799364 + Penalty 2755.023701 = -379499.775663
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 78 (442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183684.470000 sec): 2 clusters
  Score: Raw -36880.723705 + Penalty 989.837856 = -35890.885849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183684.630000 sec): 3 clusters
  Score: Raw -36843.771185 + Penalty 1979.675712 = -34864.095473
  nChanged 87
		SP:Iteration 1F (183684.830000 sec): 3 clusters
  Score: Raw -36981.769808 + Penalty 1979.675712 = -35002.094097
  nChanged 20
		SP:Iteration 2Q (183685.010000 sec): 3 clusters
  Score: Raw -37027.504730 + Penalty 1979.675712 = -35047.829018
  nChanged 11
		SP:Iteration 3Q (183685.170000 sec): 3 clusters
  Score: Raw -37052.091634 + Penalty 1979.675712 = -35072.415922
  nChanged 7
		SP:Iteration 4Q (183685.400000 sec): 3 clusters
  Score: Raw -37070.789434 + Penalty 1979.675712 = -35091.113722
  nChanged 5
		SP:Iteration 5Q (183685.600000 sec): 3 clusters
  Score: Raw -37079.791531 + Penalty 1979.675712 = -35100.115819
  nChanged 5
		SP:Iteration 6Q (183685.830000 sec): 3 clusters
  Score: Raw -37090.377033 + Penalty 1979.675712 = -35110.701321
  nChanged 2
		SP:Iteration 7Q (183686.020000 sec): 3 clusters
  Score: Raw -37092.227068 + Penalty 1979.675712 = -35112.551356
  nChanged 1
		SP:Iteration 8Q (183686.180000 sec): 3 clusters
  Score: Raw -37094.048565 + Penalty 1979.675712 = -35114.372854
  nChanged 0
		SP:Iteration 9F (183686.390000 sec): 3 clusters
  Score: Raw -37094.048565 + Penalty 1979.675712 = -35114.372854
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 79 (3529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183686.510000 sec): 2 clusters
  Score: Raw -296264.606530 + Penalty 1327.425096 = -294937.181434
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183686.730000 sec): 3 clusters
  Score: Raw -294529.673172 + Penalty 2654.850193 = -291874.822980
  nChanged 1349
		SP:Iteration 1F (183686.890000 sec): 3 clusters
  Score: Raw -295332.586530 + Penalty 2654.850193 = -292677.736338
  nChanged 274
		SP:Iteration 2F (183687.080000 sec): 3 clusters
  Score: Raw -295520.017968 + Penalty 2654.850193 = -292865.167775
  nChanged 197
		SP:Iteration 3F (183687.290000 sec): 3 clusters
  Score: Raw -295649.497865 + Penalty 2654.850193 = -292994.647672
  nChanged 179
		SP:Iteration 4F (183687.450000 sec): 3 clusters
  Score: Raw -295781.054427 + Penalty 2654.850193 = -293126.204234
  nChanged 183
		SP:Iteration 5F (183687.660000 sec): 3 clusters
  Score: Raw -295943.977666 + Penalty 2654.850193 = -293289.127473
  nChanged 203
		SP:Iteration 6F (183687.870000 sec): 3 clusters
  Score: Raw -296150.440114 + Penalty 2654.850193 = -293495.589921
  nChanged 194
		SP:Iteration 7F (183688.050000 sec): 3 clusters
  Score: Raw -296313.521717 + Penalty 2654.850193 = -293658.671524
  nChanged 162
		SP:Iteration 8Q (183688.270000 sec): 3 clusters
  Score: Raw -296439.111903 + Penalty 2654.850193 = -293784.261710
  nChanged 122
		SP:Iteration 9Q (183688.450000 sec): 3 clusters
  Score: Raw -296530.173906 + Penalty 2654.850193 = -293875.323713
  nChanged 88
		SP:Iteration 10Q (183688.660000 sec): 3 clusters
  Score: Raw -296587.182167 + Penalty 2654.850193 = -293932.331974
  nChanged 56
		SP:Iteration 11Q (183688.910000 sec): 3 clusters
  Score: Raw -296618.824488 + Penalty 2654.850193 = -293963.974295
  nChanged 41
		SP:Iteration 12Q (183689.090000 sec): 3 clusters
  Score: Raw -296643.290814 + Penalty 2654.850193 = -293988.440622
  nChanged 30
		SP:Iteration 13Q (183689.250000 sec): 3 clusters
  Score: Raw -296658.066503 + Penalty 2654.850193 = -294003.216311
  nChanged 21
		SP:Iteration 14Q (183689.450000 sec): 3 clusters
  Score: Raw -296666.403254 + Penalty 2654.850193 = -294011.553061
  nChanged 10
		SP:Iteration 15Q (183689.700000 sec): 3 clusters
  Score: Raw -296670.195132 + Penalty 2654.850193 = -294015.344939
  nChanged 7
		SP:Iteration 16Q (183689.870000 sec): 3 clusters
  Score: Raw -296671.656937 + Penalty 2654.850193 = -294016.806744
  nChanged 2
		SP:Iteration 17Q (183690.080000 sec): 3 clusters
  Score: Raw -296672.212022 + Penalty 2654.850193 = -294017.361829
  nChanged 4
		SP:Iteration 18Q (183690.280000 sec): 3 clusters
  Score: Raw -296674.217232 + Penalty 2654.850193 = -294019.367039
  nChanged 1
		SP:Iteration 19Q (183690.470000 sec): 3 clusters
  Score: Raw -296674.360227 + Penalty 2654.850193 = -294019.510034
  nChanged 0
		SP:Iteration 20F (183690.630000 sec): 3 clusters
  Score: Raw -296674.360227 + Penalty 2654.850193 = -294019.510034
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 80 (5455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183690.810000 sec): 2 clusters
  Score: Raw -465643.850495 + Penalty 1398.196783 = -464245.653711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183691.010000 sec): 3 clusters
  Score: Raw -462763.738499 + Penalty 2796.393567 = -459967.344932
  nChanged 2218
		SP:Iteration 1F (183691.250000 sec): 3 clusters
  Score: Raw -463945.491409 + Penalty 2796.393567 = -461149.097842
  nChanged 377
		SP:Iteration 2F (183691.450000 sec): 3 clusters
  Score: Raw -464125.080313 + Penalty 2796.393567 = -461328.686746
  nChanged 256
		SP:Iteration 3Q (183691.650000 sec): 3 clusters
  Score: Raw -464244.067939 + Penalty 2796.393567 = -461447.674372
  nChanged 221
		SP:Iteration 4Q (183691.890000 sec): 3 clusters
  Score: Raw -464334.824568 + Penalty 2796.393567 = -461538.431001
  nChanged 152
		SP:Iteration 5Q (183692.060000 sec): 3 clusters
  Score: Raw -464390.305649 + Penalty 2796.393567 = -461593.912082
  nChanged 127
		SP:Iteration 6Q (183692.270000 sec): 3 clusters
  Score: Raw -464434.142122 + Penalty 2796.393567 = -461637.748555
  nChanged 108
		SP:Iteration 7Q (183692.460000 sec): 3 clusters
  Score: Raw -464471.619528 + Penalty 2796.393567 = -461675.225961
  nChanged 104
		SP:Iteration 8Q (183692.680000 sec): 3 clusters
  Score: Raw -464507.323978 + Penalty 2796.393567 = -461710.930411
  nChanged 100
		SP:Iteration 9Q (183692.860000 sec): 3 clusters
  Score: Raw -464539.587837 + Penalty 2796.393567 = -461743.194270
  nChanged 88
		SP:Iteration 10Q (183693.060000 sec): 3 clusters
  Score: Raw -464574.493576 + Penalty 2796.393567 = -461778.100009
  nChanged 91
		SP:Iteration 11Q (183693.290000 sec): 3 clusters
  Score: Raw -464608.284119 + Penalty 2796.393567 = -461811.890552
  nChanged 91
		SP:Iteration 12Q (183693.500000 sec): 3 clusters
  Score: Raw -464645.167306 + Penalty 2796.393567 = -461848.773739
  nChanged 95
		SP:Iteration 13Q (183693.710000 sec): 3 clusters
  Score: Raw -464685.737293 + Penalty 2796.393567 = -461889.343727
  nChanged 106
		SP:Iteration 14Q (183693.930000 sec): 3 clusters
  Score: Raw -464737.789518 + Penalty 2796.393567 = -461941.395951
  nChanged 105
		SP:Iteration 15Q (183694.100000 sec): 3 clusters
  Score: Raw -464779.865371 + Penalty 2796.393567 = -461983.471804
  nChanged 91
		SP:Iteration 16Q (183694.310000 sec): 3 clusters
  Score: Raw -464821.516010 + Penalty 2796.393567 = -462025.122443
  nChanged 94
		SP:Iteration 17Q (183694.530000 sec): 3 clusters
  Score: Raw -464863.992973 + Penalty 2796.393567 = -462067.599407
  nChanged 100
		SP:Iteration 18Q (183694.730000 sec): 3 clusters
  Score: Raw -464920.235178 + Penalty 2796.393567 = -462123.841611
  nChanged 113
		SP:Iteration 19Q (183694.980000 sec): 3 clusters
  Score: Raw -464982.961302 + Penalty 2796.393567 = -462186.567735
  nChanged 104
		SP:Iteration 20F (183695.210000 sec): 3 clusters
  Score: Raw -465033.522387 + Penalty 2796.393567 = -462237.128820
  nChanged 109
		SP:Iteration 21Q (183695.430000 sec): 3 clusters
  Score: Raw -465089.888304 + Penalty 2796.393567 = -462293.494737
  nChanged 102
		SP:Iteration 22Q (183695.640000 sec): 3 clusters
  Score: Raw -465150.069120 + Penalty 2796.393567 = -462353.675553
  nChanged 101
		SP:Iteration 23Q (183695.850000 sec): 3 clusters
  Score: Raw -465202.320059 + Penalty 2796.393567 = -462405.926492
  nChanged 77
		SP:Iteration 24Q (183696.050000 sec): 3 clusters
  Score: Raw -465245.240601 + Penalty 2796.393567 = -462448.847034
  nChanged 75
		SP:Iteration 25Q (183696.220000 sec): 3 clusters
  Score: Raw -465286.383187 + Penalty 2796.393567 = -462489.989620
  nChanged 72
		SP:Iteration 26Q (183696.430000 sec): 3 clusters
  Score: Raw -465320.936325 + Penalty 2796.393567 = -462524.542758
  nChanged 70
		SP:Iteration 27Q (183696.630000 sec): 3 clusters
  Score: Raw -465360.854982 + Penalty 2796.393567 = -462564.461415
  nChanged 62
		SP:Iteration 28Q (183696.830000 sec): 3 clusters
  Score: Raw -465393.673244 + Penalty 2796.393567 = -462597.279677
  nChanged 61
		SP:Iteration 29Q (183697.070000 sec): 3 clusters
  Score: Raw -465426.850409 + Penalty 2796.393567 = -462630.456842
  nChanged 60
		SP:Iteration 30Q (183697.280000 sec): 3 clusters
  Score: Raw -465455.652013 + Penalty 2796.393567 = -462659.258446
  nChanged 51
		SP:Iteration 31Q (183697.470000 sec): 3 clusters
  Score: Raw -465483.536452 + Penalty 2796.393567 = -462687.142885
  nChanged 52
		SP:Iteration 32Q (183697.690000 sec): 3 clusters
  Score: Raw -465515.251786 + Penalty 2796.393567 = -462718.858219
  nChanged 55
		SP:Iteration 33Q (183697.910000 sec): 3 clusters
  Score: Raw -465546.564631 + Penalty 2796.393567 = -462750.171064
  nChanged 50
		SP:Iteration 34Q (183698.120000 sec): 3 clusters
  Score: Raw -465576.585400 + Penalty 2796.393567 = -462780.191834
  nChanged 57
		SP:Iteration 35Q (183698.330000 sec): 3 clusters
  Score: Raw -465610.039739 + Penalty 2796.393567 = -462813.646172
  nChanged 44
		SP:Iteration 36Q (183698.540000 sec): 3 clusters
  Score: Raw -465638.040474 + Penalty 2796.393567 = -462841.646907
  nChanged 34
		SP:Iteration 37Q (183698.730000 sec): 3 clusters
  Score: Raw -465659.101183 + Penalty 2796.393567 = -462862.707616
  nChanged 37
		SP:Iteration 38Q (183698.940000 sec): 3 clusters
  Score: Raw -465686.419328 + Penalty 2796.393567 = -462890.025761
  nChanged 32
		SP:Iteration 39Q (183699.130000 sec): 3 clusters
  Score: Raw -465707.412686 + Penalty 2796.393567 = -462911.019119
  nChanged 17
		SP:Iteration 40F (183699.390000 sec): 3 clusters
  Score: Raw -465718.927212 + Penalty 2796.393567 = -462922.533645
  nChanged 13
		SP:Iteration 41Q (183699.630000 sec): 3 clusters
  Score: Raw -465727.183945 + Penalty 2796.393567 = -462930.790378
  nChanged 13
		SP:Iteration 42Q (183699.810000 sec): 3 clusters
  Score: Raw -465735.438878 + Penalty 2796.393567 = -462939.045311
  nChanged 11
		SP:Iteration 43Q (183700.050000 sec): 3 clusters
  Score: Raw -465743.138769 + Penalty 2796.393567 = -462946.745202
  nChanged 11
		SP:Iteration 44Q (183700.350000 sec): 3 clusters
  Score: Raw -465750.864250 + Penalty 2796.393567 = -462954.470683
  nChanged 13
		SP:Iteration 45Q (183700.510000 sec): 3 clusters
  Score: Raw -465763.963457 + Penalty 2796.393567 = -462967.569890
  nChanged 16
		SP:Iteration 46Q (183700.770000 sec): 3 clusters
  Score: Raw -465774.943622 + Penalty 2796.393567 = -462978.550055
  nChanged 12
		SP:Iteration 47Q (183700.960000 sec): 3 clusters
  Score: Raw -465780.741531 + Penalty 2796.393567 = -462984.347964
  nChanged 4
		SP:Iteration 48Q (183701.180000 sec): 3 clusters
  Score: Raw -465783.758840 + Penalty 2796.393567 = -462987.365273
  nChanged 8
		SP:Iteration 49Q (183701.410000 sec): 3 clusters
  Score: Raw -465792.133509 + Penalty 2796.393567 = -462995.739942
  nChanged 11
		SP:Iteration 50Q (183701.570000 sec): 3 clusters
  Score: Raw -465802.484078 + Penalty 2796.393567 = -463006.090511
  nChanged 6
		SP:Iteration 51Q (183701.840000 sec): 3 clusters
  Score: Raw -465806.626135 + Penalty 2796.393567 = -463010.232569
  nChanged 5
		SP:Iteration 52Q (183702.090000 sec): 3 clusters
  Score: Raw -465810.757380 + Penalty 2796.393567 = -463014.363813
  nChanged 7
		SP:Iteration 53Q (183702.290000 sec): 3 clusters
  Score: Raw -465819.160746 + Penalty 2796.393567 = -463022.767179
  nChanged 8
		SP:Iteration 54Q (183702.490000 sec): 3 clusters
  Score: Raw -465826.375089 + Penalty 2796.393567 = -463029.981522
  nChanged 9
		SP:Iteration 55Q (183702.680000 sec): 3 clusters
  Score: Raw -465833.799826 + Penalty 2796.393567 = -463037.406259
  nChanged 6
		SP:Iteration 56Q (183702.890000 sec): 3 clusters
  Score: Raw -465838.139871 + Penalty 2796.393567 = -463041.746304
  nChanged 1
		SP:Iteration 57Q (183703.090000 sec): 3 clusters
  Score: Raw -465838.441476 + Penalty 2796.393567 = -463042.047909
  nChanged 0
		SP:Iteration 58F (183703.320000 sec): 3 clusters
  Score: Raw -465838.441476 + Penalty 2796.393567 = -463042.047909
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 81 (1570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (183703.400000 sec): 2 clusters
  Score: Raw -130233.560366 + Penalty 1195.810021 = -129037.750345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (183703.620000 sec): 3 clusters
  Score: Raw -129604.871008 + Penalty 2391.620042 = -127213.250966
  nChanged 526
		SP:Iteration 1F (183703.820000 sec): 3 clusters
  Score: Raw -129987.679129 + Penalty 2391.620042 = -127596.059087
  nChanged 128
		SP:Iteration 2F (183704.010000 sec): 3 clusters
  Score: Raw -130086.998422 + Penalty 2391.620042 = -127695.378380
  nChanged 75
		SP:Iteration 3Q (183704.180000 sec): 3 clusters
  Score: Raw -130137.806992 + Penalty 2391.620042 = -127746.186950
  nChanged 45
		SP:Iteration 4Q (183704.390000 sec): 3 clusters
  Score: Raw -130168.057351 + Penalty 2391.620042 = -127776.437310
  nChanged 30
		SP:Iteration 5Q (183704.530000 sec): 3 clusters
  Score: Raw -130190.521073 + Penalty 2391.620042 = -127798.901031
  nChanged 32
		SP:Iteration 6Q (183704.710000 sec): 3 clusters
  Score: Raw -130215.331141 + Penalty 2391.620042 = -127823.711099
  nChanged 24
		SP:Iteration 7Q (183704.900000 sec): 3 clusters
  Score: Raw -130237.755994 + Penalty 2391.620042 = -127846.135952
  nChanged 32
		SP:Iteration 8Q (183705.060000 sec): 3 clusters
  Score: Raw -130266.572641 + Penalty 2391.620042 = -127874.952600
  nChanged 28
		SP:Iteration 9Q (183705.240000 sec): 3 clusters
  Score: Raw -130288.119039 + Penalty 2391.620042 = -127896.498998
  nChanged 34
		SP:Iteration 10Q (183705.440000 sec): 3 clusters
  Score: Raw -130321.444215 + Penalty 2391.620042 = -127929.824173
  nChanged 44
		SP:Iteration 11Q (183705.640000 sec): 3 clusters
  Score: Raw -130359.857990 + Penalty 2391.620042 = -127968.237948
  nChanged 36
		SP:Iteration 12Q (183705.870000 sec): 3 clusters
  Score: Raw -130388.308904 + Penalty 2391.620042 = -127996.688862
  nChanged 36
		SP:Iteration 13Q (183706.010000 sec): 3 clusters
  Score: Raw -130418.951833 + Penalty 2391.620042 = -128027.331791
  nChanged 32
		SP:Iteration 14Q (183706.230000 sec): 3 clusters
  Score: Raw -130445.886718 + Penalty 2391.620042 = -128054.266676
  nChanged 23
		SP:Iteration 15Q (183706.360000 sec): 3 clusters
  Score: Raw -130465.279439 + Penalty 2391.620042 = -128073.659397
  nChanged 21
		SP:Iteration 16Q (183706.580000 sec): 3 clusters
  Score: Raw -130485.917363 + Penalty 2391.620042 = -128094.297321
  nChanged 20
		SP:Iteration 17Q (183706.820000 sec): 3 clusters
  Score: Raw -130500.756761 + Penalty 2391.620042 = -128109.136719
  nChanged 17
		SP:Iteration 18Q (183707.060000 sec): 3 clusters
  Score: Raw -130515.712966 + Penalty 2391.620042 = -128124.092924
  nChanged 18
		SP:Iteration 19Q (183707.220000 sec): 3 clusters
  Score: Raw -130529.654392 + Penalty 2391.620042 = -128138.034350
  nChanged 11
		SP:Iteration 20F (183707.390000 sec): 3 clusters
  Score: Raw -130537.853714 + Penalty 2391.620042 = -128146.233672
  nChanged 6
		SP:Iteration 21Q (183707.490000 sec): 3 clusters
  Score: Raw -130542.993056 + Penalty 2391.620042 = -128151.373014
  nChanged 5
		SP:Iteration 22Q (183707.620000 sec): 3 clusters
  Score: Raw -130546.574773 + Penalty 2391.620042 = -128154.954731
  nChanged 10
		SP:Iteration 23Q (183707.800000 sec): 3 clusters
  Score: Raw -130551.583597 + Penalty 2391.620042 = -128159.963555
  nChanged 5
		SP:Iteration 24Q (183707.970000 sec): 3 clusters
  Score: Raw -130554.512081 + Penalty 2391.620042 = -128162.892039
  nChanged 7
		SP:Iteration 25Q (183708.140000 sec): 3 clusters
  Score: Raw -130560.324167 + Penalty 2391.620042 = -128168.704125
  nChanged 5
		SP:Iteration 26Q (183708.300000 sec): 3 clusters
  Score: Raw -130564.594585 + Penalty 2391.620042 = -128172.974543
  nChanged 7
		SP:Iteration 27Q (183708.410000 sec): 3 clusters
  Score: Raw -130571.996063 + Penalty 2391.620042 = -128180.376021
  nChanged 3
		SP:Iteration 28Q (183708.530000 sec): 3 clusters
  Score: Raw -130574.981939 + Penalty 2391.620042 = -128183.361897
  nChanged 3
		SP:Iteration 29Q (183708.730000 sec): 3 clusters
  Score: Raw -130576.777487 + Penalty 2391.620042 = -128185.157445
  nChanged 2
		SP:Iteration 30Q (183708.870000 sec): 3 clusters
  Score: Raw -130577.514917 + Penalty 2391.620042 = -128185.894875
  nChanged 1
		SP:Iteration 31Q (183709.040000 sec): 3 clusters
  Score: Raw -130578.509366 + Penalty 2391.620042 = -128186.889324
  nChanged 0
		SP:Iteration 32F (183709.200000 sec): 3 clusters
  Score: Raw -130578.509366 + Penalty 2391.620042 = -128186.889324
  nChanged 0
Iteration 339Q (183815.620000 sec): 83 clusters
  Score: Raw -122387935.116677 + Penalty 189290.486852 = -122198644.629825
  nChanged 1049
Iteration 340F (184031.050000 sec): 83 clusters
  Score: Raw -122388275.415752 + Penalty 189290.486852 = -122198984.928900
  nChanged 1215
Iteration 341Q (184154.850000 sec): 83 clusters
  Score: Raw -122388421.991946 + Penalty 189290.486852 = -122199131.505094
  nChanged 733
Iteration 342Q (184258.130000 sec): 83 clusters
  Score: Raw -122388497.895011 + Penalty 189290.486852 = -122199207.408159
  nChanged 522
Iteration 343Q (184372.370000 sec): 83 clusters
  Score: Raw -122388547.186433 + Penalty 189290.486852 = -122199256.699582
  nChanged 405
Iteration 344Q (184486.580000 sec): 83 clusters
  Score: Raw -122388588.100246 + Penalty 189290.486852 = -122199297.613394
  nChanged 334
Iteration 345Q (184596.360000 sec): 83 clusters
  Score: Raw -122388619.261868 + Penalty 189290.486852 = -122199328.775016
  nChanged 283
Iteration 346Q (184717.000000 sec): 83 clusters
  Score: Raw -122388641.640358 + Penalty 189290.486852 = -122199351.153506
  nChanged 228
Iteration 347Q (184829.330000 sec): 83 clusters
  Score: Raw -122388658.314411 + Penalty 189290.486852 = -122199367.827559
  nChanged 203
Iteration 348Q (184935.730000 sec): 83 clusters
  Score: Raw -122388672.097433 + Penalty 189290.486852 = -122199381.610581
  nChanged 206
Iteration 349Q (185050.230000 sec): 83 clusters
  Score: Raw -122388686.539438 + Penalty 189290.486852 = -122199396.052586
  nChanged 214
Iteration 350Q (185154.660000 sec): 83 clusters
  Score: Raw -122388700.822271 + Penalty 189290.486852 = -122199410.335419
  nChanged 183
Iteration 351Q (185253.540000 sec): 83 clusters
  Score: Raw -122388712.448054 + Penalty 189290.486852 = -122199421.961202
  nChanged 179
Iteration 352Q (185361.620000 sec): 83 clusters
  Score: Raw -122388724.500439 + Penalty 189290.486852 = -122199434.013588
  nChanged 174
Iteration 353Q (185466.990000 sec): 83 clusters
  Score: Raw -122388734.601417 + Penalty 189290.486852 = -122199444.114565
  nChanged 161
Iteration 354Q (185567.030000 sec): 83 clusters
  Score: Raw -122388745.478431 + Penalty 189290.486852 = -122199454.991579
  nChanged 160
Iteration 355Q (185675.300000 sec): 83 clusters
  Score: Raw -122388755.347951 + Penalty 189290.486852 = -122199464.861099
  nChanged 138
Iteration 356Q (185783.830000 sec): 83 clusters
  Score: Raw -122388763.847152 + Penalty 189290.486852 = -122199473.360300
  nChanged 137
Iteration 357Q (185885.680000 sec): 83 clusters
  Score: Raw -122388771.313843 + Penalty 189290.486852 = -122199480.826991
  nChanged 117
Iteration 358Q (185993.930000 sec): 83 clusters
  Score: Raw -122388778.024736 + Penalty 189290.486852 = -122199487.537884
  nChanged 122
Iteration 359Q (186096.980000 sec): 83 clusters
  Score: Raw -122388785.588186 + Penalty 189290.486852 = -122199495.101334
  nChanged 114
Iteration 360F (186293.260000 sec): 83 clusters
  Score: Raw -122388791.814313 + Penalty 189290.486852 = -122199501.327462
  nChanged 90
Iteration 361Q (186396.020000 sec): 83 clusters
  Score: Raw -122388795.878493 + Penalty 189290.486852 = -122199505.391641
  nChanged 88
Iteration 362Q (186503.090000 sec): 83 clusters
  Score: Raw -122388799.439275 + Penalty 189290.486852 = -122199508.952423
  nChanged 78
Iteration 363Q (186616.140000 sec): 83 clusters
  Score: Raw -122388802.854173 + Penalty 189290.486852 = -122199512.367321
  nChanged 69
Iteration 364Q (186736.240000 sec): 83 clusters
  Score: Raw -122388805.130926 + Penalty 189290.486852 = -122199514.644075
  nChanged 54
Iteration 365Q (186847.550000 sec): 83 clusters
  Score: Raw -122388807.619530 + Penalty 189290.486852 = -122199517.132678
  nChanged 73
Iteration 366Q (186970.010000 sec): 83 clusters
  Score: Raw -122388810.660806 + Penalty 189290.486852 = -122199520.173954
  nChanged 72
Iteration 367Q (187091.120000 sec): 83 clusters
  Score: Raw -122388814.818712 + Penalty 189290.486852 = -122199524.331860
  nChanged 92
Iteration 368Q (187209.260000 sec): 83 clusters
  Score: Raw -122388819.300650 + Penalty 189290.486852 = -122199528.813798
  nChanged 77
Iteration 369Q (187333.540000 sec): 83 clusters
  Score: Raw -122388823.095121 + Penalty 189290.486852 = -122199532.608269
  nChanged 80
Iteration 370Q (187449.700000 sec): 83 clusters
  Score: Raw -122388828.822122 + Penalty 189290.486852 = -122199538.335270
  nChanged 89
Iteration 371Q (187574.400000 sec): 83 clusters
  Score: Raw -122388833.332056 + Penalty 189290.486852 = -122199542.845204
  nChanged 67
Iteration 372Q (187696.380000 sec): 83 clusters
  Score: Raw -122388836.017130 + Penalty 189290.486852 = -122199545.530278
  nChanged 58
Iteration 373Q (187817.170000 sec): 83 clusters
  Score: Raw -122388838.672722 + Penalty 189290.486852 = -122199548.185870
  nChanged 62
Iteration 374Q (187938.420000 sec): 83 clusters
  Score: Raw -122388841.461564 + Penalty 189290.486852 = -122199550.974712
  nChanged 56
Iteration 375Q (188057.640000 sec): 83 clusters
  Score: Raw -122388844.238411 + Penalty 189290.486852 = -122199553.751559
  nChanged 64
Iteration 376Q (188171.890000 sec): 83 clusters
  Score: Raw -122388847.344793 + Penalty 189290.486852 = -122199556.857941
  nChanged 64
Iteration 377Q (188269.140000 sec): 83 clusters
  Score: Raw -122388850.607800 + Penalty 189290.486852 = -122199560.120948
  nChanged 59
Iteration 378Q (188376.180000 sec): 83 clusters
  Score: Raw -122388854.402918 + Penalty 189290.486852 = -122199563.916067
  nChanged 67
Writing temp clu file 
Because OldScore, -122199560.120948, is greater than current (better) Score,-122199563.916067 
 Compute initial score before splitting:   Score: Raw -122388854.402918 + Penalty 189290.486852 = -122199563.916067
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 1 (44248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188377.010000 sec): 2 clusters
  Score: Raw -3893316.065581 + Penalty 1738.354386 = -3891577.711195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188377.420000 sec): 3 clusters
  Score: Raw -3865433.356993 + Penalty 3476.708772 = -3861956.648221
  nChanged 20609
		SP:Iteration 1F (188377.780000 sec): 3 clusters
  Score: Raw -3877089.994588 + Penalty 3476.708772 = -3873613.285816
  nChanged 1729
		SP:Iteration 2Q (188378.260000 sec): 3 clusters
  Score: Raw -3877611.114773 + Penalty 3476.708772 = -3874134.406001
  nChanged 1731
		SP:Iteration 3Q (188378.690000 sec): 3 clusters
  Score: Raw -3878223.710030 + Penalty 3476.708772 = -3874747.001258
  nChanged 1900
		SP:Iteration 4Q (188379.100000 sec): 3 clusters
  Score: Raw -3879007.623770 + Penalty 3476.708772 = -3875530.914998
  nChanged 2081
		SP:Iteration 5Q (188379.510000 sec): 3 clusters
  Score: Raw -3880064.729056 + Penalty 3476.708772 = -3876588.020284
  nChanged 2327
		SP:Iteration 6F (188379.880000 sec): 3 clusters
  Score: Raw -3881398.710921 + Penalty 3476.708772 = -3877922.002149
  nChanged 2523
		SP:Iteration 7F (188380.290000 sec): 3 clusters
  Score: Raw -3883031.535102 + Penalty 3476.708772 = -3879554.826330
  nChanged 2546
		SP:Iteration 8F (188380.710000 sec): 3 clusters
  Score: Raw -3884797.730422 + Penalty 3476.708772 = -3881321.021651
  nChanged 2371
		SP:Iteration 9F (188381.120000 sec): 3 clusters
  Score: Raw -3886531.869043 + Penalty 3476.708772 = -3883055.160271
  nChanged 2111
		SP:Iteration 10Q (188381.480000 sec): 3 clusters
  Score: Raw -3888085.444542 + Penalty 3476.708772 = -3884608.735771
  nChanged 1706
		SP:Iteration 11Q (188381.860000 sec): 3 clusters
  Score: Raw -3889297.543596 + Penalty 3476.708772 = -3885820.834824
  nChanged 1339
		SP:Iteration 12Q (188382.210000 sec): 3 clusters
  Score: Raw -3890195.821031 + Penalty 3476.708772 = -3886719.112259
  nChanged 1163
		SP:Iteration 13Q (188382.590000 sec): 3 clusters
  Score: Raw -3890964.833904 + Penalty 3476.708772 = -3887488.125132
  nChanged 928
		SP:Iteration 14Q (188383.040000 sec): 3 clusters
  Score: Raw -3891558.776689 + Penalty 3476.708772 = -3888082.067917
  nChanged 748
		SP:Iteration 15Q (188383.400000 sec): 3 clusters
  Score: Raw -3892012.091005 + Penalty 3476.708772 = -3888535.382234
  nChanged 628
		SP:Iteration 16Q (188383.810000 sec): 3 clusters
  Score: Raw -3892387.015138 + Penalty 3476.708772 = -3888910.306366
  nChanged 493
		SP:Iteration 17Q (188384.180000 sec): 3 clusters
  Score: Raw -3892678.963354 + Penalty 3476.708772 = -3889202.254582
  nChanged 385
		SP:Iteration 18Q (188384.610000 sec): 3 clusters
  Score: Raw -3892907.075262 + Penalty 3476.708772 = -3889430.366490
  nChanged 299
		SP:Iteration 19Q (188385.030000 sec): 3 clusters
  Score: Raw -3893087.574004 + Penalty 3476.708772 = -3889610.865232
  nChanged 213
		SP:Iteration 20F (188385.440000 sec): 3 clusters
  Score: Raw -3893215.448583 + Penalty 3476.708772 = -3889738.739811
  nChanged 166
		SP:Iteration 21Q (188385.780000 sec): 3 clusters
  Score: Raw -3893314.661874 + Penalty 3476.708772 = -3889837.953102
  nChanged 138
		SP:Iteration 22Q (188386.120000 sec): 3 clusters
  Score: Raw -3893396.606934 + Penalty 3476.708772 = -3889919.898162
  nChanged 90
		SP:Iteration 23Q (188386.510000 sec): 3 clusters
  Score: Raw -3893453.229512 + Penalty 3476.708772 = -3889976.520741
  nChanged 77
		SP:Iteration 24Q (188386.880000 sec): 3 clusters
  Score: Raw -3893506.041798 + Penalty 3476.708772 = -3890029.333026
  nChanged 76
		SP:Iteration 25Q (188387.280000 sec): 3 clusters
  Score: Raw -3893552.870120 + Penalty 3476.708772 = -3890076.161348
  nChanged 53
		SP:Iteration 26Q (188387.640000 sec): 3 clusters
  Score: Raw -3893576.579197 + Penalty 3476.708772 = -3890099.870425
  nChanged 35
		SP:Iteration 27Q (188388.040000 sec): 3 clusters
  Score: Raw -3893593.951929 + Penalty 3476.708772 = -3890117.243157
  nChanged 26
		SP:Iteration 28Q (188388.390000 sec): 3 clusters
  Score: Raw -3893605.888075 + Penalty 3476.708772 = -3890129.179303
  nChanged 22
		SP:Iteration 29Q (188388.790000 sec): 3 clusters
  Score: Raw -3893616.406763 + Penalty 3476.708772 = -3890139.697991
  nChanged 20
		SP:Iteration 30Q (188389.130000 sec): 3 clusters
  Score: Raw -3893624.600856 + Penalty 3476.708772 = -3890147.892084
  nChanged 16
		SP:Iteration 31Q (188389.550000 sec): 3 clusters
  Score: Raw -3893632.753823 + Penalty 3476.708772 = -3890156.045052
  nChanged 15
		SP:Iteration 32Q (188389.840000 sec): 3 clusters
  Score: Raw -3893639.541702 + Penalty 3476.708772 = -3890162.832931
  nChanged 15
		SP:Iteration 33Q (188390.190000 sec): 3 clusters
  Score: Raw -3893645.213433 + Penalty 3476.708772 = -3890168.504661
  nChanged 12
		SP:Iteration 34Q (188390.530000 sec): 3 clusters
  Score: Raw -3893652.068728 + Penalty 3476.708772 = -3890175.359956
  nChanged 13
		SP:Iteration 35Q (188390.900000 sec): 3 clusters
  Score: Raw -3893658.143556 + Penalty 3476.708772 = -3890181.434784
  nChanged 8
		SP:Iteration 36Q (188391.210000 sec): 3 clusters
  Score: Raw -3893661.206202 + Penalty 3476.708772 = -3890184.497431
  nChanged 3
		SP:Iteration 37Q (188391.500000 sec): 3 clusters
  Score: Raw -3893662.407589 + Penalty 3476.708772 = -3890185.698818
  nChanged 5
		SP:Iteration 38Q (188391.850000 sec): 3 clusters
  Score: Raw -3893664.527204 + Penalty 3476.708772 = -3890187.818432
  nChanged 3
		SP:Iteration 39Q (188392.160000 sec): 3 clusters
  Score: Raw -3893665.953284 + Penalty 3476.708772 = -3890189.244512
  nChanged 4
		SP:Iteration 40F (188392.480000 sec): 3 clusters
  Score: Raw -3893668.082455 + Penalty 3476.708772 = -3890191.373683
  nChanged 2
		SP:Iteration 41Q (188392.810000 sec): 3 clusters
  Score: Raw -3893669.070780 + Penalty 3476.708772 = -3890192.362008
  nChanged 2
		SP:Iteration 42Q (188393.170000 sec): 3 clusters
  Score: Raw -3893669.382975 + Penalty 3476.708772 = -3890192.674203
  nChanged 1
		SP:Iteration 43Q (188393.490000 sec): 3 clusters
  Score: Raw -3893669.527417 + Penalty 3476.708772 = -3890192.818645
  nChanged 0
		SP:Iteration 44F (188393.840000 sec): 3 clusters
  Score: Raw -3893669.527417 + Penalty 3476.708772 = -3890192.818645
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 2 (6666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188394.000000 sec): 2 clusters
  Score: Raw -549224.984302 + Penalty 1430.775980 = -547794.208323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188394.210000 sec): 3 clusters
  Score: Raw -545619.446326 + Penalty 2861.551959 = -542757.894367
  nChanged 2784
		SP:Iteration 1F (188394.440000 sec): 3 clusters
  Score: Raw -547110.855623 + Penalty 2861.551959 = -544249.303664
  nChanged 475
		SP:Iteration 2F (188394.740000 sec): 3 clusters
  Score: Raw -547373.908575 + Penalty 2861.551959 = -544512.356616
  nChanged 425
		SP:Iteration 3F (188394.970000 sec): 3 clusters
  Score: Raw -547609.504890 + Penalty 2861.551959 = -544747.952931
  nChanged 375
		SP:Iteration 4F (188395.160000 sec): 3 clusters
  Score: Raw -547840.690392 + Penalty 2861.551959 = -544979.138433
  nChanged 366
		SP:Iteration 5F (188395.380000 sec): 3 clusters
  Score: Raw -548077.156411 + Penalty 2861.551959 = -545215.604451
  nChanged 357
		SP:Iteration 6F (188395.610000 sec): 3 clusters
  Score: Raw -548328.099844 + Penalty 2861.551959 = -545466.547884
  nChanged 355
		SP:Iteration 7F (188395.820000 sec): 3 clusters
  Score: Raw -548614.327803 + Penalty 2861.551959 = -545752.775844
  nChanged 330
		SP:Iteration 8Q (188396.060000 sec): 3 clusters
  Score: Raw -548895.126034 + Penalty 2861.551959 = -546033.574075
  nChanged 283
		SP:Iteration 9Q (188396.300000 sec): 3 clusters
  Score: Raw -549146.788656 + Penalty 2861.551959 = -546285.236697
  nChanged 214
		SP:Iteration 10Q (188396.520000 sec): 3 clusters
  Score: Raw -549320.197313 + Penalty 2861.551959 = -546458.645354
  nChanged 152
		SP:Iteration 11Q (188396.740000 sec): 3 clusters
  Score: Raw -549440.204565 + Penalty 2861.551959 = -546578.652606
  nChanged 102
		SP:Iteration 12Q (188396.970000 sec): 3 clusters
  Score: Raw -549507.343760 + Penalty 2861.551959 = -546645.791801
  nChanged 51
		SP:Iteration 13Q (188397.190000 sec): 3 clusters
  Score: Raw -549541.370438 + Penalty 2861.551959 = -546679.818479
  nChanged 35
		SP:Iteration 14Q (188397.420000 sec): 3 clusters
  Score: Raw -549567.164800 + Penalty 2861.551959 = -546705.612841
  nChanged 24
		SP:Iteration 15Q (188397.680000 sec): 3 clusters
  Score: Raw -549584.965699 + Penalty 2861.551959 = -546723.413740
  nChanged 20
		SP:Iteration 16Q (188397.910000 sec): 3 clusters
  Score: Raw -549596.278339 + Penalty 2861.551959 = -546734.726380
  nChanged 9
		SP:Iteration 17Q (188398.130000 sec): 3 clusters
  Score: Raw -549602.812331 + Penalty 2861.551959 = -546741.260372
  nChanged 10
		SP:Iteration 18Q (188398.350000 sec): 3 clusters
  Score: Raw -549607.422950 + Penalty 2861.551959 = -546745.870991
  nChanged 6
		SP:Iteration 19Q (188398.550000 sec): 3 clusters
  Score: Raw -549610.298067 + Penalty 2861.551959 = -546748.746108
  nChanged 8
		SP:Iteration 20F (188398.790000 sec): 3 clusters
  Score: Raw -549615.065616 + Penalty 2861.551959 = -546753.513657
  nChanged 8
		SP:Iteration 21Q (188398.990000 sec): 3 clusters
  Score: Raw -549620.018080 + Penalty 2861.551959 = -546758.466121
  nChanged 5
		SP:Iteration 22Q (188399.220000 sec): 3 clusters
  Score: Raw -549622.484276 + Penalty 2861.551959 = -546760.932317
  nChanged 6
		SP:Iteration 23Q (188399.410000 sec): 3 clusters
  Score: Raw -549627.063840 + Penalty 2861.551959 = -546765.511881
  nChanged 7
		SP:Iteration 24Q (188399.620000 sec): 3 clusters
  Score: Raw -549629.860726 + Penalty 2861.551959 = -546768.308766
  nChanged 4
		SP:Iteration 25Q (188399.840000 sec): 3 clusters
  Score: Raw -549632.344967 + Penalty 2861.551959 = -546770.793008
  nChanged 2
		SP:Iteration 26Q (188400.060000 sec): 3 clusters
  Score: Raw -549633.495647 + Penalty 2861.551959 = -546771.943688
  nChanged 3
		SP:Iteration 27Q (188400.250000 sec): 3 clusters
  Score: Raw -549634.765422 + Penalty 2861.551959 = -546773.213463
  nChanged 2
		SP:Iteration 28Q (188400.430000 sec): 3 clusters
  Score: Raw -549635.879628 + Penalty 2861.551959 = -546774.327668
  nChanged 1
		SP:Iteration 29Q (188400.630000 sec): 3 clusters
  Score: Raw -549636.328591 + Penalty 2861.551959 = -546774.776632
  nChanged 1
		SP:Iteration 30Q (188400.820000 sec): 3 clusters
  Score: Raw -549636.668234 + Penalty 2861.551959 = -546775.116275
  nChanged 1
		SP:Iteration 31Q (188401.040000 sec): 3 clusters
  Score: Raw -549637.264273 + Penalty 2861.551959 = -546775.712314
  nChanged 0
		SP:Iteration 32F (188401.240000 sec): 3 clusters
  Score: Raw -549637.264273 + Penalty 2861.551959 = -546775.712314
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 3 (4009 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188401.350000 sec): 2 clusters
  Score: Raw -339151.644930 + Penalty 1348.148281 = -337803.496649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188401.500000 sec): 3 clusters
  Score: Raw -337174.921122 + Penalty 2696.296562 = -334478.624561
  nChanged 1580
		SP:Iteration 1F (188401.720000 sec): 3 clusters
  Score: Raw -338088.818538 + Penalty 2696.296562 = -335392.521976
  nChanged 305
		SP:Iteration 2F (188401.900000 sec): 3 clusters
  Score: Raw -338283.523387 + Penalty 2696.296562 = -335587.226825
  nChanged 217
		SP:Iteration 3F (188402.120000 sec): 3 clusters
  Score: Raw -338434.557981 + Penalty 2696.296562 = -335738.261420
  nChanged 193
		SP:Iteration 4Q (188402.310000 sec): 3 clusters
  Score: Raw -338588.197758 + Penalty 2696.296562 = -335891.901197
  nChanged 168
		SP:Iteration 5Q (188402.500000 sec): 3 clusters
  Score: Raw -338717.278735 + Penalty 2696.296562 = -336020.982173
  nChanged 178
		SP:Iteration 6Q (188402.670000 sec): 3 clusters
  Score: Raw -338834.911480 + Penalty 2696.296562 = -336138.614919
  nChanged 144
		SP:Iteration 7Q (188402.860000 sec): 3 clusters
  Score: Raw -338944.788389 + Penalty 2696.296562 = -336248.491827
  nChanged 128
		SP:Iteration 8Q (188403.060000 sec): 3 clusters
  Score: Raw -339057.028413 + Penalty 2696.296562 = -336360.731851
  nChanged 123
		SP:Iteration 9Q (188403.240000 sec): 3 clusters
  Score: Raw -339171.366207 + Penalty 2696.296562 = -336475.069646
  nChanged 107
		SP:Iteration 10Q (188403.460000 sec): 3 clusters
  Score: Raw -339275.005174 + Penalty 2696.296562 = -336578.708613
  nChanged 82
		SP:Iteration 11Q (188403.630000 sec): 3 clusters
  Score: Raw -339360.758235 + Penalty 2696.296562 = -336664.461673
  nChanged 77
		SP:Iteration 12Q (188403.860000 sec): 3 clusters
  Score: Raw -339461.430685 + Penalty 2696.296562 = -336765.134123
  nChanged 74
		SP:Iteration 13Q (188404.030000 sec): 3 clusters
  Score: Raw -339536.919772 + Penalty 2696.296562 = -336840.623210
  nChanged 71
		SP:Iteration 14Q (188404.200000 sec): 3 clusters
  Score: Raw -339604.729181 + Penalty 2696.296562 = -336908.432620
  nChanged 51
		SP:Iteration 15Q (188404.420000 sec): 3 clusters
  Score: Raw -339646.734383 + Penalty 2696.296562 = -336950.437821
  nChanged 54
		SP:Iteration 16Q (188404.610000 sec): 3 clusters
  Score: Raw -339693.759182 + Penalty 2696.296562 = -336997.462620
  nChanged 52
		SP:Iteration 17Q (188404.850000 sec): 3 clusters
  Score: Raw -339731.916645 + Penalty 2696.296562 = -337035.620083
  nChanged 41
		SP:Iteration 18Q (188405.030000 sec): 3 clusters
  Score: Raw -339753.138207 + Penalty 2696.296562 = -337056.841645
  nChanged 31
		SP:Iteration 19Q (188405.210000 sec): 3 clusters
  Score: Raw -339765.239602 + Penalty 2696.296562 = -337068.943040
  nChanged 16
		SP:Iteration 20F (188405.440000 sec): 3 clusters
  Score: Raw -339772.955297 + Penalty 2696.296562 = -337076.658735
  nChanged 15
		SP:Iteration 21Q (188405.660000 sec): 3 clusters
  Score: Raw -339780.085346 + Penalty 2696.296562 = -337083.788785
  nChanged 15
		SP:Iteration 22Q (188405.830000 sec): 3 clusters
  Score: Raw -339785.898249 + Penalty 2696.296562 = -337089.601687
  nChanged 14
		SP:Iteration 23Q (188406.010000 sec): 3 clusters
  Score: Raw -339791.898522 + Penalty 2696.296562 = -337095.601960
  nChanged 12
		SP:Iteration 24Q (188406.240000 sec): 3 clusters
  Score: Raw -339797.538172 + Penalty 2696.296562 = -337101.241611
  nChanged 15
		SP:Iteration 25Q (188406.460000 sec): 3 clusters
  Score: Raw -339805.708549 + Penalty 2696.296562 = -337109.411988
  nChanged 14
		SP:Iteration 26Q (188406.610000 sec): 3 clusters
  Score: Raw -339809.935820 + Penalty 2696.296562 = -337113.639258
  nChanged 5
		SP:Iteration 27Q (188406.830000 sec): 3 clusters
  Score: Raw -339813.746566 + Penalty 2696.296562 = -337117.450005
  nChanged 7
		SP:Iteration 28Q (188407.050000 sec): 3 clusters
  Score: Raw -339818.339687 + Penalty 2696.296562 = -337122.043126
  nChanged 15
		SP:Iteration 29Q (188407.240000 sec): 3 clusters
  Score: Raw -339825.281278 + Penalty 2696.296562 = -337128.984716
  nChanged 15
		SP:Iteration 30Q (188407.420000 sec): 3 clusters
  Score: Raw -339832.325354 + Penalty 2696.296562 = -337136.028793
  nChanged 14
		SP:Iteration 31Q (188407.650000 sec): 3 clusters
  Score: Raw -339839.510495 + Penalty 2696.296562 = -337143.213933
  nChanged 18
		SP:Iteration 32Q (188407.850000 sec): 3 clusters
  Score: Raw -339848.780393 + Penalty 2696.296562 = -337152.483831
  nChanged 21
		SP:Iteration 33Q (188408.010000 sec): 3 clusters
  Score: Raw -339856.482342 + Penalty 2696.296562 = -337160.185780
  nChanged 18
		SP:Iteration 34Q (188408.200000 sec): 3 clusters
  Score: Raw -339863.047217 + Penalty 2696.296562 = -337166.750656
  nChanged 14
		SP:Iteration 35Q (188408.390000 sec): 3 clusters
  Score: Raw -339869.579656 + Penalty 2696.296562 = -337173.283094
  nChanged 19
		SP:Iteration 36Q (188408.580000 sec): 3 clusters
  Score: Raw -339881.362077 + Penalty 2696.296562 = -337185.065515
  nChanged 29
		SP:Iteration 37Q (188408.760000 sec): 3 clusters
  Score: Raw -339900.209681 + Penalty 2696.296562 = -337203.913119
  nChanged 24
		SP:Iteration 38Q (188408.960000 sec): 3 clusters
  Score: Raw -339913.366341 + Penalty 2696.296562 = -337217.069780
  nChanged 20
		SP:Iteration 39Q (188409.200000 sec): 3 clusters
  Score: Raw -339922.618356 + Penalty 2696.296562 = -337226.321795
  nChanged 25
		SP:Iteration 40F (188409.450000 sec): 3 clusters
  Score: Raw -339934.057408 + Penalty 2696.296562 = -337237.760846
  nChanged 19
		SP:Iteration 41Q (188409.620000 sec): 3 clusters
  Score: Raw -339943.410450 + Penalty 2696.296562 = -337247.113889
  nChanged 18
		SP:Iteration 42Q (188409.830000 sec): 3 clusters
  Score: Raw -339950.739345 + Penalty 2696.296562 = -337254.442783
  nChanged 14
		SP:Iteration 43Q (188410.060000 sec): 3 clusters
  Score: Raw -339957.583333 + Penalty 2696.296562 = -337261.286771
  nChanged 18
		SP:Iteration 44Q (188410.270000 sec): 3 clusters
  Score: Raw -339966.787716 + Penalty 2696.296562 = -337270.491154
  nChanged 23
		SP:Iteration 45Q (188410.450000 sec): 3 clusters
  Score: Raw -339979.794663 + Penalty 2696.296562 = -337283.498102
  nChanged 25
		SP:Iteration 46Q (188410.640000 sec): 3 clusters
  Score: Raw -339990.598765 + Penalty 2696.296562 = -337294.302203
  nChanged 19
		SP:Iteration 47Q (188410.900000 sec): 3 clusters
  Score: Raw -339998.898405 + Penalty 2696.296562 = -337302.601843
  nChanged 13
		SP:Iteration 48Q (188411.090000 sec): 3 clusters
  Score: Raw -340004.123855 + Penalty 2696.296562 = -337307.827293
  nChanged 14
		SP:Iteration 49Q (188411.280000 sec): 3 clusters
  Score: Raw -340012.308061 + Penalty 2696.296562 = -337316.011500
  nChanged 31
		SP:Iteration 50Q (188411.440000 sec): 3 clusters
  Score: Raw -340029.815664 + Penalty 2696.296562 = -337333.519103
  nChanged 25
		SP:Iteration 51Q (188411.640000 sec): 3 clusters
  Score: Raw -340040.284505 + Penalty 2696.296562 = -337343.987943
  nChanged 24
		SP:Iteration 52Q (188411.850000 sec): 3 clusters
  Score: Raw -340050.133029 + Penalty 2696.296562 = -337353.836467
  nChanged 12
		SP:Iteration 53Q (188412.070000 sec): 3 clusters
  Score: Raw -340055.364715 + Penalty 2696.296562 = -337359.068154
  nChanged 9
		SP:Iteration 54Q (188412.270000 sec): 3 clusters
  Score: Raw -340060.977977 + Penalty 2696.296562 = -337364.681415
  nChanged 12
		SP:Iteration 55Q (188412.530000 sec): 3 clusters
  Score: Raw -340065.324359 + Penalty 2696.296562 = -337369.027797
  nChanged 7
		SP:Iteration 56Q (188412.650000 sec): 3 clusters
  Score: Raw -340068.123202 + Penalty 2696.296562 = -337371.826640
  nChanged 10
		SP:Iteration 57Q (188412.850000 sec): 3 clusters
  Score: Raw -340070.987287 + Penalty 2696.296562 = -337374.690726
  nChanged 6
		SP:Iteration 58Q (188413.110000 sec): 3 clusters
  Score: Raw -340072.294315 + Penalty 2696.296562 = -337375.997753
  nChanged 6
		SP:Iteration 59Q (188413.320000 sec): 3 clusters
  Score: Raw -340073.844864 + Penalty 2696.296562 = -337377.548303
  nChanged 4
		SP:Iteration 60F (188413.550000 sec): 3 clusters
  Score: Raw -340075.176509 + Penalty 2696.296562 = -337378.879947
  nChanged 3
		SP:Iteration 61Q (188413.750000 sec): 3 clusters
  Score: Raw -340075.900439 + Penalty 2696.296562 = -337379.603878
  nChanged 3
		SP:Iteration 62Q (188413.940000 sec): 3 clusters
  Score: Raw -340076.818342 + Penalty 2696.296562 = -337380.521780
  nChanged 4
		SP:Iteration 63Q (188414.110000 sec): 3 clusters
  Score: Raw -340077.844008 + Penalty 2696.296562 = -337381.547447
  nChanged 3
		SP:Iteration 64Q (188414.330000 sec): 3 clusters
  Score: Raw -340078.724575 + Penalty 2696.296562 = -337382.428013
  nChanged 5
		SP:Iteration 65Q (188414.510000 sec): 3 clusters
  Score: Raw -340081.395585 + Penalty 2696.296562 = -337385.099024
  nChanged 6
		SP:Iteration 66Q (188414.710000 sec): 3 clusters
  Score: Raw -340084.583732 + Penalty 2696.296562 = -337388.287171
  nChanged 9
		SP:Iteration 67Q (188414.890000 sec): 3 clusters
  Score: Raw -340088.309238 + Penalty 2696.296562 = -337392.012677
  nChanged 7
		SP:Iteration 68Q (188415.090000 sec): 3 clusters
  Score: Raw -340091.201781 + Penalty 2696.296562 = -337394.905219
  nChanged 7
		SP:Iteration 69Q (188415.270000 sec): 3 clusters
  Score: Raw -340094.238243 + Penalty 2696.296562 = -337397.941681
  nChanged 8
		SP:Iteration 70Q (188415.430000 sec): 3 clusters
  Score: Raw -340096.475435 + Penalty 2696.296562 = -337400.178874
  nChanged 8
		SP:Iteration 71Q (188415.650000 sec): 3 clusters
  Score: Raw -340098.827909 + Penalty 2696.296562 = -337402.531348
  nChanged 5
		SP:Iteration 72Q (188415.810000 sec): 3 clusters
  Score: Raw -340100.324380 + Penalty 2696.296562 = -337404.027819
  nChanged 2
		SP:Iteration 73Q (188415.970000 sec): 3 clusters
  Score: Raw -340100.861749 + Penalty 2696.296562 = -337404.565187
  nChanged 0
		SP:Iteration 74F (188416.100000 sec): 3 clusters
  Score: Raw -340100.861749 + Penalty 2696.296562 = -337404.565187
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 4 (16600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188416.270000 sec): 2 clusters
  Score: Raw -1588877.376556 + Penalty 1579.038171 = -1587298.338385
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188416.530000 sec): 3 clusters
  Score: Raw -1579086.213921 + Penalty 3158.076342 = -1575928.137580
  nChanged 7375
		SP:Iteration 1F (188416.740000 sec): 3 clusters
  Score: Raw -1582870.818370 + Penalty 3158.076342 = -1579712.742028
  nChanged 729
		SP:Iteration 2Q (188416.950000 sec): 3 clusters
  Score: Raw -1583081.692172 + Penalty 3158.076342 = -1579923.615830
  nChanged 610
		SP:Iteration 3Q (188417.140000 sec): 3 clusters
  Score: Raw -1583253.217289 + Penalty 3158.076342 = -1580095.140947
  nChanged 556
		SP:Iteration 4Q (188417.350000 sec): 3 clusters
  Score: Raw -1583423.917293 + Penalty 3158.076342 = -1580265.840951
  nChanged 576
		SP:Iteration 5Q (188417.560000 sec): 3 clusters
  Score: Raw -1583623.265952 + Penalty 3158.076342 = -1580465.189611
  nChanged 589
		SP:Iteration 6Q (188417.790000 sec): 3 clusters
  Score: Raw -1583849.806562 + Penalty 3158.076342 = -1580691.730221
  nChanged 710
		SP:Iteration 7Q (188418.010000 sec): 3 clusters
  Score: Raw -1584203.101785 + Penalty 3158.076342 = -1581045.025443
  nChanged 910
		SP:Iteration 8F (188418.250000 sec): 3 clusters
  Score: Raw -1584740.840724 + Penalty 3158.076342 = -1581582.764383
  nChanged 1052
		SP:Iteration 9F (188418.470000 sec): 3 clusters
  Score: Raw -1585502.568977 + Penalty 3158.076342 = -1582344.492635
  nChanged 1150
		SP:Iteration 10F (188418.710000 sec): 3 clusters
  Score: Raw -1586506.644402 + Penalty 3158.076342 = -1583348.568060
  nChanged 1088
		SP:Iteration 11F (188418.940000 sec): 3 clusters
  Score: Raw -1587582.773554 + Penalty 3158.076342 = -1584424.697212
  nChanged 761
		SP:Iteration 12Q (188419.180000 sec): 3 clusters
  Score: Raw -1588357.928351 + Penalty 3158.076342 = -1585199.852009
  nChanged 366
		SP:Iteration 13Q (188419.420000 sec): 3 clusters
  Score: Raw -1588753.131781 + Penalty 3158.076342 = -1585595.055439
  nChanged 141
		SP:Iteration 14Q (188419.710000 sec): 3 clusters
  Score: Raw -1588921.564818 + Penalty 3158.076342 = -1585763.488477
  nChanged 56
		SP:Iteration 15Q (188419.950000 sec): 3 clusters
  Score: Raw -1589000.822693 + Penalty 3158.076342 = -1585842.746352
  nChanged 20
		SP:Iteration 16Q (188420.190000 sec): 3 clusters
  Score: Raw -1589032.087926 + Penalty 3158.076342 = -1585874.011584
  nChanged 15
		SP:Iteration 17Q (188420.420000 sec): 3 clusters
  Score: Raw -1589059.607827 + Penalty 3158.076342 = -1585901.531486
  nChanged 6
		SP:Iteration 18Q (188420.700000 sec): 3 clusters
  Score: Raw -1589068.815065 + Penalty 3158.076342 = -1585910.738723
  nChanged 3
		SP:Iteration 19Q (188420.950000 sec): 3 clusters
  Score: Raw -1589073.480605 + Penalty 3158.076342 = -1585915.404263
  nChanged 2
		SP:Iteration 20F (188421.190000 sec): 3 clusters
  Score: Raw -1589076.346522 + Penalty 3158.076342 = -1585918.270181
  nChanged 1
		SP:Iteration 21Q (188421.450000 sec): 3 clusters
  Score: Raw -1589076.906976 + Penalty 3158.076342 = -1585918.830635
  nChanged 0
		SP:Iteration 22F (188421.690000 sec): 3 clusters
  Score: Raw -1589076.906976 + Penalty 3158.076342 = -1585918.830635
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 5 (162265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188422.490000 sec): 2 clusters
  Score: Raw -13899409.917644 + Penalty 1949.510238 = -13897460.407406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188423.340000 sec): 3 clusters
  Score: Raw -13792187.986554 + Penalty 3899.020476 = -13788288.966078
  nChanged 78485
		SP:Iteration 1F (188424.240000 sec): 3 clusters
  Score: Raw -13838798.245102 + Penalty 3899.020476 = -13834899.224626
  nChanged 4899
		SP:Iteration 2Q (188425.220000 sec): 3 clusters
  Score: Raw -13839965.123848 + Penalty 3899.020476 = -13836066.103372
  nChanged 5400
		SP:Iteration 3Q (188426.290000 sec): 3 clusters
  Score: Raw -13841482.745805 + Penalty 3899.020476 = -13837583.725329
  nChanged 6219
		SP:Iteration 4Q (188427.270000 sec): 3 clusters
  Score: Raw -13843566.619868 + Penalty 3899.020476 = -13839667.599392
  nChanged 7239
		SP:Iteration 5Q (188428.170000 sec): 3 clusters
  Score: Raw -13846448.479239 + Penalty 3899.020476 = -13842549.458763
  nChanged 8657
		SP:Iteration 6F (188429.000000 sec): 3 clusters
  Score: Raw -13850465.193311 + Penalty 3899.020476 = -13846566.172835
  nChanged 9858
		SP:Iteration 7F (188429.810000 sec): 3 clusters
  Score: Raw -13855617.867110 + Penalty 3899.020476 = -13851718.846634
  nChanged 10308
		SP:Iteration 8F (188430.700000 sec): 3 clusters
  Score: Raw -13861472.749415 + Penalty 3899.020476 = -13857573.728938
  nChanged 9953
		SP:Iteration 9F (188431.640000 sec): 3 clusters
  Score: Raw -13867375.751063 + Penalty 3899.020476 = -13863476.730587
  nChanged 8864
		SP:Iteration 10F (188432.420000 sec): 3 clusters
  Score: Raw -13873156.445677 + Penalty 3899.020476 = -13869257.425201
  nChanged 7600
		SP:Iteration 11Q (188433.350000 sec): 3 clusters
  Score: Raw -13878703.912141 + Penalty 3899.020476 = -13874804.891665
  nChanged 6542
		SP:Iteration 12Q (188434.350000 sec): 3 clusters
  Score: Raw -13883860.609246 + Penalty 3899.020476 = -13879961.588770
  nChanged 5263
		SP:Iteration 13Q (188435.300000 sec): 3 clusters
  Score: Raw -13887914.335243 + Penalty 3899.020476 = -13884015.314767
  nChanged 4279
		SP:Iteration 14Q (188436.270000 sec): 3 clusters
  Score: Raw -13890863.651495 + Penalty 3899.020476 = -13886964.631019
  nChanged 3458
		SP:Iteration 15Q (188437.190000 sec): 3 clusters
  Score: Raw -13893007.294540 + Penalty 3899.020476 = -13889108.274064
  nChanged 2919
		SP:Iteration 16Q (188438.170000 sec): 3 clusters
  Score: Raw -13894711.592380 + Penalty 3899.020476 = -13890812.571904
  nChanged 2497
		SP:Iteration 17Q (188439.090000 sec): 3 clusters
  Score: Raw -13896112.453768 + Penalty 3899.020476 = -13892213.433292
  nChanged 2079
		SP:Iteration 18Q (188439.970000 sec): 3 clusters
  Score: Raw -13897279.092668 + Penalty 3899.020476 = -13893380.072192
  nChanged 1669
		SP:Iteration 19Q (188440.830000 sec): 3 clusters
  Score: Raw -13898219.413420 + Penalty 3899.020476 = -13894320.392944
  nChanged 1343
		SP:Iteration 20F (188441.720000 sec): 3 clusters
  Score: Raw -13898985.918092 + Penalty 3899.020476 = -13895086.897616
  nChanged 1058
		SP:Iteration 21Q (188442.490000 sec): 3 clusters
  Score: Raw -13899555.367863 + Penalty 3899.020476 = -13895656.347387
  nChanged 830
		SP:Iteration 22Q (188443.290000 sec): 3 clusters
  Score: Raw -13899947.864709 + Penalty 3899.020476 = -13896048.844233
  nChanged 673
		SP:Iteration 23Q (188444.100000 sec): 3 clusters
  Score: Raw -13900231.704490 + Penalty 3899.020476 = -13896332.684014
  nChanged 540
		SP:Iteration 24Q (188444.900000 sec): 3 clusters
  Score: Raw -13900452.512976 + Penalty 3899.020476 = -13896553.492500
  nChanged 448
		SP:Iteration 25Q (188445.640000 sec): 3 clusters
  Score: Raw -13900601.368421 + Penalty 3899.020476 = -13896702.347945
  nChanged 355
		SP:Iteration 26Q (188446.530000 sec): 3 clusters
  Score: Raw -13900706.893795 + Penalty 3899.020476 = -13896807.873319
  nChanged 271
		SP:Iteration 27Q (188447.430000 sec): 3 clusters
  Score: Raw -13900776.420119 + Penalty 3899.020476 = -13896877.399643
  nChanged 243
		SP:Iteration 28Q (188448.270000 sec): 3 clusters
  Score: Raw -13900836.829602 + Penalty 3899.020476 = -13896937.809126
  nChanged 212
		SP:Iteration 29Q (188449.120000 sec): 3 clusters
  Score: Raw -13900890.884411 + Penalty 3899.020476 = -13896991.863935
  nChanged 172
		SP:Iteration 30Q (188450.160000 sec): 3 clusters
  Score: Raw -13900930.639889 + Penalty 3899.020476 = -13897031.619413
  nChanged 154
		SP:Iteration 31Q (188451.020000 sec): 3 clusters
  Score: Raw -13900960.032693 + Penalty 3899.020476 = -13897061.012217
  nChanged 139
		SP:Iteration 32Q (188451.970000 sec): 3 clusters
  Score: Raw -13900984.379213 + Penalty 3899.020476 = -13897085.358737
  nChanged 133
		SP:Iteration 33Q (188452.840000 sec): 3 clusters
  Score: Raw -13901008.465280 + Penalty 3899.020476 = -13897109.444804
  nChanged 121
		SP:Iteration 34Q (188453.680000 sec): 3 clusters
  Score: Raw -13901031.804029 + Penalty 3899.020476 = -13897132.783553
  nChanged 108
		SP:Iteration 35Q (188454.510000 sec): 3 clusters
  Score: Raw -13901051.986653 + Penalty 3899.020476 = -13897152.966177
  nChanged 93
		SP:Iteration 36Q (188455.320000 sec): 3 clusters
  Score: Raw -13901066.526999 + Penalty 3899.020476 = -13897167.506523
  nChanged 68
		SP:Iteration 37Q (188456.160000 sec): 3 clusters
  Score: Raw -13901074.762291 + Penalty 3899.020476 = -13897175.741814
  nChanged 54
		SP:Iteration 38Q (188456.980000 sec): 3 clusters
  Score: Raw -13901081.856305 + Penalty 3899.020476 = -13897182.835829
  nChanged 51
		SP:Iteration 39Q (188457.840000 sec): 3 clusters
  Score: Raw -13901087.656048 + Penalty 3899.020476 = -13897188.635571
  nChanged 39
		SP:Iteration 40F (188458.780000 sec): 3 clusters
  Score: Raw -13901092.068183 + Penalty 3899.020476 = -13897193.047707
  nChanged 36
		SP:Iteration 41Q (188459.600000 sec): 3 clusters
  Score: Raw -13901096.644341 + Penalty 3899.020476 = -13897197.623865
  nChanged 39
		SP:Iteration 42Q (188460.530000 sec): 3 clusters
  Score: Raw -13901100.755287 + Penalty 3899.020476 = -13897201.734811
  nChanged 33
		SP:Iteration 43Q (188461.400000 sec): 3 clusters
  Score: Raw -13901104.652967 + Penalty 3899.020476 = -13897205.632490
  nChanged 33
		SP:Iteration 44Q (188462.160000 sec): 3 clusters
  Score: Raw -13901107.659522 + Penalty 3899.020476 = -13897208.639046
  nChanged 21
		SP:Iteration 45Q (188462.950000 sec): 3 clusters
  Score: Raw -13901109.256340 + Penalty 3899.020476 = -13897210.235864
  nChanged 13
		SP:Iteration 46Q (188463.700000 sec): 3 clusters
  Score: Raw -13901110.238574 + Penalty 3899.020476 = -13897211.218098
  nChanged 12
		SP:Iteration 47Q (188464.550000 sec): 3 clusters
  Score: Raw -13901110.982006 + Penalty 3899.020476 = -13897211.961530
  nChanged 9
		SP:Iteration 48Q (188465.350000 sec): 3 clusters
  Score: Raw -13901111.581870 + Penalty 3899.020476 = -13897212.561394
  nChanged 12
		SP:Iteration 49Q (188466.280000 sec): 3 clusters
  Score: Raw -13901112.532309 + Penalty 3899.020476 = -13897213.511833
  nChanged 15
		SP:Iteration 50Q (188467.110000 sec): 3 clusters
  Score: Raw -13901113.920380 + Penalty 3899.020476 = -13897214.899904
  nChanged 13
		SP:Iteration 51Q (188467.970000 sec): 3 clusters
  Score: Raw -13901114.865703 + Penalty 3899.020476 = -13897215.845227
  nChanged 16
		SP:Iteration 52Q (188468.780000 sec): 3 clusters
  Score: Raw -13901116.195429 + Penalty 3899.020476 = -13897217.174953
  nChanged 16
		SP:Iteration 53Q (188469.700000 sec): 3 clusters
  Score: Raw -13901117.315841 + Penalty 3899.020476 = -13897218.295364
  nChanged 11
		SP:Iteration 54Q (188470.550000 sec): 3 clusters
  Score: Raw -13901118.181467 + Penalty 3899.020476 = -13897219.160991
  nChanged 8
		SP:Iteration 55Q (188471.430000 sec): 3 clusters
  Score: Raw -13901118.775697 + Penalty 3899.020476 = -13897219.755221
  nChanged 7
		SP:Iteration 56Q (188472.260000 sec): 3 clusters
  Score: Raw -13901119.267751 + Penalty 3899.020476 = -13897220.247275
  nChanged 5
		SP:Iteration 57Q (188473.100000 sec): 3 clusters
  Score: Raw -13901119.602742 + Penalty 3899.020476 = -13897220.582266
  nChanged 7
		SP:Iteration 58Q (188473.880000 sec): 3 clusters
  Score: Raw -13901119.919037 + Penalty 3899.020476 = -13897220.898561
  nChanged 3
		SP:Iteration 59Q (188474.710000 sec): 3 clusters
  Score: Raw -13901120.042654 + Penalty 3899.020476 = -13897221.022178
  nChanged 1
		SP:Iteration 60F (188475.530000 sec): 3 clusters
  Score: Raw -13901120.099610 + Penalty 3899.020476 = -13897221.079134
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 6 (4092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188475.680000 sec): 2 clusters
  Score: Raw -346891.257305 + Penalty 1351.478233 = -345539.779072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188475.910000 sec): 3 clusters
  Score: Raw -344873.094186 + Penalty 2702.956466 = -342170.137720
  nChanged 1585
		SP:Iteration 1F (188476.120000 sec): 3 clusters
  Score: Raw -345784.077704 + Penalty 2702.956466 = -343081.121238
  nChanged 303
		SP:Iteration 2F (188476.300000 sec): 3 clusters
  Score: Raw -345992.027245 + Penalty 2702.956466 = -343289.070779
  nChanged 245
		SP:Iteration 3F (188476.510000 sec): 3 clusters
  Score: Raw -346148.750769 + Penalty 2702.956466 = -343445.794303
  nChanged 194
		SP:Iteration 4Q (188476.710000 sec): 3 clusters
  Score: Raw -346262.906006 + Penalty 2702.956466 = -343559.949540
  nChanged 167
		SP:Iteration 5Q (188476.880000 sec): 3 clusters
  Score: Raw -346367.031467 + Penalty 2702.956466 = -343664.075001
  nChanged 159
		SP:Iteration 6Q (188477.120000 sec): 3 clusters
  Score: Raw -346471.816723 + Penalty 2702.956466 = -343768.860256
  nChanged 153
		SP:Iteration 7Q (188477.310000 sec): 3 clusters
  Score: Raw -346570.594968 + Penalty 2702.956466 = -343867.638502
  nChanged 133
		SP:Iteration 8Q (188477.520000 sec): 3 clusters
  Score: Raw -346652.515900 + Penalty 2702.956466 = -343949.559433
  nChanged 109
		SP:Iteration 9Q (188477.740000 sec): 3 clusters
  Score: Raw -346723.396490 + Penalty 2702.956466 = -344020.440023
  nChanged 99
		SP:Iteration 10Q (188477.990000 sec): 3 clusters
  Score: Raw -346788.174789 + Penalty 2702.956466 = -344085.218323
  nChanged 83
		SP:Iteration 11Q (188478.210000 sec): 3 clusters
  Score: Raw -346838.946079 + Penalty 2702.956466 = -344135.989613
  nChanged 74
		SP:Iteration 12Q (188478.410000 sec): 3 clusters
  Score: Raw -346888.670483 + Penalty 2702.956466 = -344185.714016
  nChanged 47
		SP:Iteration 13Q (188478.610000 sec): 3 clusters
  Score: Raw -346925.943869 + Penalty 2702.956466 = -344222.987403
  nChanged 55
		SP:Iteration 14Q (188478.750000 sec): 3 clusters
  Score: Raw -346959.897645 + Penalty 2702.956466 = -344256.941179
  nChanged 49
		SP:Iteration 15Q (188478.960000 sec): 3 clusters
  Score: Raw -346991.624921 + Penalty 2702.956466 = -344288.668455
  nChanged 33
		SP:Iteration 16Q (188479.150000 sec): 3 clusters
  Score: Raw -347014.697988 + Penalty 2702.956466 = -344311.741522
  nChanged 30
		SP:Iteration 17Q (188479.300000 sec): 3 clusters
  Score: Raw -347033.733747 + Penalty 2702.956466 = -344330.777281
  nChanged 23
		SP:Iteration 18Q (188479.510000 sec): 3 clusters
  Score: Raw -347048.278266 + Penalty 2702.956466 = -344345.321800
  nChanged 14
		SP:Iteration 19Q (188479.700000 sec): 3 clusters
  Score: Raw -347058.419600 + Penalty 2702.956466 = -344355.463134
  nChanged 18
		SP:Iteration 20F (188479.860000 sec): 3 clusters
  Score: Raw -347069.288847 + Penalty 2702.956466 = -344366.332381
  nChanged 13
		SP:Iteration 21Q (188480.070000 sec): 3 clusters
  Score: Raw -347078.886649 + Penalty 2702.956466 = -344375.930183
  nChanged 13
		SP:Iteration 22Q (188480.250000 sec): 3 clusters
  Score: Raw -347086.274169 + Penalty 2702.956466 = -344383.317703
  nChanged 5
		SP:Iteration 23Q (188480.460000 sec): 3 clusters
  Score: Raw -347090.462354 + Penalty 2702.956466 = -344387.505888
  nChanged 4
		SP:Iteration 24Q (188480.660000 sec): 3 clusters
  Score: Raw -347092.797326 + Penalty 2702.956466 = -344389.840860
  nChanged 4
		SP:Iteration 25Q (188480.830000 sec): 3 clusters
  Score: Raw -347094.000686 + Penalty 2702.956466 = -344391.044220
  nChanged 1
		SP:Iteration 26Q (188481.030000 sec): 3 clusters
  Score: Raw -347095.345196 + Penalty 2702.956466 = -344392.388729
  nChanged 3
		SP:Iteration 27Q (188481.230000 sec): 3 clusters
  Score: Raw -347097.623732 + Penalty 2702.956466 = -344394.667266
  nChanged 5
		SP:Iteration 28Q (188481.420000 sec): 3 clusters
  Score: Raw -347102.718321 + Penalty 2702.956466 = -344399.761854
  nChanged 5
		SP:Iteration 29Q (188481.610000 sec): 3 clusters
  Score: Raw -347106.241463 + Penalty 2702.956466 = -344403.284997
  nChanged 2
		SP:Iteration 30Q (188481.790000 sec): 3 clusters
  Score: Raw -347107.546288 + Penalty 2702.956466 = -344404.589822
  nChanged 0
		SP:Iteration 31F (188481.960000 sec): 3 clusters
  Score: Raw -347107.546288 + Penalty 2702.956466 = -344404.589822
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 7 (7128 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188482.070000 sec): 2 clusters
  Score: Raw -566919.232662 + Penalty 1441.665220 = -565477.567442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188482.320000 sec): 3 clusters
  Score: Raw -563037.827977 + Penalty 2883.330440 = -560154.497537
  nChanged 3030
		SP:Iteration 1F (188482.480000 sec): 3 clusters
  Score: Raw -564725.565136 + Penalty 2883.330440 = -561842.234697
  nChanged 521
		SP:Iteration 2F (188482.680000 sec): 3 clusters
  Score: Raw -565052.441256 + Penalty 2883.330440 = -562169.110816
  nChanged 458
		SP:Iteration 3F (188482.890000 sec): 3 clusters
  Score: Raw -565396.410943 + Penalty 2883.330440 = -562513.080503
  nChanged 432
		SP:Iteration 4F (188483.110000 sec): 3 clusters
  Score: Raw -565774.204218 + Penalty 2883.330440 = -562890.873778
  nChanged 449
		SP:Iteration 5F (188483.300000 sec): 3 clusters
  Score: Raw -566210.272600 + Penalty 2883.330440 = -563326.942160
  nChanged 454
		SP:Iteration 6F (188483.490000 sec): 3 clusters
  Score: Raw -566621.583920 + Penalty 2883.330440 = -563738.253480
  nChanged 405
		SP:Iteration 7F (188483.720000 sec): 3 clusters
  Score: Raw -566988.543609 + Penalty 2883.330440 = -564105.213169
  nChanged 365
		SP:Iteration 8F (188483.920000 sec): 3 clusters
  Score: Raw -567293.777671 + Penalty 2883.330440 = -564410.447231
  nChanged 299
		SP:Iteration 9Q (188484.110000 sec): 3 clusters
  Score: Raw -567501.523055 + Penalty 2883.330440 = -564618.192615
  nChanged 214
		SP:Iteration 10Q (188484.350000 sec): 3 clusters
  Score: Raw -567614.439274 + Penalty 2883.330440 = -564731.108834
  nChanged 143
		SP:Iteration 11Q (188484.520000 sec): 3 clusters
  Score: Raw -567674.951961 + Penalty 2883.330440 = -564791.621521
  nChanged 110
		SP:Iteration 12Q (188484.720000 sec): 3 clusters
  Score: Raw -567714.326475 + Penalty 2883.330440 = -564830.996035
  nChanged 87
		SP:Iteration 13Q (188484.910000 sec): 3 clusters
  Score: Raw -567745.632177 + Penalty 2883.330440 = -564862.301738
  nChanged 65
		SP:Iteration 14Q (188485.130000 sec): 3 clusters
  Score: Raw -567768.895186 + Penalty 2883.330440 = -564885.564746
  nChanged 55
		SP:Iteration 15Q (188485.290000 sec): 3 clusters
  Score: Raw -567787.908336 + Penalty 2883.330440 = -564904.577896
  nChanged 48
		SP:Iteration 16Q (188485.470000 sec): 3 clusters
  Score: Raw -567801.745629 + Penalty 2883.330440 = -564918.415189
  nChanged 44
		SP:Iteration 17Q (188485.670000 sec): 3 clusters
  Score: Raw -567812.652996 + Penalty 2883.330440 = -564929.322556
  nChanged 38
		SP:Iteration 18Q (188485.870000 sec): 3 clusters
  Score: Raw -567824.302250 + Penalty 2883.330440 = -564940.971810
  nChanged 35
		SP:Iteration 19Q (188486.110000 sec): 3 clusters
  Score: Raw -567834.291587 + Penalty 2883.330440 = -564950.961147
  nChanged 39
		SP:Iteration 20F (188486.340000 sec): 3 clusters
  Score: Raw -567844.877997 + Penalty 2883.330440 = -564961.547557
  nChanged 24
		SP:Iteration 21Q (188486.570000 sec): 3 clusters
  Score: Raw -567849.540279 + Penalty 2883.330440 = -564966.209839
  nChanged 31
		SP:Iteration 22Q (188486.860000 sec): 3 clusters
  Score: Raw -567858.427140 + Penalty 2883.330440 = -564975.096700
  nChanged 36
		SP:Iteration 23Q (188487.040000 sec): 3 clusters
  Score: Raw -567869.113433 + Penalty 2883.330440 = -564985.782993
  nChanged 28
		SP:Iteration 24Q (188487.270000 sec): 3 clusters
  Score: Raw -567876.574548 + Penalty 2883.330440 = -564993.244108
  nChanged 29
		SP:Iteration 25Q (188487.440000 sec): 3 clusters
  Score: Raw -567884.783734 + Penalty 2883.330440 = -565001.453294
  nChanged 31
		SP:Iteration 26Q (188487.650000 sec): 3 clusters
  Score: Raw -567892.946557 + Penalty 2883.330440 = -565009.616117
  nChanged 25
		SP:Iteration 27Q (188487.880000 sec): 3 clusters
  Score: Raw -567900.398173 + Penalty 2883.330440 = -565017.067733
  nChanged 28
		SP:Iteration 28Q (188488.040000 sec): 3 clusters
  Score: Raw -567908.318813 + Penalty 2883.330440 = -565024.988373
  nChanged 30
		SP:Iteration 29Q (188488.240000 sec): 3 clusters
  Score: Raw -567915.812749 + Penalty 2883.330440 = -565032.482309
  nChanged 27
		SP:Iteration 30Q (188488.450000 sec): 3 clusters
  Score: Raw -567921.741772 + Penalty 2883.330440 = -565038.411332
  nChanged 17
		SP:Iteration 31Q (188488.660000 sec): 3 clusters
  Score: Raw -567924.692343 + Penalty 2883.330440 = -565041.361903
  nChanged 17
		SP:Iteration 32Q (188488.880000 sec): 3 clusters
  Score: Raw -567927.960258 + Penalty 2883.330440 = -565044.629818
  nChanged 7
		SP:Iteration 33Q (188489.040000 sec): 3 clusters
  Score: Raw -567929.665178 + Penalty 2883.330440 = -565046.334738
  nChanged 7
		SP:Iteration 34Q (188489.240000 sec): 3 clusters
  Score: Raw -567931.304505 + Penalty 2883.330440 = -565047.974065
  nChanged 6
		SP:Iteration 35Q (188489.470000 sec): 3 clusters
  Score: Raw -567932.151242 + Penalty 2883.330440 = -565048.820802
  nChanged 9
		SP:Iteration 36Q (188489.650000 sec): 3 clusters
  Score: Raw -567934.313534 + Penalty 2883.330440 = -565050.983094
  nChanged 11
		SP:Iteration 37Q (188489.860000 sec): 3 clusters
  Score: Raw -567935.457402 + Penalty 2883.330440 = -565052.126962
  nChanged 6
		SP:Iteration 38Q (188490.090000 sec): 3 clusters
  Score: Raw -567936.318388 + Penalty 2883.330440 = -565052.987948
  nChanged 4
		SP:Iteration 39Q (188490.320000 sec): 3 clusters
  Score: Raw -567936.864830 + Penalty 2883.330440 = -565053.534390
  nChanged 6
		SP:Iteration 40F (188490.530000 sec): 3 clusters
  Score: Raw -567937.561954 + Penalty 2883.330440 = -565054.231514
  nChanged 3
		SP:Iteration 41Q (188490.730000 sec): 3 clusters
  Score: Raw -567938.088899 + Penalty 2883.330440 = -565054.758459
  nChanged 4
		SP:Iteration 42Q (188490.920000 sec): 3 clusters
  Score: Raw -567938.978290 + Penalty 2883.330440 = -565055.647850
  nChanged 3
		SP:Iteration 43Q (188491.170000 sec): 3 clusters
  Score: Raw -567939.767500 + Penalty 2883.330440 = -565056.437060
  nChanged 3
		SP:Iteration 44Q (188491.390000 sec): 3 clusters
  Score: Raw -567940.116023 + Penalty 2883.330440 = -565056.785583
  nChanged 4
		SP:Iteration 45Q (188491.570000 sec): 3 clusters
  Score: Raw -567940.586884 + Penalty 2883.330440 = -565057.256444
  nChanged 4
		SP:Iteration 46Q (188491.800000 sec): 3 clusters
  Score: Raw -567941.604661 + Penalty 2883.330440 = -565058.274221
  nChanged 8
		SP:Iteration 47Q (188492.050000 sec): 3 clusters
  Score: Raw -567942.534899 + Penalty 2883.330440 = -565059.204459
  nChanged 5
		SP:Iteration 48Q (188492.250000 sec): 3 clusters
  Score: Raw -567943.161620 + Penalty 2883.330440 = -565059.831180
  nChanged 4
		SP:Iteration 49Q (188492.460000 sec): 3 clusters
  Score: Raw -567943.423923 + Penalty 2883.330440 = -565060.093483
  nChanged 3
		SP:Iteration 50Q (188492.680000 sec): 3 clusters
  Score: Raw -567943.692945 + Penalty 2883.330440 = -565060.362505
  nChanged 2
		SP:Iteration 51Q (188492.920000 sec): 3 clusters
  Score: Raw -567943.864671 + Penalty 2883.330440 = -565060.534231
  nChanged 1
		SP:Iteration 52Q (188493.190000 sec): 3 clusters
  Score: Raw -567943.912837 + Penalty 2883.330440 = -565060.582397
  nChanged 2
		SP:Iteration 53Q (188493.410000 sec): 3 clusters
  Score: Raw -567944.268829 + Penalty 2883.330440 = -565060.938389
  nChanged 2
		SP:Iteration 54Q (188493.570000 sec): 3 clusters
  Score: Raw -567944.640436 + Penalty 2883.330440 = -565061.309996
  nChanged 2
		SP:Iteration 55Q (188493.760000 sec): 3 clusters
  Score: Raw -567945.007071 + Penalty 2883.330440 = -565061.676631
  nChanged 3
		SP:Iteration 56Q (188493.980000 sec): 3 clusters
  Score: Raw -567945.270102 + Penalty 2883.330440 = -565061.939662
  nChanged 1
		SP:Iteration 57Q (188494.220000 sec): 3 clusters
  Score: Raw -567945.281048 + Penalty 2883.330440 = -565061.950608
  nChanged 0
		SP:Iteration 58F (188494.440000 sec): 3 clusters
  Score: Raw -567945.281048 + Penalty 2883.330440 = -565061.950608
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 8 (1647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188494.510000 sec): 2 clusters
  Score: Raw -138214.014870 + Penalty 1203.590494 = -137010.424376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188494.720000 sec): 3 clusters
  Score: Raw -137561.767739 + Penalty 2407.180987 = -135154.586752
  nChanged 565
		SP:Iteration 1F (188494.900000 sec): 3 clusters
  Score: Raw -137973.193107 + Penalty 2407.180987 = -135566.012120
  nChanged 136
		SP:Iteration 2F (188495.040000 sec): 3 clusters
  Score: Raw -138092.936337 + Penalty 2407.180987 = -135685.755349
  nChanged 84
		SP:Iteration 3F (188495.190000 sec): 3 clusters
  Score: Raw -138158.464550 + Penalty 2407.180987 = -135751.283563
  nChanged 45
		SP:Iteration 4Q (188495.370000 sec): 3 clusters
  Score: Raw -138190.560051 + Penalty 2407.180987 = -135783.379064
  nChanged 35
		SP:Iteration 5Q (188495.580000 sec): 3 clusters
  Score: Raw -138212.685444 + Penalty 2407.180987 = -135805.504457
  nChanged 33
		SP:Iteration 6Q (188495.770000 sec): 3 clusters
  Score: Raw -138237.083503 + Penalty 2407.180987 = -135829.902515
  nChanged 35
		SP:Iteration 7Q (188495.990000 sec): 3 clusters
  Score: Raw -138262.261555 + Penalty 2407.180987 = -135855.080568
  nChanged 27
		SP:Iteration 8Q (188496.170000 sec): 3 clusters
  Score: Raw -138284.581962 + Penalty 2407.180987 = -135877.400974
  nChanged 32
		SP:Iteration 9Q (188496.380000 sec): 3 clusters
  Score: Raw -138310.481536 + Penalty 2407.180987 = -135903.300549
  nChanged 37
		SP:Iteration 10Q (188496.620000 sec): 3 clusters
  Score: Raw -138350.760280 + Penalty 2407.180987 = -135943.579292
  nChanged 42
		SP:Iteration 11Q (188496.840000 sec): 3 clusters
  Score: Raw -138402.775364 + Penalty 2407.180987 = -135995.594376
  nChanged 35
		SP:Iteration 12Q (188497.040000 sec): 3 clusters
  Score: Raw -138446.316369 + Penalty 2407.180987 = -136039.135381
  nChanged 40
		SP:Iteration 13Q (188497.190000 sec): 3 clusters
  Score: Raw -138487.831505 + Penalty 2407.180987 = -136080.650518
  nChanged 38
		SP:Iteration 14Q (188497.390000 sec): 3 clusters
  Score: Raw -138524.844563 + Penalty 2407.180987 = -136117.663576
  nChanged 30
		SP:Iteration 15Q (188497.560000 sec): 3 clusters
  Score: Raw -138552.417863 + Penalty 2407.180987 = -136145.236875
  nChanged 16
		SP:Iteration 16Q (188497.800000 sec): 3 clusters
  Score: Raw -138568.717544 + Penalty 2407.180987 = -136161.536556
  nChanged 15
		SP:Iteration 17Q (188497.950000 sec): 3 clusters
  Score: Raw -138578.142193 + Penalty 2407.180987 = -136170.961205
  nChanged 9
		SP:Iteration 18Q (188498.160000 sec): 3 clusters
  Score: Raw -138583.509977 + Penalty 2407.180987 = -136176.328990
  nChanged 9
		SP:Iteration 19Q (188498.380000 sec): 3 clusters
  Score: Raw -138592.504980 + Penalty 2407.180987 = -136185.323993
  nChanged 10
		SP:Iteration 20F (188498.560000 sec): 3 clusters
  Score: Raw -138600.753256 + Penalty 2407.180987 = -136193.572269
  nChanged 7
		SP:Iteration 21Q (188498.740000 sec): 3 clusters
  Score: Raw -138609.137121 + Penalty 2407.180987 = -136201.956134
  nChanged 15
		SP:Iteration 22Q (188498.900000 sec): 3 clusters
  Score: Raw -138623.343159 + Penalty 2407.180987 = -136216.162171
  nChanged 9
		SP:Iteration 23Q (188499.080000 sec): 3 clusters
  Score: Raw -138632.148176 + Penalty 2407.180987 = -136224.967188
  nChanged 4
		SP:Iteration 24Q (188499.250000 sec): 3 clusters
  Score: Raw -138636.213552 + Penalty 2407.180987 = -136229.032565
  nChanged 5
		SP:Iteration 25Q (188499.420000 sec): 3 clusters
  Score: Raw -138642.588995 + Penalty 2407.180987 = -136235.408007
  nChanged 10
		SP:Iteration 26Q (188499.610000 sec): 3 clusters
  Score: Raw -138648.298070 + Penalty 2407.180987 = -136241.117083
  nChanged 3
		SP:Iteration 27Q (188499.860000 sec): 3 clusters
  Score: Raw -138650.527073 + Penalty 2407.180987 = -136243.346085
  nChanged 2
		SP:Iteration 28Q (188500.060000 sec): 3 clusters
  Score: Raw -138651.617091 + Penalty 2407.180987 = -136244.436104
  nChanged 2
		SP:Iteration 29Q (188500.290000 sec): 3 clusters
  Score: Raw -138652.582518 + Penalty 2407.180987 = -136245.401531
  nChanged 1
		SP:Iteration 30Q (188500.510000 sec): 3 clusters
  Score: Raw -138653.429454 + Penalty 2407.180987 = -136246.248467
  nChanged 1
		SP:Iteration 31Q (188500.680000 sec): 3 clusters
  Score: Raw -138654.285150 + Penalty 2407.180987 = -136247.104162
  nChanged 5
		SP:Iteration 32Q (188500.880000 sec): 3 clusters
  Score: Raw -138655.964382 + Penalty 2407.180987 = -136248.783394
  nChanged 3
		SP:Iteration 33Q (188501.080000 sec): 3 clusters
  Score: Raw -138657.247600 + Penalty 2407.180987 = -136250.066613
  nChanged 2
		SP:Iteration 34Q (188501.270000 sec): 3 clusters
  Score: Raw -138658.211556 + Penalty 2407.180987 = -136251.030568
  nChanged 1
		SP:Iteration 35Q (188501.470000 sec): 3 clusters
  Score: Raw -138658.806222 + Penalty 2407.180987 = -136251.625235
  nChanged 1
		SP:Iteration 36Q (188501.700000 sec): 3 clusters
  Score: Raw -138659.269595 + Penalty 2407.180987 = -136252.088608
  nChanged 0
		SP:Iteration 37F (188501.920000 sec): 3 clusters
  Score: Raw -138659.269595 + Penalty 2407.180987 = -136252.088608
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 9 (9287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188502.060000 sec): 2 clusters
  Score: Raw -801251.145195 + Penalty 1484.660263 = -799766.484932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188502.290000 sec): 3 clusters
  Score: Raw -796102.775132 + Penalty 2969.320527 = -793133.454605
  nChanged 3999
		SP:Iteration 1F (188502.510000 sec): 3 clusters
  Score: Raw -798413.293063 + Penalty 2969.320527 = -795443.972537
  nChanged 635
		SP:Iteration 2F (188502.780000 sec): 3 clusters
  Score: Raw -798773.087912 + Penalty 2969.320527 = -795803.767385
  nChanged 563
		SP:Iteration 3F (188502.980000 sec): 3 clusters
  Score: Raw -799084.219767 + Penalty 2969.320527 = -796114.899240
  nChanged 487
		SP:Iteration 4F (188503.200000 sec): 3 clusters
  Score: Raw -799359.065558 + Penalty 2969.320527 = -796389.745031
  nChanged 440
		SP:Iteration 5Q (188503.500000 sec): 3 clusters
  Score: Raw -799628.514163 + Penalty 2969.320527 = -796659.193637
  nChanged 408
		SP:Iteration 6Q (188503.720000 sec): 3 clusters
  Score: Raw -799898.036402 + Penalty 2969.320527 = -796928.715875
  nChanged 385
		SP:Iteration 7Q (188503.970000 sec): 3 clusters
  Score: Raw -800154.511587 + Penalty 2969.320527 = -797185.191060
  nChanged 369
		SP:Iteration 8Q (188504.220000 sec): 3 clusters
  Score: Raw -800394.138398 + Penalty 2969.320527 = -797424.817871
  nChanged 343
		SP:Iteration 9Q (188504.460000 sec): 3 clusters
  Score: Raw -800626.399729 + Penalty 2969.320527 = -797657.079202
  nChanged 312
		SP:Iteration 10Q (188504.660000 sec): 3 clusters
  Score: Raw -800840.519068 + Penalty 2969.320527 = -797871.198541
  nChanged 267
		SP:Iteration 11Q (188504.910000 sec): 3 clusters
  Score: Raw -801017.102092 + Penalty 2969.320527 = -798047.781565
  nChanged 238
		SP:Iteration 12Q (188505.110000 sec): 3 clusters
  Score: Raw -801184.571602 + Penalty 2969.320527 = -798215.251075
  nChanged 190
		SP:Iteration 13Q (188505.340000 sec): 3 clusters
  Score: Raw -801306.833824 + Penalty 2969.320527 = -798337.513297
  nChanged 159
		SP:Iteration 14Q (188505.510000 sec): 3 clusters
  Score: Raw -801410.645789 + Penalty 2969.320527 = -798441.325262
  nChanged 131
		SP:Iteration 15Q (188505.720000 sec): 3 clusters
  Score: Raw -801497.192530 + Penalty 2969.320527 = -798527.872003
  nChanged 90
		SP:Iteration 16Q (188505.910000 sec): 3 clusters
  Score: Raw -801556.651241 + Penalty 2969.320527 = -798587.330714
  nChanged 82
		SP:Iteration 17Q (188506.160000 sec): 3 clusters
  Score: Raw -801605.144900 + Penalty 2969.320527 = -798635.824373
  nChanged 51
		SP:Iteration 18Q (188506.390000 sec): 3 clusters
  Score: Raw -801633.917173 + Penalty 2969.320527 = -798664.596646
  nChanged 52
		SP:Iteration 19Q (188506.610000 sec): 3 clusters
  Score: Raw -801665.528170 + Penalty 2969.320527 = -798696.207644
  nChanged 38
		SP:Iteration 20F (188506.840000 sec): 3 clusters
  Score: Raw -801686.781277 + Penalty 2969.320527 = -798717.460750
  nChanged 31
		SP:Iteration 21Q (188507.060000 sec): 3 clusters
  Score: Raw -801703.600742 + Penalty 2969.320527 = -798734.280216
  nChanged 29
		SP:Iteration 22Q (188507.280000 sec): 3 clusters
  Score: Raw -801719.490366 + Penalty 2969.320527 = -798750.169839
  nChanged 23
		SP:Iteration 23Q (188507.500000 sec): 3 clusters
  Score: Raw -801730.669241 + Penalty 2969.320527 = -798761.348714
  nChanged 17
		SP:Iteration 24Q (188507.670000 sec): 3 clusters
  Score: Raw -801739.253559 + Penalty 2969.320527 = -798769.933032
  nChanged 17
		SP:Iteration 25Q (188507.920000 sec): 3 clusters
  Score: Raw -801750.184386 + Penalty 2969.320527 = -798780.863860
  nChanged 20
		SP:Iteration 26Q (188508.150000 sec): 3 clusters
  Score: Raw -801763.653882 + Penalty 2969.320527 = -798794.333355
  nChanged 13
		SP:Iteration 27Q (188508.370000 sec): 3 clusters
  Score: Raw -801773.847802 + Penalty 2969.320527 = -798804.527275
  nChanged 14
		SP:Iteration 28Q (188508.630000 sec): 3 clusters
  Score: Raw -801781.574044 + Penalty 2969.320527 = -798812.253517
  nChanged 9
		SP:Iteration 29Q (188508.830000 sec): 3 clusters
  Score: Raw -801787.937728 + Penalty 2969.320527 = -798818.617201
  nChanged 5
		SP:Iteration 30Q (188509.050000 sec): 3 clusters
  Score: Raw -801790.903721 + Penalty 2969.320527 = -798821.583194
  nChanged 3
		SP:Iteration 31Q (188509.280000 sec): 3 clusters
  Score: Raw -801793.639781 + Penalty 2969.320527 = -798824.319254
  nChanged 6
		SP:Iteration 32Q (188509.450000 sec): 3 clusters
  Score: Raw -801797.565209 + Penalty 2969.320527 = -798828.244682
  nChanged 6
		SP:Iteration 33Q (188509.670000 sec): 3 clusters
  Score: Raw -801801.533336 + Penalty 2969.320527 = -798832.212809
  nChanged 6
		SP:Iteration 34Q (188509.870000 sec): 3 clusters
  Score: Raw -801804.856055 + Penalty 2969.320527 = -798835.535529
  nChanged 3
		SP:Iteration 35Q (188510.100000 sec): 3 clusters
  Score: Raw -801806.756813 + Penalty 2969.320527 = -798837.436286
  nChanged 2
		SP:Iteration 36Q (188510.300000 sec): 3 clusters
  Score: Raw -801807.895552 + Penalty 2969.320527 = -798838.575025
  nChanged 1
		SP:Iteration 37Q (188510.540000 sec): 3 clusters
  Score: Raw -801808.017260 + Penalty 2969.320527 = -798838.696733
  nChanged 0
		SP:Iteration 38F (188510.720000 sec): 3 clusters
  Score: Raw -801808.017260 + Penalty 2969.320527 = -798838.696733
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 10 (9838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188510.820000 sec): 2 clusters
  Score: Raw -832653.203886 + Penalty 1494.026254 = -831159.177632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188511.110000 sec): 3 clusters
  Score: Raw -827064.067271 + Penalty 2988.052508 = -824076.014763
  nChanged 4212
		SP:Iteration 1F (188511.350000 sec): 3 clusters
  Score: Raw -829477.455349 + Penalty 2988.052508 = -826489.402841
  nChanged 747
		SP:Iteration 2F (188511.610000 sec): 3 clusters
  Score: Raw -829959.589468 + Penalty 2988.052508 = -826971.536960
  nChanged 742
		SP:Iteration 3F (188511.860000 sec): 3 clusters
  Score: Raw -830460.905584 + Penalty 2988.052508 = -827472.853076
  nChanged 690
		SP:Iteration 4F (188512.100000 sec): 3 clusters
  Score: Raw -830988.314138 + Penalty 2988.052508 = -828000.261629
  nChanged 645
		SP:Iteration 5F (188512.330000 sec): 3 clusters
  Score: Raw -831523.058489 + Penalty 2988.052508 = -828535.005981
  nChanged 533
		SP:Iteration 6F (188512.530000 sec): 3 clusters
  Score: Raw -832015.604207 + Penalty 2988.052508 = -829027.551699
  nChanged 399
		SP:Iteration 7Q (188512.760000 sec): 3 clusters
  Score: Raw -832379.360822 + Penalty 2988.052508 = -829391.308314
  nChanged 277
		SP:Iteration 8Q (188512.970000 sec): 3 clusters
  Score: Raw -832630.481739 + Penalty 2988.052508 = -829642.429231
  nChanged 164
		SP:Iteration 9Q (188513.200000 sec): 3 clusters
  Score: Raw -832770.028642 + Penalty 2988.052508 = -829781.976134
  nChanged 113
		SP:Iteration 10Q (188513.410000 sec): 3 clusters
  Score: Raw -832849.464535 + Penalty 2988.052508 = -829861.412027
  nChanged 78
		SP:Iteration 11Q (188513.640000 sec): 3 clusters
  Score: Raw -832904.832797 + Penalty 2988.052508 = -829916.780289
  nChanged 61
		SP:Iteration 12Q (188513.810000 sec): 3 clusters
  Score: Raw -832936.533709 + Penalty 2988.052508 = -829948.481201
  nChanged 43
		SP:Iteration 13Q (188514.030000 sec): 3 clusters
  Score: Raw -832957.620419 + Penalty 2988.052508 = -829969.567911
  nChanged 28
		SP:Iteration 14Q (188514.240000 sec): 3 clusters
  Score: Raw -832971.362136 + Penalty 2988.052508 = -829983.309628
  nChanged 20
		SP:Iteration 15Q (188514.460000 sec): 3 clusters
  Score: Raw -832981.757289 + Penalty 2988.052508 = -829993.704781
  nChanged 17
		SP:Iteration 16Q (188514.690000 sec): 3 clusters
  Score: Raw -832988.200680 + Penalty 2988.052508 = -830000.148172
  nChanged 11
		SP:Iteration 17Q (188514.890000 sec): 3 clusters
  Score: Raw -832991.941774 + Penalty 2988.052508 = -830003.889266
  nChanged 6
		SP:Iteration 18Q (188515.120000 sec): 3 clusters
  Score: Raw -832993.707713 + Penalty 2988.052508 = -830005.655205
  nChanged 1
		SP:Iteration 19Q (188515.370000 sec): 3 clusters
  Score: Raw -832993.930083 + Penalty 2988.052508 = -830005.877575
  nChanged 1
		SP:Iteration 20F (188515.590000 sec): 3 clusters
  Score: Raw -832994.129883 + Penalty 2988.052508 = -830006.077375
  nChanged 3
		SP:Iteration 21Q (188515.810000 sec): 3 clusters
  Score: Raw -832994.589979 + Penalty 2988.052508 = -830006.537471
  nChanged 4
		SP:Iteration 22Q (188516.040000 sec): 3 clusters
  Score: Raw -832995.566632 + Penalty 2988.052508 = -830007.514124
  nChanged 3
		SP:Iteration 23Q (188516.270000 sec): 3 clusters
  Score: Raw -832997.014204 + Penalty 2988.052508 = -830008.961696
  nChanged 3
		SP:Iteration 24Q (188516.530000 sec): 3 clusters
  Score: Raw -832997.643827 + Penalty 2988.052508 = -830009.591319
  nChanged 0
		SP:Iteration 25F (188516.770000 sec): 3 clusters
  Score: Raw -832997.643827 + Penalty 2988.052508 = -830009.591319
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 11 (243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188516.880000 sec): 2 clusters
  Score: Raw -21336.786912 + Penalty 892.622485 = -20444.164428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188517.120000 sec): 3 clusters
  Score: Raw -21395.870168 + Penalty 1785.244969 = -19610.625198
  nChanged 38
		SP:Iteration 1F (188517.300000 sec): 3 clusters
  Score: Raw -21482.901502 + Penalty 1785.244969 = -19697.656533
  nChanged 6
		SP:Iteration 2Q (188517.500000 sec): 3 clusters
  Score: Raw -21500.226696 + Penalty 1785.244969 = -19714.981727
  nChanged 2
		SP:Iteration 3Q (188517.700000 sec): 3 clusters
  Score: Raw -21504.244656 + Penalty 1785.244969 = -19718.999687
  nChanged 0
		SP:Iteration 4F (188517.920000 sec): 3 clusters
  Score: Raw -21504.244656 + Penalty 1785.244969 = -19718.999687
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 12 (3117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188518.000000 sec): 2 clusters
  Score: Raw -254097.011297 + Penalty 1307.251770 = -252789.759527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188518.200000 sec): 3 clusters
  Score: Raw -252597.914791 + Penalty 2614.503541 = -249983.411250
  nChanged 1203
		SP:Iteration 1F (188518.380000 sec): 3 clusters
  Score: Raw -253397.426263 + Penalty 2614.503541 = -250782.922722
  nChanged 302
		SP:Iteration 2F (188518.620000 sec): 3 clusters
  Score: Raw -253680.020759 + Penalty 2614.503541 = -251065.517219
  nChanged 241
		SP:Iteration 3F (188518.850000 sec): 3 clusters
  Score: Raw -253920.491237 + Penalty 2614.503541 = -251305.987696
  nChanged 186
		SP:Iteration 4F (188519.020000 sec): 3 clusters
  Score: Raw -254068.092475 + Penalty 2614.503541 = -251453.588934
  nChanged 135
		SP:Iteration 5Q (188519.200000 sec): 3 clusters
  Score: Raw -254151.183727 + Penalty 2614.503541 = -251536.680186
  nChanged 89
		SP:Iteration 6Q (188519.390000 sec): 3 clusters
  Score: Raw -254203.693521 + Penalty 2614.503541 = -251589.189980
  nChanged 66
		SP:Iteration 7Q (188519.640000 sec): 3 clusters
  Score: Raw -254242.565495 + Penalty 2614.503541 = -251628.061954
  nChanged 64
		SP:Iteration 8Q (188519.810000 sec): 3 clusters
  Score: Raw -254280.325207 + Penalty 2614.503541 = -251665.821666
  nChanged 45
		SP:Iteration 9Q (188519.970000 sec): 3 clusters
  Score: Raw -254302.979514 + Penalty 2614.503541 = -251688.475973
  nChanged 54
		SP:Iteration 10Q (188520.170000 sec): 3 clusters
  Score: Raw -254328.949424 + Penalty 2614.503541 = -251714.445883
  nChanged 29
		SP:Iteration 11Q (188520.360000 sec): 3 clusters
  Score: Raw -254342.452726 + Penalty 2614.503541 = -251727.949185
  nChanged 29
		SP:Iteration 12Q (188520.560000 sec): 3 clusters
  Score: Raw -254352.789110 + Penalty 2614.503541 = -251738.285569
  nChanged 20
		SP:Iteration 13Q (188520.730000 sec): 3 clusters
  Score: Raw -254361.714722 + Penalty 2614.503541 = -251747.211181
  nChanged 19
		SP:Iteration 14Q (188520.930000 sec): 3 clusters
  Score: Raw -254368.608459 + Penalty 2614.503541 = -251754.104918
  nChanged 14
		SP:Iteration 15Q (188521.140000 sec): 3 clusters
  Score: Raw -254373.584538 + Penalty 2614.503541 = -251759.080997
  nChanged 15
		SP:Iteration 16Q (188521.410000 sec): 3 clusters
  Score: Raw -254378.019178 + Penalty 2614.503541 = -251763.515637
  nChanged 11
		SP:Iteration 17Q (188521.570000 sec): 3 clusters
  Score: Raw -254382.896949 + Penalty 2614.503541 = -251768.393408
  nChanged 11
		SP:Iteration 18Q (188521.800000 sec): 3 clusters
  Score: Raw -254388.209463 + Penalty 2614.503541 = -251773.705922
  nChanged 14
		SP:Iteration 19Q (188522.010000 sec): 3 clusters
  Score: Raw -254391.865536 + Penalty 2614.503541 = -251777.361995
  nChanged 11
		SP:Iteration 20F (188522.180000 sec): 3 clusters
  Score: Raw -254394.067485 + Penalty 2614.503541 = -251779.563944
  nChanged 9
		SP:Iteration 21Q (188522.380000 sec): 3 clusters
  Score: Raw -254396.757643 + Penalty 2614.503541 = -251782.254102
  nChanged 7
		SP:Iteration 22Q (188522.640000 sec): 3 clusters
  Score: Raw -254398.433192 + Penalty 2614.503541 = -251783.929652
  nChanged 5
		SP:Iteration 23Q (188522.840000 sec): 3 clusters
  Score: Raw -254400.019945 + Penalty 2614.503541 = -251785.516404
  nChanged 8
		SP:Iteration 24Q (188523.020000 sec): 3 clusters
  Score: Raw -254401.593106 + Penalty 2614.503541 = -251787.089565
  nChanged 8
		SP:Iteration 25Q (188523.210000 sec): 3 clusters
  Score: Raw -254403.478373 + Penalty 2614.503541 = -251788.974832
  nChanged 5
		SP:Iteration 26Q (188523.410000 sec): 3 clusters
  Score: Raw -254404.356241 + Penalty 2614.503541 = -251789.852700
  nChanged 7
		SP:Iteration 27Q (188523.640000 sec): 3 clusters
  Score: Raw -254405.495597 + Penalty 2614.503541 = -251790.992056
  nChanged 4
		SP:Iteration 28Q (188523.840000 sec): 3 clusters
  Score: Raw -254406.194046 + Penalty 2614.503541 = -251791.690505
  nChanged 2
		SP:Iteration 29Q (188524.030000 sec): 3 clusters
  Score: Raw -254407.005568 + Penalty 2614.503541 = -251792.502027
  nChanged 5
		SP:Iteration 30Q (188524.210000 sec): 3 clusters
  Score: Raw -254408.019975 + Penalty 2614.503541 = -251793.516434
  nChanged 1
		SP:Iteration 31Q (188524.390000 sec): 3 clusters
  Score: Raw -254408.367016 + Penalty 2614.503541 = -251793.863475
  nChanged 3
		SP:Iteration 32Q (188524.550000 sec): 3 clusters
  Score: Raw -254409.216567 + Penalty 2614.503541 = -251794.713026
  nChanged 7
		SP:Iteration 33Q (188524.750000 sec): 3 clusters
  Score: Raw -254410.404801 + Penalty 2614.503541 = -251795.901260
  nChanged 4
		SP:Iteration 34Q (188524.910000 sec): 3 clusters
  Score: Raw -254411.051499 + Penalty 2614.503541 = -251796.547959
  nChanged 3
		SP:Iteration 35Q (188525.070000 sec): 3 clusters
  Score: Raw -254412.036209 + Penalty 2614.503541 = -251797.532668
  nChanged 4
		SP:Iteration 36Q (188525.260000 sec): 3 clusters
  Score: Raw -254413.611241 + Penalty 2614.503541 = -251799.107700
  nChanged 9
		SP:Iteration 37Q (188525.460000 sec): 3 clusters
  Score: Raw -254415.730587 + Penalty 2614.503541 = -251801.227046
  nChanged 7
		SP:Iteration 38Q (188525.650000 sec): 3 clusters
  Score: Raw -254417.463941 + Penalty 2614.503541 = -251802.960400
  nChanged 3
		SP:Iteration 39Q (188525.830000 sec): 3 clusters
  Score: Raw -254417.894543 + Penalty 2614.503541 = -251803.391002
  nChanged 2
		SP:Iteration 40F (188526.050000 sec): 3 clusters
  Score: Raw -254418.268356 + Penalty 2614.503541 = -251803.764815
  nChanged 1
		SP:Iteration 41Q (188526.200000 sec): 3 clusters
  Score: Raw -254418.493015 + Penalty 2614.503541 = -251803.989474
  nChanged 1
		SP:Iteration 42Q (188526.410000 sec): 3 clusters
  Score: Raw -254418.594873 + Penalty 2614.503541 = -251804.091332
  nChanged 1
		SP:Iteration 43Q (188526.580000 sec): 3 clusters
  Score: Raw -254418.838350 + Penalty 2614.503541 = -251804.334810
  nChanged 4
		SP:Iteration 44Q (188526.780000 sec): 3 clusters
  Score: Raw -254419.686490 + Penalty 2614.503541 = -251805.182949
  nChanged 3
		SP:Iteration 45Q (188526.940000 sec): 3 clusters
  Score: Raw -254420.462685 + Penalty 2614.503541 = -251805.959144
  nChanged 3
		SP:Iteration 46Q (188527.140000 sec): 3 clusters
  Score: Raw -254420.713026 + Penalty 2614.503541 = -251806.209485
  nChanged 2
		SP:Iteration 47Q (188527.300000 sec): 3 clusters
  Score: Raw -254421.054363 + Penalty 2614.503541 = -251806.550822
  nChanged 1
		SP:Iteration 48Q (188527.470000 sec): 3 clusters
  Score: Raw -254421.365136 + Penalty 2614.503541 = -251806.861595
  nChanged 2
		SP:Iteration 49Q (188527.670000 sec): 3 clusters
  Score: Raw -254421.697607 + Penalty 2614.503541 = -251807.194066
  nChanged 0
		SP:Iteration 50F (188527.880000 sec): 3 clusters
  Score: Raw -254421.697607 + Penalty 2614.503541 = -251807.194066
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 13 (43107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188528.140000 sec): 2 clusters
  Score: Raw -3825934.053775 + Penalty 1734.109110 = -3824199.944665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188528.570000 sec): 3 clusters
  Score: Raw -3798795.604653 + Penalty 3468.218220 = -3795327.386433
  nChanged 20077
		SP:Iteration 1F (188528.940000 sec): 3 clusters
  Score: Raw -3810508.644485 + Penalty 3468.218220 = -3807040.426265
  nChanged 2464
		SP:Iteration 2F (188529.320000 sec): 3 clusters
  Score: Raw -3811713.952864 + Penalty 3468.218220 = -3808245.734645
  nChanged 2877
		SP:Iteration 3F (188529.660000 sec): 3 clusters
  Score: Raw -3813363.778846 + Penalty 3468.218220 = -3809895.560626
  nChanged 3186
		SP:Iteration 4F (188530.030000 sec): 3 clusters
  Score: Raw -3815539.259494 + Penalty 3468.218220 = -3812071.041274
  nChanged 3279
		SP:Iteration 5F (188530.390000 sec): 3 clusters
  Score: Raw -3818092.469232 + Penalty 3468.218220 = -3814624.251012
  nChanged 3064
		SP:Iteration 6F (188530.820000 sec): 3 clusters
  Score: Raw -3820815.557746 + Penalty 3468.218220 = -3817347.339526
  nChanged 2428
		SP:Iteration 7F (188531.190000 sec): 3 clusters
  Score: Raw -3823101.954813 + Penalty 3468.218220 = -3819633.736593
  nChanged 1625
		SP:Iteration 8Q (188531.600000 sec): 3 clusters
  Score: Raw -3824634.433231 + Penalty 3468.218220 = -3821166.215012
  nChanged 907
		SP:Iteration 9Q (188531.970000 sec): 3 clusters
  Score: Raw -3825432.061606 + Penalty 3468.218220 = -3821963.843387
  nChanged 446
		SP:Iteration 10Q (188532.350000 sec): 3 clusters
  Score: Raw -3825784.536854 + Penalty 3468.218220 = -3822316.318634
  nChanged 216
		SP:Iteration 11Q (188532.730000 sec): 3 clusters
  Score: Raw -3825949.075113 + Penalty 3468.218220 = -3822480.856894
  nChanged 111
		SP:Iteration 12Q (188533.110000 sec): 3 clusters
  Score: Raw -3826020.104535 + Penalty 3468.218220 = -3822551.886315
  nChanged 66
		SP:Iteration 13Q (188533.520000 sec): 3 clusters
  Score: Raw -3826068.147428 + Penalty 3468.218220 = -3822599.929208
  nChanged 47
		SP:Iteration 14Q (188533.890000 sec): 3 clusters
  Score: Raw -3826100.490221 + Penalty 3468.218220 = -3822632.272001
  nChanged 34
		SP:Iteration 15Q (188534.250000 sec): 3 clusters
  Score: Raw -3826127.705172 + Penalty 3468.218220 = -3822659.486953
  nChanged 23
		SP:Iteration 16Q (188534.630000 sec): 3 clusters
  Score: Raw -3826146.778145 + Penalty 3468.218220 = -3822678.559926
  nChanged 13
		SP:Iteration 17Q (188535.020000 sec): 3 clusters
  Score: Raw -3826157.839624 + Penalty 3468.218220 = -3822689.621404
  nChanged 13
		SP:Iteration 18Q (188535.430000 sec): 3 clusters
  Score: Raw -3826170.427569 + Penalty 3468.218220 = -3822702.209349
  nChanged 14
		SP:Iteration 19Q (188535.830000 sec): 3 clusters
  Score: Raw -3826182.175514 + Penalty 3468.218220 = -3822713.957294
  nChanged 15
		SP:Iteration 20F (188536.190000 sec): 3 clusters
  Score: Raw -3826194.017833 + Penalty 3468.218220 = -3822725.799613
  nChanged 7
		SP:Iteration 21Q (188536.500000 sec): 3 clusters
  Score: Raw -3826201.190710 + Penalty 3468.218220 = -3822732.972490
  nChanged 8
		SP:Iteration 22Q (188536.880000 sec): 3 clusters
  Score: Raw -3826206.679069 + Penalty 3468.218220 = -3822738.460850
  nChanged 4
		SP:Iteration 23Q (188537.210000 sec): 3 clusters
  Score: Raw -3826209.135400 + Penalty 3468.218220 = -3822740.917180
  nChanged 4
		SP:Iteration 24Q (188537.610000 sec): 3 clusters
  Score: Raw -3826212.907772 + Penalty 3468.218220 = -3822744.689552
  nChanged 4
		SP:Iteration 25Q (188537.950000 sec): 3 clusters
  Score: Raw -3826217.852702 + Penalty 3468.218220 = -3822749.634482
  nChanged 5
		SP:Iteration 26Q (188538.280000 sec): 3 clusters
  Score: Raw -3826223.219927 + Penalty 3468.218220 = -3822755.001707
  nChanged 1
		SP:Iteration 27Q (188538.610000 sec): 3 clusters
  Score: Raw -3826223.683799 + Penalty 3468.218220 = -3822755.465580
  nChanged 2
		SP:Iteration 28Q (188539.030000 sec): 3 clusters
  Score: Raw -3826224.743694 + Penalty 3468.218220 = -3822756.525474
  nChanged 0
		SP:Iteration 29F (188539.340000 sec): 3 clusters
  Score: Raw -3826224.743694 + Penalty 3468.218220 = -3822756.525474
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 14 (7332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188539.510000 sec): 2 clusters
  Score: Raw -578354.535628 + Penalty 1446.250586 = -576908.285042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188539.710000 sec): 3 clusters
  Score: Raw -574359.835007 + Penalty 2892.501173 = -571467.333834
  nChanged 3057
		SP:Iteration 1F (188539.910000 sec): 3 clusters
  Score: Raw -576116.546515 + Penalty 2892.501173 = -573224.045343
  nChanged 484
		SP:Iteration 2F (188540.120000 sec): 3 clusters
  Score: Raw -576343.402292 + Penalty 2892.501173 = -573450.901119
  nChanged 365
		SP:Iteration 3Q (188540.360000 sec): 3 clusters
  Score: Raw -576509.765867 + Penalty 2892.501173 = -573617.264694
  nChanged 320
		SP:Iteration 4Q (188540.580000 sec): 3 clusters
  Score: Raw -576649.977802 + Penalty 2892.501173 = -573757.476629
  nChanged 259
		SP:Iteration 5Q (188540.830000 sec): 3 clusters
  Score: Raw -576785.197643 + Penalty 2892.501173 = -573892.696470
  nChanged 300
		SP:Iteration 6Q (188541.040000 sec): 3 clusters
  Score: Raw -576957.104431 + Penalty 2892.501173 = -574064.603258
  nChanged 344
		SP:Iteration 7Q (188541.260000 sec): 3 clusters
  Score: Raw -577170.197426 + Penalty 2892.501173 = -574277.696253
  nChanged 298
		SP:Iteration 8Q (188541.480000 sec): 3 clusters
  Score: Raw -577347.006641 + Penalty 2892.501173 = -574454.505468
  nChanged 286
		SP:Iteration 9Q (188541.750000 sec): 3 clusters
  Score: Raw -577517.017859 + Penalty 2892.501173 = -574624.516687
  nChanged 258
		SP:Iteration 10Q (188541.940000 sec): 3 clusters
  Score: Raw -577661.236155 + Penalty 2892.501173 = -574768.734982
  nChanged 212
		SP:Iteration 11Q (188542.140000 sec): 3 clusters
  Score: Raw -577792.971062 + Penalty 2892.501173 = -574900.469889
  nChanged 214
		SP:Iteration 12Q (188542.350000 sec): 3 clusters
  Score: Raw -577920.714133 + Penalty 2892.501173 = -575028.212960
  nChanged 183
		SP:Iteration 13Q (188542.560000 sec): 3 clusters
  Score: Raw -578031.552099 + Penalty 2892.501173 = -575139.050927
  nChanged 175
		SP:Iteration 14Q (188542.760000 sec): 3 clusters
  Score: Raw -578129.091360 + Penalty 2892.501173 = -575236.590187
  nChanged 149
		SP:Iteration 15Q (188542.980000 sec): 3 clusters
  Score: Raw -578215.439892 + Penalty 2892.501173 = -575322.938719
  nChanged 138
		SP:Iteration 16Q (188543.240000 sec): 3 clusters
  Score: Raw -578299.733020 + Penalty 2892.501173 = -575407.231848
  nChanged 135
		SP:Iteration 17Q (188543.460000 sec): 3 clusters
  Score: Raw -578381.917264 + Penalty 2892.501173 = -575489.416091
  nChanged 118
		SP:Iteration 18Q (188543.720000 sec): 3 clusters
  Score: Raw -578447.867397 + Penalty 2892.501173 = -575555.366224
  nChanged 102
		SP:Iteration 19Q (188543.920000 sec): 3 clusters
  Score: Raw -578495.473764 + Penalty 2892.501173 = -575602.972591
  nChanged 87
		SP:Iteration 20F (188544.150000 sec): 3 clusters
  Score: Raw -578538.093553 + Penalty 2892.501173 = -575645.592380
  nChanged 90
		SP:Iteration 21Q (188544.370000 sec): 3 clusters
  Score: Raw -578581.087547 + Penalty 2892.501173 = -575688.586374
  nChanged 74
		SP:Iteration 22Q (188544.600000 sec): 3 clusters
  Score: Raw -578618.430172 + Penalty 2892.501173 = -575725.928999
  nChanged 58
		SP:Iteration 23Q (188544.820000 sec): 3 clusters
  Score: Raw -578658.289863 + Penalty 2892.501173 = -575765.788690
  nChanged 85
		SP:Iteration 24Q (188545.020000 sec): 3 clusters
  Score: Raw -578708.846519 + Penalty 2892.501173 = -575816.345346
  nChanged 60
		SP:Iteration 25Q (188545.210000 sec): 3 clusters
  Score: Raw -578746.668668 + Penalty 2892.501173 = -575854.167495
  nChanged 57
		SP:Iteration 26Q (188545.410000 sec): 3 clusters
  Score: Raw -578786.295739 + Penalty 2892.501173 = -575893.794567
  nChanged 67
		SP:Iteration 27Q (188545.640000 sec): 3 clusters
  Score: Raw -578828.172955 + Penalty 2892.501173 = -575935.671782
  nChanged 60
		SP:Iteration 28Q (188545.920000 sec): 3 clusters
  Score: Raw -578869.791391 + Penalty 2892.501173 = -575977.290218
  nChanged 55
		SP:Iteration 29Q (188546.140000 sec): 3 clusters
  Score: Raw -578905.965544 + Penalty 2892.501173 = -576013.464371
  nChanged 47
		SP:Iteration 30Q (188546.360000 sec): 3 clusters
  Score: Raw -578936.975269 + Penalty 2892.501173 = -576044.474096
  nChanged 53
		SP:Iteration 31Q (188546.560000 sec): 3 clusters
  Score: Raw -578965.805910 + Penalty 2892.501173 = -576073.304737
  nChanged 39
		SP:Iteration 32Q (188546.810000 sec): 3 clusters
  Score: Raw -578984.271765 + Penalty 2892.501173 = -576091.770592
  nChanged 32
		SP:Iteration 33Q (188547.060000 sec): 3 clusters
  Score: Raw -579002.293213 + Penalty 2892.501173 = -576109.792040
  nChanged 37
		SP:Iteration 34Q (188547.240000 sec): 3 clusters
  Score: Raw -579017.419521 + Penalty 2892.501173 = -576124.918348
  nChanged 31
		SP:Iteration 35Q (188547.490000 sec): 3 clusters
  Score: Raw -579033.754565 + Penalty 2892.501173 = -576141.253392
  nChanged 33
		SP:Iteration 36Q (188547.680000 sec): 3 clusters
  Score: Raw -579050.053256 + Penalty 2892.501173 = -576157.552083
  nChanged 23
		SP:Iteration 37Q (188547.900000 sec): 3 clusters
  Score: Raw -579058.243688 + Penalty 2892.501173 = -576165.742515
  nChanged 23
		SP:Iteration 38Q (188548.090000 sec): 3 clusters
  Score: Raw -579065.871588 + Penalty 2892.501173 = -576173.370415
  nChanged 12
		SP:Iteration 39Q (188548.290000 sec): 3 clusters
  Score: Raw -579071.216224 + Penalty 2892.501173 = -576178.715051
  nChanged 8
		SP:Iteration 40F (188548.520000 sec): 3 clusters
  Score: Raw -579073.033123 + Penalty 2892.501173 = -576180.531950
  nChanged 8
		SP:Iteration 41Q (188548.800000 sec): 3 clusters
  Score: Raw -579075.638644 + Penalty 2892.501173 = -576183.137471
  nChanged 6
		SP:Iteration 42Q (188549.050000 sec): 3 clusters
  Score: Raw -579077.263549 + Penalty 2892.501173 = -576184.762376
  nChanged 3
		SP:Iteration 43Q (188549.300000 sec): 3 clusters
  Score: Raw -579078.797163 + Penalty 2892.501173 = -576186.295990
  nChanged 5
		SP:Iteration 44Q (188549.540000 sec): 3 clusters
  Score: Raw -579079.741965 + Penalty 2892.501173 = -576187.240792
  nChanged 3
		SP:Iteration 45Q (188549.730000 sec): 3 clusters
  Score: Raw -579080.678797 + Penalty 2892.501173 = -576188.177624
  nChanged 1
		SP:Iteration 46Q (188549.970000 sec): 3 clusters
  Score: Raw -579081.451612 + Penalty 2892.501173 = -576188.950439
  nChanged 1
		SP:Iteration 47Q (188550.210000 sec): 3 clusters
  Score: Raw -579082.159754 + Penalty 2892.501173 = -576189.658581
  nChanged 1
		SP:Iteration 48Q (188550.450000 sec): 3 clusters
  Score: Raw -579082.341194 + Penalty 2892.501173 = -576189.840021
  nChanged 1
		SP:Iteration 49Q (188550.660000 sec): 3 clusters
  Score: Raw -579082.773389 + Penalty 2892.501173 = -576190.272216
  nChanged 3
		SP:Iteration 50Q (188550.930000 sec): 3 clusters
  Score: Raw -579084.490951 + Penalty 2892.501173 = -576191.989778
  nChanged 5
		SP:Iteration 51Q (188551.180000 sec): 3 clusters
  Score: Raw -579087.223277 + Penalty 2892.501173 = -576194.722104
  nChanged 7
		SP:Iteration 52Q (188551.370000 sec): 3 clusters
  Score: Raw -579088.913367 + Penalty 2892.501173 = -576196.412194
  nChanged 4
		SP:Iteration 53Q (188551.600000 sec): 3 clusters
  Score: Raw -579090.069818 + Penalty 2892.501173 = -576197.568645
  nChanged 2
		SP:Iteration 54Q (188551.820000 sec): 3 clusters
  Score: Raw -579090.871592 + Penalty 2892.501173 = -576198.370419
  nChanged 2
		SP:Iteration 55Q (188552.040000 sec): 3 clusters
  Score: Raw -579092.075961 + Penalty 2892.501173 = -576199.574788
  nChanged 4
		SP:Iteration 56Q (188552.240000 sec): 3 clusters
  Score: Raw -579094.075326 + Penalty 2892.501173 = -576201.574153
  nChanged 5
		SP:Iteration 57Q (188552.430000 sec): 3 clusters
  Score: Raw -579095.625808 + Penalty 2892.501173 = -576203.124635
  nChanged 7
		SP:Iteration 58Q (188552.650000 sec): 3 clusters
  Score: Raw -579096.968309 + Penalty 2892.501173 = -576204.467136
  nChanged 2
		SP:Iteration 59Q (188552.870000 sec): 3 clusters
  Score: Raw -579097.329397 + Penalty 2892.501173 = -576204.828224
  nChanged 2
		SP:Iteration 60F (188553.110000 sec): 3 clusters
  Score: Raw -579097.817961 + Penalty 2892.501173 = -576205.316789
  nChanged 3
		SP:Iteration 61Q (188553.330000 sec): 3 clusters
  Score: Raw -579098.789322 + Penalty 2892.501173 = -576206.288149
  nChanged 2
		SP:Iteration 62Q (188553.570000 sec): 3 clusters
  Score: Raw -579099.542582 + Penalty 2892.501173 = -576207.041409
  nChanged 3
		SP:Iteration 63Q (188553.760000 sec): 3 clusters
  Score: Raw -579101.262711 + Penalty 2892.501173 = -576208.761538
  nChanged 6
		SP:Iteration 64Q (188553.990000 sec): 3 clusters
  Score: Raw -579103.234522 + Penalty 2892.501173 = -576210.733349
  nChanged 5
		SP:Iteration 65Q (188554.200000 sec): 3 clusters
  Score: Raw -579104.647099 + Penalty 2892.501173 = -576212.145926
  nChanged 2
		SP:Iteration 66Q (188554.410000 sec): 3 clusters
  Score: Raw -579105.184362 + Penalty 2892.501173 = -576212.683189
  nChanged 2
		SP:Iteration 67Q (188554.620000 sec): 3 clusters
  Score: Raw -579105.622109 + Penalty 2892.501173 = -576213.120936
  nChanged 2
		SP:Iteration 68Q (188554.810000 sec): 3 clusters
  Score: Raw -579106.267332 + Penalty 2892.501173 = -576213.766159
  nChanged 3
		SP:Iteration 69Q (188555.000000 sec): 3 clusters
  Score: Raw -579107.225950 + Penalty 2892.501173 = -576214.724777
  nChanged 2
		SP:Iteration 70Q (188555.210000 sec): 3 clusters
  Score: Raw -579107.764813 + Penalty 2892.501173 = -576215.263640
  nChanged 2
		SP:Iteration 71Q (188555.410000 sec): 3 clusters
  Score: Raw -579108.627015 + Penalty 2892.501173 = -576216.125842
  nChanged 5
		SP:Iteration 72Q (188555.640000 sec): 3 clusters
  Score: Raw -579109.981806 + Penalty 2892.501173 = -576217.480633
  nChanged 10
		SP:Iteration 73Q (188555.840000 sec): 3 clusters
  Score: Raw -579113.762613 + Penalty 2892.501173 = -576221.261440
  nChanged 5
		SP:Iteration 74Q (188556.090000 sec): 3 clusters
  Score: Raw -579115.020741 + Penalty 2892.501173 = -576222.519568
  nChanged 4
		SP:Iteration 75Q (188556.250000 sec): 3 clusters
  Score: Raw -579116.021071 + Penalty 2892.501173 = -576223.519898
  nChanged 2
		SP:Iteration 76Q (188556.480000 sec): 3 clusters
  Score: Raw -579116.653690 + Penalty 2892.501173 = -576224.152517
  nChanged 5
		SP:Iteration 77Q (188556.680000 sec): 3 clusters
  Score: Raw -579117.836151 + Penalty 2892.501173 = -576225.334978
  nChanged 4
		SP:Iteration 78Q (188556.880000 sec): 3 clusters
  Score: Raw -579119.158103 + Penalty 2892.501173 = -576226.656930
  nChanged 5
		SP:Iteration 79Q (188557.070000 sec): 3 clusters
  Score: Raw -579120.681526 + Penalty 2892.501173 = -576228.180353
  nChanged 5
		SP:Iteration 80F (188557.280000 sec): 3 clusters
  Score: Raw -579122.621192 + Penalty 2892.501173 = -576230.120019
  nChanged 7
		SP:Iteration 81Q (188557.510000 sec): 3 clusters
  Score: Raw -579124.901366 + Penalty 2892.501173 = -576232.400193
  nChanged 3
		SP:Iteration 82Q (188557.710000 sec): 3 clusters
  Score: Raw -579126.234038 + Penalty 2892.501173 = -576233.732866
  nChanged 2
		SP:Iteration 83Q (188557.920000 sec): 3 clusters
  Score: Raw -579127.407511 + Penalty 2892.501173 = -576234.906338
  nChanged 4
		SP:Iteration 84Q (188558.090000 sec): 3 clusters
  Score: Raw -579129.525576 + Penalty 2892.501173 = -576237.024403
  nChanged 7
		SP:Iteration 85Q (188558.300000 sec): 3 clusters
  Score: Raw -579131.934446 + Penalty 2892.501173 = -576239.433273
  nChanged 5
		SP:Iteration 86Q (188558.480000 sec): 3 clusters
  Score: Raw -579133.645049 + Penalty 2892.501173 = -576241.143876
  nChanged 5
		SP:Iteration 87Q (188558.690000 sec): 3 clusters
  Score: Raw -579135.131941 + Penalty 2892.501173 = -576242.630768
  nChanged 4
		SP:Iteration 88Q (188558.860000 sec): 3 clusters
  Score: Raw -579136.575171 + Penalty 2892.501173 = -576244.073998
  nChanged 2
		SP:Iteration 89Q (188559.050000 sec): 3 clusters
  Score: Raw -579137.167310 + Penalty 2892.501173 = -576244.666137
  nChanged 2
		SP:Iteration 90Q (188559.250000 sec): 3 clusters
  Score: Raw -579137.951674 + Penalty 2892.501173 = -576245.450501
  nChanged 1
		SP:Iteration 91Q (188559.440000 sec): 3 clusters
  Score: Raw -579138.267324 + Penalty 2892.501173 = -576245.766151
  nChanged 1
		SP:Iteration 92Q (188559.700000 sec): 3 clusters
  Score: Raw -579138.522431 + Penalty 2892.501173 = -576246.021258
  nChanged 0
		SP:Iteration 93F (188559.880000 sec): 3 clusters
  Score: Raw -579138.522431 + Penalty 2892.501173 = -576246.021258
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 15 (7734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188560.040000 sec): 2 clusters
  Score: Raw -691456.829456 + Penalty 1454.924489 = -690001.904966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188560.280000 sec): 3 clusters
  Score: Raw -687120.442896 + Penalty 2909.848978 = -684210.593917
  nChanged 3301
		SP:Iteration 1F (188560.500000 sec): 3 clusters
  Score: Raw -688851.359043 + Penalty 2909.848978 = -685941.510064
  nChanged 422
		SP:Iteration 2F (188560.730000 sec): 3 clusters
  Score: Raw -689034.082815 + Penalty 2909.848978 = -686124.233837
  nChanged 369
		SP:Iteration 3Q (188560.970000 sec): 3 clusters
  Score: Raw -689201.011910 + Penalty 2909.848978 = -686291.162932
  nChanged 346
		SP:Iteration 4Q (188561.160000 sec): 3 clusters
  Score: Raw -689339.473433 + Penalty 2909.848978 = -686429.624455
  nChanged 279
		SP:Iteration 5Q (188561.400000 sec): 3 clusters
  Score: Raw -689433.704229 + Penalty 2909.848978 = -686523.855251
  nChanged 210
		SP:Iteration 6Q (188561.630000 sec): 3 clusters
  Score: Raw -689502.811223 + Penalty 2909.848978 = -686592.962244
  nChanged 206
		SP:Iteration 7Q (188561.860000 sec): 3 clusters
  Score: Raw -689573.801739 + Penalty 2909.848978 = -686663.952760
  nChanged 206
		SP:Iteration 8Q (188562.090000 sec): 3 clusters
  Score: Raw -689652.581500 + Penalty 2909.848978 = -686742.732521
  nChanged 221
		SP:Iteration 9Q (188562.330000 sec): 3 clusters
  Score: Raw -689726.080318 + Penalty 2909.848978 = -686816.231340
  nChanged 205
		SP:Iteration 10Q (188562.560000 sec): 3 clusters
  Score: Raw -689804.294014 + Penalty 2909.848978 = -686894.445035
  nChanged 244
		SP:Iteration 11Q (188562.780000 sec): 3 clusters
  Score: Raw -689913.389857 + Penalty 2909.848978 = -687003.540879
  nChanged 292
		SP:Iteration 12Q (188562.980000 sec): 3 clusters
  Score: Raw -690069.194890 + Penalty 2909.848978 = -687159.345911
  nChanged 334
		SP:Iteration 13Q (188563.200000 sec): 3 clusters
  Score: Raw -690255.081997 + Penalty 2909.848978 = -687345.233018
  nChanged 332
		SP:Iteration 14Q (188563.420000 sec): 3 clusters
  Score: Raw -690461.150001 + Penalty 2909.848978 = -687551.301023
  nChanged 326
		SP:Iteration 15Q (188563.640000 sec): 3 clusters
  Score: Raw -690689.771548 + Penalty 2909.848978 = -687779.922570
  nChanged 316
		SP:Iteration 16Q (188563.860000 sec): 3 clusters
  Score: Raw -690923.350060 + Penalty 2909.848978 = -688013.501082
  nChanged 256
		SP:Iteration 17Q (188564.090000 sec): 3 clusters
  Score: Raw -691111.967952 + Penalty 2909.848978 = -688202.118973
  nChanged 192
		SP:Iteration 18Q (188564.290000 sec): 3 clusters
  Score: Raw -691255.623157 + Penalty 2909.848978 = -688345.774179
  nChanged 136
		SP:Iteration 19Q (188564.500000 sec): 3 clusters
  Score: Raw -691355.605695 + Penalty 2909.848978 = -688445.756716
  nChanged 95
		SP:Iteration 20F (188564.730000 sec): 3 clusters
  Score: Raw -691425.910442 + Penalty 2909.848978 = -688516.061463
  nChanged 76
		SP:Iteration 21Q (188564.980000 sec): 3 clusters
  Score: Raw -691489.757875 + Penalty 2909.848978 = -688579.908897
  nChanged 49
		SP:Iteration 22Q (188565.190000 sec): 3 clusters
  Score: Raw -691531.835176 + Penalty 2909.848978 = -688621.986197
  nChanged 34
		SP:Iteration 23Q (188565.420000 sec): 3 clusters
  Score: Raw -691561.587782 + Penalty 2909.848978 = -688651.738804
  nChanged 24
		SP:Iteration 24Q (188565.620000 sec): 3 clusters
  Score: Raw -691585.928834 + Penalty 2909.848978 = -688676.079856
  nChanged 16
		SP:Iteration 25Q (188565.820000 sec): 3 clusters
  Score: Raw -691603.870587 + Penalty 2909.848978 = -688694.021609
  nChanged 13
		SP:Iteration 26Q (188566.060000 sec): 3 clusters
  Score: Raw -691617.609582 + Penalty 2909.848978 = -688707.760604
  nChanged 14
		SP:Iteration 27Q (188566.260000 sec): 3 clusters
  Score: Raw -691628.414559 + Penalty 2909.848978 = -688718.565581
  nChanged 7
		SP:Iteration 28Q (188566.490000 sec): 3 clusters
  Score: Raw -691636.142113 + Penalty 2909.848978 = -688726.293135
  nChanged 7
		SP:Iteration 29Q (188566.690000 sec): 3 clusters
  Score: Raw -691641.809405 + Penalty 2909.848978 = -688731.960426
  nChanged 6
		SP:Iteration 30Q (188566.920000 sec): 3 clusters
  Score: Raw -691647.984913 + Penalty 2909.848978 = -688738.135935
  nChanged 6
		SP:Iteration 31Q (188567.120000 sec): 3 clusters
  Score: Raw -691653.924788 + Penalty 2909.848978 = -688744.075810
  nChanged 3
		SP:Iteration 32Q (188567.370000 sec): 3 clusters
  Score: Raw -691656.590632 + Penalty 2909.848978 = -688746.741653
  nChanged 1
		SP:Iteration 33Q (188567.540000 sec): 3 clusters
  Score: Raw -691657.440456 + Penalty 2909.848978 = -688747.591477
  nChanged 1
		SP:Iteration 34Q (188567.780000 sec): 3 clusters
  Score: Raw -691657.916702 + Penalty 2909.848978 = -688748.067723
  nChanged 0
		SP:Iteration 35F (188567.970000 sec): 3 clusters
  Score: Raw -691657.916702 + Penalty 2909.848978 = -688748.067723
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 16 (181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188568.090000 sec): 2 clusters
  Score: Raw -12203.483227 + Penalty 844.755768 = -11358.727459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188568.270000 sec): 3 clusters
  Score: Raw -12323.385883 + Penalty 1689.511535 = -10633.874348
  nChanged 22
		SP:Iteration 1F (188568.450000 sec): 3 clusters
  Score: Raw -12392.596270 + Penalty 1689.511535 = -10703.084735
  nChanged 5
		SP:Iteration 2Q (188568.640000 sec): 3 clusters
  Score: Raw -12416.749307 + Penalty 1689.511535 = -10727.237772
  nChanged 0
		SP:Iteration 3F (188568.790000 sec): 3 clusters
  Score: Raw -12416.749307 + Penalty 1689.511535 = -10727.237772
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 17 (11148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188568.920000 sec): 2 clusters
  Score: Raw -939562.151990 + Penalty 1514.340001 = -938047.811989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188569.160000 sec): 3 clusters
  Score: Raw -933092.950200 + Penalty 3028.680001 = -930064.270199
  nChanged 4976
		SP:Iteration 1F (188569.400000 sec): 3 clusters
  Score: Raw -935892.559798 + Penalty 3028.680001 = -932863.879797
  nChanged 716
		SP:Iteration 2F (188569.640000 sec): 3 clusters
  Score: Raw -936247.068730 + Penalty 3028.680001 = -933218.388728
  nChanged 634
		SP:Iteration 3F (188569.900000 sec): 3 clusters
  Score: Raw -936553.241835 + Penalty 3028.680001 = -933524.561833
  nChanged 535
		SP:Iteration 4Q (188570.140000 sec): 3 clusters
  Score: Raw -936811.657260 + Penalty 3028.680001 = -933782.977259
  nChanged 478
		SP:Iteration 5Q (188570.350000 sec): 3 clusters
  Score: Raw -937023.723820 + Penalty 3028.680001 = -933995.043819
  nChanged 442
		SP:Iteration 6Q (188570.630000 sec): 3 clusters
  Score: Raw -937208.014817 + Penalty 3028.680001 = -934179.334816
  nChanged 392
		SP:Iteration 7Q (188570.890000 sec): 3 clusters
  Score: Raw -937358.197953 + Penalty 3028.680001 = -934329.517951
  nChanged 331
		SP:Iteration 8Q (188571.170000 sec): 3 clusters
  Score: Raw -937482.810603 + Penalty 3028.680001 = -934454.130602
  nChanged 298
		SP:Iteration 9Q (188571.370000 sec): 3 clusters
  Score: Raw -937583.689718 + Penalty 3028.680001 = -934555.009716
  nChanged 252
		SP:Iteration 10Q (188571.620000 sec): 3 clusters
  Score: Raw -937667.421170 + Penalty 3028.680001 = -934638.741168
  nChanged 240
		SP:Iteration 11Q (188571.830000 sec): 3 clusters
  Score: Raw -937740.820645 + Penalty 3028.680001 = -934712.140644
  nChanged 228
		SP:Iteration 12Q (188572.130000 sec): 3 clusters
  Score: Raw -937819.050647 + Penalty 3028.680001 = -934790.370646
  nChanged 208
		SP:Iteration 13Q (188572.310000 sec): 3 clusters
  Score: Raw -937882.537834 + Penalty 3028.680001 = -934853.857833
  nChanged 177
		SP:Iteration 14Q (188572.550000 sec): 3 clusters
  Score: Raw -937933.516785 + Penalty 3028.680001 = -934904.836784
  nChanged 166
		SP:Iteration 15Q (188572.770000 sec): 3 clusters
  Score: Raw -937989.654031 + Penalty 3028.680001 = -934960.974029
  nChanged 194
		SP:Iteration 16Q (188572.990000 sec): 3 clusters
  Score: Raw -938052.342875 + Penalty 3028.680001 = -935023.662874
  nChanged 197
		SP:Iteration 17Q (188573.210000 sec): 3 clusters
  Score: Raw -938131.813563 + Penalty 3028.680001 = -935103.133562
  nChanged 219
		SP:Iteration 18Q (188573.470000 sec): 3 clusters
  Score: Raw -938218.687401 + Penalty 3028.680001 = -935190.007400
  nChanged 215
		SP:Iteration 19Q (188573.720000 sec): 3 clusters
  Score: Raw -938315.022968 + Penalty 3028.680001 = -935286.342967
  nChanged 239
		SP:Iteration 20F (188573.960000 sec): 3 clusters
  Score: Raw -938412.539351 + Penalty 3028.680001 = -935383.859350
  nChanged 231
		SP:Iteration 21Q (188574.200000 sec): 3 clusters
  Score: Raw -938520.834544 + Penalty 3028.680001 = -935492.154543
  nChanged 240
		SP:Iteration 22Q (188574.440000 sec): 3 clusters
  Score: Raw -938632.125107 + Penalty 3028.680001 = -935603.445106
  nChanged 265
		SP:Iteration 23Q (188574.700000 sec): 3 clusters
  Score: Raw -938742.174660 + Penalty 3028.680001 = -935713.494659
  nChanged 241
		SP:Iteration 24Q (188574.920000 sec): 3 clusters
  Score: Raw -938825.177523 + Penalty 3028.680001 = -935796.497522
  nChanged 203
		SP:Iteration 25Q (188575.200000 sec): 3 clusters
  Score: Raw -938908.099494 + Penalty 3028.680001 = -935879.419492
  nChanged 224
		SP:Iteration 26Q (188575.480000 sec): 3 clusters
  Score: Raw -939002.521939 + Penalty 3028.680001 = -935973.841938
  nChanged 197
		SP:Iteration 27Q (188575.700000 sec): 3 clusters
  Score: Raw -939079.621504 + Penalty 3028.680001 = -936050.941503
  nChanged 192
		SP:Iteration 28Q (188575.940000 sec): 3 clusters
  Score: Raw -939154.454192 + Penalty 3028.680001 = -936125.774191
  nChanged 204
		SP:Iteration 29Q (188576.180000 sec): 3 clusters
  Score: Raw -939229.020914 + Penalty 3028.680001 = -936200.340912
  nChanged 176
		SP:Iteration 30Q (188576.450000 sec): 3 clusters
  Score: Raw -939293.928285 + Penalty 3028.680001 = -936265.248284
  nChanged 160
		SP:Iteration 31Q (188576.660000 sec): 3 clusters
  Score: Raw -939352.803496 + Penalty 3028.680001 = -936324.123495
  nChanged 153
		SP:Iteration 32Q (188576.850000 sec): 3 clusters
  Score: Raw -939412.156425 + Penalty 3028.680001 = -936383.476424
  nChanged 166
		SP:Iteration 33Q (188577.120000 sec): 3 clusters
  Score: Raw -939473.653889 + Penalty 3028.680001 = -936444.973887
  nChanged 136
		SP:Iteration 34Q (188577.300000 sec): 3 clusters
  Score: Raw -939528.320174 + Penalty 3028.680001 = -936499.640173
  nChanged 146
		SP:Iteration 35Q (188577.540000 sec): 3 clusters
  Score: Raw -939579.952776 + Penalty 3028.680001 = -936551.272775
  nChanged 121
		SP:Iteration 36Q (188577.720000 sec): 3 clusters
  Score: Raw -939618.649989 + Penalty 3028.680001 = -936589.969987
  nChanged 103
		SP:Iteration 37Q (188577.940000 sec): 3 clusters
  Score: Raw -939651.124560 + Penalty 3028.680001 = -936622.444559
  nChanged 89
		SP:Iteration 38Q (188578.210000 sec): 3 clusters
  Score: Raw -939677.362420 + Penalty 3028.680001 = -936648.682418
  nChanged 86
		SP:Iteration 39Q (188578.420000 sec): 3 clusters
  Score: Raw -939705.978600 + Penalty 3028.680001 = -936677.298599
  nChanged 77
		SP:Iteration 40F (188578.690000 sec): 3 clusters
  Score: Raw -939728.680075 + Penalty 3028.680001 = -936700.000074
  nChanged 71
		SP:Iteration 41Q (188578.930000 sec): 3 clusters
  Score: Raw -939750.196586 + Penalty 3028.680001 = -936721.516585
  nChanged 72
		SP:Iteration 42Q (188579.140000 sec): 3 clusters
  Score: Raw -939773.371418 + Penalty 3028.680001 = -936744.691417
  nChanged 63
		SP:Iteration 43Q (188579.380000 sec): 3 clusters
  Score: Raw -939792.390316 + Penalty 3028.680001 = -936763.710315
  nChanged 48
		SP:Iteration 44Q (188579.630000 sec): 3 clusters
  Score: Raw -939805.820456 + Penalty 3028.680001 = -936777.140455
  nChanged 47
		SP:Iteration 45Q (188579.880000 sec): 3 clusters
  Score: Raw -939821.022395 + Penalty 3028.680001 = -936792.342394
  nChanged 45
		SP:Iteration 46Q (188580.130000 sec): 3 clusters
  Score: Raw -939835.014341 + Penalty 3028.680001 = -936806.334340
  nChanged 38
		SP:Iteration 47Q (188580.360000 sec): 3 clusters
  Score: Raw -939849.640395 + Penalty 3028.680001 = -936820.960393
  nChanged 57
		SP:Iteration 48Q (188580.600000 sec): 3 clusters
  Score: Raw -939870.745922 + Penalty 3028.680001 = -936842.065921
  nChanged 46
		SP:Iteration 49Q (188580.850000 sec): 3 clusters
  Score: Raw -939886.791423 + Penalty 3028.680001 = -936858.111422
  nChanged 54
		SP:Iteration 50Q (188581.070000 sec): 3 clusters
  Score: Raw -939904.829998 + Penalty 3028.680001 = -936876.149996
  nChanged 44
		SP:Iteration 51Q (188581.300000 sec): 3 clusters
  Score: Raw -939919.210721 + Penalty 3028.680001 = -936890.530719
  nChanged 43
		SP:Iteration 52Q (188581.540000 sec): 3 clusters
  Score: Raw -939934.006770 + Penalty 3028.680001 = -936905.326769
  nChanged 46
		SP:Iteration 53Q (188581.780000 sec): 3 clusters
  Score: Raw -939948.331504 + Penalty 3028.680001 = -936919.651503
  nChanged 32
		SP:Iteration 54Q (188581.980000 sec): 3 clusters
  Score: Raw -939957.798000 + Penalty 3028.680001 = -936929.117999
  nChanged 22
		SP:Iteration 55Q (188582.170000 sec): 3 clusters
  Score: Raw -939967.005102 + Penalty 3028.680001 = -936938.325101
  nChanged 32
		SP:Iteration 56Q (188582.390000 sec): 3 clusters
  Score: Raw -939979.386689 + Penalty 3028.680001 = -936950.706687
  nChanged 40
		SP:Iteration 57Q (188582.610000 sec): 3 clusters
  Score: Raw -939990.741549 + Penalty 3028.680001 = -936962.061548
  nChanged 25
		SP:Iteration 58Q (188582.810000 sec): 3 clusters
  Score: Raw -939998.935674 + Penalty 3028.680001 = -936970.255673
  nChanged 23
		SP:Iteration 59Q (188583.060000 sec): 3 clusters
  Score: Raw -940007.175909 + Penalty 3028.680001 = -936978.495908
  nChanged 23
		SP:Iteration 60F (188583.280000 sec): 3 clusters
  Score: Raw -940016.352779 + Penalty 3028.680001 = -936987.672778
  nChanged 22
		SP:Iteration 61Q (188583.530000 sec): 3 clusters
  Score: Raw -940024.650366 + Penalty 3028.680001 = -936995.970365
  nChanged 25
		SP:Iteration 62Q (188583.750000 sec): 3 clusters
  Score: Raw -940032.924062 + Penalty 3028.680001 = -937004.244061
  nChanged 20
		SP:Iteration 63Q (188584.030000 sec): 3 clusters
  Score: Raw -940038.966158 + Penalty 3028.680001 = -937010.286156
  nChanged 14
		SP:Iteration 64Q (188584.260000 sec): 3 clusters
  Score: Raw -940043.922137 + Penalty 3028.680001 = -937015.242135
  nChanged 14
		SP:Iteration 65Q (188584.480000 sec): 3 clusters
  Score: Raw -940047.731965 + Penalty 3028.680001 = -937019.051964
  nChanged 12
		SP:Iteration 66Q (188584.770000 sec): 3 clusters
  Score: Raw -940051.185657 + Penalty 3028.680001 = -937022.505656
  nChanged 13
		SP:Iteration 67Q (188585.000000 sec): 3 clusters
  Score: Raw -940054.982991 + Penalty 3028.680001 = -937026.302990
  nChanged 8
		SP:Iteration 68Q (188585.240000 sec): 3 clusters
  Score: Raw -940056.972864 + Penalty 3028.680001 = -937028.292863
  nChanged 6
		SP:Iteration 69Q (188585.450000 sec): 3 clusters
  Score: Raw -940058.403111 + Penalty 3028.680001 = -937029.723110
  nChanged 5
		SP:Iteration 70Q (188585.680000 sec): 3 clusters
  Score: Raw -940059.855256 + Penalty 3028.680001 = -937031.175255
  nChanged 5
		SP:Iteration 71Q (188585.900000 sec): 3 clusters
  Score: Raw -940060.796993 + Penalty 3028.680001 = -937032.116992
  nChanged 2
		SP:Iteration 72Q (188586.100000 sec): 3 clusters
  Score: Raw -940061.077786 + Penalty 3028.680001 = -937032.397784
  nChanged 1
		SP:Iteration 73Q (188586.320000 sec): 3 clusters
  Score: Raw -940061.460518 + Penalty 3028.680001 = -937032.780517
  nChanged 3
		SP:Iteration 74Q (188586.540000 sec): 3 clusters
  Score: Raw -940062.402639 + Penalty 3028.680001 = -937033.722638
  nChanged 5
		SP:Iteration 75Q (188586.760000 sec): 3 clusters
  Score: Raw -940064.242022 + Penalty 3028.680001 = -937035.562021
  nChanged 11
		SP:Iteration 76Q (188587.050000 sec): 3 clusters
  Score: Raw -940067.029877 + Penalty 3028.680001 = -937038.349876
  nChanged 9
		SP:Iteration 77Q (188587.270000 sec): 3 clusters
  Score: Raw -940069.086602 + Penalty 3028.680001 = -937040.406600
  nChanged 4
		SP:Iteration 78Q (188587.490000 sec): 3 clusters
  Score: Raw -940070.188310 + Penalty 3028.680001 = -937041.508309
  nChanged 1
		SP:Iteration 79Q (188587.730000 sec): 3 clusters
  Score: Raw -940070.399460 + Penalty 3028.680001 = -937041.719459
  nChanged 1
		SP:Iteration 80F (188588.040000 sec): 3 clusters
  Score: Raw -940070.522359 + Penalty 3028.680001 = -937041.842358
  nChanged 1
		SP:Iteration 81Q (188588.260000 sec): 3 clusters
  Score: Raw -940070.955201 + Penalty 3028.680001 = -937042.275200
  nChanged 1
		SP:Iteration 82Q (188588.450000 sec): 3 clusters
  Score: Raw -940071.381597 + Penalty 3028.680001 = -937042.701596
  nChanged 1
		SP:Iteration 83Q (188588.680000 sec): 3 clusters
  Score: Raw -940071.596328 + Penalty 3028.680001 = -937042.916327
  nChanged 2
		SP:Iteration 84Q (188588.940000 sec): 3 clusters
  Score: Raw -940071.964950 + Penalty 3028.680001 = -937043.284949
  nChanged 3
		SP:Iteration 85Q (188589.140000 sec): 3 clusters
  Score: Raw -940072.850688 + Penalty 3028.680001 = -937044.170687
  nChanged 2
		SP:Iteration 86Q (188589.370000 sec): 3 clusters
  Score: Raw -940073.208178 + Penalty 3028.680001 = -937044.528176
  nChanged 4
		SP:Iteration 87Q (188589.580000 sec): 3 clusters
  Score: Raw -940074.266073 + Penalty 3028.680001 = -937045.586072
  nChanged 4
		SP:Iteration 88Q (188589.790000 sec): 3 clusters
  Score: Raw -940075.780734 + Penalty 3028.680001 = -937047.100733
  nChanged 5
		SP:Iteration 89Q (188590.060000 sec): 3 clusters
  Score: Raw -940076.846589 + Penalty 3028.680001 = -937048.166588
  nChanged 1
		SP:Iteration 90Q (188590.300000 sec): 3 clusters
  Score: Raw -940076.958703 + Penalty 3028.680001 = -937048.278702
  nChanged 0
		SP:Iteration 91F (188590.480000 sec): 3 clusters
  Score: Raw -940076.958703 + Penalty 3028.680001 = -937048.278702
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 18 (8799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188590.590000 sec): 2 clusters
  Score: Raw -680438.759013 + Penalty 1475.888921 = -678962.870092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188590.820000 sec): 3 clusters
  Score: Raw -675526.189634 + Penalty 2951.777841 = -672574.411793
  nChanged 3790
		SP:Iteration 1F (188591.050000 sec): 3 clusters
  Score: Raw -677899.496262 + Penalty 2951.777841 = -674947.718421
  nChanged 666
		SP:Iteration 2F (188591.240000 sec): 3 clusters
  Score: Raw -678354.009315 + Penalty 2951.777841 = -675402.231474
  nChanged 563
		SP:Iteration 3F (188591.460000 sec): 3 clusters
  Score: Raw -678736.792254 + Penalty 2951.777841 = -675785.014413
  nChanged 483
		SP:Iteration 4F (188591.680000 sec): 3 clusters
  Score: Raw -679035.878305 + Penalty 2951.777841 = -676084.100464
  nChanged 392
		SP:Iteration 5Q (188591.900000 sec): 3 clusters
  Score: Raw -679271.512069 + Penalty 2951.777841 = -676319.734227
  nChanged 329
		SP:Iteration 6Q (188592.090000 sec): 3 clusters
  Score: Raw -679459.568360 + Penalty 2951.777841 = -676507.790518
  nChanged 279
		SP:Iteration 7Q (188592.290000 sec): 3 clusters
  Score: Raw -679625.495168 + Penalty 2951.777841 = -676673.717327
  nChanged 263
		SP:Iteration 8Q (188592.480000 sec): 3 clusters
  Score: Raw -679776.367340 + Penalty 2951.777841 = -676824.589499
  nChanged 234
		SP:Iteration 9Q (188592.660000 sec): 3 clusters
  Score: Raw -679907.682451 + Penalty 2951.777841 = -676955.904610
  nChanged 201
		SP:Iteration 10Q (188592.900000 sec): 3 clusters
  Score: Raw -680026.526556 + Penalty 2951.777841 = -677074.748715
  nChanged 181
		SP:Iteration 11Q (188593.120000 sec): 3 clusters
  Score: Raw -680138.148106 + Penalty 2951.777841 = -677186.370264
  nChanged 171
		SP:Iteration 12Q (188593.370000 sec): 3 clusters
  Score: Raw -680248.000573 + Penalty 2951.777841 = -677296.222732
  nChanged 133
		SP:Iteration 13Q (188593.580000 sec): 3 clusters
  Score: Raw -680337.192571 + Penalty 2951.777841 = -677385.414729
  nChanged 123
		SP:Iteration 14Q (188593.780000 sec): 3 clusters
  Score: Raw -680415.845847 + Penalty 2951.777841 = -677464.068006
  nChanged 105
		SP:Iteration 15Q (188593.990000 sec): 3 clusters
  Score: Raw -680476.823618 + Penalty 2951.777841 = -677525.045777
  nChanged 87
		SP:Iteration 16Q (188594.220000 sec): 3 clusters
  Score: Raw -680529.871362 + Penalty 2951.777841 = -677578.093521
  nChanged 73
		SP:Iteration 17Q (188594.480000 sec): 3 clusters
  Score: Raw -680577.521357 + Penalty 2951.777841 = -677625.743515
  nChanged 67
		SP:Iteration 18Q (188594.700000 sec): 3 clusters
  Score: Raw -680619.290735 + Penalty 2951.777841 = -677667.512894
  nChanged 56
		SP:Iteration 19Q (188594.960000 sec): 3 clusters
  Score: Raw -680649.376236 + Penalty 2951.777841 = -677697.598395
  nChanged 38
		SP:Iteration 20F (188595.160000 sec): 3 clusters
  Score: Raw -680670.372438 + Penalty 2951.777841 = -677718.594597
  nChanged 28
		SP:Iteration 21Q (188595.410000 sec): 3 clusters
  Score: Raw -680683.790152 + Penalty 2951.777841 = -677732.012310
  nChanged 29
		SP:Iteration 22Q (188595.590000 sec): 3 clusters
  Score: Raw -680704.718844 + Penalty 2951.777841 = -677752.941002
  nChanged 21
		SP:Iteration 23Q (188595.840000 sec): 3 clusters
  Score: Raw -680716.227582 + Penalty 2951.777841 = -677764.449741
  nChanged 22
		SP:Iteration 24Q (188596.080000 sec): 3 clusters
  Score: Raw -680728.696155 + Penalty 2951.777841 = -677776.918314
  nChanged 24
		SP:Iteration 25Q (188596.280000 sec): 3 clusters
  Score: Raw -680747.216952 + Penalty 2951.777841 = -677795.439111
  nChanged 26
		SP:Iteration 26Q (188596.540000 sec): 3 clusters
  Score: Raw -680763.683974 + Penalty 2951.777841 = -677811.906133
  nChanged 21
		SP:Iteration 27Q (188596.730000 sec): 3 clusters
  Score: Raw -680778.755720 + Penalty 2951.777841 = -677826.977879
  nChanged 23
		SP:Iteration 28Q (188596.970000 sec): 3 clusters
  Score: Raw -680793.087090 + Penalty 2951.777841 = -677841.309249
  nChanged 14
		SP:Iteration 29Q (188597.190000 sec): 3 clusters
  Score: Raw -680801.820724 + Penalty 2951.777841 = -677850.042883
  nChanged 15
		SP:Iteration 30Q (188597.420000 sec): 3 clusters
  Score: Raw -680811.547847 + Penalty 2951.777841 = -677859.770006
  nChanged 6
		SP:Iteration 31Q (188597.670000 sec): 3 clusters
  Score: Raw -680815.446445 + Penalty 2951.777841 = -677863.668603
  nChanged 5
		SP:Iteration 32Q (188597.890000 sec): 3 clusters
  Score: Raw -680819.218939 + Penalty 2951.777841 = -677867.441097
  nChanged 5
		SP:Iteration 33Q (188598.050000 sec): 3 clusters
  Score: Raw -680823.155728 + Penalty 2951.777841 = -677871.377887
  nChanged 4
		SP:Iteration 34Q (188598.310000 sec): 3 clusters
  Score: Raw -680827.208910 + Penalty 2951.777841 = -677875.431069
  nChanged 2
		SP:Iteration 35Q (188598.450000 sec): 3 clusters
  Score: Raw -680828.024473 + Penalty 2951.777841 = -677876.246632
  nChanged 2
		SP:Iteration 36Q (188598.700000 sec): 3 clusters
  Score: Raw -680828.743143 + Penalty 2951.777841 = -677876.965301
  nChanged 2
		SP:Iteration 37Q (188598.950000 sec): 3 clusters
  Score: Raw -680829.432313 + Penalty 2951.777841 = -677877.654471
  nChanged 2
		SP:Iteration 38Q (188599.150000 sec): 3 clusters
  Score: Raw -680830.434336 + Penalty 2951.777841 = -677878.656494
  nChanged 0
		SP:Iteration 39F (188599.410000 sec): 3 clusters
  Score: Raw -680830.434336 + Penalty 2951.777841 = -677878.656494
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 19 (171221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188600.120000 sec): 2 clusters
  Score: Raw -14797674.751889 + Penalty 1958.240440 = -14795716.511449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188601.020000 sec): 3 clusters
  Score: Raw -14684553.632620 + Penalty 3916.480880 = -14680637.151740
  nChanged 82653
		SP:Iteration 1F (188601.810000 sec): 3 clusters
  Score: Raw -14733733.930992 + Penalty 3916.480880 = -14729817.450112
  nChanged 5552
		SP:Iteration 2Q (188602.680000 sec): 3 clusters
  Score: Raw -14735313.252111 + Penalty 3916.480880 = -14731396.771232
  nChanged 7418
		SP:Iteration 3Q (188603.600000 sec): 3 clusters
  Score: Raw -14738264.863357 + Penalty 3916.480880 = -14734348.382477
  nChanged 10516
		SP:Iteration 4F (188604.420000 sec): 3 clusters
  Score: Raw -14744136.270106 + Penalty 3916.480880 = -14740219.789227
  nChanged 14378
		SP:Iteration 5F (188605.280000 sec): 3 clusters
  Score: Raw -14755064.609018 + Penalty 3916.480880 = -14751148.128139
  nChanged 16923
		SP:Iteration 6F (188606.080000 sec): 3 clusters
  Score: Raw -14771134.286872 + Penalty 3916.480880 = -14767217.805992
  nChanged 14394
		SP:Iteration 7F (188606.870000 sec): 3 clusters
  Score: Raw -14786079.360627 + Penalty 3916.480880 = -14782162.879748
  nChanged 8041
		SP:Iteration 8Q (188607.680000 sec): 3 clusters
  Score: Raw -14794259.115254 + Penalty 3916.480880 = -14790342.634374
  nChanged 2802
		SP:Iteration 9Q (188608.570000 sec): 3 clusters
  Score: Raw -14796907.009377 + Penalty 3916.480880 = -14792990.528498
  nChanged 728
		SP:Iteration 10Q (188609.410000 sec): 3 clusters
  Score: Raw -14797567.595607 + Penalty 3916.480880 = -14793651.114727
  nChanged 172
		SP:Iteration 11Q (188610.180000 sec): 3 clusters
  Score: Raw -14797764.715484 + Penalty 3916.480880 = -14793848.234604
  nChanged 56
		SP:Iteration 12Q (188610.920000 sec): 3 clusters
  Score: Raw -14797838.419128 + Penalty 3916.480880 = -14793921.938248
  nChanged 26
		SP:Iteration 13Q (188611.670000 sec): 3 clusters
  Score: Raw -14797873.686410 + Penalty 3916.480880 = -14793957.205530
  nChanged 13
		SP:Iteration 14Q (188612.450000 sec): 3 clusters
  Score: Raw -14797895.285100 + Penalty 3916.480880 = -14793978.804220
  nChanged 9
		SP:Iteration 15Q (188613.240000 sec): 3 clusters
  Score: Raw -14797908.924591 + Penalty 3916.480880 = -14793992.443712
  nChanged 7
		SP:Iteration 16Q (188613.970000 sec): 3 clusters
  Score: Raw -14797918.122132 + Penalty 3916.480880 = -14794001.641253
  nChanged 4
		SP:Iteration 17Q (188614.670000 sec): 3 clusters
  Score: Raw -14797925.421307 + Penalty 3916.480880 = -14794008.940428
  nChanged 4
		SP:Iteration 18Q (188615.350000 sec): 3 clusters
  Score: Raw -14797930.788624 + Penalty 3916.480880 = -14794014.307744
  nChanged 3
		SP:Iteration 19Q (188616.170000 sec): 3 clusters
  Score: Raw -14797934.341809 + Penalty 3916.480880 = -14794017.860929
  nChanged 2
		SP:Iteration 20F (188617.090000 sec): 3 clusters
  Score: Raw -14797937.211102 + Penalty 3916.480880 = -14794020.730223
  nChanged 3
		SP:Iteration 21Q (188617.820000 sec): 3 clusters
  Score: Raw -14797939.550581 + Penalty 3916.480880 = -14794023.069702
  nChanged 1
		SP:Iteration 22Q (188618.630000 sec): 3 clusters
  Score: Raw -14797940.341167 + Penalty 3916.480880 = -14794023.860287
  nChanged 1
		SP:Iteration 23Q (188619.430000 sec): 3 clusters
  Score: Raw -14797941.350599 + Penalty 3916.480880 = -14794024.869720
  nChanged 1
		SP:Iteration 24Q (188620.180000 sec): 3 clusters
  Score: Raw -14797941.677918 + Penalty 3916.480880 = -14794025.197038
  nChanged 0
		SP:Iteration 25F (188621.030000 sec): 3 clusters
  Score: Raw -14797941.677918 + Penalty 3916.480880 = -14794025.197038
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 20 (15518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188621.250000 sec): 2 clusters
  Score: Raw -1335252.488215 + Penalty 1568.085337 = -1333684.402878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188621.540000 sec): 3 clusters
  Score: Raw -1326127.341907 + Penalty 3136.170674 = -1322991.171233
  nChanged 6875
		SP:Iteration 1F (188621.790000 sec): 3 clusters
  Score: Raw -1329880.033069 + Penalty 3136.170674 = -1326743.862396
  nChanged 770
		SP:Iteration 2Q (188622.080000 sec): 3 clusters
  Score: Raw -1330151.880354 + Penalty 3136.170674 = -1327015.709680
  nChanged 637
		SP:Iteration 3Q (188622.350000 sec): 3 clusters
  Score: Raw -1330346.239523 + Penalty 3136.170674 = -1327210.068849
  nChanged 554
		SP:Iteration 4Q (188622.560000 sec): 3 clusters
  Score: Raw -1330513.988358 + Penalty 3136.170674 = -1327377.817684
  nChanged 513
		SP:Iteration 5Q (188622.830000 sec): 3 clusters
  Score: Raw -1330668.695812 + Penalty 3136.170674 = -1327532.525138
  nChanged 523
		SP:Iteration 6Q (188623.100000 sec): 3 clusters
  Score: Raw -1330829.105214 + Penalty 3136.170674 = -1327692.934541
  nChanged 481
		SP:Iteration 7Q (188623.340000 sec): 3 clusters
  Score: Raw -1330987.774170 + Penalty 3136.170674 = -1327851.603496
  nChanged 502
		SP:Iteration 8Q (188623.610000 sec): 3 clusters
  Score: Raw -1331176.763548 + Penalty 3136.170674 = -1328040.592874
  nChanged 537
		SP:Iteration 9Q (188623.840000 sec): 3 clusters
  Score: Raw -1331421.472529 + Penalty 3136.170674 = -1328285.301855
  nChanged 626
		SP:Iteration 10Q (188624.110000 sec): 3 clusters
  Score: Raw -1331736.762236 + Penalty 3136.170674 = -1328600.591562
  nChanged 668
		SP:Iteration 11Q (188624.370000 sec): 3 clusters
  Score: Raw -1332103.860226 + Penalty 3136.170674 = -1328967.689553
  nChanged 753
		SP:Iteration 12Q (188624.640000 sec): 3 clusters
  Score: Raw -1332568.267224 + Penalty 3136.170674 = -1329432.096551
  nChanged 716
		SP:Iteration 13Q (188624.900000 sec): 3 clusters
  Score: Raw -1333022.869053 + Penalty 3136.170674 = -1329886.698379
  nChanged 633
		SP:Iteration 14Q (188625.160000 sec): 3 clusters
  Score: Raw -1333456.192685 + Penalty 3136.170674 = -1330320.022011
  nChanged 497
		SP:Iteration 15Q (188625.420000 sec): 3 clusters
  Score: Raw -1333770.771143 + Penalty 3136.170674 = -1330634.600469
  nChanged 407
		SP:Iteration 16Q (188625.700000 sec): 3 clusters
  Score: Raw -1334001.365510 + Penalty 3136.170674 = -1330865.194836
  nChanged 351
		SP:Iteration 17Q (188625.970000 sec): 3 clusters
  Score: Raw -1334194.343654 + Penalty 3136.170674 = -1331058.172980
  nChanged 308
		SP:Iteration 18Q (188626.280000 sec): 3 clusters
  Score: Raw -1334357.484264 + Penalty 3136.170674 = -1331221.313590
  nChanged 268
		SP:Iteration 19Q (188626.510000 sec): 3 clusters
  Score: Raw -1334496.083695 + Penalty 3136.170674 = -1331359.913021
  nChanged 245
		SP:Iteration 20F (188626.760000 sec): 3 clusters
  Score: Raw -1334625.157661 + Penalty 3136.170674 = -1331488.986987
  nChanged 213
		SP:Iteration 21Q (188627.030000 sec): 3 clusters
  Score: Raw -1334722.179968 + Penalty 3136.170674 = -1331586.009294
  nChanged 193
		SP:Iteration 22Q (188627.300000 sec): 3 clusters
  Score: Raw -1334821.885178 + Penalty 3136.170674 = -1331685.714504
  nChanged 207
		SP:Iteration 23Q (188627.540000 sec): 3 clusters
  Score: Raw -1334926.862820 + Penalty 3136.170674 = -1331790.692146
  nChanged 176
		SP:Iteration 24Q (188627.800000 sec): 3 clusters
  Score: Raw -1335004.674854 + Penalty 3136.170674 = -1331868.504180
  nChanged 134
		SP:Iteration 25Q (188628.100000 sec): 3 clusters
  Score: Raw -1335051.392657 + Penalty 3136.170674 = -1331915.221983
  nChanged 114
		SP:Iteration 26Q (188628.370000 sec): 3 clusters
  Score: Raw -1335094.656478 + Penalty 3136.170674 = -1331958.485804
  nChanged 105
		SP:Iteration 27Q (188628.690000 sec): 3 clusters
  Score: Raw -1335132.566882 + Penalty 3136.170674 = -1331996.396209
  nChanged 88
		SP:Iteration 28Q (188628.940000 sec): 3 clusters
  Score: Raw -1335159.207237 + Penalty 3136.170674 = -1332023.036564
  nChanged 71
		SP:Iteration 29Q (188629.200000 sec): 3 clusters
  Score: Raw -1335179.249135 + Penalty 3136.170674 = -1332043.078461
  nChanged 59
		SP:Iteration 30Q (188629.410000 sec): 3 clusters
  Score: Raw -1335198.613051 + Penalty 3136.170674 = -1332062.442377
  nChanged 71
		SP:Iteration 31Q (188629.620000 sec): 3 clusters
  Score: Raw -1335223.509406 + Penalty 3136.170674 = -1332087.338732
  nChanged 63
		SP:Iteration 32Q (188629.900000 sec): 3 clusters
  Score: Raw -1335247.071409 + Penalty 3136.170674 = -1332110.900735
  nChanged 66
		SP:Iteration 33Q (188630.110000 sec): 3 clusters
  Score: Raw -1335266.993494 + Penalty 3136.170674 = -1332130.822820
  nChanged 54
		SP:Iteration 34Q (188630.290000 sec): 3 clusters
  Score: Raw -1335283.192266 + Penalty 3136.170674 = -1332147.021592
  nChanged 52
		SP:Iteration 35Q (188630.530000 sec): 3 clusters
  Score: Raw -1335301.764471 + Penalty 3136.170674 = -1332165.593797
  nChanged 41
		SP:Iteration 36Q (188630.810000 sec): 3 clusters
  Score: Raw -1335315.289523 + Penalty 3136.170674 = -1332179.118849
  nChanged 44
		SP:Iteration 37Q (188631.040000 sec): 3 clusters
  Score: Raw -1335332.018162 + Penalty 3136.170674 = -1332195.847489
  nChanged 48
		SP:Iteration 38Q (188631.280000 sec): 3 clusters
  Score: Raw -1335347.602906 + Penalty 3136.170674 = -1332211.432232
  nChanged 46
		SP:Iteration 39Q (188631.540000 sec): 3 clusters
  Score: Raw -1335362.006324 + Penalty 3136.170674 = -1332225.835650
  nChanged 44
		SP:Iteration 40F (188631.780000 sec): 3 clusters
  Score: Raw -1335374.541658 + Penalty 3136.170674 = -1332238.370984
  nChanged 37
		SP:Iteration 41Q (188632.000000 sec): 3 clusters
  Score: Raw -1335384.108441 + Penalty 3136.170674 = -1332247.937768
  nChanged 38
		SP:Iteration 42Q (188632.200000 sec): 3 clusters
  Score: Raw -1335393.772955 + Penalty 3136.170674 = -1332257.602281
  nChanged 34
		SP:Iteration 43Q (188632.440000 sec): 3 clusters
  Score: Raw -1335401.306174 + Penalty 3136.170674 = -1332265.135500
  nChanged 21
		SP:Iteration 44Q (188632.680000 sec): 3 clusters
  Score: Raw -1335404.389654 + Penalty 3136.170674 = -1332268.218980
  nChanged 16
		SP:Iteration 45Q (188632.900000 sec): 3 clusters
  Score: Raw -1335407.124042 + Penalty 3136.170674 = -1332270.953368
  nChanged 13
		SP:Iteration 46Q (188633.150000 sec): 3 clusters
  Score: Raw -1335409.401051 + Penalty 3136.170674 = -1332273.230378
  nChanged 10
		SP:Iteration 47Q (188633.380000 sec): 3 clusters
  Score: Raw -1335411.192417 + Penalty 3136.170674 = -1332275.021743
  nChanged 12
		SP:Iteration 48Q (188633.640000 sec): 3 clusters
  Score: Raw -1335413.390875 + Penalty 3136.170674 = -1332277.220202
  nChanged 10
		SP:Iteration 49Q (188633.860000 sec): 3 clusters
  Score: Raw -1335415.919040 + Penalty 3136.170674 = -1332279.748367
  nChanged 16
		SP:Iteration 50Q (188634.060000 sec): 3 clusters
  Score: Raw -1335419.756012 + Penalty 3136.170674 = -1332283.585338
  nChanged 9
		SP:Iteration 51Q (188634.310000 sec): 3 clusters
  Score: Raw -1335420.883324 + Penalty 3136.170674 = -1332284.712650
  nChanged 4
		SP:Iteration 52Q (188634.550000 sec): 3 clusters
  Score: Raw -1335421.666440 + Penalty 3136.170674 = -1332285.495766
  nChanged 3
		SP:Iteration 53Q (188634.750000 sec): 3 clusters
  Score: Raw -1335422.322249 + Penalty 3136.170674 = -1332286.151575
  nChanged 5
		SP:Iteration 54Q (188634.980000 sec): 3 clusters
  Score: Raw -1335423.126544 + Penalty 3136.170674 = -1332286.955871
  nChanged 6
		SP:Iteration 55Q (188635.230000 sec): 3 clusters
  Score: Raw -1335424.218946 + Penalty 3136.170674 = -1332288.048272
  nChanged 5
		SP:Iteration 56Q (188635.420000 sec): 3 clusters
  Score: Raw -1335424.894640 + Penalty 3136.170674 = -1332288.723966
  nChanged 5
		SP:Iteration 57Q (188635.690000 sec): 3 clusters
  Score: Raw -1335426.061444 + Penalty 3136.170674 = -1332289.890771
  nChanged 5
		SP:Iteration 58Q (188635.890000 sec): 3 clusters
  Score: Raw -1335427.071445 + Penalty 3136.170674 = -1332290.900771
  nChanged 4
		SP:Iteration 59Q (188636.140000 sec): 3 clusters
  Score: Raw -1335427.358294 + Penalty 3136.170674 = -1332291.187620
  nChanged 3
		SP:Iteration 60F (188636.390000 sec): 3 clusters
  Score: Raw -1335428.088707 + Penalty 3136.170674 = -1332291.918033
  nChanged 6
		SP:Iteration 61Q (188636.600000 sec): 3 clusters
  Score: Raw -1335429.344950 + Penalty 3136.170674 = -1332293.174276
  nChanged 10
		SP:Iteration 62Q (188636.840000 sec): 3 clusters
  Score: Raw -1335431.819912 + Penalty 3136.170674 = -1332295.649238
  nChanged 9
		SP:Iteration 63Q (188637.090000 sec): 3 clusters
  Score: Raw -1335433.418066 + Penalty 3136.170674 = -1332297.247392
  nChanged 8
		SP:Iteration 64Q (188637.330000 sec): 3 clusters
  Score: Raw -1335434.399293 + Penalty 3136.170674 = -1332298.228619
  nChanged 3
		SP:Iteration 65Q (188637.560000 sec): 3 clusters
  Score: Raw -1335434.893187 + Penalty 3136.170674 = -1332298.722513
  nChanged 3
		SP:Iteration 66Q (188637.790000 sec): 3 clusters
  Score: Raw -1335435.227054 + Penalty 3136.170674 = -1332299.056380
  nChanged 2
		SP:Iteration 67Q (188638.100000 sec): 3 clusters
  Score: Raw -1335435.598042 + Penalty 3136.170674 = -1332299.427368
  nChanged 0
		SP:Iteration 68F (188638.320000 sec): 3 clusters
  Score: Raw -1335435.598042 + Penalty 3136.170674 = -1332299.427368
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 21 (4414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188638.410000 sec): 2 clusters
  Score: Raw -375656.496138 + Penalty 1363.787195 = -374292.708942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188638.660000 sec): 3 clusters
  Score: Raw -373423.463788 + Penalty 2727.574391 = -370695.889397
  nChanged 1726
		SP:Iteration 1F (188638.820000 sec): 3 clusters
  Score: Raw -374401.715182 + Penalty 2727.574391 = -371674.140792
  nChanged 301
		SP:Iteration 2F (188638.990000 sec): 3 clusters
  Score: Raw -374536.194314 + Penalty 2727.574391 = -371808.619923
  nChanged 193
		SP:Iteration 3Q (188639.160000 sec): 3 clusters
  Score: Raw -374623.899972 + Penalty 2727.574391 = -371896.325581
  nChanged 160
		SP:Iteration 4Q (188639.350000 sec): 3 clusters
  Score: Raw -374704.683826 + Penalty 2727.574391 = -371977.109435
  nChanged 131
		SP:Iteration 5Q (188639.550000 sec): 3 clusters
  Score: Raw -374757.502878 + Penalty 2727.574391 = -372029.928487
  nChanged 104
		SP:Iteration 6Q (188639.740000 sec): 3 clusters
  Score: Raw -374808.649883 + Penalty 2727.574391 = -372081.075492
  nChanged 106
		SP:Iteration 7Q (188639.940000 sec): 3 clusters
  Score: Raw -374860.200428 + Penalty 2727.574391 = -372132.626037
  nChanged 103
		SP:Iteration 8Q (188640.160000 sec): 3 clusters
  Score: Raw -374912.878847 + Penalty 2727.574391 = -372185.304456
  nChanged 106
		SP:Iteration 9Q (188640.300000 sec): 3 clusters
  Score: Raw -374968.295560 + Penalty 2727.574391 = -372240.721170
  nChanged 111
		SP:Iteration 10Q (188640.460000 sec): 3 clusters
  Score: Raw -375027.735995 + Penalty 2727.574391 = -372300.161604
  nChanged 99
		SP:Iteration 11Q (188640.680000 sec): 3 clusters
  Score: Raw -375083.269091 + Penalty 2727.574391 = -372355.694700
  nChanged 97
		SP:Iteration 12Q (188640.900000 sec): 3 clusters
  Score: Raw -375125.168365 + Penalty 2727.574391 = -372397.593975
  nChanged 84
		SP:Iteration 13Q (188641.070000 sec): 3 clusters
  Score: Raw -375158.934090 + Penalty 2727.574391 = -372431.359699
  nChanged 76
		SP:Iteration 14Q (188641.320000 sec): 3 clusters
  Score: Raw -375193.253099 + Penalty 2727.574391 = -372465.678708
  nChanged 67
		SP:Iteration 15Q (188641.510000 sec): 3 clusters
  Score: Raw -375221.113713 + Penalty 2727.574391 = -372493.539323
  nChanged 59
		SP:Iteration 16Q (188641.690000 sec): 3 clusters
  Score: Raw -375250.820108 + Penalty 2727.574391 = -372523.245717
  nChanged 60
		SP:Iteration 17Q (188641.940000 sec): 3 clusters
  Score: Raw -375277.948124 + Penalty 2727.574391 = -372550.373734
  nChanged 59
		SP:Iteration 18Q (188642.110000 sec): 3 clusters
  Score: Raw -375303.439763 + Penalty 2727.574391 = -372575.865372
  nChanged 73
		SP:Iteration 19Q (188642.360000 sec): 3 clusters
  Score: Raw -375338.520527 + Penalty 2727.574391 = -372610.946136
  nChanged 61
		SP:Iteration 20F (188642.560000 sec): 3 clusters
  Score: Raw -375373.120346 + Penalty 2727.574391 = -372645.545955
  nChanged 69
		SP:Iteration 21Q (188642.760000 sec): 3 clusters
  Score: Raw -375406.422012 + Penalty 2727.574391 = -372678.847621
  nChanged 68
		SP:Iteration 22Q (188642.980000 sec): 3 clusters
  Score: Raw -375437.509715 + Penalty 2727.574391 = -372709.935324
  nChanged 55
		SP:Iteration 23Q (188643.180000 sec): 3 clusters
  Score: Raw -375462.302089 + Penalty 2727.574391 = -372734.727699
  nChanged 53
		SP:Iteration 24Q (188643.400000 sec): 3 clusters
  Score: Raw -375494.264576 + Penalty 2727.574391 = -372766.690185
  nChanged 61
		SP:Iteration 25Q (188643.600000 sec): 3 clusters
  Score: Raw -375536.222397 + Penalty 2727.574391 = -372808.648006
  nChanged 63
		SP:Iteration 26Q (188643.820000 sec): 3 clusters
  Score: Raw -375572.115689 + Penalty 2727.574391 = -372844.541298
  nChanged 56
		SP:Iteration 27Q (188644.030000 sec): 3 clusters
  Score: Raw -375605.593773 + Penalty 2727.574391 = -372878.019382
  nChanged 50
		SP:Iteration 28Q (188644.260000 sec): 3 clusters
  Score: Raw -375636.555339 + Penalty 2727.574391 = -372908.980948
  nChanged 52
		SP:Iteration 29Q (188644.510000 sec): 3 clusters
  Score: Raw -375663.509770 + Penalty 2727.574391 = -372935.935380
  nChanged 45
		SP:Iteration 30Q (188644.700000 sec): 3 clusters
  Score: Raw -375697.055110 + Penalty 2727.574391 = -372969.480720
  nChanged 52
		SP:Iteration 31Q (188644.900000 sec): 3 clusters
  Score: Raw -375737.276249 + Penalty 2727.574391 = -373009.701858
  nChanged 51
		SP:Iteration 32Q (188645.100000 sec): 3 clusters
  Score: Raw -375772.507375 + Penalty 2727.574391 = -373044.932984
  nChanged 48
		SP:Iteration 33Q (188645.290000 sec): 3 clusters
  Score: Raw -375807.284103 + Penalty 2727.574391 = -373079.709712
  nChanged 35
		SP:Iteration 34Q (188645.490000 sec): 3 clusters
  Score: Raw -375830.997871 + Penalty 2727.574391 = -373103.423481
  nChanged 29
		SP:Iteration 35Q (188645.660000 sec): 3 clusters
  Score: Raw -375851.630187 + Penalty 2727.574391 = -373124.055797
  nChanged 23
		SP:Iteration 36Q (188645.880000 sec): 3 clusters
  Score: Raw -375873.922685 + Penalty 2727.574391 = -373146.348294
  nChanged 25
		SP:Iteration 37Q (188646.130000 sec): 3 clusters
  Score: Raw -375889.631002 + Penalty 2727.574391 = -373162.056611
  nChanged 19
		SP:Iteration 38Q (188646.290000 sec): 3 clusters
  Score: Raw -375901.173438 + Penalty 2727.574391 = -373173.599048
  nChanged 8
		SP:Iteration 39Q (188646.540000 sec): 3 clusters
  Score: Raw -375905.662305 + Penalty 2727.574391 = -373178.087914
  nChanged 6
		SP:Iteration 40F (188646.760000 sec): 3 clusters
  Score: Raw -375908.896675 + Penalty 2727.574391 = -373181.322284
  nChanged 8
		SP:Iteration 41Q (188646.960000 sec): 3 clusters
  Score: Raw -375915.022345 + Penalty 2727.574391 = -373187.447954
  nChanged 15
		SP:Iteration 42Q (188647.110000 sec): 3 clusters
  Score: Raw -375924.721501 + Penalty 2727.574391 = -373197.147111
  nChanged 10
		SP:Iteration 43Q (188647.290000 sec): 3 clusters
  Score: Raw -375931.859194 + Penalty 2727.574391 = -373204.284803
  nChanged 8
		SP:Iteration 44Q (188647.520000 sec): 3 clusters
  Score: Raw -375936.155626 + Penalty 2727.574391 = -373208.581235
  nChanged 8
		SP:Iteration 45Q (188647.660000 sec): 3 clusters
  Score: Raw -375940.477857 + Penalty 2727.574391 = -373212.903467
  nChanged 3
		SP:Iteration 46Q (188647.820000 sec): 3 clusters
  Score: Raw -375942.001665 + Penalty 2727.574391 = -373214.427274
  nChanged 3
		SP:Iteration 47Q (188648.010000 sec): 3 clusters
  Score: Raw -375943.200405 + Penalty 2727.574391 = -373215.626015
  nChanged 1
		SP:Iteration 48Q (188648.180000 sec): 3 clusters
  Score: Raw -375943.534805 + Penalty 2727.574391 = -373215.960414
  nChanged 1
		SP:Iteration 49Q (188648.380000 sec): 3 clusters
  Score: Raw -375944.165635 + Penalty 2727.574391 = -373216.591244
  nChanged 1
		SP:Iteration 50Q (188648.580000 sec): 3 clusters
  Score: Raw -375944.594961 + Penalty 2727.574391 = -373217.020570
  nChanged 2
		SP:Iteration 51Q (188648.720000 sec): 3 clusters
  Score: Raw -375946.304051 + Penalty 2727.574391 = -373218.729660
  nChanged 4
		SP:Iteration 52Q (188648.930000 sec): 3 clusters
  Score: Raw -375948.444505 + Penalty 2727.574391 = -373220.870114
  nChanged 5
		SP:Iteration 53Q (188649.120000 sec): 3 clusters
  Score: Raw -375951.084937 + Penalty 2727.574391 = -373223.510547
  nChanged 4
		SP:Iteration 54Q (188649.260000 sec): 3 clusters
  Score: Raw -375954.110728 + Penalty 2727.574391 = -373226.536337
  nChanged 2
		SP:Iteration 55Q (188649.460000 sec): 3 clusters
  Score: Raw -375955.087183 + Penalty 2727.574391 = -373227.512793
  nChanged 2
		SP:Iteration 56Q (188649.630000 sec): 3 clusters
  Score: Raw -375957.763993 + Penalty 2727.574391 = -373230.189602
  nChanged 2
		SP:Iteration 57Q (188649.790000 sec): 3 clusters
  Score: Raw -375958.840528 + Penalty 2727.574391 = -373231.266137
  nChanged 1
		SP:Iteration 58Q (188649.990000 sec): 3 clusters
  Score: Raw -375961.633915 + Penalty 2727.574391 = -373234.059524
  nChanged 4
		SP:Iteration 59Q (188650.190000 sec): 3 clusters
  Score: Raw -375964.516348 + Penalty 2727.574391 = -373236.941958
  nChanged 4
		SP:Iteration 60F (188650.360000 sec): 3 clusters
  Score: Raw -375966.464632 + Penalty 2727.574391 = -373238.890241
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 22 (13983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188650.520000 sec): 2 clusters
  Score: Raw -1213916.609632 + Penalty 1551.159608 = -1212365.450024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188650.790000 sec): 3 clusters
  Score: Raw -1205771.413999 + Penalty 3102.319215 = -1202669.094784
  nChanged 6189
		SP:Iteration 1F (188651.020000 sec): 3 clusters
  Score: Raw -1209215.143544 + Penalty 3102.319215 = -1206112.824329
  nChanged 907
		SP:Iteration 2F (188651.280000 sec): 3 clusters
  Score: Raw -1209702.653342 + Penalty 3102.319215 = -1206600.334127
  nChanged 817
		SP:Iteration 3F (188651.490000 sec): 3 clusters
  Score: Raw -1210208.487278 + Penalty 3102.319215 = -1207106.168062
  nChanged 831
		SP:Iteration 4F (188651.710000 sec): 3 clusters
  Score: Raw -1210740.910723 + Penalty 3102.319215 = -1207638.591508
  nChanged 763
		SP:Iteration 5F (188651.960000 sec): 3 clusters
  Score: Raw -1211238.822173 + Penalty 3102.319215 = -1208136.502958
  nChanged 756
		SP:Iteration 6F (188652.190000 sec): 3 clusters
  Score: Raw -1211725.991274 + Penalty 3102.319215 = -1208623.672059
  nChanged 679
		SP:Iteration 7Q (188652.420000 sec): 3 clusters
  Score: Raw -1212155.694956 + Penalty 3102.319215 = -1209053.375741
  nChanged 602
		SP:Iteration 8Q (188652.650000 sec): 3 clusters
  Score: Raw -1212571.827490 + Penalty 3102.319215 = -1209469.508275
  nChanged 517
		SP:Iteration 9Q (188652.960000 sec): 3 clusters
  Score: Raw -1212931.655073 + Penalty 3102.319215 = -1209829.335857
  nChanged 455
		SP:Iteration 10Q (188653.200000 sec): 3 clusters
  Score: Raw -1213245.506618 + Penalty 3102.319215 = -1210143.187403
  nChanged 366
		SP:Iteration 11Q (188653.480000 sec): 3 clusters
  Score: Raw -1213492.179057 + Penalty 3102.319215 = -1210389.859842
  nChanged 295
		SP:Iteration 12Q (188653.800000 sec): 3 clusters
  Score: Raw -1213670.917436 + Penalty 3102.319215 = -1210568.598221
  nChanged 234
		SP:Iteration 13Q (188654.020000 sec): 3 clusters
  Score: Raw -1213821.260150 + Penalty 3102.319215 = -1210718.940935
  nChanged 223
		SP:Iteration 14Q (188654.230000 sec): 3 clusters
  Score: Raw -1213972.091507 + Penalty 3102.319215 = -1210869.772292
  nChanged 188
		SP:Iteration 15Q (188654.500000 sec): 3 clusters
  Score: Raw -1214086.163178 + Penalty 3102.319215 = -1210983.843963
  nChanged 145
		SP:Iteration 16Q (188654.760000 sec): 3 clusters
  Score: Raw -1214168.365947 + Penalty 3102.319215 = -1211066.046732
  nChanged 111
		SP:Iteration 17Q (188655.010000 sec): 3 clusters
  Score: Raw -1214223.811991 + Penalty 3102.319215 = -1211121.492776
  nChanged 91
		SP:Iteration 18Q (188655.240000 sec): 3 clusters
  Score: Raw -1214271.113810 + Penalty 3102.319215 = -1211168.794595
  nChanged 75
		SP:Iteration 19Q (188655.460000 sec): 3 clusters
  Score: Raw -1214309.979103 + Penalty 3102.319215 = -1211207.659888
  nChanged 74
		SP:Iteration 20F (188655.710000 sec): 3 clusters
  Score: Raw -1214340.425464 + Penalty 3102.319215 = -1211238.106249
  nChanged 53
		SP:Iteration 21Q (188655.940000 sec): 3 clusters
  Score: Raw -1214358.036956 + Penalty 3102.319215 = -1211255.717741
  nChanged 43
		SP:Iteration 22Q (188656.200000 sec): 3 clusters
  Score: Raw -1214370.358171 + Penalty 3102.319215 = -1211268.038956
  nChanged 29
		SP:Iteration 23Q (188656.470000 sec): 3 clusters
  Score: Raw -1214378.957025 + Penalty 3102.319215 = -1211276.637810
  nChanged 27
		SP:Iteration 24Q (188656.720000 sec): 3 clusters
  Score: Raw -1214387.766372 + Penalty 3102.319215 = -1211285.447157
  nChanged 29
		SP:Iteration 25Q (188656.940000 sec): 3 clusters
  Score: Raw -1214397.759497 + Penalty 3102.319215 = -1211295.440282
  nChanged 22
		SP:Iteration 26Q (188657.190000 sec): 3 clusters
  Score: Raw -1214404.222377 + Penalty 3102.319215 = -1211301.903162
  nChanged 15
		SP:Iteration 27Q (188657.420000 sec): 3 clusters
  Score: Raw -1214407.616333 + Penalty 3102.319215 = -1211305.297118
  nChanged 11
		SP:Iteration 28Q (188657.670000 sec): 3 clusters
  Score: Raw -1214409.744746 + Penalty 3102.319215 = -1211307.425531
  nChanged 4
		SP:Iteration 29Q (188657.880000 sec): 3 clusters
  Score: Raw -1214410.634549 + Penalty 3102.319215 = -1211308.315334
  nChanged 3
		SP:Iteration 30Q (188658.130000 sec): 3 clusters
  Score: Raw -1214411.280619 + Penalty 3102.319215 = -1211308.961404
  nChanged 3
		SP:Iteration 31Q (188658.390000 sec): 3 clusters
  Score: Raw -1214412.242043 + Penalty 3102.319215 = -1211309.922828
  nChanged 6
		SP:Iteration 32Q (188658.600000 sec): 3 clusters
  Score: Raw -1214413.778773 + Penalty 3102.319215 = -1211311.459557
  nChanged 5
		SP:Iteration 33Q (188658.820000 sec): 3 clusters
  Score: Raw -1214414.721719 + Penalty 3102.319215 = -1211312.402504
  nChanged 4
		SP:Iteration 34Q (188659.080000 sec): 3 clusters
  Score: Raw -1214416.293444 + Penalty 3102.319215 = -1211313.974229
  nChanged 7
		SP:Iteration 35Q (188659.300000 sec): 3 clusters
  Score: Raw -1214418.352452 + Penalty 3102.319215 = -1211316.033237
  nChanged 5
		SP:Iteration 36Q (188659.520000 sec): 3 clusters
  Score: Raw -1214419.433108 + Penalty 3102.319215 = -1211317.113893
  nChanged 1
		SP:Iteration 37Q (188659.760000 sec): 3 clusters
  Score: Raw -1214419.558907 + Penalty 3102.319215 = -1211317.239691
  nChanged 0
		SP:Iteration 38F (188660.040000 sec): 3 clusters
  Score: Raw -1214419.558907 + Penalty 3102.319215 = -1211317.239691
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 23 (79553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188660.410000 sec): 2 clusters
  Score: Raw -7097710.868686 + Penalty 1833.679046 = -7095877.189640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188660.950000 sec): 3 clusters
  Score: Raw -7046399.747265 + Penalty 3667.358092 = -7042732.389172
  nChanged 37866
		SP:Iteration 1F (188661.480000 sec): 3 clusters
  Score: Raw -7067974.195212 + Penalty 3667.358092 = -7064306.837120
  nChanged 2686
		SP:Iteration 2Q (188662.060000 sec): 3 clusters
  Score: Raw -7068637.738412 + Penalty 3667.358092 = -7064970.380320
  nChanged 2768
		SP:Iteration 3Q (188662.640000 sec): 3 clusters
  Score: Raw -7069470.877037 + Penalty 3667.358092 = -7065803.518945
  nChanged 3246
		SP:Iteration 4Q (188663.220000 sec): 3 clusters
  Score: Raw -7070746.381910 + Penalty 3667.358092 = -7067079.023818
  nChanged 3892
		SP:Iteration 5Q (188663.800000 sec): 3 clusters
  Score: Raw -7072774.452293 + Penalty 3667.358092 = -7069107.094201
  nChanged 4848
		SP:Iteration 6F (188664.380000 sec): 3 clusters
  Score: Raw -7075803.620657 + Penalty 3667.358092 = -7072136.262565
  nChanged 5616
		SP:Iteration 7F (188664.910000 sec): 3 clusters
  Score: Raw -7079711.191095 + Penalty 3667.358092 = -7076043.833003
  nChanged 5687
		SP:Iteration 8F (188665.470000 sec): 3 clusters
  Score: Raw -7083635.133556 + Penalty 3667.358092 = -7079967.775464
  nChanged 5200
		SP:Iteration 9F (188665.990000 sec): 3 clusters
  Score: Raw -7086646.141514 + Penalty 3667.358092 = -7082978.783421
  nChanged 3956
		SP:Iteration 10Q (188666.490000 sec): 3 clusters
  Score: Raw -7088482.725563 + Penalty 3667.358092 = -7084815.367471
  nChanged 3038
		SP:Iteration 11Q (188667.110000 sec): 3 clusters
  Score: Raw -7089641.333736 + Penalty 3667.358092 = -7085973.975644
  nChanged 2412
		SP:Iteration 12Q (188667.640000 sec): 3 clusters
  Score: Raw -7090489.725230 + Penalty 3667.358092 = -7086822.367138
  nChanged 2205
		SP:Iteration 13Q (188668.180000 sec): 3 clusters
  Score: Raw -7091262.125351 + Penalty 3667.358092 = -7087594.767259
  nChanged 2182
		SP:Iteration 14Q (188668.760000 sec): 3 clusters
  Score: Raw -7091986.515753 + Penalty 3667.358092 = -7088319.157661
  nChanged 2182
		SP:Iteration 15Q (188669.360000 sec): 3 clusters
  Score: Raw -7092702.139113 + Penalty 3667.358092 = -7089034.781020
  nChanged 2262
		SP:Iteration 16Q (188669.940000 sec): 3 clusters
  Score: Raw -7093445.030870 + Penalty 3667.358092 = -7089777.672778
  nChanged 2247
		SP:Iteration 17Q (188670.480000 sec): 3 clusters
  Score: Raw -7094203.098283 + Penalty 3667.358092 = -7090535.740191
  nChanged 2206
		SP:Iteration 18Q (188671.060000 sec): 3 clusters
  Score: Raw -7094916.898988 + Penalty 3667.358092 = -7091249.540896
  nChanged 2049
		SP:Iteration 19Q (188671.650000 sec): 3 clusters
  Score: Raw -7095570.491144 + Penalty 3667.358092 = -7091903.133052
  nChanged 1982
		SP:Iteration 20F (188672.240000 sec): 3 clusters
  Score: Raw -7096197.219573 + Penalty 3667.358092 = -7092529.861481
  nChanged 1793
		SP:Iteration 21Q (188672.800000 sec): 3 clusters
  Score: Raw -7096738.748412 + Penalty 3667.358092 = -7093071.390320
  nChanged 1628
		SP:Iteration 22Q (188673.370000 sec): 3 clusters
  Score: Raw -7097211.510217 + Penalty 3667.358092 = -7093544.152125
  nChanged 1407
		SP:Iteration 23Q (188673.940000 sec): 3 clusters
  Score: Raw -7097585.834570 + Penalty 3667.358092 = -7093918.476478
  nChanged 1219
		SP:Iteration 24Q (188674.510000 sec): 3 clusters
  Score: Raw -7097890.069813 + Penalty 3667.358092 = -7094222.711720
  nChanged 1032
		SP:Iteration 25Q (188675.070000 sec): 3 clusters
  Score: Raw -7098130.949631 + Penalty 3667.358092 = -7094463.591539
  nChanged 906
		SP:Iteration 26Q (188675.650000 sec): 3 clusters
  Score: Raw -7098328.659081 + Penalty 3667.358092 = -7094661.300989
  nChanged 808
		SP:Iteration 27Q (188676.250000 sec): 3 clusters
  Score: Raw -7098492.212969 + Penalty 3667.358092 = -7094824.854877
  nChanged 652
		SP:Iteration 28Q (188676.810000 sec): 3 clusters
  Score: Raw -7098619.195839 + Penalty 3667.358092 = -7094951.837747
  nChanged 581
		SP:Iteration 29Q (188677.350000 sec): 3 clusters
  Score: Raw -7098724.047862 + Penalty 3667.358092 = -7095056.689770
  nChanged 502
		SP:Iteration 30Q (188677.910000 sec): 3 clusters
  Score: Raw -7098810.694342 + Penalty 3667.358092 = -7095143.336250
  nChanged 430
		SP:Iteration 31Q (188678.420000 sec): 3 clusters
  Score: Raw -7098882.825058 + Penalty 3667.358092 = -7095215.466966
  nChanged 368
		SP:Iteration 32Q (188678.970000 sec): 3 clusters
  Score: Raw -7098939.173237 + Penalty 3667.358092 = -7095271.815145
  nChanged 284
		SP:Iteration 33Q (188679.490000 sec): 3 clusters
  Score: Raw -7098980.333842 + Penalty 3667.358092 = -7095312.975750
  nChanged 245
		SP:Iteration 34Q (188680.000000 sec): 3 clusters
  Score: Raw -7099013.965720 + Penalty 3667.358092 = -7095346.607628
  nChanged 201
		SP:Iteration 35Q (188680.510000 sec): 3 clusters
  Score: Raw -7099039.437738 + Penalty 3667.358092 = -7095372.079646
  nChanged 174
		SP:Iteration 36Q (188681.000000 sec): 3 clusters
  Score: Raw -7099058.727149 + Penalty 3667.358092 = -7095391.369057
  nChanged 142
		SP:Iteration 37Q (188681.520000 sec): 3 clusters
  Score: Raw -7099073.712780 + Penalty 3667.358092 = -7095406.354688
  nChanged 116
		SP:Iteration 38Q (188682.060000 sec): 3 clusters
  Score: Raw -7099085.812923 + Penalty 3667.358092 = -7095418.454830
  nChanged 114
		SP:Iteration 39Q (188682.550000 sec): 3 clusters
  Score: Raw -7099097.199279 + Penalty 3667.358092 = -7095429.841187
  nChanged 102
		SP:Iteration 40F (188683.030000 sec): 3 clusters
  Score: Raw -7099107.229205 + Penalty 3667.358092 = -7095439.871113
  nChanged 81
		SP:Iteration 41Q (188683.540000 sec): 3 clusters
  Score: Raw -7099114.023791 + Penalty 3667.358092 = -7095446.665698
  nChanged 70
		SP:Iteration 42Q (188684.050000 sec): 3 clusters
  Score: Raw -7099119.483096 + Penalty 3667.358092 = -7095452.125004
  nChanged 64
		SP:Iteration 43Q (188684.600000 sec): 3 clusters
  Score: Raw -7099124.393560 + Penalty 3667.358092 = -7095457.035468
  nChanged 66
		SP:Iteration 44Q (188685.150000 sec): 3 clusters
  Score: Raw -7099129.063008 + Penalty 3667.358092 = -7095461.704916
  nChanged 45
		SP:Iteration 45Q (188685.680000 sec): 3 clusters
  Score: Raw -7099132.376519 + Penalty 3667.358092 = -7095465.018427
  nChanged 40
		SP:Iteration 46Q (188686.180000 sec): 3 clusters
  Score: Raw -7099134.699444 + Penalty 3667.358092 = -7095467.341352
  nChanged 24
		SP:Iteration 47Q (188686.750000 sec): 3 clusters
  Score: Raw -7099135.987354 + Penalty 3667.358092 = -7095468.629262
  nChanged 17
		SP:Iteration 48Q (188687.270000 sec): 3 clusters
  Score: Raw -7099136.747061 + Penalty 3667.358092 = -7095469.388969
  nChanged 17
		SP:Iteration 49Q (188687.840000 sec): 3 clusters
  Score: Raw -7099137.494562 + Penalty 3667.358092 = -7095470.136470
  nChanged 12
		SP:Iteration 50Q (188688.420000 sec): 3 clusters
  Score: Raw -7099138.135855 + Penalty 3667.358092 = -7095470.777762
  nChanged 9
		SP:Iteration 51Q (188688.930000 sec): 3 clusters
  Score: Raw -7099138.575983 + Penalty 3667.358092 = -7095471.217891
  nChanged 12
		SP:Iteration 52Q (188689.520000 sec): 3 clusters
  Score: Raw -7099139.276040 + Penalty 3667.358092 = -7095471.917948
  nChanged 10
		SP:Iteration 53Q (188690.070000 sec): 3 clusters
  Score: Raw -7099140.102199 + Penalty 3667.358092 = -7095472.744106
  nChanged 21
		SP:Iteration 54Q (188690.570000 sec): 3 clusters
  Score: Raw -7099141.731597 + Penalty 3667.358092 = -7095474.373505
  nChanged 30
		SP:Iteration 55Q (188691.040000 sec): 3 clusters
  Score: Raw -7099144.317625 + Penalty 3667.358092 = -7095476.959533
  nChanged 33
		SP:Iteration 56Q (188691.550000 sec): 3 clusters
  Score: Raw -7099146.387897 + Penalty 3667.358092 = -7095479.029805
  nChanged 28
		SP:Iteration 57Q (188692.090000 sec): 3 clusters
  Score: Raw -7099148.414944 + Penalty 3667.358092 = -7095481.056852
  nChanged 31
		SP:Iteration 58Q (188692.600000 sec): 3 clusters
  Score: Raw -7099150.531732 + Penalty 3667.358092 = -7095483.173639
  nChanged 25
		SP:Iteration 59Q (188693.090000 sec): 3 clusters
  Score: Raw -7099152.144852 + Penalty 3667.358092 = -7095484.786760
  nChanged 22
		SP:Iteration 60F (188693.620000 sec): 3 clusters
  Score: Raw -7099153.864964 + Penalty 3667.358092 = -7095486.506872
  nChanged 26
		SP:Iteration 61Q (188694.190000 sec): 3 clusters
  Score: Raw -7099155.699163 + Penalty 3667.358092 = -7095488.341071
  nChanged 27
		SP:Iteration 62Q (188694.730000 sec): 3 clusters
  Score: Raw -7099157.300742 + Penalty 3667.358092 = -7095489.942650
  nChanged 24
		SP:Iteration 63Q (188695.290000 sec): 3 clusters
  Score: Raw -7099158.677232 + Penalty 3667.358092 = -7095491.319140
  nChanged 17
		SP:Iteration 64Q (188695.840000 sec): 3 clusters
  Score: Raw -7099159.675826 + Penalty 3667.358092 = -7095492.317734
  nChanged 13
		SP:Iteration 65Q (188696.340000 sec): 3 clusters
  Score: Raw -7099160.378964 + Penalty 3667.358092 = -7095493.020871
  nChanged 15
		SP:Iteration 66Q (188696.870000 sec): 3 clusters
  Score: Raw -7099161.171942 + Penalty 3667.358092 = -7095493.813850
  nChanged 15
		SP:Iteration 67Q (188697.420000 sec): 3 clusters
  Score: Raw -7099162.085185 + Penalty 3667.358092 = -7095494.727093
  nChanged 18
		SP:Iteration 68Q (188697.930000 sec): 3 clusters
  Score: Raw -7099163.207232 + Penalty 3667.358092 = -7095495.849140
  nChanged 22
		SP:Iteration 69Q (188698.490000 sec): 3 clusters
  Score: Raw -7099164.497600 + Penalty 3667.358092 = -7095497.139508
  nChanged 18
		SP:Iteration 70Q (188699.080000 sec): 3 clusters
  Score: Raw -7099165.568114 + Penalty 3667.358092 = -7095498.210022
  nChanged 12
		SP:Iteration 71Q (188699.630000 sec): 3 clusters
  Score: Raw -7099166.302890 + Penalty 3667.358092 = -7095498.944798
  nChanged 2
		SP:Iteration 72Q (188700.190000 sec): 3 clusters
  Score: Raw -7099166.396273 + Penalty 3667.358092 = -7095499.038181
  nChanged 6
		SP:Iteration 73Q (188700.750000 sec): 3 clusters
  Score: Raw -7099166.737134 + Penalty 3667.358092 = -7095499.379041
  nChanged 7
		SP:Iteration 74Q (188701.290000 sec): 3 clusters
  Score: Raw -7099167.190373 + Penalty 3667.358092 = -7095499.832281
  nChanged 7
		SP:Iteration 75Q (188701.800000 sec): 3 clusters
  Score: Raw -7099167.623458 + Penalty 3667.358092 = -7095500.265365
  nChanged 5
		SP:Iteration 76Q (188702.350000 sec): 3 clusters
  Score: Raw -7099167.841910 + Penalty 3667.358092 = -7095500.483817
  nChanged 2
		SP:Iteration 77Q (188702.910000 sec): 3 clusters
  Score: Raw -7099167.933949 + Penalty 3667.358092 = -7095500.575857
  nChanged 1
		SP:Iteration 78Q (188703.430000 sec): 3 clusters
  Score: Raw -7099167.997866 + Penalty 3667.358092 = -7095500.639774
  nChanged 1
		SP:Iteration 79Q (188703.990000 sec): 3 clusters
  Score: Raw -7099168.043652 + Penalty 3667.358092 = -7095500.685560
  nChanged 2
		SP:Iteration 80F (188704.570000 sec): 3 clusters
  Score: Raw -7099168.120468 + Penalty 3667.358092 = -7095500.762376
  nChanged 2
		SP:Iteration 81Q (188705.120000 sec): 3 clusters
  Score: Raw -7099168.206448 + Penalty 3667.358092 = -7095500.848355
  nChanged 2
		SP:Iteration 82Q (188705.690000 sec): 3 clusters
  Score: Raw -7099168.323621 + Penalty 3667.358092 = -7095500.965529
  nChanged 4
		SP:Iteration 83Q (188706.200000 sec): 3 clusters
  Score: Raw -7099168.610589 + Penalty 3667.358092 = -7095501.252496
  nChanged 7
		SP:Iteration 84Q (188706.750000 sec): 3 clusters
  Score: Raw -7099168.941391 + Penalty 3667.358092 = -7095501.583299
  nChanged 4
		SP:Iteration 85Q (188707.390000 sec): 3 clusters
  Score: Raw -7099169.137670 + Penalty 3667.358092 = -7095501.779578
  nChanged 2
		SP:Iteration 86Q (188707.940000 sec): 3 clusters
  Score: Raw -7099169.214304 + Penalty 3667.358092 = -7095501.856211
  nChanged 0
		SP:Iteration 87F (188708.500000 sec): 3 clusters
  Score: Raw -7099169.214304 + Penalty 3667.358092 = -7095501.856211
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 24 (7320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188708.630000 sec): 2 clusters
  Score: Raw -588826.638366 + Penalty 1445.984411 = -587380.653955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188708.910000 sec): 3 clusters
  Score: Raw -584828.011592 + Penalty 2891.968822 = -581936.042770
  nChanged 3054
		SP:Iteration 1F (188709.180000 sec): 3 clusters
  Score: Raw -586536.253376 + Penalty 2891.968822 = -583644.284554
  nChanged 505
		SP:Iteration 2F (188709.410000 sec): 3 clusters
  Score: Raw -586805.387185 + Penalty 2891.968822 = -583913.418363
  nChanged 436
		SP:Iteration 3F (188709.650000 sec): 3 clusters
  Score: Raw -587072.554563 + Penalty 2891.968822 = -584180.585740
  nChanged 447
		SP:Iteration 4F (188709.870000 sec): 3 clusters
  Score: Raw -587358.638344 + Penalty 2891.968822 = -584466.669522
  nChanged 394
		SP:Iteration 5F (188710.120000 sec): 3 clusters
  Score: Raw -587661.048410 + Penalty 2891.968822 = -584769.079588
  nChanged 373
		SP:Iteration 6F (188710.360000 sec): 3 clusters
  Score: Raw -587986.478302 + Penalty 2891.968822 = -585094.509479
  nChanged 328
		SP:Iteration 7Q (188710.570000 sec): 3 clusters
  Score: Raw -588281.525156 + Penalty 2891.968822 = -585389.556334
  nChanged 284
		SP:Iteration 8Q (188710.780000 sec): 3 clusters
  Score: Raw -588544.268792 + Penalty 2891.968822 = -585652.299970
  nChanged 207
		SP:Iteration 9Q (188711.050000 sec): 3 clusters
  Score: Raw -588735.028582 + Penalty 2891.968822 = -585843.059760
  nChanged 148
		SP:Iteration 10Q (188711.240000 sec): 3 clusters
  Score: Raw -588852.749621 + Penalty 2891.968822 = -585960.780798
  nChanged 95
		SP:Iteration 11Q (188711.470000 sec): 3 clusters
  Score: Raw -588911.588516 + Penalty 2891.968822 = -586019.619693
  nChanged 53
		SP:Iteration 12Q (188711.670000 sec): 3 clusters
  Score: Raw -588942.368939 + Penalty 2891.968822 = -586050.400116
  nChanged 39
		SP:Iteration 13Q (188711.900000 sec): 3 clusters
  Score: Raw -588965.095050 + Penalty 2891.968822 = -586073.126227
  nChanged 37
		SP:Iteration 14Q (188712.190000 sec): 3 clusters
  Score: Raw -588993.342273 + Penalty 2891.968822 = -586101.373450
  nChanged 36
		SP:Iteration 15Q (188712.410000 sec): 3 clusters
  Score: Raw -589019.707131 + Penalty 2891.968822 = -586127.738309
  nChanged 33
		SP:Iteration 16Q (188712.640000 sec): 3 clusters
  Score: Raw -589040.267482 + Penalty 2891.968822 = -586148.298659
  nChanged 23
		SP:Iteration 17Q (188712.830000 sec): 3 clusters
  Score: Raw -589054.680591 + Penalty 2891.968822 = -586162.711769
  nChanged 17
		SP:Iteration 18Q (188713.060000 sec): 3 clusters
  Score: Raw -589066.971507 + Penalty 2891.968822 = -586175.002685
  nChanged 10
		SP:Iteration 19Q (188713.300000 sec): 3 clusters
  Score: Raw -589073.871718 + Penalty 2891.968822 = -586181.902895
  nChanged 13
		SP:Iteration 20F (188713.550000 sec): 3 clusters
  Score: Raw -589081.608422 + Penalty 2891.968822 = -586189.639600
  nChanged 6
		SP:Iteration 21Q (188713.790000 sec): 3 clusters
  Score: Raw -589085.097273 + Penalty 2891.968822 = -586193.128451
  nChanged 7
		SP:Iteration 22Q (188714.010000 sec): 3 clusters
  Score: Raw -589088.155596 + Penalty 2891.968822 = -586196.186774
  nChanged 5
		SP:Iteration 23Q (188714.220000 sec): 3 clusters
  Score: Raw -589090.790289 + Penalty 2891.968822 = -586198.821467
  nChanged 0
		SP:Iteration 24F (188714.430000 sec): 3 clusters
  Score: Raw -589090.790289 + Penalty 2891.968822 = -586198.821467
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 25 (2240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188714.520000 sec): 2 clusters
  Score: Raw -151168.778215 + Penalty 1253.562561 = -149915.215654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188714.720000 sec): 3 clusters
  Score: Raw -150207.510088 + Penalty 2507.125122 = -147700.384966
  nChanged 805
		SP:Iteration 1F (188714.880000 sec): 3 clusters
  Score: Raw -150803.368554 + Penalty 2507.125122 = -148296.243431
  nChanged 193
		SP:Iteration 2F (188715.060000 sec): 3 clusters
  Score: Raw -150998.731075 + Penalty 2507.125122 = -148491.605953
  nChanged 160
		SP:Iteration 3F (188715.260000 sec): 3 clusters
  Score: Raw -151165.023183 + Penalty 2507.125122 = -148657.898061
  nChanged 129
		SP:Iteration 4F (188715.420000 sec): 3 clusters
  Score: Raw -151321.917883 + Penalty 2507.125122 = -148814.792761
  nChanged 119
		SP:Iteration 5F (188715.660000 sec): 3 clusters
  Score: Raw -151460.788302 + Penalty 2507.125122 = -148953.663180
  nChanged 97
		SP:Iteration 6Q (188715.870000 sec): 3 clusters
  Score: Raw -151575.556933 + Penalty 2507.125122 = -149068.431811
  nChanged 96
		SP:Iteration 7Q (188716.020000 sec): 3 clusters
  Score: Raw -151700.750267 + Penalty 2507.125122 = -149193.625145
  nChanged 81
		SP:Iteration 8Q (188716.190000 sec): 3 clusters
  Score: Raw -151774.428067 + Penalty 2507.125122 = -149267.302945
  nChanged 53
		SP:Iteration 9Q (188716.380000 sec): 3 clusters
  Score: Raw -151808.221634 + Penalty 2507.125122 = -149301.096511
  nChanged 38
		SP:Iteration 10Q (188716.560000 sec): 3 clusters
  Score: Raw -151850.751773 + Penalty 2507.125122 = -149343.626651
  nChanged 37
		SP:Iteration 11Q (188716.730000 sec): 3 clusters
  Score: Raw -151874.945920 + Penalty 2507.125122 = -149367.820798
  nChanged 20
		SP:Iteration 12Q (188716.900000 sec): 3 clusters
  Score: Raw -151883.385113 + Penalty 2507.125122 = -149376.259991
  nChanged 12
		SP:Iteration 13Q (188717.120000 sec): 3 clusters
  Score: Raw -151888.534690 + Penalty 2507.125122 = -149381.409568
  nChanged 5
		SP:Iteration 14Q (188717.310000 sec): 3 clusters
  Score: Raw -151890.727056 + Penalty 2507.125122 = -149383.601934
  nChanged 7
		SP:Iteration 15Q (188717.480000 sec): 3 clusters
  Score: Raw -151893.004355 + Penalty 2507.125122 = -149385.879233
  nChanged 8
		SP:Iteration 16Q (188717.670000 sec): 3 clusters
  Score: Raw -151895.824330 + Penalty 2507.125122 = -149388.699208
  nChanged 6
		SP:Iteration 17Q (188717.820000 sec): 3 clusters
  Score: Raw -151897.711599 + Penalty 2507.125122 = -149390.586477
  nChanged 5
		SP:Iteration 18Q (188717.980000 sec): 3 clusters
  Score: Raw -151899.715935 + Penalty 2507.125122 = -149392.590813
  nChanged 2
		SP:Iteration 19Q (188718.130000 sec): 3 clusters
  Score: Raw -151900.406468 + Penalty 2507.125122 = -149393.281346
  nChanged 1
		SP:Iteration 20F (188718.280000 sec): 3 clusters
  Score: Raw -151900.505070 + Penalty 2507.125122 = -149393.379948
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 26 (3016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188718.430000 sec): 2 clusters
  Score: Raw -254669.346025 + Penalty 1301.899093 = -253367.446932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188718.690000 sec): 3 clusters
  Score: Raw -253243.593029 + Penalty 2603.798187 = -250639.794842
  nChanged 1134
		SP:Iteration 1F (188718.840000 sec): 3 clusters
  Score: Raw -253975.641806 + Penalty 2603.798187 = -251371.843619
  nChanged 248
		SP:Iteration 2F (188719.050000 sec): 3 clusters
  Score: Raw -254147.281359 + Penalty 2603.798187 = -251543.483172
  nChanged 160
		SP:Iteration 3F (188719.270000 sec): 3 clusters
  Score: Raw -254265.017850 + Penalty 2603.798187 = -251661.219663
  nChanged 126
		SP:Iteration 4Q (188719.450000 sec): 3 clusters
  Score: Raw -254350.066658 + Penalty 2603.798187 = -251746.268471
  nChanged 99
		SP:Iteration 5Q (188719.730000 sec): 3 clusters
  Score: Raw -254414.653000 + Penalty 2603.798187 = -251810.854813
  nChanged 91
		SP:Iteration 6Q (188719.940000 sec): 3 clusters
  Score: Raw -254467.723319 + Penalty 2603.798187 = -251863.925132
  nChanged 83
		SP:Iteration 7Q (188720.150000 sec): 3 clusters
  Score: Raw -254522.643097 + Penalty 2603.798187 = -251918.844910
  nChanged 71
		SP:Iteration 8Q (188720.340000 sec): 3 clusters
  Score: Raw -254560.622339 + Penalty 2603.798187 = -251956.824152
  nChanged 54
		SP:Iteration 9Q (188720.510000 sec): 3 clusters
  Score: Raw -254586.496384 + Penalty 2603.798187 = -251982.698197
  nChanged 48
		SP:Iteration 10Q (188720.660000 sec): 3 clusters
  Score: Raw -254610.650634 + Penalty 2603.798187 = -252006.852447
  nChanged 40
		SP:Iteration 11Q (188720.840000 sec): 3 clusters
  Score: Raw -254625.646071 + Penalty 2603.798187 = -252021.847884
  nChanged 27
		SP:Iteration 12Q (188721.040000 sec): 3 clusters
  Score: Raw -254640.875449 + Penalty 2603.798187 = -252037.077262
  nChanged 32
		SP:Iteration 13Q (188721.250000 sec): 3 clusters
  Score: Raw -254654.656499 + Penalty 2603.798187 = -252050.858312
  nChanged 19
		SP:Iteration 14Q (188721.410000 sec): 3 clusters
  Score: Raw -254662.594206 + Penalty 2603.798187 = -252058.796019
  nChanged 14
		SP:Iteration 15Q (188721.580000 sec): 3 clusters
  Score: Raw -254668.474766 + Penalty 2603.798187 = -252064.676579
  nChanged 14
		SP:Iteration 16Q (188721.750000 sec): 3 clusters
  Score: Raw -254673.235584 + Penalty 2603.798187 = -252069.437397
  nChanged 14
		SP:Iteration 17Q (188721.890000 sec): 3 clusters
  Score: Raw -254678.531062 + Penalty 2603.798187 = -252074.732875
  nChanged 5
		SP:Iteration 18Q (188722.070000 sec): 3 clusters
  Score: Raw -254680.626446 + Penalty 2603.798187 = -252076.828259
  nChanged 8
		SP:Iteration 19Q (188722.260000 sec): 3 clusters
  Score: Raw -254685.814902 + Penalty 2603.798187 = -252082.016715
  nChanged 17
		SP:Iteration 20F (188722.420000 sec): 3 clusters
  Score: Raw -254693.550843 + Penalty 2603.798187 = -252089.752657
  nChanged 14
		SP:Iteration 21Q (188722.590000 sec): 3 clusters
  Score: Raw -254700.216562 + Penalty 2603.798187 = -252096.418375
  nChanged 16
		SP:Iteration 22Q (188722.730000 sec): 3 clusters
  Score: Raw -254706.966293 + Penalty 2603.798187 = -252103.168106
  nChanged 17
		SP:Iteration 23Q (188722.870000 sec): 3 clusters
  Score: Raw -254713.502462 + Penalty 2603.798187 = -252109.704275
  nChanged 16
		SP:Iteration 24Q (188723.060000 sec): 3 clusters
  Score: Raw -254719.433466 + Penalty 2603.798187 = -252115.635279
  nChanged 10
		SP:Iteration 25Q (188723.200000 sec): 3 clusters
  Score: Raw -254723.169271 + Penalty 2603.798187 = -252119.371084
  nChanged 18
		SP:Iteration 26Q (188723.390000 sec): 3 clusters
  Score: Raw -254731.167803 + Penalty 2603.798187 = -252127.369616
  nChanged 18
		SP:Iteration 27Q (188723.560000 sec): 3 clusters
  Score: Raw -254737.837296 + Penalty 2603.798187 = -252134.039109
  nChanged 15
		SP:Iteration 28Q (188723.810000 sec): 3 clusters
  Score: Raw -254743.361465 + Penalty 2603.798187 = -252139.563278
  nChanged 12
		SP:Iteration 29Q (188724.000000 sec): 3 clusters
  Score: Raw -254748.682975 + Penalty 2603.798187 = -252144.884788
  nChanged 18
		SP:Iteration 30Q (188724.180000 sec): 3 clusters
  Score: Raw -254757.187983 + Penalty 2603.798187 = -252153.389796
  nChanged 13
		SP:Iteration 31Q (188724.340000 sec): 3 clusters
  Score: Raw -254762.404625 + Penalty 2603.798187 = -252158.606438
  nChanged 10
		SP:Iteration 32Q (188724.540000 sec): 3 clusters
  Score: Raw -254765.661681 + Penalty 2603.798187 = -252161.863494
  nChanged 9
		SP:Iteration 33Q (188724.740000 sec): 3 clusters
  Score: Raw -254768.531130 + Penalty 2603.798187 = -252164.732943
  nChanged 4
		SP:Iteration 34Q (188724.860000 sec): 3 clusters
  Score: Raw -254769.345435 + Penalty 2603.798187 = -252165.547248
  nChanged 2
		SP:Iteration 35Q (188725.030000 sec): 3 clusters
  Score: Raw -254769.975949 + Penalty 2603.798187 = -252166.177763
  nChanged 3
		SP:Iteration 36Q (188725.220000 sec): 3 clusters
  Score: Raw -254770.962205 + Penalty 2603.798187 = -252167.164019
  nChanged 2
		SP:Iteration 37Q (188725.360000 sec): 3 clusters
  Score: Raw -254771.641350 + Penalty 2603.798187 = -252167.843163
  nChanged 1
		SP:Iteration 38Q (188725.520000 sec): 3 clusters
  Score: Raw -254771.979095 + Penalty 2603.798187 = -252168.180908
  nChanged 0
		SP:Iteration 39F (188725.680000 sec): 3 clusters
  Score: Raw -254771.979095 + Penalty 2603.798187 = -252168.180908
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 27 (25986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188725.910000 sec): 2 clusters
  Score: Raw -2259748.512686 + Penalty 1651.863397 = -2258096.649290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188726.260000 sec): 3 clusters
  Score: Raw -2243848.344132 + Penalty 3303.726793 = -2240544.617338
  nChanged 11892
		SP:Iteration 1F (188726.580000 sec): 3 clusters
  Score: Raw -2250539.615769 + Penalty 3303.726793 = -2247235.888976
  nChanged 1365
		SP:Iteration 2F (188726.900000 sec): 3 clusters
  Score: Raw -2251078.316068 + Penalty 3303.726793 = -2247774.589275
  nChanged 1318
		SP:Iteration 3F (188727.180000 sec): 3 clusters
  Score: Raw -2251599.948930 + Penalty 3303.726793 = -2248296.222137
  nChanged 1345
		SP:Iteration 4F (188727.460000 sec): 3 clusters
  Score: Raw -2252166.834433 + Penalty 3303.726793 = -2248863.107640
  nChanged 1338
		SP:Iteration 5F (188727.740000 sec): 3 clusters
  Score: Raw -2252810.951514 + Penalty 3303.726793 = -2249507.224721
  nChanged 1456
		SP:Iteration 6F (188728.060000 sec): 3 clusters
  Score: Raw -2253600.425120 + Penalty 3303.726793 = -2250296.698327
  nChanged 1526
		SP:Iteration 7F (188728.360000 sec): 3 clusters
  Score: Raw -2254427.654852 + Penalty 3303.726793 = -2251123.928058
  nChanged 1413
		SP:Iteration 8F (188728.640000 sec): 3 clusters
  Score: Raw -2255133.038061 + Penalty 3303.726793 = -2251829.311268
  nChanged 1248
		SP:Iteration 9Q (188728.970000 sec): 3 clusters
  Score: Raw -2255736.561146 + Penalty 3303.726793 = -2252432.834352
  nChanged 1057
		SP:Iteration 10Q (188729.310000 sec): 3 clusters
  Score: Raw -2256205.184453 + Penalty 3303.726793 = -2252901.457659
  nChanged 889
		SP:Iteration 11Q (188729.650000 sec): 3 clusters
  Score: Raw -2256547.204340 + Penalty 3303.726793 = -2253243.477546
  nChanged 684
		SP:Iteration 12Q (188729.980000 sec): 3 clusters
  Score: Raw -2256775.961867 + Penalty 3303.726793 = -2253472.235074
  nChanged 559
		SP:Iteration 13Q (188730.340000 sec): 3 clusters
  Score: Raw -2256929.610827 + Penalty 3303.726793 = -2253625.884033
  nChanged 429
		SP:Iteration 14Q (188730.690000 sec): 3 clusters
  Score: Raw -2257030.527740 + Penalty 3303.726793 = -2253726.800947
  nChanged 347
		SP:Iteration 15Q (188730.980000 sec): 3 clusters
  Score: Raw -2257112.506381 + Penalty 3303.726793 = -2253808.779588
  nChanged 306
		SP:Iteration 16Q (188731.300000 sec): 3 clusters
  Score: Raw -2257179.975531 + Penalty 3303.726793 = -2253876.248738
  nChanged 272
		SP:Iteration 17Q (188731.620000 sec): 3 clusters
  Score: Raw -2257242.689726 + Penalty 3303.726793 = -2253938.962932
  nChanged 287
		SP:Iteration 18Q (188731.950000 sec): 3 clusters
  Score: Raw -2257307.430783 + Penalty 3303.726793 = -2254003.703990
  nChanged 286
		SP:Iteration 19Q (188732.310000 sec): 3 clusters
  Score: Raw -2257380.156962 + Penalty 3303.726793 = -2254076.430168
  nChanged 324
		SP:Iteration 20F (188732.580000 sec): 3 clusters
  Score: Raw -2257473.579500 + Penalty 3303.726793 = -2254169.852707
  nChanged 356
		SP:Iteration 21Q (188732.870000 sec): 3 clusters
  Score: Raw -2257595.235417 + Penalty 3303.726793 = -2254291.508623
  nChanged 398
		SP:Iteration 22Q (188733.160000 sec): 3 clusters
  Score: Raw -2257735.612337 + Penalty 3303.726793 = -2254431.885544
  nChanged 389
		SP:Iteration 23Q (188733.420000 sec): 3 clusters
  Score: Raw -2257876.457502 + Penalty 3303.726793 = -2254572.730708
  nChanged 419
		SP:Iteration 24Q (188733.770000 sec): 3 clusters
  Score: Raw -2258050.358427 + Penalty 3303.726793 = -2254746.631634
  nChanged 443
		SP:Iteration 25Q (188734.100000 sec): 3 clusters
  Score: Raw -2258260.992675 + Penalty 3303.726793 = -2254957.265881
  nChanged 457
		SP:Iteration 26Q (188734.390000 sec): 3 clusters
  Score: Raw -2258507.430654 + Penalty 3303.726793 = -2255203.703861
  nChanged 423
		SP:Iteration 27Q (188734.700000 sec): 3 clusters
  Score: Raw -2258767.956863 + Penalty 3303.726793 = -2255464.230069
  nChanged 395
		SP:Iteration 28Q (188734.950000 sec): 3 clusters
  Score: Raw -2259020.960107 + Penalty 3303.726793 = -2255717.233314
  nChanged 344
		SP:Iteration 29Q (188735.220000 sec): 3 clusters
  Score: Raw -2259248.829077 + Penalty 3303.726793 = -2255945.102283
  nChanged 281
		SP:Iteration 30Q (188735.530000 sec): 3 clusters
  Score: Raw -2259449.783687 + Penalty 3303.726793 = -2256146.056894
  nChanged 195
		SP:Iteration 31Q (188735.810000 sec): 3 clusters
  Score: Raw -2259595.382040 + Penalty 3303.726793 = -2256291.655246
  nChanged 136
		SP:Iteration 32Q (188736.130000 sec): 3 clusters
  Score: Raw -2259701.928981 + Penalty 3303.726793 = -2256398.202188
  nChanged 85
		SP:Iteration 33Q (188736.410000 sec): 3 clusters
  Score: Raw -2259769.646791 + Penalty 3303.726793 = -2256465.919998
  nChanged 70
		SP:Iteration 34Q (188736.690000 sec): 3 clusters
  Score: Raw -2259829.402063 + Penalty 3303.726793 = -2256525.675269
  nChanged 46
		SP:Iteration 35Q (188736.970000 sec): 3 clusters
  Score: Raw -2259872.214309 + Penalty 3303.726793 = -2256568.487516
  nChanged 38
		SP:Iteration 36Q (188737.240000 sec): 3 clusters
  Score: Raw -2259898.169515 + Penalty 3303.726793 = -2256594.442721
  nChanged 20
		SP:Iteration 37Q (188737.560000 sec): 3 clusters
  Score: Raw -2259912.200030 + Penalty 3303.726793 = -2256608.473237
  nChanged 12
		SP:Iteration 38Q (188737.890000 sec): 3 clusters
  Score: Raw -2259924.488767 + Penalty 3303.726793 = -2256620.761974
  nChanged 9
		SP:Iteration 39Q (188738.220000 sec): 3 clusters
  Score: Raw -2259931.361061 + Penalty 3303.726793 = -2256627.634267
  nChanged 8
		SP:Iteration 40F (188738.560000 sec): 3 clusters
  Score: Raw -2259938.135091 + Penalty 3303.726793 = -2256634.408298
  nChanged 5
		SP:Iteration 41Q (188738.830000 sec): 3 clusters
  Score: Raw -2259943.206797 + Penalty 3303.726793 = -2256639.480003
  nChanged 13
		SP:Iteration 42Q (188739.130000 sec): 3 clusters
  Score: Raw -2259955.415943 + Penalty 3303.726793 = -2256651.689149
  nChanged 6
		SP:Iteration 43Q (188739.480000 sec): 3 clusters
  Score: Raw -2259960.425572 + Penalty 3303.726793 = -2256656.698779
  nChanged 3
		SP:Iteration 44Q (188739.740000 sec): 3 clusters
  Score: Raw -2259962.404411 + Penalty 3303.726793 = -2256658.677618
  nChanged 1
		SP:Iteration 45Q (188740.070000 sec): 3 clusters
  Score: Raw -2259962.914547 + Penalty 3303.726793 = -2256659.187754
  nChanged 2
		SP:Iteration 46Q (188740.380000 sec): 3 clusters
  Score: Raw -2259964.448468 + Penalty 3303.726793 = -2256660.721675
  nChanged 1
		SP:Iteration 47Q (188740.620000 sec): 3 clusters
  Score: Raw -2259965.090114 + Penalty 3303.726793 = -2256661.363321
  nChanged 0
		SP:Iteration 48F (188740.910000 sec): 3 clusters
  Score: Raw -2259965.090114 + Penalty 3303.726793 = -2256661.363321
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 28 (31014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188741.140000 sec): 2 clusters
  Score: Raw -2555269.769212 + Penalty 1680.606524 = -2553589.162688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188741.430000 sec): 3 clusters
  Score: Raw -2536160.193322 + Penalty 3361.213048 = -2532798.980274
  nChanged 14270
		SP:Iteration 1F (188741.760000 sec): 3 clusters
  Score: Raw -2544410.825288 + Penalty 3361.213048 = -2541049.612240
  nChanged 1753
		SP:Iteration 2F (188742.090000 sec): 3 clusters
  Score: Raw -2545255.209165 + Penalty 3361.213048 = -2541893.996117
  nChanged 1963
		SP:Iteration 3F (188742.440000 sec): 3 clusters
  Score: Raw -2546379.449091 + Penalty 3361.213048 = -2543018.236042
  nChanged 2113
		SP:Iteration 4F (188742.750000 sec): 3 clusters
  Score: Raw -2547676.454044 + Penalty 3361.213048 = -2544315.240995
  nChanged 1983
		SP:Iteration 5F (188743.060000 sec): 3 clusters
  Score: Raw -2548872.537191 + Penalty 3361.213048 = -2545511.324143
  nChanged 1721
		SP:Iteration 6F (188743.420000 sec): 3 clusters
  Score: Raw -2549868.537082 + Penalty 3361.213048 = -2546507.324034
  nChanged 1380
		SP:Iteration 7Q (188743.750000 sec): 3 clusters
  Score: Raw -2550614.229248 + Penalty 3361.213048 = -2547253.016200
  nChanged 1138
		SP:Iteration 8Q (188744.090000 sec): 3 clusters
  Score: Raw -2551258.711967 + Penalty 3361.213048 = -2547897.498919
  nChanged 1002
		SP:Iteration 9Q (188744.460000 sec): 3 clusters
  Score: Raw -2551872.334999 + Penalty 3361.213048 = -2548511.121951
  nChanged 911
		SP:Iteration 10Q (188744.830000 sec): 3 clusters
  Score: Raw -2552442.720217 + Penalty 3361.213048 = -2549081.507169
  nChanged 826
		SP:Iteration 11Q (188745.150000 sec): 3 clusters
  Score: Raw -2552949.034458 + Penalty 3361.213048 = -2549587.821410
  nChanged 742
		SP:Iteration 12Q (188745.530000 sec): 3 clusters
  Score: Raw -2553383.462953 + Penalty 3361.213048 = -2550022.249905
  nChanged 648
		SP:Iteration 13Q (188745.860000 sec): 3 clusters
  Score: Raw -2553760.428677 + Penalty 3361.213048 = -2550399.215628
  nChanged 576
		SP:Iteration 14Q (188746.120000 sec): 3 clusters
  Score: Raw -2554073.282533 + Penalty 3361.213048 = -2550712.069484
  nChanged 523
		SP:Iteration 15Q (188746.450000 sec): 3 clusters
  Score: Raw -2554364.602483 + Penalty 3361.213048 = -2551003.389435
  nChanged 449
		SP:Iteration 16Q (188746.760000 sec): 3 clusters
  Score: Raw -2554617.640970 + Penalty 3361.213048 = -2551256.427922
  nChanged 362
		SP:Iteration 17Q (188747.070000 sec): 3 clusters
  Score: Raw -2554814.458910 + Penalty 3361.213048 = -2551453.245862
  nChanged 293
		SP:Iteration 18Q (188747.380000 sec): 3 clusters
  Score: Raw -2554979.771095 + Penalty 3361.213048 = -2551618.558046
  nChanged 228
		SP:Iteration 19Q (188747.690000 sec): 3 clusters
  Score: Raw -2555109.775917 + Penalty 3361.213048 = -2551748.562869
  nChanged 180
		SP:Iteration 20F (188747.990000 sec): 3 clusters
  Score: Raw -2555217.214859 + Penalty 3361.213048 = -2551856.001810
  nChanged 147
		SP:Iteration 21Q (188748.320000 sec): 3 clusters
  Score: Raw -2555305.749737 + Penalty 3361.213048 = -2551944.536689
  nChanged 121
		SP:Iteration 22Q (188748.620000 sec): 3 clusters
  Score: Raw -2555373.377607 + Penalty 3361.213048 = -2552012.164559
  nChanged 88
		SP:Iteration 23Q (188748.910000 sec): 3 clusters
  Score: Raw -2555430.525677 + Penalty 3361.213048 = -2552069.312629
  nChanged 73
		SP:Iteration 24Q (188749.200000 sec): 3 clusters
  Score: Raw -2555487.645049 + Penalty 3361.213048 = -2552126.432001
  nChanged 52
		SP:Iteration 25Q (188749.520000 sec): 3 clusters
  Score: Raw -2555519.799297 + Penalty 3361.213048 = -2552158.586249
  nChanged 41
		SP:Iteration 26Q (188749.890000 sec): 3 clusters
  Score: Raw -2555545.627761 + Penalty 3361.213048 = -2552184.414713
  nChanged 30
		SP:Iteration 27Q (188750.200000 sec): 3 clusters
  Score: Raw -2555563.437437 + Penalty 3361.213048 = -2552202.224389
  nChanged 26
		SP:Iteration 28Q (188750.520000 sec): 3 clusters
  Score: Raw -2555581.814311 + Penalty 3361.213048 = -2552220.601262
  nChanged 24
		SP:Iteration 29Q (188750.910000 sec): 3 clusters
  Score: Raw -2555597.855160 + Penalty 3361.213048 = -2552236.642112
  nChanged 20
		SP:Iteration 30Q (188751.230000 sec): 3 clusters
  Score: Raw -2555611.953186 + Penalty 3361.213048 = -2552250.740138
  nChanged 18
		SP:Iteration 31Q (188751.500000 sec): 3 clusters
  Score: Raw -2555624.771073 + Penalty 3361.213048 = -2552263.558025
  nChanged 11
		SP:Iteration 32Q (188751.830000 sec): 3 clusters
  Score: Raw -2555637.577590 + Penalty 3361.213048 = -2552276.364542
  nChanged 19
		SP:Iteration 33Q (188752.150000 sec): 3 clusters
  Score: Raw -2555651.932373 + Penalty 3361.213048 = -2552290.719325
  nChanged 19
		SP:Iteration 34Q (188752.520000 sec): 3 clusters
  Score: Raw -2555666.587577 + Penalty 3361.213048 = -2552305.374529
  nChanged 13
		SP:Iteration 35Q (188752.870000 sec): 3 clusters
  Score: Raw -2555680.079190 + Penalty 3361.213048 = -2552318.866142
  nChanged 21
		SP:Iteration 36Q (188753.130000 sec): 3 clusters
  Score: Raw -2555695.895984 + Penalty 3361.213048 = -2552334.682936
  nChanged 13
		SP:Iteration 37Q (188753.420000 sec): 3 clusters
  Score: Raw -2555705.838969 + Penalty 3361.213048 = -2552344.625920
  nChanged 7
		SP:Iteration 38Q (188753.750000 sec): 3 clusters
  Score: Raw -2555710.663362 + Penalty 3361.213048 = -2552349.450314
  nChanged 4
		SP:Iteration 39Q (188754.060000 sec): 3 clusters
  Score: Raw -2555713.303389 + Penalty 3361.213048 = -2552352.090340
  nChanged 4
		SP:Iteration 40F (188754.340000 sec): 3 clusters
  Score: Raw -2555716.955506 + Penalty 3361.213048 = -2552355.742458
  nChanged 3
		SP:Iteration 41Q (188754.640000 sec): 3 clusters
  Score: Raw -2555718.227921 + Penalty 3361.213048 = -2552357.014873
  nChanged 2
		SP:Iteration 42Q (188754.950000 sec): 3 clusters
  Score: Raw -2555718.771118 + Penalty 3361.213048 = -2552357.558070
  nChanged 1
		SP:Iteration 43Q (188755.290000 sec): 3 clusters
  Score: Raw -2555719.964792 + Penalty 3361.213048 = -2552358.751744
  nChanged 2
		SP:Iteration 44Q (188755.550000 sec): 3 clusters
  Score: Raw -2555720.788049 + Penalty 3361.213048 = -2552359.575001
  nChanged 1
		SP:Iteration 45Q (188755.860000 sec): 3 clusters
  Score: Raw -2555721.026336 + Penalty 3361.213048 = -2552359.813288
  nChanged 0
		SP:Iteration 46F (188756.190000 sec): 3 clusters
  Score: Raw -2555721.026336 + Penalty 3361.213048 = -2552359.813288
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 29 (508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188756.280000 sec): 2 clusters
  Score: Raw -45779.644218 + Penalty 1012.453235 = -44767.190983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188756.480000 sec): 3 clusters
  Score: Raw -45702.351016 + Penalty 2024.906470 = -43677.444545
  nChanged 118
		SP:Iteration 1F (188756.640000 sec): 3 clusters
  Score: Raw -45844.776257 + Penalty 2024.906470 = -43819.869786
  nChanged 24
		SP:Iteration 2Q (188756.880000 sec): 3 clusters
  Score: Raw -45886.324974 + Penalty 2024.906470 = -43861.418504
  nChanged 11
		SP:Iteration 3Q (188757.010000 sec): 3 clusters
  Score: Raw -45898.483681 + Penalty 2024.906470 = -43873.577210
  nChanged 7
		SP:Iteration 4Q (188757.230000 sec): 3 clusters
  Score: Raw -45905.257201 + Penalty 2024.906470 = -43880.350731
  nChanged 0
		SP:Iteration 5F (188757.400000 sec): 3 clusters
  Score: Raw -45905.257201 + Penalty 2024.906470 = -43880.350731
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 30 (4509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188757.510000 sec): 2 clusters
  Score: Raw -338809.126162 + Penalty 1367.247485 = -337441.878677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188757.740000 sec): 3 clusters
  Score: Raw -336512.145079 + Penalty 2734.494970 = -333777.650109
  nChanged 1815
		SP:Iteration 1F (188757.930000 sec): 3 clusters
  Score: Raw -337677.510523 + Penalty 2734.494970 = -334943.015552
  nChanged 416
		SP:Iteration 2F (188758.070000 sec): 3 clusters
  Score: Raw -338004.424223 + Penalty 2734.494970 = -335269.929252
  nChanged 309
		SP:Iteration 3F (188758.290000 sec): 3 clusters
  Score: Raw -338246.605675 + Penalty 2734.494970 = -335512.110704
  nChanged 254
		SP:Iteration 4F (188758.480000 sec): 3 clusters
  Score: Raw -338425.000019 + Penalty 2734.494970 = -335690.505048
  nChanged 198
		SP:Iteration 5Q (188758.760000 sec): 3 clusters
  Score: Raw -338558.345781 + Penalty 2734.494970 = -335823.850811
  nChanged 181
		SP:Iteration 6Q (188758.930000 sec): 3 clusters
  Score: Raw -338680.467154 + Penalty 2734.494970 = -335945.972184
  nChanged 156
		SP:Iteration 7Q (188759.140000 sec): 3 clusters
  Score: Raw -338785.446252 + Penalty 2734.494970 = -336050.951281
  nChanged 129
		SP:Iteration 8Q (188759.330000 sec): 3 clusters
  Score: Raw -338865.601594 + Penalty 2734.494970 = -336131.106624
  nChanged 123
		SP:Iteration 9Q (188759.560000 sec): 3 clusters
  Score: Raw -338928.408794 + Penalty 2734.494970 = -336193.913824
  nChanged 100
		SP:Iteration 10Q (188759.790000 sec): 3 clusters
  Score: Raw -338969.165944 + Penalty 2734.494970 = -336234.670973
  nChanged 61
		SP:Iteration 11Q (188759.970000 sec): 3 clusters
  Score: Raw -338999.241884 + Penalty 2734.494970 = -336264.746913
  nChanged 70
		SP:Iteration 12Q (188760.160000 sec): 3 clusters
  Score: Raw -339033.219688 + Penalty 2734.494970 = -336298.724718
  nChanged 61
		SP:Iteration 13Q (188760.350000 sec): 3 clusters
  Score: Raw -339065.421212 + Penalty 2734.494970 = -336330.926242
  nChanged 53
		SP:Iteration 14Q (188760.590000 sec): 3 clusters
  Score: Raw -339088.091130 + Penalty 2734.494970 = -336353.596160
  nChanged 42
		SP:Iteration 15Q (188760.750000 sec): 3 clusters
  Score: Raw -339103.845320 + Penalty 2734.494970 = -336369.350349
  nChanged 39
		SP:Iteration 16Q (188760.930000 sec): 3 clusters
  Score: Raw -339121.488649 + Penalty 2734.494970 = -336386.993678
  nChanged 45
		SP:Iteration 17Q (188761.150000 sec): 3 clusters
  Score: Raw -339141.791105 + Penalty 2734.494970 = -336407.296134
  nChanged 50
		SP:Iteration 18Q (188761.310000 sec): 3 clusters
  Score: Raw -339169.548820 + Penalty 2734.494970 = -336435.053850
  nChanged 49
		SP:Iteration 19Q (188761.550000 sec): 3 clusters
  Score: Raw -339197.822129 + Penalty 2734.494970 = -336463.327159
  nChanged 52
		SP:Iteration 20F (188761.750000 sec): 3 clusters
  Score: Raw -339230.917597 + Penalty 2734.494970 = -336496.422626
  nChanged 59
		SP:Iteration 21Q (188761.950000 sec): 3 clusters
  Score: Raw -339264.099941 + Penalty 2734.494970 = -336529.604971
  nChanged 61
		SP:Iteration 22Q (188762.160000 sec): 3 clusters
  Score: Raw -339297.167360 + Penalty 2734.494970 = -336562.672389
  nChanged 53
		SP:Iteration 23Q (188762.340000 sec): 3 clusters
  Score: Raw -339323.622026 + Penalty 2734.494970 = -336589.127055
  nChanged 50
		SP:Iteration 24Q (188762.540000 sec): 3 clusters
  Score: Raw -339351.693683 + Penalty 2734.494970 = -336617.198713
  nChanged 55
		SP:Iteration 25Q (188762.740000 sec): 3 clusters
  Score: Raw -339381.063621 + Penalty 2734.494970 = -336646.568650
  nChanged 57
		SP:Iteration 26Q (188762.940000 sec): 3 clusters
  Score: Raw -339406.013166 + Penalty 2734.494970 = -336671.518196
  nChanged 43
		SP:Iteration 27Q (188763.110000 sec): 3 clusters
  Score: Raw -339425.139167 + Penalty 2734.494970 = -336690.644197
  nChanged 41
		SP:Iteration 28Q (188763.280000 sec): 3 clusters
  Score: Raw -339443.353635 + Penalty 2734.494970 = -336708.858665
  nChanged 30
		SP:Iteration 29Q (188763.490000 sec): 3 clusters
  Score: Raw -339457.246186 + Penalty 2734.494970 = -336722.751215
  nChanged 27
		SP:Iteration 30Q (188763.760000 sec): 3 clusters
  Score: Raw -339469.076042 + Penalty 2734.494970 = -336734.581071
  nChanged 26
		SP:Iteration 31Q (188763.930000 sec): 3 clusters
  Score: Raw -339479.399872 + Penalty 2734.494970 = -336744.904902
  nChanged 23
		SP:Iteration 32Q (188764.140000 sec): 3 clusters
  Score: Raw -339487.952299 + Penalty 2734.494970 = -336753.457329
  nChanged 17
		SP:Iteration 33Q (188764.380000 sec): 3 clusters
  Score: Raw -339494.378261 + Penalty 2734.494970 = -336759.883290
  nChanged 18
		SP:Iteration 34Q (188764.570000 sec): 3 clusters
  Score: Raw -339499.180041 + Penalty 2734.494970 = -336764.685070
  nChanged 9
		SP:Iteration 35Q (188764.750000 sec): 3 clusters
  Score: Raw -339501.312315 + Penalty 2734.494970 = -336766.817344
  nChanged 10
		SP:Iteration 36Q (188764.920000 sec): 3 clusters
  Score: Raw -339505.043348 + Penalty 2734.494970 = -336770.548377
  nChanged 7
		SP:Iteration 37Q (188765.100000 sec): 3 clusters
  Score: Raw -339507.813427 + Penalty 2734.494970 = -336773.318456
  nChanged 7
		SP:Iteration 38Q (188765.300000 sec): 3 clusters
  Score: Raw -339509.896779 + Penalty 2734.494970 = -336775.401808
  nChanged 2
		SP:Iteration 39Q (188765.510000 sec): 3 clusters
  Score: Raw -339510.298914 + Penalty 2734.494970 = -336775.803943
  nChanged 1
		SP:Iteration 40F (188765.660000 sec): 3 clusters
  Score: Raw -339510.579213 + Penalty 2734.494970 = -336776.084242
  nChanged 2
		SP:Iteration 41Q (188765.840000 sec): 3 clusters
  Score: Raw -339511.399861 + Penalty 2734.494970 = -336776.904890
  nChanged 2
		SP:Iteration 42Q (188766.030000 sec): 3 clusters
  Score: Raw -339511.788332 + Penalty 2734.494970 = -336777.293362
  nChanged 1
		SP:Iteration 43Q (188766.220000 sec): 3 clusters
  Score: Raw -339511.960758 + Penalty 2734.494970 = -336777.465788
  nChanged 0
		SP:Iteration 44F (188766.390000 sec): 3 clusters
  Score: Raw -339511.960758 + Penalty 2734.494970 = -336777.465788
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 31 (70343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188766.780000 sec): 2 clusters
  Score: Raw -6237689.492448 + Penalty 1813.685015 = -6235875.807433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188767.240000 sec): 3 clusters
  Score: Raw -6192296.417516 + Penalty 3627.370030 = -6188669.047486
  nChanged 33313
		SP:Iteration 1F (188767.670000 sec): 3 clusters
  Score: Raw -6211754.509509 + Penalty 3627.370030 = -6208127.139479
  nChanged 2566
		SP:Iteration 2Q (188768.130000 sec): 3 clusters
  Score: Raw -6212381.303477 + Penalty 3627.370030 = -6208753.933447
  nChanged 2462
		SP:Iteration 3Q (188768.600000 sec): 3 clusters
  Score: Raw -6213021.157175 + Penalty 3627.370030 = -6209393.787144
  nChanged 2498
		SP:Iteration 4Q (188769.060000 sec): 3 clusters
  Score: Raw -6213821.251574 + Penalty 3627.370030 = -6210193.881544
  nChanged 2799
		SP:Iteration 5Q (188769.550000 sec): 3 clusters
  Score: Raw -6214906.229504 + Penalty 3627.370030 = -6211278.859474
  nChanged 3105
		SP:Iteration 6Q (188770.070000 sec): 3 clusters
  Score: Raw -6216430.926669 + Penalty 3627.370030 = -6212803.556639
  nChanged 3618
		SP:Iteration 7F (188770.570000 sec): 3 clusters
  Score: Raw -6218524.775796 + Penalty 3627.370030 = -6214897.405765
  nChanged 3997
		SP:Iteration 8F (188771.050000 sec): 3 clusters
  Score: Raw -6221034.303450 + Penalty 3627.370030 = -6217406.933420
  nChanged 3869
		SP:Iteration 9F (188771.550000 sec): 3 clusters
  Score: Raw -6223357.769292 + Penalty 3627.370030 = -6219730.399261
  nChanged 3332
		SP:Iteration 10Q (188772.030000 sec): 3 clusters
  Score: Raw -6224946.159585 + Penalty 3627.370030 = -6221318.789555
  nChanged 2470
		SP:Iteration 11Q (188772.530000 sec): 3 clusters
  Score: Raw -6225805.337520 + Penalty 3627.370030 = -6222177.967489
  nChanged 1736
		SP:Iteration 12Q (188773.030000 sec): 3 clusters
  Score: Raw -6226264.260935 + Penalty 3627.370030 = -6222636.890904
  nChanged 1216
		SP:Iteration 13Q (188773.590000 sec): 3 clusters
  Score: Raw -6226535.635569 + Penalty 3627.370030 = -6222908.265539
  nChanged 1030
		SP:Iteration 14Q (188774.170000 sec): 3 clusters
  Score: Raw -6226766.843497 + Penalty 3627.370030 = -6223139.473466
  nChanged 969
		SP:Iteration 15Q (188774.790000 sec): 3 clusters
  Score: Raw -6226996.703267 + Penalty 3627.370030 = -6223369.333237
  nChanged 976
		SP:Iteration 16Q (188775.350000 sec): 3 clusters
  Score: Raw -6227237.209755 + Penalty 3627.370030 = -6223609.839724
  nChanged 1016
		SP:Iteration 17Q (188775.880000 sec): 3 clusters
  Score: Raw -6227502.089477 + Penalty 3627.370030 = -6223874.719446
  nChanged 1024
		SP:Iteration 18Q (188776.380000 sec): 3 clusters
  Score: Raw -6227788.422232 + Penalty 3627.370030 = -6224161.052202
  nChanged 1098
		SP:Iteration 19Q (188776.920000 sec): 3 clusters
  Score: Raw -6228109.900000 + Penalty 3627.370030 = -6224482.529970
  nChanged 1123
		SP:Iteration 20F (188777.440000 sec): 3 clusters
  Score: Raw -6228462.306651 + Penalty 3627.370030 = -6224834.936621
  nChanged 1203
		SP:Iteration 21Q (188777.960000 sec): 3 clusters
  Score: Raw -6228875.009054 + Penalty 3627.370030 = -6225247.639024
  nChanged 1274
		SP:Iteration 22Q (188778.420000 sec): 3 clusters
  Score: Raw -6229333.881949 + Penalty 3627.370030 = -6225706.511918
  nChanged 1320
		SP:Iteration 23Q (188778.980000 sec): 3 clusters
  Score: Raw -6229821.343120 + Penalty 3627.370030 = -6226193.973090
  nChanged 1346
		SP:Iteration 24Q (188779.460000 sec): 3 clusters
  Score: Raw -6230362.683876 + Penalty 3627.370030 = -6226735.313845
  nChanged 1370
		SP:Iteration 25Q (188779.990000 sec): 3 clusters
  Score: Raw -6230937.534057 + Penalty 3627.370030 = -6227310.164027
  nChanged 1392
		SP:Iteration 26Q (188780.520000 sec): 3 clusters
  Score: Raw -6231557.993629 + Penalty 3627.370030 = -6227930.623599
  nChanged 1386
		SP:Iteration 27Q (188781.030000 sec): 3 clusters
  Score: Raw -6232225.662140 + Penalty 3627.370030 = -6228598.292109
  nChanged 1460
		SP:Iteration 28Q (188781.550000 sec): 3 clusters
  Score: Raw -6232997.464745 + Penalty 3627.370030 = -6229370.094715
  nChanged 1422
		SP:Iteration 29Q (188782.100000 sec): 3 clusters
  Score: Raw -6233785.779255 + Penalty 3627.370030 = -6230158.409224
  nChanged 1353
		SP:Iteration 30Q (188782.640000 sec): 3 clusters
  Score: Raw -6234579.332960 + Penalty 3627.370030 = -6230951.962930
  nChanged 1231
		SP:Iteration 31Q (188783.160000 sec): 3 clusters
  Score: Raw -6235310.430936 + Penalty 3627.370030 = -6231683.060906
  nChanged 1056
		SP:Iteration 32Q (188783.600000 sec): 3 clusters
  Score: Raw -6235956.582209 + Penalty 3627.370030 = -6232329.212179
  nChanged 886
		SP:Iteration 33Q (188784.010000 sec): 3 clusters
  Score: Raw -6236506.258840 + Penalty 3627.370030 = -6232878.888810
  nChanged 728
		SP:Iteration 34Q (188784.460000 sec): 3 clusters
  Score: Raw -6236950.425467 + Penalty 3627.370030 = -6233323.055437
  nChanged 574
		SP:Iteration 35Q (188784.920000 sec): 3 clusters
  Score: Raw -6237279.765058 + Penalty 3627.370030 = -6233652.395027
  nChanged 441
		SP:Iteration 36Q (188785.380000 sec): 3 clusters
  Score: Raw -6237512.702771 + Penalty 3627.370030 = -6233885.332740
  nChanged 332
		SP:Iteration 37Q (188785.850000 sec): 3 clusters
  Score: Raw -6237691.993257 + Penalty 3627.370030 = -6234064.623226
  nChanged 275
		SP:Iteration 38Q (188786.350000 sec): 3 clusters
  Score: Raw -6237837.030123 + Penalty 3627.370030 = -6234209.660093
  nChanged 193
		SP:Iteration 39Q (188786.860000 sec): 3 clusters
  Score: Raw -6237937.995144 + Penalty 3627.370030 = -6234310.625114
  nChanged 171
		SP:Iteration 40F (188787.300000 sec): 3 clusters
  Score: Raw -6238029.954114 + Penalty 3627.370030 = -6234402.584084
  nChanged 130
		SP:Iteration 41Q (188787.780000 sec): 3 clusters
  Score: Raw -6238088.166148 + Penalty 3627.370030 = -6234460.796117
  nChanged 87
		SP:Iteration 42Q (188788.170000 sec): 3 clusters
  Score: Raw -6238118.871452 + Penalty 3627.370030 = -6234491.501422
  nChanged 58
		SP:Iteration 43Q (188788.520000 sec): 3 clusters
  Score: Raw -6238143.166129 + Penalty 3627.370030 = -6234515.796098
  nChanged 58
		SP:Iteration 44Q (188788.980000 sec): 3 clusters
  Score: Raw -6238168.472575 + Penalty 3627.370030 = -6234541.102544
  nChanged 49
		SP:Iteration 45Q (188789.470000 sec): 3 clusters
  Score: Raw -6238186.903018 + Penalty 3627.370030 = -6234559.532988
  nChanged 33
		SP:Iteration 46Q (188789.980000 sec): 3 clusters
  Score: Raw -6238198.045847 + Penalty 3627.370030 = -6234570.675817
  nChanged 20
		SP:Iteration 47Q (188790.460000 sec): 3 clusters
  Score: Raw -6238205.246679 + Penalty 3627.370030 = -6234577.876648
  nChanged 17
		SP:Iteration 48Q (188790.930000 sec): 3 clusters
  Score: Raw -6238210.834628 + Penalty 3627.370030 = -6234583.464598
  nChanged 14
		SP:Iteration 49Q (188791.340000 sec): 3 clusters
  Score: Raw -6238215.856835 + Penalty 3627.370030 = -6234588.486805
  nChanged 14
		SP:Iteration 50Q (188791.820000 sec): 3 clusters
  Score: Raw -6238220.610014 + Penalty 3627.370030 = -6234593.239983
  nChanged 11
		SP:Iteration 51Q (188792.330000 sec): 3 clusters
  Score: Raw -6238224.839332 + Penalty 3627.370030 = -6234597.469301
  nChanged 10
		SP:Iteration 52Q (188792.840000 sec): 3 clusters
  Score: Raw -6238228.932942 + Penalty 3627.370030 = -6234601.562911
  nChanged 6
		SP:Iteration 53Q (188793.360000 sec): 3 clusters
  Score: Raw -6238230.987780 + Penalty 3627.370030 = -6234603.617749
  nChanged 4
		SP:Iteration 54Q (188793.820000 sec): 3 clusters
  Score: Raw -6238232.175001 + Penalty 3627.370030 = -6234604.804971
  nChanged 6
		SP:Iteration 55Q (188794.300000 sec): 3 clusters
  Score: Raw -6238233.654771 + Penalty 3627.370030 = -6234606.284741
  nChanged 7
		SP:Iteration 56Q (188794.760000 sec): 3 clusters
  Score: Raw -6238235.033746 + Penalty 3627.370030 = -6234607.663716
  nChanged 3
		SP:Iteration 57Q (188795.240000 sec): 3 clusters
  Score: Raw -6238235.977169 + Penalty 3627.370030 = -6234608.607139
  nChanged 3
		SP:Iteration 58Q (188795.720000 sec): 3 clusters
  Score: Raw -6238236.914834 + Penalty 3627.370030 = -6234609.544803
  nChanged 1
		SP:Iteration 59Q (188796.180000 sec): 3 clusters
  Score: Raw -6238237.098645 + Penalty 3627.370030 = -6234609.728614
  nChanged 0
		SP:Iteration 60F (188796.690000 sec): 3 clusters
  Score: Raw -6238237.098645 + Penalty 3627.370030 = -6234609.728614
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 32 (1530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188796.790000 sec): 2 clusters
  Score: Raw -124323.047033 + Penalty 1191.616240 = -123131.430793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188796.980000 sec): 3 clusters
  Score: Raw -123699.341324 + Penalty 2383.232480 = -121316.108844
  nChanged 495
		SP:Iteration 1F (188797.250000 sec): 3 clusters
  Score: Raw -124061.536085 + Penalty 2383.232480 = -121678.303605
  nChanged 150
		SP:Iteration 2F (188797.450000 sec): 3 clusters
  Score: Raw -124184.327394 + Penalty 2383.232480 = -121801.094914
  nChanged 82
		SP:Iteration 3F (188797.620000 sec): 3 clusters
  Score: Raw -124247.859023 + Penalty 2383.232480 = -121864.626543
  nChanged 51
		SP:Iteration 4Q (188797.880000 sec): 3 clusters
  Score: Raw -124290.466510 + Penalty 2383.232480 = -121907.234031
  nChanged 48
		SP:Iteration 5Q (188798.110000 sec): 3 clusters
  Score: Raw -124318.958433 + Penalty 2383.232480 = -121935.725953
  nChanged 28
		SP:Iteration 6Q (188798.280000 sec): 3 clusters
  Score: Raw -124336.901288 + Penalty 2383.232480 = -121953.668809
  nChanged 25
		SP:Iteration 7Q (188798.500000 sec): 3 clusters
  Score: Raw -124354.708432 + Penalty 2383.232480 = -121971.475953
  nChanged 16
		SP:Iteration 8Q (188798.730000 sec): 3 clusters
  Score: Raw -124363.700117 + Penalty 2383.232480 = -121980.467637
  nChanged 17
		SP:Iteration 9Q (188798.940000 sec): 3 clusters
  Score: Raw -124373.686882 + Penalty 2383.232480 = -121990.454403
  nChanged 15
		SP:Iteration 10Q (188799.130000 sec): 3 clusters
  Score: Raw -124382.934366 + Penalty 2383.232480 = -121999.701887
  nChanged 10
		SP:Iteration 11Q (188799.340000 sec): 3 clusters
  Score: Raw -124391.000155 + Penalty 2383.232480 = -122007.767675
  nChanged 10
		SP:Iteration 12Q (188799.550000 sec): 3 clusters
  Score: Raw -124396.961821 + Penalty 2383.232480 = -122013.729342
  nChanged 6
		SP:Iteration 13Q (188799.720000 sec): 3 clusters
  Score: Raw -124399.567507 + Penalty 2383.232480 = -122016.335027
  nChanged 1
		SP:Iteration 14Q (188799.950000 sec): 3 clusters
  Score: Raw -124400.457115 + Penalty 2383.232480 = -122017.224635
  nChanged 3
		SP:Iteration 15Q (188800.130000 sec): 3 clusters
  Score: Raw -124402.243400 + Penalty 2383.232480 = -122019.010921
  nChanged 3
		SP:Iteration 16Q (188800.360000 sec): 3 clusters
  Score: Raw -124403.471478 + Penalty 2383.232480 = -122020.238998
  nChanged 1
		SP:Iteration 17Q (188800.580000 sec): 3 clusters
  Score: Raw -124403.948236 + Penalty 2383.232480 = -122020.715756
  nChanged 0
		SP:Iteration 18F (188800.760000 sec): 3 clusters
  Score: Raw -124403.948236 + Penalty 2383.232480 = -122020.715756
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 33 (1864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188800.910000 sec): 2 clusters
  Score: Raw -158805.357836 + Penalty 1223.702999 = -157581.654837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188801.070000 sec): 3 clusters
  Score: Raw -158036.552656 + Penalty 2447.405998 = -155589.146658
  nChanged 664
		SP:Iteration 1F (188801.330000 sec): 3 clusters
  Score: Raw -158467.181335 + Penalty 2447.405998 = -156019.775336
  nChanged 161
		SP:Iteration 2F (188801.470000 sec): 3 clusters
  Score: Raw -158572.276114 + Penalty 2447.405998 = -156124.870115
  nChanged 82
		SP:Iteration 3Q (188801.690000 sec): 3 clusters
  Score: Raw -158625.269763 + Penalty 2447.405998 = -156177.863765
  nChanged 57
		SP:Iteration 4Q (188801.860000 sec): 3 clusters
  Score: Raw -158664.702178 + Penalty 2447.405998 = -156217.296180
  nChanged 48
		SP:Iteration 5Q (188802.010000 sec): 3 clusters
  Score: Raw -158701.093827 + Penalty 2447.405998 = -156253.687829
  nChanged 62
		SP:Iteration 6Q (188802.220000 sec): 3 clusters
  Score: Raw -158754.964119 + Penalty 2447.405998 = -156307.558121
  nChanged 66
		SP:Iteration 7Q (188802.400000 sec): 3 clusters
  Score: Raw -158819.614466 + Penalty 2447.405998 = -156372.208467
  nChanged 72
		SP:Iteration 8Q (188802.620000 sec): 3 clusters
  Score: Raw -158885.861839 + Penalty 2447.405998 = -156438.455841
  nChanged 64
		SP:Iteration 9Q (188802.790000 sec): 3 clusters
  Score: Raw -158937.804840 + Penalty 2447.405998 = -156490.398842
  nChanged 40
		SP:Iteration 10Q (188802.960000 sec): 3 clusters
  Score: Raw -158965.872731 + Penalty 2447.405998 = -156518.466732
  nChanged 39
		SP:Iteration 11Q (188803.210000 sec): 3 clusters
  Score: Raw -159005.554288 + Penalty 2447.405998 = -156558.148290
  nChanged 41
		SP:Iteration 12Q (188803.370000 sec): 3 clusters
  Score: Raw -159046.585445 + Penalty 2447.405998 = -156599.179446
  nChanged 28
		SP:Iteration 13Q (188803.550000 sec): 3 clusters
  Score: Raw -159070.330981 + Penalty 2447.405998 = -156622.924982
  nChanged 29
		SP:Iteration 14Q (188803.780000 sec): 3 clusters
  Score: Raw -159092.409515 + Penalty 2447.405998 = -156645.003517
  nChanged 21
		SP:Iteration 15Q (188803.940000 sec): 3 clusters
  Score: Raw -159109.886084 + Penalty 2447.405998 = -156662.480086
  nChanged 14
		SP:Iteration 16Q (188804.130000 sec): 3 clusters
  Score: Raw -159118.081072 + Penalty 2447.405998 = -156670.675074
  nChanged 5
		SP:Iteration 17Q (188804.340000 sec): 3 clusters
  Score: Raw -159122.483605 + Penalty 2447.405998 = -156675.077607
  nChanged 4
		SP:Iteration 18Q (188804.560000 sec): 3 clusters
  Score: Raw -159125.919331 + Penalty 2447.405998 = -156678.513332
  nChanged 2
		SP:Iteration 19Q (188804.730000 sec): 3 clusters
  Score: Raw -159127.510373 + Penalty 2447.405998 = -156680.104374
  nChanged 1
		SP:Iteration 20F (188804.920000 sec): 3 clusters
  Score: Raw -159127.820577 + Penalty 2447.405998 = -156680.414578
  nChanged 1
		SP:Iteration 21Q (188805.100000 sec): 3 clusters
  Score: Raw -159128.606546 + Penalty 2447.405998 = -156681.200548
  nChanged 2
		SP:Iteration 22Q (188805.300000 sec): 3 clusters
  Score: Raw -159129.307881 + Penalty 2447.405998 = -156681.901882
  nChanged 0
		SP:Iteration 23F (188805.510000 sec): 3 clusters
  Score: Raw -159129.307881 + Penalty 2447.405998 = -156681.901882
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 34 (10507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188805.680000 sec): 2 clusters
  Score: Raw -842485.927224 + Penalty 1504.717009 = -840981.210214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188805.900000 sec): 3 clusters
  Score: Raw -836529.466883 + Penalty 3009.434019 = -833520.032864
  nChanged 4622
		SP:Iteration 1F (188806.130000 sec): 3 clusters
  Score: Raw -839233.642160 + Penalty 3009.434019 = -836224.208141
  nChanged 695
		SP:Iteration 2F (188806.410000 sec): 3 clusters
  Score: Raw -839632.975712 + Penalty 3009.434019 = -836623.541693
  nChanged 653
		SP:Iteration 3F (188806.630000 sec): 3 clusters
  Score: Raw -840056.033686 + Penalty 3009.434019 = -837046.599667
  nChanged 603
		SP:Iteration 4F (188806.900000 sec): 3 clusters
  Score: Raw -840465.051627 + Penalty 3009.434019 = -837455.617608
  nChanged 602
		SP:Iteration 5F (188807.160000 sec): 3 clusters
  Score: Raw -840857.170034 + Penalty 3009.434019 = -837847.736015
  nChanged 521
		SP:Iteration 6Q (188807.450000 sec): 3 clusters
  Score: Raw -841187.806814 + Penalty 3009.434019 = -838178.372795
  nChanged 445
		SP:Iteration 7Q (188807.690000 sec): 3 clusters
  Score: Raw -841422.239277 + Penalty 3009.434019 = -838412.805258
  nChanged 361
		SP:Iteration 8Q (188807.960000 sec): 3 clusters
  Score: Raw -841595.986659 + Penalty 3009.434019 = -838586.552641
  nChanged 267
		SP:Iteration 9Q (188808.230000 sec): 3 clusters
  Score: Raw -841703.921768 + Penalty 3009.434019 = -838694.487750
  nChanged 215
		SP:Iteration 10Q (188808.540000 sec): 3 clusters
  Score: Raw -841776.293925 + Penalty 3009.434019 = -838766.859906
  nChanged 153
		SP:Iteration 11Q (188808.770000 sec): 3 clusters
  Score: Raw -841824.197371 + Penalty 3009.434019 = -838814.763353
  nChanged 141
		SP:Iteration 12Q (188809.070000 sec): 3 clusters
  Score: Raw -841873.245810 + Penalty 3009.434019 = -838863.811792
  nChanged 126
		SP:Iteration 13Q (188809.290000 sec): 3 clusters
  Score: Raw -841920.051981 + Penalty 3009.434019 = -838910.617962
  nChanged 146
		SP:Iteration 14Q (188809.540000 sec): 3 clusters
  Score: Raw -841969.817534 + Penalty 3009.434019 = -838960.383515
  nChanged 110
		SP:Iteration 15Q (188809.760000 sec): 3 clusters
  Score: Raw -842006.668930 + Penalty 3009.434019 = -838997.234911
  nChanged 111
		SP:Iteration 16Q (188810.050000 sec): 3 clusters
  Score: Raw -842046.473794 + Penalty 3009.434019 = -839037.039775
  nChanged 119
		SP:Iteration 17Q (188810.330000 sec): 3 clusters
  Score: Raw -842080.127574 + Penalty 3009.434019 = -839070.693555
  nChanged 93
		SP:Iteration 18Q (188810.580000 sec): 3 clusters
  Score: Raw -842103.824721 + Penalty 3009.434019 = -839094.390702
  nChanged 76
		SP:Iteration 19Q (188810.850000 sec): 3 clusters
  Score: Raw -842123.947565 + Penalty 3009.434019 = -839114.513546
  nChanged 69
		SP:Iteration 20F (188811.080000 sec): 3 clusters
  Score: Raw -842141.205158 + Penalty 3009.434019 = -839131.771139
  nChanged 70
		SP:Iteration 21Q (188811.360000 sec): 3 clusters
  Score: Raw -842158.397232 + Penalty 3009.434019 = -839148.963213
  nChanged 79
		SP:Iteration 22Q (188811.600000 sec): 3 clusters
  Score: Raw -842174.403900 + Penalty 3009.434019 = -839164.969881
  nChanged 57
		SP:Iteration 23Q (188811.870000 sec): 3 clusters
  Score: Raw -842187.514316 + Penalty 3009.434019 = -839178.080298
  nChanged 70
		SP:Iteration 24Q (188812.140000 sec): 3 clusters
  Score: Raw -842203.999474 + Penalty 3009.434019 = -839194.565455
  nChanged 64
		SP:Iteration 25Q (188812.370000 sec): 3 clusters
  Score: Raw -842218.803921 + Penalty 3009.434019 = -839209.369902
  nChanged 63
		SP:Iteration 26Q (188812.660000 sec): 3 clusters
  Score: Raw -842231.489202 + Penalty 3009.434019 = -839222.055183
  nChanged 56
		SP:Iteration 27Q (188812.870000 sec): 3 clusters
  Score: Raw -842241.492418 + Penalty 3009.434019 = -839232.058399
  nChanged 46
		SP:Iteration 28Q (188813.140000 sec): 3 clusters
  Score: Raw -842250.432021 + Penalty 3009.434019 = -839240.998002
  nChanged 46
		SP:Iteration 29Q (188813.390000 sec): 3 clusters
  Score: Raw -842258.396408 + Penalty 3009.434019 = -839248.962389
  nChanged 35
		SP:Iteration 30Q (188813.630000 sec): 3 clusters
  Score: Raw -842263.401190 + Penalty 3009.434019 = -839253.967171
  nChanged 27
		SP:Iteration 31Q (188813.860000 sec): 3 clusters
  Score: Raw -842267.003182 + Penalty 3009.434019 = -839257.569163
  nChanged 26
		SP:Iteration 32Q (188814.090000 sec): 3 clusters
  Score: Raw -842271.052082 + Penalty 3009.434019 = -839261.618063
  nChanged 31
		SP:Iteration 33Q (188814.380000 sec): 3 clusters
  Score: Raw -842274.772395 + Penalty 3009.434019 = -839265.338376
  nChanged 29
		SP:Iteration 34Q (188814.600000 sec): 3 clusters
  Score: Raw -842278.131365 + Penalty 3009.434019 = -839268.697346
  nChanged 21
		SP:Iteration 35Q (188814.880000 sec): 3 clusters
  Score: Raw -842280.989429 + Penalty 3009.434019 = -839271.555410
  nChanged 25
		SP:Iteration 36Q (188815.150000 sec): 3 clusters
  Score: Raw -842284.597773 + Penalty 3009.434019 = -839275.163754
  nChanged 28
		SP:Iteration 37Q (188815.440000 sec): 3 clusters
  Score: Raw -842289.726717 + Penalty 3009.434019 = -839280.292698
  nChanged 23
		SP:Iteration 38Q (188815.680000 sec): 3 clusters
  Score: Raw -842292.399966 + Penalty 3009.434019 = -839282.965947
  nChanged 19
		SP:Iteration 39Q (188815.900000 sec): 3 clusters
  Score: Raw -842294.745316 + Penalty 3009.434019 = -839285.311297
  nChanged 20
		SP:Iteration 40F (188816.120000 sec): 3 clusters
  Score: Raw -842298.026476 + Penalty 3009.434019 = -839288.592457
  nChanged 22
		SP:Iteration 41Q (188816.400000 sec): 3 clusters
  Score: Raw -842301.633911 + Penalty 3009.434019 = -839292.199893
  nChanged 20
		SP:Iteration 42Q (188816.640000 sec): 3 clusters
  Score: Raw -842304.128527 + Penalty 3009.434019 = -839294.694508
  nChanged 15
		SP:Iteration 43Q (188816.910000 sec): 3 clusters
  Score: Raw -842306.371031 + Penalty 3009.434019 = -839296.937012
  nChanged 16
		SP:Iteration 44Q (188817.150000 sec): 3 clusters
  Score: Raw -842308.273718 + Penalty 3009.434019 = -839298.839699
  nChanged 16
		SP:Iteration 45Q (188817.370000 sec): 3 clusters
  Score: Raw -842309.928947 + Penalty 3009.434019 = -839300.494928
  nChanged 13
		SP:Iteration 46Q (188817.590000 sec): 3 clusters
  Score: Raw -842311.417633 + Penalty 3009.434019 = -839301.983614
  nChanged 12
		SP:Iteration 47Q (188817.830000 sec): 3 clusters
  Score: Raw -842313.553715 + Penalty 3009.434019 = -839304.119696
  nChanged 14
		SP:Iteration 48Q (188818.120000 sec): 3 clusters
  Score: Raw -842315.520875 + Penalty 3009.434019 = -839306.086856
  nChanged 9
		SP:Iteration 49Q (188818.350000 sec): 3 clusters
  Score: Raw -842317.008027 + Penalty 3009.434019 = -839307.574008
  nChanged 10
		SP:Iteration 50Q (188818.640000 sec): 3 clusters
  Score: Raw -842318.439804 + Penalty 3009.434019 = -839309.005785
  nChanged 17
		SP:Iteration 51Q (188818.900000 sec): 3 clusters
  Score: Raw -842320.201147 + Penalty 3009.434019 = -839310.767129
  nChanged 18
		SP:Iteration 52Q (188819.200000 sec): 3 clusters
  Score: Raw -842322.404025 + Penalty 3009.434019 = -839312.970006
  nChanged 15
		SP:Iteration 53Q (188819.460000 sec): 3 clusters
  Score: Raw -842324.167708 + Penalty 3009.434019 = -839314.733690
  nChanged 19
		SP:Iteration 54Q (188819.690000 sec): 3 clusters
  Score: Raw -842326.981850 + Penalty 3009.434019 = -839317.547831
  nChanged 13
		SP:Iteration 55Q (188819.950000 sec): 3 clusters
  Score: Raw -842329.038676 + Penalty 3009.434019 = -839319.604658
  nChanged 13
		SP:Iteration 56Q (188820.190000 sec): 3 clusters
  Score: Raw -842330.997612 + Penalty 3009.434019 = -839321.563593
  nChanged 16
		SP:Iteration 57Q (188820.460000 sec): 3 clusters
  Score: Raw -842333.875897 + Penalty 3009.434019 = -839324.441878
  nChanged 18
		SP:Iteration 58Q (188820.690000 sec): 3 clusters
  Score: Raw -842336.933412 + Penalty 3009.434019 = -839327.499393
  nChanged 15
		SP:Iteration 59Q (188820.920000 sec): 3 clusters
  Score: Raw -842339.025629 + Penalty 3009.434019 = -839329.591610
  nChanged 14
		SP:Iteration 60F (188821.110000 sec): 3 clusters
  Score: Raw -842340.670724 + Penalty 3009.434019 = -839331.236705
  nChanged 16
		SP:Iteration 61Q (188821.370000 sec): 3 clusters
  Score: Raw -842342.676265 + Penalty 3009.434019 = -839333.242247
  nChanged 14
		SP:Iteration 62Q (188821.680000 sec): 3 clusters
  Score: Raw -842345.219988 + Penalty 3009.434019 = -839335.785969
  nChanged 20
		SP:Iteration 63Q (188821.960000 sec): 3 clusters
  Score: Raw -842349.046615 + Penalty 3009.434019 = -839339.612597
  nChanged 18
		SP:Iteration 64Q (188822.190000 sec): 3 clusters
  Score: Raw -842351.754726 + Penalty 3009.434019 = -839342.320708
  nChanged 10
		SP:Iteration 65Q (188822.430000 sec): 3 clusters
  Score: Raw -842352.800747 + Penalty 3009.434019 = -839343.366728
  nChanged 10
		SP:Iteration 66Q (188822.660000 sec): 3 clusters
  Score: Raw -842354.340312 + Penalty 3009.434019 = -839344.906293
  nChanged 14
		SP:Iteration 67Q (188822.870000 sec): 3 clusters
  Score: Raw -842357.380765 + Penalty 3009.434019 = -839347.946747
  nChanged 21
		SP:Iteration 68Q (188823.160000 sec): 3 clusters
  Score: Raw -842360.928762 + Penalty 3009.434019 = -839351.494744
  nChanged 19
		SP:Iteration 69Q (188823.390000 sec): 3 clusters
  Score: Raw -842363.844946 + Penalty 3009.434019 = -839354.410927
  nChanged 13
		SP:Iteration 70Q (188823.580000 sec): 3 clusters
  Score: Raw -842366.276018 + Penalty 3009.434019 = -839356.841999
  nChanged 11
		SP:Iteration 71Q (188823.840000 sec): 3 clusters
  Score: Raw -842367.892393 + Penalty 3009.434019 = -839358.458374
  nChanged 11
		SP:Iteration 72Q (188824.050000 sec): 3 clusters
  Score: Raw -842369.283187 + Penalty 3009.434019 = -839359.849168
  nChanged 9
		SP:Iteration 73Q (188824.310000 sec): 3 clusters
  Score: Raw -842370.395294 + Penalty 3009.434019 = -839360.961276
  nChanged 7
		SP:Iteration 74Q (188824.510000 sec): 3 clusters
  Score: Raw -842371.596464 + Penalty 3009.434019 = -839362.162445
  nChanged 11
		SP:Iteration 75Q (188824.710000 sec): 3 clusters
  Score: Raw -842373.234654 + Penalty 3009.434019 = -839363.800636
  nChanged 12
		SP:Iteration 76Q (188824.930000 sec): 3 clusters
  Score: Raw -842374.682648 + Penalty 3009.434019 = -839365.248630
  nChanged 10
		SP:Iteration 77Q (188825.150000 sec): 3 clusters
  Score: Raw -842375.810682 + Penalty 3009.434019 = -839366.376663
  nChanged 10
		SP:Iteration 78Q (188825.390000 sec): 3 clusters
  Score: Raw -842377.044893 + Penalty 3009.434019 = -839367.610874
  nChanged 11
		SP:Iteration 79Q (188825.670000 sec): 3 clusters
  Score: Raw -842378.593996 + Penalty 3009.434019 = -839369.159977
  nChanged 9
		SP:Iteration 80F (188825.890000 sec): 3 clusters
  Score: Raw -842380.199521 + Penalty 3009.434019 = -839370.765503
  nChanged 10
		SP:Iteration 81Q (188826.150000 sec): 3 clusters
  Score: Raw -842382.171318 + Penalty 3009.434019 = -839372.737299
  nChanged 12
		SP:Iteration 82Q (188826.410000 sec): 3 clusters
  Score: Raw -842383.938016 + Penalty 3009.434019 = -839374.503997
  nChanged 13
		SP:Iteration 83Q (188826.680000 sec): 3 clusters
  Score: Raw -842386.417435 + Penalty 3009.434019 = -839376.983416
  nChanged 15
		SP:Iteration 84Q (188826.880000 sec): 3 clusters
  Score: Raw -842388.860091 + Penalty 3009.434019 = -839379.426072
  nChanged 13
		SP:Iteration 85Q (188827.080000 sec): 3 clusters
  Score: Raw -842390.587695 + Penalty 3009.434019 = -839381.153676
  nChanged 14
		SP:Iteration 86Q (188827.300000 sec): 3 clusters
  Score: Raw -842392.316583 + Penalty 3009.434019 = -839382.882564
  nChanged 9
		SP:Iteration 87Q (188827.510000 sec): 3 clusters
  Score: Raw -842393.639026 + Penalty 3009.434019 = -839384.205008
  nChanged 14
		SP:Iteration 88Q (188827.720000 sec): 3 clusters
  Score: Raw -842396.179317 + Penalty 3009.434019 = -839386.745299
  nChanged 11
		SP:Iteration 89Q (188827.960000 sec): 3 clusters
  Score: Raw -842398.023096 + Penalty 3009.434019 = -839388.589077
  nChanged 8
		SP:Iteration 90Q (188828.180000 sec): 3 clusters
  Score: Raw -842398.859176 + Penalty 3009.434019 = -839389.425158
  nChanged 9
		SP:Iteration 91Q (188828.370000 sec): 3 clusters
  Score: Raw -842400.203522 + Penalty 3009.434019 = -839390.769503
  nChanged 12
		SP:Iteration 92Q (188828.650000 sec): 3 clusters
  Score: Raw -842401.921600 + Penalty 3009.434019 = -839392.487582
  nChanged 7
		SP:Iteration 93Q (188828.920000 sec): 3 clusters
  Score: Raw -842403.138435 + Penalty 3009.434019 = -839393.704416
  nChanged 9
		SP:Iteration 94Q (188829.140000 sec): 3 clusters
  Score: Raw -842404.771789 + Penalty 3009.434019 = -839395.337771
  nChanged 11
		SP:Iteration 95Q (188829.390000 sec): 3 clusters
  Score: Raw -842406.857875 + Penalty 3009.434019 = -839397.423856
  nChanged 12
		SP:Iteration 96Q (188829.590000 sec): 3 clusters
  Score: Raw -842408.946289 + Penalty 3009.434019 = -839399.512270
  nChanged 14
		SP:Iteration 97Q (188829.820000 sec): 3 clusters
  Score: Raw -842411.246842 + Penalty 3009.434019 = -839401.812824
  nChanged 14
		SP:Iteration 98Q (188830.080000 sec): 3 clusters
  Score: Raw -842413.561729 + Penalty 3009.434019 = -839404.127710
  nChanged 10
		SP:Iteration 99Q (188830.310000 sec): 3 clusters
  Score: Raw -842415.298237 + Penalty 3009.434019 = -839405.864218
  nChanged 11
		SP:Iteration 100F (188830.520000 sec): 3 clusters
  Score: Raw -842416.984543 + Penalty 3009.434019 = -839407.550524
  nChanged 9
		SP:Iteration 101Q (188830.740000 sec): 3 clusters
  Score: Raw -842417.985198 + Penalty 3009.434019 = -839408.551180
  nChanged 14
		SP:Iteration 102Q (188830.960000 sec): 3 clusters
  Score: Raw -842419.715026 + Penalty 3009.434019 = -839410.281007
  nChanged 18
		SP:Iteration 103Q (188831.250000 sec): 3 clusters
  Score: Raw -842422.034734 + Penalty 3009.434019 = -839412.600715
  nChanged 10
		SP:Iteration 104Q (188831.440000 sec): 3 clusters
  Score: Raw -842423.152198 + Penalty 3009.434019 = -839413.718179
  nChanged 8
		SP:Iteration 105Q (188831.660000 sec): 3 clusters
  Score: Raw -842424.610124 + Penalty 3009.434019 = -839415.176105
  nChanged 12
		SP:Iteration 106Q (188831.930000 sec): 3 clusters
  Score: Raw -842426.866812 + Penalty 3009.434019 = -839417.432793
  nChanged 11
		SP:Iteration 107Q (188832.160000 sec): 3 clusters
  Score: Raw -842429.112040 + Penalty 3009.434019 = -839419.678021
  nChanged 14
		SP:Iteration 108Q (188832.360000 sec): 3 clusters
  Score: Raw -842431.700280 + Penalty 3009.434019 = -839422.266261
  nChanged 11
		SP:Iteration 109Q (188832.620000 sec): 3 clusters
  Score: Raw -842433.966081 + Penalty 3009.434019 = -839424.532062
  nChanged 14
		SP:Iteration 110Q (188832.880000 sec): 3 clusters
  Score: Raw -842436.437863 + Penalty 3009.434019 = -839427.003844
  nChanged 13
		SP:Iteration 111Q (188833.140000 sec): 3 clusters
  Score: Raw -842438.425437 + Penalty 3009.434019 = -839428.991418
  nChanged 5
		SP:Iteration 112Q (188833.390000 sec): 3 clusters
  Score: Raw -842438.941190 + Penalty 3009.434019 = -839429.507171
  nChanged 7
		SP:Iteration 113Q (188833.640000 sec): 3 clusters
  Score: Raw -842440.057905 + Penalty 3009.434019 = -839430.623886
  nChanged 9
		SP:Iteration 114Q (188833.890000 sec): 3 clusters
  Score: Raw -842441.419460 + Penalty 3009.434019 = -839431.985442
  nChanged 9
		SP:Iteration 115Q (188834.110000 sec): 3 clusters
  Score: Raw -842442.459506 + Penalty 3009.434019 = -839433.025487
  nChanged 10
		SP:Iteration 116Q (188834.410000 sec): 3 clusters
  Score: Raw -842443.657366 + Penalty 3009.434019 = -839434.223347
  nChanged 10
		SP:Iteration 117Q (188834.660000 sec): 3 clusters
  Score: Raw -842444.881490 + Penalty 3009.434019 = -839435.447471
  nChanged 8
		SP:Iteration 118Q (188834.890000 sec): 3 clusters
  Score: Raw -842446.320924 + Penalty 3009.434019 = -839436.886905
  nChanged 5
		SP:Iteration 119Q (188835.110000 sec): 3 clusters
  Score: Raw -842446.828651 + Penalty 3009.434019 = -839437.394632
  nChanged 5
		SP:Iteration 120F (188835.310000 sec): 3 clusters
  Score: Raw -842447.487161 + Penalty 3009.434019 = -839438.053142
  nChanged 4
		SP:Iteration 121Q (188835.530000 sec): 3 clusters
  Score: Raw -842447.784197 + Penalty 3009.434019 = -839438.350178
  nChanged 4
		SP:Iteration 122Q (188835.760000 sec): 3 clusters
  Score: Raw -842448.161112 + Penalty 3009.434019 = -839438.727093
  nChanged 3
		SP:Iteration 123Q (188835.970000 sec): 3 clusters
  Score: Raw -842448.375958 + Penalty 3009.434019 = -839438.941940
  nChanged 1
		SP:Iteration 124Q (188836.240000 sec): 3 clusters
  Score: Raw -842448.496548 + Penalty 3009.434019 = -839439.062529
  nChanged 2
		SP:Iteration 125Q (188836.470000 sec): 3 clusters
  Score: Raw -842448.804619 + Penalty 3009.434019 = -839439.370600
  nChanged 6
		SP:Iteration 126Q (188836.720000 sec): 3 clusters
  Score: Raw -842449.860255 + Penalty 3009.434019 = -839440.426237
  nChanged 9
		SP:Iteration 127Q (188836.950000 sec): 3 clusters
  Score: Raw -842451.128664 + Penalty 3009.434019 = -839441.694646
  nChanged 7
		SP:Iteration 128Q (188837.170000 sec): 3 clusters
  Score: Raw -842451.682638 + Penalty 3009.434019 = -839442.248619
  nChanged 4
		SP:Iteration 129Q (188837.470000 sec): 3 clusters
  Score: Raw -842452.178261 + Penalty 3009.434019 = -839442.744243
  nChanged 5
		SP:Iteration 130Q (188837.670000 sec): 3 clusters
  Score: Raw -842452.860544 + Penalty 3009.434019 = -839443.426525
  nChanged 7
		SP:Iteration 131Q (188837.920000 sec): 3 clusters
  Score: Raw -842453.597483 + Penalty 3009.434019 = -839444.163464
  nChanged 4
		SP:Iteration 132Q (188838.180000 sec): 3 clusters
  Score: Raw -842454.352727 + Penalty 3009.434019 = -839444.918709
  nChanged 8
		SP:Iteration 133Q (188838.390000 sec): 3 clusters
  Score: Raw -842455.343559 + Penalty 3009.434019 = -839445.909540
  nChanged 11
		SP:Iteration 134Q (188838.670000 sec): 3 clusters
  Score: Raw -842456.920493 + Penalty 3009.434019 = -839447.486474
  nChanged 9
		SP:Iteration 135Q (188838.910000 sec): 3 clusters
  Score: Raw -842457.986929 + Penalty 3009.434019 = -839448.552910
  nChanged 5
		SP:Iteration 136Q (188839.100000 sec): 3 clusters
  Score: Raw -842458.637614 + Penalty 3009.434019 = -839449.203596
  nChanged 9
		SP:Iteration 137Q (188839.340000 sec): 3 clusters
  Score: Raw -842460.032948 + Penalty 3009.434019 = -839450.598929
  nChanged 8
		SP:Iteration 138Q (188839.610000 sec): 3 clusters
  Score: Raw -842461.394050 + Penalty 3009.434019 = -839451.960031
  nChanged 9
		SP:Iteration 139Q (188839.810000 sec): 3 clusters
  Score: Raw -842462.439445 + Penalty 3009.434019 = -839453.005426
  nChanged 3
		SP:Iteration 140F (188840.050000 sec): 3 clusters
  Score: Raw -842462.972375 + Penalty 3009.434019 = -839453.538356
  nChanged 5
		SP:Iteration 141Q (188840.280000 sec): 3 clusters
  Score: Raw -842463.924227 + Penalty 3009.434019 = -839454.490208
  nChanged 6
		SP:Iteration 142Q (188840.500000 sec): 3 clusters
  Score: Raw -842465.163170 + Penalty 3009.434019 = -839455.729151
  nChanged 7
		SP:Iteration 143Q (188840.750000 sec): 3 clusters
  Score: Raw -842466.134542 + Penalty 3009.434019 = -839456.700524
  nChanged 5
		SP:Iteration 144Q (188840.960000 sec): 3 clusters
  Score: Raw -842466.704613 + Penalty 3009.434019 = -839457.270594
  nChanged 8
		SP:Iteration 145Q (188841.180000 sec): 3 clusters
  Score: Raw -842467.897023 + Penalty 3009.434019 = -839458.463004
  nChanged 10
		SP:Iteration 146Q (188841.370000 sec): 3 clusters
  Score: Raw -842468.934151 + Penalty 3009.434019 = -839459.500132
  nChanged 8
		SP:Iteration 147Q (188841.570000 sec): 3 clusters
  Score: Raw -842470.537571 + Penalty 3009.434019 = -839461.103552
  nChanged 6
		SP:Iteration 148Q (188841.770000 sec): 3 clusters
  Score: Raw -842471.530844 + Penalty 3009.434019 = -839462.096825
  nChanged 5
		SP:Iteration 149Q (188842.000000 sec): 3 clusters
  Score: Raw -842472.225390 + Penalty 3009.434019 = -839462.791371
  nChanged 4
		SP:Iteration 150Q (188842.210000 sec): 3 clusters
  Score: Raw -842472.666362 + Penalty 3009.434019 = -839463.232343
  nChanged 2
		SP:Iteration 151Q (188842.410000 sec): 3 clusters
  Score: Raw -842472.999391 + Penalty 3009.434019 = -839463.565373
  nChanged 1
		SP:Iteration 152Q (188842.620000 sec): 3 clusters
  Score: Raw -842473.061520 + Penalty 3009.434019 = -839463.627501
  nChanged 1
		SP:Iteration 153Q (188842.870000 sec): 3 clusters
  Score: Raw -842473.123807 + Penalty 3009.434019 = -839463.689788
  nChanged 1
		SP:Iteration 154Q (188843.090000 sec): 3 clusters
  Score: Raw -842473.199054 + Penalty 3009.434019 = -839463.765035
  nChanged 1
		SP:Iteration 155Q (188843.340000 sec): 3 clusters
  Score: Raw -842473.257279 + Penalty 3009.434019 = -839463.823260
  nChanged 0
		SP:Iteration 156F (188843.560000 sec): 3 clusters
  Score: Raw -842473.257279 + Penalty 3009.434019 = -839463.823260
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 35 (24610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188843.770000 sec): 2 clusters
  Score: Raw -2029214.649568 + Penalty 1643.022573 = -2027571.626995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188844.080000 sec): 3 clusters
  Score: Raw -2014100.641267 + Penalty 3286.045147 = -2010814.596121
  nChanged 11344
		SP:Iteration 1F (188844.370000 sec): 3 clusters
  Score: Raw -2020740.062054 + Penalty 3286.045147 = -2017454.016908
  nChanged 1371
		SP:Iteration 2F (188844.670000 sec): 3 clusters
  Score: Raw -2021304.333796 + Penalty 3286.045147 = -2018018.288650
  nChanged 1354
		SP:Iteration 3F (188844.940000 sec): 3 clusters
  Score: Raw -2021938.024679 + Penalty 3286.045147 = -2018651.979533
  nChanged 1403
		SP:Iteration 4F (188845.220000 sec): 3 clusters
  Score: Raw -2022646.974305 + Penalty 3286.045147 = -2019360.929158
  nChanged 1457
		SP:Iteration 5F (188845.520000 sec): 3 clusters
  Score: Raw -2023464.596294 + Penalty 3286.045147 = -2020178.551148
  nChanged 1508
		SP:Iteration 6F (188845.820000 sec): 3 clusters
  Score: Raw -2024405.282359 + Penalty 3286.045147 = -2021119.237213
  nChanged 1504
		SP:Iteration 7F (188846.060000 sec): 3 clusters
  Score: Raw -2025375.143248 + Penalty 3286.045147 = -2022089.098102
  nChanged 1322
		SP:Iteration 8F (188846.370000 sec): 3 clusters
  Score: Raw -2026313.363885 + Penalty 3286.045147 = -2023027.318738
  nChanged 1167
		SP:Iteration 9Q (188846.680000 sec): 3 clusters
  Score: Raw -2027169.255615 + Penalty 3286.045147 = -2023883.210469
  nChanged 952
		SP:Iteration 10Q (188846.930000 sec): 3 clusters
  Score: Raw -2027943.568570 + Penalty 3286.045147 = -2024657.523424
  nChanged 724
		SP:Iteration 11Q (188847.250000 sec): 3 clusters
  Score: Raw -2028522.825297 + Penalty 3286.045147 = -2025236.780151
  nChanged 467
		SP:Iteration 12Q (188847.540000 sec): 3 clusters
  Score: Raw -2028918.268949 + Penalty 3286.045147 = -2025632.223802
  nChanged 258
		SP:Iteration 13Q (188847.820000 sec): 3 clusters
  Score: Raw -2029143.161808 + Penalty 3286.045147 = -2025857.116661
  nChanged 141
		SP:Iteration 14Q (188848.140000 sec): 3 clusters
  Score: Raw -2029251.568578 + Penalty 3286.045147 = -2025965.523432
  nChanged 84
		SP:Iteration 15Q (188848.450000 sec): 3 clusters
  Score: Raw -2029311.821618 + Penalty 3286.045147 = -2026025.776471
  nChanged 46
		SP:Iteration 16Q (188848.760000 sec): 3 clusters
  Score: Raw -2029348.466739 + Penalty 3286.045147 = -2026062.421592
  nChanged 24
		SP:Iteration 17Q (188849.020000 sec): 3 clusters
  Score: Raw -2029370.354353 + Penalty 3286.045147 = -2026084.309207
  nChanged 18
		SP:Iteration 18Q (188849.330000 sec): 3 clusters
  Score: Raw -2029386.584561 + Penalty 3286.045147 = -2026100.539414
  nChanged 14
		SP:Iteration 19Q (188849.600000 sec): 3 clusters
  Score: Raw -2029401.587607 + Penalty 3286.045147 = -2026115.542460
  nChanged 9
		SP:Iteration 20F (188849.890000 sec): 3 clusters
  Score: Raw -2029408.571502 + Penalty 3286.045147 = -2026122.526355
  nChanged 6
		SP:Iteration 21Q (188850.140000 sec): 3 clusters
  Score: Raw -2029412.995405 + Penalty 3286.045147 = -2026126.950258
  nChanged 6
		SP:Iteration 22Q (188850.470000 sec): 3 clusters
  Score: Raw -2029416.961736 + Penalty 3286.045147 = -2026130.916589
  nChanged 2
		SP:Iteration 23Q (188850.770000 sec): 3 clusters
  Score: Raw -2029418.289327 + Penalty 3286.045147 = -2026132.244180
  nChanged 4
		SP:Iteration 24Q (188851.060000 sec): 3 clusters
  Score: Raw -2029421.316816 + Penalty 3286.045147 = -2026135.271670
  nChanged 3
		SP:Iteration 25Q (188851.330000 sec): 3 clusters
  Score: Raw -2029424.798893 + Penalty 3286.045147 = -2026138.753746
  nChanged 3
		SP:Iteration 26Q (188851.600000 sec): 3 clusters
  Score: Raw -2029428.099201 + Penalty 3286.045147 = -2026142.054055
  nChanged 4
		SP:Iteration 27Q (188851.810000 sec): 3 clusters
  Score: Raw -2029431.168179 + Penalty 3286.045147 = -2026145.123032
  nChanged 3
		SP:Iteration 28Q (188852.120000 sec): 3 clusters
  Score: Raw -2029434.287181 + Penalty 3286.045147 = -2026148.242035
  nChanged 4
		SP:Iteration 29Q (188852.390000 sec): 3 clusters
  Score: Raw -2029436.821971 + Penalty 3286.045147 = -2026150.776825
  nChanged 1
		SP:Iteration 30Q (188852.640000 sec): 3 clusters
  Score: Raw -2029438.796976 + Penalty 3286.045147 = -2026152.751829
  nChanged 7
		SP:Iteration 31Q (188852.880000 sec): 3 clusters
  Score: Raw -2029444.626190 + Penalty 3286.045147 = -2026158.581044
  nChanged 4
		SP:Iteration 32Q (188853.120000 sec): 3 clusters
  Score: Raw -2029448.949559 + Penalty 3286.045147 = -2026162.904413
  nChanged 4
		SP:Iteration 33Q (188853.390000 sec): 3 clusters
  Score: Raw -2029453.252229 + Penalty 3286.045147 = -2026167.207082
  nChanged 3
		SP:Iteration 34Q (188853.670000 sec): 3 clusters
  Score: Raw -2029456.017876 + Penalty 3286.045147 = -2026169.972730
  nChanged 3
		SP:Iteration 35Q (188853.950000 sec): 3 clusters
  Score: Raw -2029458.346954 + Penalty 3286.045147 = -2026172.301808
  nChanged 1
		SP:Iteration 36Q (188854.260000 sec): 3 clusters
  Score: Raw -2029458.617298 + Penalty 3286.045147 = -2026172.572152
  nChanged 0
		SP:Iteration 37F (188854.540000 sec): 3 clusters
  Score: Raw -2029458.617298 + Penalty 3286.045147 = -2026172.572152
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 36 (22682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188854.710000 sec): 2 clusters
  Score: Raw -1935389.636201 + Penalty 1629.765627 = -1933759.870573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188855.010000 sec): 3 clusters
  Score: Raw -1921655.975648 + Penalty 3259.531255 = -1918396.444393
  nChanged 10298
		SP:Iteration 1F (188855.260000 sec): 3 clusters
  Score: Raw -1927181.818709 + Penalty 3259.531255 = -1923922.287454
  nChanged 971
		SP:Iteration 2Q (188855.560000 sec): 3 clusters
  Score: Raw -1927461.173845 + Penalty 3259.531255 = -1924201.642590
  nChanged 875
		SP:Iteration 3Q (188855.830000 sec): 3 clusters
  Score: Raw -1927713.362811 + Penalty 3259.531255 = -1924453.831556
  nChanged 873
		SP:Iteration 4Q (188856.140000 sec): 3 clusters
  Score: Raw -1927981.836863 + Penalty 3259.531255 = -1924722.305608
  nChanged 899
		SP:Iteration 5Q (188856.430000 sec): 3 clusters
  Score: Raw -1928316.858761 + Penalty 3259.531255 = -1925057.327506
  nChanged 1084
		SP:Iteration 6Q (188856.710000 sec): 3 clusters
  Score: Raw -1928826.608697 + Penalty 3259.531255 = -1925567.077443
  nChanged 1285
		SP:Iteration 7F (188857.000000 sec): 3 clusters
  Score: Raw -1929563.151147 + Penalty 3259.531255 = -1926303.619893
  nChanged 1496
		SP:Iteration 8F (188857.290000 sec): 3 clusters
  Score: Raw -1930594.411201 + Penalty 3259.531255 = -1927334.879946
  nChanged 1607
		SP:Iteration 9F (188857.530000 sec): 3 clusters
  Score: Raw -1931824.565782 + Penalty 3259.531255 = -1928565.034528
  nChanged 1364
		SP:Iteration 10F (188857.820000 sec): 3 clusters
  Score: Raw -1932920.885237 + Penalty 3259.531255 = -1929661.353983
  nChanged 1008
		SP:Iteration 11Q (188858.120000 sec): 3 clusters
  Score: Raw -1933773.968218 + Penalty 3259.531255 = -1930514.436964
  nChanged 683
		SP:Iteration 12Q (188858.410000 sec): 3 clusters
  Score: Raw -1934490.575667 + Penalty 3259.531255 = -1931231.044412
  nChanged 406
		SP:Iteration 13Q (188858.660000 sec): 3 clusters
  Score: Raw -1935158.365597 + Penalty 3259.531255 = -1931898.834343
  nChanged 233
		SP:Iteration 14Q (188858.890000 sec): 3 clusters
  Score: Raw -1935555.044212 + Penalty 3259.531255 = -1932295.512957
  nChanged 169
		SP:Iteration 15Q (188859.180000 sec): 3 clusters
  Score: Raw -1935709.391737 + Penalty 3259.531255 = -1932449.860483
  nChanged 127
		SP:Iteration 16Q (188859.420000 sec): 3 clusters
  Score: Raw -1935794.051790 + Penalty 3259.531255 = -1932534.520536
  nChanged 93
		SP:Iteration 17Q (188859.660000 sec): 3 clusters
  Score: Raw -1935841.208917 + Penalty 3259.531255 = -1932581.677662
  nChanged 49
		SP:Iteration 18Q (188859.900000 sec): 3 clusters
  Score: Raw -1935859.904444 + Penalty 3259.531255 = -1932600.373190
  nChanged 33
		SP:Iteration 19Q (188860.150000 sec): 3 clusters
  Score: Raw -1935872.375118 + Penalty 3259.531255 = -1932612.843863
  nChanged 31
		SP:Iteration 20F (188860.410000 sec): 3 clusters
  Score: Raw -1935887.763008 + Penalty 3259.531255 = -1932628.231753
  nChanged 25
		SP:Iteration 21Q (188860.700000 sec): 3 clusters
  Score: Raw -1935895.476051 + Penalty 3259.531255 = -1932635.944796
  nChanged 15
		SP:Iteration 22Q (188861.000000 sec): 3 clusters
  Score: Raw -1935898.799441 + Penalty 3259.531255 = -1932639.268187
  nChanged 7
		SP:Iteration 23Q (188861.310000 sec): 3 clusters
  Score: Raw -1935900.953486 + Penalty 3259.531255 = -1932641.422231
  nChanged 7
		SP:Iteration 24Q (188861.620000 sec): 3 clusters
  Score: Raw -1935903.098421 + Penalty 3259.531255 = -1932643.567166
  nChanged 6
		SP:Iteration 25Q (188861.960000 sec): 3 clusters
  Score: Raw -1935904.859721 + Penalty 3259.531255 = -1932645.328466
  nChanged 4
		SP:Iteration 26Q (188862.300000 sec): 3 clusters
  Score: Raw -1935905.715976 + Penalty 3259.531255 = -1932646.184721
  nChanged 2
		SP:Iteration 27Q (188862.570000 sec): 3 clusters
  Score: Raw -1935906.267195 + Penalty 3259.531255 = -1932646.735940
  nChanged 2
		SP:Iteration 28Q (188862.850000 sec): 3 clusters
  Score: Raw -1935906.888730 + Penalty 3259.531255 = -1932647.357476
  nChanged 4
		SP:Iteration 29Q (188863.150000 sec): 3 clusters
  Score: Raw -1935907.635398 + Penalty 3259.531255 = -1932648.104143
  nChanged 2
		SP:Iteration 30Q (188863.450000 sec): 3 clusters
  Score: Raw -1935907.925816 + Penalty 3259.531255 = -1932648.394562
  nChanged 2
		SP:Iteration 31Q (188863.750000 sec): 3 clusters
  Score: Raw -1935908.298237 + Penalty 3259.531255 = -1932648.766982
  nChanged 3
		SP:Iteration 32Q (188864.060000 sec): 3 clusters
  Score: Raw -1935908.939182 + Penalty 3259.531255 = -1932649.407928
  nChanged 4
		SP:Iteration 33Q (188864.330000 sec): 3 clusters
  Score: Raw -1935909.972145 + Penalty 3259.531255 = -1932650.440891
  nChanged 8
		SP:Iteration 34Q (188864.610000 sec): 3 clusters
  Score: Raw -1935911.784713 + Penalty 3259.531255 = -1932652.253458
  nChanged 3
		SP:Iteration 35Q (188864.860000 sec): 3 clusters
  Score: Raw -1935912.184484 + Penalty 3259.531255 = -1932652.653230
  nChanged 1
		SP:Iteration 36Q (188865.200000 sec): 3 clusters
  Score: Raw -1935912.562254 + Penalty 3259.531255 = -1932653.030999
  nChanged 0
		SP:Iteration 37F (188865.510000 sec): 3 clusters
  Score: Raw -1935912.562254 + Penalty 3259.531255 = -1932653.030999
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 37 (1801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188865.660000 sec): 2 clusters
  Score: Raw -152571.606595 + Penalty 1218.115819 = -151353.490776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188865.790000 sec): 3 clusters
  Score: Raw -151800.659393 + Penalty 2436.231637 = -149364.427756
  nChanged 626
		SP:Iteration 1F (188865.960000 sec): 3 clusters
  Score: Raw -152274.264410 + Penalty 2436.231637 = -149838.032773
  nChanged 158
		SP:Iteration 2F (188866.210000 sec): 3 clusters
  Score: Raw -152428.185362 + Penalty 2436.231637 = -149991.953725
  nChanged 104
		SP:Iteration 3F (188866.390000 sec): 3 clusters
  Score: Raw -152539.387899 + Penalty 2436.231637 = -150103.156262
  nChanged 87
		SP:Iteration 4Q (188866.570000 sec): 3 clusters
  Score: Raw -152639.340763 + Penalty 2436.231637 = -150203.109126
  nChanged 70
		SP:Iteration 5Q (188866.730000 sec): 3 clusters
  Score: Raw -152721.638574 + Penalty 2436.231637 = -150285.406937
  nChanged 73
		SP:Iteration 6Q (188866.910000 sec): 3 clusters
  Score: Raw -152794.082569 + Penalty 2436.231637 = -150357.850932
  nChanged 54
		SP:Iteration 7Q (188867.090000 sec): 3 clusters
  Score: Raw -152852.862312 + Penalty 2436.231637 = -150416.630675
  nChanged 59
		SP:Iteration 8Q (188867.270000 sec): 3 clusters
  Score: Raw -152934.128444 + Penalty 2436.231637 = -150497.896807
  nChanged 51
		SP:Iteration 9Q (188867.420000 sec): 3 clusters
  Score: Raw -152992.826097 + Penalty 2436.231637 = -150556.594459
  nChanged 49
		SP:Iteration 10Q (188867.630000 sec): 3 clusters
  Score: Raw -153037.987071 + Penalty 2436.231637 = -150601.755433
  nChanged 39
		SP:Iteration 11Q (188867.810000 sec): 3 clusters
  Score: Raw -153066.867515 + Penalty 2436.231637 = -150630.635878
  nChanged 27
		SP:Iteration 12Q (188868.020000 sec): 3 clusters
  Score: Raw -153083.580277 + Penalty 2436.231637 = -150647.348640
  nChanged 16
		SP:Iteration 13Q (188868.250000 sec): 3 clusters
  Score: Raw -153091.284453 + Penalty 2436.231637 = -150655.052816
  nChanged 8
		SP:Iteration 14Q (188868.430000 sec): 3 clusters
  Score: Raw -153095.804281 + Penalty 2436.231637 = -150659.572644
  nChanged 9
		SP:Iteration 15Q (188868.610000 sec): 3 clusters
  Score: Raw -153101.821410 + Penalty 2436.231637 = -150665.589772
  nChanged 9
		SP:Iteration 16Q (188868.850000 sec): 3 clusters
  Score: Raw -153107.795008 + Penalty 2436.231637 = -150671.563371
  nChanged 15
		SP:Iteration 17Q (188868.990000 sec): 3 clusters
  Score: Raw -153117.604406 + Penalty 2436.231637 = -150681.372769
  nChanged 12
		SP:Iteration 18Q (188869.190000 sec): 3 clusters
  Score: Raw -153124.645051 + Penalty 2436.231637 = -150688.413414
  nChanged 7
		SP:Iteration 19Q (188869.380000 sec): 3 clusters
  Score: Raw -153132.116358 + Penalty 2436.231637 = -150695.884721
  nChanged 10
		SP:Iteration 20F (188869.530000 sec): 3 clusters
  Score: Raw -153136.940005 + Penalty 2436.231637 = -150700.708368
  nChanged 4
		SP:Iteration 21Q (188869.680000 sec): 3 clusters
  Score: Raw -153139.000943 + Penalty 2436.231637 = -150702.769305
  nChanged 4
		SP:Iteration 22Q (188869.890000 sec): 3 clusters
  Score: Raw -153140.700291 + Penalty 2436.231637 = -150704.468654
  nChanged 2
		SP:Iteration 23Q (188870.040000 sec): 3 clusters
  Score: Raw -153141.561105 + Penalty 2436.231637 = -150705.329468
  nChanged 2
		SP:Iteration 24Q (188870.250000 sec): 3 clusters
  Score: Raw -153142.850122 + Penalty 2436.231637 = -150706.618485
  nChanged 2
		SP:Iteration 25Q (188870.440000 sec): 3 clusters
  Score: Raw -153144.058294 + Penalty 2436.231637 = -150707.826657
  nChanged 2
		SP:Iteration 26Q (188870.610000 sec): 3 clusters
  Score: Raw -153145.169506 + Penalty 2436.231637 = -150708.937869
  nChanged 0
		SP:Iteration 27F (188870.850000 sec): 3 clusters
  Score: Raw -153145.169506 + Penalty 2436.231637 = -150708.937869
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 38 (44755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188871.190000 sec): 2 clusters
  Score: Raw -4230196.664974 + Penalty 1740.205748 = -4228456.459226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188871.590000 sec): 3 clusters
  Score: Raw -4201923.717208 + Penalty 3480.411496 = -4198443.305712
  nChanged 20972
		SP:Iteration 1F (188871.970000 sec): 3 clusters
  Score: Raw -4213493.118349 + Penalty 3480.411496 = -4210012.706853
  nChanged 1523
		SP:Iteration 2Q (188872.360000 sec): 3 clusters
  Score: Raw -4213859.008906 + Penalty 3480.411496 = -4210378.597410
  nChanged 1524
		SP:Iteration 3Q (188872.770000 sec): 3 clusters
  Score: Raw -4214248.359975 + Penalty 3480.411496 = -4210767.948479
  nChanged 1523
		SP:Iteration 4Q (188873.190000 sec): 3 clusters
  Score: Raw -4214723.466430 + Penalty 3480.411496 = -4211243.054934
  nChanged 1752
		SP:Iteration 5Q (188873.610000 sec): 3 clusters
  Score: Raw -4215409.602132 + Penalty 3480.411496 = -4211929.190636
  nChanged 2115
		SP:Iteration 6Q (188874.040000 sec): 3 clusters
  Score: Raw -4216505.953753 + Penalty 3480.411496 = -4213025.542257
  nChanged 2698
		SP:Iteration 7F (188874.430000 sec): 3 clusters
  Score: Raw -4218310.492652 + Penalty 3480.411496 = -4214830.081156
  nChanged 3234
		SP:Iteration 8F (188874.790000 sec): 3 clusters
  Score: Raw -4220969.673927 + Penalty 3480.411496 = -4217489.262431
  nChanged 3481
		SP:Iteration 9F (188875.250000 sec): 3 clusters
  Score: Raw -4224185.865929 + Penalty 3480.411496 = -4220705.454433
  nChanged 2944
		SP:Iteration 10F (188875.620000 sec): 3 clusters
  Score: Raw -4226996.718371 + Penalty 3480.411496 = -4223516.306875
  nChanged 1912
		SP:Iteration 11Q (188875.980000 sec): 3 clusters
  Score: Raw -4228805.975453 + Penalty 3480.411496 = -4225325.563957
  nChanged 965
		SP:Iteration 12Q (188876.410000 sec): 3 clusters
  Score: Raw -4229683.093019 + Penalty 3480.411496 = -4226202.681523
  nChanged 404
		SP:Iteration 13Q (188876.770000 sec): 3 clusters
  Score: Raw -4230058.560858 + Penalty 3480.411496 = -4226578.149362
  nChanged 156
		SP:Iteration 14Q (188877.130000 sec): 3 clusters
  Score: Raw -4230214.342931 + Penalty 3480.411496 = -4226733.931435
  nChanged 57
		SP:Iteration 15Q (188877.520000 sec): 3 clusters
  Score: Raw -4230286.679066 + Penalty 3480.411496 = -4226806.267570
  nChanged 34
		SP:Iteration 16Q (188877.850000 sec): 3 clusters
  Score: Raw -4230325.830008 + Penalty 3480.411496 = -4226845.418512
  nChanged 20
		SP:Iteration 17Q (188878.190000 sec): 3 clusters
  Score: Raw -4230355.979876 + Penalty 3480.411496 = -4226875.568379
  nChanged 14
		SP:Iteration 18Q (188878.580000 sec): 3 clusters
  Score: Raw -4230374.857020 + Penalty 3480.411496 = -4226894.445524
  nChanged 8
		SP:Iteration 19Q (188878.950000 sec): 3 clusters
  Score: Raw -4230384.960151 + Penalty 3480.411496 = -4226904.548655
  nChanged 5
		SP:Iteration 20F (188879.320000 sec): 3 clusters
  Score: Raw -4230390.537737 + Penalty 3480.411496 = -4226910.126241
  nChanged 2
		SP:Iteration 21Q (188879.740000 sec): 3 clusters
  Score: Raw -4230392.448451 + Penalty 3480.411496 = -4226912.036955
  nChanged 1
		SP:Iteration 22Q (188880.090000 sec): 3 clusters
  Score: Raw -4230393.224851 + Penalty 3480.411496 = -4226912.813355
  nChanged 1
		SP:Iteration 23Q (188880.500000 sec): 3 clusters
  Score: Raw -4230394.639975 + Penalty 3480.411496 = -4226914.228479
  nChanged 2
		SP:Iteration 24Q (188880.900000 sec): 3 clusters
  Score: Raw -4230398.414996 + Penalty 3480.411496 = -4226918.003500
  nChanged 1
		SP:Iteration 25Q (188881.290000 sec): 3 clusters
  Score: Raw -4230399.527612 + Penalty 3480.411496 = -4226919.116116
  nChanged 1
		SP:Iteration 26Q (188881.690000 sec): 3 clusters
  Score: Raw -4230401.453125 + Penalty 3480.411496 = -4226921.041629
  nChanged 2
		SP:Iteration 27Q (188882.030000 sec): 3 clusters
  Score: Raw -4230404.804064 + Penalty 3480.411496 = -4226924.392568
  nChanged 4
		SP:Iteration 28Q (188882.390000 sec): 3 clusters
  Score: Raw -4230411.524936 + Penalty 3480.411496 = -4226931.113440
  nChanged 1
		SP:Iteration 29Q (188882.790000 sec): 3 clusters
  Score: Raw -4230412.229992 + Penalty 3480.411496 = -4226931.818496
  nChanged 0
		SP:Iteration 30F (188883.150000 sec): 3 clusters
  Score: Raw -4230412.229992 + Penalty 3480.411496 = -4226931.818496
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 39 (9222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188883.270000 sec): 2 clusters
  Score: Raw -755460.907231 + Penalty 1483.518922 = -753977.388309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188883.520000 sec): 3 clusters
  Score: Raw -750234.188182 + Penalty 2967.037844 = -747267.150338
  nChanged 3961
		SP:Iteration 1F (188883.750000 sec): 3 clusters
  Score: Raw -752296.268080 + Penalty 2967.037844 = -749329.230236
  nChanged 523
		SP:Iteration 2F (188883.970000 sec): 3 clusters
  Score: Raw -752486.602400 + Penalty 2967.037844 = -749519.564556
  nChanged 401
		SP:Iteration 3Q (188884.220000 sec): 3 clusters
  Score: Raw -752635.758714 + Penalty 2967.037844 = -749668.720870
  nChanged 342
		SP:Iteration 4Q (188884.500000 sec): 3 clusters
  Score: Raw -752737.546247 + Penalty 2967.037844 = -749770.508403
  nChanged 285
		SP:Iteration 5Q (188884.710000 sec): 3 clusters
  Score: Raw -752830.761180 + Penalty 2967.037844 = -749863.723336
  nChanged 282
		SP:Iteration 6Q (188884.950000 sec): 3 clusters
  Score: Raw -752927.066901 + Penalty 2967.037844 = -749960.029057
  nChanged 299
		SP:Iteration 7Q (188885.240000 sec): 3 clusters
  Score: Raw -753032.312672 + Penalty 2967.037844 = -750065.274828
  nChanged 302
		SP:Iteration 8Q (188885.430000 sec): 3 clusters
  Score: Raw -753150.068072 + Penalty 2967.037844 = -750183.030227
  nChanged 342
		SP:Iteration 9Q (188885.660000 sec): 3 clusters
  Score: Raw -753310.188826 + Penalty 2967.037844 = -750343.150981
  nChanged 416
		SP:Iteration 10Q (188885.890000 sec): 3 clusters
  Score: Raw -753549.580901 + Penalty 2967.037844 = -750582.543057
  nChanged 508
		SP:Iteration 11F (188886.080000 sec): 3 clusters
  Score: Raw -753908.943396 + Penalty 2967.037844 = -750941.905552
  nChanged 554
		SP:Iteration 12F (188886.280000 sec): 3 clusters
  Score: Raw -754346.867353 + Penalty 2967.037844 = -751379.829508
  nChanged 488
		SP:Iteration 13F (188886.510000 sec): 3 clusters
  Score: Raw -754765.835643 + Penalty 2967.037844 = -751798.797799
  nChanged 400
		SP:Iteration 14Q (188886.770000 sec): 3 clusters
  Score: Raw -755136.208786 + Penalty 2967.037844 = -752169.170942
  nChanged 274
		SP:Iteration 15Q (188886.980000 sec): 3 clusters
  Score: Raw -755397.185791 + Penalty 2967.037844 = -752430.147947
  nChanged 155
		SP:Iteration 16Q (188887.190000 sec): 3 clusters
  Score: Raw -755545.747523 + Penalty 2967.037844 = -752578.709679
  nChanged 86
		SP:Iteration 17Q (188887.410000 sec): 3 clusters
  Score: Raw -755637.021668 + Penalty 2967.037844 = -752669.983824
  nChanged 47
		SP:Iteration 18Q (188887.590000 sec): 3 clusters
  Score: Raw -755683.703832 + Penalty 2967.037844 = -752716.665987
  nChanged 29
		SP:Iteration 19Q (188887.820000 sec): 3 clusters
  Score: Raw -755712.392976 + Penalty 2967.037844 = -752745.355132
  nChanged 13
		SP:Iteration 20F (188888.040000 sec): 3 clusters
  Score: Raw -755730.302357 + Penalty 2967.037844 = -752763.264513
  nChanged 12
		SP:Iteration 21Q (188888.310000 sec): 3 clusters
  Score: Raw -755740.455285 + Penalty 2967.037844 = -752773.417441
  nChanged 3
		SP:Iteration 22Q (188888.510000 sec): 3 clusters
  Score: Raw -755745.101572 + Penalty 2967.037844 = -752778.063728
  nChanged 3
		SP:Iteration 23Q (188888.730000 sec): 3 clusters
  Score: Raw -755747.122195 + Penalty 2967.037844 = -752780.084351
  nChanged 4
		SP:Iteration 24Q (188888.970000 sec): 3 clusters
  Score: Raw -755752.278771 + Penalty 2967.037844 = -752785.240927
  nChanged 2
		SP:Iteration 25Q (188889.170000 sec): 3 clusters
  Score: Raw -755753.534383 + Penalty 2967.037844 = -752786.496538
  nChanged 0
		SP:Iteration 26F (188889.370000 sec): 3 clusters
  Score: Raw -755753.534383 + Penalty 2967.037844 = -752786.496538
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 40 (3281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188889.480000 sec): 2 clusters
  Score: Raw -276259.475191 + Penalty 1315.584324 = -274943.890867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188889.680000 sec): 3 clusters
  Score: Raw -274701.084279 + Penalty 2631.168648 = -272069.915631
  nChanged 1240
		SP:Iteration 1F (188889.870000 sec): 3 clusters
  Score: Raw -275417.052209 + Penalty 2631.168648 = -272785.883561
  nChanged 240
		SP:Iteration 2F (188890.050000 sec): 3 clusters
  Score: Raw -275563.429716 + Penalty 2631.168648 = -272932.261067
  nChanged 169
		SP:Iteration 3F (188890.210000 sec): 3 clusters
  Score: Raw -275670.554892 + Penalty 2631.168648 = -273039.386244
  nChanged 151
		SP:Iteration 4Q (188890.390000 sec): 3 clusters
  Score: Raw -275771.670835 + Penalty 2631.168648 = -273140.502187
  nChanged 160
		SP:Iteration 5Q (188890.580000 sec): 3 clusters
  Score: Raw -275897.040772 + Penalty 2631.168648 = -273265.872124
  nChanged 163
		SP:Iteration 6Q (188890.740000 sec): 3 clusters
  Score: Raw -276025.903051 + Penalty 2631.168648 = -273394.734403
  nChanged 158
		SP:Iteration 7Q (188890.960000 sec): 3 clusters
  Score: Raw -276144.438107 + Penalty 2631.168648 = -273513.269459
  nChanged 130
		SP:Iteration 8Q (188891.110000 sec): 3 clusters
  Score: Raw -276228.537181 + Penalty 2631.168648 = -273597.368532
  nChanged 108
		SP:Iteration 9Q (188891.300000 sec): 3 clusters
  Score: Raw -276291.619862 + Penalty 2631.168648 = -273660.451213
  nChanged 80
		SP:Iteration 10Q (188891.440000 sec): 3 clusters
  Score: Raw -276336.602896 + Penalty 2631.168648 = -273705.434248
  nChanged 67
		SP:Iteration 11Q (188891.610000 sec): 3 clusters
  Score: Raw -276374.822724 + Penalty 2631.168648 = -273743.654076
  nChanged 64
		SP:Iteration 12Q (188891.770000 sec): 3 clusters
  Score: Raw -276406.552689 + Penalty 2631.168648 = -273775.384041
  nChanged 51
		SP:Iteration 13Q (188891.950000 sec): 3 clusters
  Score: Raw -276432.219345 + Penalty 2631.168648 = -273801.050696
  nChanged 39
		SP:Iteration 14Q (188892.140000 sec): 3 clusters
  Score: Raw -276451.151504 + Penalty 2631.168648 = -273819.982856
  nChanged 24
		SP:Iteration 15Q (188892.320000 sec): 3 clusters
  Score: Raw -276460.000820 + Penalty 2631.168648 = -273828.832172
  nChanged 18
		SP:Iteration 16Q (188892.520000 sec): 3 clusters
  Score: Raw -276466.829460 + Penalty 2631.168648 = -273835.660812
  nChanged 16
		SP:Iteration 17Q (188892.690000 sec): 3 clusters
  Score: Raw -276472.907199 + Penalty 2631.168648 = -273841.738551
  nChanged 9
		SP:Iteration 18Q (188892.870000 sec): 3 clusters
  Score: Raw -276478.113817 + Penalty 2631.168648 = -273846.945169
  nChanged 13
		SP:Iteration 19Q (188893.020000 sec): 3 clusters
  Score: Raw -276485.921089 + Penalty 2631.168648 = -273854.752440
  nChanged 12
		SP:Iteration 20F (188893.250000 sec): 3 clusters
  Score: Raw -276490.948842 + Penalty 2631.168648 = -273859.780194
  nChanged 12
		SP:Iteration 21Q (188893.420000 sec): 3 clusters
  Score: Raw -276495.268621 + Penalty 2631.168648 = -273864.099973
  nChanged 8
		SP:Iteration 22Q (188893.590000 sec): 3 clusters
  Score: Raw -276498.822381 + Penalty 2631.168648 = -273867.653733
  nChanged 9
		SP:Iteration 23Q (188893.750000 sec): 3 clusters
  Score: Raw -276503.114544 + Penalty 2631.168648 = -273871.945896
  nChanged 13
		SP:Iteration 24Q (188893.920000 sec): 3 clusters
  Score: Raw -276508.321262 + Penalty 2631.168648 = -273877.152614
  nChanged 10
		SP:Iteration 25Q (188894.110000 sec): 3 clusters
  Score: Raw -276513.210978 + Penalty 2631.168648 = -273882.042329
  nChanged 8
		SP:Iteration 26Q (188894.270000 sec): 3 clusters
  Score: Raw -276515.690829 + Penalty 2631.168648 = -273884.522181
  nChanged 6
		SP:Iteration 27Q (188894.490000 sec): 3 clusters
  Score: Raw -276518.796670 + Penalty 2631.168648 = -273887.628021
  nChanged 9
		SP:Iteration 28Q (188894.650000 sec): 3 clusters
  Score: Raw -276523.376849 + Penalty 2631.168648 = -273892.208201
  nChanged 13
		SP:Iteration 29Q (188894.830000 sec): 3 clusters
  Score: Raw -276531.273761 + Penalty 2631.168648 = -273900.105112
  nChanged 8
		SP:Iteration 30Q (188895.040000 sec): 3 clusters
  Score: Raw -276535.684745 + Penalty 2631.168648 = -273904.516096
  nChanged 11
		SP:Iteration 31Q (188895.260000 sec): 3 clusters
  Score: Raw -276539.257850 + Penalty 2631.168648 = -273908.089202
  nChanged 6
		SP:Iteration 32Q (188895.500000 sec): 3 clusters
  Score: Raw -276542.162410 + Penalty 2631.168648 = -273910.993762
  nChanged 5
		SP:Iteration 33Q (188895.740000 sec): 3 clusters
  Score: Raw -276543.799754 + Penalty 2631.168648 = -273912.631106
  nChanged 1
		SP:Iteration 34Q (188895.940000 sec): 3 clusters
  Score: Raw -276544.701703 + Penalty 2631.168648 = -273913.533055
  nChanged 3
		SP:Iteration 35Q (188896.140000 sec): 3 clusters
  Score: Raw -276545.773790 + Penalty 2631.168648 = -273914.605142
  nChanged 4
		SP:Iteration 36Q (188896.300000 sec): 3 clusters
  Score: Raw -276547.437880 + Penalty 2631.168648 = -273916.269231
  nChanged 2
		SP:Iteration 37Q (188896.500000 sec): 3 clusters
  Score: Raw -276547.955413 + Penalty 2631.168648 = -273916.786765
  nChanged 0
		SP:Iteration 38F (188896.660000 sec): 3 clusters
  Score: Raw -276547.955413 + Penalty 2631.168648 = -273916.786765
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 41 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188896.750000 sec): 2 clusters
  Score: Raw -17021.512503 + Penalty 897.886103 = -16123.626401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188896.950000 sec): 3 clusters
  Score: Raw -17059.453722 + Penalty 1795.772205 = -15263.681517
  nChanged 50
		SP:Iteration 1F (188897.140000 sec): 3 clusters
  Score: Raw -17209.323344 + Penalty 1795.772205 = -15413.551139
  nChanged 17
		SP:Iteration 2F (188897.360000 sec): 3 clusters
  Score: Raw -17264.109165 + Penalty 1795.772205 = -15468.336960
  nChanged 6
		SP:Iteration 3Q (188897.570000 sec): 3 clusters
  Score: Raw -17283.236906 + Penalty 1795.772205 = -15487.464701
  nChanged 4
		SP:Iteration 4Q (188897.780000 sec): 3 clusters
  Score: Raw -17295.800596 + Penalty 1795.772205 = -15500.028390
  nChanged 3
		SP:Iteration 5Q (188898.000000 sec): 3 clusters
  Score: Raw -17301.157814 + Penalty 1795.772205 = -15505.385609
  nChanged 1
		SP:Iteration 6Q (188898.290000 sec): 3 clusters
  Score: Raw -17302.649242 + Penalty 1795.772205 = -15506.877037
  nChanged 0
		SP:Iteration 7F (188898.460000 sec): 3 clusters
  Score: Raw -17302.649242 + Penalty 1795.772205 = -15506.877037
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 42 (3144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188898.590000 sec): 2 clusters
  Score: Raw -225074.986128 + Penalty 1308.653312 = -223766.332816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188898.810000 sec): 3 clusters
  Score: Raw -223618.495563 + Penalty 2617.306625 = -221001.188938
  nChanged 1205
		SP:Iteration 1F (188899.040000 sec): 3 clusters
  Score: Raw -224510.511283 + Penalty 2617.306625 = -221893.204658
  nChanged 317
		SP:Iteration 2F (188899.230000 sec): 3 clusters
  Score: Raw -224861.174188 + Penalty 2617.306625 = -222243.867563
  nChanged 243
		SP:Iteration 3F (188899.430000 sec): 3 clusters
  Score: Raw -225162.490771 + Penalty 2617.306625 = -222545.184146
  nChanged 225
		SP:Iteration 4F (188899.640000 sec): 3 clusters
  Score: Raw -225393.493911 + Penalty 2617.306625 = -222776.187286
  nChanged 183
		SP:Iteration 5F (188899.860000 sec): 3 clusters
  Score: Raw -225549.286633 + Penalty 2617.306625 = -222931.980008
  nChanged 147
		SP:Iteration 6Q (188900.100000 sec): 3 clusters
  Score: Raw -225667.965665 + Penalty 2617.306625 = -223050.659040
  nChanged 113
		SP:Iteration 7Q (188900.360000 sec): 3 clusters
  Score: Raw -225763.017873 + Penalty 2617.306625 = -223145.711248
  nChanged 95
		SP:Iteration 8Q (188900.540000 sec): 3 clusters
  Score: Raw -225827.715838 + Penalty 2617.306625 = -223210.409213
  nChanged 77
		SP:Iteration 9Q (188900.780000 sec): 3 clusters
  Score: Raw -225866.165477 + Penalty 2617.306625 = -223248.858852
  nChanged 45
		SP:Iteration 10Q (188901.000000 sec): 3 clusters
  Score: Raw -225887.132179 + Penalty 2617.306625 = -223269.825554
  nChanged 34
		SP:Iteration 11Q (188901.180000 sec): 3 clusters
  Score: Raw -225899.826403 + Penalty 2617.306625 = -223282.519778
  nChanged 22
		SP:Iteration 12Q (188901.400000 sec): 3 clusters
  Score: Raw -225911.713140 + Penalty 2617.306625 = -223294.406515
  nChanged 22
		SP:Iteration 13Q (188901.620000 sec): 3 clusters
  Score: Raw -225919.134603 + Penalty 2617.306625 = -223301.827978
  nChanged 11
		SP:Iteration 14Q (188901.830000 sec): 3 clusters
  Score: Raw -225923.200159 + Penalty 2617.306625 = -223305.893534
  nChanged 9
		SP:Iteration 15Q (188902.060000 sec): 3 clusters
  Score: Raw -225925.384580 + Penalty 2617.306625 = -223308.077955
  nChanged 6
		SP:Iteration 16Q (188902.250000 sec): 3 clusters
  Score: Raw -225926.839023 + Penalty 2617.306625 = -223309.532399
  nChanged 4
		SP:Iteration 17Q (188902.460000 sec): 3 clusters
  Score: Raw -225928.515971 + Penalty 2617.306625 = -223311.209346
  nChanged 3
		SP:Iteration 18Q (188902.680000 sec): 3 clusters
  Score: Raw -225929.852522 + Penalty 2617.306625 = -223312.545897
  nChanged 5
		SP:Iteration 19Q (188902.900000 sec): 3 clusters
  Score: Raw -225931.140155 + Penalty 2617.306625 = -223313.833530
  nChanged 4
		SP:Iteration 20F (188903.090000 sec): 3 clusters
  Score: Raw -225932.119763 + Penalty 2617.306625 = -223314.813138
  nChanged 3
		SP:Iteration 21Q (188903.240000 sec): 3 clusters
  Score: Raw -225935.001374 + Penalty 2617.306625 = -223317.694749
  nChanged 10
		SP:Iteration 22Q (188903.450000 sec): 3 clusters
  Score: Raw -225940.547045 + Penalty 2617.306625 = -223323.240420
  nChanged 5
		SP:Iteration 23Q (188903.620000 sec): 3 clusters
  Score: Raw -225944.231685 + Penalty 2617.306625 = -223326.925060
  nChanged 10
		SP:Iteration 24Q (188903.760000 sec): 3 clusters
  Score: Raw -225948.889160 + Penalty 2617.306625 = -223331.582535
  nChanged 12
		SP:Iteration 25Q (188903.960000 sec): 3 clusters
  Score: Raw -225953.972398 + Penalty 2617.306625 = -223336.665773
  nChanged 11
		SP:Iteration 26Q (188904.170000 sec): 3 clusters
  Score: Raw -225958.264745 + Penalty 2617.306625 = -223340.958120
  nChanged 14
		SP:Iteration 27Q (188904.350000 sec): 3 clusters
  Score: Raw -225965.717095 + Penalty 2617.306625 = -223348.410470
  nChanged 13
		SP:Iteration 28Q (188904.550000 sec): 3 clusters
  Score: Raw -225968.573411 + Penalty 2617.306625 = -223351.266786
  nChanged 7
		SP:Iteration 29Q (188904.760000 sec): 3 clusters
  Score: Raw -225970.502527 + Penalty 2617.306625 = -223353.195902
  nChanged 7
		SP:Iteration 30Q (188904.980000 sec): 3 clusters
  Score: Raw -225973.321540 + Penalty 2617.306625 = -223356.014915
  nChanged 5
		SP:Iteration 31Q (188905.180000 sec): 3 clusters
  Score: Raw -225974.674246 + Penalty 2617.306625 = -223357.367621
  nChanged 4
		SP:Iteration 32Q (188905.380000 sec): 3 clusters
  Score: Raw -225976.025687 + Penalty 2617.306625 = -223358.719062
  nChanged 1
		SP:Iteration 33Q (188905.590000 sec): 3 clusters
  Score: Raw -225976.239852 + Penalty 2617.306625 = -223358.933227
  nChanged 1
		SP:Iteration 34Q (188905.800000 sec): 3 clusters
  Score: Raw -225976.503620 + Penalty 2617.306625 = -223359.196995
  nChanged 1
		SP:Iteration 35Q (188906.010000 sec): 3 clusters
  Score: Raw -225976.632063 + Penalty 2617.306625 = -223359.325438
  nChanged 0
		SP:Iteration 36F (188906.210000 sec): 3 clusters
  Score: Raw -225976.632063 + Penalty 2617.306625 = -223359.325438
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 43 (10968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188906.370000 sec): 2 clusters
  Score: Raw -943425.287092 + Penalty 1511.694798 = -941913.592293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188906.640000 sec): 3 clusters
  Score: Raw -937184.913173 + Penalty 3023.389597 = -934161.523576
  nChanged 4759
		SP:Iteration 1F (188906.900000 sec): 3 clusters
  Score: Raw -939675.657570 + Penalty 3023.389597 = -936652.267974
  nChanged 653
		SP:Iteration 2F (188907.130000 sec): 3 clusters
  Score: Raw -939976.731546 + Penalty 3023.389597 = -936953.341949
  nChanged 589
		SP:Iteration 3F (188907.360000 sec): 3 clusters
  Score: Raw -940233.751694 + Penalty 3023.389597 = -937210.362097
  nChanged 520
		SP:Iteration 4Q (188907.620000 sec): 3 clusters
  Score: Raw -940454.081620 + Penalty 3023.389597 = -937430.692024
  nChanged 457
		SP:Iteration 5Q (188907.840000 sec): 3 clusters
  Score: Raw -940658.502375 + Penalty 3023.389597 = -937635.112779
  nChanged 433
		SP:Iteration 6Q (188908.100000 sec): 3 clusters
  Score: Raw -940864.784699 + Penalty 3023.389597 = -937841.395102
  nChanged 430
		SP:Iteration 7Q (188908.340000 sec): 3 clusters
  Score: Raw -941067.521639 + Penalty 3023.389597 = -938044.132042
  nChanged 393
		SP:Iteration 8Q (188908.580000 sec): 3 clusters
  Score: Raw -941248.150927 + Penalty 3023.389597 = -938224.761330
  nChanged 382
		SP:Iteration 9Q (188908.790000 sec): 3 clusters
  Score: Raw -941422.278834 + Penalty 3023.389597 = -938398.889237
  nChanged 350
		SP:Iteration 10Q (188909.000000 sec): 3 clusters
  Score: Raw -941573.961089 + Penalty 3023.389597 = -938550.571492
  nChanged 326
		SP:Iteration 11Q (188909.240000 sec): 3 clusters
  Score: Raw -941720.493122 + Penalty 3023.389597 = -938697.103525
  nChanged 300
		SP:Iteration 12Q (188909.470000 sec): 3 clusters
  Score: Raw -941839.668721 + Penalty 3023.389597 = -938816.279124
  nChanged 290
		SP:Iteration 13Q (188909.680000 sec): 3 clusters
  Score: Raw -941965.588096 + Penalty 3023.389597 = -938942.198499
  nChanged 308
		SP:Iteration 14Q (188909.850000 sec): 3 clusters
  Score: Raw -942108.106971 + Penalty 3023.389597 = -939084.717374
  nChanged 337
		SP:Iteration 15Q (188910.090000 sec): 3 clusters
  Score: Raw -942266.371612 + Penalty 3023.389597 = -939242.982015
  nChanged 318
		SP:Iteration 16Q (188910.330000 sec): 3 clusters
  Score: Raw -942402.905277 + Penalty 3023.389597 = -939379.515680
  nChanged 336
		SP:Iteration 17Q (188910.520000 sec): 3 clusters
  Score: Raw -942571.707847 + Penalty 3023.389597 = -939548.318250
  nChanged 347
		SP:Iteration 18Q (188910.730000 sec): 3 clusters
  Score: Raw -942743.551693 + Penalty 3023.389597 = -939720.162096
  nChanged 328
		SP:Iteration 19Q (188910.970000 sec): 3 clusters
  Score: Raw -942909.311153 + Penalty 3023.389597 = -939885.921556
  nChanged 307
		SP:Iteration 20F (188911.220000 sec): 3 clusters
  Score: Raw -943055.676294 + Penalty 3023.389597 = -940032.286697
  nChanged 259
		SP:Iteration 21Q (188911.450000 sec): 3 clusters
  Score: Raw -943195.642979 + Penalty 3023.389597 = -940172.253382
  nChanged 213
		SP:Iteration 22Q (188911.690000 sec): 3 clusters
  Score: Raw -943303.179852 + Penalty 3023.389597 = -940279.790255
  nChanged 176
		SP:Iteration 23Q (188911.910000 sec): 3 clusters
  Score: Raw -943386.064806 + Penalty 3023.389597 = -940362.675209
  nChanged 135
		SP:Iteration 24Q (188912.140000 sec): 3 clusters
  Score: Raw -943446.169229 + Penalty 3023.389597 = -940422.779632
  nChanged 109
		SP:Iteration 25Q (188912.370000 sec): 3 clusters
  Score: Raw -943493.618020 + Penalty 3023.389597 = -940470.228423
  nChanged 98
		SP:Iteration 26Q (188912.600000 sec): 3 clusters
  Score: Raw -943531.637856 + Penalty 3023.389597 = -940508.248259
  nChanged 74
		SP:Iteration 27Q (188912.830000 sec): 3 clusters
  Score: Raw -943560.799421 + Penalty 3023.389597 = -940537.409824
  nChanged 61
		SP:Iteration 28Q (188913.100000 sec): 3 clusters
  Score: Raw -943584.553699 + Penalty 3023.389597 = -940561.164102
  nChanged 52
		SP:Iteration 29Q (188913.400000 sec): 3 clusters
  Score: Raw -943607.793543 + Penalty 3023.389597 = -940584.403946
  nChanged 55
		SP:Iteration 30Q (188913.620000 sec): 3 clusters
  Score: Raw -943633.298706 + Penalty 3023.389597 = -940609.909109
  nChanged 53
		SP:Iteration 31Q (188913.890000 sec): 3 clusters
  Score: Raw -943654.092478 + Penalty 3023.389597 = -940630.702881
  nChanged 46
		SP:Iteration 32Q (188914.170000 sec): 3 clusters
  Score: Raw -943676.157846 + Penalty 3023.389597 = -940652.768249
  nChanged 35
		SP:Iteration 33Q (188914.420000 sec): 3 clusters
  Score: Raw -943691.544620 + Penalty 3023.389597 = -940668.155023
  nChanged 26
		SP:Iteration 34Q (188914.680000 sec): 3 clusters
  Score: Raw -943703.061221 + Penalty 3023.389597 = -940679.671624
  nChanged 20
		SP:Iteration 35Q (188914.960000 sec): 3 clusters
  Score: Raw -943711.143627 + Penalty 3023.389597 = -940687.754031
  nChanged 22
		SP:Iteration 36Q (188915.230000 sec): 3 clusters
  Score: Raw -943717.822414 + Penalty 3023.389597 = -940694.432817
  nChanged 14
		SP:Iteration 37Q (188915.550000 sec): 3 clusters
  Score: Raw -943723.436030 + Penalty 3023.389597 = -940700.046433
  nChanged 11
		SP:Iteration 38Q (188915.780000 sec): 3 clusters
  Score: Raw -943727.979378 + Penalty 3023.389597 = -940704.589781
  nChanged 14
		SP:Iteration 39Q (188916.030000 sec): 3 clusters
  Score: Raw -943733.802063 + Penalty 3023.389597 = -940710.412466
  nChanged 9
		SP:Iteration 40F (188916.310000 sec): 3 clusters
  Score: Raw -943736.959170 + Penalty 3023.389597 = -940713.569573
  nChanged 10
		SP:Iteration 41Q (188916.550000 sec): 3 clusters
  Score: Raw -943740.549984 + Penalty 3023.389597 = -940717.160388
  nChanged 9
		SP:Iteration 42Q (188916.800000 sec): 3 clusters
  Score: Raw -943744.701187 + Penalty 3023.389597 = -940721.311590
  nChanged 10
		SP:Iteration 43Q (188917.060000 sec): 3 clusters
  Score: Raw -943748.272033 + Penalty 3023.389597 = -940724.882436
  nChanged 5
		SP:Iteration 44Q (188917.340000 sec): 3 clusters
  Score: Raw -943751.367960 + Penalty 3023.389597 = -940727.978363
  nChanged 10
		SP:Iteration 45Q (188917.640000 sec): 3 clusters
  Score: Raw -943754.791009 + Penalty 3023.389597 = -940731.401413
  nChanged 8
		SP:Iteration 46Q (188917.870000 sec): 3 clusters
  Score: Raw -943757.108602 + Penalty 3023.389597 = -940733.719005
  nChanged 2
		SP:Iteration 47Q (188918.140000 sec): 3 clusters
  Score: Raw -943757.728608 + Penalty 3023.389597 = -940734.339011
  nChanged 2
		SP:Iteration 48Q (188918.420000 sec): 3 clusters
  Score: Raw -943758.416612 + Penalty 3023.389597 = -940735.027015
  nChanged 1
		SP:Iteration 49Q (188918.620000 sec): 3 clusters
  Score: Raw -943758.601913 + Penalty 3023.389597 = -940735.212316
  nChanged 1
		SP:Iteration 50Q (188918.900000 sec): 3 clusters
  Score: Raw -943758.872736 + Penalty 3023.389597 = -940735.483139
  nChanged 0
		SP:Iteration 51F (188919.170000 sec): 3 clusters
  Score: Raw -943758.872736 + Penalty 3023.389597 = -940735.483139
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 44 (6267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188919.300000 sec): 2 clusters
  Score: Raw -532123.288455 + Penalty 1420.746121 = -530702.542335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188919.540000 sec): 3 clusters
  Score: Raw -528757.997050 + Penalty 2841.492241 = -525916.504809
  nChanged 2619
		SP:Iteration 1F (188919.780000 sec): 3 clusters
  Score: Raw -530162.443152 + Penalty 2841.492241 = -527320.950911
  nChanged 436
		SP:Iteration 2F (188920.060000 sec): 3 clusters
  Score: Raw -530405.495075 + Penalty 2841.492241 = -527564.002834
  nChanged 379
		SP:Iteration 3F (188920.260000 sec): 3 clusters
  Score: Raw -530589.561100 + Penalty 2841.492241 = -527748.068859
  nChanged 313
		SP:Iteration 4Q (188920.510000 sec): 3 clusters
  Score: Raw -530746.284132 + Penalty 2841.492241 = -527904.791891
  nChanged 273
		SP:Iteration 5Q (188920.770000 sec): 3 clusters
  Score: Raw -530908.065340 + Penalty 2841.492241 = -528066.573098
  nChanged 262
		SP:Iteration 6Q (188921.000000 sec): 3 clusters
  Score: Raw -531070.009945 + Penalty 2841.492241 = -528228.517704
  nChanged 261
		SP:Iteration 7Q (188921.240000 sec): 3 clusters
  Score: Raw -531223.642851 + Penalty 2841.492241 = -528382.150609
  nChanged 233
		SP:Iteration 8Q (188921.470000 sec): 3 clusters
  Score: Raw -531365.398763 + Penalty 2841.492241 = -528523.906521
  nChanged 213
		SP:Iteration 9Q (188921.660000 sec): 3 clusters
  Score: Raw -531507.906240 + Penalty 2841.492241 = -528666.413998
  nChanged 203
		SP:Iteration 10Q (188921.860000 sec): 3 clusters
  Score: Raw -531645.732979 + Penalty 2841.492241 = -528804.240737
  nChanged 157
		SP:Iteration 11Q (188922.120000 sec): 3 clusters
  Score: Raw -531737.446653 + Penalty 2841.492241 = -528895.954412
  nChanged 134
		SP:Iteration 12Q (188922.340000 sec): 3 clusters
  Score: Raw -531813.865325 + Penalty 2841.492241 = -528972.373084
  nChanged 123
		SP:Iteration 13Q (188922.540000 sec): 3 clusters
  Score: Raw -531890.341143 + Penalty 2841.492241 = -529048.848901
  nChanged 104
		SP:Iteration 14Q (188922.740000 sec): 3 clusters
  Score: Raw -531952.336772 + Penalty 2841.492241 = -529110.844530
  nChanged 85
		SP:Iteration 15Q (188922.960000 sec): 3 clusters
  Score: Raw -532002.844837 + Penalty 2841.492241 = -529161.352596
  nChanged 95
		SP:Iteration 16Q (188923.200000 sec): 3 clusters
  Score: Raw -532070.543414 + Penalty 2841.492241 = -529229.051173
  nChanged 87
		SP:Iteration 17Q (188923.400000 sec): 3 clusters
  Score: Raw -532127.160577 + Penalty 2841.492241 = -529285.668335
  nChanged 88
		SP:Iteration 18Q (188923.590000 sec): 3 clusters
  Score: Raw -532175.643679 + Penalty 2841.492241 = -529334.151438
  nChanged 77
		SP:Iteration 19Q (188923.820000 sec): 3 clusters
  Score: Raw -532217.619811 + Penalty 2841.492241 = -529376.127569
  nChanged 81
		SP:Iteration 20F (188924.060000 sec): 3 clusters
  Score: Raw -532267.847572 + Penalty 2841.492241 = -529426.355331
  nChanged 81
		SP:Iteration 21Q (188924.260000 sec): 3 clusters
  Score: Raw -532310.097449 + Penalty 2841.492241 = -529468.605208
  nChanged 56
		SP:Iteration 22Q (188924.430000 sec): 3 clusters
  Score: Raw -532339.057945 + Penalty 2841.492241 = -529497.565703
  nChanged 53
		SP:Iteration 23Q (188924.660000 sec): 3 clusters
  Score: Raw -532372.253743 + Penalty 2841.492241 = -529530.761501
  nChanged 47
		SP:Iteration 24Q (188924.850000 sec): 3 clusters
  Score: Raw -532398.988232 + Penalty 2841.492241 = -529557.495991
  nChanged 41
		SP:Iteration 25Q (188925.090000 sec): 3 clusters
  Score: Raw -532415.525404 + Penalty 2841.492241 = -529574.033163
  nChanged 27
		SP:Iteration 26Q (188925.330000 sec): 3 clusters
  Score: Raw -532435.043999 + Penalty 2841.492241 = -529593.551757
  nChanged 33
		SP:Iteration 27Q (188925.540000 sec): 3 clusters
  Score: Raw -532462.362973 + Penalty 2841.492241 = -529620.870731
  nChanged 43
		SP:Iteration 28Q (188925.770000 sec): 3 clusters
  Score: Raw -532486.982315 + Penalty 2841.492241 = -529645.490074
  nChanged 37
		SP:Iteration 29Q (188926.010000 sec): 3 clusters
  Score: Raw -532506.124919 + Penalty 2841.492241 = -529664.632678
  nChanged 33
		SP:Iteration 30Q (188926.250000 sec): 3 clusters
  Score: Raw -532522.110759 + Penalty 2841.492241 = -529680.618517
  nChanged 28
		SP:Iteration 31Q (188926.470000 sec): 3 clusters
  Score: Raw -532535.712975 + Penalty 2841.492241 = -529694.220734
  nChanged 27
		SP:Iteration 32Q (188926.700000 sec): 3 clusters
  Score: Raw -532547.907347 + Penalty 2841.492241 = -529706.415106
  nChanged 20
		SP:Iteration 33Q (188926.970000 sec): 3 clusters
  Score: Raw -532559.871962 + Penalty 2841.492241 = -529718.379721
  nChanged 21
		SP:Iteration 34Q (188927.170000 sec): 3 clusters
  Score: Raw -532569.204678 + Penalty 2841.492241 = -529727.712436
  nChanged 12
		SP:Iteration 35Q (188927.380000 sec): 3 clusters
  Score: Raw -532574.002875 + Penalty 2841.492241 = -529732.510633
  nChanged 10
		SP:Iteration 36Q (188927.560000 sec): 3 clusters
  Score: Raw -532577.804172 + Penalty 2841.492241 = -529736.311930
  nChanged 10
		SP:Iteration 37Q (188927.810000 sec): 3 clusters
  Score: Raw -532580.799113 + Penalty 2841.492241 = -529739.306871
  nChanged 4
		SP:Iteration 38Q (188927.980000 sec): 3 clusters
  Score: Raw -532582.157110 + Penalty 2841.492241 = -529740.664868
  nChanged 4
		SP:Iteration 39Q (188928.200000 sec): 3 clusters
  Score: Raw -532583.575158 + Penalty 2841.492241 = -529742.082916
  nChanged 6
		SP:Iteration 40F (188928.420000 sec): 3 clusters
  Score: Raw -532586.646115 + Penalty 2841.492241 = -529745.153873
  nChanged 5
		SP:Iteration 41Q (188928.660000 sec): 3 clusters
  Score: Raw -532588.416945 + Penalty 2841.492241 = -529746.924704
  nChanged 5
		SP:Iteration 42Q (188928.890000 sec): 3 clusters
  Score: Raw -532589.673208 + Penalty 2841.492241 = -529748.180967
  nChanged 4
		SP:Iteration 43Q (188929.080000 sec): 3 clusters
  Score: Raw -532591.131527 + Penalty 2841.492241 = -529749.639286
  nChanged 4
		SP:Iteration 44Q (188929.270000 sec): 3 clusters
  Score: Raw -532593.038673 + Penalty 2841.492241 = -529751.546432
  nChanged 5
		SP:Iteration 45Q (188929.480000 sec): 3 clusters
  Score: Raw -532594.658256 + Penalty 2841.492241 = -529753.166015
  nChanged 6
		SP:Iteration 46Q (188929.700000 sec): 3 clusters
  Score: Raw -532596.246305 + Penalty 2841.492241 = -529754.754063
  nChanged 2
		SP:Iteration 47Q (188929.900000 sec): 3 clusters
  Score: Raw -532596.896798 + Penalty 2841.492241 = -529755.404556
  nChanged 0
		SP:Iteration 48F (188930.100000 sec): 3 clusters
  Score: Raw -532596.896798 + Penalty 2841.492241 = -529755.404556
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 45 (422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188930.230000 sec): 2 clusters
  Score: Raw -34308.946549 + Penalty 982.313364 = -33326.633186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188930.430000 sec): 3 clusters
  Score: Raw -34294.627607 + Penalty 1964.626727 = -32330.000880
  nChanged 94
		SP:Iteration 1F (188930.620000 sec): 3 clusters
  Score: Raw -34416.280180 + Penalty 1964.626727 = -32451.653453
  nChanged 24
		SP:Iteration 2F (188930.760000 sec): 3 clusters
  Score: Raw -34470.972342 + Penalty 1964.626727 = -32506.345615
  nChanged 12
		SP:Iteration 3Q (188930.950000 sec): 3 clusters
  Score: Raw -34493.516474 + Penalty 1964.626727 = -32528.889747
  nChanged 1
		SP:Iteration 4Q (188931.190000 sec): 3 clusters
  Score: Raw -34494.703940 + Penalty 1964.626727 = -32530.077213
  nChanged 1
		SP:Iteration 5Q (188931.430000 sec): 3 clusters
  Score: Raw -34496.298014 + Penalty 1964.626727 = -32531.671287
  nChanged 1
		SP:Iteration 6Q (188931.630000 sec): 3 clusters
  Score: Raw -34499.266023 + Penalty 1964.626727 = -32534.639296
  nChanged 2
		SP:Iteration 7Q (188931.860000 sec): 3 clusters
  Score: Raw -34504.127812 + Penalty 1964.626727 = -32539.501085
  nChanged 1
		SP:Iteration 8Q (188932.040000 sec): 3 clusters
  Score: Raw -34504.793802 + Penalty 1964.626727 = -32540.167075
  nChanged 2
		SP:Iteration 9Q (188932.240000 sec): 3 clusters
  Score: Raw -34513.370185 + Penalty 1964.626727 = -32548.743458
  nChanged 2
		SP:Iteration 10Q (188932.450000 sec): 3 clusters
  Score: Raw -34521.264519 + Penalty 1964.626727 = -32556.637792
  nChanged 1
		SP:Iteration 11Q (188932.620000 sec): 3 clusters
  Score: Raw -34522.888576 + Penalty 1964.626727 = -32558.261849
  nChanged 0
		SP:Iteration 12F (188932.820000 sec): 3 clusters
  Score: Raw -34522.888576 + Penalty 1964.626727 = -32558.261849
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 46 (4616 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188932.960000 sec): 2 clusters
  Score: Raw -383341.682413 + Penalty 1371.058619 = -381970.623794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188933.180000 sec): 3 clusters
  Score: Raw -380971.689450 + Penalty 2742.117238 = -378229.572212
  nChanged 1855
		SP:Iteration 1F (188933.420000 sec): 3 clusters
  Score: Raw -381977.098040 + Penalty 2742.117238 = -379234.980802
  nChanged 386
		SP:Iteration 2F (188933.640000 sec): 3 clusters
  Score: Raw -382238.133315 + Penalty 2742.117238 = -379496.016078
  nChanged 315
		SP:Iteration 3F (188933.820000 sec): 3 clusters
  Score: Raw -382467.806978 + Penalty 2742.117238 = -379725.689741
  nChanged 273
		SP:Iteration 4F (188934.050000 sec): 3 clusters
  Score: Raw -382696.243681 + Penalty 2742.117238 = -379954.126444
  nChanged 255
		SP:Iteration 5F (188934.260000 sec): 3 clusters
  Score: Raw -382939.294749 + Penalty 2742.117238 = -380197.177511
  nChanged 225
		SP:Iteration 6Q (188934.430000 sec): 3 clusters
  Score: Raw -383140.070336 + Penalty 2742.117238 = -380397.953098
  nChanged 220
		SP:Iteration 7Q (188934.660000 sec): 3 clusters
  Score: Raw -383310.460251 + Penalty 2742.117238 = -380568.343013
  nChanged 158
		SP:Iteration 8Q (188934.860000 sec): 3 clusters
  Score: Raw -383437.500000 + Penalty 2742.117238 = -380695.382762
  nChanged 149
		SP:Iteration 9Q (188935.070000 sec): 3 clusters
  Score: Raw -383535.237275 + Penalty 2742.117238 = -380793.120038
  nChanged 119
		SP:Iteration 10Q (188935.250000 sec): 3 clusters
  Score: Raw -383618.858096 + Penalty 2742.117238 = -380876.740858
  nChanged 110
		SP:Iteration 11Q (188935.420000 sec): 3 clusters
  Score: Raw -383683.097945 + Penalty 2742.117238 = -380940.980708
  nChanged 83
		SP:Iteration 12Q (188935.630000 sec): 3 clusters
  Score: Raw -383727.582332 + Penalty 2742.117238 = -380985.465094
  nChanged 71
		SP:Iteration 13Q (188935.790000 sec): 3 clusters
  Score: Raw -383771.931168 + Penalty 2742.117238 = -381029.813930
  nChanged 77
		SP:Iteration 14Q (188936.040000 sec): 3 clusters
  Score: Raw -383807.203984 + Penalty 2742.117238 = -381065.086747
  nChanged 64
		SP:Iteration 15Q (188936.200000 sec): 3 clusters
  Score: Raw -383839.204716 + Penalty 2742.117238 = -381097.087478
  nChanged 50
		SP:Iteration 16Q (188936.430000 sec): 3 clusters
  Score: Raw -383861.175056 + Penalty 2742.117238 = -381119.057819
  nChanged 43
		SP:Iteration 17Q (188936.650000 sec): 3 clusters
  Score: Raw -383877.755165 + Penalty 2742.117238 = -381135.637927
  nChanged 24
		SP:Iteration 18Q (188936.860000 sec): 3 clusters
  Score: Raw -383887.308876 + Penalty 2742.117238 = -381145.191639
  nChanged 22
		SP:Iteration 19Q (188937.060000 sec): 3 clusters
  Score: Raw -383897.155656 + Penalty 2742.117238 = -381155.038418
  nChanged 15
		SP:Iteration 20F (188937.270000 sec): 3 clusters
  Score: Raw -383900.485686 + Penalty 2742.117238 = -381158.368448
  nChanged 5
		SP:Iteration 21Q (188937.500000 sec): 3 clusters
  Score: Raw -383901.535277 + Penalty 2742.117238 = -381159.418039
  nChanged 5
		SP:Iteration 22Q (188937.720000 sec): 3 clusters
  Score: Raw -383902.802106 + Penalty 2742.117238 = -381160.684868
  nChanged 3
		SP:Iteration 23Q (188937.920000 sec): 3 clusters
  Score: Raw -383904.025400 + Penalty 2742.117238 = -381161.908163
  nChanged 1
		SP:Iteration 24Q (188938.090000 sec): 3 clusters
  Score: Raw -383904.457099 + Penalty 2742.117238 = -381162.339862
  nChanged 2
		SP:Iteration 25Q (188938.330000 sec): 3 clusters
  Score: Raw -383904.708857 + Penalty 2742.117238 = -381162.591619
  nChanged 2
		SP:Iteration 26Q (188938.520000 sec): 3 clusters
  Score: Raw -383905.222021 + Penalty 2742.117238 = -381163.104783
  nChanged 2
		SP:Iteration 27Q (188938.740000 sec): 3 clusters
  Score: Raw -383905.432537 + Penalty 2742.117238 = -381163.315300
  nChanged 0
		SP:Iteration 28F (188938.910000 sec): 3 clusters
  Score: Raw -383905.432537 + Penalty 2742.117238 = -381163.315300
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 47 (3590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188939.080000 sec): 2 clusters
  Score: Raw -287264.612511 + Penalty 1330.209966 = -285934.402545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188939.250000 sec): 3 clusters
  Score: Raw -285500.417345 + Penalty 2660.419931 = -282839.997414
  nChanged 1404
		SP:Iteration 1F (188939.440000 sec): 3 clusters
  Score: Raw -286342.733984 + Penalty 2660.419931 = -283682.314052
  nChanged 281
		SP:Iteration 2F (188939.660000 sec): 3 clusters
  Score: Raw -286624.740767 + Penalty 2660.419931 = -283964.320835
  nChanged 267
		SP:Iteration 3F (188939.860000 sec): 3 clusters
  Score: Raw -286934.102251 + Penalty 2660.419931 = -284273.682319
  nChanged 281
		SP:Iteration 4F (188940.090000 sec): 3 clusters
  Score: Raw -287213.286255 + Penalty 2660.419931 = -284552.866324
  nChanged 239
		SP:Iteration 5F (188940.270000 sec): 3 clusters
  Score: Raw -287405.511616 + Penalty 2660.419931 = -284745.091684
  nChanged 170
		SP:Iteration 6Q (188940.480000 sec): 3 clusters
  Score: Raw -287526.408628 + Penalty 2660.419931 = -284865.988697
  nChanged 128
		SP:Iteration 7Q (188940.720000 sec): 3 clusters
  Score: Raw -287615.259701 + Penalty 2660.419931 = -284954.839770
  nChanged 82
		SP:Iteration 8Q (188940.890000 sec): 3 clusters
  Score: Raw -287660.975933 + Penalty 2660.419931 = -285000.556001
  nChanged 62
		SP:Iteration 9Q (188941.110000 sec): 3 clusters
  Score: Raw -287693.426793 + Penalty 2660.419931 = -285033.006862
  nChanged 50
		SP:Iteration 10Q (188941.310000 sec): 3 clusters
  Score: Raw -287718.301940 + Penalty 2660.419931 = -285057.882008
  nChanged 39
		SP:Iteration 11Q (188941.500000 sec): 3 clusters
  Score: Raw -287736.668582 + Penalty 2660.419931 = -285076.248650
  nChanged 35
		SP:Iteration 12Q (188941.720000 sec): 3 clusters
  Score: Raw -287749.853450 + Penalty 2660.419931 = -285089.433518
  nChanged 21
		SP:Iteration 13Q (188941.880000 sec): 3 clusters
  Score: Raw -287757.627284 + Penalty 2660.419931 = -285097.207353
  nChanged 11
		SP:Iteration 14Q (188942.080000 sec): 3 clusters
  Score: Raw -287760.670058 + Penalty 2660.419931 = -285100.250126
  nChanged 7
		SP:Iteration 15Q (188942.260000 sec): 3 clusters
  Score: Raw -287764.408303 + Penalty 2660.419931 = -285103.988372
  nChanged 8
		SP:Iteration 16Q (188942.470000 sec): 3 clusters
  Score: Raw -287767.140229 + Penalty 2660.419931 = -285106.720297
  nChanged 7
		SP:Iteration 17Q (188942.650000 sec): 3 clusters
  Score: Raw -287769.645915 + Penalty 2660.419931 = -285109.225983
  nChanged 4
		SP:Iteration 18Q (188942.840000 sec): 3 clusters
  Score: Raw -287770.455353 + Penalty 2660.419931 = -285110.035422
  nChanged 0
		SP:Iteration 19F (188943.060000 sec): 3 clusters
  Score: Raw -287770.455353 + Penalty 2660.419931 = -285110.035422
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 48 (14911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188943.230000 sec): 2 clusters
  Score: Raw -1320947.588468 + Penalty 1561.601352 = -1319385.987116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188943.480000 sec): 3 clusters
  Score: Raw -1312139.254996 + Penalty 3123.202704 = -1309016.052292
  nChanged 6709
		SP:Iteration 1F (188943.710000 sec): 3 clusters
  Score: Raw -1315811.410931 + Penalty 3123.202704 = -1312688.208227
  nChanged 763
		SP:Iteration 2F (188943.940000 sec): 3 clusters
  Score: Raw -1316074.391180 + Penalty 3123.202704 = -1312951.188476
  nChanged 681
		SP:Iteration 3Q (188944.190000 sec): 3 clusters
  Score: Raw -1316329.337826 + Penalty 3123.202704 = -1313206.135121
  nChanged 653
		SP:Iteration 4Q (188944.510000 sec): 3 clusters
  Score: Raw -1316561.135106 + Penalty 3123.202704 = -1313437.932402
  nChanged 547
		SP:Iteration 5Q (188944.740000 sec): 3 clusters
  Score: Raw -1316816.090795 + Penalty 3123.202704 = -1313692.888091
  nChanged 630
		SP:Iteration 6Q (188944.940000 sec): 3 clusters
  Score: Raw -1317186.619246 + Penalty 3123.202704 = -1314063.416541
  nChanged 668
		SP:Iteration 7Q (188945.170000 sec): 3 clusters
  Score: Raw -1317615.078649 + Penalty 3123.202704 = -1314491.875945
  nChanged 723
		SP:Iteration 8Q (188945.420000 sec): 3 clusters
  Score: Raw -1318117.177680 + Penalty 3123.202704 = -1314993.974976
  nChanged 770
		SP:Iteration 9F (188945.690000 sec): 3 clusters
  Score: Raw -1318660.805601 + Penalty 3123.202704 = -1315537.602897
  nChanged 732
		SP:Iteration 10Q (188945.920000 sec): 3 clusters
  Score: Raw -1319222.047493 + Penalty 3123.202704 = -1316098.844789
  nChanged 719
		SP:Iteration 11Q (188946.180000 sec): 3 clusters
  Score: Raw -1319735.503590 + Penalty 3123.202704 = -1316612.300885
  nChanged 615
		SP:Iteration 12Q (188946.470000 sec): 3 clusters
  Score: Raw -1320126.738622 + Penalty 3123.202704 = -1317003.535918
  nChanged 496
		SP:Iteration 13Q (188946.670000 sec): 3 clusters
  Score: Raw -1320369.602151 + Penalty 3123.202704 = -1317246.399447
  nChanged 364
		SP:Iteration 14Q (188946.890000 sec): 3 clusters
  Score: Raw -1320534.971528 + Penalty 3123.202704 = -1317411.768824
  nChanged 293
		SP:Iteration 15Q (188947.160000 sec): 3 clusters
  Score: Raw -1320645.955788 + Penalty 3123.202704 = -1317522.753084
  nChanged 231
		SP:Iteration 16Q (188947.420000 sec): 3 clusters
  Score: Raw -1320732.746585 + Penalty 3123.202704 = -1317609.543881
  nChanged 196
		SP:Iteration 17Q (188947.670000 sec): 3 clusters
  Score: Raw -1320798.114671 + Penalty 3123.202704 = -1317674.911967
  nChanged 173
		SP:Iteration 18Q (188947.880000 sec): 3 clusters
  Score: Raw -1320854.067920 + Penalty 3123.202704 = -1317730.865216
  nChanged 151
		SP:Iteration 19Q (188948.110000 sec): 3 clusters
  Score: Raw -1320894.852473 + Penalty 3123.202704 = -1317771.649769
  nChanged 125
		SP:Iteration 20F (188948.370000 sec): 3 clusters
  Score: Raw -1320927.796044 + Penalty 3123.202704 = -1317804.593339
  nChanged 113
		SP:Iteration 21Q (188948.570000 sec): 3 clusters
  Score: Raw -1320950.612560 + Penalty 3123.202704 = -1317827.409856
  nChanged 92
		SP:Iteration 22Q (188948.890000 sec): 3 clusters
  Score: Raw -1320972.183821 + Penalty 3123.202704 = -1317848.981116
  nChanged 81
		SP:Iteration 23Q (188949.140000 sec): 3 clusters
  Score: Raw -1320988.375084 + Penalty 3123.202704 = -1317865.172379
  nChanged 74
		SP:Iteration 24Q (188949.380000 sec): 3 clusters
  Score: Raw -1321001.344199 + Penalty 3123.202704 = -1317878.141495
  nChanged 74
		SP:Iteration 25Q (188949.600000 sec): 3 clusters
  Score: Raw -1321015.777897 + Penalty 3123.202704 = -1317892.575192
  nChanged 75
		SP:Iteration 26Q (188949.840000 sec): 3 clusters
  Score: Raw -1321029.718253 + Penalty 3123.202704 = -1317906.515549
  nChanged 65
		SP:Iteration 27Q (188950.150000 sec): 3 clusters
  Score: Raw -1321043.305217 + Penalty 3123.202704 = -1317920.102513
  nChanged 68
		SP:Iteration 28Q (188950.360000 sec): 3 clusters
  Score: Raw -1321057.187922 + Penalty 3123.202704 = -1317933.985218
  nChanged 64
		SP:Iteration 29Q (188950.640000 sec): 3 clusters
  Score: Raw -1321070.742456 + Penalty 3123.202704 = -1317947.539752
  nChanged 70
		SP:Iteration 30Q (188950.890000 sec): 3 clusters
  Score: Raw -1321084.408009 + Penalty 3123.202704 = -1317961.205305
  nChanged 57
		SP:Iteration 31Q (188951.190000 sec): 3 clusters
  Score: Raw -1321093.691880 + Penalty 3123.202704 = -1317970.489175
  nChanged 53
		SP:Iteration 32Q (188951.440000 sec): 3 clusters
  Score: Raw -1321102.388757 + Penalty 3123.202704 = -1317979.186053
  nChanged 54
		SP:Iteration 33Q (188951.670000 sec): 3 clusters
  Score: Raw -1321112.854095 + Penalty 3123.202704 = -1317989.651390
  nChanged 65
		SP:Iteration 34Q (188951.930000 sec): 3 clusters
  Score: Raw -1321125.260350 + Penalty 3123.202704 = -1318002.057646
  nChanged 64
		SP:Iteration 35Q (188952.230000 sec): 3 clusters
  Score: Raw -1321137.340637 + Penalty 3123.202704 = -1318014.137933
  nChanged 70
		SP:Iteration 36Q (188952.490000 sec): 3 clusters
  Score: Raw -1321151.245792 + Penalty 3123.202704 = -1318028.043087
  nChanged 64
		SP:Iteration 37Q (188952.730000 sec): 3 clusters
  Score: Raw -1321162.636677 + Penalty 3123.202704 = -1318039.433973
  nChanged 56
		SP:Iteration 38Q (188952.970000 sec): 3 clusters
  Score: Raw -1321172.925768 + Penalty 3123.202704 = -1318049.723064
  nChanged 71
		SP:Iteration 39Q (188953.220000 sec): 3 clusters
  Score: Raw -1321186.075974 + Penalty 3123.202704 = -1318062.873270
  nChanged 63
		SP:Iteration 40F (188953.520000 sec): 3 clusters
  Score: Raw -1321199.348446 + Penalty 3123.202704 = -1318076.145742
  nChanged 83
		SP:Iteration 41Q (188953.810000 sec): 3 clusters
  Score: Raw -1321220.887010 + Penalty 3123.202704 = -1318097.684306
  nChanged 92
		SP:Iteration 42Q (188954.020000 sec): 3 clusters
  Score: Raw -1321242.399219 + Penalty 3123.202704 = -1318119.196514
  nChanged 88
		SP:Iteration 43Q (188954.320000 sec): 3 clusters
  Score: Raw -1321264.105394 + Penalty 3123.202704 = -1318140.902690
  nChanged 93
		SP:Iteration 44Q (188954.560000 sec): 3 clusters
  Score: Raw -1321288.157115 + Penalty 3123.202704 = -1318164.954411
  nChanged 78
		SP:Iteration 45Q (188954.770000 sec): 3 clusters
  Score: Raw -1321308.330210 + Penalty 3123.202704 = -1318185.127506
  nChanged 89
		SP:Iteration 46Q (188955.000000 sec): 3 clusters
  Score: Raw -1321330.679646 + Penalty 3123.202704 = -1318207.476942
  nChanged 94
		SP:Iteration 47Q (188955.240000 sec): 3 clusters
  Score: Raw -1321352.013768 + Penalty 3123.202704 = -1318228.811064
  nChanged 78
		SP:Iteration 48Q (188955.470000 sec): 3 clusters
  Score: Raw -1321368.716961 + Penalty 3123.202704 = -1318245.514257
  nChanged 75
		SP:Iteration 49Q (188955.770000 sec): 3 clusters
  Score: Raw -1321385.834652 + Penalty 3123.202704 = -1318262.631948
  nChanged 63
		SP:Iteration 50Q (188956.000000 sec): 3 clusters
  Score: Raw -1321401.547159 + Penalty 3123.202704 = -1318278.344455
  nChanged 74
		SP:Iteration 51Q (188956.230000 sec): 3 clusters
  Score: Raw -1321420.495267 + Penalty 3123.202704 = -1318297.292562
  nChanged 81
		SP:Iteration 52Q (188956.470000 sec): 3 clusters
  Score: Raw -1321440.618505 + Penalty 3123.202704 = -1318317.415800
  nChanged 69
		SP:Iteration 53Q (188956.740000 sec): 3 clusters
  Score: Raw -1321459.365084 + Penalty 3123.202704 = -1318336.162380
  nChanged 69
		SP:Iteration 54Q (188957.030000 sec): 3 clusters
  Score: Raw -1321478.293858 + Penalty 3123.202704 = -1318355.091153
  nChanged 80
		SP:Iteration 55Q (188957.250000 sec): 3 clusters
  Score: Raw -1321500.782697 + Penalty 3123.202704 = -1318377.579993
  nChanged 70
		SP:Iteration 56Q (188957.480000 sec): 3 clusters
  Score: Raw -1321522.439982 + Penalty 3123.202704 = -1318399.237278
  nChanged 75
		SP:Iteration 57Q (188957.750000 sec): 3 clusters
  Score: Raw -1321545.893317 + Penalty 3123.202704 = -1318422.690612
  nChanged 80
		SP:Iteration 58Q (188958.030000 sec): 3 clusters
  Score: Raw -1321571.379800 + Penalty 3123.202704 = -1318448.177096
  nChanged 77
		SP:Iteration 59Q (188958.250000 sec): 3 clusters
  Score: Raw -1321603.384928 + Penalty 3123.202704 = -1318480.182224
  nChanged 85
		SP:Iteration 60F (188958.470000 sec): 3 clusters
  Score: Raw -1321632.975935 + Penalty 3123.202704 = -1318509.773231
  nChanged 85
		SP:Iteration 61Q (188958.760000 sec): 3 clusters
  Score: Raw -1321662.159885 + Penalty 3123.202704 = -1318538.957180
  nChanged 83
		SP:Iteration 62Q (188958.990000 sec): 3 clusters
  Score: Raw -1321694.879324 + Penalty 3123.202704 = -1318571.676620
  nChanged 80
		SP:Iteration 63Q (188959.240000 sec): 3 clusters
  Score: Raw -1321722.632860 + Penalty 3123.202704 = -1318599.430156
  nChanged 52
		SP:Iteration 64Q (188959.500000 sec): 3 clusters
  Score: Raw -1321738.342426 + Penalty 3123.202704 = -1318615.139722
  nChanged 48
		SP:Iteration 65Q (188959.710000 sec): 3 clusters
  Score: Raw -1321752.747307 + Penalty 3123.202704 = -1318629.544602
  nChanged 45
		SP:Iteration 66Q (188959.950000 sec): 3 clusters
  Score: Raw -1321764.422205 + Penalty 3123.202704 = -1318641.219501
  nChanged 36
		SP:Iteration 67Q (188960.190000 sec): 3 clusters
  Score: Raw -1321772.679472 + Penalty 3123.202704 = -1318649.476768
  nChanged 28
		SP:Iteration 68Q (188960.410000 sec): 3 clusters
  Score: Raw -1321779.551605 + Penalty 3123.202704 = -1318656.348900
  nChanged 27
		SP:Iteration 69Q (188960.690000 sec): 3 clusters
  Score: Raw -1321785.320843 + Penalty 3123.202704 = -1318662.118138
  nChanged 24
		SP:Iteration 70Q (188960.960000 sec): 3 clusters
  Score: Raw -1321792.063303 + Penalty 3123.202704 = -1318668.860599
  nChanged 34
		SP:Iteration 71Q (188961.220000 sec): 3 clusters
  Score: Raw -1321803.390793 + Penalty 3123.202704 = -1318680.188088
  nChanged 24
		SP:Iteration 72Q (188961.460000 sec): 3 clusters
  Score: Raw -1321809.768660 + Penalty 3123.202704 = -1318686.565956
  nChanged 24
		SP:Iteration 73Q (188961.760000 sec): 3 clusters
  Score: Raw -1321815.703655 + Penalty 3123.202704 = -1318692.500950
  nChanged 16
		SP:Iteration 74Q (188961.960000 sec): 3 clusters
  Score: Raw -1321820.354409 + Penalty 3123.202704 = -1318697.151704
  nChanged 22
		SP:Iteration 75Q (188962.260000 sec): 3 clusters
  Score: Raw -1321824.891878 + Penalty 3123.202704 = -1318701.689174
  nChanged 11
		SP:Iteration 76Q (188962.500000 sec): 3 clusters
  Score: Raw -1321827.441027 + Penalty 3123.202704 = -1318704.238323
  nChanged 12
		SP:Iteration 77Q (188962.770000 sec): 3 clusters
  Score: Raw -1321830.638866 + Penalty 3123.202704 = -1318707.436162
  nChanged 13
		SP:Iteration 78Q (188963.030000 sec): 3 clusters
  Score: Raw -1321833.692963 + Penalty 3123.202704 = -1318710.490259
  nChanged 9
		SP:Iteration 79Q (188963.280000 sec): 3 clusters
  Score: Raw -1321836.136801 + Penalty 3123.202704 = -1318712.934096
  nChanged 10
		SP:Iteration 80F (188963.530000 sec): 3 clusters
  Score: Raw -1321838.358344 + Penalty 3123.202704 = -1318715.155640
  nChanged 12
		SP:Iteration 81Q (188963.780000 sec): 3 clusters
  Score: Raw -1321841.721431 + Penalty 3123.202704 = -1318718.518727
  nChanged 18
		SP:Iteration 82Q (188964.020000 sec): 3 clusters
  Score: Raw -1321847.192016 + Penalty 3123.202704 = -1318723.989311
  nChanged 19
		SP:Iteration 83Q (188964.260000 sec): 3 clusters
  Score: Raw -1321852.310492 + Penalty 3123.202704 = -1318729.107788
  nChanged 17
		SP:Iteration 84Q (188964.500000 sec): 3 clusters
  Score: Raw -1321856.801871 + Penalty 3123.202704 = -1318733.599167
  nChanged 19
		SP:Iteration 85Q (188964.820000 sec): 3 clusters
  Score: Raw -1321862.535452 + Penalty 3123.202704 = -1318739.332747
  nChanged 18
		SP:Iteration 86Q (188965.100000 sec): 3 clusters
  Score: Raw -1321868.291211 + Penalty 3123.202704 = -1318745.088507
  nChanged 17
		SP:Iteration 87Q (188965.310000 sec): 3 clusters
  Score: Raw -1321873.548415 + Penalty 3123.202704 = -1318750.345711
  nChanged 16
		SP:Iteration 88Q (188965.520000 sec): 3 clusters
  Score: Raw -1321878.296040 + Penalty 3123.202704 = -1318755.093336
  nChanged 10
		SP:Iteration 89Q (188965.770000 sec): 3 clusters
  Score: Raw -1321881.025585 + Penalty 3123.202704 = -1318757.822881
  nChanged 5
		SP:Iteration 90Q (188966.000000 sec): 3 clusters
  Score: Raw -1321882.593110 + Penalty 3123.202704 = -1318759.390405
  nChanged 9
		SP:Iteration 91Q (188966.270000 sec): 3 clusters
  Score: Raw -1321885.219912 + Penalty 3123.202704 = -1318762.017208
  nChanged 5
		SP:Iteration 92Q (188966.460000 sec): 3 clusters
  Score: Raw -1321886.091329 + Penalty 3123.202704 = -1318762.888625
  nChanged 4
		SP:Iteration 93Q (188966.710000 sec): 3 clusters
  Score: Raw -1321886.760370 + Penalty 3123.202704 = -1318763.557665
  nChanged 3
		SP:Iteration 94Q (188967.010000 sec): 3 clusters
  Score: Raw -1321887.541847 + Penalty 3123.202704 = -1318764.339143
  nChanged 2
		SP:Iteration 95Q (188967.230000 sec): 3 clusters
  Score: Raw -1321887.928284 + Penalty 3123.202704 = -1318764.725580
  nChanged 2
		SP:Iteration 96Q (188967.500000 sec): 3 clusters
  Score: Raw -1321888.346230 + Penalty 3123.202704 = -1318765.143526
  nChanged 2
		SP:Iteration 97Q (188967.780000 sec): 3 clusters
  Score: Raw -1321888.880695 + Penalty 3123.202704 = -1318765.677991
  nChanged 2
		SP:Iteration 98Q (188968.030000 sec): 3 clusters
  Score: Raw -1321889.349937 + Penalty 3123.202704 = -1318766.147233
  nChanged 0
		SP:Iteration 99F (188968.280000 sec): 3 clusters
  Score: Raw -1321889.349937 + Penalty 3123.202704 = -1318766.147233
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 49 (340750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188969.740000 sec): 2 clusters
  Score: Raw -29588126.821019 + Penalty 2070.071957 = -29586056.749062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188971.440000 sec): 3 clusters
  Score: Raw -29359832.630815 + Penalty 4140.143914 = -29355692.486901
  nChanged 166319
		SP:Iteration 1F (188973.070000 sec): 3 clusters
  Score: Raw -29460716.338179 + Penalty 4140.143914 = -29456576.194266
  nChanged 11222
		SP:Iteration 2Q (188974.760000 sec): 3 clusters
  Score: Raw -29463720.494283 + Penalty 4140.143914 = -29459580.350369
  nChanged 12908
		SP:Iteration 3Q (188976.360000 sec): 3 clusters
  Score: Raw -29467751.941327 + Penalty 4140.143914 = -29463611.797414
  nChanged 14763
		SP:Iteration 4Q (188978.140000 sec): 3 clusters
  Score: Raw -29473068.863782 + Penalty 4140.143914 = -29468928.719869
  nChanged 16692
		SP:Iteration 5Q (188979.920000 sec): 3 clusters
  Score: Raw -29480042.561134 + Penalty 4140.143914 = -29475902.417221
  nChanged 18625
		SP:Iteration 6F (188981.460000 sec): 3 clusters
  Score: Raw -29489149.099600 + Penalty 4140.143914 = -29485008.955686
  nChanged 20088
		SP:Iteration 7F (188983.060000 sec): 3 clusters
  Score: Raw -29500585.358557 + Penalty 4140.143914 = -29496445.214643
  nChanged 20836
		SP:Iteration 8F (188984.650000 sec): 3 clusters
  Score: Raw -29514361.983302 + Penalty 4140.143914 = -29510221.839388
  nChanged 21009
		SP:Iteration 9F (188986.190000 sec): 3 clusters
  Score: Raw -29530156.524412 + Penalty 4140.143914 = -29526016.380499
  nChanged 19780
		SP:Iteration 10F (188987.860000 sec): 3 clusters
  Score: Raw -29546111.587658 + Penalty 4140.143914 = -29541971.443744
  nChanged 17013
		SP:Iteration 11Q (188989.500000 sec): 3 clusters
  Score: Raw -29560074.365676 + Penalty 4140.143914 = -29555934.221762
  nChanged 13145
		SP:Iteration 12Q (188991.160000 sec): 3 clusters
  Score: Raw -29570791.275869 + Penalty 4140.143914 = -29566651.131955
  nChanged 9346
		SP:Iteration 13Q (188992.750000 sec): 3 clusters
  Score: Raw -29578221.130203 + Penalty 4140.143914 = -29574080.986289
  nChanged 6058
		SP:Iteration 14Q (188994.330000 sec): 3 clusters
  Score: Raw -29582893.684726 + Penalty 4140.143914 = -29578753.540812
  nChanged 3652
		SP:Iteration 15Q (188995.710000 sec): 3 clusters
  Score: Raw -29585540.472104 + Penalty 4140.143914 = -29581400.328190
  nChanged 2048
		SP:Iteration 16Q (188997.080000 sec): 3 clusters
  Score: Raw -29586900.464826 + Penalty 4140.143914 = -29582760.320912
  nChanged 1139
		SP:Iteration 17Q (188998.620000 sec): 3 clusters
  Score: Raw -29587651.086648 + Penalty 4140.143914 = -29583510.942735
  nChanged 652
		SP:Iteration 18Q (189000.100000 sec): 3 clusters
  Score: Raw -29588112.103705 + Penalty 4140.143914 = -29583971.959791
  nChanged 396
		SP:Iteration 19Q (189001.470000 sec): 3 clusters
  Score: Raw -29588375.597078 + Penalty 4140.143914 = -29584235.453164
  nChanged 254
		SP:Iteration 20F (189003.110000 sec): 3 clusters
  Score: Raw -29588536.432587 + Penalty 4140.143914 = -29584396.288674
  nChanged 148
		SP:Iteration 21Q (189004.520000 sec): 3 clusters
  Score: Raw -29588616.701712 + Penalty 4140.143914 = -29584476.557799
  nChanged 117
		SP:Iteration 22Q (189006.010000 sec): 3 clusters
  Score: Raw -29588672.194773 + Penalty 4140.143914 = -29584532.050859
  nChanged 93
		SP:Iteration 23Q (189007.560000 sec): 3 clusters
  Score: Raw -29588720.194150 + Penalty 4140.143914 = -29584580.050236
  nChanged 72
		SP:Iteration 24Q (189009.010000 sec): 3 clusters
  Score: Raw -29588752.006341 + Penalty 4140.143914 = -29584611.862428
  nChanged 59
		SP:Iteration 25Q (189010.500000 sec): 3 clusters
  Score: Raw -29588775.019061 + Penalty 4140.143914 = -29584634.875148
  nChanged 53
		SP:Iteration 26Q (189011.940000 sec): 3 clusters
  Score: Raw -29588795.930173 + Penalty 4140.143914 = -29584655.786259
  nChanged 42
		SP:Iteration 27Q (189013.360000 sec): 3 clusters
  Score: Raw -29588812.945718 + Penalty 4140.143914 = -29584672.801804
  nChanged 37
		SP:Iteration 28Q (189014.830000 sec): 3 clusters
  Score: Raw -29588825.828632 + Penalty 4140.143914 = -29584685.684718
  nChanged 32
		SP:Iteration 29Q (189016.340000 sec): 3 clusters
  Score: Raw -29588836.125199 + Penalty 4140.143914 = -29584695.981285
  nChanged 23
		SP:Iteration 30Q (189017.870000 sec): 3 clusters
  Score: Raw -29588845.096701 + Penalty 4140.143914 = -29584704.952787
  nChanged 26
		SP:Iteration 31Q (189019.270000 sec): 3 clusters
  Score: Raw -29588853.938070 + Penalty 4140.143914 = -29584713.794156
  nChanged 19
		SP:Iteration 32Q (189020.860000 sec): 3 clusters
  Score: Raw -29588859.424501 + Penalty 4140.143914 = -29584719.280587
  nChanged 14
		SP:Iteration 33Q (189022.290000 sec): 3 clusters
  Score: Raw -29588862.803120 + Penalty 4140.143914 = -29584722.659206
  nChanged 8
		SP:Iteration 34Q (189023.860000 sec): 3 clusters
  Score: Raw -29588864.500389 + Penalty 4140.143914 = -29584724.356475
  nChanged 8
		SP:Iteration 35Q (189025.280000 sec): 3 clusters
  Score: Raw -29588866.597133 + Penalty 4140.143914 = -29584726.453220
  nChanged 10
		SP:Iteration 36Q (189026.720000 sec): 3 clusters
  Score: Raw -29588869.021031 + Penalty 4140.143914 = -29584728.877117
  nChanged 6
		SP:Iteration 37Q (189028.080000 sec): 3 clusters
  Score: Raw -29588870.289038 + Penalty 4140.143914 = -29584730.145125
  nChanged 3
		SP:Iteration 38Q (189029.390000 sec): 3 clusters
  Score: Raw -29588871.359090 + Penalty 4140.143914 = -29584731.215176
  nChanged 5
		SP:Iteration 39Q (189030.720000 sec): 3 clusters
  Score: Raw -29588872.499236 + Penalty 4140.143914 = -29584732.355323
  nChanged 3
		SP:Iteration 40F (189032.230000 sec): 3 clusters
  Score: Raw -29588872.975573 + Penalty 4140.143914 = -29584732.831659
  nChanged 4
		SP:Iteration 41Q (189033.630000 sec): 3 clusters
  Score: Raw -29588873.982762 + Penalty 4140.143914 = -29584733.838848
  nChanged 2
		SP:Iteration 42Q (189034.990000 sec): 3 clusters
  Score: Raw -29588874.569093 + Penalty 4140.143914 = -29584734.425180
  nChanged 4
		SP:Iteration 43Q (189036.440000 sec): 3 clusters
  Score: Raw -29588875.180645 + Penalty 4140.143914 = -29584735.036732
  nChanged 3
		SP:Iteration 44Q (189038.000000 sec): 3 clusters
  Score: Raw -29588875.856442 + Penalty 4140.143914 = -29584735.712529
  nChanged 2
		SP:Iteration 45Q (189039.400000 sec): 3 clusters
  Score: Raw -29588876.583336 + Penalty 4140.143914 = -29584736.439422
  nChanged 3
		SP:Iteration 46Q (189040.820000 sec): 3 clusters
  Score: Raw -29588877.635110 + Penalty 4140.143914 = -29584737.491197
  nChanged 4
		SP:Iteration 47Q (189042.140000 sec): 3 clusters
  Score: Raw -29588878.738974 + Penalty 4140.143914 = -29584738.595060
  nChanged 2
		SP:Iteration 48Q (189043.470000 sec): 3 clusters
  Score: Raw -29588879.196627 + Penalty 4140.143914 = -29584739.052713
  nChanged 3
		SP:Iteration 49Q (189045.000000 sec): 3 clusters
  Score: Raw -29588879.977959 + Penalty 4140.143914 = -29584739.834046
  nChanged 0
		SP:Iteration 50F (189046.690000 sec): 3 clusters
  Score: Raw -29588879.977959 + Penalty 4140.143914 = -29584739.834046
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 50 (7533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189046.950000 sec): 2 clusters
  Score: Raw -577995.473444 + Penalty 1450.645405 = -576544.828039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189047.180000 sec): 3 clusters
  Score: Raw -573849.357133 + Penalty 2901.290811 = -570948.066322
  nChanged 3156
		SP:Iteration 1F (189047.380000 sec): 3 clusters
  Score: Raw -575597.630789 + Penalty 2901.290811 = -572696.339979
  nChanged 495
		SP:Iteration 2F (189047.580000 sec): 3 clusters
  Score: Raw -575856.467053 + Penalty 2901.290811 = -572955.176242
  nChanged 429
		SP:Iteration 3F (189047.810000 sec): 3 clusters
  Score: Raw -576099.312714 + Penalty 2901.290811 = -573198.021904
  nChanged 411
		SP:Iteration 4F (189048.020000 sec): 3 clusters
  Score: Raw -576329.796695 + Penalty 2901.290811 = -573428.505884
  nChanged 399
		SP:Iteration 5F (189048.220000 sec): 3 clusters
  Score: Raw -576572.120572 + Penalty 2901.290811 = -573670.829762
  nChanged 342
		SP:Iteration 6Q (189048.450000 sec): 3 clusters
  Score: Raw -576782.508379 + Penalty 2901.290811 = -573881.217568
  nChanged 320
		SP:Iteration 7Q (189048.640000 sec): 3 clusters
  Score: Raw -576992.233962 + Penalty 2901.290811 = -574090.943152
  nChanged 318
		SP:Iteration 8Q (189048.890000 sec): 3 clusters
  Score: Raw -577197.419282 + Penalty 2901.290811 = -574296.128472
  nChanged 265
		SP:Iteration 9Q (189049.100000 sec): 3 clusters
  Score: Raw -577355.180278 + Penalty 2901.290811 = -574453.889468
  nChanged 241
		SP:Iteration 10Q (189049.360000 sec): 3 clusters
  Score: Raw -577481.505629 + Penalty 2901.290811 = -574580.214819
  nChanged 185
		SP:Iteration 11Q (189049.580000 sec): 3 clusters
  Score: Raw -577579.961887 + Penalty 2901.290811 = -574678.671077
  nChanged 172
		SP:Iteration 12Q (189049.830000 sec): 3 clusters
  Score: Raw -577675.980099 + Penalty 2901.290811 = -574774.689289
  nChanged 153
		SP:Iteration 13Q (189050.020000 sec): 3 clusters
  Score: Raw -577784.551423 + Penalty 2901.290811 = -574883.260612
  nChanged 139
		SP:Iteration 14Q (189050.250000 sec): 3 clusters
  Score: Raw -577875.014093 + Penalty 2901.290811 = -574973.723283
  nChanged 105
		SP:Iteration 15Q (189050.440000 sec): 3 clusters
  Score: Raw -577933.438306 + Penalty 2901.290811 = -575032.147495
  nChanged 92
		SP:Iteration 16Q (189050.680000 sec): 3 clusters
  Score: Raw -577987.187042 + Penalty 2901.290811 = -575085.896231
  nChanged 79
		SP:Iteration 17Q (189050.880000 sec): 3 clusters
  Score: Raw -578032.832650 + Penalty 2901.290811 = -575131.541840
  nChanged 67
		SP:Iteration 18Q (189051.070000 sec): 3 clusters
  Score: Raw -578078.244904 + Penalty 2901.290811 = -575176.954094
  nChanged 56
		SP:Iteration 19Q (189051.290000 sec): 3 clusters
  Score: Raw -578117.734904 + Penalty 2901.290811 = -575216.444094
  nChanged 53
		SP:Iteration 20F (189051.510000 sec): 3 clusters
  Score: Raw -578152.841582 + Penalty 2901.290811 = -575251.550772
  nChanged 45
		SP:Iteration 21Q (189051.750000 sec): 3 clusters
  Score: Raw -578183.444348 + Penalty 2901.290811 = -575282.153537
  nChanged 33
		SP:Iteration 22Q (189051.940000 sec): 3 clusters
  Score: Raw -578204.679904 + Penalty 2901.290811 = -575303.389093
  nChanged 25
		SP:Iteration 23Q (189052.220000 sec): 3 clusters
  Score: Raw -578217.938039 + Penalty 2901.290811 = -575316.647229
  nChanged 19
		SP:Iteration 24Q (189052.410000 sec): 3 clusters
  Score: Raw -578227.025426 + Penalty 2901.290811 = -575325.734616
  nChanged 13
		SP:Iteration 25Q (189052.650000 sec): 3 clusters
  Score: Raw -578233.977530 + Penalty 2901.290811 = -575332.686720
  nChanged 11
		SP:Iteration 26Q (189052.850000 sec): 3 clusters
  Score: Raw -578239.631921 + Penalty 2901.290811 = -575338.341111
  nChanged 10
		SP:Iteration 27Q (189053.040000 sec): 3 clusters
  Score: Raw -578245.463886 + Penalty 2901.290811 = -575344.173076
  nChanged 8
		SP:Iteration 28Q (189053.260000 sec): 3 clusters
  Score: Raw -578250.048658 + Penalty 2901.290811 = -575348.757847
  nChanged 11
		SP:Iteration 29Q (189053.460000 sec): 3 clusters
  Score: Raw -578254.549389 + Penalty 2901.290811 = -575353.258579
  nChanged 11
		SP:Iteration 30Q (189053.680000 sec): 3 clusters
  Score: Raw -578261.083577 + Penalty 2901.290811 = -575359.792767
  nChanged 12
		SP:Iteration 31Q (189053.920000 sec): 3 clusters
  Score: Raw -578267.253832 + Penalty 2901.290811 = -575365.963021
  nChanged 11
		SP:Iteration 32Q (189054.110000 sec): 3 clusters
  Score: Raw -578272.271901 + Penalty 2901.290811 = -575370.981090
  nChanged 11
		SP:Iteration 33Q (189054.330000 sec): 3 clusters
  Score: Raw -578277.328838 + Penalty 2901.290811 = -575376.038027
  nChanged 8
		SP:Iteration 34Q (189054.550000 sec): 3 clusters
  Score: Raw -578281.677272 + Penalty 2901.290811 = -575380.386461
  nChanged 9
		SP:Iteration 35Q (189054.780000 sec): 3 clusters
  Score: Raw -578284.927329 + Penalty 2901.290811 = -575383.636519
  nChanged 5
		SP:Iteration 36Q (189054.970000 sec): 3 clusters
  Score: Raw -578287.058768 + Penalty 2901.290811 = -575385.767958
  nChanged 4
		SP:Iteration 37Q (189055.190000 sec): 3 clusters
  Score: Raw -578290.089914 + Penalty 2901.290811 = -575388.799104
  nChanged 4
		SP:Iteration 38Q (189055.450000 sec): 3 clusters
  Score: Raw -578293.080824 + Penalty 2901.290811 = -575391.790013
  nChanged 5
		SP:Iteration 39Q (189055.670000 sec): 3 clusters
  Score: Raw -578294.997874 + Penalty 2901.290811 = -575393.707063
  nChanged 3
		SP:Iteration 40F (189055.830000 sec): 3 clusters
  Score: Raw -578295.891252 + Penalty 2901.290811 = -575394.600442
  nChanged 3
		SP:Iteration 41Q (189056.070000 sec): 3 clusters
  Score: Raw -578296.596226 + Penalty 2901.290811 = -575395.305415
  nChanged 2
		SP:Iteration 42Q (189056.270000 sec): 3 clusters
  Score: Raw -578297.473552 + Penalty 2901.290811 = -575396.182741
  nChanged 3
		SP:Iteration 43Q (189056.450000 sec): 3 clusters
  Score: Raw -578299.060074 + Penalty 2901.290811 = -575397.769263
  nChanged 1
		SP:Iteration 44Q (189056.630000 sec): 3 clusters
  Score: Raw -578299.701579 + Penalty 2901.290811 = -575398.410768
  nChanged 0
		SP:Iteration 45F (189056.910000 sec): 3 clusters
  Score: Raw -578299.701579 + Penalty 2901.290811 = -575398.410768
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 51 (6870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189057.010000 sec): 2 clusters
  Score: Raw -574687.741248 + Penalty 1435.674400 = -573252.066848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189057.280000 sec): 3 clusters
  Score: Raw -570974.341489 + Penalty 2871.348800 = -568102.992689
  nChanged 2827
		SP:Iteration 1F (189057.530000 sec): 3 clusters
  Score: Raw -572577.576620 + Penalty 2871.348800 = -569706.227820
  nChanged 530
		SP:Iteration 2F (189057.720000 sec): 3 clusters
  Score: Raw -572918.416290 + Penalty 2871.348800 = -570047.067490
  nChanged 478
		SP:Iteration 3F (189057.960000 sec): 3 clusters
  Score: Raw -573225.132108 + Penalty 2871.348800 = -570353.783308
  nChanged 400
		SP:Iteration 4F (189058.190000 sec): 3 clusters
  Score: Raw -573500.738830 + Penalty 2871.348800 = -570629.390030
  nChanged 407
		SP:Iteration 5F (189058.350000 sec): 3 clusters
  Score: Raw -573792.625062 + Penalty 2871.348800 = -570921.276262
  nChanged 345
		SP:Iteration 6F (189058.550000 sec): 3 clusters
  Score: Raw -574030.624463 + Penalty 2871.348800 = -571159.275663
  nChanged 302
		SP:Iteration 7Q (189058.760000 sec): 3 clusters
  Score: Raw -574232.149489 + Penalty 2871.348800 = -571360.800689
  nChanged 279
		SP:Iteration 8Q (189058.950000 sec): 3 clusters
  Score: Raw -574400.298637 + Penalty 2871.348800 = -571528.949837
  nChanged 244
		SP:Iteration 9Q (189059.160000 sec): 3 clusters
  Score: Raw -574556.456431 + Penalty 2871.348800 = -571685.107631
  nChanged 221
		SP:Iteration 10Q (189059.410000 sec): 3 clusters
  Score: Raw -574697.750539 + Penalty 2871.348800 = -571826.401739
  nChanged 209
		SP:Iteration 11Q (189059.590000 sec): 3 clusters
  Score: Raw -574812.992867 + Penalty 2871.348800 = -571941.644067
  nChanged 147
		SP:Iteration 12Q (189059.810000 sec): 3 clusters
  Score: Raw -574888.477930 + Penalty 2871.348800 = -572017.129130
  nChanged 105
		SP:Iteration 13Q (189060.080000 sec): 3 clusters
  Score: Raw -574934.930563 + Penalty 2871.348800 = -572063.581763
  nChanged 87
		SP:Iteration 14Q (189060.330000 sec): 3 clusters
  Score: Raw -574964.054882 + Penalty 2871.348800 = -572092.706082
  nChanged 49
		SP:Iteration 15Q (189060.480000 sec): 3 clusters
  Score: Raw -574977.321691 + Penalty 2871.348800 = -572105.972891
  nChanged 32
		SP:Iteration 16Q (189060.680000 sec): 3 clusters
  Score: Raw -574985.781085 + Penalty 2871.348800 = -572114.432284
  nChanged 29
		SP:Iteration 17Q (189060.940000 sec): 3 clusters
  Score: Raw -574993.776990 + Penalty 2871.348800 = -572122.428190
  nChanged 22
		SP:Iteration 18Q (189061.150000 sec): 3 clusters
  Score: Raw -574998.946361 + Penalty 2871.348800 = -572127.597560
  nChanged 22
		SP:Iteration 19Q (189061.290000 sec): 3 clusters
  Score: Raw -575004.125618 + Penalty 2871.348800 = -572132.776818
  nChanged 19
		SP:Iteration 20F (189061.470000 sec): 3 clusters
  Score: Raw -575009.883916 + Penalty 2871.348800 = -572138.535115
  nChanged 21
		SP:Iteration 21Q (189061.650000 sec): 3 clusters
  Score: Raw -575015.775581 + Penalty 2871.348800 = -572144.426781
  nChanged 12
		SP:Iteration 22Q (189061.940000 sec): 3 clusters
  Score: Raw -575021.297890 + Penalty 2871.348800 = -572149.949090
  nChanged 13
		SP:Iteration 23Q (189062.130000 sec): 3 clusters
  Score: Raw -575026.932565 + Penalty 2871.348800 = -572155.583765
  nChanged 18
		SP:Iteration 24Q (189062.360000 sec): 3 clusters
  Score: Raw -575030.892666 + Penalty 2871.348800 = -572159.543865
  nChanged 16
		SP:Iteration 25Q (189062.580000 sec): 3 clusters
  Score: Raw -575034.499203 + Penalty 2871.348800 = -572163.150403
  nChanged 13
		SP:Iteration 26Q (189062.810000 sec): 3 clusters
  Score: Raw -575037.612382 + Penalty 2871.348800 = -572166.263581
  nChanged 18
		SP:Iteration 27Q (189063.030000 sec): 3 clusters
  Score: Raw -575042.234400 + Penalty 2871.348800 = -572170.885600
  nChanged 15
		SP:Iteration 28Q (189063.250000 sec): 3 clusters
  Score: Raw -575046.069930 + Penalty 2871.348800 = -572174.721130
  nChanged 9
		SP:Iteration 29Q (189063.480000 sec): 3 clusters
  Score: Raw -575048.853079 + Penalty 2871.348800 = -572177.504279
  nChanged 14
		SP:Iteration 30Q (189063.680000 sec): 3 clusters
  Score: Raw -575052.385204 + Penalty 2871.348800 = -572181.036404
  nChanged 13
		SP:Iteration 31Q (189063.890000 sec): 3 clusters
  Score: Raw -575056.116025 + Penalty 2871.348800 = -572184.767225
  nChanged 15
		SP:Iteration 32Q (189064.090000 sec): 3 clusters
  Score: Raw -575060.752982 + Penalty 2871.348800 = -572189.404182
  nChanged 13
		SP:Iteration 33Q (189064.300000 sec): 3 clusters
  Score: Raw -575066.024218 + Penalty 2871.348800 = -572194.675418
  nChanged 20
		SP:Iteration 34Q (189064.520000 sec): 3 clusters
  Score: Raw -575072.102882 + Penalty 2871.348800 = -572200.754082
  nChanged 17
		SP:Iteration 35Q (189064.730000 sec): 3 clusters
  Score: Raw -575078.567096 + Penalty 2871.348800 = -572207.218295
  nChanged 19
		SP:Iteration 36Q (189064.960000 sec): 3 clusters
  Score: Raw -575085.280847 + Penalty 2871.348800 = -572213.932046
  nChanged 18
		SP:Iteration 37Q (189065.160000 sec): 3 clusters
  Score: Raw -575090.750055 + Penalty 2871.348800 = -572219.401255
  nChanged 13
		SP:Iteration 38Q (189065.390000 sec): 3 clusters
  Score: Raw -575094.340118 + Penalty 2871.348800 = -572222.991318
  nChanged 11
		SP:Iteration 39Q (189065.600000 sec): 3 clusters
  Score: Raw -575097.862865 + Penalty 2871.348800 = -572226.514065
  nChanged 14
		SP:Iteration 40F (189065.810000 sec): 3 clusters
  Score: Raw -575101.122662 + Penalty 2871.348800 = -572229.773862
  nChanged 11
		SP:Iteration 41Q (189066.050000 sec): 3 clusters
  Score: Raw -575104.884942 + Penalty 2871.348800 = -572233.536142
  nChanged 8
		SP:Iteration 42Q (189066.250000 sec): 3 clusters
  Score: Raw -575107.265397 + Penalty 2871.348800 = -572235.916597
  nChanged 9
		SP:Iteration 43Q (189066.480000 sec): 3 clusters
  Score: Raw -575109.384399 + Penalty 2871.348800 = -572238.035599
  nChanged 10
		SP:Iteration 44Q (189066.700000 sec): 3 clusters
  Score: Raw -575111.573387 + Penalty 2871.348800 = -572240.224587
  nChanged 12
		SP:Iteration 45Q (189066.890000 sec): 3 clusters
  Score: Raw -575113.686873 + Penalty 2871.348800 = -572242.338072
  nChanged 13
		SP:Iteration 46Q (189067.080000 sec): 3 clusters
  Score: Raw -575118.103428 + Penalty 2871.348800 = -572246.754627
  nChanged 13
		SP:Iteration 47Q (189067.310000 sec): 3 clusters
  Score: Raw -575121.417912 + Penalty 2871.348800 = -572250.069112
  nChanged 9
		SP:Iteration 48Q (189067.500000 sec): 3 clusters
  Score: Raw -575123.680180 + Penalty 2871.348800 = -572252.331380
  nChanged 9
		SP:Iteration 49Q (189067.720000 sec): 3 clusters
  Score: Raw -575125.829231 + Penalty 2871.348800 = -572254.480431
  nChanged 5
		SP:Iteration 50Q (189067.900000 sec): 3 clusters
  Score: Raw -575127.139900 + Penalty 2871.348800 = -572255.791100
  nChanged 5
		SP:Iteration 51Q (189068.100000 sec): 3 clusters
  Score: Raw -575128.209972 + Penalty 2871.348800 = -572256.861172
  nChanged 2
		SP:Iteration 52Q (189068.300000 sec): 3 clusters
  Score: Raw -575128.453234 + Penalty 2871.348800 = -572257.104434
  nChanged 1
		SP:Iteration 53Q (189068.530000 sec): 3 clusters
  Score: Raw -575128.826174 + Penalty 2871.348800 = -572257.477373
  nChanged 4
		SP:Iteration 54Q (189068.730000 sec): 3 clusters
  Score: Raw -575130.327153 + Penalty 2871.348800 = -572258.978352
  nChanged 10
		SP:Iteration 55Q (189068.920000 sec): 3 clusters
  Score: Raw -575132.786145 + Penalty 2871.348800 = -572261.437344
  nChanged 11
		SP:Iteration 56Q (189069.110000 sec): 3 clusters
  Score: Raw -575136.195609 + Penalty 2871.348800 = -572264.846809
  nChanged 10
		SP:Iteration 57Q (189069.330000 sec): 3 clusters
  Score: Raw -575138.128460 + Penalty 2871.348800 = -572266.779659
  nChanged 4
		SP:Iteration 58Q (189069.520000 sec): 3 clusters
  Score: Raw -575139.489582 + Penalty 2871.348800 = -572268.140781
  nChanged 5
		SP:Iteration 59Q (189069.760000 sec): 3 clusters
  Score: Raw -575140.881964 + Penalty 2871.348800 = -572269.533164
  nChanged 3
		SP:Iteration 60F (189069.950000 sec): 3 clusters
  Score: Raw -575141.820799 + Penalty 2871.348800 = -572270.471999
  nChanged 4
		SP:Iteration 61Q (189070.170000 sec): 3 clusters
  Score: Raw -575143.341085 + Penalty 2871.348800 = -572271.992285
  nChanged 5
		SP:Iteration 62Q (189070.380000 sec): 3 clusters
  Score: Raw -575144.786748 + Penalty 2871.348800 = -572273.437948
  nChanged 4
		SP:Iteration 63Q (189070.580000 sec): 3 clusters
  Score: Raw -575145.308594 + Penalty 2871.348800 = -572273.959794
  nChanged 1
		SP:Iteration 64Q (189070.840000 sec): 3 clusters
  Score: Raw -575145.513881 + Penalty 2871.348800 = -572274.165080
  nChanged 2
		SP:Iteration 65Q (189071.060000 sec): 3 clusters
  Score: Raw -575145.970315 + Penalty 2871.348800 = -572274.621515
  nChanged 4
		SP:Iteration 66Q (189071.240000 sec): 3 clusters
  Score: Raw -575147.329063 + Penalty 2871.348800 = -572275.980263
  nChanged 3
		SP:Iteration 67Q (189071.450000 sec): 3 clusters
  Score: Raw -575147.976483 + Penalty 2871.348800 = -572276.627683
  nChanged 3
		SP:Iteration 68Q (189071.700000 sec): 3 clusters
  Score: Raw -575148.493434 + Penalty 2871.348800 = -572277.144634
  nChanged 2
		SP:Iteration 69Q (189071.940000 sec): 3 clusters
  Score: Raw -575148.862485 + Penalty 2871.348800 = -572277.513685
  nChanged 2
		SP:Iteration 70Q (189072.150000 sec): 3 clusters
  Score: Raw -575149.143649 + Penalty 2871.348800 = -572277.794849
  nChanged 0
		SP:Iteration 71F (189072.400000 sec): 3 clusters
  Score: Raw -575149.143649 + Penalty 2871.348800 = -572277.794849
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 52 (861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189072.550000 sec): 2 clusters
  Score: Raw -71679.845971 + Penalty 1098.190357 = -70581.655614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189072.720000 sec): 3 clusters
  Score: Raw -71417.650960 + Penalty 2196.380714 = -69221.270246
  nChanged 239
		SP:Iteration 1F (189072.910000 sec): 3 clusters
  Score: Raw -71631.675770 + Penalty 2196.380714 = -69435.295056
  nChanged 57
		SP:Iteration 2F (189073.110000 sec): 3 clusters
  Score: Raw -71697.580246 + Penalty 2196.380714 = -69501.199532
  nChanged 39
		SP:Iteration 3Q (189073.310000 sec): 3 clusters
  Score: Raw -71748.068448 + Penalty 2196.380714 = -69551.687735
  nChanged 24
		SP:Iteration 4Q (189073.460000 sec): 3 clusters
  Score: Raw -71786.916097 + Penalty 2196.380714 = -69590.535383
  nChanged 26
		SP:Iteration 5Q (189073.680000 sec): 3 clusters
  Score: Raw -71813.244285 + Penalty 2196.380714 = -69616.863571
  nChanged 18
		SP:Iteration 6Q (189073.930000 sec): 3 clusters
  Score: Raw -71832.789389 + Penalty 2196.380714 = -69636.408676
  nChanged 22
		SP:Iteration 7Q (189074.110000 sec): 3 clusters
  Score: Raw -71853.170573 + Penalty 2196.380714 = -69656.789859
  nChanged 13
		SP:Iteration 8Q (189074.320000 sec): 3 clusters
  Score: Raw -71866.433493 + Penalty 2196.380714 = -69670.052779
  nChanged 14
		SP:Iteration 9Q (189074.480000 sec): 3 clusters
  Score: Raw -71880.434057 + Penalty 2196.380714 = -69684.053343
  nChanged 12
		SP:Iteration 10Q (189074.670000 sec): 3 clusters
  Score: Raw -71899.456462 + Penalty 2196.380714 = -69703.075748
  nChanged 11
		SP:Iteration 11Q (189074.880000 sec): 3 clusters
  Score: Raw -71910.276536 + Penalty 2196.380714 = -69713.895822
  nChanged 12
		SP:Iteration 12Q (189075.080000 sec): 3 clusters
  Score: Raw -71927.834845 + Penalty 2196.380714 = -69731.454131
  nChanged 9
		SP:Iteration 13Q (189075.320000 sec): 3 clusters
  Score: Raw -71944.118444 + Penalty 2196.380714 = -69747.737730
  nChanged 8
		SP:Iteration 14Q (189075.470000 sec): 3 clusters
  Score: Raw -71954.078873 + Penalty 2196.380714 = -69757.698159
  nChanged 7
		SP:Iteration 15Q (189075.690000 sec): 3 clusters
  Score: Raw -71965.633193 + Penalty 2196.380714 = -69769.252479
  nChanged 9
		SP:Iteration 16Q (189075.840000 sec): 3 clusters
  Score: Raw -71977.407620 + Penalty 2196.380714 = -69781.026906
  nChanged 6
		SP:Iteration 17Q (189076.040000 sec): 3 clusters
  Score: Raw -71987.853821 + Penalty 2196.380714 = -69791.473107
  nChanged 5
		SP:Iteration 18Q (189076.220000 sec): 3 clusters
  Score: Raw -71994.865958 + Penalty 2196.380714 = -69798.485244
  nChanged 5
		SP:Iteration 19Q (189076.400000 sec): 3 clusters
  Score: Raw -72001.043834 + Penalty 2196.380714 = -69804.663120
  nChanged 5
		SP:Iteration 20F (189076.610000 sec): 3 clusters
  Score: Raw -72006.059582 + Penalty 2196.380714 = -69809.678868
  nChanged 6
		SP:Iteration 21Q (189076.830000 sec): 3 clusters
  Score: Raw -72013.653819 + Penalty 2196.380714 = -69817.273105
  nChanged 6
		SP:Iteration 22Q (189077.000000 sec): 3 clusters
  Score: Raw -72027.670047 + Penalty 2196.380714 = -69831.289333
  nChanged 6
		SP:Iteration 23Q (189077.170000 sec): 3 clusters
  Score: Raw -72035.435506 + Penalty 2196.380714 = -69839.054792
  nChanged 5
		SP:Iteration 24Q (189077.420000 sec): 3 clusters
  Score: Raw -72041.433405 + Penalty 2196.380714 = -69845.052691
  nChanged 5
		SP:Iteration 25Q (189077.650000 sec): 3 clusters
  Score: Raw -72046.104429 + Penalty 2196.380714 = -69849.723715
  nChanged 4
		SP:Iteration 26Q (189077.800000 sec): 3 clusters
  Score: Raw -72049.097619 + Penalty 2196.380714 = -69852.716905
  nChanged 2
		SP:Iteration 27Q (189077.980000 sec): 3 clusters
  Score: Raw -72052.588530 + Penalty 2196.380714 = -69856.207816
  nChanged 2
		SP:Iteration 28Q (189078.160000 sec): 3 clusters
  Score: Raw -72055.239188 + Penalty 2196.380714 = -69858.858474
  nChanged 0
		SP:Iteration 29F (189078.380000 sec): 3 clusters
  Score: Raw -72055.239188 + Penalty 2196.380714 = -69858.858474
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 53 (3092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189078.510000 sec): 2 clusters
  Score: Raw -227727.075855 + Penalty 1305.943179 = -226421.132676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189078.690000 sec): 3 clusters
  Score: Raw -226323.920576 + Penalty 2611.886358 = -223712.034218
  nChanged 1186
		SP:Iteration 1F (189078.920000 sec): 3 clusters
  Score: Raw -227131.781158 + Penalty 2611.886358 = -224519.894799
  nChanged 292
		SP:Iteration 2F (189079.080000 sec): 3 clusters
  Score: Raw -227487.598066 + Penalty 2611.886358 = -224875.711708
  nChanged 242
		SP:Iteration 3F (189079.280000 sec): 3 clusters
  Score: Raw -227850.338938 + Penalty 2611.886358 = -225238.452580
  nChanged 217
		SP:Iteration 4F (189079.450000 sec): 3 clusters
  Score: Raw -228126.024520 + Penalty 2611.886358 = -225514.138162
  nChanged 188
		SP:Iteration 5F (189079.640000 sec): 3 clusters
  Score: Raw -228313.537457 + Penalty 2611.886358 = -225701.651099
  nChanged 133
		SP:Iteration 6Q (189079.800000 sec): 3 clusters
  Score: Raw -228429.873428 + Penalty 2611.886358 = -225817.987070
  nChanged 116
		SP:Iteration 7Q (189080.030000 sec): 3 clusters
  Score: Raw -228522.061434 + Penalty 2611.886358 = -225910.175076
  nChanged 69
		SP:Iteration 8Q (189080.240000 sec): 3 clusters
  Score: Raw -228572.583602 + Penalty 2611.886358 = -225960.697243
  nChanged 47
		SP:Iteration 9Q (189080.410000 sec): 3 clusters
  Score: Raw -228607.573079 + Penalty 2611.886358 = -225995.686721
  nChanged 51
		SP:Iteration 10Q (189080.620000 sec): 3 clusters
  Score: Raw -228642.642760 + Penalty 2611.886358 = -226030.756402
  nChanged 36
		SP:Iteration 11Q (189080.850000 sec): 3 clusters
  Score: Raw -228659.878360 + Penalty 2611.886358 = -226047.992002
  nChanged 24
		SP:Iteration 12Q (189081.030000 sec): 3 clusters
  Score: Raw -228670.423457 + Penalty 2611.886358 = -226058.537099
  nChanged 16
		SP:Iteration 13Q (189081.250000 sec): 3 clusters
  Score: Raw -228677.372310 + Penalty 2611.886358 = -226065.485952
  nChanged 17
		SP:Iteration 14Q (189081.470000 sec): 3 clusters
  Score: Raw -228684.646170 + Penalty 2611.886358 = -226072.759811
  nChanged 8
		SP:Iteration 15Q (189081.660000 sec): 3 clusters
  Score: Raw -228686.387171 + Penalty 2611.886358 = -226074.500813
  nChanged 3
		SP:Iteration 16Q (189081.830000 sec): 3 clusters
  Score: Raw -228688.459523 + Penalty 2611.886358 = -226076.573165
  nChanged 2
		SP:Iteration 17Q (189082.070000 sec): 3 clusters
  Score: Raw -228689.752700 + Penalty 2611.886358 = -226077.866341
  nChanged 4
		SP:Iteration 18Q (189082.280000 sec): 3 clusters
  Score: Raw -228690.893309 + Penalty 2611.886358 = -226079.006951
  nChanged 1
		SP:Iteration 19Q (189082.440000 sec): 3 clusters
  Score: Raw -228691.134889 + Penalty 2611.886358 = -226079.248531
  nChanged 0
		SP:Iteration 20F (189082.630000 sec): 3 clusters
  Score: Raw -228691.134889 + Penalty 2611.886358 = -226079.248531
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 54 (3484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189082.770000 sec): 2 clusters
  Score: Raw -310605.315281 + Penalty 1325.339655 = -309279.975626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189082.960000 sec): 3 clusters
  Score: Raw -308938.062463 + Penalty 2650.679310 = -306287.383153
  nChanged 1321
		SP:Iteration 1F (189083.150000 sec): 3 clusters
  Score: Raw -309716.299315 + Penalty 2650.679310 = -307065.620006
  nChanged 265
		SP:Iteration 2F (189083.350000 sec): 3 clusters
  Score: Raw -309881.634885 + Penalty 2650.679310 = -307230.955575
  nChanged 176
		SP:Iteration 3F (189083.600000 sec): 3 clusters
  Score: Raw -309986.645510 + Penalty 2650.679310 = -307335.966200
  nChanged 128
		SP:Iteration 4Q (189083.760000 sec): 3 clusters
  Score: Raw -310064.667882 + Penalty 2650.679310 = -307413.988573
  nChanged 131
		SP:Iteration 5Q (189083.980000 sec): 3 clusters
  Score: Raw -310151.268931 + Penalty 2650.679310 = -307500.589622
  nChanged 126
		SP:Iteration 6Q (189084.140000 sec): 3 clusters
  Score: Raw -310227.486630 + Penalty 2650.679310 = -307576.807320
  nChanged 117
		SP:Iteration 7Q (189084.390000 sec): 3 clusters
  Score: Raw -310297.822785 + Penalty 2650.679310 = -307647.143475
  nChanged 99
		SP:Iteration 8Q (189084.620000 sec): 3 clusters
  Score: Raw -310350.112718 + Penalty 2650.679310 = -307699.433408
  nChanged 84
		SP:Iteration 9Q (189084.820000 sec): 3 clusters
  Score: Raw -310396.005063 + Penalty 2650.679310 = -307745.325753
  nChanged 65
		SP:Iteration 10Q (189084.970000 sec): 3 clusters
  Score: Raw -310435.756429 + Penalty 2650.679310 = -307785.077119
  nChanged 64
		SP:Iteration 11Q (189085.180000 sec): 3 clusters
  Score: Raw -310479.646862 + Penalty 2650.679310 = -307828.967552
  nChanged 66
		SP:Iteration 12Q (189085.360000 sec): 3 clusters
  Score: Raw -310533.499832 + Penalty 2650.679310 = -307882.820523
  nChanged 73
		SP:Iteration 13Q (189085.550000 sec): 3 clusters
  Score: Raw -310590.831244 + Penalty 2650.679310 = -307940.151934
  nChanged 50
		SP:Iteration 14Q (189085.700000 sec): 3 clusters
  Score: Raw -310626.950318 + Penalty 2650.679310 = -307976.271008
  nChanged 41
		SP:Iteration 15Q (189085.860000 sec): 3 clusters
  Score: Raw -310657.726421 + Penalty 2650.679310 = -308007.047111
  nChanged 40
		SP:Iteration 16Q (189086.100000 sec): 3 clusters
  Score: Raw -310683.944926 + Penalty 2650.679310 = -308033.265616
  nChanged 32
		SP:Iteration 17Q (189086.250000 sec): 3 clusters
  Score: Raw -310710.204972 + Penalty 2650.679310 = -308059.525662
  nChanged 18
		SP:Iteration 18Q (189086.430000 sec): 3 clusters
  Score: Raw -310722.388659 + Penalty 2650.679310 = -308071.709350
  nChanged 11
		SP:Iteration 19Q (189086.640000 sec): 3 clusters
  Score: Raw -310730.722257 + Penalty 2650.679310 = -308080.042947
  nChanged 11
		SP:Iteration 20F (189086.800000 sec): 3 clusters
  Score: Raw -310744.195070 + Penalty 2650.679310 = -308093.515760
  nChanged 10
		SP:Iteration 21Q (189087.000000 sec): 3 clusters
  Score: Raw -310755.407405 + Penalty 2650.679310 = -308104.728096
  nChanged 5
		SP:Iteration 22Q (189087.180000 sec): 3 clusters
  Score: Raw -310758.253815 + Penalty 2650.679310 = -308107.574505
  nChanged 5
		SP:Iteration 23Q (189087.400000 sec): 3 clusters
  Score: Raw -310763.272866 + Penalty 2650.679310 = -308112.593557
  nChanged 9
		SP:Iteration 24Q (189087.610000 sec): 3 clusters
  Score: Raw -310773.229008 + Penalty 2650.679310 = -308122.549698
  nChanged 7
		SP:Iteration 25Q (189087.820000 sec): 3 clusters
  Score: Raw -310778.586996 + Penalty 2650.679310 = -308127.907686
  nChanged 5
		SP:Iteration 26Q (189088.010000 sec): 3 clusters
  Score: Raw -310783.233546 + Penalty 2650.679310 = -308132.554237
  nChanged 6
		SP:Iteration 27Q (189088.200000 sec): 3 clusters
  Score: Raw -310792.499901 + Penalty 2650.679310 = -308141.820591
  nChanged 9
		SP:Iteration 28Q (189088.420000 sec): 3 clusters
  Score: Raw -310803.084748 + Penalty 2650.679310 = -308152.405438
  nChanged 5
		SP:Iteration 29Q (189088.590000 sec): 3 clusters
  Score: Raw -310806.579101 + Penalty 2650.679310 = -308155.899792
  nChanged 3
		SP:Iteration 30Q (189088.750000 sec): 3 clusters
  Score: Raw -310808.655331 + Penalty 2650.679310 = -308157.976022
  nChanged 2
		SP:Iteration 31Q (189088.950000 sec): 3 clusters
  Score: Raw -310810.459169 + Penalty 2650.679310 = -308159.779859
  nChanged 1
		SP:Iteration 32Q (189089.140000 sec): 3 clusters
  Score: Raw -310811.370455 + Penalty 2650.679310 = -308160.691145
  nChanged 1
		SP:Iteration 33Q (189089.400000 sec): 3 clusters
  Score: Raw -310813.918962 + Penalty 2650.679310 = -308163.239652
  nChanged 3
		SP:Iteration 34Q (189089.610000 sec): 3 clusters
  Score: Raw -310815.462145 + Penalty 2650.679310 = -308164.782835
  nChanged 1
		SP:Iteration 35Q (189089.800000 sec): 3 clusters
  Score: Raw -310815.938902 + Penalty 2650.679310 = -308165.259592
  nChanged 1
		SP:Iteration 36Q (189089.950000 sec): 3 clusters
  Score: Raw -310816.771158 + Penalty 2650.679310 = -308166.091848
  nChanged 0
		SP:Iteration 37F (189090.140000 sec): 3 clusters
  Score: Raw -310816.771158 + Penalty 2650.679310 = -308166.091848
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 55 (8201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189090.270000 sec): 2 clusters
  Score: Raw -702470.222890 + Penalty 1464.451849 = -701005.771042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189090.490000 sec): 3 clusters
  Score: Raw -698011.513216 + Penalty 2928.903698 = -695082.609519
  nChanged 3410
		SP:Iteration 1F (189090.740000 sec): 3 clusters
  Score: Raw -699863.847066 + Penalty 2928.903698 = -696934.943369
  nChanged 539
		SP:Iteration 2F (189090.970000 sec): 3 clusters
  Score: Raw -700127.035067 + Penalty 2928.903698 = -697198.131370
  nChanged 456
		SP:Iteration 3F (189091.220000 sec): 3 clusters
  Score: Raw -700352.307629 + Penalty 2928.903698 = -697423.403931
  nChanged 400
		SP:Iteration 4Q (189091.450000 sec): 3 clusters
  Score: Raw -700548.812444 + Penalty 2928.903698 = -697619.908747
  nChanged 376
		SP:Iteration 5Q (189091.680000 sec): 3 clusters
  Score: Raw -700780.217186 + Penalty 2928.903698 = -697851.313488
  nChanged 417
		SP:Iteration 6F (189091.910000 sec): 3 clusters
  Score: Raw -701025.184521 + Penalty 2928.903698 = -698096.280824
  nChanged 358
		SP:Iteration 7Q (189092.160000 sec): 3 clusters
  Score: Raw -701213.986758 + Penalty 2928.903698 = -698285.083061
  nChanged 328
		SP:Iteration 8Q (189092.340000 sec): 3 clusters
  Score: Raw -701388.159899 + Penalty 2928.903698 = -698459.256202
  nChanged 285
		SP:Iteration 9Q (189092.570000 sec): 3 clusters
  Score: Raw -701535.996728 + Penalty 2928.903698 = -698607.093031
  nChanged 225
		SP:Iteration 10Q (189092.770000 sec): 3 clusters
  Score: Raw -701660.874676 + Penalty 2928.903698 = -698731.970979
  nChanged 233
		SP:Iteration 11Q (189093.060000 sec): 3 clusters
  Score: Raw -701799.629556 + Penalty 2928.903698 = -698870.725859
  nChanged 222
		SP:Iteration 12Q (189093.300000 sec): 3 clusters
  Score: Raw -701948.559696 + Penalty 2928.903698 = -699019.655999
  nChanged 181
		SP:Iteration 13Q (189093.440000 sec): 3 clusters
  Score: Raw -702051.333762 + Penalty 2928.903698 = -699122.430065
  nChanged 156
		SP:Iteration 14Q (189093.640000 sec): 3 clusters
  Score: Raw -702137.109823 + Penalty 2928.903698 = -699208.206125
  nChanged 139
		SP:Iteration 15Q (189093.860000 sec): 3 clusters
  Score: Raw -702202.897088 + Penalty 2928.903698 = -699273.993391
  nChanged 114
		SP:Iteration 16Q (189094.080000 sec): 3 clusters
  Score: Raw -702254.537968 + Penalty 2928.903698 = -699325.634271
  nChanged 102
		SP:Iteration 17Q (189094.220000 sec): 3 clusters
  Score: Raw -702293.637052 + Penalty 2928.903698 = -699364.733354
  nChanged 76
		SP:Iteration 18Q (189094.400000 sec): 3 clusters
  Score: Raw -702321.944834 + Penalty 2928.903698 = -699393.041137
  nChanged 67
		SP:Iteration 19Q (189094.610000 sec): 3 clusters
  Score: Raw -702340.303441 + Penalty 2928.903698 = -699411.399744
  nChanged 42
		SP:Iteration 20F (189094.780000 sec): 3 clusters
  Score: Raw -702350.848575 + Penalty 2928.903698 = -699421.944878
  nChanged 35
		SP:Iteration 21Q (189095.000000 sec): 3 clusters
  Score: Raw -702360.462675 + Penalty 2928.903698 = -699431.558978
  nChanged 27
		SP:Iteration 22Q (189095.180000 sec): 3 clusters
  Score: Raw -702365.381183 + Penalty 2928.903698 = -699436.477486
  nChanged 20
		SP:Iteration 23Q (189095.360000 sec): 3 clusters
  Score: Raw -702369.459659 + Penalty 2928.903698 = -699440.555961
  nChanged 17
		SP:Iteration 24Q (189095.540000 sec): 3 clusters
  Score: Raw -702372.136426 + Penalty 2928.903698 = -699443.232728
  nChanged 10
		SP:Iteration 25Q (189095.750000 sec): 3 clusters
  Score: Raw -702373.729845 + Penalty 2928.903698 = -699444.826148
  nChanged 10
		SP:Iteration 26Q (189095.940000 sec): 3 clusters
  Score: Raw -702375.650805 + Penalty 2928.903698 = -699446.747108
  nChanged 14
		SP:Iteration 27Q (189096.130000 sec): 3 clusters
  Score: Raw -702378.561628 + Penalty 2928.903698 = -699449.657930
  nChanged 17
		SP:Iteration 28Q (189096.350000 sec): 3 clusters
  Score: Raw -702382.438671 + Penalty 2928.903698 = -699453.534973
  nChanged 25
		SP:Iteration 29Q (189096.570000 sec): 3 clusters
  Score: Raw -702388.095688 + Penalty 2928.903698 = -699459.191991
  nChanged 16
		SP:Iteration 30Q (189096.810000 sec): 3 clusters
  Score: Raw -702392.355928 + Penalty 2928.903698 = -699463.452230
  nChanged 21
		SP:Iteration 31Q (189097.030000 sec): 3 clusters
  Score: Raw -702396.567330 + Penalty 2928.903698 = -699467.663632
  nChanged 22
		SP:Iteration 32Q (189097.210000 sec): 3 clusters
  Score: Raw -702402.133853 + Penalty 2928.903698 = -699473.230155
  nChanged 14
		SP:Iteration 33Q (189097.460000 sec): 3 clusters
  Score: Raw -702405.137463 + Penalty 2928.903698 = -699476.233766
  nChanged 20
		SP:Iteration 34Q (189097.640000 sec): 3 clusters
  Score: Raw -702410.339200 + Penalty 2928.903698 = -699481.435502
  nChanged 16
		SP:Iteration 35Q (189097.860000 sec): 3 clusters
  Score: Raw -702414.901171 + Penalty 2928.903698 = -699485.997473
  nChanged 19
		SP:Iteration 36Q (189098.090000 sec): 3 clusters
  Score: Raw -702418.947821 + Penalty 2928.903698 = -699490.044123
  nChanged 8
		SP:Iteration 37Q (189098.330000 sec): 3 clusters
  Score: Raw -702420.671327 + Penalty 2928.903698 = -699491.767630
  nChanged 7
		SP:Iteration 38Q (189098.550000 sec): 3 clusters
  Score: Raw -702422.381502 + Penalty 2928.903698 = -699493.477804
  nChanged 11
		SP:Iteration 39Q (189098.770000 sec): 3 clusters
  Score: Raw -702424.831050 + Penalty 2928.903698 = -699495.927352
  nChanged 8
		SP:Iteration 40F (189098.960000 sec): 3 clusters
  Score: Raw -702426.225587 + Penalty 2928.903698 = -699497.321890
  nChanged 9
		SP:Iteration 41Q (189099.220000 sec): 3 clusters
  Score: Raw -702427.907982 + Penalty 2928.903698 = -699499.004285
  nChanged 6
		SP:Iteration 42Q (189099.430000 sec): 3 clusters
  Score: Raw -702429.206339 + Penalty 2928.903698 = -699500.302642
  nChanged 6
		SP:Iteration 43Q (189099.640000 sec): 3 clusters
  Score: Raw -702429.942693 + Penalty 2928.903698 = -699501.038995
  nChanged 8
		SP:Iteration 44Q (189099.860000 sec): 3 clusters
  Score: Raw -702431.927448 + Penalty 2928.903698 = -699503.023750
  nChanged 5
		SP:Iteration 45Q (189100.070000 sec): 3 clusters
  Score: Raw -702432.817757 + Penalty 2928.903698 = -699503.914059
  nChanged 6
		SP:Iteration 46Q (189100.320000 sec): 3 clusters
  Score: Raw -702434.527562 + Penalty 2928.903698 = -699505.623864
  nChanged 9
		SP:Iteration 47Q (189100.550000 sec): 3 clusters
  Score: Raw -702436.630461 + Penalty 2928.903698 = -699507.726763
  nChanged 9
		SP:Iteration 48Q (189100.800000 sec): 3 clusters
  Score: Raw -702438.521508 + Penalty 2928.903698 = -699509.617811
  nChanged 11
		SP:Iteration 49Q (189101.010000 sec): 3 clusters
  Score: Raw -702440.918361 + Penalty 2928.903698 = -699512.014664
  nChanged 10
		SP:Iteration 50Q (189101.250000 sec): 3 clusters
  Score: Raw -702443.234637 + Penalty 2928.903698 = -699514.330940
  nChanged 9
		SP:Iteration 51Q (189101.480000 sec): 3 clusters
  Score: Raw -702445.391945 + Penalty 2928.903698 = -699516.488247
  nChanged 6
		SP:Iteration 52Q (189101.660000 sec): 3 clusters
  Score: Raw -702446.671528 + Penalty 2928.903698 = -699517.767831
  nChanged 12
		SP:Iteration 53Q (189101.890000 sec): 3 clusters
  Score: Raw -702449.488379 + Penalty 2928.903698 = -699520.584681
  nChanged 9
		SP:Iteration 54Q (189102.090000 sec): 3 clusters
  Score: Raw -702451.038179 + Penalty 2928.903698 = -699522.134482
  nChanged 12
		SP:Iteration 55Q (189102.300000 sec): 3 clusters
  Score: Raw -702454.007278 + Penalty 2928.903698 = -699525.103580
  nChanged 12
		SP:Iteration 56Q (189102.560000 sec): 3 clusters
  Score: Raw -702455.721485 + Penalty 2928.903698 = -699526.817788
  nChanged 5
		SP:Iteration 57Q (189102.800000 sec): 3 clusters
  Score: Raw -702456.735170 + Penalty 2928.903698 = -699527.831472
  nChanged 6
		SP:Iteration 58Q (189102.990000 sec): 3 clusters
  Score: Raw -702457.844677 + Penalty 2928.903698 = -699528.940980
  nChanged 5
		SP:Iteration 59Q (189103.210000 sec): 3 clusters
  Score: Raw -702458.541030 + Penalty 2928.903698 = -699529.637332
  nChanged 4
		SP:Iteration 60F (189103.420000 sec): 3 clusters
  Score: Raw -702459.481469 + Penalty 2928.903698 = -699530.577772
  nChanged 6
		SP:Iteration 61Q (189103.640000 sec): 3 clusters
  Score: Raw -702461.042229 + Penalty 2928.903698 = -699532.138531
  nChanged 7
		SP:Iteration 62Q (189103.870000 sec): 3 clusters
  Score: Raw -702462.723663 + Penalty 2928.903698 = -699533.819966
  nChanged 6
		SP:Iteration 63Q (189104.050000 sec): 3 clusters
  Score: Raw -702463.726427 + Penalty 2928.903698 = -699534.822730
  nChanged 9
		SP:Iteration 64Q (189104.260000 sec): 3 clusters
  Score: Raw -702465.181610 + Penalty 2928.903698 = -699536.277913
  nChanged 7
		SP:Iteration 65Q (189104.540000 sec): 3 clusters
  Score: Raw -702467.321418 + Penalty 2928.903698 = -699538.417720
  nChanged 10
		SP:Iteration 66Q (189104.730000 sec): 3 clusters
  Score: Raw -702470.097801 + Penalty 2928.903698 = -699541.194104
  nChanged 13
		SP:Iteration 67Q (189104.930000 sec): 3 clusters
  Score: Raw -702472.512488 + Penalty 2928.903698 = -699543.608791
  nChanged 6
		SP:Iteration 68Q (189105.130000 sec): 3 clusters
  Score: Raw -702473.672862 + Penalty 2928.903698 = -699544.769164
  nChanged 6
		SP:Iteration 69Q (189105.310000 sec): 3 clusters
  Score: Raw -702475.113085 + Penalty 2928.903698 = -699546.209387
  nChanged 7
		SP:Iteration 70Q (189105.480000 sec): 3 clusters
  Score: Raw -702476.462758 + Penalty 2928.903698 = -699547.559061
  nChanged 4
		SP:Iteration 71Q (189105.670000 sec): 3 clusters
  Score: Raw -702476.960204 + Penalty 2928.903698 = -699548.056506
  nChanged 3
		SP:Iteration 72Q (189105.890000 sec): 3 clusters
  Score: Raw -702477.275528 + Penalty 2928.903698 = -699548.371831
  nChanged 1
		SP:Iteration 73Q (189106.140000 sec): 3 clusters
  Score: Raw -702477.409241 + Penalty 2928.903698 = -699548.505543
  nChanged 4
		SP:Iteration 74Q (189106.370000 sec): 3 clusters
  Score: Raw -702478.042474 + Penalty 2928.903698 = -699549.138776
  nChanged 3
		SP:Iteration 75Q (189106.640000 sec): 3 clusters
  Score: Raw -702478.311155 + Penalty 2928.903698 = -699549.407457
  nChanged 1
		SP:Iteration 76Q (189106.820000 sec): 3 clusters
  Score: Raw -702478.344995 + Penalty 2928.903698 = -699549.441297
  nChanged 0
		SP:Iteration 77F (189107.090000 sec): 3 clusters
  Score: Raw -702478.344995 + Penalty 2928.903698 = -699549.441297
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 56 (6381 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189107.210000 sec): 2 clusters
  Score: Raw -501339.173897 + Penalty 1423.675517 = -499915.498380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189107.470000 sec): 3 clusters
  Score: Raw -497902.315224 + Penalty 2847.351034 = -495054.964191
  nChanged 2685
		SP:Iteration 1F (189107.690000 sec): 3 clusters
  Score: Raw -499484.901595 + Penalty 2847.351034 = -496637.550561
  nChanged 525
		SP:Iteration 2F (189107.940000 sec): 3 clusters
  Score: Raw -499818.353444 + Penalty 2847.351034 = -496971.002410
  nChanged 405
		SP:Iteration 3F (189108.160000 sec): 3 clusters
  Score: Raw -500128.590513 + Penalty 2847.351034 = -497281.239479
  nChanged 395
		SP:Iteration 4F (189108.380000 sec): 3 clusters
  Score: Raw -500431.549507 + Penalty 2847.351034 = -497584.198473
  nChanged 350
		SP:Iteration 5F (189108.610000 sec): 3 clusters
  Score: Raw -500673.357480 + Penalty 2847.351034 = -497826.006446
  nChanged 295
		SP:Iteration 6Q (189108.870000 sec): 3 clusters
  Score: Raw -500885.368085 + Penalty 2847.351034 = -498038.017051
  nChanged 267
		SP:Iteration 7Q (189109.150000 sec): 3 clusters
  Score: Raw -501044.806916 + Penalty 2847.351034 = -498197.455882
  nChanged 210
		SP:Iteration 8Q (189109.350000 sec): 3 clusters
  Score: Raw -501148.948238 + Penalty 2847.351034 = -498301.597204
  nChanged 165
		SP:Iteration 9Q (189109.580000 sec): 3 clusters
  Score: Raw -501227.741660 + Penalty 2847.351034 = -498380.390626
  nChanged 131
		SP:Iteration 10Q (189109.770000 sec): 3 clusters
  Score: Raw -501276.761418 + Penalty 2847.351034 = -498429.410384
  nChanged 111
		SP:Iteration 11Q (189110.000000 sec): 3 clusters
  Score: Raw -501322.783799 + Penalty 2847.351034 = -498475.432765
  nChanged 93
		SP:Iteration 12Q (189110.250000 sec): 3 clusters
  Score: Raw -501356.882092 + Penalty 2847.351034 = -498509.531058
  nChanged 92
		SP:Iteration 13Q (189110.430000 sec): 3 clusters
  Score: Raw -501394.497731 + Penalty 2847.351034 = -498547.146697
  nChanged 74
		SP:Iteration 14Q (189110.660000 sec): 3 clusters
  Score: Raw -501418.557015 + Penalty 2847.351034 = -498571.205981
  nChanged 67
		SP:Iteration 15Q (189110.890000 sec): 3 clusters
  Score: Raw -501442.603587 + Penalty 2847.351034 = -498595.252554
  nChanged 63
		SP:Iteration 16Q (189111.100000 sec): 3 clusters
  Score: Raw -501462.510826 + Penalty 2847.351034 = -498615.159792
  nChanged 62
		SP:Iteration 17Q (189111.280000 sec): 3 clusters
  Score: Raw -501487.452993 + Penalty 2847.351034 = -498640.101959
  nChanged 71
		SP:Iteration 18Q (189111.470000 sec): 3 clusters
  Score: Raw -501519.820606 + Penalty 2847.351034 = -498672.469572
  nChanged 73
		SP:Iteration 19Q (189111.670000 sec): 3 clusters
  Score: Raw -501553.428385 + Penalty 2847.351034 = -498706.077351
  nChanged 80
		SP:Iteration 20F (189111.870000 sec): 3 clusters
  Score: Raw -501594.189351 + Penalty 2847.351034 = -498746.838317
  nChanged 87
		SP:Iteration 21Q (189112.050000 sec): 3 clusters
  Score: Raw -501641.053554 + Penalty 2847.351034 = -498793.702521
  nChanged 89
		SP:Iteration 22Q (189112.270000 sec): 3 clusters
  Score: Raw -501692.685867 + Penalty 2847.351034 = -498845.334833
  nChanged 87
		SP:Iteration 23Q (189112.460000 sec): 3 clusters
  Score: Raw -501735.078026 + Penalty 2847.351034 = -498887.726992
  nChanged 67
		SP:Iteration 24Q (189112.680000 sec): 3 clusters
  Score: Raw -501760.570964 + Penalty 2847.351034 = -498913.219931
  nChanged 55
		SP:Iteration 25Q (189112.910000 sec): 3 clusters
  Score: Raw -501780.572498 + Penalty 2847.351034 = -498933.221464
  nChanged 38
		SP:Iteration 26Q (189113.080000 sec): 3 clusters
  Score: Raw -501793.883118 + Penalty 2847.351034 = -498946.532084
  nChanged 32
		SP:Iteration 27Q (189113.360000 sec): 3 clusters
  Score: Raw -501803.987752 + Penalty 2847.351034 = -498956.636718
  nChanged 32
		SP:Iteration 28Q (189113.530000 sec): 3 clusters
  Score: Raw -501814.188827 + Penalty 2847.351034 = -498966.837793
  nChanged 28
		SP:Iteration 29Q (189113.760000 sec): 3 clusters
  Score: Raw -501822.427665 + Penalty 2847.351034 = -498975.076631
  nChanged 20
		SP:Iteration 30Q (189113.980000 sec): 3 clusters
  Score: Raw -501828.130025 + Penalty 2847.351034 = -498980.778991
  nChanged 18
		SP:Iteration 31Q (189114.210000 sec): 3 clusters
  Score: Raw -501834.766925 + Penalty 2847.351034 = -498987.415891
  nChanged 22
		SP:Iteration 32Q (189114.390000 sec): 3 clusters
  Score: Raw -501840.644078 + Penalty 2847.351034 = -498993.293045
  nChanged 22
		SP:Iteration 33Q (189114.660000 sec): 3 clusters
  Score: Raw -501847.103512 + Penalty 2847.351034 = -498999.752478
  nChanged 26
		SP:Iteration 34Q (189114.860000 sec): 3 clusters
  Score: Raw -501855.645513 + Penalty 2847.351034 = -499008.294479
  nChanged 20
		SP:Iteration 35Q (189115.080000 sec): 3 clusters
  Score: Raw -501861.340880 + Penalty 2847.351034 = -499013.989847
  nChanged 17
		SP:Iteration 36Q (189115.250000 sec): 3 clusters
  Score: Raw -501866.475460 + Penalty 2847.351034 = -499019.124427
  nChanged 15
		SP:Iteration 37Q (189115.480000 sec): 3 clusters
  Score: Raw -501871.568009 + Penalty 2847.351034 = -499024.216975
  nChanged 20
		SP:Iteration 38Q (189115.720000 sec): 3 clusters
  Score: Raw -501879.105301 + Penalty 2847.351034 = -499031.754267
  nChanged 18
		SP:Iteration 39Q (189115.940000 sec): 3 clusters
  Score: Raw -501886.777660 + Penalty 2847.351034 = -499039.426626
  nChanged 25
		SP:Iteration 40F (189116.150000 sec): 3 clusters
  Score: Raw -501898.404930 + Penalty 2847.351034 = -499051.053896
  nChanged 25
		SP:Iteration 41Q (189116.310000 sec): 3 clusters
  Score: Raw -501909.553912 + Penalty 2847.351034 = -499062.202879
  nChanged 26
		SP:Iteration 42Q (189116.530000 sec): 3 clusters
  Score: Raw -501921.351127 + Penalty 2847.351034 = -499074.000093
  nChanged 36
		SP:Iteration 43Q (189116.720000 sec): 3 clusters
  Score: Raw -501937.517065 + Penalty 2847.351034 = -499090.166031
  nChanged 22
		SP:Iteration 44Q (189116.930000 sec): 3 clusters
  Score: Raw -501945.796134 + Penalty 2847.351034 = -499098.445100
  nChanged 12
		SP:Iteration 45Q (189117.140000 sec): 3 clusters
  Score: Raw -501949.624616 + Penalty 2847.351034 = -499102.273582
  nChanged 11
		SP:Iteration 46Q (189117.350000 sec): 3 clusters
  Score: Raw -501953.279989 + Penalty 2847.351034 = -499105.928955
  nChanged 9
		SP:Iteration 47Q (189117.540000 sec): 3 clusters
  Score: Raw -501957.088848 + Penalty 2847.351034 = -499109.737814
  nChanged 15
		SP:Iteration 48Q (189117.730000 sec): 3 clusters
  Score: Raw -501964.192586 + Penalty 2847.351034 = -499116.841552
  nChanged 16
		SP:Iteration 49Q (189117.890000 sec): 3 clusters
  Score: Raw -501969.698182 + Penalty 2847.351034 = -499122.347148
  nChanged 19
		SP:Iteration 50Q (189118.100000 sec): 3 clusters
  Score: Raw -501975.907919 + Penalty 2847.351034 = -499128.556885
  nChanged 10
		SP:Iteration 51Q (189118.320000 sec): 3 clusters
  Score: Raw -501978.052120 + Penalty 2847.351034 = -499130.701086
  nChanged 10
		SP:Iteration 52Q (189118.550000 sec): 3 clusters
  Score: Raw -501980.950797 + Penalty 2847.351034 = -499133.599763
  nChanged 9
		SP:Iteration 53Q (189118.750000 sec): 3 clusters
  Score: Raw -501984.307649 + Penalty 2847.351034 = -499136.956615
  nChanged 9
		SP:Iteration 54Q (189118.980000 sec): 3 clusters
  Score: Raw -501986.753603 + Penalty 2847.351034 = -499139.402569
  nChanged 3
		SP:Iteration 55Q (189119.250000 sec): 3 clusters
  Score: Raw -501987.146457 + Penalty 2847.351034 = -499139.795423
  nChanged 1
		SP:Iteration 56Q (189119.440000 sec): 3 clusters
  Score: Raw -501987.398953 + Penalty 2847.351034 = -499140.047919
  nChanged 3
		SP:Iteration 57Q (189119.660000 sec): 3 clusters
  Score: Raw -501989.191086 + Penalty 2847.351034 = -499141.840052
  nChanged 3
		SP:Iteration 58Q (189119.860000 sec): 3 clusters
  Score: Raw -501989.993806 + Penalty 2847.351034 = -499142.642773
  nChanged 0
		SP:Iteration 59F (189120.050000 sec): 3 clusters
  Score: Raw -501989.993806 + Penalty 2847.351034 = -499142.642773
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 57 (7022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189120.180000 sec): 2 clusters
  Score: Raw -597666.163196 + Penalty 1439.230545 = -596226.932650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189120.440000 sec): 3 clusters
  Score: Raw -593837.305374 + Penalty 2878.461091 = -590958.844283
  nChanged 3024
		SP:Iteration 1F (189120.650000 sec): 3 clusters
  Score: Raw -595564.417676 + Penalty 2878.461091 = -592685.956585
  nChanged 487
		SP:Iteration 2F (189120.910000 sec): 3 clusters
  Score: Raw -595806.884847 + Penalty 2878.461091 = -592928.423756
  nChanged 374
		SP:Iteration 3F (189121.130000 sec): 3 clusters
  Score: Raw -595989.123273 + Penalty 2878.461091 = -593110.662182
  nChanged 339
		SP:Iteration 4Q (189121.300000 sec): 3 clusters
  Score: Raw -596146.392907 + Penalty 2878.461091 = -593267.931817
  nChanged 301
		SP:Iteration 5Q (189121.500000 sec): 3 clusters
  Score: Raw -596283.857641 + Penalty 2878.461091 = -593405.396550
  nChanged 275
		SP:Iteration 6Q (189121.710000 sec): 3 clusters
  Score: Raw -596416.681294 + Penalty 2878.461091 = -593538.220203
  nChanged 254
		SP:Iteration 7Q (189121.930000 sec): 3 clusters
  Score: Raw -596556.475665 + Penalty 2878.461091 = -593678.014574
  nChanged 252
		SP:Iteration 8Q (189122.170000 sec): 3 clusters
  Score: Raw -596703.129585 + Penalty 2878.461091 = -593824.668494
  nChanged 245
		SP:Iteration 9Q (189122.400000 sec): 3 clusters
  Score: Raw -596857.517119 + Penalty 2878.461091 = -593979.056029
  nChanged 232
		SP:Iteration 10Q (189122.600000 sec): 3 clusters
  Score: Raw -597028.448583 + Penalty 2878.461091 = -594149.987492
  nChanged 213
		SP:Iteration 11Q (189122.800000 sec): 3 clusters
  Score: Raw -597172.562818 + Penalty 2878.461091 = -594294.101727
  nChanged 185
		SP:Iteration 12Q (189123.020000 sec): 3 clusters
  Score: Raw -597316.577611 + Penalty 2878.461091 = -594438.116520
  nChanged 177
		SP:Iteration 13Q (189123.230000 sec): 3 clusters
  Score: Raw -597460.730509 + Penalty 2878.461091 = -594582.269418
  nChanged 140
		SP:Iteration 14Q (189123.450000 sec): 3 clusters
  Score: Raw -597593.543366 + Penalty 2878.461091 = -594715.082275
  nChanged 106
		SP:Iteration 15Q (189123.660000 sec): 3 clusters
  Score: Raw -597696.337557 + Penalty 2878.461091 = -594817.876466
  nChanged 71
		SP:Iteration 16Q (189123.870000 sec): 3 clusters
  Score: Raw -597749.738570 + Penalty 2878.461091 = -594871.277479
  nChanged 43
		SP:Iteration 17Q (189124.070000 sec): 3 clusters
  Score: Raw -597784.344067 + Penalty 2878.461091 = -594905.882977
  nChanged 37
		SP:Iteration 18Q (189124.240000 sec): 3 clusters
  Score: Raw -597808.414188 + Penalty 2878.461091 = -594929.953098
  nChanged 33
		SP:Iteration 19Q (189124.430000 sec): 3 clusters
  Score: Raw -597838.046515 + Penalty 2878.461091 = -594959.585424
  nChanged 32
		SP:Iteration 20F (189124.680000 sec): 3 clusters
  Score: Raw -597859.817694 + Penalty 2878.461091 = -594981.356603
  nChanged 18
		SP:Iteration 21Q (189124.890000 sec): 3 clusters
  Score: Raw -597870.429771 + Penalty 2878.461091 = -594991.968680
  nChanged 17
		SP:Iteration 22Q (189125.110000 sec): 3 clusters
  Score: Raw -597877.894704 + Penalty 2878.461091 = -594999.433613
  nChanged 14
		SP:Iteration 23Q (189125.350000 sec): 3 clusters
  Score: Raw -597887.272601 + Penalty 2878.461091 = -595008.811510
  nChanged 14
		SP:Iteration 24Q (189125.570000 sec): 3 clusters
  Score: Raw -597898.595264 + Penalty 2878.461091 = -595020.134173
  nChanged 10
		SP:Iteration 25Q (189125.790000 sec): 3 clusters
  Score: Raw -597902.398969 + Penalty 2878.461091 = -595023.937878
  nChanged 9
		SP:Iteration 26Q (189125.960000 sec): 3 clusters
  Score: Raw -597908.442005 + Penalty 2878.461091 = -595029.980914
  nChanged 10
		SP:Iteration 27Q (189126.180000 sec): 3 clusters
  Score: Raw -597914.711060 + Penalty 2878.461091 = -595036.249969
  nChanged 7
		SP:Iteration 28Q (189126.430000 sec): 3 clusters
  Score: Raw -597917.819807 + Penalty 2878.461091 = -595039.358716
  nChanged 3
		SP:Iteration 29Q (189126.650000 sec): 3 clusters
  Score: Raw -597919.826499 + Penalty 2878.461091 = -595041.365408
  nChanged 4
		SP:Iteration 30Q (189126.880000 sec): 3 clusters
  Score: Raw -597925.002342 + Penalty 2878.461091 = -595046.541251
  nChanged 8
		SP:Iteration 31Q (189127.130000 sec): 3 clusters
  Score: Raw -597929.914359 + Penalty 2878.461091 = -595051.453268
  nChanged 3
		SP:Iteration 32Q (189127.330000 sec): 3 clusters
  Score: Raw -597931.130933 + Penalty 2878.461091 = -595052.669842
  nChanged 2
		SP:Iteration 33Q (189127.540000 sec): 3 clusters
  Score: Raw -597932.530855 + Penalty 2878.461091 = -595054.069764
  nChanged 2
		SP:Iteration 34Q (189127.730000 sec): 3 clusters
  Score: Raw -597933.958091 + Penalty 2878.461091 = -595055.497000
  nChanged 1
		SP:Iteration 35Q (189127.920000 sec): 3 clusters
  Score: Raw -597934.110478 + Penalty 2878.461091 = -595055.649387
  nChanged 0
		SP:Iteration 36F (189128.190000 sec): 3 clusters
  Score: Raw -597934.110478 + Penalty 2878.461091 = -595055.649387
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 58 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189128.300000 sec): 2 clusters
  Score: Raw -13125.601970 + Penalty 827.734408 = -12297.867562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189128.490000 sec): 3 clusters
  Score: Raw -13252.057210 + Penalty 1655.468815 = -11596.588394
  nChanged 10
		SP:Iteration 1F (189128.650000 sec): 3 clusters
  Score: Raw -13282.906223 + Penalty 1655.468815 = -11627.437408
  nChanged 4
		SP:Iteration 2Q (189128.830000 sec): 3 clusters
  Score: Raw -13302.022950 + Penalty 1655.468815 = -11646.554134
  nChanged 1
		SP:Iteration 3Q (189129.070000 sec): 3 clusters
  Score: Raw -13304.978385 + Penalty 1655.468815 = -11649.509570
  nChanged 0
		SP:Iteration 4F (189129.270000 sec): 3 clusters
  Score: Raw -13304.978385 + Penalty 1655.468815 = -11649.509570
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 59 (339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189129.390000 sec): 2 clusters
  Score: Raw -26928.187654 + Penalty 946.725017 = -25981.462637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189129.650000 sec): 3 clusters
  Score: Raw -26917.498367 + Penalty 1893.450035 = -25024.048332
  nChanged 57
		SP:Iteration 1F (189129.830000 sec): 3 clusters
  Score: Raw -27021.990424 + Penalty 1893.450035 = -25128.540389
  nChanged 19
		SP:Iteration 2F (189130.050000 sec): 3 clusters
  Score: Raw -27076.728683 + Penalty 1893.450035 = -25183.278648
  nChanged 16
		SP:Iteration 3Q (189130.250000 sec): 3 clusters
  Score: Raw -27144.301163 + Penalty 1893.450035 = -25250.851128
  nChanged 9
		SP:Iteration 4Q (189130.470000 sec): 3 clusters
  Score: Raw -27215.972949 + Penalty 1893.450035 = -25322.522914
  nChanged 4
		SP:Iteration 5Q (189130.690000 sec): 3 clusters
  Score: Raw -27228.010835 + Penalty 1893.450035 = -25334.560800
  nChanged 2
		SP:Iteration 6Q (189130.870000 sec): 3 clusters
  Score: Raw -27234.897061 + Penalty 1893.450035 = -25341.447026
  nChanged 0
		SP:Iteration 7F (189131.060000 sec): 3 clusters
  Score: Raw -27234.897061 + Penalty 1893.450035 = -25341.447026
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 60 (23142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189131.280000 sec): 2 clusters
  Score: Raw -1879954.584143 + Penalty 1633.028219 = -1878321.555923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189131.590000 sec): 3 clusters
  Score: Raw -1865859.786086 + Penalty 3266.056439 = -1862593.729647
  nChanged 10553
		SP:Iteration 1F (189131.830000 sec): 3 clusters
  Score: Raw -1871909.106118 + Penalty 3266.056439 = -1868643.049679
  nChanged 1316
		SP:Iteration 2F (189132.160000 sec): 3 clusters
  Score: Raw -1872539.681808 + Penalty 3266.056439 = -1869273.625369
  nChanged 1270
		SP:Iteration 3F (189132.390000 sec): 3 clusters
  Score: Raw -1873203.173611 + Penalty 3266.056439 = -1869937.117172
  nChanged 1306
		SP:Iteration 4F (189132.720000 sec): 3 clusters
  Score: Raw -1873891.205271 + Penalty 3266.056439 = -1870625.148832
  nChanged 1322
		SP:Iteration 5F (189132.970000 sec): 3 clusters
  Score: Raw -1874623.974848 + Penalty 3266.056439 = -1871357.918409
  nChanged 1328
		SP:Iteration 6F (189133.330000 sec): 3 clusters
  Score: Raw -1875419.927413 + Penalty 3266.056439 = -1872153.870974
  nChanged 1314
		SP:Iteration 7F (189133.620000 sec): 3 clusters
  Score: Raw -1876289.444744 + Penalty 3266.056439 = -1873023.388305
  nChanged 1243
		SP:Iteration 8F (189133.930000 sec): 3 clusters
  Score: Raw -1877219.890475 + Penalty 3266.056439 = -1873953.834036
  nChanged 1100
		SP:Iteration 9Q (189134.300000 sec): 3 clusters
  Score: Raw -1878124.152563 + Penalty 3266.056439 = -1874858.096124
  nChanged 897
		SP:Iteration 10Q (189134.550000 sec): 3 clusters
  Score: Raw -1878846.813804 + Penalty 3266.056439 = -1875580.757365
  nChanged 711
		SP:Iteration 11Q (189134.890000 sec): 3 clusters
  Score: Raw -1879378.042767 + Penalty 3266.056439 = -1876111.986328
  nChanged 505
		SP:Iteration 12Q (189135.250000 sec): 3 clusters
  Score: Raw -1879685.666007 + Penalty 3266.056439 = -1876419.609568
  nChanged 357
		SP:Iteration 13Q (189135.570000 sec): 3 clusters
  Score: Raw -1879895.293821 + Penalty 3266.056439 = -1876629.237382
  nChanged 288
		SP:Iteration 14Q (189135.860000 sec): 3 clusters
  Score: Raw -1880049.926076 + Penalty 3266.056439 = -1876783.869637
  nChanged 234
		SP:Iteration 15Q (189136.130000 sec): 3 clusters
  Score: Raw -1880164.852205 + Penalty 3266.056439 = -1876898.795766
  nChanged 200
		SP:Iteration 16Q (189136.440000 sec): 3 clusters
  Score: Raw -1880254.096102 + Penalty 3266.056439 = -1876988.039663
  nChanged 164
		SP:Iteration 17Q (189136.790000 sec): 3 clusters
  Score: Raw -1880317.002060 + Penalty 3266.056439 = -1877050.945621
  nChanged 130
		SP:Iteration 18Q (189137.070000 sec): 3 clusters
  Score: Raw -1880361.249735 + Penalty 3266.056439 = -1877095.193296
  nChanged 96
		SP:Iteration 19Q (189137.390000 sec): 3 clusters
  Score: Raw -1880387.912865 + Penalty 3266.056439 = -1877121.856426
  nChanged 78
		SP:Iteration 20F (189137.710000 sec): 3 clusters
  Score: Raw -1880410.248019 + Penalty 3266.056439 = -1877144.191580
  nChanged 74
		SP:Iteration 21Q (189137.990000 sec): 3 clusters
  Score: Raw -1880431.318316 + Penalty 3266.056439 = -1877165.261877
  nChanged 71
		SP:Iteration 22Q (189138.270000 sec): 3 clusters
  Score: Raw -1880454.385260 + Penalty 3266.056439 = -1877188.328822
  nChanged 62
		SP:Iteration 23Q (189138.510000 sec): 3 clusters
  Score: Raw -1880472.774789 + Penalty 3266.056439 = -1877206.718350
  nChanged 58
		SP:Iteration 24Q (189138.820000 sec): 3 clusters
  Score: Raw -1880487.282917 + Penalty 3266.056439 = -1877221.226479
  nChanged 40
		SP:Iteration 25Q (189139.050000 sec): 3 clusters
  Score: Raw -1880496.912558 + Penalty 3266.056439 = -1877230.856119
  nChanged 36
		SP:Iteration 26Q (189139.360000 sec): 3 clusters
  Score: Raw -1880505.817288 + Penalty 3266.056439 = -1877239.760849
  nChanged 30
		SP:Iteration 27Q (189139.650000 sec): 3 clusters
  Score: Raw -1880513.906128 + Penalty 3266.056439 = -1877247.849689
  nChanged 31
		SP:Iteration 28Q (189139.950000 sec): 3 clusters
  Score: Raw -1880522.235500 + Penalty 3266.056439 = -1877256.179061
  nChanged 20
		SP:Iteration 29Q (189140.170000 sec): 3 clusters
  Score: Raw -1880528.175794 + Penalty 3266.056439 = -1877262.119355
  nChanged 22
		SP:Iteration 30Q (189140.440000 sec): 3 clusters
  Score: Raw -1880533.737339 + Penalty 3266.056439 = -1877267.680901
  nChanged 17
		SP:Iteration 31Q (189140.770000 sec): 3 clusters
  Score: Raw -1880538.101571 + Penalty 3266.056439 = -1877272.045132
  nChanged 16
		SP:Iteration 32Q (189141.080000 sec): 3 clusters
  Score: Raw -1880541.904395 + Penalty 3266.056439 = -1877275.847956
  nChanged 14
		SP:Iteration 33Q (189141.360000 sec): 3 clusters
  Score: Raw -1880545.344614 + Penalty 3266.056439 = -1877279.288176
  nChanged 12
		SP:Iteration 34Q (189141.630000 sec): 3 clusters
  Score: Raw -1880548.335227 + Penalty 3266.056439 = -1877282.278789
  nChanged 17
		SP:Iteration 35Q (189141.910000 sec): 3 clusters
  Score: Raw -1880552.596279 + Penalty 3266.056439 = -1877286.539840
  nChanged 18
		SP:Iteration 36Q (189142.180000 sec): 3 clusters
  Score: Raw -1880556.455371 + Penalty 3266.056439 = -1877290.398932
  nChanged 13
		SP:Iteration 37Q (189142.480000 sec): 3 clusters
  Score: Raw -1880558.307559 + Penalty 3266.056439 = -1877292.251120
  nChanged 4
		SP:Iteration 38Q (189142.730000 sec): 3 clusters
  Score: Raw -1880559.069477 + Penalty 3266.056439 = -1877293.013038
  nChanged 3
		SP:Iteration 39Q (189143.000000 sec): 3 clusters
  Score: Raw -1880559.698420 + Penalty 3266.056439 = -1877293.641981
  nChanged 2
		SP:Iteration 40F (189143.340000 sec): 3 clusters
  Score: Raw -1880559.991382 + Penalty 3266.056439 = -1877293.934943
  nChanged 4
		SP:Iteration 41Q (189143.590000 sec): 3 clusters
  Score: Raw -1880560.812035 + Penalty 3266.056439 = -1877294.755597
  nChanged 2
		SP:Iteration 42Q (189143.850000 sec): 3 clusters
  Score: Raw -1880561.106706 + Penalty 3266.056439 = -1877295.050268
  nChanged 2
		SP:Iteration 43Q (189144.150000 sec): 3 clusters
  Score: Raw -1880561.221941 + Penalty 3266.056439 = -1877295.165502
  nChanged 0
		SP:Iteration 44F (189144.420000 sec): 3 clusters
  Score: Raw -1880561.221941 + Penalty 3266.056439 = -1877295.165502
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 61 (15124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189144.540000 sec): 2 clusters
  Score: Raw -1302142.361040 + Penalty 1563.906202 = -1300578.454838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189144.800000 sec): 3 clusters
  Score: Raw -1293300.342845 + Penalty 3127.812404 = -1290172.530441
  nChanged 6709
		SP:Iteration 1F (189145.030000 sec): 3 clusters
  Score: Raw -1297240.751502 + Penalty 3127.812404 = -1294112.939098
  nChanged 1049
		SP:Iteration 2F (189145.320000 sec): 3 clusters
  Score: Raw -1297911.519235 + Penalty 3127.812404 = -1294783.706831
  nChanged 1049
		SP:Iteration 3F (189145.590000 sec): 3 clusters
  Score: Raw -1298617.040964 + Penalty 3127.812404 = -1295489.228560
  nChanged 1008
		SP:Iteration 4F (189145.820000 sec): 3 clusters
  Score: Raw -1299257.874765 + Penalty 3127.812404 = -1296130.062361
  nChanged 856
		SP:Iteration 5F (189146.040000 sec): 3 clusters
  Score: Raw -1299711.676714 + Penalty 3127.812404 = -1296583.864311
  nChanged 693
		SP:Iteration 6Q (189146.340000 sec): 3 clusters
  Score: Raw -1300017.689895 + Penalty 3127.812404 = -1296889.877492
  nChanged 520
		SP:Iteration 7Q (189146.570000 sec): 3 clusters
  Score: Raw -1300237.007244 + Penalty 3127.812404 = -1297109.194841
  nChanged 460
		SP:Iteration 8Q (189146.880000 sec): 3 clusters
  Score: Raw -1300417.750333 + Penalty 3127.812404 = -1297289.937929
  nChanged 434
		SP:Iteration 9Q (189147.110000 sec): 3 clusters
  Score: Raw -1300596.418711 + Penalty 3127.812404 = -1297468.606308
  nChanged 412
		SP:Iteration 10Q (189147.370000 sec): 3 clusters
  Score: Raw -1300799.763688 + Penalty 3127.812404 = -1297671.951284
  nChanged 405
		SP:Iteration 11Q (189147.630000 sec): 3 clusters
  Score: Raw -1301023.592567 + Penalty 3127.812404 = -1297895.780164
  nChanged 426
		SP:Iteration 12Q (189147.840000 sec): 3 clusters
  Score: Raw -1301277.130938 + Penalty 3127.812404 = -1298149.318534
  nChanged 396
		SP:Iteration 13Q (189148.150000 sec): 3 clusters
  Score: Raw -1301507.105040 + Penalty 3127.812404 = -1298379.292636
  nChanged 356
		SP:Iteration 14Q (189148.360000 sec): 3 clusters
  Score: Raw -1301695.097171 + Penalty 3127.812404 = -1298567.284768
  nChanged 311
		SP:Iteration 15Q (189148.660000 sec): 3 clusters
  Score: Raw -1301852.675034 + Penalty 3127.812404 = -1298724.862630
  nChanged 290
		SP:Iteration 16Q (189148.900000 sec): 3 clusters
  Score: Raw -1301980.598042 + Penalty 3127.812404 = -1298852.785638
  nChanged 262
		SP:Iteration 17Q (189149.190000 sec): 3 clusters
  Score: Raw -1302083.196444 + Penalty 3127.812404 = -1298955.384040
  nChanged 251
		SP:Iteration 18Q (189149.400000 sec): 3 clusters
  Score: Raw -1302172.114259 + Penalty 3127.812404 = -1299044.301855
  nChanged 207
		SP:Iteration 19Q (189149.680000 sec): 3 clusters
  Score: Raw -1302234.831755 + Penalty 3127.812404 = -1299107.019352
  nChanged 182
		SP:Iteration 20F (189149.950000 sec): 3 clusters
  Score: Raw -1302287.321469 + Penalty 3127.812404 = -1299159.509066
  nChanged 149
		SP:Iteration 21Q (189150.200000 sec): 3 clusters
  Score: Raw -1302327.530618 + Penalty 3127.812404 = -1299199.718215
  nChanged 126
		SP:Iteration 22Q (189150.460000 sec): 3 clusters
  Score: Raw -1302356.891754 + Penalty 3127.812404 = -1299229.079350
  nChanged 116
		SP:Iteration 23Q (189150.680000 sec): 3 clusters
  Score: Raw -1302389.200780 + Penalty 3127.812404 = -1299261.388377
  nChanged 130
		SP:Iteration 24Q (189150.890000 sec): 3 clusters
  Score: Raw -1302425.570629 + Penalty 3127.812404 = -1299297.758225
  nChanged 115
		SP:Iteration 25Q (189151.130000 sec): 3 clusters
  Score: Raw -1302455.191892 + Penalty 3127.812404 = -1299327.379489
  nChanged 106
		SP:Iteration 26Q (189151.400000 sec): 3 clusters
  Score: Raw -1302479.593768 + Penalty 3127.812404 = -1299351.781364
  nChanged 103
		SP:Iteration 27Q (189151.670000 sec): 3 clusters
  Score: Raw -1302502.981723 + Penalty 3127.812404 = -1299375.169319
  nChanged 81
		SP:Iteration 28Q (189151.880000 sec): 3 clusters
  Score: Raw -1302519.204278 + Penalty 3127.812404 = -1299391.391874
  nChanged 76
		SP:Iteration 29Q (189152.150000 sec): 3 clusters
  Score: Raw -1302535.437812 + Penalty 3127.812404 = -1299407.625408
  nChanged 69
		SP:Iteration 30Q (189152.410000 sec): 3 clusters
  Score: Raw -1302551.740572 + Penalty 3127.812404 = -1299423.928169
  nChanged 77
		SP:Iteration 31Q (189152.660000 sec): 3 clusters
  Score: Raw -1302570.937195 + Penalty 3127.812404 = -1299443.124791
  nChanged 72
		SP:Iteration 32Q (189152.920000 sec): 3 clusters
  Score: Raw -1302587.250796 + Penalty 3127.812404 = -1299459.438392
  nChanged 54
		SP:Iteration 33Q (189153.150000 sec): 3 clusters
  Score: Raw -1302597.284198 + Penalty 3127.812404 = -1299469.471794
  nChanged 41
		SP:Iteration 34Q (189153.400000 sec): 3 clusters
  Score: Raw -1302604.867149 + Penalty 3127.812404 = -1299477.054745
  nChanged 45
		SP:Iteration 35Q (189153.600000 sec): 3 clusters
  Score: Raw -1302613.889743 + Penalty 3127.812404 = -1299486.077339
  nChanged 45
		SP:Iteration 36Q (189153.850000 sec): 3 clusters
  Score: Raw -1302623.155344 + Penalty 3127.812404 = -1299495.342940
  nChanged 42
		SP:Iteration 37Q (189154.130000 sec): 3 clusters
  Score: Raw -1302632.370374 + Penalty 3127.812404 = -1299504.557971
  nChanged 42
		SP:Iteration 38Q (189154.460000 sec): 3 clusters
  Score: Raw -1302643.627904 + Penalty 3127.812404 = -1299515.815501
  nChanged 46
		SP:Iteration 39Q (189154.730000 sec): 3 clusters
  Score: Raw -1302655.443954 + Penalty 3127.812404 = -1299527.631551
  nChanged 42
		SP:Iteration 40F (189154.970000 sec): 3 clusters
  Score: Raw -1302664.904085 + Penalty 3127.812404 = -1299537.091682
  nChanged 42
		SP:Iteration 41Q (189155.220000 sec): 3 clusters
  Score: Raw -1302677.448117 + Penalty 3127.812404 = -1299549.635713
  nChanged 43
		SP:Iteration 42Q (189155.450000 sec): 3 clusters
  Score: Raw -1302687.692457 + Penalty 3127.812404 = -1299559.880054
  nChanged 34
		SP:Iteration 43Q (189155.740000 sec): 3 clusters
  Score: Raw -1302693.775061 + Penalty 3127.812404 = -1299565.962658
  nChanged 26
		SP:Iteration 44Q (189155.950000 sec): 3 clusters
  Score: Raw -1302697.719660 + Penalty 3127.812404 = -1299569.907257
  nChanged 21
		SP:Iteration 45Q (189156.180000 sec): 3 clusters
  Score: Raw -1302701.393264 + Penalty 3127.812404 = -1299573.580860
  nChanged 23
		SP:Iteration 46Q (189156.460000 sec): 3 clusters
  Score: Raw -1302706.220471 + Penalty 3127.812404 = -1299578.408067
  nChanged 27
		SP:Iteration 47Q (189156.660000 sec): 3 clusters
  Score: Raw -1302711.913540 + Penalty 3127.812404 = -1299584.101136
  nChanged 27
		SP:Iteration 48Q (189156.900000 sec): 3 clusters
  Score: Raw -1302719.284911 + Penalty 3127.812404 = -1299591.472507
  nChanged 37
		SP:Iteration 49Q (189157.110000 sec): 3 clusters
  Score: Raw -1302727.193680 + Penalty 3127.812404 = -1299599.381276
  nChanged 22
		SP:Iteration 50Q (189157.370000 sec): 3 clusters
  Score: Raw -1302731.617423 + Penalty 3127.812404 = -1299603.805020
  nChanged 18
		SP:Iteration 51Q (189157.640000 sec): 3 clusters
  Score: Raw -1302735.163616 + Penalty 3127.812404 = -1299607.351212
  nChanged 22
		SP:Iteration 52Q (189157.880000 sec): 3 clusters
  Score: Raw -1302739.644579 + Penalty 3127.812404 = -1299611.832175
  nChanged 23
		SP:Iteration 53Q (189158.110000 sec): 3 clusters
  Score: Raw -1302743.957881 + Penalty 3127.812404 = -1299616.145477
  nChanged 19
		SP:Iteration 54Q (189158.390000 sec): 3 clusters
  Score: Raw -1302746.698970 + Penalty 3127.812404 = -1299618.886566
  nChanged 17
		SP:Iteration 55Q (189158.640000 sec): 3 clusters
  Score: Raw -1302749.740034 + Penalty 3127.812404 = -1299621.927631
  nChanged 12
		SP:Iteration 56Q (189158.900000 sec): 3 clusters
  Score: Raw -1302752.111047 + Penalty 3127.812404 = -1299624.298644
  nChanged 10
		SP:Iteration 57Q (189159.120000 sec): 3 clusters
  Score: Raw -1302754.412188 + Penalty 3127.812404 = -1299626.599784
  nChanged 17
		SP:Iteration 58Q (189159.370000 sec): 3 clusters
  Score: Raw -1302757.976750 + Penalty 3127.812404 = -1299630.164346
  nChanged 14
		SP:Iteration 59Q (189159.600000 sec): 3 clusters
  Score: Raw -1302761.223783 + Penalty 3127.812404 = -1299633.411379
  nChanged 15
		SP:Iteration 60F (189159.880000 sec): 3 clusters
  Score: Raw -1302764.560572 + Penalty 3127.812404 = -1299636.748168
  nChanged 18
		SP:Iteration 61Q (189160.120000 sec): 3 clusters
  Score: Raw -1302768.404746 + Penalty 3127.812404 = -1299640.592342
  nChanged 14
		SP:Iteration 62Q (189160.390000 sec): 3 clusters
  Score: Raw -1302771.688347 + Penalty 3127.812404 = -1299643.875944
  nChanged 13
		SP:Iteration 63Q (189160.590000 sec): 3 clusters
  Score: Raw -1302774.265155 + Penalty 3127.812404 = -1299646.452751
  nChanged 13
		SP:Iteration 64Q (189160.880000 sec): 3 clusters
  Score: Raw -1302777.101771 + Penalty 3127.812404 = -1299649.289367
  nChanged 9
		SP:Iteration 65Q (189161.130000 sec): 3 clusters
  Score: Raw -1302778.873365 + Penalty 3127.812404 = -1299651.060961
  nChanged 6
		SP:Iteration 66Q (189161.360000 sec): 3 clusters
  Score: Raw -1302780.438454 + Penalty 3127.812404 = -1299652.626051
  nChanged 10
		SP:Iteration 67Q (189161.600000 sec): 3 clusters
  Score: Raw -1302782.077410 + Penalty 3127.812404 = -1299654.265006
  nChanged 7
		SP:Iteration 68Q (189161.820000 sec): 3 clusters
  Score: Raw -1302783.434015 + Penalty 3127.812404 = -1299655.621611
  nChanged 6
		SP:Iteration 69Q (189162.000000 sec): 3 clusters
  Score: Raw -1302784.707059 + Penalty 3127.812404 = -1299656.894655
  nChanged 7
		SP:Iteration 70Q (189162.280000 sec): 3 clusters
  Score: Raw -1302786.304298 + Penalty 3127.812404 = -1299658.491894
  nChanged 8
		SP:Iteration 71Q (189162.500000 sec): 3 clusters
  Score: Raw -1302787.726410 + Penalty 3127.812404 = -1299659.914006
  nChanged 6
		SP:Iteration 72Q (189162.790000 sec): 3 clusters
  Score: Raw -1302788.710968 + Penalty 3127.812404 = -1299660.898564
  nChanged 7
		SP:Iteration 73Q (189163.030000 sec): 3 clusters
  Score: Raw -1302789.972979 + Penalty 3127.812404 = -1299662.160575
  nChanged 8
		SP:Iteration 74Q (189163.280000 sec): 3 clusters
  Score: Raw -1302792.094668 + Penalty 3127.812404 = -1299664.282264
  nChanged 6
		SP:Iteration 75Q (189163.530000 sec): 3 clusters
  Score: Raw -1302793.487227 + Penalty 3127.812404 = -1299665.674823
  nChanged 5
		SP:Iteration 76Q (189163.720000 sec): 3 clusters
  Score: Raw -1302794.674608 + Penalty 3127.812404 = -1299666.862204
  nChanged 3
		SP:Iteration 77Q (189163.970000 sec): 3 clusters
  Score: Raw -1302795.185058 + Penalty 3127.812404 = -1299667.372654
  nChanged 2
		SP:Iteration 78Q (189164.220000 sec): 3 clusters
  Score: Raw -1302795.624044 + Penalty 3127.812404 = -1299667.811641
  nChanged 5
		SP:Iteration 79Q (189164.470000 sec): 3 clusters
  Score: Raw -1302796.367293 + Penalty 3127.812404 = -1299668.554890
  nChanged 3
		SP:Iteration 80F (189164.730000 sec): 3 clusters
  Score: Raw -1302796.925442 + Penalty 3127.812404 = -1299669.113039
  nChanged 3
		SP:Iteration 81Q (189164.990000 sec): 3 clusters
  Score: Raw -1302797.414038 + Penalty 3127.812404 = -1299669.601634
  nChanged 1
		SP:Iteration 82Q (189165.200000 sec): 3 clusters
  Score: Raw -1302797.539868 + Penalty 3127.812404 = -1299669.727465
  nChanged 0
		SP:Iteration 83F (189165.460000 sec): 3 clusters
  Score: Raw -1302797.539868 + Penalty 3127.812404 = -1299669.727465
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 62 (7101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189165.610000 sec): 2 clusters
  Score: Raw -593610.055384 + Penalty 1441.048521 = -592169.006863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189165.890000 sec): 3 clusters
  Score: Raw -589740.230662 + Penalty 2882.097042 = -586858.133620
  nChanged 2980
		SP:Iteration 1F (189166.070000 sec): 3 clusters
  Score: Raw -591575.636089 + Penalty 2882.097042 = -588693.539048
  nChanged 577
		SP:Iteration 2F (189166.290000 sec): 3 clusters
  Score: Raw -592032.925991 + Penalty 2882.097042 = -589150.828949
  nChanged 515
		SP:Iteration 3F (189166.550000 sec): 3 clusters
  Score: Raw -592451.715383 + Penalty 2882.097042 = -589569.618341
  nChanged 479
		SP:Iteration 4F (189166.750000 sec): 3 clusters
  Score: Raw -592798.440143 + Penalty 2882.097042 = -589916.343101
  nChanged 438
		SP:Iteration 5F (189166.990000 sec): 3 clusters
  Score: Raw -593123.623583 + Penalty 2882.097042 = -590241.526541
  nChanged 348
		SP:Iteration 6Q (189167.190000 sec): 3 clusters
  Score: Raw -593385.101478 + Penalty 2882.097042 = -590503.004436
  nChanged 269
		SP:Iteration 7Q (189167.390000 sec): 3 clusters
  Score: Raw -593582.739448 + Penalty 2882.097042 = -590700.642407
  nChanged 249
		SP:Iteration 8Q (189167.600000 sec): 3 clusters
  Score: Raw -593768.995083 + Penalty 2882.097042 = -590886.898042
  nChanged 215
		SP:Iteration 9Q (189167.830000 sec): 3 clusters
  Score: Raw -593923.031814 + Penalty 2882.097042 = -591040.934772
  nChanged 185
		SP:Iteration 10Q (189168.060000 sec): 3 clusters
  Score: Raw -594060.913977 + Penalty 2882.097042 = -591178.816935
  nChanged 161
		SP:Iteration 11Q (189168.280000 sec): 3 clusters
  Score: Raw -594167.478273 + Penalty 2882.097042 = -591285.381231
  nChanged 127
		SP:Iteration 12Q (189168.530000 sec): 3 clusters
  Score: Raw -594244.091514 + Penalty 2882.097042 = -591361.994472
  nChanged 100
		SP:Iteration 13Q (189168.750000 sec): 3 clusters
  Score: Raw -594298.291328 + Penalty 2882.097042 = -591416.194286
  nChanged 83
		SP:Iteration 14Q (189168.990000 sec): 3 clusters
  Score: Raw -594340.085162 + Penalty 2882.097042 = -591457.988120
  nChanged 81
		SP:Iteration 15Q (189169.190000 sec): 3 clusters
  Score: Raw -594369.801915 + Penalty 2882.097042 = -591487.704873
  nChanged 52
		SP:Iteration 16Q (189169.390000 sec): 3 clusters
  Score: Raw -594388.678686 + Penalty 2882.097042 = -591506.581644
  nChanged 43
		SP:Iteration 17Q (189169.610000 sec): 3 clusters
  Score: Raw -594401.331148 + Penalty 2882.097042 = -591519.234106
  nChanged 32
		SP:Iteration 18Q (189169.830000 sec): 3 clusters
  Score: Raw -594409.272942 + Penalty 2882.097042 = -591527.175900
  nChanged 25
		SP:Iteration 19Q (189170.070000 sec): 3 clusters
  Score: Raw -594415.398193 + Penalty 2882.097042 = -591533.301152
  nChanged 21
		SP:Iteration 20F (189170.290000 sec): 3 clusters
  Score: Raw -594421.832851 + Penalty 2882.097042 = -591539.735809
  nChanged 21
		SP:Iteration 21Q (189170.510000 sec): 3 clusters
  Score: Raw -594425.287070 + Penalty 2882.097042 = -591543.190028
  nChanged 12
		SP:Iteration 22Q (189170.770000 sec): 3 clusters
  Score: Raw -594426.953864 + Penalty 2882.097042 = -591544.856822
  nChanged 8
		SP:Iteration 23Q (189171.010000 sec): 3 clusters
  Score: Raw -594428.626574 + Penalty 2882.097042 = -591546.529532
  nChanged 9
		SP:Iteration 24Q (189171.210000 sec): 3 clusters
  Score: Raw -594430.197197 + Penalty 2882.097042 = -591548.100155
  nChanged 10
		SP:Iteration 25Q (189171.400000 sec): 3 clusters
  Score: Raw -594431.664060 + Penalty 2882.097042 = -591549.567018
  nChanged 5
		SP:Iteration 26Q (189171.650000 sec): 3 clusters
  Score: Raw -594432.512833 + Penalty 2882.097042 = -591550.415791
  nChanged 6
		SP:Iteration 27Q (189171.830000 sec): 3 clusters
  Score: Raw -594433.339785 + Penalty 2882.097042 = -591551.242743
  nChanged 3
		SP:Iteration 28Q (189172.080000 sec): 3 clusters
  Score: Raw -594433.645287 + Penalty 2882.097042 = -591551.548245
  nChanged 1
		SP:Iteration 29Q (189172.270000 sec): 3 clusters
  Score: Raw -594433.827364 + Penalty 2882.097042 = -591551.730322
  nChanged 1
		SP:Iteration 30Q (189172.510000 sec): 3 clusters
  Score: Raw -594433.868876 + Penalty 2882.097042 = -591551.771834
  nChanged 1
		SP:Iteration 31Q (189172.730000 sec): 3 clusters
  Score: Raw -594434.055938 + Penalty 2882.097042 = -591551.958896
  nChanged 3
		SP:Iteration 32Q (189172.990000 sec): 3 clusters
  Score: Raw -594434.284304 + Penalty 2882.097042 = -591552.187262
  nChanged 0
		SP:Iteration 33F (189173.230000 sec): 3 clusters
  Score: Raw -594434.284304 + Penalty 2882.097042 = -591552.187262
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 63 (20098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189173.410000 sec): 2 clusters
  Score: Raw -1555964.784888 + Penalty 1610.111033 = -1554354.673856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189173.740000 sec): 3 clusters
  Score: Raw -1543892.415594 + Penalty 3220.222066 = -1540672.193529
  nChanged 9012
		SP:Iteration 1F (189174.010000 sec): 3 clusters
  Score: Raw -1549184.792413 + Penalty 3220.222066 = -1545964.570348
  nChanged 1195
		SP:Iteration 2F (189174.320000 sec): 3 clusters
  Score: Raw -1549782.157453 + Penalty 3220.222066 = -1546561.935387
  nChanged 1117
		SP:Iteration 3F (189174.670000 sec): 3 clusters
  Score: Raw -1550425.753667 + Penalty 3220.222066 = -1547205.531601
  nChanged 1140
		SP:Iteration 4F (189174.950000 sec): 3 clusters
  Score: Raw -1551102.937185 + Penalty 3220.222066 = -1547882.715120
  nChanged 1191
		SP:Iteration 5F (189175.270000 sec): 3 clusters
  Score: Raw -1551786.993681 + Penalty 3220.222066 = -1548566.771615
  nChanged 1109
		SP:Iteration 6F (189175.550000 sec): 3 clusters
  Score: Raw -1552519.479938 + Penalty 3220.222066 = -1549299.257873
  nChanged 1064
		SP:Iteration 7F (189175.830000 sec): 3 clusters
  Score: Raw -1553272.176205 + Penalty 3220.222066 = -1550051.954139
  nChanged 978
		SP:Iteration 8Q (189176.160000 sec): 3 clusters
  Score: Raw -1553940.763422 + Penalty 3220.222066 = -1550720.541356
  nChanged 826
		SP:Iteration 9Q (189176.500000 sec): 3 clusters
  Score: Raw -1554452.567322 + Penalty 3220.222066 = -1551232.345256
  nChanged 627
		SP:Iteration 10Q (189176.790000 sec): 3 clusters
  Score: Raw -1554788.987428 + Penalty 3220.222066 = -1551568.765363
  nChanged 497
		SP:Iteration 11Q (189177.090000 sec): 3 clusters
  Score: Raw -1555010.949386 + Penalty 3220.222066 = -1551790.727320
  nChanged 381
		SP:Iteration 12Q (189177.320000 sec): 3 clusters
  Score: Raw -1555156.573246 + Penalty 3220.222066 = -1551936.351181
  nChanged 297
		SP:Iteration 13Q (189177.610000 sec): 3 clusters
  Score: Raw -1555251.925243 + Penalty 3220.222066 = -1552031.703178
  nChanged 246
		SP:Iteration 14Q (189177.910000 sec): 3 clusters
  Score: Raw -1555325.213931 + Penalty 3220.222066 = -1552104.991865
  nChanged 206
		SP:Iteration 15Q (189178.210000 sec): 3 clusters
  Score: Raw -1555381.139968 + Penalty 3220.222066 = -1552160.917903
  nChanged 198
		SP:Iteration 16Q (189178.470000 sec): 3 clusters
  Score: Raw -1555433.804882 + Penalty 3220.222066 = -1552213.582816
  nChanged 211
		SP:Iteration 17Q (189178.750000 sec): 3 clusters
  Score: Raw -1555492.935349 + Penalty 3220.222066 = -1552272.713283
  nChanged 218
		SP:Iteration 18Q (189179.000000 sec): 3 clusters
  Score: Raw -1555559.995461 + Penalty 3220.222066 = -1552339.773395
  nChanged 202
		SP:Iteration 19Q (189179.300000 sec): 3 clusters
  Score: Raw -1555625.398452 + Penalty 3220.222066 = -1552405.176386
  nChanged 188
		SP:Iteration 20F (189179.620000 sec): 3 clusters
  Score: Raw -1555681.726701 + Penalty 3220.222066 = -1552461.504636
  nChanged 164
		SP:Iteration 21Q (189179.920000 sec): 3 clusters
  Score: Raw -1555733.317893 + Penalty 3220.222066 = -1552513.095828
  nChanged 171
		SP:Iteration 22Q (189180.230000 sec): 3 clusters
  Score: Raw -1555790.582713 + Penalty 3220.222066 = -1552570.360647
  nChanged 186
		SP:Iteration 23Q (189180.500000 sec): 3 clusters
  Score: Raw -1555867.822608 + Penalty 3220.222066 = -1552647.600542
  nChanged 208
		SP:Iteration 24Q (189180.780000 sec): 3 clusters
  Score: Raw -1555955.742173 + Penalty 3220.222066 = -1552735.520107
  nChanged 219
		SP:Iteration 25Q (189181.040000 sec): 3 clusters
  Score: Raw -1556049.319100 + Penalty 3220.222066 = -1552829.097035
  nChanged 222
		SP:Iteration 26Q (189181.310000 sec): 3 clusters
  Score: Raw -1556143.338484 + Penalty 3220.222066 = -1552923.116419
  nChanged 219
		SP:Iteration 27Q (189181.510000 sec): 3 clusters
  Score: Raw -1556247.596131 + Penalty 3220.222066 = -1553027.374065
  nChanged 195
		SP:Iteration 28Q (189181.780000 sec): 3 clusters
  Score: Raw -1556338.807010 + Penalty 3220.222066 = -1553118.584944
  nChanged 170
		SP:Iteration 29Q (189182.060000 sec): 3 clusters
  Score: Raw -1556423.604583 + Penalty 3220.222066 = -1553203.382518
  nChanged 158
		SP:Iteration 30Q (189182.320000 sec): 3 clusters
  Score: Raw -1556503.545808 + Penalty 3220.222066 = -1553283.323742
  nChanged 122
		SP:Iteration 31Q (189182.570000 sec): 3 clusters
  Score: Raw -1556560.687769 + Penalty 3220.222066 = -1553340.465704
  nChanged 89
		SP:Iteration 32Q (189182.850000 sec): 3 clusters
  Score: Raw -1556596.483900 + Penalty 3220.222066 = -1553376.261834
  nChanged 89
		SP:Iteration 33Q (189183.070000 sec): 3 clusters
  Score: Raw -1556629.932561 + Penalty 3220.222066 = -1553409.710495
  nChanged 78
		SP:Iteration 34Q (189183.330000 sec): 3 clusters
  Score: Raw -1556662.361351 + Penalty 3220.222066 = -1553442.139285
  nChanged 80
		SP:Iteration 35Q (189183.610000 sec): 3 clusters
  Score: Raw -1556695.646799 + Penalty 3220.222066 = -1553475.424733
  nChanged 71
		SP:Iteration 36Q (189183.840000 sec): 3 clusters
  Score: Raw -1556727.500429 + Penalty 3220.222066 = -1553507.278363
  nChanged 58
		SP:Iteration 37Q (189184.100000 sec): 3 clusters
  Score: Raw -1556750.411163 + Penalty 3220.222066 = -1553530.189098
  nChanged 53
		SP:Iteration 38Q (189184.350000 sec): 3 clusters
  Score: Raw -1556774.922806 + Penalty 3220.222066 = -1553554.700740
  nChanged 54
		SP:Iteration 39Q (189184.610000 sec): 3 clusters
  Score: Raw -1556798.969595 + Penalty 3220.222066 = -1553578.747529
  nChanged 49
		SP:Iteration 40F (189184.890000 sec): 3 clusters
  Score: Raw -1556823.105499 + Penalty 3220.222066 = -1553602.883434
  nChanged 46
		SP:Iteration 41Q (189185.180000 sec): 3 clusters
  Score: Raw -1556848.104958 + Penalty 3220.222066 = -1553627.882892
  nChanged 38
		SP:Iteration 42Q (189185.450000 sec): 3 clusters
  Score: Raw -1556863.979394 + Penalty 3220.222066 = -1553643.757328
  nChanged 34
		SP:Iteration 43Q (189185.660000 sec): 3 clusters
  Score: Raw -1556879.512712 + Penalty 3220.222066 = -1553659.290646
  nChanged 28
		SP:Iteration 44Q (189185.970000 sec): 3 clusters
  Score: Raw -1556894.132109 + Penalty 3220.222066 = -1553673.910043
  nChanged 26
		SP:Iteration 45Q (189186.230000 sec): 3 clusters
  Score: Raw -1556908.093207 + Penalty 3220.222066 = -1553687.871141
  nChanged 26
		SP:Iteration 46Q (189186.510000 sec): 3 clusters
  Score: Raw -1556922.716496 + Penalty 3220.222066 = -1553702.494431
  nChanged 24
		SP:Iteration 47Q (189186.760000 sec): 3 clusters
  Score: Raw -1556930.854374 + Penalty 3220.222066 = -1553710.632309
  nChanged 20
		SP:Iteration 48Q (189187.060000 sec): 3 clusters
  Score: Raw -1556937.567516 + Penalty 3220.222066 = -1553717.345451
  nChanged 14
		SP:Iteration 49Q (189187.340000 sec): 3 clusters
  Score: Raw -1556942.877897 + Penalty 3220.222066 = -1553722.655831
  nChanged 11
		SP:Iteration 50Q (189187.620000 sec): 3 clusters
  Score: Raw -1556945.775740 + Penalty 3220.222066 = -1553725.553674
  nChanged 5
		SP:Iteration 51Q (189187.890000 sec): 3 clusters
  Score: Raw -1556947.131754 + Penalty 3220.222066 = -1553726.909688
  nChanged 6
		SP:Iteration 52Q (189188.120000 sec): 3 clusters
  Score: Raw -1556949.426330 + Penalty 3220.222066 = -1553729.204264
  nChanged 2
		SP:Iteration 53Q (189188.420000 sec): 3 clusters
  Score: Raw -1556950.479505 + Penalty 3220.222066 = -1553730.257439
  nChanged 2
		SP:Iteration 54Q (189188.690000 sec): 3 clusters
  Score: Raw -1556950.899526 + Penalty 3220.222066 = -1553730.677461
  nChanged 3
		SP:Iteration 55Q (189188.930000 sec): 3 clusters
  Score: Raw -1556951.930084 + Penalty 3220.222066 = -1553731.708019
  nChanged 2
		SP:Iteration 56Q (189189.210000 sec): 3 clusters
  Score: Raw -1556952.720662 + Penalty 3220.222066 = -1553732.498596
  nChanged 1
		SP:Iteration 57Q (189189.500000 sec): 3 clusters
  Score: Raw -1556952.822823 + Penalty 3220.222066 = -1553732.600757
  nChanged 0
		SP:Iteration 58F (189189.770000 sec): 3 clusters
  Score: Raw -1556952.822823 + Penalty 3220.222066 = -1553732.600757
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 64 (3267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189189.850000 sec): 2 clusters
  Score: Raw -234320.558202 + Penalty 1314.889454 = -233005.668748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189190.050000 sec): 3 clusters
  Score: Raw -232870.577049 + Penalty 2629.778909 = -230240.798140
  nChanged 1229
		SP:Iteration 1F (189190.220000 sec): 3 clusters
  Score: Raw -233854.350775 + Penalty 2629.778909 = -231224.571866
  nChanged 331
		SP:Iteration 2F (189190.410000 sec): 3 clusters
  Score: Raw -234227.533789 + Penalty 2629.778909 = -231597.754880
  nChanged 251
		SP:Iteration 3F (189190.600000 sec): 3 clusters
  Score: Raw -234528.721444 + Penalty 2629.778909 = -231898.942536
  nChanged 220
		SP:Iteration 4F (189190.780000 sec): 3 clusters
  Score: Raw -234789.345740 + Penalty 2629.778909 = -232159.566831
  nChanged 149
		SP:Iteration 5Q (189190.970000 sec): 3 clusters
  Score: Raw -234986.540488 + Penalty 2629.778909 = -232356.761579
  nChanged 136
		SP:Iteration 6Q (189191.130000 sec): 3 clusters
  Score: Raw -235171.311201 + Penalty 2629.778909 = -232541.532293
  nChanged 108
		SP:Iteration 7Q (189191.330000 sec): 3 clusters
  Score: Raw -235285.549380 + Penalty 2629.778909 = -232655.770471
  nChanged 87
		SP:Iteration 8Q (189191.510000 sec): 3 clusters
  Score: Raw -235351.282841 + Penalty 2629.778909 = -232721.503932
  nChanged 50
		SP:Iteration 9Q (189191.670000 sec): 3 clusters
  Score: Raw -235380.054904 + Penalty 2629.778909 = -232750.275996
  nChanged 43
		SP:Iteration 10Q (189191.870000 sec): 3 clusters
  Score: Raw -235408.666308 + Penalty 2629.778909 = -232778.887399
  nChanged 35
		SP:Iteration 11Q (189192.050000 sec): 3 clusters
  Score: Raw -235429.811038 + Penalty 2629.778909 = -232800.032129
  nChanged 37
		SP:Iteration 12Q (189192.310000 sec): 3 clusters
  Score: Raw -235452.177120 + Penalty 2629.778909 = -232822.398212
  nChanged 21
		SP:Iteration 13Q (189192.500000 sec): 3 clusters
  Score: Raw -235462.999802 + Penalty 2629.778909 = -232833.220893
  nChanged 15
		SP:Iteration 14Q (189192.660000 sec): 3 clusters
  Score: Raw -235468.476016 + Penalty 2629.778909 = -232838.697107
  nChanged 10
		SP:Iteration 15Q (189192.880000 sec): 3 clusters
  Score: Raw -235472.123414 + Penalty 2629.778909 = -232842.344505
  nChanged 8
		SP:Iteration 16Q (189193.070000 sec): 3 clusters
  Score: Raw -235475.024556 + Penalty 2629.778909 = -232845.245647
  nChanged 5
		SP:Iteration 17Q (189193.200000 sec): 3 clusters
  Score: Raw -235476.811966 + Penalty 2629.778909 = -232847.033057
  nChanged 4
		SP:Iteration 18Q (189193.400000 sec): 3 clusters
  Score: Raw -235478.571714 + Penalty 2629.778909 = -232848.792806
  nChanged 4
		SP:Iteration 19Q (189193.620000 sec): 3 clusters
  Score: Raw -235479.923492 + Penalty 2629.778909 = -232850.144583
  nChanged 2
		SP:Iteration 20F (189193.790000 sec): 3 clusters
  Score: Raw -235480.548770 + Penalty 2629.778909 = -232850.769861
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 65 (633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189193.870000 sec): 2 clusters
  Score: Raw -50415.273356 + Penalty 1048.201444 = -49367.071913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189194.070000 sec): 3 clusters
  Score: Raw -50304.035158 + Penalty 2096.402887 = -48207.632271
  nChanged 158
		SP:Iteration 1F (189194.250000 sec): 3 clusters
  Score: Raw -50497.706371 + Penalty 2096.402887 = -48401.303484
  nChanged 38
		SP:Iteration 2F (189194.450000 sec): 3 clusters
  Score: Raw -50555.816203 + Penalty 2096.402887 = -48459.413316
  nChanged 18
		SP:Iteration 3Q (189194.620000 sec): 3 clusters
  Score: Raw -50574.281728 + Penalty 2096.402887 = -48477.878841
  nChanged 12
		SP:Iteration 4Q (189194.760000 sec): 3 clusters
  Score: Raw -50588.405453 + Penalty 2096.402887 = -48492.002566
  nChanged 7
		SP:Iteration 5Q (189194.960000 sec): 3 clusters
  Score: Raw -50597.525814 + Penalty 2096.402887 = -48501.122927
  nChanged 6
		SP:Iteration 6Q (189195.100000 sec): 3 clusters
  Score: Raw -50606.577901 + Penalty 2096.402887 = -48510.175014
  nChanged 4
		SP:Iteration 7Q (189195.240000 sec): 3 clusters
  Score: Raw -50612.779442 + Penalty 2096.402887 = -48516.376555
  nChanged 5
		SP:Iteration 8Q (189195.420000 sec): 3 clusters
  Score: Raw -50622.743100 + Penalty 2096.402887 = -48526.340212
  nChanged 6
		SP:Iteration 9Q (189195.570000 sec): 3 clusters
  Score: Raw -50630.240117 + Penalty 2096.402887 = -48533.837230
  nChanged 5
		SP:Iteration 10Q (189195.730000 sec): 3 clusters
  Score: Raw -50637.987342 + Penalty 2096.402887 = -48541.584454
  nChanged 5
		SP:Iteration 11Q (189195.930000 sec): 3 clusters
  Score: Raw -50645.225194 + Penalty 2096.402887 = -48548.822307
  nChanged 5
		SP:Iteration 12Q (189196.130000 sec): 3 clusters
  Score: Raw -50655.719633 + Penalty 2096.402887 = -48559.316745
  nChanged 3
		SP:Iteration 13Q (189196.310000 sec): 3 clusters
  Score: Raw -50658.827767 + Penalty 2096.402887 = -48562.424880
  nChanged 1
		SP:Iteration 14Q (189196.510000 sec): 3 clusters
  Score: Raw -50660.638280 + Penalty 2096.402887 = -48564.235393
  nChanged 1
		SP:Iteration 15Q (189196.660000 sec): 3 clusters
  Score: Raw -50661.557301 + Penalty 2096.402887 = -48565.154414
  nChanged 1
		SP:Iteration 16Q (189196.840000 sec): 3 clusters
  Score: Raw -50662.133445 + Penalty 2096.402887 = -48565.730558
  nChanged 1
		SP:Iteration 17Q (189197.040000 sec): 3 clusters
  Score: Raw -50663.354919 + Penalty 2096.402887 = -48566.952032
  nChanged 1
		SP:Iteration 18Q (189197.200000 sec): 3 clusters
  Score: Raw -50665.054618 + Penalty 2096.402887 = -48568.651731
  nChanged 0
		SP:Iteration 19F (189197.400000 sec): 3 clusters
  Score: Raw -50665.054618 + Penalty 2096.402887 = -48568.651731
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 66 (7194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189197.520000 sec): 2 clusters
  Score: Raw -606813.810159 + Penalty 1443.162926 = -605370.647233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189197.710000 sec): 3 clusters
  Score: Raw -602914.671361 + Penalty 2886.325853 = -600028.345508
  nChanged 3011
		SP:Iteration 1F (189197.920000 sec): 3 clusters
  Score: Raw -604665.027144 + Penalty 2886.325853 = -601778.701292
  nChanged 547
		SP:Iteration 2F (189198.140000 sec): 3 clusters
  Score: Raw -605039.090290 + Penalty 2886.325853 = -602152.764437
  nChanged 481
		SP:Iteration 3F (189198.400000 sec): 3 clusters
  Score: Raw -605408.156549 + Penalty 2886.325853 = -602521.830697
  nChanged 494
		SP:Iteration 4F (189198.590000 sec): 3 clusters
  Score: Raw -605797.490219 + Penalty 2886.325853 = -602911.164366
  nChanged 493
		SP:Iteration 5F (189198.790000 sec): 3 clusters
  Score: Raw -606210.898413 + Penalty 2886.325853 = -603324.572560
  nChanged 460
		SP:Iteration 6F (189198.980000 sec): 3 clusters
  Score: Raw -606568.166212 + Penalty 2886.325853 = -603681.840359
  nChanged 402
		SP:Iteration 7F (189199.200000 sec): 3 clusters
  Score: Raw -606835.081510 + Penalty 2886.325853 = -603948.755657
  nChanged 324
		SP:Iteration 8Q (189199.410000 sec): 3 clusters
  Score: Raw -607010.182171 + Penalty 2886.325853 = -604123.856318
  nChanged 233
		SP:Iteration 9Q (189199.610000 sec): 3 clusters
  Score: Raw -607110.956509 + Penalty 2886.325853 = -604224.630656
  nChanged 152
		SP:Iteration 10Q (189199.820000 sec): 3 clusters
  Score: Raw -607171.764260 + Penalty 2886.325853 = -604285.438407
  nChanged 101
		SP:Iteration 11Q (189199.980000 sec): 3 clusters
  Score: Raw -607204.419408 + Penalty 2886.325853 = -604318.093555
  nChanged 88
		SP:Iteration 12Q (189200.170000 sec): 3 clusters
  Score: Raw -607234.331021 + Penalty 2886.325853 = -604348.005168
  nChanged 74
		SP:Iteration 13Q (189200.360000 sec): 3 clusters
  Score: Raw -607252.115642 + Penalty 2886.325853 = -604365.789789
  nChanged 47
		SP:Iteration 14Q (189200.570000 sec): 3 clusters
  Score: Raw -607262.758546 + Penalty 2886.325853 = -604376.432693
  nChanged 37
		SP:Iteration 15Q (189200.770000 sec): 3 clusters
  Score: Raw -607268.911720 + Penalty 2886.325853 = -604382.585867
  nChanged 30
		SP:Iteration 16Q (189201.010000 sec): 3 clusters
  Score: Raw -607275.519272 + Penalty 2886.325853 = -604389.193419
  nChanged 33
		SP:Iteration 17Q (189201.200000 sec): 3 clusters
  Score: Raw -607283.177442 + Penalty 2886.325853 = -604396.851589
  nChanged 30
		SP:Iteration 18Q (189201.410000 sec): 3 clusters
  Score: Raw -607289.133476 + Penalty 2886.325853 = -604402.807623
  nChanged 32
		SP:Iteration 19Q (189201.670000 sec): 3 clusters
  Score: Raw -607294.753142 + Penalty 2886.325853 = -604408.427289
  nChanged 16
		SP:Iteration 20F (189201.870000 sec): 3 clusters
  Score: Raw -607297.088113 + Penalty 2886.325853 = -604410.762260
  nChanged 13
		SP:Iteration 21Q (189202.080000 sec): 3 clusters
  Score: Raw -607299.885033 + Penalty 2886.325853 = -604413.559180
  nChanged 11
		SP:Iteration 22Q (189202.280000 sec): 3 clusters
  Score: Raw -607302.092881 + Penalty 2886.325853 = -604415.767028
  nChanged 10
		SP:Iteration 23Q (189202.520000 sec): 3 clusters
  Score: Raw -607304.098339 + Penalty 2886.325853 = -604417.772486
  nChanged 8
		SP:Iteration 24Q (189202.700000 sec): 3 clusters
  Score: Raw -607305.207308 + Penalty 2886.325853 = -604418.881455
  nChanged 6
		SP:Iteration 25Q (189202.900000 sec): 3 clusters
  Score: Raw -607306.307896 + Penalty 2886.325853 = -604419.982043
  nChanged 5
		SP:Iteration 26Q (189203.110000 sec): 3 clusters
  Score: Raw -607307.485071 + Penalty 2886.325853 = -604421.159218
  nChanged 5
		SP:Iteration 27Q (189203.280000 sec): 3 clusters
  Score: Raw -607309.085962 + Penalty 2886.325853 = -604422.760109
  nChanged 8
		SP:Iteration 28Q (189203.500000 sec): 3 clusters
  Score: Raw -607310.292484 + Penalty 2886.325853 = -604423.966631
  nChanged 4
		SP:Iteration 29Q (189203.670000 sec): 3 clusters
  Score: Raw -607311.134323 + Penalty 2886.325853 = -604424.808471
  nChanged 3
		SP:Iteration 30Q (189203.850000 sec): 3 clusters
  Score: Raw -607311.498523 + Penalty 2886.325853 = -604425.172670
  nChanged 3
		SP:Iteration 31Q (189204.090000 sec): 3 clusters
  Score: Raw -607311.946091 + Penalty 2886.325853 = -604425.620238
  nChanged 3
		SP:Iteration 32Q (189204.260000 sec): 3 clusters
  Score: Raw -607312.434884 + Penalty 2886.325853 = -604426.109031
  nChanged 1
		SP:Iteration 33Q (189204.510000 sec): 3 clusters
  Score: Raw -607312.530714 + Penalty 2886.325853 = -604426.204861
  nChanged 0
		SP:Iteration 34F (189204.650000 sec): 3 clusters
  Score: Raw -607312.530714 + Penalty 2886.325853 = -604426.204861
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 67 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189204.760000 sec): 2 clusters
  Score: Raw -36397.415947 + Penalty 986.494881 = -35410.921066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189204.970000 sec): 3 clusters
  Score: Raw -36364.401426 + Penalty 1972.989762 = -34391.411665
  nChanged 82
		SP:Iteration 1F (189205.110000 sec): 3 clusters
  Score: Raw -36521.746757 + Penalty 1972.989762 = -34548.756995
  nChanged 22
		SP:Iteration 2F (189205.290000 sec): 3 clusters
  Score: Raw -36565.414355 + Penalty 1972.989762 = -34592.424593
  nChanged 10
		SP:Iteration 3Q (189205.450000 sec): 3 clusters
  Score: Raw -36591.929174 + Penalty 1972.989762 = -34618.939412
  nChanged 6
		SP:Iteration 4Q (189205.630000 sec): 3 clusters
  Score: Raw -36612.851808 + Penalty 1972.989762 = -34639.862046
  nChanged 8
		SP:Iteration 5Q (189205.820000 sec): 3 clusters
  Score: Raw -36637.841571 + Penalty 1972.989762 = -34664.851809
  nChanged 5
		SP:Iteration 6Q (189205.980000 sec): 3 clusters
  Score: Raw -36677.361607 + Penalty 1972.989762 = -34704.371846
  nChanged 8
		SP:Iteration 7Q (189206.170000 sec): 3 clusters
  Score: Raw -36729.474126 + Penalty 1972.989762 = -34756.484364
  nChanged 13
		SP:Iteration 8Q (189206.350000 sec): 3 clusters
  Score: Raw -36778.538903 + Penalty 1972.989762 = -34805.549141
  nChanged 12
		SP:Iteration 9Q (189206.510000 sec): 3 clusters
  Score: Raw -36802.562447 + Penalty 1972.989762 = -34829.572685
  nChanged 8
		SP:Iteration 10Q (189206.690000 sec): 3 clusters
  Score: Raw -36821.435431 + Penalty 1972.989762 = -34848.445669
  nChanged 9
		SP:Iteration 11Q (189206.870000 sec): 3 clusters
  Score: Raw -36840.173958 + Penalty 1972.989762 = -34867.184196
  nChanged 5
		SP:Iteration 12Q (189207.080000 sec): 3 clusters
  Score: Raw -36860.007694 + Penalty 1972.989762 = -34887.017932
  nChanged 9
		SP:Iteration 13Q (189207.240000 sec): 3 clusters
  Score: Raw -36924.718812 + Penalty 1972.989762 = -34951.729050
  nChanged 13
		SP:Iteration 14Q (189207.450000 sec): 3 clusters
  Score: Raw -36992.849832 + Penalty 1972.989762 = -35019.860070
  nChanged 15
		SP:Iteration 15Q (189207.630000 sec): 3 clusters
  Score: Raw -37084.552418 + Penalty 1972.989762 = -35111.562657
  nChanged 13
		SP:Iteration 16Q (189207.860000 sec): 3 clusters
  Score: Raw -37168.673415 + Penalty 1972.989762 = -35195.683654
  nChanged 14
		SP:Iteration 17Q (189208.060000 sec): 3 clusters
  Score: Raw -37205.733706 + Penalty 1972.989762 = -35232.743944
  nChanged 10
		SP:Iteration 18Q (189208.220000 sec): 3 clusters
  Score: Raw -37230.926450 + Penalty 1972.989762 = -35257.936688
  nChanged 4
		SP:Iteration 19Q (189208.440000 sec): 3 clusters
  Score: Raw -37241.096684 + Penalty 1972.989762 = -35268.106922
  nChanged 4
		SP:Iteration 20F (189208.610000 sec): 3 clusters
  Score: Raw -37249.288599 + Penalty 1972.989762 = -35276.298838
  nChanged 1
		SP:Iteration 21Q (189208.790000 sec): 3 clusters
  Score: Raw -37251.740629 + Penalty 1972.989762 = -35278.750867
  nChanged 2
		SP:Iteration 22Q (189208.940000 sec): 3 clusters
  Score: Raw -37259.269350 + Penalty 1972.989762 = -35286.279588
  nChanged 2
		SP:Iteration 23Q (189209.200000 sec): 3 clusters
  Score: Raw -37264.235057 + Penalty 1972.989762 = -35291.245296
  nChanged 2
		SP:Iteration 24Q (189209.380000 sec): 3 clusters
  Score: Raw -37267.941860 + Penalty 1972.989762 = -35294.952099
  nChanged 3
		SP:Iteration 25Q (189209.550000 sec): 3 clusters
  Score: Raw -37276.252486 + Penalty 1972.989762 = -35303.262724
  nChanged 0
		SP:Iteration 26F (189209.710000 sec): 3 clusters
  Score: Raw -37276.252486 + Penalty 1972.989762 = -35303.262724
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 68 (14659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189209.850000 sec): 2 clusters
  Score: Raw -1248600.246859 + Penalty 1558.831586 = -1247041.415273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189210.100000 sec): 3 clusters
  Score: Raw -1240013.362680 + Penalty 3117.663172 = -1236895.699508
  nChanged 6530
		SP:Iteration 1F (189210.400000 sec): 3 clusters
  Score: Raw -1243602.784968 + Penalty 3117.663172 = -1240485.121796
  nChanged 860
		SP:Iteration 2F (189210.610000 sec): 3 clusters
  Score: Raw -1244040.428315 + Penalty 3117.663172 = -1240922.765143
  nChanged 868
		SP:Iteration 3F (189210.890000 sec): 3 clusters
  Score: Raw -1244523.504192 + Penalty 3117.663172 = -1241405.841020
  nChanged 828
		SP:Iteration 4F (189211.130000 sec): 3 clusters
  Score: Raw -1245050.319424 + Penalty 3117.663172 = -1241932.656252
  nChanged 864
		SP:Iteration 5F (189211.330000 sec): 3 clusters
  Score: Raw -1245685.966596 + Penalty 3117.663172 = -1242568.303424
  nChanged 879
		SP:Iteration 6F (189211.630000 sec): 3 clusters
  Score: Raw -1246422.078644 + Penalty 3117.663172 = -1243304.415472
  nChanged 855
		SP:Iteration 7F (189211.870000 sec): 3 clusters
  Score: Raw -1247048.558595 + Penalty 3117.663172 = -1243930.895423
  nChanged 685
		SP:Iteration 8Q (189212.070000 sec): 3 clusters
  Score: Raw -1247543.626449 + Penalty 3117.663172 = -1244425.963277
  nChanged 545
		SP:Iteration 9Q (189212.310000 sec): 3 clusters
  Score: Raw -1247971.641649 + Penalty 3117.663172 = -1244853.978477
  nChanged 416
		SP:Iteration 10Q (189212.560000 sec): 3 clusters
  Score: Raw -1248310.722490 + Penalty 3117.663172 = -1245193.059318
  nChanged 343
		SP:Iteration 11Q (189212.790000 sec): 3 clusters
  Score: Raw -1248599.254109 + Penalty 3117.663172 = -1245481.590937
  nChanged 276
		SP:Iteration 12Q (189212.990000 sec): 3 clusters
  Score: Raw -1248792.125145 + Penalty 3117.663172 = -1245674.461973
  nChanged 191
		SP:Iteration 13Q (189213.230000 sec): 3 clusters
  Score: Raw -1248872.200629 + Penalty 3117.663172 = -1245754.537457
  nChanged 117
		SP:Iteration 14Q (189213.430000 sec): 3 clusters
  Score: Raw -1248907.127010 + Penalty 3117.663172 = -1245789.463838
  nChanged 91
		SP:Iteration 15Q (189213.680000 sec): 3 clusters
  Score: Raw -1248927.871291 + Penalty 3117.663172 = -1245810.208119
  nChanged 57
		SP:Iteration 16Q (189213.920000 sec): 3 clusters
  Score: Raw -1248939.672462 + Penalty 3117.663172 = -1245822.009290
  nChanged 51
		SP:Iteration 17Q (189214.100000 sec): 3 clusters
  Score: Raw -1248950.337155 + Penalty 3117.663172 = -1245832.673983
  nChanged 33
		SP:Iteration 18Q (189214.340000 sec): 3 clusters
  Score: Raw -1248954.605156 + Penalty 3117.663172 = -1245836.941983
  nChanged 15
		SP:Iteration 19Q (189214.580000 sec): 3 clusters
  Score: Raw -1248956.768254 + Penalty 3117.663172 = -1245839.105082
  nChanged 10
		SP:Iteration 20F (189214.800000 sec): 3 clusters
  Score: Raw -1248957.636560 + Penalty 3117.663172 = -1245839.973388
  nChanged 11
		SP:Iteration 21Q (189215.010000 sec): 3 clusters
  Score: Raw -1248958.814433 + Penalty 3117.663172 = -1245841.151261
  nChanged 11
		SP:Iteration 22Q (189215.230000 sec): 3 clusters
  Score: Raw -1248959.821018 + Penalty 3117.663172 = -1245842.157846
  nChanged 8
		SP:Iteration 23Q (189215.460000 sec): 3 clusters
  Score: Raw -1248961.010579 + Penalty 3117.663172 = -1245843.347407
  nChanged 7
		SP:Iteration 24Q (189215.680000 sec): 3 clusters
  Score: Raw -1248961.614360 + Penalty 3117.663172 = -1245843.951188
  nChanged 8
		SP:Iteration 25Q (189215.900000 sec): 3 clusters
  Score: Raw -1248962.533853 + Penalty 3117.663172 = -1245844.870681
  nChanged 9
		SP:Iteration 26Q (189216.120000 sec): 3 clusters
  Score: Raw -1248963.387686 + Penalty 3117.663172 = -1245845.724513
  nChanged 11
		SP:Iteration 27Q (189216.360000 sec): 3 clusters
  Score: Raw -1248964.665287 + Penalty 3117.663172 = -1245847.002115
  nChanged 7
		SP:Iteration 28Q (189216.590000 sec): 3 clusters
  Score: Raw -1248965.144426 + Penalty 3117.663172 = -1245847.481254
  nChanged 5
		SP:Iteration 29Q (189216.860000 sec): 3 clusters
  Score: Raw -1248965.482723 + Penalty 3117.663172 = -1245847.819551
  nChanged 2
		SP:Iteration 30Q (189217.050000 sec): 3 clusters
  Score: Raw -1248965.605925 + Penalty 3117.663172 = -1245847.942753
  nChanged 1
		SP:Iteration 31Q (189217.320000 sec): 3 clusters
  Score: Raw -1248965.731608 + Penalty 3117.663172 = -1245848.068436
  nChanged 0
		SP:Iteration 32F (189217.530000 sec): 3 clusters
  Score: Raw -1248965.731608 + Penalty 3117.663172 = -1245848.068436
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 69 (520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189217.670000 sec): 2 clusters
  Score: Raw -45139.679809 + Penalty 1016.247182 = -44123.432627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189217.840000 sec): 3 clusters
  Score: Raw -45060.878742 + Penalty 2032.494364 = -43028.384379
  nChanged 134
		SP:Iteration 1F (189218.030000 sec): 3 clusters
  Score: Raw -45247.691081 + Penalty 2032.494364 = -43215.196717
  nChanged 30
		SP:Iteration 2F (189218.180000 sec): 3 clusters
  Score: Raw -45288.721292 + Penalty 2032.494364 = -43256.226928
  nChanged 12
		SP:Iteration 3Q (189218.350000 sec): 3 clusters
  Score: Raw -45308.331159 + Penalty 2032.494364 = -43275.836795
  nChanged 8
		SP:Iteration 4Q (189218.580000 sec): 3 clusters
  Score: Raw -45319.066588 + Penalty 2032.494364 = -43286.572224
  nChanged 8
		SP:Iteration 5Q (189218.730000 sec): 3 clusters
  Score: Raw -45328.051712 + Penalty 2032.494364 = -43295.557348
  nChanged 3
		SP:Iteration 6Q (189218.880000 sec): 3 clusters
  Score: Raw -45330.373151 + Penalty 2032.494364 = -43297.878787
  nChanged 0
		SP:Iteration 7F (189219.070000 sec): 3 clusters
  Score: Raw -45330.373151 + Penalty 2032.494364 = -43297.878787
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 70 (2052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189219.180000 sec): 2 clusters
  Score: Raw -166666.107839 + Penalty 1239.317659 = -165426.790181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189219.370000 sec): 3 clusters
  Score: Raw -165805.894414 + Penalty 2478.635317 = -163327.259097
  nChanged 717
		SP:Iteration 1F (189219.590000 sec): 3 clusters
  Score: Raw -166294.748342 + Penalty 2478.635317 = -163816.113025
  nChanged 180
		SP:Iteration 2F (189219.730000 sec): 3 clusters
  Score: Raw -166427.122028 + Penalty 2478.635317 = -163948.486711
  nChanged 95
		SP:Iteration 3Q (189219.930000 sec): 3 clusters
  Score: Raw -166513.982553 + Penalty 2478.635317 = -164035.347236
  nChanged 82
		SP:Iteration 4Q (189220.120000 sec): 3 clusters
  Score: Raw -166578.742801 + Penalty 2478.635317 = -164100.107484
  nChanged 70
		SP:Iteration 5Q (189220.300000 sec): 3 clusters
  Score: Raw -166639.023495 + Penalty 2478.635317 = -164160.388178
  nChanged 58
		SP:Iteration 6Q (189220.460000 sec): 3 clusters
  Score: Raw -166682.369152 + Penalty 2478.635317 = -164203.733834
  nChanged 58
		SP:Iteration 7Q (189220.660000 sec): 3 clusters
  Score: Raw -166726.514016 + Penalty 2478.635317 = -164247.878699
  nChanged 66
		SP:Iteration 8Q (189220.810000 sec): 3 clusters
  Score: Raw -166781.104975 + Penalty 2478.635317 = -164302.469658
  nChanged 64
		SP:Iteration 9Q (189220.940000 sec): 3 clusters
  Score: Raw -166826.897751 + Penalty 2478.635317 = -164348.262434
  nChanged 46
		SP:Iteration 10Q (189221.140000 sec): 3 clusters
  Score: Raw -166861.493738 + Penalty 2478.635317 = -164382.858421
  nChanged 46
		SP:Iteration 11Q (189221.350000 sec): 3 clusters
  Score: Raw -166898.018241 + Penalty 2478.635317 = -164419.382924
  nChanged 46
		SP:Iteration 12Q (189221.510000 sec): 3 clusters
  Score: Raw -166932.003673 + Penalty 2478.635317 = -164453.368356
  nChanged 32
		SP:Iteration 13Q (189221.730000 sec): 3 clusters
  Score: Raw -166953.091090 + Penalty 2478.635317 = -164474.455772
  nChanged 19
		SP:Iteration 14Q (189221.880000 sec): 3 clusters
  Score: Raw -166962.729602 + Penalty 2478.635317 = -164484.094284
  nChanged 17
		SP:Iteration 15Q (189222.090000 sec): 3 clusters
  Score: Raw -166972.271622 + Penalty 2478.635317 = -164493.636305
  nChanged 15
		SP:Iteration 16Q (189222.260000 sec): 3 clusters
  Score: Raw -166981.061910 + Penalty 2478.635317 = -164502.426593
  nChanged 9
		SP:Iteration 17Q (189222.440000 sec): 3 clusters
  Score: Raw -166987.769092 + Penalty 2478.635317 = -164509.133775
  nChanged 12
		SP:Iteration 18Q (189222.630000 sec): 3 clusters
  Score: Raw -166996.877521 + Penalty 2478.635317 = -164518.242204
  nChanged 12
		SP:Iteration 19Q (189222.810000 sec): 3 clusters
  Score: Raw -167005.956670 + Penalty 2478.635317 = -164527.321353
  nChanged 10
		SP:Iteration 20F (189222.990000 sec): 3 clusters
  Score: Raw -167011.738350 + Penalty 2478.635317 = -164533.103033
  nChanged 13
		SP:Iteration 21Q (189223.210000 sec): 3 clusters
  Score: Raw -167019.203297 + Penalty 2478.635317 = -164540.567980
  nChanged 11
		SP:Iteration 22Q (189223.370000 sec): 3 clusters
  Score: Raw -167028.476049 + Penalty 2478.635317 = -164549.840732
  nChanged 7
		SP:Iteration 23Q (189223.510000 sec): 3 clusters
  Score: Raw -167034.989592 + Penalty 2478.635317 = -164556.354275
  nChanged 6
		SP:Iteration 24Q (189223.750000 sec): 3 clusters
  Score: Raw -167040.199386 + Penalty 2478.635317 = -164561.564069
  nChanged 5
		SP:Iteration 25Q (189223.930000 sec): 3 clusters
  Score: Raw -167043.816556 + Penalty 2478.635317 = -164565.181239
  nChanged 6
		SP:Iteration 26Q (189224.070000 sec): 3 clusters
  Score: Raw -167049.189675 + Penalty 2478.635317 = -164570.554358
  nChanged 8
		SP:Iteration 27Q (189224.250000 sec): 3 clusters
  Score: Raw -167055.004732 + Penalty 2478.635317 = -164576.369415
  nChanged 11
		SP:Iteration 28Q (189224.450000 sec): 3 clusters
  Score: Raw -167064.258280 + Penalty 2478.635317 = -164585.622963
  nChanged 4
		SP:Iteration 29Q (189224.640000 sec): 3 clusters
  Score: Raw -167068.257204 + Penalty 2478.635317 = -164589.621887
  nChanged 8
		SP:Iteration 30Q (189224.830000 sec): 3 clusters
  Score: Raw -167075.345378 + Penalty 2478.635317 = -164596.710061
  nChanged 12
		SP:Iteration 31Q (189225.010000 sec): 3 clusters
  Score: Raw -167089.171700 + Penalty 2478.635317 = -164610.536383
  nChanged 14
		SP:Iteration 32Q (189225.210000 sec): 3 clusters
  Score: Raw -167103.676262 + Penalty 2478.635317 = -164625.040945
  nChanged 9
		SP:Iteration 33Q (189225.390000 sec): 3 clusters
  Score: Raw -167110.856480 + Penalty 2478.635317 = -164632.221163
  nChanged 6
		SP:Iteration 34Q (189225.590000 sec): 3 clusters
  Score: Raw -167117.186410 + Penalty 2478.635317 = -164638.551093
  nChanged 3
		SP:Iteration 35Q (189225.770000 sec): 3 clusters
  Score: Raw -167119.172597 + Penalty 2478.635317 = -164640.537279
  nChanged 1
		SP:Iteration 36Q (189226.000000 sec): 3 clusters
  Score: Raw -167120.368442 + Penalty 2478.635317 = -164641.733125
  nChanged 1
		SP:Iteration 37Q (189226.150000 sec): 3 clusters
  Score: Raw -167121.295512 + Penalty 2478.635317 = -164642.660195
  nChanged 1
		SP:Iteration 38Q (189226.350000 sec): 3 clusters
  Score: Raw -167121.712042 + Penalty 2478.635317 = -164643.076725
  nChanged 2
		SP:Iteration 39Q (189226.550000 sec): 3 clusters
  Score: Raw -167123.303724 + Penalty 2478.635317 = -164644.668407
  nChanged 0
		SP:Iteration 40F (189226.710000 sec): 3 clusters
  Score: Raw -167123.303724 + Penalty 2478.635317 = -164644.668407
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 71 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189226.830000 sec): 2 clusters
  Score: Raw -36282.560112 + Penalty 977.625538 = -35304.934573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189226.980000 sec): 3 clusters
  Score: Raw -36253.811482 + Penalty 1955.251077 = -34298.560405
  nChanged 74
		SP:Iteration 1F (189227.170000 sec): 3 clusters
  Score: Raw -36351.891044 + Penalty 1955.251077 = -34396.639967
  nChanged 16
		SP:Iteration 2Q (189227.310000 sec): 3 clusters
  Score: Raw -36382.817084 + Penalty 1955.251077 = -34427.566008
  nChanged 9
		SP:Iteration 3Q (189227.530000 sec): 3 clusters
  Score: Raw -36405.996389 + Penalty 1955.251077 = -34450.745312
  nChanged 8
		SP:Iteration 4Q (189227.700000 sec): 3 clusters
  Score: Raw -36415.306115 + Penalty 1955.251077 = -34460.055039
  nChanged 2
		SP:Iteration 5Q (189227.870000 sec): 3 clusters
  Score: Raw -36418.408800 + Penalty 1955.251077 = -34463.157723
  nChanged 3
		SP:Iteration 6Q (189228.090000 sec): 3 clusters
  Score: Raw -36426.016340 + Penalty 1955.251077 = -34470.765264
  nChanged 2
		SP:Iteration 7Q (189228.240000 sec): 3 clusters
  Score: Raw -36429.645275 + Penalty 1955.251077 = -34474.394198
  nChanged 1
		SP:Iteration 8Q (189228.440000 sec): 3 clusters
  Score: Raw -36432.277332 + Penalty 1955.251077 = -34477.026256
  nChanged 0
		SP:Iteration 9F (189228.620000 sec): 3 clusters
  Score: Raw -36432.277332 + Penalty 1955.251077 = -34477.026256
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 72 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189228.720000 sec): 2 clusters
  Score: Raw -22670.541171 + Penalty 899.175792 = -21771.365379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189228.880000 sec): 3 clusters
  Score: Raw -22694.883455 + Penalty 1798.351584 = -20896.531871
  nChanged 29
		SP:Iteration 1F (189229.070000 sec): 3 clusters
  Score: Raw -22755.316913 + Penalty 1798.351584 = -20956.965329
  nChanged 9
		SP:Iteration 2Q (189229.250000 sec): 3 clusters
  Score: Raw -22777.361482 + Penalty 1798.351584 = -20979.009898
  nChanged 5
		SP:Iteration 3Q (189229.450000 sec): 3 clusters
  Score: Raw -22792.748257 + Penalty 1798.351584 = -20994.396673
  nChanged 5
		SP:Iteration 4Q (189229.590000 sec): 3 clusters
  Score: Raw -22807.048951 + Penalty 1798.351584 = -21008.697367
  nChanged 3
		SP:Iteration 5Q (189229.780000 sec): 3 clusters
  Score: Raw -22810.972183 + Penalty 1798.351584 = -21012.620599
  nChanged 0
		SP:Iteration 6F (189229.960000 sec): 3 clusters
  Score: Raw -22810.972183 + Penalty 1798.351584 = -21012.620599
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 73 (8566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189230.090000 sec): 2 clusters
  Score: Raw -688424.970128 + Penalty 1471.527876 = -686953.442253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189230.300000 sec): 3 clusters
  Score: Raw -683592.343372 + Penalty 2943.055751 = -680649.287620
  nChanged 3707
		SP:Iteration 1F (189230.510000 sec): 3 clusters
  Score: Raw -685698.786293 + Penalty 2943.055751 = -682755.730542
  nChanged 645
		SP:Iteration 2F (189230.690000 sec): 3 clusters
  Score: Raw -686072.705957 + Penalty 2943.055751 = -683129.650206
  nChanged 535
		SP:Iteration 3F (189230.890000 sec): 3 clusters
  Score: Raw -686369.113502 + Penalty 2943.055751 = -683426.057751
  nChanged 453
		SP:Iteration 4F (189231.110000 sec): 3 clusters
  Score: Raw -686611.426830 + Penalty 2943.055751 = -683668.371079
  nChanged 381
		SP:Iteration 5Q (189231.320000 sec): 3 clusters
  Score: Raw -686833.296036 + Penalty 2943.055751 = -683890.240284
  nChanged 350
		SP:Iteration 6Q (189231.530000 sec): 3 clusters
  Score: Raw -687007.960334 + Penalty 2943.055751 = -684064.904583
  nChanged 322
		SP:Iteration 7Q (189231.710000 sec): 3 clusters
  Score: Raw -687184.756606 + Penalty 2943.055751 = -684241.700855
  nChanged 329
		SP:Iteration 8Q (189231.920000 sec): 3 clusters
  Score: Raw -687378.183296 + Penalty 2943.055751 = -684435.127545
  nChanged 324
		SP:Iteration 9Q (189232.150000 sec): 3 clusters
  Score: Raw -687561.665632 + Penalty 2943.055751 = -684618.609880
  nChanged 277
		SP:Iteration 10Q (189232.350000 sec): 3 clusters
  Score: Raw -687708.948931 + Penalty 2943.055751 = -684765.893180
  nChanged 246
		SP:Iteration 11Q (189232.570000 sec): 3 clusters
  Score: Raw -687834.448416 + Penalty 2943.055751 = -684891.392665
  nChanged 218
		SP:Iteration 12Q (189232.760000 sec): 3 clusters
  Score: Raw -687944.957818 + Penalty 2943.055751 = -685001.902067
  nChanged 211
		SP:Iteration 13Q (189233.000000 sec): 3 clusters
  Score: Raw -688055.290983 + Penalty 2943.055751 = -685112.235232
  nChanged 188
		SP:Iteration 14Q (189233.210000 sec): 3 clusters
  Score: Raw -688146.166146 + Penalty 2943.055751 = -685203.110395
  nChanged 164
		SP:Iteration 15Q (189233.400000 sec): 3 clusters
  Score: Raw -688232.561926 + Penalty 2943.055751 = -685289.506174
  nChanged 162
		SP:Iteration 16Q (189233.550000 sec): 3 clusters
  Score: Raw -688313.452289 + Penalty 2943.055751 = -685370.396537
  nChanged 140
		SP:Iteration 17Q (189233.750000 sec): 3 clusters
  Score: Raw -688386.056879 + Penalty 2943.055751 = -685443.001128
  nChanged 142
		SP:Iteration 18Q (189233.970000 sec): 3 clusters
  Score: Raw -688457.635079 + Penalty 2943.055751 = -685514.579327
  nChanged 116
		SP:Iteration 19Q (189234.180000 sec): 3 clusters
  Score: Raw -688514.536120 + Penalty 2943.055751 = -685571.480369
  nChanged 100
		SP:Iteration 20F (189234.380000 sec): 3 clusters
  Score: Raw -688571.690077 + Penalty 2943.055751 = -685628.634325
  nChanged 91
		SP:Iteration 21Q (189234.570000 sec): 3 clusters
  Score: Raw -688618.537546 + Penalty 2943.055751 = -685675.481795
  nChanged 77
		SP:Iteration 22Q (189234.740000 sec): 3 clusters
  Score: Raw -688653.191002 + Penalty 2943.055751 = -685710.135251
  nChanged 65
		SP:Iteration 23Q (189234.940000 sec): 3 clusters
  Score: Raw -688681.863104 + Penalty 2943.055751 = -685738.807352
  nChanged 72
		SP:Iteration 24Q (189235.150000 sec): 3 clusters
  Score: Raw -688717.860653 + Penalty 2943.055751 = -685774.804901
  nChanged 71
		SP:Iteration 25Q (189235.350000 sec): 3 clusters
  Score: Raw -688748.290651 + Penalty 2943.055751 = -685805.234899
  nChanged 54
		SP:Iteration 26Q (189235.530000 sec): 3 clusters
  Score: Raw -688770.131801 + Penalty 2943.055751 = -685827.076050
  nChanged 62
		SP:Iteration 27Q (189235.740000 sec): 3 clusters
  Score: Raw -688796.698597 + Penalty 2943.055751 = -685853.642845
  nChanged 54
		SP:Iteration 28Q (189235.940000 sec): 3 clusters
  Score: Raw -688821.316999 + Penalty 2943.055751 = -685878.261248
  nChanged 56
		SP:Iteration 29Q (189236.120000 sec): 3 clusters
  Score: Raw -688844.373944 + Penalty 2943.055751 = -685901.318192
  nChanged 43
		SP:Iteration 30Q (189236.330000 sec): 3 clusters
  Score: Raw -688866.270219 + Penalty 2943.055751 = -685923.214468
  nChanged 37
		SP:Iteration 31Q (189236.510000 sec): 3 clusters
  Score: Raw -688883.092120 + Penalty 2943.055751 = -685940.036369
  nChanged 35
		SP:Iteration 32Q (189236.680000 sec): 3 clusters
  Score: Raw -688902.159746 + Penalty 2943.055751 = -685959.103995
  nChanged 40
		SP:Iteration 33Q (189236.870000 sec): 3 clusters
  Score: Raw -688918.455111 + Penalty 2943.055751 = -685975.399359
  nChanged 38
		SP:Iteration 34Q (189237.070000 sec): 3 clusters
  Score: Raw -688932.157765 + Penalty 2943.055751 = -685989.102014
  nChanged 30
		SP:Iteration 35Q (189237.300000 sec): 3 clusters
  Score: Raw -688942.890836 + Penalty 2943.055751 = -685999.835085
  nChanged 27
		SP:Iteration 36Q (189237.480000 sec): 3 clusters
  Score: Raw -688952.518557 + Penalty 2943.055751 = -686009.462806
  nChanged 22
		SP:Iteration 37Q (189237.670000 sec): 3 clusters
  Score: Raw -688959.873190 + Penalty 2943.055751 = -686016.817439
  nChanged 22
		SP:Iteration 38Q (189237.910000 sec): 3 clusters
  Score: Raw -688966.714950 + Penalty 2943.055751 = -686023.659199
  nChanged 16
		SP:Iteration 39Q (189238.090000 sec): 3 clusters
  Score: Raw -688973.229039 + Penalty 2943.055751 = -686030.173288
  nChanged 15
		SP:Iteration 40F (189238.330000 sec): 3 clusters
  Score: Raw -688979.433905 + Penalty 2943.055751 = -686036.378153
  nChanged 21
		SP:Iteration 41Q (189238.500000 sec): 3 clusters
  Score: Raw -688987.250822 + Penalty 2943.055751 = -686044.195071
  nChanged 19
		SP:Iteration 42Q (189238.670000 sec): 3 clusters
  Score: Raw -688997.527981 + Penalty 2943.055751 = -686054.472229
  nChanged 23
		SP:Iteration 43Q (189238.850000 sec): 3 clusters
  Score: Raw -689008.635967 + Penalty 2943.055751 = -686065.580216
  nChanged 20
		SP:Iteration 44Q (189239.090000 sec): 3 clusters
  Score: Raw -689017.796137 + Penalty 2943.055751 = -686074.740386
  nChanged 18
		SP:Iteration 45Q (189239.310000 sec): 3 clusters
  Score: Raw -689025.774153 + Penalty 2943.055751 = -686082.718401
  nChanged 12
		SP:Iteration 46Q (189239.500000 sec): 3 clusters
  Score: Raw -689029.684847 + Penalty 2943.055751 = -686086.629095
  nChanged 13
		SP:Iteration 47Q (189239.690000 sec): 3 clusters
  Score: Raw -689034.209570 + Penalty 2943.055751 = -686091.153818
  nChanged 6
		SP:Iteration 48Q (189239.860000 sec): 3 clusters
  Score: Raw -689036.456683 + Penalty 2943.055751 = -686093.400931
  nChanged 5
		SP:Iteration 49Q (189240.070000 sec): 3 clusters
  Score: Raw -689037.874315 + Penalty 2943.055751 = -686094.818563
  nChanged 3
		SP:Iteration 50Q (189240.290000 sec): 3 clusters
  Score: Raw -689038.577338 + Penalty 2943.055751 = -686095.521587
  nChanged 3
		SP:Iteration 51Q (189240.510000 sec): 3 clusters
  Score: Raw -689039.338602 + Penalty 2943.055751 = -686096.282851
  nChanged 2
		SP:Iteration 52Q (189240.670000 sec): 3 clusters
  Score: Raw -689040.022121 + Penalty 2943.055751 = -686096.966370
  nChanged 3
		SP:Iteration 53Q (189240.870000 sec): 3 clusters
  Score: Raw -689040.883079 + Penalty 2943.055751 = -686097.827327
  nChanged 7
		SP:Iteration 54Q (189241.100000 sec): 3 clusters
  Score: Raw -689043.036451 + Penalty 2943.055751 = -686099.980700
  nChanged 7
		SP:Iteration 55Q (189241.290000 sec): 3 clusters
  Score: Raw -689045.575990 + Penalty 2943.055751 = -686102.520239
  nChanged 5
		SP:Iteration 56Q (189241.510000 sec): 3 clusters
  Score: Raw -689047.483800 + Penalty 2943.055751 = -686104.428049
  nChanged 4
		SP:Iteration 57Q (189241.710000 sec): 3 clusters
  Score: Raw -689049.360896 + Penalty 2943.055751 = -686106.305144
  nChanged 5
		SP:Iteration 58Q (189241.930000 sec): 3 clusters
  Score: Raw -689051.232848 + Penalty 2943.055751 = -686108.177097
  nChanged 2
		SP:Iteration 59Q (189242.130000 sec): 3 clusters
  Score: Raw -689051.870866 + Penalty 2943.055751 = -686108.815115
  nChanged 2
		SP:Iteration 60F (189242.300000 sec): 3 clusters
  Score: Raw -689052.339530 + Penalty 2943.055751 = -686109.283779
  nChanged 1
		SP:Iteration 61Q (189242.510000 sec): 3 clusters
  Score: Raw -689052.981069 + Penalty 2943.055751 = -686109.925318
  nChanged 2
		SP:Iteration 62Q (189242.730000 sec): 3 clusters
  Score: Raw -689053.566024 + Penalty 2943.055751 = -686110.510273
  nChanged 1
		SP:Iteration 63Q (189242.910000 sec): 3 clusters
  Score: Raw -689054.094480 + Penalty 2943.055751 = -686111.038728
  nChanged 0
		SP:Iteration 64F (189243.140000 sec): 3 clusters
  Score: Raw -689054.094480 + Penalty 2943.055751 = -686111.038728
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 74 (447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189243.240000 sec): 2 clusters
  Score: Raw -36694.764043 + Penalty 991.665772 = -35703.098271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189243.410000 sec): 3 clusters
  Score: Raw -36636.618542 + Penalty 1983.331543 = -34653.286999
  nChanged 89
		SP:Iteration 1F (189243.570000 sec): 3 clusters
  Score: Raw -36775.159913 + Penalty 1983.331543 = -34791.828370
  nChanged 16
		SP:Iteration 2Q (189243.750000 sec): 3 clusters
  Score: Raw -36804.996832 + Penalty 1983.331543 = -34821.665289
  nChanged 11
		SP:Iteration 3Q (189243.920000 sec): 3 clusters
  Score: Raw -36826.332887 + Penalty 1983.331543 = -34843.001343
  nChanged 6
		SP:Iteration 4Q (189244.090000 sec): 3 clusters
  Score: Raw -36841.454679 + Penalty 1983.331543 = -34858.123136
  nChanged 5
		SP:Iteration 5Q (189244.250000 sec): 3 clusters
  Score: Raw -36850.931331 + Penalty 1983.331543 = -34867.599787
  nChanged 3
		SP:Iteration 6Q (189244.460000 sec): 3 clusters
  Score: Raw -36856.575517 + Penalty 1983.331543 = -34873.243974
  nChanged 5
		SP:Iteration 7Q (189244.640000 sec): 3 clusters
  Score: Raw -36864.849182 + Penalty 1983.331543 = -34881.517639
  nChanged 2
		SP:Iteration 8Q (189244.830000 sec): 3 clusters
  Score: Raw -36867.126611 + Penalty 1983.331543 = -34883.795068
  nChanged 2
		SP:Iteration 9Q (189244.980000 sec): 3 clusters
  Score: Raw -36870.516125 + Penalty 1983.331543 = -34887.184582
  nChanged 2
		SP:Iteration 10Q (189245.150000 sec): 3 clusters
  Score: Raw -36872.541680 + Penalty 1983.331543 = -34889.210137
  nChanged 0
		SP:Iteration 11F (189245.330000 sec): 3 clusters
  Score: Raw -36872.541680 + Penalty 1983.331543 = -34889.210137
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 75 (7198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189245.480000 sec): 2 clusters
  Score: Raw -631504.953639 + Penalty 1443.253254 = -630061.700384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189245.640000 sec): 3 clusters
  Score: Raw -627524.940739 + Penalty 2886.506509 = -624638.434230
  nChanged 3104
		SP:Iteration 1F (189245.880000 sec): 3 clusters
  Score: Raw -629296.471850 + Penalty 2886.506509 = -626409.965341
  nChanged 473
		SP:Iteration 2F (189246.050000 sec): 3 clusters
  Score: Raw -629532.641542 + Penalty 2886.506509 = -626646.135033
  nChanged 369
		SP:Iteration 3F (189246.220000 sec): 3 clusters
  Score: Raw -629723.272602 + Penalty 2886.506509 = -626836.766093
  nChanged 359
		SP:Iteration 4Q (189246.460000 sec): 3 clusters
  Score: Raw -629922.004273 + Penalty 2886.506509 = -627035.497764
  nChanged 323
		SP:Iteration 5Q (189246.640000 sec): 3 clusters
  Score: Raw -630133.978678 + Penalty 2886.506509 = -627247.472169
  nChanged 318
		SP:Iteration 6Q (189246.890000 sec): 3 clusters
  Score: Raw -630327.099838 + Penalty 2886.506509 = -627440.593329
  nChanged 306
		SP:Iteration 7Q (189247.070000 sec): 3 clusters
  Score: Raw -630510.777578 + Penalty 2886.506509 = -627624.271069
  nChanged 272
		SP:Iteration 8Q (189247.290000 sec): 3 clusters
  Score: Raw -630696.076501 + Penalty 2886.506509 = -627809.569992
  nChanged 304
		SP:Iteration 9Q (189247.470000 sec): 3 clusters
  Score: Raw -630904.144380 + Penalty 2886.506509 = -628017.637871
  nChanged 289
		SP:Iteration 10Q (189247.680000 sec): 3 clusters
  Score: Raw -631098.492556 + Penalty 2886.506509 = -628211.986047
  nChanged 288
		SP:Iteration 11Q (189247.860000 sec): 3 clusters
  Score: Raw -631285.393777 + Penalty 2886.506509 = -628398.887268
  nChanged 234
		SP:Iteration 12Q (189248.100000 sec): 3 clusters
  Score: Raw -631431.771740 + Penalty 2886.506509 = -628545.265232
  nChanged 210
		SP:Iteration 13Q (189248.330000 sec): 3 clusters
  Score: Raw -631546.364856 + Penalty 2886.506509 = -628659.858347
  nChanged 169
		SP:Iteration 14Q (189248.550000 sec): 3 clusters
  Score: Raw -631624.293912 + Penalty 2886.506509 = -628737.787403
  nChanged 123
		SP:Iteration 15Q (189248.780000 sec): 3 clusters
  Score: Raw -631674.723963 + Penalty 2886.506509 = -628788.217454
  nChanged 95
		SP:Iteration 16Q (189249.000000 sec): 3 clusters
  Score: Raw -631710.035066 + Penalty 2886.506509 = -628823.528557
  nChanged 85
		SP:Iteration 17Q (189249.190000 sec): 3 clusters
  Score: Raw -631742.990940 + Penalty 2886.506509 = -628856.484431
  nChanged 68
		SP:Iteration 18Q (189249.380000 sec): 3 clusters
  Score: Raw -631774.743990 + Penalty 2886.506509 = -628888.237481
  nChanged 74
		SP:Iteration 19Q (189249.580000 sec): 3 clusters
  Score: Raw -631806.528827 + Penalty 2886.506509 = -628920.022319
  nChanged 70
		SP:Iteration 20F (189249.760000 sec): 3 clusters
  Score: Raw -631836.222276 + Penalty 2886.506509 = -628949.715767
  nChanged 53
		SP:Iteration 21Q (189250.010000 sec): 3 clusters
  Score: Raw -631855.214904 + Penalty 2886.506509 = -628968.708395
  nChanged 44
		SP:Iteration 22Q (189250.190000 sec): 3 clusters
  Score: Raw -631869.985316 + Penalty 2886.506509 = -628983.478807
  nChanged 34
		SP:Iteration 23Q (189250.420000 sec): 3 clusters
  Score: Raw -631879.276199 + Penalty 2886.506509 = -628992.769690
  nChanged 27
		SP:Iteration 24Q (189250.600000 sec): 3 clusters
  Score: Raw -631885.074268 + Penalty 2886.506509 = -628998.567760
  nChanged 22
		SP:Iteration 25Q (189250.800000 sec): 3 clusters
  Score: Raw -631889.861997 + Penalty 2886.506509 = -629003.355488
  nChanged 18
		SP:Iteration 26Q (189251.010000 sec): 3 clusters
  Score: Raw -631893.792708 + Penalty 2886.506509 = -629007.286199
  nChanged 17
		SP:Iteration 27Q (189251.190000 sec): 3 clusters
  Score: Raw -631896.901845 + Penalty 2886.506509 = -629010.395336
  nChanged 17
		SP:Iteration 28Q (189251.370000 sec): 3 clusters
  Score: Raw -631898.958469 + Penalty 2886.506509 = -629012.451960
  nChanged 6
		SP:Iteration 29Q (189251.580000 sec): 3 clusters
  Score: Raw -631899.987535 + Penalty 2886.506509 = -629013.481027
  nChanged 5
		SP:Iteration 30Q (189251.780000 sec): 3 clusters
  Score: Raw -631900.902275 + Penalty 2886.506509 = -629014.395766
  nChanged 4
		SP:Iteration 31Q (189251.960000 sec): 3 clusters
  Score: Raw -631901.612475 + Penalty 2886.506509 = -629015.105967
  nChanged 4
		SP:Iteration 32Q (189252.180000 sec): 3 clusters
  Score: Raw -631902.089144 + Penalty 2886.506509 = -629015.582636
  nChanged 4
		SP:Iteration 33Q (189252.350000 sec): 3 clusters
  Score: Raw -631902.728813 + Penalty 2886.506509 = -629016.222304
  nChanged 1
		SP:Iteration 34Q (189252.550000 sec): 3 clusters
  Score: Raw -631902.829840 + Penalty 2886.506509 = -629016.323331
  nChanged 1
		SP:Iteration 35Q (189252.750000 sec): 3 clusters
  Score: Raw -631903.067186 + Penalty 2886.506509 = -629016.560677
  nChanged 5
		SP:Iteration 36Q (189252.990000 sec): 3 clusters
  Score: Raw -631903.730881 + Penalty 2886.506509 = -629017.224372
  nChanged 2
		SP:Iteration 37Q (189253.170000 sec): 3 clusters
  Score: Raw -631903.982907 + Penalty 2886.506509 = -629017.476398
  nChanged 3
		SP:Iteration 38Q (189253.350000 sec): 3 clusters
  Score: Raw -631904.198596 + Penalty 2886.506509 = -629017.692088
  nChanged 0
		SP:Iteration 39F (189253.560000 sec): 3 clusters
  Score: Raw -631904.198596 + Penalty 2886.506509 = -629017.692088
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 76 (524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189253.670000 sec): 2 clusters
  Score: Raw -43314.941122 + Penalty 1017.492399 = -42297.448723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189253.800000 sec): 3 clusters
  Score: Raw -43217.272454 + Penalty 2034.984797 = -41182.287657
  nChanged 120
		SP:Iteration 1F (189253.980000 sec): 3 clusters
  Score: Raw -43376.342687 + Penalty 2034.984797 = -41341.357890
  nChanged 39
		SP:Iteration 2F (189254.150000 sec): 3 clusters
  Score: Raw -43444.341061 + Penalty 2034.984797 = -41409.356263
  nChanged 15
		SP:Iteration 3Q (189254.350000 sec): 3 clusters
  Score: Raw -43470.225664 + Penalty 2034.984797 = -41435.240866
  nChanged 12
		SP:Iteration 4Q (189254.520000 sec): 3 clusters
  Score: Raw -43496.756866 + Penalty 2034.984797 = -41461.772069
  nChanged 11
		SP:Iteration 5Q (189254.670000 sec): 3 clusters
  Score: Raw -43521.968020 + Penalty 2034.984797 = -41486.983222
  nChanged 5
		SP:Iteration 6Q (189254.860000 sec): 3 clusters
  Score: Raw -43532.104425 + Penalty 2034.984797 = -41497.119628
  nChanged 5
		SP:Iteration 7Q (189254.990000 sec): 3 clusters
  Score: Raw -43540.229310 + Penalty 2034.984797 = -41505.244513
  nChanged 3
		SP:Iteration 8Q (189255.170000 sec): 3 clusters
  Score: Raw -43543.732858 + Penalty 2034.984797 = -41508.748061
  nChanged 3
		SP:Iteration 9Q (189255.350000 sec): 3 clusters
  Score: Raw -43547.662803 + Penalty 2034.984797 = -41512.678006
  nChanged 0
		SP:Iteration 10F (189255.480000 sec): 3 clusters
  Score: Raw -43547.662803 + Penalty 2034.984797 = -41512.678006
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 77 (4829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189255.570000 sec): 2 clusters
  Score: Raw -383673.074591 + Penalty 1378.389136 = -382294.685454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189255.730000 sec): 3 clusters
  Score: Raw -381151.938249 + Penalty 2756.778273 = -378395.159976
  nChanged 1971
		SP:Iteration 1F (189255.960000 sec): 3 clusters
  Score: Raw -382325.033818 + Penalty 2756.778273 = -379568.255545
  nChanged 347
		SP:Iteration 2F (189256.150000 sec): 3 clusters
  Score: Raw -382501.354327 + Penalty 2756.778273 = -379744.576055
  nChanged 268
		SP:Iteration 3F (189256.320000 sec): 3 clusters
  Score: Raw -382669.890716 + Penalty 2756.778273 = -379913.112443
  nChanged 232
		SP:Iteration 4Q (189256.530000 sec): 3 clusters
  Score: Raw -382814.354889 + Penalty 2756.778273 = -380057.576616
  nChanged 200
		SP:Iteration 5Q (189256.710000 sec): 3 clusters
  Score: Raw -382926.146447 + Penalty 2756.778273 = -380169.368174
  nChanged 195
		SP:Iteration 6Q (189256.850000 sec): 3 clusters
  Score: Raw -383021.829153 + Penalty 2756.778273 = -380265.050880
  nChanged 148
		SP:Iteration 7Q (189257.050000 sec): 3 clusters
  Score: Raw -383104.610179 + Penalty 2756.778273 = -380347.831906
  nChanged 132
		SP:Iteration 8Q (189257.230000 sec): 3 clusters
  Score: Raw -383169.546386 + Penalty 2756.778273 = -380412.768114
  nChanged 107
		SP:Iteration 9Q (189257.440000 sec): 3 clusters
  Score: Raw -383222.898518 + Penalty 2756.778273 = -380466.120245
  nChanged 100
		SP:Iteration 10Q (189257.630000 sec): 3 clusters
  Score: Raw -383273.149480 + Penalty 2756.778273 = -380516.371207
  nChanged 103
		SP:Iteration 11Q (189257.810000 sec): 3 clusters
  Score: Raw -383325.951701 + Penalty 2756.778273 = -380569.173428
  nChanged 104
		SP:Iteration 12Q (189257.990000 sec): 3 clusters
  Score: Raw -383379.175532 + Penalty 2756.778273 = -380622.397259
  nChanged 110
		SP:Iteration 13Q (189258.140000 sec): 3 clusters
  Score: Raw -383446.758891 + Penalty 2756.778273 = -380689.980618
  nChanged 105
		SP:Iteration 14Q (189258.330000 sec): 3 clusters
  Score: Raw -383514.578861 + Penalty 2756.778273 = -380757.800588
  nChanged 96
		SP:Iteration 15Q (189258.500000 sec): 3 clusters
  Score: Raw -383568.848596 + Penalty 2756.778273 = -380812.070323
  nChanged 84
		SP:Iteration 16Q (189258.740000 sec): 3 clusters
  Score: Raw -383620.447226 + Penalty 2756.778273 = -380863.668953
  nChanged 94
		SP:Iteration 17Q (189258.930000 sec): 3 clusters
  Score: Raw -383677.414706 + Penalty 2756.778273 = -380920.636433
  nChanged 70
		SP:Iteration 18Q (189259.150000 sec): 3 clusters
  Score: Raw -383716.717691 + Penalty 2756.778273 = -380959.939418
  nChanged 60
		SP:Iteration 19Q (189259.330000 sec): 3 clusters
  Score: Raw -383752.996819 + Penalty 2756.778273 = -380996.218547
  nChanged 68
		SP:Iteration 20F (189259.520000 sec): 3 clusters
  Score: Raw -383804.878900 + Penalty 2756.778273 = -381048.100627
  nChanged 66
		SP:Iteration 21Q (189259.760000 sec): 3 clusters
  Score: Raw -383861.655603 + Penalty 2756.778273 = -381104.877330
  nChanged 64
		SP:Iteration 22Q (189259.950000 sec): 3 clusters
  Score: Raw -383914.993887 + Penalty 2756.778273 = -381158.215614
  nChanged 68
		SP:Iteration 23Q (189260.160000 sec): 3 clusters
  Score: Raw -383962.727133 + Penalty 2756.778273 = -381205.948860
  nChanged 63
		SP:Iteration 24Q (189260.330000 sec): 3 clusters
  Score: Raw -384011.507760 + Penalty 2756.778273 = -381254.729487
  nChanged 61
		SP:Iteration 25Q (189260.520000 sec): 3 clusters
  Score: Raw -384054.612885 + Penalty 2756.778273 = -381297.834612
  nChanged 41
		SP:Iteration 26Q (189260.740000 sec): 3 clusters
  Score: Raw -384080.446818 + Penalty 2756.778273 = -381323.668545
  nChanged 39
		SP:Iteration 27Q (189260.970000 sec): 3 clusters
  Score: Raw -384105.429134 + Penalty 2756.778273 = -381348.650861
  nChanged 28
		SP:Iteration 28Q (189261.140000 sec): 3 clusters
  Score: Raw -384123.402371 + Penalty 2756.778273 = -381366.624098
  nChanged 21
		SP:Iteration 29Q (189261.330000 sec): 3 clusters
  Score: Raw -384138.294300 + Penalty 2756.778273 = -381381.516027
  nChanged 23
		SP:Iteration 30Q (189261.540000 sec): 3 clusters
  Score: Raw -384155.520452 + Penalty 2756.778273 = -381398.742179
  nChanged 25
		SP:Iteration 31Q (189261.750000 sec): 3 clusters
  Score: Raw -384170.693709 + Penalty 2756.778273 = -381413.915436
  nChanged 20
		SP:Iteration 32Q (189261.930000 sec): 3 clusters
  Score: Raw -384182.044450 + Penalty 2756.778273 = -381425.266177
  nChanged 16
		SP:Iteration 33Q (189262.100000 sec): 3 clusters
  Score: Raw -384190.350510 + Penalty 2756.778273 = -381433.572237
  nChanged 14
		SP:Iteration 34Q (189262.300000 sec): 3 clusters
  Score: Raw -384201.144896 + Penalty 2756.778273 = -381444.366623
  nChanged 16
		SP:Iteration 35Q (189262.490000 sec): 3 clusters
  Score: Raw -384217.319965 + Penalty 2756.778273 = -381460.541692
  nChanged 19
		SP:Iteration 36Q (189262.670000 sec): 3 clusters
  Score: Raw -384231.417570 + Penalty 2756.778273 = -381474.639297
  nChanged 16
		SP:Iteration 37Q (189262.860000 sec): 3 clusters
  Score: Raw -384243.951772 + Penalty 2756.778273 = -381487.173499
  nChanged 13
		SP:Iteration 38Q (189263.060000 sec): 3 clusters
  Score: Raw -384254.895689 + Penalty 2756.778273 = -381498.117416
  nChanged 8
		SP:Iteration 39Q (189263.240000 sec): 3 clusters
  Score: Raw -384265.504925 + Penalty 2756.778273 = -381508.726652
  nChanged 14
		SP:Iteration 40F (189263.460000 sec): 3 clusters
  Score: Raw -384278.733934 + Penalty 2756.778273 = -381521.955661
  nChanged 16
		SP:Iteration 41Q (189263.630000 sec): 3 clusters
  Score: Raw -384290.872929 + Penalty 2756.778273 = -381534.094656
  nChanged 18
		SP:Iteration 42Q (189263.820000 sec): 3 clusters
  Score: Raw -384305.112815 + Penalty 2756.778273 = -381548.334542
  nChanged 9
		SP:Iteration 43Q (189264.010000 sec): 3 clusters
  Score: Raw -384310.969153 + Penalty 2756.778273 = -381554.190880
  nChanged 5
		SP:Iteration 44Q (189264.210000 sec): 3 clusters
  Score: Raw -384313.711712 + Penalty 2756.778273 = -381556.933439
  nChanged 3
		SP:Iteration 45Q (189264.370000 sec): 3 clusters
  Score: Raw -384315.679414 + Penalty 2756.778273 = -381558.901141
  nChanged 0
		SP:Iteration 46F (189264.590000 sec): 3 clusters
  Score: Raw -384315.679414 + Penalty 2756.778273 = -381558.901141
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 78 (442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189264.680000 sec): 2 clusters
  Score: Raw -36880.723705 + Penalty 989.837856 = -35890.885849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189264.860000 sec): 3 clusters
  Score: Raw -36828.915880 + Penalty 1979.675712 = -34849.240168
  nChanged 86
		SP:Iteration 1F (189265.070000 sec): 3 clusters
  Score: Raw -36978.927411 + Penalty 1979.675712 = -34999.251699
  nChanged 27
		SP:Iteration 2F (189265.220000 sec): 3 clusters
  Score: Raw -37025.067328 + Penalty 1979.675712 = -35045.391617
  nChanged 15
		SP:Iteration 3Q (189265.370000 sec): 3 clusters
  Score: Raw -37048.179626 + Penalty 1979.675712 = -35068.503914
  nChanged 4
		SP:Iteration 4Q (189265.560000 sec): 3 clusters
  Score: Raw -37053.667322 + Penalty 1979.675712 = -35073.991611
  nChanged 2
		SP:Iteration 5Q (189265.700000 sec): 3 clusters
  Score: Raw -37060.439158 + Penalty 1979.675712 = -35080.763446
  nChanged 0
		SP:Iteration 6F (189265.850000 sec): 3 clusters
  Score: Raw -37060.439158 + Penalty 1979.675712 = -35080.763446
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 79 (3530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189265.960000 sec): 2 clusters
  Score: Raw -296338.772523 + Penalty 1327.471137 = -295011.301386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189266.150000 sec): 3 clusters
  Score: Raw -294709.131509 + Penalty 2654.942274 = -292054.189236
  nChanged 1403
		SP:Iteration 1F (189266.360000 sec): 3 clusters
  Score: Raw -295673.365032 + Penalty 2654.942274 = -293018.422758
  nChanged 321
		SP:Iteration 2F (189266.560000 sec): 3 clusters
  Score: Raw -295932.648348 + Penalty 2654.942274 = -293277.706075
  nChanged 252
		SP:Iteration 3F (189266.740000 sec): 3 clusters
  Score: Raw -296141.671378 + Penalty 2654.942274 = -293486.729104
  nChanged 208
		SP:Iteration 4F (189266.930000 sec): 3 clusters
  Score: Raw -296312.776536 + Penalty 2654.942274 = -293657.834262
  nChanged 163
		SP:Iteration 5Q (189267.070000 sec): 3 clusters
  Score: Raw -296455.567570 + Penalty 2654.942274 = -293800.625296
  nChanged 137
		SP:Iteration 6Q (189267.310000 sec): 3 clusters
  Score: Raw -296551.454446 + Penalty 2654.942274 = -293896.512172
  nChanged 97
		SP:Iteration 7Q (189267.500000 sec): 3 clusters
  Score: Raw -296604.566235 + Penalty 2654.942274 = -293949.623961
  nChanged 61
		SP:Iteration 8Q (189267.660000 sec): 3 clusters
  Score: Raw -296632.935940 + Penalty 2654.942274 = -293977.993667
  nChanged 42
		SP:Iteration 9Q (189267.850000 sec): 3 clusters
  Score: Raw -296647.441748 + Penalty 2654.942274 = -293992.499474
  nChanged 21
		SP:Iteration 10Q (189268.070000 sec): 3 clusters
  Score: Raw -296657.461119 + Penalty 2654.942274 = -294002.518845
  nChanged 26
		SP:Iteration 11Q (189268.230000 sec): 3 clusters
  Score: Raw -296669.571124 + Penalty 2654.942274 = -294014.628850
  nChanged 13
		SP:Iteration 12Q (189268.500000 sec): 3 clusters
  Score: Raw -296674.280490 + Penalty 2654.942274 = -294019.338217
  nChanged 9
		SP:Iteration 13Q (189268.730000 sec): 3 clusters
  Score: Raw -296678.624096 + Penalty 2654.942274 = -294023.681823
  nChanged 8
		SP:Iteration 14Q (189268.900000 sec): 3 clusters
  Score: Raw -296681.172714 + Penalty 2654.942274 = -294026.230441
  nChanged 5
		SP:Iteration 15Q (189269.080000 sec): 3 clusters
  Score: Raw -296683.718529 + Penalty 2654.942274 = -294028.776255
  nChanged 6
		SP:Iteration 16Q (189269.260000 sec): 3 clusters
  Score: Raw -296685.227704 + Penalty 2654.942274 = -294030.285431
  nChanged 3
		SP:Iteration 17Q (189269.460000 sec): 3 clusters
  Score: Raw -296686.411694 + Penalty 2654.942274 = -294031.469421
  nChanged 2
		SP:Iteration 18Q (189269.650000 sec): 3 clusters
  Score: Raw -296686.880605 + Penalty 2654.942274 = -294031.938331
  nChanged 0
		SP:Iteration 19F (189269.820000 sec): 3 clusters
  Score: Raw -296686.880605 + Penalty 2654.942274 = -294031.938331
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 80 (5513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189269.940000 sec): 2 clusters
  Score: Raw -470499.523075 + Penalty 1399.915436 = -469099.607640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189270.160000 sec): 3 clusters
  Score: Raw -467522.564373 + Penalty 2799.830871 = -464722.733502
  nChanged 2275
		SP:Iteration 1F (189270.320000 sec): 3 clusters
  Score: Raw -468674.178792 + Penalty 2799.830871 = -465874.347921
  nChanged 365
		SP:Iteration 2F (189270.510000 sec): 3 clusters
  Score: Raw -468850.650775 + Penalty 2799.830871 = -466050.819904
  nChanged 293
		SP:Iteration 3F (189270.690000 sec): 3 clusters
  Score: Raw -468974.073494 + Penalty 2799.830871 = -466174.242622
  nChanged 215
		SP:Iteration 4Q (189270.910000 sec): 3 clusters
  Score: Raw -469058.795010 + Penalty 2799.830871 = -466258.964139
  nChanged 167
		SP:Iteration 5Q (189271.150000 sec): 3 clusters
  Score: Raw -469121.724369 + Penalty 2799.830871 = -466321.893498
  nChanged 156
		SP:Iteration 6Q (189271.330000 sec): 3 clusters
  Score: Raw -469184.710658 + Penalty 2799.830871 = -466384.879787
  nChanged 154
		SP:Iteration 7Q (189271.560000 sec): 3 clusters
  Score: Raw -469233.685152 + Penalty 2799.830871 = -466433.854281
  nChanged 122
		SP:Iteration 8Q (189271.770000 sec): 3 clusters
  Score: Raw -469268.362932 + Penalty 2799.830871 = -466468.532061
  nChanged 77
		SP:Iteration 9Q (189272.010000 sec): 3 clusters
  Score: Raw -469287.604385 + Penalty 2799.830871 = -466487.773514
  nChanged 61
		SP:Iteration 10Q (189272.180000 sec): 3 clusters
  Score: Raw -469303.109979 + Penalty 2799.830871 = -466503.279108
  nChanged 53
		SP:Iteration 11Q (189272.410000 sec): 3 clusters
  Score: Raw -469319.220252 + Penalty 2799.830871 = -466519.389381
  nChanged 64
		SP:Iteration 12Q (189272.600000 sec): 3 clusters
  Score: Raw -469339.003482 + Penalty 2799.830871 = -466539.172611
  nChanged 70
		SP:Iteration 13Q (189272.830000 sec): 3 clusters
  Score: Raw -469359.891583 + Penalty 2799.830871 = -466560.060712
  nChanged 56
		SP:Iteration 14Q (189273.060000 sec): 3 clusters
  Score: Raw -469373.663119 + Penalty 2799.830871 = -466573.832248
  nChanged 52
		SP:Iteration 15Q (189273.270000 sec): 3 clusters
  Score: Raw -469389.920644 + Penalty 2799.830871 = -466590.089773
  nChanged 60
		SP:Iteration 16Q (189273.480000 sec): 3 clusters
  Score: Raw -469409.082359 + Penalty 2799.830871 = -466609.251488
  nChanged 74
		SP:Iteration 17Q (189273.670000 sec): 3 clusters
  Score: Raw -469432.495222 + Penalty 2799.830871 = -466632.664351
  nChanged 68
		SP:Iteration 18Q (189273.870000 sec): 3 clusters
  Score: Raw -469454.944070 + Penalty 2799.830871 = -466655.113199
  nChanged 77
		SP:Iteration 19Q (189274.060000 sec): 3 clusters
  Score: Raw -469484.965511 + Penalty 2799.830871 = -466685.134640
  nChanged 95
		SP:Iteration 20F (189274.250000 sec): 3 clusters
  Score: Raw -469528.975242 + Penalty 2799.830871 = -466729.144371
  nChanged 119
		SP:Iteration 21Q (189274.510000 sec): 3 clusters
  Score: Raw -469588.525620 + Penalty 2799.830871 = -466788.694749
  nChanged 125
		SP:Iteration 22Q (189274.690000 sec): 3 clusters
  Score: Raw -469648.732485 + Penalty 2799.830871 = -466848.901614
  nChanged 136
		SP:Iteration 23Q (189274.940000 sec): 3 clusters
  Score: Raw -469726.970468 + Penalty 2799.830871 = -466927.139597
  nChanged 156
		SP:Iteration 24Q (189275.110000 sec): 3 clusters
  Score: Raw -469832.919208 + Penalty 2799.830871 = -467033.088337
  nChanged 151
		SP:Iteration 25Q (189275.330000 sec): 3 clusters
  Score: Raw -469929.490374 + Penalty 2799.830871 = -467129.659503
  nChanged 127
		SP:Iteration 26Q (189275.560000 sec): 3 clusters
  Score: Raw -470010.120660 + Penalty 2799.830871 = -467210.289789
  nChanged 123
		SP:Iteration 27Q (189275.770000 sec): 3 clusters
  Score: Raw -470098.982150 + Penalty 2799.830871 = -467299.151279
  nChanged 140
		SP:Iteration 28Q (189275.990000 sec): 3 clusters
  Score: Raw -470205.161254 + Penalty 2799.830871 = -467405.330383
  nChanged 123
		SP:Iteration 29Q (189276.250000 sec): 3 clusters
  Score: Raw -470303.948507 + Penalty 2799.830871 = -467504.117636
  nChanged 113
		SP:Iteration 30Q (189276.460000 sec): 3 clusters
  Score: Raw -470382.220399 + Penalty 2799.830871 = -467582.389528
  nChanged 89
		SP:Iteration 31Q (189276.690000 sec): 3 clusters
  Score: Raw -470443.184764 + Penalty 2799.830871 = -467643.353892
  nChanged 66
		SP:Iteration 32Q (189276.920000 sec): 3 clusters
  Score: Raw -470487.266807 + Penalty 2799.830871 = -467687.435936
  nChanged 50
		SP:Iteration 33Q (189277.100000 sec): 3 clusters
  Score: Raw -470516.251597 + Penalty 2799.830871 = -467716.420726
  nChanged 33
		SP:Iteration 34Q (189277.320000 sec): 3 clusters
  Score: Raw -470537.568657 + Penalty 2799.830871 = -467737.737786
  nChanged 25
		SP:Iteration 35Q (189277.530000 sec): 3 clusters
  Score: Raw -470550.541243 + Penalty 2799.830871 = -467750.710372
  nChanged 19
		SP:Iteration 36Q (189277.710000 sec): 3 clusters
  Score: Raw -470563.932565 + Penalty 2799.830871 = -467764.101694
  nChanged 18
		SP:Iteration 37Q (189277.920000 sec): 3 clusters
  Score: Raw -470576.636692 + Penalty 2799.830871 = -467776.805821
  nChanged 21
		SP:Iteration 38Q (189278.130000 sec): 3 clusters
  Score: Raw -470589.796371 + Penalty 2799.830871 = -467789.965500
  nChanged 21
		SP:Iteration 39Q (189278.340000 sec): 3 clusters
  Score: Raw -470607.199208 + Penalty 2799.830871 = -467807.368337
  nChanged 20
		SP:Iteration 40F (189278.600000 sec): 3 clusters
  Score: Raw -470621.985303 + Penalty 2799.830871 = -467822.154432
  nChanged 17
		SP:Iteration 41Q (189278.800000 sec): 3 clusters
  Score: Raw -470632.985754 + Penalty 2799.830871 = -467833.154883
  nChanged 15
		SP:Iteration 42Q (189279.020000 sec): 3 clusters
  Score: Raw -470645.077134 + Penalty 2799.830871 = -467845.246263
  nChanged 11
		SP:Iteration 43Q (189279.250000 sec): 3 clusters
  Score: Raw -470651.974010 + Penalty 2799.830871 = -467852.143139
  nChanged 6
		SP:Iteration 44Q (189279.470000 sec): 3 clusters
  Score: Raw -470656.255510 + Penalty 2799.830871 = -467856.424639
  nChanged 3
		SP:Iteration 45Q (189279.730000 sec): 3 clusters
  Score: Raw -470657.574941 + Penalty 2799.830871 = -467857.744070
  nChanged 2
		SP:Iteration 46Q (189279.930000 sec): 3 clusters
  Score: Raw -470658.156516 + Penalty 2799.830871 = -467858.325645
  nChanged 0
		SP:Iteration 47F (189280.120000 sec): 3 clusters
  Score: Raw -470658.156516 + Penalty 2799.830871 = -467858.325645
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 81 (1570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189280.220000 sec): 2 clusters
  Score: Raw -130233.560366 + Penalty 1195.810021 = -129037.750345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189280.460000 sec): 3 clusters
  Score: Raw -129604.034372 + Penalty 2391.620042 = -127212.414330
  nChanged 545
		SP:Iteration 1F (189280.620000 sec): 3 clusters
  Score: Raw -129979.674777 + Penalty 2391.620042 = -127588.054735
  nChanged 118
		SP:Iteration 2F (189280.800000 sec): 3 clusters
  Score: Raw -130061.848006 + Penalty 2391.620042 = -127670.227964
  nChanged 58
		SP:Iteration 3Q (189281.000000 sec): 3 clusters
  Score: Raw -130098.878786 + Penalty 2391.620042 = -127707.258744
  nChanged 40
		SP:Iteration 4Q (189281.200000 sec): 3 clusters
  Score: Raw -130132.576414 + Penalty 2391.620042 = -127740.956372
  nChanged 34
		SP:Iteration 5Q (189281.390000 sec): 3 clusters
  Score: Raw -130156.725798 + Penalty 2391.620042 = -127765.105756
  nChanged 24
		SP:Iteration 6Q (189281.590000 sec): 3 clusters
  Score: Raw -130175.743454 + Penalty 2391.620042 = -127784.123412
  nChanged 26
		SP:Iteration 7Q (189281.770000 sec): 3 clusters
  Score: Raw -130196.130002 + Penalty 2391.620042 = -127804.509960
  nChanged 26
		SP:Iteration 8Q (189281.980000 sec): 3 clusters
  Score: Raw -130216.151355 + Penalty 2391.620042 = -127824.531313
  nChanged 20
		SP:Iteration 9Q (189282.160000 sec): 3 clusters
  Score: Raw -130231.877878 + Penalty 2391.620042 = -127840.257837
  nChanged 23
		SP:Iteration 10Q (189282.390000 sec): 3 clusters
  Score: Raw -130247.089443 + Penalty 2391.620042 = -127855.469401
  nChanged 14
		SP:Iteration 11Q (189282.570000 sec): 3 clusters
  Score: Raw -130255.310885 + Penalty 2391.620042 = -127863.690843
  nChanged 13
		SP:Iteration 12Q (189282.700000 sec): 3 clusters
  Score: Raw -130260.054237 + Penalty 2391.620042 = -127868.434196
  nChanged 8
		SP:Iteration 13Q (189282.890000 sec): 3 clusters
  Score: Raw -130262.883867 + Penalty 2391.620042 = -127871.263825
  nChanged 4
		SP:Iteration 14Q (189283.100000 sec): 3 clusters
  Score: Raw -130263.899619 + Penalty 2391.620042 = -127872.279577
  nChanged 1
		SP:Iteration 15Q (189283.250000 sec): 3 clusters
  Score: Raw -130264.863963 + Penalty 2391.620042 = -127873.243921
  nChanged 2
		SP:Iteration 16Q (189283.410000 sec): 3 clusters
  Score: Raw -130265.602571 + Penalty 2391.620042 = -127873.982529
  nChanged 1
		SP:Iteration 17Q (189283.610000 sec): 3 clusters
  Score: Raw -130265.806197 + Penalty 2391.620042 = -127874.186155
  nChanged 2
		SP:Iteration 18Q (189283.810000 sec): 3 clusters
  Score: Raw -130267.806629 + Penalty 2391.620042 = -127876.186587
  nChanged 1
		SP:Iteration 19Q (189283.990000 sec): 3 clusters
  Score: Raw -130268.601970 + Penalty 2391.620042 = -127876.981928
  nChanged 5
		SP:Iteration 20F (189284.170000 sec): 3 clusters
  Score: Raw -130270.066879 + Penalty 2391.620042 = -127878.446837
  nChanged 2
		SP:Iteration 21Q (189284.350000 sec): 3 clusters
  Score: Raw -130270.548263 + Penalty 2391.620042 = -127878.928221
  nChanged 1
		SP:Iteration 22Q (189284.530000 sec): 3 clusters
  Score: Raw -130271.440384 + Penalty 2391.620042 = -127879.820342
  nChanged 3
		SP:Iteration 23Q (189284.730000 sec): 3 clusters
  Score: Raw -130275.623450 + Penalty 2391.620042 = -127884.003408
  nChanged 5
		SP:Iteration 24Q (189284.940000 sec): 3 clusters
  Score: Raw -130278.563924 + Penalty 2391.620042 = -127886.943882
  nChanged 4
		SP:Iteration 25Q (189285.110000 sec): 3 clusters
  Score: Raw -130280.032234 + Penalty 2391.620042 = -127888.412192
  nChanged 4
		SP:Iteration 26Q (189285.300000 sec): 3 clusters
  Score: Raw -130281.432684 + Penalty 2391.620042 = -127889.812642
  nChanged 5
		SP:Iteration 27Q (189285.510000 sec): 3 clusters
  Score: Raw -130283.535111 + Penalty 2391.620042 = -127891.915069
  nChanged 8
		SP:Iteration 28Q (189285.710000 sec): 3 clusters
  Score: Raw -130287.520957 + Penalty 2391.620042 = -127895.900915
  nChanged 6
		SP:Iteration 29Q (189285.950000 sec): 3 clusters
  Score: Raw -130289.442631 + Penalty 2391.620042 = -127897.822589
  nChanged 4
		SP:Iteration 30Q (189286.100000 sec): 3 clusters
  Score: Raw -130290.769522 + Penalty 2391.620042 = -127899.149480
  nChanged 6
		SP:Iteration 31Q (189286.350000 sec): 3 clusters
  Score: Raw -130292.716480 + Penalty 2391.620042 = -127901.096438
  nChanged 5
		SP:Iteration 32Q (189286.570000 sec): 3 clusters
  Score: Raw -130294.267416 + Penalty 2391.620042 = -127902.647374
  nChanged 5
		SP:Iteration 33Q (189286.710000 sec): 3 clusters
  Score: Raw -130297.866570 + Penalty 2391.620042 = -127906.246528
  nChanged 7
		SP:Iteration 34Q (189286.910000 sec): 3 clusters
  Score: Raw -130301.734448 + Penalty 2391.620042 = -127910.114406
  nChanged 10
		SP:Iteration 35Q (189287.080000 sec): 3 clusters
  Score: Raw -130308.611899 + Penalty 2391.620042 = -127916.991857
  nChanged 7
		SP:Iteration 36Q (189287.270000 sec): 3 clusters
  Score: Raw -130310.961473 + Penalty 2391.620042 = -127919.341431
  nChanged 8
		SP:Iteration 37Q (189287.530000 sec): 3 clusters
  Score: Raw -130313.828289 + Penalty 2391.620042 = -127922.208247
  nChanged 4
		SP:Iteration 38Q (189287.710000 sec): 3 clusters
  Score: Raw -130317.157090 + Penalty 2391.620042 = -127925.537048
  nChanged 5
		SP:Iteration 39Q (189287.870000 sec): 3 clusters
  Score: Raw -130318.837323 + Penalty 2391.620042 = -127927.217281
  nChanged 3
		SP:Iteration 40F (189288.060000 sec): 3 clusters
  Score: Raw -130320.380561 + Penalty 2391.620042 = -127928.760519
  nChanged 6
		SP:Iteration 41Q (189288.260000 sec): 3 clusters
  Score: Raw -130324.681761 + Penalty 2391.620042 = -127933.061719
  nChanged 8
		SP:Iteration 42Q (189288.430000 sec): 3 clusters
  Score: Raw -130329.887590 + Penalty 2391.620042 = -127938.267548
  nChanged 5
		SP:Iteration 43Q (189288.610000 sec): 3 clusters
  Score: Raw -130333.084254 + Penalty 2391.620042 = -127941.464212
  nChanged 5
		SP:Iteration 44Q (189288.810000 sec): 3 clusters
  Score: Raw -130335.968066 + Penalty 2391.620042 = -127944.348024
  nChanged 6
		SP:Iteration 45Q (189288.970000 sec): 3 clusters
  Score: Raw -130338.459080 + Penalty 2391.620042 = -127946.839038
  nChanged 5
		SP:Iteration 46Q (189289.180000 sec): 3 clusters
  Score: Raw -130340.945379 + Penalty 2391.620042 = -127949.325337
  nChanged 7
		SP:Iteration 47Q (189289.380000 sec): 3 clusters
  Score: Raw -130344.966750 + Penalty 2391.620042 = -127953.346708
  nChanged 9
		SP:Iteration 48Q (189289.550000 sec): 3 clusters
  Score: Raw -130349.341932 + Penalty 2391.620042 = -127957.721890
  nChanged 6
		SP:Iteration 49Q (189289.770000 sec): 3 clusters
  Score: Raw -130353.860168 + Penalty 2391.620042 = -127962.240126
  nChanged 5
		SP:Iteration 50Q (189289.940000 sec): 3 clusters
  Score: Raw -130356.631003 + Penalty 2391.620042 = -127965.010961
  nChanged 10
		SP:Iteration 51Q (189290.110000 sec): 3 clusters
  Score: Raw -130364.647229 + Penalty 2391.620042 = -127973.027187
  nChanged 18
		SP:Iteration 52Q (189290.290000 sec): 3 clusters
  Score: Raw -130375.527713 + Penalty 2391.620042 = -127983.907671
  nChanged 15
		SP:Iteration 53Q (189290.490000 sec): 3 clusters
  Score: Raw -130386.383880 + Penalty 2391.620042 = -127994.763838
  nChanged 10
		SP:Iteration 54Q (189290.690000 sec): 3 clusters
  Score: Raw -130392.364969 + Penalty 2391.620042 = -128000.744927
  nChanged 7
		SP:Iteration 55Q (189290.880000 sec): 3 clusters
  Score: Raw -130396.849249 + Penalty 2391.620042 = -128005.229207
  nChanged 6
		SP:Iteration 56Q (189291.030000 sec): 3 clusters
  Score: Raw -130399.186286 + Penalty 2391.620042 = -128007.566244
  nChanged 7
		SP:Iteration 57Q (189291.240000 sec): 3 clusters
  Score: Raw -130403.591451 + Penalty 2391.620042 = -128011.971409
  nChanged 5
		SP:Iteration 58Q (189291.430000 sec): 3 clusters
  Score: Raw -130406.570973 + Penalty 2391.620042 = -128014.950931
  nChanged 4
		SP:Iteration 59Q (189291.610000 sec): 3 clusters
  Score: Raw -130408.308005 + Penalty 2391.620042 = -128016.687963
  nChanged 4
		SP:Iteration 60F (189291.780000 sec): 3 clusters
  Score: Raw -130410.405032 + Penalty 2391.620042 = -128018.784990
  nChanged 2
		SP:Iteration 61Q (189291.970000 sec): 3 clusters
  Score: Raw -130411.499444 + Penalty 2391.620042 = -128019.879402
  nChanged 4
		SP:Iteration 62Q (189292.200000 sec): 3 clusters
  Score: Raw -130413.667593 + Penalty 2391.620042 = -128022.047551
  nChanged 1
		SP:Iteration 63Q (189292.390000 sec): 3 clusters
  Score: Raw -130413.979009 + Penalty 2391.620042 = -128022.358967
  nChanged 0
		SP:Iteration 64F (189292.580000 sec): 3 clusters
  Score: Raw -130413.979009 + Penalty 2391.620042 = -128022.358967
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 82 (23517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189292.900000 sec): 2 clusters
  Score: Raw -1923076.492505 + Penalty 1635.640312 = -1921440.852193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189293.180000 sec): 3 clusters
  Score: Raw -1908855.602572 + Penalty 3271.280624 = -1905584.321948
  nChanged 10687
		SP:Iteration 1F (189293.500000 sec): 3 clusters
  Score: Raw -1915450.297636 + Penalty 3271.280624 = -1912179.017012
  nChanged 1712
		SP:Iteration 2F (189293.800000 sec): 3 clusters
  Score: Raw -1916592.919219 + Penalty 3271.280624 = -1913321.638595
  nChanged 1809
		SP:Iteration 3F (189294.070000 sec): 3 clusters
  Score: Raw -1917900.234624 + Penalty 3271.280624 = -1914628.954000
  nChanged 1796
		SP:Iteration 4F (189294.430000 sec): 3 clusters
  Score: Raw -1919192.208570 + Penalty 3271.280624 = -1915920.927946
  nChanged 1514
		SP:Iteration 5F (189294.710000 sec): 3 clusters
  Score: Raw -1920175.842326 + Penalty 3271.280624 = -1916904.561702
  nChanged 1247
		SP:Iteration 6F (189295.020000 sec): 3 clusters
  Score: Raw -1920858.310686 + Penalty 3271.280624 = -1917587.030062
  nChanged 927
		SP:Iteration 7Q (189295.310000 sec): 3 clusters
  Score: Raw -1921303.229649 + Penalty 3271.280624 = -1918031.949025
  nChanged 732
		SP:Iteration 8Q (189295.590000 sec): 3 clusters
  Score: Raw -1921632.960348 + Penalty 3271.280624 = -1918361.679724
  nChanged 590
		SP:Iteration 9Q (189295.880000 sec): 3 clusters
  Score: Raw -1921869.009077 + Penalty 3271.280624 = -1918597.728453
  nChanged 518
		SP:Iteration 10Q (189296.170000 sec): 3 clusters
  Score: Raw -1922056.796800 + Penalty 3271.280624 = -1918785.516176
  nChanged 416
		SP:Iteration 11Q (189296.470000 sec): 3 clusters
  Score: Raw -1922206.656781 + Penalty 3271.280624 = -1918935.376157
  nChanged 383
		SP:Iteration 12Q (189296.730000 sec): 3 clusters
  Score: Raw -1922323.944257 + Penalty 3271.280624 = -1919052.663633
  nChanged 307
		SP:Iteration 13Q (189297.040000 sec): 3 clusters
  Score: Raw -1922411.574347 + Penalty 3271.280624 = -1919140.293723
  nChanged 261
		SP:Iteration 14Q (189297.370000 sec): 3 clusters
  Score: Raw -1922475.947423 + Penalty 3271.280624 = -1919204.666799
  nChanged 236
		SP:Iteration 15Q (189297.660000 sec): 3 clusters
  Score: Raw -1922536.623877 + Penalty 3271.280624 = -1919265.343253
  nChanged 201
		SP:Iteration 16Q (189297.990000 sec): 3 clusters
  Score: Raw -1922585.253564 + Penalty 3271.280624 = -1919313.972940
  nChanged 176
		SP:Iteration 17Q (189298.260000 sec): 3 clusters
  Score: Raw -1922619.470521 + Penalty 3271.280624 = -1919348.189897
  nChanged 121
		SP:Iteration 18Q (189298.590000 sec): 3 clusters
  Score: Raw -1922637.452714 + Penalty 3271.280624 = -1919366.172090
  nChanged 99
		SP:Iteration 19Q (189298.890000 sec): 3 clusters
  Score: Raw -1922650.590027 + Penalty 3271.280624 = -1919379.309404
  nChanged 64
		SP:Iteration 20F (189299.160000 sec): 3 clusters
  Score: Raw -1922659.742643 + Penalty 3271.280624 = -1919388.462019
  nChanged 69
		SP:Iteration 21Q (189299.460000 sec): 3 clusters
  Score: Raw -1922668.253399 + Penalty 3271.280624 = -1919396.972775
  nChanged 78
		SP:Iteration 22Q (189299.780000 sec): 3 clusters
  Score: Raw -1922678.058678 + Penalty 3271.280624 = -1919406.778054
  nChanged 58
		SP:Iteration 23Q (189300.100000 sec): 3 clusters
  Score: Raw -1922685.414895 + Penalty 3271.280624 = -1919414.134271
  nChanged 50
		SP:Iteration 24Q (189300.400000 sec): 3 clusters
  Score: Raw -1922691.179585 + Penalty 3271.280624 = -1919419.898961
  nChanged 56
		SP:Iteration 25Q (189300.700000 sec): 3 clusters
  Score: Raw -1922698.218109 + Penalty 3271.280624 = -1919426.937485
  nChanged 55
		SP:Iteration 26Q (189301.010000 sec): 3 clusters
  Score: Raw -1922705.849905 + Penalty 3271.280624 = -1919434.569281
  nChanged 65
		SP:Iteration 27Q (189301.300000 sec): 3 clusters
  Score: Raw -1922713.433123 + Penalty 3271.280624 = -1919442.152499
  nChanged 54
		SP:Iteration 28Q (189301.570000 sec): 3 clusters
  Score: Raw -1922722.154708 + Penalty 3271.280624 = -1919450.874084
  nChanged 84
		SP:Iteration 29Q (189301.850000 sec): 3 clusters
  Score: Raw -1922736.978329 + Penalty 3271.280624 = -1919465.697706
  nChanged 96
		SP:Iteration 30Q (189302.150000 sec): 3 clusters
  Score: Raw -1922757.697063 + Penalty 3271.280624 = -1919486.416439
  nChanged 94
		SP:Iteration 31Q (189302.460000 sec): 3 clusters
  Score: Raw -1922774.202287 + Penalty 3271.280624 = -1919502.921663
  nChanged 99
		SP:Iteration 32Q (189302.820000 sec): 3 clusters
  Score: Raw -1922792.386245 + Penalty 3271.280624 = -1919521.105621
  nChanged 98
		SP:Iteration 33Q (189303.160000 sec): 3 clusters
  Score: Raw -1922813.963640 + Penalty 3271.280624 = -1919542.683016
  nChanged 109
		SP:Iteration 34Q (189303.460000 sec): 3 clusters
  Score: Raw -1922842.043218 + Penalty 3271.280624 = -1919570.762594
  nChanged 128
		SP:Iteration 35Q (189303.740000 sec): 3 clusters
  Score: Raw -1922876.201670 + Penalty 3271.280624 = -1919604.921046
  nChanged 122
		SP:Iteration 36Q (189304.050000 sec): 3 clusters
  Score: Raw -1922904.369310 + Penalty 3271.280624 = -1919633.088686
  nChanged 129
		SP:Iteration 37Q (189304.360000 sec): 3 clusters
  Score: Raw -1922935.258269 + Penalty 3271.280624 = -1919663.977646
  nChanged 117
		SP:Iteration 38Q (189304.740000 sec): 3 clusters
  Score: Raw -1922966.450514 + Penalty 3271.280624 = -1919695.169890
  nChanged 142
		SP:Iteration 39Q (189305.120000 sec): 3 clusters
  Score: Raw -1922999.736285 + Penalty 3271.280624 = -1919728.455661
  nChanged 122
		SP:Iteration 40F (189305.370000 sec): 3 clusters
  Score: Raw -1923026.207423 + Penalty 3271.280624 = -1919754.926799
  nChanged 116
		SP:Iteration 41Q (189305.670000 sec): 3 clusters
  Score: Raw -1923051.585240 + Penalty 3271.280624 = -1919780.304616
  nChanged 110
		SP:Iteration 42Q (189305.980000 sec): 3 clusters
  Score: Raw -1923074.370269 + Penalty 3271.280624 = -1919803.089645
  nChanged 99
		SP:Iteration 43Q (189306.300000 sec): 3 clusters
  Score: Raw -1923091.000726 + Penalty 3271.280624 = -1919819.720103
  nChanged 83
		SP:Iteration 44Q (189306.630000 sec): 3 clusters
  Score: Raw -1923106.568982 + Penalty 3271.280624 = -1919835.288358
  nChanged 87
		SP:Iteration 45Q (189306.880000 sec): 3 clusters
  Score: Raw -1923121.548924 + Penalty 3271.280624 = -1919850.268300
  nChanged 80
		SP:Iteration 46Q (189307.210000 sec): 3 clusters
  Score: Raw -1923134.007999 + Penalty 3271.280624 = -1919862.727375
  nChanged 75
		SP:Iteration 47Q (189307.570000 sec): 3 clusters
  Score: Raw -1923145.704488 + Penalty 3271.280624 = -1919874.423864
  nChanged 67
		SP:Iteration 48Q (189307.810000 sec): 3 clusters
  Score: Raw -1923156.511118 + Penalty 3271.280624 = -1919885.230494
  nChanged 71
		SP:Iteration 49Q (189308.160000 sec): 3 clusters
  Score: Raw -1923165.991945 + Penalty 3271.280624 = -1919894.711321
  nChanged 57
		SP:Iteration 50Q (189308.440000 sec): 3 clusters
  Score: Raw -1923174.400563 + Penalty 3271.280624 = -1919903.119939
  nChanged 64
		SP:Iteration 51Q (189308.710000 sec): 3 clusters
  Score: Raw -1923183.369149 + Penalty 3271.280624 = -1919912.088525
  nChanged 64
		SP:Iteration 52Q (189309.050000 sec): 3 clusters
  Score: Raw -1923191.537862 + Penalty 3271.280624 = -1919920.257238
  nChanged 66
		SP:Iteration 53Q (189309.370000 sec): 3 clusters
  Score: Raw -1923199.301165 + Penalty 3271.280624 = -1919928.020541
  nChanged 64
		SP:Iteration 54Q (189309.650000 sec): 3 clusters
  Score: Raw -1923207.092077 + Penalty 3271.280624 = -1919935.811454
  nChanged 51
		SP:Iteration 55Q (189309.990000 sec): 3 clusters
  Score: Raw -1923213.067213 + Penalty 3271.280624 = -1919941.786589
  nChanged 46
		SP:Iteration 56Q (189310.300000 sec): 3 clusters
  Score: Raw -1923219.563127 + Penalty 3271.280624 = -1919948.282503
  nChanged 49
		SP:Iteration 57Q (189310.610000 sec): 3 clusters
  Score: Raw -1923227.205827 + Penalty 3271.280624 = -1919955.925203
  nChanged 56
		SP:Iteration 58Q (189310.860000 sec): 3 clusters
  Score: Raw -1923234.313724 + Penalty 3271.280624 = -1919963.033100
  nChanged 44
		SP:Iteration 59Q (189311.180000 sec): 3 clusters
  Score: Raw -1923241.196426 + Penalty 3271.280624 = -1919969.915802
  nChanged 58
		SP:Iteration 60F (189311.470000 sec): 3 clusters
  Score: Raw -1923249.558941 + Penalty 3271.280624 = -1919978.278317
  nChanged 52
		SP:Iteration 61Q (189311.800000 sec): 3 clusters
  Score: Raw -1923256.382979 + Penalty 3271.280624 = -1919985.102355
  nChanged 48
		SP:Iteration 62Q (189312.100000 sec): 3 clusters
  Score: Raw -1923263.151571 + Penalty 3271.280624 = -1919991.870947
  nChanged 50
		SP:Iteration 63Q (189312.400000 sec): 3 clusters
  Score: Raw -1923269.237995 + Penalty 3271.280624 = -1919997.957371
  nChanged 50
		SP:Iteration 64Q (189312.740000 sec): 3 clusters
  Score: Raw -1923275.340038 + Penalty 3271.280624 = -1920004.059414
  nChanged 53
		SP:Iteration 65Q (189312.970000 sec): 3 clusters
  Score: Raw -1923281.995044 + Penalty 3271.280624 = -1920010.714420
  nChanged 40
		SP:Iteration 66Q (189313.240000 sec): 3 clusters
  Score: Raw -1923287.890581 + Penalty 3271.280624 = -1920016.609957
  nChanged 37
		SP:Iteration 67Q (189313.550000 sec): 3 clusters
  Score: Raw -1923292.780617 + Penalty 3271.280624 = -1920021.499994
  nChanged 48
		SP:Iteration 68Q (189313.860000 sec): 3 clusters
  Score: Raw -1923300.622860 + Penalty 3271.280624 = -1920029.342236
  nChanged 53
		SP:Iteration 69Q (189314.160000 sec): 3 clusters
  Score: Raw -1923308.493478 + Penalty 3271.280624 = -1920037.212854
  nChanged 53
		SP:Iteration 70Q (189314.480000 sec): 3 clusters
  Score: Raw -1923316.866641 + Penalty 3271.280624 = -1920045.586017
  nChanged 47
		SP:Iteration 71Q (189314.740000 sec): 3 clusters
  Score: Raw -1923323.862671 + Penalty 3271.280624 = -1920052.582047
  nChanged 58
		SP:Iteration 72Q (189315.040000 sec): 3 clusters
  Score: Raw -1923336.277322 + Penalty 3271.280624 = -1920064.996698
  nChanged 58
		SP:Iteration 73Q (189315.350000 sec): 3 clusters
  Score: Raw -1923346.451230 + Penalty 3271.280624 = -1920075.170606
  nChanged 65
		SP:Iteration 74Q (189315.660000 sec): 3 clusters
  Score: Raw -1923355.858327 + Penalty 3271.280624 = -1920084.577703
  nChanged 52
		SP:Iteration 75Q (189315.970000 sec): 3 clusters
  Score: Raw -1923364.675479 + Penalty 3271.280624 = -1920093.394855
  nChanged 45
		SP:Iteration 76Q (189316.290000 sec): 3 clusters
  Score: Raw -1923370.767169 + Penalty 3271.280624 = -1920099.486545
  nChanged 35
		SP:Iteration 77Q (189316.620000 sec): 3 clusters
  Score: Raw -1923374.385154 + Penalty 3271.280624 = -1920103.104530
  nChanged 19
		SP:Iteration 78Q (189316.920000 sec): 3 clusters
  Score: Raw -1923377.894235 + Penalty 3271.280624 = -1920106.613611
  nChanged 31
		SP:Iteration 79Q (189317.250000 sec): 3 clusters
  Score: Raw -1923382.788066 + Penalty 3271.280624 = -1920111.507442
  nChanged 32
		SP:Iteration 80F (189317.560000 sec): 3 clusters
  Score: Raw -1923388.359707 + Penalty 3271.280624 = -1920117.079083
  nChanged 45
		SP:Iteration 81Q (189317.820000 sec): 3 clusters
  Score: Raw -1923395.390131 + Penalty 3271.280624 = -1920124.109507
  nChanged 35
		SP:Iteration 82Q (189318.120000 sec): 3 clusters
  Score: Raw -1923400.957916 + Penalty 3271.280624 = -1920129.677292
  nChanged 44
		SP:Iteration 83Q (189318.450000 sec): 3 clusters
  Score: Raw -1923406.726489 + Penalty 3271.280624 = -1920135.445865
  nChanged 36
		SP:Iteration 84Q (189318.750000 sec): 3 clusters
  Score: Raw -1923412.091931 + Penalty 3271.280624 = -1920140.811307
  nChanged 44
		SP:Iteration 85Q (189319.040000 sec): 3 clusters
  Score: Raw -1923418.629451 + Penalty 3271.280624 = -1920147.348827
  nChanged 41
		SP:Iteration 86Q (189319.310000 sec): 3 clusters
  Score: Raw -1923424.356918 + Penalty 3271.280624 = -1920153.076294
  nChanged 40
		SP:Iteration 87Q (189319.620000 sec): 3 clusters
  Score: Raw -1923431.246139 + Penalty 3271.280624 = -1920159.965515
  nChanged 31
		SP:Iteration 88Q (189319.920000 sec): 3 clusters
  Score: Raw -1923437.081082 + Penalty 3271.280624 = -1920165.800458
  nChanged 38
		SP:Iteration 89Q (189320.180000 sec): 3 clusters
  Score: Raw -1923443.754942 + Penalty 3271.280624 = -1920172.474319
  nChanged 42
		SP:Iteration 90Q (189320.450000 sec): 3 clusters
  Score: Raw -1923449.878975 + Penalty 3271.280624 = -1920178.598351
  nChanged 37
		SP:Iteration 91Q (189320.730000 sec): 3 clusters
  Score: Raw -1923456.136999 + Penalty 3271.280624 = -1920184.856375
  nChanged 39
		SP:Iteration 92Q (189321.060000 sec): 3 clusters
  Score: Raw -1923461.074541 + Penalty 3271.280624 = -1920189.793917
  nChanged 32
		SP:Iteration 93Q (189321.320000 sec): 3 clusters
  Score: Raw -1923465.846198 + Penalty 3271.280624 = -1920194.565574
  nChanged 35
		SP:Iteration 94Q (189321.550000 sec): 3 clusters
  Score: Raw -1923470.707604 + Penalty 3271.280624 = -1920199.426980
  nChanged 37
		SP:Iteration 95Q (189321.860000 sec): 3 clusters
  Score: Raw -1923475.307424 + Penalty 3271.280624 = -1920204.026800
  nChanged 31
		SP:Iteration 96Q (189322.100000 sec): 3 clusters
  Score: Raw -1923478.459611 + Penalty 3271.280624 = -1920207.178987
  nChanged 21
		SP:Iteration 97Q (189322.450000 sec): 3 clusters
  Score: Raw -1923480.775620 + Penalty 3271.280624 = -1920209.494996
  nChanged 18
		SP:Iteration 98Q (189322.720000 sec): 3 clusters
  Score: Raw -1923482.818405 + Penalty 3271.280624 = -1920211.537781
  nChanged 18
		SP:Iteration 99Q (189323.040000 sec): 3 clusters
  Score: Raw -1923484.907026 + Penalty 3271.280624 = -1920213.626402
  nChanged 20
		SP:Iteration 100F (189323.370000 sec): 3 clusters
  Score: Raw -1923486.841716 + Penalty 3271.280624 = -1920215.561092
  nChanged 16
		SP:Iteration 101Q (189323.660000 sec): 3 clusters
  Score: Raw -1923488.286222 + Penalty 3271.280624 = -1920217.005598
  nChanged 14
		SP:Iteration 102Q (189323.950000 sec): 3 clusters
  Score: Raw -1923489.925483 + Penalty 3271.280624 = -1920218.644859
  nChanged 11
		SP:Iteration 103Q (189324.240000 sec): 3 clusters
  Score: Raw -1923491.738767 + Penalty 3271.280624 = -1920220.458143
  nChanged 18
		SP:Iteration 104Q (189324.560000 sec): 3 clusters
  Score: Raw -1923495.347415 + Penalty 3271.280624 = -1920224.066792
  nChanged 25
		SP:Iteration 105Q (189324.850000 sec): 3 clusters
  Score: Raw -1923499.616501 + Penalty 3271.280624 = -1920228.335877
  nChanged 29
		SP:Iteration 106Q (189325.140000 sec): 3 clusters
  Score: Raw -1923504.162351 + Penalty 3271.280624 = -1920232.881727
  nChanged 36
		SP:Iteration 107Q (189325.460000 sec): 3 clusters
  Score: Raw -1923509.752336 + Penalty 3271.280624 = -1920238.471712
  nChanged 39
		SP:Iteration 108Q (189325.780000 sec): 3 clusters
  Score: Raw -1923515.005716 + Penalty 3271.280624 = -1920243.725092
  nChanged 32
		SP:Iteration 109Q (189326.070000 sec): 3 clusters
  Score: Raw -1923520.072870 + Penalty 3271.280624 = -1920248.792247
  nChanged 34
		SP:Iteration 110Q (189326.390000 sec): 3 clusters
  Score: Raw -1923525.112381 + Penalty 3271.280624 = -1920253.831757
  nChanged 30
		SP:Iteration 111Q (189326.710000 sec): 3 clusters
  Score: Raw -1923530.129138 + Penalty 3271.280624 = -1920258.848515
  nChanged 32
		SP:Iteration 112Q (189326.970000 sec): 3 clusters
  Score: Raw -1923535.135733 + Penalty 3271.280624 = -1920263.855109
  nChanged 33
		SP:Iteration 113Q (189327.240000 sec): 3 clusters
  Score: Raw -1923540.133179 + Penalty 3271.280624 = -1920268.852555
  nChanged 33
		SP:Iteration 114Q (189327.540000 sec): 3 clusters
  Score: Raw -1923545.012108 + Penalty 3271.280624 = -1920273.731484
  nChanged 23
		SP:Iteration 115Q (189327.810000 sec): 3 clusters
  Score: Raw -1923549.258362 + Penalty 3271.280624 = -1920277.977739
  nChanged 21
		SP:Iteration 116Q (189328.120000 sec): 3 clusters
  Score: Raw -1923553.082799 + Penalty 3271.280624 = -1920281.802175
  nChanged 18
		SP:Iteration 117Q (189328.450000 sec): 3 clusters
  Score: Raw -1923555.754964 + Penalty 3271.280624 = -1920284.474340
  nChanged 27
		SP:Iteration 118Q (189328.710000 sec): 3 clusters
  Score: Raw -1923561.101618 + Penalty 3271.280624 = -1920289.820994
  nChanged 31
		SP:Iteration 119Q (189329.060000 sec): 3 clusters
  Score: Raw -1923565.866719 + Penalty 3271.280624 = -1920294.586095
  nChanged 23
		SP:Iteration 120F (189329.370000 sec): 3 clusters
  Score: Raw -1923568.819995 + Penalty 3271.280624 = -1920297.539371
  nChanged 16
		SP:Iteration 121Q (189329.670000 sec): 3 clusters
  Score: Raw -1923571.920455 + Penalty 3271.280624 = -1920300.639831
  nChanged 18
		SP:Iteration 122Q (189330.020000 sec): 3 clusters
  Score: Raw -1923575.128829 + Penalty 3271.280624 = -1920303.848205
  nChanged 24
		SP:Iteration 123Q (189330.300000 sec): 3 clusters
  Score: Raw -1923578.135275 + Penalty 3271.280624 = -1920306.854651
  nChanged 13
		SP:Iteration 124Q (189330.680000 sec): 3 clusters
  Score: Raw -1923579.869648 + Penalty 3271.280624 = -1920308.589024
  nChanged 13
		SP:Iteration 125Q (189330.970000 sec): 3 clusters
  Score: Raw -1923581.355506 + Penalty 3271.280624 = -1920310.074882
  nChanged 15
		SP:Iteration 126Q (189331.290000 sec): 3 clusters
  Score: Raw -1923583.503756 + Penalty 3271.280624 = -1920312.223132
  nChanged 21
		SP:Iteration 127Q (189331.530000 sec): 3 clusters
  Score: Raw -1923586.740387 + Penalty 3271.280624 = -1920315.459763
  nChanged 22
		SP:Iteration 128Q (189331.800000 sec): 3 clusters
  Score: Raw -1923589.265476 + Penalty 3271.280624 = -1920317.984852
  nChanged 14
		SP:Iteration 129Q (189332.120000 sec): 3 clusters
  Score: Raw -1923590.784854 + Penalty 3271.280624 = -1920319.504230
  nChanged 11
		SP:Iteration 130Q (189332.410000 sec): 3 clusters
  Score: Raw -1923591.915497 + Penalty 3271.280624 = -1920320.634873
  nChanged 9
		SP:Iteration 131Q (189332.680000 sec): 3 clusters
  Score: Raw -1923592.783505 + Penalty 3271.280624 = -1920321.502882
  nChanged 6
		SP:Iteration 132Q (189332.990000 sec): 3 clusters
  Score: Raw -1923593.461087 + Penalty 3271.280624 = -1920322.180463
  nChanged 5
		SP:Iteration 133Q (189333.270000 sec): 3 clusters
  Score: Raw -1923593.911748 + Penalty 3271.280624 = -1920322.631125
  nChanged 6
		SP:Iteration 134Q (189333.580000 sec): 3 clusters
  Score: Raw -1923595.019318 + Penalty 3271.280624 = -1920323.738694
  nChanged 8
		SP:Iteration 135Q (189333.880000 sec): 3 clusters
  Score: Raw -1923596.428040 + Penalty 3271.280624 = -1920325.147416
  nChanged 8
		SP:Iteration 136Q (189334.210000 sec): 3 clusters
  Score: Raw -1923597.630898 + Penalty 3271.280624 = -1920326.350275
  nChanged 10
		SP:Iteration 137Q (189334.510000 sec): 3 clusters
  Score: Raw -1923599.129077 + Penalty 3271.280624 = -1920327.848453
  nChanged 7
		SP:Iteration 138Q (189334.730000 sec): 3 clusters
  Score: Raw -1923600.092970 + Penalty 3271.280624 = -1920328.812346
  nChanged 9
		SP:Iteration 139Q (189335.010000 sec): 3 clusters
  Score: Raw -1923601.220189 + Penalty 3271.280624 = -1920329.939565
  nChanged 12
		SP:Iteration 140F (189335.330000 sec): 3 clusters
  Score: Raw -1923602.967062 + Penalty 3271.280624 = -1920331.686438
  nChanged 19
		SP:Iteration 141Q (189335.640000 sec): 3 clusters
  Score: Raw -1923606.469213 + Penalty 3271.280624 = -1920335.188589
  nChanged 20
		SP:Iteration 142Q (189335.940000 sec): 3 clusters
  Score: Raw -1923609.191851 + Penalty 3271.280624 = -1920337.911227
  nChanged 17
		SP:Iteration 143Q (189336.220000 sec): 3 clusters
  Score: Raw -1923612.503372 + Penalty 3271.280624 = -1920341.222748
  nChanged 19
		SP:Iteration 144Q (189336.470000 sec): 3 clusters
  Score: Raw -1923615.694928 + Penalty 3271.280624 = -1920344.414304
  nChanged 18
		SP:Iteration 145Q (189336.770000 sec): 3 clusters
  Score: Raw -1923618.667520 + Penalty 3271.280624 = -1920347.386897
  nChanged 15
		SP:Iteration 146Q (189337.050000 sec): 3 clusters
  Score: Raw -1923621.755473 + Penalty 3271.280624 = -1920350.474849
  nChanged 19
		SP:Iteration 147Q (189337.300000 sec): 3 clusters
  Score: Raw -1923625.009748 + Penalty 3271.280624 = -1920353.729124
  nChanged 23
		SP:Iteration 148Q (189337.600000 sec): 3 clusters
  Score: Raw -1923629.147715 + Penalty 3271.280624 = -1920357.867091
  nChanged 19
		SP:Iteration 149Q (189337.940000 sec): 3 clusters
  Score: Raw -1923632.690224 + Penalty 3271.280624 = -1920361.409600
  nChanged 14
		SP:Iteration 150Q (189338.230000 sec): 3 clusters
  Score: Raw -1923634.697067 + Penalty 3271.280624 = -1920363.416443
  nChanged 11
		SP:Iteration 151Q (189338.490000 sec): 3 clusters
  Score: Raw -1923636.198330 + Penalty 3271.280624 = -1920364.917706
  nChanged 8
		SP:Iteration 152Q (189338.760000 sec): 3 clusters
  Score: Raw -1923637.233874 + Penalty 3271.280624 = -1920365.953250
  nChanged 4
		SP:Iteration 153Q (189339.030000 sec): 3 clusters
  Score: Raw -1923637.871032 + Penalty 3271.280624 = -1920366.590408
  nChanged 6
		SP:Iteration 154Q (189339.250000 sec): 3 clusters
  Score: Raw -1923638.854332 + Penalty 3271.280624 = -1920367.573708
  nChanged 11
		SP:Iteration 155Q (189339.540000 sec): 3 clusters
  Score: Raw -1923640.354941 + Penalty 3271.280624 = -1920369.074317
  nChanged 6
		SP:Iteration 156Q (189339.770000 sec): 3 clusters
  Score: Raw -1923641.165120 + Penalty 3271.280624 = -1920369.884496
  nChanged 8
		SP:Iteration 157Q (189340.020000 sec): 3 clusters
  Score: Raw -1923642.294512 + Penalty 3271.280624 = -1920371.013888
  nChanged 8
		SP:Iteration 158Q (189340.290000 sec): 3 clusters
  Score: Raw -1923643.333048 + Penalty 3271.280624 = -1920372.052424
  nChanged 3
		SP:Iteration 159Q (189340.560000 sec): 3 clusters
  Score: Raw -1923643.797692 + Penalty 3271.280624 = -1920372.517068
  nChanged 3
		SP:Iteration 160F (189340.840000 sec): 3 clusters
  Score: Raw -1923644.069308 + Penalty 3271.280624 = -1920372.788685
  nChanged 1
		SP:Iteration 161Q (189341.100000 sec): 3 clusters
  Score: Raw -1923644.149105 + Penalty 3271.280624 = -1920372.868481
  nChanged 0
		SP:Iteration 162F (189341.440000 sec): 3 clusters
  Score: Raw -1923644.149105 + Penalty 3271.280624 = -1920372.868481
  nChanged 0
Iteration 379Q (189451.320000 sec): 83 clusters
  Score: Raw -122388859.169582 + Penalty 189290.486852 = -122199568.682730
  nChanged 67
Iteration 380F (189643.950000 sec): 83 clusters
  Score: Raw -122388863.440897 + Penalty 189290.486852 = -122199572.954045
  nChanged 53
Iteration 381Q (189755.580000 sec): 83 clusters
  Score: Raw -122388866.846633 + Penalty 189290.486852 = -122199576.359781
  nChanged 61
Iteration 382Q (189867.060000 sec): 83 clusters
  Score: Raw -122388870.574762 + Penalty 189290.486852 = -122199580.087910
  nChanged 63
Iteration 383Q (189972.140000 sec): 83 clusters
  Score: Raw -122388874.383784 + Penalty 189290.486852 = -122199583.896932
  nChanged 67
Iteration 384Q (190076.130000 sec): 83 clusters
  Score: Raw -122388879.225312 + Penalty 189290.486852 = -122199588.738460
  nChanged 68
Iteration 385Q (190175.140000 sec): 83 clusters
  Score: Raw -122388883.758840 + Penalty 189290.486852 = -122199593.271988
  nChanged 68
Iteration 386Q (190286.350000 sec): 83 clusters
  Score: Raw -122388888.072640 + Penalty 189290.486852 = -122199597.585788
  nChanged 75
Iteration 387Q (190391.980000 sec): 83 clusters
  Score: Raw -122388892.477757 + Penalty 189290.486852 = -122199601.990905
  nChanged 86
Iteration 388Q (190503.760000 sec): 83 clusters
  Score: Raw -122388898.433433 + Penalty 189290.486852 = -122199607.946581
  nChanged 75
Iteration 389Q (190628.760000 sec): 83 clusters
  Score: Raw -122388902.811758 + Penalty 189290.486852 = -122199612.324906
  nChanged 74
Iteration 390Q (190741.070000 sec): 83 clusters
  Score: Raw -122388907.790862 + Penalty 189290.486852 = -122199617.304010
  nChanged 63
Iteration 391Q (190854.910000 sec): 83 clusters
  Score: Raw -122388911.255443 + Penalty 189290.486852 = -122199620.768591
  nChanged 65
Iteration 392Q (190976.450000 sec): 83 clusters
  Score: Raw -122388914.127231 + Penalty 189290.486852 = -122199623.640379
  nChanged 55
Iteration 393Q (191098.780000 sec): 83 clusters
  Score: Raw -122388916.836337 + Penalty 189290.486852 = -122199626.349485
  nChanged 57
Iteration 394Q (191220.140000 sec): 83 clusters
  Score: Raw -122388919.268712 + Penalty 189290.486852 = -122199628.781860
  nChanged 47
Iteration 395Q (191337.490000 sec): 83 clusters
  Score: Raw -122388921.234183 + Penalty 189290.486852 = -122199630.747331
  nChanged 31
Iteration 396Q (191473.260000 sec): 83 clusters
  Score: Raw -122388922.582243 + Penalty 189290.486852 = -122199632.095391
  nChanged 42
Iteration 397Q (191605.400000 sec): 83 clusters
  Score: Raw -122388925.044317 + Penalty 189290.486852 = -122199634.557465
  nChanged 48
Iteration 398Q (191737.420000 sec): 83 clusters
  Score: Raw -122388927.657617 + Penalty 189290.486852 = -122199637.170765
  nChanged 36
Iteration 399Q (191874.160000 sec): 83 clusters
  Score: Raw -122388929.815832 + Penalty 189290.486852 = -122199639.328980
  nChanged 25
Iteration 400F (192087.930000 sec): 83 clusters
  Score: Raw -122388931.392061 + Penalty 189290.486852 = -122199640.905209
  nChanged 21
Iteration 401Q (192212.270000 sec): 83 clusters
  Score: Raw -122388932.788829 + Penalty 189290.486852 = -122199642.301977
  nChanged 29
Iteration 402Q (192328.640000 sec): 83 clusters
  Score: Raw -122388934.550890 + Penalty 189290.486852 = -122199644.064038
  nChanged 29
Iteration 403Q (192436.980000 sec): 83 clusters
  Score: Raw -122388937.116252 + Penalty 189290.486852 = -122199646.629400
  nChanged 40
Iteration 404Q (192538.730000 sec): 83 clusters
  Score: Raw -122388941.172936 + Penalty 189290.486852 = -122199650.686084
  nChanged 52
Iteration 405Q (192646.860000 sec): 83 clusters
  Score: Raw -122388945.605273 + Penalty 189290.486852 = -122199655.118421
  nChanged 50
Iteration 406Q (192752.830000 sec): 83 clusters
  Score: Raw -122388949.622161 + Penalty 189290.486852 = -122199659.135309
  nChanged 51
Iteration 407Q (192865.590000 sec): 83 clusters
  Score: Raw -122388953.622171 + Penalty 189290.486852 = -122199663.135319
  nChanged 66
Iteration 408Q (192976.170000 sec): 83 clusters
  Score: Raw -122388959.017634 + Penalty 189290.486852 = -122199668.530782
  nChanged 76
Iteration 409Q (193083.720000 sec): 83 clusters
  Score: Raw -122388964.469185 + Penalty 189290.486852 = -122199673.982333
  nChanged 71
Iteration 410Q (193187.680000 sec): 83 clusters
  Score: Raw -122388971.056011 + Penalty 189290.486852 = -122199680.569159
  nChanged 78
Iteration 411Q (193301.320000 sec): 83 clusters
  Score: Raw -122388978.344646 + Penalty 189290.486852 = -122199687.857794
  nChanged 79
Iteration 412Q (193414.600000 sec): 83 clusters
  Score: Raw -122388984.612728 + Penalty 189290.486852 = -122199694.125876
  nChanged 73
Iteration 413Q (193518.230000 sec): 83 clusters
  Score: Raw -122388990.288300 + Penalty 189290.486852 = -122199699.801448
  nChanged 68
Iteration 414Q (193627.110000 sec): 83 clusters
  Score: Raw -122388995.527879 + Penalty 189290.486852 = -122199705.041027
  nChanged 63
Iteration 415Q (193732.490000 sec): 83 clusters
  Score: Raw -122388999.898240 + Penalty 189290.486852 = -122199709.411388
  nChanged 67
Iteration 416Q (193828.940000 sec): 83 clusters
  Score: Raw -122389004.024121 + Penalty 189290.486852 = -122199713.537269
  nChanged 42
Iteration 417Q (193937.350000 sec): 83 clusters
  Score: Raw -122389005.856588 + Penalty 189290.486852 = -122199715.369736
  nChanged 42
Iteration 418Q (194046.420000 sec): 83 clusters
  Score: Raw -122389008.110609 + Penalty 189290.486852 = -122199717.623757
  nChanged 41
Writing temp clu file 
Because OldScore, -122199715.369736, is greater than current (better) Score,-122199717.623757 
 Compute initial score before splitting:   Score: Raw -122389008.110609 + Penalty 189290.486852 = -122199717.623757
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 1 (44253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194047.090000 sec): 2 clusters
  Score: Raw -3893726.607392 + Penalty 1738.372747 = -3891988.234644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194047.500000 sec): 3 clusters
  Score: Raw -3865638.981581 + Penalty 3476.745495 = -3862162.236086
  nChanged 20828
		SP:Iteration 1F (194047.950000 sec): 3 clusters
  Score: Raw -3877653.724813 + Penalty 3476.745495 = -3874176.979319
  nChanged 1779
		SP:Iteration 2Q (194048.340000 sec): 3 clusters
  Score: Raw -3878230.067072 + Penalty 3476.745495 = -3874753.321578
  nChanged 1855
		SP:Iteration 3Q (194048.750000 sec): 3 clusters
  Score: Raw -3878903.898150 + Penalty 3476.745495 = -3875427.152656
  nChanged 1938
		SP:Iteration 4Q (194049.160000 sec): 3 clusters
  Score: Raw -3879697.407570 + Penalty 3476.745495 = -3876220.662076
  nChanged 2061
		SP:Iteration 5Q (194049.540000 sec): 3 clusters
  Score: Raw -3880664.594454 + Penalty 3476.745495 = -3877187.848960
  nChanged 2226
		SP:Iteration 6F (194049.930000 sec): 3 clusters
  Score: Raw -3881782.698879 + Penalty 3476.745495 = -3878305.953384
  nChanged 2263
		SP:Iteration 7F (194050.340000 sec): 3 clusters
  Score: Raw -3882985.829140 + Penalty 3476.745495 = -3879509.083645
  nChanged 2265
		SP:Iteration 8F (194050.720000 sec): 3 clusters
  Score: Raw -3884239.692596 + Penalty 3476.745495 = -3880762.947102
  nChanged 2058
		SP:Iteration 9Q (194051.090000 sec): 3 clusters
  Score: Raw -3885375.246747 + Penalty 3476.745495 = -3881898.501253
  nChanged 1800
		SP:Iteration 10Q (194051.460000 sec): 3 clusters
  Score: Raw -3886399.867885 + Penalty 3476.745495 = -3882923.122390
  nChanged 1628
		SP:Iteration 11Q (194051.850000 sec): 3 clusters
  Score: Raw -3887357.258554 + Penalty 3476.745495 = -3883880.513059
  nChanged 1384
		SP:Iteration 12Q (194052.290000 sec): 3 clusters
  Score: Raw -3888106.868629 + Penalty 3476.745495 = -3884630.123134
  nChanged 1151
		SP:Iteration 13Q (194052.670000 sec): 3 clusters
  Score: Raw -3888681.704166 + Penalty 3476.745495 = -3885204.958671
  nChanged 1065
		SP:Iteration 14Q (194053.030000 sec): 3 clusters
  Score: Raw -3889201.057903 + Penalty 3476.745495 = -3885724.312408
  nChanged 970
		SP:Iteration 15Q (194053.420000 sec): 3 clusters
  Score: Raw -3889699.195616 + Penalty 3476.745495 = -3886222.450121
  nChanged 995
		SP:Iteration 16Q (194053.820000 sec): 3 clusters
  Score: Raw -3890221.264002 + Penalty 3476.745495 = -3886744.518508
  nChanged 918
		SP:Iteration 17Q (194054.230000 sec): 3 clusters
  Score: Raw -3890744.370630 + Penalty 3476.745495 = -3887267.625136
  nChanged 899
		SP:Iteration 18Q (194054.590000 sec): 3 clusters
  Score: Raw -3891300.881619 + Penalty 3476.745495 = -3887824.136125
  nChanged 804
		SP:Iteration 19Q (194054.970000 sec): 3 clusters
  Score: Raw -3891803.068184 + Penalty 3476.745495 = -3888326.322689
  nChanged 703
		SP:Iteration 20F (194055.430000 sec): 3 clusters
  Score: Raw -3892279.541043 + Penalty 3476.745495 = -3888802.795548
  nChanged 630
		SP:Iteration 21Q (194055.760000 sec): 3 clusters
  Score: Raw -3892728.981806 + Penalty 3476.745495 = -3889252.236312
  nChanged 506
		SP:Iteration 22Q (194056.100000 sec): 3 clusters
  Score: Raw -3893102.443601 + Penalty 3476.745495 = -3889625.698106
  nChanged 380
		SP:Iteration 23Q (194056.480000 sec): 3 clusters
  Score: Raw -3893371.866467 + Penalty 3476.745495 = -3889895.120973
  nChanged 254
		SP:Iteration 24Q (194056.900000 sec): 3 clusters
  Score: Raw -3893555.794731 + Penalty 3476.745495 = -3890079.049237
  nChanged 157
		SP:Iteration 25Q (194057.240000 sec): 3 clusters
  Score: Raw -3893681.076596 + Penalty 3476.745495 = -3890204.331102
  nChanged 101
		SP:Iteration 26Q (194057.570000 sec): 3 clusters
  Score: Raw -3893759.490521 + Penalty 3476.745495 = -3890282.745026
  nChanged 70
		SP:Iteration 27Q (194057.880000 sec): 3 clusters
  Score: Raw -3893820.686681 + Penalty 3476.745495 = -3890343.941187
  nChanged 53
		SP:Iteration 28Q (194058.300000 sec): 3 clusters
  Score: Raw -3893866.258913 + Penalty 3476.745495 = -3890389.513419
  nChanged 28
		SP:Iteration 29Q (194058.630000 sec): 3 clusters
  Score: Raw -3893884.153114 + Penalty 3476.745495 = -3890407.407619
  nChanged 13
		SP:Iteration 30Q (194058.940000 sec): 3 clusters
  Score: Raw -3893896.335243 + Penalty 3476.745495 = -3890419.589749
  nChanged 12
		SP:Iteration 31Q (194059.270000 sec): 3 clusters
  Score: Raw -3893911.470693 + Penalty 3476.745495 = -3890434.725198
  nChanged 11
		SP:Iteration 32Q (194059.620000 sec): 3 clusters
  Score: Raw -3893922.908072 + Penalty 3476.745495 = -3890446.162577
  nChanged 7
		SP:Iteration 33Q (194060.020000 sec): 3 clusters
  Score: Raw -3893928.509754 + Penalty 3476.745495 = -3890451.764260
  nChanged 3
		SP:Iteration 34Q (194060.380000 sec): 3 clusters
  Score: Raw -3893930.421812 + Penalty 3476.745495 = -3890453.676318
  nChanged 2
		SP:Iteration 35Q (194060.730000 sec): 3 clusters
  Score: Raw -3893932.704101 + Penalty 3476.745495 = -3890455.958606
  nChanged 3
		SP:Iteration 36Q (194061.080000 sec): 3 clusters
  Score: Raw -3893934.986669 + Penalty 3476.745495 = -3890458.241174
  nChanged 3
		SP:Iteration 37Q (194061.440000 sec): 3 clusters
  Score: Raw -3893937.368357 + Penalty 3476.745495 = -3890460.622862
  nChanged 2
		SP:Iteration 38Q (194061.820000 sec): 3 clusters
  Score: Raw -3893938.707281 + Penalty 3476.745495 = -3890461.961787
  nChanged 1
		SP:Iteration 39Q (194062.210000 sec): 3 clusters
  Score: Raw -3893939.576881 + Penalty 3476.745495 = -3890462.831387
  nChanged 2
		SP:Iteration 40F (194062.540000 sec): 3 clusters
  Score: Raw -3893940.823943 + Penalty 3476.745495 = -3890464.078449
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 2 (6682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194062.670000 sec): 2 clusters
  Score: Raw -550559.279583 + Penalty 1431.165551 = -549128.114031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194062.930000 sec): 3 clusters
  Score: Raw -546879.537111 + Penalty 2862.331102 = -544017.206008
  nChanged 2797
		SP:Iteration 1F (194063.170000 sec): 3 clusters
  Score: Raw -548421.752293 + Penalty 2862.331102 = -545559.421190
  nChanged 462
		SP:Iteration 2F (194063.420000 sec): 3 clusters
  Score: Raw -548634.703246 + Penalty 2862.331102 = -545772.372144
  nChanged 346
		SP:Iteration 3F (194063.650000 sec): 3 clusters
  Score: Raw -548776.898567 + Penalty 2862.331102 = -545914.567464
  nChanged 278
		SP:Iteration 4Q (194063.820000 sec): 3 clusters
  Score: Raw -548889.063698 + Penalty 2862.331102 = -546026.732596
  nChanged 215
		SP:Iteration 5Q (194064.060000 sec): 3 clusters
  Score: Raw -548988.035827 + Penalty 2862.331102 = -546125.704724
  nChanged 208
		SP:Iteration 6Q (194064.230000 sec): 3 clusters
  Score: Raw -549091.451409 + Penalty 2862.331102 = -546229.120306
  nChanged 235
		SP:Iteration 7Q (194064.390000 sec): 3 clusters
  Score: Raw -549187.676274 + Penalty 2862.331102 = -546325.345171
  nChanged 186
		SP:Iteration 8Q (194064.660000 sec): 3 clusters
  Score: Raw -549273.642121 + Penalty 2862.331102 = -546411.311019
  nChanged 186
		SP:Iteration 9Q (194064.910000 sec): 3 clusters
  Score: Raw -549370.373512 + Penalty 2862.331102 = -546508.042409
  nChanged 186
		SP:Iteration 10Q (194065.170000 sec): 3 clusters
  Score: Raw -549471.603607 + Penalty 2862.331102 = -546609.272504
  nChanged 170
		SP:Iteration 11Q (194065.400000 sec): 3 clusters
  Score: Raw -549570.201478 + Penalty 2862.331102 = -546707.870375
  nChanged 191
		SP:Iteration 12Q (194065.620000 sec): 3 clusters
  Score: Raw -549681.203390 + Penalty 2862.331102 = -546818.872287
  nChanged 190
		SP:Iteration 13Q (194065.820000 sec): 3 clusters
  Score: Raw -549794.020365 + Penalty 2862.331102 = -546931.689263
  nChanged 189
		SP:Iteration 14Q (194066.060000 sec): 3 clusters
  Score: Raw -549909.663111 + Penalty 2862.331102 = -547047.332009
  nChanged 194
		SP:Iteration 15Q (194066.250000 sec): 3 clusters
  Score: Raw -550057.042344 + Penalty 2862.331102 = -547194.711242
  nChanged 188
		SP:Iteration 16Q (194066.450000 sec): 3 clusters
  Score: Raw -550196.315166 + Penalty 2862.331102 = -547333.984064
  nChanged 165
		SP:Iteration 17Q (194066.700000 sec): 3 clusters
  Score: Raw -550323.646712 + Penalty 2862.331102 = -547461.315609
  nChanged 153
		SP:Iteration 18Q (194066.920000 sec): 3 clusters
  Score: Raw -550461.795861 + Penalty 2862.331102 = -547599.464758
  nChanged 123
		SP:Iteration 19Q (194067.130000 sec): 3 clusters
  Score: Raw -550564.834055 + Penalty 2862.331102 = -547702.502952
  nChanged 91
		SP:Iteration 20F (194067.330000 sec): 3 clusters
  Score: Raw -550642.257067 + Penalty 2862.331102 = -547779.925965
  nChanged 82
		SP:Iteration 21Q (194067.530000 sec): 3 clusters
  Score: Raw -550729.225914 + Penalty 2862.331102 = -547866.894812
  nChanged 69
		SP:Iteration 22Q (194067.740000 sec): 3 clusters
  Score: Raw -550799.405115 + Penalty 2862.331102 = -547937.074012
  nChanged 53
		SP:Iteration 23Q (194067.940000 sec): 3 clusters
  Score: Raw -550863.909026 + Penalty 2862.331102 = -548001.577923
  nChanged 47
		SP:Iteration 24Q (194068.140000 sec): 3 clusters
  Score: Raw -550906.445498 + Penalty 2862.331102 = -548044.114396
  nChanged 36
		SP:Iteration 25Q (194068.380000 sec): 3 clusters
  Score: Raw -550943.183826 + Penalty 2862.331102 = -548080.852724
  nChanged 33
		SP:Iteration 26Q (194068.580000 sec): 3 clusters
  Score: Raw -550977.982662 + Penalty 2862.331102 = -548115.651559
  nChanged 36
		SP:Iteration 27Q (194068.800000 sec): 3 clusters
  Score: Raw -551015.943789 + Penalty 2862.331102 = -548153.612686
  nChanged 33
		SP:Iteration 28Q (194069.010000 sec): 3 clusters
  Score: Raw -551042.931156 + Penalty 2862.331102 = -548180.600054
  nChanged 20
		SP:Iteration 29Q (194069.220000 sec): 3 clusters
  Score: Raw -551057.056916 + Penalty 2862.331102 = -548194.725813
  nChanged 16
		SP:Iteration 30Q (194069.420000 sec): 3 clusters
  Score: Raw -551069.487394 + Penalty 2862.331102 = -548207.156292
  nChanged 10
		SP:Iteration 31Q (194069.620000 sec): 3 clusters
  Score: Raw -551077.372354 + Penalty 2862.331102 = -548215.041252
  nChanged 9
		SP:Iteration 32Q (194069.840000 sec): 3 clusters
  Score: Raw -551082.599835 + Penalty 2862.331102 = -548220.268732
  nChanged 11
		SP:Iteration 33Q (194070.060000 sec): 3 clusters
  Score: Raw -551088.117716 + Penalty 2862.331102 = -548225.786614
  nChanged 6
		SP:Iteration 34Q (194070.290000 sec): 3 clusters
  Score: Raw -551091.603990 + Penalty 2862.331102 = -548229.272887
  nChanged 6
		SP:Iteration 35Q (194070.470000 sec): 3 clusters
  Score: Raw -551095.433873 + Penalty 2862.331102 = -548233.102770
  nChanged 8
		SP:Iteration 36Q (194070.720000 sec): 3 clusters
  Score: Raw -551101.278251 + Penalty 2862.331102 = -548238.947149
  nChanged 5
		SP:Iteration 37Q (194070.910000 sec): 3 clusters
  Score: Raw -551104.552053 + Penalty 2862.331102 = -548242.220950
  nChanged 7
		SP:Iteration 38Q (194071.090000 sec): 3 clusters
  Score: Raw -551108.129287 + Penalty 2862.331102 = -548245.798184
  nChanged 5
		SP:Iteration 39Q (194071.320000 sec): 3 clusters
  Score: Raw -551111.486794 + Penalty 2862.331102 = -548249.155691
  nChanged 8
		SP:Iteration 40F (194071.540000 sec): 3 clusters
  Score: Raw -551118.279053 + Penalty 2862.331102 = -548255.947951
  nChanged 7
		SP:Iteration 41Q (194071.720000 sec): 3 clusters
  Score: Raw -551123.872076 + Penalty 2862.331102 = -548261.540974
  nChanged 5
		SP:Iteration 42Q (194071.900000 sec): 3 clusters
  Score: Raw -551127.368298 + Penalty 2862.331102 = -548265.037196
  nChanged 5
		SP:Iteration 43Q (194072.120000 sec): 3 clusters
  Score: Raw -551130.264158 + Penalty 2862.331102 = -548267.933055
  nChanged 4
		SP:Iteration 44Q (194072.360000 sec): 3 clusters
  Score: Raw -551132.080773 + Penalty 2862.331102 = -548269.749671
  nChanged 2
		SP:Iteration 45Q (194072.600000 sec): 3 clusters
  Score: Raw -551133.282576 + Penalty 2862.331102 = -548270.951473
  nChanged 2
		SP:Iteration 46Q (194072.800000 sec): 3 clusters
  Score: Raw -551134.677095 + Penalty 2862.331102 = -548272.345992
  nChanged 4
		SP:Iteration 47Q (194073.100000 sec): 3 clusters
  Score: Raw -551135.982864 + Penalty 2862.331102 = -548273.651762
  nChanged 3
		SP:Iteration 48Q (194073.290000 sec): 3 clusters
  Score: Raw -551136.888789 + Penalty 2862.331102 = -548274.557687
  nChanged 1
		SP:Iteration 49Q (194073.540000 sec): 3 clusters
  Score: Raw -551137.410899 + Penalty 2862.331102 = -548275.079797
  nChanged 0
		SP:Iteration 50F (194073.750000 sec): 3 clusters
  Score: Raw -551137.410899 + Penalty 2862.331102 = -548275.079797
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 3 (4010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194073.860000 sec): 2 clusters
  Score: Raw -339219.275133 + Penalty 1348.188810 = -337871.086324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194074.050000 sec): 3 clusters
  Score: Raw -337214.396058 + Penalty 2696.377619 = -334518.018439
  nChanged 1582
		SP:Iteration 1F (194074.240000 sec): 3 clusters
  Score: Raw -338183.342397 + Penalty 2696.377619 = -335486.964778
  nChanged 315
		SP:Iteration 2F (194074.480000 sec): 3 clusters
  Score: Raw -338425.505941 + Penalty 2696.377619 = -335729.128322
  nChanged 256
		SP:Iteration 3F (194074.660000 sec): 3 clusters
  Score: Raw -338641.142357 + Penalty 2696.377619 = -335944.764738
  nChanged 236
		SP:Iteration 4F (194074.840000 sec): 3 clusters
  Score: Raw -338834.394318 + Penalty 2696.377619 = -336138.016699
  nChanged 182
		SP:Iteration 5Q (194075.060000 sec): 3 clusters
  Score: Raw -338951.465215 + Penalty 2696.377619 = -336255.087595
  nChanged 159
		SP:Iteration 6Q (194075.240000 sec): 3 clusters
  Score: Raw -339051.495805 + Penalty 2696.377619 = -336355.118186
  nChanged 122
		SP:Iteration 7Q (194075.470000 sec): 3 clusters
  Score: Raw -339125.961923 + Penalty 2696.377619 = -336429.584304
  nChanged 118
		SP:Iteration 8Q (194075.690000 sec): 3 clusters
  Score: Raw -339190.584364 + Penalty 2696.377619 = -336494.206745
  nChanged 91
		SP:Iteration 9Q (194075.920000 sec): 3 clusters
  Score: Raw -339238.900857 + Penalty 2696.377619 = -336542.523238
  nChanged 80
		SP:Iteration 10Q (194076.080000 sec): 3 clusters
  Score: Raw -339283.052901 + Penalty 2696.377619 = -336586.675282
  nChanged 80
		SP:Iteration 11Q (194076.280000 sec): 3 clusters
  Score: Raw -339320.147043 + Penalty 2696.377619 = -336623.769424
  nChanged 72
		SP:Iteration 12Q (194076.450000 sec): 3 clusters
  Score: Raw -339354.140853 + Penalty 2696.377619 = -336657.763234
  nChanged 72
		SP:Iteration 13Q (194076.660000 sec): 3 clusters
  Score: Raw -339391.034301 + Penalty 2696.377619 = -336694.656682
  nChanged 72
		SP:Iteration 14Q (194076.850000 sec): 3 clusters
  Score: Raw -339440.108143 + Penalty 2696.377619 = -336743.730524
  nChanged 75
		SP:Iteration 15Q (194077.070000 sec): 3 clusters
  Score: Raw -339499.225221 + Penalty 2696.377619 = -336802.847602
  nChanged 83
		SP:Iteration 16Q (194077.320000 sec): 3 clusters
  Score: Raw -339582.119203 + Penalty 2696.377619 = -336885.741584
  nChanged 92
		SP:Iteration 17Q (194077.480000 sec): 3 clusters
  Score: Raw -339684.285678 + Penalty 2696.377619 = -336987.908059
  nChanged 88
		SP:Iteration 18Q (194077.670000 sec): 3 clusters
  Score: Raw -339769.516947 + Penalty 2696.377619 = -337073.139328
  nChanged 71
		SP:Iteration 19Q (194077.870000 sec): 3 clusters
  Score: Raw -339845.661607 + Penalty 2696.377619 = -337149.283987
  nChanged 61
		SP:Iteration 20F (194078.050000 sec): 3 clusters
  Score: Raw -339894.529328 + Penalty 2696.377619 = -337198.151709
  nChanged 47
		SP:Iteration 21Q (194078.270000 sec): 3 clusters
  Score: Raw -339931.051713 + Penalty 2696.377619 = -337234.674094
  nChanged 31
		SP:Iteration 22Q (194078.480000 sec): 3 clusters
  Score: Raw -339947.425927 + Penalty 2696.377619 = -337251.048308
  nChanged 26
		SP:Iteration 23Q (194078.710000 sec): 3 clusters
  Score: Raw -339961.982778 + Penalty 2696.377619 = -337265.605158
  nChanged 20
		SP:Iteration 24Q (194078.920000 sec): 3 clusters
  Score: Raw -339971.801194 + Penalty 2696.377619 = -337275.423575
  nChanged 10
		SP:Iteration 25Q (194079.130000 sec): 3 clusters
  Score: Raw -339975.064233 + Penalty 2696.377619 = -337278.686614
  nChanged 6
		SP:Iteration 26Q (194079.290000 sec): 3 clusters
  Score: Raw -339976.597717 + Penalty 2696.377619 = -337280.220098
  nChanged 3
		SP:Iteration 27Q (194079.490000 sec): 3 clusters
  Score: Raw -339977.820549 + Penalty 2696.377619 = -337281.442929
  nChanged 1
		SP:Iteration 28Q (194079.680000 sec): 3 clusters
  Score: Raw -339977.953667 + Penalty 2696.377619 = -337281.576048
  nChanged 0
		SP:Iteration 29F (194079.890000 sec): 3 clusters
  Score: Raw -339977.953667 + Penalty 2696.377619 = -337281.576048
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 4 (16597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194080.070000 sec): 2 clusters
  Score: Raw -1588599.274635 + Penalty 1579.008801 = -1587020.265835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194080.390000 sec): 3 clusters
  Score: Raw -1578698.715061 + Penalty 3158.017601 = -1575540.697460
  nChanged 7405
		SP:Iteration 1F (194080.680000 sec): 3 clusters
  Score: Raw -1582592.212640 + Penalty 3158.017601 = -1579434.195038
  nChanged 728
		SP:Iteration 2Q (194080.960000 sec): 3 clusters
  Score: Raw -1582829.410703 + Penalty 3158.017601 = -1579671.393101
  nChanged 698
		SP:Iteration 3Q (194081.280000 sec): 3 clusters
  Score: Raw -1583080.317286 + Penalty 3158.017601 = -1579922.299685
  nChanged 674
		SP:Iteration 4Q (194081.560000 sec): 3 clusters
  Score: Raw -1583348.552413 + Penalty 3158.017601 = -1580190.534812
  nChanged 719
		SP:Iteration 5Q (194081.870000 sec): 3 clusters
  Score: Raw -1583696.766026 + Penalty 3158.017601 = -1580538.748425
  nChanged 845
		SP:Iteration 6F (194082.130000 sec): 3 clusters
  Score: Raw -1584186.472538 + Penalty 3158.017601 = -1581028.454937
  nChanged 1002
		SP:Iteration 7F (194082.390000 sec): 3 clusters
  Score: Raw -1584875.950747 + Penalty 3158.017601 = -1581717.933146
  nChanged 1151
		SP:Iteration 8F (194082.650000 sec): 3 clusters
  Score: Raw -1585794.849682 + Penalty 3158.017601 = -1582636.832081
  nChanged 1127
		SP:Iteration 9F (194082.890000 sec): 3 clusters
  Score: Raw -1586823.672765 + Penalty 3158.017601 = -1583665.655163
  nChanged 916
		SP:Iteration 10F (194083.150000 sec): 3 clusters
  Score: Raw -1587705.142763 + Penalty 3158.017601 = -1584547.125162
  nChanged 544
		SP:Iteration 11Q (194083.430000 sec): 3 clusters
  Score: Raw -1588244.843441 + Penalty 3158.017601 = -1585086.825840
  nChanged 260
		SP:Iteration 12Q (194083.710000 sec): 3 clusters
  Score: Raw -1588517.675891 + Penalty 3158.017601 = -1585359.658289
  nChanged 106
		SP:Iteration 13Q (194083.920000 sec): 3 clusters
  Score: Raw -1588646.610766 + Penalty 3158.017601 = -1585488.593164
  nChanged 48
		SP:Iteration 14Q (194084.190000 sec): 3 clusters
  Score: Raw -1588703.114523 + Penalty 3158.017601 = -1585545.096922
  nChanged 24
		SP:Iteration 15Q (194084.460000 sec): 3 clusters
  Score: Raw -1588737.976889 + Penalty 3158.017601 = -1585579.959288
  nChanged 10
		SP:Iteration 16Q (194084.750000 sec): 3 clusters
  Score: Raw -1588749.934251 + Penalty 3158.017601 = -1585591.916649
  nChanged 7
		SP:Iteration 17Q (194084.920000 sec): 3 clusters
  Score: Raw -1588762.067101 + Penalty 3158.017601 = -1585604.049500
  nChanged 6
		SP:Iteration 18Q (194085.190000 sec): 3 clusters
  Score: Raw -1588771.712453 + Penalty 3158.017601 = -1585613.694852
  nChanged 4
		SP:Iteration 19Q (194085.400000 sec): 3 clusters
  Score: Raw -1588779.374318 + Penalty 3158.017601 = -1585621.356717
  nChanged 5
		SP:Iteration 20F (194085.660000 sec): 3 clusters
  Score: Raw -1588785.114076 + Penalty 3158.017601 = -1585627.096475
  nChanged 5
		SP:Iteration 21Q (194085.970000 sec): 3 clusters
  Score: Raw -1588792.229116 + Penalty 3158.017601 = -1585634.211514
  nChanged 2
		SP:Iteration 22Q (194086.190000 sec): 3 clusters
  Score: Raw -1588794.146708 + Penalty 3158.017601 = -1585636.129107
  nChanged 0
		SP:Iteration 23F (194086.500000 sec): 3 clusters
  Score: Raw -1588794.146708 + Penalty 3158.017601 = -1585636.129107
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 5 (162264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194087.340000 sec): 2 clusters
  Score: Raw -13899329.195733 + Penalty 1949.509237 = -13897379.686496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194088.220000 sec): 3 clusters
  Score: Raw -13792654.275616 + Penalty 3899.018473 = -13788755.257143
  nChanged 78100
		SP:Iteration 1F (194089.000000 sec): 3 clusters
  Score: Raw -13839617.153247 + Penalty 3899.018473 = -13835718.134774
  nChanged 5943
		SP:Iteration 2Q (194089.880000 sec): 3 clusters
  Score: Raw -13841681.296340 + Penalty 3899.018473 = -13837782.277867
  nChanged 7065
		SP:Iteration 3Q (194090.860000 sec): 3 clusters
  Score: Raw -13844898.520255 + Penalty 3899.018473 = -13840999.501782
  nChanged 8646
		SP:Iteration 4F (194091.740000 sec): 3 clusters
  Score: Raw -13849965.334115 + Penalty 3899.018473 = -13846066.315642
  nChanged 10188
		SP:Iteration 5F (194092.580000 sec): 3 clusters
  Score: Raw -13857280.431467 + Penalty 3899.018473 = -13853381.412994
  nChanged 11100
		SP:Iteration 6F (194093.420000 sec): 3 clusters
  Score: Raw -13866274.831006 + Penalty 3899.018473 = -13862375.812532
  nChanged 10494
		SP:Iteration 7F (194094.240000 sec): 3 clusters
  Score: Raw -13874965.120093 + Penalty 3899.018473 = -13871066.101620
  nChanged 8532
		SP:Iteration 8F (194095.090000 sec): 3 clusters
  Score: Raw -13881716.269982 + Penalty 3899.018473 = -13877817.251509
  nChanged 6610
		SP:Iteration 9Q (194096.050000 sec): 3 clusters
  Score: Raw -13886554.741427 + Penalty 3899.018473 = -13882655.722954
  nChanged 5118
		SP:Iteration 10Q (194096.960000 sec): 3 clusters
  Score: Raw -13890135.878381 + Penalty 3899.018473 = -13886236.859908
  nChanged 4013
		SP:Iteration 11Q (194097.810000 sec): 3 clusters
  Score: Raw -13892939.523547 + Penalty 3899.018473 = -13889040.505074
  nChanged 3196
		SP:Iteration 12Q (194098.640000 sec): 3 clusters
  Score: Raw -13895171.309493 + Penalty 3899.018473 = -13891272.291020
  nChanged 2351
		SP:Iteration 13Q (194099.400000 sec): 3 clusters
  Score: Raw -13896780.138257 + Penalty 3899.018473 = -13892881.119784
  nChanged 1642
		SP:Iteration 14Q (194100.160000 sec): 3 clusters
  Score: Raw -13897869.339713 + Penalty 3899.018473 = -13893970.321239
  nChanged 1051
		SP:Iteration 15Q (194100.910000 sec): 3 clusters
  Score: Raw -13898529.995871 + Penalty 3899.018473 = -13894630.977398
  nChanged 640
		SP:Iteration 16Q (194101.650000 sec): 3 clusters
  Score: Raw -13898929.301372 + Penalty 3899.018473 = -13895030.282899
  nChanged 405
		SP:Iteration 17Q (194102.380000 sec): 3 clusters
  Score: Raw -13899183.666831 + Penalty 3899.018473 = -13895284.648358
  nChanged 238
		SP:Iteration 18Q (194103.170000 sec): 3 clusters
  Score: Raw -13899339.547671 + Penalty 3899.018473 = -13895440.529197
  nChanged 139
		SP:Iteration 19Q (194103.960000 sec): 3 clusters
  Score: Raw -13899420.898910 + Penalty 3899.018473 = -13895521.880436
  nChanged 69
		SP:Iteration 20F (194104.810000 sec): 3 clusters
  Score: Raw -13899459.337864 + Penalty 3899.018473 = -13895560.319390
  nChanged 49
		SP:Iteration 21Q (194105.520000 sec): 3 clusters
  Score: Raw -13899484.459394 + Penalty 3899.018473 = -13895585.440921
  nChanged 44
		SP:Iteration 22Q (194106.230000 sec): 3 clusters
  Score: Raw -13899512.038966 + Penalty 3899.018473 = -13895613.020493
  nChanged 34
		SP:Iteration 23Q (194107.020000 sec): 3 clusters
  Score: Raw -13899535.502415 + Penalty 3899.018473 = -13895636.483942
  nChanged 25
		SP:Iteration 24Q (194107.760000 sec): 3 clusters
  Score: Raw -13899547.524301 + Penalty 3899.018473 = -13895648.505828
  nChanged 20
		SP:Iteration 25Q (194108.540000 sec): 3 clusters
  Score: Raw -13899559.757095 + Penalty 3899.018473 = -13895660.738622
  nChanged 20
		SP:Iteration 26Q (194109.240000 sec): 3 clusters
  Score: Raw -13899574.384158 + Penalty 3899.018473 = -13895675.365685
  nChanged 17
		SP:Iteration 27Q (194110.000000 sec): 3 clusters
  Score: Raw -13899583.903224 + Penalty 3899.018473 = -13895684.884751
  nChanged 14
		SP:Iteration 28Q (194110.770000 sec): 3 clusters
  Score: Raw -13899592.487850 + Penalty 3899.018473 = -13895693.469376
  nChanged 4
		SP:Iteration 29Q (194111.590000 sec): 3 clusters
  Score: Raw -13899593.708493 + Penalty 3899.018473 = -13895694.690020
  nChanged 2
		SP:Iteration 30Q (194112.320000 sec): 3 clusters
  Score: Raw -13899595.380207 + Penalty 3899.018473 = -13895696.361734
  nChanged 4
		SP:Iteration 31Q (194113.070000 sec): 3 clusters
  Score: Raw -13899598.512368 + Penalty 3899.018473 = -13895699.493895
  nChanged 4
		SP:Iteration 32Q (194113.810000 sec): 3 clusters
  Score: Raw -13899600.866951 + Penalty 3899.018473 = -13895701.848478
  nChanged 3
		SP:Iteration 33Q (194114.590000 sec): 3 clusters
  Score: Raw -13899602.517847 + Penalty 3899.018473 = -13895703.499374
  nChanged 2
		SP:Iteration 34Q (194115.350000 sec): 3 clusters
  Score: Raw -13899603.095641 + Penalty 3899.018473 = -13895704.077168
  nChanged 2
		SP:Iteration 35Q (194116.080000 sec): 3 clusters
  Score: Raw -13899604.186916 + Penalty 3899.018473 = -13895705.168443
  nChanged 3
		SP:Iteration 36Q (194116.900000 sec): 3 clusters
  Score: Raw -13899606.642303 + Penalty 3899.018473 = -13895707.623830
  nChanged 8
		SP:Iteration 37Q (194117.680000 sec): 3 clusters
  Score: Raw -13899612.117364 + Penalty 3899.018473 = -13895713.098891
  nChanged 8
		SP:Iteration 38Q (194118.440000 sec): 3 clusters
  Score: Raw -13899617.599150 + Penalty 3899.018473 = -13895718.580677
  nChanged 3
		SP:Iteration 39Q (194119.150000 sec): 3 clusters
  Score: Raw -13899619.426572 + Penalty 3899.018473 = -13895720.408099
  nChanged 1
		SP:Iteration 40F (194119.970000 sec): 3 clusters
  Score: Raw -13899620.075907 + Penalty 3899.018473 = -13895721.057434
  nChanged 1
		SP:Iteration 41Q (194120.720000 sec): 3 clusters
  Score: Raw -13899620.601124 + Penalty 3899.018473 = -13895721.582651
  nChanged 0
		SP:Iteration 42F (194121.560000 sec): 3 clusters
  Score: Raw -13899620.601124 + Penalty 3899.018473 = -13895721.582651
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 6 (4260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194121.750000 sec): 2 clusters
  Score: Raw -360563.129411 + Penalty 1358.016471 = -359205.112939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194121.930000 sec): 3 clusters
  Score: Raw -358416.220040 + Penalty 2716.032943 = -355700.187097
  nChanged 1688
		SP:Iteration 1F (194122.090000 sec): 3 clusters
  Score: Raw -359358.104037 + Penalty 2716.032943 = -356642.071094
  nChanged 317
		SP:Iteration 2F (194122.290000 sec): 3 clusters
  Score: Raw -359535.368971 + Penalty 2716.032943 = -356819.336028
  nChanged 234
		SP:Iteration 3F (194122.470000 sec): 3 clusters
  Score: Raw -359678.474223 + Penalty 2716.032943 = -356962.441280
  nChanged 200
		SP:Iteration 4Q (194122.680000 sec): 3 clusters
  Score: Raw -359801.121055 + Penalty 2716.032943 = -357085.088112
  nChanged 187
		SP:Iteration 5Q (194122.950000 sec): 3 clusters
  Score: Raw -359905.243731 + Penalty 2716.032943 = -357189.210789
  nChanged 159
		SP:Iteration 6Q (194123.180000 sec): 3 clusters
  Score: Raw -359995.641842 + Penalty 2716.032943 = -357279.608900
  nChanged 157
		SP:Iteration 7Q (194123.360000 sec): 3 clusters
  Score: Raw -360088.294627 + Penalty 2716.032943 = -357372.261684
  nChanged 160
		SP:Iteration 8Q (194123.550000 sec): 3 clusters
  Score: Raw -360172.230346 + Penalty 2716.032943 = -357456.197403
  nChanged 133
		SP:Iteration 9Q (194123.760000 sec): 3 clusters
  Score: Raw -360265.357439 + Penalty 2716.032943 = -357549.324496
  nChanged 142
		SP:Iteration 10Q (194123.980000 sec): 3 clusters
  Score: Raw -360365.677166 + Penalty 2716.032943 = -357649.644223
  nChanged 132
		SP:Iteration 11Q (194124.230000 sec): 3 clusters
  Score: Raw -360449.396092 + Penalty 2716.032943 = -357733.363149
  nChanged 108
		SP:Iteration 12Q (194124.420000 sec): 3 clusters
  Score: Raw -360523.165910 + Penalty 2716.032943 = -357807.132968
  nChanged 91
		SP:Iteration 13Q (194124.610000 sec): 3 clusters
  Score: Raw -360585.431701 + Penalty 2716.032943 = -357869.398759
  nChanged 75
		SP:Iteration 14Q (194124.800000 sec): 3 clusters
  Score: Raw -360635.028414 + Penalty 2716.032943 = -357918.995471
  nChanged 46
		SP:Iteration 15Q (194125.040000 sec): 3 clusters
  Score: Raw -360661.547535 + Penalty 2716.032943 = -357945.514592
  nChanged 43
		SP:Iteration 16Q (194125.240000 sec): 3 clusters
  Score: Raw -360684.814951 + Penalty 2716.032943 = -357968.782008
  nChanged 30
		SP:Iteration 17Q (194125.440000 sec): 3 clusters
  Score: Raw -360700.646262 + Penalty 2716.032943 = -357984.613319
  nChanged 28
		SP:Iteration 18Q (194125.640000 sec): 3 clusters
  Score: Raw -360716.103949 + Penalty 2716.032943 = -358000.071006
  nChanged 26
		SP:Iteration 19Q (194125.830000 sec): 3 clusters
  Score: Raw -360732.294617 + Penalty 2716.032943 = -358016.261674
  nChanged 19
		SP:Iteration 20F (194126.020000 sec): 3 clusters
  Score: Raw -360743.469438 + Penalty 2716.032943 = -358027.436495
  nChanged 13
		SP:Iteration 21Q (194126.250000 sec): 3 clusters
  Score: Raw -360750.840444 + Penalty 2716.032943 = -358034.807501
  nChanged 10
		SP:Iteration 22Q (194126.450000 sec): 3 clusters
  Score: Raw -360755.655654 + Penalty 2716.032943 = -358039.622712
  nChanged 9
		SP:Iteration 23Q (194126.650000 sec): 3 clusters
  Score: Raw -360760.085826 + Penalty 2716.032943 = -358044.052883
  nChanged 8
		SP:Iteration 24Q (194126.830000 sec): 3 clusters
  Score: Raw -360765.237648 + Penalty 2716.032943 = -358049.204705
  nChanged 8
		SP:Iteration 25Q (194127.030000 sec): 3 clusters
  Score: Raw -360770.074996 + Penalty 2716.032943 = -358054.042053
  nChanged 4
		SP:Iteration 26Q (194127.210000 sec): 3 clusters
  Score: Raw -360773.551391 + Penalty 2716.032943 = -358057.518448
  nChanged 5
		SP:Iteration 27Q (194127.440000 sec): 3 clusters
  Score: Raw -360776.301866 + Penalty 2716.032943 = -358060.268924
  nChanged 2
		SP:Iteration 28Q (194127.670000 sec): 3 clusters
  Score: Raw -360777.103972 + Penalty 2716.032943 = -358061.071029
  nChanged 1
		SP:Iteration 29Q (194127.860000 sec): 3 clusters
  Score: Raw -360777.356720 + Penalty 2716.032943 = -358061.323777
  nChanged 1
		SP:Iteration 30Q (194128.020000 sec): 3 clusters
  Score: Raw -360777.798732 + Penalty 2716.032943 = -358061.765789
  nChanged 0
		SP:Iteration 31F (194128.220000 sec): 3 clusters
  Score: Raw -360777.798732 + Penalty 2716.032943 = -358061.765789
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 7 (7131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194128.340000 sec): 2 clusters
  Score: Raw -567160.035892 + Penalty 1441.733598 = -565718.302294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194128.560000 sec): 3 clusters
  Score: Raw -563280.179668 + Penalty 2883.467196 = -560396.712473
  nChanged 2941
		SP:Iteration 1F (194128.820000 sec): 3 clusters
  Score: Raw -565050.788587 + Penalty 2883.467196 = -562167.321391
  nChanged 532
		SP:Iteration 2F (194129.000000 sec): 3 clusters
  Score: Raw -565403.621885 + Penalty 2883.467196 = -562520.154689
  nChanged 482
		SP:Iteration 3F (194129.210000 sec): 3 clusters
  Score: Raw -565695.875289 + Penalty 2883.467196 = -562812.408093
  nChanged 391
		SP:Iteration 4F (194129.420000 sec): 3 clusters
  Score: Raw -565933.041073 + Penalty 2883.467196 = -563049.573878
  nChanged 333
		SP:Iteration 5Q (194129.630000 sec): 3 clusters
  Score: Raw -566181.631963 + Penalty 2883.467196 = -563298.164767
  nChanged 350
		SP:Iteration 6Q (194129.890000 sec): 3 clusters
  Score: Raw -566409.596377 + Penalty 2883.467196 = -563526.129181
  nChanged 325
		SP:Iteration 7Q (194130.120000 sec): 3 clusters
  Score: Raw -566642.016039 + Penalty 2883.467196 = -563758.548844
  nChanged 336
		SP:Iteration 8Q (194130.310000 sec): 3 clusters
  Score: Raw -566918.062577 + Penalty 2883.467196 = -564034.595381
  nChanged 339
		SP:Iteration 9Q (194130.550000 sec): 3 clusters
  Score: Raw -567202.614950 + Penalty 2883.467196 = -564319.147754
  nChanged 304
		SP:Iteration 10Q (194130.780000 sec): 3 clusters
  Score: Raw -567428.714641 + Penalty 2883.467196 = -564545.247445
  nChanged 244
		SP:Iteration 11Q (194131.020000 sec): 3 clusters
  Score: Raw -567605.575627 + Penalty 2883.467196 = -564722.108431
  nChanged 213
		SP:Iteration 12Q (194131.210000 sec): 3 clusters
  Score: Raw -567731.002239 + Penalty 2883.467196 = -564847.535043
  nChanged 161
		SP:Iteration 13Q (194131.430000 sec): 3 clusters
  Score: Raw -567823.155930 + Penalty 2883.467196 = -564939.688734
  nChanged 123
		SP:Iteration 14Q (194131.720000 sec): 3 clusters
  Score: Raw -567878.053181 + Penalty 2883.467196 = -564994.585986
  nChanged 104
		SP:Iteration 15Q (194131.890000 sec): 3 clusters
  Score: Raw -567920.640602 + Penalty 2883.467196 = -565037.173407
  nChanged 88
		SP:Iteration 16Q (194132.110000 sec): 3 clusters
  Score: Raw -567956.115351 + Penalty 2883.467196 = -565072.648156
  nChanged 79
		SP:Iteration 17Q (194132.310000 sec): 3 clusters
  Score: Raw -567989.962322 + Penalty 2883.467196 = -565106.495126
  nChanged 77
		SP:Iteration 18Q (194132.530000 sec): 3 clusters
  Score: Raw -568023.838722 + Penalty 2883.467196 = -565140.371526
  nChanged 74
		SP:Iteration 19Q (194132.730000 sec): 3 clusters
  Score: Raw -568047.417923 + Penalty 2883.467196 = -565163.950727
  nChanged 45
		SP:Iteration 20F (194132.940000 sec): 3 clusters
  Score: Raw -568063.762761 + Penalty 2883.467196 = -565180.295566
  nChanged 41
		SP:Iteration 21Q (194133.190000 sec): 3 clusters
  Score: Raw -568075.751639 + Penalty 2883.467196 = -565192.284443
  nChanged 54
		SP:Iteration 22Q (194133.410000 sec): 3 clusters
  Score: Raw -568092.640537 + Penalty 2883.467196 = -565209.173341
  nChanged 46
		SP:Iteration 23Q (194133.660000 sec): 3 clusters
  Score: Raw -568110.834512 + Penalty 2883.467196 = -565227.367316
  nChanged 49
		SP:Iteration 24Q (194133.840000 sec): 3 clusters
  Score: Raw -568130.610181 + Penalty 2883.467196 = -565247.142985
  nChanged 55
		SP:Iteration 25Q (194134.030000 sec): 3 clusters
  Score: Raw -568156.098501 + Penalty 2883.467196 = -565272.631306
  nChanged 54
		SP:Iteration 26Q (194134.290000 sec): 3 clusters
  Score: Raw -568180.616265 + Penalty 2883.467196 = -565297.149070
  nChanged 55
		SP:Iteration 27Q (194134.530000 sec): 3 clusters
  Score: Raw -568201.663688 + Penalty 2883.467196 = -565318.196493
  nChanged 55
		SP:Iteration 28Q (194134.700000 sec): 3 clusters
  Score: Raw -568220.183167 + Penalty 2883.467196 = -565336.715971
  nChanged 35
		SP:Iteration 29Q (194134.940000 sec): 3 clusters
  Score: Raw -568229.265823 + Penalty 2883.467196 = -565345.798627
  nChanged 30
		SP:Iteration 30Q (194135.140000 sec): 3 clusters
  Score: Raw -568236.323336 + Penalty 2883.467196 = -565352.856140
  nChanged 19
		SP:Iteration 31Q (194135.360000 sec): 3 clusters
  Score: Raw -568239.076610 + Penalty 2883.467196 = -565355.609414
  nChanged 13
		SP:Iteration 32Q (194135.600000 sec): 3 clusters
  Score: Raw -568241.748852 + Penalty 2883.467196 = -565358.281657
  nChanged 17
		SP:Iteration 33Q (194135.800000 sec): 3 clusters
  Score: Raw -568245.141930 + Penalty 2883.467196 = -565361.674734
  nChanged 22
		SP:Iteration 34Q (194136.020000 sec): 3 clusters
  Score: Raw -568250.309885 + Penalty 2883.467196 = -565366.842689
  nChanged 15
		SP:Iteration 35Q (194136.190000 sec): 3 clusters
  Score: Raw -568252.899220 + Penalty 2883.467196 = -565369.432024
  nChanged 8
		SP:Iteration 36Q (194136.360000 sec): 3 clusters
  Score: Raw -568254.435462 + Penalty 2883.467196 = -565370.968266
  nChanged 8
		SP:Iteration 37Q (194136.550000 sec): 3 clusters
  Score: Raw -568255.893241 + Penalty 2883.467196 = -565372.426045
  nChanged 5
		SP:Iteration 38Q (194136.770000 sec): 3 clusters
  Score: Raw -568257.118057 + Penalty 2883.467196 = -565373.650862
  nChanged 7
		SP:Iteration 39Q (194136.970000 sec): 3 clusters
  Score: Raw -568258.163864 + Penalty 2883.467196 = -565374.696668
  nChanged 2
		SP:Iteration 40F (194137.180000 sec): 3 clusters
  Score: Raw -568258.294735 + Penalty 2883.467196 = -565374.827539
  nChanged 1
		SP:Iteration 41Q (194137.330000 sec): 3 clusters
  Score: Raw -568258.492348 + Penalty 2883.467196 = -565375.025152
  nChanged 3
		SP:Iteration 42Q (194137.550000 sec): 3 clusters
  Score: Raw -568258.907405 + Penalty 2883.467196 = -565375.440209
  nChanged 3
		SP:Iteration 43Q (194137.760000 sec): 3 clusters
  Score: Raw -568259.358429 + Penalty 2883.467196 = -565375.891233
  nChanged 2
		SP:Iteration 44Q (194137.950000 sec): 3 clusters
  Score: Raw -568259.680531 + Penalty 2883.467196 = -565376.213335
  nChanged 2
		SP:Iteration 45Q (194138.170000 sec): 3 clusters
  Score: Raw -568259.974707 + Penalty 2883.467196 = -565376.507512
  nChanged 2
		SP:Iteration 46Q (194138.330000 sec): 3 clusters
  Score: Raw -568260.211358 + Penalty 2883.467196 = -565376.744162
  nChanged 2
		SP:Iteration 47Q (194138.510000 sec): 3 clusters
  Score: Raw -568260.663864 + Penalty 2883.467196 = -565377.196668
  nChanged 2
		SP:Iteration 48Q (194138.730000 sec): 3 clusters
  Score: Raw -568261.063462 + Penalty 2883.467196 = -565377.596266
  nChanged 1
		SP:Iteration 49Q (194138.920000 sec): 3 clusters
  Score: Raw -568261.138075 + Penalty 2883.467196 = -565377.670879
  nChanged 1
		SP:Iteration 50Q (194139.110000 sec): 3 clusters
  Score: Raw -568261.260006 + Penalty 2883.467196 = -565377.792810
  nChanged 1
		SP:Iteration 51Q (194139.310000 sec): 3 clusters
  Score: Raw -568261.475160 + Penalty 2883.467196 = -565378.007965
  nChanged 1
		SP:Iteration 52Q (194139.500000 sec): 3 clusters
  Score: Raw -568261.545309 + Penalty 2883.467196 = -565378.078113
  nChanged 0
		SP:Iteration 53F (194139.750000 sec): 3 clusters
  Score: Raw -568261.545309 + Penalty 2883.467196 = -565378.078113
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 8 (1647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194139.830000 sec): 2 clusters
  Score: Raw -138214.014870 + Penalty 1203.590494 = -137010.424376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194140.010000 sec): 3 clusters
  Score: Raw -137569.986270 + Penalty 2407.180987 = -135162.805283
  nChanged 550
		SP:Iteration 1F (194140.190000 sec): 3 clusters
  Score: Raw -137913.527872 + Penalty 2407.180987 = -135506.346885
  nChanged 126
		SP:Iteration 2F (194140.420000 sec): 3 clusters
  Score: Raw -138012.587218 + Penalty 2407.180987 = -135605.406231
  nChanged 72
		SP:Iteration 3Q (194140.600000 sec): 3 clusters
  Score: Raw -138065.388737 + Penalty 2407.180987 = -135658.207750
  nChanged 44
		SP:Iteration 4Q (194140.770000 sec): 3 clusters
  Score: Raw -138102.109795 + Penalty 2407.180987 = -135694.928807
  nChanged 42
		SP:Iteration 5Q (194140.990000 sec): 3 clusters
  Score: Raw -138131.879903 + Penalty 2407.180987 = -135724.698916
  nChanged 28
		SP:Iteration 6Q (194141.170000 sec): 3 clusters
  Score: Raw -138149.518224 + Penalty 2407.180987 = -135742.337237
  nChanged 29
		SP:Iteration 7Q (194141.370000 sec): 3 clusters
  Score: Raw -138167.000670 + Penalty 2407.180987 = -135759.819682
  nChanged 22
		SP:Iteration 8Q (194141.570000 sec): 3 clusters
  Score: Raw -138186.792696 + Penalty 2407.180987 = -135779.611709
  nChanged 29
		SP:Iteration 9Q (194141.740000 sec): 3 clusters
  Score: Raw -138214.600763 + Penalty 2407.180987 = -135807.419776
  nChanged 30
		SP:Iteration 10Q (194141.920000 sec): 3 clusters
  Score: Raw -138238.939212 + Penalty 2407.180987 = -135831.758224
  nChanged 37
		SP:Iteration 11Q (194142.120000 sec): 3 clusters
  Score: Raw -138269.366164 + Penalty 2407.180987 = -135862.185176
  nChanged 29
		SP:Iteration 12Q (194142.330000 sec): 3 clusters
  Score: Raw -138301.412891 + Penalty 2407.180987 = -135894.231904
  nChanged 27
		SP:Iteration 13Q (194142.470000 sec): 3 clusters
  Score: Raw -138321.301256 + Penalty 2407.180987 = -135914.120268
  nChanged 21
		SP:Iteration 14Q (194142.660000 sec): 3 clusters
  Score: Raw -138340.660174 + Penalty 2407.180987 = -135933.479187
  nChanged 20
		SP:Iteration 15Q (194142.830000 sec): 3 clusters
  Score: Raw -138357.651499 + Penalty 2407.180987 = -135950.470512
  nChanged 20
		SP:Iteration 16Q (194143.050000 sec): 3 clusters
  Score: Raw -138371.747272 + Penalty 2407.180987 = -135964.566285
  nChanged 15
		SP:Iteration 17Q (194143.220000 sec): 3 clusters
  Score: Raw -138382.805768 + Penalty 2407.180987 = -135975.624781
  nChanged 15
		SP:Iteration 18Q (194143.410000 sec): 3 clusters
  Score: Raw -138397.744617 + Penalty 2407.180987 = -135990.563630
  nChanged 18
		SP:Iteration 19Q (194143.600000 sec): 3 clusters
  Score: Raw -138414.569224 + Penalty 2407.180987 = -136007.388237
  nChanged 11
		SP:Iteration 20F (194143.780000 sec): 3 clusters
  Score: Raw -138426.729810 + Penalty 2407.180987 = -136019.548822
  nChanged 13
		SP:Iteration 21Q (194143.970000 sec): 3 clusters
  Score: Raw -138438.580319 + Penalty 2407.180987 = -136031.399332
  nChanged 7
		SP:Iteration 22Q (194144.180000 sec): 3 clusters
  Score: Raw -138445.707017 + Penalty 2407.180987 = -136038.526030
  nChanged 5
		SP:Iteration 23Q (194144.340000 sec): 3 clusters
  Score: Raw -138451.029953 + Penalty 2407.180987 = -136043.848966
  nChanged 4
		SP:Iteration 24Q (194144.550000 sec): 3 clusters
  Score: Raw -138454.284796 + Penalty 2407.180987 = -136047.103809
  nChanged 6
		SP:Iteration 25Q (194144.680000 sec): 3 clusters
  Score: Raw -138459.082458 + Penalty 2407.180987 = -136051.901471
  nChanged 2
		SP:Iteration 26Q (194144.840000 sec): 3 clusters
  Score: Raw -138460.595348 + Penalty 2407.180987 = -136053.414361
  nChanged 3
		SP:Iteration 27Q (194145.020000 sec): 3 clusters
  Score: Raw -138462.666147 + Penalty 2407.180987 = -136055.485160
  nChanged 2
		SP:Iteration 28Q (194145.240000 sec): 3 clusters
  Score: Raw -138464.215340 + Penalty 2407.180987 = -136057.034353
  nChanged 1
		SP:Iteration 29Q (194145.440000 sec): 3 clusters
  Score: Raw -138464.968179 + Penalty 2407.180987 = -136057.787192
  nChanged 2
		SP:Iteration 30Q (194145.660000 sec): 3 clusters
  Score: Raw -138466.751003 + Penalty 2407.180987 = -136059.570016
  nChanged 0
		SP:Iteration 31F (194145.860000 sec): 3 clusters
  Score: Raw -138466.751003 + Penalty 2407.180987 = -136059.570016
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 9 (9284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194145.980000 sec): 2 clusters
  Score: Raw -801002.766368 + Penalty 1484.607762 = -799518.158606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194146.200000 sec): 3 clusters
  Score: Raw -795838.979334 + Penalty 2969.215524 = -792869.763809
  nChanged 4007
		SP:Iteration 1F (194146.410000 sec): 3 clusters
  Score: Raw -798087.074160 + Penalty 2969.215524 = -795117.858636
  nChanged 546
		SP:Iteration 2F (194146.610000 sec): 3 clusters
  Score: Raw -798349.130658 + Penalty 2969.215524 = -795379.915134
  nChanged 507
		SP:Iteration 3F (194146.850000 sec): 3 clusters
  Score: Raw -798603.842267 + Penalty 2969.215524 = -795634.626743
  nChanged 491
		SP:Iteration 4F (194147.060000 sec): 3 clusters
  Score: Raw -798861.515377 + Penalty 2969.215524 = -795892.299853
  nChanged 457
		SP:Iteration 5Q (194147.340000 sec): 3 clusters
  Score: Raw -799102.364916 + Penalty 2969.215524 = -796133.149391
  nChanged 463
		SP:Iteration 6Q (194147.540000 sec): 3 clusters
  Score: Raw -799369.675392 + Penalty 2969.215524 = -796400.459868
  nChanged 446
		SP:Iteration 7Q (194147.780000 sec): 3 clusters
  Score: Raw -799607.926652 + Penalty 2969.215524 = -796638.711127
  nChanged 396
		SP:Iteration 8Q (194148.030000 sec): 3 clusters
  Score: Raw -799811.752120 + Penalty 2969.215524 = -796842.536596
  nChanged 325
		SP:Iteration 9Q (194148.280000 sec): 3 clusters
  Score: Raw -799973.493565 + Penalty 2969.215524 = -797004.278041
  nChanged 296
		SP:Iteration 10Q (194148.480000 sec): 3 clusters
  Score: Raw -800116.811846 + Penalty 2969.215524 = -797147.596322
  nChanged 244
		SP:Iteration 11Q (194148.730000 sec): 3 clusters
  Score: Raw -800228.468658 + Penalty 2969.215524 = -797259.253133
  nChanged 195
		SP:Iteration 12Q (194148.960000 sec): 3 clusters
  Score: Raw -800328.592596 + Penalty 2969.215524 = -797359.377071
  nChanged 172
		SP:Iteration 13Q (194149.210000 sec): 3 clusters
  Score: Raw -800419.933349 + Penalty 2969.215524 = -797450.717824
  nChanged 153
		SP:Iteration 14Q (194149.440000 sec): 3 clusters
  Score: Raw -800505.068044 + Penalty 2969.215524 = -797535.852519
  nChanged 134
		SP:Iteration 15Q (194149.680000 sec): 3 clusters
  Score: Raw -800582.365128 + Penalty 2969.215524 = -797613.149603
  nChanged 144
		SP:Iteration 16Q (194149.890000 sec): 3 clusters
  Score: Raw -800685.969758 + Penalty 2969.215524 = -797716.754234
  nChanged 143
		SP:Iteration 17Q (194150.090000 sec): 3 clusters
  Score: Raw -800787.442220 + Penalty 2969.215524 = -797818.226696
  nChanged 118
		SP:Iteration 18Q (194150.290000 sec): 3 clusters
  Score: Raw -800875.674925 + Penalty 2969.215524 = -797906.459401
  nChanged 102
		SP:Iteration 19Q (194150.470000 sec): 3 clusters
  Score: Raw -800942.171151 + Penalty 2969.215524 = -797972.955627
  nChanged 84
		SP:Iteration 20F (194150.740000 sec): 3 clusters
  Score: Raw -800990.207396 + Penalty 2969.215524 = -798020.991871
  nChanged 46
		SP:Iteration 21Q (194150.900000 sec): 3 clusters
  Score: Raw -801014.816160 + Penalty 2969.215524 = -798045.600636
  nChanged 41
		SP:Iteration 22Q (194151.110000 sec): 3 clusters
  Score: Raw -801044.821346 + Penalty 2969.215524 = -798075.605822
  nChanged 41
		SP:Iteration 23Q (194151.350000 sec): 3 clusters
  Score: Raw -801073.288717 + Penalty 2969.215524 = -798104.073193
  nChanged 31
		SP:Iteration 24Q (194151.560000 sec): 3 clusters
  Score: Raw -801093.806916 + Penalty 2969.215524 = -798124.591391
  nChanged 23
		SP:Iteration 25Q (194151.720000 sec): 3 clusters
  Score: Raw -801113.579342 + Penalty 2969.215524 = -798144.363818
  nChanged 20
		SP:Iteration 26Q (194151.960000 sec): 3 clusters
  Score: Raw -801124.771217 + Penalty 2969.215524 = -798155.555693
  nChanged 12
		SP:Iteration 27Q (194152.180000 sec): 3 clusters
  Score: Raw -801133.843710 + Penalty 2969.215524 = -798164.628186
  nChanged 11
		SP:Iteration 28Q (194152.400000 sec): 3 clusters
  Score: Raw -801139.460261 + Penalty 2969.215524 = -798170.244737
  nChanged 9
		SP:Iteration 29Q (194152.620000 sec): 3 clusters
  Score: Raw -801144.660227 + Penalty 2969.215524 = -798175.444702
  nChanged 10
		SP:Iteration 30Q (194152.880000 sec): 3 clusters
  Score: Raw -801152.103498 + Penalty 2969.215524 = -798182.887974
  nChanged 6
		SP:Iteration 31Q (194153.090000 sec): 3 clusters
  Score: Raw -801154.587247 + Penalty 2969.215524 = -798185.371723
  nChanged 7
		SP:Iteration 32Q (194153.340000 sec): 3 clusters
  Score: Raw -801159.706583 + Penalty 2969.215524 = -798190.491059
  nChanged 10
		SP:Iteration 33Q (194153.520000 sec): 3 clusters
  Score: Raw -801167.257227 + Penalty 2969.215524 = -798198.041703
  nChanged 5
		SP:Iteration 34Q (194153.740000 sec): 3 clusters
  Score: Raw -801169.613206 + Penalty 2969.215524 = -798200.397681
  nChanged 4
		SP:Iteration 35Q (194153.940000 sec): 3 clusters
  Score: Raw -801171.163707 + Penalty 2969.215524 = -798201.948182
  nChanged 0
		SP:Iteration 36F (194154.170000 sec): 3 clusters
  Score: Raw -801171.163707 + Penalty 2969.215524 = -798201.948182
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 10 (9850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194154.280000 sec): 2 clusters
  Score: Raw -833656.050016 + Penalty 1494.224344 = -832161.825672
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194154.490000 sec): 3 clusters
  Score: Raw -828120.334477 + Penalty 2988.448689 = -825131.885789
  nChanged 4196
		SP:Iteration 1F (194154.680000 sec): 3 clusters
  Score: Raw -830293.919354 + Penalty 2988.448689 = -827305.470665
  nChanged 608
		SP:Iteration 2F (194154.910000 sec): 3 clusters
  Score: Raw -830548.712117 + Penalty 2988.448689 = -827560.263428
  nChanged 458
		SP:Iteration 3Q (194155.080000 sec): 3 clusters
  Score: Raw -830701.186299 + Penalty 2988.448689 = -827712.737610
  nChanged 362
		SP:Iteration 4Q (194155.310000 sec): 3 clusters
  Score: Raw -830817.225345 + Penalty 2988.448689 = -827828.776656
  nChanged 304
		SP:Iteration 5Q (194155.530000 sec): 3 clusters
  Score: Raw -830913.716826 + Penalty 2988.448689 = -827925.268137
  nChanged 285
		SP:Iteration 6Q (194155.760000 sec): 3 clusters
  Score: Raw -831010.832137 + Penalty 2988.448689 = -828022.383449
  nChanged 316
		SP:Iteration 7Q (194155.940000 sec): 3 clusters
  Score: Raw -831136.026245 + Penalty 2988.448689 = -828147.577557
  nChanged 359
		SP:Iteration 8Q (194156.170000 sec): 3 clusters
  Score: Raw -831294.625537 + Penalty 2988.448689 = -828306.176848
  nChanged 394
		SP:Iteration 9Q (194156.370000 sec): 3 clusters
  Score: Raw -831505.653657 + Penalty 2988.448689 = -828517.204969
  nChanged 464
		SP:Iteration 10Q (194156.590000 sec): 3 clusters
  Score: Raw -831766.885623 + Penalty 2988.448689 = -828778.436934
  nChanged 503
		SP:Iteration 11F (194156.820000 sec): 3 clusters
  Score: Raw -832101.103677 + Penalty 2988.448689 = -829112.654989
  nChanged 537
		SP:Iteration 12F (194157.040000 sec): 3 clusters
  Score: Raw -832525.135580 + Penalty 2988.448689 = -829536.686892
  nChanged 502
		SP:Iteration 13F (194157.220000 sec): 3 clusters
  Score: Raw -832943.344437 + Penalty 2988.448689 = -829954.895748
  nChanged 406
		SP:Iteration 14Q (194157.420000 sec): 3 clusters
  Score: Raw -833256.939932 + Penalty 2988.448689 = -830268.491243
  nChanged 277
		SP:Iteration 15Q (194157.620000 sec): 3 clusters
  Score: Raw -833469.147723 + Penalty 2988.448689 = -830480.699034
  nChanged 211
		SP:Iteration 16Q (194157.840000 sec): 3 clusters
  Score: Raw -833622.189033 + Penalty 2988.448689 = -830633.740344
  nChanged 150
		SP:Iteration 17Q (194158.050000 sec): 3 clusters
  Score: Raw -833733.555062 + Penalty 2988.448689 = -830745.106373
  nChanged 92
		SP:Iteration 18Q (194158.320000 sec): 3 clusters
  Score: Raw -833790.940546 + Penalty 2988.448689 = -830802.491858
  nChanged 71
		SP:Iteration 19Q (194158.490000 sec): 3 clusters
  Score: Raw -833839.754588 + Penalty 2988.448689 = -830851.305899
  nChanged 57
		SP:Iteration 20F (194158.710000 sec): 3 clusters
  Score: Raw -833869.719642 + Penalty 2988.448689 = -830881.270953
  nChanged 45
		SP:Iteration 21Q (194158.920000 sec): 3 clusters
  Score: Raw -833894.209222 + Penalty 2988.448689 = -830905.760533
  nChanged 38
		SP:Iteration 22Q (194159.060000 sec): 3 clusters
  Score: Raw -833918.848598 + Penalty 2988.448689 = -830930.399909
  nChanged 33
		SP:Iteration 23Q (194159.270000 sec): 3 clusters
  Score: Raw -833935.779606 + Penalty 2988.448689 = -830947.330917
  nChanged 18
		SP:Iteration 24Q (194159.460000 sec): 3 clusters
  Score: Raw -833944.157982 + Penalty 2988.448689 = -830955.709293
  nChanged 16
		SP:Iteration 25Q (194159.640000 sec): 3 clusters
  Score: Raw -833950.233464 + Penalty 2988.448689 = -830961.784776
  nChanged 10
		SP:Iteration 26Q (194159.870000 sec): 3 clusters
  Score: Raw -833954.215567 + Penalty 2988.448689 = -830965.766878
  nChanged 11
		SP:Iteration 27Q (194160.050000 sec): 3 clusters
  Score: Raw -833958.938599 + Penalty 2988.448689 = -830970.489910
  nChanged 9
		SP:Iteration 28Q (194160.290000 sec): 3 clusters
  Score: Raw -833964.473194 + Penalty 2988.448689 = -830976.024505
  nChanged 14
		SP:Iteration 29Q (194160.500000 sec): 3 clusters
  Score: Raw -833972.394924 + Penalty 2988.448689 = -830983.946235
  nChanged 9
		SP:Iteration 30Q (194160.760000 sec): 3 clusters
  Score: Raw -833977.542178 + Penalty 2988.448689 = -830989.093489
  nChanged 8
		SP:Iteration 31Q (194160.980000 sec): 3 clusters
  Score: Raw -833981.567016 + Penalty 2988.448689 = -830993.118327
  nChanged 6
		SP:Iteration 32Q (194161.210000 sec): 3 clusters
  Score: Raw -833983.309962 + Penalty 2988.448689 = -830994.861273
  nChanged 3
		SP:Iteration 33Q (194161.400000 sec): 3 clusters
  Score: Raw -833985.044858 + Penalty 2988.448689 = -830996.596169
  nChanged 1
		SP:Iteration 34Q (194161.630000 sec): 3 clusters
  Score: Raw -833985.682625 + Penalty 2988.448689 = -830997.233937
  nChanged 1
		SP:Iteration 35Q (194161.830000 sec): 3 clusters
  Score: Raw -833987.070614 + Penalty 2988.448689 = -830998.621925
  nChanged 1
		SP:Iteration 36Q (194162.050000 sec): 3 clusters
  Score: Raw -833987.292076 + Penalty 2988.448689 = -830998.843387
  nChanged 2
		SP:Iteration 37Q (194162.250000 sec): 3 clusters
  Score: Raw -833988.196232 + Penalty 2988.448689 = -830999.747543
  nChanged 2
		SP:Iteration 38Q (194162.470000 sec): 3 clusters
  Score: Raw -833989.037260 + Penalty 2988.448689 = -831000.588571
  nChanged 1
		SP:Iteration 39Q (194162.690000 sec): 3 clusters
  Score: Raw -833989.265425 + Penalty 2988.448689 = -831000.816736
  nChanged 1
		SP:Iteration 40F (194162.900000 sec): 3 clusters
  Score: Raw -833989.987410 + Penalty 2988.448689 = -831001.538721
  nChanged 2
		SP:Iteration 41Q (194163.160000 sec): 3 clusters
  Score: Raw -833990.552327 + Penalty 2988.448689 = -831002.103638
  nChanged 1
		SP:Iteration 42Q (194163.380000 sec): 3 clusters
  Score: Raw -833990.722171 + Penalty 2988.448689 = -831002.273483
  nChanged 0
		SP:Iteration 43F (194163.590000 sec): 3 clusters
  Score: Raw -833990.722171 + Penalty 2988.448689 = -831002.273483
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 11 (243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194163.680000 sec): 2 clusters
  Score: Raw -21336.786912 + Penalty 892.622485 = -20444.164428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194163.870000 sec): 3 clusters
  Score: Raw -21404.496002 + Penalty 1785.244969 = -19619.251032
  nChanged 37
		SP:Iteration 1F (194164.090000 sec): 3 clusters
  Score: Raw -21492.474411 + Penalty 1785.244969 = -19707.229442
  nChanged 4
		SP:Iteration 2Q (194164.250000 sec): 3 clusters
  Score: Raw -21500.370382 + Penalty 1785.244969 = -19715.125413
  nChanged 2
		SP:Iteration 3Q (194164.430000 sec): 3 clusters
  Score: Raw -21504.333793 + Penalty 1785.244969 = -19719.088824
  nChanged 1
		SP:Iteration 4Q (194164.590000 sec): 3 clusters
  Score: Raw -21508.280696 + Penalty 1785.244969 = -19723.035727
  nChanged 0
		SP:Iteration 5F (194164.740000 sec): 3 clusters
  Score: Raw -21508.280696 + Penalty 1785.244969 = -19723.035727
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 12 (3117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194164.850000 sec): 2 clusters
  Score: Raw -254097.011297 + Penalty 1307.251770 = -252789.759527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194165.020000 sec): 3 clusters
  Score: Raw -252624.703336 + Penalty 2614.503541 = -250010.199795
  nChanged 1202
		SP:Iteration 1F (194165.180000 sec): 3 clusters
  Score: Raw -253430.356588 + Penalty 2614.503541 = -250815.853047
  nChanged 275
		SP:Iteration 2F (194165.390000 sec): 3 clusters
  Score: Raw -253648.332679 + Penalty 2614.503541 = -251033.829139
  nChanged 203
		SP:Iteration 3F (194165.630000 sec): 3 clusters
  Score: Raw -253789.068878 + Penalty 2614.503541 = -251174.565337
  nChanged 153
		SP:Iteration 4Q (194165.800000 sec): 3 clusters
  Score: Raw -253898.466662 + Penalty 2614.503541 = -251283.963121
  nChanged 122
		SP:Iteration 5Q (194165.950000 sec): 3 clusters
  Score: Raw -253977.271724 + Penalty 2614.503541 = -251362.768183
  nChanged 100
		SP:Iteration 6Q (194166.120000 sec): 3 clusters
  Score: Raw -254047.613045 + Penalty 2614.503541 = -251433.109504
  nChanged 95
		SP:Iteration 7Q (194166.290000 sec): 3 clusters
  Score: Raw -254110.080154 + Penalty 2614.503541 = -251495.576613
  nChanged 84
		SP:Iteration 8Q (194166.460000 sec): 3 clusters
  Score: Raw -254175.923899 + Penalty 2614.503541 = -251561.420358
  nChanged 81
		SP:Iteration 9Q (194166.650000 sec): 3 clusters
  Score: Raw -254257.453215 + Penalty 2614.503541 = -251642.949674
  nChanged 83
		SP:Iteration 10Q (194166.820000 sec): 3 clusters
  Score: Raw -254329.872009 + Penalty 2614.503541 = -251715.368469
  nChanged 78
		SP:Iteration 11Q (194166.990000 sec): 3 clusters
  Score: Raw -254390.053271 + Penalty 2614.503541 = -251775.549730
  nChanged 84
		SP:Iteration 12Q (194167.210000 sec): 3 clusters
  Score: Raw -254459.572063 + Penalty 2614.503541 = -251845.068523
  nChanged 63
		SP:Iteration 13Q (194167.390000 sec): 3 clusters
  Score: Raw -254499.823461 + Penalty 2614.503541 = -251885.319920
  nChanged 50
		SP:Iteration 14Q (194167.540000 sec): 3 clusters
  Score: Raw -254538.380505 + Penalty 2614.503541 = -251923.876964
  nChanged 55
		SP:Iteration 15Q (194167.730000 sec): 3 clusters
  Score: Raw -254575.136073 + Penalty 2614.503541 = -251960.632532
  nChanged 43
		SP:Iteration 16Q (194167.900000 sec): 3 clusters
  Score: Raw -254607.680464 + Penalty 2614.503541 = -251993.176924
  nChanged 41
		SP:Iteration 17Q (194168.130000 sec): 3 clusters
  Score: Raw -254634.546982 + Penalty 2614.503541 = -252020.043441
  nChanged 37
		SP:Iteration 18Q (194168.320000 sec): 3 clusters
  Score: Raw -254656.349513 + Penalty 2614.503541 = -252041.845972
  nChanged 37
		SP:Iteration 19Q (194168.470000 sec): 3 clusters
  Score: Raw -254676.812378 + Penalty 2614.503541 = -252062.308837
  nChanged 29
		SP:Iteration 20F (194168.690000 sec): 3 clusters
  Score: Raw -254690.167876 + Penalty 2614.503541 = -252075.664335
  nChanged 16
		SP:Iteration 21Q (194168.880000 sec): 3 clusters
  Score: Raw -254698.094829 + Penalty 2614.503541 = -252083.591288
  nChanged 12
		SP:Iteration 22Q (194169.060000 sec): 3 clusters
  Score: Raw -254702.813618 + Penalty 2614.503541 = -252088.310078
  nChanged 10
		SP:Iteration 23Q (194169.270000 sec): 3 clusters
  Score: Raw -254705.925474 + Penalty 2614.503541 = -252091.421933
  nChanged 9
		SP:Iteration 24Q (194169.450000 sec): 3 clusters
  Score: Raw -254709.256594 + Penalty 2614.503541 = -252094.753053
  nChanged 3
		SP:Iteration 25Q (194169.610000 sec): 3 clusters
  Score: Raw -254710.816559 + Penalty 2614.503541 = -252096.313018
  nChanged 3
		SP:Iteration 26Q (194169.810000 sec): 3 clusters
  Score: Raw -254712.089456 + Penalty 2614.503541 = -252097.585915
  nChanged 1
		SP:Iteration 27Q (194170.000000 sec): 3 clusters
  Score: Raw -254712.207449 + Penalty 2614.503541 = -252097.703908
  nChanged 1
		SP:Iteration 28Q (194170.150000 sec): 3 clusters
  Score: Raw -254712.301269 + Penalty 2614.503541 = -252097.797728
  nChanged 1
		SP:Iteration 29Q (194170.350000 sec): 3 clusters
  Score: Raw -254712.496240 + Penalty 2614.503541 = -252097.992699
  nChanged 2
		SP:Iteration 30Q (194170.540000 sec): 3 clusters
  Score: Raw -254713.191842 + Penalty 2614.503541 = -252098.688301
  nChanged 1
		SP:Iteration 31Q (194170.720000 sec): 3 clusters
  Score: Raw -254713.636252 + Penalty 2614.503541 = -252099.132711
  nChanged 2
		SP:Iteration 32Q (194170.910000 sec): 3 clusters
  Score: Raw -254714.299232 + Penalty 2614.503541 = -252099.795692
  nChanged 0
		SP:Iteration 33F (194171.120000 sec): 3 clusters
  Score: Raw -254714.299232 + Penalty 2614.503541 = -252099.795692
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 13 (43073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194171.390000 sec): 2 clusters
  Score: Raw -3822959.829282 + Penalty 1733.980890 = -3821225.848392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194171.780000 sec): 3 clusters
  Score: Raw -3795906.695167 + Penalty 3467.961780 = -3792438.733388
  nChanged 20098
		SP:Iteration 1F (194172.060000 sec): 3 clusters
  Score: Raw -3807307.331484 + Penalty 3467.961780 = -3803839.369704
  nChanged 1776
		SP:Iteration 2Q (194172.440000 sec): 3 clusters
  Score: Raw -3807934.427464 + Penalty 3467.961780 = -3804466.465685
  nChanged 1943
		SP:Iteration 3Q (194172.850000 sec): 3 clusters
  Score: Raw -3808796.081880 + Penalty 3467.961780 = -3805328.120101
  nChanged 2274
		SP:Iteration 4F (194173.200000 sec): 3 clusters
  Score: Raw -3810098.256949 + Penalty 3467.961780 = -3806630.295170
  nChanged 2631
		SP:Iteration 5F (194173.590000 sec): 3 clusters
  Score: Raw -3811904.031640 + Penalty 3467.961780 = -3808436.069860
  nChanged 2852
		SP:Iteration 6F (194173.970000 sec): 3 clusters
  Score: Raw -3814197.264122 + Penalty 3467.961780 = -3810729.302343
  nChanged 2724
		SP:Iteration 7F (194174.340000 sec): 3 clusters
  Score: Raw -3816539.948481 + Penalty 3467.961780 = -3813071.986701
  nChanged 2413
		SP:Iteration 8F (194174.680000 sec): 3 clusters
  Score: Raw -3818564.956360 + Penalty 3467.961780 = -3815096.994580
  nChanged 1850
		SP:Iteration 9Q (194175.070000 sec): 3 clusters
  Score: Raw -3820054.158184 + Penalty 3467.961780 = -3816586.196404
  nChanged 1317
		SP:Iteration 10Q (194175.350000 sec): 3 clusters
  Score: Raw -3821085.243292 + Penalty 3467.961780 = -3817617.281512
  nChanged 906
		SP:Iteration 11Q (194175.720000 sec): 3 clusters
  Score: Raw -3821717.852022 + Penalty 3467.961780 = -3818249.890242
  nChanged 677
		SP:Iteration 12Q (194176.060000 sec): 3 clusters
  Score: Raw -3822109.936953 + Penalty 3467.961780 = -3818641.975174
  nChanged 545
		SP:Iteration 13Q (194176.420000 sec): 3 clusters
  Score: Raw -3822384.818602 + Penalty 3467.961780 = -3818916.856823
  nChanged 429
		SP:Iteration 14Q (194176.780000 sec): 3 clusters
  Score: Raw -3822578.642409 + Penalty 3467.961780 = -3819110.680629
  nChanged 368
		SP:Iteration 15Q (194177.140000 sec): 3 clusters
  Score: Raw -3822737.903788 + Penalty 3467.961780 = -3819269.942008
  nChanged 334
		SP:Iteration 16Q (194177.480000 sec): 3 clusters
  Score: Raw -3822881.338293 + Penalty 3467.961780 = -3819413.376514
  nChanged 301
		SP:Iteration 17Q (194177.880000 sec): 3 clusters
  Score: Raw -3822999.804349 + Penalty 3467.961780 = -3819531.842570
  nChanged 243
		SP:Iteration 18Q (194178.200000 sec): 3 clusters
  Score: Raw -3823080.087714 + Penalty 3467.961780 = -3819612.125934
  nChanged 200
		SP:Iteration 19Q (194178.560000 sec): 3 clusters
  Score: Raw -3823147.261883 + Penalty 3467.961780 = -3819679.300104
  nChanged 169
		SP:Iteration 20F (194178.880000 sec): 3 clusters
  Score: Raw -3823200.835554 + Penalty 3467.961780 = -3819732.873774
  nChanged 148
		SP:Iteration 21Q (194179.220000 sec): 3 clusters
  Score: Raw -3823249.005583 + Penalty 3467.961780 = -3819781.043803
  nChanged 130
		SP:Iteration 22Q (194179.590000 sec): 3 clusters
  Score: Raw -3823286.926824 + Penalty 3467.961780 = -3819818.965045
  nChanged 114
		SP:Iteration 23Q (194179.930000 sec): 3 clusters
  Score: Raw -3823317.260139 + Penalty 3467.961780 = -3819849.298359
  nChanged 87
		SP:Iteration 24Q (194180.270000 sec): 3 clusters
  Score: Raw -3823340.842990 + Penalty 3467.961780 = -3819872.881210
  nChanged 98
		SP:Iteration 25Q (194180.600000 sec): 3 clusters
  Score: Raw -3823363.989381 + Penalty 3467.961780 = -3819896.027601
  nChanged 85
		SP:Iteration 26Q (194180.990000 sec): 3 clusters
  Score: Raw -3823389.168317 + Penalty 3467.961780 = -3819921.206537
  nChanged 92
		SP:Iteration 27Q (194181.380000 sec): 3 clusters
  Score: Raw -3823413.214107 + Penalty 3467.961780 = -3819945.252327
  nChanged 84
		SP:Iteration 28Q (194181.730000 sec): 3 clusters
  Score: Raw -3823434.548854 + Penalty 3467.961780 = -3819966.587075
  nChanged 72
		SP:Iteration 29Q (194182.090000 sec): 3 clusters
  Score: Raw -3823452.908064 + Penalty 3467.961780 = -3819984.946284
  nChanged 66
		SP:Iteration 30Q (194182.470000 sec): 3 clusters
  Score: Raw -3823468.221196 + Penalty 3467.961780 = -3820000.259416
  nChanged 54
		SP:Iteration 31Q (194182.870000 sec): 3 clusters
  Score: Raw -3823480.675510 + Penalty 3467.961780 = -3820012.713731
  nChanged 43
		SP:Iteration 32Q (194183.260000 sec): 3 clusters
  Score: Raw -3823489.055568 + Penalty 3467.961780 = -3820021.093789
  nChanged 37
		SP:Iteration 33Q (194183.580000 sec): 3 clusters
  Score: Raw -3823498.103084 + Penalty 3467.961780 = -3820030.141304
  nChanged 50
		SP:Iteration 34Q (194183.940000 sec): 3 clusters
  Score: Raw -3823508.847399 + Penalty 3467.961780 = -3820040.885620
  nChanged 43
		SP:Iteration 35Q (194184.340000 sec): 3 clusters
  Score: Raw -3823519.203320 + Penalty 3467.961780 = -3820051.241540
  nChanged 37
		SP:Iteration 36Q (194184.710000 sec): 3 clusters
  Score: Raw -3823528.838307 + Penalty 3467.961780 = -3820060.876528
  nChanged 40
		SP:Iteration 37Q (194185.050000 sec): 3 clusters
  Score: Raw -3823537.809628 + Penalty 3467.961780 = -3820069.847849
  nChanged 38
		SP:Iteration 38Q (194185.410000 sec): 3 clusters
  Score: Raw -3823545.484958 + Penalty 3467.961780 = -3820077.523178
  nChanged 27
		SP:Iteration 39Q (194185.870000 sec): 3 clusters
  Score: Raw -3823551.077675 + Penalty 3467.961780 = -3820083.115896
  nChanged 27
		SP:Iteration 40F (194186.230000 sec): 3 clusters
  Score: Raw -3823556.741043 + Penalty 3467.961780 = -3820088.779264
  nChanged 22
		SP:Iteration 41Q (194186.630000 sec): 3 clusters
  Score: Raw -3823561.302883 + Penalty 3467.961780 = -3820093.341103
  nChanged 14
		SP:Iteration 42Q (194186.960000 sec): 3 clusters
  Score: Raw -3823564.076423 + Penalty 3467.961780 = -3820096.114644
  nChanged 17
		SP:Iteration 43Q (194187.380000 sec): 3 clusters
  Score: Raw -3823567.945122 + Penalty 3467.961780 = -3820099.983343
  nChanged 13
		SP:Iteration 44Q (194187.710000 sec): 3 clusters
  Score: Raw -3823570.772157 + Penalty 3467.961780 = -3820102.810377
  nChanged 16
		SP:Iteration 45Q (194188.090000 sec): 3 clusters
  Score: Raw -3823573.980104 + Penalty 3467.961780 = -3820106.018324
  nChanged 12
		SP:Iteration 46Q (194188.500000 sec): 3 clusters
  Score: Raw -3823576.666428 + Penalty 3467.961780 = -3820108.704649
  nChanged 16
		SP:Iteration 47Q (194188.900000 sec): 3 clusters
  Score: Raw -3823580.021326 + Penalty 3467.961780 = -3820112.059547
  nChanged 9
		SP:Iteration 48Q (194189.300000 sec): 3 clusters
  Score: Raw -3823582.177111 + Penalty 3467.961780 = -3820114.215331
  nChanged 8
		SP:Iteration 49Q (194189.700000 sec): 3 clusters
  Score: Raw -3823583.940144 + Penalty 3467.961780 = -3820115.978364
  nChanged 9
		SP:Iteration 50Q (194190.000000 sec): 3 clusters
  Score: Raw -3823585.531581 + Penalty 3467.961780 = -3820117.569802
  nChanged 7
		SP:Iteration 51Q (194190.360000 sec): 3 clusters
  Score: Raw -3823586.862484 + Penalty 3467.961780 = -3820118.900704
  nChanged 5
		SP:Iteration 52Q (194190.730000 sec): 3 clusters
  Score: Raw -3823587.777074 + Penalty 3467.961780 = -3820119.815295
  nChanged 5
		SP:Iteration 53Q (194191.070000 sec): 3 clusters
  Score: Raw -3823588.676924 + Penalty 3467.961780 = -3820120.715144
  nChanged 6
		SP:Iteration 54Q (194191.440000 sec): 3 clusters
  Score: Raw -3823589.435621 + Penalty 3467.961780 = -3820121.473841
  nChanged 4
		SP:Iteration 55Q (194191.770000 sec): 3 clusters
  Score: Raw -3823589.958983 + Penalty 3467.961780 = -3820121.997203
  nChanged 5
		SP:Iteration 56Q (194192.170000 sec): 3 clusters
  Score: Raw -3823591.027117 + Penalty 3467.961780 = -3820123.065337
  nChanged 4
		SP:Iteration 57Q (194192.510000 sec): 3 clusters
  Score: Raw -3823591.806449 + Penalty 3467.961780 = -3820123.844669
  nChanged 7
		SP:Iteration 58Q (194192.900000 sec): 3 clusters
  Score: Raw -3823593.876865 + Penalty 3467.961780 = -3820125.915085
  nChanged 10
		SP:Iteration 59Q (194193.240000 sec): 3 clusters
  Score: Raw -3823595.727636 + Penalty 3467.961780 = -3820127.765857
  nChanged 8
		SP:Iteration 60F (194193.580000 sec): 3 clusters
  Score: Raw -3823596.914627 + Penalty 3467.961780 = -3820128.952847
  nChanged 6
		SP:Iteration 61Q (194193.920000 sec): 3 clusters
  Score: Raw -3823598.110884 + Penalty 3467.961780 = -3820130.149104
  nChanged 8
		SP:Iteration 62Q (194194.250000 sec): 3 clusters
  Score: Raw -3823599.906125 + Penalty 3467.961780 = -3820131.944345
  nChanged 8
		SP:Iteration 63Q (194194.560000 sec): 3 clusters
  Score: Raw -3823601.625032 + Penalty 3467.961780 = -3820133.663252
  nChanged 8
		SP:Iteration 64Q (194194.890000 sec): 3 clusters
  Score: Raw -3823603.420186 + Penalty 3467.961780 = -3820135.458406
  nChanged 8
		SP:Iteration 65Q (194195.220000 sec): 3 clusters
  Score: Raw -3823605.057792 + Penalty 3467.961780 = -3820137.096013
  nChanged 13
		SP:Iteration 66Q (194195.510000 sec): 3 clusters
  Score: Raw -3823608.361237 + Penalty 3467.961780 = -3820140.399458
  nChanged 20
		SP:Iteration 67Q (194195.860000 sec): 3 clusters
  Score: Raw -3823611.955679 + Penalty 3467.961780 = -3820143.993899
  nChanged 15
		SP:Iteration 68Q (194196.240000 sec): 3 clusters
  Score: Raw -3823614.325454 + Penalty 3467.961780 = -3820146.363674
  nChanged 6
		SP:Iteration 69Q (194196.570000 sec): 3 clusters
  Score: Raw -3823614.991057 + Penalty 3467.961780 = -3820147.029277
  nChanged 2
		SP:Iteration 70Q (194196.960000 sec): 3 clusters
  Score: Raw -3823615.273348 + Penalty 3467.961780 = -3820147.311568
  nChanged 4
		SP:Iteration 71Q (194197.340000 sec): 3 clusters
  Score: Raw -3823615.867216 + Penalty 3467.961780 = -3820147.905436
  nChanged 3
		SP:Iteration 72Q (194197.700000 sec): 3 clusters
  Score: Raw -3823616.498788 + Penalty 3467.961780 = -3820148.537009
  nChanged 5
		SP:Iteration 73Q (194198.040000 sec): 3 clusters
  Score: Raw -3823617.165299 + Penalty 3467.961780 = -3820149.203520
  nChanged 2
		SP:Iteration 74Q (194198.400000 sec): 3 clusters
  Score: Raw -3823617.537296 + Penalty 3467.961780 = -3820149.575516
  nChanged 3
		SP:Iteration 75Q (194198.760000 sec): 3 clusters
  Score: Raw -3823617.961642 + Penalty 3467.961780 = -3820149.999862
  nChanged 0
		SP:Iteration 76F (194199.090000 sec): 3 clusters
  Score: Raw -3823617.961642 + Penalty 3467.961780 = -3820149.999862
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 14 (7332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194199.260000 sec): 2 clusters
  Score: Raw -578373.253684 + Penalty 1446.250586 = -576927.003097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194199.460000 sec): 3 clusters
  Score: Raw -574368.593787 + Penalty 2892.501173 = -571476.092614
  nChanged 3144
		SP:Iteration 1F (194199.660000 sec): 3 clusters
  Score: Raw -576189.925372 + Penalty 2892.501173 = -573297.424199
  nChanged 540
		SP:Iteration 2F (194199.850000 sec): 3 clusters
  Score: Raw -576567.845106 + Penalty 2892.501173 = -573675.343933
  nChanged 536
		SP:Iteration 3F (194200.060000 sec): 3 clusters
  Score: Raw -576944.402203 + Penalty 2892.501173 = -574051.901030
  nChanged 462
		SP:Iteration 4F (194200.240000 sec): 3 clusters
  Score: Raw -577273.449857 + Penalty 2892.501173 = -574380.948684
  nChanged 437
		SP:Iteration 5F (194200.430000 sec): 3 clusters
  Score: Raw -577551.155512 + Penalty 2892.501173 = -574658.654339
  nChanged 342
		SP:Iteration 6Q (194200.620000 sec): 3 clusters
  Score: Raw -577742.331073 + Penalty 2892.501173 = -574849.829900
  nChanged 276
		SP:Iteration 7Q (194200.840000 sec): 3 clusters
  Score: Raw -577896.735953 + Penalty 2892.501173 = -575004.234780
  nChanged 218
		SP:Iteration 8Q (194201.000000 sec): 3 clusters
  Score: Raw -578016.234716 + Penalty 2892.501173 = -575123.733543
  nChanged 183
		SP:Iteration 9Q (194201.180000 sec): 3 clusters
  Score: Raw -578117.969144 + Penalty 2892.501173 = -575225.467971
  nChanged 165
		SP:Iteration 10Q (194201.420000 sec): 3 clusters
  Score: Raw -578217.672902 + Penalty 2892.501173 = -575325.171729
  nChanged 149
		SP:Iteration 11Q (194201.610000 sec): 3 clusters
  Score: Raw -578307.596836 + Penalty 2892.501173 = -575415.095663
  nChanged 136
		SP:Iteration 12Q (194201.800000 sec): 3 clusters
  Score: Raw -578388.388390 + Penalty 2892.501173 = -575495.887217
  nChanged 106
		SP:Iteration 13Q (194202.000000 sec): 3 clusters
  Score: Raw -578441.425959 + Penalty 2892.501173 = -575548.924786
  nChanged 86
		SP:Iteration 14Q (194202.200000 sec): 3 clusters
  Score: Raw -578487.221158 + Penalty 2892.501173 = -575594.719985
  nChanged 87
		SP:Iteration 15Q (194202.460000 sec): 3 clusters
  Score: Raw -578533.193785 + Penalty 2892.501173 = -575640.692612
  nChanged 81
		SP:Iteration 16Q (194202.620000 sec): 3 clusters
  Score: Raw -578575.068275 + Penalty 2892.501173 = -575682.567102
  nChanged 79
		SP:Iteration 17Q (194202.850000 sec): 3 clusters
  Score: Raw -578615.590035 + Penalty 2892.501173 = -575723.088862
  nChanged 80
		SP:Iteration 18Q (194203.010000 sec): 3 clusters
  Score: Raw -578657.767543 + Penalty 2892.501173 = -575765.266370
  nChanged 62
		SP:Iteration 19Q (194203.220000 sec): 3 clusters
  Score: Raw -578689.437733 + Penalty 2892.501173 = -575796.936560
  nChanged 60
		SP:Iteration 20F (194203.440000 sec): 3 clusters
  Score: Raw -578720.860651 + Penalty 2892.501173 = -575828.359478
  nChanged 50
		SP:Iteration 21Q (194203.630000 sec): 3 clusters
  Score: Raw -578743.246886 + Penalty 2892.501173 = -575850.745714
  nChanged 46
		SP:Iteration 22Q (194203.830000 sec): 3 clusters
  Score: Raw -578767.293438 + Penalty 2892.501173 = -575874.792265
  nChanged 39
		SP:Iteration 23Q (194204.010000 sec): 3 clusters
  Score: Raw -578786.503975 + Penalty 2892.501173 = -575894.002802
  nChanged 37
		SP:Iteration 24Q (194204.180000 sec): 3 clusters
  Score: Raw -578801.155935 + Penalty 2892.501173 = -575908.654762
  nChanged 28
		SP:Iteration 25Q (194204.390000 sec): 3 clusters
  Score: Raw -578810.422438 + Penalty 2892.501173 = -575917.921265
  nChanged 32
		SP:Iteration 26Q (194204.590000 sec): 3 clusters
  Score: Raw -578821.552250 + Penalty 2892.501173 = -575929.051077
  nChanged 18
		SP:Iteration 27Q (194204.760000 sec): 3 clusters
  Score: Raw -578829.610036 + Penalty 2892.501173 = -575937.108863
  nChanged 19
		SP:Iteration 28Q (194204.960000 sec): 3 clusters
  Score: Raw -578834.953216 + Penalty 2892.501173 = -575942.452043
  nChanged 7
		SP:Iteration 29Q (194205.160000 sec): 3 clusters
  Score: Raw -578836.469474 + Penalty 2892.501173 = -575943.968301
  nChanged 5
		SP:Iteration 30Q (194205.350000 sec): 3 clusters
  Score: Raw -578837.856856 + Penalty 2892.501173 = -575945.355684
  nChanged 8
		SP:Iteration 31Q (194205.580000 sec): 3 clusters
  Score: Raw -578840.301905 + Penalty 2892.501173 = -575947.800732
  nChanged 11
		SP:Iteration 32Q (194205.770000 sec): 3 clusters
  Score: Raw -578845.915952 + Penalty 2892.501173 = -575953.414779
  nChanged 10
		SP:Iteration 33Q (194205.930000 sec): 3 clusters
  Score: Raw -578848.826680 + Penalty 2892.501173 = -575956.325507
  nChanged 10
		SP:Iteration 34Q (194206.150000 sec): 3 clusters
  Score: Raw -578851.979452 + Penalty 2892.501173 = -575959.478280
  nChanged 6
		SP:Iteration 35Q (194206.370000 sec): 3 clusters
  Score: Raw -578853.488988 + Penalty 2892.501173 = -575960.987815
  nChanged 8
		SP:Iteration 36Q (194206.570000 sec): 3 clusters
  Score: Raw -578855.050378 + Penalty 2892.501173 = -575962.549205
  nChanged 9
		SP:Iteration 37Q (194206.750000 sec): 3 clusters
  Score: Raw -578857.302499 + Penalty 2892.501173 = -575964.801326
  nChanged 8
		SP:Iteration 38Q (194206.980000 sec): 3 clusters
  Score: Raw -578858.822474 + Penalty 2892.501173 = -575966.321301
  nChanged 5
		SP:Iteration 39Q (194207.130000 sec): 3 clusters
  Score: Raw -578859.683427 + Penalty 2892.501173 = -575967.182254
  nChanged 3
		SP:Iteration 40F (194207.330000 sec): 3 clusters
  Score: Raw -578860.339319 + Penalty 2892.501173 = -575967.838146
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 15 (7744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194207.450000 sec): 2 clusters
  Score: Raw -692358.037700 + Penalty 1455.134465 = -690902.903235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194207.650000 sec): 3 clusters
  Score: Raw -688111.820116 + Penalty 2910.268929 = -685201.551186
  nChanged 3265
		SP:Iteration 1F (194207.830000 sec): 3 clusters
  Score: Raw -689880.469851 + Penalty 2910.268929 = -686970.200921
  nChanged 479
		SP:Iteration 2F (194208.040000 sec): 3 clusters
  Score: Raw -690091.504644 + Penalty 2910.268929 = -687181.235714
  nChanged 369
		SP:Iteration 3Q (194208.220000 sec): 3 clusters
  Score: Raw -690232.235139 + Penalty 2910.268929 = -687321.966210
  nChanged 288
		SP:Iteration 4Q (194208.380000 sec): 3 clusters
  Score: Raw -690333.938057 + Penalty 2910.268929 = -687423.669127
  nChanged 226
		SP:Iteration 5Q (194208.590000 sec): 3 clusters
  Score: Raw -690408.503710 + Penalty 2910.268929 = -687498.234780
  nChanged 203
		SP:Iteration 6Q (194208.780000 sec): 3 clusters
  Score: Raw -690469.822935 + Penalty 2910.268929 = -687559.554006
  nChanged 151
		SP:Iteration 7Q (194208.970000 sec): 3 clusters
  Score: Raw -690512.835160 + Penalty 2910.268929 = -687602.566230
  nChanged 146
		SP:Iteration 8Q (194209.170000 sec): 3 clusters
  Score: Raw -690558.609959 + Penalty 2910.268929 = -687648.341029
  nChanged 134
		SP:Iteration 9Q (194209.370000 sec): 3 clusters
  Score: Raw -690598.855132 + Penalty 2910.268929 = -687688.586203
  nChanged 145
		SP:Iteration 10Q (194209.610000 sec): 3 clusters
  Score: Raw -690638.347312 + Penalty 2910.268929 = -687728.078383
  nChanged 120
		SP:Iteration 11Q (194209.780000 sec): 3 clusters
  Score: Raw -690674.487977 + Penalty 2910.268929 = -687764.219048
  nChanged 122
		SP:Iteration 12Q (194210.010000 sec): 3 clusters
  Score: Raw -690712.736001 + Penalty 2910.268929 = -687802.467072
  nChanged 120
		SP:Iteration 13Q (194210.220000 sec): 3 clusters
  Score: Raw -690749.986658 + Penalty 2910.268929 = -687839.717728
  nChanged 124
		SP:Iteration 14Q (194210.420000 sec): 3 clusters
  Score: Raw -690791.244029 + Penalty 2910.268929 = -687880.975099
  nChanged 136
		SP:Iteration 15Q (194210.630000 sec): 3 clusters
  Score: Raw -690845.858212 + Penalty 2910.268929 = -687935.589282
  nChanged 151
		SP:Iteration 16Q (194210.830000 sec): 3 clusters
  Score: Raw -690905.691625 + Penalty 2910.268929 = -687995.422696
  nChanged 171
		SP:Iteration 17Q (194211.010000 sec): 3 clusters
  Score: Raw -690982.699818 + Penalty 2910.268929 = -688072.430889
  nChanged 193
		SP:Iteration 18Q (194211.250000 sec): 3 clusters
  Score: Raw -691072.768830 + Penalty 2910.268929 = -688162.499901
  nChanged 198
		SP:Iteration 19Q (194211.420000 sec): 3 clusters
  Score: Raw -691172.533769 + Penalty 2910.268929 = -688262.264839
  nChanged 219
		SP:Iteration 20F (194211.630000 sec): 3 clusters
  Score: Raw -691288.412107 + Penalty 2910.268929 = -688378.143178
  nChanged 213
		SP:Iteration 21Q (194211.880000 sec): 3 clusters
  Score: Raw -691411.956469 + Penalty 2910.268929 = -688501.687540
  nChanged 237
		SP:Iteration 22Q (194212.030000 sec): 3 clusters
  Score: Raw -691553.717912 + Penalty 2910.268929 = -688643.448983
  nChanged 240
		SP:Iteration 23Q (194212.200000 sec): 3 clusters
  Score: Raw -691687.065834 + Penalty 2910.268929 = -688776.796905
  nChanged 204
		SP:Iteration 24Q (194212.380000 sec): 3 clusters
  Score: Raw -691814.755869 + Penalty 2910.268929 = -688904.486939
  nChanged 209
		SP:Iteration 25Q (194212.620000 sec): 3 clusters
  Score: Raw -691958.459252 + Penalty 2910.268929 = -689048.190322
  nChanged 168
		SP:Iteration 26Q (194212.810000 sec): 3 clusters
  Score: Raw -692086.067594 + Penalty 2910.268929 = -689175.798664
  nChanged 146
		SP:Iteration 27Q (194213.030000 sec): 3 clusters
  Score: Raw -692210.212165 + Penalty 2910.268929 = -689299.943236
  nChanged 132
		SP:Iteration 28Q (194213.190000 sec): 3 clusters
  Score: Raw -692308.257219 + Penalty 2910.268929 = -689397.988290
  nChanged 108
		SP:Iteration 29Q (194213.400000 sec): 3 clusters
  Score: Raw -692382.396520 + Penalty 2910.268929 = -689472.127590
  nChanged 65
		SP:Iteration 30Q (194213.620000 sec): 3 clusters
  Score: Raw -692424.071672 + Penalty 2910.268929 = -689513.802742
  nChanged 45
		SP:Iteration 31Q (194213.800000 sec): 3 clusters
  Score: Raw -692450.382240 + Penalty 2910.268929 = -689540.113310
  nChanged 33
		SP:Iteration 32Q (194214.010000 sec): 3 clusters
  Score: Raw -692469.640402 + Penalty 2910.268929 = -689559.371473
  nChanged 28
		SP:Iteration 33Q (194214.240000 sec): 3 clusters
  Score: Raw -692487.620859 + Penalty 2910.268929 = -689577.351930
  nChanged 26
		SP:Iteration 34Q (194214.380000 sec): 3 clusters
  Score: Raw -692503.525305 + Penalty 2910.268929 = -689593.256375
  nChanged 27
		SP:Iteration 35Q (194214.590000 sec): 3 clusters
  Score: Raw -692519.140479 + Penalty 2910.268929 = -689608.871550
  nChanged 20
		SP:Iteration 36Q (194214.810000 sec): 3 clusters
  Score: Raw -692533.370761 + Penalty 2910.268929 = -689623.101832
  nChanged 15
		SP:Iteration 37Q (194215.000000 sec): 3 clusters
  Score: Raw -692542.826203 + Penalty 2910.268929 = -689632.557273
  nChanged 17
		SP:Iteration 38Q (194215.180000 sec): 3 clusters
  Score: Raw -692552.644896 + Penalty 2910.268929 = -689642.375967
  nChanged 16
		SP:Iteration 39Q (194215.400000 sec): 3 clusters
  Score: Raw -692560.705190 + Penalty 2910.268929 = -689650.436260
  nChanged 11
		SP:Iteration 40F (194215.620000 sec): 3 clusters
  Score: Raw -692566.258657 + Penalty 2910.268929 = -689655.989727
  nChanged 9
		SP:Iteration 41Q (194215.830000 sec): 3 clusters
  Score: Raw -692571.285361 + Penalty 2910.268929 = -689661.016432
  nChanged 6
		SP:Iteration 42Q (194216.120000 sec): 3 clusters
  Score: Raw -692573.883658 + Penalty 2910.268929 = -689663.614729
  nChanged 5
		SP:Iteration 43Q (194216.360000 sec): 3 clusters
  Score: Raw -692576.279738 + Penalty 2910.268929 = -689666.010808
  nChanged 6
		SP:Iteration 44Q (194216.620000 sec): 3 clusters
  Score: Raw -692578.954141 + Penalty 2910.268929 = -689668.685212
  nChanged 5
		SP:Iteration 45Q (194216.820000 sec): 3 clusters
  Score: Raw -692580.596355 + Penalty 2910.268929 = -689670.327426
  nChanged 4
		SP:Iteration 46Q (194217.010000 sec): 3 clusters
  Score: Raw -692581.864435 + Penalty 2910.268929 = -689671.595506
  nChanged 2
		SP:Iteration 47Q (194217.270000 sec): 3 clusters
  Score: Raw -692583.201810 + Penalty 2910.268929 = -689672.932881
  nChanged 4
		SP:Iteration 48Q (194217.480000 sec): 3 clusters
  Score: Raw -692584.611941 + Penalty 2910.268929 = -689674.343012
  nChanged 3
		SP:Iteration 49Q (194217.660000 sec): 3 clusters
  Score: Raw -692585.508322 + Penalty 2910.268929 = -689675.239392
  nChanged 0
		SP:Iteration 50F (194217.900000 sec): 3 clusters
  Score: Raw -692585.508322 + Penalty 2910.268929 = -689675.239392
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 16 (181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194217.980000 sec): 2 clusters
  Score: Raw -12203.483227 + Penalty 844.755768 = -11358.727459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194218.150000 sec): 3 clusters
  Score: Raw -12330.499703 + Penalty 1689.511535 = -10640.988167
  nChanged 23
		SP:Iteration 1F (194218.330000 sec): 3 clusters
  Score: Raw -12422.666694 + Penalty 1689.511535 = -10733.155159
  nChanged 7
		SP:Iteration 2Q (194218.520000 sec): 3 clusters
  Score: Raw -12451.430115 + Penalty 1689.511535 = -10761.918580
  nChanged 4
		SP:Iteration 3Q (194218.720000 sec): 3 clusters
  Score: Raw -12467.845864 + Penalty 1689.511535 = -10778.334329
  nChanged 4
		SP:Iteration 4Q (194218.870000 sec): 3 clusters
  Score: Raw -12487.627552 + Penalty 1689.511535 = -10798.116017
  nChanged 3
		SP:Iteration 5Q (194219.020000 sec): 3 clusters
  Score: Raw -12493.670294 + Penalty 1689.511535 = -10804.158758
  nChanged 0
		SP:Iteration 6F (194219.180000 sec): 3 clusters
  Score: Raw -12493.670294 + Penalty 1689.511535 = -10804.158758
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 17 (11149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194219.300000 sec): 2 clusters
  Score: Raw -939653.690479 + Penalty 1514.354577 = -938139.335902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194219.550000 sec): 3 clusters
  Score: Raw -933223.160811 + Penalty 3028.709153 = -930194.451658
  nChanged 4909
		SP:Iteration 1F (194219.740000 sec): 3 clusters
  Score: Raw -935909.458350 + Penalty 3028.709153 = -932880.749196
  nChanged 733
		SP:Iteration 2F (194219.930000 sec): 3 clusters
  Score: Raw -936278.325801 + Penalty 3028.709153 = -933249.616648
  nChanged 659
		SP:Iteration 3F (194220.150000 sec): 3 clusters
  Score: Raw -936608.521354 + Penalty 3028.709153 = -933579.812201
  nChanged 610
		SP:Iteration 4F (194220.340000 sec): 3 clusters
  Score: Raw -936915.100928 + Penalty 3028.709153 = -933886.391775
  nChanged 545
		SP:Iteration 5Q (194220.580000 sec): 3 clusters
  Score: Raw -937207.377874 + Penalty 3028.709153 = -934178.668720
  nChanged 487
		SP:Iteration 6Q (194220.760000 sec): 3 clusters
  Score: Raw -937464.566185 + Penalty 3028.709153 = -934435.857032
  nChanged 437
		SP:Iteration 7Q (194220.970000 sec): 3 clusters
  Score: Raw -937707.257997 + Penalty 3028.709153 = -934678.548844
  nChanged 438
		SP:Iteration 8Q (194221.220000 sec): 3 clusters
  Score: Raw -937972.572607 + Penalty 3028.709153 = -934943.863454
  nChanged 381
		SP:Iteration 9Q (194221.460000 sec): 3 clusters
  Score: Raw -938204.802723 + Penalty 3028.709153 = -935176.093570
  nChanged 350
		SP:Iteration 10Q (194221.640000 sec): 3 clusters
  Score: Raw -938414.894702 + Penalty 3028.709153 = -935386.185549
  nChanged 331
		SP:Iteration 11Q (194221.920000 sec): 3 clusters
  Score: Raw -938595.888505 + Penalty 3028.709153 = -935567.179352
  nChanged 308
		SP:Iteration 12Q (194222.150000 sec): 3 clusters
  Score: Raw -938765.214734 + Penalty 3028.709153 = -935736.505581
  nChanged 275
		SP:Iteration 13Q (194222.370000 sec): 3 clusters
  Score: Raw -938887.795682 + Penalty 3028.709153 = -935859.086529
  nChanged 255
		SP:Iteration 14Q (194222.590000 sec): 3 clusters
  Score: Raw -939007.149840 + Penalty 3028.709153 = -935978.440687
  nChanged 216
		SP:Iteration 15Q (194222.780000 sec): 3 clusters
  Score: Raw -939114.776086 + Penalty 3028.709153 = -936086.066932
  nChanged 206
		SP:Iteration 16Q (194223.030000 sec): 3 clusters
  Score: Raw -939219.005272 + Penalty 3028.709153 = -936190.296119
  nChanged 210
		SP:Iteration 17Q (194223.210000 sec): 3 clusters
  Score: Raw -939318.562448 + Penalty 3028.709153 = -936289.853295
  nChanged 174
		SP:Iteration 18Q (194223.430000 sec): 3 clusters
  Score: Raw -939394.387695 + Penalty 3028.709153 = -936365.678542
  nChanged 145
		SP:Iteration 19Q (194223.690000 sec): 3 clusters
  Score: Raw -939460.309282 + Penalty 3028.709153 = -936431.600129
  nChanged 127
		SP:Iteration 20F (194223.900000 sec): 3 clusters
  Score: Raw -939510.115285 + Penalty 3028.709153 = -936481.406132
  nChanged 101
		SP:Iteration 21Q (194224.080000 sec): 3 clusters
  Score: Raw -939557.519857 + Penalty 3028.709153 = -936528.810704
  nChanged 101
		SP:Iteration 22Q (194224.320000 sec): 3 clusters
  Score: Raw -939608.865041 + Penalty 3028.709153 = -936580.155888
  nChanged 100
		SP:Iteration 23Q (194224.560000 sec): 3 clusters
  Score: Raw -939660.562934 + Penalty 3028.709153 = -936631.853781
  nChanged 94
		SP:Iteration 24Q (194224.790000 sec): 3 clusters
  Score: Raw -939707.430232 + Penalty 3028.709153 = -936678.721079
  nChanged 99
		SP:Iteration 25Q (194224.970000 sec): 3 clusters
  Score: Raw -939759.989290 + Penalty 3028.709153 = -936731.280137
  nChanged 84
		SP:Iteration 26Q (194225.230000 sec): 3 clusters
  Score: Raw -939801.665402 + Penalty 3028.709153 = -936772.956249
  nChanged 77
		SP:Iteration 27Q (194225.440000 sec): 3 clusters
  Score: Raw -939851.701605 + Penalty 3028.709153 = -936822.992452
  nChanged 89
		SP:Iteration 28Q (194225.650000 sec): 3 clusters
  Score: Raw -939897.508035 + Penalty 3028.709153 = -936868.798882
  nChanged 77
		SP:Iteration 29Q (194225.830000 sec): 3 clusters
  Score: Raw -939942.516727 + Penalty 3028.709153 = -936913.807573
  nChanged 59
		SP:Iteration 30Q (194226.030000 sec): 3 clusters
  Score: Raw -939972.502779 + Penalty 3028.709153 = -936943.793626
  nChanged 55
		SP:Iteration 31Q (194226.230000 sec): 3 clusters
  Score: Raw -939996.984018 + Penalty 3028.709153 = -936968.274864
  nChanged 36
		SP:Iteration 32Q (194226.440000 sec): 3 clusters
  Score: Raw -940011.638136 + Penalty 3028.709153 = -936982.928983
  nChanged 26
		SP:Iteration 33Q (194226.740000 sec): 3 clusters
  Score: Raw -940021.495009 + Penalty 3028.709153 = -936992.785856
  nChanged 25
		SP:Iteration 34Q (194226.980000 sec): 3 clusters
  Score: Raw -940032.331613 + Penalty 3028.709153 = -937003.622460
  nChanged 19
		SP:Iteration 35Q (194227.160000 sec): 3 clusters
  Score: Raw -940040.575044 + Penalty 3028.709153 = -937011.865891
  nChanged 19
		SP:Iteration 36Q (194227.370000 sec): 3 clusters
  Score: Raw -940048.944196 + Penalty 3028.709153 = -937020.235043
  nChanged 17
		SP:Iteration 37Q (194227.570000 sec): 3 clusters
  Score: Raw -940058.704337 + Penalty 3028.709153 = -937029.995184
  nChanged 18
		SP:Iteration 38Q (194227.810000 sec): 3 clusters
  Score: Raw -940067.500691 + Penalty 3028.709153 = -937038.791538
  nChanged 21
		SP:Iteration 39Q (194228.030000 sec): 3 clusters
  Score: Raw -940078.218823 + Penalty 3028.709153 = -937049.509670
  nChanged 26
		SP:Iteration 40F (194228.250000 sec): 3 clusters
  Score: Raw -940090.074661 + Penalty 3028.709153 = -937061.365508
  nChanged 21
		SP:Iteration 41Q (194228.440000 sec): 3 clusters
  Score: Raw -940099.950139 + Penalty 3028.709153 = -937071.240986
  nChanged 15
		SP:Iteration 42Q (194228.660000 sec): 3 clusters
  Score: Raw -940105.691251 + Penalty 3028.709153 = -937076.982098
  nChanged 18
		SP:Iteration 43Q (194228.910000 sec): 3 clusters
  Score: Raw -940114.510266 + Penalty 3028.709153 = -937085.801113
  nChanged 20
		SP:Iteration 44Q (194229.090000 sec): 3 clusters
  Score: Raw -940128.258856 + Penalty 3028.709153 = -937099.549703
  nChanged 25
		SP:Iteration 45Q (194229.310000 sec): 3 clusters
  Score: Raw -940141.461291 + Penalty 3028.709153 = -937112.752138
  nChanged 25
		SP:Iteration 46Q (194229.490000 sec): 3 clusters
  Score: Raw -940155.254279 + Penalty 3028.709153 = -937126.545126
  nChanged 21
		SP:Iteration 47Q (194229.710000 sec): 3 clusters
  Score: Raw -940165.470927 + Penalty 3028.709153 = -937136.761774
  nChanged 16
		SP:Iteration 48Q (194229.930000 sec): 3 clusters
  Score: Raw -940170.352418 + Penalty 3028.709153 = -937141.643264
  nChanged 6
		SP:Iteration 49Q (194230.130000 sec): 3 clusters
  Score: Raw -940172.283844 + Penalty 3028.709153 = -937143.574690
  nChanged 5
		SP:Iteration 50Q (194230.360000 sec): 3 clusters
  Score: Raw -940174.568112 + Penalty 3028.709153 = -937145.858959
  nChanged 7
		SP:Iteration 51Q (194230.580000 sec): 3 clusters
  Score: Raw -940176.837330 + Penalty 3028.709153 = -937148.128177
  nChanged 5
		SP:Iteration 52Q (194230.790000 sec): 3 clusters
  Score: Raw -940177.959055 + Penalty 3028.709153 = -937149.249902
  nChanged 3
		SP:Iteration 53Q (194231.030000 sec): 3 clusters
  Score: Raw -940179.251116 + Penalty 3028.709153 = -937150.541962
  nChanged 2
		SP:Iteration 54Q (194231.180000 sec): 3 clusters
  Score: Raw -940180.163130 + Penalty 3028.709153 = -937151.453977
  nChanged 2
		SP:Iteration 55Q (194231.410000 sec): 3 clusters
  Score: Raw -940180.846755 + Penalty 3028.709153 = -937152.137602
  nChanged 1
		SP:Iteration 56Q (194231.680000 sec): 3 clusters
  Score: Raw -940181.521646 + Penalty 3028.709153 = -937152.812493
  nChanged 2
		SP:Iteration 57Q (194231.840000 sec): 3 clusters
  Score: Raw -940182.502420 + Penalty 3028.709153 = -937153.793266
  nChanged 4
		SP:Iteration 58Q (194232.070000 sec): 3 clusters
  Score: Raw -940184.851876 + Penalty 3028.709153 = -937156.142723
  nChanged 6
		SP:Iteration 59Q (194232.290000 sec): 3 clusters
  Score: Raw -940187.876527 + Penalty 3028.709153 = -937159.167374
  nChanged 8
		SP:Iteration 60F (194232.540000 sec): 3 clusters
  Score: Raw -940192.449253 + Penalty 3028.709153 = -937163.740100
  nChanged 8
		SP:Iteration 61Q (194232.710000 sec): 3 clusters
  Score: Raw -940195.122004 + Penalty 3028.709153 = -937166.412850
  nChanged 2
		SP:Iteration 62Q (194232.920000 sec): 3 clusters
  Score: Raw -940196.070041 + Penalty 3028.709153 = -937167.360888
  nChanged 1
		SP:Iteration 63Q (194233.120000 sec): 3 clusters
  Score: Raw -940196.378589 + Penalty 3028.709153 = -937167.669436
  nChanged 0
		SP:Iteration 64F (194233.370000 sec): 3 clusters
  Score: Raw -940196.378589 + Penalty 3028.709153 = -937167.669436
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 18 (8797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194233.440000 sec): 2 clusters
  Score: Raw -680229.932826 + Penalty 1475.851980 = -678754.080846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194233.700000 sec): 3 clusters
  Score: Raw -675239.577312 + Penalty 2951.703961 = -672287.873352
  nChanged 3803
		SP:Iteration 1F (194233.860000 sec): 3 clusters
  Score: Raw -677506.210200 + Penalty 2951.703961 = -674554.506239
  nChanged 648
		SP:Iteration 2F (194234.090000 sec): 3 clusters
  Score: Raw -677926.616781 + Penalty 2951.703961 = -674974.912820
  nChanged 579
		SP:Iteration 3F (194234.260000 sec): 3 clusters
  Score: Raw -678351.259783 + Penalty 2951.703961 = -675399.555822
  nChanged 536
		SP:Iteration 4F (194234.420000 sec): 3 clusters
  Score: Raw -678712.780799 + Penalty 2951.703961 = -675761.076839
  nChanged 444
		SP:Iteration 5F (194234.640000 sec): 3 clusters
  Score: Raw -679052.025434 + Penalty 2951.703961 = -676100.321473
  nChanged 418
		SP:Iteration 6Q (194234.820000 sec): 3 clusters
  Score: Raw -679358.489400 + Penalty 2951.703961 = -676406.785440
  nChanged 393
		SP:Iteration 7Q (194235.040000 sec): 3 clusters
  Score: Raw -679629.417292 + Penalty 2951.703961 = -676677.713332
  nChanged 330
		SP:Iteration 8Q (194235.240000 sec): 3 clusters
  Score: Raw -679865.472782 + Penalty 2951.703961 = -676913.768821
  nChanged 271
		SP:Iteration 9Q (194235.400000 sec): 3 clusters
  Score: Raw -680080.069351 + Penalty 2951.703961 = -677128.365390
  nChanged 220
		SP:Iteration 10Q (194235.640000 sec): 3 clusters
  Score: Raw -680257.286169 + Penalty 2951.703961 = -677305.582208
  nChanged 177
		SP:Iteration 11Q (194235.850000 sec): 3 clusters
  Score: Raw -680415.820252 + Penalty 2951.703961 = -677464.116291
  nChanged 166
		SP:Iteration 12Q (194236.050000 sec): 3 clusters
  Score: Raw -680573.652435 + Penalty 2951.703961 = -677621.948475
  nChanged 116
		SP:Iteration 13Q (194236.250000 sec): 3 clusters
  Score: Raw -680652.595876 + Penalty 2951.703961 = -677700.891915
  nChanged 71
		SP:Iteration 14Q (194236.450000 sec): 3 clusters
  Score: Raw -680695.327741 + Penalty 2951.703961 = -677743.623780
  nChanged 51
		SP:Iteration 15Q (194236.620000 sec): 3 clusters
  Score: Raw -680737.949756 + Penalty 2951.703961 = -677786.245795
  nChanged 55
		SP:Iteration 16Q (194236.870000 sec): 3 clusters
  Score: Raw -680769.198998 + Penalty 2951.703961 = -677817.495038
  nChanged 35
		SP:Iteration 17Q (194237.050000 sec): 3 clusters
  Score: Raw -680788.189279 + Penalty 2951.703961 = -677836.485318
  nChanged 27
		SP:Iteration 18Q (194237.260000 sec): 3 clusters
  Score: Raw -680798.908094 + Penalty 2951.703961 = -677847.204133
  nChanged 17
		SP:Iteration 19Q (194237.500000 sec): 3 clusters
  Score: Raw -680807.121281 + Penalty 2951.703961 = -677855.417320
  nChanged 12
		SP:Iteration 20F (194237.700000 sec): 3 clusters
  Score: Raw -680813.555662 + Penalty 2951.703961 = -677861.851701
  nChanged 12
		SP:Iteration 21Q (194237.900000 sec): 3 clusters
  Score: Raw -680819.019221 + Penalty 2951.703961 = -677867.315261
  nChanged 10
		SP:Iteration 22Q (194238.120000 sec): 3 clusters
  Score: Raw -680821.917601 + Penalty 2951.703961 = -677870.213640
  nChanged 8
		SP:Iteration 23Q (194238.320000 sec): 3 clusters
  Score: Raw -680823.940408 + Penalty 2951.703961 = -677872.236447
  nChanged 3
		SP:Iteration 24Q (194238.530000 sec): 3 clusters
  Score: Raw -680825.203524 + Penalty 2951.703961 = -677873.499564
  nChanged 3
		SP:Iteration 25Q (194238.700000 sec): 3 clusters
  Score: Raw -680826.419349 + Penalty 2951.703961 = -677874.715389
  nChanged 3
		SP:Iteration 26Q (194238.890000 sec): 3 clusters
  Score: Raw -680827.335966 + Penalty 2951.703961 = -677875.632005
  nChanged 3
		SP:Iteration 27Q (194239.080000 sec): 3 clusters
  Score: Raw -680828.154261 + Penalty 2951.703961 = -677876.450300
  nChanged 0
		SP:Iteration 28F (194239.280000 sec): 3 clusters
  Score: Raw -680828.154261 + Penalty 2951.703961 = -677876.450300
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 19 (171189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194239.970000 sec): 2 clusters
  Score: Raw -14795059.974841 + Penalty 1958.210067 = -14793101.764774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194240.890000 sec): 3 clusters
  Score: Raw -14682070.480754 + Penalty 3916.420134 = -14678154.060621
  nChanged 82667
		SP:Iteration 1F (194241.750000 sec): 3 clusters
  Score: Raw -14730864.363227 + Penalty 3916.420134 = -14726947.943093
  nChanged 4524
		SP:Iteration 2Q (194242.720000 sec): 3 clusters
  Score: Raw -14731739.528943 + Penalty 3916.420134 = -14727823.108809
  nChanged 4755
		SP:Iteration 3Q (194243.770000 sec): 3 clusters
  Score: Raw -14732760.002535 + Penalty 3916.420134 = -14728843.582401
  nChanged 5111
		SP:Iteration 4Q (194244.780000 sec): 3 clusters
  Score: Raw -14734031.275826 + Penalty 3916.420134 = -14730114.855692
  nChanged 5619
		SP:Iteration 5Q (194245.830000 sec): 3 clusters
  Score: Raw -14735629.839655 + Penalty 3916.420134 = -14731713.419521
  nChanged 6369
		SP:Iteration 6Q (194246.850000 sec): 3 clusters
  Score: Raw -14737835.015219 + Penalty 3916.420134 = -14733918.595086
  nChanged 7395
		SP:Iteration 7Q (194247.840000 sec): 3 clusters
  Score: Raw -14741000.054393 + Penalty 3916.420134 = -14737083.634259
  nChanged 8534
		SP:Iteration 8Q (194248.700000 sec): 3 clusters
  Score: Raw -14745492.527347 + Penalty 3916.420134 = -14741576.107214
  nChanged 9722
		SP:Iteration 9F (194249.660000 sec): 3 clusters
  Score: Raw -14751814.652022 + Penalty 3916.420134 = -14747898.231888
  nChanged 10149
		SP:Iteration 10F (194250.610000 sec): 3 clusters
  Score: Raw -14759421.927136 + Penalty 3916.420134 = -14755505.507003
  nChanged 9289
		SP:Iteration 11F (194251.620000 sec): 3 clusters
  Score: Raw -14766336.929374 + Penalty 3916.420134 = -14762420.509240
  nChanged 7519
		SP:Iteration 12Q (194252.520000 sec): 3 clusters
  Score: Raw -14771062.411122 + Penalty 3916.420134 = -14767145.990989
  nChanged 5473
		SP:Iteration 13Q (194253.430000 sec): 3 clusters
  Score: Raw -14773860.859308 + Penalty 3916.420134 = -14769944.439174
  nChanged 4376
		SP:Iteration 14Q (194254.320000 sec): 3 clusters
  Score: Raw -14776015.295226 + Penalty 3916.420134 = -14772098.875093
  nChanged 3997
		SP:Iteration 15Q (194255.260000 sec): 3 clusters
  Score: Raw -14777980.072162 + Penalty 3916.420134 = -14774063.652028
  nChanged 3890
		SP:Iteration 16Q (194256.060000 sec): 3 clusters
  Score: Raw -14779981.826137 + Penalty 3916.420134 = -14776065.406003
  nChanged 3698
		SP:Iteration 17Q (194257.030000 sec): 3 clusters
  Score: Raw -14781988.938883 + Penalty 3916.420134 = -14778072.518750
  nChanged 3485
		SP:Iteration 18Q (194257.850000 sec): 3 clusters
  Score: Raw -14784034.696363 + Penalty 3916.420134 = -14780118.276229
  nChanged 3254
		SP:Iteration 19Q (194258.820000 sec): 3 clusters
  Score: Raw -14786055.760994 + Penalty 3916.420134 = -14782139.340861
  nChanged 2904
		SP:Iteration 20F (194259.700000 sec): 3 clusters
  Score: Raw -14787953.601071 + Penalty 3916.420134 = -14784037.180937
  nChanged 2542
		SP:Iteration 21Q (194260.620000 sec): 3 clusters
  Score: Raw -14789730.192074 + Penalty 3916.420134 = -14785813.771940
  nChanged 2155
		SP:Iteration 22Q (194261.560000 sec): 3 clusters
  Score: Raw -14791301.778779 + Penalty 3916.420134 = -14787385.358645
  nChanged 1723
		SP:Iteration 23Q (194262.380000 sec): 3 clusters
  Score: Raw -14792600.500061 + Penalty 3916.420134 = -14788684.079928
  nChanged 1285
		SP:Iteration 24Q (194263.180000 sec): 3 clusters
  Score: Raw -14793598.167613 + Penalty 3916.420134 = -14789681.747479
  nChanged 865
		SP:Iteration 25Q (194264.010000 sec): 3 clusters
  Score: Raw -14794279.261059 + Penalty 3916.420134 = -14790362.840925
  nChanged 569
		SP:Iteration 26Q (194264.830000 sec): 3 clusters
  Score: Raw -14794708.835623 + Penalty 3916.420134 = -14790792.415489
  nChanged 321
		SP:Iteration 27Q (194265.730000 sec): 3 clusters
  Score: Raw -14794938.723801 + Penalty 3916.420134 = -14791022.303667
  nChanged 209
		SP:Iteration 28Q (194266.560000 sec): 3 clusters
  Score: Raw -14795101.998131 + Penalty 3916.420134 = -14791185.577997
  nChanged 158
		SP:Iteration 29Q (194267.610000 sec): 3 clusters
  Score: Raw -14795202.764214 + Penalty 3916.420134 = -14791286.344080
  nChanged 104
		SP:Iteration 30Q (194268.370000 sec): 3 clusters
  Score: Raw -14795262.455341 + Penalty 3916.420134 = -14791346.035207
  nChanged 74
		SP:Iteration 31Q (194269.300000 sec): 3 clusters
  Score: Raw -14795304.827742 + Penalty 3916.420134 = -14791388.407608
  nChanged 49
		SP:Iteration 32Q (194270.140000 sec): 3 clusters
  Score: Raw -14795332.270610 + Penalty 3916.420134 = -14791415.850476
  nChanged 35
		SP:Iteration 33Q (194271.050000 sec): 3 clusters
  Score: Raw -14795350.820280 + Penalty 3916.420134 = -14791434.400147
  nChanged 27
		SP:Iteration 34Q (194271.890000 sec): 3 clusters
  Score: Raw -14795365.038416 + Penalty 3916.420134 = -14791448.618282
  nChanged 23
		SP:Iteration 35Q (194272.790000 sec): 3 clusters
  Score: Raw -14795377.453558 + Penalty 3916.420134 = -14791461.033424
  nChanged 16
		SP:Iteration 36Q (194273.700000 sec): 3 clusters
  Score: Raw -14795385.970339 + Penalty 3916.420134 = -14791469.550205
  nChanged 18
		SP:Iteration 37Q (194274.530000 sec): 3 clusters
  Score: Raw -14795396.193055 + Penalty 3916.420134 = -14791479.772921
  nChanged 19
		SP:Iteration 38Q (194275.350000 sec): 3 clusters
  Score: Raw -14795409.432265 + Penalty 3916.420134 = -14791493.012131
  nChanged 24
		SP:Iteration 39Q (194276.140000 sec): 3 clusters
  Score: Raw -14795422.794646 + Penalty 3916.420134 = -14791506.374512
  nChanged 19
		SP:Iteration 40F (194277.160000 sec): 3 clusters
  Score: Raw -14795433.162736 + Penalty 3916.420134 = -14791516.742602
  nChanged 10
		SP:Iteration 41Q (194277.950000 sec): 3 clusters
  Score: Raw -14795438.409857 + Penalty 3916.420134 = -14791521.989723
  nChanged 12
		SP:Iteration 42Q (194278.740000 sec): 3 clusters
  Score: Raw -14795443.380324 + Penalty 3916.420134 = -14791526.960190
  nChanged 10
		SP:Iteration 43Q (194279.500000 sec): 3 clusters
  Score: Raw -14795448.794294 + Penalty 3916.420134 = -14791532.374160
  nChanged 6
		SP:Iteration 44Q (194280.230000 sec): 3 clusters
  Score: Raw -14795452.810890 + Penalty 3916.420134 = -14791536.390756
  nChanged 12
		SP:Iteration 45Q (194281.200000 sec): 3 clusters
  Score: Raw -14795458.899846 + Penalty 3916.420134 = -14791542.479713
  nChanged 4
		SP:Iteration 46Q (194282.060000 sec): 3 clusters
  Score: Raw -14795460.361773 + Penalty 3916.420134 = -14791543.941639
  nChanged 6
		SP:Iteration 47Q (194282.920000 sec): 3 clusters
  Score: Raw -14795463.078707 + Penalty 3916.420134 = -14791546.658574
  nChanged 9
		SP:Iteration 48Q (194283.710000 sec): 3 clusters
  Score: Raw -14795467.238994 + Penalty 3916.420134 = -14791550.818860
  nChanged 3
		SP:Iteration 49Q (194284.610000 sec): 3 clusters
  Score: Raw -14795468.076943 + Penalty 3916.420134 = -14791551.656810
  nChanged 0
		SP:Iteration 50F (194285.560000 sec): 3 clusters
  Score: Raw -14795468.076943 + Penalty 3916.420134 = -14791551.656810
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 20 (15519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194285.730000 sec): 2 clusters
  Score: Raw -1335330.105090 + Penalty 1568.095808 = -1333762.009282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194285.950000 sec): 3 clusters
  Score: Raw -1326183.632937 + Penalty 3136.191617 = -1323047.441321
  nChanged 6902
		SP:Iteration 1F (194286.170000 sec): 3 clusters
  Score: Raw -1329962.519524 + Penalty 3136.191617 = -1326826.327908
  nChanged 970
		SP:Iteration 2F (194286.350000 sec): 3 clusters
  Score: Raw -1330425.568699 + Penalty 3136.191617 = -1327289.377083
  nChanged 929
		SP:Iteration 3F (194286.580000 sec): 3 clusters
  Score: Raw -1330869.815683 + Penalty 3136.191617 = -1327733.624066
  nChanged 897
		SP:Iteration 4F (194286.850000 sec): 3 clusters
  Score: Raw -1331337.026533 + Penalty 3136.191617 = -1328200.834917
  nChanged 871
		SP:Iteration 5F (194287.100000 sec): 3 clusters
  Score: Raw -1331824.895003 + Penalty 3136.191617 = -1328688.703387
  nChanged 851
		SP:Iteration 6F (194287.330000 sec): 3 clusters
  Score: Raw -1332267.395760 + Penalty 3136.191617 = -1329131.204144
  nChanged 743
		SP:Iteration 7Q (194287.600000 sec): 3 clusters
  Score: Raw -1332645.523922 + Penalty 3136.191617 = -1329509.332306
  nChanged 669
		SP:Iteration 8Q (194287.790000 sec): 3 clusters
  Score: Raw -1332963.944374 + Penalty 3136.191617 = -1329827.752758
  nChanged 554
		SP:Iteration 9Q (194288.090000 sec): 3 clusters
  Score: Raw -1333202.370358 + Penalty 3136.191617 = -1330066.178741
  nChanged 456
		SP:Iteration 10Q (194288.300000 sec): 3 clusters
  Score: Raw -1333392.602488 + Penalty 3136.191617 = -1330256.410871
  nChanged 401
		SP:Iteration 11Q (194288.580000 sec): 3 clusters
  Score: Raw -1333570.831277 + Penalty 3136.191617 = -1330434.639661
  nChanged 343
		SP:Iteration 12Q (194288.780000 sec): 3 clusters
  Score: Raw -1333718.178115 + Penalty 3136.191617 = -1330581.986498
  nChanged 273
		SP:Iteration 13Q (194289.030000 sec): 3 clusters
  Score: Raw -1333844.042308 + Penalty 3136.191617 = -1330707.850691
  nChanged 262
		SP:Iteration 14Q (194289.280000 sec): 3 clusters
  Score: Raw -1333955.448672 + Penalty 3136.191617 = -1330819.257055
  nChanged 238
		SP:Iteration 15Q (194289.500000 sec): 3 clusters
  Score: Raw -1334062.025667 + Penalty 3136.191617 = -1330925.834050
  nChanged 246
		SP:Iteration 16Q (194289.800000 sec): 3 clusters
  Score: Raw -1334158.277492 + Penalty 3136.191617 = -1331022.085875
  nChanged 242
		SP:Iteration 17Q (194290.020000 sec): 3 clusters
  Score: Raw -1334248.765355 + Penalty 3136.191617 = -1331112.573739
  nChanged 238
		SP:Iteration 18Q (194290.240000 sec): 3 clusters
  Score: Raw -1334340.281936 + Penalty 3136.191617 = -1331204.090320
  nChanged 238
		SP:Iteration 19Q (194290.490000 sec): 3 clusters
  Score: Raw -1334431.202779 + Penalty 3136.191617 = -1331295.011163
  nChanged 230
		SP:Iteration 20F (194290.760000 sec): 3 clusters
  Score: Raw -1334520.060784 + Penalty 3136.191617 = -1331383.869167
  nChanged 255
		SP:Iteration 21Q (194291.020000 sec): 3 clusters
  Score: Raw -1334612.497241 + Penalty 3136.191617 = -1331476.305624
  nChanged 208
		SP:Iteration 22Q (194291.330000 sec): 3 clusters
  Score: Raw -1334689.899529 + Penalty 3136.191617 = -1331553.707913
  nChanged 197
		SP:Iteration 23Q (194291.570000 sec): 3 clusters
  Score: Raw -1334767.900256 + Penalty 3136.191617 = -1331631.708640
  nChanged 206
		SP:Iteration 24Q (194291.830000 sec): 3 clusters
  Score: Raw -1334847.660390 + Penalty 3136.191617 = -1331711.468773
  nChanged 189
		SP:Iteration 25Q (194292.060000 sec): 3 clusters
  Score: Raw -1334918.403910 + Penalty 3136.191617 = -1331782.212293
  nChanged 161
		SP:Iteration 26Q (194292.300000 sec): 3 clusters
  Score: Raw -1334979.690782 + Penalty 3136.191617 = -1331843.499166
  nChanged 180
		SP:Iteration 27Q (194292.510000 sec): 3 clusters
  Score: Raw -1335050.708761 + Penalty 3136.191617 = -1331914.517145
  nChanged 174
		SP:Iteration 28Q (194292.770000 sec): 3 clusters
  Score: Raw -1335116.929668 + Penalty 3136.191617 = -1331980.738051
  nChanged 142
		SP:Iteration 29Q (194293.000000 sec): 3 clusters
  Score: Raw -1335165.972886 + Penalty 3136.191617 = -1332029.781269
  nChanged 134
		SP:Iteration 30Q (194293.220000 sec): 3 clusters
  Score: Raw -1335214.303267 + Penalty 3136.191617 = -1332078.111651
  nChanged 115
		SP:Iteration 31Q (194293.500000 sec): 3 clusters
  Score: Raw -1335257.287548 + Penalty 3136.191617 = -1332121.095932
  nChanged 104
		SP:Iteration 32Q (194293.720000 sec): 3 clusters
  Score: Raw -1335301.143870 + Penalty 3136.191617 = -1332164.952253
  nChanged 118
		SP:Iteration 33Q (194293.960000 sec): 3 clusters
  Score: Raw -1335343.401263 + Penalty 3136.191617 = -1332207.209646
  nChanged 89
		SP:Iteration 34Q (194294.230000 sec): 3 clusters
  Score: Raw -1335371.011437 + Penalty 3136.191617 = -1332234.819820
  nChanged 83
		SP:Iteration 35Q (194294.470000 sec): 3 clusters
  Score: Raw -1335397.253401 + Penalty 3136.191617 = -1332261.061785
  nChanged 71
		SP:Iteration 36Q (194294.690000 sec): 3 clusters
  Score: Raw -1335420.156257 + Penalty 3136.191617 = -1332283.964640
  nChanged 73
		SP:Iteration 37Q (194294.950000 sec): 3 clusters
  Score: Raw -1335445.331157 + Penalty 3136.191617 = -1332309.139541
  nChanged 71
		SP:Iteration 38Q (194295.200000 sec): 3 clusters
  Score: Raw -1335467.259850 + Penalty 3136.191617 = -1332331.068233
  nChanged 67
		SP:Iteration 39Q (194295.390000 sec): 3 clusters
  Score: Raw -1335489.887686 + Penalty 3136.191617 = -1332353.696069
  nChanged 65
		SP:Iteration 40F (194295.650000 sec): 3 clusters
  Score: Raw -1335511.679259 + Penalty 3136.191617 = -1332375.487643
  nChanged 47
		SP:Iteration 41Q (194295.880000 sec): 3 clusters
  Score: Raw -1335527.764081 + Penalty 3136.191617 = -1332391.572464
  nChanged 45
		SP:Iteration 42Q (194296.090000 sec): 3 clusters
  Score: Raw -1335544.243695 + Penalty 3136.191617 = -1332408.052078
  nChanged 43
		SP:Iteration 43Q (194296.330000 sec): 3 clusters
  Score: Raw -1335557.744956 + Penalty 3136.191617 = -1332421.553339
  nChanged 40
		SP:Iteration 44Q (194296.530000 sec): 3 clusters
  Score: Raw -1335569.550683 + Penalty 3136.191617 = -1332433.359067
  nChanged 33
		SP:Iteration 45Q (194296.740000 sec): 3 clusters
  Score: Raw -1335577.672643 + Penalty 3136.191617 = -1332441.481027
  nChanged 25
		SP:Iteration 46Q (194296.960000 sec): 3 clusters
  Score: Raw -1335584.435897 + Penalty 3136.191617 = -1332448.244280
  nChanged 30
		SP:Iteration 47Q (194297.200000 sec): 3 clusters
  Score: Raw -1335594.095081 + Penalty 3136.191617 = -1332457.903464
  nChanged 27
		SP:Iteration 48Q (194297.450000 sec): 3 clusters
  Score: Raw -1335605.348950 + Penalty 3136.191617 = -1332469.157334
  nChanged 21
		SP:Iteration 49Q (194297.680000 sec): 3 clusters
  Score: Raw -1335611.020621 + Penalty 3136.191617 = -1332474.829004
  nChanged 23
		SP:Iteration 50Q (194297.880000 sec): 3 clusters
  Score: Raw -1335617.432070 + Penalty 3136.191617 = -1332481.240454
  nChanged 21
		SP:Iteration 51Q (194298.100000 sec): 3 clusters
  Score: Raw -1335624.725463 + Penalty 3136.191617 = -1332488.533846
  nChanged 20
		SP:Iteration 52Q (194298.320000 sec): 3 clusters
  Score: Raw -1335631.940359 + Penalty 3136.191617 = -1332495.748742
  nChanged 20
		SP:Iteration 53Q (194298.500000 sec): 3 clusters
  Score: Raw -1335637.668156 + Penalty 3136.191617 = -1332501.476540
  nChanged 19
		SP:Iteration 54Q (194298.730000 sec): 3 clusters
  Score: Raw -1335643.125780 + Penalty 3136.191617 = -1332506.934163
  nChanged 17
		SP:Iteration 55Q (194298.970000 sec): 3 clusters
  Score: Raw -1335648.401467 + Penalty 3136.191617 = -1332512.209850
  nChanged 19
		SP:Iteration 56Q (194299.170000 sec): 3 clusters
  Score: Raw -1335655.322682 + Penalty 3136.191617 = -1332519.131065
  nChanged 18
		SP:Iteration 57Q (194299.410000 sec): 3 clusters
  Score: Raw -1335659.985312 + Penalty 3136.191617 = -1332523.793695
  nChanged 7
		SP:Iteration 58Q (194299.660000 sec): 3 clusters
  Score: Raw -1335661.559158 + Penalty 3136.191617 = -1332525.367541
  nChanged 2
		SP:Iteration 59Q (194299.880000 sec): 3 clusters
  Score: Raw -1335661.714224 + Penalty 3136.191617 = -1332525.522608
  nChanged 1
		SP:Iteration 60F (194300.090000 sec): 3 clusters
  Score: Raw -1335661.808924 + Penalty 3136.191617 = -1332525.617307
  nChanged 2
		SP:Iteration 61Q (194300.360000 sec): 3 clusters
  Score: Raw -1335661.963589 + Penalty 3136.191617 = -1332525.771972
  nChanged 0
		SP:Iteration 62F (194300.550000 sec): 3 clusters
  Score: Raw -1335661.963589 + Penalty 3136.191617 = -1332525.771972
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 21 (4788 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194300.680000 sec): 2 clusters
  Score: Raw -407442.424256 + Penalty 1377.003561 = -406065.420695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194300.890000 sec): 3 clusters
  Score: Raw -404999.751115 + Penalty 2754.007122 = -402245.743993
  nChanged 1884
		SP:Iteration 1F (194301.030000 sec): 3 clusters
  Score: Raw -406029.102942 + Penalty 2754.007122 = -403275.095820
  nChanged 306
		SP:Iteration 2F (194301.280000 sec): 3 clusters
  Score: Raw -406175.243046 + Penalty 2754.007122 = -403421.235924
  nChanged 232
		SP:Iteration 3Q (194301.420000 sec): 3 clusters
  Score: Raw -406301.008717 + Penalty 2754.007122 = -403547.001595
  nChanged 227
		SP:Iteration 4Q (194301.610000 sec): 3 clusters
  Score: Raw -406417.700814 + Penalty 2754.007122 = -403663.693692
  nChanged 183
		SP:Iteration 5Q (194301.840000 sec): 3 clusters
  Score: Raw -406509.656071 + Penalty 2754.007122 = -403755.648950
  nChanged 189
		SP:Iteration 6Q (194302.040000 sec): 3 clusters
  Score: Raw -406604.508852 + Penalty 2754.007122 = -403850.501731
  nChanged 185
		SP:Iteration 7Q (194302.170000 sec): 3 clusters
  Score: Raw -406704.106582 + Penalty 2754.007122 = -403950.099460
  nChanged 182
		SP:Iteration 8Q (194302.390000 sec): 3 clusters
  Score: Raw -406825.621080 + Penalty 2754.007122 = -404071.613958
  nChanged 194
		SP:Iteration 9Q (194302.550000 sec): 3 clusters
  Score: Raw -406968.935580 + Penalty 2754.007122 = -404214.928458
  nChanged 179
		SP:Iteration 10Q (194302.750000 sec): 3 clusters
  Score: Raw -407110.713949 + Penalty 2754.007122 = -404356.706827
  nChanged 162
		SP:Iteration 11Q (194302.950000 sec): 3 clusters
  Score: Raw -407237.559264 + Penalty 2754.007122 = -404483.552143
  nChanged 136
		SP:Iteration 12Q (194303.140000 sec): 3 clusters
  Score: Raw -407334.176452 + Penalty 2754.007122 = -404580.169330
  nChanged 112
		SP:Iteration 13Q (194303.290000 sec): 3 clusters
  Score: Raw -407403.832380 + Penalty 2754.007122 = -404649.825259
  nChanged 81
		SP:Iteration 14Q (194303.480000 sec): 3 clusters
  Score: Raw -407465.048418 + Penalty 2754.007122 = -404711.041296
  nChanged 83
		SP:Iteration 15Q (194303.680000 sec): 3 clusters
  Score: Raw -407521.470839 + Penalty 2754.007122 = -404767.463718
  nChanged 56
		SP:Iteration 16Q (194303.850000 sec): 3 clusters
  Score: Raw -407552.199123 + Penalty 2754.007122 = -404798.192002
  nChanged 47
		SP:Iteration 17Q (194304.050000 sec): 3 clusters
  Score: Raw -407580.125298 + Penalty 2754.007122 = -404826.118176
  nChanged 45
		SP:Iteration 18Q (194304.270000 sec): 3 clusters
  Score: Raw -407604.366405 + Penalty 2754.007122 = -404850.359283
  nChanged 29
		SP:Iteration 19Q (194304.460000 sec): 3 clusters
  Score: Raw -407620.262905 + Penalty 2754.007122 = -404866.255783
  nChanged 20
		SP:Iteration 20F (194304.670000 sec): 3 clusters
  Score: Raw -407631.136138 + Penalty 2754.007122 = -404877.129016
  nChanged 24
		SP:Iteration 21Q (194304.830000 sec): 3 clusters
  Score: Raw -407642.531929 + Penalty 2754.007122 = -404888.524807
  nChanged 17
		SP:Iteration 22Q (194304.990000 sec): 3 clusters
  Score: Raw -407652.313238 + Penalty 2754.007122 = -404898.306116
  nChanged 22
		SP:Iteration 23Q (194305.200000 sec): 3 clusters
  Score: Raw -407666.540051 + Penalty 2754.007122 = -404912.532929
  nChanged 16
		SP:Iteration 24Q (194305.380000 sec): 3 clusters
  Score: Raw -407674.782451 + Penalty 2754.007122 = -404920.775329
  nChanged 14
		SP:Iteration 25Q (194305.580000 sec): 3 clusters
  Score: Raw -407681.330429 + Penalty 2754.007122 = -404927.323307
  nChanged 10
		SP:Iteration 26Q (194305.750000 sec): 3 clusters
  Score: Raw -407686.365013 + Penalty 2754.007122 = -404932.357891
  nChanged 9
		SP:Iteration 27Q (194305.980000 sec): 3 clusters
  Score: Raw -407689.084638 + Penalty 2754.007122 = -404935.077516
  nChanged 3
		SP:Iteration 28Q (194306.160000 sec): 3 clusters
  Score: Raw -407690.864527 + Penalty 2754.007122 = -404936.857405
  nChanged 4
		SP:Iteration 29Q (194306.340000 sec): 3 clusters
  Score: Raw -407693.824980 + Penalty 2754.007122 = -404939.817858
  nChanged 6
		SP:Iteration 30Q (194306.500000 sec): 3 clusters
  Score: Raw -407696.617161 + Penalty 2754.007122 = -404942.610039
  nChanged 4
		SP:Iteration 31Q (194306.680000 sec): 3 clusters
  Score: Raw -407697.775204 + Penalty 2754.007122 = -404943.768083
  nChanged 2
		SP:Iteration 32Q (194306.860000 sec): 3 clusters
  Score: Raw -407699.645803 + Penalty 2754.007122 = -404945.638682
  nChanged 5
		SP:Iteration 33Q (194307.080000 sec): 3 clusters
  Score: Raw -407702.886519 + Penalty 2754.007122 = -404948.879398
  nChanged 3
		SP:Iteration 34Q (194307.230000 sec): 3 clusters
  Score: Raw -407704.582957 + Penalty 2754.007122 = -404950.575836
  nChanged 4
		SP:Iteration 35Q (194307.420000 sec): 3 clusters
  Score: Raw -407707.311709 + Penalty 2754.007122 = -404953.304588
  nChanged 5
		SP:Iteration 36Q (194307.640000 sec): 3 clusters
  Score: Raw -407711.469072 + Penalty 2754.007122 = -404957.461950
  nChanged 3
		SP:Iteration 37Q (194307.790000 sec): 3 clusters
  Score: Raw -407715.216158 + Penalty 2754.007122 = -404961.209037
  nChanged 6
		SP:Iteration 38Q (194307.980000 sec): 3 clusters
  Score: Raw -407720.188199 + Penalty 2754.007122 = -404966.181078
  nChanged 8
		SP:Iteration 39Q (194308.140000 sec): 3 clusters
  Score: Raw -407725.417581 + Penalty 2754.007122 = -404971.410459
  nChanged 8
		SP:Iteration 40F (194308.340000 sec): 3 clusters
  Score: Raw -407730.229444 + Penalty 2754.007122 = -404976.222322
  nChanged 7
		SP:Iteration 41Q (194308.550000 sec): 3 clusters
  Score: Raw -407734.509244 + Penalty 2754.007122 = -404980.502122
  nChanged 5
		SP:Iteration 42Q (194308.700000 sec): 3 clusters
  Score: Raw -407737.117279 + Penalty 2754.007122 = -404983.110157
  nChanged 1
		SP:Iteration 43Q (194308.900000 sec): 3 clusters
  Score: Raw -407738.226717 + Penalty 2754.007122 = -404984.219596
  nChanged 1
		SP:Iteration 44Q (194309.040000 sec): 3 clusters
  Score: Raw -407738.840074 + Penalty 2754.007122 = -404984.832952
  nChanged 1
		SP:Iteration 45Q (194309.240000 sec): 3 clusters
  Score: Raw -407739.652818 + Penalty 2754.007122 = -404985.645697
  nChanged 1
		SP:Iteration 46Q (194309.400000 sec): 3 clusters
  Score: Raw -407740.835518 + Penalty 2754.007122 = -404986.828396
  nChanged 2
		SP:Iteration 47Q (194309.580000 sec): 3 clusters
  Score: Raw -407742.012411 + Penalty 2754.007122 = -404988.005289
  nChanged 2
		SP:Iteration 48Q (194309.760000 sec): 3 clusters
  Score: Raw -407743.142323 + Penalty 2754.007122 = -404989.135201
  nChanged 3
		SP:Iteration 49Q (194309.970000 sec): 3 clusters
  Score: Raw -407745.756192 + Penalty 2754.007122 = -404991.749071
  nChanged 4
		SP:Iteration 50Q (194310.150000 sec): 3 clusters
  Score: Raw -407748.156371 + Penalty 2754.007122 = -404994.149250
  nChanged 0
		SP:Iteration 51F (194310.350000 sec): 3 clusters
  Score: Raw -407748.156371 + Penalty 2754.007122 = -404994.149250
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 22 (13972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194310.520000 sec): 2 clusters
  Score: Raw -1213036.230956 + Penalty 1551.031723 = -1211485.199233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194310.720000 sec): 3 clusters
  Score: Raw -1204822.413964 + Penalty 3102.063447 = -1201720.350517
  nChanged 6218
		SP:Iteration 1F (194310.930000 sec): 3 clusters
  Score: Raw -1208153.693782 + Penalty 3102.063447 = -1205051.630335
  nChanged 852
		SP:Iteration 2F (194311.170000 sec): 3 clusters
  Score: Raw -1208546.702508 + Penalty 3102.063447 = -1205444.639061
  nChanged 810
		SP:Iteration 3F (194311.390000 sec): 3 clusters
  Score: Raw -1208944.480721 + Penalty 3102.063447 = -1205842.417275
  nChanged 791
		SP:Iteration 4F (194311.610000 sec): 3 clusters
  Score: Raw -1209348.144415 + Penalty 3102.063447 = -1206246.080968
  nChanged 776
		SP:Iteration 5F (194311.790000 sec): 3 clusters
  Score: Raw -1209767.481950 + Penalty 3102.063447 = -1206665.418503
  nChanged 745
		SP:Iteration 6F (194311.980000 sec): 3 clusters
  Score: Raw -1210202.291607 + Penalty 3102.063447 = -1207100.228160
  nChanged 698
		SP:Iteration 7Q (194312.240000 sec): 3 clusters
  Score: Raw -1210586.212209 + Penalty 3102.063447 = -1207484.148762
  nChanged 621
		SP:Iteration 8Q (194312.440000 sec): 3 clusters
  Score: Raw -1210916.835498 + Penalty 3102.063447 = -1207814.772051
  nChanged 540
		SP:Iteration 9Q (194312.660000 sec): 3 clusters
  Score: Raw -1211211.256610 + Penalty 3102.063447 = -1208109.193163
  nChanged 518
		SP:Iteration 10Q (194312.870000 sec): 3 clusters
  Score: Raw -1211509.366067 + Penalty 3102.063447 = -1208407.302620
  nChanged 481
		SP:Iteration 11Q (194313.100000 sec): 3 clusters
  Score: Raw -1211786.449608 + Penalty 3102.063447 = -1208684.386161
  nChanged 434
		SP:Iteration 12Q (194313.300000 sec): 3 clusters
  Score: Raw -1212027.117018 + Penalty 3102.063447 = -1208925.053571
  nChanged 360
		SP:Iteration 13Q (194313.540000 sec): 3 clusters
  Score: Raw -1212213.197742 + Penalty 3102.063447 = -1209111.134296
  nChanged 303
		SP:Iteration 14Q (194313.790000 sec): 3 clusters
  Score: Raw -1212355.947544 + Penalty 3102.063447 = -1209253.884097
  nChanged 232
		SP:Iteration 15Q (194314.020000 sec): 3 clusters
  Score: Raw -1212449.429762 + Penalty 3102.063447 = -1209347.366315
  nChanged 196
		SP:Iteration 16Q (194314.250000 sec): 3 clusters
  Score: Raw -1212514.786877 + Penalty 3102.063447 = -1209412.723430
  nChanged 146
		SP:Iteration 17Q (194314.520000 sec): 3 clusters
  Score: Raw -1212568.320919 + Penalty 3102.063447 = -1209466.257472
  nChanged 139
		SP:Iteration 18Q (194314.780000 sec): 3 clusters
  Score: Raw -1212611.781109 + Penalty 3102.063447 = -1209509.717662
  nChanged 104
		SP:Iteration 19Q (194314.980000 sec): 3 clusters
  Score: Raw -1212639.679547 + Penalty 3102.063447 = -1209537.616100
  nChanged 102
		SP:Iteration 20F (194315.210000 sec): 3 clusters
  Score: Raw -1212671.717471 + Penalty 3102.063447 = -1209569.654024
  nChanged 115
		SP:Iteration 21Q (194315.430000 sec): 3 clusters
  Score: Raw -1212705.543099 + Penalty 3102.063447 = -1209603.479652
  nChanged 115
		SP:Iteration 22Q (194315.680000 sec): 3 clusters
  Score: Raw -1212745.665028 + Penalty 3102.063447 = -1209643.601581
  nChanged 115
		SP:Iteration 23Q (194315.870000 sec): 3 clusters
  Score: Raw -1212782.391863 + Penalty 3102.063447 = -1209680.328416
  nChanged 105
		SP:Iteration 24Q (194316.080000 sec): 3 clusters
  Score: Raw -1212812.723240 + Penalty 3102.063447 = -1209710.659793
  nChanged 90
		SP:Iteration 25Q (194316.320000 sec): 3 clusters
  Score: Raw -1212838.677613 + Penalty 3102.063447 = -1209736.614166
  nChanged 90
		SP:Iteration 26Q (194316.550000 sec): 3 clusters
  Score: Raw -1212861.021348 + Penalty 3102.063447 = -1209758.957901
  nChanged 73
		SP:Iteration 27Q (194316.760000 sec): 3 clusters
  Score: Raw -1212880.904987 + Penalty 3102.063447 = -1209778.841540
  nChanged 73
		SP:Iteration 28Q (194316.980000 sec): 3 clusters
  Score: Raw -1212898.819250 + Penalty 3102.063447 = -1209796.755803
  nChanged 67
		SP:Iteration 29Q (194317.210000 sec): 3 clusters
  Score: Raw -1212915.475735 + Penalty 3102.063447 = -1209813.412288
  nChanged 59
		SP:Iteration 30Q (194317.380000 sec): 3 clusters
  Score: Raw -1212930.552703 + Penalty 3102.063447 = -1209828.489256
  nChanged 63
		SP:Iteration 31Q (194317.600000 sec): 3 clusters
  Score: Raw -1212947.085349 + Penalty 3102.063447 = -1209845.021902
  nChanged 63
		SP:Iteration 32Q (194317.780000 sec): 3 clusters
  Score: Raw -1212965.118351 + Penalty 3102.063447 = -1209863.054904
  nChanged 64
		SP:Iteration 33Q (194318.030000 sec): 3 clusters
  Score: Raw -1212982.034380 + Penalty 3102.063447 = -1209879.970933
  nChanged 59
		SP:Iteration 34Q (194318.270000 sec): 3 clusters
  Score: Raw -1213000.948406 + Penalty 3102.063447 = -1209898.884959
  nChanged 67
		SP:Iteration 35Q (194318.520000 sec): 3 clusters
  Score: Raw -1213023.168974 + Penalty 3102.063447 = -1209921.105527
  nChanged 74
		SP:Iteration 36Q (194318.730000 sec): 3 clusters
  Score: Raw -1213051.445693 + Penalty 3102.063447 = -1209949.382246
  nChanged 78
		SP:Iteration 37Q (194318.950000 sec): 3 clusters
  Score: Raw -1213084.107047 + Penalty 3102.063447 = -1209982.043600
  nChanged 72
		SP:Iteration 38Q (194319.150000 sec): 3 clusters
  Score: Raw -1213113.185246 + Penalty 3102.063447 = -1210011.121799
  nChanged 62
		SP:Iteration 39Q (194319.360000 sec): 3 clusters
  Score: Raw -1213136.054296 + Penalty 3102.063447 = -1210033.990849
  nChanged 67
		SP:Iteration 40F (194319.570000 sec): 3 clusters
  Score: Raw -1213164.452032 + Penalty 3102.063447 = -1210062.388585
  nChanged 61
		SP:Iteration 41Q (194319.800000 sec): 3 clusters
  Score: Raw -1213189.714739 + Penalty 3102.063447 = -1210087.651292
  nChanged 57
		SP:Iteration 42Q (194320.070000 sec): 3 clusters
  Score: Raw -1213212.594815 + Penalty 3102.063447 = -1210110.531368
  nChanged 55
		SP:Iteration 43Q (194320.280000 sec): 3 clusters
  Score: Raw -1213241.412332 + Penalty 3102.063447 = -1210139.348885
  nChanged 70
		SP:Iteration 44Q (194320.530000 sec): 3 clusters
  Score: Raw -1213281.540002 + Penalty 3102.063447 = -1210179.476555
  nChanged 64
		SP:Iteration 45Q (194320.770000 sec): 3 clusters
  Score: Raw -1213320.920301 + Penalty 3102.063447 = -1210218.856854
  nChanged 66
		SP:Iteration 46Q (194321.040000 sec): 3 clusters
  Score: Raw -1213361.271655 + Penalty 3102.063447 = -1210259.208208
  nChanged 56
		SP:Iteration 47Q (194321.250000 sec): 3 clusters
  Score: Raw -1213398.778674 + Penalty 3102.063447 = -1210296.715227
  nChanged 49
		SP:Iteration 48Q (194321.510000 sec): 3 clusters
  Score: Raw -1213429.222834 + Penalty 3102.063447 = -1210327.159387
  nChanged 48
		SP:Iteration 49Q (194321.770000 sec): 3 clusters
  Score: Raw -1213461.695509 + Penalty 3102.063447 = -1210359.632062
  nChanged 46
		SP:Iteration 50Q (194322.030000 sec): 3 clusters
  Score: Raw -1213491.594776 + Penalty 3102.063447 = -1210389.531329
  nChanged 40
		SP:Iteration 51Q (194322.240000 sec): 3 clusters
  Score: Raw -1213508.262761 + Penalty 3102.063447 = -1210406.199314
  nChanged 25
		SP:Iteration 52Q (194322.460000 sec): 3 clusters
  Score: Raw -1213516.792303 + Penalty 3102.063447 = -1210414.728856
  nChanged 18
		SP:Iteration 53Q (194322.650000 sec): 3 clusters
  Score: Raw -1213522.540919 + Penalty 3102.063447 = -1210420.477472
  nChanged 14
		SP:Iteration 54Q (194322.850000 sec): 3 clusters
  Score: Raw -1213527.195690 + Penalty 3102.063447 = -1210425.132243
  nChanged 9
		SP:Iteration 55Q (194323.050000 sec): 3 clusters
  Score: Raw -1213529.664311 + Penalty 3102.063447 = -1210427.600864
  nChanged 8
		SP:Iteration 56Q (194323.250000 sec): 3 clusters
  Score: Raw -1213532.650103 + Penalty 3102.063447 = -1210430.586656
  nChanged 8
		SP:Iteration 57Q (194323.490000 sec): 3 clusters
  Score: Raw -1213535.452026 + Penalty 3102.063447 = -1210433.388579
  nChanged 10
		SP:Iteration 58Q (194323.700000 sec): 3 clusters
  Score: Raw -1213539.057903 + Penalty 3102.063447 = -1210436.994456
  nChanged 12
		SP:Iteration 59Q (194323.950000 sec): 3 clusters
  Score: Raw -1213542.903833 + Penalty 3102.063447 = -1210440.840386
  nChanged 12
		SP:Iteration 60F (194324.180000 sec): 3 clusters
  Score: Raw -1213547.062421 + Penalty 3102.063447 = -1210444.998974
  nChanged 7
		SP:Iteration 61Q (194324.380000 sec): 3 clusters
  Score: Raw -1213549.029965 + Penalty 3102.063447 = -1210446.966518
  nChanged 4
		SP:Iteration 62Q (194324.650000 sec): 3 clusters
  Score: Raw -1213550.659070 + Penalty 3102.063447 = -1210448.595623
  nChanged 2
		SP:Iteration 63Q (194324.880000 sec): 3 clusters
  Score: Raw -1213550.982221 + Penalty 3102.063447 = -1210448.918774
  nChanged 1
		SP:Iteration 64Q (194325.120000 sec): 3 clusters
  Score: Raw -1213551.052437 + Penalty 3102.063447 = -1210448.988990
  nChanged 0
		SP:Iteration 65F (194325.310000 sec): 3 clusters
  Score: Raw -1213551.052437 + Penalty 3102.063447 = -1210448.988990
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 23 (79574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194325.710000 sec): 2 clusters
  Score: Raw -7099406.614991 + Penalty 1833.721936 = -7097572.893054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194326.220000 sec): 3 clusters
  Score: Raw -7048096.652874 + Penalty 3667.443873 = -7044429.209002
  nChanged 37941
		SP:Iteration 1F (194326.720000 sec): 3 clusters
  Score: Raw -7071366.671662 + Penalty 3667.443873 = -7067699.227789
  nChanged 4388
		SP:Iteration 2F (194327.240000 sec): 3 clusters
  Score: Raw -7073608.976767 + Penalty 3667.443873 = -7069941.532895
  nChanged 5366
		SP:Iteration 3F (194327.740000 sec): 3 clusters
  Score: Raw -7076870.966688 + Penalty 3667.443873 = -7073203.522816
  nChanged 5888
		SP:Iteration 4F (194328.230000 sec): 3 clusters
  Score: Raw -7080705.719902 + Penalty 3667.443873 = -7077038.276029
  nChanged 5774
		SP:Iteration 5F (194328.760000 sec): 3 clusters
  Score: Raw -7084273.430383 + Penalty 3667.443873 = -7080605.986510
  nChanged 4983
		SP:Iteration 6F (194329.230000 sec): 3 clusters
  Score: Raw -7086804.854714 + Penalty 3667.443873 = -7083137.410841
  nChanged 3740
		SP:Iteration 7Q (194329.760000 sec): 3 clusters
  Score: Raw -7088195.363900 + Penalty 3667.443873 = -7084527.920028
  nChanged 2575
		SP:Iteration 8Q (194330.310000 sec): 3 clusters
  Score: Raw -7088915.408778 + Penalty 3667.443873 = -7085247.964905
  nChanged 1935
		SP:Iteration 9Q (194330.860000 sec): 3 clusters
  Score: Raw -7089338.409702 + Penalty 3667.443873 = -7085670.965829
  nChanged 1411
		SP:Iteration 10Q (194331.380000 sec): 3 clusters
  Score: Raw -7089581.473824 + Penalty 3667.443873 = -7085914.029951
  nChanged 1043
		SP:Iteration 11Q (194331.980000 sec): 3 clusters
  Score: Raw -7089725.187747 + Penalty 3667.443873 = -7086057.743875
  nChanged 815
		SP:Iteration 12Q (194332.550000 sec): 3 clusters
  Score: Raw -7089818.776392 + Penalty 3667.443873 = -7086151.332519
  nChanged 627
		SP:Iteration 13Q (194333.010000 sec): 3 clusters
  Score: Raw -7089876.432484 + Penalty 3667.443873 = -7086208.988612
  nChanged 499
		SP:Iteration 14Q (194333.600000 sec): 3 clusters
  Score: Raw -7089919.259810 + Penalty 3667.443873 = -7086251.815937
  nChanged 427
		SP:Iteration 15Q (194334.170000 sec): 3 clusters
  Score: Raw -7089949.529094 + Penalty 3667.443873 = -7086282.085221
  nChanged 371
		SP:Iteration 16Q (194334.790000 sec): 3 clusters
  Score: Raw -7089973.125259 + Penalty 3667.443873 = -7086305.681386
  nChanged 334
		SP:Iteration 17Q (194335.390000 sec): 3 clusters
  Score: Raw -7089996.132517 + Penalty 3667.443873 = -7086328.688645
  nChanged 329
		SP:Iteration 18Q (194335.940000 sec): 3 clusters
  Score: Raw -7090020.730772 + Penalty 3667.443873 = -7086353.286899
  nChanged 355
		SP:Iteration 19Q (194336.420000 sec): 3 clusters
  Score: Raw -7090047.635662 + Penalty 3667.443873 = -7086380.191790
  nChanged 402
		SP:Iteration 20F (194336.890000 sec): 3 clusters
  Score: Raw -7090080.782291 + Penalty 3667.443873 = -7086413.338418
  nChanged 427
		SP:Iteration 21Q (194337.480000 sec): 3 clusters
  Score: Raw -7090116.174890 + Penalty 3667.443873 = -7086448.731018
  nChanged 410
		SP:Iteration 22Q (194338.000000 sec): 3 clusters
  Score: Raw -7090152.389957 + Penalty 3667.443873 = -7086484.946085
  nChanged 500
		SP:Iteration 23Q (194338.570000 sec): 3 clusters
  Score: Raw -7090203.908282 + Penalty 3667.443873 = -7086536.464409
  nChanged 594
		SP:Iteration 24Q (194339.100000 sec): 3 clusters
  Score: Raw -7090272.994811 + Penalty 3667.443873 = -7086605.550938
  nChanged 728
		SP:Iteration 25Q (194339.680000 sec): 3 clusters
  Score: Raw -7090372.266395 + Penalty 3667.443873 = -7086704.822522
  nChanged 814
		SP:Iteration 26Q (194340.290000 sec): 3 clusters
  Score: Raw -7090498.131214 + Penalty 3667.443873 = -7086830.687341
  nChanged 926
		SP:Iteration 27Q (194340.900000 sec): 3 clusters
  Score: Raw -7090663.137965 + Penalty 3667.443873 = -7086995.694092
  nChanged 1098
		SP:Iteration 28Q (194341.470000 sec): 3 clusters
  Score: Raw -7090892.527508 + Penalty 3667.443873 = -7087225.083635
  nChanged 1238
		SP:Iteration 29Q (194341.990000 sec): 3 clusters
  Score: Raw -7091195.407965 + Penalty 3667.443873 = -7087527.964093
  nChanged 1353
		SP:Iteration 30Q (194342.570000 sec): 3 clusters
  Score: Raw -7091570.590288 + Penalty 3667.443873 = -7087903.146416
  nChanged 1532
		SP:Iteration 31Q (194343.120000 sec): 3 clusters
  Score: Raw -7092087.974821 + Penalty 3667.443873 = -7088420.530948
  nChanged 1736
		SP:Iteration 32Q (194343.710000 sec): 3 clusters
  Score: Raw -7092756.441098 + Penalty 3667.443873 = -7089088.997225
  nChanged 1875
		SP:Iteration 33Q (194344.270000 sec): 3 clusters
  Score: Raw -7093588.941212 + Penalty 3667.443873 = -7089921.497339
  nChanged 1898
		SP:Iteration 34Q (194344.770000 sec): 3 clusters
  Score: Raw -7094536.571966 + Penalty 3667.443873 = -7090869.128093
  nChanged 1881
		SP:Iteration 35Q (194345.390000 sec): 3 clusters
  Score: Raw -7095579.939819 + Penalty 3667.443873 = -7091912.495946
  nChanged 1701
		SP:Iteration 36Q (194345.910000 sec): 3 clusters
  Score: Raw -7096611.778184 + Penalty 3667.443873 = -7092944.334311
  nChanged 1492
		SP:Iteration 37Q (194346.440000 sec): 3 clusters
  Score: Raw -7097554.633446 + Penalty 3667.443873 = -7093887.189573
  nChanged 1127
		SP:Iteration 38Q (194346.950000 sec): 3 clusters
  Score: Raw -7098264.534589 + Penalty 3667.443873 = -7094597.090716
  nChanged 749
		SP:Iteration 39Q (194347.560000 sec): 3 clusters
  Score: Raw -7098743.272603 + Penalty 3667.443873 = -7095075.828730
  nChanged 518
		SP:Iteration 40F (194348.050000 sec): 3 clusters
  Score: Raw -7099073.500468 + Penalty 3667.443873 = -7095406.056596
  nChanged 339
		SP:Iteration 41Q (194348.570000 sec): 3 clusters
  Score: Raw -7099303.007566 + Penalty 3667.443873 = -7095635.563693
  nChanged 193
		SP:Iteration 42Q (194349.080000 sec): 3 clusters
  Score: Raw -7099437.527281 + Penalty 3667.443873 = -7095770.083408
  nChanged 128
		SP:Iteration 43Q (194349.550000 sec): 3 clusters
  Score: Raw -7099523.237351 + Penalty 3667.443873 = -7095855.793478
  nChanged 77
		SP:Iteration 44Q (194350.050000 sec): 3 clusters
  Score: Raw -7099581.141902 + Penalty 3667.443873 = -7095913.698029
  nChanged 55
		SP:Iteration 45Q (194350.590000 sec): 3 clusters
  Score: Raw -7099626.793074 + Penalty 3667.443873 = -7095959.349201
  nChanged 40
		SP:Iteration 46Q (194351.030000 sec): 3 clusters
  Score: Raw -7099652.274439 + Penalty 3667.443873 = -7095984.830566
  nChanged 25
		SP:Iteration 47Q (194351.520000 sec): 3 clusters
  Score: Raw -7099671.525086 + Penalty 3667.443873 = -7096004.081213
  nChanged 22
		SP:Iteration 48Q (194352.060000 sec): 3 clusters
  Score: Raw -7099687.479598 + Penalty 3667.443873 = -7096020.035726
  nChanged 12
		SP:Iteration 49Q (194352.580000 sec): 3 clusters
  Score: Raw -7099694.857401 + Penalty 3667.443873 = -7096027.413528
  nChanged 10
		SP:Iteration 50Q (194353.040000 sec): 3 clusters
  Score: Raw -7099701.217873 + Penalty 3667.443873 = -7096033.774000
  nChanged 6
		SP:Iteration 51Q (194353.660000 sec): 3 clusters
  Score: Raw -7099704.187239 + Penalty 3667.443873 = -7096036.743366
  nChanged 4
		SP:Iteration 52Q (194354.170000 sec): 3 clusters
  Score: Raw -7099706.463221 + Penalty 3667.443873 = -7096039.019348
  nChanged 3
		SP:Iteration 53Q (194354.630000 sec): 3 clusters
  Score: Raw -7099710.231711 + Penalty 3667.443873 = -7096042.787838
  nChanged 6
		SP:Iteration 54Q (194355.200000 sec): 3 clusters
  Score: Raw -7099714.080303 + Penalty 3667.443873 = -7096046.636430
  nChanged 2
		SP:Iteration 55Q (194355.720000 sec): 3 clusters
  Score: Raw -7099715.159408 + Penalty 3667.443873 = -7096047.715536
  nChanged 4
		SP:Iteration 56Q (194356.200000 sec): 3 clusters
  Score: Raw -7099718.371946 + Penalty 3667.443873 = -7096050.928074
  nChanged 3
		SP:Iteration 57Q (194356.680000 sec): 3 clusters
  Score: Raw -7099719.920292 + Penalty 3667.443873 = -7096052.476419
  nChanged 1
		SP:Iteration 58Q (194357.140000 sec): 3 clusters
  Score: Raw -7099720.197183 + Penalty 3667.443873 = -7096052.753311
  nChanged 0
		SP:Iteration 59F (194357.650000 sec): 3 clusters
  Score: Raw -7099720.197183 + Penalty 3667.443873 = -7096052.753311
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 24 (7308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194357.760000 sec): 2 clusters
  Score: Raw -587822.239059 + Penalty 1445.717799 = -586376.521260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194358.000000 sec): 3 clusters
  Score: Raw -583817.609116 + Penalty 2891.435598 = -580926.173518
  nChanged 3072
		SP:Iteration 1F (194358.170000 sec): 3 clusters
  Score: Raw -585539.377023 + Penalty 2891.435598 = -582647.941424
  nChanged 534
		SP:Iteration 2F (194358.350000 sec): 3 clusters
  Score: Raw -585847.101512 + Penalty 2891.435598 = -582955.665914
  nChanged 439
		SP:Iteration 3F (194358.510000 sec): 3 clusters
  Score: Raw -586098.310144 + Penalty 2891.435598 = -583206.874546
  nChanged 411
		SP:Iteration 4F (194358.710000 sec): 3 clusters
  Score: Raw -586340.980361 + Penalty 2891.435598 = -583449.544763
  nChanged 365
		SP:Iteration 5Q (194358.930000 sec): 3 clusters
  Score: Raw -586562.524263 + Penalty 2891.435598 = -583671.088664
  nChanged 314
		SP:Iteration 6Q (194359.100000 sec): 3 clusters
  Score: Raw -586736.389363 + Penalty 2891.435598 = -583844.953765
  nChanged 255
		SP:Iteration 7Q (194359.300000 sec): 3 clusters
  Score: Raw -586878.072834 + Penalty 2891.435598 = -583986.637236
  nChanged 255
		SP:Iteration 8Q (194359.470000 sec): 3 clusters
  Score: Raw -587028.072267 + Penalty 2891.435598 = -584136.636669
  nChanged 256
		SP:Iteration 9Q (194359.690000 sec): 3 clusters
  Score: Raw -587174.920737 + Penalty 2891.435598 = -584283.485139
  nChanged 216
		SP:Iteration 10Q (194359.880000 sec): 3 clusters
  Score: Raw -587289.518638 + Penalty 2891.435598 = -584398.083040
  nChanged 169
		SP:Iteration 11Q (194360.120000 sec): 3 clusters
  Score: Raw -587378.651445 + Penalty 2891.435598 = -584487.215847
  nChanged 147
		SP:Iteration 12Q (194360.330000 sec): 3 clusters
  Score: Raw -587456.884602 + Penalty 2891.435598 = -584565.449004
  nChanged 132
		SP:Iteration 13Q (194360.530000 sec): 3 clusters
  Score: Raw -587526.116133 + Penalty 2891.435598 = -584634.680535
  nChanged 113
		SP:Iteration 14Q (194360.730000 sec): 3 clusters
  Score: Raw -587586.024821 + Penalty 2891.435598 = -584694.589223
  nChanged 109
		SP:Iteration 15Q (194360.920000 sec): 3 clusters
  Score: Raw -587636.481760 + Penalty 2891.435598 = -584745.046162
  nChanged 85
		SP:Iteration 16Q (194361.140000 sec): 3 clusters
  Score: Raw -587674.864000 + Penalty 2891.435598 = -584783.428402
  nChanged 66
		SP:Iteration 17Q (194361.330000 sec): 3 clusters
  Score: Raw -587698.650925 + Penalty 2891.435598 = -584807.215327
  nChanged 43
		SP:Iteration 18Q (194361.520000 sec): 3 clusters
  Score: Raw -587712.969755 + Penalty 2891.435598 = -584821.534157
  nChanged 50
		SP:Iteration 19Q (194361.760000 sec): 3 clusters
  Score: Raw -587727.498406 + Penalty 2891.435598 = -584836.062808
  nChanged 41
		SP:Iteration 20F (194361.960000 sec): 3 clusters
  Score: Raw -587738.697382 + Penalty 2891.435598 = -584847.261783
  nChanged 31
		SP:Iteration 21Q (194362.120000 sec): 3 clusters
  Score: Raw -587747.274007 + Penalty 2891.435598 = -584855.838408
  nChanged 20
		SP:Iteration 22Q (194362.310000 sec): 3 clusters
  Score: Raw -587752.076059 + Penalty 2891.435598 = -584860.640460
  nChanged 20
		SP:Iteration 23Q (194362.520000 sec): 3 clusters
  Score: Raw -587755.934617 + Penalty 2891.435598 = -584864.499019
  nChanged 15
		SP:Iteration 24Q (194362.730000 sec): 3 clusters
  Score: Raw -587759.005667 + Penalty 2891.435598 = -584867.570069
  nChanged 10
		SP:Iteration 25Q (194362.920000 sec): 3 clusters
  Score: Raw -587761.450878 + Penalty 2891.435598 = -584870.015280
  nChanged 3
		SP:Iteration 26Q (194363.140000 sec): 3 clusters
  Score: Raw -587762.122317 + Penalty 2891.435598 = -584870.686719
  nChanged 3
		SP:Iteration 27Q (194363.340000 sec): 3 clusters
  Score: Raw -587762.433539 + Penalty 2891.435598 = -584870.997940
  nChanged 2
		SP:Iteration 28Q (194363.540000 sec): 3 clusters
  Score: Raw -587762.626541 + Penalty 2891.435598 = -584871.190943
  nChanged 2
		SP:Iteration 29Q (194363.760000 sec): 3 clusters
  Score: Raw -587762.908338 + Penalty 2891.435598 = -584871.472740
  nChanged 1
		SP:Iteration 30Q (194363.920000 sec): 3 clusters
  Score: Raw -587762.975981 + Penalty 2891.435598 = -584871.540383
  nChanged 1
		SP:Iteration 31Q (194364.160000 sec): 3 clusters
  Score: Raw -587763.172683 + Penalty 2891.435598 = -584871.737085
  nChanged 5
		SP:Iteration 32Q (194364.330000 sec): 3 clusters
  Score: Raw -587764.211188 + Penalty 2891.435598 = -584872.775590
  nChanged 6
		SP:Iteration 33Q (194364.510000 sec): 3 clusters
  Score: Raw -587765.413617 + Penalty 2891.435598 = -584873.978019
  nChanged 6
		SP:Iteration 34Q (194364.730000 sec): 3 clusters
  Score: Raw -587766.550304 + Penalty 2891.435598 = -584875.114706
  nChanged 9
		SP:Iteration 35Q (194364.930000 sec): 3 clusters
  Score: Raw -587768.388023 + Penalty 2891.435598 = -584876.952424
  nChanged 13
		SP:Iteration 36Q (194365.100000 sec): 3 clusters
  Score: Raw -587771.430598 + Penalty 2891.435598 = -584879.995000
  nChanged 14
		SP:Iteration 37Q (194365.280000 sec): 3 clusters
  Score: Raw -587774.066518 + Penalty 2891.435598 = -584882.630920
  nChanged 14
		SP:Iteration 38Q (194365.440000 sec): 3 clusters
  Score: Raw -587776.169892 + Penalty 2891.435598 = -584884.734294
  nChanged 9
		SP:Iteration 39Q (194365.670000 sec): 3 clusters
  Score: Raw -587777.904612 + Penalty 2891.435598 = -584886.469014
  nChanged 10
		SP:Iteration 40F (194365.900000 sec): 3 clusters
  Score: Raw -587780.396370 + Penalty 2891.435598 = -584888.960772
  nChanged 17
		SP:Iteration 41Q (194366.090000 sec): 3 clusters
  Score: Raw -587785.252342 + Penalty 2891.435598 = -584893.816744
  nChanged 17
		SP:Iteration 42Q (194366.280000 sec): 3 clusters
  Score: Raw -587790.281723 + Penalty 2891.435598 = -584898.846125
  nChanged 23
		SP:Iteration 43Q (194366.500000 sec): 3 clusters
  Score: Raw -587796.662995 + Penalty 2891.435598 = -584905.227397
  nChanged 25
		SP:Iteration 44Q (194366.680000 sec): 3 clusters
  Score: Raw -587805.626846 + Penalty 2891.435598 = -584914.191248
  nChanged 23
		SP:Iteration 45Q (194366.910000 sec): 3 clusters
  Score: Raw -587814.893200 + Penalty 2891.435598 = -584923.457602
  nChanged 29
		SP:Iteration 46Q (194367.080000 sec): 3 clusters
  Score: Raw -587825.519134 + Penalty 2891.435598 = -584934.083535
  nChanged 36
		SP:Iteration 47Q (194367.280000 sec): 3 clusters
  Score: Raw -587842.279809 + Penalty 2891.435598 = -584950.844211
  nChanged 49
		SP:Iteration 48Q (194367.510000 sec): 3 clusters
  Score: Raw -587864.154519 + Penalty 2891.435598 = -584972.718921
  nChanged 36
		SP:Iteration 49Q (194367.670000 sec): 3 clusters
  Score: Raw -587878.343672 + Penalty 2891.435598 = -584986.908073
  nChanged 39
		SP:Iteration 50Q (194367.880000 sec): 3 clusters
  Score: Raw -587893.584691 + Penalty 2891.435598 = -585002.149092
  nChanged 37
		SP:Iteration 51Q (194368.080000 sec): 3 clusters
  Score: Raw -587906.634276 + Penalty 2891.435598 = -585015.198678
  nChanged 35
		SP:Iteration 52Q (194368.210000 sec): 3 clusters
  Score: Raw -587919.291839 + Penalty 2891.435598 = -585027.856241
  nChanged 33
		SP:Iteration 53Q (194368.430000 sec): 3 clusters
  Score: Raw -587933.277806 + Penalty 2891.435598 = -585041.842208
  nChanged 27
		SP:Iteration 54Q (194368.640000 sec): 3 clusters
  Score: Raw -587942.605218 + Penalty 2891.435598 = -585051.169620
  nChanged 27
		SP:Iteration 55Q (194368.820000 sec): 3 clusters
  Score: Raw -587951.691036 + Penalty 2891.435598 = -585060.255438
  nChanged 20
		SP:Iteration 56Q (194369.030000 sec): 3 clusters
  Score: Raw -587957.259260 + Penalty 2891.435598 = -585065.823662
  nChanged 15
		SP:Iteration 57Q (194369.200000 sec): 3 clusters
  Score: Raw -587961.153936 + Penalty 2891.435598 = -585069.718338
  nChanged 15
		SP:Iteration 58Q (194369.410000 sec): 3 clusters
  Score: Raw -587964.630555 + Penalty 2891.435598 = -585073.194957
  nChanged 7
		SP:Iteration 59Q (194369.600000 sec): 3 clusters
  Score: Raw -587966.165393 + Penalty 2891.435598 = -585074.729795
  nChanged 8
		SP:Iteration 60F (194369.800000 sec): 3 clusters
  Score: Raw -587967.631594 + Penalty 2891.435598 = -585076.195996
  nChanged 7
		SP:Iteration 61Q (194369.970000 sec): 3 clusters
  Score: Raw -587969.236743 + Penalty 2891.435598 = -585077.801145
  nChanged 12
		SP:Iteration 62Q (194370.210000 sec): 3 clusters
  Score: Raw -587972.430523 + Penalty 2891.435598 = -585080.994925
  nChanged 13
		SP:Iteration 63Q (194370.390000 sec): 3 clusters
  Score: Raw -587976.725655 + Penalty 2891.435598 = -585085.290056
  nChanged 12
		SP:Iteration 64Q (194370.580000 sec): 3 clusters
  Score: Raw -587979.969065 + Penalty 2891.435598 = -585088.533467
  nChanged 11
		SP:Iteration 65Q (194370.750000 sec): 3 clusters
  Score: Raw -587984.549202 + Penalty 2891.435598 = -585093.113604
  nChanged 13
		SP:Iteration 66Q (194370.910000 sec): 3 clusters
  Score: Raw -587989.113016 + Penalty 2891.435598 = -585097.677418
  nChanged 13
		SP:Iteration 67Q (194371.080000 sec): 3 clusters
  Score: Raw -587993.043981 + Penalty 2891.435598 = -585101.608383
  nChanged 12
		SP:Iteration 68Q (194371.290000 sec): 3 clusters
  Score: Raw -587995.846428 + Penalty 2891.435598 = -585104.410830
  nChanged 12
		SP:Iteration 69Q (194371.500000 sec): 3 clusters
  Score: Raw -587998.908663 + Penalty 2891.435598 = -585107.473065
  nChanged 8
		SP:Iteration 70Q (194371.710000 sec): 3 clusters
  Score: Raw -588001.845489 + Penalty 2891.435598 = -585110.409890
  nChanged 8
		SP:Iteration 71Q (194371.920000 sec): 3 clusters
  Score: Raw -588003.835596 + Penalty 2891.435598 = -585112.399998
  nChanged 5
		SP:Iteration 72Q (194372.090000 sec): 3 clusters
  Score: Raw -588005.193964 + Penalty 2891.435598 = -585113.758366
  nChanged 8
		SP:Iteration 73Q (194372.300000 sec): 3 clusters
  Score: Raw -588006.830397 + Penalty 2891.435598 = -585115.394799
  nChanged 6
		SP:Iteration 74Q (194372.510000 sec): 3 clusters
  Score: Raw -588008.599058 + Penalty 2891.435598 = -585117.163460
  nChanged 12
		SP:Iteration 75Q (194372.730000 sec): 3 clusters
  Score: Raw -588013.257827 + Penalty 2891.435598 = -585121.822229
  nChanged 13
		SP:Iteration 76Q (194372.870000 sec): 3 clusters
  Score: Raw -588017.711941 + Penalty 2891.435598 = -585126.276343
  nChanged 8
		SP:Iteration 77Q (194373.070000 sec): 3 clusters
  Score: Raw -588019.606148 + Penalty 2891.435598 = -585128.170550
  nChanged 5
		SP:Iteration 78Q (194373.290000 sec): 3 clusters
  Score: Raw -588021.316186 + Penalty 2891.435598 = -585129.880588
  nChanged 7
		SP:Iteration 79Q (194373.470000 sec): 3 clusters
  Score: Raw -588023.101190 + Penalty 2891.435598 = -585131.665592
  nChanged 4
		SP:Iteration 80F (194373.660000 sec): 3 clusters
  Score: Raw -588025.291417 + Penalty 2891.435598 = -585133.855819
  nChanged 7
		SP:Iteration 81Q (194373.850000 sec): 3 clusters
  Score: Raw -588027.838058 + Penalty 2891.435598 = -585136.402460
  nChanged 6
		SP:Iteration 82Q (194374.020000 sec): 3 clusters
  Score: Raw -588030.312155 + Penalty 2891.435598 = -585138.876556
  nChanged 10
		SP:Iteration 83Q (194374.210000 sec): 3 clusters
  Score: Raw -588032.610278 + Penalty 2891.435598 = -585141.174680
  nChanged 6
		SP:Iteration 84Q (194374.430000 sec): 3 clusters
  Score: Raw -588034.304757 + Penalty 2891.435598 = -585142.869158
  nChanged 8
		SP:Iteration 85Q (194374.620000 sec): 3 clusters
  Score: Raw -588036.314347 + Penalty 2891.435598 = -585144.878748
  nChanged 11
		SP:Iteration 86Q (194374.830000 sec): 3 clusters
  Score: Raw -588039.539738 + Penalty 2891.435598 = -585148.104140
  nChanged 7
		SP:Iteration 87Q (194374.970000 sec): 3 clusters
  Score: Raw -588041.258998 + Penalty 2891.435598 = -585149.823400
  nChanged 7
		SP:Iteration 88Q (194375.160000 sec): 3 clusters
  Score: Raw -588043.156301 + Penalty 2891.435598 = -585151.720703
  nChanged 10
		SP:Iteration 89Q (194375.360000 sec): 3 clusters
  Score: Raw -588045.583348 + Penalty 2891.435598 = -585154.147750
  nChanged 9
		SP:Iteration 90Q (194375.580000 sec): 3 clusters
  Score: Raw -588048.871055 + Penalty 2891.435598 = -585157.435456
  nChanged 10
		SP:Iteration 91Q (194375.800000 sec): 3 clusters
  Score: Raw -588051.356795 + Penalty 2891.435598 = -585159.921197
  nChanged 4
		SP:Iteration 92Q (194375.970000 sec): 3 clusters
  Score: Raw -588052.247639 + Penalty 2891.435598 = -585160.812041
  nChanged 1
		SP:Iteration 93Q (194376.190000 sec): 3 clusters
  Score: Raw -588052.435054 + Penalty 2891.435598 = -585160.999456
  nChanged 1
		SP:Iteration 94Q (194376.400000 sec): 3 clusters
  Score: Raw -588052.773797 + Penalty 2891.435598 = -585161.338199
  nChanged 1
		SP:Iteration 95Q (194376.590000 sec): 3 clusters
  Score: Raw -588053.013640 + Penalty 2891.435598 = -585161.578041
  nChanged 2
		SP:Iteration 96Q (194376.800000 sec): 3 clusters
  Score: Raw -588053.436325 + Penalty 2891.435598 = -585162.000727
  nChanged 1
		SP:Iteration 97Q (194376.970000 sec): 3 clusters
  Score: Raw -588053.619422 + Penalty 2891.435598 = -585162.183823
  nChanged 0
		SP:Iteration 98F (194377.170000 sec): 3 clusters
  Score: Raw -588053.619422 + Penalty 2891.435598 = -585162.183823
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 25 (2240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194377.290000 sec): 2 clusters
  Score: Raw -151160.947611 + Penalty 1253.562561 = -149907.385050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194377.490000 sec): 3 clusters
  Score: Raw -150289.332874 + Penalty 2507.125122 = -147782.207751
  nChanged 828
		SP:Iteration 1F (194377.650000 sec): 3 clusters
  Score: Raw -150962.518583 + Penalty 2507.125122 = -148455.393461
  nChanged 194
		SP:Iteration 2F (194377.880000 sec): 3 clusters
  Score: Raw -151160.997983 + Penalty 2507.125122 = -148653.872861
  nChanged 118
		SP:Iteration 3F (194378.050000 sec): 3 clusters
  Score: Raw -151273.707857 + Penalty 2507.125122 = -148766.582735
  nChanged 105
		SP:Iteration 4Q (194378.220000 sec): 3 clusters
  Score: Raw -151413.939406 + Penalty 2507.125122 = -148906.814284
  nChanged 110
		SP:Iteration 5Q (194378.410000 sec): 3 clusters
  Score: Raw -151539.605717 + Penalty 2507.125122 = -149032.480595
  nChanged 96
		SP:Iteration 6Q (194378.600000 sec): 3 clusters
  Score: Raw -151661.874088 + Penalty 2507.125122 = -149154.748966
  nChanged 100
		SP:Iteration 7Q (194378.780000 sec): 3 clusters
  Score: Raw -151782.870656 + Penalty 2507.125122 = -149275.745534
  nChanged 83
		SP:Iteration 8Q (194378.960000 sec): 3 clusters
  Score: Raw -151883.978612 + Penalty 2507.125122 = -149376.853490
  nChanged 72
		SP:Iteration 9Q (194379.150000 sec): 3 clusters
  Score: Raw -151987.157518 + Penalty 2507.125122 = -149480.032396
  nChanged 83
		SP:Iteration 10Q (194379.340000 sec): 3 clusters
  Score: Raw -152083.512794 + Penalty 2507.125122 = -149576.387672
  nChanged 71
		SP:Iteration 11Q (194379.510000 sec): 3 clusters
  Score: Raw -152145.743650 + Penalty 2507.125122 = -149638.618528
  nChanged 50
		SP:Iteration 12Q (194379.680000 sec): 3 clusters
  Score: Raw -152197.096641 + Penalty 2507.125122 = -149689.971519
  nChanged 40
		SP:Iteration 13Q (194379.830000 sec): 3 clusters
  Score: Raw -152230.821109 + Penalty 2507.125122 = -149723.695987
  nChanged 26
		SP:Iteration 14Q (194380.020000 sec): 3 clusters
  Score: Raw -152246.420725 + Penalty 2507.125122 = -149739.295603
  nChanged 10
		SP:Iteration 15Q (194380.220000 sec): 3 clusters
  Score: Raw -152251.283650 + Penalty 2507.125122 = -149744.158528
  nChanged 7
		SP:Iteration 16Q (194380.420000 sec): 3 clusters
  Score: Raw -152255.087928 + Penalty 2507.125122 = -149747.962806
  nChanged 4
		SP:Iteration 17Q (194380.600000 sec): 3 clusters
  Score: Raw -152257.317659 + Penalty 2507.125122 = -149750.192537
  nChanged 5
		SP:Iteration 18Q (194380.790000 sec): 3 clusters
  Score: Raw -152260.719161 + Penalty 2507.125122 = -149753.594039
  nChanged 6
		SP:Iteration 19Q (194380.940000 sec): 3 clusters
  Score: Raw -152263.923678 + Penalty 2507.125122 = -149756.798556
  nChanged 4
		SP:Iteration 20F (194381.160000 sec): 3 clusters
  Score: Raw -152268.060931 + Penalty 2507.125122 = -149760.935809
  nChanged 6
		SP:Iteration 21Q (194381.330000 sec): 3 clusters
  Score: Raw -152284.427279 + Penalty 2507.125122 = -149777.302157
  nChanged 7
		SP:Iteration 22Q (194381.510000 sec): 3 clusters
  Score: Raw -152286.862533 + Penalty 2507.125122 = -149779.737411
  nChanged 8
		SP:Iteration 23Q (194381.690000 sec): 3 clusters
  Score: Raw -152292.602664 + Penalty 2507.125122 = -149785.477542
  nChanged 9
		SP:Iteration 24Q (194381.860000 sec): 3 clusters
  Score: Raw -152296.717009 + Penalty 2507.125122 = -149789.591887
  nChanged 5
		SP:Iteration 25Q (194382.030000 sec): 3 clusters
  Score: Raw -152297.881768 + Penalty 2507.125122 = -149790.756646
  nChanged 2
		SP:Iteration 26Q (194382.200000 sec): 3 clusters
  Score: Raw -152299.087463 + Penalty 2507.125122 = -149791.962341
  nChanged 3
		SP:Iteration 27Q (194382.400000 sec): 3 clusters
  Score: Raw -152301.086865 + Penalty 2507.125122 = -149793.961743
  nChanged 2
		SP:Iteration 28Q (194382.600000 sec): 3 clusters
  Score: Raw -152301.973274 + Penalty 2507.125122 = -149794.848152
  nChanged 0
		SP:Iteration 29F (194382.800000 sec): 3 clusters
  Score: Raw -152301.973274 + Penalty 2507.125122 = -149794.848152
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 26 (3016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194382.890000 sec): 2 clusters
  Score: Raw -254669.346025 + Penalty 1301.899093 = -253367.446932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194383.040000 sec): 3 clusters
  Score: Raw -253196.148094 + Penalty 2603.798187 = -250592.349907
  nChanged 1157
		SP:Iteration 1F (194383.260000 sec): 3 clusters
  Score: Raw -253859.608222 + Penalty 2603.798187 = -251255.810035
  nChanged 230
		SP:Iteration 2F (194383.400000 sec): 3 clusters
  Score: Raw -254019.245088 + Penalty 2603.798187 = -251415.446901
  nChanged 168
		SP:Iteration 3F (194383.600000 sec): 3 clusters
  Score: Raw -254128.663083 + Penalty 2603.798187 = -251524.864896
  nChanged 122
		SP:Iteration 4Q (194383.760000 sec): 3 clusters
  Score: Raw -254201.835589 + Penalty 2603.798187 = -251598.037402
  nChanged 97
		SP:Iteration 5Q (194383.900000 sec): 3 clusters
  Score: Raw -254266.471125 + Penalty 2603.798187 = -251662.672938
  nChanged 90
		SP:Iteration 6Q (194384.140000 sec): 3 clusters
  Score: Raw -254320.837298 + Penalty 2603.798187 = -251717.039111
  nChanged 77
		SP:Iteration 7Q (194384.290000 sec): 3 clusters
  Score: Raw -254369.366989 + Penalty 2603.798187 = -251765.568802
  nChanged 72
		SP:Iteration 8Q (194384.450000 sec): 3 clusters
  Score: Raw -254409.905724 + Penalty 2603.798187 = -251806.107537
  nChanged 63
		SP:Iteration 9Q (194384.670000 sec): 3 clusters
  Score: Raw -254449.970542 + Penalty 2603.798187 = -251846.172355
  nChanged 59
		SP:Iteration 10Q (194384.840000 sec): 3 clusters
  Score: Raw -254487.476135 + Penalty 2603.798187 = -251883.677948
  nChanged 56
		SP:Iteration 11Q (194385.000000 sec): 3 clusters
  Score: Raw -254531.304220 + Penalty 2603.798187 = -251927.506033
  nChanged 64
		SP:Iteration 12Q (194385.190000 sec): 3 clusters
  Score: Raw -254588.386120 + Penalty 2603.798187 = -251984.587933
  nChanged 75
		SP:Iteration 13Q (194385.410000 sec): 3 clusters
  Score: Raw -254667.802660 + Penalty 2603.798187 = -252064.004473
  nChanged 65
		SP:Iteration 14Q (194385.590000 sec): 3 clusters
  Score: Raw -254715.913771 + Penalty 2603.798187 = -252112.115584
  nChanged 44
		SP:Iteration 15Q (194385.750000 sec): 3 clusters
  Score: Raw -254747.397698 + Penalty 2603.798187 = -252143.599511
  nChanged 38
		SP:Iteration 16Q (194385.910000 sec): 3 clusters
  Score: Raw -254774.984912 + Penalty 2603.798187 = -252171.186725
  nChanged 31
		SP:Iteration 17Q (194386.070000 sec): 3 clusters
  Score: Raw -254804.683951 + Penalty 2603.798187 = -252200.885764
  nChanged 31
		SP:Iteration 18Q (194386.220000 sec): 3 clusters
  Score: Raw -254822.396679 + Penalty 2603.798187 = -252218.598492
  nChanged 18
		SP:Iteration 19Q (194386.450000 sec): 3 clusters
  Score: Raw -254832.961615 + Penalty 2603.798187 = -252229.163428
  nChanged 12
		SP:Iteration 20F (194386.660000 sec): 3 clusters
  Score: Raw -254839.266774 + Penalty 2603.798187 = -252235.468587
  nChanged 6
		SP:Iteration 21Q (194386.820000 sec): 3 clusters
  Score: Raw -254843.854572 + Penalty 2603.798187 = -252240.056385
  nChanged 12
		SP:Iteration 22Q (194386.980000 sec): 3 clusters
  Score: Raw -254852.642943 + Penalty 2603.798187 = -252248.844756
  nChanged 15
		SP:Iteration 23Q (194387.220000 sec): 3 clusters
  Score: Raw -254861.816379 + Penalty 2603.798187 = -252258.018192
  nChanged 8
		SP:Iteration 24Q (194387.360000 sec): 3 clusters
  Score: Raw -254864.800572 + Penalty 2603.798187 = -252261.002385
  nChanged 4
		SP:Iteration 25Q (194387.550000 sec): 3 clusters
  Score: Raw -254866.176969 + Penalty 2603.798187 = -252262.378782
  nChanged 6
		SP:Iteration 26Q (194387.760000 sec): 3 clusters
  Score: Raw -254869.812965 + Penalty 2603.798187 = -252266.014778
  nChanged 2
		SP:Iteration 27Q (194387.950000 sec): 3 clusters
  Score: Raw -254870.784672 + Penalty 2603.798187 = -252266.986485
  nChanged 2
		SP:Iteration 28Q (194388.120000 sec): 3 clusters
  Score: Raw -254872.306570 + Penalty 2603.798187 = -252268.508383
  nChanged 4
		SP:Iteration 29Q (194388.310000 sec): 3 clusters
  Score: Raw -254876.032164 + Penalty 2603.798187 = -252272.233977
  nChanged 7
		SP:Iteration 30Q (194388.520000 sec): 3 clusters
  Score: Raw -254882.414599 + Penalty 2603.798187 = -252278.616412
  nChanged 8
		SP:Iteration 31Q (194388.700000 sec): 3 clusters
  Score: Raw -254887.264853 + Penalty 2603.798187 = -252283.466666
  nChanged 7
		SP:Iteration 32Q (194388.850000 sec): 3 clusters
  Score: Raw -254892.905422 + Penalty 2603.798187 = -252289.107235
  nChanged 7
		SP:Iteration 33Q (194389.030000 sec): 3 clusters
  Score: Raw -254896.298626 + Penalty 2603.798187 = -252292.500439
  nChanged 6
		SP:Iteration 34Q (194389.240000 sec): 3 clusters
  Score: Raw -254898.249763 + Penalty 2603.798187 = -252294.451576
  nChanged 4
		SP:Iteration 35Q (194389.430000 sec): 3 clusters
  Score: Raw -254899.986141 + Penalty 2603.798187 = -252296.187954
  nChanged 6
		SP:Iteration 36Q (194389.620000 sec): 3 clusters
  Score: Raw -254902.358325 + Penalty 2603.798187 = -252298.560138
  nChanged 0
		SP:Iteration 37F (194389.770000 sec): 3 clusters
  Score: Raw -254902.358325 + Penalty 2603.798187 = -252298.560138
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 27 (25996 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194390.000000 sec): 2 clusters
  Score: Raw -2260585.105608 + Penalty 1651.925918 = -2258933.179690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194390.280000 sec): 3 clusters
  Score: Raw -2244624.475890 + Penalty 3303.851837 = -2241320.624054
  nChanged 11937
		SP:Iteration 1F (194390.580000 sec): 3 clusters
  Score: Raw -2251141.760019 + Penalty 3303.851837 = -2247837.908182
  nChanged 1203
		SP:Iteration 2Q (194390.830000 sec): 3 clusters
  Score: Raw -2251530.627387 + Penalty 3303.851837 = -2248226.775550
  nChanged 1152
		SP:Iteration 3Q (194391.160000 sec): 3 clusters
  Score: Raw -2251913.119339 + Penalty 3303.851837 = -2248609.267503
  nChanged 1111
		SP:Iteration 4Q (194391.430000 sec): 3 clusters
  Score: Raw -2252334.502310 + Penalty 3303.851837 = -2249030.650473
  nChanged 1158
		SP:Iteration 5Q (194391.770000 sec): 3 clusters
  Score: Raw -2252846.585002 + Penalty 3303.851837 = -2249542.733165
  nChanged 1249
		SP:Iteration 6Q (194392.110000 sec): 3 clusters
  Score: Raw -2253513.027325 + Penalty 3303.851837 = -2250209.175488
  nChanged 1455
		SP:Iteration 7F (194392.350000 sec): 3 clusters
  Score: Raw -2254377.312355 + Penalty 3303.851837 = -2251073.460518
  nChanged 1611
		SP:Iteration 8F (194392.660000 sec): 3 clusters
  Score: Raw -2255413.870424 + Penalty 3303.851837 = -2252110.018587
  nChanged 1662
		SP:Iteration 9F (194392.920000 sec): 3 clusters
  Score: Raw -2256442.259015 + Penalty 3303.851837 = -2253138.407178
  nChanged 1475
		SP:Iteration 10F (194393.270000 sec): 3 clusters
  Score: Raw -2257271.827140 + Penalty 3303.851837 = -2253967.975303
  nChanged 1211
		SP:Iteration 11Q (194393.580000 sec): 3 clusters
  Score: Raw -2257852.141766 + Penalty 3303.851837 = -2254548.289929
  nChanged 928
		SP:Iteration 12Q (194393.850000 sec): 3 clusters
  Score: Raw -2258225.936573 + Penalty 3303.851837 = -2254922.084737
  nChanged 744
		SP:Iteration 13Q (194394.120000 sec): 3 clusters
  Score: Raw -2258485.937696 + Penalty 3303.851837 = -2255182.085860
  nChanged 608
		SP:Iteration 14Q (194394.430000 sec): 3 clusters
  Score: Raw -2258673.630130 + Penalty 3303.851837 = -2255369.778293
  nChanged 527
		SP:Iteration 15Q (194394.710000 sec): 3 clusters
  Score: Raw -2258828.529801 + Penalty 3303.851837 = -2255524.677964
  nChanged 502
		SP:Iteration 16Q (194395.050000 sec): 3 clusters
  Score: Raw -2258961.354778 + Penalty 3303.851837 = -2255657.502941
  nChanged 471
		SP:Iteration 17Q (194395.320000 sec): 3 clusters
  Score: Raw -2259084.693725 + Penalty 3303.851837 = -2255780.841888
  nChanged 496
		SP:Iteration 18Q (194395.610000 sec): 3 clusters
  Score: Raw -2259218.608274 + Penalty 3303.851837 = -2255914.756437
  nChanged 528
		SP:Iteration 19Q (194395.850000 sec): 3 clusters
  Score: Raw -2259376.403399 + Penalty 3303.851837 = -2256072.551563
  nChanged 526
		SP:Iteration 20F (194396.140000 sec): 3 clusters
  Score: Raw -2259521.115990 + Penalty 3303.851837 = -2256217.264154
  nChanged 522
		SP:Iteration 21Q (194396.410000 sec): 3 clusters
  Score: Raw -2259666.922026 + Penalty 3303.851837 = -2256363.070190
  nChanged 524
		SP:Iteration 22Q (194396.720000 sec): 3 clusters
  Score: Raw -2259825.384893 + Penalty 3303.851837 = -2256521.533056
  nChanged 528
		SP:Iteration 23Q (194397.030000 sec): 3 clusters
  Score: Raw -2259983.289447 + Penalty 3303.851837 = -2256679.437610
  nChanged 493
		SP:Iteration 24Q (194397.310000 sec): 3 clusters
  Score: Raw -2260120.195341 + Penalty 3303.851837 = -2256816.343505
  nChanged 454
		SP:Iteration 25Q (194397.600000 sec): 3 clusters
  Score: Raw -2260244.526702 + Penalty 3303.851837 = -2256940.674866
  nChanged 419
		SP:Iteration 26Q (194397.890000 sec): 3 clusters
  Score: Raw -2260356.372804 + Penalty 3303.851837 = -2257052.520967
  nChanged 368
		SP:Iteration 27Q (194398.180000 sec): 3 clusters
  Score: Raw -2260453.917997 + Penalty 3303.851837 = -2257150.066160
  nChanged 354
		SP:Iteration 28Q (194398.500000 sec): 3 clusters
  Score: Raw -2260542.224863 + Penalty 3303.851837 = -2257238.373027
  nChanged 319
		SP:Iteration 29Q (194398.820000 sec): 3 clusters
  Score: Raw -2260622.102625 + Penalty 3303.851837 = -2257318.250789
  nChanged 307
		SP:Iteration 30Q (194399.040000 sec): 3 clusters
  Score: Raw -2260699.099076 + Penalty 3303.851837 = -2257395.247239
  nChanged 247
		SP:Iteration 31Q (194399.380000 sec): 3 clusters
  Score: Raw -2260762.974127 + Penalty 3303.851837 = -2257459.122291
  nChanged 232
		SP:Iteration 32Q (194399.630000 sec): 3 clusters
  Score: Raw -2260825.054365 + Penalty 3303.851837 = -2257521.202529
  nChanged 221
		SP:Iteration 33Q (194399.930000 sec): 3 clusters
  Score: Raw -2260891.863645 + Penalty 3303.851837 = -2257588.011808
  nChanged 227
		SP:Iteration 34Q (194400.220000 sec): 3 clusters
  Score: Raw -2260969.765151 + Penalty 3303.851837 = -2257665.913314
  nChanged 216
		SP:Iteration 35Q (194400.500000 sec): 3 clusters
  Score: Raw -2261038.089936 + Penalty 3303.851837 = -2257734.238099
  nChanged 168
		SP:Iteration 36Q (194400.820000 sec): 3 clusters
  Score: Raw -2261087.468699 + Penalty 3303.851837 = -2257783.616863
  nChanged 134
		SP:Iteration 37Q (194401.080000 sec): 3 clusters
  Score: Raw -2261126.411670 + Penalty 3303.851837 = -2257822.559833
  nChanged 119
		SP:Iteration 38Q (194401.370000 sec): 3 clusters
  Score: Raw -2261157.722248 + Penalty 3303.851837 = -2257853.870412
  nChanged 129
		SP:Iteration 39Q (194401.680000 sec): 3 clusters
  Score: Raw -2261191.077675 + Penalty 3303.851837 = -2257887.225838
  nChanged 106
		SP:Iteration 40F (194401.970000 sec): 3 clusters
  Score: Raw -2261217.097192 + Penalty 3303.851837 = -2257913.245355
  nChanged 96
		SP:Iteration 41Q (194402.300000 sec): 3 clusters
  Score: Raw -2261238.337737 + Penalty 3303.851837 = -2257934.485900
  nChanged 86
		SP:Iteration 42Q (194402.580000 sec): 3 clusters
  Score: Raw -2261256.046609 + Penalty 3303.851837 = -2257952.194772
  nChanged 75
		SP:Iteration 43Q (194402.820000 sec): 3 clusters
  Score: Raw -2261271.551874 + Penalty 3303.851837 = -2257967.700037
  nChanged 71
		SP:Iteration 44Q (194403.110000 sec): 3 clusters
  Score: Raw -2261286.323370 + Penalty 3303.851837 = -2257982.471533
  nChanged 75
		SP:Iteration 45Q (194403.370000 sec): 3 clusters
  Score: Raw -2261301.579999 + Penalty 3303.851837 = -2257997.728162
  nChanged 73
		SP:Iteration 46Q (194403.620000 sec): 3 clusters
  Score: Raw -2261316.491252 + Penalty 3303.851837 = -2258012.639415
  nChanged 58
		SP:Iteration 47Q (194403.930000 sec): 3 clusters
  Score: Raw -2261328.351246 + Penalty 3303.851837 = -2258024.499409
  nChanged 54
		SP:Iteration 48Q (194404.180000 sec): 3 clusters
  Score: Raw -2261337.326079 + Penalty 3303.851837 = -2258033.474242
  nChanged 36
		SP:Iteration 49Q (194404.470000 sec): 3 clusters
  Score: Raw -2261343.079475 + Penalty 3303.851837 = -2258039.227638
  nChanged 36
		SP:Iteration 50Q (194404.750000 sec): 3 clusters
  Score: Raw -2261348.006318 + Penalty 3303.851837 = -2258044.154481
  nChanged 34
		SP:Iteration 51Q (194405.050000 sec): 3 clusters
  Score: Raw -2261354.030707 + Penalty 3303.851837 = -2258050.178870
  nChanged 27
		SP:Iteration 52Q (194405.300000 sec): 3 clusters
  Score: Raw -2261358.773524 + Penalty 3303.851837 = -2258054.921687
  nChanged 23
		SP:Iteration 53Q (194405.620000 sec): 3 clusters
  Score: Raw -2261362.747144 + Penalty 3303.851837 = -2258058.895308
  nChanged 22
		SP:Iteration 54Q (194405.870000 sec): 3 clusters
  Score: Raw -2261365.735425 + Penalty 3303.851837 = -2258061.883588
  nChanged 14
		SP:Iteration 55Q (194406.170000 sec): 3 clusters
  Score: Raw -2261367.637995 + Penalty 3303.851837 = -2258063.786159
  nChanged 11
		SP:Iteration 56Q (194406.410000 sec): 3 clusters
  Score: Raw -2261369.159531 + Penalty 3303.851837 = -2258065.307694
  nChanged 16
		SP:Iteration 57Q (194406.720000 sec): 3 clusters
  Score: Raw -2261372.102108 + Penalty 3303.851837 = -2258068.250272
  nChanged 23
		SP:Iteration 58Q (194406.980000 sec): 3 clusters
  Score: Raw -2261375.750904 + Penalty 3303.851837 = -2258071.899067
  nChanged 20
		SP:Iteration 59Q (194407.270000 sec): 3 clusters
  Score: Raw -2261379.509079 + Penalty 3303.851837 = -2258075.657242
  nChanged 15
		SP:Iteration 60F (194407.540000 sec): 3 clusters
  Score: Raw -2261381.872895 + Penalty 3303.851837 = -2258078.021058
  nChanged 12
		SP:Iteration 61Q (194407.840000 sec): 3 clusters
  Score: Raw -2261383.911924 + Penalty 3303.851837 = -2258080.060088
  nChanged 19
		SP:Iteration 62Q (194408.130000 sec): 3 clusters
  Score: Raw -2261386.929924 + Penalty 3303.851837 = -2258083.078087
  nChanged 17
		SP:Iteration 63Q (194408.360000 sec): 3 clusters
  Score: Raw -2261389.768122 + Penalty 3303.851837 = -2258085.916286
  nChanged 16
		SP:Iteration 64Q (194408.680000 sec): 3 clusters
  Score: Raw -2261392.255982 + Penalty 3303.851837 = -2258088.404145
  nChanged 14
		SP:Iteration 65Q (194408.940000 sec): 3 clusters
  Score: Raw -2261394.292686 + Penalty 3303.851837 = -2258090.440849
  nChanged 8
		SP:Iteration 66Q (194409.250000 sec): 3 clusters
  Score: Raw -2261395.304594 + Penalty 3303.851837 = -2258091.452757
  nChanged 7
		SP:Iteration 67Q (194409.480000 sec): 3 clusters
  Score: Raw -2261396.132038 + Penalty 3303.851837 = -2258092.280201
  nChanged 11
		SP:Iteration 68Q (194409.760000 sec): 3 clusters
  Score: Raw -2261397.640501 + Penalty 3303.851837 = -2258093.788664
  nChanged 11
		SP:Iteration 69Q (194410.060000 sec): 3 clusters
  Score: Raw -2261399.013638 + Penalty 3303.851837 = -2258095.161801
  nChanged 5
		SP:Iteration 70Q (194410.360000 sec): 3 clusters
  Score: Raw -2261399.557751 + Penalty 3303.851837 = -2258095.705914
  nChanged 6
		SP:Iteration 71Q (194410.660000 sec): 3 clusters
  Score: Raw -2261400.193887 + Penalty 3303.851837 = -2258096.342051
  nChanged 5
		SP:Iteration 72Q (194410.900000 sec): 3 clusters
  Score: Raw -2261400.909568 + Penalty 3303.851837 = -2258097.057731
  nChanged 7
		SP:Iteration 73Q (194411.140000 sec): 3 clusters
  Score: Raw -2261401.672263 + Penalty 3303.851837 = -2258097.820426
  nChanged 2
		SP:Iteration 74Q (194411.390000 sec): 3 clusters
  Score: Raw -2261401.916058 + Penalty 3303.851837 = -2258098.064222
  nChanged 3
		SP:Iteration 75Q (194411.620000 sec): 3 clusters
  Score: Raw -2261402.444005 + Penalty 3303.851837 = -2258098.592168
  nChanged 4
		SP:Iteration 76Q (194411.930000 sec): 3 clusters
  Score: Raw -2261402.902361 + Penalty 3303.851837 = -2258099.050525
  nChanged 1
		SP:Iteration 77Q (194412.200000 sec): 3 clusters
  Score: Raw -2261403.042669 + Penalty 3303.851837 = -2258099.190832
  nChanged 1
		SP:Iteration 78Q (194412.440000 sec): 3 clusters
  Score: Raw -2261403.182392 + Penalty 3303.851837 = -2258099.330555
  nChanged 1
		SP:Iteration 79Q (194412.700000 sec): 3 clusters
  Score: Raw -2261403.309236 + Penalty 3303.851837 = -2258099.457399
  nChanged 2
		SP:Iteration 80F (194412.960000 sec): 3 clusters
  Score: Raw -2261403.557964 + Penalty 3303.851837 = -2258099.706127
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 28 (30951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194413.220000 sec): 2 clusters
  Score: Raw -2550566.067512 + Penalty 1680.276096 = -2548885.791416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194413.510000 sec): 3 clusters
  Score: Raw -2531404.658900 + Penalty 3360.552191 = -2528044.106709
  nChanged 14321
		SP:Iteration 1F (194413.840000 sec): 3 clusters
  Score: Raw -2539422.854814 + Penalty 3360.552191 = -2536062.302623
  nChanged 1330
		SP:Iteration 2Q (194414.180000 sec): 3 clusters
  Score: Raw -2539844.747574 + Penalty 3360.552191 = -2536484.195383
  nChanged 1289
		SP:Iteration 3Q (194414.490000 sec): 3 clusters
  Score: Raw -2540276.041340 + Penalty 3360.552191 = -2536915.489149
  nChanged 1215
		SP:Iteration 4Q (194414.790000 sec): 3 clusters
  Score: Raw -2540760.876176 + Penalty 3360.552191 = -2537400.323985
  nChanged 1263
		SP:Iteration 5Q (194415.160000 sec): 3 clusters
  Score: Raw -2541353.087545 + Penalty 3360.552191 = -2537992.535354
  nChanged 1353
		SP:Iteration 6Q (194415.490000 sec): 3 clusters
  Score: Raw -2542046.769649 + Penalty 3360.552191 = -2538686.217458
  nChanged 1451
		SP:Iteration 7Q (194415.790000 sec): 3 clusters
  Score: Raw -2542837.161149 + Penalty 3360.552191 = -2539476.608958
  nChanged 1477
		SP:Iteration 8Q (194416.130000 sec): 3 clusters
  Score: Raw -2543723.856115 + Penalty 3360.552191 = -2540363.303924
  nChanged 1534
		SP:Iteration 9Q (194416.480000 sec): 3 clusters
  Score: Raw -2544686.947109 + Penalty 3360.552191 = -2541326.394918
  nChanged 1516
		SP:Iteration 10Q (194416.830000 sec): 3 clusters
  Score: Raw -2545662.825672 + Penalty 3360.552191 = -2542302.273481
  nChanged 1436
		SP:Iteration 11Q (194417.150000 sec): 3 clusters
  Score: Raw -2546697.299709 + Penalty 3360.552191 = -2543336.747518
  nChanged 1350
		SP:Iteration 12Q (194417.450000 sec): 3 clusters
  Score: Raw -2547770.016469 + Penalty 3360.552191 = -2544409.464278
  nChanged 1183
		SP:Iteration 13Q (194417.780000 sec): 3 clusters
  Score: Raw -2548785.684743 + Penalty 3360.552191 = -2545425.132552
  nChanged 926
		SP:Iteration 14Q (194418.090000 sec): 3 clusters
  Score: Raw -2549675.794943 + Penalty 3360.552191 = -2546315.242752
  nChanged 805
		SP:Iteration 15Q (194418.390000 sec): 3 clusters
  Score: Raw -2550419.352660 + Penalty 3360.552191 = -2547058.800469
  nChanged 646
		SP:Iteration 16Q (194418.730000 sec): 3 clusters
  Score: Raw -2550927.135160 + Penalty 3360.552191 = -2547566.582969
  nChanged 504
		SP:Iteration 17Q (194419.070000 sec): 3 clusters
  Score: Raw -2551222.822781 + Penalty 3360.552191 = -2547862.270590
  nChanged 385
		SP:Iteration 18Q (194419.380000 sec): 3 clusters
  Score: Raw -2551404.855186 + Penalty 3360.552191 = -2548044.302995
  nChanged 293
		SP:Iteration 19Q (194419.680000 sec): 3 clusters
  Score: Raw -2551515.929992 + Penalty 3360.552191 = -2548155.377801
  nChanged 209
		SP:Iteration 20F (194420.010000 sec): 3 clusters
  Score: Raw -2551595.730441 + Penalty 3360.552191 = -2548235.178250
  nChanged 196
		SP:Iteration 21Q (194420.300000 sec): 3 clusters
  Score: Raw -2551660.615352 + Penalty 3360.552191 = -2548300.063161
  nChanged 147
		SP:Iteration 22Q (194420.580000 sec): 3 clusters
  Score: Raw -2551702.910136 + Penalty 3360.552191 = -2548342.357944
  nChanged 109
		SP:Iteration 23Q (194420.890000 sec): 3 clusters
  Score: Raw -2551733.509179 + Penalty 3360.552191 = -2548372.956988
  nChanged 84
		SP:Iteration 24Q (194421.170000 sec): 3 clusters
  Score: Raw -2551750.684157 + Penalty 3360.552191 = -2548390.131966
  nChanged 56
		SP:Iteration 25Q (194421.460000 sec): 3 clusters
  Score: Raw -2551761.278364 + Penalty 3360.552191 = -2548400.726173
  nChanged 45
		SP:Iteration 26Q (194421.730000 sec): 3 clusters
  Score: Raw -2551770.108591 + Penalty 3360.552191 = -2548409.556400
  nChanged 53
		SP:Iteration 27Q (194422.010000 sec): 3 clusters
  Score: Raw -2551779.274951 + Penalty 3360.552191 = -2548418.722760
  nChanged 30
		SP:Iteration 28Q (194422.340000 sec): 3 clusters
  Score: Raw -2551784.006580 + Penalty 3360.552191 = -2548423.454389
  nChanged 24
		SP:Iteration 29Q (194422.630000 sec): 3 clusters
  Score: Raw -2551788.521100 + Penalty 3360.552191 = -2548427.968909
  nChanged 29
		SP:Iteration 30Q (194422.920000 sec): 3 clusters
  Score: Raw -2551793.376533 + Penalty 3360.552191 = -2548432.824342
  nChanged 30
		SP:Iteration 31Q (194423.200000 sec): 3 clusters
  Score: Raw -2551799.075328 + Penalty 3360.552191 = -2548438.523137
  nChanged 20
		SP:Iteration 32Q (194423.550000 sec): 3 clusters
  Score: Raw -2551802.050107 + Penalty 3360.552191 = -2548441.497916
  nChanged 23
		SP:Iteration 33Q (194423.850000 sec): 3 clusters
  Score: Raw -2551806.204821 + Penalty 3360.552191 = -2548445.652630
  nChanged 23
		SP:Iteration 34Q (194424.180000 sec): 3 clusters
  Score: Raw -2551809.379198 + Penalty 3360.552191 = -2548448.827007
  nChanged 13
		SP:Iteration 35Q (194424.460000 sec): 3 clusters
  Score: Raw -2551811.265267 + Penalty 3360.552191 = -2548450.713076
  nChanged 10
		SP:Iteration 36Q (194424.790000 sec): 3 clusters
  Score: Raw -2551812.579419 + Penalty 3360.552191 = -2548452.027228
  nChanged 4
		SP:Iteration 37Q (194425.080000 sec): 3 clusters
  Score: Raw -2551813.396257 + Penalty 3360.552191 = -2548452.844066
  nChanged 9
		SP:Iteration 38Q (194425.310000 sec): 3 clusters
  Score: Raw -2551814.524400 + Penalty 3360.552191 = -2548453.972209
  nChanged 6
		SP:Iteration 39Q (194425.670000 sec): 3 clusters
  Score: Raw -2551814.909168 + Penalty 3360.552191 = -2548454.356977
  nChanged 2
		SP:Iteration 40F (194425.950000 sec): 3 clusters
  Score: Raw -2551815.201384 + Penalty 3360.552191 = -2548454.649193
  nChanged 1
		SP:Iteration 41Q (194426.250000 sec): 3 clusters
  Score: Raw -2551815.258632 + Penalty 3360.552191 = -2548454.706441
  nChanged 1
		SP:Iteration 42Q (194426.550000 sec): 3 clusters
  Score: Raw -2551815.385315 + Penalty 3360.552191 = -2548454.833124
  nChanged 1
		SP:Iteration 43Q (194426.900000 sec): 3 clusters
  Score: Raw -2551815.543929 + Penalty 3360.552191 = -2548454.991738
  nChanged 1
		SP:Iteration 44Q (194427.170000 sec): 3 clusters
  Score: Raw -2551815.715513 + Penalty 3360.552191 = -2548455.163322
  nChanged 2
		SP:Iteration 45Q (194427.510000 sec): 3 clusters
  Score: Raw -2551816.099595 + Penalty 3360.552191 = -2548455.547404
  nChanged 2
		SP:Iteration 46Q (194427.870000 sec): 3 clusters
  Score: Raw -2551816.390117 + Penalty 3360.552191 = -2548455.837926
  nChanged 6
		SP:Iteration 47Q (194428.180000 sec): 3 clusters
  Score: Raw -2551816.811325 + Penalty 3360.552191 = -2548456.259134
  nChanged 3
		SP:Iteration 48Q (194428.460000 sec): 3 clusters
  Score: Raw -2551817.098496 + Penalty 3360.552191 = -2548456.546305
  nChanged 3
		SP:Iteration 49Q (194428.760000 sec): 3 clusters
  Score: Raw -2551817.384350 + Penalty 3360.552191 = -2548456.832159
  nChanged 4
		SP:Iteration 50Q (194429.080000 sec): 3 clusters
  Score: Raw -2551817.839972 + Penalty 3360.552191 = -2548457.287781
  nChanged 4
		SP:Iteration 51Q (194429.390000 sec): 3 clusters
  Score: Raw -2551818.332353 + Penalty 3360.552191 = -2548457.780162
  nChanged 3
		SP:Iteration 52Q (194429.660000 sec): 3 clusters
  Score: Raw -2551818.641086 + Penalty 3360.552191 = -2548458.088895
  nChanged 5
		SP:Iteration 53Q (194430.000000 sec): 3 clusters
  Score: Raw -2551819.159868 + Penalty 3360.552191 = -2548458.607677
  nChanged 3
		SP:Iteration 54Q (194430.240000 sec): 3 clusters
  Score: Raw -2551819.763895 + Penalty 3360.552191 = -2548459.211704
  nChanged 6
		SP:Iteration 55Q (194430.540000 sec): 3 clusters
  Score: Raw -2551820.582861 + Penalty 3360.552191 = -2548460.030670
  nChanged 2
		SP:Iteration 56Q (194430.840000 sec): 3 clusters
  Score: Raw -2551820.840207 + Penalty 3360.552191 = -2548460.288016
  nChanged 1
		SP:Iteration 57Q (194431.150000 sec): 3 clusters
  Score: Raw -2551820.937722 + Penalty 3360.552191 = -2548460.385531
  nChanged 0
		SP:Iteration 58F (194431.430000 sec): 3 clusters
  Score: Raw -2551820.937722 + Penalty 3360.552191 = -2548460.385531
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 29 (508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194431.560000 sec): 2 clusters
  Score: Raw -45779.644218 + Penalty 1012.453235 = -44767.190983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194431.730000 sec): 3 clusters
  Score: Raw -45725.108691 + Penalty 2024.906470 = -43700.202221
  nChanged 113
		SP:Iteration 1F (194431.880000 sec): 3 clusters
  Score: Raw -45849.257840 + Penalty 2024.906470 = -43824.351370
  nChanged 22
		SP:Iteration 2Q (194432.100000 sec): 3 clusters
  Score: Raw -45875.785070 + Penalty 2024.906470 = -43850.878599
  nChanged 12
		SP:Iteration 3Q (194432.250000 sec): 3 clusters
  Score: Raw -45891.236712 + Penalty 2024.906470 = -43866.330241
  nChanged 6
		SP:Iteration 4Q (194432.460000 sec): 3 clusters
  Score: Raw -45899.197269 + Penalty 2024.906470 = -43874.290799
  nChanged 3
		SP:Iteration 5Q (194432.610000 sec): 3 clusters
  Score: Raw -45903.149815 + Penalty 2024.906470 = -43878.243345
  nChanged 1
		SP:Iteration 6Q (194432.800000 sec): 3 clusters
  Score: Raw -45903.448306 + Penalty 2024.906470 = -43878.541836
  nChanged 0
		SP:Iteration 7F (194432.970000 sec): 3 clusters
  Score: Raw -45903.448306 + Penalty 2024.906470 = -43878.541836
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 30 (4514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194433.090000 sec): 2 clusters
  Score: Raw -339180.377546 + Penalty 1367.427581 = -337812.949966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194433.290000 sec): 3 clusters
  Score: Raw -336832.112158 + Penalty 2734.855161 = -334097.256997
  nChanged 1871
		SP:Iteration 1F (194433.530000 sec): 3 clusters
  Score: Raw -337963.696382 + Penalty 2734.855161 = -335228.841221
  nChanged 398
		SP:Iteration 2F (194433.700000 sec): 3 clusters
  Score: Raw -338233.786546 + Penalty 2734.855161 = -335498.931385
  nChanged 286
		SP:Iteration 3F (194433.880000 sec): 3 clusters
  Score: Raw -338428.960364 + Penalty 2734.855161 = -335694.105203
  nChanged 232
		SP:Iteration 4F (194434.060000 sec): 3 clusters
  Score: Raw -338600.631681 + Penalty 2734.855161 = -335865.776520
  nChanged 220
		SP:Iteration 5Q (194434.240000 sec): 3 clusters
  Score: Raw -338767.110759 + Penalty 2734.855161 = -336032.255598
  nChanged 221
		SP:Iteration 6Q (194434.430000 sec): 3 clusters
  Score: Raw -338940.807654 + Penalty 2734.855161 = -336205.952493
  nChanged 222
		SP:Iteration 7Q (194434.590000 sec): 3 clusters
  Score: Raw -339126.705941 + Penalty 2734.855161 = -336391.850780
  nChanged 182
		SP:Iteration 8Q (194434.800000 sec): 3 clusters
  Score: Raw -339255.889603 + Penalty 2734.855161 = -336521.034442
  nChanged 157
		SP:Iteration 9Q (194435.000000 sec): 3 clusters
  Score: Raw -339354.052851 + Penalty 2734.855161 = -336619.197690
  nChanged 117
		SP:Iteration 10Q (194435.190000 sec): 3 clusters
  Score: Raw -339413.703614 + Penalty 2734.855161 = -336678.848453
  nChanged 87
		SP:Iteration 11Q (194435.380000 sec): 3 clusters
  Score: Raw -339449.264912 + Penalty 2734.855161 = -336714.409751
  nChanged 71
		SP:Iteration 12Q (194435.570000 sec): 3 clusters
  Score: Raw -339476.945471 + Penalty 2734.855161 = -336742.090310
  nChanged 64
		SP:Iteration 13Q (194435.780000 sec): 3 clusters
  Score: Raw -339499.787326 + Penalty 2734.855161 = -336764.932165
  nChanged 51
		SP:Iteration 14Q (194435.910000 sec): 3 clusters
  Score: Raw -339516.767750 + Penalty 2734.855161 = -336781.912589
  nChanged 35
		SP:Iteration 15Q (194436.150000 sec): 3 clusters
  Score: Raw -339525.235089 + Penalty 2734.855161 = -336790.379928
  nChanged 20
		SP:Iteration 16Q (194436.290000 sec): 3 clusters
  Score: Raw -339529.568572 + Penalty 2734.855161 = -336794.713411
  nChanged 17
		SP:Iteration 17Q (194436.480000 sec): 3 clusters
  Score: Raw -339534.881683 + Penalty 2734.855161 = -336800.026522
  nChanged 15
		SP:Iteration 18Q (194436.630000 sec): 3 clusters
  Score: Raw -339538.082236 + Penalty 2734.855161 = -336803.227075
  nChanged 9
		SP:Iteration 19Q (194436.810000 sec): 3 clusters
  Score: Raw -339540.268237 + Penalty 2734.855161 = -336805.413076
  nChanged 6
		SP:Iteration 20F (194437.010000 sec): 3 clusters
  Score: Raw -339541.949158 + Penalty 2734.855161 = -336807.093997
  nChanged 5
		SP:Iteration 21Q (194437.210000 sec): 3 clusters
  Score: Raw -339543.287034 + Penalty 2734.855161 = -336808.431873
  nChanged 3
		SP:Iteration 22Q (194437.400000 sec): 3 clusters
  Score: Raw -339543.789299 + Penalty 2734.855161 = -336808.934138
  nChanged 3
		SP:Iteration 23Q (194437.580000 sec): 3 clusters
  Score: Raw -339544.382626 + Penalty 2734.855161 = -336809.527465
  nChanged 2
		SP:Iteration 24Q (194437.730000 sec): 3 clusters
  Score: Raw -339545.072327 + Penalty 2734.855161 = -336810.217165
  nChanged 1
		SP:Iteration 25Q (194437.940000 sec): 3 clusters
  Score: Raw -339545.195631 + Penalty 2734.855161 = -336810.340470
  nChanged 0
		SP:Iteration 26F (194438.090000 sec): 3 clusters
  Score: Raw -339545.195631 + Penalty 2734.855161 = -336810.340470
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 31 (70449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194438.440000 sec): 2 clusters
  Score: Raw -6246088.035316 + Penalty 1813.929702 = -6244274.105614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194438.960000 sec): 3 clusters
  Score: Raw -6200775.692950 + Penalty 3627.859405 = -6197147.833545
  nChanged 33214
		SP:Iteration 1F (194439.430000 sec): 3 clusters
  Score: Raw -6219618.628488 + Penalty 3627.859405 = -6215990.769083
  nChanged 2641
		SP:Iteration 2Q (194439.960000 sec): 3 clusters
  Score: Raw -6220343.978523 + Penalty 3627.859405 = -6216716.119118
  nChanged 2666
		SP:Iteration 3Q (194440.490000 sec): 3 clusters
  Score: Raw -6221179.249549 + Penalty 3627.859405 = -6217551.390144
  nChanged 2998
		SP:Iteration 4Q (194441.030000 sec): 3 clusters
  Score: Raw -6222307.570172 + Penalty 3627.859405 = -6218679.710767
  nChanged 3486
		SP:Iteration 5Q (194441.560000 sec): 3 clusters
  Score: Raw -6223828.696803 + Penalty 3627.859405 = -6220200.837398
  nChanged 3985
		SP:Iteration 6F (194442.010000 sec): 3 clusters
  Score: Raw -6225787.973342 + Penalty 3627.859405 = -6222160.113937
  nChanged 4431
		SP:Iteration 7F (194442.580000 sec): 3 clusters
  Score: Raw -6228064.852903 + Penalty 3627.859405 = -6224436.993498
  nChanged 4462
		SP:Iteration 8F (194443.050000 sec): 3 clusters
  Score: Raw -6230348.286965 + Penalty 3627.859405 = -6226720.427560
  nChanged 4067
		SP:Iteration 9F (194443.490000 sec): 3 clusters
  Score: Raw -6232340.972707 + Penalty 3627.859405 = -6228713.113303
  nChanged 3480
		SP:Iteration 10Q (194444.000000 sec): 3 clusters
  Score: Raw -6233996.403182 + Penalty 3627.859405 = -6230368.543777
  nChanged 2962
		SP:Iteration 11Q (194444.490000 sec): 3 clusters
  Score: Raw -6235488.298266 + Penalty 3627.859405 = -6231860.438861
  nChanged 2851
		SP:Iteration 12Q (194444.950000 sec): 3 clusters
  Score: Raw -6237063.150711 + Penalty 3627.859405 = -6233435.291306
  nChanged 2774
		SP:Iteration 13Q (194445.470000 sec): 3 clusters
  Score: Raw -6238778.026211 + Penalty 3627.859405 = -6235150.166807
  nChanged 2658
		SP:Iteration 14Q (194445.970000 sec): 3 clusters
  Score: Raw -6240642.635282 + Penalty 3627.859405 = -6237014.775877
  nChanged 2362
		SP:Iteration 15Q (194446.520000 sec): 3 clusters
  Score: Raw -6242480.956981 + Penalty 3627.859405 = -6238853.097576
  nChanged 1899
		SP:Iteration 16Q (194446.980000 sec): 3 clusters
  Score: Raw -6244081.248835 + Penalty 3627.859405 = -6240453.389431
  nChanged 1294
		SP:Iteration 17Q (194447.460000 sec): 3 clusters
  Score: Raw -6245218.449366 + Penalty 3627.859405 = -6241590.589961
  nChanged 676
		SP:Iteration 18Q (194447.940000 sec): 3 clusters
  Score: Raw -6245787.130149 + Penalty 3627.859405 = -6242159.270744
  nChanged 339
		SP:Iteration 19Q (194448.380000 sec): 3 clusters
  Score: Raw -6246072.906452 + Penalty 3627.859405 = -6242445.047047
  nChanged 148
		SP:Iteration 20F (194448.790000 sec): 3 clusters
  Score: Raw -6246199.655126 + Penalty 3627.859405 = -6242571.795721
  nChanged 65
		SP:Iteration 21Q (194449.280000 sec): 3 clusters
  Score: Raw -6246252.883385 + Penalty 3627.859405 = -6242625.023980
  nChanged 43
		SP:Iteration 22Q (194449.790000 sec): 3 clusters
  Score: Raw -6246288.228071 + Penalty 3627.859405 = -6242660.368666
  nChanged 28
		SP:Iteration 23Q (194450.260000 sec): 3 clusters
  Score: Raw -6246308.173687 + Penalty 3627.859405 = -6242680.314283
  nChanged 21
		SP:Iteration 24Q (194450.700000 sec): 3 clusters
  Score: Raw -6246330.677372 + Penalty 3627.859405 = -6242702.817967
  nChanged 20
		SP:Iteration 25Q (194451.110000 sec): 3 clusters
  Score: Raw -6246349.878389 + Penalty 3627.859405 = -6242722.018984
  nChanged 19
		SP:Iteration 26Q (194451.550000 sec): 3 clusters
  Score: Raw -6246368.019617 + Penalty 3627.859405 = -6242740.160213
  nChanged 14
		SP:Iteration 27Q (194451.990000 sec): 3 clusters
  Score: Raw -6246377.724351 + Penalty 3627.859405 = -6242749.864946
  nChanged 7
		SP:Iteration 28Q (194452.430000 sec): 3 clusters
  Score: Raw -6246385.918162 + Penalty 3627.859405 = -6242758.058757
  nChanged 10
		SP:Iteration 29Q (194452.780000 sec): 3 clusters
  Score: Raw -6246399.099178 + Penalty 3627.859405 = -6242771.239773
  nChanged 9
		SP:Iteration 30Q (194453.200000 sec): 3 clusters
  Score: Raw -6246408.937877 + Penalty 3627.859405 = -6242781.078472
  nChanged 15
		SP:Iteration 31Q (194453.630000 sec): 3 clusters
  Score: Raw -6246419.668389 + Penalty 3627.859405 = -6242791.808984
  nChanged 7
		SP:Iteration 32Q (194454.130000 sec): 3 clusters
  Score: Raw -6246426.024401 + Penalty 3627.859405 = -6242798.164996
  nChanged 3
		SP:Iteration 33Q (194454.530000 sec): 3 clusters
  Score: Raw -6246429.340555 + Penalty 3627.859405 = -6242801.481150
  nChanged 2
		SP:Iteration 34Q (194454.980000 sec): 3 clusters
  Score: Raw -6246431.699328 + Penalty 3627.859405 = -6242803.839923
  nChanged 4
		SP:Iteration 35Q (194455.440000 sec): 3 clusters
  Score: Raw -6246436.103636 + Penalty 3627.859405 = -6242808.244231
  nChanged 6
		SP:Iteration 36Q (194455.890000 sec): 3 clusters
  Score: Raw -6246442.236068 + Penalty 3627.859405 = -6242814.376663
  nChanged 9
		SP:Iteration 37Q (194456.330000 sec): 3 clusters
  Score: Raw -6246448.474849 + Penalty 3627.859405 = -6242820.615444
  nChanged 3
		SP:Iteration 38Q (194456.730000 sec): 3 clusters
  Score: Raw -6246450.516948 + Penalty 3627.859405 = -6242822.657543
  nChanged 2
		SP:Iteration 39Q (194457.140000 sec): 3 clusters
  Score: Raw -6246451.405175 + Penalty 3627.859405 = -6242823.545770
  nChanged 1
		SP:Iteration 40F (194457.580000 sec): 3 clusters
  Score: Raw -6246452.210123 + Penalty 3627.859405 = -6242824.350719
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 32 (1532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194457.700000 sec): 2 clusters
  Score: Raw -124503.245278 + Penalty 1191.828519 = -123311.416759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194457.930000 sec): 3 clusters
  Score: Raw -123890.605488 + Penalty 2383.657039 = -121506.948449
  nChanged 498
		SP:Iteration 1F (194458.090000 sec): 3 clusters
  Score: Raw -124233.472927 + Penalty 2383.657039 = -121849.815889
  nChanged 129
		SP:Iteration 2F (194458.270000 sec): 3 clusters
  Score: Raw -124336.820331 + Penalty 2383.657039 = -121953.163293
  nChanged 65
		SP:Iteration 3Q (194458.430000 sec): 3 clusters
  Score: Raw -124391.098239 + Penalty 2383.657039 = -122007.441200
  nChanged 52
		SP:Iteration 4Q (194458.630000 sec): 3 clusters
  Score: Raw -124422.712415 + Penalty 2383.657039 = -122039.055377
  nChanged 31
		SP:Iteration 5Q (194458.840000 sec): 3 clusters
  Score: Raw -124443.122852 + Penalty 2383.657039 = -122059.465813
  nChanged 23
		SP:Iteration 6Q (194458.970000 sec): 3 clusters
  Score: Raw -124458.328628 + Penalty 2383.657039 = -122074.671589
  nChanged 17
		SP:Iteration 7Q (194459.180000 sec): 3 clusters
  Score: Raw -124470.619524 + Penalty 2383.657039 = -122086.962485
  nChanged 17
		SP:Iteration 8Q (194459.360000 sec): 3 clusters
  Score: Raw -124482.746073 + Penalty 2383.657039 = -122099.089034
  nChanged 13
		SP:Iteration 9Q (194459.510000 sec): 3 clusters
  Score: Raw -124496.818882 + Penalty 2383.657039 = -122113.161843
  nChanged 17
		SP:Iteration 10Q (194459.660000 sec): 3 clusters
  Score: Raw -124506.632069 + Penalty 2383.657039 = -122122.975030
  nChanged 7
		SP:Iteration 11Q (194459.850000 sec): 3 clusters
  Score: Raw -124510.102694 + Penalty 2383.657039 = -122126.445655
  nChanged 6
		SP:Iteration 12Q (194459.990000 sec): 3 clusters
  Score: Raw -124514.706849 + Penalty 2383.657039 = -122131.049810
  nChanged 5
		SP:Iteration 13Q (194460.120000 sec): 3 clusters
  Score: Raw -124517.228786 + Penalty 2383.657039 = -122133.571747
  nChanged 3
		SP:Iteration 14Q (194460.290000 sec): 3 clusters
  Score: Raw -124519.668209 + Penalty 2383.657039 = -122136.011170
  nChanged 3
		SP:Iteration 15Q (194460.500000 sec): 3 clusters
  Score: Raw -124524.467050 + Penalty 2383.657039 = -122140.810011
  nChanged 9
		SP:Iteration 16Q (194460.630000 sec): 3 clusters
  Score: Raw -124528.362535 + Penalty 2383.657039 = -122144.705496
  nChanged 5
		SP:Iteration 17Q (194460.750000 sec): 3 clusters
  Score: Raw -124531.625638 + Penalty 2383.657039 = -122147.968599
  nChanged 5
		SP:Iteration 18Q (194460.920000 sec): 3 clusters
  Score: Raw -124534.089673 + Penalty 2383.657039 = -122150.432634
  nChanged 8
		SP:Iteration 19Q (194461.100000 sec): 3 clusters
  Score: Raw -124539.399013 + Penalty 2383.657039 = -122155.741974
  nChanged 4
		SP:Iteration 20F (194461.300000 sec): 3 clusters
  Score: Raw -124541.508569 + Penalty 2383.657039 = -122157.851530
  nChanged 7
		SP:Iteration 21Q (194461.430000 sec): 3 clusters
  Score: Raw -124545.665616 + Penalty 2383.657039 = -122162.008577
  nChanged 10
		SP:Iteration 22Q (194461.550000 sec): 3 clusters
  Score: Raw -124550.456520 + Penalty 2383.657039 = -122166.799481
  nChanged 8
		SP:Iteration 23Q (194461.640000 sec): 3 clusters
  Score: Raw -124555.580120 + Penalty 2383.657039 = -122171.923081
  nChanged 6
		SP:Iteration 24Q (194461.740000 sec): 3 clusters
  Score: Raw -124557.654043 + Penalty 2383.657039 = -122173.997004
  nChanged 4
		SP:Iteration 25Q (194461.830000 sec): 3 clusters
  Score: Raw -124561.977984 + Penalty 2383.657039 = -122178.320945
  nChanged 7
		SP:Iteration 26Q (194462.030000 sec): 3 clusters
  Score: Raw -124566.442050 + Penalty 2383.657039 = -122182.785011
  nChanged 5
		SP:Iteration 27Q (194462.230000 sec): 3 clusters
  Score: Raw -124568.081447 + Penalty 2383.657039 = -122184.424408
  nChanged 2
		SP:Iteration 28Q (194462.380000 sec): 3 clusters
  Score: Raw -124569.136235 + Penalty 2383.657039 = -122185.479196
  nChanged 2
		SP:Iteration 29Q (194462.530000 sec): 3 clusters
  Score: Raw -124569.783790 + Penalty 2383.657039 = -122186.126751
  nChanged 3
		SP:Iteration 30Q (194462.730000 sec): 3 clusters
  Score: Raw -124573.453840 + Penalty 2383.657039 = -122189.796801
  nChanged 4
		SP:Iteration 31Q (194462.920000 sec): 3 clusters
  Score: Raw -124577.557738 + Penalty 2383.657039 = -122193.900699
  nChanged 3
		SP:Iteration 32Q (194463.100000 sec): 3 clusters
  Score: Raw -124578.256472 + Penalty 2383.657039 = -122194.599433
  nChanged 2
		SP:Iteration 33Q (194463.250000 sec): 3 clusters
  Score: Raw -124579.622634 + Penalty 2383.657039 = -122195.965595
  nChanged 0
		SP:Iteration 34F (194463.440000 sec): 3 clusters
  Score: Raw -124579.622634 + Penalty 2383.657039 = -122195.965595
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 33 (1864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194463.520000 sec): 2 clusters
  Score: Raw -158805.357836 + Penalty 1223.702999 = -157581.654837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194463.660000 sec): 3 clusters
  Score: Raw -158013.151248 + Penalty 2447.405998 = -155565.745250
  nChanged 647
		SP:Iteration 1F (194463.780000 sec): 3 clusters
  Score: Raw -158446.250278 + Penalty 2447.405998 = -155998.844279
  nChanged 168
		SP:Iteration 2F (194463.880000 sec): 3 clusters
  Score: Raw -158581.538968 + Penalty 2447.405998 = -156134.132969
  nChanged 113
		SP:Iteration 3F (194463.980000 sec): 3 clusters
  Score: Raw -158700.284628 + Penalty 2447.405998 = -156252.878629
  nChanged 113
		SP:Iteration 4F (194464.180000 sec): 3 clusters
  Score: Raw -158812.049577 + Penalty 2447.405998 = -156364.643578
  nChanged 84
		SP:Iteration 5Q (194464.340000 sec): 3 clusters
  Score: Raw -158896.227418 + Penalty 2447.405998 = -156448.821419
  nChanged 74
		SP:Iteration 6Q (194464.460000 sec): 3 clusters
  Score: Raw -158962.960034 + Penalty 2447.405998 = -156515.554035
  nChanged 51
		SP:Iteration 7Q (194464.580000 sec): 3 clusters
  Score: Raw -159004.215599 + Penalty 2447.405998 = -156556.809600
  nChanged 47
		SP:Iteration 8Q (194464.710000 sec): 3 clusters
  Score: Raw -159046.231301 + Penalty 2447.405998 = -156598.825303
  nChanged 50
		SP:Iteration 9Q (194464.920000 sec): 3 clusters
  Score: Raw -159097.356480 + Penalty 2447.405998 = -156649.950482
  nChanged 49
		SP:Iteration 10Q (194465.040000 sec): 3 clusters
  Score: Raw -159141.580209 + Penalty 2447.405998 = -156694.174211
  nChanged 47
		SP:Iteration 11Q (194465.170000 sec): 3 clusters
  Score: Raw -159178.429126 + Penalty 2447.405998 = -156731.023128
  nChanged 28
		SP:Iteration 12Q (194465.340000 sec): 3 clusters
  Score: Raw -159200.677154 + Penalty 2447.405998 = -156753.271155
  nChanged 27
		SP:Iteration 13Q (194465.460000 sec): 3 clusters
  Score: Raw -159227.324083 + Penalty 2447.405998 = -156779.918085
  nChanged 26
		SP:Iteration 14Q (194465.660000 sec): 3 clusters
  Score: Raw -159253.658934 + Penalty 2447.405998 = -156806.252935
  nChanged 21
		SP:Iteration 15Q (194465.800000 sec): 3 clusters
  Score: Raw -159273.350691 + Penalty 2447.405998 = -156825.944693
  nChanged 20
		SP:Iteration 16Q (194465.960000 sec): 3 clusters
  Score: Raw -159294.959346 + Penalty 2447.405998 = -156847.553347
  nChanged 20
		SP:Iteration 17Q (194466.180000 sec): 3 clusters
  Score: Raw -159310.733960 + Penalty 2447.405998 = -156863.327961
  nChanged 17
		SP:Iteration 18Q (194466.360000 sec): 3 clusters
  Score: Raw -159325.407203 + Penalty 2447.405998 = -156878.001205
  nChanged 12
		SP:Iteration 19Q (194466.540000 sec): 3 clusters
  Score: Raw -159333.024199 + Penalty 2447.405998 = -156885.618200
  nChanged 6
		SP:Iteration 20F (194466.700000 sec): 3 clusters
  Score: Raw -159335.393586 + Penalty 2447.405998 = -156887.987588
  nChanged 2
		SP:Iteration 21Q (194466.890000 sec): 3 clusters
  Score: Raw -159336.645543 + Penalty 2447.405998 = -156889.239545
  nChanged 1
		SP:Iteration 22Q (194467.090000 sec): 3 clusters
  Score: Raw -159336.968579 + Penalty 2447.405998 = -156889.562580
  nChanged 0
		SP:Iteration 23F (194467.280000 sec): 3 clusters
  Score: Raw -159336.968579 + Penalty 2447.405998 = -156889.562580
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 34 (10507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194467.380000 sec): 2 clusters
  Score: Raw -842536.239016 + Penalty 1504.717009 = -841031.522007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194467.600000 sec): 3 clusters
  Score: Raw -836546.160589 + Penalty 3009.434019 = -833536.726570
  nChanged 4602
		SP:Iteration 1F (194467.820000 sec): 3 clusters
  Score: Raw -839056.809567 + Penalty 3009.434019 = -836047.375549
  nChanged 707
		SP:Iteration 2F (194468.060000 sec): 3 clusters
  Score: Raw -839399.549383 + Penalty 3009.434019 = -836390.115364
  nChanged 589
		SP:Iteration 3F (194468.320000 sec): 3 clusters
  Score: Raw -839694.933784 + Penalty 3009.434019 = -836685.499765
  nChanged 519
		SP:Iteration 4Q (194468.500000 sec): 3 clusters
  Score: Raw -839956.692446 + Penalty 3009.434019 = -836947.258427
  nChanged 479
		SP:Iteration 5Q (194468.760000 sec): 3 clusters
  Score: Raw -840215.507973 + Penalty 3009.434019 = -837206.073955
  nChanged 478
		SP:Iteration 6Q (194468.970000 sec): 3 clusters
  Score: Raw -840511.101442 + Penalty 3009.434019 = -837501.667423
  nChanged 495
		SP:Iteration 7Q (194469.220000 sec): 3 clusters
  Score: Raw -840820.402405 + Penalty 3009.434019 = -837810.968386
  nChanged 454
		SP:Iteration 8Q (194469.440000 sec): 3 clusters
  Score: Raw -841091.375432 + Penalty 3009.434019 = -838081.941413
  nChanged 406
		SP:Iteration 9Q (194469.660000 sec): 3 clusters
  Score: Raw -841298.631905 + Penalty 3009.434019 = -838289.197886
  nChanged 344
		SP:Iteration 10Q (194469.880000 sec): 3 clusters
  Score: Raw -841487.956199 + Penalty 3009.434019 = -838478.522180
  nChanged 325
		SP:Iteration 11Q (194470.120000 sec): 3 clusters
  Score: Raw -841660.281625 + Penalty 3009.434019 = -838650.847607
  nChanged 276
		SP:Iteration 12Q (194470.360000 sec): 3 clusters
  Score: Raw -841788.489780 + Penalty 3009.434019 = -838779.055761
  nChanged 241
		SP:Iteration 13Q (194470.580000 sec): 3 clusters
  Score: Raw -841883.317951 + Penalty 3009.434019 = -838873.883932
  nChanged 186
		SP:Iteration 14Q (194470.820000 sec): 3 clusters
  Score: Raw -841953.900362 + Penalty 3009.434019 = -838944.466343
  nChanged 153
		SP:Iteration 15Q (194471.040000 sec): 3 clusters
  Score: Raw -842005.536640 + Penalty 3009.434019 = -838996.102621
  nChanged 146
		SP:Iteration 16Q (194471.230000 sec): 3 clusters
  Score: Raw -842057.637956 + Penalty 3009.434019 = -839048.203938
  nChanged 132
		SP:Iteration 17Q (194471.480000 sec): 3 clusters
  Score: Raw -842101.294239 + Penalty 3009.434019 = -839091.860221
  nChanged 112
		SP:Iteration 18Q (194471.690000 sec): 3 clusters
  Score: Raw -842144.382563 + Penalty 3009.434019 = -839134.948544
  nChanged 119
		SP:Iteration 19Q (194471.840000 sec): 3 clusters
  Score: Raw -842190.211535 + Penalty 3009.434019 = -839180.777517
  nChanged 117
		SP:Iteration 20F (194472.090000 sec): 3 clusters
  Score: Raw -842233.684984 + Penalty 3009.434019 = -839224.250965
  nChanged 112
		SP:Iteration 21Q (194472.300000 sec): 3 clusters
  Score: Raw -842275.512227 + Penalty 3009.434019 = -839266.078208
  nChanged 114
		SP:Iteration 22Q (194472.490000 sec): 3 clusters
  Score: Raw -842318.829713 + Penalty 3009.434019 = -839309.395694
  nChanged 108
		SP:Iteration 23Q (194472.700000 sec): 3 clusters
  Score: Raw -842356.518789 + Penalty 3009.434019 = -839347.084770
  nChanged 93
		SP:Iteration 24Q (194472.910000 sec): 3 clusters
  Score: Raw -842388.716906 + Penalty 3009.434019 = -839379.282887
  nChanged 86
		SP:Iteration 25Q (194473.150000 sec): 3 clusters
  Score: Raw -842418.087599 + Penalty 3009.434019 = -839408.653580
  nChanged 79
		SP:Iteration 26Q (194473.360000 sec): 3 clusters
  Score: Raw -842443.111589 + Penalty 3009.434019 = -839433.677570
  nChanged 63
		SP:Iteration 27Q (194473.560000 sec): 3 clusters
  Score: Raw -842464.562817 + Penalty 3009.434019 = -839455.128798
  nChanged 75
		SP:Iteration 28Q (194473.790000 sec): 3 clusters
  Score: Raw -842489.228277 + Penalty 3009.434019 = -839479.794258
  nChanged 58
		SP:Iteration 29Q (194474.010000 sec): 3 clusters
  Score: Raw -842507.593883 + Penalty 3009.434019 = -839498.159865
  nChanged 70
		SP:Iteration 30Q (194474.230000 sec): 3 clusters
  Score: Raw -842529.632574 + Penalty 3009.434019 = -839520.198555
  nChanged 67
		SP:Iteration 31Q (194474.430000 sec): 3 clusters
  Score: Raw -842547.406590 + Penalty 3009.434019 = -839537.972572
  nChanged 62
		SP:Iteration 32Q (194474.660000 sec): 3 clusters
  Score: Raw -842567.081420 + Penalty 3009.434019 = -839557.647401
  nChanged 56
		SP:Iteration 33Q (194474.840000 sec): 3 clusters
  Score: Raw -842585.735886 + Penalty 3009.434019 = -839576.301867
  nChanged 66
		SP:Iteration 34Q (194475.100000 sec): 3 clusters
  Score: Raw -842605.822220 + Penalty 3009.434019 = -839596.388201
  nChanged 72
		SP:Iteration 35Q (194475.310000 sec): 3 clusters
  Score: Raw -842629.700143 + Penalty 3009.434019 = -839620.266124
  nChanged 60
		SP:Iteration 36Q (194475.530000 sec): 3 clusters
  Score: Raw -842651.748469 + Penalty 3009.434019 = -839642.314450
  nChanged 63
		SP:Iteration 37Q (194475.710000 sec): 3 clusters
  Score: Raw -842669.751702 + Penalty 3009.434019 = -839660.317683
  nChanged 57
		SP:Iteration 38Q (194475.930000 sec): 3 clusters
  Score: Raw -842685.934634 + Penalty 3009.434019 = -839676.500615
  nChanged 58
		SP:Iteration 39Q (194476.140000 sec): 3 clusters
  Score: Raw -842702.724849 + Penalty 3009.434019 = -839693.290830
  nChanged 55
		SP:Iteration 40F (194476.370000 sec): 3 clusters
  Score: Raw -842718.878295 + Penalty 3009.434019 = -839709.444276
  nChanged 46
		SP:Iteration 41Q (194476.540000 sec): 3 clusters
  Score: Raw -842730.343489 + Penalty 3009.434019 = -839720.909470
  nChanged 24
		SP:Iteration 42Q (194476.760000 sec): 3 clusters
  Score: Raw -842734.776515 + Penalty 3009.434019 = -839725.342496
  nChanged 22
		SP:Iteration 43Q (194476.980000 sec): 3 clusters
  Score: Raw -842738.666722 + Penalty 3009.434019 = -839729.232703
  nChanged 19
		SP:Iteration 44Q (194477.190000 sec): 3 clusters
  Score: Raw -842742.164363 + Penalty 3009.434019 = -839732.730345
  nChanged 20
		SP:Iteration 45Q (194477.390000 sec): 3 clusters
  Score: Raw -842747.062488 + Penalty 3009.434019 = -839737.628469
  nChanged 29
		SP:Iteration 46Q (194477.570000 sec): 3 clusters
  Score: Raw -842753.732297 + Penalty 3009.434019 = -839744.298278
  nChanged 22
		SP:Iteration 47Q (194477.810000 sec): 3 clusters
  Score: Raw -842759.580715 + Penalty 3009.434019 = -839750.146696
  nChanged 24
		SP:Iteration 48Q (194478.010000 sec): 3 clusters
  Score: Raw -842766.439539 + Penalty 3009.434019 = -839757.005520
  nChanged 25
		SP:Iteration 49Q (194478.190000 sec): 3 clusters
  Score: Raw -842773.488744 + Penalty 3009.434019 = -839764.054726
  nChanged 22
		SP:Iteration 50Q (194478.430000 sec): 3 clusters
  Score: Raw -842778.686187 + Penalty 3009.434019 = -839769.252169
  nChanged 22
		SP:Iteration 51Q (194478.650000 sec): 3 clusters
  Score: Raw -842783.377035 + Penalty 3009.434019 = -839773.943016
  nChanged 27
		SP:Iteration 52Q (194478.820000 sec): 3 clusters
  Score: Raw -842791.490863 + Penalty 3009.434019 = -839782.056844
  nChanged 37
		SP:Iteration 53Q (194479.040000 sec): 3 clusters
  Score: Raw -842803.716943 + Penalty 3009.434019 = -839794.282924
  nChanged 29
		SP:Iteration 54Q (194479.300000 sec): 3 clusters
  Score: Raw -842812.108185 + Penalty 3009.434019 = -839802.674167
  nChanged 29
		SP:Iteration 55Q (194479.510000 sec): 3 clusters
  Score: Raw -842820.291169 + Penalty 3009.434019 = -839810.857151
  nChanged 30
		SP:Iteration 56Q (194479.700000 sec): 3 clusters
  Score: Raw -842828.859648 + Penalty 3009.434019 = -839819.425629
  nChanged 28
		SP:Iteration 57Q (194479.930000 sec): 3 clusters
  Score: Raw -842837.828551 + Penalty 3009.434019 = -839828.394532
  nChanged 23
		SP:Iteration 58Q (194480.180000 sec): 3 clusters
  Score: Raw -842846.329163 + Penalty 3009.434019 = -839836.895144
  nChanged 28
		SP:Iteration 59Q (194480.380000 sec): 3 clusters
  Score: Raw -842857.075226 + Penalty 3009.434019 = -839847.641207
  nChanged 29
		SP:Iteration 60F (194480.610000 sec): 3 clusters
  Score: Raw -842868.611681 + Penalty 3009.434019 = -839859.177662
  nChanged 35
		SP:Iteration 61Q (194480.810000 sec): 3 clusters
  Score: Raw -842884.618777 + Penalty 3009.434019 = -839875.184758
  nChanged 41
		SP:Iteration 62Q (194481.040000 sec): 3 clusters
  Score: Raw -842909.432461 + Penalty 3009.434019 = -839899.998443
  nChanged 50
		SP:Iteration 63Q (194481.270000 sec): 3 clusters
  Score: Raw -842954.784693 + Penalty 3009.434019 = -839945.350674
  nChanged 62
		SP:Iteration 64Q (194481.460000 sec): 3 clusters
  Score: Raw -843003.653266 + Penalty 3009.434019 = -839994.219247
  nChanged 67
		SP:Iteration 65Q (194481.640000 sec): 3 clusters
  Score: Raw -843039.319471 + Penalty 3009.434019 = -840029.885453
  nChanged 45
		SP:Iteration 66Q (194481.820000 sec): 3 clusters
  Score: Raw -843061.804297 + Penalty 3009.434019 = -840052.370278
  nChanged 35
		SP:Iteration 67Q (194482.070000 sec): 3 clusters
  Score: Raw -843075.436454 + Penalty 3009.434019 = -840066.002436
  nChanged 20
		SP:Iteration 68Q (194482.240000 sec): 3 clusters
  Score: Raw -843086.369533 + Penalty 3009.434019 = -840076.935514
  nChanged 29
		SP:Iteration 69Q (194482.440000 sec): 3 clusters
  Score: Raw -843100.709032 + Penalty 3009.434019 = -840091.275013
  nChanged 26
		SP:Iteration 70Q (194482.680000 sec): 3 clusters
  Score: Raw -843111.291569 + Penalty 3009.434019 = -840101.857550
  nChanged 27
		SP:Iteration 71Q (194482.910000 sec): 3 clusters
  Score: Raw -843121.577097 + Penalty 3009.434019 = -840112.143078
  nChanged 24
		SP:Iteration 72Q (194483.110000 sec): 3 clusters
  Score: Raw -843131.240038 + Penalty 3009.434019 = -840121.806020
  nChanged 15
		SP:Iteration 73Q (194483.330000 sec): 3 clusters
  Score: Raw -843137.062386 + Penalty 3009.434019 = -840127.628367
  nChanged 17
		SP:Iteration 74Q (194483.560000 sec): 3 clusters
  Score: Raw -843141.876110 + Penalty 3009.434019 = -840132.442091
  nChanged 10
		SP:Iteration 75Q (194483.750000 sec): 3 clusters
  Score: Raw -843144.872892 + Penalty 3009.434019 = -840135.438873
  nChanged 6
		SP:Iteration 76Q (194483.930000 sec): 3 clusters
  Score: Raw -843146.222129 + Penalty 3009.434019 = -840136.788110
  nChanged 4
		SP:Iteration 77Q (194484.150000 sec): 3 clusters
  Score: Raw -843147.109617 + Penalty 3009.434019 = -840137.675599
  nChanged 3
		SP:Iteration 78Q (194484.350000 sec): 3 clusters
  Score: Raw -843147.366578 + Penalty 3009.434019 = -840137.932560
  nChanged 0
		SP:Iteration 79F (194484.540000 sec): 3 clusters
  Score: Raw -843147.366578 + Penalty 3009.434019 = -840137.932560
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 35 (24625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194484.770000 sec): 2 clusters
  Score: Raw -2030426.103499 + Penalty 1643.121588 = -2028782.981910
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194485.030000 sec): 3 clusters
  Score: Raw -2015321.035556 + Penalty 3286.243176 = -2012034.792379
  nChanged 11302
		SP:Iteration 1F (194485.300000 sec): 3 clusters
  Score: Raw -2021464.528749 + Penalty 3286.243176 = -2018178.285572
  nChanged 1232
		SP:Iteration 2F (194485.620000 sec): 3 clusters
  Score: Raw -2021880.235693 + Penalty 3286.243176 = -2018593.992516
  nChanged 1103
		SP:Iteration 3Q (194485.910000 sec): 3 clusters
  Score: Raw -2022244.050933 + Penalty 3286.243176 = -2018957.807757
  nChanged 1023
		SP:Iteration 4Q (194486.210000 sec): 3 clusters
  Score: Raw -2022602.656771 + Penalty 3286.243176 = -2019316.413594
  nChanged 987
		SP:Iteration 5Q (194486.470000 sec): 3 clusters
  Score: Raw -2022969.218349 + Penalty 3286.243176 = -2019682.975172
  nChanged 1013
		SP:Iteration 6Q (194486.750000 sec): 3 clusters
  Score: Raw -2023365.734678 + Penalty 3286.243176 = -2020079.491502
  nChanged 1023
		SP:Iteration 7Q (194487.070000 sec): 3 clusters
  Score: Raw -2023767.364648 + Penalty 3286.243176 = -2020481.121471
  nChanged 1020
		SP:Iteration 8Q (194487.360000 sec): 3 clusters
  Score: Raw -2024199.323005 + Penalty 3286.243176 = -2020913.079828
  nChanged 1072
		SP:Iteration 9Q (194487.640000 sec): 3 clusters
  Score: Raw -2024703.287964 + Penalty 3286.243176 = -2021417.044788
  nChanged 1154
		SP:Iteration 10Q (194487.920000 sec): 3 clusters
  Score: Raw -2025298.198515 + Penalty 3286.243176 = -2022011.955338
  nChanged 1152
		SP:Iteration 11Q (194488.210000 sec): 3 clusters
  Score: Raw -2025978.455721 + Penalty 3286.243176 = -2022692.212545
  nChanged 1159
		SP:Iteration 12Q (194488.500000 sec): 3 clusters
  Score: Raw -2026693.543311 + Penalty 3286.243176 = -2023407.300135
  nChanged 1050
		SP:Iteration 13Q (194488.790000 sec): 3 clusters
  Score: Raw -2027298.109137 + Penalty 3286.243176 = -2024011.865960
  nChanged 822
		SP:Iteration 14Q (194489.070000 sec): 3 clusters
  Score: Raw -2027748.285440 + Penalty 3286.243176 = -2024462.042264
  nChanged 736
		SP:Iteration 15Q (194489.380000 sec): 3 clusters
  Score: Raw -2028107.965404 + Penalty 3286.243176 = -2024821.722228
  nChanged 652
		SP:Iteration 16Q (194489.610000 sec): 3 clusters
  Score: Raw -2028410.028035 + Penalty 3286.243176 = -2025123.784858
  nChanged 590
		SP:Iteration 17Q (194489.900000 sec): 3 clusters
  Score: Raw -2028701.909437 + Penalty 3286.243176 = -2025415.666261
  nChanged 535
		SP:Iteration 18Q (194490.170000 sec): 3 clusters
  Score: Raw -2028968.759696 + Penalty 3286.243176 = -2025682.516520
  nChanged 513
		SP:Iteration 19Q (194490.440000 sec): 3 clusters
  Score: Raw -2029237.923147 + Penalty 3286.243176 = -2025951.679971
  nChanged 504
		SP:Iteration 20F (194490.760000 sec): 3 clusters
  Score: Raw -2029503.131131 + Penalty 3286.243176 = -2026216.887955
  nChanged 442
		SP:Iteration 21Q (194491.050000 sec): 3 clusters
  Score: Raw -2029707.516975 + Penalty 3286.243176 = -2026421.273798
  nChanged 385
		SP:Iteration 22Q (194491.340000 sec): 3 clusters
  Score: Raw -2029882.070723 + Penalty 3286.243176 = -2026595.827546
  nChanged 368
		SP:Iteration 23Q (194491.610000 sec): 3 clusters
  Score: Raw -2030038.215302 + Penalty 3286.243176 = -2026751.972126
  nChanged 311
		SP:Iteration 24Q (194491.880000 sec): 3 clusters
  Score: Raw -2030159.611566 + Penalty 3286.243176 = -2026873.368390
  nChanged 272
		SP:Iteration 25Q (194492.180000 sec): 3 clusters
  Score: Raw -2030258.484417 + Penalty 3286.243176 = -2026972.241241
  nChanged 216
		SP:Iteration 26Q (194492.420000 sec): 3 clusters
  Score: Raw -2030328.559890 + Penalty 3286.243176 = -2027042.316714
  nChanged 187
		SP:Iteration 27Q (194492.760000 sec): 3 clusters
  Score: Raw -2030382.644927 + Penalty 3286.243176 = -2027096.401751
  nChanged 161
		SP:Iteration 28Q (194493.050000 sec): 3 clusters
  Score: Raw -2030425.835943 + Penalty 3286.243176 = -2027139.592766
  nChanged 131
		SP:Iteration 29Q (194493.310000 sec): 3 clusters
  Score: Raw -2030455.861656 + Penalty 3286.243176 = -2027169.618479
  nChanged 109
		SP:Iteration 30Q (194493.570000 sec): 3 clusters
  Score: Raw -2030478.149712 + Penalty 3286.243176 = -2027191.906536
  nChanged 82
		SP:Iteration 31Q (194493.880000 sec): 3 clusters
  Score: Raw -2030493.264083 + Penalty 3286.243176 = -2027207.020907
  nChanged 63
		SP:Iteration 32Q (194494.120000 sec): 3 clusters
  Score: Raw -2030504.636289 + Penalty 3286.243176 = -2027218.393113
  nChanged 63
		SP:Iteration 33Q (194494.410000 sec): 3 clusters
  Score: Raw -2030515.814046 + Penalty 3286.243176 = -2027229.570869
  nChanged 52
		SP:Iteration 34Q (194494.680000 sec): 3 clusters
  Score: Raw -2030524.131742 + Penalty 3286.243176 = -2027237.888566
  nChanged 45
		SP:Iteration 35Q (194494.990000 sec): 3 clusters
  Score: Raw -2030531.652798 + Penalty 3286.243176 = -2027245.409621
  nChanged 48
		SP:Iteration 36Q (194495.230000 sec): 3 clusters
  Score: Raw -2030539.085552 + Penalty 3286.243176 = -2027252.842375
  nChanged 48
		SP:Iteration 37Q (194495.490000 sec): 3 clusters
  Score: Raw -2030546.142472 + Penalty 3286.243176 = -2027259.899296
  nChanged 31
		SP:Iteration 38Q (194495.770000 sec): 3 clusters
  Score: Raw -2030551.416395 + Penalty 3286.243176 = -2027265.173219
  nChanged 38
		SP:Iteration 39Q (194496.060000 sec): 3 clusters
  Score: Raw -2030556.741991 + Penalty 3286.243176 = -2027270.498814
  nChanged 27
		SP:Iteration 40F (194496.360000 sec): 3 clusters
  Score: Raw -2030560.384443 + Penalty 3286.243176 = -2027274.141266
  nChanged 32
		SP:Iteration 41Q (194496.620000 sec): 3 clusters
  Score: Raw -2030565.432622 + Penalty 3286.243176 = -2027279.189445
  nChanged 40
		SP:Iteration 42Q (194496.930000 sec): 3 clusters
  Score: Raw -2030571.602943 + Penalty 3286.243176 = -2027285.359767
  nChanged 34
		SP:Iteration 43Q (194497.150000 sec): 3 clusters
  Score: Raw -2030577.005719 + Penalty 3286.243176 = -2027290.762543
  nChanged 42
		SP:Iteration 44Q (194497.470000 sec): 3 clusters
  Score: Raw -2030585.153467 + Penalty 3286.243176 = -2027298.910291
  nChanged 35
		SP:Iteration 45Q (194497.730000 sec): 3 clusters
  Score: Raw -2030590.008989 + Penalty 3286.243176 = -2027303.765812
  nChanged 18
		SP:Iteration 46Q (194498.010000 sec): 3 clusters
  Score: Raw -2030592.550730 + Penalty 3286.243176 = -2027306.307554
  nChanged 23
		SP:Iteration 47Q (194498.270000 sec): 3 clusters
  Score: Raw -2030595.122178 + Penalty 3286.243176 = -2027308.879002
  nChanged 16
		SP:Iteration 48Q (194498.570000 sec): 3 clusters
  Score: Raw -2030597.721963 + Penalty 3286.243176 = -2027311.478787
  nChanged 15
		SP:Iteration 49Q (194498.830000 sec): 3 clusters
  Score: Raw -2030599.192375 + Penalty 3286.243176 = -2027312.949198
  nChanged 10
		SP:Iteration 50Q (194499.090000 sec): 3 clusters
  Score: Raw -2030600.105333 + Penalty 3286.243176 = -2027313.862156
  nChanged 4
		SP:Iteration 51Q (194499.370000 sec): 3 clusters
  Score: Raw -2030600.321286 + Penalty 3286.243176 = -2027314.078109
  nChanged 7
		SP:Iteration 52Q (194499.670000 sec): 3 clusters
  Score: Raw -2030601.094008 + Penalty 3286.243176 = -2027314.850832
  nChanged 7
		SP:Iteration 53Q (194499.910000 sec): 3 clusters
  Score: Raw -2030601.862455 + Penalty 3286.243176 = -2027315.619279
  nChanged 3
		SP:Iteration 54Q (194500.190000 sec): 3 clusters
  Score: Raw -2030602.137061 + Penalty 3286.243176 = -2027315.893885
  nChanged 3
		SP:Iteration 55Q (194500.470000 sec): 3 clusters
  Score: Raw -2030602.547843 + Penalty 3286.243176 = -2027316.304667
  nChanged 8
		SP:Iteration 56Q (194500.700000 sec): 3 clusters
  Score: Raw -2030603.214289 + Penalty 3286.243176 = -2027316.971113
  nChanged 6
		SP:Iteration 57Q (194500.990000 sec): 3 clusters
  Score: Raw -2030603.867335 + Penalty 3286.243176 = -2027317.624159
  nChanged 5
		SP:Iteration 58Q (194501.210000 sec): 3 clusters
  Score: Raw -2030604.459443 + Penalty 3286.243176 = -2027318.216267
  nChanged 9
		SP:Iteration 59Q (194501.500000 sec): 3 clusters
  Score: Raw -2030605.589889 + Penalty 3286.243176 = -2027319.346713
  nChanged 9
		SP:Iteration 60F (194501.730000 sec): 3 clusters
  Score: Raw -2030606.655060 + Penalty 3286.243176 = -2027320.411883
  nChanged 10
		SP:Iteration 61Q (194501.960000 sec): 3 clusters
  Score: Raw -2030608.162602 + Penalty 3286.243176 = -2027321.919426
  nChanged 19
		SP:Iteration 62Q (194502.270000 sec): 3 clusters
  Score: Raw -2030610.375302 + Penalty 3286.243176 = -2027324.132126
  nChanged 15
		SP:Iteration 63Q (194502.510000 sec): 3 clusters
  Score: Raw -2030612.353637 + Penalty 3286.243176 = -2027326.110460
  nChanged 15
		SP:Iteration 64Q (194502.790000 sec): 3 clusters
  Score: Raw -2030614.686201 + Penalty 3286.243176 = -2027328.443025
  nChanged 16
		SP:Iteration 65Q (194503.050000 sec): 3 clusters
  Score: Raw -2030617.233485 + Penalty 3286.243176 = -2027330.990309
  nChanged 20
		SP:Iteration 66Q (194503.360000 sec): 3 clusters
  Score: Raw -2030619.321267 + Penalty 3286.243176 = -2027333.078091
  nChanged 14
		SP:Iteration 67Q (194503.650000 sec): 3 clusters
  Score: Raw -2030620.853796 + Penalty 3286.243176 = -2027334.610619
  nChanged 15
		SP:Iteration 68Q (194503.950000 sec): 3 clusters
  Score: Raw -2030622.472674 + Penalty 3286.243176 = -2027336.229498
  nChanged 11
		SP:Iteration 69Q (194504.190000 sec): 3 clusters
  Score: Raw -2030624.402291 + Penalty 3286.243176 = -2027338.159115
  nChanged 14
		SP:Iteration 70Q (194504.430000 sec): 3 clusters
  Score: Raw -2030626.484921 + Penalty 3286.243176 = -2027340.241745
  nChanged 15
		SP:Iteration 71Q (194504.680000 sec): 3 clusters
  Score: Raw -2030628.467181 + Penalty 3286.243176 = -2027342.224005
  nChanged 6
		SP:Iteration 72Q (194504.940000 sec): 3 clusters
  Score: Raw -2030629.166946 + Penalty 3286.243176 = -2027342.923770
  nChanged 8
		SP:Iteration 73Q (194505.210000 sec): 3 clusters
  Score: Raw -2030630.354642 + Penalty 3286.243176 = -2027344.111466
  nChanged 12
		SP:Iteration 74Q (194505.460000 sec): 3 clusters
  Score: Raw -2030632.073069 + Penalty 3286.243176 = -2027345.829893
  nChanged 17
		SP:Iteration 75Q (194505.750000 sec): 3 clusters
  Score: Raw -2030634.699973 + Penalty 3286.243176 = -2027348.456797
  nChanged 12
		SP:Iteration 76Q (194506.040000 sec): 3 clusters
  Score: Raw -2030636.408535 + Penalty 3286.243176 = -2027350.165359
  nChanged 14
		SP:Iteration 77Q (194506.270000 sec): 3 clusters
  Score: Raw -2030638.516581 + Penalty 3286.243176 = -2027352.273405
  nChanged 15
		SP:Iteration 78Q (194506.590000 sec): 3 clusters
  Score: Raw -2030641.223563 + Penalty 3286.243176 = -2027354.980386
  nChanged 21
		SP:Iteration 79Q (194506.820000 sec): 3 clusters
  Score: Raw -2030644.164508 + Penalty 3286.243176 = -2027357.921331
  nChanged 21
		SP:Iteration 80F (194507.100000 sec): 3 clusters
  Score: Raw -2030647.306750 + Penalty 3286.243176 = -2027361.063574
  nChanged 24
		SP:Iteration 81Q (194507.380000 sec): 3 clusters
  Score: Raw -2030650.533336 + Penalty 3286.243176 = -2027364.290160
  nChanged 16
		SP:Iteration 82Q (194507.650000 sec): 3 clusters
  Score: Raw -2030653.135733 + Penalty 3286.243176 = -2027366.892556
  nChanged 16
		SP:Iteration 83Q (194507.930000 sec): 3 clusters
  Score: Raw -2030655.504247 + Penalty 3286.243176 = -2027369.261071
  nChanged 16
		SP:Iteration 84Q (194508.230000 sec): 3 clusters
  Score: Raw -2030658.233993 + Penalty 3286.243176 = -2027371.990817
  nChanged 17
		SP:Iteration 85Q (194508.480000 sec): 3 clusters
  Score: Raw -2030660.905657 + Penalty 3286.243176 = -2027374.662481
  nChanged 15
		SP:Iteration 86Q (194508.770000 sec): 3 clusters
  Score: Raw -2030663.588509 + Penalty 3286.243176 = -2027377.345332
  nChanged 13
		SP:Iteration 87Q (194509.080000 sec): 3 clusters
  Score: Raw -2030665.548179 + Penalty 3286.243176 = -2027379.305003
  nChanged 9
		SP:Iteration 88Q (194509.370000 sec): 3 clusters
  Score: Raw -2030667.067948 + Penalty 3286.243176 = -2027380.824771
  nChanged 13
		SP:Iteration 89Q (194509.640000 sec): 3 clusters
  Score: Raw -2030669.559822 + Penalty 3286.243176 = -2027383.316646
  nChanged 18
		SP:Iteration 90Q (194509.920000 sec): 3 clusters
  Score: Raw -2030671.963267 + Penalty 3286.243176 = -2027385.720090
  nChanged 10
		SP:Iteration 91Q (194510.200000 sec): 3 clusters
  Score: Raw -2030673.002070 + Penalty 3286.243176 = -2027386.758894
  nChanged 9
		SP:Iteration 92Q (194510.430000 sec): 3 clusters
  Score: Raw -2030674.415988 + Penalty 3286.243176 = -2027388.172811
  nChanged 9
		SP:Iteration 93Q (194510.720000 sec): 3 clusters
  Score: Raw -2030675.621158 + Penalty 3286.243176 = -2027389.377981
  nChanged 10
		SP:Iteration 94Q (194511.040000 sec): 3 clusters
  Score: Raw -2030677.409198 + Penalty 3286.243176 = -2027391.166022
  nChanged 18
		SP:Iteration 95Q (194511.320000 sec): 3 clusters
  Score: Raw -2030679.746769 + Penalty 3286.243176 = -2027393.503592
  nChanged 10
		SP:Iteration 96Q (194511.590000 sec): 3 clusters
  Score: Raw -2030681.241822 + Penalty 3286.243176 = -2027394.998646
  nChanged 8
		SP:Iteration 97Q (194511.880000 sec): 3 clusters
  Score: Raw -2030682.457162 + Penalty 3286.243176 = -2027396.213986
  nChanged 8
		SP:Iteration 98Q (194512.160000 sec): 3 clusters
  Score: Raw -2030684.332691 + Penalty 3286.243176 = -2027398.089515
  nChanged 11
		SP:Iteration 99Q (194512.440000 sec): 3 clusters
  Score: Raw -2030685.844544 + Penalty 3286.243176 = -2027399.601368
  nChanged 7
		SP:Iteration 100F (194512.720000 sec): 3 clusters
  Score: Raw -2030686.345965 + Penalty 3286.243176 = -2027400.102789
  nChanged 1
		SP:Iteration 101Q (194513.000000 sec): 3 clusters
  Score: Raw -2030686.371018 + Penalty 3286.243176 = -2027400.127842
  nChanged 1
		SP:Iteration 102Q (194513.300000 sec): 3 clusters
  Score: Raw -2030686.445664 + Penalty 3286.243176 = -2027400.202488
  nChanged 2
		SP:Iteration 103Q (194513.590000 sec): 3 clusters
  Score: Raw -2030686.586419 + Penalty 3286.243176 = -2027400.343243
  nChanged 0
		SP:Iteration 104F (194513.820000 sec): 3 clusters
  Score: Raw -2030686.586419 + Penalty 3286.243176 = -2027400.343243
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 36 (22679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194514.020000 sec): 2 clusters
  Score: Raw -1935120.600425 + Penalty 1629.744133 = -1933490.856292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194514.320000 sec): 3 clusters
  Score: Raw -1921483.050357 + Penalty 3259.488266 = -1918223.562091
  nChanged 10294
		SP:Iteration 1F (194514.560000 sec): 3 clusters
  Score: Raw -1927158.560004 + Penalty 3259.488266 = -1923899.071738
  nChanged 1151
		SP:Iteration 2F (194514.840000 sec): 3 clusters
  Score: Raw -1927605.387529 + Penalty 3259.488266 = -1924345.899263
  nChanged 1176
		SP:Iteration 3F (194515.110000 sec): 3 clusters
  Score: Raw -1928164.840856 + Penalty 3259.488266 = -1924905.352590
  nChanged 1278
		SP:Iteration 4F (194515.340000 sec): 3 clusters
  Score: Raw -1928906.239518 + Penalty 3259.488266 = -1925646.751252
  nChanged 1382
		SP:Iteration 5F (194515.640000 sec): 3 clusters
  Score: Raw -1929858.703887 + Penalty 3259.488266 = -1926599.215621
  nChanged 1466
		SP:Iteration 6F (194515.850000 sec): 3 clusters
  Score: Raw -1930934.361962 + Penalty 3259.488266 = -1927674.873696
  nChanged 1389
		SP:Iteration 7F (194516.120000 sec): 3 clusters
  Score: Raw -1931919.226790 + Penalty 3259.488266 = -1928659.738524
  nChanged 1133
		SP:Iteration 8Q (194516.410000 sec): 3 clusters
  Score: Raw -1932640.628496 + Penalty 3259.488266 = -1929381.140230
  nChanged 865
		SP:Iteration 9Q (194516.660000 sec): 3 clusters
  Score: Raw -1933070.722675 + Penalty 3259.488266 = -1929811.234409
  nChanged 597
		SP:Iteration 10Q (194516.980000 sec): 3 clusters
  Score: Raw -1933289.530055 + Penalty 3259.488266 = -1930030.041789
  nChanged 433
		SP:Iteration 11Q (194517.180000 sec): 3 clusters
  Score: Raw -1933419.269366 + Penalty 3259.488266 = -1930159.781100
  nChanged 324
		SP:Iteration 12Q (194517.470000 sec): 3 clusters
  Score: Raw -1933496.485063 + Penalty 3259.488266 = -1930236.996797
  nChanged 216
		SP:Iteration 13Q (194517.740000 sec): 3 clusters
  Score: Raw -1933538.105316 + Penalty 3259.488266 = -1930278.617050
  nChanged 169
		SP:Iteration 14Q (194518.020000 sec): 3 clusters
  Score: Raw -1933565.516912 + Penalty 3259.488266 = -1930306.028646
  nChanged 129
		SP:Iteration 15Q (194518.310000 sec): 3 clusters
  Score: Raw -1933584.483033 + Penalty 3259.488266 = -1930324.994766
  nChanged 98
		SP:Iteration 16Q (194518.680000 sec): 3 clusters
  Score: Raw -1933598.249822 + Penalty 3259.488266 = -1930338.761556
  nChanged 102
		SP:Iteration 17Q (194518.960000 sec): 3 clusters
  Score: Raw -1933612.512056 + Penalty 3259.488266 = -1930353.023790
  nChanged 89
		SP:Iteration 18Q (194519.200000 sec): 3 clusters
  Score: Raw -1933625.053585 + Penalty 3259.488266 = -1930365.565319
  nChanged 91
		SP:Iteration 19Q (194519.520000 sec): 3 clusters
  Score: Raw -1933637.983929 + Penalty 3259.488266 = -1930378.495662
  nChanged 93
		SP:Iteration 20F (194519.750000 sec): 3 clusters
  Score: Raw -1933650.491213 + Penalty 3259.488266 = -1930391.002947
  nChanged 71
		SP:Iteration 21Q (194520.050000 sec): 3 clusters
  Score: Raw -1933659.971291 + Penalty 3259.488266 = -1930400.483025
  nChanged 74
		SP:Iteration 22Q (194520.300000 sec): 3 clusters
  Score: Raw -1933671.709797 + Penalty 3259.488266 = -1930412.221531
  nChanged 67
		SP:Iteration 23Q (194520.570000 sec): 3 clusters
  Score: Raw -1933682.562054 + Penalty 3259.488266 = -1930423.073788
  nChanged 68
		SP:Iteration 24Q (194520.840000 sec): 3 clusters
  Score: Raw -1933692.521672 + Penalty 3259.488266 = -1930433.033406
  nChanged 73
		SP:Iteration 25Q (194521.110000 sec): 3 clusters
  Score: Raw -1933703.302959 + Penalty 3259.488266 = -1930443.814693
  nChanged 92
		SP:Iteration 26Q (194521.380000 sec): 3 clusters
  Score: Raw -1933723.494573 + Penalty 3259.488266 = -1930464.006307
  nChanged 110
		SP:Iteration 27Q (194521.680000 sec): 3 clusters
  Score: Raw -1933748.059919 + Penalty 3259.488266 = -1930488.571653
  nChanged 111
		SP:Iteration 28Q (194521.950000 sec): 3 clusters
  Score: Raw -1933776.738276 + Penalty 3259.488266 = -1930517.250010
  nChanged 143
		SP:Iteration 29Q (194522.210000 sec): 3 clusters
  Score: Raw -1933828.153869 + Penalty 3259.488266 = -1930568.665603
  nChanged 170
		SP:Iteration 30Q (194522.470000 sec): 3 clusters
  Score: Raw -1933920.380466 + Penalty 3259.488266 = -1930660.892200
  nChanged 243
		SP:Iteration 31Q (194522.720000 sec): 3 clusters
  Score: Raw -1934113.528521 + Penalty 3259.488266 = -1930854.040254
  nChanged 285
		SP:Iteration 32Q (194523.000000 sec): 3 clusters
  Score: Raw -1934414.053067 + Penalty 3259.488266 = -1931154.564800
  nChanged 305
		SP:Iteration 33Q (194523.250000 sec): 3 clusters
  Score: Raw -1934684.612184 + Penalty 3259.488266 = -1931425.123918
  nChanged 299
		SP:Iteration 34Q (194523.530000 sec): 3 clusters
  Score: Raw -1934884.452296 + Penalty 3259.488266 = -1931624.964029
  nChanged 272
		SP:Iteration 35Q (194523.820000 sec): 3 clusters
  Score: Raw -1935014.318665 + Penalty 3259.488266 = -1931754.830399
  nChanged 207
		SP:Iteration 36Q (194524.070000 sec): 3 clusters
  Score: Raw -1935099.327204 + Penalty 3259.488266 = -1931839.838938
  nChanged 164
		SP:Iteration 37Q (194524.380000 sec): 3 clusters
  Score: Raw -1935164.193078 + Penalty 3259.488266 = -1931904.704812
  nChanged 141
		SP:Iteration 38Q (194524.610000 sec): 3 clusters
  Score: Raw -1935215.509120 + Penalty 3259.488266 = -1931956.020854
  nChanged 141
		SP:Iteration 39Q (194524.920000 sec): 3 clusters
  Score: Raw -1935260.164958 + Penalty 3259.488266 = -1932000.676692
  nChanged 117
		SP:Iteration 40F (194525.170000 sec): 3 clusters
  Score: Raw -1935292.625968 + Penalty 3259.488266 = -1932033.137702
  nChanged 101
		SP:Iteration 41Q (194525.440000 sec): 3 clusters
  Score: Raw -1935318.283211 + Penalty 3259.488266 = -1932058.794945
  nChanged 79
		SP:Iteration 42Q (194525.720000 sec): 3 clusters
  Score: Raw -1935337.182418 + Penalty 3259.488266 = -1932077.694152
  nChanged 62
		SP:Iteration 43Q (194525.990000 sec): 3 clusters
  Score: Raw -1935349.721375 + Penalty 3259.488266 = -1932090.233109
  nChanged 65
		SP:Iteration 44Q (194526.250000 sec): 3 clusters
  Score: Raw -1935362.561321 + Penalty 3259.488266 = -1932103.073055
  nChanged 59
		SP:Iteration 45Q (194526.520000 sec): 3 clusters
  Score: Raw -1935373.335536 + Penalty 3259.488266 = -1932113.847270
  nChanged 46
		SP:Iteration 46Q (194526.800000 sec): 3 clusters
  Score: Raw -1935380.890310 + Penalty 3259.488266 = -1932121.402044
  nChanged 41
		SP:Iteration 47Q (194527.060000 sec): 3 clusters
  Score: Raw -1935387.945679 + Penalty 3259.488266 = -1932128.457413
  nChanged 41
		SP:Iteration 48Q (194527.360000 sec): 3 clusters
  Score: Raw -1935393.727781 + Penalty 3259.488266 = -1932134.239515
  nChanged 38
		SP:Iteration 49Q (194527.620000 sec): 3 clusters
  Score: Raw -1935399.728890 + Penalty 3259.488266 = -1932140.240623
  nChanged 37
		SP:Iteration 50Q (194527.910000 sec): 3 clusters
  Score: Raw -1935405.056347 + Penalty 3259.488266 = -1932145.568081
  nChanged 30
		SP:Iteration 51Q (194528.160000 sec): 3 clusters
  Score: Raw -1935409.320635 + Penalty 3259.488266 = -1932149.832369
  nChanged 32
		SP:Iteration 52Q (194528.410000 sec): 3 clusters
  Score: Raw -1935414.865466 + Penalty 3259.488266 = -1932155.377199
  nChanged 36
		SP:Iteration 53Q (194528.660000 sec): 3 clusters
  Score: Raw -1935423.186226 + Penalty 3259.488266 = -1932163.697960
  nChanged 41
		SP:Iteration 54Q (194528.890000 sec): 3 clusters
  Score: Raw -1935432.454282 + Penalty 3259.488266 = -1932172.966016
  nChanged 36
		SP:Iteration 55Q (194529.190000 sec): 3 clusters
  Score: Raw -1935439.371060 + Penalty 3259.488266 = -1932179.882793
  nChanged 24
		SP:Iteration 56Q (194529.480000 sec): 3 clusters
  Score: Raw -1935442.687858 + Penalty 3259.488266 = -1932183.199592
  nChanged 20
		SP:Iteration 57Q (194529.740000 sec): 3 clusters
  Score: Raw -1935444.780411 + Penalty 3259.488266 = -1932185.292145
  nChanged 16
		SP:Iteration 58Q (194529.980000 sec): 3 clusters
  Score: Raw -1935446.385974 + Penalty 3259.488266 = -1932186.897708
  nChanged 5
		SP:Iteration 59Q (194530.270000 sec): 3 clusters
  Score: Raw -1935447.188130 + Penalty 3259.488266 = -1932187.699864
  nChanged 5
		SP:Iteration 60F (194530.500000 sec): 3 clusters
  Score: Raw -1935447.785783 + Penalty 3259.488266 = -1932188.297517
  nChanged 5
		SP:Iteration 61Q (194530.800000 sec): 3 clusters
  Score: Raw -1935448.511259 + Penalty 3259.488266 = -1932189.022993
  nChanged 13
		SP:Iteration 62Q (194531.100000 sec): 3 clusters
  Score: Raw -1935450.605346 + Penalty 3259.488266 = -1932191.117079
  nChanged 16
		SP:Iteration 63Q (194531.400000 sec): 3 clusters
  Score: Raw -1935452.651752 + Penalty 3259.488266 = -1932193.163486
  nChanged 15
		SP:Iteration 64Q (194531.670000 sec): 3 clusters
  Score: Raw -1935454.630940 + Penalty 3259.488266 = -1932195.142674
  nChanged 13
		SP:Iteration 65Q (194531.910000 sec): 3 clusters
  Score: Raw -1935456.418444 + Penalty 3259.488266 = -1932196.930177
  nChanged 13
		SP:Iteration 66Q (194532.210000 sec): 3 clusters
  Score: Raw -1935458.310767 + Penalty 3259.488266 = -1932198.822501
  nChanged 10
		SP:Iteration 67Q (194532.520000 sec): 3 clusters
  Score: Raw -1935459.665360 + Penalty 3259.488266 = -1932200.177094
  nChanged 11
		SP:Iteration 68Q (194532.780000 sec): 3 clusters
  Score: Raw -1935461.052240 + Penalty 3259.488266 = -1932201.563974
  nChanged 13
		SP:Iteration 69Q (194533.060000 sec): 3 clusters
  Score: Raw -1935462.822879 + Penalty 3259.488266 = -1932203.334613
  nChanged 14
		SP:Iteration 70Q (194533.280000 sec): 3 clusters
  Score: Raw -1935464.278459 + Penalty 3259.488266 = -1932204.790193
  nChanged 8
		SP:Iteration 71Q (194533.540000 sec): 3 clusters
  Score: Raw -1935465.330087 + Penalty 3259.488266 = -1932205.841821
  nChanged 7
		SP:Iteration 72Q (194533.800000 sec): 3 clusters
  Score: Raw -1935466.024317 + Penalty 3259.488266 = -1932206.536051
  nChanged 4
		SP:Iteration 73Q (194534.060000 sec): 3 clusters
  Score: Raw -1935466.452886 + Penalty 3259.488266 = -1932206.964619
  nChanged 6
		SP:Iteration 74Q (194534.350000 sec): 3 clusters
  Score: Raw -1935466.981762 + Penalty 3259.488266 = -1932207.493496
  nChanged 2
		SP:Iteration 75Q (194534.640000 sec): 3 clusters
  Score: Raw -1935467.183130 + Penalty 3259.488266 = -1932207.694864
  nChanged 3
		SP:Iteration 76Q (194534.930000 sec): 3 clusters
  Score: Raw -1935467.338532 + Penalty 3259.488266 = -1932207.850266
  nChanged 0
		SP:Iteration 77F (194535.160000 sec): 3 clusters
  Score: Raw -1935467.338532 + Penalty 3259.488266 = -1932207.850266
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 37 (1802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194535.300000 sec): 2 clusters
  Score: Raw -152659.234630 + Penalty 1218.206021 = -151441.028609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194535.480000 sec): 3 clusters
  Score: Raw -151920.717143 + Penalty 2436.412042 = -149484.305101
  nChanged 618
		SP:Iteration 1F (194535.690000 sec): 3 clusters
  Score: Raw -152348.343861 + Penalty 2436.412042 = -149911.931819
  nChanged 149
		SP:Iteration 2F (194535.870000 sec): 3 clusters
  Score: Raw -152472.031105 + Penalty 2436.412042 = -150035.619063
  nChanged 112
		SP:Iteration 3F (194536.030000 sec): 3 clusters
  Score: Raw -152567.472810 + Penalty 2436.412042 = -150131.060767
  nChanged 85
		SP:Iteration 4Q (194536.200000 sec): 3 clusters
  Score: Raw -152640.392790 + Penalty 2436.412042 = -150203.980747
  nChanged 59
		SP:Iteration 5Q (194536.360000 sec): 3 clusters
  Score: Raw -152686.550558 + Penalty 2436.412042 = -150250.138516
  nChanged 66
		SP:Iteration 6Q (194536.490000 sec): 3 clusters
  Score: Raw -152735.900888 + Penalty 2436.412042 = -150299.488846
  nChanged 53
		SP:Iteration 7Q (194536.670000 sec): 3 clusters
  Score: Raw -152770.226867 + Penalty 2436.412042 = -150333.814824
  nChanged 50
		SP:Iteration 8Q (194536.840000 sec): 3 clusters
  Score: Raw -152810.343715 + Penalty 2436.412042 = -150373.931672
  nChanged 38
		SP:Iteration 9Q (194537.000000 sec): 3 clusters
  Score: Raw -152839.995996 + Penalty 2436.412042 = -150403.583953
  nChanged 37
		SP:Iteration 10Q (194537.190000 sec): 3 clusters
  Score: Raw -152878.213550 + Penalty 2436.412042 = -150441.801508
  nChanged 47
		SP:Iteration 11Q (194537.330000 sec): 3 clusters
  Score: Raw -152928.548580 + Penalty 2436.412042 = -150492.136538
  nChanged 44
		SP:Iteration 12Q (194537.550000 sec): 3 clusters
  Score: Raw -152969.521568 + Penalty 2436.412042 = -150533.109526
  nChanged 41
		SP:Iteration 13Q (194537.710000 sec): 3 clusters
  Score: Raw -153014.264110 + Penalty 2436.412042 = -150577.852068
  nChanged 36
		SP:Iteration 14Q (194537.920000 sec): 3 clusters
  Score: Raw -153052.244253 + Penalty 2436.412042 = -150615.832210
  nChanged 37
		SP:Iteration 15Q (194538.110000 sec): 3 clusters
  Score: Raw -153116.250071 + Penalty 2436.412042 = -150679.838029
  nChanged 36
		SP:Iteration 16Q (194538.270000 sec): 3 clusters
  Score: Raw -153161.604683 + Penalty 2436.412042 = -150725.192641
  nChanged 43
		SP:Iteration 17Q (194538.450000 sec): 3 clusters
  Score: Raw -153210.158161 + Penalty 2436.412042 = -150773.746119
  nChanged 29
		SP:Iteration 18Q (194538.620000 sec): 3 clusters
  Score: Raw -153235.375544 + Penalty 2436.412042 = -150798.963501
  nChanged 23
		SP:Iteration 19Q (194538.770000 sec): 3 clusters
  Score: Raw -153256.464681 + Penalty 2436.412042 = -150820.052639
  nChanged 13
		SP:Iteration 20F (194538.980000 sec): 3 clusters
  Score: Raw -153269.785534 + Penalty 2436.412042 = -150833.373491
  nChanged 11
		SP:Iteration 21Q (194539.170000 sec): 3 clusters
  Score: Raw -153280.221954 + Penalty 2436.412042 = -150843.809911
  nChanged 10
		SP:Iteration 22Q (194539.330000 sec): 3 clusters
  Score: Raw -153289.107935 + Penalty 2436.412042 = -150852.695893
  nChanged 7
		SP:Iteration 23Q (194539.490000 sec): 3 clusters
  Score: Raw -153295.246017 + Penalty 2436.412042 = -150858.833975
  nChanged 7
		SP:Iteration 24Q (194539.700000 sec): 3 clusters
  Score: Raw -153302.979027 + Penalty 2436.412042 = -150866.566984
  nChanged 9
		SP:Iteration 25Q (194539.890000 sec): 3 clusters
  Score: Raw -153311.388439 + Penalty 2436.412042 = -150874.976397
  nChanged 5
		SP:Iteration 26Q (194540.030000 sec): 3 clusters
  Score: Raw -153314.250851 + Penalty 2436.412042 = -150877.838808
  nChanged 5
		SP:Iteration 27Q (194540.200000 sec): 3 clusters
  Score: Raw -153316.803134 + Penalty 2436.412042 = -150880.391091
  nChanged 1
		SP:Iteration 28Q (194540.380000 sec): 3 clusters
  Score: Raw -153317.775685 + Penalty 2436.412042 = -150881.363643
  nChanged 2
		SP:Iteration 29Q (194540.610000 sec): 3 clusters
  Score: Raw -153318.708254 + Penalty 2436.412042 = -150882.296212
  nChanged 4
		SP:Iteration 30Q (194540.780000 sec): 3 clusters
  Score: Raw -153320.228589 + Penalty 2436.412042 = -150883.816546
  nChanged 0
		SP:Iteration 31F (194540.920000 sec): 3 clusters
  Score: Raw -153320.228589 + Penalty 2436.412042 = -150883.816546
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 38 (44755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194541.230000 sec): 2 clusters
  Score: Raw -4230196.664974 + Penalty 1740.205748 = -4228456.459226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194541.580000 sec): 3 clusters
  Score: Raw -4201954.954032 + Penalty 3480.411496 = -4198474.542536
  nChanged 20743
		SP:Iteration 1F (194541.930000 sec): 3 clusters
  Score: Raw -4213520.692820 + Penalty 3480.411496 = -4210040.281324
  nChanged 1544
		SP:Iteration 2Q (194542.320000 sec): 3 clusters
  Score: Raw -4213881.710642 + Penalty 3480.411496 = -4210401.299146
  nChanged 1492
		SP:Iteration 3Q (194542.690000 sec): 3 clusters
  Score: Raw -4214271.647005 + Penalty 3480.411496 = -4210791.235509
  nChanged 1534
		SP:Iteration 4Q (194543.060000 sec): 3 clusters
  Score: Raw -4214718.958680 + Penalty 3480.411496 = -4211238.547184
  nChanged 1610
		SP:Iteration 5Q (194543.480000 sec): 3 clusters
  Score: Raw -4215286.522304 + Penalty 3480.411496 = -4211806.110808
  nChanged 1919
		SP:Iteration 6Q (194543.860000 sec): 3 clusters
  Score: Raw -4216140.651122 + Penalty 3480.411496 = -4212660.239626
  nChanged 2281
		SP:Iteration 7F (194544.240000 sec): 3 clusters
  Score: Raw -4217433.261542 + Penalty 3480.411496 = -4213952.850046
  nChanged 2772
		SP:Iteration 8F (194544.600000 sec): 3 clusters
  Score: Raw -4219375.453890 + Penalty 3480.411496 = -4215895.042394
  nChanged 3027
		SP:Iteration 9F (194544.960000 sec): 3 clusters
  Score: Raw -4221828.762237 + Penalty 3480.411496 = -4218348.350741
  nChanged 2875
		SP:Iteration 10F (194545.310000 sec): 3 clusters
  Score: Raw -4224284.931078 + Penalty 3480.411496 = -4220804.519582
  nChanged 2374
		SP:Iteration 11F (194545.690000 sec): 3 clusters
  Score: Raw -4226332.203416 + Penalty 3480.411496 = -4222851.791920
  nChanged 1770
		SP:Iteration 12Q (194546.100000 sec): 3 clusters
  Score: Raw -4227893.111205 + Penalty 3480.411496 = -4224412.699709
  nChanged 1174
		SP:Iteration 13Q (194546.480000 sec): 3 clusters
  Score: Raw -4228957.239311 + Penalty 3480.411496 = -4225476.827815
  nChanged 757
		SP:Iteration 14Q (194546.880000 sec): 3 clusters
  Score: Raw -4229656.968868 + Penalty 3480.411496 = -4226176.557372
  nChanged 374
		SP:Iteration 15Q (194547.220000 sec): 3 clusters
  Score: Raw -4229999.873852 + Penalty 3480.411496 = -4226519.462356
  nChanged 179
		SP:Iteration 16Q (194547.580000 sec): 3 clusters
  Score: Raw -4230170.515222 + Penalty 3480.411496 = -4226690.103726
  nChanged 97
		SP:Iteration 17Q (194547.960000 sec): 3 clusters
  Score: Raw -4230260.881965 + Penalty 3480.411496 = -4226780.470469
  nChanged 45
		SP:Iteration 18Q (194548.330000 sec): 3 clusters
  Score: Raw -4230308.368512 + Penalty 3480.411496 = -4226827.957016
  nChanged 26
		SP:Iteration 19Q (194548.680000 sec): 3 clusters
  Score: Raw -4230335.770104 + Penalty 3480.411496 = -4226855.358608
  nChanged 19
		SP:Iteration 20F (194549.030000 sec): 3 clusters
  Score: Raw -4230353.270786 + Penalty 3480.411496 = -4226872.859290
  nChanged 11
		SP:Iteration 21Q (194549.370000 sec): 3 clusters
  Score: Raw -4230366.212762 + Penalty 3480.411496 = -4226885.801266
  nChanged 10
		SP:Iteration 22Q (194549.730000 sec): 3 clusters
  Score: Raw -4230377.187021 + Penalty 3480.411496 = -4226896.775525
  nChanged 3
		SP:Iteration 23Q (194550.040000 sec): 3 clusters
  Score: Raw -4230381.682079 + Penalty 3480.411496 = -4226901.270583
  nChanged 6
		SP:Iteration 24Q (194550.390000 sec): 3 clusters
  Score: Raw -4230388.484551 + Penalty 3480.411496 = -4226908.073055
  nChanged 7
		SP:Iteration 25Q (194550.770000 sec): 3 clusters
  Score: Raw -4230395.099791 + Penalty 3480.411496 = -4226914.688295
  nChanged 5
		SP:Iteration 26Q (194551.110000 sec): 3 clusters
  Score: Raw -4230401.463608 + Penalty 3480.411496 = -4226921.052112
  nChanged 5
		SP:Iteration 27Q (194551.490000 sec): 3 clusters
  Score: Raw -4230406.940321 + Penalty 3480.411496 = -4226926.528825
  nChanged 2
		SP:Iteration 28Q (194551.820000 sec): 3 clusters
  Score: Raw -4230409.250210 + Penalty 3480.411496 = -4226928.838714
  nChanged 1
		SP:Iteration 29Q (194552.170000 sec): 3 clusters
  Score: Raw -4230410.157267 + Penalty 3480.411496 = -4226929.745771
  nChanged 0
		SP:Iteration 30F (194552.570000 sec): 3 clusters
  Score: Raw -4230410.157267 + Penalty 3480.411496 = -4226929.745771
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 39 (9223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194552.710000 sec): 2 clusters
  Score: Raw -755534.654826 + Penalty 1483.536542 = -754051.118284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194552.860000 sec): 3 clusters
  Score: Raw -750432.029018 + Penalty 2967.073084 = -747464.955934
  nChanged 3926
		SP:Iteration 1F (194553.100000 sec): 3 clusters
  Score: Raw -752506.970027 + Penalty 2967.073084 = -749539.896943
  nChanged 508
		SP:Iteration 2F (194553.270000 sec): 3 clusters
  Score: Raw -752695.028604 + Penalty 2967.073084 = -749727.955520
  nChanged 392
		SP:Iteration 3Q (194553.520000 sec): 3 clusters
  Score: Raw -752829.884651 + Penalty 2967.073084 = -749862.811567
  nChanged 314
		SP:Iteration 4Q (194553.720000 sec): 3 clusters
  Score: Raw -752940.142612 + Penalty 2967.073084 = -749973.069528
  nChanged 267
		SP:Iteration 5Q (194553.970000 sec): 3 clusters
  Score: Raw -753030.464525 + Penalty 2967.073084 = -750063.391441
  nChanged 268
		SP:Iteration 6Q (194554.150000 sec): 3 clusters
  Score: Raw -753128.836835 + Penalty 2967.073084 = -750161.763751
  nChanged 273
		SP:Iteration 7Q (194554.380000 sec): 3 clusters
  Score: Raw -753234.751634 + Penalty 2967.073084 = -750267.678550
  nChanged 266
		SP:Iteration 8Q (194554.600000 sec): 3 clusters
  Score: Raw -753354.578570 + Penalty 2967.073084 = -750387.505486
  nChanged 284
		SP:Iteration 9Q (194554.810000 sec): 3 clusters
  Score: Raw -753484.396798 + Penalty 2967.073084 = -750517.323714
  nChanged 339
		SP:Iteration 10Q (194555.000000 sec): 3 clusters
  Score: Raw -753644.508134 + Penalty 2967.073084 = -750677.435050
  nChanged 349
		SP:Iteration 11Q (194555.220000 sec): 3 clusters
  Score: Raw -753828.865577 + Penalty 2967.073084 = -750861.792493
  nChanged 356
		SP:Iteration 12Q (194555.440000 sec): 3 clusters
  Score: Raw -754037.335175 + Penalty 2967.073084 = -751070.262091
  nChanged 394
		SP:Iteration 13Q (194555.650000 sec): 3 clusters
  Score: Raw -754287.188658 + Penalty 2967.073084 = -751320.115573
  nChanged 391
		SP:Iteration 14Q (194555.820000 sec): 3 clusters
  Score: Raw -754551.877666 + Penalty 2967.073084 = -751584.804582
  nChanged 364
		SP:Iteration 15Q (194556.060000 sec): 3 clusters
  Score: Raw -754815.217954 + Penalty 2967.073084 = -751848.144870
  nChanged 299
		SP:Iteration 16Q (194556.220000 sec): 3 clusters
  Score: Raw -755040.850441 + Penalty 2967.073084 = -752073.777357
  nChanged 245
		SP:Iteration 17Q (194556.430000 sec): 3 clusters
  Score: Raw -755237.408010 + Penalty 2967.073084 = -752270.334926
  nChanged 194
		SP:Iteration 18Q (194556.660000 sec): 3 clusters
  Score: Raw -755388.559978 + Penalty 2967.073084 = -752421.486893
  nChanged 123
		SP:Iteration 19Q (194556.810000 sec): 3 clusters
  Score: Raw -755483.687769 + Penalty 2967.073084 = -752516.614685
  nChanged 73
		SP:Iteration 20F (194556.980000 sec): 3 clusters
  Score: Raw -755548.075110 + Penalty 2967.073084 = -752581.002026
  nChanged 62
		SP:Iteration 21Q (194557.170000 sec): 3 clusters
  Score: Raw -755602.758876 + Penalty 2967.073084 = -752635.685792
  nChanged 49
		SP:Iteration 22Q (194557.400000 sec): 3 clusters
  Score: Raw -755646.934950 + Penalty 2967.073084 = -752679.861866
  nChanged 27
		SP:Iteration 23Q (194557.610000 sec): 3 clusters
  Score: Raw -755671.545705 + Penalty 2967.073084 = -752704.472621
  nChanged 11
		SP:Iteration 24Q (194557.800000 sec): 3 clusters
  Score: Raw -755682.733766 + Penalty 2967.073084 = -752715.660682
  nChanged 14
		SP:Iteration 25Q (194558.020000 sec): 3 clusters
  Score: Raw -755700.157795 + Penalty 2967.073084 = -752733.084711
  nChanged 12
		SP:Iteration 26Q (194558.220000 sec): 3 clusters
  Score: Raw -755712.690460 + Penalty 2967.073084 = -752745.617376
  nChanged 10
		SP:Iteration 27Q (194558.400000 sec): 3 clusters
  Score: Raw -755719.976564 + Penalty 2967.073084 = -752752.903480
  nChanged 6
		SP:Iteration 28Q (194558.650000 sec): 3 clusters
  Score: Raw -755725.630390 + Penalty 2967.073084 = -752758.557306
  nChanged 4
		SP:Iteration 29Q (194558.840000 sec): 3 clusters
  Score: Raw -755727.728772 + Penalty 2967.073084 = -752760.655688
  nChanged 2
		SP:Iteration 30Q (194559.040000 sec): 3 clusters
  Score: Raw -755728.948173 + Penalty 2967.073084 = -752761.875089
  nChanged 0
		SP:Iteration 31F (194559.250000 sec): 3 clusters
  Score: Raw -755728.948173 + Penalty 2967.073084 = -752761.875089
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 40 (3281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194559.330000 sec): 2 clusters
  Score: Raw -276259.475191 + Penalty 1315.584324 = -274943.890867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194559.500000 sec): 3 clusters
  Score: Raw -274665.382665 + Penalty 2631.168648 = -272034.214017
  nChanged 1286
		SP:Iteration 1F (194559.710000 sec): 3 clusters
  Score: Raw -275486.653568 + Penalty 2631.168648 = -272855.484919
  nChanged 292
		SP:Iteration 2F (194559.860000 sec): 3 clusters
  Score: Raw -275738.155027 + Penalty 2631.168648 = -273106.986379
  nChanged 228
		SP:Iteration 3F (194560.010000 sec): 3 clusters
  Score: Raw -275931.199918 + Penalty 2631.168648 = -273300.031270
  nChanged 194
		SP:Iteration 4F (194560.200000 sec): 3 clusters
  Score: Raw -276123.294846 + Penalty 2631.168648 = -273492.126197
  nChanged 178
		SP:Iteration 5F (194560.400000 sec): 3 clusters
  Score: Raw -276294.323935 + Penalty 2631.168648 = -273663.155287
  nChanged 147
		SP:Iteration 6Q (194560.580000 sec): 3 clusters
  Score: Raw -276402.527072 + Penalty 2631.168648 = -273771.358423
  nChanged 103
		SP:Iteration 7Q (194560.740000 sec): 3 clusters
  Score: Raw -276463.384764 + Penalty 2631.168648 = -273832.216116
  nChanged 55
		SP:Iteration 8Q (194560.920000 sec): 3 clusters
  Score: Raw -276493.183175 + Penalty 2631.168648 = -273862.014527
  nChanged 56
		SP:Iteration 9Q (194561.130000 sec): 3 clusters
  Score: Raw -276522.899355 + Penalty 2631.168648 = -273891.730706
  nChanged 44
		SP:Iteration 10Q (194561.330000 sec): 3 clusters
  Score: Raw -276541.509450 + Penalty 2631.168648 = -273910.340802
  nChanged 26
		SP:Iteration 11Q (194561.480000 sec): 3 clusters
  Score: Raw -276552.925526 + Penalty 2631.168648 = -273921.756878
  nChanged 28
		SP:Iteration 12Q (194561.700000 sec): 3 clusters
  Score: Raw -276565.158218 + Penalty 2631.168648 = -273933.989570
  nChanged 26
		SP:Iteration 13Q (194561.900000 sec): 3 clusters
  Score: Raw -276577.304730 + Penalty 2631.168648 = -273946.136082
  nChanged 25
		SP:Iteration 14Q (194562.040000 sec): 3 clusters
  Score: Raw -276589.991539 + Penalty 2631.168648 = -273958.822890
  nChanged 23
		SP:Iteration 15Q (194562.200000 sec): 3 clusters
  Score: Raw -276598.726852 + Penalty 2631.168648 = -273967.558203
  nChanged 16
		SP:Iteration 16Q (194562.390000 sec): 3 clusters
  Score: Raw -276604.473503 + Penalty 2631.168648 = -273973.304855
  nChanged 9
		SP:Iteration 17Q (194562.580000 sec): 3 clusters
  Score: Raw -276608.134824 + Penalty 2631.168648 = -273976.966176
  nChanged 10
		SP:Iteration 18Q (194562.750000 sec): 3 clusters
  Score: Raw -276611.613191 + Penalty 2631.168648 = -273980.444542
  nChanged 8
		SP:Iteration 19Q (194562.950000 sec): 3 clusters
  Score: Raw -276615.025810 + Penalty 2631.168648 = -273983.857162
  nChanged 9
		SP:Iteration 20F (194563.130000 sec): 3 clusters
  Score: Raw -276620.044285 + Penalty 2631.168648 = -273988.875637
  nChanged 13
		SP:Iteration 21Q (194563.340000 sec): 3 clusters
  Score: Raw -276625.041639 + Penalty 2631.168648 = -273993.872991
  nChanged 8
		SP:Iteration 22Q (194563.510000 sec): 3 clusters
  Score: Raw -276627.797422 + Penalty 2631.168648 = -273996.628774
  nChanged 4
		SP:Iteration 23Q (194563.680000 sec): 3 clusters
  Score: Raw -276629.244817 + Penalty 2631.168648 = -273998.076169
  nChanged 4
		SP:Iteration 24Q (194563.820000 sec): 3 clusters
  Score: Raw -276630.500096 + Penalty 2631.168648 = -273999.331448
  nChanged 5
		SP:Iteration 25Q (194564.050000 sec): 3 clusters
  Score: Raw -276631.388492 + Penalty 2631.168648 = -274000.219843
  nChanged 4
		SP:Iteration 26Q (194564.200000 sec): 3 clusters
  Score: Raw -276632.865455 + Penalty 2631.168648 = -274001.696806
  nChanged 4
		SP:Iteration 27Q (194564.430000 sec): 3 clusters
  Score: Raw -276633.673568 + Penalty 2631.168648 = -274002.504920
  nChanged 3
		SP:Iteration 28Q (194564.590000 sec): 3 clusters
  Score: Raw -276634.741161 + Penalty 2631.168648 = -274003.572513
  nChanged 3
		SP:Iteration 29Q (194564.760000 sec): 3 clusters
  Score: Raw -276635.861682 + Penalty 2631.168648 = -274004.693034
  nChanged 1
		SP:Iteration 30Q (194564.930000 sec): 3 clusters
  Score: Raw -276636.305072 + Penalty 2631.168648 = -274005.136424
  nChanged 2
		SP:Iteration 31Q (194565.120000 sec): 3 clusters
  Score: Raw -276637.054979 + Penalty 2631.168648 = -274005.886331
  nChanged 3
		SP:Iteration 32Q (194565.280000 sec): 3 clusters
  Score: Raw -276638.559312 + Penalty 2631.168648 = -274007.390664
  nChanged 5
		SP:Iteration 33Q (194565.480000 sec): 3 clusters
  Score: Raw -276641.941913 + Penalty 2631.168648 = -274010.773265
  nChanged 9
		SP:Iteration 34Q (194565.700000 sec): 3 clusters
  Score: Raw -276645.566628 + Penalty 2631.168648 = -274014.397980
  nChanged 3
		SP:Iteration 35Q (194565.830000 sec): 3 clusters
  Score: Raw -276646.667375 + Penalty 2631.168648 = -274015.498726
  nChanged 0
		SP:Iteration 36F (194566.020000 sec): 3 clusters
  Score: Raw -276646.667375 + Penalty 2631.168648 = -274015.498726
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 41 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194566.150000 sec): 2 clusters
  Score: Raw -17021.512503 + Penalty 897.886103 = -16123.626401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194566.290000 sec): 3 clusters
  Score: Raw -17116.531774 + Penalty 1795.772205 = -15320.759568
  nChanged 44
		SP:Iteration 1F (194566.480000 sec): 3 clusters
  Score: Raw -17252.035079 + Penalty 1795.772205 = -15456.262874
  nChanged 12
		SP:Iteration 2Q (194566.670000 sec): 3 clusters
  Score: Raw -17286.648430 + Penalty 1795.772205 = -15490.876225
  nChanged 3
		SP:Iteration 3Q (194566.810000 sec): 3 clusters
  Score: Raw -17294.061826 + Penalty 1795.772205 = -15498.289620
  nChanged 2
		SP:Iteration 4Q (194566.980000 sec): 3 clusters
  Score: Raw -17297.134819 + Penalty 1795.772205 = -15501.362613
  nChanged 1
		SP:Iteration 5Q (194567.170000 sec): 3 clusters
  Score: Raw -17301.210456 + Penalty 1795.772205 = -15505.438251
  nChanged 1
		SP:Iteration 6Q (194567.390000 sec): 3 clusters
  Score: Raw -17312.123780 + Penalty 1795.772205 = -15516.351575
  nChanged 2
		SP:Iteration 7Q (194567.500000 sec): 3 clusters
  Score: Raw -17315.803410 + Penalty 1795.772205 = -15520.031204
  nChanged 1
		SP:Iteration 8Q (194567.730000 sec): 3 clusters
  Score: Raw -17322.764270 + Penalty 1795.772205 = -15526.992064
  nChanged 1
		SP:Iteration 9Q (194567.870000 sec): 3 clusters
  Score: Raw -17325.046803 + Penalty 1795.772205 = -15529.274598
  nChanged 0
		SP:Iteration 10F (194568.030000 sec): 3 clusters
  Score: Raw -17325.046803 + Penalty 1795.772205 = -15529.274598
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 42 (3147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194568.160000 sec): 2 clusters
  Score: Raw -225288.128026 + Penalty 1308.808296 = -223979.319731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194568.350000 sec): 3 clusters
  Score: Raw -223849.915241 + Penalty 2617.616592 = -221232.298649
  nChanged 1199
		SP:Iteration 1F (194568.520000 sec): 3 clusters
  Score: Raw -224732.603067 + Penalty 2617.616592 = -222114.986475
  nChanged 302
		SP:Iteration 2F (194568.750000 sec): 3 clusters
  Score: Raw -225038.891681 + Penalty 2617.616592 = -222421.275090
  nChanged 237
		SP:Iteration 3F (194568.930000 sec): 3 clusters
  Score: Raw -225373.575599 + Penalty 2617.616592 = -222755.959007
  nChanged 219
		SP:Iteration 4F (194569.160000 sec): 3 clusters
  Score: Raw -225685.520538 + Penalty 2617.616592 = -223067.903946
  nChanged 191
		SP:Iteration 5F (194569.330000 sec): 3 clusters
  Score: Raw -225889.060972 + Penalty 2617.616592 = -223271.444381
  nChanged 137
		SP:Iteration 6Q (194569.510000 sec): 3 clusters
  Score: Raw -225984.306382 + Penalty 2617.616592 = -223366.689790
  nChanged 89
		SP:Iteration 7Q (194569.690000 sec): 3 clusters
  Score: Raw -226031.890113 + Penalty 2617.616592 = -223414.273522
  nChanged 46
		SP:Iteration 8Q (194569.890000 sec): 3 clusters
  Score: Raw -226057.341110 + Penalty 2617.616592 = -223439.724518
  nChanged 46
		SP:Iteration 9Q (194570.060000 sec): 3 clusters
  Score: Raw -226076.917728 + Penalty 2617.616592 = -223459.301136
  nChanged 29
		SP:Iteration 10Q (194570.230000 sec): 3 clusters
  Score: Raw -226090.244808 + Penalty 2617.616592 = -223472.628216
  nChanged 24
		SP:Iteration 11Q (194570.410000 sec): 3 clusters
  Score: Raw -226099.050573 + Penalty 2617.616592 = -223481.433982
  nChanged 20
		SP:Iteration 12Q (194570.620000 sec): 3 clusters
  Score: Raw -226108.056158 + Penalty 2617.616592 = -223490.439566
  nChanged 20
		SP:Iteration 13Q (194570.770000 sec): 3 clusters
  Score: Raw -226114.573527 + Penalty 2617.616592 = -223496.956936
  nChanged 17
		SP:Iteration 14Q (194570.950000 sec): 3 clusters
  Score: Raw -226120.121443 + Penalty 2617.616592 = -223502.504851
  nChanged 11
		SP:Iteration 15Q (194571.130000 sec): 3 clusters
  Score: Raw -226123.371425 + Penalty 2617.616592 = -223505.754834
  nChanged 5
		SP:Iteration 16Q (194571.320000 sec): 3 clusters
  Score: Raw -226125.286043 + Penalty 2617.616592 = -223507.669451
  nChanged 7
		SP:Iteration 17Q (194571.480000 sec): 3 clusters
  Score: Raw -226128.124651 + Penalty 2617.616592 = -223510.508059
  nChanged 7
		SP:Iteration 18Q (194571.680000 sec): 3 clusters
  Score: Raw -226130.485350 + Penalty 2617.616592 = -223512.868758
  nChanged 4
		SP:Iteration 19Q (194571.880000 sec): 3 clusters
  Score: Raw -226131.453063 + Penalty 2617.616592 = -223513.836471
  nChanged 6
		SP:Iteration 20F (194572.060000 sec): 3 clusters
  Score: Raw -226132.860800 + Penalty 2617.616592 = -223515.244208
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 43 (10953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194572.180000 sec): 2 clusters
  Score: Raw -942272.046834 + Penalty 1511.472409 = -940760.574426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194572.420000 sec): 3 clusters
  Score: Raw -936041.733537 + Penalty 3022.944818 = -933018.788719
  nChanged 4664
		SP:Iteration 1F (194572.650000 sec): 3 clusters
  Score: Raw -938617.072489 + Penalty 3022.944818 = -935594.127671
  nChanged 675
		SP:Iteration 2F (194572.860000 sec): 3 clusters
  Score: Raw -938939.523884 + Penalty 3022.944818 = -935916.579067
  nChanged 606
		SP:Iteration 3F (194573.120000 sec): 3 clusters
  Score: Raw -939246.460954 + Penalty 3022.944818 = -936223.516136
  nChanged 535
		SP:Iteration 4Q (194573.360000 sec): 3 clusters
  Score: Raw -939513.778618 + Penalty 3022.944818 = -936490.833800
  nChanged 520
		SP:Iteration 5Q (194573.540000 sec): 3 clusters
  Score: Raw -939781.819689 + Penalty 3022.944818 = -936758.874871
  nChanged 494
		SP:Iteration 6Q (194573.740000 sec): 3 clusters
  Score: Raw -940027.797772 + Penalty 3022.944818 = -937004.852955
  nChanged 454
		SP:Iteration 7Q (194573.990000 sec): 3 clusters
  Score: Raw -940271.019795 + Penalty 3022.944818 = -937248.074977
  nChanged 421
		SP:Iteration 8Q (194574.190000 sec): 3 clusters
  Score: Raw -940500.561492 + Penalty 3022.944818 = -937477.616674
  nChanged 385
		SP:Iteration 9Q (194574.390000 sec): 3 clusters
  Score: Raw -940712.932595 + Penalty 3022.944818 = -937689.987777
  nChanged 354
		SP:Iteration 10Q (194574.620000 sec): 3 clusters
  Score: Raw -940914.329525 + Penalty 3022.944818 = -937891.384707
  nChanged 326
		SP:Iteration 11Q (194574.840000 sec): 3 clusters
  Score: Raw -941109.487436 + Penalty 3022.944818 = -938086.542618
  nChanged 288
		SP:Iteration 12Q (194575.020000 sec): 3 clusters
  Score: Raw -941297.663837 + Penalty 3022.944818 = -938274.719020
  nChanged 261
		SP:Iteration 13Q (194575.250000 sec): 3 clusters
  Score: Raw -941468.084221 + Penalty 3022.944818 = -938445.139403
  nChanged 220
		SP:Iteration 14Q (194575.500000 sec): 3 clusters
  Score: Raw -941620.476511 + Penalty 3022.944818 = -938597.531693
  nChanged 207
		SP:Iteration 15Q (194575.680000 sec): 3 clusters
  Score: Raw -941757.529328 + Penalty 3022.944818 = -938734.584510
  nChanged 180
		SP:Iteration 16Q (194575.900000 sec): 3 clusters
  Score: Raw -941885.536229 + Penalty 3022.944818 = -938862.591411
  nChanged 146
		SP:Iteration 17Q (194576.140000 sec): 3 clusters
  Score: Raw -941980.099750 + Penalty 3022.944818 = -938957.154932
  nChanged 126
		SP:Iteration 18Q (194576.320000 sec): 3 clusters
  Score: Raw -942074.580443 + Penalty 3022.944818 = -939051.635625
  nChanged 106
		SP:Iteration 19Q (194576.530000 sec): 3 clusters
  Score: Raw -942143.705345 + Penalty 3022.944818 = -939120.760527
  nChanged 82
		SP:Iteration 20F (194576.810000 sec): 3 clusters
  Score: Raw -942193.959373 + Penalty 3022.944818 = -939171.014555
  nChanged 59
		SP:Iteration 21Q (194577.020000 sec): 3 clusters
  Score: Raw -942228.279824 + Penalty 3022.944818 = -939205.335006
  nChanged 48
		SP:Iteration 22Q (194577.210000 sec): 3 clusters
  Score: Raw -942262.010324 + Penalty 3022.944818 = -939239.065506
  nChanged 48
		SP:Iteration 23Q (194577.450000 sec): 3 clusters
  Score: Raw -942300.990259 + Penalty 3022.944818 = -939278.045441
  nChanged 47
		SP:Iteration 24Q (194577.680000 sec): 3 clusters
  Score: Raw -942331.790795 + Penalty 3022.944818 = -939308.845977
  nChanged 39
		SP:Iteration 25Q (194577.840000 sec): 3 clusters
  Score: Raw -942363.109014 + Penalty 3022.944818 = -939340.164196
  nChanged 46
		SP:Iteration 26Q (194578.070000 sec): 3 clusters
  Score: Raw -942401.620946 + Penalty 3022.944818 = -939378.676128
  nChanged 36
		SP:Iteration 27Q (194578.280000 sec): 3 clusters
  Score: Raw -942437.212861 + Penalty 3022.944818 = -939414.268044
  nChanged 38
		SP:Iteration 28Q (194578.490000 sec): 3 clusters
  Score: Raw -942471.202487 + Penalty 3022.944818 = -939448.257669
  nChanged 18
		SP:Iteration 29Q (194578.700000 sec): 3 clusters
  Score: Raw -942487.376975 + Penalty 3022.944818 = -939464.432157
  nChanged 12
		SP:Iteration 30Q (194578.890000 sec): 3 clusters
  Score: Raw -942496.582988 + Penalty 3022.944818 = -939473.638170
  nChanged 5
		SP:Iteration 31Q (194579.090000 sec): 3 clusters
  Score: Raw -942502.379962 + Penalty 3022.944818 = -939479.435144
  nChanged 9
		SP:Iteration 32Q (194579.320000 sec): 3 clusters
  Score: Raw -942508.446874 + Penalty 3022.944818 = -939485.502057
  nChanged 9
		SP:Iteration 33Q (194579.550000 sec): 3 clusters
  Score: Raw -942514.061621 + Penalty 3022.944818 = -939491.116803
  nChanged 5
		SP:Iteration 34Q (194579.750000 sec): 3 clusters
  Score: Raw -942516.450366 + Penalty 3022.944818 = -939493.505548
  nChanged 5
		SP:Iteration 35Q (194579.940000 sec): 3 clusters
  Score: Raw -942518.818399 + Penalty 3022.944818 = -939495.873581
  nChanged 3
		SP:Iteration 36Q (194580.190000 sec): 3 clusters
  Score: Raw -942521.508315 + Penalty 3022.944818 = -939498.563497
  nChanged 2
		SP:Iteration 37Q (194580.350000 sec): 3 clusters
  Score: Raw -942523.234230 + Penalty 3022.944818 = -939500.289412
  nChanged 2
		SP:Iteration 38Q (194580.570000 sec): 3 clusters
  Score: Raw -942524.110916 + Penalty 3022.944818 = -939501.166098
  nChanged 4
		SP:Iteration 39Q (194580.790000 sec): 3 clusters
  Score: Raw -942526.573402 + Penalty 3022.944818 = -939503.628585
  nChanged 0
		SP:Iteration 40F (194581.000000 sec): 3 clusters
  Score: Raw -942526.573402 + Penalty 3022.944818 = -939503.628585
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 44 (6223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194581.090000 sec): 2 clusters
  Score: Raw -528516.510089 + Penalty 1419.601200 = -527096.908889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194581.280000 sec): 3 clusters
  Score: Raw -525110.435105 + Penalty 2839.202400 = -522271.232705
  nChanged 2594
		SP:Iteration 1F (194581.490000 sec): 3 clusters
  Score: Raw -526786.744721 + Penalty 2839.202400 = -523947.542321
  nChanged 498
		SP:Iteration 2F (194581.660000 sec): 3 clusters
  Score: Raw -527130.347904 + Penalty 2839.202400 = -524291.145504
  nChanged 383
		SP:Iteration 3F (194581.880000 sec): 3 clusters
  Score: Raw -527422.761941 + Penalty 2839.202400 = -524583.559541
  nChanged 343
		SP:Iteration 4F (194582.050000 sec): 3 clusters
  Score: Raw -527669.565686 + Penalty 2839.202400 = -524830.363286
  nChanged 296
		SP:Iteration 5Q (194582.260000 sec): 3 clusters
  Score: Raw -527889.496613 + Penalty 2839.202400 = -525050.294213
  nChanged 279
		SP:Iteration 6Q (194582.430000 sec): 3 clusters
  Score: Raw -528096.632303 + Penalty 2839.202400 = -525257.429903
  nChanged 305
		SP:Iteration 7Q (194582.640000 sec): 3 clusters
  Score: Raw -528344.984989 + Penalty 2839.202400 = -525505.782589
  nChanged 318
		SP:Iteration 8F (194582.830000 sec): 3 clusters
  Score: Raw -528601.289053 + Penalty 2839.202400 = -525762.086653
  nChanged 315
		SP:Iteration 9F (194583.040000 sec): 3 clusters
  Score: Raw -528850.174718 + Penalty 2839.202400 = -526010.972318
  nChanged 226
		SP:Iteration 10Q (194583.240000 sec): 3 clusters
  Score: Raw -529002.986055 + Penalty 2839.202400 = -526163.783655
  nChanged 160
		SP:Iteration 11Q (194583.440000 sec): 3 clusters
  Score: Raw -529090.211423 + Penalty 2839.202400 = -526251.009023
  nChanged 105
		SP:Iteration 12Q (194583.650000 sec): 3 clusters
  Score: Raw -529138.646898 + Penalty 2839.202400 = -526299.444498
  nChanged 87
		SP:Iteration 13Q (194583.830000 sec): 3 clusters
  Score: Raw -529172.580692 + Penalty 2839.202400 = -526333.378292
  nChanged 59
		SP:Iteration 14Q (194584.000000 sec): 3 clusters
  Score: Raw -529191.838962 + Penalty 2839.202400 = -526352.636562
  nChanged 47
		SP:Iteration 15Q (194584.190000 sec): 3 clusters
  Score: Raw -529208.074332 + Penalty 2839.202400 = -526368.871932
  nChanged 44
		SP:Iteration 16Q (194584.390000 sec): 3 clusters
  Score: Raw -529222.811791 + Penalty 2839.202400 = -526383.609391
  nChanged 42
		SP:Iteration 17Q (194584.620000 sec): 3 clusters
  Score: Raw -529238.921017 + Penalty 2839.202400 = -526399.718617
  nChanged 52
		SP:Iteration 18Q (194584.810000 sec): 3 clusters
  Score: Raw -529254.546491 + Penalty 2839.202400 = -526415.344091
  nChanged 40
		SP:Iteration 19Q (194585.050000 sec): 3 clusters
  Score: Raw -529264.629334 + Penalty 2839.202400 = -526425.426934
  nChanged 30
		SP:Iteration 20F (194585.210000 sec): 3 clusters
  Score: Raw -529271.103728 + Penalty 2839.202400 = -526431.901328
  nChanged 23
		SP:Iteration 21Q (194585.400000 sec): 3 clusters
  Score: Raw -529276.280987 + Penalty 2839.202400 = -526437.078587
  nChanged 15
		SP:Iteration 22Q (194585.620000 sec): 3 clusters
  Score: Raw -529278.960962 + Penalty 2839.202400 = -526439.758562
  nChanged 12
		SP:Iteration 23Q (194585.770000 sec): 3 clusters
  Score: Raw -529280.629604 + Penalty 2839.202400 = -526441.427204
  nChanged 9
		SP:Iteration 24Q (194585.970000 sec): 3 clusters
  Score: Raw -529282.076518 + Penalty 2839.202400 = -526442.874118
  nChanged 8
		SP:Iteration 25Q (194586.160000 sec): 3 clusters
  Score: Raw -529283.479144 + Penalty 2839.202400 = -526444.276744
  nChanged 7
		SP:Iteration 26Q (194586.380000 sec): 3 clusters
  Score: Raw -529284.931637 + Penalty 2839.202400 = -526445.729237
  nChanged 10
		SP:Iteration 27Q (194586.600000 sec): 3 clusters
  Score: Raw -529287.378851 + Penalty 2839.202400 = -526448.176451
  nChanged 9
		SP:Iteration 28Q (194586.780000 sec): 3 clusters
  Score: Raw -529289.090679 + Penalty 2839.202400 = -526449.888279
  nChanged 13
		SP:Iteration 29Q (194586.950000 sec): 3 clusters
  Score: Raw -529292.530736 + Penalty 2839.202400 = -526453.328336
  nChanged 13
		SP:Iteration 30Q (194587.130000 sec): 3 clusters
  Score: Raw -529298.112116 + Penalty 2839.202400 = -526458.909716
  nChanged 16
		SP:Iteration 31Q (194587.320000 sec): 3 clusters
  Score: Raw -529302.056367 + Penalty 2839.202400 = -526462.853967
  nChanged 15
		SP:Iteration 32Q (194587.520000 sec): 3 clusters
  Score: Raw -529305.847834 + Penalty 2839.202400 = -526466.645434
  nChanged 21
		SP:Iteration 33Q (194587.700000 sec): 3 clusters
  Score: Raw -529312.513827 + Penalty 2839.202400 = -526473.311427
  nChanged 28
		SP:Iteration 34Q (194587.920000 sec): 3 clusters
  Score: Raw -529320.114347 + Penalty 2839.202400 = -526480.911947
  nChanged 18
		SP:Iteration 35Q (194588.120000 sec): 3 clusters
  Score: Raw -529324.891724 + Penalty 2839.202400 = -526485.689324
  nChanged 16
		SP:Iteration 36Q (194588.300000 sec): 3 clusters
  Score: Raw -529327.967875 + Penalty 2839.202400 = -526488.765475
  nChanged 11
		SP:Iteration 37Q (194588.500000 sec): 3 clusters
  Score: Raw -529330.099328 + Penalty 2839.202400 = -526490.896928
  nChanged 10
		SP:Iteration 38Q (194588.720000 sec): 3 clusters
  Score: Raw -529331.631798 + Penalty 2839.202400 = -526492.429398
  nChanged 10
		SP:Iteration 39Q (194588.930000 sec): 3 clusters
  Score: Raw -529333.536092 + Penalty 2839.202400 = -526494.333692
  nChanged 12
		SP:Iteration 40F (194589.100000 sec): 3 clusters
  Score: Raw -529336.755154 + Penalty 2839.202400 = -526497.552754
  nChanged 12
		SP:Iteration 41Q (194589.260000 sec): 3 clusters
  Score: Raw -529339.785304 + Penalty 2839.202400 = -526500.582904
  nChanged 16
		SP:Iteration 42Q (194589.490000 sec): 3 clusters
  Score: Raw -529342.633533 + Penalty 2839.202400 = -526503.431133
  nChanged 18
		SP:Iteration 43Q (194589.660000 sec): 3 clusters
  Score: Raw -529346.989278 + Penalty 2839.202400 = -526507.786878
  nChanged 16
		SP:Iteration 44Q (194589.860000 sec): 3 clusters
  Score: Raw -529350.663269 + Penalty 2839.202400 = -526511.460869
  nChanged 13
		SP:Iteration 45Q (194590.060000 sec): 3 clusters
  Score: Raw -529353.308795 + Penalty 2839.202400 = -526514.106395
  nChanged 12
		SP:Iteration 46Q (194590.240000 sec): 3 clusters
  Score: Raw -529355.584370 + Penalty 2839.202400 = -526516.381970
  nChanged 9
		SP:Iteration 47Q (194590.460000 sec): 3 clusters
  Score: Raw -529357.146014 + Penalty 2839.202400 = -526517.943614
  nChanged 8
		SP:Iteration 48Q (194590.660000 sec): 3 clusters
  Score: Raw -529358.691005 + Penalty 2839.202400 = -526519.488605
  nChanged 12
		SP:Iteration 49Q (194590.870000 sec): 3 clusters
  Score: Raw -529361.572925 + Penalty 2839.202400 = -526522.370525
  nChanged 16
		SP:Iteration 50Q (194591.030000 sec): 3 clusters
  Score: Raw -529365.573188 + Penalty 2839.202400 = -526526.370788
  nChanged 18
		SP:Iteration 51Q (194591.240000 sec): 3 clusters
  Score: Raw -529371.020970 + Penalty 2839.202400 = -526531.818570
  nChanged 28
		SP:Iteration 52Q (194591.460000 sec): 3 clusters
  Score: Raw -529379.233252 + Penalty 2839.202400 = -526540.030852
  nChanged 24
		SP:Iteration 53Q (194591.630000 sec): 3 clusters
  Score: Raw -529387.238823 + Penalty 2839.202400 = -526548.036423
  nChanged 25
		SP:Iteration 54Q (194591.840000 sec): 3 clusters
  Score: Raw -529396.005055 + Penalty 2839.202400 = -526556.802655
  nChanged 28
		SP:Iteration 55Q (194592.010000 sec): 3 clusters
  Score: Raw -529406.281101 + Penalty 2839.202400 = -526567.078701
  nChanged 37
		SP:Iteration 56Q (194592.220000 sec): 3 clusters
  Score: Raw -529421.704958 + Penalty 2839.202400 = -526582.502558
  nChanged 38
		SP:Iteration 57Q (194592.440000 sec): 3 clusters
  Score: Raw -529437.607936 + Penalty 2839.202400 = -526598.405536
  nChanged 40
		SP:Iteration 58Q (194592.640000 sec): 3 clusters
  Score: Raw -529453.028829 + Penalty 2839.202400 = -526613.826429
  nChanged 44
		SP:Iteration 59Q (194592.820000 sec): 3 clusters
  Score: Raw -529478.330616 + Penalty 2839.202400 = -526639.128216
  nChanged 49
		SP:Iteration 60F (194592.990000 sec): 3 clusters
  Score: Raw -529503.387726 + Penalty 2839.202400 = -526664.185326
  nChanged 46
		SP:Iteration 61Q (194593.220000 sec): 3 clusters
  Score: Raw -529532.504860 + Penalty 2839.202400 = -526693.302460
  nChanged 48
		SP:Iteration 62Q (194593.380000 sec): 3 clusters
  Score: Raw -529563.332334 + Penalty 2839.202400 = -526724.129934
  nChanged 53
		SP:Iteration 63Q (194593.530000 sec): 3 clusters
  Score: Raw -529602.620727 + Penalty 2839.202400 = -526763.418327
  nChanged 54
		SP:Iteration 64Q (194593.740000 sec): 3 clusters
  Score: Raw -529645.567473 + Penalty 2839.202400 = -526806.365073
  nChanged 58
		SP:Iteration 65Q (194593.950000 sec): 3 clusters
  Score: Raw -529693.581979 + Penalty 2839.202400 = -526854.379579
  nChanged 46
		SP:Iteration 66Q (194594.150000 sec): 3 clusters
  Score: Raw -529727.275401 + Penalty 2839.202400 = -526888.073001
  nChanged 34
		SP:Iteration 67Q (194594.320000 sec): 3 clusters
  Score: Raw -529748.430705 + Penalty 2839.202400 = -526909.228305
  nChanged 27
		SP:Iteration 68Q (194594.530000 sec): 3 clusters
  Score: Raw -529763.322474 + Penalty 2839.202400 = -526924.120074
  nChanged 29
		SP:Iteration 69Q (194594.710000 sec): 3 clusters
  Score: Raw -529776.127974 + Penalty 2839.202400 = -526936.925574
  nChanged 19
		SP:Iteration 70Q (194594.900000 sec): 3 clusters
  Score: Raw -529782.865839 + Penalty 2839.202400 = -526943.663439
  nChanged 8
		SP:Iteration 71Q (194595.130000 sec): 3 clusters
  Score: Raw -529785.209666 + Penalty 2839.202400 = -526946.007266
  nChanged 4
		SP:Iteration 72Q (194595.320000 sec): 3 clusters
  Score: Raw -529786.545107 + Penalty 2839.202400 = -526947.342707
  nChanged 5
		SP:Iteration 73Q (194595.550000 sec): 3 clusters
  Score: Raw -529788.158059 + Penalty 2839.202400 = -526948.955659
  nChanged 3
		SP:Iteration 74Q (194595.740000 sec): 3 clusters
  Score: Raw -529788.673353 + Penalty 2839.202400 = -526949.470953
  nChanged 1
		SP:Iteration 75Q (194595.950000 sec): 3 clusters
  Score: Raw -529788.989615 + Penalty 2839.202400 = -526949.787215
  nChanged 1
		SP:Iteration 76Q (194596.110000 sec): 3 clusters
  Score: Raw -529789.365120 + Penalty 2839.202400 = -526950.162720
  nChanged 1
		SP:Iteration 77Q (194596.330000 sec): 3 clusters
  Score: Raw -529789.486940 + Penalty 2839.202400 = -526950.284540
  nChanged 0
		SP:Iteration 78F (194596.510000 sec): 3 clusters
  Score: Raw -529789.486940 + Penalty 2839.202400 = -526950.284540
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 45 (422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194596.620000 sec): 2 clusters
  Score: Raw -34308.946549 + Penalty 982.313364 = -33326.633186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194596.770000 sec): 3 clusters
  Score: Raw -34269.557358 + Penalty 1964.626727 = -32304.930631
  nChanged 80
		SP:Iteration 1F (194596.980000 sec): 3 clusters
  Score: Raw -34399.856442 + Penalty 1964.626727 = -32435.229715
  nChanged 13
		SP:Iteration 2Q (194597.140000 sec): 3 clusters
  Score: Raw -34416.570630 + Penalty 1964.626727 = -32451.943903
  nChanged 7
		SP:Iteration 3Q (194597.340000 sec): 3 clusters
  Score: Raw -34435.868560 + Penalty 1964.626727 = -32471.241833
  nChanged 5
		SP:Iteration 4Q (194597.470000 sec): 3 clusters
  Score: Raw -34446.452630 + Penalty 1964.626727 = -32481.825903
  nChanged 5
		SP:Iteration 5Q (194597.690000 sec): 3 clusters
  Score: Raw -34455.193861 + Penalty 1964.626727 = -32490.567134
  nChanged 2
		SP:Iteration 6Q (194597.840000 sec): 3 clusters
  Score: Raw -34457.987778 + Penalty 1964.626727 = -32493.361051
  nChanged 0
		SP:Iteration 7F (194598.020000 sec): 3 clusters
  Score: Raw -34457.987778 + Penalty 1964.626727 = -32493.361051
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 46 (4618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194598.170000 sec): 2 clusters
  Score: Raw -383496.917472 + Penalty 1371.129011 = -382125.788462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194598.350000 sec): 3 clusters
  Score: Raw -381151.894822 + Penalty 2742.258022 = -378409.636801
  nChanged 1806
		SP:Iteration 1F (194598.520000 sec): 3 clusters
  Score: Raw -382237.025272 + Penalty 2742.258022 = -379494.767250
  nChanged 376
		SP:Iteration 2F (194598.730000 sec): 3 clusters
  Score: Raw -382470.528002 + Penalty 2742.258022 = -379728.269981
  nChanged 249
		SP:Iteration 3F (194598.940000 sec): 3 clusters
  Score: Raw -382632.366799 + Penalty 2742.258022 = -379890.108777
  nChanged 183
		SP:Iteration 4Q (194599.150000 sec): 3 clusters
  Score: Raw -382760.130961 + Penalty 2742.258022 = -380017.872939
  nChanged 188
		SP:Iteration 5Q (194599.360000 sec): 3 clusters
  Score: Raw -382888.658423 + Penalty 2742.258022 = -380146.400401
  nChanged 186
		SP:Iteration 6Q (194599.530000 sec): 3 clusters
  Score: Raw -383024.500897 + Penalty 2742.258022 = -380282.242875
  nChanged 163
		SP:Iteration 7Q (194599.740000 sec): 3 clusters
  Score: Raw -383138.062834 + Penalty 2742.258022 = -380395.804812
  nChanged 145
		SP:Iteration 8Q (194599.930000 sec): 3 clusters
  Score: Raw -383231.064789 + Penalty 2742.258022 = -380488.806767
  nChanged 149
		SP:Iteration 9Q (194600.110000 sec): 3 clusters
  Score: Raw -383325.109803 + Penalty 2742.258022 = -380582.851781
  nChanged 132
		SP:Iteration 10Q (194600.310000 sec): 3 clusters
  Score: Raw -383414.876317 + Penalty 2742.258022 = -380672.618295
  nChanged 128
		SP:Iteration 11Q (194600.500000 sec): 3 clusters
  Score: Raw -383506.111958 + Penalty 2742.258022 = -380763.853936
  nChanged 117
		SP:Iteration 12Q (194600.720000 sec): 3 clusters
  Score: Raw -383591.271390 + Penalty 2742.258022 = -380849.013368
  nChanged 119
		SP:Iteration 13Q (194600.910000 sec): 3 clusters
  Score: Raw -383678.555928 + Penalty 2742.258022 = -380936.297907
  nChanged 124
		SP:Iteration 14Q (194601.120000 sec): 3 clusters
  Score: Raw -383753.772337 + Penalty 2742.258022 = -381011.514315
  nChanged 92
		SP:Iteration 15Q (194601.280000 sec): 3 clusters
  Score: Raw -383809.552250 + Penalty 2742.258022 = -381067.294229
  nChanged 59
		SP:Iteration 16Q (194601.480000 sec): 3 clusters
  Score: Raw -383840.922910 + Penalty 2742.258022 = -381098.664889
  nChanged 49
		SP:Iteration 17Q (194601.660000 sec): 3 clusters
  Score: Raw -383866.707657 + Penalty 2742.258022 = -381124.449636
  nChanged 45
		SP:Iteration 18Q (194601.840000 sec): 3 clusters
  Score: Raw -383888.703661 + Penalty 2742.258022 = -381146.445640
  nChanged 40
		SP:Iteration 19Q (194602.040000 sec): 3 clusters
  Score: Raw -383909.305123 + Penalty 2742.258022 = -381167.047102
  nChanged 43
		SP:Iteration 20F (194602.200000 sec): 3 clusters
  Score: Raw -383935.969102 + Penalty 2742.258022 = -381193.711081
  nChanged 44
		SP:Iteration 21Q (194602.420000 sec): 3 clusters
  Score: Raw -383959.970185 + Penalty 2742.258022 = -381217.712163
  nChanged 42
		SP:Iteration 22Q (194602.600000 sec): 3 clusters
  Score: Raw -383988.025230 + Penalty 2742.258022 = -381245.767208
  nChanged 48
		SP:Iteration 23Q (194602.780000 sec): 3 clusters
  Score: Raw -384014.736007 + Penalty 2742.258022 = -381272.477985
  nChanged 32
		SP:Iteration 24Q (194603.020000 sec): 3 clusters
  Score: Raw -384036.617562 + Penalty 2742.258022 = -381294.359540
  nChanged 39
		SP:Iteration 25Q (194603.180000 sec): 3 clusters
  Score: Raw -384064.054496 + Penalty 2742.258022 = -381321.796474
  nChanged 34
		SP:Iteration 26Q (194603.370000 sec): 3 clusters
  Score: Raw -384084.206429 + Penalty 2742.258022 = -381341.948407
  nChanged 29
		SP:Iteration 27Q (194603.550000 sec): 3 clusters
  Score: Raw -384099.086609 + Penalty 2742.258022 = -381356.828587
  nChanged 19
		SP:Iteration 28Q (194603.760000 sec): 3 clusters
  Score: Raw -384107.845188 + Penalty 2742.258022 = -381365.587166
  nChanged 11
		SP:Iteration 29Q (194603.960000 sec): 3 clusters
  Score: Raw -384111.514270 + Penalty 2742.258022 = -381369.256248
  nChanged 5
		SP:Iteration 30Q (194604.130000 sec): 3 clusters
  Score: Raw -384113.342375 + Penalty 2742.258022 = -381371.084353
  nChanged 4
		SP:Iteration 31Q (194604.360000 sec): 3 clusters
  Score: Raw -384115.063257 + Penalty 2742.258022 = -381372.805235
  nChanged 3
		SP:Iteration 32Q (194604.520000 sec): 3 clusters
  Score: Raw -384116.760509 + Penalty 2742.258022 = -381374.502487
  nChanged 6
		SP:Iteration 33Q (194604.720000 sec): 3 clusters
  Score: Raw -384118.445872 + Penalty 2742.258022 = -381376.187851
  nChanged 2
		SP:Iteration 34Q (194604.890000 sec): 3 clusters
  Score: Raw -384118.793300 + Penalty 2742.258022 = -381376.535278
  nChanged 2
		SP:Iteration 35Q (194605.090000 sec): 3 clusters
  Score: Raw -384119.289214 + Penalty 2742.258022 = -381377.031192
  nChanged 0
		SP:Iteration 36F (194605.280000 sec): 3 clusters
  Score: Raw -384119.289214 + Penalty 2742.258022 = -381377.031192
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 47 (3589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194605.360000 sec): 2 clusters
  Score: Raw -287192.733709 + Penalty 1330.164695 = -285862.569014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194605.590000 sec): 3 clusters
  Score: Raw -285422.164491 + Penalty 2660.329390 = -282761.835102
  nChanged 1419
		SP:Iteration 1F (194605.740000 sec): 3 clusters
  Score: Raw -286287.878246 + Penalty 2660.329390 = -283627.548856
  nChanged 323
		SP:Iteration 2F (194605.920000 sec): 3 clusters
  Score: Raw -286512.163548 + Penalty 2660.329390 = -283851.834159
  nChanged 223
		SP:Iteration 3F (194606.110000 sec): 3 clusters
  Score: Raw -286703.167727 + Penalty 2660.329390 = -284042.838337
  nChanged 195
		SP:Iteration 4F (194606.300000 sec): 3 clusters
  Score: Raw -286862.627098 + Penalty 2660.329390 = -284202.297709
  nChanged 204
		SP:Iteration 5F (194606.490000 sec): 3 clusters
  Score: Raw -287032.604371 + Penalty 2660.329390 = -284372.274982
  nChanged 167
		SP:Iteration 6Q (194606.670000 sec): 3 clusters
  Score: Raw -287187.189748 + Penalty 2660.329390 = -284526.860358
  nChanged 165
		SP:Iteration 7Q (194606.830000 sec): 3 clusters
  Score: Raw -287335.794282 + Penalty 2660.329390 = -284675.464892
  nChanged 141
		SP:Iteration 8Q (194607.050000 sec): 3 clusters
  Score: Raw -287453.285255 + Penalty 2660.329390 = -284792.955865
  nChanged 121
		SP:Iteration 9Q (194607.220000 sec): 3 clusters
  Score: Raw -287527.878059 + Penalty 2660.329390 = -284867.548669
  nChanged 82
		SP:Iteration 10Q (194607.390000 sec): 3 clusters
  Score: Raw -287572.916930 + Penalty 2660.329390 = -284912.587540
  nChanged 56
		SP:Iteration 11Q (194607.580000 sec): 3 clusters
  Score: Raw -287599.740251 + Penalty 2660.329390 = -284939.410861
  nChanged 45
		SP:Iteration 12Q (194607.740000 sec): 3 clusters
  Score: Raw -287619.715449 + Penalty 2660.329390 = -284959.386059
  nChanged 31
		SP:Iteration 13Q (194607.920000 sec): 3 clusters
  Score: Raw -287633.809133 + Penalty 2660.329390 = -284973.479744
  nChanged 33
		SP:Iteration 14Q (194608.080000 sec): 3 clusters
  Score: Raw -287645.434044 + Penalty 2660.329390 = -284985.104654
  nChanged 21
		SP:Iteration 15Q (194608.250000 sec): 3 clusters
  Score: Raw -287651.723693 + Penalty 2660.329390 = -284991.394303
  nChanged 18
		SP:Iteration 16Q (194608.460000 sec): 3 clusters
  Score: Raw -287657.668839 + Penalty 2660.329390 = -284997.339449
  nChanged 16
		SP:Iteration 17Q (194608.620000 sec): 3 clusters
  Score: Raw -287665.944933 + Penalty 2660.329390 = -285005.615543
  nChanged 17
		SP:Iteration 18Q (194608.820000 sec): 3 clusters
  Score: Raw -287670.157448 + Penalty 2660.329390 = -285009.828058
  nChanged 7
		SP:Iteration 19Q (194609.030000 sec): 3 clusters
  Score: Raw -287672.058881 + Penalty 2660.329390 = -285011.729491
  nChanged 6
		SP:Iteration 20F (194609.200000 sec): 3 clusters
  Score: Raw -287673.169290 + Penalty 2660.329390 = -285012.839901
  nChanged 3
		SP:Iteration 21Q (194609.340000 sec): 3 clusters
  Score: Raw -287674.103574 + Penalty 2660.329390 = -285013.774184
  nChanged 5
		SP:Iteration 22Q (194609.550000 sec): 3 clusters
  Score: Raw -287674.999850 + Penalty 2660.329390 = -285014.670461
  nChanged 1
		SP:Iteration 23Q (194609.730000 sec): 3 clusters
  Score: Raw -287675.146848 + Penalty 2660.329390 = -285014.817459
  nChanged 1
		SP:Iteration 24Q (194609.910000 sec): 3 clusters
  Score: Raw -287675.271418 + Penalty 2660.329390 = -285014.942028
  nChanged 0
		SP:Iteration 25F (194610.100000 sec): 3 clusters
  Score: Raw -287675.271418 + Penalty 2660.329390 = -285014.942028
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 48 (14910 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194610.270000 sec): 2 clusters
  Score: Raw -1320862.141790 + Penalty 1561.590454 = -1319300.551336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194610.500000 sec): 3 clusters
  Score: Raw -1312095.309349 + Penalty 3123.180908 = -1308972.128441
  nChanged 6678
		SP:Iteration 1F (194610.740000 sec): 3 clusters
  Score: Raw -1315730.157049 + Penalty 3123.180908 = -1312606.976141
  nChanged 843
		SP:Iteration 2F (194610.940000 sec): 3 clusters
  Score: Raw -1316142.852732 + Penalty 3123.180908 = -1313019.671824
  nChanged 859
		SP:Iteration 3F (194611.140000 sec): 3 clusters
  Score: Raw -1316649.779064 + Penalty 3123.180908 = -1313526.598157
  nChanged 962
		SP:Iteration 4F (194611.360000 sec): 3 clusters
  Score: Raw -1317245.678518 + Penalty 3123.180908 = -1314122.497611
  nChanged 1026
		SP:Iteration 5F (194611.640000 sec): 3 clusters
  Score: Raw -1317917.794951 + Penalty 3123.180908 = -1314794.614043
  nChanged 1010
		SP:Iteration 6F (194611.850000 sec): 3 clusters
  Score: Raw -1318720.014906 + Penalty 3123.180908 = -1315596.833998
  nChanged 918
		SP:Iteration 7F (194612.070000 sec): 3 clusters
  Score: Raw -1319535.455844 + Penalty 3123.180908 = -1316412.274937
  nChanged 700
		SP:Iteration 8Q (194612.310000 sec): 3 clusters
  Score: Raw -1320251.959007 + Penalty 3123.180908 = -1317128.778099
  nChanged 488
		SP:Iteration 9Q (194612.580000 sec): 3 clusters
  Score: Raw -1320751.626316 + Penalty 3123.180908 = -1317628.445409
  nChanged 360
		SP:Iteration 10Q (194612.800000 sec): 3 clusters
  Score: Raw -1321007.868338 + Penalty 3123.180908 = -1317884.687430
  nChanged 216
		SP:Iteration 11Q (194613.020000 sec): 3 clusters
  Score: Raw -1321114.459250 + Penalty 3123.180908 = -1317991.278342
  nChanged 149
		SP:Iteration 12Q (194613.230000 sec): 3 clusters
  Score: Raw -1321176.009767 + Penalty 3123.180908 = -1318052.828859
  nChanged 105
		SP:Iteration 13Q (194613.420000 sec): 3 clusters
  Score: Raw -1321214.315667 + Penalty 3123.180908 = -1318091.134759
  nChanged 71
		SP:Iteration 14Q (194613.680000 sec): 3 clusters
  Score: Raw -1321241.771845 + Penalty 3123.180908 = -1318118.590937
  nChanged 59
		SP:Iteration 15Q (194613.870000 sec): 3 clusters
  Score: Raw -1321264.775028 + Penalty 3123.180908 = -1318141.594120
  nChanged 59
		SP:Iteration 16Q (194614.130000 sec): 3 clusters
  Score: Raw -1321296.733923 + Penalty 3123.180908 = -1318173.553015
  nChanged 67
		SP:Iteration 17Q (194614.360000 sec): 3 clusters
  Score: Raw -1321330.412146 + Penalty 3123.180908 = -1318207.231239
  nChanged 66
		SP:Iteration 18Q (194614.580000 sec): 3 clusters
  Score: Raw -1321375.538016 + Penalty 3123.180908 = -1318252.357108
  nChanged 77
		SP:Iteration 19Q (194614.800000 sec): 3 clusters
  Score: Raw -1321426.877773 + Penalty 3123.180908 = -1318303.696866
  nChanged 77
		SP:Iteration 20F (194615.010000 sec): 3 clusters
  Score: Raw -1321481.809717 + Penalty 3123.180908 = -1318358.628809
  nChanged 65
		SP:Iteration 21Q (194615.260000 sec): 3 clusters
  Score: Raw -1321520.850595 + Penalty 3123.180908 = -1318397.669688
  nChanged 56
		SP:Iteration 22Q (194615.440000 sec): 3 clusters
  Score: Raw -1321550.441126 + Penalty 3123.180908 = -1318427.260218
  nChanged 51
		SP:Iteration 23Q (194615.650000 sec): 3 clusters
  Score: Raw -1321572.883835 + Penalty 3123.180908 = -1318449.702928
  nChanged 41
		SP:Iteration 24Q (194615.860000 sec): 3 clusters
  Score: Raw -1321594.211861 + Penalty 3123.180908 = -1318471.030953
  nChanged 40
		SP:Iteration 25Q (194616.110000 sec): 3 clusters
  Score: Raw -1321610.882555 + Penalty 3123.180908 = -1318487.701648
  nChanged 37
		SP:Iteration 26Q (194616.340000 sec): 3 clusters
  Score: Raw -1321625.766328 + Penalty 3123.180908 = -1318502.585421
  nChanged 36
		SP:Iteration 27Q (194616.560000 sec): 3 clusters
  Score: Raw -1321639.974701 + Penalty 3123.180908 = -1318516.793793
  nChanged 37
		SP:Iteration 28Q (194616.810000 sec): 3 clusters
  Score: Raw -1321659.316544 + Penalty 3123.180908 = -1318536.135636
  nChanged 41
		SP:Iteration 29Q (194617.050000 sec): 3 clusters
  Score: Raw -1321680.006562 + Penalty 3123.180908 = -1318556.825655
  nChanged 31
		SP:Iteration 30Q (194617.250000 sec): 3 clusters
  Score: Raw -1321692.951211 + Penalty 3123.180908 = -1318569.770303
  nChanged 35
		SP:Iteration 31Q (194617.460000 sec): 3 clusters
  Score: Raw -1321708.793966 + Penalty 3123.180908 = -1318585.613058
  nChanged 30
		SP:Iteration 32Q (194617.740000 sec): 3 clusters
  Score: Raw -1321722.953619 + Penalty 3123.180908 = -1318599.772711
  nChanged 21
		SP:Iteration 33Q (194617.940000 sec): 3 clusters
  Score: Raw -1321731.919938 + Penalty 3123.180908 = -1318608.739031
  nChanged 15
		SP:Iteration 34Q (194618.180000 sec): 3 clusters
  Score: Raw -1321738.268588 + Penalty 3123.180908 = -1318615.087680
  nChanged 17
		SP:Iteration 35Q (194618.390000 sec): 3 clusters
  Score: Raw -1321745.367523 + Penalty 3123.180908 = -1318622.186615
  nChanged 21
		SP:Iteration 36Q (194618.650000 sec): 3 clusters
  Score: Raw -1321753.043814 + Penalty 3123.180908 = -1318629.862906
  nChanged 9
		SP:Iteration 37Q (194618.820000 sec): 3 clusters
  Score: Raw -1321755.132276 + Penalty 3123.180908 = -1318631.951368
  nChanged 6
		SP:Iteration 38Q (194619.050000 sec): 3 clusters
  Score: Raw -1321757.033089 + Penalty 3123.180908 = -1318633.852182
  nChanged 6
		SP:Iteration 39Q (194619.320000 sec): 3 clusters
  Score: Raw -1321759.208821 + Penalty 3123.180908 = -1318636.027913
  nChanged 5
		SP:Iteration 40F (194619.580000 sec): 3 clusters
  Score: Raw -1321760.779340 + Penalty 3123.180908 = -1318637.598433
  nChanged 7
		SP:Iteration 41Q (194619.820000 sec): 3 clusters
  Score: Raw -1321763.348892 + Penalty 3123.180908 = -1318640.167984
  nChanged 6
		SP:Iteration 42Q (194620.030000 sec): 3 clusters
  Score: Raw -1321764.805218 + Penalty 3123.180908 = -1318641.624310
  nChanged 4
		SP:Iteration 43Q (194620.230000 sec): 3 clusters
  Score: Raw -1321765.607345 + Penalty 3123.180908 = -1318642.426438
  nChanged 4
		SP:Iteration 44Q (194620.460000 sec): 3 clusters
  Score: Raw -1321766.498663 + Penalty 3123.180908 = -1318643.317755
  nChanged 3
		SP:Iteration 45Q (194620.680000 sec): 3 clusters
  Score: Raw -1321767.484973 + Penalty 3123.180908 = -1318644.304066
  nChanged 6
		SP:Iteration 46Q (194620.890000 sec): 3 clusters
  Score: Raw -1321769.387330 + Penalty 3123.180908 = -1318646.206422
  nChanged 9
		SP:Iteration 47Q (194621.150000 sec): 3 clusters
  Score: Raw -1321771.669216 + Penalty 3123.180908 = -1318648.488309
  nChanged 3
		SP:Iteration 48Q (194621.350000 sec): 3 clusters
  Score: Raw -1321772.736598 + Penalty 3123.180908 = -1318649.555691
  nChanged 7
		SP:Iteration 49Q (194621.630000 sec): 3 clusters
  Score: Raw -1321774.330729 + Penalty 3123.180908 = -1318651.149822
  nChanged 6
		SP:Iteration 50Q (194621.850000 sec): 3 clusters
  Score: Raw -1321775.232764 + Penalty 3123.180908 = -1318652.051857
  nChanged 3
		SP:Iteration 51Q (194622.070000 sec): 3 clusters
  Score: Raw -1321776.097612 + Penalty 3123.180908 = -1318652.916704
  nChanged 1
		SP:Iteration 52Q (194622.300000 sec): 3 clusters
  Score: Raw -1321776.255952 + Penalty 3123.180908 = -1318653.075044
  nChanged 1
		SP:Iteration 53Q (194622.490000 sec): 3 clusters
  Score: Raw -1321776.502226 + Penalty 3123.180908 = -1318653.321318
  nChanged 2
		SP:Iteration 54Q (194622.730000 sec): 3 clusters
  Score: Raw -1321776.679322 + Penalty 3123.180908 = -1318653.498414
  nChanged 3
		SP:Iteration 55Q (194622.960000 sec): 3 clusters
  Score: Raw -1321777.700389 + Penalty 3123.180908 = -1318654.519482
  nChanged 7
		SP:Iteration 56Q (194623.200000 sec): 3 clusters
  Score: Raw -1321779.344304 + Penalty 3123.180908 = -1318656.163396
  nChanged 3
		SP:Iteration 57Q (194623.470000 sec): 3 clusters
  Score: Raw -1321779.674816 + Penalty 3123.180908 = -1318656.493908
  nChanged 0
		SP:Iteration 58F (194623.690000 sec): 3 clusters
  Score: Raw -1321779.674816 + Penalty 3123.180908 = -1318656.493908
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 49 (340755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194625.180000 sec): 2 clusters
  Score: Raw -29588534.270970 + Penalty 2070.074341 = -29586464.196629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194626.840000 sec): 3 clusters
  Score: Raw -29360109.225204 + Penalty 4140.148682 = -29355969.076522
  nChanged 166554
		SP:Iteration 1F (194628.660000 sec): 3 clusters
  Score: Raw -29461237.322094 + Penalty 4140.148682 = -29457097.173412
  nChanged 10897
		SP:Iteration 2Q (194630.480000 sec): 3 clusters
  Score: Raw -29464081.538586 + Penalty 4140.148682 = -29459941.389904
  nChanged 13219
		SP:Iteration 3Q (194632.370000 sec): 3 clusters
  Score: Raw -29468327.116431 + Penalty 4140.148682 = -29464186.967749
  nChanged 16324
		SP:Iteration 4Q (194634.110000 sec): 3 clusters
  Score: Raw -29474994.060314 + Penalty 4140.148682 = -29470853.911632
  nChanged 20339
		SP:Iteration 5F (194635.630000 sec): 3 clusters
  Score: Raw -29485526.635984 + Penalty 4140.148682 = -29481386.487301
  nChanged 24150
		SP:Iteration 6F (194637.150000 sec): 3 clusters
  Score: Raw -29501004.524421 + Penalty 4140.148682 = -29496864.375738
  nChanged 26528
		SP:Iteration 7F (194638.890000 sec): 3 clusters
  Score: Raw -29521279.695415 + Penalty 4140.148682 = -29517139.546732
  nChanged 26227
		SP:Iteration 8F (194640.520000 sec): 3 clusters
  Score: Raw -29543965.910222 + Penalty 4140.148682 = -29539825.761540
  nChanged 21503
		SP:Iteration 9F (194642.280000 sec): 3 clusters
  Score: Raw -29563393.056962 + Penalty 4140.148682 = -29559252.908280
  nChanged 14622
		SP:Iteration 10Q (194644.030000 sec): 3 clusters
  Score: Raw -29576447.173111 + Penalty 4140.148682 = -29572307.024429
  nChanged 8135
		SP:Iteration 11Q (194645.810000 sec): 3 clusters
  Score: Raw -29583414.423630 + Penalty 4140.148682 = -29579274.274947
  nChanged 3923
		SP:Iteration 12Q (194647.490000 sec): 3 clusters
  Score: Raw -29586618.321415 + Penalty 4140.148682 = -29582478.172733
  nChanged 1668
		SP:Iteration 13Q (194648.930000 sec): 3 clusters
  Score: Raw -29587958.895578 + Penalty 4140.148682 = -29583818.746895
  nChanged 658
		SP:Iteration 14Q (194650.530000 sec): 3 clusters
  Score: Raw -29588514.409057 + Penalty 4140.148682 = -29584374.260375
  nChanged 277
		SP:Iteration 15Q (194652.170000 sec): 3 clusters
  Score: Raw -29588730.946618 + Penalty 4140.148682 = -29584590.797935
  nChanged 161
		SP:Iteration 16Q (194653.660000 sec): 3 clusters
  Score: Raw -29588852.338689 + Penalty 4140.148682 = -29584712.190007
  nChanged 106
		SP:Iteration 17Q (194655.310000 sec): 3 clusters
  Score: Raw -29588926.013542 + Penalty 4140.148682 = -29584785.864860
  nChanged 75
		SP:Iteration 18Q (194656.850000 sec): 3 clusters
  Score: Raw -29588979.266730 + Penalty 4140.148682 = -29584839.118048
  nChanged 72
		SP:Iteration 19Q (194658.430000 sec): 3 clusters
  Score: Raw -29589023.487945 + Penalty 4140.148682 = -29584883.339262
  nChanged 59
		SP:Iteration 20F (194660.190000 sec): 3 clusters
  Score: Raw -29589058.446285 + Penalty 4140.148682 = -29584918.297603
  nChanged 47
		SP:Iteration 21Q (194661.760000 sec): 3 clusters
  Score: Raw -29589090.286119 + Penalty 4140.148682 = -29584950.137436
  nChanged 44
		SP:Iteration 22Q (194663.320000 sec): 3 clusters
  Score: Raw -29589118.742319 + Penalty 4140.148682 = -29584978.593636
  nChanged 43
		SP:Iteration 23Q (194664.760000 sec): 3 clusters
  Score: Raw -29589143.530219 + Penalty 4140.148682 = -29585003.381537
  nChanged 39
		SP:Iteration 24Q (194666.120000 sec): 3 clusters
  Score: Raw -29589162.530483 + Penalty 4140.148682 = -29585022.381800
  nChanged 25
		SP:Iteration 25Q (194667.530000 sec): 3 clusters
  Score: Raw -29589173.428335 + Penalty 4140.148682 = -29585033.279653
  nChanged 20
		SP:Iteration 26Q (194669.000000 sec): 3 clusters
  Score: Raw -29589180.930627 + Penalty 4140.148682 = -29585040.781944
  nChanged 16
		SP:Iteration 27Q (194670.390000 sec): 3 clusters
  Score: Raw -29589187.250688 + Penalty 4140.148682 = -29585047.102006
  nChanged 21
		SP:Iteration 28Q (194671.900000 sec): 3 clusters
  Score: Raw -29589196.095205 + Penalty 4140.148682 = -29585055.946523
  nChanged 24
		SP:Iteration 29Q (194673.310000 sec): 3 clusters
  Score: Raw -29589209.041582 + Penalty 4140.148682 = -29585068.892899
  nChanged 29
		SP:Iteration 30Q (194674.900000 sec): 3 clusters
  Score: Raw -29589218.942615 + Penalty 4140.148682 = -29585078.793933
  nChanged 15
		SP:Iteration 31Q (194676.350000 sec): 3 clusters
  Score: Raw -29589226.290716 + Penalty 4140.148682 = -29585086.142034
  nChanged 11
		SP:Iteration 32Q (194677.750000 sec): 3 clusters
  Score: Raw -29589230.190259 + Penalty 4140.148682 = -29585090.041576
  nChanged 14
		SP:Iteration 33Q (194679.160000 sec): 3 clusters
  Score: Raw -29589235.519825 + Penalty 4140.148682 = -29585095.371142
  nChanged 18
		SP:Iteration 34Q (194680.730000 sec): 3 clusters
  Score: Raw -29589242.582619 + Penalty 4140.148682 = -29585102.433937
  nChanged 11
		SP:Iteration 35Q (194682.300000 sec): 3 clusters
  Score: Raw -29589247.591623 + Penalty 4140.148682 = -29585107.442940
  nChanged 9
		SP:Iteration 36Q (194683.680000 sec): 3 clusters
  Score: Raw -29589251.573250 + Penalty 4140.148682 = -29585111.424568
  nChanged 6
		SP:Iteration 37Q (194685.040000 sec): 3 clusters
  Score: Raw -29589254.074630 + Penalty 4140.148682 = -29585113.925947
  nChanged 7
		SP:Iteration 38Q (194686.530000 sec): 3 clusters
  Score: Raw -29589256.569177 + Penalty 4140.148682 = -29585116.420494
  nChanged 9
		SP:Iteration 39Q (194688.020000 sec): 3 clusters
  Score: Raw -29589259.887702 + Penalty 4140.148682 = -29585119.739020
  nChanged 4
		SP:Iteration 40F (194689.620000 sec): 3 clusters
  Score: Raw -29589261.394848 + Penalty 4140.148682 = -29585121.246165
  nChanged 9
		SP:Iteration 41Q (194691.010000 sec): 3 clusters
  Score: Raw -29589265.483710 + Penalty 4140.148682 = -29585125.335028
  nChanged 10
		SP:Iteration 42Q (194692.510000 sec): 3 clusters
  Score: Raw -29589268.946674 + Penalty 4140.148682 = -29585128.797992
  nChanged 4
		SP:Iteration 43Q (194694.150000 sec): 3 clusters
  Score: Raw -29589270.872571 + Penalty 4140.148682 = -29585130.723889
  nChanged 7
		SP:Iteration 44Q (194695.630000 sec): 3 clusters
  Score: Raw -29589272.933789 + Penalty 4140.148682 = -29585132.785106
  nChanged 5
		SP:Iteration 45Q (194697.070000 sec): 3 clusters
  Score: Raw -29589274.264984 + Penalty 4140.148682 = -29585134.116302
  nChanged 2
		SP:Iteration 46Q (194698.180000 sec): 3 clusters
  Score: Raw -29589274.819460 + Penalty 4140.148682 = -29585134.670777
  nChanged 2
		SP:Iteration 47Q (194699.610000 sec): 3 clusters
  Score: Raw -29589275.405739 + Penalty 4140.148682 = -29585135.257056
  nChanged 2
		SP:Iteration 48Q (194701.140000 sec): 3 clusters
  Score: Raw -29589276.265130 + Penalty 4140.148682 = -29585136.116448
  nChanged 2
		SP:Iteration 49Q (194702.610000 sec): 3 clusters
  Score: Raw -29589276.808338 + Penalty 4140.148682 = -29585136.659655
  nChanged 0
		SP:Iteration 50F (194704.240000 sec): 3 clusters
  Score: Raw -29589276.808338 + Penalty 4140.148682 = -29585136.659655
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 50 (7538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194704.500000 sec): 2 clusters
  Score: Raw -578488.468981 + Penalty 1450.753228 = -577037.715752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194704.690000 sec): 3 clusters
  Score: Raw -574335.629492 + Penalty 2901.506456 = -571434.123036
  nChanged 3198
		SP:Iteration 1F (194704.910000 sec): 3 clusters
  Score: Raw -576141.713926 + Penalty 2901.506456 = -573240.207470
  nChanged 610
		SP:Iteration 2F (194705.100000 sec): 3 clusters
  Score: Raw -576528.859699 + Penalty 2901.506456 = -573627.353242
  nChanged 511
		SP:Iteration 3F (194705.290000 sec): 3 clusters
  Score: Raw -576880.639632 + Penalty 2901.506456 = -573979.133176
  nChanged 484
		SP:Iteration 4F (194705.500000 sec): 3 clusters
  Score: Raw -577204.677604 + Penalty 2901.506456 = -574303.171147
  nChanged 459
		SP:Iteration 5F (194705.740000 sec): 3 clusters
  Score: Raw -577517.625502 + Penalty 2901.506456 = -574616.119046
  nChanged 411
		SP:Iteration 6F (194705.920000 sec): 3 clusters
  Score: Raw -577759.447765 + Penalty 2901.506456 = -574857.941309
  nChanged 307
		SP:Iteration 7Q (194706.140000 sec): 3 clusters
  Score: Raw -577924.348620 + Penalty 2901.506456 = -575022.842163
  nChanged 259
		SP:Iteration 8Q (194706.320000 sec): 3 clusters
  Score: Raw -578051.759170 + Penalty 2901.506456 = -575150.252714
  nChanged 227
		SP:Iteration 9Q (194706.510000 sec): 3 clusters
  Score: Raw -578140.496626 + Penalty 2901.506456 = -575238.990170
  nChanged 163
		SP:Iteration 10Q (194706.690000 sec): 3 clusters
  Score: Raw -578192.848659 + Penalty 2901.506456 = -575291.342202
  nChanged 118
		SP:Iteration 11Q (194706.930000 sec): 3 clusters
  Score: Raw -578230.175059 + Penalty 2901.506456 = -575328.668602
  nChanged 115
		SP:Iteration 12Q (194707.130000 sec): 3 clusters
  Score: Raw -578265.568564 + Penalty 2901.506456 = -575364.062107
  nChanged 109
		SP:Iteration 13Q (194707.310000 sec): 3 clusters
  Score: Raw -578293.621276 + Penalty 2901.506456 = -575392.114820
  nChanged 88
		SP:Iteration 14Q (194707.490000 sec): 3 clusters
  Score: Raw -578316.746984 + Penalty 2901.506456 = -575415.240528
  nChanged 73
		SP:Iteration 15Q (194707.720000 sec): 3 clusters
  Score: Raw -578338.292906 + Penalty 2901.506456 = -575436.786450
  nChanged 77
		SP:Iteration 16Q (194707.920000 sec): 3 clusters
  Score: Raw -578357.020542 + Penalty 2901.506456 = -575455.514086
  nChanged 63
		SP:Iteration 17Q (194708.140000 sec): 3 clusters
  Score: Raw -578373.041769 + Penalty 2901.506456 = -575471.535312
  nChanged 67
		SP:Iteration 18Q (194708.360000 sec): 3 clusters
  Score: Raw -578389.243276 + Penalty 2901.506456 = -575487.736819
  nChanged 63
		SP:Iteration 19Q (194708.560000 sec): 3 clusters
  Score: Raw -578406.777420 + Penalty 2901.506456 = -575505.270963
  nChanged 65
		SP:Iteration 20F (194708.750000 sec): 3 clusters
  Score: Raw -578422.155425 + Penalty 2901.506456 = -575520.648968
  nChanged 65
		SP:Iteration 21Q (194708.930000 sec): 3 clusters
  Score: Raw -578437.759707 + Penalty 2901.506456 = -575536.253251
  nChanged 47
		SP:Iteration 22Q (194709.170000 sec): 3 clusters
  Score: Raw -578448.872660 + Penalty 2901.506456 = -575547.366203
  nChanged 48
		SP:Iteration 23Q (194709.340000 sec): 3 clusters
  Score: Raw -578458.555310 + Penalty 2901.506456 = -575557.048853
  nChanged 39
		SP:Iteration 24Q (194709.590000 sec): 3 clusters
  Score: Raw -578467.274907 + Penalty 2901.506456 = -575565.768451
  nChanged 46
		SP:Iteration 25Q (194709.750000 sec): 3 clusters
  Score: Raw -578479.162404 + Penalty 2901.506456 = -575577.655948
  nChanged 48
		SP:Iteration 26Q (194709.920000 sec): 3 clusters
  Score: Raw -578489.495003 + Penalty 2901.506456 = -575587.988547
  nChanged 39
		SP:Iteration 27Q (194710.150000 sec): 3 clusters
  Score: Raw -578497.319525 + Penalty 2901.506456 = -575595.813068
  nChanged 32
		SP:Iteration 28Q (194710.370000 sec): 3 clusters
  Score: Raw -578503.837107 + Penalty 2901.506456 = -575602.330651
  nChanged 21
		SP:Iteration 29Q (194710.550000 sec): 3 clusters
  Score: Raw -578507.359165 + Penalty 2901.506456 = -575605.852709
  nChanged 25
		SP:Iteration 30Q (194710.750000 sec): 3 clusters
  Score: Raw -578511.430076 + Penalty 2901.506456 = -575609.923619
  nChanged 24
		SP:Iteration 31Q (194710.970000 sec): 3 clusters
  Score: Raw -578515.321487 + Penalty 2901.506456 = -575613.815030
  nChanged 19
		SP:Iteration 32Q (194711.150000 sec): 3 clusters
  Score: Raw -578518.662762 + Penalty 2901.506456 = -575617.156306
  nChanged 20
		SP:Iteration 33Q (194711.360000 sec): 3 clusters
  Score: Raw -578521.565340 + Penalty 2901.506456 = -575620.058883
  nChanged 20
		SP:Iteration 34Q (194711.550000 sec): 3 clusters
  Score: Raw -578525.306228 + Penalty 2901.506456 = -575623.799772
  nChanged 25
		SP:Iteration 35Q (194711.730000 sec): 3 clusters
  Score: Raw -578529.676710 + Penalty 2901.506456 = -575628.170253
  nChanged 17
		SP:Iteration 36Q (194711.940000 sec): 3 clusters
  Score: Raw -578533.087477 + Penalty 2901.506456 = -575631.581020
  nChanged 21
		SP:Iteration 37Q (194712.110000 sec): 3 clusters
  Score: Raw -578537.296179 + Penalty 2901.506456 = -575635.789723
  nChanged 17
		SP:Iteration 38Q (194712.320000 sec): 3 clusters
  Score: Raw -578541.146933 + Penalty 2901.506456 = -575639.640477
  nChanged 16
		SP:Iteration 39Q (194712.510000 sec): 3 clusters
  Score: Raw -578544.596059 + Penalty 2901.506456 = -575643.089603
  nChanged 14
		SP:Iteration 40F (194712.730000 sec): 3 clusters
  Score: Raw -578548.444454 + Penalty 2901.506456 = -575646.937997
  nChanged 25
		SP:Iteration 41Q (194712.920000 sec): 3 clusters
  Score: Raw -578553.536611 + Penalty 2901.506456 = -575652.030155
  nChanged 24
		SP:Iteration 42Q (194713.090000 sec): 3 clusters
  Score: Raw -578559.025592 + Penalty 2901.506456 = -575657.519135
  nChanged 21
		SP:Iteration 43Q (194713.260000 sec): 3 clusters
  Score: Raw -578562.003677 + Penalty 2901.506456 = -575660.497221
  nChanged 17
		SP:Iteration 44Q (194713.470000 sec): 3 clusters
  Score: Raw -578564.801221 + Penalty 2901.506456 = -575663.294765
  nChanged 18
		SP:Iteration 45Q (194713.670000 sec): 3 clusters
  Score: Raw -578567.847698 + Penalty 2901.506456 = -575666.341241
  nChanged 11
		SP:Iteration 46Q (194713.870000 sec): 3 clusters
  Score: Raw -578569.835184 + Penalty 2901.506456 = -575668.328728
  nChanged 12
		SP:Iteration 47Q (194714.080000 sec): 3 clusters
  Score: Raw -578571.616954 + Penalty 2901.506456 = -575670.110498
  nChanged 11
		SP:Iteration 48Q (194714.310000 sec): 3 clusters
  Score: Raw -578573.221259 + Penalty 2901.506456 = -575671.714802
  nChanged 15
		SP:Iteration 49Q (194714.470000 sec): 3 clusters
  Score: Raw -578575.466528 + Penalty 2901.506456 = -575673.960071
  nChanged 14
		SP:Iteration 50Q (194714.660000 sec): 3 clusters
  Score: Raw -578577.094553 + Penalty 2901.506456 = -575675.588096
  nChanged 10
		SP:Iteration 51Q (194714.860000 sec): 3 clusters
  Score: Raw -578578.384591 + Penalty 2901.506456 = -575676.878135
  nChanged 9
		SP:Iteration 52Q (194715.090000 sec): 3 clusters
  Score: Raw -578579.931349 + Penalty 2901.506456 = -575678.424893
  nChanged 12
		SP:Iteration 53Q (194715.280000 sec): 3 clusters
  Score: Raw -578581.585591 + Penalty 2901.506456 = -575680.079135
  nChanged 13
		SP:Iteration 54Q (194715.440000 sec): 3 clusters
  Score: Raw -578584.288259 + Penalty 2901.506456 = -575682.781803
  nChanged 15
		SP:Iteration 55Q (194715.660000 sec): 3 clusters
  Score: Raw -578586.903681 + Penalty 2901.506456 = -575685.397224
  nChanged 15
		SP:Iteration 56Q (194715.880000 sec): 3 clusters
  Score: Raw -578589.096421 + Penalty 2901.506456 = -575687.589964
  nChanged 14
		SP:Iteration 57Q (194716.070000 sec): 3 clusters
  Score: Raw -578591.066342 + Penalty 2901.506456 = -575689.559885
  nChanged 7
		SP:Iteration 58Q (194716.320000 sec): 3 clusters
  Score: Raw -578592.214376 + Penalty 2901.506456 = -575690.707919
  nChanged 5
		SP:Iteration 59Q (194716.520000 sec): 3 clusters
  Score: Raw -578593.057985 + Penalty 2901.506456 = -575691.551529
  nChanged 2
		SP:Iteration 60F (194716.740000 sec): 3 clusters
  Score: Raw -578593.219488 + Penalty 2901.506456 = -575691.713032
  nChanged 1
		SP:Iteration 61Q (194716.930000 sec): 3 clusters
  Score: Raw -578593.301390 + Penalty 2901.506456 = -575691.794933
  nChanged 1
		SP:Iteration 62Q (194717.170000 sec): 3 clusters
  Score: Raw -578593.425802 + Penalty 2901.506456 = -575691.919346
  nChanged 0
		SP:Iteration 63F (194717.340000 sec): 3 clusters
  Score: Raw -578593.425802 + Penalty 2901.506456 = -575691.919346
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 51 (6869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194717.460000 sec): 2 clusters
  Score: Raw -574612.013269 + Penalty 1435.650745 = -573176.362524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194717.680000 sec): 3 clusters
  Score: Raw -570849.060695 + Penalty 2871.301490 = -567977.759206
  nChanged 2906
		SP:Iteration 1F (194717.880000 sec): 3 clusters
  Score: Raw -572637.403783 + Penalty 2871.301490 = -569766.102293
  nChanged 518
		SP:Iteration 2F (194718.080000 sec): 3 clusters
  Score: Raw -572943.628621 + Penalty 2871.301490 = -570072.327132
  nChanged 405
		SP:Iteration 3F (194718.290000 sec): 3 clusters
  Score: Raw -573184.670028 + Penalty 2871.301490 = -570313.368538
  nChanged 326
		SP:Iteration 4Q (194718.470000 sec): 3 clusters
  Score: Raw -573381.741318 + Penalty 2871.301490 = -570510.439828
  nChanged 319
		SP:Iteration 5Q (194718.650000 sec): 3 clusters
  Score: Raw -573588.862154 + Penalty 2871.301490 = -570717.560665
  nChanged 302
		SP:Iteration 6Q (194718.890000 sec): 3 clusters
  Score: Raw -573800.925216 + Penalty 2871.301490 = -570929.623726
  nChanged 306
		SP:Iteration 7Q (194719.050000 sec): 3 clusters
  Score: Raw -574034.027639 + Penalty 2871.301490 = -571162.726150
  nChanged 298
		SP:Iteration 8Q (194719.280000 sec): 3 clusters
  Score: Raw -574233.444593 + Penalty 2871.301490 = -571362.143104
  nChanged 234
		SP:Iteration 9Q (194719.460000 sec): 3 clusters
  Score: Raw -574354.881182 + Penalty 2871.301490 = -571483.579692
  nChanged 176
		SP:Iteration 10Q (194719.690000 sec): 3 clusters
  Score: Raw -574425.553520 + Penalty 2871.301490 = -571554.252030
  nChanged 122
		SP:Iteration 11Q (194719.880000 sec): 3 clusters
  Score: Raw -574466.215425 + Penalty 2871.301490 = -571594.913936
  nChanged 95
		SP:Iteration 12Q (194720.040000 sec): 3 clusters
  Score: Raw -574502.683337 + Penalty 2871.301490 = -571631.381847
  nChanged 82
		SP:Iteration 13Q (194720.240000 sec): 3 clusters
  Score: Raw -574537.933752 + Penalty 2871.301490 = -571666.632263
  nChanged 82
		SP:Iteration 14Q (194720.450000 sec): 3 clusters
  Score: Raw -574568.646767 + Penalty 2871.301490 = -571697.345278
  nChanged 80
		SP:Iteration 15Q (194720.690000 sec): 3 clusters
  Score: Raw -574592.954289 + Penalty 2871.301490 = -571721.652799
  nChanged 56
		SP:Iteration 16Q (194720.880000 sec): 3 clusters
  Score: Raw -574607.345807 + Penalty 2871.301490 = -571736.044317
  nChanged 50
		SP:Iteration 17Q (194721.050000 sec): 3 clusters
  Score: Raw -574621.832580 + Penalty 2871.301490 = -571750.531091
  nChanged 56
		SP:Iteration 18Q (194721.270000 sec): 3 clusters
  Score: Raw -574642.272465 + Penalty 2871.301490 = -571770.970976
  nChanged 58
		SP:Iteration 19Q (194721.490000 sec): 3 clusters
  Score: Raw -574662.579355 + Penalty 2871.301490 = -571791.277865
  nChanged 51
		SP:Iteration 20F (194721.700000 sec): 3 clusters
  Score: Raw -574679.647815 + Penalty 2871.301490 = -571808.346325
  nChanged 49
		SP:Iteration 21Q (194721.890000 sec): 3 clusters
  Score: Raw -574692.435684 + Penalty 2871.301490 = -571821.134195
  nChanged 48
		SP:Iteration 22Q (194722.120000 sec): 3 clusters
  Score: Raw -574709.818261 + Penalty 2871.301490 = -571838.516772
  nChanged 57
		SP:Iteration 23Q (194722.280000 sec): 3 clusters
  Score: Raw -574726.392417 + Penalty 2871.301490 = -571855.090928
  nChanged 50
		SP:Iteration 24Q (194722.480000 sec): 3 clusters
  Score: Raw -574744.758573 + Penalty 2871.301490 = -571873.457084
  nChanged 55
		SP:Iteration 25Q (194722.730000 sec): 3 clusters
  Score: Raw -574763.994394 + Penalty 2871.301490 = -571892.692905
  nChanged 52
		SP:Iteration 26Q (194722.900000 sec): 3 clusters
  Score: Raw -574782.074783 + Penalty 2871.301490 = -571910.773293
  nChanged 60
		SP:Iteration 27Q (194723.160000 sec): 3 clusters
  Score: Raw -574803.048882 + Penalty 2871.301490 = -571931.747393
  nChanged 54
		SP:Iteration 28Q (194723.330000 sec): 3 clusters
  Score: Raw -574816.476144 + Penalty 2871.301490 = -571945.174654
  nChanged 43
		SP:Iteration 29Q (194723.540000 sec): 3 clusters
  Score: Raw -574828.036382 + Penalty 2871.301490 = -571956.734892
  nChanged 44
		SP:Iteration 30Q (194723.760000 sec): 3 clusters
  Score: Raw -574841.151622 + Penalty 2871.301490 = -571969.850132
  nChanged 50
		SP:Iteration 31Q (194723.940000 sec): 3 clusters
  Score: Raw -574859.687865 + Penalty 2871.301490 = -571988.386375
  nChanged 69
		SP:Iteration 32Q (194724.170000 sec): 3 clusters
  Score: Raw -574882.565256 + Penalty 2871.301490 = -572011.263766
  nChanged 60
		SP:Iteration 33Q (194724.340000 sec): 3 clusters
  Score: Raw -574900.097926 + Penalty 2871.301490 = -572028.796436
  nChanged 47
		SP:Iteration 34Q (194724.570000 sec): 3 clusters
  Score: Raw -574912.287233 + Penalty 2871.301490 = -572040.985743
  nChanged 40
		SP:Iteration 35Q (194724.770000 sec): 3 clusters
  Score: Raw -574922.638876 + Penalty 2871.301490 = -572051.337386
  nChanged 34
		SP:Iteration 36Q (194724.970000 sec): 3 clusters
  Score: Raw -574932.211551 + Penalty 2871.301490 = -572060.910062
  nChanged 30
		SP:Iteration 37Q (194725.150000 sec): 3 clusters
  Score: Raw -574939.823610 + Penalty 2871.301490 = -572068.522121
  nChanged 34
		SP:Iteration 38Q (194725.380000 sec): 3 clusters
  Score: Raw -574946.689096 + Penalty 2871.301490 = -572075.387606
  nChanged 19
		SP:Iteration 39Q (194725.550000 sec): 3 clusters
  Score: Raw -574950.876055 + Penalty 2871.301490 = -572079.574565
  nChanged 20
		SP:Iteration 40F (194725.740000 sec): 3 clusters
  Score: Raw -574954.663708 + Penalty 2871.301490 = -572083.362219
  nChanged 22
		SP:Iteration 41Q (194726.000000 sec): 3 clusters
  Score: Raw -574958.461041 + Penalty 2871.301490 = -572087.159552
  nChanged 20
		SP:Iteration 42Q (194726.170000 sec): 3 clusters
  Score: Raw -574962.799475 + Penalty 2871.301490 = -572091.497985
  nChanged 18
		SP:Iteration 43Q (194726.350000 sec): 3 clusters
  Score: Raw -574966.445797 + Penalty 2871.301490 = -572095.144308
  nChanged 14
		SP:Iteration 44Q (194726.560000 sec): 3 clusters
  Score: Raw -574969.088716 + Penalty 2871.301490 = -572097.787226
  nChanged 13
		SP:Iteration 45Q (194726.770000 sec): 3 clusters
  Score: Raw -574971.645567 + Penalty 2871.301490 = -572100.344078
  nChanged 10
		SP:Iteration 46Q (194727.010000 sec): 3 clusters
  Score: Raw -574973.557077 + Penalty 2871.301490 = -572102.255587
  nChanged 7
		SP:Iteration 47Q (194727.200000 sec): 3 clusters
  Score: Raw -574974.336019 + Penalty 2871.301490 = -572103.034529
  nChanged 4
		SP:Iteration 48Q (194727.390000 sec): 3 clusters
  Score: Raw -574974.715724 + Penalty 2871.301490 = -572103.414235
  nChanged 5
		SP:Iteration 49Q (194727.580000 sec): 3 clusters
  Score: Raw -574975.136011 + Penalty 2871.301490 = -572103.834521
  nChanged 2
		SP:Iteration 50Q (194727.770000 sec): 3 clusters
  Score: Raw -574975.577966 + Penalty 2871.301490 = -572104.276477
  nChanged 1
		SP:Iteration 51Q (194728.010000 sec): 3 clusters
  Score: Raw -574975.736981 + Penalty 2871.301490 = -572104.435491
  nChanged 0
		SP:Iteration 52F (194728.210000 sec): 3 clusters
  Score: Raw -574975.736981 + Penalty 2871.301490 = -572104.435491
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 52 (861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194728.270000 sec): 2 clusters
  Score: Raw -71679.845971 + Penalty 1098.190357 = -70581.655614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194728.490000 sec): 3 clusters
  Score: Raw -71455.431458 + Penalty 2196.380714 = -69259.050744
  nChanged 230
		SP:Iteration 1F (194728.670000 sec): 3 clusters
  Score: Raw -71653.852965 + Penalty 2196.380714 = -69457.472251
  nChanged 38
		SP:Iteration 2Q (194728.830000 sec): 3 clusters
  Score: Raw -71697.032206 + Penalty 2196.380714 = -69500.651492
  nChanged 20
		SP:Iteration 3Q (194729.030000 sec): 3 clusters
  Score: Raw -71717.979265 + Penalty 2196.380714 = -69521.598551
  nChanged 14
		SP:Iteration 4Q (194729.240000 sec): 3 clusters
  Score: Raw -71731.289802 + Penalty 2196.380714 = -69534.909088
  nChanged 11
		SP:Iteration 5Q (194729.390000 sec): 3 clusters
  Score: Raw -71743.687025 + Penalty 2196.380714 = -69547.306311
  nChanged 14
		SP:Iteration 6Q (194729.560000 sec): 3 clusters
  Score: Raw -71754.916989 + Penalty 2196.380714 = -69558.536275
  nChanged 6
		SP:Iteration 7Q (194729.770000 sec): 3 clusters
  Score: Raw -71763.232635 + Penalty 2196.380714 = -69566.851921
  nChanged 7
		SP:Iteration 8Q (194729.910000 sec): 3 clusters
  Score: Raw -71770.007055 + Penalty 2196.380714 = -69573.626341
  nChanged 7
		SP:Iteration 9Q (194730.130000 sec): 3 clusters
  Score: Raw -71776.062833 + Penalty 2196.380714 = -69579.682119
  nChanged 7
		SP:Iteration 10Q (194730.330000 sec): 3 clusters
  Score: Raw -71785.010766 + Penalty 2196.380714 = -69588.630052
  nChanged 3
		SP:Iteration 11Q (194730.490000 sec): 3 clusters
  Score: Raw -71788.482993 + Penalty 2196.380714 = -69592.102279
  nChanged 1
		SP:Iteration 12Q (194730.650000 sec): 3 clusters
  Score: Raw -71789.039296 + Penalty 2196.380714 = -69592.658582
  nChanged 2
		SP:Iteration 13Q (194730.850000 sec): 3 clusters
  Score: Raw -71792.050648 + Penalty 2196.380714 = -69595.669934
  nChanged 5
		SP:Iteration 14Q (194731.070000 sec): 3 clusters
  Score: Raw -71797.131841 + Penalty 2196.380714 = -69600.751127
  nChanged 2
		SP:Iteration 15Q (194731.220000 sec): 3 clusters
  Score: Raw -71799.477539 + Penalty 2196.380714 = -69603.096825
  nChanged 1
		SP:Iteration 16Q (194731.410000 sec): 3 clusters
  Score: Raw -71800.134521 + Penalty 2196.380714 = -69603.753807
  nChanged 0
		SP:Iteration 17F (194731.570000 sec): 3 clusters
  Score: Raw -71800.134521 + Penalty 2196.380714 = -69603.753807
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 53 (3095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194731.670000 sec): 2 clusters
  Score: Raw -227972.119278 + Penalty 1306.100768 = -226666.018510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194731.890000 sec): 3 clusters
  Score: Raw -226500.820823 + Penalty 2612.201535 = -223888.619287
  nChanged 1195
		SP:Iteration 1F (194732.060000 sec): 3 clusters
  Score: Raw -227402.755492 + Penalty 2612.201535 = -224790.553957
  nChanged 335
		SP:Iteration 2F (194732.240000 sec): 3 clusters
  Score: Raw -227715.787564 + Penalty 2612.201535 = -225103.586028
  nChanged 249
		SP:Iteration 3F (194732.440000 sec): 3 clusters
  Score: Raw -227947.850063 + Penalty 2612.201535 = -225335.648528
  nChanged 181
		SP:Iteration 4F (194732.630000 sec): 3 clusters
  Score: Raw -228107.649449 + Penalty 2612.201535 = -225495.447914
  nChanged 146
		SP:Iteration 5Q (194732.850000 sec): 3 clusters
  Score: Raw -228249.744827 + Penalty 2612.201535 = -225637.543292
  nChanged 122
		SP:Iteration 6Q (194732.980000 sec): 3 clusters
  Score: Raw -228357.029229 + Penalty 2612.201535 = -225744.827694
  nChanged 92
		SP:Iteration 7Q (194733.180000 sec): 3 clusters
  Score: Raw -228427.914155 + Penalty 2612.201535 = -225815.712620
  nChanged 64
		SP:Iteration 8Q (194733.350000 sec): 3 clusters
  Score: Raw -228479.284159 + Penalty 2612.201535 = -225867.082624
  nChanged 48
		SP:Iteration 9Q (194733.550000 sec): 3 clusters
  Score: Raw -228515.582035 + Penalty 2612.201535 = -225903.380499
  nChanged 34
		SP:Iteration 10Q (194733.700000 sec): 3 clusters
  Score: Raw -228543.578626 + Penalty 2612.201535 = -225931.377091
  nChanged 34
		SP:Iteration 11Q (194733.900000 sec): 3 clusters
  Score: Raw -228564.568540 + Penalty 2612.201535 = -225952.367005
  nChanged 20
		SP:Iteration 12Q (194734.060000 sec): 3 clusters
  Score: Raw -228576.808014 + Penalty 2612.201535 = -225964.606479
  nChanged 26
		SP:Iteration 13Q (194734.230000 sec): 3 clusters
  Score: Raw -228592.922159 + Penalty 2612.201535 = -225980.720623
  nChanged 24
		SP:Iteration 14Q (194734.460000 sec): 3 clusters
  Score: Raw -228602.862291 + Penalty 2612.201535 = -225990.660756
  nChanged 18
		SP:Iteration 15Q (194734.600000 sec): 3 clusters
  Score: Raw -228615.931172 + Penalty 2612.201535 = -226003.729636
  nChanged 20
		SP:Iteration 16Q (194734.770000 sec): 3 clusters
  Score: Raw -228628.943860 + Penalty 2612.201535 = -226016.742325
  nChanged 18
		SP:Iteration 17Q (194734.970000 sec): 3 clusters
  Score: Raw -228639.745216 + Penalty 2612.201535 = -226027.543681
  nChanged 13
		SP:Iteration 18Q (194735.140000 sec): 3 clusters
  Score: Raw -228647.091163 + Penalty 2612.201535 = -226034.889627
  nChanged 10
		SP:Iteration 19Q (194735.360000 sec): 3 clusters
  Score: Raw -228651.227018 + Penalty 2612.201535 = -226039.025482
  nChanged 8
		SP:Iteration 20F (194735.530000 sec): 3 clusters
  Score: Raw -228654.638190 + Penalty 2612.201535 = -226042.436654
  nChanged 12
		SP:Iteration 21Q (194735.720000 sec): 3 clusters
  Score: Raw -228659.096088 + Penalty 2612.201535 = -226046.894553
  nChanged 15
		SP:Iteration 22Q (194735.870000 sec): 3 clusters
  Score: Raw -228667.023085 + Penalty 2612.201535 = -226054.821550
  nChanged 15
		SP:Iteration 23Q (194736.100000 sec): 3 clusters
  Score: Raw -228675.423932 + Penalty 2612.201535 = -226063.222396
  nChanged 15
		SP:Iteration 24Q (194736.300000 sec): 3 clusters
  Score: Raw -228683.952654 + Penalty 2612.201535 = -226071.751119
  nChanged 11
		SP:Iteration 25Q (194736.450000 sec): 3 clusters
  Score: Raw -228688.168391 + Penalty 2612.201535 = -226075.966855
  nChanged 7
		SP:Iteration 26Q (194736.620000 sec): 3 clusters
  Score: Raw -228692.417777 + Penalty 2612.201535 = -226080.216242
  nChanged 10
		SP:Iteration 27Q (194736.820000 sec): 3 clusters
  Score: Raw -228698.098779 + Penalty 2612.201535 = -226085.897243
  nChanged 6
		SP:Iteration 28Q (194737.020000 sec): 3 clusters
  Score: Raw -228700.280672 + Penalty 2612.201535 = -226088.079137
  nChanged 4
		SP:Iteration 29Q (194737.200000 sec): 3 clusters
  Score: Raw -228701.472958 + Penalty 2612.201535 = -226089.271423
  nChanged 1
		SP:Iteration 30Q (194737.410000 sec): 3 clusters
  Score: Raw -228701.819793 + Penalty 2612.201535 = -226089.618258
  nChanged 1
		SP:Iteration 31Q (194737.590000 sec): 3 clusters
  Score: Raw -228702.109442 + Penalty 2612.201535 = -226089.907907
  nChanged 0
		SP:Iteration 32F (194737.730000 sec): 3 clusters
  Score: Raw -228702.109442 + Penalty 2612.201535 = -226089.907907
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 54 (3478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194737.840000 sec): 2 clusters
  Score: Raw -310097.837090 + Penalty 1325.059563 = -308772.777527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194738.030000 sec): 3 clusters
  Score: Raw -308412.812319 + Penalty 2650.119126 = -305762.693194
  nChanged 1322
		SP:Iteration 1F (194738.190000 sec): 3 clusters
  Score: Raw -309177.479862 + Penalty 2650.119126 = -306527.360736
  nChanged 248
		SP:Iteration 2F (194738.400000 sec): 3 clusters
  Score: Raw -309308.571651 + Penalty 2650.119126 = -306658.452526
  nChanged 160
		SP:Iteration 3Q (194738.550000 sec): 3 clusters
  Score: Raw -309382.077179 + Penalty 2650.119126 = -306731.958054
  nChanged 110
		SP:Iteration 4Q (194738.740000 sec): 3 clusters
  Score: Raw -309426.634702 + Penalty 2650.119126 = -306776.515576
  nChanged 85
		SP:Iteration 5Q (194738.920000 sec): 3 clusters
  Score: Raw -309464.223898 + Penalty 2650.119126 = -306814.104772
  nChanged 73
		SP:Iteration 6Q (194739.120000 sec): 3 clusters
  Score: Raw -309499.530007 + Penalty 2650.119126 = -306849.410881
  nChanged 81
		SP:Iteration 7Q (194739.310000 sec): 3 clusters
  Score: Raw -309537.546695 + Penalty 2650.119126 = -306887.427569
  nChanged 73
		SP:Iteration 8Q (194739.500000 sec): 3 clusters
  Score: Raw -309567.231817 + Penalty 2650.119126 = -306917.112692
  nChanged 62
		SP:Iteration 9Q (194739.710000 sec): 3 clusters
  Score: Raw -309592.217370 + Penalty 2650.119126 = -306942.098244
  nChanged 60
		SP:Iteration 10Q (194739.860000 sec): 3 clusters
  Score: Raw -309614.970985 + Penalty 2650.119126 = -306964.851859
  nChanged 44
		SP:Iteration 11Q (194740.030000 sec): 3 clusters
  Score: Raw -309634.926291 + Penalty 2650.119126 = -306984.807165
  nChanged 46
		SP:Iteration 12Q (194740.220000 sec): 3 clusters
  Score: Raw -309654.274413 + Penalty 2650.119126 = -307004.155287
  nChanged 44
		SP:Iteration 13Q (194740.410000 sec): 3 clusters
  Score: Raw -309670.013114 + Penalty 2650.119126 = -307019.893988
  nChanged 47
		SP:Iteration 14Q (194740.590000 sec): 3 clusters
  Score: Raw -309687.761667 + Penalty 2650.119126 = -307037.642541
  nChanged 50
		SP:Iteration 15Q (194740.720000 sec): 3 clusters
  Score: Raw -309706.507618 + Penalty 2650.119126 = -307056.388492
  nChanged 60
		SP:Iteration 16Q (194740.880000 sec): 3 clusters
  Score: Raw -309732.297068 + Penalty 2650.119126 = -307082.177942
  nChanged 63
		SP:Iteration 17Q (194741.080000 sec): 3 clusters
  Score: Raw -309758.609393 + Penalty 2650.119126 = -307108.490267
  nChanged 61
		SP:Iteration 18Q (194741.270000 sec): 3 clusters
  Score: Raw -309783.393664 + Penalty 2650.119126 = -307133.274538
  nChanged 58
		SP:Iteration 19Q (194741.450000 sec): 3 clusters
  Score: Raw -309808.776379 + Penalty 2650.119126 = -307158.657253
  nChanged 48
		SP:Iteration 20F (194741.650000 sec): 3 clusters
  Score: Raw -309832.663438 + Penalty 2650.119126 = -307182.544312
  nChanged 62
		SP:Iteration 21Q (194741.870000 sec): 3 clusters
  Score: Raw -309865.172631 + Penalty 2650.119126 = -307215.053505
  nChanged 64
		SP:Iteration 22Q (194742.010000 sec): 3 clusters
  Score: Raw -309903.393309 + Penalty 2650.119126 = -307253.274183
  nChanged 58
		SP:Iteration 23Q (194742.160000 sec): 3 clusters
  Score: Raw -309940.562889 + Penalty 2650.119126 = -307290.443763
  nChanged 66
		SP:Iteration 24Q (194742.380000 sec): 3 clusters
  Score: Raw -309979.321244 + Penalty 2650.119126 = -307329.202119
  nChanged 48
		SP:Iteration 25Q (194742.570000 sec): 3 clusters
  Score: Raw -310003.458300 + Penalty 2650.119126 = -307353.339174
  nChanged 36
		SP:Iteration 26Q (194742.700000 sec): 3 clusters
  Score: Raw -310022.669193 + Penalty 2650.119126 = -307372.550067
  nChanged 38
		SP:Iteration 27Q (194742.900000 sec): 3 clusters
  Score: Raw -310048.106261 + Penalty 2650.119126 = -307397.987135
  nChanged 37
		SP:Iteration 28Q (194743.090000 sec): 3 clusters
  Score: Raw -310071.430642 + Penalty 2650.119126 = -307421.311516
  nChanged 30
		SP:Iteration 29Q (194743.300000 sec): 3 clusters
  Score: Raw -310092.636032 + Penalty 2650.119126 = -307442.516906
  nChanged 38
		SP:Iteration 30Q (194743.500000 sec): 3 clusters
  Score: Raw -310119.830007 + Penalty 2650.119126 = -307469.710882
  nChanged 32
		SP:Iteration 31Q (194743.640000 sec): 3 clusters
  Score: Raw -310140.679184 + Penalty 2650.119126 = -307490.560058
  nChanged 27
		SP:Iteration 32Q (194743.830000 sec): 3 clusters
  Score: Raw -310160.361580 + Penalty 2650.119126 = -307510.242454
  nChanged 23
		SP:Iteration 33Q (194744.030000 sec): 3 clusters
  Score: Raw -310174.738274 + Penalty 2650.119126 = -307524.619148
  nChanged 9
		SP:Iteration 34Q (194744.220000 sec): 3 clusters
  Score: Raw -310178.729778 + Penalty 2650.119126 = -307528.610653
  nChanged 5
		SP:Iteration 35Q (194744.400000 sec): 3 clusters
  Score: Raw -310180.354725 + Penalty 2650.119126 = -307530.235599
  nChanged 6
		SP:Iteration 36Q (194744.590000 sec): 3 clusters
  Score: Raw -310184.295753 + Penalty 2650.119126 = -307534.176628
  nChanged 9
		SP:Iteration 37Q (194744.760000 sec): 3 clusters
  Score: Raw -310189.201430 + Penalty 2650.119126 = -307539.082304
  nChanged 15
		SP:Iteration 38Q (194745.000000 sec): 3 clusters
  Score: Raw -310198.235496 + Penalty 2650.119126 = -307548.116370
  nChanged 11
		SP:Iteration 39Q (194745.170000 sec): 3 clusters
  Score: Raw -310208.156774 + Penalty 2650.119126 = -307558.037648
  nChanged 15
		SP:Iteration 40F (194745.310000 sec): 3 clusters
  Score: Raw -310219.821032 + Penalty 2650.119126 = -307569.701906
  nChanged 17
		SP:Iteration 41Q (194745.500000 sec): 3 clusters
  Score: Raw -310231.572275 + Penalty 2650.119126 = -307581.453149
  nChanged 13
		SP:Iteration 42Q (194745.670000 sec): 3 clusters
  Score: Raw -310240.596576 + Penalty 2650.119126 = -307590.477450
  nChanged 10
		SP:Iteration 43Q (194745.840000 sec): 3 clusters
  Score: Raw -310244.427422 + Penalty 2650.119126 = -307594.308296
  nChanged 6
		SP:Iteration 44Q (194746.060000 sec): 3 clusters
  Score: Raw -310247.067856 + Penalty 2650.119126 = -307596.948730
  nChanged 4
		SP:Iteration 45Q (194746.220000 sec): 3 clusters
  Score: Raw -310249.304680 + Penalty 2650.119126 = -307599.185554
  nChanged 5
		SP:Iteration 46Q (194746.460000 sec): 3 clusters
  Score: Raw -310252.966066 + Penalty 2650.119126 = -307602.846940
  nChanged 3
		SP:Iteration 47Q (194746.640000 sec): 3 clusters
  Score: Raw -310257.410567 + Penalty 2650.119126 = -307607.291441
  nChanged 4
		SP:Iteration 48Q (194746.800000 sec): 3 clusters
  Score: Raw -310260.421977 + Penalty 2650.119126 = -307610.302851
  nChanged 1
		SP:Iteration 49Q (194747.000000 sec): 3 clusters
  Score: Raw -310260.723116 + Penalty 2650.119126 = -307610.603990
  nChanged 2
		SP:Iteration 50Q (194747.180000 sec): 3 clusters
  Score: Raw -310261.547050 + Penalty 2650.119126 = -307611.427925
  nChanged 3
		SP:Iteration 51Q (194747.340000 sec): 3 clusters
  Score: Raw -310265.787012 + Penalty 2650.119126 = -307615.667886
  nChanged 5
		SP:Iteration 52Q (194747.520000 sec): 3 clusters
  Score: Raw -310268.976941 + Penalty 2650.119126 = -307618.857815
  nChanged 2
		SP:Iteration 53Q (194747.710000 sec): 3 clusters
  Score: Raw -310270.046478 + Penalty 2650.119126 = -307619.927353
  nChanged 2
		SP:Iteration 54Q (194747.900000 sec): 3 clusters
  Score: Raw -310271.359751 + Penalty 2650.119126 = -307621.240625
  nChanged 0
		SP:Iteration 55F (194748.130000 sec): 3 clusters
  Score: Raw -310271.359751 + Penalty 2650.119126 = -307621.240625
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 55 (8199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194748.250000 sec): 2 clusters
  Score: Raw -702297.895902 + Penalty 1464.412215 = -700833.483688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194748.440000 sec): 3 clusters
  Score: Raw -697813.387660 + Penalty 2928.824429 = -694884.563231
  nChanged 3469
		SP:Iteration 1F (194748.620000 sec): 3 clusters
  Score: Raw -699723.634686 + Penalty 2928.824429 = -696794.810257
  nChanged 543
		SP:Iteration 2F (194748.830000 sec): 3 clusters
  Score: Raw -699989.089624 + Penalty 2928.824429 = -697060.265194
  nChanged 460
		SP:Iteration 3F (194749.040000 sec): 3 clusters
  Score: Raw -700205.578720 + Penalty 2928.824429 = -697276.754291
  nChanged 384
		SP:Iteration 4Q (194749.260000 sec): 3 clusters
  Score: Raw -700383.637676 + Penalty 2928.824429 = -697454.813247
  nChanged 378
		SP:Iteration 5Q (194749.480000 sec): 3 clusters
  Score: Raw -700586.829458 + Penalty 2928.824429 = -697658.005029
  nChanged 358
		SP:Iteration 6Q (194749.690000 sec): 3 clusters
  Score: Raw -700769.370121 + Penalty 2928.824429 = -697840.545691
  nChanged 326
		SP:Iteration 7Q (194749.860000 sec): 3 clusters
  Score: Raw -700948.159637 + Penalty 2928.824429 = -698019.335207
  nChanged 334
		SP:Iteration 8Q (194750.080000 sec): 3 clusters
  Score: Raw -701143.706621 + Penalty 2928.824429 = -698214.882192
  nChanged 287
		SP:Iteration 9Q (194750.310000 sec): 3 clusters
  Score: Raw -701319.869467 + Penalty 2928.824429 = -698391.045038
  nChanged 302
		SP:Iteration 10Q (194750.540000 sec): 3 clusters
  Score: Raw -701507.096744 + Penalty 2928.824429 = -698578.272315
  nChanged 255
		SP:Iteration 11Q (194750.710000 sec): 3 clusters
  Score: Raw -701669.977462 + Penalty 2928.824429 = -698741.153033
  nChanged 228
		SP:Iteration 12Q (194750.940000 sec): 3 clusters
  Score: Raw -701828.588923 + Penalty 2928.824429 = -698899.764493
  nChanged 230
		SP:Iteration 13Q (194751.150000 sec): 3 clusters
  Score: Raw -701995.603613 + Penalty 2928.824429 = -699066.779184
  nChanged 186
		SP:Iteration 14Q (194751.380000 sec): 3 clusters
  Score: Raw -702117.339045 + Penalty 2928.824429 = -699188.514615
  nChanged 149
		SP:Iteration 15Q (194751.580000 sec): 3 clusters
  Score: Raw -702218.628304 + Penalty 2928.824429 = -699289.803875
  nChanged 131
		SP:Iteration 16Q (194751.790000 sec): 3 clusters
  Score: Raw -702300.787478 + Penalty 2928.824429 = -699371.963048
  nChanged 122
		SP:Iteration 17Q (194751.960000 sec): 3 clusters
  Score: Raw -702382.672686 + Penalty 2928.824429 = -699453.848256
  nChanged 111
		SP:Iteration 18Q (194752.180000 sec): 3 clusters
  Score: Raw -702458.884480 + Penalty 2928.824429 = -699530.060050
  nChanged 98
		SP:Iteration 19Q (194752.380000 sec): 3 clusters
  Score: Raw -702527.710209 + Penalty 2928.824429 = -699598.885780
  nChanged 85
		SP:Iteration 20F (194752.590000 sec): 3 clusters
  Score: Raw -702578.866421 + Penalty 2928.824429 = -699650.041991
  nChanged 75
		SP:Iteration 21Q (194752.770000 sec): 3 clusters
  Score: Raw -702629.209546 + Penalty 2928.824429 = -699700.385116
  nChanged 62
		SP:Iteration 22Q (194752.990000 sec): 3 clusters
  Score: Raw -702669.778697 + Penalty 2928.824429 = -699740.954268
  nChanged 63
		SP:Iteration 23Q (194753.210000 sec): 3 clusters
  Score: Raw -702712.306828 + Penalty 2928.824429 = -699783.482399
  nChanged 56
		SP:Iteration 24Q (194753.420000 sec): 3 clusters
  Score: Raw -702746.162531 + Penalty 2928.824429 = -699817.338101
  nChanged 43
		SP:Iteration 25Q (194753.590000 sec): 3 clusters
  Score: Raw -702774.276518 + Penalty 2928.824429 = -699845.452089
  nChanged 52
		SP:Iteration 26Q (194753.800000 sec): 3 clusters
  Score: Raw -702815.858824 + Penalty 2928.824429 = -699887.034395
  nChanged 51
		SP:Iteration 27Q (194753.990000 sec): 3 clusters
  Score: Raw -702855.308003 + Penalty 2928.824429 = -699926.483574
  nChanged 53
		SP:Iteration 28Q (194754.210000 sec): 3 clusters
  Score: Raw -702894.938336 + Penalty 2928.824429 = -699966.113907
  nChanged 38
		SP:Iteration 29Q (194754.360000 sec): 3 clusters
  Score: Raw -702927.443629 + Penalty 2928.824429 = -699998.619200
  nChanged 37
		SP:Iteration 30Q (194754.570000 sec): 3 clusters
  Score: Raw -702949.966627 + Penalty 2928.824429 = -700021.142198
  nChanged 26
		SP:Iteration 31Q (194754.780000 sec): 3 clusters
  Score: Raw -702965.448434 + Penalty 2928.824429 = -700036.624005
  nChanged 25
		SP:Iteration 32Q (194754.980000 sec): 3 clusters
  Score: Raw -702979.891369 + Penalty 2928.824429 = -700051.066939
  nChanged 14
		SP:Iteration 33Q (194755.160000 sec): 3 clusters
  Score: Raw -702987.336050 + Penalty 2928.824429 = -700058.511621
  nChanged 12
		SP:Iteration 34Q (194755.360000 sec): 3 clusters
  Score: Raw -702991.226661 + Penalty 2928.824429 = -700062.402232
  nChanged 7
		SP:Iteration 35Q (194755.590000 sec): 3 clusters
  Score: Raw -702994.246110 + Penalty 2928.824429 = -700065.421681
  nChanged 2
		SP:Iteration 36Q (194755.770000 sec): 3 clusters
  Score: Raw -702996.357461 + Penalty 2928.824429 = -700067.533032
  nChanged 3
		SP:Iteration 37Q (194755.980000 sec): 3 clusters
  Score: Raw -702997.419493 + Penalty 2928.824429 = -700068.595063
  nChanged 3
		SP:Iteration 38Q (194756.180000 sec): 3 clusters
  Score: Raw -702998.282519 + Penalty 2928.824429 = -700069.458090
  nChanged 0
		SP:Iteration 39F (194756.410000 sec): 3 clusters
  Score: Raw -702998.282519 + Penalty 2928.824429 = -700069.458090
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 56 (6392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194756.500000 sec): 2 clusters
  Score: Raw -502178.158877 + Penalty 1423.955404 = -500754.203472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194756.700000 sec): 3 clusters
  Score: Raw -498813.282203 + Penalty 2847.910808 = -495965.371394
  nChanged 2625
		SP:Iteration 1F (194756.940000 sec): 3 clusters
  Score: Raw -500331.436418 + Penalty 2847.910808 = -497483.525609
  nChanged 476
		SP:Iteration 2F (194757.140000 sec): 3 clusters
  Score: Raw -500618.355980 + Penalty 2847.910808 = -497770.445171
  nChanged 365
		SP:Iteration 3F (194757.350000 sec): 3 clusters
  Score: Raw -500850.578954 + Penalty 2847.910808 = -498002.668146
  nChanged 355
		SP:Iteration 4F (194757.500000 sec): 3 clusters
  Score: Raw -501066.236782 + Penalty 2847.910808 = -498218.325974
  nChanged 299
		SP:Iteration 5Q (194757.710000 sec): 3 clusters
  Score: Raw -501246.967027 + Penalty 2847.910808 = -498399.056218
  nChanged 283
		SP:Iteration 6Q (194757.900000 sec): 3 clusters
  Score: Raw -501418.560037 + Penalty 2847.910808 = -498570.649229
  nChanged 256
		SP:Iteration 7Q (194758.110000 sec): 3 clusters
  Score: Raw -501575.233017 + Penalty 2847.910808 = -498727.322209
  nChanged 253
		SP:Iteration 8Q (194758.300000 sec): 3 clusters
  Score: Raw -501740.940519 + Penalty 2847.910808 = -498893.029711
  nChanged 247
		SP:Iteration 9Q (194758.490000 sec): 3 clusters
  Score: Raw -501892.182866 + Penalty 2847.910808 = -499044.272058
  nChanged 202
		SP:Iteration 10Q (194758.690000 sec): 3 clusters
  Score: Raw -502024.150589 + Penalty 2847.910808 = -499176.239780
  nChanged 189
		SP:Iteration 11Q (194758.860000 sec): 3 clusters
  Score: Raw -502145.007259 + Penalty 2847.910808 = -499297.096450
  nChanged 158
		SP:Iteration 12Q (194759.050000 sec): 3 clusters
  Score: Raw -502242.154466 + Penalty 2847.910808 = -499394.243658
  nChanged 130
		SP:Iteration 13Q (194759.280000 sec): 3 clusters
  Score: Raw -502320.837315 + Penalty 2847.910808 = -499472.926506
  nChanged 118
		SP:Iteration 14Q (194759.450000 sec): 3 clusters
  Score: Raw -502377.186514 + Penalty 2847.910808 = -499529.275705
  nChanged 93
		SP:Iteration 15Q (194759.630000 sec): 3 clusters
  Score: Raw -502431.119071 + Penalty 2847.910808 = -499583.208262
  nChanged 92
		SP:Iteration 16Q (194759.860000 sec): 3 clusters
  Score: Raw -502485.926856 + Penalty 2847.910808 = -499638.016047
  nChanged 84
		SP:Iteration 17Q (194760.000000 sec): 3 clusters
  Score: Raw -502530.135737 + Penalty 2847.910808 = -499682.224928
  nChanged 63
		SP:Iteration 18Q (194760.250000 sec): 3 clusters
  Score: Raw -502564.072653 + Penalty 2847.910808 = -499716.161845
  nChanged 59
		SP:Iteration 19Q (194760.430000 sec): 3 clusters
  Score: Raw -502595.324756 + Penalty 2847.910808 = -499747.413948
  nChanged 57
		SP:Iteration 20F (194760.620000 sec): 3 clusters
  Score: Raw -502619.520504 + Penalty 2847.910808 = -499771.609695
  nChanged 59
		SP:Iteration 21Q (194760.810000 sec): 3 clusters
  Score: Raw -502642.775978 + Penalty 2847.910808 = -499794.865169
  nChanged 53
		SP:Iteration 22Q (194761.020000 sec): 3 clusters
  Score: Raw -502655.646548 + Penalty 2847.910808 = -499807.735740
  nChanged 36
		SP:Iteration 23Q (194761.210000 sec): 3 clusters
  Score: Raw -502664.796205 + Penalty 2847.910808 = -499816.885396
  nChanged 31
		SP:Iteration 24Q (194761.440000 sec): 3 clusters
  Score: Raw -502673.558035 + Penalty 2847.910808 = -499825.647227
  nChanged 27
		SP:Iteration 25Q (194761.610000 sec): 3 clusters
  Score: Raw -502680.570723 + Penalty 2847.910808 = -499832.659914
  nChanged 24
		SP:Iteration 26Q (194761.810000 sec): 3 clusters
  Score: Raw -502688.208251 + Penalty 2847.910808 = -499840.297443
  nChanged 23
		SP:Iteration 27Q (194762.020000 sec): 3 clusters
  Score: Raw -502699.133592 + Penalty 2847.910808 = -499851.222784
  nChanged 21
		SP:Iteration 28Q (194762.240000 sec): 3 clusters
  Score: Raw -502705.677016 + Penalty 2847.910808 = -499857.766208
  nChanged 23
		SP:Iteration 29Q (194762.440000 sec): 3 clusters
  Score: Raw -502711.913350 + Penalty 2847.910808 = -499864.002541
  nChanged 16
		SP:Iteration 30Q (194762.630000 sec): 3 clusters
  Score: Raw -502718.388939 + Penalty 2847.910808 = -499870.478131
  nChanged 23
		SP:Iteration 31Q (194762.800000 sec): 3 clusters
  Score: Raw -502723.503626 + Penalty 2847.910808 = -499875.592818
  nChanged 14
		SP:Iteration 32Q (194763.020000 sec): 3 clusters
  Score: Raw -502727.270891 + Penalty 2847.910808 = -499879.360083
  nChanged 15
		SP:Iteration 33Q (194763.230000 sec): 3 clusters
  Score: Raw -502731.134215 + Penalty 2847.910808 = -499883.223406
  nChanged 15
		SP:Iteration 34Q (194763.440000 sec): 3 clusters
  Score: Raw -502734.164472 + Penalty 2847.910808 = -499886.253664
  nChanged 17
		SP:Iteration 35Q (194763.650000 sec): 3 clusters
  Score: Raw -502737.659093 + Penalty 2847.910808 = -499889.748284
  nChanged 17
		SP:Iteration 36Q (194763.840000 sec): 3 clusters
  Score: Raw -502742.638406 + Penalty 2847.910808 = -499894.727597
  nChanged 13
		SP:Iteration 37Q (194764.040000 sec): 3 clusters
  Score: Raw -502746.315736 + Penalty 2847.910808 = -499898.404928
  nChanged 14
		SP:Iteration 38Q (194764.210000 sec): 3 clusters
  Score: Raw -502749.597199 + Penalty 2847.910808 = -499901.686391
  nChanged 7
		SP:Iteration 39Q (194764.410000 sec): 3 clusters
  Score: Raw -502751.761113 + Penalty 2847.910808 = -499903.850305
  nChanged 10
		SP:Iteration 40F (194764.620000 sec): 3 clusters
  Score: Raw -502753.858678 + Penalty 2847.910808 = -499905.947870
  nChanged 8
		SP:Iteration 41Q (194764.800000 sec): 3 clusters
  Score: Raw -502755.482661 + Penalty 2847.910808 = -499907.571852
  nChanged 11
		SP:Iteration 42Q (194765.010000 sec): 3 clusters
  Score: Raw -502757.697306 + Penalty 2847.910808 = -499909.786498
  nChanged 9
		SP:Iteration 43Q (194765.220000 sec): 3 clusters
  Score: Raw -502759.578042 + Penalty 2847.910808 = -499911.667234
  nChanged 8
		SP:Iteration 44Q (194765.420000 sec): 3 clusters
  Score: Raw -502762.352865 + Penalty 2847.910808 = -499914.442057
  nChanged 9
		SP:Iteration 45Q (194765.630000 sec): 3 clusters
  Score: Raw -502766.426627 + Penalty 2847.910808 = -499918.515818
  nChanged 11
		SP:Iteration 46Q (194765.840000 sec): 3 clusters
  Score: Raw -502769.376849 + Penalty 2847.910808 = -499921.466041
  nChanged 13
		SP:Iteration 47Q (194766.050000 sec): 3 clusters
  Score: Raw -502773.142803 + Penalty 2847.910808 = -499925.231994
  nChanged 12
		SP:Iteration 48Q (194766.230000 sec): 3 clusters
  Score: Raw -502775.931900 + Penalty 2847.910808 = -499928.021092
  nChanged 6
		SP:Iteration 49Q (194766.410000 sec): 3 clusters
  Score: Raw -502776.584349 + Penalty 2847.910808 = -499928.673540
  nChanged 3
		SP:Iteration 50Q (194766.630000 sec): 3 clusters
  Score: Raw -502776.936159 + Penalty 2847.910808 = -499929.025350
  nChanged 0
		SP:Iteration 51F (194766.840000 sec): 3 clusters
  Score: Raw -502776.936159 + Penalty 2847.910808 = -499929.025350
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 57 (7028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194766.990000 sec): 2 clusters
  Score: Raw -598163.470901 + Penalty 1439.369336 = -596724.101565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194767.180000 sec): 3 clusters
  Score: Raw -594316.715675 + Penalty 2878.738671 = -591437.977004
  nChanged 2956
		SP:Iteration 1F (194767.390000 sec): 3 clusters
  Score: Raw -596013.570307 + Penalty 2878.738671 = -593134.831636
  nChanged 496
		SP:Iteration 2F (194767.640000 sec): 3 clusters
  Score: Raw -596262.489004 + Penalty 2878.738671 = -593383.750333
  nChanged 398
		SP:Iteration 3F (194767.800000 sec): 3 clusters
  Score: Raw -596483.437472 + Penalty 2878.738671 = -593604.698800
  nChanged 388
		SP:Iteration 4F (194768.010000 sec): 3 clusters
  Score: Raw -596700.851804 + Penalty 2878.738671 = -593822.113133
  nChanged 366
		SP:Iteration 5F (194768.230000 sec): 3 clusters
  Score: Raw -596927.999356 + Penalty 2878.738671 = -594049.260685
  nChanged 365
		SP:Iteration 6F (194768.410000 sec): 3 clusters
  Score: Raw -597166.815149 + Penalty 2878.738671 = -594288.076478
  nChanged 321
		SP:Iteration 7Q (194768.580000 sec): 3 clusters
  Score: Raw -597378.286241 + Penalty 2878.738671 = -594499.547570
  nChanged 284
		SP:Iteration 8Q (194768.780000 sec): 3 clusters
  Score: Raw -597555.496803 + Penalty 2878.738671 = -594676.758132
  nChanged 212
		SP:Iteration 9Q (194769.020000 sec): 3 clusters
  Score: Raw -597686.454980 + Penalty 2878.738671 = -594807.716309
  nChanged 191
		SP:Iteration 10Q (194769.220000 sec): 3 clusters
  Score: Raw -597816.785730 + Penalty 2878.738671 = -594938.047059
  nChanged 181
		SP:Iteration 11Q (194769.440000 sec): 3 clusters
  Score: Raw -597943.800608 + Penalty 2878.738671 = -595065.061937
  nChanged 148
		SP:Iteration 12Q (194769.610000 sec): 3 clusters
  Score: Raw -598060.131512 + Penalty 2878.738671 = -595181.392841
  nChanged 119
		SP:Iteration 13Q (194769.810000 sec): 3 clusters
  Score: Raw -598155.151648 + Penalty 2878.738671 = -595276.412977
  nChanged 86
		SP:Iteration 14Q (194770.020000 sec): 3 clusters
  Score: Raw -598211.141315 + Penalty 2878.738671 = -595332.402644
  nChanged 74
		SP:Iteration 15Q (194770.180000 sec): 3 clusters
  Score: Raw -598258.044318 + Penalty 2878.738671 = -595379.305647
  nChanged 43
		SP:Iteration 16Q (194770.390000 sec): 3 clusters
  Score: Raw -598287.552351 + Penalty 2878.738671 = -595408.813680
  nChanged 43
		SP:Iteration 17Q (194770.630000 sec): 3 clusters
  Score: Raw -598315.063940 + Penalty 2878.738671 = -595436.325269
  nChanged 32
		SP:Iteration 18Q (194770.810000 sec): 3 clusters
  Score: Raw -598339.373839 + Penalty 2878.738671 = -595460.635168
  nChanged 27
		SP:Iteration 19Q (194770.990000 sec): 3 clusters
  Score: Raw -598362.709213 + Penalty 2878.738671 = -595483.970542
  nChanged 26
		SP:Iteration 20F (194771.210000 sec): 3 clusters
  Score: Raw -598378.028326 + Penalty 2878.738671 = -595499.289655
  nChanged 20
		SP:Iteration 21Q (194771.400000 sec): 3 clusters
  Score: Raw -598390.366522 + Penalty 2878.738671 = -595511.627851
  nChanged 14
		SP:Iteration 22Q (194771.580000 sec): 3 clusters
  Score: Raw -598397.809682 + Penalty 2878.738671 = -595519.071011
  nChanged 16
		SP:Iteration 23Q (194771.800000 sec): 3 clusters
  Score: Raw -598406.291066 + Penalty 2878.738671 = -595527.552395
  nChanged 7
		SP:Iteration 24Q (194772.000000 sec): 3 clusters
  Score: Raw -598410.019071 + Penalty 2878.738671 = -595531.280400
  nChanged 6
		SP:Iteration 25Q (194772.160000 sec): 3 clusters
  Score: Raw -598413.021201 + Penalty 2878.738671 = -595534.282530
  nChanged 6
		SP:Iteration 26Q (194772.370000 sec): 3 clusters
  Score: Raw -598417.720385 + Penalty 2878.738671 = -595538.981714
  nChanged 6
		SP:Iteration 27Q (194772.550000 sec): 3 clusters
  Score: Raw -598421.040076 + Penalty 2878.738671 = -595542.301405
  nChanged 5
		SP:Iteration 28Q (194772.750000 sec): 3 clusters
  Score: Raw -598423.223354 + Penalty 2878.738671 = -595544.484683
  nChanged 7
		SP:Iteration 29Q (194772.960000 sec): 3 clusters
  Score: Raw -598426.863664 + Penalty 2878.738671 = -595548.124993
  nChanged 3
		SP:Iteration 30Q (194773.130000 sec): 3 clusters
  Score: Raw -598429.366305 + Penalty 2878.738671 = -595550.627634
  nChanged 1
		SP:Iteration 31Q (194773.290000 sec): 3 clusters
  Score: Raw -598429.663119 + Penalty 2878.738671 = -595550.924448
  nChanged 1
		SP:Iteration 32Q (194773.460000 sec): 3 clusters
  Score: Raw -598430.326880 + Penalty 2878.738671 = -595551.588209
  nChanged 3
		SP:Iteration 33Q (194773.720000 sec): 3 clusters
  Score: Raw -598431.667969 + Penalty 2878.738671 = -595552.929298
  nChanged 1
		SP:Iteration 34Q (194773.930000 sec): 3 clusters
  Score: Raw -598432.370703 + Penalty 2878.738671 = -595553.632032
  nChanged 3
		SP:Iteration 35Q (194774.100000 sec): 3 clusters
  Score: Raw -598433.677560 + Penalty 2878.738671 = -595554.938889
  nChanged 6
		SP:Iteration 36Q (194774.280000 sec): 3 clusters
  Score: Raw -598437.969637 + Penalty 2878.738671 = -595559.230966
  nChanged 6
		SP:Iteration 37Q (194774.470000 sec): 3 clusters
  Score: Raw -598441.658961 + Penalty 2878.738671 = -595562.920290
  nChanged 6
		SP:Iteration 38Q (194774.690000 sec): 3 clusters
  Score: Raw -598445.241354 + Penalty 2878.738671 = -595566.502683
  nChanged 5
		SP:Iteration 39Q (194774.880000 sec): 3 clusters
  Score: Raw -598448.324842 + Penalty 2878.738671 = -595569.586171
  nChanged 5
		SP:Iteration 40F (194775.110000 sec): 3 clusters
  Score: Raw -598450.911024 + Penalty 2878.738671 = -595572.172353
  nChanged 5
		SP:Iteration 41Q (194775.290000 sec): 3 clusters
  Score: Raw -598456.784884 + Penalty 2878.738671 = -595578.046213
  nChanged 7
		SP:Iteration 42Q (194775.520000 sec): 3 clusters
  Score: Raw -598464.034265 + Penalty 2878.738671 = -595585.295594
  nChanged 7
		SP:Iteration 43Q (194775.700000 sec): 3 clusters
  Score: Raw -598467.393325 + Penalty 2878.738671 = -595588.654654
  nChanged 7
		SP:Iteration 44Q (194775.870000 sec): 3 clusters
  Score: Raw -598472.569483 + Penalty 2878.738671 = -595593.830812
  nChanged 10
		SP:Iteration 45Q (194776.090000 sec): 3 clusters
  Score: Raw -598477.873755 + Penalty 2878.738671 = -595599.135083
  nChanged 12
		SP:Iteration 46Q (194776.310000 sec): 3 clusters
  Score: Raw -598484.130074 + Penalty 2878.738671 = -595605.391403
  nChanged 10
		SP:Iteration 47Q (194776.520000 sec): 3 clusters
  Score: Raw -598488.896945 + Penalty 2878.738671 = -595610.158274
  nChanged 6
		SP:Iteration 48Q (194776.700000 sec): 3 clusters
  Score: Raw -598490.957487 + Penalty 2878.738671 = -595612.218816
  nChanged 5
		SP:Iteration 49Q (194776.920000 sec): 3 clusters
  Score: Raw -598495.022246 + Penalty 2878.738671 = -595616.283575
  nChanged 4
		SP:Iteration 50Q (194777.100000 sec): 3 clusters
  Score: Raw -598496.947282 + Penalty 2878.738671 = -595618.208611
  nChanged 1
		SP:Iteration 51Q (194777.320000 sec): 3 clusters
  Score: Raw -598497.455745 + Penalty 2878.738671 = -595618.717074
  nChanged 2
		SP:Iteration 52Q (194777.500000 sec): 3 clusters
  Score: Raw -598497.846043 + Penalty 2878.738671 = -595619.107372
  nChanged 0
		SP:Iteration 53F (194777.740000 sec): 3 clusters
  Score: Raw -598497.846043 + Penalty 2878.738671 = -595619.107372
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 58 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194777.820000 sec): 2 clusters
  Score: Raw -13125.601970 + Penalty 827.734408 = -12297.867562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194777.980000 sec): 3 clusters
  Score: Raw -13250.516940 + Penalty 1655.468815 = -11595.048125
  nChanged 13
		SP:Iteration 1F (194778.150000 sec): 3 clusters
  Score: Raw -13290.866616 + Penalty 1655.468815 = -11635.397801
  nChanged 4
		SP:Iteration 2Q (194778.320000 sec): 3 clusters
  Score: Raw -13315.604606 + Penalty 1655.468815 = -11660.135791
  nChanged 1
		SP:Iteration 3Q (194778.490000 sec): 3 clusters
  Score: Raw -13319.832773 + Penalty 1655.468815 = -11664.363957
  nChanged 1
		SP:Iteration 4Q (194778.690000 sec): 3 clusters
  Score: Raw -13322.556834 + Penalty 1655.468815 = -11667.088019
  nChanged 0
		SP:Iteration 5F (194778.850000 sec): 3 clusters
  Score: Raw -13322.556834 + Penalty 1655.468815 = -11667.088019
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 59 (339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194778.890000 sec): 2 clusters
  Score: Raw -26928.187654 + Penalty 946.725017 = -25981.462637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194779.070000 sec): 3 clusters
  Score: Raw -26930.362421 + Penalty 1893.450035 = -25036.912386
  nChanged 59
		SP:Iteration 1F (194779.260000 sec): 3 clusters
  Score: Raw -27034.792942 + Penalty 1893.450035 = -25141.342907
  nChanged 19
		SP:Iteration 2F (194779.450000 sec): 3 clusters
  Score: Raw -27083.894849 + Penalty 1893.450035 = -25190.444814
  nChanged 12
		SP:Iteration 3Q (194779.600000 sec): 3 clusters
  Score: Raw -27126.190555 + Penalty 1893.450035 = -25232.740520
  nChanged 7
		SP:Iteration 4Q (194779.730000 sec): 3 clusters
  Score: Raw -27158.330055 + Penalty 1893.450035 = -25264.880020
  nChanged 6
		SP:Iteration 5Q (194779.930000 sec): 3 clusters
  Score: Raw -27184.303670 + Penalty 1893.450035 = -25290.853635
  nChanged 1
		SP:Iteration 6Q (194780.110000 sec): 3 clusters
  Score: Raw -27187.577204 + Penalty 1893.450035 = -25294.127169
  nChanged 1
		SP:Iteration 7Q (194780.250000 sec): 3 clusters
  Score: Raw -27188.679883 + Penalty 1893.450035 = -25295.229848
  nChanged 0
		SP:Iteration 8F (194780.440000 sec): 3 clusters
  Score: Raw -27188.679883 + Penalty 1893.450035 = -25295.229848
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 60 (22560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194780.630000 sec): 2 clusters
  Score: Raw -1832035.810105 + Penalty 1628.889227 = -1830406.920877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194780.940000 sec): 3 clusters
  Score: Raw -1818387.195161 + Penalty 3257.778454 = -1815129.416707
  nChanged 10220
		SP:Iteration 1F (194781.260000 sec): 3 clusters
  Score: Raw -1824227.285795 + Penalty 3257.778454 = -1820969.507341
  nChanged 1349
		SP:Iteration 2F (194781.490000 sec): 3 clusters
  Score: Raw -1824919.566684 + Penalty 3257.778454 = -1821661.788229
  nChanged 1423
		SP:Iteration 3F (194781.780000 sec): 3 clusters
  Score: Raw -1825755.608376 + Penalty 3257.778454 = -1822497.829921
  nChanged 1461
		SP:Iteration 4F (194782.060000 sec): 3 clusters
  Score: Raw -1826813.935811 + Penalty 3257.778454 = -1823556.157357
  nChanged 1572
		SP:Iteration 5F (194782.370000 sec): 3 clusters
  Score: Raw -1827940.748912 + Penalty 3257.778454 = -1824682.970458
  nChanged 1424
		SP:Iteration 6F (194782.610000 sec): 3 clusters
  Score: Raw -1828888.442303 + Penalty 3257.778454 = -1825630.663849
  nChanged 1220
		SP:Iteration 7F (194782.950000 sec): 3 clusters
  Score: Raw -1829629.228508 + Penalty 3257.778454 = -1826371.450054
  nChanged 1026
		SP:Iteration 8Q (194783.250000 sec): 3 clusters
  Score: Raw -1830246.220720 + Penalty 3257.778454 = -1826988.442266
  nChanged 800
		SP:Iteration 9Q (194783.550000 sec): 3 clusters
  Score: Raw -1830673.217768 + Penalty 3257.778454 = -1827415.439314
  nChanged 632
		SP:Iteration 10Q (194783.850000 sec): 3 clusters
  Score: Raw -1831001.746626 + Penalty 3257.778454 = -1827743.968172
  nChanged 516
		SP:Iteration 11Q (194784.090000 sec): 3 clusters
  Score: Raw -1831285.160317 + Penalty 3257.778454 = -1828027.381863
  nChanged 429
		SP:Iteration 12Q (194784.390000 sec): 3 clusters
  Score: Raw -1831506.372449 + Penalty 3257.778454 = -1828248.593994
  nChanged 361
		SP:Iteration 13Q (194784.690000 sec): 3 clusters
  Score: Raw -1831684.577514 + Penalty 3257.778454 = -1828426.799060
  nChanged 323
		SP:Iteration 14Q (194785.020000 sec): 3 clusters
  Score: Raw -1831823.714301 + Penalty 3257.778454 = -1828565.935846
  nChanged 259
		SP:Iteration 15Q (194785.290000 sec): 3 clusters
  Score: Raw -1831925.313267 + Penalty 3257.778454 = -1828667.534813
  nChanged 211
		SP:Iteration 16Q (194785.600000 sec): 3 clusters
  Score: Raw -1832009.302582 + Penalty 3257.778454 = -1828751.524128
  nChanged 193
		SP:Iteration 17Q (194785.860000 sec): 3 clusters
  Score: Raw -1832076.340182 + Penalty 3257.778454 = -1828818.561728
  nChanged 147
		SP:Iteration 18Q (194786.140000 sec): 3 clusters
  Score: Raw -1832123.507656 + Penalty 3257.778454 = -1828865.729201
  nChanged 122
		SP:Iteration 19Q (194786.410000 sec): 3 clusters
  Score: Raw -1832166.608519 + Penalty 3257.778454 = -1828908.830064
  nChanged 121
		SP:Iteration 20F (194786.660000 sec): 3 clusters
  Score: Raw -1832210.502020 + Penalty 3257.778454 = -1828952.723566
  nChanged 110
		SP:Iteration 21Q (194786.960000 sec): 3 clusters
  Score: Raw -1832250.171368 + Penalty 3257.778454 = -1828992.392914
  nChanged 105
		SP:Iteration 22Q (194787.320000 sec): 3 clusters
  Score: Raw -1832282.141990 + Penalty 3257.778454 = -1829024.363535
  nChanged 106
		SP:Iteration 23Q (194787.640000 sec): 3 clusters
  Score: Raw -1832311.351515 + Penalty 3257.778454 = -1829053.573060
  nChanged 86
		SP:Iteration 24Q (194787.940000 sec): 3 clusters
  Score: Raw -1832333.955089 + Penalty 3257.778454 = -1829076.176634
  nChanged 73
		SP:Iteration 25Q (194788.270000 sec): 3 clusters
  Score: Raw -1832356.593561 + Penalty 3257.778454 = -1829098.815107
  nChanged 79
		SP:Iteration 26Q (194788.560000 sec): 3 clusters
  Score: Raw -1832377.974648 + Penalty 3257.778454 = -1829120.196194
  nChanged 63
		SP:Iteration 27Q (194788.900000 sec): 3 clusters
  Score: Raw -1832396.362398 + Penalty 3257.778454 = -1829138.583943
  nChanged 68
		SP:Iteration 28Q (194789.150000 sec): 3 clusters
  Score: Raw -1832418.230974 + Penalty 3257.778454 = -1829160.452519
  nChanged 57
		SP:Iteration 29Q (194789.450000 sec): 3 clusters
  Score: Raw -1832435.368393 + Penalty 3257.778454 = -1829177.589939
  nChanged 57
		SP:Iteration 30Q (194789.720000 sec): 3 clusters
  Score: Raw -1832456.572319 + Penalty 3257.778454 = -1829198.793865
  nChanged 55
		SP:Iteration 31Q (194790.020000 sec): 3 clusters
  Score: Raw -1832475.545131 + Penalty 3257.778454 = -1829217.766676
  nChanged 51
		SP:Iteration 32Q (194790.320000 sec): 3 clusters
  Score: Raw -1832490.993913 + Penalty 3257.778454 = -1829233.215458
  nChanged 48
		SP:Iteration 33Q (194790.580000 sec): 3 clusters
  Score: Raw -1832506.183800 + Penalty 3257.778454 = -1829248.405346
  nChanged 48
		SP:Iteration 34Q (194790.880000 sec): 3 clusters
  Score: Raw -1832522.571571 + Penalty 3257.778454 = -1829264.793117
  nChanged 45
		SP:Iteration 35Q (194791.140000 sec): 3 clusters
  Score: Raw -1832537.380363 + Penalty 3257.778454 = -1829279.601909
  nChanged 47
		SP:Iteration 36Q (194791.370000 sec): 3 clusters
  Score: Raw -1832556.430182 + Penalty 3257.778454 = -1829298.651727
  nChanged 42
		SP:Iteration 37Q (194791.650000 sec): 3 clusters
  Score: Raw -1832573.506637 + Penalty 3257.778454 = -1829315.728183
  nChanged 48
		SP:Iteration 38Q (194791.880000 sec): 3 clusters
  Score: Raw -1832588.000745 + Penalty 3257.778454 = -1829330.222291
  nChanged 46
		SP:Iteration 39Q (194792.140000 sec): 3 clusters
  Score: Raw -1832601.781121 + Penalty 3257.778454 = -1829344.002666
  nChanged 41
		SP:Iteration 40F (194792.490000 sec): 3 clusters
  Score: Raw -1832613.449382 + Penalty 3257.778454 = -1829355.670928
  nChanged 29
		SP:Iteration 41Q (194792.760000 sec): 3 clusters
  Score: Raw -1832621.574414 + Penalty 3257.778454 = -1829363.795959
  nChanged 29
		SP:Iteration 42Q (194793.020000 sec): 3 clusters
  Score: Raw -1832628.722990 + Penalty 3257.778454 = -1829370.944536
  nChanged 25
		SP:Iteration 43Q (194793.340000 sec): 3 clusters
  Score: Raw -1832634.003929 + Penalty 3257.778454 = -1829376.225475
  nChanged 19
		SP:Iteration 44Q (194793.560000 sec): 3 clusters
  Score: Raw -1832638.254801 + Penalty 3257.778454 = -1829380.476347
  nChanged 16
		SP:Iteration 45Q (194793.870000 sec): 3 clusters
  Score: Raw -1832642.079974 + Penalty 3257.778454 = -1829384.301520
  nChanged 12
		SP:Iteration 46Q (194794.110000 sec): 3 clusters
  Score: Raw -1832645.598388 + Penalty 3257.778454 = -1829387.819933
  nChanged 11
		SP:Iteration 47Q (194794.400000 sec): 3 clusters
  Score: Raw -1832647.596569 + Penalty 3257.778454 = -1829389.818115
  nChanged 7
		SP:Iteration 48Q (194794.660000 sec): 3 clusters
  Score: Raw -1832648.781021 + Penalty 3257.778454 = -1829391.002567
  nChanged 9
		SP:Iteration 49Q (194794.950000 sec): 3 clusters
  Score: Raw -1832650.732415 + Penalty 3257.778454 = -1829392.953960
  nChanged 8
		SP:Iteration 50Q (194795.210000 sec): 3 clusters
  Score: Raw -1832652.076214 + Penalty 3257.778454 = -1829394.297760
  nChanged 6
		SP:Iteration 51Q (194795.480000 sec): 3 clusters
  Score: Raw -1832653.199636 + Penalty 3257.778454 = -1829395.421181
  nChanged 7
		SP:Iteration 52Q (194795.740000 sec): 3 clusters
  Score: Raw -1832654.519544 + Penalty 3257.778454 = -1829396.741090
  nChanged 4
		SP:Iteration 53Q (194795.980000 sec): 3 clusters
  Score: Raw -1832656.409775 + Penalty 3257.778454 = -1829398.631320
  nChanged 9
		SP:Iteration 54Q (194796.230000 sec): 3 clusters
  Score: Raw -1832658.881039 + Penalty 3257.778454 = -1829401.102584
  nChanged 13
		SP:Iteration 55Q (194796.450000 sec): 3 clusters
  Score: Raw -1832661.689990 + Penalty 3257.778454 = -1829403.911535
  nChanged 10
		SP:Iteration 56Q (194796.720000 sec): 3 clusters
  Score: Raw -1832663.783921 + Penalty 3257.778454 = -1829406.005466
  nChanged 13
		SP:Iteration 57Q (194796.990000 sec): 3 clusters
  Score: Raw -1832667.535764 + Penalty 3257.778454 = -1829409.757309
  nChanged 13
		SP:Iteration 58Q (194797.300000 sec): 3 clusters
  Score: Raw -1832670.381616 + Penalty 3257.778454 = -1829412.603162
  nChanged 16
		SP:Iteration 59Q (194797.550000 sec): 3 clusters
  Score: Raw -1832676.245380 + Penalty 3257.778454 = -1829418.466926
  nChanged 15
		SP:Iteration 60F (194797.830000 sec): 3 clusters
  Score: Raw -1832679.725485 + Penalty 3257.778454 = -1829421.947031
  nChanged 16
		SP:Iteration 61Q (194798.120000 sec): 3 clusters
  Score: Raw -1832682.417187 + Penalty 3257.778454 = -1829424.638732
  nChanged 10
		SP:Iteration 62Q (194798.410000 sec): 3 clusters
  Score: Raw -1832683.632301 + Penalty 3257.778454 = -1829425.853846
  nChanged 6
		SP:Iteration 63Q (194798.680000 sec): 3 clusters
  Score: Raw -1832684.719490 + Penalty 3257.778454 = -1829426.941036
  nChanged 4
		SP:Iteration 64Q (194799.020000 sec): 3 clusters
  Score: Raw -1832685.439584 + Penalty 3257.778454 = -1829427.661129
  nChanged 5
		SP:Iteration 65Q (194799.320000 sec): 3 clusters
  Score: Raw -1832686.218754 + Penalty 3257.778454 = -1829428.440300
  nChanged 5
		SP:Iteration 66Q (194799.570000 sec): 3 clusters
  Score: Raw -1832687.409554 + Penalty 3257.778454 = -1829429.631099
  nChanged 4
		SP:Iteration 67Q (194799.860000 sec): 3 clusters
  Score: Raw -1832688.743295 + Penalty 3257.778454 = -1829430.964840
  nChanged 4
		SP:Iteration 68Q (194800.140000 sec): 3 clusters
  Score: Raw -1832689.430150 + Penalty 3257.778454 = -1829431.651695
  nChanged 2
		SP:Iteration 69Q (194800.460000 sec): 3 clusters
  Score: Raw -1832689.961164 + Penalty 3257.778454 = -1829432.182710
  nChanged 3
		SP:Iteration 70Q (194800.760000 sec): 3 clusters
  Score: Raw -1832690.512682 + Penalty 3257.778454 = -1829432.734227
  nChanged 2
		SP:Iteration 71Q (194801.080000 sec): 3 clusters
  Score: Raw -1832690.890366 + Penalty 3257.778454 = -1829433.111911
  nChanged 2
		SP:Iteration 72Q (194801.380000 sec): 3 clusters
  Score: Raw -1832691.221108 + Penalty 3257.778454 = -1829433.442654
  nChanged 0
		SP:Iteration 73F (194801.660000 sec): 3 clusters
  Score: Raw -1832691.221108 + Penalty 3257.778454 = -1829433.442654
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 61 (15139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194801.790000 sec): 2 clusters
  Score: Raw -1303388.684439 + Penalty 1564.067290 = -1301824.617150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194802.100000 sec): 3 clusters
  Score: Raw -1294585.782518 + Penalty 3128.134579 = -1291457.647938
  nChanged 6723
		SP:Iteration 1F (194802.340000 sec): 3 clusters
  Score: Raw -1298342.185390 + Penalty 3128.134579 = -1295214.050811
  nChanged 866
		SP:Iteration 2F (194802.580000 sec): 3 clusters
  Score: Raw -1298717.470792 + Penalty 3128.134579 = -1295589.336213
  nChanged 807
		SP:Iteration 3F (194802.860000 sec): 3 clusters
  Score: Raw -1299088.419389 + Penalty 3128.134579 = -1295960.284809
  nChanged 780
		SP:Iteration 4F (194803.120000 sec): 3 clusters
  Score: Raw -1299451.518103 + Penalty 3128.134579 = -1296323.383523
  nChanged 723
		SP:Iteration 5Q (194803.370000 sec): 3 clusters
  Score: Raw -1299800.470274 + Penalty 3128.134579 = -1296672.335695
  nChanged 654
		SP:Iteration 6Q (194803.640000 sec): 3 clusters
  Score: Raw -1300126.712313 + Penalty 3128.134579 = -1296998.577734
  nChanged 642
		SP:Iteration 7Q (194803.930000 sec): 3 clusters
  Score: Raw -1300483.368803 + Penalty 3128.134579 = -1297355.234224
  nChanged 663
		SP:Iteration 8Q (194804.190000 sec): 3 clusters
  Score: Raw -1300894.121613 + Penalty 3128.134579 = -1297765.987033
  nChanged 645
		SP:Iteration 9Q (194804.450000 sec): 3 clusters
  Score: Raw -1301303.199710 + Penalty 3128.134579 = -1298175.065131
  nChanged 593
		SP:Iteration 10Q (194804.680000 sec): 3 clusters
  Score: Raw -1301657.496075 + Penalty 3128.134579 = -1298529.361495
  nChanged 497
		SP:Iteration 11Q (194804.920000 sec): 3 clusters
  Score: Raw -1301976.299878 + Penalty 3128.134579 = -1298848.165298
  nChanged 421
		SP:Iteration 12Q (194805.190000 sec): 3 clusters
  Score: Raw -1302261.050656 + Penalty 3128.134579 = -1299132.916077
  nChanged 355
		SP:Iteration 13Q (194805.410000 sec): 3 clusters
  Score: Raw -1302496.670122 + Penalty 3128.134579 = -1299368.535543
  nChanged 316
		SP:Iteration 14Q (194805.700000 sec): 3 clusters
  Score: Raw -1302678.999334 + Penalty 3128.134579 = -1299550.864755
  nChanged 241
		SP:Iteration 15Q (194805.970000 sec): 3 clusters
  Score: Raw -1302803.349970 + Penalty 3128.134579 = -1299675.215390
  nChanged 185
		SP:Iteration 16Q (194806.180000 sec): 3 clusters
  Score: Raw -1302891.690667 + Penalty 3128.134579 = -1299763.556088
  nChanged 163
		SP:Iteration 17Q (194806.400000 sec): 3 clusters
  Score: Raw -1302968.165697 + Penalty 3128.134579 = -1299840.031118
  nChanged 156
		SP:Iteration 18Q (194806.630000 sec): 3 clusters
  Score: Raw -1303037.243330 + Penalty 3128.134579 = -1299909.108750
  nChanged 125
		SP:Iteration 19Q (194806.880000 sec): 3 clusters
  Score: Raw -1303092.813826 + Penalty 3128.134579 = -1299964.679247
  nChanged 111
		SP:Iteration 20F (194807.140000 sec): 3 clusters
  Score: Raw -1303155.449768 + Penalty 3128.134579 = -1300027.315188
  nChanged 103
		SP:Iteration 21Q (194807.430000 sec): 3 clusters
  Score: Raw -1303200.782143 + Penalty 3128.134579 = -1300072.647564
  nChanged 79
		SP:Iteration 22Q (194807.640000 sec): 3 clusters
  Score: Raw -1303236.319098 + Penalty 3128.134579 = -1300108.184519
  nChanged 74
		SP:Iteration 23Q (194807.880000 sec): 3 clusters
  Score: Raw -1303268.002363 + Penalty 3128.134579 = -1300139.867784
  nChanged 65
		SP:Iteration 24Q (194808.090000 sec): 3 clusters
  Score: Raw -1303294.945712 + Penalty 3128.134579 = -1300166.811133
  nChanged 74
		SP:Iteration 25Q (194808.340000 sec): 3 clusters
  Score: Raw -1303323.469601 + Penalty 3128.134579 = -1300195.335022
  nChanged 49
		SP:Iteration 26Q (194808.590000 sec): 3 clusters
  Score: Raw -1303343.663917 + Penalty 3128.134579 = -1300215.529338
  nChanged 37
		SP:Iteration 27Q (194808.830000 sec): 3 clusters
  Score: Raw -1303355.798929 + Penalty 3128.134579 = -1300227.664349
  nChanged 39
		SP:Iteration 28Q (194809.080000 sec): 3 clusters
  Score: Raw -1303370.253066 + Penalty 3128.134579 = -1300242.118487
  nChanged 34
		SP:Iteration 29Q (194809.320000 sec): 3 clusters
  Score: Raw -1303381.606732 + Penalty 3128.134579 = -1300253.472153
  nChanged 26
		SP:Iteration 30Q (194809.560000 sec): 3 clusters
  Score: Raw -1303390.215271 + Penalty 3128.134579 = -1300262.080692
  nChanged 27
		SP:Iteration 31Q (194809.800000 sec): 3 clusters
  Score: Raw -1303398.779422 + Penalty 3128.134579 = -1300270.644843
  nChanged 19
		SP:Iteration 32Q (194810.010000 sec): 3 clusters
  Score: Raw -1303404.897264 + Penalty 3128.134579 = -1300276.762685
  nChanged 18
		SP:Iteration 33Q (194810.250000 sec): 3 clusters
  Score: Raw -1303410.978437 + Penalty 3128.134579 = -1300282.843858
  nChanged 27
		SP:Iteration 34Q (194810.510000 sec): 3 clusters
  Score: Raw -1303421.540520 + Penalty 3128.134579 = -1300293.405941
  nChanged 30
		SP:Iteration 35Q (194810.780000 sec): 3 clusters
  Score: Raw -1303430.744888 + Penalty 3128.134579 = -1300302.610309
  nChanged 20
		SP:Iteration 36Q (194811.010000 sec): 3 clusters
  Score: Raw -1303435.939026 + Penalty 3128.134579 = -1300307.804446
  nChanged 20
		SP:Iteration 37Q (194811.310000 sec): 3 clusters
  Score: Raw -1303441.527364 + Penalty 3128.134579 = -1300313.392785
  nChanged 10
		SP:Iteration 38Q (194811.590000 sec): 3 clusters
  Score: Raw -1303444.458415 + Penalty 3128.134579 = -1300316.323836
  nChanged 12
		SP:Iteration 39Q (194811.810000 sec): 3 clusters
  Score: Raw -1303448.667211 + Penalty 3128.134579 = -1300320.532632
  nChanged 17
		SP:Iteration 40F (194812.110000 sec): 3 clusters
  Score: Raw -1303455.191579 + Penalty 3128.134579 = -1300327.057000
  nChanged 16
		SP:Iteration 41Q (194812.380000 sec): 3 clusters
  Score: Raw -1303460.118859 + Penalty 3128.134579 = -1300331.984280
  nChanged 14
		SP:Iteration 42Q (194812.600000 sec): 3 clusters
  Score: Raw -1303464.448149 + Penalty 3128.134579 = -1300336.313570
  nChanged 14
		SP:Iteration 43Q (194812.860000 sec): 3 clusters
  Score: Raw -1303469.552257 + Penalty 3128.134579 = -1300341.417678
  nChanged 17
		SP:Iteration 44Q (194813.100000 sec): 3 clusters
  Score: Raw -1303477.701227 + Penalty 3128.134579 = -1300349.566648
  nChanged 19
		SP:Iteration 45Q (194813.330000 sec): 3 clusters
  Score: Raw -1303484.455789 + Penalty 3128.134579 = -1300356.321210
  nChanged 17
		SP:Iteration 46Q (194813.580000 sec): 3 clusters
  Score: Raw -1303489.970743 + Penalty 3128.134579 = -1300361.836164
  nChanged 17
		SP:Iteration 47Q (194813.830000 sec): 3 clusters
  Score: Raw -1303495.571746 + Penalty 3128.134579 = -1300367.437166
  nChanged 9
		SP:Iteration 48Q (194814.030000 sec): 3 clusters
  Score: Raw -1303498.515303 + Penalty 3128.134579 = -1300370.380723
  nChanged 12
		SP:Iteration 49Q (194814.270000 sec): 3 clusters
  Score: Raw -1303501.783679 + Penalty 3128.134579 = -1300373.649099
  nChanged 8
		SP:Iteration 50Q (194814.490000 sec): 3 clusters
  Score: Raw -1303504.645727 + Penalty 3128.134579 = -1300376.511147
  nChanged 8
		SP:Iteration 51Q (194814.710000 sec): 3 clusters
  Score: Raw -1303507.940926 + Penalty 3128.134579 = -1300379.806347
  nChanged 9
		SP:Iteration 52Q (194814.900000 sec): 3 clusters
  Score: Raw -1303511.966886 + Penalty 3128.134579 = -1300383.832307
  nChanged 11
		SP:Iteration 53Q (194815.160000 sec): 3 clusters
  Score: Raw -1303517.010847 + Penalty 3128.134579 = -1300388.876268
  nChanged 12
		SP:Iteration 54Q (194815.320000 sec): 3 clusters
  Score: Raw -1303522.984090 + Penalty 3128.134579 = -1300394.849511
  nChanged 14
		SP:Iteration 55Q (194815.540000 sec): 3 clusters
  Score: Raw -1303531.892668 + Penalty 3128.134579 = -1300403.758089
  nChanged 18
		SP:Iteration 56Q (194815.800000 sec): 3 clusters
  Score: Raw -1303539.504797 + Penalty 3128.134579 = -1300411.370218
  nChanged 13
		SP:Iteration 57Q (194815.980000 sec): 3 clusters
  Score: Raw -1303544.624053 + Penalty 3128.134579 = -1300416.489474
  nChanged 18
		SP:Iteration 58Q (194816.240000 sec): 3 clusters
  Score: Raw -1303552.574674 + Penalty 3128.134579 = -1300424.440095
  nChanged 19
		SP:Iteration 59Q (194816.410000 sec): 3 clusters
  Score: Raw -1303562.669661 + Penalty 3128.134579 = -1300434.535081
  nChanged 15
		SP:Iteration 60F (194816.680000 sec): 3 clusters
  Score: Raw -1303567.530357 + Penalty 3128.134579 = -1300439.395777
  nChanged 8
		SP:Iteration 61Q (194816.890000 sec): 3 clusters
  Score: Raw -1303568.827169 + Penalty 3128.134579 = -1300440.692590
  nChanged 4
		SP:Iteration 62Q (194817.120000 sec): 3 clusters
  Score: Raw -1303569.613661 + Penalty 3128.134579 = -1300441.479082
  nChanged 2
		SP:Iteration 63Q (194817.360000 sec): 3 clusters
  Score: Raw -1303570.708088 + Penalty 3128.134579 = -1300442.573509
  nChanged 2
		SP:Iteration 64Q (194817.590000 sec): 3 clusters
  Score: Raw -1303571.506527 + Penalty 3128.134579 = -1300443.371948
  nChanged 2
		SP:Iteration 65Q (194817.800000 sec): 3 clusters
  Score: Raw -1303572.390816 + Penalty 3128.134579 = -1300444.256237
  nChanged 4
		SP:Iteration 66Q (194818.030000 sec): 3 clusters
  Score: Raw -1303573.841964 + Penalty 3128.134579 = -1300445.707385
  nChanged 8
		SP:Iteration 67Q (194818.210000 sec): 3 clusters
  Score: Raw -1303576.629006 + Penalty 3128.134579 = -1300448.494427
  nChanged 9
		SP:Iteration 68Q (194818.440000 sec): 3 clusters
  Score: Raw -1303579.954000 + Penalty 3128.134579 = -1300451.819420
  nChanged 8
		SP:Iteration 69Q (194818.670000 sec): 3 clusters
  Score: Raw -1303583.167339 + Penalty 3128.134579 = -1300455.032759
  nChanged 3
		SP:Iteration 70Q (194818.910000 sec): 3 clusters
  Score: Raw -1303584.368049 + Penalty 3128.134579 = -1300456.233470
  nChanged 2
		SP:Iteration 71Q (194819.160000 sec): 3 clusters
  Score: Raw -1303585.173537 + Penalty 3128.134579 = -1300457.038958
  nChanged 2
		SP:Iteration 72Q (194819.370000 sec): 3 clusters
  Score: Raw -1303585.817410 + Penalty 3128.134579 = -1300457.682831
  nChanged 0
		SP:Iteration 73F (194819.640000 sec): 3 clusters
  Score: Raw -1303585.817410 + Penalty 3128.134579 = -1300457.682831
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 62 (7188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194819.730000 sec): 2 clusters
  Score: Raw -600870.282425 + Penalty 1443.027340 = -599427.255085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194819.920000 sec): 3 clusters
  Score: Raw -596984.139549 + Penalty 2886.054681 = -594098.084868
  nChanged 2975
		SP:Iteration 1F (194820.120000 sec): 3 clusters
  Score: Raw -598735.339017 + Penalty 2886.054681 = -595849.284336
  nChanged 514
		SP:Iteration 2F (194820.350000 sec): 3 clusters
  Score: Raw -599067.331584 + Penalty 2886.054681 = -596181.276904
  nChanged 432
		SP:Iteration 3F (194820.530000 sec): 3 clusters
  Score: Raw -599359.727880 + Penalty 2886.054681 = -596473.673199
  nChanged 413
		SP:Iteration 4F (194820.740000 sec): 3 clusters
  Score: Raw -599632.026265 + Penalty 2886.054681 = -596745.971584
  nChanged 384
		SP:Iteration 5F (194820.940000 sec): 3 clusters
  Score: Raw -599940.753983 + Penalty 2886.054681 = -597054.699303
  nChanged 398
		SP:Iteration 6F (194821.180000 sec): 3 clusters
  Score: Raw -600289.109840 + Penalty 2886.054681 = -597403.055159
  nChanged 401
		SP:Iteration 7F (194821.350000 sec): 3 clusters
  Score: Raw -600659.247996 + Penalty 2886.054681 = -597773.193315
  nChanged 398
		SP:Iteration 8F (194821.570000 sec): 3 clusters
  Score: Raw -600987.185493 + Penalty 2886.054681 = -598101.130812
  nChanged 313
		SP:Iteration 9Q (194821.730000 sec): 3 clusters
  Score: Raw -601223.139187 + Penalty 2886.054681 = -598337.084507
  nChanged 228
		SP:Iteration 10Q (194821.920000 sec): 3 clusters
  Score: Raw -601374.200577 + Penalty 2886.054681 = -598488.145896
  nChanged 162
		SP:Iteration 11Q (194822.100000 sec): 3 clusters
  Score: Raw -601461.567783 + Penalty 2886.054681 = -598575.513102
  nChanged 104
		SP:Iteration 12Q (194822.330000 sec): 3 clusters
  Score: Raw -601502.542544 + Penalty 2886.054681 = -598616.487863
  nChanged 73
		SP:Iteration 13Q (194822.500000 sec): 3 clusters
  Score: Raw -601531.806977 + Penalty 2886.054681 = -598645.752297
  nChanged 56
		SP:Iteration 14Q (194822.700000 sec): 3 clusters
  Score: Raw -601550.165041 + Penalty 2886.054681 = -598664.110360
  nChanged 49
		SP:Iteration 15Q (194822.900000 sec): 3 clusters
  Score: Raw -601562.091063 + Penalty 2886.054681 = -598676.036383
  nChanged 31
		SP:Iteration 16Q (194823.070000 sec): 3 clusters
  Score: Raw -601568.697245 + Penalty 2886.054681 = -598682.642565
  nChanged 25
		SP:Iteration 17Q (194823.250000 sec): 3 clusters
  Score: Raw -601573.665813 + Penalty 2886.054681 = -598687.611133
  nChanged 18
		SP:Iteration 18Q (194823.460000 sec): 3 clusters
  Score: Raw -601576.104104 + Penalty 2886.054681 = -598690.049423
  nChanged 15
		SP:Iteration 19Q (194823.660000 sec): 3 clusters
  Score: Raw -601578.381415 + Penalty 2886.054681 = -598692.326735
  nChanged 16
		SP:Iteration 20F (194823.840000 sec): 3 clusters
  Score: Raw -601581.676379 + Penalty 2886.054681 = -598695.621699
  nChanged 10
		SP:Iteration 21Q (194824.040000 sec): 3 clusters
  Score: Raw -601584.067878 + Penalty 2886.054681 = -598698.013197
  nChanged 10
		SP:Iteration 22Q (194824.240000 sec): 3 clusters
  Score: Raw -601585.802362 + Penalty 2886.054681 = -598699.747682
  nChanged 8
		SP:Iteration 23Q (194824.420000 sec): 3 clusters
  Score: Raw -601586.862287 + Penalty 2886.054681 = -598700.807606
  nChanged 8
		SP:Iteration 24Q (194824.630000 sec): 3 clusters
  Score: Raw -601588.216432 + Penalty 2886.054681 = -598702.161751
  nChanged 7
		SP:Iteration 25Q (194824.860000 sec): 3 clusters
  Score: Raw -601589.296284 + Penalty 2886.054681 = -598703.241603
  nChanged 5
		SP:Iteration 26Q (194825.050000 sec): 3 clusters
  Score: Raw -601589.731080 + Penalty 2886.054681 = -598703.676399
  nChanged 2
		SP:Iteration 27Q (194825.220000 sec): 3 clusters
  Score: Raw -601589.966261 + Penalty 2886.054681 = -598703.911580
  nChanged 3
		SP:Iteration 28Q (194825.430000 sec): 3 clusters
  Score: Raw -601590.199092 + Penalty 2886.054681 = -598704.144412
  nChanged 2
		SP:Iteration 29Q (194825.600000 sec): 3 clusters
  Score: Raw -601590.395970 + Penalty 2886.054681 = -598704.341289
  nChanged 1
		SP:Iteration 30Q (194825.810000 sec): 3 clusters
  Score: Raw -601590.628850 + Penalty 2886.054681 = -598704.574169
  nChanged 1
		SP:Iteration 31Q (194826.030000 sec): 3 clusters
  Score: Raw -601590.828238 + Penalty 2886.054681 = -598704.773557
  nChanged 2
		SP:Iteration 32Q (194826.200000 sec): 3 clusters
  Score: Raw -601591.027350 + Penalty 2886.054681 = -598704.972670
  nChanged 2
		SP:Iteration 33Q (194826.380000 sec): 3 clusters
  Score: Raw -601591.275666 + Penalty 2886.054681 = -598705.220986
  nChanged 2
		SP:Iteration 34Q (194826.620000 sec): 3 clusters
  Score: Raw -601591.525497 + Penalty 2886.054681 = -598705.470817
  nChanged 0
		SP:Iteration 35F (194826.820000 sec): 3 clusters
  Score: Raw -601591.525497 + Penalty 2886.054681 = -598705.470817
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 63 (20087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194826.960000 sec): 2 clusters
  Score: Raw -1555131.161133 + Penalty 1610.022069 = -1553521.139064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194827.210000 sec): 3 clusters
  Score: Raw -1543039.021262 + Penalty 3220.044139 = -1539818.977123
  nChanged 9089
		SP:Iteration 1F (194827.460000 sec): 3 clusters
  Score: Raw -1548317.644889 + Penalty 3220.044139 = -1545097.600751
  nChanged 1232
		SP:Iteration 2F (194827.700000 sec): 3 clusters
  Score: Raw -1548967.127801 + Penalty 3220.044139 = -1545747.083662
  nChanged 1241
		SP:Iteration 3F (194827.940000 sec): 3 clusters
  Score: Raw -1549696.864632 + Penalty 3220.044139 = -1546476.820493
  nChanged 1295
		SP:Iteration 4F (194828.210000 sec): 3 clusters
  Score: Raw -1550505.016803 + Penalty 3220.044139 = -1547284.972665
  nChanged 1314
		SP:Iteration 5F (194828.470000 sec): 3 clusters
  Score: Raw -1551389.070892 + Penalty 3220.044139 = -1548169.026753
  nChanged 1191
		SP:Iteration 6F (194828.710000 sec): 3 clusters
  Score: Raw -1552236.424889 + Penalty 3220.044139 = -1549016.380751
  nChanged 1100
		SP:Iteration 7F (194828.960000 sec): 3 clusters
  Score: Raw -1553003.530674 + Penalty 3220.044139 = -1549783.486535
  nChanged 919
		SP:Iteration 8Q (194829.230000 sec): 3 clusters
  Score: Raw -1553708.663082 + Penalty 3220.044139 = -1550488.618944
  nChanged 763
		SP:Iteration 9Q (194829.480000 sec): 3 clusters
  Score: Raw -1554251.458352 + Penalty 3220.044139 = -1551031.414214
  nChanged 601
		SP:Iteration 10Q (194829.700000 sec): 3 clusters
  Score: Raw -1554679.680151 + Penalty 3220.044139 = -1551459.636013
  nChanged 486
		SP:Iteration 11Q (194829.940000 sec): 3 clusters
  Score: Raw -1555015.593316 + Penalty 3220.044139 = -1551795.549178
  nChanged 361
		SP:Iteration 12Q (194830.170000 sec): 3 clusters
  Score: Raw -1555245.637717 + Penalty 3220.044139 = -1552025.593579
  nChanged 261
		SP:Iteration 13Q (194830.390000 sec): 3 clusters
  Score: Raw -1555392.538646 + Penalty 3220.044139 = -1552172.494507
  nChanged 198
		SP:Iteration 14Q (194830.690000 sec): 3 clusters
  Score: Raw -1555497.681053 + Penalty 3220.044139 = -1552277.636914
  nChanged 148
		SP:Iteration 15Q (194830.920000 sec): 3 clusters
  Score: Raw -1555574.989336 + Penalty 3220.044139 = -1552354.945197
  nChanged 108
		SP:Iteration 16Q (194831.160000 sec): 3 clusters
  Score: Raw -1555628.971360 + Penalty 3220.044139 = -1552408.927221
  nChanged 83
		SP:Iteration 17Q (194831.430000 sec): 3 clusters
  Score: Raw -1555664.405967 + Penalty 3220.044139 = -1552444.361829
  nChanged 60
		SP:Iteration 18Q (194831.660000 sec): 3 clusters
  Score: Raw -1555690.683703 + Penalty 3220.044139 = -1552470.639564
  nChanged 44
		SP:Iteration 19Q (194831.880000 sec): 3 clusters
  Score: Raw -1555711.070277 + Penalty 3220.044139 = -1552491.026139
  nChanged 43
		SP:Iteration 20F (194832.110000 sec): 3 clusters
  Score: Raw -1555728.843367 + Penalty 3220.044139 = -1552508.799228
  nChanged 26
		SP:Iteration 21Q (194832.350000 sec): 3 clusters
  Score: Raw -1555738.744726 + Penalty 3220.044139 = -1552518.700587
  nChanged 19
		SP:Iteration 22Q (194832.590000 sec): 3 clusters
  Score: Raw -1555745.288427 + Penalty 3220.044139 = -1552525.244289
  nChanged 18
		SP:Iteration 23Q (194832.860000 sec): 3 clusters
  Score: Raw -1555753.054758 + Penalty 3220.044139 = -1552533.010620
  nChanged 15
		SP:Iteration 24Q (194833.090000 sec): 3 clusters
  Score: Raw -1555758.466065 + Penalty 3220.044139 = -1552538.421927
  nChanged 13
		SP:Iteration 25Q (194833.370000 sec): 3 clusters
  Score: Raw -1555764.465017 + Penalty 3220.044139 = -1552544.420879
  nChanged 14
		SP:Iteration 26Q (194833.580000 sec): 3 clusters
  Score: Raw -1555770.437436 + Penalty 3220.044139 = -1552550.393297
  nChanged 12
		SP:Iteration 27Q (194833.850000 sec): 3 clusters
  Score: Raw -1555774.285061 + Penalty 3220.044139 = -1552554.240923
  nChanged 7
		SP:Iteration 28Q (194834.120000 sec): 3 clusters
  Score: Raw -1555776.427512 + Penalty 3220.044139 = -1552556.383373
  nChanged 5
		SP:Iteration 29Q (194834.370000 sec): 3 clusters
  Score: Raw -1555777.826780 + Penalty 3220.044139 = -1552557.782641
  nChanged 5
		SP:Iteration 30Q (194834.570000 sec): 3 clusters
  Score: Raw -1555779.472901 + Penalty 3220.044139 = -1552559.428763
  nChanged 4
		SP:Iteration 31Q (194834.830000 sec): 3 clusters
  Score: Raw -1555780.324283 + Penalty 3220.044139 = -1552560.280145
  nChanged 2
		SP:Iteration 32Q (194835.050000 sec): 3 clusters
  Score: Raw -1555781.298689 + Penalty 3220.044139 = -1552561.254550
  nChanged 4
		SP:Iteration 33Q (194835.340000 sec): 3 clusters
  Score: Raw -1555782.439380 + Penalty 3220.044139 = -1552562.395241
  nChanged 2
		SP:Iteration 34Q (194835.570000 sec): 3 clusters
  Score: Raw -1555783.231246 + Penalty 3220.044139 = -1552563.187108
  nChanged 2
		SP:Iteration 35Q (194835.840000 sec): 3 clusters
  Score: Raw -1555783.840337 + Penalty 3220.044139 = -1552563.796199
  nChanged 2
		SP:Iteration 36Q (194836.070000 sec): 3 clusters
  Score: Raw -1555784.353044 + Penalty 3220.044139 = -1552564.308905
  nChanged 2
		SP:Iteration 37Q (194836.310000 sec): 3 clusters
  Score: Raw -1555784.918822 + Penalty 3220.044139 = -1552564.874684
  nChanged 2
		SP:Iteration 38Q (194836.530000 sec): 3 clusters
  Score: Raw -1555785.212337 + Penalty 3220.044139 = -1552565.168199
  nChanged 0
		SP:Iteration 39F (194836.800000 sec): 3 clusters
  Score: Raw -1555785.212337 + Penalty 3220.044139 = -1552565.168199
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 64 (3268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194836.910000 sec): 2 clusters
  Score: Raw -234393.687514 + Penalty 1314.939187 = -233078.748327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194837.100000 sec): 3 clusters
  Score: Raw -232802.275754 + Penalty 2629.878373 = -230172.397380
  nChanged 1318
		SP:Iteration 1F (194837.270000 sec): 3 clusters
  Score: Raw -233668.541601 + Penalty 2629.878373 = -231038.663228
  nChanged 273
		SP:Iteration 2F (194837.450000 sec): 3 clusters
  Score: Raw -233894.722905 + Penalty 2629.878373 = -231264.844532
  nChanged 219
		SP:Iteration 3F (194837.640000 sec): 3 clusters
  Score: Raw -234078.629597 + Penalty 2629.878373 = -231448.751223
  nChanged 205
		SP:Iteration 4F (194837.850000 sec): 3 clusters
  Score: Raw -234258.960331 + Penalty 2629.878373 = -231629.081958
  nChanged 178
		SP:Iteration 5F (194838.020000 sec): 3 clusters
  Score: Raw -234422.147339 + Penalty 2629.878373 = -231792.268966
  nChanged 147
		SP:Iteration 6Q (194838.210000 sec): 3 clusters
  Score: Raw -234559.496263 + Penalty 2629.878373 = -231929.617890
  nChanged 132
		SP:Iteration 7Q (194838.410000 sec): 3 clusters
  Score: Raw -234700.663502 + Penalty 2629.878373 = -232070.785129
  nChanged 129
		SP:Iteration 8Q (194838.580000 sec): 3 clusters
  Score: Raw -234821.533454 + Penalty 2629.878373 = -232191.655081
  nChanged 98
		SP:Iteration 9Q (194838.770000 sec): 3 clusters
  Score: Raw -234901.100622 + Penalty 2629.878373 = -232271.222249
  nChanged 91
		SP:Iteration 10Q (194838.960000 sec): 3 clusters
  Score: Raw -234967.345274 + Penalty 2629.878373 = -232337.466901
  nChanged 65
		SP:Iteration 11Q (194839.160000 sec): 3 clusters
  Score: Raw -235011.398380 + Penalty 2629.878373 = -232381.520007
  nChanged 58
		SP:Iteration 12Q (194839.350000 sec): 3 clusters
  Score: Raw -235058.023746 + Penalty 2629.878373 = -232428.145372
  nChanged 51
		SP:Iteration 13Q (194839.500000 sec): 3 clusters
  Score: Raw -235102.936665 + Penalty 2629.878373 = -232473.058292
  nChanged 39
		SP:Iteration 14Q (194839.690000 sec): 3 clusters
  Score: Raw -235123.628358 + Penalty 2629.878373 = -232493.749985
  nChanged 23
		SP:Iteration 15Q (194839.890000 sec): 3 clusters
  Score: Raw -235141.098575 + Penalty 2629.878373 = -232511.220201
  nChanged 25
		SP:Iteration 16Q (194840.040000 sec): 3 clusters
  Score: Raw -235157.866575 + Penalty 2629.878373 = -232527.988202
  nChanged 17
		SP:Iteration 17Q (194840.280000 sec): 3 clusters
  Score: Raw -235168.152654 + Penalty 2629.878373 = -232538.274281
  nChanged 22
		SP:Iteration 18Q (194840.460000 sec): 3 clusters
  Score: Raw -235179.054168 + Penalty 2629.878373 = -232549.175795
  nChanged 17
		SP:Iteration 19Q (194840.620000 sec): 3 clusters
  Score: Raw -235188.723141 + Penalty 2629.878373 = -232558.844768
  nChanged 26
		SP:Iteration 20F (194840.790000 sec): 3 clusters
  Score: Raw -235207.001416 + Penalty 2629.878373 = -232577.123043
  nChanged 25
		SP:Iteration 21Q (194840.980000 sec): 3 clusters
  Score: Raw -235219.173698 + Penalty 2629.878373 = -232589.295324
  nChanged 25
		SP:Iteration 22Q (194841.210000 sec): 3 clusters
  Score: Raw -235229.656700 + Penalty 2629.878373 = -232599.778327
  nChanged 22
		SP:Iteration 23Q (194841.380000 sec): 3 clusters
  Score: Raw -235235.341415 + Penalty 2629.878373 = -232605.463041
  nChanged 11
		SP:Iteration 24Q (194841.580000 sec): 3 clusters
  Score: Raw -235237.616009 + Penalty 2629.878373 = -232607.737636
  nChanged 7
		SP:Iteration 25Q (194841.750000 sec): 3 clusters
  Score: Raw -235239.241813 + Penalty 2629.878373 = -232609.363440
  nChanged 4
		SP:Iteration 26Q (194841.900000 sec): 3 clusters
  Score: Raw -235240.856045 + Penalty 2629.878373 = -232610.977672
  nChanged 4
		SP:Iteration 27Q (194842.100000 sec): 3 clusters
  Score: Raw -235242.336744 + Penalty 2629.878373 = -232612.458371
  nChanged 6
		SP:Iteration 28Q (194842.300000 sec): 3 clusters
  Score: Raw -235243.363180 + Penalty 2629.878373 = -232613.484807
  nChanged 5
		SP:Iteration 29Q (194842.480000 sec): 3 clusters
  Score: Raw -235244.243446 + Penalty 2629.878373 = -232614.365073
  nChanged 4
		SP:Iteration 30Q (194842.670000 sec): 3 clusters
  Score: Raw -235244.952156 + Penalty 2629.878373 = -232615.073783
  nChanged 2
		SP:Iteration 31Q (194842.830000 sec): 3 clusters
  Score: Raw -235245.610815 + Penalty 2629.878373 = -232615.732442
  nChanged 3
		SP:Iteration 32Q (194843.030000 sec): 3 clusters
  Score: Raw -235246.474013 + Penalty 2629.878373 = -232616.595640
  nChanged 2
		SP:Iteration 33Q (194843.200000 sec): 3 clusters
  Score: Raw -235247.088427 + Penalty 2629.878373 = -232617.210054
  nChanged 1
		SP:Iteration 34Q (194843.390000 sec): 3 clusters
  Score: Raw -235247.469040 + Penalty 2629.878373 = -232617.590667
  nChanged 1
		SP:Iteration 35Q (194843.550000 sec): 3 clusters
  Score: Raw -235247.622492 + Penalty 2629.878373 = -232617.744118
  nChanged 0
		SP:Iteration 36F (194843.770000 sec): 3 clusters
  Score: Raw -235247.622492 + Penalty 2629.878373 = -232617.744118
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 65 (633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194843.820000 sec): 2 clusters
  Score: Raw -50415.273356 + Penalty 1048.201444 = -49367.071913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194844.050000 sec): 3 clusters
  Score: Raw -50263.966842 + Penalty 2096.402887 = -48167.563955
  nChanged 163
		SP:Iteration 1F (194844.220000 sec): 3 clusters
  Score: Raw -50476.368571 + Penalty 2096.402887 = -48379.965683
  nChanged 43
		SP:Iteration 2F (194844.390000 sec): 3 clusters
  Score: Raw -50536.289745 + Penalty 2096.402887 = -48439.886858
  nChanged 19
		SP:Iteration 3Q (194844.580000 sec): 3 clusters
  Score: Raw -50560.090374 + Penalty 2096.402887 = -48463.687487
  nChanged 10
		SP:Iteration 4Q (194844.720000 sec): 3 clusters
  Score: Raw -50572.217590 + Penalty 2096.402887 = -48475.814703
  nChanged 12
		SP:Iteration 5Q (194844.910000 sec): 3 clusters
  Score: Raw -50600.985047 + Penalty 2096.402887 = -48504.582160
  nChanged 23
		SP:Iteration 6Q (194845.110000 sec): 3 clusters
  Score: Raw -50691.038405 + Penalty 2096.402887 = -48594.635518
  nChanged 32
		SP:Iteration 7F (194845.290000 sec): 3 clusters
  Score: Raw -50913.157315 + Penalty 2096.402887 = -48816.754428
  nChanged 32
		SP:Iteration 8F (194845.470000 sec): 3 clusters
  Score: Raw -51053.579923 + Penalty 2096.402887 = -48957.177035
  nChanged 34
		SP:Iteration 9F (194845.610000 sec): 3 clusters
  Score: Raw -51120.345144 + Penalty 2096.402887 = -49023.942257
  nChanged 22
		SP:Iteration 10Q (194845.790000 sec): 3 clusters
  Score: Raw -51165.936755 + Penalty 2096.402887 = -49069.533868
  nChanged 13
		SP:Iteration 11Q (194845.990000 sec): 3 clusters
  Score: Raw -51194.045864 + Penalty 2096.402887 = -49097.642977
  nChanged 8
		SP:Iteration 12Q (194846.150000 sec): 3 clusters
  Score: Raw -51204.074439 + Penalty 2096.402887 = -49107.671552
  nChanged 4
		SP:Iteration 13Q (194846.360000 sec): 3 clusters
  Score: Raw -51210.954589 + Penalty 2096.402887 = -49114.551702
  nChanged 1
		SP:Iteration 14Q (194846.510000 sec): 3 clusters
  Score: Raw -51212.059237 + Penalty 2096.402887 = -49115.656350
  nChanged 1
		SP:Iteration 15Q (194846.700000 sec): 3 clusters
  Score: Raw -51213.205696 + Penalty 2096.402887 = -49116.802809
  nChanged 0
		SP:Iteration 16F (194846.860000 sec): 3 clusters
  Score: Raw -51213.205696 + Penalty 2096.402887 = -49116.802809
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 66 (7184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194847.000000 sec): 2 clusters
  Score: Raw -605977.644141 + Penalty 1442.936887 = -604534.707255
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194847.200000 sec): 3 clusters
  Score: Raw -602094.595031 + Penalty 2885.873773 = -599208.721258
  nChanged 2997
		SP:Iteration 1F (194847.400000 sec): 3 clusters
  Score: Raw -603739.079893 + Penalty 2885.873773 = -600853.206120
  nChanged 534
		SP:Iteration 2F (194847.600000 sec): 3 clusters
  Score: Raw -604030.403307 + Penalty 2885.873773 = -601144.529534
  nChanged 466
		SP:Iteration 3F (194847.810000 sec): 3 clusters
  Score: Raw -604285.330941 + Penalty 2885.873773 = -601399.457167
  nChanged 403
		SP:Iteration 4F (194847.990000 sec): 3 clusters
  Score: Raw -604541.001856 + Penalty 2885.873773 = -601655.128083
  nChanged 408
		SP:Iteration 5F (194848.190000 sec): 3 clusters
  Score: Raw -604844.363917 + Penalty 2885.873773 = -601958.490144
  nChanged 428
		SP:Iteration 6F (194848.390000 sec): 3 clusters
  Score: Raw -605188.191431 + Penalty 2885.873773 = -602302.317657
  nChanged 385
		SP:Iteration 7F (194848.600000 sec): 3 clusters
  Score: Raw -605500.099244 + Penalty 2885.873773 = -602614.225471
  nChanged 348
		SP:Iteration 8Q (194848.820000 sec): 3 clusters
  Score: Raw -605786.280475 + Penalty 2885.873773 = -602900.406701
  nChanged 332
		SP:Iteration 9Q (194849.020000 sec): 3 clusters
  Score: Raw -606048.689382 + Penalty 2885.873773 = -603162.815609
  nChanged 235
		SP:Iteration 10Q (194849.230000 sec): 3 clusters
  Score: Raw -606209.753576 + Penalty 2885.873773 = -603323.879802
  nChanged 189
		SP:Iteration 11Q (194849.400000 sec): 3 clusters
  Score: Raw -606327.028502 + Penalty 2885.873773 = -603441.154729
  nChanged 134
		SP:Iteration 12Q (194849.600000 sec): 3 clusters
  Score: Raw -606404.122468 + Penalty 2885.873773 = -603518.248695
  nChanged 101
		SP:Iteration 13Q (194849.830000 sec): 3 clusters
  Score: Raw -606460.237175 + Penalty 2885.873773 = -603574.363401
  nChanged 80
		SP:Iteration 14Q (194850.020000 sec): 3 clusters
  Score: Raw -606506.724786 + Penalty 2885.873773 = -603620.851013
  nChanged 64
		SP:Iteration 15Q (194850.230000 sec): 3 clusters
  Score: Raw -606543.422593 + Penalty 2885.873773 = -603657.548819
  nChanged 55
		SP:Iteration 16Q (194850.420000 sec): 3 clusters
  Score: Raw -606574.296871 + Penalty 2885.873773 = -603688.423098
  nChanged 50
		SP:Iteration 17Q (194850.640000 sec): 3 clusters
  Score: Raw -606602.716328 + Penalty 2885.873773 = -603716.842555
  nChanged 45
		SP:Iteration 18Q (194850.790000 sec): 3 clusters
  Score: Raw -606632.176283 + Penalty 2885.873773 = -603746.302510
  nChanged 41
		SP:Iteration 19Q (194851.000000 sec): 3 clusters
  Score: Raw -606661.230390 + Penalty 2885.873773 = -603775.356616
  nChanged 28
		SP:Iteration 20F (194851.210000 sec): 3 clusters
  Score: Raw -606680.891601 + Penalty 2885.873773 = -603795.017827
  nChanged 27
		SP:Iteration 21Q (194851.410000 sec): 3 clusters
  Score: Raw -606693.130622 + Penalty 2885.873773 = -603807.256849
  nChanged 23
		SP:Iteration 22Q (194851.660000 sec): 3 clusters
  Score: Raw -606706.106841 + Penalty 2885.873773 = -603820.233068
  nChanged 26
		SP:Iteration 23Q (194851.810000 sec): 3 clusters
  Score: Raw -606717.662088 + Penalty 2885.873773 = -603831.788315
  nChanged 20
		SP:Iteration 24Q (194852.020000 sec): 3 clusters
  Score: Raw -606726.790590 + Penalty 2885.873773 = -603840.916817
  nChanged 17
		SP:Iteration 25Q (194852.230000 sec): 3 clusters
  Score: Raw -606732.856036 + Penalty 2885.873773 = -603846.982263
  nChanged 10
		SP:Iteration 26Q (194852.460000 sec): 3 clusters
  Score: Raw -606735.811411 + Penalty 2885.873773 = -603849.937637
  nChanged 3
		SP:Iteration 27Q (194852.630000 sec): 3 clusters
  Score: Raw -606736.660025 + Penalty 2885.873773 = -603850.786252
  nChanged 3
		SP:Iteration 28Q (194852.870000 sec): 3 clusters
  Score: Raw -606737.809238 + Penalty 2885.873773 = -603851.935465
  nChanged 3
		SP:Iteration 29Q (194853.040000 sec): 3 clusters
  Score: Raw -606738.505566 + Penalty 2885.873773 = -603852.631793
  nChanged 4
		SP:Iteration 30Q (194853.230000 sec): 3 clusters
  Score: Raw -606739.353691 + Penalty 2885.873773 = -603853.479918
  nChanged 1
		SP:Iteration 31Q (194853.460000 sec): 3 clusters
  Score: Raw -606739.595523 + Penalty 2885.873773 = -603853.721750
  nChanged 1
		SP:Iteration 32Q (194853.640000 sec): 3 clusters
  Score: Raw -606739.899951 + Penalty 2885.873773 = -603854.026178
  nChanged 0
		SP:Iteration 33F (194853.820000 sec): 3 clusters
  Score: Raw -606739.899951 + Penalty 2885.873773 = -603854.026178
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 67 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194853.900000 sec): 2 clusters
  Score: Raw -36397.415947 + Penalty 986.494881 = -35410.921066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194854.100000 sec): 3 clusters
  Score: Raw -36380.731637 + Penalty 1972.989762 = -34407.741875
  nChanged 96
		SP:Iteration 1F (194854.320000 sec): 3 clusters
  Score: Raw -36588.349228 + Penalty 1972.989762 = -34615.359467
  nChanged 21
		SP:Iteration 2Q (194854.490000 sec): 3 clusters
  Score: Raw -36631.468600 + Penalty 1972.989762 = -34658.478839
  nChanged 13
		SP:Iteration 3Q (194854.660000 sec): 3 clusters
  Score: Raw -36649.779697 + Penalty 1972.989762 = -34676.789935
  nChanged 6
		SP:Iteration 4Q (194854.900000 sec): 3 clusters
  Score: Raw -36657.835991 + Penalty 1972.989762 = -34684.846230
  nChanged 3
		SP:Iteration 5Q (194855.110000 sec): 3 clusters
  Score: Raw -36662.553717 + Penalty 1972.989762 = -34689.563956
  nChanged 1
		SP:Iteration 6Q (194855.270000 sec): 3 clusters
  Score: Raw -36664.316113 + Penalty 1972.989762 = -34691.326351
  nChanged 2
		SP:Iteration 7Q (194855.440000 sec): 3 clusters
  Score: Raw -36668.304686 + Penalty 1972.989762 = -34695.314924
  nChanged 1
		SP:Iteration 8Q (194855.640000 sec): 3 clusters
  Score: Raw -36670.057281 + Penalty 1972.989762 = -34697.067519
  nChanged 1
		SP:Iteration 9Q (194855.830000 sec): 3 clusters
  Score: Raw -36671.359326 + Penalty 1972.989762 = -34698.369564
  nChanged 0
		SP:Iteration 10F (194856.030000 sec): 3 clusters
  Score: Raw -36671.359326 + Penalty 1972.989762 = -34698.369564
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 68 (14659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194856.180000 sec): 2 clusters
  Score: Raw -1248597.598018 + Penalty 1558.831586 = -1247038.766432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194856.390000 sec): 3 clusters
  Score: Raw -1239957.869128 + Penalty 3117.663172 = -1236840.205956
  nChanged 6564
		SP:Iteration 1F (194856.610000 sec): 3 clusters
  Score: Raw -1243466.127616 + Penalty 3117.663172 = -1240348.464444
  nChanged 802
		SP:Iteration 2F (194856.820000 sec): 3 clusters
  Score: Raw -1243769.324864 + Penalty 3117.663172 = -1240651.661692
  nChanged 712
		SP:Iteration 3Q (194857.020000 sec): 3 clusters
  Score: Raw -1244031.623288 + Penalty 3117.663172 = -1240913.960116
  nChanged 620
		SP:Iteration 4Q (194857.220000 sec): 3 clusters
  Score: Raw -1244276.506233 + Penalty 3117.663172 = -1241158.843061
  nChanged 596
		SP:Iteration 5Q (194857.410000 sec): 3 clusters
  Score: Raw -1244542.067430 + Penalty 3117.663172 = -1241424.404258
  nChanged 661
		SP:Iteration 6Q (194857.660000 sec): 3 clusters
  Score: Raw -1244877.480516 + Penalty 3117.663172 = -1241759.817344
  nChanged 694
		SP:Iteration 7Q (194857.900000 sec): 3 clusters
  Score: Raw -1245246.838918 + Penalty 3117.663172 = -1242129.175746
  nChanged 725
		SP:Iteration 8Q (194858.140000 sec): 3 clusters
  Score: Raw -1245677.312156 + Penalty 3117.663172 = -1242559.648984
  nChanged 725
		SP:Iteration 9Q (194858.370000 sec): 3 clusters
  Score: Raw -1246178.998058 + Penalty 3117.663172 = -1243061.334885
  nChanged 775
		SP:Iteration 10F (194858.650000 sec): 3 clusters
  Score: Raw -1246772.408368 + Penalty 3117.663172 = -1243654.745195
  nChanged 762
		SP:Iteration 11F (194858.880000 sec): 3 clusters
  Score: Raw -1247377.294452 + Penalty 3117.663172 = -1244259.631280
  nChanged 666
		SP:Iteration 12Q (194859.170000 sec): 3 clusters
  Score: Raw -1247951.584288 + Penalty 3117.663172 = -1244833.921116
  nChanged 553
		SP:Iteration 13Q (194859.400000 sec): 3 clusters
  Score: Raw -1248346.388387 + Penalty 3117.663172 = -1245228.725215
  nChanged 398
		SP:Iteration 14Q (194859.690000 sec): 3 clusters
  Score: Raw -1248610.242045 + Penalty 3117.663172 = -1245492.578873
  nChanged 286
		SP:Iteration 15Q (194859.910000 sec): 3 clusters
  Score: Raw -1248769.863387 + Penalty 3117.663172 = -1245652.200215
  nChanged 220
		SP:Iteration 16Q (194860.150000 sec): 3 clusters
  Score: Raw -1248877.873113 + Penalty 3117.663172 = -1245760.209941
  nChanged 182
		SP:Iteration 17Q (194860.390000 sec): 3 clusters
  Score: Raw -1248957.719759 + Penalty 3117.663172 = -1245840.056587
  nChanged 148
		SP:Iteration 18Q (194860.630000 sec): 3 clusters
  Score: Raw -1249008.494443 + Penalty 3117.663172 = -1245890.831271
  nChanged 104
		SP:Iteration 19Q (194860.820000 sec): 3 clusters
  Score: Raw -1249035.718134 + Penalty 3117.663172 = -1245918.054962
  nChanged 88
		SP:Iteration 20F (194861.100000 sec): 3 clusters
  Score: Raw -1249053.508681 + Penalty 3117.663172 = -1245935.845509
  nChanged 60
		SP:Iteration 21Q (194861.310000 sec): 3 clusters
  Score: Raw -1249063.985529 + Penalty 3117.663172 = -1245946.322357
  nChanged 45
		SP:Iteration 22Q (194861.590000 sec): 3 clusters
  Score: Raw -1249070.657458 + Penalty 3117.663172 = -1245952.994286
  nChanged 38
		SP:Iteration 23Q (194861.750000 sec): 3 clusters
  Score: Raw -1249075.380314 + Penalty 3117.663172 = -1245957.717142
  nChanged 27
		SP:Iteration 24Q (194861.970000 sec): 3 clusters
  Score: Raw -1249079.068697 + Penalty 3117.663172 = -1245961.405525
  nChanged 24
		SP:Iteration 25Q (194862.270000 sec): 3 clusters
  Score: Raw -1249081.844169 + Penalty 3117.663172 = -1245964.180997
  nChanged 16
		SP:Iteration 26Q (194862.440000 sec): 3 clusters
  Score: Raw -1249083.019013 + Penalty 3117.663172 = -1245965.355841
  nChanged 10
		SP:Iteration 27Q (194862.620000 sec): 3 clusters
  Score: Raw -1249083.820724 + Penalty 3117.663172 = -1245966.157552
  nChanged 7
		SP:Iteration 28Q (194862.870000 sec): 3 clusters
  Score: Raw -1249084.215044 + Penalty 3117.663172 = -1245966.551872
  nChanged 6
		SP:Iteration 29Q (194863.050000 sec): 3 clusters
  Score: Raw -1249084.592295 + Penalty 3117.663172 = -1245966.929123
  nChanged 5
		SP:Iteration 30Q (194863.330000 sec): 3 clusters
  Score: Raw -1249085.129274 + Penalty 3117.663172 = -1245967.466101
  nChanged 5
		SP:Iteration 31Q (194863.560000 sec): 3 clusters
  Score: Raw -1249085.428581 + Penalty 3117.663172 = -1245967.765409
  nChanged 5
		SP:Iteration 32Q (194863.800000 sec): 3 clusters
  Score: Raw -1249085.899241 + Penalty 3117.663172 = -1245968.236069
  nChanged 4
		SP:Iteration 33Q (194864.020000 sec): 3 clusters
  Score: Raw -1249086.063231 + Penalty 3117.663172 = -1245968.400059
  nChanged 2
		SP:Iteration 34Q (194864.270000 sec): 3 clusters
  Score: Raw -1249086.192634 + Penalty 3117.663172 = -1245968.529462
  nChanged 1
		SP:Iteration 35Q (194864.550000 sec): 3 clusters
  Score: Raw -1249086.292885 + Penalty 3117.663172 = -1245968.629712
  nChanged 2
		SP:Iteration 36Q (194864.790000 sec): 3 clusters
  Score: Raw -1249086.404149 + Penalty 3117.663172 = -1245968.740977
  nChanged 3
		SP:Iteration 37Q (194865.010000 sec): 3 clusters
  Score: Raw -1249086.621739 + Penalty 3117.663172 = -1245968.958567
  nChanged 3
		SP:Iteration 38Q (194865.240000 sec): 3 clusters
  Score: Raw -1249086.704647 + Penalty 3117.663172 = -1245969.041475
  nChanged 2
		SP:Iteration 39Q (194865.510000 sec): 3 clusters
  Score: Raw -1249086.809089 + Penalty 3117.663172 = -1245969.145917
  nChanged 2
		SP:Iteration 40F (194865.730000 sec): 3 clusters
  Score: Raw -1249086.999865 + Penalty 3117.663172 = -1245969.336693
  nChanged 2
		SP:Iteration 41Q (194866.010000 sec): 3 clusters
  Score: Raw -1249087.039539 + Penalty 3117.663172 = -1245969.376367
  nChanged 0
		SP:Iteration 42F (194866.230000 sec): 3 clusters
  Score: Raw -1249087.039539 + Penalty 3117.663172 = -1245969.376367
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 69 (520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194866.340000 sec): 2 clusters
  Score: Raw -45139.679809 + Penalty 1016.247182 = -44123.432627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194866.540000 sec): 3 clusters
  Score: Raw -45054.069916 + Penalty 2032.494364 = -43021.575552
  nChanged 131
		SP:Iteration 1F (194866.710000 sec): 3 clusters
  Score: Raw -45195.835641 + Penalty 2032.494364 = -43163.341277
  nChanged 30
		SP:Iteration 2F (194866.890000 sec): 3 clusters
  Score: Raw -45235.377435 + Penalty 2032.494364 = -43202.883071
  nChanged 14
		SP:Iteration 3Q (194867.110000 sec): 3 clusters
  Score: Raw -45246.869480 + Penalty 2032.494364 = -43214.375116
  nChanged 7
		SP:Iteration 4Q (194867.270000 sec): 3 clusters
  Score: Raw -45260.486135 + Penalty 2032.494364 = -43227.991771
  nChanged 5
		SP:Iteration 5Q (194867.430000 sec): 3 clusters
  Score: Raw -45272.020840 + Penalty 2032.494364 = -43239.526476
  nChanged 4
		SP:Iteration 6Q (194867.650000 sec): 3 clusters
  Score: Raw -45278.758606 + Penalty 2032.494364 = -43246.264242
  nChanged 0
		SP:Iteration 7F (194867.810000 sec): 3 clusters
  Score: Raw -45278.758606 + Penalty 2032.494364 = -43246.264242
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 70 (2051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194867.950000 sec): 2 clusters
  Score: Raw -166592.199966 + Penalty 1239.238448 = -165352.961518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194868.110000 sec): 3 clusters
  Score: Raw -165715.943104 + Penalty 2478.476896 = -163237.466208
  nChanged 713
		SP:Iteration 1F (194868.300000 sec): 3 clusters
  Score: Raw -166205.562480 + Penalty 2478.476896 = -163727.085584
  nChanged 175
		SP:Iteration 2F (194868.480000 sec): 3 clusters
  Score: Raw -166324.154527 + Penalty 2478.476896 = -163845.677631
  nChanged 88
		SP:Iteration 3Q (194868.690000 sec): 3 clusters
  Score: Raw -166396.382014 + Penalty 2478.476896 = -163917.905118
  nChanged 80
		SP:Iteration 4Q (194868.840000 sec): 3 clusters
  Score: Raw -166450.021331 + Penalty 2478.476896 = -163971.544434
  nChanged 60
		SP:Iteration 5Q (194869.050000 sec): 3 clusters
  Score: Raw -166487.979998 + Penalty 2478.476896 = -164009.503101
  nChanged 49
		SP:Iteration 6Q (194869.270000 sec): 3 clusters
  Score: Raw -166519.788021 + Penalty 2478.476896 = -164041.311124
  nChanged 40
		SP:Iteration 7Q (194869.410000 sec): 3 clusters
  Score: Raw -166560.493812 + Penalty 2478.476896 = -164082.016916
  nChanged 41
		SP:Iteration 8Q (194869.630000 sec): 3 clusters
  Score: Raw -166594.512862 + Penalty 2478.476896 = -164116.035966
  nChanged 46
		SP:Iteration 9Q (194869.760000 sec): 3 clusters
  Score: Raw -166626.719205 + Penalty 2478.476896 = -164148.242309
  nChanged 37
		SP:Iteration 10Q (194869.950000 sec): 3 clusters
  Score: Raw -166652.766252 + Penalty 2478.476896 = -164174.289356
  nChanged 34
		SP:Iteration 11Q (194870.170000 sec): 3 clusters
  Score: Raw -166674.603414 + Penalty 2478.476896 = -164196.126517
  nChanged 36
		SP:Iteration 12Q (194870.370000 sec): 3 clusters
  Score: Raw -166700.667237 + Penalty 2478.476896 = -164222.190341
  nChanged 29
		SP:Iteration 13Q (194870.530000 sec): 3 clusters
  Score: Raw -166722.883939 + Penalty 2478.476896 = -164244.407043
  nChanged 27
		SP:Iteration 14Q (194870.760000 sec): 3 clusters
  Score: Raw -166748.030749 + Penalty 2478.476896 = -164269.553853
  nChanged 31
		SP:Iteration 15Q (194870.920000 sec): 3 clusters
  Score: Raw -166779.511294 + Penalty 2478.476896 = -164301.034397
  nChanged 32
		SP:Iteration 16Q (194871.150000 sec): 3 clusters
  Score: Raw -166806.437263 + Penalty 2478.476896 = -164327.960367
  nChanged 24
		SP:Iteration 17Q (194871.330000 sec): 3 clusters
  Score: Raw -166823.588862 + Penalty 2478.476896 = -164345.111966
  nChanged 24
		SP:Iteration 18Q (194871.510000 sec): 3 clusters
  Score: Raw -166839.860198 + Penalty 2478.476896 = -164361.383301
  nChanged 16
		SP:Iteration 19Q (194871.730000 sec): 3 clusters
  Score: Raw -166850.873958 + Penalty 2478.476896 = -164372.397061
  nChanged 18
		SP:Iteration 20F (194871.950000 sec): 3 clusters
  Score: Raw -166863.587909 + Penalty 2478.476896 = -164385.111013
  nChanged 17
		SP:Iteration 21Q (194872.150000 sec): 3 clusters
  Score: Raw -166878.413271 + Penalty 2478.476896 = -164399.936374
  nChanged 24
		SP:Iteration 22Q (194872.370000 sec): 3 clusters
  Score: Raw -166911.529909 + Penalty 2478.476896 = -164433.053013
  nChanged 23
		SP:Iteration 23Q (194872.550000 sec): 3 clusters
  Score: Raw -166934.236757 + Penalty 2478.476896 = -164455.759861
  nChanged 23
		SP:Iteration 24Q (194872.750000 sec): 3 clusters
  Score: Raw -166955.064843 + Penalty 2478.476896 = -164476.587947
  nChanged 17
		SP:Iteration 25Q (194872.950000 sec): 3 clusters
  Score: Raw -166974.556567 + Penalty 2478.476896 = -164496.079670
  nChanged 14
		SP:Iteration 26Q (194873.170000 sec): 3 clusters
  Score: Raw -166987.227332 + Penalty 2478.476896 = -164508.750435
  nChanged 8
		SP:Iteration 27Q (194873.310000 sec): 3 clusters
  Score: Raw -166993.924589 + Penalty 2478.476896 = -164515.447692
  nChanged 7
		SP:Iteration 28Q (194873.500000 sec): 3 clusters
  Score: Raw -167003.519455 + Penalty 2478.476896 = -164525.042558
  nChanged 10
		SP:Iteration 29Q (194873.730000 sec): 3 clusters
  Score: Raw -167011.403641 + Penalty 2478.476896 = -164532.926745
  nChanged 9
		SP:Iteration 30Q (194873.900000 sec): 3 clusters
  Score: Raw -167021.813514 + Penalty 2478.476896 = -164543.336618
  nChanged 11
		SP:Iteration 31Q (194874.090000 sec): 3 clusters
  Score: Raw -167031.320300 + Penalty 2478.476896 = -164552.843403
  nChanged 10
		SP:Iteration 32Q (194874.290000 sec): 3 clusters
  Score: Raw -167038.162523 + Penalty 2478.476896 = -164559.685626
  nChanged 5
		SP:Iteration 33Q (194874.520000 sec): 3 clusters
  Score: Raw -167042.059887 + Penalty 2478.476896 = -164563.582990
  nChanged 1
		SP:Iteration 34Q (194874.690000 sec): 3 clusters
  Score: Raw -167042.581051 + Penalty 2478.476896 = -164564.104155
  nChanged 0
		SP:Iteration 35F (194874.850000 sec): 3 clusters
  Score: Raw -167042.581051 + Penalty 2478.476896 = -164564.104155
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 71 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194874.960000 sec): 2 clusters
  Score: Raw -36282.560112 + Penalty 977.625538 = -35304.934573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194875.190000 sec): 3 clusters
  Score: Raw -36269.983277 + Penalty 1955.251077 = -34314.732200
  nChanged 83
		SP:Iteration 1F (194875.410000 sec): 3 clusters
  Score: Raw -36407.580481 + Penalty 1955.251077 = -34452.329404
  nChanged 11
		SP:Iteration 2Q (194875.610000 sec): 3 clusters
  Score: Raw -36421.348364 + Penalty 1955.251077 = -34466.097287
  nChanged 4
		SP:Iteration 3Q (194875.790000 sec): 3 clusters
  Score: Raw -36427.031863 + Penalty 1955.251077 = -34471.780786
  nChanged 1
		SP:Iteration 4Q (194875.970000 sec): 3 clusters
  Score: Raw -36428.402556 + Penalty 1955.251077 = -34473.151479
  nChanged 0
		SP:Iteration 5F (194876.130000 sec): 3 clusters
  Score: Raw -36428.402556 + Penalty 1955.251077 = -34473.151479
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 72 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194876.240000 sec): 2 clusters
  Score: Raw -22670.541171 + Penalty 899.175792 = -21771.365379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194876.390000 sec): 3 clusters
  Score: Raw -22737.973507 + Penalty 1798.351584 = -20939.621923
  nChanged 28
		SP:Iteration 1F (194876.570000 sec): 3 clusters
  Score: Raw -22801.514670 + Penalty 1798.351584 = -21003.163086
  nChanged 10
		SP:Iteration 2Q (194876.790000 sec): 3 clusters
  Score: Raw -22824.733698 + Penalty 1798.351584 = -21026.382115
  nChanged 1
		SP:Iteration 3Q (194876.990000 sec): 3 clusters
  Score: Raw -22828.881602 + Penalty 1798.351584 = -21030.530018
  nChanged 0
		SP:Iteration 4F (194877.180000 sec): 3 clusters
  Score: Raw -22828.881602 + Penalty 1798.351584 = -21030.530018
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 73 (8575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194877.380000 sec): 2 clusters
  Score: Raw -689094.977733 + Penalty 1471.698519 = -687623.279214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194877.590000 sec): 3 clusters
  Score: Raw -684303.056247 + Penalty 2943.397038 = -681359.659208
  nChanged 3653
		SP:Iteration 1F (194877.860000 sec): 3 clusters
  Score: Raw -686377.050815 + Penalty 2943.397038 = -683433.653777
  nChanged 574
		SP:Iteration 2F (194878.060000 sec): 3 clusters
  Score: Raw -686645.044291 + Penalty 2943.397038 = -683701.647253
  nChanged 448
		SP:Iteration 3F (194878.290000 sec): 3 clusters
  Score: Raw -686874.937870 + Penalty 2943.397038 = -683931.540832
  nChanged 413
		SP:Iteration 4Q (194878.500000 sec): 3 clusters
  Score: Raw -687128.056301 + Penalty 2943.397038 = -684184.659263
  nChanged 448
		SP:Iteration 5F (194878.740000 sec): 3 clusters
  Score: Raw -687421.711477 + Penalty 2943.397038 = -684478.314439
  nChanged 450
		SP:Iteration 6F (194878.970000 sec): 3 clusters
  Score: Raw -687731.744154 + Penalty 2943.397038 = -684788.347116
  nChanged 392
		SP:Iteration 7Q (194879.210000 sec): 3 clusters
  Score: Raw -688010.866287 + Penalty 2943.397038 = -685067.469249
  nChanged 344
		SP:Iteration 8Q (194879.420000 sec): 3 clusters
  Score: Raw -688265.591110 + Penalty 2943.397038 = -685322.194072
  nChanged 322
		SP:Iteration 9Q (194879.640000 sec): 3 clusters
  Score: Raw -688495.416126 + Penalty 2943.397038 = -685552.019088
  nChanged 268
		SP:Iteration 10Q (194879.920000 sec): 3 clusters
  Score: Raw -688673.383100 + Penalty 2943.397038 = -685729.986061
  nChanged 223
		SP:Iteration 11Q (194880.090000 sec): 3 clusters
  Score: Raw -688824.087818 + Penalty 2943.397038 = -685880.690780
  nChanged 165
		SP:Iteration 12Q (194880.330000 sec): 3 clusters
  Score: Raw -688939.296654 + Penalty 2943.397038 = -685995.899616
  nChanged 148
		SP:Iteration 13Q (194880.550000 sec): 3 clusters
  Score: Raw -689054.972224 + Penalty 2943.397038 = -686111.575186
  nChanged 134
		SP:Iteration 14Q (194880.730000 sec): 3 clusters
  Score: Raw -689150.937082 + Penalty 2943.397038 = -686207.540044
  nChanged 112
		SP:Iteration 15Q (194880.990000 sec): 3 clusters
  Score: Raw -689224.360561 + Penalty 2943.397038 = -686280.963523
  nChanged 82
		SP:Iteration 16Q (194881.190000 sec): 3 clusters
  Score: Raw -689285.125138 + Penalty 2943.397038 = -686341.728100
  nChanged 68
		SP:Iteration 17Q (194881.380000 sec): 3 clusters
  Score: Raw -689341.434537 + Penalty 2943.397038 = -686398.037499
  nChanged 59
		SP:Iteration 18Q (194881.610000 sec): 3 clusters
  Score: Raw -689389.844208 + Penalty 2943.397038 = -686446.447170
  nChanged 56
		SP:Iteration 19Q (194881.810000 sec): 3 clusters
  Score: Raw -689431.489689 + Penalty 2943.397038 = -686488.092650
  nChanged 39
		SP:Iteration 20F (194881.990000 sec): 3 clusters
  Score: Raw -689458.155270 + Penalty 2943.397038 = -686514.758232
  nChanged 37
		SP:Iteration 21Q (194882.230000 sec): 3 clusters
  Score: Raw -689478.464969 + Penalty 2943.397038 = -686535.067930
  nChanged 24
		SP:Iteration 22Q (194882.470000 sec): 3 clusters
  Score: Raw -689494.244279 + Penalty 2943.397038 = -686550.847241
  nChanged 22
		SP:Iteration 23Q (194882.670000 sec): 3 clusters
  Score: Raw -689506.811529 + Penalty 2943.397038 = -686563.414490
  nChanged 16
		SP:Iteration 24Q (194882.890000 sec): 3 clusters
  Score: Raw -689515.563833 + Penalty 2943.397038 = -686572.166794
  nChanged 13
		SP:Iteration 25Q (194883.070000 sec): 3 clusters
  Score: Raw -689522.448730 + Penalty 2943.397038 = -686579.051692
  nChanged 12
		SP:Iteration 26Q (194883.330000 sec): 3 clusters
  Score: Raw -689533.191138 + Penalty 2943.397038 = -686589.794099
  nChanged 18
		SP:Iteration 27Q (194883.580000 sec): 3 clusters
  Score: Raw -689550.852743 + Penalty 2943.397038 = -686607.455704
  nChanged 25
		SP:Iteration 28Q (194883.810000 sec): 3 clusters
  Score: Raw -689570.094054 + Penalty 2943.397038 = -686626.697015
  nChanged 16
		SP:Iteration 29Q (194884.020000 sec): 3 clusters
  Score: Raw -689581.288086 + Penalty 2943.397038 = -686637.891048
  nChanged 21
		SP:Iteration 30Q (194884.240000 sec): 3 clusters
  Score: Raw -689597.285732 + Penalty 2943.397038 = -686653.888694
  nChanged 27
		SP:Iteration 31Q (194884.410000 sec): 3 clusters
  Score: Raw -689612.066526 + Penalty 2943.397038 = -686668.669487
  nChanged 15
		SP:Iteration 32Q (194884.610000 sec): 3 clusters
  Score: Raw -689619.058545 + Penalty 2943.397038 = -686675.661507
  nChanged 13
		SP:Iteration 33Q (194884.860000 sec): 3 clusters
  Score: Raw -689629.120319 + Penalty 2943.397038 = -686685.723280
  nChanged 8
		SP:Iteration 34Q (194885.050000 sec): 3 clusters
  Score: Raw -689633.218912 + Penalty 2943.397038 = -686689.821873
  nChanged 4
		SP:Iteration 35Q (194885.290000 sec): 3 clusters
  Score: Raw -689635.088384 + Penalty 2943.397038 = -686691.691345
  nChanged 5
		SP:Iteration 36Q (194885.530000 sec): 3 clusters
  Score: Raw -689637.295147 + Penalty 2943.397038 = -686693.898108
  nChanged 3
		SP:Iteration 37Q (194885.710000 sec): 3 clusters
  Score: Raw -689638.518102 + Penalty 2943.397038 = -686695.121063
  nChanged 1
		SP:Iteration 38Q (194885.900000 sec): 3 clusters
  Score: Raw -689639.402002 + Penalty 2943.397038 = -686696.004964
  nChanged 1
		SP:Iteration 39Q (194886.110000 sec): 3 clusters
  Score: Raw -689640.087185 + Penalty 2943.397038 = -686696.690147
  nChanged 2
		SP:Iteration 40F (194886.330000 sec): 3 clusters
  Score: Raw -689640.651470 + Penalty 2943.397038 = -686697.254431
  nChanged 3
		SP:Iteration 41Q (194886.590000 sec): 3 clusters
  Score: Raw -689641.775224 + Penalty 2943.397038 = -686698.378185
  nChanged 3
		SP:Iteration 42Q (194886.820000 sec): 3 clusters
  Score: Raw -689643.365663 + Penalty 2943.397038 = -686699.968625
  nChanged 5
		SP:Iteration 43Q (194887.060000 sec): 3 clusters
  Score: Raw -689645.030247 + Penalty 2943.397038 = -686701.633209
  nChanged 2
		SP:Iteration 44Q (194887.260000 sec): 3 clusters
  Score: Raw -689645.853130 + Penalty 2943.397038 = -686702.456091
  nChanged 1
		SP:Iteration 45Q (194887.470000 sec): 3 clusters
  Score: Raw -689646.045793 + Penalty 2943.397038 = -686702.648755
  nChanged 0
		SP:Iteration 46F (194887.690000 sec): 3 clusters
  Score: Raw -689646.045793 + Penalty 2943.397038 = -686702.648755
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 74 (447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194887.820000 sec): 2 clusters
  Score: Raw -36694.764043 + Penalty 991.665772 = -35703.098271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194888.010000 sec): 3 clusters
  Score: Raw -36614.914584 + Penalty 1983.331543 = -34631.583041
  nChanged 100
		SP:Iteration 1F (194888.210000 sec): 3 clusters
  Score: Raw -36755.344854 + Penalty 1983.331543 = -34772.013311
  nChanged 33
		SP:Iteration 2F (194888.410000 sec): 3 clusters
  Score: Raw -36811.513348 + Penalty 1983.331543 = -34828.181805
  nChanged 14
		SP:Iteration 3Q (194888.580000 sec): 3 clusters
  Score: Raw -36831.755360 + Penalty 1983.331543 = -34848.423817
  nChanged 3
		SP:Iteration 4Q (194888.780000 sec): 3 clusters
  Score: Raw -36840.427924 + Penalty 1983.331543 = -34857.096381
  nChanged 5
		SP:Iteration 5Q (194888.940000 sec): 3 clusters
  Score: Raw -36850.838031 + Penalty 1983.331543 = -34867.506488
  nChanged 6
		SP:Iteration 6Q (194889.150000 sec): 3 clusters
  Score: Raw -36864.435292 + Penalty 1983.331543 = -34881.103749
  nChanged 2
		SP:Iteration 7Q (194889.270000 sec): 3 clusters
  Score: Raw -36868.151806 + Penalty 1983.331543 = -34884.820263
  nChanged 3
		SP:Iteration 8Q (194889.420000 sec): 3 clusters
  Score: Raw -36870.588273 + Penalty 1983.331543 = -34887.256730
  nChanged 1
		SP:Iteration 9Q (194889.600000 sec): 3 clusters
  Score: Raw -36872.860841 + Penalty 1983.331543 = -34889.529298
  nChanged 0
		SP:Iteration 10F (194889.810000 sec): 3 clusters
  Score: Raw -36872.860841 + Penalty 1983.331543 = -34889.529298
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 75 (7194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194889.890000 sec): 2 clusters
  Score: Raw -631155.806346 + Penalty 1443.162926 = -629712.643420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194890.130000 sec): 3 clusters
  Score: Raw -627288.910367 + Penalty 2886.325853 = -624402.584514
  nChanged 3052
		SP:Iteration 1F (194890.300000 sec): 3 clusters
  Score: Raw -628924.158423 + Penalty 2886.325853 = -626037.832570
  nChanged 481
		SP:Iteration 2F (194890.540000 sec): 3 clusters
  Score: Raw -629152.479341 + Penalty 2886.325853 = -626266.153488
  nChanged 366
		SP:Iteration 3F (194890.710000 sec): 3 clusters
  Score: Raw -629314.717924 + Penalty 2886.325853 = -626428.392072
  nChanged 324
		SP:Iteration 4Q (194890.920000 sec): 3 clusters
  Score: Raw -629466.028081 + Penalty 2886.325853 = -626579.702228
  nChanged 347
		SP:Iteration 5Q (194891.060000 sec): 3 clusters
  Score: Raw -629651.690651 + Penalty 2886.325853 = -626765.364798
  nChanged 349
		SP:Iteration 6Q (194891.260000 sec): 3 clusters
  Score: Raw -629873.683958 + Penalty 2886.325853 = -626987.358105
  nChanged 360
		SP:Iteration 7F (194891.490000 sec): 3 clusters
  Score: Raw -630125.113532 + Penalty 2886.325853 = -627238.787679
  nChanged 363
		SP:Iteration 8F (194891.670000 sec): 3 clusters
  Score: Raw -630381.722877 + Penalty 2886.325853 = -627495.397024
  nChanged 331
		SP:Iteration 9Q (194891.830000 sec): 3 clusters
  Score: Raw -630632.191951 + Penalty 2886.325853 = -627745.866098
  nChanged 297
		SP:Iteration 10Q (194892.040000 sec): 3 clusters
  Score: Raw -630887.829768 + Penalty 2886.325853 = -628001.503915
  nChanged 271
		SP:Iteration 11Q (194892.250000 sec): 3 clusters
  Score: Raw -631126.801557 + Penalty 2886.325853 = -628240.475704
  nChanged 221
		SP:Iteration 12Q (194892.440000 sec): 3 clusters
  Score: Raw -631292.912686 + Penalty 2886.325853 = -628406.586833
  nChanged 162
		SP:Iteration 13Q (194892.680000 sec): 3 clusters
  Score: Raw -631405.094048 + Penalty 2886.325853 = -628518.768195
  nChanged 125
		SP:Iteration 14Q (194892.810000 sec): 3 clusters
  Score: Raw -631477.500014 + Penalty 2886.325853 = -628591.174161
  nChanged 83
		SP:Iteration 15Q (194893.020000 sec): 3 clusters
  Score: Raw -631517.786871 + Penalty 2886.325853 = -628631.461019
  nChanged 57
		SP:Iteration 16Q (194893.280000 sec): 3 clusters
  Score: Raw -631543.094001 + Penalty 2886.325853 = -628656.768148
  nChanged 41
		SP:Iteration 17Q (194893.510000 sec): 3 clusters
  Score: Raw -631558.460374 + Penalty 2886.325853 = -628672.134521
  nChanged 22
		SP:Iteration 18Q (194893.730000 sec): 3 clusters
  Score: Raw -631565.702197 + Penalty 2886.325853 = -628679.376344
  nChanged 23
		SP:Iteration 19Q (194893.920000 sec): 3 clusters
  Score: Raw -631574.672899 + Penalty 2886.325853 = -628688.347046
  nChanged 14
		SP:Iteration 20F (194894.140000 sec): 3 clusters
  Score: Raw -631578.510492 + Penalty 2886.325853 = -628692.184639
  nChanged 9
		SP:Iteration 21Q (194894.370000 sec): 3 clusters
  Score: Raw -631581.043274 + Penalty 2886.325853 = -628694.717421
  nChanged 11
		SP:Iteration 22Q (194894.600000 sec): 3 clusters
  Score: Raw -631584.736983 + Penalty 2886.325853 = -628698.411130
  nChanged 13
		SP:Iteration 23Q (194894.770000 sec): 3 clusters
  Score: Raw -631587.713467 + Penalty 2886.325853 = -628701.387615
  nChanged 11
		SP:Iteration 24Q (194895.030000 sec): 3 clusters
  Score: Raw -631589.819975 + Penalty 2886.325853 = -628703.494122
  nChanged 5
		SP:Iteration 25Q (194895.270000 sec): 3 clusters
  Score: Raw -631591.301056 + Penalty 2886.325853 = -628704.975203
  nChanged 10
		SP:Iteration 26Q (194895.520000 sec): 3 clusters
  Score: Raw -631593.251549 + Penalty 2886.325853 = -628706.925696
  nChanged 5
		SP:Iteration 27Q (194895.720000 sec): 3 clusters
  Score: Raw -631594.205277 + Penalty 2886.325853 = -628707.879424
  nChanged 3
		SP:Iteration 28Q (194895.920000 sec): 3 clusters
  Score: Raw -631595.327661 + Penalty 2886.325853 = -628709.001808
  nChanged 4
		SP:Iteration 29Q (194896.100000 sec): 3 clusters
  Score: Raw -631596.138099 + Penalty 2886.325853 = -628709.812246
  nChanged 1
		SP:Iteration 30Q (194896.290000 sec): 3 clusters
  Score: Raw -631596.394521 + Penalty 2886.325853 = -628710.068668
  nChanged 2
		SP:Iteration 31Q (194896.470000 sec): 3 clusters
  Score: Raw -631596.672138 + Penalty 2886.325853 = -628710.346285
  nChanged 0
		SP:Iteration 32F (194896.740000 sec): 3 clusters
  Score: Raw -631596.672138 + Penalty 2886.325853 = -628710.346285
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 76 (524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194896.800000 sec): 2 clusters
  Score: Raw -43314.941122 + Penalty 1017.492399 = -42297.448723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194897.010000 sec): 3 clusters
  Score: Raw -43208.730870 + Penalty 2034.984797 = -41173.746073
  nChanged 115
		SP:Iteration 1F (194897.190000 sec): 3 clusters
  Score: Raw -43388.396934 + Penalty 2034.984797 = -41353.412137
  nChanged 31
		SP:Iteration 2F (194897.380000 sec): 3 clusters
  Score: Raw -43438.086588 + Penalty 2034.984797 = -41403.101790
  nChanged 17
		SP:Iteration 3Q (194897.530000 sec): 3 clusters
  Score: Raw -43470.900365 + Penalty 2034.984797 = -41435.915568
  nChanged 14
		SP:Iteration 4Q (194897.770000 sec): 3 clusters
  Score: Raw -43494.878643 + Penalty 2034.984797 = -41459.893846
  nChanged 8
		SP:Iteration 5Q (194897.970000 sec): 3 clusters
  Score: Raw -43505.970197 + Penalty 2034.984797 = -41470.985399
  nChanged 6
		SP:Iteration 6Q (194898.130000 sec): 3 clusters
  Score: Raw -43513.792718 + Penalty 2034.984797 = -41478.807920
  nChanged 1
		SP:Iteration 7Q (194898.320000 sec): 3 clusters
  Score: Raw -43514.601096 + Penalty 2034.984797 = -41479.616299
  nChanged 1
		SP:Iteration 8Q (194898.530000 sec): 3 clusters
  Score: Raw -43515.222337 + Penalty 2034.984797 = -41480.237539
  nChanged 0
		SP:Iteration 9F (194898.700000 sec): 3 clusters
  Score: Raw -43515.222337 + Penalty 2034.984797 = -41480.237539
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 77 (4831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194898.820000 sec): 2 clusters
  Score: Raw -383865.789569 + Penalty 1378.456424 = -382487.333144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194899.000000 sec): 3 clusters
  Score: Raw -381364.155919 + Penalty 2756.912848 = -378607.243071
  nChanged 1914
		SP:Iteration 1F (194899.180000 sec): 3 clusters
  Score: Raw -382447.849665 + Penalty 2756.912848 = -379690.936816
  nChanged 355
		SP:Iteration 2F (194899.460000 sec): 3 clusters
  Score: Raw -382711.705670 + Penalty 2756.912848 = -379954.792821
  nChanged 332
		SP:Iteration 3F (194899.630000 sec): 3 clusters
  Score: Raw -382952.923482 + Penalty 2756.912848 = -380196.010633
  nChanged 289
		SP:Iteration 4F (194899.850000 sec): 3 clusters
  Score: Raw -383158.790952 + Penalty 2756.912848 = -380401.878104
  nChanged 252
		SP:Iteration 5F (194900.040000 sec): 3 clusters
  Score: Raw -383324.030779 + Penalty 2756.912848 = -380567.117931
  nChanged 213
		SP:Iteration 6Q (194900.280000 sec): 3 clusters
  Score: Raw -383467.221541 + Penalty 2756.912848 = -380710.308693
  nChanged 198
		SP:Iteration 7Q (194900.480000 sec): 3 clusters
  Score: Raw -383581.958853 + Penalty 2756.912848 = -380825.046004
  nChanged 162
		SP:Iteration 8Q (194900.650000 sec): 3 clusters
  Score: Raw -383684.003619 + Penalty 2756.912848 = -380927.090771
  nChanged 131
		SP:Iteration 9Q (194900.850000 sec): 3 clusters
  Score: Raw -383763.034363 + Penalty 2756.912848 = -381006.121514
  nChanged 125
		SP:Iteration 10Q (194901.090000 sec): 3 clusters
  Score: Raw -383830.039581 + Penalty 2756.912848 = -381073.126732
  nChanged 98
		SP:Iteration 11Q (194901.300000 sec): 3 clusters
  Score: Raw -383880.817515 + Penalty 2756.912848 = -381123.904667
  nChanged 90
		SP:Iteration 12Q (194901.480000 sec): 3 clusters
  Score: Raw -383931.314408 + Penalty 2756.912848 = -381174.401559
  nChanged 96
		SP:Iteration 13Q (194901.620000 sec): 3 clusters
  Score: Raw -383989.047887 + Penalty 2756.912848 = -381232.135038
  nChanged 95
		SP:Iteration 14Q (194901.800000 sec): 3 clusters
  Score: Raw -384041.481452 + Penalty 2756.912848 = -381284.568604
  nChanged 72
		SP:Iteration 15Q (194902.010000 sec): 3 clusters
  Score: Raw -384080.512778 + Penalty 2756.912848 = -381323.599929
  nChanged 65
		SP:Iteration 16Q (194902.160000 sec): 3 clusters
  Score: Raw -384106.501724 + Penalty 2756.912848 = -381349.588876
  nChanged 61
		SP:Iteration 17Q (194902.400000 sec): 3 clusters
  Score: Raw -384130.032836 + Penalty 2756.912848 = -381373.119988
  nChanged 48
		SP:Iteration 18Q (194902.610000 sec): 3 clusters
  Score: Raw -384147.684995 + Penalty 2756.912848 = -381390.772146
  nChanged 40
		SP:Iteration 19Q (194902.830000 sec): 3 clusters
  Score: Raw -384163.281319 + Penalty 2756.912848 = -381406.368470
  nChanged 32
		SP:Iteration 20F (194903.030000 sec): 3 clusters
  Score: Raw -384173.387153 + Penalty 2756.912848 = -381416.474304
  nChanged 26
		SP:Iteration 21Q (194903.250000 sec): 3 clusters
  Score: Raw -384179.493084 + Penalty 2756.912848 = -381422.580236
  nChanged 17
		SP:Iteration 22Q (194903.440000 sec): 3 clusters
  Score: Raw -384183.357940 + Penalty 2756.912848 = -381426.445092
  nChanged 10
		SP:Iteration 23Q (194903.630000 sec): 3 clusters
  Score: Raw -384185.888803 + Penalty 2756.912848 = -381428.975954
  nChanged 13
		SP:Iteration 24Q (194903.870000 sec): 3 clusters
  Score: Raw -384190.466577 + Penalty 2756.912848 = -381433.553729
  nChanged 10
		SP:Iteration 25Q (194904.040000 sec): 3 clusters
  Score: Raw -384192.413262 + Penalty 2756.912848 = -381435.500413
  nChanged 7
		SP:Iteration 26Q (194904.220000 sec): 3 clusters
  Score: Raw -384194.028619 + Penalty 2756.912848 = -381437.115771
  nChanged 7
		SP:Iteration 27Q (194904.410000 sec): 3 clusters
  Score: Raw -384196.330251 + Penalty 2756.912848 = -381439.417403
  nChanged 13
		SP:Iteration 28Q (194904.630000 sec): 3 clusters
  Score: Raw -384199.645793 + Penalty 2756.912848 = -381442.732944
  nChanged 17
		SP:Iteration 29Q (194904.830000 sec): 3 clusters
  Score: Raw -384204.689494 + Penalty 2756.912848 = -381447.776646
  nChanged 14
		SP:Iteration 30Q (194905.060000 sec): 3 clusters
  Score: Raw -384209.265953 + Penalty 2756.912848 = -381452.353105
  nChanged 11
		SP:Iteration 31Q (194905.230000 sec): 3 clusters
  Score: Raw -384212.167392 + Penalty 2756.912848 = -381455.254544
  nChanged 7
		SP:Iteration 32Q (194905.410000 sec): 3 clusters
  Score: Raw -384213.772518 + Penalty 2756.912848 = -381456.859669
  nChanged 13
		SP:Iteration 33Q (194905.660000 sec): 3 clusters
  Score: Raw -384217.097089 + Penalty 2756.912848 = -381460.184241
  nChanged 8
		SP:Iteration 34Q (194905.860000 sec): 3 clusters
  Score: Raw -384218.715080 + Penalty 2756.912848 = -381461.802231
  nChanged 11
		SP:Iteration 35Q (194906.030000 sec): 3 clusters
  Score: Raw -384221.733788 + Penalty 2756.912848 = -381464.820940
  nChanged 8
		SP:Iteration 36Q (194906.290000 sec): 3 clusters
  Score: Raw -384224.530811 + Penalty 2756.912848 = -381467.617963
  nChanged 13
		SP:Iteration 37Q (194906.510000 sec): 3 clusters
  Score: Raw -384228.950181 + Penalty 2756.912848 = -381472.037333
  nChanged 16
		SP:Iteration 38Q (194906.700000 sec): 3 clusters
  Score: Raw -384233.706235 + Penalty 2756.912848 = -381476.793386
  nChanged 16
		SP:Iteration 39Q (194906.880000 sec): 3 clusters
  Score: Raw -384239.342330 + Penalty 2756.912848 = -381482.429482
  nChanged 15
		SP:Iteration 40F (194907.100000 sec): 3 clusters
  Score: Raw -384242.758388 + Penalty 2756.912848 = -381485.845540
  nChanged 12
		SP:Iteration 41Q (194907.320000 sec): 3 clusters
  Score: Raw -384246.106619 + Penalty 2756.912848 = -381489.193770
  nChanged 13
		SP:Iteration 42Q (194907.530000 sec): 3 clusters
  Score: Raw -384249.193935 + Penalty 2756.912848 = -381492.281086
  nChanged 13
		SP:Iteration 43Q (194907.710000 sec): 3 clusters
  Score: Raw -384253.542765 + Penalty 2756.912848 = -381496.629916
  nChanged 14
		SP:Iteration 44Q (194907.910000 sec): 3 clusters
  Score: Raw -384257.375170 + Penalty 2756.912848 = -381500.462321
  nChanged 10
		SP:Iteration 45Q (194908.090000 sec): 3 clusters
  Score: Raw -384260.364718 + Penalty 2756.912848 = -381503.451870
  nChanged 12
		SP:Iteration 46Q (194908.320000 sec): 3 clusters
  Score: Raw -384263.767122 + Penalty 2756.912848 = -381506.854273
  nChanged 8
		SP:Iteration 47Q (194908.510000 sec): 3 clusters
  Score: Raw -384266.003800 + Penalty 2756.912848 = -381509.090951
  nChanged 12
		SP:Iteration 48Q (194908.710000 sec): 3 clusters
  Score: Raw -384268.663450 + Penalty 2756.912848 = -381511.750602
  nChanged 12
		SP:Iteration 49Q (194908.910000 sec): 3 clusters
  Score: Raw -384270.992934 + Penalty 2756.912848 = -381514.080086
  nChanged 5
		SP:Iteration 50Q (194909.130000 sec): 3 clusters
  Score: Raw -384271.951154 + Penalty 2756.912848 = -381515.038305
  nChanged 3
		SP:Iteration 51Q (194909.310000 sec): 3 clusters
  Score: Raw -384272.470159 + Penalty 2756.912848 = -381515.557311
  nChanged 1
		SP:Iteration 52Q (194909.480000 sec): 3 clusters
  Score: Raw -384272.513346 + Penalty 2756.912848 = -381515.600497
  nChanged 0
		SP:Iteration 53F (194909.750000 sec): 3 clusters
  Score: Raw -384272.513346 + Penalty 2756.912848 = -381515.600497
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 78 (442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194909.830000 sec): 2 clusters
  Score: Raw -36880.723705 + Penalty 989.837856 = -35890.885849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194910.000000 sec): 3 clusters
  Score: Raw -36820.718950 + Penalty 1979.675712 = -34841.043238
  nChanged 90
		SP:Iteration 1F (194910.230000 sec): 3 clusters
  Score: Raw -36955.705978 + Penalty 1979.675712 = -34976.030267
  nChanged 20
		SP:Iteration 2Q (194910.390000 sec): 3 clusters
  Score: Raw -36993.311727 + Penalty 1979.675712 = -35013.636015
  nChanged 12
		SP:Iteration 3Q (194910.580000 sec): 3 clusters
  Score: Raw -37024.427856 + Penalty 1979.675712 = -35044.752145
  nChanged 7
		SP:Iteration 4Q (194910.780000 sec): 3 clusters
  Score: Raw -37046.877190 + Penalty 1979.675712 = -35067.201479
  nChanged 6
		SP:Iteration 5Q (194911.000000 sec): 3 clusters
  Score: Raw -37072.793980 + Penalty 1979.675712 = -35093.118268
  nChanged 6
		SP:Iteration 6Q (194911.180000 sec): 3 clusters
  Score: Raw -37090.345573 + Penalty 1979.675712 = -35110.669861
  nChanged 8
		SP:Iteration 7Q (194911.350000 sec): 3 clusters
  Score: Raw -37103.636688 + Penalty 1979.675712 = -35123.960977
  nChanged 4
		SP:Iteration 8Q (194911.560000 sec): 3 clusters
  Score: Raw -37110.549472 + Penalty 1979.675712 = -35130.873761
  nChanged 2
		SP:Iteration 9Q (194911.790000 sec): 3 clusters
  Score: Raw -37112.292622 + Penalty 1979.675712 = -35132.616910
  nChanged 4
		SP:Iteration 10Q (194911.940000 sec): 3 clusters
  Score: Raw -37123.552841 + Penalty 1979.675712 = -35143.877130
  nChanged 4
		SP:Iteration 11Q (194912.150000 sec): 3 clusters
  Score: Raw -37132.323269 + Penalty 1979.675712 = -35152.647557
  nChanged 4
		SP:Iteration 12Q (194912.330000 sec): 3 clusters
  Score: Raw -37138.494188 + Penalty 1979.675712 = -35158.818476
  nChanged 1
		SP:Iteration 13Q (194912.500000 sec): 3 clusters
  Score: Raw -37140.367647 + Penalty 1979.675712 = -35160.691936
  nChanged 0
		SP:Iteration 14F (194912.700000 sec): 3 clusters
  Score: Raw -37140.367647 + Penalty 1979.675712 = -35160.691936
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 79 (3530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194912.800000 sec): 2 clusters
  Score: Raw -296338.772523 + Penalty 1327.471137 = -295011.301386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194913.000000 sec): 3 clusters
  Score: Raw -294623.404807 + Penalty 2654.942274 = -291968.462534
  nChanged 1358
		SP:Iteration 1F (194913.200000 sec): 3 clusters
  Score: Raw -295405.353468 + Penalty 2654.942274 = -292750.411194
  nChanged 268
		SP:Iteration 2F (194913.400000 sec): 3 clusters
  Score: Raw -295571.027938 + Penalty 2654.942274 = -292916.085665
  nChanged 195
		SP:Iteration 3F (194913.580000 sec): 3 clusters
  Score: Raw -295690.012358 + Penalty 2654.942274 = -293035.070084
  nChanged 142
		SP:Iteration 4Q (194913.780000 sec): 3 clusters
  Score: Raw -295768.095012 + Penalty 2654.942274 = -293113.152738
  nChanged 129
		SP:Iteration 5Q (194914.030000 sec): 3 clusters
  Score: Raw -295848.225519 + Penalty 2654.942274 = -293193.283245
  nChanged 134
		SP:Iteration 6Q (194914.190000 sec): 3 clusters
  Score: Raw -295926.474504 + Penalty 2654.942274 = -293271.532230
  nChanged 126
		SP:Iteration 7Q (194914.400000 sec): 3 clusters
  Score: Raw -295998.899923 + Penalty 2654.942274 = -293343.957649
  nChanged 119
		SP:Iteration 8Q (194914.620000 sec): 3 clusters
  Score: Raw -296074.343554 + Penalty 2654.942274 = -293419.401281
  nChanged 130
		SP:Iteration 9Q (194914.830000 sec): 3 clusters
  Score: Raw -296168.228092 + Penalty 2654.942274 = -293513.285818
  nChanged 160
		SP:Iteration 10Q (194915.080000 sec): 3 clusters
  Score: Raw -296280.269547 + Penalty 2654.942274 = -293625.327274
  nChanged 137
		SP:Iteration 11Q (194915.310000 sec): 3 clusters
  Score: Raw -296377.704774 + Penalty 2654.942274 = -293722.762500
  nChanged 130
		SP:Iteration 12Q (194915.510000 sec): 3 clusters
  Score: Raw -296466.348262 + Penalty 2654.942274 = -293811.405988
  nChanged 93
		SP:Iteration 13Q (194915.700000 sec): 3 clusters
  Score: Raw -296526.838406 + Penalty 2654.942274 = -293871.896132
  nChanged 82
		SP:Iteration 14Q (194915.900000 sec): 3 clusters
  Score: Raw -296569.524732 + Penalty 2654.942274 = -293914.582458
  nChanged 59
		SP:Iteration 15Q (194916.100000 sec): 3 clusters
  Score: Raw -296598.675841 + Penalty 2654.942274 = -293943.733567
  nChanged 39
		SP:Iteration 16Q (194916.300000 sec): 3 clusters
  Score: Raw -296617.201710 + Penalty 2654.942274 = -293962.259436
  nChanged 28
		SP:Iteration 17Q (194916.500000 sec): 3 clusters
  Score: Raw -296629.667167 + Penalty 2654.942274 = -293974.724894
  nChanged 19
		SP:Iteration 18Q (194916.680000 sec): 3 clusters
  Score: Raw -296636.453518 + Penalty 2654.942274 = -293981.511245
  nChanged 15
		SP:Iteration 19Q (194916.890000 sec): 3 clusters
  Score: Raw -296641.409985 + Penalty 2654.942274 = -293986.467711
  nChanged 6
		SP:Iteration 20F (194917.070000 sec): 3 clusters
  Score: Raw -296643.325255 + Penalty 2654.942274 = -293988.382981
  nChanged 4
		SP:Iteration 21Q (194917.300000 sec): 3 clusters
  Score: Raw -296646.070194 + Penalty 2654.942274 = -293991.127921
  nChanged 6
		SP:Iteration 22Q (194917.490000 sec): 3 clusters
  Score: Raw -296648.198019 + Penalty 2654.942274 = -293993.255745
  nChanged 10
		SP:Iteration 23Q (194917.690000 sec): 3 clusters
  Score: Raw -296652.472577 + Penalty 2654.942274 = -293997.530303
  nChanged 9
		SP:Iteration 24Q (194917.900000 sec): 3 clusters
  Score: Raw -296656.019714 + Penalty 2654.942274 = -294001.077440
  nChanged 6
		SP:Iteration 25Q (194918.090000 sec): 3 clusters
  Score: Raw -296658.385642 + Penalty 2654.942274 = -294003.443368
  nChanged 8
		SP:Iteration 26Q (194918.300000 sec): 3 clusters
  Score: Raw -296661.494458 + Penalty 2654.942274 = -294006.552185
  nChanged 7
		SP:Iteration 27Q (194918.550000 sec): 3 clusters
  Score: Raw -296663.967673 + Penalty 2654.942274 = -294009.025399
  nChanged 5
		SP:Iteration 28Q (194918.760000 sec): 3 clusters
  Score: Raw -296665.416209 + Penalty 2654.942274 = -294010.473935
  nChanged 4
		SP:Iteration 29Q (194919.030000 sec): 3 clusters
  Score: Raw -296666.808013 + Penalty 2654.942274 = -294011.865740
  nChanged 4
		SP:Iteration 30Q (194919.190000 sec): 3 clusters
  Score: Raw -296668.458088 + Penalty 2654.942274 = -294013.515814
  nChanged 4
		SP:Iteration 31Q (194919.390000 sec): 3 clusters
  Score: Raw -296670.348684 + Penalty 2654.942274 = -294015.406410
  nChanged 4
		SP:Iteration 32Q (194919.640000 sec): 3 clusters
  Score: Raw -296671.635338 + Penalty 2654.942274 = -294016.693064
  nChanged 0
		SP:Iteration 33F (194919.820000 sec): 3 clusters
  Score: Raw -296671.635338 + Penalty 2654.942274 = -294016.693064
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 80 (5523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194919.900000 sec): 2 clusters
  Score: Raw -471286.285622 + Penalty 1400.209926 = -469886.075696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194920.150000 sec): 3 clusters
  Score: Raw -468371.413019 + Penalty 2800.419853 = -465570.993166
  nChanged 2252
		SP:Iteration 1F (194920.340000 sec): 3 clusters
  Score: Raw -469643.750234 + Penalty 2800.419853 = -466843.330381
  nChanged 374
		SP:Iteration 2F (194920.510000 sec): 3 clusters
  Score: Raw -469822.340178 + Penalty 2800.419853 = -467021.920326
  nChanged 280
		SP:Iteration 3F (194920.740000 sec): 3 clusters
  Score: Raw -469942.834635 + Penalty 2800.419853 = -467142.414782
  nChanged 181
		SP:Iteration 4Q (194920.950000 sec): 3 clusters
  Score: Raw -470014.421642 + Penalty 2800.419853 = -467214.001789
  nChanged 162
		SP:Iteration 5Q (194921.150000 sec): 3 clusters
  Score: Raw -470079.757708 + Penalty 2800.419853 = -467279.337855
  nChanged 157
		SP:Iteration 6Q (194921.380000 sec): 3 clusters
  Score: Raw -470155.029495 + Penalty 2800.419853 = -467354.609642
  nChanged 160
		SP:Iteration 7Q (194921.610000 sec): 3 clusters
  Score: Raw -470230.239137 + Penalty 2800.419853 = -467429.819285
  nChanged 175
		SP:Iteration 8Q (194921.770000 sec): 3 clusters
  Score: Raw -470316.291980 + Penalty 2800.419853 = -467515.872128
  nChanged 185
		SP:Iteration 9Q (194921.940000 sec): 3 clusters
  Score: Raw -470415.409222 + Penalty 2800.419853 = -467614.989369
  nChanged 212
		SP:Iteration 10Q (194922.140000 sec): 3 clusters
  Score: Raw -470551.279686 + Penalty 2800.419853 = -467750.859833
  nChanged 226
		SP:Iteration 11Q (194922.310000 sec): 3 clusters
  Score: Raw -470712.715839 + Penalty 2800.419853 = -467912.295986
  nChanged 213
		SP:Iteration 12Q (194922.490000 sec): 3 clusters
  Score: Raw -470876.417943 + Penalty 2800.419853 = -468075.998090
  nChanged 185
		SP:Iteration 13Q (194922.700000 sec): 3 clusters
  Score: Raw -471018.073641 + Penalty 2800.419853 = -468217.653789
  nChanged 140
		SP:Iteration 14Q (194922.930000 sec): 3 clusters
  Score: Raw -471135.310778 + Penalty 2800.419853 = -468334.890925
  nChanged 101
		SP:Iteration 15Q (194923.140000 sec): 3 clusters
  Score: Raw -471229.229379 + Penalty 2800.419853 = -468428.809526
  nChanged 83
		SP:Iteration 16Q (194923.390000 sec): 3 clusters
  Score: Raw -471302.774643 + Penalty 2800.419853 = -468502.354790
  nChanged 54
		SP:Iteration 17Q (194923.620000 sec): 3 clusters
  Score: Raw -471349.333729 + Penalty 2800.419853 = -468548.913877
  nChanged 26
		SP:Iteration 18Q (194923.830000 sec): 3 clusters
  Score: Raw -471370.397788 + Penalty 2800.419853 = -468569.977936
  nChanged 13
		SP:Iteration 19Q (194924.060000 sec): 3 clusters
  Score: Raw -471382.521441 + Penalty 2800.419853 = -468582.101588
  nChanged 7
		SP:Iteration 20F (194924.240000 sec): 3 clusters
  Score: Raw -471387.543092 + Penalty 2800.419853 = -468587.123240
  nChanged 5
		SP:Iteration 21Q (194924.430000 sec): 3 clusters
  Score: Raw -471393.277247 + Penalty 2800.419853 = -468592.857394
  nChanged 9
		SP:Iteration 22Q (194924.630000 sec): 3 clusters
  Score: Raw -471402.823373 + Penalty 2800.419853 = -468602.403520
  nChanged 7
		SP:Iteration 23Q (194924.840000 sec): 3 clusters
  Score: Raw -471409.328792 + Penalty 2800.419853 = -468608.908939
  nChanged 6
		SP:Iteration 24Q (194925.040000 sec): 3 clusters
  Score: Raw -471413.669393 + Penalty 2800.419853 = -468613.249540
  nChanged 4
		SP:Iteration 25Q (194925.220000 sec): 3 clusters
  Score: Raw -471416.456976 + Penalty 2800.419853 = -468616.037123
  nChanged 2
		SP:Iteration 26Q (194925.390000 sec): 3 clusters
  Score: Raw -471419.556204 + Penalty 2800.419853 = -468619.136351
  nChanged 1
		SP:Iteration 27Q (194925.600000 sec): 3 clusters
  Score: Raw -471421.410939 + Penalty 2800.419853 = -468620.991086
  nChanged 0
		SP:Iteration 28F (194925.810000 sec): 3 clusters
  Score: Raw -471421.410939 + Penalty 2800.419853 = -468620.991086
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 81 (1570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194925.920000 sec): 2 clusters
  Score: Raw -130233.560366 + Penalty 1195.810021 = -129037.750345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194926.100000 sec): 3 clusters
  Score: Raw -129629.916322 + Penalty 2391.620042 = -127238.296280
  nChanged 538
		SP:Iteration 1F (194926.240000 sec): 3 clusters
  Score: Raw -130016.559378 + Penalty 2391.620042 = -127624.939336
  nChanged 134
		SP:Iteration 2F (194926.420000 sec): 3 clusters
  Score: Raw -130122.986058 + Penalty 2391.620042 = -127731.366016
  nChanged 83
		SP:Iteration 3F (194926.510000 sec): 3 clusters
  Score: Raw -130188.769405 + Penalty 2391.620042 = -127797.149363
  nChanged 64
		SP:Iteration 4Q (194926.660000 sec): 3 clusters
  Score: Raw -130239.242311 + Penalty 2391.620042 = -127847.622270
  nChanged 49
		SP:Iteration 5Q (194926.890000 sec): 3 clusters
  Score: Raw -130271.407799 + Penalty 2391.620042 = -127879.787757
  nChanged 36
		SP:Iteration 6Q (194927.000000 sec): 3 clusters
  Score: Raw -130296.993054 + Penalty 2391.620042 = -127905.373012
  nChanged 32
		SP:Iteration 7Q (194927.160000 sec): 3 clusters
  Score: Raw -130317.411287 + Penalty 2391.620042 = -127925.791245
  nChanged 23
		SP:Iteration 8Q (194927.270000 sec): 3 clusters
  Score: Raw -130335.005135 + Penalty 2391.620042 = -127943.385093
  nChanged 27
		SP:Iteration 9Q (194927.380000 sec): 3 clusters
  Score: Raw -130357.347340 + Penalty 2391.620042 = -127965.727298
  nChanged 27
		SP:Iteration 10Q (194927.490000 sec): 3 clusters
  Score: Raw -130374.017976 + Penalty 2391.620042 = -127982.397934
  nChanged 26
		SP:Iteration 11Q (194927.620000 sec): 3 clusters
  Score: Raw -130390.503538 + Penalty 2391.620042 = -127998.883496
  nChanged 33
		SP:Iteration 12Q (194927.770000 sec): 3 clusters
  Score: Raw -130411.094504 + Penalty 2391.620042 = -128019.474462
  nChanged 26
		SP:Iteration 13Q (194927.930000 sec): 3 clusters
  Score: Raw -130429.959979 + Penalty 2391.620042 = -128038.339937
  nChanged 33
		SP:Iteration 14Q (194928.140000 sec): 3 clusters
  Score: Raw -130456.520201 + Penalty 2391.620042 = -128064.900159
  nChanged 21
		SP:Iteration 15Q (194928.250000 sec): 3 clusters
  Score: Raw -130471.817645 + Penalty 2391.620042 = -128080.197603
  nChanged 15
		SP:Iteration 16Q (194928.380000 sec): 3 clusters
  Score: Raw -130483.346976 + Penalty 2391.620042 = -128091.726934
  nChanged 9
		SP:Iteration 17Q (194928.510000 sec): 3 clusters
  Score: Raw -130490.216982 + Penalty 2391.620042 = -128098.596940
  nChanged 14
		SP:Iteration 18Q (194928.620000 sec): 3 clusters
  Score: Raw -130498.746245 + Penalty 2391.620042 = -128107.126203
  nChanged 8
		SP:Iteration 19Q (194928.740000 sec): 3 clusters
  Score: Raw -130502.021301 + Penalty 2391.620042 = -128110.401259
  nChanged 9
		SP:Iteration 20F (194928.850000 sec): 3 clusters
  Score: Raw -130507.738735 + Penalty 2391.620042 = -128116.118693
  nChanged 9
		SP:Iteration 21Q (194928.990000 sec): 3 clusters
  Score: Raw -130511.728978 + Penalty 2391.620042 = -128120.108936
  nChanged 6
		SP:Iteration 22Q (194929.140000 sec): 3 clusters
  Score: Raw -130513.843265 + Penalty 2391.620042 = -128122.223223
  nChanged 3
		SP:Iteration 23Q (194929.290000 sec): 3 clusters
  Score: Raw -130514.549546 + Penalty 2391.620042 = -128122.929504
  nChanged 3
		SP:Iteration 24Q (194929.420000 sec): 3 clusters
  Score: Raw -130515.612201 + Penalty 2391.620042 = -128123.992159
  nChanged 2
		SP:Iteration 25Q (194929.530000 sec): 3 clusters
  Score: Raw -130517.077334 + Penalty 2391.620042 = -128125.457293
  nChanged 5
		SP:Iteration 26Q (194929.640000 sec): 3 clusters
  Score: Raw -130519.575820 + Penalty 2391.620042 = -128127.955778
  nChanged 3
		SP:Iteration 27Q (194929.750000 sec): 3 clusters
  Score: Raw -130521.343971 + Penalty 2391.620042 = -128129.723929
  nChanged 2
		SP:Iteration 28Q (194929.870000 sec): 3 clusters
  Score: Raw -130522.322617 + Penalty 2391.620042 = -128130.702575
  nChanged 3
		SP:Iteration 29Q (194929.980000 sec): 3 clusters
  Score: Raw -130524.197564 + Penalty 2391.620042 = -128132.577522
  nChanged 2
		SP:Iteration 30Q (194930.090000 sec): 3 clusters
  Score: Raw -130525.266603 + Penalty 2391.620042 = -128133.646561
  nChanged 3
		SP:Iteration 31Q (194930.250000 sec): 3 clusters
  Score: Raw -130525.911245 + Penalty 2391.620042 = -128134.291203
  nChanged 0
		SP:Iteration 32F (194930.390000 sec): 3 clusters
  Score: Raw -130525.911245 + Penalty 2391.620042 = -128134.291203
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 82 (23448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (194930.580000 sec): 2 clusters
  Score: Raw -1917538.913632 + Penalty 1635.162828 = -1915903.750804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (194930.900000 sec): 3 clusters
  Score: Raw -1903445.871121 + Penalty 3270.325657 = -1900175.545464
  nChanged 10607
		SP:Iteration 1F (194931.210000 sec): 3 clusters
  Score: Raw -1909149.643002 + Penalty 3270.325657 = -1905879.317345
  nChanged 1209
		SP:Iteration 2F (194931.530000 sec): 3 clusters
  Score: Raw -1909597.442158 + Penalty 3270.325657 = -1906327.116501
  nChanged 1118
		SP:Iteration 3Q (194931.810000 sec): 3 clusters
  Score: Raw -1910056.498913 + Penalty 3270.325657 = -1906786.173256
  nChanged 1146
		SP:Iteration 4Q (194932.100000 sec): 3 clusters
  Score: Raw -1910589.533374 + Penalty 3270.325657 = -1907319.207717
  nChanged 1174
		SP:Iteration 5F (194932.380000 sec): 3 clusters
  Score: Raw -1911200.564086 + Penalty 3270.325657 = -1907930.238429
  nChanged 1227
		SP:Iteration 6F (194932.630000 sec): 3 clusters
  Score: Raw -1911958.163722 + Penalty 3270.325657 = -1908687.838065
  nChanged 1338
		SP:Iteration 7F (194933.000000 sec): 3 clusters
  Score: Raw -1912824.608703 + Penalty 3270.325657 = -1909554.283046
  nChanged 1331
		SP:Iteration 8F (194933.280000 sec): 3 clusters
  Score: Raw -1913686.490272 + Penalty 3270.325657 = -1910416.164615
  nChanged 1242
		SP:Iteration 9F (194933.550000 sec): 3 clusters
  Score: Raw -1914411.296315 + Penalty 3270.325657 = -1911140.970658
  nChanged 1070
		SP:Iteration 10Q (194933.840000 sec): 3 clusters
  Score: Raw -1914976.941451 + Penalty 3270.325657 = -1911706.615794
  nChanged 884
		SP:Iteration 11Q (194934.140000 sec): 3 clusters
  Score: Raw -1915400.140280 + Penalty 3270.325657 = -1912129.814623
  nChanged 689
		SP:Iteration 12Q (194934.460000 sec): 3 clusters
  Score: Raw -1915687.708763 + Penalty 3270.325657 = -1912417.383106
  nChanged 552
		SP:Iteration 13Q (194934.730000 sec): 3 clusters
  Score: Raw -1915890.135091 + Penalty 3270.325657 = -1912619.809435
  nChanged 434
		SP:Iteration 14Q (194935.010000 sec): 3 clusters
  Score: Raw -1916023.279069 + Penalty 3270.325657 = -1912752.953412
  nChanged 340
		SP:Iteration 15Q (194935.310000 sec): 3 clusters
  Score: Raw -1916114.332310 + Penalty 3270.325657 = -1912844.006653
  nChanged 280
		SP:Iteration 16Q (194935.610000 sec): 3 clusters
  Score: Raw -1916177.693406 + Penalty 3270.325657 = -1912907.367749
  nChanged 208
		SP:Iteration 17Q (194935.850000 sec): 3 clusters
  Score: Raw -1916225.822494 + Penalty 3270.325657 = -1912955.496838
  nChanged 190
		SP:Iteration 18Q (194936.190000 sec): 3 clusters
  Score: Raw -1916268.384362 + Penalty 3270.325657 = -1912998.058705
  nChanged 186
		SP:Iteration 19Q (194936.480000 sec): 3 clusters
  Score: Raw -1916312.630989 + Penalty 3270.325657 = -1913042.305332
  nChanged 189
		SP:Iteration 20F (194936.760000 sec): 3 clusters
  Score: Raw -1916360.047818 + Penalty 3270.325657 = -1913089.722161
  nChanged 210
		SP:Iteration 21Q (194937.060000 sec): 3 clusters
  Score: Raw -1916422.382610 + Penalty 3270.325657 = -1913152.056953
  nChanged 211
		SP:Iteration 22Q (194937.360000 sec): 3 clusters
  Score: Raw -1916483.030015 + Penalty 3270.325657 = -1913212.704358
  nChanged 222
		SP:Iteration 23Q (194937.710000 sec): 3 clusters
  Score: Raw -1916547.749047 + Penalty 3270.325657 = -1913277.423390
  nChanged 233
		SP:Iteration 24Q (194937.960000 sec): 3 clusters
  Score: Raw -1916618.483407 + Penalty 3270.325657 = -1913348.157750
  nChanged 239
		SP:Iteration 25Q (194938.300000 sec): 3 clusters
  Score: Raw -1916693.852161 + Penalty 3270.325657 = -1913423.526504
  nChanged 240
		SP:Iteration 26Q (194938.610000 sec): 3 clusters
  Score: Raw -1916767.873858 + Penalty 3270.325657 = -1913497.548201
  nChanged 229
		SP:Iteration 27Q (194938.890000 sec): 3 clusters
  Score: Raw -1916832.695558 + Penalty 3270.325657 = -1913562.369901
  nChanged 232
		SP:Iteration 28Q (194939.230000 sec): 3 clusters
  Score: Raw -1916905.646692 + Penalty 3270.325657 = -1913635.321035
  nChanged 240
		SP:Iteration 29Q (194939.490000 sec): 3 clusters
  Score: Raw -1916984.649890 + Penalty 3270.325657 = -1913714.324233
  nChanged 222
		SP:Iteration 30Q (194939.800000 sec): 3 clusters
  Score: Raw -1917053.693436 + Penalty 3270.325657 = -1913783.367779
  nChanged 233
		SP:Iteration 31Q (194940.120000 sec): 3 clusters
  Score: Raw -1917132.131460 + Penalty 3270.325657 = -1913861.805803
  nChanged 230
		SP:Iteration 32Q (194940.400000 sec): 3 clusters
  Score: Raw -1917207.274906 + Penalty 3270.325657 = -1913936.949249
  nChanged 206
		SP:Iteration 33Q (194940.700000 sec): 3 clusters
  Score: Raw -1917270.815775 + Penalty 3270.325657 = -1914000.490118
  nChanged 193
		SP:Iteration 34Q (194941.000000 sec): 3 clusters
  Score: Raw -1917330.578251 + Penalty 3270.325657 = -1914060.252594
  nChanged 203
		SP:Iteration 35Q (194941.320000 sec): 3 clusters
  Score: Raw -1917392.787441 + Penalty 3270.325657 = -1914122.461784
  nChanged 207
		SP:Iteration 36Q (194941.670000 sec): 3 clusters
  Score: Raw -1917465.557811 + Penalty 3270.325657 = -1914195.232154
  nChanged 219
		SP:Iteration 37Q (194941.930000 sec): 3 clusters
  Score: Raw -1917539.842254 + Penalty 3270.325657 = -1914269.516597
  nChanged 197
		SP:Iteration 38Q (194942.220000 sec): 3 clusters
  Score: Raw -1917620.235314 + Penalty 3270.325657 = -1914349.909657
  nChanged 213
		SP:Iteration 39Q (194942.500000 sec): 3 clusters
  Score: Raw -1917730.678959 + Penalty 3270.325657 = -1914460.353302
  nChanged 201
		SP:Iteration 40F (194942.810000 sec): 3 clusters
  Score: Raw -1917833.669508 + Penalty 3270.325657 = -1914563.343851
  nChanged 179
		SP:Iteration 41Q (194943.130000 sec): 3 clusters
  Score: Raw -1917921.426883 + Penalty 3270.325657 = -1914651.101226
  nChanged 182
		SP:Iteration 42Q (194943.460000 sec): 3 clusters
  Score: Raw -1917997.487128 + Penalty 3270.325657 = -1914727.161472
  nChanged 189
		SP:Iteration 43Q (194943.770000 sec): 3 clusters
  Score: Raw -1918072.112254 + Penalty 3270.325657 = -1914801.786597
  nChanged 163
		SP:Iteration 44Q (194944.010000 sec): 3 clusters
  Score: Raw -1918135.020597 + Penalty 3270.325657 = -1914864.694940
  nChanged 166
		SP:Iteration 45Q (194944.300000 sec): 3 clusters
  Score: Raw -1918195.549270 + Penalty 3270.325657 = -1914925.223613
  nChanged 144
		SP:Iteration 46Q (194944.610000 sec): 3 clusters
  Score: Raw -1918247.392488 + Penalty 3270.325657 = -1914977.066831
  nChanged 128
		SP:Iteration 47Q (194944.920000 sec): 3 clusters
  Score: Raw -1918300.394033 + Penalty 3270.325657 = -1915030.068376
  nChanged 128
		SP:Iteration 48Q (194945.200000 sec): 3 clusters
  Score: Raw -1918362.078422 + Penalty 3270.325657 = -1915091.752766
  nChanged 133
		SP:Iteration 49Q (194945.500000 sec): 3 clusters
  Score: Raw -1918429.343718 + Penalty 3270.325657 = -1915159.018061
  nChanged 151
		SP:Iteration 50Q (194945.800000 sec): 3 clusters
  Score: Raw -1918506.135030 + Penalty 3270.325657 = -1915235.809374
  nChanged 116
		SP:Iteration 51Q (194946.130000 sec): 3 clusters
  Score: Raw -1918559.952052 + Penalty 3270.325657 = -1915289.626396
  nChanged 110
		SP:Iteration 52Q (194946.390000 sec): 3 clusters
  Score: Raw -1918602.732942 + Penalty 3270.325657 = -1915332.407285
  nChanged 107
		SP:Iteration 53Q (194946.670000 sec): 3 clusters
  Score: Raw -1918645.973562 + Penalty 3270.325657 = -1915375.647905
  nChanged 108
		SP:Iteration 54Q (194946.980000 sec): 3 clusters
  Score: Raw -1918685.704592 + Penalty 3270.325657 = -1915415.378935
  nChanged 98
		SP:Iteration 55Q (194947.310000 sec): 3 clusters
  Score: Raw -1918715.425424 + Penalty 3270.325657 = -1915445.099768
  nChanged 79
		SP:Iteration 56Q (194947.590000 sec): 3 clusters
  Score: Raw -1918741.192500 + Penalty 3270.325657 = -1915470.866844
  nChanged 71
		SP:Iteration 57Q (194947.820000 sec): 3 clusters
  Score: Raw -1918761.710580 + Penalty 3270.325657 = -1915491.384924
  nChanged 64
		SP:Iteration 58Q (194948.140000 sec): 3 clusters
  Score: Raw -1918777.911455 + Penalty 3270.325657 = -1915507.585798
  nChanged 54
		SP:Iteration 59Q (194948.400000 sec): 3 clusters
  Score: Raw -1918788.372597 + Penalty 3270.325657 = -1915518.046941
  nChanged 35
		SP:Iteration 60F (194948.770000 sec): 3 clusters
  Score: Raw -1918795.041479 + Penalty 3270.325657 = -1915524.715822
  nChanged 34
		SP:Iteration 61Q (194949.060000 sec): 3 clusters
  Score: Raw -1918802.077766 + Penalty 3270.325657 = -1915531.752109
  nChanged 28
		SP:Iteration 62Q (194949.400000 sec): 3 clusters
  Score: Raw -1918807.867470 + Penalty 3270.325657 = -1915537.541813
  nChanged 25
		SP:Iteration 63Q (194949.750000 sec): 3 clusters
  Score: Raw -1918812.155004 + Penalty 3270.325657 = -1915541.829348
  nChanged 18
		SP:Iteration 64Q (194950.050000 sec): 3 clusters
  Score: Raw -1918815.678786 + Penalty 3270.325657 = -1915545.353130
  nChanged 18
		SP:Iteration 65Q (194950.390000 sec): 3 clusters
  Score: Raw -1918821.124895 + Penalty 3270.325657 = -1915550.799239
  nChanged 21
		SP:Iteration 66Q (194950.740000 sec): 3 clusters
  Score: Raw -1918826.118615 + Penalty 3270.325657 = -1915555.792958
  nChanged 28
		SP:Iteration 67Q (194950.990000 sec): 3 clusters
  Score: Raw -1918830.529757 + Penalty 3270.325657 = -1915560.204101
  nChanged 18
		SP:Iteration 68Q (194951.370000 sec): 3 clusters
  Score: Raw -1918833.428016 + Penalty 3270.325657 = -1915563.102359
  nChanged 10
		SP:Iteration 69Q (194951.660000 sec): 3 clusters
  Score: Raw -1918834.707243 + Penalty 3270.325657 = -1915564.381587
  nChanged 8
		SP:Iteration 70Q (194951.960000 sec): 3 clusters
  Score: Raw -1918836.029416 + Penalty 3270.325657 = -1915565.703759
  nChanged 8
		SP:Iteration 71Q (194952.270000 sec): 3 clusters
  Score: Raw -1918836.951720 + Penalty 3270.325657 = -1915566.626064
  nChanged 11
		SP:Iteration 72Q (194952.550000 sec): 3 clusters
  Score: Raw -1918838.971784 + Penalty 3270.325657 = -1915568.646128
  nChanged 15
		SP:Iteration 73Q (194952.870000 sec): 3 clusters
  Score: Raw -1918841.664342 + Penalty 3270.325657 = -1915571.338685
  nChanged 16
		SP:Iteration 74Q (194953.130000 sec): 3 clusters
  Score: Raw -1918844.200427 + Penalty 3270.325657 = -1915573.874770
  nChanged 8
		SP:Iteration 75Q (194953.470000 sec): 3 clusters
  Score: Raw -1918845.215801 + Penalty 3270.325657 = -1915574.890144
  nChanged 4
		SP:Iteration 76Q (194953.710000 sec): 3 clusters
  Score: Raw -1918845.935653 + Penalty 3270.325657 = -1915575.609997
  nChanged 7
		SP:Iteration 77Q (194954.010000 sec): 3 clusters
  Score: Raw -1918847.168163 + Penalty 3270.325657 = -1915576.842506
  nChanged 8
		SP:Iteration 78Q (194954.300000 sec): 3 clusters
  Score: Raw -1918848.676073 + Penalty 3270.325657 = -1915578.350417
  nChanged 7
		SP:Iteration 79Q (194954.610000 sec): 3 clusters
  Score: Raw -1918849.715727 + Penalty 3270.325657 = -1915579.390070
  nChanged 7
		SP:Iteration 80F (194954.940000 sec): 3 clusters
  Score: Raw -1918850.411797 + Penalty 3270.325657 = -1915580.086140
  nChanged 2
		SP:Iteration 81Q (194955.230000 sec): 3 clusters
  Score: Raw -1918850.639643 + Penalty 3270.325657 = -1915580.313986
  nChanged 4
		SP:Iteration 82Q (194955.560000 sec): 3 clusters
  Score: Raw -1918851.764315 + Penalty 3270.325657 = -1915581.438658
  nChanged 6
		SP:Iteration 83Q (194955.810000 sec): 3 clusters
  Score: Raw -1918852.883750 + Penalty 3270.325657 = -1915582.558093
  nChanged 6
		SP:Iteration 84Q (194956.120000 sec): 3 clusters
  Score: Raw -1918853.614567 + Penalty 3270.325657 = -1915583.288911
  nChanged 4
		SP:Iteration 85Q (194956.370000 sec): 3 clusters
  Score: Raw -1918854.135913 + Penalty 3270.325657 = -1915583.810257
  nChanged 5
		SP:Iteration 86Q (194956.670000 sec): 3 clusters
  Score: Raw -1918854.949290 + Penalty 3270.325657 = -1915584.623633
  nChanged 9
		SP:Iteration 87Q (194956.900000 sec): 3 clusters
  Score: Raw -1918856.453142 + Penalty 3270.325657 = -1915586.127485
  nChanged 6
		SP:Iteration 88Q (194957.190000 sec): 3 clusters
  Score: Raw -1918857.543867 + Penalty 3270.325657 = -1915587.218210
  nChanged 3
		SP:Iteration 89Q (194957.540000 sec): 3 clusters
  Score: Raw -1918857.928225 + Penalty 3270.325657 = -1915587.602568
  nChanged 1
		SP:Iteration 90Q (194957.780000 sec): 3 clusters
  Score: Raw -1918858.240989 + Penalty 3270.325657 = -1915587.915333
  nChanged 1
		SP:Iteration 91Q (194958.080000 sec): 3 clusters
  Score: Raw -1918858.406218 + Penalty 3270.325657 = -1915588.080561
  nChanged 3
		SP:Iteration 92Q (194958.360000 sec): 3 clusters
  Score: Raw -1918858.810896 + Penalty 3270.325657 = -1915588.485239
  nChanged 1
		SP:Iteration 93Q (194958.690000 sec): 3 clusters
  Score: Raw -1918858.925873 + Penalty 3270.325657 = -1915588.600216
  nChanged 0
		SP:Iteration 94F (194959.020000 sec): 3 clusters
  Score: Raw -1918858.925873 + Penalty 3270.325657 = -1915588.600216
  nChanged 0
Iteration 419Q (195059.800000 sec): 83 clusters
  Score: Raw -122389010.303246 + Penalty 189290.486852 = -122199719.816394
  nChanged 31
Iteration 420F (195264.550000 sec): 83 clusters
  Score: Raw -122389011.984064 + Penalty 189290.486852 = -122199721.497212
  nChanged 34
Iteration 421Q (195368.680000 sec): 83 clusters
  Score: Raw -122389014.322654 + Penalty 189290.486852 = -122199723.835802
  nChanged 27
Iteration 422Q (195472.840000 sec): 83 clusters
  Score: Raw -122389016.936004 + Penalty 189290.486852 = -122199726.449152
  nChanged 41
Iteration 423Q (195582.500000 sec): 83 clusters
  Score: Raw -122389020.131049 + Penalty 189290.486852 = -122199729.644197
  nChanged 47
Iteration 424Q (195688.420000 sec): 83 clusters
  Score: Raw -122389024.024528 + Penalty 189290.486852 = -122199733.537676
  nChanged 45
Iteration 425Q (195793.290000 sec): 83 clusters
  Score: Raw -122389028.093784 + Penalty 189290.486852 = -122199737.606932
  nChanged 73
Iteration 426Q (195903.370000 sec): 83 clusters
  Score: Raw -122389034.052090 + Penalty 189290.486852 = -122199743.565238
  nChanged 72
Iteration 427Q (196018.550000 sec): 83 clusters
  Score: Raw -122389039.165438 + Penalty 189290.486852 = -122199748.678586
  nChanged 68
Iteration 428Q (196125.740000 sec): 83 clusters
  Score: Raw -122389044.562941 + Penalty 189290.486852 = -122199754.076089
  nChanged 61
Iteration 429Q (196234.170000 sec): 83 clusters
  Score: Raw -122389049.563362 + Penalty 189290.486852 = -122199759.076510
  nChanged 65
Iteration 430Q (196349.320000 sec): 83 clusters
  Score: Raw -122389055.145476 + Penalty 189290.486852 = -122199764.658624
  nChanged 75
Iteration 431Q (196463.090000 sec): 83 clusters
  Score: Raw -122389062.167719 + Penalty 189290.486852 = -122199771.680867
  nChanged 83
Iteration 432Q (196580.040000 sec): 83 clusters
  Score: Raw -122389069.877833 + Penalty 189290.486852 = -122199779.390981
  nChanged 93
Iteration 433Q (196699.630000 sec): 83 clusters
  Score: Raw -122389079.197637 + Penalty 189290.486852 = -122199788.710785
  nChanged 94
Iteration 434Q (196813.610000 sec): 83 clusters
  Score: Raw -122389085.522156 + Penalty 189290.486852 = -122199795.035304
  nChanged 90
Iteration 435Q (196919.700000 sec): 83 clusters
  Score: Raw -122389093.493205 + Penalty 189290.486852 = -122199803.006353
  nChanged 90
Iteration 436Q (197025.160000 sec): 83 clusters
  Score: Raw -122389105.668152 + Penalty 189290.486852 = -122199815.181300
  nChanged 87
Iteration 437Q (197143.730000 sec): 83 clusters
  Score: Raw -122389112.072557 + Penalty 189290.486852 = -122199821.585705
  nChanged 89
Iteration 438Q (197248.770000 sec): 83 clusters
  Score: Raw -122389119.064275 + Penalty 189290.486852 = -122199828.577423
  nChanged 67
Iteration 439Q (197351.390000 sec): 83 clusters
  Score: Raw -122389124.861281 + Penalty 189290.486852 = -122199834.374429
  nChanged 57
Iteration 440F (197559.760000 sec): 83 clusters
  Score: Raw -122389128.850185 + Penalty 189290.486852 = -122199838.363333
  nChanged 52
Iteration 441Q (197665.940000 sec): 83 clusters
  Score: Raw -122389133.136319 + Penalty 189290.486852 = -122199842.649467
  nChanged 52
Iteration 442Q (197778.490000 sec): 83 clusters
  Score: Raw -122389136.859647 + Penalty 189290.486852 = -122199846.372796
  nChanged 58
Iteration 443Q (197892.260000 sec): 83 clusters
  Score: Raw -122389140.781268 + Penalty 189290.486852 = -122199850.294417
  nChanged 48
Iteration 444Q (198003.670000 sec): 83 clusters
  Score: Raw -122389143.193044 + Penalty 189290.486852 = -122199852.706193
  nChanged 40
Iteration 445Q (198115.850000 sec): 83 clusters
  Score: Raw -122389145.442859 + Penalty 189290.486852 = -122199854.956007
  nChanged 41
Iteration 446Q (198232.500000 sec): 83 clusters
  Score: Raw -122389147.494908 + Penalty 189290.486852 = -122199857.008056
  nChanged 34
Iteration 447Q (198341.030000 sec): 83 clusters
  Score: Raw -122389148.873145 + Penalty 189290.486852 = -122199858.386294
  nChanged 26
Iteration 448Q (198449.390000 sec): 83 clusters
  Score: Raw -122389150.378739 + Penalty 189290.486852 = -122199859.891887
  nChanged 29
Iteration 449Q (198572.630000 sec): 83 clusters
  Score: Raw -122389151.632458 + Penalty 189290.486852 = -122199861.145606
  nChanged 27
Iteration 450Q (198679.650000 sec): 83 clusters
  Score: Raw -122389152.501920 + Penalty 189290.486852 = -122199862.015068
  nChanged 19
Iteration 451Q (198787.350000 sec): 83 clusters
  Score: Raw -122389153.145076 + Penalty 189290.486852 = -122199862.658224
  nChanged 12
Iteration 452Q (198900.550000 sec): 83 clusters
  Score: Raw -122389153.648512 + Penalty 189290.486852 = -122199863.161660
  nChanged 3
Iteration 453Q (199012.500000 sec): 83 clusters
  Score: Raw -122389153.693887 + Penalty 189290.486852 = -122199863.207035
  nChanged 1
Iteration 454Q (199120.730000 sec): 83 clusters
  Score: Raw -122389153.725574 + Penalty 189290.486852 = -122199863.238722
  nChanged 1
Iteration 455Q (199231.840000 sec): 83 clusters
  Score: Raw -122389153.774586 + Penalty 189290.486852 = -122199863.287735
  nChanged 4
Iteration 456Q (199346.130000 sec): 83 clusters
  Score: Raw -122389153.971911 + Penalty 189290.486852 = -122199863.485059
  nChanged 2
Iteration 457Q (199467.000000 sec): 83 clusters
  Score: Raw -122389154.038026 + Penalty 189290.486852 = -122199863.551174
  nChanged 4
Iteration 458Q (199588.140000 sec): 83 clusters
  Score: Raw -122389154.346809 + Penalty 189290.486852 = -122199863.859957
  nChanged 5
Writing temp clu file 
Because OldScore, -122199863.551174, is greater than current (better) Score,-122199863.859957 
 Compute initial score before splitting:   Score: Raw -122389154.346809 + Penalty 189290.486852 = -122199863.859957
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 1 (44262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199588.730000 sec): 2 clusters
  Score: Raw -3894440.087928 + Penalty 1738.405793 = -3892701.682135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199589.130000 sec): 3 clusters
  Score: Raw -3866454.102946 + Penalty 3476.811585 = -3862977.291361
  nChanged 20713
		SP:Iteration 1F (199589.520000 sec): 3 clusters
  Score: Raw -3878314.075008 + Penalty 3476.811585 = -3874837.263423
  nChanged 1794
		SP:Iteration 2Q (199589.980000 sec): 3 clusters
  Score: Raw -3878834.060318 + Penalty 3476.811585 = -3875357.248733
  nChanged 1778
		SP:Iteration 3Q (199590.370000 sec): 3 clusters
  Score: Raw -3879408.599110 + Penalty 3476.811585 = -3875931.787524
  nChanged 1834
		SP:Iteration 4Q (199590.760000 sec): 3 clusters
  Score: Raw -3879995.830817 + Penalty 3476.811585 = -3876519.019232
  nChanged 1780
		SP:Iteration 5Q (199591.150000 sec): 3 clusters
  Score: Raw -3880605.142406 + Penalty 3476.811585 = -3877128.330821
  nChanged 1837
		SP:Iteration 6Q (199591.550000 sec): 3 clusters
  Score: Raw -3881291.990332 + Penalty 3476.811585 = -3877815.178747
  nChanged 1880
		SP:Iteration 7Q (199591.970000 sec): 3 clusters
  Score: Raw -3882104.532111 + Penalty 3476.811585 = -3878627.720526
  nChanged 2090
		SP:Iteration 8Q (199592.340000 sec): 3 clusters
  Score: Raw -3883238.836016 + Penalty 3476.811585 = -3879762.024431
  nChanged 2320
		SP:Iteration 9F (199592.730000 sec): 3 clusters
  Score: Raw -3884764.045082 + Penalty 3476.811585 = -3881287.233497
  nChanged 2354
		SP:Iteration 10F (199593.120000 sec): 3 clusters
  Score: Raw -3886445.215843 + Penalty 3476.811585 = -3882968.404258
  nChanged 2118
		SP:Iteration 11Q (199593.560000 sec): 3 clusters
  Score: Raw -3887953.607673 + Penalty 3476.811585 = -3884476.796088
  nChanged 1822
		SP:Iteration 12Q (199593.930000 sec): 3 clusters
  Score: Raw -3889112.697402 + Penalty 3476.811585 = -3885635.885817
  nChanged 1353
		SP:Iteration 13Q (199594.320000 sec): 3 clusters
  Score: Raw -3889824.146119 + Penalty 3476.811585 = -3886347.334534
  nChanged 1075
		SP:Iteration 14Q (199594.700000 sec): 3 clusters
  Score: Raw -3890330.923391 + Penalty 3476.811585 = -3886854.111806
  nChanged 881
		SP:Iteration 15Q (199595.120000 sec): 3 clusters
  Score: Raw -3890709.649222 + Penalty 3476.811585 = -3887232.837637
  nChanged 826
		SP:Iteration 16Q (199595.500000 sec): 3 clusters
  Score: Raw -3891062.783449 + Penalty 3476.811585 = -3887585.971864
  nChanged 762
		SP:Iteration 17Q (199595.910000 sec): 3 clusters
  Score: Raw -3891387.912521 + Penalty 3476.811585 = -3887911.100936
  nChanged 718
		SP:Iteration 18Q (199596.310000 sec): 3 clusters
  Score: Raw -3891707.086554 + Penalty 3476.811585 = -3888230.274969
  nChanged 684
		SP:Iteration 19Q (199596.670000 sec): 3 clusters
  Score: Raw -3892016.942622 + Penalty 3476.811585 = -3888540.131037
  nChanged 651
		SP:Iteration 20F (199597.070000 sec): 3 clusters
  Score: Raw -3892349.085456 + Penalty 3476.811585 = -3888872.273871
  nChanged 675
		SP:Iteration 21Q (199597.440000 sec): 3 clusters
  Score: Raw -3892728.052122 + Penalty 3476.811585 = -3889251.240537
  nChanged 623
		SP:Iteration 22Q (199597.830000 sec): 3 clusters
  Score: Raw -3893096.630098 + Penalty 3476.811585 = -3889619.818513
  nChanged 546
		SP:Iteration 23Q (199598.210000 sec): 3 clusters
  Score: Raw -3893458.835671 + Penalty 3476.811585 = -3889982.024086
  nChanged 474
		SP:Iteration 24Q (199598.610000 sec): 3 clusters
  Score: Raw -3893779.349089 + Penalty 3476.811585 = -3890302.537504
  nChanged 377
		SP:Iteration 25Q (199598.980000 sec): 3 clusters
  Score: Raw -3894056.802642 + Penalty 3476.811585 = -3890579.991057
  nChanged 290
		SP:Iteration 26Q (199599.330000 sec): 3 clusters
  Score: Raw -3894261.214907 + Penalty 3476.811585 = -3890784.403322
  nChanged 184
		SP:Iteration 27Q (199599.690000 sec): 3 clusters
  Score: Raw -3894393.783895 + Penalty 3476.811585 = -3890916.972310
  nChanged 145
		SP:Iteration 28Q (199600.040000 sec): 3 clusters
  Score: Raw -3894518.332748 + Penalty 3476.811585 = -3891041.521163
  nChanged 110
		SP:Iteration 29Q (199600.400000 sec): 3 clusters
  Score: Raw -3894627.003818 + Penalty 3476.811585 = -3891150.192233
  nChanged 84
		SP:Iteration 30Q (199600.760000 sec): 3 clusters
  Score: Raw -3894716.224097 + Penalty 3476.811585 = -3891239.412512
  nChanged 60
		SP:Iteration 31Q (199601.100000 sec): 3 clusters
  Score: Raw -3894789.494271 + Penalty 3476.811585 = -3891312.682686
  nChanged 43
		SP:Iteration 32Q (199601.420000 sec): 3 clusters
  Score: Raw -3894838.387820 + Penalty 3476.811585 = -3891361.576235
  nChanged 39
		SP:Iteration 33Q (199601.780000 sec): 3 clusters
  Score: Raw -3894871.112273 + Penalty 3476.811585 = -3891394.300688
  nChanged 35
		SP:Iteration 34Q (199602.210000 sec): 3 clusters
  Score: Raw -3894895.464535 + Penalty 3476.811585 = -3891418.652950
  nChanged 27
		SP:Iteration 35Q (199602.600000 sec): 3 clusters
  Score: Raw -3894912.725196 + Penalty 3476.811585 = -3891435.913611
  nChanged 18
		SP:Iteration 36Q (199602.960000 sec): 3 clusters
  Score: Raw -3894923.229806 + Penalty 3476.811585 = -3891446.418221
  nChanged 13
		SP:Iteration 37Q (199603.360000 sec): 3 clusters
  Score: Raw -3894929.307460 + Penalty 3476.811585 = -3891452.495875
  nChanged 7
		SP:Iteration 38Q (199603.730000 sec): 3 clusters
  Score: Raw -3894931.937447 + Penalty 3476.811585 = -3891455.125862
  nChanged 3
		SP:Iteration 39Q (199604.090000 sec): 3 clusters
  Score: Raw -3894932.989540 + Penalty 3476.811585 = -3891456.177955
  nChanged 4
		SP:Iteration 40F (199604.440000 sec): 3 clusters
  Score: Raw -3894935.232677 + Penalty 3476.811585 = -3891458.421092
  nChanged 5
		SP:Iteration 41Q (199604.730000 sec): 3 clusters
  Score: Raw -3894937.230920 + Penalty 3476.811585 = -3891460.419335
  nChanged 5
		SP:Iteration 42Q (199605.100000 sec): 3 clusters
  Score: Raw -3894939.010142 + Penalty 3476.811585 = -3891462.198557
  nChanged 2
		SP:Iteration 43Q (199605.510000 sec): 3 clusters
  Score: Raw -3894940.005037 + Penalty 3476.811585 = -3891463.193452
  nChanged 1
		SP:Iteration 44Q (199605.940000 sec): 3 clusters
  Score: Raw -3894941.057778 + Penalty 3476.811585 = -3891464.246193
  nChanged 0
		SP:Iteration 45F (199606.330000 sec): 3 clusters
  Score: Raw -3894941.057778 + Penalty 3476.811585 = -3891464.246193
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 2 (6642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199606.530000 sec): 2 clusters
  Score: Raw -547325.155763 + Penalty 1430.189865 = -545894.965898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199606.720000 sec): 3 clusters
  Score: Raw -543774.852237 + Penalty 2860.379731 = -540914.472506
  nChanged 2789
		SP:Iteration 1F (199606.930000 sec): 3 clusters
  Score: Raw -545402.979072 + Penalty 2860.379731 = -542542.599341
  nChanged 518
		SP:Iteration 2F (199607.120000 sec): 3 clusters
  Score: Raw -545748.083291 + Penalty 2860.379731 = -542887.703560
  nChanged 462
		SP:Iteration 3F (199607.310000 sec): 3 clusters
  Score: Raw -546091.775428 + Penalty 2860.379731 = -543231.395697
  nChanged 437
		SP:Iteration 4F (199607.520000 sec): 3 clusters
  Score: Raw -546448.073895 + Penalty 2860.379731 = -543587.694164
  nChanged 431
		SP:Iteration 5F (199607.760000 sec): 3 clusters
  Score: Raw -546805.538482 + Penalty 2860.379731 = -543945.158752
  nChanged 363
		SP:Iteration 6F (199607.930000 sec): 3 clusters
  Score: Raw -547073.669121 + Penalty 2860.379731 = -544213.289390
  nChanged 281
		SP:Iteration 7Q (199608.150000 sec): 3 clusters
  Score: Raw -547278.911388 + Penalty 2860.379731 = -544418.531658
  nChanged 190
		SP:Iteration 8Q (199608.400000 sec): 3 clusters
  Score: Raw -547419.697740 + Penalty 2860.379731 = -544559.318009
  nChanged 145
		SP:Iteration 9Q (199608.620000 sec): 3 clusters
  Score: Raw -547520.247302 + Penalty 2860.379731 = -544659.867572
  nChanged 103
		SP:Iteration 10Q (199608.870000 sec): 3 clusters
  Score: Raw -547583.937214 + Penalty 2860.379731 = -544723.557484
  nChanged 77
		SP:Iteration 11Q (199609.070000 sec): 3 clusters
  Score: Raw -547631.520623 + Penalty 2860.379731 = -544771.140893
  nChanged 52
		SP:Iteration 12Q (199609.310000 sec): 3 clusters
  Score: Raw -547660.092308 + Penalty 2860.379731 = -544799.712578
  nChanged 44
		SP:Iteration 13Q (199609.480000 sec): 3 clusters
  Score: Raw -547679.210080 + Penalty 2860.379731 = -544818.830349
  nChanged 26
		SP:Iteration 14Q (199609.720000 sec): 3 clusters
  Score: Raw -547692.923249 + Penalty 2860.379731 = -544832.543519
  nChanged 20
		SP:Iteration 15Q (199609.900000 sec): 3 clusters
  Score: Raw -547702.444720 + Penalty 2860.379731 = -544842.064989
  nChanged 18
		SP:Iteration 16Q (199610.120000 sec): 3 clusters
  Score: Raw -547709.740601 + Penalty 2860.379731 = -544849.360870
  nChanged 21
		SP:Iteration 17Q (199610.320000 sec): 3 clusters
  Score: Raw -547717.109379 + Penalty 2860.379731 = -544856.729648
  nChanged 17
		SP:Iteration 18Q (199610.510000 sec): 3 clusters
  Score: Raw -547723.424229 + Penalty 2860.379731 = -544863.044498
  nChanged 10
		SP:Iteration 19Q (199610.730000 sec): 3 clusters
  Score: Raw -547726.998775 + Penalty 2860.379731 = -544866.619045
  nChanged 9
		SP:Iteration 20F (199610.940000 sec): 3 clusters
  Score: Raw -547729.561180 + Penalty 2860.379731 = -544869.181449
  nChanged 8
		SP:Iteration 21Q (199611.160000 sec): 3 clusters
  Score: Raw -547731.576810 + Penalty 2860.379731 = -544871.197079
  nChanged 7
		SP:Iteration 22Q (199611.400000 sec): 3 clusters
  Score: Raw -547733.604035 + Penalty 2860.379731 = -544873.224304
  nChanged 4
		SP:Iteration 23Q (199611.620000 sec): 3 clusters
  Score: Raw -547735.148589 + Penalty 2860.379731 = -544874.768859
  nChanged 10
		SP:Iteration 24Q (199611.840000 sec): 3 clusters
  Score: Raw -547737.642699 + Penalty 2860.379731 = -544877.262969
  nChanged 6
		SP:Iteration 25Q (199612.060000 sec): 3 clusters
  Score: Raw -547739.402252 + Penalty 2860.379731 = -544879.022521
  nChanged 5
		SP:Iteration 26Q (199612.320000 sec): 3 clusters
  Score: Raw -547740.858708 + Penalty 2860.379731 = -544880.478977
  nChanged 6
		SP:Iteration 27Q (199612.480000 sec): 3 clusters
  Score: Raw -547742.816725 + Penalty 2860.379731 = -544882.436994
  nChanged 2
		SP:Iteration 28Q (199612.680000 sec): 3 clusters
  Score: Raw -547743.475188 + Penalty 2860.379731 = -544883.095457
  nChanged 3
		SP:Iteration 29Q (199612.880000 sec): 3 clusters
  Score: Raw -547744.462367 + Penalty 2860.379731 = -544884.082636
  nChanged 3
		SP:Iteration 30Q (199613.100000 sec): 3 clusters
  Score: Raw -547745.840182 + Penalty 2860.379731 = -544885.460451
  nChanged 3
		SP:Iteration 31Q (199613.340000 sec): 3 clusters
  Score: Raw -547746.880233 + Penalty 2860.379731 = -544886.500502
  nChanged 4
		SP:Iteration 32Q (199613.490000 sec): 3 clusters
  Score: Raw -547748.367667 + Penalty 2860.379731 = -544887.987937
  nChanged 5
		SP:Iteration 33Q (199613.660000 sec): 3 clusters
  Score: Raw -547749.668669 + Penalty 2860.379731 = -544889.288938
  nChanged 5
		SP:Iteration 34Q (199613.910000 sec): 3 clusters
  Score: Raw -547750.403070 + Penalty 2860.379731 = -544890.023339
  nChanged 2
		SP:Iteration 35Q (199614.120000 sec): 3 clusters
  Score: Raw -547750.668161 + Penalty 2860.379731 = -544890.288431
  nChanged 1
		SP:Iteration 36Q (199614.330000 sec): 3 clusters
  Score: Raw -547750.936017 + Penalty 2860.379731 = -544890.556287
  nChanged 3
		SP:Iteration 37Q (199614.540000 sec): 3 clusters
  Score: Raw -547751.217402 + Penalty 2860.379731 = -544890.837672
  nChanged 1
		SP:Iteration 38Q (199614.730000 sec): 3 clusters
  Score: Raw -547751.401454 + Penalty 2860.379731 = -544891.021723
  nChanged 1
		SP:Iteration 39Q (199614.950000 sec): 3 clusters
  Score: Raw -547752.092224 + Penalty 2860.379731 = -544891.712493
  nChanged 2
		SP:Iteration 40F (199615.170000 sec): 3 clusters
  Score: Raw -547752.877761 + Penalty 2860.379731 = -544892.498031
  nChanged 2
		SP:Iteration 41Q (199615.380000 sec): 3 clusters
  Score: Raw -547753.751765 + Penalty 2860.379731 = -544893.372034
  nChanged 0
		SP:Iteration 42F (199615.590000 sec): 3 clusters
  Score: Raw -547753.751765 + Penalty 2860.379731 = -544893.372034
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 3 (4009 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199615.760000 sec): 2 clusters
  Score: Raw -339138.650352 + Penalty 1348.148281 = -337790.502071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199615.920000 sec): 3 clusters
  Score: Raw -337143.559674 + Penalty 2696.296562 = -334447.263113
  nChanged 1605
		SP:Iteration 1F (199616.140000 sec): 3 clusters
  Score: Raw -338124.526142 + Penalty 2696.296562 = -335428.229580
  nChanged 374
		SP:Iteration 2F (199616.320000 sec): 3 clusters
  Score: Raw -338391.255332 + Penalty 2696.296562 = -335694.958770
  nChanged 227
		SP:Iteration 3F (199616.540000 sec): 3 clusters
  Score: Raw -338548.288899 + Penalty 2696.296562 = -335851.992337
  nChanged 179
		SP:Iteration 4Q (199616.710000 sec): 3 clusters
  Score: Raw -338662.553673 + Penalty 2696.296562 = -335966.257112
  nChanged 155
		SP:Iteration 5Q (199616.900000 sec): 3 clusters
  Score: Raw -338754.323978 + Penalty 2696.296562 = -336058.027416
  nChanged 106
		SP:Iteration 6Q (199617.140000 sec): 3 clusters
  Score: Raw -338804.799475 + Penalty 2696.296562 = -336108.502913
  nChanged 83
		SP:Iteration 7Q (199617.320000 sec): 3 clusters
  Score: Raw -338847.329126 + Penalty 2696.296562 = -336151.032564
  nChanged 74
		SP:Iteration 8Q (199617.540000 sec): 3 clusters
  Score: Raw -338890.873207 + Penalty 2696.296562 = -336194.576645
  nChanged 80
		SP:Iteration 9Q (199617.730000 sec): 3 clusters
  Score: Raw -338936.592200 + Penalty 2696.296562 = -336240.295638
  nChanged 88
		SP:Iteration 10Q (199617.930000 sec): 3 clusters
  Score: Raw -338978.711867 + Penalty 2696.296562 = -336282.415305
  nChanged 75
		SP:Iteration 11Q (199618.140000 sec): 3 clusters
  Score: Raw -339023.955181 + Penalty 2696.296562 = -336327.658619
  nChanged 75
		SP:Iteration 12Q (199618.330000 sec): 3 clusters
  Score: Raw -339064.023574 + Penalty 2696.296562 = -336367.727013
  nChanged 57
		SP:Iteration 13Q (199618.570000 sec): 3 clusters
  Score: Raw -339091.930641 + Penalty 2696.296562 = -336395.634080
  nChanged 48
		SP:Iteration 14Q (199618.780000 sec): 3 clusters
  Score: Raw -339115.805273 + Penalty 2696.296562 = -336419.508712
  nChanged 40
		SP:Iteration 15Q (199618.950000 sec): 3 clusters
  Score: Raw -339135.705285 + Penalty 2696.296562 = -336439.408723
  nChanged 33
		SP:Iteration 16Q (199619.120000 sec): 3 clusters
  Score: Raw -339150.853436 + Penalty 2696.296562 = -336454.556875
  nChanged 22
		SP:Iteration 17Q (199619.320000 sec): 3 clusters
  Score: Raw -339159.400044 + Penalty 2696.296562 = -336463.103483
  nChanged 19
		SP:Iteration 18Q (199619.540000 sec): 3 clusters
  Score: Raw -339166.191307 + Penalty 2696.296562 = -336469.894745
  nChanged 21
		SP:Iteration 19Q (199619.710000 sec): 3 clusters
  Score: Raw -339176.006370 + Penalty 2696.296562 = -336479.709808
  nChanged 25
		SP:Iteration 20F (199619.890000 sec): 3 clusters
  Score: Raw -339185.797646 + Penalty 2696.296562 = -336489.501084
  nChanged 21
		SP:Iteration 21Q (199620.040000 sec): 3 clusters
  Score: Raw -339193.701295 + Penalty 2696.296562 = -336497.404733
  nChanged 15
		SP:Iteration 22Q (199620.240000 sec): 3 clusters
  Score: Raw -339199.428080 + Penalty 2696.296562 = -336503.131518
  nChanged 13
		SP:Iteration 23Q (199620.410000 sec): 3 clusters
  Score: Raw -339203.561833 + Penalty 2696.296562 = -336507.265272
  nChanged 16
		SP:Iteration 24Q (199620.610000 sec): 3 clusters
  Score: Raw -339209.635934 + Penalty 2696.296562 = -336513.339373
  nChanged 19
		SP:Iteration 25Q (199620.810000 sec): 3 clusters
  Score: Raw -339215.887375 + Penalty 2696.296562 = -336519.590813
  nChanged 16
		SP:Iteration 26Q (199621.010000 sec): 3 clusters
  Score: Raw -339223.033768 + Penalty 2696.296562 = -336526.737206
  nChanged 24
		SP:Iteration 27Q (199621.130000 sec): 3 clusters
  Score: Raw -339234.484419 + Penalty 2696.296562 = -336538.187858
  nChanged 26
		SP:Iteration 28Q (199621.310000 sec): 3 clusters
  Score: Raw -339246.010677 + Penalty 2696.296562 = -336549.714116
  nChanged 25
		SP:Iteration 29Q (199621.480000 sec): 3 clusters
  Score: Raw -339255.196329 + Penalty 2696.296562 = -336558.899767
  nChanged 19
		SP:Iteration 30Q (199621.690000 sec): 3 clusters
  Score: Raw -339262.664199 + Penalty 2696.296562 = -336566.367638
  nChanged 23
		SP:Iteration 31Q (199621.850000 sec): 3 clusters
  Score: Raw -339276.272821 + Penalty 2696.296562 = -336579.976260
  nChanged 30
		SP:Iteration 32Q (199622.020000 sec): 3 clusters
  Score: Raw -339297.747900 + Penalty 2696.296562 = -336601.451338
  nChanged 26
		SP:Iteration 33Q (199622.180000 sec): 3 clusters
  Score: Raw -339317.395510 + Penalty 2696.296562 = -336621.098948
  nChanged 24
		SP:Iteration 34Q (199622.400000 sec): 3 clusters
  Score: Raw -339338.031086 + Penalty 2696.296562 = -336641.734525
  nChanged 20
		SP:Iteration 35Q (199622.560000 sec): 3 clusters
  Score: Raw -339351.355296 + Penalty 2696.296562 = -336655.058734
  nChanged 12
		SP:Iteration 36Q (199622.790000 sec): 3 clusters
  Score: Raw -339358.489477 + Penalty 2696.296562 = -336662.192915
  nChanged 12
		SP:Iteration 37Q (199622.930000 sec): 3 clusters
  Score: Raw -339366.670873 + Penalty 2696.296562 = -336670.374311
  nChanged 12
		SP:Iteration 38Q (199623.100000 sec): 3 clusters
  Score: Raw -339377.544283 + Penalty 2696.296562 = -336681.247721
  nChanged 13
		SP:Iteration 39Q (199623.310000 sec): 3 clusters
  Score: Raw -339383.529893 + Penalty 2696.296562 = -336687.233331
  nChanged 6
		SP:Iteration 40F (199623.470000 sec): 3 clusters
  Score: Raw -339386.832541 + Penalty 2696.296562 = -336690.535979
  nChanged 7
		SP:Iteration 41Q (199623.650000 sec): 3 clusters
  Score: Raw -339389.915944 + Penalty 2696.296562 = -336693.619382
  nChanged 8
		SP:Iteration 42Q (199623.840000 sec): 3 clusters
  Score: Raw -339394.393399 + Penalty 2696.296562 = -336698.096837
  nChanged 4
		SP:Iteration 43Q (199623.970000 sec): 3 clusters
  Score: Raw -339397.626125 + Penalty 2696.296562 = -336701.329563
  nChanged 4
		SP:Iteration 44Q (199624.150000 sec): 3 clusters
  Score: Raw -339399.325404 + Penalty 2696.296562 = -336703.028842
  nChanged 3
		SP:Iteration 45Q (199624.370000 sec): 3 clusters
  Score: Raw -339400.606120 + Penalty 2696.296562 = -336704.309558
  nChanged 2
		SP:Iteration 46Q (199624.570000 sec): 3 clusters
  Score: Raw -339401.466977 + Penalty 2696.296562 = -336705.170416
  nChanged 3
		SP:Iteration 47Q (199624.730000 sec): 3 clusters
  Score: Raw -339402.328083 + Penalty 2696.296562 = -336706.031521
  nChanged 2
		SP:Iteration 48Q (199624.910000 sec): 3 clusters
  Score: Raw -339403.805316 + Penalty 2696.296562 = -336707.508754
  nChanged 2
		SP:Iteration 49Q (199625.070000 sec): 3 clusters
  Score: Raw -339404.995485 + Penalty 2696.296562 = -336708.698924
  nChanged 2
		SP:Iteration 50Q (199625.250000 sec): 3 clusters
  Score: Raw -339405.816104 + Penalty 2696.296562 = -336709.519542
  nChanged 3
		SP:Iteration 51Q (199625.430000 sec): 3 clusters
  Score: Raw -339407.460072 + Penalty 2696.296562 = -336711.163510
  nChanged 7
		SP:Iteration 52Q (199625.650000 sec): 3 clusters
  Score: Raw -339410.674280 + Penalty 2696.296562 = -336714.377718
  nChanged 3
		SP:Iteration 53Q (199625.850000 sec): 3 clusters
  Score: Raw -339413.671535 + Penalty 2696.296562 = -336717.374973
  nChanged 7
		SP:Iteration 54Q (199626.040000 sec): 3 clusters
  Score: Raw -339418.304783 + Penalty 2696.296562 = -336722.008222
  nChanged 7
		SP:Iteration 55Q (199626.230000 sec): 3 clusters
  Score: Raw -339422.586418 + Penalty 2696.296562 = -336726.289856
  nChanged 6
		SP:Iteration 56Q (199626.430000 sec): 3 clusters
  Score: Raw -339426.938937 + Penalty 2696.296562 = -336730.642375
  nChanged 7
		SP:Iteration 57Q (199626.660000 sec): 3 clusters
  Score: Raw -339429.720889 + Penalty 2696.296562 = -336733.424328
  nChanged 2
		SP:Iteration 58Q (199626.860000 sec): 3 clusters
  Score: Raw -339430.415711 + Penalty 2696.296562 = -336734.119150
  nChanged 2
		SP:Iteration 59Q (199627.030000 sec): 3 clusters
  Score: Raw -339431.673785 + Penalty 2696.296562 = -336735.377224
  nChanged 1
		SP:Iteration 60F (199627.210000 sec): 3 clusters
  Score: Raw -339432.100370 + Penalty 2696.296562 = -336735.803809
  nChanged 1
		SP:Iteration 61Q (199627.430000 sec): 3 clusters
  Score: Raw -339432.720480 + Penalty 2696.296562 = -336736.423919
  nChanged 1
		SP:Iteration 62Q (199627.620000 sec): 3 clusters
  Score: Raw -339433.598864 + Penalty 2696.296562 = -336737.302303
  nChanged 4
		SP:Iteration 63Q (199627.830000 sec): 3 clusters
  Score: Raw -339435.543135 + Penalty 2696.296562 = -336739.246574
  nChanged 2
		SP:Iteration 64Q (199628.010000 sec): 3 clusters
  Score: Raw -339436.571484 + Penalty 2696.296562 = -336740.274923
  nChanged 3
		SP:Iteration 65Q (199628.260000 sec): 3 clusters
  Score: Raw -339438.950937 + Penalty 2696.296562 = -336742.654375
  nChanged 3
		SP:Iteration 66Q (199628.430000 sec): 3 clusters
  Score: Raw -339440.682787 + Penalty 2696.296562 = -336744.386225
  nChanged 4
		SP:Iteration 67Q (199628.610000 sec): 3 clusters
  Score: Raw -339444.154832 + Penalty 2696.296562 = -336747.858271
  nChanged 6
		SP:Iteration 68Q (199628.780000 sec): 3 clusters
  Score: Raw -339449.271347 + Penalty 2696.296562 = -336752.974786
  nChanged 6
		SP:Iteration 69Q (199628.950000 sec): 3 clusters
  Score: Raw -339453.052735 + Penalty 2696.296562 = -336756.756173
  nChanged 7
		SP:Iteration 70Q (199629.130000 sec): 3 clusters
  Score: Raw -339456.998176 + Penalty 2696.296562 = -336760.701614
  nChanged 6
		SP:Iteration 71Q (199629.340000 sec): 3 clusters
  Score: Raw -339460.568410 + Penalty 2696.296562 = -336764.271848
  nChanged 7
		SP:Iteration 72Q (199629.470000 sec): 3 clusters
  Score: Raw -339465.972825 + Penalty 2696.296562 = -336769.676263
  nChanged 4
		SP:Iteration 73Q (199629.650000 sec): 3 clusters
  Score: Raw -339468.768088 + Penalty 2696.296562 = -336772.471526
  nChanged 4
		SP:Iteration 74Q (199629.810000 sec): 3 clusters
  Score: Raw -339470.275550 + Penalty 2696.296562 = -336773.978988
  nChanged 3
		SP:Iteration 75Q (199630.050000 sec): 3 clusters
  Score: Raw -339471.842687 + Penalty 2696.296562 = -336775.546126
  nChanged 1
		SP:Iteration 76Q (199630.270000 sec): 3 clusters
  Score: Raw -339472.528789 + Penalty 2696.296562 = -336776.232227
  nChanged 2
		SP:Iteration 77Q (199630.460000 sec): 3 clusters
  Score: Raw -339474.060600 + Penalty 2696.296562 = -336777.764038
  nChanged 4
		SP:Iteration 78Q (199630.690000 sec): 3 clusters
  Score: Raw -339477.439574 + Penalty 2696.296562 = -336781.143012
  nChanged 6
		SP:Iteration 79Q (199630.870000 sec): 3 clusters
  Score: Raw -339482.406527 + Penalty 2696.296562 = -336786.109966
  nChanged 8
		SP:Iteration 80F (199631.040000 sec): 3 clusters
  Score: Raw -339489.102025 + Penalty 2696.296562 = -336792.805464
  nChanged 4
		SP:Iteration 81Q (199631.270000 sec): 3 clusters
  Score: Raw -339492.257198 + Penalty 2696.296562 = -336795.960636
  nChanged 4
		SP:Iteration 82Q (199631.450000 sec): 3 clusters
  Score: Raw -339495.375654 + Penalty 2696.296562 = -336799.079093
  nChanged 5
		SP:Iteration 83Q (199631.650000 sec): 3 clusters
  Score: Raw -339499.597593 + Penalty 2696.296562 = -336803.301031
  nChanged 2
		SP:Iteration 84Q (199631.790000 sec): 3 clusters
  Score: Raw -339501.541741 + Penalty 2696.296562 = -336805.245179
  nChanged 2
		SP:Iteration 85Q (199631.990000 sec): 3 clusters
  Score: Raw -339503.283723 + Penalty 2696.296562 = -336806.987161
  nChanged 2
		SP:Iteration 86Q (199632.150000 sec): 3 clusters
  Score: Raw -339504.133265 + Penalty 2696.296562 = -336807.836704
  nChanged 0
		SP:Iteration 87F (199632.350000 sec): 3 clusters
  Score: Raw -339504.133265 + Penalty 2696.296562 = -336807.836704
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 4 (16597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199632.550000 sec): 2 clusters
  Score: Raw -1588599.274635 + Penalty 1579.008801 = -1587020.265835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199632.800000 sec): 3 clusters
  Score: Raw -1578759.843015 + Penalty 3158.017601 = -1575601.825414
  nChanged 7386
		SP:Iteration 1F (199633.050000 sec): 3 clusters
  Score: Raw -1582640.779162 + Penalty 3158.017601 = -1579482.761560
  nChanged 746
		SP:Iteration 2Q (199633.310000 sec): 3 clusters
  Score: Raw -1582857.306009 + Penalty 3158.017601 = -1579699.288407
  nChanged 628
		SP:Iteration 3Q (199633.580000 sec): 3 clusters
  Score: Raw -1583022.959593 + Penalty 3158.017601 = -1579864.941991
  nChanged 522
		SP:Iteration 4Q (199633.830000 sec): 3 clusters
  Score: Raw -1583150.379008 + Penalty 3158.017601 = -1579992.361406
  nChanged 451
		SP:Iteration 5Q (199634.080000 sec): 3 clusters
  Score: Raw -1583256.906138 + Penalty 3158.017601 = -1580098.888536
  nChanged 415
		SP:Iteration 6Q (199634.370000 sec): 3 clusters
  Score: Raw -1583345.005431 + Penalty 3158.017601 = -1580186.987830
  nChanged 373
		SP:Iteration 7Q (199634.650000 sec): 3 clusters
  Score: Raw -1583432.251255 + Penalty 3158.017601 = -1580274.233654
  nChanged 370
		SP:Iteration 8Q (199634.950000 sec): 3 clusters
  Score: Raw -1583521.134173 + Penalty 3158.017601 = -1580363.116572
  nChanged 382
		SP:Iteration 9Q (199635.220000 sec): 3 clusters
  Score: Raw -1583620.174541 + Penalty 3158.017601 = -1580462.156940
  nChanged 394
		SP:Iteration 10Q (199635.510000 sec): 3 clusters
  Score: Raw -1583725.770081 + Penalty 3158.017601 = -1580567.752479
  nChanged 416
		SP:Iteration 11Q (199635.840000 sec): 3 clusters
  Score: Raw -1583842.829365 + Penalty 3158.017601 = -1580684.811764
  nChanged 401
		SP:Iteration 12Q (199636.100000 sec): 3 clusters
  Score: Raw -1583975.830389 + Penalty 3158.017601 = -1580817.812788
  nChanged 428
		SP:Iteration 13Q (199636.370000 sec): 3 clusters
  Score: Raw -1584137.837020 + Penalty 3158.017601 = -1580979.819419
  nChanged 522
		SP:Iteration 14Q (199636.670000 sec): 3 clusters
  Score: Raw -1584379.683299 + Penalty 3158.017601 = -1581221.665697
  nChanged 617
		SP:Iteration 15Q (199636.900000 sec): 3 clusters
  Score: Raw -1584738.771467 + Penalty 3158.017601 = -1581580.753866
  nChanged 730
		SP:Iteration 16Q (199637.200000 sec): 3 clusters
  Score: Raw -1585250.646216 + Penalty 3158.017601 = -1582092.628615
  nChanged 769
		SP:Iteration 17Q (199637.450000 sec): 3 clusters
  Score: Raw -1585811.057713 + Penalty 3158.017601 = -1582653.040112
  nChanged 728
		SP:Iteration 18Q (199637.700000 sec): 3 clusters
  Score: Raw -1586343.001366 + Penalty 3158.017601 = -1583184.983765
  nChanged 585
		SP:Iteration 19Q (199637.990000 sec): 3 clusters
  Score: Raw -1586747.426620 + Penalty 3158.017601 = -1583589.409018
  nChanged 473
		SP:Iteration 20F (199638.270000 sec): 3 clusters
  Score: Raw -1587045.219519 + Penalty 3158.017601 = -1583887.201918
  nChanged 362
		SP:Iteration 21Q (199638.570000 sec): 3 clusters
  Score: Raw -1587259.787969 + Penalty 3158.017601 = -1584101.770367
  nChanged 329
		SP:Iteration 22Q (199638.880000 sec): 3 clusters
  Score: Raw -1587471.563607 + Penalty 3158.017601 = -1584313.546006
  nChanged 322
		SP:Iteration 23Q (199639.110000 sec): 3 clusters
  Score: Raw -1587688.772919 + Penalty 3158.017601 = -1584530.755318
  nChanged 277
		SP:Iteration 24Q (199639.390000 sec): 3 clusters
  Score: Raw -1587887.738457 + Penalty 3158.017601 = -1584729.720855
  nChanged 220
		SP:Iteration 25Q (199639.650000 sec): 3 clusters
  Score: Raw -1588038.476475 + Penalty 3158.017601 = -1584880.458874
  nChanged 194
		SP:Iteration 26Q (199639.910000 sec): 3 clusters
  Score: Raw -1588173.478375 + Penalty 3158.017601 = -1585015.460774
  nChanged 146
		SP:Iteration 27Q (199640.160000 sec): 3 clusters
  Score: Raw -1588276.951886 + Penalty 3158.017601 = -1585118.934284
  nChanged 123
		SP:Iteration 28Q (199640.430000 sec): 3 clusters
  Score: Raw -1588370.160666 + Penalty 3158.017601 = -1585212.143064
  nChanged 97
		SP:Iteration 29Q (199640.660000 sec): 3 clusters
  Score: Raw -1588442.523684 + Penalty 3158.017601 = -1585284.506083
  nChanged 81
		SP:Iteration 30Q (199640.930000 sec): 3 clusters
  Score: Raw -1588496.282925 + Penalty 3158.017601 = -1585338.265323
  nChanged 58
		SP:Iteration 31Q (199641.150000 sec): 3 clusters
  Score: Raw -1588539.230771 + Penalty 3158.017601 = -1585381.213170
  nChanged 59
		SP:Iteration 32Q (199641.380000 sec): 3 clusters
  Score: Raw -1588582.424099 + Penalty 3158.017601 = -1585424.406497
  nChanged 45
		SP:Iteration 33Q (199641.660000 sec): 3 clusters
  Score: Raw -1588617.683067 + Penalty 3158.017601 = -1585459.665465
  nChanged 31
		SP:Iteration 34Q (199641.930000 sec): 3 clusters
  Score: Raw -1588644.233043 + Penalty 3158.017601 = -1585486.215442
  nChanged 25
		SP:Iteration 35Q (199642.190000 sec): 3 clusters
  Score: Raw -1588669.138836 + Penalty 3158.017601 = -1585511.121234
  nChanged 24
		SP:Iteration 36Q (199642.430000 sec): 3 clusters
  Score: Raw -1588689.877253 + Penalty 3158.017601 = -1585531.859651
  nChanged 16
		SP:Iteration 37Q (199642.650000 sec): 3 clusters
  Score: Raw -1588707.663103 + Penalty 3158.017601 = -1585549.645501
  nChanged 18
		SP:Iteration 38Q (199642.880000 sec): 3 clusters
  Score: Raw -1588722.207236 + Penalty 3158.017601 = -1585564.189635
  nChanged 12
		SP:Iteration 39Q (199643.120000 sec): 3 clusters
  Score: Raw -1588733.301357 + Penalty 3158.017601 = -1585575.283756
  nChanged 13
		SP:Iteration 40F (199643.370000 sec): 3 clusters
  Score: Raw -1588744.096572 + Penalty 3158.017601 = -1585586.078970
  nChanged 9
		SP:Iteration 41Q (199643.620000 sec): 3 clusters
  Score: Raw -1588750.970135 + Penalty 3158.017601 = -1585592.952534
  nChanged 5
		SP:Iteration 42Q (199643.880000 sec): 3 clusters
  Score: Raw -1588754.822119 + Penalty 3158.017601 = -1585596.804517
  nChanged 3
		SP:Iteration 43Q (199644.110000 sec): 3 clusters
  Score: Raw -1588757.292409 + Penalty 3158.017601 = -1585599.274807
  nChanged 2
		SP:Iteration 44Q (199644.370000 sec): 3 clusters
  Score: Raw -1588758.752141 + Penalty 3158.017601 = -1585600.734540
  nChanged 1
		SP:Iteration 45Q (199644.610000 sec): 3 clusters
  Score: Raw -1588759.419235 + Penalty 3158.017601 = -1585601.401633
  nChanged 1
		SP:Iteration 46Q (199644.850000 sec): 3 clusters
  Score: Raw -1588760.755302 + Penalty 3158.017601 = -1585602.737701
  nChanged 1
		SP:Iteration 47Q (199645.090000 sec): 3 clusters
  Score: Raw -1588761.813905 + Penalty 3158.017601 = -1585603.796304
  nChanged 0
		SP:Iteration 48F (199645.340000 sec): 3 clusters
  Score: Raw -1588761.813905 + Penalty 3158.017601 = -1585603.796304
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 5 (162256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199646.020000 sec): 2 clusters
  Score: Raw -13898673.993665 + Penalty 1949.501225 = -13896724.492440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199646.810000 sec): 3 clusters
  Score: Raw -13791435.240765 + Penalty 3899.002450 = -13787536.238315
  nChanged 78626
		SP:Iteration 1F (199647.670000 sec): 3 clusters
  Score: Raw -13838756.849928 + Penalty 3899.002450 = -13834857.847478
  nChanged 6804
		SP:Iteration 2Q (199648.520000 sec): 3 clusters
  Score: Raw -13841337.261195 + Penalty 3899.002450 = -13837438.258745
  nChanged 8845
		SP:Iteration 3F (199649.340000 sec): 3 clusters
  Score: Raw -13845683.926912 + Penalty 3899.002450 = -13841784.924462
  nChanged 11022
		SP:Iteration 4F (199650.100000 sec): 3 clusters
  Score: Raw -13852160.525068 + Penalty 3899.002450 = -13848261.522618
  nChanged 12204
		SP:Iteration 5F (199650.920000 sec): 3 clusters
  Score: Raw -13860038.063347 + Penalty 3899.002450 = -13856139.060898
  nChanged 11722
		SP:Iteration 6F (199651.820000 sec): 3 clusters
  Score: Raw -13867798.163182 + Penalty 3899.002450 = -13863899.160733
  nChanged 10108
		SP:Iteration 7F (199652.670000 sec): 3 clusters
  Score: Raw -13874548.543683 + Penalty 3899.002450 = -13870649.541233
  nChanged 8771
		SP:Iteration 8F (199653.590000 sec): 3 clusters
  Score: Raw -13881140.506638 + Penalty 3899.002450 = -13877241.504188
  nChanged 7788
		SP:Iteration 9Q (199654.550000 sec): 3 clusters
  Score: Raw -13887900.464573 + Penalty 3899.002450 = -13884001.462123
  nChanged 6014
		SP:Iteration 10Q (199655.510000 sec): 3 clusters
  Score: Raw -13893570.335442 + Penalty 3899.002450 = -13889671.332992
  nChanged 3392
		SP:Iteration 11Q (199656.470000 sec): 3 clusters
  Score: Raw -13896752.358305 + Penalty 3899.002450 = -13892853.355855
  nChanged 1397
		SP:Iteration 12Q (199657.260000 sec): 3 clusters
  Score: Raw -13898053.859452 + Penalty 3899.002450 = -13894154.857003
  nChanged 496
		SP:Iteration 13Q (199657.990000 sec): 3 clusters
  Score: Raw -13898514.910085 + Penalty 3899.002450 = -13894615.907635
  nChanged 203
		SP:Iteration 14Q (199658.780000 sec): 3 clusters
  Score: Raw -13898720.520377 + Penalty 3899.002450 = -13894821.517927
  nChanged 102
		SP:Iteration 15Q (199659.640000 sec): 3 clusters
  Score: Raw -13898811.489843 + Penalty 3899.002450 = -13894912.487394
  nChanged 45
		SP:Iteration 16Q (199660.440000 sec): 3 clusters
  Score: Raw -13898853.175919 + Penalty 3899.002450 = -13894954.173469
  nChanged 38
		SP:Iteration 17Q (199661.290000 sec): 3 clusters
  Score: Raw -13898883.990776 + Penalty 3899.002450 = -13894984.988327
  nChanged 31
		SP:Iteration 18Q (199662.100000 sec): 3 clusters
  Score: Raw -13898910.242524 + Penalty 3899.002450 = -13895011.240074
  nChanged 17
		SP:Iteration 19Q (199662.930000 sec): 3 clusters
  Score: Raw -13898922.562328 + Penalty 3899.002450 = -13895023.559878
  nChanged 12
		SP:Iteration 20F (199663.740000 sec): 3 clusters
  Score: Raw -13898931.466182 + Penalty 3899.002450 = -13895032.463733
  nChanged 9
		SP:Iteration 21Q (199664.480000 sec): 3 clusters
  Score: Raw -13898937.221663 + Penalty 3899.002450 = -13895038.219214
  nChanged 7
		SP:Iteration 22Q (199665.210000 sec): 3 clusters
  Score: Raw -13898942.888917 + Penalty 3899.002450 = -13895043.886467
  nChanged 6
		SP:Iteration 23Q (199666.050000 sec): 3 clusters
  Score: Raw -13898946.881772 + Penalty 3899.002450 = -13895047.879322
  nChanged 3
		SP:Iteration 24Q (199666.850000 sec): 3 clusters
  Score: Raw -13898951.057350 + Penalty 3899.002450 = -13895052.054900
  nChanged 8
		SP:Iteration 25Q (199667.630000 sec): 3 clusters
  Score: Raw -13898957.220132 + Penalty 3899.002450 = -13895058.217682
  nChanged 12
		SP:Iteration 26Q (199668.420000 sec): 3 clusters
  Score: Raw -13898965.838387 + Penalty 3899.002450 = -13895066.835937
  nChanged 12
		SP:Iteration 27Q (199669.180000 sec): 3 clusters
  Score: Raw -13898974.735444 + Penalty 3899.002450 = -13895075.732994
  nChanged 10
		SP:Iteration 28Q (199669.990000 sec): 3 clusters
  Score: Raw -13898983.099648 + Penalty 3899.002450 = -13895084.097199
  nChanged 10
		SP:Iteration 29Q (199670.760000 sec): 3 clusters
  Score: Raw -13898990.269275 + Penalty 3899.002450 = -13895091.266825
  nChanged 4
		SP:Iteration 30Q (199671.510000 sec): 3 clusters
  Score: Raw -13898994.546292 + Penalty 3899.002450 = -13895095.543843
  nChanged 5
		SP:Iteration 31Q (199672.320000 sec): 3 clusters
  Score: Raw -13899000.329346 + Penalty 3899.002450 = -13895101.326897
  nChanged 3
		SP:Iteration 32Q (199673.110000 sec): 3 clusters
  Score: Raw -13899004.574919 + Penalty 3899.002450 = -13895105.572469
  nChanged 5
		SP:Iteration 33Q (199673.960000 sec): 3 clusters
  Score: Raw -13899010.178315 + Penalty 3899.002450 = -13895111.175865
  nChanged 5
		SP:Iteration 34Q (199674.830000 sec): 3 clusters
  Score: Raw -13899013.112130 + Penalty 3899.002450 = -13895114.109680
  nChanged 1
		SP:Iteration 35Q (199675.650000 sec): 3 clusters
  Score: Raw -13899013.567041 + Penalty 3899.002450 = -13895114.564591
  nChanged 1
		SP:Iteration 36Q (199676.580000 sec): 3 clusters
  Score: Raw -13899013.917424 + Penalty 3899.002450 = -13895114.914974
  nChanged 0
		SP:Iteration 37F (199677.490000 sec): 3 clusters
  Score: Raw -13899013.917424 + Penalty 3899.002450 = -13895114.914974
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 6 (4410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199677.680000 sec): 2 clusters
  Score: Raw -372854.602167 + Penalty 1363.639870 = -371490.962297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199677.880000 sec): 3 clusters
  Score: Raw -370618.854994 + Penalty 2727.279740 = -367891.575254
  nChanged 1776
		SP:Iteration 1F (199678.080000 sec): 3 clusters
  Score: Raw -371551.688711 + Penalty 2727.279740 = -368824.408971
  nChanged 334
		SP:Iteration 2F (199678.280000 sec): 3 clusters
  Score: Raw -371735.521863 + Penalty 2727.279740 = -369008.242123
  nChanged 250
		SP:Iteration 3F (199678.480000 sec): 3 clusters
  Score: Raw -371858.823675 + Penalty 2727.279740 = -369131.543936
  nChanged 208
		SP:Iteration 4Q (199678.620000 sec): 3 clusters
  Score: Raw -371967.831274 + Penalty 2727.279740 = -369240.551535
  nChanged 190
		SP:Iteration 5Q (199678.820000 sec): 3 clusters
  Score: Raw -372067.374934 + Penalty 2727.279740 = -369340.095194
  nChanged 167
		SP:Iteration 6Q (199679.020000 sec): 3 clusters
  Score: Raw -372147.733428 + Penalty 2727.279740 = -369420.453689
  nChanged 122
		SP:Iteration 7Q (199679.180000 sec): 3 clusters
  Score: Raw -372211.813218 + Penalty 2727.279740 = -369484.533479
  nChanged 146
		SP:Iteration 8Q (199679.410000 sec): 3 clusters
  Score: Raw -372298.269087 + Penalty 2727.279740 = -369570.989347
  nChanged 143
		SP:Iteration 9Q (199679.600000 sec): 3 clusters
  Score: Raw -372372.501197 + Penalty 2727.279740 = -369645.221457
  nChanged 129
		SP:Iteration 10Q (199679.830000 sec): 3 clusters
  Score: Raw -372437.623858 + Penalty 2727.279740 = -369710.344119
  nChanged 131
		SP:Iteration 11Q (199680.030000 sec): 3 clusters
  Score: Raw -372503.887745 + Penalty 2727.279740 = -369776.608005
  nChanged 104
		SP:Iteration 12Q (199680.240000 sec): 3 clusters
  Score: Raw -372553.746490 + Penalty 2727.279740 = -369826.466751
  nChanged 96
		SP:Iteration 13Q (199680.400000 sec): 3 clusters
  Score: Raw -372603.969049 + Penalty 2727.279740 = -369876.689309
  nChanged 102
		SP:Iteration 14Q (199680.620000 sec): 3 clusters
  Score: Raw -372661.103402 + Penalty 2727.279740 = -369933.823662
  nChanged 98
		SP:Iteration 15Q (199680.780000 sec): 3 clusters
  Score: Raw -372709.175385 + Penalty 2727.279740 = -369981.895645
  nChanged 82
		SP:Iteration 16Q (199680.990000 sec): 3 clusters
  Score: Raw -372754.865420 + Penalty 2727.279740 = -370027.585680
  nChanged 85
		SP:Iteration 17Q (199681.170000 sec): 3 clusters
  Score: Raw -372797.384842 + Penalty 2727.279740 = -370070.105102
  nChanged 68
		SP:Iteration 18Q (199681.350000 sec): 3 clusters
  Score: Raw -372835.818282 + Penalty 2727.279740 = -370108.538542
  nChanged 57
		SP:Iteration 19Q (199681.550000 sec): 3 clusters
  Score: Raw -372867.459208 + Penalty 2727.279740 = -370140.179468
  nChanged 46
		SP:Iteration 20F (199681.790000 sec): 3 clusters
  Score: Raw -372888.886254 + Penalty 2727.279740 = -370161.606514
  nChanged 34
		SP:Iteration 21Q (199681.950000 sec): 3 clusters
  Score: Raw -372904.318587 + Penalty 2727.279740 = -370177.038847
  nChanged 26
		SP:Iteration 22Q (199682.160000 sec): 3 clusters
  Score: Raw -372919.472914 + Penalty 2727.279740 = -370192.193174
  nChanged 33
		SP:Iteration 23Q (199682.330000 sec): 3 clusters
  Score: Raw -372937.740413 + Penalty 2727.279740 = -370210.460673
  nChanged 33
		SP:Iteration 24Q (199682.520000 sec): 3 clusters
  Score: Raw -372958.260021 + Penalty 2727.279740 = -370230.980281
  nChanged 26
		SP:Iteration 25Q (199682.730000 sec): 3 clusters
  Score: Raw -372972.479268 + Penalty 2727.279740 = -370245.199528
  nChanged 22
		SP:Iteration 26Q (199682.940000 sec): 3 clusters
  Score: Raw -372985.470682 + Penalty 2727.279740 = -370258.190942
  nChanged 16
		SP:Iteration 27Q (199683.130000 sec): 3 clusters
  Score: Raw -372995.433125 + Penalty 2727.279740 = -370268.153386
  nChanged 17
		SP:Iteration 28Q (199683.320000 sec): 3 clusters
  Score: Raw -373006.686943 + Penalty 2727.279740 = -370279.407203
  nChanged 16
		SP:Iteration 29Q (199683.520000 sec): 3 clusters
  Score: Raw -373016.027215 + Penalty 2727.279740 = -370288.747476
  nChanged 10
		SP:Iteration 30Q (199683.750000 sec): 3 clusters
  Score: Raw -373021.640973 + Penalty 2727.279740 = -370294.361234
  nChanged 7
		SP:Iteration 31Q (199683.950000 sec): 3 clusters
  Score: Raw -373024.344123 + Penalty 2727.279740 = -370297.064383
  nChanged 7
		SP:Iteration 32Q (199684.130000 sec): 3 clusters
  Score: Raw -373029.004274 + Penalty 2727.279740 = -370301.724534
  nChanged 10
		SP:Iteration 33Q (199684.370000 sec): 3 clusters
  Score: Raw -373036.670873 + Penalty 2727.279740 = -370309.391134
  nChanged 8
		SP:Iteration 34Q (199684.570000 sec): 3 clusters
  Score: Raw -373041.526081 + Penalty 2727.279740 = -370314.246341
  nChanged 7
		SP:Iteration 35Q (199684.770000 sec): 3 clusters
  Score: Raw -373044.972507 + Penalty 2727.279740 = -370317.692767
  nChanged 6
		SP:Iteration 36Q (199685.000000 sec): 3 clusters
  Score: Raw -373049.007139 + Penalty 2727.279740 = -370321.727399
  nChanged 11
		SP:Iteration 37Q (199685.180000 sec): 3 clusters
  Score: Raw -373054.589633 + Penalty 2727.279740 = -370327.309894
  nChanged 6
		SP:Iteration 38Q (199685.420000 sec): 3 clusters
  Score: Raw -373058.232049 + Penalty 2727.279740 = -370330.952309
  nChanged 6
		SP:Iteration 39Q (199685.610000 sec): 3 clusters
  Score: Raw -373061.229073 + Penalty 2727.279740 = -370333.949333
  nChanged 5
		SP:Iteration 40F (199685.790000 sec): 3 clusters
  Score: Raw -373063.609677 + Penalty 2727.279740 = -370336.329938
  nChanged 4
		SP:Iteration 41Q (199686.050000 sec): 3 clusters
  Score: Raw -373065.301460 + Penalty 2727.279740 = -370338.021721
  nChanged 3
		SP:Iteration 42Q (199686.200000 sec): 3 clusters
  Score: Raw -373066.501918 + Penalty 2727.279740 = -370339.222178
  nChanged 3
		SP:Iteration 43Q (199686.430000 sec): 3 clusters
  Score: Raw -373068.455908 + Penalty 2727.279740 = -370341.176168
  nChanged 8
		SP:Iteration 44Q (199686.610000 sec): 3 clusters
  Score: Raw -373073.480567 + Penalty 2727.279740 = -370346.200828
  nChanged 6
		SP:Iteration 45Q (199686.790000 sec): 3 clusters
  Score: Raw -373077.262174 + Penalty 2727.279740 = -370349.982434
  nChanged 2
		SP:Iteration 46Q (199686.970000 sec): 3 clusters
  Score: Raw -373081.941942 + Penalty 2727.279740 = -370354.662202
  nChanged 11
		SP:Iteration 47Q (199687.170000 sec): 3 clusters
  Score: Raw -373089.866344 + Penalty 2727.279740 = -370362.586604
  nChanged 6
		SP:Iteration 48Q (199687.370000 sec): 3 clusters
  Score: Raw -373093.624689 + Penalty 2727.279740 = -370366.344949
  nChanged 9
		SP:Iteration 49Q (199687.570000 sec): 3 clusters
  Score: Raw -373097.416763 + Penalty 2727.279740 = -370370.137023
  nChanged 6
		SP:Iteration 50Q (199687.740000 sec): 3 clusters
  Score: Raw -373100.225366 + Penalty 2727.279740 = -370372.945627
  nChanged 2
		SP:Iteration 51Q (199687.940000 sec): 3 clusters
  Score: Raw -373101.747802 + Penalty 2727.279740 = -370374.468062
  nChanged 4
		SP:Iteration 52Q (199688.120000 sec): 3 clusters
  Score: Raw -373104.483328 + Penalty 2727.279740 = -370377.203588
  nChanged 4
		SP:Iteration 53Q (199688.310000 sec): 3 clusters
  Score: Raw -373106.776807 + Penalty 2727.279740 = -370379.497067
  nChanged 2
		SP:Iteration 54Q (199688.500000 sec): 3 clusters
  Score: Raw -373108.092272 + Penalty 2727.279740 = -370380.812532
  nChanged 0
		SP:Iteration 55F (199688.690000 sec): 3 clusters
  Score: Raw -373108.092272 + Penalty 2727.279740 = -370380.812532
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 7 (7129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199688.790000 sec): 2 clusters
  Score: Raw -567002.881763 + Penalty 1441.688016 = -565561.193747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199688.970000 sec): 3 clusters
  Score: Raw -563094.561608 + Penalty 2883.376032 = -560211.185577
  nChanged 2955
		SP:Iteration 1F (199689.190000 sec): 3 clusters
  Score: Raw -564845.638747 + Penalty 2883.376032 = -561962.262715
  nChanged 577
		SP:Iteration 2F (199689.390000 sec): 3 clusters
  Score: Raw -565255.894989 + Penalty 2883.376032 = -562372.518958
  nChanged 541
		SP:Iteration 3F (199689.630000 sec): 3 clusters
  Score: Raw -565683.835474 + Penalty 2883.376032 = -562800.459442
  nChanged 511
		SP:Iteration 4F (199689.860000 sec): 3 clusters
  Score: Raw -566147.392524 + Penalty 2883.376032 = -563264.016492
  nChanged 495
		SP:Iteration 5F (199690.110000 sec): 3 clusters
  Score: Raw -566575.124051 + Penalty 2883.376032 = -563691.748019
  nChanged 441
		SP:Iteration 6F (199690.290000 sec): 3 clusters
  Score: Raw -566958.024316 + Penalty 2883.376032 = -564074.648284
  nChanged 392
		SP:Iteration 7F (199690.500000 sec): 3 clusters
  Score: Raw -567310.137073 + Penalty 2883.376032 = -564426.761042
  nChanged 328
		SP:Iteration 8Q (199690.740000 sec): 3 clusters
  Score: Raw -567624.721966 + Penalty 2883.376032 = -564741.345935
  nChanged 243
		SP:Iteration 9Q (199690.930000 sec): 3 clusters
  Score: Raw -567848.498073 + Penalty 2883.376032 = -564965.122042
  nChanged 159
		SP:Iteration 10Q (199691.130000 sec): 3 clusters
  Score: Raw -567990.188143 + Penalty 2883.376032 = -565106.812112
  nChanged 126
		SP:Iteration 11Q (199691.330000 sec): 3 clusters
  Score: Raw -568106.558306 + Penalty 2883.376032 = -565223.182275
  nChanged 85
		SP:Iteration 12Q (199691.500000 sec): 3 clusters
  Score: Raw -568151.561493 + Penalty 2883.376032 = -565268.185461
  nChanged 60
		SP:Iteration 13Q (199691.690000 sec): 3 clusters
  Score: Raw -568178.826665 + Penalty 2883.376032 = -565295.450633
  nChanged 49
		SP:Iteration 14Q (199691.870000 sec): 3 clusters
  Score: Raw -568196.568476 + Penalty 2883.376032 = -565313.192445
  nChanged 31
		SP:Iteration 15Q (199692.070000 sec): 3 clusters
  Score: Raw -568204.944265 + Penalty 2883.376032 = -565321.568234
  nChanged 18
		SP:Iteration 16Q (199692.250000 sec): 3 clusters
  Score: Raw -568213.798624 + Penalty 2883.376032 = -565330.422593
  nChanged 19
		SP:Iteration 17Q (199692.480000 sec): 3 clusters
  Score: Raw -568219.496061 + Penalty 2883.376032 = -565336.120029
  nChanged 13
		SP:Iteration 18Q (199692.700000 sec): 3 clusters
  Score: Raw -568222.992744 + Penalty 2883.376032 = -565339.616713
  nChanged 14
		SP:Iteration 19Q (199692.870000 sec): 3 clusters
  Score: Raw -568226.138622 + Penalty 2883.376032 = -565342.762590
  nChanged 10
		SP:Iteration 20F (199693.060000 sec): 3 clusters
  Score: Raw -568228.244142 + Penalty 2883.376032 = -565344.868110
  nChanged 7
		SP:Iteration 21Q (199693.250000 sec): 3 clusters
  Score: Raw -568229.656091 + Penalty 2883.376032 = -565346.280060
  nChanged 5
		SP:Iteration 22Q (199693.510000 sec): 3 clusters
  Score: Raw -568230.738789 + Penalty 2883.376032 = -565347.362757
  nChanged 4
		SP:Iteration 23Q (199693.680000 sec): 3 clusters
  Score: Raw -568231.490918 + Penalty 2883.376032 = -565348.114886
  nChanged 2
		SP:Iteration 24Q (199693.870000 sec): 3 clusters
  Score: Raw -568231.639268 + Penalty 2883.376032 = -565348.263236
  nChanged 0
		SP:Iteration 25F (199694.070000 sec): 3 clusters
  Score: Raw -568231.639268 + Penalty 2883.376032 = -565348.263236
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 8 (1647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199694.220000 sec): 2 clusters
  Score: Raw -138214.014870 + Penalty 1203.590494 = -137010.424376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199694.400000 sec): 3 clusters
  Score: Raw -137561.021941 + Penalty 2407.180987 = -135153.840954
  nChanged 540
		SP:Iteration 1F (199694.580000 sec): 3 clusters
  Score: Raw -137932.187834 + Penalty 2407.180987 = -135525.006847
  nChanged 124
		SP:Iteration 2F (199694.730000 sec): 3 clusters
  Score: Raw -138011.682497 + Penalty 2407.180987 = -135604.501509
  nChanged 63
		SP:Iteration 3Q (199694.950000 sec): 3 clusters
  Score: Raw -138062.285358 + Penalty 2407.180987 = -135655.104371
  nChanged 53
		SP:Iteration 4Q (199695.100000 sec): 3 clusters
  Score: Raw -138102.577251 + Penalty 2407.180987 = -135695.396264
  nChanged 34
		SP:Iteration 5Q (199695.280000 sec): 3 clusters
  Score: Raw -138127.403016 + Penalty 2407.180987 = -135720.222028
  nChanged 28
		SP:Iteration 6Q (199695.470000 sec): 3 clusters
  Score: Raw -138148.614806 + Penalty 2407.180987 = -135741.433819
  nChanged 22
		SP:Iteration 7Q (199695.640000 sec): 3 clusters
  Score: Raw -138162.914640 + Penalty 2407.180987 = -135755.733652
  nChanged 22
		SP:Iteration 8Q (199695.820000 sec): 3 clusters
  Score: Raw -138175.534692 + Penalty 2407.180987 = -135768.353705
  nChanged 16
		SP:Iteration 9Q (199695.980000 sec): 3 clusters
  Score: Raw -138183.173634 + Penalty 2407.180987 = -135775.992647
  nChanged 8
		SP:Iteration 10Q (199696.180000 sec): 3 clusters
  Score: Raw -138187.914807 + Penalty 2407.180987 = -135780.733820
  nChanged 6
		SP:Iteration 11Q (199696.370000 sec): 3 clusters
  Score: Raw -138192.051627 + Penalty 2407.180987 = -135784.870640
  nChanged 7
		SP:Iteration 12Q (199696.560000 sec): 3 clusters
  Score: Raw -138195.231296 + Penalty 2407.180987 = -135788.050309
  nChanged 4
		SP:Iteration 13Q (199696.720000 sec): 3 clusters
  Score: Raw -138196.849836 + Penalty 2407.180987 = -135789.668849
  nChanged 3
		SP:Iteration 14Q (199696.930000 sec): 3 clusters
  Score: Raw -138200.661159 + Penalty 2407.180987 = -135793.480171
  nChanged 5
		SP:Iteration 15Q (199697.080000 sec): 3 clusters
  Score: Raw -138202.895133 + Penalty 2407.180987 = -135795.714146
  nChanged 4
		SP:Iteration 16Q (199697.290000 sec): 3 clusters
  Score: Raw -138204.451370 + Penalty 2407.180987 = -135797.270383
  nChanged 4
		SP:Iteration 17Q (199697.450000 sec): 3 clusters
  Score: Raw -138208.347025 + Penalty 2407.180987 = -135801.166038
  nChanged 10
		SP:Iteration 18Q (199697.660000 sec): 3 clusters
  Score: Raw -138214.553422 + Penalty 2407.180987 = -135807.372434
  nChanged 6
		SP:Iteration 19Q (199697.820000 sec): 3 clusters
  Score: Raw -138218.944478 + Penalty 2407.180987 = -135811.763491
  nChanged 5
		SP:Iteration 20F (199697.990000 sec): 3 clusters
  Score: Raw -138221.486158 + Penalty 2407.180987 = -135814.305171
  nChanged 4
		SP:Iteration 21Q (199698.170000 sec): 3 clusters
  Score: Raw -138223.521225 + Penalty 2407.180987 = -135816.340238
  nChanged 3
		SP:Iteration 22Q (199698.340000 sec): 3 clusters
  Score: Raw -138224.920702 + Penalty 2407.180987 = -135817.739715
  nChanged 1
		SP:Iteration 23Q (199698.520000 sec): 3 clusters
  Score: Raw -138225.234362 + Penalty 2407.180987 = -135818.053375
  nChanged 2
		SP:Iteration 24Q (199698.700000 sec): 3 clusters
  Score: Raw -138226.011573 + Penalty 2407.180987 = -135818.830586
  nChanged 1
		SP:Iteration 25Q (199698.900000 sec): 3 clusters
  Score: Raw -138226.155406 + Penalty 2407.180987 = -135818.974419
  nChanged 0
		SP:Iteration 26F (199699.100000 sec): 3 clusters
  Score: Raw -138226.155406 + Penalty 2407.180987 = -135818.974419
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 9 (9283 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199699.200000 sec): 2 clusters
  Score: Raw -800916.851472 + Penalty 1484.590258 = -799432.261214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199699.440000 sec): 3 clusters
  Score: Raw -795774.346316 + Penalty 2969.180516 = -792805.165800
  nChanged 3902
		SP:Iteration 1F (199699.660000 sec): 3 clusters
  Score: Raw -797955.342345 + Penalty 2969.180516 = -794986.161829
  nChanged 705
		SP:Iteration 2F (199699.850000 sec): 3 clusters
  Score: Raw -798403.007188 + Penalty 2969.180516 = -795433.826672
  nChanged 627
		SP:Iteration 3F (199700.030000 sec): 3 clusters
  Score: Raw -798776.493785 + Penalty 2969.180516 = -795807.313269
  nChanged 538
		SP:Iteration 4F (199700.250000 sec): 3 clusters
  Score: Raw -799040.240609 + Penalty 2969.180516 = -796071.060093
  nChanged 469
		SP:Iteration 5F (199700.460000 sec): 3 clusters
  Score: Raw -799233.807052 + Penalty 2969.180516 = -796264.626536
  nChanged 367
		SP:Iteration 6Q (199700.640000 sec): 3 clusters
  Score: Raw -799389.421220 + Penalty 2969.180516 = -796420.240704
  nChanged 293
		SP:Iteration 7Q (199700.850000 sec): 3 clusters
  Score: Raw -799491.555736 + Penalty 2969.180516 = -796522.375219
  nChanged 241
		SP:Iteration 8Q (199701.050000 sec): 3 clusters
  Score: Raw -799579.464087 + Penalty 2969.180516 = -796610.283571
  nChanged 231
		SP:Iteration 9Q (199701.240000 sec): 3 clusters
  Score: Raw -799663.898384 + Penalty 2969.180516 = -796694.717868
  nChanged 231
		SP:Iteration 10Q (199701.480000 sec): 3 clusters
  Score: Raw -799748.704963 + Penalty 2969.180516 = -796779.524447
  nChanged 222
		SP:Iteration 11Q (199701.660000 sec): 3 clusters
  Score: Raw -799838.966473 + Penalty 2969.180516 = -796869.785956
  nChanged 232
		SP:Iteration 12Q (199701.880000 sec): 3 clusters
  Score: Raw -799925.853625 + Penalty 2969.180516 = -796956.673109
  nChanged 205
		SP:Iteration 13Q (199702.090000 sec): 3 clusters
  Score: Raw -799983.953166 + Penalty 2969.180516 = -797014.772650
  nChanged 148
		SP:Iteration 14Q (199702.270000 sec): 3 clusters
  Score: Raw -800019.345531 + Penalty 2969.180516 = -797050.165014
  nChanged 105
		SP:Iteration 15Q (199702.500000 sec): 3 clusters
  Score: Raw -800040.642832 + Penalty 2969.180516 = -797071.462315
  nChanged 81
		SP:Iteration 16Q (199702.720000 sec): 3 clusters
  Score: Raw -800058.062446 + Penalty 2969.180516 = -797088.881930
  nChanged 72
		SP:Iteration 17Q (199702.940000 sec): 3 clusters
  Score: Raw -800070.283339 + Penalty 2969.180516 = -797101.102823
  nChanged 57
		SP:Iteration 18Q (199703.100000 sec): 3 clusters
  Score: Raw -800079.231819 + Penalty 2969.180516 = -797110.051303
  nChanged 47
		SP:Iteration 19Q (199703.330000 sec): 3 clusters
  Score: Raw -800086.773102 + Penalty 2969.180516 = -797117.592586
  nChanged 36
		SP:Iteration 20F (199703.550000 sec): 3 clusters
  Score: Raw -800092.784095 + Penalty 2969.180516 = -797123.603579
  nChanged 32
		SP:Iteration 21Q (199703.770000 sec): 3 clusters
  Score: Raw -800096.861106 + Penalty 2969.180516 = -797127.680590
  nChanged 25
		SP:Iteration 22Q (199703.980000 sec): 3 clusters
  Score: Raw -800099.914271 + Penalty 2969.180516 = -797130.733755
  nChanged 20
		SP:Iteration 23Q (199704.170000 sec): 3 clusters
  Score: Raw -800102.607921 + Penalty 2969.180516 = -797133.427405
  nChanged 21
		SP:Iteration 24Q (199704.410000 sec): 3 clusters
  Score: Raw -800105.523971 + Penalty 2969.180516 = -797136.343455
  nChanged 16
		SP:Iteration 25Q (199704.570000 sec): 3 clusters
  Score: Raw -800107.433300 + Penalty 2969.180516 = -797138.252784
  nChanged 8
		SP:Iteration 26Q (199704.840000 sec): 3 clusters
  Score: Raw -800108.567184 + Penalty 2969.180516 = -797139.386668
  nChanged 9
		SP:Iteration 27Q (199705.050000 sec): 3 clusters
  Score: Raw -800111.308660 + Penalty 2969.180516 = -797142.128144
  nChanged 14
		SP:Iteration 28Q (199705.240000 sec): 3 clusters
  Score: Raw -800113.902558 + Penalty 2969.180516 = -797144.722042
  nChanged 12
		SP:Iteration 29Q (199705.480000 sec): 3 clusters
  Score: Raw -800115.653757 + Penalty 2969.180516 = -797146.473241
  nChanged 21
		SP:Iteration 30Q (199705.720000 sec): 3 clusters
  Score: Raw -800119.506819 + Penalty 2969.180516 = -797150.326303
  nChanged 31
		SP:Iteration 31Q (199705.900000 sec): 3 clusters
  Score: Raw -800123.742330 + Penalty 2969.180516 = -797154.561814
  nChanged 13
		SP:Iteration 32Q (199706.150000 sec): 3 clusters
  Score: Raw -800125.827055 + Penalty 2969.180516 = -797156.646539
  nChanged 11
		SP:Iteration 33Q (199706.360000 sec): 3 clusters
  Score: Raw -800128.027157 + Penalty 2969.180516 = -797158.846640
  nChanged 16
		SP:Iteration 34Q (199706.550000 sec): 3 clusters
  Score: Raw -800130.541018 + Penalty 2969.180516 = -797161.360502
  nChanged 14
		SP:Iteration 35Q (199706.820000 sec): 3 clusters
  Score: Raw -800132.441054 + Penalty 2969.180516 = -797163.260537
  nChanged 17
		SP:Iteration 36Q (199707.030000 sec): 3 clusters
  Score: Raw -800134.910864 + Penalty 2969.180516 = -797165.730348
  nChanged 23
		SP:Iteration 37Q (199707.260000 sec): 3 clusters
  Score: Raw -800138.161616 + Penalty 2969.180516 = -797168.981100
  nChanged 20
		SP:Iteration 38Q (199707.480000 sec): 3 clusters
  Score: Raw -800140.392563 + Penalty 2969.180516 = -797171.212047
  nChanged 14
		SP:Iteration 39Q (199707.740000 sec): 3 clusters
  Score: Raw -800141.953805 + Penalty 2969.180516 = -797172.773289
  nChanged 17
		SP:Iteration 40F (199707.930000 sec): 3 clusters
  Score: Raw -800144.266985 + Penalty 2969.180516 = -797175.086469
  nChanged 18
		SP:Iteration 41Q (199708.160000 sec): 3 clusters
  Score: Raw -800146.387908 + Penalty 2969.180516 = -797177.207392
  nChanged 9
		SP:Iteration 42Q (199708.370000 sec): 3 clusters
  Score: Raw -800147.460957 + Penalty 2969.180516 = -797178.280441
  nChanged 9
		SP:Iteration 43Q (199708.580000 sec): 3 clusters
  Score: Raw -800149.036440 + Penalty 2969.180516 = -797179.855924
  nChanged 12
		SP:Iteration 44Q (199708.790000 sec): 3 clusters
  Score: Raw -800150.543724 + Penalty 2969.180516 = -797181.363208
  nChanged 8
		SP:Iteration 45Q (199709.000000 sec): 3 clusters
  Score: Raw -800151.359462 + Penalty 2969.180516 = -797182.178946
  nChanged 5
		SP:Iteration 46Q (199709.220000 sec): 3 clusters
  Score: Raw -800151.769364 + Penalty 2969.180516 = -797182.588848
  nChanged 5
		SP:Iteration 47Q (199709.430000 sec): 3 clusters
  Score: Raw -800152.660348 + Penalty 2969.180516 = -797183.479831
  nChanged 11
		SP:Iteration 48Q (199709.660000 sec): 3 clusters
  Score: Raw -800154.132400 + Penalty 2969.180516 = -797184.951884
  nChanged 9
		SP:Iteration 49Q (199709.900000 sec): 3 clusters
  Score: Raw -800155.434235 + Penalty 2969.180516 = -797186.253719
  nChanged 9
		SP:Iteration 50Q (199710.130000 sec): 3 clusters
  Score: Raw -800156.563596 + Penalty 2969.180516 = -797187.383080
  nChanged 6
		SP:Iteration 51Q (199710.340000 sec): 3 clusters
  Score: Raw -800157.182621 + Penalty 2969.180516 = -797188.002104
  nChanged 5
		SP:Iteration 52Q (199710.550000 sec): 3 clusters
  Score: Raw -800157.825746 + Penalty 2969.180516 = -797188.645230
  nChanged 1
		SP:Iteration 53Q (199710.770000 sec): 3 clusters
  Score: Raw -800157.908020 + Penalty 2969.180516 = -797188.727504
  nChanged 1
		SP:Iteration 54Q (199711.040000 sec): 3 clusters
  Score: Raw -800158.007151 + Penalty 2969.180516 = -797188.826635
  nChanged 0
		SP:Iteration 55F (199711.260000 sec): 3 clusters
  Score: Raw -800158.007151 + Penalty 2969.180516 = -797188.826635
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 10 (9856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199711.360000 sec): 2 clusters
  Score: Raw -834137.022563 + Penalty 1494.323299 = -832642.699264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199711.570000 sec): 3 clusters
  Score: Raw -828546.356906 + Penalty 2988.646598 = -825557.710309
  nChanged 4267
		SP:Iteration 1F (199711.830000 sec): 3 clusters
  Score: Raw -830863.113373 + Penalty 2988.646598 = -827874.466775
  nChanged 607
		SP:Iteration 2F (199712.030000 sec): 3 clusters
  Score: Raw -831179.658506 + Penalty 2988.646598 = -828191.011908
  nChanged 593
		SP:Iteration 3F (199712.270000 sec): 3 clusters
  Score: Raw -831542.987060 + Penalty 2988.646598 = -828554.340462
  nChanged 571
		SP:Iteration 4F (199712.510000 sec): 3 clusters
  Score: Raw -831909.752428 + Penalty 2988.646598 = -828921.105831
  nChanged 538
		SP:Iteration 5F (199712.690000 sec): 3 clusters
  Score: Raw -832228.828089 + Penalty 2988.646598 = -829240.181491
  nChanged 495
		SP:Iteration 6F (199712.920000 sec): 3 clusters
  Score: Raw -832506.502542 + Penalty 2988.646598 = -829517.855944
  nChanged 453
		SP:Iteration 7Q (199713.150000 sec): 3 clusters
  Score: Raw -832746.990900 + Penalty 2988.646598 = -829758.344302
  nChanged 393
		SP:Iteration 8Q (199713.390000 sec): 3 clusters
  Score: Raw -832970.378966 + Penalty 2988.646598 = -829981.732368
  nChanged 347
		SP:Iteration 9Q (199713.660000 sec): 3 clusters
  Score: Raw -833188.652633 + Penalty 2988.646598 = -830200.006035
  nChanged 305
		SP:Iteration 10Q (199713.860000 sec): 3 clusters
  Score: Raw -833389.307046 + Penalty 2988.646598 = -830400.660448
  nChanged 275
		SP:Iteration 11Q (199714.050000 sec): 3 clusters
  Score: Raw -833544.739871 + Penalty 2988.646598 = -830556.093273
  nChanged 220
		SP:Iteration 12Q (199714.270000 sec): 3 clusters
  Score: Raw -833668.450954 + Penalty 2988.646598 = -830679.804356
  nChanged 170
		SP:Iteration 13Q (199714.480000 sec): 3 clusters
  Score: Raw -833752.972399 + Penalty 2988.646598 = -830764.325801
  nChanged 143
		SP:Iteration 14Q (199714.730000 sec): 3 clusters
  Score: Raw -833816.596765 + Penalty 2988.646598 = -830827.950167
  nChanged 121
		SP:Iteration 15Q (199714.960000 sec): 3 clusters
  Score: Raw -833868.159395 + Penalty 2988.646598 = -830879.512797
  nChanged 100
		SP:Iteration 16Q (199715.140000 sec): 3 clusters
  Score: Raw -833910.804590 + Penalty 2988.646598 = -830922.157992
  nChanged 89
		SP:Iteration 17Q (199715.340000 sec): 3 clusters
  Score: Raw -833944.399557 + Penalty 2988.646598 = -830955.752959
  nChanged 94
		SP:Iteration 18Q (199715.570000 sec): 3 clusters
  Score: Raw -833976.338635 + Penalty 2988.646598 = -830987.692037
  nChanged 99
		SP:Iteration 19Q (199715.800000 sec): 3 clusters
  Score: Raw -834008.443229 + Penalty 2988.646598 = -831019.796631
  nChanged 88
		SP:Iteration 20F (199715.990000 sec): 3 clusters
  Score: Raw -834042.339883 + Penalty 2988.646598 = -831053.693285
  nChanged 69
		SP:Iteration 21Q (199716.200000 sec): 3 clusters
  Score: Raw -834064.231122 + Penalty 2988.646598 = -831075.584524
  nChanged 64
		SP:Iteration 22Q (199716.420000 sec): 3 clusters
  Score: Raw -834082.262474 + Penalty 2988.646598 = -831093.615876
  nChanged 59
		SP:Iteration 23Q (199716.680000 sec): 3 clusters
  Score: Raw -834100.629527 + Penalty 2988.646598 = -831111.982929
  nChanged 50
		SP:Iteration 24Q (199716.890000 sec): 3 clusters
  Score: Raw -834115.304931 + Penalty 2988.646598 = -831126.658333
  nChanged 47
		SP:Iteration 25Q (199717.160000 sec): 3 clusters
  Score: Raw -834128.926572 + Penalty 2988.646598 = -831140.279974
  nChanged 37
		SP:Iteration 26Q (199717.350000 sec): 3 clusters
  Score: Raw -834141.573163 + Penalty 2988.646598 = -831152.926565
  nChanged 42
		SP:Iteration 27Q (199717.630000 sec): 3 clusters
  Score: Raw -834157.136404 + Penalty 2988.646598 = -831168.489806
  nChanged 37
		SP:Iteration 28Q (199717.860000 sec): 3 clusters
  Score: Raw -834171.240131 + Penalty 2988.646598 = -831182.593533
  nChanged 43
		SP:Iteration 29Q (199718.070000 sec): 3 clusters
  Score: Raw -834184.919216 + Penalty 2988.646598 = -831196.272618
  nChanged 36
		SP:Iteration 30Q (199718.300000 sec): 3 clusters
  Score: Raw -834195.523587 + Penalty 2988.646598 = -831206.876989
  nChanged 27
		SP:Iteration 31Q (199718.560000 sec): 3 clusters
  Score: Raw -834203.181173 + Penalty 2988.646598 = -831214.534575
  nChanged 24
		SP:Iteration 32Q (199718.750000 sec): 3 clusters
  Score: Raw -834211.097310 + Penalty 2988.646598 = -831222.450712
  nChanged 23
		SP:Iteration 33Q (199718.970000 sec): 3 clusters
  Score: Raw -834218.569592 + Penalty 2988.646598 = -831229.922994
  nChanged 29
		SP:Iteration 34Q (199719.180000 sec): 3 clusters
  Score: Raw -834227.519209 + Penalty 2988.646598 = -831238.872611
  nChanged 26
		SP:Iteration 35Q (199719.400000 sec): 3 clusters
  Score: Raw -834235.422837 + Penalty 2988.646598 = -831246.776239
  nChanged 24
		SP:Iteration 36Q (199719.640000 sec): 3 clusters
  Score: Raw -834242.242320 + Penalty 2988.646598 = -831253.595722
  nChanged 25
		SP:Iteration 37Q (199719.820000 sec): 3 clusters
  Score: Raw -834250.482752 + Penalty 2988.646598 = -831261.836154
  nChanged 21
		SP:Iteration 38Q (199720.040000 sec): 3 clusters
  Score: Raw -834257.030552 + Penalty 2988.646598 = -831268.383954
  nChanged 18
		SP:Iteration 39Q (199720.260000 sec): 3 clusters
  Score: Raw -834262.274681 + Penalty 2988.646598 = -831273.628083
  nChanged 20
		SP:Iteration 40F (199720.450000 sec): 3 clusters
  Score: Raw -834267.775795 + Penalty 2988.646598 = -831279.129198
  nChanged 25
		SP:Iteration 41Q (199720.640000 sec): 3 clusters
  Score: Raw -834276.649898 + Penalty 2988.646598 = -831288.003300
  nChanged 25
		SP:Iteration 42Q (199720.880000 sec): 3 clusters
  Score: Raw -834286.943884 + Penalty 2988.646598 = -831298.297286
  nChanged 25
		SP:Iteration 43Q (199721.100000 sec): 3 clusters
  Score: Raw -834295.840381 + Penalty 2988.646598 = -831307.193783
  nChanged 18
		SP:Iteration 44Q (199721.280000 sec): 3 clusters
  Score: Raw -834300.640152 + Penalty 2988.646598 = -831311.993554
  nChanged 10
		SP:Iteration 45Q (199721.530000 sec): 3 clusters
  Score: Raw -834302.971063 + Penalty 2988.646598 = -831314.324465
  nChanged 13
		SP:Iteration 46Q (199721.710000 sec): 3 clusters
  Score: Raw -834305.969688 + Penalty 2988.646598 = -831317.323090
  nChanged 5
		SP:Iteration 47Q (199721.940000 sec): 3 clusters
  Score: Raw -834306.934762 + Penalty 2988.646598 = -831318.288164
  nChanged 7
		SP:Iteration 48Q (199722.140000 sec): 3 clusters
  Score: Raw -834308.529804 + Penalty 2988.646598 = -831319.883206
  nChanged 15
		SP:Iteration 49Q (199722.330000 sec): 3 clusters
  Score: Raw -834313.057467 + Penalty 2988.646598 = -831324.410869
  nChanged 16
		SP:Iteration 50Q (199722.540000 sec): 3 clusters
  Score: Raw -834317.944234 + Penalty 2988.646598 = -831329.297636
  nChanged 14
		SP:Iteration 51Q (199722.790000 sec): 3 clusters
  Score: Raw -834321.666143 + Penalty 2988.646598 = -831333.019546
  nChanged 13
		SP:Iteration 52Q (199723.010000 sec): 3 clusters
  Score: Raw -834325.377185 + Penalty 2988.646598 = -831336.730587
  nChanged 7
		SP:Iteration 53Q (199723.200000 sec): 3 clusters
  Score: Raw -834327.218271 + Penalty 2988.646598 = -831338.571673
  nChanged 11
		SP:Iteration 54Q (199723.420000 sec): 3 clusters
  Score: Raw -834330.252719 + Penalty 2988.646598 = -831341.606121
  nChanged 13
		SP:Iteration 55Q (199723.650000 sec): 3 clusters
  Score: Raw -834335.011624 + Penalty 2988.646598 = -831346.365026
  nChanged 13
		SP:Iteration 56Q (199723.860000 sec): 3 clusters
  Score: Raw -834339.153370 + Penalty 2988.646598 = -831350.506773
  nChanged 10
		SP:Iteration 57Q (199724.090000 sec): 3 clusters
  Score: Raw -834342.919245 + Penalty 2988.646598 = -831354.272647
  nChanged 19
		SP:Iteration 58Q (199724.320000 sec): 3 clusters
  Score: Raw -834350.784717 + Penalty 2988.646598 = -831362.138119
  nChanged 24
		SP:Iteration 59Q (199724.560000 sec): 3 clusters
  Score: Raw -834361.580252 + Penalty 2988.646598 = -831372.933654
  nChanged 19
		SP:Iteration 60F (199724.750000 sec): 3 clusters
  Score: Raw -834368.859021 + Penalty 2988.646598 = -831380.212423
  nChanged 22
		SP:Iteration 61Q (199724.990000 sec): 3 clusters
  Score: Raw -834380.887107 + Penalty 2988.646598 = -831392.240510
  nChanged 25
		SP:Iteration 62Q (199725.220000 sec): 3 clusters
  Score: Raw -834396.403067 + Penalty 2988.646598 = -831407.756469
  nChanged 26
		SP:Iteration 63Q (199725.440000 sec): 3 clusters
  Score: Raw -834409.043087 + Penalty 2988.646598 = -831420.396489
  nChanged 17
		SP:Iteration 64Q (199725.640000 sec): 3 clusters
  Score: Raw -834415.140986 + Penalty 2988.646598 = -831426.494388
  nChanged 12
		SP:Iteration 65Q (199725.820000 sec): 3 clusters
  Score: Raw -834418.932705 + Penalty 2988.646598 = -831430.286107
  nChanged 6
		SP:Iteration 66Q (199726.080000 sec): 3 clusters
  Score: Raw -834420.676586 + Penalty 2988.646598 = -831432.029988
  nChanged 6
		SP:Iteration 67Q (199726.280000 sec): 3 clusters
  Score: Raw -834422.427720 + Penalty 2988.646598 = -831433.781122
  nChanged 4
		SP:Iteration 68Q (199726.500000 sec): 3 clusters
  Score: Raw -834423.571238 + Penalty 2988.646598 = -831434.924640
  nChanged 3
		SP:Iteration 69Q (199726.660000 sec): 3 clusters
  Score: Raw -834424.568195 + Penalty 2988.646598 = -831435.921597
  nChanged 1
		SP:Iteration 70Q (199726.870000 sec): 3 clusters
  Score: Raw -834425.013858 + Penalty 2988.646598 = -831436.367260
  nChanged 3
		SP:Iteration 71Q (199727.070000 sec): 3 clusters
  Score: Raw -834426.885812 + Penalty 2988.646598 = -831438.239214
  nChanged 7
		SP:Iteration 72Q (199727.270000 sec): 3 clusters
  Score: Raw -834430.860399 + Penalty 2988.646598 = -831442.213801
  nChanged 7
		SP:Iteration 73Q (199727.490000 sec): 3 clusters
  Score: Raw -834435.423820 + Penalty 2988.646598 = -831446.777222
  nChanged 8
		SP:Iteration 74Q (199727.660000 sec): 3 clusters
  Score: Raw -834437.556262 + Penalty 2988.646598 = -831448.909664
  nChanged 4
		SP:Iteration 75Q (199727.880000 sec): 3 clusters
  Score: Raw -834439.388241 + Penalty 2988.646598 = -831450.741643
  nChanged 5
		SP:Iteration 76Q (199728.070000 sec): 3 clusters
  Score: Raw -834440.459026 + Penalty 2988.646598 = -831451.812428
  nChanged 3
		SP:Iteration 77Q (199728.290000 sec): 3 clusters
  Score: Raw -834441.381608 + Penalty 2988.646598 = -831452.735010
  nChanged 3
		SP:Iteration 78Q (199728.530000 sec): 3 clusters
  Score: Raw -834442.291621 + Penalty 2988.646598 = -831453.645023
  nChanged 1
		SP:Iteration 79Q (199728.730000 sec): 3 clusters
  Score: Raw -834442.357356 + Penalty 2988.646598 = -831453.710758
  nChanged 1
		SP:Iteration 80F (199728.950000 sec): 3 clusters
  Score: Raw -834442.551670 + Penalty 2988.646598 = -831453.905072
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 11 (243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199729.050000 sec): 2 clusters
  Score: Raw -21336.786912 + Penalty 892.622485 = -20444.164428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199729.210000 sec): 3 clusters
  Score: Raw -21382.488563 + Penalty 1785.244969 = -19597.243594
  nChanged 29
		SP:Iteration 1F (199729.410000 sec): 3 clusters
  Score: Raw -21450.063044 + Penalty 1785.244969 = -19664.818075
  nChanged 11
		SP:Iteration 2Q (199729.570000 sec): 3 clusters
  Score: Raw -21480.923852 + Penalty 1785.244969 = -19695.678883
  nChanged 7
		SP:Iteration 3Q (199729.770000 sec): 3 clusters
  Score: Raw -21507.943702 + Penalty 1785.244969 = -19722.698733
  nChanged 2
		SP:Iteration 4Q (199729.920000 sec): 3 clusters
  Score: Raw -21519.381332 + Penalty 1785.244969 = -19734.136363
  nChanged 4
		SP:Iteration 5Q (199730.130000 sec): 3 clusters
  Score: Raw -21527.526272 + Penalty 1785.244969 = -19742.281303
  nChanged 3
		SP:Iteration 6Q (199730.310000 sec): 3 clusters
  Score: Raw -21540.666547 + Penalty 1785.244969 = -19755.421578
  nChanged 2
		SP:Iteration 7Q (199730.500000 sec): 3 clusters
  Score: Raw -21544.478732 + Penalty 1785.244969 = -19759.233763
  nChanged 0
		SP:Iteration 8F (199730.690000 sec): 3 clusters
  Score: Raw -21544.478732 + Penalty 1785.244969 = -19759.233763
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 12 (3117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199730.750000 sec): 2 clusters
  Score: Raw -254097.011297 + Penalty 1307.251770 = -252789.759527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199730.950000 sec): 3 clusters
  Score: Raw -252588.105360 + Penalty 2614.503541 = -249973.601819
  nChanged 1186
		SP:Iteration 1F (199731.080000 sec): 3 clusters
  Score: Raw -253354.414003 + Penalty 2614.503541 = -250739.910462
  nChanged 282
		SP:Iteration 2F (199731.290000 sec): 3 clusters
  Score: Raw -253582.787208 + Penalty 2614.503541 = -250968.283667
  nChanged 224
		SP:Iteration 3F (199731.470000 sec): 3 clusters
  Score: Raw -253786.958454 + Penalty 2614.503541 = -251172.454913
  nChanged 206
		SP:Iteration 4F (199731.670000 sec): 3 clusters
  Score: Raw -253981.327659 + Penalty 2614.503541 = -251366.824118
  nChanged 165
		SP:Iteration 5F (199731.840000 sec): 3 clusters
  Score: Raw -254123.874047 + Penalty 2614.503541 = -251509.370506
  nChanged 141
		SP:Iteration 6Q (199732.000000 sec): 3 clusters
  Score: Raw -254253.251916 + Penalty 2614.503541 = -251638.748376
  nChanged 140
		SP:Iteration 7Q (199732.190000 sec): 3 clusters
  Score: Raw -254386.100938 + Penalty 2614.503541 = -251771.597397
  nChanged 118
		SP:Iteration 8Q (199732.390000 sec): 3 clusters
  Score: Raw -254490.116485 + Penalty 2614.503541 = -251875.612944
  nChanged 96
		SP:Iteration 9Q (199732.590000 sec): 3 clusters
  Score: Raw -254571.004509 + Penalty 2614.503541 = -251956.500968
  nChanged 77
		SP:Iteration 10Q (199732.770000 sec): 3 clusters
  Score: Raw -254625.480420 + Penalty 2614.503541 = -252010.976879
  nChanged 56
		SP:Iteration 11Q (199732.920000 sec): 3 clusters
  Score: Raw -254655.822852 + Penalty 2614.503541 = -252041.319311
  nChanged 37
		SP:Iteration 12Q (199733.090000 sec): 3 clusters
  Score: Raw -254676.859927 + Penalty 2614.503541 = -252062.356386
  nChanged 34
		SP:Iteration 13Q (199733.230000 sec): 3 clusters
  Score: Raw -254689.985230 + Penalty 2614.503541 = -252075.481689
  nChanged 17
		SP:Iteration 14Q (199733.360000 sec): 3 clusters
  Score: Raw -254696.220502 + Penalty 2614.503541 = -252081.716961
  nChanged 9
		SP:Iteration 15Q (199733.560000 sec): 3 clusters
  Score: Raw -254699.246774 + Penalty 2614.503541 = -252084.743233
  nChanged 7
		SP:Iteration 16Q (199733.680000 sec): 3 clusters
  Score: Raw -254702.161744 + Penalty 2614.503541 = -252087.658204
  nChanged 11
		SP:Iteration 17Q (199733.840000 sec): 3 clusters
  Score: Raw -254706.385789 + Penalty 2614.503541 = -252091.882248
  nChanged 8
		SP:Iteration 18Q (199734.040000 sec): 3 clusters
  Score: Raw -254710.418145 + Penalty 2614.503541 = -252095.914604
  nChanged 4
		SP:Iteration 19Q (199734.200000 sec): 3 clusters
  Score: Raw -254711.659042 + Penalty 2614.503541 = -252097.155501
  nChanged 4
		SP:Iteration 20F (199734.400000 sec): 3 clusters
  Score: Raw -254712.436299 + Penalty 2614.503541 = -252097.932758
  nChanged 1
		SP:Iteration 21Q (199734.630000 sec): 3 clusters
  Score: Raw -254712.578252 + Penalty 2614.503541 = -252098.074711
  nChanged 1
		SP:Iteration 22Q (199734.780000 sec): 3 clusters
  Score: Raw -254713.288057 + Penalty 2614.503541 = -252098.784517
  nChanged 0
		SP:Iteration 23F (199734.970000 sec): 3 clusters
  Score: Raw -254713.288057 + Penalty 2614.503541 = -252098.784517
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 13 (43094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199735.240000 sec): 2 clusters
  Score: Raw -3824665.016738 + Penalty 1734.060096 = -3822930.956642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199735.630000 sec): 3 clusters
  Score: Raw -3797613.773464 + Penalty 3468.120193 = -3794145.653271
  nChanged 20217
		SP:Iteration 1F (199736.040000 sec): 3 clusters
  Score: Raw -3808853.909093 + Penalty 3468.120193 = -3805385.788900
  nChanged 1719
		SP:Iteration 2Q (199736.370000 sec): 3 clusters
  Score: Raw -3809360.982158 + Penalty 3468.120193 = -3805892.861965
  nChanged 1814
		SP:Iteration 3Q (199736.760000 sec): 3 clusters
  Score: Raw -3809966.188104 + Penalty 3468.120193 = -3806498.067911
  nChanged 1943
		SP:Iteration 4Q (199737.090000 sec): 3 clusters
  Score: Raw -3810713.350663 + Penalty 3468.120193 = -3807245.230470
  nChanged 2230
		SP:Iteration 5F (199737.440000 sec): 3 clusters
  Score: Raw -3811725.233173 + Penalty 3468.120193 = -3808257.112980
  nChanged 2440
		SP:Iteration 6F (199737.720000 sec): 3 clusters
  Score: Raw -3813033.047170 + Penalty 3468.120193 = -3809564.926977
  nChanged 2653
		SP:Iteration 7F (199738.080000 sec): 3 clusters
  Score: Raw -3814660.258384 + Penalty 3468.120193 = -3811192.138191
  nChanged 2771
		SP:Iteration 8F (199738.400000 sec): 3 clusters
  Score: Raw -3816614.917085 + Penalty 3468.120193 = -3813146.796892
  nChanged 2706
		SP:Iteration 9F (199738.730000 sec): 3 clusters
  Score: Raw -3818701.049583 + Penalty 3468.120193 = -3815232.929390
  nChanged 2261
		SP:Iteration 10F (199739.060000 sec): 3 clusters
  Score: Raw -3820514.849516 + Penalty 3468.120193 = -3817046.729323
  nChanged 1874
		SP:Iteration 11Q (199739.460000 sec): 3 clusters
  Score: Raw -3822063.608030 + Penalty 3468.120193 = -3818595.487837
  nChanged 1375
		SP:Iteration 12Q (199739.830000 sec): 3 clusters
  Score: Raw -3823170.098295 + Penalty 3468.120193 = -3819701.978102
  nChanged 920
		SP:Iteration 13Q (199740.230000 sec): 3 clusters
  Score: Raw -3823877.079479 + Penalty 3468.120193 = -3820408.959286
  nChanged 556
		SP:Iteration 14Q (199740.620000 sec): 3 clusters
  Score: Raw -3824289.392271 + Penalty 3468.120193 = -3820821.272078
  nChanged 341
		SP:Iteration 15Q (199740.970000 sec): 3 clusters
  Score: Raw -3824544.857646 + Penalty 3468.120193 = -3821076.737453
  nChanged 196
		SP:Iteration 16Q (199741.360000 sec): 3 clusters
  Score: Raw -3824686.432074 + Penalty 3468.120193 = -3821218.311881
  nChanged 108
		SP:Iteration 17Q (199741.710000 sec): 3 clusters
  Score: Raw -3824777.981321 + Penalty 3468.120193 = -3821309.861128
  nChanged 76
		SP:Iteration 18Q (199742.110000 sec): 3 clusters
  Score: Raw -3824844.561602 + Penalty 3468.120193 = -3821376.441409
  nChanged 43
		SP:Iteration 19Q (199742.480000 sec): 3 clusters
  Score: Raw -3824881.865173 + Penalty 3468.120193 = -3821413.744980
  nChanged 31
		SP:Iteration 20F (199742.890000 sec): 3 clusters
  Score: Raw -3824909.105678 + Penalty 3468.120193 = -3821440.985485
  nChanged 17
		SP:Iteration 21Q (199743.260000 sec): 3 clusters
  Score: Raw -3824917.464460 + Penalty 3468.120193 = -3821449.344267
  nChanged 11
		SP:Iteration 22Q (199743.560000 sec): 3 clusters
  Score: Raw -3824925.387927 + Penalty 3468.120193 = -3821457.267734
  nChanged 7
		SP:Iteration 23Q (199743.870000 sec): 3 clusters
  Score: Raw -3824928.639471 + Penalty 3468.120193 = -3821460.519278
  nChanged 4
		SP:Iteration 24Q (199744.170000 sec): 3 clusters
  Score: Raw -3824930.590584 + Penalty 3468.120193 = -3821462.470391
  nChanged 3
		SP:Iteration 25Q (199744.530000 sec): 3 clusters
  Score: Raw -3824932.168755 + Penalty 3468.120193 = -3821464.048562
  nChanged 4
		SP:Iteration 26Q (199744.830000 sec): 3 clusters
  Score: Raw -3824934.817407 + Penalty 3468.120193 = -3821466.697214
  nChanged 2
		SP:Iteration 27Q (199745.180000 sec): 3 clusters
  Score: Raw -3824937.366202 + Penalty 3468.120193 = -3821469.246009
  nChanged 3
		SP:Iteration 28Q (199745.540000 sec): 3 clusters
  Score: Raw -3824938.166641 + Penalty 3468.120193 = -3821470.046448
  nChanged 0
		SP:Iteration 29F (199745.910000 sec): 3 clusters
  Score: Raw -3824938.166641 + Penalty 3468.120193 = -3821470.046448
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 14 (7328 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199746.080000 sec): 2 clusters
  Score: Raw -578099.365150 + Penalty 1446.161910 = -576653.203240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199746.340000 sec): 3 clusters
  Score: Raw -574128.845124 + Penalty 2892.323820 = -571236.521304
  nChanged 3058
		SP:Iteration 1F (199746.550000 sec): 3 clusters
  Score: Raw -575876.153438 + Penalty 2892.323820 = -572983.829618
  nChanged 575
		SP:Iteration 2F (199746.740000 sec): 3 clusters
  Score: Raw -576326.569984 + Penalty 2892.323820 = -573434.246164
  nChanged 555
		SP:Iteration 3F (199746.990000 sec): 3 clusters
  Score: Raw -576756.867025 + Penalty 2892.323820 = -573864.543206
  nChanged 507
		SP:Iteration 4F (199747.230000 sec): 3 clusters
  Score: Raw -577180.067516 + Penalty 2892.323820 = -574287.743696
  nChanged 484
		SP:Iteration 5F (199747.430000 sec): 3 clusters
  Score: Raw -577581.452837 + Penalty 2892.323820 = -574689.129018
  nChanged 393
		SP:Iteration 6F (199747.670000 sec): 3 clusters
  Score: Raw -577897.273657 + Penalty 2892.323820 = -575004.949838
  nChanged 342
		SP:Iteration 7Q (199747.890000 sec): 3 clusters
  Score: Raw -578172.836151 + Penalty 2892.323820 = -575280.512331
  nChanged 319
		SP:Iteration 8Q (199748.110000 sec): 3 clusters
  Score: Raw -578465.164734 + Penalty 2892.323820 = -575572.840915
  nChanged 263
		SP:Iteration 9Q (199748.350000 sec): 3 clusters
  Score: Raw -578699.779027 + Penalty 2892.323820 = -575807.455207
  nChanged 205
		SP:Iteration 10Q (199748.530000 sec): 3 clusters
  Score: Raw -578845.088669 + Penalty 2892.323820 = -575952.764850
  nChanged 149
		SP:Iteration 11Q (199748.710000 sec): 3 clusters
  Score: Raw -578932.531355 + Penalty 2892.323820 = -576040.207535
  nChanged 108
		SP:Iteration 12Q (199748.930000 sec): 3 clusters
  Score: Raw -578979.334677 + Penalty 2892.323820 = -576087.010857
  nChanged 74
		SP:Iteration 13Q (199749.120000 sec): 3 clusters
  Score: Raw -579003.296991 + Penalty 2892.323820 = -576110.973172
  nChanged 42
		SP:Iteration 14Q (199749.310000 sec): 3 clusters
  Score: Raw -579014.350121 + Penalty 2892.323820 = -576122.026301
  nChanged 25
		SP:Iteration 15Q (199749.510000 sec): 3 clusters
  Score: Raw -579020.002791 + Penalty 2892.323820 = -576127.678972
  nChanged 21
		SP:Iteration 16Q (199749.720000 sec): 3 clusters
  Score: Raw -579024.185696 + Penalty 2892.323820 = -576131.861876
  nChanged 16
		SP:Iteration 17Q (199749.930000 sec): 3 clusters
  Score: Raw -579027.644241 + Penalty 2892.323820 = -576135.320421
  nChanged 14
		SP:Iteration 18Q (199750.150000 sec): 3 clusters
  Score: Raw -579029.901478 + Penalty 2892.323820 = -576137.577659
  nChanged 4
		SP:Iteration 19Q (199750.410000 sec): 3 clusters
  Score: Raw -579030.497659 + Penalty 2892.323820 = -576138.173840
  nChanged 2
		SP:Iteration 20F (199750.610000 sec): 3 clusters
  Score: Raw -579030.617132 + Penalty 2892.323820 = -576138.293313
  nChanged 1
		SP:Iteration 21Q (199750.860000 sec): 3 clusters
  Score: Raw -579030.735130 + Penalty 2892.323820 = -576138.411311
  nChanged 2
		SP:Iteration 22Q (199751.120000 sec): 3 clusters
  Score: Raw -579030.998439 + Penalty 2892.323820 = -576138.674619
  nChanged 3
		SP:Iteration 23Q (199751.330000 sec): 3 clusters
  Score: Raw -579031.310320 + Penalty 2892.323820 = -576138.986500
  nChanged 1
		SP:Iteration 24Q (199751.580000 sec): 3 clusters
  Score: Raw -579031.404569 + Penalty 2892.323820 = -576139.080750
  nChanged 0
		SP:Iteration 25F (199751.830000 sec): 3 clusters
  Score: Raw -579031.404569 + Penalty 2892.323820 = -576139.080750
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 15 (7734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199751.930000 sec): 2 clusters
  Score: Raw -691533.613486 + Penalty 1454.924489 = -690078.688997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199752.150000 sec): 3 clusters
  Score: Raw -687264.691609 + Penalty 2909.848978 = -684354.842631
  nChanged 3307
		SP:Iteration 1F (199752.410000 sec): 3 clusters
  Score: Raw -688964.195985 + Penalty 2909.848978 = -686054.347007
  nChanged 484
		SP:Iteration 2F (199752.630000 sec): 3 clusters
  Score: Raw -689143.420809 + Penalty 2909.848978 = -686233.571831
  nChanged 351
		SP:Iteration 3Q (199752.890000 sec): 3 clusters
  Score: Raw -689275.295000 + Penalty 2909.848978 = -686365.446022
  nChanged 329
		SP:Iteration 4Q (199753.090000 sec): 3 clusters
  Score: Raw -689402.675000 + Penalty 2909.848978 = -686492.826021
  nChanged 289
		SP:Iteration 5Q (199753.350000 sec): 3 clusters
  Score: Raw -689519.665415 + Penalty 2909.848978 = -686609.816437
  nChanged 281
		SP:Iteration 6Q (199753.570000 sec): 3 clusters
  Score: Raw -689640.097979 + Penalty 2909.848978 = -686730.249001
  nChanged 296
		SP:Iteration 7Q (199753.770000 sec): 3 clusters
  Score: Raw -689778.369936 + Penalty 2909.848978 = -686868.520957
  nChanged 308
		SP:Iteration 8Q (199753.990000 sec): 3 clusters
  Score: Raw -689927.925860 + Penalty 2909.848978 = -687018.076881
  nChanged 307
		SP:Iteration 9Q (199754.190000 sec): 3 clusters
  Score: Raw -690091.256948 + Penalty 2909.848978 = -687181.407969
  nChanged 339
		SP:Iteration 10Q (199754.360000 sec): 3 clusters
  Score: Raw -690291.701639 + Penalty 2909.848978 = -687381.852660
  nChanged 336
		SP:Iteration 11Q (199754.550000 sec): 3 clusters
  Score: Raw -690505.762406 + Penalty 2909.848978 = -687595.913427
  nChanged 314
		SP:Iteration 12Q (199754.750000 sec): 3 clusters
  Score: Raw -690724.583745 + Penalty 2909.848978 = -687814.734767
  nChanged 296
		SP:Iteration 13Q (199754.990000 sec): 3 clusters
  Score: Raw -690951.715271 + Penalty 2909.848978 = -688041.866293
  nChanged 249
		SP:Iteration 14Q (199755.220000 sec): 3 clusters
  Score: Raw -691156.143066 + Penalty 2909.848978 = -688246.294087
  nChanged 196
		SP:Iteration 15Q (199755.420000 sec): 3 clusters
  Score: Raw -691322.426525 + Penalty 2909.848978 = -688412.577546
  nChanged 128
		SP:Iteration 16Q (199755.640000 sec): 3 clusters
  Score: Raw -691436.739496 + Penalty 2909.848978 = -688526.890517
  nChanged 87
		SP:Iteration 17Q (199755.870000 sec): 3 clusters
  Score: Raw -691524.167695 + Penalty 2909.848978 = -688614.318717
  nChanged 64
		SP:Iteration 18Q (199756.100000 sec): 3 clusters
  Score: Raw -691589.036924 + Penalty 2909.848978 = -688679.187946
  nChanged 33
		SP:Iteration 19Q (199756.330000 sec): 3 clusters
  Score: Raw -691627.554459 + Penalty 2909.848978 = -688717.705481
  nChanged 22
		SP:Iteration 20F (199756.550000 sec): 3 clusters
  Score: Raw -691649.152792 + Penalty 2909.848978 = -688739.303813
  nChanged 15
		SP:Iteration 21Q (199756.770000 sec): 3 clusters
  Score: Raw -691669.145873 + Penalty 2909.848978 = -688759.296895
  nChanged 10
		SP:Iteration 22Q (199757.030000 sec): 3 clusters
  Score: Raw -691681.876210 + Penalty 2909.848978 = -688772.027232
  nChanged 7
		SP:Iteration 23Q (199757.290000 sec): 3 clusters
  Score: Raw -691689.471646 + Penalty 2909.848978 = -688779.622668
  nChanged 4
		SP:Iteration 24Q (199757.520000 sec): 3 clusters
  Score: Raw -691695.857335 + Penalty 2909.848978 = -688786.008357
  nChanged 3
		SP:Iteration 25Q (199757.800000 sec): 3 clusters
  Score: Raw -691700.733385 + Penalty 2909.848978 = -688790.884407
  nChanged 6
		SP:Iteration 26Q (199758.010000 sec): 3 clusters
  Score: Raw -691707.663507 + Penalty 2909.848978 = -688797.814529
  nChanged 2
		SP:Iteration 27Q (199758.240000 sec): 3 clusters
  Score: Raw -691709.535898 + Penalty 2909.848978 = -688799.686920
  nChanged 2
		SP:Iteration 28Q (199758.440000 sec): 3 clusters
  Score: Raw -691712.750012 + Penalty 2909.848978 = -688802.901034
  nChanged 2
		SP:Iteration 29Q (199758.630000 sec): 3 clusters
  Score: Raw -691715.190185 + Penalty 2909.848978 = -688805.341206
  nChanged 2
		SP:Iteration 30Q (199758.850000 sec): 3 clusters
  Score: Raw -691716.949764 + Penalty 2909.848978 = -688807.100786
  nChanged 2
		SP:Iteration 31Q (199759.070000 sec): 3 clusters
  Score: Raw -691720.164764 + Penalty 2909.848978 = -688810.315785
  nChanged 4
		SP:Iteration 32Q (199759.280000 sec): 3 clusters
  Score: Raw -691725.597086 + Penalty 2909.848978 = -688815.748108
  nChanged 3
		SP:Iteration 33Q (199759.480000 sec): 3 clusters
  Score: Raw -691728.795638 + Penalty 2909.848978 = -688818.946659
  nChanged 3
		SP:Iteration 34Q (199759.650000 sec): 3 clusters
  Score: Raw -691732.848285 + Penalty 2909.848978 = -688822.999307
  nChanged 2
		SP:Iteration 35Q (199759.840000 sec): 3 clusters
  Score: Raw -691734.930771 + Penalty 2909.848978 = -688825.081792
  nChanged 4
		SP:Iteration 36Q (199760.040000 sec): 3 clusters
  Score: Raw -691738.690204 + Penalty 2909.848978 = -688828.841225
  nChanged 2
		SP:Iteration 37Q (199760.300000 sec): 3 clusters
  Score: Raw -691740.345643 + Penalty 2909.848978 = -688830.496665
  nChanged 3
		SP:Iteration 38Q (199760.510000 sec): 3 clusters
  Score: Raw -691745.726961 + Penalty 2909.848978 = -688835.877982
  nChanged 2
		SP:Iteration 39Q (199760.750000 sec): 3 clusters
  Score: Raw -691746.967802 + Penalty 2909.848978 = -688837.118824
  nChanged 1
		SP:Iteration 40F (199760.950000 sec): 3 clusters
  Score: Raw -691747.403027 + Penalty 2909.848978 = -688837.554048
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 16 (181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199761.090000 sec): 2 clusters
  Score: Raw -12203.483227 + Penalty 844.755768 = -11358.727459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199761.260000 sec): 3 clusters
  Score: Raw -12339.392356 + Penalty 1689.511535 = -10649.880821
  nChanged 21
		SP:Iteration 1F (199761.460000 sec): 3 clusters
  Score: Raw -12422.313650 + Penalty 1689.511535 = -10732.802115
  nChanged 7
		SP:Iteration 2Q (199761.650000 sec): 3 clusters
  Score: Raw -12449.188373 + Penalty 1689.511535 = -10759.676837
  nChanged 2
		SP:Iteration 3Q (199761.870000 sec): 3 clusters
  Score: Raw -12453.697602 + Penalty 1689.511535 = -10764.186067
  nChanged 0
		SP:Iteration 4F (199762.050000 sec): 3 clusters
  Score: Raw -12453.697602 + Penalty 1689.511535 = -10764.186067
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 17 (11148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199762.200000 sec): 2 clusters
  Score: Raw -939569.510739 + Penalty 1514.340001 = -938055.170738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199762.480000 sec): 3 clusters
  Score: Raw -933133.857426 + Penalty 3028.680001 = -930105.177425
  nChanged 4828
		SP:Iteration 1F (199762.740000 sec): 3 clusters
  Score: Raw -935805.424693 + Penalty 3028.680001 = -932776.744691
  nChanged 713
		SP:Iteration 2F (199762.990000 sec): 3 clusters
  Score: Raw -936129.685816 + Penalty 3028.680001 = -933101.005815
  nChanged 622
		SP:Iteration 3F (199763.200000 sec): 3 clusters
  Score: Raw -936464.220221 + Penalty 3028.680001 = -933435.540220
  nChanged 587
		SP:Iteration 4F (199763.510000 sec): 3 clusters
  Score: Raw -936832.638769 + Penalty 3028.680001 = -933803.958767
  nChanged 635
		SP:Iteration 5F (199763.710000 sec): 3 clusters
  Score: Raw -937242.976537 + Penalty 3028.680001 = -934214.296535
  nChanged 610
		SP:Iteration 6F (199764.020000 sec): 3 clusters
  Score: Raw -937689.270647 + Penalty 3028.680001 = -934660.590645
  nChanged 590
		SP:Iteration 7F (199764.240000 sec): 3 clusters
  Score: Raw -938130.178693 + Penalty 3028.680001 = -935101.498692
  nChanged 566
		SP:Iteration 8F (199764.460000 sec): 3 clusters
  Score: Raw -938522.736715 + Penalty 3028.680001 = -935494.056714
  nChanged 444
		SP:Iteration 9Q (199764.700000 sec): 3 clusters
  Score: Raw -938772.064305 + Penalty 3028.680001 = -935743.384304
  nChanged 341
		SP:Iteration 10Q (199764.940000 sec): 3 clusters
  Score: Raw -938941.061391 + Penalty 3028.680001 = -935912.381390
  nChanged 281
		SP:Iteration 11Q (199765.200000 sec): 3 clusters
  Score: Raw -939086.002880 + Penalty 3028.680001 = -936057.322879
  nChanged 217
		SP:Iteration 12Q (199765.490000 sec): 3 clusters
  Score: Raw -939174.990240 + Penalty 3028.680001 = -936146.310239
  nChanged 174
		SP:Iteration 13Q (199765.700000 sec): 3 clusters
  Score: Raw -939242.679133 + Penalty 3028.680001 = -936213.999132
  nChanged 155
		SP:Iteration 14Q (199765.950000 sec): 3 clusters
  Score: Raw -939307.682506 + Penalty 3028.680001 = -936279.002505
  nChanged 124
		SP:Iteration 15Q (199766.230000 sec): 3 clusters
  Score: Raw -939363.324992 + Penalty 3028.680001 = -936334.644991
  nChanged 108
		SP:Iteration 16Q (199766.470000 sec): 3 clusters
  Score: Raw -939406.273416 + Penalty 3028.680001 = -936377.593415
  nChanged 86
		SP:Iteration 17Q (199766.730000 sec): 3 clusters
  Score: Raw -939437.899043 + Penalty 3028.680001 = -936409.219042
  nChanged 73
		SP:Iteration 18Q (199766.940000 sec): 3 clusters
  Score: Raw -939458.890482 + Penalty 3028.680001 = -936430.210481
  nChanged 60
		SP:Iteration 19Q (199767.180000 sec): 3 clusters
  Score: Raw -939479.713973 + Penalty 3028.680001 = -936451.033971
  nChanged 56
		SP:Iteration 20F (199767.450000 sec): 3 clusters
  Score: Raw -939498.288878 + Penalty 3028.680001 = -936469.608877
  nChanged 52
		SP:Iteration 21Q (199767.690000 sec): 3 clusters
  Score: Raw -939514.714646 + Penalty 3028.680001 = -936486.034645
  nChanged 41
		SP:Iteration 22Q (199767.880000 sec): 3 clusters
  Score: Raw -939526.720973 + Penalty 3028.680001 = -936498.040972
  nChanged 35
		SP:Iteration 23Q (199768.120000 sec): 3 clusters
  Score: Raw -939538.160689 + Penalty 3028.680001 = -936509.480687
  nChanged 30
		SP:Iteration 24Q (199768.300000 sec): 3 clusters
  Score: Raw -939548.662038 + Penalty 3028.680001 = -936519.982037
  nChanged 36
		SP:Iteration 25Q (199768.550000 sec): 3 clusters
  Score: Raw -939559.766347 + Penalty 3028.680001 = -936531.086346
  nChanged 35
		SP:Iteration 26Q (199768.740000 sec): 3 clusters
  Score: Raw -939571.774576 + Penalty 3028.680001 = -936543.094574
  nChanged 28
		SP:Iteration 27Q (199768.980000 sec): 3 clusters
  Score: Raw -939579.869327 + Penalty 3028.680001 = -936551.189326
  nChanged 21
		SP:Iteration 28Q (199769.200000 sec): 3 clusters
  Score: Raw -939585.195586 + Penalty 3028.680001 = -936556.515584
  nChanged 24
		SP:Iteration 29Q (199769.420000 sec): 3 clusters
  Score: Raw -939592.928840 + Penalty 3028.680001 = -936564.248839
  nChanged 28
		SP:Iteration 30Q (199769.660000 sec): 3 clusters
  Score: Raw -939602.630274 + Penalty 3028.680001 = -936573.950272
  nChanged 37
		SP:Iteration 31Q (199769.840000 sec): 3 clusters
  Score: Raw -939613.766244 + Penalty 3028.680001 = -936585.086243
  nChanged 31
		SP:Iteration 32Q (199770.130000 sec): 3 clusters
  Score: Raw -939624.898227 + Penalty 3028.680001 = -936596.218225
  nChanged 28
		SP:Iteration 33Q (199770.360000 sec): 3 clusters
  Score: Raw -939634.339418 + Penalty 3028.680001 = -936605.659417
  nChanged 24
		SP:Iteration 34Q (199770.580000 sec): 3 clusters
  Score: Raw -939642.544329 + Penalty 3028.680001 = -936613.864328
  nChanged 23
		SP:Iteration 35Q (199770.790000 sec): 3 clusters
  Score: Raw -939647.803988 + Penalty 3028.680001 = -936619.123986
  nChanged 21
		SP:Iteration 36Q (199771.070000 sec): 3 clusters
  Score: Raw -939652.740095 + Penalty 3028.680001 = -936624.060094
  nChanged 11
		SP:Iteration 37Q (199771.290000 sec): 3 clusters
  Score: Raw -939655.301640 + Penalty 3028.680001 = -936626.621638
  nChanged 10
		SP:Iteration 38Q (199771.540000 sec): 3 clusters
  Score: Raw -939658.396246 + Penalty 3028.680001 = -936629.716244
  nChanged 17
		SP:Iteration 39Q (199771.710000 sec): 3 clusters
  Score: Raw -939662.533224 + Penalty 3028.680001 = -936633.853222
  nChanged 11
		SP:Iteration 40F (199771.940000 sec): 3 clusters
  Score: Raw -939664.548741 + Penalty 3028.680001 = -936635.868740
  nChanged 13
		SP:Iteration 41Q (199772.140000 sec): 3 clusters
  Score: Raw -939667.644201 + Penalty 3028.680001 = -936638.964200
  nChanged 12
		SP:Iteration 42Q (199772.380000 sec): 3 clusters
  Score: Raw -939671.300917 + Penalty 3028.680001 = -936642.620916
  nChanged 13
		SP:Iteration 43Q (199772.610000 sec): 3 clusters
  Score: Raw -939674.205644 + Penalty 3028.680001 = -936645.525642
  nChanged 17
		SP:Iteration 44Q (199772.820000 sec): 3 clusters
  Score: Raw -939678.217708 + Penalty 3028.680001 = -936649.537707
  nChanged 12
		SP:Iteration 45Q (199773.050000 sec): 3 clusters
  Score: Raw -939680.881982 + Penalty 3028.680001 = -936652.201981
  nChanged 12
		SP:Iteration 46Q (199773.240000 sec): 3 clusters
  Score: Raw -939683.821821 + Penalty 3028.680001 = -936655.141820
  nChanged 11
		SP:Iteration 47Q (199773.430000 sec): 3 clusters
  Score: Raw -939686.027982 + Penalty 3028.680001 = -936657.347981
  nChanged 5
		SP:Iteration 48Q (199773.690000 sec): 3 clusters
  Score: Raw -939687.366516 + Penalty 3028.680001 = -936658.686515
  nChanged 7
		SP:Iteration 49Q (199773.900000 sec): 3 clusters
  Score: Raw -939688.651576 + Penalty 3028.680001 = -936659.971575
  nChanged 4
		SP:Iteration 50Q (199774.100000 sec): 3 clusters
  Score: Raw -939689.451696 + Penalty 3028.680001 = -936660.771695
  nChanged 4
		SP:Iteration 51Q (199774.340000 sec): 3 clusters
  Score: Raw -939690.336405 + Penalty 3028.680001 = -936661.656403
  nChanged 2
		SP:Iteration 52Q (199774.610000 sec): 3 clusters
  Score: Raw -939691.324594 + Penalty 3028.680001 = -936662.644592
  nChanged 6
		SP:Iteration 53Q (199774.780000 sec): 3 clusters
  Score: Raw -939693.042521 + Penalty 3028.680001 = -936664.362519
  nChanged 7
		SP:Iteration 54Q (199774.980000 sec): 3 clusters
  Score: Raw -939694.552242 + Penalty 3028.680001 = -936665.872240
  nChanged 6
		SP:Iteration 55Q (199775.180000 sec): 3 clusters
  Score: Raw -939696.414967 + Penalty 3028.680001 = -936667.734966
  nChanged 7
		SP:Iteration 56Q (199775.470000 sec): 3 clusters
  Score: Raw -939697.872868 + Penalty 3028.680001 = -936669.192867
  nChanged 7
		SP:Iteration 57Q (199775.720000 sec): 3 clusters
  Score: Raw -939698.863768 + Penalty 3028.680001 = -936670.183766
  nChanged 2
		SP:Iteration 58Q (199775.920000 sec): 3 clusters
  Score: Raw -939699.117059 + Penalty 3028.680001 = -936670.437057
  nChanged 1
		SP:Iteration 59Q (199776.170000 sec): 3 clusters
  Score: Raw -939699.232794 + Penalty 3028.680001 = -936670.552792
  nChanged 0
		SP:Iteration 60F (199776.430000 sec): 3 clusters
  Score: Raw -939699.232794 + Penalty 3028.680001 = -936670.552792
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 18 (8793 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199776.560000 sec): 2 clusters
  Score: Raw -679871.618505 + Penalty 1475.778075 = -678395.840430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199776.790000 sec): 3 clusters
  Score: Raw -674906.646280 + Penalty 2951.556150 = -671955.090131
  nChanged 3757
		SP:Iteration 1F (199777.070000 sec): 3 clusters
  Score: Raw -676990.668495 + Penalty 2951.556150 = -674039.112345
  nChanged 579
		SP:Iteration 2F (199777.380000 sec): 3 clusters
  Score: Raw -677353.609351 + Penalty 2951.556150 = -674402.053201
  nChanged 526
		SP:Iteration 3F (199777.600000 sec): 3 clusters
  Score: Raw -677663.735903 + Penalty 2951.556150 = -674712.179753
  nChanged 510
		SP:Iteration 4F (199777.850000 sec): 3 clusters
  Score: Raw -677972.759813 + Penalty 2951.556150 = -675021.203663
  nChanged 466
		SP:Iteration 5F (199778.120000 sec): 3 clusters
  Score: Raw -678244.665441 + Penalty 2951.556150 = -675293.109291
  nChanged 432
		SP:Iteration 6Q (199778.370000 sec): 3 clusters
  Score: Raw -678479.236131 + Penalty 2951.556150 = -675527.679981
  nChanged 372
		SP:Iteration 7Q (199778.580000 sec): 3 clusters
  Score: Raw -678669.370399 + Penalty 2951.556150 = -675717.814249
  nChanged 326
		SP:Iteration 8Q (199778.790000 sec): 3 clusters
  Score: Raw -678840.961319 + Penalty 2951.556150 = -675889.405169
  nChanged 314
		SP:Iteration 9Q (199779.030000 sec): 3 clusters
  Score: Raw -679026.294670 + Penalty 2951.556150 = -676074.738520
  nChanged 307
		SP:Iteration 10Q (199779.270000 sec): 3 clusters
  Score: Raw -679194.884429 + Penalty 2951.556150 = -676243.328280
  nChanged 270
		SP:Iteration 11Q (199779.490000 sec): 3 clusters
  Score: Raw -679359.064563 + Penalty 2951.556150 = -676407.508414
  nChanged 271
		SP:Iteration 12Q (199779.700000 sec): 3 clusters
  Score: Raw -679523.574570 + Penalty 2951.556150 = -676572.018420
  nChanged 235
		SP:Iteration 13Q (199779.930000 sec): 3 clusters
  Score: Raw -679656.715064 + Penalty 2951.556150 = -676705.158914
  nChanged 192
		SP:Iteration 14Q (199780.140000 sec): 3 clusters
  Score: Raw -679769.974817 + Penalty 2951.556150 = -676818.418667
  nChanged 190
		SP:Iteration 15Q (199780.320000 sec): 3 clusters
  Score: Raw -679894.419375 + Penalty 2951.556150 = -676942.863225
  nChanged 178
		SP:Iteration 16Q (199780.570000 sec): 3 clusters
  Score: Raw -680010.946511 + Penalty 2951.556150 = -677059.390361
  nChanged 134
		SP:Iteration 17Q (199780.770000 sec): 3 clusters
  Score: Raw -680089.334005 + Penalty 2951.556150 = -677137.777856
  nChanged 122
		SP:Iteration 18Q (199781.000000 sec): 3 clusters
  Score: Raw -680160.125314 + Penalty 2951.556150 = -677208.569164
  nChanged 94
		SP:Iteration 19Q (199781.210000 sec): 3 clusters
  Score: Raw -680225.542764 + Penalty 2951.556150 = -677273.986614
  nChanged 82
		SP:Iteration 20F (199781.450000 sec): 3 clusters
  Score: Raw -680278.701973 + Penalty 2951.556150 = -677327.145824
  nChanged 56
		SP:Iteration 21Q (199781.630000 sec): 3 clusters
  Score: Raw -680316.606107 + Penalty 2951.556150 = -677365.049957
  nChanged 59
		SP:Iteration 22Q (199781.790000 sec): 3 clusters
  Score: Raw -680358.360008 + Penalty 2951.556150 = -677406.803858
  nChanged 58
		SP:Iteration 23Q (199782.040000 sec): 3 clusters
  Score: Raw -680391.482341 + Penalty 2951.556150 = -677439.926191
  nChanged 43
		SP:Iteration 24Q (199782.220000 sec): 3 clusters
  Score: Raw -680417.759575 + Penalty 2951.556150 = -677466.203425
  nChanged 32
		SP:Iteration 25Q (199782.460000 sec): 3 clusters
  Score: Raw -680438.644747 + Penalty 2951.556150 = -677487.088597
  nChanged 25
		SP:Iteration 26Q (199782.700000 sec): 3 clusters
  Score: Raw -680455.656568 + Penalty 2951.556150 = -677504.100419
  nChanged 30
		SP:Iteration 27Q (199782.910000 sec): 3 clusters
  Score: Raw -680471.101671 + Penalty 2951.556150 = -677519.545522
  nChanged 25
		SP:Iteration 28Q (199783.120000 sec): 3 clusters
  Score: Raw -680482.683020 + Penalty 2951.556150 = -677531.126871
  nChanged 15
		SP:Iteration 29Q (199783.360000 sec): 3 clusters
  Score: Raw -680490.711345 + Penalty 2951.556150 = -677539.155195
  nChanged 11
		SP:Iteration 30Q (199783.550000 sec): 3 clusters
  Score: Raw -680495.886462 + Penalty 2951.556150 = -677544.330312
  nChanged 8
		SP:Iteration 31Q (199783.780000 sec): 3 clusters
  Score: Raw -680501.329296 + Penalty 2951.556150 = -677549.773147
  nChanged 13
		SP:Iteration 32Q (199784.020000 sec): 3 clusters
  Score: Raw -680512.904162 + Penalty 2951.556150 = -677561.348013
  nChanged 17
		SP:Iteration 33Q (199784.190000 sec): 3 clusters
  Score: Raw -680526.203836 + Penalty 2951.556150 = -677574.647686
  nChanged 24
		SP:Iteration 34Q (199784.390000 sec): 3 clusters
  Score: Raw -680547.623896 + Penalty 2951.556150 = -677596.067746
  nChanged 22
		SP:Iteration 35Q (199784.580000 sec): 3 clusters
  Score: Raw -680568.577737 + Penalty 2951.556150 = -677617.021588
  nChanged 19
		SP:Iteration 36Q (199784.780000 sec): 3 clusters
  Score: Raw -680585.283007 + Penalty 2951.556150 = -677633.726857
  nChanged 11
		SP:Iteration 37Q (199785.000000 sec): 3 clusters
  Score: Raw -680595.035269 + Penalty 2951.556150 = -677643.479119
  nChanged 8
		SP:Iteration 38Q (199785.220000 sec): 3 clusters
  Score: Raw -680598.875206 + Penalty 2951.556150 = -677647.319056
  nChanged 7
		SP:Iteration 39Q (199785.430000 sec): 3 clusters
  Score: Raw -680602.328042 + Penalty 2951.556150 = -677650.771892
  nChanged 3
		SP:Iteration 40F (199785.630000 sec): 3 clusters
  Score: Raw -680603.973329 + Penalty 2951.556150 = -677652.417180
  nChanged 6
		SP:Iteration 41Q (199785.870000 sec): 3 clusters
  Score: Raw -680608.671350 + Penalty 2951.556150 = -677657.115201
  nChanged 10
		SP:Iteration 42Q (199786.050000 sec): 3 clusters
  Score: Raw -680614.504761 + Penalty 2951.556150 = -677662.948611
  nChanged 8
		SP:Iteration 43Q (199786.270000 sec): 3 clusters
  Score: Raw -680620.294070 + Penalty 2951.556150 = -677668.737920
  nChanged 8
		SP:Iteration 44Q (199786.510000 sec): 3 clusters
  Score: Raw -680625.792675 + Penalty 2951.556150 = -677674.236525
  nChanged 9
		SP:Iteration 45Q (199786.670000 sec): 3 clusters
  Score: Raw -680630.592409 + Penalty 2951.556150 = -677679.036259
  nChanged 5
		SP:Iteration 46Q (199786.890000 sec): 3 clusters
  Score: Raw -680632.640698 + Penalty 2951.556150 = -677681.084548
  nChanged 3
		SP:Iteration 47Q (199787.060000 sec): 3 clusters
  Score: Raw -680635.321591 + Penalty 2951.556150 = -677683.765441
  nChanged 5
		SP:Iteration 48Q (199787.300000 sec): 3 clusters
  Score: Raw -680637.912773 + Penalty 2951.556150 = -677686.356624
  nChanged 1
		SP:Iteration 49Q (199787.480000 sec): 3 clusters
  Score: Raw -680638.426154 + Penalty 2951.556150 = -677686.870004
  nChanged 0
		SP:Iteration 50F (199787.640000 sec): 3 clusters
  Score: Raw -680638.426154 + Penalty 2951.556150 = -677686.870004
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 19 (171169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199788.450000 sec): 2 clusters
  Score: Raw -14793374.669389 + Penalty 1958.191081 = -14791416.478309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199789.430000 sec): 3 clusters
  Score: Raw -14680184.701470 + Penalty 3916.382162 = -14676268.319309
  nChanged 82784
		SP:Iteration 1F (199790.370000 sec): 3 clusters
  Score: Raw -14728950.643125 + Penalty 3916.382162 = -14725034.260963
  nChanged 4994
		SP:Iteration 2Q (199791.370000 sec): 3 clusters
  Score: Raw -14730061.093797 + Penalty 3916.382162 = -14726144.711636
  nChanged 5901
		SP:Iteration 3Q (199792.370000 sec): 3 clusters
  Score: Raw -14731733.171243 + Penalty 3916.382162 = -14727816.789081
  nChanged 7222
		SP:Iteration 4Q (199793.360000 sec): 3 clusters
  Score: Raw -14734343.194996 + Penalty 3916.382162 = -14730426.812835
  nChanged 8806
		SP:Iteration 5F (199794.260000 sec): 3 clusters
  Score: Raw -14738322.761483 + Penalty 3916.382162 = -14734406.379322
  nChanged 10291
		SP:Iteration 6F (199795.220000 sec): 3 clusters
  Score: Raw -14743979.409999 + Penalty 3916.382162 = -14740063.027837
  nChanged 11324
		SP:Iteration 7F (199796.160000 sec): 3 clusters
  Score: Raw -14751194.725400 + Penalty 3916.382162 = -14747278.343239
  nChanged 11550
		SP:Iteration 8F (199797.040000 sec): 3 clusters
  Score: Raw -14759347.027932 + Penalty 3916.382162 = -14755430.645770
  nChanged 10896
		SP:Iteration 9F (199797.940000 sec): 3 clusters
  Score: Raw -14767870.735737 + Penalty 3916.382162 = -14763954.353575
  nChanged 9908
		SP:Iteration 10F (199798.860000 sec): 3 clusters
  Score: Raw -14776350.527140 + Penalty 3916.382162 = -14772434.144978
  nChanged 8065
		SP:Iteration 11Q (199799.720000 sec): 3 clusters
  Score: Raw -14783601.562690 + Penalty 3916.382162 = -14779685.180529
  nChanged 5476
		SP:Iteration 12Q (199800.570000 sec): 3 clusters
  Score: Raw -14788532.778972 + Penalty 3916.382162 = -14784616.396811
  nChanged 3126
		SP:Iteration 13Q (199801.400000 sec): 3 clusters
  Score: Raw -14791254.968657 + Penalty 3916.382162 = -14787338.586496
  nChanged 1545
		SP:Iteration 14Q (199802.260000 sec): 3 clusters
  Score: Raw -14792534.345823 + Penalty 3916.382162 = -14788617.963662
  nChanged 675
		SP:Iteration 15Q (199802.990000 sec): 3 clusters
  Score: Raw -14793107.229068 + Penalty 3916.382162 = -14789190.846907
  nChanged 278
		SP:Iteration 16Q (199803.760000 sec): 3 clusters
  Score: Raw -14793350.714056 + Penalty 3916.382162 = -14789434.331895
  nChanged 99
		SP:Iteration 17Q (199804.500000 sec): 3 clusters
  Score: Raw -14793449.020539 + Penalty 3916.382162 = -14789532.638377
  nChanged 47
		SP:Iteration 18Q (199805.210000 sec): 3 clusters
  Score: Raw -14793500.220469 + Penalty 3916.382162 = -14789583.838307
  nChanged 30
		SP:Iteration 19Q (199805.960000 sec): 3 clusters
  Score: Raw -14793530.278067 + Penalty 3916.382162 = -14789613.895906
  nChanged 19
		SP:Iteration 20F (199806.850000 sec): 3 clusters
  Score: Raw -14793550.233644 + Penalty 3916.382162 = -14789633.851482
  nChanged 17
		SP:Iteration 21Q (199807.610000 sec): 3 clusters
  Score: Raw -14793568.934465 + Penalty 3916.382162 = -14789652.552303
  nChanged 15
		SP:Iteration 22Q (199808.420000 sec): 3 clusters
  Score: Raw -14793581.894441 + Penalty 3916.382162 = -14789665.512279
  nChanged 7
		SP:Iteration 23Q (199809.160000 sec): 3 clusters
  Score: Raw -14793588.169142 + Penalty 3916.382162 = -14789671.786980
  nChanged 6
		SP:Iteration 24Q (199809.870000 sec): 3 clusters
  Score: Raw -14793594.931031 + Penalty 3916.382162 = -14789678.548870
  nChanged 2
		SP:Iteration 25Q (199810.610000 sec): 3 clusters
  Score: Raw -14793597.665424 + Penalty 3916.382162 = -14789681.283263
  nChanged 4
		SP:Iteration 26Q (199811.410000 sec): 3 clusters
  Score: Raw -14793601.053047 + Penalty 3916.382162 = -14789684.670885
  nChanged 5
		SP:Iteration 27Q (199812.120000 sec): 3 clusters
  Score: Raw -14793605.598024 + Penalty 3916.382162 = -14789689.215863
  nChanged 2
		SP:Iteration 28Q (199812.940000 sec): 3 clusters
  Score: Raw -14793607.315141 + Penalty 3916.382162 = -14789690.932979
  nChanged 2
		SP:Iteration 29Q (199813.670000 sec): 3 clusters
  Score: Raw -14793608.720117 + Penalty 3916.382162 = -14789692.337955
  nChanged 1
		SP:Iteration 30Q (199814.440000 sec): 3 clusters
  Score: Raw -14793608.957245 + Penalty 3916.382162 = -14789692.575083
  nChanged 0
		SP:Iteration 31F (199815.300000 sec): 3 clusters
  Score: Raw -14793608.957245 + Penalty 3916.382162 = -14789692.575083
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 20 (15515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199815.500000 sec): 2 clusters
  Score: Raw -1335022.388192 + Penalty 1568.053919 = -1333454.334273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199815.770000 sec): 3 clusters
  Score: Raw -1325833.106828 + Penalty 3136.107837 = -1322696.998991
  nChanged 6945
		SP:Iteration 1F (199816.010000 sec): 3 clusters
  Score: Raw -1329683.472935 + Penalty 3136.107837 = -1326547.365098
  nChanged 833
		SP:Iteration 2F (199816.240000 sec): 3 clusters
  Score: Raw -1330017.717402 + Penalty 3136.107837 = -1326881.609565
  nChanged 750
		SP:Iteration 3Q (199816.490000 sec): 3 clusters
  Score: Raw -1330366.138867 + Penalty 3136.107837 = -1327230.031029
  nChanged 753
		SP:Iteration 4Q (199816.760000 sec): 3 clusters
  Score: Raw -1330788.100420 + Penalty 3136.107837 = -1327651.992583
  nChanged 835
		SP:Iteration 5F (199817.010000 sec): 3 clusters
  Score: Raw -1331305.726423 + Penalty 3136.107837 = -1328169.618586
  nChanged 841
		SP:Iteration 6F (199817.250000 sec): 3 clusters
  Score: Raw -1331859.117649 + Penalty 3136.107837 = -1328723.009811
  nChanged 767
		SP:Iteration 7Q (199817.510000 sec): 3 clusters
  Score: Raw -1332354.108182 + Penalty 3136.107837 = -1329218.000344
  nChanged 701
		SP:Iteration 8Q (199817.770000 sec): 3 clusters
  Score: Raw -1332850.715787 + Penalty 3136.107837 = -1329714.607949
  nChanged 681
		SP:Iteration 9Q (199817.970000 sec): 3 clusters
  Score: Raw -1333322.896234 + Penalty 3136.107837 = -1330186.788396
  nChanged 629
		SP:Iteration 10Q (199818.220000 sec): 3 clusters
  Score: Raw -1333763.977073 + Penalty 3136.107837 = -1330627.869236
  nChanged 534
		SP:Iteration 11Q (199818.490000 sec): 3 clusters
  Score: Raw -1334144.677066 + Penalty 3136.107837 = -1331008.569228
  nChanged 460
		SP:Iteration 12Q (199818.690000 sec): 3 clusters
  Score: Raw -1334443.988610 + Penalty 3136.107837 = -1331307.880773
  nChanged 343
		SP:Iteration 13Q (199818.910000 sec): 3 clusters
  Score: Raw -1334656.522262 + Penalty 3136.107837 = -1331520.414424
  nChanged 273
		SP:Iteration 14Q (199819.180000 sec): 3 clusters
  Score: Raw -1334827.370915 + Penalty 3136.107837 = -1331691.263077
  nChanged 222
		SP:Iteration 15Q (199819.390000 sec): 3 clusters
  Score: Raw -1334957.086179 + Penalty 3136.107837 = -1331820.978342
  nChanged 177
		SP:Iteration 16Q (199819.640000 sec): 3 clusters
  Score: Raw -1335053.652588 + Penalty 3136.107837 = -1331917.544751
  nChanged 133
		SP:Iteration 17Q (199819.890000 sec): 3 clusters
  Score: Raw -1335122.197099 + Penalty 3136.107837 = -1331986.089262
  nChanged 106
		SP:Iteration 18Q (199820.160000 sec): 3 clusters
  Score: Raw -1335181.245254 + Penalty 3136.107837 = -1332045.137417
  nChanged 101
		SP:Iteration 19Q (199820.380000 sec): 3 clusters
  Score: Raw -1335244.369624 + Penalty 3136.107837 = -1332108.261787
  nChanged 88
		SP:Iteration 20F (199820.610000 sec): 3 clusters
  Score: Raw -1335302.930101 + Penalty 3136.107837 = -1332166.822263
  nChanged 86
		SP:Iteration 21Q (199820.860000 sec): 3 clusters
  Score: Raw -1335347.473934 + Penalty 3136.107837 = -1332211.366096
  nChanged 55
		SP:Iteration 22Q (199821.080000 sec): 3 clusters
  Score: Raw -1335373.974416 + Penalty 3136.107837 = -1332237.866578
  nChanged 52
		SP:Iteration 23Q (199821.260000 sec): 3 clusters
  Score: Raw -1335406.555393 + Penalty 3136.107837 = -1332270.447556
  nChanged 45
		SP:Iteration 24Q (199821.480000 sec): 3 clusters
  Score: Raw -1335427.632400 + Penalty 3136.107837 = -1332291.524563
  nChanged 31
		SP:Iteration 25Q (199821.740000 sec): 3 clusters
  Score: Raw -1335443.794014 + Penalty 3136.107837 = -1332307.686176
  nChanged 27
		SP:Iteration 26Q (199821.960000 sec): 3 clusters
  Score: Raw -1335454.077424 + Penalty 3136.107837 = -1332317.969587
  nChanged 19
		SP:Iteration 27Q (199822.160000 sec): 3 clusters
  Score: Raw -1335463.498501 + Penalty 3136.107837 = -1332327.390664
  nChanged 19
		SP:Iteration 28Q (199822.400000 sec): 3 clusters
  Score: Raw -1335473.550825 + Penalty 3136.107837 = -1332337.442988
  nChanged 20
		SP:Iteration 29Q (199822.620000 sec): 3 clusters
  Score: Raw -1335481.686322 + Penalty 3136.107837 = -1332345.578485
  nChanged 13
		SP:Iteration 30Q (199822.850000 sec): 3 clusters
  Score: Raw -1335486.668552 + Penalty 3136.107837 = -1332350.560714
  nChanged 12
		SP:Iteration 31Q (199823.110000 sec): 3 clusters
  Score: Raw -1335491.606111 + Penalty 3136.107837 = -1332355.498274
  nChanged 12
		SP:Iteration 32Q (199823.300000 sec): 3 clusters
  Score: Raw -1335497.485478 + Penalty 3136.107837 = -1332361.377640
  nChanged 14
		SP:Iteration 33Q (199823.510000 sec): 3 clusters
  Score: Raw -1335505.837963 + Penalty 3136.107837 = -1332369.730125
  nChanged 21
		SP:Iteration 34Q (199823.750000 sec): 3 clusters
  Score: Raw -1335514.449857 + Penalty 3136.107837 = -1332378.342019
  nChanged 19
		SP:Iteration 35Q (199823.950000 sec): 3 clusters
  Score: Raw -1335522.376480 + Penalty 3136.107837 = -1332386.268642
  nChanged 11
		SP:Iteration 36Q (199824.200000 sec): 3 clusters
  Score: Raw -1335526.571055 + Penalty 3136.107837 = -1332390.463218
  nChanged 8
		SP:Iteration 37Q (199824.400000 sec): 3 clusters
  Score: Raw -1335529.030054 + Penalty 3136.107837 = -1332392.922217
  nChanged 5
		SP:Iteration 38Q (199824.620000 sec): 3 clusters
  Score: Raw -1335530.613399 + Penalty 3136.107837 = -1332394.505561
  nChanged 6
		SP:Iteration 39Q (199824.860000 sec): 3 clusters
  Score: Raw -1335533.684801 + Penalty 3136.107837 = -1332397.576963
  nChanged 8
		SP:Iteration 40F (199825.070000 sec): 3 clusters
  Score: Raw -1335538.230220 + Penalty 3136.107837 = -1332402.122382
  nChanged 11
		SP:Iteration 41Q (199825.290000 sec): 3 clusters
  Score: Raw -1335544.759302 + Penalty 3136.107837 = -1332408.651465
  nChanged 11
		SP:Iteration 42Q (199825.500000 sec): 3 clusters
  Score: Raw -1335551.655132 + Penalty 3136.107837 = -1332415.547294
  nChanged 16
		SP:Iteration 43Q (199825.740000 sec): 3 clusters
  Score: Raw -1335563.092772 + Penalty 3136.107837 = -1332426.984935
  nChanged 21
		SP:Iteration 44Q (199825.920000 sec): 3 clusters
  Score: Raw -1335577.459299 + Penalty 3136.107837 = -1332441.351461
  nChanged 15
		SP:Iteration 45Q (199826.160000 sec): 3 clusters
  Score: Raw -1335587.375928 + Penalty 3136.107837 = -1332451.268091
  nChanged 15
		SP:Iteration 46Q (199826.370000 sec): 3 clusters
  Score: Raw -1335596.488825 + Penalty 3136.107837 = -1332460.380988
  nChanged 15
		SP:Iteration 47Q (199826.610000 sec): 3 clusters
  Score: Raw -1335605.238106 + Penalty 3136.107837 = -1332469.130269
  nChanged 18
		SP:Iteration 48Q (199826.790000 sec): 3 clusters
  Score: Raw -1335616.612276 + Penalty 3136.107837 = -1332480.504438
  nChanged 22
		SP:Iteration 49Q (199827.030000 sec): 3 clusters
  Score: Raw -1335625.854474 + Penalty 3136.107837 = -1332489.746636
  nChanged 13
		SP:Iteration 50Q (199827.270000 sec): 3 clusters
  Score: Raw -1335631.432708 + Penalty 3136.107837 = -1332495.324870
  nChanged 12
		SP:Iteration 51Q (199827.480000 sec): 3 clusters
  Score: Raw -1335637.428042 + Penalty 3136.107837 = -1332501.320204
  nChanged 10
		SP:Iteration 52Q (199827.720000 sec): 3 clusters
  Score: Raw -1335641.765311 + Penalty 3136.107837 = -1332505.657474
  nChanged 12
		SP:Iteration 53Q (199827.940000 sec): 3 clusters
  Score: Raw -1335647.656829 + Penalty 3136.107837 = -1332511.548992
  nChanged 9
		SP:Iteration 54Q (199828.160000 sec): 3 clusters
  Score: Raw -1335651.708188 + Penalty 3136.107837 = -1332515.600351
  nChanged 8
		SP:Iteration 55Q (199828.400000 sec): 3 clusters
  Score: Raw -1335654.875335 + Penalty 3136.107837 = -1332518.767498
  nChanged 7
		SP:Iteration 56Q (199828.600000 sec): 3 clusters
  Score: Raw -1335657.628586 + Penalty 3136.107837 = -1332521.520749
  nChanged 9
		SP:Iteration 57Q (199828.840000 sec): 3 clusters
  Score: Raw -1335661.478191 + Penalty 3136.107837 = -1332525.370354
  nChanged 5
		SP:Iteration 58Q (199829.070000 sec): 3 clusters
  Score: Raw -1335663.330403 + Penalty 3136.107837 = -1332527.222566
  nChanged 6
		SP:Iteration 59Q (199829.340000 sec): 3 clusters
  Score: Raw -1335665.321398 + Penalty 3136.107837 = -1332529.213561
  nChanged 5
		SP:Iteration 60F (199829.550000 sec): 3 clusters
  Score: Raw -1335668.586169 + Penalty 3136.107837 = -1332532.478332
  nChanged 7
		SP:Iteration 61Q (199829.800000 sec): 3 clusters
  Score: Raw -1335671.515813 + Penalty 3136.107837 = -1332535.407976
  nChanged 2
		SP:Iteration 62Q (199830.030000 sec): 3 clusters
  Score: Raw -1335672.958815 + Penalty 3136.107837 = -1332536.850977
  nChanged 4
		SP:Iteration 63Q (199830.240000 sec): 3 clusters
  Score: Raw -1335674.482545 + Penalty 3136.107837 = -1332538.374708
  nChanged 3
		SP:Iteration 64Q (199830.500000 sec): 3 clusters
  Score: Raw -1335675.703596 + Penalty 3136.107837 = -1332539.595759
  nChanged 5
		SP:Iteration 65Q (199830.690000 sec): 3 clusters
  Score: Raw -1335677.866667 + Penalty 3136.107837 = -1332541.758830
  nChanged 5
		SP:Iteration 66Q (199830.950000 sec): 3 clusters
  Score: Raw -1335679.521497 + Penalty 3136.107837 = -1332543.413659
  nChanged 1
		SP:Iteration 67Q (199831.200000 sec): 3 clusters
  Score: Raw -1335679.859190 + Penalty 3136.107837 = -1332543.751352
  nChanged 0
		SP:Iteration 68F (199831.400000 sec): 3 clusters
  Score: Raw -1335679.859190 + Penalty 3136.107837 = -1332543.751352
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 21 (4990 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199831.540000 sec): 2 clusters
  Score: Raw -424928.562435 + Penalty 1383.718568 = -423544.843867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199831.720000 sec): 3 clusters
  Score: Raw -422342.556727 + Penalty 2767.437136 = -419575.119591
  nChanged 2052
		SP:Iteration 1F (199831.930000 sec): 3 clusters
  Score: Raw -423468.230916 + Penalty 2767.437136 = -420700.793780
  nChanged 305
		SP:Iteration 2F (199832.140000 sec): 3 clusters
  Score: Raw -423607.651637 + Penalty 2767.437136 = -420840.214501
  nChanged 220
		SP:Iteration 3Q (199832.350000 sec): 3 clusters
  Score: Raw -423701.616590 + Penalty 2767.437136 = -420934.179454
  nChanged 184
		SP:Iteration 4Q (199832.540000 sec): 3 clusters
  Score: Raw -423780.826201 + Penalty 2767.437136 = -421013.389065
  nChanged 138
		SP:Iteration 5Q (199832.720000 sec): 3 clusters
  Score: Raw -423836.040897 + Penalty 2767.437136 = -421068.603761
  nChanged 110
		SP:Iteration 6Q (199832.880000 sec): 3 clusters
  Score: Raw -423883.490128 + Penalty 2767.437136 = -421116.052992
  nChanged 135
		SP:Iteration 7Q (199833.080000 sec): 3 clusters
  Score: Raw -423948.294416 + Penalty 2767.437136 = -421180.857279
  nChanged 119
		SP:Iteration 8Q (199833.280000 sec): 3 clusters
  Score: Raw -424009.084878 + Penalty 2767.437136 = -421241.647741
  nChanged 118
		SP:Iteration 9Q (199833.480000 sec): 3 clusters
  Score: Raw -424071.686986 + Penalty 2767.437136 = -421304.249850
  nChanged 127
		SP:Iteration 10Q (199833.650000 sec): 3 clusters
  Score: Raw -424150.028914 + Penalty 2767.437136 = -421382.591778
  nChanged 150
		SP:Iteration 11Q (199833.860000 sec): 3 clusters
  Score: Raw -424244.124878 + Penalty 2767.437136 = -421476.687742
  nChanged 157
		SP:Iteration 12Q (199834.030000 sec): 3 clusters
  Score: Raw -424335.434935 + Penalty 2767.437136 = -421567.997798
  nChanged 129
		SP:Iteration 13Q (199834.230000 sec): 3 clusters
  Score: Raw -424407.500384 + Penalty 2767.437136 = -421640.063247
  nChanged 121
		SP:Iteration 14Q (199834.410000 sec): 3 clusters
  Score: Raw -424477.557855 + Penalty 2767.437136 = -421710.120718
  nChanged 113
		SP:Iteration 15Q (199834.630000 sec): 3 clusters
  Score: Raw -424532.331303 + Penalty 2767.437136 = -421764.894166
  nChanged 93
		SP:Iteration 16Q (199834.790000 sec): 3 clusters
  Score: Raw -424580.629661 + Penalty 2767.437136 = -421813.192525
  nChanged 86
		SP:Iteration 17Q (199835.000000 sec): 3 clusters
  Score: Raw -424627.895222 + Penalty 2767.437136 = -421860.458086
  nChanged 85
		SP:Iteration 18Q (199835.190000 sec): 3 clusters
  Score: Raw -424671.058205 + Penalty 2767.437136 = -421903.621069
  nChanged 73
		SP:Iteration 19Q (199835.370000 sec): 3 clusters
  Score: Raw -424710.949355 + Penalty 2767.437136 = -421943.512219
  nChanged 77
		SP:Iteration 20F (199835.550000 sec): 3 clusters
  Score: Raw -424751.181273 + Penalty 2767.437136 = -421983.744137
  nChanged 79
		SP:Iteration 21Q (199835.750000 sec): 3 clusters
  Score: Raw -424792.438146 + Penalty 2767.437136 = -422025.001009
  nChanged 70
		SP:Iteration 22Q (199835.960000 sec): 3 clusters
  Score: Raw -424824.607094 + Penalty 2767.437136 = -422057.169958
  nChanged 59
		SP:Iteration 23Q (199836.140000 sec): 3 clusters
  Score: Raw -424852.733157 + Penalty 2767.437136 = -422085.296020
  nChanged 50
		SP:Iteration 24Q (199836.320000 sec): 3 clusters
  Score: Raw -424878.861160 + Penalty 2767.437136 = -422111.424023
  nChanged 56
		SP:Iteration 25Q (199836.490000 sec): 3 clusters
  Score: Raw -424907.487428 + Penalty 2767.437136 = -422140.050292
  nChanged 53
		SP:Iteration 26Q (199836.710000 sec): 3 clusters
  Score: Raw -424939.629859 + Penalty 2767.437136 = -422172.192723
  nChanged 46
		SP:Iteration 27Q (199836.860000 sec): 3 clusters
  Score: Raw -424970.506657 + Penalty 2767.437136 = -422203.069520
  nChanged 36
		SP:Iteration 28Q (199837.060000 sec): 3 clusters
  Score: Raw -424989.765832 + Penalty 2767.437136 = -422222.328696
  nChanged 31
		SP:Iteration 29Q (199837.280000 sec): 3 clusters
  Score: Raw -425007.504359 + Penalty 2767.437136 = -422240.067223
  nChanged 27
		SP:Iteration 30Q (199837.400000 sec): 3 clusters
  Score: Raw -425027.128102 + Penalty 2767.437136 = -422259.690966
  nChanged 26
		SP:Iteration 31Q (199837.590000 sec): 3 clusters
  Score: Raw -425042.795000 + Penalty 2767.437136 = -422275.357864
  nChanged 15
		SP:Iteration 32Q (199837.820000 sec): 3 clusters
  Score: Raw -425050.681380 + Penalty 2767.437136 = -422283.244244
  nChanged 13
		SP:Iteration 33Q (199837.980000 sec): 3 clusters
  Score: Raw -425060.128656 + Penalty 2767.437136 = -422292.691519
  nChanged 11
		SP:Iteration 34Q (199838.170000 sec): 3 clusters
  Score: Raw -425066.000634 + Penalty 2767.437136 = -422298.563498
  nChanged 8
		SP:Iteration 35Q (199838.360000 sec): 3 clusters
  Score: Raw -425070.681952 + Penalty 2767.437136 = -422303.244816
  nChanged 5
		SP:Iteration 36Q (199838.580000 sec): 3 clusters
  Score: Raw -425074.886451 + Penalty 2767.437136 = -422307.449315
  nChanged 8
		SP:Iteration 37Q (199838.790000 sec): 3 clusters
  Score: Raw -425080.031416 + Penalty 2767.437136 = -422312.594280
  nChanged 4
		SP:Iteration 38Q (199838.970000 sec): 3 clusters
  Score: Raw -425081.608714 + Penalty 2767.437136 = -422314.171578
  nChanged 2
		SP:Iteration 39Q (199839.180000 sec): 3 clusters
  Score: Raw -425082.612186 + Penalty 2767.437136 = -422315.175049
  nChanged 1
		SP:Iteration 40F (199839.380000 sec): 3 clusters
  Score: Raw -425083.499994 + Penalty 2767.437136 = -422316.062858
  nChanged 1
		SP:Iteration 41Q (199839.570000 sec): 3 clusters
  Score: Raw -425083.787346 + Penalty 2767.437136 = -422316.350210
  nChanged 0
		SP:Iteration 42F (199839.800000 sec): 3 clusters
  Score: Raw -425083.787346 + Penalty 2767.437136 = -422316.350210
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 22 (13951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199839.970000 sec): 2 clusters
  Score: Raw -1211362.560529 + Penalty 1550.787301 = -1209811.773227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199840.190000 sec): 3 clusters
  Score: Raw -1203147.880108 + Penalty 3101.574603 = -1200046.305505
  nChanged 6195
		SP:Iteration 1F (199840.440000 sec): 3 clusters
  Score: Raw -1206573.990948 + Penalty 3101.574603 = -1203472.416346
  nChanged 955
		SP:Iteration 2F (199840.720000 sec): 3 clusters
  Score: Raw -1207096.464172 + Penalty 3101.574603 = -1203994.889570
  nChanged 973
		SP:Iteration 3F (199840.900000 sec): 3 clusters
  Score: Raw -1207678.027848 + Penalty 3101.574603 = -1204576.453246
  nChanged 946
		SP:Iteration 4F (199841.140000 sec): 3 clusters
  Score: Raw -1208304.216070 + Penalty 3101.574603 = -1205202.641468
  nChanged 927
		SP:Iteration 5F (199841.390000 sec): 3 clusters
  Score: Raw -1208904.954948 + Penalty 3101.574603 = -1205803.380345
  nChanged 827
		SP:Iteration 6F (199841.580000 sec): 3 clusters
  Score: Raw -1209383.110358 + Penalty 3101.574603 = -1206281.535756
  nChanged 636
		SP:Iteration 7Q (199841.840000 sec): 3 clusters
  Score: Raw -1209706.025892 + Penalty 3101.574603 = -1206604.451290
  nChanged 516
		SP:Iteration 8Q (199842.080000 sec): 3 clusters
  Score: Raw -1209957.178097 + Penalty 3101.574603 = -1206855.603494
  nChanged 423
		SP:Iteration 9Q (199842.270000 sec): 3 clusters
  Score: Raw -1210139.485529 + Penalty 3101.574603 = -1207037.910927
  nChanged 320
		SP:Iteration 10Q (199842.520000 sec): 3 clusters
  Score: Raw -1210277.658364 + Penalty 3101.574603 = -1207176.083762
  nChanged 259
		SP:Iteration 11Q (199842.790000 sec): 3 clusters
  Score: Raw -1210396.471541 + Penalty 3101.574603 = -1207294.896939
  nChanged 231
		SP:Iteration 12Q (199843.070000 sec): 3 clusters
  Score: Raw -1210515.359973 + Penalty 3101.574603 = -1207413.785371
  nChanged 227
		SP:Iteration 13Q (199843.320000 sec): 3 clusters
  Score: Raw -1210645.859483 + Penalty 3101.574603 = -1207544.284881
  nChanged 225
		SP:Iteration 14Q (199843.570000 sec): 3 clusters
  Score: Raw -1210780.869240 + Penalty 3101.574603 = -1207679.294638
  nChanged 222
		SP:Iteration 15Q (199843.830000 sec): 3 clusters
  Score: Raw -1210953.076893 + Penalty 3101.574603 = -1207851.502290
  nChanged 240
		SP:Iteration 16Q (199844.100000 sec): 3 clusters
  Score: Raw -1211136.792948 + Penalty 3101.574603 = -1208035.218346
  nChanged 211
		SP:Iteration 17Q (199844.280000 sec): 3 clusters
  Score: Raw -1211315.424740 + Penalty 3101.574603 = -1208213.850137
  nChanged 185
		SP:Iteration 18Q (199844.520000 sec): 3 clusters
  Score: Raw -1211474.183289 + Penalty 3101.574603 = -1208372.608686
  nChanged 158
		SP:Iteration 19Q (199844.740000 sec): 3 clusters
  Score: Raw -1211609.139029 + Penalty 3101.574603 = -1208507.564426
  nChanged 126
		SP:Iteration 20F (199845.020000 sec): 3 clusters
  Score: Raw -1211707.613455 + Penalty 3101.574603 = -1208606.038853
  nChanged 94
		SP:Iteration 21Q (199845.250000 sec): 3 clusters
  Score: Raw -1211771.226709 + Penalty 3101.574603 = -1208669.652106
  nChanged 82
		SP:Iteration 22Q (199845.480000 sec): 3 clusters
  Score: Raw -1211822.248194 + Penalty 3101.574603 = -1208720.673592
  nChanged 65
		SP:Iteration 23Q (199845.700000 sec): 3 clusters
  Score: Raw -1211853.731448 + Penalty 3101.574603 = -1208752.156845
  nChanged 51
		SP:Iteration 24Q (199845.950000 sec): 3 clusters
  Score: Raw -1211879.605887 + Penalty 3101.574603 = -1208778.031284
  nChanged 47
		SP:Iteration 25Q (199846.160000 sec): 3 clusters
  Score: Raw -1211899.444841 + Penalty 3101.574603 = -1208797.870238
  nChanged 29
		SP:Iteration 26Q (199846.380000 sec): 3 clusters
  Score: Raw -1211909.746099 + Penalty 3101.574603 = -1208808.171496
  nChanged 24
		SP:Iteration 27Q (199846.630000 sec): 3 clusters
  Score: Raw -1211916.227084 + Penalty 3101.574603 = -1208814.652482
  nChanged 18
		SP:Iteration 28Q (199846.850000 sec): 3 clusters
  Score: Raw -1211921.181660 + Penalty 3101.574603 = -1208819.607057
  nChanged 23
		SP:Iteration 29Q (199847.090000 sec): 3 clusters
  Score: Raw -1211928.298750 + Penalty 3101.574603 = -1208826.724147
  nChanged 15
		SP:Iteration 30Q (199847.290000 sec): 3 clusters
  Score: Raw -1211932.361590 + Penalty 3101.574603 = -1208830.786988
  nChanged 15
		SP:Iteration 31Q (199847.520000 sec): 3 clusters
  Score: Raw -1211936.175557 + Penalty 3101.574603 = -1208834.600955
  nChanged 8
		SP:Iteration 32Q (199847.760000 sec): 3 clusters
  Score: Raw -1211938.847993 + Penalty 3101.574603 = -1208837.273391
  nChanged 11
		SP:Iteration 33Q (199848.030000 sec): 3 clusters
  Score: Raw -1211941.361892 + Penalty 3101.574603 = -1208839.787290
  nChanged 6
		SP:Iteration 34Q (199848.280000 sec): 3 clusters
  Score: Raw -1211942.744162 + Penalty 3101.574603 = -1208841.169559
  nChanged 5
		SP:Iteration 35Q (199848.540000 sec): 3 clusters
  Score: Raw -1211943.720155 + Penalty 3101.574603 = -1208842.145552
  nChanged 4
		SP:Iteration 36Q (199848.740000 sec): 3 clusters
  Score: Raw -1211944.891349 + Penalty 3101.574603 = -1208843.316747
  nChanged 4
		SP:Iteration 37Q (199849.000000 sec): 3 clusters
  Score: Raw -1211946.005220 + Penalty 3101.574603 = -1208844.430617
  nChanged 4
		SP:Iteration 38Q (199849.230000 sec): 3 clusters
  Score: Raw -1211946.927205 + Penalty 3101.574603 = -1208845.352603
  nChanged 3
		SP:Iteration 39Q (199849.500000 sec): 3 clusters
  Score: Raw -1211947.994290 + Penalty 3101.574603 = -1208846.419688
  nChanged 1
		SP:Iteration 40F (199849.710000 sec): 3 clusters
  Score: Raw -1211948.180251 + Penalty 3101.574603 = -1208846.605649
  nChanged 2
		SP:Iteration 41Q (199849.950000 sec): 3 clusters
  Score: Raw -1211948.584059 + Penalty 3101.574603 = -1208847.009456
  nChanged 2
		SP:Iteration 42Q (199850.250000 sec): 3 clusters
  Score: Raw -1211949.275778 + Penalty 3101.574603 = -1208847.701176
  nChanged 4
		SP:Iteration 43Q (199850.450000 sec): 3 clusters
  Score: Raw -1211949.954590 + Penalty 3101.574603 = -1208848.379987
  nChanged 1
		SP:Iteration 44Q (199850.720000 sec): 3 clusters
  Score: Raw -1211950.220105 + Penalty 3101.574603 = -1208848.645502
  nChanged 1
		SP:Iteration 45Q (199850.970000 sec): 3 clusters
  Score: Raw -1211950.314782 + Penalty 3101.574603 = -1208848.740179
  nChanged 1
		SP:Iteration 46Q (199851.220000 sec): 3 clusters
  Score: Raw -1211950.416086 + Penalty 3101.574603 = -1208848.841483
  nChanged 0
		SP:Iteration 47F (199851.430000 sec): 3 clusters
  Score: Raw -1211950.416086 + Penalty 3101.574603 = -1208848.841483
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 23 (79579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199851.890000 sec): 2 clusters
  Score: Raw -7099817.237213 + Penalty 1833.732147 = -7097983.505067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199852.470000 sec): 3 clusters
  Score: Raw -7048363.312620 + Penalty 3667.464293 = -7044695.848326
  nChanged 37885
		SP:Iteration 1F (199853.020000 sec): 3 clusters
  Score: Raw -7070642.117858 + Penalty 3667.464293 = -7066974.653565
  nChanged 3595
		SP:Iteration 2Q (199853.590000 sec): 3 clusters
  Score: Raw -7072075.872150 + Penalty 3667.464293 = -7068408.407857
  nChanged 4537
		SP:Iteration 3F (199854.140000 sec): 3 clusters
  Score: Raw -7074482.353096 + Penalty 3667.464293 = -7070814.888802
  nChanged 5583
		SP:Iteration 4F (199854.660000 sec): 3 clusters
  Score: Raw -7078044.784328 + Penalty 3667.464293 = -7074377.320034
  nChanged 6076
		SP:Iteration 5F (199855.190000 sec): 3 clusters
  Score: Raw -7082250.500686 + Penalty 3667.464293 = -7078583.036393
  nChanged 5771
		SP:Iteration 6F (199855.690000 sec): 3 clusters
  Score: Raw -7085780.377789 + Penalty 3667.464293 = -7082112.913496
  nChanged 4648
		SP:Iteration 7F (199856.190000 sec): 3 clusters
  Score: Raw -7088170.172254 + Penalty 3667.464293 = -7084502.707961
  nChanged 3515
		SP:Iteration 8Q (199856.690000 sec): 3 clusters
  Score: Raw -7089623.793967 + Penalty 3667.464293 = -7085956.329673
  nChanged 2591
		SP:Iteration 9Q (199857.190000 sec): 3 clusters
  Score: Raw -7090577.154300 + Penalty 3667.464293 = -7086909.690007
  nChanged 2125
		SP:Iteration 10Q (199857.710000 sec): 3 clusters
  Score: Raw -7091325.366325 + Penalty 3667.464293 = -7087657.902031
  nChanged 1845
		SP:Iteration 11Q (199858.230000 sec): 3 clusters
  Score: Raw -7092001.806317 + Penalty 3667.464293 = -7088334.342024
  nChanged 1915
		SP:Iteration 12Q (199858.740000 sec): 3 clusters
  Score: Raw -7092804.115571 + Penalty 3667.464293 = -7089136.651277
  nChanged 2000
		SP:Iteration 13Q (199859.370000 sec): 3 clusters
  Score: Raw -7093735.173262 + Penalty 3667.464293 = -7090067.708968
  nChanged 2072
		SP:Iteration 14Q (199859.960000 sec): 3 clusters
  Score: Raw -7094811.750540 + Penalty 3667.464293 = -7091144.286247
  nChanged 2007
		SP:Iteration 15Q (199860.590000 sec): 3 clusters
  Score: Raw -7095959.294038 + Penalty 3667.464293 = -7092291.829745
  nChanged 1812
		SP:Iteration 16Q (199861.190000 sec): 3 clusters
  Score: Raw -7097034.251414 + Penalty 3667.464293 = -7093366.787121
  nChanged 1480
		SP:Iteration 17Q (199861.770000 sec): 3 clusters
  Score: Raw -7097977.054134 + Penalty 3667.464293 = -7094309.589841
  nChanged 1156
		SP:Iteration 18Q (199862.310000 sec): 3 clusters
  Score: Raw -7098721.953440 + Penalty 3667.464293 = -7095054.489146
  nChanged 768
		SP:Iteration 19Q (199862.940000 sec): 3 clusters
  Score: Raw -7099218.966979 + Penalty 3667.464293 = -7095551.502686
  nChanged 479
		SP:Iteration 20F (199863.450000 sec): 3 clusters
  Score: Raw -7099531.932837 + Penalty 3667.464293 = -7095864.468543
  nChanged 281
		SP:Iteration 21Q (199863.970000 sec): 3 clusters
  Score: Raw -7099711.068896 + Penalty 3667.464293 = -7096043.604602
  nChanged 170
		SP:Iteration 22Q (199864.490000 sec): 3 clusters
  Score: Raw -7099846.633399 + Penalty 3667.464293 = -7096179.169106
  nChanged 120
		SP:Iteration 23Q (199865.000000 sec): 3 clusters
  Score: Raw -7099932.375302 + Penalty 3667.464293 = -7096264.911009
  nChanged 68
		SP:Iteration 24Q (199865.510000 sec): 3 clusters
  Score: Raw -7099976.790441 + Penalty 3667.464293 = -7096309.326148
  nChanged 50
		SP:Iteration 25Q (199866.010000 sec): 3 clusters
  Score: Raw -7100007.937243 + Penalty 3667.464293 = -7096340.472950
  nChanged 37
		SP:Iteration 26Q (199866.510000 sec): 3 clusters
  Score: Raw -7100034.048220 + Penalty 3667.464293 = -7096366.583927
  nChanged 33
		SP:Iteration 27Q (199867.030000 sec): 3 clusters
  Score: Raw -7100060.605080 + Penalty 3667.464293 = -7096393.140787
  nChanged 24
		SP:Iteration 28Q (199867.570000 sec): 3 clusters
  Score: Raw -7100081.512452 + Penalty 3667.464293 = -7096414.048158
  nChanged 15
		SP:Iteration 29Q (199868.090000 sec): 3 clusters
  Score: Raw -7100093.822230 + Penalty 3667.464293 = -7096426.357937
  nChanged 13
		SP:Iteration 30Q (199868.580000 sec): 3 clusters
  Score: Raw -7100101.405829 + Penalty 3667.464293 = -7096433.941536
  nChanged 8
		SP:Iteration 31Q (199869.100000 sec): 3 clusters
  Score: Raw -7100104.847596 + Penalty 3667.464293 = -7096437.383302
  nChanged 8
		SP:Iteration 32Q (199869.580000 sec): 3 clusters
  Score: Raw -7100109.846807 + Penalty 3667.464293 = -7096442.382514
  nChanged 11
		SP:Iteration 33Q (199870.120000 sec): 3 clusters
  Score: Raw -7100116.025233 + Penalty 3667.464293 = -7096448.560940
  nChanged 4
		SP:Iteration 34Q (199870.590000 sec): 3 clusters
  Score: Raw -7100117.721541 + Penalty 3667.464293 = -7096450.257247
  nChanged 4
		SP:Iteration 35Q (199871.100000 sec): 3 clusters
  Score: Raw -7100119.803792 + Penalty 3667.464293 = -7096452.339499
  nChanged 4
		SP:Iteration 36Q (199871.570000 sec): 3 clusters
  Score: Raw -7100122.425048 + Penalty 3667.464293 = -7096454.960754
  nChanged 3
		SP:Iteration 37Q (199872.030000 sec): 3 clusters
  Score: Raw -7100124.440998 + Penalty 3667.464293 = -7096456.976705
  nChanged 2
		SP:Iteration 38Q (199872.520000 sec): 3 clusters
  Score: Raw -7100125.328604 + Penalty 3667.464293 = -7096457.864311
  nChanged 1
		SP:Iteration 39Q (199873.030000 sec): 3 clusters
  Score: Raw -7100125.741774 + Penalty 3667.464293 = -7096458.277481
  nChanged 0
		SP:Iteration 40F (199873.590000 sec): 3 clusters
  Score: Raw -7100125.741774 + Penalty 3667.464293 = -7096458.277481
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 24 (7273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199873.750000 sec): 2 clusters
  Score: Raw -585004.906674 + Penalty 1444.937673 = -583559.969002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199873.930000 sec): 3 clusters
  Score: Raw -581068.242605 + Penalty 2889.875346 = -578178.367259
  nChanged 3046
		SP:Iteration 1F (199874.180000 sec): 3 clusters
  Score: Raw -582786.868664 + Penalty 2889.875346 = -579896.993319
  nChanged 513
		SP:Iteration 2F (199874.430000 sec): 3 clusters
  Score: Raw -583042.997617 + Penalty 2889.875346 = -580153.122271
  nChanged 397
		SP:Iteration 3F (199874.630000 sec): 3 clusters
  Score: Raw -583277.633218 + Penalty 2889.875346 = -580387.757873
  nChanged 350
		SP:Iteration 4Q (199874.890000 sec): 3 clusters
  Score: Raw -583459.410077 + Penalty 2889.875346 = -580569.534731
  nChanged 295
		SP:Iteration 5Q (199875.090000 sec): 3 clusters
  Score: Raw -583616.497459 + Penalty 2889.875346 = -580726.622113
  nChanged 278
		SP:Iteration 6Q (199875.300000 sec): 3 clusters
  Score: Raw -583778.857036 + Penalty 2889.875346 = -580888.981691
  nChanged 281
		SP:Iteration 7Q (199875.530000 sec): 3 clusters
  Score: Raw -583943.616346 + Penalty 2889.875346 = -581053.741000
  nChanged 276
		SP:Iteration 8Q (199875.710000 sec): 3 clusters
  Score: Raw -584107.870350 + Penalty 2889.875346 = -581217.995005
  nChanged 263
		SP:Iteration 9Q (199875.950000 sec): 3 clusters
  Score: Raw -584262.447964 + Penalty 2889.875346 = -581372.572618
  nChanged 227
		SP:Iteration 10Q (199876.200000 sec): 3 clusters
  Score: Raw -584414.261815 + Penalty 2889.875346 = -581524.386469
  nChanged 229
		SP:Iteration 11Q (199876.390000 sec): 3 clusters
  Score: Raw -584553.862568 + Penalty 2889.875346 = -581663.987222
  nChanged 171
		SP:Iteration 12Q (199876.630000 sec): 3 clusters
  Score: Raw -584633.680185 + Penalty 2889.875346 = -581743.804839
  nChanged 135
		SP:Iteration 13Q (199876.840000 sec): 3 clusters
  Score: Raw -584697.683458 + Penalty 2889.875346 = -581807.808113
  nChanged 111
		SP:Iteration 14Q (199877.050000 sec): 3 clusters
  Score: Raw -584743.799957 + Penalty 2889.875346 = -581853.924611
  nChanged 94
		SP:Iteration 15Q (199877.220000 sec): 3 clusters
  Score: Raw -584774.845374 + Penalty 2889.875346 = -581884.970028
  nChanged 61
		SP:Iteration 16Q (199877.490000 sec): 3 clusters
  Score: Raw -584793.052379 + Penalty 2889.875346 = -581903.177033
  nChanged 60
		SP:Iteration 17Q (199877.700000 sec): 3 clusters
  Score: Raw -584812.772574 + Penalty 2889.875346 = -581922.897228
  nChanged 55
		SP:Iteration 18Q (199877.890000 sec): 3 clusters
  Score: Raw -584829.165031 + Penalty 2889.875346 = -581939.289685
  nChanged 55
		SP:Iteration 19Q (199878.130000 sec): 3 clusters
  Score: Raw -584844.450791 + Penalty 2889.875346 = -581954.575445
  nChanged 47
		SP:Iteration 20F (199878.320000 sec): 3 clusters
  Score: Raw -584856.727267 + Penalty 2889.875346 = -581966.851921
  nChanged 45
		SP:Iteration 21Q (199878.570000 sec): 3 clusters
  Score: Raw -584868.495448 + Penalty 2889.875346 = -581978.620102
  nChanged 43
		SP:Iteration 22Q (199878.810000 sec): 3 clusters
  Score: Raw -584877.659417 + Penalty 2889.875346 = -581987.784072
  nChanged 33
		SP:Iteration 23Q (199879.010000 sec): 3 clusters
  Score: Raw -584885.109300 + Penalty 2889.875346 = -581995.233954
  nChanged 32
		SP:Iteration 24Q (199879.260000 sec): 3 clusters
  Score: Raw -584891.684441 + Penalty 2889.875346 = -582001.809095
  nChanged 27
		SP:Iteration 25Q (199879.450000 sec): 3 clusters
  Score: Raw -584897.956136 + Penalty 2889.875346 = -582008.080791
  nChanged 26
		SP:Iteration 26Q (199879.690000 sec): 3 clusters
  Score: Raw -584903.168757 + Penalty 2889.875346 = -582013.293412
  nChanged 29
		SP:Iteration 27Q (199879.930000 sec): 3 clusters
  Score: Raw -584909.761162 + Penalty 2889.875346 = -582019.885817
  nChanged 27
		SP:Iteration 28Q (199880.130000 sec): 3 clusters
  Score: Raw -584915.889897 + Penalty 2889.875346 = -582026.014552
  nChanged 20
		SP:Iteration 29Q (199880.350000 sec): 3 clusters
  Score: Raw -584921.415091 + Penalty 2889.875346 = -582031.539746
  nChanged 25
		SP:Iteration 30Q (199880.590000 sec): 3 clusters
  Score: Raw -584928.384036 + Penalty 2889.875346 = -582038.508691
  nChanged 28
		SP:Iteration 31Q (199880.780000 sec): 3 clusters
  Score: Raw -584933.706416 + Penalty 2889.875346 = -582043.831070
  nChanged 21
		SP:Iteration 32Q (199881.030000 sec): 3 clusters
  Score: Raw -584936.931236 + Penalty 2889.875346 = -582047.055891
  nChanged 23
		SP:Iteration 33Q (199881.260000 sec): 3 clusters
  Score: Raw -584940.803432 + Penalty 2889.875346 = -582050.928086
  nChanged 22
		SP:Iteration 34Q (199881.470000 sec): 3 clusters
  Score: Raw -584945.550547 + Penalty 2889.875346 = -582055.675202
  nChanged 25
		SP:Iteration 35Q (199881.660000 sec): 3 clusters
  Score: Raw -584950.837675 + Penalty 2889.875346 = -582060.962329
  nChanged 23
		SP:Iteration 36Q (199881.840000 sec): 3 clusters
  Score: Raw -584955.778171 + Penalty 2889.875346 = -582065.902825
  nChanged 27
		SP:Iteration 37Q (199882.060000 sec): 3 clusters
  Score: Raw -584961.076946 + Penalty 2889.875346 = -582071.201601
  nChanged 28
		SP:Iteration 38Q (199882.270000 sec): 3 clusters
  Score: Raw -584966.187790 + Penalty 2889.875346 = -582076.312445
  nChanged 26
		SP:Iteration 39Q (199882.440000 sec): 3 clusters
  Score: Raw -584972.063146 + Penalty 2889.875346 = -582082.187800
  nChanged 25
		SP:Iteration 40F (199882.640000 sec): 3 clusters
  Score: Raw -584979.899272 + Penalty 2889.875346 = -582090.023927
  nChanged 24
		SP:Iteration 41Q (199882.810000 sec): 3 clusters
  Score: Raw -584986.139604 + Penalty 2889.875346 = -582096.264259
  nChanged 21
		SP:Iteration 42Q (199883.030000 sec): 3 clusters
  Score: Raw -584991.737279 + Penalty 2889.875346 = -582101.861933
  nChanged 26
		SP:Iteration 43Q (199883.250000 sec): 3 clusters
  Score: Raw -584997.391842 + Penalty 2889.875346 = -582107.516496
  nChanged 30
		SP:Iteration 44Q (199883.450000 sec): 3 clusters
  Score: Raw -585003.924608 + Penalty 2889.875346 = -582114.049262
  nChanged 23
		SP:Iteration 45Q (199883.680000 sec): 3 clusters
  Score: Raw -585009.300611 + Penalty 2889.875346 = -582119.425266
  nChanged 23
		SP:Iteration 46Q (199883.910000 sec): 3 clusters
  Score: Raw -585014.581592 + Penalty 2889.875346 = -582124.706247
  nChanged 29
		SP:Iteration 47Q (199884.070000 sec): 3 clusters
  Score: Raw -585019.770299 + Penalty 2889.875346 = -582129.894954
  nChanged 22
		SP:Iteration 48Q (199884.300000 sec): 3 clusters
  Score: Raw -585024.971530 + Penalty 2889.875346 = -582135.096185
  nChanged 23
		SP:Iteration 49Q (199884.470000 sec): 3 clusters
  Score: Raw -585031.111281 + Penalty 2889.875346 = -582141.235936
  nChanged 21
		SP:Iteration 50Q (199884.650000 sec): 3 clusters
  Score: Raw -585039.211653 + Penalty 2889.875346 = -582149.336308
  nChanged 23
		SP:Iteration 51Q (199884.850000 sec): 3 clusters
  Score: Raw -585044.307237 + Penalty 2889.875346 = -582154.431891
  nChanged 13
		SP:Iteration 52Q (199885.080000 sec): 3 clusters
  Score: Raw -585046.690947 + Penalty 2889.875346 = -582156.815601
  nChanged 6
		SP:Iteration 53Q (199885.270000 sec): 3 clusters
  Score: Raw -585048.100405 + Penalty 2889.875346 = -582158.225059
  nChanged 13
		SP:Iteration 54Q (199885.450000 sec): 3 clusters
  Score: Raw -585050.465622 + Penalty 2889.875346 = -582160.590276
  nChanged 12
		SP:Iteration 55Q (199885.650000 sec): 3 clusters
  Score: Raw -585052.719790 + Penalty 2889.875346 = -582162.844444
  nChanged 11
		SP:Iteration 56Q (199885.890000 sec): 3 clusters
  Score: Raw -585054.929687 + Penalty 2889.875346 = -582165.054342
  nChanged 10
		SP:Iteration 57Q (199886.090000 sec): 3 clusters
  Score: Raw -585056.204203 + Penalty 2889.875346 = -582166.328858
  nChanged 9
		SP:Iteration 58Q (199886.310000 sec): 3 clusters
  Score: Raw -585057.513706 + Penalty 2889.875346 = -582167.638361
  nChanged 7
		SP:Iteration 59Q (199886.550000 sec): 3 clusters
  Score: Raw -585058.735211 + Penalty 2889.875346 = -582168.859865
  nChanged 5
		SP:Iteration 60F (199886.750000 sec): 3 clusters
  Score: Raw -585059.642327 + Penalty 2889.875346 = -582169.766982
  nChanged 5
		SP:Iteration 61Q (199886.980000 sec): 3 clusters
  Score: Raw -585060.826373 + Penalty 2889.875346 = -582170.951028
  nChanged 2
		SP:Iteration 62Q (199887.210000 sec): 3 clusters
  Score: Raw -585061.228686 + Penalty 2889.875346 = -582171.353341
  nChanged 3
		SP:Iteration 63Q (199887.390000 sec): 3 clusters
  Score: Raw -585061.874477 + Penalty 2889.875346 = -582171.999131
  nChanged 1
		SP:Iteration 64Q (199887.600000 sec): 3 clusters
  Score: Raw -585061.956232 + Penalty 2889.875346 = -582172.080887
  nChanged 1
		SP:Iteration 65Q (199887.830000 sec): 3 clusters
  Score: Raw -585062.029362 + Penalty 2889.875346 = -582172.154016
  nChanged 0
		SP:Iteration 66F (199888.080000 sec): 3 clusters
  Score: Raw -585062.029362 + Penalty 2889.875346 = -582172.154016
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 25 (2237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199888.180000 sec): 2 clusters
  Score: Raw -150955.282576 + Penalty 1253.344781 = -149701.937795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199888.370000 sec): 3 clusters
  Score: Raw -150006.123991 + Penalty 2506.689562 = -147499.434429
  nChanged 810
		SP:Iteration 1F (199888.590000 sec): 3 clusters
  Score: Raw -150645.177881 + Penalty 2506.689562 = -148138.488319
  nChanged 209
		SP:Iteration 2F (199888.740000 sec): 3 clusters
  Score: Raw -150883.673243 + Penalty 2506.689562 = -148376.983680
  nChanged 170
		SP:Iteration 3F (199888.970000 sec): 3 clusters
  Score: Raw -151063.259806 + Penalty 2506.689562 = -148556.570244
  nChanged 115
		SP:Iteration 4F (199889.180000 sec): 3 clusters
  Score: Raw -151189.908041 + Penalty 2506.689562 = -148683.218478
  nChanged 105
		SP:Iteration 5Q (199889.390000 sec): 3 clusters
  Score: Raw -151294.189950 + Penalty 2506.689562 = -148787.500388
  nChanged 75
		SP:Iteration 6Q (199889.600000 sec): 3 clusters
  Score: Raw -151359.568009 + Penalty 2506.689562 = -148852.878446
  nChanged 71
		SP:Iteration 7Q (199889.880000 sec): 3 clusters
  Score: Raw -151418.285162 + Penalty 2506.689562 = -148911.595600
  nChanged 52
		SP:Iteration 8Q (199890.040000 sec): 3 clusters
  Score: Raw -151465.935000 + Penalty 2506.689562 = -148959.245438
  nChanged 51
		SP:Iteration 9Q (199890.290000 sec): 3 clusters
  Score: Raw -151507.430872 + Penalty 2506.689562 = -149000.741309
  nChanged 46
		SP:Iteration 10Q (199890.500000 sec): 3 clusters
  Score: Raw -151538.889224 + Penalty 2506.689562 = -149032.199662
  nChanged 38
		SP:Iteration 11Q (199890.730000 sec): 3 clusters
  Score: Raw -151567.949660 + Penalty 2506.689562 = -149061.260097
  nChanged 36
		SP:Iteration 12Q (199890.920000 sec): 3 clusters
  Score: Raw -151590.680643 + Penalty 2506.689562 = -149083.991080
  nChanged 26
		SP:Iteration 13Q (199891.140000 sec): 3 clusters
  Score: Raw -151602.671379 + Penalty 2506.689562 = -149095.981817
  nChanged 23
		SP:Iteration 14Q (199891.350000 sec): 3 clusters
  Score: Raw -151618.825963 + Penalty 2506.689562 = -149112.136401
  nChanged 23
		SP:Iteration 15Q (199891.540000 sec): 3 clusters
  Score: Raw -151632.256835 + Penalty 2506.689562 = -149125.567272
  nChanged 17
		SP:Iteration 16Q (199891.790000 sec): 3 clusters
  Score: Raw -151643.649733 + Penalty 2506.689562 = -149136.960171
  nChanged 17
		SP:Iteration 17Q (199891.980000 sec): 3 clusters
  Score: Raw -151651.370236 + Penalty 2506.689562 = -149144.680674
  nChanged 15
		SP:Iteration 18Q (199892.160000 sec): 3 clusters
  Score: Raw -151662.598156 + Penalty 2506.689562 = -149155.908593
  nChanged 16
		SP:Iteration 19Q (199892.350000 sec): 3 clusters
  Score: Raw -151673.525486 + Penalty 2506.689562 = -149166.835923
  nChanged 12
		SP:Iteration 20F (199892.530000 sec): 3 clusters
  Score: Raw -151683.131324 + Penalty 2506.689562 = -149176.441762
  nChanged 8
		SP:Iteration 21Q (199892.720000 sec): 3 clusters
  Score: Raw -151687.841533 + Penalty 2506.689562 = -149181.151970
  nChanged 10
		SP:Iteration 22Q (199892.960000 sec): 3 clusters
  Score: Raw -151691.931652 + Penalty 2506.689562 = -149185.242090
  nChanged 7
		SP:Iteration 23Q (199893.140000 sec): 3 clusters
  Score: Raw -151695.404383 + Penalty 2506.689562 = -149188.714821
  nChanged 2
		SP:Iteration 24Q (199893.300000 sec): 3 clusters
  Score: Raw -151695.711508 + Penalty 2506.689562 = -149189.021945
  nChanged 0
		SP:Iteration 25F (199893.500000 sec): 3 clusters
  Score: Raw -151695.711508 + Penalty 2506.689562 = -149189.021945
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 26 (3016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199893.670000 sec): 2 clusters
  Score: Raw -254669.346025 + Penalty 1301.899093 = -253367.446932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199893.840000 sec): 3 clusters
  Score: Raw -253264.223448 + Penalty 2603.798187 = -250660.425261
  nChanged 1150
		SP:Iteration 1F (199894.030000 sec): 3 clusters
  Score: Raw -253939.359138 + Penalty 2603.798187 = -251335.560951
  nChanged 227
		SP:Iteration 2F (199894.270000 sec): 3 clusters
  Score: Raw -254072.063839 + Penalty 2603.798187 = -251468.265652
  nChanged 132
		SP:Iteration 3Q (199894.460000 sec): 3 clusters
  Score: Raw -254148.475583 + Penalty 2603.798187 = -251544.677396
  nChanged 110
		SP:Iteration 4Q (199894.650000 sec): 3 clusters
  Score: Raw -254199.680253 + Penalty 2603.798187 = -251595.882067
  nChanged 76
		SP:Iteration 5Q (199894.870000 sec): 3 clusters
  Score: Raw -254233.838474 + Penalty 2603.798187 = -251630.040287
  nChanged 54
		SP:Iteration 6Q (199895.020000 sec): 3 clusters
  Score: Raw -254257.917450 + Penalty 2603.798187 = -251654.119263
  nChanged 46
		SP:Iteration 7Q (199895.270000 sec): 3 clusters
  Score: Raw -254274.475876 + Penalty 2603.798187 = -251670.677689
  nChanged 23
		SP:Iteration 8Q (199895.470000 sec): 3 clusters
  Score: Raw -254281.337723 + Penalty 2603.798187 = -251677.539536
  nChanged 14
		SP:Iteration 9Q (199895.630000 sec): 3 clusters
  Score: Raw -254285.407085 + Penalty 2603.798187 = -251681.608898
  nChanged 16
		SP:Iteration 10Q (199895.880000 sec): 3 clusters
  Score: Raw -254290.106495 + Penalty 2603.798187 = -251686.308309
  nChanged 14
		SP:Iteration 11Q (199896.060000 sec): 3 clusters
  Score: Raw -254293.187769 + Penalty 2603.798187 = -251689.389582
  nChanged 8
		SP:Iteration 12Q (199896.360000 sec): 3 clusters
  Score: Raw -254295.910893 + Penalty 2603.798187 = -251692.112706
  nChanged 8
		SP:Iteration 13Q (199896.540000 sec): 3 clusters
  Score: Raw -254298.800842 + Penalty 2603.798187 = -251695.002655
  nChanged 7
		SP:Iteration 14Q (199896.740000 sec): 3 clusters
  Score: Raw -254300.862476 + Penalty 2603.798187 = -251697.064289
  nChanged 6
		SP:Iteration 15Q (199896.980000 sec): 3 clusters
  Score: Raw -254302.620924 + Penalty 2603.798187 = -251698.822737
  nChanged 6
		SP:Iteration 16Q (199897.200000 sec): 3 clusters
  Score: Raw -254303.805008 + Penalty 2603.798187 = -251700.006821
  nChanged 7
		SP:Iteration 17Q (199897.390000 sec): 3 clusters
  Score: Raw -254305.924225 + Penalty 2603.798187 = -251702.126038
  nChanged 5
		SP:Iteration 18Q (199897.610000 sec): 3 clusters
  Score: Raw -254307.702378 + Penalty 2603.798187 = -251703.904191
  nChanged 7
		SP:Iteration 19Q (199897.860000 sec): 3 clusters
  Score: Raw -254311.480055 + Penalty 2603.798187 = -251707.681868
  nChanged 12
		SP:Iteration 20F (199898.040000 sec): 3 clusters
  Score: Raw -254318.464002 + Penalty 2603.798187 = -251714.665815
  nChanged 17
		SP:Iteration 21Q (199898.240000 sec): 3 clusters
  Score: Raw -254323.695760 + Penalty 2603.798187 = -251719.897573
  nChanged 13
		SP:Iteration 22Q (199898.420000 sec): 3 clusters
  Score: Raw -254326.884512 + Penalty 2603.798187 = -251723.086325
  nChanged 4
		SP:Iteration 23Q (199898.600000 sec): 3 clusters
  Score: Raw -254328.431317 + Penalty 2603.798187 = -251724.633130
  nChanged 4
		SP:Iteration 24Q (199898.780000 sec): 3 clusters
  Score: Raw -254329.845578 + Penalty 2603.798187 = -251726.047391
  nChanged 4
		SP:Iteration 25Q (199898.980000 sec): 3 clusters
  Score: Raw -254331.473581 + Penalty 2603.798187 = -251727.675394
  nChanged 7
		SP:Iteration 26Q (199899.230000 sec): 3 clusters
  Score: Raw -254333.398890 + Penalty 2603.798187 = -251729.600703
  nChanged 5
		SP:Iteration 27Q (199899.380000 sec): 3 clusters
  Score: Raw -254335.089882 + Penalty 2603.798187 = -251731.291695
  nChanged 8
		SP:Iteration 28Q (199899.570000 sec): 3 clusters
  Score: Raw -254338.044254 + Penalty 2603.798187 = -251734.246067
  nChanged 11
		SP:Iteration 29Q (199899.730000 sec): 3 clusters
  Score: Raw -254341.663482 + Penalty 2603.798187 = -251737.865295
  nChanged 12
		SP:Iteration 30Q (199899.950000 sec): 3 clusters
  Score: Raw -254345.532371 + Penalty 2603.798187 = -251741.734184
  nChanged 12
		SP:Iteration 31Q (199900.160000 sec): 3 clusters
  Score: Raw -254349.319047 + Penalty 2603.798187 = -251745.520860
  nChanged 9
		SP:Iteration 32Q (199900.370000 sec): 3 clusters
  Score: Raw -254352.966061 + Penalty 2603.798187 = -251749.167874
  nChanged 11
		SP:Iteration 33Q (199900.550000 sec): 3 clusters
  Score: Raw -254356.427318 + Penalty 2603.798187 = -251752.629131
  nChanged 5
		SP:Iteration 34Q (199900.750000 sec): 3 clusters
  Score: Raw -254358.493357 + Penalty 2603.798187 = -251754.695170
  nChanged 6
		SP:Iteration 35Q (199900.970000 sec): 3 clusters
  Score: Raw -254359.592222 + Penalty 2603.798187 = -251755.794035
  nChanged 6
		SP:Iteration 36Q (199901.160000 sec): 3 clusters
  Score: Raw -254361.081971 + Penalty 2603.798187 = -251757.283784
  nChanged 2
		SP:Iteration 37Q (199901.330000 sec): 3 clusters
  Score: Raw -254361.669523 + Penalty 2603.798187 = -251757.871336
  nChanged 2
		SP:Iteration 38Q (199901.510000 sec): 3 clusters
  Score: Raw -254361.858347 + Penalty 2603.798187 = -251758.060160
  nChanged 0
		SP:Iteration 39F (199901.720000 sec): 3 clusters
  Score: Raw -254361.858347 + Penalty 2603.798187 = -251758.060160
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 27 (25999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199901.950000 sec): 2 clusters
  Score: Raw -2260883.816385 + Penalty 1651.944670 = -2259231.871715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199902.320000 sec): 3 clusters
  Score: Raw -2245012.246428 + Penalty 3303.889340 = -2241708.357088
  nChanged 11892
		SP:Iteration 1F (199902.610000 sec): 3 clusters
  Score: Raw -2251579.993494 + Penalty 3303.889340 = -2248276.104153
  nChanged 1264
		SP:Iteration 2Q (199902.980000 sec): 3 clusters
  Score: Raw -2252046.577418 + Penalty 3303.889340 = -2248742.688078
  nChanged 1222
		SP:Iteration 3Q (199903.290000 sec): 3 clusters
  Score: Raw -2252539.732435 + Penalty 3303.889340 = -2249235.843095
  nChanged 1267
		SP:Iteration 4Q (199903.590000 sec): 3 clusters
  Score: Raw -2253137.499829 + Penalty 3303.889340 = -2249833.610489
  nChanged 1323
		SP:Iteration 5F (199903.920000 sec): 3 clusters
  Score: Raw -2253880.248015 + Penalty 3303.889340 = -2250576.358675
  nChanged 1544
		SP:Iteration 6F (199904.200000 sec): 3 clusters
  Score: Raw -2254753.019032 + Penalty 3303.889340 = -2251449.129692
  nChanged 1520
		SP:Iteration 7F (199904.540000 sec): 3 clusters
  Score: Raw -2255588.412419 + Penalty 3303.889340 = -2252284.523079
  nChanged 1339
		SP:Iteration 8F (199904.820000 sec): 3 clusters
  Score: Raw -2256303.669113 + Penalty 3303.889340 = -2252999.779772
  nChanged 1235
		SP:Iteration 9Q (199905.180000 sec): 3 clusters
  Score: Raw -2256990.533699 + Penalty 3303.889340 = -2253686.644359
  nChanged 1109
		SP:Iteration 10Q (199905.520000 sec): 3 clusters
  Score: Raw -2257619.886522 + Penalty 3303.889340 = -2254315.997181
  nChanged 1049
		SP:Iteration 11Q (199905.800000 sec): 3 clusters
  Score: Raw -2258161.251804 + Penalty 3303.889340 = -2254857.362464
  nChanged 909
		SP:Iteration 12Q (199906.080000 sec): 3 clusters
  Score: Raw -2258604.915858 + Penalty 3303.889340 = -2255301.026517
  nChanged 814
		SP:Iteration 13Q (199906.480000 sec): 3 clusters
  Score: Raw -2258920.819920 + Penalty 3303.889340 = -2255616.930580
  nChanged 647
		SP:Iteration 14Q (199906.830000 sec): 3 clusters
  Score: Raw -2259143.335720 + Penalty 3303.889340 = -2255839.446379
  nChanged 605
		SP:Iteration 15Q (199907.200000 sec): 3 clusters
  Score: Raw -2259345.361244 + Penalty 3303.889340 = -2256041.471904
  nChanged 554
		SP:Iteration 16Q (199907.490000 sec): 3 clusters
  Score: Raw -2259519.317887 + Penalty 3303.889340 = -2256215.428547
  nChanged 561
		SP:Iteration 17Q (199907.820000 sec): 3 clusters
  Score: Raw -2259694.825464 + Penalty 3303.889340 = -2256390.936124
  nChanged 548
		SP:Iteration 18Q (199908.130000 sec): 3 clusters
  Score: Raw -2259857.693853 + Penalty 3303.889340 = -2256553.804513
  nChanged 523
		SP:Iteration 19Q (199908.470000 sec): 3 clusters
  Score: Raw -2260016.330944 + Penalty 3303.889340 = -2256712.441603
  nChanged 550
		SP:Iteration 20F (199908.750000 sec): 3 clusters
  Score: Raw -2260187.360512 + Penalty 3303.889340 = -2256883.471172
  nChanged 541
		SP:Iteration 21Q (199909.050000 sec): 3 clusters
  Score: Raw -2260346.243647 + Penalty 3303.889340 = -2257042.354307
  nChanged 486
		SP:Iteration 22Q (199909.350000 sec): 3 clusters
  Score: Raw -2260480.567539 + Penalty 3303.889340 = -2257176.678198
  nChanged 454
		SP:Iteration 23Q (199909.630000 sec): 3 clusters
  Score: Raw -2260600.868648 + Penalty 3303.889340 = -2257296.979308
  nChanged 390
		SP:Iteration 24Q (199909.950000 sec): 3 clusters
  Score: Raw -2260704.616037 + Penalty 3303.889340 = -2257400.726697
  nChanged 368
		SP:Iteration 25Q (199910.200000 sec): 3 clusters
  Score: Raw -2260802.460423 + Penalty 3303.889340 = -2257498.571082
  nChanged 342
		SP:Iteration 26Q (199910.460000 sec): 3 clusters
  Score: Raw -2260887.109977 + Penalty 3303.889340 = -2257583.220637
  nChanged 295
		SP:Iteration 27Q (199910.800000 sec): 3 clusters
  Score: Raw -2260961.922878 + Penalty 3303.889340 = -2257658.033537
  nChanged 273
		SP:Iteration 28Q (199911.090000 sec): 3 clusters
  Score: Raw -2261030.787483 + Penalty 3303.889340 = -2257726.898143
  nChanged 254
		SP:Iteration 29Q (199911.350000 sec): 3 clusters
  Score: Raw -2261099.095401 + Penalty 3303.889340 = -2257795.206060
  nChanged 229
		SP:Iteration 30Q (199911.620000 sec): 3 clusters
  Score: Raw -2261166.745386 + Penalty 3303.889340 = -2257862.856045
  nChanged 255
		SP:Iteration 31Q (199911.880000 sec): 3 clusters
  Score: Raw -2261248.631163 + Penalty 3303.889340 = -2257944.741823
  nChanged 221
		SP:Iteration 32Q (199912.170000 sec): 3 clusters
  Score: Raw -2261323.755627 + Penalty 3303.889340 = -2258019.866287
  nChanged 183
		SP:Iteration 33Q (199912.410000 sec): 3 clusters
  Score: Raw -2261380.526892 + Penalty 3303.889340 = -2258076.637551
  nChanged 159
		SP:Iteration 34Q (199912.720000 sec): 3 clusters
  Score: Raw -2261426.009996 + Penalty 3303.889340 = -2258122.120656
  nChanged 131
		SP:Iteration 35Q (199913.020000 sec): 3 clusters
  Score: Raw -2261459.658848 + Penalty 3303.889340 = -2258155.769508
  nChanged 109
		SP:Iteration 36Q (199913.290000 sec): 3 clusters
  Score: Raw -2261487.957054 + Penalty 3303.889340 = -2258184.067714
  nChanged 105
		SP:Iteration 37Q (199913.600000 sec): 3 clusters
  Score: Raw -2261511.136785 + Penalty 3303.889340 = -2258207.247444
  nChanged 91
		SP:Iteration 38Q (199913.880000 sec): 3 clusters
  Score: Raw -2261530.530338 + Penalty 3303.889340 = -2258226.640998
  nChanged 96
		SP:Iteration 39Q (199914.180000 sec): 3 clusters
  Score: Raw -2261550.334403 + Penalty 3303.889340 = -2258246.445063
  nChanged 79
		SP:Iteration 40F (199914.480000 sec): 3 clusters
  Score: Raw -2261567.391543 + Penalty 3303.889340 = -2258263.502203
  nChanged 77
		SP:Iteration 41Q (199914.780000 sec): 3 clusters
  Score: Raw -2261582.935417 + Penalty 3303.889340 = -2258279.046077
  nChanged 62
		SP:Iteration 42Q (199915.060000 sec): 3 clusters
  Score: Raw -2261594.815423 + Penalty 3303.889340 = -2258290.926083
  nChanged 58
		SP:Iteration 43Q (199915.360000 sec): 3 clusters
  Score: Raw -2261605.888244 + Penalty 3303.889340 = -2258301.998903
  nChanged 54
		SP:Iteration 44Q (199915.690000 sec): 3 clusters
  Score: Raw -2261616.975990 + Penalty 3303.889340 = -2258313.086650
  nChanged 53
		SP:Iteration 45Q (199916.010000 sec): 3 clusters
  Score: Raw -2261627.113681 + Penalty 3303.889340 = -2258323.224341
  nChanged 52
		SP:Iteration 46Q (199916.280000 sec): 3 clusters
  Score: Raw -2261636.464918 + Penalty 3303.889340 = -2258332.575578
  nChanged 51
		SP:Iteration 47Q (199916.560000 sec): 3 clusters
  Score: Raw -2261644.626461 + Penalty 3303.889340 = -2258340.737121
  nChanged 37
		SP:Iteration 48Q (199916.830000 sec): 3 clusters
  Score: Raw -2261650.229747 + Penalty 3303.889340 = -2258346.340407
  nChanged 30
		SP:Iteration 49Q (199917.160000 sec): 3 clusters
  Score: Raw -2261654.900511 + Penalty 3303.889340 = -2258351.011171
  nChanged 29
		SP:Iteration 50Q (199917.470000 sec): 3 clusters
  Score: Raw -2261659.755317 + Penalty 3303.889340 = -2258355.865977
  nChanged 25
		SP:Iteration 51Q (199917.750000 sec): 3 clusters
  Score: Raw -2261663.473061 + Penalty 3303.889340 = -2258359.583721
  nChanged 21
		SP:Iteration 52Q (199918.060000 sec): 3 clusters
  Score: Raw -2261667.033287 + Penalty 3303.889340 = -2258363.143946
  nChanged 18
		SP:Iteration 53Q (199918.360000 sec): 3 clusters
  Score: Raw -2261669.251470 + Penalty 3303.889340 = -2258365.362130
  nChanged 15
		SP:Iteration 54Q (199918.660000 sec): 3 clusters
  Score: Raw -2261671.703402 + Penalty 3303.889340 = -2258367.814062
  nChanged 17
		SP:Iteration 55Q (199918.990000 sec): 3 clusters
  Score: Raw -2261674.872821 + Penalty 3303.889340 = -2258370.983480
  nChanged 23
		SP:Iteration 56Q (199919.300000 sec): 3 clusters
  Score: Raw -2261677.891797 + Penalty 3303.889340 = -2258374.002457
  nChanged 13
		SP:Iteration 57Q (199919.620000 sec): 3 clusters
  Score: Raw -2261679.525345 + Penalty 3303.889340 = -2258375.636005
  nChanged 11
		SP:Iteration 58Q (199919.880000 sec): 3 clusters
  Score: Raw -2261680.725923 + Penalty 3303.889340 = -2258376.836583
  nChanged 11
		SP:Iteration 59Q (199920.170000 sec): 3 clusters
  Score: Raw -2261682.814672 + Penalty 3303.889340 = -2258378.925332
  nChanged 15
		SP:Iteration 60F (199920.440000 sec): 3 clusters
  Score: Raw -2261685.224380 + Penalty 3303.889340 = -2258381.335040
  nChanged 15
		SP:Iteration 61Q (199920.750000 sec): 3 clusters
  Score: Raw -2261687.308173 + Penalty 3303.889340 = -2258383.418833
  nChanged 7
		SP:Iteration 62Q (199921.000000 sec): 3 clusters
  Score: Raw -2261688.401597 + Penalty 3303.889340 = -2258384.512257
  nChanged 9
		SP:Iteration 63Q (199921.280000 sec): 3 clusters
  Score: Raw -2261689.672112 + Penalty 3303.889340 = -2258385.782772
  nChanged 5
		SP:Iteration 64Q (199921.540000 sec): 3 clusters
  Score: Raw -2261690.153655 + Penalty 3303.889340 = -2258386.264315
  nChanged 8
		SP:Iteration 65Q (199921.840000 sec): 3 clusters
  Score: Raw -2261690.986903 + Penalty 3303.889340 = -2258387.097563
  nChanged 7
		SP:Iteration 66Q (199922.100000 sec): 3 clusters
  Score: Raw -2261691.998502 + Penalty 3303.889340 = -2258388.109161
  nChanged 10
		SP:Iteration 67Q (199922.330000 sec): 3 clusters
  Score: Raw -2261693.579245 + Penalty 3303.889340 = -2258389.689905
  nChanged 12
		SP:Iteration 68Q (199922.650000 sec): 3 clusters
  Score: Raw -2261695.234718 + Penalty 3303.889340 = -2258391.345378
  nChanged 12
		SP:Iteration 69Q (199922.900000 sec): 3 clusters
  Score: Raw -2261696.892955 + Penalty 3303.889340 = -2258393.003615
  nChanged 11
		SP:Iteration 70Q (199923.230000 sec): 3 clusters
  Score: Raw -2261698.473757 + Penalty 3303.889340 = -2258394.584417
  nChanged 7
		SP:Iteration 71Q (199923.570000 sec): 3 clusters
  Score: Raw -2261699.721880 + Penalty 3303.889340 = -2258395.832540
  nChanged 10
		SP:Iteration 72Q (199923.860000 sec): 3 clusters
  Score: Raw -2261701.767515 + Penalty 3303.889340 = -2258397.878175
  nChanged 15
		SP:Iteration 73Q (199924.120000 sec): 3 clusters
  Score: Raw -2261703.552386 + Penalty 3303.889340 = -2258399.663046
  nChanged 6
		SP:Iteration 74Q (199924.450000 sec): 3 clusters
  Score: Raw -2261704.596615 + Penalty 3303.889340 = -2258400.707274
  nChanged 6
		SP:Iteration 75Q (199924.800000 sec): 3 clusters
  Score: Raw -2261705.519036 + Penalty 3303.889340 = -2258401.629695
  nChanged 3
		SP:Iteration 76Q (199925.050000 sec): 3 clusters
  Score: Raw -2261705.956770 + Penalty 3303.889340 = -2258402.067430
  nChanged 4
		SP:Iteration 77Q (199925.340000 sec): 3 clusters
  Score: Raw -2261706.436365 + Penalty 3303.889340 = -2258402.547024
  nChanged 1
		SP:Iteration 78Q (199925.580000 sec): 3 clusters
  Score: Raw -2261706.523578 + Penalty 3303.889340 = -2258402.634238
  nChanged 0
		SP:Iteration 79F (199925.880000 sec): 3 clusters
  Score: Raw -2261706.523578 + Penalty 3303.889340 = -2258402.634238
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 28 (30919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199926.140000 sec): 2 clusters
  Score: Raw -2548049.345305 + Penalty 1680.108001 = -2546369.237304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199926.450000 sec): 3 clusters
  Score: Raw -2529041.868176 + Penalty 3360.216002 = -2525681.652173
  nChanged 14242
		SP:Iteration 1F (199926.780000 sec): 3 clusters
  Score: Raw -2537668.539450 + Penalty 3360.216002 = -2534308.323447
  nChanged 1969
		SP:Iteration 2F (199927.090000 sec): 3 clusters
  Score: Raw -2538769.382419 + Penalty 3360.216002 = -2535409.166417
  nChanged 2133
		SP:Iteration 3F (199927.420000 sec): 3 clusters
  Score: Raw -2540133.379555 + Penalty 3360.216002 = -2536773.163552
  nChanged 2116
		SP:Iteration 4F (199927.760000 sec): 3 clusters
  Score: Raw -2541530.537273 + Penalty 3360.216002 = -2538170.321271
  nChanged 1925
		SP:Iteration 5F (199928.060000 sec): 3 clusters
  Score: Raw -2542783.076198 + Penalty 3360.216002 = -2539422.860196
  nChanged 1713
		SP:Iteration 6F (199928.350000 sec): 3 clusters
  Score: Raw -2543842.760686 + Penalty 3360.216002 = -2540482.544684
  nChanged 1440
		SP:Iteration 7Q (199928.720000 sec): 3 clusters
  Score: Raw -2544686.581796 + Penalty 3360.216002 = -2541326.365793
  nChanged 1236
		SP:Iteration 8Q (199929.030000 sec): 3 clusters
  Score: Raw -2545268.075115 + Penalty 3360.216002 = -2541907.859113
  nChanged 902
		SP:Iteration 9Q (199929.420000 sec): 3 clusters
  Score: Raw -2545611.583756 + Penalty 3360.216002 = -2542251.367754
  nChanged 683
		SP:Iteration 10Q (199929.800000 sec): 3 clusters
  Score: Raw -2545816.229547 + Penalty 3360.216002 = -2542456.013545
  nChanged 494
		SP:Iteration 11Q (199930.130000 sec): 3 clusters
  Score: Raw -2545950.219366 + Penalty 3360.216002 = -2542590.003364
  nChanged 431
		SP:Iteration 12Q (199930.490000 sec): 3 clusters
  Score: Raw -2546056.991657 + Penalty 3360.216002 = -2542696.775654
  nChanged 364
		SP:Iteration 13Q (199930.830000 sec): 3 clusters
  Score: Raw -2546137.072221 + Penalty 3360.216002 = -2542776.856219
  nChanged 287
		SP:Iteration 14Q (199931.190000 sec): 3 clusters
  Score: Raw -2546192.520517 + Penalty 3360.216002 = -2542832.304514
  nChanged 251
		SP:Iteration 15Q (199931.570000 sec): 3 clusters
  Score: Raw -2546237.112580 + Penalty 3360.216002 = -2542876.896578
  nChanged 196
		SP:Iteration 16Q (199931.900000 sec): 3 clusters
  Score: Raw -2546266.904001 + Penalty 3360.216002 = -2542906.687999
  nChanged 175
		SP:Iteration 17Q (199932.300000 sec): 3 clusters
  Score: Raw -2546291.884467 + Penalty 3360.216002 = -2542931.668465
  nChanged 161
		SP:Iteration 18Q (199932.660000 sec): 3 clusters
  Score: Raw -2546315.586177 + Penalty 3360.216002 = -2542955.370175
  nChanged 154
		SP:Iteration 19Q (199932.940000 sec): 3 clusters
  Score: Raw -2546334.993719 + Penalty 3360.216002 = -2542974.777716
  nChanged 133
		SP:Iteration 20F (199933.320000 sec): 3 clusters
  Score: Raw -2546351.489918 + Penalty 3360.216002 = -2542991.273916
  nChanged 132
		SP:Iteration 21Q (199933.660000 sec): 3 clusters
  Score: Raw -2546367.952458 + Penalty 3360.216002 = -2543007.736456
  nChanged 123
		SP:Iteration 22Q (199934.000000 sec): 3 clusters
  Score: Raw -2546380.895188 + Penalty 3360.216002 = -2543020.679185
  nChanged 101
		SP:Iteration 23Q (199934.310000 sec): 3 clusters
  Score: Raw -2546390.745310 + Penalty 3360.216002 = -2543030.529308
  nChanged 93
		SP:Iteration 24Q (199934.660000 sec): 3 clusters
  Score: Raw -2546399.083074 + Penalty 3360.216002 = -2543038.867072
  nChanged 77
		SP:Iteration 25Q (199934.930000 sec): 3 clusters
  Score: Raw -2546406.849266 + Penalty 3360.216002 = -2543046.633264
  nChanged 107
		SP:Iteration 26Q (199935.280000 sec): 3 clusters
  Score: Raw -2546418.741623 + Penalty 3360.216002 = -2543058.525620
  nChanged 105
		SP:Iteration 27Q (199935.610000 sec): 3 clusters
  Score: Raw -2546429.026071 + Penalty 3360.216002 = -2543068.810069
  nChanged 90
		SP:Iteration 28Q (199935.930000 sec): 3 clusters
  Score: Raw -2546436.647993 + Penalty 3360.216002 = -2543076.431991
  nChanged 80
		SP:Iteration 29Q (199936.310000 sec): 3 clusters
  Score: Raw -2546442.930752 + Penalty 3360.216002 = -2543082.714750
  nChanged 66
		SP:Iteration 30Q (199936.630000 sec): 3 clusters
  Score: Raw -2546446.677142 + Penalty 3360.216002 = -2543086.461140
  nChanged 40
		SP:Iteration 31Q (199936.950000 sec): 3 clusters
  Score: Raw -2546448.687248 + Penalty 3360.216002 = -2543088.471245
  nChanged 44
		SP:Iteration 32Q (199937.240000 sec): 3 clusters
  Score: Raw -2546451.877392 + Penalty 3360.216002 = -2543091.661390
  nChanged 46
		SP:Iteration 33Q (199937.550000 sec): 3 clusters
  Score: Raw -2546455.617226 + Penalty 3360.216002 = -2543095.401224
  nChanged 57
		SP:Iteration 34Q (199937.890000 sec): 3 clusters
  Score: Raw -2546460.018231 + Penalty 3360.216002 = -2543099.802228
  nChanged 52
		SP:Iteration 35Q (199938.220000 sec): 3 clusters
  Score: Raw -2546465.750839 + Penalty 3360.216002 = -2543105.534837
  nChanged 75
		SP:Iteration 36Q (199938.590000 sec): 3 clusters
  Score: Raw -2546474.758775 + Penalty 3360.216002 = -2543114.542773
  nChanged 71
		SP:Iteration 37Q (199938.940000 sec): 3 clusters
  Score: Raw -2546481.817827 + Penalty 3360.216002 = -2543121.601825
  nChanged 72
		SP:Iteration 38Q (199939.240000 sec): 3 clusters
  Score: Raw -2546489.779451 + Penalty 3360.216002 = -2543129.563449
  nChanged 73
		SP:Iteration 39Q (199939.580000 sec): 3 clusters
  Score: Raw -2546497.075427 + Penalty 3360.216002 = -2543136.859424
  nChanged 83
		SP:Iteration 40F (199939.900000 sec): 3 clusters
  Score: Raw -2546505.716125 + Penalty 3360.216002 = -2543145.500123
  nChanged 74
		SP:Iteration 41Q (199940.240000 sec): 3 clusters
  Score: Raw -2546514.804071 + Penalty 3360.216002 = -2543154.588069
  nChanged 76
		SP:Iteration 42Q (199940.580000 sec): 3 clusters
  Score: Raw -2546523.388862 + Penalty 3360.216002 = -2543163.172860
  nChanged 72
		SP:Iteration 43Q (199940.890000 sec): 3 clusters
  Score: Raw -2546531.497736 + Penalty 3360.216002 = -2543171.281733
  nChanged 84
		SP:Iteration 44Q (199941.230000 sec): 3 clusters
  Score: Raw -2546539.857625 + Penalty 3360.216002 = -2543179.641623
  nChanged 92
		SP:Iteration 45Q (199941.670000 sec): 3 clusters
  Score: Raw -2546548.939107 + Penalty 3360.216002 = -2543188.723105
  nChanged 87
		SP:Iteration 46Q (199941.950000 sec): 3 clusters
  Score: Raw -2546557.470731 + Penalty 3360.216002 = -2543197.254728
  nChanged 83
		SP:Iteration 47Q (199942.350000 sec): 3 clusters
  Score: Raw -2546565.596310 + Penalty 3360.216002 = -2543205.380308
  nChanged 80
		SP:Iteration 48Q (199942.660000 sec): 3 clusters
  Score: Raw -2546575.175563 + Penalty 3360.216002 = -2543214.959561
  nChanged 76
		SP:Iteration 49Q (199943.030000 sec): 3 clusters
  Score: Raw -2546584.973420 + Penalty 3360.216002 = -2543224.757418
  nChanged 81
		SP:Iteration 50Q (199943.320000 sec): 3 clusters
  Score: Raw -2546594.216375 + Penalty 3360.216002 = -2543234.000373
  nChanged 78
		SP:Iteration 51Q (199943.610000 sec): 3 clusters
  Score: Raw -2546604.055960 + Penalty 3360.216002 = -2543243.839958
  nChanged 92
		SP:Iteration 52Q (199943.920000 sec): 3 clusters
  Score: Raw -2546617.720088 + Penalty 3360.216002 = -2543257.504086
  nChanged 114
		SP:Iteration 53Q (199944.300000 sec): 3 clusters
  Score: Raw -2546640.216652 + Penalty 3360.216002 = -2543280.000650
  nChanged 138
		SP:Iteration 54Q (199944.630000 sec): 3 clusters
  Score: Raw -2546677.568750 + Penalty 3360.216002 = -2543317.352748
  nChanged 145
		SP:Iteration 55Q (199944.960000 sec): 3 clusters
  Score: Raw -2546720.605036 + Penalty 3360.216002 = -2543360.389034
  nChanged 189
		SP:Iteration 56Q (199945.360000 sec): 3 clusters
  Score: Raw -2546783.173095 + Penalty 3360.216002 = -2543422.957093
  nChanged 217
		SP:Iteration 57Q (199945.720000 sec): 3 clusters
  Score: Raw -2546850.463710 + Penalty 3360.216002 = -2543490.247708
  nChanged 241
		SP:Iteration 58Q (199946.030000 sec): 3 clusters
  Score: Raw -2546919.382646 + Penalty 3360.216002 = -2543559.166644
  nChanged 226
		SP:Iteration 59Q (199946.350000 sec): 3 clusters
  Score: Raw -2546974.777727 + Penalty 3360.216002 = -2543614.561725
  nChanged 194
		SP:Iteration 60F (199946.730000 sec): 3 clusters
  Score: Raw -2547015.751805 + Penalty 3360.216002 = -2543655.535803
  nChanged 182
		SP:Iteration 61Q (199947.040000 sec): 3 clusters
  Score: Raw -2547051.102188 + Penalty 3360.216002 = -2543690.886185
  nChanged 163
		SP:Iteration 62Q (199947.380000 sec): 3 clusters
  Score: Raw -2547079.523142 + Penalty 3360.216002 = -2543719.307140
  nChanged 157
		SP:Iteration 63Q (199947.710000 sec): 3 clusters
  Score: Raw -2547106.474551 + Penalty 3360.216002 = -2543746.258549
  nChanged 165
		SP:Iteration 64Q (199948.040000 sec): 3 clusters
  Score: Raw -2547131.462707 + Penalty 3360.216002 = -2543771.246705
  nChanged 157
		SP:Iteration 65Q (199948.320000 sec): 3 clusters
  Score: Raw -2547153.429762 + Penalty 3360.216002 = -2543793.213760
  nChanged 156
		SP:Iteration 66Q (199948.650000 sec): 3 clusters
  Score: Raw -2547175.201674 + Penalty 3360.216002 = -2543814.985671
  nChanged 130
		SP:Iteration 67Q (199948.980000 sec): 3 clusters
  Score: Raw -2547192.194952 + Penalty 3360.216002 = -2543831.978950
  nChanged 132
		SP:Iteration 68Q (199949.290000 sec): 3 clusters
  Score: Raw -2547211.281128 + Penalty 3360.216002 = -2543851.065126
  nChanged 122
		SP:Iteration 69Q (199949.670000 sec): 3 clusters
  Score: Raw -2547226.449680 + Penalty 3360.216002 = -2543866.233678
  nChanged 110
		SP:Iteration 70Q (199949.990000 sec): 3 clusters
  Score: Raw -2547241.076932 + Penalty 3360.216002 = -2543880.860930
  nChanged 117
		SP:Iteration 71Q (199950.300000 sec): 3 clusters
  Score: Raw -2547256.860210 + Penalty 3360.216002 = -2543896.644208
  nChanged 116
		SP:Iteration 72Q (199950.660000 sec): 3 clusters
  Score: Raw -2547272.938628 + Penalty 3360.216002 = -2543912.722626
  nChanged 104
		SP:Iteration 73Q (199950.980000 sec): 3 clusters
  Score: Raw -2547287.014953 + Penalty 3360.216002 = -2543926.798950
  nChanged 103
		SP:Iteration 74Q (199951.240000 sec): 3 clusters
  Score: Raw -2547301.520413 + Penalty 3360.216002 = -2543941.304411
  nChanged 106
		SP:Iteration 75Q (199951.570000 sec): 3 clusters
  Score: Raw -2547318.193110 + Penalty 3360.216002 = -2543957.977107
  nChanged 102
		SP:Iteration 76Q (199951.900000 sec): 3 clusters
  Score: Raw -2547333.338367 + Penalty 3360.216002 = -2543973.122365
  nChanged 106
		SP:Iteration 77Q (199952.170000 sec): 3 clusters
  Score: Raw -2547347.683788 + Penalty 3360.216002 = -2543987.467786
  nChanged 107
		SP:Iteration 78Q (199952.430000 sec): 3 clusters
  Score: Raw -2547364.805752 + Penalty 3360.216002 = -2544004.589750
  nChanged 123
		SP:Iteration 79Q (199952.750000 sec): 3 clusters
  Score: Raw -2547384.894789 + Penalty 3360.216002 = -2544024.678787
  nChanged 120
		SP:Iteration 80F (199953.050000 sec): 3 clusters
  Score: Raw -2547405.021830 + Penalty 3360.216002 = -2544044.805827
  nChanged 121
		SP:Iteration 81Q (199953.350000 sec): 3 clusters
  Score: Raw -2547424.952181 + Penalty 3360.216002 = -2544064.736178
  nChanged 121
		SP:Iteration 82Q (199953.660000 sec): 3 clusters
  Score: Raw -2547447.800465 + Penalty 3360.216002 = -2544087.584463
  nChanged 131
		SP:Iteration 83Q (199953.920000 sec): 3 clusters
  Score: Raw -2547472.786775 + Penalty 3360.216002 = -2544112.570773
  nChanged 129
		SP:Iteration 84Q (199954.270000 sec): 3 clusters
  Score: Raw -2547500.978526 + Penalty 3360.216002 = -2544140.762523
  nChanged 150
		SP:Iteration 85Q (199954.580000 sec): 3 clusters
  Score: Raw -2547532.962135 + Penalty 3360.216002 = -2544172.746133
  nChanged 159
		SP:Iteration 86Q (199954.930000 sec): 3 clusters
  Score: Raw -2547567.302866 + Penalty 3360.216002 = -2544207.086864
  nChanged 152
		SP:Iteration 87Q (199955.180000 sec): 3 clusters
  Score: Raw -2547599.992049 + Penalty 3360.216002 = -2544239.776047
  nChanged 172
		SP:Iteration 88Q (199955.540000 sec): 3 clusters
  Score: Raw -2547636.963870 + Penalty 3360.216002 = -2544276.747868
  nChanged 187
		SP:Iteration 89Q (199955.860000 sec): 3 clusters
  Score: Raw -2547685.999190 + Penalty 3360.216002 = -2544325.783188
  nChanged 227
		SP:Iteration 90Q (199956.160000 sec): 3 clusters
  Score: Raw -2547747.121544 + Penalty 3360.216002 = -2544386.905542
  nChanged 238
		SP:Iteration 91Q (199956.500000 sec): 3 clusters
  Score: Raw -2547816.921562 + Penalty 3360.216002 = -2544456.705560
  nChanged 249
		SP:Iteration 92Q (199956.830000 sec): 3 clusters
  Score: Raw -2547889.950774 + Penalty 3360.216002 = -2544529.734771
  nChanged 253
		SP:Iteration 93Q (199957.110000 sec): 3 clusters
  Score: Raw -2547968.085038 + Penalty 3360.216002 = -2544607.869035
  nChanged 269
		SP:Iteration 94Q (199957.420000 sec): 3 clusters
  Score: Raw -2548069.042824 + Penalty 3360.216002 = -2544708.826822
  nChanged 297
		SP:Iteration 95Q (199957.750000 sec): 3 clusters
  Score: Raw -2548173.057198 + Penalty 3360.216002 = -2544812.841196
  nChanged 288
		SP:Iteration 96Q (199958.070000 sec): 3 clusters
  Score: Raw -2548274.726813 + Penalty 3360.216002 = -2544914.510811
  nChanged 307
		SP:Iteration 97Q (199958.410000 sec): 3 clusters
  Score: Raw -2548398.378792 + Penalty 3360.216002 = -2545038.162790
  nChanged 322
		SP:Iteration 98Q (199958.780000 sec): 3 clusters
  Score: Raw -2548534.883272 + Penalty 3360.216002 = -2545174.667269
  nChanged 327
		SP:Iteration 99Q (199959.060000 sec): 3 clusters
  Score: Raw -2548657.534468 + Penalty 3360.216002 = -2545297.318466
  nChanged 288
		SP:Iteration 100F (199959.290000 sec): 3 clusters
  Score: Raw -2548761.252111 + Penalty 3360.216002 = -2545401.036108
  nChanged 280
		SP:Iteration 101Q (199959.570000 sec): 3 clusters
  Score: Raw -2548860.478042 + Penalty 3360.216002 = -2545500.262039
  nChanged 251
		SP:Iteration 102Q (199959.830000 sec): 3 clusters
  Score: Raw -2548939.109641 + Penalty 3360.216002 = -2545578.893639
  nChanged 203
		SP:Iteration 103Q (199960.150000 sec): 3 clusters
  Score: Raw -2549005.840465 + Penalty 3360.216002 = -2545645.624463
  nChanged 189
		SP:Iteration 104Q (199960.470000 sec): 3 clusters
  Score: Raw -2549064.087133 + Penalty 3360.216002 = -2545703.871130
  nChanged 177
		SP:Iteration 105Q (199960.760000 sec): 3 clusters
  Score: Raw -2549116.980465 + Penalty 3360.216002 = -2545756.764463
  nChanged 137
		SP:Iteration 106Q (199961.110000 sec): 3 clusters
  Score: Raw -2549152.242306 + Penalty 3360.216002 = -2545792.026303
  nChanged 124
		SP:Iteration 107Q (199961.400000 sec): 3 clusters
  Score: Raw -2549181.155940 + Penalty 3360.216002 = -2545820.939937
  nChanged 103
		SP:Iteration 108Q (199961.710000 sec): 3 clusters
  Score: Raw -2549203.957123 + Penalty 3360.216002 = -2545843.741120
  nChanged 94
		SP:Iteration 109Q (199961.960000 sec): 3 clusters
  Score: Raw -2549223.524057 + Penalty 3360.216002 = -2545863.308054
  nChanged 76
		SP:Iteration 110Q (199962.290000 sec): 3 clusters
  Score: Raw -2549238.735546 + Penalty 3360.216002 = -2545878.519544
  nChanged 65
		SP:Iteration 111Q (199962.540000 sec): 3 clusters
  Score: Raw -2549251.209467 + Penalty 3360.216002 = -2545890.993465
  nChanged 45
		SP:Iteration 112Q (199962.830000 sec): 3 clusters
  Score: Raw -2549259.355655 + Penalty 3360.216002 = -2545899.139653
  nChanged 32
		SP:Iteration 113Q (199963.110000 sec): 3 clusters
  Score: Raw -2549264.539683 + Penalty 3360.216002 = -2545904.323680
  nChanged 24
		SP:Iteration 114Q (199963.460000 sec): 3 clusters
  Score: Raw -2549268.238016 + Penalty 3360.216002 = -2545908.022014
  nChanged 20
		SP:Iteration 115Q (199963.740000 sec): 3 clusters
  Score: Raw -2549270.749012 + Penalty 3360.216002 = -2545910.533009
  nChanged 15
		SP:Iteration 116Q (199964.110000 sec): 3 clusters
  Score: Raw -2549272.742615 + Penalty 3360.216002 = -2545912.526613
  nChanged 18
		SP:Iteration 117Q (199964.420000 sec): 3 clusters
  Score: Raw -2549274.973517 + Penalty 3360.216002 = -2545914.757515
  nChanged 18
		SP:Iteration 118Q (199964.730000 sec): 3 clusters
  Score: Raw -2549276.958522 + Penalty 3360.216002 = -2545916.742519
  nChanged 11
		SP:Iteration 119Q (199965.030000 sec): 3 clusters
  Score: Raw -2549278.536847 + Penalty 3360.216002 = -2545918.320845
  nChanged 14
		SP:Iteration 120F (199965.320000 sec): 3 clusters
  Score: Raw -2549280.084774 + Penalty 3360.216002 = -2545919.868772
  nChanged 14
		SP:Iteration 121Q (199965.600000 sec): 3 clusters
  Score: Raw -2549282.124553 + Penalty 3360.216002 = -2545921.908550
  nChanged 11
		SP:Iteration 122Q (199965.890000 sec): 3 clusters
  Score: Raw -2549283.542162 + Penalty 3360.216002 = -2545923.326159
  nChanged 10
		SP:Iteration 123Q (199966.180000 sec): 3 clusters
  Score: Raw -2549284.684868 + Penalty 3360.216002 = -2545924.468866
  nChanged 10
		SP:Iteration 124Q (199966.470000 sec): 3 clusters
  Score: Raw -2549286.094622 + Penalty 3360.216002 = -2545925.878620
  nChanged 13
		SP:Iteration 125Q (199966.760000 sec): 3 clusters
  Score: Raw -2549287.294516 + Penalty 3360.216002 = -2545927.078514
  nChanged 11
		SP:Iteration 126Q (199967.070000 sec): 3 clusters
  Score: Raw -2549288.419675 + Penalty 3360.216002 = -2545928.203672
  nChanged 6
		SP:Iteration 127Q (199967.440000 sec): 3 clusters
  Score: Raw -2549289.020702 + Penalty 3360.216002 = -2545928.804700
  nChanged 3
		SP:Iteration 128Q (199967.730000 sec): 3 clusters
  Score: Raw -2549289.611013 + Penalty 3360.216002 = -2545929.395010
  nChanged 4
		SP:Iteration 129Q (199968.060000 sec): 3 clusters
  Score: Raw -2549290.243457 + Penalty 3360.216002 = -2545930.027455
  nChanged 5
		SP:Iteration 130Q (199968.390000 sec): 3 clusters
  Score: Raw -2549290.993159 + Penalty 3360.216002 = -2545930.777157
  nChanged 4
		SP:Iteration 131Q (199968.720000 sec): 3 clusters
  Score: Raw -2549291.422194 + Penalty 3360.216002 = -2545931.206191
  nChanged 6
		SP:Iteration 132Q (199969.040000 sec): 3 clusters
  Score: Raw -2549292.249177 + Penalty 3360.216002 = -2545932.033175
  nChanged 7
		SP:Iteration 133Q (199969.330000 sec): 3 clusters
  Score: Raw -2549293.397352 + Penalty 3360.216002 = -2545933.181349
  nChanged 12
		SP:Iteration 134Q (199969.660000 sec): 3 clusters
  Score: Raw -2549294.710035 + Penalty 3360.216002 = -2545934.494033
  nChanged 10
		SP:Iteration 135Q (199970.060000 sec): 3 clusters
  Score: Raw -2549295.801959 + Penalty 3360.216002 = -2545935.585957
  nChanged 8
		SP:Iteration 136Q (199970.370000 sec): 3 clusters
  Score: Raw -2549296.693935 + Penalty 3360.216002 = -2545936.477933
  nChanged 5
		SP:Iteration 137Q (199970.710000 sec): 3 clusters
  Score: Raw -2549297.208729 + Penalty 3360.216002 = -2545936.992727
  nChanged 4
		SP:Iteration 138Q (199970.980000 sec): 3 clusters
  Score: Raw -2549297.735464 + Penalty 3360.216002 = -2545937.519462
  nChanged 5
		SP:Iteration 139Q (199971.360000 sec): 3 clusters
  Score: Raw -2549298.310714 + Penalty 3360.216002 = -2545938.094712
  nChanged 4
		SP:Iteration 140F (199971.690000 sec): 3 clusters
  Score: Raw -2549298.883181 + Penalty 3360.216002 = -2545938.667179
  nChanged 3
		SP:Iteration 141Q (199972.010000 sec): 3 clusters
  Score: Raw -2549299.202837 + Penalty 3360.216002 = -2545938.986835
  nChanged 4
		SP:Iteration 142Q (199972.340000 sec): 3 clusters
  Score: Raw -2549300.016555 + Penalty 3360.216002 = -2545939.800553
  nChanged 7
		SP:Iteration 143Q (199972.630000 sec): 3 clusters
  Score: Raw -2549301.365286 + Penalty 3360.216002 = -2545941.149284
  nChanged 6
		SP:Iteration 144Q (199972.940000 sec): 3 clusters
  Score: Raw -2549302.306217 + Penalty 3360.216002 = -2545942.090215
  nChanged 6
		SP:Iteration 145Q (199973.290000 sec): 3 clusters
  Score: Raw -2549302.998820 + Penalty 3360.216002 = -2545942.782818
  nChanged 2
		SP:Iteration 146Q (199973.610000 sec): 3 clusters
  Score: Raw -2549303.240920 + Penalty 3360.216002 = -2545943.024917
  nChanged 2
		SP:Iteration 147Q (199973.990000 sec): 3 clusters
  Score: Raw -2549303.396340 + Penalty 3360.216002 = -2545943.180338
  nChanged 0
		SP:Iteration 148F (199974.290000 sec): 3 clusters
  Score: Raw -2549303.396340 + Penalty 3360.216002 = -2545943.180338
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 29 (508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199974.460000 sec): 2 clusters
  Score: Raw -45779.644218 + Penalty 1012.453235 = -44767.190983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199974.640000 sec): 3 clusters
  Score: Raw -45680.321356 + Penalty 2024.906470 = -43655.414886
  nChanged 130
		SP:Iteration 1F (199974.850000 sec): 3 clusters
  Score: Raw -45852.094952 + Penalty 2024.906470 = -43827.188481
  nChanged 22
		SP:Iteration 2Q (199975.060000 sec): 3 clusters
  Score: Raw -45885.379771 + Penalty 2024.906470 = -43860.473301
  nChanged 7
		SP:Iteration 3Q (199975.270000 sec): 3 clusters
  Score: Raw -45895.995351 + Penalty 2024.906470 = -43871.088880
  nChanged 4
		SP:Iteration 4Q (199975.520000 sec): 3 clusters
  Score: Raw -45900.967262 + Penalty 2024.906470 = -43876.060792
  nChanged 6
		SP:Iteration 5Q (199975.660000 sec): 3 clusters
  Score: Raw -45908.720038 + Penalty 2024.906470 = -43883.813568
  nChanged 3
		SP:Iteration 6Q (199975.830000 sec): 3 clusters
  Score: Raw -45911.824699 + Penalty 2024.906470 = -43886.918228
  nChanged 2
		SP:Iteration 7Q (199975.990000 sec): 3 clusters
  Score: Raw -45913.210810 + Penalty 2024.906470 = -43888.304340
  nChanged 1
		SP:Iteration 8Q (199976.160000 sec): 3 clusters
  Score: Raw -45914.937544 + Penalty 2024.906470 = -43890.031074
  nChanged 1
		SP:Iteration 9Q (199976.380000 sec): 3 clusters
  Score: Raw -45917.802381 + Penalty 2024.906470 = -43892.895910
  nChanged 2
		SP:Iteration 10Q (199976.590000 sec): 3 clusters
  Score: Raw -45921.561915 + Penalty 2024.906470 = -43896.655445
  nChanged 2
		SP:Iteration 11Q (199976.740000 sec): 3 clusters
  Score: Raw -45925.370006 + Penalty 2024.906470 = -43900.463536
  nChanged 3
		SP:Iteration 12Q (199976.890000 sec): 3 clusters
  Score: Raw -45929.590739 + Penalty 2024.906470 = -43904.684269
  nChanged 4
		SP:Iteration 13Q (199977.070000 sec): 3 clusters
  Score: Raw -45933.474577 + Penalty 2024.906470 = -43908.568107
  nChanged 2
		SP:Iteration 14Q (199977.290000 sec): 3 clusters
  Score: Raw -45938.635117 + Penalty 2024.906470 = -43913.728647
  nChanged 0
		SP:Iteration 15F (199977.530000 sec): 3 clusters
  Score: Raw -45938.635117 + Penalty 2024.906470 = -43913.728647
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 30 (4513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199977.610000 sec): 2 clusters
  Score: Raw -339102.268744 + Penalty 1367.391577 = -337734.877167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199977.840000 sec): 3 clusters
  Score: Raw -336819.482826 + Penalty 2734.783155 = -334084.699671
  nChanged 1792
		SP:Iteration 1F (199978.010000 sec): 3 clusters
  Score: Raw -337904.445494 + Penalty 2734.783155 = -335169.662339
  nChanged 383
		SP:Iteration 2F (199978.230000 sec): 3 clusters
  Score: Raw -338189.458044 + Penalty 2734.783155 = -335454.674889
  nChanged 332
		SP:Iteration 3F (199978.430000 sec): 3 clusters
  Score: Raw -338488.226330 + Penalty 2734.783155 = -335753.443175
  nChanged 300
		SP:Iteration 4F (199978.610000 sec): 3 clusters
  Score: Raw -338768.516289 + Penalty 2734.783155 = -336033.733134
  nChanged 254
		SP:Iteration 5F (199978.830000 sec): 3 clusters
  Score: Raw -338965.670421 + Penalty 2734.783155 = -336230.887266
  nChanged 183
		SP:Iteration 6Q (199979.050000 sec): 3 clusters
  Score: Raw -339105.960561 + Penalty 2734.783155 = -336371.177406
  nChanged 129
		SP:Iteration 7Q (199979.220000 sec): 3 clusters
  Score: Raw -339203.391950 + Penalty 2734.783155 = -336468.608795
  nChanged 118
		SP:Iteration 8Q (199979.450000 sec): 3 clusters
  Score: Raw -339270.811707 + Penalty 2734.783155 = -336536.028552
  nChanged 98
		SP:Iteration 9Q (199979.640000 sec): 3 clusters
  Score: Raw -339328.393343 + Penalty 2734.783155 = -336593.610188
  nChanged 74
		SP:Iteration 10Q (199979.860000 sec): 3 clusters
  Score: Raw -339361.358618 + Penalty 2734.783155 = -336626.575463
  nChanged 61
		SP:Iteration 11Q (199980.070000 sec): 3 clusters
  Score: Raw -339390.419394 + Penalty 2734.783155 = -336655.636239
  nChanged 48
		SP:Iteration 12Q (199980.280000 sec): 3 clusters
  Score: Raw -339413.435887 + Penalty 2734.783155 = -336678.652732
  nChanged 46
		SP:Iteration 13Q (199980.460000 sec): 3 clusters
  Score: Raw -339439.714709 + Penalty 2734.783155 = -336704.931554
  nChanged 41
		SP:Iteration 14Q (199980.680000 sec): 3 clusters
  Score: Raw -339456.218639 + Penalty 2734.783155 = -336721.435484
  nChanged 34
		SP:Iteration 15Q (199980.830000 sec): 3 clusters
  Score: Raw -339472.432160 + Penalty 2734.783155 = -336737.649005
  nChanged 38
		SP:Iteration 16Q (199981.030000 sec): 3 clusters
  Score: Raw -339490.242963 + Penalty 2734.783155 = -336755.459808
  nChanged 34
		SP:Iteration 17Q (199981.260000 sec): 3 clusters
  Score: Raw -339505.999177 + Penalty 2734.783155 = -336771.216022
  nChanged 30
		SP:Iteration 18Q (199981.470000 sec): 3 clusters
  Score: Raw -339521.602030 + Penalty 2734.783155 = -336786.818875
  nChanged 30
		SP:Iteration 19Q (199981.650000 sec): 3 clusters
  Score: Raw -339535.841705 + Penalty 2734.783155 = -336801.058550
  nChanged 21
		SP:Iteration 20F (199981.840000 sec): 3 clusters
  Score: Raw -339543.900275 + Penalty 2734.783155 = -336809.117120
  nChanged 17
		SP:Iteration 21Q (199982.050000 sec): 3 clusters
  Score: Raw -339549.786172 + Penalty 2734.783155 = -336815.003017
  nChanged 11
		SP:Iteration 22Q (199982.220000 sec): 3 clusters
  Score: Raw -339553.787315 + Penalty 2734.783155 = -336819.004160
  nChanged 7
		SP:Iteration 23Q (199982.420000 sec): 3 clusters
  Score: Raw -339556.088948 + Penalty 2734.783155 = -336821.305793
  nChanged 10
		SP:Iteration 24Q (199982.650000 sec): 3 clusters
  Score: Raw -339559.522403 + Penalty 2734.783155 = -336824.739248
  nChanged 8
		SP:Iteration 25Q (199982.820000 sec): 3 clusters
  Score: Raw -339561.986518 + Penalty 2734.783155 = -336827.203363
  nChanged 12
		SP:Iteration 26Q (199983.000000 sec): 3 clusters
  Score: Raw -339566.658233 + Penalty 2734.783155 = -336831.875078
  nChanged 11
		SP:Iteration 27Q (199983.190000 sec): 3 clusters
  Score: Raw -339571.395284 + Penalty 2734.783155 = -336836.612129
  nChanged 15
		SP:Iteration 28Q (199983.390000 sec): 3 clusters
  Score: Raw -339578.008263 + Penalty 2734.783155 = -336843.225108
  nChanged 19
		SP:Iteration 29Q (199983.660000 sec): 3 clusters
  Score: Raw -339585.467578 + Penalty 2734.783155 = -336850.684424
  nChanged 13
		SP:Iteration 30Q (199983.830000 sec): 3 clusters
  Score: Raw -339589.675930 + Penalty 2734.783155 = -336854.892775
  nChanged 10
		SP:Iteration 31Q (199984.110000 sec): 3 clusters
  Score: Raw -339592.916879 + Penalty 2734.783155 = -336858.133724
  nChanged 8
		SP:Iteration 32Q (199984.340000 sec): 3 clusters
  Score: Raw -339595.212397 + Penalty 2734.783155 = -336860.429243
  nChanged 6
		SP:Iteration 33Q (199984.530000 sec): 3 clusters
  Score: Raw -339597.267247 + Penalty 2734.783155 = -336862.484092
  nChanged 7
		SP:Iteration 34Q (199984.750000 sec): 3 clusters
  Score: Raw -339599.716865 + Penalty 2734.783155 = -336864.933710
  nChanged 6
		SP:Iteration 35Q (199984.940000 sec): 3 clusters
  Score: Raw -339602.198281 + Penalty 2734.783155 = -336867.415126
  nChanged 5
		SP:Iteration 36Q (199985.150000 sec): 3 clusters
  Score: Raw -339603.787842 + Penalty 2734.783155 = -336869.004687
  nChanged 3
		SP:Iteration 37Q (199985.340000 sec): 3 clusters
  Score: Raw -339604.981533 + Penalty 2734.783155 = -336870.198378
  nChanged 2
		SP:Iteration 38Q (199985.560000 sec): 3 clusters
  Score: Raw -339605.520875 + Penalty 2734.783155 = -336870.737720
  nChanged 1
		SP:Iteration 39Q (199985.790000 sec): 3 clusters
  Score: Raw -339605.750562 + Penalty 2734.783155 = -336870.967407
  nChanged 3
		SP:Iteration 40F (199986.030000 sec): 3 clusters
  Score: Raw -339606.650597 + Penalty 2734.783155 = -336871.867442
  nChanged 3
		SP:Iteration 41Q (199986.260000 sec): 3 clusters
  Score: Raw -339608.109791 + Penalty 2734.783155 = -336873.326636
  nChanged 5
		SP:Iteration 42Q (199986.450000 sec): 3 clusters
  Score: Raw -339611.603330 + Penalty 2734.783155 = -336876.820175
  nChanged 4
		SP:Iteration 43Q (199986.640000 sec): 3 clusters
  Score: Raw -339612.922765 + Penalty 2734.783155 = -336878.139610
  nChanged 4
		SP:Iteration 44Q (199986.860000 sec): 3 clusters
  Score: Raw -339614.451424 + Penalty 2734.783155 = -336879.668269
  nChanged 4
		SP:Iteration 45Q (199987.090000 sec): 3 clusters
  Score: Raw -339616.147510 + Penalty 2734.783155 = -336881.364355
  nChanged 3
		SP:Iteration 46Q (199987.290000 sec): 3 clusters
  Score: Raw -339617.622191 + Penalty 2734.783155 = -336882.839036
  nChanged 1
		SP:Iteration 47Q (199987.480000 sec): 3 clusters
  Score: Raw -339617.904552 + Penalty 2734.783155 = -336883.121397
  nChanged 0
		SP:Iteration 48F (199987.640000 sec): 3 clusters
  Score: Raw -339617.904552 + Penalty 2734.783155 = -336883.121397
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 31 (70564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (199988.030000 sec): 2 clusters
  Score: Raw -6255364.130841 + Penalty 1814.194749 = -6253549.936092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (199988.560000 sec): 3 clusters
  Score: Raw -6210001.560503 + Penalty 3628.389498 = -6206373.171005
  nChanged 33472
		SP:Iteration 1F (199989.070000 sec): 3 clusters
  Score: Raw -6229336.491869 + Penalty 3628.389498 = -6225708.102371
  nChanged 2748
		SP:Iteration 2Q (199989.590000 sec): 3 clusters
  Score: Raw -6230209.420322 + Penalty 3628.389498 = -6226581.030824
  nChanged 3107
		SP:Iteration 3Q (199990.110000 sec): 3 clusters
  Score: Raw -6231436.653858 + Penalty 3628.389498 = -6227808.264360
  nChanged 3530
		SP:Iteration 4F (199990.620000 sec): 3 clusters
  Score: Raw -6232997.721920 + Penalty 3628.389498 = -6229369.332422
  nChanged 3892
		SP:Iteration 5F (199991.190000 sec): 3 clusters
  Score: Raw -6234758.837998 + Penalty 3628.389498 = -6231130.448500
  nChanged 3934
		SP:Iteration 6F (199991.710000 sec): 3 clusters
  Score: Raw -6236596.783324 + Penalty 3628.389498 = -6232968.393826
  nChanged 3834
		SP:Iteration 7F (199992.240000 sec): 3 clusters
  Score: Raw -6238307.505036 + Penalty 3628.389498 = -6234679.115538
  nChanged 3479
		SP:Iteration 8Q (199992.830000 sec): 3 clusters
  Score: Raw -6239768.489103 + Penalty 3628.389498 = -6236140.099605
  nChanged 3118
		SP:Iteration 9Q (199993.360000 sec): 3 clusters
  Score: Raw -6241026.004170 + Penalty 3628.389498 = -6237397.614672
  nChanged 2716
		SP:Iteration 10Q (199993.910000 sec): 3 clusters
  Score: Raw -6242038.324562 + Penalty 3628.389498 = -6238409.935064
  nChanged 2287
		SP:Iteration 11Q (199994.450000 sec): 3 clusters
  Score: Raw -6242872.430834 + Penalty 3628.389498 = -6239244.041336
  nChanged 2054
		SP:Iteration 12Q (199995.030000 sec): 3 clusters
  Score: Raw -6243655.058132 + Penalty 3628.389498 = -6240026.668634
  nChanged 2000
		SP:Iteration 13Q (199995.630000 sec): 3 clusters
  Score: Raw -6244474.607546 + Penalty 3628.389498 = -6240846.218048
  nChanged 2171
		SP:Iteration 14Q (199996.160000 sec): 3 clusters
  Score: Raw -6245443.546167 + Penalty 3628.389498 = -6241815.156669
  nChanged 2319
		SP:Iteration 15Q (199996.660000 sec): 3 clusters
  Score: Raw -6246635.306230 + Penalty 3628.389498 = -6243006.916732
  nChanged 2452
		SP:Iteration 16Q (199997.140000 sec): 3 clusters
  Score: Raw -6248049.108331 + Penalty 3628.389498 = -6244420.718833
  nChanged 2402
		SP:Iteration 17Q (199997.670000 sec): 3 clusters
  Score: Raw -6249651.076230 + Penalty 3628.389498 = -6246022.686732
  nChanged 2284
		SP:Iteration 18Q (199998.170000 sec): 3 clusters
  Score: Raw -6251341.756550 + Penalty 3628.389498 = -6247713.367052
  nChanged 1931
		SP:Iteration 19Q (199998.670000 sec): 3 clusters
  Score: Raw -6252903.267605 + Penalty 3628.389498 = -6249274.878107
  nChanged 1444
		SP:Iteration 20F (199999.130000 sec): 3 clusters
  Score: Raw -6254136.608950 + Penalty 3628.389498 = -6250508.219452
  nChanged 854
		SP:Iteration 21Q (199999.670000 sec): 3 clusters
  Score: Raw -6254868.103236 + Penalty 3628.389498 = -6251239.713738
  nChanged 412
		SP:Iteration 22Q (200000.130000 sec): 3 clusters
  Score: Raw -6255225.497309 + Penalty 3628.389498 = -6251597.107811
  nChanged 202
		SP:Iteration 23Q (200000.560000 sec): 3 clusters
  Score: Raw -6255407.787418 + Penalty 3628.389498 = -6251779.397920
  nChanged 120
		SP:Iteration 24Q (200001.000000 sec): 3 clusters
  Score: Raw -6255516.406131 + Penalty 3628.389498 = -6251888.016633
  nChanged 68
		SP:Iteration 25Q (200001.440000 sec): 3 clusters
  Score: Raw -6255581.693822 + Penalty 3628.389498 = -6251953.304324
  nChanged 43
		SP:Iteration 26Q (200001.930000 sec): 3 clusters
  Score: Raw -6255612.131096 + Penalty 3628.389498 = -6251983.741598
  nChanged 24
		SP:Iteration 27Q (200002.300000 sec): 3 clusters
  Score: Raw -6255628.655142 + Penalty 3628.389498 = -6252000.265644
  nChanged 14
		SP:Iteration 28Q (200002.800000 sec): 3 clusters
  Score: Raw -6255635.442672 + Penalty 3628.389498 = -6252007.053174
  nChanged 9
		SP:Iteration 29Q (200003.200000 sec): 3 clusters
  Score: Raw -6255640.549034 + Penalty 3628.389498 = -6252012.159537
  nChanged 5
		SP:Iteration 30Q (200003.670000 sec): 3 clusters
  Score: Raw -6255642.567158 + Penalty 3628.389498 = -6252014.177660
  nChanged 4
		SP:Iteration 31Q (200004.130000 sec): 3 clusters
  Score: Raw -6255645.871836 + Penalty 3628.389498 = -6252017.482338
  nChanged 4
		SP:Iteration 32Q (200004.550000 sec): 3 clusters
  Score: Raw -6255649.263936 + Penalty 3628.389498 = -6252020.874438
  nChanged 5
		SP:Iteration 33Q (200004.990000 sec): 3 clusters
  Score: Raw -6255651.852971 + Penalty 3628.389498 = -6252023.463473
  nChanged 4
		SP:Iteration 34Q (200005.410000 sec): 3 clusters
  Score: Raw -6255654.303781 + Penalty 3628.389498 = -6252025.914283
  nChanged 3
		SP:Iteration 35Q (200005.830000 sec): 3 clusters
  Score: Raw -6255655.678915 + Penalty 3628.389498 = -6252027.289417
  nChanged 1
		SP:Iteration 36Q (200006.250000 sec): 3 clusters
  Score: Raw -6255656.300859 + Penalty 3628.389498 = -6252027.911361
  nChanged 0
		SP:Iteration 37F (200006.720000 sec): 3 clusters
  Score: Raw -6255656.300859 + Penalty 3628.389498 = -6252027.911361
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 32 (1534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200006.850000 sec): 2 clusters
  Score: Raw -124667.487585 + Penalty 1192.040522 = -123475.447063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200007.030000 sec): 3 clusters
  Score: Raw -124049.660991 + Penalty 2384.081044 = -121665.579947
  nChanged 522
		SP:Iteration 1F (200007.240000 sec): 3 clusters
  Score: Raw -124437.417514 + Penalty 2384.081044 = -122053.336470
  nChanged 112
		SP:Iteration 2F (200007.470000 sec): 3 clusters
  Score: Raw -124532.703263 + Penalty 2384.081044 = -122148.622219
  nChanged 66
		SP:Iteration 3Q (200007.650000 sec): 3 clusters
  Score: Raw -124586.953614 + Penalty 2384.081044 = -122202.872570
  nChanged 33
		SP:Iteration 4Q (200007.820000 sec): 3 clusters
  Score: Raw -124613.448621 + Penalty 2384.081044 = -122229.367577
  nChanged 28
		SP:Iteration 5Q (200008.030000 sec): 3 clusters
  Score: Raw -124631.054028 + Penalty 2384.081044 = -122246.972984
  nChanged 30
		SP:Iteration 6Q (200008.220000 sec): 3 clusters
  Score: Raw -124649.991031 + Penalty 2384.081044 = -122265.909987
  nChanged 15
		SP:Iteration 7Q (200008.430000 sec): 3 clusters
  Score: Raw -124660.584142 + Penalty 2384.081044 = -122276.503098
  nChanged 21
		SP:Iteration 8Q (200008.630000 sec): 3 clusters
  Score: Raw -124671.882380 + Penalty 2384.081044 = -122287.801335
  nChanged 11
		SP:Iteration 9Q (200008.770000 sec): 3 clusters
  Score: Raw -124678.004244 + Penalty 2384.081044 = -122293.923200
  nChanged 8
		SP:Iteration 10Q (200009.000000 sec): 3 clusters
  Score: Raw -124682.028587 + Penalty 2384.081044 = -122297.947543
  nChanged 8
		SP:Iteration 11Q (200009.160000 sec): 3 clusters
  Score: Raw -124684.408546 + Penalty 2384.081044 = -122300.327501
  nChanged 4
		SP:Iteration 12Q (200009.310000 sec): 3 clusters
  Score: Raw -124685.675753 + Penalty 2384.081044 = -122301.594709
  nChanged 4
		SP:Iteration 13Q (200009.490000 sec): 3 clusters
  Score: Raw -124688.192914 + Penalty 2384.081044 = -122304.111870
  nChanged 3
		SP:Iteration 14Q (200009.650000 sec): 3 clusters
  Score: Raw -124689.658302 + Penalty 2384.081044 = -122305.577258
  nChanged 1
		SP:Iteration 15Q (200009.840000 sec): 3 clusters
  Score: Raw -124690.041519 + Penalty 2384.081044 = -122305.960474
  nChanged 0
		SP:Iteration 16F (200010.060000 sec): 3 clusters
  Score: Raw -124690.041519 + Penalty 2384.081044 = -122305.960474
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 33 (1864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200010.130000 sec): 2 clusters
  Score: Raw -158805.357836 + Penalty 1223.702999 = -157581.654837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200010.330000 sec): 3 clusters
  Score: Raw -158044.933672 + Penalty 2447.405998 = -155597.527673
  nChanged 656
		SP:Iteration 1F (200010.510000 sec): 3 clusters
  Score: Raw -158524.949568 + Penalty 2447.405998 = -156077.543570
  nChanged 187
		SP:Iteration 2F (200010.680000 sec): 3 clusters
  Score: Raw -158713.117888 + Penalty 2447.405998 = -156265.711889
  nChanged 113
		SP:Iteration 3F (200010.880000 sec): 3 clusters
  Score: Raw -158830.924830 + Penalty 2447.405998 = -156383.518831
  nChanged 103
		SP:Iteration 4F (200011.050000 sec): 3 clusters
  Score: Raw -158952.289966 + Penalty 2447.405998 = -156504.883967
  nChanged 87
		SP:Iteration 5Q (200011.250000 sec): 3 clusters
  Score: Raw -159046.089163 + Penalty 2447.405998 = -156598.683164
  nChanged 63
		SP:Iteration 6Q (200011.420000 sec): 3 clusters
  Score: Raw -159117.045108 + Penalty 2447.405998 = -156669.639109
  nChanged 58
		SP:Iteration 7Q (200011.640000 sec): 3 clusters
  Score: Raw -159173.403067 + Penalty 2447.405998 = -156725.997069
  nChanged 40
		SP:Iteration 8Q (200011.790000 sec): 3 clusters
  Score: Raw -159208.466679 + Penalty 2447.405998 = -156761.060680
  nChanged 41
		SP:Iteration 9Q (200012.010000 sec): 3 clusters
  Score: Raw -159244.770235 + Penalty 2447.405998 = -156797.364236
  nChanged 26
		SP:Iteration 10Q (200012.170000 sec): 3 clusters
  Score: Raw -159262.422443 + Penalty 2447.405998 = -156815.016445
  nChanged 23
		SP:Iteration 11Q (200012.370000 sec): 3 clusters
  Score: Raw -159275.335963 + Penalty 2447.405998 = -156827.929965
  nChanged 13
		SP:Iteration 12Q (200012.570000 sec): 3 clusters
  Score: Raw -159284.253892 + Penalty 2447.405998 = -156836.847894
  nChanged 9
		SP:Iteration 13Q (200012.730000 sec): 3 clusters
  Score: Raw -159289.028782 + Penalty 2447.405998 = -156841.622784
  nChanged 9
		SP:Iteration 14Q (200012.890000 sec): 3 clusters
  Score: Raw -159293.053188 + Penalty 2447.405998 = -156845.647190
  nChanged 7
		SP:Iteration 15Q (200013.050000 sec): 3 clusters
  Score: Raw -159296.744003 + Penalty 2447.405998 = -156849.338005
  nChanged 6
		SP:Iteration 16Q (200013.230000 sec): 3 clusters
  Score: Raw -159300.322098 + Penalty 2447.405998 = -156852.916099
  nChanged 5
		SP:Iteration 17Q (200013.410000 sec): 3 clusters
  Score: Raw -159303.522679 + Penalty 2447.405998 = -156856.116680
  nChanged 0
		SP:Iteration 18F (200013.560000 sec): 3 clusters
  Score: Raw -159303.522679 + Penalty 2447.405998 = -156856.116680
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 34 (10515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200013.730000 sec): 2 clusters
  Score: Raw -843195.119939 + Penalty 1504.840689 = -841690.279249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200013.920000 sec): 3 clusters
  Score: Raw -837207.017281 + Penalty 3009.681379 = -834197.335902
  nChanged 4543
		SP:Iteration 1F (200014.190000 sec): 3 clusters
  Score: Raw -839843.874059 + Penalty 3009.681379 = -836834.192680
  nChanged 690
		SP:Iteration 2F (200014.450000 sec): 3 clusters
  Score: Raw -840145.732381 + Penalty 3009.681379 = -837136.051002
  nChanged 546
		SP:Iteration 3F (200014.680000 sec): 3 clusters
  Score: Raw -840375.853886 + Penalty 3009.681379 = -837366.172507
  nChanged 441
		SP:Iteration 4Q (200014.930000 sec): 3 clusters
  Score: Raw -840567.553532 + Penalty 3009.681379 = -837557.872154
  nChanged 391
		SP:Iteration 5Q (200015.170000 sec): 3 clusters
  Score: Raw -840717.347380 + Penalty 3009.681379 = -837707.666001
  nChanged 347
		SP:Iteration 6Q (200015.440000 sec): 3 clusters
  Score: Raw -840835.887136 + Penalty 3009.681379 = -837826.205757
  nChanged 315
		SP:Iteration 7Q (200015.670000 sec): 3 clusters
  Score: Raw -840959.532202 + Penalty 3009.681379 = -837949.850823
  nChanged 339
		SP:Iteration 8Q (200015.950000 sec): 3 clusters
  Score: Raw -841097.329269 + Penalty 3009.681379 = -838087.647890
  nChanged 318
		SP:Iteration 9Q (200016.160000 sec): 3 clusters
  Score: Raw -841238.849409 + Penalty 3009.681379 = -838229.168030
  nChanged 341
		SP:Iteration 10Q (200016.410000 sec): 3 clusters
  Score: Raw -841413.156361 + Penalty 3009.681379 = -838403.474982
  nChanged 359
		SP:Iteration 11Q (200016.630000 sec): 3 clusters
  Score: Raw -841642.163146 + Penalty 3009.681379 = -838632.481768
  nChanged 447
		SP:Iteration 12Q (200016.840000 sec): 3 clusters
  Score: Raw -841898.863526 + Penalty 3009.681379 = -838889.182147
  nChanged 405
		SP:Iteration 13Q (200017.060000 sec): 3 clusters
  Score: Raw -842159.866533 + Penalty 3009.681379 = -839150.185154
  nChanged 414
		SP:Iteration 14Q (200017.310000 sec): 3 clusters
  Score: Raw -842426.549998 + Penalty 3009.681379 = -839416.868620
  nChanged 354
		SP:Iteration 15Q (200017.560000 sec): 3 clusters
  Score: Raw -842623.525546 + Penalty 3009.681379 = -839613.844167
  nChanged 296
		SP:Iteration 16Q (200017.770000 sec): 3 clusters
  Score: Raw -842754.807178 + Penalty 3009.681379 = -839745.125799
  nChanged 222
		SP:Iteration 17Q (200018.010000 sec): 3 clusters
  Score: Raw -842843.167883 + Penalty 3009.681379 = -839833.486504
  nChanged 168
		SP:Iteration 18Q (200018.230000 sec): 3 clusters
  Score: Raw -842896.765310 + Penalty 3009.681379 = -839887.083931
  nChanged 127
		SP:Iteration 19Q (200018.470000 sec): 3 clusters
  Score: Raw -842934.220636 + Penalty 3009.681379 = -839924.539258
  nChanged 105
		SP:Iteration 20F (200018.740000 sec): 3 clusters
  Score: Raw -842966.158966 + Penalty 3009.681379 = -839956.477587
  nChanged 99
		SP:Iteration 21Q (200018.990000 sec): 3 clusters
  Score: Raw -842995.354132 + Penalty 3009.681379 = -839985.672753
  nChanged 99
		SP:Iteration 22Q (200019.240000 sec): 3 clusters
  Score: Raw -843025.870857 + Penalty 3009.681379 = -840016.189478
  nChanged 84
		SP:Iteration 23Q (200019.450000 sec): 3 clusters
  Score: Raw -843044.902849 + Penalty 3009.681379 = -840035.221470
  nChanged 74
		SP:Iteration 24Q (200019.660000 sec): 3 clusters
  Score: Raw -843063.100563 + Penalty 3009.681379 = -840053.419184
  nChanged 57
		SP:Iteration 25Q (200019.890000 sec): 3 clusters
  Score: Raw -843075.772102 + Penalty 3009.681379 = -840066.090724
  nChanged 49
		SP:Iteration 26Q (200020.140000 sec): 3 clusters
  Score: Raw -843083.056976 + Penalty 3009.681379 = -840073.375598
  nChanged 35
		SP:Iteration 27Q (200020.390000 sec): 3 clusters
  Score: Raw -843088.421219 + Penalty 3009.681379 = -840078.739840
  nChanged 31
		SP:Iteration 28Q (200020.620000 sec): 3 clusters
  Score: Raw -843093.771316 + Penalty 3009.681379 = -840084.089937
  nChanged 31
		SP:Iteration 29Q (200020.830000 sec): 3 clusters
  Score: Raw -843099.630858 + Penalty 3009.681379 = -840089.949479
  nChanged 34
		SP:Iteration 30Q (200021.110000 sec): 3 clusters
  Score: Raw -843105.587143 + Penalty 3009.681379 = -840095.905765
  nChanged 40
		SP:Iteration 31Q (200021.350000 sec): 3 clusters
  Score: Raw -843112.495947 + Penalty 3009.681379 = -840102.814569
  nChanged 36
		SP:Iteration 32Q (200021.570000 sec): 3 clusters
  Score: Raw -843119.132246 + Penalty 3009.681379 = -840109.450868
  nChanged 27
		SP:Iteration 33Q (200021.840000 sec): 3 clusters
  Score: Raw -843123.162704 + Penalty 3009.681379 = -840113.481325
  nChanged 20
		SP:Iteration 34Q (200022.090000 sec): 3 clusters
  Score: Raw -843126.803959 + Penalty 3009.681379 = -840117.122581
  nChanged 23
		SP:Iteration 35Q (200022.340000 sec): 3 clusters
  Score: Raw -843131.420785 + Penalty 3009.681379 = -840121.739407
  nChanged 25
		SP:Iteration 36Q (200022.580000 sec): 3 clusters
  Score: Raw -843135.544192 + Penalty 3009.681379 = -840125.862813
  nChanged 29
		SP:Iteration 37Q (200022.820000 sec): 3 clusters
  Score: Raw -843140.432914 + Penalty 3009.681379 = -840130.751535
  nChanged 24
		SP:Iteration 38Q (200023.030000 sec): 3 clusters
  Score: Raw -843144.941660 + Penalty 3009.681379 = -840135.260281
  nChanged 34
		SP:Iteration 39Q (200023.240000 sec): 3 clusters
  Score: Raw -843150.257894 + Penalty 3009.681379 = -840140.576516
  nChanged 25
		SP:Iteration 40F (200023.470000 sec): 3 clusters
  Score: Raw -843153.475619 + Penalty 3009.681379 = -840143.794240
  nChanged 16
		SP:Iteration 41Q (200023.700000 sec): 3 clusters
  Score: Raw -843156.010273 + Penalty 3009.681379 = -840146.328894
  nChanged 22
		SP:Iteration 42Q (200023.930000 sec): 3 clusters
  Score: Raw -843159.331250 + Penalty 3009.681379 = -840149.649871
  nChanged 22
		SP:Iteration 43Q (200024.190000 sec): 3 clusters
  Score: Raw -843163.464864 + Penalty 3009.681379 = -840153.783485
  nChanged 23
		SP:Iteration 44Q (200024.450000 sec): 3 clusters
  Score: Raw -843166.581384 + Penalty 3009.681379 = -840156.900005
  nChanged 18
		SP:Iteration 45Q (200024.650000 sec): 3 clusters
  Score: Raw -843168.612750 + Penalty 3009.681379 = -840158.931372
  nChanged 14
		SP:Iteration 46Q (200024.860000 sec): 3 clusters
  Score: Raw -843170.432391 + Penalty 3009.681379 = -840160.751012
  nChanged 14
		SP:Iteration 47Q (200025.110000 sec): 3 clusters
  Score: Raw -843172.338020 + Penalty 3009.681379 = -840162.656641
  nChanged 14
		SP:Iteration 48Q (200025.330000 sec): 3 clusters
  Score: Raw -843174.249432 + Penalty 3009.681379 = -840164.568054
  nChanged 12
		SP:Iteration 49Q (200025.570000 sec): 3 clusters
  Score: Raw -843176.301906 + Penalty 3009.681379 = -840166.620528
  nChanged 14
		SP:Iteration 50Q (200025.770000 sec): 3 clusters
  Score: Raw -843178.672305 + Penalty 3009.681379 = -840168.990927
  nChanged 13
		SP:Iteration 51Q (200026.000000 sec): 3 clusters
  Score: Raw -843180.878509 + Penalty 3009.681379 = -840171.197131
  nChanged 17
		SP:Iteration 52Q (200026.260000 sec): 3 clusters
  Score: Raw -843183.715805 + Penalty 3009.681379 = -840174.034426
  nChanged 15
		SP:Iteration 53Q (200026.490000 sec): 3 clusters
  Score: Raw -843185.713609 + Penalty 3009.681379 = -840176.032230
  nChanged 15
		SP:Iteration 54Q (200026.720000 sec): 3 clusters
  Score: Raw -843187.438116 + Penalty 3009.681379 = -840177.756737
  nChanged 18
		SP:Iteration 55Q (200026.910000 sec): 3 clusters
  Score: Raw -843189.709502 + Penalty 3009.681379 = -840180.028123
  nChanged 12
		SP:Iteration 56Q (200027.130000 sec): 3 clusters
  Score: Raw -843191.192815 + Penalty 3009.681379 = -840181.511436
  nChanged 9
		SP:Iteration 57Q (200027.350000 sec): 3 clusters
  Score: Raw -843192.244557 + Penalty 3009.681379 = -840182.563178
  nChanged 9
		SP:Iteration 58Q (200027.580000 sec): 3 clusters
  Score: Raw -843193.245452 + Penalty 3009.681379 = -840183.564073
  nChanged 5
		SP:Iteration 59Q (200027.830000 sec): 3 clusters
  Score: Raw -843194.106776 + Penalty 3009.681379 = -840184.425397
  nChanged 9
		SP:Iteration 60F (200028.020000 sec): 3 clusters
  Score: Raw -843195.250093 + Penalty 3009.681379 = -840185.568714
  nChanged 9
		SP:Iteration 61Q (200028.240000 sec): 3 clusters
  Score: Raw -843196.495929 + Penalty 3009.681379 = -840186.814550
  nChanged 11
		SP:Iteration 62Q (200028.460000 sec): 3 clusters
  Score: Raw -843197.983141 + Penalty 3009.681379 = -840188.301762
  nChanged 11
		SP:Iteration 63Q (200028.730000 sec): 3 clusters
  Score: Raw -843199.084845 + Penalty 3009.681379 = -840189.403467
  nChanged 2
		SP:Iteration 64Q (200028.940000 sec): 3 clusters
  Score: Raw -843199.297310 + Penalty 3009.681379 = -840189.615932
  nChanged 3
		SP:Iteration 65Q (200029.210000 sec): 3 clusters
  Score: Raw -843199.525088 + Penalty 3009.681379 = -840189.843710
  nChanged 5
		SP:Iteration 66Q (200029.430000 sec): 3 clusters
  Score: Raw -843200.119149 + Penalty 3009.681379 = -840190.437771
  nChanged 5
		SP:Iteration 67Q (200029.700000 sec): 3 clusters
  Score: Raw -843200.720988 + Penalty 3009.681379 = -840191.039609
  nChanged 6
		SP:Iteration 68Q (200029.900000 sec): 3 clusters
  Score: Raw -843201.288158 + Penalty 3009.681379 = -840191.606779
  nChanged 8
		SP:Iteration 69Q (200030.130000 sec): 3 clusters
  Score: Raw -843202.665928 + Penalty 3009.681379 = -840192.984549
  nChanged 7
		SP:Iteration 70Q (200030.340000 sec): 3 clusters
  Score: Raw -843203.396176 + Penalty 3009.681379 = -840193.714797
  nChanged 11
		SP:Iteration 71Q (200030.540000 sec): 3 clusters
  Score: Raw -843204.363121 + Penalty 3009.681379 = -840194.681742
  nChanged 5
		SP:Iteration 72Q (200030.760000 sec): 3 clusters
  Score: Raw -843204.886226 + Penalty 3009.681379 = -840195.204847
  nChanged 6
		SP:Iteration 73Q (200031.000000 sec): 3 clusters
  Score: Raw -843205.376727 + Penalty 3009.681379 = -840195.695348
  nChanged 7
		SP:Iteration 74Q (200031.280000 sec): 3 clusters
  Score: Raw -843206.234533 + Penalty 3009.681379 = -840196.553154
  nChanged 4
		SP:Iteration 75Q (200031.500000 sec): 3 clusters
  Score: Raw -843206.420380 + Penalty 3009.681379 = -840196.739001
  nChanged 4
		SP:Iteration 76Q (200031.730000 sec): 3 clusters
  Score: Raw -843206.863693 + Penalty 3009.681379 = -840197.182314
  nChanged 5
		SP:Iteration 77Q (200031.980000 sec): 3 clusters
  Score: Raw -843207.500093 + Penalty 3009.681379 = -840197.818715
  nChanged 6
		SP:Iteration 78Q (200032.160000 sec): 3 clusters
  Score: Raw -843208.105509 + Penalty 3009.681379 = -840198.424131
  nChanged 7
		SP:Iteration 79Q (200032.410000 sec): 3 clusters
  Score: Raw -843208.931638 + Penalty 3009.681379 = -840199.250260
  nChanged 7
		SP:Iteration 80F (200032.630000 sec): 3 clusters
  Score: Raw -843209.692388 + Penalty 3009.681379 = -840200.011010
  nChanged 11
		SP:Iteration 81Q (200032.910000 sec): 3 clusters
  Score: Raw -843211.124049 + Penalty 3009.681379 = -840201.442671
  nChanged 16
		SP:Iteration 82Q (200033.140000 sec): 3 clusters
  Score: Raw -843213.259613 + Penalty 3009.681379 = -840203.578234
  nChanged 13
		SP:Iteration 83Q (200033.370000 sec): 3 clusters
  Score: Raw -843214.869044 + Penalty 3009.681379 = -840205.187666
  nChanged 13
		SP:Iteration 84Q (200033.610000 sec): 3 clusters
  Score: Raw -843216.199729 + Penalty 3009.681379 = -840206.518350
  nChanged 13
		SP:Iteration 85Q (200033.860000 sec): 3 clusters
  Score: Raw -843217.842550 + Penalty 3009.681379 = -840208.161171
  nChanged 12
		SP:Iteration 86Q (200034.110000 sec): 3 clusters
  Score: Raw -843218.930633 + Penalty 3009.681379 = -840209.249254
  nChanged 8
		SP:Iteration 87Q (200034.330000 sec): 3 clusters
  Score: Raw -843219.653058 + Penalty 3009.681379 = -840209.971679
  nChanged 10
		SP:Iteration 88Q (200034.620000 sec): 3 clusters
  Score: Raw -843220.788939 + Penalty 3009.681379 = -840211.107560
  nChanged 14
		SP:Iteration 89Q (200034.820000 sec): 3 clusters
  Score: Raw -843222.030174 + Penalty 3009.681379 = -840212.348795
  nChanged 7
		SP:Iteration 90Q (200035.060000 sec): 3 clusters
  Score: Raw -843222.525841 + Penalty 3009.681379 = -840212.844462
  nChanged 7
		SP:Iteration 91Q (200035.320000 sec): 3 clusters
  Score: Raw -843223.530079 + Penalty 3009.681379 = -840213.848700
  nChanged 6
		SP:Iteration 92Q (200035.580000 sec): 3 clusters
  Score: Raw -843224.518389 + Penalty 3009.681379 = -840214.837011
  nChanged 7
		SP:Iteration 93Q (200035.760000 sec): 3 clusters
  Score: Raw -843225.601547 + Penalty 3009.681379 = -840215.920168
  nChanged 9
		SP:Iteration 94Q (200036.000000 sec): 3 clusters
  Score: Raw -843226.567794 + Penalty 3009.681379 = -840216.886415
  nChanged 8
		SP:Iteration 95Q (200036.230000 sec): 3 clusters
  Score: Raw -843227.594202 + Penalty 3009.681379 = -840217.912824
  nChanged 8
		SP:Iteration 96Q (200036.470000 sec): 3 clusters
  Score: Raw -843228.419288 + Penalty 3009.681379 = -840218.737909
  nChanged 4
		SP:Iteration 97Q (200036.740000 sec): 3 clusters
  Score: Raw -843228.915611 + Penalty 3009.681379 = -840219.234233
  nChanged 0
		SP:Iteration 98F (200036.980000 sec): 3 clusters
  Score: Raw -843228.915611 + Penalty 3009.681379 = -840219.234233
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 35 (24644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200037.170000 sec): 2 clusters
  Score: Raw -2031921.548550 + Penalty 1643.246921 = -2030278.301629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200037.460000 sec): 3 clusters
  Score: Raw -2016855.611353 + Penalty 3286.493841 = -2013569.117512
  nChanged 11250
		SP:Iteration 1F (200037.770000 sec): 3 clusters
  Score: Raw -2023191.019737 + Penalty 3286.493841 = -2019904.525896
  nChanged 1287
		SP:Iteration 2F (200038.110000 sec): 3 clusters
  Score: Raw -2023724.253651 + Penalty 3286.493841 = -2020437.759810
  nChanged 1300
		SP:Iteration 3F (200038.420000 sec): 3 clusters
  Score: Raw -2024315.117414 + Penalty 3286.493841 = -2021028.623573
  nChanged 1367
		SP:Iteration 4F (200038.710000 sec): 3 clusters
  Score: Raw -2024999.992703 + Penalty 3286.493841 = -2021713.498862
  nChanged 1475
		SP:Iteration 5F (200039.010000 sec): 3 clusters
  Score: Raw -2025945.790209 + Penalty 3286.493841 = -2022659.296367
  nChanged 1652
		SP:Iteration 6F (200039.300000 sec): 3 clusters
  Score: Raw -2027155.523720 + Penalty 3286.493841 = -2023869.029879
  nChanged 1605
		SP:Iteration 7F (200039.620000 sec): 3 clusters
  Score: Raw -2028497.354436 + Penalty 3286.493841 = -2025210.860595
  nChanged 1396
		SP:Iteration 8F (200039.890000 sec): 3 clusters
  Score: Raw -2029682.565996 + Penalty 3286.493841 = -2026396.072155
  nChanged 976
		SP:Iteration 9Q (200040.250000 sec): 3 clusters
  Score: Raw -2030459.730741 + Penalty 3286.493841 = -2027173.236900
  nChanged 685
		SP:Iteration 10Q (200040.540000 sec): 3 clusters
  Score: Raw -2031008.838204 + Penalty 3286.493841 = -2027722.344363
  nChanged 507
		SP:Iteration 11Q (200040.850000 sec): 3 clusters
  Score: Raw -2031426.220436 + Penalty 3286.493841 = -2028139.726595
  nChanged 354
		SP:Iteration 12Q (200041.140000 sec): 3 clusters
  Score: Raw -2031715.106705 + Penalty 3286.493841 = -2028428.612864
  nChanged 246
		SP:Iteration 13Q (200041.430000 sec): 3 clusters
  Score: Raw -2031901.514108 + Penalty 3286.493841 = -2028615.020267
  nChanged 170
		SP:Iteration 14Q (200041.710000 sec): 3 clusters
  Score: Raw -2032014.239544 + Penalty 3286.493841 = -2028727.745703
  nChanged 113
		SP:Iteration 15Q (200042.010000 sec): 3 clusters
  Score: Raw -2032079.226622 + Penalty 3286.493841 = -2028792.732781
  nChanged 77
		SP:Iteration 16Q (200042.260000 sec): 3 clusters
  Score: Raw -2032124.351702 + Penalty 3286.493841 = -2028837.857861
  nChanged 44
		SP:Iteration 17Q (200042.580000 sec): 3 clusters
  Score: Raw -2032144.911869 + Penalty 3286.493841 = -2028858.418028
  nChanged 29
		SP:Iteration 18Q (200042.850000 sec): 3 clusters
  Score: Raw -2032159.062353 + Penalty 3286.493841 = -2028872.568512
  nChanged 24
		SP:Iteration 19Q (200043.190000 sec): 3 clusters
  Score: Raw -2032170.907066 + Penalty 3286.493841 = -2028884.413225
  nChanged 18
		SP:Iteration 20F (200043.420000 sec): 3 clusters
  Score: Raw -2032177.066205 + Penalty 3286.493841 = -2028890.572364
  nChanged 9
		SP:Iteration 21Q (200043.700000 sec): 3 clusters
  Score: Raw -2032181.170699 + Penalty 3286.493841 = -2028894.676858
  nChanged 15
		SP:Iteration 22Q (200043.970000 sec): 3 clusters
  Score: Raw -2032189.093854 + Penalty 3286.493841 = -2028902.600013
  nChanged 13
		SP:Iteration 23Q (200044.270000 sec): 3 clusters
  Score: Raw -2032194.106018 + Penalty 3286.493841 = -2028907.612177
  nChanged 7
		SP:Iteration 24Q (200044.520000 sec): 3 clusters
  Score: Raw -2032196.566021 + Penalty 3286.493841 = -2028910.072179
  nChanged 7
		SP:Iteration 25Q (200044.810000 sec): 3 clusters
  Score: Raw -2032199.208848 + Penalty 3286.493841 = -2028912.715007
  nChanged 9
		SP:Iteration 26Q (200045.090000 sec): 3 clusters
  Score: Raw -2032203.314146 + Penalty 3286.493841 = -2028916.820305
  nChanged 7
		SP:Iteration 27Q (200045.370000 sec): 3 clusters
  Score: Raw -2032205.942204 + Penalty 3286.493841 = -2028919.448363
  nChanged 6
		SP:Iteration 28Q (200045.640000 sec): 3 clusters
  Score: Raw -2032209.467286 + Penalty 3286.493841 = -2028922.973445
  nChanged 6
		SP:Iteration 29Q (200045.970000 sec): 3 clusters
  Score: Raw -2032212.546176 + Penalty 3286.493841 = -2028926.052335
  nChanged 9
		SP:Iteration 30Q (200046.210000 sec): 3 clusters
  Score: Raw -2032218.329461 + Penalty 3286.493841 = -2028931.835620
  nChanged 11
		SP:Iteration 31Q (200046.500000 sec): 3 clusters
  Score: Raw -2032223.968151 + Penalty 3286.493841 = -2028937.474310
  nChanged 7
		SP:Iteration 32Q (200046.750000 sec): 3 clusters
  Score: Raw -2032228.616886 + Penalty 3286.493841 = -2028942.123045
  nChanged 7
		SP:Iteration 33Q (200047.020000 sec): 3 clusters
  Score: Raw -2032232.389259 + Penalty 3286.493841 = -2028945.895418
  nChanged 6
		SP:Iteration 34Q (200047.320000 sec): 3 clusters
  Score: Raw -2032235.330314 + Penalty 3286.493841 = -2028948.836472
  nChanged 7
		SP:Iteration 35Q (200047.620000 sec): 3 clusters
  Score: Raw -2032239.856409 + Penalty 3286.493841 = -2028953.362568
  nChanged 5
		SP:Iteration 36Q (200047.930000 sec): 3 clusters
  Score: Raw -2032243.279563 + Penalty 3286.493841 = -2028956.785721
  nChanged 6
		SP:Iteration 37Q (200048.270000 sec): 3 clusters
  Score: Raw -2032245.962361 + Penalty 3286.493841 = -2028959.468519
  nChanged 3
		SP:Iteration 38Q (200048.580000 sec): 3 clusters
  Score: Raw -2032247.098127 + Penalty 3286.493841 = -2028960.604285
  nChanged 3
		SP:Iteration 39Q (200048.870000 sec): 3 clusters
  Score: Raw -2032248.224566 + Penalty 3286.493841 = -2028961.730725
  nChanged 1
		SP:Iteration 40F (200049.160000 sec): 3 clusters
  Score: Raw -2032248.922136 + Penalty 3286.493841 = -2028962.428295
  nChanged 3
		SP:Iteration 41Q (200049.450000 sec): 3 clusters
  Score: Raw -2032249.992604 + Penalty 3286.493841 = -2028963.498762
  nChanged 1
		SP:Iteration 42Q (200049.700000 sec): 3 clusters
  Score: Raw -2032250.597293 + Penalty 3286.493841 = -2028964.103452
  nChanged 1
		SP:Iteration 43Q (200049.990000 sec): 3 clusters
  Score: Raw -2032250.912224 + Penalty 3286.493841 = -2028964.418383
  nChanged 0
		SP:Iteration 44F (200050.240000 sec): 3 clusters
  Score: Raw -2032250.912224 + Penalty 3286.493841 = -2028964.418383
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 36 (22677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200050.400000 sec): 2 clusters
  Score: Raw -1934958.701729 + Penalty 1629.729802 = -1933328.971927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200050.730000 sec): 3 clusters
  Score: Raw -1921154.701622 + Penalty 3259.459604 = -1917895.242018
  nChanged 10172
		SP:Iteration 1F (200051.000000 sec): 3 clusters
  Score: Raw -1926802.941141 + Penalty 3259.459604 = -1923543.481537
  nChanged 1053
		SP:Iteration 2Q (200051.300000 sec): 3 clusters
  Score: Raw -1927138.056215 + Penalty 3259.459604 = -1923878.596611
  nChanged 901
		SP:Iteration 3Q (200051.570000 sec): 3 clusters
  Score: Raw -1927447.702597 + Penalty 3259.459604 = -1924188.242993
  nChanged 897
		SP:Iteration 4Q (200051.880000 sec): 3 clusters
  Score: Raw -1927759.238019 + Penalty 3259.459604 = -1924499.778415
  nChanged 866
		SP:Iteration 5Q (200052.190000 sec): 3 clusters
  Score: Raw -1928071.531440 + Penalty 3259.459604 = -1924812.071836
  nChanged 871
		SP:Iteration 6Q (200052.530000 sec): 3 clusters
  Score: Raw -1928434.708099 + Penalty 3259.459604 = -1925175.248494
  nChanged 910
		SP:Iteration 7Q (200052.750000 sec): 3 clusters
  Score: Raw -1928870.095095 + Penalty 3259.459604 = -1925610.635491
  nChanged 966
		SP:Iteration 8Q (200053.080000 sec): 3 clusters
  Score: Raw -1929396.138411 + Penalty 3259.459604 = -1926136.678807
  nChanged 1042
		SP:Iteration 9Q (200053.350000 sec): 3 clusters
  Score: Raw -1930034.573392 + Penalty 3259.459604 = -1926775.113788
  nChanged 1108
		SP:Iteration 10Q (200053.560000 sec): 3 clusters
  Score: Raw -1930766.382806 + Penalty 3259.459604 = -1927506.923202
  nChanged 1157
		SP:Iteration 11F (200053.840000 sec): 3 clusters
  Score: Raw -1931511.040922 + Penalty 3259.459604 = -1928251.581318
  nChanged 1012
		SP:Iteration 12Q (200054.140000 sec): 3 clusters
  Score: Raw -1932047.162421 + Penalty 3259.459604 = -1928787.702817
  nChanged 782
		SP:Iteration 13Q (200054.390000 sec): 3 clusters
  Score: Raw -1932386.431743 + Penalty 3259.459604 = -1929126.972139
  nChanged 640
		SP:Iteration 14Q (200054.640000 sec): 3 clusters
  Score: Raw -1932632.621203 + Penalty 3259.459604 = -1929373.161599
  nChanged 523
		SP:Iteration 15Q (200054.930000 sec): 3 clusters
  Score: Raw -1932803.092612 + Penalty 3259.459604 = -1929543.633008
  nChanged 430
		SP:Iteration 16Q (200055.150000 sec): 3 clusters
  Score: Raw -1932939.357569 + Penalty 3259.459604 = -1929679.897965
  nChanged 387
		SP:Iteration 17Q (200055.390000 sec): 3 clusters
  Score: Raw -1933058.453578 + Penalty 3259.459604 = -1929798.993974
  nChanged 338
		SP:Iteration 18Q (200055.600000 sec): 3 clusters
  Score: Raw -1933145.880839 + Penalty 3259.459604 = -1929886.421235
  nChanged 315
		SP:Iteration 19Q (200055.810000 sec): 3 clusters
  Score: Raw -1933227.024705 + Penalty 3259.459604 = -1929967.565101
  nChanged 326
		SP:Iteration 20F (200056.020000 sec): 3 clusters
  Score: Raw -1933311.473398 + Penalty 3259.459604 = -1930052.013794
  nChanged 305
		SP:Iteration 21Q (200056.260000 sec): 3 clusters
  Score: Raw -1933390.330449 + Penalty 3259.459604 = -1930130.870845
  nChanged 301
		SP:Iteration 22Q (200056.510000 sec): 3 clusters
  Score: Raw -1933470.466542 + Penalty 3259.459604 = -1930211.006938
  nChanged 296
		SP:Iteration 23Q (200056.770000 sec): 3 clusters
  Score: Raw -1933547.172424 + Penalty 3259.459604 = -1930287.712819
  nChanged 268
		SP:Iteration 24Q (200057.070000 sec): 3 clusters
  Score: Raw -1933622.466659 + Penalty 3259.459604 = -1930363.007055
  nChanged 290
		SP:Iteration 25Q (200057.350000 sec): 3 clusters
  Score: Raw -1933704.492316 + Penalty 3259.459604 = -1930445.032712
  nChanged 314
		SP:Iteration 26Q (200057.610000 sec): 3 clusters
  Score: Raw -1933790.361773 + Penalty 3259.459604 = -1930530.902169
  nChanged 344
		SP:Iteration 27Q (200057.880000 sec): 3 clusters
  Score: Raw -1933894.067533 + Penalty 3259.459604 = -1930634.607929
  nChanged 333
		SP:Iteration 28Q (200058.150000 sec): 3 clusters
  Score: Raw -1933990.910130 + Penalty 3259.459604 = -1930731.450526
  nChanged 323
		SP:Iteration 29Q (200058.500000 sec): 3 clusters
  Score: Raw -1934083.241601 + Penalty 3259.459604 = -1930823.781997
  nChanged 295
		SP:Iteration 30Q (200058.840000 sec): 3 clusters
  Score: Raw -1934171.347598 + Penalty 3259.459604 = -1930911.887994
  nChanged 280
		SP:Iteration 31Q (200059.130000 sec): 3 clusters
  Score: Raw -1934250.505659 + Penalty 3259.459604 = -1930991.046055
  nChanged 276
		SP:Iteration 32Q (200059.450000 sec): 3 clusters
  Score: Raw -1934338.964382 + Penalty 3259.459604 = -1931079.504778
  nChanged 265
		SP:Iteration 33Q (200059.720000 sec): 3 clusters
  Score: Raw -1934425.904178 + Penalty 3259.459604 = -1931166.444574
  nChanged 261
		SP:Iteration 34Q (200060.050000 sec): 3 clusters
  Score: Raw -1934511.191617 + Penalty 3259.459604 = -1931251.732013
  nChanged 242
		SP:Iteration 35Q (200060.340000 sec): 3 clusters
  Score: Raw -1934587.696450 + Penalty 3259.459604 = -1931328.236846
  nChanged 215
		SP:Iteration 36Q (200060.660000 sec): 3 clusters
  Score: Raw -1934651.623747 + Penalty 3259.459604 = -1931392.164143
  nChanged 182
		SP:Iteration 37Q (200060.900000 sec): 3 clusters
  Score: Raw -1934709.110652 + Penalty 3259.459604 = -1931449.651048
  nChanged 185
		SP:Iteration 38Q (200061.210000 sec): 3 clusters
  Score: Raw -1934768.891632 + Penalty 3259.459604 = -1931509.432028
  nChanged 165
		SP:Iteration 39Q (200061.540000 sec): 3 clusters
  Score: Raw -1934816.284440 + Penalty 3259.459604 = -1931556.824836
  nChanged 132
		SP:Iteration 40F (200061.820000 sec): 3 clusters
  Score: Raw -1934850.647090 + Penalty 3259.459604 = -1931591.187486
  nChanged 137
		SP:Iteration 41Q (200062.240000 sec): 3 clusters
  Score: Raw -1934889.703248 + Penalty 3259.459604 = -1931630.243644
  nChanged 122
		SP:Iteration 42Q (200062.500000 sec): 3 clusters
  Score: Raw -1934925.490006 + Penalty 3259.459604 = -1931666.030402
  nChanged 127
		SP:Iteration 43Q (200062.790000 sec): 3 clusters
  Score: Raw -1934965.136975 + Penalty 3259.459604 = -1931705.677371
  nChanged 109
		SP:Iteration 44Q (200063.110000 sec): 3 clusters
  Score: Raw -1934996.537924 + Penalty 3259.459604 = -1931737.078320
  nChanged 99
		SP:Iteration 45Q (200063.420000 sec): 3 clusters
  Score: Raw -1935027.673571 + Penalty 3259.459604 = -1931768.213967
  nChanged 81
		SP:Iteration 46Q (200063.710000 sec): 3 clusters
  Score: Raw -1935051.382696 + Penalty 3259.459604 = -1931791.923092
  nChanged 72
		SP:Iteration 47Q (200064.060000 sec): 3 clusters
  Score: Raw -1935072.801646 + Penalty 3259.459604 = -1931813.342042
  nChanged 80
		SP:Iteration 48Q (200064.360000 sec): 3 clusters
  Score: Raw -1935096.525590 + Penalty 3259.459604 = -1931837.065986
  nChanged 86
		SP:Iteration 49Q (200064.630000 sec): 3 clusters
  Score: Raw -1935122.537948 + Penalty 3259.459604 = -1931863.078344
  nChanged 72
		SP:Iteration 50Q (200064.940000 sec): 3 clusters
  Score: Raw -1935140.689462 + Penalty 3259.459604 = -1931881.229858
  nChanged 62
		SP:Iteration 51Q (200065.210000 sec): 3 clusters
  Score: Raw -1935159.548637 + Penalty 3259.459604 = -1931900.089033
  nChanged 55
		SP:Iteration 52Q (200065.510000 sec): 3 clusters
  Score: Raw -1935173.624912 + Penalty 3259.459604 = -1931914.165308
  nChanged 34
		SP:Iteration 53Q (200065.770000 sec): 3 clusters
  Score: Raw -1935184.732300 + Penalty 3259.459604 = -1931925.272696
  nChanged 34
		SP:Iteration 54Q (200066.110000 sec): 3 clusters
  Score: Raw -1935194.141195 + Penalty 3259.459604 = -1931934.681591
  nChanged 25
		SP:Iteration 55Q (200066.430000 sec): 3 clusters
  Score: Raw -1935202.558203 + Penalty 3259.459604 = -1931943.098599
  nChanged 34
		SP:Iteration 56Q (200066.720000 sec): 3 clusters
  Score: Raw -1935213.215973 + Penalty 3259.459604 = -1931953.756369
  nChanged 37
		SP:Iteration 57Q (200066.980000 sec): 3 clusters
  Score: Raw -1935222.344921 + Penalty 3259.459604 = -1931962.885317
  nChanged 27
		SP:Iteration 58Q (200067.290000 sec): 3 clusters
  Score: Raw -1935229.005995 + Penalty 3259.459604 = -1931969.546391
  nChanged 25
		SP:Iteration 59Q (200067.590000 sec): 3 clusters
  Score: Raw -1935235.496831 + Penalty 3259.459604 = -1931976.037227
  nChanged 24
		SP:Iteration 60F (200067.880000 sec): 3 clusters
  Score: Raw -1935241.724225 + Penalty 3259.459604 = -1931982.264621
  nChanged 24
		SP:Iteration 61Q (200068.190000 sec): 3 clusters
  Score: Raw -1935246.687176 + Penalty 3259.459604 = -1931987.227572
  nChanged 15
		SP:Iteration 62Q (200068.500000 sec): 3 clusters
  Score: Raw -1935250.142681 + Penalty 3259.459604 = -1931990.683077
  nChanged 18
		SP:Iteration 63Q (200068.820000 sec): 3 clusters
  Score: Raw -1935253.941754 + Penalty 3259.459604 = -1931994.482150
  nChanged 10
		SP:Iteration 64Q (200069.080000 sec): 3 clusters
  Score: Raw -1935256.182338 + Penalty 3259.459604 = -1931996.722734
  nChanged 4
		SP:Iteration 65Q (200069.380000 sec): 3 clusters
  Score: Raw -1935257.165595 + Penalty 3259.459604 = -1931997.705991
  nChanged 4
		SP:Iteration 66Q (200069.710000 sec): 3 clusters
  Score: Raw -1935258.176470 + Penalty 3259.459604 = -1931998.716866
  nChanged 5
		SP:Iteration 67Q (200069.940000 sec): 3 clusters
  Score: Raw -1935259.931494 + Penalty 3259.459604 = -1932000.471890
  nChanged 7
		SP:Iteration 68Q (200070.280000 sec): 3 clusters
  Score: Raw -1935261.678482 + Penalty 3259.459604 = -1932002.218878
  nChanged 4
		SP:Iteration 69Q (200070.500000 sec): 3 clusters
  Score: Raw -1935262.960120 + Penalty 3259.459604 = -1932003.500516
  nChanged 8
		SP:Iteration 70Q (200070.810000 sec): 3 clusters
  Score: Raw -1935264.882181 + Penalty 3259.459604 = -1932005.422577
  nChanged 4
		SP:Iteration 71Q (200071.080000 sec): 3 clusters
  Score: Raw -1935266.556861 + Penalty 3259.459604 = -1932007.097257
  nChanged 14
		SP:Iteration 72Q (200071.390000 sec): 3 clusters
  Score: Raw -1935270.479407 + Penalty 3259.459604 = -1932011.019803
  nChanged 13
		SP:Iteration 73Q (200071.720000 sec): 3 clusters
  Score: Raw -1935273.390452 + Penalty 3259.459604 = -1932013.930847
  nChanged 12
		SP:Iteration 74Q (200072.040000 sec): 3 clusters
  Score: Raw -1935275.937964 + Penalty 3259.459604 = -1932016.478360
  nChanged 12
		SP:Iteration 75Q (200072.300000 sec): 3 clusters
  Score: Raw -1935278.467131 + Penalty 3259.459604 = -1932019.007527
  nChanged 9
		SP:Iteration 76Q (200072.590000 sec): 3 clusters
  Score: Raw -1935280.418853 + Penalty 3259.459604 = -1932020.959249
  nChanged 10
		SP:Iteration 77Q (200072.950000 sec): 3 clusters
  Score: Raw -1935282.119505 + Penalty 3259.459604 = -1932022.659901
  nChanged 6
		SP:Iteration 78Q (200073.200000 sec): 3 clusters
  Score: Raw -1935283.353236 + Penalty 3259.459604 = -1932023.893632
  nChanged 6
		SP:Iteration 79Q (200073.520000 sec): 3 clusters
  Score: Raw -1935284.474769 + Penalty 3259.459604 = -1932025.015165
  nChanged 4
		SP:Iteration 80F (200073.850000 sec): 3 clusters
  Score: Raw -1935285.235576 + Penalty 3259.459604 = -1932025.775972
  nChanged 3
		SP:Iteration 81Q (200074.160000 sec): 3 clusters
  Score: Raw -1935286.008905 + Penalty 3259.459604 = -1932026.549301
  nChanged 4
		SP:Iteration 82Q (200074.430000 sec): 3 clusters
  Score: Raw -1935287.138351 + Penalty 3259.459604 = -1932027.678747
  nChanged 1
		SP:Iteration 83Q (200074.740000 sec): 3 clusters
  Score: Raw -1935287.627110 + Penalty 3259.459604 = -1932028.167506
  nChanged 3
		SP:Iteration 84Q (200074.990000 sec): 3 clusters
  Score: Raw -1935288.662271 + Penalty 3259.459604 = -1932029.202667
  nChanged 3
		SP:Iteration 85Q (200075.280000 sec): 3 clusters
  Score: Raw -1935289.414211 + Penalty 3259.459604 = -1932029.954607
  nChanged 2
		SP:Iteration 86Q (200075.510000 sec): 3 clusters
  Score: Raw -1935289.642373 + Penalty 3259.459604 = -1932030.182769
  nChanged 2
		SP:Iteration 87Q (200075.850000 sec): 3 clusters
  Score: Raw -1935289.901748 + Penalty 3259.459604 = -1932030.442144
  nChanged 2
		SP:Iteration 88Q (200076.120000 sec): 3 clusters
  Score: Raw -1935290.437427 + Penalty 3259.459604 = -1932030.977823
  nChanged 2
		SP:Iteration 89Q (200076.440000 sec): 3 clusters
  Score: Raw -1935290.749385 + Penalty 3259.459604 = -1932031.289780
  nChanged 1
		SP:Iteration 90Q (200076.640000 sec): 3 clusters
  Score: Raw -1935291.046263 + Penalty 3259.459604 = -1932031.586659
  nChanged 2
		SP:Iteration 91Q (200076.970000 sec): 3 clusters
  Score: Raw -1935291.569957 + Penalty 3259.459604 = -1932032.110353
  nChanged 3
		SP:Iteration 92Q (200077.230000 sec): 3 clusters
  Score: Raw -1935292.286697 + Penalty 3259.459604 = -1932032.827093
  nChanged 1
		SP:Iteration 93Q (200077.470000 sec): 3 clusters
  Score: Raw -1935292.464162 + Penalty 3259.459604 = -1932033.004558
  nChanged 1
		SP:Iteration 94Q (200077.840000 sec): 3 clusters
  Score: Raw -1935292.544306 + Penalty 3259.459604 = -1932033.084702
  nChanged 1
		SP:Iteration 95Q (200078.090000 sec): 3 clusters
  Score: Raw -1935292.686501 + Penalty 3259.459604 = -1932033.226897
  nChanged 0
		SP:Iteration 96F (200078.390000 sec): 3 clusters
  Score: Raw -1935292.686501 + Penalty 3259.459604 = -1932033.226897
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 37 (1803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200078.480000 sec): 2 clusters
  Score: Raw -152741.678931 + Penalty 1218.296174 = -151523.382757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200078.660000 sec): 3 clusters
  Score: Raw -152057.308240 + Penalty 2436.592348 = -149620.715892
  nChanged 602
		SP:Iteration 1F (200078.870000 sec): 3 clusters
  Score: Raw -152486.545554 + Penalty 2436.592348 = -150049.953206
  nChanged 144
		SP:Iteration 2F (200079.020000 sec): 3 clusters
  Score: Raw -152605.670757 + Penalty 2436.592348 = -150169.078409
  nChanged 102
		SP:Iteration 3F (200079.240000 sec): 3 clusters
  Score: Raw -152686.485055 + Penalty 2436.592348 = -150249.892707
  nChanged 85
		SP:Iteration 4Q (200079.390000 sec): 3 clusters
  Score: Raw -152756.094855 + Penalty 2436.592348 = -150319.502508
  nChanged 59
		SP:Iteration 5Q (200079.600000 sec): 3 clusters
  Score: Raw -152797.352503 + Penalty 2436.592348 = -150360.760155
  nChanged 43
		SP:Iteration 6Q (200079.760000 sec): 3 clusters
  Score: Raw -152821.380946 + Penalty 2436.592348 = -150384.788599
  nChanged 31
		SP:Iteration 7Q (200079.940000 sec): 3 clusters
  Score: Raw -152838.178175 + Penalty 2436.592348 = -150401.585827
  nChanged 22
		SP:Iteration 8Q (200080.100000 sec): 3 clusters
  Score: Raw -152852.151307 + Penalty 2436.592348 = -150415.558959
  nChanged 25
		SP:Iteration 9Q (200080.310000 sec): 3 clusters
  Score: Raw -152864.185062 + Penalty 2436.592348 = -150427.592715
  nChanged 21
		SP:Iteration 10Q (200080.460000 sec): 3 clusters
  Score: Raw -152874.702282 + Penalty 2436.592348 = -150438.109934
  nChanged 27
		SP:Iteration 11Q (200080.680000 sec): 3 clusters
  Score: Raw -152892.254358 + Penalty 2436.592348 = -150455.662010
  nChanged 17
		SP:Iteration 12Q (200080.860000 sec): 3 clusters
  Score: Raw -152905.008008 + Penalty 2436.592348 = -150468.415660
  nChanged 23
		SP:Iteration 13Q (200081.060000 sec): 3 clusters
  Score: Raw -152920.364789 + Penalty 2436.592348 = -150483.772441
  nChanged 29
		SP:Iteration 14Q (200081.230000 sec): 3 clusters
  Score: Raw -152943.641199 + Penalty 2436.592348 = -150507.048852
  nChanged 30
		SP:Iteration 15Q (200081.450000 sec): 3 clusters
  Score: Raw -152964.380031 + Penalty 2436.592348 = -150527.787683
  nChanged 15
		SP:Iteration 16Q (200081.590000 sec): 3 clusters
  Score: Raw -152973.377102 + Penalty 2436.592348 = -150536.784755
  nChanged 12
		SP:Iteration 17Q (200081.770000 sec): 3 clusters
  Score: Raw -152979.882606 + Penalty 2436.592348 = -150543.290258
  nChanged 9
		SP:Iteration 18Q (200081.970000 sec): 3 clusters
  Score: Raw -152984.985879 + Penalty 2436.592348 = -150548.393531
  nChanged 6
		SP:Iteration 19Q (200082.190000 sec): 3 clusters
  Score: Raw -152988.256893 + Penalty 2436.592348 = -150551.664546
  nChanged 9
		SP:Iteration 20F (200082.350000 sec): 3 clusters
  Score: Raw -152995.918013 + Penalty 2436.592348 = -150559.325665
  nChanged 9
		SP:Iteration 21Q (200082.540000 sec): 3 clusters
  Score: Raw -153000.370562 + Penalty 2436.592348 = -150563.778215
  nChanged 9
		SP:Iteration 22Q (200082.780000 sec): 3 clusters
  Score: Raw -153004.281376 + Penalty 2436.592348 = -150567.689029
  nChanged 5
		SP:Iteration 23Q (200082.970000 sec): 3 clusters
  Score: Raw -153006.870312 + Penalty 2436.592348 = -150570.277965
  nChanged 4
		SP:Iteration 24Q (200083.140000 sec): 3 clusters
  Score: Raw -153008.263856 + Penalty 2436.592348 = -150571.671508
  nChanged 3
		SP:Iteration 25Q (200083.360000 sec): 3 clusters
  Score: Raw -153009.899093 + Penalty 2436.592348 = -150573.306745
  nChanged 2
		SP:Iteration 26Q (200083.580000 sec): 3 clusters
  Score: Raw -153010.859111 + Penalty 2436.592348 = -150574.266763
  nChanged 4
		SP:Iteration 27Q (200083.780000 sec): 3 clusters
  Score: Raw -153014.028071 + Penalty 2436.592348 = -150577.435723
  nChanged 1
		SP:Iteration 28Q (200083.970000 sec): 3 clusters
  Score: Raw -153015.170722 + Penalty 2436.592348 = -150578.578375
  nChanged 1
		SP:Iteration 29Q (200084.130000 sec): 3 clusters
  Score: Raw -153015.513589 + Penalty 2436.592348 = -150578.921242
  nChanged 1
		SP:Iteration 30Q (200084.300000 sec): 3 clusters
  Score: Raw -153016.122080 + Penalty 2436.592348 = -150579.529732
  nChanged 0
		SP:Iteration 31F (200084.480000 sec): 3 clusters
  Score: Raw -153016.122080 + Penalty 2436.592348 = -150579.529732
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 38 (44755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200084.850000 sec): 2 clusters
  Score: Raw -4230196.664974 + Penalty 1740.205748 = -4228456.459226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200085.230000 sec): 3 clusters
  Score: Raw -4201953.117770 + Penalty 3480.411496 = -4198472.706274
  nChanged 20958
		SP:Iteration 1F (200085.560000 sec): 3 clusters
  Score: Raw -4213628.544935 + Penalty 3480.411496 = -4210148.133439
  nChanged 1356
		SP:Iteration 2Q (200085.950000 sec): 3 clusters
  Score: Raw -4213888.030623 + Penalty 3480.411496 = -4210407.619127
  nChanged 1239
		SP:Iteration 3Q (200086.280000 sec): 3 clusters
  Score: Raw -4214137.753507 + Penalty 3480.411496 = -4210657.342011
  nChanged 1241
		SP:Iteration 4Q (200086.630000 sec): 3 clusters
  Score: Raw -4214417.450757 + Penalty 3480.411496 = -4210937.039261
  nChanged 1276
		SP:Iteration 5Q (200086.970000 sec): 3 clusters
  Score: Raw -4214774.604565 + Penalty 3480.411496 = -4211294.193069
  nChanged 1552
		SP:Iteration 6Q (200087.370000 sec): 3 clusters
  Score: Raw -4215328.400848 + Penalty 3480.411496 = -4211847.989352
  nChanged 2043
		SP:Iteration 7Q (200087.680000 sec): 3 clusters
  Score: Raw -4216289.874027 + Penalty 3480.411496 = -4212809.462531
  nChanged 2664
		SP:Iteration 8F (200088.040000 sec): 3 clusters
  Score: Raw -4217929.043993 + Penalty 3480.411496 = -4214448.632497
  nChanged 3361
		SP:Iteration 9F (200088.330000 sec): 3 clusters
  Score: Raw -4220545.591748 + Penalty 3480.411496 = -4217065.180252
  nChanged 3737
		SP:Iteration 10F (200088.680000 sec): 3 clusters
  Score: Raw -4223981.916681 + Penalty 3480.411496 = -4220501.505185
  nChanged 3208
		SP:Iteration 11F (200089.070000 sec): 3 clusters
  Score: Raw -4227208.036969 + Penalty 3480.411496 = -4223727.625473
  nChanged 2012
		SP:Iteration 12Q (200089.420000 sec): 3 clusters
  Score: Raw -4229197.947061 + Penalty 3480.411496 = -4225717.535565
  nChanged 783
		SP:Iteration 13Q (200089.770000 sec): 3 clusters
  Score: Raw -4229960.392684 + Penalty 3480.411496 = -4226479.981188
  nChanged 222
		SP:Iteration 14Q (200090.130000 sec): 3 clusters
  Score: Raw -4230200.710098 + Penalty 3480.411496 = -4226720.298602
  nChanged 69
		SP:Iteration 15Q (200090.470000 sec): 3 clusters
  Score: Raw -4230288.709249 + Penalty 3480.411496 = -4226808.297753
  nChanged 32
		SP:Iteration 16Q (200090.840000 sec): 3 clusters
  Score: Raw -4230328.082695 + Penalty 3480.411496 = -4226847.671199
  nChanged 19
		SP:Iteration 17Q (200091.200000 sec): 3 clusters
  Score: Raw -4230356.280096 + Penalty 3480.411496 = -4226875.868600
  nChanged 13
		SP:Iteration 18Q (200091.530000 sec): 3 clusters
  Score: Raw -4230373.466467 + Penalty 3480.411496 = -4226893.054971
  nChanged 8
		SP:Iteration 19Q (200091.880000 sec): 3 clusters
  Score: Raw -4230385.281785 + Penalty 3480.411496 = -4226904.870289
  nChanged 8
		SP:Iteration 20F (200092.290000 sec): 3 clusters
  Score: Raw -4230396.381972 + Penalty 3480.411496 = -4226915.970476
  nChanged 3
		SP:Iteration 21Q (200092.630000 sec): 3 clusters
  Score: Raw -4230400.087477 + Penalty 3480.411496 = -4226919.675981
  nChanged 3
		SP:Iteration 22Q (200092.970000 sec): 3 clusters
  Score: Raw -4230405.017709 + Penalty 3480.411496 = -4226924.606213
  nChanged 2
		SP:Iteration 23Q (200093.280000 sec): 3 clusters
  Score: Raw -4230407.186975 + Penalty 3480.411496 = -4226926.775479
  nChanged 0
		SP:Iteration 24F (200093.650000 sec): 3 clusters
  Score: Raw -4230407.186975 + Penalty 3480.411496 = -4226926.775479
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 39 (9224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200093.770000 sec): 2 clusters
  Score: Raw -755616.832277 + Penalty 1483.554160 = -754133.278117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200094.010000 sec): 3 clusters
  Score: Raw -750440.782605 + Penalty 2967.108320 = -747473.674285
  nChanged 3958
		SP:Iteration 1F (200094.230000 sec): 3 clusters
  Score: Raw -752525.273708 + Penalty 2967.108320 = -749558.165388
  nChanged 556
		SP:Iteration 2F (200094.450000 sec): 3 clusters
  Score: Raw -752768.853224 + Penalty 2967.108320 = -749801.744904
  nChanged 480
		SP:Iteration 3F (200094.670000 sec): 3 clusters
  Score: Raw -752970.961453 + Penalty 2967.108320 = -750003.853133
  nChanged 482
		SP:Iteration 4F (200094.890000 sec): 3 clusters
  Score: Raw -753215.241025 + Penalty 2967.108320 = -750248.132705
  nChanged 541
		SP:Iteration 5F (200095.120000 sec): 3 clusters
  Score: Raw -753545.396562 + Penalty 2967.108320 = -750578.288241
  nChanged 552
		SP:Iteration 6F (200095.350000 sec): 3 clusters
  Score: Raw -753922.887354 + Penalty 2967.108320 = -750955.779034
  nChanged 569
		SP:Iteration 7F (200095.560000 sec): 3 clusters
  Score: Raw -754361.532237 + Penalty 2967.108320 = -751394.423917
  nChanged 543
		SP:Iteration 8F (200095.810000 sec): 3 clusters
  Score: Raw -754828.578741 + Penalty 2967.108320 = -751861.470421
  nChanged 427
		SP:Iteration 9Q (200096.040000 sec): 3 clusters
  Score: Raw -755213.210000 + Penalty 2967.108320 = -752246.101680
  nChanged 301
		SP:Iteration 10Q (200096.260000 sec): 3 clusters
  Score: Raw -755494.935711 + Penalty 2967.108320 = -752527.827391
  nChanged 187
		SP:Iteration 11Q (200096.470000 sec): 3 clusters
  Score: Raw -755663.124030 + Penalty 2967.108320 = -752696.015710
  nChanged 94
		SP:Iteration 12Q (200096.690000 sec): 3 clusters
  Score: Raw -755750.470636 + Penalty 2967.108320 = -752783.362315
  nChanged 59
		SP:Iteration 13Q (200096.900000 sec): 3 clusters
  Score: Raw -755797.550854 + Penalty 2967.108320 = -752830.442534
  nChanged 26
		SP:Iteration 14Q (200097.130000 sec): 3 clusters
  Score: Raw -755818.151100 + Penalty 2967.108320 = -752851.042779
  nChanged 14
		SP:Iteration 15Q (200097.370000 sec): 3 clusters
  Score: Raw -755828.878096 + Penalty 2967.108320 = -752861.769776
  nChanged 9
		SP:Iteration 16Q (200097.600000 sec): 3 clusters
  Score: Raw -755840.083246 + Penalty 2967.108320 = -752872.974926
  nChanged 6
		SP:Iteration 17Q (200097.800000 sec): 3 clusters
  Score: Raw -755846.872953 + Penalty 2967.108320 = -752879.764632
  nChanged 6
		SP:Iteration 18Q (200098.020000 sec): 3 clusters
  Score: Raw -755854.509535 + Penalty 2967.108320 = -752887.401215
  nChanged 6
		SP:Iteration 19Q (200098.260000 sec): 3 clusters
  Score: Raw -755858.303115 + Penalty 2967.108320 = -752891.194794
  nChanged 4
		SP:Iteration 20F (200098.440000 sec): 3 clusters
  Score: Raw -755862.332717 + Penalty 2967.108320 = -752895.224397
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 40 (3281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200098.550000 sec): 2 clusters
  Score: Raw -276259.475191 + Penalty 1315.584324 = -274943.890867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200098.760000 sec): 3 clusters
  Score: Raw -274656.250524 + Penalty 2631.168648 = -272025.081876
  nChanged 1282
		SP:Iteration 1F (200098.950000 sec): 3 clusters
  Score: Raw -275432.179002 + Penalty 2631.168648 = -272801.010354
  nChanged 306
		SP:Iteration 2F (200099.120000 sec): 3 clusters
  Score: Raw -275669.033552 + Penalty 2631.168648 = -273037.864904
  nChanged 245
		SP:Iteration 3F (200099.310000 sec): 3 clusters
  Score: Raw -275849.864028 + Penalty 2631.168648 = -273218.695380
  nChanged 168
		SP:Iteration 4F (200099.500000 sec): 3 clusters
  Score: Raw -275984.925184 + Penalty 2631.168648 = -273353.756536
  nChanged 148
		SP:Iteration 5Q (200099.720000 sec): 3 clusters
  Score: Raw -276094.374792 + Penalty 2631.168648 = -273463.206144
  nChanged 134
		SP:Iteration 6Q (200099.900000 sec): 3 clusters
  Score: Raw -276198.408853 + Penalty 2631.168648 = -273567.240205
  nChanged 113
		SP:Iteration 7Q (200100.060000 sec): 3 clusters
  Score: Raw -276299.418878 + Penalty 2631.168648 = -273668.250230
  nChanged 124
		SP:Iteration 8Q (200100.260000 sec): 3 clusters
  Score: Raw -276393.414158 + Penalty 2631.168648 = -273762.245510
  nChanged 101
		SP:Iteration 9Q (200100.420000 sec): 3 clusters
  Score: Raw -276454.813513 + Penalty 2631.168648 = -273823.644864
  nChanged 83
		SP:Iteration 10Q (200100.570000 sec): 3 clusters
  Score: Raw -276516.572621 + Penalty 2631.168648 = -273885.403973
  nChanged 70
		SP:Iteration 11Q (200100.770000 sec): 3 clusters
  Score: Raw -276563.840585 + Penalty 2631.168648 = -273932.671937
  nChanged 63
		SP:Iteration 12Q (200100.930000 sec): 3 clusters
  Score: Raw -276597.889571 + Penalty 2631.168648 = -273966.720923
  nChanged 48
		SP:Iteration 13Q (200101.120000 sec): 3 clusters
  Score: Raw -276625.166410 + Penalty 2631.168648 = -273993.997762
  nChanged 37
		SP:Iteration 14Q (200101.330000 sec): 3 clusters
  Score: Raw -276645.418009 + Penalty 2631.168648 = -274014.249361
  nChanged 28
		SP:Iteration 15Q (200101.570000 sec): 3 clusters
  Score: Raw -276661.079854 + Penalty 2631.168648 = -274029.911206
  nChanged 24
		SP:Iteration 16Q (200101.720000 sec): 3 clusters
  Score: Raw -276672.811912 + Penalty 2631.168648 = -274041.643264
  nChanged 25
		SP:Iteration 17Q (200101.920000 sec): 3 clusters
  Score: Raw -276681.762648 + Penalty 2631.168648 = -274050.594000
  nChanged 16
		SP:Iteration 18Q (200102.110000 sec): 3 clusters
  Score: Raw -276689.769235 + Penalty 2631.168648 = -274058.600586
  nChanged 19
		SP:Iteration 19Q (200102.320000 sec): 3 clusters
  Score: Raw -276697.914344 + Penalty 2631.168648 = -274066.745696
  nChanged 16
		SP:Iteration 20F (200102.520000 sec): 3 clusters
  Score: Raw -276703.014318 + Penalty 2631.168648 = -274071.845670
  nChanged 10
		SP:Iteration 21Q (200102.740000 sec): 3 clusters
  Score: Raw -276705.704631 + Penalty 2631.168648 = -274074.535983
  nChanged 9
		SP:Iteration 22Q (200102.880000 sec): 3 clusters
  Score: Raw -276708.532731 + Penalty 2631.168648 = -274077.364083
  nChanged 7
		SP:Iteration 23Q (200103.050000 sec): 3 clusters
  Score: Raw -276711.487594 + Penalty 2631.168648 = -274080.318946
  nChanged 8
		SP:Iteration 24Q (200103.200000 sec): 3 clusters
  Score: Raw -276714.437396 + Penalty 2631.168648 = -274083.268748
  nChanged 7
		SP:Iteration 25Q (200103.350000 sec): 3 clusters
  Score: Raw -276716.395654 + Penalty 2631.168648 = -274085.227006
  nChanged 7
		SP:Iteration 26Q (200103.550000 sec): 3 clusters
  Score: Raw -276718.885184 + Penalty 2631.168648 = -274087.716536
  nChanged 11
		SP:Iteration 27Q (200103.710000 sec): 3 clusters
  Score: Raw -276723.336975 + Penalty 2631.168648 = -274092.168326
  nChanged 14
		SP:Iteration 28Q (200103.890000 sec): 3 clusters
  Score: Raw -276729.611405 + Penalty 2631.168648 = -274098.442757
  nChanged 14
		SP:Iteration 29Q (200104.160000 sec): 3 clusters
  Score: Raw -276734.931617 + Penalty 2631.168648 = -274103.762969
  nChanged 11
		SP:Iteration 30Q (200104.370000 sec): 3 clusters
  Score: Raw -276739.303632 + Penalty 2631.168648 = -274108.134984
  nChanged 7
		SP:Iteration 31Q (200104.520000 sec): 3 clusters
  Score: Raw -276742.168342 + Penalty 2631.168648 = -274110.999694
  nChanged 7
		SP:Iteration 32Q (200104.700000 sec): 3 clusters
  Score: Raw -276744.949566 + Penalty 2631.168648 = -274113.780918
  nChanged 9
		SP:Iteration 33Q (200104.890000 sec): 3 clusters
  Score: Raw -276748.215952 + Penalty 2631.168648 = -274117.047303
  nChanged 10
		SP:Iteration 34Q (200105.100000 sec): 3 clusters
  Score: Raw -276751.033476 + Penalty 2631.168648 = -274119.864828
  nChanged 9
		SP:Iteration 35Q (200105.260000 sec): 3 clusters
  Score: Raw -276754.125199 + Penalty 2631.168648 = -274122.956551
  nChanged 9
		SP:Iteration 36Q (200105.460000 sec): 3 clusters
  Score: Raw -276757.724590 + Penalty 2631.168648 = -274126.555942
  nChanged 13
		SP:Iteration 37Q (200105.690000 sec): 3 clusters
  Score: Raw -276762.668728 + Penalty 2631.168648 = -274131.500080
  nChanged 11
		SP:Iteration 38Q (200105.860000 sec): 3 clusters
  Score: Raw -276766.553364 + Penalty 2631.168648 = -274135.384715
  nChanged 8
		SP:Iteration 39Q (200106.040000 sec): 3 clusters
  Score: Raw -276769.013542 + Penalty 2631.168648 = -274137.844893
  nChanged 7
		SP:Iteration 40F (200106.180000 sec): 3 clusters
  Score: Raw -276770.688683 + Penalty 2631.168648 = -274139.520035
  nChanged 5
		SP:Iteration 41Q (200106.370000 sec): 3 clusters
  Score: Raw -276772.133547 + Penalty 2631.168648 = -274140.964899
  nChanged 2
		SP:Iteration 42Q (200106.540000 sec): 3 clusters
  Score: Raw -276773.410816 + Penalty 2631.168648 = -274142.242168
  nChanged 6
		SP:Iteration 43Q (200106.720000 sec): 3 clusters
  Score: Raw -276775.060507 + Penalty 2631.168648 = -274143.891859
  nChanged 7
		SP:Iteration 44Q (200106.940000 sec): 3 clusters
  Score: Raw -276776.864940 + Penalty 2631.168648 = -274145.696292
  nChanged 4
		SP:Iteration 45Q (200107.140000 sec): 3 clusters
  Score: Raw -276778.707319 + Penalty 2631.168648 = -274147.538671
  nChanged 3
		SP:Iteration 46Q (200107.290000 sec): 3 clusters
  Score: Raw -276779.463670 + Penalty 2631.168648 = -274148.295022
  nChanged 2
		SP:Iteration 47Q (200107.450000 sec): 3 clusters
  Score: Raw -276779.995577 + Penalty 2631.168648 = -274148.826929
  nChanged 5
		SP:Iteration 48Q (200107.610000 sec): 3 clusters
  Score: Raw -276781.886506 + Penalty 2631.168648 = -274150.717858
  nChanged 11
		SP:Iteration 49Q (200107.800000 sec): 3 clusters
  Score: Raw -276785.425431 + Penalty 2631.168648 = -274154.256782
  nChanged 13
		SP:Iteration 50Q (200107.960000 sec): 3 clusters
  Score: Raw -276790.782857 + Penalty 2631.168648 = -274159.614209
  nChanged 16
		SP:Iteration 51Q (200108.200000 sec): 3 clusters
  Score: Raw -276796.722967 + Penalty 2631.168648 = -274165.554319
  nChanged 12
		SP:Iteration 52Q (200108.370000 sec): 3 clusters
  Score: Raw -276800.937698 + Penalty 2631.168648 = -274169.769050
  nChanged 8
		SP:Iteration 53Q (200108.540000 sec): 3 clusters
  Score: Raw -276803.808044 + Penalty 2631.168648 = -274172.639396
  nChanged 15
		SP:Iteration 54Q (200108.760000 sec): 3 clusters
  Score: Raw -276809.079352 + Penalty 2631.168648 = -274177.910703
  nChanged 8
		SP:Iteration 55Q (200108.940000 sec): 3 clusters
  Score: Raw -276811.538050 + Penalty 2631.168648 = -274180.369401
  nChanged 3
		SP:Iteration 56Q (200109.140000 sec): 3 clusters
  Score: Raw -276812.527035 + Penalty 2631.168648 = -274181.358387
  nChanged 4
		SP:Iteration 57Q (200109.330000 sec): 3 clusters
  Score: Raw -276813.447032 + Penalty 2631.168648 = -274182.278384
  nChanged 1
		SP:Iteration 58Q (200109.500000 sec): 3 clusters
  Score: Raw -276813.742436 + Penalty 2631.168648 = -274182.573788
  nChanged 2
		SP:Iteration 59Q (200109.710000 sec): 3 clusters
  Score: Raw -276814.619035 + Penalty 2631.168648 = -274183.450387
  nChanged 2
		SP:Iteration 60F (200109.870000 sec): 3 clusters
  Score: Raw -276815.072278 + Penalty 2631.168648 = -274183.903629
  nChanged 1
		SP:Iteration 61Q (200110.060000 sec): 3 clusters
  Score: Raw -276815.197539 + Penalty 2631.168648 = -274184.028891
  nChanged 2
		SP:Iteration 62Q (200110.260000 sec): 3 clusters
  Score: Raw -276815.496250 + Penalty 2631.168648 = -274184.327602
  nChanged 0
		SP:Iteration 63F (200110.460000 sec): 3 clusters
  Score: Raw -276815.496250 + Penalty 2631.168648 = -274184.327602
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 41 (250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200110.570000 sec): 2 clusters
  Score: Raw -16958.211097 + Penalty 897.237399 = -16060.973698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200110.810000 sec): 3 clusters
  Score: Raw -17050.665803 + Penalty 1794.474798 = -15256.191005
  nChanged 44
		SP:Iteration 1F (200110.970000 sec): 3 clusters
  Score: Raw -17168.900512 + Penalty 1794.474798 = -15374.425713
  nChanged 9
		SP:Iteration 2Q (200111.180000 sec): 3 clusters
  Score: Raw -17198.322357 + Penalty 1794.474798 = -15403.847559
  nChanged 5
		SP:Iteration 3Q (200111.380000 sec): 3 clusters
  Score: Raw -17214.784177 + Penalty 1794.474798 = -15420.309379
  nChanged 2
		SP:Iteration 4Q (200111.550000 sec): 3 clusters
  Score: Raw -17223.003030 + Penalty 1794.474798 = -15428.528232
  nChanged 1
		SP:Iteration 5Q (200111.750000 sec): 3 clusters
  Score: Raw -17224.998694 + Penalty 1794.474798 = -15430.523896
  nChanged 1
		SP:Iteration 6Q (200111.940000 sec): 3 clusters
  Score: Raw -17227.203976 + Penalty 1794.474798 = -15432.729178
  nChanged 1
		SP:Iteration 7Q (200112.130000 sec): 3 clusters
  Score: Raw -17229.283934 + Penalty 1794.474798 = -15434.809135
  nChanged 4
		SP:Iteration 8Q (200112.300000 sec): 3 clusters
  Score: Raw -17244.786454 + Penalty 1794.474798 = -15450.311655
  nChanged 2
		SP:Iteration 9Q (200112.490000 sec): 3 clusters
  Score: Raw -17250.987565 + Penalty 1794.474798 = -15456.512767
  nChanged 1
		SP:Iteration 10Q (200112.700000 sec): 3 clusters
  Score: Raw -17256.590996 + Penalty 1794.474798 = -15462.116197
  nChanged 1
		SP:Iteration 11Q (200112.890000 sec): 3 clusters
  Score: Raw -17258.992463 + Penalty 1794.474798 = -15464.517665
  nChanged 0
		SP:Iteration 12F (200113.080000 sec): 3 clusters
  Score: Raw -17258.992463 + Penalty 1794.474798 = -15464.517665
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 42 (3146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200113.190000 sec): 2 clusters
  Score: Raw -225213.123622 + Penalty 1308.756651 = -223904.366971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200113.400000 sec): 3 clusters
  Score: Raw -223681.729252 + Penalty 2617.513302 = -221064.215950
  nChanged 1244
		SP:Iteration 1F (200113.600000 sec): 3 clusters
  Score: Raw -224532.180817 + Penalty 2617.513302 = -221914.667515
  nChanged 304
		SP:Iteration 2F (200113.780000 sec): 3 clusters
  Score: Raw -224820.803071 + Penalty 2617.513302 = -222203.289768
  nChanged 232
		SP:Iteration 3F (200113.980000 sec): 3 clusters
  Score: Raw -225053.465091 + Penalty 2617.513302 = -222435.951789
  nChanged 219
		SP:Iteration 4F (200114.160000 sec): 3 clusters
  Score: Raw -225271.173356 + Penalty 2617.513302 = -222653.660054
  nChanged 175
		SP:Iteration 5F (200114.330000 sec): 3 clusters
  Score: Raw -225444.263253 + Penalty 2617.513302 = -222826.749951
  nChanged 136
		SP:Iteration 6Q (200114.520000 sec): 3 clusters
  Score: Raw -225578.763588 + Penalty 2617.513302 = -222961.250286
  nChanged 112
		SP:Iteration 7Q (200114.690000 sec): 3 clusters
  Score: Raw -225686.770640 + Penalty 2617.513302 = -223069.257338
  nChanged 92
		SP:Iteration 8Q (200114.870000 sec): 3 clusters
  Score: Raw -225756.589025 + Penalty 2617.513302 = -223139.075722
  nChanged 74
		SP:Iteration 9Q (200115.040000 sec): 3 clusters
  Score: Raw -225814.596756 + Penalty 2617.513302 = -223197.083454
  nChanged 69
		SP:Iteration 10Q (200115.200000 sec): 3 clusters
  Score: Raw -225857.716425 + Penalty 2617.513302 = -223240.203123
  nChanged 56
		SP:Iteration 11Q (200115.380000 sec): 3 clusters
  Score: Raw -225887.921744 + Penalty 2617.513302 = -223270.408441
  nChanged 45
		SP:Iteration 12Q (200115.590000 sec): 3 clusters
  Score: Raw -225906.612011 + Penalty 2617.513302 = -223289.098709
  nChanged 30
		SP:Iteration 13Q (200115.750000 sec): 3 clusters
  Score: Raw -225925.099794 + Penalty 2617.513302 = -223307.586492
  nChanged 32
		SP:Iteration 14Q (200115.940000 sec): 3 clusters
  Score: Raw -225943.582801 + Penalty 2617.513302 = -223326.069499
  nChanged 27
		SP:Iteration 15Q (200116.170000 sec): 3 clusters
  Score: Raw -225960.075747 + Penalty 2617.513302 = -223342.562445
  nChanged 32
		SP:Iteration 16Q (200116.350000 sec): 3 clusters
  Score: Raw -225973.036586 + Penalty 2617.513302 = -223355.523284
  nChanged 26
		SP:Iteration 17Q (200116.550000 sec): 3 clusters
  Score: Raw -225982.232365 + Penalty 2617.513302 = -223364.719063
  nChanged 25
		SP:Iteration 18Q (200116.730000 sec): 3 clusters
  Score: Raw -225992.011288 + Penalty 2617.513302 = -223374.497986
  nChanged 20
		SP:Iteration 19Q (200116.940000 sec): 3 clusters
  Score: Raw -226002.551168 + Penalty 2617.513302 = -223385.037866
  nChanged 18
		SP:Iteration 20F (200117.080000 sec): 3 clusters
  Score: Raw -226012.906630 + Penalty 2617.513302 = -223395.393328
  nChanged 24
		SP:Iteration 21Q (200117.250000 sec): 3 clusters
  Score: Raw -226023.646497 + Penalty 2617.513302 = -223406.133195
  nChanged 23
		SP:Iteration 22Q (200117.500000 sec): 3 clusters
  Score: Raw -226035.519928 + Penalty 2617.513302 = -223418.006626
  nChanged 23
		SP:Iteration 23Q (200117.690000 sec): 3 clusters
  Score: Raw -226045.768260 + Penalty 2617.513302 = -223428.254958
  nChanged 11
		SP:Iteration 24Q (200117.840000 sec): 3 clusters
  Score: Raw -226049.309393 + Penalty 2617.513302 = -223431.796091
  nChanged 9
		SP:Iteration 25Q (200118.010000 sec): 3 clusters
  Score: Raw -226055.317719 + Penalty 2617.513302 = -223437.804417
  nChanged 9
		SP:Iteration 26Q (200118.180000 sec): 3 clusters
  Score: Raw -226057.606818 + Penalty 2617.513302 = -223440.093516
  nChanged 9
		SP:Iteration 27Q (200118.370000 sec): 3 clusters
  Score: Raw -226059.460204 + Penalty 2617.513302 = -223441.946902
  nChanged 9
		SP:Iteration 28Q (200118.520000 sec): 3 clusters
  Score: Raw -226061.613303 + Penalty 2617.513302 = -223444.100001
  nChanged 3
		SP:Iteration 29Q (200118.700000 sec): 3 clusters
  Score: Raw -226062.407871 + Penalty 2617.513302 = -223444.894569
  nChanged 1
		SP:Iteration 30Q (200118.900000 sec): 3 clusters
  Score: Raw -226062.495739 + Penalty 2617.513302 = -223444.982436
  nChanged 0
		SP:Iteration 31F (200119.050000 sec): 3 clusters
  Score: Raw -226062.495739 + Penalty 2617.513302 = -223444.982436
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 43 (10955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200119.210000 sec): 2 clusters
  Score: Raw -942441.729707 + Penalty 1511.502078 = -940930.227629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200119.470000 sec): 3 clusters
  Score: Raw -936135.038088 + Penalty 3023.004157 = -933112.033931
  nChanged 4747
		SP:Iteration 1F (200119.750000 sec): 3 clusters
  Score: Raw -938760.988024 + Penalty 3023.004157 = -935737.983867
  nChanged 689
		SP:Iteration 2F (200120.050000 sec): 3 clusters
  Score: Raw -939108.162002 + Penalty 3023.004157 = -936085.157845
  nChanged 700
		SP:Iteration 3F (200120.250000 sec): 3 clusters
  Score: Raw -939508.750773 + Penalty 3023.004157 = -936485.746617
  nChanged 654
		SP:Iteration 4F (200120.570000 sec): 3 clusters
  Score: Raw -939930.534828 + Penalty 3023.004157 = -936907.530671
  nChanged 624
		SP:Iteration 5F (200120.810000 sec): 3 clusters
  Score: Raw -940376.537288 + Penalty 3023.004157 = -937353.533131
  nChanged 632
		SP:Iteration 6F (200121.060000 sec): 3 clusters
  Score: Raw -940828.528796 + Penalty 3023.004157 = -937805.524639
  nChanged 557
		SP:Iteration 7F (200121.280000 sec): 3 clusters
  Score: Raw -941239.215961 + Penalty 3023.004157 = -938216.211804
  nChanged 465
		SP:Iteration 8Q (200121.530000 sec): 3 clusters
  Score: Raw -941576.721836 + Penalty 3023.004157 = -938553.717679
  nChanged 358
		SP:Iteration 9Q (200121.810000 sec): 3 clusters
  Score: Raw -941817.602063 + Penalty 3023.004157 = -938794.597906
  nChanged 288
		SP:Iteration 10Q (200122.010000 sec): 3 clusters
  Score: Raw -942005.624642 + Penalty 3023.004157 = -938982.620485
  nChanged 232
		SP:Iteration 11Q (200122.260000 sec): 3 clusters
  Score: Raw -942157.529070 + Penalty 3023.004157 = -939134.524913
  nChanged 172
		SP:Iteration 12Q (200122.470000 sec): 3 clusters
  Score: Raw -942266.712909 + Penalty 3023.004157 = -939243.708752
  nChanged 152
		SP:Iteration 13Q (200122.730000 sec): 3 clusters
  Score: Raw -942369.585581 + Penalty 3023.004157 = -939346.581424
  nChanged 111
		SP:Iteration 14Q (200122.900000 sec): 3 clusters
  Score: Raw -942440.304270 + Penalty 3023.004157 = -939417.300113
  nChanged 90
		SP:Iteration 15Q (200123.190000 sec): 3 clusters
  Score: Raw -942498.355040 + Penalty 3023.004157 = -939475.350884
  nChanged 60
		SP:Iteration 16Q (200123.410000 sec): 3 clusters
  Score: Raw -942540.308906 + Penalty 3023.004157 = -939517.304749
  nChanged 52
		SP:Iteration 17Q (200123.690000 sec): 3 clusters
  Score: Raw -942575.003201 + Penalty 3023.004157 = -939551.999044
  nChanged 45
		SP:Iteration 18Q (200123.910000 sec): 3 clusters
  Score: Raw -942601.317328 + Penalty 3023.004157 = -939578.313171
  nChanged 26
		SP:Iteration 19Q (200124.150000 sec): 3 clusters
  Score: Raw -942616.658941 + Penalty 3023.004157 = -939593.654784
  nChanged 24
		SP:Iteration 20F (200124.430000 sec): 3 clusters
  Score: Raw -942633.979324 + Penalty 3023.004157 = -939610.975168
  nChanged 19
		SP:Iteration 21Q (200124.660000 sec): 3 clusters
  Score: Raw -942644.790667 + Penalty 3023.004157 = -939621.786510
  nChanged 12
		SP:Iteration 22Q (200124.920000 sec): 3 clusters
  Score: Raw -942652.575048 + Penalty 3023.004157 = -939629.570891
  nChanged 11
		SP:Iteration 23Q (200125.140000 sec): 3 clusters
  Score: Raw -942657.743231 + Penalty 3023.004157 = -939634.739074
  nChanged 3
		SP:Iteration 24Q (200125.410000 sec): 3 clusters
  Score: Raw -942659.727057 + Penalty 3023.004157 = -939636.722900
  nChanged 3
		SP:Iteration 25Q (200125.720000 sec): 3 clusters
  Score: Raw -942662.437020 + Penalty 3023.004157 = -939639.432863
  nChanged 3
		SP:Iteration 26Q (200125.950000 sec): 3 clusters
  Score: Raw -942662.991129 + Penalty 3023.004157 = -939639.986972
  nChanged 1
		SP:Iteration 27Q (200126.180000 sec): 3 clusters
  Score: Raw -942663.611082 + Penalty 3023.004157 = -939640.606925
  nChanged 0
		SP:Iteration 28F (200126.450000 sec): 3 clusters
  Score: Raw -942663.611082 + Penalty 3023.004157 = -939640.606925
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 44 (6221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200126.600000 sec): 2 clusters
  Score: Raw -528369.875416 + Penalty 1419.548966 = -526950.326450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200126.840000 sec): 3 clusters
  Score: Raw -525080.388105 + Penalty 2839.097932 = -522241.290173
  nChanged 2589
		SP:Iteration 1F (200127.040000 sec): 3 clusters
  Score: Raw -526678.829954 + Penalty 2839.097932 = -523839.732022
  nChanged 524
		SP:Iteration 2F (200127.260000 sec): 3 clusters
  Score: Raw -527150.184249 + Penalty 2839.097932 = -524311.086317
  nChanged 492
		SP:Iteration 3F (200127.500000 sec): 3 clusters
  Score: Raw -527670.457535 + Penalty 2839.097932 = -524831.359603
  nChanged 465
		SP:Iteration 4F (200127.710000 sec): 3 clusters
  Score: Raw -528140.783082 + Penalty 2839.097932 = -525301.685150
  nChanged 387
		SP:Iteration 5F (200127.920000 sec): 3 clusters
  Score: Raw -528444.954225 + Penalty 2839.097932 = -525605.856293
  nChanged 287
		SP:Iteration 6Q (200128.110000 sec): 3 clusters
  Score: Raw -528644.760968 + Penalty 2839.097932 = -525805.663036
  nChanged 244
		SP:Iteration 7Q (200128.320000 sec): 3 clusters
  Score: Raw -528833.232485 + Penalty 2839.097932 = -525994.134553
  nChanged 181
		SP:Iteration 8Q (200128.530000 sec): 3 clusters
  Score: Raw -528972.206168 + Penalty 2839.097932 = -526133.108236
  nChanged 151
		SP:Iteration 9Q (200128.710000 sec): 3 clusters
  Score: Raw -529089.994377 + Penalty 2839.097932 = -526250.896445
  nChanged 124
		SP:Iteration 10Q (200128.910000 sec): 3 clusters
  Score: Raw -529176.877055 + Penalty 2839.097932 = -526337.779123
  nChanged 88
		SP:Iteration 11Q (200129.100000 sec): 3 clusters
  Score: Raw -529249.712432 + Penalty 2839.097932 = -526410.614500
  nChanged 78
		SP:Iteration 12Q (200129.290000 sec): 3 clusters
  Score: Raw -529305.873138 + Penalty 2839.097932 = -526466.775206
  nChanged 72
		SP:Iteration 13Q (200129.470000 sec): 3 clusters
  Score: Raw -529353.848722 + Penalty 2839.097932 = -526514.750790
  nChanged 69
		SP:Iteration 14Q (200129.710000 sec): 3 clusters
  Score: Raw -529406.908870 + Penalty 2839.097932 = -526567.810938
  nChanged 60
		SP:Iteration 15Q (200129.890000 sec): 3 clusters
  Score: Raw -529458.474070 + Penalty 2839.097932 = -526619.376138
  nChanged 49
		SP:Iteration 16Q (200130.090000 sec): 3 clusters
  Score: Raw -529494.488588 + Penalty 2839.097932 = -526655.390656
  nChanged 50
		SP:Iteration 17Q (200130.340000 sec): 3 clusters
  Score: Raw -529526.509356 + Penalty 2839.097932 = -526687.411424
  nChanged 45
		SP:Iteration 18Q (200130.500000 sec): 3 clusters
  Score: Raw -529549.316412 + Penalty 2839.097932 = -526710.218480
  nChanged 42
		SP:Iteration 19Q (200130.730000 sec): 3 clusters
  Score: Raw -529568.227648 + Penalty 2839.097932 = -526729.129716
  nChanged 32
		SP:Iteration 20F (200130.960000 sec): 3 clusters
  Score: Raw -529587.805172 + Penalty 2839.097932 = -526748.707240
  nChanged 31
		SP:Iteration 21Q (200131.150000 sec): 3 clusters
  Score: Raw -529604.544770 + Penalty 2839.097932 = -526765.446838
  nChanged 22
		SP:Iteration 22Q (200131.370000 sec): 3 clusters
  Score: Raw -529615.658375 + Penalty 2839.097932 = -526776.560443
  nChanged 22
		SP:Iteration 23Q (200131.610000 sec): 3 clusters
  Score: Raw -529624.582200 + Penalty 2839.097932 = -526785.484268
  nChanged 11
		SP:Iteration 24Q (200131.790000 sec): 3 clusters
  Score: Raw -529628.576460 + Penalty 2839.097932 = -526789.478528
  nChanged 10
		SP:Iteration 25Q (200132.060000 sec): 3 clusters
  Score: Raw -529631.598409 + Penalty 2839.097932 = -526792.500477
  nChanged 3
		SP:Iteration 26Q (200132.260000 sec): 3 clusters
  Score: Raw -529632.437516 + Penalty 2839.097932 = -526793.339584
  nChanged 1
		SP:Iteration 27Q (200132.500000 sec): 3 clusters
  Score: Raw -529632.911271 + Penalty 2839.097932 = -526793.813339
  nChanged 4
		SP:Iteration 28Q (200132.740000 sec): 3 clusters
  Score: Raw -529633.593960 + Penalty 2839.097932 = -526794.496028
  nChanged 1
		SP:Iteration 29Q (200132.960000 sec): 3 clusters
  Score: Raw -529633.905053 + Penalty 2839.097932 = -526794.807121
  nChanged 0
		SP:Iteration 30F (200133.090000 sec): 3 clusters
  Score: Raw -529633.905053 + Penalty 2839.097932 = -526794.807121
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 45 (422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200133.190000 sec): 2 clusters
  Score: Raw -34308.946549 + Penalty 982.313364 = -33326.633186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200133.330000 sec): 3 clusters
  Score: Raw -34300.471250 + Penalty 1964.626727 = -32335.844523
  nChanged 76
		SP:Iteration 1F (200133.480000 sec): 3 clusters
  Score: Raw -34441.516213 + Penalty 1964.626727 = -32476.889486
  nChanged 20
		SP:Iteration 2Q (200133.640000 sec): 3 clusters
  Score: Raw -34480.421003 + Penalty 1964.626727 = -32515.794276
  nChanged 9
		SP:Iteration 3Q (200133.790000 sec): 3 clusters
  Score: Raw -34495.140675 + Penalty 1964.626727 = -32530.513948
  nChanged 2
		SP:Iteration 4Q (200133.890000 sec): 3 clusters
  Score: Raw -34498.721300 + Penalty 1964.626727 = -32534.094573
  nChanged 1
		SP:Iteration 5Q (200133.990000 sec): 3 clusters
  Score: Raw -34500.725668 + Penalty 1964.626727 = -32536.098941
  nChanged 1
		SP:Iteration 6Q (200134.080000 sec): 3 clusters
  Score: Raw -34501.697640 + Penalty 1964.626727 = -32537.070913
  nChanged 0
		SP:Iteration 7F (200134.180000 sec): 3 clusters
  Score: Raw -34501.697640 + Penalty 1964.626727 = -32537.070913
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 46 (4618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200134.270000 sec): 2 clusters
  Score: Raw -383496.917472 + Penalty 1371.129011 = -382125.788462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200134.410000 sec): 3 clusters
  Score: Raw -381122.837074 + Penalty 2742.258022 = -378380.579052
  nChanged 1898
		SP:Iteration 1F (200134.550000 sec): 3 clusters
  Score: Raw -382354.802951 + Penalty 2742.258022 = -379612.544929
  nChanged 411
		SP:Iteration 2F (200134.700000 sec): 3 clusters
  Score: Raw -382675.390502 + Penalty 2742.258022 = -379933.132480
  nChanged 314
		SP:Iteration 3F (200134.820000 sec): 3 clusters
  Score: Raw -382911.136771 + Penalty 2742.258022 = -380168.878749
  nChanged 266
		SP:Iteration 4F (200134.960000 sec): 3 clusters
  Score: Raw -383091.347700 + Penalty 2742.258022 = -380349.089678
  nChanged 199
		SP:Iteration 5Q (200135.080000 sec): 3 clusters
  Score: Raw -383223.650126 + Penalty 2742.258022 = -380481.392104
  nChanged 168
		SP:Iteration 6Q (200135.220000 sec): 3 clusters
  Score: Raw -383326.474863 + Penalty 2742.258022 = -380584.216841
  nChanged 143
		SP:Iteration 7Q (200135.340000 sec): 3 clusters
  Score: Raw -383404.810485 + Penalty 2742.258022 = -380662.552464
  nChanged 121
		SP:Iteration 8Q (200135.490000 sec): 3 clusters
  Score: Raw -383478.218099 + Penalty 2742.258022 = -380735.960077
  nChanged 120
		SP:Iteration 9Q (200135.610000 sec): 3 clusters
  Score: Raw -383552.398855 + Penalty 2742.258022 = -380810.140833
  nChanged 108
		SP:Iteration 10Q (200135.770000 sec): 3 clusters
  Score: Raw -383602.060536 + Penalty 2742.258022 = -380859.802514
  nChanged 88
		SP:Iteration 11Q (200135.870000 sec): 3 clusters
  Score: Raw -383638.373635 + Penalty 2742.258022 = -380896.115613
  nChanged 63
		SP:Iteration 12Q (200136.010000 sec): 3 clusters
  Score: Raw -383672.176700 + Penalty 2742.258022 = -380929.918679
  nChanged 77
		SP:Iteration 13Q (200136.130000 sec): 3 clusters
  Score: Raw -383715.727903 + Penalty 2742.258022 = -380973.469881
  nChanged 74
		SP:Iteration 14Q (200136.290000 sec): 3 clusters
  Score: Raw -383758.951063 + Penalty 2742.258022 = -381016.693041
  nChanged 64
		SP:Iteration 15Q (200136.420000 sec): 3 clusters
  Score: Raw -383802.940773 + Penalty 2742.258022 = -381060.682751
  nChanged 74
		SP:Iteration 16Q (200136.570000 sec): 3 clusters
  Score: Raw -383864.554511 + Penalty 2742.258022 = -381122.296489
  nChanged 89
		SP:Iteration 17Q (200136.690000 sec): 3 clusters
  Score: Raw -383917.140555 + Penalty 2742.258022 = -381174.882533
  nChanged 75
		SP:Iteration 18Q (200136.840000 sec): 3 clusters
  Score: Raw -383949.760643 + Penalty 2742.258022 = -381207.502621
  nChanged 58
		SP:Iteration 19Q (200136.950000 sec): 3 clusters
  Score: Raw -383975.887148 + Penalty 2742.258022 = -381233.629126
  nChanged 34
		SP:Iteration 20F (200137.090000 sec): 3 clusters
  Score: Raw -383991.284865 + Penalty 2742.258022 = -381249.026843
  nChanged 32
		SP:Iteration 21Q (200137.210000 sec): 3 clusters
  Score: Raw -384005.981283 + Penalty 2742.258022 = -381263.723261
  nChanged 27
		SP:Iteration 22Q (200137.330000 sec): 3 clusters
  Score: Raw -384016.478752 + Penalty 2742.258022 = -381274.220730
  nChanged 23
		SP:Iteration 23Q (200137.480000 sec): 3 clusters
  Score: Raw -384024.916345 + Penalty 2742.258022 = -381282.658323
  nChanged 12
		SP:Iteration 24Q (200137.590000 sec): 3 clusters
  Score: Raw -384029.587146 + Penalty 2742.258022 = -381287.329124
  nChanged 13
		SP:Iteration 25Q (200137.740000 sec): 3 clusters
  Score: Raw -384033.917956 + Penalty 2742.258022 = -381291.659934
  nChanged 11
		SP:Iteration 26Q (200137.840000 sec): 3 clusters
  Score: Raw -384038.260042 + Penalty 2742.258022 = -381296.002020
  nChanged 10
		SP:Iteration 27Q (200138.020000 sec): 3 clusters
  Score: Raw -384041.001189 + Penalty 2742.258022 = -381298.743167
  nChanged 5
		SP:Iteration 28Q (200138.210000 sec): 3 clusters
  Score: Raw -384042.087944 + Penalty 2742.258022 = -381299.829922
  nChanged 3
		SP:Iteration 29Q (200138.380000 sec): 3 clusters
  Score: Raw -384042.512721 + Penalty 2742.258022 = -381300.254699
  nChanged 2
		SP:Iteration 30Q (200138.540000 sec): 3 clusters
  Score: Raw -384042.630403 + Penalty 2742.258022 = -381300.372381
  nChanged 0
		SP:Iteration 31F (200138.700000 sec): 3 clusters
  Score: Raw -384042.630403 + Penalty 2742.258022 = -381300.372381
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 47 (3589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200138.790000 sec): 2 clusters
  Score: Raw -287192.733709 + Penalty 1330.164695 = -285862.569014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200138.950000 sec): 3 clusters
  Score: Raw -285457.844052 + Penalty 2660.329390 = -282797.514662
  nChanged 1369
		SP:Iteration 1F (200139.110000 sec): 3 clusters
  Score: Raw -286272.103328 + Penalty 2660.329390 = -283611.773939
  nChanged 274
		SP:Iteration 2F (200139.260000 sec): 3 clusters
  Score: Raw -286429.123777 + Penalty 2660.329390 = -283768.794388
  nChanged 177
		SP:Iteration 3Q (200139.440000 sec): 3 clusters
  Score: Raw -286524.382732 + Penalty 2660.329390 = -283864.053342
  nChanged 143
		SP:Iteration 4Q (200139.600000 sec): 3 clusters
  Score: Raw -286599.783044 + Penalty 2660.329390 = -283939.453654
  nChanged 117
		SP:Iteration 5Q (200139.750000 sec): 3 clusters
  Score: Raw -286664.901216 + Penalty 2660.329390 = -284004.571826
  nChanged 107
		SP:Iteration 6Q (200139.950000 sec): 3 clusters
  Score: Raw -286726.637464 + Penalty 2660.329390 = -284066.308075
  nChanged 111
		SP:Iteration 7Q (200140.080000 sec): 3 clusters
  Score: Raw -286788.856644 + Penalty 2660.329390 = -284128.527254
  nChanged 96
		SP:Iteration 8Q (200140.230000 sec): 3 clusters
  Score: Raw -286838.086740 + Penalty 2660.329390 = -284177.757350
  nChanged 100
		SP:Iteration 9Q (200140.330000 sec): 3 clusters
  Score: Raw -286895.713579 + Penalty 2660.329390 = -284235.384189
  nChanged 109
		SP:Iteration 10Q (200140.440000 sec): 3 clusters
  Score: Raw -286963.548322 + Penalty 2660.329390 = -284303.218932
  nChanged 117
		SP:Iteration 11Q (200140.540000 sec): 3 clusters
  Score: Raw -287043.961149 + Penalty 2660.329390 = -284383.631759
  nChanged 114
		SP:Iteration 12Q (200140.690000 sec): 3 clusters
  Score: Raw -287138.762283 + Penalty 2660.329390 = -284478.432893
  nChanged 119
		SP:Iteration 13Q (200140.780000 sec): 3 clusters
  Score: Raw -287252.220152 + Penalty 2660.329390 = -284591.890762
  nChanged 117
		SP:Iteration 14Q (200140.870000 sec): 3 clusters
  Score: Raw -287349.299911 + Penalty 2660.329390 = -284688.970522
  nChanged 93
		SP:Iteration 15Q (200141.010000 sec): 3 clusters
  Score: Raw -287417.568355 + Penalty 2660.329390 = -284757.238966
  nChanged 90
		SP:Iteration 16Q (200141.160000 sec): 3 clusters
  Score: Raw -287476.156456 + Penalty 2660.329390 = -284815.827067
  nChanged 74
		SP:Iteration 17Q (200141.300000 sec): 3 clusters
  Score: Raw -287520.964089 + Penalty 2660.329390 = -284860.634700
  nChanged 61
		SP:Iteration 18Q (200141.480000 sec): 3 clusters
  Score: Raw -287559.504548 + Penalty 2660.329390 = -284899.175159
  nChanged 56
		SP:Iteration 19Q (200141.680000 sec): 3 clusters
  Score: Raw -287595.557609 + Penalty 2660.329390 = -284935.228219
  nChanged 44
		SP:Iteration 20F (200141.850000 sec): 3 clusters
  Score: Raw -287626.238473 + Penalty 2660.329390 = -284965.909084
  nChanged 31
		SP:Iteration 21Q (200142.040000 sec): 3 clusters
  Score: Raw -287641.706785 + Penalty 2660.329390 = -284981.377395
  nChanged 30
		SP:Iteration 22Q (200142.180000 sec): 3 clusters
  Score: Raw -287660.791415 + Penalty 2660.329390 = -285000.462025
  nChanged 28
		SP:Iteration 23Q (200142.390000 sec): 3 clusters
  Score: Raw -287680.330455 + Penalty 2660.329390 = -285020.001066
  nChanged 24
		SP:Iteration 24Q (200142.580000 sec): 3 clusters
  Score: Raw -287693.923333 + Penalty 2660.329390 = -285033.593944
  nChanged 16
		SP:Iteration 25Q (200142.760000 sec): 3 clusters
  Score: Raw -287702.633219 + Penalty 2660.329390 = -285042.303830
  nChanged 12
		SP:Iteration 26Q (200142.940000 sec): 3 clusters
  Score: Raw -287709.091227 + Penalty 2660.329390 = -285048.761837
  nChanged 10
		SP:Iteration 27Q (200143.130000 sec): 3 clusters
  Score: Raw -287713.657259 + Penalty 2660.329390 = -285053.327869
  nChanged 11
		SP:Iteration 28Q (200143.340000 sec): 3 clusters
  Score: Raw -287718.534341 + Penalty 2660.329390 = -285058.204951
  nChanged 14
		SP:Iteration 29Q (200143.500000 sec): 3 clusters
  Score: Raw -287724.362213 + Penalty 2660.329390 = -285064.032823
  nChanged 12
		SP:Iteration 30Q (200143.730000 sec): 3 clusters
  Score: Raw -287730.320651 + Penalty 2660.329390 = -285069.991261
  nChanged 9
		SP:Iteration 31Q (200143.900000 sec): 3 clusters
  Score: Raw -287734.464229 + Penalty 2660.329390 = -285074.134839
  nChanged 6
		SP:Iteration 32Q (200144.110000 sec): 3 clusters
  Score: Raw -287737.010896 + Penalty 2660.329390 = -285076.681507
  nChanged 7
		SP:Iteration 33Q (200144.280000 sec): 3 clusters
  Score: Raw -287740.697981 + Penalty 2660.329390 = -285080.368592
  nChanged 4
		SP:Iteration 34Q (200144.480000 sec): 3 clusters
  Score: Raw -287742.938619 + Penalty 2660.329390 = -285082.609230
  nChanged 7
		SP:Iteration 35Q (200144.670000 sec): 3 clusters
  Score: Raw -287745.544634 + Penalty 2660.329390 = -285085.215244
  nChanged 0
		SP:Iteration 36F (200144.810000 sec): 3 clusters
  Score: Raw -287745.544634 + Penalty 2660.329390 = -285085.215244
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 48 (14909 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200144.960000 sec): 2 clusters
  Score: Raw -1320788.895140 + Penalty 1561.579555 = -1319227.315586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200145.220000 sec): 3 clusters
  Score: Raw -1312032.543987 + Penalty 3123.159109 = -1308909.384878
  nChanged 6617
		SP:Iteration 1F (200145.470000 sec): 3 clusters
  Score: Raw -1315626.924795 + Penalty 3123.159109 = -1312503.765686
  nChanged 785
		SP:Iteration 2F (200145.720000 sec): 3 clusters
  Score: Raw -1315969.038190 + Penalty 3123.159109 = -1312845.879081
  nChanged 740
		SP:Iteration 3Q (200145.980000 sec): 3 clusters
  Score: Raw -1316354.559980 + Penalty 3123.159109 = -1313231.400871
  nChanged 803
		SP:Iteration 4F (200146.230000 sec): 3 clusters
  Score: Raw -1316799.800762 + Penalty 3123.159109 = -1313676.641653
  nChanged 782
		SP:Iteration 5F (200146.480000 sec): 3 clusters
  Score: Raw -1317324.802410 + Penalty 3123.159109 = -1314201.643301
  nChanged 804
		SP:Iteration 6F (200146.760000 sec): 3 clusters
  Score: Raw -1317942.430611 + Penalty 3123.159109 = -1314819.271502
  nChanged 873
		SP:Iteration 7F (200147.070000 sec): 3 clusters
  Score: Raw -1318699.875239 + Penalty 3123.159109 = -1315576.716129
  nChanged 833
		SP:Iteration 8F (200147.350000 sec): 3 clusters
  Score: Raw -1319456.839965 + Penalty 3123.159109 = -1316333.680856
  nChanged 752
		SP:Iteration 9F (200147.610000 sec): 3 clusters
  Score: Raw -1320040.815133 + Penalty 3123.159109 = -1316917.656023
  nChanged 590
		SP:Iteration 10Q (200147.870000 sec): 3 clusters
  Score: Raw -1320415.778382 + Penalty 3123.159109 = -1317292.619273
  nChanged 416
		SP:Iteration 11Q (200148.130000 sec): 3 clusters
  Score: Raw -1320642.111475 + Penalty 3123.159109 = -1317518.952366
  nChanged 315
		SP:Iteration 12Q (200148.420000 sec): 3 clusters
  Score: Raw -1320785.763118 + Penalty 3123.159109 = -1317662.604009
  nChanged 248
		SP:Iteration 13Q (200148.710000 sec): 3 clusters
  Score: Raw -1320888.420948 + Penalty 3123.159109 = -1317765.261838
  nChanged 195
		SP:Iteration 14Q (200148.990000 sec): 3 clusters
  Score: Raw -1320961.673357 + Penalty 3123.159109 = -1317838.514248
  nChanged 153
		SP:Iteration 15Q (200149.230000 sec): 3 clusters
  Score: Raw -1321012.756250 + Penalty 3123.159109 = -1317889.597141
  nChanged 147
		SP:Iteration 16Q (200149.500000 sec): 3 clusters
  Score: Raw -1321062.873714 + Penalty 3123.159109 = -1317939.714605
  nChanged 158
		SP:Iteration 17Q (200149.720000 sec): 3 clusters
  Score: Raw -1321123.910216 + Penalty 3123.159109 = -1318000.751107
  nChanged 152
		SP:Iteration 18Q (200149.940000 sec): 3 clusters
  Score: Raw -1321181.121897 + Penalty 3123.159109 = -1318057.962788
  nChanged 142
		SP:Iteration 19Q (200150.190000 sec): 3 clusters
  Score: Raw -1321233.659881 + Penalty 3123.159109 = -1318110.500772
  nChanged 125
		SP:Iteration 20F (200150.460000 sec): 3 clusters
  Score: Raw -1321275.574300 + Penalty 3123.159109 = -1318152.415190
  nChanged 124
		SP:Iteration 21Q (200150.710000 sec): 3 clusters
  Score: Raw -1321319.514829 + Penalty 3123.159109 = -1318196.355720
  nChanged 119
		SP:Iteration 22Q (200150.940000 sec): 3 clusters
  Score: Raw -1321361.094344 + Penalty 3123.159109 = -1318237.935235
  nChanged 112
		SP:Iteration 23Q (200151.190000 sec): 3 clusters
  Score: Raw -1321397.228278 + Penalty 3123.159109 = -1318274.069169
  nChanged 92
		SP:Iteration 24Q (200151.450000 sec): 3 clusters
  Score: Raw -1321429.918464 + Penalty 3123.159109 = -1318306.759355
  nChanged 93
		SP:Iteration 25Q (200151.640000 sec): 3 clusters
  Score: Raw -1321460.905478 + Penalty 3123.159109 = -1318337.746369
  nChanged 86
		SP:Iteration 26Q (200151.910000 sec): 3 clusters
  Score: Raw -1321486.705839 + Penalty 3123.159109 = -1318363.546729
  nChanged 74
		SP:Iteration 27Q (200152.190000 sec): 3 clusters
  Score: Raw -1321509.474400 + Penalty 3123.159109 = -1318386.315290
  nChanged 70
		SP:Iteration 28Q (200152.420000 sec): 3 clusters
  Score: Raw -1321533.945403 + Penalty 3123.159109 = -1318410.786293
  nChanged 77
		SP:Iteration 29Q (200152.700000 sec): 3 clusters
  Score: Raw -1321560.201124 + Penalty 3123.159109 = -1318437.042015
  nChanged 71
		SP:Iteration 30Q (200152.990000 sec): 3 clusters
  Score: Raw -1321585.045418 + Penalty 3123.159109 = -1318461.886309
  nChanged 65
		SP:Iteration 31Q (200153.180000 sec): 3 clusters
  Score: Raw -1321610.063227 + Penalty 3123.159109 = -1318486.904118
  nChanged 57
		SP:Iteration 32Q (200153.460000 sec): 3 clusters
  Score: Raw -1321629.114066 + Penalty 3123.159109 = -1318505.954957
  nChanged 51
		SP:Iteration 33Q (200153.660000 sec): 3 clusters
  Score: Raw -1321645.051943 + Penalty 3123.159109 = -1318521.892833
  nChanged 38
		SP:Iteration 34Q (200153.990000 sec): 3 clusters
  Score: Raw -1321658.271097 + Penalty 3123.159109 = -1318535.111988
  nChanged 34
		SP:Iteration 35Q (200154.240000 sec): 3 clusters
  Score: Raw -1321667.100567 + Penalty 3123.159109 = -1318543.941458
  nChanged 25
		SP:Iteration 36Q (200154.490000 sec): 3 clusters
  Score: Raw -1321674.335486 + Penalty 3123.159109 = -1318551.176376
  nChanged 23
		SP:Iteration 37Q (200154.690000 sec): 3 clusters
  Score: Raw -1321679.628610 + Penalty 3123.159109 = -1318556.469501
  nChanged 16
		SP:Iteration 38Q (200154.920000 sec): 3 clusters
  Score: Raw -1321683.938860 + Penalty 3123.159109 = -1318560.779751
  nChanged 20
		SP:Iteration 39Q (200155.220000 sec): 3 clusters
  Score: Raw -1321689.867436 + Penalty 3123.159109 = -1318566.708327
  nChanged 18
		SP:Iteration 40F (200155.460000 sec): 3 clusters
  Score: Raw -1321694.453830 + Penalty 3123.159109 = -1318571.294721
  nChanged 22
		SP:Iteration 41Q (200155.760000 sec): 3 clusters
  Score: Raw -1321699.868572 + Penalty 3123.159109 = -1318576.709462
  nChanged 19
		SP:Iteration 42Q (200156.010000 sec): 3 clusters
  Score: Raw -1321705.218705 + Penalty 3123.159109 = -1318582.059596
  nChanged 24
		SP:Iteration 43Q (200156.340000 sec): 3 clusters
  Score: Raw -1321711.724201 + Penalty 3123.159109 = -1318588.565091
  nChanged 16
		SP:Iteration 44Q (200156.560000 sec): 3 clusters
  Score: Raw -1321715.938756 + Penalty 3123.159109 = -1318592.779647
  nChanged 11
		SP:Iteration 45Q (200156.840000 sec): 3 clusters
  Score: Raw -1321718.903099 + Penalty 3123.159109 = -1318595.743990
  nChanged 12
		SP:Iteration 46Q (200157.140000 sec): 3 clusters
  Score: Raw -1321724.207003 + Penalty 3123.159109 = -1318601.047893
  nChanged 9
		SP:Iteration 47Q (200157.370000 sec): 3 clusters
  Score: Raw -1321726.537697 + Penalty 3123.159109 = -1318603.378588
  nChanged 5
		SP:Iteration 48Q (200157.620000 sec): 3 clusters
  Score: Raw -1321727.674207 + Penalty 3123.159109 = -1318604.515098
  nChanged 2
		SP:Iteration 49Q (200157.870000 sec): 3 clusters
  Score: Raw -1321727.969948 + Penalty 3123.159109 = -1318604.810838
  nChanged 1
		SP:Iteration 50Q (200158.120000 sec): 3 clusters
  Score: Raw -1321728.234565 + Penalty 3123.159109 = -1318605.075456
  nChanged 2
		SP:Iteration 51Q (200158.370000 sec): 3 clusters
  Score: Raw -1321728.573534 + Penalty 3123.159109 = -1318605.414425
  nChanged 3
		SP:Iteration 52Q (200158.620000 sec): 3 clusters
  Score: Raw -1321729.846613 + Penalty 3123.159109 = -1318606.687504
  nChanged 6
		SP:Iteration 53Q (200158.890000 sec): 3 clusters
  Score: Raw -1321731.960620 + Penalty 3123.159109 = -1318608.801511
  nChanged 6
		SP:Iteration 54Q (200159.100000 sec): 3 clusters
  Score: Raw -1321733.421016 + Penalty 3123.159109 = -1318610.261907
  nChanged 3
		SP:Iteration 55Q (200159.360000 sec): 3 clusters
  Score: Raw -1321734.197201 + Penalty 3123.159109 = -1318611.038092
  nChanged 2
		SP:Iteration 56Q (200159.580000 sec): 3 clusters
  Score: Raw -1321734.493040 + Penalty 3123.159109 = -1318611.333931
  nChanged 0
		SP:Iteration 57F (200159.830000 sec): 3 clusters
  Score: Raw -1321734.493040 + Penalty 3123.159109 = -1318611.333931
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 49 (340740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200161.250000 sec): 2 clusters
  Score: Raw -29587328.207496 + Penalty 2070.067188 = -29585258.140309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200162.790000 sec): 3 clusters
  Score: Raw -29358994.110527 + Penalty 4140.134376 = -29354853.976151
  nChanged 166767
		SP:Iteration 1F (200164.310000 sec): 3 clusters
  Score: Raw -29461053.715723 + Penalty 4140.134376 = -29456913.581347
  nChanged 12645
		SP:Iteration 2Q (200165.910000 sec): 3 clusters
  Score: Raw -29465426.006757 + Penalty 4140.134376 = -29461285.872382
  nChanged 17209
		SP:Iteration 3F (200167.380000 sec): 3 clusters
  Score: Raw -29473791.470649 + Penalty 4140.134376 = -29469651.336274
  nChanged 23469
		SP:Iteration 4F (200168.870000 sec): 3 clusters
  Score: Raw -29489259.609265 + Penalty 4140.134376 = -29485119.474889
  nChanged 29243
		SP:Iteration 5F (200170.340000 sec): 3 clusters
  Score: Raw -29513698.764482 + Penalty 4140.134376 = -29509558.630107
  nChanged 30368
		SP:Iteration 6F (200171.820000 sec): 3 clusters
  Score: Raw -29542769.399629 + Penalty 4140.134376 = -29538629.265253
  nChanged 23992
		SP:Iteration 7F (200173.280000 sec): 3 clusters
  Score: Raw -29566454.383573 + Penalty 4140.134376 = -29562314.249197
  nChanged 13693
		SP:Iteration 8Q (200174.940000 sec): 3 clusters
  Score: Raw -29579257.145436 + Penalty 4140.134376 = -29575117.011060
  nChanged 6205
		SP:Iteration 9Q (200176.590000 sec): 3 clusters
  Score: Raw -29584489.481731 + Penalty 4140.134376 = -29580349.347355
  nChanged 2489
		SP:Iteration 10Q (200178.250000 sec): 3 clusters
  Score: Raw -29586399.217038 + Penalty 4140.134376 = -29582259.082662
  nChanged 1023
		SP:Iteration 11Q (200179.720000 sec): 3 clusters
  Score: Raw -29587136.593209 + Penalty 4140.134376 = -29582996.458834
  nChanged 452
		SP:Iteration 12Q (200181.050000 sec): 3 clusters
  Score: Raw -29587450.495095 + Penalty 4140.134376 = -29583310.360719
  nChanged 241
		SP:Iteration 13Q (200182.350000 sec): 3 clusters
  Score: Raw -29587630.529395 + Penalty 4140.134376 = -29583490.395019
  nChanged 146
		SP:Iteration 14Q (200183.580000 sec): 3 clusters
  Score: Raw -29587740.606732 + Penalty 4140.134376 = -29583600.472356
  nChanged 103
		SP:Iteration 15Q (200184.950000 sec): 3 clusters
  Score: Raw -29587801.028046 + Penalty 4140.134376 = -29583660.893670
  nChanged 88
		SP:Iteration 16Q (200186.280000 sec): 3 clusters
  Score: Raw -29587862.071071 + Penalty 4140.134376 = -29583721.936695
  nChanged 85
		SP:Iteration 17Q (200187.650000 sec): 3 clusters
  Score: Raw -29587909.514938 + Penalty 4140.134376 = -29583769.380562
  nChanged 65
		SP:Iteration 18Q (200188.990000 sec): 3 clusters
  Score: Raw -29587940.955689 + Penalty 4140.134376 = -29583800.821313
  nChanged 40
		SP:Iteration 19Q (200190.380000 sec): 3 clusters
  Score: Raw -29587965.560641 + Penalty 4140.134376 = -29583825.426266
  nChanged 40
		SP:Iteration 20F (200191.840000 sec): 3 clusters
  Score: Raw -29587987.954756 + Penalty 4140.134376 = -29583847.820380
  nChanged 35
		SP:Iteration 21Q (200193.190000 sec): 3 clusters
  Score: Raw -29588007.592754 + Penalty 4140.134376 = -29583867.458378
  nChanged 34
		SP:Iteration 22Q (200194.520000 sec): 3 clusters
  Score: Raw -29588023.775500 + Penalty 4140.134376 = -29583883.641124
  nChanged 37
		SP:Iteration 23Q (200195.700000 sec): 3 clusters
  Score: Raw -29588039.309913 + Penalty 4140.134376 = -29583899.175537
  nChanged 33
		SP:Iteration 24Q (200196.960000 sec): 3 clusters
  Score: Raw -29588052.780656 + Penalty 4140.134376 = -29583912.646280
  nChanged 25
		SP:Iteration 25Q (200198.270000 sec): 3 clusters
  Score: Raw -29588062.735846 + Penalty 4140.134376 = -29583922.601470
  nChanged 23
		SP:Iteration 26Q (200199.450000 sec): 3 clusters
  Score: Raw -29588070.322130 + Penalty 4140.134376 = -29583930.187754
  nChanged 15
		SP:Iteration 27Q (200200.660000 sec): 3 clusters
  Score: Raw -29588074.658058 + Penalty 4140.134376 = -29583934.523683
  nChanged 12
		SP:Iteration 28Q (200201.880000 sec): 3 clusters
  Score: Raw -29588080.072489 + Penalty 4140.134376 = -29583939.938113
  nChanged 19
		SP:Iteration 29Q (200203.050000 sec): 3 clusters
  Score: Raw -29588086.922154 + Penalty 4140.134376 = -29583946.787779
  nChanged 13
		SP:Iteration 30Q (200204.380000 sec): 3 clusters
  Score: Raw -29588091.100444 + Penalty 4140.134376 = -29583950.966068
  nChanged 11
		SP:Iteration 31Q (200205.540000 sec): 3 clusters
  Score: Raw -29588095.064907 + Penalty 4140.134376 = -29583954.930532
  nChanged 13
		SP:Iteration 32Q (200206.870000 sec): 3 clusters
  Score: Raw -29588098.601440 + Penalty 4140.134376 = -29583958.467064
  nChanged 9
		SP:Iteration 33Q (200208.220000 sec): 3 clusters
  Score: Raw -29588101.524247 + Penalty 4140.134376 = -29583961.389871
  nChanged 9
		SP:Iteration 34Q (200209.770000 sec): 3 clusters
  Score: Raw -29588105.865184 + Penalty 4140.134376 = -29583965.730808
  nChanged 16
		SP:Iteration 35Q (200211.390000 sec): 3 clusters
  Score: Raw -29588112.194203 + Penalty 4140.134376 = -29583972.059828
  nChanged 18
		SP:Iteration 36Q (200212.750000 sec): 3 clusters
  Score: Raw -29588117.775704 + Penalty 4140.134376 = -29583977.641328
  nChanged 14
		SP:Iteration 37Q (200213.900000 sec): 3 clusters
  Score: Raw -29588122.481672 + Penalty 4140.134376 = -29583982.347297
  nChanged 11
		SP:Iteration 38Q (200215.030000 sec): 3 clusters
  Score: Raw -29588127.724616 + Penalty 4140.134376 = -29583987.590241
  nChanged 12
		SP:Iteration 39Q (200216.250000 sec): 3 clusters
  Score: Raw -29588133.078758 + Penalty 4140.134376 = -29583992.944383
  nChanged 13
		SP:Iteration 40F (200217.760000 sec): 3 clusters
  Score: Raw -29588136.842700 + Penalty 4140.134376 = -29583996.708325
  nChanged 10
		SP:Iteration 41Q (200219.340000 sec): 3 clusters
  Score: Raw -29588138.959577 + Penalty 4140.134376 = -29583998.825201
  nChanged 15
		SP:Iteration 42Q (200220.800000 sec): 3 clusters
  Score: Raw -29588143.136364 + Penalty 4140.134376 = -29584003.001988
  nChanged 9
		SP:Iteration 43Q (200222.320000 sec): 3 clusters
  Score: Raw -29588145.977018 + Penalty 4140.134376 = -29584005.842642
  nChanged 12
		SP:Iteration 44Q (200223.670000 sec): 3 clusters
  Score: Raw -29588149.454937 + Penalty 4140.134376 = -29584009.320561
  nChanged 14
		SP:Iteration 45Q (200225.220000 sec): 3 clusters
  Score: Raw -29588153.705340 + Penalty 4140.134376 = -29584013.570964
  nChanged 18
		SP:Iteration 46Q (200226.570000 sec): 3 clusters
  Score: Raw -29588159.069268 + Penalty 4140.134376 = -29584018.934892
  nChanged 15
		SP:Iteration 47Q (200227.790000 sec): 3 clusters
  Score: Raw -29588163.314515 + Penalty 4140.134376 = -29584023.180140
  nChanged 12
		SP:Iteration 48Q (200229.160000 sec): 3 clusters
  Score: Raw -29588167.193671 + Penalty 4140.134376 = -29584027.059295
  nChanged 11
		SP:Iteration 49Q (200230.420000 sec): 3 clusters
  Score: Raw -29588170.645284 + Penalty 4140.134376 = -29584030.510908
  nChanged 11
		SP:Iteration 50Q (200231.830000 sec): 3 clusters
  Score: Raw -29588173.101698 + Penalty 4140.134376 = -29584032.967323
  nChanged 5
		SP:Iteration 51Q (200233.270000 sec): 3 clusters
  Score: Raw -29588174.166460 + Penalty 4140.134376 = -29584034.032084
  nChanged 7
		SP:Iteration 52Q (200234.790000 sec): 3 clusters
  Score: Raw -29588176.368936 + Penalty 4140.134376 = -29584036.234560
  nChanged 8
		SP:Iteration 53Q (200236.200000 sec): 3 clusters
  Score: Raw -29588178.472790 + Penalty 4140.134376 = -29584038.338414
  nChanged 5
		SP:Iteration 54Q (200237.710000 sec): 3 clusters
  Score: Raw -29588179.669007 + Penalty 4140.134376 = -29584039.534632
  nChanged 2
		SP:Iteration 55Q (200239.090000 sec): 3 clusters
  Score: Raw -29588180.158349 + Penalty 4140.134376 = -29584040.023973
  nChanged 1
		SP:Iteration 56Q (200240.410000 sec): 3 clusters
  Score: Raw -29588180.393431 + Penalty 4140.134376 = -29584040.259055
  nChanged 1
		SP:Iteration 57Q (200241.840000 sec): 3 clusters
  Score: Raw -29588180.569688 + Penalty 4140.134376 = -29584040.435312
  nChanged 2
		SP:Iteration 58Q (200243.170000 sec): 3 clusters
  Score: Raw -29588180.916932 + Penalty 4140.134376 = -29584040.782556
  nChanged 1
		SP:Iteration 59Q (200244.680000 sec): 3 clusters
  Score: Raw -29588181.055987 + Penalty 4140.134376 = -29584040.921612
  nChanged 2
		SP:Iteration 60F (200246.510000 sec): 3 clusters
  Score: Raw -29588181.644352 + Penalty 4140.134376 = -29584041.509976
  nChanged 1
		SP:Iteration 61Q (200248.060000 sec): 3 clusters
  Score: Raw -29588182.107286 + Penalty 4140.134376 = -29584041.972910
  nChanged 2
		SP:Iteration 62Q (200249.410000 sec): 3 clusters
  Score: Raw -29588182.545170 + Penalty 4140.134376 = -29584042.410795
  nChanged 2
		SP:Iteration 63Q (200250.700000 sec): 3 clusters
  Score: Raw -29588182.705843 + Penalty 4140.134376 = -29584042.571467
  nChanged 1
		SP:Iteration 64Q (200252.140000 sec): 3 clusters
  Score: Raw -29588182.848039 + Penalty 4140.134376 = -29584042.713663
  nChanged 2
		SP:Iteration 65Q (200253.380000 sec): 3 clusters
  Score: Raw -29588183.683405 + Penalty 4140.134376 = -29584043.549029
  nChanged 8
		SP:Iteration 66Q (200254.820000 sec): 3 clusters
  Score: Raw -29588185.168262 + Penalty 4140.134376 = -29584045.033886
  nChanged 6
		SP:Iteration 67Q (200256.100000 sec): 3 clusters
  Score: Raw -29588186.088961 + Penalty 4140.134376 = -29584045.954586
  nChanged 4
		SP:Iteration 68Q (200257.440000 sec): 3 clusters
  Score: Raw -29588186.855642 + Penalty 4140.134376 = -29584046.721266
  nChanged 7
		SP:Iteration 69Q (200258.830000 sec): 3 clusters
  Score: Raw -29588188.316994 + Penalty 4140.134376 = -29584048.182619
  nChanged 6
		SP:Iteration 70Q (200260.140000 sec): 3 clusters
  Score: Raw -29588190.074548 + Penalty 4140.134376 = -29584049.940173
  nChanged 5
		SP:Iteration 71Q (200261.430000 sec): 3 clusters
  Score: Raw -29588191.090252 + Penalty 4140.134376 = -29584050.955876
  nChanged 2
		SP:Iteration 72Q (200262.850000 sec): 3 clusters
  Score: Raw -29588191.294909 + Penalty 4140.134376 = -29584051.160534
  nChanged 1
		SP:Iteration 73Q (200264.260000 sec): 3 clusters
  Score: Raw -29588191.390397 + Penalty 4140.134376 = -29584051.256021
  nChanged 1
		SP:Iteration 74Q (200265.680000 sec): 3 clusters
  Score: Raw -29588191.654341 + Penalty 4140.134376 = -29584051.519965
  nChanged 2
		SP:Iteration 75Q (200267.090000 sec): 3 clusters
  Score: Raw -29588192.068591 + Penalty 4140.134376 = -29584051.934216
  nChanged 1
		SP:Iteration 76Q (200268.520000 sec): 3 clusters
  Score: Raw -29588192.391151 + Penalty 4140.134376 = -29584052.256776
  nChanged 2
		SP:Iteration 77Q (200269.880000 sec): 3 clusters
  Score: Raw -29588192.860932 + Penalty 4140.134376 = -29584052.726556
  nChanged 1
		SP:Iteration 78Q (200271.360000 sec): 3 clusters
  Score: Raw -29588192.935744 + Penalty 4140.134376 = -29584052.801368
  nChanged 0
		SP:Iteration 79F (200272.860000 sec): 3 clusters
  Score: Raw -29588192.935744 + Penalty 4140.134376 = -29584052.801368
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 50 (7553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200273.110000 sec): 2 clusters
  Score: Raw -579723.339713 + Penalty 1451.076269 = -578272.263444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200273.350000 sec): 3 clusters
  Score: Raw -575554.132847 + Penalty 2902.152537 = -572651.980310
  nChanged 3270
		SP:Iteration 1F (200273.600000 sec): 3 clusters
  Score: Raw -577437.352867 + Penalty 2902.152537 = -574535.200330
  nChanged 602
		SP:Iteration 2F (200273.830000 sec): 3 clusters
  Score: Raw -577800.198623 + Penalty 2902.152537 = -574898.046086
  nChanged 499
		SP:Iteration 3F (200274.040000 sec): 3 clusters
  Score: Raw -578074.549517 + Penalty 2902.152537 = -575172.396980
  nChanged 422
		SP:Iteration 4F (200274.260000 sec): 3 clusters
  Score: Raw -578314.143659 + Penalty 2902.152537 = -575411.991122
  nChanged 412
		SP:Iteration 5F (200274.480000 sec): 3 clusters
  Score: Raw -578561.197477 + Penalty 2902.152537 = -575659.044939
  nChanged 337
		SP:Iteration 6Q (200274.690000 sec): 3 clusters
  Score: Raw -578769.502214 + Penalty 2902.152537 = -575867.349677
  nChanged 311
		SP:Iteration 7Q (200274.920000 sec): 3 clusters
  Score: Raw -578936.870141 + Penalty 2902.152537 = -576034.717604
  nChanged 302
		SP:Iteration 8Q (200275.160000 sec): 3 clusters
  Score: Raw -579098.443426 + Penalty 2902.152537 = -576196.290889
  nChanged 256
		SP:Iteration 9Q (200275.390000 sec): 3 clusters
  Score: Raw -579227.615026 + Penalty 2902.152537 = -576325.462489
  nChanged 207
		SP:Iteration 10Q (200275.570000 sec): 3 clusters
  Score: Raw -579329.117519 + Penalty 2902.152537 = -576426.964982
  nChanged 172
		SP:Iteration 11Q (200275.780000 sec): 3 clusters
  Score: Raw -579414.474053 + Penalty 2902.152537 = -576512.321515
  nChanged 141
		SP:Iteration 12Q (200275.950000 sec): 3 clusters
  Score: Raw -579483.721838 + Penalty 2902.152537 = -576581.569301
  nChanged 130
		SP:Iteration 13Q (200276.170000 sec): 3 clusters
  Score: Raw -579545.721539 + Penalty 2902.152537 = -576643.569002
  nChanged 104
		SP:Iteration 14Q (200276.380000 sec): 3 clusters
  Score: Raw -579586.384991 + Penalty 2902.152537 = -576684.232454
  nChanged 74
		SP:Iteration 15Q (200276.570000 sec): 3 clusters
  Score: Raw -579613.322825 + Penalty 2902.152537 = -576711.170288
  nChanged 67
		SP:Iteration 16Q (200276.780000 sec): 3 clusters
  Score: Raw -579636.176152 + Penalty 2902.152537 = -576734.023615
  nChanged 64
		SP:Iteration 17Q (200276.980000 sec): 3 clusters
  Score: Raw -579654.627147 + Penalty 2902.152537 = -576752.474610
  nChanged 44
		SP:Iteration 18Q (200277.180000 sec): 3 clusters
  Score: Raw -579664.502169 + Penalty 2902.152537 = -576762.349632
  nChanged 43
		SP:Iteration 19Q (200277.420000 sec): 3 clusters
  Score: Raw -579682.016741 + Penalty 2902.152537 = -576779.864204
  nChanged 55
		SP:Iteration 20F (200277.620000 sec): 3 clusters
  Score: Raw -579701.261089 + Penalty 2902.152537 = -576799.108552
  nChanged 49
		SP:Iteration 21Q (200277.840000 sec): 3 clusters
  Score: Raw -579714.157255 + Penalty 2902.152537 = -576812.004718
  nChanged 42
		SP:Iteration 22Q (200278.030000 sec): 3 clusters
  Score: Raw -579724.490768 + Penalty 2902.152537 = -576822.338231
  nChanged 35
		SP:Iteration 23Q (200278.210000 sec): 3 clusters
  Score: Raw -579733.660522 + Penalty 2902.152537 = -576831.507984
  nChanged 29
		SP:Iteration 24Q (200278.410000 sec): 3 clusters
  Score: Raw -579742.495879 + Penalty 2902.152537 = -576840.343342
  nChanged 40
		SP:Iteration 25Q (200278.590000 sec): 3 clusters
  Score: Raw -579754.847047 + Penalty 2902.152537 = -576852.694510
  nChanged 46
		SP:Iteration 26Q (200278.820000 sec): 3 clusters
  Score: Raw -579766.571296 + Penalty 2902.152537 = -576864.418759
  nChanged 40
		SP:Iteration 27Q (200279.050000 sec): 3 clusters
  Score: Raw -579779.623097 + Penalty 2902.152537 = -576877.470560
  nChanged 53
		SP:Iteration 28Q (200279.310000 sec): 3 clusters
  Score: Raw -579798.812974 + Penalty 2902.152537 = -576896.660437
  nChanged 52
		SP:Iteration 29Q (200279.510000 sec): 3 clusters
  Score: Raw -579820.012893 + Penalty 2902.152537 = -576917.860356
  nChanged 66
		SP:Iteration 30Q (200279.720000 sec): 3 clusters
  Score: Raw -579844.201466 + Penalty 2902.152537 = -576942.048929
  nChanged 62
		SP:Iteration 31Q (200279.960000 sec): 3 clusters
  Score: Raw -579866.432769 + Penalty 2902.152537 = -576964.280232
  nChanged 58
		SP:Iteration 32Q (200280.170000 sec): 3 clusters
  Score: Raw -579886.050763 + Penalty 2902.152537 = -576983.898226
  nChanged 67
		SP:Iteration 33Q (200280.370000 sec): 3 clusters
  Score: Raw -579908.703928 + Penalty 2902.152537 = -577006.551391
  nChanged 54
		SP:Iteration 34Q (200280.570000 sec): 3 clusters
  Score: Raw -579930.841569 + Penalty 2902.152537 = -577028.689032
  nChanged 58
		SP:Iteration 35Q (200280.790000 sec): 3 clusters
  Score: Raw -579961.251468 + Penalty 2902.152537 = -577059.098930
  nChanged 74
		SP:Iteration 36Q (200281.020000 sec): 3 clusters
  Score: Raw -580004.171364 + Penalty 2902.152537 = -577102.018827
  nChanged 100
		SP:Iteration 37Q (200281.230000 sec): 3 clusters
  Score: Raw -580067.432769 + Penalty 2902.152537 = -577165.280232
  nChanged 107
		SP:Iteration 38Q (200281.430000 sec): 3 clusters
  Score: Raw -580135.720729 + Penalty 2902.152537 = -577233.568192
  nChanged 82
		SP:Iteration 39Q (200281.630000 sec): 3 clusters
  Score: Raw -580177.314666 + Penalty 2902.152537 = -577275.162129
  nChanged 73
		SP:Iteration 40F (200281.810000 sec): 3 clusters
  Score: Raw -580204.697870 + Penalty 2902.152537 = -577302.545333
  nChanged 50
		SP:Iteration 41Q (200281.930000 sec): 3 clusters
  Score: Raw -580220.168451 + Penalty 2902.152537 = -577318.015914
  nChanged 43
		SP:Iteration 42Q (200282.070000 sec): 3 clusters
  Score: Raw -580234.161138 + Penalty 2902.152537 = -577332.008600
  nChanged 47
		SP:Iteration 43Q (200282.260000 sec): 3 clusters
  Score: Raw -580250.967961 + Penalty 2902.152537 = -577348.815424
  nChanged 36
		SP:Iteration 44Q (200282.440000 sec): 3 clusters
  Score: Raw -580262.623306 + Penalty 2902.152537 = -577360.470769
  nChanged 33
		SP:Iteration 45Q (200282.650000 sec): 3 clusters
  Score: Raw -580271.622334 + Penalty 2902.152537 = -577369.469797
  nChanged 23
		SP:Iteration 46Q (200282.820000 sec): 3 clusters
  Score: Raw -580275.791861 + Penalty 2902.152537 = -577373.639324
  nChanged 13
		SP:Iteration 47Q (200283.020000 sec): 3 clusters
  Score: Raw -580278.741158 + Penalty 2902.152537 = -577376.588621
  nChanged 11
		SP:Iteration 48Q (200283.240000 sec): 3 clusters
  Score: Raw -580281.510570 + Penalty 2902.152537 = -577379.358033
  nChanged 13
		SP:Iteration 49Q (200283.440000 sec): 3 clusters
  Score: Raw -580284.970624 + Penalty 2902.152537 = -577382.818087
  nChanged 12
		SP:Iteration 50Q (200283.640000 sec): 3 clusters
  Score: Raw -580287.324445 + Penalty 2902.152537 = -577385.171908
  nChanged 9
		SP:Iteration 51Q (200283.840000 sec): 3 clusters
  Score: Raw -580288.759249 + Penalty 2902.152537 = -577386.606711
  nChanged 6
		SP:Iteration 52Q (200284.040000 sec): 3 clusters
  Score: Raw -580289.997079 + Penalty 2902.152537 = -577387.844542
  nChanged 6
		SP:Iteration 53Q (200284.240000 sec): 3 clusters
  Score: Raw -580290.987522 + Penalty 2902.152537 = -577388.834985
  nChanged 2
		SP:Iteration 54Q (200284.440000 sec): 3 clusters
  Score: Raw -580291.352765 + Penalty 2902.152537 = -577389.200228
  nChanged 3
		SP:Iteration 55Q (200284.650000 sec): 3 clusters
  Score: Raw -580292.003174 + Penalty 2902.152537 = -577389.850637
  nChanged 3
		SP:Iteration 56Q (200284.890000 sec): 3 clusters
  Score: Raw -580292.327336 + Penalty 2902.152537 = -577390.174799
  nChanged 2
		SP:Iteration 57Q (200285.090000 sec): 3 clusters
  Score: Raw -580292.442490 + Penalty 2902.152537 = -577390.289953
  nChanged 0
		SP:Iteration 58F (200285.270000 sec): 3 clusters
  Score: Raw -580292.442490 + Penalty 2902.152537 = -577390.289953
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 51 (6869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200285.410000 sec): 2 clusters
  Score: Raw -574612.013269 + Penalty 1435.650745 = -573176.362524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200285.570000 sec): 3 clusters
  Score: Raw -570904.123668 + Penalty 2871.301490 = -568032.822178
  nChanged 2878
		SP:Iteration 1F (200285.780000 sec): 3 clusters
  Score: Raw -572475.490787 + Penalty 2871.301490 = -569604.189297
  nChanged 515
		SP:Iteration 2F (200285.970000 sec): 3 clusters
  Score: Raw -572773.850612 + Penalty 2871.301490 = -569902.549122
  nChanged 390
		SP:Iteration 3F (200286.190000 sec): 3 clusters
  Score: Raw -572995.680095 + Penalty 2871.301490 = -570124.378605
  nChanged 315
		SP:Iteration 4Q (200286.400000 sec): 3 clusters
  Score: Raw -573160.300904 + Penalty 2871.301490 = -570288.999415
  nChanged 301
		SP:Iteration 5Q (200286.610000 sec): 3 clusters
  Score: Raw -573322.030783 + Penalty 2871.301490 = -570450.729294
  nChanged 294
		SP:Iteration 6Q (200286.800000 sec): 3 clusters
  Score: Raw -573503.181726 + Penalty 2871.301490 = -570631.880236
  nChanged 306
		SP:Iteration 7Q (200286.980000 sec): 3 clusters
  Score: Raw -573675.277096 + Penalty 2871.301490 = -570803.975606
  nChanged 263
		SP:Iteration 8Q (200287.180000 sec): 3 clusters
  Score: Raw -573828.566782 + Penalty 2871.301490 = -570957.265293
  nChanged 222
		SP:Iteration 9Q (200287.370000 sec): 3 clusters
  Score: Raw -573952.553924 + Penalty 2871.301490 = -571081.252435
  nChanged 217
		SP:Iteration 10Q (200287.610000 sec): 3 clusters
  Score: Raw -574068.135086 + Penalty 2871.301490 = -571196.833596
  nChanged 220
		SP:Iteration 11Q (200287.840000 sec): 3 clusters
  Score: Raw -574186.153072 + Penalty 2871.301490 = -571314.851583
  nChanged 211
		SP:Iteration 12Q (200288.100000 sec): 3 clusters
  Score: Raw -574276.372228 + Penalty 2871.301490 = -571405.070738
  nChanged 161
		SP:Iteration 13Q (200288.320000 sec): 3 clusters
  Score: Raw -574334.593878 + Penalty 2871.301490 = -571463.292389
  nChanged 134
		SP:Iteration 14Q (200288.490000 sec): 3 clusters
  Score: Raw -574381.734073 + Penalty 2871.301490 = -571510.432583
  nChanged 96
		SP:Iteration 15Q (200288.730000 sec): 3 clusters
  Score: Raw -574409.683395 + Penalty 2871.301490 = -571538.381905
  nChanged 83
		SP:Iteration 16Q (200288.940000 sec): 3 clusters
  Score: Raw -574432.543057 + Penalty 2871.301490 = -571561.241567
  nChanged 72
		SP:Iteration 17Q (200289.180000 sec): 3 clusters
  Score: Raw -574453.229878 + Penalty 2871.301490 = -571581.928389
  nChanged 54
		SP:Iteration 18Q (200289.420000 sec): 3 clusters
  Score: Raw -574466.474965 + Penalty 2871.301490 = -571595.173476
  nChanged 35
		SP:Iteration 19Q (200289.670000 sec): 3 clusters
  Score: Raw -574472.683139 + Penalty 2871.301490 = -571601.381649
  nChanged 28
		SP:Iteration 20F (200289.940000 sec): 3 clusters
  Score: Raw -574477.627899 + Penalty 2871.301490 = -571606.326410
  nChanged 20
		SP:Iteration 21Q (200290.110000 sec): 3 clusters
  Score: Raw -574481.821035 + Penalty 2871.301490 = -571610.519545
  nChanged 22
		SP:Iteration 22Q (200290.330000 sec): 3 clusters
  Score: Raw -574484.972993 + Penalty 2871.301490 = -571613.671503
  nChanged 17
		SP:Iteration 23Q (200290.580000 sec): 3 clusters
  Score: Raw -574487.838757 + Penalty 2871.301490 = -571616.537267
  nChanged 15
		SP:Iteration 24Q (200290.800000 sec): 3 clusters
  Score: Raw -574491.586977 + Penalty 2871.301490 = -571620.285487
  nChanged 19
		SP:Iteration 25Q (200291.040000 sec): 3 clusters
  Score: Raw -574494.213187 + Penalty 2871.301490 = -571622.911697
  nChanged 8
		SP:Iteration 26Q (200291.240000 sec): 3 clusters
  Score: Raw -574495.871514 + Penalty 2871.301490 = -571624.570024
  nChanged 10
		SP:Iteration 27Q (200291.490000 sec): 3 clusters
  Score: Raw -574496.588630 + Penalty 2871.301490 = -571625.287140
  nChanged 3
		SP:Iteration 28Q (200291.680000 sec): 3 clusters
  Score: Raw -574496.800757 + Penalty 2871.301490 = -571625.499267
  nChanged 1
		SP:Iteration 29Q (200291.900000 sec): 3 clusters
  Score: Raw -574496.907914 + Penalty 2871.301490 = -571625.606424
  nChanged 1
		SP:Iteration 30Q (200292.120000 sec): 3 clusters
  Score: Raw -574497.108111 + Penalty 2871.301490 = -571625.806622
  nChanged 3
		SP:Iteration 31Q (200292.350000 sec): 3 clusters
  Score: Raw -574497.394856 + Penalty 2871.301490 = -571626.093366
  nChanged 2
		SP:Iteration 32Q (200292.560000 sec): 3 clusters
  Score: Raw -574497.740125 + Penalty 2871.301490 = -571626.438636
  nChanged 2
		SP:Iteration 33Q (200292.760000 sec): 3 clusters
  Score: Raw -574497.832646 + Penalty 2871.301490 = -571626.531156
  nChanged 0
		SP:Iteration 34F (200293.040000 sec): 3 clusters
  Score: Raw -574497.832646 + Penalty 2871.301490 = -571626.531156
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 52 (861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200293.130000 sec): 2 clusters
  Score: Raw -71679.845971 + Penalty 1098.190357 = -70581.655614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200293.300000 sec): 3 clusters
  Score: Raw -71415.504349 + Penalty 2196.380714 = -69219.123635
  nChanged 238
		SP:Iteration 1F (200293.470000 sec): 3 clusters
  Score: Raw -71682.042612 + Penalty 2196.380714 = -69485.661898
  nChanged 82
		SP:Iteration 2F (200293.650000 sec): 3 clusters
  Score: Raw -71805.678501 + Penalty 2196.380714 = -69609.297787
  nChanged 48
		SP:Iteration 3F (200293.920000 sec): 3 clusters
  Score: Raw -71889.710971 + Penalty 2196.380714 = -69693.330257
  nChanged 33
		SP:Iteration 4Q (200294.130000 sec): 3 clusters
  Score: Raw -71948.320162 + Penalty 2196.380714 = -69751.939448
  nChanged 21
		SP:Iteration 5Q (200294.300000 sec): 3 clusters
  Score: Raw -71989.358173 + Penalty 2196.380714 = -69792.977459
  nChanged 26
		SP:Iteration 6Q (200294.520000 sec): 3 clusters
  Score: Raw -72034.802335 + Penalty 2196.380714 = -69838.421621
  nChanged 20
		SP:Iteration 7Q (200294.680000 sec): 3 clusters
  Score: Raw -72067.375813 + Penalty 2196.380714 = -69870.995099
  nChanged 13
		SP:Iteration 8Q (200294.850000 sec): 3 clusters
  Score: Raw -72082.199413 + Penalty 2196.380714 = -69885.818699
  nChanged 6
		SP:Iteration 9Q (200295.040000 sec): 3 clusters
  Score: Raw -72087.248404 + Penalty 2196.380714 = -69890.867690
  nChanged 6
		SP:Iteration 10Q (200295.220000 sec): 3 clusters
  Score: Raw -72092.830161 + Penalty 2196.380714 = -69896.449447
  nChanged 7
		SP:Iteration 11Q (200295.410000 sec): 3 clusters
  Score: Raw -72100.848269 + Penalty 2196.380714 = -69904.467555
  nChanged 7
		SP:Iteration 12Q (200295.600000 sec): 3 clusters
  Score: Raw -72108.485759 + Penalty 2196.380714 = -69912.105045
  nChanged 7
		SP:Iteration 13Q (200295.760000 sec): 3 clusters
  Score: Raw -72115.165298 + Penalty 2196.380714 = -69918.784584
  nChanged 2
		SP:Iteration 14Q (200295.940000 sec): 3 clusters
  Score: Raw -72116.949303 + Penalty 2196.380714 = -69920.568589
  nChanged 1
		SP:Iteration 15Q (200296.120000 sec): 3 clusters
  Score: Raw -72117.720138 + Penalty 2196.380714 = -69921.339425
  nChanged 2
		SP:Iteration 16Q (200296.300000 sec): 3 clusters
  Score: Raw -72119.890807 + Penalty 2196.380714 = -69923.510094
  nChanged 2
		SP:Iteration 17Q (200296.510000 sec): 3 clusters
  Score: Raw -72121.189379 + Penalty 2196.380714 = -69924.808665
  nChanged 0
		SP:Iteration 18F (200296.660000 sec): 3 clusters
  Score: Raw -72121.189379 + Penalty 2196.380714 = -69924.808665
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 53 (3096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200296.790000 sec): 2 clusters
  Score: Raw -228038.904065 + Penalty 1306.153263 = -226732.750802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200296.970000 sec): 3 clusters
  Score: Raw -226591.034309 + Penalty 2612.306526 = -223978.727783
  nChanged 1177
		SP:Iteration 1F (200297.150000 sec): 3 clusters
  Score: Raw -227461.187341 + Penalty 2612.306526 = -224848.880814
  nChanged 305
		SP:Iteration 2F (200297.320000 sec): 3 clusters
  Score: Raw -227826.526897 + Penalty 2612.306526 = -225214.220370
  nChanged 250
		SP:Iteration 3F (200297.540000 sec): 3 clusters
  Score: Raw -228115.793142 + Penalty 2612.306526 = -225503.486615
  nChanged 191
		SP:Iteration 4F (200297.770000 sec): 3 clusters
  Score: Raw -228331.229679 + Penalty 2612.306526 = -225718.923153
  nChanged 167
		SP:Iteration 5F (200297.940000 sec): 3 clusters
  Score: Raw -228527.939811 + Penalty 2612.306526 = -225915.633285
  nChanged 152
		SP:Iteration 6Q (200298.150000 sec): 3 clusters
  Score: Raw -228685.489828 + Penalty 2612.306526 = -226073.183302
  nChanged 123
		SP:Iteration 7Q (200298.330000 sec): 3 clusters
  Score: Raw -228835.425456 + Penalty 2612.306526 = -226223.118929
  nChanged 99
		SP:Iteration 8Q (200298.520000 sec): 3 clusters
  Score: Raw -228949.415600 + Penalty 2612.306526 = -226337.109073
  nChanged 85
		SP:Iteration 9Q (200298.710000 sec): 3 clusters
  Score: Raw -229046.176407 + Penalty 2612.306526 = -226433.869881
  nChanged 69
		SP:Iteration 10Q (200298.940000 sec): 3 clusters
  Score: Raw -229107.139688 + Penalty 2612.306526 = -226494.833162
  nChanged 63
		SP:Iteration 11Q (200299.160000 sec): 3 clusters
  Score: Raw -229152.710194 + Penalty 2612.306526 = -226540.403668
  nChanged 42
		SP:Iteration 12Q (200299.320000 sec): 3 clusters
  Score: Raw -229187.521456 + Penalty 2612.306526 = -226575.214930
  nChanged 28
		SP:Iteration 13Q (200299.520000 sec): 3 clusters
  Score: Raw -229204.714263 + Penalty 2612.306526 = -226592.407737
  nChanged 24
		SP:Iteration 14Q (200299.660000 sec): 3 clusters
  Score: Raw -229217.804222 + Penalty 2612.306526 = -226605.497695
  nChanged 15
		SP:Iteration 15Q (200299.860000 sec): 3 clusters
  Score: Raw -229225.260159 + Penalty 2612.306526 = -226612.953633
  nChanged 9
		SP:Iteration 16Q (200300.060000 sec): 3 clusters
  Score: Raw -229231.210193 + Penalty 2612.306526 = -226618.903667
  nChanged 8
		SP:Iteration 17Q (200300.290000 sec): 3 clusters
  Score: Raw -229234.456144 + Penalty 2612.306526 = -226622.149618
  nChanged 3
		SP:Iteration 18Q (200300.450000 sec): 3 clusters
  Score: Raw -229235.940742 + Penalty 2612.306526 = -226623.634215
  nChanged 3
		SP:Iteration 19Q (200300.640000 sec): 3 clusters
  Score: Raw -229236.926804 + Penalty 2612.306526 = -226624.620277
  nChanged 0
		SP:Iteration 20F (200300.850000 sec): 3 clusters
  Score: Raw -229236.926804 + Penalty 2612.306526 = -226624.620277
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 54 (3476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200300.970000 sec): 2 clusters
  Score: Raw -309934.382960 + Penalty 1324.966092 = -308609.416868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200301.160000 sec): 3 clusters
  Score: Raw -308199.942180 + Penalty 2649.932183 = -305550.009997
  nChanged 1364
		SP:Iteration 1F (200301.380000 sec): 3 clusters
  Score: Raw -308948.097828 + Penalty 2649.932183 = -306298.165645
  nChanged 260
		SP:Iteration 2F (200301.600000 sec): 3 clusters
  Score: Raw -309101.574841 + Penalty 2649.932183 = -306451.642658
  nChanged 185
		SP:Iteration 3F (200301.780000 sec): 3 clusters
  Score: Raw -309202.393722 + Penalty 2649.932183 = -306552.461539
  nChanged 119
		SP:Iteration 4Q (200301.920000 sec): 3 clusters
  Score: Raw -309262.134267 + Penalty 2649.932183 = -306612.202084
  nChanged 102
		SP:Iteration 5Q (200302.090000 sec): 3 clusters
  Score: Raw -309311.447494 + Penalty 2649.932183 = -306661.515311
  nChanged 72
		SP:Iteration 6Q (200302.260000 sec): 3 clusters
  Score: Raw -309341.872419 + Penalty 2649.932183 = -306691.940236
  nChanged 56
		SP:Iteration 7Q (200302.500000 sec): 3 clusters
  Score: Raw -309370.661834 + Penalty 2649.932183 = -306720.729651
  nChanged 59
		SP:Iteration 8Q (200302.680000 sec): 3 clusters
  Score: Raw -309401.261543 + Penalty 2649.932183 = -306751.329360
  nChanged 60
		SP:Iteration 9Q (200302.910000 sec): 3 clusters
  Score: Raw -309427.104162 + Penalty 2649.932183 = -306777.171979
  nChanged 56
		SP:Iteration 10Q (200303.080000 sec): 3 clusters
  Score: Raw -309456.075426 + Penalty 2649.932183 = -306806.143243
  nChanged 66
		SP:Iteration 11Q (200303.260000 sec): 3 clusters
  Score: Raw -309495.278111 + Penalty 2649.932183 = -306845.345928
  nChanged 74
		SP:Iteration 12Q (200303.460000 sec): 3 clusters
  Score: Raw -309537.404008 + Penalty 2649.932183 = -306887.471825
  nChanged 70
		SP:Iteration 13Q (200303.680000 sec): 3 clusters
  Score: Raw -309581.048814 + Penalty 2649.932183 = -306931.116631
  nChanged 85
		SP:Iteration 14Q (200303.830000 sec): 3 clusters
  Score: Raw -309636.994331 + Penalty 2649.932183 = -306987.062148
  nChanged 75
		SP:Iteration 15Q (200304.030000 sec): 3 clusters
  Score: Raw -309686.358162 + Penalty 2649.932183 = -307036.425979
  nChanged 78
		SP:Iteration 16Q (200304.190000 sec): 3 clusters
  Score: Raw -309747.006705 + Penalty 2649.932183 = -307097.074522
  nChanged 70
		SP:Iteration 17Q (200304.410000 sec): 3 clusters
  Score: Raw -309794.717459 + Penalty 2649.932183 = -307144.785276
  nChanged 65
		SP:Iteration 18Q (200304.560000 sec): 3 clusters
  Score: Raw -309839.608279 + Penalty 2649.932183 = -307189.676096
  nChanged 62
		SP:Iteration 19Q (200304.730000 sec): 3 clusters
  Score: Raw -309884.175744 + Penalty 2649.932183 = -307234.243561
  nChanged 52
		SP:Iteration 20F (200304.960000 sec): 3 clusters
  Score: Raw -309914.802494 + Penalty 2649.932183 = -307264.870311
  nChanged 37
		SP:Iteration 21Q (200305.150000 sec): 3 clusters
  Score: Raw -309939.244691 + Penalty 2649.932183 = -307289.312508
  nChanged 38
		SP:Iteration 22Q (200305.360000 sec): 3 clusters
  Score: Raw -309969.118484 + Penalty 2649.932183 = -307319.186301
  nChanged 28
		SP:Iteration 23Q (200305.520000 sec): 3 clusters
  Score: Raw -309990.123726 + Penalty 2649.932183 = -307340.191543
  nChanged 27
		SP:Iteration 24Q (200305.730000 sec): 3 clusters
  Score: Raw -310017.626257 + Penalty 2649.932183 = -307367.694074
  nChanged 28
		SP:Iteration 25Q (200305.880000 sec): 3 clusters
  Score: Raw -310046.169881 + Penalty 2649.932183 = -307396.237698
  nChanged 24
		SP:Iteration 26Q (200306.040000 sec): 3 clusters
  Score: Raw -310068.208235 + Penalty 2649.932183 = -307418.276052
  nChanged 13
		SP:Iteration 27Q (200306.230000 sec): 3 clusters
  Score: Raw -310080.766940 + Penalty 2649.932183 = -307430.834757
  nChanged 12
		SP:Iteration 28Q (200306.450000 sec): 3 clusters
  Score: Raw -310090.252027 + Penalty 2649.932183 = -307440.319844
  nChanged 15
		SP:Iteration 29Q (200306.670000 sec): 3 clusters
  Score: Raw -310101.514450 + Penalty 2649.932183 = -307451.582267
  nChanged 10
		SP:Iteration 30Q (200306.890000 sec): 3 clusters
  Score: Raw -310110.119896 + Penalty 2649.932183 = -307460.187713
  nChanged 14
		SP:Iteration 31Q (200307.060000 sec): 3 clusters
  Score: Raw -310120.677213 + Penalty 2649.932183 = -307470.745030
  nChanged 6
		SP:Iteration 32Q (200307.210000 sec): 3 clusters
  Score: Raw -310127.586574 + Penalty 2649.932183 = -307477.654391
  nChanged 4
		SP:Iteration 33Q (200307.460000 sec): 3 clusters
  Score: Raw -310131.270387 + Penalty 2649.932183 = -307481.338204
  nChanged 7
		SP:Iteration 34Q (200307.640000 sec): 3 clusters
  Score: Raw -310135.615323 + Penalty 2649.932183 = -307485.683140
  nChanged 1
		SP:Iteration 35Q (200307.840000 sec): 3 clusters
  Score: Raw -310136.063682 + Penalty 2649.932183 = -307486.131499
  nChanged 2
		SP:Iteration 36Q (200308.000000 sec): 3 clusters
  Score: Raw -310138.336024 + Penalty 2649.932183 = -307488.403841
  nChanged 2
		SP:Iteration 37Q (200308.190000 sec): 3 clusters
  Score: Raw -310139.403154 + Penalty 2649.932183 = -307489.470971
  nChanged 3
		SP:Iteration 38Q (200308.360000 sec): 3 clusters
  Score: Raw -310141.762216 + Penalty 2649.932183 = -307491.830033
  nChanged 1
		SP:Iteration 39Q (200308.500000 sec): 3 clusters
  Score: Raw -310142.322308 + Penalty 2649.932183 = -307492.390125
  nChanged 1
		SP:Iteration 40F (200308.700000 sec): 3 clusters
  Score: Raw -310143.134386 + Penalty 2649.932183 = -307493.202203
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 55 (8198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200308.800000 sec): 2 clusters
  Score: Raw -702207.716305 + Penalty 1464.392394 = -700743.323911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200309.040000 sec): 3 clusters
  Score: Raw -697631.307974 + Penalty 2928.784788 = -694702.523186
  nChanged 3531
		SP:Iteration 1F (200309.280000 sec): 3 clusters
  Score: Raw -699572.089424 + Penalty 2928.784788 = -696643.304636
  nChanged 533
		SP:Iteration 2F (200309.540000 sec): 3 clusters
  Score: Raw -699839.707610 + Penalty 2928.784788 = -696910.922823
  nChanged 462
		SP:Iteration 3F (200309.720000 sec): 3 clusters
  Score: Raw -700094.598066 + Penalty 2928.784788 = -697165.813278
  nChanged 436
		SP:Iteration 4F (200309.930000 sec): 3 clusters
  Score: Raw -700356.443986 + Penalty 2928.784788 = -697427.659198
  nChanged 427
		SP:Iteration 5F (200310.190000 sec): 3 clusters
  Score: Raw -700591.794871 + Penalty 2928.784788 = -697663.010083
  nChanged 396
		SP:Iteration 6Q (200310.380000 sec): 3 clusters
  Score: Raw -700797.904785 + Penalty 2928.784788 = -697869.119997
  nChanged 346
		SP:Iteration 7Q (200310.610000 sec): 3 clusters
  Score: Raw -700989.353636 + Penalty 2928.784788 = -698060.568848
  nChanged 320
		SP:Iteration 8Q (200310.820000 sec): 3 clusters
  Score: Raw -701163.951005 + Penalty 2928.784788 = -698235.166217
  nChanged 274
		SP:Iteration 9Q (200311.020000 sec): 3 clusters
  Score: Raw -701286.250547 + Penalty 2928.784788 = -698357.465759
  nChanged 211
		SP:Iteration 10Q (200311.210000 sec): 3 clusters
  Score: Raw -701387.821862 + Penalty 2928.784788 = -698459.037074
  nChanged 197
		SP:Iteration 11Q (200311.410000 sec): 3 clusters
  Score: Raw -701486.681531 + Penalty 2928.784788 = -698557.896743
  nChanged 192
		SP:Iteration 12Q (200311.610000 sec): 3 clusters
  Score: Raw -701602.554966 + Penalty 2928.784788 = -698673.770178
  nChanged 187
		SP:Iteration 13Q (200311.850000 sec): 3 clusters
  Score: Raw -701734.137195 + Penalty 2928.784788 = -698805.352407
  nChanged 195
		SP:Iteration 14Q (200312.030000 sec): 3 clusters
  Score: Raw -701906.290059 + Penalty 2928.784788 = -698977.505271
  nChanged 199
		SP:Iteration 15Q (200312.240000 sec): 3 clusters
  Score: Raw -702102.018843 + Penalty 2928.784788 = -699173.234055
  nChanged 183
		SP:Iteration 16Q (200312.480000 sec): 3 clusters
  Score: Raw -702232.748342 + Penalty 2928.784788 = -699303.963554
  nChanged 141
		SP:Iteration 17Q (200312.690000 sec): 3 clusters
  Score: Raw -702324.229559 + Penalty 2928.784788 = -699395.444771
  nChanged 111
		SP:Iteration 18Q (200312.900000 sec): 3 clusters
  Score: Raw -702382.839213 + Penalty 2928.784788 = -699454.054425
  nChanged 104
		SP:Iteration 19Q (200313.100000 sec): 3 clusters
  Score: Raw -702443.324768 + Penalty 2928.784788 = -699514.539980
  nChanged 89
		SP:Iteration 20F (200313.330000 sec): 3 clusters
  Score: Raw -702498.427039 + Penalty 2928.784788 = -699569.642251
  nChanged 86
		SP:Iteration 21Q (200313.540000 sec): 3 clusters
  Score: Raw -702547.959423 + Penalty 2928.784788 = -699619.174636
  nChanged 79
		SP:Iteration 22Q (200313.810000 sec): 3 clusters
  Score: Raw -702596.532003 + Penalty 2928.784788 = -699667.747215
  nChanged 72
		SP:Iteration 23Q (200313.980000 sec): 3 clusters
  Score: Raw -702638.868869 + Penalty 2928.784788 = -699710.084082
  nChanged 73
		SP:Iteration 24Q (200314.200000 sec): 3 clusters
  Score: Raw -702688.453876 + Penalty 2928.784788 = -699759.669088
  nChanged 67
		SP:Iteration 25Q (200314.370000 sec): 3 clusters
  Score: Raw -702732.904841 + Penalty 2928.784788 = -699804.120054
  nChanged 53
		SP:Iteration 26Q (200314.570000 sec): 3 clusters
  Score: Raw -702766.486748 + Penalty 2928.784788 = -699837.701960
  nChanged 51
		SP:Iteration 27Q (200314.780000 sec): 3 clusters
  Score: Raw -702792.462549 + Penalty 2928.784788 = -699863.677761
  nChanged 38
		SP:Iteration 28Q (200315.010000 sec): 3 clusters
  Score: Raw -702810.795081 + Penalty 2928.784788 = -699882.010293
  nChanged 25
		SP:Iteration 29Q (200315.220000 sec): 3 clusters
  Score: Raw -702821.927733 + Penalty 2928.784788 = -699893.142945
  nChanged 26
		SP:Iteration 30Q (200315.440000 sec): 3 clusters
  Score: Raw -702837.429034 + Penalty 2928.784788 = -699908.644246
  nChanged 26
		SP:Iteration 31Q (200315.700000 sec): 3 clusters
  Score: Raw -702849.958874 + Penalty 2928.784788 = -699921.174086
  nChanged 20
		SP:Iteration 32Q (200315.880000 sec): 3 clusters
  Score: Raw -702858.934921 + Penalty 2928.784788 = -699930.150133
  nChanged 16
		SP:Iteration 33Q (200316.140000 sec): 3 clusters
  Score: Raw -702867.768312 + Penalty 2928.784788 = -699938.983524
  nChanged 21
		SP:Iteration 34Q (200316.380000 sec): 3 clusters
  Score: Raw -702878.803392 + Penalty 2928.784788 = -699950.018604
  nChanged 12
		SP:Iteration 35Q (200316.600000 sec): 3 clusters
  Score: Raw -702884.447790 + Penalty 2928.784788 = -699955.663003
  nChanged 12
		SP:Iteration 36Q (200316.810000 sec): 3 clusters
  Score: Raw -702889.127110 + Penalty 2928.784788 = -699960.342322
  nChanged 5
		SP:Iteration 37Q (200317.000000 sec): 3 clusters
  Score: Raw -702890.923321 + Penalty 2928.784788 = -699962.138533
  nChanged 5
		SP:Iteration 38Q (200317.220000 sec): 3 clusters
  Score: Raw -702892.458799 + Penalty 2928.784788 = -699963.674011
  nChanged 0
		SP:Iteration 39F (200317.400000 sec): 3 clusters
  Score: Raw -702892.458799 + Penalty 2928.784788 = -699963.674011
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 56 (6392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200317.530000 sec): 2 clusters
  Score: Raw -502178.009153 + Penalty 1423.955404 = -500754.053749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200317.730000 sec): 3 clusters
  Score: Raw -498772.299150 + Penalty 2847.910808 = -495924.388341
  nChanged 2654
		SP:Iteration 1F (200317.950000 sec): 3 clusters
  Score: Raw -500349.179962 + Penalty 2847.910808 = -497501.269154
  nChanged 495
		SP:Iteration 2F (200318.120000 sec): 3 clusters
  Score: Raw -500668.227942 + Penalty 2847.910808 = -497820.317133
  nChanged 417
		SP:Iteration 3F (200318.320000 sec): 3 clusters
  Score: Raw -500941.969603 + Penalty 2847.910808 = -498094.058795
  nChanged 392
		SP:Iteration 4F (200318.500000 sec): 3 clusters
  Score: Raw -501243.502984 + Penalty 2847.910808 = -498395.592175
  nChanged 413
		SP:Iteration 5F (200318.730000 sec): 3 clusters
  Score: Raw -501580.979063 + Penalty 2847.910808 = -498733.068255
  nChanged 395
		SP:Iteration 6F (200318.960000 sec): 3 clusters
  Score: Raw -501911.732318 + Penalty 2847.910808 = -499063.821510
  nChanged 340
		SP:Iteration 7F (200319.140000 sec): 3 clusters
  Score: Raw -502208.144818 + Penalty 2847.910808 = -499360.234009
  nChanged 302
		SP:Iteration 8Q (200319.350000 sec): 3 clusters
  Score: Raw -502486.072849 + Penalty 2847.910808 = -499638.162041
  nChanged 232
		SP:Iteration 9Q (200319.530000 sec): 3 clusters
  Score: Raw -502693.880700 + Penalty 2847.910808 = -499845.969892
  nChanged 165
		SP:Iteration 10Q (200319.720000 sec): 3 clusters
  Score: Raw -502845.113489 + Penalty 2847.910808 = -499997.202681
  nChanged 118
		SP:Iteration 11Q (200319.890000 sec): 3 clusters
  Score: Raw -502929.457682 + Penalty 2847.910808 = -500081.546873
  nChanged 81
		SP:Iteration 12Q (200320.120000 sec): 3 clusters
  Score: Raw -502982.587838 + Penalty 2847.910808 = -500134.677029
  nChanged 58
		SP:Iteration 13Q (200320.290000 sec): 3 clusters
  Score: Raw -503012.200285 + Penalty 2847.910808 = -500164.289477
  nChanged 38
		SP:Iteration 14Q (200320.510000 sec): 3 clusters
  Score: Raw -503027.826208 + Penalty 2847.910808 = -500179.915400
  nChanged 30
		SP:Iteration 15Q (200320.750000 sec): 3 clusters
  Score: Raw -503040.501320 + Penalty 2847.910808 = -500192.590512
  nChanged 30
		SP:Iteration 16Q (200320.940000 sec): 3 clusters
  Score: Raw -503048.767361 + Penalty 2847.910808 = -500200.856553
  nChanged 19
		SP:Iteration 17Q (200321.110000 sec): 3 clusters
  Score: Raw -503055.896860 + Penalty 2847.910808 = -500207.986051
  nChanged 19
		SP:Iteration 18Q (200321.310000 sec): 3 clusters
  Score: Raw -503062.836804 + Penalty 2847.910808 = -500214.925995
  nChanged 14
		SP:Iteration 19Q (200321.550000 sec): 3 clusters
  Score: Raw -503069.369728 + Penalty 2847.910808 = -500221.458920
  nChanged 14
		SP:Iteration 20F (200321.740000 sec): 3 clusters
  Score: Raw -503073.989718 + Penalty 2847.910808 = -500226.078910
  nChanged 14
		SP:Iteration 21Q (200321.960000 sec): 3 clusters
  Score: Raw -503077.639977 + Penalty 2847.910808 = -500229.729169
  nChanged 6
		SP:Iteration 22Q (200322.180000 sec): 3 clusters
  Score: Raw -503079.853124 + Penalty 2847.910808 = -500231.942316
  nChanged 9
		SP:Iteration 23Q (200322.370000 sec): 3 clusters
  Score: Raw -503082.776178 + Penalty 2847.910808 = -500234.865370
  nChanged 4
		SP:Iteration 24Q (200322.590000 sec): 3 clusters
  Score: Raw -503084.049947 + Penalty 2847.910808 = -500236.139139
  nChanged 5
		SP:Iteration 25Q (200322.800000 sec): 3 clusters
  Score: Raw -503085.058653 + Penalty 2847.910808 = -500237.147844
  nChanged 0
		SP:Iteration 26F (200322.990000 sec): 3 clusters
  Score: Raw -503085.058653 + Penalty 2847.910808 = -500237.147844
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 57 (7028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200323.090000 sec): 2 clusters
  Score: Raw -598192.960639 + Penalty 1439.369336 = -596753.591304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200323.310000 sec): 3 clusters
  Score: Raw -594307.840856 + Penalty 2878.738671 = -591429.102185
  nChanged 3008
		SP:Iteration 1F (200323.510000 sec): 3 clusters
  Score: Raw -596002.385743 + Penalty 2878.738671 = -593123.647072
  nChanged 505
		SP:Iteration 2F (200323.710000 sec): 3 clusters
  Score: Raw -596296.399630 + Penalty 2878.738671 = -593417.660959
  nChanged 420
		SP:Iteration 3F (200323.920000 sec): 3 clusters
  Score: Raw -596528.209934 + Penalty 2878.738671 = -593649.471263
  nChanged 382
		SP:Iteration 4F (200324.060000 sec): 3 clusters
  Score: Raw -596740.554556 + Penalty 2878.738671 = -593861.815885
  nChanged 314
		SP:Iteration 5Q (200324.310000 sec): 3 clusters
  Score: Raw -596882.975353 + Penalty 2878.738671 = -594004.236682
  nChanged 258
		SP:Iteration 6Q (200324.490000 sec): 3 clusters
  Score: Raw -596997.652348 + Penalty 2878.738671 = -594118.913677
  nChanged 238
		SP:Iteration 7Q (200324.700000 sec): 3 clusters
  Score: Raw -597106.214857 + Penalty 2878.738671 = -594227.476186
  nChanged 220
		SP:Iteration 8Q (200324.930000 sec): 3 clusters
  Score: Raw -597198.593892 + Penalty 2878.738671 = -594319.855221
  nChanged 163
		SP:Iteration 9Q (200325.120000 sec): 3 clusters
  Score: Raw -597257.171026 + Penalty 2878.738671 = -594378.432355
  nChanged 134
		SP:Iteration 10Q (200325.310000 sec): 3 clusters
  Score: Raw -597319.595043 + Penalty 2878.738671 = -594440.856372
  nChanged 148
		SP:Iteration 11Q (200325.550000 sec): 3 clusters
  Score: Raw -597391.873003 + Penalty 2878.738671 = -594513.134332
  nChanged 162
		SP:Iteration 12Q (200325.800000 sec): 3 clusters
  Score: Raw -597470.345395 + Penalty 2878.738671 = -594591.606724
  nChanged 156
		SP:Iteration 13Q (200326.070000 sec): 3 clusters
  Score: Raw -597568.636624 + Penalty 2878.738671 = -594689.897953
  nChanged 165
		SP:Iteration 14Q (200326.250000 sec): 3 clusters
  Score: Raw -597663.647857 + Penalty 2878.738671 = -594784.909185
  nChanged 167
		SP:Iteration 15Q (200326.470000 sec): 3 clusters
  Score: Raw -597749.728871 + Penalty 2878.738671 = -594870.990200
  nChanged 151
		SP:Iteration 16Q (200326.660000 sec): 3 clusters
  Score: Raw -597821.499048 + Penalty 2878.738671 = -594942.760377
  nChanged 128
		SP:Iteration 17Q (200326.860000 sec): 3 clusters
  Score: Raw -597899.142274 + Penalty 2878.738671 = -595020.403603
  nChanged 148
		SP:Iteration 18Q (200327.060000 sec): 3 clusters
  Score: Raw -598004.012769 + Penalty 2878.738671 = -595125.274098
  nChanged 156
		SP:Iteration 19Q (200327.250000 sec): 3 clusters
  Score: Raw -598110.708348 + Penalty 2878.738671 = -595231.969677
  nChanged 145
		SP:Iteration 20F (200327.430000 sec): 3 clusters
  Score: Raw -598190.353310 + Penalty 2878.738671 = -595311.614639
  nChanged 114
		SP:Iteration 21Q (200327.640000 sec): 3 clusters
  Score: Raw -598257.075557 + Penalty 2878.738671 = -595378.336886
  nChanged 107
		SP:Iteration 22Q (200327.870000 sec): 3 clusters
  Score: Raw -598305.485360 + Penalty 2878.738671 = -595426.746689
  nChanged 80
		SP:Iteration 23Q (200328.070000 sec): 3 clusters
  Score: Raw -598340.723633 + Penalty 2878.738671 = -595461.984962
  nChanged 91
		SP:Iteration 24Q (200328.270000 sec): 3 clusters
  Score: Raw -598385.070965 + Penalty 2878.738671 = -595506.332294
  nChanged 87
		SP:Iteration 25Q (200328.520000 sec): 3 clusters
  Score: Raw -598428.711202 + Penalty 2878.738671 = -595549.972531
  nChanged 88
		SP:Iteration 26Q (200328.750000 sec): 3 clusters
  Score: Raw -598476.574866 + Penalty 2878.738671 = -595597.836195
  nChanged 85
		SP:Iteration 27Q (200328.950000 sec): 3 clusters
  Score: Raw -598513.584259 + Penalty 2878.738671 = -595634.845588
  nChanged 67
		SP:Iteration 28Q (200329.180000 sec): 3 clusters
  Score: Raw -598537.817691 + Penalty 2878.738671 = -595659.079019
  nChanged 43
		SP:Iteration 29Q (200329.400000 sec): 3 clusters
  Score: Raw -598554.851134 + Penalty 2878.738671 = -595676.112463
  nChanged 34
		SP:Iteration 30Q (200329.590000 sec): 3 clusters
  Score: Raw -598565.827156 + Penalty 2878.738671 = -595687.088485
  nChanged 29
		SP:Iteration 31Q (200329.840000 sec): 3 clusters
  Score: Raw -598576.294260 + Penalty 2878.738671 = -595697.555589
  nChanged 32
		SP:Iteration 32Q (200330.050000 sec): 3 clusters
  Score: Raw -598588.183302 + Penalty 2878.738671 = -595709.444631
  nChanged 34
		SP:Iteration 33Q (200330.250000 sec): 3 clusters
  Score: Raw -598599.949580 + Penalty 2878.738671 = -595721.210909
  nChanged 35
		SP:Iteration 34Q (200330.440000 sec): 3 clusters
  Score: Raw -598611.873683 + Penalty 2878.738671 = -595733.135012
  nChanged 38
		SP:Iteration 35Q (200330.640000 sec): 3 clusters
  Score: Raw -598625.315207 + Penalty 2878.738671 = -595746.576536
  nChanged 27
		SP:Iteration 36Q (200330.860000 sec): 3 clusters
  Score: Raw -598633.920804 + Penalty 2878.738671 = -595755.182133
  nChanged 29
		SP:Iteration 37Q (200331.040000 sec): 3 clusters
  Score: Raw -598642.911960 + Penalty 2878.738671 = -595764.173289
  nChanged 26
		SP:Iteration 38Q (200331.290000 sec): 3 clusters
  Score: Raw -598650.497055 + Penalty 2878.738671 = -595771.758384
  nChanged 28
		SP:Iteration 39Q (200331.490000 sec): 3 clusters
  Score: Raw -598656.742142 + Penalty 2878.738671 = -595778.003471
  nChanged 16
		SP:Iteration 40F (200331.650000 sec): 3 clusters
  Score: Raw -598659.694073 + Penalty 2878.738671 = -595780.955402
  nChanged 13
		SP:Iteration 41Q (200331.900000 sec): 3 clusters
  Score: Raw -598662.529883 + Penalty 2878.738671 = -595783.791212
  nChanged 9
		SP:Iteration 42Q (200332.100000 sec): 3 clusters
  Score: Raw -598664.067416 + Penalty 2878.738671 = -595785.328745
  nChanged 11
		SP:Iteration 43Q (200332.290000 sec): 3 clusters
  Score: Raw -598666.434423 + Penalty 2878.738671 = -595787.695752
  nChanged 9
		SP:Iteration 44Q (200332.520000 sec): 3 clusters
  Score: Raw -598668.601817 + Penalty 2878.738671 = -595789.863146
  nChanged 8
		SP:Iteration 45Q (200332.720000 sec): 3 clusters
  Score: Raw -598670.156504 + Penalty 2878.738671 = -595791.417833
  nChanged 2
		SP:Iteration 46Q (200332.920000 sec): 3 clusters
  Score: Raw -598670.575293 + Penalty 2878.738671 = -595791.836622
  nChanged 2
		SP:Iteration 47Q (200333.140000 sec): 3 clusters
  Score: Raw -598671.110449 + Penalty 2878.738671 = -595792.371778
  nChanged 5
		SP:Iteration 48Q (200333.410000 sec): 3 clusters
  Score: Raw -598672.072924 + Penalty 2878.738671 = -595793.334253
  nChanged 3
		SP:Iteration 49Q (200333.640000 sec): 3 clusters
  Score: Raw -598672.560061 + Penalty 2878.738671 = -595793.821390
  nChanged 1
		SP:Iteration 50Q (200333.870000 sec): 3 clusters
  Score: Raw -598672.654383 + Penalty 2878.738671 = -595793.915712
  nChanged 0
		SP:Iteration 51F (200334.050000 sec): 3 clusters
  Score: Raw -598672.654383 + Penalty 2878.738671 = -595793.915712
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 58 (165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200334.130000 sec): 2 clusters
  Score: Raw -13272.862225 + Penalty 829.716140 = -12443.146086
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200334.330000 sec): 3 clusters
  Score: Raw -13389.364238 + Penalty 1659.432279 = -11729.931959
  nChanged 12
		SP:Iteration 1F (200334.580000 sec): 3 clusters
  Score: Raw -13435.273564 + Penalty 1659.432279 = -11775.841285
  nChanged 3
		SP:Iteration 2Q (200334.760000 sec): 3 clusters
  Score: Raw -13448.240452 + Penalty 1659.432279 = -11788.808173
  nChanged 0
		SP:Iteration 3F (200334.960000 sec): 3 clusters
  Score: Raw -13448.240452 + Penalty 1659.432279 = -11788.808173
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 59 (339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200335.050000 sec): 2 clusters
  Score: Raw -26928.187654 + Penalty 946.725017 = -25981.462637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200335.190000 sec): 3 clusters
  Score: Raw -26930.574375 + Penalty 1893.450035 = -25037.124340
  nChanged 63
		SP:Iteration 1F (200335.390000 sec): 3 clusters
  Score: Raw -27122.932693 + Penalty 1893.450035 = -25229.482658
  nChanged 18
		SP:Iteration 2F (200335.540000 sec): 3 clusters
  Score: Raw -27183.226772 + Penalty 1893.450035 = -25289.776737
  nChanged 10
		SP:Iteration 3Q (200335.720000 sec): 3 clusters
  Score: Raw -27219.975435 + Penalty 1893.450035 = -25326.525400
  nChanged 6
		SP:Iteration 4Q (200335.880000 sec): 3 clusters
  Score: Raw -27232.977176 + Penalty 1893.450035 = -25339.527141
  nChanged 7
		SP:Iteration 5Q (200336.090000 sec): 3 clusters
  Score: Raw -27249.449490 + Penalty 1893.450035 = -25355.999455
  nChanged 3
		SP:Iteration 6Q (200336.280000 sec): 3 clusters
  Score: Raw -27255.114569 + Penalty 1893.450035 = -25361.664534
  nChanged 0
		SP:Iteration 7F (200336.520000 sec): 3 clusters
  Score: Raw -27255.114569 + Penalty 1893.450035 = -25361.664534
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 60 (22219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200336.720000 sec): 2 clusters
  Score: Raw -1803467.536444 + Penalty 1626.414247 = -1801841.122197
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200337.050000 sec): 3 clusters
  Score: Raw -1790100.353763 + Penalty 3252.828494 = -1786847.525269
  nChanged 10051
		SP:Iteration 1F (200337.390000 sec): 3 clusters
  Score: Raw -1795822.948406 + Penalty 3252.828494 = -1792570.119913
  nChanged 1283
		SP:Iteration 2F (200337.680000 sec): 3 clusters
  Score: Raw -1796461.086730 + Penalty 3252.828494 = -1793208.258237
  nChanged 1393
		SP:Iteration 3F (200338.010000 sec): 3 clusters
  Score: Raw -1797302.544052 + Penalty 3252.828494 = -1794049.715558
  nChanged 1511
		SP:Iteration 4F (200338.320000 sec): 3 clusters
  Score: Raw -1798415.965319 + Penalty 3252.828494 = -1795163.136825
  nChanged 1623
		SP:Iteration 5F (200338.610000 sec): 3 clusters
  Score: Raw -1799755.179906 + Penalty 3252.828494 = -1796502.351413
  nChanged 1493
		SP:Iteration 6F (200338.940000 sec): 3 clusters
  Score: Raw -1801003.651351 + Penalty 3252.828494 = -1797750.822857
  nChanged 1182
		SP:Iteration 7F (200339.240000 sec): 3 clusters
  Score: Raw -1801920.923966 + Penalty 3252.828494 = -1798668.095472
  nChanged 866
		SP:Iteration 8Q (200339.520000 sec): 3 clusters
  Score: Raw -1802528.111753 + Penalty 3252.828494 = -1799275.283259
  nChanged 618
		SP:Iteration 9Q (200339.830000 sec): 3 clusters
  Score: Raw -1802938.113788 + Penalty 3252.828494 = -1799685.285294
  nChanged 473
		SP:Iteration 10Q (200340.110000 sec): 3 clusters
  Score: Raw -1803247.415722 + Penalty 3252.828494 = -1799994.587229
  nChanged 353
		SP:Iteration 11Q (200340.360000 sec): 3 clusters
  Score: Raw -1803451.746960 + Penalty 3252.828494 = -1800198.918466
  nChanged 280
		SP:Iteration 12Q (200340.670000 sec): 3 clusters
  Score: Raw -1803597.894081 + Penalty 3252.828494 = -1800345.065588
  nChanged 226
		SP:Iteration 13Q (200340.970000 sec): 3 clusters
  Score: Raw -1803709.082618 + Penalty 3252.828494 = -1800456.254124
  nChanged 198
		SP:Iteration 14Q (200341.260000 sec): 3 clusters
  Score: Raw -1803791.184957 + Penalty 3252.828494 = -1800538.356463
  nChanged 150
		SP:Iteration 15Q (200341.560000 sec): 3 clusters
  Score: Raw -1803849.211391 + Penalty 3252.828494 = -1800596.382897
  nChanged 122
		SP:Iteration 16Q (200341.880000 sec): 3 clusters
  Score: Raw -1803892.743794 + Penalty 3252.828494 = -1800639.915300
  nChanged 119
		SP:Iteration 17Q (200342.180000 sec): 3 clusters
  Score: Raw -1803939.763136 + Penalty 3252.828494 = -1800686.934643
  nChanged 84
		SP:Iteration 18Q (200342.440000 sec): 3 clusters
  Score: Raw -1803968.609904 + Penalty 3252.828494 = -1800715.781411
  nChanged 81
		SP:Iteration 19Q (200342.760000 sec): 3 clusters
  Score: Raw -1803993.571996 + Penalty 3252.828494 = -1800740.743503
  nChanged 67
		SP:Iteration 20F (200343.100000 sec): 3 clusters
  Score: Raw -1804011.786393 + Penalty 3252.828494 = -1800758.957900
  nChanged 49
		SP:Iteration 21Q (200343.420000 sec): 3 clusters
  Score: Raw -1804024.477874 + Penalty 3252.828494 = -1800771.649381
  nChanged 47
		SP:Iteration 22Q (200343.750000 sec): 3 clusters
  Score: Raw -1804035.665580 + Penalty 3252.828494 = -1800782.837086
  nChanged 41
		SP:Iteration 23Q (200344.020000 sec): 3 clusters
  Score: Raw -1804045.690966 + Penalty 3252.828494 = -1800792.862472
  nChanged 30
		SP:Iteration 24Q (200344.310000 sec): 3 clusters
  Score: Raw -1804052.696270 + Penalty 3252.828494 = -1800799.867776
  nChanged 36
		SP:Iteration 25Q (200344.630000 sec): 3 clusters
  Score: Raw -1804060.741964 + Penalty 3252.828494 = -1800807.913470
  nChanged 32
		SP:Iteration 26Q (200344.980000 sec): 3 clusters
  Score: Raw -1804068.215326 + Penalty 3252.828494 = -1800815.386833
  nChanged 26
		SP:Iteration 27Q (200345.280000 sec): 3 clusters
  Score: Raw -1804073.889543 + Penalty 3252.828494 = -1800821.061050
  nChanged 21
		SP:Iteration 28Q (200345.580000 sec): 3 clusters
  Score: Raw -1804077.416578 + Penalty 3252.828494 = -1800824.588085
  nChanged 12
		SP:Iteration 29Q (200345.880000 sec): 3 clusters
  Score: Raw -1804079.838986 + Penalty 3252.828494 = -1800827.010492
  nChanged 8
		SP:Iteration 30Q (200346.200000 sec): 3 clusters
  Score: Raw -1804081.258509 + Penalty 3252.828494 = -1800828.430016
  nChanged 9
		SP:Iteration 31Q (200346.550000 sec): 3 clusters
  Score: Raw -1804082.950094 + Penalty 3252.828494 = -1800830.121600
  nChanged 9
		SP:Iteration 32Q (200346.810000 sec): 3 clusters
  Score: Raw -1804084.622715 + Penalty 3252.828494 = -1800831.794221
  nChanged 15
		SP:Iteration 33Q (200347.070000 sec): 3 clusters
  Score: Raw -1804088.740099 + Penalty 3252.828494 = -1800835.911605
  nChanged 16
		SP:Iteration 34Q (200347.360000 sec): 3 clusters
  Score: Raw -1804092.049735 + Penalty 3252.828494 = -1800839.221241
  nChanged 8
		SP:Iteration 35Q (200347.580000 sec): 3 clusters
  Score: Raw -1804093.784276 + Penalty 3252.828494 = -1800840.955783
  nChanged 2
		SP:Iteration 36Q (200347.840000 sec): 3 clusters
  Score: Raw -1804094.141851 + Penalty 3252.828494 = -1800841.313357
  nChanged 2
		SP:Iteration 37Q (200348.130000 sec): 3 clusters
  Score: Raw -1804094.593086 + Penalty 3252.828494 = -1800841.764592
  nChanged 4
		SP:Iteration 38Q (200348.400000 sec): 3 clusters
  Score: Raw -1804095.410455 + Penalty 3252.828494 = -1800842.581961
  nChanged 3
		SP:Iteration 39Q (200348.710000 sec): 3 clusters
  Score: Raw -1804095.851110 + Penalty 3252.828494 = -1800843.022617
  nChanged 0
		SP:Iteration 40F (200348.990000 sec): 3 clusters
  Score: Raw -1804095.851110 + Penalty 3252.828494 = -1800843.022617
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 61 (15140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200349.140000 sec): 2 clusters
  Score: Raw -1303488.669810 + Penalty 1564.078023 = -1301924.591787
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200349.410000 sec): 3 clusters
  Score: Raw -1294541.358898 + Penalty 3128.156046 = -1291413.202852
  nChanged 6731
		SP:Iteration 1F (200349.660000 sec): 3 clusters
  Score: Raw -1298187.580653 + Penalty 3128.156046 = -1295059.424606
  nChanged 939
		SP:Iteration 2F (200349.960000 sec): 3 clusters
  Score: Raw -1298620.916163 + Penalty 3128.156046 = -1295492.760117
  nChanged 871
		SP:Iteration 3F (200350.220000 sec): 3 clusters
  Score: Raw -1299067.371752 + Penalty 3128.156046 = -1295939.215705
  nChanged 917
		SP:Iteration 4F (200350.480000 sec): 3 clusters
  Score: Raw -1299557.178516 + Penalty 3128.156046 = -1296429.022470
  nChanged 891
		SP:Iteration 5F (200350.720000 sec): 3 clusters
  Score: Raw -1300045.545506 + Penalty 3128.156046 = -1296917.389460
  nChanged 864
		SP:Iteration 6F (200350.940000 sec): 3 clusters
  Score: Raw -1300535.683975 + Penalty 3128.156046 = -1297407.527929
  nChanged 834
		SP:Iteration 7F (200351.180000 sec): 3 clusters
  Score: Raw -1301006.289589 + Penalty 3128.156046 = -1297878.133543
  nChanged 737
		SP:Iteration 8Q (200351.440000 sec): 3 clusters
  Score: Raw -1301396.860810 + Penalty 3128.156046 = -1298268.704764
  nChanged 585
		SP:Iteration 9Q (200351.640000 sec): 3 clusters
  Score: Raw -1301681.295986 + Penalty 3128.156046 = -1298553.139940
  nChanged 496
		SP:Iteration 10Q (200351.890000 sec): 3 clusters
  Score: Raw -1301922.679362 + Penalty 3128.156046 = -1298794.523316
  nChanged 386
		SP:Iteration 11Q (200352.200000 sec): 3 clusters
  Score: Raw -1302093.274453 + Penalty 3128.156046 = -1298965.118406
  nChanged 316
		SP:Iteration 12Q (200352.420000 sec): 3 clusters
  Score: Raw -1302239.140423 + Penalty 3128.156046 = -1299110.984377
  nChanged 286
		SP:Iteration 13Q (200352.670000 sec): 3 clusters
  Score: Raw -1302385.761267 + Penalty 3128.156046 = -1299257.605220
  nChanged 290
		SP:Iteration 14Q (200352.930000 sec): 3 clusters
  Score: Raw -1302537.186679 + Penalty 3128.156046 = -1299409.030633
  nChanged 265
		SP:Iteration 15Q (200353.250000 sec): 3 clusters
  Score: Raw -1302676.026288 + Penalty 3128.156046 = -1299547.870242
  nChanged 230
		SP:Iteration 16Q (200353.490000 sec): 3 clusters
  Score: Raw -1302811.186895 + Penalty 3128.156046 = -1299683.030848
  nChanged 218
		SP:Iteration 17Q (200353.760000 sec): 3 clusters
  Score: Raw -1302939.021999 + Penalty 3128.156046 = -1299810.865953
  nChanged 186
		SP:Iteration 18Q (200354.010000 sec): 3 clusters
  Score: Raw -1303065.212846 + Penalty 3128.156046 = -1299937.056800
  nChanged 187
		SP:Iteration 19Q (200354.250000 sec): 3 clusters
  Score: Raw -1303179.848907 + Penalty 3128.156046 = -1300051.692861
  nChanged 145
		SP:Iteration 20F (200354.560000 sec): 3 clusters
  Score: Raw -1303262.413212 + Penalty 3128.156046 = -1300134.257166
  nChanged 117
		SP:Iteration 21Q (200354.830000 sec): 3 clusters
  Score: Raw -1303323.370930 + Penalty 3128.156046 = -1300195.214884
  nChanged 101
		SP:Iteration 22Q (200355.120000 sec): 3 clusters
  Score: Raw -1303370.080678 + Penalty 3128.156046 = -1300241.924632
  nChanged 74
		SP:Iteration 23Q (200355.410000 sec): 3 clusters
  Score: Raw -1303400.351103 + Penalty 3128.156046 = -1300272.195056
  nChanged 66
		SP:Iteration 24Q (200355.670000 sec): 3 clusters
  Score: Raw -1303434.569050 + Penalty 3128.156046 = -1300306.413004
  nChanged 60
		SP:Iteration 25Q (200355.980000 sec): 3 clusters
  Score: Raw -1303462.700223 + Penalty 3128.156046 = -1300334.544177
  nChanged 52
		SP:Iteration 26Q (200356.220000 sec): 3 clusters
  Score: Raw -1303486.197108 + Penalty 3128.156046 = -1300358.041062
  nChanged 48
		SP:Iteration 27Q (200356.540000 sec): 3 clusters
  Score: Raw -1303509.826834 + Penalty 3128.156046 = -1300381.670787
  nChanged 52
		SP:Iteration 28Q (200356.760000 sec): 3 clusters
  Score: Raw -1303533.823561 + Penalty 3128.156046 = -1300405.667515
  nChanged 40
		SP:Iteration 29Q (200357.060000 sec): 3 clusters
  Score: Raw -1303548.382324 + Penalty 3128.156046 = -1300420.226278
  nChanged 27
		SP:Iteration 30Q (200357.320000 sec): 3 clusters
  Score: Raw -1303559.881488 + Penalty 3128.156046 = -1300431.725442
  nChanged 28
		SP:Iteration 31Q (200357.590000 sec): 3 clusters
  Score: Raw -1303570.270188 + Penalty 3128.156046 = -1300442.114141
  nChanged 24
		SP:Iteration 32Q (200357.890000 sec): 3 clusters
  Score: Raw -1303580.862509 + Penalty 3128.156046 = -1300452.706463
  nChanged 24
		SP:Iteration 33Q (200358.140000 sec): 3 clusters
  Score: Raw -1303590.765707 + Penalty 3128.156046 = -1300462.609661
  nChanged 21
		SP:Iteration 34Q (200358.360000 sec): 3 clusters
  Score: Raw -1303598.685374 + Penalty 3128.156046 = -1300470.529328
  nChanged 22
		SP:Iteration 35Q (200358.630000 sec): 3 clusters
  Score: Raw -1303612.237073 + Penalty 3128.156046 = -1300484.081026
  nChanged 24
		SP:Iteration 36Q (200358.830000 sec): 3 clusters
  Score: Raw -1303624.004986 + Penalty 3128.156046 = -1300495.848939
  nChanged 14
		SP:Iteration 37Q (200359.120000 sec): 3 clusters
  Score: Raw -1303629.373315 + Penalty 3128.156046 = -1300501.217268
  nChanged 16
		SP:Iteration 38Q (200359.390000 sec): 3 clusters
  Score: Raw -1303637.317567 + Penalty 3128.156046 = -1300509.161520
  nChanged 13
		SP:Iteration 39Q (200359.600000 sec): 3 clusters
  Score: Raw -1303641.853117 + Penalty 3128.156046 = -1300513.697071
  nChanged 7
		SP:Iteration 40F (200359.850000 sec): 3 clusters
  Score: Raw -1303645.208650 + Penalty 3128.156046 = -1300517.052604
  nChanged 8
		SP:Iteration 41Q (200360.120000 sec): 3 clusters
  Score: Raw -1303648.057287 + Penalty 3128.156046 = -1300519.901241
  nChanged 4
		SP:Iteration 42Q (200360.360000 sec): 3 clusters
  Score: Raw -1303649.613738 + Penalty 3128.156046 = -1300521.457692
  nChanged 4
		SP:Iteration 43Q (200360.620000 sec): 3 clusters
  Score: Raw -1303650.561623 + Penalty 3128.156046 = -1300522.405577
  nChanged 4
		SP:Iteration 44Q (200360.900000 sec): 3 clusters
  Score: Raw -1303651.480370 + Penalty 3128.156046 = -1300523.324324
  nChanged 4
		SP:Iteration 45Q (200361.230000 sec): 3 clusters
  Score: Raw -1303653.532225 + Penalty 3128.156046 = -1300525.376178
  nChanged 1
		SP:Iteration 46Q (200361.480000 sec): 3 clusters
  Score: Raw -1303653.690096 + Penalty 3128.156046 = -1300525.534050
  nChanged 1
		SP:Iteration 47Q (200361.730000 sec): 3 clusters
  Score: Raw -1303654.573180 + Penalty 3128.156046 = -1300526.417134
  nChanged 2
		SP:Iteration 48Q (200362.030000 sec): 3 clusters
  Score: Raw -1303655.202181 + Penalty 3128.156046 = -1300527.046135
  nChanged 1
		SP:Iteration 49Q (200362.320000 sec): 3 clusters
  Score: Raw -1303655.536845 + Penalty 3128.156046 = -1300527.380798
  nChanged 1
		SP:Iteration 50Q (200362.640000 sec): 3 clusters
  Score: Raw -1303655.852417 + Penalty 3128.156046 = -1300527.696371
  nChanged 4
		SP:Iteration 51Q (200362.920000 sec): 3 clusters
  Score: Raw -1303657.142989 + Penalty 3128.156046 = -1300528.986942
  nChanged 5
		SP:Iteration 52Q (200363.200000 sec): 3 clusters
  Score: Raw -1303658.676278 + Penalty 3128.156046 = -1300530.520232
  nChanged 6
		SP:Iteration 53Q (200363.470000 sec): 3 clusters
  Score: Raw -1303661.475673 + Penalty 3128.156046 = -1300533.319627
  nChanged 12
		SP:Iteration 54Q (200363.720000 sec): 3 clusters
  Score: Raw -1303667.609112 + Penalty 3128.156046 = -1300539.453066
  nChanged 9
		SP:Iteration 55Q (200363.980000 sec): 3 clusters
  Score: Raw -1303672.170582 + Penalty 3128.156046 = -1300544.014536
  nChanged 8
		SP:Iteration 56Q (200364.260000 sec): 3 clusters
  Score: Raw -1303675.973669 + Penalty 3128.156046 = -1300547.817623
  nChanged 5
		SP:Iteration 57Q (200364.490000 sec): 3 clusters
  Score: Raw -1303678.505429 + Penalty 3128.156046 = -1300550.349383
  nChanged 5
		SP:Iteration 58Q (200364.710000 sec): 3 clusters
  Score: Raw -1303683.164150 + Penalty 3128.156046 = -1300555.008104
  nChanged 10
		SP:Iteration 59Q (200365.020000 sec): 3 clusters
  Score: Raw -1303687.283141 + Penalty 3128.156046 = -1300559.127095
  nChanged 5
		SP:Iteration 60F (200365.290000 sec): 3 clusters
  Score: Raw -1303689.709107 + Penalty 3128.156046 = -1300561.553060
  nChanged 5
		SP:Iteration 61Q (200365.520000 sec): 3 clusters
  Score: Raw -1303693.520518 + Penalty 3128.156046 = -1300565.364471
  nChanged 7
		SP:Iteration 62Q (200365.820000 sec): 3 clusters
  Score: Raw -1303696.439949 + Penalty 3128.156046 = -1300568.283903
  nChanged 4
		SP:Iteration 63Q (200366.060000 sec): 3 clusters
  Score: Raw -1303698.100309 + Penalty 3128.156046 = -1300569.944263
  nChanged 3
		SP:Iteration 64Q (200366.330000 sec): 3 clusters
  Score: Raw -1303700.478309 + Penalty 3128.156046 = -1300572.322262
  nChanged 3
		SP:Iteration 65Q (200366.590000 sec): 3 clusters
  Score: Raw -1303702.319164 + Penalty 3128.156046 = -1300574.163117
  nChanged 7
		SP:Iteration 66Q (200366.820000 sec): 3 clusters
  Score: Raw -1303705.105633 + Penalty 3128.156046 = -1300576.949587
  nChanged 7
		SP:Iteration 67Q (200367.110000 sec): 3 clusters
  Score: Raw -1303708.426569 + Penalty 3128.156046 = -1300580.270523
  nChanged 6
		SP:Iteration 68Q (200367.350000 sec): 3 clusters
  Score: Raw -1303710.711806 + Penalty 3128.156046 = -1300582.555760
  nChanged 7
		SP:Iteration 69Q (200367.580000 sec): 3 clusters
  Score: Raw -1303713.423833 + Penalty 3128.156046 = -1300585.267786
  nChanged 4
		SP:Iteration 70Q (200367.780000 sec): 3 clusters
  Score: Raw -1303714.769116 + Penalty 3128.156046 = -1300586.613070
  nChanged 1
		SP:Iteration 71Q (200368.010000 sec): 3 clusters
  Score: Raw -1303714.835130 + Penalty 3128.156046 = -1300586.679083
  nChanged 1
		SP:Iteration 72Q (200368.260000 sec): 3 clusters
  Score: Raw -1303715.153589 + Penalty 3128.156046 = -1300586.997543
  nChanged 3
		SP:Iteration 73Q (200368.510000 sec): 3 clusters
  Score: Raw -1303716.519988 + Penalty 3128.156046 = -1300588.363941
  nChanged 2
		SP:Iteration 74Q (200368.750000 sec): 3 clusters
  Score: Raw -1303717.833311 + Penalty 3128.156046 = -1300589.677265
  nChanged 5
		SP:Iteration 75Q (200368.960000 sec): 3 clusters
  Score: Raw -1303719.828703 + Penalty 3128.156046 = -1300591.672657
  nChanged 4
		SP:Iteration 76Q (200369.210000 sec): 3 clusters
  Score: Raw -1303721.450561 + Penalty 3128.156046 = -1300593.294514
  nChanged 4
		SP:Iteration 77Q (200369.430000 sec): 3 clusters
  Score: Raw -1303723.824522 + Penalty 3128.156046 = -1300595.668476
  nChanged 9
		SP:Iteration 78Q (200369.680000 sec): 3 clusters
  Score: Raw -1303728.994584 + Penalty 3128.156046 = -1300600.838538
  nChanged 6
		SP:Iteration 79Q (200369.950000 sec): 3 clusters
  Score: Raw -1303731.097137 + Penalty 3128.156046 = -1300602.941091
  nChanged 3
		SP:Iteration 80F (200370.140000 sec): 3 clusters
  Score: Raw -1303732.958570 + Penalty 3128.156046 = -1300604.802524
  nChanged 2
		SP:Iteration 81Q (200370.380000 sec): 3 clusters
  Score: Raw -1303734.041398 + Penalty 3128.156046 = -1300605.885352
  nChanged 1
		SP:Iteration 82Q (200370.610000 sec): 3 clusters
  Score: Raw -1303734.165961 + Penalty 3128.156046 = -1300606.009915
  nChanged 1
		SP:Iteration 83Q (200370.870000 sec): 3 clusters
  Score: Raw -1303734.660277 + Penalty 3128.156046 = -1300606.504231
  nChanged 0
		SP:Iteration 84F (200371.070000 sec): 3 clusters
  Score: Raw -1303734.660277 + Penalty 3128.156046 = -1300606.504231
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 62 (7204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200371.180000 sec): 2 clusters
  Score: Raw -602214.362043 + Penalty 1443.388652 = -600770.973391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200371.420000 sec): 3 clusters
  Score: Raw -598232.697519 + Penalty 2886.777305 = -595345.920214
  nChanged 3033
		SP:Iteration 1F (200371.630000 sec): 3 clusters
  Score: Raw -599893.682834 + Penalty 2886.777305 = -597006.905530
  nChanged 493
		SP:Iteration 2F (200371.830000 sec): 3 clusters
  Score: Raw -600156.912187 + Penalty 2886.777305 = -597270.134883
  nChanged 426
		SP:Iteration 3F (200372.080000 sec): 3 clusters
  Score: Raw -600400.192827 + Penalty 2886.777305 = -597513.415523
  nChanged 395
		SP:Iteration 4F (200372.260000 sec): 3 clusters
  Score: Raw -600673.387281 + Penalty 2886.777305 = -597786.609976
  nChanged 423
		SP:Iteration 5F (200372.460000 sec): 3 clusters
  Score: Raw -601012.242407 + Penalty 2886.777305 = -598125.465103
  nChanged 435
		SP:Iteration 6F (200372.670000 sec): 3 clusters
  Score: Raw -601413.089445 + Penalty 2886.777305 = -598526.312141
  nChanged 450
		SP:Iteration 7F (200372.860000 sec): 3 clusters
  Score: Raw -601807.975686 + Penalty 2886.777305 = -598921.198381
  nChanged 396
		SP:Iteration 8F (200373.060000 sec): 3 clusters
  Score: Raw -602095.339896 + Penalty 2886.777305 = -599208.562592
  nChanged 320
		SP:Iteration 9Q (200373.290000 sec): 3 clusters
  Score: Raw -602314.623937 + Penalty 2886.777305 = -599427.846632
  nChanged 246
		SP:Iteration 10Q (200373.510000 sec): 3 clusters
  Score: Raw -602451.992721 + Penalty 2886.777305 = -599565.215416
  nChanged 175
		SP:Iteration 11Q (200373.720000 sec): 3 clusters
  Score: Raw -602551.984426 + Penalty 2886.777305 = -599665.207122
  nChanged 149
		SP:Iteration 12Q (200373.980000 sec): 3 clusters
  Score: Raw -602644.843981 + Penalty 2886.777305 = -599758.066676
  nChanged 137
		SP:Iteration 13Q (200374.190000 sec): 3 clusters
  Score: Raw -602729.494724 + Penalty 2886.777305 = -599842.717419
  nChanged 112
		SP:Iteration 14Q (200374.440000 sec): 3 clusters
  Score: Raw -602791.562171 + Penalty 2886.777305 = -599904.784867
  nChanged 97
		SP:Iteration 15Q (200374.610000 sec): 3 clusters
  Score: Raw -602833.551976 + Penalty 2886.777305 = -599946.774671
  nChanged 83
		SP:Iteration 16Q (200374.800000 sec): 3 clusters
  Score: Raw -602867.352332 + Penalty 2886.777305 = -599980.575028
  nChanged 78
		SP:Iteration 17Q (200375.050000 sec): 3 clusters
  Score: Raw -602896.920552 + Penalty 2886.777305 = -600010.143247
  nChanged 66
		SP:Iteration 18Q (200375.250000 sec): 3 clusters
  Score: Raw -602918.007733 + Penalty 2886.777305 = -600031.230428
  nChanged 51
		SP:Iteration 19Q (200375.450000 sec): 3 clusters
  Score: Raw -602931.749856 + Penalty 2886.777305 = -600044.972551
  nChanged 34
		SP:Iteration 20F (200375.660000 sec): 3 clusters
  Score: Raw -602939.038166 + Penalty 2886.777305 = -600052.260862
  nChanged 24
		SP:Iteration 21Q (200375.850000 sec): 3 clusters
  Score: Raw -602943.628838 + Penalty 2886.777305 = -600056.851533
  nChanged 19
		SP:Iteration 22Q (200376.050000 sec): 3 clusters
  Score: Raw -602948.243119 + Penalty 2886.777305 = -600061.465815
  nChanged 24
		SP:Iteration 23Q (200376.260000 sec): 3 clusters
  Score: Raw -602954.969293 + Penalty 2886.777305 = -600068.191988
  nChanged 14
		SP:Iteration 24Q (200376.490000 sec): 3 clusters
  Score: Raw -602958.215547 + Penalty 2886.777305 = -600071.438243
  nChanged 16
		SP:Iteration 25Q (200376.700000 sec): 3 clusters
  Score: Raw -602961.265202 + Penalty 2886.777305 = -600074.487898
  nChanged 15
		SP:Iteration 26Q (200376.980000 sec): 3 clusters
  Score: Raw -602964.873444 + Penalty 2886.777305 = -600078.096139
  nChanged 17
		SP:Iteration 27Q (200377.170000 sec): 3 clusters
  Score: Raw -602968.657431 + Penalty 2886.777305 = -600081.880126
  nChanged 14
		SP:Iteration 28Q (200377.390000 sec): 3 clusters
  Score: Raw -602972.209686 + Penalty 2886.777305 = -600085.432381
  nChanged 13
		SP:Iteration 29Q (200377.580000 sec): 3 clusters
  Score: Raw -602975.798513 + Penalty 2886.777305 = -600089.021209
  nChanged 18
		SP:Iteration 30Q (200377.780000 sec): 3 clusters
  Score: Raw -602980.537445 + Penalty 2886.777305 = -600093.760141
  nChanged 21
		SP:Iteration 31Q (200378.030000 sec): 3 clusters
  Score: Raw -602985.757426 + Penalty 2886.777305 = -600098.980122
  nChanged 21
		SP:Iteration 32Q (200378.280000 sec): 3 clusters
  Score: Raw -602991.749533 + Penalty 2886.777305 = -600104.972229
  nChanged 18
		SP:Iteration 33Q (200378.500000 sec): 3 clusters
  Score: Raw -602994.829971 + Penalty 2886.777305 = -600108.052666
  nChanged 15
		SP:Iteration 34Q (200378.760000 sec): 3 clusters
  Score: Raw -602997.261931 + Penalty 2886.777305 = -600110.484627
  nChanged 4
		SP:Iteration 35Q (200379.020000 sec): 3 clusters
  Score: Raw -602997.799474 + Penalty 2886.777305 = -600111.022170
  nChanged 2
		SP:Iteration 36Q (200379.280000 sec): 3 clusters
  Score: Raw -602997.923470 + Penalty 2886.777305 = -600111.146165
  nChanged 0
		SP:Iteration 37F (200379.540000 sec): 3 clusters
  Score: Raw -602997.923470 + Penalty 2886.777305 = -600111.146165
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 63 (20079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200379.780000 sec): 2 clusters
  Score: Raw -1554545.927521 + Penalty 1609.957338 = -1552935.970183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200380.080000 sec): 3 clusters
  Score: Raw -1542483.467932 + Penalty 3219.914676 = -1539263.553256
  nChanged 9054
		SP:Iteration 1F (200380.390000 sec): 3 clusters
  Score: Raw -1547672.645471 + Penalty 3219.914676 = -1544452.730795
  nChanged 1209
		SP:Iteration 2F (200380.730000 sec): 3 clusters
  Score: Raw -1548215.353187 + Penalty 3219.914676 = -1544995.438512
  nChanged 1125
		SP:Iteration 3F (200381.040000 sec): 3 clusters
  Score: Raw -1548788.143831 + Penalty 3219.914676 = -1545568.229155
  nChanged 1168
		SP:Iteration 4F (200381.310000 sec): 3 clusters
  Score: Raw -1549448.712840 + Penalty 3219.914676 = -1546228.798164
  nChanged 1116
		SP:Iteration 5F (200381.620000 sec): 3 clusters
  Score: Raw -1550057.382432 + Penalty 3219.914676 = -1546837.467756
  nChanged 1074
		SP:Iteration 6F (200381.970000 sec): 3 clusters
  Score: Raw -1550660.488959 + Penalty 3219.914676 = -1547440.574284
  nChanged 1003
		SP:Iteration 7Q (200382.230000 sec): 3 clusters
  Score: Raw -1551253.098595 + Penalty 3219.914676 = -1548033.183919
  nChanged 899
		SP:Iteration 8Q (200382.590000 sec): 3 clusters
  Score: Raw -1551758.733890 + Penalty 3219.914676 = -1548538.819215
  nChanged 805
		SP:Iteration 9Q (200382.880000 sec): 3 clusters
  Score: Raw -1552208.039721 + Penalty 3219.914676 = -1548988.125045
  nChanged 710
		SP:Iteration 10Q (200383.230000 sec): 3 clusters
  Score: Raw -1552614.128979 + Penalty 3219.914676 = -1549394.214304
  nChanged 635
		SP:Iteration 11Q (200383.580000 sec): 3 clusters
  Score: Raw -1552963.516708 + Penalty 3219.914676 = -1549743.602032
  nChanged 537
		SP:Iteration 12Q (200383.920000 sec): 3 clusters
  Score: Raw -1553257.769427 + Penalty 3219.914676 = -1550037.854751
  nChanged 466
		SP:Iteration 13Q (200384.260000 sec): 3 clusters
  Score: Raw -1553484.188668 + Penalty 3219.914676 = -1550264.273993
  nChanged 384
		SP:Iteration 14Q (200384.610000 sec): 3 clusters
  Score: Raw -1553635.224093 + Penalty 3219.914676 = -1550415.309418
  nChanged 298
		SP:Iteration 15Q (200384.880000 sec): 3 clusters
  Score: Raw -1553732.311858 + Penalty 3219.914676 = -1550512.397182
  nChanged 215
		SP:Iteration 16Q (200385.260000 sec): 3 clusters
  Score: Raw -1553796.018457 + Penalty 3219.914676 = -1550576.103781
  nChanged 194
		SP:Iteration 17Q (200385.540000 sec): 3 clusters
  Score: Raw -1553851.103111 + Penalty 3219.914676 = -1550631.188435
  nChanged 179
		SP:Iteration 18Q (200385.860000 sec): 3 clusters
  Score: Raw -1553896.969339 + Penalty 3219.914676 = -1550677.054663
  nChanged 186
		SP:Iteration 19Q (200386.160000 sec): 3 clusters
  Score: Raw -1553949.723627 + Penalty 3219.914676 = -1550729.808951
  nChanged 180
		SP:Iteration 20F (200386.420000 sec): 3 clusters
  Score: Raw -1553998.721226 + Penalty 3219.914676 = -1550778.806550
  nChanged 169
		SP:Iteration 21Q (200386.700000 sec): 3 clusters
  Score: Raw -1554045.216218 + Penalty 3219.914676 = -1550825.301542
  nChanged 187
		SP:Iteration 22Q (200386.950000 sec): 3 clusters
  Score: Raw -1554100.691707 + Penalty 3219.914676 = -1550880.777031
  nChanged 174
		SP:Iteration 23Q (200387.180000 sec): 3 clusters
  Score: Raw -1554154.916515 + Penalty 3219.914676 = -1550935.001839
  nChanged 172
		SP:Iteration 24Q (200387.450000 sec): 3 clusters
  Score: Raw -1554210.557820 + Penalty 3219.914676 = -1550990.643145
  nChanged 182
		SP:Iteration 25Q (200387.710000 sec): 3 clusters
  Score: Raw -1554276.085883 + Penalty 3219.914676 = -1551056.171208
  nChanged 170
		SP:Iteration 26Q (200387.960000 sec): 3 clusters
  Score: Raw -1554334.472048 + Penalty 3219.914676 = -1551114.557372
  nChanged 155
		SP:Iteration 27Q (200388.240000 sec): 3 clusters
  Score: Raw -1554385.624407 + Penalty 3219.914676 = -1551165.709732
  nChanged 161
		SP:Iteration 28Q (200388.480000 sec): 3 clusters
  Score: Raw -1554441.121520 + Penalty 3219.914676 = -1551221.206844
  nChanged 162
		SP:Iteration 29Q (200388.720000 sec): 3 clusters
  Score: Raw -1554496.112493 + Penalty 3219.914676 = -1551276.197817
  nChanged 146
		SP:Iteration 30Q (200389.010000 sec): 3 clusters
  Score: Raw -1554551.497256 + Penalty 3219.914676 = -1551331.582581
  nChanged 143
		SP:Iteration 31Q (200389.260000 sec): 3 clusters
  Score: Raw -1554606.942339 + Penalty 3219.914676 = -1551387.027663
  nChanged 158
		SP:Iteration 32Q (200389.470000 sec): 3 clusters
  Score: Raw -1554664.694903 + Penalty 3219.914676 = -1551444.780227
  nChanged 129
		SP:Iteration 33Q (200389.730000 sec): 3 clusters
  Score: Raw -1554710.602250 + Penalty 3219.914676 = -1551490.687574
  nChanged 106
		SP:Iteration 34Q (200390.000000 sec): 3 clusters
  Score: Raw -1554749.875245 + Penalty 3219.914676 = -1551529.960569
  nChanged 95
		SP:Iteration 35Q (200390.270000 sec): 3 clusters
  Score: Raw -1554782.477253 + Penalty 3219.914676 = -1551562.562577
  nChanged 92
		SP:Iteration 36Q (200390.570000 sec): 3 clusters
  Score: Raw -1554815.625250 + Penalty 3219.914676 = -1551595.710575
  nChanged 88
		SP:Iteration 37Q (200390.840000 sec): 3 clusters
  Score: Raw -1554847.843979 + Penalty 3219.914676 = -1551627.929303
  nChanged 86
		SP:Iteration 38Q (200391.180000 sec): 3 clusters
  Score: Raw -1554878.141940 + Penalty 3219.914676 = -1551658.227264
  nChanged 77
		SP:Iteration 39Q (200391.480000 sec): 3 clusters
  Score: Raw -1554904.100085 + Penalty 3219.914676 = -1551684.185409
  nChanged 67
		SP:Iteration 40F (200391.780000 sec): 3 clusters
  Score: Raw -1554927.906740 + Penalty 3219.914676 = -1551707.992064
  nChanged 58
		SP:Iteration 41Q (200392.080000 sec): 3 clusters
  Score: Raw -1554949.775415 + Penalty 3219.914676 = -1551729.860739
  nChanged 57
		SP:Iteration 42Q (200392.330000 sec): 3 clusters
  Score: Raw -1554969.832652 + Penalty 3219.914676 = -1551749.917976
  nChanged 39
		SP:Iteration 43Q (200392.620000 sec): 3 clusters
  Score: Raw -1554982.107708 + Penalty 3219.914676 = -1551762.193032
  nChanged 27
		SP:Iteration 44Q (200392.880000 sec): 3 clusters
  Score: Raw -1554989.104952 + Penalty 3219.914676 = -1551769.190277
  nChanged 27
		SP:Iteration 45Q (200393.150000 sec): 3 clusters
  Score: Raw -1554996.253409 + Penalty 3219.914676 = -1551776.338733
  nChanged 24
		SP:Iteration 46Q (200393.450000 sec): 3 clusters
  Score: Raw -1555005.358173 + Penalty 3219.914676 = -1551785.443498
  nChanged 28
		SP:Iteration 47Q (200393.740000 sec): 3 clusters
  Score: Raw -1555017.480820 + Penalty 3219.914676 = -1551797.566144
  nChanged 32
		SP:Iteration 48Q (200393.990000 sec): 3 clusters
  Score: Raw -1555034.467362 + Penalty 3219.914676 = -1551814.552687
  nChanged 35
		SP:Iteration 49Q (200394.240000 sec): 3 clusters
  Score: Raw -1555050.437148 + Penalty 3219.914676 = -1551830.522473
  nChanged 32
		SP:Iteration 50Q (200394.520000 sec): 3 clusters
  Score: Raw -1555061.849876 + Penalty 3219.914676 = -1551841.935200
  nChanged 23
		SP:Iteration 51Q (200394.800000 sec): 3 clusters
  Score: Raw -1555070.218709 + Penalty 3219.914676 = -1551850.304033
  nChanged 20
		SP:Iteration 52Q (200395.030000 sec): 3 clusters
  Score: Raw -1555077.626817 + Penalty 3219.914676 = -1551857.712141
  nChanged 22
		SP:Iteration 53Q (200395.360000 sec): 3 clusters
  Score: Raw -1555086.579545 + Penalty 3219.914676 = -1551866.664869
  nChanged 19
		SP:Iteration 54Q (200395.600000 sec): 3 clusters
  Score: Raw -1555094.603545 + Penalty 3219.914676 = -1551874.688869
  nChanged 30
		SP:Iteration 55Q (200395.810000 sec): 3 clusters
  Score: Raw -1555107.144109 + Penalty 3219.914676 = -1551887.229433
  nChanged 30
		SP:Iteration 56Q (200396.080000 sec): 3 clusters
  Score: Raw -1555120.806776 + Penalty 3219.914676 = -1551900.892101
  nChanged 30
		SP:Iteration 57Q (200396.310000 sec): 3 clusters
  Score: Raw -1555136.304967 + Penalty 3219.914676 = -1551916.390292
  nChanged 23
		SP:Iteration 58Q (200396.580000 sec): 3 clusters
  Score: Raw -1555149.397558 + Penalty 3219.914676 = -1551929.482882
  nChanged 20
		SP:Iteration 59Q (200396.850000 sec): 3 clusters
  Score: Raw -1555157.523367 + Penalty 3219.914676 = -1551937.608691
  nChanged 16
		SP:Iteration 60F (200397.140000 sec): 3 clusters
  Score: Raw -1555163.124214 + Penalty 3219.914676 = -1551943.209539
  nChanged 13
		SP:Iteration 61Q (200397.370000 sec): 3 clusters
  Score: Raw -1555167.311831 + Penalty 3219.914676 = -1551947.397155
  nChanged 7
		SP:Iteration 62Q (200397.650000 sec): 3 clusters
  Score: Raw -1555169.399735 + Penalty 3219.914676 = -1551949.485059
  nChanged 10
		SP:Iteration 63Q (200397.910000 sec): 3 clusters
  Score: Raw -1555173.615274 + Penalty 3219.914676 = -1551953.700599
  nChanged 10
		SP:Iteration 64Q (200398.200000 sec): 3 clusters
  Score: Raw -1555177.524263 + Penalty 3219.914676 = -1551957.609587
  nChanged 14
		SP:Iteration 65Q (200398.480000 sec): 3 clusters
  Score: Raw -1555182.241129 + Penalty 3219.914676 = -1551962.326453
  nChanged 8
		SP:Iteration 66Q (200398.720000 sec): 3 clusters
  Score: Raw -1555184.540509 + Penalty 3219.914676 = -1551964.625833
  nChanged 8
		SP:Iteration 67Q (200398.990000 sec): 3 clusters
  Score: Raw -1555186.562650 + Penalty 3219.914676 = -1551966.647974
  nChanged 8
		SP:Iteration 68Q (200399.240000 sec): 3 clusters
  Score: Raw -1555188.698791 + Penalty 3219.914676 = -1551968.784115
  nChanged 3
		SP:Iteration 69Q (200399.490000 sec): 3 clusters
  Score: Raw -1555189.095902 + Penalty 3219.914676 = -1551969.181226
  nChanged 1
		SP:Iteration 70Q (200399.770000 sec): 3 clusters
  Score: Raw -1555189.312221 + Penalty 3219.914676 = -1551969.397545
  nChanged 4
		SP:Iteration 71Q (200400.000000 sec): 3 clusters
  Score: Raw -1555191.599669 + Penalty 3219.914676 = -1551971.684993
  nChanged 7
		SP:Iteration 72Q (200400.250000 sec): 3 clusters
  Score: Raw -1555193.237439 + Penalty 3219.914676 = -1551973.322763
  nChanged 3
		SP:Iteration 73Q (200400.520000 sec): 3 clusters
  Score: Raw -1555194.317900 + Penalty 3219.914676 = -1551974.403224
  nChanged 4
		SP:Iteration 74Q (200400.820000 sec): 3 clusters
  Score: Raw -1555195.975795 + Penalty 3219.914676 = -1551976.061120
  nChanged 5
		SP:Iteration 75Q (200401.110000 sec): 3 clusters
  Score: Raw -1555198.119887 + Penalty 3219.914676 = -1551978.205211
  nChanged 3
		SP:Iteration 76Q (200401.400000 sec): 3 clusters
  Score: Raw -1555198.886009 + Penalty 3219.914676 = -1551978.971334
  nChanged 1
		SP:Iteration 77Q (200401.680000 sec): 3 clusters
  Score: Raw -1555199.362256 + Penalty 3219.914676 = -1551979.447580
  nChanged 3
		SP:Iteration 78Q (200401.930000 sec): 3 clusters
  Score: Raw -1555200.433891 + Penalty 3219.914676 = -1551980.519215
  nChanged 3
		SP:Iteration 79Q (200402.230000 sec): 3 clusters
  Score: Raw -1555201.503439 + Penalty 3219.914676 = -1551981.588763
  nChanged 4
		SP:Iteration 80F (200402.520000 sec): 3 clusters
  Score: Raw -1555202.644339 + Penalty 3219.914676 = -1551982.729663
  nChanged 1
		SP:Iteration 81Q (200402.830000 sec): 3 clusters
  Score: Raw -1555203.107324 + Penalty 3219.914676 = -1551983.192648
  nChanged 1
		SP:Iteration 82Q (200403.120000 sec): 3 clusters
  Score: Raw -1555203.357720 + Penalty 3219.914676 = -1551983.443044
  nChanged 2
		SP:Iteration 83Q (200403.450000 sec): 3 clusters
  Score: Raw -1555204.268589 + Penalty 3219.914676 = -1551984.353914
  nChanged 0
		SP:Iteration 84F (200403.690000 sec): 3 clusters
  Score: Raw -1555204.268589 + Penalty 3219.914676 = -1551984.353914
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 64 (3267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200403.840000 sec): 2 clusters
  Score: Raw -234321.522369 + Penalty 1314.889454 = -233006.632914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200404.060000 sec): 3 clusters
  Score: Raw -232802.770215 + Penalty 2629.778909 = -230172.991306
  nChanged 1243
		SP:Iteration 1F (200404.280000 sec): 3 clusters
  Score: Raw -233590.567229 + Penalty 2629.778909 = -230960.788320
  nChanged 316
		SP:Iteration 2F (200404.480000 sec): 3 clusters
  Score: Raw -233822.239797 + Penalty 2629.778909 = -231192.460889
  nChanged 203
		SP:Iteration 3F (200404.640000 sec): 3 clusters
  Score: Raw -233991.945108 + Penalty 2629.778909 = -231362.166199
  nChanged 171
		SP:Iteration 4F (200404.870000 sec): 3 clusters
  Score: Raw -234148.464677 + Penalty 2629.778909 = -231518.685769
  nChanged 145
		SP:Iteration 5Q (200405.060000 sec): 3 clusters
  Score: Raw -234305.654496 + Penalty 2629.778909 = -231675.875588
  nChanged 161
		SP:Iteration 6Q (200405.300000 sec): 3 clusters
  Score: Raw -234460.707745 + Penalty 2629.778909 = -231830.928836
  nChanged 142
		SP:Iteration 7Q (200405.470000 sec): 3 clusters
  Score: Raw -234604.845762 + Penalty 2629.778909 = -231975.066853
  nChanged 141
		SP:Iteration 8Q (200405.620000 sec): 3 clusters
  Score: Raw -234741.888675 + Penalty 2629.778909 = -232112.109766
  nChanged 123
		SP:Iteration 9Q (200405.780000 sec): 3 clusters
  Score: Raw -234841.445509 + Penalty 2629.778909 = -232211.666600
  nChanged 102
		SP:Iteration 10Q (200405.960000 sec): 3 clusters
  Score: Raw -234912.324314 + Penalty 2629.778909 = -232282.545405
  nChanged 73
		SP:Iteration 11Q (200406.170000 sec): 3 clusters
  Score: Raw -234964.383523 + Penalty 2629.778909 = -232334.604614
  nChanged 61
		SP:Iteration 12Q (200406.340000 sec): 3 clusters
  Score: Raw -234999.857726 + Penalty 2629.778909 = -232370.078817
  nChanged 41
		SP:Iteration 13Q (200406.510000 sec): 3 clusters
  Score: Raw -235019.285792 + Penalty 2629.778909 = -232389.506883
  nChanged 35
		SP:Iteration 14Q (200406.680000 sec): 3 clusters
  Score: Raw -235034.520365 + Penalty 2629.778909 = -232404.741456
  nChanged 29
		SP:Iteration 15Q (200406.870000 sec): 3 clusters
  Score: Raw -235047.273686 + Penalty 2629.778909 = -232417.494777
  nChanged 27
		SP:Iteration 16Q (200407.050000 sec): 3 clusters
  Score: Raw -235061.416737 + Penalty 2629.778909 = -232431.637828
  nChanged 37
		SP:Iteration 17Q (200407.250000 sec): 3 clusters
  Score: Raw -235083.572044 + Penalty 2629.778909 = -232453.793135
  nChanged 43
		SP:Iteration 18Q (200407.430000 sec): 3 clusters
  Score: Raw -235112.395950 + Penalty 2629.778909 = -232482.617041
  nChanged 46
		SP:Iteration 19Q (200407.610000 sec): 3 clusters
  Score: Raw -235146.042912 + Penalty 2629.778909 = -232516.264003
  nChanged 44
		SP:Iteration 20F (200407.790000 sec): 3 clusters
  Score: Raw -235180.417953 + Penalty 2629.778909 = -232550.639044
  nChanged 38
		SP:Iteration 21Q (200407.980000 sec): 3 clusters
  Score: Raw -235208.470569 + Penalty 2629.778909 = -232578.691660
  nChanged 36
		SP:Iteration 22Q (200408.170000 sec): 3 clusters
  Score: Raw -235237.593410 + Penalty 2629.778909 = -232607.814501
  nChanged 29
		SP:Iteration 23Q (200408.350000 sec): 3 clusters
  Score: Raw -235256.653987 + Penalty 2629.778909 = -232626.875078
  nChanged 23
		SP:Iteration 24Q (200408.530000 sec): 3 clusters
  Score: Raw -235267.472315 + Penalty 2629.778909 = -232637.693406
  nChanged 16
		SP:Iteration 25Q (200408.740000 sec): 3 clusters
  Score: Raw -235276.368078 + Penalty 2629.778909 = -232646.589169
  nChanged 12
		SP:Iteration 26Q (200408.870000 sec): 3 clusters
  Score: Raw -235295.359779 + Penalty 2629.778909 = -232665.580871
  nChanged 23
		SP:Iteration 27Q (200409.050000 sec): 3 clusters
  Score: Raw -235307.267944 + Penalty 2629.778909 = -232677.489036
  nChanged 20
		SP:Iteration 28Q (200409.240000 sec): 3 clusters
  Score: Raw -235317.540460 + Penalty 2629.778909 = -232687.761551
  nChanged 16
		SP:Iteration 29Q (200409.450000 sec): 3 clusters
  Score: Raw -235327.394353 + Penalty 2629.778909 = -232697.615444
  nChanged 18
		SP:Iteration 30Q (200409.680000 sec): 3 clusters
  Score: Raw -235334.191269 + Penalty 2629.778909 = -232704.412360
  nChanged 11
		SP:Iteration 31Q (200409.870000 sec): 3 clusters
  Score: Raw -235338.774713 + Penalty 2629.778909 = -232708.995804
  nChanged 4
		SP:Iteration 32Q (200410.050000 sec): 3 clusters
  Score: Raw -235340.050137 + Penalty 2629.778909 = -232710.271229
  nChanged 3
		SP:Iteration 33Q (200410.210000 sec): 3 clusters
  Score: Raw -235341.540367 + Penalty 2629.778909 = -232711.761458
  nChanged 4
		SP:Iteration 34Q (200410.390000 sec): 3 clusters
  Score: Raw -235342.820788 + Penalty 2629.778909 = -232713.041879
  nChanged 3
		SP:Iteration 35Q (200410.580000 sec): 3 clusters
  Score: Raw -235343.384765 + Penalty 2629.778909 = -232713.605856
  nChanged 2
		SP:Iteration 36Q (200410.760000 sec): 3 clusters
  Score: Raw -235344.141852 + Penalty 2629.778909 = -232714.362943
  nChanged 1
		SP:Iteration 37Q (200410.950000 sec): 3 clusters
  Score: Raw -235344.300598 + Penalty 2629.778909 = -232714.521689
  nChanged 0
		SP:Iteration 38F (200411.140000 sec): 3 clusters
  Score: Raw -235344.300598 + Penalty 2629.778909 = -232714.521689
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 65 (633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200411.230000 sec): 2 clusters
  Score: Raw -50415.273356 + Penalty 1048.201444 = -49367.071913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200411.400000 sec): 3 clusters
  Score: Raw -50316.391337 + Penalty 2096.402887 = -48219.988450
  nChanged 152
		SP:Iteration 1F (200411.550000 sec): 3 clusters
  Score: Raw -50558.698682 + Penalty 2096.402887 = -48462.295795
  nChanged 57
		SP:Iteration 2F (200411.710000 sec): 3 clusters
  Score: Raw -50741.068609 + Penalty 2096.402887 = -48644.665722
  nChanged 48
		SP:Iteration 3F (200411.880000 sec): 3 clusters
  Score: Raw -50961.038401 + Penalty 2096.402887 = -48864.635513
  nChanged 37
		SP:Iteration 4F (200412.180000 sec): 3 clusters
  Score: Raw -51146.495775 + Penalty 2096.402887 = -49050.092888
  nChanged 29
		SP:Iteration 5Q (200412.310000 sec): 3 clusters
  Score: Raw -51239.077642 + Penalty 2096.402887 = -49142.674755
  nChanged 24
		SP:Iteration 6Q (200412.500000 sec): 3 clusters
  Score: Raw -51290.024213 + Penalty 2096.402887 = -49193.621326
  nChanged 9
		SP:Iteration 7Q (200412.670000 sec): 3 clusters
  Score: Raw -51310.139655 + Penalty 2096.402887 = -49213.736768
  nChanged 8
		SP:Iteration 8Q (200412.850000 sec): 3 clusters
  Score: Raw -51325.582690 + Penalty 2096.402887 = -49229.179803
  nChanged 2
		SP:Iteration 9Q (200413.020000 sec): 3 clusters
  Score: Raw -51332.736263 + Penalty 2096.402887 = -49236.333375
  nChanged 1
		SP:Iteration 10Q (200413.170000 sec): 3 clusters
  Score: Raw -51334.195808 + Penalty 2096.402887 = -49237.792920
  nChanged 1
		SP:Iteration 11Q (200413.400000 sec): 3 clusters
  Score: Raw -51335.217171 + Penalty 2096.402887 = -49238.814284
  nChanged 0
		SP:Iteration 12F (200413.550000 sec): 3 clusters
  Score: Raw -51335.217171 + Penalty 2096.402887 = -49238.814284
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 66 (7184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200413.700000 sec): 2 clusters
  Score: Raw -605959.455817 + Penalty 1442.936887 = -604516.518930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200413.930000 sec): 3 clusters
  Score: Raw -602048.264887 + Penalty 2885.873773 = -599162.391114
  nChanged 2990
		SP:Iteration 1F (200414.140000 sec): 3 clusters
  Score: Raw -603754.338477 + Penalty 2885.873773 = -600868.464704
  nChanged 493
		SP:Iteration 2F (200414.390000 sec): 3 clusters
  Score: Raw -604039.725128 + Penalty 2885.873773 = -601153.851355
  nChanged 457
		SP:Iteration 3F (200414.600000 sec): 3 clusters
  Score: Raw -604371.264445 + Penalty 2885.873773 = -601485.390672
  nChanged 473
		SP:Iteration 4F (200414.790000 sec): 3 clusters
  Score: Raw -604788.255883 + Penalty 2885.873773 = -601902.382110
  nChanged 507
		SP:Iteration 5F (200415.030000 sec): 3 clusters
  Score: Raw -605279.995532 + Penalty 2885.873773 = -602394.121758
  nChanged 511
		SP:Iteration 6F (200415.250000 sec): 3 clusters
  Score: Raw -605728.424109 + Penalty 2885.873773 = -602842.550336
  nChanged 451
		SP:Iteration 7F (200415.510000 sec): 3 clusters
  Score: Raw -606079.975603 + Penalty 2885.873773 = -603194.101830
  nChanged 293
		SP:Iteration 8Q (200415.720000 sec): 3 clusters
  Score: Raw -606272.425133 + Penalty 2885.873773 = -603386.551359
  nChanged 203
		SP:Iteration 9Q (200415.920000 sec): 3 clusters
  Score: Raw -606375.295521 + Penalty 2885.873773 = -603489.421748
  nChanged 134
		SP:Iteration 10Q (200416.180000 sec): 3 clusters
  Score: Raw -606434.900371 + Penalty 2885.873773 = -603549.026598
  nChanged 86
		SP:Iteration 11Q (200416.450000 sec): 3 clusters
  Score: Raw -606471.346366 + Penalty 2885.873773 = -603585.472593
  nChanged 68
		SP:Iteration 12Q (200416.680000 sec): 3 clusters
  Score: Raw -606499.984153 + Penalty 2885.873773 = -603614.110380
  nChanged 58
		SP:Iteration 13Q (200416.900000 sec): 3 clusters
  Score: Raw -606523.798556 + Penalty 2885.873773 = -603637.924782
  nChanged 46
		SP:Iteration 14Q (200417.190000 sec): 3 clusters
  Score: Raw -606543.063930 + Penalty 2885.873773 = -603657.190157
  nChanged 45
		SP:Iteration 15Q (200417.410000 sec): 3 clusters
  Score: Raw -606562.969915 + Penalty 2885.873773 = -603677.096142
  nChanged 43
		SP:Iteration 16Q (200417.650000 sec): 3 clusters
  Score: Raw -606580.920656 + Penalty 2885.873773 = -603695.046883
  nChanged 48
		SP:Iteration 17Q (200417.920000 sec): 3 clusters
  Score: Raw -606600.740571 + Penalty 2885.873773 = -603714.866798
  nChanged 37
		SP:Iteration 18Q (200418.100000 sec): 3 clusters
  Score: Raw -606618.284244 + Penalty 2885.873773 = -603732.410471
  nChanged 42
		SP:Iteration 19Q (200418.400000 sec): 3 clusters
  Score: Raw -606638.003873 + Penalty 2885.873773 = -603752.130100
  nChanged 30
		SP:Iteration 20F (200418.620000 sec): 3 clusters
  Score: Raw -606651.240209 + Penalty 2885.873773 = -603765.366436
  nChanged 38
		SP:Iteration 21Q (200418.910000 sec): 3 clusters
  Score: Raw -606663.410077 + Penalty 2885.873773 = -603777.536304
  nChanged 28
		SP:Iteration 22Q (200419.120000 sec): 3 clusters
  Score: Raw -606673.535291 + Penalty 2885.873773 = -603787.661518
  nChanged 28
		SP:Iteration 23Q (200419.440000 sec): 3 clusters
  Score: Raw -606683.379612 + Penalty 2885.873773 = -603797.505839
  nChanged 25
		SP:Iteration 24Q (200419.650000 sec): 3 clusters
  Score: Raw -606691.632658 + Penalty 2885.873773 = -603805.758885
  nChanged 23
		SP:Iteration 25Q (200419.900000 sec): 3 clusters
  Score: Raw -606697.448537 + Penalty 2885.873773 = -603811.574764
  nChanged 20
		SP:Iteration 26Q (200420.120000 sec): 3 clusters
  Score: Raw -606703.231852 + Penalty 2885.873773 = -603817.358079
  nChanged 21
		SP:Iteration 27Q (200420.370000 sec): 3 clusters
  Score: Raw -606708.827579 + Penalty 2885.873773 = -603822.953806
  nChanged 8
		SP:Iteration 28Q (200420.600000 sec): 3 clusters
  Score: Raw -606710.626221 + Penalty 2885.873773 = -603824.752448
  nChanged 3
		SP:Iteration 29Q (200420.790000 sec): 3 clusters
  Score: Raw -606711.465178 + Penalty 2885.873773 = -603825.591405
  nChanged 3
		SP:Iteration 30Q (200421.050000 sec): 3 clusters
  Score: Raw -606712.356359 + Penalty 2885.873773 = -603826.482586
  nChanged 4
		SP:Iteration 31Q (200421.240000 sec): 3 clusters
  Score: Raw -606713.478669 + Penalty 2885.873773 = -603827.604896
  nChanged 6
		SP:Iteration 32Q (200421.470000 sec): 3 clusters
  Score: Raw -606714.726442 + Penalty 2885.873773 = -603828.852668
  nChanged 4
		SP:Iteration 33Q (200421.670000 sec): 3 clusters
  Score: Raw -606715.312802 + Penalty 2885.873773 = -603829.439029
  nChanged 0
		SP:Iteration 34F (200421.890000 sec): 3 clusters
  Score: Raw -606715.312802 + Penalty 2885.873773 = -603829.439029
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 67 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200422.060000 sec): 2 clusters
  Score: Raw -36397.415947 + Penalty 986.494881 = -35410.921066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200422.240000 sec): 3 clusters
  Score: Raw -36396.420900 + Penalty 1972.989762 = -34423.431138
  nChanged 89
		SP:Iteration 1F (200422.400000 sec): 3 clusters
  Score: Raw -36514.899250 + Penalty 1972.989762 = -34541.909488
  nChanged 21
		SP:Iteration 2Q (200422.580000 sec): 3 clusters
  Score: Raw -36565.826312 + Penalty 1972.989762 = -34592.836551
  nChanged 13
		SP:Iteration 3Q (200422.780000 sec): 3 clusters
  Score: Raw -36591.280973 + Penalty 1972.989762 = -34618.291212
  nChanged 11
		SP:Iteration 4Q (200422.960000 sec): 3 clusters
  Score: Raw -36610.222515 + Penalty 1972.989762 = -34637.232754
  nChanged 9
		SP:Iteration 5Q (200423.170000 sec): 3 clusters
  Score: Raw -36627.119936 + Penalty 1972.989762 = -34654.130174
  nChanged 2
		SP:Iteration 6Q (200423.370000 sec): 3 clusters
  Score: Raw -36630.619900 + Penalty 1972.989762 = -34657.630139
  nChanged 2
		SP:Iteration 7Q (200423.520000 sec): 3 clusters
  Score: Raw -36633.256575 + Penalty 1972.989762 = -34660.266813
  nChanged 3
		SP:Iteration 8Q (200423.720000 sec): 3 clusters
  Score: Raw -36638.069812 + Penalty 1972.989762 = -34665.080050
  nChanged 1
		SP:Iteration 9Q (200423.910000 sec): 3 clusters
  Score: Raw -36640.049971 + Penalty 1972.989762 = -34667.060209
  nChanged 0
		SP:Iteration 10F (200424.100000 sec): 3 clusters
  Score: Raw -36640.049971 + Penalty 1972.989762 = -34667.060209
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 68 (14661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200424.240000 sec): 2 clusters
  Score: Raw -1248757.217062 + Penalty 1558.853755 = -1247198.363307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200424.500000 sec): 3 clusters
  Score: Raw -1240129.128921 + Penalty 3117.707510 = -1237011.421411
  nChanged 6511
		SP:Iteration 1F (200424.730000 sec): 3 clusters
  Score: Raw -1243907.466261 + Penalty 3117.707510 = -1240789.758751
  nChanged 924
		SP:Iteration 2F (200425.000000 sec): 3 clusters
  Score: Raw -1244364.642709 + Penalty 3117.707510 = -1241246.935199
  nChanged 829
		SP:Iteration 3F (200425.240000 sec): 3 clusters
  Score: Raw -1244810.132869 + Penalty 3117.707510 = -1241692.425358
  nChanged 839
		SP:Iteration 4F (200425.460000 sec): 3 clusters
  Score: Raw -1245277.839722 + Penalty 3117.707510 = -1242160.132212
  nChanged 883
		SP:Iteration 5F (200425.690000 sec): 3 clusters
  Score: Raw -1245801.350115 + Penalty 3117.707510 = -1242683.642605
  nChanged 858
		SP:Iteration 6F (200425.920000 sec): 3 clusters
  Score: Raw -1246271.880391 + Penalty 3117.707510 = -1243154.172880
  nChanged 717
		SP:Iteration 7Q (200426.200000 sec): 3 clusters
  Score: Raw -1246645.676630 + Penalty 3117.707510 = -1243527.969119
  nChanged 628
		SP:Iteration 8Q (200426.460000 sec): 3 clusters
  Score: Raw -1246919.953069 + Penalty 3117.707510 = -1243802.245559
  nChanged 502
		SP:Iteration 9Q (200426.700000 sec): 3 clusters
  Score: Raw -1247106.311797 + Penalty 3117.707510 = -1243988.604287
  nChanged 406
		SP:Iteration 10Q (200426.940000 sec): 3 clusters
  Score: Raw -1247236.122863 + Penalty 3117.707510 = -1244118.415353
  nChanged 324
		SP:Iteration 11Q (200427.190000 sec): 3 clusters
  Score: Raw -1247324.893927 + Penalty 3117.707510 = -1244207.186416
  nChanged 262
		SP:Iteration 12Q (200427.500000 sec): 3 clusters
  Score: Raw -1247394.399996 + Penalty 3117.707510 = -1244276.692486
  nChanged 219
		SP:Iteration 13Q (200427.740000 sec): 3 clusters
  Score: Raw -1247450.754736 + Penalty 3117.707510 = -1244333.047225
  nChanged 194
		SP:Iteration 14Q (200428.000000 sec): 3 clusters
  Score: Raw -1247500.915415 + Penalty 3117.707510 = -1244383.207904
  nChanged 187
		SP:Iteration 15Q (200428.270000 sec): 3 clusters
  Score: Raw -1247539.298573 + Penalty 3117.707510 = -1244421.591062
  nChanged 143
		SP:Iteration 16Q (200428.580000 sec): 3 clusters
  Score: Raw -1247566.372495 + Penalty 3117.707510 = -1244448.664984
  nChanged 112
		SP:Iteration 17Q (200428.850000 sec): 3 clusters
  Score: Raw -1247587.098137 + Penalty 3117.707510 = -1244469.390627
  nChanged 96
		SP:Iteration 18Q (200429.110000 sec): 3 clusters
  Score: Raw -1247604.295308 + Penalty 3117.707510 = -1244486.587798
  nChanged 98
		SP:Iteration 19Q (200429.360000 sec): 3 clusters
  Score: Raw -1247619.915405 + Penalty 3117.707510 = -1244502.207894
  nChanged 84
		SP:Iteration 20F (200429.640000 sec): 3 clusters
  Score: Raw -1247632.725993 + Penalty 3117.707510 = -1244515.018483
  nChanged 79
		SP:Iteration 21Q (200429.860000 sec): 3 clusters
  Score: Raw -1247646.026954 + Penalty 3117.707510 = -1244528.319444
  nChanged 71
		SP:Iteration 22Q (200430.120000 sec): 3 clusters
  Score: Raw -1247656.413770 + Penalty 3117.707510 = -1244538.706260
  nChanged 77
		SP:Iteration 23Q (200430.330000 sec): 3 clusters
  Score: Raw -1247666.760396 + Penalty 3117.707510 = -1244549.052885
  nChanged 61
		SP:Iteration 24Q (200430.600000 sec): 3 clusters
  Score: Raw -1247674.508839 + Penalty 3117.707510 = -1244556.801329
  nChanged 64
		SP:Iteration 25Q (200430.830000 sec): 3 clusters
  Score: Raw -1247682.480592 + Penalty 3117.707510 = -1244564.773082
  nChanged 65
		SP:Iteration 26Q (200431.060000 sec): 3 clusters
  Score: Raw -1247692.446803 + Penalty 3117.707510 = -1244574.739293
  nChanged 75
		SP:Iteration 27Q (200431.280000 sec): 3 clusters
  Score: Raw -1247705.030798 + Penalty 3117.707510 = -1244587.323288
  nChanged 83
		SP:Iteration 28Q (200431.560000 sec): 3 clusters
  Score: Raw -1247720.672753 + Penalty 3117.707510 = -1244602.965242
  nChanged 82
		SP:Iteration 29Q (200431.780000 sec): 3 clusters
  Score: Raw -1247734.461802 + Penalty 3117.707510 = -1244616.754291
  nChanged 82
		SP:Iteration 30Q (200432.010000 sec): 3 clusters
  Score: Raw -1247749.449200 + Penalty 3117.707510 = -1244631.741690
  nChanged 88
		SP:Iteration 31Q (200432.220000 sec): 3 clusters
  Score: Raw -1247765.711098 + Penalty 3117.707510 = -1244648.003587
  nChanged 96
		SP:Iteration 32Q (200432.470000 sec): 3 clusters
  Score: Raw -1247782.825675 + Penalty 3117.707510 = -1244665.118164
  nChanged 91
		SP:Iteration 33Q (200432.710000 sec): 3 clusters
  Score: Raw -1247799.251867 + Penalty 3117.707510 = -1244681.544356
  nChanged 95
		SP:Iteration 34Q (200432.940000 sec): 3 clusters
  Score: Raw -1247817.993800 + Penalty 3117.707510 = -1244700.286290
  nChanged 98
		SP:Iteration 35Q (200433.200000 sec): 3 clusters
  Score: Raw -1247838.842588 + Penalty 3117.707510 = -1244721.135078
  nChanged 112
		SP:Iteration 36Q (200433.470000 sec): 3 clusters
  Score: Raw -1247866.151546 + Penalty 3117.707510 = -1244748.444036
  nChanged 133
		SP:Iteration 37Q (200433.670000 sec): 3 clusters
  Score: Raw -1247901.753593 + Penalty 3117.707510 = -1244784.046083
  nChanged 133
		SP:Iteration 38Q (200433.940000 sec): 3 clusters
  Score: Raw -1247938.044265 + Penalty 3117.707510 = -1244820.336755
  nChanged 170
		SP:Iteration 39Q (200434.180000 sec): 3 clusters
  Score: Raw -1247992.526815 + Penalty 3117.707510 = -1244874.819304
  nChanged 175
		SP:Iteration 40F (200434.470000 sec): 3 clusters
  Score: Raw -1248048.400643 + Penalty 3117.707510 = -1244930.693132
  nChanged 175
		SP:Iteration 41Q (200434.670000 sec): 3 clusters
  Score: Raw -1248109.886058 + Penalty 3117.707510 = -1244992.178547
  nChanged 183
		SP:Iteration 42Q (200434.970000 sec): 3 clusters
  Score: Raw -1248184.755159 + Penalty 3117.707510 = -1245067.047648
  nChanged 165
		SP:Iteration 43Q (200435.230000 sec): 3 clusters
  Score: Raw -1248260.264036 + Penalty 3117.707510 = -1245142.556526
  nChanged 180
		SP:Iteration 44Q (200435.440000 sec): 3 clusters
  Score: Raw -1248336.111109 + Penalty 3117.707510 = -1245218.403599
  nChanged 151
		SP:Iteration 45Q (200435.720000 sec): 3 clusters
  Score: Raw -1248399.816356 + Penalty 3117.707510 = -1245282.108846
  nChanged 136
		SP:Iteration 46Q (200435.950000 sec): 3 clusters
  Score: Raw -1248461.664580 + Penalty 3117.707510 = -1245343.957069
  nChanged 127
		SP:Iteration 47Q (200436.280000 sec): 3 clusters
  Score: Raw -1248518.351563 + Penalty 3117.707510 = -1245400.644053
  nChanged 120
		SP:Iteration 48Q (200436.530000 sec): 3 clusters
  Score: Raw -1248571.098549 + Penalty 3117.707510 = -1245453.391039
  nChanged 108
		SP:Iteration 49Q (200436.730000 sec): 3 clusters
  Score: Raw -1248616.803395 + Penalty 3117.707510 = -1245499.095884
  nChanged 90
		SP:Iteration 50Q (200436.940000 sec): 3 clusters
  Score: Raw -1248658.886178 + Penalty 3117.707510 = -1245541.178668
  nChanged 97
		SP:Iteration 51Q (200437.180000 sec): 3 clusters
  Score: Raw -1248705.586813 + Penalty 3117.707510 = -1245587.879303
  nChanged 74
		SP:Iteration 52Q (200437.460000 sec): 3 clusters
  Score: Raw -1248744.698189 + Penalty 3117.707510 = -1245626.990679
  nChanged 69
		SP:Iteration 53Q (200437.720000 sec): 3 clusters
  Score: Raw -1248777.578536 + Penalty 3117.707510 = -1245659.871025
  nChanged 54
		SP:Iteration 54Q (200437.960000 sec): 3 clusters
  Score: Raw -1248802.294987 + Penalty 3117.707510 = -1245684.587476
  nChanged 45
		SP:Iteration 55Q (200438.230000 sec): 3 clusters
  Score: Raw -1248820.948230 + Penalty 3117.707510 = -1245703.240719
  nChanged 41
		SP:Iteration 56Q (200438.540000 sec): 3 clusters
  Score: Raw -1248839.539568 + Penalty 3117.707510 = -1245721.832057
  nChanged 33
		SP:Iteration 57Q (200438.750000 sec): 3 clusters
  Score: Raw -1248850.743956 + Penalty 3117.707510 = -1245733.036446
  nChanged 20
		SP:Iteration 58Q (200439.020000 sec): 3 clusters
  Score: Raw -1248860.302633 + Penalty 3117.707510 = -1245742.595123
  nChanged 17
		SP:Iteration 59Q (200439.280000 sec): 3 clusters
  Score: Raw -1248868.058661 + Penalty 3117.707510 = -1245750.351151
  nChanged 23
		SP:Iteration 60F (200439.540000 sec): 3 clusters
  Score: Raw -1248880.034861 + Penalty 3117.707510 = -1245762.327350
  nChanged 23
		SP:Iteration 61Q (200439.820000 sec): 3 clusters
  Score: Raw -1248893.923463 + Penalty 3117.707510 = -1245776.215953
  nChanged 27
		SP:Iteration 62Q (200440.060000 sec): 3 clusters
  Score: Raw -1248906.506585 + Penalty 3117.707510 = -1245788.799074
  nChanged 18
		SP:Iteration 63Q (200440.320000 sec): 3 clusters
  Score: Raw -1248913.131652 + Penalty 3117.707510 = -1245795.424141
  nChanged 13
		SP:Iteration 64Q (200440.670000 sec): 3 clusters
  Score: Raw -1248918.803229 + Penalty 3117.707510 = -1245801.095719
  nChanged 12
		SP:Iteration 65Q (200440.930000 sec): 3 clusters
  Score: Raw -1248924.334454 + Penalty 3117.707510 = -1245806.626943
  nChanged 14
		SP:Iteration 66Q (200441.240000 sec): 3 clusters
  Score: Raw -1248932.437822 + Penalty 3117.707510 = -1245814.730312
  nChanged 12
		SP:Iteration 67Q (200441.470000 sec): 3 clusters
  Score: Raw -1248938.542405 + Penalty 3117.707510 = -1245820.834894
  nChanged 5
		SP:Iteration 68Q (200441.740000 sec): 3 clusters
  Score: Raw -1248940.307075 + Penalty 3117.707510 = -1245822.599565
  nChanged 4
		SP:Iteration 69Q (200442.020000 sec): 3 clusters
  Score: Raw -1248941.706521 + Penalty 3117.707510 = -1245823.999011
  nChanged 7
		SP:Iteration 70Q (200442.270000 sec): 3 clusters
  Score: Raw -1248944.470422 + Penalty 3117.707510 = -1245826.762912
  nChanged 10
		SP:Iteration 71Q (200442.570000 sec): 3 clusters
  Score: Raw -1248949.277544 + Penalty 3117.707510 = -1245831.570033
  nChanged 8
		SP:Iteration 72Q (200442.790000 sec): 3 clusters
  Score: Raw -1248953.352328 + Penalty 3117.707510 = -1245835.644817
  nChanged 6
		SP:Iteration 73Q (200443.110000 sec): 3 clusters
  Score: Raw -1248955.832779 + Penalty 3117.707510 = -1245838.125268
  nChanged 4
		SP:Iteration 74Q (200443.320000 sec): 3 clusters
  Score: Raw -1248957.168074 + Penalty 3117.707510 = -1245839.460564
  nChanged 6
		SP:Iteration 75Q (200443.630000 sec): 3 clusters
  Score: Raw -1248958.868044 + Penalty 3117.707510 = -1245841.160534
  nChanged 2
		SP:Iteration 76Q (200443.910000 sec): 3 clusters
  Score: Raw -1248959.239633 + Penalty 3117.707510 = -1245841.532123
  nChanged 0
		SP:Iteration 77F (200444.170000 sec): 3 clusters
  Score: Raw -1248959.239633 + Penalty 3117.707510 = -1245841.532123
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 69 (520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200444.330000 sec): 2 clusters
  Score: Raw -45139.679809 + Penalty 1016.247182 = -44123.432627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200444.540000 sec): 3 clusters
  Score: Raw -45028.399948 + Penalty 2032.494364 = -42995.905585
  nChanged 121
		SP:Iteration 1F (200444.700000 sec): 3 clusters
  Score: Raw -45189.247170 + Penalty 2032.494364 = -43156.752807
  nChanged 26
		SP:Iteration 2Q (200444.920000 sec): 3 clusters
  Score: Raw -45226.017561 + Penalty 2032.494364 = -43193.523198
  nChanged 15
		SP:Iteration 3Q (200445.100000 sec): 3 clusters
  Score: Raw -45253.964519 + Penalty 2032.494364 = -43221.470155
  nChanged 7
		SP:Iteration 4Q (200445.300000 sec): 3 clusters
  Score: Raw -45260.815334 + Penalty 2032.494364 = -43228.320970
  nChanged 1
		SP:Iteration 5Q (200445.520000 sec): 3 clusters
  Score: Raw -45263.109670 + Penalty 2032.494364 = -43230.615306
  nChanged 4
		SP:Iteration 6Q (200445.730000 sec): 3 clusters
  Score: Raw -45268.418631 + Penalty 2032.494364 = -43235.924268
  nChanged 3
		SP:Iteration 7Q (200445.900000 sec): 3 clusters
  Score: Raw -45272.775031 + Penalty 2032.494364 = -43240.280667
  nChanged 4
		SP:Iteration 8Q (200446.140000 sec): 3 clusters
  Score: Raw -45276.760527 + Penalty 2032.494364 = -43244.266163
  nChanged 0
		SP:Iteration 9F (200446.310000 sec): 3 clusters
  Score: Raw -45276.760527 + Penalty 2032.494364 = -43244.266163
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 70 (2049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200446.440000 sec): 2 clusters
  Score: Raw -166439.025918 + Penalty 1239.079912 = -165199.946006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200446.600000 sec): 3 clusters
  Score: Raw -165551.091927 + Penalty 2478.159823 = -163072.932103
  nChanged 731
		SP:Iteration 1F (200446.810000 sec): 3 clusters
  Score: Raw -166049.784192 + Penalty 2478.159823 = -163571.624368
  nChanged 173
		SP:Iteration 2F (200447.020000 sec): 3 clusters
  Score: Raw -166177.760890 + Penalty 2478.159823 = -163699.601067
  nChanged 111
		SP:Iteration 3F (200447.210000 sec): 3 clusters
  Score: Raw -166243.314481 + Penalty 2478.159823 = -163765.154658
  nChanged 67
		SP:Iteration 4Q (200447.430000 sec): 3 clusters
  Score: Raw -166283.428254 + Penalty 2478.159823 = -163805.268431
  nChanged 56
		SP:Iteration 5Q (200447.640000 sec): 3 clusters
  Score: Raw -166315.644406 + Penalty 2478.159823 = -163837.484583
  nChanged 43
		SP:Iteration 6Q (200447.860000 sec): 3 clusters
  Score: Raw -166344.347354 + Penalty 2478.159823 = -163866.187531
  nChanged 36
		SP:Iteration 7Q (200448.030000 sec): 3 clusters
  Score: Raw -166367.423861 + Penalty 2478.159823 = -163889.264037
  nChanged 41
		SP:Iteration 8Q (200448.240000 sec): 3 clusters
  Score: Raw -166389.237790 + Penalty 2478.159823 = -163911.077967
  nChanged 31
		SP:Iteration 9Q (200448.450000 sec): 3 clusters
  Score: Raw -166404.244900 + Penalty 2478.159823 = -163926.085077
  nChanged 29
		SP:Iteration 10Q (200448.650000 sec): 3 clusters
  Score: Raw -166422.059763 + Penalty 2478.159823 = -163943.899940
  nChanged 34
		SP:Iteration 11Q (200448.860000 sec): 3 clusters
  Score: Raw -166440.343848 + Penalty 2478.159823 = -163962.184025
  nChanged 33
		SP:Iteration 12Q (200449.040000 sec): 3 clusters
  Score: Raw -166458.790560 + Penalty 2478.159823 = -163980.630737
  nChanged 32
		SP:Iteration 13Q (200449.250000 sec): 3 clusters
  Score: Raw -166478.178196 + Penalty 2478.159823 = -164000.018373
  nChanged 27
		SP:Iteration 14Q (200449.480000 sec): 3 clusters
  Score: Raw -166492.558220 + Penalty 2478.159823 = -164014.398397
  nChanged 25
		SP:Iteration 15Q (200449.700000 sec): 3 clusters
  Score: Raw -166507.007005 + Penalty 2478.159823 = -164028.847182
  nChanged 29
		SP:Iteration 16Q (200449.860000 sec): 3 clusters
  Score: Raw -166525.679259 + Penalty 2478.159823 = -164047.519436
  nChanged 25
		SP:Iteration 17Q (200450.080000 sec): 3 clusters
  Score: Raw -166541.589984 + Penalty 2478.159823 = -164063.430161
  nChanged 40
		SP:Iteration 18Q (200450.290000 sec): 3 clusters
  Score: Raw -166569.658959 + Penalty 2478.159823 = -164091.499136
  nChanged 38
		SP:Iteration 19Q (200450.480000 sec): 3 clusters
  Score: Raw -166597.573201 + Penalty 2478.159823 = -164119.413378
  nChanged 33
		SP:Iteration 20F (200450.660000 sec): 3 clusters
  Score: Raw -166622.801304 + Penalty 2478.159823 = -164144.641480
  nChanged 31
		SP:Iteration 21Q (200450.870000 sec): 3 clusters
  Score: Raw -166643.992977 + Penalty 2478.159823 = -164165.833153
  nChanged 23
		SP:Iteration 22Q (200451.060000 sec): 3 clusters
  Score: Raw -166658.431252 + Penalty 2478.159823 = -164180.271429
  nChanged 23
		SP:Iteration 23Q (200451.300000 sec): 3 clusters
  Score: Raw -166673.031922 + Penalty 2478.159823 = -164194.872098
  nChanged 26
		SP:Iteration 24Q (200451.450000 sec): 3 clusters
  Score: Raw -166690.562549 + Penalty 2478.159823 = -164212.402726
  nChanged 28
		SP:Iteration 25Q (200451.660000 sec): 3 clusters
  Score: Raw -166712.915504 + Penalty 2478.159823 = -164234.755681
  nChanged 24
		SP:Iteration 26Q (200451.790000 sec): 3 clusters
  Score: Raw -166736.531334 + Penalty 2478.159823 = -164258.371511
  nChanged 26
		SP:Iteration 27Q (200451.960000 sec): 3 clusters
  Score: Raw -166755.579518 + Penalty 2478.159823 = -164277.419695
  nChanged 23
		SP:Iteration 28Q (200452.110000 sec): 3 clusters
  Score: Raw -166773.981563 + Penalty 2478.159823 = -164295.821740
  nChanged 23
		SP:Iteration 29Q (200452.270000 sec): 3 clusters
  Score: Raw -166791.406121 + Penalty 2478.159823 = -164313.246298
  nChanged 19
		SP:Iteration 30Q (200452.480000 sec): 3 clusters
  Score: Raw -166806.547330 + Penalty 2478.159823 = -164328.387507
  nChanged 14
		SP:Iteration 31Q (200452.690000 sec): 3 clusters
  Score: Raw -166814.907020 + Penalty 2478.159823 = -164336.747196
  nChanged 7
		SP:Iteration 32Q (200452.880000 sec): 3 clusters
  Score: Raw -166820.050283 + Penalty 2478.159823 = -164341.890460
  nChanged 6
		SP:Iteration 33Q (200453.090000 sec): 3 clusters
  Score: Raw -166824.531292 + Penalty 2478.159823 = -164346.371469
  nChanged 5
		SP:Iteration 34Q (200453.340000 sec): 3 clusters
  Score: Raw -166828.310284 + Penalty 2478.159823 = -164350.150460
  nChanged 9
		SP:Iteration 35Q (200453.580000 sec): 3 clusters
  Score: Raw -166834.481139 + Penalty 2478.159823 = -164356.321316
  nChanged 6
		SP:Iteration 36Q (200453.830000 sec): 3 clusters
  Score: Raw -166838.565459 + Penalty 2478.159823 = -164360.405635
  nChanged 3
		SP:Iteration 37Q (200454.100000 sec): 3 clusters
  Score: Raw -166840.563448 + Penalty 2478.159823 = -164362.403624
  nChanged 2
		SP:Iteration 38Q (200454.280000 sec): 3 clusters
  Score: Raw -166842.238812 + Penalty 2478.159823 = -164364.078989
  nChanged 4
		SP:Iteration 39Q (200454.430000 sec): 3 clusters
  Score: Raw -166844.295728 + Penalty 2478.159823 = -164366.135905
  nChanged 2
		SP:Iteration 40F (200454.620000 sec): 3 clusters
  Score: Raw -166845.474254 + Penalty 2478.159823 = -164367.314430
  nChanged 1
		SP:Iteration 41Q (200454.820000 sec): 3 clusters
  Score: Raw -166845.831615 + Penalty 2478.159823 = -164367.671791
  nChanged 0
		SP:Iteration 42F (200454.960000 sec): 3 clusters
  Score: Raw -166845.831615 + Penalty 2478.159823 = -164367.671791
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 71 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200455.040000 sec): 2 clusters
  Score: Raw -36282.560112 + Penalty 977.625538 = -35304.934573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200455.220000 sec): 3 clusters
  Score: Raw -36272.105394 + Penalty 1955.251077 = -34316.854318
  nChanged 68
		SP:Iteration 1F (200455.430000 sec): 3 clusters
  Score: Raw -36382.561122 + Penalty 1955.251077 = -34427.310045
  nChanged 16
		SP:Iteration 2Q (200455.550000 sec): 3 clusters
  Score: Raw -36409.675128 + Penalty 1955.251077 = -34454.424052
  nChanged 5
		SP:Iteration 3Q (200455.760000 sec): 3 clusters
  Score: Raw -36414.519497 + Penalty 1955.251077 = -34459.268420
  nChanged 1
		SP:Iteration 4Q (200455.920000 sec): 3 clusters
  Score: Raw -36417.537074 + Penalty 1955.251077 = -34462.285997
  nChanged 2
		SP:Iteration 5Q (200456.080000 sec): 3 clusters
  Score: Raw -36421.206515 + Penalty 1955.251077 = -34465.955438
  nChanged 2
		SP:Iteration 6Q (200456.250000 sec): 3 clusters
  Score: Raw -36423.906736 + Penalty 1955.251077 = -34468.655659
  nChanged 1
		SP:Iteration 7Q (200456.440000 sec): 3 clusters
  Score: Raw -36424.903559 + Penalty 1955.251077 = -34469.652482
  nChanged 0
		SP:Iteration 8F (200456.640000 sec): 3 clusters
  Score: Raw -36424.903559 + Penalty 1955.251077 = -34469.652482
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 72 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200456.680000 sec): 2 clusters
  Score: Raw -22670.541171 + Penalty 899.175792 = -21771.365379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200456.880000 sec): 3 clusters
  Score: Raw -22732.513759 + Penalty 1798.351584 = -20934.162176
  nChanged 24
		SP:Iteration 1F (200457.030000 sec): 3 clusters
  Score: Raw -22778.047202 + Penalty 1798.351584 = -20979.695618
  nChanged 3
		SP:Iteration 2Q (200457.180000 sec): 3 clusters
  Score: Raw -22785.210749 + Penalty 1798.351584 = -20986.859165
  nChanged 3
		SP:Iteration 3Q (200457.380000 sec): 3 clusters
  Score: Raw -22791.587739 + Penalty 1798.351584 = -20993.236155
  nChanged 3
		SP:Iteration 4Q (200457.530000 sec): 3 clusters
  Score: Raw -22796.214929 + Penalty 1798.351584 = -20997.863345
  nChanged 0
		SP:Iteration 5F (200457.710000 sec): 3 clusters
  Score: Raw -22796.214929 + Penalty 1798.351584 = -20997.863345
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 73 (8588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200457.830000 sec): 2 clusters
  Score: Raw -690071.598411 + Penalty 1471.944688 = -688599.653723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200458.010000 sec): 3 clusters
  Score: Raw -685305.438658 + Penalty 2943.889377 = -682361.549281
  nChanged 3649
		SP:Iteration 1F (200458.170000 sec): 3 clusters
  Score: Raw -687357.859482 + Penalty 2943.889377 = -684413.970105
  nChanged 598
		SP:Iteration 2F (200458.360000 sec): 3 clusters
  Score: Raw -687720.789265 + Penalty 2943.889377 = -684776.899888
  nChanged 579
		SP:Iteration 3F (200458.550000 sec): 3 clusters
  Score: Raw -688044.368965 + Penalty 2943.889377 = -685100.479588
  nChanged 495
		SP:Iteration 4F (200458.780000 sec): 3 clusters
  Score: Raw -688317.558652 + Penalty 2943.889377 = -685373.669275
  nChanged 431
		SP:Iteration 5F (200459.000000 sec): 3 clusters
  Score: Raw -688565.904481 + Penalty 2943.889377 = -685622.015104
  nChanged 395
		SP:Iteration 6Q (200459.210000 sec): 3 clusters
  Score: Raw -688759.898303 + Penalty 2943.889377 = -685816.008927
  nChanged 331
		SP:Iteration 7Q (200459.480000 sec): 3 clusters
  Score: Raw -688895.707743 + Penalty 2943.889377 = -685951.818367
  nChanged 239
		SP:Iteration 8Q (200459.700000 sec): 3 clusters
  Score: Raw -688996.798929 + Penalty 2943.889377 = -686052.909552
  nChanged 233
		SP:Iteration 9Q (200459.970000 sec): 3 clusters
  Score: Raw -689100.789644 + Penalty 2943.889377 = -686156.900268
  nChanged 210
		SP:Iteration 10Q (200460.180000 sec): 3 clusters
  Score: Raw -689186.735620 + Penalty 2943.889377 = -686242.846243
  nChanged 178
		SP:Iteration 11Q (200460.460000 sec): 3 clusters
  Score: Raw -689262.751624 + Penalty 2943.889377 = -686318.862248
  nChanged 174
		SP:Iteration 12Q (200460.670000 sec): 3 clusters
  Score: Raw -689323.118524 + Penalty 2943.889377 = -686379.229148
  nChanged 144
		SP:Iteration 13Q (200460.960000 sec): 3 clusters
  Score: Raw -689377.098330 + Penalty 2943.889377 = -686433.208953
  nChanged 127
		SP:Iteration 14Q (200461.240000 sec): 3 clusters
  Score: Raw -689423.270276 + Penalty 2943.889377 = -686479.380899
  nChanged 123
		SP:Iteration 15Q (200461.430000 sec): 3 clusters
  Score: Raw -689460.109345 + Penalty 2943.889377 = -686516.219968
  nChanged 98
		SP:Iteration 16Q (200461.640000 sec): 3 clusters
  Score: Raw -689489.218348 + Penalty 2943.889377 = -686545.328971
  nChanged 84
		SP:Iteration 17Q (200461.900000 sec): 3 clusters
  Score: Raw -689514.229713 + Penalty 2943.889377 = -686570.340336
  nChanged 75
		SP:Iteration 18Q (200462.120000 sec): 3 clusters
  Score: Raw -689538.017257 + Penalty 2943.889377 = -686594.127880
  nChanged 77
		SP:Iteration 19Q (200462.400000 sec): 3 clusters
  Score: Raw -689559.184704 + Penalty 2943.889377 = -686615.295328
  nChanged 62
		SP:Iteration 20F (200462.600000 sec): 3 clusters
  Score: Raw -689578.369464 + Penalty 2943.889377 = -686634.480087
  nChanged 76
		SP:Iteration 21Q (200462.830000 sec): 3 clusters
  Score: Raw -689601.966525 + Penalty 2943.889377 = -686658.077148
  nChanged 80
		SP:Iteration 22Q (200463.060000 sec): 3 clusters
  Score: Raw -689627.572195 + Penalty 2943.889377 = -686683.682818
  nChanged 81
		SP:Iteration 23Q (200463.260000 sec): 3 clusters
  Score: Raw -689657.582692 + Penalty 2943.889377 = -686713.693316
  nChanged 95
		SP:Iteration 24Q (200463.460000 sec): 3 clusters
  Score: Raw -689688.882360 + Penalty 2943.889377 = -686744.992983
  nChanged 91
		SP:Iteration 25Q (200463.660000 sec): 3 clusters
  Score: Raw -689718.875445 + Penalty 2943.889377 = -686774.986068
  nChanged 84
		SP:Iteration 26Q (200463.920000 sec): 3 clusters
  Score: Raw -689745.659654 + Penalty 2943.889377 = -686801.770277
  nChanged 84
		SP:Iteration 27Q (200464.140000 sec): 3 clusters
  Score: Raw -689778.707398 + Penalty 2943.889377 = -686834.818021
  nChanged 84
		SP:Iteration 28Q (200464.360000 sec): 3 clusters
  Score: Raw -689814.915560 + Penalty 2943.889377 = -686871.026184
  nChanged 98
		SP:Iteration 29Q (200464.590000 sec): 3 clusters
  Score: Raw -689857.237240 + Penalty 2943.889377 = -686913.347864
  nChanged 89
		SP:Iteration 30Q (200464.800000 sec): 3 clusters
  Score: Raw -689891.125339 + Penalty 2943.889377 = -686947.235962
  nChanged 83
		SP:Iteration 31Q (200464.980000 sec): 3 clusters
  Score: Raw -689923.211498 + Penalty 2943.889377 = -686979.322122
  nChanged 100
		SP:Iteration 32Q (200465.210000 sec): 3 clusters
  Score: Raw -689958.024562 + Penalty 2943.889377 = -687014.135186
  nChanged 82
		SP:Iteration 33Q (200465.450000 sec): 3 clusters
  Score: Raw -689990.026228 + Penalty 2943.889377 = -687046.136852
  nChanged 92
		SP:Iteration 34Q (200465.650000 sec): 3 clusters
  Score: Raw -690030.508341 + Penalty 2943.889377 = -687086.618965
  nChanged 93
		SP:Iteration 35Q (200465.890000 sec): 3 clusters
  Score: Raw -690069.072725 + Penalty 2943.889377 = -687125.183348
  nChanged 94
		SP:Iteration 36Q (200466.130000 sec): 3 clusters
  Score: Raw -690108.847589 + Penalty 2943.889377 = -687164.958213
  nChanged 74
		SP:Iteration 37Q (200466.430000 sec): 3 clusters
  Score: Raw -690141.457077 + Penalty 2943.889377 = -687197.567700
  nChanged 78
		SP:Iteration 38Q (200466.630000 sec): 3 clusters
  Score: Raw -690180.267635 + Penalty 2943.889377 = -687236.378259
  nChanged 74
		SP:Iteration 39Q (200466.890000 sec): 3 clusters
  Score: Raw -690214.584700 + Penalty 2943.889377 = -687270.695323
  nChanged 62
		SP:Iteration 40F (200467.140000 sec): 3 clusters
  Score: Raw -690241.095830 + Penalty 2943.889377 = -687297.206453
  nChanged 56
		SP:Iteration 41Q (200467.330000 sec): 3 clusters
  Score: Raw -690260.578885 + Penalty 2943.889377 = -687316.689509
  nChanged 61
		SP:Iteration 42Q (200467.510000 sec): 3 clusters
  Score: Raw -690285.526968 + Penalty 2943.889377 = -687341.637591
  nChanged 77
		SP:Iteration 43Q (200467.780000 sec): 3 clusters
  Score: Raw -690320.530418 + Penalty 2943.889377 = -687376.641042
  nChanged 64
		SP:Iteration 44Q (200468.010000 sec): 3 clusters
  Score: Raw -690352.973678 + Penalty 2943.889377 = -687409.084301
  nChanged 67
		SP:Iteration 45Q (200468.210000 sec): 3 clusters
  Score: Raw -690383.775780 + Penalty 2943.889377 = -687439.886403
  nChanged 51
		SP:Iteration 46Q (200468.430000 sec): 3 clusters
  Score: Raw -690403.793579 + Penalty 2943.889377 = -687459.904202
  nChanged 50
		SP:Iteration 47Q (200468.680000 sec): 3 clusters
  Score: Raw -690424.364087 + Penalty 2943.889377 = -687480.474710
  nChanged 38
		SP:Iteration 48Q (200468.890000 sec): 3 clusters
  Score: Raw -690436.981707 + Penalty 2943.889377 = -687493.092330
  nChanged 27
		SP:Iteration 49Q (200469.130000 sec): 3 clusters
  Score: Raw -690445.990975 + Penalty 2943.889377 = -687502.101599
  nChanged 29
		SP:Iteration 50Q (200469.370000 sec): 3 clusters
  Score: Raw -690455.717788 + Penalty 2943.889377 = -687511.828412
  nChanged 24
		SP:Iteration 51Q (200469.630000 sec): 3 clusters
  Score: Raw -690462.364524 + Penalty 2943.889377 = -687518.475147
  nChanged 24
		SP:Iteration 52Q (200469.830000 sec): 3 clusters
  Score: Raw -690469.992418 + Penalty 2943.889377 = -687526.103041
  nChanged 15
		SP:Iteration 53Q (200470.050000 sec): 3 clusters
  Score: Raw -690473.541818 + Penalty 2943.889377 = -687529.652442
  nChanged 17
		SP:Iteration 54Q (200470.210000 sec): 3 clusters
  Score: Raw -690476.964241 + Penalty 2943.889377 = -687533.074865
  nChanged 13
		SP:Iteration 55Q (200470.480000 sec): 3 clusters
  Score: Raw -690480.504241 + Penalty 2943.889377 = -687536.614864
  nChanged 12
		SP:Iteration 56Q (200470.660000 sec): 3 clusters
  Score: Raw -690483.830826 + Penalty 2943.889377 = -687539.941449
  nChanged 14
		SP:Iteration 57Q (200470.850000 sec): 3 clusters
  Score: Raw -690487.246471 + Penalty 2943.889377 = -687543.357094
  nChanged 16
		SP:Iteration 58Q (200471.100000 sec): 3 clusters
  Score: Raw -690490.302829 + Penalty 2943.889377 = -687546.413452
  nChanged 12
		SP:Iteration 59Q (200471.320000 sec): 3 clusters
  Score: Raw -690493.143640 + Penalty 2943.889377 = -687549.254264
  nChanged 8
		SP:Iteration 60F (200471.560000 sec): 3 clusters
  Score: Raw -690495.314767 + Penalty 2943.889377 = -687551.425391
  nChanged 9
		SP:Iteration 61Q (200471.740000 sec): 3 clusters
  Score: Raw -690497.057543 + Penalty 2943.889377 = -687553.168167
  nChanged 5
		SP:Iteration 62Q (200471.930000 sec): 3 clusters
  Score: Raw -690498.560605 + Penalty 2943.889377 = -687554.671228
  nChanged 6
		SP:Iteration 63Q (200472.170000 sec): 3 clusters
  Score: Raw -690499.626412 + Penalty 2943.889377 = -687555.737035
  nChanged 6
		SP:Iteration 64Q (200472.370000 sec): 3 clusters
  Score: Raw -690500.550192 + Penalty 2943.889377 = -687556.660815
  nChanged 2
		SP:Iteration 65Q (200472.570000 sec): 3 clusters
  Score: Raw -690500.846265 + Penalty 2943.889377 = -687556.956888
  nChanged 0
		SP:Iteration 66F (200472.860000 sec): 3 clusters
  Score: Raw -690500.846265 + Penalty 2943.889377 = -687556.956888
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 74 (447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200472.950000 sec): 2 clusters
  Score: Raw -36694.764043 + Penalty 991.665772 = -35703.098271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200473.170000 sec): 3 clusters
  Score: Raw -36644.234912 + Penalty 1983.331543 = -34660.903369
  nChanged 89
		SP:Iteration 1F (200473.340000 sec): 3 clusters
  Score: Raw -36770.140008 + Penalty 1983.331543 = -34786.808465
  nChanged 24
		SP:Iteration 2F (200473.520000 sec): 3 clusters
  Score: Raw -36812.179231 + Penalty 1983.331543 = -34828.847687
  nChanged 11
		SP:Iteration 3Q (200473.750000 sec): 3 clusters
  Score: Raw -36833.097317 + Penalty 1983.331543 = -34849.765774
  nChanged 7
		SP:Iteration 4Q (200473.940000 sec): 3 clusters
  Score: Raw -36844.001192 + Penalty 1983.331543 = -34860.669649
  nChanged 5
		SP:Iteration 5Q (200474.120000 sec): 3 clusters
  Score: Raw -36852.275930 + Penalty 1983.331543 = -34868.944387
  nChanged 4
		SP:Iteration 6Q (200474.330000 sec): 3 clusters
  Score: Raw -36859.694113 + Penalty 1983.331543 = -34876.362570
  nChanged 2
		SP:Iteration 7Q (200474.550000 sec): 3 clusters
  Score: Raw -36862.303745 + Penalty 1983.331543 = -34878.972202
  nChanged 1
		SP:Iteration 8Q (200474.730000 sec): 3 clusters
  Score: Raw -36863.831697 + Penalty 1983.331543 = -34880.500153
  nChanged 0
		SP:Iteration 9F (200474.950000 sec): 3 clusters
  Score: Raw -36863.831697 + Penalty 1983.331543 = -34880.500153
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 75 (7202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200475.070000 sec): 2 clusters
  Score: Raw -631861.996030 + Penalty 1443.343532 = -630418.652497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200475.300000 sec): 3 clusters
  Score: Raw -627958.996712 + Penalty 2886.687064 = -625072.309648
  nChanged 3007
		SP:Iteration 1F (200475.550000 sec): 3 clusters
  Score: Raw -629485.616364 + Penalty 2886.687064 = -626598.929300
  nChanged 454
		SP:Iteration 2F (200475.820000 sec): 3 clusters
  Score: Raw -629691.859748 + Penalty 2886.687064 = -626805.172684
  nChanged 352
		SP:Iteration 3Q (200476.030000 sec): 3 clusters
  Score: Raw -629866.569228 + Penalty 2886.687064 = -626979.882163
  nChanged 336
		SP:Iteration 4Q (200476.260000 sec): 3 clusters
  Score: Raw -630035.416714 + Penalty 2886.687064 = -627148.729650
  nChanged 328
		SP:Iteration 5Q (200476.450000 sec): 3 clusters
  Score: Raw -630216.390472 + Penalty 2886.687064 = -627329.703407
  nChanged 341
		SP:Iteration 6Q (200476.690000 sec): 3 clusters
  Score: Raw -630418.759063 + Penalty 2886.687064 = -627532.071998
  nChanged 352
		SP:Iteration 7Q (200476.890000 sec): 3 clusters
  Score: Raw -630651.603443 + Penalty 2886.687064 = -627764.916378
  nChanged 347
		SP:Iteration 8Q (200477.130000 sec): 3 clusters
  Score: Raw -630889.425683 + Penalty 2886.687064 = -628002.738619
  nChanged 331
		SP:Iteration 9Q (200477.340000 sec): 3 clusters
  Score: Raw -631135.453314 + Penalty 2886.687064 = -628248.766249
  nChanged 302
		SP:Iteration 10Q (200477.560000 sec): 3 clusters
  Score: Raw -631367.024312 + Penalty 2886.687064 = -628480.337247
  nChanged 232
		SP:Iteration 11Q (200477.760000 sec): 3 clusters
  Score: Raw -631543.248829 + Penalty 2886.687064 = -628656.561764
  nChanged 168
		SP:Iteration 12Q (200478.000000 sec): 3 clusters
  Score: Raw -631667.287944 + Penalty 2886.687064 = -628780.600880
  nChanged 119
		SP:Iteration 13Q (200478.220000 sec): 3 clusters
  Score: Raw -631768.131796 + Penalty 2886.687064 = -628881.444732
  nChanged 82
		SP:Iteration 14Q (200478.510000 sec): 3 clusters
  Score: Raw -631840.762032 + Penalty 2886.687064 = -628954.074968
  nChanged 57
		SP:Iteration 15Q (200478.720000 sec): 3 clusters
  Score: Raw -631892.440470 + Penalty 2886.687064 = -629005.753405
  nChanged 41
		SP:Iteration 16Q (200478.980000 sec): 3 clusters
  Score: Raw -631938.504138 + Penalty 2886.687064 = -629051.817074
  nChanged 31
		SP:Iteration 17Q (200479.190000 sec): 3 clusters
  Score: Raw -631979.836255 + Penalty 2886.687064 = -629093.149191
  nChanged 17
		SP:Iteration 18Q (200479.460000 sec): 3 clusters
  Score: Raw -631993.876735 + Penalty 2886.687064 = -629107.189671
  nChanged 9
		SP:Iteration 19Q (200479.670000 sec): 3 clusters
  Score: Raw -632000.153666 + Penalty 2886.687064 = -629113.466602
  nChanged 4
		SP:Iteration 20F (200479.910000 sec): 3 clusters
  Score: Raw -632004.484384 + Penalty 2886.687064 = -629117.797320
  nChanged 3
		SP:Iteration 21Q (200480.100000 sec): 3 clusters
  Score: Raw -632010.035011 + Penalty 2886.687064 = -629123.347947
  nChanged 5
		SP:Iteration 22Q (200480.370000 sec): 3 clusters
  Score: Raw -632017.002099 + Penalty 2886.687064 = -629130.315034
  nChanged 5
		SP:Iteration 23Q (200480.590000 sec): 3 clusters
  Score: Raw -632021.599434 + Penalty 2886.687064 = -629134.912369
  nChanged 7
		SP:Iteration 24Q (200480.810000 sec): 3 clusters
  Score: Raw -632029.553604 + Penalty 2886.687064 = -629142.866539
  nChanged 2
		SP:Iteration 25Q (200481.060000 sec): 3 clusters
  Score: Raw -632031.567337 + Penalty 2886.687064 = -629144.880273
  nChanged 5
		SP:Iteration 26Q (200481.290000 sec): 3 clusters
  Score: Raw -632036.403057 + Penalty 2886.687064 = -629149.715992
  nChanged 6
		SP:Iteration 27Q (200481.540000 sec): 3 clusters
  Score: Raw -632043.441606 + Penalty 2886.687064 = -629156.754541
  nChanged 2
		SP:Iteration 28Q (200481.780000 sec): 3 clusters
  Score: Raw -632046.159276 + Penalty 2886.687064 = -629159.472212
  nChanged 1
		SP:Iteration 29Q (200482.000000 sec): 3 clusters
  Score: Raw -632047.295363 + Penalty 2886.687064 = -629160.608298
  nChanged 0
		SP:Iteration 30F (200482.280000 sec): 3 clusters
  Score: Raw -632047.295363 + Penalty 2886.687064 = -629160.608298
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 76 (524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200482.360000 sec): 2 clusters
  Score: Raw -43314.941122 + Penalty 1017.492399 = -42297.448723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200482.610000 sec): 3 clusters
  Score: Raw -43237.801748 + Penalty 2034.984797 = -41202.816951
  nChanged 132
		SP:Iteration 1F (200482.830000 sec): 3 clusters
  Score: Raw -43423.002063 + Penalty 2034.984797 = -41388.017266
  nChanged 30
		SP:Iteration 2F (200483.020000 sec): 3 clusters
  Score: Raw -43485.231600 + Penalty 2034.984797 = -41450.246802
  nChanged 10
		SP:Iteration 3Q (200483.210000 sec): 3 clusters
  Score: Raw -43503.448835 + Penalty 2034.984797 = -41468.464037
  nChanged 4
		SP:Iteration 4Q (200483.370000 sec): 3 clusters
  Score: Raw -43508.556380 + Penalty 2034.984797 = -41473.571583
  nChanged 2
		SP:Iteration 5Q (200483.540000 sec): 3 clusters
  Score: Raw -43510.686251 + Penalty 2034.984797 = -41475.701454
  nChanged 3
		SP:Iteration 6Q (200483.740000 sec): 3 clusters
  Score: Raw -43516.814959 + Penalty 2034.984797 = -41481.830161
  nChanged 2
		SP:Iteration 7Q (200483.960000 sec): 3 clusters
  Score: Raw -43518.937189 + Penalty 2034.984797 = -41483.952392
  nChanged 0
		SP:Iteration 8F (200484.130000 sec): 3 clusters
  Score: Raw -43518.937189 + Penalty 2034.984797 = -41483.952392
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 77 (4832 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200484.270000 sec): 2 clusters
  Score: Raw -383942.088296 + Penalty 1378.490058 = -382563.598238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200484.440000 sec): 3 clusters
  Score: Raw -381440.815919 + Penalty 2756.980115 = -378683.835804
  nChanged 1980
		SP:Iteration 1F (200484.650000 sec): 3 clusters
  Score: Raw -382511.257797 + Penalty 2756.980115 = -379754.277682
  nChanged 363
		SP:Iteration 2F (200484.850000 sec): 3 clusters
  Score: Raw -382723.287688 + Penalty 2756.980115 = -379966.307572
  nChanged 291
		SP:Iteration 3F (200485.050000 sec): 3 clusters
  Score: Raw -382899.217382 + Penalty 2756.980115 = -380142.237266
  nChanged 241
		SP:Iteration 4Q (200485.260000 sec): 3 clusters
  Score: Raw -383041.804940 + Penalty 2756.980115 = -380284.824825
  nChanged 203
		SP:Iteration 5Q (200485.450000 sec): 3 clusters
  Score: Raw -383189.035800 + Penalty 2756.980115 = -380432.055684
  nChanged 212
		SP:Iteration 6Q (200485.620000 sec): 3 clusters
  Score: Raw -383336.308527 + Penalty 2756.980115 = -380579.328411
  nChanged 215
		SP:Iteration 7Q (200485.770000 sec): 3 clusters
  Score: Raw -383471.408296 + Penalty 2756.980115 = -380714.428180
  nChanged 175
		SP:Iteration 8Q (200485.990000 sec): 3 clusters
  Score: Raw -383576.647235 + Penalty 2756.980115 = -380819.667120
  nChanged 175
		SP:Iteration 9Q (200486.200000 sec): 3 clusters
  Score: Raw -383684.787388 + Penalty 2756.980115 = -380927.807272
  nChanged 146
		SP:Iteration 10Q (200486.390000 sec): 3 clusters
  Score: Raw -383779.714560 + Penalty 2756.980115 = -381022.734444
  nChanged 152
		SP:Iteration 11Q (200486.610000 sec): 3 clusters
  Score: Raw -383877.358728 + Penalty 2756.980115 = -381120.378612
  nChanged 141
		SP:Iteration 12Q (200486.840000 sec): 3 clusters
  Score: Raw -383958.615285 + Penalty 2756.980115 = -381201.635170
  nChanged 120
		SP:Iteration 13Q (200487.100000 sec): 3 clusters
  Score: Raw -384021.176824 + Penalty 2756.980115 = -381264.196709
  nChanged 97
		SP:Iteration 14Q (200487.320000 sec): 3 clusters
  Score: Raw -384079.838027 + Penalty 2756.980115 = -381322.857911
  nChanged 98
		SP:Iteration 15Q (200487.530000 sec): 3 clusters
  Score: Raw -384136.348359 + Penalty 2756.980115 = -381379.368244
  nChanged 106
		SP:Iteration 16Q (200487.760000 sec): 3 clusters
  Score: Raw -384192.071698 + Penalty 2756.980115 = -381435.091582
  nChanged 101
		SP:Iteration 17Q (200487.940000 sec): 3 clusters
  Score: Raw -384238.299109 + Penalty 2756.980115 = -381481.318994
  nChanged 72
		SP:Iteration 18Q (200488.130000 sec): 3 clusters
  Score: Raw -384274.162074 + Penalty 2756.980115 = -381517.181959
  nChanged 57
		SP:Iteration 19Q (200488.410000 sec): 3 clusters
  Score: Raw -384298.034292 + Penalty 2756.980115 = -381541.054177
  nChanged 58
		SP:Iteration 20F (200488.670000 sec): 3 clusters
  Score: Raw -384326.602980 + Penalty 2756.980115 = -381569.622865
  nChanged 65
		SP:Iteration 21Q (200488.860000 sec): 3 clusters
  Score: Raw -384355.880670 + Penalty 2756.980115 = -381598.900555
  nChanged 50
		SP:Iteration 22Q (200489.030000 sec): 3 clusters
  Score: Raw -384373.402602 + Penalty 2756.980115 = -381616.422486
  nChanged 42
		SP:Iteration 23Q (200489.200000 sec): 3 clusters
  Score: Raw -384388.213701 + Penalty 2756.980115 = -381631.233586
  nChanged 37
		SP:Iteration 24Q (200489.490000 sec): 3 clusters
  Score: Raw -384402.228012 + Penalty 2756.980115 = -381645.247897
  nChanged 30
		SP:Iteration 25Q (200489.670000 sec): 3 clusters
  Score: Raw -384414.358381 + Penalty 2756.980115 = -381657.378266
  nChanged 30
		SP:Iteration 26Q (200489.890000 sec): 3 clusters
  Score: Raw -384423.988360 + Penalty 2756.980115 = -381667.008244
  nChanged 21
		SP:Iteration 27Q (200490.120000 sec): 3 clusters
  Score: Raw -384430.713969 + Penalty 2756.980115 = -381673.733854
  nChanged 19
		SP:Iteration 28Q (200490.390000 sec): 3 clusters
  Score: Raw -384437.151043 + Penalty 2756.980115 = -381680.170928
  nChanged 14
		SP:Iteration 29Q (200490.590000 sec): 3 clusters
  Score: Raw -384441.182962 + Penalty 2756.980115 = -381684.202846
  nChanged 14
		SP:Iteration 30Q (200490.790000 sec): 3 clusters
  Score: Raw -384445.500373 + Penalty 2756.980115 = -381688.520258
  nChanged 14
		SP:Iteration 31Q (200491.010000 sec): 3 clusters
  Score: Raw -384448.289924 + Penalty 2756.980115 = -381691.309809
  nChanged 7
		SP:Iteration 32Q (200491.220000 sec): 3 clusters
  Score: Raw -384450.977303 + Penalty 2756.980115 = -381693.997188
  nChanged 12
		SP:Iteration 33Q (200491.420000 sec): 3 clusters
  Score: Raw -384454.141595 + Penalty 2756.980115 = -381697.161480
  nChanged 8
		SP:Iteration 34Q (200491.650000 sec): 3 clusters
  Score: Raw -384455.803224 + Penalty 2756.980115 = -381698.823109
  nChanged 4
		SP:Iteration 35Q (200491.900000 sec): 3 clusters
  Score: Raw -384456.468417 + Penalty 2756.980115 = -381699.488302
  nChanged 4
		SP:Iteration 36Q (200492.130000 sec): 3 clusters
  Score: Raw -384457.069749 + Penalty 2756.980115 = -381700.089634
  nChanged 7
		SP:Iteration 37Q (200492.330000 sec): 3 clusters
  Score: Raw -384458.476994 + Penalty 2756.980115 = -381701.496879
  nChanged 8
		SP:Iteration 38Q (200492.530000 sec): 3 clusters
  Score: Raw -384460.803320 + Penalty 2756.980115 = -381703.823205
  nChanged 12
		SP:Iteration 39Q (200492.720000 sec): 3 clusters
  Score: Raw -384463.954598 + Penalty 2756.980115 = -381706.974483
  nChanged 17
		SP:Iteration 40F (200492.950000 sec): 3 clusters
  Score: Raw -384467.567857 + Penalty 2756.980115 = -381710.587741
  nChanged 10
		SP:Iteration 41Q (200493.150000 sec): 3 clusters
  Score: Raw -384470.107447 + Penalty 2756.980115 = -381713.127332
  nChanged 8
		SP:Iteration 42Q (200493.370000 sec): 3 clusters
  Score: Raw -384472.657785 + Penalty 2756.980115 = -381715.677670
  nChanged 6
		SP:Iteration 43Q (200493.550000 sec): 3 clusters
  Score: Raw -384474.564418 + Penalty 2756.980115 = -381717.584303
  nChanged 9
		SP:Iteration 44Q (200493.830000 sec): 3 clusters
  Score: Raw -384477.636865 + Penalty 2756.980115 = -381720.656750
  nChanged 7
		SP:Iteration 45Q (200494.060000 sec): 3 clusters
  Score: Raw -384479.800174 + Penalty 2756.980115 = -381722.820059
  nChanged 9
		SP:Iteration 46Q (200494.270000 sec): 3 clusters
  Score: Raw -384482.266303 + Penalty 2756.980115 = -381725.286188
  nChanged 10
		SP:Iteration 47Q (200494.470000 sec): 3 clusters
  Score: Raw -384484.305532 + Penalty 2756.980115 = -381727.325417
  nChanged 9
		SP:Iteration 48Q (200494.690000 sec): 3 clusters
  Score: Raw -384486.255839 + Penalty 2756.980115 = -381729.275723
  nChanged 7
		SP:Iteration 49Q (200494.900000 sec): 3 clusters
  Score: Raw -384487.714821 + Penalty 2756.980115 = -381730.734705
  nChanged 8
		SP:Iteration 50Q (200495.180000 sec): 3 clusters
  Score: Raw -384489.561356 + Penalty 2756.980115 = -381732.581241
  nChanged 8
		SP:Iteration 51Q (200495.390000 sec): 3 clusters
  Score: Raw -384491.554004 + Penalty 2756.980115 = -381734.573889
  nChanged 5
		SP:Iteration 52Q (200495.630000 sec): 3 clusters
  Score: Raw -384493.158510 + Penalty 2756.980115 = -381736.178395
  nChanged 3
		SP:Iteration 53Q (200495.790000 sec): 3 clusters
  Score: Raw -384493.742836 + Penalty 2756.980115 = -381736.762720
  nChanged 3
		SP:Iteration 54Q (200496.040000 sec): 3 clusters
  Score: Raw -384494.712195 + Penalty 2756.980115 = -381737.732079
  nChanged 4
		SP:Iteration 55Q (200496.250000 sec): 3 clusters
  Score: Raw -384495.873622 + Penalty 2756.980115 = -381738.893507
  nChanged 4
		SP:Iteration 56Q (200496.450000 sec): 3 clusters
  Score: Raw -384496.683948 + Penalty 2756.980115 = -381739.703833
  nChanged 3
		SP:Iteration 57Q (200496.640000 sec): 3 clusters
  Score: Raw -384497.676691 + Penalty 2756.980115 = -381740.696576
  nChanged 5
		SP:Iteration 58Q (200496.870000 sec): 3 clusters
  Score: Raw -384499.785716 + Penalty 2756.980115 = -381742.805600
  nChanged 5
		SP:Iteration 59Q (200497.110000 sec): 3 clusters
  Score: Raw -384502.010723 + Penalty 2756.980115 = -381745.030607
  nChanged 9
		SP:Iteration 60F (200497.320000 sec): 3 clusters
  Score: Raw -384503.824891 + Penalty 2756.980115 = -381746.844776
  nChanged 5
		SP:Iteration 61Q (200497.550000 sec): 3 clusters
  Score: Raw -384505.114671 + Penalty 2756.980115 = -381748.134555
  nChanged 5
		SP:Iteration 62Q (200497.820000 sec): 3 clusters
  Score: Raw -384506.266432 + Penalty 2756.980115 = -381749.286316
  nChanged 4
		SP:Iteration 63Q (200498.070000 sec): 3 clusters
  Score: Raw -384506.812608 + Penalty 2756.980115 = -381749.832493
  nChanged 2
		SP:Iteration 64Q (200498.290000 sec): 3 clusters
  Score: Raw -384507.357597 + Penalty 2756.980115 = -381750.377482
  nChanged 2
		SP:Iteration 65Q (200498.510000 sec): 3 clusters
  Score: Raw -384507.780509 + Penalty 2756.980115 = -381750.800394
  nChanged 0
		SP:Iteration 66F (200498.750000 sec): 3 clusters
  Score: Raw -384507.780509 + Penalty 2756.980115 = -381750.800394
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 78 (442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200498.890000 sec): 2 clusters
  Score: Raw -36880.723705 + Penalty 989.837856 = -35890.885849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200499.150000 sec): 3 clusters
  Score: Raw -36812.810520 + Penalty 1979.675712 = -34833.134808
  nChanged 86
		SP:Iteration 1F (200499.340000 sec): 3 clusters
  Score: Raw -36944.502285 + Penalty 1979.675712 = -34964.826574
  nChanged 25
		SP:Iteration 2F (200499.490000 sec): 3 clusters
  Score: Raw -36999.338045 + Penalty 1979.675712 = -35019.662333
  nChanged 11
		SP:Iteration 3Q (200499.700000 sec): 3 clusters
  Score: Raw -37023.276975 + Penalty 1979.675712 = -35043.601264
  nChanged 6
		SP:Iteration 4Q (200499.890000 sec): 3 clusters
  Score: Raw -37031.420639 + Penalty 1979.675712 = -35051.744928
  nChanged 2
		SP:Iteration 5Q (200500.120000 sec): 3 clusters
  Score: Raw -37034.591159 + Penalty 1979.675712 = -35054.915447
  nChanged 0
		SP:Iteration 6F (200500.320000 sec): 3 clusters
  Score: Raw -37034.591159 + Penalty 1979.675712 = -35054.915447
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 79 (3530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200500.400000 sec): 2 clusters
  Score: Raw -296338.772523 + Penalty 1327.471137 = -295011.301386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200500.620000 sec): 3 clusters
  Score: Raw -294583.471519 + Penalty 2654.942274 = -291928.529245
  nChanged 1418
		SP:Iteration 1F (200500.840000 sec): 3 clusters
  Score: Raw -295436.126174 + Penalty 2654.942274 = -292781.183900
  nChanged 282
		SP:Iteration 2F (200501.060000 sec): 3 clusters
  Score: Raw -295625.549652 + Penalty 2654.942274 = -292970.607378
  nChanged 235
		SP:Iteration 3F (200501.260000 sec): 3 clusters
  Score: Raw -295797.547561 + Penalty 2654.942274 = -293142.605288
  nChanged 174
		SP:Iteration 4Q (200501.450000 sec): 3 clusters
  Score: Raw -295913.743982 + Penalty 2654.942274 = -293258.801708
  nChanged 155
		SP:Iteration 5Q (200501.640000 sec): 3 clusters
  Score: Raw -296014.819005 + Penalty 2654.942274 = -293359.876731
  nChanged 157
		SP:Iteration 6Q (200501.850000 sec): 3 clusters
  Score: Raw -296123.513511 + Penalty 2654.942274 = -293468.571237
  nChanged 152
		SP:Iteration 7Q (200502.060000 sec): 3 clusters
  Score: Raw -296230.516208 + Penalty 2654.942274 = -293575.573935
  nChanged 119
		SP:Iteration 8Q (200502.260000 sec): 3 clusters
  Score: Raw -296308.451989 + Penalty 2654.942274 = -293653.509715
  nChanged 84
		SP:Iteration 9Q (200502.460000 sec): 3 clusters
  Score: Raw -296354.100676 + Penalty 2654.942274 = -293699.158402
  nChanged 63
		SP:Iteration 10Q (200502.670000 sec): 3 clusters
  Score: Raw -296400.403803 + Penalty 2654.942274 = -293745.461529
  nChanged 76
		SP:Iteration 11Q (200502.870000 sec): 3 clusters
  Score: Raw -296457.464077 + Penalty 2654.942274 = -293802.521803
  nChanged 68
		SP:Iteration 12Q (200503.080000 sec): 3 clusters
  Score: Raw -296535.119986 + Penalty 2654.942274 = -293880.177713
  nChanged 74
		SP:Iteration 13Q (200503.300000 sec): 3 clusters
  Score: Raw -296611.676582 + Penalty 2654.942274 = -293956.734308
  nChanged 70
		SP:Iteration 14Q (200503.520000 sec): 3 clusters
  Score: Raw -296659.884397 + Penalty 2654.942274 = -294004.942123
  nChanged 59
		SP:Iteration 15Q (200503.740000 sec): 3 clusters
  Score: Raw -296695.136341 + Penalty 2654.942274 = -294040.194068
  nChanged 39
		SP:Iteration 16Q (200503.960000 sec): 3 clusters
  Score: Raw -296717.134965 + Penalty 2654.942274 = -294062.192691
  nChanged 44
		SP:Iteration 17Q (200504.140000 sec): 3 clusters
  Score: Raw -296739.961706 + Penalty 2654.942274 = -294085.019432
  nChanged 31
		SP:Iteration 18Q (200504.280000 sec): 3 clusters
  Score: Raw -296756.113790 + Penalty 2654.942274 = -294101.171517
  nChanged 16
		SP:Iteration 19Q (200504.430000 sec): 3 clusters
  Score: Raw -296763.434574 + Penalty 2654.942274 = -294108.492301
  nChanged 15
		SP:Iteration 20F (200504.580000 sec): 3 clusters
  Score: Raw -296770.076621 + Penalty 2654.942274 = -294115.134347
  nChanged 18
		SP:Iteration 21Q (200504.720000 sec): 3 clusters
  Score: Raw -296779.107214 + Penalty 2654.942274 = -294124.164940
  nChanged 13
		SP:Iteration 22Q (200504.860000 sec): 3 clusters
  Score: Raw -296785.347410 + Penalty 2654.942274 = -294130.405136
  nChanged 9
		SP:Iteration 23Q (200505.000000 sec): 3 clusters
  Score: Raw -296788.733872 + Penalty 2654.942274 = -294133.791598
  nChanged 6
		SP:Iteration 24Q (200505.150000 sec): 3 clusters
  Score: Raw -296791.126441 + Penalty 2654.942274 = -294136.184167
  nChanged 4
		SP:Iteration 25Q (200505.290000 sec): 3 clusters
  Score: Raw -296793.198129 + Penalty 2654.942274 = -294138.255855
  nChanged 4
		SP:Iteration 26Q (200505.440000 sec): 3 clusters
  Score: Raw -296794.574828 + Penalty 2654.942274 = -294139.632554
  nChanged 3
		SP:Iteration 27Q (200505.560000 sec): 3 clusters
  Score: Raw -296795.531245 + Penalty 2654.942274 = -294140.588971
  nChanged 1
		SP:Iteration 28Q (200505.680000 sec): 3 clusters
  Score: Raw -296795.930283 + Penalty 2654.942274 = -294140.988009
  nChanged 4
		SP:Iteration 29Q (200505.820000 sec): 3 clusters
  Score: Raw -296796.914437 + Penalty 2654.942274 = -294141.972163
  nChanged 0
		SP:Iteration 30F (200505.930000 sec): 3 clusters
  Score: Raw -296796.914437 + Penalty 2654.942274 = -294141.972163
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 80 (5526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200506.040000 sec): 2 clusters
  Score: Raw -471519.889987 + Penalty 1400.298170 = -470119.591818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200506.200000 sec): 3 clusters
  Score: Raw -468607.715335 + Penalty 2800.596339 = -465807.118996
  nChanged 2220
		SP:Iteration 1F (200506.340000 sec): 3 clusters
  Score: Raw -469844.375199 + Penalty 2800.596339 = -467043.778860
  nChanged 412
		SP:Iteration 2F (200506.580000 sec): 3 clusters
  Score: Raw -470072.150213 + Penalty 2800.596339 = -467271.553873
  nChanged 298
		SP:Iteration 3F (200506.780000 sec): 3 clusters
  Score: Raw -470210.873591 + Penalty 2800.596339 = -467410.277252
  nChanged 227
		SP:Iteration 4Q (200506.980000 sec): 3 clusters
  Score: Raw -470306.339159 + Penalty 2800.596339 = -467505.742820
  nChanged 171
		SP:Iteration 5Q (200507.200000 sec): 3 clusters
  Score: Raw -470368.388208 + Penalty 2800.596339 = -467567.791868
  nChanged 136
		SP:Iteration 6Q (200507.410000 sec): 3 clusters
  Score: Raw -470431.173616 + Penalty 2800.596339 = -467630.577276
  nChanged 134
		SP:Iteration 7Q (200507.600000 sec): 3 clusters
  Score: Raw -470485.375422 + Penalty 2800.596339 = -467684.779083
  nChanged 123
		SP:Iteration 8Q (200507.820000 sec): 3 clusters
  Score: Raw -470533.348501 + Penalty 2800.596339 = -467732.752162
  nChanged 123
		SP:Iteration 9Q (200508.040000 sec): 3 clusters
  Score: Raw -470587.258951 + Penalty 2800.596339 = -467786.662612
  nChanged 121
		SP:Iteration 10Q (200508.240000 sec): 3 clusters
  Score: Raw -470635.735207 + Penalty 2800.596339 = -467835.138867
  nChanged 100
		SP:Iteration 11Q (200508.420000 sec): 3 clusters
  Score: Raw -470670.635744 + Penalty 2800.596339 = -467870.039405
  nChanged 90
		SP:Iteration 12Q (200508.600000 sec): 3 clusters
  Score: Raw -470703.504204 + Penalty 2800.596339 = -467902.907865
  nChanged 79
		SP:Iteration 13Q (200508.820000 sec): 3 clusters
  Score: Raw -470734.267670 + Penalty 2800.596339 = -467933.671331
  nChanged 90
		SP:Iteration 14Q (200509.020000 sec): 3 clusters
  Score: Raw -470781.625675 + Penalty 2800.596339 = -467981.029336
  nChanged 101
		SP:Iteration 15Q (200509.210000 sec): 3 clusters
  Score: Raw -470844.504918 + Penalty 2800.596339 = -468043.908579
  nChanged 118
		SP:Iteration 16Q (200509.440000 sec): 3 clusters
  Score: Raw -470914.875383 + Penalty 2800.596339 = -468114.279044
  nChanged 119
		SP:Iteration 17Q (200509.630000 sec): 3 clusters
  Score: Raw -470986.790140 + Penalty 2800.596339 = -468186.193801
  nChanged 121
		SP:Iteration 18Q (200509.890000 sec): 3 clusters
  Score: Raw -471059.297497 + Penalty 2800.596339 = -468258.701157
  nChanged 110
		SP:Iteration 19Q (200510.080000 sec): 3 clusters
  Score: Raw -471128.958138 + Penalty 2800.596339 = -468328.361799
  nChanged 107
		SP:Iteration 20F (200510.300000 sec): 3 clusters
  Score: Raw -471192.975535 + Penalty 2800.596339 = -468392.379195
  nChanged 102
		SP:Iteration 21Q (200510.460000 sec): 3 clusters
  Score: Raw -471242.050235 + Penalty 2800.596339 = -468441.453895
  nChanged 84
		SP:Iteration 22Q (200510.680000 sec): 3 clusters
  Score: Raw -471285.808437 + Penalty 2800.596339 = -468485.212098
  nChanged 84
		SP:Iteration 23Q (200510.880000 sec): 3 clusters
  Score: Raw -471329.164144 + Penalty 2800.596339 = -468528.567804
  nChanged 68
		SP:Iteration 24Q (200511.080000 sec): 3 clusters
  Score: Raw -471367.774469 + Penalty 2800.596339 = -468567.178130
  nChanged 57
		SP:Iteration 25Q (200511.300000 sec): 3 clusters
  Score: Raw -471394.056140 + Penalty 2800.596339 = -468593.459801
  nChanged 53
		SP:Iteration 26Q (200511.500000 sec): 3 clusters
  Score: Raw -471425.661087 + Penalty 2800.596339 = -468625.064748
  nChanged 51
		SP:Iteration 27Q (200511.760000 sec): 3 clusters
  Score: Raw -471451.527275 + Penalty 2800.596339 = -468650.930936
  nChanged 41
		SP:Iteration 28Q (200511.940000 sec): 3 clusters
  Score: Raw -471470.540635 + Penalty 2800.596339 = -468669.944296
  nChanged 44
		SP:Iteration 29Q (200512.200000 sec): 3 clusters
  Score: Raw -471495.944409 + Penalty 2800.596339 = -468695.348070
  nChanged 42
		SP:Iteration 30Q (200512.370000 sec): 3 clusters
  Score: Raw -471517.336953 + Penalty 2800.596339 = -468716.740614
  nChanged 36
		SP:Iteration 31Q (200512.590000 sec): 3 clusters
  Score: Raw -471532.656052 + Penalty 2800.596339 = -468732.059713
  nChanged 28
		SP:Iteration 32Q (200512.790000 sec): 3 clusters
  Score: Raw -471547.714173 + Penalty 2800.596339 = -468747.117834
  nChanged 21
		SP:Iteration 33Q (200512.980000 sec): 3 clusters
  Score: Raw -471558.281972 + Penalty 2800.596339 = -468757.685633
  nChanged 28
		SP:Iteration 34Q (200513.180000 sec): 3 clusters
  Score: Raw -471570.700898 + Penalty 2800.596339 = -468770.104558
  nChanged 22
		SP:Iteration 35Q (200513.390000 sec): 3 clusters
  Score: Raw -471582.887324 + Penalty 2800.596339 = -468782.290985
  nChanged 26
		SP:Iteration 36Q (200513.560000 sec): 3 clusters
  Score: Raw -471595.524505 + Penalty 2800.596339 = -468794.928165
  nChanged 16
		SP:Iteration 37Q (200513.750000 sec): 3 clusters
  Score: Raw -471601.752379 + Penalty 2800.596339 = -468801.156040
  nChanged 12
		SP:Iteration 38Q (200513.890000 sec): 3 clusters
  Score: Raw -471607.320344 + Penalty 2800.596339 = -468806.724004
  nChanged 10
		SP:Iteration 39Q (200514.090000 sec): 3 clusters
  Score: Raw -471611.029460 + Penalty 2800.596339 = -468810.433121
  nChanged 15
		SP:Iteration 40F (200514.260000 sec): 3 clusters
  Score: Raw -471617.272050 + Penalty 2800.596339 = -468816.675711
  nChanged 12
		SP:Iteration 41Q (200514.460000 sec): 3 clusters
  Score: Raw -471622.751404 + Penalty 2800.596339 = -468822.155065
  nChanged 12
		SP:Iteration 42Q (200514.680000 sec): 3 clusters
  Score: Raw -471628.652088 + Penalty 2800.596339 = -468828.055748
  nChanged 12
		SP:Iteration 43Q (200514.880000 sec): 3 clusters
  Score: Raw -471636.394958 + Penalty 2800.596339 = -468835.798619
  nChanged 14
		SP:Iteration 44Q (200515.080000 sec): 3 clusters
  Score: Raw -471644.066746 + Penalty 2800.596339 = -468843.470407
  nChanged 11
		SP:Iteration 45Q (200515.270000 sec): 3 clusters
  Score: Raw -471649.203062 + Penalty 2800.596339 = -468848.606723
  nChanged 10
		SP:Iteration 46Q (200515.450000 sec): 3 clusters
  Score: Raw -471655.066644 + Penalty 2800.596339 = -468854.470305
  nChanged 15
		SP:Iteration 47Q (200515.670000 sec): 3 clusters
  Score: Raw -471662.290374 + Penalty 2800.596339 = -468861.694034
  nChanged 14
		SP:Iteration 48Q (200515.860000 sec): 3 clusters
  Score: Raw -471668.950658 + Penalty 2800.596339 = -468868.354319
  nChanged 8
		SP:Iteration 49Q (200516.080000 sec): 3 clusters
  Score: Raw -471672.009258 + Penalty 2800.596339 = -468871.412919
  nChanged 8
		SP:Iteration 50Q (200516.300000 sec): 3 clusters
  Score: Raw -471676.219896 + Penalty 2800.596339 = -468875.623557
  nChanged 4
		SP:Iteration 51Q (200516.530000 sec): 3 clusters
  Score: Raw -471677.494280 + Penalty 2800.596339 = -468876.897941
  nChanged 2
		SP:Iteration 52Q (200516.750000 sec): 3 clusters
  Score: Raw -471678.420807 + Penalty 2800.596339 = -468877.824468
  nChanged 2
		SP:Iteration 53Q (200516.970000 sec): 3 clusters
  Score: Raw -471679.967588 + Penalty 2800.596339 = -468879.371249
  nChanged 2
		SP:Iteration 54Q (200517.180000 sec): 3 clusters
  Score: Raw -471681.431257 + Penalty 2800.596339 = -468880.834918
  nChanged 2
		SP:Iteration 55Q (200517.400000 sec): 3 clusters
  Score: Raw -471682.001067 + Penalty 2800.596339 = -468881.404728
  nChanged 1
		SP:Iteration 56Q (200517.640000 sec): 3 clusters
  Score: Raw -471682.283045 + Penalty 2800.596339 = -468881.686706
  nChanged 1
		SP:Iteration 57Q (200517.860000 sec): 3 clusters
  Score: Raw -471682.735730 + Penalty 2800.596339 = -468882.139391
  nChanged 1
		SP:Iteration 58Q (200518.090000 sec): 3 clusters
  Score: Raw -471683.358628 + Penalty 2800.596339 = -468882.762289
  nChanged 1
		SP:Iteration 59Q (200518.320000 sec): 3 clusters
  Score: Raw -471683.818433 + Penalty 2800.596339 = -468883.222094
  nChanged 2
		SP:Iteration 60F (200518.550000 sec): 3 clusters
  Score: Raw -471684.428592 + Penalty 2800.596339 = -468883.832253
  nChanged 3
		SP:Iteration 61Q (200518.710000 sec): 3 clusters
  Score: Raw -471685.525259 + Penalty 2800.596339 = -468884.928919
  nChanged 1
		SP:Iteration 62Q (200518.920000 sec): 3 clusters
  Score: Raw -471685.970035 + Penalty 2800.596339 = -468885.373696
  nChanged 0
		SP:Iteration 63F (200519.180000 sec): 3 clusters
  Score: Raw -471685.970035 + Penalty 2800.596339 = -468885.373696
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 81 (1570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200519.310000 sec): 2 clusters
  Score: Raw -130233.560366 + Penalty 1195.810021 = -129037.750345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200519.470000 sec): 3 clusters
  Score: Raw -129598.211712 + Penalty 2391.620042 = -127206.591670
  nChanged 535
		SP:Iteration 1F (200519.650000 sec): 3 clusters
  Score: Raw -129967.909668 + Penalty 2391.620042 = -127576.289626
  nChanged 139
		SP:Iteration 2F (200519.830000 sec): 3 clusters
  Score: Raw -130103.088655 + Penalty 2391.620042 = -127711.468613
  nChanged 84
		SP:Iteration 3F (200520.070000 sec): 3 clusters
  Score: Raw -130177.098345 + Penalty 2391.620042 = -127785.478303
  nChanged 58
		SP:Iteration 4Q (200520.250000 sec): 3 clusters
  Score: Raw -130229.995667 + Penalty 2391.620042 = -127838.375625
  nChanged 54
		SP:Iteration 5Q (200520.420000 sec): 3 clusters
  Score: Raw -130292.445391 + Penalty 2391.620042 = -127900.825349
  nChanged 61
		SP:Iteration 6Q (200520.650000 sec): 3 clusters
  Score: Raw -130344.694089 + Penalty 2391.620042 = -127953.074047
  nChanged 46
		SP:Iteration 7Q (200520.830000 sec): 3 clusters
  Score: Raw -130375.392661 + Penalty 2391.620042 = -127983.772620
  nChanged 22
		SP:Iteration 8Q (200521.060000 sec): 3 clusters
  Score: Raw -130387.785788 + Penalty 2391.620042 = -127996.165746
  nChanged 15
		SP:Iteration 9Q (200521.270000 sec): 3 clusters
  Score: Raw -130396.451576 + Penalty 2391.620042 = -128004.831534
  nChanged 12
		SP:Iteration 10Q (200521.470000 sec): 3 clusters
  Score: Raw -130402.472315 + Penalty 2391.620042 = -128010.852273
  nChanged 13
		SP:Iteration 11Q (200521.650000 sec): 3 clusters
  Score: Raw -130412.234535 + Penalty 2391.620042 = -128020.614493
  nChanged 15
		SP:Iteration 12Q (200521.850000 sec): 3 clusters
  Score: Raw -130426.567642 + Penalty 2391.620042 = -128034.947600
  nChanged 20
		SP:Iteration 13Q (200522.030000 sec): 3 clusters
  Score: Raw -130442.839521 + Penalty 2391.620042 = -128051.219479
  nChanged 10
		SP:Iteration 14Q (200522.190000 sec): 3 clusters
  Score: Raw -130452.421070 + Penalty 2391.620042 = -128060.801028
  nChanged 9
		SP:Iteration 15Q (200522.450000 sec): 3 clusters
  Score: Raw -130458.008175 + Penalty 2391.620042 = -128066.388133
  nChanged 12
		SP:Iteration 16Q (200522.640000 sec): 3 clusters
  Score: Raw -130473.148929 + Penalty 2391.620042 = -128081.528887
  nChanged 10
		SP:Iteration 17Q (200522.810000 sec): 3 clusters
  Score: Raw -130481.703870 + Penalty 2391.620042 = -128090.083828
  nChanged 6
		SP:Iteration 18Q (200522.980000 sec): 3 clusters
  Score: Raw -130486.541999 + Penalty 2391.620042 = -128094.921957
  nChanged 11
		SP:Iteration 19Q (200523.170000 sec): 3 clusters
  Score: Raw -130492.973852 + Penalty 2391.620042 = -128101.353810
  nChanged 9
		SP:Iteration 20F (200523.350000 sec): 3 clusters
  Score: Raw -130499.160540 + Penalty 2391.620042 = -128107.540498
  nChanged 9
		SP:Iteration 21Q (200523.550000 sec): 3 clusters
  Score: Raw -130504.811654 + Penalty 2391.620042 = -128113.191612
  nChanged 9
		SP:Iteration 22Q (200523.740000 sec): 3 clusters
  Score: Raw -130510.476249 + Penalty 2391.620042 = -128118.856207
  nChanged 11
		SP:Iteration 23Q (200523.910000 sec): 3 clusters
  Score: Raw -130517.832530 + Penalty 2391.620042 = -128126.212488
  nChanged 4
		SP:Iteration 24Q (200524.060000 sec): 3 clusters
  Score: Raw -130519.474520 + Penalty 2391.620042 = -128127.854478
  nChanged 4
		SP:Iteration 25Q (200524.260000 sec): 3 clusters
  Score: Raw -130521.484044 + Penalty 2391.620042 = -128129.864002
  nChanged 2
		SP:Iteration 26Q (200524.430000 sec): 3 clusters
  Score: Raw -130522.943439 + Penalty 2391.620042 = -128131.323397
  nChanged 5
		SP:Iteration 27Q (200524.600000 sec): 3 clusters
  Score: Raw -130525.251504 + Penalty 2391.620042 = -128133.631462
  nChanged 3
		SP:Iteration 28Q (200524.780000 sec): 3 clusters
  Score: Raw -130528.319874 + Penalty 2391.620042 = -128136.699832
  nChanged 2
		SP:Iteration 29Q (200524.950000 sec): 3 clusters
  Score: Raw -130531.543892 + Penalty 2391.620042 = -128139.923850
  nChanged 5
		SP:Iteration 30Q (200525.130000 sec): 3 clusters
  Score: Raw -130535.786876 + Penalty 2391.620042 = -128144.166834
  nChanged 1
		SP:Iteration 31Q (200525.340000 sec): 3 clusters
  Score: Raw -130537.293600 + Penalty 2391.620042 = -128145.673558
  nChanged 4
		SP:Iteration 32Q (200525.530000 sec): 3 clusters
  Score: Raw -130540.486869 + Penalty 2391.620042 = -128148.866827
  nChanged 1
		SP:Iteration 33Q (200525.760000 sec): 3 clusters
  Score: Raw -130541.499751 + Penalty 2391.620042 = -128149.879709
  nChanged 2
		SP:Iteration 34Q (200525.930000 sec): 3 clusters
  Score: Raw -130543.195357 + Penalty 2391.620042 = -128151.575315
  nChanged 1
		SP:Iteration 35Q (200526.080000 sec): 3 clusters
  Score: Raw -130543.753287 + Penalty 2391.620042 = -128152.133245
  nChanged 0
		SP:Iteration 36F (200526.300000 sec): 3 clusters
  Score: Raw -130543.753287 + Penalty 2391.620042 = -128152.133245
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 82 (23406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (200526.470000 sec): 2 clusters
  Score: Raw -1914153.660518 + Penalty 1634.871498 = -1912518.789020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (200526.770000 sec): 3 clusters
  Score: Raw -1900077.415602 + Penalty 3269.742996 = -1896807.672607
  nChanged 10564
		SP:Iteration 1F (200527.050000 sec): 3 clusters
  Score: Raw -1905904.710638 + Penalty 3269.742996 = -1902634.967642
  nChanged 1275
		SP:Iteration 2F (200527.360000 sec): 3 clusters
  Score: Raw -1906464.283053 + Penalty 3269.742996 = -1903194.540058
  nChanged 1344
		SP:Iteration 3F (200527.610000 sec): 3 clusters
  Score: Raw -1907187.297014 + Penalty 3269.742996 = -1903917.554019
  nChanged 1479
		SP:Iteration 4F (200527.970000 sec): 3 clusters
  Score: Raw -1908103.780835 + Penalty 3269.742996 = -1904834.037839
  nChanged 1624
		SP:Iteration 5F (200528.220000 sec): 3 clusters
  Score: Raw -1909252.682107 + Penalty 3269.742996 = -1905982.939112
  nChanged 1673
		SP:Iteration 6F (200528.520000 sec): 3 clusters
  Score: Raw -1910467.598937 + Penalty 3269.742996 = -1907197.855941
  nChanged 1465
		SP:Iteration 7F (200528.760000 sec): 3 clusters
  Score: Raw -1911511.357878 + Penalty 3269.742996 = -1908241.614882
  nChanged 1220
		SP:Iteration 8F (200529.060000 sec): 3 clusters
  Score: Raw -1912325.165820 + Penalty 3269.742996 = -1909055.422824
  nChanged 907
		SP:Iteration 9Q (200529.420000 sec): 3 clusters
  Score: Raw -1912869.563591 + Penalty 3269.742996 = -1909599.820596
  nChanged 666
		SP:Iteration 10Q (200529.710000 sec): 3 clusters
  Score: Raw -1913213.768536 + Penalty 3269.742996 = -1909944.025540
  nChanged 501
		SP:Iteration 11Q (200530.010000 sec): 3 clusters
  Score: Raw -1913447.832159 + Penalty 3269.742996 = -1910178.089164
  nChanged 439
		SP:Iteration 12Q (200530.270000 sec): 3 clusters
  Score: Raw -1913618.030355 + Penalty 3269.742996 = -1910348.287359
  nChanged 335
		SP:Iteration 13Q (200530.590000 sec): 3 clusters
  Score: Raw -1913732.956241 + Penalty 3269.742996 = -1910463.213245
  nChanged 259
		SP:Iteration 14Q (200530.850000 sec): 3 clusters
  Score: Raw -1913818.378456 + Penalty 3269.742996 = -1910548.635461
  nChanged 228
		SP:Iteration 15Q (200531.150000 sec): 3 clusters
  Score: Raw -1913892.677087 + Penalty 3269.742996 = -1910622.934091
  nChanged 184
		SP:Iteration 16Q (200531.430000 sec): 3 clusters
  Score: Raw -1913958.722310 + Penalty 3269.742996 = -1910688.979314
  nChanged 185
		SP:Iteration 17Q (200531.730000 sec): 3 clusters
  Score: Raw -1914026.469713 + Penalty 3269.742996 = -1910756.726717
  nChanged 176
		SP:Iteration 18Q (200532.070000 sec): 3 clusters
  Score: Raw -1914088.070253 + Penalty 3269.742996 = -1910818.327257
  nChanged 171
		SP:Iteration 19Q (200532.310000 sec): 3 clusters
  Score: Raw -1914137.924398 + Penalty 3269.742996 = -1910868.181403
  nChanged 141
		SP:Iteration 20F (200532.610000 sec): 3 clusters
  Score: Raw -1914175.844057 + Penalty 3269.742996 = -1910906.101061
  nChanged 121
		SP:Iteration 21Q (200532.900000 sec): 3 clusters
  Score: Raw -1914207.169802 + Penalty 3269.742996 = -1910937.426807
  nChanged 133
		SP:Iteration 22Q (200533.190000 sec): 3 clusters
  Score: Raw -1914249.130893 + Penalty 3269.742996 = -1910979.387897
  nChanged 130
		SP:Iteration 23Q (200533.500000 sec): 3 clusters
  Score: Raw -1914287.148235 + Penalty 3269.742996 = -1911017.405239
  nChanged 110
		SP:Iteration 24Q (200533.770000 sec): 3 clusters
  Score: Raw -1914322.420007 + Penalty 3269.742996 = -1911052.677011
  nChanged 105
		SP:Iteration 25Q (200534.070000 sec): 3 clusters
  Score: Raw -1914346.465471 + Penalty 3269.742996 = -1911076.722476
  nChanged 87
		SP:Iteration 26Q (200534.370000 sec): 3 clusters
  Score: Raw -1914364.722612 + Penalty 3269.742996 = -1911094.979616
  nChanged 87
		SP:Iteration 27Q (200534.680000 sec): 3 clusters
  Score: Raw -1914384.753418 + Penalty 3269.742996 = -1911115.010423
  nChanged 91
		SP:Iteration 28Q (200535.030000 sec): 3 clusters
  Score: Raw -1914404.066941 + Penalty 3269.742996 = -1911134.323945
  nChanged 81
		SP:Iteration 29Q (200535.310000 sec): 3 clusters
  Score: Raw -1914418.855614 + Penalty 3269.742996 = -1911149.112618
  nChanged 62
		SP:Iteration 30Q (200535.650000 sec): 3 clusters
  Score: Raw -1914429.982635 + Penalty 3269.742996 = -1911160.239640
  nChanged 65
		SP:Iteration 31Q (200535.930000 sec): 3 clusters
  Score: Raw -1914443.876070 + Penalty 3269.742996 = -1911174.133075
  nChanged 65
		SP:Iteration 32Q (200536.270000 sec): 3 clusters
  Score: Raw -1914454.801618 + Penalty 3269.742996 = -1911185.058623
  nChanged 62
		SP:Iteration 33Q (200536.590000 sec): 3 clusters
  Score: Raw -1914468.090472 + Penalty 3269.742996 = -1911198.347477
  nChanged 59
		SP:Iteration 34Q (200536.870000 sec): 3 clusters
  Score: Raw -1914479.968874 + Penalty 3269.742996 = -1911210.225878
  nChanged 73
		SP:Iteration 35Q (200537.150000 sec): 3 clusters
  Score: Raw -1914496.117256 + Penalty 3269.742996 = -1911226.374261
  nChanged 68
		SP:Iteration 36Q (200537.440000 sec): 3 clusters
  Score: Raw -1914510.185232 + Penalty 3269.742996 = -1911240.442236
  nChanged 49
		SP:Iteration 37Q (200537.750000 sec): 3 clusters
  Score: Raw -1914520.275240 + Penalty 3269.742996 = -1911250.532244
  nChanged 63
		SP:Iteration 38Q (200537.990000 sec): 3 clusters
  Score: Raw -1914534.106538 + Penalty 3269.742996 = -1911264.363543
  nChanged 68
		SP:Iteration 39Q (200538.270000 sec): 3 clusters
  Score: Raw -1914547.150091 + Penalty 3269.742996 = -1911277.407095
  nChanged 60
		SP:Iteration 40F (200538.530000 sec): 3 clusters
  Score: Raw -1914559.567556 + Penalty 3269.742996 = -1911289.824561
  nChanged 49
		SP:Iteration 41Q (200538.810000 sec): 3 clusters
  Score: Raw -1914567.428584 + Penalty 3269.742996 = -1911297.685588
  nChanged 53
		SP:Iteration 42Q (200539.070000 sec): 3 clusters
  Score: Raw -1914576.740546 + Penalty 3269.742996 = -1911306.997550
  nChanged 48
		SP:Iteration 43Q (200539.330000 sec): 3 clusters
  Score: Raw -1914583.757047 + Penalty 3269.742996 = -1911314.014051
  nChanged 48
		SP:Iteration 44Q (200539.600000 sec): 3 clusters
  Score: Raw -1914590.887059 + Penalty 3269.742996 = -1911321.144063
  nChanged 40
		SP:Iteration 45Q (200539.840000 sec): 3 clusters
  Score: Raw -1914596.436521 + Penalty 3269.742996 = -1911326.693525
  nChanged 30
		SP:Iteration 46Q (200540.130000 sec): 3 clusters
  Score: Raw -1914600.748284 + Penalty 3269.742996 = -1911331.005289
  nChanged 23
		SP:Iteration 47Q (200540.400000 sec): 3 clusters
  Score: Raw -1914602.996323 + Penalty 3269.742996 = -1911333.253327
  nChanged 26
		SP:Iteration 48Q (200540.690000 sec): 3 clusters
  Score: Raw -1914606.853954 + Penalty 3269.742996 = -1911337.110958
  nChanged 23
		SP:Iteration 49Q (200540.970000 sec): 3 clusters
  Score: Raw -1914611.209432 + Penalty 3269.742996 = -1911341.466437
  nChanged 26
		SP:Iteration 50Q (200541.280000 sec): 3 clusters
  Score: Raw -1914615.644909 + Penalty 3269.742996 = -1911345.901914
  nChanged 26
		SP:Iteration 51Q (200541.560000 sec): 3 clusters
  Score: Raw -1914619.100367 + Penalty 3269.742996 = -1911349.357371
  nChanged 27
		SP:Iteration 52Q (200541.860000 sec): 3 clusters
  Score: Raw -1914624.473158 + Penalty 3269.742996 = -1911354.730162
  nChanged 28
		SP:Iteration 53Q (200542.110000 sec): 3 clusters
  Score: Raw -1914629.413532 + Penalty 3269.742996 = -1911359.670536
  nChanged 35
		SP:Iteration 54Q (200542.370000 sec): 3 clusters
  Score: Raw -1914635.176556 + Penalty 3269.742996 = -1911365.433561
  nChanged 31
		SP:Iteration 55Q (200542.590000 sec): 3 clusters
  Score: Raw -1914640.892707 + Penalty 3269.742996 = -1911371.149711
  nChanged 24
		SP:Iteration 56Q (200542.880000 sec): 3 clusters
  Score: Raw -1914644.839868 + Penalty 3269.742996 = -1911375.096873
  nChanged 19
		SP:Iteration 57Q (200543.180000 sec): 3 clusters
  Score: Raw -1914647.352084 + Penalty 3269.742996 = -1911377.609089
  nChanged 25
		SP:Iteration 58Q (200543.400000 sec): 3 clusters
  Score: Raw -1914651.036787 + Penalty 3269.742996 = -1911381.293791
  nChanged 23
		SP:Iteration 59Q (200543.690000 sec): 3 clusters
  Score: Raw -1914655.136815 + Penalty 3269.742996 = -1911385.393820
  nChanged 27
		SP:Iteration 60F (200544.010000 sec): 3 clusters
  Score: Raw -1914658.633318 + Penalty 3269.742996 = -1911388.890323
  nChanged 25
		SP:Iteration 61Q (200544.310000 sec): 3 clusters
  Score: Raw -1914662.638163 + Penalty 3269.742996 = -1911392.895167
  nChanged 21
		SP:Iteration 62Q (200544.530000 sec): 3 clusters
  Score: Raw -1914665.388522 + Penalty 3269.742996 = -1911395.645526
  nChanged 12
		SP:Iteration 63Q (200544.800000 sec): 3 clusters
  Score: Raw -1914667.866052 + Penalty 3269.742996 = -1911398.123057
  nChanged 16
		SP:Iteration 64Q (200545.070000 sec): 3 clusters
  Score: Raw -1914670.956769 + Penalty 3269.742996 = -1911401.213773
  nChanged 23
		SP:Iteration 65Q (200545.360000 sec): 3 clusters
  Score: Raw -1914674.494778 + Penalty 3269.742996 = -1911404.751782
  nChanged 21
		SP:Iteration 66Q (200545.580000 sec): 3 clusters
  Score: Raw -1914678.076703 + Penalty 3269.742996 = -1911408.333707
  nChanged 19
		SP:Iteration 67Q (200545.820000 sec): 3 clusters
  Score: Raw -1914681.698554 + Penalty 3269.742996 = -1911411.955558
  nChanged 20
		SP:Iteration 68Q (200546.120000 sec): 3 clusters
  Score: Raw -1914685.655056 + Penalty 3269.742996 = -1911415.912060
  nChanged 20
		SP:Iteration 69Q (200546.390000 sec): 3 clusters
  Score: Raw -1914688.202372 + Penalty 3269.742996 = -1911418.459377
  nChanged 11
		SP:Iteration 70Q (200546.630000 sec): 3 clusters
  Score: Raw -1914689.792309 + Penalty 3269.742996 = -1911420.049313
  nChanged 15
		SP:Iteration 71Q (200546.850000 sec): 3 clusters
  Score: Raw -1914691.771339 + Penalty 3269.742996 = -1911422.028343
  nChanged 13
		SP:Iteration 72Q (200547.110000 sec): 3 clusters
  Score: Raw -1914692.941562 + Penalty 3269.742996 = -1911423.198566
  nChanged 5
		SP:Iteration 73Q (200547.370000 sec): 3 clusters
  Score: Raw -1914693.492914 + Penalty 3269.742996 = -1911423.749918
  nChanged 4
		SP:Iteration 74Q (200547.620000 sec): 3 clusters
  Score: Raw -1914694.362174 + Penalty 3269.742996 = -1911424.619179
  nChanged 5
		SP:Iteration 75Q (200547.860000 sec): 3 clusters
  Score: Raw -1914695.367606 + Penalty 3269.742996 = -1911425.624611
  nChanged 10
		SP:Iteration 76Q (200548.170000 sec): 3 clusters
  Score: Raw -1914696.657134 + Penalty 3269.742996 = -1911426.914138
  nChanged 10
		SP:Iteration 77Q (200548.470000 sec): 3 clusters
  Score: Raw -1914698.606743 + Penalty 3269.742996 = -1911428.863747
  nChanged 10
		SP:Iteration 78Q (200548.780000 sec): 3 clusters
  Score: Raw -1914699.547966 + Penalty 3269.742996 = -1911429.804970
  nChanged 8
		SP:Iteration 79Q (200549.020000 sec): 3 clusters
  Score: Raw -1914701.098842 + Penalty 3269.742996 = -1911431.355846
  nChanged 12
		SP:Iteration 80F (200549.320000 sec): 3 clusters
  Score: Raw -1914703.195357 + Penalty 3269.742996 = -1911433.452361
  nChanged 10
		SP:Iteration 81Q (200549.620000 sec): 3 clusters
  Score: Raw -1914704.579553 + Penalty 3269.742996 = -1911434.836557
  nChanged 7
		SP:Iteration 82Q (200549.890000 sec): 3 clusters
  Score: Raw -1914705.316646 + Penalty 3269.742996 = -1911435.573651
  nChanged 6
		SP:Iteration 83Q (200550.190000 sec): 3 clusters
  Score: Raw -1914705.940491 + Penalty 3269.742996 = -1911436.197496
  nChanged 1
		SP:Iteration 84Q (200550.500000 sec): 3 clusters
  Score: Raw -1914706.113328 + Penalty 3269.742996 = -1911436.370332
  nChanged 4
		SP:Iteration 85Q (200550.740000 sec): 3 clusters
  Score: Raw -1914706.820179 + Penalty 3269.742996 = -1911437.077183
  nChanged 2
		SP:Iteration 86Q (200550.990000 sec): 3 clusters
  Score: Raw -1914707.042608 + Penalty 3269.742996 = -1911437.299612
  nChanged 1
		SP:Iteration 87Q (200551.230000 sec): 3 clusters
  Score: Raw -1914707.110380 + Penalty 3269.742996 = -1911437.367385
  nChanged 1
		SP:Iteration 88Q (200551.540000 sec): 3 clusters
  Score: Raw -1914707.190321 + Penalty 3269.742996 = -1911437.447325
  nChanged 1
		SP:Iteration 89Q (200551.840000 sec): 3 clusters
  Score: Raw -1914707.249869 + Penalty 3269.742996 = -1911437.506874
  nChanged 0
		SP:Iteration 90F (200552.170000 sec): 3 clusters
  Score: Raw -1914707.249869 + Penalty 3269.742996 = -1911437.506874
  nChanged 0
Iteration 459Q (200662.190000 sec): 83 clusters
  Score: Raw -122389154.665161 + Penalty 189290.486852 = -122199864.178309
  nChanged 7
Iteration 460F (200859.180000 sec): 83 clusters
  Score: Raw -122389154.758553 + Penalty 189290.486852 = -122199864.271701
  nChanged 1
Iteration 461Q (200968.850000 sec): 83 clusters
  Score: Raw -122389154.767835 + Penalty 189290.486852 = -122199864.280983
  nChanged 1
Iteration 462Q (201081.000000 sec): 83 clusters
  Score: Raw -122389154.777889 + Penalty 189290.486852 = -122199864.291037
  nChanged 1
Iteration 463Q (201194.780000 sec): 83 clusters
  Score: Raw -122389154.784327 + Penalty 189290.486852 = -122199864.297476
  nChanged 0
Iteration 464F (201398.460000 sec): 83 clusters
  Score: Raw -122389154.784327 + Penalty 189290.486852 = -122199864.297476
  nChanged 0
Compute initial score before splitting:   Score: Raw -122389154.784327 + Penalty 189290.486852 = -122199864.297476
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 1 (44261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201398.750000 sec): 2 clusters
  Score: Raw -3894353.571439 + Penalty 1738.402121 = -3892615.169317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201399.130000 sec): 3 clusters
  Score: Raw -3866290.957416 + Penalty 3476.804242 = -3862814.153173
  nChanged 20847
		SP:Iteration 1F (201399.510000 sec): 3 clusters
  Score: Raw -3878057.180935 + Penalty 3476.804242 = -3874580.376693
  nChanged 1778
		SP:Iteration 2Q (201399.950000 sec): 3 clusters
  Score: Raw -3878601.529213 + Penalty 3476.804242 = -3875124.724971
  nChanged 1881
		SP:Iteration 3Q (201400.390000 sec): 3 clusters
  Score: Raw -3879224.132300 + Penalty 3476.804242 = -3875747.328058
  nChanged 1953
		SP:Iteration 4Q (201400.810000 sec): 3 clusters
  Score: Raw -3879961.327992 + Penalty 3476.804242 = -3876484.523750
  nChanged 2234
		SP:Iteration 5F (201401.190000 sec): 3 clusters
  Score: Raw -3880922.257187 + Penalty 3476.804242 = -3877445.452945
  nChanged 2492
		SP:Iteration 6F (201401.540000 sec): 3 clusters
  Score: Raw -3882226.576729 + Penalty 3476.804242 = -3878749.772486
  nChanged 2863
		SP:Iteration 7F (201401.980000 sec): 3 clusters
  Score: Raw -3884059.681272 + Penalty 3476.804242 = -3880582.877029
  nChanged 3149
		SP:Iteration 8F (201402.340000 sec): 3 clusters
  Score: Raw -3886488.823422 + Penalty 3476.804242 = -3883012.019180
  nChanged 3046
		SP:Iteration 9F (201402.710000 sec): 3 clusters
  Score: Raw -3889085.091770 + Penalty 3476.804242 = -3885608.287528
  nChanged 2518
		SP:Iteration 10F (201403.060000 sec): 3 clusters
  Score: Raw -3891408.985542 + Penalty 3476.804242 = -3887932.181300
  nChanged 1705
		SP:Iteration 11Q (201403.460000 sec): 3 clusters
  Score: Raw -3893027.538151 + Penalty 3476.804242 = -3889550.733908
  nChanged 905
		SP:Iteration 12Q (201403.880000 sec): 3 clusters
  Score: Raw -3893925.802460 + Penalty 3476.804242 = -3890448.998218
  nChanged 434
		SP:Iteration 13Q (201404.250000 sec): 3 clusters
  Score: Raw -3894364.652494 + Penalty 3476.804242 = -3890887.848252
  nChanged 246
		SP:Iteration 14Q (201404.670000 sec): 3 clusters
  Score: Raw -3894592.802694 + Penalty 3476.804242 = -3891115.998452
  nChanged 141
		SP:Iteration 15Q (201404.990000 sec): 3 clusters
  Score: Raw -3894708.922883 + Penalty 3476.804242 = -3891232.118641
  nChanged 105
		SP:Iteration 16Q (201405.340000 sec): 3 clusters
  Score: Raw -3894774.607100 + Penalty 3476.804242 = -3891297.802858
  nChanged 65
		SP:Iteration 17Q (201405.710000 sec): 3 clusters
  Score: Raw -3894805.802666 + Penalty 3476.804242 = -3891328.998423
  nChanged 42
		SP:Iteration 18Q (201406.080000 sec): 3 clusters
  Score: Raw -3894823.216966 + Penalty 3476.804242 = -3891346.412724
  nChanged 37
		SP:Iteration 19Q (201406.400000 sec): 3 clusters
  Score: Raw -3894837.575999 + Penalty 3476.804242 = -3891360.771757
  nChanged 31
		SP:Iteration 20F (201406.750000 sec): 3 clusters
  Score: Raw -3894847.855405 + Penalty 3476.804242 = -3891371.051163
  nChanged 23
		SP:Iteration 21Q (201407.140000 sec): 3 clusters
  Score: Raw -3894861.503869 + Penalty 3476.804242 = -3891384.699627
  nChanged 28
		SP:Iteration 22Q (201407.450000 sec): 3 clusters
  Score: Raw -3894873.321817 + Penalty 3476.804242 = -3891396.517575
  nChanged 24
		SP:Iteration 23Q (201407.760000 sec): 3 clusters
  Score: Raw -3894883.449144 + Penalty 3476.804242 = -3891406.644901
  nChanged 20
		SP:Iteration 24Q (201408.110000 sec): 3 clusters
  Score: Raw -3894893.116888 + Penalty 3476.804242 = -3891416.312646
  nChanged 13
		SP:Iteration 25Q (201408.430000 sec): 3 clusters
  Score: Raw -3894898.185274 + Penalty 3476.804242 = -3891421.381032
  nChanged 12
		SP:Iteration 26Q (201408.750000 sec): 3 clusters
  Score: Raw -3894902.045764 + Penalty 3476.804242 = -3891425.241521
  nChanged 10
		SP:Iteration 27Q (201409.110000 sec): 3 clusters
  Score: Raw -3894904.903575 + Penalty 3476.804242 = -3891428.099333
  nChanged 4
		SP:Iteration 28Q (201409.390000 sec): 3 clusters
  Score: Raw -3894906.209955 + Penalty 3476.804242 = -3891429.405713
  nChanged 2
		SP:Iteration 29Q (201409.770000 sec): 3 clusters
  Score: Raw -3894907.288217 + Penalty 3476.804242 = -3891430.483975
  nChanged 2
		SP:Iteration 30Q (201410.130000 sec): 3 clusters
  Score: Raw -3894907.566707 + Penalty 3476.804242 = -3891430.762465
  nChanged 2
		SP:Iteration 31Q (201410.450000 sec): 3 clusters
  Score: Raw -3894907.828843 + Penalty 3476.804242 = -3891431.024601
  nChanged 2
		SP:Iteration 32Q (201410.840000 sec): 3 clusters
  Score: Raw -3894908.332602 + Penalty 3476.804242 = -3891431.528360
  nChanged 1
		SP:Iteration 33Q (201411.190000 sec): 3 clusters
  Score: Raw -3894908.539240 + Penalty 3476.804242 = -3891431.734998
  nChanged 1
		SP:Iteration 34Q (201411.540000 sec): 3 clusters
  Score: Raw -3894909.082468 + Penalty 3476.804242 = -3891432.278226
  nChanged 1
		SP:Iteration 35Q (201411.900000 sec): 3 clusters
  Score: Raw -3894909.601333 + Penalty 3476.804242 = -3891432.797091
  nChanged 0
		SP:Iteration 36F (201412.230000 sec): 3 clusters
  Score: Raw -3894909.601333 + Penalty 3476.804242 = -3891432.797091
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 2 (6642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201412.390000 sec): 2 clusters
  Score: Raw -547325.155763 + Penalty 1430.189865 = -545894.965898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201412.610000 sec): 3 clusters
  Score: Raw -543790.040302 + Penalty 2860.379731 = -540929.660571
  nChanged 2751
		SP:Iteration 1F (201412.750000 sec): 3 clusters
  Score: Raw -545305.995459 + Penalty 2860.379731 = -542445.615728
  nChanged 428
		SP:Iteration 2F (201412.950000 sec): 3 clusters
  Score: Raw -545522.630196 + Penalty 2860.379731 = -542662.250466
  nChanged 342
		SP:Iteration 3F (201413.120000 sec): 3 clusters
  Score: Raw -545715.153227 + Penalty 2860.379731 = -542854.773497
  nChanged 326
		SP:Iteration 4Q (201413.370000 sec): 3 clusters
  Score: Raw -545905.796449 + Penalty 2860.379731 = -543045.416718
  nChanged 339
		SP:Iteration 5F (201413.650000 sec): 3 clusters
  Score: Raw -546121.430312 + Penalty 2860.379731 = -543261.050581
  nChanged 365
		SP:Iteration 6F (201413.920000 sec): 3 clusters
  Score: Raw -546358.364199 + Penalty 2860.379731 = -543497.984468
  nChanged 333
		SP:Iteration 7F (201414.120000 sec): 3 clusters
  Score: Raw -546578.001233 + Penalty 2860.379731 = -543717.621503
  nChanged 313
		SP:Iteration 8Q (201414.320000 sec): 3 clusters
  Score: Raw -546800.019428 + Penalty 2860.379731 = -543939.639697
  nChanged 291
		SP:Iteration 9Q (201414.510000 sec): 3 clusters
  Score: Raw -547003.913617 + Penalty 2860.379731 = -544143.533886
  nChanged 275
		SP:Iteration 10Q (201414.750000 sec): 3 clusters
  Score: Raw -547204.509151 + Penalty 2860.379731 = -544344.129420
  nChanged 229
		SP:Iteration 11Q (201415.010000 sec): 3 clusters
  Score: Raw -547367.671845 + Penalty 2860.379731 = -544507.292114
  nChanged 177
		SP:Iteration 12Q (201415.240000 sec): 3 clusters
  Score: Raw -547472.027077 + Penalty 2860.379731 = -544611.647346
  nChanged 129
		SP:Iteration 13Q (201415.480000 sec): 3 clusters
  Score: Raw -547550.324226 + Penalty 2860.379731 = -544689.944495
  nChanged 88
		SP:Iteration 14Q (201415.720000 sec): 3 clusters
  Score: Raw -547604.355773 + Penalty 2860.379731 = -544743.976043
  nChanged 74
		SP:Iteration 15Q (201415.950000 sec): 3 clusters
  Score: Raw -547643.254441 + Penalty 2860.379731 = -544782.874710
  nChanged 41
		SP:Iteration 16Q (201416.180000 sec): 3 clusters
  Score: Raw -547664.529581 + Penalty 2860.379731 = -544804.149850
  nChanged 42
		SP:Iteration 17Q (201416.420000 sec): 3 clusters
  Score: Raw -547685.516979 + Penalty 2860.379731 = -544825.137248
  nChanged 28
		SP:Iteration 18Q (201416.670000 sec): 3 clusters
  Score: Raw -547699.122621 + Penalty 2860.379731 = -544838.742891
  nChanged 18
		SP:Iteration 19Q (201416.910000 sec): 3 clusters
  Score: Raw -547706.145460 + Penalty 2860.379731 = -544845.765730
  nChanged 11
		SP:Iteration 20F (201417.130000 sec): 3 clusters
  Score: Raw -547710.212613 + Penalty 2860.379731 = -544849.832882
  nChanged 13
		SP:Iteration 21Q (201417.340000 sec): 3 clusters
  Score: Raw -547715.138283 + Penalty 2860.379731 = -544854.758552
  nChanged 14
		SP:Iteration 22Q (201417.590000 sec): 3 clusters
  Score: Raw -547723.212346 + Penalty 2860.379731 = -544862.832616
  nChanged 13
		SP:Iteration 23Q (201417.830000 sec): 3 clusters
  Score: Raw -547728.414505 + Penalty 2860.379731 = -544868.034774
  nChanged 5
		SP:Iteration 24Q (201418.070000 sec): 3 clusters
  Score: Raw -547730.136883 + Penalty 2860.379731 = -544869.757152
  nChanged 2
		SP:Iteration 25Q (201418.300000 sec): 3 clusters
  Score: Raw -547730.959834 + Penalty 2860.379731 = -544870.580103
  nChanged 2
		SP:Iteration 26Q (201418.570000 sec): 3 clusters
  Score: Raw -547731.920201 + Penalty 2860.379731 = -544871.540470
  nChanged 4
		SP:Iteration 27Q (201418.730000 sec): 3 clusters
  Score: Raw -547732.806525 + Penalty 2860.379731 = -544872.426794
  nChanged 0
		SP:Iteration 28F (201418.980000 sec): 3 clusters
  Score: Raw -547732.806525 + Penalty 2860.379731 = -544872.426794
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 3 (4009 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201419.060000 sec): 2 clusters
  Score: Raw -339138.650352 + Penalty 1348.148281 = -337790.502071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201419.300000 sec): 3 clusters
  Score: Raw -337100.667834 + Penalty 2696.296562 = -334404.371272
  nChanged 1588
		SP:Iteration 1F (201419.490000 sec): 3 clusters
  Score: Raw -337968.614065 + Penalty 2696.296562 = -335272.317503
  nChanged 296
		SP:Iteration 2F (201419.630000 sec): 3 clusters
  Score: Raw -338166.274197 + Penalty 2696.296562 = -335469.977635
  nChanged 252
		SP:Iteration 3F (201419.850000 sec): 3 clusters
  Score: Raw -338339.936434 + Penalty 2696.296562 = -335643.639873
  nChanged 229
		SP:Iteration 4F (201420.050000 sec): 3 clusters
  Score: Raw -338503.457095 + Penalty 2696.296562 = -335807.160533
  nChanged 164
		SP:Iteration 5Q (201420.270000 sec): 3 clusters
  Score: Raw -338618.218382 + Penalty 2696.296562 = -335921.921821
  nChanged 150
		SP:Iteration 6Q (201420.460000 sec): 3 clusters
  Score: Raw -338726.864046 + Penalty 2696.296562 = -336030.567484
  nChanged 148
		SP:Iteration 7Q (201420.650000 sec): 3 clusters
  Score: Raw -338834.311716 + Penalty 2696.296562 = -336138.015154
  nChanged 140
		SP:Iteration 8Q (201420.850000 sec): 3 clusters
  Score: Raw -338926.465294 + Penalty 2696.296562 = -336230.168733
  nChanged 108
		SP:Iteration 9Q (201421.050000 sec): 3 clusters
  Score: Raw -338985.384279 + Penalty 2696.296562 = -336289.087717
  nChanged 76
		SP:Iteration 10Q (201421.290000 sec): 3 clusters
  Score: Raw -339024.955400 + Penalty 2696.296562 = -336328.658838
  nChanged 63
		SP:Iteration 11Q (201421.540000 sec): 3 clusters
  Score: Raw -339058.065936 + Penalty 2696.296562 = -336361.769375
  nChanged 59
		SP:Iteration 12Q (201421.710000 sec): 3 clusters
  Score: Raw -339087.687065 + Penalty 2696.296562 = -336391.390504
  nChanged 45
		SP:Iteration 13Q (201421.910000 sec): 3 clusters
  Score: Raw -339111.995688 + Penalty 2696.296562 = -336415.699126
  nChanged 45
		SP:Iteration 14Q (201422.110000 sec): 3 clusters
  Score: Raw -339132.512072 + Penalty 2696.296562 = -336436.215511
  nChanged 42
		SP:Iteration 15Q (201422.330000 sec): 3 clusters
  Score: Raw -339150.019212 + Penalty 2696.296562 = -336453.722650
  nChanged 32
		SP:Iteration 16Q (201422.530000 sec): 3 clusters
  Score: Raw -339163.013223 + Penalty 2696.296562 = -336466.716661
  nChanged 36
		SP:Iteration 17Q (201422.740000 sec): 3 clusters
  Score: Raw -339176.500587 + Penalty 2696.296562 = -336480.204026
  nChanged 34
		SP:Iteration 18Q (201422.970000 sec): 3 clusters
  Score: Raw -339191.442547 + Penalty 2696.296562 = -336495.145985
  nChanged 30
		SP:Iteration 19Q (201423.190000 sec): 3 clusters
  Score: Raw -339205.386931 + Penalty 2696.296562 = -336509.090369
  nChanged 26
		SP:Iteration 20F (201423.490000 sec): 3 clusters
  Score: Raw -339217.021691 + Penalty 2696.296562 = -336520.725129
  nChanged 22
		SP:Iteration 21Q (201423.670000 sec): 3 clusters
  Score: Raw -339227.026007 + Penalty 2696.296562 = -336530.729445
  nChanged 25
		SP:Iteration 22Q (201423.860000 sec): 3 clusters
  Score: Raw -339238.608178 + Penalty 2696.296562 = -336542.311617
  nChanged 23
		SP:Iteration 23Q (201424.040000 sec): 3 clusters
  Score: Raw -339247.538156 + Penalty 2696.296562 = -336551.241594
  nChanged 19
		SP:Iteration 24Q (201424.280000 sec): 3 clusters
  Score: Raw -339256.156542 + Penalty 2696.296562 = -336559.859980
  nChanged 16
		SP:Iteration 25Q (201424.440000 sec): 3 clusters
  Score: Raw -339262.081443 + Penalty 2696.296562 = -336565.784881
  nChanged 11
		SP:Iteration 26Q (201424.680000 sec): 3 clusters
  Score: Raw -339266.634052 + Penalty 2696.296562 = -336570.337490
  nChanged 8
		SP:Iteration 27Q (201424.900000 sec): 3 clusters
  Score: Raw -339269.255330 + Penalty 2696.296562 = -336572.958768
  nChanged 7
		SP:Iteration 28Q (201425.090000 sec): 3 clusters
  Score: Raw -339271.402968 + Penalty 2696.296562 = -336575.106406
  nChanged 8
		SP:Iteration 29Q (201425.240000 sec): 3 clusters
  Score: Raw -339275.877065 + Penalty 2696.296562 = -336579.580504
  nChanged 9
		SP:Iteration 30Q (201425.450000 sec): 3 clusters
  Score: Raw -339279.546387 + Penalty 2696.296562 = -336583.249826
  nChanged 9
		SP:Iteration 31Q (201425.600000 sec): 3 clusters
  Score: Raw -339283.560631 + Penalty 2696.296562 = -336587.264069
  nChanged 12
		SP:Iteration 32Q (201425.780000 sec): 3 clusters
  Score: Raw -339289.127801 + Penalty 2696.296562 = -336592.831240
  nChanged 13
		SP:Iteration 33Q (201426.000000 sec): 3 clusters
  Score: Raw -339295.937729 + Penalty 2696.296562 = -336599.641167
  nChanged 12
		SP:Iteration 34Q (201426.160000 sec): 3 clusters
  Score: Raw -339302.227513 + Penalty 2696.296562 = -336605.930952
  nChanged 13
		SP:Iteration 35Q (201426.410000 sec): 3 clusters
  Score: Raw -339308.427705 + Penalty 2696.296562 = -336612.131143
  nChanged 8
		SP:Iteration 36Q (201426.590000 sec): 3 clusters
  Score: Raw -339310.890668 + Penalty 2696.296562 = -336614.594106
  nChanged 6
		SP:Iteration 37Q (201426.780000 sec): 3 clusters
  Score: Raw -339313.435267 + Penalty 2696.296562 = -336617.138705
  nChanged 7
		SP:Iteration 38Q (201426.960000 sec): 3 clusters
  Score: Raw -339317.161435 + Penalty 2696.296562 = -336620.864873
  nChanged 4
		SP:Iteration 39Q (201427.180000 sec): 3 clusters
  Score: Raw -339318.410675 + Penalty 2696.296562 = -336622.114113
  nChanged 3
		SP:Iteration 40F (201427.330000 sec): 3 clusters
  Score: Raw -339319.380683 + Penalty 2696.296562 = -336623.084121
  nChanged 5
		SP:Iteration 41Q (201427.540000 sec): 3 clusters
  Score: Raw -339320.798000 + Penalty 2696.296562 = -336624.501438
  nChanged 4
		SP:Iteration 42Q (201427.720000 sec): 3 clusters
  Score: Raw -339322.117139 + Penalty 2696.296562 = -336625.820577
  nChanged 1
		SP:Iteration 43Q (201427.950000 sec): 3 clusters
  Score: Raw -339322.728448 + Penalty 2696.296562 = -336626.431886
  nChanged 2
		SP:Iteration 44Q (201428.130000 sec): 3 clusters
  Score: Raw -339323.682786 + Penalty 2696.296562 = -336627.386224
  nChanged 4
		SP:Iteration 45Q (201428.320000 sec): 3 clusters
  Score: Raw -339325.939591 + Penalty 2696.296562 = -336629.643029
  nChanged 3
		SP:Iteration 46Q (201428.520000 sec): 3 clusters
  Score: Raw -339327.168330 + Penalty 2696.296562 = -336630.871768
  nChanged 1
		SP:Iteration 47Q (201428.730000 sec): 3 clusters
  Score: Raw -339327.325189 + Penalty 2696.296562 = -336631.028627
  nChanged 1
		SP:Iteration 48Q (201428.920000 sec): 3 clusters
  Score: Raw -339327.675168 + Penalty 2696.296562 = -336631.378606
  nChanged 0
		SP:Iteration 49F (201429.080000 sec): 3 clusters
  Score: Raw -339327.675168 + Penalty 2696.296562 = -336631.378606
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 4 (16597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201429.240000 sec): 2 clusters
  Score: Raw -1588599.274635 + Penalty 1579.008801 = -1587020.265835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201429.450000 sec): 3 clusters
  Score: Raw -1578717.083769 + Penalty 3158.017601 = -1575559.066167
  nChanged 7366
		SP:Iteration 1F (201429.660000 sec): 3 clusters
  Score: Raw -1582678.138523 + Penalty 3158.017601 = -1579520.120922
  nChanged 720
		SP:Iteration 2Q (201429.970000 sec): 3 clusters
  Score: Raw -1582885.915695 + Penalty 3158.017601 = -1579727.898094
  nChanged 628
		SP:Iteration 3Q (201430.270000 sec): 3 clusters
  Score: Raw -1583061.870228 + Penalty 3158.017601 = -1579903.852627
  nChanged 586
		SP:Iteration 4Q (201430.520000 sec): 3 clusters
  Score: Raw -1583212.245668 + Penalty 3158.017601 = -1580054.228066
  nChanged 484
		SP:Iteration 5Q (201430.780000 sec): 3 clusters
  Score: Raw -1583322.277913 + Penalty 3158.017601 = -1580164.260312
  nChanged 382
		SP:Iteration 6Q (201431.030000 sec): 3 clusters
  Score: Raw -1583401.245907 + Penalty 3158.017601 = -1580243.228306
  nChanged 367
		SP:Iteration 7Q (201431.320000 sec): 3 clusters
  Score: Raw -1583479.179064 + Penalty 3158.017601 = -1580321.161462
  nChanged 329
		SP:Iteration 8Q (201431.660000 sec): 3 clusters
  Score: Raw -1583541.749059 + Penalty 3158.017601 = -1580383.731458
  nChanged 279
		SP:Iteration 9Q (201431.910000 sec): 3 clusters
  Score: Raw -1583598.763016 + Penalty 3158.017601 = -1580440.745414
  nChanged 296
		SP:Iteration 10Q (201432.160000 sec): 3 clusters
  Score: Raw -1583664.436736 + Penalty 3158.017601 = -1580506.419135
  nChanged 287
		SP:Iteration 11Q (201432.430000 sec): 3 clusters
  Score: Raw -1583729.129151 + Penalty 3158.017601 = -1580571.111549
  nChanged 301
		SP:Iteration 12Q (201432.730000 sec): 3 clusters
  Score: Raw -1583804.208130 + Penalty 3158.017601 = -1580646.190529
  nChanged 330
		SP:Iteration 13Q (201433.000000 sec): 3 clusters
  Score: Raw -1583889.316935 + Penalty 3158.017601 = -1580731.299334
  nChanged 383
		SP:Iteration 14Q (201433.260000 sec): 3 clusters
  Score: Raw -1583998.831593 + Penalty 3158.017601 = -1580840.813991
  nChanged 443
		SP:Iteration 15Q (201433.510000 sec): 3 clusters
  Score: Raw -1584153.675817 + Penalty 3158.017601 = -1580995.658216
  nChanged 571
		SP:Iteration 16Q (201433.800000 sec): 3 clusters
  Score: Raw -1584413.712471 + Penalty 3158.017601 = -1581255.694870
  nChanged 709
		SP:Iteration 17Q (201434.020000 sec): 3 clusters
  Score: Raw -1584806.148533 + Penalty 3158.017601 = -1581648.130932
  nChanged 823
		SP:Iteration 18Q (201434.240000 sec): 3 clusters
  Score: Raw -1585346.108852 + Penalty 3158.017601 = -1582188.091251
  nChanged 956
		SP:Iteration 19F (201434.520000 sec): 3 clusters
  Score: Raw -1586133.258411 + Penalty 3158.017601 = -1582975.240810
  nChanged 881
		SP:Iteration 20F (201434.830000 sec): 3 clusters
  Score: Raw -1586905.464851 + Penalty 3158.017601 = -1583747.447250
  nChanged 730
		SP:Iteration 21Q (201435.100000 sec): 3 clusters
  Score: Raw -1587574.713709 + Penalty 3158.017601 = -1584416.696108
  nChanged 493
		SP:Iteration 22Q (201435.350000 sec): 3 clusters
  Score: Raw -1588042.332636 + Penalty 3158.017601 = -1584884.315035
  nChanged 302
		SP:Iteration 23Q (201435.550000 sec): 3 clusters
  Score: Raw -1588335.222567 + Penalty 3158.017601 = -1585177.204965
  nChanged 186
		SP:Iteration 24Q (201435.800000 sec): 3 clusters
  Score: Raw -1588505.264280 + Penalty 3158.017601 = -1585347.246678
  nChanged 99
		SP:Iteration 25Q (201436.030000 sec): 3 clusters
  Score: Raw -1588591.547015 + Penalty 3158.017601 = -1585433.529413
  nChanged 62
		SP:Iteration 26Q (201436.310000 sec): 3 clusters
  Score: Raw -1588648.890506 + Penalty 3158.017601 = -1585490.872904
  nChanged 40
		SP:Iteration 27Q (201436.530000 sec): 3 clusters
  Score: Raw -1588687.114655 + Penalty 3158.017601 = -1585529.097054
  nChanged 27
		SP:Iteration 28Q (201436.770000 sec): 3 clusters
  Score: Raw -1588714.300914 + Penalty 3158.017601 = -1585556.283312
  nChanged 23
		SP:Iteration 29Q (201437.020000 sec): 3 clusters
  Score: Raw -1588737.614096 + Penalty 3158.017601 = -1585579.596494
  nChanged 15
		SP:Iteration 30Q (201437.240000 sec): 3 clusters
  Score: Raw -1588752.498210 + Penalty 3158.017601 = -1585594.480608
  nChanged 10
		SP:Iteration 31Q (201437.460000 sec): 3 clusters
  Score: Raw -1588762.843344 + Penalty 3158.017601 = -1585604.825743
  nChanged 6
		SP:Iteration 32Q (201437.780000 sec): 3 clusters
  Score: Raw -1588770.627549 + Penalty 3158.017601 = -1585612.609947
  nChanged 8
		SP:Iteration 33Q (201438.060000 sec): 3 clusters
  Score: Raw -1588779.423766 + Penalty 3158.017601 = -1585621.406164
  nChanged 6
		SP:Iteration 34Q (201438.300000 sec): 3 clusters
  Score: Raw -1588783.990933 + Penalty 3158.017601 = -1585625.973332
  nChanged 0
		SP:Iteration 35F (201438.610000 sec): 3 clusters
  Score: Raw -1588783.990933 + Penalty 3158.017601 = -1585625.973332
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 5 (162256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201439.360000 sec): 2 clusters
  Score: Raw -13898673.993665 + Penalty 1949.501225 = -13896724.492440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201440.190000 sec): 3 clusters
  Score: Raw -13791712.419219 + Penalty 3899.002450 = -13787813.416770
  nChanged 78380
		SP:Iteration 1F (201441.040000 sec): 3 clusters
  Score: Raw -13838511.689508 + Penalty 3899.002450 = -13834612.687059
  nChanged 5954
		SP:Iteration 2Q (201441.890000 sec): 3 clusters
  Score: Raw -13840307.880153 + Penalty 3899.002450 = -13836408.877703
  nChanged 7290
		SP:Iteration 3Q (201442.780000 sec): 3 clusters
  Score: Raw -13843192.219451 + Penalty 3899.002450 = -13839293.217002
  nChanged 9058
		SP:Iteration 4F (201443.650000 sec): 3 clusters
  Score: Raw -13847578.550475 + Penalty 3899.002450 = -13843679.548026
  nChanged 10549
		SP:Iteration 5F (201444.660000 sec): 3 clusters
  Score: Raw -13853328.486516 + Penalty 3899.002450 = -13849429.484067
  nChanged 11104
		SP:Iteration 6F (201445.500000 sec): 3 clusters
  Score: Raw -13859418.818317 + Penalty 3899.002450 = -13855519.815868
  nChanged 10253
		SP:Iteration 7F (201446.330000 sec): 3 clusters
  Score: Raw -13864734.224455 + Penalty 3899.002450 = -13860835.222006
  nChanged 8832
		SP:Iteration 8F (201447.170000 sec): 3 clusters
  Score: Raw -13869114.535617 + Penalty 3899.002450 = -13865215.533167
  nChanged 7393
		SP:Iteration 9Q (201448.130000 sec): 3 clusters
  Score: Raw -13872953.178944 + Penalty 3899.002450 = -13869054.176494
  nChanged 6673
		SP:Iteration 10Q (201449.030000 sec): 3 clusters
  Score: Raw -13876789.587303 + Penalty 3899.002450 = -13872890.584854
  nChanged 6372
		SP:Iteration 11Q (201449.960000 sec): 3 clusters
  Score: Raw -13880899.278679 + Penalty 3899.002450 = -13877000.276230
  nChanged 6023
		SP:Iteration 12Q (201450.880000 sec): 3 clusters
  Score: Raw -13885245.124981 + Penalty 3899.002450 = -13881346.122531
  nChanged 5369
		SP:Iteration 13Q (201451.780000 sec): 3 clusters
  Score: Raw -13889398.579491 + Penalty 3899.002450 = -13885499.577042
  nChanged 4318
		SP:Iteration 14Q (201452.700000 sec): 3 clusters
  Score: Raw -13892791.187736 + Penalty 3899.002450 = -13888892.185286
  nChanged 3209
		SP:Iteration 15Q (201453.550000 sec): 3 clusters
  Score: Raw -13895247.707190 + Penalty 3899.002450 = -13891348.704741
  nChanged 2189
		SP:Iteration 16Q (201454.440000 sec): 3 clusters
  Score: Raw -13896805.731512 + Penalty 3899.002450 = -13892906.729062
  nChanged 1397
		SP:Iteration 17Q (201455.260000 sec): 3 clusters
  Score: Raw -13897752.029461 + Penalty 3899.002450 = -13893853.027011
  nChanged 860
		SP:Iteration 18Q (201456.020000 sec): 3 clusters
  Score: Raw -13898305.398882 + Penalty 3899.002450 = -13894406.396433
  nChanged 586
		SP:Iteration 19Q (201456.740000 sec): 3 clusters
  Score: Raw -13898634.800173 + Penalty 3899.002450 = -13894735.797724
  nChanged 393
		SP:Iteration 20F (201457.500000 sec): 3 clusters
  Score: Raw -13898834.298889 + Penalty 3899.002450 = -13894935.296439
  nChanged 263
		SP:Iteration 21Q (201458.300000 sec): 3 clusters
  Score: Raw -13898957.997085 + Penalty 3899.002450 = -13895058.994636
  nChanged 207
		SP:Iteration 22Q (201459.110000 sec): 3 clusters
  Score: Raw -13899055.793552 + Penalty 3899.002450 = -13895156.791102
  nChanged 162
		SP:Iteration 23Q (201459.940000 sec): 3 clusters
  Score: Raw -13899146.386560 + Penalty 3899.002450 = -13895247.384111
  nChanged 145
		SP:Iteration 24Q (201460.810000 sec): 3 clusters
  Score: Raw -13899222.304550 + Penalty 3899.002450 = -13895323.302100
  nChanged 125
		SP:Iteration 25Q (201461.610000 sec): 3 clusters
  Score: Raw -13899284.088140 + Penalty 3899.002450 = -13895385.085691
  nChanged 109
		SP:Iteration 26Q (201462.350000 sec): 3 clusters
  Score: Raw -13899340.186092 + Penalty 3899.002450 = -13895441.183642
  nChanged 112
		SP:Iteration 27Q (201463.040000 sec): 3 clusters
  Score: Raw -13899400.016678 + Penalty 3899.002450 = -13895501.014228
  nChanged 103
		SP:Iteration 28Q (201463.740000 sec): 3 clusters
  Score: Raw -13899451.770446 + Penalty 3899.002450 = -13895552.767997
  nChanged 91
		SP:Iteration 29Q (201464.540000 sec): 3 clusters
  Score: Raw -13899486.844994 + Penalty 3899.002450 = -13895587.842544
  nChanged 54
		SP:Iteration 30Q (201465.220000 sec): 3 clusters
  Score: Raw -13899510.728555 + Penalty 3899.002450 = -13895611.726105
  nChanged 65
		SP:Iteration 31Q (201465.940000 sec): 3 clusters
  Score: Raw -13899539.636690 + Penalty 3899.002450 = -13895640.634240
  nChanged 66
		SP:Iteration 32Q (201466.600000 sec): 3 clusters
  Score: Raw -13899567.448439 + Penalty 3899.002450 = -13895668.445990
  nChanged 71
		SP:Iteration 33Q (201467.290000 sec): 3 clusters
  Score: Raw -13899601.123136 + Penalty 3899.002450 = -13895702.120686
  nChanged 88
		SP:Iteration 34Q (201468.060000 sec): 3 clusters
  Score: Raw -13899638.954766 + Penalty 3899.002450 = -13895739.952317
  nChanged 68
		SP:Iteration 35Q (201468.870000 sec): 3 clusters
  Score: Raw -13899668.842857 + Penalty 3899.002450 = -13895769.840407
  nChanged 82
		SP:Iteration 36Q (201469.650000 sec): 3 clusters
  Score: Raw -13899705.500583 + Penalty 3899.002450 = -13895806.498134
  nChanged 87
		SP:Iteration 37Q (201470.480000 sec): 3 clusters
  Score: Raw -13899745.826041 + Penalty 3899.002450 = -13895846.823591
  nChanged 97
		SP:Iteration 38Q (201471.270000 sec): 3 clusters
  Score: Raw -13899786.261663 + Penalty 3899.002450 = -13895887.259213
  nChanged 97
		SP:Iteration 39Q (201472.050000 sec): 3 clusters
  Score: Raw -13899822.583969 + Penalty 3899.002450 = -13895923.581520
  nChanged 72
		SP:Iteration 40F (201472.950000 sec): 3 clusters
  Score: Raw -13899859.149379 + Penalty 3899.002450 = -13895960.146930
  nChanged 85
		SP:Iteration 41Q (201473.640000 sec): 3 clusters
  Score: Raw -13899887.340478 + Penalty 3899.002450 = -13895988.338029
  nChanged 71
		SP:Iteration 42Q (201474.490000 sec): 3 clusters
  Score: Raw -13899911.050264 + Penalty 3899.002450 = -13896012.047815
  nChanged 76
		SP:Iteration 43Q (201475.300000 sec): 3 clusters
  Score: Raw -13899938.263741 + Penalty 3899.002450 = -13896039.261292
  nChanged 75
		SP:Iteration 44Q (201476.100000 sec): 3 clusters
  Score: Raw -13899961.159616 + Penalty 3899.002450 = -13896062.157167
  nChanged 73
		SP:Iteration 45Q (201476.820000 sec): 3 clusters
  Score: Raw -13899985.397640 + Penalty 3899.002450 = -13896086.395191
  nChanged 80
		SP:Iteration 46Q (201477.600000 sec): 3 clusters
  Score: Raw -13900015.275451 + Penalty 3899.002450 = -13896116.273002
  nChanged 104
		SP:Iteration 47Q (201478.230000 sec): 3 clusters
  Score: Raw -13900057.099776 + Penalty 3899.002450 = -13896158.097326
  nChanged 100
		SP:Iteration 48Q (201478.850000 sec): 3 clusters
  Score: Raw -13900090.892772 + Penalty 3899.002450 = -13896191.890322
  nChanged 101
		SP:Iteration 49Q (201479.690000 sec): 3 clusters
  Score: Raw -13900120.112406 + Penalty 3899.002450 = -13896221.109957
  nChanged 88
		SP:Iteration 50Q (201480.600000 sec): 3 clusters
  Score: Raw -13900146.737934 + Penalty 3899.002450 = -13896247.735484
  nChanged 89
		SP:Iteration 51Q (201481.470000 sec): 3 clusters
  Score: Raw -13900169.153737 + Penalty 3899.002450 = -13896270.151288
  nChanged 67
		SP:Iteration 52Q (201482.180000 sec): 3 clusters
  Score: Raw -13900182.921693 + Penalty 3899.002450 = -13896283.919243
  nChanged 62
		SP:Iteration 53Q (201482.990000 sec): 3 clusters
  Score: Raw -13900197.226590 + Penalty 3899.002450 = -13896298.224140
  nChanged 69
		SP:Iteration 54Q (201483.750000 sec): 3 clusters
  Score: Raw -13900210.678348 + Penalty 3899.002450 = -13896311.675898
  nChanged 49
		SP:Iteration 55Q (201484.550000 sec): 3 clusters
  Score: Raw -13900220.232519 + Penalty 3899.002450 = -13896321.230069
  nChanged 51
		SP:Iteration 56Q (201485.330000 sec): 3 clusters
  Score: Raw -13900228.484965 + Penalty 3899.002450 = -13896329.482516
  nChanged 32
		SP:Iteration 57Q (201486.080000 sec): 3 clusters
  Score: Raw -13900233.316675 + Penalty 3899.002450 = -13896334.314226
  nChanged 25
		SP:Iteration 58Q (201486.800000 sec): 3 clusters
  Score: Raw -13900237.473129 + Penalty 3899.002450 = -13896338.470680
  nChanged 26
		SP:Iteration 59Q (201487.520000 sec): 3 clusters
  Score: Raw -13900241.400996 + Penalty 3899.002450 = -13896342.398547
  nChanged 23
		SP:Iteration 60F (201488.260000 sec): 3 clusters
  Score: Raw -13900247.960224 + Penalty 3899.002450 = -13896348.957775
  nChanged 27
		SP:Iteration 61Q (201488.920000 sec): 3 clusters
  Score: Raw -13900252.662903 + Penalty 3899.002450 = -13896353.660453
  nChanged 22
		SP:Iteration 62Q (201489.720000 sec): 3 clusters
  Score: Raw -13900255.918600 + Penalty 3899.002450 = -13896356.916150
  nChanged 23
		SP:Iteration 63Q (201490.400000 sec): 3 clusters
  Score: Raw -13900259.348665 + Penalty 3899.002450 = -13896360.346215
  nChanged 20
		SP:Iteration 64Q (201491.070000 sec): 3 clusters
  Score: Raw -13900262.412949 + Penalty 3899.002450 = -13896363.410500
  nChanged 19
		SP:Iteration 65Q (201491.820000 sec): 3 clusters
  Score: Raw -13900264.721372 + Penalty 3899.002450 = -13896365.718922
  nChanged 19
		SP:Iteration 66Q (201492.570000 sec): 3 clusters
  Score: Raw -13900268.048778 + Penalty 3899.002450 = -13896369.046329
  nChanged 20
		SP:Iteration 67Q (201493.290000 sec): 3 clusters
  Score: Raw -13900271.701495 + Penalty 3899.002450 = -13896372.699045
  nChanged 28
		SP:Iteration 68Q (201494.080000 sec): 3 clusters
  Score: Raw -13900276.512187 + Penalty 3899.002450 = -13896377.509738
  nChanged 22
		SP:Iteration 69Q (201494.860000 sec): 3 clusters
  Score: Raw -13900279.701644 + Penalty 3899.002450 = -13896380.699195
  nChanged 17
		SP:Iteration 70Q (201495.600000 sec): 3 clusters
  Score: Raw -13900281.266640 + Penalty 3899.002450 = -13896382.264191
  nChanged 10
		SP:Iteration 71Q (201496.350000 sec): 3 clusters
  Score: Raw -13900282.264774 + Penalty 3899.002450 = -13896383.262325
  nChanged 11
		SP:Iteration 72Q (201497.100000 sec): 3 clusters
  Score: Raw -13900284.023327 + Penalty 3899.002450 = -13896385.020878
  nChanged 9
		SP:Iteration 73Q (201497.850000 sec): 3 clusters
  Score: Raw -13900285.226345 + Penalty 3899.002450 = -13896386.223895
  nChanged 8
		SP:Iteration 74Q (201498.570000 sec): 3 clusters
  Score: Raw -13900286.272725 + Penalty 3899.002450 = -13896387.270276
  nChanged 7
		SP:Iteration 75Q (201499.280000 sec): 3 clusters
  Score: Raw -13900287.235947 + Penalty 3899.002450 = -13896388.233498
  nChanged 9
		SP:Iteration 76Q (201500.120000 sec): 3 clusters
  Score: Raw -13900288.396225 + Penalty 3899.002450 = -13896389.393775
  nChanged 12
		SP:Iteration 77Q (201500.870000 sec): 3 clusters
  Score: Raw -13900289.600471 + Penalty 3899.002450 = -13896390.598021
  nChanged 6
		SP:Iteration 78Q (201501.660000 sec): 3 clusters
  Score: Raw -13900290.036393 + Penalty 3899.002450 = -13896391.033943
  nChanged 5
		SP:Iteration 79Q (201502.430000 sec): 3 clusters
  Score: Raw -13900290.809295 + Penalty 3899.002450 = -13896391.806846
  nChanged 3
		SP:Iteration 80F (201503.280000 sec): 3 clusters
  Score: Raw -13900291.058962 + Penalty 3899.002450 = -13896392.056512
  nChanged 3
		SP:Iteration 81Q (201504.090000 sec): 3 clusters
  Score: Raw -13900291.438747 + Penalty 3899.002450 = -13896392.436297
  nChanged 3
		SP:Iteration 82Q (201504.900000 sec): 3 clusters
  Score: Raw -13900291.843339 + Penalty 3899.002450 = -13896392.840889
  nChanged 7
		SP:Iteration 83Q (201505.590000 sec): 3 clusters
  Score: Raw -13900292.381768 + Penalty 3899.002450 = -13896393.379319
  nChanged 4
		SP:Iteration 84Q (201506.350000 sec): 3 clusters
  Score: Raw -13900293.214791 + Penalty 3899.002450 = -13896394.212342
  nChanged 10
		SP:Iteration 85Q (201507.170000 sec): 3 clusters
  Score: Raw -13900294.307261 + Penalty 3899.002450 = -13896395.304812
  nChanged 9
		SP:Iteration 86Q (201507.990000 sec): 3 clusters
  Score: Raw -13900295.081680 + Penalty 3899.002450 = -13896396.079230
  nChanged 8
		SP:Iteration 87Q (201508.750000 sec): 3 clusters
  Score: Raw -13900296.204161 + Penalty 3899.002450 = -13896397.201712
  nChanged 11
		SP:Iteration 88Q (201509.520000 sec): 3 clusters
  Score: Raw -13900297.373615 + Penalty 3899.002450 = -13896398.371166
  nChanged 13
		SP:Iteration 89Q (201510.320000 sec): 3 clusters
  Score: Raw -13900298.754962 + Penalty 3899.002450 = -13896399.752512
  nChanged 14
		SP:Iteration 90Q (201511.120000 sec): 3 clusters
  Score: Raw -13900300.041922 + Penalty 3899.002450 = -13896401.039473
  nChanged 8
		SP:Iteration 91Q (201511.850000 sec): 3 clusters
  Score: Raw -13900301.030671 + Penalty 3899.002450 = -13896402.028221
  nChanged 9
		SP:Iteration 92Q (201512.630000 sec): 3 clusters
  Score: Raw -13900301.928762 + Penalty 3899.002450 = -13896402.926312
  nChanged 9
		SP:Iteration 93Q (201513.440000 sec): 3 clusters
  Score: Raw -13900302.841675 + Penalty 3899.002450 = -13896403.839226
  nChanged 12
		SP:Iteration 94Q (201514.210000 sec): 3 clusters
  Score: Raw -13900304.425372 + Penalty 3899.002450 = -13896405.422923
  nChanged 17
		SP:Iteration 95Q (201514.900000 sec): 3 clusters
  Score: Raw -13900306.607817 + Penalty 3899.002450 = -13896407.605367
  nChanged 12
		SP:Iteration 96Q (201515.800000 sec): 3 clusters
  Score: Raw -13900307.827418 + Penalty 3899.002450 = -13896408.824968
  nChanged 13
		SP:Iteration 97Q (201516.620000 sec): 3 clusters
  Score: Raw -13900309.540181 + Penalty 3899.002450 = -13896410.537731
  nChanged 10
		SP:Iteration 98Q (201517.330000 sec): 3 clusters
  Score: Raw -13900310.811922 + Penalty 3899.002450 = -13896411.809472
  nChanged 8
		SP:Iteration 99Q (201518.080000 sec): 3 clusters
  Score: Raw -13900311.823853 + Penalty 3899.002450 = -13896412.821403
  nChanged 9
		SP:Iteration 100F (201518.930000 sec): 3 clusters
  Score: Raw -13900312.958890 + Penalty 3899.002450 = -13896413.956441
  nChanged 8
		SP:Iteration 101Q (201519.800000 sec): 3 clusters
  Score: Raw -13900313.603773 + Penalty 3899.002450 = -13896414.601323
  nChanged 6
		SP:Iteration 102Q (201520.580000 sec): 3 clusters
  Score: Raw -13900314.290404 + Penalty 3899.002450 = -13896415.287954
  nChanged 6
		SP:Iteration 103Q (201521.500000 sec): 3 clusters
  Score: Raw -13900315.094782 + Penalty 3899.002450 = -13896416.092333
  nChanged 4
		SP:Iteration 104Q (201522.360000 sec): 3 clusters
  Score: Raw -13900315.560077 + Penalty 3899.002450 = -13896416.557627
  nChanged 5
		SP:Iteration 105Q (201523.140000 sec): 3 clusters
  Score: Raw -13900316.018523 + Penalty 3899.002450 = -13896417.016073
  nChanged 3
		SP:Iteration 106Q (201524.020000 sec): 3 clusters
  Score: Raw -13900316.196305 + Penalty 3899.002450 = -13896417.193855
  nChanged 3
		SP:Iteration 107Q (201524.860000 sec): 3 clusters
  Score: Raw -13900316.371779 + Penalty 3899.002450 = -13896417.369330
  nChanged 4
		SP:Iteration 108Q (201525.730000 sec): 3 clusters
  Score: Raw -13900316.649245 + Penalty 3899.002450 = -13896417.646795
  nChanged 1
		SP:Iteration 109Q (201526.490000 sec): 3 clusters
  Score: Raw -13900316.669542 + Penalty 3899.002450 = -13896417.667093
  nChanged 0
		SP:Iteration 110F (201527.340000 sec): 3 clusters
  Score: Raw -13900316.669542 + Penalty 3899.002450 = -13896417.667093
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 6 (4410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201527.490000 sec): 2 clusters
  Score: Raw -372854.602167 + Penalty 1363.639870 = -371490.962297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201527.750000 sec): 3 clusters
  Score: Raw -370629.335299 + Penalty 2727.279740 = -367902.055559
  nChanged 1746
		SP:Iteration 1F (201527.950000 sec): 3 clusters
  Score: Raw -371636.187939 + Penalty 2727.279740 = -368908.908199
  nChanged 304
		SP:Iteration 2F (201528.140000 sec): 3 clusters
  Score: Raw -371818.076956 + Penalty 2727.279740 = -369090.797216
  nChanged 243
		SP:Iteration 3F (201528.350000 sec): 3 clusters
  Score: Raw -371956.026253 + Penalty 2727.279740 = -369228.746513
  nChanged 190
		SP:Iteration 4Q (201528.530000 sec): 3 clusters
  Score: Raw -372062.350701 + Penalty 2727.279740 = -369335.070961
  nChanged 149
		SP:Iteration 5Q (201528.780000 sec): 3 clusters
  Score: Raw -372136.031710 + Penalty 2727.279740 = -369408.751970
  nChanged 148
		SP:Iteration 6Q (201528.980000 sec): 3 clusters
  Score: Raw -372217.693678 + Penalty 2727.279740 = -369490.413938
  nChanged 126
		SP:Iteration 7Q (201529.110000 sec): 3 clusters
  Score: Raw -372278.407610 + Penalty 2727.279740 = -369551.127871
  nChanged 113
		SP:Iteration 8Q (201529.320000 sec): 3 clusters
  Score: Raw -372326.935094 + Penalty 2727.279740 = -369599.655354
  nChanged 89
		SP:Iteration 9Q (201529.550000 sec): 3 clusters
  Score: Raw -372363.037840 + Penalty 2727.279740 = -369635.758100
  nChanged 77
		SP:Iteration 10Q (201529.700000 sec): 3 clusters
  Score: Raw -372393.656447 + Penalty 2727.279740 = -369666.376707
  nChanged 72
		SP:Iteration 11Q (201529.900000 sec): 3 clusters
  Score: Raw -372421.628386 + Penalty 2727.279740 = -369694.348646
  nChanged 64
		SP:Iteration 12Q (201530.110000 sec): 3 clusters
  Score: Raw -372447.188927 + Penalty 2727.279740 = -369719.909187
  nChanged 65
		SP:Iteration 13Q (201530.270000 sec): 3 clusters
  Score: Raw -372465.922798 + Penalty 2727.279740 = -369738.643058
  nChanged 56
		SP:Iteration 14Q (201530.500000 sec): 3 clusters
  Score: Raw -372485.672468 + Penalty 2727.279740 = -369758.392728
  nChanged 44
		SP:Iteration 15Q (201530.760000 sec): 3 clusters
  Score: Raw -372501.291504 + Penalty 2727.279740 = -369774.011765
  nChanged 41
		SP:Iteration 16Q (201530.910000 sec): 3 clusters
  Score: Raw -372514.716947 + Penalty 2727.279740 = -369787.437207
  nChanged 44
		SP:Iteration 17Q (201531.090000 sec): 3 clusters
  Score: Raw -372529.935016 + Penalty 2727.279740 = -369802.655277
  nChanged 34
		SP:Iteration 18Q (201531.300000 sec): 3 clusters
  Score: Raw -372540.458232 + Penalty 2727.279740 = -369813.178493
  nChanged 38
		SP:Iteration 19Q (201531.460000 sec): 3 clusters
  Score: Raw -372551.995541 + Penalty 2727.279740 = -369824.715802
  nChanged 36
		SP:Iteration 20F (201531.620000 sec): 3 clusters
  Score: Raw -372560.061386 + Penalty 2727.279740 = -369832.781647
  nChanged 22
		SP:Iteration 21Q (201531.820000 sec): 3 clusters
  Score: Raw -372564.995552 + Penalty 2727.279740 = -369837.715812
  nChanged 17
		SP:Iteration 22Q (201532.060000 sec): 3 clusters
  Score: Raw -372570.044896 + Penalty 2727.279740 = -369842.765156
  nChanged 20
		SP:Iteration 23Q (201532.260000 sec): 3 clusters
  Score: Raw -372575.447447 + Penalty 2727.279740 = -369848.167708
  nChanged 20
		SP:Iteration 24Q (201532.440000 sec): 3 clusters
  Score: Raw -372580.179882 + Penalty 2727.279740 = -369852.900142
  nChanged 18
		SP:Iteration 25Q (201532.630000 sec): 3 clusters
  Score: Raw -372584.365380 + Penalty 2727.279740 = -369857.085640
  nChanged 22
		SP:Iteration 26Q (201532.850000 sec): 3 clusters
  Score: Raw -372590.881096 + Penalty 2727.279740 = -369863.601356
  nChanged 19
		SP:Iteration 27Q (201533.040000 sec): 3 clusters
  Score: Raw -372595.270848 + Penalty 2727.279740 = -369867.991109
  nChanged 10
		SP:Iteration 28Q (201533.240000 sec): 3 clusters
  Score: Raw -372597.582872 + Penalty 2727.279740 = -369870.303132
  nChanged 8
		SP:Iteration 29Q (201533.460000 sec): 3 clusters
  Score: Raw -372599.663312 + Penalty 2727.279740 = -369872.383572
  nChanged 7
		SP:Iteration 30Q (201533.690000 sec): 3 clusters
  Score: Raw -372601.178815 + Penalty 2727.279740 = -369873.899075
  nChanged 10
		SP:Iteration 31Q (201533.880000 sec): 3 clusters
  Score: Raw -372603.011432 + Penalty 2727.279740 = -369875.731692
  nChanged 2
		SP:Iteration 32Q (201534.080000 sec): 3 clusters
  Score: Raw -372603.318067 + Penalty 2727.279740 = -369876.038327
  nChanged 0
		SP:Iteration 33F (201534.290000 sec): 3 clusters
  Score: Raw -372603.318067 + Penalty 2727.279740 = -369876.038327
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 7 (7129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201534.420000 sec): 2 clusters
  Score: Raw -567002.881763 + Penalty 1441.688016 = -565561.193747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201534.620000 sec): 3 clusters
  Score: Raw -563109.708586 + Penalty 2883.376032 = -560226.332554
  nChanged 3008
		SP:Iteration 1F (201534.840000 sec): 3 clusters
  Score: Raw -564870.752763 + Penalty 2883.376032 = -561987.376731
  nChanged 553
		SP:Iteration 2F (201535.040000 sec): 3 clusters
  Score: Raw -565235.136232 + Penalty 2883.376032 = -562351.760201
  nChanged 486
		SP:Iteration 3F (201535.250000 sec): 3 clusters
  Score: Raw -565522.614633 + Penalty 2883.376032 = -562639.238601
  nChanged 415
		SP:Iteration 4F (201535.480000 sec): 3 clusters
  Score: Raw -565800.837995 + Penalty 2883.376032 = -562917.461963
  nChanged 386
		SP:Iteration 5F (201535.690000 sec): 3 clusters
  Score: Raw -566054.721303 + Penalty 2883.376032 = -563171.345271
  nChanged 318
		SP:Iteration 6Q (201535.880000 sec): 3 clusters
  Score: Raw -566254.954414 + Penalty 2883.376032 = -563371.578382
  nChanged 283
		SP:Iteration 7Q (201536.100000 sec): 3 clusters
  Score: Raw -566408.464591 + Penalty 2883.376032 = -563525.088560
  nChanged 261
		SP:Iteration 8Q (201536.330000 sec): 3 clusters
  Score: Raw -566566.103185 + Penalty 2883.376032 = -563682.727153
  nChanged 251
		SP:Iteration 9Q (201536.570000 sec): 3 clusters
  Score: Raw -566708.950693 + Penalty 2883.376032 = -563825.574662
  nChanged 206
		SP:Iteration 10Q (201536.730000 sec): 3 clusters
  Score: Raw -566815.471082 + Penalty 2883.376032 = -563932.095050
  nChanged 185
		SP:Iteration 11Q (201536.970000 sec): 3 clusters
  Score: Raw -566933.821506 + Penalty 2883.376032 = -564050.445475
  nChanged 223
		SP:Iteration 12Q (201537.130000 sec): 3 clusters
  Score: Raw -567076.815932 + Penalty 2883.376032 = -564193.439900
  nChanged 212
		SP:Iteration 13Q (201537.320000 sec): 3 clusters
  Score: Raw -567211.888628 + Penalty 2883.376032 = -564328.512596
  nChanged 225
		SP:Iteration 14Q (201537.490000 sec): 3 clusters
  Score: Raw -567337.248157 + Penalty 2883.376032 = -564453.872126
  nChanged 190
		SP:Iteration 15Q (201537.770000 sec): 3 clusters
  Score: Raw -567458.204379 + Penalty 2883.376032 = -564574.828348
  nChanged 181
		SP:Iteration 16Q (201537.930000 sec): 3 clusters
  Score: Raw -567580.908805 + Penalty 2883.376032 = -564697.532773
  nChanged 166
		SP:Iteration 17Q (201538.120000 sec): 3 clusters
  Score: Raw -567712.022334 + Penalty 2883.376032 = -564828.646303
  nChanged 147
		SP:Iteration 18Q (201538.330000 sec): 3 clusters
  Score: Raw -567819.527343 + Penalty 2883.376032 = -564936.151311
  nChanged 120
		SP:Iteration 19Q (201538.520000 sec): 3 clusters
  Score: Raw -567908.332419 + Penalty 2883.376032 = -565024.956388
  nChanged 90
		SP:Iteration 20F (201538.720000 sec): 3 clusters
  Score: Raw -567965.004753 + Penalty 2883.376032 = -565081.628721
  nChanged 84
		SP:Iteration 21Q (201538.930000 sec): 3 clusters
  Score: Raw -568009.565156 + Penalty 2883.376032 = -565126.189124
  nChanged 63
		SP:Iteration 22Q (201539.150000 sec): 3 clusters
  Score: Raw -568039.939483 + Penalty 2883.376032 = -565156.563451
  nChanged 57
		SP:Iteration 23Q (201539.370000 sec): 3 clusters
  Score: Raw -568062.726278 + Penalty 2883.376032 = -565179.350247
  nChanged 46
		SP:Iteration 24Q (201539.550000 sec): 3 clusters
  Score: Raw -568080.471153 + Penalty 2883.376032 = -565197.095122
  nChanged 33
		SP:Iteration 25Q (201539.730000 sec): 3 clusters
  Score: Raw -568095.891525 + Penalty 2883.376032 = -565212.515493
  nChanged 35
		SP:Iteration 26Q (201539.950000 sec): 3 clusters
  Score: Raw -568118.347476 + Penalty 2883.376032 = -565234.971444
  nChanged 39
		SP:Iteration 27Q (201540.180000 sec): 3 clusters
  Score: Raw -568136.096169 + Penalty 2883.376032 = -565252.720137
  nChanged 46
		SP:Iteration 28Q (201540.400000 sec): 3 clusters
  Score: Raw -568158.253787 + Penalty 2883.376032 = -565274.877755
  nChanged 38
		SP:Iteration 29Q (201540.630000 sec): 3 clusters
  Score: Raw -568173.001731 + Penalty 2883.376032 = -565289.625699
  nChanged 36
		SP:Iteration 30Q (201540.920000 sec): 3 clusters
  Score: Raw -568185.851266 + Penalty 2883.376032 = -565302.475234
  nChanged 29
		SP:Iteration 31Q (201541.130000 sec): 3 clusters
  Score: Raw -568194.534522 + Penalty 2883.376032 = -565311.158491
  nChanged 25
		SP:Iteration 32Q (201541.400000 sec): 3 clusters
  Score: Raw -568203.652636 + Penalty 2883.376032 = -565320.276604
  nChanged 19
		SP:Iteration 33Q (201541.610000 sec): 3 clusters
  Score: Raw -568209.029801 + Penalty 2883.376032 = -565325.653770
  nChanged 18
		SP:Iteration 34Q (201541.790000 sec): 3 clusters
  Score: Raw -568213.425842 + Penalty 2883.376032 = -565330.049810
  nChanged 13
		SP:Iteration 35Q (201542.010000 sec): 3 clusters
  Score: Raw -568216.607065 + Penalty 2883.376032 = -565333.231033
  nChanged 13
		SP:Iteration 36Q (201542.230000 sec): 3 clusters
  Score: Raw -568218.963793 + Penalty 2883.376032 = -565335.587761
  nChanged 3
		SP:Iteration 37Q (201542.450000 sec): 3 clusters
  Score: Raw -568219.384427 + Penalty 2883.376032 = -565336.008396
  nChanged 1
		SP:Iteration 38Q (201542.690000 sec): 3 clusters
  Score: Raw -568219.451280 + Penalty 2883.376032 = -565336.075248
  nChanged 1
		SP:Iteration 39Q (201542.940000 sec): 3 clusters
  Score: Raw -568219.767795 + Penalty 2883.376032 = -565336.391764
  nChanged 2
		SP:Iteration 40F (201543.140000 sec): 3 clusters
  Score: Raw -568220.174838 + Penalty 2883.376032 = -565336.798806
  nChanged 1
		SP:Iteration 41Q (201543.350000 sec): 3 clusters
  Score: Raw -568220.363540 + Penalty 2883.376032 = -565336.987508
  nChanged 4
		SP:Iteration 42Q (201543.610000 sec): 3 clusters
  Score: Raw -568221.208820 + Penalty 2883.376032 = -565337.832788
  nChanged 2
		SP:Iteration 43Q (201543.830000 sec): 3 clusters
  Score: Raw -568221.667442 + Penalty 2883.376032 = -565338.291410
  nChanged 1
		SP:Iteration 44Q (201544.060000 sec): 3 clusters
  Score: Raw -568221.792634 + Penalty 2883.376032 = -565338.416602
  nChanged 0
		SP:Iteration 45F (201544.250000 sec): 3 clusters
  Score: Raw -568221.792634 + Penalty 2883.376032 = -565338.416602
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 8 (1647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201544.390000 sec): 2 clusters
  Score: Raw -138214.014870 + Penalty 1203.590494 = -137010.424376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201544.610000 sec): 3 clusters
  Score: Raw -137554.931343 + Penalty 2407.180987 = -135147.750356
  nChanged 551
		SP:Iteration 1F (201544.790000 sec): 3 clusters
  Score: Raw -137948.401484 + Penalty 2407.180987 = -135541.220497
  nChanged 133
		SP:Iteration 2F (201545.000000 sec): 3 clusters
  Score: Raw -138052.695307 + Penalty 2407.180987 = -135645.514320
  nChanged 58
		SP:Iteration 3Q (201545.210000 sec): 3 clusters
  Score: Raw -138089.411024 + Penalty 2407.180987 = -135682.230037
  nChanged 32
		SP:Iteration 4Q (201545.350000 sec): 3 clusters
  Score: Raw -138108.011404 + Penalty 2407.180987 = -135700.830417
  nChanged 23
		SP:Iteration 5Q (201545.550000 sec): 3 clusters
  Score: Raw -138121.973211 + Penalty 2407.180987 = -135714.792223
  nChanged 23
		SP:Iteration 6Q (201545.790000 sec): 3 clusters
  Score: Raw -138137.772769 + Penalty 2407.180987 = -135730.591782
  nChanged 18
		SP:Iteration 7Q (201545.930000 sec): 3 clusters
  Score: Raw -138149.212268 + Penalty 2407.180987 = -135742.031281
  nChanged 16
		SP:Iteration 8Q (201546.160000 sec): 3 clusters
  Score: Raw -138157.756147 + Penalty 2407.180987 = -135750.575159
  nChanged 21
		SP:Iteration 9Q (201546.330000 sec): 3 clusters
  Score: Raw -138170.860715 + Penalty 2407.180987 = -135763.679727
  nChanged 19
		SP:Iteration 10Q (201546.570000 sec): 3 clusters
  Score: Raw -138179.525591 + Penalty 2407.180987 = -135772.344604
  nChanged 10
		SP:Iteration 11Q (201546.720000 sec): 3 clusters
  Score: Raw -138185.026314 + Penalty 2407.180987 = -135777.845326
  nChanged 6
		SP:Iteration 12Q (201546.910000 sec): 3 clusters
  Score: Raw -138187.729460 + Penalty 2407.180987 = -135780.548473
  nChanged 5
		SP:Iteration 13Q (201547.110000 sec): 3 clusters
  Score: Raw -138189.529517 + Penalty 2407.180987 = -135782.348530
  nChanged 3
		SP:Iteration 14Q (201547.280000 sec): 3 clusters
  Score: Raw -138190.637521 + Penalty 2407.180987 = -135783.456534
  nChanged 3
		SP:Iteration 15Q (201547.450000 sec): 3 clusters
  Score: Raw -138192.201793 + Penalty 2407.180987 = -135785.020805
  nChanged 0
		SP:Iteration 16F (201547.650000 sec): 3 clusters
  Score: Raw -138192.201793 + Penalty 2407.180987 = -135785.020805
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 9 (9283 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201547.780000 sec): 2 clusters
  Score: Raw -800916.851472 + Penalty 1484.590258 = -799432.261214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201548.010000 sec): 3 clusters
  Score: Raw -795609.741077 + Penalty 2969.180516 = -792640.560561
  nChanged 3965
		SP:Iteration 1F (201548.220000 sec): 3 clusters
  Score: Raw -797780.562911 + Penalty 2969.180516 = -794811.382395
  nChanged 612
		SP:Iteration 2F (201548.460000 sec): 3 clusters
  Score: Raw -798089.236812 + Penalty 2969.180516 = -795120.056296
  nChanged 527
		SP:Iteration 3F (201548.700000 sec): 3 clusters
  Score: Raw -798357.789967 + Penalty 2969.180516 = -795388.609451
  nChanged 475
		SP:Iteration 4F (201548.930000 sec): 3 clusters
  Score: Raw -798602.571156 + Penalty 2969.180516 = -795633.390640
  nChanged 431
		SP:Iteration 5Q (201549.210000 sec): 3 clusters
  Score: Raw -798828.618937 + Penalty 2969.180516 = -795859.438421
  nChanged 430
		SP:Iteration 6Q (201549.400000 sec): 3 clusters
  Score: Raw -799056.759439 + Penalty 2969.180516 = -796087.578923
  nChanged 421
		SP:Iteration 7Q (201549.660000 sec): 3 clusters
  Score: Raw -799291.040201 + Penalty 2969.180516 = -796321.859685
  nChanged 409
		SP:Iteration 8Q (201549.910000 sec): 3 clusters
  Score: Raw -799509.035740 + Penalty 2969.180516 = -796539.855224
  nChanged 381
		SP:Iteration 9Q (201550.090000 sec): 3 clusters
  Score: Raw -799709.145897 + Penalty 2969.180516 = -796739.965381
  nChanged 322
		SP:Iteration 10Q (201550.310000 sec): 3 clusters
  Score: Raw -799860.423422 + Penalty 2969.180516 = -796891.242906
  nChanged 292
		SP:Iteration 11Q (201550.550000 sec): 3 clusters
  Score: Raw -799988.087359 + Penalty 2969.180516 = -797018.906842
  nChanged 256
		SP:Iteration 12Q (201550.860000 sec): 3 clusters
  Score: Raw -800091.803103 + Penalty 2969.180516 = -797122.622587
  nChanged 218
		SP:Iteration 13Q (201551.140000 sec): 3 clusters
  Score: Raw -800184.023869 + Penalty 2969.180516 = -797214.843353
  nChanged 197
		SP:Iteration 14Q (201551.410000 sec): 3 clusters
  Score: Raw -800272.417663 + Penalty 2969.180516 = -797303.237146
  nChanged 189
		SP:Iteration 15Q (201551.610000 sec): 3 clusters
  Score: Raw -800346.319358 + Penalty 2969.180516 = -797377.138842
  nChanged 168
		SP:Iteration 16Q (201551.870000 sec): 3 clusters
  Score: Raw -800408.306239 + Penalty 2969.180516 = -797439.125723
  nChanged 176
		SP:Iteration 17Q (201552.130000 sec): 3 clusters
  Score: Raw -800466.150345 + Penalty 2969.180516 = -797496.969829
  nChanged 150
		SP:Iteration 18Q (201552.340000 sec): 3 clusters
  Score: Raw -800516.735397 + Penalty 2969.180516 = -797547.554881
  nChanged 143
		SP:Iteration 19Q (201552.590000 sec): 3 clusters
  Score: Raw -800563.724727 + Penalty 2969.180516 = -797594.544210
  nChanged 143
		SP:Iteration 20F (201552.850000 sec): 3 clusters
  Score: Raw -800607.677634 + Penalty 2969.180516 = -797638.497117
  nChanged 121
		SP:Iteration 21Q (201553.110000 sec): 3 clusters
  Score: Raw -800642.322711 + Penalty 2969.180516 = -797673.142195
  nChanged 110
		SP:Iteration 22Q (201553.330000 sec): 3 clusters
  Score: Raw -800671.297919 + Penalty 2969.180516 = -797702.117403
  nChanged 94
		SP:Iteration 23Q (201553.570000 sec): 3 clusters
  Score: Raw -800695.217718 + Penalty 2969.180516 = -797726.037202
  nChanged 84
		SP:Iteration 24Q (201553.800000 sec): 3 clusters
  Score: Raw -800716.553450 + Penalty 2969.180516 = -797747.372934
  nChanged 80
		SP:Iteration 25Q (201554.030000 sec): 3 clusters
  Score: Raw -800735.641401 + Penalty 2969.180516 = -797766.460885
  nChanged 87
		SP:Iteration 26Q (201554.290000 sec): 3 clusters
  Score: Raw -800756.599742 + Penalty 2969.180516 = -797787.419226
  nChanged 81
		SP:Iteration 27Q (201554.490000 sec): 3 clusters
  Score: Raw -800778.335580 + Penalty 2969.180516 = -797809.155064
  nChanged 89
		SP:Iteration 28Q (201554.790000 sec): 3 clusters
  Score: Raw -800800.310865 + Penalty 2969.180516 = -797831.130349
  nChanged 81
		SP:Iteration 29Q (201554.990000 sec): 3 clusters
  Score: Raw -800820.371494 + Penalty 2969.180516 = -797851.190978
  nChanged 68
		SP:Iteration 30Q (201555.210000 sec): 3 clusters
  Score: Raw -800840.343393 + Penalty 2969.180516 = -797871.162877
  nChanged 84
		SP:Iteration 31Q (201555.440000 sec): 3 clusters
  Score: Raw -800868.456029 + Penalty 2969.180516 = -797899.275513
  nChanged 91
		SP:Iteration 32Q (201555.700000 sec): 3 clusters
  Score: Raw -800893.737141 + Penalty 2969.180516 = -797924.556625
  nChanged 88
		SP:Iteration 33Q (201555.870000 sec): 3 clusters
  Score: Raw -800917.821877 + Penalty 2969.180516 = -797948.641361
  nChanged 86
		SP:Iteration 34Q (201556.100000 sec): 3 clusters
  Score: Raw -800944.365170 + Penalty 2969.180516 = -797975.184654
  nChanged 81
		SP:Iteration 35Q (201556.370000 sec): 3 clusters
  Score: Raw -800968.880396 + Penalty 2969.180516 = -797999.699880
  nChanged 71
		SP:Iteration 36Q (201556.600000 sec): 3 clusters
  Score: Raw -800989.109494 + Penalty 2969.180516 = -798019.928978
  nChanged 64
		SP:Iteration 37Q (201556.790000 sec): 3 clusters
  Score: Raw -801007.599271 + Penalty 2969.180516 = -798038.418755
  nChanged 61
		SP:Iteration 38Q (201557.020000 sec): 3 clusters
  Score: Raw -801026.052992 + Penalty 2969.180516 = -798056.872476
  nChanged 55
		SP:Iteration 39Q (201557.230000 sec): 3 clusters
  Score: Raw -801044.805364 + Penalty 2969.180516 = -798075.624848
  nChanged 61
		SP:Iteration 40F (201557.410000 sec): 3 clusters
  Score: Raw -801067.493971 + Penalty 2969.180516 = -798098.313455
  nChanged 57
		SP:Iteration 41Q (201557.600000 sec): 3 clusters
  Score: Raw -801088.604609 + Penalty 2969.180516 = -798119.424093
  nChanged 50
		SP:Iteration 42Q (201557.760000 sec): 3 clusters
  Score: Raw -801107.661341 + Penalty 2969.180516 = -798138.480825
  nChanged 53
		SP:Iteration 43Q (201557.970000 sec): 3 clusters
  Score: Raw -801124.974967 + Penalty 2969.180516 = -798155.794451
  nChanged 42
		SP:Iteration 44Q (201558.180000 sec): 3 clusters
  Score: Raw -801136.001946 + Penalty 2969.180516 = -798166.821430
  nChanged 41
		SP:Iteration 45Q (201558.390000 sec): 3 clusters
  Score: Raw -801145.822673 + Penalty 2969.180516 = -798176.642157
  nChanged 25
		SP:Iteration 46Q (201558.590000 sec): 3 clusters
  Score: Raw -801151.859961 + Penalty 2969.180516 = -798182.679445
  nChanged 27
		SP:Iteration 47Q (201558.840000 sec): 3 clusters
  Score: Raw -801159.050843 + Penalty 2969.180516 = -798189.870327
  nChanged 24
		SP:Iteration 48Q (201559.020000 sec): 3 clusters
  Score: Raw -801166.281804 + Penalty 2969.180516 = -798197.101288
  nChanged 25
		SP:Iteration 49Q (201559.230000 sec): 3 clusters
  Score: Raw -801173.315001 + Penalty 2969.180516 = -798204.134485
  nChanged 28
		SP:Iteration 50Q (201559.410000 sec): 3 clusters
  Score: Raw -801182.144577 + Penalty 2969.180516 = -798212.964060
  nChanged 29
		SP:Iteration 51Q (201559.630000 sec): 3 clusters
  Score: Raw -801192.515708 + Penalty 2969.180516 = -798223.335192
  nChanged 34
		SP:Iteration 52Q (201559.870000 sec): 3 clusters
  Score: Raw -801204.585312 + Penalty 2969.180516 = -798235.404795
  nChanged 32
		SP:Iteration 53Q (201560.040000 sec): 3 clusters
  Score: Raw -801216.325430 + Penalty 2969.180516 = -798247.144914
  nChanged 41
		SP:Iteration 54Q (201560.270000 sec): 3 clusters
  Score: Raw -801229.989392 + Penalty 2969.180516 = -798260.808876
  nChanged 27
		SP:Iteration 55Q (201560.500000 sec): 3 clusters
  Score: Raw -801239.263151 + Penalty 2969.180516 = -798270.082635
  nChanged 16
		SP:Iteration 56Q (201560.710000 sec): 3 clusters
  Score: Raw -801246.154162 + Penalty 2969.180516 = -798276.973646
  nChanged 22
		SP:Iteration 57Q (201560.930000 sec): 3 clusters
  Score: Raw -801254.842017 + Penalty 2969.180516 = -798285.661501
  nChanged 27
		SP:Iteration 58Q (201561.170000 sec): 3 clusters
  Score: Raw -801265.594746 + Penalty 2969.180516 = -798296.414230
  nChanged 23
		SP:Iteration 59Q (201561.380000 sec): 3 clusters
  Score: Raw -801273.715291 + Penalty 2969.180516 = -798304.534775
  nChanged 22
		SP:Iteration 60F (201561.670000 sec): 3 clusters
  Score: Raw -801282.135835 + Penalty 2969.180516 = -798312.955318
  nChanged 24
		SP:Iteration 61Q (201561.860000 sec): 3 clusters
  Score: Raw -801290.957274 + Penalty 2969.180516 = -798321.776758
  nChanged 16
		SP:Iteration 62Q (201562.090000 sec): 3 clusters
  Score: Raw -801297.197602 + Penalty 2969.180516 = -798328.017086
  nChanged 10
		SP:Iteration 63Q (201562.270000 sec): 3 clusters
  Score: Raw -801300.404291 + Penalty 2969.180516 = -798331.223775
  nChanged 9
		SP:Iteration 64Q (201562.500000 sec): 3 clusters
  Score: Raw -801302.651157 + Penalty 2969.180516 = -798333.470641
  nChanged 8
		SP:Iteration 65Q (201562.710000 sec): 3 clusters
  Score: Raw -801305.714610 + Penalty 2969.180516 = -798336.534094
  nChanged 4
		SP:Iteration 66Q (201562.970000 sec): 3 clusters
  Score: Raw -801306.910762 + Penalty 2969.180516 = -798337.730246
  nChanged 5
		SP:Iteration 67Q (201563.190000 sec): 3 clusters
  Score: Raw -801309.064101 + Penalty 2969.180516 = -798339.883585
  nChanged 7
		SP:Iteration 68Q (201563.360000 sec): 3 clusters
  Score: Raw -801311.601806 + Penalty 2969.180516 = -798342.421290
  nChanged 7
		SP:Iteration 69Q (201563.600000 sec): 3 clusters
  Score: Raw -801314.034328 + Penalty 2969.180516 = -798344.853812
  nChanged 9
		SP:Iteration 70Q (201563.800000 sec): 3 clusters
  Score: Raw -801316.497652 + Penalty 2969.180516 = -798347.317136
  nChanged 7
		SP:Iteration 71Q (201564.020000 sec): 3 clusters
  Score: Raw -801317.922481 + Penalty 2969.180516 = -798348.741965
  nChanged 8
		SP:Iteration 72Q (201564.190000 sec): 3 clusters
  Score: Raw -801320.200966 + Penalty 2969.180516 = -798351.020449
  nChanged 7
		SP:Iteration 73Q (201564.390000 sec): 3 clusters
  Score: Raw -801321.941200 + Penalty 2969.180516 = -798352.760684
  nChanged 3
		SP:Iteration 74Q (201564.650000 sec): 3 clusters
  Score: Raw -801322.791146 + Penalty 2969.180516 = -798353.610630
  nChanged 2
		SP:Iteration 75Q (201564.850000 sec): 3 clusters
  Score: Raw -801323.243257 + Penalty 2969.180516 = -798354.062741
  nChanged 4
		SP:Iteration 76Q (201565.110000 sec): 3 clusters
  Score: Raw -801324.338988 + Penalty 2969.180516 = -798355.158472
  nChanged 4
		SP:Iteration 77Q (201565.290000 sec): 3 clusters
  Score: Raw -801325.597274 + Penalty 2969.180516 = -798356.416758
  nChanged 5
		SP:Iteration 78Q (201565.520000 sec): 3 clusters
  Score: Raw -801327.430579 + Penalty 2969.180516 = -798358.250063
  nChanged 6
		SP:Iteration 79Q (201565.720000 sec): 3 clusters
  Score: Raw -801329.252639 + Penalty 2969.180516 = -798360.072123
  nChanged 3
		SP:Iteration 80F (201565.940000 sec): 3 clusters
  Score: Raw -801330.645157 + Penalty 2969.180516 = -798361.464641
  nChanged 7
		SP:Iteration 81Q (201566.140000 sec): 3 clusters
  Score: Raw -801333.942348 + Penalty 2969.180516 = -798364.761832
  nChanged 14
		SP:Iteration 82Q (201566.340000 sec): 3 clusters
  Score: Raw -801338.184681 + Penalty 2969.180516 = -798369.004165
  nChanged 6
		SP:Iteration 83Q (201566.550000 sec): 3 clusters
  Score: Raw -801340.637213 + Penalty 2969.180516 = -798371.456697
  nChanged 9
		SP:Iteration 84Q (201566.820000 sec): 3 clusters
  Score: Raw -801343.970799 + Penalty 2969.180516 = -798374.790283
  nChanged 8
		SP:Iteration 85Q (201567.030000 sec): 3 clusters
  Score: Raw -801347.109373 + Penalty 2969.180516 = -798377.928857
  nChanged 9
		SP:Iteration 86Q (201567.220000 sec): 3 clusters
  Score: Raw -801351.063437 + Penalty 2969.180516 = -798381.882921
  nChanged 10
		SP:Iteration 87Q (201567.470000 sec): 3 clusters
  Score: Raw -801355.451369 + Penalty 2969.180516 = -798386.270853
  nChanged 6
		SP:Iteration 88Q (201567.670000 sec): 3 clusters
  Score: Raw -801357.764041 + Penalty 2969.180516 = -798388.583525
  nChanged 4
		SP:Iteration 89Q (201567.910000 sec): 3 clusters
  Score: Raw -801359.157972 + Penalty 2969.180516 = -798389.977456
  nChanged 3
		SP:Iteration 90Q (201568.120000 sec): 3 clusters
  Score: Raw -801360.476437 + Penalty 2969.180516 = -798391.295921
  nChanged 4
		SP:Iteration 91Q (201568.350000 sec): 3 clusters
  Score: Raw -801362.098018 + Penalty 2969.180516 = -798392.917502
  nChanged 4
		SP:Iteration 92Q (201568.570000 sec): 3 clusters
  Score: Raw -801363.266378 + Penalty 2969.180516 = -798394.085862
  nChanged 0
		SP:Iteration 93F (201568.810000 sec): 3 clusters
  Score: Raw -801363.266378 + Penalty 2969.180516 = -798394.085862
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 10 (9856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201568.950000 sec): 2 clusters
  Score: Raw -834137.022563 + Penalty 1494.323299 = -832642.699264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201569.250000 sec): 3 clusters
  Score: Raw -828592.729409 + Penalty 2988.646598 = -825604.082811
  nChanged 4306
		SP:Iteration 1F (201569.470000 sec): 3 clusters
  Score: Raw -830907.499391 + Penalty 2988.646598 = -827918.852793
  nChanged 665
		SP:Iteration 2F (201569.760000 sec): 3 clusters
  Score: Raw -831265.657176 + Penalty 2988.646598 = -828277.010578
  nChanged 626
		SP:Iteration 3F (201569.970000 sec): 3 clusters
  Score: Raw -831643.369010 + Penalty 2988.646598 = -828654.722412
  nChanged 590
		SP:Iteration 4F (201570.220000 sec): 3 clusters
  Score: Raw -831991.775137 + Penalty 2988.646598 = -829003.128539
  nChanged 539
		SP:Iteration 5F (201570.440000 sec): 3 clusters
  Score: Raw -832294.091565 + Penalty 2988.646598 = -829305.444967
  nChanged 511
		SP:Iteration 6F (201570.700000 sec): 3 clusters
  Score: Raw -832594.166785 + Penalty 2988.646598 = -829605.520187
  nChanged 472
		SP:Iteration 7Q (201570.920000 sec): 3 clusters
  Score: Raw -832872.533220 + Penalty 2988.646598 = -829883.886622
  nChanged 437
		SP:Iteration 8Q (201571.190000 sec): 3 clusters
  Score: Raw -833131.653565 + Penalty 2988.646598 = -830143.006967
  nChanged 377
		SP:Iteration 9Q (201571.460000 sec): 3 clusters
  Score: Raw -833371.510096 + Penalty 2988.646598 = -830382.863498
  nChanged 305
		SP:Iteration 10Q (201571.760000 sec): 3 clusters
  Score: Raw -833562.651330 + Penalty 2988.646598 = -830574.004732
  nChanged 248
		SP:Iteration 11Q (201572.000000 sec): 3 clusters
  Score: Raw -833690.424951 + Penalty 2988.646598 = -830701.778353
  nChanged 197
		SP:Iteration 12Q (201572.220000 sec): 3 clusters
  Score: Raw -833787.128680 + Penalty 2988.646598 = -830798.482082
  nChanged 152
		SP:Iteration 13Q (201572.500000 sec): 3 clusters
  Score: Raw -833856.497785 + Penalty 2988.646598 = -830867.851188
  nChanged 115
		SP:Iteration 14Q (201572.710000 sec): 3 clusters
  Score: Raw -833909.794071 + Penalty 2988.646598 = -830921.147473
  nChanged 114
		SP:Iteration 15Q (201572.920000 sec): 3 clusters
  Score: Raw -833963.917188 + Penalty 2988.646598 = -830975.270590
  nChanged 110
		SP:Iteration 16Q (201573.170000 sec): 3 clusters
  Score: Raw -834018.925013 + Penalty 2988.646598 = -831030.278415
  nChanged 95
		SP:Iteration 17Q (201573.380000 sec): 3 clusters
  Score: Raw -834065.320611 + Penalty 2988.646598 = -831076.674014
  nChanged 78
		SP:Iteration 18Q (201573.580000 sec): 3 clusters
  Score: Raw -834109.295149 + Penalty 2988.646598 = -831120.648551
  nChanged 79
		SP:Iteration 19Q (201573.820000 sec): 3 clusters
  Score: Raw -834150.617995 + Penalty 2988.646598 = -831161.971397
  nChanged 83
		SP:Iteration 20F (201574.040000 sec): 3 clusters
  Score: Raw -834187.897039 + Penalty 2988.646598 = -831199.250442
  nChanged 60
		SP:Iteration 21Q (201574.260000 sec): 3 clusters
  Score: Raw -834213.218757 + Penalty 2988.646598 = -831224.572160
  nChanged 54
		SP:Iteration 22Q (201574.440000 sec): 3 clusters
  Score: Raw -834233.017366 + Penalty 2988.646598 = -831244.370768
  nChanged 43
		SP:Iteration 23Q (201574.660000 sec): 3 clusters
  Score: Raw -834254.006162 + Penalty 2988.646598 = -831265.359564
  nChanged 40
		SP:Iteration 24Q (201574.900000 sec): 3 clusters
  Score: Raw -834276.568039 + Penalty 2988.646598 = -831287.921441
  nChanged 37
		SP:Iteration 25Q (201575.120000 sec): 3 clusters
  Score: Raw -834296.193450 + Penalty 2988.646598 = -831307.546853
  nChanged 39
		SP:Iteration 26Q (201575.380000 sec): 3 clusters
  Score: Raw -834318.778614 + Penalty 2988.646598 = -831330.132016
  nChanged 32
		SP:Iteration 27Q (201575.610000 sec): 3 clusters
  Score: Raw -834337.765256 + Penalty 2988.646598 = -831349.118659
  nChanged 25
		SP:Iteration 28Q (201575.860000 sec): 3 clusters
  Score: Raw -834351.875569 + Penalty 2988.646598 = -831363.228972
  nChanged 20
		SP:Iteration 29Q (201576.040000 sec): 3 clusters
  Score: Raw -834366.625205 + Penalty 2988.646598 = -831377.978607
  nChanged 26
		SP:Iteration 30Q (201576.270000 sec): 3 clusters
  Score: Raw -834386.535081 + Penalty 2988.646598 = -831397.888483
  nChanged 23
		SP:Iteration 31Q (201576.480000 sec): 3 clusters
  Score: Raw -834401.189235 + Penalty 2988.646598 = -831412.542637
  nChanged 20
		SP:Iteration 32Q (201576.710000 sec): 3 clusters
  Score: Raw -834415.782336 + Penalty 2988.646598 = -831427.135738
  nChanged 19
		SP:Iteration 33Q (201576.900000 sec): 3 clusters
  Score: Raw -834428.288121 + Penalty 2988.646598 = -831439.641523
  nChanged 8
		SP:Iteration 34Q (201577.160000 sec): 3 clusters
  Score: Raw -834432.348429 + Penalty 2988.646598 = -831443.701831
  nChanged 4
		SP:Iteration 35Q (201577.360000 sec): 3 clusters
  Score: Raw -834435.075045 + Penalty 2988.646598 = -831446.428447
  nChanged 8
		SP:Iteration 36Q (201577.590000 sec): 3 clusters
  Score: Raw -834439.710611 + Penalty 2988.646598 = -831451.064013
  nChanged 5
		SP:Iteration 37Q (201577.850000 sec): 3 clusters
  Score: Raw -834442.340852 + Penalty 2988.646598 = -831453.694254
  nChanged 5
		SP:Iteration 38Q (201578.040000 sec): 3 clusters
  Score: Raw -834444.656831 + Penalty 2988.646598 = -831456.010233
  nChanged 4
		SP:Iteration 39Q (201578.280000 sec): 3 clusters
  Score: Raw -834447.812223 + Penalty 2988.646598 = -831459.165625
  nChanged 4
		SP:Iteration 40F (201578.540000 sec): 3 clusters
  Score: Raw -834450.539460 + Penalty 2988.646598 = -831461.892862
  nChanged 6
		SP:Iteration 41Q (201578.720000 sec): 3 clusters
  Score: Raw -834457.657473 + Penalty 2988.646598 = -831469.010875
  nChanged 8
		SP:Iteration 42Q (201578.970000 sec): 3 clusters
  Score: Raw -834461.514757 + Penalty 2988.646598 = -831472.868159
  nChanged 6
		SP:Iteration 43Q (201579.160000 sec): 3 clusters
  Score: Raw -834464.974334 + Penalty 2988.646598 = -831476.327736
  nChanged 7
		SP:Iteration 44Q (201579.370000 sec): 3 clusters
  Score: Raw -834467.774264 + Penalty 2988.646598 = -831479.127667
  nChanged 5
		SP:Iteration 45Q (201579.610000 sec): 3 clusters
  Score: Raw -834469.798300 + Penalty 2988.646598 = -831481.151702
  nChanged 2
		SP:Iteration 46Q (201579.780000 sec): 3 clusters
  Score: Raw -834470.794693 + Penalty 2988.646598 = -831482.148095
  nChanged 3
		SP:Iteration 47Q (201580.000000 sec): 3 clusters
  Score: Raw -834472.353784 + Penalty 2988.646598 = -831483.707186
  nChanged 1
		SP:Iteration 48Q (201580.260000 sec): 3 clusters
  Score: Raw -834472.592115 + Penalty 2988.646598 = -831483.945517
  nChanged 1
		SP:Iteration 49Q (201580.510000 sec): 3 clusters
  Score: Raw -834473.315530 + Penalty 2988.646598 = -831484.668932
  nChanged 3
		SP:Iteration 50Q (201580.770000 sec): 3 clusters
  Score: Raw -834475.092867 + Penalty 2988.646598 = -831486.446269
  nChanged 4
		SP:Iteration 51Q (201581.020000 sec): 3 clusters
  Score: Raw -834477.586987 + Penalty 2988.646598 = -831488.940389
  nChanged 5
		SP:Iteration 52Q (201581.210000 sec): 3 clusters
  Score: Raw -834484.016527 + Penalty 2988.646598 = -831495.369929
  nChanged 4
		SP:Iteration 53Q (201581.420000 sec): 3 clusters
  Score: Raw -834486.572320 + Penalty 2988.646598 = -831497.925722
  nChanged 8
		SP:Iteration 54Q (201581.670000 sec): 3 clusters
  Score: Raw -834490.244323 + Penalty 2988.646598 = -831501.597725
  nChanged 3
		SP:Iteration 55Q (201581.890000 sec): 3 clusters
  Score: Raw -834492.506517 + Penalty 2988.646598 = -831503.859919
  nChanged 7
		SP:Iteration 56Q (201582.110000 sec): 3 clusters
  Score: Raw -834496.841700 + Penalty 2988.646598 = -831508.195102
  nChanged 4
		SP:Iteration 57Q (201582.350000 sec): 3 clusters
  Score: Raw -834500.810225 + Penalty 2988.646598 = -831512.163628
  nChanged 9
		SP:Iteration 58Q (201582.530000 sec): 3 clusters
  Score: Raw -834508.307851 + Penalty 2988.646598 = -831519.661253
  nChanged 1
		SP:Iteration 59Q (201582.720000 sec): 3 clusters
  Score: Raw -834509.040746 + Penalty 2988.646598 = -831520.394149
  nChanged 2
		SP:Iteration 60F (201582.990000 sec): 3 clusters
  Score: Raw -834510.298167 + Penalty 2988.646598 = -831521.651569
  nChanged 3
		SP:Iteration 61Q (201583.190000 sec): 3 clusters
  Score: Raw -834511.362999 + Penalty 2988.646598 = -831522.716401
  nChanged 1
		SP:Iteration 62Q (201583.430000 sec): 3 clusters
  Score: Raw -834511.936057 + Penalty 2988.646598 = -831523.289459
  nChanged 1
		SP:Iteration 63Q (201583.650000 sec): 3 clusters
  Score: Raw -834513.042325 + Penalty 2988.646598 = -831524.395727
  nChanged 3
		SP:Iteration 64Q (201583.930000 sec): 3 clusters
  Score: Raw -834516.456703 + Penalty 2988.646598 = -831527.810105
  nChanged 4
		SP:Iteration 65Q (201584.140000 sec): 3 clusters
  Score: Raw -834518.749460 + Penalty 2988.646598 = -831530.102862
  nChanged 2
		SP:Iteration 66Q (201584.370000 sec): 3 clusters
  Score: Raw -834519.727183 + Penalty 2988.646598 = -831531.080585
  nChanged 1
		SP:Iteration 67Q (201584.630000 sec): 3 clusters
  Score: Raw -834520.559435 + Penalty 2988.646598 = -831531.912837
  nChanged 0
		SP:Iteration 68F (201584.820000 sec): 3 clusters
  Score: Raw -834520.559435 + Penalty 2988.646598 = -831531.912837
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 11 (243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201584.930000 sec): 2 clusters
  Score: Raw -21336.786912 + Penalty 892.622485 = -20444.164428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201585.140000 sec): 3 clusters
  Score: Raw -21406.874917 + Penalty 1785.244969 = -19621.629948
  nChanged 33
		SP:Iteration 1F (201585.290000 sec): 3 clusters
  Score: Raw -21485.980133 + Penalty 1785.244969 = -19700.735164
  nChanged 8
		SP:Iteration 2Q (201585.500000 sec): 3 clusters
  Score: Raw -21504.672753 + Penalty 1785.244969 = -19719.427784
  nChanged 3
		SP:Iteration 3Q (201585.660000 sec): 3 clusters
  Score: Raw -21513.468622 + Penalty 1785.244969 = -19728.223653
  nChanged 0
		SP:Iteration 4F (201585.850000 sec): 3 clusters
  Score: Raw -21513.468622 + Penalty 1785.244969 = -19728.223653
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 12 (3117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201585.990000 sec): 2 clusters
  Score: Raw -254097.011297 + Penalty 1307.251770 = -252789.759527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201586.180000 sec): 3 clusters
  Score: Raw -252680.980457 + Penalty 2614.503541 = -250066.476916
  nChanged 1183
		SP:Iteration 1F (201586.380000 sec): 3 clusters
  Score: Raw -253487.103388 + Penalty 2614.503541 = -250872.599847
  nChanged 280
		SP:Iteration 2F (201586.520000 sec): 3 clusters
  Score: Raw -253705.746002 + Penalty 2614.503541 = -251091.242461
  nChanged 185
		SP:Iteration 3F (201586.730000 sec): 3 clusters
  Score: Raw -253846.598291 + Penalty 2614.503541 = -251232.094750
  nChanged 141
		SP:Iteration 4Q (201586.910000 sec): 3 clusters
  Score: Raw -253929.703312 + Penalty 2614.503541 = -251315.199772
  nChanged 87
		SP:Iteration 5Q (201587.080000 sec): 3 clusters
  Score: Raw -253977.894740 + Penalty 2614.503541 = -251363.391199
  nChanged 69
		SP:Iteration 6Q (201587.260000 sec): 3 clusters
  Score: Raw -254012.772715 + Penalty 2614.503541 = -251398.269174
  nChanged 60
		SP:Iteration 7Q (201587.490000 sec): 3 clusters
  Score: Raw -254042.220445 + Penalty 2614.503541 = -251427.716904
  nChanged 50
		SP:Iteration 8Q (201587.690000 sec): 3 clusters
  Score: Raw -254066.568428 + Penalty 2614.503541 = -251452.064887
  nChanged 48
		SP:Iteration 9Q (201587.880000 sec): 3 clusters
  Score: Raw -254088.288276 + Penalty 2614.503541 = -251473.784735
  nChanged 30
		SP:Iteration 10Q (201588.080000 sec): 3 clusters
  Score: Raw -254102.500098 + Penalty 2614.503541 = -251487.996557
  nChanged 27
		SP:Iteration 11Q (201588.290000 sec): 3 clusters
  Score: Raw -254121.373989 + Penalty 2614.503541 = -251506.870448
  nChanged 39
		SP:Iteration 12Q (201588.480000 sec): 3 clusters
  Score: Raw -254141.740266 + Penalty 2614.503541 = -251527.236726
  nChanged 31
		SP:Iteration 13Q (201588.650000 sec): 3 clusters
  Score: Raw -254154.066797 + Penalty 2614.503541 = -251539.563256
  nChanged 21
		SP:Iteration 14Q (201588.840000 sec): 3 clusters
  Score: Raw -254160.481208 + Penalty 2614.503541 = -251545.977667
  nChanged 17
		SP:Iteration 15Q (201589.040000 sec): 3 clusters
  Score: Raw -254166.865115 + Penalty 2614.503541 = -251552.361574
  nChanged 9
		SP:Iteration 16Q (201589.210000 sec): 3 clusters
  Score: Raw -254170.857272 + Penalty 2614.503541 = -251556.353731
  nChanged 9
		SP:Iteration 17Q (201589.440000 sec): 3 clusters
  Score: Raw -254173.955964 + Penalty 2614.503541 = -251559.452423
  nChanged 8
		SP:Iteration 18Q (201589.630000 sec): 3 clusters
  Score: Raw -254176.476382 + Penalty 2614.503541 = -251561.972841
  nChanged 8
		SP:Iteration 19Q (201589.820000 sec): 3 clusters
  Score: Raw -254177.735674 + Penalty 2614.503541 = -251563.232133
  nChanged 6
		SP:Iteration 20F (201590.060000 sec): 3 clusters
  Score: Raw -254179.005257 + Penalty 2614.503541 = -251564.501716
  nChanged 4
		SP:Iteration 21Q (201590.200000 sec): 3 clusters
  Score: Raw -254180.366716 + Penalty 2614.503541 = -251565.863176
  nChanged 5
		SP:Iteration 22Q (201590.410000 sec): 3 clusters
  Score: Raw -254181.890158 + Penalty 2614.503541 = -251567.386617
  nChanged 2
		SP:Iteration 23Q (201590.580000 sec): 3 clusters
  Score: Raw -254182.850865 + Penalty 2614.503541 = -251568.347324
  nChanged 0
		SP:Iteration 24F (201590.800000 sec): 3 clusters
  Score: Raw -254182.850865 + Penalty 2614.503541 = -251568.347324
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 13 (43094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201591.080000 sec): 2 clusters
  Score: Raw -3824665.016738 + Penalty 1734.060096 = -3822930.956642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201591.480000 sec): 3 clusters
  Score: Raw -3797485.596545 + Penalty 3468.120193 = -3794017.476353
  nChanged 20250
		SP:Iteration 1F (201591.840000 sec): 3 clusters
  Score: Raw -3808803.350862 + Penalty 3468.120193 = -3805335.230669
  nChanged 1685
		SP:Iteration 2Q (201592.200000 sec): 3 clusters
  Score: Raw -3809282.219874 + Penalty 3468.120193 = -3805814.099681
  nChanged 1705
		SP:Iteration 3Q (201592.580000 sec): 3 clusters
  Score: Raw -3809791.107300 + Penalty 3468.120193 = -3806322.987107
  nChanged 1717
		SP:Iteration 4Q (201592.900000 sec): 3 clusters
  Score: Raw -3810383.288101 + Penalty 3468.120193 = -3806915.167908
  nChanged 1797
		SP:Iteration 5Q (201593.310000 sec): 3 clusters
  Score: Raw -3811041.959466 + Penalty 3468.120193 = -3807573.839273
  nChanged 1833
		SP:Iteration 6Q (201593.740000 sec): 3 clusters
  Score: Raw -3811800.179054 + Penalty 3468.120193 = -3808332.058861
  nChanged 1909
		SP:Iteration 7Q (201594.160000 sec): 3 clusters
  Score: Raw -3812623.561853 + Penalty 3468.120193 = -3809155.441660
  nChanged 1889
		SP:Iteration 8Q (201594.540000 sec): 3 clusters
  Score: Raw -3813438.004412 + Penalty 3468.120193 = -3809969.884219
  nChanged 1890
		SP:Iteration 9Q (201594.930000 sec): 3 clusters
  Score: Raw -3814236.822940 + Penalty 3468.120193 = -3810768.702747
  nChanged 1823
		SP:Iteration 10Q (201595.340000 sec): 3 clusters
  Score: Raw -3815018.540606 + Penalty 3468.120193 = -3811550.420413
  nChanged 1764
		SP:Iteration 11Q (201595.720000 sec): 3 clusters
  Score: Raw -3815831.617464 + Penalty 3468.120193 = -3812363.497271
  nChanged 1731
		SP:Iteration 12Q (201596.050000 sec): 3 clusters
  Score: Raw -3816624.422092 + Penalty 3468.120193 = -3813156.301899
  nChanged 1687
		SP:Iteration 13Q (201596.430000 sec): 3 clusters
  Score: Raw -3817414.764968 + Penalty 3468.120193 = -3813946.644775
  nChanged 1600
		SP:Iteration 14Q (201596.780000 sec): 3 clusters
  Score: Raw -3818177.540720 + Penalty 3468.120193 = -3814709.420527
  nChanged 1484
		SP:Iteration 15Q (201597.140000 sec): 3 clusters
  Score: Raw -3818871.983058 + Penalty 3468.120193 = -3815403.862865
  nChanged 1373
		SP:Iteration 16Q (201597.550000 sec): 3 clusters
  Score: Raw -3819502.644203 + Penalty 3468.120193 = -3816034.524010
  nChanged 1193
		SP:Iteration 17Q (201597.880000 sec): 3 clusters
  Score: Raw -3820079.749999 + Penalty 3468.120193 = -3816611.629806
  nChanged 1084
		SP:Iteration 18Q (201598.240000 sec): 3 clusters
  Score: Raw -3820679.217273 + Penalty 3468.120193 = -3817211.097080
  nChanged 1040
		SP:Iteration 19Q (201598.680000 sec): 3 clusters
  Score: Raw -3821301.599202 + Penalty 3468.120193 = -3817833.479009
  nChanged 990
		SP:Iteration 20F (201599.030000 sec): 3 clusters
  Score: Raw -3821878.039492 + Penalty 3468.120193 = -3818409.919299
  nChanged 863
		SP:Iteration 21Q (201599.340000 sec): 3 clusters
  Score: Raw -3822306.227249 + Penalty 3468.120193 = -3818838.107056
  nChanged 701
		SP:Iteration 22Q (201599.720000 sec): 3 clusters
  Score: Raw -3822594.195607 + Penalty 3468.120193 = -3819126.075414
  nChanged 628
		SP:Iteration 23Q (201600.150000 sec): 3 clusters
  Score: Raw -3822791.992397 + Penalty 3468.120193 = -3819323.872204
  nChanged 478
		SP:Iteration 24Q (201600.540000 sec): 3 clusters
  Score: Raw -3822916.276202 + Penalty 3468.120193 = -3819448.156009
  nChanged 395
		SP:Iteration 25Q (201600.930000 sec): 3 clusters
  Score: Raw -3823005.653474 + Penalty 3468.120193 = -3819537.533281
  nChanged 363
		SP:Iteration 26Q (201601.320000 sec): 3 clusters
  Score: Raw -3823075.544409 + Penalty 3468.120193 = -3819607.424216
  nChanged 305
		SP:Iteration 27Q (201601.750000 sec): 3 clusters
  Score: Raw -3823127.734242 + Penalty 3468.120193 = -3819659.614049
  nChanged 249
		SP:Iteration 28Q (201602.130000 sec): 3 clusters
  Score: Raw -3823167.350940 + Penalty 3468.120193 = -3819699.230747
  nChanged 198
		SP:Iteration 29Q (201602.510000 sec): 3 clusters
  Score: Raw -3823198.330751 + Penalty 3468.120193 = -3819730.210558
  nChanged 188
		SP:Iteration 30Q (201602.890000 sec): 3 clusters
  Score: Raw -3823228.052042 + Penalty 3468.120193 = -3819759.931849
  nChanged 170
		SP:Iteration 31Q (201603.270000 sec): 3 clusters
  Score: Raw -3823252.094016 + Penalty 3468.120193 = -3819783.973823
  nChanged 168
		SP:Iteration 32Q (201603.670000 sec): 3 clusters
  Score: Raw -3823271.729464 + Penalty 3468.120193 = -3819803.609271
  nChanged 140
		SP:Iteration 33Q (201604.030000 sec): 3 clusters
  Score: Raw -3823290.046705 + Penalty 3468.120193 = -3819821.926512
  nChanged 145
		SP:Iteration 34Q (201604.400000 sec): 3 clusters
  Score: Raw -3823309.137698 + Penalty 3468.120193 = -3819841.017505
  nChanged 150
		SP:Iteration 35Q (201604.770000 sec): 3 clusters
  Score: Raw -3823328.526978 + Penalty 3468.120193 = -3819860.406785
  nChanged 149
		SP:Iteration 36Q (201605.100000 sec): 3 clusters
  Score: Raw -3823347.657518 + Penalty 3468.120193 = -3819879.537325
  nChanged 161
		SP:Iteration 37Q (201605.520000 sec): 3 clusters
  Score: Raw -3823370.377025 + Penalty 3468.120193 = -3819902.256832
  nChanged 171
		SP:Iteration 38Q (201605.930000 sec): 3 clusters
  Score: Raw -3823394.518332 + Penalty 3468.120193 = -3819926.398139
  nChanged 164
		SP:Iteration 39Q (201606.300000 sec): 3 clusters
  Score: Raw -3823417.064873 + Penalty 3468.120193 = -3819948.944680
  nChanged 165
		SP:Iteration 40F (201606.690000 sec): 3 clusters
  Score: Raw -3823440.374195 + Penalty 3468.120193 = -3819972.254002
  nChanged 173
		SP:Iteration 41Q (201607.000000 sec): 3 clusters
  Score: Raw -3823466.033971 + Penalty 3468.120193 = -3819997.913779
  nChanged 172
		SP:Iteration 42Q (201607.400000 sec): 3 clusters
  Score: Raw -3823492.544294 + Penalty 3468.120193 = -3820024.424101
  nChanged 173
		SP:Iteration 43Q (201607.760000 sec): 3 clusters
  Score: Raw -3823517.706577 + Penalty 3468.120193 = -3820049.586384
  nChanged 180
		SP:Iteration 44Q (201608.120000 sec): 3 clusters
  Score: Raw -3823545.570613 + Penalty 3468.120193 = -3820077.450420
  nChanged 184
		SP:Iteration 45Q (201608.460000 sec): 3 clusters
  Score: Raw -3823576.084032 + Penalty 3468.120193 = -3820107.963839
  nChanged 192
		SP:Iteration 46Q (201608.800000 sec): 3 clusters
  Score: Raw -3823604.006238 + Penalty 3468.120193 = -3820135.886045
  nChanged 184
		SP:Iteration 47Q (201609.150000 sec): 3 clusters
  Score: Raw -3823634.417688 + Penalty 3468.120193 = -3820166.297495
  nChanged 191
		SP:Iteration 48Q (201609.470000 sec): 3 clusters
  Score: Raw -3823664.381598 + Penalty 3468.120193 = -3820196.261405
  nChanged 178
		SP:Iteration 49Q (201609.830000 sec): 3 clusters
  Score: Raw -3823692.081278 + Penalty 3468.120193 = -3820223.961085
  nChanged 164
		SP:Iteration 50Q (201610.210000 sec): 3 clusters
  Score: Raw -3823717.393783 + Penalty 3468.120193 = -3820249.273590
  nChanged 171
		SP:Iteration 51Q (201610.560000 sec): 3 clusters
  Score: Raw -3823745.548291 + Penalty 3468.120193 = -3820277.428098
  nChanged 171
		SP:Iteration 52Q (201610.910000 sec): 3 clusters
  Score: Raw -3823772.338614 + Penalty 3468.120193 = -3820304.218421
  nChanged 165
		SP:Iteration 53Q (201611.280000 sec): 3 clusters
  Score: Raw -3823800.214649 + Penalty 3468.120193 = -3820332.094456
  nChanged 174
		SP:Iteration 54Q (201611.610000 sec): 3 clusters
  Score: Raw -3823826.458988 + Penalty 3468.120193 = -3820358.338795
  nChanged 174
		SP:Iteration 55Q (201611.920000 sec): 3 clusters
  Score: Raw -3823852.736415 + Penalty 3468.120193 = -3820384.616222
  nChanged 184
		SP:Iteration 56Q (201612.280000 sec): 3 clusters
  Score: Raw -3823883.634986 + Penalty 3468.120193 = -3820415.514793
  nChanged 196
		SP:Iteration 57Q (201612.650000 sec): 3 clusters
  Score: Raw -3823916.876671 + Penalty 3468.120193 = -3820448.756478
  nChanged 224
		SP:Iteration 58Q (201613.030000 sec): 3 clusters
  Score: Raw -3823956.776791 + Penalty 3468.120193 = -3820488.656598
  nChanged 211
		SP:Iteration 59Q (201613.430000 sec): 3 clusters
  Score: Raw -3823997.811242 + Penalty 3468.120193 = -3820529.691049
  nChanged 224
		SP:Iteration 60F (201613.850000 sec): 3 clusters
  Score: Raw -3824041.172164 + Penalty 3468.120193 = -3820573.051971
  nChanged 203
		SP:Iteration 61Q (201614.240000 sec): 3 clusters
  Score: Raw -3824078.843895 + Penalty 3468.120193 = -3820610.723702
  nChanged 191
		SP:Iteration 62Q (201614.620000 sec): 3 clusters
  Score: Raw -3824116.483384 + Penalty 3468.120193 = -3820648.363191
  nChanged 201
		SP:Iteration 63Q (201614.960000 sec): 3 clusters
  Score: Raw -3824160.452703 + Penalty 3468.120193 = -3820692.332510
  nChanged 209
		SP:Iteration 64Q (201615.360000 sec): 3 clusters
  Score: Raw -3824203.368855 + Penalty 3468.120193 = -3820735.248662
  nChanged 213
		SP:Iteration 65Q (201615.740000 sec): 3 clusters
  Score: Raw -3824245.942951 + Penalty 3468.120193 = -3820777.822758
  nChanged 210
		SP:Iteration 66Q (201616.060000 sec): 3 clusters
  Score: Raw -3824289.900636 + Penalty 3468.120193 = -3820821.780444
  nChanged 221
		SP:Iteration 67Q (201616.470000 sec): 3 clusters
  Score: Raw -3824339.127345 + Penalty 3468.120193 = -3820871.007152
  nChanged 207
		SP:Iteration 68Q (201616.820000 sec): 3 clusters
  Score: Raw -3824383.035037 + Penalty 3468.120193 = -3820914.914844
  nChanged 192
		SP:Iteration 69Q (201617.240000 sec): 3 clusters
  Score: Raw -3824425.284687 + Penalty 3468.120193 = -3820957.164494
  nChanged 185
		SP:Iteration 70Q (201617.570000 sec): 3 clusters
  Score: Raw -3824464.870293 + Penalty 3468.120193 = -3820996.750100
  nChanged 169
		SP:Iteration 71Q (201617.960000 sec): 3 clusters
  Score: Raw -3824499.404697 + Penalty 3468.120193 = -3821031.284504
  nChanged 169
		SP:Iteration 72Q (201618.240000 sec): 3 clusters
  Score: Raw -3824533.226967 + Penalty 3468.120193 = -3821065.106774
  nChanged 165
		SP:Iteration 73Q (201618.540000 sec): 3 clusters
  Score: Raw -3824567.624387 + Penalty 3468.120193 = -3821099.504194
  nChanged 151
		SP:Iteration 74Q (201618.930000 sec): 3 clusters
  Score: Raw -3824606.066502 + Penalty 3468.120193 = -3821137.946309
  nChanged 171
		SP:Iteration 75Q (201619.340000 sec): 3 clusters
  Score: Raw -3824651.466350 + Penalty 3468.120193 = -3821183.346157
  nChanged 157
		SP:Iteration 76Q (201619.700000 sec): 3 clusters
  Score: Raw -3824691.701512 + Penalty 3468.120193 = -3821223.581319
  nChanged 163
		SP:Iteration 77Q (201620.060000 sec): 3 clusters
  Score: Raw -3824732.676963 + Penalty 3468.120193 = -3821264.556770
  nChanged 147
		SP:Iteration 78Q (201620.370000 sec): 3 clusters
  Score: Raw -3824772.922697 + Penalty 3468.120193 = -3821304.802504
  nChanged 153
		SP:Iteration 79Q (201620.710000 sec): 3 clusters
  Score: Raw -3824808.903611 + Penalty 3468.120193 = -3821340.783418
  nChanged 128
		SP:Iteration 80F (201621.080000 sec): 3 clusters
  Score: Raw -3824840.300195 + Penalty 3468.120193 = -3821372.180002
  nChanged 135
		SP:Iteration 81Q (201621.400000 sec): 3 clusters
  Score: Raw -3824872.630370 + Penalty 3468.120193 = -3821404.510177
  nChanged 143
		SP:Iteration 82Q (201621.720000 sec): 3 clusters
  Score: Raw -3824906.840009 + Penalty 3468.120193 = -3821438.719816
  nChanged 136
		SP:Iteration 83Q (201622.060000 sec): 3 clusters
  Score: Raw -3824942.791629 + Penalty 3468.120193 = -3821474.671436
  nChanged 129
		SP:Iteration 84Q (201622.380000 sec): 3 clusters
  Score: Raw -3824976.586182 + Penalty 3468.120193 = -3821508.465989
  nChanged 123
		SP:Iteration 85Q (201622.740000 sec): 3 clusters
  Score: Raw -3825013.340603 + Penalty 3468.120193 = -3821545.220410
  nChanged 132
		SP:Iteration 86Q (201623.090000 sec): 3 clusters
  Score: Raw -3825049.672876 + Penalty 3468.120193 = -3821581.552683
  nChanged 102
		SP:Iteration 87Q (201623.400000 sec): 3 clusters
  Score: Raw -3825071.947494 + Penalty 3468.120193 = -3821603.827301
  nChanged 83
		SP:Iteration 88Q (201623.730000 sec): 3 clusters
  Score: Raw -3825090.235044 + Penalty 3468.120193 = -3821622.114851
  nChanged 83
		SP:Iteration 89Q (201624.020000 sec): 3 clusters
  Score: Raw -3825109.542402 + Penalty 3468.120193 = -3821641.422209
  nChanged 69
		SP:Iteration 90Q (201624.290000 sec): 3 clusters
  Score: Raw -3825125.714811 + Penalty 3468.120193 = -3821657.594618
  nChanged 66
		SP:Iteration 91Q (201624.620000 sec): 3 clusters
  Score: Raw -3825139.828305 + Penalty 3468.120193 = -3821671.708112
  nChanged 45
		SP:Iteration 92Q (201624.940000 sec): 3 clusters
  Score: Raw -3825148.494960 + Penalty 3468.120193 = -3821680.374768
  nChanged 51
		SP:Iteration 93Q (201625.270000 sec): 3 clusters
  Score: Raw -3825158.728241 + Penalty 3468.120193 = -3821690.608048
  nChanged 42
		SP:Iteration 94Q (201625.580000 sec): 3 clusters
  Score: Raw -3825166.249647 + Penalty 3468.120193 = -3821698.129454
  nChanged 33
		SP:Iteration 95Q (201625.960000 sec): 3 clusters
  Score: Raw -3825173.577368 + Penalty 3468.120193 = -3821705.457175
  nChanged 42
		SP:Iteration 96Q (201626.300000 sec): 3 clusters
  Score: Raw -3825181.839002 + Penalty 3468.120193 = -3821713.718809
  nChanged 35
		SP:Iteration 97Q (201626.680000 sec): 3 clusters
  Score: Raw -3825187.651080 + Penalty 3468.120193 = -3821719.530887
  nChanged 31
		SP:Iteration 98Q (201627.050000 sec): 3 clusters
  Score: Raw -3825193.976807 + Penalty 3468.120193 = -3821725.856614
  nChanged 29
		SP:Iteration 99Q (201627.400000 sec): 3 clusters
  Score: Raw -3825199.949076 + Penalty 3468.120193 = -3821731.828883
  nChanged 31
		SP:Iteration 100F (201627.750000 sec): 3 clusters
  Score: Raw -3825205.890916 + Penalty 3468.120193 = -3821737.770723
  nChanged 25
		SP:Iteration 101Q (201628.150000 sec): 3 clusters
  Score: Raw -3825210.510118 + Penalty 3468.120193 = -3821742.389925
  nChanged 19
		SP:Iteration 102Q (201628.500000 sec): 3 clusters
  Score: Raw -3825214.122125 + Penalty 3468.120193 = -3821746.001932
  nChanged 22
		SP:Iteration 103Q (201628.890000 sec): 3 clusters
  Score: Raw -3825218.600023 + Penalty 3468.120193 = -3821750.479830
  nChanged 25
		SP:Iteration 104Q (201629.220000 sec): 3 clusters
  Score: Raw -3825223.078291 + Penalty 3468.120193 = -3821754.958098
  nChanged 23
		SP:Iteration 105Q (201629.520000 sec): 3 clusters
  Score: Raw -3825226.838639 + Penalty 3468.120193 = -3821758.718446
  nChanged 16
		SP:Iteration 106Q (201629.870000 sec): 3 clusters
  Score: Raw -3825230.281654 + Penalty 3468.120193 = -3821762.161461
  nChanged 15
		SP:Iteration 107Q (201630.260000 sec): 3 clusters
  Score: Raw -3825233.277590 + Penalty 3468.120193 = -3821765.157397
  nChanged 18
		SP:Iteration 108Q (201630.600000 sec): 3 clusters
  Score: Raw -3825237.435972 + Penalty 3468.120193 = -3821769.315779
  nChanged 27
		SP:Iteration 109Q (201630.930000 sec): 3 clusters
  Score: Raw -3825244.453674 + Penalty 3468.120193 = -3821776.333482
  nChanged 32
		SP:Iteration 110Q (201631.280000 sec): 3 clusters
  Score: Raw -3825252.529498 + Penalty 3468.120193 = -3821784.409305
  nChanged 25
		SP:Iteration 111Q (201631.680000 sec): 3 clusters
  Score: Raw -3825257.549493 + Penalty 3468.120193 = -3821789.429300
  nChanged 21
		SP:Iteration 112Q (201632.020000 sec): 3 clusters
  Score: Raw -3825261.129887 + Penalty 3468.120193 = -3821793.009694
  nChanged 21
		SP:Iteration 113Q (201632.380000 sec): 3 clusters
  Score: Raw -3825264.986065 + Penalty 3468.120193 = -3821796.865872
  nChanged 27
		SP:Iteration 114Q (201632.740000 sec): 3 clusters
  Score: Raw -3825269.582964 + Penalty 3468.120193 = -3821801.462771
  nChanged 11
		SP:Iteration 115Q (201633.110000 sec): 3 clusters
  Score: Raw -3825271.563739 + Penalty 3468.120193 = -3821803.443546
  nChanged 13
		SP:Iteration 116Q (201633.430000 sec): 3 clusters
  Score: Raw -3825274.589669 + Penalty 3468.120193 = -3821806.469476
  nChanged 11
		SP:Iteration 117Q (201633.810000 sec): 3 clusters
  Score: Raw -3825276.014406 + Penalty 3468.120193 = -3821807.894213
  nChanged 7
		SP:Iteration 118Q (201634.160000 sec): 3 clusters
  Score: Raw -3825277.341279 + Penalty 3468.120193 = -3821809.221086
  nChanged 8
		SP:Iteration 119Q (201634.480000 sec): 3 clusters
  Score: Raw -3825278.649107 + Penalty 3468.120193 = -3821810.528914
  nChanged 9
		SP:Iteration 120F (201634.940000 sec): 3 clusters
  Score: Raw -3825280.068566 + Penalty 3468.120193 = -3821811.948374
  nChanged 12
		SP:Iteration 121Q (201635.310000 sec): 3 clusters
  Score: Raw -3825281.943545 + Penalty 3468.120193 = -3821813.823352
  nChanged 10
		SP:Iteration 122Q (201635.720000 sec): 3 clusters
  Score: Raw -3825283.508434 + Penalty 3468.120193 = -3821815.388241
  nChanged 10
		SP:Iteration 123Q (201636.050000 sec): 3 clusters
  Score: Raw -3825284.835697 + Penalty 3468.120193 = -3821816.715504
  nChanged 9
		SP:Iteration 124Q (201636.400000 sec): 3 clusters
  Score: Raw -3825286.149150 + Penalty 3468.120193 = -3821818.028957
  nChanged 6
		SP:Iteration 125Q (201636.740000 sec): 3 clusters
  Score: Raw -3825287.372443 + Penalty 3468.120193 = -3821819.252250
  nChanged 5
		SP:Iteration 126Q (201637.110000 sec): 3 clusters
  Score: Raw -3825288.535547 + Penalty 3468.120193 = -3821820.415354
  nChanged 6
		SP:Iteration 127Q (201637.470000 sec): 3 clusters
  Score: Raw -3825289.502342 + Penalty 3468.120193 = -3821821.382149
  nChanged 9
		SP:Iteration 128Q (201637.860000 sec): 3 clusters
  Score: Raw -3825291.263695 + Penalty 3468.120193 = -3821823.143502
  nChanged 9
		SP:Iteration 129Q (201638.240000 sec): 3 clusters
  Score: Raw -3825292.937693 + Penalty 3468.120193 = -3821824.817500
  nChanged 4
		SP:Iteration 130Q (201638.600000 sec): 3 clusters
  Score: Raw -3825293.554860 + Penalty 3468.120193 = -3821825.434668
  nChanged 6
		SP:Iteration 131Q (201638.980000 sec): 3 clusters
  Score: Raw -3825294.542855 + Penalty 3468.120193 = -3821826.422662
  nChanged 7
		SP:Iteration 132Q (201639.340000 sec): 3 clusters
  Score: Raw -3825295.792331 + Penalty 3468.120193 = -3821827.672138
  nChanged 4
		SP:Iteration 133Q (201639.680000 sec): 3 clusters
  Score: Raw -3825296.909783 + Penalty 3468.120193 = -3821828.789590
  nChanged 7
		SP:Iteration 134Q (201640.050000 sec): 3 clusters
  Score: Raw -3825298.056572 + Penalty 3468.120193 = -3821829.936380
  nChanged 4
		SP:Iteration 135Q (201640.390000 sec): 3 clusters
  Score: Raw -3825299.378662 + Penalty 3468.120193 = -3821831.258469
  nChanged 6
		SP:Iteration 136Q (201640.740000 sec): 3 clusters
  Score: Raw -3825300.795259 + Penalty 3468.120193 = -3821832.675066
  nChanged 6
		SP:Iteration 137Q (201641.120000 sec): 3 clusters
  Score: Raw -3825301.663978 + Penalty 3468.120193 = -3821833.543785
  nChanged 3
		SP:Iteration 138Q (201641.420000 sec): 3 clusters
  Score: Raw -3825302.224895 + Penalty 3468.120193 = -3821834.104702
  nChanged 3
		SP:Iteration 139Q (201641.820000 sec): 3 clusters
  Score: Raw -3825303.075468 + Penalty 3468.120193 = -3821834.955275
  nChanged 6
		SP:Iteration 140F (201642.180000 sec): 3 clusters
  Score: Raw -3825304.294853 + Penalty 3468.120193 = -3821836.174660
  nChanged 6
		SP:Iteration 141Q (201642.540000 sec): 3 clusters
  Score: Raw -3825305.572199 + Penalty 3468.120193 = -3821837.452006
  nChanged 6
		SP:Iteration 142Q (201642.910000 sec): 3 clusters
  Score: Raw -3825306.538749 + Penalty 3468.120193 = -3821838.418557
  nChanged 4
		SP:Iteration 143Q (201643.310000 sec): 3 clusters
  Score: Raw -3825307.723053 + Penalty 3468.120193 = -3821839.602860
  nChanged 8
		SP:Iteration 144Q (201643.630000 sec): 3 clusters
  Score: Raw -3825309.029106 + Penalty 3468.120193 = -3821840.908913
  nChanged 7
		SP:Iteration 145Q (201643.980000 sec): 3 clusters
  Score: Raw -3825310.011122 + Penalty 3468.120193 = -3821841.890929
  nChanged 3
		SP:Iteration 146Q (201644.300000 sec): 3 clusters
  Score: Raw -3825310.425319 + Penalty 3468.120193 = -3821842.305126
  nChanged 1
		SP:Iteration 147Q (201644.710000 sec): 3 clusters
  Score: Raw -3825310.574215 + Penalty 3468.120193 = -3821842.454022
  nChanged 2
		SP:Iteration 148Q (201644.990000 sec): 3 clusters
  Score: Raw -3825310.899417 + Penalty 3468.120193 = -3821842.779224
  nChanged 1
		SP:Iteration 149Q (201645.420000 sec): 3 clusters
  Score: Raw -3825310.987151 + Penalty 3468.120193 = -3821842.866958
  nChanged 1
		SP:Iteration 150Q (201645.740000 sec): 3 clusters
  Score: Raw -3825311.193429 + Penalty 3468.120193 = -3821843.073236
  nChanged 3
		SP:Iteration 151Q (201646.060000 sec): 3 clusters
  Score: Raw -3825311.476366 + Penalty 3468.120193 = -3821843.356173
  nChanged 2
		SP:Iteration 152Q (201646.410000 sec): 3 clusters
  Score: Raw -3825311.926242 + Penalty 3468.120193 = -3821843.806049
  nChanged 1
		SP:Iteration 153Q (201646.800000 sec): 3 clusters
  Score: Raw -3825312.071116 + Penalty 3468.120193 = -3821843.950923
  nChanged 1
		SP:Iteration 154Q (201647.210000 sec): 3 clusters
  Score: Raw -3825312.251627 + Penalty 3468.120193 = -3821844.131434
  nChanged 2
		SP:Iteration 155Q (201647.630000 sec): 3 clusters
  Score: Raw -3825312.601619 + Penalty 3468.120193 = -3821844.481426
  nChanged 2
		SP:Iteration 156Q (201647.980000 sec): 3 clusters
  Score: Raw -3825312.961323 + Penalty 3468.120193 = -3821844.841130
  nChanged 0
		SP:Iteration 157F (201648.370000 sec): 3 clusters
  Score: Raw -3825312.961323 + Penalty 3468.120193 = -3821844.841130
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 14 (7327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201648.530000 sec): 2 clusters
  Score: Raw -578021.395005 + Penalty 1446.139733 = -576575.255272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201648.770000 sec): 3 clusters
  Score: Raw -574057.454984 + Penalty 2892.279466 = -571165.175518
  nChanged 3103
		SP:Iteration 1F (201649.070000 sec): 3 clusters
  Score: Raw -575959.018020 + Penalty 2892.279466 = -573066.738554
  nChanged 581
		SP:Iteration 2F (201649.320000 sec): 3 clusters
  Score: Raw -576389.965374 + Penalty 2892.279466 = -573497.685908
  nChanged 538
		SP:Iteration 3F (201649.580000 sec): 3 clusters
  Score: Raw -576729.522332 + Penalty 2892.279466 = -573837.242866
  nChanged 421
		SP:Iteration 4F (201649.810000 sec): 3 clusters
  Score: Raw -576967.979803 + Penalty 2892.279466 = -574075.700337
  nChanged 329
		SP:Iteration 5Q (201650.080000 sec): 3 clusters
  Score: Raw -577142.414863 + Penalty 2892.279466 = -574250.135397
  nChanged 268
		SP:Iteration 6Q (201650.360000 sec): 3 clusters
  Score: Raw -577292.630179 + Penalty 2892.279466 = -574400.350713
  nChanged 265
		SP:Iteration 7Q (201650.580000 sec): 3 clusters
  Score: Raw -577450.282474 + Penalty 2892.279466 = -574558.003008
  nChanged 232
		SP:Iteration 8Q (201650.850000 sec): 3 clusters
  Score: Raw -577567.617591 + Penalty 2892.279466 = -574675.338125
  nChanged 196
		SP:Iteration 9Q (201651.070000 sec): 3 clusters
  Score: Raw -577688.157962 + Penalty 2892.279466 = -574795.878495
  nChanged 194
		SP:Iteration 10Q (201651.290000 sec): 3 clusters
  Score: Raw -577823.339254 + Penalty 2892.279466 = -574931.059788
  nChanged 189
		SP:Iteration 11Q (201651.550000 sec): 3 clusters
  Score: Raw -577957.343062 + Penalty 2892.279466 = -575065.063595
  nChanged 159
		SP:Iteration 12Q (201651.750000 sec): 3 clusters
  Score: Raw -578078.218986 + Penalty 2892.279466 = -575185.939520
  nChanged 142
		SP:Iteration 13Q (201651.980000 sec): 3 clusters
  Score: Raw -578161.239295 + Penalty 2892.279466 = -575268.959829
  nChanged 121
		SP:Iteration 14Q (201652.170000 sec): 3 clusters
  Score: Raw -578222.891520 + Penalty 2892.279466 = -575330.612054
  nChanged 113
		SP:Iteration 15Q (201652.350000 sec): 3 clusters
  Score: Raw -578283.575587 + Penalty 2892.279466 = -575391.296121
  nChanged 92
		SP:Iteration 16Q (201652.560000 sec): 3 clusters
  Score: Raw -578331.785937 + Penalty 2892.279466 = -575439.506471
  nChanged 80
		SP:Iteration 17Q (201652.760000 sec): 3 clusters
  Score: Raw -578373.912186 + Penalty 2892.279466 = -575481.632720
  nChanged 82
		SP:Iteration 18Q (201652.980000 sec): 3 clusters
  Score: Raw -578410.633420 + Penalty 2892.279466 = -575518.353954
  nChanged 84
		SP:Iteration 19Q (201653.180000 sec): 3 clusters
  Score: Raw -578454.440248 + Penalty 2892.279466 = -575562.160782
  nChanged 91
		SP:Iteration 20F (201653.380000 sec): 3 clusters
  Score: Raw -578498.921226 + Penalty 2892.279466 = -575606.641760
  nChanged 84
		SP:Iteration 21Q (201653.600000 sec): 3 clusters
  Score: Raw -578540.973538 + Penalty 2892.279466 = -575648.694072
  nChanged 78
		SP:Iteration 22Q (201653.800000 sec): 3 clusters
  Score: Raw -578583.794049 + Penalty 2892.279466 = -575691.514583
  nChanged 84
		SP:Iteration 23Q (201654.040000 sec): 3 clusters
  Score: Raw -578629.100904 + Penalty 2892.279466 = -575736.821438
  nChanged 77
		SP:Iteration 24Q (201654.240000 sec): 3 clusters
  Score: Raw -578669.313882 + Penalty 2892.279466 = -575777.034416
  nChanged 72
		SP:Iteration 25Q (201654.460000 sec): 3 clusters
  Score: Raw -578704.459200 + Penalty 2892.279466 = -575812.179734
  nChanged 73
		SP:Iteration 26Q (201654.720000 sec): 3 clusters
  Score: Raw -578731.609728 + Penalty 2892.279466 = -575839.330262
  nChanged 58
		SP:Iteration 27Q (201654.940000 sec): 3 clusters
  Score: Raw -578749.748158 + Penalty 2892.279466 = -575857.468692
  nChanged 39
		SP:Iteration 28Q (201655.150000 sec): 3 clusters
  Score: Raw -578764.548351 + Penalty 2892.279466 = -575872.268884
  nChanged 47
		SP:Iteration 29Q (201655.400000 sec): 3 clusters
  Score: Raw -578783.178242 + Penalty 2892.279466 = -575890.898776
  nChanged 49
		SP:Iteration 30Q (201655.620000 sec): 3 clusters
  Score: Raw -578801.729854 + Penalty 2892.279466 = -575909.450388
  nChanged 49
		SP:Iteration 31Q (201655.840000 sec): 3 clusters
  Score: Raw -578821.908386 + Penalty 2892.279466 = -575929.628920
  nChanged 52
		SP:Iteration 32Q (201656.050000 sec): 3 clusters
  Score: Raw -578843.746371 + Penalty 2892.279466 = -575951.466905
  nChanged 47
		SP:Iteration 33Q (201656.250000 sec): 3 clusters
  Score: Raw -578864.205273 + Penalty 2892.279466 = -575971.925807
  nChanged 52
		SP:Iteration 34Q (201656.460000 sec): 3 clusters
  Score: Raw -578887.110089 + Penalty 2892.279466 = -575994.830623
  nChanged 44
		SP:Iteration 35Q (201656.700000 sec): 3 clusters
  Score: Raw -578900.402402 + Penalty 2892.279466 = -576008.122936
  nChanged 26
		SP:Iteration 36Q (201656.880000 sec): 3 clusters
  Score: Raw -578907.982186 + Penalty 2892.279466 = -576015.702720
  nChanged 33
		SP:Iteration 37Q (201657.090000 sec): 3 clusters
  Score: Raw -578918.374968 + Penalty 2892.279466 = -576026.095502
  nChanged 31
		SP:Iteration 38Q (201657.320000 sec): 3 clusters
  Score: Raw -578929.191310 + Penalty 2892.279466 = -576036.911844
  nChanged 30
		SP:Iteration 39Q (201657.560000 sec): 3 clusters
  Score: Raw -578939.158023 + Penalty 2892.279466 = -576046.878557
  nChanged 28
		SP:Iteration 40F (201657.780000 sec): 3 clusters
  Score: Raw -578947.829552 + Penalty 2892.279466 = -576055.550085
  nChanged 25
		SP:Iteration 41Q (201657.960000 sec): 3 clusters
  Score: Raw -578956.854563 + Penalty 2892.279466 = -576064.575097
  nChanged 38
		SP:Iteration 42Q (201658.120000 sec): 3 clusters
  Score: Raw -578969.302529 + Penalty 2892.279466 = -576077.023062
  nChanged 31
		SP:Iteration 43Q (201658.320000 sec): 3 clusters
  Score: Raw -578977.127459 + Penalty 2892.279466 = -576084.847993
  nChanged 19
		SP:Iteration 44Q (201658.500000 sec): 3 clusters
  Score: Raw -578981.870829 + Penalty 2892.279466 = -576089.591363
  nChanged 17
		SP:Iteration 45Q (201658.750000 sec): 3 clusters
  Score: Raw -578985.915588 + Penalty 2892.279466 = -576093.636122
  nChanged 14
		SP:Iteration 46Q (201658.940000 sec): 3 clusters
  Score: Raw -578988.789282 + Penalty 2892.279466 = -576096.509816
  nChanged 12
		SP:Iteration 47Q (201659.150000 sec): 3 clusters
  Score: Raw -578991.594882 + Penalty 2892.279466 = -576099.315416
  nChanged 14
		SP:Iteration 48Q (201659.320000 sec): 3 clusters
  Score: Raw -578995.437151 + Penalty 2892.279466 = -576103.157685
  nChanged 14
		SP:Iteration 49Q (201659.620000 sec): 3 clusters
  Score: Raw -578997.969989 + Penalty 2892.279466 = -576105.690523
  nChanged 7
		SP:Iteration 50Q (201659.860000 sec): 3 clusters
  Score: Raw -578999.420272 + Penalty 2892.279466 = -576107.140806
  nChanged 7
		SP:Iteration 51Q (201660.050000 sec): 3 clusters
  Score: Raw -579001.187554 + Penalty 2892.279466 = -576108.908088
  nChanged 9
		SP:Iteration 52Q (201660.280000 sec): 3 clusters
  Score: Raw -579002.665341 + Penalty 2892.279466 = -576110.385874
  nChanged 5
		SP:Iteration 53Q (201660.510000 sec): 3 clusters
  Score: Raw -579004.264605 + Penalty 2892.279466 = -576111.985139
  nChanged 7
		SP:Iteration 54Q (201660.700000 sec): 3 clusters
  Score: Raw -579005.462967 + Penalty 2892.279466 = -576113.183501
  nChanged 9
		SP:Iteration 55Q (201660.920000 sec): 3 clusters
  Score: Raw -579007.052341 + Penalty 2892.279466 = -576114.772875
  nChanged 8
		SP:Iteration 56Q (201661.150000 sec): 3 clusters
  Score: Raw -579008.415718 + Penalty 2892.279466 = -576116.136252
  nChanged 5
		SP:Iteration 57Q (201661.370000 sec): 3 clusters
  Score: Raw -579009.746423 + Penalty 2892.279466 = -576117.466957
  nChanged 8
		SP:Iteration 58Q (201661.540000 sec): 3 clusters
  Score: Raw -579011.339404 + Penalty 2892.279466 = -576119.059938
  nChanged 8
		SP:Iteration 59Q (201661.770000 sec): 3 clusters
  Score: Raw -579012.483698 + Penalty 2892.279466 = -576120.204232
  nChanged 4
		SP:Iteration 60F (201661.950000 sec): 3 clusters
  Score: Raw -579012.950493 + Penalty 2892.279466 = -576120.671027
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 15 (7734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201662.100000 sec): 2 clusters
  Score: Raw -691533.613486 + Penalty 1454.924489 = -690078.688997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201662.300000 sec): 3 clusters
  Score: Raw -687302.736079 + Penalty 2909.848978 = -684392.887100
  nChanged 3289
		SP:Iteration 1F (201662.540000 sec): 3 clusters
  Score: Raw -689117.036900 + Penalty 2909.848978 = -686207.187921
  nChanged 470
		SP:Iteration 2F (201662.740000 sec): 3 clusters
  Score: Raw -689296.775668 + Penalty 2909.848978 = -686386.926690
  nChanged 331
		SP:Iteration 3Q (201662.980000 sec): 3 clusters
  Score: Raw -689424.558845 + Penalty 2909.848978 = -686514.709866
  nChanged 291
		SP:Iteration 4Q (201663.210000 sec): 3 clusters
  Score: Raw -689517.017109 + Penalty 2909.848978 = -686607.168130
  nChanged 209
		SP:Iteration 5Q (201663.460000 sec): 3 clusters
  Score: Raw -689580.671293 + Penalty 2909.848978 = -686670.822314
  nChanged 187
		SP:Iteration 6Q (201663.680000 sec): 3 clusters
  Score: Raw -689635.485252 + Penalty 2909.848978 = -686725.636273
  nChanged 175
		SP:Iteration 7Q (201663.880000 sec): 3 clusters
  Score: Raw -689692.152141 + Penalty 2909.848978 = -686782.303163
  nChanged 179
		SP:Iteration 8Q (201664.130000 sec): 3 clusters
  Score: Raw -689743.586531 + Penalty 2909.848978 = -686833.737553
  nChanged 152
		SP:Iteration 9Q (201664.370000 sec): 3 clusters
  Score: Raw -689787.922341 + Penalty 2909.848978 = -686878.073362
  nChanged 147
		SP:Iteration 10Q (201664.580000 sec): 3 clusters
  Score: Raw -689832.141696 + Penalty 2909.848978 = -686922.292718
  nChanged 135
		SP:Iteration 11Q (201664.800000 sec): 3 clusters
  Score: Raw -689874.690787 + Penalty 2909.848978 = -686964.841809
  nChanged 138
		SP:Iteration 12Q (201665.020000 sec): 3 clusters
  Score: Raw -689910.973181 + Penalty 2909.848978 = -687001.124202
  nChanged 123
		SP:Iteration 13Q (201665.170000 sec): 3 clusters
  Score: Raw -689941.994456 + Penalty 2909.848978 = -687032.145478
  nChanged 117
		SP:Iteration 14Q (201665.320000 sec): 3 clusters
  Score: Raw -689966.227306 + Penalty 2909.848978 = -687056.378327
  nChanged 88
		SP:Iteration 15Q (201665.480000 sec): 3 clusters
  Score: Raw -689986.880141 + Penalty 2909.848978 = -687077.031163
  nChanged 84
		SP:Iteration 16Q (201665.650000 sec): 3 clusters
  Score: Raw -690002.863022 + Penalty 2909.848978 = -687093.014043
  nChanged 72
		SP:Iteration 17Q (201665.880000 sec): 3 clusters
  Score: Raw -690017.588335 + Penalty 2909.848978 = -687107.739356
  nChanged 72
		SP:Iteration 18Q (201666.090000 sec): 3 clusters
  Score: Raw -690032.948040 + Penalty 2909.848978 = -687123.099061
  nChanged 60
		SP:Iteration 19Q (201666.300000 sec): 3 clusters
  Score: Raw -690046.514832 + Penalty 2909.848978 = -687136.665853
  nChanged 70
		SP:Iteration 20F (201666.490000 sec): 3 clusters
  Score: Raw -690060.926295 + Penalty 2909.848978 = -687151.077316
  nChanged 56
		SP:Iteration 21Q (201666.680000 sec): 3 clusters
  Score: Raw -690073.307340 + Penalty 2909.848978 = -687163.458362
  nChanged 55
		SP:Iteration 22Q (201666.880000 sec): 3 clusters
  Score: Raw -690083.849469 + Penalty 2909.848978 = -687174.000491
  nChanged 56
		SP:Iteration 23Q (201667.170000 sec): 3 clusters
  Score: Raw -690093.774521 + Penalty 2909.848978 = -687183.925543
  nChanged 40
		SP:Iteration 24Q (201667.310000 sec): 3 clusters
  Score: Raw -690100.318781 + Penalty 2909.848978 = -687190.469802
  nChanged 30
		SP:Iteration 25Q (201667.550000 sec): 3 clusters
  Score: Raw -690105.985988 + Penalty 2909.848978 = -687196.137010
  nChanged 27
		SP:Iteration 26Q (201667.830000 sec): 3 clusters
  Score: Raw -690110.289436 + Penalty 2909.848978 = -687200.440458
  nChanged 33
		SP:Iteration 27Q (201668.090000 sec): 3 clusters
  Score: Raw -690115.462249 + Penalty 2909.848978 = -687205.613270
  nChanged 30
		SP:Iteration 28Q (201668.330000 sec): 3 clusters
  Score: Raw -690120.704944 + Penalty 2909.848978 = -687210.855966
  nChanged 28
		SP:Iteration 29Q (201668.550000 sec): 3 clusters
  Score: Raw -690126.894929 + Penalty 2909.848978 = -687217.045950
  nChanged 33
		SP:Iteration 30Q (201668.740000 sec): 3 clusters
  Score: Raw -690133.664596 + Penalty 2909.848978 = -687223.815618
  nChanged 28
		SP:Iteration 31Q (201668.970000 sec): 3 clusters
  Score: Raw -690137.559136 + Penalty 2909.848978 = -687227.710158
  nChanged 28
		SP:Iteration 32Q (201669.230000 sec): 3 clusters
  Score: Raw -690142.079613 + Penalty 2909.848978 = -687232.230634
  nChanged 22
		SP:Iteration 33Q (201669.430000 sec): 3 clusters
  Score: Raw -690145.773064 + Penalty 2909.848978 = -687235.924086
  nChanged 21
		SP:Iteration 34Q (201669.670000 sec): 3 clusters
  Score: Raw -690148.729682 + Penalty 2909.848978 = -687238.880703
  nChanged 23
		SP:Iteration 35Q (201669.890000 sec): 3 clusters
  Score: Raw -690152.101224 + Penalty 2909.848978 = -687242.252246
  nChanged 17
		SP:Iteration 36Q (201670.150000 sec): 3 clusters
  Score: Raw -690154.462570 + Penalty 2909.848978 = -687244.613591
  nChanged 19
		SP:Iteration 37Q (201670.410000 sec): 3 clusters
  Score: Raw -690156.879033 + Penalty 2909.848978 = -687247.030055
  nChanged 13
		SP:Iteration 38Q (201670.660000 sec): 3 clusters
  Score: Raw -690158.842901 + Penalty 2909.848978 = -687248.993923
  nChanged 11
		SP:Iteration 39Q (201670.920000 sec): 3 clusters
  Score: Raw -690161.081154 + Penalty 2909.848978 = -687251.232176
  nChanged 20
		SP:Iteration 40F (201671.140000 sec): 3 clusters
  Score: Raw -690164.853756 + Penalty 2909.848978 = -687255.004778
  nChanged 19
		SP:Iteration 41Q (201671.380000 sec): 3 clusters
  Score: Raw -690167.755005 + Penalty 2909.848978 = -687257.906026
  nChanged 13
		SP:Iteration 42Q (201671.630000 sec): 3 clusters
  Score: Raw -690169.626819 + Penalty 2909.848978 = -687259.777841
  nChanged 12
		SP:Iteration 43Q (201671.850000 sec): 3 clusters
  Score: Raw -690171.458292 + Penalty 2909.848978 = -687261.609313
  nChanged 13
		SP:Iteration 44Q (201672.090000 sec): 3 clusters
  Score: Raw -690173.531553 + Penalty 2909.848978 = -687263.682575
  nChanged 14
		SP:Iteration 45Q (201672.320000 sec): 3 clusters
  Score: Raw -690175.273082 + Penalty 2909.848978 = -687265.424104
  nChanged 12
		SP:Iteration 46Q (201672.590000 sec): 3 clusters
  Score: Raw -690177.318760 + Penalty 2909.848978 = -687267.469782
  nChanged 14
		SP:Iteration 47Q (201672.820000 sec): 3 clusters
  Score: Raw -690179.512835 + Penalty 2909.848978 = -687269.663857
  nChanged 13
		SP:Iteration 48Q (201673.030000 sec): 3 clusters
  Score: Raw -690181.060681 + Penalty 2909.848978 = -687271.211702
  nChanged 10
		SP:Iteration 49Q (201673.260000 sec): 3 clusters
  Score: Raw -690182.199627 + Penalty 2909.848978 = -687272.350649
  nChanged 8
		SP:Iteration 50Q (201673.450000 sec): 3 clusters
  Score: Raw -690183.221306 + Penalty 2909.848978 = -687273.372328
  nChanged 12
		SP:Iteration 51Q (201673.720000 sec): 3 clusters
  Score: Raw -690184.543399 + Penalty 2909.848978 = -687274.694421
  nChanged 12
		SP:Iteration 52Q (201673.920000 sec): 3 clusters
  Score: Raw -690186.238449 + Penalty 2909.848978 = -687276.389471
  nChanged 10
		SP:Iteration 53Q (201674.160000 sec): 3 clusters
  Score: Raw -690187.612625 + Penalty 2909.848978 = -687277.763646
  nChanged 10
		SP:Iteration 54Q (201674.370000 sec): 3 clusters
  Score: Raw -690189.001360 + Penalty 2909.848978 = -687279.152382
  nChanged 6
		SP:Iteration 55Q (201674.590000 sec): 3 clusters
  Score: Raw -690189.635176 + Penalty 2909.848978 = -687279.786198
  nChanged 3
		SP:Iteration 56Q (201674.770000 sec): 3 clusters
  Score: Raw -690190.059593 + Penalty 2909.848978 = -687280.210614
  nChanged 9
		SP:Iteration 57Q (201675.010000 sec): 3 clusters
  Score: Raw -690191.451327 + Penalty 2909.848978 = -687281.602349
  nChanged 12
		SP:Iteration 58Q (201675.240000 sec): 3 clusters
  Score: Raw -690193.464831 + Penalty 2909.848978 = -687283.615852
  nChanged 17
		SP:Iteration 59Q (201675.430000 sec): 3 clusters
  Score: Raw -690197.385474 + Penalty 2909.848978 = -687287.536496
  nChanged 24
		SP:Iteration 60F (201675.660000 sec): 3 clusters
  Score: Raw -690203.937595 + Penalty 2909.848978 = -687294.088617
  nChanged 36
		SP:Iteration 61Q (201675.880000 sec): 3 clusters
  Score: Raw -690212.086164 + Penalty 2909.848978 = -687302.237185
  nChanged 38
		SP:Iteration 62Q (201676.070000 sec): 3 clusters
  Score: Raw -690219.745194 + Penalty 2909.848978 = -687309.896215
  nChanged 46
		SP:Iteration 63Q (201676.280000 sec): 3 clusters
  Score: Raw -690228.806279 + Penalty 2909.848978 = -687318.957301
  nChanged 47
		SP:Iteration 64Q (201676.520000 sec): 3 clusters
  Score: Raw -690238.882622 + Penalty 2909.848978 = -687329.033644
  nChanged 48
		SP:Iteration 65Q (201676.700000 sec): 3 clusters
  Score: Raw -690248.508602 + Penalty 2909.848978 = -687338.659623
  nChanged 53
		SP:Iteration 66Q (201676.920000 sec): 3 clusters
  Score: Raw -690257.834371 + Penalty 2909.848978 = -687347.985392
  nChanged 40
		SP:Iteration 67Q (201677.150000 sec): 3 clusters
  Score: Raw -690265.003219 + Penalty 2909.848978 = -687355.154240
  nChanged 38
		SP:Iteration 68Q (201677.340000 sec): 3 clusters
  Score: Raw -690272.001989 + Penalty 2909.848978 = -687362.153010
  nChanged 43
		SP:Iteration 69Q (201677.540000 sec): 3 clusters
  Score: Raw -690279.663212 + Penalty 2909.848978 = -687369.814233
  nChanged 49
		SP:Iteration 70Q (201677.770000 sec): 3 clusters
  Score: Raw -690288.917698 + Penalty 2909.848978 = -687379.068720
  nChanged 43
		SP:Iteration 71Q (201677.970000 sec): 3 clusters
  Score: Raw -690296.750184 + Penalty 2909.848978 = -687386.901206
  nChanged 42
		SP:Iteration 72Q (201678.160000 sec): 3 clusters
  Score: Raw -690305.042807 + Penalty 2909.848978 = -687395.193828
  nChanged 53
		SP:Iteration 73Q (201678.360000 sec): 3 clusters
  Score: Raw -690316.456576 + Penalty 2909.848978 = -687406.607598
  nChanged 57
		SP:Iteration 74Q (201678.550000 sec): 3 clusters
  Score: Raw -690331.322025 + Penalty 2909.848978 = -687421.473047
  nChanged 65
		SP:Iteration 75Q (201678.760000 sec): 3 clusters
  Score: Raw -690347.572360 + Penalty 2909.848978 = -687437.723382
  nChanged 64
		SP:Iteration 76Q (201678.980000 sec): 3 clusters
  Score: Raw -690365.593826 + Penalty 2909.848978 = -687455.744847
  nChanged 76
		SP:Iteration 77Q (201679.190000 sec): 3 clusters
  Score: Raw -690387.682935 + Penalty 2909.848978 = -687477.833956
  nChanged 80
		SP:Iteration 78Q (201679.400000 sec): 3 clusters
  Score: Raw -690409.564775 + Penalty 2909.848978 = -687499.715797
  nChanged 87
		SP:Iteration 79Q (201679.650000 sec): 3 clusters
  Score: Raw -690438.621886 + Penalty 2909.848978 = -687528.772908
  nChanged 117
		SP:Iteration 80F (201679.830000 sec): 3 clusters
  Score: Raw -690481.970070 + Penalty 2909.848978 = -687572.121092
  nChanged 136
		SP:Iteration 81Q (201680.040000 sec): 3 clusters
  Score: Raw -690533.297257 + Penalty 2909.848978 = -687623.448279
  nChanged 136
		SP:Iteration 82Q (201680.280000 sec): 3 clusters
  Score: Raw -690589.191587 + Penalty 2909.848978 = -687679.342609
  nChanged 156
		SP:Iteration 83Q (201680.470000 sec): 3 clusters
  Score: Raw -690658.783609 + Penalty 2909.848978 = -687748.934631
  nChanged 161
		SP:Iteration 84Q (201680.700000 sec): 3 clusters
  Score: Raw -690731.190039 + Penalty 2909.848978 = -687821.341061
  nChanged 165
		SP:Iteration 85Q (201680.920000 sec): 3 clusters
  Score: Raw -690801.349106 + Penalty 2909.848978 = -687891.500127
  nChanged 171
		SP:Iteration 86Q (201681.140000 sec): 3 clusters
  Score: Raw -690882.221372 + Penalty 2909.848978 = -687972.372393
  nChanged 178
		SP:Iteration 87Q (201681.330000 sec): 3 clusters
  Score: Raw -690973.261650 + Penalty 2909.848978 = -688063.412672
  nChanged 166
		SP:Iteration 88Q (201681.560000 sec): 3 clusters
  Score: Raw -691053.340370 + Penalty 2909.848978 = -688143.491392
  nChanged 145
		SP:Iteration 89Q (201681.730000 sec): 3 clusters
  Score: Raw -691127.787630 + Penalty 2909.848978 = -688217.938652
  nChanged 168
		SP:Iteration 90Q (201681.950000 sec): 3 clusters
  Score: Raw -691217.971296 + Penalty 2909.848978 = -688308.122318
  nChanged 118
		SP:Iteration 91Q (201682.150000 sec): 3 clusters
  Score: Raw -691273.058250 + Penalty 2909.848978 = -688363.209271
  nChanged 106
		SP:Iteration 92Q (201682.370000 sec): 3 clusters
  Score: Raw -691329.075982 + Penalty 2909.848978 = -688419.227004
  nChanged 95
		SP:Iteration 93Q (201682.580000 sec): 3 clusters
  Score: Raw -691379.227040 + Penalty 2909.848978 = -688469.378062
  nChanged 95
		SP:Iteration 94Q (201682.820000 sec): 3 clusters
  Score: Raw -691430.024771 + Penalty 2909.848978 = -688520.175793
  nChanged 75
		SP:Iteration 95Q (201683.030000 sec): 3 clusters
  Score: Raw -691471.206491 + Penalty 2909.848978 = -688561.357512
  nChanged 62
		SP:Iteration 96Q (201683.280000 sec): 3 clusters
  Score: Raw -691504.645607 + Penalty 2909.848978 = -688594.796628
  nChanged 62
		SP:Iteration 97Q (201683.480000 sec): 3 clusters
  Score: Raw -691535.789830 + Penalty 2909.848978 = -688625.940851
  nChanged 44
		SP:Iteration 98Q (201683.690000 sec): 3 clusters
  Score: Raw -691559.258607 + Penalty 2909.848978 = -688649.409629
  nChanged 36
		SP:Iteration 99Q (201683.890000 sec): 3 clusters
  Score: Raw -691577.620817 + Penalty 2909.848978 = -688667.771838
  nChanged 39
		SP:Iteration 100F (201684.120000 sec): 3 clusters
  Score: Raw -691595.630533 + Penalty 2909.848978 = -688685.781555
  nChanged 31
		SP:Iteration 101Q (201684.340000 sec): 3 clusters
  Score: Raw -691608.268770 + Penalty 2909.848978 = -688698.419791
  nChanged 24
		SP:Iteration 102Q (201684.540000 sec): 3 clusters
  Score: Raw -691620.861492 + Penalty 2909.848978 = -688711.012513
  nChanged 22
		SP:Iteration 103Q (201684.720000 sec): 3 clusters
  Score: Raw -691629.779420 + Penalty 2909.848978 = -688719.930441
  nChanged 19
		SP:Iteration 104Q (201684.940000 sec): 3 clusters
  Score: Raw -691642.045665 + Penalty 2909.848978 = -688732.196686
  nChanged 20
		SP:Iteration 105Q (201685.100000 sec): 3 clusters
  Score: Raw -691655.682818 + Penalty 2909.848978 = -688745.833839
  nChanged 29
		SP:Iteration 106Q (201685.280000 sec): 3 clusters
  Score: Raw -691675.593243 + Penalty 2909.848978 = -688765.744264
  nChanged 31
		SP:Iteration 107Q (201685.480000 sec): 3 clusters
  Score: Raw -691695.555423 + Penalty 2909.848978 = -688785.706444
  nChanged 27
		SP:Iteration 108Q (201685.690000 sec): 3 clusters
  Score: Raw -691711.768111 + Penalty 2909.848978 = -688801.919133
  nChanged 26
		SP:Iteration 109Q (201685.920000 sec): 3 clusters
  Score: Raw -691728.256897 + Penalty 2909.848978 = -688818.407918
  nChanged 17
		SP:Iteration 110Q (201686.180000 sec): 3 clusters
  Score: Raw -691740.285512 + Penalty 2909.848978 = -688830.436534
  nChanged 16
		SP:Iteration 111Q (201686.440000 sec): 3 clusters
  Score: Raw -691750.291818 + Penalty 2909.848978 = -688840.442840
  nChanged 11
		SP:Iteration 112Q (201686.640000 sec): 3 clusters
  Score: Raw -691758.655112 + Penalty 2909.848978 = -688848.806134
  nChanged 15
		SP:Iteration 113Q (201686.830000 sec): 3 clusters
  Score: Raw -691772.844341 + Penalty 2909.848978 = -688862.995363
  nChanged 16
		SP:Iteration 114Q (201687.070000 sec): 3 clusters
  Score: Raw -691784.598186 + Penalty 2909.848978 = -688874.749207
  nChanged 7
		SP:Iteration 115Q (201687.300000 sec): 3 clusters
  Score: Raw -691788.207541 + Penalty 2909.848978 = -688878.358562
  nChanged 2
		SP:Iteration 116Q (201687.490000 sec): 3 clusters
  Score: Raw -691789.673844 + Penalty 2909.848978 = -688879.824866
  nChanged 3
		SP:Iteration 117Q (201687.760000 sec): 3 clusters
  Score: Raw -691792.710570 + Penalty 2909.848978 = -688882.861591
  nChanged 6
		SP:Iteration 118Q (201687.970000 sec): 3 clusters
  Score: Raw -691795.704440 + Penalty 2909.848978 = -688885.855461
  nChanged 3
		SP:Iteration 119Q (201688.220000 sec): 3 clusters
  Score: Raw -691797.121813 + Penalty 2909.848978 = -688887.272834
  nChanged 1
		SP:Iteration 120F (201688.420000 sec): 3 clusters
  Score: Raw -691797.495421 + Penalty 2909.848978 = -688887.646443
  nChanged 1
		SP:Iteration 121Q (201688.630000 sec): 3 clusters
  Score: Raw -691798.252354 + Penalty 2909.848978 = -688888.403376
  nChanged 0
		SP:Iteration 122F (201688.830000 sec): 3 clusters
  Score: Raw -691798.252354 + Penalty 2909.848978 = -688888.403376
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 16 (181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201688.950000 sec): 2 clusters
  Score: Raw -12203.483227 + Penalty 844.755768 = -11358.727459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201689.140000 sec): 3 clusters
  Score: Raw -12311.572212 + Penalty 1689.511535 = -10622.060677
  nChanged 15
		SP:Iteration 1F (201689.280000 sec): 3 clusters
  Score: Raw -12367.398217 + Penalty 1689.511535 = -10677.886682
  nChanged 6
		SP:Iteration 2Q (201689.420000 sec): 3 clusters
  Score: Raw -12385.649015 + Penalty 1689.511535 = -10696.137480
  nChanged 4
		SP:Iteration 3Q (201689.610000 sec): 3 clusters
  Score: Raw -12405.833149 + Penalty 1689.511535 = -10716.321614
  nChanged 1
		SP:Iteration 4Q (201689.750000 sec): 3 clusters
  Score: Raw -12409.213492 + Penalty 1689.511535 = -10719.701957
  nChanged 0
		SP:Iteration 5F (201689.960000 sec): 3 clusters
  Score: Raw -12409.213492 + Penalty 1689.511535 = -10719.701957
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 17 (11148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201690.090000 sec): 2 clusters
  Score: Raw -939569.510739 + Penalty 1514.340001 = -938055.170738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201690.350000 sec): 3 clusters
  Score: Raw -933223.170552 + Penalty 3028.680001 = -930194.490550
  nChanged 4884
		SP:Iteration 1F (201690.600000 sec): 3 clusters
  Score: Raw -935965.151382 + Penalty 3028.680001 = -932936.471381
  nChanged 769
		SP:Iteration 2F (201690.880000 sec): 3 clusters
  Score: Raw -936380.837300 + Penalty 3028.680001 = -933352.157298
  nChanged 655
		SP:Iteration 3F (201691.060000 sec): 3 clusters
  Score: Raw -936690.478871 + Penalty 3028.680001 = -933661.798869
  nChanged 557
		SP:Iteration 4Q (201691.280000 sec): 3 clusters
  Score: Raw -936959.659005 + Penalty 3028.680001 = -933930.979004
  nChanged 530
		SP:Iteration 5Q (201691.500000 sec): 3 clusters
  Score: Raw -937219.169335 + Penalty 3028.680001 = -934190.489333
  nChanged 523
		SP:Iteration 6Q (201691.730000 sec): 3 clusters
  Score: Raw -937472.993885 + Penalty 3028.680001 = -934444.313884
  nChanged 504
		SP:Iteration 7Q (201691.950000 sec): 3 clusters
  Score: Raw -937709.094019 + Penalty 3028.680001 = -934680.414018
  nChanged 418
		SP:Iteration 8Q (201692.190000 sec): 3 clusters
  Score: Raw -937902.929209 + Penalty 3028.680001 = -934874.249208
  nChanged 369
		SP:Iteration 9Q (201692.390000 sec): 3 clusters
  Score: Raw -938056.506732 + Penalty 3028.680001 = -935027.826731
  nChanged 314
		SP:Iteration 10Q (201692.590000 sec): 3 clusters
  Score: Raw -938182.906211 + Penalty 3028.680001 = -935154.226210
  nChanged 292
		SP:Iteration 11Q (201692.860000 sec): 3 clusters
  Score: Raw -938293.106158 + Penalty 3028.680001 = -935264.426157
  nChanged 252
		SP:Iteration 12Q (201693.020000 sec): 3 clusters
  Score: Raw -938378.834391 + Penalty 3028.680001 = -935350.154389
  nChanged 208
		SP:Iteration 13Q (201693.240000 sec): 3 clusters
  Score: Raw -938445.017531 + Penalty 3028.680001 = -935416.337529
  nChanged 161
		SP:Iteration 14Q (201693.470000 sec): 3 clusters
  Score: Raw -938497.417435 + Penalty 3028.680001 = -935468.737434
  nChanged 139
		SP:Iteration 15Q (201693.720000 sec): 3 clusters
  Score: Raw -938537.822968 + Penalty 3028.680001 = -935509.142967
  nChanged 119
		SP:Iteration 16Q (201693.930000 sec): 3 clusters
  Score: Raw -938576.549036 + Penalty 3028.680001 = -935547.869034
  nChanged 117
		SP:Iteration 17Q (201694.170000 sec): 3 clusters
  Score: Raw -938622.466024 + Penalty 3028.680001 = -935593.786023
  nChanged 128
		SP:Iteration 18Q (201694.390000 sec): 3 clusters
  Score: Raw -938684.082691 + Penalty 3028.680001 = -935655.402689
  nChanged 147
		SP:Iteration 19Q (201694.610000 sec): 3 clusters
  Score: Raw -938752.137097 + Penalty 3028.680001 = -935723.457096
  nChanged 145
		SP:Iteration 20F (201694.790000 sec): 3 clusters
  Score: Raw -938839.309186 + Penalty 3028.680001 = -935810.629184
  nChanged 164
		SP:Iteration 21Q (201695.050000 sec): 3 clusters
  Score: Raw -938921.893070 + Penalty 3028.680001 = -935893.213068
  nChanged 163
		SP:Iteration 22Q (201695.270000 sec): 3 clusters
  Score: Raw -939013.604682 + Penalty 3028.680001 = -935984.924680
  nChanged 170
		SP:Iteration 23Q (201695.450000 sec): 3 clusters
  Score: Raw -939117.531475 + Penalty 3028.680001 = -936088.851474
  nChanged 177
		SP:Iteration 24Q (201695.690000 sec): 3 clusters
  Score: Raw -939222.412835 + Penalty 3028.680001 = -936193.732833
  nChanged 154
		SP:Iteration 25Q (201695.880000 sec): 3 clusters
  Score: Raw -939315.924194 + Penalty 3028.680001 = -936287.244193
  nChanged 155
		SP:Iteration 26Q (201696.100000 sec): 3 clusters
  Score: Raw -939399.233033 + Penalty 3028.680001 = -936370.553032
  nChanged 132
		SP:Iteration 27Q (201696.300000 sec): 3 clusters
  Score: Raw -939474.950931 + Penalty 3028.680001 = -936446.270929
  nChanged 124
		SP:Iteration 28Q (201696.500000 sec): 3 clusters
  Score: Raw -939551.560411 + Penalty 3028.680001 = -936522.880410
  nChanged 118
		SP:Iteration 29Q (201696.710000 sec): 3 clusters
  Score: Raw -939623.424298 + Penalty 3028.680001 = -936594.744296
  nChanged 131
		SP:Iteration 30Q (201696.940000 sec): 3 clusters
  Score: Raw -939706.713985 + Penalty 3028.680001 = -936678.033984
  nChanged 117
		SP:Iteration 31Q (201697.150000 sec): 3 clusters
  Score: Raw -939791.599724 + Penalty 3028.680001 = -936762.919723
  nChanged 112
		SP:Iteration 32Q (201697.350000 sec): 3 clusters
  Score: Raw -939862.005604 + Penalty 3028.680001 = -936833.325602
  nChanged 86
		SP:Iteration 33Q (201697.610000 sec): 3 clusters
  Score: Raw -939909.976061 + Penalty 3028.680001 = -936881.296059
  nChanged 76
		SP:Iteration 34Q (201697.820000 sec): 3 clusters
  Score: Raw -939938.248027 + Penalty 3028.680001 = -936909.568026
  nChanged 55
		SP:Iteration 35Q (201698.010000 sec): 3 clusters
  Score: Raw -939954.497623 + Penalty 3028.680001 = -936925.817622
  nChanged 32
		SP:Iteration 36Q (201698.220000 sec): 3 clusters
  Score: Raw -939964.066894 + Penalty 3028.680001 = -936935.386893
  nChanged 28
		SP:Iteration 37Q (201698.460000 sec): 3 clusters
  Score: Raw -939973.588581 + Penalty 3028.680001 = -936944.908580
  nChanged 24
		SP:Iteration 38Q (201698.650000 sec): 3 clusters
  Score: Raw -939978.921299 + Penalty 3028.680001 = -936950.241298
  nChanged 23
		SP:Iteration 39Q (201698.840000 sec): 3 clusters
  Score: Raw -939983.437584 + Penalty 3028.680001 = -936954.757583
  nChanged 14
		SP:Iteration 40F (201699.050000 sec): 3 clusters
  Score: Raw -939986.328716 + Penalty 3028.680001 = -936957.648715
  nChanged 14
		SP:Iteration 41Q (201699.280000 sec): 3 clusters
  Score: Raw -939989.216567 + Penalty 3028.680001 = -936960.536566
  nChanged 12
		SP:Iteration 42Q (201699.490000 sec): 3 clusters
  Score: Raw -939991.466435 + Penalty 3028.680001 = -936962.786434
  nChanged 11
		SP:Iteration 43Q (201699.730000 sec): 3 clusters
  Score: Raw -939994.140295 + Penalty 3028.680001 = -936965.460293
  nChanged 11
		SP:Iteration 44Q (201699.970000 sec): 3 clusters
  Score: Raw -939996.475908 + Penalty 3028.680001 = -936967.795907
  nChanged 11
		SP:Iteration 45Q (201700.200000 sec): 3 clusters
  Score: Raw -939997.927203 + Penalty 3028.680001 = -936969.247202
  nChanged 7
		SP:Iteration 46Q (201700.370000 sec): 3 clusters
  Score: Raw -939998.998145 + Penalty 3028.680001 = -936970.318144
  nChanged 5
		SP:Iteration 47Q (201700.580000 sec): 3 clusters
  Score: Raw -939999.460177 + Penalty 3028.680001 = -936970.780175
  nChanged 1
		SP:Iteration 48Q (201700.820000 sec): 3 clusters
  Score: Raw -939999.747354 + Penalty 3028.680001 = -936971.067353
  nChanged 2
		SP:Iteration 49Q (201701.040000 sec): 3 clusters
  Score: Raw -939999.958624 + Penalty 3028.680001 = -936971.278623
  nChanged 1
		SP:Iteration 50Q (201701.220000 sec): 3 clusters
  Score: Raw -940000.091532 + Penalty 3028.680001 = -936971.411530
  nChanged 2
		SP:Iteration 51Q (201701.420000 sec): 3 clusters
  Score: Raw -940000.491691 + Penalty 3028.680001 = -936971.811690
  nChanged 1
		SP:Iteration 52Q (201701.610000 sec): 3 clusters
  Score: Raw -940000.548373 + Penalty 3028.680001 = -936971.868371
  nChanged 0
		SP:Iteration 53F (201701.820000 sec): 3 clusters
  Score: Raw -940000.548373 + Penalty 3028.680001 = -936971.868371
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 18 (8793 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201701.960000 sec): 2 clusters
  Score: Raw -679871.618505 + Penalty 1475.778075 = -678395.840430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201702.170000 sec): 3 clusters
  Score: Raw -674979.626722 + Penalty 2951.556150 = -672028.070572
  nChanged 3777
		SP:Iteration 1F (201702.380000 sec): 3 clusters
  Score: Raw -677465.408942 + Penalty 2951.556150 = -674513.852793
  nChanged 714
		SP:Iteration 2F (201702.580000 sec): 3 clusters
  Score: Raw -677959.912483 + Penalty 2951.556150 = -675008.356334
  nChanged 579
		SP:Iteration 3F (201702.800000 sec): 3 clusters
  Score: Raw -678291.554055 + Penalty 2951.556150 = -675339.997905
  nChanged 466
		SP:Iteration 4F (201702.970000 sec): 3 clusters
  Score: Raw -678514.606747 + Penalty 2951.556150 = -675563.050597
  nChanged 357
		SP:Iteration 5Q (201703.180000 sec): 3 clusters
  Score: Raw -678662.475240 + Penalty 2951.556150 = -675710.919091
  nChanged 293
		SP:Iteration 6Q (201703.380000 sec): 3 clusters
  Score: Raw -678771.153556 + Penalty 2951.556150 = -675819.597406
  nChanged 236
		SP:Iteration 7Q (201703.620000 sec): 3 clusters
  Score: Raw -678859.074089 + Penalty 2951.556150 = -675907.517939
  nChanged 216
		SP:Iteration 8Q (201703.810000 sec): 3 clusters
  Score: Raw -678940.802283 + Penalty 2951.556150 = -675989.246133
  nChanged 185
		SP:Iteration 9Q (201704.040000 sec): 3 clusters
  Score: Raw -679004.703662 + Penalty 2951.556150 = -676053.147512
  nChanged 175
		SP:Iteration 10Q (201704.240000 sec): 3 clusters
  Score: Raw -679071.000333 + Penalty 2951.556150 = -676119.444183
  nChanged 172
		SP:Iteration 11Q (201704.450000 sec): 3 clusters
  Score: Raw -679150.023866 + Penalty 2951.556150 = -676198.467717
  nChanged 179
		SP:Iteration 12Q (201704.630000 sec): 3 clusters
  Score: Raw -679236.958713 + Penalty 2951.556150 = -676285.402563
  nChanged 179
		SP:Iteration 13Q (201704.840000 sec): 3 clusters
  Score: Raw -679318.616368 + Penalty 2951.556150 = -676367.060219
  nChanged 163
		SP:Iteration 14Q (201705.050000 sec): 3 clusters
  Score: Raw -679399.048396 + Penalty 2951.556150 = -676447.492246
  nChanged 157
		SP:Iteration 15Q (201705.200000 sec): 3 clusters
  Score: Raw -679479.264027 + Penalty 2951.556150 = -676527.707878
  nChanged 150
		SP:Iteration 16Q (201705.430000 sec): 3 clusters
  Score: Raw -679552.555128 + Penalty 2951.556150 = -676600.998979
  nChanged 161
		SP:Iteration 17Q (201705.640000 sec): 3 clusters
  Score: Raw -679626.532647 + Penalty 2951.556150 = -676674.976497
  nChanged 145
		SP:Iteration 18Q (201705.860000 sec): 3 clusters
  Score: Raw -679683.632378 + Penalty 2951.556150 = -676732.076228
  nChanged 138
		SP:Iteration 19Q (201706.070000 sec): 3 clusters
  Score: Raw -679743.002123 + Penalty 2951.556150 = -676791.445973
  nChanged 126
		SP:Iteration 20F (201706.300000 sec): 3 clusters
  Score: Raw -679791.631871 + Penalty 2951.556150 = -676840.075721
  nChanged 127
		SP:Iteration 21Q (201706.520000 sec): 3 clusters
  Score: Raw -679841.806760 + Penalty 2951.556150 = -676890.250610
  nChanged 115
		SP:Iteration 22Q (201706.720000 sec): 3 clusters
  Score: Raw -679896.083128 + Penalty 2951.556150 = -676944.526979
  nChanged 105
		SP:Iteration 23Q (201706.900000 sec): 3 clusters
  Score: Raw -679932.829529 + Penalty 2951.556150 = -676981.273379
  nChanged 76
		SP:Iteration 24Q (201707.130000 sec): 3 clusters
  Score: Raw -679960.320039 + Penalty 2951.556150 = -677008.763889
  nChanged 78
		SP:Iteration 25Q (201707.350000 sec): 3 clusters
  Score: Raw -679984.783217 + Penalty 2951.556150 = -677033.227067
  nChanged 74
		SP:Iteration 26Q (201707.530000 sec): 3 clusters
  Score: Raw -680009.941103 + Penalty 2951.556150 = -677058.384954
  nChanged 76
		SP:Iteration 27Q (201707.740000 sec): 3 clusters
  Score: Raw -680037.227388 + Penalty 2951.556150 = -677085.671239
  nChanged 67
		SP:Iteration 28Q (201707.980000 sec): 3 clusters
  Score: Raw -680058.989521 + Penalty 2951.556150 = -677107.433371
  nChanged 59
		SP:Iteration 29Q (201708.140000 sec): 3 clusters
  Score: Raw -680079.770378 + Penalty 2951.556150 = -677128.214229
  nChanged 62
		SP:Iteration 30Q (201708.340000 sec): 3 clusters
  Score: Raw -680102.485656 + Penalty 2951.556150 = -677150.929507
  nChanged 63
		SP:Iteration 31Q (201708.530000 sec): 3 clusters
  Score: Raw -680135.886440 + Penalty 2951.556150 = -677184.330291
  nChanged 74
		SP:Iteration 32Q (201708.720000 sec): 3 clusters
  Score: Raw -680170.502375 + Penalty 2951.556150 = -677218.946226
  nChanged 68
		SP:Iteration 33Q (201708.920000 sec): 3 clusters
  Score: Raw -680209.562873 + Penalty 2951.556150 = -677258.006724
  nChanged 66
		SP:Iteration 34Q (201709.120000 sec): 3 clusters
  Score: Raw -680248.889667 + Penalty 2951.556150 = -677297.333517
  nChanged 69
		SP:Iteration 35Q (201709.350000 sec): 3 clusters
  Score: Raw -680281.541856 + Penalty 2951.556150 = -677329.985707
  nChanged 60
		SP:Iteration 36Q (201709.560000 sec): 3 clusters
  Score: Raw -680309.376433 + Penalty 2951.556150 = -677357.820283
  nChanged 49
		SP:Iteration 37Q (201709.740000 sec): 3 clusters
  Score: Raw -680328.410164 + Penalty 2951.556150 = -677376.854014
  nChanged 38
		SP:Iteration 38Q (201709.950000 sec): 3 clusters
  Score: Raw -680340.893058 + Penalty 2951.556150 = -677389.336908
  nChanged 31
		SP:Iteration 39Q (201710.150000 sec): 3 clusters
  Score: Raw -680353.202613 + Penalty 2951.556150 = -677401.646463
  nChanged 33
		SP:Iteration 40F (201710.330000 sec): 3 clusters
  Score: Raw -680366.873212 + Penalty 2951.556150 = -677415.317062
  nChanged 39
		SP:Iteration 41Q (201710.540000 sec): 3 clusters
  Score: Raw -680384.799016 + Penalty 2951.556150 = -677433.242866
  nChanged 36
		SP:Iteration 42Q (201710.760000 sec): 3 clusters
  Score: Raw -680399.507255 + Penalty 2951.556150 = -677447.951105
  nChanged 29
		SP:Iteration 43Q (201710.940000 sec): 3 clusters
  Score: Raw -680410.693304 + Penalty 2951.556150 = -677459.137154
  nChanged 30
		SP:Iteration 44Q (201711.160000 sec): 3 clusters
  Score: Raw -680422.185199 + Penalty 2951.556150 = -677470.629050
  nChanged 19
		SP:Iteration 45Q (201711.350000 sec): 3 clusters
  Score: Raw -680431.871487 + Penalty 2951.556150 = -677480.315337
  nChanged 19
		SP:Iteration 46Q (201711.580000 sec): 3 clusters
  Score: Raw -680439.661643 + Penalty 2951.556150 = -677488.105494
  nChanged 20
		SP:Iteration 47Q (201711.800000 sec): 3 clusters
  Score: Raw -680445.625764 + Penalty 2951.556150 = -677494.069614
  nChanged 12
		SP:Iteration 48Q (201711.980000 sec): 3 clusters
  Score: Raw -680448.774000 + Penalty 2951.556150 = -677497.217850
  nChanged 7
		SP:Iteration 49Q (201712.220000 sec): 3 clusters
  Score: Raw -680450.199062 + Penalty 2951.556150 = -677498.642913
  nChanged 3
		SP:Iteration 50Q (201712.430000 sec): 3 clusters
  Score: Raw -680451.008035 + Penalty 2951.556150 = -677499.451886
  nChanged 2
		SP:Iteration 51Q (201712.600000 sec): 3 clusters
  Score: Raw -680451.482078 + Penalty 2951.556150 = -677499.925929
  nChanged 3
		SP:Iteration 52Q (201712.790000 sec): 3 clusters
  Score: Raw -680452.108991 + Penalty 2951.556150 = -677500.552841
  nChanged 3
		SP:Iteration 53Q (201713.040000 sec): 3 clusters
  Score: Raw -680452.787612 + Penalty 2951.556150 = -677501.231462
  nChanged 2
		SP:Iteration 54Q (201713.250000 sec): 3 clusters
  Score: Raw -680453.403949 + Penalty 2951.556150 = -677501.847800
  nChanged 4
		SP:Iteration 55Q (201713.420000 sec): 3 clusters
  Score: Raw -680454.420526 + Penalty 2951.556150 = -677502.864376
  nChanged 4
		SP:Iteration 56Q (201713.630000 sec): 3 clusters
  Score: Raw -680455.470908 + Penalty 2951.556150 = -677503.914758
  nChanged 3
		SP:Iteration 57Q (201713.780000 sec): 3 clusters
  Score: Raw -680456.418566 + Penalty 2951.556150 = -677504.862417
  nChanged 4
		SP:Iteration 58Q (201713.980000 sec): 3 clusters
  Score: Raw -680457.601308 + Penalty 2951.556150 = -677506.045158
  nChanged 3
		SP:Iteration 59Q (201714.190000 sec): 3 clusters
  Score: Raw -680458.543954 + Penalty 2951.556150 = -677506.987804
  nChanged 6
		SP:Iteration 60F (201714.360000 sec): 3 clusters
  Score: Raw -680460.221791 + Penalty 2951.556150 = -677508.665642
  nChanged 4
		SP:Iteration 61Q (201714.600000 sec): 3 clusters
  Score: Raw -680461.324583 + Penalty 2951.556150 = -677509.768434
  nChanged 2
		SP:Iteration 62Q (201714.800000 sec): 3 clusters
  Score: Raw -680461.738974 + Penalty 2951.556150 = -677510.182825
  nChanged 2
		SP:Iteration 63Q (201714.970000 sec): 3 clusters
  Score: Raw -680462.162695 + Penalty 2951.556150 = -677510.606545
  nChanged 1
		SP:Iteration 64Q (201715.180000 sec): 3 clusters
  Score: Raw -680462.271247 + Penalty 2951.556150 = -677510.715097
  nChanged 0
		SP:Iteration 65F (201715.400000 sec): 3 clusters
  Score: Raw -680462.271247 + Penalty 2951.556150 = -677510.715097
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 19 (171169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201716.120000 sec): 2 clusters
  Score: Raw -14793374.669389 + Penalty 1958.191081 = -14791416.478309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201717.000000 sec): 3 clusters
  Score: Raw -14680291.094708 + Penalty 3916.382162 = -14676374.712546
  nChanged 82854
		SP:Iteration 1F (201717.820000 sec): 3 clusters
  Score: Raw -14729925.448486 + Penalty 3916.382162 = -14726009.066324
  nChanged 5706
		SP:Iteration 2Q (201718.730000 sec): 3 clusters
  Score: Raw -14731564.012601 + Penalty 3916.382162 = -14727647.630439
  nChanged 7171
		SP:Iteration 3Q (201719.650000 sec): 3 clusters
  Score: Raw -14734129.013683 + Penalty 3916.382162 = -14730212.631521
  nChanged 8916
		SP:Iteration 4F (201720.520000 sec): 3 clusters
  Score: Raw -14738428.860671 + Penalty 3916.382162 = -14734512.478509
  nChanged 11252
		SP:Iteration 5F (201721.430000 sec): 3 clusters
  Score: Raw -14745655.263915 + Penalty 3916.382162 = -14741738.881753
  nChanged 13038
		SP:Iteration 6F (201722.310000 sec): 3 clusters
  Score: Raw -14755913.674413 + Penalty 3916.382162 = -14751997.292251
  nChanged 13023
		SP:Iteration 7F (201723.210000 sec): 3 clusters
  Score: Raw -14767542.724597 + Penalty 3916.382162 = -14763626.342435
  nChanged 10997
		SP:Iteration 8F (201724.070000 sec): 3 clusters
  Score: Raw -14777617.103912 + Penalty 3916.382162 = -14773700.721751
  nChanged 7795
		SP:Iteration 9Q (201725.010000 sec): 3 clusters
  Score: Raw -14784723.982401 + Penalty 3916.382162 = -14780807.600240
  nChanged 4988
		SP:Iteration 10Q (201725.930000 sec): 3 clusters
  Score: Raw -14789127.760068 + Penalty 3916.382162 = -14785211.377906
  nChanged 2875
		SP:Iteration 11Q (201726.780000 sec): 3 clusters
  Score: Raw -14791549.333898 + Penalty 3916.382162 = -14787632.951736
  nChanged 1414
		SP:Iteration 12Q (201727.490000 sec): 3 clusters
  Score: Raw -14792673.964791 + Penalty 3916.382162 = -14788757.582630
  nChanged 639
		SP:Iteration 13Q (201728.190000 sec): 3 clusters
  Score: Raw -14793165.563069 + Penalty 3916.382162 = -14789249.180907
  nChanged 269
		SP:Iteration 14Q (201728.950000 sec): 3 clusters
  Score: Raw -14793368.795327 + Penalty 3916.382162 = -14789452.413165
  nChanged 122
		SP:Iteration 15Q (201729.650000 sec): 3 clusters
  Score: Raw -14793475.152808 + Penalty 3916.382162 = -14789558.770646
  nChanged 80
		SP:Iteration 16Q (201730.420000 sec): 3 clusters
  Score: Raw -14793549.356611 + Penalty 3916.382162 = -14789632.974449
  nChanged 40
		SP:Iteration 17Q (201731.190000 sec): 3 clusters
  Score: Raw -14793581.677509 + Penalty 3916.382162 = -14789665.295347
  nChanged 23
		SP:Iteration 18Q (201731.930000 sec): 3 clusters
  Score: Raw -14793602.131572 + Penalty 3916.382162 = -14789685.749411
  nChanged 19
		SP:Iteration 19Q (201732.740000 sec): 3 clusters
  Score: Raw -14793621.276080 + Penalty 3916.382162 = -14789704.893918
  nChanged 13
		SP:Iteration 20F (201733.580000 sec): 3 clusters
  Score: Raw -14793631.699962 + Penalty 3916.382162 = -14789715.317800
  nChanged 2
		SP:Iteration 21Q (201734.420000 sec): 3 clusters
  Score: Raw -14793635.142171 + Penalty 3916.382162 = -14789718.760009
  nChanged 3
		SP:Iteration 22Q (201735.210000 sec): 3 clusters
  Score: Raw -14793639.676943 + Penalty 3916.382162 = -14789723.294781
  nChanged 5
		SP:Iteration 23Q (201735.940000 sec): 3 clusters
  Score: Raw -14793645.010580 + Penalty 3916.382162 = -14789728.628418
  nChanged 2
		SP:Iteration 24Q (201736.640000 sec): 3 clusters
  Score: Raw -14793646.340078 + Penalty 3916.382162 = -14789729.957916
  nChanged 2
		SP:Iteration 25Q (201737.260000 sec): 3 clusters
  Score: Raw -14793648.674311 + Penalty 3916.382162 = -14789732.292150
  nChanged 2
		SP:Iteration 26Q (201738.000000 sec): 3 clusters
  Score: Raw -14793652.963071 + Penalty 3916.382162 = -14789736.580909
  nChanged 5
		SP:Iteration 27Q (201738.650000 sec): 3 clusters
  Score: Raw -14793659.468238 + Penalty 3916.382162 = -14789743.086076
  nChanged 4
		SP:Iteration 28Q (201739.290000 sec): 3 clusters
  Score: Raw -14793664.135412 + Penalty 3916.382162 = -14789747.753250
  nChanged 3
		SP:Iteration 29Q (201740.010000 sec): 3 clusters
  Score: Raw -14793667.094569 + Penalty 3916.382162 = -14789750.712408
  nChanged 1
		SP:Iteration 30Q (201740.860000 sec): 3 clusters
  Score: Raw -14793667.869615 + Penalty 3916.382162 = -14789751.487453
  nChanged 0
		SP:Iteration 31F (201741.730000 sec): 3 clusters
  Score: Raw -14793667.869615 + Penalty 3916.382162 = -14789751.487453
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 20 (15515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201741.870000 sec): 2 clusters
  Score: Raw -1335022.388192 + Penalty 1568.053919 = -1333454.334273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201742.090000 sec): 3 clusters
  Score: Raw -1325881.978674 + Penalty 3136.107837 = -1322745.870836
  nChanged 6930
		SP:Iteration 1F (201742.350000 sec): 3 clusters
  Score: Raw -1329921.720876 + Penalty 3136.107837 = -1326785.613038
  nChanged 1116
		SP:Iteration 2F (201742.620000 sec): 3 clusters
  Score: Raw -1330584.283546 + Penalty 3136.107837 = -1327448.175708
  nChanged 1144
		SP:Iteration 3F (201742.820000 sec): 3 clusters
  Score: Raw -1331315.744786 + Penalty 3136.107837 = -1328179.636948
  nChanged 1086
		SP:Iteration 4F (201743.060000 sec): 3 clusters
  Score: Raw -1331938.284272 + Penalty 3136.107837 = -1328802.176435
  nChanged 914
		SP:Iteration 5F (201743.320000 sec): 3 clusters
  Score: Raw -1332421.181550 + Penalty 3136.107837 = -1329285.073712
  nChanged 744
		SP:Iteration 6Q (201743.530000 sec): 3 clusters
  Score: Raw -1332779.020760 + Penalty 3136.107837 = -1329642.912923
  nChanged 588
		SP:Iteration 7Q (201743.770000 sec): 3 clusters
  Score: Raw -1333041.354125 + Penalty 3136.107837 = -1329905.246287
  nChanged 486
		SP:Iteration 8Q (201744.030000 sec): 3 clusters
  Score: Raw -1333245.319987 + Penalty 3136.107837 = -1330109.212149
  nChanged 417
		SP:Iteration 9Q (201744.310000 sec): 3 clusters
  Score: Raw -1333440.687916 + Penalty 3136.107837 = -1330304.580079
  nChanged 384
		SP:Iteration 10Q (201744.550000 sec): 3 clusters
  Score: Raw -1333629.048323 + Penalty 3136.107837 = -1330492.940485
  nChanged 359
		SP:Iteration 11Q (201744.790000 sec): 3 clusters
  Score: Raw -1333831.458183 + Penalty 3136.107837 = -1330695.350345
  nChanged 327
		SP:Iteration 12Q (201745.000000 sec): 3 clusters
  Score: Raw -1334037.863234 + Penalty 3136.107837 = -1330901.755396
  nChanged 318
		SP:Iteration 13Q (201745.240000 sec): 3 clusters
  Score: Raw -1334283.441005 + Penalty 3136.107837 = -1331147.333168
  nChanged 286
		SP:Iteration 14Q (201745.460000 sec): 3 clusters
  Score: Raw -1334498.269900 + Penalty 3136.107837 = -1331362.162063
  nChanged 246
		SP:Iteration 15Q (201745.700000 sec): 3 clusters
  Score: Raw -1334651.854212 + Penalty 3136.107837 = -1331515.746374
  nChanged 203
		SP:Iteration 16Q (201745.960000 sec): 3 clusters
  Score: Raw -1334767.893763 + Penalty 3136.107837 = -1331631.785926
  nChanged 164
		SP:Iteration 17Q (201746.200000 sec): 3 clusters
  Score: Raw -1334874.677912 + Penalty 3136.107837 = -1331738.570075
  nChanged 144
		SP:Iteration 18Q (201746.400000 sec): 3 clusters
  Score: Raw -1334954.561199 + Penalty 3136.107837 = -1331818.453362
  nChanged 135
		SP:Iteration 19Q (201746.630000 sec): 3 clusters
  Score: Raw -1335020.376214 + Penalty 3136.107837 = -1331884.268377
  nChanged 103
		SP:Iteration 20F (201746.850000 sec): 3 clusters
  Score: Raw -1335068.261691 + Penalty 3136.107837 = -1331932.153854
  nChanged 79
		SP:Iteration 21Q (201747.100000 sec): 3 clusters
  Score: Raw -1335099.580747 + Penalty 3136.107837 = -1331963.472910
  nChanged 70
		SP:Iteration 22Q (201747.370000 sec): 3 clusters
  Score: Raw -1335129.715200 + Penalty 3136.107837 = -1331993.607363
  nChanged 50
		SP:Iteration 23Q (201747.560000 sec): 3 clusters
  Score: Raw -1335153.491787 + Penalty 3136.107837 = -1332017.383949
  nChanged 58
		SP:Iteration 24Q (201747.850000 sec): 3 clusters
  Score: Raw -1335178.776114 + Penalty 3136.107837 = -1332042.668276
  nChanged 54
		SP:Iteration 25Q (201748.090000 sec): 3 clusters
  Score: Raw -1335199.769006 + Penalty 3136.107837 = -1332063.661169
  nChanged 42
		SP:Iteration 26Q (201748.300000 sec): 3 clusters
  Score: Raw -1335216.882921 + Penalty 3136.107837 = -1332080.775084
  nChanged 38
		SP:Iteration 27Q (201748.550000 sec): 3 clusters
  Score: Raw -1335232.000698 + Penalty 3136.107837 = -1332095.892860
  nChanged 35
		SP:Iteration 28Q (201748.790000 sec): 3 clusters
  Score: Raw -1335247.598811 + Penalty 3136.107837 = -1332111.490974
  nChanged 29
		SP:Iteration 29Q (201749.020000 sec): 3 clusters
  Score: Raw -1335257.873353 + Penalty 3136.107837 = -1332121.765516
  nChanged 33
		SP:Iteration 30Q (201749.290000 sec): 3 clusters
  Score: Raw -1335268.569934 + Penalty 3136.107837 = -1332132.462096
  nChanged 24
		SP:Iteration 31Q (201749.490000 sec): 3 clusters
  Score: Raw -1335276.096539 + Penalty 3136.107837 = -1332139.988701
  nChanged 27
		SP:Iteration 32Q (201749.750000 sec): 3 clusters
  Score: Raw -1335285.461856 + Penalty 3136.107837 = -1332149.354019
  nChanged 20
		SP:Iteration 33Q (201749.970000 sec): 3 clusters
  Score: Raw -1335291.341385 + Penalty 3136.107837 = -1332155.233548
  nChanged 15
		SP:Iteration 34Q (201750.160000 sec): 3 clusters
  Score: Raw -1335298.054697 + Penalty 3136.107837 = -1332161.946859
  nChanged 12
		SP:Iteration 35Q (201750.390000 sec): 3 clusters
  Score: Raw -1335304.894239 + Penalty 3136.107837 = -1332168.786401
  nChanged 14
		SP:Iteration 36Q (201750.630000 sec): 3 clusters
  Score: Raw -1335309.523790 + Penalty 3136.107837 = -1332173.415953
  nChanged 10
		SP:Iteration 37Q (201750.840000 sec): 3 clusters
  Score: Raw -1335312.264054 + Penalty 3136.107837 = -1332176.156217
  nChanged 11
		SP:Iteration 38Q (201751.070000 sec): 3 clusters
  Score: Raw -1335315.553375 + Penalty 3136.107837 = -1332179.445537
  nChanged 11
		SP:Iteration 39Q (201751.320000 sec): 3 clusters
  Score: Raw -1335318.531490 + Penalty 3136.107837 = -1332182.423653
  nChanged 12
		SP:Iteration 40F (201751.550000 sec): 3 clusters
  Score: Raw -1335323.307865 + Penalty 3136.107837 = -1332187.200028
  nChanged 9
		SP:Iteration 41Q (201751.790000 sec): 3 clusters
  Score: Raw -1335326.520333 + Penalty 3136.107837 = -1332190.412495
  nChanged 8
		SP:Iteration 42Q (201752.050000 sec): 3 clusters
  Score: Raw -1335328.001474 + Penalty 3136.107837 = -1332191.893637
  nChanged 2
		SP:Iteration 43Q (201752.260000 sec): 3 clusters
  Score: Raw -1335328.444075 + Penalty 3136.107837 = -1332192.336238
  nChanged 0
		SP:Iteration 44F (201752.490000 sec): 3 clusters
  Score: Raw -1335328.444075 + Penalty 3136.107837 = -1332192.336238
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 21 (4989 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201752.620000 sec): 2 clusters
  Score: Raw -424839.448776 + Penalty 1383.686000 = -423455.762776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201752.830000 sec): 3 clusters
  Score: Raw -422260.137449 + Penalty 2767.372000 = -419492.765449
  nChanged 2005
		SP:Iteration 1F (201752.990000 sec): 3 clusters
  Score: Raw -423321.895056 + Penalty 2767.372000 = -420554.523056
  nChanged 350
		SP:Iteration 2F (201753.190000 sec): 3 clusters
  Score: Raw -423499.939141 + Penalty 2767.372000 = -420732.567142
  nChanged 254
		SP:Iteration 3F (201753.390000 sec): 3 clusters
  Score: Raw -423618.106684 + Penalty 2767.372000 = -420850.734684
  nChanged 213
		SP:Iteration 4Q (201753.530000 sec): 3 clusters
  Score: Raw -423713.139024 + Penalty 2767.372000 = -420945.767024
  nChanged 181
		SP:Iteration 5Q (201753.730000 sec): 3 clusters
  Score: Raw -423790.096689 + Penalty 2767.372000 = -421022.724689
  nChanged 155
		SP:Iteration 6Q (201753.920000 sec): 3 clusters
  Score: Raw -423868.707288 + Penalty 2767.372000 = -421101.335288
  nChanged 162
		SP:Iteration 7Q (201754.090000 sec): 3 clusters
  Score: Raw -423947.798362 + Penalty 2767.372000 = -421180.426362
  nChanged 136
		SP:Iteration 8Q (201754.330000 sec): 3 clusters
  Score: Raw -424008.988315 + Penalty 2767.372000 = -421241.616316
  nChanged 132
		SP:Iteration 9Q (201754.490000 sec): 3 clusters
  Score: Raw -424088.239881 + Penalty 2767.372000 = -421320.867881
  nChanged 134
		SP:Iteration 10Q (201754.690000 sec): 3 clusters
  Score: Raw -424174.787625 + Penalty 2767.372000 = -421407.415626
  nChanged 140
		SP:Iteration 11Q (201754.920000 sec): 3 clusters
  Score: Raw -424259.795146 + Penalty 2767.372000 = -421492.423147
  nChanged 148
		SP:Iteration 12Q (201755.120000 sec): 3 clusters
  Score: Raw -424334.682768 + Penalty 2767.372000 = -421567.310768
  nChanged 137
		SP:Iteration 13Q (201755.290000 sec): 3 clusters
  Score: Raw -424403.170815 + Penalty 2767.372000 = -421635.798816
  nChanged 115
		SP:Iteration 14Q (201755.500000 sec): 3 clusters
  Score: Raw -424456.497898 + Penalty 2767.372000 = -421689.125898
  nChanged 99
		SP:Iteration 15Q (201755.710000 sec): 3 clusters
  Score: Raw -424499.684564 + Penalty 2767.372000 = -421732.312564
  nChanged 114
		SP:Iteration 16Q (201755.880000 sec): 3 clusters
  Score: Raw -424551.300921 + Penalty 2767.372000 = -421783.928922
  nChanged 114
		SP:Iteration 17Q (201756.070000 sec): 3 clusters
  Score: Raw -424611.297893 + Penalty 2767.372000 = -421843.925894
  nChanged 106
		SP:Iteration 18Q (201756.270000 sec): 3 clusters
  Score: Raw -424667.648105 + Penalty 2767.372000 = -421900.276105
  nChanged 101
		SP:Iteration 19Q (201756.490000 sec): 3 clusters
  Score: Raw -424714.555548 + Penalty 2767.372000 = -421947.183549
  nChanged 108
		SP:Iteration 20F (201756.730000 sec): 3 clusters
  Score: Raw -424759.994485 + Penalty 2767.372000 = -421992.622486
  nChanged 82
		SP:Iteration 21Q (201756.890000 sec): 3 clusters
  Score: Raw -424800.036498 + Penalty 2767.372000 = -422032.664499
  nChanged 102
		SP:Iteration 22Q (201757.080000 sec): 3 clusters
  Score: Raw -424854.788531 + Penalty 2767.372000 = -422087.416531
  nChanged 112
		SP:Iteration 23Q (201757.290000 sec): 3 clusters
  Score: Raw -424917.466025 + Penalty 2767.372000 = -422150.094025
  nChanged 104
		SP:Iteration 24Q (201757.460000 sec): 3 clusters
  Score: Raw -424975.550080 + Penalty 2767.372000 = -422208.178080
  nChanged 93
		SP:Iteration 25Q (201757.690000 sec): 3 clusters
  Score: Raw -425030.187826 + Penalty 2767.372000 = -422262.815826
  nChanged 87
		SP:Iteration 26Q (201757.880000 sec): 3 clusters
  Score: Raw -425081.721844 + Penalty 2767.372000 = -422314.349844
  nChanged 73
		SP:Iteration 27Q (201758.070000 sec): 3 clusters
  Score: Raw -425119.373659 + Penalty 2767.372000 = -422352.001660
  nChanged 66
		SP:Iteration 28Q (201758.230000 sec): 3 clusters
  Score: Raw -425149.013902 + Penalty 2767.372000 = -422381.641903
  nChanged 39
		SP:Iteration 29Q (201758.450000 sec): 3 clusters
  Score: Raw -425171.106220 + Penalty 2767.372000 = -422403.734220
  nChanged 55
		SP:Iteration 30Q (201758.620000 sec): 3 clusters
  Score: Raw -425206.284700 + Penalty 2767.372000 = -422438.912700
  nChanged 58
		SP:Iteration 31Q (201758.820000 sec): 3 clusters
  Score: Raw -425240.628505 + Penalty 2767.372000 = -422473.256506
  nChanged 51
		SP:Iteration 32Q (201759.030000 sec): 3 clusters
  Score: Raw -425268.008377 + Penalty 2767.372000 = -422500.636378
  nChanged 53
		SP:Iteration 33Q (201759.230000 sec): 3 clusters
  Score: Raw -425299.926169 + Penalty 2767.372000 = -422532.554169
  nChanged 44
		SP:Iteration 34Q (201759.430000 sec): 3 clusters
  Score: Raw -425321.520364 + Penalty 2767.372000 = -422554.148365
  nChanged 45
		SP:Iteration 35Q (201759.680000 sec): 3 clusters
  Score: Raw -425352.516731 + Penalty 2767.372000 = -422585.144731
  nChanged 44
		SP:Iteration 36Q (201759.850000 sec): 3 clusters
  Score: Raw -425389.093005 + Penalty 2767.372000 = -422621.721005
  nChanged 46
		SP:Iteration 37Q (201760.070000 sec): 3 clusters
  Score: Raw -425425.127347 + Penalty 2767.372000 = -422657.755347
  nChanged 37
		SP:Iteration 38Q (201760.270000 sec): 3 clusters
  Score: Raw -425448.757128 + Penalty 2767.372000 = -422681.385128
  nChanged 35
		SP:Iteration 39Q (201760.480000 sec): 3 clusters
  Score: Raw -425470.937548 + Penalty 2767.372000 = -422703.565548
  nChanged 28
		SP:Iteration 40F (201760.620000 sec): 3 clusters
  Score: Raw -425485.793810 + Penalty 2767.372000 = -422718.421810
  nChanged 21
		SP:Iteration 41Q (201760.840000 sec): 3 clusters
  Score: Raw -425495.132628 + Penalty 2767.372000 = -422727.760629
  nChanged 14
		SP:Iteration 42Q (201761.010000 sec): 3 clusters
  Score: Raw -425500.914738 + Penalty 2767.372000 = -422733.542739
  nChanged 13
		SP:Iteration 43Q (201761.240000 sec): 3 clusters
  Score: Raw -425507.610317 + Penalty 2767.372000 = -422740.238318
  nChanged 16
		SP:Iteration 44Q (201761.380000 sec): 3 clusters
  Score: Raw -425512.858118 + Penalty 2767.372000 = -422745.486118
  nChanged 14
		SP:Iteration 45Q (201761.610000 sec): 3 clusters
  Score: Raw -425519.324551 + Penalty 2767.372000 = -422751.952551
  nChanged 16
		SP:Iteration 46Q (201761.760000 sec): 3 clusters
  Score: Raw -425527.255929 + Penalty 2767.372000 = -422759.883929
  nChanged 14
		SP:Iteration 47Q (201761.970000 sec): 3 clusters
  Score: Raw -425533.395121 + Penalty 2767.372000 = -422766.023122
  nChanged 7
		SP:Iteration 48Q (201762.140000 sec): 3 clusters
  Score: Raw -425537.068081 + Penalty 2767.372000 = -422769.696081
  nChanged 7
		SP:Iteration 49Q (201762.380000 sec): 3 clusters
  Score: Raw -425539.841646 + Penalty 2767.372000 = -422772.469647
  nChanged 3
		SP:Iteration 50Q (201762.580000 sec): 3 clusters
  Score: Raw -425540.812211 + Penalty 2767.372000 = -422773.440212
  nChanged 3
		SP:Iteration 51Q (201762.780000 sec): 3 clusters
  Score: Raw -425542.946768 + Penalty 2767.372000 = -422775.574769
  nChanged 4
		SP:Iteration 52Q (201762.980000 sec): 3 clusters
  Score: Raw -425543.998563 + Penalty 2767.372000 = -422776.626564
  nChanged 0
		SP:Iteration 53F (201763.200000 sec): 3 clusters
  Score: Raw -425543.998563 + Penalty 2767.372000 = -422776.626564
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 22 (13951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201763.350000 sec): 2 clusters
  Score: Raw -1211362.560529 + Penalty 1550.787301 = -1209811.773227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201763.590000 sec): 3 clusters
  Score: Raw -1203184.403917 + Penalty 3101.574603 = -1200082.829314
  nChanged 6177
		SP:Iteration 1F (201763.820000 sec): 3 clusters
  Score: Raw -1206705.522840 + Penalty 3101.574603 = -1203603.948237
  nChanged 804
		SP:Iteration 2F (201764.070000 sec): 3 clusters
  Score: Raw -1207062.504153 + Penalty 3101.574603 = -1203960.929550
  nChanged 685
		SP:Iteration 3Q (201764.350000 sec): 3 clusters
  Score: Raw -1207373.474408 + Penalty 3101.574603 = -1204271.899806
  nChanged 644
		SP:Iteration 4Q (201764.610000 sec): 3 clusters
  Score: Raw -1207706.816521 + Penalty 3101.574603 = -1204605.241918
  nChanged 683
		SP:Iteration 5Q (201764.890000 sec): 3 clusters
  Score: Raw -1208096.619113 + Penalty 3101.574603 = -1204995.044511
  nChanged 743
		SP:Iteration 6F (201765.130000 sec): 3 clusters
  Score: Raw -1208567.692106 + Penalty 3101.574603 = -1205466.117504
  nChanged 746
		SP:Iteration 7F (201765.370000 sec): 3 clusters
  Score: Raw -1209068.360982 + Penalty 3101.574603 = -1205966.786379
  nChanged 717
		SP:Iteration 8F (201765.600000 sec): 3 clusters
  Score: Raw -1209586.334134 + Penalty 3101.574603 = -1206484.759531
  nChanged 618
		SP:Iteration 9Q (201765.830000 sec): 3 clusters
  Score: Raw -1210081.285995 + Penalty 3101.574603 = -1206979.711393
  nChanged 560
		SP:Iteration 10Q (201766.090000 sec): 3 clusters
  Score: Raw -1210579.328561 + Penalty 3101.574603 = -1207477.753958
  nChanged 439
		SP:Iteration 11Q (201766.320000 sec): 3 clusters
  Score: Raw -1210975.276930 + Penalty 3101.574603 = -1207873.702327
  nChanged 326
		SP:Iteration 12Q (201766.580000 sec): 3 clusters
  Score: Raw -1211255.974009 + Penalty 3101.574603 = -1208154.399407
  nChanged 234
		SP:Iteration 13Q (201766.830000 sec): 3 clusters
  Score: Raw -1211444.504886 + Penalty 3101.574603 = -1208342.930283
  nChanged 152
		SP:Iteration 14Q (201767.070000 sec): 3 clusters
  Score: Raw -1211563.026018 + Penalty 3101.574603 = -1208461.451415
  nChanged 127
		SP:Iteration 15Q (201767.340000 sec): 3 clusters
  Score: Raw -1211654.814724 + Penalty 3101.574603 = -1208553.240121
  nChanged 115
		SP:Iteration 16Q (201767.590000 sec): 3 clusters
  Score: Raw -1211740.857726 + Penalty 3101.574603 = -1208639.283124
  nChanged 84
		SP:Iteration 17Q (201767.770000 sec): 3 clusters
  Score: Raw -1211795.283163 + Penalty 3101.574603 = -1208693.708560
  nChanged 74
		SP:Iteration 18Q (201768.040000 sec): 3 clusters
  Score: Raw -1211835.269120 + Penalty 3101.574603 = -1208733.694518
  nChanged 43
		SP:Iteration 19Q (201768.280000 sec): 3 clusters
  Score: Raw -1211852.531386 + Penalty 3101.574603 = -1208750.956784
  nChanged 23
		SP:Iteration 20F (201768.490000 sec): 3 clusters
  Score: Raw -1211862.476755 + Penalty 3101.574603 = -1208760.902153
  nChanged 20
		SP:Iteration 21Q (201768.710000 sec): 3 clusters
  Score: Raw -1211868.660858 + Penalty 3101.574603 = -1208767.086255
  nChanged 13
		SP:Iteration 22Q (201768.940000 sec): 3 clusters
  Score: Raw -1211873.534428 + Penalty 3101.574603 = -1208771.959826
  nChanged 11
		SP:Iteration 23Q (201769.150000 sec): 3 clusters
  Score: Raw -1211877.766461 + Penalty 3101.574603 = -1208776.191859
  nChanged 12
		SP:Iteration 24Q (201769.370000 sec): 3 clusters
  Score: Raw -1211881.447039 + Penalty 3101.574603 = -1208779.872437
  nChanged 9
		SP:Iteration 25Q (201769.540000 sec): 3 clusters
  Score: Raw -1211883.402473 + Penalty 3101.574603 = -1208781.827871
  nChanged 6
		SP:Iteration 26Q (201769.770000 sec): 3 clusters
  Score: Raw -1211885.251542 + Penalty 3101.574603 = -1208783.676939
  nChanged 5
		SP:Iteration 27Q (201769.990000 sec): 3 clusters
  Score: Raw -1211886.984459 + Penalty 3101.574603 = -1208785.409857
  nChanged 5
		SP:Iteration 28Q (201770.230000 sec): 3 clusters
  Score: Raw -1211888.412030 + Penalty 3101.574603 = -1208786.837427
  nChanged 7
		SP:Iteration 29Q (201770.450000 sec): 3 clusters
  Score: Raw -1211890.408000 + Penalty 3101.574603 = -1208788.833397
  nChanged 7
		SP:Iteration 30Q (201770.690000 sec): 3 clusters
  Score: Raw -1211891.547311 + Penalty 3101.574603 = -1208789.972709
  nChanged 3
		SP:Iteration 31Q (201770.910000 sec): 3 clusters
  Score: Raw -1211892.117541 + Penalty 3101.574603 = -1208790.542938
  nChanged 2
		SP:Iteration 32Q (201771.130000 sec): 3 clusters
  Score: Raw -1211892.346681 + Penalty 3101.574603 = -1208790.772078
  nChanged 1
		SP:Iteration 33Q (201771.390000 sec): 3 clusters
  Score: Raw -1211892.671764 + Penalty 3101.574603 = -1208791.097161
  nChanged 2
		SP:Iteration 34Q (201771.610000 sec): 3 clusters
  Score: Raw -1211893.072863 + Penalty 3101.574603 = -1208791.498261
  nChanged 1
		SP:Iteration 35Q (201771.840000 sec): 3 clusters
  Score: Raw -1211893.238329 + Penalty 3101.574603 = -1208791.663727
  nChanged 0
		SP:Iteration 36F (201772.100000 sec): 3 clusters
  Score: Raw -1211893.238329 + Penalty 3101.574603 = -1208791.663727
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 23 (79579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201772.520000 sec): 2 clusters
  Score: Raw -7099817.237213 + Penalty 1833.732147 = -7097983.505067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201773.060000 sec): 3 clusters
  Score: Raw -7048351.895086 + Penalty 3667.464293 = -7044684.430793
  nChanged 37761
		SP:Iteration 1F (201773.580000 sec): 3 clusters
  Score: Raw -7070578.043326 + Penalty 3667.464293 = -7066910.579033
  nChanged 3219
		SP:Iteration 2Q (201774.100000 sec): 3 clusters
  Score: Raw -7071868.832660 + Penalty 3667.464293 = -7068201.368367
  nChanged 3864
		SP:Iteration 3Q (201774.660000 sec): 3 clusters
  Score: Raw -7073899.137989 + Penalty 3667.464293 = -7070231.673696
  nChanged 4797
		SP:Iteration 4F (201775.210000 sec): 3 clusters
  Score: Raw -7077258.203697 + Penalty 3667.464293 = -7073590.739404
  nChanged 5947
		SP:Iteration 5F (201775.700000 sec): 3 clusters
  Score: Raw -7082554.599965 + Penalty 3667.464293 = -7078887.135672
  nChanged 6284
		SP:Iteration 6F (201776.170000 sec): 3 clusters
  Score: Raw -7088992.865092 + Penalty 3667.464293 = -7085325.400799
  nChanged 5082
		SP:Iteration 7F (201776.710000 sec): 3 clusters
  Score: Raw -7094526.834871 + Penalty 3667.464293 = -7090859.370578
  nChanged 3142
		SP:Iteration 8Q (201777.240000 sec): 3 clusters
  Score: Raw -7097881.859935 + Penalty 3667.464293 = -7094214.395642
  nChanged 1852
		SP:Iteration 9Q (201777.740000 sec): 3 clusters
  Score: Raw -7099541.786405 + Penalty 3667.464293 = -7095874.322112
  nChanged 1175
		SP:Iteration 10Q (201778.280000 sec): 3 clusters
  Score: Raw -7100307.129433 + Penalty 3667.464293 = -7096639.665139
  nChanged 730
		SP:Iteration 11Q (201778.790000 sec): 3 clusters
  Score: Raw -7100646.704703 + Penalty 3667.464293 = -7096979.240409
  nChanged 497
		SP:Iteration 12Q (201779.340000 sec): 3 clusters
  Score: Raw -7100824.844655 + Penalty 3667.464293 = -7097157.380362
  nChanged 373
		SP:Iteration 13Q (201779.820000 sec): 3 clusters
  Score: Raw -7100944.954264 + Penalty 3667.464293 = -7097277.489971
  nChanged 310
		SP:Iteration 14Q (201780.320000 sec): 3 clusters
  Score: Raw -7101027.589205 + Penalty 3667.464293 = -7097360.124911
  nChanged 229
		SP:Iteration 15Q (201780.780000 sec): 3 clusters
  Score: Raw -7101082.154325 + Penalty 3667.464293 = -7097414.690031
  nChanged 194
		SP:Iteration 16Q (201781.340000 sec): 3 clusters
  Score: Raw -7101127.868840 + Penalty 3667.464293 = -7097460.404547
  nChanged 164
		SP:Iteration 17Q (201781.860000 sec): 3 clusters
  Score: Raw -7101162.930216 + Penalty 3667.464293 = -7097495.465922
  nChanged 135
		SP:Iteration 18Q (201782.360000 sec): 3 clusters
  Score: Raw -7101188.338184 + Penalty 3667.464293 = -7097520.873891
  nChanged 128
		SP:Iteration 19Q (201782.830000 sec): 3 clusters
  Score: Raw -7101210.225180 + Penalty 3667.464293 = -7097542.760886
  nChanged 100
		SP:Iteration 20F (201783.340000 sec): 3 clusters
  Score: Raw -7101226.140753 + Penalty 3667.464293 = -7097558.676459
  nChanged 85
		SP:Iteration 21Q (201783.840000 sec): 3 clusters
  Score: Raw -7101238.205821 + Penalty 3667.464293 = -7097570.741527
  nChanged 71
		SP:Iteration 22Q (201784.360000 sec): 3 clusters
  Score: Raw -7101247.475403 + Penalty 3667.464293 = -7097580.011110
  nChanged 60
		SP:Iteration 23Q (201784.810000 sec): 3 clusters
  Score: Raw -7101255.081508 + Penalty 3667.464293 = -7097587.617215
  nChanged 51
		SP:Iteration 24Q (201785.260000 sec): 3 clusters
  Score: Raw -7101261.674494 + Penalty 3667.464293 = -7097594.210201
  nChanged 43
		SP:Iteration 25Q (201785.780000 sec): 3 clusters
  Score: Raw -7101266.164672 + Penalty 3667.464293 = -7097598.700378
  nChanged 28
		SP:Iteration 26Q (201786.280000 sec): 3 clusters
  Score: Raw -7101269.635557 + Penalty 3667.464293 = -7097602.171264
  nChanged 36
		SP:Iteration 27Q (201786.820000 sec): 3 clusters
  Score: Raw -7101273.387529 + Penalty 3667.464293 = -7097605.923235
  nChanged 39
		SP:Iteration 28Q (201787.360000 sec): 3 clusters
  Score: Raw -7101276.995728 + Penalty 3667.464293 = -7097609.531435
  nChanged 29
		SP:Iteration 29Q (201787.830000 sec): 3 clusters
  Score: Raw -7101279.193301 + Penalty 3667.464293 = -7097611.729008
  nChanged 12
		SP:Iteration 30Q (201788.300000 sec): 3 clusters
  Score: Raw -7101280.071719 + Penalty 3667.464293 = -7097612.607426
  nChanged 13
		SP:Iteration 31Q (201788.830000 sec): 3 clusters
  Score: Raw -7101280.993736 + Penalty 3667.464293 = -7097613.529442
  nChanged 10
		SP:Iteration 32Q (201789.350000 sec): 3 clusters
  Score: Raw -7101281.851146 + Penalty 3667.464293 = -7097614.386853
  nChanged 7
		SP:Iteration 33Q (201789.830000 sec): 3 clusters
  Score: Raw -7101282.310745 + Penalty 3667.464293 = -7097614.846451
  nChanged 6
		SP:Iteration 34Q (201790.280000 sec): 3 clusters
  Score: Raw -7101282.777206 + Penalty 3667.464293 = -7097615.312913
  nChanged 4
		SP:Iteration 35Q (201790.770000 sec): 3 clusters
  Score: Raw -7101283.071515 + Penalty 3667.464293 = -7097615.607222
  nChanged 4
		SP:Iteration 36Q (201791.260000 sec): 3 clusters
  Score: Raw -7101283.376189 + Penalty 3667.464293 = -7097615.911896
  nChanged 2
		SP:Iteration 37Q (201791.710000 sec): 3 clusters
  Score: Raw -7101283.474096 + Penalty 3667.464293 = -7097616.009803
  nChanged 0
		SP:Iteration 38F (201792.170000 sec): 3 clusters
  Score: Raw -7101283.474096 + Penalty 3667.464293 = -7097616.009803
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 24 (7273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201792.290000 sec): 2 clusters
  Score: Raw -585004.906674 + Penalty 1444.937673 = -583559.969002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201792.570000 sec): 3 clusters
  Score: Raw -581118.744689 + Penalty 2889.875346 = -578228.869343
  nChanged 2977
		SP:Iteration 1F (201792.760000 sec): 3 clusters
  Score: Raw -582777.391524 + Penalty 2889.875346 = -579887.516179
  nChanged 525
		SP:Iteration 2F (201792.940000 sec): 3 clusters
  Score: Raw -583089.112258 + Penalty 2889.875346 = -580199.236913
  nChanged 440
		SP:Iteration 3F (201793.190000 sec): 3 clusters
  Score: Raw -583372.932379 + Penalty 2889.875346 = -580483.057034
  nChanged 397
		SP:Iteration 4F (201793.370000 sec): 3 clusters
  Score: Raw -583615.675053 + Penalty 2889.875346 = -580725.799707
  nChanged 344
		SP:Iteration 5Q (201793.590000 sec): 3 clusters
  Score: Raw -583793.886016 + Penalty 2889.875346 = -580904.010670
  nChanged 287
		SP:Iteration 6Q (201793.810000 sec): 3 clusters
  Score: Raw -583941.494588 + Penalty 2889.875346 = -581051.619242
  nChanged 254
		SP:Iteration 7Q (201794.060000 sec): 3 clusters
  Score: Raw -584074.581207 + Penalty 2889.875346 = -581184.705861
  nChanged 243
		SP:Iteration 8Q (201794.230000 sec): 3 clusters
  Score: Raw -584214.850887 + Penalty 2889.875346 = -581324.975541
  nChanged 231
		SP:Iteration 9Q (201794.500000 sec): 3 clusters
  Score: Raw -584331.252749 + Penalty 2889.875346 = -581441.377403
  nChanged 189
		SP:Iteration 10Q (201794.680000 sec): 3 clusters
  Score: Raw -584418.234922 + Penalty 2889.875346 = -581528.359576
  nChanged 163
		SP:Iteration 11Q (201794.890000 sec): 3 clusters
  Score: Raw -584483.623811 + Penalty 2889.875346 = -581593.748465
  nChanged 151
		SP:Iteration 12Q (201795.040000 sec): 3 clusters
  Score: Raw -584550.311755 + Penalty 2889.875346 = -581660.436409
  nChanged 157
		SP:Iteration 13Q (201795.290000 sec): 3 clusters
  Score: Raw -584621.543969 + Penalty 2889.875346 = -581731.668624
  nChanged 143
		SP:Iteration 14Q (201795.490000 sec): 3 clusters
  Score: Raw -584684.772652 + Penalty 2889.875346 = -581794.897306
  nChanged 137
		SP:Iteration 15Q (201795.680000 sec): 3 clusters
  Score: Raw -584742.103605 + Penalty 2889.875346 = -581852.228259
  nChanged 113
		SP:Iteration 16Q (201795.870000 sec): 3 clusters
  Score: Raw -584782.889688 + Penalty 2889.875346 = -581893.014343
  nChanged 93
		SP:Iteration 17Q (201796.090000 sec): 3 clusters
  Score: Raw -584815.004381 + Penalty 2889.875346 = -581925.129035
  nChanged 87
		SP:Iteration 18Q (201796.290000 sec): 3 clusters
  Score: Raw -584844.998117 + Penalty 2889.875346 = -581955.122771
  nChanged 78
		SP:Iteration 19Q (201796.440000 sec): 3 clusters
  Score: Raw -584877.146298 + Penalty 2889.875346 = -581987.270953
  nChanged 79
		SP:Iteration 20F (201796.620000 sec): 3 clusters
  Score: Raw -584904.616500 + Penalty 2889.875346 = -582014.741154
  nChanged 77
		SP:Iteration 21Q (201796.830000 sec): 3 clusters
  Score: Raw -584927.453740 + Penalty 2889.875346 = -582037.578394
  nChanged 65
		SP:Iteration 22Q (201797.000000 sec): 3 clusters
  Score: Raw -584949.177165 + Penalty 2889.875346 = -582059.301819
  nChanged 65
		SP:Iteration 23Q (201797.200000 sec): 3 clusters
  Score: Raw -584971.011937 + Penalty 2889.875346 = -582081.136591
  nChanged 65
		SP:Iteration 24Q (201797.440000 sec): 3 clusters
  Score: Raw -584995.758697 + Penalty 2889.875346 = -582105.883351
  nChanged 73
		SP:Iteration 25Q (201797.630000 sec): 3 clusters
  Score: Raw -585024.689042 + Penalty 2889.875346 = -582134.813697
  nChanged 75
		SP:Iteration 26Q (201797.820000 sec): 3 clusters
  Score: Raw -585049.618843 + Penalty 2889.875346 = -582159.743497
  nChanged 54
		SP:Iteration 27Q (201798.010000 sec): 3 clusters
  Score: Raw -585065.361007 + Penalty 2889.875346 = -582175.485662
  nChanged 40
		SP:Iteration 28Q (201798.210000 sec): 3 clusters
  Score: Raw -585078.281487 + Penalty 2889.875346 = -582188.406142
  nChanged 48
		SP:Iteration 29Q (201798.310000 sec): 3 clusters
  Score: Raw -585095.049953 + Penalty 2889.875346 = -582205.174608
  nChanged 55
		SP:Iteration 30Q (201798.470000 sec): 3 clusters
  Score: Raw -585113.193645 + Penalty 2889.875346 = -582223.318300
  nChanged 52
		SP:Iteration 31Q (201798.610000 sec): 3 clusters
  Score: Raw -585131.622730 + Penalty 2889.875346 = -582241.747385
  nChanged 41
		SP:Iteration 32Q (201798.860000 sec): 3 clusters
  Score: Raw -585146.092539 + Penalty 2889.875346 = -582256.217193
  nChanged 41
		SP:Iteration 33Q (201799.040000 sec): 3 clusters
  Score: Raw -585162.217871 + Penalty 2889.875346 = -582272.342526
  nChanged 44
		SP:Iteration 34Q (201799.230000 sec): 3 clusters
  Score: Raw -585178.817372 + Penalty 2889.875346 = -582288.942026
  nChanged 46
		SP:Iteration 35Q (201799.430000 sec): 3 clusters
  Score: Raw -585195.207468 + Penalty 2889.875346 = -582305.332123
  nChanged 36
		SP:Iteration 36Q (201799.630000 sec): 3 clusters
  Score: Raw -585208.802919 + Penalty 2889.875346 = -582318.927574
  nChanged 38
		SP:Iteration 37Q (201799.850000 sec): 3 clusters
  Score: Raw -585221.888595 + Penalty 2889.875346 = -582332.013250
  nChanged 28
		SP:Iteration 38Q (201800.040000 sec): 3 clusters
  Score: Raw -585230.279749 + Penalty 2889.875346 = -582340.404403
  nChanged 34
		SP:Iteration 39Q (201800.270000 sec): 3 clusters
  Score: Raw -585241.606319 + Penalty 2889.875346 = -582351.730973
  nChanged 21
		SP:Iteration 40F (201800.470000 sec): 3 clusters
  Score: Raw -585247.410817 + Penalty 2889.875346 = -582357.535471
  nChanged 19
		SP:Iteration 41Q (201800.610000 sec): 3 clusters
  Score: Raw -585251.975486 + Penalty 2889.875346 = -582362.100140
  nChanged 16
		SP:Iteration 42Q (201800.810000 sec): 3 clusters
  Score: Raw -585256.440923 + Penalty 2889.875346 = -582366.565577
  nChanged 14
		SP:Iteration 43Q (201800.990000 sec): 3 clusters
  Score: Raw -585259.672845 + Penalty 2889.875346 = -582369.797499
  nChanged 8
		SP:Iteration 44Q (201801.180000 sec): 3 clusters
  Score: Raw -585262.029627 + Penalty 2889.875346 = -582372.154281
  nChanged 12
		SP:Iteration 45Q (201801.360000 sec): 3 clusters
  Score: Raw -585266.409406 + Penalty 2889.875346 = -582376.534061
  nChanged 13
		SP:Iteration 46Q (201801.590000 sec): 3 clusters
  Score: Raw -585269.353585 + Penalty 2889.875346 = -582379.478240
  nChanged 10
		SP:Iteration 47Q (201801.850000 sec): 3 clusters
  Score: Raw -585272.389732 + Penalty 2889.875346 = -582382.514386
  nChanged 9
		SP:Iteration 48Q (201802.030000 sec): 3 clusters
  Score: Raw -585273.714030 + Penalty 2889.875346 = -582383.838685
  nChanged 6
		SP:Iteration 49Q (201802.260000 sec): 3 clusters
  Score: Raw -585275.924928 + Penalty 2889.875346 = -582386.049582
  nChanged 16
		SP:Iteration 50Q (201802.500000 sec): 3 clusters
  Score: Raw -585279.690409 + Penalty 2889.875346 = -582389.815064
  nChanged 9
		SP:Iteration 51Q (201802.670000 sec): 3 clusters
  Score: Raw -585281.730671 + Penalty 2889.875346 = -582391.855325
  nChanged 3
		SP:Iteration 52Q (201802.850000 sec): 3 clusters
  Score: Raw -585282.327380 + Penalty 2889.875346 = -582392.452034
  nChanged 5
		SP:Iteration 53Q (201803.030000 sec): 3 clusters
  Score: Raw -585283.766043 + Penalty 2889.875346 = -582393.890697
  nChanged 8
		SP:Iteration 54Q (201803.220000 sec): 3 clusters
  Score: Raw -585285.653716 + Penalty 2889.875346 = -582395.778370
  nChanged 7
		SP:Iteration 55Q (201803.410000 sec): 3 clusters
  Score: Raw -585287.427916 + Penalty 2889.875346 = -582397.552570
  nChanged 5
		SP:Iteration 56Q (201803.620000 sec): 3 clusters
  Score: Raw -585289.004028 + Penalty 2889.875346 = -582399.128683
  nChanged 8
		SP:Iteration 57Q (201803.790000 sec): 3 clusters
  Score: Raw -585291.043834 + Penalty 2889.875346 = -582401.168488
  nChanged 8
		SP:Iteration 58Q (201803.990000 sec): 3 clusters
  Score: Raw -585293.170111 + Penalty 2889.875346 = -582403.294765
  nChanged 6
		SP:Iteration 59Q (201804.220000 sec): 3 clusters
  Score: Raw -585295.461571 + Penalty 2889.875346 = -582405.586225
  nChanged 9
		SP:Iteration 60F (201804.440000 sec): 3 clusters
  Score: Raw -585299.359878 + Penalty 2889.875346 = -582409.484533
  nChanged 11
		SP:Iteration 61Q (201804.610000 sec): 3 clusters
  Score: Raw -585302.757848 + Penalty 2889.875346 = -582412.882502
  nChanged 10
		SP:Iteration 62Q (201804.810000 sec): 3 clusters
  Score: Raw -585305.992423 + Penalty 2889.875346 = -582416.117077
  nChanged 12
		SP:Iteration 63Q (201805.010000 sec): 3 clusters
  Score: Raw -585309.769082 + Penalty 2889.875346 = -582419.893737
  nChanged 13
		SP:Iteration 64Q (201805.210000 sec): 3 clusters
  Score: Raw -585314.710491 + Penalty 2889.875346 = -582424.835145
  nChanged 14
		SP:Iteration 65Q (201805.410000 sec): 3 clusters
  Score: Raw -585319.200322 + Penalty 2889.875346 = -582429.324976
  nChanged 15
		SP:Iteration 66Q (201805.630000 sec): 3 clusters
  Score: Raw -585323.466651 + Penalty 2889.875346 = -582433.591306
  nChanged 13
		SP:Iteration 67Q (201805.840000 sec): 3 clusters
  Score: Raw -585327.910217 + Penalty 2889.875346 = -582438.034871
  nChanged 10
		SP:Iteration 68Q (201806.030000 sec): 3 clusters
  Score: Raw -585332.102584 + Penalty 2889.875346 = -582442.227238
  nChanged 11
		SP:Iteration 69Q (201806.260000 sec): 3 clusters
  Score: Raw -585335.303825 + Penalty 2889.875346 = -582445.428480
  nChanged 5
		SP:Iteration 70Q (201806.430000 sec): 3 clusters
  Score: Raw -585336.622603 + Penalty 2889.875346 = -582446.747258
  nChanged 12
		SP:Iteration 71Q (201806.580000 sec): 3 clusters
  Score: Raw -585340.273397 + Penalty 2889.875346 = -582450.398052
  nChanged 12
		SP:Iteration 72Q (201806.810000 sec): 3 clusters
  Score: Raw -585344.185025 + Penalty 2889.875346 = -582454.309679
  nChanged 11
		SP:Iteration 73Q (201807.060000 sec): 3 clusters
  Score: Raw -585347.591070 + Penalty 2889.875346 = -582457.715725
  nChanged 11
		SP:Iteration 74Q (201807.250000 sec): 3 clusters
  Score: Raw -585351.977869 + Penalty 2889.875346 = -582462.102524
  nChanged 11
		SP:Iteration 75Q (201807.450000 sec): 3 clusters
  Score: Raw -585355.513933 + Penalty 2889.875346 = -582465.638588
  nChanged 10
		SP:Iteration 76Q (201807.660000 sec): 3 clusters
  Score: Raw -585359.146549 + Penalty 2889.875346 = -582469.271203
  nChanged 10
		SP:Iteration 77Q (201807.850000 sec): 3 clusters
  Score: Raw -585361.718571 + Penalty 2889.875346 = -582471.843226
  nChanged 9
		SP:Iteration 78Q (201808.060000 sec): 3 clusters
  Score: Raw -585365.353585 + Penalty 2889.875346 = -582475.478240
  nChanged 10
		SP:Iteration 79Q (201808.230000 sec): 3 clusters
  Score: Raw -585368.351602 + Penalty 2889.875346 = -582478.476256
  nChanged 8
		SP:Iteration 80F (201808.480000 sec): 3 clusters
  Score: Raw -585371.239107 + Penalty 2889.875346 = -582481.363761
  nChanged 11
		SP:Iteration 81Q (201808.670000 sec): 3 clusters
  Score: Raw -585374.328348 + Penalty 2889.875346 = -582484.453002
  nChanged 13
		SP:Iteration 82Q (201808.810000 sec): 3 clusters
  Score: Raw -585378.623398 + Penalty 2889.875346 = -582488.748053
  nChanged 8
		SP:Iteration 83Q (201809.000000 sec): 3 clusters
  Score: Raw -585381.130842 + Penalty 2889.875346 = -582491.255496
  nChanged 8
		SP:Iteration 84Q (201809.190000 sec): 3 clusters
  Score: Raw -585383.512282 + Penalty 2889.875346 = -582493.636937
  nChanged 6
		SP:Iteration 85Q (201809.400000 sec): 3 clusters
  Score: Raw -585386.992475 + Penalty 2889.875346 = -582497.117129
  nChanged 6
		SP:Iteration 86Q (201809.610000 sec): 3 clusters
  Score: Raw -585390.281665 + Penalty 2889.875346 = -582500.406320
  nChanged 7
		SP:Iteration 87Q (201809.810000 sec): 3 clusters
  Score: Raw -585392.803409 + Penalty 2889.875346 = -582502.928063
  nChanged 7
		SP:Iteration 88Q (201809.990000 sec): 3 clusters
  Score: Raw -585395.376723 + Penalty 2889.875346 = -582505.501377
  nChanged 6
		SP:Iteration 89Q (201810.190000 sec): 3 clusters
  Score: Raw -585398.344134 + Penalty 2889.875346 = -582508.468789
  nChanged 5
		SP:Iteration 90Q (201810.380000 sec): 3 clusters
  Score: Raw -585399.487972 + Penalty 2889.875346 = -582509.612626
  nChanged 4
		SP:Iteration 91Q (201810.620000 sec): 3 clusters
  Score: Raw -585400.427335 + Penalty 2889.875346 = -582510.551990
  nChanged 3
		SP:Iteration 92Q (201810.840000 sec): 3 clusters
  Score: Raw -585401.083415 + Penalty 2889.875346 = -582511.208069
  nChanged 3
		SP:Iteration 93Q (201811.070000 sec): 3 clusters
  Score: Raw -585402.578149 + Penalty 2889.875346 = -582512.702803
  nChanged 2
		SP:Iteration 94Q (201811.250000 sec): 3 clusters
  Score: Raw -585403.390159 + Penalty 2889.875346 = -582513.514813
  nChanged 1
		SP:Iteration 95Q (201811.500000 sec): 3 clusters
  Score: Raw -585403.696410 + Penalty 2889.875346 = -582513.821064
  nChanged 0
		SP:Iteration 96F (201811.690000 sec): 3 clusters
  Score: Raw -585403.696410 + Penalty 2889.875346 = -582513.821064
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 25 (2237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201811.790000 sec): 2 clusters
  Score: Raw -150955.282576 + Penalty 1253.344781 = -149701.937795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201811.970000 sec): 3 clusters
  Score: Raw -150013.750509 + Penalty 2506.689562 = -147507.060947
  nChanged 815
		SP:Iteration 1F (201812.200000 sec): 3 clusters
  Score: Raw -150765.116137 + Penalty 2506.689562 = -148258.426574
  nChanged 220
		SP:Iteration 2F (201812.360000 sec): 3 clusters
  Score: Raw -151075.480211 + Penalty 2506.689562 = -148568.790649
  nChanged 186
		SP:Iteration 3F (201812.550000 sec): 3 clusters
  Score: Raw -151311.403480 + Penalty 2506.689562 = -148804.713918
  nChanged 142
		SP:Iteration 4F (201812.760000 sec): 3 clusters
  Score: Raw -151500.598105 + Penalty 2506.689562 = -148993.908543
  nChanged 133
		SP:Iteration 5F (201812.940000 sec): 3 clusters
  Score: Raw -151651.939708 + Penalty 2506.689562 = -149145.250145
  nChanged 99
		SP:Iteration 6Q (201813.120000 sec): 3 clusters
  Score: Raw -151754.494997 + Penalty 2506.689562 = -149247.805435
  nChanged 69
		SP:Iteration 7Q (201813.280000 sec): 3 clusters
  Score: Raw -151829.930509 + Penalty 2506.689562 = -149323.240946
  nChanged 56
		SP:Iteration 8Q (201813.490000 sec): 3 clusters
  Score: Raw -151872.774129 + Penalty 2506.689562 = -149366.084566
  nChanged 48
		SP:Iteration 9Q (201813.730000 sec): 3 clusters
  Score: Raw -151920.486747 + Penalty 2506.689562 = -149413.797185
  nChanged 38
		SP:Iteration 10Q (201813.940000 sec): 3 clusters
  Score: Raw -151954.923977 + Penalty 2506.689562 = -149448.234415
  nChanged 30
		SP:Iteration 11Q (201814.110000 sec): 3 clusters
  Score: Raw -151969.486230 + Penalty 2506.689562 = -149462.796668
  nChanged 18
		SP:Iteration 12Q (201814.270000 sec): 3 clusters
  Score: Raw -151980.562961 + Penalty 2506.689562 = -149473.873399
  nChanged 9
		SP:Iteration 13Q (201814.490000 sec): 3 clusters
  Score: Raw -151986.091094 + Penalty 2506.689562 = -149479.401532
  nChanged 7
		SP:Iteration 14Q (201814.700000 sec): 3 clusters
  Score: Raw -151989.602707 + Penalty 2506.689562 = -149482.913144
  nChanged 6
		SP:Iteration 15Q (201814.880000 sec): 3 clusters
  Score: Raw -151991.892559 + Penalty 2506.689562 = -149485.202997
  nChanged 2
		SP:Iteration 16Q (201815.070000 sec): 3 clusters
  Score: Raw -151992.381551 + Penalty 2506.689562 = -149485.691989
  nChanged 0
		SP:Iteration 17F (201815.240000 sec): 3 clusters
  Score: Raw -151992.596893 + Penalty 2506.689562 = -149485.907330
  nChanged 1
		SP:Iteration 18Q (201815.410000 sec): 3 clusters
  Score: Raw -152001.628718 + Penalty 2506.689562 = -149494.939155
  nChanged 3
		SP:Iteration 19Q (201815.630000 sec): 3 clusters
  Score: Raw -152006.904312 + Penalty 2506.689562 = -149500.214749
  nChanged 6
		SP:Iteration 20F (201815.830000 sec): 3 clusters
  Score: Raw -152008.696261 + Penalty 2506.689562 = -149502.006699
  nChanged 2
		SP:Iteration 21Q (201815.990000 sec): 3 clusters
  Score: Raw -152009.188597 + Penalty 2506.689562 = -149502.499035
  nChanged 4
		SP:Iteration 22Q (201816.170000 sec): 3 clusters
  Score: Raw -152011.314224 + Penalty 2506.689562 = -149504.624661
  nChanged 6
		SP:Iteration 23Q (201816.350000 sec): 3 clusters
  Score: Raw -152014.057725 + Penalty 2506.689562 = -149507.368162
  nChanged 7
		SP:Iteration 24Q (201816.530000 sec): 3 clusters
  Score: Raw -152015.738336 + Penalty 2506.689562 = -149509.048773
  nChanged 4
		SP:Iteration 25Q (201816.710000 sec): 3 clusters
  Score: Raw -152016.665921 + Penalty 2506.689562 = -149509.976358
  nChanged 2
		SP:Iteration 26Q (201816.920000 sec): 3 clusters
  Score: Raw -152017.609705 + Penalty 2506.689562 = -149510.920143
  nChanged 1
		SP:Iteration 27Q (201817.090000 sec): 3 clusters
  Score: Raw -152017.779513 + Penalty 2506.689562 = -149511.089950
  nChanged 0
		SP:Iteration 28F (201817.260000 sec): 3 clusters
  Score: Raw -152017.779513 + Penalty 2506.689562 = -149511.089950
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 26 (3016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201817.370000 sec): 2 clusters
  Score: Raw -254669.346025 + Penalty 1301.899093 = -253367.446932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201817.570000 sec): 3 clusters
  Score: Raw -253220.838524 + Penalty 2603.798187 = -250617.040337
  nChanged 1136
		SP:Iteration 1F (201817.790000 sec): 3 clusters
  Score: Raw -253882.135209 + Penalty 2603.798187 = -251278.337022
  nChanged 228
		SP:Iteration 2F (201817.950000 sec): 3 clusters
  Score: Raw -254017.742417 + Penalty 2603.798187 = -251413.944230
  nChanged 155
		SP:Iteration 3F (201818.120000 sec): 3 clusters
  Score: Raw -254113.245337 + Penalty 2603.798187 = -251509.447150
  nChanged 107
		SP:Iteration 4Q (201818.310000 sec): 3 clusters
  Score: Raw -254171.357332 + Penalty 2603.798187 = -251567.559145
  nChanged 92
		SP:Iteration 5Q (201818.550000 sec): 3 clusters
  Score: Raw -254215.608715 + Penalty 2603.798187 = -251611.810528
  nChanged 80
		SP:Iteration 6Q (201818.760000 sec): 3 clusters
  Score: Raw -254253.010299 + Penalty 2603.798187 = -251649.212112
  nChanged 63
		SP:Iteration 7Q (201818.930000 sec): 3 clusters
  Score: Raw -254286.625319 + Penalty 2603.798187 = -251682.827132
  nChanged 58
		SP:Iteration 8Q (201819.120000 sec): 3 clusters
  Score: Raw -254310.413289 + Penalty 2603.798187 = -251706.615102
  nChanged 52
		SP:Iteration 9Q (201819.360000 sec): 3 clusters
  Score: Raw -254333.852407 + Penalty 2603.798187 = -251730.054220
  nChanged 55
		SP:Iteration 10Q (201819.540000 sec): 3 clusters
  Score: Raw -254360.050269 + Penalty 2603.798187 = -251756.252082
  nChanged 45
		SP:Iteration 11Q (201819.750000 sec): 3 clusters
  Score: Raw -254379.856005 + Penalty 2603.798187 = -251776.057818
  nChanged 38
		SP:Iteration 12Q (201819.970000 sec): 3 clusters
  Score: Raw -254396.688034 + Penalty 2603.798187 = -251792.889847
  nChanged 39
		SP:Iteration 13Q (201820.160000 sec): 3 clusters
  Score: Raw -254416.018693 + Penalty 2603.798187 = -251812.220506
  nChanged 46
		SP:Iteration 14Q (201820.330000 sec): 3 clusters
  Score: Raw -254439.183517 + Penalty 2603.798187 = -251835.385330
  nChanged 41
		SP:Iteration 15Q (201820.500000 sec): 3 clusters
  Score: Raw -254458.356124 + Penalty 2603.798187 = -251854.557937
  nChanged 35
		SP:Iteration 16Q (201820.710000 sec): 3 clusters
  Score: Raw -254477.120454 + Penalty 2603.798187 = -251873.322267
  nChanged 45
		SP:Iteration 17Q (201820.900000 sec): 3 clusters
  Score: Raw -254494.568868 + Penalty 2603.798187 = -251890.770681
  nChanged 29
		SP:Iteration 18Q (201821.100000 sec): 3 clusters
  Score: Raw -254507.865665 + Penalty 2603.798187 = -251904.067478
  nChanged 39
		SP:Iteration 19Q (201821.260000 sec): 3 clusters
  Score: Raw -254525.377791 + Penalty 2603.798187 = -251921.579604
  nChanged 34
		SP:Iteration 20F (201821.460000 sec): 3 clusters
  Score: Raw -254539.578317 + Penalty 2603.798187 = -251935.780130
  nChanged 35
		SP:Iteration 21Q (201821.660000 sec): 3 clusters
  Score: Raw -254557.354709 + Penalty 2603.798187 = -251953.556522
  nChanged 33
		SP:Iteration 22Q (201821.790000 sec): 3 clusters
  Score: Raw -254574.237529 + Penalty 2603.798187 = -251970.439342
  nChanged 27
		SP:Iteration 23Q (201822.000000 sec): 3 clusters
  Score: Raw -254586.403954 + Penalty 2603.798187 = -251982.605767
  nChanged 31
		SP:Iteration 24Q (201822.180000 sec): 3 clusters
  Score: Raw -254599.778453 + Penalty 2603.798187 = -251995.980266
  nChanged 31
		SP:Iteration 25Q (201822.400000 sec): 3 clusters
  Score: Raw -254618.841962 + Penalty 2603.798187 = -252015.043775
  nChanged 24
		SP:Iteration 26Q (201822.590000 sec): 3 clusters
  Score: Raw -254629.192770 + Penalty 2603.798187 = -252025.394583
  nChanged 24
		SP:Iteration 27Q (201822.760000 sec): 3 clusters
  Score: Raw -254638.632242 + Penalty 2603.798187 = -252034.834055
  nChanged 20
		SP:Iteration 28Q (201822.920000 sec): 3 clusters
  Score: Raw -254645.755363 + Penalty 2603.798187 = -252041.957176
  nChanged 17
		SP:Iteration 29Q (201823.130000 sec): 3 clusters
  Score: Raw -254651.897038 + Penalty 2603.798187 = -252048.098851
  nChanged 21
		SP:Iteration 30Q (201823.340000 sec): 3 clusters
  Score: Raw -254664.532892 + Penalty 2603.798187 = -252060.734705
  nChanged 29
		SP:Iteration 31Q (201823.490000 sec): 3 clusters
  Score: Raw -254681.577828 + Penalty 2603.798187 = -252077.779641
  nChanged 30
		SP:Iteration 32Q (201823.660000 sec): 3 clusters
  Score: Raw -254699.765685 + Penalty 2603.798187 = -252095.967498
  nChanged 29
		SP:Iteration 33Q (201823.890000 sec): 3 clusters
  Score: Raw -254715.683767 + Penalty 2603.798187 = -252111.885580
  nChanged 25
		SP:Iteration 34Q (201824.070000 sec): 3 clusters
  Score: Raw -254730.512305 + Penalty 2603.798187 = -252126.714118
  nChanged 18
		SP:Iteration 35Q (201824.250000 sec): 3 clusters
  Score: Raw -254740.576335 + Penalty 2603.798187 = -252136.778148
  nChanged 18
		SP:Iteration 36Q (201824.490000 sec): 3 clusters
  Score: Raw -254752.334507 + Penalty 2603.798187 = -252148.536320
  nChanged 15
		SP:Iteration 37Q (201824.690000 sec): 3 clusters
  Score: Raw -254759.890550 + Penalty 2603.798187 = -252156.092363
  nChanged 10
		SP:Iteration 38Q (201824.890000 sec): 3 clusters
  Score: Raw -254766.965076 + Penalty 2603.798187 = -252163.166890
  nChanged 16
		SP:Iteration 39Q (201825.100000 sec): 3 clusters
  Score: Raw -254776.238353 + Penalty 2603.798187 = -252172.440166
  nChanged 11
		SP:Iteration 40F (201825.270000 sec): 3 clusters
  Score: Raw -254781.450372 + Penalty 2603.798187 = -252177.652185
  nChanged 7
		SP:Iteration 41Q (201825.450000 sec): 3 clusters
  Score: Raw -254787.265711 + Penalty 2603.798187 = -252183.467524
  nChanged 9
		SP:Iteration 42Q (201825.650000 sec): 3 clusters
  Score: Raw -254792.121875 + Penalty 2603.798187 = -252188.323688
  nChanged 6
		SP:Iteration 43Q (201825.840000 sec): 3 clusters
  Score: Raw -254794.773335 + Penalty 2603.798187 = -252190.975148
  nChanged 4
		SP:Iteration 44Q (201826.020000 sec): 3 clusters
  Score: Raw -254796.406372 + Penalty 2603.798187 = -252192.608185
  nChanged 5
		SP:Iteration 45Q (201826.200000 sec): 3 clusters
  Score: Raw -254800.721723 + Penalty 2603.798187 = -252196.923536
  nChanged 12
		SP:Iteration 46Q (201826.370000 sec): 3 clusters
  Score: Raw -254806.741547 + Penalty 2603.798187 = -252202.943360
  nChanged 8
		SP:Iteration 47Q (201826.550000 sec): 3 clusters
  Score: Raw -254810.323956 + Penalty 2603.798187 = -252206.525769
  nChanged 4
		SP:Iteration 48Q (201826.760000 sec): 3 clusters
  Score: Raw -254812.306345 + Penalty 2603.798187 = -252208.508158
  nChanged 3
		SP:Iteration 49Q (201826.990000 sec): 3 clusters
  Score: Raw -254812.958169 + Penalty 2603.798187 = -252209.159982
  nChanged 0
		SP:Iteration 50F (201827.160000 sec): 3 clusters
  Score: Raw -254812.958169 + Penalty 2603.798187 = -252209.159982
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 27 (25999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201827.380000 sec): 2 clusters
  Score: Raw -2260883.816385 + Penalty 1651.944670 = -2259231.871715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201827.710000 sec): 3 clusters
  Score: Raw -2244936.908447 + Penalty 3303.889340 = -2241633.019107
  nChanged 11850
		SP:Iteration 1F (201828.000000 sec): 3 clusters
  Score: Raw -2251417.591749 + Penalty 3303.889340 = -2248113.702409
  nChanged 1071
		SP:Iteration 2Q (201828.270000 sec): 3 clusters
  Score: Raw -2251714.823519 + Penalty 3303.889340 = -2248410.934179
  nChanged 969
		SP:Iteration 3Q (201828.570000 sec): 3 clusters
  Score: Raw -2251990.906324 + Penalty 3303.889340 = -2248687.016984
  nChanged 979
		SP:Iteration 4Q (201828.890000 sec): 3 clusters
  Score: Raw -2252307.276977 + Penalty 3303.889340 = -2249003.387637
  nChanged 1072
		SP:Iteration 5Q (201829.200000 sec): 3 clusters
  Score: Raw -2252737.372366 + Penalty 3303.889340 = -2249433.483026
  nChanged 1305
		SP:Iteration 6F (201829.520000 sec): 3 clusters
  Score: Raw -2253373.251562 + Penalty 3303.889340 = -2250069.362222
  nChanged 1545
		SP:Iteration 7F (201829.760000 sec): 3 clusters
  Score: Raw -2254275.339105 + Penalty 3303.889340 = -2250971.449764
  nChanged 1689
		SP:Iteration 8F (201830.060000 sec): 3 clusters
  Score: Raw -2255435.140029 + Penalty 3303.889340 = -2252131.250689
  nChanged 1794
		SP:Iteration 9F (201830.350000 sec): 3 clusters
  Score: Raw -2256702.697732 + Penalty 3303.889340 = -2253398.808391
  nChanged 1560
		SP:Iteration 10F (201830.650000 sec): 3 clusters
  Score: Raw -2257751.085313 + Penalty 3303.889340 = -2254447.195972
  nChanged 1226
		SP:Iteration 11Q (201830.990000 sec): 3 clusters
  Score: Raw -2258504.538389 + Penalty 3303.889340 = -2255200.649049
  nChanged 911
		SP:Iteration 12Q (201831.250000 sec): 3 clusters
  Score: Raw -2259054.656188 + Penalty 3303.889340 = -2255750.766848
  nChanged 703
		SP:Iteration 13Q (201831.520000 sec): 3 clusters
  Score: Raw -2259471.561676 + Penalty 3303.889340 = -2256167.672336
  nChanged 565
		SP:Iteration 14Q (201831.810000 sec): 3 clusters
  Score: Raw -2259822.832360 + Penalty 3303.889340 = -2256518.943020
  nChanged 467
		SP:Iteration 15Q (201832.120000 sec): 3 clusters
  Score: Raw -2260131.056069 + Penalty 3303.889340 = -2256827.166729
  nChanged 368
		SP:Iteration 16Q (201832.380000 sec): 3 clusters
  Score: Raw -2260398.490014 + Penalty 3303.889340 = -2257094.600674
  nChanged 280
		SP:Iteration 17Q (201832.700000 sec): 3 clusters
  Score: Raw -2260604.040132 + Penalty 3303.889340 = -2257300.150792
  nChanged 178
		SP:Iteration 18Q (201832.980000 sec): 3 clusters
  Score: Raw -2260743.534150 + Penalty 3303.889340 = -2257439.644809
  nChanged 147
		SP:Iteration 19Q (201833.290000 sec): 3 clusters
  Score: Raw -2260869.486693 + Penalty 3303.889340 = -2257565.597353
  nChanged 94
		SP:Iteration 20F (201833.580000 sec): 3 clusters
  Score: Raw -2260952.596688 + Penalty 3303.889340 = -2257648.707348
  nChanged 59
		SP:Iteration 21Q (201833.890000 sec): 3 clusters
  Score: Raw -2261002.490248 + Penalty 3303.889340 = -2257698.600908
  nChanged 48
		SP:Iteration 22Q (201834.180000 sec): 3 clusters
  Score: Raw -2261042.992056 + Penalty 3303.889340 = -2257739.102716
  nChanged 25
		SP:Iteration 23Q (201834.440000 sec): 3 clusters
  Score: Raw -2261066.039913 + Penalty 3303.889340 = -2257762.150572
  nChanged 23
		SP:Iteration 24Q (201834.720000 sec): 3 clusters
  Score: Raw -2261089.088301 + Penalty 3303.889340 = -2257785.198961
  nChanged 9
		SP:Iteration 25Q (201834.990000 sec): 3 clusters
  Score: Raw -2261100.598472 + Penalty 3303.889340 = -2257796.709131
  nChanged 8
		SP:Iteration 26Q (201835.250000 sec): 3 clusters
  Score: Raw -2261108.781554 + Penalty 3303.889340 = -2257804.892214
  nChanged 7
		SP:Iteration 27Q (201835.490000 sec): 3 clusters
  Score: Raw -2261115.425329 + Penalty 3303.889340 = -2257811.535988
  nChanged 11
		SP:Iteration 28Q (201835.770000 sec): 3 clusters
  Score: Raw -2261127.977144 + Penalty 3303.889340 = -2257824.087804
  nChanged 8
		SP:Iteration 29Q (201836.020000 sec): 3 clusters
  Score: Raw -2261135.005453 + Penalty 3303.889340 = -2257831.116113
  nChanged 3
		SP:Iteration 30Q (201836.310000 sec): 3 clusters
  Score: Raw -2261137.733980 + Penalty 3303.889340 = -2257833.844640
  nChanged 3
		SP:Iteration 31Q (201836.630000 sec): 3 clusters
  Score: Raw -2261140.598839 + Penalty 3303.889340 = -2257836.709499
  nChanged 4
		SP:Iteration 32Q (201836.860000 sec): 3 clusters
  Score: Raw -2261144.951586 + Penalty 3303.889340 = -2257841.062246
  nChanged 2
		SP:Iteration 33Q (201837.180000 sec): 3 clusters
  Score: Raw -2261146.297508 + Penalty 3303.889340 = -2257842.408168
  nChanged 2
		SP:Iteration 34Q (201837.440000 sec): 3 clusters
  Score: Raw -2261148.032606 + Penalty 3303.889340 = -2257844.143266
  nChanged 0
		SP:Iteration 35F (201837.730000 sec): 3 clusters
  Score: Raw -2261148.032606 + Penalty 3303.889340 = -2257844.143266
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 28 (30919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201837.940000 sec): 2 clusters
  Score: Raw -2548049.345305 + Penalty 1680.108001 = -2546369.237304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201838.200000 sec): 3 clusters
  Score: Raw -2529041.785703 + Penalty 3360.216002 = -2525681.569701
  nChanged 14231
		SP:Iteration 1F (201838.480000 sec): 3 clusters
  Score: Raw -2537302.658548 + Penalty 3360.216002 = -2533942.442546
  nChanged 1858
		SP:Iteration 2F (201838.770000 sec): 3 clusters
  Score: Raw -2538240.028246 + Penalty 3360.216002 = -2534879.812244
  nChanged 2089
		SP:Iteration 3F (201839.060000 sec): 3 clusters
  Score: Raw -2539508.042178 + Penalty 3360.216002 = -2536147.826176
  nChanged 2196
		SP:Iteration 4F (201839.340000 sec): 3 clusters
  Score: Raw -2541025.722059 + Penalty 3360.216002 = -2537665.506057
  nChanged 2273
		SP:Iteration 5F (201839.600000 sec): 3 clusters
  Score: Raw -2542743.137841 + Penalty 3360.216002 = -2539382.921839
  nChanged 2081
		SP:Iteration 6F (201839.910000 sec): 3 clusters
  Score: Raw -2544449.109296 + Penalty 3360.216002 = -2541088.893294
  nChanged 1650
		SP:Iteration 7F (201840.270000 sec): 3 clusters
  Score: Raw -2545850.788250 + Penalty 3360.216002 = -2542490.572248
  nChanged 1169
		SP:Iteration 8Q (201840.560000 sec): 3 clusters
  Score: Raw -2546853.849596 + Penalty 3360.216002 = -2543493.633593
  nChanged 754
		SP:Iteration 9Q (201840.870000 sec): 3 clusters
  Score: Raw -2547529.314099 + Penalty 3360.216002 = -2544169.098097
  nChanged 473
		SP:Iteration 10Q (201841.180000 sec): 3 clusters
  Score: Raw -2547966.749419 + Penalty 3360.216002 = -2544606.533417
  nChanged 287
		SP:Iteration 11Q (201841.540000 sec): 3 clusters
  Score: Raw -2548187.537467 + Penalty 3360.216002 = -2544827.321465
  nChanged 177
		SP:Iteration 12Q (201841.870000 sec): 3 clusters
  Score: Raw -2548289.259859 + Penalty 3360.216002 = -2544929.043857
  nChanged 130
		SP:Iteration 13Q (201842.150000 sec): 3 clusters
  Score: Raw -2548350.431290 + Penalty 3360.216002 = -2544990.215288
  nChanged 97
		SP:Iteration 14Q (201842.470000 sec): 3 clusters
  Score: Raw -2548395.479945 + Penalty 3360.216002 = -2545035.263942
  nChanged 78
		SP:Iteration 15Q (201842.800000 sec): 3 clusters
  Score: Raw -2548430.094821 + Penalty 3360.216002 = -2545069.878818
  nChanged 54
		SP:Iteration 16Q (201843.180000 sec): 3 clusters
  Score: Raw -2548457.551079 + Penalty 3360.216002 = -2545097.335077
  nChanged 44
		SP:Iteration 17Q (201843.460000 sec): 3 clusters
  Score: Raw -2548476.069929 + Penalty 3360.216002 = -2545115.853927
  nChanged 42
		SP:Iteration 18Q (201843.790000 sec): 3 clusters
  Score: Raw -2548494.408797 + Penalty 3360.216002 = -2545134.192795
  nChanged 38
		SP:Iteration 19Q (201844.080000 sec): 3 clusters
  Score: Raw -2548512.582017 + Penalty 3360.216002 = -2545152.366015
  nChanged 30
		SP:Iteration 20F (201844.410000 sec): 3 clusters
  Score: Raw -2548521.282788 + Penalty 3360.216002 = -2545161.066786
  nChanged 21
		SP:Iteration 21Q (201844.710000 sec): 3 clusters
  Score: Raw -2548528.809142 + Penalty 3360.216002 = -2545168.593140
  nChanged 20
		SP:Iteration 22Q (201845.020000 sec): 3 clusters
  Score: Raw -2548535.893469 + Penalty 3360.216002 = -2545175.677467
  nChanged 15
		SP:Iteration 23Q (201845.330000 sec): 3 clusters
  Score: Raw -2548539.258420 + Penalty 3360.216002 = -2545179.042418
  nChanged 12
		SP:Iteration 24Q (201845.680000 sec): 3 clusters
  Score: Raw -2548542.519221 + Penalty 3360.216002 = -2545182.303219
  nChanged 7
		SP:Iteration 25Q (201845.960000 sec): 3 clusters
  Score: Raw -2548545.146181 + Penalty 3360.216002 = -2545184.930178
  nChanged 7
		SP:Iteration 26Q (201846.280000 sec): 3 clusters
  Score: Raw -2548548.739168 + Penalty 3360.216002 = -2545188.523166
  nChanged 9
		SP:Iteration 27Q (201846.590000 sec): 3 clusters
  Score: Raw -2548551.414252 + Penalty 3360.216002 = -2545191.198249
  nChanged 9
		SP:Iteration 28Q (201846.900000 sec): 3 clusters
  Score: Raw -2548553.336530 + Penalty 3360.216002 = -2545193.120527
  nChanged 7
		SP:Iteration 29Q (201847.220000 sec): 3 clusters
  Score: Raw -2548555.088226 + Penalty 3360.216002 = -2545194.872223
  nChanged 6
		SP:Iteration 30Q (201847.520000 sec): 3 clusters
  Score: Raw -2548556.193302 + Penalty 3360.216002 = -2545195.977299
  nChanged 7
		SP:Iteration 31Q (201847.840000 sec): 3 clusters
  Score: Raw -2548558.441239 + Penalty 3360.216002 = -2545198.225237
  nChanged 8
		SP:Iteration 32Q (201848.130000 sec): 3 clusters
  Score: Raw -2548561.307700 + Penalty 3360.216002 = -2545201.091698
  nChanged 6
		SP:Iteration 33Q (201848.490000 sec): 3 clusters
  Score: Raw -2548565.881342 + Penalty 3360.216002 = -2545205.665340
  nChanged 11
		SP:Iteration 34Q (201848.790000 sec): 3 clusters
  Score: Raw -2548569.807025 + Penalty 3360.216002 = -2545209.591022
  nChanged 10
		SP:Iteration 35Q (201849.080000 sec): 3 clusters
  Score: Raw -2548572.320349 + Penalty 3360.216002 = -2545212.104347
  nChanged 7
		SP:Iteration 36Q (201849.420000 sec): 3 clusters
  Score: Raw -2548574.419716 + Penalty 3360.216002 = -2545214.203714
  nChanged 6
		SP:Iteration 37Q (201849.690000 sec): 3 clusters
  Score: Raw -2548576.231386 + Penalty 3360.216002 = -2545216.015384
  nChanged 6
		SP:Iteration 38Q (201849.990000 sec): 3 clusters
  Score: Raw -2548578.600306 + Penalty 3360.216002 = -2545218.384303
  nChanged 7
		SP:Iteration 39Q (201850.270000 sec): 3 clusters
  Score: Raw -2548580.300778 + Penalty 3360.216002 = -2545220.084776
  nChanged 2
		SP:Iteration 40F (201850.590000 sec): 3 clusters
  Score: Raw -2548580.509982 + Penalty 3360.216002 = -2545220.293979
  nChanged 1
		SP:Iteration 41Q (201850.890000 sec): 3 clusters
  Score: Raw -2548581.428879 + Penalty 3360.216002 = -2545221.212877
  nChanged 0
		SP:Iteration 42F (201851.200000 sec): 3 clusters
  Score: Raw -2548581.428879 + Penalty 3360.216002 = -2545221.212877
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 29 (508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201851.300000 sec): 2 clusters
  Score: Raw -45779.644218 + Penalty 1012.453235 = -44767.190983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201851.420000 sec): 3 clusters
  Score: Raw -45673.500316 + Penalty 2024.906470 = -43648.593845
  nChanged 129
		SP:Iteration 1F (201851.570000 sec): 3 clusters
  Score: Raw -45824.535735 + Penalty 2024.906470 = -43799.629264
  nChanged 26
		SP:Iteration 2F (201851.730000 sec): 3 clusters
  Score: Raw -45867.943684 + Penalty 2024.906470 = -43843.037214
  nChanged 13
		SP:Iteration 3Q (201851.910000 sec): 3 clusters
  Score: Raw -45887.102271 + Penalty 2024.906470 = -43862.195801
  nChanged 5
		SP:Iteration 4Q (201852.070000 sec): 3 clusters
  Score: Raw -45899.850016 + Penalty 2024.906470 = -43874.943545
  nChanged 8
		SP:Iteration 5Q (201852.190000 sec): 3 clusters
  Score: Raw -45911.995073 + Penalty 2024.906470 = -43887.088602
  nChanged 4
		SP:Iteration 6Q (201852.330000 sec): 3 clusters
  Score: Raw -45919.885091 + Penalty 2024.906470 = -43894.978621
  nChanged 2
		SP:Iteration 7Q (201852.550000 sec): 3 clusters
  Score: Raw -45925.570365 + Penalty 2024.906470 = -43900.663894
  nChanged 2
		SP:Iteration 8Q (201852.670000 sec): 3 clusters
  Score: Raw -45927.179567 + Penalty 2024.906470 = -43902.273097
  nChanged 2
		SP:Iteration 9Q (201852.860000 sec): 3 clusters
  Score: Raw -45928.930802 + Penalty 2024.906470 = -43904.024332
  nChanged 3
		SP:Iteration 10Q (201853.040000 sec): 3 clusters
  Score: Raw -45932.849327 + Penalty 2024.906470 = -43907.942857
  nChanged 2
		SP:Iteration 11Q (201853.220000 sec): 3 clusters
  Score: Raw -45936.203252 + Penalty 2024.906470 = -43911.296782
  nChanged 0
		SP:Iteration 12F (201853.360000 sec): 3 clusters
  Score: Raw -45936.203252 + Penalty 2024.906470 = -43911.296782
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 30 (4513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201853.480000 sec): 2 clusters
  Score: Raw -339102.268744 + Penalty 1367.391577 = -337734.877167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201853.690000 sec): 3 clusters
  Score: Raw -336797.172279 + Penalty 2734.783155 = -334062.389124
  nChanged 1821
		SP:Iteration 1F (201853.880000 sec): 3 clusters
  Score: Raw -337977.163986 + Penalty 2734.783155 = -335242.380832
  nChanged 427
		SP:Iteration 2F (201854.100000 sec): 3 clusters
  Score: Raw -338365.793943 + Penalty 2734.783155 = -335631.010788
  nChanged 345
		SP:Iteration 3F (201854.300000 sec): 3 clusters
  Score: Raw -338652.883990 + Penalty 2734.783155 = -335918.100835
  nChanged 287
		SP:Iteration 4F (201854.480000 sec): 3 clusters
  Score: Raw -338898.850433 + Penalty 2734.783155 = -336164.067278
  nChanged 254
		SP:Iteration 5F (201854.610000 sec): 3 clusters
  Score: Raw -339076.951405 + Penalty 2734.783155 = -336342.168250
  nChanged 187
		SP:Iteration 6Q (201854.840000 sec): 3 clusters
  Score: Raw -339208.327304 + Penalty 2734.783155 = -336473.544149
  nChanged 149
		SP:Iteration 7Q (201855.000000 sec): 3 clusters
  Score: Raw -339284.638856 + Penalty 2734.783155 = -336549.855701
  nChanged 105
		SP:Iteration 8Q (201855.190000 sec): 3 clusters
  Score: Raw -339329.138367 + Penalty 2734.783155 = -336594.355212
  nChanged 94
		SP:Iteration 9Q (201855.380000 sec): 3 clusters
  Score: Raw -339366.928612 + Penalty 2734.783155 = -336632.145457
  nChanged 61
		SP:Iteration 10Q (201855.550000 sec): 3 clusters
  Score: Raw -339386.994711 + Penalty 2734.783155 = -336652.211556
  nChanged 47
		SP:Iteration 11Q (201855.690000 sec): 3 clusters
  Score: Raw -339400.229234 + Penalty 2734.783155 = -336665.446079
  nChanged 29
		SP:Iteration 12Q (201855.920000 sec): 3 clusters
  Score: Raw -339407.030283 + Penalty 2734.783155 = -336672.247128
  nChanged 27
		SP:Iteration 13Q (201856.120000 sec): 3 clusters
  Score: Raw -339413.172721 + Penalty 2734.783155 = -336678.389566
  nChanged 22
		SP:Iteration 14Q (201856.310000 sec): 3 clusters
  Score: Raw -339420.173747 + Penalty 2734.783155 = -336685.390592
  nChanged 19
		SP:Iteration 15Q (201856.530000 sec): 3 clusters
  Score: Raw -339426.655111 + Penalty 2734.783155 = -336691.871956
  nChanged 23
		SP:Iteration 16Q (201856.720000 sec): 3 clusters
  Score: Raw -339433.170760 + Penalty 2734.783155 = -336698.387605
  nChanged 16
		SP:Iteration 17Q (201856.930000 sec): 3 clusters
  Score: Raw -339437.111910 + Penalty 2734.783155 = -336702.328755
  nChanged 15
		SP:Iteration 18Q (201857.150000 sec): 3 clusters
  Score: Raw -339443.555412 + Penalty 2734.783155 = -336708.772257
  nChanged 13
		SP:Iteration 19Q (201857.340000 sec): 3 clusters
  Score: Raw -339447.292293 + Penalty 2734.783155 = -336712.509138
  nChanged 17
		SP:Iteration 20F (201857.530000 sec): 3 clusters
  Score: Raw -339451.616403 + Penalty 2734.783155 = -336716.833248
  nChanged 20
		SP:Iteration 21Q (201857.720000 sec): 3 clusters
  Score: Raw -339458.124903 + Penalty 2734.783155 = -336723.341748
  nChanged 20
		SP:Iteration 22Q (201857.940000 sec): 3 clusters
  Score: Raw -339464.826780 + Penalty 2734.783155 = -336730.043625
  nChanged 26
		SP:Iteration 23Q (201858.130000 sec): 3 clusters
  Score: Raw -339474.122565 + Penalty 2734.783155 = -336739.339410
  nChanged 28
		SP:Iteration 24Q (201858.310000 sec): 3 clusters
  Score: Raw -339482.192425 + Penalty 2734.783155 = -336747.409270
  nChanged 24
		SP:Iteration 25Q (201858.540000 sec): 3 clusters
  Score: Raw -339489.013188 + Penalty 2734.783155 = -336754.230033
  nChanged 17
		SP:Iteration 26Q (201858.730000 sec): 3 clusters
  Score: Raw -339492.881921 + Penalty 2734.783155 = -336758.098767
  nChanged 14
		SP:Iteration 27Q (201858.880000 sec): 3 clusters
  Score: Raw -339496.196927 + Penalty 2734.783155 = -336761.413772
  nChanged 13
		SP:Iteration 28Q (201859.090000 sec): 3 clusters
  Score: Raw -339498.846659 + Penalty 2734.783155 = -336764.063504
  nChanged 6
		SP:Iteration 29Q (201859.250000 sec): 3 clusters
  Score: Raw -339499.934582 + Penalty 2734.783155 = -336765.151427
  nChanged 6
		SP:Iteration 30Q (201859.430000 sec): 3 clusters
  Score: Raw -339501.388713 + Penalty 2734.783155 = -336766.605558
  nChanged 8
		SP:Iteration 31Q (201859.610000 sec): 3 clusters
  Score: Raw -339502.706897 + Penalty 2734.783155 = -336767.923742
  nChanged 10
		SP:Iteration 32Q (201859.850000 sec): 3 clusters
  Score: Raw -339505.114350 + Penalty 2734.783155 = -336770.331195
  nChanged 12
		SP:Iteration 33Q (201860.050000 sec): 3 clusters
  Score: Raw -339507.347418 + Penalty 2734.783155 = -336772.564263
  nChanged 11
		SP:Iteration 34Q (201860.280000 sec): 3 clusters
  Score: Raw -339511.319206 + Penalty 2734.783155 = -336776.536051
  nChanged 10
		SP:Iteration 35Q (201860.430000 sec): 3 clusters
  Score: Raw -339513.697134 + Penalty 2734.783155 = -336778.913979
  nChanged 6
		SP:Iteration 36Q (201860.610000 sec): 3 clusters
  Score: Raw -339515.387248 + Penalty 2734.783155 = -336780.604094
  nChanged 5
		SP:Iteration 37Q (201860.790000 sec): 3 clusters
  Score: Raw -339516.752342 + Penalty 2734.783155 = -336781.969187
  nChanged 6
		SP:Iteration 38Q (201860.990000 sec): 3 clusters
  Score: Raw -339517.827222 + Penalty 2734.783155 = -336783.044067
  nChanged 6
		SP:Iteration 39Q (201861.210000 sec): 3 clusters
  Score: Raw -339519.600525 + Penalty 2734.783155 = -336784.817370
  nChanged 8
		SP:Iteration 40F (201861.430000 sec): 3 clusters
  Score: Raw -339520.956855 + Penalty 2734.783155 = -336786.173700
  nChanged 6
		SP:Iteration 41Q (201861.630000 sec): 3 clusters
  Score: Raw -339522.099898 + Penalty 2734.783155 = -336787.316743
  nChanged 5
		SP:Iteration 42Q (201861.810000 sec): 3 clusters
  Score: Raw -339523.234773 + Penalty 2734.783155 = -336788.451618
  nChanged 2
		SP:Iteration 43Q (201862.040000 sec): 3 clusters
  Score: Raw -339523.584334 + Penalty 2734.783155 = -336788.801179
  nChanged 5
		SP:Iteration 44Q (201862.220000 sec): 3 clusters
  Score: Raw -339524.258193 + Penalty 2734.783155 = -336789.475038
  nChanged 2
		SP:Iteration 45Q (201862.400000 sec): 3 clusters
  Score: Raw -339524.453154 + Penalty 2734.783155 = -336789.669999
  nChanged 1
		SP:Iteration 46Q (201862.610000 sec): 3 clusters
  Score: Raw -339524.538570 + Penalty 2734.783155 = -336789.755415
  nChanged 2
		SP:Iteration 47Q (201862.760000 sec): 3 clusters
  Score: Raw -339524.777110 + Penalty 2734.783155 = -336789.993955
  nChanged 1
		SP:Iteration 48Q (201862.950000 sec): 3 clusters
  Score: Raw -339524.853738 + Penalty 2734.783155 = -336790.070583
  nChanged 0
		SP:Iteration 49F (201863.190000 sec): 3 clusters
  Score: Raw -339524.853738 + Penalty 2734.783155 = -336790.070583
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 31 (70567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201863.550000 sec): 2 clusters
  Score: Raw -6255617.309652 + Penalty 1814.201657 = -6253803.107994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201864.000000 sec): 3 clusters
  Score: Raw -6210141.204819 + Penalty 3628.403315 = -6206512.801504
  nChanged 33464
		SP:Iteration 1F (201864.450000 sec): 3 clusters
  Score: Raw -6229553.545993 + Penalty 3628.403315 = -6225925.142678
  nChanged 2444
		SP:Iteration 2Q (201864.900000 sec): 3 clusters
  Score: Raw -6230270.975230 + Penalty 3628.403315 = -6226642.571915
  nChanged 2554
		SP:Iteration 3Q (201865.400000 sec): 3 clusters
  Score: Raw -6231144.085713 + Penalty 3628.403315 = -6227515.682399
  nChanged 2825
		SP:Iteration 4Q (201865.900000 sec): 3 clusters
  Score: Raw -6232316.911282 + Penalty 3628.403315 = -6228688.507967
  nChanged 3371
		SP:Iteration 5Q (201866.390000 sec): 3 clusters
  Score: Raw -6234070.143919 + Penalty 3628.403315 = -6230441.740604
  nChanged 4292
		SP:Iteration 6F (201866.870000 sec): 3 clusters
  Score: Raw -6236808.286369 + Penalty 3628.403315 = -6233179.883054
  nChanged 5285
		SP:Iteration 7F (201867.350000 sec): 3 clusters
  Score: Raw -6240846.487045 + Penalty 3628.403315 = -6237218.083730
  nChanged 5852
		SP:Iteration 8F (201867.800000 sec): 3 clusters
  Score: Raw -6246062.810712 + Penalty 3628.403315 = -6242434.407397
  nChanged 5131
		SP:Iteration 9F (201868.250000 sec): 3 clusters
  Score: Raw -6250928.998815 + Penalty 3628.403315 = -6247300.595500
  nChanged 3174
		SP:Iteration 10Q (201868.770000 sec): 3 clusters
  Score: Raw -6253883.956900 + Penalty 3628.403315 = -6250255.553586
  nChanged 1396
		SP:Iteration 11Q (201869.200000 sec): 3 clusters
  Score: Raw -6255134.351209 + Penalty 3628.403315 = -6251505.947894
  nChanged 456
		SP:Iteration 12Q (201869.650000 sec): 3 clusters
  Score: Raw -6255537.386234 + Penalty 3628.403315 = -6251908.982919
  nChanged 160
		SP:Iteration 13Q (201870.110000 sec): 3 clusters
  Score: Raw -6255685.029706 + Penalty 3628.403315 = -6252056.626391
  nChanged 59
		SP:Iteration 14Q (201870.520000 sec): 3 clusters
  Score: Raw -6255752.274084 + Penalty 3628.403315 = -6252123.870769
  nChanged 34
		SP:Iteration 15Q (201870.900000 sec): 3 clusters
  Score: Raw -6255792.064457 + Penalty 3628.403315 = -6252163.661142
  nChanged 23
		SP:Iteration 16Q (201871.290000 sec): 3 clusters
  Score: Raw -6255819.635596 + Penalty 3628.403315 = -6252191.232281
  nChanged 23
		SP:Iteration 17Q (201871.730000 sec): 3 clusters
  Score: Raw -6255842.008409 + Penalty 3628.403315 = -6252213.605094
  nChanged 13
		SP:Iteration 18Q (201872.150000 sec): 3 clusters
  Score: Raw -6255855.401520 + Penalty 3628.403315 = -6252226.998205
  nChanged 9
		SP:Iteration 19Q (201872.580000 sec): 3 clusters
  Score: Raw -6255865.867047 + Penalty 3628.403315 = -6252237.463732
  nChanged 8
		SP:Iteration 20F (201873.140000 sec): 3 clusters
  Score: Raw -6255873.708405 + Penalty 3628.403315 = -6252245.305090
  nChanged 4
		SP:Iteration 21Q (201873.570000 sec): 3 clusters
  Score: Raw -6255878.322674 + Penalty 3628.403315 = -6252249.919359
  nChanged 5
		SP:Iteration 22Q (201873.930000 sec): 3 clusters
  Score: Raw -6255882.916578 + Penalty 3628.403315 = -6252254.513263
  nChanged 0
		SP:Iteration 23F (201874.420000 sec): 3 clusters
  Score: Raw -6255882.916578 + Penalty 3628.403315 = -6252254.513263
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 32 (1534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201874.550000 sec): 2 clusters
  Score: Raw -124667.487585 + Penalty 1192.040522 = -123475.447063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201874.760000 sec): 3 clusters
  Score: Raw -124071.753748 + Penalty 2384.081044 = -121687.672704
  nChanged 478
		SP:Iteration 1F (201875.000000 sec): 3 clusters
  Score: Raw -124412.780285 + Penalty 2384.081044 = -122028.699241
  nChanged 114
		SP:Iteration 2F (201875.130000 sec): 3 clusters
  Score: Raw -124507.320366 + Penalty 2384.081044 = -122123.239322
  nChanged 71
		SP:Iteration 3Q (201875.320000 sec): 3 clusters
  Score: Raw -124563.842022 + Penalty 2384.081044 = -122179.760978
  nChanged 45
		SP:Iteration 4Q (201875.540000 sec): 3 clusters
  Score: Raw -124595.175036 + Penalty 2384.081044 = -122211.093992
  nChanged 25
		SP:Iteration 5Q (201875.740000 sec): 3 clusters
  Score: Raw -124614.142955 + Penalty 2384.081044 = -122230.061911
  nChanged 21
		SP:Iteration 6Q (201875.980000 sec): 3 clusters
  Score: Raw -124631.440961 + Penalty 2384.081044 = -122247.359917
  nChanged 15
		SP:Iteration 7Q (201876.170000 sec): 3 clusters
  Score: Raw -124642.261553 + Penalty 2384.081044 = -122258.180509
  nChanged 16
		SP:Iteration 8Q (201876.430000 sec): 3 clusters
  Score: Raw -124649.680693 + Penalty 2384.081044 = -122265.599649
  nChanged 15
		SP:Iteration 9Q (201876.600000 sec): 3 clusters
  Score: Raw -124658.577380 + Penalty 2384.081044 = -122274.496336
  nChanged 15
		SP:Iteration 10Q (201876.830000 sec): 3 clusters
  Score: Raw -124666.351997 + Penalty 2384.081044 = -122282.270953
  nChanged 19
		SP:Iteration 11Q (201877.000000 sec): 3 clusters
  Score: Raw -124679.358874 + Penalty 2384.081044 = -122295.277830
  nChanged 15
		SP:Iteration 12Q (201877.200000 sec): 3 clusters
  Score: Raw -124688.841524 + Penalty 2384.081044 = -122304.760480
  nChanged 15
		SP:Iteration 13Q (201877.390000 sec): 3 clusters
  Score: Raw -124700.794694 + Penalty 2384.081044 = -122316.713650
  nChanged 18
		SP:Iteration 14Q (201877.600000 sec): 3 clusters
  Score: Raw -124712.495976 + Penalty 2384.081044 = -122328.414931
  nChanged 11
		SP:Iteration 15Q (201877.790000 sec): 3 clusters
  Score: Raw -124722.779026 + Penalty 2384.081044 = -122338.697982
  nChanged 10
		SP:Iteration 16Q (201877.990000 sec): 3 clusters
  Score: Raw -124727.546837 + Penalty 2384.081044 = -122343.465793
  nChanged 12
		SP:Iteration 17Q (201878.180000 sec): 3 clusters
  Score: Raw -124734.849730 + Penalty 2384.081044 = -122350.768686
  nChanged 11
		SP:Iteration 18Q (201878.390000 sec): 3 clusters
  Score: Raw -124742.739554 + Penalty 2384.081044 = -122358.658510
  nChanged 11
		SP:Iteration 19Q (201878.540000 sec): 3 clusters
  Score: Raw -124748.793602 + Penalty 2384.081044 = -122364.712558
  nChanged 9
		SP:Iteration 20F (201878.760000 sec): 3 clusters
  Score: Raw -124753.733029 + Penalty 2384.081044 = -122369.651985
  nChanged 10
		SP:Iteration 21Q (201878.940000 sec): 3 clusters
  Score: Raw -124760.530018 + Penalty 2384.081044 = -122376.448974
  nChanged 6
		SP:Iteration 22Q (201879.140000 sec): 3 clusters
  Score: Raw -124763.331117 + Penalty 2384.081044 = -122379.250073
  nChanged 4
		SP:Iteration 23Q (201879.350000 sec): 3 clusters
  Score: Raw -124764.655022 + Penalty 2384.081044 = -122380.573978
  nChanged 2
		SP:Iteration 24Q (201879.490000 sec): 3 clusters
  Score: Raw -124765.567202 + Penalty 2384.081044 = -122381.486158
  nChanged 1
		SP:Iteration 25Q (201879.720000 sec): 3 clusters
  Score: Raw -124765.803468 + Penalty 2384.081044 = -122381.722423
  nChanged 2
		SP:Iteration 26Q (201879.900000 sec): 3 clusters
  Score: Raw -124767.052714 + Penalty 2384.081044 = -122382.971670
  nChanged 3
		SP:Iteration 27Q (201880.130000 sec): 3 clusters
  Score: Raw -124768.025217 + Penalty 2384.081044 = -122383.944173
  nChanged 0
		SP:Iteration 28F (201880.300000 sec): 3 clusters
  Score: Raw -124768.025217 + Penalty 2384.081044 = -122383.944173
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 33 (1864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201880.400000 sec): 2 clusters
  Score: Raw -158805.357836 + Penalty 1223.702999 = -157581.654837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201880.560000 sec): 3 clusters
  Score: Raw -158044.762276 + Penalty 2447.405998 = -155597.356277
  nChanged 640
		SP:Iteration 1F (201880.730000 sec): 3 clusters
  Score: Raw -158445.796772 + Penalty 2447.405998 = -155998.390774
  nChanged 133
		SP:Iteration 2F (201880.880000 sec): 3 clusters
  Score: Raw -158527.847328 + Penalty 2447.405998 = -156080.441330
  nChanged 73
		SP:Iteration 3Q (201881.070000 sec): 3 clusters
  Score: Raw -158572.433799 + Penalty 2447.405998 = -156125.027800
  nChanged 47
		SP:Iteration 4Q (201881.280000 sec): 3 clusters
  Score: Raw -158606.182842 + Penalty 2447.405998 = -156158.776844
  nChanged 42
		SP:Iteration 5Q (201881.440000 sec): 3 clusters
  Score: Raw -158628.024423 + Penalty 2447.405998 = -156180.618425
  nChanged 29
		SP:Iteration 6Q (201881.640000 sec): 3 clusters
  Score: Raw -158642.339926 + Penalty 2447.405998 = -156194.933928
  nChanged 19
		SP:Iteration 7Q (201881.840000 sec): 3 clusters
  Score: Raw -158651.376527 + Penalty 2447.405998 = -156203.970529
  nChanged 21
		SP:Iteration 8Q (201882.040000 sec): 3 clusters
  Score: Raw -158658.687466 + Penalty 2447.405998 = -156211.281468
  nChanged 14
		SP:Iteration 9Q (201882.240000 sec): 3 clusters
  Score: Raw -158662.961734 + Penalty 2447.405998 = -156215.555736
  nChanged 10
		SP:Iteration 10Q (201882.430000 sec): 3 clusters
  Score: Raw -158666.444063 + Penalty 2447.405998 = -156219.038065
  nChanged 10
		SP:Iteration 11Q (201882.620000 sec): 3 clusters
  Score: Raw -158671.683706 + Penalty 2447.405998 = -156224.277708
  nChanged 19
		SP:Iteration 12Q (201882.860000 sec): 3 clusters
  Score: Raw -158678.128207 + Penalty 2447.405998 = -156230.722209
  nChanged 18
		SP:Iteration 13Q (201882.990000 sec): 3 clusters
  Score: Raw -158686.925795 + Penalty 2447.405998 = -156239.519796
  nChanged 20
		SP:Iteration 14Q (201883.180000 sec): 3 clusters
  Score: Raw -158695.704667 + Penalty 2447.405998 = -156248.298668
  nChanged 25
		SP:Iteration 15Q (201883.380000 sec): 3 clusters
  Score: Raw -158712.151546 + Penalty 2447.405998 = -156264.745548
  nChanged 34
		SP:Iteration 16Q (201883.530000 sec): 3 clusters
  Score: Raw -158729.959772 + Penalty 2447.405998 = -156282.553774
  nChanged 24
		SP:Iteration 17Q (201883.740000 sec): 3 clusters
  Score: Raw -158745.523665 + Penalty 2447.405998 = -156298.117667
  nChanged 35
		SP:Iteration 18Q (201883.940000 sec): 3 clusters
  Score: Raw -158768.668442 + Penalty 2447.405998 = -156321.262443
  nChanged 24
		SP:Iteration 19Q (201884.150000 sec): 3 clusters
  Score: Raw -158785.233817 + Penalty 2447.405998 = -156337.827819
  nChanged 35
		SP:Iteration 20F (201884.380000 sec): 3 clusters
  Score: Raw -158806.406993 + Penalty 2447.405998 = -156359.000994
  nChanged 26
		SP:Iteration 21Q (201884.530000 sec): 3 clusters
  Score: Raw -158821.176333 + Penalty 2447.405998 = -156373.770334
  nChanged 26
		SP:Iteration 22Q (201884.700000 sec): 3 clusters
  Score: Raw -158835.302658 + Penalty 2447.405998 = -156387.896660
  nChanged 22
		SP:Iteration 23Q (201884.870000 sec): 3 clusters
  Score: Raw -158849.576490 + Penalty 2447.405998 = -156402.170492
  nChanged 26
		SP:Iteration 24Q (201885.050000 sec): 3 clusters
  Score: Raw -158866.666236 + Penalty 2447.405998 = -156419.260237
  nChanged 30
		SP:Iteration 25Q (201885.260000 sec): 3 clusters
  Score: Raw -158888.723640 + Penalty 2447.405998 = -156441.317642
  nChanged 31
		SP:Iteration 26Q (201885.430000 sec): 3 clusters
  Score: Raw -158907.687683 + Penalty 2447.405998 = -156460.281684
  nChanged 24
		SP:Iteration 27Q (201885.570000 sec): 3 clusters
  Score: Raw -158923.199803 + Penalty 2447.405998 = -156475.793804
  nChanged 17
		SP:Iteration 28Q (201885.800000 sec): 3 clusters
  Score: Raw -158936.113700 + Penalty 2447.405998 = -156488.707701
  nChanged 20
		SP:Iteration 29Q (201885.940000 sec): 3 clusters
  Score: Raw -158952.133102 + Penalty 2447.405998 = -156504.727104
  nChanged 19
		SP:Iteration 30Q (201886.110000 sec): 3 clusters
  Score: Raw -158966.136209 + Penalty 2447.405998 = -156518.730211
  nChanged 16
		SP:Iteration 31Q (201886.310000 sec): 3 clusters
  Score: Raw -158973.859379 + Penalty 2447.405998 = -156526.453380
  nChanged 11
		SP:Iteration 32Q (201886.500000 sec): 3 clusters
  Score: Raw -158979.423482 + Penalty 2447.405998 = -156532.017484
  nChanged 11
		SP:Iteration 33Q (201886.670000 sec): 3 clusters
  Score: Raw -158989.616147 + Penalty 2447.405998 = -156542.210149
  nChanged 16
		SP:Iteration 34Q (201886.880000 sec): 3 clusters
  Score: Raw -159005.012731 + Penalty 2447.405998 = -156557.606733
  nChanged 18
		SP:Iteration 35Q (201887.060000 sec): 3 clusters
  Score: Raw -159026.053387 + Penalty 2447.405998 = -156578.647388
  nChanged 14
		SP:Iteration 36Q (201887.230000 sec): 3 clusters
  Score: Raw -159038.504887 + Penalty 2447.405998 = -156591.098888
  nChanged 11
		SP:Iteration 37Q (201887.400000 sec): 3 clusters
  Score: Raw -159049.591187 + Penalty 2447.405998 = -156602.185189
  nChanged 14
		SP:Iteration 38Q (201887.610000 sec): 3 clusters
  Score: Raw -159066.553326 + Penalty 2447.405998 = -156619.147328
  nChanged 13
		SP:Iteration 39Q (201887.770000 sec): 3 clusters
  Score: Raw -159074.515301 + Penalty 2447.405998 = -156627.109303
  nChanged 6
		SP:Iteration 40F (201887.930000 sec): 3 clusters
  Score: Raw -159080.020040 + Penalty 2447.405998 = -156632.614042
  nChanged 7
		SP:Iteration 41Q (201888.140000 sec): 3 clusters
  Score: Raw -159084.574054 + Penalty 2447.405998 = -156637.168055
  nChanged 6
		SP:Iteration 42Q (201888.300000 sec): 3 clusters
  Score: Raw -159087.581959 + Penalty 2447.405998 = -156640.175961
  nChanged 3
		SP:Iteration 43Q (201888.450000 sec): 3 clusters
  Score: Raw -159088.965515 + Penalty 2447.405998 = -156641.559517
  nChanged 1
		SP:Iteration 44Q (201888.640000 sec): 3 clusters
  Score: Raw -159089.284917 + Penalty 2447.405998 = -156641.878918
  nChanged 0
		SP:Iteration 45F (201888.780000 sec): 3 clusters
  Score: Raw -159089.284917 + Penalty 2447.405998 = -156641.878918
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 34 (10515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201888.910000 sec): 2 clusters
  Score: Raw -843195.119939 + Penalty 1504.840689 = -841690.279249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201889.120000 sec): 3 clusters
  Score: Raw -837157.845454 + Penalty 3009.681379 = -834148.164076
  nChanged 4588
		SP:Iteration 1F (201889.300000 sec): 3 clusters
  Score: Raw -839787.798034 + Penalty 3009.681379 = -836778.116655
  nChanged 748
		SP:Iteration 2F (201889.550000 sec): 3 clusters
  Score: Raw -840203.652171 + Penalty 3009.681379 = -837193.970792
  nChanged 680
		SP:Iteration 3F (201889.740000 sec): 3 clusters
  Score: Raw -840571.508078 + Penalty 3009.681379 = -837561.826699
  nChanged 587
		SP:Iteration 4F (201889.920000 sec): 3 clusters
  Score: Raw -840880.454392 + Penalty 3009.681379 = -837870.773014
  nChanged 518
		SP:Iteration 5Q (201890.190000 sec): 3 clusters
  Score: Raw -841175.086364 + Penalty 3009.681379 = -838165.404985
  nChanged 455
		SP:Iteration 6Q (201890.410000 sec): 3 clusters
  Score: Raw -841455.031951 + Penalty 3009.681379 = -838445.350572
  nChanged 460
		SP:Iteration 7Q (201890.630000 sec): 3 clusters
  Score: Raw -841755.657367 + Penalty 3009.681379 = -838745.975989
  nChanged 443
		SP:Iteration 8Q (201890.790000 sec): 3 clusters
  Score: Raw -842028.268751 + Penalty 3009.681379 = -839018.587373
  nChanged 382
		SP:Iteration 9Q (201891.010000 sec): 3 clusters
  Score: Raw -842272.076204 + Penalty 3009.681379 = -839262.394825
  nChanged 338
		SP:Iteration 10Q (201891.250000 sec): 3 clusters
  Score: Raw -842475.355219 + Penalty 3009.681379 = -839465.673841
  nChanged 269
		SP:Iteration 11Q (201891.490000 sec): 3 clusters
  Score: Raw -842600.669052 + Penalty 3009.681379 = -839590.987673
  nChanged 192
		SP:Iteration 12Q (201891.710000 sec): 3 clusters
  Score: Raw -842677.565925 + Penalty 3009.681379 = -839667.884546
  nChanged 152
		SP:Iteration 13Q (201891.890000 sec): 3 clusters
  Score: Raw -842733.635152 + Penalty 3009.681379 = -839723.953773
  nChanged 121
		SP:Iteration 14Q (201892.130000 sec): 3 clusters
  Score: Raw -842775.087514 + Penalty 3009.681379 = -839765.406135
  nChanged 107
		SP:Iteration 15Q (201892.340000 sec): 3 clusters
  Score: Raw -842807.809230 + Penalty 3009.681379 = -839798.127851
  nChanged 85
		SP:Iteration 16Q (201892.500000 sec): 3 clusters
  Score: Raw -842835.873394 + Penalty 3009.681379 = -839826.192015
  nChanged 79
		SP:Iteration 17Q (201892.710000 sec): 3 clusters
  Score: Raw -842861.539110 + Penalty 3009.681379 = -839851.857731
  nChanged 67
		SP:Iteration 18Q (201892.900000 sec): 3 clusters
  Score: Raw -842881.920007 + Penalty 3009.681379 = -839872.238628
  nChanged 63
		SP:Iteration 19Q (201893.120000 sec): 3 clusters
  Score: Raw -842902.433919 + Penalty 3009.681379 = -839892.752540
  nChanged 75
		SP:Iteration 20F (201893.320000 sec): 3 clusters
  Score: Raw -842929.409383 + Penalty 3009.681379 = -839919.728004
  nChanged 83
		SP:Iteration 21Q (201893.520000 sec): 3 clusters
  Score: Raw -842957.797469 + Penalty 3009.681379 = -839948.116090
  nChanged 85
		SP:Iteration 22Q (201893.740000 sec): 3 clusters
  Score: Raw -842982.172353 + Penalty 3009.681379 = -839972.490974
  nChanged 73
		SP:Iteration 23Q (201893.950000 sec): 3 clusters
  Score: Raw -843008.531270 + Penalty 3009.681379 = -839998.849891
  nChanged 67
		SP:Iteration 24Q (201894.180000 sec): 3 clusters
  Score: Raw -843030.050195 + Penalty 3009.681379 = -840020.368816
  nChanged 69
		SP:Iteration 25Q (201894.360000 sec): 3 clusters
  Score: Raw -843052.607733 + Penalty 3009.681379 = -840042.926354
  nChanged 62
		SP:Iteration 26Q (201894.580000 sec): 3 clusters
  Score: Raw -843069.199203 + Penalty 3009.681379 = -840059.517825
  nChanged 63
		SP:Iteration 27Q (201894.730000 sec): 3 clusters
  Score: Raw -843087.900384 + Penalty 3009.681379 = -840078.219005
  nChanged 55
		SP:Iteration 28Q (201894.970000 sec): 3 clusters
  Score: Raw -843104.904454 + Penalty 3009.681379 = -840095.223076
  nChanged 54
		SP:Iteration 29Q (201895.170000 sec): 3 clusters
  Score: Raw -843120.634685 + Penalty 3009.681379 = -840110.953306
  nChanged 50
		SP:Iteration 30Q (201895.360000 sec): 3 clusters
  Score: Raw -843134.391667 + Penalty 3009.681379 = -840124.710289
  nChanged 55
		SP:Iteration 31Q (201895.580000 sec): 3 clusters
  Score: Raw -843153.407553 + Penalty 3009.681379 = -840143.726175
  nChanged 47
		SP:Iteration 32Q (201895.800000 sec): 3 clusters
  Score: Raw -843167.256921 + Penalty 3009.681379 = -840157.575542
  nChanged 40
		SP:Iteration 33Q (201895.990000 sec): 3 clusters
  Score: Raw -843178.495769 + Penalty 3009.681379 = -840168.814390
  nChanged 36
		SP:Iteration 34Q (201896.180000 sec): 3 clusters
  Score: Raw -843188.144036 + Penalty 3009.681379 = -840178.462657
  nChanged 29
		SP:Iteration 35Q (201896.420000 sec): 3 clusters
  Score: Raw -843196.808379 + Penalty 3009.681379 = -840187.127001
  nChanged 33
		SP:Iteration 36Q (201896.620000 sec): 3 clusters
  Score: Raw -843205.975986 + Penalty 3009.681379 = -840196.294608
  nChanged 38
		SP:Iteration 37Q (201896.860000 sec): 3 clusters
  Score: Raw -843215.611611 + Penalty 3009.681379 = -840205.930233
  nChanged 30
		SP:Iteration 38Q (201897.100000 sec): 3 clusters
  Score: Raw -843222.799617 + Penalty 3009.681379 = -840213.118238
  nChanged 27
		SP:Iteration 39Q (201897.350000 sec): 3 clusters
  Score: Raw -843230.294406 + Penalty 3009.681379 = -840220.613027
  nChanged 28
		SP:Iteration 40F (201897.560000 sec): 3 clusters
  Score: Raw -843237.745508 + Penalty 3009.681379 = -840228.064129
  nChanged 28
		SP:Iteration 41Q (201897.810000 sec): 3 clusters
  Score: Raw -843246.539762 + Penalty 3009.681379 = -840236.858383
  nChanged 31
		SP:Iteration 42Q (201898.040000 sec): 3 clusters
  Score: Raw -843258.311370 + Penalty 3009.681379 = -840248.629991
  nChanged 43
		SP:Iteration 43Q (201898.280000 sec): 3 clusters
  Score: Raw -843275.033317 + Penalty 3009.681379 = -840265.351938
  nChanged 47
		SP:Iteration 44Q (201898.470000 sec): 3 clusters
  Score: Raw -843292.309623 + Penalty 3009.681379 = -840282.628244
  nChanged 38
		SP:Iteration 45Q (201898.760000 sec): 3 clusters
  Score: Raw -843305.094028 + Penalty 3009.681379 = -840295.412649
  nChanged 38
		SP:Iteration 46Q (201898.960000 sec): 3 clusters
  Score: Raw -843318.408325 + Penalty 3009.681379 = -840308.726946
  nChanged 31
		SP:Iteration 47Q (201899.170000 sec): 3 clusters
  Score: Raw -843327.348195 + Penalty 3009.681379 = -840317.666817
  nChanged 30
		SP:Iteration 48Q (201899.450000 sec): 3 clusters
  Score: Raw -843337.239760 + Penalty 3009.681379 = -840327.558382
  nChanged 39
		SP:Iteration 49Q (201899.660000 sec): 3 clusters
  Score: Raw -843351.935498 + Penalty 3009.681379 = -840342.254119
  nChanged 37
		SP:Iteration 50Q (201899.920000 sec): 3 clusters
  Score: Raw -843366.280999 + Penalty 3009.681379 = -840356.599620
  nChanged 27
		SP:Iteration 51Q (201900.090000 sec): 3 clusters
  Score: Raw -843377.333089 + Penalty 3009.681379 = -840367.651710
  nChanged 26
		SP:Iteration 52Q (201900.300000 sec): 3 clusters
  Score: Raw -843386.122331 + Penalty 3009.681379 = -840376.440953
  nChanged 19
		SP:Iteration 53Q (201900.600000 sec): 3 clusters
  Score: Raw -843394.332113 + Penalty 3009.681379 = -840384.650734
  nChanged 23
		SP:Iteration 54Q (201900.840000 sec): 3 clusters
  Score: Raw -843405.035177 + Penalty 3009.681379 = -840395.353798
  nChanged 25
		SP:Iteration 55Q (201901.040000 sec): 3 clusters
  Score: Raw -843414.119419 + Penalty 3009.681379 = -840404.438040
  nChanged 19
		SP:Iteration 56Q (201901.290000 sec): 3 clusters
  Score: Raw -843419.914374 + Penalty 3009.681379 = -840410.232995
  nChanged 11
		SP:Iteration 57Q (201901.560000 sec): 3 clusters
  Score: Raw -843424.599032 + Penalty 3009.681379 = -840414.917653
  nChanged 14
		SP:Iteration 58Q (201901.760000 sec): 3 clusters
  Score: Raw -843429.593386 + Penalty 3009.681379 = -840419.912007
  nChanged 14
		SP:Iteration 59Q (201902.020000 sec): 3 clusters
  Score: Raw -843435.568693 + Penalty 3009.681379 = -840425.887314
  nChanged 16
		SP:Iteration 60F (201902.270000 sec): 3 clusters
  Score: Raw -843442.399184 + Penalty 3009.681379 = -840432.717806
  nChanged 21
		SP:Iteration 61Q (201902.470000 sec): 3 clusters
  Score: Raw -843451.670123 + Penalty 3009.681379 = -840441.988744
  nChanged 18
		SP:Iteration 62Q (201902.690000 sec): 3 clusters
  Score: Raw -843459.528561 + Penalty 3009.681379 = -840449.847183
  nChanged 17
		SP:Iteration 63Q (201902.930000 sec): 3 clusters
  Score: Raw -843466.175781 + Penalty 3009.681379 = -840456.494403
  nChanged 16
		SP:Iteration 64Q (201903.140000 sec): 3 clusters
  Score: Raw -843471.290214 + Penalty 3009.681379 = -840461.608836
  nChanged 13
		SP:Iteration 65Q (201903.410000 sec): 3 clusters
  Score: Raw -843475.214947 + Penalty 3009.681379 = -840465.533568
  nChanged 13
		SP:Iteration 66Q (201903.590000 sec): 3 clusters
  Score: Raw -843479.274721 + Penalty 3009.681379 = -840469.593342
  nChanged 10
		SP:Iteration 67Q (201903.790000 sec): 3 clusters
  Score: Raw -843483.873872 + Penalty 3009.681379 = -840474.192493
  nChanged 10
		SP:Iteration 68Q (201903.980000 sec): 3 clusters
  Score: Raw -843487.864617 + Penalty 3009.681379 = -840478.183238
  nChanged 12
		SP:Iteration 69Q (201904.190000 sec): 3 clusters
  Score: Raw -843492.761345 + Penalty 3009.681379 = -840483.079966
  nChanged 12
		SP:Iteration 70Q (201904.430000 sec): 3 clusters
  Score: Raw -843498.777958 + Penalty 3009.681379 = -840489.096580
  nChanged 10
		SP:Iteration 71Q (201904.680000 sec): 3 clusters
  Score: Raw -843503.104595 + Penalty 3009.681379 = -840493.423217
  nChanged 9
		SP:Iteration 72Q (201904.890000 sec): 3 clusters
  Score: Raw -843506.272440 + Penalty 3009.681379 = -840496.591062
  nChanged 5
		SP:Iteration 73Q (201905.120000 sec): 3 clusters
  Score: Raw -843507.789606 + Penalty 3009.681379 = -840498.108227
  nChanged 4
		SP:Iteration 74Q (201905.350000 sec): 3 clusters
  Score: Raw -843509.102514 + Penalty 3009.681379 = -840499.421136
  nChanged 1
		SP:Iteration 75Q (201905.560000 sec): 3 clusters
  Score: Raw -843509.409287 + Penalty 3009.681379 = -840499.727909
  nChanged 3
		SP:Iteration 76Q (201905.790000 sec): 3 clusters
  Score: Raw -843510.227922 + Penalty 3009.681379 = -840500.546543
  nChanged 2
		SP:Iteration 77Q (201905.980000 sec): 3 clusters
  Score: Raw -843510.592551 + Penalty 3009.681379 = -840500.911173
  nChanged 1
		SP:Iteration 78Q (201906.220000 sec): 3 clusters
  Score: Raw -843510.857344 + Penalty 3009.681379 = -840501.175965
  nChanged 2
		SP:Iteration 79Q (201906.460000 sec): 3 clusters
  Score: Raw -843511.315873 + Penalty 3009.681379 = -840501.634494
  nChanged 3
		SP:Iteration 80F (201906.670000 sec): 3 clusters
  Score: Raw -843512.459450 + Penalty 3009.681379 = -840502.778072
  nChanged 4
		SP:Iteration 81Q (201906.950000 sec): 3 clusters
  Score: Raw -843513.980938 + Penalty 3009.681379 = -840504.299559
  nChanged 4
		SP:Iteration 82Q (201907.150000 sec): 3 clusters
  Score: Raw -843515.668069 + Penalty 3009.681379 = -840505.986690
  nChanged 6
		SP:Iteration 83Q (201907.400000 sec): 3 clusters
  Score: Raw -843517.716718 + Penalty 3009.681379 = -840508.035340
  nChanged 1
		SP:Iteration 84Q (201907.580000 sec): 3 clusters
  Score: Raw -843518.789894 + Penalty 3009.681379 = -840509.108515
  nChanged 1
		SP:Iteration 85Q (201907.810000 sec): 3 clusters
  Score: Raw -843518.998789 + Penalty 3009.681379 = -840509.317410
  nChanged 1
		SP:Iteration 86Q (201908.010000 sec): 3 clusters
  Score: Raw -843519.584998 + Penalty 3009.681379 = -840509.903619
  nChanged 1
		SP:Iteration 87Q (201908.220000 sec): 3 clusters
  Score: Raw -843519.885316 + Penalty 3009.681379 = -840510.203937
  nChanged 1
		SP:Iteration 88Q (201908.470000 sec): 3 clusters
  Score: Raw -843520.656714 + Penalty 3009.681379 = -840510.975335
  nChanged 2
		SP:Iteration 89Q (201908.650000 sec): 3 clusters
  Score: Raw -843521.411878 + Penalty 3009.681379 = -840511.730499
  nChanged 1
		SP:Iteration 90Q (201908.870000 sec): 3 clusters
  Score: Raw -843521.690308 + Penalty 3009.681379 = -840512.008929
  nChanged 1
		SP:Iteration 91Q (201909.100000 sec): 3 clusters
  Score: Raw -843522.156636 + Penalty 3009.681379 = -840512.475258
  nChanged 0
		SP:Iteration 92F (201909.330000 sec): 3 clusters
  Score: Raw -843522.156636 + Penalty 3009.681379 = -840512.475258
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 35 (24644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201909.540000 sec): 2 clusters
  Score: Raw -2031921.548550 + Penalty 1643.246921 = -2030278.301629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201909.830000 sec): 3 clusters
  Score: Raw -2016893.013119 + Penalty 3286.493841 = -2013606.519278
  nChanged 11284
		SP:Iteration 1F (201910.130000 sec): 3 clusters
  Score: Raw -2023071.935585 + Penalty 3286.493841 = -2019785.441744
  nChanged 1196
		SP:Iteration 2Q (201910.390000 sec): 3 clusters
  Score: Raw -2023491.893158 + Penalty 3286.493841 = -2020205.399316
  nChanged 1065
		SP:Iteration 3Q (201910.730000 sec): 3 clusters
  Score: Raw -2023844.903142 + Penalty 3286.493841 = -2020558.409300
  nChanged 972
		SP:Iteration 4Q (201911.040000 sec): 3 clusters
  Score: Raw -2024171.425819 + Penalty 3286.493841 = -2020884.931978
  nChanged 934
		SP:Iteration 5Q (201911.400000 sec): 3 clusters
  Score: Raw -2024525.630875 + Penalty 3286.493841 = -2021239.137034
  nChanged 980
		SP:Iteration 6Q (201911.710000 sec): 3 clusters
  Score: Raw -2024959.100432 + Penalty 3286.493841 = -2021672.606591
  nChanged 1086
		SP:Iteration 7Q (201912.030000 sec): 3 clusters
  Score: Raw -2025578.536475 + Penalty 3286.493841 = -2022292.042633
  nChanged 1195
		SP:Iteration 8Q (201912.360000 sec): 3 clusters
  Score: Raw -2026348.609560 + Penalty 3286.493841 = -2023062.115719
  nChanged 1285
		SP:Iteration 9F (201912.690000 sec): 3 clusters
  Score: Raw -2027248.646947 + Penalty 3286.493841 = -2023962.153106
  nChanged 1152
		SP:Iteration 10Q (201913.000000 sec): 3 clusters
  Score: Raw -2027986.712443 + Penalty 3286.493841 = -2024700.218601
  nChanged 964
		SP:Iteration 11Q (201913.300000 sec): 3 clusters
  Score: Raw -2028526.512723 + Penalty 3286.493841 = -2025240.018882
  nChanged 797
		SP:Iteration 12Q (201913.580000 sec): 3 clusters
  Score: Raw -2028911.543916 + Penalty 3286.493841 = -2025625.050075
  nChanged 638
		SP:Iteration 13Q (201913.900000 sec): 3 clusters
  Score: Raw -2029189.726526 + Penalty 3286.493841 = -2025903.232685
  nChanged 531
		SP:Iteration 14Q (201914.150000 sec): 3 clusters
  Score: Raw -2029428.017740 + Penalty 3286.493841 = -2026141.523899
  nChanged 458
		SP:Iteration 15Q (201914.450000 sec): 3 clusters
  Score: Raw -2029654.658417 + Penalty 3286.493841 = -2026368.164575
  nChanged 451
		SP:Iteration 16Q (201914.730000 sec): 3 clusters
  Score: Raw -2029872.175558 + Penalty 3286.493841 = -2026585.681717
  nChanged 432
		SP:Iteration 17Q (201915.000000 sec): 3 clusters
  Score: Raw -2030076.556063 + Penalty 3286.493841 = -2026790.062222
  nChanged 406
		SP:Iteration 18Q (201915.240000 sec): 3 clusters
  Score: Raw -2030252.005433 + Penalty 3286.493841 = -2026965.511592
  nChanged 339
		SP:Iteration 19Q (201915.540000 sec): 3 clusters
  Score: Raw -2030403.131996 + Penalty 3286.493841 = -2027116.638155
  nChanged 355
		SP:Iteration 20F (201915.840000 sec): 3 clusters
  Score: Raw -2030566.526933 + Penalty 3286.493841 = -2027280.033092
  nChanged 332
		SP:Iteration 21Q (201916.060000 sec): 3 clusters
  Score: Raw -2030724.139548 + Penalty 3286.493841 = -2027437.645707
  nChanged 318
		SP:Iteration 22Q (201916.300000 sec): 3 clusters
  Score: Raw -2030886.322912 + Penalty 3286.493841 = -2027599.829070
  nChanged 304
		SP:Iteration 23Q (201916.580000 sec): 3 clusters
  Score: Raw -2031065.527956 + Penalty 3286.493841 = -2027779.034115
  nChanged 295
		SP:Iteration 24Q (201916.860000 sec): 3 clusters
  Score: Raw -2031253.418949 + Penalty 3286.493841 = -2027966.925108
  nChanged 256
		SP:Iteration 25Q (201917.160000 sec): 3 clusters
  Score: Raw -2031416.476245 + Penalty 3286.493841 = -2028129.982404
  nChanged 237
		SP:Iteration 26Q (201917.420000 sec): 3 clusters
  Score: Raw -2031567.616345 + Penalty 3286.493841 = -2028281.122504
  nChanged 213
		SP:Iteration 27Q (201917.660000 sec): 3 clusters
  Score: Raw -2031728.600949 + Penalty 3286.493841 = -2028442.107108
  nChanged 194
		SP:Iteration 28Q (201917.910000 sec): 3 clusters
  Score: Raw -2031869.599745 + Penalty 3286.493841 = -2028583.105904
  nChanged 161
		SP:Iteration 29Q (201918.130000 sec): 3 clusters
  Score: Raw -2031977.882954 + Penalty 3286.493841 = -2028691.389113
  nChanged 127
		SP:Iteration 30Q (201918.410000 sec): 3 clusters
  Score: Raw -2032060.159244 + Penalty 3286.493841 = -2028773.665403
  nChanged 111
		SP:Iteration 31Q (201918.640000 sec): 3 clusters
  Score: Raw -2032122.113663 + Penalty 3286.493841 = -2028835.619822
  nChanged 90
		SP:Iteration 32Q (201918.940000 sec): 3 clusters
  Score: Raw -2032167.475127 + Penalty 3286.493841 = -2028880.981286
  nChanged 61
		SP:Iteration 33Q (201919.180000 sec): 3 clusters
  Score: Raw -2032192.536151 + Penalty 3286.493841 = -2028906.042309
  nChanged 44
		SP:Iteration 34Q (201919.510000 sec): 3 clusters
  Score: Raw -2032210.188970 + Penalty 3286.493841 = -2028923.695129
  nChanged 40
		SP:Iteration 35Q (201919.760000 sec): 3 clusters
  Score: Raw -2032222.579871 + Penalty 3286.493841 = -2028936.086030
  nChanged 23
		SP:Iteration 36Q (201920.050000 sec): 3 clusters
  Score: Raw -2032228.521910 + Penalty 3286.493841 = -2028942.028069
  nChanged 18
		SP:Iteration 37Q (201920.310000 sec): 3 clusters
  Score: Raw -2032233.949935 + Penalty 3286.493841 = -2028947.456094
  nChanged 15
		SP:Iteration 38Q (201920.590000 sec): 3 clusters
  Score: Raw -2032241.256300 + Penalty 3286.493841 = -2028954.762459
  nChanged 14
		SP:Iteration 39Q (201920.880000 sec): 3 clusters
  Score: Raw -2032247.558682 + Penalty 3286.493841 = -2028961.064841
  nChanged 18
		SP:Iteration 40F (201921.160000 sec): 3 clusters
  Score: Raw -2032259.999185 + Penalty 3286.493841 = -2028973.505344
  nChanged 24
		SP:Iteration 41Q (201921.430000 sec): 3 clusters
  Score: Raw -2032270.877841 + Penalty 3286.493841 = -2028984.384000
  nChanged 16
		SP:Iteration 42Q (201921.620000 sec): 3 clusters
  Score: Raw -2032277.449094 + Penalty 3286.493841 = -2028990.955253
  nChanged 13
		SP:Iteration 43Q (201921.910000 sec): 3 clusters
  Score: Raw -2032280.837489 + Penalty 3286.493841 = -2028994.343647
  nChanged 11
		SP:Iteration 44Q (201922.200000 sec): 3 clusters
  Score: Raw -2032284.293647 + Penalty 3286.493841 = -2028997.799806
  nChanged 8
		SP:Iteration 45Q (201922.490000 sec): 3 clusters
  Score: Raw -2032286.579413 + Penalty 3286.493841 = -2029000.085572
  nChanged 6
		SP:Iteration 46Q (201922.750000 sec): 3 clusters
  Score: Raw -2032288.241432 + Penalty 3286.493841 = -2029001.747590
  nChanged 5
		SP:Iteration 47Q (201923.010000 sec): 3 clusters
  Score: Raw -2032289.476991 + Penalty 3286.493841 = -2029002.983150
  nChanged 7
		SP:Iteration 48Q (201923.300000 sec): 3 clusters
  Score: Raw -2032292.321594 + Penalty 3286.493841 = -2029005.827753
  nChanged 5
		SP:Iteration 49Q (201923.590000 sec): 3 clusters
  Score: Raw -2032293.472029 + Penalty 3286.493841 = -2029006.978187
  nChanged 6
		SP:Iteration 50Q (201923.820000 sec): 3 clusters
  Score: Raw -2032295.433699 + Penalty 3286.493841 = -2029008.939858
  nChanged 3
		SP:Iteration 51Q (201924.120000 sec): 3 clusters
  Score: Raw -2032296.375323 + Penalty 3286.493841 = -2029009.881482
  nChanged 5
		SP:Iteration 52Q (201924.380000 sec): 3 clusters
  Score: Raw -2032298.140778 + Penalty 3286.493841 = -2029011.646937
  nChanged 3
		SP:Iteration 53Q (201924.630000 sec): 3 clusters
  Score: Raw -2032299.038571 + Penalty 3286.493841 = -2029012.544730
  nChanged 3
		SP:Iteration 54Q (201924.930000 sec): 3 clusters
  Score: Raw -2032299.953270 + Penalty 3286.493841 = -2029013.459429
  nChanged 3
		SP:Iteration 55Q (201925.210000 sec): 3 clusters
  Score: Raw -2032301.098405 + Penalty 3286.493841 = -2029014.604564
  nChanged 5
		SP:Iteration 56Q (201925.470000 sec): 3 clusters
  Score: Raw -2032302.490389 + Penalty 3286.493841 = -2029015.996548
  nChanged 2
		SP:Iteration 57Q (201925.760000 sec): 3 clusters
  Score: Raw -2032303.176166 + Penalty 3286.493841 = -2029016.682325
  nChanged 4
		SP:Iteration 58Q (201926.010000 sec): 3 clusters
  Score: Raw -2032304.312749 + Penalty 3286.493841 = -2029017.818908
  nChanged 5
		SP:Iteration 59Q (201926.250000 sec): 3 clusters
  Score: Raw -2032305.846183 + Penalty 3286.493841 = -2029019.352341
  nChanged 4
		SP:Iteration 60F (201926.520000 sec): 3 clusters
  Score: Raw -2032307.505707 + Penalty 3286.493841 = -2029021.011866
  nChanged 5
		SP:Iteration 61Q (201926.780000 sec): 3 clusters
  Score: Raw -2032309.341198 + Penalty 3286.493841 = -2029022.847357
  nChanged 6
		SP:Iteration 62Q (201927.080000 sec): 3 clusters
  Score: Raw -2032312.167441 + Penalty 3286.493841 = -2029025.673600
  nChanged 5
		SP:Iteration 63Q (201927.380000 sec): 3 clusters
  Score: Raw -2032315.059839 + Penalty 3286.493841 = -2029028.565997
  nChanged 9
		SP:Iteration 64Q (201927.610000 sec): 3 clusters
  Score: Raw -2032320.829927 + Penalty 3286.493841 = -2029034.336086
  nChanged 11
		SP:Iteration 65Q (201927.850000 sec): 3 clusters
  Score: Raw -2032324.641974 + Penalty 3286.493841 = -2029038.148133
  nChanged 9
		SP:Iteration 66Q (201928.130000 sec): 3 clusters
  Score: Raw -2032327.695387 + Penalty 3286.493841 = -2029041.201546
  nChanged 8
		SP:Iteration 67Q (201928.400000 sec): 3 clusters
  Score: Raw -2032329.888352 + Penalty 3286.493841 = -2029043.394511
  nChanged 5
		SP:Iteration 68Q (201928.660000 sec): 3 clusters
  Score: Raw -2032331.968078 + Penalty 3286.493841 = -2029045.474237
  nChanged 8
		SP:Iteration 69Q (201928.910000 sec): 3 clusters
  Score: Raw -2032336.849451 + Penalty 3286.493841 = -2029050.355610
  nChanged 12
		SP:Iteration 70Q (201929.160000 sec): 3 clusters
  Score: Raw -2032342.058106 + Penalty 3286.493841 = -2029055.564265
  nChanged 11
		SP:Iteration 71Q (201929.410000 sec): 3 clusters
  Score: Raw -2032345.461237 + Penalty 3286.493841 = -2029058.967396
  nChanged 4
		SP:Iteration 72Q (201929.740000 sec): 3 clusters
  Score: Raw -2032346.611567 + Penalty 3286.493841 = -2029060.117726
  nChanged 5
		SP:Iteration 73Q (201929.970000 sec): 3 clusters
  Score: Raw -2032348.198261 + Penalty 3286.493841 = -2029061.704420
  nChanged 3
		SP:Iteration 74Q (201930.260000 sec): 3 clusters
  Score: Raw -2032349.165041 + Penalty 3286.493841 = -2029062.671200
  nChanged 1
		SP:Iteration 75Q (201930.520000 sec): 3 clusters
  Score: Raw -2032349.440063 + Penalty 3286.493841 = -2029062.946222
  nChanged 2
		SP:Iteration 76Q (201930.730000 sec): 3 clusters
  Score: Raw -2032350.037516 + Penalty 3286.493841 = -2029063.543675
  nChanged 1
		SP:Iteration 77Q (201931.060000 sec): 3 clusters
  Score: Raw -2032350.418121 + Penalty 3286.493841 = -2029063.924280
  nChanged 1
		SP:Iteration 78Q (201931.320000 sec): 3 clusters
  Score: Raw -2032350.620736 + Penalty 3286.493841 = -2029064.126894
  nChanged 1
		SP:Iteration 79Q (201931.620000 sec): 3 clusters
  Score: Raw -2032350.868393 + Penalty 3286.493841 = -2029064.374552
  nChanged 0
		SP:Iteration 80F (201931.920000 sec): 3 clusters
  Score: Raw -2032350.868393 + Penalty 3286.493841 = -2029064.374552
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 36 (22677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201932.080000 sec): 2 clusters
  Score: Raw -1934958.701729 + Penalty 1629.729802 = -1933328.971927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201932.320000 sec): 3 clusters
  Score: Raw -1921081.925048 + Penalty 3259.459604 = -1917822.465444
  nChanged 10356
		SP:Iteration 1F (201932.660000 sec): 3 clusters
  Score: Raw -1926817.639635 + Penalty 3259.459604 = -1923558.180031
  nChanged 1116
		SP:Iteration 2Q (201932.900000 sec): 3 clusters
  Score: Raw -1927225.082959 + Penalty 3259.459604 = -1923965.623355
  nChanged 1170
		SP:Iteration 3F (201933.210000 sec): 3 clusters
  Score: Raw -1927722.060658 + Penalty 3259.459604 = -1924462.601054
  nChanged 1275
		SP:Iteration 4F (201933.520000 sec): 3 clusters
  Score: Raw -1928382.479312 + Penalty 3259.459604 = -1925123.019708
  nChanged 1415
		SP:Iteration 5F (201933.800000 sec): 3 clusters
  Score: Raw -1929234.502275 + Penalty 3259.459604 = -1925975.042671
  nChanged 1563
		SP:Iteration 6F (201934.040000 sec): 3 clusters
  Score: Raw -1930287.498931 + Penalty 3259.459604 = -1927028.039327
  nChanged 1524
		SP:Iteration 7F (201934.300000 sec): 3 clusters
  Score: Raw -1931394.571457 + Penalty 3259.459604 = -1928135.111853
  nChanged 1288
		SP:Iteration 8F (201934.550000 sec): 3 clusters
  Score: Raw -1932328.679668 + Penalty 3259.459604 = -1929069.220064
  nChanged 949
		SP:Iteration 9Q (201934.820000 sec): 3 clusters
  Score: Raw -1932971.298428 + Penalty 3259.459604 = -1929711.838824
  nChanged 686
		SP:Iteration 10Q (201935.060000 sec): 3 clusters
  Score: Raw -1933389.810874 + Penalty 3259.459604 = -1930130.351270
  nChanged 536
		SP:Iteration 11Q (201935.360000 sec): 3 clusters
  Score: Raw -1933712.755947 + Penalty 3259.459604 = -1930453.296343
  nChanged 406
		SP:Iteration 12Q (201935.600000 sec): 3 clusters
  Score: Raw -1933932.403366 + Penalty 3259.459604 = -1930672.943761
  nChanged 309
		SP:Iteration 13Q (201935.920000 sec): 3 clusters
  Score: Raw -1934112.738991 + Penalty 3259.459604 = -1930853.279387
  nChanged 244
		SP:Iteration 14Q (201936.200000 sec): 3 clusters
  Score: Raw -1934297.745146 + Penalty 3259.459604 = -1931038.285542
  nChanged 215
		SP:Iteration 15Q (201936.450000 sec): 3 clusters
  Score: Raw -1934510.601026 + Penalty 3259.459604 = -1931251.141422
  nChanged 187
		SP:Iteration 16Q (201936.660000 sec): 3 clusters
  Score: Raw -1934757.521691 + Penalty 3259.459604 = -1931498.062087
  nChanged 165
		SP:Iteration 17Q (201936.950000 sec): 3 clusters
  Score: Raw -1935002.061776 + Penalty 3259.459604 = -1931742.602172
  nChanged 149
		SP:Iteration 18Q (201937.200000 sec): 3 clusters
  Score: Raw -1935119.564363 + Penalty 3259.459604 = -1931860.104759
  nChanged 120
		SP:Iteration 19Q (201937.450000 sec): 3 clusters
  Score: Raw -1935188.290953 + Penalty 3259.459604 = -1931928.831349
  nChanged 97
		SP:Iteration 20F (201937.700000 sec): 3 clusters
  Score: Raw -1935231.978585 + Penalty 3259.459604 = -1931972.518981
  nChanged 92
		SP:Iteration 21Q (201937.940000 sec): 3 clusters
  Score: Raw -1935275.039831 + Penalty 3259.459604 = -1932015.580227
  nChanged 80
		SP:Iteration 22Q (201938.180000 sec): 3 clusters
  Score: Raw -1935307.179249 + Penalty 3259.459604 = -1932047.719644
  nChanged 69
		SP:Iteration 23Q (201938.420000 sec): 3 clusters
  Score: Raw -1935333.409188 + Penalty 3259.459604 = -1932073.949583
  nChanged 72
		SP:Iteration 24Q (201938.710000 sec): 3 clusters
  Score: Raw -1935358.244582 + Penalty 3259.459604 = -1932098.784978
  nChanged 48
		SP:Iteration 25Q (201938.960000 sec): 3 clusters
  Score: Raw -1935373.211958 + Penalty 3259.459604 = -1932113.752354
  nChanged 47
		SP:Iteration 26Q (201939.220000 sec): 3 clusters
  Score: Raw -1935386.912657 + Penalty 3259.459604 = -1932127.453053
  nChanged 30
		SP:Iteration 27Q (201939.510000 sec): 3 clusters
  Score: Raw -1935393.638224 + Penalty 3259.459604 = -1932134.178620
  nChanged 32
		SP:Iteration 28Q (201939.760000 sec): 3 clusters
  Score: Raw -1935399.834001 + Penalty 3259.459604 = -1932140.374397
  nChanged 24
		SP:Iteration 29Q (201940.060000 sec): 3 clusters
  Score: Raw -1935405.268299 + Penalty 3259.459604 = -1932145.808695
  nChanged 21
		SP:Iteration 30Q (201940.280000 sec): 3 clusters
  Score: Raw -1935409.164432 + Penalty 3259.459604 = -1932149.704828
  nChanged 13
		SP:Iteration 31Q (201940.570000 sec): 3 clusters
  Score: Raw -1935411.131896 + Penalty 3259.459604 = -1932151.672292
  nChanged 9
		SP:Iteration 32Q (201940.830000 sec): 3 clusters
  Score: Raw -1935412.278242 + Penalty 3259.459604 = -1932152.818638
  nChanged 7
		SP:Iteration 33Q (201941.120000 sec): 3 clusters
  Score: Raw -1935413.242927 + Penalty 3259.459604 = -1932153.783323
  nChanged 8
		SP:Iteration 34Q (201941.380000 sec): 3 clusters
  Score: Raw -1935414.650721 + Penalty 3259.459604 = -1932155.191117
  nChanged 10
		SP:Iteration 35Q (201941.680000 sec): 3 clusters
  Score: Raw -1935417.202730 + Penalty 3259.459604 = -1932157.743126
  nChanged 17
		SP:Iteration 36Q (201941.950000 sec): 3 clusters
  Score: Raw -1935421.846484 + Penalty 3259.459604 = -1932162.386880
  nChanged 20
		SP:Iteration 37Q (201942.240000 sec): 3 clusters
  Score: Raw -1935427.278147 + Penalty 3259.459604 = -1932167.818543
  nChanged 18
		SP:Iteration 38Q (201942.520000 sec): 3 clusters
  Score: Raw -1935432.099439 + Penalty 3259.459604 = -1932172.639835
  nChanged 18
		SP:Iteration 39Q (201942.760000 sec): 3 clusters
  Score: Raw -1935438.092210 + Penalty 3259.459604 = -1932178.632606
  nChanged 17
		SP:Iteration 40F (201943.060000 sec): 3 clusters
  Score: Raw -1935442.134987 + Penalty 3259.459604 = -1932182.675383
  nChanged 12
		SP:Iteration 41Q (201943.350000 sec): 3 clusters
  Score: Raw -1935444.117132 + Penalty 3259.459604 = -1932184.657528
  nChanged 8
		SP:Iteration 42Q (201943.650000 sec): 3 clusters
  Score: Raw -1935445.427817 + Penalty 3259.459604 = -1932185.968213
  nChanged 7
		SP:Iteration 43Q (201943.880000 sec): 3 clusters
  Score: Raw -1935446.465810 + Penalty 3259.459604 = -1932187.006206
  nChanged 3
		SP:Iteration 44Q (201944.130000 sec): 3 clusters
  Score: Raw -1935447.051501 + Penalty 3259.459604 = -1932187.591897
  nChanged 3
		SP:Iteration 45Q (201944.350000 sec): 3 clusters
  Score: Raw -1935447.434801 + Penalty 3259.459604 = -1932187.975197
  nChanged 4
		SP:Iteration 46Q (201944.640000 sec): 3 clusters
  Score: Raw -1935448.099491 + Penalty 3259.459604 = -1932188.639887
  nChanged 2
		SP:Iteration 47Q (201944.900000 sec): 3 clusters
  Score: Raw -1935448.541307 + Penalty 3259.459604 = -1932189.081703
  nChanged 2
		SP:Iteration 48Q (201945.150000 sec): 3 clusters
  Score: Raw -1935448.663135 + Penalty 3259.459604 = -1932189.203531
  nChanged 0
		SP:Iteration 49F (201945.460000 sec): 3 clusters
  Score: Raw -1935448.663135 + Penalty 3259.459604 = -1932189.203531
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 37 (1803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201945.630000 sec): 2 clusters
  Score: Raw -152741.678931 + Penalty 1218.296174 = -151523.382757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201945.810000 sec): 3 clusters
  Score: Raw -152004.946425 + Penalty 2436.592348 = -149568.354077
  nChanged 617
		SP:Iteration 1F (201945.990000 sec): 3 clusters
  Score: Raw -152384.143078 + Penalty 2436.592348 = -149947.550730
  nChanged 137
		SP:Iteration 2F (201946.220000 sec): 3 clusters
  Score: Raw -152502.410638 + Penalty 2436.592348 = -150065.818290
  nChanged 96
		SP:Iteration 3F (201946.420000 sec): 3 clusters
  Score: Raw -152571.109922 + Penalty 2436.592348 = -150134.517575
  nChanged 53
		SP:Iteration 4Q (201946.570000 sec): 3 clusters
  Score: Raw -152614.321042 + Penalty 2436.592348 = -150177.728694
  nChanged 51
		SP:Iteration 5Q (201946.760000 sec): 3 clusters
  Score: Raw -152645.741320 + Penalty 2436.592348 = -150209.148973
  nChanged 31
		SP:Iteration 6Q (201946.920000 sec): 3 clusters
  Score: Raw -152661.277086 + Penalty 2436.592348 = -150224.684738
  nChanged 25
		SP:Iteration 7Q (201947.120000 sec): 3 clusters
  Score: Raw -152672.593218 + Penalty 2436.592348 = -150236.000871
  nChanged 18
		SP:Iteration 8Q (201947.260000 sec): 3 clusters
  Score: Raw -152681.637483 + Penalty 2436.592348 = -150245.045136
  nChanged 16
		SP:Iteration 9Q (201947.440000 sec): 3 clusters
  Score: Raw -152688.461842 + Penalty 2436.592348 = -150251.869495
  nChanged 13
		SP:Iteration 10Q (201947.610000 sec): 3 clusters
  Score: Raw -152694.298900 + Penalty 2436.592348 = -150257.706553
  nChanged 15
		SP:Iteration 11Q (201947.830000 sec): 3 clusters
  Score: Raw -152702.272001 + Penalty 2436.592348 = -150265.679653
  nChanged 14
		SP:Iteration 12Q (201948.010000 sec): 3 clusters
  Score: Raw -152707.668750 + Penalty 2436.592348 = -150271.076402
  nChanged 12
		SP:Iteration 13Q (201948.170000 sec): 3 clusters
  Score: Raw -152717.160276 + Penalty 2436.592348 = -150280.567928
  nChanged 16
		SP:Iteration 14Q (201948.390000 sec): 3 clusters
  Score: Raw -152727.121528 + Penalty 2436.592348 = -150290.529181
  nChanged 23
		SP:Iteration 15Q (201948.560000 sec): 3 clusters
  Score: Raw -152742.129887 + Penalty 2436.592348 = -150305.537539
  nChanged 29
		SP:Iteration 16Q (201948.740000 sec): 3 clusters
  Score: Raw -152759.463673 + Penalty 2436.592348 = -150322.871326
  nChanged 26
		SP:Iteration 17Q (201948.980000 sec): 3 clusters
  Score: Raw -152774.829655 + Penalty 2436.592348 = -150338.237307
  nChanged 23
		SP:Iteration 18Q (201949.120000 sec): 3 clusters
  Score: Raw -152787.311622 + Penalty 2436.592348 = -150350.719274
  nChanged 21
		SP:Iteration 19Q (201949.310000 sec): 3 clusters
  Score: Raw -152800.496035 + Penalty 2436.592348 = -150363.903687
  nChanged 23
		SP:Iteration 20F (201949.490000 sec): 3 clusters
  Score: Raw -152814.909728 + Penalty 2436.592348 = -150378.317380
  nChanged 24
		SP:Iteration 21Q (201949.680000 sec): 3 clusters
  Score: Raw -152828.214491 + Penalty 2436.592348 = -150391.622143
  nChanged 27
		SP:Iteration 22Q (201949.820000 sec): 3 clusters
  Score: Raw -152844.067291 + Penalty 2436.592348 = -150407.474943
  nChanged 24
		SP:Iteration 23Q (201950.020000 sec): 3 clusters
  Score: Raw -152857.470282 + Penalty 2436.592348 = -150420.877934
  nChanged 30
		SP:Iteration 24Q (201950.180000 sec): 3 clusters
  Score: Raw -152877.786859 + Penalty 2436.592348 = -150441.194512
  nChanged 26
		SP:Iteration 25Q (201950.380000 sec): 3 clusters
  Score: Raw -152895.665082 + Penalty 2436.592348 = -150459.072735
  nChanged 23
		SP:Iteration 26Q (201950.540000 sec): 3 clusters
  Score: Raw -152913.653597 + Penalty 2436.592348 = -150477.061250
  nChanged 25
		SP:Iteration 27Q (201950.720000 sec): 3 clusters
  Score: Raw -152931.522940 + Penalty 2436.592348 = -150494.930592
  nChanged 17
		SP:Iteration 28Q (201950.920000 sec): 3 clusters
  Score: Raw -152943.915719 + Penalty 2436.592348 = -150507.323371
  nChanged 16
		SP:Iteration 29Q (201951.100000 sec): 3 clusters
  Score: Raw -152955.536051 + Penalty 2436.592348 = -150518.943704
  nChanged 19
		SP:Iteration 30Q (201951.310000 sec): 3 clusters
  Score: Raw -152965.446180 + Penalty 2436.592348 = -150528.853832
  nChanged 15
		SP:Iteration 31Q (201951.500000 sec): 3 clusters
  Score: Raw -152975.182796 + Penalty 2436.592348 = -150538.590449
  nChanged 13
		SP:Iteration 32Q (201951.670000 sec): 3 clusters
  Score: Raw -152984.974035 + Penalty 2436.592348 = -150548.381688
  nChanged 17
		SP:Iteration 33Q (201951.860000 sec): 3 clusters
  Score: Raw -152996.756264 + Penalty 2436.592348 = -150560.163917
  nChanged 13
		SP:Iteration 34Q (201951.990000 sec): 3 clusters
  Score: Raw -153009.217195 + Penalty 2436.592348 = -150572.624848
  nChanged 14
		SP:Iteration 35Q (201952.190000 sec): 3 clusters
  Score: Raw -153020.954058 + Penalty 2436.592348 = -150584.361711
  nChanged 11
		SP:Iteration 36Q (201952.400000 sec): 3 clusters
  Score: Raw -153027.024005 + Penalty 2436.592348 = -150590.431657
  nChanged 6
		SP:Iteration 37Q (201952.580000 sec): 3 clusters
  Score: Raw -153030.649449 + Penalty 2436.592348 = -150594.057102
  nChanged 5
		SP:Iteration 38Q (201952.790000 sec): 3 clusters
  Score: Raw -153033.447637 + Penalty 2436.592348 = -150596.855289
  nChanged 2
		SP:Iteration 39Q (201952.990000 sec): 3 clusters
  Score: Raw -153034.434480 + Penalty 2436.592348 = -150597.842132
  nChanged 1
		SP:Iteration 40F (201953.160000 sec): 3 clusters
  Score: Raw -153034.570357 + Penalty 2436.592348 = -150597.978009
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 38 (44755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201953.400000 sec): 2 clusters
  Score: Raw -4230196.664974 + Penalty 1740.205748 = -4228456.459226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201953.730000 sec): 3 clusters
  Score: Raw -4202107.752246 + Penalty 3480.411496 = -4198627.340750
  nChanged 20830
		SP:Iteration 1F (201954.090000 sec): 3 clusters
  Score: Raw -4213449.075579 + Penalty 3480.411496 = -4209968.664083
  nChanged 1443
		SP:Iteration 2Q (201954.460000 sec): 3 clusters
  Score: Raw -4213769.247993 + Penalty 3480.411496 = -4210288.836497
  nChanged 1385
		SP:Iteration 3Q (201954.820000 sec): 3 clusters
  Score: Raw -4214054.461519 + Penalty 3480.411496 = -4210574.050023
  nChanged 1284
		SP:Iteration 4Q (201955.150000 sec): 3 clusters
  Score: Raw -4214321.929094 + Penalty 3480.411496 = -4210841.517598
  nChanged 1266
		SP:Iteration 5Q (201955.500000 sec): 3 clusters
  Score: Raw -4214610.660712 + Penalty 3480.411496 = -4211130.249216
  nChanged 1224
		SP:Iteration 6Q (201955.870000 sec): 3 clusters
  Score: Raw -4214925.502390 + Penalty 3480.411496 = -4211445.090894
  nChanged 1285
		SP:Iteration 7Q (201956.220000 sec): 3 clusters
  Score: Raw -4215305.841070 + Penalty 3480.411496 = -4211825.429574
  nChanged 1453
		SP:Iteration 8Q (201956.620000 sec): 3 clusters
  Score: Raw -4215836.576800 + Penalty 3480.411496 = -4212356.165304
  nChanged 1635
		SP:Iteration 9Q (201956.950000 sec): 3 clusters
  Score: Raw -4216602.314376 + Penalty 3480.411496 = -4213121.902880
  nChanged 1954
		SP:Iteration 10Q (201957.320000 sec): 3 clusters
  Score: Raw -4217802.252503 + Penalty 3480.411496 = -4214321.841007
  nChanged 2403
		SP:Iteration 11F (201957.700000 sec): 3 clusters
  Score: Raw -4219551.684555 + Penalty 3480.411496 = -4216071.273059
  nChanged 2562
		SP:Iteration 12F (201958.040000 sec): 3 clusters
  Score: Raw -4221433.484796 + Penalty 3480.411496 = -4217953.073300
  nChanged 2370
		SP:Iteration 13F (201958.380000 sec): 3 clusters
  Score: Raw -4222809.780869 + Penalty 3480.411496 = -4219329.369373
  nChanged 1724
		SP:Iteration 14Q (201958.720000 sec): 3 clusters
  Score: Raw -4223488.963555 + Penalty 3480.411496 = -4220008.552059
  nChanged 1093
		SP:Iteration 15Q (201959.090000 sec): 3 clusters
  Score: Raw -4223759.310762 + Penalty 3480.411496 = -4220278.899266
  nChanged 680
		SP:Iteration 16Q (201959.470000 sec): 3 clusters
  Score: Raw -4223910.141964 + Penalty 3480.411496 = -4220429.730468
  nChanged 538
		SP:Iteration 17Q (201959.810000 sec): 3 clusters
  Score: Raw -4224040.142566 + Penalty 3480.411496 = -4220559.731070
  nChanged 530
		SP:Iteration 18Q (201960.200000 sec): 3 clusters
  Score: Raw -4224171.380230 + Penalty 3480.411496 = -4220690.968734
  nChanged 541
		SP:Iteration 19Q (201960.600000 sec): 3 clusters
  Score: Raw -4224308.017238 + Penalty 3480.411496 = -4220827.605742
  nChanged 554
		SP:Iteration 20F (201961.010000 sec): 3 clusters
  Score: Raw -4224449.513995 + Penalty 3480.411496 = -4220969.102499
  nChanged 565
		SP:Iteration 21Q (201961.340000 sec): 3 clusters
  Score: Raw -4224601.326333 + Penalty 3480.411496 = -4221120.914837
  nChanged 600
		SP:Iteration 22Q (201961.720000 sec): 3 clusters
  Score: Raw -4224782.471457 + Penalty 3480.411496 = -4221302.059961
  nChanged 652
		SP:Iteration 23Q (201962.070000 sec): 3 clusters
  Score: Raw -4224984.522563 + Penalty 3480.411496 = -4221504.111067
  nChanged 666
		SP:Iteration 24Q (201962.400000 sec): 3 clusters
  Score: Raw -4225207.055361 + Penalty 3480.411496 = -4221726.643865
  nChanged 706
		SP:Iteration 25Q (201962.700000 sec): 3 clusters
  Score: Raw -4225452.860627 + Penalty 3480.411496 = -4221972.449131
  nChanged 731
		SP:Iteration 26Q (201963.060000 sec): 3 clusters
  Score: Raw -4225727.051642 + Penalty 3480.411496 = -4222246.640146
  nChanged 744
		SP:Iteration 27Q (201963.400000 sec): 3 clusters
  Score: Raw -4226037.279117 + Penalty 3480.411496 = -4222556.867621
  nChanged 818
		SP:Iteration 28Q (201963.690000 sec): 3 clusters
  Score: Raw -4226416.956909 + Penalty 3480.411496 = -4222936.545413
  nChanged 805
		SP:Iteration 29Q (201964.080000 sec): 3 clusters
  Score: Raw -4226799.404692 + Penalty 3480.411496 = -4223318.993196
  nChanged 786
		SP:Iteration 30Q (201964.390000 sec): 3 clusters
  Score: Raw -4227203.104312 + Penalty 3480.411496 = -4223722.692816
  nChanged 762
		SP:Iteration 31Q (201964.720000 sec): 3 clusters
  Score: Raw -4227636.973068 + Penalty 3480.411496 = -4224156.561572
  nChanged 758
		SP:Iteration 32Q (201965.100000 sec): 3 clusters
  Score: Raw -4228099.635149 + Penalty 3480.411496 = -4224619.223653
  nChanged 659
		SP:Iteration 33Q (201965.440000 sec): 3 clusters
  Score: Raw -4228491.334821 + Penalty 3480.411496 = -4225010.923325
  nChanged 611
		SP:Iteration 34Q (201965.840000 sec): 3 clusters
  Score: Raw -4228877.661739 + Penalty 3480.411496 = -4225397.250243
  nChanged 542
		SP:Iteration 35Q (201966.210000 sec): 3 clusters
  Score: Raw -4229225.810559 + Penalty 3480.411496 = -4225745.399063
  nChanged 461
		SP:Iteration 36Q (201966.580000 sec): 3 clusters
  Score: Raw -4229536.545366 + Penalty 3480.411496 = -4226056.133870
  nChanged 365
		SP:Iteration 37Q (201966.950000 sec): 3 clusters
  Score: Raw -4229769.615782 + Penalty 3480.411496 = -4226289.204286
  nChanged 257
		SP:Iteration 38Q (201967.300000 sec): 3 clusters
  Score: Raw -4229935.233015 + Penalty 3480.411496 = -4226454.821519
  nChanged 174
		SP:Iteration 39Q (201967.680000 sec): 3 clusters
  Score: Raw -4230055.406903 + Penalty 3480.411496 = -4226574.995407
  nChanged 119
		SP:Iteration 40F (201968.040000 sec): 3 clusters
  Score: Raw -4230143.630175 + Penalty 3480.411496 = -4226663.218679
  nChanged 91
		SP:Iteration 41Q (201968.360000 sec): 3 clusters
  Score: Raw -4230212.655123 + Penalty 3480.411496 = -4226732.243627
  nChanged 64
		SP:Iteration 42Q (201968.690000 sec): 3 clusters
  Score: Raw -4230266.352468 + Penalty 3480.411496 = -4226785.940972
  nChanged 46
		SP:Iteration 43Q (201969.020000 sec): 3 clusters
  Score: Raw -4230304.257370 + Penalty 3480.411496 = -4226823.845874
  nChanged 37
		SP:Iteration 44Q (201969.350000 sec): 3 clusters
  Score: Raw -4230333.958606 + Penalty 3480.411496 = -4226853.547110
  nChanged 30
		SP:Iteration 45Q (201969.700000 sec): 3 clusters
  Score: Raw -4230360.689206 + Penalty 3480.411496 = -4226880.277710
  nChanged 21
		SP:Iteration 46Q (201970.100000 sec): 3 clusters
  Score: Raw -4230375.357611 + Penalty 3480.411496 = -4226894.946115
  nChanged 21
		SP:Iteration 47Q (201970.500000 sec): 3 clusters
  Score: Raw -4230393.617099 + Penalty 3480.411496 = -4226913.205603
  nChanged 11
		SP:Iteration 48Q (201970.880000 sec): 3 clusters
  Score: Raw -4230404.333215 + Penalty 3480.411496 = -4226923.921719
  nChanged 6
		SP:Iteration 49Q (201971.220000 sec): 3 clusters
  Score: Raw -4230410.030496 + Penalty 3480.411496 = -4226929.619000
  nChanged 9
		SP:Iteration 50Q (201971.600000 sec): 3 clusters
  Score: Raw -4230418.307727 + Penalty 3480.411496 = -4226937.896231
  nChanged 8
		SP:Iteration 51Q (201971.870000 sec): 3 clusters
  Score: Raw -4230425.395175 + Penalty 3480.411496 = -4226944.983679
  nChanged 6
		SP:Iteration 52Q (201972.230000 sec): 3 clusters
  Score: Raw -4230432.244364 + Penalty 3480.411496 = -4226951.832868
  nChanged 6
		SP:Iteration 53Q (201972.540000 sec): 3 clusters
  Score: Raw -4230438.208794 + Penalty 3480.411496 = -4226957.797298
  nChanged 4
		SP:Iteration 54Q (201972.850000 sec): 3 clusters
  Score: Raw -4230441.106132 + Penalty 3480.411496 = -4226960.694636
  nChanged 2
		SP:Iteration 55Q (201973.200000 sec): 3 clusters
  Score: Raw -4230442.895693 + Penalty 3480.411496 = -4226962.484197
  nChanged 1
		SP:Iteration 56Q (201973.460000 sec): 3 clusters
  Score: Raw -4230443.632364 + Penalty 3480.411496 = -4226963.220868
  nChanged 1
		SP:Iteration 57Q (201973.790000 sec): 3 clusters
  Score: Raw -4230444.017423 + Penalty 3480.411496 = -4226963.605927
  nChanged 1
		SP:Iteration 58Q (201974.120000 sec): 3 clusters
  Score: Raw -4230444.706890 + Penalty 3480.411496 = -4226964.295394
  nChanged 0
		SP:Iteration 59F (201974.510000 sec): 3 clusters
  Score: Raw -4230444.706890 + Penalty 3480.411496 = -4226964.295394
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 39 (9224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201974.630000 sec): 2 clusters
  Score: Raw -755616.832277 + Penalty 1483.554160 = -754133.278117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201974.870000 sec): 3 clusters
  Score: Raw -750424.476135 + Penalty 2967.108320 = -747457.367815
  nChanged 4002
		SP:Iteration 1F (201975.080000 sec): 3 clusters
  Score: Raw -752481.148311 + Penalty 2967.108320 = -749514.039991
  nChanged 538
		SP:Iteration 2F (201975.310000 sec): 3 clusters
  Score: Raw -752697.147767 + Penalty 2967.108320 = -749730.039447
  nChanged 442
		SP:Iteration 3Q (201975.510000 sec): 3 clusters
  Score: Raw -752863.243386 + Penalty 2967.108320 = -749896.135066
  nChanged 372
		SP:Iteration 4Q (201975.720000 sec): 3 clusters
  Score: Raw -752989.297146 + Penalty 2967.108320 = -750022.188826
  nChanged 323
		SP:Iteration 5Q (201975.950000 sec): 3 clusters
  Score: Raw -753098.341598 + Penalty 2967.108320 = -750131.233278
  nChanged 272
		SP:Iteration 6Q (201976.160000 sec): 3 clusters
  Score: Raw -753184.693387 + Penalty 2967.108320 = -750217.585067
  nChanged 250
		SP:Iteration 7Q (201976.390000 sec): 3 clusters
  Score: Raw -753269.051608 + Penalty 2967.108320 = -750301.943288
  nChanged 252
		SP:Iteration 8Q (201976.620000 sec): 3 clusters
  Score: Raw -753367.254956 + Penalty 2967.108320 = -750400.146636
  nChanged 282
		SP:Iteration 9Q (201976.860000 sec): 3 clusters
  Score: Raw -753480.304122 + Penalty 2967.108320 = -750513.195802
  nChanged 321
		SP:Iteration 10Q (201977.060000 sec): 3 clusters
  Score: Raw -753628.985740 + Penalty 2967.108320 = -750661.877420
  nChanged 368
		SP:Iteration 11Q (201977.280000 sec): 3 clusters
  Score: Raw -753819.261169 + Penalty 2967.108320 = -750852.152849
  nChanged 397
		SP:Iteration 12Q (201977.510000 sec): 3 clusters
  Score: Raw -754064.373505 + Penalty 2967.108320 = -751097.265185
  nChanged 468
		SP:Iteration 13F (201977.740000 sec): 3 clusters
  Score: Raw -754398.539644 + Penalty 2967.108320 = -751431.431324
  nChanged 488
		SP:Iteration 14F (201977.980000 sec): 3 clusters
  Score: Raw -754809.293210 + Penalty 2967.108320 = -751842.184890
  nChanged 423
		SP:Iteration 15Q (201978.200000 sec): 3 clusters
  Score: Raw -755178.534437 + Penalty 2967.108320 = -752211.426117
  nChanged 311
		SP:Iteration 16Q (201978.460000 sec): 3 clusters
  Score: Raw -755461.323825 + Penalty 2967.108320 = -752494.215505
  nChanged 200
		SP:Iteration 17Q (201978.690000 sec): 3 clusters
  Score: Raw -755637.889855 + Penalty 2967.108320 = -752670.781535
  nChanged 114
		SP:Iteration 18Q (201978.820000 sec): 3 clusters
  Score: Raw -755741.483760 + Penalty 2967.108320 = -752774.375440
  nChanged 79
		SP:Iteration 19Q (201979.040000 sec): 3 clusters
  Score: Raw -755821.004716 + Penalty 2967.108320 = -752853.896396
  nChanged 40
		SP:Iteration 20F (201979.270000 sec): 3 clusters
  Score: Raw -755873.091001 + Penalty 2967.108320 = -752905.982681
  nChanged 27
		SP:Iteration 21Q (201979.470000 sec): 3 clusters
  Score: Raw -755906.125635 + Penalty 2967.108320 = -752939.017315
  nChanged 13
		SP:Iteration 22Q (201979.670000 sec): 3 clusters
  Score: Raw -755918.758245 + Penalty 2967.108320 = -752951.649925
  nChanged 4
		SP:Iteration 23Q (201979.920000 sec): 3 clusters
  Score: Raw -755921.855555 + Penalty 2967.108320 = -752954.747235
  nChanged 3
		SP:Iteration 24Q (201980.120000 sec): 3 clusters
  Score: Raw -755924.196784 + Penalty 2967.108320 = -752957.088464
  nChanged 2
		SP:Iteration 25Q (201980.380000 sec): 3 clusters
  Score: Raw -755926.234440 + Penalty 2967.108320 = -752959.126119
  nChanged 2
		SP:Iteration 26Q (201980.540000 sec): 3 clusters
  Score: Raw -755930.404984 + Penalty 2967.108320 = -752963.296664
  nChanged 4
		SP:Iteration 27Q (201980.770000 sec): 3 clusters
  Score: Raw -755933.391772 + Penalty 2967.108320 = -752966.283452
  nChanged 2
		SP:Iteration 28Q (201981.030000 sec): 3 clusters
  Score: Raw -755935.811980 + Penalty 2967.108320 = -752968.703660
  nChanged 0
		SP:Iteration 29F (201981.240000 sec): 3 clusters
  Score: Raw -755935.811980 + Penalty 2967.108320 = -752968.703660
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 40 (3281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201981.360000 sec): 2 clusters
  Score: Raw -276259.475191 + Penalty 1315.584324 = -274943.890867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201981.560000 sec): 3 clusters
  Score: Raw -274665.821073 + Penalty 2631.168648 = -272034.652425
  nChanged 1283
		SP:Iteration 1F (201981.770000 sec): 3 clusters
  Score: Raw -275409.443046 + Penalty 2631.168648 = -272778.274398
  nChanged 250
		SP:Iteration 2F (201981.960000 sec): 3 clusters
  Score: Raw -275550.758655 + Penalty 2631.168648 = -272919.590007
  nChanged 168
		SP:Iteration 3F (201982.160000 sec): 3 clusters
  Score: Raw -275643.894661 + Penalty 2631.168648 = -273012.726013
  nChanged 123
		SP:Iteration 4Q (201982.360000 sec): 3 clusters
  Score: Raw -275711.019726 + Penalty 2631.168648 = -273079.851078
  nChanged 104
		SP:Iteration 5Q (201982.530000 sec): 3 clusters
  Score: Raw -275765.613479 + Penalty 2631.168648 = -273134.444831
  nChanged 87
		SP:Iteration 6Q (201982.700000 sec): 3 clusters
  Score: Raw -275813.748410 + Penalty 2631.168648 = -273182.579762
  nChanged 91
		SP:Iteration 7Q (201982.910000 sec): 3 clusters
  Score: Raw -275861.219520 + Penalty 2631.168648 = -273230.050872
  nChanged 77
		SP:Iteration 8Q (201983.130000 sec): 3 clusters
  Score: Raw -275909.031933 + Penalty 2631.168648 = -273277.863285
  nChanged 76
		SP:Iteration 9Q (201983.280000 sec): 3 clusters
  Score: Raw -275952.414172 + Penalty 2631.168648 = -273321.245523
  nChanged 71
		SP:Iteration 10Q (201983.480000 sec): 3 clusters
  Score: Raw -275984.338511 + Penalty 2631.168648 = -273353.169863
  nChanged 59
		SP:Iteration 11Q (201983.690000 sec): 3 clusters
  Score: Raw -276014.322526 + Penalty 2631.168648 = -273383.153878
  nChanged 60
		SP:Iteration 12Q (201983.910000 sec): 3 clusters
  Score: Raw -276046.639846 + Penalty 2631.168648 = -273415.471198
  nChanged 53
		SP:Iteration 13Q (201984.060000 sec): 3 clusters
  Score: Raw -276071.695363 + Penalty 2631.168648 = -273440.526715
  nChanged 53
		SP:Iteration 14Q (201984.280000 sec): 3 clusters
  Score: Raw -276096.212816 + Penalty 2631.168648 = -273465.044168
  nChanged 50
		SP:Iteration 15Q (201984.490000 sec): 3 clusters
  Score: Raw -276124.628891 + Penalty 2631.168648 = -273493.460242
  nChanged 59
		SP:Iteration 16Q (201984.720000 sec): 3 clusters
  Score: Raw -276161.105216 + Penalty 2631.168648 = -273529.936568
  nChanged 61
		SP:Iteration 17Q (201984.910000 sec): 3 clusters
  Score: Raw -276201.888409 + Penalty 2631.168648 = -273570.719761
  nChanged 62
		SP:Iteration 18Q (201985.130000 sec): 3 clusters
  Score: Raw -276242.678627 + Penalty 2631.168648 = -273611.509979
  nChanged 68
		SP:Iteration 19Q (201985.300000 sec): 3 clusters
  Score: Raw -276286.828600 + Penalty 2631.168648 = -273655.659952
  nChanged 65
		SP:Iteration 20F (201985.520000 sec): 3 clusters
  Score: Raw -276327.856653 + Penalty 2631.168648 = -273696.688004
  nChanged 49
		SP:Iteration 21Q (201985.670000 sec): 3 clusters
  Score: Raw -276353.742462 + Penalty 2631.168648 = -273722.573814
  nChanged 42
		SP:Iteration 22Q (201985.880000 sec): 3 clusters
  Score: Raw -276376.903392 + Penalty 2631.168648 = -273745.734743
  nChanged 45
		SP:Iteration 23Q (201986.090000 sec): 3 clusters
  Score: Raw -276406.858174 + Penalty 2631.168648 = -273775.689526
  nChanged 41
		SP:Iteration 24Q (201986.300000 sec): 3 clusters
  Score: Raw -276429.816482 + Penalty 2631.168648 = -273798.647834
  nChanged 29
		SP:Iteration 25Q (201986.450000 sec): 3 clusters
  Score: Raw -276444.007351 + Penalty 2631.168648 = -273812.838703
  nChanged 25
		SP:Iteration 26Q (201986.660000 sec): 3 clusters
  Score: Raw -276459.315468 + Penalty 2631.168648 = -273828.146820
  nChanged 17
		SP:Iteration 27Q (201986.870000 sec): 3 clusters
  Score: Raw -276468.159927 + Penalty 2631.168648 = -273836.991278
  nChanged 13
		SP:Iteration 28Q (201987.060000 sec): 3 clusters
  Score: Raw -276474.349320 + Penalty 2631.168648 = -273843.180672
  nChanged 11
		SP:Iteration 29Q (201987.270000 sec): 3 clusters
  Score: Raw -276479.311277 + Penalty 2631.168648 = -273848.142628
  nChanged 6
		SP:Iteration 30Q (201987.450000 sec): 3 clusters
  Score: Raw -276481.184145 + Penalty 2631.168648 = -273850.015497
  nChanged 8
		SP:Iteration 31Q (201987.640000 sec): 3 clusters
  Score: Raw -276483.915895 + Penalty 2631.168648 = -273852.747247
  nChanged 6
		SP:Iteration 32Q (201987.790000 sec): 3 clusters
  Score: Raw -276486.411346 + Penalty 2631.168648 = -273855.242697
  nChanged 6
		SP:Iteration 33Q (201987.940000 sec): 3 clusters
  Score: Raw -276488.688807 + Penalty 2631.168648 = -273857.520158
  nChanged 4
		SP:Iteration 34Q (201988.100000 sec): 3 clusters
  Score: Raw -276489.786143 + Penalty 2631.168648 = -273858.617494
  nChanged 1
		SP:Iteration 35Q (201988.310000 sec): 3 clusters
  Score: Raw -276490.104511 + Penalty 2631.168648 = -273858.935863
  nChanged 0
		SP:Iteration 36F (201988.530000 sec): 3 clusters
  Score: Raw -276490.104511 + Penalty 2631.168648 = -273858.935863
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 41 (250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201988.600000 sec): 2 clusters
  Score: Raw -16958.211097 + Penalty 897.237399 = -16060.973698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201988.820000 sec): 3 clusters
  Score: Raw -17064.241617 + Penalty 1794.474798 = -15269.766818
  nChanged 27
		SP:Iteration 1F (201988.980000 sec): 3 clusters
  Score: Raw -17128.593950 + Penalty 1794.474798 = -15334.119152
  nChanged 9
		SP:Iteration 2Q (201989.120000 sec): 3 clusters
  Score: Raw -17155.924489 + Penalty 1794.474798 = -15361.449690
  nChanged 4
		SP:Iteration 3Q (201989.320000 sec): 3 clusters
  Score: Raw -17165.680651 + Penalty 1794.474798 = -15371.205853
  nChanged 4
		SP:Iteration 4Q (201989.510000 sec): 3 clusters
  Score: Raw -17176.416521 + Penalty 1794.474798 = -15381.941722
  nChanged 2
		SP:Iteration 5Q (201989.670000 sec): 3 clusters
  Score: Raw -17181.670345 + Penalty 1794.474798 = -15387.195547
  nChanged 3
		SP:Iteration 6Q (201989.870000 sec): 3 clusters
  Score: Raw -17192.957855 + Penalty 1794.474798 = -15398.483057
  nChanged 2
		SP:Iteration 7Q (201990.040000 sec): 3 clusters
  Score: Raw -17204.101895 + Penalty 1794.474798 = -15409.627097
  nChanged 3
		SP:Iteration 8Q (201990.230000 sec): 3 clusters
  Score: Raw -17220.561137 + Penalty 1794.474798 = -15426.086339
  nChanged 2
		SP:Iteration 9Q (201990.430000 sec): 3 clusters
  Score: Raw -17226.559063 + Penalty 1794.474798 = -15432.084265
  nChanged 0
		SP:Iteration 10F (201990.570000 sec): 3 clusters
  Score: Raw -17226.559063 + Penalty 1794.474798 = -15432.084265
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 42 (3146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201990.720000 sec): 2 clusters
  Score: Raw -225213.123622 + Penalty 1308.756651 = -223904.366971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201990.930000 sec): 3 clusters
  Score: Raw -223787.087776 + Penalty 2617.513302 = -221169.574474
  nChanged 1219
		SP:Iteration 1F (201991.100000 sec): 3 clusters
  Score: Raw -224776.580865 + Penalty 2617.513302 = -222159.067563
  nChanged 339
		SP:Iteration 2F (201991.310000 sec): 3 clusters
  Score: Raw -225123.124659 + Penalty 2617.513302 = -222505.611357
  nChanged 244
		SP:Iteration 3F (201991.490000 sec): 3 clusters
  Score: Raw -225372.601401 + Penalty 2617.513302 = -222755.088099
  nChanged 188
		SP:Iteration 4F (201991.640000 sec): 3 clusters
  Score: Raw -225583.180942 + Penalty 2617.513302 = -222965.667639
  nChanged 168
		SP:Iteration 5F (201991.820000 sec): 3 clusters
  Score: Raw -225783.490696 + Penalty 2617.513302 = -223165.977394
  nChanged 135
		SP:Iteration 6Q (201992.020000 sec): 3 clusters
  Score: Raw -225893.627850 + Penalty 2617.513302 = -223276.114548
  nChanged 96
		SP:Iteration 7Q (201992.190000 sec): 3 clusters
  Score: Raw -225945.012533 + Penalty 2617.513302 = -223327.499230
  nChanged 61
		SP:Iteration 8Q (201992.360000 sec): 3 clusters
  Score: Raw -225971.729252 + Penalty 2617.513302 = -223354.215950
  nChanged 34
		SP:Iteration 9Q (201992.600000 sec): 3 clusters
  Score: Raw -225986.548372 + Penalty 2617.513302 = -223369.035070
  nChanged 29
		SP:Iteration 10Q (201992.720000 sec): 3 clusters
  Score: Raw -226002.765074 + Penalty 2617.513302 = -223385.251771
  nChanged 24
		SP:Iteration 11Q (201992.910000 sec): 3 clusters
  Score: Raw -226013.112908 + Penalty 2617.513302 = -223395.599606
  nChanged 18
		SP:Iteration 12Q (201993.110000 sec): 3 clusters
  Score: Raw -226019.932544 + Penalty 2617.513302 = -223402.419242
  nChanged 17
		SP:Iteration 13Q (201993.270000 sec): 3 clusters
  Score: Raw -226025.954863 + Penalty 2617.513302 = -223408.441560
  nChanged 14
		SP:Iteration 14Q (201993.490000 sec): 3 clusters
  Score: Raw -226031.641033 + Penalty 2617.513302 = -223414.127730
  nChanged 15
		SP:Iteration 15Q (201993.660000 sec): 3 clusters
  Score: Raw -226038.130831 + Penalty 2617.513302 = -223420.617529
  nChanged 16
		SP:Iteration 16Q (201993.860000 sec): 3 clusters
  Score: Raw -226045.862009 + Penalty 2617.513302 = -223428.348707
  nChanged 20
		SP:Iteration 17Q (201994.070000 sec): 3 clusters
  Score: Raw -226056.957283 + Penalty 2617.513302 = -223439.443981
  nChanged 22
		SP:Iteration 18Q (201994.260000 sec): 3 clusters
  Score: Raw -226064.974244 + Penalty 2617.513302 = -223447.460942
  nChanged 14
		SP:Iteration 19Q (201994.470000 sec): 3 clusters
  Score: Raw -226068.881382 + Penalty 2617.513302 = -223451.368080
  nChanged 6
		SP:Iteration 20F (201994.670000 sec): 3 clusters
  Score: Raw -226070.774538 + Penalty 2617.513302 = -223453.261236
  nChanged 8
		SP:Iteration 21Q (201994.860000 sec): 3 clusters
  Score: Raw -226073.796403 + Penalty 2617.513302 = -223456.283100
  nChanged 9
		SP:Iteration 22Q (201995.060000 sec): 3 clusters
  Score: Raw -226078.508503 + Penalty 2617.513302 = -223460.995200
  nChanged 11
		SP:Iteration 23Q (201995.270000 sec): 3 clusters
  Score: Raw -226081.562575 + Penalty 2617.513302 = -223464.049273
  nChanged 9
		SP:Iteration 24Q (201995.450000 sec): 3 clusters
  Score: Raw -226085.240737 + Penalty 2617.513302 = -223467.727435
  nChanged 5
		SP:Iteration 25Q (201995.650000 sec): 3 clusters
  Score: Raw -226088.412323 + Penalty 2617.513302 = -223470.899021
  nChanged 6
		SP:Iteration 26Q (201995.840000 sec): 3 clusters
  Score: Raw -226089.671537 + Penalty 2617.513302 = -223472.158235
  nChanged 2
		SP:Iteration 27Q (201996.030000 sec): 3 clusters
  Score: Raw -226090.084447 + Penalty 2617.513302 = -223472.571144
  nChanged 2
		SP:Iteration 28Q (201996.260000 sec): 3 clusters
  Score: Raw -226090.529149 + Penalty 2617.513302 = -223473.015847
  nChanged 1
		SP:Iteration 29Q (201996.450000 sec): 3 clusters
  Score: Raw -226090.820850 + Penalty 2617.513302 = -223473.307548
  nChanged 2
		SP:Iteration 30Q (201996.610000 sec): 3 clusters
  Score: Raw -226091.645287 + Penalty 2617.513302 = -223474.131985
  nChanged 3
		SP:Iteration 31Q (201996.770000 sec): 3 clusters
  Score: Raw -226092.340814 + Penalty 2617.513302 = -223474.827511
  nChanged 3
		SP:Iteration 32Q (201996.980000 sec): 3 clusters
  Score: Raw -226093.763817 + Penalty 2617.513302 = -223476.250515
  nChanged 3
		SP:Iteration 33Q (201997.170000 sec): 3 clusters
  Score: Raw -226095.065218 + Penalty 2617.513302 = -223477.551915
  nChanged 3
		SP:Iteration 34Q (201997.400000 sec): 3 clusters
  Score: Raw -226096.085980 + Penalty 2617.513302 = -223478.572678
  nChanged 5
		SP:Iteration 35Q (201997.590000 sec): 3 clusters
  Score: Raw -226098.388671 + Penalty 2617.513302 = -223480.875369
  nChanged 8
		SP:Iteration 36Q (201997.790000 sec): 3 clusters
  Score: Raw -226100.376207 + Penalty 2617.513302 = -223482.862905
  nChanged 6
		SP:Iteration 37Q (201997.960000 sec): 3 clusters
  Score: Raw -226106.791930 + Penalty 2617.513302 = -223489.278628
  nChanged 10
		SP:Iteration 38Q (201998.180000 sec): 3 clusters
  Score: Raw -226116.203488 + Penalty 2617.513302 = -223498.690186
  nChanged 13
		SP:Iteration 39Q (201998.340000 sec): 3 clusters
  Score: Raw -226120.588606 + Penalty 2617.513302 = -223503.075304
  nChanged 8
		SP:Iteration 40F (201998.520000 sec): 3 clusters
  Score: Raw -226122.680456 + Penalty 2617.513302 = -223505.167154
  nChanged 4
		SP:Iteration 41Q (201998.770000 sec): 3 clusters
  Score: Raw -226123.554079 + Penalty 2617.513302 = -223506.040777
  nChanged 3
		SP:Iteration 42Q (201998.940000 sec): 3 clusters
  Score: Raw -226124.220114 + Penalty 2617.513302 = -223506.706811
  nChanged 2
		SP:Iteration 43Q (201999.150000 sec): 3 clusters
  Score: Raw -226124.492765 + Penalty 2617.513302 = -223506.979463
  nChanged 0
		SP:Iteration 44F (201999.340000 sec): 3 clusters
  Score: Raw -226124.492765 + Penalty 2617.513302 = -223506.979463
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 43 (10955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (201999.430000 sec): 2 clusters
  Score: Raw -942441.729707 + Penalty 1511.502078 = -940930.227629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (201999.670000 sec): 3 clusters
  Score: Raw -936196.435663 + Penalty 3023.004157 = -933173.431506
  nChanged 4736
		SP:Iteration 1F (201999.840000 sec): 3 clusters
  Score: Raw -938722.704140 + Penalty 3023.004157 = -935699.699983
  nChanged 658
		SP:Iteration 2F (202000.120000 sec): 3 clusters
  Score: Raw -939007.324112 + Penalty 3023.004157 = -935984.319955
  nChanged 585
		SP:Iteration 3F (202000.330000 sec): 3 clusters
  Score: Raw -939277.010277 + Penalty 3023.004157 = -936254.006121
  nChanged 582
		SP:Iteration 4F (202000.580000 sec): 3 clusters
  Score: Raw -939559.841829 + Penalty 3023.004157 = -936536.837672
  nChanged 582
		SP:Iteration 5F (202000.790000 sec): 3 clusters
  Score: Raw -939889.126733 + Penalty 3023.004157 = -936866.122576
  nChanged 582
		SP:Iteration 6F (202001.030000 sec): 3 clusters
  Score: Raw -940235.597070 + Penalty 3023.004157 = -937212.592913
  nChanged 556
		SP:Iteration 7F (202001.310000 sec): 3 clusters
  Score: Raw -940582.708018 + Penalty 3023.004157 = -937559.703861
  nChanged 542
		SP:Iteration 8Q (202001.540000 sec): 3 clusters
  Score: Raw -940956.187255 + Penalty 3023.004157 = -937933.183098
  nChanged 507
		SP:Iteration 9Q (202001.750000 sec): 3 clusters
  Score: Raw -941344.268065 + Penalty 3023.004157 = -938321.263908
  nChanged 436
		SP:Iteration 10Q (202002.030000 sec): 3 clusters
  Score: Raw -941669.947045 + Penalty 3023.004157 = -938646.942888
  nChanged 350
		SP:Iteration 11Q (202002.210000 sec): 3 clusters
  Score: Raw -941940.859678 + Penalty 3023.004157 = -938917.855521
  nChanged 270
		SP:Iteration 12Q (202002.470000 sec): 3 clusters
  Score: Raw -942155.078482 + Penalty 3023.004157 = -939132.074326
  nChanged 189
		SP:Iteration 13Q (202002.710000 sec): 3 clusters
  Score: Raw -942314.752592 + Penalty 3023.004157 = -939291.748435
  nChanged 106
		SP:Iteration 14Q (202002.970000 sec): 3 clusters
  Score: Raw -942402.244770 + Penalty 3023.004157 = -939379.240613
  nChanged 77
		SP:Iteration 15Q (202003.170000 sec): 3 clusters
  Score: Raw -942474.906653 + Penalty 3023.004157 = -939451.902496
  nChanged 50
		SP:Iteration 16Q (202003.390000 sec): 3 clusters
  Score: Raw -942516.170344 + Penalty 3023.004157 = -939493.166188
  nChanged 31
		SP:Iteration 17Q (202003.630000 sec): 3 clusters
  Score: Raw -942545.345064 + Penalty 3023.004157 = -939522.340907
  nChanged 19
		SP:Iteration 18Q (202003.890000 sec): 3 clusters
  Score: Raw -942567.959926 + Penalty 3023.004157 = -939544.955769
  nChanged 18
		SP:Iteration 19Q (202004.150000 sec): 3 clusters
  Score: Raw -942587.403974 + Penalty 3023.004157 = -939564.399817
  nChanged 12
		SP:Iteration 20F (202004.330000 sec): 3 clusters
  Score: Raw -942602.525822 + Penalty 3023.004157 = -939579.521665
  nChanged 6
		SP:Iteration 21Q (202004.580000 sec): 3 clusters
  Score: Raw -942608.219283 + Penalty 3023.004157 = -939585.215126
  nChanged 5
		SP:Iteration 22Q (202004.770000 sec): 3 clusters
  Score: Raw -942612.368043 + Penalty 3023.004157 = -939589.363886
  nChanged 4
		SP:Iteration 23Q (202004.970000 sec): 3 clusters
  Score: Raw -942615.885367 + Penalty 3023.004157 = -939592.881210
  nChanged 2
		SP:Iteration 24Q (202005.190000 sec): 3 clusters
  Score: Raw -942616.719859 + Penalty 3023.004157 = -939593.715702
  nChanged 1
		SP:Iteration 25Q (202005.430000 sec): 3 clusters
  Score: Raw -942618.243526 + Penalty 3023.004157 = -939595.239370
  nChanged 2
		SP:Iteration 26Q (202005.610000 sec): 3 clusters
  Score: Raw -942619.967848 + Penalty 3023.004157 = -939596.963691
  nChanged 2
		SP:Iteration 27Q (202005.850000 sec): 3 clusters
  Score: Raw -942621.951955 + Penalty 3023.004157 = -939598.947798
  nChanged 2
		SP:Iteration 28Q (202006.030000 sec): 3 clusters
  Score: Raw -942623.351506 + Penalty 3023.004157 = -939600.347349
  nChanged 1
		SP:Iteration 29Q (202006.290000 sec): 3 clusters
  Score: Raw -942624.566509 + Penalty 3023.004157 = -939601.562352
  nChanged 1
		SP:Iteration 30Q (202006.490000 sec): 3 clusters
  Score: Raw -942625.654641 + Penalty 3023.004157 = -939602.650484
  nChanged 1
		SP:Iteration 31Q (202006.710000 sec): 3 clusters
  Score: Raw -942626.426597 + Penalty 3023.004157 = -939603.422440
  nChanged 0
		SP:Iteration 32F (202006.940000 sec): 3 clusters
  Score: Raw -942626.426597 + Penalty 3023.004157 = -939603.422440
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 44 (6221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202007.070000 sec): 2 clusters
  Score: Raw -528369.875416 + Penalty 1419.548966 = -526950.326450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202007.250000 sec): 3 clusters
  Score: Raw -525039.962844 + Penalty 2839.097932 = -522200.864912
  nChanged 2503
		SP:Iteration 1F (202007.480000 sec): 3 clusters
  Score: Raw -526320.090659 + Penalty 2839.097932 = -523480.992727
  nChanged 441
		SP:Iteration 2F (202007.670000 sec): 3 clusters
  Score: Raw -526544.550345 + Penalty 2839.097932 = -523705.452414
  nChanged 350
		SP:Iteration 3F (202007.890000 sec): 3 clusters
  Score: Raw -526747.548649 + Penalty 2839.097932 = -523908.450717
  nChanged 326
		SP:Iteration 4F (202008.050000 sec): 3 clusters
  Score: Raw -526961.146460 + Penalty 2839.097932 = -524122.048528
  nChanged 303
		SP:Iteration 5Q (202008.240000 sec): 3 clusters
  Score: Raw -527216.297323 + Penalty 2839.097932 = -524377.199391
  nChanged 324
		SP:Iteration 6F (202008.430000 sec): 3 clusters
  Score: Raw -527507.947059 + Penalty 2839.097932 = -524668.849127
  nChanged 356
		SP:Iteration 7F (202008.610000 sec): 3 clusters
  Score: Raw -527830.674453 + Penalty 2839.097932 = -524991.576521
  nChanged 318
		SP:Iteration 8F (202008.760000 sec): 3 clusters
  Score: Raw -528071.744049 + Penalty 2839.097932 = -525232.646117
  nChanged 298
		SP:Iteration 9Q (202008.980000 sec): 3 clusters
  Score: Raw -528246.069130 + Penalty 2839.097932 = -525406.971198
  nChanged 227
		SP:Iteration 10Q (202009.180000 sec): 3 clusters
  Score: Raw -528369.749228 + Penalty 2839.097932 = -525530.651296
  nChanged 181
		SP:Iteration 11Q (202009.340000 sec): 3 clusters
  Score: Raw -528453.425633 + Penalty 2839.097932 = -525614.327701
  nChanged 139
		SP:Iteration 12Q (202009.520000 sec): 3 clusters
  Score: Raw -528513.117586 + Penalty 2839.097932 = -525674.019654
  nChanged 123
		SP:Iteration 13Q (202009.760000 sec): 3 clusters
  Score: Raw -528573.727251 + Penalty 2839.097932 = -525734.629319
  nChanged 113
		SP:Iteration 14Q (202009.940000 sec): 3 clusters
  Score: Raw -528631.927636 + Penalty 2839.097932 = -525792.829704
  nChanged 106
		SP:Iteration 15Q (202010.120000 sec): 3 clusters
  Score: Raw -528684.156099 + Penalty 2839.097932 = -525845.058167
  nChanged 90
		SP:Iteration 16Q (202010.280000 sec): 3 clusters
  Score: Raw -528737.168172 + Penalty 2839.097932 = -525898.070240
  nChanged 103
		SP:Iteration 17Q (202010.430000 sec): 3 clusters
  Score: Raw -528794.967966 + Penalty 2839.097932 = -525955.870034
  nChanged 102
		SP:Iteration 18Q (202010.640000 sec): 3 clusters
  Score: Raw -528852.172939 + Penalty 2839.097932 = -526013.075007
  nChanged 100
		SP:Iteration 19Q (202010.780000 sec): 3 clusters
  Score: Raw -528915.545653 + Penalty 2839.097932 = -526076.447721
  nChanged 110
		SP:Iteration 20F (202011.010000 sec): 3 clusters
  Score: Raw -528999.476316 + Penalty 2839.097932 = -526160.378384
  nChanged 123
		SP:Iteration 21Q (202011.190000 sec): 3 clusters
  Score: Raw -529105.392363 + Penalty 2839.097932 = -526266.294431
  nChanged 90
		SP:Iteration 22Q (202011.420000 sec): 3 clusters
  Score: Raw -529162.152933 + Penalty 2839.097932 = -526323.055002
  nChanged 64
		SP:Iteration 23Q (202011.560000 sec): 3 clusters
  Score: Raw -529207.840255 + Penalty 2839.097932 = -526368.742323
  nChanged 73
		SP:Iteration 24Q (202011.780000 sec): 3 clusters
  Score: Raw -529253.266924 + Penalty 2839.097932 = -526414.168992
  nChanged 61
		SP:Iteration 25Q (202011.970000 sec): 3 clusters
  Score: Raw -529283.570271 + Penalty 2839.097932 = -526444.472339
  nChanged 52
		SP:Iteration 26Q (202012.180000 sec): 3 clusters
  Score: Raw -529305.745904 + Penalty 2839.097932 = -526466.647972
  nChanged 40
		SP:Iteration 27Q (202012.340000 sec): 3 clusters
  Score: Raw -529327.452284 + Penalty 2839.097932 = -526488.354352
  nChanged 41
		SP:Iteration 28Q (202012.580000 sec): 3 clusters
  Score: Raw -529353.888976 + Penalty 2839.097932 = -526514.791044
  nChanged 41
		SP:Iteration 29Q (202012.770000 sec): 3 clusters
  Score: Raw -529382.245383 + Penalty 2839.097932 = -526543.147451
  nChanged 48
		SP:Iteration 30Q (202012.940000 sec): 3 clusters
  Score: Raw -529415.771492 + Penalty 2839.097932 = -526576.673560
  nChanged 44
		SP:Iteration 31Q (202013.100000 sec): 3 clusters
  Score: Raw -529453.287109 + Penalty 2839.097932 = -526614.189177
  nChanged 50
		SP:Iteration 32Q (202013.220000 sec): 3 clusters
  Score: Raw -529496.035645 + Penalty 2839.097932 = -526656.937713
  nChanged 50
		SP:Iteration 33Q (202013.430000 sec): 3 clusters
  Score: Raw -529527.461697 + Penalty 2839.097932 = -526688.363765
  nChanged 40
		SP:Iteration 34Q (202013.620000 sec): 3 clusters
  Score: Raw -529547.396002 + Penalty 2839.097932 = -526708.298070
  nChanged 32
		SP:Iteration 35Q (202013.790000 sec): 3 clusters
  Score: Raw -529563.658480 + Penalty 2839.097932 = -526724.560548
  nChanged 26
		SP:Iteration 36Q (202013.970000 sec): 3 clusters
  Score: Raw -529578.510130 + Penalty 2839.097932 = -526739.412198
  nChanged 25
		SP:Iteration 37Q (202014.160000 sec): 3 clusters
  Score: Raw -529593.238665 + Penalty 2839.097932 = -526754.140733
  nChanged 23
		SP:Iteration 38Q (202014.360000 sec): 3 clusters
  Score: Raw -529607.130145 + Penalty 2839.097932 = -526768.032213
  nChanged 22
		SP:Iteration 39Q (202014.550000 sec): 3 clusters
  Score: Raw -529618.222342 + Penalty 2839.097932 = -526779.124410
  nChanged 22
		SP:Iteration 40F (202014.740000 sec): 3 clusters
  Score: Raw -529627.245330 + Penalty 2839.097932 = -526788.147398
  nChanged 9
		SP:Iteration 41Q (202015.020000 sec): 3 clusters
  Score: Raw -529630.252246 + Penalty 2839.097932 = -526791.154314
  nChanged 4
		SP:Iteration 42Q (202015.220000 sec): 3 clusters
  Score: Raw -529631.294816 + Penalty 2839.097932 = -526792.196884
  nChanged 3
		SP:Iteration 43Q (202015.440000 sec): 3 clusters
  Score: Raw -529632.280705 + Penalty 2839.097932 = -526793.182773
  nChanged 3
		SP:Iteration 44Q (202015.630000 sec): 3 clusters
  Score: Raw -529632.766753 + Penalty 2839.097932 = -526793.668821
  nChanged 1
		SP:Iteration 45Q (202015.790000 sec): 3 clusters
  Score: Raw -529633.190717 + Penalty 2839.097932 = -526794.092785
  nChanged 1
		SP:Iteration 46Q (202016.040000 sec): 3 clusters
  Score: Raw -529633.331700 + Penalty 2839.097932 = -526794.233768
  nChanged 1
		SP:Iteration 47Q (202016.230000 sec): 3 clusters
  Score: Raw -529633.545708 + Penalty 2839.097932 = -526794.447776
  nChanged 1
		SP:Iteration 48Q (202016.420000 sec): 3 clusters
  Score: Raw -529633.856639 + Penalty 2839.097932 = -526794.758707
  nChanged 0
		SP:Iteration 49F (202016.640000 sec): 3 clusters
  Score: Raw -529633.856639 + Penalty 2839.097932 = -526794.758707
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 45 (422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202016.700000 sec): 2 clusters
  Score: Raw -34308.946549 + Penalty 982.313364 = -33326.633186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202016.870000 sec): 3 clusters
  Score: Raw -34277.068470 + Penalty 1964.626727 = -32312.441743
  nChanged 79
		SP:Iteration 1F (202017.090000 sec): 3 clusters
  Score: Raw -34417.389326 + Penalty 1964.626727 = -32452.762599
  nChanged 20
		SP:Iteration 2Q (202017.230000 sec): 3 clusters
  Score: Raw -34471.875936 + Penalty 1964.626727 = -32507.249209
  nChanged 16
		SP:Iteration 3Q (202017.420000 sec): 3 clusters
  Score: Raw -34501.439129 + Penalty 1964.626727 = -32536.812402
  nChanged 4
		SP:Iteration 4Q (202017.570000 sec): 3 clusters
  Score: Raw -34511.391676 + Penalty 1964.626727 = -32546.764949
  nChanged 1
		SP:Iteration 5Q (202017.750000 sec): 3 clusters
  Score: Raw -34512.117536 + Penalty 1964.626727 = -32547.490809
  nChanged 0
		SP:Iteration 6F (202017.970000 sec): 3 clusters
  Score: Raw -34512.117536 + Penalty 1964.626727 = -32547.490809
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 46 (4618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202018.070000 sec): 2 clusters
  Score: Raw -383496.917472 + Penalty 1371.129011 = -382125.788462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202018.320000 sec): 3 clusters
  Score: Raw -381214.066696 + Penalty 2742.258022 = -378471.808674
  nChanged 1805
		SP:Iteration 1F (202018.520000 sec): 3 clusters
  Score: Raw -382294.987891 + Penalty 2742.258022 = -379552.729870
  nChanged 351
		SP:Iteration 2F (202018.690000 sec): 3 clusters
  Score: Raw -382508.534208 + Penalty 2742.258022 = -379766.276186
  nChanged 283
		SP:Iteration 3F (202018.940000 sec): 3 clusters
  Score: Raw -382697.994793 + Penalty 2742.258022 = -379955.736772
  nChanged 233
		SP:Iteration 4F (202019.100000 sec): 3 clusters
  Score: Raw -382829.105654 + Penalty 2742.258022 = -380086.847632
  nChanged 185
		SP:Iteration 5Q (202019.280000 sec): 3 clusters
  Score: Raw -382935.904637 + Penalty 2742.258022 = -380193.646615
  nChanged 157
		SP:Iteration 6Q (202019.510000 sec): 3 clusters
  Score: Raw -383029.848564 + Penalty 2742.258022 = -380287.590542
  nChanged 124
		SP:Iteration 7Q (202019.700000 sec): 3 clusters
  Score: Raw -383093.935522 + Penalty 2742.258022 = -380351.677500
  nChanged 108
		SP:Iteration 8Q (202019.970000 sec): 3 clusters
  Score: Raw -383150.396571 + Penalty 2742.258022 = -380408.138549
  nChanged 104
		SP:Iteration 9Q (202020.180000 sec): 3 clusters
  Score: Raw -383208.540222 + Penalty 2742.258022 = -380466.282200
  nChanged 89
		SP:Iteration 10Q (202020.400000 sec): 3 clusters
  Score: Raw -383252.931640 + Penalty 2742.258022 = -380510.673618
  nChanged 72
		SP:Iteration 11Q (202020.600000 sec): 3 clusters
  Score: Raw -383282.162050 + Penalty 2742.258022 = -380539.904028
  nChanged 52
		SP:Iteration 12Q (202020.800000 sec): 3 clusters
  Score: Raw -383299.577367 + Penalty 2742.258022 = -380557.319345
  nChanged 39
		SP:Iteration 13Q (202021.000000 sec): 3 clusters
  Score: Raw -383313.539344 + Penalty 2742.258022 = -380571.281322
  nChanged 26
		SP:Iteration 14Q (202021.220000 sec): 3 clusters
  Score: Raw -383321.674377 + Penalty 2742.258022 = -380579.416355
  nChanged 28
		SP:Iteration 15Q (202021.430000 sec): 3 clusters
  Score: Raw -383333.015157 + Penalty 2742.258022 = -380590.757135
  nChanged 38
		SP:Iteration 16Q (202021.600000 sec): 3 clusters
  Score: Raw -383349.301611 + Penalty 2742.258022 = -380607.043589
  nChanged 33
		SP:Iteration 17Q (202021.790000 sec): 3 clusters
  Score: Raw -383361.655336 + Penalty 2742.258022 = -380619.397314
  nChanged 46
		SP:Iteration 18Q (202021.990000 sec): 3 clusters
  Score: Raw -383374.863825 + Penalty 2742.258022 = -380632.605804
  nChanged 32
		SP:Iteration 19Q (202022.200000 sec): 3 clusters
  Score: Raw -383384.130807 + Penalty 2742.258022 = -380641.872786
  nChanged 22
		SP:Iteration 20F (202022.440000 sec): 3 clusters
  Score: Raw -383392.910955 + Penalty 2742.258022 = -380650.652933
  nChanged 35
		SP:Iteration 21Q (202022.660000 sec): 3 clusters
  Score: Raw -383406.715942 + Penalty 2742.258022 = -380664.457920
  nChanged 41
		SP:Iteration 22Q (202022.820000 sec): 3 clusters
  Score: Raw -383422.122982 + Penalty 2742.258022 = -380679.864961
  nChanged 44
		SP:Iteration 23Q (202023.010000 sec): 3 clusters
  Score: Raw -383439.131443 + Penalty 2742.258022 = -380696.873421
  nChanged 42
		SP:Iteration 24Q (202023.200000 sec): 3 clusters
  Score: Raw -383458.043807 + Penalty 2742.258022 = -380715.785785
  nChanged 46
		SP:Iteration 25Q (202023.430000 sec): 3 clusters
  Score: Raw -383475.414584 + Penalty 2742.258022 = -380733.156562
  nChanged 48
		SP:Iteration 26Q (202023.600000 sec): 3 clusters
  Score: Raw -383497.320097 + Penalty 2742.258022 = -380755.062075
  nChanged 52
		SP:Iteration 27Q (202023.830000 sec): 3 clusters
  Score: Raw -383520.491610 + Penalty 2742.258022 = -380778.233588
  nChanged 44
		SP:Iteration 28Q (202024.020000 sec): 3 clusters
  Score: Raw -383541.325451 + Penalty 2742.258022 = -380799.067429
  nChanged 50
		SP:Iteration 29Q (202024.200000 sec): 3 clusters
  Score: Raw -383563.095962 + Penalty 2742.258022 = -380820.837940
  nChanged 45
		SP:Iteration 30Q (202024.400000 sec): 3 clusters
  Score: Raw -383580.957849 + Penalty 2742.258022 = -380838.699827
  nChanged 34
		SP:Iteration 31Q (202024.600000 sec): 3 clusters
  Score: Raw -383594.305473 + Penalty 2742.258022 = -380852.047451
  nChanged 40
		SP:Iteration 32Q (202024.820000 sec): 3 clusters
  Score: Raw -383608.414689 + Penalty 2742.258022 = -380866.156667
  nChanged 35
		SP:Iteration 33Q (202024.990000 sec): 3 clusters
  Score: Raw -383618.446163 + Penalty 2742.258022 = -380876.188141
  nChanged 26
		SP:Iteration 34Q (202025.170000 sec): 3 clusters
  Score: Raw -383626.922393 + Penalty 2742.258022 = -380884.664371
  nChanged 27
		SP:Iteration 35Q (202025.420000 sec): 3 clusters
  Score: Raw -383635.760995 + Penalty 2742.258022 = -380893.502973
  nChanged 17
		SP:Iteration 36Q (202025.600000 sec): 3 clusters
  Score: Raw -383640.547298 + Penalty 2742.258022 = -380898.289277
  nChanged 16
		SP:Iteration 37Q (202025.780000 sec): 3 clusters
  Score: Raw -383644.388677 + Penalty 2742.258022 = -380902.130655
  nChanged 10
		SP:Iteration 38Q (202025.940000 sec): 3 clusters
  Score: Raw -383647.677829 + Penalty 2742.258022 = -380905.419808
  nChanged 12
		SP:Iteration 39Q (202026.140000 sec): 3 clusters
  Score: Raw -383652.738510 + Penalty 2742.258022 = -380910.480489
  nChanged 17
		SP:Iteration 40F (202026.380000 sec): 3 clusters
  Score: Raw -383658.602156 + Penalty 2742.258022 = -380916.344134
  nChanged 14
		SP:Iteration 41Q (202026.590000 sec): 3 clusters
  Score: Raw -383664.771408 + Penalty 2742.258022 = -380922.513386
  nChanged 21
		SP:Iteration 42Q (202026.760000 sec): 3 clusters
  Score: Raw -383671.493155 + Penalty 2742.258022 = -380929.235133
  nChanged 21
		SP:Iteration 43Q (202026.980000 sec): 3 clusters
  Score: Raw -383677.466121 + Penalty 2742.258022 = -380935.208099
  nChanged 21
		SP:Iteration 44Q (202027.190000 sec): 3 clusters
  Score: Raw -383684.269727 + Penalty 2742.258022 = -380942.011705
  nChanged 21
		SP:Iteration 45Q (202027.360000 sec): 3 clusters
  Score: Raw -383692.646209 + Penalty 2742.258022 = -380950.388187
  nChanged 20
		SP:Iteration 46Q (202027.530000 sec): 3 clusters
  Score: Raw -383697.984031 + Penalty 2742.258022 = -380955.726009
  nChanged 11
		SP:Iteration 47Q (202027.700000 sec): 3 clusters
  Score: Raw -383702.943470 + Penalty 2742.258022 = -380960.685448
  nChanged 14
		SP:Iteration 48Q (202027.940000 sec): 3 clusters
  Score: Raw -383710.007168 + Penalty 2742.258022 = -380967.749146
  nChanged 21
		SP:Iteration 49Q (202028.100000 sec): 3 clusters
  Score: Raw -383720.664933 + Penalty 2742.258022 = -380978.406911
  nChanged 32
		SP:Iteration 50Q (202028.320000 sec): 3 clusters
  Score: Raw -383738.930577 + Penalty 2742.258022 = -380996.672555
  nChanged 35
		SP:Iteration 51Q (202028.510000 sec): 3 clusters
  Score: Raw -383756.599922 + Penalty 2742.258022 = -381014.341900
  nChanged 38
		SP:Iteration 52Q (202028.720000 sec): 3 clusters
  Score: Raw -383776.800380 + Penalty 2742.258022 = -381034.542358
  nChanged 39
		SP:Iteration 53Q (202028.950000 sec): 3 clusters
  Score: Raw -383800.404858 + Penalty 2742.258022 = -381058.146836
  nChanged 36
		SP:Iteration 54Q (202029.160000 sec): 3 clusters
  Score: Raw -383819.102311 + Penalty 2742.258022 = -381076.844289
  nChanged 35
		SP:Iteration 55Q (202029.350000 sec): 3 clusters
  Score: Raw -383846.264193 + Penalty 2742.258022 = -381104.006171
  nChanged 38
		SP:Iteration 56Q (202029.540000 sec): 3 clusters
  Score: Raw -383871.076317 + Penalty 2742.258022 = -381128.818296
  nChanged 44
		SP:Iteration 57Q (202029.750000 sec): 3 clusters
  Score: Raw -383900.793827 + Penalty 2742.258022 = -381158.535805
  nChanged 39
		SP:Iteration 58Q (202029.960000 sec): 3 clusters
  Score: Raw -383926.465071 + Penalty 2742.258022 = -381184.207049
  nChanged 35
		SP:Iteration 59Q (202030.170000 sec): 3 clusters
  Score: Raw -383946.708476 + Penalty 2742.258022 = -381204.450454
  nChanged 38
		SP:Iteration 60F (202030.340000 sec): 3 clusters
  Score: Raw -383971.565485 + Penalty 2742.258022 = -381229.307463
  nChanged 36
		SP:Iteration 61Q (202030.530000 sec): 3 clusters
  Score: Raw -383988.606848 + Penalty 2742.258022 = -381246.348826
  nChanged 16
		SP:Iteration 62Q (202030.740000 sec): 3 clusters
  Score: Raw -383997.599632 + Penalty 2742.258022 = -381255.341610
  nChanged 18
		SP:Iteration 63Q (202030.980000 sec): 3 clusters
  Score: Raw -384004.999061 + Penalty 2742.258022 = -381262.741039
  nChanged 20
		SP:Iteration 64Q (202031.180000 sec): 3 clusters
  Score: Raw -384015.633304 + Penalty 2742.258022 = -381273.375282
  nChanged 21
		SP:Iteration 65Q (202031.370000 sec): 3 clusters
  Score: Raw -384029.343096 + Penalty 2742.258022 = -381287.085075
  nChanged 27
		SP:Iteration 66Q (202031.560000 sec): 3 clusters
  Score: Raw -384046.695246 + Penalty 2742.258022 = -381304.437224
  nChanged 28
		SP:Iteration 67Q (202031.770000 sec): 3 clusters
  Score: Raw -384064.945738 + Penalty 2742.258022 = -381322.687716
  nChanged 28
		SP:Iteration 68Q (202031.960000 sec): 3 clusters
  Score: Raw -384078.771308 + Penalty 2742.258022 = -381336.513286
  nChanged 21
		SP:Iteration 69Q (202032.150000 sec): 3 clusters
  Score: Raw -384090.530812 + Penalty 2742.258022 = -381348.272791
  nChanged 21
		SP:Iteration 70Q (202032.410000 sec): 3 clusters
  Score: Raw -384101.306315 + Penalty 2742.258022 = -381359.048293
  nChanged 18
		SP:Iteration 71Q (202032.620000 sec): 3 clusters
  Score: Raw -384107.787289 + Penalty 2742.258022 = -381365.529267
  nChanged 7
		SP:Iteration 72Q (202032.860000 sec): 3 clusters
  Score: Raw -384111.480674 + Penalty 2742.258022 = -381369.222653
  nChanged 7
		SP:Iteration 73Q (202033.040000 sec): 3 clusters
  Score: Raw -384113.753412 + Penalty 2742.258022 = -381371.495391
  nChanged 6
		SP:Iteration 74Q (202033.250000 sec): 3 clusters
  Score: Raw -384115.903077 + Penalty 2742.258022 = -381373.645055
  nChanged 1
		SP:Iteration 75Q (202033.440000 sec): 3 clusters
  Score: Raw -384116.190110 + Penalty 2742.258022 = -381373.932088
  nChanged 1
		SP:Iteration 76Q (202033.620000 sec): 3 clusters
  Score: Raw -384116.223589 + Penalty 2742.258022 = -381373.965567
  nChanged 0
		SP:Iteration 77F (202033.840000 sec): 3 clusters
  Score: Raw -384116.223589 + Penalty 2742.258022 = -381373.965567
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 47 (3589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202033.950000 sec): 2 clusters
  Score: Raw -287192.733709 + Penalty 1330.164695 = -285862.569014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202034.120000 sec): 3 clusters
  Score: Raw -285497.757285 + Penalty 2660.329390 = -282837.427895
  nChanged 1364
		SP:Iteration 1F (202034.350000 sec): 3 clusters
  Score: Raw -286288.109203 + Penalty 2660.329390 = -283627.779814
  nChanged 281
		SP:Iteration 2F (202034.530000 sec): 3 clusters
  Score: Raw -286494.482179 + Penalty 2660.329390 = -283834.152789
  nChanged 219
		SP:Iteration 3F (202034.710000 sec): 3 clusters
  Score: Raw -286716.669220 + Penalty 2660.329390 = -284056.339830
  nChanged 239
		SP:Iteration 4F (202034.950000 sec): 3 clusters
  Score: Raw -286936.825873 + Penalty 2660.329390 = -284276.496483
  nChanged 218
		SP:Iteration 5F (202035.150000 sec): 3 clusters
  Score: Raw -287120.551849 + Penalty 2660.329390 = -284460.222460
  nChanged 201
		SP:Iteration 6F (202035.330000 sec): 3 clusters
  Score: Raw -287276.895804 + Penalty 2660.329390 = -284616.566415
  nChanged 158
		SP:Iteration 7Q (202035.550000 sec): 3 clusters
  Score: Raw -287382.703333 + Penalty 2660.329390 = -284722.373944
  nChanged 113
		SP:Iteration 8Q (202035.710000 sec): 3 clusters
  Score: Raw -287457.617556 + Penalty 2660.329390 = -284797.288166
  nChanged 94
		SP:Iteration 9Q (202035.920000 sec): 3 clusters
  Score: Raw -287510.325598 + Penalty 2660.329390 = -284849.996209
  nChanged 58
		SP:Iteration 10Q (202036.100000 sec): 3 clusters
  Score: Raw -287540.817783 + Penalty 2660.329390 = -284880.488393
  nChanged 39
		SP:Iteration 11Q (202036.280000 sec): 3 clusters
  Score: Raw -287557.703648 + Penalty 2660.329390 = -284897.374259
  nChanged 35
		SP:Iteration 12Q (202036.490000 sec): 3 clusters
  Score: Raw -287575.831088 + Penalty 2660.329390 = -284915.501698
  nChanged 40
		SP:Iteration 13Q (202036.680000 sec): 3 clusters
  Score: Raw -287595.610812 + Penalty 2660.329390 = -284935.281423
  nChanged 36
		SP:Iteration 14Q (202036.900000 sec): 3 clusters
  Score: Raw -287615.368620 + Penalty 2660.329390 = -284955.039231
  nChanged 28
		SP:Iteration 15Q (202037.070000 sec): 3 clusters
  Score: Raw -287626.113581 + Penalty 2660.329390 = -284965.784191
  nChanged 14
		SP:Iteration 16Q (202037.230000 sec): 3 clusters
  Score: Raw -287633.540033 + Penalty 2660.329390 = -284973.210644
  nChanged 16
		SP:Iteration 17Q (202037.470000 sec): 3 clusters
  Score: Raw -287639.208949 + Penalty 2660.329390 = -284978.879559
  nChanged 12
		SP:Iteration 18Q (202037.620000 sec): 3 clusters
  Score: Raw -287644.070649 + Penalty 2660.329390 = -284983.741260
  nChanged 10
		SP:Iteration 19Q (202037.850000 sec): 3 clusters
  Score: Raw -287648.441952 + Penalty 2660.329390 = -284988.112562
  nChanged 8
		SP:Iteration 20F (202038.030000 sec): 3 clusters
  Score: Raw -287651.717949 + Penalty 2660.329390 = -284991.388559
  nChanged 9
		SP:Iteration 21Q (202038.220000 sec): 3 clusters
  Score: Raw -287654.829670 + Penalty 2660.329390 = -284994.500280
  nChanged 7
		SP:Iteration 22Q (202038.450000 sec): 3 clusters
  Score: Raw -287657.537010 + Penalty 2660.329390 = -284997.207621
  nChanged 6
		SP:Iteration 23Q (202038.620000 sec): 3 clusters
  Score: Raw -287659.789990 + Penalty 2660.329390 = -284999.460600
  nChanged 10
		SP:Iteration 24Q (202038.810000 sec): 3 clusters
  Score: Raw -287664.080534 + Penalty 2660.329390 = -285003.751144
  nChanged 7
		SP:Iteration 25Q (202038.990000 sec): 3 clusters
  Score: Raw -287665.975875 + Penalty 2660.329390 = -285005.646485
  nChanged 4
		SP:Iteration 26Q (202039.210000 sec): 3 clusters
  Score: Raw -287667.396024 + Penalty 2660.329390 = -285007.066634
  nChanged 6
		SP:Iteration 27Q (202039.400000 sec): 3 clusters
  Score: Raw -287669.564511 + Penalty 2660.329390 = -285009.235122
  nChanged 7
		SP:Iteration 28Q (202039.610000 sec): 3 clusters
  Score: Raw -287672.000462 + Penalty 2660.329390 = -285011.671073
  nChanged 11
		SP:Iteration 29Q (202039.770000 sec): 3 clusters
  Score: Raw -287675.274400 + Penalty 2660.329390 = -285014.945011
  nChanged 7
		SP:Iteration 30Q (202039.920000 sec): 3 clusters
  Score: Raw -287677.681173 + Penalty 2660.329390 = -285017.351784
  nChanged 4
		SP:Iteration 31Q (202040.110000 sec): 3 clusters
  Score: Raw -287680.345480 + Penalty 2660.329390 = -285020.016090
  nChanged 5
		SP:Iteration 32Q (202040.270000 sec): 3 clusters
  Score: Raw -287682.727617 + Penalty 2660.329390 = -285022.398227
  nChanged 3
		SP:Iteration 33Q (202040.450000 sec): 3 clusters
  Score: Raw -287683.736291 + Penalty 2660.329390 = -285023.406902
  nChanged 2
		SP:Iteration 34Q (202040.640000 sec): 3 clusters
  Score: Raw -287685.020380 + Penalty 2660.329390 = -285024.690990
  nChanged 1
		SP:Iteration 35Q (202040.890000 sec): 3 clusters
  Score: Raw -287685.591589 + Penalty 2660.329390 = -285025.262199
  nChanged 3
		SP:Iteration 36Q (202041.110000 sec): 3 clusters
  Score: Raw -287686.872962 + Penalty 2660.329390 = -285026.543572
  nChanged 0
		SP:Iteration 37F (202041.310000 sec): 3 clusters
  Score: Raw -287686.872962 + Penalty 2660.329390 = -285026.543572
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 48 (14909 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202041.420000 sec): 2 clusters
  Score: Raw -1320788.895140 + Penalty 1561.579555 = -1319227.315586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202041.680000 sec): 3 clusters
  Score: Raw -1312017.466454 + Penalty 3123.159109 = -1308894.307345
  nChanged 6666
		SP:Iteration 1F (202041.910000 sec): 3 clusters
  Score: Raw -1315956.471945 + Penalty 3123.159109 = -1312833.312836
  nChanged 1038
		SP:Iteration 2F (202042.180000 sec): 3 clusters
  Score: Raw -1316593.811683 + Penalty 3123.159109 = -1313470.652573
  nChanged 1033
		SP:Iteration 3F (202042.410000 sec): 3 clusters
  Score: Raw -1317418.280226 + Penalty 3123.159109 = -1314295.121117
  nChanged 1144
		SP:Iteration 4F (202042.680000 sec): 3 clusters
  Score: Raw -1318339.839041 + Penalty 3123.159109 = -1315216.679932
  nChanged 1045
		SP:Iteration 5F (202042.930000 sec): 3 clusters
  Score: Raw -1319110.675859 + Penalty 3123.159109 = -1315987.516750
  nChanged 865
		SP:Iteration 6F (202043.140000 sec): 3 clusters
  Score: Raw -1319629.628260 + Penalty 3123.159109 = -1316506.469150
  nChanged 638
		SP:Iteration 7Q (202043.400000 sec): 3 clusters
  Score: Raw -1319966.657821 + Penalty 3123.159109 = -1316843.498712
  nChanged 498
		SP:Iteration 8Q (202043.630000 sec): 3 clusters
  Score: Raw -1320190.208370 + Penalty 3123.159109 = -1317067.049261
  nChanged 339
		SP:Iteration 9Q (202043.880000 sec): 3 clusters
  Score: Raw -1320350.334960 + Penalty 3123.159109 = -1317227.175851
  nChanged 290
		SP:Iteration 10Q (202044.110000 sec): 3 clusters
  Score: Raw -1320489.995803 + Penalty 3123.159109 = -1317366.836694
  nChanged 253
		SP:Iteration 11Q (202044.370000 sec): 3 clusters
  Score: Raw -1320605.102645 + Penalty 3123.159109 = -1317481.943535
  nChanged 240
		SP:Iteration 12Q (202044.700000 sec): 3 clusters
  Score: Raw -1320700.119313 + Penalty 3123.159109 = -1317576.960204
  nChanged 210
		SP:Iteration 13Q (202044.940000 sec): 3 clusters
  Score: Raw -1320767.905264 + Penalty 3123.159109 = -1317644.746155
  nChanged 162
		SP:Iteration 14Q (202045.180000 sec): 3 clusters
  Score: Raw -1320812.997475 + Penalty 3123.159109 = -1317689.838366
  nChanged 152
		SP:Iteration 15Q (202045.440000 sec): 3 clusters
  Score: Raw -1320852.441525 + Penalty 3123.159109 = -1317729.282416
  nChanged 143
		SP:Iteration 16Q (202045.700000 sec): 3 clusters
  Score: Raw -1320892.006083 + Penalty 3123.159109 = -1317768.846973
  nChanged 132
		SP:Iteration 17Q (202045.930000 sec): 3 clusters
  Score: Raw -1320931.166848 + Penalty 3123.159109 = -1317808.007739
  nChanged 140
		SP:Iteration 18Q (202046.210000 sec): 3 clusters
  Score: Raw -1320973.349543 + Penalty 3123.159109 = -1317850.190434
  nChanged 135
		SP:Iteration 19Q (202046.500000 sec): 3 clusters
  Score: Raw -1321010.504911 + Penalty 3123.159109 = -1317887.345801
  nChanged 96
		SP:Iteration 20F (202046.700000 sec): 3 clusters
  Score: Raw -1321032.394542 + Penalty 3123.159109 = -1317909.235433
  nChanged 88
		SP:Iteration 21Q (202046.960000 sec): 3 clusters
  Score: Raw -1321050.517220 + Penalty 3123.159109 = -1317927.358111
  nChanged 77
		SP:Iteration 22Q (202047.240000 sec): 3 clusters
  Score: Raw -1321066.793209 + Penalty 3123.159109 = -1317943.634100
  nChanged 72
		SP:Iteration 23Q (202047.470000 sec): 3 clusters
  Score: Raw -1321083.414913 + Penalty 3123.159109 = -1317960.255804
  nChanged 79
		SP:Iteration 24Q (202047.730000 sec): 3 clusters
  Score: Raw -1321097.323503 + Penalty 3123.159109 = -1317974.164394
  nChanged 56
		SP:Iteration 25Q (202047.950000 sec): 3 clusters
  Score: Raw -1321106.784793 + Penalty 3123.159109 = -1317983.625684
  nChanged 51
		SP:Iteration 26Q (202048.240000 sec): 3 clusters
  Score: Raw -1321114.913410 + Penalty 3123.159109 = -1317991.754300
  nChanged 48
		SP:Iteration 27Q (202048.480000 sec): 3 clusters
  Score: Raw -1321121.971536 + Penalty 3123.159109 = -1317998.812427
  nChanged 52
		SP:Iteration 28Q (202048.760000 sec): 3 clusters
  Score: Raw -1321129.476396 + Penalty 3123.159109 = -1318006.317286
  nChanged 45
		SP:Iteration 29Q (202049.010000 sec): 3 clusters
  Score: Raw -1321137.800938 + Penalty 3123.159109 = -1318014.641829
  nChanged 53
		SP:Iteration 30Q (202049.280000 sec): 3 clusters
  Score: Raw -1321148.980582 + Penalty 3123.159109 = -1318025.821472
  nChanged 55
		SP:Iteration 31Q (202049.490000 sec): 3 clusters
  Score: Raw -1321158.624156 + Penalty 3123.159109 = -1318035.465047
  nChanged 41
		SP:Iteration 32Q (202049.710000 sec): 3 clusters
  Score: Raw -1321164.426734 + Penalty 3123.159109 = -1318041.267625
  nChanged 33
		SP:Iteration 33Q (202049.890000 sec): 3 clusters
  Score: Raw -1321169.165280 + Penalty 3123.159109 = -1318046.006171
  nChanged 38
		SP:Iteration 34Q (202050.120000 sec): 3 clusters
  Score: Raw -1321173.481577 + Penalty 3123.159109 = -1318050.322468
  nChanged 25
		SP:Iteration 35Q (202050.360000 sec): 3 clusters
  Score: Raw -1321176.126276 + Penalty 3123.159109 = -1318052.967167
  nChanged 17
		SP:Iteration 36Q (202050.610000 sec): 3 clusters
  Score: Raw -1321177.830279 + Penalty 3123.159109 = -1318054.671170
  nChanged 17
		SP:Iteration 37Q (202050.790000 sec): 3 clusters
  Score: Raw -1321179.921650 + Penalty 3123.159109 = -1318056.762541
  nChanged 17
		SP:Iteration 38Q (202051.030000 sec): 3 clusters
  Score: Raw -1321181.725959 + Penalty 3123.159109 = -1318058.566849
  nChanged 14
		SP:Iteration 39Q (202051.250000 sec): 3 clusters
  Score: Raw -1321183.369183 + Penalty 3123.159109 = -1318060.210074
  nChanged 16
		SP:Iteration 40F (202051.490000 sec): 3 clusters
  Score: Raw -1321185.011586 + Penalty 3123.159109 = -1318061.852477
  nChanged 14
		SP:Iteration 41Q (202051.720000 sec): 3 clusters
  Score: Raw -1321186.391186 + Penalty 3123.159109 = -1318063.232077
  nChanged 9
		SP:Iteration 42Q (202051.930000 sec): 3 clusters
  Score: Raw -1321187.380886 + Penalty 3123.159109 = -1318064.221777
  nChanged 9
		SP:Iteration 43Q (202052.170000 sec): 3 clusters
  Score: Raw -1321188.323206 + Penalty 3123.159109 = -1318065.164097
  nChanged 9
		SP:Iteration 44Q (202052.380000 sec): 3 clusters
  Score: Raw -1321188.986089 + Penalty 3123.159109 = -1318065.826979
  nChanged 7
		SP:Iteration 45Q (202052.570000 sec): 3 clusters
  Score: Raw -1321189.560342 + Penalty 3123.159109 = -1318066.401233
  nChanged 10
		SP:Iteration 46Q (202052.790000 sec): 3 clusters
  Score: Raw -1321190.471504 + Penalty 3123.159109 = -1318067.312395
  nChanged 11
		SP:Iteration 47Q (202053.030000 sec): 3 clusters
  Score: Raw -1321191.641300 + Penalty 3123.159109 = -1318068.482191
  nChanged 17
		SP:Iteration 48Q (202053.270000 sec): 3 clusters
  Score: Raw -1321194.195534 + Penalty 3123.159109 = -1318071.036424
  nChanged 17
		SP:Iteration 49Q (202053.480000 sec): 3 clusters
  Score: Raw -1321196.287101 + Penalty 3123.159109 = -1318073.127991
  nChanged 11
		SP:Iteration 50Q (202053.740000 sec): 3 clusters
  Score: Raw -1321197.377040 + Penalty 3123.159109 = -1318074.217931
  nChanged 8
		SP:Iteration 51Q (202054.050000 sec): 3 clusters
  Score: Raw -1321198.256134 + Penalty 3123.159109 = -1318075.097025
  nChanged 13
		SP:Iteration 52Q (202054.250000 sec): 3 clusters
  Score: Raw -1321199.928406 + Penalty 3123.159109 = -1318076.769296
  nChanged 17
		SP:Iteration 53Q (202054.490000 sec): 3 clusters
  Score: Raw -1321201.714601 + Penalty 3123.159109 = -1318078.555491
  nChanged 10
		SP:Iteration 54Q (202054.760000 sec): 3 clusters
  Score: Raw -1321202.668310 + Penalty 3123.159109 = -1318079.509200
  nChanged 7
		SP:Iteration 55Q (202055.030000 sec): 3 clusters
  Score: Raw -1321203.211909 + Penalty 3123.159109 = -1318080.052800
  nChanged 10
		SP:Iteration 56Q (202055.240000 sec): 3 clusters
  Score: Raw -1321204.258507 + Penalty 3123.159109 = -1318081.099397
  nChanged 9
		SP:Iteration 57Q (202055.490000 sec): 3 clusters
  Score: Raw -1321205.379754 + Penalty 3123.159109 = -1318082.220644
  nChanged 11
		SP:Iteration 58Q (202055.730000 sec): 3 clusters
  Score: Raw -1321206.400946 + Penalty 3123.159109 = -1318083.241837
  nChanged 8
		SP:Iteration 59Q (202055.980000 sec): 3 clusters
  Score: Raw -1321207.238806 + Penalty 3123.159109 = -1318084.079697
  nChanged 8
		SP:Iteration 60F (202056.180000 sec): 3 clusters
  Score: Raw -1321208.014046 + Penalty 3123.159109 = -1318084.854936
  nChanged 5
		SP:Iteration 61Q (202056.420000 sec): 3 clusters
  Score: Raw -1321208.517109 + Penalty 3123.159109 = -1318085.358000
  nChanged 7
		SP:Iteration 62Q (202056.640000 sec): 3 clusters
  Score: Raw -1321209.108223 + Penalty 3123.159109 = -1318085.949114
  nChanged 9
		SP:Iteration 63Q (202056.860000 sec): 3 clusters
  Score: Raw -1321209.864050 + Penalty 3123.159109 = -1318086.704941
  nChanged 6
		SP:Iteration 64Q (202057.120000 sec): 3 clusters
  Score: Raw -1321210.521010 + Penalty 3123.159109 = -1318087.361900
  nChanged 6
		SP:Iteration 65Q (202057.360000 sec): 3 clusters
  Score: Raw -1321211.076325 + Penalty 3123.159109 = -1318087.917215
  nChanged 5
		SP:Iteration 66Q (202057.620000 sec): 3 clusters
  Score: Raw -1321211.488648 + Penalty 3123.159109 = -1318088.329539
  nChanged 7
		SP:Iteration 67Q (202057.880000 sec): 3 clusters
  Score: Raw -1321212.046023 + Penalty 3123.159109 = -1318088.886914
  nChanged 6
		SP:Iteration 68Q (202058.070000 sec): 3 clusters
  Score: Raw -1321212.457989 + Penalty 3123.159109 = -1318089.298879
  nChanged 2
		SP:Iteration 69Q (202058.340000 sec): 3 clusters
  Score: Raw -1321212.556269 + Penalty 3123.159109 = -1318089.397160
  nChanged 3
		SP:Iteration 70Q (202058.590000 sec): 3 clusters
  Score: Raw -1321212.762914 + Penalty 3123.159109 = -1318089.603804
  nChanged 2
		SP:Iteration 71Q (202058.820000 sec): 3 clusters
  Score: Raw -1321212.891535 + Penalty 3123.159109 = -1318089.732426
  nChanged 1
		SP:Iteration 72Q (202059.020000 sec): 3 clusters
  Score: Raw -1321212.943758 + Penalty 3123.159109 = -1318089.784649
  nChanged 0
		SP:Iteration 73F (202059.270000 sec): 3 clusters
  Score: Raw -1321212.943758 + Penalty 3123.159109 = -1318089.784649
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 49 (340740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202060.600000 sec): 2 clusters
  Score: Raw -29587328.207496 + Penalty 2070.067188 = -29585258.140309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202062.160000 sec): 3 clusters
  Score: Raw -29358620.439488 + Penalty 4140.134376 = -29354480.305113
  nChanged 166317
		SP:Iteration 1F (202063.710000 sec): 3 clusters
  Score: Raw -29458197.570653 + Penalty 4140.134376 = -29454057.436277
  nChanged 8432
		SP:Iteration 2Q (202065.300000 sec): 3 clusters
  Score: Raw -29459831.569921 + Penalty 4140.134376 = -29455691.435545
  nChanged 9162
		SP:Iteration 3Q (202066.970000 sec): 3 clusters
  Score: Raw -29461933.710366 + Penalty 4140.134376 = -29457793.575991
  nChanged 10441
		SP:Iteration 4Q (202068.600000 sec): 3 clusters
  Score: Raw -29464894.061431 + Penalty 4140.134376 = -29460753.927056
  nChanged 12333
		SP:Iteration 5Q (202070.330000 sec): 3 clusters
  Score: Raw -29469187.246009 + Penalty 4140.134376 = -29465047.111634
  nChanged 14556
		SP:Iteration 6Q (202072.060000 sec): 3 clusters
  Score: Raw -29475385.575317 + Penalty 4140.134376 = -29471245.440942
  nChanged 16665
		SP:Iteration 7Q (202073.750000 sec): 3 clusters
  Score: Raw -29483930.028522 + Penalty 4140.134376 = -29479789.894146
  nChanged 18529
		SP:Iteration 8F (202075.270000 sec): 3 clusters
  Score: Raw -29494596.210016 + Penalty 4140.134376 = -29490456.075641
  nChanged 19626
		SP:Iteration 9F (202076.860000 sec): 3 clusters
  Score: Raw -29506591.129195 + Penalty 4140.134376 = -29502450.994819
  nChanged 19227
		SP:Iteration 10F (202078.420000 sec): 3 clusters
  Score: Raw -29518575.680530 + Penalty 4140.134376 = -29514435.546155
  nChanged 17835
		SP:Iteration 11F (202080.140000 sec): 3 clusters
  Score: Raw -29529518.410445 + Penalty 4140.134376 = -29525378.276069
  nChanged 15449
		SP:Iteration 12Q (202081.940000 sec): 3 clusters
  Score: Raw -29538661.390865 + Penalty 4140.134376 = -29534521.256490
  nChanged 12785
		SP:Iteration 13Q (202083.610000 sec): 3 clusters
  Score: Raw -29546012.879342 + Penalty 4140.134376 = -29541872.744966
  nChanged 10792
		SP:Iteration 14Q (202085.230000 sec): 3 clusters
  Score: Raw -29552232.707227 + Penalty 4140.134376 = -29548092.572851
  nChanged 9383
		SP:Iteration 15Q (202086.700000 sec): 3 clusters
  Score: Raw -29557790.264055 + Penalty 4140.134376 = -29553650.129679
  nChanged 8220
		SP:Iteration 16Q (202088.360000 sec): 3 clusters
  Score: Raw -29562839.162228 + Penalty 4140.134376 = -29558699.027852
  nChanged 7190
		SP:Iteration 17Q (202089.990000 sec): 3 clusters
  Score: Raw -29567465.131738 + Penalty 4140.134376 = -29563324.997362
  nChanged 6124
		SP:Iteration 18Q (202091.690000 sec): 3 clusters
  Score: Raw -29571585.904844 + Penalty 4140.134376 = -29567445.770469
  nChanged 5120
		SP:Iteration 19Q (202093.380000 sec): 3 clusters
  Score: Raw -29575240.720353 + Penalty 4140.134376 = -29571100.585977
  nChanged 4214
		SP:Iteration 20F (202095.180000 sec): 3 clusters
  Score: Raw -29578361.199535 + Penalty 4140.134376 = -29574221.065160
  nChanged 3336
		SP:Iteration 21Q (202096.820000 sec): 3 clusters
  Score: Raw -29580940.031313 + Penalty 4140.134376 = -29576799.896938
  nChanged 2492
		SP:Iteration 22Q (202098.390000 sec): 3 clusters
  Score: Raw -29582820.124057 + Penalty 4140.134376 = -29578679.989682
  nChanged 1888
		SP:Iteration 23Q (202099.760000 sec): 3 clusters
  Score: Raw -29584098.777339 + Penalty 4140.134376 = -29579958.642963
  nChanged 1469
		SP:Iteration 24Q (202101.160000 sec): 3 clusters
  Score: Raw -29584996.593563 + Penalty 4140.134376 = -29580856.459187
  nChanged 1161
		SP:Iteration 25Q (202102.660000 sec): 3 clusters
  Score: Raw -29585650.509907 + Penalty 4140.134376 = -29581510.375531
  nChanged 957
		SP:Iteration 26Q (202104.110000 sec): 3 clusters
  Score: Raw -29586140.126904 + Penalty 4140.134376 = -29581999.992529
  nChanged 717
		SP:Iteration 27Q (202105.640000 sec): 3 clusters
  Score: Raw -29586476.313896 + Penalty 4140.134376 = -29582336.179520
  nChanged 576
		SP:Iteration 28Q (202106.980000 sec): 3 clusters
  Score: Raw -29586722.428071 + Penalty 4140.134376 = -29582582.293695
  nChanged 457
		SP:Iteration 29Q (202108.600000 sec): 3 clusters
  Score: Raw -29586906.239353 + Penalty 4140.134376 = -29582766.104977
  nChanged 357
		SP:Iteration 30Q (202110.170000 sec): 3 clusters
  Score: Raw -29587038.498471 + Penalty 4140.134376 = -29582898.364095
  nChanged 302
		SP:Iteration 31Q (202111.800000 sec): 3 clusters
  Score: Raw -29587151.213830 + Penalty 4140.134376 = -29583011.079454
  nChanged 253
		SP:Iteration 32Q (202113.290000 sec): 3 clusters
  Score: Raw -29587244.746016 + Penalty 4140.134376 = -29583104.611640
  nChanged 196
		SP:Iteration 33Q (202114.890000 sec): 3 clusters
  Score: Raw -29587319.101810 + Penalty 4140.134376 = -29583178.967434
  nChanged 166
		SP:Iteration 34Q (202116.380000 sec): 3 clusters
  Score: Raw -29587373.325841 + Penalty 4140.134376 = -29583233.191465
  nChanged 134
		SP:Iteration 35Q (202117.870000 sec): 3 clusters
  Score: Raw -29587414.031519 + Penalty 4140.134376 = -29583273.897144
  nChanged 94
		SP:Iteration 36Q (202119.440000 sec): 3 clusters
  Score: Raw -29587443.450466 + Penalty 4140.134376 = -29583303.316091
  nChanged 95
		SP:Iteration 37Q (202120.900000 sec): 3 clusters
  Score: Raw -29587473.388901 + Penalty 4140.134376 = -29583333.254526
  nChanged 82
		SP:Iteration 38Q (202122.390000 sec): 3 clusters
  Score: Raw -29587498.686177 + Penalty 4140.134376 = -29583358.551801
  nChanged 72
		SP:Iteration 39Q (202123.900000 sec): 3 clusters
  Score: Raw -29587524.165020 + Penalty 4140.134376 = -29583384.030644
  nChanged 75
		SP:Iteration 40F (202125.390000 sec): 3 clusters
  Score: Raw -29587545.854089 + Penalty 4140.134376 = -29583405.719713
  nChanged 51
		SP:Iteration 41Q (202126.890000 sec): 3 clusters
  Score: Raw -29587561.481862 + Penalty 4140.134376 = -29583421.347486
  nChanged 42
		SP:Iteration 42Q (202128.170000 sec): 3 clusters
  Score: Raw -29587573.426779 + Penalty 4140.134376 = -29583433.292403
  nChanged 35
		SP:Iteration 43Q (202129.480000 sec): 3 clusters
  Score: Raw -29587583.124045 + Penalty 4140.134376 = -29583442.989669
  nChanged 25
		SP:Iteration 44Q (202131.120000 sec): 3 clusters
  Score: Raw -29587589.539479 + Penalty 4140.134376 = -29583449.405103
  nChanged 22
		SP:Iteration 45Q (202132.660000 sec): 3 clusters
  Score: Raw -29587594.878564 + Penalty 4140.134376 = -29583454.744188
  nChanged 20
		SP:Iteration 46Q (202134.280000 sec): 3 clusters
  Score: Raw -29587601.544043 + Penalty 4140.134376 = -29583461.409667
  nChanged 24
		SP:Iteration 47Q (202135.700000 sec): 3 clusters
  Score: Raw -29587609.787239 + Penalty 4140.134376 = -29583469.652863
  nChanged 24
		SP:Iteration 48Q (202137.060000 sec): 3 clusters
  Score: Raw -29587616.662791 + Penalty 4140.134376 = -29583476.528415
  nChanged 18
		SP:Iteration 49Q (202138.540000 sec): 3 clusters
  Score: Raw -29587621.393514 + Penalty 4140.134376 = -29583481.259139
  nChanged 26
		SP:Iteration 50Q (202139.960000 sec): 3 clusters
  Score: Raw -29587628.582652 + Penalty 4140.134376 = -29583488.448276
  nChanged 10
		SP:Iteration 51Q (202141.480000 sec): 3 clusters
  Score: Raw -29587631.117166 + Penalty 4140.134376 = -29583490.982790
  nChanged 9
		SP:Iteration 52Q (202142.940000 sec): 3 clusters
  Score: Raw -29587633.142936 + Penalty 4140.134376 = -29583493.008560
  nChanged 17
		SP:Iteration 53Q (202144.530000 sec): 3 clusters
  Score: Raw -29587637.597227 + Penalty 4140.134376 = -29583497.462851
  nChanged 13
		SP:Iteration 54Q (202145.990000 sec): 3 clusters
  Score: Raw -29587640.400683 + Penalty 4140.134376 = -29583500.266307
  nChanged 10
		SP:Iteration 55Q (202147.390000 sec): 3 clusters
  Score: Raw -29587642.634840 + Penalty 4140.134376 = -29583502.500465
  nChanged 11
		SP:Iteration 56Q (202148.900000 sec): 3 clusters
  Score: Raw -29587645.776409 + Penalty 4140.134376 = -29583505.642033
  nChanged 8
		SP:Iteration 57Q (202150.410000 sec): 3 clusters
  Score: Raw -29587647.765566 + Penalty 4140.134376 = -29583507.631190
  nChanged 6
		SP:Iteration 58Q (202151.970000 sec): 3 clusters
  Score: Raw -29587649.030625 + Penalty 4140.134376 = -29583508.896249
  nChanged 6
		SP:Iteration 59Q (202153.410000 sec): 3 clusters
  Score: Raw -29587650.833813 + Penalty 4140.134376 = -29583510.699437
  nChanged 8
		SP:Iteration 60F (202154.950000 sec): 3 clusters
  Score: Raw -29587652.815253 + Penalty 4140.134376 = -29583512.680877
  nChanged 10
		SP:Iteration 61Q (202156.430000 sec): 3 clusters
  Score: Raw -29587655.295049 + Penalty 4140.134376 = -29583515.160673
  nChanged 6
		SP:Iteration 62Q (202157.890000 sec): 3 clusters
  Score: Raw -29587656.546867 + Penalty 4140.134376 = -29583516.412492
  nChanged 4
		SP:Iteration 63Q (202159.390000 sec): 3 clusters
  Score: Raw -29587657.815088 + Penalty 4140.134376 = -29583517.680713
  nChanged 4
		SP:Iteration 64Q (202160.910000 sec): 3 clusters
  Score: Raw -29587659.133985 + Penalty 4140.134376 = -29583518.999610
  nChanged 6
		SP:Iteration 65Q (202162.290000 sec): 3 clusters
  Score: Raw -29587661.018347 + Penalty 4140.134376 = -29583520.883971
  nChanged 10
		SP:Iteration 66Q (202163.600000 sec): 3 clusters
  Score: Raw -29587663.709354 + Penalty 4140.134376 = -29583523.574978
  nChanged 11
		SP:Iteration 67Q (202165.020000 sec): 3 clusters
  Score: Raw -29587666.190402 + Penalty 4140.134376 = -29583526.056026
  nChanged 10
		SP:Iteration 68Q (202166.490000 sec): 3 clusters
  Score: Raw -29587668.642882 + Penalty 4140.134376 = -29583528.508506
  nChanged 11
		SP:Iteration 69Q (202167.900000 sec): 3 clusters
  Score: Raw -29587671.141974 + Penalty 4140.134376 = -29583531.007598
  nChanged 8
		SP:Iteration 70Q (202169.590000 sec): 3 clusters
  Score: Raw -29587674.118197 + Penalty 4140.134376 = -29583533.983821
  nChanged 10
		SP:Iteration 71Q (202171.020000 sec): 3 clusters
  Score: Raw -29587678.297985 + Penalty 4140.134376 = -29583538.163609
  nChanged 13
		SP:Iteration 72Q (202172.550000 sec): 3 clusters
  Score: Raw -29587683.003255 + Penalty 4140.134376 = -29583542.868879
  nChanged 8
		SP:Iteration 73Q (202173.880000 sec): 3 clusters
  Score: Raw -29587687.034111 + Penalty 4140.134376 = -29583546.899736
  nChanged 12
		SP:Iteration 74Q (202175.090000 sec): 3 clusters
  Score: Raw -29587692.281334 + Penalty 4140.134376 = -29583552.146959
  nChanged 10
		SP:Iteration 75Q (202176.330000 sec): 3 clusters
  Score: Raw -29587695.571006 + Penalty 4140.134376 = -29583555.436631
  nChanged 8
		SP:Iteration 76Q (202177.710000 sec): 3 clusters
  Score: Raw -29587697.831846 + Penalty 4140.134376 = -29583557.697471
  nChanged 11
		SP:Iteration 77Q (202179.020000 sec): 3 clusters
  Score: Raw -29587700.561879 + Penalty 4140.134376 = -29583560.427503
  nChanged 9
		SP:Iteration 78Q (202180.460000 sec): 3 clusters
  Score: Raw -29587702.740411 + Penalty 4140.134376 = -29583562.606036
  nChanged 5
		SP:Iteration 79Q (202181.950000 sec): 3 clusters
  Score: Raw -29587704.082666 + Penalty 4140.134376 = -29583563.948290
  nChanged 7
		SP:Iteration 80F (202183.480000 sec): 3 clusters
  Score: Raw -29587707.034405 + Penalty 4140.134376 = -29583566.900029
  nChanged 8
		SP:Iteration 81Q (202184.670000 sec): 3 clusters
  Score: Raw -29587708.712189 + Penalty 4140.134376 = -29583568.577813
  nChanged 5
		SP:Iteration 82Q (202185.840000 sec): 3 clusters
  Score: Raw -29587710.226224 + Penalty 4140.134376 = -29583570.091848
  nChanged 6
		SP:Iteration 83Q (202187.200000 sec): 3 clusters
  Score: Raw -29587711.680239 + Penalty 4140.134376 = -29583571.545864
  nChanged 2
		SP:Iteration 84Q (202188.630000 sec): 3 clusters
  Score: Raw -29587712.451313 + Penalty 4140.134376 = -29583572.316937
  nChanged 4
		SP:Iteration 85Q (202190.030000 sec): 3 clusters
  Score: Raw -29587713.706554 + Penalty 4140.134376 = -29583573.572178
  nChanged 2
		SP:Iteration 86Q (202191.690000 sec): 3 clusters
  Score: Raw -29587714.400235 + Penalty 4140.134376 = -29583574.265859
  nChanged 1
		SP:Iteration 87Q (202193.140000 sec): 3 clusters
  Score: Raw -29587714.682242 + Penalty 4140.134376 = -29583574.547866
  nChanged 1
		SP:Iteration 88Q (202194.730000 sec): 3 clusters
  Score: Raw -29587714.848436 + Penalty 4140.134376 = -29583574.714061
  nChanged 1
		SP:Iteration 89Q (202196.030000 sec): 3 clusters
  Score: Raw -29587715.170457 + Penalty 4140.134376 = -29583575.036082
  nChanged 0
		SP:Iteration 90F (202197.620000 sec): 3 clusters
  Score: Raw -29587715.170457 + Penalty 4140.134376 = -29583575.036082
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 50 (7553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202197.870000 sec): 2 clusters
  Score: Raw -579723.339713 + Penalty 1451.076269 = -578272.263444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202198.080000 sec): 3 clusters
  Score: Raw -575574.795091 + Penalty 2902.152537 = -572672.642554
  nChanged 3180
		SP:Iteration 1F (202198.290000 sec): 3 clusters
  Score: Raw -577457.583335 + Penalty 2902.152537 = -574555.430797
  nChanged 587
		SP:Iteration 2F (202198.500000 sec): 3 clusters
  Score: Raw -577811.487752 + Penalty 2902.152537 = -574909.335214
  nChanged 498
		SP:Iteration 3F (202198.680000 sec): 3 clusters
  Score: Raw -578114.298432 + Penalty 2902.152537 = -575212.145894
  nChanged 419
		SP:Iteration 4F (202198.920000 sec): 3 clusters
  Score: Raw -578357.602694 + Penalty 2902.152537 = -575455.450157
  nChanged 357
		SP:Iteration 5Q (202199.150000 sec): 3 clusters
  Score: Raw -578542.702943 + Penalty 2902.152537 = -575640.550406
  nChanged 295
		SP:Iteration 6Q (202199.350000 sec): 3 clusters
  Score: Raw -578660.920697 + Penalty 2902.152537 = -575758.768160
  nChanged 255
		SP:Iteration 7Q (202199.560000 sec): 3 clusters
  Score: Raw -578779.619108 + Penalty 2902.152537 = -575877.466571
  nChanged 229
		SP:Iteration 8Q (202199.760000 sec): 3 clusters
  Score: Raw -578888.251985 + Penalty 2902.152537 = -575986.099448
  nChanged 213
		SP:Iteration 9Q (202200.000000 sec): 3 clusters
  Score: Raw -578972.740862 + Penalty 2902.152537 = -576070.588324
  nChanged 172
		SP:Iteration 10Q (202200.220000 sec): 3 clusters
  Score: Raw -579046.583060 + Penalty 2902.152537 = -576144.430523
  nChanged 166
		SP:Iteration 11Q (202200.420000 sec): 3 clusters
  Score: Raw -579124.955702 + Penalty 2902.152537 = -576222.803165
  nChanged 169
		SP:Iteration 12Q (202200.630000 sec): 3 clusters
  Score: Raw -579201.809542 + Penalty 2902.152537 = -576299.657005
  nChanged 172
		SP:Iteration 13Q (202200.870000 sec): 3 clusters
  Score: Raw -579274.528731 + Penalty 2902.152537 = -576372.376194
  nChanged 154
		SP:Iteration 14Q (202201.130000 sec): 3 clusters
  Score: Raw -579346.766967 + Penalty 2902.152537 = -576444.614430
  nChanged 179
		SP:Iteration 15Q (202201.380000 sec): 3 clusters
  Score: Raw -579424.020766 + Penalty 2902.152537 = -576521.868229
  nChanged 150
		SP:Iteration 16Q (202201.600000 sec): 3 clusters
  Score: Raw -579488.322865 + Penalty 2902.152537 = -576586.170328
  nChanged 131
		SP:Iteration 17Q (202201.830000 sec): 3 clusters
  Score: Raw -579548.224768 + Penalty 2902.152537 = -576646.072230
  nChanged 120
		SP:Iteration 18Q (202202.090000 sec): 3 clusters
  Score: Raw -579599.618847 + Penalty 2902.152537 = -576697.466310
  nChanged 114
		SP:Iteration 19Q (202202.290000 sec): 3 clusters
  Score: Raw -579639.680990 + Penalty 2902.152537 = -576737.528453
  nChanged 92
		SP:Iteration 20F (202202.500000 sec): 3 clusters
  Score: Raw -579672.040767 + Penalty 2902.152537 = -576769.888230
  nChanged 85
		SP:Iteration 21Q (202202.680000 sec): 3 clusters
  Score: Raw -579700.657275 + Penalty 2902.152537 = -576798.504738
  nChanged 79
		SP:Iteration 22Q (202202.930000 sec): 3 clusters
  Score: Raw -579728.909899 + Penalty 2902.152537 = -576826.757362
  nChanged 79
		SP:Iteration 23Q (202203.160000 sec): 3 clusters
  Score: Raw -579758.078443 + Penalty 2902.152537 = -576855.925906
  nChanged 79
		SP:Iteration 24Q (202203.380000 sec): 3 clusters
  Score: Raw -579792.761119 + Penalty 2902.152537 = -576890.608582
  nChanged 101
		SP:Iteration 25Q (202203.550000 sec): 3 clusters
  Score: Raw -579833.693132 + Penalty 2902.152537 = -576931.540594
  nChanged 98
		SP:Iteration 26Q (202203.800000 sec): 3 clusters
  Score: Raw -579874.246285 + Penalty 2902.152537 = -576972.093748
  nChanged 90
		SP:Iteration 27Q (202204.000000 sec): 3 clusters
  Score: Raw -579904.760099 + Penalty 2902.152537 = -577002.607562
  nChanged 74
		SP:Iteration 28Q (202204.220000 sec): 3 clusters
  Score: Raw -579928.478575 + Penalty 2902.152537 = -577026.326038
  nChanged 73
		SP:Iteration 29Q (202204.460000 sec): 3 clusters
  Score: Raw -579950.127759 + Penalty 2902.152537 = -577047.975221
  nChanged 62
		SP:Iteration 30Q (202204.700000 sec): 3 clusters
  Score: Raw -579966.453593 + Penalty 2902.152537 = -577064.301056
  nChanged 55
		SP:Iteration 31Q (202204.900000 sec): 3 clusters
  Score: Raw -579978.381765 + Penalty 2902.152537 = -577076.229228
  nChanged 43
		SP:Iteration 32Q (202205.150000 sec): 3 clusters
  Score: Raw -579989.437626 + Penalty 2902.152537 = -577087.285089
  nChanged 49
		SP:Iteration 33Q (202205.320000 sec): 3 clusters
  Score: Raw -580001.894863 + Penalty 2902.152537 = -577099.742326
  nChanged 40
		SP:Iteration 34Q (202205.520000 sec): 3 clusters
  Score: Raw -580011.466400 + Penalty 2902.152537 = -577109.313863
  nChanged 37
		SP:Iteration 35Q (202205.740000 sec): 3 clusters
  Score: Raw -580018.324235 + Penalty 2902.152537 = -577116.171697
  nChanged 37
		SP:Iteration 36Q (202205.980000 sec): 3 clusters
  Score: Raw -580026.873697 + Penalty 2902.152537 = -577124.721160
  nChanged 37
		SP:Iteration 37Q (202206.240000 sec): 3 clusters
  Score: Raw -580033.623075 + Penalty 2902.152537 = -577131.470537
  nChanged 29
		SP:Iteration 38Q (202206.450000 sec): 3 clusters
  Score: Raw -580038.281887 + Penalty 2902.152537 = -577136.129350
  nChanged 25
		SP:Iteration 39Q (202206.620000 sec): 3 clusters
  Score: Raw -580043.781780 + Penalty 2902.152537 = -577141.629243
  nChanged 33
		SP:Iteration 40F (202206.780000 sec): 3 clusters
  Score: Raw -580051.201357 + Penalty 2902.152537 = -577149.048820
  nChanged 31
		SP:Iteration 41Q (202207.040000 sec): 3 clusters
  Score: Raw -580056.988353 + Penalty 2902.152537 = -577154.835816
  nChanged 27
		SP:Iteration 42Q (202207.270000 sec): 3 clusters
  Score: Raw -580060.561650 + Penalty 2902.152537 = -577158.409112
  nChanged 12
		SP:Iteration 43Q (202207.460000 sec): 3 clusters
  Score: Raw -580061.860533 + Penalty 2902.152537 = -577159.707996
  nChanged 8
		SP:Iteration 44Q (202207.660000 sec): 3 clusters
  Score: Raw -580063.148931 + Penalty 2902.152537 = -577160.996394
  nChanged 8
		SP:Iteration 45Q (202207.860000 sec): 3 clusters
  Score: Raw -580064.897515 + Penalty 2902.152537 = -577162.744978
  nChanged 6
		SP:Iteration 46Q (202208.100000 sec): 3 clusters
  Score: Raw -580065.736158 + Penalty 2902.152537 = -577163.583621
  nChanged 5
		SP:Iteration 47Q (202208.260000 sec): 3 clusters
  Score: Raw -580066.588761 + Penalty 2902.152537 = -577164.436224
  nChanged 6
		SP:Iteration 48Q (202208.490000 sec): 3 clusters
  Score: Raw -580067.605220 + Penalty 2902.152537 = -577165.452683
  nChanged 6
		SP:Iteration 49Q (202208.750000 sec): 3 clusters
  Score: Raw -580069.344428 + Penalty 2902.152537 = -577167.191891
  nChanged 11
		SP:Iteration 50Q (202208.950000 sec): 3 clusters
  Score: Raw -580071.355544 + Penalty 2902.152537 = -577169.203006
  nChanged 8
		SP:Iteration 51Q (202209.170000 sec): 3 clusters
  Score: Raw -580072.304372 + Penalty 2902.152537 = -577170.151835
  nChanged 8
		SP:Iteration 52Q (202209.360000 sec): 3 clusters
  Score: Raw -580073.105711 + Penalty 2902.152537 = -577170.953173
  nChanged 7
		SP:Iteration 53Q (202209.590000 sec): 3 clusters
  Score: Raw -580073.862033 + Penalty 2902.152537 = -577171.709496
  nChanged 10
		SP:Iteration 54Q (202209.810000 sec): 3 clusters
  Score: Raw -580075.301563 + Penalty 2902.152537 = -577173.149026
  nChanged 10
		SP:Iteration 55Q (202209.970000 sec): 3 clusters
  Score: Raw -580077.088495 + Penalty 2902.152537 = -577174.935957
  nChanged 12
		SP:Iteration 56Q (202210.200000 sec): 3 clusters
  Score: Raw -580079.165706 + Penalty 2902.152537 = -577177.013168
  nChanged 10
		SP:Iteration 57Q (202210.380000 sec): 3 clusters
  Score: Raw -580080.545105 + Penalty 2902.152537 = -577178.392567
  nChanged 11
		SP:Iteration 58Q (202210.580000 sec): 3 clusters
  Score: Raw -580082.058536 + Penalty 2902.152537 = -577179.905999
  nChanged 11
		SP:Iteration 59Q (202210.780000 sec): 3 clusters
  Score: Raw -580083.628849 + Penalty 2902.152537 = -577181.476312
  nChanged 8
		SP:Iteration 60F (202211.060000 sec): 3 clusters
  Score: Raw -580084.833954 + Penalty 2902.152537 = -577182.681416
  nChanged 4
		SP:Iteration 61Q (202211.230000 sec): 3 clusters
  Score: Raw -580085.243599 + Penalty 2902.152537 = -577183.091061
  nChanged 5
		SP:Iteration 62Q (202211.390000 sec): 3 clusters
  Score: Raw -580085.666275 + Penalty 2902.152537 = -577183.513738
  nChanged 3
		SP:Iteration 63Q (202211.620000 sec): 3 clusters
  Score: Raw -580085.933859 + Penalty 2902.152537 = -577183.781322
  nChanged 1
		SP:Iteration 64Q (202211.810000 sec): 3 clusters
  Score: Raw -580086.036103 + Penalty 2902.152537 = -577183.883565
  nChanged 2
		SP:Iteration 65Q (202211.990000 sec): 3 clusters
  Score: Raw -580086.222895 + Penalty 2902.152537 = -577184.070358
  nChanged 1
		SP:Iteration 66Q (202212.210000 sec): 3 clusters
  Score: Raw -580086.278836 + Penalty 2902.152537 = -577184.126298
  nChanged 0
		SP:Iteration 67F (202212.390000 sec): 3 clusters
  Score: Raw -580086.278836 + Penalty 2902.152537 = -577184.126298
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 51 (6869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202212.550000 sec): 2 clusters
  Score: Raw -574612.013269 + Penalty 1435.650745 = -573176.362524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202212.750000 sec): 3 clusters
  Score: Raw -570904.228656 + Penalty 2871.301490 = -568032.927166
  nChanged 2901
		SP:Iteration 1F (202212.930000 sec): 3 clusters
  Score: Raw -572479.195401 + Penalty 2871.301490 = -569607.893911
  nChanged 513
		SP:Iteration 2F (202213.130000 sec): 3 clusters
  Score: Raw -572758.459522 + Penalty 2871.301490 = -569887.158032
  nChanged 431
		SP:Iteration 3F (202213.340000 sec): 3 clusters
  Score: Raw -572980.950298 + Penalty 2871.301490 = -570109.648809
  nChanged 324
		SP:Iteration 4Q (202213.550000 sec): 3 clusters
  Score: Raw -573129.288962 + Penalty 2871.301490 = -570257.987472
  nChanged 277
		SP:Iteration 5Q (202213.770000 sec): 3 clusters
  Score: Raw -573271.920467 + Penalty 2871.301490 = -570400.618977
  nChanged 289
		SP:Iteration 6Q (202214.020000 sec): 3 clusters
  Score: Raw -573451.739418 + Penalty 2871.301490 = -570580.437929
  nChanged 327
		SP:Iteration 7Q (202214.210000 sec): 3 clusters
  Score: Raw -573660.878125 + Penalty 2871.301490 = -570789.576635
  nChanged 329
		SP:Iteration 8Q (202214.430000 sec): 3 clusters
  Score: Raw -573870.257083 + Penalty 2871.301490 = -570998.955594
  nChanged 328
		SP:Iteration 9Q (202214.670000 sec): 3 clusters
  Score: Raw -574104.551240 + Penalty 2871.301490 = -571233.249751
  nChanged 302
		SP:Iteration 10Q (202214.860000 sec): 3 clusters
  Score: Raw -574303.411147 + Penalty 2871.301490 = -571432.109657
  nChanged 275
		SP:Iteration 11Q (202215.050000 sec): 3 clusters
  Score: Raw -574481.431876 + Penalty 2871.301490 = -571610.130386
  nChanged 238
		SP:Iteration 12Q (202215.280000 sec): 3 clusters
  Score: Raw -574626.315968 + Penalty 2871.301490 = -571755.014478
  nChanged 187
		SP:Iteration 13Q (202215.460000 sec): 3 clusters
  Score: Raw -574730.957440 + Penalty 2871.301490 = -571859.655950
  nChanged 164
		SP:Iteration 14Q (202215.660000 sec): 3 clusters
  Score: Raw -574817.298008 + Penalty 2871.301490 = -571945.996518
  nChanged 126
		SP:Iteration 15Q (202215.870000 sec): 3 clusters
  Score: Raw -574871.543364 + Penalty 2871.301490 = -572000.241875
  nChanged 75
		SP:Iteration 16Q (202216.040000 sec): 3 clusters
  Score: Raw -574895.466019 + Penalty 2871.301490 = -572024.164529
  nChanged 59
		SP:Iteration 17Q (202216.300000 sec): 3 clusters
  Score: Raw -574912.167076 + Penalty 2871.301490 = -572040.865587
  nChanged 36
		SP:Iteration 18Q (202216.480000 sec): 3 clusters
  Score: Raw -574921.644619 + Penalty 2871.301490 = -572050.343129
  nChanged 26
		SP:Iteration 19Q (202216.720000 sec): 3 clusters
  Score: Raw -574928.971539 + Penalty 2871.301490 = -572057.670049
  nChanged 19
		SP:Iteration 20F (202216.920000 sec): 3 clusters
  Score: Raw -574935.523872 + Penalty 2871.301490 = -572064.222383
  nChanged 22
		SP:Iteration 21Q (202217.160000 sec): 3 clusters
  Score: Raw -574943.661467 + Penalty 2871.301490 = -572072.359977
  nChanged 21
		SP:Iteration 22Q (202217.360000 sec): 3 clusters
  Score: Raw -574949.621760 + Penalty 2871.301490 = -572078.320270
  nChanged 15
		SP:Iteration 23Q (202217.580000 sec): 3 clusters
  Score: Raw -574951.987536 + Penalty 2871.301490 = -572080.686046
  nChanged 9
		SP:Iteration 24Q (202217.790000 sec): 3 clusters
  Score: Raw -574953.434991 + Penalty 2871.301490 = -572082.133502
  nChanged 4
		SP:Iteration 25Q (202218.010000 sec): 3 clusters
  Score: Raw -574954.326803 + Penalty 2871.301490 = -572083.025313
  nChanged 4
		SP:Iteration 26Q (202218.230000 sec): 3 clusters
  Score: Raw -574955.217262 + Penalty 2871.301490 = -572083.915773
  nChanged 6
		SP:Iteration 27Q (202218.440000 sec): 3 clusters
  Score: Raw -574956.889568 + Penalty 2871.301490 = -572085.588079
  nChanged 6
		SP:Iteration 28Q (202218.640000 sec): 3 clusters
  Score: Raw -574958.947329 + Penalty 2871.301490 = -572087.645839
  nChanged 8
		SP:Iteration 29Q (202218.860000 sec): 3 clusters
  Score: Raw -574960.702023 + Penalty 2871.301490 = -572089.400533
  nChanged 5
		SP:Iteration 30Q (202219.020000 sec): 3 clusters
  Score: Raw -574961.686269 + Penalty 2871.301490 = -572090.384779
  nChanged 3
		SP:Iteration 31Q (202219.220000 sec): 3 clusters
  Score: Raw -574962.635542 + Penalty 2871.301490 = -572091.334052
  nChanged 5
		SP:Iteration 32Q (202219.420000 sec): 3 clusters
  Score: Raw -574963.796933 + Penalty 2871.301490 = -572092.495443
  nChanged 7
		SP:Iteration 33Q (202219.620000 sec): 3 clusters
  Score: Raw -574965.428857 + Penalty 2871.301490 = -572094.127368
  nChanged 7
		SP:Iteration 34Q (202219.820000 sec): 3 clusters
  Score: Raw -574968.083660 + Penalty 2871.301490 = -572096.782171
  nChanged 10
		SP:Iteration 35Q (202220.030000 sec): 3 clusters
  Score: Raw -574970.514355 + Penalty 2871.301490 = -572099.212865
  nChanged 8
		SP:Iteration 36Q (202220.270000 sec): 3 clusters
  Score: Raw -574972.383864 + Penalty 2871.301490 = -572101.082374
  nChanged 9
		SP:Iteration 37Q (202220.480000 sec): 3 clusters
  Score: Raw -574974.689408 + Penalty 2871.301490 = -572103.387918
  nChanged 9
		SP:Iteration 38Q (202220.720000 sec): 3 clusters
  Score: Raw -574977.925150 + Penalty 2871.301490 = -572106.623660
  nChanged 11
		SP:Iteration 39Q (202220.960000 sec): 3 clusters
  Score: Raw -574980.976847 + Penalty 2871.301490 = -572109.675357
  nChanged 7
		SP:Iteration 40F (202221.140000 sec): 3 clusters
  Score: Raw -574983.156813 + Penalty 2871.301490 = -572111.855324
  nChanged 9
		SP:Iteration 41Q (202221.340000 sec): 3 clusters
  Score: Raw -574985.687923 + Penalty 2871.301490 = -572114.386433
  nChanged 11
		SP:Iteration 42Q (202221.600000 sec): 3 clusters
  Score: Raw -574990.319909 + Penalty 2871.301490 = -572119.018420
  nChanged 18
		SP:Iteration 43Q (202221.810000 sec): 3 clusters
  Score: Raw -574996.053106 + Penalty 2871.301490 = -572124.751616
  nChanged 17
		SP:Iteration 44Q (202221.990000 sec): 3 clusters
  Score: Raw -575000.805485 + Penalty 2871.301490 = -572129.503996
  nChanged 13
		SP:Iteration 45Q (202222.240000 sec): 3 clusters
  Score: Raw -575004.575972 + Penalty 2871.301490 = -572133.274482
  nChanged 16
		SP:Iteration 46Q (202222.430000 sec): 3 clusters
  Score: Raw -575010.570066 + Penalty 2871.301490 = -572139.268576
  nChanged 16
		SP:Iteration 47Q (202222.640000 sec): 3 clusters
  Score: Raw -575017.381269 + Penalty 2871.301490 = -572146.079780
  nChanged 22
		SP:Iteration 48Q (202222.880000 sec): 3 clusters
  Score: Raw -575026.346918 + Penalty 2871.301490 = -572155.045429
  nChanged 19
		SP:Iteration 49Q (202223.070000 sec): 3 clusters
  Score: Raw -575033.478269 + Penalty 2871.301490 = -572162.176780
  nChanged 20
		SP:Iteration 50Q (202223.270000 sec): 3 clusters
  Score: Raw -575041.693732 + Penalty 2871.301490 = -572170.392242
  nChanged 22
		SP:Iteration 51Q (202223.480000 sec): 3 clusters
  Score: Raw -575050.022742 + Penalty 2871.301490 = -572178.721252
  nChanged 25
		SP:Iteration 52Q (202223.680000 sec): 3 clusters
  Score: Raw -575055.903209 + Penalty 2871.301490 = -572184.601719
  nChanged 12
		SP:Iteration 53Q (202223.910000 sec): 3 clusters
  Score: Raw -575059.820776 + Penalty 2871.301490 = -572188.519287
  nChanged 7
		SP:Iteration 54Q (202224.160000 sec): 3 clusters
  Score: Raw -575061.538143 + Penalty 2871.301490 = -572190.236653
  nChanged 7
		SP:Iteration 55Q (202224.340000 sec): 3 clusters
  Score: Raw -575063.934642 + Penalty 2871.301490 = -572192.633152
  nChanged 8
		SP:Iteration 56Q (202224.580000 sec): 3 clusters
  Score: Raw -575065.751749 + Penalty 2871.301490 = -572194.450259
  nChanged 6
		SP:Iteration 57Q (202224.840000 sec): 3 clusters
  Score: Raw -575069.033214 + Penalty 2871.301490 = -572197.731724
  nChanged 9
		SP:Iteration 58Q (202225.020000 sec): 3 clusters
  Score: Raw -575072.170041 + Penalty 2871.301490 = -572200.868552
  nChanged 8
		SP:Iteration 59Q (202225.220000 sec): 3 clusters
  Score: Raw -575074.123681 + Penalty 2871.301490 = -572202.822191
  nChanged 5
		SP:Iteration 60F (202225.460000 sec): 3 clusters
  Score: Raw -575075.828283 + Penalty 2871.301490 = -572204.526793
  nChanged 7
		SP:Iteration 61Q (202225.690000 sec): 3 clusters
  Score: Raw -575077.494639 + Penalty 2871.301490 = -572206.193149
  nChanged 4
		SP:Iteration 62Q (202225.910000 sec): 3 clusters
  Score: Raw -575078.415916 + Penalty 2871.301490 = -572207.114426
  nChanged 5
		SP:Iteration 63Q (202226.160000 sec): 3 clusters
  Score: Raw -575080.287215 + Penalty 2871.301490 = -572208.985725
  nChanged 6
		SP:Iteration 64Q (202226.400000 sec): 3 clusters
  Score: Raw -575081.789629 + Penalty 2871.301490 = -572210.488139
  nChanged 6
		SP:Iteration 65Q (202226.610000 sec): 3 clusters
  Score: Raw -575083.205781 + Penalty 2871.301490 = -572211.904292
  nChanged 3
		SP:Iteration 66Q (202226.860000 sec): 3 clusters
  Score: Raw -575083.938444 + Penalty 2871.301490 = -572212.636955
  nChanged 4
		SP:Iteration 67Q (202227.070000 sec): 3 clusters
  Score: Raw -575085.505158 + Penalty 2871.301490 = -572214.203669
  nChanged 4
		SP:Iteration 68Q (202227.280000 sec): 3 clusters
  Score: Raw -575086.185723 + Penalty 2871.301490 = -572214.884233
  nChanged 2
		SP:Iteration 69Q (202227.520000 sec): 3 clusters
  Score: Raw -575087.044290 + Penalty 2871.301490 = -572215.742800
  nChanged 3
		SP:Iteration 70Q (202227.690000 sec): 3 clusters
  Score: Raw -575087.927327 + Penalty 2871.301490 = -572216.625838
  nChanged 3
		SP:Iteration 71Q (202227.960000 sec): 3 clusters
  Score: Raw -575088.345745 + Penalty 2871.301490 = -572217.044255
  nChanged 3
		SP:Iteration 72Q (202228.170000 sec): 3 clusters
  Score: Raw -575088.901313 + Penalty 2871.301490 = -572217.599823
  nChanged 3
		SP:Iteration 73Q (202228.380000 sec): 3 clusters
  Score: Raw -575089.496171 + Penalty 2871.301490 = -572218.194681
  nChanged 6
		SP:Iteration 74Q (202228.620000 sec): 3 clusters
  Score: Raw -575090.986927 + Penalty 2871.301490 = -572219.685438
  nChanged 5
		SP:Iteration 75Q (202228.820000 sec): 3 clusters
  Score: Raw -575092.468142 + Penalty 2871.301490 = -572221.166652
  nChanged 3
		SP:Iteration 76Q (202229.010000 sec): 3 clusters
  Score: Raw -575093.052714 + Penalty 2871.301490 = -572221.751224
  nChanged 0
		SP:Iteration 77F (202229.240000 sec): 3 clusters
  Score: Raw -575093.052714 + Penalty 2871.301490 = -572221.751224
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 52 (861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202229.340000 sec): 2 clusters
  Score: Raw -71679.845971 + Penalty 1098.190357 = -70581.655614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202229.540000 sec): 3 clusters
  Score: Raw -71420.572853 + Penalty 2196.380714 = -69224.192139
  nChanged 234
		SP:Iteration 1F (202229.720000 sec): 3 clusters
  Score: Raw -71632.566322 + Penalty 2196.380714 = -69436.185609
  nChanged 55
		SP:Iteration 2F (202229.920000 sec): 3 clusters
  Score: Raw -71704.671260 + Penalty 2196.380714 = -69508.290546
  nChanged 40
		SP:Iteration 3Q (202230.080000 sec): 3 clusters
  Score: Raw -71749.908370 + Penalty 2196.380714 = -69553.527657
  nChanged 32
		SP:Iteration 4Q (202230.260000 sec): 3 clusters
  Score: Raw -71789.136273 + Penalty 2196.380714 = -69592.755559
  nChanged 29
		SP:Iteration 5Q (202230.450000 sec): 3 clusters
  Score: Raw -71827.488931 + Penalty 2196.380714 = -69631.108218
  nChanged 25
		SP:Iteration 6Q (202230.610000 sec): 3 clusters
  Score: Raw -71861.144188 + Penalty 2196.380714 = -69664.763474
  nChanged 16
		SP:Iteration 7Q (202230.780000 sec): 3 clusters
  Score: Raw -71889.021068 + Penalty 2196.380714 = -69692.640354
  nChanged 22
		SP:Iteration 8Q (202230.980000 sec): 3 clusters
  Score: Raw -71921.505336 + Penalty 2196.380714 = -69725.124622
  nChanged 14
		SP:Iteration 9Q (202231.160000 sec): 3 clusters
  Score: Raw -71944.844566 + Penalty 2196.380714 = -69748.463852
  nChanged 14
		SP:Iteration 10Q (202231.370000 sec): 3 clusters
  Score: Raw -71963.346367 + Penalty 2196.380714 = -69766.965653
  nChanged 9
		SP:Iteration 11Q (202231.550000 sec): 3 clusters
  Score: Raw -71980.139428 + Penalty 2196.380714 = -69783.758714
  nChanged 8
		SP:Iteration 12Q (202231.710000 sec): 3 clusters
  Score: Raw -71986.536057 + Penalty 2196.380714 = -69790.155343
  nChanged 5
		SP:Iteration 13Q (202231.860000 sec): 3 clusters
  Score: Raw -71991.330663 + Penalty 2196.380714 = -69794.949949
  nChanged 9
		SP:Iteration 14Q (202232.020000 sec): 3 clusters
  Score: Raw -72004.520539 + Penalty 2196.380714 = -69808.139825
  nChanged 9
		SP:Iteration 15Q (202232.200000 sec): 3 clusters
  Score: Raw -72012.990333 + Penalty 2196.380714 = -69816.609619
  nChanged 4
		SP:Iteration 16Q (202232.390000 sec): 3 clusters
  Score: Raw -72016.475427 + Penalty 2196.380714 = -69820.094713
  nChanged 3
		SP:Iteration 17Q (202232.560000 sec): 3 clusters
  Score: Raw -72018.189749 + Penalty 2196.380714 = -69821.809036
  nChanged 2
		SP:Iteration 18Q (202232.720000 sec): 3 clusters
  Score: Raw -72020.520001 + Penalty 2196.380714 = -69824.139287
  nChanged 2
		SP:Iteration 19Q (202232.910000 sec): 3 clusters
  Score: Raw -72022.291050 + Penalty 2196.380714 = -69825.910336
  nChanged 1
		SP:Iteration 20F (202233.110000 sec): 3 clusters
  Score: Raw -72023.653822 + Penalty 2196.380714 = -69827.273108
  nChanged 1
		SP:Iteration 21Q (202233.310000 sec): 3 clusters
  Score: Raw -72024.247298 + Penalty 2196.380714 = -69827.866584
  nChanged 1
		SP:Iteration 22Q (202233.480000 sec): 3 clusters
  Score: Raw -72025.810097 + Penalty 2196.380714 = -69829.429383
  nChanged 0
		SP:Iteration 23F (202233.690000 sec): 3 clusters
  Score: Raw -72025.810097 + Penalty 2196.380714 = -69829.429383
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 53 (3096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202233.810000 sec): 2 clusters
  Score: Raw -228038.904065 + Penalty 1306.153263 = -226732.750802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202234.010000 sec): 3 clusters
  Score: Raw -226597.275607 + Penalty 2612.306526 = -223984.969080
  nChanged 1197
		SP:Iteration 1F (202234.200000 sec): 3 clusters
  Score: Raw -227547.140679 + Penalty 2612.306526 = -224934.834152
  nChanged 327
		SP:Iteration 2F (202234.380000 sec): 3 clusters
  Score: Raw -227977.003721 + Penalty 2612.306526 = -225364.697195
  nChanged 260
		SP:Iteration 3F (202234.530000 sec): 3 clusters
  Score: Raw -228345.790568 + Penalty 2612.306526 = -225733.484042
  nChanged 209
		SP:Iteration 4F (202234.720000 sec): 3 clusters
  Score: Raw -228610.905173 + Penalty 2612.306526 = -225998.598647
  nChanged 177
		SP:Iteration 5F (202234.910000 sec): 3 clusters
  Score: Raw -228782.342854 + Penalty 2612.306526 = -226170.036328
  nChanged 112
		SP:Iteration 6Q (202235.080000 sec): 3 clusters
  Score: Raw -228863.062147 + Penalty 2612.306526 = -226250.755620
  nChanged 53
		SP:Iteration 7Q (202235.250000 sec): 3 clusters
  Score: Raw -228895.941926 + Penalty 2612.306526 = -226283.635400
  nChanged 39
		SP:Iteration 8Q (202235.470000 sec): 3 clusters
  Score: Raw -228914.912582 + Penalty 2612.306526 = -226302.606056
  nChanged 25
		SP:Iteration 9Q (202235.640000 sec): 3 clusters
  Score: Raw -228925.137369 + Penalty 2612.306526 = -226312.830843
  nChanged 18
		SP:Iteration 10Q (202235.820000 sec): 3 clusters
  Score: Raw -228932.539595 + Penalty 2612.306526 = -226320.233069
  nChanged 9
		SP:Iteration 11Q (202235.980000 sec): 3 clusters
  Score: Raw -228937.393264 + Penalty 2612.306526 = -226325.086738
  nChanged 13
		SP:Iteration 12Q (202236.190000 sec): 3 clusters
  Score: Raw -228944.246874 + Penalty 2612.306526 = -226331.940348
  nChanged 9
		SP:Iteration 13Q (202236.390000 sec): 3 clusters
  Score: Raw -228946.820718 + Penalty 2612.306526 = -226334.514192
  nChanged 3
		SP:Iteration 14Q (202236.560000 sec): 3 clusters
  Score: Raw -228947.480893 + Penalty 2612.306526 = -226335.174366
  nChanged 3
		SP:Iteration 15Q (202236.780000 sec): 3 clusters
  Score: Raw -228948.683523 + Penalty 2612.306526 = -226336.376996
  nChanged 2
		SP:Iteration 16Q (202236.960000 sec): 3 clusters
  Score: Raw -228948.868871 + Penalty 2612.306526 = -226336.562345
  nChanged 1
		SP:Iteration 17Q (202237.180000 sec): 3 clusters
  Score: Raw -228948.948645 + Penalty 2612.306526 = -226336.642119
  nChanged 1
		SP:Iteration 18Q (202237.400000 sec): 3 clusters
  Score: Raw -228949.062826 + Penalty 2612.306526 = -226336.756299
  nChanged 0
		SP:Iteration 19F (202237.570000 sec): 3 clusters
  Score: Raw -228949.062826 + Penalty 2612.306526 = -226336.756299
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 54 (3476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202237.710000 sec): 2 clusters
  Score: Raw -309934.382960 + Penalty 1324.966092 = -308609.416868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202237.920000 sec): 3 clusters
  Score: Raw -308164.670034 + Penalty 2649.932183 = -305514.737851
  nChanged 1358
		SP:Iteration 1F (202238.110000 sec): 3 clusters
  Score: Raw -308973.155806 + Penalty 2649.932183 = -306323.223623
  nChanged 267
		SP:Iteration 2F (202238.290000 sec): 3 clusters
  Score: Raw -309131.990195 + Penalty 2649.932183 = -306482.058012
  nChanged 175
		SP:Iteration 3F (202238.480000 sec): 3 clusters
  Score: Raw -309215.156010 + Penalty 2649.932183 = -306565.223827
  nChanged 112
		SP:Iteration 4Q (202238.660000 sec): 3 clusters
  Score: Raw -309268.005698 + Penalty 2649.932183 = -306618.073515
  nChanged 85
		SP:Iteration 5Q (202238.850000 sec): 3 clusters
  Score: Raw -309299.261654 + Penalty 2649.932183 = -306649.329471
  nChanged 68
		SP:Iteration 6Q (202239.070000 sec): 3 clusters
  Score: Raw -309324.665803 + Penalty 2649.932183 = -306674.733620
  nChanged 44
		SP:Iteration 7Q (202239.260000 sec): 3 clusters
  Score: Raw -309338.344250 + Penalty 2649.932183 = -306688.412067
  nChanged 37
		SP:Iteration 8Q (202239.440000 sec): 3 clusters
  Score: Raw -309349.802880 + Penalty 2649.932183 = -306699.870697
  nChanged 24
		SP:Iteration 9Q (202239.620000 sec): 3 clusters
  Score: Raw -309357.009869 + Penalty 2649.932183 = -306707.077686
  nChanged 24
		SP:Iteration 10Q (202239.820000 sec): 3 clusters
  Score: Raw -309362.840521 + Penalty 2649.932183 = -306712.908337
  nChanged 21
		SP:Iteration 11Q (202240.030000 sec): 3 clusters
  Score: Raw -309368.380554 + Penalty 2649.932183 = -306718.448371
  nChanged 13
		SP:Iteration 12Q (202240.220000 sec): 3 clusters
  Score: Raw -309372.186939 + Penalty 2649.932183 = -306722.254756
  nChanged 16
		SP:Iteration 13Q (202240.450000 sec): 3 clusters
  Score: Raw -309378.107451 + Penalty 2649.932183 = -306728.175268
  nChanged 14
		SP:Iteration 14Q (202240.620000 sec): 3 clusters
  Score: Raw -309382.820815 + Penalty 2649.932183 = -306732.888632
  nChanged 16
		SP:Iteration 15Q (202240.810000 sec): 3 clusters
  Score: Raw -309387.715092 + Penalty 2649.932183 = -306737.782909
  nChanged 13
		SP:Iteration 16Q (202241.000000 sec): 3 clusters
  Score: Raw -309391.188777 + Penalty 2649.932183 = -306741.256594
  nChanged 11
		SP:Iteration 17Q (202241.210000 sec): 3 clusters
  Score: Raw -309393.964704 + Penalty 2649.932183 = -306744.032521
  nChanged 10
		SP:Iteration 18Q (202241.370000 sec): 3 clusters
  Score: Raw -309396.461475 + Penalty 2649.932183 = -306746.529292
  nChanged 14
		SP:Iteration 19Q (202241.590000 sec): 3 clusters
  Score: Raw -309399.434342 + Penalty 2649.932183 = -306749.502158
  nChanged 13
		SP:Iteration 20F (202241.770000 sec): 3 clusters
  Score: Raw -309402.572028 + Penalty 2649.932183 = -306752.639845
  nChanged 8
		SP:Iteration 21Q (202241.950000 sec): 3 clusters
  Score: Raw -309404.316875 + Penalty 2649.932183 = -306754.384692
  nChanged 7
		SP:Iteration 22Q (202242.150000 sec): 3 clusters
  Score: Raw -309406.035554 + Penalty 2649.932183 = -306756.103371
  nChanged 5
		SP:Iteration 23Q (202242.350000 sec): 3 clusters
  Score: Raw -309407.535066 + Penalty 2649.932183 = -306757.602883
  nChanged 5
		SP:Iteration 24Q (202242.510000 sec): 3 clusters
  Score: Raw -309408.911080 + Penalty 2649.932183 = -306758.978897
  nChanged 3
		SP:Iteration 25Q (202242.690000 sec): 3 clusters
  Score: Raw -309410.433008 + Penalty 2649.932183 = -306760.500825
  nChanged 5
		SP:Iteration 26Q (202242.880000 sec): 3 clusters
  Score: Raw -309412.249902 + Penalty 2649.932183 = -306762.317719
  nChanged 6
		SP:Iteration 27Q (202243.060000 sec): 3 clusters
  Score: Raw -309413.556416 + Penalty 2649.932183 = -306763.624233
  nChanged 6
		SP:Iteration 28Q (202243.200000 sec): 3 clusters
  Score: Raw -309415.399091 + Penalty 2649.932183 = -306765.466908
  nChanged 11
		SP:Iteration 29Q (202243.410000 sec): 3 clusters
  Score: Raw -309417.644022 + Penalty 2649.932183 = -306767.711839
  nChanged 9
		SP:Iteration 30Q (202243.580000 sec): 3 clusters
  Score: Raw -309420.309632 + Penalty 2649.932183 = -306770.377449
  nChanged 8
		SP:Iteration 31Q (202243.760000 sec): 3 clusters
  Score: Raw -309423.005680 + Penalty 2649.932183 = -306773.073497
  nChanged 6
		SP:Iteration 32Q (202243.960000 sec): 3 clusters
  Score: Raw -309424.434125 + Penalty 2649.932183 = -306774.501942
  nChanged 3
		SP:Iteration 33Q (202244.120000 sec): 3 clusters
  Score: Raw -309425.259279 + Penalty 2649.932183 = -306775.327096
  nChanged 3
		SP:Iteration 34Q (202244.370000 sec): 3 clusters
  Score: Raw -309425.579388 + Penalty 2649.932183 = -306775.647205
  nChanged 2
		SP:Iteration 35Q (202244.600000 sec): 3 clusters
  Score: Raw -309426.007163 + Penalty 2649.932183 = -306776.074980
  nChanged 1
		SP:Iteration 36Q (202244.800000 sec): 3 clusters
  Score: Raw -309426.557827 + Penalty 2649.932183 = -306776.625644
  nChanged 2
		SP:Iteration 37Q (202244.960000 sec): 3 clusters
  Score: Raw -309426.887100 + Penalty 2649.932183 = -306776.954917
  nChanged 0
		SP:Iteration 38F (202245.160000 sec): 3 clusters
  Score: Raw -309426.887100 + Penalty 2649.932183 = -306776.954917
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 55 (8198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202245.270000 sec): 2 clusters
  Score: Raw -702207.716305 + Penalty 1464.392394 = -700743.323911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202245.480000 sec): 3 clusters
  Score: Raw -697639.892457 + Penalty 2928.784788 = -694711.107669
  nChanged 3473
		SP:Iteration 1F (202245.680000 sec): 3 clusters
  Score: Raw -699568.053048 + Penalty 2928.784788 = -696639.268261
  nChanged 517
		SP:Iteration 2F (202245.880000 sec): 3 clusters
  Score: Raw -699829.151051 + Penalty 2928.784788 = -696900.366263
  nChanged 454
		SP:Iteration 3F (202246.110000 sec): 3 clusters
  Score: Raw -700058.401676 + Penalty 2928.784788 = -697129.616888
  nChanged 421
		SP:Iteration 4F (202246.300000 sec): 3 clusters
  Score: Raw -700275.064218 + Penalty 2928.784788 = -697346.279430
  nChanged 380
		SP:Iteration 5Q (202246.490000 sec): 3 clusters
  Score: Raw -700480.152379 + Penalty 2928.784788 = -697551.367591
  nChanged 381
		SP:Iteration 6Q (202246.690000 sec): 3 clusters
  Score: Raw -700699.046379 + Penalty 2928.784788 = -697770.261591
  nChanged 361
		SP:Iteration 7Q (202246.880000 sec): 3 clusters
  Score: Raw -700935.334754 + Penalty 2928.784788 = -698006.549966
  nChanged 362
		SP:Iteration 8Q (202247.060000 sec): 3 clusters
  Score: Raw -701182.851125 + Penalty 2928.784788 = -698254.066337
  nChanged 317
		SP:Iteration 9Q (202247.280000 sec): 3 clusters
  Score: Raw -701417.356382 + Penalty 2928.784788 = -698488.571595
  nChanged 285
		SP:Iteration 10Q (202247.510000 sec): 3 clusters
  Score: Raw -701640.372426 + Penalty 2928.784788 = -698711.587638
  nChanged 231
		SP:Iteration 11Q (202247.720000 sec): 3 clusters
  Score: Raw -701823.251613 + Penalty 2928.784788 = -698894.466825
  nChanged 199
		SP:Iteration 12Q (202247.880000 sec): 3 clusters
  Score: Raw -701978.751274 + Penalty 2928.784788 = -699049.966486
  nChanged 169
		SP:Iteration 13Q (202248.100000 sec): 3 clusters
  Score: Raw -702143.065190 + Penalty 2928.784788 = -699214.280402
  nChanged 146
		SP:Iteration 14Q (202248.310000 sec): 3 clusters
  Score: Raw -702283.037262 + Penalty 2928.784788 = -699354.252474
  nChanged 113
		SP:Iteration 15Q (202248.480000 sec): 3 clusters
  Score: Raw -702370.281396 + Penalty 2928.784788 = -699441.496608
  nChanged 87
		SP:Iteration 16Q (202248.680000 sec): 3 clusters
  Score: Raw -702424.229590 + Penalty 2928.784788 = -699495.444802
  nChanged 63
		SP:Iteration 17Q (202248.920000 sec): 3 clusters
  Score: Raw -702469.246293 + Penalty 2928.784788 = -699540.461505
  nChanged 38
		SP:Iteration 18Q (202249.070000 sec): 3 clusters
  Score: Raw -702491.480058 + Penalty 2928.784788 = -699562.695270
  nChanged 33
		SP:Iteration 19Q (202249.290000 sec): 3 clusters
  Score: Raw -702511.840967 + Penalty 2928.784788 = -699583.056179
  nChanged 28
		SP:Iteration 20F (202249.460000 sec): 3 clusters
  Score: Raw -702528.001415 + Penalty 2928.784788 = -699599.216627
  nChanged 32
		SP:Iteration 21Q (202249.630000 sec): 3 clusters
  Score: Raw -702544.464293 + Penalty 2928.784788 = -699615.679505
  nChanged 21
		SP:Iteration 22Q (202249.840000 sec): 3 clusters
  Score: Raw -702556.418639 + Penalty 2928.784788 = -699627.633851
  nChanged 26
		SP:Iteration 23Q (202250.020000 sec): 3 clusters
  Score: Raw -702575.225455 + Penalty 2928.784788 = -699646.440667
  nChanged 27
		SP:Iteration 24Q (202250.200000 sec): 3 clusters
  Score: Raw -702595.930383 + Penalty 2928.784788 = -699667.145595
  nChanged 28
		SP:Iteration 25Q (202250.390000 sec): 3 clusters
  Score: Raw -702615.302726 + Penalty 2928.784788 = -699686.517938
  nChanged 35
		SP:Iteration 26Q (202250.590000 sec): 3 clusters
  Score: Raw -702643.406367 + Penalty 2928.784788 = -699714.621579
  nChanged 32
		SP:Iteration 27Q (202250.820000 sec): 3 clusters
  Score: Raw -702668.682429 + Penalty 2928.784788 = -699739.897641
  nChanged 39
		SP:Iteration 28Q (202250.960000 sec): 3 clusters
  Score: Raw -702703.458795 + Penalty 2928.784788 = -699774.674007
  nChanged 37
		SP:Iteration 29Q (202251.210000 sec): 3 clusters
  Score: Raw -702730.644822 + Penalty 2928.784788 = -699801.860035
  nChanged 35
		SP:Iteration 30Q (202251.360000 sec): 3 clusters
  Score: Raw -702755.834838 + Penalty 2928.784788 = -699827.050051
  nChanged 24
		SP:Iteration 31Q (202251.600000 sec): 3 clusters
  Score: Raw -702769.843503 + Penalty 2928.784788 = -699841.058716
  nChanged 20
		SP:Iteration 32Q (202251.780000 sec): 3 clusters
  Score: Raw -702787.256286 + Penalty 2928.784788 = -699858.471498
  nChanged 23
		SP:Iteration 33Q (202251.970000 sec): 3 clusters
  Score: Raw -702805.376553 + Penalty 2928.784788 = -699876.591766
  nChanged 26
		SP:Iteration 34Q (202252.150000 sec): 3 clusters
  Score: Raw -702826.324753 + Penalty 2928.784788 = -699897.539965
  nChanged 21
		SP:Iteration 35Q (202252.390000 sec): 3 clusters
  Score: Raw -702846.607796 + Penalty 2928.784788 = -699917.823008
  nChanged 18
		SP:Iteration 36Q (202252.530000 sec): 3 clusters
  Score: Raw -702859.203248 + Penalty 2928.784788 = -699930.418460
  nChanged 15
		SP:Iteration 37Q (202252.740000 sec): 3 clusters
  Score: Raw -702871.070769 + Penalty 2928.784788 = -699942.285981
  nChanged 8
		SP:Iteration 38Q (202252.920000 sec): 3 clusters
  Score: Raw -702875.713823 + Penalty 2928.784788 = -699946.929035
  nChanged 8
		SP:Iteration 39Q (202253.090000 sec): 3 clusters
  Score: Raw -702878.928263 + Penalty 2928.784788 = -699950.143475
  nChanged 3
		SP:Iteration 40F (202253.340000 sec): 3 clusters
  Score: Raw -702880.221470 + Penalty 2928.784788 = -699951.436682
  nChanged 3
		SP:Iteration 41Q (202253.500000 sec): 3 clusters
  Score: Raw -702881.757958 + Penalty 2928.784788 = -699952.973170
  nChanged 2
		SP:Iteration 42Q (202253.740000 sec): 3 clusters
  Score: Raw -702883.516282 + Penalty 2928.784788 = -699954.731494
  nChanged 5
		SP:Iteration 43Q (202253.940000 sec): 3 clusters
  Score: Raw -702885.785049 + Penalty 2928.784788 = -699957.000261
  nChanged 4
		SP:Iteration 44Q (202254.130000 sec): 3 clusters
  Score: Raw -702888.356639 + Penalty 2928.784788 = -699959.571851
  nChanged 3
		SP:Iteration 45Q (202254.360000 sec): 3 clusters
  Score: Raw -702889.690357 + Penalty 2928.784788 = -699960.905569
  nChanged 3
		SP:Iteration 46Q (202254.560000 sec): 3 clusters
  Score: Raw -702891.305168 + Penalty 2928.784788 = -699962.520380
  nChanged 6
		SP:Iteration 47Q (202254.730000 sec): 3 clusters
  Score: Raw -702893.882361 + Penalty 2928.784788 = -699965.097573
  nChanged 5
		SP:Iteration 48Q (202254.930000 sec): 3 clusters
  Score: Raw -702896.655658 + Penalty 2928.784788 = -699967.870870
  nChanged 5
		SP:Iteration 49Q (202255.100000 sec): 3 clusters
  Score: Raw -702899.545879 + Penalty 2928.784788 = -699970.761091
  nChanged 6
		SP:Iteration 50Q (202255.300000 sec): 3 clusters
  Score: Raw -702903.963969 + Penalty 2928.784788 = -699975.179181
  nChanged 6
		SP:Iteration 51Q (202255.540000 sec): 3 clusters
  Score: Raw -702905.950360 + Penalty 2928.784788 = -699977.165572
  nChanged 2
		SP:Iteration 52Q (202255.740000 sec): 3 clusters
  Score: Raw -702906.629666 + Penalty 2928.784788 = -699977.844878
  nChanged 0
		SP:Iteration 53F (202255.960000 sec): 3 clusters
  Score: Raw -702906.629666 + Penalty 2928.784788 = -699977.844878
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 56 (6392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202256.080000 sec): 2 clusters
  Score: Raw -502178.009153 + Penalty 1423.955404 = -500754.053749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202256.290000 sec): 3 clusters
  Score: Raw -498786.101768 + Penalty 2847.910808 = -495938.190960
  nChanged 2625
		SP:Iteration 1F (202256.510000 sec): 3 clusters
  Score: Raw -500376.328464 + Penalty 2847.910808 = -497528.417656
  nChanged 503
		SP:Iteration 2F (202256.700000 sec): 3 clusters
  Score: Raw -500672.866888 + Penalty 2847.910808 = -497824.956080
  nChanged 388
		SP:Iteration 3F (202256.910000 sec): 3 clusters
  Score: Raw -500922.524082 + Penalty 2847.910808 = -498074.613273
  nChanged 368
		SP:Iteration 4F (202257.100000 sec): 3 clusters
  Score: Raw -501190.985270 + Penalty 2847.910808 = -498343.074462
  nChanged 348
		SP:Iteration 5F (202257.290000 sec): 3 clusters
  Score: Raw -501440.264721 + Penalty 2847.910808 = -498592.353913
  nChanged 309
		SP:Iteration 6Q (202257.500000 sec): 3 clusters
  Score: Raw -501651.166268 + Penalty 2847.910808 = -498803.255459
  nChanged 260
		SP:Iteration 7Q (202257.740000 sec): 3 clusters
  Score: Raw -501808.532053 + Penalty 2847.910808 = -498960.621244
  nChanged 232
		SP:Iteration 8Q (202257.950000 sec): 3 clusters
  Score: Raw -501933.811683 + Penalty 2847.910808 = -499085.900874
  nChanged 189
		SP:Iteration 9Q (202258.120000 sec): 3 clusters
  Score: Raw -502024.351203 + Penalty 2847.910808 = -499176.440395
  nChanged 161
		SP:Iteration 10Q (202258.330000 sec): 3 clusters
  Score: Raw -502103.315600 + Penalty 2847.910808 = -499255.404792
  nChanged 134
		SP:Iteration 11Q (202258.500000 sec): 3 clusters
  Score: Raw -502156.217900 + Penalty 2847.910808 = -499308.307091
  nChanged 107
		SP:Iteration 12Q (202258.730000 sec): 3 clusters
  Score: Raw -502203.728806 + Penalty 2847.910808 = -499355.817997
  nChanged 105
		SP:Iteration 13Q (202258.930000 sec): 3 clusters
  Score: Raw -502252.289865 + Penalty 2847.910808 = -499404.379057
  nChanged 113
		SP:Iteration 14Q (202259.150000 sec): 3 clusters
  Score: Raw -502304.463942 + Penalty 2847.910808 = -499456.553134
  nChanged 117
		SP:Iteration 15Q (202259.350000 sec): 3 clusters
  Score: Raw -502354.689818 + Penalty 2847.910808 = -499506.779009
  nChanged 88
		SP:Iteration 16Q (202259.570000 sec): 3 clusters
  Score: Raw -502401.486135 + Penalty 2847.910808 = -499553.575327
  nChanged 93
		SP:Iteration 17Q (202259.750000 sec): 3 clusters
  Score: Raw -502456.142634 + Penalty 2847.910808 = -499608.231826
  nChanged 105
		SP:Iteration 18Q (202259.980000 sec): 3 clusters
  Score: Raw -502512.592059 + Penalty 2847.910808 = -499664.681250
  nChanged 98
		SP:Iteration 19Q (202260.150000 sec): 3 clusters
  Score: Raw -502562.325584 + Penalty 2847.910808 = -499714.414776
  nChanged 84
		SP:Iteration 20F (202260.440000 sec): 3 clusters
  Score: Raw -502601.161225 + Penalty 2847.910808 = -499753.250417
  nChanged 74
		SP:Iteration 21Q (202260.600000 sec): 3 clusters
  Score: Raw -502633.214307 + Penalty 2847.910808 = -499785.303499
  nChanged 71
		SP:Iteration 22Q (202260.830000 sec): 3 clusters
  Score: Raw -502663.466028 + Penalty 2847.910808 = -499815.555219
  nChanged 60
		SP:Iteration 23Q (202261.080000 sec): 3 clusters
  Score: Raw -502684.129936 + Penalty 2847.910808 = -499836.219127
  nChanged 50
		SP:Iteration 24Q (202261.300000 sec): 3 clusters
  Score: Raw -502700.379313 + Penalty 2847.910808 = -499852.468504
  nChanged 42
		SP:Iteration 25Q (202261.520000 sec): 3 clusters
  Score: Raw -502711.873874 + Penalty 2847.910808 = -499863.963065
  nChanged 35
		SP:Iteration 26Q (202261.750000 sec): 3 clusters
  Score: Raw -502720.260811 + Penalty 2847.910808 = -499872.350002
  nChanged 31
		SP:Iteration 27Q (202261.920000 sec): 3 clusters
  Score: Raw -502728.694699 + Penalty 2847.910808 = -499880.783890
  nChanged 22
		SP:Iteration 28Q (202262.090000 sec): 3 clusters
  Score: Raw -502735.715749 + Penalty 2847.910808 = -499887.804941
  nChanged 19
		SP:Iteration 29Q (202262.330000 sec): 3 clusters
  Score: Raw -502739.388069 + Penalty 2847.910808 = -499891.477261
  nChanged 12
		SP:Iteration 30Q (202262.550000 sec): 3 clusters
  Score: Raw -502741.970261 + Penalty 2847.910808 = -499894.059452
  nChanged 12
		SP:Iteration 31Q (202262.740000 sec): 3 clusters
  Score: Raw -502745.000609 + Penalty 2847.910808 = -499897.089800
  nChanged 15
		SP:Iteration 32Q (202262.920000 sec): 3 clusters
  Score: Raw -502748.559959 + Penalty 2847.910808 = -499900.649151
  nChanged 11
		SP:Iteration 33Q (202263.120000 sec): 3 clusters
  Score: Raw -502751.531949 + Penalty 2847.910808 = -499903.621140
  nChanged 13
		SP:Iteration 34Q (202263.310000 sec): 3 clusters
  Score: Raw -502753.658672 + Penalty 2847.910808 = -499905.747864
  nChanged 10
		SP:Iteration 35Q (202263.530000 sec): 3 clusters
  Score: Raw -502755.345948 + Penalty 2847.910808 = -499907.435140
  nChanged 11
		SP:Iteration 36Q (202263.730000 sec): 3 clusters
  Score: Raw -502757.170243 + Penalty 2847.910808 = -499909.259435
  nChanged 9
		SP:Iteration 37Q (202263.930000 sec): 3 clusters
  Score: Raw -502759.114099 + Penalty 2847.910808 = -499911.203290
  nChanged 7
		SP:Iteration 38Q (202264.240000 sec): 3 clusters
  Score: Raw -502760.649659 + Penalty 2847.910808 = -499912.738851
  nChanged 8
		SP:Iteration 39Q (202264.410000 sec): 3 clusters
  Score: Raw -502761.879417 + Penalty 2847.910808 = -499913.968609
  nChanged 3
		SP:Iteration 40F (202264.620000 sec): 3 clusters
  Score: Raw -502762.150058 + Penalty 2847.910808 = -499914.239250
  nChanged 1
		SP:Iteration 41Q (202264.810000 sec): 3 clusters
  Score: Raw -502762.266311 + Penalty 2847.910808 = -499914.355502
  nChanged 2
		SP:Iteration 42Q (202265.010000 sec): 3 clusters
  Score: Raw -502762.535704 + Penalty 2847.910808 = -499914.624896
  nChanged 3
		SP:Iteration 43Q (202265.200000 sec): 3 clusters
  Score: Raw -502763.085352 + Penalty 2847.910808 = -499915.174543
  nChanged 3
		SP:Iteration 44Q (202265.390000 sec): 3 clusters
  Score: Raw -502763.614445 + Penalty 2847.910808 = -499915.703637
  nChanged 2
		SP:Iteration 45Q (202265.610000 sec): 3 clusters
  Score: Raw -502763.727075 + Penalty 2847.910808 = -499915.816267
  nChanged 1
		SP:Iteration 46Q (202265.790000 sec): 3 clusters
  Score: Raw -502763.785829 + Penalty 2847.910808 = -499915.875020
  nChanged 0
		SP:Iteration 47F (202266.010000 sec): 3 clusters
  Score: Raw -502763.785829 + Penalty 2847.910808 = -499915.875020
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 57 (7028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202266.140000 sec): 2 clusters
  Score: Raw -598192.960639 + Penalty 1439.369336 = -596753.591304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202266.420000 sec): 3 clusters
  Score: Raw -594346.404296 + Penalty 2878.738671 = -591467.665625
  nChanged 2926
		SP:Iteration 1F (202266.610000 sec): 3 clusters
  Score: Raw -595911.541971 + Penalty 2878.738671 = -593032.803300
  nChanged 493
		SP:Iteration 2F (202266.790000 sec): 3 clusters
  Score: Raw -596157.998298 + Penalty 2878.738671 = -593279.259627
  nChanged 410
		SP:Iteration 3F (202267.020000 sec): 3 clusters
  Score: Raw -596361.418074 + Penalty 2878.738671 = -593482.679403
  nChanged 379
		SP:Iteration 4F (202267.220000 sec): 3 clusters
  Score: Raw -596589.808906 + Penalty 2878.738671 = -593711.070235
  nChanged 397
		SP:Iteration 5F (202267.430000 sec): 3 clusters
  Score: Raw -596843.533586 + Penalty 2878.738671 = -593964.794915
  nChanged 374
		SP:Iteration 6F (202267.670000 sec): 3 clusters
  Score: Raw -597095.033201 + Penalty 2878.738671 = -594216.294530
  nChanged 355
		SP:Iteration 7F (202267.850000 sec): 3 clusters
  Score: Raw -597344.125435 + Penalty 2878.738671 = -594465.386764
  nChanged 332
		SP:Iteration 8Q (202268.080000 sec): 3 clusters
  Score: Raw -597573.987762 + Penalty 2878.738671 = -594695.249091
  nChanged 260
		SP:Iteration 9Q (202268.270000 sec): 3 clusters
  Score: Raw -597750.133340 + Penalty 2878.738671 = -594871.394669
  nChanged 215
		SP:Iteration 10Q (202268.480000 sec): 3 clusters
  Score: Raw -597911.242242 + Penalty 2878.738671 = -595032.503571
  nChanged 166
		SP:Iteration 11Q (202268.670000 sec): 3 clusters
  Score: Raw -598042.097734 + Penalty 2878.738671 = -595163.359063
  nChanged 142
		SP:Iteration 12Q (202268.870000 sec): 3 clusters
  Score: Raw -598164.372962 + Penalty 2878.738671 = -595285.634291
  nChanged 109
		SP:Iteration 13Q (202269.130000 sec): 3 clusters
  Score: Raw -598245.869833 + Penalty 2878.738671 = -595367.131162
  nChanged 72
		SP:Iteration 14Q (202269.360000 sec): 3 clusters
  Score: Raw -598292.275902 + Penalty 2878.738671 = -595413.537231
  nChanged 44
		SP:Iteration 15Q (202269.530000 sec): 3 clusters
  Score: Raw -598318.631147 + Penalty 2878.738671 = -595439.892476
  nChanged 29
		SP:Iteration 16Q (202269.750000 sec): 3 clusters
  Score: Raw -598341.631146 + Penalty 2878.738671 = -595462.892475
  nChanged 38
		SP:Iteration 17Q (202270.000000 sec): 3 clusters
  Score: Raw -598378.315760 + Penalty 2878.738671 = -595499.577089
  nChanged 35
		SP:Iteration 18Q (202270.200000 sec): 3 clusters
  Score: Raw -598403.707238 + Penalty 2878.738671 = -595524.968567
  nChanged 24
		SP:Iteration 19Q (202270.370000 sec): 3 clusters
  Score: Raw -598423.229420 + Penalty 2878.738671 = -595544.490749
  nChanged 20
		SP:Iteration 20F (202270.590000 sec): 3 clusters
  Score: Raw -598438.636999 + Penalty 2878.738671 = -595559.898328
  nChanged 17
		SP:Iteration 21Q (202270.770000 sec): 3 clusters
  Score: Raw -598451.585613 + Penalty 2878.738671 = -595572.846941
  nChanged 14
		SP:Iteration 22Q (202271.020000 sec): 3 clusters
  Score: Raw -598461.676991 + Penalty 2878.738671 = -595582.938320
  nChanged 13
		SP:Iteration 23Q (202271.180000 sec): 3 clusters
  Score: Raw -598472.132057 + Penalty 2878.738671 = -595593.393386
  nChanged 10
		SP:Iteration 24Q (202271.420000 sec): 3 clusters
  Score: Raw -598478.796432 + Penalty 2878.738671 = -595600.057761
  nChanged 3
		SP:Iteration 25Q (202271.670000 sec): 3 clusters
  Score: Raw -598479.651754 + Penalty 2878.738671 = -595600.913083
  nChanged 3
		SP:Iteration 26Q (202271.870000 sec): 3 clusters
  Score: Raw -598481.730950 + Penalty 2878.738671 = -595602.992279
  nChanged 3
		SP:Iteration 27Q (202272.060000 sec): 3 clusters
  Score: Raw -598483.371572 + Penalty 2878.738671 = -595604.632901
  nChanged 2
		SP:Iteration 28Q (202272.290000 sec): 3 clusters
  Score: Raw -598484.216848 + Penalty 2878.738671 = -595605.478177
  nChanged 1
		SP:Iteration 29Q (202272.480000 sec): 3 clusters
  Score: Raw -598484.878389 + Penalty 2878.738671 = -595606.139718
  nChanged 1
		SP:Iteration 30Q (202272.680000 sec): 3 clusters
  Score: Raw -598485.231084 + Penalty 2878.738671 = -595606.492413
  nChanged 2
		SP:Iteration 31Q (202272.890000 sec): 3 clusters
  Score: Raw -598486.966585 + Penalty 2878.738671 = -595608.227914
  nChanged 2
		SP:Iteration 32Q (202273.070000 sec): 3 clusters
  Score: Raw -598487.611829 + Penalty 2878.738671 = -595608.873158
  nChanged 0
		SP:Iteration 33F (202273.290000 sec): 3 clusters
  Score: Raw -598487.611829 + Penalty 2878.738671 = -595608.873158
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 58 (165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202273.370000 sec): 2 clusters
  Score: Raw -13272.862225 + Penalty 829.716140 = -12443.146086
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202273.570000 sec): 3 clusters
  Score: Raw -13394.837771 + Penalty 1659.432279 = -11735.405492
  nChanged 11
		SP:Iteration 1F (202273.760000 sec): 3 clusters
  Score: Raw -13440.951138 + Penalty 1659.432279 = -11781.518859
  nChanged 3
		SP:Iteration 2Q (202273.920000 sec): 3 clusters
  Score: Raw -13450.837258 + Penalty 1659.432279 = -11791.404979
  nChanged 0
		SP:Iteration 3F (202274.110000 sec): 3 clusters
  Score: Raw -13450.837258 + Penalty 1659.432279 = -11791.404979
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 59 (339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202274.220000 sec): 2 clusters
  Score: Raw -26928.187654 + Penalty 946.725017 = -25981.462637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202274.390000 sec): 3 clusters
  Score: Raw -26925.121811 + Penalty 1893.450035 = -25031.671776
  nChanged 57
		SP:Iteration 1F (202274.530000 sec): 3 clusters
  Score: Raw -27056.725940 + Penalty 1893.450035 = -25163.275905
  nChanged 17
		SP:Iteration 2F (202274.700000 sec): 3 clusters
  Score: Raw -27096.839050 + Penalty 1893.450035 = -25203.389015
  nChanged 7
		SP:Iteration 3Q (202274.860000 sec): 3 clusters
  Score: Raw -27127.454558 + Penalty 1893.450035 = -25234.004523
  nChanged 10
		SP:Iteration 4Q (202275.040000 sec): 3 clusters
  Score: Raw -27166.261411 + Penalty 1893.450035 = -25272.811376
  nChanged 7
		SP:Iteration 5Q (202275.200000 sec): 3 clusters
  Score: Raw -27191.517959 + Penalty 1893.450035 = -25298.067924
  nChanged 5
		SP:Iteration 6Q (202275.340000 sec): 3 clusters
  Score: Raw -27203.262836 + Penalty 1893.450035 = -25309.812801
  nChanged 4
		SP:Iteration 7Q (202275.460000 sec): 3 clusters
  Score: Raw -27210.085712 + Penalty 1893.450035 = -25316.635677
  nChanged 2
		SP:Iteration 8Q (202275.630000 sec): 3 clusters
  Score: Raw -27213.395908 + Penalty 1893.450035 = -25319.945873
  nChanged 0
		SP:Iteration 9F (202275.840000 sec): 3 clusters
  Score: Raw -27213.395908 + Penalty 1893.450035 = -25319.945873
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 60 (22220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202276.040000 sec): 2 clusters
  Score: Raw -1803545.963278 + Penalty 1626.421560 = -1801919.541718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202276.330000 sec): 3 clusters
  Score: Raw -1790071.592479 + Penalty 3252.843121 = -1786818.749358
  nChanged 10101
		SP:Iteration 1F (202276.590000 sec): 3 clusters
  Score: Raw -1795834.013565 + Penalty 3252.843121 = -1792581.170444
  nChanged 1334
		SP:Iteration 2F (202276.890000 sec): 3 clusters
  Score: Raw -1796491.418142 + Penalty 3252.843121 = -1793238.575021
  nChanged 1300
		SP:Iteration 3F (202277.170000 sec): 3 clusters
  Score: Raw -1797294.725227 + Penalty 3252.843121 = -1794041.882106
  nChanged 1369
		SP:Iteration 4F (202277.450000 sec): 3 clusters
  Score: Raw -1798226.263765 + Penalty 3252.843121 = -1794973.420645
  nChanged 1316
		SP:Iteration 5F (202277.740000 sec): 3 clusters
  Score: Raw -1799076.796573 + Penalty 3252.843121 = -1795823.953452
  nChanged 1234
		SP:Iteration 6F (202278.050000 sec): 3 clusters
  Score: Raw -1799831.498608 + Penalty 3252.843121 = -1796578.655487
  nChanged 1044
		SP:Iteration 7Q (202278.390000 sec): 3 clusters
  Score: Raw -1800397.664760 + Penalty 3252.843121 = -1797144.821639
  nChanged 820
		SP:Iteration 8Q (202278.680000 sec): 3 clusters
  Score: Raw -1800790.956837 + Penalty 3252.843121 = -1797538.113716
  nChanged 724
		SP:Iteration 9Q (202279.010000 sec): 3 clusters
  Score: Raw -1801134.228701 + Penalty 3252.843121 = -1797881.385580
  nChanged 613
		SP:Iteration 10Q (202279.270000 sec): 3 clusters
  Score: Raw -1801383.987960 + Penalty 3252.843121 = -1798131.144840
  nChanged 485
		SP:Iteration 11Q (202279.570000 sec): 3 clusters
  Score: Raw -1801569.723369 + Penalty 3252.843121 = -1798316.880248
  nChanged 399
		SP:Iteration 12Q (202279.850000 sec): 3 clusters
  Score: Raw -1801709.383139 + Penalty 3252.843121 = -1798456.540019
  nChanged 339
		SP:Iteration 13Q (202280.170000 sec): 3 clusters
  Score: Raw -1801831.349991 + Penalty 3252.843121 = -1798578.506871
  nChanged 316
		SP:Iteration 14Q (202280.440000 sec): 3 clusters
  Score: Raw -1801950.039207 + Penalty 3252.843121 = -1798697.196086
  nChanged 333
		SP:Iteration 15Q (202280.780000 sec): 3 clusters
  Score: Raw -1802084.376733 + Penalty 3252.843121 = -1798831.533612
  nChanged 315
		SP:Iteration 16Q (202281.100000 sec): 3 clusters
  Score: Raw -1802206.960711 + Penalty 3252.843121 = -1798954.117590
  nChanged 313
		SP:Iteration 17Q (202281.340000 sec): 3 clusters
  Score: Raw -1802334.303314 + Penalty 3252.843121 = -1799081.460194
  nChanged 295
		SP:Iteration 18Q (202281.670000 sec): 3 clusters
  Score: Raw -1802446.586663 + Penalty 3252.843121 = -1799193.743543
  nChanged 293
		SP:Iteration 19Q (202281.960000 sec): 3 clusters
  Score: Raw -1802561.027229 + Penalty 3252.843121 = -1799308.184108
  nChanged 282
		SP:Iteration 20F (202282.250000 sec): 3 clusters
  Score: Raw -1802668.297283 + Penalty 3252.843121 = -1799415.454162
  nChanged 295
		SP:Iteration 21Q (202282.540000 sec): 3 clusters
  Score: Raw -1802791.214320 + Penalty 3252.843121 = -1799538.371199
  nChanged 283
		SP:Iteration 22Q (202282.810000 sec): 3 clusters
  Score: Raw -1802920.084476 + Penalty 3252.843121 = -1799667.241355
  nChanged 276
		SP:Iteration 23Q (202283.160000 sec): 3 clusters
  Score: Raw -1803059.275201 + Penalty 3252.843121 = -1799806.432081
  nChanged 256
		SP:Iteration 24Q (202283.480000 sec): 3 clusters
  Score: Raw -1803193.568444 + Penalty 3252.843121 = -1799940.725324
  nChanged 229
		SP:Iteration 25Q (202283.730000 sec): 3 clusters
  Score: Raw -1803328.194682 + Penalty 3252.843121 = -1800075.351561
  nChanged 215
		SP:Iteration 26Q (202284.080000 sec): 3 clusters
  Score: Raw -1803447.217668 + Penalty 3252.843121 = -1800194.374547
  nChanged 185
		SP:Iteration 27Q (202284.360000 sec): 3 clusters
  Score: Raw -1803552.764578 + Penalty 3252.843121 = -1800299.921457
  nChanged 157
		SP:Iteration 28Q (202284.630000 sec): 3 clusters
  Score: Raw -1803632.796245 + Penalty 3252.843121 = -1800379.953124
  nChanged 117
		SP:Iteration 29Q (202284.930000 sec): 3 clusters
  Score: Raw -1803687.672157 + Penalty 3252.843121 = -1800434.829037
  nChanged 94
		SP:Iteration 30Q (202285.240000 sec): 3 clusters
  Score: Raw -1803731.386774 + Penalty 3252.843121 = -1800478.543653
  nChanged 75
		SP:Iteration 31Q (202285.480000 sec): 3 clusters
  Score: Raw -1803767.212157 + Penalty 3252.843121 = -1800514.369036
  nChanged 69
		SP:Iteration 32Q (202285.790000 sec): 3 clusters
  Score: Raw -1803800.755281 + Penalty 3252.843121 = -1800547.912161
  nChanged 61
		SP:Iteration 33Q (202286.030000 sec): 3 clusters
  Score: Raw -1803836.212351 + Penalty 3252.843121 = -1800583.369231
  nChanged 48
		SP:Iteration 34Q (202286.280000 sec): 3 clusters
  Score: Raw -1803865.496171 + Penalty 3252.843121 = -1800612.653050
  nChanged 37
		SP:Iteration 35Q (202286.570000 sec): 3 clusters
  Score: Raw -1803885.852124 + Penalty 3252.843121 = -1800633.009004
  nChanged 37
		SP:Iteration 36Q (202286.820000 sec): 3 clusters
  Score: Raw -1803901.892245 + Penalty 3252.843121 = -1800649.049124
  nChanged 28
		SP:Iteration 37Q (202287.100000 sec): 3 clusters
  Score: Raw -1803916.661991 + Penalty 3252.843121 = -1800663.818871
  nChanged 18
		SP:Iteration 38Q (202287.380000 sec): 3 clusters
  Score: Raw -1803926.551551 + Penalty 3252.843121 = -1800673.708430
  nChanged 13
		SP:Iteration 39Q (202287.700000 sec): 3 clusters
  Score: Raw -1803934.019656 + Penalty 3252.843121 = -1800681.176535
  nChanged 10
		SP:Iteration 40F (202287.950000 sec): 3 clusters
  Score: Raw -1803938.352413 + Penalty 3252.843121 = -1800685.509292
  nChanged 14
		SP:Iteration 41Q (202288.250000 sec): 3 clusters
  Score: Raw -1803944.099573 + Penalty 3252.843121 = -1800691.256452
  nChanged 11
		SP:Iteration 42Q (202288.560000 sec): 3 clusters
  Score: Raw -1803949.989293 + Penalty 3252.843121 = -1800697.146173
  nChanged 12
		SP:Iteration 43Q (202288.800000 sec): 3 clusters
  Score: Raw -1803956.261342 + Penalty 3252.843121 = -1800703.418221
  nChanged 10
		SP:Iteration 44Q (202289.140000 sec): 3 clusters
  Score: Raw -1803960.946904 + Penalty 3252.843121 = -1800708.103784
  nChanged 9
		SP:Iteration 45Q (202289.410000 sec): 3 clusters
  Score: Raw -1803964.274384 + Penalty 3252.843121 = -1800711.431264
  nChanged 9
		SP:Iteration 46Q (202289.650000 sec): 3 clusters
  Score: Raw -1803968.345632 + Penalty 3252.843121 = -1800715.502511
  nChanged 5
		SP:Iteration 47Q (202289.940000 sec): 3 clusters
  Score: Raw -1803970.705103 + Penalty 3252.843121 = -1800717.861983
  nChanged 8
		SP:Iteration 48Q (202290.200000 sec): 3 clusters
  Score: Raw -1803972.768867 + Penalty 3252.843121 = -1800719.925747
  nChanged 5
		SP:Iteration 49Q (202290.520000 sec): 3 clusters
  Score: Raw -1803975.676234 + Penalty 3252.843121 = -1800722.833114
  nChanged 7
		SP:Iteration 50Q (202290.850000 sec): 3 clusters
  Score: Raw -1803978.210819 + Penalty 3252.843121 = -1800725.367699
  nChanged 6
		SP:Iteration 51Q (202291.110000 sec): 3 clusters
  Score: Raw -1803980.595891 + Penalty 3252.843121 = -1800727.752770
  nChanged 4
		SP:Iteration 52Q (202291.370000 sec): 3 clusters
  Score: Raw -1803982.893842 + Penalty 3252.843121 = -1800730.050721
  nChanged 2
		SP:Iteration 53Q (202291.660000 sec): 3 clusters
  Score: Raw -1803984.402803 + Penalty 3252.843121 = -1800731.559683
  nChanged 0
		SP:Iteration 54F (202291.920000 sec): 3 clusters
  Score: Raw -1803984.402803 + Penalty 3252.843121 = -1800731.559683
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 61 (15140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202292.030000 sec): 2 clusters
  Score: Raw -1303488.669810 + Penalty 1564.078023 = -1301924.591787
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202292.290000 sec): 3 clusters
  Score: Raw -1294590.108420 + Penalty 3128.156046 = -1291461.952373
  nChanged 6776
		SP:Iteration 1F (202292.520000 sec): 3 clusters
  Score: Raw -1298373.662848 + Penalty 3128.156046 = -1295245.506802
  nChanged 811
		SP:Iteration 2F (202292.770000 sec): 3 clusters
  Score: Raw -1298686.535131 + Penalty 3128.156046 = -1295558.379084
  nChanged 732
		SP:Iteration 3Q (202293.010000 sec): 3 clusters
  Score: Raw -1298995.484735 + Penalty 3128.156046 = -1295867.328688
  nChanged 735
		SP:Iteration 4Q (202293.240000 sec): 3 clusters
  Score: Raw -1299357.434673 + Penalty 3128.156046 = -1296229.278627
  nChanged 789
		SP:Iteration 5F (202293.530000 sec): 3 clusters
  Score: Raw -1299790.669784 + Penalty 3128.156046 = -1296662.513738
  nChanged 817
		SP:Iteration 6F (202293.780000 sec): 3 clusters
  Score: Raw -1300301.791272 + Penalty 3128.156046 = -1297173.635225
  nChanged 841
		SP:Iteration 7F (202294.010000 sec): 3 clusters
  Score: Raw -1300806.105368 + Penalty 3128.156046 = -1297677.949321
  nChanged 776
		SP:Iteration 8F (202294.260000 sec): 3 clusters
  Score: Raw -1301274.322925 + Penalty 3128.156046 = -1298146.166879
  nChanged 738
		SP:Iteration 9Q (202294.490000 sec): 3 clusters
  Score: Raw -1301742.051597 + Penalty 3128.156046 = -1298613.895550
  nChanged 677
		SP:Iteration 10Q (202294.810000 sec): 3 clusters
  Score: Raw -1302221.987942 + Penalty 3128.156046 = -1299093.831896
  nChanged 619
		SP:Iteration 11Q (202295.040000 sec): 3 clusters
  Score: Raw -1302675.979904 + Penalty 3128.156046 = -1299547.823857
  nChanged 553
		SP:Iteration 12Q (202295.330000 sec): 3 clusters
  Score: Raw -1303101.921751 + Penalty 3128.156046 = -1299973.765705
  nChanged 521
		SP:Iteration 13Q (202295.580000 sec): 3 clusters
  Score: Raw -1303477.794654 + Penalty 3128.156046 = -1300349.638607
  nChanged 402
		SP:Iteration 14Q (202295.830000 sec): 3 clusters
  Score: Raw -1303727.545769 + Penalty 3128.156046 = -1300599.389723
  nChanged 292
		SP:Iteration 15Q (202296.050000 sec): 3 clusters
  Score: Raw -1303893.053080 + Penalty 3128.156046 = -1300764.897034
  nChanged 210
		SP:Iteration 16Q (202296.280000 sec): 3 clusters
  Score: Raw -1303982.824197 + Penalty 3128.156046 = -1300854.668151
  nChanged 142
		SP:Iteration 17Q (202296.550000 sec): 3 clusters
  Score: Raw -1304034.512320 + Penalty 3128.156046 = -1300906.356274
  nChanged 135
		SP:Iteration 18Q (202296.790000 sec): 3 clusters
  Score: Raw -1304075.695506 + Penalty 3128.156046 = -1300947.539459
  nChanged 99
		SP:Iteration 19Q (202297.080000 sec): 3 clusters
  Score: Raw -1304100.465578 + Penalty 3128.156046 = -1300972.309532
  nChanged 75
		SP:Iteration 20F (202297.340000 sec): 3 clusters
  Score: Raw -1304116.522176 + Penalty 3128.156046 = -1300988.366130
  nChanged 60
		SP:Iteration 21Q (202297.660000 sec): 3 clusters
  Score: Raw -1304129.851224 + Penalty 3128.156046 = -1301001.695177
  nChanged 48
		SP:Iteration 22Q (202297.870000 sec): 3 clusters
  Score: Raw -1304136.617913 + Penalty 3128.156046 = -1301008.461867
  nChanged 33
		SP:Iteration 23Q (202298.120000 sec): 3 clusters
  Score: Raw -1304140.969933 + Penalty 3128.156046 = -1301012.813887
  nChanged 24
		SP:Iteration 24Q (202298.410000 sec): 3 clusters
  Score: Raw -1304144.171997 + Penalty 3128.156046 = -1301016.015950
  nChanged 16
		SP:Iteration 25Q (202298.670000 sec): 3 clusters
  Score: Raw -1304145.478147 + Penalty 3128.156046 = -1301017.322100
  nChanged 9
		SP:Iteration 26Q (202298.930000 sec): 3 clusters
  Score: Raw -1304146.039525 + Penalty 3128.156046 = -1301017.883479
  nChanged 2
		SP:Iteration 27Q (202299.210000 sec): 3 clusters
  Score: Raw -1304146.216633 + Penalty 3128.156046 = -1301018.060587
  nChanged 2
		SP:Iteration 28Q (202299.480000 sec): 3 clusters
  Score: Raw -1304146.435212 + Penalty 3128.156046 = -1301018.279166
  nChanged 2
		SP:Iteration 29Q (202299.740000 sec): 3 clusters
  Score: Raw -1304146.713894 + Penalty 3128.156046 = -1301018.557848
  nChanged 2
		SP:Iteration 30Q (202299.990000 sec): 3 clusters
  Score: Raw -1304146.856106 + Penalty 3128.156046 = -1301018.700060
  nChanged 0
		SP:Iteration 31F (202300.280000 sec): 3 clusters
  Score: Raw -1304146.856106 + Penalty 3128.156046 = -1301018.700060
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 62 (7204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202300.440000 sec): 2 clusters
  Score: Raw -602214.362043 + Penalty 1443.388652 = -600770.973391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202300.640000 sec): 3 clusters
  Score: Raw -598207.941125 + Penalty 2886.777305 = -595321.163820
  nChanged 3016
		SP:Iteration 1F (202300.840000 sec): 3 clusters
  Score: Raw -599859.774334 + Penalty 2886.777305 = -596972.997029
  nChanged 481
		SP:Iteration 2F (202301.030000 sec): 3 clusters
  Score: Raw -600123.390253 + Penalty 2886.777305 = -597236.612948
  nChanged 437
		SP:Iteration 3F (202301.260000 sec): 3 clusters
  Score: Raw -600357.662416 + Penalty 2886.777305 = -597470.885111
  nChanged 368
		SP:Iteration 4F (202301.520000 sec): 3 clusters
  Score: Raw -600555.847277 + Penalty 2886.777305 = -597669.069973
  nChanged 335
		SP:Iteration 5Q (202301.730000 sec): 3 clusters
  Score: Raw -600755.308923 + Penalty 2886.777305 = -597868.531618
  nChanged 345
		SP:Iteration 6Q (202301.960000 sec): 3 clusters
  Score: Raw -600965.620642 + Penalty 2886.777305 = -598078.843337
  nChanged 335
		SP:Iteration 7Q (202302.220000 sec): 3 clusters
  Score: Raw -601211.072820 + Penalty 2886.777305 = -598324.295516
  nChanged 354
		SP:Iteration 8Q (202302.430000 sec): 3 clusters
  Score: Raw -601488.312840 + Penalty 2886.777305 = -598601.535535
  nChanged 352
		SP:Iteration 9Q (202302.670000 sec): 3 clusters
  Score: Raw -601757.355226 + Penalty 2886.777305 = -598870.577921
  nChanged 341
		SP:Iteration 10Q (202302.840000 sec): 3 clusters
  Score: Raw -602041.587588 + Penalty 2886.777305 = -599154.810283
  nChanged 331
		SP:Iteration 11Q (202303.050000 sec): 3 clusters
  Score: Raw -602296.724915 + Penalty 2886.777305 = -599409.947610
  nChanged 258
		SP:Iteration 12Q (202303.270000 sec): 3 clusters
  Score: Raw -602491.780056 + Penalty 2886.777305 = -599605.002752
  nChanged 210
		SP:Iteration 13Q (202303.500000 sec): 3 clusters
  Score: Raw -602643.298900 + Penalty 2886.777305 = -599756.521596
  nChanged 164
		SP:Iteration 14Q (202303.690000 sec): 3 clusters
  Score: Raw -602749.572463 + Penalty 2886.777305 = -599862.795158
  nChanged 148
		SP:Iteration 15Q (202303.880000 sec): 3 clusters
  Score: Raw -602842.898106 + Penalty 2886.777305 = -599956.120801
  nChanged 127
		SP:Iteration 16Q (202304.110000 sec): 3 clusters
  Score: Raw -602918.686963 + Penalty 2886.777305 = -600031.909659
  nChanged 88
		SP:Iteration 17Q (202304.350000 sec): 3 clusters
  Score: Raw -602954.557546 + Penalty 2886.777305 = -600067.780242
  nChanged 56
		SP:Iteration 18Q (202304.600000 sec): 3 clusters
  Score: Raw -602974.123211 + Penalty 2886.777305 = -600087.345906
  nChanged 44
		SP:Iteration 19Q (202304.850000 sec): 3 clusters
  Score: Raw -602988.635940 + Penalty 2886.777305 = -600101.858636
  nChanged 33
		SP:Iteration 20F (202305.100000 sec): 3 clusters
  Score: Raw -602999.447791 + Penalty 2886.777305 = -600112.670486
  nChanged 28
		SP:Iteration 21Q (202305.330000 sec): 3 clusters
  Score: Raw -603005.633943 + Penalty 2886.777305 = -600118.856638
  nChanged 16
		SP:Iteration 22Q (202305.540000 sec): 3 clusters
  Score: Raw -603008.570837 + Penalty 2886.777305 = -600121.793533
  nChanged 13
		SP:Iteration 23Q (202305.750000 sec): 3 clusters
  Score: Raw -603010.200386 + Penalty 2886.777305 = -600123.423081
  nChanged 4
		SP:Iteration 24Q (202305.970000 sec): 3 clusters
  Score: Raw -603010.915978 + Penalty 2886.777305 = -600124.138673
  nChanged 4
		SP:Iteration 25Q (202306.180000 sec): 3 clusters
  Score: Raw -603011.886575 + Penalty 2886.777305 = -600125.109271
  nChanged 9
		SP:Iteration 26Q (202306.380000 sec): 3 clusters
  Score: Raw -603013.230700 + Penalty 2886.777305 = -600126.453396
  nChanged 6
		SP:Iteration 27Q (202306.590000 sec): 3 clusters
  Score: Raw -603013.966502 + Penalty 2886.777305 = -600127.189197
  nChanged 4
		SP:Iteration 28Q (202306.810000 sec): 3 clusters
  Score: Raw -603014.728407 + Penalty 2886.777305 = -600127.951103
  nChanged 5
		SP:Iteration 29Q (202307.050000 sec): 3 clusters
  Score: Raw -603015.703896 + Penalty 2886.777305 = -600128.926591
  nChanged 6
		SP:Iteration 30Q (202307.250000 sec): 3 clusters
  Score: Raw -603016.609982 + Penalty 2886.777305 = -600129.832677
  nChanged 7
		SP:Iteration 31Q (202307.410000 sec): 3 clusters
  Score: Raw -603017.614043 + Penalty 2886.777305 = -600130.836739
  nChanged 7
		SP:Iteration 32Q (202307.600000 sec): 3 clusters
  Score: Raw -603018.397024 + Penalty 2886.777305 = -600131.619720
  nChanged 2
		SP:Iteration 33Q (202307.800000 sec): 3 clusters
  Score: Raw -603018.655078 + Penalty 2886.777305 = -600131.877773
  nChanged 2
		SP:Iteration 34Q (202308.040000 sec): 3 clusters
  Score: Raw -603018.945403 + Penalty 2886.777305 = -600132.168098
  nChanged 1
		SP:Iteration 35Q (202308.240000 sec): 3 clusters
  Score: Raw -603019.221075 + Penalty 2886.777305 = -600132.443771
  nChanged 1
		SP:Iteration 36Q (202308.430000 sec): 3 clusters
  Score: Raw -603019.455956 + Penalty 2886.777305 = -600132.678652
  nChanged 0
		SP:Iteration 37F (202308.670000 sec): 3 clusters
  Score: Raw -603019.455956 + Penalty 2886.777305 = -600132.678652
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 63 (20079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202308.830000 sec): 2 clusters
  Score: Raw -1554545.927521 + Penalty 1609.957338 = -1552935.970183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202309.110000 sec): 3 clusters
  Score: Raw -1542524.420939 + Penalty 3219.914676 = -1539304.506263
  nChanged 8989
		SP:Iteration 1F (202309.380000 sec): 3 clusters
  Score: Raw -1547553.506522 + Penalty 3219.914676 = -1544333.591846
  nChanged 1154
		SP:Iteration 2F (202309.690000 sec): 3 clusters
  Score: Raw -1548073.816955 + Penalty 3219.914676 = -1544853.902279
  nChanged 1109
		SP:Iteration 3F (202309.930000 sec): 3 clusters
  Score: Raw -1548647.333845 + Penalty 3219.914676 = -1545427.419169
  nChanged 1124
		SP:Iteration 4F (202310.210000 sec): 3 clusters
  Score: Raw -1549232.896733 + Penalty 3219.914676 = -1546012.982057
  nChanged 1078
		SP:Iteration 5F (202310.470000 sec): 3 clusters
  Score: Raw -1549814.204310 + Penalty 3219.914676 = -1546594.289634
  nChanged 1070
		SP:Iteration 6F (202310.760000 sec): 3 clusters
  Score: Raw -1550400.542508 + Penalty 3219.914676 = -1547180.627832
  nChanged 1059
		SP:Iteration 7F (202311.010000 sec): 3 clusters
  Score: Raw -1551023.059650 + Penalty 3219.914676 = -1547803.144974
  nChanged 1009
		SP:Iteration 8F (202311.270000 sec): 3 clusters
  Score: Raw -1551615.898388 + Penalty 3219.914676 = -1548395.983712
  nChanged 926
		SP:Iteration 9Q (202311.530000 sec): 3 clusters
  Score: Raw -1552096.032177 + Penalty 3219.914676 = -1548876.117502
  nChanged 782
		SP:Iteration 10Q (202311.850000 sec): 3 clusters
  Score: Raw -1552447.395470 + Penalty 3219.914676 = -1549227.480794
  nChanged 558
		SP:Iteration 11Q (202312.120000 sec): 3 clusters
  Score: Raw -1552640.226795 + Penalty 3219.914676 = -1549420.312119
  nChanged 421
		SP:Iteration 12Q (202312.410000 sec): 3 clusters
  Score: Raw -1552773.727853 + Penalty 3219.914676 = -1549553.813178
  nChanged 334
		SP:Iteration 13Q (202312.710000 sec): 3 clusters
  Score: Raw -1552864.734842 + Penalty 3219.914676 = -1549644.820166
  nChanged 262
		SP:Iteration 14Q (202312.950000 sec): 3 clusters
  Score: Raw -1552932.549125 + Penalty 3219.914676 = -1549712.634449
  nChanged 209
		SP:Iteration 15Q (202313.240000 sec): 3 clusters
  Score: Raw -1552976.593987 + Penalty 3219.914676 = -1549756.679311
  nChanged 160
		SP:Iteration 16Q (202313.490000 sec): 3 clusters
  Score: Raw -1553009.580049 + Penalty 3219.914676 = -1549789.665373
  nChanged 180
		SP:Iteration 17Q (202313.760000 sec): 3 clusters
  Score: Raw -1553045.740064 + Penalty 3219.914676 = -1549825.825388
  nChanged 166
		SP:Iteration 18Q (202314.030000 sec): 3 clusters
  Score: Raw -1553080.974142 + Penalty 3219.914676 = -1549861.059466
  nChanged 160
		SP:Iteration 19Q (202314.310000 sec): 3 clusters
  Score: Raw -1553116.042382 + Penalty 3219.914676 = -1549896.127706
  nChanged 156
		SP:Iteration 20F (202314.530000 sec): 3 clusters
  Score: Raw -1553149.964035 + Penalty 3219.914676 = -1549930.049359
  nChanged 158
		SP:Iteration 21Q (202314.880000 sec): 3 clusters
  Score: Raw -1553181.813938 + Penalty 3219.914676 = -1549961.899262
  nChanged 142
		SP:Iteration 22Q (202315.160000 sec): 3 clusters
  Score: Raw -1553212.589459 + Penalty 3219.914676 = -1549992.674783
  nChanged 151
		SP:Iteration 23Q (202315.460000 sec): 3 clusters
  Score: Raw -1553245.253070 + Penalty 3219.914676 = -1550025.338394
  nChanged 165
		SP:Iteration 24Q (202315.760000 sec): 3 clusters
  Score: Raw -1553283.454279 + Penalty 3219.914676 = -1550063.539603
  nChanged 185
		SP:Iteration 25Q (202316.050000 sec): 3 clusters
  Score: Raw -1553332.425113 + Penalty 3219.914676 = -1550112.510438
  nChanged 184
		SP:Iteration 26Q (202316.340000 sec): 3 clusters
  Score: Raw -1553387.987642 + Penalty 3219.914676 = -1550168.072966
  nChanged 199
		SP:Iteration 27Q (202316.640000 sec): 3 clusters
  Score: Raw -1553446.387350 + Penalty 3219.914676 = -1550226.472674
  nChanged 218
		SP:Iteration 28Q (202316.870000 sec): 3 clusters
  Score: Raw -1553505.101173 + Penalty 3219.914676 = -1550285.186497
  nChanged 194
		SP:Iteration 29Q (202317.170000 sec): 3 clusters
  Score: Raw -1553550.538679 + Penalty 3219.914676 = -1550330.624003
  nChanged 200
		SP:Iteration 30Q (202317.450000 sec): 3 clusters
  Score: Raw -1553594.260576 + Penalty 3219.914676 = -1550374.345901
  nChanged 182
		SP:Iteration 31Q (202317.740000 sec): 3 clusters
  Score: Raw -1553637.456271 + Penalty 3219.914676 = -1550417.541595
  nChanged 183
		SP:Iteration 32Q (202318.020000 sec): 3 clusters
  Score: Raw -1553674.099973 + Penalty 3219.914676 = -1550454.185297
  nChanged 155
		SP:Iteration 33Q (202318.300000 sec): 3 clusters
  Score: Raw -1553706.977551 + Penalty 3219.914676 = -1550487.062876
  nChanged 147
		SP:Iteration 34Q (202318.610000 sec): 3 clusters
  Score: Raw -1553736.131524 + Penalty 3219.914676 = -1550516.216848
  nChanged 116
		SP:Iteration 35Q (202318.890000 sec): 3 clusters
  Score: Raw -1553755.063835 + Penalty 3219.914676 = -1550535.149159
  nChanged 109
		SP:Iteration 36Q (202319.140000 sec): 3 clusters
  Score: Raw -1553773.280505 + Penalty 3219.914676 = -1550553.365829
  nChanged 121
		SP:Iteration 37Q (202319.390000 sec): 3 clusters
  Score: Raw -1553797.407176 + Penalty 3219.914676 = -1550577.492500
  nChanged 108
		SP:Iteration 38Q (202319.660000 sec): 3 clusters
  Score: Raw -1553818.319224 + Penalty 3219.914676 = -1550598.404548
  nChanged 106
		SP:Iteration 39Q (202319.940000 sec): 3 clusters
  Score: Raw -1553837.369256 + Penalty 3219.914676 = -1550617.454580
  nChanged 95
		SP:Iteration 40F (202320.170000 sec): 3 clusters
  Score: Raw -1553853.466051 + Penalty 3219.914676 = -1550633.551375
  nChanged 92
		SP:Iteration 41Q (202320.440000 sec): 3 clusters
  Score: Raw -1553873.267958 + Penalty 3219.914676 = -1550653.353282
  nChanged 110
		SP:Iteration 42Q (202320.720000 sec): 3 clusters
  Score: Raw -1553897.183834 + Penalty 3219.914676 = -1550677.269158
  nChanged 123
		SP:Iteration 43Q (202320.980000 sec): 3 clusters
  Score: Raw -1553921.212555 + Penalty 3219.914676 = -1550701.297879
  nChanged 122
		SP:Iteration 44Q (202321.280000 sec): 3 clusters
  Score: Raw -1553944.475548 + Penalty 3219.914676 = -1550724.560872
  nChanged 118
		SP:Iteration 45Q (202321.520000 sec): 3 clusters
  Score: Raw -1553967.747114 + Penalty 3219.914676 = -1550747.832439
  nChanged 119
		SP:Iteration 46Q (202321.840000 sec): 3 clusters
  Score: Raw -1553992.127639 + Penalty 3219.914676 = -1550772.212963
  nChanged 114
		SP:Iteration 47Q (202322.120000 sec): 3 clusters
  Score: Raw -1554016.566971 + Penalty 3219.914676 = -1550796.652295
  nChanged 131
		SP:Iteration 48Q (202322.430000 sec): 3 clusters
  Score: Raw -1554044.416333 + Penalty 3219.914676 = -1550824.501657
  nChanged 131
		SP:Iteration 49Q (202322.690000 sec): 3 clusters
  Score: Raw -1554073.962244 + Penalty 3219.914676 = -1550854.047568
  nChanged 143
		SP:Iteration 50Q (202322.930000 sec): 3 clusters
  Score: Raw -1554113.413355 + Penalty 3219.914676 = -1550893.498680
  nChanged 155
		SP:Iteration 51Q (202323.160000 sec): 3 clusters
  Score: Raw -1554156.002486 + Penalty 3219.914676 = -1550936.087811
  nChanged 165
		SP:Iteration 52Q (202323.440000 sec): 3 clusters
  Score: Raw -1554204.717401 + Penalty 3219.914676 = -1550984.802725
  nChanged 176
		SP:Iteration 53Q (202323.640000 sec): 3 clusters
  Score: Raw -1554253.822263 + Penalty 3219.914676 = -1551033.907588
  nChanged 146
		SP:Iteration 54Q (202323.950000 sec): 3 clusters
  Score: Raw -1554285.993694 + Penalty 3219.914676 = -1551066.079018
  nChanged 130
		SP:Iteration 55Q (202324.230000 sec): 3 clusters
  Score: Raw -1554310.964704 + Penalty 3219.914676 = -1551091.050028
  nChanged 98
		SP:Iteration 56Q (202324.500000 sec): 3 clusters
  Score: Raw -1554330.672813 + Penalty 3219.914676 = -1551110.758137
  nChanged 106
		SP:Iteration 57Q (202324.780000 sec): 3 clusters
  Score: Raw -1554349.698357 + Penalty 3219.914676 = -1551129.783681
  nChanged 103
		SP:Iteration 58Q (202325.080000 sec): 3 clusters
  Score: Raw -1554365.478238 + Penalty 3219.914676 = -1551145.563562
  nChanged 83
		SP:Iteration 59Q (202325.370000 sec): 3 clusters
  Score: Raw -1554379.833106 + Penalty 3219.914676 = -1551159.918430
  nChanged 94
		SP:Iteration 60F (202325.690000 sec): 3 clusters
  Score: Raw -1554396.774383 + Penalty 3219.914676 = -1551176.859707
  nChanged 93
		SP:Iteration 61Q (202325.980000 sec): 3 clusters
  Score: Raw -1554415.588649 + Penalty 3219.914676 = -1551195.673973
  nChanged 100
		SP:Iteration 62Q (202326.240000 sec): 3 clusters
  Score: Raw -1554434.522484 + Penalty 3219.914676 = -1551214.607808
  nChanged 103
		SP:Iteration 63Q (202326.460000 sec): 3 clusters
  Score: Raw -1554451.504860 + Penalty 3219.914676 = -1551231.590184
  nChanged 86
		SP:Iteration 64Q (202326.760000 sec): 3 clusters
  Score: Raw -1554467.240008 + Penalty 3219.914676 = -1551247.325332
  nChanged 92
		SP:Iteration 65Q (202327.040000 sec): 3 clusters
  Score: Raw -1554484.486161 + Penalty 3219.914676 = -1551264.571485
  nChanged 99
		SP:Iteration 66Q (202327.280000 sec): 3 clusters
  Score: Raw -1554505.099943 + Penalty 3219.914676 = -1551285.185267
  nChanged 97
		SP:Iteration 67Q (202327.600000 sec): 3 clusters
  Score: Raw -1554524.478180 + Penalty 3219.914676 = -1551304.563504
  nChanged 82
		SP:Iteration 68Q (202327.830000 sec): 3 clusters
  Score: Raw -1554540.618599 + Penalty 3219.914676 = -1551320.703923
  nChanged 99
		SP:Iteration 69Q (202328.130000 sec): 3 clusters
  Score: Raw -1554559.362157 + Penalty 3219.914676 = -1551339.447481
  nChanged 96
		SP:Iteration 70Q (202328.380000 sec): 3 clusters
  Score: Raw -1554581.230471 + Penalty 3219.914676 = -1551361.315795
  nChanged 105
		SP:Iteration 71Q (202328.670000 sec): 3 clusters
  Score: Raw -1554603.629015 + Penalty 3219.914676 = -1551383.714339
  nChanged 98
		SP:Iteration 72Q (202328.940000 sec): 3 clusters
  Score: Raw -1554626.172109 + Penalty 3219.914676 = -1551406.257433
  nChanged 98
		SP:Iteration 73Q (202329.210000 sec): 3 clusters
  Score: Raw -1554649.789427 + Penalty 3219.914676 = -1551429.874751
  nChanged 96
		SP:Iteration 74Q (202329.460000 sec): 3 clusters
  Score: Raw -1554670.324101 + Penalty 3219.914676 = -1551450.409426
  nChanged 95
		SP:Iteration 75Q (202329.720000 sec): 3 clusters
  Score: Raw -1554689.165409 + Penalty 3219.914676 = -1551469.250733
  nChanged 88
		SP:Iteration 76Q (202330.010000 sec): 3 clusters
  Score: Raw -1554707.139030 + Penalty 3219.914676 = -1551487.224354
  nChanged 91
		SP:Iteration 77Q (202330.310000 sec): 3 clusters
  Score: Raw -1554725.496719 + Penalty 3219.914676 = -1551505.582043
  nChanged 83
		SP:Iteration 78Q (202330.530000 sec): 3 clusters
  Score: Raw -1554743.416835 + Penalty 3219.914676 = -1551523.502159
  nChanged 79
		SP:Iteration 79Q (202330.780000 sec): 3 clusters
  Score: Raw -1554760.384181 + Penalty 3219.914676 = -1551540.469505
  nChanged 67
		SP:Iteration 80F (202330.990000 sec): 3 clusters
  Score: Raw -1554774.950991 + Penalty 3219.914676 = -1551555.036315
  nChanged 65
		SP:Iteration 81Q (202331.290000 sec): 3 clusters
  Score: Raw -1554792.440773 + Penalty 3219.914676 = -1551572.526097
  nChanged 83
		SP:Iteration 82Q (202331.500000 sec): 3 clusters
  Score: Raw -1554817.754717 + Penalty 3219.914676 = -1551597.840041
  nChanged 81
		SP:Iteration 83Q (202331.760000 sec): 3 clusters
  Score: Raw -1554843.741875 + Penalty 3219.914676 = -1551623.827199
  nChanged 83
		SP:Iteration 84Q (202332.030000 sec): 3 clusters
  Score: Raw -1554875.144037 + Penalty 3219.914676 = -1551655.229361
  nChanged 72
		SP:Iteration 85Q (202332.280000 sec): 3 clusters
  Score: Raw -1554909.623361 + Penalty 3219.914676 = -1551689.708686
  nChanged 88
		SP:Iteration 86Q (202332.560000 sec): 3 clusters
  Score: Raw -1554944.044010 + Penalty 3219.914676 = -1551724.129334
  nChanged 85
		SP:Iteration 87Q (202332.790000 sec): 3 clusters
  Score: Raw -1554974.541787 + Penalty 3219.914676 = -1551754.627111
  nChanged 86
		SP:Iteration 88Q (202333.060000 sec): 3 clusters
  Score: Raw -1555005.009244 + Penalty 3219.914676 = -1551785.094568
  nChanged 70
		SP:Iteration 89Q (202333.350000 sec): 3 clusters
  Score: Raw -1555025.647659 + Penalty 3219.914676 = -1551805.732983
  nChanged 69
		SP:Iteration 90Q (202333.660000 sec): 3 clusters
  Score: Raw -1555043.363915 + Penalty 3219.914676 = -1551823.449240
  nChanged 63
		SP:Iteration 91Q (202333.940000 sec): 3 clusters
  Score: Raw -1555059.464585 + Penalty 3219.914676 = -1551839.549909
  nChanged 63
		SP:Iteration 92Q (202334.250000 sec): 3 clusters
  Score: Raw -1555074.044813 + Penalty 3219.914676 = -1551854.130137
  nChanged 45
		SP:Iteration 93Q (202334.500000 sec): 3 clusters
  Score: Raw -1555083.007987 + Penalty 3219.914676 = -1551863.093312
  nChanged 46
		SP:Iteration 94Q (202334.810000 sec): 3 clusters
  Score: Raw -1555092.336965 + Penalty 3219.914676 = -1551872.422289
  nChanged 50
		SP:Iteration 95Q (202335.070000 sec): 3 clusters
  Score: Raw -1555101.084285 + Penalty 3219.914676 = -1551881.169609
  nChanged 36
		SP:Iteration 96Q (202335.360000 sec): 3 clusters
  Score: Raw -1555107.694234 + Penalty 3219.914676 = -1551887.779558
  nChanged 44
		SP:Iteration 97Q (202335.580000 sec): 3 clusters
  Score: Raw -1555116.505939 + Penalty 3219.914676 = -1551896.591263
  nChanged 41
		SP:Iteration 98Q (202335.840000 sec): 3 clusters
  Score: Raw -1555123.999491 + Penalty 3219.914676 = -1551904.084815
  nChanged 33
		SP:Iteration 99Q (202336.100000 sec): 3 clusters
  Score: Raw -1555129.870176 + Penalty 3219.914676 = -1551909.955500
  nChanged 32
		SP:Iteration 100F (202336.390000 sec): 3 clusters
  Score: Raw -1555135.526900 + Penalty 3219.914676 = -1551915.612224
  nChanged 31
		SP:Iteration 101Q (202336.700000 sec): 3 clusters
  Score: Raw -1555140.168679 + Penalty 3219.914676 = -1551920.254003
  nChanged 30
		SP:Iteration 102Q (202337.000000 sec): 3 clusters
  Score: Raw -1555144.311983 + Penalty 3219.914676 = -1551924.397307
  nChanged 20
		SP:Iteration 103Q (202337.270000 sec): 3 clusters
  Score: Raw -1555148.099030 + Penalty 3219.914676 = -1551928.184354
  nChanged 27
		SP:Iteration 104Q (202337.480000 sec): 3 clusters
  Score: Raw -1555152.942877 + Penalty 3219.914676 = -1551933.028201
  nChanged 31
		SP:Iteration 105Q (202337.790000 sec): 3 clusters
  Score: Raw -1555157.898232 + Penalty 3219.914676 = -1551937.983556
  nChanged 21
		SP:Iteration 106Q (202338.070000 sec): 3 clusters
  Score: Raw -1555160.403701 + Penalty 3219.914676 = -1551940.489025
  nChanged 23
		SP:Iteration 107Q (202338.320000 sec): 3 clusters
  Score: Raw -1555163.525364 + Penalty 3219.914676 = -1551943.610688
  nChanged 25
		SP:Iteration 108Q (202338.650000 sec): 3 clusters
  Score: Raw -1555167.444623 + Penalty 3219.914676 = -1551947.529947
  nChanged 21
		SP:Iteration 109Q (202338.830000 sec): 3 clusters
  Score: Raw -1555171.536701 + Penalty 3219.914676 = -1551951.622025
  nChanged 20
		SP:Iteration 110Q (202339.150000 sec): 3 clusters
  Score: Raw -1555174.323614 + Penalty 3219.914676 = -1551954.408938
  nChanged 18
		SP:Iteration 111Q (202339.380000 sec): 3 clusters
  Score: Raw -1555176.223434 + Penalty 3219.914676 = -1551956.308758
  nChanged 7
		SP:Iteration 112Q (202339.670000 sec): 3 clusters
  Score: Raw -1555177.175356 + Penalty 3219.914676 = -1551957.260680
  nChanged 10
		SP:Iteration 113Q (202339.910000 sec): 3 clusters
  Score: Raw -1555179.052310 + Penalty 3219.914676 = -1551959.137635
  nChanged 14
		SP:Iteration 114Q (202340.140000 sec): 3 clusters
  Score: Raw -1555180.899624 + Penalty 3219.914676 = -1551960.984948
  nChanged 10
		SP:Iteration 115Q (202340.360000 sec): 3 clusters
  Score: Raw -1555182.134194 + Penalty 3219.914676 = -1551962.219519
  nChanged 10
		SP:Iteration 116Q (202340.600000 sec): 3 clusters
  Score: Raw -1555183.639959 + Penalty 3219.914676 = -1551963.725283
  nChanged 14
		SP:Iteration 117Q (202340.850000 sec): 3 clusters
  Score: Raw -1555185.950095 + Penalty 3219.914676 = -1551966.035419
  nChanged 14
		SP:Iteration 118Q (202341.090000 sec): 3 clusters
  Score: Raw -1555187.639779 + Penalty 3219.914676 = -1551967.725103
  nChanged 15
		SP:Iteration 119Q (202341.390000 sec): 3 clusters
  Score: Raw -1555190.276245 + Penalty 3219.914676 = -1551970.361569
  nChanged 15
		SP:Iteration 120F (202341.690000 sec): 3 clusters
  Score: Raw -1555192.344768 + Penalty 3219.914676 = -1551972.430093
  nChanged 10
		SP:Iteration 121Q (202341.940000 sec): 3 clusters
  Score: Raw -1555193.684330 + Penalty 3219.914676 = -1551973.769654
  nChanged 12
		SP:Iteration 122Q (202342.210000 sec): 3 clusters
  Score: Raw -1555195.713168 + Penalty 3219.914676 = -1551975.798492
  nChanged 24
		SP:Iteration 123Q (202342.540000 sec): 3 clusters
  Score: Raw -1555200.240820 + Penalty 3219.914676 = -1551980.326144
  nChanged 30
		SP:Iteration 124Q (202342.830000 sec): 3 clusters
  Score: Raw -1555205.191892 + Penalty 3219.914676 = -1551985.277216
  nChanged 26
		SP:Iteration 125Q (202343.130000 sec): 3 clusters
  Score: Raw -1555209.642232 + Penalty 3219.914676 = -1551989.727556
  nChanged 29
		SP:Iteration 126Q (202343.410000 sec): 3 clusters
  Score: Raw -1555215.445701 + Penalty 3219.914676 = -1551995.531025
  nChanged 25
		SP:Iteration 127Q (202343.730000 sec): 3 clusters
  Score: Raw -1555219.519816 + Penalty 3219.914676 = -1551999.605140
  nChanged 23
		SP:Iteration 128Q (202344.050000 sec): 3 clusters
  Score: Raw -1555222.947289 + Penalty 3219.914676 = -1552003.032614
  nChanged 30
		SP:Iteration 129Q (202344.350000 sec): 3 clusters
  Score: Raw -1555228.492359 + Penalty 3219.914676 = -1552008.577683
  nChanged 25
		SP:Iteration 130Q (202344.650000 sec): 3 clusters
  Score: Raw -1555234.466295 + Penalty 3219.914676 = -1552014.551619
  nChanged 22
		SP:Iteration 131Q (202344.980000 sec): 3 clusters
  Score: Raw -1555239.159153 + Penalty 3219.914676 = -1552019.244477
  nChanged 27
		SP:Iteration 132Q (202345.330000 sec): 3 clusters
  Score: Raw -1555243.343053 + Penalty 3219.914676 = -1552023.428377
  nChanged 22
		SP:Iteration 133Q (202345.590000 sec): 3 clusters
  Score: Raw -1555246.769912 + Penalty 3219.914676 = -1552026.855236
  nChanged 15
		SP:Iteration 134Q (202345.850000 sec): 3 clusters
  Score: Raw -1555249.074001 + Penalty 3219.914676 = -1552029.159325
  nChanged 13
		SP:Iteration 135Q (202346.110000 sec): 3 clusters
  Score: Raw -1555250.707644 + Penalty 3219.914676 = -1552030.792968
  nChanged 9
		SP:Iteration 136Q (202346.440000 sec): 3 clusters
  Score: Raw -1555251.871626 + Penalty 3219.914676 = -1552031.956950
  nChanged 6
		SP:Iteration 137Q (202346.650000 sec): 3 clusters
  Score: Raw -1555253.358834 + Penalty 3219.914676 = -1552033.444158
  nChanged 9
		SP:Iteration 138Q (202346.930000 sec): 3 clusters
  Score: Raw -1555255.281146 + Penalty 3219.914676 = -1552035.366470
  nChanged 8
		SP:Iteration 139Q (202347.210000 sec): 3 clusters
  Score: Raw -1555256.369416 + Penalty 3219.914676 = -1552036.454740
  nChanged 7
		SP:Iteration 140F (202347.510000 sec): 3 clusters
  Score: Raw -1555257.443271 + Penalty 3219.914676 = -1552037.528596
  nChanged 9
		SP:Iteration 141Q (202347.790000 sec): 3 clusters
  Score: Raw -1555259.001877 + Penalty 3219.914676 = -1552039.087201
  nChanged 9
		SP:Iteration 142Q (202348.020000 sec): 3 clusters
  Score: Raw -1555261.105718 + Penalty 3219.914676 = -1552041.191042
  nChanged 13
		SP:Iteration 143Q (202348.290000 sec): 3 clusters
  Score: Raw -1555263.528897 + Penalty 3219.914676 = -1552043.614221
  nChanged 9
		SP:Iteration 144Q (202348.520000 sec): 3 clusters
  Score: Raw -1555264.820953 + Penalty 3219.914676 = -1552044.906277
  nChanged 7
		SP:Iteration 145Q (202348.770000 sec): 3 clusters
  Score: Raw -1555265.998758 + Penalty 3219.914676 = -1552046.084082
  nChanged 10
		SP:Iteration 146Q (202349.100000 sec): 3 clusters
  Score: Raw -1555267.830870 + Penalty 3219.914676 = -1552047.916194
  nChanged 11
		SP:Iteration 147Q (202349.350000 sec): 3 clusters
  Score: Raw -1555269.950958 + Penalty 3219.914676 = -1552050.036282
  nChanged 15
		SP:Iteration 148Q (202349.630000 sec): 3 clusters
  Score: Raw -1555272.444229 + Penalty 3219.914676 = -1552052.529554
  nChanged 14
		SP:Iteration 149Q (202349.890000 sec): 3 clusters
  Score: Raw -1555273.953552 + Penalty 3219.914676 = -1552054.038876
  nChanged 6
		SP:Iteration 150Q (202350.200000 sec): 3 clusters
  Score: Raw -1555274.750577 + Penalty 3219.914676 = -1552054.835901
  nChanged 11
		SP:Iteration 151Q (202350.450000 sec): 3 clusters
  Score: Raw -1555276.354491 + Penalty 3219.914676 = -1552056.439816
  nChanged 11
		SP:Iteration 152Q (202350.730000 sec): 3 clusters
  Score: Raw -1555278.167865 + Penalty 3219.914676 = -1552058.253189
  nChanged 8
		SP:Iteration 153Q (202350.970000 sec): 3 clusters
  Score: Raw -1555279.431205 + Penalty 3219.914676 = -1552059.516529
  nChanged 7
		SP:Iteration 154Q (202351.240000 sec): 3 clusters
  Score: Raw -1555280.087699 + Penalty 3219.914676 = -1552060.173023
  nChanged 3
		SP:Iteration 155Q (202351.520000 sec): 3 clusters
  Score: Raw -1555280.419940 + Penalty 3219.914676 = -1552060.505264
  nChanged 4
		SP:Iteration 156Q (202351.760000 sec): 3 clusters
  Score: Raw -1555281.202577 + Penalty 3219.914676 = -1552061.287901
  nChanged 6
		SP:Iteration 157Q (202352.010000 sec): 3 clusters
  Score: Raw -1555282.458400 + Penalty 3219.914676 = -1552062.543724
  nChanged 10
		SP:Iteration 158Q (202352.260000 sec): 3 clusters
  Score: Raw -1555284.998297 + Penalty 3219.914676 = -1552065.083622
  nChanged 17
		SP:Iteration 159Q (202352.530000 sec): 3 clusters
  Score: Raw -1555288.552000 + Penalty 3219.914676 = -1552068.637324
  nChanged 22
		SP:Iteration 160F (202352.800000 sec): 3 clusters
  Score: Raw -1555292.800120 + Penalty 3219.914676 = -1552072.885444
  nChanged 18
		SP:Iteration 161Q (202353.080000 sec): 3 clusters
  Score: Raw -1555296.678547 + Penalty 3219.914676 = -1552076.763872
  nChanged 19
		SP:Iteration 162Q (202353.430000 sec): 3 clusters
  Score: Raw -1555300.148881 + Penalty 3219.914676 = -1552080.234205
  nChanged 17
		SP:Iteration 163Q (202353.720000 sec): 3 clusters
  Score: Raw -1555303.284912 + Penalty 3219.914676 = -1552083.370236
  nChanged 13
		SP:Iteration 164Q (202353.990000 sec): 3 clusters
  Score: Raw -1555305.763968 + Penalty 3219.914676 = -1552085.849292
  nChanged 12
		SP:Iteration 165Q (202354.260000 sec): 3 clusters
  Score: Raw -1555307.923833 + Penalty 3219.914676 = -1552088.009157
  nChanged 13
		SP:Iteration 166Q (202354.520000 sec): 3 clusters
  Score: Raw -1555311.101691 + Penalty 3219.914676 = -1552091.187015
  nChanged 18
		SP:Iteration 167Q (202354.800000 sec): 3 clusters
  Score: Raw -1555313.784655 + Penalty 3219.914676 = -1552093.869979
  nChanged 10
		SP:Iteration 168Q (202355.140000 sec): 3 clusters
  Score: Raw -1555314.966501 + Penalty 3219.914676 = -1552095.051825
  nChanged 6
		SP:Iteration 169Q (202355.380000 sec): 3 clusters
  Score: Raw -1555315.609277 + Penalty 3219.914676 = -1552095.694601
  nChanged 4
		SP:Iteration 170Q (202355.640000 sec): 3 clusters
  Score: Raw -1555316.223540 + Penalty 3219.914676 = -1552096.308864
  nChanged 6
		SP:Iteration 171Q (202355.940000 sec): 3 clusters
  Score: Raw -1555318.098120 + Penalty 3219.914676 = -1552098.183444
  nChanged 11
		SP:Iteration 172Q (202356.200000 sec): 3 clusters
  Score: Raw -1555320.449379 + Penalty 3219.914676 = -1552100.534703
  nChanged 13
		SP:Iteration 173Q (202356.450000 sec): 3 clusters
  Score: Raw -1555322.877415 + Penalty 3219.914676 = -1552102.962739
  nChanged 12
		SP:Iteration 174Q (202356.700000 sec): 3 clusters
  Score: Raw -1555325.767333 + Penalty 3219.914676 = -1552105.852657
  nChanged 14
		SP:Iteration 175Q (202356.920000 sec): 3 clusters
  Score: Raw -1555328.613331 + Penalty 3219.914676 = -1552108.698655
  nChanged 21
		SP:Iteration 176Q (202357.220000 sec): 3 clusters
  Score: Raw -1555333.253219 + Penalty 3219.914676 = -1552113.338543
  nChanged 19
		SP:Iteration 177Q (202357.540000 sec): 3 clusters
  Score: Raw -1555336.748558 + Penalty 3219.914676 = -1552116.833882
  nChanged 11
		SP:Iteration 178Q (202357.800000 sec): 3 clusters
  Score: Raw -1555339.307765 + Penalty 3219.914676 = -1552119.393089
  nChanged 12
		SP:Iteration 179Q (202358.110000 sec): 3 clusters
  Score: Raw -1555341.637825 + Penalty 3219.914676 = -1552121.723150
  nChanged 11
		SP:Iteration 180F (202358.410000 sec): 3 clusters
  Score: Raw -1555344.206693 + Penalty 3219.914676 = -1552124.292017
  nChanged 12
		SP:Iteration 181Q (202358.710000 sec): 3 clusters
  Score: Raw -1555346.699534 + Penalty 3219.914676 = -1552126.784858
  nChanged 16
		SP:Iteration 182Q (202358.940000 sec): 3 clusters
  Score: Raw -1555351.149619 + Penalty 3219.914676 = -1552131.234943
  nChanged 9
		SP:Iteration 183Q (202359.250000 sec): 3 clusters
  Score: Raw -1555353.231229 + Penalty 3219.914676 = -1552133.316553
  nChanged 11
		SP:Iteration 184Q (202359.520000 sec): 3 clusters
  Score: Raw -1555355.399065 + Penalty 3219.914676 = -1552135.484389
  nChanged 9
		SP:Iteration 185Q (202359.780000 sec): 3 clusters
  Score: Raw -1555356.650363 + Penalty 3219.914676 = -1552136.735687
  nChanged 7
		SP:Iteration 186Q (202360.050000 sec): 3 clusters
  Score: Raw -1555357.828998 + Penalty 3219.914676 = -1552137.914323
  nChanged 5
		SP:Iteration 187Q (202360.320000 sec): 3 clusters
  Score: Raw -1555358.708744 + Penalty 3219.914676 = -1552138.794068
  nChanged 6
		SP:Iteration 188Q (202360.580000 sec): 3 clusters
  Score: Raw -1555359.621105 + Penalty 3219.914676 = -1552139.706429
  nChanged 2
		SP:Iteration 189Q (202360.870000 sec): 3 clusters
  Score: Raw -1555360.075900 + Penalty 3219.914676 = -1552140.161224
  nChanged 2
		SP:Iteration 190Q (202361.060000 sec): 3 clusters
  Score: Raw -1555360.587710 + Penalty 3219.914676 = -1552140.673034
  nChanged 1
		SP:Iteration 191Q (202361.330000 sec): 3 clusters
  Score: Raw -1555360.841515 + Penalty 3219.914676 = -1552140.926840
  nChanged 2
		SP:Iteration 192Q (202361.610000 sec): 3 clusters
  Score: Raw -1555361.028428 + Penalty 3219.914676 = -1552141.113752
  nChanged 0
		SP:Iteration 193F (202361.920000 sec): 3 clusters
  Score: Raw -1555361.028428 + Penalty 3219.914676 = -1552141.113752
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 64 (3267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202362.050000 sec): 2 clusters
  Score: Raw -234321.522369 + Penalty 1314.889454 = -233006.632914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202362.230000 sec): 3 clusters
  Score: Raw -232720.503081 + Penalty 2629.778909 = -230090.724172
  nChanged 1282
		SP:Iteration 1F (202362.470000 sec): 3 clusters
  Score: Raw -233681.964731 + Penalty 2629.778909 = -231052.185822
  nChanged 355
		SP:Iteration 2F (202362.650000 sec): 3 clusters
  Score: Raw -234142.097061 + Penalty 2629.778909 = -231512.318152
  nChanged 278
		SP:Iteration 3F (202362.820000 sec): 3 clusters
  Score: Raw -234457.513440 + Penalty 2629.778909 = -231827.734531
  nChanged 203
		SP:Iteration 4F (202363.080000 sec): 3 clusters
  Score: Raw -234692.024835 + Penalty 2629.778909 = -232062.245927
  nChanged 179
		SP:Iteration 5F (202363.260000 sec): 3 clusters
  Score: Raw -234906.224136 + Penalty 2629.778909 = -232276.445227
  nChanged 161
		SP:Iteration 6Q (202363.480000 sec): 3 clusters
  Score: Raw -235040.296212 + Penalty 2629.778909 = -232410.517304
  nChanged 104
		SP:Iteration 7Q (202363.690000 sec): 3 clusters
  Score: Raw -235120.145842 + Penalty 2629.778909 = -232490.366934
  nChanged 70
		SP:Iteration 8Q (202363.900000 sec): 3 clusters
  Score: Raw -235162.829847 + Penalty 2629.778909 = -232533.050938
  nChanged 45
		SP:Iteration 9Q (202364.100000 sec): 3 clusters
  Score: Raw -235187.886714 + Penalty 2629.778909 = -232558.107806
  nChanged 34
		SP:Iteration 10Q (202364.300000 sec): 3 clusters
  Score: Raw -235201.721157 + Penalty 2629.778909 = -232571.942248
  nChanged 27
		SP:Iteration 11Q (202364.520000 sec): 3 clusters
  Score: Raw -235212.089949 + Penalty 2629.778909 = -232582.311040
  nChanged 24
		SP:Iteration 12Q (202364.660000 sec): 3 clusters
  Score: Raw -235222.982775 + Penalty 2629.778909 = -232593.203867
  nChanged 19
		SP:Iteration 13Q (202364.880000 sec): 3 clusters
  Score: Raw -235232.735483 + Penalty 2629.778909 = -232602.956574
  nChanged 15
		SP:Iteration 14Q (202365.080000 sec): 3 clusters
  Score: Raw -235238.651106 + Penalty 2629.778909 = -232608.872197
  nChanged 13
		SP:Iteration 15Q (202365.280000 sec): 3 clusters
  Score: Raw -235244.057288 + Penalty 2629.778909 = -232614.278379
  nChanged 12
		SP:Iteration 16Q (202365.480000 sec): 3 clusters
  Score: Raw -235249.162338 + Penalty 2629.778909 = -232619.383429
  nChanged 11
		SP:Iteration 17Q (202365.700000 sec): 3 clusters
  Score: Raw -235252.880933 + Penalty 2629.778909 = -232623.102024
  nChanged 8
		SP:Iteration 18Q (202365.900000 sec): 3 clusters
  Score: Raw -235256.465111 + Penalty 2629.778909 = -232626.686202
  nChanged 7
		SP:Iteration 19Q (202366.040000 sec): 3 clusters
  Score: Raw -235260.232005 + Penalty 2629.778909 = -232630.453096
  nChanged 8
		SP:Iteration 20F (202366.180000 sec): 3 clusters
  Score: Raw -235262.158239 + Penalty 2629.778909 = -232632.379330
  nChanged 5
		SP:Iteration 21Q (202366.410000 sec): 3 clusters
  Score: Raw -235264.908568 + Penalty 2629.778909 = -232635.129659
  nChanged 8
		SP:Iteration 22Q (202366.590000 sec): 3 clusters
  Score: Raw -235267.789090 + Penalty 2629.778909 = -232638.010181
  nChanged 5
		SP:Iteration 23Q (202366.790000 sec): 3 clusters
  Score: Raw -235269.470364 + Penalty 2629.778909 = -232639.691455
  nChanged 4
		SP:Iteration 24Q (202366.960000 sec): 3 clusters
  Score: Raw -235270.226902 + Penalty 2629.778909 = -232640.447993
  nChanged 1
		SP:Iteration 25Q (202367.140000 sec): 3 clusters
  Score: Raw -235270.303880 + Penalty 2629.778909 = -232640.524972
  nChanged 0
		SP:Iteration 26F (202367.300000 sec): 3 clusters
  Score: Raw -235270.303880 + Penalty 2629.778909 = -232640.524972
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 65 (633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202367.410000 sec): 2 clusters
  Score: Raw -50415.273356 + Penalty 1048.201444 = -49367.071913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202367.600000 sec): 3 clusters
  Score: Raw -50330.488865 + Penalty 2096.402887 = -48234.085978
  nChanged 165
		SP:Iteration 1F (202367.740000 sec): 3 clusters
  Score: Raw -50543.222939 + Penalty 2096.402887 = -48446.820052
  nChanged 42
		SP:Iteration 2F (202367.900000 sec): 3 clusters
  Score: Raw -50609.966946 + Penalty 2096.402887 = -48513.564059
  nChanged 22
		SP:Iteration 3Q (202368.080000 sec): 3 clusters
  Score: Raw -50648.714854 + Penalty 2096.402887 = -48552.311967
  nChanged 17
		SP:Iteration 4Q (202368.300000 sec): 3 clusters
  Score: Raw -50677.154092 + Penalty 2096.402887 = -48580.751205
  nChanged 10
		SP:Iteration 5Q (202368.440000 sec): 3 clusters
  Score: Raw -50697.663853 + Penalty 2096.402887 = -48601.260965
  nChanged 8
		SP:Iteration 6Q (202368.620000 sec): 3 clusters
  Score: Raw -50709.042680 + Penalty 2096.402887 = -48612.639793
  nChanged 6
		SP:Iteration 7Q (202368.840000 sec): 3 clusters
  Score: Raw -50718.682815 + Penalty 2096.402887 = -48622.279927
  nChanged 4
		SP:Iteration 8Q (202368.990000 sec): 3 clusters
  Score: Raw -50731.533680 + Penalty 2096.402887 = -48635.130793
  nChanged 2
		SP:Iteration 9Q (202369.240000 sec): 3 clusters
  Score: Raw -50735.526678 + Penalty 2096.402887 = -48639.123791
  nChanged 3
		SP:Iteration 10Q (202369.390000 sec): 3 clusters
  Score: Raw -50739.005276 + Penalty 2096.402887 = -48642.602389
  nChanged 2
		SP:Iteration 11Q (202369.530000 sec): 3 clusters
  Score: Raw -50742.572187 + Penalty 2096.402887 = -48646.169299
  nChanged 2
		SP:Iteration 12Q (202369.680000 sec): 3 clusters
  Score: Raw -50744.028337 + Penalty 2096.402887 = -48647.625450
  nChanged 1
		SP:Iteration 13Q (202369.790000 sec): 3 clusters
  Score: Raw -50745.004426 + Penalty 2096.402887 = -48648.601539
  nChanged 0
		SP:Iteration 14F (202369.950000 sec): 3 clusters
  Score: Raw -50745.004426 + Penalty 2096.402887 = -48648.601539
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 66 (7184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202370.080000 sec): 2 clusters
  Score: Raw -605959.455817 + Penalty 1442.936887 = -604516.518930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202370.310000 sec): 3 clusters
  Score: Raw -602059.689993 + Penalty 2885.873773 = -599173.816220
  nChanged 3032
		SP:Iteration 1F (202370.550000 sec): 3 clusters
  Score: Raw -603773.044798 + Penalty 2885.873773 = -600887.171025
  nChanged 590
		SP:Iteration 2F (202370.740000 sec): 3 clusters
  Score: Raw -604153.908815 + Penalty 2885.873773 = -601268.035042
  nChanged 540
		SP:Iteration 3F (202370.940000 sec): 3 clusters
  Score: Raw -604538.526384 + Penalty 2885.873773 = -601652.652610
  nChanged 519
		SP:Iteration 4F (202371.170000 sec): 3 clusters
  Score: Raw -604928.942404 + Penalty 2885.873773 = -602043.068631
  nChanged 485
		SP:Iteration 5F (202371.360000 sec): 3 clusters
  Score: Raw -605294.824690 + Penalty 2885.873773 = -602408.950916
  nChanged 410
		SP:Iteration 6F (202371.590000 sec): 3 clusters
  Score: Raw -605616.613466 + Penalty 2885.873773 = -602730.739693
  nChanged 343
		SP:Iteration 7Q (202371.790000 sec): 3 clusters
  Score: Raw -605888.193649 + Penalty 2885.873773 = -603002.319876
  nChanged 273
		SP:Iteration 8Q (202372.040000 sec): 3 clusters
  Score: Raw -606105.182258 + Penalty 2885.873773 = -603219.308485
  nChanged 219
		SP:Iteration 9Q (202372.290000 sec): 3 clusters
  Score: Raw -606248.147466 + Penalty 2885.873773 = -603362.273693
  nChanged 171
		SP:Iteration 10Q (202372.490000 sec): 3 clusters
  Score: Raw -606348.068745 + Penalty 2885.873773 = -603462.194972
  nChanged 114
		SP:Iteration 11Q (202372.690000 sec): 3 clusters
  Score: Raw -606409.678594 + Penalty 2885.873773 = -603523.804821
  nChanged 95
		SP:Iteration 12Q (202372.910000 sec): 3 clusters
  Score: Raw -606450.866014 + Penalty 2885.873773 = -603564.992241
  nChanged 70
		SP:Iteration 13Q (202373.120000 sec): 3 clusters
  Score: Raw -606478.050418 + Penalty 2885.873773 = -603592.176645
  nChanged 51
		SP:Iteration 14Q (202373.310000 sec): 3 clusters
  Score: Raw -606501.220801 + Penalty 2885.873773 = -603615.347028
  nChanged 42
		SP:Iteration 15Q (202373.520000 sec): 3 clusters
  Score: Raw -606515.983170 + Penalty 2885.873773 = -603630.109397
  nChanged 39
		SP:Iteration 16Q (202373.730000 sec): 3 clusters
  Score: Raw -606531.439344 + Penalty 2885.873773 = -603645.565571
  nChanged 34
		SP:Iteration 17Q (202373.950000 sec): 3 clusters
  Score: Raw -606543.838785 + Penalty 2885.873773 = -603657.965012
  nChanged 26
		SP:Iteration 18Q (202374.210000 sec): 3 clusters
  Score: Raw -606556.317173 + Penalty 2885.873773 = -603670.443399
  nChanged 20
		SP:Iteration 19Q (202374.450000 sec): 3 clusters
  Score: Raw -606565.212441 + Penalty 2885.873773 = -603679.338668
  nChanged 22
		SP:Iteration 20F (202374.650000 sec): 3 clusters
  Score: Raw -606574.438175 + Penalty 2885.873773 = -603688.564401
  nChanged 20
		SP:Iteration 21Q (202374.890000 sec): 3 clusters
  Score: Raw -606586.010765 + Penalty 2885.873773 = -603700.136992
  nChanged 27
		SP:Iteration 22Q (202375.100000 sec): 3 clusters
  Score: Raw -606601.011274 + Penalty 2885.873773 = -603715.137501
  nChanged 27
		SP:Iteration 23Q (202375.280000 sec): 3 clusters
  Score: Raw -606617.418532 + Penalty 2885.873773 = -603731.544759
  nChanged 28
		SP:Iteration 24Q (202375.540000 sec): 3 clusters
  Score: Raw -606630.284701 + Penalty 2885.873773 = -603744.410928
  nChanged 27
		SP:Iteration 25Q (202375.790000 sec): 3 clusters
  Score: Raw -606641.729660 + Penalty 2885.873773 = -603755.855886
  nChanged 26
		SP:Iteration 26Q (202375.990000 sec): 3 clusters
  Score: Raw -606653.106238 + Penalty 2885.873773 = -603767.232465
  nChanged 27
		SP:Iteration 27Q (202376.230000 sec): 3 clusters
  Score: Raw -606663.513595 + Penalty 2885.873773 = -603777.639822
  nChanged 18
		SP:Iteration 28Q (202376.450000 sec): 3 clusters
  Score: Raw -606671.091826 + Penalty 2885.873773 = -603785.218053
  nChanged 15
		SP:Iteration 29Q (202376.650000 sec): 3 clusters
  Score: Raw -606675.884199 + Penalty 2885.873773 = -603790.010426
  nChanged 15
		SP:Iteration 30Q (202376.860000 sec): 3 clusters
  Score: Raw -606680.583332 + Penalty 2885.873773 = -603794.709559
  nChanged 15
		SP:Iteration 31Q (202377.070000 sec): 3 clusters
  Score: Raw -606687.700992 + Penalty 2885.873773 = -603801.827218
  nChanged 21
		SP:Iteration 32Q (202377.320000 sec): 3 clusters
  Score: Raw -606697.379735 + Penalty 2885.873773 = -603811.505961
  nChanged 15
		SP:Iteration 33Q (202377.520000 sec): 3 clusters
  Score: Raw -606702.913794 + Penalty 2885.873773 = -603817.040021
  nChanged 13
		SP:Iteration 34Q (202377.740000 sec): 3 clusters
  Score: Raw -606708.240202 + Penalty 2885.873773 = -603822.366429
  nChanged 7
		SP:Iteration 35Q (202377.910000 sec): 3 clusters
  Score: Raw -606710.180414 + Penalty 2885.873773 = -603824.306641
  nChanged 7
		SP:Iteration 36Q (202378.110000 sec): 3 clusters
  Score: Raw -606712.224418 + Penalty 2885.873773 = -603826.350645
  nChanged 5
		SP:Iteration 37Q (202378.290000 sec): 3 clusters
  Score: Raw -606713.499511 + Penalty 2885.873773 = -603827.625738
  nChanged 4
		SP:Iteration 38Q (202378.480000 sec): 3 clusters
  Score: Raw -606714.608058 + Penalty 2885.873773 = -603828.734284
  nChanged 3
		SP:Iteration 39Q (202378.730000 sec): 3 clusters
  Score: Raw -606715.446544 + Penalty 2885.873773 = -603829.572771
  nChanged 2
		SP:Iteration 40F (202378.950000 sec): 3 clusters
  Score: Raw -606716.247472 + Penalty 2885.873773 = -603830.373699
  nChanged 1
		SP:Iteration 41Q (202379.160000 sec): 3 clusters
  Score: Raw -606717.238820 + Penalty 2885.873773 = -603831.365047
  nChanged 5
		SP:Iteration 42Q (202379.340000 sec): 3 clusters
  Score: Raw -606718.415915 + Penalty 2885.873773 = -603832.542142
  nChanged 0
		SP:Iteration 43F (202379.500000 sec): 3 clusters
  Score: Raw -606718.415915 + Penalty 2885.873773 = -603832.542142
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 67 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202379.620000 sec): 2 clusters
  Score: Raw -36397.415947 + Penalty 986.494881 = -35410.921066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202379.780000 sec): 3 clusters
  Score: Raw -36370.752104 + Penalty 1972.989762 = -34397.762342
  nChanged 86
		SP:Iteration 1F (202379.930000 sec): 3 clusters
  Score: Raw -36532.642105 + Penalty 1972.989762 = -34559.652343
  nChanged 26
		SP:Iteration 2F (202380.080000 sec): 3 clusters
  Score: Raw -36613.232809 + Penalty 1972.989762 = -34640.243047
  nChanged 17
		SP:Iteration 3Q (202380.230000 sec): 3 clusters
  Score: Raw -36655.709401 + Penalty 1972.989762 = -34682.719639
  nChanged 5
		SP:Iteration 4Q (202380.380000 sec): 3 clusters
  Score: Raw -36666.111200 + Penalty 1972.989762 = -34693.121439
  nChanged 7
		SP:Iteration 5Q (202380.530000 sec): 3 clusters
  Score: Raw -36678.199058 + Penalty 1972.989762 = -34705.209296
  nChanged 4
		SP:Iteration 6Q (202380.670000 sec): 3 clusters
  Score: Raw -36686.903618 + Penalty 1972.989762 = -34713.913856
  nChanged 4
		SP:Iteration 7Q (202380.810000 sec): 3 clusters
  Score: Raw -36692.914481 + Penalty 1972.989762 = -34719.924720
  nChanged 4
		SP:Iteration 8Q (202380.960000 sec): 3 clusters
  Score: Raw -36709.536555 + Penalty 1972.989762 = -34736.546794
  nChanged 5
		SP:Iteration 9Q (202381.110000 sec): 3 clusters
  Score: Raw -36717.339571 + Penalty 1972.989762 = -34744.349810
  nChanged 5
		SP:Iteration 10Q (202381.250000 sec): 3 clusters
  Score: Raw -36737.228189 + Penalty 1972.989762 = -34764.238428
  nChanged 7
		SP:Iteration 11Q (202381.390000 sec): 3 clusters
  Score: Raw -36799.746144 + Penalty 1972.989762 = -34826.756382
  nChanged 13
		SP:Iteration 12Q (202381.570000 sec): 3 clusters
  Score: Raw -36930.532586 + Penalty 1972.989762 = -34957.542825
  nChanged 15
		SP:Iteration 13Q (202381.740000 sec): 3 clusters
  Score: Raw -37095.674954 + Penalty 1972.989762 = -35122.685193
  nChanged 19
		SP:Iteration 14Q (202381.940000 sec): 3 clusters
  Score: Raw -37131.064435 + Penalty 1972.989762 = -35158.074674
  nChanged 12
		SP:Iteration 15Q (202382.090000 sec): 3 clusters
  Score: Raw -37156.900169 + Penalty 1972.989762 = -35183.910408
  nChanged 8
		SP:Iteration 16Q (202382.290000 sec): 3 clusters
  Score: Raw -37170.155551 + Penalty 1972.989762 = -35197.165789
  nChanged 5
		SP:Iteration 17Q (202382.470000 sec): 3 clusters
  Score: Raw -37179.370052 + Penalty 1972.989762 = -35206.380290
  nChanged 3
		SP:Iteration 18Q (202382.630000 sec): 3 clusters
  Score: Raw -37187.726820 + Penalty 1972.989762 = -35214.737058
  nChanged 6
		SP:Iteration 19Q (202382.850000 sec): 3 clusters
  Score: Raw -37206.189343 + Penalty 1972.989762 = -35233.199581
  nChanged 6
		SP:Iteration 20F (202383.030000 sec): 3 clusters
  Score: Raw -37229.464140 + Penalty 1972.989762 = -35256.474379
  nChanged 3
		SP:Iteration 21Q (202383.190000 sec): 3 clusters
  Score: Raw -37241.044900 + Penalty 1972.989762 = -35268.055138
  nChanged 4
		SP:Iteration 22Q (202383.360000 sec): 3 clusters
  Score: Raw -37254.355547 + Penalty 1972.989762 = -35281.365785
  nChanged 2
		SP:Iteration 23Q (202383.570000 sec): 3 clusters
  Score: Raw -37257.830527 + Penalty 1972.989762 = -35284.840766
  nChanged 0
		SP:Iteration 24F (202383.730000 sec): 3 clusters
  Score: Raw -37257.830527 + Penalty 1972.989762 = -35284.840766
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 68 (14661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202383.880000 sec): 2 clusters
  Score: Raw -1248757.217062 + Penalty 1558.853755 = -1247198.363307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202384.100000 sec): 3 clusters
  Score: Raw -1240173.568998 + Penalty 3117.707510 = -1237055.861488
  nChanged 6553
		SP:Iteration 1F (202384.350000 sec): 3 clusters
  Score: Raw -1243886.313049 + Penalty 3117.707510 = -1240768.605538
  nChanged 967
		SP:Iteration 2F (202384.550000 sec): 3 clusters
  Score: Raw -1244376.055230 + Penalty 3117.707510 = -1241258.347720
  nChanged 864
		SP:Iteration 3F (202384.760000 sec): 3 clusters
  Score: Raw -1244820.075593 + Penalty 3117.707510 = -1241702.368083
  nChanged 858
		SP:Iteration 4F (202384.980000 sec): 3 clusters
  Score: Raw -1245250.651961 + Penalty 3117.707510 = -1242132.944451
  nChanged 808
		SP:Iteration 5F (202385.200000 sec): 3 clusters
  Score: Raw -1245659.404299 + Penalty 3117.707510 = -1242541.696789
  nChanged 782
		SP:Iteration 6F (202385.450000 sec): 3 clusters
  Score: Raw -1246057.653147 + Penalty 3117.707510 = -1242939.945637
  nChanged 660
		SP:Iteration 7Q (202385.690000 sec): 3 clusters
  Score: Raw -1246395.531429 + Penalty 3117.707510 = -1243277.823918
  nChanged 610
		SP:Iteration 8Q (202385.910000 sec): 3 clusters
  Score: Raw -1246679.712053 + Penalty 3117.707510 = -1243562.004543
  nChanged 523
		SP:Iteration 9Q (202386.150000 sec): 3 clusters
  Score: Raw -1246920.732717 + Penalty 3117.707510 = -1243803.025207
  nChanged 495
		SP:Iteration 10Q (202386.390000 sec): 3 clusters
  Score: Raw -1247142.238525 + Penalty 3117.707510 = -1244024.531015
  nChanged 418
		SP:Iteration 11Q (202386.570000 sec): 3 clusters
  Score: Raw -1247326.564919 + Penalty 3117.707510 = -1244208.857409
  nChanged 391
		SP:Iteration 12Q (202386.790000 sec): 3 clusters
  Score: Raw -1247500.867317 + Penalty 3117.707510 = -1244383.159807
  nChanged 351
		SP:Iteration 13Q (202387.050000 sec): 3 clusters
  Score: Raw -1247648.139856 + Penalty 3117.707510 = -1244530.432346
  nChanged 303
		SP:Iteration 14Q (202387.320000 sec): 3 clusters
  Score: Raw -1247782.760675 + Penalty 3117.707510 = -1244665.053164
  nChanged 285
		SP:Iteration 15Q (202387.550000 sec): 3 clusters
  Score: Raw -1247915.991826 + Penalty 3117.707510 = -1244798.284316
  nChanged 247
		SP:Iteration 16Q (202387.770000 sec): 3 clusters
  Score: Raw -1248031.595839 + Penalty 3117.707510 = -1244913.888328
  nChanged 225
		SP:Iteration 17Q (202388.000000 sec): 3 clusters
  Score: Raw -1248137.301778 + Penalty 3117.707510 = -1245019.594268
  nChanged 213
		SP:Iteration 18Q (202388.250000 sec): 3 clusters
  Score: Raw -1248241.816352 + Penalty 3117.707510 = -1245124.108841
  nChanged 180
		SP:Iteration 19Q (202388.510000 sec): 3 clusters
  Score: Raw -1248330.555676 + Penalty 3117.707510 = -1245212.848165
  nChanged 184
		SP:Iteration 20F (202388.770000 sec): 3 clusters
  Score: Raw -1248425.989113 + Penalty 3117.707510 = -1245308.281602
  nChanged 152
		SP:Iteration 21Q (202389.030000 sec): 3 clusters
  Score: Raw -1248501.834688 + Penalty 3117.707510 = -1245384.127178
  nChanged 148
		SP:Iteration 22Q (202389.230000 sec): 3 clusters
  Score: Raw -1248584.560293 + Penalty 3117.707510 = -1245466.852783
  nChanged 118
		SP:Iteration 23Q (202389.490000 sec): 3 clusters
  Score: Raw -1248644.817650 + Penalty 3117.707510 = -1245527.110140
  nChanged 100
		SP:Iteration 24Q (202389.710000 sec): 3 clusters
  Score: Raw -1248695.559719 + Penalty 3117.707510 = -1245577.852209
  nChanged 93
		SP:Iteration 25Q (202389.950000 sec): 3 clusters
  Score: Raw -1248743.586937 + Penalty 3117.707510 = -1245625.879426
  nChanged 67
		SP:Iteration 26Q (202390.190000 sec): 3 clusters
  Score: Raw -1248784.005129 + Penalty 3117.707510 = -1245666.297618
  nChanged 55
		SP:Iteration 27Q (202390.450000 sec): 3 clusters
  Score: Raw -1248812.815467 + Penalty 3117.707510 = -1245695.107956
  nChanged 50
		SP:Iteration 28Q (202390.680000 sec): 3 clusters
  Score: Raw -1248839.622405 + Penalty 3117.707510 = -1245721.914894
  nChanged 46
		SP:Iteration 29Q (202390.930000 sec): 3 clusters
  Score: Raw -1248869.520925 + Penalty 3117.707510 = -1245751.813414
  nChanged 45
		SP:Iteration 30Q (202391.130000 sec): 3 clusters
  Score: Raw -1248891.977050 + Penalty 3117.707510 = -1245774.269539
  nChanged 28
		SP:Iteration 31Q (202391.410000 sec): 3 clusters
  Score: Raw -1248902.296418 + Penalty 3117.707510 = -1245784.588907
  nChanged 23
		SP:Iteration 32Q (202391.640000 sec): 3 clusters
  Score: Raw -1248910.645470 + Penalty 3117.707510 = -1245792.937960
  nChanged 11
		SP:Iteration 33Q (202391.830000 sec): 3 clusters
  Score: Raw -1248915.570271 + Penalty 3117.707510 = -1245797.862761
  nChanged 11
		SP:Iteration 34Q (202392.110000 sec): 3 clusters
  Score: Raw -1248923.041446 + Penalty 3117.707510 = -1245805.333936
  nChanged 20
		SP:Iteration 35Q (202392.350000 sec): 3 clusters
  Score: Raw -1248934.684008 + Penalty 3117.707510 = -1245816.976497
  nChanged 16
		SP:Iteration 36Q (202392.570000 sec): 3 clusters
  Score: Raw -1248941.378012 + Penalty 3117.707510 = -1245823.670502
  nChanged 15
		SP:Iteration 37Q (202392.810000 sec): 3 clusters
  Score: Raw -1248947.976849 + Penalty 3117.707510 = -1245830.269339
  nChanged 12
		SP:Iteration 38Q (202393.060000 sec): 3 clusters
  Score: Raw -1248954.262583 + Penalty 3117.707510 = -1245836.555073
  nChanged 12
		SP:Iteration 39Q (202393.300000 sec): 3 clusters
  Score: Raw -1248960.582836 + Penalty 3117.707510 = -1245842.875326
  nChanged 11
		SP:Iteration 40F (202393.570000 sec): 3 clusters
  Score: Raw -1248966.824894 + Penalty 3117.707510 = -1245849.117384
  nChanged 9
		SP:Iteration 41Q (202393.750000 sec): 3 clusters
  Score: Raw -1248971.573163 + Penalty 3117.707510 = -1245853.865652
  nChanged 7
		SP:Iteration 42Q (202394.000000 sec): 3 clusters
  Score: Raw -1248975.796016 + Penalty 3117.707510 = -1245858.088506
  nChanged 7
		SP:Iteration 43Q (202394.240000 sec): 3 clusters
  Score: Raw -1248979.124929 + Penalty 3117.707510 = -1245861.417419
  nChanged 6
		SP:Iteration 44Q (202394.480000 sec): 3 clusters
  Score: Raw -1248981.884732 + Penalty 3117.707510 = -1245864.177222
  nChanged 5
		SP:Iteration 45Q (202394.690000 sec): 3 clusters
  Score: Raw -1248983.778899 + Penalty 3117.707510 = -1245866.071388
  nChanged 2
		SP:Iteration 46Q (202394.910000 sec): 3 clusters
  Score: Raw -1248984.410839 + Penalty 3117.707510 = -1245866.703328
  nChanged 2
		SP:Iteration 47Q (202395.160000 sec): 3 clusters
  Score: Raw -1248985.084803 + Penalty 3117.707510 = -1245867.377293
  nChanged 3
		SP:Iteration 48Q (202395.360000 sec): 3 clusters
  Score: Raw -1248986.337470 + Penalty 3117.707510 = -1245868.629960
  nChanged 4
		SP:Iteration 49Q (202395.610000 sec): 3 clusters
  Score: Raw -1248988.543342 + Penalty 3117.707510 = -1245870.835832
  nChanged 5
		SP:Iteration 50Q (202395.850000 sec): 3 clusters
  Score: Raw -1248992.297136 + Penalty 3117.707510 = -1245874.589626
  nChanged 4
		SP:Iteration 51Q (202396.100000 sec): 3 clusters
  Score: Raw -1248993.815882 + Penalty 3117.707510 = -1245876.108371
  nChanged 1
		SP:Iteration 52Q (202396.330000 sec): 3 clusters
  Score: Raw -1248994.114272 + Penalty 3117.707510 = -1245876.406761
  nChanged 0
		SP:Iteration 53F (202396.540000 sec): 3 clusters
  Score: Raw -1248994.114272 + Penalty 3117.707510 = -1245876.406761
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 69 (520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202396.640000 sec): 2 clusters
  Score: Raw -45139.679809 + Penalty 1016.247182 = -44123.432627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202396.840000 sec): 3 clusters
  Score: Raw -45060.139330 + Penalty 2032.494364 = -43027.644966
  nChanged 121
		SP:Iteration 1F (202397.030000 sec): 3 clusters
  Score: Raw -45198.794866 + Penalty 2032.494364 = -43166.300502
  nChanged 25
		SP:Iteration 2Q (202397.190000 sec): 3 clusters
  Score: Raw -45226.805450 + Penalty 2032.494364 = -43194.311086
  nChanged 15
		SP:Iteration 3Q (202397.400000 sec): 3 clusters
  Score: Raw -45241.573408 + Penalty 2032.494364 = -43209.079044
  nChanged 6
		SP:Iteration 4Q (202397.580000 sec): 3 clusters
  Score: Raw -45249.206689 + Penalty 2032.494364 = -43216.712325
  nChanged 2
		SP:Iteration 5Q (202397.790000 sec): 3 clusters
  Score: Raw -45251.914911 + Penalty 2032.494364 = -43219.420547
  nChanged 2
		SP:Iteration 6Q (202397.930000 sec): 3 clusters
  Score: Raw -45253.012407 + Penalty 2032.494364 = -43220.518043
  nChanged 2
		SP:Iteration 7Q (202398.140000 sec): 3 clusters
  Score: Raw -45255.256300 + Penalty 2032.494364 = -43222.761936
  nChanged 1
		SP:Iteration 8Q (202398.310000 sec): 3 clusters
  Score: Raw -45255.993123 + Penalty 2032.494364 = -43223.498759
  nChanged 0
		SP:Iteration 9F (202398.480000 sec): 3 clusters
  Score: Raw -45255.993123 + Penalty 2032.494364 = -43223.498759
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 70 (2049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202398.620000 sec): 2 clusters
  Score: Raw -166439.025918 + Penalty 1239.079912 = -165199.946006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202398.840000 sec): 3 clusters
  Score: Raw -165536.688837 + Penalty 2478.159823 = -163058.529013
  nChanged 754
		SP:Iteration 1F (202399.010000 sec): 3 clusters
  Score: Raw -166039.086766 + Penalty 2478.159823 = -163560.926942
  nChanged 146
		SP:Iteration 2F (202399.240000 sec): 3 clusters
  Score: Raw -166135.725341 + Penalty 2478.159823 = -163657.565518
  nChanged 86
		SP:Iteration 3Q (202399.440000 sec): 3 clusters
  Score: Raw -166188.216890 + Penalty 2478.159823 = -163710.057067
  nChanged 52
		SP:Iteration 4Q (202399.620000 sec): 3 clusters
  Score: Raw -166217.209093 + Penalty 2478.159823 = -163739.049270
  nChanged 38
		SP:Iteration 5Q (202399.860000 sec): 3 clusters
  Score: Raw -166238.097138 + Penalty 2478.159823 = -163759.937314
  nChanged 33
		SP:Iteration 6Q (202400.060000 sec): 3 clusters
  Score: Raw -166254.296191 + Penalty 2478.159823 = -163776.136368
  nChanged 26
		SP:Iteration 7Q (202400.270000 sec): 3 clusters
  Score: Raw -166267.948552 + Penalty 2478.159823 = -163789.788729
  nChanged 17
		SP:Iteration 8Q (202400.490000 sec): 3 clusters
  Score: Raw -166274.847847 + Penalty 2478.159823 = -163796.688024
  nChanged 6
		SP:Iteration 9Q (202400.660000 sec): 3 clusters
  Score: Raw -166278.011594 + Penalty 2478.159823 = -163799.851771
  nChanged 9
		SP:Iteration 10Q (202400.860000 sec): 3 clusters
  Score: Raw -166282.310827 + Penalty 2478.159823 = -163804.151004
  nChanged 13
		SP:Iteration 11Q (202401.080000 sec): 3 clusters
  Score: Raw -166286.270711 + Penalty 2478.159823 = -163808.110888
  nChanged 8
		SP:Iteration 12Q (202401.290000 sec): 3 clusters
  Score: Raw -166291.045223 + Penalty 2478.159823 = -163812.885400
  nChanged 13
		SP:Iteration 13Q (202401.490000 sec): 3 clusters
  Score: Raw -166296.704224 + Penalty 2478.159823 = -163818.544401
  nChanged 9
		SP:Iteration 14Q (202401.720000 sec): 3 clusters
  Score: Raw -166299.914528 + Penalty 2478.159823 = -163821.754705
  nChanged 7
		SP:Iteration 15Q (202401.860000 sec): 3 clusters
  Score: Raw -166304.670753 + Penalty 2478.159823 = -163826.510930
  nChanged 8
		SP:Iteration 16Q (202402.070000 sec): 3 clusters
  Score: Raw -166309.630381 + Penalty 2478.159823 = -163831.470558
  nChanged 5
		SP:Iteration 17Q (202402.260000 sec): 3 clusters
  Score: Raw -166311.885949 + Penalty 2478.159823 = -163833.726126
  nChanged 7
		SP:Iteration 18Q (202402.460000 sec): 3 clusters
  Score: Raw -166313.748568 + Penalty 2478.159823 = -163835.588745
  nChanged 2
		SP:Iteration 19Q (202402.630000 sec): 3 clusters
  Score: Raw -166314.789523 + Penalty 2478.159823 = -163836.629700
  nChanged 2
		SP:Iteration 20F (202402.780000 sec): 3 clusters
  Score: Raw -166315.549108 + Penalty 2478.159823 = -163837.389285
  nChanged 4
		SP:Iteration 21Q (202403.010000 sec): 3 clusters
  Score: Raw -166316.304585 + Penalty 2478.159823 = -163838.144762
  nChanged 4
		SP:Iteration 22Q (202403.180000 sec): 3 clusters
  Score: Raw -166317.241146 + Penalty 2478.159823 = -163839.081323
  nChanged 3
		SP:Iteration 23Q (202403.340000 sec): 3 clusters
  Score: Raw -166317.921627 + Penalty 2478.159823 = -163839.761804
  nChanged 2
		SP:Iteration 24Q (202403.580000 sec): 3 clusters
  Score: Raw -166318.698161 + Penalty 2478.159823 = -163840.538338
  nChanged 3
		SP:Iteration 25Q (202403.740000 sec): 3 clusters
  Score: Raw -166320.487133 + Penalty 2478.159823 = -163842.327310
  nChanged 5
		SP:Iteration 26Q (202403.970000 sec): 3 clusters
  Score: Raw -166322.064367 + Penalty 2478.159823 = -163843.904544
  nChanged 1
		SP:Iteration 27Q (202404.150000 sec): 3 clusters
  Score: Raw -166322.302709 + Penalty 2478.159823 = -163844.142886
  nChanged 1
		SP:Iteration 28Q (202404.300000 sec): 3 clusters
  Score: Raw -166322.824807 + Penalty 2478.159823 = -163844.664984
  nChanged 1
		SP:Iteration 29Q (202404.520000 sec): 3 clusters
  Score: Raw -166323.102000 + Penalty 2478.159823 = -163844.942177
  nChanged 0
		SP:Iteration 30F (202404.670000 sec): 3 clusters
  Score: Raw -166323.102000 + Penalty 2478.159823 = -163844.942177
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 71 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202404.760000 sec): 2 clusters
  Score: Raw -36282.560112 + Penalty 977.625538 = -35304.934573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202404.900000 sec): 3 clusters
  Score: Raw -36247.483124 + Penalty 1955.251077 = -34292.232047
  nChanged 91
		SP:Iteration 1F (202405.120000 sec): 3 clusters
  Score: Raw -36398.072165 + Penalty 1955.251077 = -34442.821088
  nChanged 23
		SP:Iteration 2F (202405.320000 sec): 3 clusters
  Score: Raw -36452.677916 + Penalty 1955.251077 = -34497.426839
  nChanged 6
		SP:Iteration 3Q (202405.480000 sec): 3 clusters
  Score: Raw -36467.374535 + Penalty 1955.251077 = -34512.123458
  nChanged 8
		SP:Iteration 4Q (202405.680000 sec): 3 clusters
  Score: Raw -36478.580471 + Penalty 1955.251077 = -34523.329394
  nChanged 4
		SP:Iteration 5Q (202405.890000 sec): 3 clusters
  Score: Raw -36487.449056 + Penalty 1955.251077 = -34532.197979
  nChanged 3
		SP:Iteration 6Q (202406.040000 sec): 3 clusters
  Score: Raw -36494.380977 + Penalty 1955.251077 = -34539.129900
  nChanged 2
		SP:Iteration 7Q (202406.230000 sec): 3 clusters
  Score: Raw -36496.376437 + Penalty 1955.251077 = -34541.125360
  nChanged 1
		SP:Iteration 8Q (202406.450000 sec): 3 clusters
  Score: Raw -36501.938976 + Penalty 1955.251077 = -34546.687899
  nChanged 0
		SP:Iteration 9F (202406.660000 sec): 3 clusters
  Score: Raw -36501.938976 + Penalty 1955.251077 = -34546.687899
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 72 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202406.760000 sec): 2 clusters
  Score: Raw -22670.541171 + Penalty 899.175792 = -21771.365379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202406.950000 sec): 3 clusters
  Score: Raw -22730.683080 + Penalty 1798.351584 = -20932.331496
  nChanged 29
		SP:Iteration 1F (202407.140000 sec): 3 clusters
  Score: Raw -22796.957169 + Penalty 1798.351584 = -20998.605585
  nChanged 7
		SP:Iteration 2Q (202407.360000 sec): 3 clusters
  Score: Raw -22814.964939 + Penalty 1798.351584 = -21016.613355
  nChanged 2
		SP:Iteration 3Q (202407.520000 sec): 3 clusters
  Score: Raw -22820.224925 + Penalty 1798.351584 = -21021.873341
  nChanged 0
		SP:Iteration 4F (202407.730000 sec): 3 clusters
  Score: Raw -22820.224925 + Penalty 1798.351584 = -21021.873341
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 73 (8588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202407.890000 sec): 2 clusters
  Score: Raw -690071.598411 + Penalty 1471.944688 = -688599.653723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202408.080000 sec): 3 clusters
  Score: Raw -685343.810847 + Penalty 2943.889377 = -682399.921470
  nChanged 3619
		SP:Iteration 1F (202408.340000 sec): 3 clusters
  Score: Raw -687327.097157 + Penalty 2943.889377 = -684383.207781
  nChanged 629
		SP:Iteration 2F (202408.540000 sec): 3 clusters
  Score: Raw -687648.241408 + Penalty 2943.889377 = -684704.352031
  nChanged 500
		SP:Iteration 3F (202408.750000 sec): 3 clusters
  Score: Raw -687906.702308 + Penalty 2943.889377 = -684962.812931
  nChanged 440
		SP:Iteration 4F (202408.980000 sec): 3 clusters
  Score: Raw -688134.236840 + Penalty 2943.889377 = -685190.347463
  nChanged 397
		SP:Iteration 5Q (202409.160000 sec): 3 clusters
  Score: Raw -688370.726594 + Penalty 2943.889377 = -685426.837217
  nChanged 356
		SP:Iteration 6Q (202409.380000 sec): 3 clusters
  Score: Raw -688568.938158 + Penalty 2943.889377 = -685625.048781
  nChanged 291
		SP:Iteration 7Q (202409.600000 sec): 3 clusters
  Score: Raw -688748.671676 + Penalty 2943.889377 = -685804.782300
  nChanged 311
		SP:Iteration 8Q (202409.850000 sec): 3 clusters
  Score: Raw -688939.159866 + Penalty 2943.889377 = -685995.270489
  nChanged 258
		SP:Iteration 9Q (202410.060000 sec): 3 clusters
  Score: Raw -689096.173500 + Penalty 2943.889377 = -686152.284123
  nChanged 246
		SP:Iteration 10Q (202410.220000 sec): 3 clusters
  Score: Raw -689246.557813 + Penalty 2943.889377 = -686302.668436
  nChanged 228
		SP:Iteration 11Q (202410.420000 sec): 3 clusters
  Score: Raw -689384.111704 + Penalty 2943.889377 = -686440.222328
  nChanged 183
		SP:Iteration 12Q (202410.610000 sec): 3 clusters
  Score: Raw -689480.962462 + Penalty 2943.889377 = -686537.073085
  nChanged 152
		SP:Iteration 13Q (202410.860000 sec): 3 clusters
  Score: Raw -689546.109544 + Penalty 2943.889377 = -686602.220167
  nChanged 127
		SP:Iteration 14Q (202411.030000 sec): 3 clusters
  Score: Raw -689597.934937 + Penalty 2943.889377 = -686654.045560
  nChanged 110
		SP:Iteration 15Q (202411.270000 sec): 3 clusters
  Score: Raw -689638.575979 + Penalty 2943.889377 = -686694.686603
  nChanged 80
		SP:Iteration 16Q (202411.500000 sec): 3 clusters
  Score: Raw -689674.373982 + Penalty 2943.889377 = -686730.484605
  nChanged 91
		SP:Iteration 17Q (202411.720000 sec): 3 clusters
  Score: Raw -689712.577581 + Penalty 2943.889377 = -686768.688204
  nChanged 88
		SP:Iteration 18Q (202411.880000 sec): 3 clusters
  Score: Raw -689748.666753 + Penalty 2943.889377 = -686804.777377
  nChanged 59
		SP:Iteration 19Q (202412.080000 sec): 3 clusters
  Score: Raw -689775.639249 + Penalty 2943.889377 = -686831.749873
  nChanged 69
		SP:Iteration 20F (202412.340000 sec): 3 clusters
  Score: Raw -689803.231683 + Penalty 2943.889377 = -686859.342306
  nChanged 60
		SP:Iteration 21Q (202412.490000 sec): 3 clusters
  Score: Raw -689826.087286 + Penalty 2943.889377 = -686882.197909
  nChanged 63
		SP:Iteration 22Q (202412.710000 sec): 3 clusters
  Score: Raw -689849.877291 + Penalty 2943.889377 = -686905.987914
  nChanged 54
		SP:Iteration 23Q (202412.900000 sec): 3 clusters
  Score: Raw -689869.170548 + Penalty 2943.889377 = -686925.281172
  nChanged 55
		SP:Iteration 24Q (202413.080000 sec): 3 clusters
  Score: Raw -689893.813464 + Penalty 2943.889377 = -686949.924087
  nChanged 47
		SP:Iteration 25Q (202413.270000 sec): 3 clusters
  Score: Raw -689913.563532 + Penalty 2943.889377 = -686969.674156
  nChanged 47
		SP:Iteration 26Q (202413.510000 sec): 3 clusters
  Score: Raw -689936.996355 + Penalty 2943.889377 = -686993.106979
  nChanged 56
		SP:Iteration 27Q (202413.720000 sec): 3 clusters
  Score: Raw -689974.936322 + Penalty 2943.889377 = -687031.046945
  nChanged 55
		SP:Iteration 28Q (202413.940000 sec): 3 clusters
  Score: Raw -690005.538054 + Penalty 2943.889377 = -687061.648678
  nChanged 43
		SP:Iteration 29Q (202414.110000 sec): 3 clusters
  Score: Raw -690023.156921 + Penalty 2943.889377 = -687079.267544
  nChanged 36
		SP:Iteration 30Q (202414.320000 sec): 3 clusters
  Score: Raw -690039.622170 + Penalty 2943.889377 = -687095.732794
  nChanged 37
		SP:Iteration 31Q (202414.560000 sec): 3 clusters
  Score: Raw -690056.032794 + Penalty 2943.889377 = -687112.143417
  nChanged 30
		SP:Iteration 32Q (202414.770000 sec): 3 clusters
  Score: Raw -690066.461766 + Penalty 2943.889377 = -687122.572389
  nChanged 28
		SP:Iteration 33Q (202414.980000 sec): 3 clusters
  Score: Raw -690079.354768 + Penalty 2943.889377 = -687135.465391
  nChanged 24
		SP:Iteration 34Q (202415.190000 sec): 3 clusters
  Score: Raw -690089.820469 + Penalty 2943.889377 = -687145.931093
  nChanged 21
		SP:Iteration 35Q (202415.380000 sec): 3 clusters
  Score: Raw -690101.070602 + Penalty 2943.889377 = -687157.181225
  nChanged 19
		SP:Iteration 36Q (202415.620000 sec): 3 clusters
  Score: Raw -690111.092813 + Penalty 2943.889377 = -687167.203437
  nChanged 23
		SP:Iteration 37Q (202415.830000 sec): 3 clusters
  Score: Raw -690120.909998 + Penalty 2943.889377 = -687177.020621
  nChanged 23
		SP:Iteration 38Q (202416.020000 sec): 3 clusters
  Score: Raw -690131.465212 + Penalty 2943.889377 = -687187.575835
  nChanged 23
		SP:Iteration 39Q (202416.210000 sec): 3 clusters
  Score: Raw -690143.981786 + Penalty 2943.889377 = -687200.092410
  nChanged 22
		SP:Iteration 40F (202416.390000 sec): 3 clusters
  Score: Raw -690155.670423 + Penalty 2943.889377 = -687211.781046
  nChanged 23
		SP:Iteration 41Q (202416.610000 sec): 3 clusters
  Score: Raw -690172.899809 + Penalty 2943.889377 = -687229.010432
  nChanged 28
		SP:Iteration 42Q (202416.780000 sec): 3 clusters
  Score: Raw -690185.918926 + Penalty 2943.889377 = -687242.029549
  nChanged 24
		SP:Iteration 43Q (202417.000000 sec): 3 clusters
  Score: Raw -690199.943173 + Penalty 2943.889377 = -687256.053796
  nChanged 18
		SP:Iteration 44Q (202417.180000 sec): 3 clusters
  Score: Raw -690210.802931 + Penalty 2943.889377 = -687266.913555
  nChanged 17
		SP:Iteration 45Q (202417.390000 sec): 3 clusters
  Score: Raw -690221.840175 + Penalty 2943.889377 = -687277.950798
  nChanged 18
		SP:Iteration 46Q (202417.590000 sec): 3 clusters
  Score: Raw -690231.077301 + Penalty 2943.889377 = -687287.187925
  nChanged 18
		SP:Iteration 47Q (202417.780000 sec): 3 clusters
  Score: Raw -690241.693061 + Penalty 2943.889377 = -687297.803684
  nChanged 12
		SP:Iteration 48Q (202417.930000 sec): 3 clusters
  Score: Raw -690249.811115 + Penalty 2943.889377 = -687305.921738
  nChanged 15
		SP:Iteration 49Q (202418.140000 sec): 3 clusters
  Score: Raw -690258.452290 + Penalty 2943.889377 = -687314.562913
  nChanged 7
		SP:Iteration 50Q (202418.330000 sec): 3 clusters
  Score: Raw -690263.759528 + Penalty 2943.889377 = -687319.870151
  nChanged 11
		SP:Iteration 51Q (202418.540000 sec): 3 clusters
  Score: Raw -690271.359146 + Penalty 2943.889377 = -687327.469769
  nChanged 9
		SP:Iteration 52Q (202418.780000 sec): 3 clusters
  Score: Raw -690276.152237 + Penalty 2943.889377 = -687332.262860
  nChanged 10
		SP:Iteration 53Q (202418.940000 sec): 3 clusters
  Score: Raw -690283.565069 + Penalty 2943.889377 = -687339.675693
  nChanged 11
		SP:Iteration 54Q (202419.170000 sec): 3 clusters
  Score: Raw -690292.296142 + Penalty 2943.889377 = -687348.406765
  nChanged 18
		SP:Iteration 55Q (202419.360000 sec): 3 clusters
  Score: Raw -690305.315870 + Penalty 2943.889377 = -687361.426493
  nChanged 14
		SP:Iteration 56Q (202419.580000 sec): 3 clusters
  Score: Raw -690314.062372 + Penalty 2943.889377 = -687370.172995
  nChanged 11
		SP:Iteration 57Q (202419.780000 sec): 3 clusters
  Score: Raw -690321.168107 + Penalty 2943.889377 = -687377.278730
  nChanged 11
		SP:Iteration 58Q (202420.000000 sec): 3 clusters
  Score: Raw -690328.165829 + Penalty 2943.889377 = -687384.276452
  nChanged 7
		SP:Iteration 59Q (202420.190000 sec): 3 clusters
  Score: Raw -690333.825387 + Penalty 2943.889377 = -687389.936010
  nChanged 7
		SP:Iteration 60F (202420.430000 sec): 3 clusters
  Score: Raw -690336.767233 + Penalty 2943.889377 = -687392.877856
  nChanged 3
		SP:Iteration 61Q (202420.640000 sec): 3 clusters
  Score: Raw -690339.146759 + Penalty 2943.889377 = -687395.257383
  nChanged 4
		SP:Iteration 62Q (202420.820000 sec): 3 clusters
  Score: Raw -690340.492038 + Penalty 2943.889377 = -687396.602661
  nChanged 1
		SP:Iteration 63Q (202421.010000 sec): 3 clusters
  Score: Raw -690341.021937 + Penalty 2943.889377 = -687397.132560
  nChanged 2
		SP:Iteration 64Q (202421.230000 sec): 3 clusters
  Score: Raw -690342.523260 + Penalty 2943.889377 = -687398.633883
  nChanged 2
		SP:Iteration 65Q (202421.420000 sec): 3 clusters
  Score: Raw -690343.457403 + Penalty 2943.889377 = -687399.568026
  nChanged 2
		SP:Iteration 66Q (202421.620000 sec): 3 clusters
  Score: Raw -690344.554107 + Penalty 2943.889377 = -687400.664731
  nChanged 5
		SP:Iteration 67Q (202421.850000 sec): 3 clusters
  Score: Raw -690348.231457 + Penalty 2943.889377 = -687404.342080
  nChanged 4
		SP:Iteration 68Q (202422.020000 sec): 3 clusters
  Score: Raw -690350.930744 + Penalty 2943.889377 = -687407.041367
  nChanged 6
		SP:Iteration 69Q (202422.220000 sec): 3 clusters
  Score: Raw -690354.493614 + Penalty 2943.889377 = -687410.604238
  nChanged 6
		SP:Iteration 70Q (202422.450000 sec): 3 clusters
  Score: Raw -690358.710867 + Penalty 2943.889377 = -687414.821490
  nChanged 3
		SP:Iteration 71Q (202422.690000 sec): 3 clusters
  Score: Raw -690362.541070 + Penalty 2943.889377 = -687418.651693
  nChanged 2
		SP:Iteration 72Q (202422.900000 sec): 3 clusters
  Score: Raw -690365.733230 + Penalty 2943.889377 = -687421.843853
  nChanged 3
		SP:Iteration 73Q (202423.110000 sec): 3 clusters
  Score: Raw -690367.305920 + Penalty 2943.889377 = -687423.416544
  nChanged 2
		SP:Iteration 74Q (202423.320000 sec): 3 clusters
  Score: Raw -690368.446230 + Penalty 2943.889377 = -687424.556853
  nChanged 0
		SP:Iteration 75F (202423.530000 sec): 3 clusters
  Score: Raw -690368.446230 + Penalty 2943.889377 = -687424.556853
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 74 (447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202423.630000 sec): 2 clusters
  Score: Raw -36694.764043 + Penalty 991.665772 = -35703.098271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202423.830000 sec): 3 clusters
  Score: Raw -36645.425990 + Penalty 1983.331543 = -34662.094447
  nChanged 92
		SP:Iteration 1F (202424.030000 sec): 3 clusters
  Score: Raw -36803.157836 + Penalty 1983.331543 = -34819.826293
  nChanged 12
		SP:Iteration 2Q (202424.230000 sec): 3 clusters
  Score: Raw -36821.368341 + Penalty 1983.331543 = -34838.036798
  nChanged 7
		SP:Iteration 3Q (202424.420000 sec): 3 clusters
  Score: Raw -36833.371468 + Penalty 1983.331543 = -34850.039924
  nChanged 4
		SP:Iteration 4Q (202424.620000 sec): 3 clusters
  Score: Raw -36838.102366 + Penalty 1983.331543 = -34854.770822
  nChanged 6
		SP:Iteration 5Q (202424.830000 sec): 3 clusters
  Score: Raw -36854.164606 + Penalty 1983.331543 = -34870.833063
  nChanged 8
		SP:Iteration 6Q (202425.030000 sec): 3 clusters
  Score: Raw -36870.982011 + Penalty 1983.331543 = -34887.650468
  nChanged 6
		SP:Iteration 7Q (202425.200000 sec): 3 clusters
  Score: Raw -36883.668929 + Penalty 1983.331543 = -34900.337386
  nChanged 5
		SP:Iteration 8Q (202425.370000 sec): 3 clusters
  Score: Raw -36899.319795 + Penalty 1983.331543 = -34915.988252
  nChanged 7
		SP:Iteration 9Q (202425.570000 sec): 3 clusters
  Score: Raw -36932.742747 + Penalty 1983.331543 = -34949.411204
  nChanged 6
		SP:Iteration 10Q (202425.780000 sec): 3 clusters
  Score: Raw -36955.971700 + Penalty 1983.331543 = -34972.640156
  nChanged 4
		SP:Iteration 11Q (202425.980000 sec): 3 clusters
  Score: Raw -36965.212208 + Penalty 1983.331543 = -34981.880665
  nChanged 2
		SP:Iteration 12Q (202426.190000 sec): 3 clusters
  Score: Raw -36969.931788 + Penalty 1983.331543 = -34986.600245
  nChanged 1
		SP:Iteration 13Q (202426.380000 sec): 3 clusters
  Score: Raw -36970.374692 + Penalty 1983.331543 = -34987.043149
  nChanged 0
		SP:Iteration 14F (202426.550000 sec): 3 clusters
  Score: Raw -36970.374692 + Penalty 1983.331543 = -34987.043149
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 75 (7202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202426.660000 sec): 2 clusters
  Score: Raw -631861.996030 + Penalty 1443.343532 = -630418.652497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202426.910000 sec): 3 clusters
  Score: Raw -627892.788304 + Penalty 2886.687064 = -625006.101239
  nChanged 3034
		SP:Iteration 1F (202427.100000 sec): 3 clusters
  Score: Raw -629494.010706 + Penalty 2886.687064 = -626607.323642
  nChanged 472
		SP:Iteration 2F (202427.320000 sec): 3 clusters
  Score: Raw -629717.265591 + Penalty 2886.687064 = -626830.578526
  nChanged 396
		SP:Iteration 3F (202427.500000 sec): 3 clusters
  Score: Raw -629917.198061 + Penalty 2886.687064 = -627030.510997
  nChanged 373
		SP:Iteration 4F (202427.730000 sec): 3 clusters
  Score: Raw -630152.748503 + Penalty 2886.687064 = -627266.061439
  nChanged 396
		SP:Iteration 5F (202427.930000 sec): 3 clusters
  Score: Raw -630421.500750 + Penalty 2886.687064 = -627534.813686
  nChanged 405
		SP:Iteration 6F (202428.170000 sec): 3 clusters
  Score: Raw -630728.726925 + Penalty 2886.687064 = -627842.039860
  nChanged 429
		SP:Iteration 7F (202428.380000 sec): 3 clusters
  Score: Raw -631068.189868 + Penalty 2886.687064 = -628181.502804
  nChanged 404
		SP:Iteration 8F (202428.600000 sec): 3 clusters
  Score: Raw -631402.851533 + Penalty 2886.687064 = -628516.164469
  nChanged 380
		SP:Iteration 9F (202428.800000 sec): 3 clusters
  Score: Raw -631703.915985 + Penalty 2886.687064 = -628817.228921
  nChanged 320
		SP:Iteration 10Q (202428.960000 sec): 3 clusters
  Score: Raw -631943.353225 + Penalty 2886.687064 = -629056.666161
  nChanged 224
		SP:Iteration 11Q (202429.180000 sec): 3 clusters
  Score: Raw -632085.297597 + Penalty 2886.687064 = -629198.610533
  nChanged 169
		SP:Iteration 12Q (202429.380000 sec): 3 clusters
  Score: Raw -632173.533864 + Penalty 2886.687064 = -629286.846800
  nChanged 102
		SP:Iteration 13Q (202429.600000 sec): 3 clusters
  Score: Raw -632217.677598 + Penalty 2886.687064 = -629330.990534
  nChanged 69
		SP:Iteration 14Q (202429.780000 sec): 3 clusters
  Score: Raw -632239.473441 + Penalty 2886.687064 = -629352.786377
  nChanged 38
		SP:Iteration 15Q (202429.980000 sec): 3 clusters
  Score: Raw -632249.268994 + Penalty 2886.687064 = -629362.581929
  nChanged 28
		SP:Iteration 16Q (202430.160000 sec): 3 clusters
  Score: Raw -632255.934032 + Penalty 2886.687064 = -629369.246967
  nChanged 26
		SP:Iteration 17Q (202430.340000 sec): 3 clusters
  Score: Raw -632261.268467 + Penalty 2886.687064 = -629374.581402
  nChanged 16
		SP:Iteration 18Q (202430.580000 sec): 3 clusters
  Score: Raw -632265.031313 + Penalty 2886.687064 = -629378.344248
  nChanged 11
		SP:Iteration 19Q (202430.770000 sec): 3 clusters
  Score: Raw -632267.978770 + Penalty 2886.687064 = -629381.291706
  nChanged 13
		SP:Iteration 20F (202430.970000 sec): 3 clusters
  Score: Raw -632270.678041 + Penalty 2886.687064 = -629383.990977
  nChanged 9
		SP:Iteration 21Q (202431.190000 sec): 3 clusters
  Score: Raw -632272.322559 + Penalty 2886.687064 = -629385.635494
  nChanged 5
		SP:Iteration 22Q (202431.460000 sec): 3 clusters
  Score: Raw -632273.296738 + Penalty 2886.687064 = -629386.609674
  nChanged 7
		SP:Iteration 23Q (202431.660000 sec): 3 clusters
  Score: Raw -632274.248866 + Penalty 2886.687064 = -629387.561802
  nChanged 4
		SP:Iteration 24Q (202431.850000 sec): 3 clusters
  Score: Raw -632274.880179 + Penalty 2886.687064 = -629388.193115
  nChanged 4
		SP:Iteration 25Q (202432.050000 sec): 3 clusters
  Score: Raw -632275.785531 + Penalty 2886.687064 = -629389.098466
  nChanged 8
		SP:Iteration 26Q (202432.260000 sec): 3 clusters
  Score: Raw -632277.379013 + Penalty 2886.687064 = -629390.691949
  nChanged 6
		SP:Iteration 27Q (202432.470000 sec): 3 clusters
  Score: Raw -632279.125122 + Penalty 2886.687064 = -629392.438058
  nChanged 5
		SP:Iteration 28Q (202432.650000 sec): 3 clusters
  Score: Raw -632280.194277 + Penalty 2886.687064 = -629393.507213
  nChanged 5
		SP:Iteration 29Q (202432.830000 sec): 3 clusters
  Score: Raw -632280.995327 + Penalty 2886.687064 = -629394.308262
  nChanged 6
		SP:Iteration 30Q (202433.040000 sec): 3 clusters
  Score: Raw -632281.780737 + Penalty 2886.687064 = -629395.093673
  nChanged 5
		SP:Iteration 31Q (202433.250000 sec): 3 clusters
  Score: Raw -632282.413454 + Penalty 2886.687064 = -629395.726389
  nChanged 7
		SP:Iteration 32Q (202433.490000 sec): 3 clusters
  Score: Raw -632283.712265 + Penalty 2886.687064 = -629397.025200
  nChanged 8
		SP:Iteration 33Q (202433.710000 sec): 3 clusters
  Score: Raw -632285.262153 + Penalty 2886.687064 = -629398.575088
  nChanged 5
		SP:Iteration 34Q (202433.970000 sec): 3 clusters
  Score: Raw -632286.139987 + Penalty 2886.687064 = -629399.452923
  nChanged 4
		SP:Iteration 35Q (202434.180000 sec): 3 clusters
  Score: Raw -632286.324698 + Penalty 2886.687064 = -629399.637633
  nChanged 1
		SP:Iteration 36Q (202434.370000 sec): 3 clusters
  Score: Raw -632286.720086 + Penalty 2886.687064 = -629400.033022
  nChanged 1
		SP:Iteration 37Q (202434.560000 sec): 3 clusters
  Score: Raw -632286.932795 + Penalty 2886.687064 = -629400.245731
  nChanged 0
		SP:Iteration 38F (202434.780000 sec): 3 clusters
  Score: Raw -632286.932795 + Penalty 2886.687064 = -629400.245731
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 76 (524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202434.870000 sec): 2 clusters
  Score: Raw -43314.941122 + Penalty 1017.492399 = -42297.448723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202435.070000 sec): 3 clusters
  Score: Raw -43250.713340 + Penalty 2034.984797 = -41215.728543
  nChanged 115
		SP:Iteration 1F (202435.280000 sec): 3 clusters
  Score: Raw -43410.300289 + Penalty 2034.984797 = -41375.315492
  nChanged 38
		SP:Iteration 2F (202435.470000 sec): 3 clusters
  Score: Raw -43472.620839 + Penalty 2034.984797 = -41437.636042
  nChanged 18
		SP:Iteration 3Q (202435.630000 sec): 3 clusters
  Score: Raw -43499.906867 + Penalty 2034.984797 = -41464.922070
  nChanged 12
		SP:Iteration 4Q (202435.820000 sec): 3 clusters
  Score: Raw -43515.476959 + Penalty 2034.984797 = -41480.492162
  nChanged 4
		SP:Iteration 5Q (202436.030000 sec): 3 clusters
  Score: Raw -43521.938622 + Penalty 2034.984797 = -41486.953825
  nChanged 5
		SP:Iteration 6Q (202436.220000 sec): 3 clusters
  Score: Raw -43533.450629 + Penalty 2034.984797 = -41498.465832
  nChanged 2
		SP:Iteration 7Q (202436.380000 sec): 3 clusters
  Score: Raw -43537.055339 + Penalty 2034.984797 = -41502.070542
  nChanged 1
		SP:Iteration 8Q (202436.570000 sec): 3 clusters
  Score: Raw -43538.100392 + Penalty 2034.984797 = -41503.115595
  nChanged 0
		SP:Iteration 9F (202436.760000 sec): 3 clusters
  Score: Raw -43538.100392 + Penalty 2034.984797 = -41503.115595
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 77 (4832 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202436.860000 sec): 2 clusters
  Score: Raw -383942.088296 + Penalty 1378.490058 = -382563.598238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202437.110000 sec): 3 clusters
  Score: Raw -381486.532589 + Penalty 2756.980115 = -378729.552474
  nChanged 1914
		SP:Iteration 1F (202437.280000 sec): 3 clusters
  Score: Raw -382550.021894 + Penalty 2756.980115 = -379793.041779
  nChanged 361
		SP:Iteration 2F (202437.520000 sec): 3 clusters
  Score: Raw -382761.250689 + Penalty 2756.980115 = -380004.270574
  nChanged 274
		SP:Iteration 3F (202437.720000 sec): 3 clusters
  Score: Raw -382925.722207 + Penalty 2756.980115 = -380168.742091
  nChanged 243
		SP:Iteration 4F (202437.920000 sec): 3 clusters
  Score: Raw -383081.151958 + Penalty 2756.980115 = -380324.171842
  nChanged 257
		SP:Iteration 5F (202438.140000 sec): 3 clusters
  Score: Raw -383230.644644 + Penalty 2756.980115 = -380473.664529
  nChanged 231
		SP:Iteration 6Q (202438.370000 sec): 3 clusters
  Score: Raw -383371.590272 + Penalty 2756.980115 = -380614.610157
  nChanged 224
		SP:Iteration 7Q (202438.530000 sec): 3 clusters
  Score: Raw -383523.497070 + Penalty 2756.980115 = -380766.516955
  nChanged 209
		SP:Iteration 8Q (202438.720000 sec): 3 clusters
  Score: Raw -383695.572098 + Penalty 2756.980115 = -380938.591983
  nChanged 175
		SP:Iteration 9Q (202438.920000 sec): 3 clusters
  Score: Raw -383814.048050 + Penalty 2756.980115 = -381057.067935
  nChanged 125
		SP:Iteration 10Q (202439.130000 sec): 3 clusters
  Score: Raw -383881.419737 + Penalty 2756.980115 = -381124.439622
  nChanged 91
		SP:Iteration 11Q (202439.310000 sec): 3 clusters
  Score: Raw -383929.923971 + Penalty 2756.980115 = -381172.943856
  nChanged 78
		SP:Iteration 12Q (202439.470000 sec): 3 clusters
  Score: Raw -383972.792562 + Penalty 2756.980115 = -381215.812447
  nChanged 74
		SP:Iteration 13Q (202439.670000 sec): 3 clusters
  Score: Raw -384011.762194 + Penalty 2756.980115 = -381254.782078
  nChanged 61
		SP:Iteration 14Q (202439.860000 sec): 3 clusters
  Score: Raw -384047.542211 + Penalty 2756.980115 = -381290.562096
  nChanged 55
		SP:Iteration 15Q (202440.070000 sec): 3 clusters
  Score: Raw -384079.153370 + Penalty 2756.980115 = -381322.173255
  nChanged 44
		SP:Iteration 16Q (202440.280000 sec): 3 clusters
  Score: Raw -384102.495030 + Penalty 2756.980115 = -381345.514915
  nChanged 37
		SP:Iteration 17Q (202440.450000 sec): 3 clusters
  Score: Raw -384134.418297 + Penalty 2756.980115 = -381377.438181
  nChanged 42
		SP:Iteration 18Q (202440.640000 sec): 3 clusters
  Score: Raw -384166.278997 + Penalty 2756.980115 = -381409.298881
  nChanged 33
		SP:Iteration 19Q (202440.890000 sec): 3 clusters
  Score: Raw -384193.122895 + Penalty 2756.980115 = -381436.142780
  nChanged 25
		SP:Iteration 20F (202441.070000 sec): 3 clusters
  Score: Raw -384217.014553 + Penalty 2756.980115 = -381460.034438
  nChanged 35
		SP:Iteration 21Q (202441.250000 sec): 3 clusters
  Score: Raw -384242.062958 + Penalty 2756.980115 = -381485.082842
  nChanged 32
		SP:Iteration 22Q (202441.460000 sec): 3 clusters
  Score: Raw -384263.854239 + Penalty 2756.980115 = -381506.874124
  nChanged 21
		SP:Iteration 23Q (202441.660000 sec): 3 clusters
  Score: Raw -384277.653468 + Penalty 2756.980115 = -381520.673352
  nChanged 18
		SP:Iteration 24Q (202441.850000 sec): 3 clusters
  Score: Raw -384290.706121 + Penalty 2756.980115 = -381533.726006
  nChanged 18
		SP:Iteration 25Q (202442.050000 sec): 3 clusters
  Score: Raw -384301.056877 + Penalty 2756.980115 = -381544.076762
  nChanged 18
		SP:Iteration 26Q (202442.240000 sec): 3 clusters
  Score: Raw -384315.001053 + Penalty 2756.980115 = -381558.020938
  nChanged 14
		SP:Iteration 27Q (202442.400000 sec): 3 clusters
  Score: Raw -384324.908295 + Penalty 2756.980115 = -381567.928179
  nChanged 9
		SP:Iteration 28Q (202442.600000 sec): 3 clusters
  Score: Raw -384329.758841 + Penalty 2756.980115 = -381572.778726
  nChanged 9
		SP:Iteration 29Q (202442.790000 sec): 3 clusters
  Score: Raw -384336.736637 + Penalty 2756.980115 = -381579.756521
  nChanged 12
		SP:Iteration 30Q (202442.960000 sec): 3 clusters
  Score: Raw -384344.195293 + Penalty 2756.980115 = -381587.215177
  nChanged 10
		SP:Iteration 31Q (202443.150000 sec): 3 clusters
  Score: Raw -384352.562795 + Penalty 2756.980115 = -381595.582679
  nChanged 13
		SP:Iteration 32Q (202443.340000 sec): 3 clusters
  Score: Raw -384359.973648 + Penalty 2756.980115 = -381602.993532
  nChanged 9
		SP:Iteration 33Q (202443.480000 sec): 3 clusters
  Score: Raw -384363.077085 + Penalty 2756.980115 = -381606.096970
  nChanged 2
		SP:Iteration 34Q (202443.670000 sec): 3 clusters
  Score: Raw -384363.527424 + Penalty 2756.980115 = -381606.547309
  nChanged 0
		SP:Iteration 35F (202443.840000 sec): 3 clusters
  Score: Raw -384363.527424 + Penalty 2756.980115 = -381606.547309
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 78 (442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202443.930000 sec): 2 clusters
  Score: Raw -36880.723705 + Penalty 989.837856 = -35890.885849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202444.100000 sec): 3 clusters
  Score: Raw -36857.770465 + Penalty 1979.675712 = -34878.094753
  nChanged 108
		SP:Iteration 1F (202444.300000 sec): 3 clusters
  Score: Raw -37045.632825 + Penalty 1979.675712 = -35065.957113
  nChanged 21
		SP:Iteration 2Q (202444.490000 sec): 3 clusters
  Score: Raw -37089.475685 + Penalty 1979.675712 = -35109.799973
  nChanged 6
		SP:Iteration 3Q (202444.660000 sec): 3 clusters
  Score: Raw -37102.163465 + Penalty 1979.675712 = -35122.487753
  nChanged 7
		SP:Iteration 4Q (202444.870000 sec): 3 clusters
  Score: Raw -37112.670720 + Penalty 1979.675712 = -35132.995008
  nChanged 6
		SP:Iteration 5Q (202445.050000 sec): 3 clusters
  Score: Raw -37119.751042 + Penalty 1979.675712 = -35140.075331
  nChanged 0
		SP:Iteration 6F (202445.220000 sec): 3 clusters
  Score: Raw -37119.751042 + Penalty 1979.675712 = -35140.075331
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 79 (3530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202445.350000 sec): 2 clusters
  Score: Raw -296338.772523 + Penalty 1327.471137 = -295011.301386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202445.520000 sec): 3 clusters
  Score: Raw -294680.893055 + Penalty 2654.942274 = -292025.950781
  nChanged 1336
		SP:Iteration 1F (202445.700000 sec): 3 clusters
  Score: Raw -295561.150491 + Penalty 2654.942274 = -292906.208217
  nChanged 340
		SP:Iteration 2F (202445.880000 sec): 3 clusters
  Score: Raw -295845.921342 + Penalty 2654.942274 = -293190.979068
  nChanged 245
		SP:Iteration 3F (202446.020000 sec): 3 clusters
  Score: Raw -296018.479231 + Penalty 2654.942274 = -293363.536957
  nChanged 185
		SP:Iteration 4F (202446.210000 sec): 3 clusters
  Score: Raw -296152.304255 + Penalty 2654.942274 = -293497.361981
  nChanged 160
		SP:Iteration 5Q (202446.400000 sec): 3 clusters
  Score: Raw -296261.321941 + Penalty 2654.942274 = -293606.379667
  nChanged 119
		SP:Iteration 6Q (202446.550000 sec): 3 clusters
  Score: Raw -296348.767384 + Penalty 2654.942274 = -293693.825110
  nChanged 112
		SP:Iteration 7Q (202446.750000 sec): 3 clusters
  Score: Raw -296428.896786 + Penalty 2654.942274 = -293773.954512
  nChanged 92
		SP:Iteration 8Q (202446.930000 sec): 3 clusters
  Score: Raw -296505.602622 + Penalty 2654.942274 = -293850.660349
  nChanged 70
		SP:Iteration 9Q (202447.140000 sec): 3 clusters
  Score: Raw -296558.636527 + Penalty 2654.942274 = -293903.694254
  nChanged 60
		SP:Iteration 10Q (202447.310000 sec): 3 clusters
  Score: Raw -296590.111478 + Penalty 2654.942274 = -293935.169204
  nChanged 46
		SP:Iteration 11Q (202447.470000 sec): 3 clusters
  Score: Raw -296614.783519 + Penalty 2654.942274 = -293959.841246
  nChanged 42
		SP:Iteration 12Q (202447.670000 sec): 3 clusters
  Score: Raw -296635.004755 + Penalty 2654.942274 = -293980.062481
  nChanged 26
		SP:Iteration 13Q (202447.890000 sec): 3 clusters
  Score: Raw -296646.480737 + Penalty 2654.942274 = -293991.538463
  nChanged 23
		SP:Iteration 14Q (202448.050000 sec): 3 clusters
  Score: Raw -296658.166302 + Penalty 2654.942274 = -294003.224029
  nChanged 25
		SP:Iteration 15Q (202448.240000 sec): 3 clusters
  Score: Raw -296671.217786 + Penalty 2654.942274 = -294016.275512
  nChanged 22
		SP:Iteration 16Q (202448.460000 sec): 3 clusters
  Score: Raw -296679.906023 + Penalty 2654.942274 = -294024.963749
  nChanged 14
		SP:Iteration 17Q (202448.630000 sec): 3 clusters
  Score: Raw -296683.965360 + Penalty 2654.942274 = -294029.023086
  nChanged 8
		SP:Iteration 18Q (202448.810000 sec): 3 clusters
  Score: Raw -296687.336307 + Penalty 2654.942274 = -294032.394033
  nChanged 7
		SP:Iteration 19Q (202449.040000 sec): 3 clusters
  Score: Raw -296689.292382 + Penalty 2654.942274 = -294034.350108
  nChanged 5
		SP:Iteration 20F (202449.200000 sec): 3 clusters
  Score: Raw -296691.132279 + Penalty 2654.942274 = -294036.190005
  nChanged 2
		SP:Iteration 21Q (202449.410000 sec): 3 clusters
  Score: Raw -296691.550861 + Penalty 2654.942274 = -294036.608587
  nChanged 1
		SP:Iteration 22Q (202449.640000 sec): 3 clusters
  Score: Raw -296691.713637 + Penalty 2654.942274 = -294036.771363
  nChanged 0
		SP:Iteration 23F (202449.820000 sec): 3 clusters
  Score: Raw -296691.713637 + Penalty 2654.942274 = -294036.771363
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 80 (5526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202449.930000 sec): 2 clusters
  Score: Raw -471519.889987 + Penalty 1400.298170 = -470119.591818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202450.150000 sec): 3 clusters
  Score: Raw -468618.220565 + Penalty 2800.596339 = -465817.624226
  nChanged 2274
		SP:Iteration 1F (202450.400000 sec): 3 clusters
  Score: Raw -469848.089715 + Penalty 2800.596339 = -467047.493375
  nChanged 380
		SP:Iteration 2F (202450.580000 sec): 3 clusters
  Score: Raw -470041.253486 + Penalty 2800.596339 = -467240.657147
  nChanged 303
		SP:Iteration 3F (202450.760000 sec): 3 clusters
  Score: Raw -470171.678970 + Penalty 2800.596339 = -467371.082630
  nChanged 235
		SP:Iteration 4Q (202450.970000 sec): 3 clusters
  Score: Raw -470260.569539 + Penalty 2800.596339 = -467459.973200
  nChanged 175
		SP:Iteration 5Q (202451.180000 sec): 3 clusters
  Score: Raw -470318.094701 + Penalty 2800.596339 = -467517.498362
  nChanged 152
		SP:Iteration 6Q (202451.390000 sec): 3 clusters
  Score: Raw -470372.015010 + Penalty 2800.596339 = -467571.418671
  nChanged 129
		SP:Iteration 7Q (202451.610000 sec): 3 clusters
  Score: Raw -470418.585602 + Penalty 2800.596339 = -467617.989263
  nChanged 141
		SP:Iteration 8Q (202451.770000 sec): 3 clusters
  Score: Raw -470469.855749 + Penalty 2800.596339 = -467669.259409
  nChanged 130
		SP:Iteration 9Q (202451.940000 sec): 3 clusters
  Score: Raw -470522.804289 + Penalty 2800.596339 = -467722.207950
  nChanged 142
		SP:Iteration 10Q (202452.120000 sec): 3 clusters
  Score: Raw -470577.876022 + Penalty 2800.596339 = -467777.279682
  nChanged 151
		SP:Iteration 11Q (202452.300000 sec): 3 clusters
  Score: Raw -470643.062276 + Penalty 2800.596339 = -467842.465936
  nChanged 153
		SP:Iteration 12Q (202452.480000 sec): 3 clusters
  Score: Raw -470715.105195 + Penalty 2800.596339 = -467914.508856
  nChanged 154
		SP:Iteration 13Q (202452.690000 sec): 3 clusters
  Score: Raw -470797.107071 + Penalty 2800.596339 = -467996.510731
  nChanged 150
		SP:Iteration 14Q (202452.870000 sec): 3 clusters
  Score: Raw -470875.251009 + Penalty 2800.596339 = -468074.654670
  nChanged 146
		SP:Iteration 15Q (202453.090000 sec): 3 clusters
  Score: Raw -470958.548629 + Penalty 2800.596339 = -468157.952290
  nChanged 144
		SP:Iteration 16Q (202453.320000 sec): 3 clusters
  Score: Raw -471055.118444 + Penalty 2800.596339 = -468254.522105
  nChanged 152
		SP:Iteration 17Q (202453.540000 sec): 3 clusters
  Score: Raw -471159.812142 + Penalty 2800.596339 = -468359.215803
  nChanged 118
		SP:Iteration 18Q (202453.730000 sec): 3 clusters
  Score: Raw -471251.300130 + Penalty 2800.596339 = -468450.703791
  nChanged 116
		SP:Iteration 19Q (202453.950000 sec): 3 clusters
  Score: Raw -471336.172000 + Penalty 2800.596339 = -468535.575660
  nChanged 96
		SP:Iteration 20F (202454.150000 sec): 3 clusters
  Score: Raw -471411.744414 + Penalty 2800.596339 = -468611.148075
  nChanged 67
		SP:Iteration 21Q (202454.330000 sec): 3 clusters
  Score: Raw -471466.623787 + Penalty 2800.596339 = -468666.027447
  nChanged 66
		SP:Iteration 22Q (202454.550000 sec): 3 clusters
  Score: Raw -471522.814834 + Penalty 2800.596339 = -468722.218495
  nChanged 43
		SP:Iteration 23Q (202454.720000 sec): 3 clusters
  Score: Raw -471557.891777 + Penalty 2800.596339 = -468757.295438
  nChanged 27
		SP:Iteration 24Q (202454.910000 sec): 3 clusters
  Score: Raw -471582.585301 + Penalty 2800.596339 = -468781.988961
  nChanged 22
		SP:Iteration 25Q (202455.130000 sec): 3 clusters
  Score: Raw -471607.665634 + Penalty 2800.596339 = -468807.069295
  nChanged 26
		SP:Iteration 26Q (202455.410000 sec): 3 clusters
  Score: Raw -471628.424599 + Penalty 2800.596339 = -468827.828260
  nChanged 14
		SP:Iteration 27Q (202455.550000 sec): 3 clusters
  Score: Raw -471637.903182 + Penalty 2800.596339 = -468837.306843
  nChanged 8
		SP:Iteration 28Q (202455.740000 sec): 3 clusters
  Score: Raw -471645.559783 + Penalty 2800.596339 = -468844.963444
  nChanged 14
		SP:Iteration 29Q (202455.930000 sec): 3 clusters
  Score: Raw -471658.793303 + Penalty 2800.596339 = -468858.196964
  nChanged 12
		SP:Iteration 30Q (202456.130000 sec): 3 clusters
  Score: Raw -471671.533820 + Penalty 2800.596339 = -468870.937481
  nChanged 11
		SP:Iteration 31Q (202456.320000 sec): 3 clusters
  Score: Raw -471679.963658 + Penalty 2800.596339 = -468879.367318
  nChanged 10
		SP:Iteration 32Q (202456.570000 sec): 3 clusters
  Score: Raw -471688.360524 + Penalty 2800.596339 = -468887.764185
  nChanged 10
		SP:Iteration 33Q (202456.760000 sec): 3 clusters
  Score: Raw -471694.882610 + Penalty 2800.596339 = -468894.286271
  nChanged 7
		SP:Iteration 34Q (202456.950000 sec): 3 clusters
  Score: Raw -471699.180746 + Penalty 2800.596339 = -468898.584407
  nChanged 4
		SP:Iteration 35Q (202457.170000 sec): 3 clusters
  Score: Raw -471701.873824 + Penalty 2800.596339 = -468901.277485
  nChanged 0
		SP:Iteration 36F (202457.350000 sec): 3 clusters
  Score: Raw -471701.873824 + Penalty 2800.596339 = -468901.277485
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 81 (1570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202457.450000 sec): 2 clusters
  Score: Raw -130233.560366 + Penalty 1195.810021 = -129037.750345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202457.700000 sec): 3 clusters
  Score: Raw -129616.090375 + Penalty 2391.620042 = -127224.470333
  nChanged 514
		SP:Iteration 1F (202457.910000 sec): 3 clusters
  Score: Raw -129993.896699 + Penalty 2391.620042 = -127602.276657
  nChanged 138
		SP:Iteration 2F (202458.100000 sec): 3 clusters
  Score: Raw -130119.716164 + Penalty 2391.620042 = -127728.096122
  nChanged 67
		SP:Iteration 3Q (202458.280000 sec): 3 clusters
  Score: Raw -130171.101661 + Penalty 2391.620042 = -127779.481619
  nChanged 58
		SP:Iteration 4Q (202458.460000 sec): 3 clusters
  Score: Raw -130222.893298 + Penalty 2391.620042 = -127831.273256
  nChanged 48
		SP:Iteration 5Q (202458.610000 sec): 3 clusters
  Score: Raw -130254.711551 + Penalty 2391.620042 = -127863.091509
  nChanged 36
		SP:Iteration 6Q (202458.800000 sec): 3 clusters
  Score: Raw -130282.535143 + Penalty 2391.620042 = -127890.915101
  nChanged 42
		SP:Iteration 7Q (202459.000000 sec): 3 clusters
  Score: Raw -130321.592996 + Penalty 2391.620042 = -127929.972954
  nChanged 46
		SP:Iteration 8Q (202459.140000 sec): 3 clusters
  Score: Raw -130360.018987 + Penalty 2391.620042 = -127968.398945
  nChanged 37
		SP:Iteration 9Q (202459.340000 sec): 3 clusters
  Score: Raw -130388.742108 + Penalty 2391.620042 = -127997.122066
  nChanged 29
		SP:Iteration 10Q (202459.520000 sec): 3 clusters
  Score: Raw -130406.131251 + Penalty 2391.620042 = -128014.511209
  nChanged 30
		SP:Iteration 11Q (202459.720000 sec): 3 clusters
  Score: Raw -130425.029087 + Penalty 2391.620042 = -128033.409045
  nChanged 20
		SP:Iteration 12Q (202459.940000 sec): 3 clusters
  Score: Raw -130438.332633 + Penalty 2391.620042 = -128046.712591
  nChanged 16
		SP:Iteration 13Q (202460.090000 sec): 3 clusters
  Score: Raw -130449.585650 + Penalty 2391.620042 = -128057.965608
  nChanged 19
		SP:Iteration 14Q (202460.320000 sec): 3 clusters
  Score: Raw -130466.337061 + Penalty 2391.620042 = -128074.717019
  nChanged 19
		SP:Iteration 15Q (202460.510000 sec): 3 clusters
  Score: Raw -130478.573225 + Penalty 2391.620042 = -128086.953183
  nChanged 13
		SP:Iteration 16Q (202460.670000 sec): 3 clusters
  Score: Raw -130490.183560 + Penalty 2391.620042 = -128098.563518
  nChanged 14
		SP:Iteration 17Q (202460.880000 sec): 3 clusters
  Score: Raw -130502.211336 + Penalty 2391.620042 = -128110.591294
  nChanged 12
		SP:Iteration 18Q (202461.110000 sec): 3 clusters
  Score: Raw -130509.946656 + Penalty 2391.620042 = -128118.326614
  nChanged 6
		SP:Iteration 19Q (202461.290000 sec): 3 clusters
  Score: Raw -130517.567354 + Penalty 2391.620042 = -128125.947312
  nChanged 12
		SP:Iteration 20F (202461.480000 sec): 3 clusters
  Score: Raw -130526.740579 + Penalty 2391.620042 = -128135.120537
  nChanged 10
		SP:Iteration 21Q (202461.720000 sec): 3 clusters
  Score: Raw -130536.551207 + Penalty 2391.620042 = -128144.931165
  nChanged 12
		SP:Iteration 22Q (202461.930000 sec): 3 clusters
  Score: Raw -130545.764803 + Penalty 2391.620042 = -128154.144761
  nChanged 13
		SP:Iteration 23Q (202462.100000 sec): 3 clusters
  Score: Raw -130553.617991 + Penalty 2391.620042 = -128161.997949
  nChanged 7
		SP:Iteration 24Q (202462.280000 sec): 3 clusters
  Score: Raw -130558.807609 + Penalty 2391.620042 = -128167.187567
  nChanged 3
		SP:Iteration 25Q (202462.500000 sec): 3 clusters
  Score: Raw -130560.865456 + Penalty 2391.620042 = -128169.245414
  nChanged 2
		SP:Iteration 26Q (202462.710000 sec): 3 clusters
  Score: Raw -130561.850468 + Penalty 2391.620042 = -128170.230426
  nChanged 2
		SP:Iteration 27Q (202462.930000 sec): 3 clusters
  Score: Raw -130563.210630 + Penalty 2391.620042 = -128171.590588
  nChanged 1
		SP:Iteration 28Q (202463.180000 sec): 3 clusters
  Score: Raw -130563.473801 + Penalty 2391.620042 = -128171.853759
  nChanged 1
		SP:Iteration 29Q (202463.390000 sec): 3 clusters
  Score: Raw -130563.768875 + Penalty 2391.620042 = -128172.148833
  nChanged 1
		SP:Iteration 30Q (202463.580000 sec): 3 clusters
  Score: Raw -130564.022117 + Penalty 2391.620042 = -128172.402075
  nChanged 2
		SP:Iteration 31Q (202463.750000 sec): 3 clusters
  Score: Raw -130565.042736 + Penalty 2391.620042 = -128173.422694
  nChanged 2
		SP:Iteration 32Q (202463.980000 sec): 3 clusters
  Score: Raw -130567.824328 + Penalty 2391.620042 = -128176.204286
  nChanged 4
		SP:Iteration 33Q (202464.160000 sec): 3 clusters
  Score: Raw -130570.743961 + Penalty 2391.620042 = -128179.123919
  nChanged 3
		SP:Iteration 34Q (202464.320000 sec): 3 clusters
  Score: Raw -130572.645768 + Penalty 2391.620042 = -128181.025726
  nChanged 1
		SP:Iteration 35Q (202464.500000 sec): 3 clusters
  Score: Raw -130573.350203 + Penalty 2391.620042 = -128181.730161
  nChanged 2
		SP:Iteration 36Q (202464.750000 sec): 3 clusters
  Score: Raw -130575.636944 + Penalty 2391.620042 = -128184.016902
  nChanged 1
		SP:Iteration 37Q (202464.950000 sec): 3 clusters
  Score: Raw -130576.974096 + Penalty 2391.620042 = -128185.354054
  nChanged 1
		SP:Iteration 38Q (202465.110000 sec): 3 clusters
  Score: Raw -130577.440030 + Penalty 2391.620042 = -128185.819988
  nChanged 2
		SP:Iteration 39Q (202465.290000 sec): 3 clusters
  Score: Raw -130579.468567 + Penalty 2391.620042 = -128187.848525
  nChanged 2
		SP:Iteration 40F (202465.540000 sec): 3 clusters
  Score: Raw -130583.133831 + Penalty 2391.620042 = -128191.513789
  nChanged 6
		SP:Iteration 41Q (202465.690000 sec): 3 clusters
  Score: Raw -130588.233217 + Penalty 2391.620042 = -128196.613175
  nChanged 0
		SP:Iteration 42F (202465.900000 sec): 3 clusters
  Score: Raw -130588.233217 + Penalty 2391.620042 = -128196.613175
  nChanged 0
Memory request: 0.00 GB would take us to total of 10.71 GB.

 Trying to split cluster 82 (23405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (202466.100000 sec): 2 clusters
  Score: Raw -1914070.461397 + Penalty 1634.864555 = -1912435.596843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (202466.470000 sec): 3 clusters
  Score: Raw -1899845.460167 + Penalty 3269.729110 = -1896575.731057
  nChanged 10698
		SP:Iteration 1F (202466.740000 sec): 3 clusters
  Score: Raw -1906018.295947 + Penalty 3269.729110 = -1902748.566837
  nChanged 1301
		SP:Iteration 2F (202467.070000 sec): 3 clusters
  Score: Raw -1906616.086830 + Penalty 3269.729110 = -1903346.357720
  nChanged 1352
		SP:Iteration 3F (202467.390000 sec): 3 clusters
  Score: Raw -1907312.877703 + Penalty 3269.729110 = -1904043.148593
  nChanged 1389
		SP:Iteration 4F (202467.690000 sec): 3 clusters
  Score: Raw -1908130.065401 + Penalty 3269.729110 = -1904860.336291
  nChanged 1428
		SP:Iteration 5F (202468.000000 sec): 3 clusters
  Score: Raw -1909002.443801 + Penalty 3269.729110 = -1905732.714691
  nChanged 1375
		SP:Iteration 6F (202468.380000 sec): 3 clusters
  Score: Raw -1909885.701887 + Penalty 3269.729110 = -1906615.972777
  nChanged 1247
		SP:Iteration 7F (202468.660000 sec): 3 clusters
  Score: Raw -1910680.087793 + Penalty 3269.729110 = -1907410.358684
  nChanged 1115
		SP:Iteration 8Q (202468.950000 sec): 3 clusters
  Score: Raw -1911349.507664 + Penalty 3269.729110 = -1908079.778554
  nChanged 1004
		SP:Iteration 9Q (202469.280000 sec): 3 clusters
  Score: Raw -1911855.296755 + Penalty 3269.729110 = -1908585.567645
  nChanged 753
		SP:Iteration 10Q (202469.530000 sec): 3 clusters
  Score: Raw -1912171.557613 + Penalty 3269.729110 = -1908901.828503
  nChanged 586
		SP:Iteration 11Q (202469.840000 sec): 3 clusters
  Score: Raw -1912361.343188 + Penalty 3269.729110 = -1909091.614078
  nChanged 480
		SP:Iteration 12Q (202470.140000 sec): 3 clusters
  Score: Raw -1912514.538411 + Penalty 3269.729110 = -1909244.809301
  nChanged 407
		SP:Iteration 13Q (202470.410000 sec): 3 clusters
  Score: Raw -1912636.505982 + Penalty 3269.729110 = -1909366.776872
  nChanged 392
		SP:Iteration 14Q (202470.720000 sec): 3 clusters
  Score: Raw -1912744.998922 + Penalty 3269.729110 = -1909475.269812
  nChanged 337
		SP:Iteration 15Q (202470.960000 sec): 3 clusters
  Score: Raw -1912850.905706 + Penalty 3269.729110 = -1909581.176596
  nChanged 350
		SP:Iteration 16Q (202471.190000 sec): 3 clusters
  Score: Raw -1912966.118882 + Penalty 3269.729110 = -1909696.389772
  nChanged 332
		SP:Iteration 17Q (202471.500000 sec): 3 clusters
  Score: Raw -1913075.851858 + Penalty 3269.729110 = -1909806.122749
  nChanged 310
		SP:Iteration 18Q (202471.750000 sec): 3 clusters
  Score: Raw -1913180.337195 + Penalty 3269.729110 = -1909910.608085
  nChanged 320
		SP:Iteration 19Q (202472.080000 sec): 3 clusters
  Score: Raw -1913325.241955 + Penalty 3269.729110 = -1910055.512845
  nChanged 352
		SP:Iteration 20F (202472.370000 sec): 3 clusters
  Score: Raw -1913509.890309 + Penalty 3269.729110 = -1910240.161199
  nChanged 353
		SP:Iteration 21Q (202472.650000 sec): 3 clusters
  Score: Raw -1913699.658714 + Penalty 3269.729110 = -1910429.929604
  nChanged 350
		SP:Iteration 22Q (202472.940000 sec): 3 clusters
  Score: Raw -1913921.619129 + Penalty 3269.729110 = -1910651.890019
  nChanged 384
		SP:Iteration 23Q (202473.250000 sec): 3 clusters
  Score: Raw -1914145.978847 + Penalty 3269.729110 = -1910876.249737
  nChanged 384
		SP:Iteration 24Q (202473.560000 sec): 3 clusters
  Score: Raw -1914339.110517 + Penalty 3269.729110 = -1911069.381407
  nChanged 343
		SP:Iteration 25Q (202473.860000 sec): 3 clusters
  Score: Raw -1914487.178163 + Penalty 3269.729110 = -1911217.449053
  nChanged 311
		SP:Iteration 26Q (202474.170000 sec): 3 clusters
  Score: Raw -1914615.571515 + Penalty 3269.729110 = -1911345.842405
  nChanged 279
		SP:Iteration 27Q (202474.450000 sec): 3 clusters
  Score: Raw -1914719.427774 + Penalty 3269.729110 = -1911449.698664
  nChanged 241
		SP:Iteration 28Q (202474.790000 sec): 3 clusters
  Score: Raw -1914807.290360 + Penalty 3269.729110 = -1911537.561250
  nChanged 210
		SP:Iteration 29Q (202475.080000 sec): 3 clusters
  Score: Raw -1914879.294246 + Penalty 3269.729110 = -1911609.565136
  nChanged 195
		SP:Iteration 30Q (202475.370000 sec): 3 clusters
  Score: Raw -1914941.509277 + Penalty 3269.729110 = -1911671.780167
  nChanged 183
		SP:Iteration 31Q (202475.660000 sec): 3 clusters
  Score: Raw -1914994.879329 + Penalty 3269.729110 = -1911725.150219
  nChanged 170
		SP:Iteration 32Q (202475.930000 sec): 3 clusters
  Score: Raw -1915040.225279 + Penalty 3269.729110 = -1911770.496169
  nChanged 152
		SP:Iteration 33Q (202476.280000 sec): 3 clusters
  Score: Raw -1915075.592289 + Penalty 3269.729110 = -1911805.863179
  nChanged 119
		SP:Iteration 34Q (202476.610000 sec): 3 clusters
  Score: Raw -1915103.528726 + Penalty 3269.729110 = -1911833.799616
  nChanged 110
		SP:Iteration 35Q (202476.870000 sec): 3 clusters
  Score: Raw -1915128.982337 + Penalty 3269.729110 = -1911859.253227
  nChanged 103
		SP:Iteration 36Q (202477.240000 sec): 3 clusters
  Score: Raw -1915152.478601 + Penalty 3269.729110 = -1911882.749492
  nChanged 86
		SP:Iteration 37Q (202477.510000 sec): 3 clusters
  Score: Raw -1915171.432412 + Penalty 3269.729110 = -1911901.703302
  nChanged 81
		SP:Iteration 38Q (202477.780000 sec): 3 clusters
  Score: Raw -1915187.277408 + Penalty 3269.729110 = -1911917.548298
  nChanged 70
		SP:Iteration 39Q (202478.020000 sec): 3 clusters
  Score: Raw -1915199.550170 + Penalty 3269.729110 = -1911929.821060
  nChanged 60
		SP:Iteration 40F (202478.370000 sec): 3 clusters
  Score: Raw -1915212.931325 + Penalty 3269.729110 = -1911943.202215
  nChanged 69
		SP:Iteration 41Q (202478.630000 sec): 3 clusters
  Score: Raw -1915228.220806 + Penalty 3269.729110 = -1911958.491696
  nChanged 64
		SP:Iteration 42Q (202478.900000 sec): 3 clusters
  Score: Raw -1915240.953853 + Penalty 3269.729110 = -1911971.224743
  nChanged 54
		SP:Iteration 43Q (202479.200000 sec): 3 clusters
  Score: Raw -1915250.954034 + Penalty 3269.729110 = -1911981.224924
  nChanged 46
		SP:Iteration 44Q (202479.490000 sec): 3 clusters
  Score: Raw -1915260.179792 + Penalty 3269.729110 = -1911990.450682
  nChanged 47
		SP:Iteration 45Q (202479.770000 sec): 3 clusters
  Score: Raw -1915268.449720 + Penalty 3269.729110 = -1911998.720610
  nChanged 35
		SP:Iteration 46Q (202479.990000 sec): 3 clusters
  Score: Raw -1915273.663607 + Penalty 3269.729110 = -1912003.934497
  nChanged 29
		SP:Iteration 47Q (202480.270000 sec): 3 clusters
  Score: Raw -1915279.340132 + Penalty 3269.729110 = -1912009.611022
  nChanged 23
		SP:Iteration 48Q (202480.630000 sec): 3 clusters
  Score: Raw -1915282.563526 + Penalty 3269.729110 = -1912012.834416
  nChanged 18
		SP:Iteration 49Q (202481.040000 sec): 3 clusters
  Score: Raw -1915285.459193 + Penalty 3269.729110 = -1912015.730083
  nChanged 18
		SP:Iteration 50Q (202481.330000 sec): 3 clusters
  Score: Raw -1915288.245183 + Penalty 3269.729110 = -1912018.516073
  nChanged 14
		SP:Iteration 51Q (202481.640000 sec): 3 clusters
  Score: Raw -1915291.013041 + Penalty 3269.729110 = -1912021.283931
  nChanged 19
		SP:Iteration 52Q (202481.890000 sec): 3 clusters
  Score: Raw -1915293.484898 + Penalty 3269.729110 = -1912023.755788
  nChanged 15
		SP:Iteration 53Q (202482.250000 sec): 3 clusters
  Score: Raw -1915295.983859 + Penalty 3269.729110 = -1912026.254749
  nChanged 19
		SP:Iteration 54Q (202482.530000 sec): 3 clusters
  Score: Raw -1915298.192040 + Penalty 3269.729110 = -1912028.462930
  nChanged 8
		SP:Iteration 55Q (202482.850000 sec): 3 clusters
  Score: Raw -1915299.624542 + Penalty 3269.729110 = -1912029.895432
  nChanged 14
		SP:Iteration 56Q (202483.100000 sec): 3 clusters
  Score: Raw -1915301.881070 + Penalty 3269.729110 = -1912032.151960
  nChanged 21
		SP:Iteration 57Q (202483.360000 sec): 3 clusters
  Score: Raw -1915305.126222 + Penalty 3269.729110 = -1912035.397112
  nChanged 14
		SP:Iteration 58Q (202483.610000 sec): 3 clusters
  Score: Raw -1915306.846170 + Penalty 3269.729110 = -1912037.117060
  nChanged 12
		SP:Iteration 59Q (202483.880000 sec): 3 clusters
  Score: Raw -1915308.121775 + Penalty 3269.729110 = -1912038.392665
  nChanged 8
		SP:Iteration 60F (202484.160000 sec): 3 clusters
  Score: Raw -1915308.793514 + Penalty 3269.729110 = -1912039.064404
  nChanged 7
		SP:Iteration 61Q (202484.460000 sec): 3 clusters
  Score: Raw -1915309.470152 + Penalty 3269.729110 = -1912039.741042
  nChanged 6
		SP:Iteration 62Q (202484.790000 sec): 3 clusters
  Score: Raw -1915309.992055 + Penalty 3269.729110 = -1912040.262945
  nChanged 6
		SP:Iteration 63Q (202485.020000 sec): 3 clusters
  Score: Raw -1915310.968170 + Penalty 3269.729110 = -1912041.239060
  nChanged 7
		SP:Iteration 64Q (202485.330000 sec): 3 clusters
  Score: Raw -1915311.750553 + Penalty 3269.729110 = -1912042.021443
  nChanged 4
		SP:Iteration 65Q (202485.610000 sec): 3 clusters
  Score: Raw -1915312.113801 + Penalty 3269.729110 = -1912042.384691
  nChanged 2
		SP:Iteration 66Q (202485.930000 sec): 3 clusters
  Score: Raw -1915312.270078 + Penalty 3269.729110 = -1912042.540968
  nChanged 3
		SP:Iteration 67Q (202486.170000 sec): 3 clusters
  Score: Raw -1915312.600245 + Penalty 3269.729110 = -1912042.871135
  nChanged 4
		SP:Iteration 68Q (202486.450000 sec): 3 clusters
  Score: Raw -1915313.131861 + Penalty 3269.729110 = -1912043.402751
  nChanged 2
		SP:Iteration 69Q (202486.720000 sec): 3 clusters
  Score: Raw -1915313.348120 + Penalty 3269.729110 = -1912043.619010
  nChanged 3
		SP:Iteration 70Q (202486.950000 sec): 3 clusters
  Score: Raw -1915313.782118 + Penalty 3269.729110 = -1912044.053008
  nChanged 2
		SP:Iteration 71Q (202487.270000 sec): 3 clusters
  Score: Raw -1915314.123776 + Penalty 3269.729110 = -1912044.394666
  nChanged 6
		SP:Iteration 72Q (202487.570000 sec): 3 clusters
  Score: Raw -1915314.954158 + Penalty 3269.729110 = -1912045.225048
  nChanged 4
		SP:Iteration 73Q (202487.860000 sec): 3 clusters
  Score: Raw -1915315.585274 + Penalty 3269.729110 = -1912045.856164
  nChanged 4
		SP:Iteration 74Q (202488.130000 sec): 3 clusters
  Score: Raw -1915315.949638 + Penalty 3269.729110 = -1912046.220528
  nChanged 7
		SP:Iteration 75Q (202488.430000 sec): 3 clusters
  Score: Raw -1915316.981390 + Penalty 3269.729110 = -1912047.252280
  nChanged 7
		SP:Iteration 76Q (202488.730000 sec): 3 clusters
  Score: Raw -1915317.640000 + Penalty 3269.729110 = -1912047.910890
  nChanged 5
		SP:Iteration 77Q (202488.970000 sec): 3 clusters
  Score: Raw -1915318.088359 + Penalty 3269.729110 = -1912048.359249
  nChanged 6
		SP:Iteration 78Q (202489.280000 sec): 3 clusters
  Score: Raw -1915318.705390 + Penalty 3269.729110 = -1912048.976280
  nChanged 6
		SP:Iteration 79Q (202489.590000 sec): 3 clusters
  Score: Raw -1915319.206617 + Penalty 3269.729110 = -1912049.477507
  nChanged 3
		SP:Iteration 80F (202489.840000 sec): 3 clusters
  Score: Raw -1915319.434682 + Penalty 3269.729110 = -1912049.705572
  nChanged 1
		SP:Iteration 81Q (202490.090000 sec): 3 clusters
  Score: Raw -1915319.582141 + Penalty 3269.729110 = -1912049.853031
  nChanged 2
		SP:Iteration 82Q (202490.360000 sec): 3 clusters
  Score: Raw -1915319.842479 + Penalty 3269.729110 = -1912050.113369
  nChanged 1
		SP:Iteration 83Q (202490.690000 sec): 3 clusters
  Score: Raw -1915319.900287 + Penalty 3269.729110 = -1912050.171177
  nChanged 1
		SP:Iteration 84Q (202490.970000 sec): 3 clusters
  Score: Raw -1915320.002440 + Penalty 3269.729110 = -1912050.273330
  nChanged 2
		SP:Iteration 85Q (202491.250000 sec): 3 clusters
  Score: Raw -1915320.178743 + Penalty 3269.729110 = -1912050.449633
  nChanged 3
		SP:Iteration 86Q (202491.450000 sec): 3 clusters
  Score: Raw -1915320.581680 + Penalty 3269.729110 = -1912050.852570
  nChanged 3
		SP:Iteration 87Q (202491.750000 sec): 3 clusters
  Score: Raw -1915320.853816 + Penalty 3269.729110 = -1912051.124706
  nChanged 3
		SP:Iteration 88Q (202492.000000 sec): 3 clusters
  Score: Raw -1915321.127311 + Penalty 3269.729110 = -1912051.398201
  nChanged 5
		SP:Iteration 89Q (202492.380000 sec): 3 clusters
  Score: Raw -1915321.799637 + Penalty 3269.729110 = -1912052.070527
  nChanged 6
		SP:Iteration 90Q (202492.660000 sec): 3 clusters
  Score: Raw -1915322.791005 + Penalty 3269.729110 = -1912053.061895
  nChanged 3
		SP:Iteration 91Q (202492.920000 sec): 3 clusters
  Score: Raw -1915323.120690 + Penalty 3269.729110 = -1912053.391580
  nChanged 1
		SP:Iteration 92Q (202493.230000 sec): 3 clusters
  Score: Raw -1915323.168744 + Penalty 3269.729110 = -1912053.439634
  nChanged 0
		SP:Iteration 93F (202493.530000 sec): 3 clusters
  Score: Raw -1915323.168744 + Penalty 3269.729110 = -1912053.439634
  nChanged 0
------ Evaluating fit on full set of 4431629 points ------
  Score: Raw -367099164.236199 + Penalty 203929.501612 = -366895234.734587
Time taken for this iteration:73775.900000 seconds.
 21->83 Clusters: Score -366895234.734587, best is -366833077.760670
THE BEST YET!

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 101103 (time per iteration =449.404260 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 2536840151424.000000 (time per metric unit =17.910517ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 60884163634176.000000 (time per metric unit=746.271546ps)

That took 45436.118915 seconds.
